{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Calibration of the pixel position for a Pilatus detector\n", "\n", "This tutorial summarizes the work done by Frederic Sulzman during his internship at ESRF during the summer 2015 entilted \"Calibration for geometric distortion in multi-\n", "modules pixel detectors\".\n", "\n", "The overall strategy is very similar to \"CCD calibration\" tutorial with some specificities due to the modular nature of the detector.\n", "\n", "0. Image preprocessing\n", "1. Peak picking\n", "2. Grid assignment\n", "3. Displacement fitting\n", "4. Reconstruction of the pixel position\n", "5. Saving into a detector definition file\n", "6. Validation of the geometry with a 2D integration\n", "\n", "Each module being made by lithographic processes, the error within a module will be assumeed to be constant. We will use the name \"displacement of the module\" to describe the rigide movement of the module.\n", "\n", "This tutorial uses data from the Pilatus3 2M CdTe from the ID15 beam line of the ESRF. \n", "They provided not only the intersnip subject but also the couple of images uses to calibrate the detector.\n", "\n", "This detector contains 48 half-modules, each bound to a single CdTe monocrystal sensor and is designed for high energy X-ray radiation detection. \n", "Due to the construction procedure, these half-modules could show a misalignment within the detector\n", "plane. \n", "While the manufacturer (Dectris) garanties a precision within a pixel (172µm), the miss-alignment of certain modules can be seen while calibrating Debye-Scherrer ring using refereance sample. \n", "So the aim of this work is to provide a detector description with a better precision better than the original detector.\n", "\n", "This work will be performed on the image of a grid available:\n", "http://www.silx.org/pub/pyFAI/detector_calibration/Pilatus2MCdTe_ID15_grid_plus_sample_0004.cbf\n", "and the scattering of ceria (CeO2) at 72.1keV available here.\n", "http://www.silx.org/pub/pyFAI/detector_calibration/Pilatus2MCdTe_ID15_CeO2_72100eV_800mm_0000.cbf\n", "\n", "It is a good exercise to calibrate all rings of the later image using the *pyFAI-calib2* tool. \n", "A calibration close to perfection is needed to visualize the module miss-alignement we aim at correcting." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Using pyFAI verison: 2024.9.0-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.azimuthalIntegrator import AzimuthalIntegrator\n", "\n", "# A couple of compound dtypes ...\n", "dt = numpy.dtype([('y', numpy.float64),\n", " ('x', numpy.float64),\n", " ('i', numpy.int64),\n", " ])\n", "dl = numpy.dtype([('y', numpy.float64),\n", " ('x', numpy.float64),\n", " ('i', numpy.int64),\n", " ('Y', numpy.int64),\n", " ('X', numpy.int64),\n", " ])\n", "\n", "print(\"Using pyFAI verison: \", pyFAI.version)" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "#Nota: Configure here your proxy if you are behind a firewall\n", "#os.environ[\"http_proxy\"] = \"http://proxy.comany.com:3128\"" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "/tmp/detector_calibration_testdata_edgar1993a/Pilatus2MCdTe_ID15_CeO2_72100eV_800mm_0000.cbf\n", "/tmp/detector_calibration_testdata_edgar1993a/Pilatus2MCdTe_ID15_grid_plus_sample_0004.cbf\n" ] } ], "source": [ "downloader = ExternalResources(\"detector_calibration\", \"http://www.silx.org/pub/pyFAI/detector_calibration/\")\n", "ring_file = downloader.getfile(\"Pilatus2MCdTe_ID15_CeO2_72100eV_800mm_0000.cbf\")\n", "print(ring_file)\n", "grid_file = downloader.getfile(\"Pilatus2MCdTe_ID15_grid_plus_sample_0004.cbf\")\n", "print(grid_file)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "rings = fabio.open(ring_file).data\n", "img = fabio.open(grid_file).data\n", "fig,ax = subplots(1,2, figsize=(10,5))\n", "ax[0].imshow(img.clip(0,1000), interpolation=\"bilinear\")\n", "ax[0].set_title(\"grid\")\n", "ax[1].imshow(numpy.arcsinh(rings), interpolation=\"bilinear\")\n", "ax[1].set_title(\"rings\")\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Image processing\n", "\n", "There are 3 pre-processing steps which are needed.\n", "\n", "1. Define for each module a unique identifier which will be used later on during the fitting procedure\n", "2. Define the proper mask: each module is the assembly of 4x2 sub-modules and there are (3) interpolated pixels between each sub-module, such \"unreliable pixels should be masked out as well\n", "3. Correct the grid image by the smoothed image to have a constant background.\n", "4. Convolve the raw image with a typical hole shape to allow a precise spotting of the hole center.\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Detector Pilatus CdTe 2M\t PixelSize= 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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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax = subplots(1,3, figsize=(10,4))\n", "ax[0].imshow(mid, interpolation=\"bilinear\")\n", "ax[0].set_title(\"Module Id\")\n", "\n", "ax[1].imshow(mask2+mask1+mask0, interpolation=\"bilinear\")\n", "ax[1].set_title(\"Combined mask\")\n", "\n", "nimg = img.astype(float)\n", "nimg[numpy.where(mask0+mask1+mask2)] = numpy.nan\n", "\n", "\n", "ax[2].imshow(nimg)#, interpolation=\"bilinear\")\n", "ax[2].set_title(\"Nan masked image\")\n", "pass" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "# The Nan-masked image contains now only valid values (and Nan elsewhere). We will make a large median filter to \n", "# build up a smooth image without gaps.\n", "#\n", "# This function is backported from future version of numpy ... it allows to expose a winbowed view \n", "# to perform the nanmedian-filter\n", "\n", "def sliding_window_view(x, shape, subok=False, readonly=True):\n", " \"\"\"\n", " Creates sliding window views of the N dimensional array with the given window\n", " shape. Window slides across each dimension of `x` and extract subsets of `x`\n", " at any window position.\n", " Parameters\n", " ----------\n", " x : array_like\n", " Array to create sliding window views of.\n", " shape : sequence of int\n", " The shape of the window. Must have same length as the number of input array dimensions.\n", " subok : bool, optional\n", " If True, then sub-classes will be passed-through, otherwise the returned\n", " array will be forced to be a base-class array (default).\n", " readonly : bool, optional\n", " If set to True, the returned array will always be readonly view.\n", " Otherwise it will return writable copies(see Notes).\n", " Returns\n", " -------\n", " view : ndarray\n", " Sliding window views (or copies) of `x`. view.shape = x.shape - shape + 1\n", " See also\n", " --------\n", " as_strided: Create a view into the array with the given shape and strides.\n", " broadcast_to: broadcast an array to a given shape.\n", " Notes\n", " -----\n", " ``sliding_window_view`` create sliding window views of the N dimensions array\n", " with the given window shape and its implementation based on ``as_strided``.\n", " Please note that if readonly set to True, views are returned, not copies\n", " of array. In this case, write operations could be unpredictable, so the returned\n", " views are readonly. Bear in mind that returned copies (readonly=False) will\n", " take more memory than the original array, due to overlapping windows.\n", " For some cases there may be more efficient approaches to calculate transformations\n", " across multi-dimensional arrays, for instance `scipy.signal.fftconvolve`, where combining\n", " the iterating step with the calculation itself while storing partial results can result\n", " in significant speedups.\n", " Examples\n", " --------\n", " >>> i, j = np.ogrid[:3,:4]\n", " >>> x = 10*i + j\n", " >>> shape = (2,2)\n", " >>> np.lib.stride_tricks.sliding_window_view(x, shape)\n", " array([[[[ 0, 1],\n", " [10, 11]],\n", " [[ 1, 2],\n", " [11, 12]],\n", " [[ 2, 3],\n", " [12, 13]]],\n", " [[[10, 11],\n", " [20, 21]],\n", " [[11, 12],\n", " [21, 22]],\n", " [[12, 13],\n", " [22, 23]]]])\n", " \"\"\"\n", " np = numpy\n", " # first convert input to array, possibly keeping subclass\n", " x = np.array(x, copy=False, subok=subok)\n", "\n", " try:\n", " shape = np.array(shape, dtype=np.int64)\n", " except:\n", " raise TypeError('`shape` must be a sequence of integer')\n", " else:\n", " if shape.ndim > 1:\n", " raise ValueError('`shape` must be one-dimensional sequence of integer')\n", " if len(x.shape) != len(shape):\n", " raise ValueError(\"`shape` length doesn't match with input array dimensions\")\n", " if np.any(shape <= 0):\n", " raise ValueError('`shape` cannot contain non-positive value')\n", "\n", " o = np.array(x.shape) - shape + 1 # output shape\n", " if np.any(o <= 0):\n", " raise ValueError('window shape cannot larger than input array shape')\n", "\n", " if type(readonly) != bool:\n", " raise TypeError('readonly must be a boolean')\n", "\n", " strides = x.strides\n", " view_strides = strides\n", "\n", " view_shape = np.concatenate((o, shape), axis=0)\n", " view_strides = np.concatenate((view_strides, strides), axis=0)\n", " view = as_strided(x, view_shape, view_strides, subok=subok, writeable=not readonly)\n", "\n", " if not readonly:\n", " return view.copy()\n", " else:\n", " return view" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(1679, 1475)\n", "(1697, 1485)\n", "(1679, 1475)\n", "CPU times: user 22.9 s, sys: 20.4 s, total: 43.4 s\n", "Wall time: 43.7 s\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%time \n", "#Calculate a background image using a large median filter ... takes a while\n", "shape = (19,11)\n", "print(nimg.shape)\n", "padded = numpy.pad(nimg, tuple((i//2,) for i in shape), mode=\"edge\")\n", "print(padded.shape)\n", "background = numpy.nanmedian(sliding_window_view(padded, shape), axis = (-2,-1))\n", "print(background.shape)\n", "fig,ax = subplots()\n", "ax.imshow(background)\n", "ax.set_title(\"Background image\")\n", "pass" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.0 17.728813559322035\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax = subplots(1,2, figsize=(9,5))\n", "\n", "normalized = (nimg/background)\n", "\n", "low = numpy.nanmin(normalized)\n", "high = numpy.nanmax(normalized)\n", "print(low, high)\n", "normalized[numpy.isnan(normalized)] = 0\n", "normalized /= high\n", "\n", "ax[0].imshow(normalized)\n", "ax[0].set_title(\"Normalized image\")\n", "\n", "ax[1].hist(normalized.ravel(), 100, range=(0,1))\n", "ax[1].set_title(\"Histogram of intensities in normalized image\")\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For a precise measurement of the peak position, one trick is to convolve the image with a pattern which looks like a hole of the grid.\n" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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CLxaZdKFAvcSnIO6/olL2XXPjJ8Fv8LB6Rrds2hSUZYcqmxylRcbO0mdbFYMgpiEaP4ybzIwZMzBhwgSMHz8egwYNwqxZs9CqVSvMnj1bGycSieDGG2/EPffcg/79+1tlOEiozNAmu9/a95mEs7Hins0+MpKxR+kf5P5usrUoOYC0aklpziLSl/KSHN0WlLNxkLC1yIhQKRTbjRobCrycX5buE7nXQZxOUvUZokVmz0HzJcqUczjlDByX4w6KyCjPRxOv66FeNUbH9RDBw4jIVFVVYcmSJSgoKIgLSE9HQUEBioqKtPHuvfdedOnSBbfeeisrncrKSpSVlUl/qQC9aomwSlg2MrVFhk9ubNKnLDJKkkekR+/sa+CDww7pDanuk8Wy8eITQfs3qa8bGyKaebGSsiP4etsB5TNpaimAlxcPQ1URLVtlT1UH7hEGlByKJFKrlry0GVv3n8ZMykMEByMis2fPHkQiEeTn50v38/PzUVys3hX3008/xTPPPIOnn36anc60adOQm5sb++vVq5dJNj2DWrWkXn7t38iX3BCPdCkxS9/M2mRuLaqhll+TPj/uRMgWqeoTVZ13RCIy5jKpemE7BdBQoFO2ox4sxBWPf6ZcGSRZZALwDxI3sVQSJUu/Oao6cKsLZdlRDU7Ee9mqHaHrmyA33qocIkAEumqpvLwcN910E55++mnk5eWx402ePBmlpaWxv61btwaYyzjU0yfusN3rhFI4dPqEo4prXPfn1LQZZQ0yWbVE5S+IqZ9U6Xdqs0Br+YT/UkM/RdwNlEVFdHqug+QjE8BHFgm6Kn/WVlK/lhaTFpnkOiham3KUU0vB+sg4joOvth7AIc2u21Q/EK7Kbp4w2kcmLy8PGRkZKCkpke6XlJSga9euSeHXr1+PTZs24fLLL4/dix5tPJmZmVizZg0GDBiQFC87OxvZ2dkmWfMFJtM48Tjuz+k01ddq+USn6SF9btpqa5X5VJxOPt3BuT+3RaqNFtLyaE9Ew91aRZHQsiPVePHzzbh8SHf06tjKOPUdBw7jX0u2YdzovshVLP/2CxSRqVTsiizqsiCmlmoIi4xtXUrVqiVV0YjlqfSRsezvKPz7qx2485VlGNqrPd6844yk5xT/T09LCx2CmyGMLDJZWVkYPnw4CgsLY/ei0SgKCwsxevTopPADBw7EN998g2XLlsX+rrjiCpx33nlYtmxZyqaMuFB3SgYKw7LTpJZf+63saT8LysdFvOaTFnYcIr4tUu3gK0Ic1duObNX1UrxODjDtndV4aO4aXPrYJ8ZpA8DUf6/AH9//FuOe5W294BXUCPvBd1Yn3RPfNohpNWpqSd6SwdwSSREQrk8VNbWkssiIy91VTsVym/S/bF9bWnsu2leaHYCpNutlBaAk33GwN9wVuNHBeGffSZMm4eabb8aIESMwcuRIzJw5ExUVFRg/fjwAYNy4cejRowemTZuGnJwcnHTSSVL89u3bA0DS/YYAcvqE6JS88BjKokJu0ufT9AuVtpfjG6iyMzneIeippfpctWRrNCBXLSkS+HLLfgBAucfdWevOd9IpnPqEqGCDscjEZVLOvl6qFUVUuASC4jsRxR499IDEbuBGyaf24OFtqeD9m//2jeV4eeEW/PWm4bjoxORZhhANE8Y+MmPHjsUjjzyCKVOmYNiwYVi2bBnmzp0bcwDesmULdu7c6XtGUwEvIwzJamGZvpIsEPJtrBbU+5I+MlR61NQRZfFJIbeoz1VLniwymuvYPYmEJj/vqNhEzwR5bVMz9UtZFSj86QP/d4AVN0+0PdZEBb+mlkgiQ4w+qMFJEK5XtpsJ2hbeywu3AAD++F644V5jgqezliZOnIiJEycqn82fP9817nPPPeclyZSA3BCPfO7/FIGJRFOFSJmJ6ZUvfBLn5d1sjyigkCruoiYadu8mxVHWS/dvp9oN2ARtFDvaBgHbFV1zFm/FH64b4l+GAFQLHQW5/NqDfOqd/ZpaojazJp3IrVdpJp+Z1DbHvV5Rfazt1FKIxonwrCUB3nwVbEfW7vEpohTkEmWxo6P20FHBIYiOibNv0KjP5G3rjZczwDoJREb1bQ9XRfDXj9drd6ZVbc0fBBqiXpKdfZPZgG2btLVCxeSQhCj5HmXhtV21JMlSRM8kmAiVIrW55P6KKnz87e562cwvRHAIiYwA9Xy62CkRoy/LtqFOnZiztkmPIBKUs69Ollq+Ownzkj9b2FrTrNIWroNQCNQeQB1axYlMeWWyn8yTH63Hg++sxgUzPlKm2VYgMjo/FLcyXbmjDE/MW0ce7NkQTzmuloiMe1gTn5MYiFfm+8h42GjRYLrY9ngyL/WeikMRmR+/sATjZi/CS0enkEI0DYRERoAXP42opdMmreyFawNZxvlQjur5JMrbqiX1tTqtIIhG/Y3KKB8Wk/iq6NShkeIZQXsV2+gv2bwvKR0RmRlxhaFa/bKvogpn/mEeHn43eVURAFz62Cd4+N01+OvHG9QJMNFBsfQ7aE5aLe0jo7LI8GWpvr1f0yO2YtyHdT4QcC9xiEjUOy/aVFuvw9OzmxZCIiOA2n9ArTDEa/9H1o72R/I9m519aYuK+3O1fPe8mVhEglZOfos3sfB4W/0hxDdw2o7FF26prCKtsvhTR6rkb39pCbYfOIwn5q13jbtyh/vxI5RiylCcsBj0CjTKIkO1K9FqoDp1nZpaYvvIePEvMugTbLebsHVyV4H7zgeE87JCNH6ERIaAyZyxrXxPK4M8hk1MnJxaUhIRd7OArSOzvB+H/6hPH52gfQ1sj87IUW1Pb4DPNyTvuKsCedKzBz+PoCFOpVEWGVXJe/Fd8QIvYuSqomjzwj3dwO/Fzzfjj++tIeV7c3J3j9QQpyJDBI/UeOw1EqiagNwpuY9sPY1QJD8U945DvY+NP8qechil45s/D5qoUAgyTROfIm/Vxr3sRP1qshdRHaoUO+aaxOeCtD54kBk0KRWJIXVEAQWli0ya+Dx5ZQ8XQSh1Tn/3uzeWAwAuG9INA7u2Y8nigvaRMZcZovEjtMhYwlYhiSB8jcn0TR1WKWuTyc6+avl8MzWdv8Y1t2Qiznr3WUV8yiJD7T57uJrvyWljlbTVtcrBh51IIyiXX5tMmSpyK5I7mz7Fy+GTtAU6Dipv1GaLQZzVRDn7hmiaCIkMAUoZU9MvtHz9r8Q7pOOxRadH+sgQcbx02NI9A1ITBPz2q0jliizq23jZH6m6xp3I+MUrKcVDWRXqQ2/RBNzdWiZmmbLI2OxMTJUNaSVV1ht6ask9fvza2yG57s9DHtM8ERIZAqQyF66DsMiYOcEaWmSIaTMQJM5PZ2HaGViRPUsEaeUxsVYFcdaSJN/D9Efi9AY3L6YIYiogaOsdabWQAvBl1UEkb3bWOrvCtZ1K93IILwWqPEIfmeaJkMgI8NIG5OmXABSSgcIyTd526oeWr752uyc/N9AIHmBi7bJKh1g15O2MLnciRK2mo+qVaCmhrAI2RRfEVEDg1jtyAGAiSzW1pE7LFOThk8r88OWbbM+gfE7twePBYsOuTUFXkhApRUhkCNBEwzuRAGiFZKLKbdomTTSULIqftgdlSkQ3wvYDh93l24lPlmeiELwsvybKjjwni3AiF/kFeZiqnbevK8gROCHgwkH5pjkyAtknEDVLbZGJX1PTN26w5YjU4IbcDFARX65XHix94dRSCAWaPZEx8+2gRtaWozPVPQMFb2yRkeKadyom5EXdJ/HTtCUa/162w1W+3zAZqQdRbySLDOmQmhyfmt5IlY+MF58IMU5eG/8PtzSqt0TZKp8L1zZ1w/aoA6rN2k6JerHoeCI/IZo8QiJjUPHVI1/1tReZKjJBTV3JNMt7K/ZCoqiw1NSNCVEJxEdGku9vAiYE1N5HRkU07KwC6SYjZ9en7qCmP7x9FxM7pgfpRL01SVE5tSQSHYtjAGwP3KQtMiaDwLp76mu3NEUEWRdDNF6EREa4Vo1gaIXEVxhU+kFsjMZNmzaRu6fn6UwZAn52StSGfvXZAXrzkSGeU/VWCpsc2MhHxqLwSIuMd9EA1Mcz+Akvfm2UD0x6PU4tmZBeMm/KgR/fouPFRyZE80RIZAw6CsoiY+0ca0smTIkMOfWjDht/bjc1RC/1dE+/PmGbH9nR2n8CSx74SXz7dMJHRpZFPHcBpWxpHxlFdgwIti1sN6mkntfv1BJB/s15jA/x3eOEaJ4IiYxRWPfQtk6blFOlRoIQ36KVW09vqJ6LeSPie5j+sIUNCfSyW67uue3OvtSqJZqkJj+XfGQ8TCFwQS2XpcpGFV+2cnrIFAHr5ejE0na//O5sp5YI/34zWUdhMvBrKD5sIRo+QiJj0JjUYf2bniBPv/a57dEWE/fnZmm5K1tNLGVe/ILNZoZeNgDk5IOdvuY6ds/A2qWSQDuc+vNByH1kCIJMIRDfKorAS2HdA5Ala2XtMt9MkK5XutA8GE0teZmqD/lJs0RIZITGom7Y/NGXN4VEKByDVVN+G2TovBEyyed8ZRvECMqqvCxli49tdm/VpUUe+GlAEr3s4MoF5SPjZcVU4PWGDMAf3NDfzjuCWYnMrzfU+W3BrEAKmUxzREhkDOq9FxO9iVBqJ00qT3arlsyZijzqNydZRuUVxMiaGhq7xbXMDzU1RAsQL71Yu5SilPe8+DJw4YnIEDJtNok0BbmSkLLYBDg4IY8oIKxdthZiWr57fBXCfWJCqNDsiQwFE2Vs67RJbzzmHt/c2ddANvOePj7R4avieOcZLFB+JDawtVbR8g2sWZbP6VVLwbEFdb1wt6LqwvoF23boEBWbIjpcXe7p5HDNtfo5US9U9yxJWshjQqjgicg88cQT6Nu3L3JycjBq1CgsWrRIG/a1117DiBEj0L59e7Ru3RrDhg3DCy+84DnDfsPW4iFvEOUhfSIvJp2iTZftaa5fE1Ydn0i0Pia3iSTdlKSfy809GWSIONT0BP1t3S1GfpFMLxvimThaB1GrrKeDXZ96a2sq2B64ad0fKf3i+JbI0N8lBBfGRGbOnDmYNGkSpk6diqVLl2Lo0KEYM2YMdu3apQzfsWNH/Pa3v0VRURG+/vprjB8/HuPHj8e7775rnXk/4Occuq0syqnSm0LSg1omSoojR/X8vKvFBztFQMl36+dtp1v85HDqnXvdEzBR9qq9WGz3PKqDl0MjSb82IWvBrFoS80I8t7besLOVBE8WGbJeG1gCFfGNfGQ89Kfc8gpJUtOCMZGZMWMGJkyYgPHjx2PQoEGYNWsWWrVqhdmzZyvDn3vuubj66qtxwgknYMCAAbjzzjsxZMgQfPrpp9aZ9wPWZmBLhWSyTwwpyzx5ZT7i8vzraLx0en46bVr76PiQXkII4cpDh625rgNptTBQSOQZYBblmO6ByRi1iXrQWEYklvKRscmIp3kYfn9kUMWF+O7ydWnVgbIyhfykecKIyFRVVWHJkiUoKCiIC0hPR0FBAYqKisj4juOgsLAQa9aswdlnn60NV1lZibKyMukvKBgYHRhzxh7Sl4gQ0an5TKTsHfeEaw+kx5YI2cJk+XXitzFTpnbPqTjq6RdCYVDKVLhWrVryi2TaOm8qd+MmlLEtKBJHEnQiPnUsSZCw7o9s5YdUJIQHGBGZPXv2IBKJID9fPlE2Pz8fxcXF2nilpaVo06YNsrKycNlll+HPf/4zLrzwQm34adOmITc3N/bXq1cvk2waQXYc9DI69K/hUfPtfh8DIJMwO2Vl61BK+ui4pk6D3DODGP0Zf2YD8mL7bkGsfCFXr2h/mMHL7rMmvhWBEAGCANPWLgOrR4rLVsqH8p5Bf0SUDW01DOEnIlEHr3+5DVv2HqrvrPiOlKxaatu2LZYtW4YvvvgCDzzwACZNmoT58+drw0+ePBmlpaWxv61btwaWN9sRhC6sl/Q97ZmhuTbOh+XoylOakix/SVpyfN49EdKZOIlxLafdbImAkbK0JCIRhY+MXwTBk4+MkLQXh1VbUASYsnZJQVNslbB1JDaZire1ICsP1HSPUi9TiY0F/1yyFT+f8xXOfnhefWfFd2SaBM7Ly0NGRgZKSkqk+yUlJejatas2Xnp6Oo455hgAwLBhw7Bq1SpMmzYN5557rjJ8dnY2srOzTbLmGWa+DPywXuBl+bXNvgz0yJDolDTX8XvuytRoZO0a0huo/ItKMuo4yADfQmPm22T+diZOler4xLeXZNkpPzdQq5Zs0/PLKdkEJBkQry0Jtms4whFaBYdqFHB/Tr6bcO2lXoX7yHjHwo376jsLgcHIIpOVlYXhw4ejsLAwdi8ajaKwsBCjR49my4lGo6isrDRJOjiYKBzLEQYl04uyl2V577S9WJusR1+EMrbZsI4Dymohh034LVyTVoEgpn4kWe6jejVJdU9fvKfaR8av6Q+VRYb6FmKbIA+NDKTeCNfK58Tggip7TVpuaXIh1VuCEtk6Inupd7qwXHCjhHabpgUjiwwATJo0CTfffDNGjBiBkSNHYubMmaioqMD48eMBAOPGjUOPHj0wbdo0ALX+LiNGjMCAAQNQWVmJd955By+88AKefPJJf9/EI6SlnKrnVGMjTPwm6WsCqC6poMy03eP62diDlu8FNlYTexO9f29v73+kIkJUfEd5bQrloY8GCq4+VrHIBNtW2bt/HKuyVaVH1lticEJYWY2m4gmiVJ8dhFfLz+7ySmzaW4FT+3b0N0M+wNZnqiHDmMiMHTsWu3fvxpQpU1BcXIxhw4Zh7ty5MQfgLVu2ID09buipqKjA7bffjm3btqFly5YYOHAgXnzxRYwdO9a/t7CArQ+KiUOsl7zQCtE9Pjs90mLiruxUAigzstHINYBejd5HJi2WCZtpO3Xa6muDBIT45qTKpN6Qq5YsPg3lhK2E0eBCHbjuvjcHf/esmJAXVfaiRLsIUh1R35I+Vd3hP6/vkYwLvOZt1IMfIOoAL946Cmcem5f0vHBVCWqiDsacqHfFCApNeVrOmMgAwMSJEzFx4kTls0Qn3vvvvx/333+/l2RSApP6GsTp1BQRMpr+sFD2Xjodk5EzaTVwFxVIp6fa6I0LP61jXqwztMWEL19NdOJ3VSSUmvJMS9N/M3EDPy+jRJMVdLop0ZueWYSqSBSvTDjN0142/PTNLTZBGiXM6qXqHp+IeOkzpLAe3p4rPyidXle1P1m3O4nIVNZEcOvziwEAX025CLmtWgSUi+YHT0SmKcHEN8LL6MssL+by7fxI+CSJjs8N6X5P9zwQXwcqgNDbJfnIeOjEdc9tX42yuKjj8L+9eudg9/Rd5QmRvfnIxK/JVSyKe0eqo/h03R4AwLb9h9G7UytCil4mNf2ijE8SHfdvY1NfzOqledpGRMVDG0rV9EgQ1gvR16y8slpJZBzHgeN42yiyOaPZHxpJN0x+ywzCUmrS2G22Y6eUoZcOzMiXgOrQifS9wGR0mWSBsOywrX2rKKuDiTIlntOr6ZIDuB7vIIbzMLUkpUfEpyxHBytriNRU6YtpUfWakEXcs6n36rKlrHPu9dKMwFJt2txSSKbo04gniIFTGmPV4w+fX4wLH/0IVTXJ5mLHcfCHuavxxpfb/c9cI0dokTFpmJamVnX67sraxCphaoo1mfpRv7tBWsp7BiQx4Al16pThxKekkzjhKyCHNQc55WigTEmfEw/y01zmlqytWdofdfHd26RIbiqqPBAZWxJqOWUr1UvHMfLzsW9GfEseSYS81DufDBXB9ia6NOl6U7i69szCZVsPYGQ/2WG4aP1ePDl/PQDgqpN7GKfflG08oUWGaJiOJiz3uVFeiE6ZimPaSZm8m6f4JkSJlO8/OH4esfRdwiqfENYmP+fN6FG9+cjYxGnTFLabCZLHL0iy3OMfPGJOZCiQZUswMaPBi8tzT/5HxMDO+rnm2u1efSCIqSXZyun+phkKzby3osrnHDUdNHsiQ49G1dfK+J5GZ+K1FyLF79Rd82Fp7fHbWpQK2EwB2JIwW5ImKzt3okLHVzy3JKHck8O9rBoi26yUVnJgcarMy9SSRFLJ9D08p0yhKQKVd5O+U3XPiyO0F58oLwjCACyKpFZxqtqF9blkTdgk0+yJjG199fOAOpIokfHNckArK3dTqK1jH7XM1MbaxMqT5roObnPajhROIdtAFwXiI2NC0qj41lYD7/VS+ZyQbVKvK7z4yGjScrvHkaWK78XHpg5edvalpPs5YCGtaQ1v7GMFsb9T+Z2J97zseN2cERIZqtMzmM/2tIzWoGOgFY530NNqijjU9APl/2OgLIMYmRptX59IZAziUu/uBbYWH6N6Q5FcRYA0ixVfFMymlvy3yBhNy3kgmUb+VaYkUZDo7QgD93fXpaW6R787IZ80GXlH0FNLqoyKq5pUi5ZsV2w15Q3xQiJDNRxC2fqavpfRpfaHYdqq5wYjedsOm0IgozOChErK2IVWkSRPSRL5HTYFa2VJ5k8V312+2GkmEkbraUrSYiGMfBV7BYn5KQ/ER0aVEymEcGXe5tWS6sJbEhWSaLjLMpuSpBLQZNJFfoOGkF+1RUYkMk2XdASBkMgEPDI2kkU2fCovhqMzkw7TsqC8OQPzR6Zk+h4sTmJXktjxGClb6rmHl6M2rKOIkm3+bKZP/GxzyufE4MOWyFDThrKyNydtQSpoE9Ge6gUVXyOLG18eXHhHfZySLdZFVZutETeKDHmMEUIiI14HMAIh06cUCmVmFlm+1U617t0O2Skpzci6H3qZOgTiI2MyPeQS1ku9oeLbwszPhHiuJEJEvUw4OVwn29NeJwbTG8o9cIR7R2oirvGV6WuuVfKV8Y3IgBkRsiaJUt7MCbIsy73w1WXnLlP2WyP6HAsE0SbFuqjqq+WppdDZ1wQhkTHy41A8p4gGlb4mrTqYbHJnmr7tqNt6V2SybMVru55FtQogSry/Li+c/NB+FHrZprAf9XuIb5G+l/zqnnuZbqWczCnQcSwHAAb5c5vyVIanyp6IT0/38OXbDgxtNgCtD5DHflBEJphsNQmERIYYgejCmsRfv/sgrvnLZ5h3dLMjrXxy+oUYIVkMI8gOl+wh3R+rtrmXOnwiA/YjTfeyU72A6/v7mB9bJ3FvWTEoew/ps3f2VYRMKupEi44BAaecfW0/JOXXprREEkTFxsor54cuW1dZxD0vlka6PxOvKVLkTgJtEIizr3CtIjLi4ayq9EOLjB7NnshQ8GM54U9f/hJLtxzA+Oe+SI5Ddlp2Vg/XuJQyY+fCm7WqHqapPadPjXxNla0t6JUxlkSJIMjkyeFuU0vGylmfNgWlU2WUX++V+SHL3kCWKr7R9E1iXPP05OcGJEsVn0rfoE+g6lWQ/UcwU0txoRFFxYxY1svmjGZPZEymP6hRu64VHzjE25HRy8hXF5aVHvVuHkZcuudeRs5+7tGjgtHUWqLCIH5Tz0xGthRsD/fzUu+slLWBMlUFp6YUjE6M90JkSGXuTkQoq4OdRSZ+rRyBi8/dH9Pv5qVNU20u4DZfrxBeSGmRibrXG0mUp06j6ZpkQiJD2dDFsIGYFdxbNkWU3Lt8g1wQnYo6bwYKgyAqdP7879boc67id03n422n4kzkUw6t1tMXpNUhOQB3+TXn0Mhka5d7vaOUsbwxWRD1Sn3Nfu4xrdq4Bm3KIB11enYkkT6+wR3q1Xo8UOGCnlqKEM6+6oUbYptSp/HgO6vw9McbPOWvMSM8NJIcXZk8N+8a6JEvn5nb9Mm2o3KybBQBKGfboM2rRgojiTLyKaQXkkfnR5TvLjMQqwGRvtsyWVNLX1J8l2eJoHZQtR6G2BIRpUx/BiTUYaZUfE+rgkxIGlkPFAS5EU8tiTLJqSWicKKOg4yEL7xqZxn+epTETDi7v0VOGx9Ciwz13MA0bT1FQDT8II69j6cdcMs1fxx82VqMnJN/64kOSSQ8vJvJtKC3d3fPH2XNkk5oThhdOppwOriVPT0lmBzAftUSQQKNCL75t5Nlmb0ARXRoKwu/7KjBjxf50vJrD/LrE5QlMEK9u/DBVESo9HC1a/qhs28Thtl8uqrT8U8heTG1UiNjftrmso06XGJqikIQuypHCYUkp+/+Oym8CZEgZFHwQoApq4ZJvTJVtiRpTiQuhvGNjs7w0GjJdkGQVHpKUy1LmRfTNm8SlqxXqufuZWuyYzSFIKYF62Ct9ImyUxER9cpOjXhF0Koai43EGjlCIqO55j6Xw6pDcE/4JTsOQiGaNmyzDtddGarlE2ElZU90epZ9FscXw+25m5+GShZJJIh3p+DvyhkzEseRL9Z5aqooOb3EstbH55jgk+/x86ICWbbE4ISSRQ6OrKbtLIkR1WapsjUh+B4IdBADHr8glldEkXlxZ19VvZV3Gk9+Xq1yvNHEb2oIiQzVcKiGp5HFTt9g9EjL8g5ve+hQeSfiM/Omi28CT52mRadqa4KnQFnyYEl0KKJFWbPcOl1rC4/ld5OnlvxXfKbDCbc7FBlIfhR/aE3elXlzb/NUYibySTRczqKENOj0sPxaHBx4ITJNGc2eyNi2BtspArP5cPd7xifhWuZdlkWN6lWjN/+sCt5gQDaSiIqXVDT3LN+TXLWkTJ8oe8218rlhfBu/DoA+/Vq8p95HRp83Vn6o6RODek0/pwYYZiRRCquUZ5I3nkw5vkHZqAiyy0GuJgi+b3FPUzm1RNRrOWzyvUphaqk+zpKqT3giMk888QT69u2LnJwcjBo1CosWLdKGffrpp3HWWWehQ4cO6NChAwoKClzDpxpUw/FzTpfMCzEFoY7kTw4C6bQMlKU6Pj+sF5D7kUjf3oyokYreoNOiQJJAovCDmP5w3Y6dJFmJvy2UNWFN8rLNPU0SqedUn8KvG8llFYdy12STgZOHwYW/jtDuaVEEvqHB5NBI5YotUZbieZVEZDxmspHCmMjMmTMHkyZNwtSpU7F06VIMHToUY8aMwa5d6u3358+fjxtuuAHz5s1DUVERevXqhYsuugjbt2+3zrwfoBWOeG0++gLcHceokbnR7ruGlVd+d3MSRyoky+dyWP9bpsnhg5RFxv232aiaA9p/iSJeoixlAprQujsuz/U8hiRBatn8Ub0yPtGmKdiOLSgyYXL4q9uUpjK8ZV00GVyYkB4qLS/xUw0pP6ppPeGxahYoKvnIuKelel4dcSdK4aolATNmzMCECRMwfvx4DBo0CLNmzUKrVq0we/ZsZfiXXnoJt99+O4YNG4aBAwfib3/7G6LRKAoLC60z7wdMRigMab7Hpi1G7s9d06NM9FRHRDEZQpYRiXQX7wkmHTFlJXCT7sUaZQQPZUdaVDSyVAGMV3yR9co9PEUSqZGviQmfAvltDaeGOPJdwwvX1M6+XvoTyr+IIjrkcwOSSclPNWgLkvvggzoDTLxD+ciosqKy0DUVGBGZqqoqLFmyBAUFBXEB6ekoKChAUVERS8ahQ4dQXV2Njh07asNUVlairKxM+gsK1EofMzO2efq0xcckvnn6/HRsR67unSIpIYAeijpzR1bmpiSR/9zLq5lZs4jnHuSbkFC3nX055NuN2HixUkYtC58cXBgMECiSSY8Q9LKp4EFMLRnFV8rik8wGZpChdYl4rSwboj8Sp0QVJhmJyDSwsgkaRkRmz549iEQiyM/Pl+7n5+ejuLiYJeOuu+5C9+7dJTKUiGnTpiE3Nzf216tXL5NsGsG24VsrJGLkbrJ5l9XUEjGfTaVHLoNVmctN4gcxtWQRlppaMknHEwGW4puPrE1Imt/TP6b12G2zQSq+KqSoA7zVKxMCrHouKCTq26mH1kpZprAlWaYEtlamO4kNelowSNBngIlhVQM7ISwhn556Sg4QTi35hOnTp+OVV17B66+/jpycHG24yZMno7S0NPa3devWwPJkshSTdAa2bFjUyJfKk42y9zL9YUby3MuOylMgXRbZ8ei/rVnZuH9Z26MtrM9aUuaOUDgaWer86cuOUvSq/JlYi9Rtwl0ZH6mO4KZnFuKZTzcq4jKIpw1DBqPeu8m3HOzY7h5ue7o1+Zyy2NQjt6Gt+3z9ot4cz5++npOXxgajs5by8vKQkZGBkpIS6X5JSQm6du3qGveRRx7B9OnT8cEHH2DIkCGuYbOzs5GdnW2SNV9AjUCUcRjK1pUJEw2Xml2xUfa2oy9SPjVypd5dgHXDJe75bSWgy5afNgWKiJBxLIkQBarskiO4xzfaB0bxWB75JgeY88VWfLJ2Dz5Zuwe3ntnPVDztR2JCIk3rpRCXOmvJCyEz2g3bi6UvwZboFqeh6WKTqqi0VhH1wsSSyKk3TclCY2SRycrKwvDhwyVH3TrH3dGjR2vjPfTQQ7jvvvswd+5cjBgxwntuA4CJgvRitTBB6jeI4rMgendadkrq+EScIDotqlN261LdrASJ8rxMP1AgLYEmJJX6tor4JmXnJpuFpLJ1T4fyUaF8oyqqatyzY0DyvNRrckm4bwdyUvXGQ5sny8b925j1KZb9ZVLadp2MCbnwMrAzcTMw8ddpCjA+/XrSpEm4+eabMWLECIwcORIzZ85ERUUFxo8fDwAYN24cevTogWnTpgEA/vCHP2DKlCl4+eWX0bdv35gvTZs2bdCmTRsfX8UbaFMm8dxyhGAiXxWAmr7h58NMGbHSI8uWP6ILZvk1/7lN8kHn3YuyNCFSng42ZI4eOScsm+4jQ418TXwN1PLdI5GDIyOywG8jCaKVR6PQbVqdjzrYKlNZvtngITFNL9/ODbbNlCYP8efqU9n5gwsvRCVxt+3E07MbM4yJzNixY7F7925MmTIFxcXFGDZsGObOnRtzAN6yZQvS0+OGnieffBJVVVW47rrrJDlTp07F3XffbZd7H2BSeYI4fTrV+zbozsDxNroSg1KdknvZUpn3u9MCEq0a/LCq8G4jY3rkafly5MjXvN7SdY0YWbuUrfF0SdJvg+9GlI0q99QyVcqqYUYSlXddpOtu1snj1yX7amf57qp7Bu3Q7wGCrTTSAVfcUZokeSr57kRIkkX2pwF0qPUIYyIDABMnTsTEiROVz+bPny/93rRpk5ckUgbbz8lpWIereDtcURvuqdNXX5uCVEZUfJOhHlemJN//hmdyeGBy8onExoXoKN+dX7bK/GhksWUadITU9Idpp0lPuyWGT3xOpE2MXOW8J0c38R3wNH1CfHuz6RX338Z5I9qE0fQJ9ZxqF9TgiXhuCuvFGgYWmaCnjlREx+0g18aOZn/WEj264zcsFf65ZBv2HKzUp6+5Vj6nOk3Tka5GDhdBd5oigrDImDAI44MPLYkKCXF0puDJRkTK4F1iaVooNBNlV/tbX/YkUaAUhiI+xWPoNileqwYnxHPpml/OuvyYpe24PzchWYR8anTjiaBbwLaPMVl+rfyuxHPJIkOfr+KKpmaRCYmMyQjCQFYdfvnqV/z0LUcYNjus0qMn98x5im8y+lLEtoVbp00dxkeNhMXw5AoFy5czdVROSt9QWbLkS/Ed7TMOksvWrmLIJnoPBN5OhzC+jfv7cYlOfVgxrS0qmrCqAJQPjilsfAwBeqNFuU9wj68k4FExLCXf/V0CGRjWI5o9kaHMzBKUlUdU5na1w3bjMpvKaa+sCPmKeyaDilQ7zBpbt1zCk06PHuoNVfaUo7QJgfZiCXR7bnI8giqM7cZj1LtRU0vUHjtG5Eip0FwfE+L4pJQmuKrn/MzR9d5dvpepJ50sDqwHFAYkj3ZCdy8721VJoUWmicH24DLr9MVrqmehHpNhHcPf4g9X0er0iKzZHNroB2yX3vPT8V823WkS8YmpLxM/DlUIt6pD5o1sk/y8eZlaSjdwkrEmgaqyM2nHLoVLfldq8EK9mzLvRPpU2UjXdn2zabuyJzICUVE0erN6kQwTS6LfZ3g1dDR7IkMe1GXScAOoHCZcwjZ5u4bvoVMj5fMbLgXTTjtZPziuv5N+Eh+O6rQokCNTk3pJWi1Uo0d+rt38izjb1LuVtZfduE0clTVCVZeCfL4C9kQmNNe6/HgFRYSoOOSuyoxv7/bcy+IIV9nWU0vq67h84ZqwyFAdJmWtUjv7uqffmNHsiYzNLpq18d2fk+kTCo0ewRjk3/g3lTeTsrMjgUE0O4qI6cPSytbk6Aj7PsV85GowQ6BR1mpZSvlJz/n1RpUB2k9DHTZ+z7LeukdJCOsemtiJ3thSSY/6xWtzImAyFe/JWkXF1+RFmb774+Twlu2QspjQp667kzxavijJQ71rxAiJDNkpGhAND+qWbrj8jszUnJj829E+99Khm5ixKdhaZBJnC0w3GjNetSSNzqiRp4d6Q47++GVPfhulQqI6ZTF/ZmXnmhdw2gTx7sTUjrhMNaKcInCXTxElsm5owrrdi8flk1qKBJKWOlV86d29EGyTdkmVnVlFs+1jTI6mUE09SRYdxUpE0uJDfVxJVtNiMiGR8TCqkJ6bji4JaW7p08TB39TJ9MhOTXxOKAQqvuXL0SQu4Xdi/KTffOUciI+MFJ+qN8RzYmRuOqVqsuKL+u7Ub7rszPIOyMuva4iP52l6RArroV24jNxN2hzVwFWPjQ7ZJZStJyd0Qr4uLAfW/SdBNADiu1L9KWHlpTbMowh0Y0azJzJmDdOOaKiFqmXVwWxlDxXWcf/tOtJT5Y3/xtaE0eeGZ0PavMhzO2TSbwJamx4/lrrTdJdldHBjomzbeuryLPG5emrJPS+i9U5pkdH+qJNPfFtC4VA+PK4kUpWewXOqPzIhoZQyVsFsp3V3GFv+ePuWakFN/VBEh2pTssXGy+BDlJ+cfmNGsycyZMMknmsDe8mLkkW7V25bp1FJVqIEAxO57eiMyo+1RSaJtJnml0/6VPIpK4Mp6JGrybcj0mLe08lz29mXUxBu8rzUS0rhiBaZCKGQVDApW/XUkj9ahiwbVRyDaTsKXpa+mzhK01O2Zgja2ZckqJprIZKrfBNrVmiRaWKgO0V+w/ICak8KI1mmyplQrlRuxE5ePTojRggG7+63c1qivOR3tyQuSenpBXjbVZkqexNZ7jdJiwwhz3VqSJU0VQ8N3o0+nM8dK3eUJd0zG/y4KyxSIZHyE+NS7ch9YKQLq8ybAaGL3ZOukwNEpPOIzOXLaZm1K1vdTvvI8HUNaZHx9Nw9/caMZk9kTOq68uMTytpEpjerBT+sW1zlc6lDdW8YZFpe3o1omCZIPAjQ2EKT+NuQ9LkRJ2syTI3ubJ8rv70Y3z0/5sc7uMujp+UoheKSWAL++N4a1+eezkeTys697CkmY3p8g8kKOtW0GkUCyXcj+zvi2xooY9Muw36Lh3h8L5tgmpQNZclTDz7E66bFZJo9kTHykSHu2dYNtXyi4RJkwyh9l+i0CV/xXHNdB5Mtva2VvbGFhfhtaIJPnl7h50WdgHt8EwsSPTok0qfKIuk3P21VGGlFh4d6Q/lhRIRbrbKSz9X1c8sEpUIxKVtTZS1aPAh5ZL2ilKlKPqlsCRKqkeUHbKXRU0sO+7m63savKaKizF/UvewbM5o9kTEyc1MjDNv0PSgkk7Cmypk0PUfdG57Ju1GvGfQGTpR0071gTKbCvE0tidfuTIMi4Co/EF3YOriR0CTiQtQ7U5goM3pkqngu3DyldwfX9FUwGe1GVAd+UkTPJQdUmyOn0sW8UdMT2lwkh1VFIpW14jn1frqwHNhagMmdd036Q5IIqXSR+3PRwhZaZJoYKKuAHDb5HnVarAnow/+o5wnPXEzyyvRdFJKXEYBemu5O4vPgRhA2+8Iofye8TaJZPjk9vkJQ54dQSAadJr0yx+zbJZeVi+Jl1AsTeYnxKWdf1XNRgee2TLbIkArJNXe0wjTZbDA5bWLwQVijpLDU0nMP9Y4CTbSC6xNsV/VECf8e8Ra9fJp6rpBPEiH1dVNAsycyJsrU9qAuSr7aTM6XajwCSbTAGMqLEArBbBt9fgfsB4yJC1FWiTcS85vkI+MqzAxUp0k6nFLnwijSdHf25dcrjqJOlGe0q3DyY5JEisQuQtUTxT2z5dOq53yS606w3UmSWh5fmVLwsk2/SbukpzTNGpajuebCZPm1l/Qj0unXtkSoaTGZkMgQnQY5crUcgZCdriZs/J5+hEVaEZJ+61/A2qlR9dzAQuR3s6OULxXBdIVYUsdh+W5Uh27iA+NpZ2CXep/07gkJ0ArGvR6LzylJXiweYn6VJI+sKwSB1+QlLp8Q75IXKm6E8JMQb1FLzz1ZkIn+Vv5edv2t8cBOCO9F0cvxk59LRILcMdqdiHhZvm2z91NDR7MnMiYHyFGe6LZQpm/C4i0zk6zc3WG2asm8UxJv+T2CcCMWtT/dFQT1O5H02m62lQiS4BLxZasDRcoSiYUZMUkqKz9JnAdLoMnUEqnMPSgUql6bWGzcntEDH3dQ2+RT8pUWZu2PWlBES86LWb2jYOJmQMWnVy0lg7SAi21W+W3cy86kbBsbmj2Roc3Q8Wsvez6Q6Wuuuc+5slm/E5U5OXrSx02MY/1uPjc8m9Ea57nrJnAJv619qzzUyxrK6uAS33R+neCMxuFNFAJZb1XPJYVhVja18vnE0MvBhzaDF5PjMrws8ZXTosrOvGxN+gzjHacNZKtgso+M7T4wtDOxe9mGPjJNDEY7SVJm5kAUEjXCil/Tznkeek2XtMWyU3X4VHyT/Pg+p0spS4qYGHbifu8jQykEXdhYfgiLjJu1jCoLN0Kc+JtjTaKWsrvBy8ZkVYJjDNWmlFYHgy6BtHYZJk+RnAjF4oSbXkgclT713GSDUt+7BIooEKAOfaQt0O7vJi+fdic6qtyHq5YS8MQTT6Bv377IycnBqFGjsGjRIm3YFStW4Nprr0Xfvn2RlpaGmTNnes1rICAbFmWC91UhuYpXx3fxFzA9O8q0cpuMXL2c8quT5QdIf6Kk8MkS3OQldmTuO/tqH+njEJ1eYu4SETHotCmSl1xW7qlL350YlVPpe1GWFAmsqol/PCXJI1pllJAvInl1W3JqSXek9zckPpKy47+HLj2b+CpJZn2QWb11y0vtb/U1OzdEm6KssJSFW26zyc/pfWZCIhPDnDlzMGnSJEydOhVLly7F0KFDMWbMGOzatUsZ/tChQ+jfvz+mT5+Orl27WmfYb1ANu8aAxXqrG+6V23bkrU6J+ZtIW2w4NaohiHV+3RuuCZKtCqbxCeKTJN+dJFLK3ChvqntE4VIOrW6y3JaSK9MyVLbJ6Sf8JsPzlaWq2lZFIsJz8zZp4giebKmzKyupPyHaLJ03Stl6KBtNWJV8enCUHF8Xtva3O2k06WtVoPcnEuUrQFpURPlU2ai+naMM2xRgTGRmzJiBCRMmYPz48Rg0aBBmzZqFVq1aYfbs2crwp556Kh5++GFcf/31yM7Ots6w36BYeESofUpzoXQdgEKiRk1S49ArS4Bu2K5bwRMM33ZqiZ4v97flUQ6r1NlJVG5Mpl+8jf7Ea/OylxxalWZwvUwTi4k6fUd5Gb/lXtpUvRVBKmNFHNoiI6adHN9sCsGunlFlnwh5ywR3eRSRoHJkMlCJx4nfUw2OjPaRSXhek2T90vcBynEZAcpHhhoUm/nIUOmrnrvLb8wwIjJVVVVYsmQJCgoK4gLS01FQUICioiLfMlVZWYmysjLpLyhQH7Q64l75bOdspTgUi1c8Fxu7afrVkcSGbAYxvcROIvG5l9GZTpYXpMlHLRkrAKpwEh9Th1IaiCahJMCEMq2h6rVGVu0zgjgl/PZ980GDAiMJtCKARGQIhUYSFSJ/5mVDEGRClu3OvCajemoVJqVsaxSb+BgR+IQ3TCRm9LSeGSiLiOyjoorvzrDlVUdm785JvzHDiMjs2bMHkUgE+fn50v38/HwUFxf7lqlp06YhNzc39terVy/fZCeCqDsJS968jFAM8uJBpYmNnVTOCb+Tlgi7KAxVziiLDDkyNSAH9ge6yb+N/UKSrAKJ8t1He66rmDwRYKJTJKcYDL4dEt8lKTFt3hSPE6yYySAtPoSCMv02iaAHL67REwYn7vGTN0rkt0mAfvdEUA6jUt6IHZ8pKypdL5Mhvk81wSKT+zv3skiU51ZPPB0bQrRJatBJ+VZRzrq0Rcbu/RoyGuSqpcmTJ6O0tDT2t3Xr1sDSovYOoMyB1AiIAhWfqnDVJufeJyDRiuI2NaWcniBIniSL6NQo+N7uKGWZSHyiic/dM0QfUSCmbf5y0pQHoZCob2fq+2W6j0wy0dHL4qUv/1ZZA93CUyb2Sskio6RawpW7QlFaKjVhVXlNlF+dUBGTlDNBFOhFWARBNmiIpCM3oYxNy456tySLjEt8LxYLasqSsqiId1TvLg8+VOnziUxTs8goDhLRIy8vDxkZGSgpKZHul5SU+OrIm52dnTJ/GmqEIfnImPXXvPSJyudowtZBrPBJyjiJmCQ05CTtnJi35PyIIB3ziA7fxDTt+xEFluEp4kP+Nkw/EW6WOFV6iaCUuZtCpKbNksMnKmuCeBD1NjH9JKuECyFPzI8qK4eqarSyE+NQbVacporHEeq1IQlLnG6poua+EmAytWS6LD9RJmWFpeqtyiLjNv1CWQITp9KT6717f0XBxEdG/e4CiVNMq1GDD2pwJLspNC0mY2SRycrKwvDhw1FYWBi7F41GUVhYiNGjR/ueuVSAtniILJhq2HaVw4uyp3wd3GQlNhZKvSTLI0ZPVKdHlJ2jufYDlJWB7CQNR39+L78WFRhl7aJGh6bKOrEskix7BkSHqhes9BMVFLH03U2Zvrp4Kxas36uNm5RX1T3hJkU0EovebXUbkKzck9ow0ebkqaXk59TUEkWEjKaWVPkjlLlbn5D0OyEBardtquwoUMubJSJCtDkViaOIEmVRopZvN2YYWWQAYNKkSbj55psxYsQIjBw5EjNnzkRFRQXGjx8PABg3bhx69OiBadOmAah1EF65cmXsevv27Vi2bBnatGmDY445xsdX8QYjEzy1IZ6X9DV5UclXPa92mXc1VbZuZm2q0yGnlpj3tPF9HkFQCiMp/aTf7jFIJ06DkbEKskXGnERS253LCsP9XZIUDqWcDV+Ysvgkrm6prHH3hXDzE/nVP7+WfpMngysgylRaZMS8UFNLCTcSiRHl95EIE6syPZVu2mrowYs8teReMU2tnoll5ffUkkwCk59TFhnx3VUEWJSpzp870QnSwl3fMCYyY8eOxe7duzFlyhQUFxdj2LBhmDt3bswBeMuWLUhPjxt6duzYgZNPPjn2+5FHHsEjjzyCc845B/Pnz7d/A0tQ85qkj4wlizcxtSYiEnXI+JKshN+kj4xBp6heKumSOOSGRb27bbujRm/J4c3KgupUXfeR8fBylOOgGxEBDFdAEO+i3kNInZfE/HDqPLU0PrEeH66OSL+5p2dTilUVTk3w49dKi4yLwqRqQuL0SKJ8EydvClGn9l3ThCV/pEVGuEtvV6F4LtxMfNfEOOQxIAnRSb81SxswaZGJRF2fi3eqaxTxCfkU0WnKO/saExkAmDhxIiZOnKh8lkhO+vbt26Dn46jdFkU/EvJwPVvrDKmQZJiOxhJhsuJBOYIwmZ6gJq6Id/fdR4acSnLLjeqnfMNttEdIVmLJ5v1YXVyG743sjbS0NFTViJ0SX+iu8iPo3Cbb6GDERCSml6hwEh1Sk61RvHR0YZIsQgkZOpJAZKJRYP3ug+if1xppaWlSXdqwpwL/WLwV/1yyLcmSA3AsMqrn8XuURcZkTxwAqK7hTy2poPJXEomKatO4DHHrAoNm6MVSKE8tufvIJFUrIm+JhDvpVHbDepkIHUGOp08R4PhN5dQStXybIGJR98eNGp6ITFMCZUKUlmIabhzGAdkpuoinLCqJSJpfT4qvB20GNicq5DLYGnergwkStpFxtTIcqY7gxc83JzxPiE+kRzm4mnaa1z65AADQq0MrnH1c5wSLjLsyrbucv2YXbnn2C9wwsjdJQt3M1EkraRLq1eEqmUis2FGK3eVH8P3T+iAtLc3YGqbPWS0SFV5i+n+YuxrPLdiE339nEG49s1/S+/xvwnSSiEg0Ln9vRRV2l1eiojLuDKys10J2VERGCktMcZYdqZF+J5a16xJlRptznOQ9lhLDZ0BtkVFbWcW4erma6BKppvsUdxKXWI+SN8RDwm9Hee2GaNRBenoaKz65akm4pfqu8maG7kSF6m+bvY9Mk0MCwy89XI1DVTXoltsSgN0yVYusiHe1z5NGLMTINbGDT1y15Hq4nyJn0qolpRnYPb6YnMoqIE4R2DY8avQmpjXzg7WY9dF66fm3JeWIOg6+M6S7Mn4SMSJIoqojqo5EkZmeJo2QE1G4qqSWyAjlvW7XQWlkXR2JSvl57cvtuPeqk/DoB2sBAH9ftAXtW7WIPX/r653YVV6E2becijbZyV0CZaL/ZO1uRB0HLVtkoCYS79jr8OcP1wEAnvp4Az6963zSUmc6jUdNLT23YBMA4L63VuLWM/sZ1aWo4+DqvyzAN9tL3cNFHWzaW4F+ea2l+6qpJbf9RhLf7d7/rMBNp/WJfd9Eef9vzjIs2rgPd19xIgBg2dYDRD7l31WRKHLSM7ThI1EHLYTHBI/REnTHcY4OCgllLORPNbUkEsOkNpU4hZjwronWq8Q+h3q3RKzaWYaxTxXhZxccix+e1Z/0QTFZtaR6d8pf042ovLJoC77eVqoM2xTQ7IlMIos9+6F5KD1cjR+c0Q/nHt8ZLwgj84jjYN2ucvTp1BotMmr9gCoEciBWjf0VVXjwnVVk+qLVoXD1Ljz4ziqcP7ALBvfIRevsTKlx7T54RI5ruDNvYgdvutokEZKzLzE3RM0JH6qsSXouLoO1nbZ7rHAtrhzWHQM6twGQnN9DlfGySSQxQC25AYCMtDQM79sBBxPyu+dgJfoKSkw32nMcBw+/uwZ/mS+n8VjhWsx4/1uc1r8jXvmRfgXg80WbkZaWhpU747td10QdvP3NTlwwMB+vfbkND7y9CocSSOtJU9/F6QM6xX4nkpFFG/dh4stLcf2pvZCZno49B6tizxJL/revL5d+v/NNMd75ht4Qc9v+w0flmVlclm7Zj30VVRjZryN+PmcZ/rtcTmv59lL8fM4yDOmZi/uvGpxUz0Ws2FFqtGS59HC1K4mpy+vUf6/AC59vxl9uPMXM2ffod5jx/rc4eKQGPzizrxS2OuKg9FA1Ln3sE5x9XB4uHCRvRlpVE8VzCzZh0kXHoSbi4HdvxL/Na19uxy/HHI/u7VsiEnWQhuR6X1FZg8z0WivZC0WbsXTLfjmvSfU4fr1xTwXWFJfj+K5tk96xNm488M/nLMO8NbulNkLFSRyoHThUhX2HqpRhVXlNbKNJFhkXRsvR8/e/vRJlR2pw/9ur8IMzZILsxUfFzSLjOA52lVfGZSmZkBx+/ppd6Nw2GwM6t8GvX/tGClqX/qGqGizcsA+9OrbCMV3aKIQ2DjRrIrNu10F8sEreE6f0cDUAYPZnGzH7s43SM8cBCmZ8jLOOzcMLt45CdSSKfy7ZJsn7+ZxleHTsMNz31kq89uX2pDS/9/TnuHRwN+S1ycKYE7uiaMNe6flfP96Av368AWcc0wl3X34i9lbEG+6Ln2/BP77YhmtO6YEBndvgzGPzEvLn3vr2C7IA9fJGSV7Cu9fGieIfi7fhvIGdpYZXE61tOI8VrsWD1wzGwK7tEvKmkC/cPFgZwSdrd2Pya9/gwasH4+zjOkvK+K2vduLUvh1x/am9kiwWW/cdwgNvr8L2A4cx/drBGNStHb4tOZiU3i3PLsIn/3s+gGQ/ioqjpIlaffWTl5Yq7183q3ZkNunC4wAkd1R1o8O3v9mZRGKAWkUGAJ9v2IfSQ9XIFSwmiaizMIj4w9zVWLxpv/JZHcRlxeVHkonj/DW7MX/N7qT7K3eUoe+v3wYA9GjfEtsPHNamwYHptNqUN1cAAH5y7oAkEgMAd76yDADw9bZSDOjcBi8v3KKVddljnxrl9cPV6sNwxecTX16Kt77eCQB4+pMN2FEaH3AkEpnFm/Zh895Dsd9Rx0HZkWo8VlhLlBP7HAB4dclWbD9wGH9ftBV/X6TeHHTJpv0Y/9wXSffHzV6Et392JsY8+jEOHK7GgUPV0vMfv7AEizfvT4pXh13lR1B+pAYn9cgFAHye0F+NmfkxNk2/LPZbZ4V9Y9kOAMBXgsXo/rdXoUu7HByf3xbPLdiEOy84ViIA1ZEoDlXVYNmWA+iT1xpnTP9QSjvR4rIvoX8rP1L7ro7joOxwTRIxijoOlm8vxW0vLsHPC47DsflxRR6NOpj10XoM79MBp/btmFQu63YdxGfr4mUx5J73cMYx8YGCaBmLRB3sLD0sEalviw/i07V7pD5cfPfyI9WIRB1kpKdh675DOOuheVL6iX39/ooqqc/5tqQcvz/abvp3TiaPsz5aj7w22fjOn+PtQfyOjQ1pTkP2xD2KsrIy5ObmorS0FO3ataMjMDHm0Y+xpqTcU9zHbjgZx+e3xZiZHyc9W33fxRgz82Opw0oFsjLS8fodp+PE7rWdzqGqGgya8q4U5rNfn4/DVTW4/aWlScr+3OM746Frh+CDVbvwf0WbsLrYvWz6d26NDbsrAAAZ6WkSCXjzjjPwWOFaFB5VBLktW+CeK07E/5uzDO1yMpPm/k2wcdqlEpkx+Y5P3ngKLj6pK0ZP+xDFZXGF8/8KjsXArm3xs78vM95kTMQrPzoNP35hSYwQ1+Gtn56JRRv34d63VpIyHrvhZFwxtLt0r45INHZsmn4Z3l9Zggn/txgAcMvpfWPTInOX78Skf3yFm0b3wVMfbajPbHpGyxYZkkXoxO7t8PbPzor9Pmnqu5Kl4NYz+2Hsqb1w0aPJ/UgdenZoGbNmecGzt5yqJDkctM3ORHllDZ688RS8t7IErysGZ3+4djDGntobQK11TFSON53WB5+u24ONeyqU8rMy02Nkb2jPXHwlTH+cdWweMtLTMH/NbnRsnZVEVABgye8KsGXfIfzi1a9ifZGIY7u0wZCe7fGvpdtw9ck9pPwnpvfQdUOU/lL57bJxzxUn4uKTusXu9Z/8NjlFedngbnj7m52uYR66bgg27anAxSd1xYerd8Usv0Ct79J9V54kWdnq8Ksxx+PKYd2xprgctz6/2D0jTCT2q34hKP0tolkTmbFPFWHhxn2+yWsoWHP/xcjOzFASmaaA75/WG/ddeVKs0TUVJS9iye8K0KlNfHfrpvKOL08Yhe89vTD2WyQyTeUdRbRskYFV910c+534jrec3hfnD+yCcbMXpTprvmLlvWPQKiszicgEjWtP6Ymt+w9hUQr6cdFiUd919bzjO2OewnpqgwW/Ph/d27f0VSaQGiLTIM9aShUqqrxbBUS0d5kGSAUmnNVP+v2vJbWjjoZPUb3hxc+3YN2u5KmjpoTh93+ArftSa9FLBUQSA9iv+rNB6yy9k6tfOFwdwYod8VF/4oD3uQWbPJGY7wzpRgdKIbbUU13919JtKSExIhrC2N9vEgMAZ/zhwwbxbl7QrInM9GuGxK57uDDRoT1zXeWMO62PVT4uSnDgM0Fmehp+c+kJ+MVR3wwAOFhZ7RJDjS5t1WdbPXXTcDJux9ZZxumZ4LZzBiTdE51dOwRIJM85rnNgsoFa07cOiUvAveDc44PLf1vFCicRV5/cw0he4oBggGJuvw53nJdcJxJx/am9XJ93aZfDy1gCZo4dhse/dzId8CheWxqfzujUuradjR3hnrfsTPeu+YaRvdnpU3jv52cbhT/7uM5Jba649IgmtP84K8E3MBF5bdz7o++O6Kl91jZHX6fLjvrcuPnRff+03njouiHa5xxcc0oPo/rlFxyndl+lxohmTWRO6pGLv940HPdccSIKf3EO2rdqgXaKivzXcSOS7t175Yn41ZjjccPI3rj9vGMkRy8AGNarPWbfkhxPhcmXnoCPf3Ue/nzDyfjVmONxat8OEoH46fnH4P9+MDL2+62fnolR/Wod0P5x22ikpaXhpxccG2ugdU5lYnOb8d2hGDuiF645pVa5jDkxTp7++D9Dsei3BfjT9cMAAL+86Disvu9ibJp+Gcac2BUPXTcEeW2y8c/bRuPlCaNi4eowNkFh/OHawTi5d3sAQDpjypUicr++ZCA2Tb8MA4XVEaIPSvtWtR3XnRccG7s3sm9HPHD1SXTiBBLfNRHv/r+4EmjFGOHffu4A/OTcAVjw6/Px6Nih+MVFx2nDmhLE4X06IK+NTEhnfHeY9Pv120+PXV9zcg+cdWwesjPTMev7pyStiAHcFe6p/ZKdIOswun8n3HXxQLTIcK8AYh1NVBBv/+ysJF8hAOjaLge/GjNQujfr+zLhvmFkb9x31UkY3EM/CMltqSfAOmI/+5YRuOrkHjFCwkF+u3jYOifzS10sKuPP6IsPf3ku+nRqpXy+4p4xGNqrPTITGte1p/TE0J65rgSyfasWeOmHo/Cvn4zG0F7t8cuLjsNx+W1x/sAuru8gJjXxvGPw7PiReOqm4bHl+nXfTjWgv3l0n9hgsGeHlujVUT1ovGpY7be++MSuePLGU5Ke33XxQAzv0wHTrhmc9Gziecdg7QOX4D8Tz0TR5AvwvVG98eDVg7Fp+mVYfs8YXHO0TEb06YA/XDsEL946Cj85dwAGdm2Lb+6+CJumX4Y191+Mb+4eg/uurJ3qvP+qk7D2gUtiOmHF9trBk+i0u+i3F0jX9181GN8d0Qvv/Ows/N8PRmLtA5fglKN9IQDcd+WJmDl2mJT3xNVCPz3/WHxnSHeMTGhfRZPPx/xfnosfn90/dk/X5/y84DjcdfFA5bP/vfh45X0AKClLHSH1E8161RIAXHRi/NTu935+NiJRB9U1DtbvPoiVO8tw5jF5yG+XE3MM69Q6C8/cciqG9WovyfndZYPw3292YvwZ/dBBUECzvn8KbnuxdqVLyxYZmH7tYIzq1wlvfb0DPdq3RMGg/NhS7t5HO647zqs9g+rjX52HLu2ykdMiA47j4PHvnYyBXdvimC5tMfuWU7H9wGEclx9X7hlHj4ZQ7ely6eBuuOaUWqIz/ZohyMpMx/rdB7G2pDzmxHblsB64clhyJ/jdEb3w3QSFVrdSBIDUoY4/oy/Gntob5w/Mx58Kv8UNI3uj/EgN3ly2A7ee2Q93vvIlvjeqN9q3zMJjhWsx+dKB6NupNd5bWbt6bOrlg/C9Ub3x3ooS/PTvX0pK4D8/PRPf/9tCLNy4T1p6Xrc53LnHd8ZlQ7rhhaLN+On5x2CTwtl63Og+aN+yBXaUHsE/l2yTnA2BWt+U5xZsiu190r5VVpJTYB0GdG6N47u2xbPjT0WHo+GWby/DwG5t8YPnvsAna/cgr02WtJT50sHdYitArj65J2oiUfz47P546uNk51Y3YjSoWzv84dohuPzxT5HXJguLf3chgFqzd0VVBJc99gnOPa6zRIZuPbMfTu7dAQt/cwFW7ijDaf07IT29dolvm+xMfL4hbqI/+7jOeOCqk9CrYyvMWZy8UuaJ752CwtXxFX+Jvi/P/2AksjLT8dmvz0frrEwMvvtd9W6kwr06ZXj+wC546qbhaJGRjsduOBn//mqHFGdvRSUSMebEfLTISEN1xMH0awbj+qMWi//89EwAwL3/WZm0ImhA5zbafVfuLDg2aZl5VmY6zh+Yf/Q6XudvP3cARvXvhJuFKaKu7XJizuRd2sYtP3V1tVuu3hp05wXHon2rLDw6dhiu+UvtRogDu7bF6uJy3DCyN1ofJQ9Fky/A1v2H8NDc1Th9QB5+dpTIP/PpxiSn3LbZmVjy+wuRJVh63rzjjNj1UzcNx56DldhTXoXnFmxC2ZFqvL8y/n3XP3gpok7tSqIcYWOZv3bdgCWb98fao7hq6eHrhqBbbkuc2q8DsjPluvzh6hIcqY7i9qOrANPSgJnXn4xH/mcoMo7upbRp+mXYvLcC5zw8H91yc3DbOf3xk3NrLXHdc3Niq8Puu/JE3DS6LwBg8FHC9ODVcbLTJjsTM8YOwwyBQJx5bB7OPDZPUvZ1ebxpdN+YPADo0aEVynaWxb6dSLjb5bTAWz89E44jf+dB3eO+IK/dfgYqKmtQHYnGBl39O7fGUx9vwK1n9sPgHrn468cb0LltNq4+uUdMH4jlfOOo3rG9zSZddBxG9e+Is47tjDQAxWVH8PmGfWiVVbt14SWDa/vzypoIoo6D6khUciIe0qN97Pqc4zqjRUYaPli1C8/ecipOH+Bu7WqoaPZERoRYEXt3aoXzhFHKmxPPTNrOW8QJ3drhhG4qR6Z4+F9fMjBGFH54Vn9FWBm9hRFZWlpabDM2AGidnSmRGCBOKGIWGc18Z11nNqBzm9i+KjbIEIhMXR46t83G/VfFO5PT+tdarMQVHJcJo9I5PzoNeUf3PABqfQBaZ2fgpO7xEXWLjPTYFKC4mV/dMvLM9HQcl98W911Va4kRicw5x3XGucd3xvgzav2Jyo9UI69NNq4c1h2X/OkTAMCZx+ShU5ts/OKi49EmOxO9O9aW/99uPhWXPvYJdh/dx6HghHx8d0TPGAk+7/h4PanrSP90/cl4oWgzrh3eA6t2lsdW6WQlTBlkZqRj8qUnxIjM9GsG46Nvd+O/y4u1O5uKTocf/+o8dBRM6WlpaWiTnYmPfnVe7N5vLh2Id74pxp0FtYouv10O8oVplboZIvE7jurXEb06qi0Clw3uhksHd8WQnrkoXLULF5zQBacPyMMZx3TCZ+v2olVWRuw969rU0+NGkKsr6t73vqtOinXmAPDs+FPx6uKtyGuTjf8r2ox7rki2tKWlpeGdn52FRZv2JZFuALj59D44WFmNV5dsi5Gnvp1aYc6PTkOnNlkomCGvGko8CmBk346496oTY7/75cXbzf8eVYav/Og0HDhUjTEn5iMSdXDr84vx0be7JcVXV1fb5bSILWVf8Ovz0bVdDiqqanC4KhJTdj07xC0X//npmVKZALVtrHPb7KR9h8QeanCPXDx103C0zspMqnsiWmSko1tuS3TLbYk/fncoHMfBks37cd2sIozs2xFpaWnISAMyEjbPq6szida07rk5+B8Xa14dIVz7wCUoXFWCkf1q+4fMhHfs06k1lk25MEZu6nBa/06x7S0y0oOdWEjsV8V2mZGeFhuYuKF1wjTskJ7t8cT34lanusGrKl0AGNU/bvHPzsyIlR8A9OzQCtcNT26r2ZkZuOO8YxCNOvh6W2lsK4Ezj83Dby4diH55bXDhoHw4joPdBysl/dfYEBIZA3hZmhbAajYtdJ1K0BAbnNdORWyoQG1Zi401Ll/uVMTrjARTu0jknhem5gCgbU4L/PqSWgX04NWD8bdPN0ijuB8Lfjmd22Zj7IheeHxerZXmxO7tJEueCh1bZ8WIQ88OrfDdET2xr6IKx2iI4+kDOuGb7aW4dEi32F4dEYKQAjLZ1eFHZw/Aj86mfUrk7xi/fvHWUfj7F1twzxUnSlNXvTq2wuLfFcTiPXTdUDz2wVqMT9jUDQAuOCEfax+4BOVHanDKfe/H7osj+Lr3TZwyOe/4Ljjv+C5wHAc/PmeA1p/t2Py2ODZfvTlbn06t8dB1Q7Fpb3yFS0ZGWlK9i71/RjouH9odX2zch/cnnY22OfI0VMfWWXj/52dLo+bTBFmZGWmx9xC/o1hXP5h0DqqjUbQ7KrttTgspnS5tc/Cvn5yOtjmZSSSGi5tG9/G0EiUtLQ0j+nbEugcuSWpXIuJKvpb41VVVbl/ZIiNdWtasQh2xE6EaPAWFWJ9zlISK/WtGgB28+I426aSnp2H2LafitaXbYishxf4gLS2tUZMYICQygUOsfkGTmkQlL6q/INMWyUvQnUrdiE2cPqvrWCh/DB2+N6o3vjfK3XnStuN86Lqhrs/rNljMaZERK8+675gqXqp7xzozvAqigu3RviX+4OLo2CIjHR1bZ+EfPx6Npz5aH9tjCKhV8hENIa1DWlqaRGJ+d9kJuP/tVfj9dwYRbxaH6ETbwoV0X3dKT3x/VO/aQxM1+dGRpjoktkfxO2amp6FlVgZawt2vanifDq7PVRDbum17TLSQJKK+Bk8ZGtIdBOr6lTorcB1pS0tD0nEcQaQL+POOda4FTRHN2tk3FUgXepWgjTPxEaD3Dd1s0gWC71QSzbxAfCvzINOW3tEjYXJDRnpabHSfOJJPlZIQ3zE9QOY7sl/H2BRc3Qg+Uclz8MOz+mPRby7ArWf2owMfhUhkMoXveOYxMlFrmZVRO51iUacyNQowMe0gEbySl0l3quiMRLoDLstEQqqzHPqfbuoGiI0dIZEJGJI+CNgkk2SREXqVtABpVCpHR/F3FHxkYh1LcNVZJC+Bd2AZsik7VQe8SR1nwMqhrj7WvZn4PU3qkOkSatHpVPyOqtVRtki0rIlHggRZV8XSC5KQAskWmVTtQ5LKwVOMrEXk7xh4uil8x8aOkMgEDLEfSZ1FJsU+Mj6bQF3TcvORCVD5+uEHZJpW3Ug+VUQmld8xEWKdDVLJyxaZ+PWo/h2VYWyQ2B4TnURTgcCnehXtEQh+Gl2c0gmyvgCqKcLgB05iuonXIZIREpmAITq9Be8jI48ARTtvkGlnptAEWkdWVD4yQaYtvmPQswKZCd8xVcQ0lQ6UdfUxdhip8I5B6ofsFsJ3FN6xT6f45nstfdrxVzclAQRbvmKfE6QPByA6wh519o3lIdBkpfJLFVmLTxGmxiKTmUIrcGNHSGQChjSzFLBNJlOh5FOBlJp5E5S86CSa2Nj9LAXJWuFxBYlpWnXvlSqXp1T5yKgQSdG0S5bw7XTO4S1b+ENkki0ytR8yPWAnURFBrqoB6s8KLFpFg7TEAvH6WJ2wail4AhV/x1TVl8aKkMgEjNRaZBJ8ZARVHmTS9bIUMmF0VJt2gD4y9fKORztOYWop2NVnqXOgjEtPfscgizdbICmJU4TfP6125VrdsnxbJC7bFfc7ChJiHQlaySdagWPLrwMetIljiZRZgRN8nVLlDwiEFhkK4fLrgJGmuQ4C9bZqKZXWCpcVPanzkUntKFd8xyAtJan0A6pDneITR7le9mviQl5+Ladz35Un4fZzj/HtBODE9kgtLw8CQVtkWiQo+VStW5IsMin2A0qdRSb0keHCU2/1xBNPoG/fvsjJycGoUaOwaJH76a2vvvoqBg4ciJycHAwePBjvvPOOp8w2RqTXp0VG8pEJLvGUWisSVvTUpMjvIJVLIROtTqKzb7CWNdEPKDU+MnVIld+BSGQS00pLS/ONxNTKT1i1lCIFKEpP2SrChOnswPu6NLHPCXrwVLdqSV5GH/iUVkbqyFpjh3ENmDNnDiZNmoSpU6di6dKlGDp0KMaMGYNdu3Ypwy9YsAA33HADbr31Vnz55Ze46qqrcNVVV2H58uXK8E0N8qql1HQq9buzb2p8ZGLWikhqiIzfm1O5wc0iE6zTduresY5YxywykdQoeXGbfq+75XKR6OtUZ5lJ1R4yQCrrasLOvoGmWr8rJWOWtRT5HwEhkaFg3JJnzJiBCRMmYPz48Rg0aBBmzZqFVq1aYfbs2crwf/rTn3DxxRfjV7/6FU444QTcd999OOWUU/D4449bZ74xIE37w3+otu9PRdKpHMnXvWN1ggOl+CzIdINOp1a+7FwoW2SahmWtDnV+XDFH2MAtMqKPTIrqaoL1MFXTdmIegpN/tK7W486+we8mrrYCp3bVUujO6gYjH5mqqiosWbIEkydPjt1LT09HQUEBioqKlHGKioowadIk6d6YMWPwxhtvaNOprKxEZWX8hNuysjKTbDYspCkvA0Fdg35/ZQn6/vrtgFNLThcIfrRZJ/8/X+3Af4RTkRMPlfM93XpY7vnPJdvwzyXb5IdBWmTqYR+Zfyzehn8sjr9j0GWr29k3CNS9y+zPNkonbwdOEsXl10FbDY6W4ZPz1+PJ+euFLARMoNJSV1frvtejH3yLRz/4VrifGn9AQHZuDpEMo+LZs2cPIpEI8vPlw/zy8/NRXFysjFNcXGwUHgCmTZuG3Nzc2F+vXvpTVBs6jstvi/atWqBliwycKJzkHAQG92ivXDo6vE8H36cknh43AulpwMPXDcHAbm3RNicTrbIycKJwfH0QGNKzvXLDspF9OybdO7l3e3Rpm41T+3awTndQt1y0yc5Em+xMDOoW7Hcc1ru99qTip74/PLB0T+yei1ZZGWibk4mB3dzPEbLFsF7tpaXQdRjZL/k7+okhPWvbSPtWLZJOj/cbp/TuoFziHfg79shFTot0dGqdpT2k1C+c0ruDkkj40ebcUNdGurTNRt+81nQECwzv21G5ki7o73hy7w7IykhH99wc9GhPHw7bnJHmGOwpvWPHDvTo0QMLFizA6NHxo+P/93//Fx999BEWLlyYFCcrKwvPP/88brjhhti9v/zlL7jnnntQUlKiTEdlkenVqxdKS0vRrl2wijIIVNZEEI36t9GWGw5XRXCoqka616FVViAm++pINOZncKQ6AgDSacBBQfWOHVtnKUeBNZGob9aaVL7joaoaHK6KSPfatWwRuF9HKt+xorImll4ddN/RTxyuiiA9XZ5mCgqJ75iWloYOrVqk5B0z0tO0hNhPHKysQaXwjulpaejQOvnEar9xqKoGmenpKXnH8iPVqKqJT2On6h0rKmuQlZkeeLsPEmVlZcjNzQ1UfxtNLeXl5SEjIyOJgJSUlKBr167KOF27djUKDwDZ2dnIzs42yVqDRio6zDq0zMpICWECZGfJVCi+Opi8I3V6rwlS+Y6tsjLRKiv1uyOk8h1bZ2eidXbq3zFV7QNoHu9YZ6lMNVLZPtrmtEhZWiLqo+40Rhj18llZWRg+fDgKCwtj96LRKAoLCyULjYjRo0dL4QHg/fff14YPESJEiBAhQoTgwpjuTZo0CTfffDNGjBiBkSNHYubMmaioqMD48eMBAOPGjUOPHj0wbdo0AMCdd96Jc845B3/84x9x2WWX4ZVXXsHixYvx17/+1d83CREiRIgQIUI0OxgTmbFjx2L37t2YMmUKiouLMWzYMMydOzfm0LtlyxakC97cp59+Ol5++WX87ne/w29+8xsce+yxeOONN3DSSSf59xYhQoQIESJEiGYJI2ff+kIqnIVChAgRIkSIEP6iwTn71hfquFaj3k8mRIgQIUKEaGao09tB2kwaBZEpLy8HgEa9n0yIECFChAjRXFFeXo7c3GD24GoUU0vRaBQ7duxA27Ztfd1/oW5/mq1btzb7KauwLGSE5RFHWBZxhGURR1gWcYRlIUMsj7Zt26K8vBzdu3eX/Gf9RKOwyKSnp6Nnz56ByW/Xrl1Y+Y4iLAsZYXnEEZZFHGFZxBGWRRxhWcioK4+gLDF1aLzbBYYIESJEiBAhmj1CIhMiRIgQIUKEaLRo1kQmOzsbU6dObVLHIXhFWBYywvKIIyyLOMKyiCMsizjCspCR6vJoFM6+IUKECBEiRIgQKjRri0yIECFChAgRonEjJDIhQoQIESJEiEaLkMiECBEiRIgQIRotQiITIkSIECFChGi0aNZE5oknnkDfvn2Rk5ODUaNGYdGiRfWdJV8xbdo0nHrqqWjbti26dOmCq666CmvWrJHCnHvuuUhLS5P+brvtNinMli1bcNlll6FVq1bo0qULfvWrX6GmpiaVr+IL7r777qR3HThwYOz5kSNHcMcdd6BTp05o06YNrr32WpSUlEgymkpZ9O3bN6ks0tLScMcddwBo2vXi448/xuWXX47u3bsjLS0Nb7zxhvTccRxMmTIF3bp1Q8uWLVFQUIC1a9dKYfbt24cbb7wR7dq1Q/v27XHrrbfi4MGDUpivv/4aZ511FnJyctCrVy889NBDQb+aMdzKorq6GnfddRcGDx6M1q1bo3v37hg3bhx27NghyVDVpenTp0thGntZAMAtt9yS9J4XX3yxFKap1AuALg9V/5GWloaHH344FiZldcNppnjllVecrKwsZ/bs2c6KFSucCRMmOO3bt3dKSkrqO2u+YcyYMc6zzz7rLF++3Fm2bJlz6aWXOr1793YOHjwYC3POOec4EyZMcHbu3Bn7Ky0tjT2vqalxTjrpJKegoMD58ssvnXfeecfJy8tzJk+eXB+vZIWpU6c6J554ovSuu3fvjj2/7bbbnF69ejmFhYXO4sWLndNOO805/fTTY8+bUlns2rVLKof333/fAeDMmzfPcZymXS/eeecd57e//a3z2muvOQCc119/XXo+ffp0Jzc313njjTecr776yrniiiucfv36OYcPH46Fufjii52hQ4c6n3/+ufPJJ584xxxzjHPDDTfEnpeWljr5+fnOjTfe6Cxfvtz5+9//7rRs2dJ56qmnUvWaLLiVxYEDB5yCggJnzpw5zurVq52ioiJn5MiRzvDhwyUZffr0ce69916proh9TFMoC8dxnJtvvtm5+OKLpffct2+fFKap1AvHoctDLIedO3c6s2fPdtLS0pz169fHwqSqbjRbIjNy5EjnjjvuiP2ORCJO9+7dnWnTptVjroLFrl27HADORx99FLt3zjnnOHfeeac2zjvvvOOkp6c7xcXFsXtPPvmk065dO6eysjLI7PqOqVOnOkOHDlU+O3DggNOiRQvn1Vdfjd1btWqVA8ApKipyHKdplUUi7rzzTmfAgAFONBp1HKf51IvEDjoajTpdu3Z1Hn744di9AwcOONnZ2c7f//53x3EcZ+XKlQ4A54svvoiF+e9//+ukpaU527dvdxzHcf7yl784HTp0kMrirrvuco4//viA38g7VMoqEYsWLXIAOJs3b47d69Onj/Poo49q4zSVsrj55pudK6+8UhunqdYLx+HVjSuvvNI5//zzpXupqhvNcmqpqqoKS5YsQUFBQexeeno6CgoKUFRUVI85CxalpaUAgI4dO0r3X3rpJeTl5eGkk07C5MmTcejQodizoqIiDB48GPn5+bF7Y8aMQVlZGVasWJGajPuItWvXonv37ujfvz9uvPFGbNmyBQCwZMkSVFdXS3Vi4MCB6N27d6xONLWyqENVVRVefPFF/OAHP5AOZW1O9aIOGzduRHFxsVQPcnNzMWrUKKketG/fHiNGjIiFKSgoQHp6OhYuXBgLc/bZZyMrKysWZsyYMVizZg3279+forfxH6WlpUhLS0P79u2l+9OnT0enTp1w8skn4+GHH5amGJtSWcyfPx9dunTB8ccfj5/85CfYu3dv7FlzrhclJSV4++23ceuttyY9S0XdaBSHRvqNPXv2IBKJSJ0wAOTn52P16tX1lKtgEY1G8f/+3//DGWecgZNOOil2/3vf+x769OmD7t274+uvv8Zdd92FNWvW4LXXXgMAFBcXK8up7lljwqhRo/Dcc8/h+OOPx86dO3HPPffgrLPOwvLly1FcXIysrKykDjo/Pz/2nk2pLES88cYbOHDgAG655ZbYveZUL0TU5V31bmI96NKli/Q8MzMTHTt2lML069cvSUbdsw4dOgSS/yBx5MgR3HXXXbjhhhukgxF/9rOf4ZRTTkHHjh2xYMECTJ48GTt37sSMGTMANJ2yuPjii3HNNdegX79+WL9+PX7zm9/gkksuQVFRETIyMpptvQCA559/Hm3btsU111wj3U9V3WiWRKY54o477sDy5cvx6aefSvd/9KMfxa4HDx6Mbt264YILLsD69esxYMCAVGczUFxyySWx6yFDhmDUqFHo06cP/vGPf6Bly5b1mLP6xTPPPINLLrkE3bt3j91rTvUiBI3q6mp897vfheM4ePLJJ6VnkyZNil0PGTIEWVlZ+PGPf4xp06Y1qS37r7/++tj14MGDMWTIEAwYMADz58/HBRdcUI85q3/Mnj0bN954I3JycqT7qaobzXJqKS8vDxkZGUkrUkpKStC1a9d6ylVwmDhxIt566y3MmzcPPXv2dA07atQoAMC6desAAF27dlWWU92zxoz27dvjuOOOw7p169C1a1dUVVXhwIEDUhixTjTFsti8eTM++OAD/PCHP3QN11zqRV3e3fqGrl27YteuXdLzmpoa7Nu3r0nWlToSs3nzZrz//vuSNUaFUaNGoaamBps2bQLQtMpCRP/+/ZGXlye1ieZUL+rwySefYM2aNWQfAgRXN5olkcnKysLw4cNRWFgYuxeNRlFYWIjRo0fXY878heM4mDhxIl5//XV8+OGHSSY8FZYtWwYA6NatGwBg9OjR+Oabb6QGWteZDRo0KJB8pwoHDx7E+vXr0a1bNwwfPhwtWrSQ6sSaNWuwZcuWWJ1oimXx7LPPokuXLrjssstcwzWXetGvXz907dpVqgdlZWVYuHChVA8OHDiAJUuWxMJ8+OGHiEajMcI3evRofPzxx6iuro6Fef/993H88cc3qumDOhKzdu1afPDBB+jUqRMZZ9myZUhPT49NszSVskjEtm3bsHfvXqlNNJd6IeKZZ57B8OHDMXToUDJsYHXDyDW4CeGVV15xsrOzneeee85ZuXKl86Mf/chp3769tAqjseMnP/mJk5ub68yfP19a/nbo0CHHcRxn3bp1zr333ussXrzY2bhxo/Pmm286/fv3d84+++yYjLplthdddJGzbNkyZ+7cuU7nzp0bxTLbRPziF79w5s+f72zcuNH57LPPnIKCAicvL8/ZtWuX4zi1y6979+7tfPjhh87ixYud0aNHO6NHj47Fb0pl4Ti1K/V69+7t3HXXXdL9pl4vysvLnS+//NL58ssvHQDOjBkznC+//DK2Emf69OlO+/btnTfffNP5+uuvnSuvvFK5/Prkk092Fi5c6Hz66afOscceKy2zPXDggJOfn+/cdNNNzvLly51XXnnFadWqVYNbZutWFlVVVc4VV1zh9OzZ01m2bJnUh9StMlmwYIHz6KOPOsuWLXPWr1/vvPjii07nzp2dcePGxdJoCmVRXl7u/PKXv3SKioqcjRs3Oh988IFzyimnOMcee6xz5MiRmIymUi8ch24njlO7fLpVq1bOk08+mRQ/lXWj2RIZx3GcP//5z07v3r2drKwsZ+TIkc7nn39e31nyFQCUf88++6zjOI6zZcsW5+yzz3Y6duzoZGdnO8ccc4zzq1/9StovxHEcZ9OmTc4ll1zitGzZ0snLy3N+8YtfONXV1fXwRnYYO3as061bNycrK8vp0aOHM3bsWGfdunWx54cPH3Zuv/12p0OHDk6rVq2cq6++2tm5c6cko6mUheM4zrvvvusAcNasWSPdb+r1Yt68ecp2cfPNNzuOU7sE+/e//72Tn5/vZGdnOxdccEFSGe3du9e54YYbnDZt2jjt2rVzxo8f75SXl0thvvrqK+fMM890srOznR49ejjTp09P1Suy4VYWGzdu1PYhdfsNLVmyxBk1apSTm5vr5OTkOCeccILz4IMPSsrdcRp/WRw6dMi56KKLnM6dOzstWrRw+vTp40yYMCFp4NtU6oXj0O3EcRznqaeeclq2bOkcOHAgKX4q60aa4zgO334TIkSIECFChAjRcNAsfWRChAgRIkSIEE0DIZEJESJEiBAhQjRahEQmRIgQIUKECNFoERKZECFChAgRIkSjRUhkQoQIESJEiBCNFiGRCREiRIgQIUI0WoREJkSIECFChAjRaBESmRAhQoQIESJEo0VIZEKECBEiRIgQjRYhkQkRIkSIECFCNFpk1ncGOIhGo9ixYwfatm2LtLS0+s5OiBAhQoQIEYIBx3FQXl6O7t27Iz09GNtJoyAyO3bsQK9eveo7GyFChAgRIkQID9i6dSt69uwZiOxGQWTatm0LoLYg2rVrV8+5CREiRIgQIUJwUFZWhl69esX0eBBoFESmbjqpXbt2IZEJESJEiBAhGhmCdAsJnX1DhAgRIkSIEI0WIZEJESJEiBAhQjRahEQmRIgQIUKECNFoERKZEA0WjuPgUFVNfWejwcJxnPrOQogQIULUO0IiE8JXRKIOrv9rEe7659fWsn7x6lcYNOVdrC0p9yFnTQuHqyK44I8f4df/si/nECFChGjMCIlMACg7Uo2/zF+HrfsO1XdWUo5vtpfi8w37MGfxVkSjdhaD15ZuBwA88+lGP7LWpDB3xU5s2FOBV77YWt9ZCRGCxD++2IpFG/fVdzZCNFGERCYA3PeflXho7hpc+tgngad1uCqCa/7yGR59/1trWe+tKMYf5q62IiDiArvyI/5MC7XObhS7BKQU4axSiMaCxZv24X//9TW++1RRfWclRBNFSGQCwKJNtSMPvxS5G/7z9Q4s3XIAfypc6xpuX0UVPlu3x5Wk/OiFJXhy/np8uHqX5/zUCPIPHK7Shtu2/xAOV0W0z0sPVceuW2dleM5PU0V6eFQHiccK1+Luf6+o72w0e6zffbC+sxCiiSMkMh7wm9e/wc/+/qXW2TI7M16s+yv0ypzCkeoIvvtUEW57YYk2LfG+m/PnZY99ghv/thDvrSwm5Ryp0RMMCkeq43EPCGRExLpdB3HmH+a5WqyemL8udt0qtMgkwU8eM+O9NbhwxkcoPaz+Xn5i6pvL8Z0/f4JKizrGQSTqYMb73+K5BZuweW9FoGmFcEdVJHXmw0jUweMfrg2nsZoZQiIjwHEcbN5b4Wq1OFIdwcsLt+DfX+3Atv2HlWFyWsQtCDY+DO+vLMGijfswd0UxNuxRd8ZiWoer9cphZ+kRAMCC9XuVz/cLpKNj6ywv2QUAHBKsLDqL1Pw1tRafjZp3AoBdZUdi141pamn7gcOoiUQDT8dPi8xjH67D2l0H8drSbcrnNZEo7v73CsxdvtM6reeLNmP59jJ8uMq71Y8DcbVbaL2qX1TXBN8e6vD6l9vxyHvfhtNYzQwhkRHw3IJNOOfh+bj3rZXaMBWVQgeZru4gszLixZqVqS7imkgUj77/LYo0xAKodRquw8bdaqWfKZwmul9jAdl+IE64ju3SRhlGdEzOtDihVFQgUY2FqHPb7Nj1EQ356tg6HqaxTC19/O1unDH9Q/zi1a+sZa3ffRBVLgpAVM4RC58m0RLXRkMYF2/ej+cWbMJtLy6V6qQNdG3HL1RUxuuVrg02VVRHopj231X4bN0ea1lvfb0Da4rtVg3WRFNHZDaE01jNEs2rhRN4aO4aALWERoeDApGJaEym2S3ixdpKo4TfX1mCPxWuxQ1Pf65NS+QBOlUlmugPaiwgX27ZH7tuk6NWVl9vOyCkq1eM32wrxecb9ORLJCY6Ka2z4nnYXV6pDHOMQLiyMxsHkalbXfXmsh1Wct5bUYwL/vgRjvvdfyXLlAiRB1RbWIDqLHUAkCcQTBEioSrVkGVTiGQ/CFQIhLq5OUa/vHALnvpoA27820IrOfPX7MLEl7/EmJkfW8mpTuHUUjP71CGOIiQyAjhTGCKRqYqorQliJ60jMuI0UDljlKsjF0eq40pGZwHhjNjLBBKkC11VE8Xlj3+K6//6udafQsyPLs+iQzBHCTsNpHuqqKxx9XnSWbtM8fdFW2LXf3xPvRpNnC2psbDIfPzt7th1C40lTpSuq2MciPVQZyWpqKzB3f9eYe3jcKhSJNQNo/6kCpsYPkGO4+D+t1biyfnrtWHcrMUmcLMs+o3mRlpD1CIkMgJaZ9Mjf9FkXVWjIQ7C7ZYt1DLb5bSIXe/TKEdHcy1CtMjoCEtUcghWy3EYYUQTs25kziFNoqlZpxhF5dNQOqch97yHk+97X5peFNGCOYWxv6IKW/bq9xgSlbyO6Iknydr45IjEXKfwxbphszWQqNBaaCwyj89bh+cWbLL2cTio+UYharF0y3787dON+MPc1dowexkLFaojUby2dJs0fa0KQ8FxHCzZvA8HDrmn+Y/FWzFvjd6/qrmR1hC1CImMgFZZtEWmQrLIqBtoRFDU2RoiE3EYVgmGBq+sES0gtBhWGE1nUCxMc+hWNnHIl0h2dIqxoZCXOlTVRGP53mK50eHJ972Psx+ep502yhKm0nSWC9HDxMZ0z6obwrWOeEajDm55dhEmzVmmTUsmMmofGTeCZ4LD1c13aomD5dvLyDC6AZaIF4o2Y9I/vsK5D8/ThuEQmQ9W7cK1TxahYIZ+Gmv59lL87z+/xvhnvyDlhWheCImMAI5TqUgcdA00v10OKSciTa/orBLCtaYzFn1StNYNw45cF16Uf8hlD5i4IPXtGuF9dRYcDiFKJUQn19YawsspZ9G6sUZz9IKo5HVERvwWbs6UO0sPu+4wzRrBCkF0K/rWlJRj/prdeO3L7dowlcJUrM6hXEdwTCEWSUOoP6kEpx5yrC2cJfJFR/3l3Mg0h2i/f3RbiD0H1T5zAPCV4MenRXP72CEAhERGgrhfCWffFt3c74DOcV8JGz8ROapajpgH/TQNJYVHmhyJyKhN99IUlSY1UfFqiUwDG0aXCT5BNqt5KwQC2FaYXhQhrXrTTMGI9adGoyiiUQejp32Isx6ap50OE6GvG7QFTfT5qtYQq0rRf0qTml8rjOT6rK9jy7eXalfONXekga7onO/Fschw0trhMn1Vh4bVa4RIFUIiI6Bvp1axa92+LWJHrptaEqGfXqEtOxy/FTE/+mkaunlzppZE+ZzOX5esqIR502F23dNn6/bgzle+ZDlV6yA5Q2unYOh8ij4AOuuDqBx0iiLCIMKHhG+096DGD4tRziIv0ZFlca8QHbES24uuDP0iMhy/sJcWbsF3/vwpfvTCEl/SbKzQfXcOYc9mrD7jEBnOjg+if6IODW0AFCI1CImMANEBV7eUWVRWOouMI7MCJcTOnjW1pBYjgTO1ZEpqRIjKUze1xPG5kKaWGJYvGziOgxv/thBvLtuBORabE4okyGbljrjbsW5GqAVjHyJ5akmdH9EKk6EhTabWOt27iyRFp7jE9qJLS+cEbArOJ3rx880A5JVbKry2dJsvZ5k1VOjKKo3BZMStJkzli/Br00Ju0wwJT9NCSGQ00Do1Crdtlg5zRtQ8R0zB7K/1NxGne2g5ujBimejOSeLIqZGcfWkS54ayI9WuPiAicdA5XnMgfiObLlAkgDoSx7PIqPMmgrPnkQSGRU9XD8X6oLNUyo7pmnf3bX8ZOs85zPow6R9f4U+Fa7Fs6wEf8tXwoGuDnD0L/fpevhEZRpi1JeU4bVphjMiGaPwIiYwAji+A2AHbEBCWj4wmnzrYrAASw3AsO1orEsP6Iy4X1pIvRhkCwKn3f4CzHpqHbfvVZGa34DyoWwrPQYQxvcL5YGJcnX9QC0GD6BSFODWpm8oRLTI6vxXOlCLHIiMSNF1+xDzriso3HxnGtzCtD2UpOIuqPqArKg614AwOOByFQ5o4cjjffcqbK1BSVonfvbGcDhyiUSAkMhroHQTj19WafWRkR0O1fFEh6Paj4TjOgkEcHO0PDRhTSxylp4NI4lh737hIrRvl60bL4s7BNuZkSQlbyBHfizNFxbHI6OSIFhkdueD49XD2kRF9pnTEXLyt9ZHxaYQv5lP3ji0Nj77IDPhYhfqC7ltwrCR+fS/ONBZrQMapz8wh4t6DlSndzC+Ed4RERoBslVCH4ShYhouMpFg4Z5Hw9vhQh2HlWbqmyQUHutCcfWQ4EBVmbkv1CiBxaslmSkgmDuowLI4oBNKRuHbCu+RojmeIMMiFuLstb1My+r7NlKv8vhprlEDcbDb642yoaGqRydAQmcNVETw5fz3WapbT1yc4G1Tq2jvL2ZexeSMHqfSR4fhhbd13CMPv/wAX/8nueIYQqYEnIvPEE0+gb9++yMnJwahRo7Bo0SJWvFdeeQVpaWm46qqrvCQbOGRLCt1hs2Rq5HB8ZCQ5jLT0jrOMyAw/COON9XTTauLUEstBWS1HPCZBd+ChjWOuiAijfETo649AQDSVSbQU6JRnJEJbiESCrHMI5vlhiWFoy45u2pGzkkhUMpUWo2HOYILjIyN+I923eOHzTfjD3NW48NGGp/RsCCxnckk8/FNHmjhLq1Np7OJY1t5bWQIA2KA5rDdEw4IxkZkzZw4mTZqEqVOnYunSpRg6dCjGjBmDXbv020YDwKZNm/DLX/4SZ511lufMphIcHxmOA67WIiMSGe3UkjpdXX5Y+8iwlLD6vmzZ0cRlrIPhTC1xRtSl0t4u6s4pytFoDEQ4xyowCld8XQ7x1Fq1GJYdUQ7HuqH9pgxLpQiORUYnRvyKNhSUQ75056CJEH2LdERm2/74/iYNbTUM5xwu/aolWr5f7+vXaeic/HAsMpEUntgdwh7GRGbGjBmYMGECxo8fj0GDBmHWrFlo1aoVZs+erY0TiURw44034p577kH//v3JNCorK1FWVib9pQI84iBcs+Sow4gNRbfKg+e/IF7TZhI9AYlDe/gko5MwdXS22Y1YdGblWEBszmFhOfsK0JJBcSM7lpLRvBfnmAfhmrO7KsfawiFNWiLDGASIytONMP5h7mq8/uU2tRAk+pepkcnYRTjCsMj07NAydu32Teet2YV1u1I7/cQjsOo8c7gFp73znH1Tt2qJcyZaKk/sDmEPIyJTVVWFJUuWoKCgIC4gPR0FBQUoKtIf8nbvvfeiS5cuuPXWW1npTJs2Dbm5ubG/Xr16mWTTMzirllgHMLr8qoO8MytnZ18aukEERwyHoMkuDgzFqLkv+gdxfC5YhFETxq+BlUgcONNqWjmMqSXO95JJAU3idH5YHIUvb7pI51k7tRSl8yxZZDTfbvHm/Xhy/nr8fM5X6gBgKljGlEcNg8iIcnRpfbX1AMY/+4XrWUJ+wZG+u3fSzSEXsv3Vu/L3a2qJ5SPDSIzjWxSi4cCIyOzZsweRSAT5+fnS/fz8fBQXFyvjfPrpp3jmmWfw9NNPs9OZPHkySktLY39bt3rfyMwrbPc3iYVnjMw5I2qesy9HgejkcBQ1w7JjOPWmJ1+00tOlK4JDPDng7EYs5UdzX5paYqyX18kxPXhTu2qJofA531R8YDO1JEJXn0VLXJlmt2aOUuUoT7HcdESGk+7KnamxKgMyydV9dxG6cjZd7mzTvvyyyHCQyZhasnE0D5F60Mc9W6C8vBw33XQTnn76aeTl5bHjZWdnIzs7O8CcacAYebKmKhiKyHSkxFkh5Rf50sVgrYAwTMzGQZlD9IJw9rUpZ87ya0f7Q8iP4aaCNitKRNikZUoqOdOOOw8cQbuuySvWHEYhcnSnaMnSWXBEOTbWOr/A6RM4fRRrSTTDH1BO1lHKFTliNOqQPjM6ORwCy/GR4fTPIRoOjIhMXl4eMjIyUFJSIt0vKSlB165dk8KvX78emzZtwuWXXx67Fz3aMWRmZmLNmjUYMGCAl3wHDs6ImmMl0fvIMKwbDCuJLm+SHENCpCcFdBhJJod8sZaHctJSgzNFxUGUQRyk/DgOVKs+ROuGjluwyla07Lj4ktRBu2rJ5ZcqLU4d072XtI8Ma78PNcoFi8xBzWGYnLoqKkKdYuTsnSSCY4UMGo7mWhteVz5SGA1xcOQwnLRU/EiUXRN1kEUSGbUc1tQSwzcqJDKNC0ZTS1lZWRg+fDgKCwtj96LRKAoLCzF69Oik8AMHDsQ333yDZcuWxf6uuOIKnHfeeVi2bFnKfF+4kAmI95GMLFMdqobhL8Ay+0t+PbSy4k1RacIw/DI4aYlgHXTJCKMjRIFMLWnCcHx2RGXOISD6fX/M6o9vx2BYTPNFON9UuNZu9Cedg8YpQzVkRa0Ow5makdJNIWHR5oFDLiQzki5IPAxr+luTH44Dtzi1xNv7hpEfTVosi0zo7NuoYDy1NGnSJNx8880YMWIERo4ciZkzZ6KiogLjx48HAIwbNw49evTAtGnTkJOTg5NOOkmK3759ewBIut8QICtGdRgOUecoB7+cyXijZX86Y9PVOpxUdcqcVc6aa1M5HHAcVVlyGORLBGeqguNnxOmYtWUo7cjrnThEGWSQY0k5WFlNhuEQallRO0hXWNA4vlEchZ9amJF3zllLkaij9hEy7lvUEEVXR6NoCfel8XqLp3ytstpwVqtxNimtqoni/4o24ezjOuO4/LZk+BDBwZjIjB07Frt378aUKVNQXFyMYcOGYe7cuTEH4C1btiCdcyZ7AwfHR0bXiFmHNBqObHkmYoZlRxtXfS1CnhrQyGFZCgytUTYmfY5PEwOcnXQ5+eGctcQhaBzLhdgX2+zXI6XFWBnHmk7lWNk0gcRVUdpPwag/sqVALUY+mkKXmJAWoz43CDD6lvQEoqcUoxbJSVZOS2AydtYQuf6oyKm8ykw9ZcaZWvrbpxvw0Nw1wNursGn6ZR7zG8IPeHL2nThxIiZOnKh8Nn/+fNe4zz33nJckUwJTXwAeKfDeAZjOP3OUlQ35Yi09N7SkWClYRvlwlCcHknMtp5w14Pm2mOWNZ/b3ThhZmy4y8iwtGWeUlY2FkVNXRfWley95SlFDiMS8kTkLHqb1h7UUntPeWW3fbACnl0Mj4jhKBZfYt6isNpxVS1810dPQGyMav+nER8jkgmGRsUnLtLPRyqEtBX51bKYdDEu5MTZY40BPvszk6GC6dJgzPcfZR0ZbDixy4Q+Jk60/dBhdCZnuxWPnO0aDs9qIYx2Q5DSAVbuc8hGhbSOczQmlAZAZkZfyYNq+WPVHF5mWz7HIcPYhCpEahERGA561hY6rD0N3AI72hxos868uMuO9/FoBZFyGekm0HMPpOR1Yy50NiZuds28cNvlh1VUGaeKkG2F8C9MNJ23IjqiIWBYZC4tDKi01pn2LfmdfxtQSizTRGwaaDoB4Fj3vlh1TAhuifhESGQHy1BJjBBK4fwcth9OpGysHTVryNA2dac6KG5YytyBxHJ8mDkynqDjf1MbZV4TeSsIgcQxywWoXHJLCWaknhme1LzU4yjydYXHgnLkjT1HpMsRoOz6BU+U5Z5Bx3osz4JAXSDH6KIs+U5apiSvJofs6HUIi03AQEhkN9EcUxK9ZnShDoelg6pzq39SS7r7ZCIelzG2sCYxv4dcGnZwN8ThgOfuavrvVaJkhR7i2mapj7Z0k1Q1NGEb7Yu15xFhtJI7MbcpQDkPLCRqctiNPvXHqmPd3j/pk7k1ciUbmR3OfEzecWmo4CImMAI61xVSJ2UydsKZghPu8nXe9W0D8WnouyeQ4+/pljaKzo4VfTsPy6dd0eA5Z5p1XRZehNg8+kaYahrIyPZpCC5YiEoN7H5mz2rIoU5NW+ZFq/HzOMsxbvYtM08/82OztYryzr+a+KUHWThca+itx5GgR8pgGg5DICDC1FGj7So7VhkNSNNdyGLrj552RRKfFOb2YtfRclMmwSthN5fhDQHg+MnQCPGdf+uVlAqtOy/z0dFqOjdMnZ/qAZZExJGgcZaVLq5qxaonTb4jQ1fkn5q3H619ux/jnviBluCEIa13QCwlMBxyc6UIbHzQOQh7TcBASGQ20+2VwSIEmvDGM/UTM7uvl0J2NDqadKG8VDCMtrfJkCGLALx8ZaWrJYlpNJ1Mnx2YqUzr92mKUK+1DxCKeNEnRVRSO/xHH2dd0HxlOxdWltav8CCMBThY4AxfDwY2FJVcEa8reon3JMv1pFzpwzqIKkRqEREYDjgnUxgICxghWtsh4Hw2aWn+0Zn/TkbBajATe4Zw0OMTBhlRyztxhvS/rJHJaJocs80i3mdaw8Wky3YeI5TirCyJd674X/V41jM33xPu8s6jUgTI5x3FzYNjeeZZE+j5nnx1932JmJeGQL7+2ytAhpDENByGREeDXxl9yBF1atExTAsJxjtSBZd3wyU9EInE8Ta0OIn0vtRjT/Sl0kKeE6PAc64bNAZ7GVi2fSK4N+eIdlBqH1dlhPrUv3in1ZkpYV38yUrgjOseSwvPDkio0na4mkLnF06Ju0OJZCA0yDQchkdHAxtmXZbmwaPQ6aH0uzPoa/dSA4bv7ZdnRpiXJpImDDVgKlqEYeUvhxTD0C/i2qSCLNHHenaOs6PbFyY8OHGLF+aacw11N86ZrR5xTmTlwXH7VgTOVY/zdOXnTtgtGZFEOI4zNnkcchDym4SAkMgJY1g2WIgIZhpUfRifB6myk8LowjNEyJz+MKTMOjM+Z0tz36/Rr1pSHoRwb+ObkrbkWIVmjGORLB850Ia8+03WM42sjJqYjg5KPjFoKK8+cZfeZPllkWH2U4WDChpjrZGrl0GL08g3bqZWzb2iSaTAIiYwGHFLAAUvh82ypZAo2Z9OYdsacKaGgzf48C4gyax5Aq3wOGTS1amlDMzps01E3xznb2Con5cf/QQBPUXuXw9lHhrOvDccaFYRFhtf/0DJ15Mt8IzsL4imF1z6J581iRSRnj5iQxjQchERGAIfNmy4htVLUmmsd/PLr4XTG2riaazkMrfDN95WgO1q/YGORMXU+5tQNG0ucLrypHE4xy+VGNwzfdva1KEOej4z6WgTnaIpMv4iMYf/DKWfWXkWsclaHMV21ZOV7yOh/WAiZTINBSGQE8DbEE8KzGgqtZLT58WtEbTj64pALnkmfkRZrlMt4L418zrb4HHA6dTm8Dck1y6eVJc5wFM06VsGC4EcZ5ewXseIMXGQi4/3dRfKiGxDUm7OvLoxk7aXbuz4ttUwRxhuNcuqYpQ2WQrizb8NBSGQ0sDFZczpsKbz2vj+jQV6nTgvyq9MyVTLa4IaK0QYcpceyShhu068PQ5ML0zLk9Ps2vmO6ZOX7ZuWjA8f6w1HUkQi9j4xMrNRhIhHxe6nD+LX8Wv6kHDLIkGnRH8oNVR3CdHDgl6HVZnATusg0HIRERgDP3Go6cqDT0opkWFtM82Cz/4spQbPJjylsNvHjwNSnSWshMlTyvE0FaUXNIxd0GdrUDdMzyKwc003fnTG1xHl3LSESLTKBTy2ZlbP2zViE0ad2wdgskSPHuI7RSWnh17Y/IewREhkBYqVm+chwWgGjM+bkx2YEa5pn1tb52vwI1yxlpQvD6JA016ZyOOApahqcYx5MwdvKXxNGE14rhzHdo4WUH1qOfkM8OmFTyylvakmXHUYbFH1kNDJbCFNLHH80fX6Ea0Y/ZnOytblDOZ0fO6dh4ZqUYtcGuVNLn6zdjTXF5drnew9W4uKZH+Ppjzd4z0wzR0hkNOA1FF0YumNjdeqGIyuOZUebHcOO30YOB6arjbR7l/hmkYnDZn8KzuZppiNSjiOmVg7LV8IMNqSJcxaVLNPiW2jSFcHZqM2U5OrSEi0y1TbHthvWH5upJdO2YLPJoS68Xo6FIAY4U0tristx0zOLMGbmx9owT8xbj9XF5XjgnVXeM9PMERIZAZwGZz41YJau7j5LmdtMG3FMslLedGnRvbqpI68OvJGemUwOeOZ6XX445WyqPL2Xs04m575xfgwJPstSoPvuDCdvqb1reIO8/NofSwHniIIqGyIjpssgy7wBGUMOpz7r8skZSGnCm8rR5c0UHCLz9bYDZJjKmojnPISoRUhkNPBrasnGFM8jDmIYszxw0pXlcNKi5RhbiFhz74zO2ILHcEhuQoaU4FiaWEpGuK89/dq0nDVpGZMvTlqc+sz4pjpwyLsI1qGRurRYVi3xe2lCCZrRsTLIcIiw6cBFHcZ8OwqfBi42ljjfpndpJlNRWWOTQAgmQiIjwX+lZ9X5GeZBF9yvjdFMYWWN4shnfC/OuUgc8JxH6U6dZYoXrxkFYbU0lhafEJ5WVjZp+TWdyssPnVa1oa+Kb3s5WVgKTNud3ZEbdBhWfTYlOwxCbV67BQgcRZcfjkWmooq2tvjT2zZveCIyTzzxBPr27YucnByMGjUKixYt0oZ97bXXMGLECLRv3x6tW7fGsGHD8MILL3jOcJDgTS2JnR/d4FgdmE+jFK0c1gifFMMcdXPKR30ty9E80ITR6RvJuZYW6ZKYmJZPSsZCC/uliDjJmo7eTS1uIoz3kdHJ57RBRlpB+MjYfAsOjKd7DEmfCL/OM/KrT2DMbBtTHZ0cjqtvaJFJDYyJzJw5czBp0iRMnToVS5cuxdChQzFmzBjs2rVLGb5jx4747W9/i6KiInz99dcYP348xo8fj3fffdc680HCv0MjNWGM86OTwyAXhqlpwxsqRq181qjbsKNlEU9e/pTyNddyHtTXchjO96LT0qWrl8MhubR8ni6xINQMcsqxHrI2b5TCM4iMzSCAkR8RVmTZYtpFlkOHD2JjPRsCYt6vqmOIJEUnk2OROcSwyISruO1hTGRmzJiBCRMmYPz48Rg0aBBmzZqFVq1aYfbs2crw5557Lq6++mqccMIJGDBgAO68804MGTIEn376qXXm/YZ5J8qR6ZcC8ccK4NeoUpuWcXgLpcdIy6dZMuk7+mWR8c1Kwhgtc4iw3jJI5weGafHCMBSy9gHdwORvSovRy4lfc/b04cCnautSN4QwjPLRymeQSlMrie7tfRsomBJzLdmhKchhBpEJYQ8jIlNVVYUlS5agoKAgLiA9HQUFBSgqKiLjO46DwsJCrFmzBmeffbY2XGVlJcrKyqS/VIAzcmA5a7LSEq4tFJpfVhJRkL4DYIxOfSNEhh0/Z6Tnk3qw2UmX13Ga5cdihkoOr7nPcuhkyPGPUJsRHBtlxUvLzLxhQwY5MC1D34i5LozmWifHJTXhyoxkyVLMylkXJI3hRxMiNTAiMnv27EEkEkF+fr50Pz8/H8XFxdp4paWlaNOmDbKysnDZZZfhz3/+My688EJt+GnTpiE3Nzf216tXL5Ns+gKbrdjNFQhHCevi0nKMzzFhEBCrqS6/FJqpOdpGOWiujeVIHT+tPO2W1DPCGH4LHfwiTRzLl3/1J35ttamgJMev72VBLhhpgfNe4rUFKTD2m7Miueq8iTDdkkGXlmiP0W8VYEa6Q3hDSlYttW3bFsuWLcMXX3yBBx54AJMmTcL8+fO14SdPnozS0tLY39atW1ORTZaZ1L/Rsv8VnNcBcKwJ3t+dlZbmOpAwPvUSfk0p6mSapsXKj18jfE26chj/FRpvwRBN3m18ZKTwNgSf8e5R010gNeC0QdbRAsZ9gkV792lKyC9iLoXXpJYmmGT8OgolhDdkmgTOy8tDRkYGSkpKpPslJSXo2rWrNl56ejqOOeYYAMCwYcOwatUqTJs2Deeee64yfHZ2NrKzs02y5jt09ZK3lbbhiNpKoTE6AJaSYaSludaFYYHR0XLAGQnbQP5eurQ45JTzvczg38jTn57fZhTKsm4YWuK0eTBNy6f34nx3u8NOzfJp1W+I1zYDKY4cKT/e5SQwNBKc6h+JOmiRQYdTIXT2tYeRRSYrKwvDhw9HYWFh7F40GkVhYSFGjx7NlhONRlFZWWmSdEogN26GcrAaLavTlYP4T4g44G3tbWNxoJU5TMvQYiTMQRAjRn1ajDCMCmRKXnSh5TpPj8xZ5IKlrGg5NiNzXXhtWozEbLbg51hFOTC3XARL0HTh9WlZ1DGOJY6R5zTGkiTZR4YMHiJAGFlkAGDSpEm4+eabMWLECIwcORIzZ85ERUUFxo8fDwAYN24cevTogWnTpgGo9XcZMWIEBgwYgMrKSrzzzjt44YUX8OSTT/r7Jj6A1xmbKXCb+m3cGbNG5nRcq+kwVj7NwliNhBlpccAbMRrKZClY752xsZXNJ3KhA0dRc0gTB6bbEuh22zWtz7zBhI01wQwsyzJrQOa9hXGIJ8syQgdhwXx3dvV9cdWS7kw37sGSIexgTGTGjh2L3bt3Y8qUKSguLsawYcMwd+7cmAPwli1bkC6c4lpRUYHbb78d27ZtQ8uWLTFw4EC8+OKLGDt2rH9vEQBYlgKOnBQqB5dQRnI4XZZeIj0i0qUr3+d0kGIZ0oXom3LQ3fdrxOhT3TCdnrAZdfPqj5nytNkCgTWdYZpnXRgWSTEbKFgNgFx+qe769t0572XTH/pFzBmEWgRnSb0d6Q5hC2MiAwATJ07ExIkTlc8SnXjvv/9+3H///V6SSTmMFQingrPMm/6MBrXmep86AN5UjqEci9GpqQXNqsPgKEZTy5H3Qa4c3KKjZSl8TXhdWtp2wRoExJ+wFIi27Zh9d7vyEfOsky+G954fDkxPfbYh+DIh4pAmTjnr0qK/u6llJwgLcojUIzxrSQOrJdGGCp+VH9/msf0ZgWjz4NPI3NiawFBENjDeK8QncmpTx3hZNv2mFvVQI1OXll/Lr02Vm+6+1bfQhBcRyC7UDFLAszho5HDyLH5TxgGnNjuL8/qWIEguQ5AG4eSTPUIiI4LRawXCzrURTDuSgAkIR1Ez8iyH16UVQJ5tlAOrE9X9EG9ziDCnDGk5vilGn4atnPrD242YTpZnBaArkGm58ZZxB6sYOe1CJBS8wZauvTPkcCxohv2GDqaEiCXTIpBfm3CGcEdIZAQEM/piNFxOWrowmvAieCfU0oFMR8K+WSUYEWw2pOKA916G5Is1BWMmUy+Hkx9NGE5ajDC6dLX5sag/pqeMs5b725QPx5IrXftfb+W0aHLBkmP4vWws1H71z6Z9i1/1zQari8tw9kPz8PqX2wJNp7EiJDIa8DZzC7jhmpImjhxaDGtKiANW58fp1RlB/CIF+rQCsBQEPPI0JiAMgqavY47yWpeaX+VjtRyc1b4Y1gS/voVhe9fBtF2wCBorLU0Yi75LlsOpY7RMY0ulRf45q5Y4WZj82jfYsu8Qfj7nK0bo5oeQyAjw61Rm003PeFYburdhWVt0MO34aTEsBG5qFq99GjRxCKM2rmEZ2ig9346mYGTI1PpjY/UzrWVW7dSwfdkpczo/HJhaMO1Wh3EIhVn52A0UGPkxLFyrzSQNw+hgt0Fi00dIZASYjkA4gvwys/OS5fQA9IjRart2ww5bl2VpDl+bh/iToE27fk3BcGoQj+yYyvFOQEwPSrWb6vKJXDDk6MLr0tJHZuTH1LLjU33WS2EMkiQC4j0/YlR9OzUtHzotm1V4aYwwOpk66MgIx9m3lddtg5sJQiKjAWfKg9fHWYxgGfkxXYVk2C+z7uvy49f+Hfq01DJN0+JAJrm69zIkF5xv6tNIjzV1YmFx4MB8y3tO/VGHMd6NWJ0d4zxzVlppxxsSMddkiAH/ptV8SktzrZOjTcvll0lavGNmaDk8p3x1eFO0zAqJjBtCIiOAN9dt2hlrUzPMDyMMIz/6tBjvxSgf3uiUkx9aDk+mPz22eYftXQn7NUVlSmB5aVmQAha5oPPMUz4cOeq8QXOfpdA4aWnl6GJ4B29vFzo/LKJnYWnifQvDPorzMTSQjx9gkGULQsRBy9Ai44qQyGhgNXXil3m8gSlhFvkyCs3s2BgdJGskrEFFZQ1W7CglRkxWbEoIYjiKY9y3q6uiTIs6xrHEaa51YfSWC/W1TRjWCN/COubf1CQN1tStZP2xIRd0GFFS0GRQH0O8a0iItNIZgTQyZTk0QouMO0IiI4CneMXwFrVXSpeu4VajXE5augiatDjmcf+UDA0bs/Zlj32Cyx77FPPW7GKm5b2DNAWP7ND50QnifQuzb8qBLrz5id2a+2bZYTm8cvLAU+aMb0Eny8oPK4xNHTPMs82UIm9cR9dVlv+dlB+NHNN3t/iqoUXGHSGREWC8uZyF8uRVfDFvujBmox1tWkIQ1giNlOjWcA1HaIxOSxuCIWfT3kMAgP98tdNFjvpaF4YjRx/G7Hv51dHq4Jcc42kam/bF0tSctEwtBRaE0ScizLMmqNOV5XD6OkafKd32TojMj35hyGFNcXr/prrwIjjOvhnp4f6/bgiJjAa6eslaweHTKNcUVhYQlhyGgiVD8MBTVvHrqO704nrKD2+kxyGMNKG2qoecTt1Qwdqlpb7WyfdtHxmOVZQhh7cFP0OORafg19ECQdR5/caVNPzrx+h0GdyLRXZCpAYhkRFg2ghYciwquPGogDPFwEmXcT/ojchMPfx5Ha1P38Kn0akNATE1s2tD+KTwWZ06iwSZlbNeDp2sqWLUSeJZbQxJnF+DG0a/wVkh5dcAyK/pS78GW5xyttlnR5ZDf/cQ3hASGREspUd3SFJomxGIoRyrEYihhchqFCddMxq3Rcfvl3Jg5ZlFcjkdLa0YE2NQ+bFaZsoIFERd1VolWCNqw/qsu288zWdDYBlkkAHfLHGc+mNYtrwBCk0YOeBMG3EqtI1VVE6XEcgCjuPgzWXbsaa4PNiEGiAy6zsDDRV+jQp4o0HvnR8HxiZZG0VtOEyxIV8i9KuW+CXnNgvtl1nbdKpCmx9GeNMDGLVpsZQwRw6tqP0y+3OchoOwkrCmTiz6Fg5Y7cXQ4VWfFk0KTNuylWWQzI35gEPfvoRrhlkrYB6DeWt24c5XlgEANk2/LODUGhZCi4wAc8c+RhgWcbCQw+gkfNuqXnNtHIaRH9Pdhb2P88xh10GK196Vp/m+P4wwjLR08G3fFgbT88sR05Qs8IJzlDlNrKzAIoOc+mNYxywIvimBbRD5Ma0/mghpjDAcfLW11HPcxo6QyGhg06lzzJK8PJipZxtri6w/GAqE0dvYWAHkdHVyOEqPlhODi0lGHlF7H8MaT+GxpoRoQsSBX1vn21gTjJe0cuqGLi5HjiHRs8qPOMK3KETjaSMWUaXvcwYurNWgWjlkEFZfx9kokmcxp7+7tLGeJi05b3QY3pRZ80JIZATI9cD7aFkbQYrrEwFhJMabEqYbtylsDltjzc8L0Jv0/Xkb0+lCrRxWWnQETj3kTS35FIbxvXyzEGni6gJx0rJxxBTDaBWRT5YCU9gQECm8TwTW5ruzBm2MSsarY/70z+YWIu/l3JwPlgyJjABTc7RvTmAsbcXID6MD4MCvd+fI13e0pnL8IUQcBG2y5nwvlhzOu5uSCzopS0UtKhDvhEgmcd6Vg38rBzlpqcObgkUoTKeNWHIslLkUxp+2zCNxdFo6cAYKrAxJMs3S5dxvDgiJjAY2o0HTRqmVwyBEfnWQxgTNarTDCMMiaGZyqI+X5jK3xCNNZp2r1ffiyNH+0AnVdZCMtEyVp43VhpGu6QDCLq34A/1SXUZahuRLB853Nyb4nLasjcr47j59Cw6MreE+EU8O0WD5BmrjMjLRRBESGQG8nSP9Uea68Ho5nApOM3UOsfJtu3ZtGLqcWfPYUnhdGH9at3+mZrrrD+K76+PS4LQLjiSOcmBNh5kSIkaWWdvi68RwBi4wDKNJiwNW+QjXnLbjl1O1XRgOGTRLSwcO0TO2+mnuy86+ZnmT7zdfJhMSGQGmBIQlU3vfr0YZgLKy6QAYcjgwjRv0+TVyWpr73ge2CWEY35TxYuakUpshpUxW3jRyGEn5ZpGxWqprSNC0YUy/hU8WGR5htCApnPxIgyT6W2jlSDJ1cjgkzqyP4tUxjhzvgxIR4dRSMjwRmSeeeAJ9+/ZFTk4ORo0ahUWLFmnDPv300zjrrLPQoUMHdOjQAQUFBa7hGwrsRl9mpMA30uRbWoaKVJcWSw6dAxaJY8mxUA6GnTrPCmCWrjYtOileJ+qTsmJNweiOlGC0Lw788l8wzU/wJ0mbwWZQYpqAFelj9Bs8Mqi+FiHvoUO3Hh7x1ARSStTft5keCqeWDDBnzhxMmjQJU6dOxdKlSzF06FCMGTMGu3apTw6eP38+brjhBsybNw9FRUXo1asXLrroImzfvt06836DN9IzUwh+7QLLUlaMMNq0DBURC5wOmxHXZpTilxmG903NEmMpNG1kOl3TDfGsfH/8qRrmZNA0AUk+Y/RuSDZ5llMG2aGTZeVHG4YR3tgiw+k3rMLQ+WFkx8NAk1M3dN/UjOyY7p8lItKMmYwxkZkxYwYmTJiA8ePHY9CgQZg1axZatWqF2bNnK8O/9NJLuP322zFs2DAMHDgQf/vb3xCNRlFYWGid+SDh11SFjQUkpXPLGpnatDhyNGF0MmU5PpECw45EK5+lPekgPNO3cG2RFk+Z02nJzr6MDpuRFmcnZtbKOBurqHDN8hNhFDRnZ9+gLTKsNuiIefbnm/LCeO9XgzguQitHcy2C588lymHkX3PoqC5dzn0RkaiDwlUl2Huwkk6oEcGIyFRVVWHJkiUoKCiIC0hPR0FBAYqKilgyDh06hOrqanTs2FEbprKyEmVlZdJfKsAYNHmYYvCno7XaGM2wg/TLPK4DZ1vzqOm30KVloBDS3DbEY6Tlm9+BYRmySBwt0s7q5xvpNgzDyQ8njM23YChPDg82dR7lZEhvrVMG14nxrx+zCKOPockPIyZr8McoH5ujKcRux27VEh33xc8349bnF+M7f/6UDNuYYERk9uzZg0gkgvz8fOl+fn4+iouLWTLuuusudO/eXSJDiZg2bRpyc3Njf7169TLJpgU4jYAxYuRUcOMOUpcf3Q/xtuFIRhuIFCMFshoRMaxIHJms0SlHvpSWRjkwRlPGJMViBCv5AtgoGUanLsvkKD0LRcRoFyxSqUnXOAyn7WjC62AzS8Ainn6RXOnd6UrGWZ6uzYNvxJPRvhh545znxVl9qUtXG4aRHx3eXVGrp3eWHmGk1HiQ0lVL06dPxyuvvILXX38dOTk52nCTJ09GaWlp7G/r1q0pzGUtbJSwTIg4DYWWow3BmTbidDbGI3xGp25I1tS5cYkrmfTNOkIb8Jareg8D4zLkkALd9zIbAXLqs1YOQ+HzyLtPxFwT3iY/fn0Lm20DTBV+0A7KvPJRh9fKUSfFG9gZ9kv64AyCb1jOvL1mNEkx4qa7mZ0bMYxOv87Ly0NGRgZKSkqk+yUlJejatatr3EceeQTTp0/HBx98gCFDhriGzc7ORnZ2tknWfAGro9WE14F1dgaDFHBgM51hmh8bC4j5FIP38vFtbwVGnnnnpNByWNkxJAUsmRwFa6XQ4uDM8xsvQ9ekpVdonNEyQ1lJMun7NtZVv8CZuuVkyLi9c8JYlKHUTi0GkZwwrOk5TlrCA9YSal1+GBbh9PSmSWSMLDJZWVkYPny45Khb57g7evRobbyHHnoI9913H+bOnYsRI0Z4z23AYJEUnxolp6OS8+O9ZzO2VnA6Wq0chtLzzWKlTlcrx2aUazqiZhE9hhJm5EfbsfmkPM2nw2g5VgrfJxInv7tF3fArPww5rPww6IWp9YejhPX5YcjRXOvyYHcmEYfAivnxXoYcssyZAubkh9PPN1EeY2aRAYBJkybh5ptvxogRIzBy5EjMnDkTFRUVGD9+PABg3Lhx6NGjB6ZNmwYA+MMf/oApU6bg5ZdfRt++fWO+NG3atEGbNm18fBV/oecfpg1Xp6w4o1xD5cDIjw6c0bK5zIA7SCEIxxeJEunWxk0VLEeOPoyjvNbmx+bLmxJzhhzOS7KcIy2SYilqn96d03aMpx0tmIyxBZYx4OClSytzDlu28p9i9au6vKnv+2eR8a4LdOmKiIRTS3yMHTsWu3fvxpQpU1BcXIxhw4Zh7ty5MQfgLVu2ID09buh58sknUVVVheuuu06SM3XqVNx99912ufcZ/h2AFn+gX2YqXGvyw2koOpnyA3XetHK08hmdBCM/QYxObawbHHDkRDkdNkN7cqRI4S06bDm8BenWXOtCsciFRdsx5FX6DfokOTZ9Ai1HzILNLq28vkXso7zLMSd6mkAM+Gat01xz0tXJ4cTlECKe9ZyuhzqEFhkBEydOxMSJE5XP5s+fL/3etGmTlyTqHbwxLqfSec8Dx1/AdJSigylJ0cthhGHI9GtZp9UH0IqkFZE+rnDNCKOVQwcxJoA84umTgtV26pzRqWF91kphhDGVoyWDNPybWjJNy3s/xtrIjkNANNdaOYyBi421Rbb2WshR35Ygk0pGWgw5OjRVi0x41pIATn9tWnn92iBLB9ORns0ohaPQWB2w4chKK4YzqtSEV+GNZdtRfqSaTItVhhb5Ma0bLFKgDmJsymZN5XDaBccCoskPa2pAE14vRxNG+0N9n5dnTSAGITKFleVUutYpWEYYQzm6Qow6dEGbTsfrYDxFpX0vQznadxev6X5eh5DINAOYNkorOabWFlbj0+XHrFO0G1XSowtZpvcOMlESJYdCdcTB/3tlGSmdo8x1MP4WnNEypwxZnbE+BVIOKz8cJWNWf3Tg7PERhHWMRVIs8sOBX06ofk0lgyWHzrOpk64OPGdodbra/DDaF0cOx8fK5uXTm6jGb6KvFRx8W3LHSUs63EwjhzGS8Wt0yumQtHmT8kM3SuNzglgdJI3C1eozwzjEimUB0VzLaXHK2ax8OLAbeTLkCNdWe5dwwhjXVUZ+GCXK8oljlLOVptbJ1OaH8+46OX4NttTXurg29Ye1USSDgLCIMKP/8WvAwRkkpYUWmaYP49EFZ7Rs0bp5ytx0pOe9wzYlRJwOwC/YKBAO/CKDxtMZuvwYdmwcqx9HOWjzwwnDeHfWNKhPbdA337EASHfQzr6svk4KY0F2OHIYeZCnVzRpSfdt8ix+C11+GG2HQRg5cvxyCM4IiUzTh38Or3QjMDdrW3RspuFZnQQN3maAFmmZjnJtwLC2mL6vNrhPisjYCqABzwFXnTdtGItMm5Im3anApiSX8y3snDXN8qODOUGzGHCwSBAtk1efGXk2lqMLow5vnpY6vC6Mvg8xa4M6ORlNdNlSSGQ08G0LfsZ9DlO3U1Z+jSrpkbDxduSM0bLVknGNTBuwytCKeJp1WvqRJ608RViZ0E2tEjo5nDCMOs9aXqwJr0tLB9N+wGZZuSn8WgCglc9ISySSVhvHcQg1Qw6HpMjp6uTQtZXTlo0Pm1WL0coU0UQNMiGR0YGnzGnYOSwajoQtRgVSeNaITn1fnH+2GZ3ylIOorBhpWY1y9b9M5HNGlbzDJxkdJEeOGN5m5Cld09/CypdEc62T45uPAyc/Fm3QlLzrYN52vMv0jYBoZOryYHO2mumZTb75PWlS4/jWScSc8cF0eQ6nlpoZbEaDLMbPUebCNUvJMEYFOnDMm5xOSNxd0mbzK+Olw34NYRlp8UZWDJma+5yN9VjKnKOEhfsRDfEx3SWXA47fgV/7m/g3CLAgaNof6vs21dmYWLH6KAuSa9pnqoPwfGSka+8DDkhpeScgpuXjl1+hLny4/LoZwJxha8L4NIoTG6t2+2ljYqUOowuvlaONa9ap25SPLrycHzoMB6bfVCuHwUDMd3TmdH4cUuC9oH3bGI0VhqFgGcpBzGjwB6Uyyt8wvFaOYfnw8qNLSxcjDp7CN6ufVlOBjPCs+syRwyBfEkHTDSak8HS/qgsTLr9uBmDtL6ANL9z3iWH7tbQxyuhsjN/dQgmzyIXh+7LOuLFgMpyRuX+rzBhyWKRSfZ2YozrYjDzVEhPvi+/FaV/eIVmaLKYGTGGzd5LkS2JTVzlhjKd7dGnRcmQrrfdvwfIlYeSHtWM6g4BwrFqme/rY7Fkjh1ffF5df+7XpYkNASGQ04IwGWcrWioAwOgDW9AFntKO+NpXDyTNHJocwynLM7pvCN2sdqxPiKENGflI4pcjp1Dky/doJ1TcLmkQ8tYHotEwVNSNvHHDe3c7J2ywMb2ZSp8w1Mg3zw2HLvPKhvxennfKcmNUydeD4yOhW8zVGhERGgOk0BKfh6udy6dGFaGbkLCHlwIZYyWHozoY3j60J45dVwuWXV7DybDFVEZHey6ITZaQlwmYvDFOiZ5WWKUFjdNis6Tmb/DAIkemo2yUxUg6v7dB9lDlBY9RnBsnlOSjrvpf6Wp8WQ44FMWftQi2FZ9Q3zRSV6CLThHhMSGR0sNlbwXQLbB3MO7bUKRntSIZjkWFZdsggUjlzRk024I2sOHLMOmyeNURHKhkKRJKjkc9QwqbkgqU8OXIYSoazfNaOdAtpWexZI+/k7b3ecvJsurWDDYx36dbIMe6j/MqPDUGTrul2ynKCN9ZBtMzGjpDICAhilGKzIZ4IO8dZwxGjhRzePLbuhyY/ZKpucoRri3bLsbYY7/vDkWOQx6S0NOnK+aHJoF8mfR7xVOdNB46SsWk7nA9gPgWjDuXXij9jx2JW/0Cnpa3PjKNWOOXs1zc17QfsBnZm6fIIGt3ZaX1khOtwaqmJwvzEU4ZMHn1WQqzU+qklWulxTJeM7LDCSPvIsPYx8T6C5SgHjpndGBYdJIu0svaRodM1fV9tx2Zc5+n7NiNhnpVKvGbUMe2I2ozgW4VhDAI4kMvQn/bFGShYbeWvS1cjn1WGnG/K6H9Yq40Y5aOD6eCP466g3xAvjQzTGBESGQ0sBmg8iwxDDqehyOnSZEcflyOHDmN+/gidHw6CbpO8UbcZk9EFj0gdG0ekd5LLIg4cKyQnP5q8iTBdqst5L+3WBVJ+6Ps2G7Vx6k8QI2ROXbX6puK7a/Lv17SIX2dRsQ6NFMMz+lUb3x9Ofvw6aVuXbmNHSGQE8DotukLxlhvSjcCUqdspKxqmowueozNDKEMx2mwYyMsB/S14J6MzlLDpqJLxTW06P9OpEy04xNyQ5OqnhDj1UH1tGsZ4u3+L+sOBqSXF1MIly4k/0BEx44NALRS+LJMRhhHZxqolgrO0mtUuWPqCzg+H4DcWhERGgKky92tkxemwrfbCYHQkIvw7+M5i1MRplKxRiilpoqEvZjoBzvcy3TKepfAZebPaldaQnPKIg3dyyjkt2GEUoumWA/pdcpWXejl+kW4bax0rTPxa30cxyllzrZNjZ+1lkBThmjUgUwfhWRg5dVW0RmksKaYnZIdTS80ALFLAYthmyk0vhxTDakycyDYjfOOpJYbJmgOOYrSBKQHhKGEdonIB0flhWG104HTYNnVYlx+rs7FYdTUAYqUJxNnIznSjNhuzv+n72p1bFIedRYbMgm8WT9P88JzgOcSKQVJ0aTFWtIlTexx9wdmWoLEgJDIifFJENcJGIJzRsjY7rEbAkMNIl9XxG+aZtyOm9/zI78UhTd5hOmLUymHY/TkdrSxTfV9ShjajU0a7YE2DMgrRdAm7NoxYDy2WRHPqj/n5UOow8inR3sEi3Ya7CHMGHDoiI97Xfgsw6g+LCIvXDILP6H84y/c5hIhFrHwjwvRAIZxaagZgmSU1cY135GUoB/2KEn8UkS5v8n31tQhja5TuvmmebQgaA8YK35D0iZCVDKf+aORrrnXQrowTrzWCajibzgnXvJ2q/ak/rNEpZ8qDQUBstluQV/z5o2Rs6gavvdDt3fgAWA3822yTTotFiBiJGR+ZwKk/jEEAJ0wTMsiEREaE8bbmmjAsU7PhaNBmPtMv3w2OMvdrsynO23KUg1+DDlMS55cc1rEBFt9LTlfzgPFNecqKQfA5yopRgTiEmrVfD6PceFNLNMT8cIghByzrKotU0vI5u4/b9Yec+kN3CnLT4dRDBsm1kMPxbeFMW5vW+WY/tfTEE0+gb9++yMnJwahRo7Bo0SJt2BUrVuDaa69F3759kZaWhpkzZ3rNa+DgWAE4Yfw6/I23AkidN+ju24xkNPdFSKNKTmejS4s1SjFTjDYOlLJQ+rYNsRK/dY3GWcK0E9XBrw6bNZ3KyBurDWquddC9V00ABMSv1Y42Zn/TFZE2ViTxvt5HhkEYJZkcZe4dpgsA9M61ZvWHsxeYfjBkSCoZhKhZb4g3Z84cTJo0CVOnTsXSpUsxdOhQjBkzBrt27VKGP3ToEPr374/p06eja9eu1hlOFThTFTpEGB0JpzM2Zc888kXDxqRvOrWkk2SeZ89J8cAZERlOr3CUnkgQtDIZddWmDDkdNu88HTG8Lg9mBNbGmlkTiWsom1VdHN8WXnsXZEa8e/uaNgUWwWfUVRaRsRjcmG9HwehbfBqUcCxfflmsbKwtPNLU+GBMZGbMmIEJEyZg/PjxGDRoEGbNmoVWrVph9uzZyvCnnnoqHn74YVx//fXIzs62znCQ8Kvy8ubMOcpBvLZpBBxlaKYcdAVkvNKK0ZFo4zLCp/KsJflb0IE4ZNBmt11eh013bBxSybFuJKZM3eWQAr10uh5GGEN88V100z0Rxnfn1A1R+TD4qxa+TeVornVhtFYAww3oWMqc0y6sSArdLkw3b9TVH84ggJMWZ2rSfKDZOGBEZKqqqrBkyRIUFBTEBaSno6CgAEVFRb5lqrKyEmVlZdJfKsCaX2U0FHkZHN1h6/MjyGQoIl4nYaNAOKMmWhDLZG3Y4GzeiwMW0ePIkWSqw4gKttpilYdve1gwXszUGmW1ok2qP7p3F8Orw1RHGOUjPIlo2IXp4ZM6yATWu0WmhmEhMvVpsiEXptY6jtXPxtmXte+PlDcLcirc1n1TacCq+eycfkOaktbUVTk/ajmNEUZEZs+ePYhEIsjPz5fu5+fno7i42LdMTZs2Dbm5ubG/Xr16+SabC85GUjr4Njr1iT1zonIaJUeBsPxWGEpYGun55kRoUYbStT/EgROGo9D0StgMNn5YHOUJhgLhnBzPW+Uh1ENNEcq+bHQd05FKlk8cI8+iHBslUx2hTSAyqbRR5vH7LIuDto75RboNyRfju3Os6pwwOnJhvtEf51voSJM/OqWhoUGuWpo8eTJKS0tjf1u3bk1JupwO21ihMQTxRiDeyYW5s53mPiOy6e6SWjlRugMQ4XVTOC65MR0xauUY+mLoOz86P3IdY3TYjHl1Xe0wXbmj33xPnTcRPEuKkDeNILGz51iIdKRS9pGhiQNvTxbvTKaaw4LoT8pyrpW+qU8b4tmsiJTzRtfnKl374ky5uvxS3eX4EHE2pdS9ukyEOXWs6RCZTJPAeXl5yMjIQElJiXS/pKTEV0fe7Ozseven4TU4dRhT5z8dWCZHRn5YBI3RmHTpighiNYSuY5Y7UW9peeFaNnXD1BytG+Uy9JDxHL6NH5bcKTJIk0VakpMuo5z9WrWkN9cz5HDKkGHd4EBsL/r6Q9cNU0KkIoyJdZxTztqkpLbMaBeMb1Fdo35H8VuzyIWWdDO+BaNP0IWX8xO/Dn1kXJCVlYXhw4ejsLAwdi8ajaKwsBCjR4/2PXOpBst8x+gAxEpkd26RWaXjKFgdqmWPRY0cuuHyNnNj5I2jzKUy9JYWtzGzpsOk25wwaoikgPPunOkDjqZg+WFp4rJOmDa0B2qXeksjTw3JZdRVack4Y/RerSEyrCkqRhn6sceH4zhSPnVkhONDZLqkXpVU4qjfxqE8iEGSbgqmskYky97zXCXIsVmeHjHUKZzjIpqQQcbMIgMAkyZNws0334wRI0Zg5MiRmDlzJioqKjB+/HgAwLhx49CjRw9MmzYNQK2D8MqVK2PX27dvx7Jly9CmTRscc8wxPr6KPRzNtRRGVLC6TsLQR4Zl9rdSVnRDqZKWolJS9HAMGwonLc7IkDP6MknfTY7d1BItZ/uBw7FrKx8ZQ/Ji49RougmkjUVGVA46ciHe1VtkaMuOCJazJkfBMgYBXi0yifG05cMgBdWcPkFSnsnlw38NmhXw+kNGG2RMLYnvzpoyY9RVjkVG917VDCukqUWm2U4tAcDYsWOxe/duTJkyBcXFxRg2bBjmzp0bcwDesmUL0tPjhp4dO3bg5JNPjv1+5JFH8Mgjj+Ccc87B/Pnz7d8gIHBGIJUas2SE0UnwSAFnBMIZVarDi+A0FEkmwx+H55BHh7HZS4UicVzrqulIT6/M3ROct0bej0nrI8NIi7NaROxobVaCcEaMkkxWntUQCYiuDXIINacjl6YhOM6+nDaobTuCTI9m/0TSry0fTd50snhO+cnPE+uCf+d5KYPI9zWB5NU96vKRiAyrb6Hbl54I0/28KId3pA1tqWxKU0vGRAYAJk6ciIkTJyqfJZKTvn37sub9GgQYnaj4KkeqI8ow8r4JnIarhqnjLEc56Do2TkPhjCr9InHy6IJjlaDzbBLPNY62gzSTpUp7/uoEIsMYxWnlM76XWIc5+2XoICrzKha5oBWjfiO7+H391IlQDzVlKPvI0CN83fJrjjWKo4QlZ02CvB84VIX2rbKS7lfXyPG0/mUM4qCz5ujkqL5X4i2bAaL5BqG6+3T9kQk+TYi0FhmGjwzHKlrFmOZjLb8O4DyvhoAGuWqpviB9Vm3nTZMCU5M1p/Oza7hxHKqqUYaRTak6OXQeOI2SAzEt7coCRkciD9DojlabH0OS6wDYVXYkadRP5Tmxs9ONGCWZLHO6+j5nDh+McpaIDMM5O3GK9sPVJThwqCphRK1OS6yrNqRJ7OyPVNNyqm1G1KzpUYHIuFTMlxZuxrB738czn24k01GVD9cBl9OPSURP8fKJ78Fpboer1ANEmeSq47L8esRvqp1a4sih+wRO++I43FfVxMuEkx9dWmLbCU+/bgbgKCsVkXEch2VJMd83gQ6jgxjmkKaTkC0ytBx9GLpRchRjoqJTi6HTojobL21ZFSdROXy+fi9GPliI377+jRxOchpOlpM4klKN4hzH0ZICEWWHq9UPBIgWGRYZPJr+rrIjUhieRUb97s8XbcYPnluM/5lVxFIOYplw/Kc4PjIHDldJz0oPVyeVs045cFZsVWqIkiRHo4gemrsaZz30IfYerAQA/Pb15QCA+95amSQjsTxU5ZNsJVHXsWqWM3T8WlVXk6eWlGKkPKj6KMdxWFakCmGgxtobSFk+jkQIeRYZDQERLTIMK4l+mo/u68T7umlQsWwtVvg3OIRERoDpCL+yJrnBJdYfDinQwXjVEkOZ60Y7VYbz4RzzJs/ngtFBJnQABytrsHDDXpQdFjotdVJJ9z9Zuxv//moHgFpl8bdPNmhiuuU5GYnv+sf3vwUAvPKF+x5IjuNg2/5Dsd+JyiDZouPgxr8txFdbDwj3av/PXb4Tq4trd8HeceAwyivF8tEoWIYJPdGn6fEP12Hkg4W49z8rMfvTjaiORCUlrCL4izbuw+ricmVac5fvBACs3XXQ2J9LdvxV12HO6H3/oTjpW7GjFEPveQ8/e2UZy1crcep23a7ypDCcVTCSj4zw4y/z12PrvsN48fMtAIC0NPEdovjh84sx84Pa+sYiMsRvILnecvpDldXYSUheV8dEi5hqyj4xmuqbOo4jKWp9n+BOhBOtNBz/RB1YFhlGXRXzqRuMyvVHzVIOMaaSGyM8+cg0NTiOgzSxd4Cbgo3fV5mjE/05THZq3FV+BO1yWiCnRUZSXO1mZYaWnQrt1BKHKCXfO1hZgzXF5Tild3ukpaUldOoaE7FC0IerS/D5hn249pSeeHL+OolYiSb9rfsO4ayH5iXF/3LLAby8cAu+N6p37F75kWpZ+TjATc/UntTeJjsDP3husTJ/P/v7lzi2Sxv89IJjhTzr87+6uAxtsvVN6c1l23HlsB7JcuDghc83Y8qbK/Djs/tj8qUnJHVAO0uPxOrngnV78NG3u7Fg/V4pjANg4Ya9uO3FpQCASRceh8wMuT6/u6IEJWVHkN8uR7ovKo21uw7im22l2H+oCr949Ss8dN0QtMvJxKa9h6Q4dSRt9mcbY+kfEIiAyiLz3afkI0wc1CrhA4erpbKjCGOipaCk/Ah++/o3yM7MwOzPNuKha4fgu6f2kjr1isoabNl7CL07tcLnG/bicHUEo/t3kkhj6aFqrNpZhk/W7sayoyTxP1/twIDOrWNhEpXe+ytL8OHqEsna8trS7Xht6XZMu2YwrjmlBz7fsA+n9e8otQXHqXXq7tgqC0N7tY/dF9v4YYUyr2tbbbIzUX6kth0v23oAH6wqwQerSvDDs/ontWMVqUxsl44D7K+oQofWcZ+b+xXWHhGb91Zg1c4y6SOppiqSLDIKWUeqI9L7qhR1opyPv92NlTtK8d0RvfD4vHWYevkgnNg913j1nIqcJk7P1aWdqCco63xNJMpcSSSntf3AYXRslYWWWRnxPAnyy46oLa2JG2keqY7EdEkdSkrjltT9h2QrZGNGsycyv39jOT5cvQuv3jYapYIpPrER7DlYie37D0sVand5JaJRB+npaYhEHdz31kosWL9HjijIOVwVQU00isNVEWmJ7Y4Dh3HHS0vx9jc7ceGgfDx54ynYfbAyybox4/1vUROJ4pYz+qL0UDW6t2+Jb0sOxsJUVkcxf80uVNVE8dTHG7B8eymmXn6iNDKvqKztJJZvL0VGehpO6NYOkagjdQCri8uxs/QwuuW2RFVNFFmZdYa7eJjyo43p1ue+wMKN+/Cn64fhiqHdpXLbuu8wFqzfgy827scNI3uhS4ISBYDP1u3FvDW7YqTirx8nW0hqIg52l1ciEnXwf0Wbkp7X4Tevf4PfvP4Nvpp6ER54eyX+sXib9Pztb3bGrnUkBkDMYlO0YS8KTsjHm8u2o1iYStldXomLZ36M/p1b451v6KM57nxlGa4Y2h01UZkerykux+cb9gEAnvp4A3p1bIWdpUeS4r+/sgQXndgV3/vbQqV8x3HwobDaacb73+J/hvdMCjfqwUL84Ix+aJuTiYOVNfj3VztQkaA0Ln/8U+S3y8bu8kqMf/aLJBmqDjtximPhxn1YsnkfXl64FTkt0nHflSclxYk6Du54eSneXSFvrnlQtCIdVbDtWrbAZ+v2YGS/jshMlwna8u1lWL49fhbb//7ra5x9XGfpey1YvxdnP5xMfkWsKSnHJX/6JOm++L3q2ojjOPjN68vx90VbtPImv/YNJr9WO61418UDpXL7entpjAxumn4ZAGDJ5v3YWxFXLK8t3Y4fnNEPx3RpE7vX4ig5FYnMh4Jz+ElT38U/b5P38yo/UoMb//Y5zjgmD7efewz2HKzEiPs/kMK88PlmvLRwMx66biiuO1pvEqcm/rlkGz5dtwcPXj0Yn2/Yi3v+s1L6VgBw8EgNPlxdgteWbsfnG/binTvPwqNH37MOFZU1OFhZgzteWopT+3bAxPOPTVKoX2zal9DvJBOgOrL5wara9/+fWUX4ecFxUphEMriz9DA27TkkydpzsApvfLkdlw7uhqzMdLxQtAm/f3MFEvH7N5bjg1UleOdnZ8UInzjA2lV2BGtLyvH+qhLcPLovWmdn4o1lOyQZBw5VYVfZEXRsnYXMjPi7iQRk5Y4y/O8/v8aZx+Rhxtih+Mu89bhpdB+JXJUfqUE06uCjtbvRq0NLrNt1EBWVEYlQz11ejF+/9g3uvnwQBnXPxYnd22Fn6RGpXdz5yjKUHq7GuNF9k963sSHNaQRLisrKypCbm4vS0lK0a9fOV9l9f/02GeaCgV1QmLCapA5nHpOHT9ftUT4DgI6tszC6fyccOFyFLfsOoaIygp4dWuLrbaXaOCd2b4cVO4I7KHP8GX3x7GebAABDe7XH0zcNx8gHC7XhLx3cFX+6/mSccu/7Eim66+KB+MPc1bHff59wGm54+nOtnCnfGYQPV+/C0i37teZRCgO7tpWmKFQ4tW8HfLFpvyf5DRUDOrfG+t0VymftcjJRdkRWKsd2aYO1uw4qw6cad15wLP5UuNZazmn9O+LBqwfj/D9+5EOuzNGxdRamXTMYH6wswatLttERjsKtzj5103D8+IUlLDkj+3bEzOuH4ZZnF0kDGBGXnNQV/12uJteLf1eAfyzeiofmrtGmccvpffHjc/pj9LQPWXmyxUWD8vFtSXmS1e9/hvfEd4Z2R88OLfGXeetx9nF5uPOVZcby1z94KUoPV+MX/1iGeWt2a8Od1r8jzju+C6b9d3XSs14dW2LrvsOKWGr84sLj0CevNX729y+Vz+84bwCG9myPP773LSprIknvTuFnFxyLTq2zMPXfyYTLDZcN7iYN5upw02l9sHDjXvx9wmno1Mb/HfWD1N91CIkMg8g0BuS2bCFZlFQ4Pr8t1pS4kwAdRvTpgMWbmxY5CBGisWFg17bIa5PtOngKIaNH+5aSBTyEHi//cBROPybPV5mpIDLN2tlXtw8MhRO7t8NbPz3TOv0WCX4MNrhgYBcyzI/O7u9Zfh2JaZkw5xoiOIzo0yEl6RScQNcdv/DDM/uRYW45vW/wGWmkWF1cjjSfuo3BPXL9EeQTnrzxlEDkhiSGjy7t6veMQ69o1kRGdFCsw6/GHE/Ge+yGk3GSSydwUo92+M/EM9E9t9Yn5NpTemLMiflJ4YomX0ASkDEn5uOxG07GrWf2w7Wn9MTArm1x8YldkZWRjv5HHREfunYIplw+CD+74Fj85cZT8MzNI5LknHlMHq46uQduPapIhvVqj4tP7CqRqeuG98RPz3c/NuKGkb1dn/uJy4Z0Q5e2wTWsjq2TNxRzQ6J/BlBLIK8/tVfS/awM+6Z1Wv9Ors/POtafkdNfbxqBti7Oyn7i15cMVJZjHWaOHYa7rzjRl7RO7dsh1gYbOt766Zm45fS+6NG+pfL51MsHxa45S867Ee99at8OuHJYd7NMBowLB+Vb9y9TvjMIb//MfZB59ck9JN+jy4Z0Swpz2zkDsPq+i/HmHWdo5eS1yUKfTq20zzu0aoEubbPx4NWDyXy7kVOR/M/50WnacL06tsSJ3e0sHr066t+nIaPZTi1V1kRw979X4O+LtqJL22x89KvzkJ4OZGdmSNNNGUcdeesw5TuD8IOjFWvGe2tQtGEvsjMzYqbeCWf1w28vq+10dpYeRunhagzsWpvnr7cdwBWPfxaTVefoF4k6WL69FMfmt8GgKe/Gng/pmYvnx4+UVhPUoSYSlRzGEvHvr3bE5mh7dmiJT+86XxkuGnXw3+XFGNIzV6rEdWXQJjtTcur78Tn9cdWwHvj42904Nr8Nlmzejw6tsnD/26skue///GxM+L/F7PnfV28bjX55rZHTIgOV1RG0yExHyxYZiEQdDPz93Fi4ru1yEHFqnX8T0TYn7gTZJjsTp/XvhMmXDkR2Zjo27z2EGxOcZVffd7Ekm8Kgbu2wcmfcd6lH+5b47Ne15Zo4RZmeFl+N0DY7U/ItUmH6NYPx2fq92F1+BPdfdRLS0tKwcXcFfvh/aqfkru1y8MqPTsO8Nbswb81ufFtcHnPky8pIxx+/OxQ/Pfr9v39a79jS3UTce+WJGDe6L+7+9wo8t2ATWQa22DT9Msxbs0vpSDxudB/ce9Qx+Levf4OXFsbznJ5Waw2sc07ulpuD/p1b47N1e5PkALW+J2NO7IplWw/gqic+U4bh4ulxIzBB8x1EtM7KSHKe5mBYr/Z4/fbTkZaWhoOVNThp6rvS87p3OXHKXFRURXBy7/b4cssB/O6yE3DNKT3hOA7eXVGC3wh7Fr310zPxnT9/CgA4+7jOqK6JYtPeipgz+Q/O6IeeHVriXs3qpEf+Zyh++epXmPOj03Bsflvc//ZKvLZ0O/udXvnRaXh3RTF2l1fira93SnWwf15rvHrbaDz87hppmfem6Zdh054KnPvIfElWx9ZZGHtqL7RqkRFzkgaAd//f2Vi0cS+6tMtB57bZ6J/XOrbbcTTq4NpZC/DllgOSrJljh+Gqk2tXEP5zyTb0aN8SowfEBwwff7sb/Tu3Rs8O8b7QcRxc/ZcFMQfjNtmZ+OdPRmNg13Z4Yt46PPzuGvTLa41xo/vgnv/UlueM7w7FNafEHe73V1ThoXdXY0DnNlJf+d7Pz8bc5cU457jOuDKhnp7cuz2eveVUtG+VhXW7yhGJAsd3bYvyI9XIaZGBpz/ZEPN3Gt2/E/7+o9NQUVmDi//0Mbq0zcGSo1b075/WG8u2Hog5xYtuCHdfPgh3H83z6QM64eUJeqLkFamYWmq2q5ZapKfHHPBuOaOvtNStzinq7ssH4Xuj+mDFjlJUVEbw/spiXD8yPvqedFGt9eaOl5fG7mUI50x1y22JbrnxEdaQnu3xm0sH4sF3VkujoYz0NAzt1T5pifUj/zNUSWIAuJIYQLYeuI2A09PTlCOSOjxw9UmSk13m0ZVOJ3SrrZDnD6y1NH1vVG9UVEawbf8hRB0Hx+bXzuXXEZmv774It7+4VJrbf+unZyK3Ze1y886C5UVcjtsio7bzeeCdVXj5h6NwbH5bALWd0C9f/UrKa//ObdCxVQt8tm4vZn1/OM4ULBY9O7TCZ78+Hy1bZODVxVtx3sAuyM5MLsOxI3rh1SVbYyTk67svwt1vrsDcFcV46LohmPbfVTHl+ez4U7XlVhf/ie+dEivfYfe+l2QF7NupFU4/Jg/Xj+yN6xNGo71dRkef/+YCAMD4vH4Yf0Ytsa4jU49/72RcdGJXnNCtLXaVV+L0AXlJROa58afi3OPj1sCfnn9MjMic3LvWWic6Pt50Wh+88PnmpHy0bJGBkf064qNvd2PShcehf+fWaNkiA7c+X6v4f3nRcXhuwWbsORgnnucdr7ZCpgvD0geuHowplw/CS59vwch+HXFi93aoikRx/O9qiWduyxa4/tTe+GzdXvTu2Apb9smEua7OD+vVHj8+uz+eUqyGA2otnuLKqf6dW+POC46N1fmM9DRcOCj/6MqjCGZ+oHdaXnHvxSg9XI3fvbEcy7bux/+OGYj5a3bjX0trHYMLTsjHB6tKkuK9IYz6E5fxr33gErQ42tYzjr5T3crJjPS0mFXxe6N6x4jM6QM6xdpoi4w0PHfLqUg/GnfdrnI8v2Azxp/RN+lcrzq89MNROOOYvNgKJgD47aUnJBGZOsfiCwflY+/BSiw9ShoeuPoknNa/U8yieMd5ZejbqXWsDkYdB53aZGP6tUNww8jeuP2lpTFLeEZCXzX/l+eia25ObBnx7oOV+L+izbjkpK44vmvb/9/eucdFVa57/DcXZgbkMggyI3cUFBUkBEHESyVbNMvMdhc24SWzrdlO04O2s+txF+7au7JS27WP1T5plGebuzqWh9C8HAkCQSXzdrxg6mBmXEoFZJ7zB85irWEGGNYLzDDv9/Ph84G13vXy/NZ61/s+7/NeFoYafWxqUCoVknovyEeLkpUZkjS/tbGyb8KQAW2OKRQKiV0rpsYKndOHxkchRO+J9OhA+HqqoVYqMD5mACID+0ny8O+nQd7Mkaj66YrEkTH66fDYjW0eHkyPgpdGhRB/Txyv/gVP3z5MWO4dHdSq00fnAcCqjr8RWe+nVWPP8pbO1fcX6hDgrUGQT0t0bvexH/Hy9qPImxmPb09fRvHJy8hKDcd1M0GrVvZotJ01buvIKJUKrLozDqbaa5hkNUfgL/ckYE56JJLC/aFUKpAY3jJXYZydUL64QHU072X++EGYOCQIUVYF3WKTQtG69Nv6pXYE8bVdyeerpRNQXlWD6QnBePyjCqFhVittO1BeGjW8NGqJQ7Js8lBkvfMNslLC4avzwHtzRyN65RfC+X5adadCmTMSQ4RelAVr58xHp8a/Tx+BkaF+aLhubrN/AgAhbP/7iYOFYxvmJOO5Tw8LDeGtw4IwfkggHt1UjqemDYOvzgN/uScBz905Ar46D6y5PxFv7jiB+1PCMMTQWrn8c+FYbPjfU/j6yEVJr1zsbxp8dIIj46NT46YwPf7xYEqbPYwseKiUeOTmwVj39f9JtdoZBnrxrngcOleDjGEtzmV0kI9QAQ4xeEtWulg/xwBvLfY9cSv2nriEu2/0JPtp1fi49CwO/lCLuemRuClMj2WbD0hW4aiVCqzNHoXS05eRHh0ID5USRISxgwPQeN2MR26ORqzRFw/9oxS/Gd46vPrS3SOxpfwHfHv6ZyHiaV1OtWqVEP20/P2HW6OxducJ/GlGHJIi/OHvpcHwYF/8V9lZvLit1fES5yUeRrBEGp68LRY3Dw1CeH8vSVRu8nAjBg9oTW8pZwtvbikz/3vikrAi7t8mD8GW8nM4+eOvuP2Gs+rn6YE3slo/klty6rLwu97LA5vmp6LuahPe3n0S+6tqMHxg2x7qf85Lwd/3nELezHjBiQFaOy+WpdztdVBUSgX++8Y8PqXkXvhg1Yy4NvcIABJC/bDolmik25jsGeCtxZ7lt+D9fafx4LgoqFUKBPTT4ucrjdB7euB377RGO63tGmalUfzOJ4TphagmAIleAPD30kje5SdvG4ZbhgZ1OOzaYkdrXjEG73ZSdozKTsdQq1ZJ6qacDpYyq6zaB3Fez4iGDztnk1L0e9uyYH3fJwwZIDhqcSF+QgfoofFdnzvpLLitIwO0PExbc108NSqMjuzf6XwccRoUCoXdXgTQUrAtm1q1V1F1hNS5cny+hrgRVKuUQi/QEZvSBgeg9KkM9L8R7rW+N7L0iSqE+5LDkDczXqiwbTkx9rg11oCKqhq8vuMEAEAB4PaRwRgfMwB+ni09H6VSAd8bvaBAb63NORxJEf5IivDH5Fd3SRwGcWXzelYilm2uwOMZQ3Dz0KBOOZjW92jMoP547b5Em2lbNgO03av6+6zRkr1UbPmjwXpP3JvcGnF8YEwEslPDcaWxGf20akQF9sPwYF9cbWrGzHX7WvSpFPDWqiXRHYVCgY0PpQq/TxoWhP95fIIkwnTv6DDcOzoMt/zla5y61LKsvDP3Y+lvhuD3EwcLkQtL5+LhCYOxqbhKiACKy/zMUaE4fKEOqVEBmBJnxMQhAxDorREcyOfuGI5th0y4I2Eg7kkOE+yxzgdo2WLgSlOzUB5mjgrF1opz+J2d3qzKqpMzdnCLvTeF+eO9fafxwJi2142PGYDxMW0jA5ayYNnQTmnnfln8YnvnrfMDgPToAGx8qP1hhbD+XnjqdmljG3hjua5Yp9KOY57/8Bj8x95T7c6Bsi4D1g2/zkOFWzqxsAGQ1hEqOx2wztLZCLcj+QDyOqtSm9x6uqt7OzKsYFXIgZaCbXFkejMiI0atVMCyZVVHQ1rWBIr2JbCEaO31wB21qTXfjivtzmKphC1OjKMoYN9ZG2r0wed/GO9QfuIKeMoII97KSeqSXeEBXpLl952t+BQKBfrdcBoUipZhxe9F84TslXdxlEmhUEiiV2IcLacKhcLuLsr28lIpFXj2jtbGc4DVBPI56VGYk94a+bEVsm/9Wwlf0TsQrPfEIzfbnyBvr7Ex+unwxNRYu9e1l5cwtCRz+ZK0Ry+zoVfZv2cWxMNN9rCOaMupT+1FUWTnJWO1advOXNfvO0t9ro57u3GMUNsI/3YVjw7ChZ22SZSP3ELO0lFjlZe44pW9HFXS6MrMywq5Dpa40jTKXIGjZOTcsuwJivOS2zCLbZGztYGSpT5J3SCzMVVJHRnZZUscLWKYlxyniGnUtpvqLTn6PKyulWOWxCaGW3m4ItyRYQDTiIyKTWMjfl/kOlfi6+VGd1hFilj2QMQ5yXVkrK9n2RNkEVmz9Xuv2iQq73IbZiWrxlT0EOXu9SR3iFeMpRHsKCJjHRW0B8vnqGLUcbJ2HJl15uQ6kWInWc67Y2WHvflxnUHJsN1xdbgjwwCWFYJ4fFlOb1DNKLJjfT3LTfxk6ZPYIc8mcV0ip2Kxhb35Ap2F9bClrd8dt6l7Ggj5ERnnc9S6I68G0aolW3T2NrY3hOYoalZli2FDL3Ya5EbWxD6os3TAWN3zvgB3ZBjAsrERw2qOjFznw0PywrArMizHmuUg7sGyrg7kN/TdFJGRYZeaUdQQkJYtlveKVdmSHUUR2SF3+MZil+UrynIjWNI5FgznyDhhQy9/aImN895d7YP1kJW74d7qGSEJqzLY0VXIi1GFINf5UHViIl9nEV/NKirAcjiIdUTGWYaDrG1xlrkHnVnt0llYzd1hq49d3dBm4jHDYT22c0i6nhfL96/7Imvs5gDJQRJ153NkOHJhGeJj1dCznNHOcuKwNF82+uRaJL5erjzripjlyhKWDSGryli28yGxSVZWzOYMSPJhGJGRP3xjPVGU4TA2wyFCZ1kKrGb4HFlNjO4uR43PkeHIprsKFKt9Vpylt2WNs4w1SyIyjAeXWEZkWE7IlONgSaNh7BpnlhEZVmVLbjFj26GwcpIZdlBY7rPiLPM1JCvGnGiuEyuc8Z73FtyRYQBLz1+MrIgM094WuzkD1vuLdBWxJvlDS+waLuvLWYa0ZVfGosvlhKJZhrG7a5hKTjkVR2Tkli2WS9XbbBYns6ph6mQxjDyxgm0nwPn0id9DufWyq9Ml9WvXrkVkZCR0Oh1SU1NRUlLSbvrNmzcjNjYWOp0O8fHx2LZtW5eMdVZUDKMfYmTN2Gc4R8aD4fJrVt8o7bbwtWynSPo3ywbCeZbIusI8BjadAPlDZ2z2tmm5nu3QEkvnwxmjAywXPLCcGM0KZ7znvYXDT+Sjjz7C0qVL8eyzz2L//v1ISEhAZmYmLl60/QGyffv2ISsrC/PmzUN5eTlmzJiBGTNmoLKyUrbxzoIzFijJ5mBMe7rOoU86R0aeTc48tMR2d1Lb+TqeD7t7JG6c5a7CEV8tp5yynH8l7cmzjsjYtq6zHSC2Zat75tHJgeWCB2es4/kcmVYcfrqvvPIK5s+fj7lz52L48OF466234OXlhQ0bNthMv2bNGkyZMgW5ubkYNmwYVq1ahVGjRuHNN9+UbbyzwPIlZjUXjNXGegDbCoEV1p8okIPYeZE/2Vf6N9N7L7MhlO5R5IQRGZkPUhzrY+aoOcneNrauZ7nvDstPFDhPQ89yjgy7vZNYwXKvMFfHodLb2NiIsrIyZGS0fg5dqVQiIyMDRUVFNq8pKiqSpAeAzMxMu+kBoKGhAXV1dZIfZ8ZT9JFCTwc+WGgL8beJ5KBTtz5aT408m8TXy9VnkLnNvgUvkU1yx4e1onulUcvLS2NliyMfsLSF+HqdTNvEecnRKe7x++rkfa5N/Bzl3itxXnL0iRs9lvpYvocAoLOTX/SAzn3pmWW9Jb5e7nO0vI/+Xl373pkFtvdeVJ/K1Gd5fYJ85NX1LJ+fq+PQW3rp0iU0NzfDYDBIjhsMBhw5csTmNSaTyWZ6k8lk9//k5eXh+eefd8S0XmVKnBEHf6hp+Wp2VOe/mm2L56aPwD+KTiNzhFFWPgHeWqyYEosjpjrMSouQldcfbo2Bj06NgX6eGBWul5XXn+6MwwfFZzA1bqCsfIJ8dcjNHIrj1fXITrX95eHOcnvCQBwx1cHP0wMjQ/Wy8nr8N0OwqbgKzWZCQpgeBl95jtuYQQGYMzYSDdfNmDxcXpl4eMIgXDcTEsP08NLIa6Bfunskdh37EfPGR8nKZ256FK40NsNbp8atwzr3VWN7PHJzNJQKBVKi+kOr7nrFrlAokDczHntPXML88YNk2TRhyADkjImAmUjyhfCu8PsJgwG0fKIgIsALCVZl9Z8L0/DZgQtYOnlIp/KLDvLGolsG40LtNfw2OVSWbb9NCsXZn68gRO+JQYH9ZOX15u9GYcv+HyRfYu8KdyeF4syNr6HPHBUiK6/7ksNxoeYawvp7Sb7i3hXWZ4/CpwfO477R8uqtEcG++P2EQfjp10bMSJSnz9VRkAOzL8+fP4+QkBDs27cPaWlpwvHly5dj165dKC4ubnONRqPB+++/j6ysLOHYunXr8Pzzz6O6utrm/2loaEBDQ4Pwd11dHcLCwlBbWwtfX9/OmsvhcDgcDqcXqaurg5+fX7e23w51ywIDA6FSqdo4INXV1TAabfcWjUajQ+kBQKvVQqtlM8TC4XA4HA6n7+LQQLJGo0FSUhIKCwuFY2azGYWFhZIIjZi0tDRJegAoKCiwm57D4XA4HA6nszg8UL506VLMnj0bycnJSElJwWuvvYZff/0Vc+fOBQDMmjULISEhyMvLAwAsXrwYEydOxF//+ldMmzYN+fn5KC0txdtvv81WCYfD4XA4HLfDYUfmvvvuw48//ohnnnkGJpMJN910E7788kthQm9VVRWUomVhY8eOxaZNm/DUU0/hySefRExMDLZu3Yq4uDh2KjgcDofD4bglDk327S1qa2uh1+tx9uxZPtmXw+FwOBwXwbJYp6amBn5+ft3yP+Stwewh6uvrAQBhYfKW43E4HA6Hw+l56uvru82RcYmIjNlsxvnz5+Hj48P0M+gWT9GdIj3uqBlwT91cM9fcV3FHzYBr6iYi1NfXIzg4WDLthCUuEZFRKpUIDZW3YVN7+Pr6ukyhYIU7agbcUzfX7B5wze6Dq+nurkiMBef4cA6Hw+FwOBxOF+CODIfD4XA4HJfFrR0ZrVaLZ5991q12EXZHzYB76uaa3QOu2X1wV90d4RKTfTkcDofD4XBs4dYRGQ6Hw+FwOK4Nd2Q4HA6Hw+G4LNyR4XA4HA6H47JwR4bD4XA4HI7Lwh0ZDofD4XA4LotbOzJr165FZGQkdDodUlNTUVJS0tsmdYm8vDyMHj0aPj4+CAoKwowZM3D06FFJmmvXrmHRokUICAiAt7c37r77blRXV0vSVFVVYdq0afDy8kJQUBByc3Nx/fr1npTSZVavXg2FQoElS5YIx/qq5nPnzuGBBx5AQEAAPD09ER8fj9LSUuE8EeGZZ57BwIED4enpiYyMDBw/flySx+XLl5GdnQ1fX1/o9XrMmzcPv/zyS09L6RTNzc14+umnERUVBU9PTwwePBirVq2CeMGlq2vevXs37rjjDgQHB0OhUGDr1q2S86z0HTx4EOPHj4dOp0NYWBheeuml7pZml/Y0NzU1YcWKFYiPj0e/fv0QHByMWbNm4fz585I8XE0z0PGzFrNgwQIoFAq89tprkuOuqLtbITclPz+fNBoNbdiwgb777juaP38+6fV6qq6u7m3THCYzM5PeffddqqyspIqKCrrtttsoPDycfvnlFyHNggULKCwsjAoLC6m0tJTGjBlDY8eOFc5fv36d4uLiKCMjg8rLy2nbtm0UGBhIf/zjH3tDkkOUlJRQZGQkjRw5khYvXiwc74uaL1++TBERETRnzhwqLi6mkydP0vbt2+nEiRNCmtWrV5Ofnx9t3bqVDhw4QNOnT6eoqCi6evWqkGbKlCmUkJBA33zzDe3Zs4eio6MpKyurNyR1yAsvvEABAQH0+eef06lTp2jz5s3k7e1Na9asEdK4uuZt27bRypUracuWLQSAPvnkE8l5Fvpqa2vJYDBQdnY2VVZW0ocffkienp70t7/9radkSmhPc01NDWVkZNBHH31ER44coaKiIkpJSaGkpCRJHq6mmajjZ21hy5YtlJCQQMHBwfTqq69Kzrmi7u7EbR2ZlJQUWrRokfB3c3MzBQcHU15eXi9axYaLFy8SANq1axcRtVQKHh4etHnzZiHN999/TwCoqKiIiFpeLqVSSSaTSUizfv168vX1pYaGhp4V4AD19fUUExNDBQUFNHHiRMGR6auaV6xYQePGjbN73mw2k9FopJdfflk4VlNTQ1qtlj788EMiIjp8+DABoG+//VZI88UXX5BCoaBz5851n/FdZNq0afTggw9Kjs2cOZOys7OJqO9ptm7cWOlbt24d+fv7S8r2ihUraOjQod2sqGPaa9AtlJSUEAA6c+YMEbm+ZiL7un/44QcKCQmhyspKioiIkDgyfUE3a9xyaKmxsRFlZWXIyMgQjimVSmRkZKCoqKgXLWNDbW0tAKB///4AgLKyMjQ1NUn0xsbGIjw8XNBbVFSE+Ph4GAwGIU1mZibq6urw3Xff9aD1jrFo0SJMmzZNog3ou5o//fRTJCcn45577kFQUBASExPxzjvvCOdPnToFk8kk0e3n54fU1FSJbr1ej+TkZCFNRkYGlEoliouLe05MJxk7diwKCwtx7NgxAMCBAwewd+9eTJ06FUDf1CyGlb6ioiJMmDABGo1GSJOZmYmjR4/i559/7iE1Xae2thYKhQJ6vR5A39VsNpuRk5OD3NxcjBgxos35vqpbDm7pyFy6dAnNzc2SBgwADAYDTCZTL1nFBrPZjCVLliA9PR1xcXEAAJPJBI1GI1QAFsR6TSaTzfthOeeM5OfnY//+/cjLy2tzrq9qPnnyJNavX4+YmBhs374dCxcuxGOPPYb3338fQKvd7ZVtk8mEoKAgyXm1Wo3+/fs7pe4nnngC999/P2JjY+Hh4YHExEQsWbIE2dnZAPqmZjGs9Lliebdw7do1rFixAllZWcJXn/uq5j//+c9Qq9V47LHHbJ7vq7rloO5tAzhsWbRoESorK7F3797eNqVbOXv2LBYvXoyCggLodLreNqfHMJvNSE5OxosvvggASExMRGVlJd566y3Mnj27l63rHj7++GNs3LgRmzZtwogRI1BRUYElS5YgODi4z2rmtNLU1IR7770XRIT169f3tjndSllZGdasWYP9+/dDoVD0tjkug1tGZAIDA6FSqdqsYKmurobRaOwlq+Tz6KOP4vPPP8fOnTsRGhoqHDcajWhsbERNTY0kvViv0Wi0eT8s55yNsrIyXLx4EaNGjYJarYZarcauXbvw+uuvQ61Ww2Aw9DnNADBw4EAMHz5ccmzYsGGoqqoC0Gp3e2XbaDTi4sWLkvPXr1/H5cuXnVJ3bm6uEJWJj49HTk4OHn/8cSES1xc1i2GlzxXLu8WJOXPmDAoKCoRoDNA3Ne/ZswcXL15EeHi4UK+dOXMGy5YtQ2RkJIC+qVsubunIaDQaJCUlobCwUDhmNptRWFiItLS0XrSsaxARHn30UXzyySfYsWMHoqKiJOeTkpLg4eEh0Xv06FFUVVUJetPS0nDo0CHJC2KpOKwbTmdg0qRJOHToECoqKoSf5ORkZGdnC7/3Nc0AkJ6e3mZp/bFjxxAREQEAiIqKgtFolOiuq6tDcXGxRHdNTQ3KysqENDt27IDZbEZqamoPqHCMK1euQKmUVlUqlQpmsxlA39QshpW+tLQ07N69G01NTUKagoICDB06FP7+/j2kpvNYnJjjx4/jq6++QkBAgOR8X9Sck5ODgwcPSuq14OBg5ObmYvv27QD6pm7Z9PZs494iPz+ftFotvffee3T48GF6+OGHSa/XS1awuAoLFy4kPz8/+vrrr+nChQvCz5UrV4Q0CxYsoPDwcNqxYweVlpZSWloapaWlCectS5EnT55MFRUV9OWXX9KAAQOceimyNeJVS0R9U3NJSQmp1Wp64YUX6Pjx47Rx40by8vKiDz74QEizevVq0uv19K9//YsOHjxId955p82luomJiVRcXEx79+6lmJgYp1mKbM3s2bMpJCREWH69ZcsWCgwMpOXLlwtpXF1zfX09lZeXU3l5OQGgV155hcrLy4UVOiz01dTUkMFgoJycHKqsrKT8/Hzy8vLqtSW57WlubGyk6dOnU2hoKFVUVEjqNfFKHFfTTNTxs7bGetUSkWvq7k7c1pEhInrjjTcoPDycNBoNpaSk0DfffNPbJnUJADZ/3n33XSHN1atX6ZFHHiF/f3/y8vKiu+66iy5cuCDJ5/Tp0zR16lTy9PSkwMBAWrZsGTU1NfWwmq5j7cj0Vc2fffYZxcXFkVarpdjYWHr77bcl581mMz399NNkMBhIq9XSpEmT6OjRo5I0P/30E2VlZZG3tzf5+vrS3Llzqb6+vidldJq6ujpavHgxhYeHk06no0GDBtHKlSslDZqra965c6fNd3j27NlExE7fgQMHaNy4caTVaikkJIRWr17dUxLb0J7mU6dO2a3Xdu7cKeThapqJOn7W1thyZFxRd3eiIBJtj8nhcDgcDofjQrjlHBkOh8PhcDh9A+7IcDgcDofDcVm4I8PhcDgcDsdl4Y4Mh8PhcDgcl4U7MhwOh8PhcFwW7shwOBwOh8NxWbgjw+FwOBwOx2XhjgyHw+FwOByXhTsyHA6Hw+FwXBbuyHA4HA6Hw3FZuCPD4XA4HA7HZfl/9Wth/T0/ZOIAAAAASUVORK5CYII=", "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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R+Q+XlZmveDgj2LhL4mi+VUqwfSzA2v0cUDbnpeADa/cK7E4x7TkRAntTDGsPcQhfV7DcJ1h9XYadQ0zSHe6HGBuGIAQ7hxlWHs5kGxX6WUix+qYEO4fkoNMiRWY9rLwW1iDkPsXq61O0J5hjwmRYeQi2ogh9rL49QnuiGtwF7E1RhJspaJIrnlyZkb4+rDwWoTPGdF4LgbW7GJZeR+0+owzX3uIjGtWdB4IQLD/IsPQw1ZSx3jChWd2CEKzdS7BxhlnfJ/0eSFAYBhXPBCVYeRDYOmnzZm/Sw8adQ+XfhSxwRrD8iMDmSc/C2ZnxsPBWaMETgJyYl94o0DruWSvr3WkPi28SIIE6aUqchTdz7BypeFOMra2TPq6/nZdBKABA2wnSfg/P/ZNprD4wrONQgo2zPq69zZaPLKS49oMZ9qZ1+vGpGVz94WO4+k67D9I+D1d/JMXujG+tiFfu83H9zUx3sfUA37fuo+8WCEpAE47Zz8nQuHR8AJ7vlVbUyEsRhl8hlnJiEcfxTycOPygw+kKM0Qv538pSjnVSzH020f2SeYdMfDuqXBFqcTt7mPuMDC0FoC3ZJ78ZSX9+gZILEe9EOPWJDYjnX4F3chbxoXzACGD6a9UBPtO1MPDcMqK5MZ2+EDj8F5FFu+RfloGkHDxgmr/+6J/FikugmDAd/tjiVw4c+5MKpxRgl6TmFinNBI59Li5dDqoFOXQ5xuA8gMhobwrM/XEKkgqtLAAYfiXG4DwFifTwVhZzHP8/AE1lmGg8VkW/jJ2PMPIyBUkFCKlqyzocx3+bgiaxNmmCAGPPRRi9QG2Zamc4/nseaBxbTZ58OoZ4hpSTbgF0L8bsJxpgkQPn6y3Ql68iveM4iLpXsb2NY//7EFhUhcoWVuf012LNNVkCzzD32TZ4UCnRAmfmiVSaj6aVWlZSWV3ktI7+qRwH5n5ZuBGDK32mvjv2+VTvay4t7bFvbYDsRdCDeKV8zH2Gg+R7L2rdhi7HGL4IiEQPSCCpwOxneNnXFdOAqT++iMm/HIDo6PWjCcfp38rgr24hnuzX5HrkxRjDFwlIlJXdlp1/Gc30OGb/aBwsSiweTP/1Lmb+koM3FfVLCLx2hmN/4MkwYdU96VOMvphg+LLdb95eisN/2EDQ0tspCMH4s6lcdRT7j+gNbvlJwRTirOkhaw7ovu18IJZ7CoVFXnSAwziq23Bz+mEFSn+4oAQ01Z2C1DGJFGWVkzwhmu826w9B7z+LuF9ZhppLewE7Okr1N+a/lxtiRFe8WruUAe9UKoC1hDZ93gKVcirVa42klj5lhTclbr4Co4mBnP9ZRIgUPFE3qplxPqCoM4t5WYY6UblwipUZizJr/wKQ/Sm4w/FLAdbJyu9UXmt1NqA4J1PyIId0MAS556S2eQ0A4AL+bir7VG0PydupyUBVHttNyiglddL22vk5nS7uB7OvS36qsI/3wuoDAvhLLfCLV0AG+p00acyd8kozO0KtkFlvL7PrQwAxOmStIiFk33hLW8DaJsjYcY3fLOZADM3nwoaHAM7h76S6yy1fmfhLWxCtbfDbjyl0pGwHm2k5Dgv6IHmd92DxkHCBxmpitYcIIemr3x+4j9ygKSlCtJ8lGGF4zm9cyizv2GJp6RpEhf/Sxq2psGmNlwVJf2sx8LVwPl4t5a0edkxYzs03DYdUylixFtXvpF/brqPqwlJdDPuBFflS/Kr0jV1PR/vU+nWDgobrs259U1Psvpu/+3zTE32C0h2ou4IUF4OLV+qzGllU3aXlhntdfbl7s1ujWa4A1Prr8mPWGQCSw8Mgd98GMjwEE7ptsrv2x0qlvLoHf6Nt4cRTA0hGm9oz1knBnn4ZCAOkd8zWutCoEvTAjx9GfHRUWxWzTorg2hYggGh2DMntxzSXU1nvvO+0AJhizBC3HBcu3OqBXtaNwq0/KeQK06XISiXnsHqdzFeVY1G2CvlEUAirtdLotn4j0lIjCde/rREEE9cVwQGgPiQVuoItN7V2E9A4s5WFYQ2bfJDWu4KT7z+YA9cVAeZsj/rTaJdzwJvlmfOT2v+OjWZzcnXWp0ApBptaTC8TPe9eR2c5yr6U6xvNNeFanRjfu3BLoIoCUlZk+0LBD2OVqk3sZZ+6+61OLgQlSEYb7smrC9S2DQBd2wRd33aMX7sc7jOQmUmkww0ZNmz2eaE/1jY0WuWYzCdT1uoAy6sgKZdj2jejqfKJt5hgC4OqCKOvMSTMFRqgTwYuvbcf3PqTQt4xaR6pozFVyA3lrKF3dmH5ZKGxUVbM1vlGo0uIsgZ1dgBnMvLCjtygcn+DC7DzlxFcXS+/4YwgCxRLsPDdUoKs4TldPdyn4IFRh1xZCKZHHhXClgW0jGVnL15FcHm1PFMhEQ1FLOSmWKlIcyVigfEsC2gZ3VJCnawWPPD1zbWyzQSSn2pRebtUHLXeRdCBCUQICM84qKVYeebmfIHjeq5aac5meYY8Fc8VBaATIhrPNF+zshqV8lHVR6WvRrJ0q1vxrVm3svwuqylzAuEKP3XZUcefvvIsxpZL8RVtE1kGknCtb7X+Vf+pssYrOtHZw4hPTrplz2w3I8jGB8rxpta3aLO32QHf2VXKsOsVTw0gueektmej0Sr61BwfxafFxCDQ9ZyCOhlYslS30jPg1p8UIJXElccpto8FujVIgPU7Qsy/izkiARguv5di97Cyq1+Et94Z4tpbq+clTtPH5R8iaE/5Gh1BCFYeCHHtLb4l9GKgD5d+BNibDsFvm0VyZKys2/JrQiyeC6oOLvY6whAX3++V4bJlWYRg4VyApddUB+381Z1yY2/nrskyRE1V2Nfe4mPpNQE4o8jOHEVybLzkRxGSqrndGMH8O30sPxA6rWYApQuuGBycEcw/6mHtriqtgWZJag2R7eeM4MqjHjbOBLpbSwCt2QCXfogBamoTIXEuPe5h81Sg15nInEiXf9DT/cb5pHjpfQxbJ5Qw0pzU5pkAl9/taRMA4dJguPQ+hu1job4SpTIs+cpjgTXA0z6Gi++XMmXC6n0hrrwr0JUvgKw/wMUfZVr4b8GHlQdCXH1bYMkuGRjAxff5WkhoUbfl14S4/gZHaDQhuPaO4TL8V6Wz/FCIpdcqONYKyFbi194SYOV+2TfqqjkZ9kEd6WgEIZh/Z4DVu0PtGQDszfjYfI08nySSFDQPKQcB5h8NsH6HXh4RAjtHA1x+TxPEz+U97z7uU1x5LMTGGT3NCCDDuS+/O6yiowCwvQT06ZewdTKQ/WZMcpsnQ1x916iGA0iD5cqjAXZngsryz8fR5skQC+ds+llAcfXtQRW2jWqMbJ6WfQACbfXPQ4arb23IEFcFRxCZS2r5AYVOb3PCrb/RXGwUTf+lh3AztZTX8KUUfctGpAiVG1jTX2ForGfWMnjoSo5jzLw0SjH1lw2Em2m5GVsIz8jLGTJfcdsUxe11MPUVD0ErRToYaJbgyEsZuKdYgkWT4gQzXybwd1Lte8IFxp/NQFQjP/QBQgGRof/yDqIJ3WcKABPfkoeEiBDI+uVkt59gTHxTwOsYm3yuDerikE8GjH+LINjJN/mKFUYXa41wYPRZgsYW18oCAZrrGca+xYA01fCIkDh9q9xaQjfXOMRzVC7hlTrTVGD4eYbmRrWhW/h1m2sc4gIFVVZOghKQlGPwgo9gOysVRTEJNdY4wO1VIU0Ehp73yoRzKq3mMgfrFA1XcOIMgy968HdTy6XTXBHwdmG5P0WSoP8qBevoie0AINwU8PbcgQLhmtA2iEvDYtvYZ3IYAKaFOngZ8NpcW9kBgLebQajRV6SS7YHLQNiqcIr+9vc4wjW5mUobIZLhsJw8+68QNDZ4Vd9crpqrKci3GZAZQQKpQP9VgrBVpaso27nL0beg4/CmB3pyFllAEOZyGKztIR1pQFACvy0QjRKIs3PA15+p6HCBoEW0jf3CIGQJwPQAp4qVMakyH+TKvQhSIcLhBiIA9wVEER2GahXDPQLBZJvhQd/P6QK3/qSQM6JvMXFGBvk7Kfwd6AM494f3L0jhNd00QSuFv20v5QgXGJxXeptUAyvYTN2WcZpi8EpU+XGVD8rMoMZzkWUYuNJG1jRi1wkQrhsZLodDeI0QfG8PdGsXdFRaDuqKpW85LumUdS6WvkJIy4RCG6wD12JbORgCWwp0Dipvej0FPHxJ52fR1qCVyuyk5qDnAqMXovJ7FcKNBOE6rMmLcIHxZzqWcgcBGmsJGmsAjPQHNBOYfLraXFTb0r8Qo3/RbgvNuMQpJkRU9AauxcC1/Lnq908yTD3V0duT42uypkIUYfprHU2mCjojLyl9YOytTDzVkgnxymfyx9j5GjoGqHtMIy+7cUjKqyg/Y9Iee0GvW6EMg80UwfwaiqmUZKLsq/HnO1pbCnnrf3YRjcXlMlWIPEwm348/p+MUP5urCZorCUSmGwfJRF9Jh7VT4IWL8E4fRzLZh/6FGH2LROsztraN5moLh+KJyvDJdYUAweB8JMOpVZEicgI58uedkodFewQhkp8v25MCa6eY/XxRhvJCAGPPRwgXtyEuXwO/5xR4j/sKrwr3EVBZWK5deiBXUgXT1ERX0Ad8EV1UPjMvqxCOn0LxCZp1gPK3oij0yqOql/JM3cgtlLX6twvqNmnV9/IXh+9XjaEnjnreBFgbv4DeL7lFqNZ738nEWIF0tXKN5+aGp7ZC24du+X1dPzrqoPnwS6Vf33cm/r7gaFdR1o3yUauD+am2kY9aV4WV5sIEx3ixVybGytnxe3xsHOSOUwDVffimHJnjZT+eZE0P/P7bkEz0WZNqCUkKRLE2SZbjlRt8cuD7K3vaxFcXqFGWY4yXomwiBHjTBx0ZBjdDbbvALT8pWAKTC131UP4gQliDXusAUv3TBNbaGNQtECvCB/Zyv/xWVXpKPcs2qHiKtVl+04OyUAdB3cCqi6oqN9odylnWX8epjXwQBi8cPFTratbbWWetHsTmZx2ofWVMAhqfiCNLKuDEcf0OoPQF1ylWdc9Ef1FPrxYcE5PaRrP/u0FJU+zDS+X7evpqHY1MqgIIlrYRXN3QaPVST1OpC5+CNypHCN1oae9r6+0sXK0/kSt0Uo1TS4Z9D9HZw+CMVoagUba6z6ICa6fAS5fgrzsymrqqrq5EhDJm8r/TwRDRbTNyT6yHvgNeBe4jmlR+b0KFO5kUIBlWdBIX0g+nuFFAobkQCCAVRZKfZBTy9CVJuOwnATkACKk6I/9dJt4SJV0WZXkkj76srmhV35bPMg6SUvsbo00kE1WoIpf1K5ftSrlle4qT1YoPnWRcLojyR0RUZRQ8IhD6obw0K08VSzeAsHDK341ViVpHJ6gTQ/F7HpVCCn4TIvvM1d952wQXIEkG4pFqYDvqSCBAssrtIXmvtK3gk9lOo66Sp1TvK4MOAJkErpRFXvWJWr6rroXbg1c8VHFMGSGCA0qfEUM+tHapdNSxkvOzGC9WpmGDP1Ie8/akWXlor6gnaUdAkuahm8Wkzss+AwCScFBu0yCiENAcLxMV9cCv+kyoyBUvieC6ghdcr4fJh+J3QLrF8iJFIw9yKPRFlo+vIvCgrIekAQAik7znHgW56xTSpl/Js0IHhIAoocdlihMXFGMgP43P0zrlZ6CJ/dbEf0eh1WpheHgYbwt/HB6xoz1cIOK4EpCge7K3EriASPJbzvyg51ODJS3KqgiJ/XCSFOBy4BNHBEctXpFW4AZoIctKf+zN0CKeZ+WdqcVR2nVDvMfN8VFr24302U3wsawfboCPqkzdDB//JuUXuDHeYx8ZKSYb08V6M7J/s3ws+vlvko83Qusm5TcVCf4s+m1sbW1haMg+DFjALb9SEFEEQXqbISskUQnGjaAldn6afYFnEGbqhV5o3UT9/iZpiTTVI4N6Rrw53t90277P++ym+Pg3Kb/AzfPjJmXkluTj3wAtIZL9P8KrYFJgJ+fAWG+WhVhYBt/dBe3rAzk8LV0GHnP4vCtXD2lHSK/J+4W9o0fk0rHMJUQsXJJxCEYhri6Adzqgg4Mg0xO15Wuwuo5sc0vSmpmGGOjTcQCbHhfIrlyFSFOw8TFgdNhNy8Tf2EK2tg5QBm/uaHnwrSjTFedOkhTplWsAz8Cmp4DBfndbzGfLa8ha0udb8L4XIFwgu7Yg700eGgKmxqWLptwDqeHj9i6ypWWAEHhzx2Qf70cr48jmr1V8HBvpyUcrri+B7+2BeB7YsSMaH2tppRnSy/PStVjwEah1S5WPllbBt7dBwhDsyKGeUiWTKEE6fxUA4B05DNEs0q7X8M5oFwCwkWFgYqz2W41expFeviplZGIcGKm3WDVY20S2sQHiB2DHDks+qu4sF60kRXrlKiAEvEMzEP1NpztXw+EC2fx1ea9zowFy9JCjYB2PcAHESXnXSaEH3JXScTU9MDPpbovpqtrZQ7q4JOX36BHA99z8MMd2vAdccldLhVt+UoiPjID7+kERdaNN3XBr7OyB7+6CNBuIj41WGzuuzVUhn3ubEXDtOkAIsumR6iKMOsjRg9V1oNMBHehHdGxUf0+q7wr6ABBGCbC5BVCG9Pi0FpJq1qtETQW8PDSPDA0iOjbq3Bi1wm4BYG0dxPcQHxmVx/LNuhEdj8Yc9Op16SYdG0Y847gg3KgfAISdGMgnBdLXlHljiPGtA49wAX91HVkUlW3bFwQQLHnA0jIIY0gOj8r0BfsASQXY9UVpbY4OIz46Ulu+WudgswXkk0J8dKw60NZFRmiUST6mKTAxinjKTgbnohvutsG3t0Fz+d13UhCQF7hcvQYIgWxqtAxJLc5pOOspgGBjC8gnBTI8ZPPe0V9AxUcRZcDYCOIjwzoOYMmVIASNNAM2NqQ8Fm3bRz5oJwOZvw6IDHx8BMlkH7qCkOPBW1qBSGKQpiKL+fvyUKe2D6bwEUA2M1qdOTLPkFBd9wRrm1IP9PchMmTKihDL2+ivhMDiEkAo0iNj8rR1EeJdw3cAwBbraVK45aOPAFTCVmP4lFEmZmRLvrNvCqhEyj80r+Ms9qVjXoVwOhS8Vj3VAiTKT2J847gwpKi/q3xRbDRpxKr2FkJEO1n3qB6lzbVhgl2gjHhJ+A3had8SR7260HPRt8rsUlf19/3oahE0+1XxBnlXEdnntXKfglqnOtz96qoeOLNf7lOXmrLtKDRzBVmVrRo5dppvd51cET5d6efla/TNson+nRbdo37jsPCtcGMCbUKo7Rc4JgS1Lt2SXKq/C5RRXd5mBPLsyzZBB9z6kwKBdQ5Ay1RqKm1U36hQdJI1OZhCJACScHjPXkQwv6HTr6tiLiBWnZRZ3yUgJp750xl+Zwg520vAvvEC/PW2jlcXQcPdwmx+p9YDAIL1NrxvvAhv2+ED3Wew7juYje+0PlImwa70ildCaAO3DB3sQcHsd39xz6PNVcw+kyIRwpkQr05Bdw0t7faqh4lZW7Uaz7XIu17oE+gn0IGKj6SLceQSfdd7szmudFalO9LAqzM2FR7VZUp20s7rSFKB8Mo6aKQfoqvTOcWKpKin5QkgAO/zQSfGbYIOuOUnhYJBaV91daWqaHlAkTZl4rsy/CvvtAJHi1cXMn9Kca2luVJI+xiETyFmDyGdGiqVSxbQMrmdBpSWdKpy5D+e45jnFAiVsdLqIZVC+WUhqxLFCWgCJHzPOryX9fkQd51CPN5XryhMa5nIBINW2uYaS41wAR4w0MlxZI0ePZZ5UVlA4ZoYBSNIG7rbp3jP/eq2OG3lRPMEg44JIguo85L14gpJ1zkFjU5R59zFoN7nq0JmJitU6sZrXEsWneI5M1ImqysFI4me2Saz/QCqkEnToDcV7z46vawzI5bilCsa98TCfaorXwEEi9vwn72shaSqbRJFk406CUbA1dTUyoE3jW9FvYpVoUuJm6umwhAjDn4C8m52x/OqzkpWXgMEIfC22shevgR/YVNbodSBOs60lNu0WulmIUNy9GBSAJArfp/g8nsIto8G1iph/fYA84+xSrhyyBoMl99L7GvuCLByb4Brb/OswZ32+7j8I8DedIBkvA9Zo7omcPnBoEyIp4IY6sflH+XojHvVbJ//W3gkwPU32+G0pNnEKx9g1T3E+YpCEIJrb/Gw9No8f9FuguCVpfL2qfaJUaR9yhWNRA6el/4/g1h82EhvUAia55UZVEs6lGD+MYaV+5SkcwqOXWEgGQrw/EcOYfkh6dfV3RvuZTJnBJffw7Bxm71pt3k6wKUfoXpCPEile/H9FJunbZyN2wJcfi/TE+LlE+ml9xO05nQcIgTW7gpx6T3Myq6aNSgu/oS8Q7rgWaEIVu4PceVRz+rrpM/DpZ8U2D1k9+ni60KZRM/ASYcauPhjBJ0JG2fpdSGuvj2w3SYjw3jlJyg6436Vijln8eIjIRbOhbZbjDJceWxIS4gHyDYtnAux/ND+wRqq0pt/h4/lB0Pd5QggGvdBm/ken0KfM4LL7/awem+oWeYi9NF+3SlsvOGoRY8zgiuPBVi/PbSUdms2wMX3NbVQWakLKC7/oI+tU0FZ1+Ld1skAF38o0ENDhUyOeem9vrz73Fj5b5wNcPXtgZXZgAcUl3/AL5NjqvuX67fLPjAhbTJc/kEf27cNg915G+Ijo+UEuXZHA0uvCy2XcNrn48pjYXWXvGI8rN0VYuX+ECwq8rf1MJvjVbDRDMjbkQ59yZEQjwDDr6ToW6LytqyCaXlCvJkv+WhsZLofEMDoiymyK3kSPcWA8XYTHPqTAOGWfbPT2PkM3LNdDGSnjak/nUDQSiqrP4eJZzJwVvkhCxCdCMc+B/hFYjVSCcPkUxwsyd0eSQax10ZxQKbxpWfA778NaZ+vWRdTXwNYkunWdUEvkweMhKessLjA1F8DfltPRtcNCAemvkoQ7OhXJ3Z1iXBg/CmKxqbtFhm4noHGDDBC8mgqMP4kQ9+KHSLZv8RBU6pflwrpnhj9ZoDmunHDmQD6FzJ4bVpd7wnZfhpzDH8zRGOz6oMCr3+Bw9t1X/E6/I0Q4ZadqG5wnqO5aluPtJNi6Nl++Lt2OGH/dYHMFeTSiTDwog9vT8HJ69dcFppvWz2o1bcorBvTiBBorAnQIo8hsQ/BlStYxW00fAHw1YR4OXg7GURstEXIvh55QSadKza4WTsFXrwMNnIW/dccV3hygqGXgea6LR+NLY6RC1Q50JfjZQKDFynCzawsp6hjY5Nj8BUjiR6R/d0/TxHs2jfghVvCjijL3TmNFQoWZ9rYIELA3xVyFWWIPskEgk0KkmVlcEExodJUlAkTaWuvVDtE5M8VV3NFCwi2BNg3XwS562TtuV0TXhWTgiAEfUuxtQwWRGYa9Xdh+z/zhHjlTUiKpVzeh0pQzdpCgF1dwcilRSS3Hy0tywI33KwGgrYUTFMMXlUEXunccKMmIV4So/9zzwC3HZcXkCjQXKmu5ktGG6D9c2DfuCCjj/r7nO6bvqUquZ21SVtaGPrz/sVY+36/9AdECAxcjcu6qc9rcbjQEuKVtLjAwDeuYYAQcMOtQLiS9M2odrieJ8RTfe+EgGbCnfSN5EnSVqFZZ4JKnIln9OR21UQSo3/BLo4mHBPfdifRG7jqSDAIgMYpJr/VsV8IYOiyO65d7LUx89W2dSMXEaI2UZ2ZEE9V5mqium6g7sOMvBJZzwF5HakwkhgWk5SZyJCHDOzIDGicwb++AfOUARFC1s0UTyLHTt/1tDoZXrzieb+VlavGVmM1QXMl1usnZL+VSQm1BgP91/O+VmUq3xeY+are1wUfhq4od6IrwGKOw3/RcY6PkZdiRQdVH7B2iiNf6pRuS1Wmxp/tyICXw9PgoQc47vl2wS3vPgIMn5u6aapaqwTO3DbaJmXxunAVaH52IuOgRwZrL8oooOtmneuV+YwQ0KFBLbeLFelQ0FLcHqSvT1uNlG1QJoTK2rP97irQuErvW9Hu0q5i4O6zougJCCAG+yCG+p19VruJWNDvYbPU8vfWmVkqr5WNvl42ZM0N1Z5wHHRN4FGE4PJafYJEja6bf4USc0b0mLxxhWmaOCbdglSXNgtKEB8Z3j9k+EZkyqwDqZ7VBoSorDP21nqmLXpYHZuTmzoEFaOU91fp76v9PIPP+a88oIiPjjgvl6qDW39SEDrjAMMdQ2qE2VSuxQAp9J/jXlo+3If4yIhcTSxuI7i6aQ8uxzLPqrJprRf4ZRQVRXJyptpsNr8zobBiPPfGrGntW/wwpMRf2wP7xgV4m1H3QW0OoJr22Yg2TlGvwrqKZwYRT9bE7zv67YYUrlpGb27Yqn5CD/fVoCaUsOtqSwi52bpe3Snskg/t7ySFWN+srna1KlrV131YSm9P3ftaEMbPOjw1gKOuDFc5NTT35YtiAKnPyn0Fwx1c1lmZOIAa5d5l8jTpljrB2PC3D4Q66mI+Mgw858a3Mkn0Arf+pFAjwOrSTdt8doFQBkhpbcrnmhAVnS8gk3rFSRkRYEaouGioystUZNKHun/P1g4yF0lCrIHvVKCZruB4XwA6OgKeb6TX0SsGhtPa7NqIqi5177qVY/KtVrntAy4l8t0CtZ+7utA6McTFedDljdqBbeKzgX4k957s6VDejUJdXzsNAIcCdoG1inG4g/atz379ZGa4V1yRGh3HuZ7indlXumXunjxVHLXPtbKBcoIs3ju/KXAdWts06LTQVNJlFeSAW39SACAosPSaBjpjSmRFzqPtoyFW7rNvI+OMYOmh/Jo7ondkay7E6t0NS4h4wLD0UAPJoIf46CiiE5NlFEVrNsTmaeXqxkIYmw0sPtxA2s90S5MLbJ0IsHk6tBQvDXwsP9SPtMEshbB5MtSvlQTKyIjk8Gh577QqoGt3NOS1koAV1lZcx6kOurTPx/UfOY7WqWaJ0w2IkGkxVu9uYHfGsTNaN4kRYO2uBtqOyJvOuI/Vu5pWkjNBZXSHFkUjKpz1syHMMxicSR6U0VwKtCd8bJ4KrZFS4CQDFU7B072pAFvH7SsvOaNYu7OBtI9Zfbo7I3HU+gIAH+rD+o89gPZdR3QLHzLKbeewg59hiI3bm1ZfFzjq1Z4lEIK92X7nvdN7U0F5tadzBQRYhsXWidCiQ4QADxlI0WdGv2+dCNGZ8BFc3UCwuF2WlQx4SA6NWjQlnaC8ilKtQzzkoXWyCWLsqRR1S4aUKDwVZ66hRxLlCrU1FyJr6LwRhCAe9rBzJLDawhnB9rFQu5e9qF887KE96cPbibW7nQUh2J0JwH0lSIFUdYtG8wARdfuCUbQnA3BGtImBCIG0n+ky3aOx+OqYFDyKaFwgC4hluaZNIBrJv1MFmxFEo/mVdkSPRU/6CaJRe/YVlKAzLpCFpPwbyAV7kMhr+ygBiTl4O7/9yWNoT/Pq3INSVjxC0BlTaBT0KEU0BisWnbVTTP3VOryO23pPBjx5PZ9qPROgMwFEw8r+gopK7fh9EGBvWiAeJPC2YwTfviQjRVTg+hJZEGD3iEA0oirk4medxQ9sneHojNqx/e0xiq3bM8CI/OAewdYdGdpj9iX2u1MMm3dyfc+HyDMFm/claI/a7rWdIwwbd9u5nnhAsfnaCO0xpn0vCEHrOMX6PcKyXrMGxdZrI0TDCk4++LdOUWzcCe3+DUDe0bz6aMe6bxkANs5SrN+lHmrK93kG+7H59jbiQVr2c/HN2j0Ea3erVmTxk2LhHEM8aEyyhGD5IYK1u2ounAdKA0e1TDfuALZn7QuokgEGEuRtUSxtQQnW7xXYPsZA0gxIq+ig9jgrDRCtOAqsP8ixfYRZE9XeFMPyw6IyGoq7LDyC1ddl2Jlhlttu5zDD8rmsql9etyygWHlTgr1Jz3IjbZ7ysPJa6AqXEGQNhtV3dSQO0XXO+u0MS48U5VfpvpNBhuUfjNAZ8ywX6Mr9HhYfscdiPOxj6YelfKjubUEIFl/HsPgwqwy9HlfLr4roIxZlOPb5gvm6RTHyUozRFw3rhwuwiOPYn8RleJwqQGPPy+szTR8k66SY/XxcJowrrCoCgbHnopIuDxm8/iayzRhkexfHPz2i+x9zOlNPdcqOJqhWF7wT4djndsFzS5AIAZpwsGdeAW+3MdJ3B9KBXLCV+vVdWEF0XD/AQrjA4b9wRd7kyjy/p0AoB6gIFzj6ZzIagvsMrNmsEnLlIK4vgU4OyJxJkCF1s5+PNT53u5JTEBnhc+IPkmp1pcDISzFGXgZghDeymOP4p4R2T3UZRXM+wugFgCRqdImA18lw4ncIaGbzYeLbEcafI1pIKgB47Qwn/jcFSe0rW6e/HkEQWKGv/naKuf/NQJNEqxcEMPNXEUCLex0UOpttzP6vIVAzjBPAoSdivZzcwhXrGzj2/5sEjauJupDFw39u0C6AZzjxB3tWdBoRAse+kOoKxdor0ZUr4QKz/zcGMb8jQLgWlwaRmj6FcIG5TycgAohOyASRBU8H52OEl9ehxiwV8nH8UxlI5rh7/eUYoxd4eUanrGrCcfyTAE3t1C6jF2KMvEwgOpUcECHgtTPM/S4Di2Mrx9DEt2OMPUcshevtZTj2CQ+sLfuItVOZVLHfx9RTspx0IEAwOIhsYwMQAv5OhqO/LUOJVT1AhMDMXydOmQo2Yxz6nQaCVlK5t/M+OPRXKcAB//w1IE6Q9fWm7l8VkwJgL2+LZ+oKwLyOs2ByOeCFsjqo8+/yaiIoyi2f13lJeCVkGhTldFn1lVYgA+jYCEQ4hbi//v6IOh92V5+7sZmtAm8wRGdkVlOqxLjTocHqhCxQTaK90FT4V1xL6Kyvax9VyPuTtUfK3gmpyZ6s4qg8Mt1pGo6ykav5dIsqO+rNIj3/UyFPNBPVJU7ExNFDOIs+oHUbyZChn9pmeb4CLM4huOSAtlNtH6L4xqRvgYM/Zh+U5WkPDPqpu/2EC7l6cJRXxwMaZ/C2o0pElEULi7k13op+o0ZKjYLXXifTcUhFn5qRnrmssXaxPAH8S0sQSYLs7rnqLIjZzkzA39HPsAgiDQWtP1WclJfh7tr+BSVg7fzMx9gwsLgKseu4zc0Bt/6kIOAWgG5g3EVcITpwHRtY+s1aFa5rY7f8xvAXW7RNENVPArkyiU5O7r9xqWxmmYpMnwDVNsiXZrndaImh/tpj/lY7u4GxjO51k9pFs3xfEzVilt8TvRqoxTWrcxPlm/sRFq3yVr98NdYt9KSHzXq7AjdSWwVtn7aaGUhrv+eQtyg6C5E/gvk1ZIvL1eVNxlWoBPqB1Fpeqa4f4h4/MnhEHbe2Wzk5OSO/KWxKl3wYHglto1ipt1Y2U7IXE5T6rmgfiIzUI1MD4Lu7wNfcbFPh1t9TUHzkpc/NJU8C2olmlclWFE03o9pY/gfLOwhfXtYikFyKSg0ps75x0Suqwuyl+42En5mT340oqX0HuUOxOCfFGn64cHuNrOpKr8u3rp8u2K8eveLeaHtc5duGSqVMnDTE/n13I3xTy+11nEgier3qaNIog9htKw/q+VbsySSHx0BPzQFUTWmi0FB5kCtVp3wpOOr70pBy6pK8fOWcSBYyzTXXbQxY9YNebwuUyUD9myh7PdyjPd3lAbwaJoUc4iEP3NeVPSDzmiQD+sYOgDLqQTD9gJfEkUnszJBUQQnSfqa5mEg7gtjbA/dolcBNpUVpGcFSCFFhRWQhkziGkiSUIBn0y6VlUV9A5k9Jm8pAUE/iBr5ujeWDIW2yMlKlIlLzew5qQrw6MAU/C2mV9A1dFKKoBmgW6skCy30ZJjfzXGDiFLQ4I3ZSwrw8F05JJ8cxb64tcCyXGiNaO0ugEkcFtT11/NSS6ClKV6Vj1UEJkFCNEc5I/eFKx3PayeDtJN0nr5xvwUIL4cUVeVFNQMFdB6Y0Y0fnZ5kQTwUB+NfWka2sOEmrOGods6aHZFw5x0KrlYiVSFCZPJ28EcoqRhlvgsrvrb7O35XtLyYWXhmX6qawixca+cJgrAkr1VYXVPm2sA1ucKP5VTEppE2G+fdy7Bz2qw7JGbZ2l4/5xwyGc4EspLjyXoHdmSoktVBUq/cFuPpWOWGoHMz6fVx+v5BJsACAANHcOJK757BwLsT1t9hJ9MTwAOZ/LJUJzwxrfeGcj+tv8qyIFNJs4tKPUBlWJyocQWVCvOUH3XsK23eOy4ys6rKUEsy/k2H5AYlTKZ/cWvY8LWUHkCciezfD6j03cJcyJbjyOMXaXaEV9VEnrNwnuPTDREuIV+Bu3Bbi0g8TINDbmoUMlz4AbJ0MtO+JEFi/M8Sl91EINXsmIUibDJd+XKA1ayeXW703xOXHZUI8oikdiss/yWWSRaP+y68JceUH7OSH8aCP+Z9OsTdT8br4t/D6EPPv9Ksb43JIRpu48vcydCb8crAXcnj9TSGuvS2wXBFkdAQX/x9SJklTYeENIRYeURLilftoDFd+YAjxsKetWP35VcmHe0JFNqxi8zJIqRDnH/Ww8oCd9M2ZEE/kCfF+sEqIVzUG2HjkCOLHHtLKIVyGEl96D5MJ8YrnubETjXq4+MNhlRCPy3dZQHHph70yYaJKa/NMgIs/5OsJ8QiQ9jO88gEmw38NA23tLtkHZkK8rElx6X0e9qYCTVELSrB6T4iFNxhJ/HIj9NJ7fRk6b9BZvS/E4uvsMOe038PlHwjKvi4mLX+rA3+jA68Vwd/slHzuBb7rewof+9jH8Pu///s4f/48ms0mXv/61+P//X//X5w9e7b8ptPp4B//43+MT3ziE4iiCI899hh+/dd/HdPT1TWMV65cwQc/+EH82Z/9GQYGBvCzP/uz+NjHPgbPu7EqEy7g7aY48kcBws1YbkxRyE09QjD2XILhV6jcJFU2zPy9FEc+FyDcSKrNJy59dePPJOCBTJpHUl7y2tuOcfiP+9FYT6xolclvphAeQDOurS5IaxcznxlDYy3HoZIOhMDUUzKqotzALSy+ToTZzwD+Tio3YnN5JKnAob/KQFKU9GWElMQffGED8dSArkC4wOEvC7A4qTbtqGIRpSlozDV/K+MCh/5CwN9T6gzoG44Ztw4IHvpzAn83kTwogMOaFIqBzSKO6b/w0NhIy7KKOgxfThBusSr6KMvkhlyUYfIvQvStpuXmfrEpPXQ5RbDF9OgjLqNLxr8Son8p1esGYPhShsa6lI9ipUC4gLeXYfSJEH0rqc4DAMMXOfqWiJQbpW3+boqhLzfQWJd1U/3DIy9ycF/ikIyXOXu8nRhDfzWCYCsGzaoEcwQCwy8JCIqqzsXJ9XYHw98M4O3Geh9AYPCyAMkcOIJj6CKHt8erMQIgOTaB7RNNNDaEguPu62RqAMj6QTOO8W8S+HuZtUkfbKVVQjzOywg+JgTGvkXQ2Mos+Qh2MvjbSu6wnN9MCIw9TdFcy0BSIfcZOOBtteF/bR4suqtMbkdyWizmGH3aR/+yxKFplienI+hb5oCg8sa7nCcklRvGI8/JRIal1Z2P0/5FDq9NAHWDOhNgHY7Bl3wE24klU411Aa8DeeI8D0kVnINFHH0LHrxOossHl4ntvD3Zb+r4palAuE5AY1HykkCAXl6EaMubHTE8CDIYyqtqewAizDXxdwjvfve78ZM/+ZN47WtfizRN8c/+2T/DM888g+eeew79/XI598EPfhCf+cxn8Bu/8RsYHh7Gz//8z4NSiq985SsAgCzLcP/992NmZgb//t//eywsLOBnfuZn8A/+wT/Av/k3/6anerRaLQwPD+PtjR+HR3qzaHmcyI0pQkDDHu91FtWF2yQM3bl4XLSiSCoMykCD+mghZ/1ulFZHWgrE80B6nFRFmpaDgzYa+3ztoOUHID36MNV23Qg/gJvjo8h4eeH5TbXtBvhY1u8GaGkydTN8/JuUX9wYP4DvUB57aFvRJuIHZT/X8VFkXIYCK+0u2/a3oQcodV6WZNa5bFcYysOABg4v6uL5ZbsTHuPPot/G1tYWhobq78b+rk8KJqysrGBqagpf+tKX8OY3vxlbW1uYnJzEb/7mb+JHf/RHAQDnz5/HHXfcgSeeeAKPPPII/uiP/gjvec97cP369XL18F/+y3/BL/7iL2JlZQVBsL+SLyaFt+J98EjvSuYADuAADuBWhFQk+CI+te+k8D3fU9ja2gIAjI2NAQCefPJJJEmCd77zneU3t99+O2ZnZ/HEE08AAJ544gncc889mjvpscceQ6vVwrPPPuukE0URWq2W9u8ADuAADuAAbgy+p5MC5xy/8Au/gDe84Q24++67AQCLi4sIggAjIyPat9PT01hcXCy/USeE4n3xzgUf+9jHMDw8XP47duzYd7k1B3AAB3AAtz58TyeFD33oQ3jmmWfwiU984ntJBgDw0Y9+FFtbW+W/+fn57znNAziAAziAWw2+Zyeaf/7nfx6f/vSn8ed//uc4erS6X3VmZgZxHGNzc1NbLSwtLWFmZqb85qtf/apW3tLSUvnOBWEYInRsCnlHDsGjoUycpu6+qxtBlAAZB19dA+90QMIQbHJC3j+QcSs6pkzClnGIKC5jqNn0FEizUY9DSJnoK1tagUhi0L4+0OlJ+XwfHL6xKU8lEgJv9mh+8trAKe5MKNICCIF0YQngGdjIMMjAgM08EweAaG0ja7UAyuBNT0K02xAZBx3OfZGBLze31PQDaYp0aRkQAmx0FKS/TyMjGoGW7KyAsl1AxfsCfK+eN5Qiu7og+djfDzo6UtUty6zL3sEowBjExpbMN0MIvJlpwPMgQh8kSW0Zyekgiis+Dg2BDA9BNEOQKLbp+B4EoyCdGNnKqtyApAze4Rl5MdBu276IvhkClObvMqSLS5KPE+MQM5OgO3sV3wgBhJCXOlECsi3TF/D1DfC9PbmhffYE6OaO1R4xKPuEtCS/RZIgW1qW7Dl7GqQT2XUbHgCEKHEAVO0CdN4XfTo+BJJykK0dnTeEIFtYhEhTSx6z6RHQTmrjBD6QpEjnr4J4Htj0lOQBIUgPjYLtxhaO6GuAD/dBfP2Zko+k0ahwdiKtPQVOOjEA+rXnIZK4kkVCkBwdh7fVtnH6m0jH++G9vFDxcXoKJAiQzE7AW98t+6fEGepHOtoH/8oqssXlSg9MjiOenYC/vC3lQOXnyCDSkQaCy6sQe3vI1tal/B4+hOjMDILrWyB7eehplgGMgY8PIRsI4V/Oz3gkbcDtaNHguz4pCCHw4Q9/GJ/85CfxxS9+ESdOnNDev+Y1r4Hv+/jCF76AD3zgAwCAF154AVeuXMG5c+cAAOfOncO//tf/GsvLy5iamgIAfP7zn8fQ0BDuvPPOG6pPdHIKme+O+jCPuQdJAnRkGFd0ero85KbGhpsx6d5mBKysAISAH5tCOujYBM8Pial/Bzs7yDZj0OEhmaROOY3oyrVEhED4EsknBYrkyFiVp8Yo38zd421sgu/tgYyOIJobr7511KuoQzAfAK0WiO8hOTkD/9IyECcVXxxto1EGuromo0RmJhDNDDr5bkL4IspJgQ4OaDRcPC/DMhMOr5hcR0fKHEx1KSaKuO8w9IGNDRDGkJyYLhMLFnw2vwdkniFvbR28kwFT4+jMjlnfuyDodJBFEWjgIz4xBR5QEK5PzOq5EYhhsE4KurIq+Tg9gWimH4T3WydqqwNVks/hBSH7uREimugDGXNlFs1xpmUdvJ0EWF4BhAAfaiI9bG9AmjgAELTbyIpJYWwU0ekpDYf7FOACdKpfzzWWcLDlFSBNgakJREeGnTgFXwr+BvMbsowgQHxyujw7k4UMZCgo6ai5f0gmwAgFRAZxeBLxuJwQ0wYDGwxApgascSM8gjDwS0VdyFQWMmR9no1D5eFGemwKyCcFfmwK6UCAtI8hbQ6B8CFNf3BGwAMKfmoKwc4uso0YdGgQ0clJpE0GHgyDZEP6oTqPgPsE4vQU/JU9YG1d6oHZSaT9DHx2pMo3lY/JLKAQHoHwpuTBxd3dv51J4UMf+hB+8zd/E5/61KcwODhY7gEMDw+j2WxieHgYP/dzP4ePfOQjGBsbw9DQED784Q/j3LlzeOQRmU/20UcfxZ133omf/umfxr/7d/8Oi4uL+KVf+iV86EMfcq4G9gVFcdXm3zEjyEiFVyU5s5WT5oAjxFJIxUE59QSxEwwl6DqNCvXgirBxyz+NXOwmndocPzV1EwSIT0yBGJOURaPHMLx9YZ9iCtpeqwPebte+B/TDa1Wd1cNR9mTgKgeAdqL5pnIk5ec/XBMQACumv0TL3HS73WNRm0jQTHOtQuoOhaxN2FhW0H7hShZogfG8wHGmOFFXl/mYE4Royfq0cZMJsI6S/VBpmtcpVlwGDS5AI/W8QVb2V0nHGD+EizxZntFGIjPpao+K0ORMgBrvZIMUnLxurJ3K9BgpwFI3H9XEe2paHxZxIEZ16r7H4fld31P4z//5P2NrawtvfetbcejQofLfb/3Wb5Xf/Nqv/Rre85734AMf+ADe/OY3Y2ZmBr//+79fvmeM4dOf/jQYYzh37hz+3t/7e/iZn/kZ/Oqv/uqNV0hhkgu6pVpwZVG0y1YV9T75Ykg9PTOnSqGk6xRI1w7uUan2nO+IEAif5laufVPbzYJ6craXb01IR5ugivuhrqybTWpnlaP19c2Vb072BX4vZZj5sWrBmCzUfFoqvjUp1dShW4oFs26u572COYH3kp8JAEjCEcxvVNePdpvAutXPHJ+MlcrUNCZ7zu+Uf9PT90TvIxpz0KdfQrDQKumqP4vftTFZvFLolOlwehTT74n7aD9oNBr4+Mc/jo9//OO138zNzeGzn/3sd7NquuWf/83iTC5bVSFyWGA830fQrBEuqnTHBQnDJVWsLlzKQIWuqxZXvQQs4VfdTuXfNZLQzS0j61BTCdNS6lEhuuiVg6tGmZQ8JjodbTVVt/L7DqAny/8m58KuPMf+SrSb4t4PR1111rnXnFb6frxw3Feu4Spyqt2xYNCqW0135YmQ95iIhWWwkX55f4e66i6+U5LoufqgeO4yvkqlmv+tjevifoWaNO5FKhnVEKtdmRveCO5TsNuOIxkIamVEWwFoq3a7Or2Oj1dF7iMA2DkSaNcgsnaKYHkH7OmXQVKuz6J5jpLdQ0GVxA4VU9N+Vt10pAIhaE/6ZWKzctkmgLSP6VdEFsCYvE7PkQwtGfCqawNVMowhmgir5F2FvAmBeMgrE/xZwt8MFT909S4e8kreWLQMK1Oloybe68UijIc8d0K4LoquPaX3QQFpk8l8Ucb3ghK0J4OSjqoI0ybTr2Qt8Awck46r3+Qte76erE7BiYdse0sQeX2jmsCtlKkGc/aBIATxkOe8kKhMmGgCY3qOKwOH++6+4nkWT3USKfIFORP8dQHuKzia4eL+XpAqWZ+6simBulUVDyiSoRDpA2e0/TxBjOR2vGoPZ/ZqqfjJzVPP+aqde8pqSV05EJm3SdOkxX4gq59kWTu13X8E+oqMAPFYEzxgFT8cQ0XFMemVcmOW3QVu+UlBEJlpc+mtKXYOVUmjvEtLwMIKsrtPYv7RppUdMQspFt+RYm/aHtwbZzwsvD6foRUOpv0+Fh5L0Z6oBlfRIet3uq/TE4N9WPyh/Ao+o97LD3hYOOeYFAKZxK9UPLn1IgjB4jmG5QeVpGaKBbN11yiSwSpTa6FEr7+JYvn+SvGZS2juU82KEpTg6jsIVu7r/aS4oMD8u2UCwl6ACAEeUFz/gQSt4541KW2e9nHt3ZmWEK9QYIs/FKE1p+MAwPodPq69m+sJ8SCvyVz5kTa2j+hKEQBW7vdx9Qd4ubFZQNrHsPJjbewc9i0rbum1Pq4+aiuEZMDD6t/bK+9VVieshdd7uPJuxwQz2sTS/9NBe9KeAK+/ycO1t3m25T8+goWfjdAZ98pvi3/X3urh+hsdBg1luPS+viqxmlK3+Xd5WHhjlUSPxly7ncwEQQjm3+Fj6bWhRSceCdypIwhw+Qd9LL8mtBT17mEf6w/rUYfFJHL53XkSvcIQy+ltHwtw8YcbVUK8HDgjuPReH2t32XXYOhHi4vt8kIb+jvsUl97ra4kZi7ptnQhw6X0eeKDfhZyFFJce97F1IigN0aJunBHQZy/CKxLV5ZCFDBd/yMf2MTtp5PrZEFffEVh6ijcYLj3uY/eQkcxRAOu3h7j+xh4SGRpw61+yA7mBNfdJCtbJr0giQHLqECAEsqaHmSfsWdvrZJj7fVbiqC6hiacjjD1PLRy2l2D2k014e8rVifkScuLpBILB6hjS2sXh3xuDv51YbpnprydyEjHdRFGEuT/MQBPFHQCptA9/OS2tIhOGn1lHpESXECEgQHDkSxwk0zfsSus9y0ATXSkSLnD0T4V2ReR+S1OaCRz9PAHrVO2sltFuC4bGHMc+xcDa1RWSBc7ohQTDF6l9HWfEcfj3Avi7ie77BTD2XIKRl4lcGZbMlAnPpn63AX/HvvJy8lsJsucpSJpqrlFvL8PE7zYRbiUlT2SlgamnUnn5usETfzfF0CcH0FzV6RAhMPUN7kw17bU6GPn0CMINWz4mv8H1FUSR/2ZrB0N/PIOgZV+9OfFNUe1Z5e2XPzmmv8rh7yhhyTm98W+RMikkEQL+1TWku0popmGpEiEw8oLsC5MHXjtTEs4p7iIBjJwnCHa4VVawzRGu2zwDJxh+kSDctDe1wxbH8IvUcgUTAQy9RNFc5ZbiDVscQy8zQL3CkwAkFRJnzd4cbmxyDL3IrGRzNBUYuEwRtjKLTjLowb/rBLjPUE71uYuqf57C39WvCiVCINwS0ptg6g8u0LdA4bUz7epgAoHB+QzBdrErD3jb9RO5Crf8pFBkNWRtXikVLq3Q4r0ZJQBAMnHXeE7kP5oJ0MzGIVzA30615WWZWVS9Tk/bv8iv0yv8j8rA99qZtj9QVo0L+K0EvGG7SLw9o15qluiOnjWzoOVvp3a9im/KCUJ/GWzV3Gtp4ivtCTdspZsTcT4mQlh0irJYlIF13DjF9YTq90TkUSImTl6/hqJ01EHs7WUlTwmpPL6Ei1K5k1TAv3ANhFJEZw+XVypadUsFBq7HTpdCwRvzHUk5Bq+6B3Njzb6GEQCQxBi+GDn7s2+pulO6aL98INB/cQfpiJGGGrDoJ0fGwFbWwPfy+HvHHtzwRXedaZRBqGNHkfnRC5H2d0E/2EoRzK/B5CrhAmPnFTrKBBNuJOhbSHVaQuJMfLvj5E1jLUFzJdZxoODk9dVwVhOZ4Tjjmr4mXGDy6UrYStcPAcLNBFnTsxQ8TTimv17VTZXD/sUY/Y5wUhLnOErdCJfRV31feh59WYb0wdvgr+wguvCKXYADbvlJwRlhYwqEy1Dt4vssFQ0XoHtxdaG4sulzw5uedXhdnpsREWr9um2WWpvezvYT5+89bcLu820v+w+90LrRevRK94b7jkLeO9FXnYdx1r1Ica70lUnvO9osd/jdXRvZRd9LRaXQo731Lw8ZvGYD2KsOZdVt4tbVQwVTDq19FYcv3BlE4TK66t6Lfb4tCVXf3Ijsm7gFrdoyzLEoYLevKGafMUUgIBgBmZ4ASTMIj4Ls7FWZiPeBW35SKHx5qsV4M4pNE/q8s4PLa0ivXFM+dg/2QoBLul1I1w1iS6EJvXwT70aEd78BrULd5FO3oWa1SwCUcyAT5QZat+ijbvW0NtVqJkTTR93rDVRdQVUWlCA6M7O/8uDQV26O9t3MpLDfxOkyHgBpmdL5ZWSl+2l/Gairo/bMsep1lqv42WnC4S+1kEwPWfs3mjuzeKa6SrpNRHX1780+sOthlOUK6LAUPBwyuC8x97g098nKeqDqa28nAX3pKvj2NuhAP0g2jvjEFFiTAS/uT/qW32gurSLHlY5AtdkqiBLemLucTKEulFpxg1I2MQQ2PqbRMzvI/N28exVAbd2qDxzPDRxzgnAzo175dxXW70CJWjwggH99C/4zF0HjesvFpfi11Q3Q08B2DiBtQ86g43LX1fBTe27O2T2uSlRwGgw3YLzYD6tyLd5BuqbEdpUeYj+DpWfodbWs1It1UoirC2B7cU2ZRvsUGl1l3iyml3HirCssPBdPze97fl5jVFWGjPKC1nwnpFuVPPcKso0NiCyDOH5EXlnqU6SjetqZOrjlJwVAHve+/O4AO0dc1zoGuPr2AELlBCVI+jxceo+PvekA5ZkAACDAxtkAC68PkQyH4Eer4/1Z08eVxwJEY3YUy/odIZZeF1puHzHQh/l3Bc6wx9V7Glh+TWgpHNoIceXRvvJuZ7VNS68LsXa3+9R358R4GcJY1EEQgsWHQ6zd4U4FQhizonUKnM3TdqSIhV8MQkqw+EiIrRMhsvEB4MhMGTFiQWG4+hTz7wqwfcxuz+bJEPPvCGVuJIVWFlBceTSwInwAYPN0iOtvDi3XWBYyXHk0wN6Uft2iIATrt4dYeH1ojZS0yTD/aID2hN1vG2cDLD9kR96kfQxX39pAPKxHBQEyUmTlvoblKskGQlx7S8Pq6wJn7Y5GZbzkG82kvx/X39hA2m/39frtITZPSX5mTQ84M1fyYe3+Yevea0EI1s+GaM2FFT/NrlbuqS5+bp4Myz5Qn/OAyUthDEgGA6z92H1onRnUvgeApN9DcnjUwhGEYOtEiGjMs+Qv6ffQOtUEcdzVvXUiRDziWauoeMjD5smGVT9BCLZOhtYYFURGALbmbJkSjKA1G8p73kkV/SWoxNk+ZozrvC7bx0JnOHE87GF3Jj+voO5pE6A1GyJt5veFewR0ME9hMncM26cGLZ2zH7wqJgWSCfRfJfB3bZdCuCXQt0BAM6FFl9BM7uqzOF9qKjz1d4BwA9bgIDy/Gi+xFaS3J+BvFx+qdePwWwQ0tV0wrCPgtRXlUQg45/B3ZLuAqh5EyCv7WKTQVwSIphxE+baoC01ktIQG+1h5RJ0oe4QiRj1reoimBxTrvKYgLuC3CFhs88aLBPxt4owu8fYIqLErKQgBTeDcnAYkD9TVYfmPA6RuQVNzQZagBNxxfEBQgrRPyVmkWIJJP0EyAHvF4VFE45nzbEE0ShCPKH1Z7CkEPtpHU2RFMIWi/NrTBO3Jyt0oAk8qNEKxPUvk9Z4dfSN45ziwN1O/KlIPrxWr8q2zwPYstVybaR8DKcKIVWudAKsPCrTmqjoX0BllaJ1w5XEC1h7gaM0qOcBy2JtkWHkIgKngPYLV12XYPmor3t1phtVzqWZoAPKu8NXXZtidodV1nDnsHGZYeSQD93U63CNYeTjD7jTTeEOEwPYxDyuv45YBwAOK5Tem2J2yJ7nWnIfl19r7K1nTw+o7IuxNeiXv4zOHwc6exrUfOoqFNxKIwsXV47xwy+8pAFLBT37LHT3Qv+De1WdRhumvKVEKig95cD4C5vMOUqZVGqWY+euKjrrMHL5UEw7W7uDQEx17UwrA6IsSp7IEpaDwOMGhv9iVCfEItLDEiafdkRUAEFxZhzg+rj0jXGD6yRpNCUBkmXQzKFY9EaJqZxfQ3G9c4PBfdsrn6jcW5I9oJjDz15FzFTJwLcbAVZR38BZAY44jX7brRoTA0OUIg1eINQmxKMOxP3Vr/tELeb8ZE4DXyTD7eTfO2PNRSVMFfyfF3B9VYZoqf6aecuN4Wx2c+KStJABg5q+qCCONpxubOPnbE7a7SAgc/nJUuSPV1zzD3GdbYCtbEK0dJPceL8Ohj/5JDHIDBgDhAsc+V+Go9Qg2Y/C23j+CyIjA459JK0NHeTdwLUZ4ZR0mt2kmcPwPM4BX0XMFT4cuxxh5hUMo4aXSMOA4/kmAprZcjbwcY/gV6GcwCMBijuP/B6Bppo0tIgRGL8QYvkhB41RjJ4s5jv8BAS2uzVT2QEbPRxh5yRHSHmWY+yQDi+NKH+SfjD8bYfRCHpKq6BzWTjH7W0EVbg9AMIL48BDGzscYeVEanNrm+j7wqpgU6tJBFD5uJwqtLBx/ZQ90exfx8QlwRm9oM7AcfNpSsXv9nGVYDyucG/Wz9wQ9LDdvZsMecLSnC61uPttavnSp4w1t5Hbpl25t32/j90bK6lZeoWgs4AI045oMlwpILYpAnyAzgeTwGOjEUCnnRIj6lVIBroR4qnKv46Phk1eT6AG6UUVSdyVozC1FXeLEennFOxZzS+mCSH7SmiSDLLbrVoa7R0bdCjpRVtFRJiySQhozWl/IRnjtTE7GhVGZW/kaHbUqQp6ZKfc8aIVDYw5C9ZPYvcAt7z7qpvg1N4E6OAzBoDt7EK2dKs9R3sl1Sqk8cAY4LWFbKXbf6HQ3TPnVYXmXz+p6uE7XOi13U9Pmj/d1MXVXxrXuo33q1q1PtXJrPxDu3w3wdmJQc8ADVlLAejrG344NQvUnsE/dzT53KENJx0jjIIDg6gaCa5uWrJNOqvGANxjSoWqvqCfrsku2VklEcYEavveyLWoze9nILb7tMXWDWbYrfNW5+VxDvqthY8ipVW7NBAlUq37VjbkvbVSTAYAqEy6tDIIbCSK45VcKdUwtrTPFUijBOKEZHZ8AycZl7K+59Hf4lU3/nerecSo0AT0m2fi7m4vF/LZoU12Ms6tOesKy4lkX/O9wNaIJ/I24JRQl6m90QBfXwOOaaBUDp/4Dt0KisYzi8IcGEd1+RL5TBm5vFa5/Vbc6cNZXsTb3W1XWVoULgOepoNWNYZ+huLTHWU9HzqX9+szVtm5yVfttD9Bt5dUzf0l3HLNcFa96KZzfanqmx36rxRFVXa0mqAaG8o0gVTj8wUqhACEFe/tY6ExuF494dt4QSJydIwF4IPMVlQnrhIxSMJOxyUJlEj11g6+YpeNhr0rGppLyPOzNKAnxlKVmPOw5o5IIY2hPNzTroIBo1JfRLYWMqhkd+hqaQgDySW/UR9JvnLCsUZaF1RON+lpCPBeYdOJhD2mD7T8ZKH7yvTwhnmZtaYa+PRg7E37ZByqkfTKRoY4gB0x7wtdyPAmfAmfmEN1+BNGoxFEzshYJ8VyJDNO+PCGeqUtzvglKLH9y2pRJ7EwQhCAeUfI4KdZg2qhJiEco0n5lI5UA8ZFRiJ1d+Ms7ei4rJbKsSIinFSXyhHjGnlI3IEKUCfG6r3x0w0dNvKf2tyAEwnPLGverfGLqCkOO2S44Rr0KBc49uz8FkXmWXAq5fGdAwYPqgYKjunRMWtr9LAYdRxqUojyzTmYZN2KA3fKTgteKwdopNs8CPCTwWpH2rzPM0DpO4beiMo+OiBOJczsgGOBvdeBvdOBtRfC2IuxNMmydoPC2Y9DdfNNMCLCrK9g6Ka/Q9DYj+W9L0tmdYmjNMfhbHXibUbUB5ntYuT/3Jyr18rc62D7ilTj+Rgcit4qJ72H1Hgaacr092zG2jzDsTTKELy9L+q1OeWw/mhkAjbksb6sj6bQibJ5h2J1m8Larskg73/gkBGwvlu3fjOBvdOC3IqzfzrA36Wn02XYHIld2pB2VNLzNCP52jNW7PXTGWcWX/KeIFGs/Tire7SVYu5sg7aeSbl4HbyvC5h1DuPLTp8rkaiKK4W1GYO0Uq/cSZE1alZP/25vwsH47A4nyfuYCrBWBRRlWXkORBTqOoBSbp0Ks3y55I/L8NqQdgUYZll5HwX1i0Wkd87B+uydzzRQylXGQTGDxYQpBUMqF7KMIWyd8bJzxJR9bUclH4TMsPCKVW9n+zQjedoTNMz62TvplOcX1mGSgHwuv92QKF+V74vtYfd0EWsf88jlttaVyJgRr9/TJ2+zU9rQibJwNsDtT4XhbkZYfSMSxjXMmwO6hoKpzXkciAOJ5JR+Ld34rwsZtAdqTfin/xVjhPkE0N5bzMat4t5Ng/WyAzphX4hR0spBi9Z4qJJXudUqcjdsCJEPM6re0j2HtzrCM4hJpCm9Lyu7GWRn2qfVBS+JsnA1B21WaFLrdkXTOBMhCaumctMmwdSKQMpXngRJJArabYPO0DI9Xeea1IqT9DNuzgdQ5xbWbgoO1JR0AZb2KsZL2M9lvrUoGegEierkA4e8gtFotDA8P4614HzziV5ZvnS/QuaysWVZ/t3Eocx9B/27TqYO/KRzKAOG4v/pmcPbj562Gc6Py8d2Uqe9mv90Mzs3yk1A3D/6u4gDfkUylIsEX8SlsbW1haMi+drWAW35PobjgW/u77jvNX0i6f+/C2Y+G+k7b7OQ3jtMrHRPve4nTDU9In7bVHyaOhcf3r4OJ973AccnH9woH+M7l46ZwhBvHVef9ZLGur03cXvv6ZnBMpdtLXwtjk/BmcIrv9sP5bsjUfnXT2uB+bcItPymQB+8AYY2KkXWKHAB9aR7Z5hbY0BD4bbP7fg/IpWL2wksAAHbnbeB9gf6Bq+M5Bzl/CXx3F2xiHPzE4WpAqj9VHABsfhnp4hJAGejdZ+TBI2ejlQGfCeC5lyCiCN6Rw8gOjdnfqH/nz9jSJtL5qyB+ANx9BmDEVgpqGYSAJBnEMxfksvvEHLKJoaq8hXUgy5AdnbSEl15ZQpZfes5GhsFPH3NPHI5n5PmLko/TU+Cz0zYvcv+yDN/M+bi2jfSVS5KP956Vm637QcqBZ16ESGJ4R49UfNwH6ItXkG1ugYQhcOdpzYfvqisIAYlT8G9fAHgG7+RxZOOD9QpbpXVpEdnKCmh/P8QdJ9xK3OT9boTsuQsAAHb2NPhQs/ZbtSzywmXwbXka05uZRnasOtkPzsFWW7L/iwN1RZmZqPg4dwzZ1IhdR5V2/oxdW0W6sAjaaEDccUrKo/mtUQbppODPviDl7/QJ8JF+d3vMtj37MninAzo4CHHbrG4g1umO3QjZ8zKxELvjDHi/684Io55CgFy4Ar69resBta8dY45u7CB76aL8/Z6zEKGvlWlNxnmdaXsXeGZ/Ftzyk0IyEADMvkDGtVkWFJd/+B7SAZnywIIiIiD/6WXVAOJ9gXb7kxM3p+3npyaJ7yMd8NFLdALzq3Zk/WGZOrsbkFTAY0ySDvyyfvvFxtPNnBYlyPr9+pQUKk7Myk0q0QhkuwAZY51lEBmXZRkbY2Gg8Myr571VZwEE+YnVko/o3scAQFs57ylB1h+UadRdUEalJBys2NBU2mYjoKq7AILCf04I0oFAS/ambghq8fodCkqJ9Ag0QyctC1cAYX5SmDCGZCCwo95g88STlQOEAO8LNR7WRfYEy7vgO1XOJCi8LyAdmnQwBzofAxuvDliYywilyIaCniLAqM9ACAVEBtEX7j82iZRVr5Apz0MyaKeZcYGn8Ir3BZoMF2caZKGSVmGolPLheRUvFBly9YPfzvUUocj6Q2RN/XCjGY5clMVJTep6A275jebiwmpXaoEC6gSMu64GJPJ38wYkZ1lC/ynqIhgcUUQFTe1bXi1T1Us9ak8Id1kuOmPj67436+GqG1BrRRVH75M7j1rRT93wTDqu8x11UB5ONMohXACr6xbtOh6a5bi+0Z45+rcOz3lGpqZdVrQMN3ANHO3AGtxyfzNAhEA60gAdGPiOyyqhplpOGbtZcHh4ivK7hmuaotqrS9JU6kQpi7gNFvMMhRU2X0PfHMu1Yc09wi0/KQAy3O/Se+WVdQBQXLYBAQTLu/Bbdqx7gVOEnqqMXrtbJkkzOyjr93H5B3079JQAK/c1sPg6G0cMDeDS4747Id59IVYeUHDKpTjH9sn+MoRRrdviwyFW725U9JUebp+aKMM7S/qUYOFciPXbQ00Yi+UnYaw6nyEUnNeH2DrVxfIygAcU197URGsu3F855YqV+xRXHssTGRoomydDXHtzw8ptkwUU848G2JvWLzsnQmDzdIBrb24CU3qqj7QhE+K1J+SKTbWu1+5oYOGckfAM8grPK4+F2p3PxQSydneIxYft5HbJgIer7wic9zev3t3A6j12UsJsUCbEy5pGUkJKsHZnAxu3hZbyJEODuPbGpjNkeO2uBrZOKK4NxVW0ft+Qdbc1AKzd0cD20RxHQObnD+otfEEINk/rCfHKJIehnRCvMBQ2zoTYnbFlKh7yEB+13XUFHVdSwnjYw+bZPmdCvM1TIaJR35qU42EPG6fdCfE2T4WIh+10I9Goj82TtnwISrB5MixDg1XDKx720Jo1ViBE5p3aOh7q4zq39KNRv+oDFSiROE2mjREiBKIRH7uHex+jZZE3jPF3DYg8Pj/0IkWwXR1vL63P9S2Qb7+I8NKalkeHJhyDr1B4bdvEaKxx9C3mPaCGIscc/VdpmZBOFYZwU6Cx5khfnKToW6TWMXoA8LcFgpYDJwjQHqdW+gFBCIIW4O+4rdviyj7N+hCAvwt4baX8wjcJyP0PhzXKOgCNqzLk++4WNU2xf8oEtQ5coLFC4Le5ZYEHuwLhOmBu8hGB+qSEHcikhOplNISACCDYypPoqa5qIcAiAX8P8iIdVfFygLWJns4hx6GJAI1rrMHSv2Y89wDuOVaRjCLpF9op+QLSfiBtOg5d+R6iCfteaUEIohEgHlIT0RU/qUyUx/TvBSHYOyTQGVOs2P2MZQK0TgG7h5TzAHn/pX2sDEktaBSW9NYZYG9GV0lECETDDDuzyoSZd7mgwMadAnvT9uTXHmVYu1fYCfEosH4vx+60fVZhb5Jh/X7uTKK3fi/H3qRNZ3eKYv0+495vIc8orN/P0R5j+gl4Amwf9rB+rzC8CgLCo1h9OEN7XOFP/k3rGMPa/bY8ZSHD6hsTiWOsQLZOMqzeT2o9EXVwy+8pQMgMoOPPdqwlHADEpw8huMiQXroCkKpjaZon0XMwc+BarJVR4iQZJr/Z0Q/R5ANr6LKeZKuEdkcm3nPAyEuRk45IUkw+tWvtKRAhMP5cfaI6//oGeJEQj1QDcvJb7oR8AOThsEzo9zdwUSZwc9WvxFWWv4R3SaJnuZNkmTSrT9bXtxSjbxF2SpKE1/Jz4GqeRM9Q1izKcOiv3LPVyCvuhHisk+HIn9ckxDvvjgf3d1Ic+3wRKZI/FLLOE99yJ/7zNtuY+2NW5TkqfN9CYOrJyOkWEBubOP6H7oR4h/7SnXgPPMORP2shHQyqfZT8m6NfjLu7HwxrnHCBY5+3V99ECASbCXhUyLWeMHH2/7oT7w1cjdG4pFzHmQ9TmgnMfSYB4ZWsFWNv6HKMkRczLSFegXP80xlImlo8GC4S4qmn5PP+Of5pgGT5mQKl3qMXYoy8BBlkoZTFogxznxagSWqNj7EXIoy+RPTkf4SARRmO/x8G6jilP/FMhLHztmvI20tw/HdCN863IumyFj26vXJ4VawU6qwbeVKSID4+CXb7abCxEfmiGIAE+tLPLNOiZfu+nb7cfXyomm9RpXODeV72g9oj+9aHDj+mkf+nm69TPXFafOdtKgqtR1+3tmnaA4q5H1T62bXN6u5tqK8MnL7e/fzgJt+Cqxvwnr1oJYMzcXopqwQjvbOG021vIVdS1mRi0jHRHbSKZHHWSdoaX7ogctVl7oOU7jzu5g/N9AumVJcQTdW88VUf0YQ7eUC4TCKnP0SFw23+ECGs1WIB1uq/WCxkDjoFTpRpk1v5uwBo4vYAFDgm0EyARbzq8x7F+9afFLooj1KYPIro0JC2rFW/qRtEzg1T4VYM1oa1o6zajccCHINvv3JvBGrLcNXHsbFZp9xLazBvW7C8C/Gt8wiWd7T9i7qynfXrZb9PoavluKppZ8n3HiccddPcbGN9pfQ/s4lBiKOHLFdPL/iECwTzG86kfXV17goU0p240XFOKvtuytZB/j3bTRBc26jkeB+e9bJxX5LYz7AwrxotqmDKlKkRXd/tWxllVW0YXhr/6ooU0CaGopw6HnXTKeqK9CDNRQEuoTKZky/Hy8Pdqv+2CzPrBNFphagKSoXcv+207Lp1YrGYqCu3gLqLYByWbW0ZxsRz0xNQXnw60gQ7OYtkvP+GImJMJa/1mYOOjrxPvVQcU2YErAmvWHXcUKSH49us6SGZ7Kvq4JK3um6JOcTSKtiu21XTyzMNOODtJhDPvyxTWexDvys4cNh2B3x5tUy7sh/sK9t1pHuRU2P89PKdukLddwzspzOI+xtVkVtGjajvV9XLUEbaWcZQ9yoXcOtPCgBAgM1TYRWNoTCnM+Zj54gjIR6TEQdZg2lKQhCZCK2MklCULvcZWnMhsoBaM3006tvJ2ACA0jLxXkk7x4vG/DIZm9YcxrB3uGFtPgoiE7vFw55TaHl/U8uxX/Jgwnde92jRVYS0M64nxHNa/AoIIhPVpU0GHlBEs2MQXndXiyAyKWFJR1S8SQY87M6E2uZvYb3vHAmqRHEKf5IBL48w0geWYAS7h6tEhip/yuSHjuiSvekqkaE6GONhz9lvwqdoTyjnNIy6JYMyuoXGSl4hJuVNC+XN8aLxENG5s4jH+3Q++l6ZeM+EtMHKCCMTeJ+PZDAA7r0NyUi1sZv2MT2JXg86OguplSgunh4Ev+cUSHGzmdF3ZkK84qegBMK4Da14n4XMokNEngm25vxJFlAnbwQlyMzzOKLCkYVXNEqcgDpXu1lANbkoytMSbJZ0ZHncd48JweoT4hXtVz0N5URRd8ivC7wqJoUsoFh7KENn1L6ztjXHsH63vSROmwzrb4pKHFUhbp5mWLvX7rys6WHlLQmiEVuA129nWLnPjnjgwwNYekeCeMjO4LpyP8XKffa1gaQR4vqbZCSHHtYGLL+WYu0OJXRO6eHd00NIm0y3Ngiw8AZg/Q5P40v5mjFLeQtKcP2twMZt/v6rjALHI7j2ToHN07qy7OZ24gHF0ltT7M4USqSis3nGw+IbhX1Hc4Ni+bEYe9MVTgHrt3tYfD3Ro48g+3rp3THak/pkKgjB6t0eFt5IpE9aqWcyyLD03kiLFCkG4/KDHhbeYMtHNOpj/cf3qhBKUk0m19/EsPB6huDyGvDMS2WitHiyH6s/sVfe6+xtxwhfXgYEcO2tFAuvt++ixsQYFn48RjJYyXvxb/4xhqXX+LbioQxXHmsi7WPyEFX+mjOCK49TLD+ohDbuZyRTgss/6GHxYSOEkgDt6QZoM59wDDm8/DjDyv3KXdD5z+1jAdbO6afViZARPpd+iJR3kmuRNycCvPyjQTUB5XzgPsWl91Fs3KaHagpCsHk6wMX3M5BAf8d9iks/TLF10g7vXD8b4tL7qHWPeRYyXPoRitZcoLt+iLxb+8pjnqWw0wbDpfcT7BytDpgW/1bvDjH/LvvQXtb0cOlHPOxNVwffSMLB2inW7g5x9a1BtcLZ796LHG796CMALOI4/n8oaJ6xUhW4yXyH3nTf+LspZj/BwCL7FODUUzHKe08VWfC3Y8z9bgOsY9OZ/nqFowov3Whh7ncGwTqpZcEf+stUK6cA0W7jxKfy7JtEj+A4+qdpeQbDHLwDz60hOjqiPaMxx9n/tildGDloG8hZBpIKTVIIF5j9I67dhiUFT68njXm5AiKpwOxnUEZJ7DuJEAIac8z9PgWLbPfI+LMxRs8TLVsnIG+hOvbbHlgntnyyE0/HEM8a9SRE4vyOB28vqSzhvK+mn0xkGKnhhvNbGY78jg9/J6mW9Tm5mb9OUJyOVaGxFmP8E30ItnSZIkLg0BMZSAbwkQGQtQ0ZASMEgtU9jP3eMIItWTe2sgW+sgp2ZAyHvuKDOqJosLaByU9NwG8l1qQ98xUBlqTWShaC49BXkjKUt9zj4sDMlwm8jsLn/XSLAKa+ButGMkEI/O0MIh+HxaHIgueTX6fwd7OKRl69vpUU4Zod0UVSgYmvMTS2bHdU/1IG9lWmhZkTIYAMGH+Soblu38rWv5SBfp2VE7JKZ/xJhr4VpW6Qk9/AYgYWM5BMaGyhCcfYNwI012vq1rGv46QJx8i3QoRblS4o+qh/kcPfzZW7egVwnGHofIhgJ8eBQHB1HWJ9E/2zd8LbI+XKqVd4VUwKRIjqarwctFuJamZQL7/AXPPPEePaQPPu3rbDXypQRRuY/mrO3TioBpU5WQguwNqpM81FORALEkr9SGIrEJJy4PI1eP4s0hHH4RggV6L63oO31yUDJwCsboJdvgZ223Ekow0QIeDv6IPNbJdWVD4gvD3lXlzFP0oTXp2TMMDfTZ3PWaRf3Vi0Ta1bMbCKvrauWlTqF2ylTl9tWWeTFgca64mm8Ir2B1uSfjLaALvrBMjXn4NIU5CUo7lSTSLx7ATooVFkTQ/hZk3agjhB31Ks8y2Xu+ZqhaOt0oRAuNxGMlq5jYr+6VvqfpGRCUSIKmy7LAwgkOlChKGoC7kanFfuJFcGq7eXwVvchNmrRFR3n5sGgL+TorFSpXIv33Ehw4wdRlOwlSLcSKxIJyIERl62Q7CJEAg3EoQb0HFyvTL6QlTyXZXzxlqCxqphGAkZxTT+nB4GX3zTtxyjbzl/qI7pTGDi2/pd8smRMdDxQTRXYjRX1IagJ3hVuI9KINU/Sxl12dzTNofM9yoHVcWtbEqB4IYPkGjVvoGNNisawdHD6nveYEjvP11NCF1Imasc1d1kTTaMAvlpaOug1n4uJ/Wx4R7rZvHc1Aa4sXlYKinViC7q6/Abq9+U9M2Jv4CiL4w9qq7tKHzEvPA5U2RNz/1tDagpXrqCeqZPdImiMkl2u+TFwNHOIeSGlkmr9NcbfHDRUGVJ5VPdOFD7yCyvaxTPjUANDVkYynfWPqYhd73T03/nAUU6VBl43YwvF9z6k0K+a28+I1wgWNwuw/k0ZcMNoRQ6LgB35xnWys10sOnT1gW7u9CWS/59BEC3UKCHQ3Zpl5m3yIwOEeoYHh1C+uBpKZw1fNhvk/lGI2jKd2rzXDTMMozJ3lRKvQwoVSH1gmNOrlo9tUGuTzRmpImTjrGR7fqmUo6q3PdogJifmNZ4sap20BNmd9RNoDDq0sM3qlK12sFrvq+jZz6vaY+zfgYNcw+vDlS5c01SNOZWPdS6WXUSN2co3fqTAlBGCKhWgrfZQXb+JXgXrlbWSvG+OGzlsOwKa7VbEr3aetRYECpO10GpDj5q45RRF8ZArz7UrSstwqMH4VEPI2kTpiiEX//ejJgplazjEJBOSBkgxlWLZdm5AtBCUou61PGz6EeXdV5kFCV2PevAkoGiqaRGPtS+UBS2NpE7SLos/RJH7QvzgFdRBcckWSoT00I3vxV2GT0ZOwRug8z16Q1YsRqOS0F2+du1uui5DsbqzvY0uCcw08DoaZyZMgHIG/GevYjg2qbdJuKokypfPW4wF/A9nxT+7b/9tyCE4Bd+4RfKZ51OBx/60IcwPj6OgYEBfOADH8DS0pKGd+XKFTz++OPo6+vD1NQU/sk/+SdIU7evuCsQmbzs0vtotUMPIB0M4R05jPV3n8H8O/OkYgpTkwEPFz/A0J6sjv0XynP5gRDX32gnt0sHfFx6nx2OKAjB8oMhFh92JMQbHcKlH/LK6BIVZ/HhEMsPqQnx5E/abODS4015r7KBc+3NIVbvCcu/tYR4pyeqO5ILHEZw7a2BTIjnYl/hAoJiwTCCq28LsHkqrHfHGcA9gmtvCbVEYGw3gdequSJQyKixS++RIcNm+RtnA1x9WyjdVGVl80SGj/vYm7YjRdbubOD6m43kZUJInPf4aE8G2koBBFi5v4Frb2norhUukPR7MmGiI8x45YEQi6+z+RkP+7j0eFCF/yoW3vKDeUI8Q2ekI03Mvysok6Spsrj0mgbW71DoFGdehodw7a2NKixXKXPl/lAmcDOegxCs3T+shUYXRsbKvY0yIqYXEFQmEtxW+rrgadrvVYdEjVXx6j0NmfxQLYvIe62jExNuOnc2ZL8ZEI36WLunX0uIV/Bt/Q49kWEBnTEfa3caCfFIRSfOowrVCbw94efJJI1xXeAY45oIGc69edpOiMeZTArouqu7PRNi941nkY3r2WlFjmMmTARkqHmRRO9GVgzf00nha1/7Gv7rf/2vuPfee7Xn/+gf/SP84R/+IX7nd34HX/rSl3D9+nW8//3vL99nWYbHH38ccRzjL//yL/E//+f/xG/8xm/gl3/5l2+4DoIQsIhj9GmGsFVt3AqfIjozDZoAwy/ZSo11Mow868HfqY6dF7N3/wLHwLztpqFRhqELDKxjnxjrWxboW7TjvEknxuBFBhrZSrW5ItBYcbiDsgwDV/QN76LT+xYFGutuBe1tJ04XR2OFIGwZZSnWp2v/pbFO4LWridIFpvXibwMsFqX7jl24AvLsyxAdI1eRgJxoMoGByxT+rk0/3BJoLtp0CRfou07hmX0ggKAl0FiGZdWRTKC5VJ+UMFwHwKtViaASJ1ytkh+W9RYyIaG/YxUl29wuLvyBvgIVKHP40DgrN2NpJ6l1DwgP2oSttilr2O5LknCkTSAL3VZrPOhY4RAgGgPigRtzQ+weFeiM27LBA6qFiRb1EBTYmeNoj1fnPgApo/EAdWZPFRRoneLYm6Dliqn41x6l2LwNzuR2W7fZdACgPUGxeZedEI97BFtnM3RGjLNERCbR27xdWCGp3KfYvCdFZ8RW8DuHGDbusCOCeECx/kAVOq/C9hGG629mSPt9A4dh/aEU0bARuk6A1hzDxp2oTfNfB9+z6KOdnR381E/9FP7bf/tv+Ff/6l+Vz7e2tvDf//t/x2/+5m/i7W9/OwDgf/yP/4E77rgDf/VXf4VHHnkEn/vc5/Dcc8/hT/7kTzA9PY37778f//Jf/kv84i/+Iv7Fv/gXCILerZZi+TT2QpVrp7CAiBDoW45LJVQCF1USvUJBKYpk4FpcLY/V9CpxpkcCoBK6IrLCWk63O5j8hp14r4x4UOtWbDbGCSa+tQeep8FWl5pqMjZTmfuLm+CN8bJeBW8mntGVshqVoibEU8ub/GaFU7SR7cbgamQJrxRTkdxOXe6K40dA4hSktWs0Pq8fh0zWZwIB+hdi9F+H5lIThIDFvEyiZ05Kg1eLPjAMgJhXyfqMfhh5Kcr7WplMuYDXznD4K3pIbhExM3ohck6U/naKY1+o9rDUfpv6htJOQoDicphvnMep7GwVFVQuYuoTDIrNLcz+X8WyFtJgYU+/hOOLU4iPjVa8KSclgZm/3EI6FGoKmXCBI38eVa6gQu5NmgqvCRc49oVYW3UV74ONGLzdKWmWdFJg7rOJNkYLsBLi5UAzgbnPJtJtSaAZb8MXY4y+oCTEK5LoJRwn/iDR2lC0d+RFmdxOGMnlWMxx/A/sHEeCEIydjzB6ASAp19jCogwnfpeAZqklC+PPRhh7wUiIB4B1OE58klih3kQITHw7gngWMENSWTvF8d/zQRM7Em3ym3q4fa9euu/ZpPChD30Ijz/+ON75zndqk8KTTz6JJEnwzne+s3x2++23Y3Z2Fk888QQeeeQRPPHEE7jnnnswPV0dWHnsscfwwQ9+EM8++yweeOABi14URYiiSiG2Wi0A8rCPp1wlyVZbQJohmxmFdcVh4Z7KMnjbke17Lr5X8OhehCx/R3cjyVCzXNPfKAREfkmOSBJ4O72F/KnCynYj0KSH7stEFQIYJ/C21QyQNfUkBKSTf8cFvJ04vyDIwQ8FyPxiNdDbEbztQOeXUj4gLRjRF4CubVaFpKlMlsd0PjuvK+UoY8pFFMNvRRYNV1tJOw9j5AJsuwMaeG489VkmqgkoTmz5MHlZPCvqJwTYTiwHtNkOlTcASFRl3KSNEBBCutkcPFTxRS7/Ikmr7/NvSJQBmUydrrrsaDtBlpdJtzu2QuCo6qzyRDkfImKD9yoYeCQTZZgo6cRSHh080PCFAIqJhHOwVlxdx+mSkQK1k4LnqdXJXgSv7vpaFYQozzaINNXHS02bgPw6TuX3nhSrEJX8JonkoQsM3tCdTmmLSj1QkzbE4EfW7k3PfE8mhU984hN46qmn8LWvfc16t7i4iCAIMDIyoj2fnp7G4uJi+Y06IRTvi3cu+NjHPoZf+ZVfsZ6Lb56HIMpeQsHcq9fkT2VgFoMja7WAp54zCnIMeqDEASDvaO024FUfakFrdQ1YW0cvUNLiGfjT5531sUCpX3rtOnB9QX9eowQLPokkhvjmc25axiBWRTO9dAW4hHo+qHxTy9jcAr6xpdOpUZ5AZfBlKyvAygpqQal/avLR8Y1rIi/xr17T5af43qEsiraJKAK+8axb+RnP1Ld8bw94+vy+PFRp8d1d4MlntfoUX/JXLjlxACC78DJqwWibhre0DCwt2zgOUGuczl+VfHT1rcnzov6djpuPXWQDQHmn8f4VVHi1vQ18/Zme8Jx64AZo3YgesOTXZZw4xjfnvU0K3/U9hfn5efzDf/gP8b/+1/9Co2HfJPW9go9+9KPY2toq/83Pz8sXhStEcYloUDwz37nwzGe9lKd+U4fnKrdXWjeL061OvdLqBer4cCNQ10c3WsZ+9e7WP/vhmL93+76XZ673N8rDG+mnv8myzHLVn+bz/fB6/b745kbHy83ifa9w9sMzeXGj4xXfg0nhySefxPLyMh588EF4ngfP8/ClL30J//E//kd4nofp6WnEcYzNzU0Nb2lpCTMzMwCAmZkZKxqp+Lv4xoQwDDE0NKT9O4ADOIADOIAbg+/6pPCOd7wD3/72t/HNb36z/PfQQw/hp37qp8rffd/HF77whRLnhRdewJUrV3Du3DkAwLlz5/Dtb38by8vVkvTzn/88hoaGcOedd363q3wAB3AAB3AAOXzX9xQGBwdx9913a8/6+/sxPj5ePv+5n/s5fOQjH8HY2BiGhobw4Q9/GOfOncMjjzwCAHj00Udx55134qd/+qfx7/7dv8Pi4iJ+6Zd+CR/60IcQhjX5eQ7gAA7gAA7gO4a/lYR4v/ZrvwZKKT7wgQ8giiI89thj+PVf//XyPWMMn/70p/HBD34Q586dQ39/P372Z38Wv/qrv3rDtOg9Z0FZWG3AAPpmTBFdAYBcWUC2uQU6OAicOJI/NDYPzUiRvUhuYgFgp09A9BmTllK+Bi9dAd/bAxsdhTg2XR99oQC5viI3pAgBu/00hF8cTuqyAckB8cIrEEkMb2YafGq0fhNM4RFd3kC6sAjieaBnT7mjj8z6JRmy8y8DPIN37Cj42GBVH7VORjnk2rJsFwA2NARR8H4/EAK4cAm80wEbH4M4Om2/N+kJAbqxIzc5KQO7/VQVY+7q66KOKQe/cFHy8dCM5KNKp67/Ll4D394G8QOQsyerqBkVMgG8ckXGx584ApLyio9zx8BHlANLdf1MCMjVJWRr66B9fcDp2dqoHBVIOy43mEv5rcNT/37lqtyIBcAmJyEOjWt1ceLkbRXnZWpw78hh8PGh7vJYtG1xDdnSMkgYgpw5oUenmTzJf0p5fAkQAt7xWfDhfve3Ki0OiBcvQkQRaH8/cOJYpR9SDnHpKujkuCxL5ePN6AEO4OI8+O6u1ANHpnvy3dDWXn6nPAG77RRE6FURciq+wQ/W2QNe2L/8v5FJ4Ytf/KL2d6PRwMc//nF8/OMfr8WZm5vDZz/72e+YdjLagPAa+yaFEoSgsdwAsAUS+IjH+5zfFFCU5bFKMfPRAZmLXkMCythuUj0LAh/YA0gjtGnl35r0wo1m/gdFOtoHHuqnXFW84m+SCXi+B5HEQLOBxNEutW1Fu4LdPASQMSRjfc7rItXTtUQI0CgDpQSCA2KgWbZrX76vN6sHgY9ktKm1ozYPEhfwgwDodECaTcRjTf2DAkXlCYAgv7uXUIJ0pImsod+J4GofzTi8lylEAoh+2Tb1ZKtwpB0BgOB6AGwDhFGk400t9YfaNq9xEgCQDgagMa/42N9EMta0cyMJaPQBIFzO71YIfMRjfRYP1bqVdHe8UmnwwT6kw6HVFldaiOBqJeekr1H2dXn+JRXaPRylPKYcjDEgTWXbauTRhHBLBq0Qxko+7ge0k4Hk5z34QB8Sl3wYxRAu4F30IKIIJAgQT/SV35CEw1/pBx/uR5JfbFS0y/OrA2d8uE9LSGfRUXRCcC0AdndBwgCxkr6+W441v4hHJRTpWH+VLbkGp6gnNw+B1sCrInV2L0BEzdWOQMlsNaUyACuNhNNSJMbPfUA9BGUl79pvIBTCW1pDvdE0ad0oTtdEYjm4FEv1UrV4qd4OAS2NcoWjT5rqc3USNg/32fTcE452GGsf3jgVVBcUKx8TCJKh0JmPqCir4EGRj0idUIRxsNBK6Oig2y3vlPWtcgjR2S7jlDzbTcDOXwa/bRbpYFD1STd5dCjortDD973kM9oX1EWPT5HcedTORUWgr3ZMuTTp9NpOlfY+Rm3xvWUEcAEC4R4rNfDqSIhHiHXNXfE7Z6S6zs54z31ansBVlTtnxB6IOajX7KkpIAocq3OofW1hiW9eDF8c+lES8lmpDxQci5aj/SZO+a6LEMm0BI73Jo6q+9SkXOpzSwHqqSbUK0cLumWfuIBAS1Ou5qwqytAJCEvRydPUxoRm5pozrPTima4ojLoVZRh80SZPK82E3lYiBFgnre7nUCYI9UY5NalaV4Wg8l8zcNQ6KH93U+4FS3wGMj4KHti5lywU4u7PrnXm3ctU67LfN2pqDCddoZdVu0Lpwai6EcVcnvpXlHtZn25oiiGjymh58VYP8KqYFOJhD5c+QMqEVkA1kBbPVYnq1JVCNObh4o8SJENG7hRCcP1NIZYespPbdSabuPjDFEm/p1moBc7qvbk1qLpYp0Zx6Yc97b5jQArf/DsCrN5j0yHNJi4/3iyT2xWdzxnBlXcFWL/Tvp4QADrHx637eTkjmH9XgM3TVeoQNc0FyVdD6uARFLjyrqBKrFZW2pA6pdo8oLjyWIDtY3oiMNrJwDc24QLOCObfmeOUNGT9vO0Y4flrVkoC7lPMvyPA7iG9PUQIbJ4KsXAu1K/jJARZg+HKu0LsTSlXW+aDcv32EIuPhNp1nCTjSBsM8+8IEY35lmJfu6uBxdc1rH5LBj1ceVdYJUlTFM7qPSFW7q1SWRSnftOhBubfHlbJDwXgvbwA/5VFrN0dlokMCRdlllQyPIRrb26WCfFUGVm5ryGTsZlACNbuHbLuIi4S4m3PGu4QF+STR9ZguPhTR7B1SncNCULQmQqt6ziJkFdrXntTA7uHqgSUBZ3toyF27lZC0fMqcp/i+hsaZb+pddueDbH02gEtIR4gkyxef0MD3KcIX1oCTXjJn63jIVYeaFjXtWYhxfXXN5xJ9Fpzeb8Z+yhZQLH4sJ4Qr+iD1mzeb8YckQUUS69plH2t9lvreGgn0QPAQ4aV+6rkh6rMbR8N0TpeJa3sdYXyqpgU/N0M41/z4O1xy08//DLH8EU76Zu/wzH6DQ+sbd/CNPySwOAVR/K0nRSjTzOwWC+PCIGhizKRHgBtUNGdNoafZ6Xlp87uQxeB/iW7biKOMXzBuAEOAOESp7li1w0A/K1OiVO5H4D+KwQDCxn8jU6tNaNankQA/df1JHr7AhdorBJ4OT8LOt5WW57a1RpY0ITEUZLbFRYP3YshOp1qIi+UCBcINwlYbCccYzHgG6QKxeTtEdBUd9EAAE0AZmYf6EQgAqBJ9Z2q4Ekmr7G0QMD53LUaLZUZJeB+hQ8C8NlppMcmkYXyovcCp1RmjCIZEFUiNGWlpSbEMyEZdK+A4xEjIZ7LW0aI9o4odzN0cx1qq6RiYVG4v4rVMAOE4uhWZTRriBKvwBGEIPOBzNxCyFfA6YCAIIBIEs2QyUIg0fePS9dQPCLAPXtVkfQTxMMOfjCC9gyvJlkFolGCzoTNROER7B7jyBr2u/YUwe4hx73wIUXr9hRpH9VWjYIQ7Bwl2D2s1LnHlcqrYk+BxhwjL+YjW+WLkInVAHtpxzoZxs5n2rtCgAfnI+fAYO0EYy8QJ87QZXdeE7KzJ6/gM58LIZOxOUAkKUbP71nXcRIhMHqhwhGEgNBK6Nn6jrYBVlhj4891EF5cgWjtgA4f111JQliRE4QLTDxtJ/6zltaK35emAtNft9sZTw0gXJ9CupgfVsz0CWDqGx2dl6TCI2N98J9+BVlU5fmhmcD016pEhqovdnA+wuA8rBUNizIc/oustHSJ/E/2wctRboXLVZMAIPqbEufLXFtVFKAmJVTB38sT4hVKWvFNT36r47TAvY09zH6OaW0vghmmv96pJjC1Lza3MPfHSkI8xZU289dR7b7OzFeqhHjlfg4XOPLnjiy2Bph7EIee6NjvBNBciqqEeEVxhIAmHEe/WCUlVPtt6HKE8OJqmeqi3PyPOY59Qed1gTPySgT6fKZdx0mEvJb32Odkv8V3HNVkdvRCDHK+WnEVwKIMc39kG2dEyOszpYtTf+e1Mxz/Q+68y2Di6aiUNQ1nL8OJP3DjTH090tpXgN9KcOJ3PZmsT+lnAJj5awVHoH7P1IBbflLY1/9ct4HTzQ9as5+g0YRhBfWyUWTgF2WUf+9zFaVLaHv9Np6dAMnGan2mVvSKwoPqnYGkKiqVZ6rChgA8RQwZrQYMMb5VaXM7XbGenx6Vgu8VhKKolc1VmSrbNvFdlvC+vnBqt6e2DcUjw3I2I4KsPiv8x6RqU0+yp14znI8ba5VaV291YjImqbIdKQeNlQyg15fgDTWloVKD0xVucl9B3ffpdcxom+1F8YWL2FTi5j4AdL65ytLowOazJmuG2KvZW2sDJG6At7f8pLCfYuwlwqRXwXG9LzYtWSe1LPu6eplllL93uUGptk4Od4X1LZFLV+Gpl4voPtL9yqjlc67ATQFVfcY2Euxv69670G9gAka+tDYjvogQENANijpLy9lXzopVms+pbJ0meH1QQy3NfKO9KFNVKCXfiwnDnFhhKy2XQVBLT1nRmBN68PIiRLtdplcXUQTaToAhc2+qwusFXP19Q5u63fAKXrkmOVETLr3feNmnaqp7ymlYdvHamn19Q2Mhh1fFnoIJPTFKee2KWjJ/rwMiBPzVPbBvvQjaqUtx665jL1D3XS/45TcmfQFLsNUJVP8OVWSDazB0uwqQOBQMoV2vOy3LFPmg7DYADVehE8x25W1SI5j2BVfZrmd1/Abqo0MMt4zppuk2saoKwopSyycb79q63W9mlxjGkyUHSn+Y5ahjLT02CXH8SHmJDZs9inh6QKeZK2HCRdne2rFayF+NDNzIyrzbvof6nYvOdxvqrqvtxodue4HFNwfRRwqkDYbVu/MdekWJCUJkZMORwGJq2idxsoBWy/VcAFuzIXYP2VdEZg0PG2dCLSwVANKRBtpvuQt7RxqWO0v0N7F5JgRnBCQV8PaSstztY8a1gYX7wPfQOtWUOIYl0ZoNEY361XOlKnxQP/Sj0omHlIiYHiyZnSMB0n5WWlFSiXZ3b+0eCsooq2Ig2hNN5bsVVMcp8ShBMuBhbyrQwogLnL3poIyyUvs17WP29Zm5HLQnA7kpqFqFAkj6PUQjPkCIHrJMJY7W13lTkn77elVArsbaE77ztrR42JPXdApofBQeRTTqybBlxXomQiAZ9OTVjeZgZ6yKtFMNVCGQDMhIt8LtIcKKH9lAoBsKouKbFrXWg3LpjPnIQv3q16zfRzLaKPkomB6+HY36yEIl+ilfzWQhg+hvat8Csg+iUd8ZBp42GOJhx21thCAa8atwc1QTSNpg1VWpJdMkTjzsVXe2K5A2mIwWUuVQkVF1vBX0soBKmXa4o9I+5lwZcp86N61BYEUuFm3iPq14U7PaccGrYlLIGhSt2zNkDaorMSDfoZeKn2gKhGLrnkTiKCAIwdYZYHu2iIur3iVDPjbusyMOeMBw/U0eWnPMcpvw0QGsvSYDDyiCV5ZAv/2yPNEaZ1i/C9ieZdaERYIAa/eS8j5dNfJj/R6BnUOKkCj1i2YGSiFRB9bqgwaOSosQKzUD9wmWHxHYOeSVZXV3m8goicW3ZNidycPtckvQVILF90TIaI/Ft2TYOWwr2NZxD4uvJ4BxtWMWUCy8PcPutHGfLgE2zvhYPEcg1JBDSpA1KK6/O8XelA+SCoQvLYPtJpKfd3pYeCOxrjRMBhgWHo/RHq/oF5Evy6/xcP1N1Oq3eNjD8o9E6IzpdROEYPFhhsVHmLVpGU/0Y/lHO/Yd3pTg2psZll/j266W8VFcfX9aTfQ5vwUhuPp2ipUH/NI44aMDkv+U4eo7mtX9wPk44Yzgyg9QrN7rV3JrKhfFfQRIBXbt3Rybp+0Qzu1jIchAHuKjuEl4QHH1BzNsz1Y4RR3Xz/pYfmSsakvOnyykuPYjCVrHfO0dEQLrd/i48pin3bcsCEHWlDg7h31LZlfv9TH/Lqbf0SyArEmxN8HK6DQVlh/0Mf+obRClfQxXfyLB3rRvGUBLDwW49lbPko9kiOHKT2ToTNh3vC+cC3Dtrb61go6HA1z+cY5otBqLJc7rA1x/g23w7ge3/J4CAISbCY5/kpQbMqqFMPPV6ppM1RXRWEtw4reJfgVf7t8+8sXY3lQF0Fjp4PinQjtUVAgc/VM3Dru+huOfPAwWc2SHxkCHBwAh4D39Cs4sTSKaHbX9pe02jn+mY52sJFxg9nMpwN2+xMYra4iPjdo4/zcDTXjpg66LPirKpInA7Gc4aH77VrVErZkYCMAijrlPUbAoLp8pRKzvAXkN4tynGGisR4gRLjB6PsLwy1S7AQwAvE6Guf9T4aj+6fHnYoy+SECU6BKR1+3Ypxj87Rgk4xB7e6DxELJ+HxNPJ+AekXlvlHr62xmOftKD30oqhZi7Paa/mkB4Nv/DjQQzvxsi2Er19giBQ09UUUkqBKu7mPq9YYSbKdSNc8IFDn8lA00UV0PRrrUNHP6DCfg7qdzLCqtrWw9/WYDGqd1nPMOhv4iqkNmcbzQTOPQlwOukpeVuTQqqu0PIUOljn/HAHDd9Dc5HEDv69atECHg7CeY+qV8rWazQRy8kaM5vW650FnEc/gMf/rZxFaUAxp5PMHYe1a2DeXmsLXGCVoVT8Gb82RT8AtFwACBYjzH5hW+DDPQjvntOjxp7OkUW6BM5hIC3l2HqsyEaa8YYATDxbCplSnWtEgJvJ8Pk50MEW3p7iBAYfyaDoLCu8PR3Ukz9WQNBzgPVzTf2nBHm3iPc8pNCYb2pE4Lpl3XOpALWnawF0Eyx9o00F+aEUCrSVFQ+Vm2pwMsL45OhEGQwAOECdHIc2VBTF5wiMoELkIRDhLZ1Xyh3F7giaAAZslsMwF72W4gQ8Or2RxQwl+deuwrx1aIpulgyBY5Ku1BWTJ0Qig1ZLgekfIZSkREIkESAGvqD5O7EoCWVLg8ZEmXg05iDRaJ0H5XGMhdSuRc+cGUFWNbZUp5AsJmW36py4O/obSl/zQQaa/b9uwAq+iYkKZorMdheCvLtF0HPnijz/oQbSa2LMFjrIB0JtcgjQQiaK4nFz1rI3xcTH6CvYmic6WdLkH9/aQV+u63xHqhkje7sWZMCETW8IdI4cO3huXAKWfR3U0ckEcAbDOz2kzJHFoE2PvydFL7aFkDKChdluLsJKm9KEPIO6PIecfUVIWisK32gAE2y6v53A5orjvvne4Bb331kbESVg9fcnHHNC0QXTg1MH50QoPPLIIl+OKvXTU8z5DKaG0MyvP/Nda5NxBvZZCvrKLrgKdZHt/q7yrU2ceHqj+6uJ7V8V3uLOlbuqMoYKPYgtPKsfQz5r8DhHrX7zzinoa4OrE3cLpvU5f6Usm/RFZTJxmoHUMkhQXV4rTjA1fBATs4iHWpYsl7LR9j9ZrXH4T4qeU3khfThpbXqQKYZfWYRBNLDY+Czh8DZd66SbjbyyAUkdxklow1kTbcNvZ9hU194j58pBpQrYKBnGj2qhFt+UjA3YssBqY6RmiiOrlEPDuCbW2AdhxWwT5mu0DPtW3MCU+qgWdwuMHvY1IfKfkR9pRV3EnErPGnB1xei4qkKfl8oLP1cUZUKpsvE1FPkSomDUh7K7wt62irNUTVjsrQi00zS5uQKWD7iXsCa6ABJq3AfFStKjyCeHihdWU4jR+0D1z6mg4dWvxn8plEKvroOGuVjgVRl6YVXE0k6ECAdDp1GxI2C2S83CyKO4T93GcHSzv70vkNaGt2aCbs3eSbO32+El7f8pACgjEZQ/y43M30K7kgLDZJHPRDdCgJkHh8riR0hwJ2nEY3nKX4NtxT3aTWQVVRKy7TUpiAUSfTMJSuhBMKzoydUnLIsa81t/CmExOliOboE3kru103ocl4XOIWC6ibg6ka4Ztkqfm13Uj4gmN9AeGm1eqQcCDJxiKieq5NK2cbiuUORu1ZotZuxjvZZbjQBsHaqn0ch9iZ3GTmk9pnaFUKfOLspGS3kNXeL7jdZO/tNQcn6faT3n0Y6uM8mZzHJFxO9+WkP82Wd9dxNnrutOrWJkzGQ4SHwPjuK6abAMhIc9eq2YkeNzCllmavwnow+A14Vk0I05uHyjwnEw17F8FypXHuLj4XX24mm2pMBLv8kRzJYJZ0rFNv8230svdaREO9wHy59gOQhaooFSQmuvs3Hyv35IR2lv7PD47j4flqGCQKVAp1/NMDaXaElvKTZxKXHG2X0UQGCElx5LMDGbYHTmu6cmHAmxLvybh9bp+wQWwAy+kilzeUkcvndAbaP9TZYBCXIAorLP+hj95CMYqnONsBeYeQDIwuopHM0rKKV8vLWz4aYf0dYxrwXdctChqW3HUI2Oqg0Qpa5cTbA9TeFEFp0iUAWyrq1J31rgli7M8TCG0IrAittMlx5LKhChhXWrd0VYvlBO+lcMuzj8rvDMuxR5ffqfTKUmD79Eqiy2kxGm7jyaIC0Tw/vFJRg+aEQ63dIOoKQyn3EOZbvbyJTEuIVfFh+sIHNUwpOqTQIVl4zjKzBtIlKUIKl1zbQmuuSEI8aRpNPceXRBlqzobVCaU8rCfHyOoFInKtvC8uEeCpOay7E9n323exZQHHtLaGM1jHcjK3jAZYe6XcmxLv2lhCdcV9TvoIQbJwJsfiwkhCPMUSzY4gmmph/e+hMiLd5OsTyAw1LhtMGw7U3y4R4qmIWhGDzVIi1O23XcBZSLJyrEuIVIAjB5ukQG7eF1hjNmh6WHmpYYdsAsHkyROv4jU9ot/xGMyAjRSa+7MPf1SMOIICxZwRoavsGgq0UY18JwDpGlAIXGHsWVtI7APC3Eox/rQnWMTaYBDByHvDb3BpQdHMXo98c0KNl8p/DLwBhK7MGlohjjD9jb2oTLjByHmhs5vsalGjRCsF6G9FE08ABhl8kaK4pdSNwuoKqDUhg6BVoCfG6HjYTAjQF+ucp/L1Mw+lmEdFUYPAywdjTGyB7EeIjI2U7G5tCxrmrqbYJACEQjRLsHh9AuJlo74KWTBKn0vRWtsH2GgjXRsDyFAz6RqIjjQQACMBvycR7qkIiEPA6AkQ43Gwc8NqOE96Qiffa4xQDZ+bAG15prRGubI4Lg2cczhUanRhDZ0JAvFjhEcgT2tyDnnhOqUeZKM9Y7WQBwBnKFZoLtPZwAa9NwKzki8KI5quCAwCApBVvypTpQsooMfaMq1VyfT1E3cKXCusdETKxnnUWgchyeOBuexYQZI6ks4IRJEPcOktEhEDST5D22eUJj6AzycEDAuzq7YxG8r4j9iS3d4Rj9EUCdFD1NSFoT8mEl0OXbmy1QESvWZL+jkGr1cLw8DDeefzn4VHjOk4XCAG+sga+uwvaaIDOTLm/N32xnQjpwiIAwDtyGAhsa8IF2fXF8so/OqUkL1PLN2iJtQ1krRZAiKRlxOjboZ0E4BzZtQWINAUbGQYZHXG3yXSRbG0j29gAKIN37LB8v98eQJohvXoNEAJsYhxksOYaSZN80S4AtK9P8qOojxDIFpdBggB0YswqL7u2CJHEoIOD1XtHe9SrCcX2Tnn9J6iMS2dHZtz1K8riHOn8dYBnYKOjIMOD9fKhug0XlsA7HRDPAztySFqh6jcuuVT5ODkJMtBnf+fA46vr8urPMAQ7bFjWdfyPE6TXrgMAvEMzQCN0f6s+SzOk1xYALjU1GxoCGR91t8XsA5WP42MgQ4OwwFGO2NhEtrml89EFKq7Kx+kpkL6m/p2LH0Igu3odIk0lHw9NV7Kv7XcYdVT1QMFHE0flAyDH5sKSrgf2wxECYmcP2cpKqQdEI3BHFqoyBiCN9/AnV/8ztra2MDQ05OKeRLvVJ4W34n3wSG+K+gAO4AAO4FaFVCT4Ij6176Rwy7uPaF8TlBh+Nc7BOx2AMtBGtfbjnUhaP4SANo1k7DUgsgwiylPUhqF+GrIL8HZbzuBGHdwfc/CoOGQn53DasC8D6YorBIjngQRB+bwbvohjiDS9cVodmf6Y+AGIuZKpQyv4DvTGD5Ve3rYbwRNJKu+sxk22TeXjfjhxUraN9tXcR1xEDSl7At8RH/8m5Rc3wA/gpttWyiMhoGH4vZNHVaa+3/RAQetm5BcAzTrSxbQP3PKTQvrgGYAqNz0RmQbZe/4KyOgw4iOj5bf++avIVlbARkaQ3H1cL6jgu7FK81odiG89jyL6KB0IdBzu+B2A/62XkbVa8KYmEJ85bG/5K3cY0HYK8q0LQJbJgUEZ+P23gZuH19S6FSlPUgH25HnwTgfs6GHEc+PwtiLQtRaS2Yky8smkG8xvIH3lEkgYInvgLIQr70qWL6HzttEoBXnqeYg0BT1xDMkhaY2UUTbqvQz57yQV8M5fQba2DgBgYyNI7pitaJjLdAWfcAH29Mvg29vwDk0jPjmt46hV5iiVmL+yg+yFl0A8T+OjFRFVnu6Vm9z0yfMQUQR27Aji2TG7bxV63lYEuroFsrODbHMLtNFA+uBter0K/qltpACNMuCrzwI8Az09h2RCuuHK/RCTjzkELy0gXVgEGxxEct8pu25Kewp6bC8GnnpOtvH2k0iHGhWtTGjfqvT95y5XfTYzjfjElFZ/ttVGMt5fbdDntEnKQb/+vHT5HT+K5PCw3g6zz/K/g0urSC/PgzabyB64Te45mHw3ymB7KfDkc5KPt51AMtFn8czkD+EC7BsXwPf2wIaHkNxzUq+X0c9FWd52BPHN52Qb7ziFdDC08Rz0/G+/gmxzS+qBs4ftaEFDb4AC/sousucuAJRB3HNGHqpzjROjLL67AzyJfeGWnxQEJUgGPWzc5mPsfAIWZRAeQ3LXHIRHsXk6BE2AoStRdV8BJUiGPGyc8TH2fFyeOBZEXlqzeSqE1xYYuB5rqYezoQCr9zQxeiEuN4GLcMKtEwGCXYG+pfyUYRHWONiPtbsaGHkpBs2Uy9gZQet4gLDF0Vgj8G8/CXH+FSBNQXwPG7f1Y+BarIVbgkk6zQ0uT64CUjhyS4IP94N7FEg5RLstN9A8itZcgOZ6Br+VlZfyaMnKPKpttgpKsH0sQHM1g7cnN8JBAcFZtZfFdBxOKXbmAjTXUnniuNxJFVaqCqEkf9s97KOxnslTwvlGpyAEyShD0kcx+u2iz2Ror6AyWV9zJdVPXVMgHvaRBRTD69X1a8Vhtd0ZH83VtOxrQG7YRaM+uEfQXIqrE805zv+fvT8Psuyo8sPxT+bd3qt937q6q1utVmvfUSMhhAAhAQMjGBaLkb8mwgTEb2x+/uGJ8MQQMWB7PDPEYHsCg+0hiAkvYzMezwwglhkEQjKIRUhISGhfUO9VXfvyXr3lbpm/P/Jm3sy8972qlvUdj1udERVV9d49NzNPZp5z8uTJz2mNe6isJ+IWuczzzbnCKfJOtYzwUu5RtMZ9VNZiMW7yMJUIkDbCOLx6CkIZKCXgDOC+i+Z0oGi4plSiQRc0ym5wk3yc4XtoTfoINsQNXSXMqUbTSsEJgaNZmclQxQy3JYIL0YALJxQJakrvqRCixsxba4KcWRMRSVP9+eG0jDLyXTieqyzdPLsaQXvUhV9ncELzRnpSceAO5inR5DhzQtCecOHXUjFuFOqQPOlxkFRdSBNNjyoLx1z49TQP1MhYkPQ5YC5Br4oWouBZiHc47MLfSoyMcgCQ9Aq8KqelBaS4FMyniAZcdVNeT3aV9DgARTZuOf+ZSxH3OfC2U6GQJZ9JDnrntlPzzMqjiAa9fB2qRgBpb4ZGm/GzDCa9rLwmQlLTgKJ+QWqkIeTZvYHGDEFrsnhgmFQp6odSA4FRRlHU9wON6SLron4Pm5clxr0HGf5aOwRsz9DCokqHe7FxVarCS/XwwY1LoIDq4pEqnLFR8ZXvY+NiFNtGgY3LOLantB2E1sxotAfMo4jHexBftk/wwCFYu46hMekUImIAqBzNemEexcrrUzQmTSTSTtEegBiD5TckaI675t0Pj4IMDxae50SApC3dzBS4nX4JauuAi+UbkB+2y8O0qoOV20I0J4uAYxsXuVg6AtOiyhbc8h0R2qOuiniRbVi7xMXSDRmIoMafuN/BmdsThEOuel7yb+VKFyfeUUF0xX4j8CAc9nDmVyIBVCfryZTc0usoVq4q2mjhZC+W3tNG3G/zmmDhjRTL13rFOyPjIzhzZ5SD2yEXiqffTLF2uWe0F4AAxHtzDoin33s5fTvB2qXauRyxeKjd56BrNZDeKl78Zxdg46JA9U/+3t7jmwe+EHxIA4qFdyaoz5oAgwCwecjD6nX5jl72Ja1QLN4ZYXuP3TZg7VIPp9/iFtw4aZVi8X0htqct4D0Ay1d7OP02YtIQMdbL72+jOVkE0Vu6wcPpt9LCoXw04GLlQ00BsmhERBGcucnF6VtLxnrIxeKH2miPegUjbOEWF/NvyteOohkJsPDrkQGIJ/kzf4uLMzd6BZqdyjm/UwAEIN6Br1sAVBATf+bHoSEIZKmsxTjw1XKa2f8VldJUl1o48BW/iJnEgdnvCUA8+/6AO7+GA1+bKQ0v3XdfrEJK9Th03mph7jttMIcaLg+acszdmxRAsxQfTq4j3DeirE1ORBrEuW8ANLFuYsv4bc6Fm0ObpE6YYv89DmgcWeF2pdVmNBYgHjShZEdOSOM/Yth/DwWNcxrZ39GnQow8S4qAeM0U+/6nAxoWcWfGn4jEpUMrIsZrJBlNnGd1y8JLJx+LChcVOSXwain2fc2B04rzMFEuvpt8tBynprIWYfZrHrxaYnwn5mFmUVpCJ1jcxvRfDcKrm8BqhHPs+T4DYWlRmS+vYearI+IinM5WxjH7AAONtbBg2Q6WYubBYppZwoCZBwC3FRuXJcvybQBAdOEkOCHY8wMGJyzmRO8/WQTEAzJQwnscuI3IrAfIAPFqSLX3gAFOm2HmK74KNdfpRp+JQZ7iBrgdJwROi2HqKwG8bRN4DwAmnojBni4C4nnbKca/WkFQglk08VhmBFr88GsJRr7ai8pqEZtp8rE0D7nVSrCZYOSbPQL8UCuEc0z+jAlAPLuerRgj364WAPE4IRh/goMwDYq+0JLycs4rBeOWqtzKakUJfYICNn/H1HgajV26guiVFcY6g+hZnyuXE+MgEQOqxd0K1bCXlP85O8gkafFuBQDDZbKbwglRIHr6Z92u+hNuAdVJa9zOw0DMHZOju4AyK5BDABySMr5lgHjGvY7sbxozEfNvhxZywG2kxnZdKVpJA5iAeJwrQa1cIJlycNrleXYlIJ7Bg6xOt6EJCl1npRyBDoam0eggeoYlGCeorEbF8yIIYaU/TzQbxdsQgHjye3m5q7KWI8GWXYrUi+SFAfCHvN00NtFmpfIlPAclNG5nEwInTEEarfxDeR7FuXEXxbh/0k6LSjHb6StwOau4zbQ4blys9+pKrNqlywPVT8vQICxzFcNUVoTzHBCvRBb1LZSD6Cl3sFVIwlTOeFtOVZej0s93Kue8+6hr5i+rqMlqYSEZUASwFqAul6zJbls8r6SYdemNKm+b3WYAZnSC1S/7yn/pNlP/LrNmDb7yznw2hLN+CSwT8AXecOuCn/RHy3817KPytpoCTf87l+j6C0mhDr3dZTyxjQLdepe/FYic1b/882K7FdRDwWef96usTepvHRJc293ovLAFVCmESdm77X7b85J3aVe2g5JujfyFJWk0CzAkJfOKFtu221IwZHZNiLNezwVeFx7oTlf4v1O12XyyL8l1xJzaoZzzSsFYgF3mgDEQO4CUdWWyXDc7IUN2aUNhcDvUWfZcoZTc0NTbKoWlnLid3mMIBJ7TF97ZpegT1RAgu1gwOuqp/L/0/fbi0OE01MuK1qD60xoDnSf2lR4l5LL3G0JX8cv0NecN03YYmsLtVjot9MK4lWT7Us/pmEkccNbqnXd4PK+zcMBs05B8zpfOY1aihEoMml0LT22cdyXcO4D9Fcou8h/vppRZ56VGpXp5Zx7o54y76msng2mXzT/3lQLE4kt6ihnMAAF6xzxaarHoIHq6NZzqgHg6BwlBWnEKC4gTIuqxQfQAwHEU8J5dDBA9vRoqDmgL/SQCY6gTIB7vAEvMfNpdKNmKiQBMiwApCAxATXIdgdY+GO/oitAsYz2hiSEEyixq2TbHsljlQahDSvmpC2gl1HRBb2VDK7BHAy1UFrlTws+s3bY1rfplHxhrz8jfhvXdyYLssjtW/WTCPcmWc+BAFcZcYgB03Z1ZQI+6YlCldHdkKo+y1JW7KZ3mUacdfVfLu9NFaWvMCu/oslPvNqb5BzsbmvZ7zQqLfxfq2CUi77mvFDjQHvNw8u+liAdKojFudbF4gwhc088UWhMeTn4ozVMaSkFFCU7d7mLpdVkcsjbZmjNVHH8/R2r7+glw8u0OVq4pgujF+8Zw/ANcpf2U3zOH4MQ7XaxdVrzQIgHxbHA77hKceLfTERAv2jusUoVKwZr6FMff5WDrAr9UyOqAeLJtaeDg2Psc1OZ8S1CXWMUZ35KKg+PvdrA9kwUJSiVLAHRRVsff7aE+GxQWxvrhAKffbALiAaKeE+/y0JrwCspq7bKgCIgHESJ44h2eyJ+sW3hEANWdeb0AxNPnR9zr4sQ7vTwXslZWrwyweENQTJ045OHE230jKggQc2rxSJADJmolHusRgHiVImDi4pEAa5dUCuNGRodx8o7AoNHr2bxQjAHzKHBhdieEEKxeMyDmlD6MDsGZGyvY2t8FEE9HoSUEzKM4dbuP+t5A1SvXW3Omkl/i09qW+hSn3uYrQDx9/m4eDLB13bTVSTEPT94RoDlpzl1OBGDiwi1FQLyk4uDk2320xos0a5dUsHBTtXAZLKk6OHW7j3DYM3ZBnBCsXV7B8rVFcLukx8Gp20Tuc3u3v35JINY1KdKcvrVSmid67dIK1i8uyo+k18XCTZVCnmbCOdYvDrBxSB+33W0VzvmDZkCA241/L4C7HRV8zOOPc9As+kV3DwSbKUb/V6CiIdTi4sDY48hj4LX5E6xFGPtxERCPMI6xnxN4diwxBCDbyMOToJEVycOAkScJgq1i9igeRRh7nOcpNKXbJOEYeZyius6UQNTf6a01wcdFvLc6SE04Rp6iqK4xY8KrunThnhUaMww9HaC6kR/k2eBqRnsJgRMxDLzowd9OVJtVQpWSwz0AIAnDwC89BPWksIArGww0ITAA8SAO9PuOU5FFS/Ile2FlncEJzXScAEBSoLpI4URZXL+WVMbf5HDaAFjOCwk0WFmlRmpLyT+vzuG2UDhnEYfGOUihqosDXgNwWxLBV3MlJBxeo9y14ISAE2tWuRRmnMNp54pcp6Gp6K+yJj1H29UJWknj1qPsjkrQeWem90/Sphz+BoHb1tJBckFPYw6kxTlNUg5vi5jBFbJbKUT2O7twDqcpLqPa/nsaC/4U2wjQqDg2gFgLNC7Z4QAKfNB223GCIoge5K4dpTvTNIACJdQLcwnifqa+k+PACUHcD5C06JJiHkU4xsA8ArRMmnAYcOz+7KKc+0qBiHC3/lOhmph66VkuP+132ikGj+fpI9XrOEfffFT4XNAkGDwWFgQY4bxjyjyy3cTwiyWhgJxj8GjxcwDgcYL+4y1xE1e6IzIFMHgsKt++A6D1FsioBrWQWetDL5XXkz8nGKcsnpRj9Nn8vnx+QFr+EsI5wIDRZ8LcvaKjfZb4pwEh4EefaYMTEe3EPKr62XsmQt8CzxWKVHIxw/gv2vlYyyZxiHGzZQEXl7ImH82jj/SFZ48nIHjmNRNMPZyqdytaxjF0tHyuefUE0z9NC8+DAGNPtUvdGe5mCzM/ojnPtCi6icfLMQv4+ib2/GAsd9nIOcKByZ+JepTi0851Rh+vIRkMFB09sQTiUMz8yDXdeCkvhAIr3mQKYOqRtsmD7J2V1SiHbNEKTTmmf9rOL+iRfO0MnAgRHFuFqpGJHUyw2sL+r26Lm8oWr4eOhnBaCbgl/GnEsPd+Ub+uMAnnGH4pGzfdaOAivere75VH7o093Vb8y2k4vEaCuW+XhAsDGH8izwufM47AryXY/y2zTbKNk4/kbdYNUX8zwv5vuqU00w/lfD4bd9y57z4CjInZjTl2SKr6/GwOtCx/3q6iHTq1q1t7NYGn+7LLDkjtop8DlJ4HFOoyHyizfnbym5bBZO/ET/k9jRncp47Cn9/sfOim+Xn1PhXOPAjMBSxpaH7eUH5IZ7phjLSR1jjkD6IgLPTn7agiNaY2TWahyp3FbnzvNp8kvVQI+QG8VhfN+cAdguTQDKILpwvzg8YpWEtTSDrfpI4mpHhGYvfNKur8JlMgnYwbQChTZ7UGsrRWOs8Nv38ZX6y/y9ZrJ7rdlk7tUvNEb57lYrLbY2QStK/1WHwqkwFnE4X52lAKWukmmIzokjIZbdEWBr1kYOyy0yImCYd/akPltzXodGFc8vrdRlMYk6XLwsvrKk7UnQSn3h5DWFvf0TAFb7UMukLkkUOAvdNIR/vyxd6p//oW39ruq4PSDsJCnXHodatDVPNMQedB4SDYsgALf+uCU59/pYaBWYeeqcw4pLYVNykJMdZ3TqRkvjCNh4yDBQ6Yb95w5oQgrbqgAxosOtPaYilI5ToqG69mG/5yQ42LPm76zsQuElIj2j+G+OLZQmRaJ7rCe0qePxuL2uxMuYFSeGyHdpWtsZ0MN9tF+L9b/l9RCvPz8/j7f//vY3R0FNVqFVdccQUeffRR9T3nHJ/+9KcxPT2NarWK2267DS+99JLxjvX1ddx9990YGBjA0NAQPvKRj2B7u3uu1G6lsHCzok9Ek6DzOzpX0nkByLp2Gjwap+BnluE0IqN9wkIoa1SHpnSamLtQJt0EpxR6+kGgekeX3YIuIHTB4760oIDV7Hbq1m441YekR4NnyIRaJ+R3XcDrAl/U3YWP9m+tD4VLVyXW+G5876WCE50Fhn7Goej1MbCVn9ZnY4eQzYmuVmM2LnbUURk/VKG5H1t9p9MYyiinTeYXkD77IvylutmmHfinBDgl6oKevlveyepX/bR3Chwd0QB2LDsZjLssZTuZbt4GQ/Hq39vjdRa67lVXChsbG3jDG94Az/Pw7W9/G88++yz+7b/9txgeHlbPfPazn8XnP/95fPGLX8TDDz+M3t5e3HHHHWi38y3p3XffjWeeeQb33XcfvvWtb+HBBx/Exz72sVfUprhXRAulgWMsQk4J1i8ORKpBi2lxn4vlaysixNOy5jYuCrC9pwgVnFY9rFydp8nUFdHGRQEaUxmNbvAP9WP18ooKV02rLpJrDiEaqWL9cCCiJKxCfQ8bF/cIGmLWs35YpHUsU0Csv1rI98upSEMoQdzyLzpvo7kjaOJ+DYulyxogXKTw3LwwEABicpISgM1Ngvb2Gs8rFwYl2DoQiFSUei5fCByh+mxgWO+cEDCXYGt/gLinmNKwPeKhMW3xk4s83fV9gQrn1S3eaMjN0j1avPQItmd8kVkrNcNlw2EP4YhXmFPMo4rGWMQcaI94WqSb1ifPQWsiTzep8zkc8kSkSqYklC/c99Aa97VdTvaLcURDbiH6SZZ0QIvI0doeDntGas9OSkVHAGjM5FFW+vpJA2piC3EOst0SkUmTvgoD1+du3OuCDek7k4w0o9Gj8OS8j3tdtMeKUUGcEDQnfGONSoUe97kIR4u5VzglaI37pSHlcZ+bj5vWJ04J2qOeotF5kPQ4IuWmvVFzxNwpc88mPU7puHEqAAsLOysiIq2kzDub8qorhT/8wz/E3r178Z//83/GDTfcgAMHDuD222/HwYMCypdzjs997nP4nd/5Hdx555248sor8ad/+qdYWFjAPffcAwB47rnncO+99+JP/uRPcOTIEdx88834whe+gD//8z/HwsLC2TWIizSDrSlmANXJ79pjBOFw2SBQbM+l4C4paOzGHpE6EYABR+z/8gzCYah69AGq7wfakkYbo3SwitrFJvCeAOsDahdyNMdKhsjzUD8AA5kTALhLsHWY520DjBFOBqsFHjCXYONyhtawU2p12jmaASHc1q9N0RxzSpVPRqgWGycC3G7tSIzWiGtsjZN+H3R81CTN3pcGFKtHEjTHTEA8AKjNOVi9BmaOZs7BAorVm2O0R2QIR/aLEmxe6GD1KlIISU0DiuVbYgFuZ02F9YsdrFxNwF1qKKCkx8HSm1JEQ26h/2uXOFi9oriAwxEXS29JkPTmbSOZAFm+nmL9EgmUl7+vPdmDxbfHgobnPOAOwcIbCdYvdYuW4PgI5t+ZmkKZCJr5twDrl2Q7roTDmV+FxPNfuKmKpOKY6LYexek7ONYv8TpCxagdbPY58ykW35KgvlfLRZ090pjJAfGc8XE4hy9EtH9c5Ce+I8b2jAYWmNFsXuhi9ZrBAj/TgGLpV0I0pooGwPqlLuZv1RSQRELtcbD8qyEak0Xhv3K1i9NvpgUQvWjAxer7mmiNF2kWX+9g4WansEbCYRfrdzWEcQAYRsPCG11BY5Vw2MXy32uJeWj1Z/4WFwtvKMYFtScCnPl7USE0mhOChTe5WHqdV7p76FZe9eijb3zjG7jjjjvwgQ98AD/4wQ+wZ88e/KN/9I/w0Y9+FABw7NgxLC4u4rbbblM0g4ODOHLkCB566CHcddddeOihhzA0NITrr79ePXPbbbeBUoqHH34Y733vewv1hmGIUItqqGXpHQGgsh6LU/0ScLvpn4RFZjGO6nJkgOjpW9I9P9CiWHQEiTjGvu82DStEWlaz90cgrOj/c0+tYv/XpnNspGzR0ZRj7ttxcVsIgLda2PvdFpjvGO+jMcPcX8citFD1BcqC9Oc3wOdGjLY5IcP+b3AQjvIDZG0yS2HuhCn2f02EcBaifHJCw4XjtlLs/8sM3M4WLCWpBAkXGEJz91A4UVTg2+hTIUafIUZ4IycC8GzuryicUAC4EeQuq4nHQiHc9egSQuBtJ5j7qgMn1PidHcZOPBZB5OAwJ4m/lYi2tZOCO3LqZxE4MccMACqrMeb+yoHbLgHEezABkXzRqqqc2cbs1wYEnpNuDXJg7/0piB7eKUNSl9ew72vDCmtKd9ft/Q4HSWI1RrydrRmWYuZHLTCfGgKMxgyz33HgtmL4J9fBPRfRTFFAyzEVcyrFvntcOJGZI5sTgoET7RwQb6gf0fQACOdw2yn2fdWF24yM5wnnGHkuQvXklgLEk2CObivF7F94ikY/xB37RQSaaIB42ZB7jQQzf+nBq5vuWQCYeCwW77ZCZv2tBON/UYW/FRv1AMDUQ2lx7hMCfzPB8F/05bhV8ivOBY1dCEGwkWD0az3wt2KjDsI5pn7KSg2wYC3G2Lcqqm16PRM/Y1ZO7GK1ZeVV3ykcPXoUf/zHf4xDhw7hO9/5Dn7jN34D/+Sf/BP81//6XwEAi4sij+nk5KRBNzk5qb5bXFzExMSE8b3ruhgZGVHP2OUzn/kMBgcH1c/evXvFF9rWubSUfUxNzWpEDGR+x4J1TAjY/umCQlBfsw5nCoyBJuUDp7tLDL8iy7fw9oEUtdpGEgYuhW6pRS8UkB7d0G27Kb9zIqYEQcezFlKk0c8D8g5Z9Wk7FredKn7r9dCE57j7dttCDRmS5BEtNC3SyOK2LDC07E8nZKU0UmkpVxPPXUFuI0HPM2fgblv3VRKm8hgYh6M8A3DT8whImlQAxRnRJ5mAdxs5jTEGcQK/Fhs8kMXbzvJMcID5DtgFM8rKdbZzY0dHfg02YwFM2Gmc7TMPCHA5HZxRrYfUPAcKTq7Df/GMCPPdzu+J6G12QgbSMsNYZd8kjf6ZpHGaVp6OrB0iL0JxjrvtVAAjlpTKeqwErD4XvUZSBP+DmGvVlcgQypLGryUKmDD/koOmAkTPXsOAGAO/BKWVxil6z0Sl/amsC5r/4+4jxhiuvfZa/MEf/AGuueYafOxjH8NHP/pRfPGLX3y1qzLKJz/5SWxtbamfU6dOqe+6RXh0E4KlB4C7OUi0aUr+N7/U2rbb8ZNuHl5sp9Ffl5amITSE5i4O0O0dk2x3Z4VghYh26Uc5vfl9YQvcqVpDEWsHrTu1o6xpmvDu9oxsj34WwdvtAoqrhLkgnCtFp9OUV6DtIKXiIchDUzMFQRg3AfF2GFcl9K3bu0SvL+uXLOG+kfJdgiWQbHeWOvQuEVysrwI+0JfzmWs0mvvVJCrrkPW7pOv6YXSnUrZOd/XZWQje0rHZ5dzcaQ53/P4s9MKr7j6anp7GpZdeanx2ySWX4Ctf+QoAYGpqCgCwtLSE6en86vrS0hKuvvpq9czy8rLxjiRJsL6+rujtEgQBgqAIE+Cf3oTriJBHJRzK8IQYB8u2tbzRRHBy3cCJKaMjjANhJC7VcA5ncQN0szxXrbSAFH5SFufNthvwT23kt1u1+mRR8fP1evYBg7ewXoB40J9X7+AcaZRtrzdrCE4Q4zm7f+rvmqiLxwn8+Q0h5LX+l+680hSJ3HqvbCCI4l3FR8u6AIA3W6W8t/snv0szlyGv1RGc8Er7ZdOhno1zmsKbXwd3He0mM1EL3BiTlCGVOSc2thBo46nXp/7u7wOtN8GbYu7xJIF/el3gT2l1lBWSaHxc20TQCgv8L9Bo85eFIYITawaNPf/U31GMRO6wljfgbPkGH8roAIBr9xR4vY7ghFv6/sJYMIYkzvlI035wSuCf2ii002j75pZ4bxTBP72+OyGapkiyG+90dQNBs232XSvGOGduL94Sc9H4vtM6lXIA6CoH9EIYFzmakcuB3RSy3RR6kTO4ZzbgZEZfGe/0upK4WXxZSXnVlcIb3vAGvPDCC8ZnL774Iubm5gAABw4cwNTUFO6//36lBGq1Gh5++GH8xm/8BgDgxhtvxObmJh577DFcd911AIAHHngAjDEcOXLkrNqTHj0BQooHRN0Ka7fBjh4/KxoASE7PnzUNq9eBen3nB/XCOZITp3Z+zirpxgawsbuJpwpLkRw7cfZ1rawAKytnTceazVfE+7RWA7RzpF0VzpEcP3n2da2tA2VhtN2qSpJXxsel5Z0fsusKw1dUVzJ/lkEcWUk3t4BMaJ8V3eoasLp2VjSvlI/J4tJZ05xrciDh5TkZ7PKqK4V/+k//KW666Sb8wR/8AT74wQ/ikUcewZe+9CV86UtfAgAQQvCJT3wCv/d7v4dDhw7hwIED+NSnPoWZmRm85z3vASB2Fm9/+9uV2ymOY3z84x/HXXfdhZmZmVe7yefL+XK+nC/nS1ZedaXwute9Dl/72tfwyU9+Er/7u7+LAwcO4HOf+xzuvvtu9cxv/dZvodFo4GMf+xg2Nzdx8803495770WlkscVf/nLX8bHP/5xvPWtbwWlFO973/vw+c9//tVu7vlyvpwv58v5ohXCO10J/b+81Go1DA4O4lbcCfcs3Ufny/lyvpwv51pJeIzv4+vY2trCwMBAx+fOeZRU4rogZHfd5GmaHzK6u6RhHGDpWdEAwjcqiEjhssyr2b7/Y3VRp4Blv5u6Xmkbz4put2NGKHRobqNvjgMbtnunNr7iurrxUaP7Wx2zRAuPPAveF+p7tfnYra5X0Le/k3LgFdZFOAfKwW2Ncs4rBXb9JWBu8bp7WXFfnEe6sgJnaBDJpfuLEQ6cFz5z6m2wJ58HAJDLDiHtK0ZAFQrncJ8+hrRWgzMxjuTC/JyEE4hLTCXFO74sDgOpA1x9MVjgdn0eAMA4nMdfAGu34c7uQbxvrNgnuxACb34dyfGTIEEAftVF4C41vi+8gxDQKAV5/DnwJIFzcA7JxIBZhwor5XkEDiHwji4iOSPunzgjw0gO7+0eXZKF4jqNEHj5FFijAXdqEtFBEZlWmgoTOW/d5RrSl46KBXXNJQr0zeAl51YUF0B//jx4GMKdm0U8M9y5edp73OdPIl1bB61UkF5zWLsDUxIhktHQMAF+/hzAUjiHDiAZ0yAeeDHaSdJ5L59BsrgE2t+P9PILwB3xXbc54jQi8F88B3AOeukhpIOVnMfaGOm/vRMrSBbOqHG153BhvLXPacxAnngBPI7gzs0imh0xIuUMiA/Zbs7hnVpDcuo0aE8P0qsOoQDVrrcTGh8ff77Ix5J1rArjcH7xEliz2VkOlPDHkAOXXoi0v0TmlKy1TnKgrA75mbvWQPrCL3M54BdvVJe+p7kN/LzzY6pNOz/yf3dhPgVzzVjsAqogh5hkcpE6DljgFJ8rKVRqd0LAPUddXrPrKrxLLmxKBY1sA8yQYgPcS4spZ76j0mh2vWzGNDo3p1HvLGkrAHA3t1pY4IK7JmyFos/aLWKvAUXlFnlh8EPG2HNuhtYSkk1ynQgoizvnfhWu6ptbQPQ0+iTbyQFo9zaY76g8DSq+PmuXcatUu2DIHWrwMW+7RivbrbfXpQrATbZNby/TFj6lRBjQVl16uzT9JerO+EgIAZdpWUvq0flKPY33DlEpYI37CsTio+dmO5TMWvV9xUP93QZf1N8EVIa1etm8yh6wx0ryhDBuZOfjVsrZTvNYDxnlnluKA2TfRhe38OXdE1qcix0K9fM5xX23dO7nD+T908esK41Ors9fr4us0mUKIeDx7nYirwno7DRwsPS6igChQr6wOBGAaxsXlaS5qzhYvjYopLmTNLW54o5AAuJJUC99oLYO+CKtJGAsGN7Xg5UrK0iDojLZOhCgOekVLtwQz8XWhT1q8eqXxLYOBGhneCt2n9hATqNf6No6ECAc6nLuYis1AtTmfAXGlt/47kCexcvX5gKFx2NcKCsRrpwIAbVxUYC4zzUvwnGgPeqhvlcDxJMXkyiwcSgo5NcGAVpjXimQIfMptvYHYB4pJJ9vjXkKyFDWRZgA0avtz4HV1AUtztGc8NGc1OL9ZT0eRW0uKOSqBgeaEz7ao0UbjQWinzK7ly44W+O+GDdbaAUBtmeCAoCbBIPrNNbheE+2u9CEaQY6Fw+IHOOcEoQHxuAMD5rE2ZjRUNwMb075iPuz+aHd3k4DxxwzDZG1Na4B/Gkl6XFMQDyNd+0xL1+j2vxLKg7a45q1TvN13xrzBIhepsDlT1Jx0B6x5kfWr9aYZ4yb5GfS4yAcLgHRIxkgXkkudbkG3O24QBMOeaXAe0nFUfLLKBkgXiF/CEQa0U7gh93Ka0IpMI+gMZuC+ZZVwDnaYwSt8eIgpBWK7QuSgrAGgMY0QWO6eCsx6XFQO5yABaYFwwlBY5agOU3gNGJx/V8Kxd4KahcnpZOndgBozBQ/J76PjUug8i3rwnrzYqAxqVnMmrs2HO9R9ahLSBRYv5yjOU6LlgYyQWgLF4dg7Rpm1pNt843nSL67YB7FyutTNMc14D3W/TY5cwjWr07RHjbzE4MA9b0ONi4mxi6DEwIWUGxcxRANOMbznBDU9zrYPGwpIc7BPIKNy7gCqlM7BgLU9znYOkgL6LJxr4O1axmSKs37n5WtgxSbB2lBuMUDDlaOpEh6qKF8OCXYuJhi88KiJZsMBlh+fYq06hjziTsEa5dR1PY7OZSHLIN9WHoDN5FNM9qlI8DGYUcl0lGFOli+PhDzXTdaKLB4M8fGIVdBtRR2SNm7aZTCeeoovOVtQXNRJsQ04RuOuCDVqvZ+kiUtIli8hWPzoIkeSjhHfa8FiJelxmQexcJtKTYPZkJZGviMY+sCD6fuIPlt/mwdMJ9i4Z0Jtg4Ulc/GYQ+nfyUF8U3FkFYpFn81wvaMKfwJ51i9wsP8W2Hyn4u5tPz+Franiwpj7XKBhEqPLRjYXUmvg8UPhGhOeoYRxAnB8vUe5t9c3J3GfS7O/L0IzYkceE+N9es8zL/J3ZXHQy/nvPuIEwF4poPb6WXiUXEjtgxr5IKvdADR+2mYuz6MHM1tHPirwASky2hmfhSCRgz0maOgI8Ng2S1jurKJA1+pltLMfj8y/ld9arUw9zftgiuCMI6934sNVwcABX9QPbqG9n4TkZQmHHN/Eysr355AnHMg5cIvxMXkF8B7ADUOG1Gw+PWblTRi2H+PAMQruCc6bHvddooDXxN5kA0XBoCxJ0NwAjPfLwGcFsP+r3OQpJiJbuzJUAhCvT4iQPT23sdF/mCr3WNPZcBpGmYPpwTBZoz995Act0pr3+SjAhCvAKK3mWD/PRROxHKFmYEGTj8UaalFNZqVBua+OSCwpgCDb9M/0eaHDnOxtom5b40JXCSeCyzCOfZ9NwVJYtE2fbhYipkHG0gr+e4PEBg++/6agbAcG4rAGi8nE1YeBeb2IOkPsO9vmBg32eZsTKtLEVizeLOWMAiaUNDovBl8OUJlvqYA8UjK4M9vIZ4ewr5v+qCRlVKXAMMvRRh+CeBW2lAaMez9ugO3WQS3G3k+xuAxCq6/j4s5NfNVH169CMw49mQM9lyWJ1qrx22kmPirKvxaST3PCiMwOTQL9/n88qTbTDH+9QoqG4kxb8GB8ScSsZO11oq3nWDsWxVU1zRwStm2p1JwWuI23KGc80pBljL8m1JsI1k4SpWIepc1ALLQDkk6CBN5CPjF+8ESBp4drIKxAmiWaleH+jnjAuhO8/srX3Oi+VIJhNLSEroX+kxEm7vhQ6HkDMYJmfKhd/O56vVJIWXkk3BK3EdaG2jMcgtQawNJOag1bkpoxdpYa/XRNFNwxpmD+O3ome6I1u64uAsiGcAgTc3DYn0M7LbJNrvtVAH0KdwjDgM8DoCRW1gH+JPPCH4y1V6jpGkGYGe2i1OSZ/STY6cVpxmLvN+ZwSPdPhJAz1bMqmg7vni8B5wQARaooeTmWFamQpbtAxdCUUdbVS6plBuAeDRKwVbWQEf64G2XOztoxEAtIEPJW38rMeuR/Q9TuK2SceMcwWbxNjAnAqmVNDhorZWjuGY8qqzFpfV4DaGoWMV07RDG0bMcFdYiAS8F3RMvEfnKxQvyPqo2y2p3cS4iy2vCfQSYzCr7XSikKByldWcAfu0cTWe8Mx6sIBmqGFto45EOLpiyd9nPKfcC7d4+vR9ScBaybXVov/2dXNDiPbzwvKqP5nwzFDPjpXSGq8QGpStTRJYLR18MSjmgOKb2GYJ6Vnteng0oX3irrWElaVVqZw4dS8oRnFg3lLcOBlfqwtN5obsVLDRfG9yuUHYwGNWc0KKbVFBAN6Gi855rLgyLN2XzWF9PxrrqUtJeD8lVB5H0l+ALdRGCumultJ6zM6jVu9ytEOnLJ7T36IpP+1ifYyX1lR2cl7rrrDbo75N9pBFDcHwNJGG74qleXjNKwWb0joWbi1GnNT7vwMFOA6msSWd3rJf1dZsYpe3Tu8hMzaArRGWRUVPImDDS+cF8LiSzr6jlz7baZU9Yvf6Oi1CuW5YfRBo80JRN3ilitsV+RldGJbxU7ycoF4I8dx+x+jZIJCxhBaOu72a6CDinFQsrN0zA3DzSh1iCRMXUa7zXD0UNwdtBAOquI/mZ5Gmn9sln1Hs5QBNmGgz2uDnF85Ocbx0+19tptRkoF5DGa+XZWGFX272+ToJ4V7QdSjxUgXPBPu09nde+/tv8srvg71SMnZv2ChomYKvroFE5FHi38ppQCjJKoGAhQxzW6un8VCFQNOqjjPmpT8G87IBRl7eEiMxVhBQEuaQpFCrqL9uVpIGjIhGMxUOJyM5mLRxOspBCQhCcWENwYt1wH3GnPBxVP7BWQq1MaRGApiK/gAxdVO8iMCe2lQuCMHFwbCiKLotQKp80yA9yDReKfVCKXInY/dEFvhB0pgtD8g0E6hzAFha6kiTVCrhPRT2ZAtAPzUWUDooCkQLhWBXJ1Rci7fXUjkT2VWXF0+fc+lbBteSf2oBbzxPLFASj4yDVQ0t1/a67rmDxQg659TrWTegDANNyIxNrF2PTGTu+bH4ws42lBpkxt0raUCbs9bq1vtkyQKfppGS6GWUgABvs0V5UMoes/wvt24XxV/ZO260of5J+H8lVB8U826n9VjnnlQLhIi/tqQ8lItcuTEaeucnHws3ZCb3GuPaIh1MfShAOu8YE5ZRg4RYPZ17vFxjdHqvg5F2pynesfLmE4PRbPCzeUMzRnE6P4PgH88iXvOHAqbeJiBBZt/qqWsXxd4owVl3IcwqceIeL9YuDLAbcMaOP5kbAPLPNzCE4+XYXWwd9wwWgFiwhwnWSCVxvYQvOky/jzOt9bO33tedhCRhT+SQ9Do7f6aK+1zetdlFJoe+Ec6QVihO/6mB7RqsnK2uXBTh9q5/fLcnokh4HJ9/hitzWmtAlnGPt0gCLR4KCYEp6HRx/l4NwOI9IkUpg6XUBztwYwFvcAs9guslAP8JhD8fvpCoftl6WbgiwdEMx77eikSkaWW6VL7wxwMq1JaHRy6uozwVIsygnknABOd2MsHBTBWuXlcyPoQGcfquPtKJFmhEx1mduCrB+ONCEeC50l28YUAaScnU4BPO3+tg4FHS1+s01Apx8m4+1Syv5LofJaD8ftJqHikrhyFyCk3cE2DwUFATx1v4AGzdMF+pkDsGpt/nY2h8U5lRtzsfpt/bmt4SziKXUpzh1u4/tPX5hV13b7+P0myuF/CNJxcHJO3w0J4ruqvWLA5y5sWK67ghBUnVw8nYf7VHPWKMAsH44UOvaqKfq4PSbs5Bha8e0fjjAytXFC3Fp1cX8GyuIBlxzBwlg/bIqVi+vmLuJXZTXxEGzV0sw/u0AwaZ1qg9xQq/cExrj/HqK0fsq8Osx3O0Yzlod0d5hMIdi7AmmwvP04m9FGP1+D7xGfiglFcPYExyOTLqikTnr2xj7UT+clpWli3GMPS4icFSRYaRRJN4XmQeQNOUYeZKgspWqZCgk5Xk6zpUGwole8Q41UYHhpwl61rS0grbVD+RujmYbab2OmR+FiAcc9XzHbX42IWnCMficg8pmnvWq42Tl4p1OyDD8CxfBVmrcySCco28hRbBBCwleaMgw/JQLr5EYrhlOCHqWGdgGCjsFGjGMPOXBbST5Li+j7T/JwCmQTAyAnPLBYzFOToth5Bce3IYZXcIJQd8pkUXLFqJuk2H4KQ9OO1Y8BcRY953gcCKZLCcndA4dQNRH0LMs3sc8ivjSOTCfomeRw2+YaU8BAO0QfSehDpWV4CME1RUOb7s8FDjY1DL6aRFYlVUCf5vlu6IO2iEXsAS9CwSVdW1+Zq4op61lApTDTcTN68oKgdtkphDlgNfkCLbK3SDBBoHXsiKzALhtDq9ebvW720SsRQ54q02QNEU01Q8aA24T5pzKXKneNhFuNK3NAEAT8VMoHKApCrse27IvkLkApzB34RBh9WkJWAKnBElf8XY8ACQ9guZsFALwGlAKnIjohb75KJ/UGpP0CAG90Jhh4KSwDGkzAt+qATNDIJSjuqpFImgGAo1SDB7X0gbyLFIicNC7aIXNydJqY/CYmWpQCb55M/esutsQJ+g/3gKrFG8yDh4PVX84yXILZ1YMrbdAR8U2VwkSDgy9HBa3+XIicw49aim6YBLu8ABozOBvZs9IN4XlPjL4EDOMPts26lFCpGTSyrYPvxgWaDghqKzFqDJTkQNCMRr94fkCq67EpQuExhxDL5XwAEDfQpi5lxw4mp/fiRiGXjJDhvVxsw9aAcBpJhh5Lo/aIsjdBYPHw9zXrxfXwcgLWSIhmUDFJQAHhn/ZVrtXQ9g0mhh5LizMd8I4hl8I8/p1XnCOwefrSAYzyUPy8Rl7Kk+oU3qmoMNuZLuCsafaive6YvC2EyPkUz9fmvi5lrhH7jAgInKCY6s5bA+VLjtg+sdNuMs1xJMDYH5+l6N3McLAsaSQb9mJGGZ+3FbtodtNIEmByX70nw7RfwrlND/K2ybHDgCGfilzXGuKjosos73fK6aL9ee3MHWaI5odKhoNrRR772Olc3Tsaa1+Tea4jRj77i26kQjnGH9CozmLcs67jwDTf2f7KmmYInh+vnC7UC/RRC/iy+fU4dZu6/TWm3CeeAlOaxcoVFqb7ElRGs1i9cd4h+2eYSVO2Eww6O/qeigo165LRNihq/nouxT74JUTolw6+UPFlxgHqvZdEX2nQXJBrZpKi+cWZe8xX1ryGc9dhuazJdFQPBeYubKz69ByMzumIFXt7hLpYx/KSl9/Wb/KzmFkP72NNpx2kkGNaN9TGMrA+EHn+QmIdeQfX1W7LFmX4Se3DQDJR/t1PB9/RdeBF04jAj+1AO+lBXWPYFcle2d4YAzRwTwffFnfSs8Zzs74zutkDCRJO9LvyqrX9Y+2Q93pcH635ZxXCsZBY1Z068ldqSNZXIKzuNH1PQXBsAu+JwMVkLk94kLQLtta/kW3hsEQsrrFSjg37ykgf65UeXSrRxPouyrU5Lf9rrKICbsdUkiq29fyIM0OUQWUgDH6DnPRiA9KquO81EpXh7KMi0tVmQUpD+HNg/ly2rIiha5u5Xda0MZ4aTtA+WzhwBIAtPDfQps4QI7Pw13aMs8UACVsVNttFmvtNkrGH75VA20l+cFxQSkCBhSK7srVFZDdH/1/SyHHQxXwKw4BSQLSig0B2UlB2LwphPbKbm03ELywUB7Bs0vdY9NEe4cRzo12pD+bA+GydnQ/EN/du895pQDAsN5spsUzg6CXX4xobsw4aN6x7DCohHNwjyKa6t/dBOogbA2hUPa8vmPQLVZZSm5K6893tGo7tKOgSAzeAiCmAlJCWnMt7Fif/b3UH2VWnFIuRWVguE5K3DnZC/L+aYqPMA5/rQn/qRPCBeg7OXhZygz0VN3S77SDk3Upn729G9St4k7zUP84a6NBp+8IpZyzLUgCJJfsR7RnuPyOCGDOOQJTKXdQdkl/AHZwFqzq5gqFmAZYmcBymzG8J4/D3Y6MujoWa7cEAiR9HuJL5xBl52Xyu05Gluk2kx9mP/amWucvB/ylbRX51bHYxoXGT0MhlXS14xlbp/WirXl7/hef3Z1Fd84rBU5EOOqZGyuI+9wC49YvrmD5pmER4qkxLak6OPP6Sikg3sZFATYvKIke6POx9LrAAMSTZeOichA93t+L5WvMSCKdpjFTjJiivof1S3tUiKduWW8cDtAas8LQMmEhAfHElznN5oUBoiG30GYAKvrIaAMBNg8GCohLtkHAHOerSuczcwk2L9RA9LrmCMia7RBsHBKAePY722Me6vsCQ5EL3z/F5sHACGWV/W1O+KjvDQqLlnkUG4cDFcoq+cJ9F8mhWdT3VwEnd1XJUNm1SytgPlVKT4azbs/4aEwXI1XSHhEZpkJmtYtz23u06BYd3bPiYvNgDoint68+K8APCwLAceCtNOFux4XLeY1pH+3JIEf/VMqeIBqtGGGskq456SHudbsKWqedgDzzMryVBgCgvleALOpuO8IFHpOeN4C5FKS3B8wTUWZJr2MqJYiIsnS0X9Ho82p7xheAeZ6J3ZX0OGhOVws5FDgRoIB2GDonBHGvi5YWYUT7ehFevAcscMR4EoCfmIdzZl3Nq7jPFQCUJbvM1rhfaBfhHHGvKyIULVZyKgDx/OUGXN0VRkQ90UCJx4EA4YhXAsPOzwPidSvMI2iPM/ASnkaDBOFwUUAxn6A1k5YK69Y4QTha3J6mAUVzNlWYRPrkbU6XA++x3gq2Dwoa47CIEmzvA1rjJZd0PA+1gyiiNlJg60KgNZoLHQDKfZQMVbRYeCi3x8alHM2xHN6gow83+5y5BOvXMLRGHUPodivcIVi/JkV7RKtH9qtMQRCAuxSbF3PEfSYPCOdoTlDU9mu0TBzQMY9g6xByGpq7nBrTFPX9lsuEECQ9FOtXpUh6TX4mvR4WbunF5qEyIDIHm9dGiPss4UIJahdQbB0sLq2o38HGNYkIFbXcJBuXEGxdkN8HkDAX8WCAtdfHcNopnEas7UqAtSsJti5wcj++BiNON+ugR+cFZpN0oVGC1asIavvconAnFGuXC4VlW7NLN3LU9udItWVjnVZd8EsOIh7tBXMIVq5nqO1zjDEAB9ojLogekupRhBdOIul1sXQzQ22vW3D31va5WLvKzBQmFfPy22JszRXDgjcPeph/CwqAiWlAceb2BPVZV/UPEHNq85CL+bfxYkhqj4PFtyWo7w3ArjiI6MCEMoZWrnSxcIs1pzhH3Odg5b0tNCc0gybbLS9f52L+TbQgyON+B/PvjYEkhbO+bbjCFo84pTTRoI+lD7aUIaj3dfH1LubfqI3bLj0h53z0EeEcXi3B/m8Wwx8J5woQzy7+ZoID93QAxHsoLF0YwVobB+4JSmlmfhga/8viLK7hwFcruXtF267OPhCVuk4EIF5LHHxrwoWmHPu+E4EwqMgNXe37pzbA50ZMmphh7t7EBEgz5jfPoz0gFIMTMuz/OkDSLMSXIVskJj+UEGccTshx4GsASVMj3I5wDlghirLPTjvF3N+wPLxTuxA28pyM+sjdR4AAItt7P1cXvnRlNvZUBqJnHbx7tRT7v05y/COS83vyUUHjbkdgUR6MEGwm2P+XAqxPT8ZDGMfUw3nUmF6qyxEOfMUR4GlO7qYCAfb8QAt0IBAXFBkQLG7jwF/0w3v+FEi1ivSgEEgkBWYfyIDtLAWDKAYbHwEJI/NQnnHM/q8EJBHuL29+E7wnEOxhKaZ+uo20au4YScqx7zsMNE5zN6EFCS4VczIUZLwA9n2bgcZJkQcrMdh2w/hMnNsAc9/koElk8FNEx8WonNhU2EJSwbjtFHv/yoXTDg2DgXCO4RcijDzLDUA8wkVU0L57XDhhzm+57kaejTD8IjFB9AhQPd3AJb+1CLZ/WkFryPomfh6LsbTn1HaKib+qwN/SQpYh51QM5hblkVdPMf1ND9HMgCFfCOeYejgFd1CQLX4txtg9PSKKEibNxM9T60xqd+6jc14pADAsUwBQ0QME3X28KQpWCwAT/VKfC5wXkDFLaYy25TT2NrNjdxgHTRhSmTxIUxxU95HyrH1ywjKWH6hqr6fZfYeOh1QpB6Fme2iUx63LNth9lAJPvlsHY+tmdar2QwMYJOaCUPASiim5cKRRebQVTVixj4yDpkzElENrF8nrJBkP9H6RlMNh2h0XrT/d+Cn5pvuyCeegIevIExozJIdm88NsqTQlKGHWJjXOaYpkqAIMCxodINFtZXcxIgZ+Zhl0YkxNYdqKVVCEfgbjNlKjrcQCFYQGRSLb5rbSfAfDNdqkZMyy+iRQnKLJPnfCFKStGVXaWCigOJ2nGW+ctqkQ5PdePb+v5DQTMN8Bd4l5J0i1MRvfZkvgCGWfUSbGy21lNNaUowlDdTUylJX8Lfkp2sQMGgMQT5NbOiCeISdShh493F3jg79pRT12i77TCuF2oPc5Umq1GgYHB/HWof8HLvfKXRRWYdsNkTOVOnD68kMrUCIYKn9rhacpWENYPrS318yzatepvSPdbgAsBfF80N6q+YxNn33GWm11eYr295v4ScpVVGxjWq8L5RME4japbEeXOlmrLW7wEgKnv99si84PgxcMrF4Xr6lUQCqBSWO3U1bfaKl+EdcF1XnfqWTvMfhYrZS3zRo7HkVgbRHDTfv7iwEGdl9l37a3cz4GJTeJSnjKmk0xpyQfuz2v1yX52NPTOQ+vRa/qkvO3Cw9ACXgUA4SY89crqatk/CTfAeS819vVYR5zzsv5WDJvdTo193fio1YKfPQ9ow+AmOfEcw0ey/Wi85G3Q5FnocM85nFSLgfK2qbVr+av64L29BSfLXkHj2IFP16QAx3qAYCYhXig/mVsbW1hYGCgnAavAaVwK+6ES7pkFTtfzpfz5Xx5DZSEx/g+vr6jUjjn3UfOQD8cJwAZHgLiRFgAjOUgcdXsDKDVBtvYBGu3QTwfzuQ4eH8PSL1Z8MUpmjACD0Okq2uirskJYLAfWFwRib/Hx/LDv8AX9cYJwBjS1XXwOBJWxcwkSDO7fai1DYEvYuMTYZGxzS1hjRACd9+s+lzS8XYIMtgvfPSayyhZWgFYCmdgAKS/L/9O1uN74l2aX5TXt5HWagB14E6M5Qd28plKUOAnTxKkyysA53CGBkF6e83+eK7qv5FvemNTWT4kCOCMDJttk/Xo9bsu4FCkpxfAk0RZ1Jxz0LGRIg2lgCsSnPPNLaSbW4KPkxOib74HyDMD+Txj4nNCgDAq8lHSWP2BzHMRxUjXN8SOizpwJ8cF3yLromRWD2+HYJtboEODOR+Hh8WYhhEK0NiuI6xBGV2W8ZF4PpypCfG53hfJN567f4z5Oz6eW9N60emz9qp+QVjGdGjQ5J1sq31xMk2RLK+afNT7k5S4cGDNx8nxvE2OY7mytLnNGJIsb4kzPAzSk+3Id/Cvp0vL4Eki+Dg2It4laeyxlu3T+Tg2ChIE5fVIekKANM3lQKUCOjqyY9sAgDdbSDc2RF2TE+U7Sb2dcn1GTWC566sBvAaUAmuFYA4HnfQQWZdGOBGAWiQB9j4Qwn+WAe026EAftl4/i8VfCzH1lRFU1s1DqZNv9+E2CWYeDOFttYHVNYAQNK+fw8kPprjo3/eAHl9EdOG0Snh/8u0+/A2C6Z+K6/9+q4V0MwK77AK89I987P0rR/lUZT3H3+2hukgx9YhQGMEvKVijAdrXhxf/0SxmH4jF4ag8k6MEx97rYvA5B6PPCRrCONytGliziei6C8E8qg5hARHBdPxdDkaepAIeIiv+qQ2gVgP1PUSHZoSAasVI+gOkFQcn3kUx9ijFwAk9+QkDXVsXLozpCYRT/epgMg0oTr6LYvynFAMn2/mlNA5UXqLadrgP4eEZgGRAZO+gmPwpEYlEMt80JwSrVwSIhoEDnxMCng4PiTOTwMfz/99pTD5swlpwQrD0ugBxP8fBP6sAm1sgjoP44DTa4z5O3QHMPEBQWUsMn+3CTRWkVY5997XhbmyCtVNgYhRbV01g/l0J9nzLRWU9NoIE5t9YERAMPwkRPBkjDUNQ38PWTXOYf0eK2b92RKIXQPmAT7/Zx8izHENffxJs7wRIxsfWDQdx/APA3NcI3Gaq6mEOwanbfPQsEoz/IpsfLwp3Fd0/ixf+PxOY/V6a+8k5BLjdLQF6FwR8CCcEXi0E1tYBAEu/diEGjsf5gXtGs/CGAH2nOQaPherA2n8qQiqVwtgIwgvGzbbd7qPvOMHI82aARXvUw8D9kRBqU+MI9wyqaKeTt/sYfAkYPJonjSGMY/NgAK/BMfA/fgpaCRBdNK1SeJ663cfwM8DAydAYg80LAzT2EMz9vhC6fM8kwoleMJ/i9FtcjP6Co28hUv0EESHg27PAwX8tFBDt60V4eAZJr4NTb3Uw9VOgumLeUVi9ooJoANh3b03IAQBsbgrtqR6cfouDqZ9wQ34AEDnZq8DUw234T4RINyLQoUFsXzOLhTc6mPopKyT1Wb2iAuYB44+H8JcbwMYGQB2El+/F6Tf7mPxZCr9mniGsHxZ5xyVEBms0zisFACCH9oPCBTt6Ev5qBlehRb9M/iwXqnrxNxOM/XUFfj0xJhvhHJOPdADE24gw/r0exAME9NJZMIeqaIjxxzRAPK24KzWMPzADp23iHBHOMfEI4IZFy4lHESYeZSp9pH7YuO9ehuINHFG8laa64KMOwBKOsZ9TVNdSo35VlzzoWqqBzy+CXnMROCUYedxFdS0XUh2jG7Qop+EnXQQ1Lfqoy8EXJyLt59jPXQRZpiwd4G7gVIp0SfNDE4Lo4BRACMYfA4aeWEUy1qfi0QnjGHo5ReoX2+m0GEYf8+DX8huxUlgPHhWAeNDScQIiumTkp74A3rPOJIZ+yfKIIO0yn7+VYPhRH14jNiN5AAy+LCJw2OUHwT1HBY15tRiDv+gFlWdJKcv4AAz+EvDrpgUPAKTZxsBLeTSVHvnSO89R2SjP2NazwvL0ovKAlRP0LHFVT+mYyQuJch5yoO84Qc+qlX0NAhSQyzSu1jj0zhMENa2ejM6v80J0jWAGQWWZwNOUpeyv2+SoLJP8IJdmAQIJQ2WVwG0XL/q5LSDYJCaeVhbpFaxR0LiYyc1pc3jWbXYQAjDA3aagaRHihsYoDY8Xh/imXLHXoy1zOMneZTXBW2ti5Hlg5aqKGc21i3LOK4VovAecBnAGDyMFjDhfTgiCDS1kTFvcNMlB9PTCCSmfoABolKL/tAZepg1gz7IGApawPOyt1Ub/yVBbUDlNJxA9HifoPd02APE4IXAbEbyfPgscPoB4JNsqa9FHtNECYT2FunRrvzRqhnPEU4NwhnqVkB06qoXllp3zabAR4gIVFBjbTrdc9cijgeNhaSKfwLK+wDl4Fo019HwdOLMMMtwDwvO4+4oEMrRiyp2I5cBmgAq9BbQxsNopAfFUVIv2tUqPCBjRJU7IMPJ8aCgeNQbHBW/SXs9II+lutTD+ZN4H/fKhvrMTIbuZS7TRUCB6QD6mJOUYfilUzwvBK9/H0XdUAOI5tQjJYAB3sw0QguEXNOND9rPkspbeltHn2gW+ACLyRwfEU3OBQ4HoyX5K3lRXYlSOruSAeAwAFYbG5GPtwrsIF7uAwZeTPK1pFjZNU47Jn7Vznsn5yDj6TkcYOMFMlxcXaTpnfpIaNJKvOT81oZuFvs5+Px9HPQpJ7uINY5SIneC++8rdZzoooV7cRoJ93ykKfO44CF5exkQ6rrwV52Eu9ELE5RoZgw3ACPcCxAKxLYRdX0M/y+KtNVSkAg+jgoDsGBpqFf05wjnSXg/sykOIh6vmOwys953fV7zYRMBdgqTPM2/Iau8SIYx6nTv3oWM/tcWqQhm5CWhXBlInhUnSHyC+8gIzvFLS2FVyGMqtNPUnh7A07dBkKxS1AM1RNlVkHdqFLkN42nSkmOkOgAkXUlaPNPj1MSXmZwUSQuA0E+DZX8Jbb4Iub4CubKp2mw9rldKSeWPVzzXlo5euxoH1TF6f3o4Oz3HrndT83147pfWUfVZiJIrP9cWgzQnrPR1DsTvIlVcibzghSIYChAcncuDFs3jPOb9TAOS2kYP5nYUjp6QYmmgVeyv3Sks81ge3vx+sXgepBEpAdJqcZ7NgZKYl9bm+gIgFGCcXruaWKS1cN4/yenXFQLTDS1WdvWU1noVyaZQtCP3SlaIh5v/m3RMTGZW7WlY0TXgXeKkrCukycUjRA2ffM5HGsxS2mitItqGUnxkrpXvE3lGWCZ0yaBKdR6qo4AJxl4A7+YVDo4/gxXqzkvR5cK84hLjPBxmuahcTiQG3btbLjbsQqm9d5rTND9lXCSeuC9EyjCY1D2A9p3YyxaoKgllvYweF2en/Qr+snUJZMdxCZ+nSKWvLjkW3bXZxgC3LOb9TIJyL9IXPHAMp8enrzxk7Bf3PDhZ0t0HihHT8njvFHM1li6ajAJQ00lq02yM/4yherisTQGXNLLN8ZB1y/TPLgi9xKXCHqMVn8KPb/JaCJxPSxqW1rorLWniWIijlY/Y/czQFpwk45bKxx1J9bvbHqKOkqeo7ZfnD4Kf+nfiMqQxtihe8qBBMq7iYqtRodzfhwoF4QGQyYw5VuRtk0p2OtJIfWh1lO4cyOsDkm1Tixjv0ellxXujvKkMB0NeBTmu3cSejr3wOde9bmSzYjXFZoGHcRGzlzEj8Ay4CRPz1Vtf37FTOeaXACUE4N4LFD12KeLAYbrd2aQXrh4sXkeI+Fws3C0A8W9CsXlHB5oVBYWDjgQBnXl9BGjjG5OGEYPXyCrYOlADiDQ9g8UhFgaTpgmzt8gD12SIN9T2sXdEjcIz08SaiPzLtqC142WBvwcrklGD9cIBwuPwuBykRrNwRoID+mRqCoytZRwAd5oK0IwQn18UNXg5wl2DjsI+418LQ4SgK3KxdzBegcwoQT1MUjSkfWwfM9ISEczCPYu2SCpIepyBoGtN+6RikPsX6pYEAP9QtYQ7UZwPUsrSj0mggjCOpOFi9Igc/1AXD1v4AtTnf3DlQirjfxfLVVePwmyZC2G4eDNCYLqa8ZL1Z+kwNqVT2qbYvMNI9Kj5Uq9g8GOQ7Y0041fcK8MOChUsIwske49a0FM6NDKiuTGmJvpkCnBOC+j4f0aBbaFvao10U0+aWbFvc5xq7WU4IokEXycSgVl/WRIegti9QY63WDiWI+1w0p6sGjdx1be/xFdClrljifhfNSWt+ZMquPmsCJspxCoe9fL0pGhEZ1Zj2S/OyR4OuWG/2+nQEWJ+dl50T0R93K4T39DGQOD+op0fnEQ4JQDyScqDeAMmyOMa97o5AhmXlnFcKABANuKgfQA4GlxVOCJIeIK0WhRLzCMJhVormGQ4BUX/2uR784VMBvGcDExIgHNFodKOn6qE5zVBZasJf2jYsydYERzRY4vbwPDSnitYgdwi293KEAzS3TrQRTvoDcIcgOLEO/+iKEtbbcxxhvzXhO0wiTjIk0sMcbKBqfGf4/Leb4EurAhqAiAm/eRlDOESLZxI2jzXLdHuOI+7N+uPkrpT2MEVjmuS00uJ3CeoHGeLeopJtTlI09lhWf9af2qEUSVUTotkjzWmC5pTJR04J0gpF7eJE5UGWzzOHoL6fYHtf1j8t+oikHNEQkAYkC6nMXFwuwdZFQH22CHjWHqtg4/rYROvNXFXrV3DU9zomhDYAPtCHtetSJVzydgNrVwDbUxpInLLuKTYOeQqTRwEJugQr10IAyEmXWJcdkBC8wOp1DPU9Re90a8zNb7pLNyIT2eSWb0qxPeMUdgD1WRcbl2r3GaSXzKNYuSXG9oxrKDEA2Drg4szNxMzRDGEALL8twvaMK/Cfnp+HP78FANi4yMWZNxUB8eJ+BxvvbKI1rn2esW31SgeLr7fmFOeI+12svbuF1mhRKC9d5+DMTUW5Eg+4WH1PC+3RooF25kYHm5f1g7dDY22mh2ax9ME2wmEX3CGIL96DaHoAnBCcucnB4o1OQTHvVM75MwXCBSDevntTY9LIgZp4rBwQL9iMsf9bJSB6jGPmRx1oVlvY/9c5IJ6yeJgJiGdgtCxu4MDXK6BrNXG5S/M5zz5QkrYQAG+1sPf+ZgH+l0YMe78XlYbLAoB/eh3h/lHwiq8uWNGYYd93I+gHc/qhsbKONSvZCVPM3csR9/tI+sbzPumTb3wYyWivcj+47RT7vyHOdky3AIqAeJn7gUYsA/grumNkFI8ekspJFsHxbREybPNt7MksYsq6UOU2U+z/uog4s/3ME49mkWH6mcLaJiorgwLcLgMf1MMxpx+KAc6NnRMYQ8+zizjwWAvR5XMZtDcEvlbKsfd7MUhStOh6Ttaw/y/74bZjM6NZyrHvu4kFJ5EpoOU17P/6kAhZ5jk/CQP23ReX43CxFJMP15H2eAqsDwBIwrH3e6mImOvgRlWFAwQcJAHmvpWCqtBTKP70nQpzQDztvITGDHNfJ3Ai8+4A4Rwjz4cITm4gtepywhRzf+XAiUSwBqM5XPrIsyHGnuJGak3CMkC8v3BAwyiLzBN5x8EHMfp0hJFnLUA8LgATp78cwG3FSiFLPkw+HGe7S90tS+BvJZj680Dl8NZ5MP1QYu5Is+JvJZj8yxxET72Oc0z/JAVJOdiVh0Cb2ffUAXcoJv8igF+TmfQ0moc0jKWzKOe8UpCl04GX/N+tR2Drm6XfmR9an1sHuZ3834Xk6rJkkM9hlhJQPwA0Dts4z3FWsoM322ojnCtgt24lmuzLJ6n0T2uTVlTCrb/NxtPYApezF0bKFJa8Wvg2iF6XUuqX15pRZrFKQU41oWccdqp+mladUC7F3Yoaa1tn9fWCe5lQz/ouFQBNuQmIp4WkRnNj6nkpmDkRikQCxRVCBzkXl9YKsfDaGMivNEA8t52qnYjkDSdEXVyUB52E8Tz4KmbKIFEKgHE47dygKgsPVnxWEskE6zMDBExm6nPcbaXqnMYw3hjPXSYAZNpQSSPPPwzeJNwAxJOfA8IIAMQOLb50Nm9zxAq7FEmjLpZa678cRE+02bhMprnwFIieVQjjZoi8Vo+sP+31cqUAwF3aQv/zW4gv2SdyZGjFqye7Xm96edXdR2ma4lOf+hQOHDiAarWKgwcP4l/9q39lHOJyzvHpT38a09PTqFaruO222/DSSy8Z71lfX8fdd9+NgYEBDA0N4SMf+Qi2t7fPuj3dDnz1wnzHvOK/W+VqHeR2akO3g1X1va1wstIxigXIF1HJYu140K2HRErFYFg6KLhYdjosM6JkAPDTZ8rTGHboR9dHrGgR+ZkRHKAfPFqKUu6C7DbKvsnnJF90Bc6J8NX6x5ZzCzJzL+jROGJ3BvU5SQT6qr4LIppCoom4uyESE8kHZB/N9nG3XBAXitwplISIFuZgN75r1qacW7qCKeQc13bGOp/1+aJcKJbC08+JQEQmNreuhWl3ONxW46/11YhY26UcVH1Tfdkd3W7e+0oPmEuf44A/v1XI+sYrgYAKcUqiyTSD4P/omcIf/uEf4o//+I/x7//9v8dzzz2HP/zDP8RnP/tZfOELX1DPfPazn8XnP/95fPGLX8TDDz+M3t5e3HHHHWi38wsad999N5555hncd999+Na3voUHH3wQH/vYx15Rmwyr0uYNB9xaKJSCjs5pG46dFMsuOLibiIZXWsp2FaXRF3rh+USRC8jOg2zvFNTzHRRP7g4SDKEjwyrfQ1l+ifyfkuZpB9GdFpXKP6EURnfBKdvfNbyRc82C1yzlVixwbTJUUE4JSMyylJ0t0Cw9J02YgPoIU5CUlYSxihu1NGLid8IMCHAuFYy105FtM6KdMr7aEWgGnaYM875bz3QzmGzlCsDbaIP+/HmwmmmgEW2OqP9tq5ujyHurT+6pVdDjZ4QrLQut7WQoEVsZaQrkbKzjjjv/rE27Wp96fZrr8n9nbRuvTxiwtgFaNy+xpf0Bwv1j3Y2Gs2zCq64UfvKTn+DOO+/Er/zKr2D//v14//vfj9tvvx2PPPKIaB/n+NznPoff+Z3fwZ133okrr7wSf/qnf4qFhQXcc889AIDnnnsO9957L/7kT/4ER44cwc0334wvfOEL+PM//3MsLCycVXvkYlIp6yze0TAFee6YyBGrFZkaj5dYXUmPk0edWDTRQDHiAhDpPY3oBVkcR0Vc2HQFGhlGR4m6zWzUTwTGkO4T1i0fPeG8stAYRxo4HS3oQsk+LqPR03Hy/p7cMpc0FY2my0TVrcS0kt830JUF86l570QrqTY2+u6AOYI/ZSWx+CnbwHyKaKQCXHmRADkDQMIY3pNH4R9fBX/6RXjLWYBAKs4RWMVBWnGLYaMeRdrjZm41FEIr5TmIPUdVtFLKVSY1TgmSimNGoEn3EaHqc1soMde8q2LsSlwtwxyB6bLK5kva54NeuN+Ee7eKCl+lJQLa+tvYzTgE0YWTSC6azXdH0mApA6Gj4lA7f5+pnDoJSrtd9g7H7IxJU3hXmRFF0b1+SdPNILL+5x5FfPmcSMDToT+qyay4a3K3YziNHXJL581/dctNN92E+++/Hy+++CIA4Be/+AV+9KMf4R3veAcA4NixY1hcXMRtt92maAYHB3HkyBE89NBDAICHHnoIQ0NDuP7669Uzt912GyilePjhh0vrDcMQtVrN+JGlPeJi6YMthMPmEQonBMd/tQdLH74KSb9vXF5rjXlY+nstkUtVp6EEp25zsHQkCwXUhG5ruor5D8SI+4spGk+9zcHKNX5hMiSzozj1gUSF1ek0J99OsXqlX5gotKcHJ+7IQw7l98wjOPFukQu5bMKF+0ZyJZMttjSgOH4nwdYB39hByKLnaJZWbBo4OP5eoL7XNw7vy3YXsqQViuPvIWhMm+GynBCgBA+eE6EQTt7hoDVupVskwNolPs7cpOHbZ+1Lehwcfw9Bc1KEker9Wb4+wMItVj5dxhEPODjxPo7WeDFM8MxNPk6/2ROhlJLOdcAu2ofn/397kN54BdLBKpDyLFkLxeYFAbYu8IWPV+tb3Oti+RoxbswTP8gOqs/cFGD94qAgTFpz/Tj+QS5y7Up5zTg4BU69zcXaZSKM1d2Oka4KYDtMjeH4e1xluMgxYo4AgFy/OA+71O+YLF/XB+ZlyiTbVTCP4tTbfGxdEKh7J9FEr5HmUvJesdQlOPEOD1sH8zklx62xJzDzZUhlEzg4dqeLjUMVsMCMtNo86GP9yBTskgYOTrzLU/NQb8P64QCnbrfym0Ao/2N3utjek89d2b71SwOcui0wabgYt2O/5pamvFy+LsCZNxTDnKMBF8fe45aGei+9LsDi68tpjr/LM2SObOPS9RUs3lAtyIJ4wMPJO3wjbNt/8Qz8k+tYubqC1SvF/KAnl0BOLxbqLCuv+kHzb//2b6NWq+Hiiy+G4zhI0xS///u/j7vvvhsAsLgoGjY5OWnQTU5Oqu8WFxcxMTFhNtR1MTIyop6xy2c+8xn8y3/5Lwufc0IQbKUY/2oP/M3iqf7kIzkImH7uUVkTae70dHqAWCzTP+I50JUmzyorISa/VYW3bR4WEcYx/WMOJ0wKlpu7tIXJe6dFZIPRcGD6RwRuKylMeNZqY+phpjKMyXfSmGPyxxTBVrkvP1isI5zqNyxFGgMTP3FQXU/yQ25tm5/77PP30Jhh7GEfPSuJ4slOPlwaMYw94qOyYfqjjQgi63OnzTD5sINAo5FtHzyegJ0mJi0BaMgw8WMfQZZ1Sh+3oV8WwzSFH5th/IdejkyZKUzCOIafk/GPOQl3KJJ+H+OPiZ2ExJahMQM4R99CIj5zCPSQVLeZYuAEFecNMRNWetaeoV8yBdJGtC4FK22MPNwHpx0Zh7mEAcPPEAR1cdCaBg68agVpHIHUGhh+akylw1SKkREM/hIINrX5oQmZ/vkUNOYmTQr0nQCCLQtEr2wnyZEpFGDwRYLqGjM+54TA30pFWKXGf8m7wRc9VDbS/D1ZG3pWGXqPbRc2lyRh6D/qIagVo2wqmxw0AWAdbNOUo/ekAy87bDaA97ayHY5lgJCUo3rahWsfXAMINrkAWbQNt5gjWHFBSgDxvDqKgHiEgKSAt00QrMUgCQPTdry0g5FPOLJ+5p/xoX5wP1cSnBIkF86ANbeBn5e/Ry+vulL4i7/4C3z5y1/Gn/3Zn+Gyyy7DE088gU984hOYmZnBhz/84Ve7OlU++clP4jd/8zfV/7VaDXv37hUTK+EG5K3up1WCwJpxNOHoWSoJCeVCYeRbdo0mSrvTZHUbboV2aAKoabQGTK9uEKcpqottpD0uOMxopb75HHaYE2Kk0SStEEC/YSERzhWIn2qfzYzsgFBZVRwYPGYu7E5FPk9TjsGjIoxUosfm7yv6nmmUggWOgsy2t8h+LSn1WRMG9M3nB5Vq0ZN8DOzwQRozDB5v5+cr8lyGZ0CGHIbyJ4wjOL4G/6ltJIdmBaYWAdKAgiYcXjNRoG2qZOGS1dUYhIlLdgpehHH0nWrnwGVacbZDDL/gGS40OW6Dx7VxcylIbw9Qq4HXtzHyfDt3hyhhzQ3gP6MuztFzahvxcEXxUvZ15IUdwA+1z+X8Hn4pNJSBOpOoxyLjmz4OmeAdfaZdoGEORfVMG+S5l4tKgeVAcbbrr2cxQn9bA8SjufLRQfT00n8qxMBJXgxZbqeY/mlaaBvhGj+tOeW2Uuz54VkA4kFEGO29L4b31FGQoUGEB8YUzfiTxX4CgFuPMXu/tisnQDQlMtONP5HTpIEDHhdd3mXlVVcK/+yf/TP89m//Nu666y4AwBVXXIETJ07gM5/5DD784Q9jakpsA5eWljA9Pa3olpaWcPXVVwMApqamsLxsAn8nSYL19XVFb5cgCBCUpUhE0a9aevhjT/YdJn+nYoeSKRrN+tmRhps0nUopdgopTpyzLQV66zBZ7SaIRWPTyUWkxdfv5uDOW20CR0+CXHmhErj2Vh8oKgo9nLdwAF7SH/Gg5q7htv9bU5L68DgUvLcC4rlCGEvFI+ElWDY2KVeWKk9T+L9cAq8GiKeHQChX7kdOCbgnopxEXaaA0fmmC3n5GXOooLOij/T5psew63zhJVNFd3GW3mLWdpIGjXxvt+lHSMHlp2Ml2bSEcbCKA29yHOzEKfM73c1pjXs+dlkpu7tT0DIln+nP2v0y1mn3Nae7WUtlhHylS5Bcul+d/+2m6Guj7FxM8WaX73vVzxSazSaodSjkOA5Ypn0PHDiAqakp3H///er7Wq2Ghx9+GDfeeCMA4MYbb8Tm5iYee+wx9cwDDzwAxhiOHDlyVu0pi0Y4W6F5NrRyYAoHx5ql1+mASZ/Q+u9udZZ9Z0wGO8Ze+06PVNLfRbKdwa7qklg8ZcpOiwbJDzZN3pQpk3QgAJnbo1BOdQtZPwwsRDXplwZZftho99MkKgKTKdeJ/JjDjCTiHMlggHiiX0E426il3CXiTCFzH/EwRLJwBuzUAkiWE0HiQpEki3qigs5kYokSlHOJEjBXD0TQMufpczZTCHJX0lEgWWOl+GeHhdrTwALXs+e5aUyUGExW3fmz+nMlBkeHtu9UDMWhh1Hba1avh5TUYa3TnCafh7aQ7qgQtM9Y4OTzQDNUuskBwjncWggapYVzwfyh3cm9V32n8O53vxu///u/j3379uGyyy7D448/jj/6oz/CP/yH/zBrF8EnPvEJ/N7v/R4OHTqEAwcO4FOf+hRmZmbwnve8BwBwySWX4O1vfzs++tGP4otf/CLiOMbHP/5x3HXXXZiZmXlF7ZKTjHCeq0Jd0+vFCt3T3SmFyaoXvY6cON+Kd5iwHTFlsjZ2tL641jbdkjE+L26HjfeWtUPSGf0qR/NUFqhtPcoICJ2/9k5J8d9sB/MdRJP9xlZdVSv5zyGs7DLXE2O5m04DnMt/233L+2NAg+s80c4ixGWqPIEN86iw8jNXXRpQ8/IWAFqpgBzYCx54Ivw54XBYmrnSmHg/A2icdtwBGnyQ1jVIcU6WKDlDODHNfahfXrN3gPo8gjYWZesFMAW6Iip2pawU1qfVDrM+AI72HSkxEDoJRq0u9bdGXy6wUfqdsXMrmYdlHoNC3XY9xPqbWLwp6wvyKEpvzxSi2aHi+1DSxg6F8MKq+t8r9Xodn/rUp/C1r30Ny8vLmJmZwYc+9CF8+tOfhu/nwGL//J//c3zpS1/C5uYmbr75ZvzH//gfcdFFF6n3rK+v4+Mf/zi++c1vglKK973vffj85z+Pvr6+TlUbpVarYXBwEG8d/jBckkWp7ABVy7Yb4HEE4rqg/f27qocnCVi9DgCg/f3l+VJLSrpVA1gK4vlmNEa39jWbKi+uMzQI/RCzc0WpyG2LTDBVO4cS6oW3WmBtkWTFGRzYXV2cidzHEBFSpIM7zy56v86G94DGxyAA7enZFQ0PQ5X+U/FRzg/7t963rRrAueBjReub45jPOlRdWmP1usg0RgicoaH8vfIAVOcrZ+o9asx6e0GydbNTkfMX1BFjphfdZaNjVL3C+av6BZwV7wt8fCXzcWhod3Xpc/8s+Kjm1N+CHJB8PBs5wKNI5WNxBgZUJBjbboBWK8XIsKwkrI37N/8btra2MDBQDG2V5VVXCn9XilQKt+JOuKQcAfR8OV/Ol/PltVISHuP7+PqOSuE1gZJ6vpwv58v5cr7srpxXCufL+XK+nC/niyrnlcL5cr6cL+fL+aLKOQ+d7YwMw6G7PKirbecHzfZBXacSJ+owyxkYUAiaO9a1VcsPmAZ2d3jOthvmQXOHAyWTiCPd3MwP9np7Ct8XktwA4K22OIzVD0jPpq7eXvMwthuZ1q+z4QcYNw+ad3tQJ/sGwBke3rlvhACcI13fEH3TD9GN7GqOAs2T7Ss9aLbeK58FZ+LgueyAdBf8l/PXOGjeie5/c/4COCveG3OkpwekWtmRBAB4oykOmmXfdjMf0zQPfOjvN1GQu7VPP2j+OygHeDvMD5p1OZAFELB6HTxNBZ80GcGTFrC58/vPeaUQXb4PSbUH7WEX1ZXYDF0jQDjkwQkZ3GYK/7nTSJeWQQcH0L7uAoSDDqqrcSG0qz3iwW0yuK0U7lYIPP4MQAiSyw+gOV1BZT22YqxFPW6LKWx67xdHkW5uwdkzhdo10+bN6iyMMxpy4TYZnDAVcB0vLyM5dRrEddG+4ZDKT6DXFfe7cFppBs3MgZTDfVREbtCZKYT7RgohikmvA6dlYsn7pzeAXx4D8X0kl86Zt22JwJBxQgaa5pj+NExBH8miKWanEU0PGO1Lqo7An+dmzLb/8jKS0/MAADrYj/iyfTmInUcVYqYeoiq/9x95EaxehzM+hvDCybxtGja+TsMdgsqpLeC5l0BcF8kl+8ACB2ngFGBDRLipiNN3Wym8nwrBRGanEc0MGn2T4GxOzMTtUSJgLbznTiJdXQMNAsSX7xfJdbLLbXmeCXF7m4ZpBrvNgEefFYJpbg9aewfgNhL48xuIZ4YF5hVHliUN4o4DAYLnF5CcWYQz0Ifw2gvU53JeEc6Renn9AODWQ+DnzwKcgx2eQ9JrpXLlEDnFrZwb/lMnBHIsAGdiXOUDkbTMoxnsB/Jxy1BPnUeeBQ9DkCx8UobIMp+aiYY03laOr4EdPQ5aCRBfuV/NOeYQkT9DC3uWN+CdMAV56CmhqOf2IBrvyfuTmnJAzRPG4f3sBbBGA7S/H1FWF6coTV4l14S31QYee0bM2UN7kQwExRBeYtIRzuE/cQzpxgac0WGEF+/Jea09Y9AwLi53Pv08QB0kl+xHWs3BF93tCHjqJbjTU2CDfUgHKyolKN/eBn6GHctrwn3UmPSw9O5QgIoBKv6XU4L5NwNrlxeB0LZnPCzeGeV5e7PCHIL52xnWLstoNA7W56pY+NVYAJGRvB7mUZx+O8PGRTlcgSztC8Zx+leTPIta9lUaUJz6VYaNC/3CzV3a04PTb/EK6UWTqoOTv5aidsDPUSoJUTdd4+khAcYmsfGJAJA78V6O7dksXLg0L4P2uaT5IMP2niJYX95IYgjNcNjLQOd8xXvxblKwquRls6Ti4MQ7XQGiZ/Ft9fIAp2/1QbSbn5wSxL0uTtxJBLgdchpOBHjZ6bd4BcTNaNDF8fdztMc888IWBRZv9DH/Jst2cgWy7eIRkT9a8StDLl27zMf6xb4Q3jLklFJEQx6WXhcgrQiIC+Zli94hWL42wOpVPeK2tEtBsneG0/04+fdTJL0u+NoGaDtWgu30W3ws3hDk81P2a2wER98n2qjudBCAuRSn3+pj5ZogRyCV/CMEizf2C4RZjdfcIZi/JcDaJRVzzGzhKMebiHl47L0UtX2BedeEAJuHKqBW5AunBEmPg2PvJ2jMaOOWzZOVawKs3TSl2inbFve6OPZBisa0OadAkI11j+KjLHG/i6Pvd9CcNNcVJwSLRwLMv6lizg8ujKZjH6RqTuk0S68LsHBLUJxTAy6OfsARObS1C4Cinko5iN6Qi2PvFSB6ukIQ9VSweCQorM140MfxX81A9AhAWzGI4wiU4heOwqm3TbTZXZRzfqcAAL1nIgR/6YmMS8ZlDmDvfRw0jgs0facjVP7Kg2slFKEpx95vE9AwVjAFsvSfaMH9egVOmBiDSmOG2Xs9OO0ccE2WytEV7PnradDIqifm2PM3LtxGXLgFzVptzPwgAU3zfAiEczgRw8zfuPC2LeC97PKau1JHGgwZ3zkhw8x3MzA4uaa6RClzQgRQ3fc8VNfybFT6TWNZdGvYqyeY/L4Hf0sDt8tA55BYAH7Za5yIYfRxF5X1JG9X1rT++RQ9K9ZdAgI47RSjP/NVPfrFwIFjKdIFYl7mIwROi2HkEU9kqgLyy0UAhl5kYJllqaK3UwYaMwwcY/AaieonDcVN5YHjqQnpDACMwdtO0LuQ70hoLHC5QIGhl0W6Re4SEC0LnFuP0PfzfoDEiK690LDgB14G3DC/RKe61Ghh6BkXThSZY8KBgaMCADDfqeWGbO8ZkXbTGArG0Xeaw6/lt7wL2FgWvIgTMgw9FaCyqY1bVnpWUnCZN0XeNCditzP4tI9gy6QROEYMfQtFaHsaMww858OvJwWrumeRm2s96z+NGPp/6Ytx4+bus2eRi/zq1mVPGnP0/dITmFbZeyRfqyscqY+CkqQRR88pD047MXgDAMEGF2i0VqExR7DqgkaJsZMmnMNtoJj7HQBJGNxtFyRbQtFEL+jQRWA+BR2+FLX9FfSeKcq3buU1oRRoYqXGywrhHN528XNACH9dgOnF+Fxb/DRKVTo9uwQ6Qqs+f8IoB2qz2lb2OQCBo7MZKRRFtYAYR3VFo7EsSBKbE1TeaK2uRPniLLux6ljX9RlH30KkFEEOi2CSyR2JSEDD0XfaFFK5m6BcCZGUY+CEOGtQ0BZZ44L1RGQ2Mxgjxm3o5TDvvyZEe5ajfPekdy9kGH4pLFVsPYsxaMxAYy3XbxjBCRn6TrfFLiqDmpC3WyurkXLx6GcMtJ1i4ERo5uigABhQXRQXs+wcEc52iPEnPLU70G/DDh6LShU4bzQx9nSrCAlCoAG4ZbyUApBz9P9yG8lQkLcte06nKb1Zr2W8kzhRo8+2S90lwXpUQEkFhAEw9mQJDRMgj8HxVSRZO+UcdSKuQN/s9vWfDkHbaQ6Ih8ylFDFM/Lxt1pG9b/B4WJqOk0YMkz8zQfQkfxQwpDUObjtVOZJtmuEXy3O8u80Ue35gosTKMvpsOYif20iw935zTcs5xHxqKtP/UzAXfydLN150muj6552e+dsuxiFl9qvkKv1uim29yMXMaQlKqkVnYDTxXBgWnrVhLqz2KrA5g4ga7gbxYLHN9rmI+r5EEAGd28hJLmx1655w5LhOdrIc1wF3CFLqKD85d4jw8TPxPuW3ppp5J88QpDJLhesIFOCUlrruFDotisq6AHthYx+RfAzUrgywXC0lE0ab74RzcOSuIQBwGjGQagKvPoMAlwAA/7NJREFUzC1h7cjzsdOe1+FErHmh/i57N4Op8NFhLumFWmtFs/Z12jLsI/07Nce6yYRdCt+OzbWbYLmSCq/RdhQdqypx+XUqr4kzhY7FGlhSwnBvpYng2Eo5Hs1uqtjtBLFpyqpj5qS2/y4FzrJGuAykqwDwBZgTu+SATe4yjJ2F4bKyBKl+xmAJebvoC8B2nSlfcydgMaDIO24LBKttmYCROZOlQiAJV3mm7Z0SeJb9zSXKenVipgQ+STK+SDgLSvMcC7JeCWbHiuOit1V3pRjjlfGSk+y9NkqqJdyNQ2ctuU6BdyTvL3OoIZhpxECffllE6OhkJeNrB1uIn6KL0XjG6meZsJNAgjoPDEysssJK2pPVb2BddRGchHOVhtU+4yrknkb5mHaUB12eK2B/lbTLLuUG0+5k0WtGKZQOBumyGHXBk5p+226CvnQwdkNjW9Ml1oLdPvvv0gndASW1rF7j+y5ClFjKqbReHV1T2wrrftxyVEot0T0zBaJdfyerqdAXW1hZi5kwgKRc5E5m3MizzB2KArw055lLKWtrJuhJlqyJJkI50CjNecdYLlBSnoHfSYWhWcRlMmkHi3JHQVEiDDvR6a4tQ1Bm/GMeBS7cB6pjkGXgh8pdJeuwfwNFa9XaDQLaGOrKpZNg1HcM1u6htG+aItXXmeovs9pIzPZ4L8zDf3m5xPDQaXK+lRlTRtt1ei6MUBqmXZXTKy7ndwp5aU76OP4ur5BXmVOC+TcFRnpCWRrTPk68w0drth/hhZPKd84cgvlbfWxemNFoQrc524NTb/OR+tQQTswR9dTmMhptMqSz45h/U1DwJTOHYOENFWzPFO9Y0EqAlWt6C1tr5lEs3FRBe0yL4NCRlQd6lJ8WgPI/nrmxgvZIFllRZm1ZwjetODjz+gqiAVe5KPQwUZ1GTu40cLB8bQVRv1cU5h2w47lDsHZJBXGvW2hTa9zD1oGg4LpgHsHapYLGiC6hBNt7fGxeYI11JhjqewNwh4hD4Myq4h5Fa8JHY09FRAQp4SAas3WBD+5SMDeL6OIcJGKIBjyEQ54R9sizdzamBQ0oVKId5lJsXeCjvi9Lo6opXdbjY+3SikqjqivT2lwgIm90yx8AqVSwcaiSn0FIpQigPhugNe5pSijfMbRneiwXmhjX7T2+keM8HukpxvxruxLmEGxcFJTmHo+GfQOYTvnBXYL1wwGSqpML6IysOekj3jOiDTKUgtq4KMijCpEbOs0JH41Z8w4E4RxpQLFxOCjN1R33O/BPrqo7LKo6j2DjUCByjO8ZRzo1nLdtwhdjYPBCJFHaOhCoqEKdB60xT0ThlRS6tgl3rVH4vD3q5WtUr8oRc0pmFNQVeTjkFdIJ76a8JpSCE3FUVmmpC8irA26r+DmNObx6Fp1hHI4CbpPk6fH0RZQATiuLHbe0Mo2hIgRM10+WNnCHQixLpCwSAQCYD2XZEs7NNJKUWtaJ6Fs8wFVC927Wlu4XDkdEGsLCYab9fGaVMY+gOcXB/PyAWxU7KXtGk/oU9QsY4j7Rbt0H3BqlaOwpNpR5FLVDDHFvcbwbMxT1CzI+6NURYHuWIKkKHHvuUqQVB8ylCAcpWqPUXCmZcGlOEaSBOEvgFOAeBfcFTdRXknfaJWhMaS4jGaboENQOAvU5LQ9E1vZ4MMDWDSHSKjV3ZQTYPAzU91HFM3mmwPt7sfY6kfdbz4XACcH6ZUB9ry545WShWL/YKzVO1q4kqM9qE852A2XKgiYMXi0E8yjWr0nRHjIDIQCgMemAVIoX1lhAsfn6CK0x12gvJwRbF1BsHNYuXWY7q6RKsXFTiHDQyXkgeXMhxeqVtBCSmvQ62LqljWiwuIC29rvggS3gRQj21q0thEMO4uEKkv78mbXLCVautfgBIO5zsHV7A9GAqbA4IVi5jmL5uuLcbY17ePbT+1C/dNRsAiFYeh3F0utowaAKR31svKehhL/umVi8kWLxBuesXdiviYPmYCPG9ENmJI+0mCcfa+eTUJu81ZUYe1ZLooIYx9TD5ZEA1cUm9vywxLJPOWZ+nNMYIaHzq5j5UTnN9E9C0/0kL3S12ph4tCGScWi+dRoxzH6/bSwOXZg5m1l0idwSExHCue87ecRDtyLrctsp5u5lqp784LnoFyXgKspr7tupCt80FENSEqXBAbeVYt+9LA+91YTiyPMZbyzB7zZTzP11Ki40QUT8uKt1hHuHMf54KCx+yxXlNhPseVC4epjvqM85IRg4LrQ/bSXg8oCYZOkWv9/KrH0AmcVPGMfAsTbAuNgRaDxxmgkmH2vlB8yZBU9Sjj3fj9XOglMCSgk4A4LFbcz9j34z+injz+z9kRLIYn5kg72yhgNfGRHuK7khyJ6b/V9ZPRwg4LlrjKWY/mEdSV82FzNeUwCzDyQikZA+F0vOj7zlbfBjp+BfexhzX/fhRFEhf/fwS22wWn4eId/pNlPM/Q8KGhcjqiZ/FqJyYgP6LCFcRBTO/Q8HNCqu7amfRXBaZvQRAPibCWb/uwsnLK7t0eciRDOD8E73GLuFYDPG7H8XIeX6eiOcY+ZHMWDzgxD4mwlm/lsAJ8u9rvdp5gcJiL0jJwSV9QR773UKEZGEc+z5QTG8FxCRbhN/Vs3DqZGv05kHi7mrd1POeaXQ6aCH8MyHnDKR8rEL/a6ZukuNvJPmNqIJMmFdEIDSYCzzUeqvL8mvI+mMQ1s9wqLDoboR/VPyjOF7tw9EIYSQ3InoqTPNSrSDTQIl3NWuw4q7N0izpDokheKb0wiBlTXQqUFxYzZihhIiCQP3sh0CobmgTkTSHE4JSCzOFpTVSamyqEW7iMrMxhwCHjjGHQ0AIIQg9YUS5z5VbhopHJwov/0LDkOYOdn9B8kzOT9owrMXWCU7F5HuI30uOaHmR88O0uUUkYmDJO9ZllfaCVNLgFn1Zf2MR3vhVA4irbjq5rq9MzXmo7YOOCE5D7R6OBE3lkmsCcoswku1TXteCeyYG3cuZP+lUVO2BpXiKzl8d5tpoe9Gm0vOEhWNVdx2yeeZkVQWOg8IA6lUbrBi6LzkgdfYhQuirK5XRPV/cdEFkXd6DXyrBnbFBcU0iCXPn42CsMPIzkZb6wtfWXrdDpq7tYFa9WaCVR3ilr3H/oyL1W30gxefNeQTIYU+SLqukVycKTpb+Rjx/WWk+o3bTPlE472ggxcIuIwyReZSBQMgBYe6X5FwUClYKAEhQnVySpQPFwCIDJFU7ZA8NutiHlXQFIpO44vBy2ynkNfBcwWuGQuSR0Y4plS4ZQn3aD4m/vEVsAzPqawY9ciQVtKB/1xkzJM7LaMuvX/GAbip6PWghG5hmFzznxvzRD5W1jw9Ygk4u3VtKYJC8MPZeWfOqhTq49jZ6W8r47Ms57xS6DbY8Z4R0PFBI0wwJyx/V2EC6qXb4trh3TvSALsDAYO107AFg1zU9gLRrfkd2lQa2VK24Amg0kXCEmjoQGfX8yosZOZR5a4iCTdj7DXrHKlwH8ldpIT3kBfMVKEiU5uMNjJCPbUdnHDZ5DAXep3q3EkKRZILP5qwfKewC8Fj77qUm4tr35fMWTY6AOpQ4SqxxzbjS8FA6SRwSsZJ7UbRZV4RGM8a9XFkLq6iFZ5vb4rzpOMuFKanQP9/t8Weg+oze+6fbSGkMKdL5zhBx92/orF5fZZK4jVx0JwGDrZnihhCLHBQv6APcX92SKNNkDRw0JjKsX30ydOc9EVEjF1PxRWYKiWD2xrzBI4SYArFSoD2aDl6Y3vUE9ELUoDIqCHHQTzgq3frP+GwZ+56dFnkOkZ/5N/hUI6jtJtFwglBNOQKGik4geIWWrvpCojoDnEoa/6UxmhnNEnFKXUZcbd4+1ceeqdVLYw025nQMBVC36Ol7UyqDuAQ0JTl+ZddiqTXRVJ1DcOBJClIwpFWaEHJES4gDFJ5o1ma+0yAFwo8JFO40JSJswlXQDfQF04YN6HTgBaEGYhwVZVZ7sShedSL5orjhAg3WfZZNFJFOj6YE7olh+NE7IqYowUV2DJPj3zKhHoaOOUC2DbAtHfp/TQ7JOZu4TMq8mOXKQ3mmHdC9HsKzMvXi362JfrZmQd6aKrqlz7/bZqStkkedsIhMnaglgzptDb1NV1QKjGD/8wpeBvl56Bl5TWhFJoTLpZvj5BW8rA+4SYgOPMmjvXDQsDrB831PS6W3xkqGhUbT4Ezb02xcVFRKdT3V7D4zqgQ7sY8goXbGTYPFoV/+4IxzL8jzQHxspIGDhbelWBrv1vQ8rRawcLNbm4BZz9phWLhvRHqs+VKJhnrF64NbSeR9DiYf28swO1KQkr1Ir+P+x2c/rVEAYSVnw0Qgy4acHHqPSlCLayOZPHtNiCeXGxJ1cHJX6FoTmYwD9ItxIG1S33Mv9HLd0/Zd0nVwcl3ZOBlUiFEwr9d318R4ceuGUmTVF2sXSZClmlLHAJK4bl4g4fTbzaVAqcE4bCLk3elaGUgeiTNL0Et3Oxh4eaSsR71cPruRESKcBiW/PybPCy+zofTTpBmuX4BAYh34m6GeMB0yzCH4NRtPpavC4oCY3wUx95DkfQ6hTOn02/xsHpFjuCplCcRgHgqbDv7nLkEp9/qY+NiLZzanhq6W48DaYXi+AcFyKJeP+EcGyWAeICI8Dl5V4rGjFdwjy1dH2DtxqkCTdzv4NhdQHOqCH64eCTA6ds0QDwq3hcPODj+ASjwQ72vi0c6gNsNujh2F0F71DWeB4AzNwWYvyUw1wsR8+PY+4XxZJeNQ76SK6pwntE4hTBSTgjO3BRg6YYSEL0RH8d+zUU04BYUwuLrA6xe3QNer4OcOLPrC7jnvPsIAPrmI1T+0oXb1E7wCUAYsO9vGIgNyAZg4ESE3r/w4GQHZsGxFXDfQzQ7hH3fIKBJMXph4OUW/K8E5uEXRHjr3m9ROO0sjlWbP5WXV7D3G1NwQgsQL2LY83UXbjPOF7wWfTTzw1i5L+T3Tpth+us+vLrWNm2r6a7WwSpD4p9s0Tkthulv+fC3YsstpAuTbNHLKJN6iqm/8RVQnSLRhQU3Lz952ymm7vMQrMfKOlNKKLYOyrLIHxoxjD+SAeJJIy3bHg8eT9C3QHMrlRJwIqKpJn7qoSKxkZhof1pxUF1NUVlH4cDeq8cYexrwthOwQCgA6dIZfoGBOzChlgH49RSj3w/g17SIlMzdMfp0uXvR30ww8MOKADm0QOSGnxOKJa248CbGkS4tC15vtjH48KAR+SLOEIDh5wG3bcJ9AwDZbmLkCUcBPeo7tsEXAX87dy/pgHgDJ0SUka5gaMox+JLob+lNXlj8hJi7w4/4qGykBeu1d1EDxJPt5Rw0ZBj8WQUVDTtM0vafYug7peEFZWc4both8HFfHM5arqaBE+IA2I4+ctocg0/68BpWPRnwn3DPmP4Zt8Uw8FROo/ep9zQvhodzDrfF0PeSp6KPVF8Zx/R3zyA9tQBcechsW8hRPeUWoqkAINgQc1BEmeWfCxC9fKz1trkNCBlx8QVAK9q1q+ycVwpywO2TeMk8GSFgM4wmHHRbQwH1XGXRyncVaOK0I/Ce8bk+T8NIRA/oQi+z4g0QPUAtPp6m8OoxWFCMA6+sxgUBqtqR5FEkOpBddVlTVp38j5rlRjhHz1JUeMSELDCFAWEcvWdyGoN31k5D7ghoKkD07LMcTgi8Wgqf6REpmWuNCYRbGjOQOAX38hXrtNP8FnFWaMLAXApvKxJ4RtYur7oS58pFp4uYAEPTzgRkUbyx+OiEDMMvlvNAggVylyA9MAWsrAEsBW0nGHmuBECNQ4EF2u/irRaGXwwN15EsndoMztFzsoFkKCi4fQaPhsYOoWxnqNPQlGPk+TB3WWlnBf5mBB5J/uRuFJpyjD7TVu+SocyAQDn2T61BjXZ2kE9jhrGnJOKq2ba+0xGcthmxBABOmGLsqXzN67uFgZNhfk6kFSdMMf5k0XDkhGDweAdAvFaKyUdLoowIkI70gdI9iPt8w1XjNRLM/MSULXKNGoB4uqFXj7HnB1aUVfZ7/ElBEw9XwEeqwPZ2sT0l5ZxXCoRxQLryyyIH5HNdDoc4IYj2DlsfCsukNMKj5ICo4BM2Kt+5HQUt36m5ha19+ffdDr+FULZ8oZZla7RXCRmNxoIGKRQK5d4p64N5iJfxmuTfF5QXYyKxUMJUchnmOwbCK3cIGKHGDWpOxNlSHtmUf67+1sHktDYq37J298Lgld21kgNY/X2K3qHqnoIMVbSNBv3vMsudcAFkVxoY0cVgNIIB5DhofO8Wriyf7XTY2emw2e6Pfdgt/u6+Xruurw6l7B2FaD37e719HV9cPDTWS9LvA/1dskF24VW3ovPArl/Mh92Vc14p0DAFTcvjhfVCOM+jUtIUTjvpiKxp0MWpeIRzkCgBbWs+WQ5DeOh1yQgRzhhoWdyyQZC9I8ktH7UtVYvGej77jKQs3w4nqThwLWuPsfhJHhfOuMCET2hpX3QaqrvA0jTvl02n/09gRgOlHfhhCDUCiT/EM1oexXC3QhDGBOJodkAvBCTU5S/uUkDbnjPfyXYlOXKpCq3VhBNNmDpzIkkq4DBkiCbT+MctoS/HmYuYepow49myQttJ7vZIst2NFNSUiD5luEw6f2R6TM4F3IYjLRZjR6DxkwMkjNVHNEqEda0+ILlryFbE+pjZc1hXmNrcUlnl5K4uiuG0ivkGjPZJeuniZUxcJCyDRqHEUB4kTPPuRrGY+zoPgIJSNSKJ0jSn6TJehbraCRyvA+SAXeT8lfPe5p0ugyRPtPlL24nxXdcS7SwHs3rPQrX+X1RqtRoGBwdxK/01uGQXuVkBI+LDgDzeLd0roTkbOs7yCftK6iIEKkTy72pdr7S+s6HT6iOuq328w1J4JX37351Tf5t1vVK+n00bddq/q/PxHJUDCY/xffZVbG1tYaDksF+Wc36nAJae3YTV6f42aP426+Ic4H/H63ql9b1COp68gluf/zfw8W9z/r7SNp7n499uXbvs/zmvFOilF4H6FaR9AZx6u3AGkA5WQMMEtBUD84tIN7dAe3vBL9qPdMCHu9YqXKxJhqtwWjFIOwFttpEcPQ4AcC69CPF4r0EjSzJahdMQNIRz8GOnwJpNuNNTCA/PiGTc0LazFIhHe+DWQpBsC0sWV5CuroG4Lvj1l4Ju54eWki6c6oW/0RYuCEJAGAN76Th4HMHdMwM2PGDSOAStPf2oLDfzejgHWdtEsrgE4rqgB/cLP7wMfXQpmrN9qJ5p5NtXAEhSpC8dA1gKd3YP+GAOr8w9B439feg50QCJU9PvubSaJ4EfGADfNyNizX0XWxf3o+9UWyR2cbJzi4SB9XjgBHAffR6s3YYzOgI+PQHuOYhGKwhWmiDtOBMG4of194D1ePCOLiI5swhQB86hA2A9AWoX9WPg5W01PrK09g6AeQS9L2+CvXgUPEngTk0inR3H1kV9GHypAaLh23BC0NrXD3CgeqoOnJgHq9dBPB+4/BC2LunH4At1kDA15kjjwgGRwvFEzeCjc8khrF0/huGna6BhrM5tOCGoXTIIr8HQ8/KGCLNdWBZJ4MfHsfb2CzHy1Bagp9ekQO3wIPxaiurpLOw1ipG+dBQgBNEd16Oy2AASZszDjSuGUF1LUcloCOfgx0+DNQSapzM2Cj41nruBPAcblw1g4FgLTi00eBOP9cD72QtgjQbc6SnwkUFxGO05WLtmAMPPNwWNdmGwuX8AldU28NMnQYIA9OAcQAhY1cPq1f0YeVbQ6HOqftEQOAV6v/aomI97Z8EG+8CrHpav68PYL5pwa/nBNgDULhkU6VTveRw8DEF7e0H2zyLt9bFyXR/GH28Yaw4Ati4bAgAM/2xRyQH3gv2IJwex/LpeTP60DqdhRv5sXD0EmgBDT20oOeAMDSK+/ACWbujB9E+2zXoosHr9MJyQY/gXm6Bb20hOnRbr8fVX4swbezHzfVGP3p+V1w/Da3AMPbUpxqndAF7CjuWcVwrxWBXcFaiMbLSn9ACI+T7Q58NfzVIRVgLEWVrCeLwHdhGXgMRhkVuTZwgErEfE+pfRANoBEwf8eQ+QmFtEq0fzH3JCkAwE6vNgqyr+zHzYRj1yN5lyQdMfKD+ue5SCxwB8D/F4T+FQzgkZ4sEcuZJwDj/MJqXjIJ7oz+P0M9+l20yR9Gf1ZIXGDPRlcUDK+3sQTfQa/PZqKeLhIkJmZUuLivA9RBO9Wf+BynoCFjgioTwAwkTaUzhECA3PA9ptkGoV0Zjgh9NOkfYF4LJtWkgt8yn48ABwZhGEEiRjfUgDB9WV2DwAlPyMGJyQIx7theu6YmfRU0XS76NnMUbS5wF95t0LJwsTjcd74C/6QB3iQlmPh56lGMlAYBgZhHN4WchnNN4LGqWKj6AipWIyGIBwX11+AoBgQ9ypiGaEoveXsh1xHKH3TCR4LYMAsqJoJnrFODZyQLdgtaVojGiqlQQk5cZ88xcDIFMKpLcHUfadik5bEePGNBpORMSQOvvo70U42afmR//pGGnFLQA9uq0UzmodKSAubo73KvTXgZOCJq2YKKF+LRHh5Flhg32q/YPHYrCKgyjoNfoZbIk82cR1wcMQxPcRjYtnBo8lSHo8EAsnLdgU/ExH+oCj4rN0pA9p1cXQL2MkfT7S3vweBeEc1RXR/2i8F/5CADSbIJUKmO9g5IW4tJ7eM6KeeLwHHgCcgvCAUIKR5xKkvZ6qR5a+hQSE5bKFNXZ3UnDOKwVZdowcsCMytIVRdpKvyi6jj0jMwD2682HQLiKRjOdkO+32y/9L2mdHo+iRMnliHD0cief/63zpEJEk6uUF4WJH0eRf6H9TpRAIh8pgRlOeoXtmdxxsOkAkyolF8nnmO+A6Do8eqaPTseKcUAejMvIHMG+G61DhMtpGT3vJi30X74WRy0L/nXcC5hzR2mAA7DFuYicR83xEAgnq0WainRo/oB2qAjmAnNUncdBd7I8qJUmP5H2HQmSRcUeEa+3iebgwhxlKzbh5lyi7p0Ag7jcoRZnxTr6P2Dm8s3c7UTlOBEl4x+gq4+6Rxgv1Ll7sl9sqz9HcsX5+liB6AMAEAnFZ9JWs34go20V5TdxoBtBReJWGTJblBXgFdcnirTXh/uLlPLrgLIsRGdThczPuX/ufopivgHTotyZAuuG3dAy3Mw6Ly9umx62TEoGsmpJlQyMpV3mQwbkIMXWoiBqychwAIrw0rXoitwExs78VEstk7ZRtUnXr30u6lOfRR3qWsez5QqRal3Eu4719OS7/wkpJylEUXPI7Rzt0lEq+rC59LZSMjdlY5EKQd5g3+o1mvZ26wlGKo7ybZf2R7SnUSa322Apc649BY73bjsraMdxU28V3b/8uF3mHx+z1sqtXdWn72cqv14xSkKX0foLNM/tiT7eyAwc5IUh7A5CpcXD/FbCbdxhUe9EZC33niaB/b8SXl9HpC1NauyXCqQzPRU1Wbv6v11lQQFxah1lazCSPtuBEYB7JtJYKr4oxcamJCMwZkVs4E0L6rqqMF0xrE7RdRRdUVgXRob1XT2ijw1jofOx0N8MeP8UK7X36GBg/dt80Zavzezcx9oqOcQTHVuBuhcbOcKfSVTBzWLvCojLRlUCn3ZRSFpSYPNf7YHdzp7S0nXbWnZRIt1LC41Lh3mk+dvBK7FZBlL1fnA/tjv6cVwqciIxa9b1BgamciFR2ZSnrkqpTxAPKaDoC4lU9A0QPEIOaVl1sXjtRSoNKgNa4X9q25oRfCqJHHAfxYDlNe8wzUjcamdf02G7NkgyHXQUfbdel90N9TTPgPc3K7qS4dOsqGnJzYDFpgROYgoKLQ05pObOKkx8wZxj6NGJgvtgtcGvRcIcg6XVKodDLQPSQCX/JZ70vhHGkPhX8JEQpICmMkh4N9E1zC6U+FTejbaPbETRlMeVJxVFYVnaRIHryHZLnqU/zNIz6PHUcAeJn7344FE2uLLT2yTnAxc6Ft0PQKBHpZS18I7OBxV24zPqm+iMVWMnuTtJK3CXbiGAOEYgCWl8UiF1JmlJAYDZxG+AvU6wKZ0yrA8gA8byiSBSGhql8VD2OCaNusKXkXZKmoGC19+nv59qcK1VKBB2VdWF97nLHcM4rBcI5GpMuVt4SFUCoOAUWb2bYPFgU1tt7MhA9G4mTAmfekpbS1A5UsHRHXExp6BGcuT1Bba5Iw+vb2LqAFoQY8ykW3xmhvrcIwkWrFZy50VOJWuTESXocLL47RGNKO3DSmpKO9OUTJXN3xP0OFn8tQnNca1uZUaMtuHjAwZn3R2iNe8ZOoCPgFgfaIx6WPtRWiLA6iqkBUMe5QillgYPlaypoj/jiNrKboX9SIOp3FBCa6CdVgvrkuzhaY65wQWXomIRxLF/jY+GNbmF7Hw84OPFemLmts7J4xMf8rV4BXj0cdnHifVwAnmULU7qVFm/0sfj64o3V9piHU7+eIBzylHAHBO38rR4Wbygq+nCmDyc+lCLuc3M+Z4v79Js9rFwbFJXy+AhOvJsWQdcIMP8mD+uX5MEB6qIedbD4hgwQjwiBFl0yi/Z0H06808XaZUHn8aWmYZD0ODj5QYb6bJEHq5dXQYcGC58nPQ5O/z8ZMKNllS/dEGD1DZMFmrjfwcm7EzQntXmYlTNvCHDqbZUCIF405OLEXQytMc8QppwQLLwxwOk3+wWY83DExYlfZwiHXfWs/D3/Zh8LbwwKc6o17uPYh3hpmsz5W32ceX0xV3hr3MexD9J8rLW2nX5zDn6ol/Z4gGPvdQsGJycEC7cEWL1Sq2eXXqRz/qCZE4KBkxF6/5KqqBBZaMox900Omlo4Poxj8GiE3jNuEdwu5Zj7OkDjqMDkwZeaqGwEIjoG+eRxIoZ9X3PhlABdpeub2HvvJqKRqvG5E6aY/ZoAxNPfBQCs2cTMD0N1aKiiexoJZr7qw6tH+edal531baS9w/kHBAKo7ms+/E0LEM+w3k2oBa+eYvLrAYLNxHiXXXRL0d9KMPL1HkFDMmEkFYkNiMehQOiGX0xQnW+AVVxwl4qMWzFDdSk0YZiJyJPshAxTP3BRWSumLxx+MQVzYVpMhMDdTjHxwyIoICcEo8+mwrK2fP7BZoKJH/jwtmNjbAjnGH26eHMWEIB4Iw9U4DViw/VEGMfI0xxOzAt0/nobwz/uh9MS800cDgt+jz7N4YSssLsgtW2MPjYBGpl4W5wSDD8H+I2yzF8MQy8l6hBUunQIA0aeJqisp7mLEbyr39xpM4z82EfPSo7jIxXawIkEvNlSvJd9cdop+n/Ug+q6Od8J5xg4xtB/0gTR45TACTkGHq4i2MrXlarnqMhMpy4kSuyjFsPAYwG87diY04RxDL4sn7UA8RoMA49W4G1r6ypr48DL5caQ22TofzqA07YA8ThH30lkWfOKNL0vewrcTj7PCUHPIoFTkkveaTNUF3yQ1AT4AwB/E/DqmrLcpffprHcKDz74IN797ndjZmYGhBDcc889xvecc3z605/G9PQ0qtUqbrvtNrz0khkcu76+jrvvvhsDAwMYGhrCRz7yEWxbYE1PPvkk3vjGN6JSqWDv3r347Gc/e7ZNBZBvNd1mWro1d1s5SJryT9McRK+UppnRWEymcQpvO6fRrRevkRTA2ADAnRhDPFwprcffymkMYcU43A5tCzZjEXlS4tMui8YgjKOyFud5kFUlnc0KknL0LIWqbVwt7hKXjdy+MgFsRhPT/VDY1lJHuIZckaWsstoGeeEY3PWGOmMQYHsAmDZm2WckEcB7TsSUgJBtCDZjVFeKipkmHP0nQzghyxVVZpFXVmP0LEfCzaT7elNJkxaEQmUtRmWtWI8TChA9hUQqybhA8u1ZCs3DWgC0FWP4pVCMqXQ7kUy4nI6ytlk8b7cxeDTMI5AA9c7+0yGCdV2AyD84qvMN810ZD4Z+GSLYSLrPD6IJcsYx+HIEt1lESQ3WQ/B2WKCjqQB9k+tUXzu9ixG8+XWzOi5gQ0afaReifEAEPweONc3PuYjiGXu6LVJyGlDxAkSv/2QRfFDSOBErGACDx0IBTGjxw2skmPh5u2BUAsDwS6ECJrRpph4p0hAuwAKHjoaFNe/VYkw/1FbRSfrZ0fgvBM3ZlrNWCo1GA1dddRX+w3/4D6Xff/azn8XnP/95fPGLX8TDDz+M3t5e3HHHHWhrcLl33303nnnmGdx333341re+hQcffBAf+9jH1Pe1Wg2333475ubm8Nhjj+Ff/+t/jX/xL/4FvvSlL511B3cs2ULb7SGOt9GGP7+VD2iHLEgdIycK9WtuBO33rmjRod0893sXRtgWILvpt9zOa+cDSqhJd0an12S+ZE6tBCIpF3hDKS9YZszJQgo5kFZd8EsOIB3uETsFX7iQ0sCxzkFM14rqGzF90J12NNIFlCf+gRLAdpSO0S+S+4dLfbv6IrYPTCnJ00R28Q2LhzUaOT+08xmjMPNwX/JCKrvSiDXZrS6Adx0Pqllel5wXdiSSajsl+YGndZCs903R2dWVrA17/ch37jS3S4NOCg/lf+o7nsIhbpdy1gfEr5DeaF/pA7ur76zdR+94xzvwjne8o7xOzvG5z30Ov/M7v4M777wTAPCnf/qnmJycxD333IO77roLzz33HO6991787Gc/w/XXXw8A+MIXvoB3vvOd+Df/5t9gZmYGX/7ylxFFEf7Tf/pP8H0fl112GZ544gn80R/9kaE8zqpYi8EOOySWJdgpLps02iD1Bsj0wFlPut0+tys6aSDvMJE7RVOU1dWxXi7NU+s9mtAsPcjSDTGWC2dOiHKxgZBCyKxCOyUETisG9xwwT+wghMLL32m2Uf/fEkyaJbur1Ina+KudH9Gi52Xf9bBUXZipesvniOK1tlvoGHast5/kOxn98NGYi3oYrmY5SlqujaWeT6HYSKtdmlFgFNoBrVXSai4aO/qoNHJIr1+9i6vf+g7QONPSXGudovYkTWlwRAcau212uk/B286yQAnqbuJiJ/ouxeADivWovv6/5T7qVo4dO4bFxUXcdttt6rPBwUEcOXIEDz30EADgoYcewtDQkFIIAHDbbbeBUoqHH35YPXPLLbfA9/ODqjvuuAMvvPACNjY2SusOwxC1Ws34kUVaVfJvvZSFtAHoaLlFe4YQXrwn/07noGY1FsLoZD325KAlqRb1dpdZcxpMtWElaTuejlYdYFp1ZV+XWcaSTn+l/UhhwWfuCZ7ddo4YSMRAEiayhwVZlFCZFe4I1FXywgm4yzUxfoagNq1aHoZmiKguyGwBYrVT/dlJIAGG8lBon/JvzVLWhVKhdNrV2TsxvRmW8DHq0l/NrB2XIVCzX/ouSL67yxwp3YV0ECzGXNIVmG18lVxeU32zd3nGXCtZByXjZfexE82OxpRqSPl7upYO8qRr2aUBWXjtLtb5bo1TWV5VpbC4uAgAmJw0IwUmJyfVd4uLi5iYmDC+d10XIyMjxjNl79DrsMtnPvMZDA4Oqp+9e/eq77b3+Dj2qyLfsc5E5hCcvN3HxkXFKInaXIBj73EL0UfMpzj+KwE2Lyymxqtd0IsT7/TM3KxcRHKceLuP+j6/MDni/RM49TY/z4Gb0aU+xcm3+3k0hlZIEGD5uh7DYiFc5Bk+ebtvhrhqzWcDPcZClzSnbgsQDnuqvR2FRWb1JT0OTt9aQdznqud5pgSMx1m+Q+AOQWNPBdyloFEqLFTZRj1UlmWQ2wyIB3xsvvsytA+M5m4WCIVQn/Wxdlkld0VEschcFjhYuaaCaMDNrdRMONX2Bdi4qBgpwnyKlasrSHry9JWybVv7A2weFDRyJ8mWVuC9MI+1yyoilFXjJ6cEG4cCbB4KCkZF0uti+ZqKyl+s5+rdPBigvjcAiRncl04rKIi0P8DKlRVzHmYGy9ZBH83JLFc3zXdcpFrF+uEgD3HVFOTmQRECXRxbguZcr8rVre9ANi+08ojbU4PlriXCRR7slasDRANuwbBpTQaggbl2CMtorqyUhm1v7/ER7R3V6hO/0sDBylVi3BQPsvbV9waoXWDBzRBBs3ZZReT+tlxQ9b1iDOySVASNHANdyNb2BdiesfjJOZKKg/WLAxHOa7mF63sDNCeKY5BUHGweDAohrpwQbM/4pbnc06qL2lyRBgCaUz7CIa/U2OhWzpmQ1E9+8pPY2tpSP6dOnQIgGOpvM/Qfo/k1fkjLEeidJwi2itaXv83Qe8op3jRlHNUlAr9e5LC/naK6RE3oBJLRrBC4MnpAI6XtGMF6dkhqWE6Av0nghiWWAOdwS3BMCAfcJhGHuWUl5QWhRxhAY80qK7NoLD+u2HlZVl2HXQNNsx1CwpBmc5o+dxzemc3Ofl8CcRHNIdi4mOSLgec/cT9BOKyRDPRneZWB1iTPhZtWokGC9ggpKDzuAM1JrrKu6f2Mhgjao5ZS7usF3zOOxiwHCzQhmo1hOEwQDhfrTysEjX0MzNPSd2ZtaU4TtMeyA3StfWnVxfZ+JnZU1g6iMUPQGqO5eyDbKfDeKuoXwOCBUEJA7QKgOVa+7Gv7zPsqQskBmxdzNCad8rlRUphLUL8wQdybC1HJ09YIBYIck0oqxzSgqF2cIO7TBG/G08YMxfasJqyzJqYBQe3KCHGvxMXK53d9H8HWAWqEpHJCkPRQbF4TIekt8mDzELB5iJruTCJCX7euD5XykYVTgo1Lga1DdugvQTjkoPbGFtIqhW64gQBrV3FsHC7eY2mPONh6SwtJnwWHTYDlIxzrh4sw2c0JH5t3NJFWi21bvIlj/WKn1OPRrbyqIalTUyK59tLSEqanp9XnS0tLuPrqq9Uzy8vLBl2SJFhfX1f0U1NTWFpaMp6R/8tn7BIEAYKgqOUJF2ktx7bM8Di5KEefLp7oAyKtZSGChIuQ1MnH2oXnAaCy1MKkhV3CiRDSk4+0SxeVM7+K6R+54pKWVmjMMP1QeT2sHWLk2WaBxglT7PmhqJ9GDO7SFpKJHBWVNlpABo4l++yEKWYeZAVlUQhJlQubi+ir2QeyaAdH7BCIzcLM1UESLg4iHYK++Sz094JZJFUPJGaCTse1ISRPfBNz7Pl+ZAhcKRhHn2mLv3UXEiFwWyn23pdnX9O/G326JHUi43AbKfbdx/KoI+R4PGNPZm4pzvMzhf5exMMV7P1ujkqpz6GpR4rjxsIQfS9uYn+t3/RpZ/2a/rG4Ocx8ivTQLLCxBbAU/nIDc39NVPSR7h6c+VFoQm5IYba6jn3fGVHfKSs+BfbebyJp5phWHFM/qQlQQEC5wQgD9n07Vvc9ShWDPGjP3uW0GQ58FaBJnmZW8mf4+RaYdO1q69DbTnDgKwQ0LUKZTzwWonJMS8fJAFARnXfgz4gKKdfHYeqnIZx2aoSkEs4RbMQ48D+pEfYp2zf7/ajohoOQBXP/g4DGlgxhHHvvj3MIFq30LMWY/W+eEUkk59Te7yaQIdl66T0To/LfPQPIDxDKbt+3GUgJTHbf6Ta8LwcmZlLmWt13LwNJtajLXeqGV3WncODAAUxNTeH+++9Xn9VqNTz88MO48cYbAQA33ngjNjc38dhjj6lnHnjgATDGcOTIEfXMgw8+iFgbuPvuuw+HDx/G8LBmHu6yOK0E/nLDsMQLfvzdMExblLspxgFPB7J0YxPO4y8IaOizKZ2akXXH3WyBnZhXcLp2u+xIDf3vrr5maH5heWZgpbIEIDKohSlUukuPqmioaKwHzHPyewbWItTdKrqVpXYkO4xDGfCeXMQFAyDzP5O0ZB5kyqgQbqt2WUX/tOKtveg5B9naNgS17Kv0tcs2cEpyCxc5X+1DZ71+w1fPOGhihjJzrc1Ec/cYJeV5+zUeUwkUJ/lhF1v5cF5QYjbvCoVDKR4VXUW0sdEzvdF8dyrDr+35TBNe2OWr/lih4TZvCu3iXIU4q2djBn9puzQkWQHitdPC2gLEvaWy8HTCBYhemZHqttNyIL2y0PlsnNxWB5odylkrhe3tbTzxxBN44oknAIjD5SeeeAInT54EIQSf+MQn8Hu/93v4xje+gaeeegr/4B/8A8zMzOA973kPAOCSSy7B29/+dnz0ox/FI488gh//+Mf4+Mc/jrvuugszMzMAgF//9V+H7/v4yEc+gmeeeQb/83/+T/y7f/fv8Ju/+Ztn3UEAcE+vAb88nqfWA0oZn+PolAvE0oiFLqVwcFZS6MAAyME5MAuWwKArq5J3+Dv7P5roBa4+jGSgCFUt22bUV2K55A/ngtUIo4R0P2UomjpvsnMEZM+SJBdCVFtIzKOAq9+mzlFSlVDp0C5i1ZeDrnXgo3yfDRAIGAKsEKFSMnT6QaohwHQjQ9cjQYB4/0TGM7Odqm0dQloN4W8pt9JgBO3Wui7wzPfKfpSwgpv1ifETbsBuBk6h6fp66TS35O5D8o7AUC6iIShVJnrf9ee9tSb8lYY5P7qEZhtjuEOR9XjLdbAXj+bG3FkYi/nLzp6kUykqX/PzszFmz9p99Oijj+LNb36z+l8K6g9/+MP4L//lv+C3fuu30Gg08LGPfQybm5u4+eabce+996JSyYXTl7/8ZXz84x/HW9/6VlBK8b73vQ+f//zn1feDg4P47ne/i3/8j/8xrrvuOoyNjeHTn/70Kw5HjefGQaeGwYIilPKuS+ZWeKWlU13EdRAPVuDNbyKeHirAXXQSSuZDxb85IUj6POG+KWuL1Z9C1JQ+iXQ4jUxgKwsto6OpZf1wrrBnOCWACwVfIRPdg6HjDFQ3nrlZj7SQu42dcjNpQno3Y208yy0arqGkpqwUztrYAViLkBBSEPrGs1wb65JdSUHAEu0z2Uy545JKhBUVvx1Cq4ekqh2HvhPJrE7/+ArY+gbopRfkLqYOfbF5zQnpvHa67XiJ9rdeGECoxjtbJ241hEuy1zdptLmkXIS7mB9lfYqnB+D0HkbSJ91tupYpnxOFz165OCmUjvLFNv52Uc5aKdx6663oltaZEILf/d3fxe/+7u92fGZkZAR/9md/1rWeK6+8Ej/84Q/PtnmlJRry0Jisov9kpG55SmZt7/ER1FP4W0neLypA1VqjLvpOZ+4XYtHUUvg10/+Z9Ilood6F2BwMAjSmPFQ20wJeOu+twmnGSH95DJ5/EcKpfmWRNyc8BFsp3FZqbo8dB+Gwb8B2yPqakx4q6wloXBwj7mqgb8iFWnvUE8lCOh1QA0ZkB2UiysfdjsV6JMQ4xBc8pHkYafYTD3jwajG4J24sq0WhC0ueY/cTzhH3ueKWq2ZdcyqA7TgBVDyGJnSTHkdsw6ULI7uhLoHtCgfNRGAmydu0uqCROFbuthakkLm30iqF02KGINVpqL51z/iR9Dhw2kVoijSg2YU+brSPEwHgRrXbtHLsmEdAUuHeMc4UHJGUyJHuC23XlQYUNDvLKQiSEleHbFsyOwqn1QKiBIClFLR7EXJMk6qTBRjAEMDcIeZ9D6OfVNwq1/oInoHbaYB40n1EuEiapPOZcI5o/xiYKz4v7AmJ6I/t2gGyS5MdBGgaOOb5ABVZDd1GjGiwqCQ5ESB6Ze4b7hIgRal7i7vEMq6Q7yLLxgz5/C6j0XeZu9VB50z0UadCwxThoIO165hwdYRp/pMyrF3F0Rx3hGtJ+i3TFK1RFys3iAXvtBM47UTRrLyOKRqZwhKcozHjY/lGYW3RiAm6MAU4sPQGhua4q+qW1ly0dxhHPzAId3aPSBkapmqSL76JoTUqaJx2oixBUgmwdpkHGjM4YapouEuw+JYU0aDAbKJhChqnWlRKBSRmeV8iBuYSLLw1RdzniM+jDK5awyOiLZHFymkl8OoRaJiits8FjVK4tTac7Qg0YaBbTXCNh6KOFG4zBncIll7nIRz1s5DMfCvOfS3ULs341haYQ6fuIGiNeaJdUd7fjYs8LB3R6cTnzBM04ZBon+Cd+L1x2MfytZ5xsE2jFMynWLjFQdIjxjTnaYr1iz2sXukpHz0AkCRFWqE4fauLtELVHQw5DitXeVi9PDtklIuYMSS9Dk6/2QXziOqP5NHKNT42LgrU//KANBmt4tRbXXCXqPlEIwYSMyxf62PrAl/NA5VvenQIp291wVxxSVDVFTMs3uiidsDPx1nDRyLH5vO5kbWDJBwLt3hYu6wXyUV7kfYG5loBgETMT6cl1glzCE6+gyIayuZ7O1Xv3ToQgPT3Kz7KuphPceJXBWKvmrtZm1evCrB57YTioxyjNHBw4lcokl4nH7MwBYkZlq4PsHhjVZ3NkFjM7bjXxcl3UjXWqp7o/8/enwdZdhz3ofCv6mx369v7Pt2zYIDBYAcBAuAOihAJbuAqihI/WWExpHB8ou0IOfQYCocV0l8K6+mTLMkOK/yHQu9ZpGWtJEWRIMBNIG2uAEGsBGYwW0/v++27nqXq+6POUnWqzu3blKj3NJyMmOnuc07WmpWZlZWVybBxr4eNeyRnlUiMQTAk6om8DMdu9MBfeAXWxh4aJ12QQDJN+yGCuoUrDwtvrrSO+Ofaq13s3KyOI48Y/GEbS28RgfrkOaA+w/qrPTHXPlPWpj/i4uqDwgU9j7PxKg+NRU9a74PlaCa8n9r/zxgajQaGh4fxZvsDsKkH4tjgvn7oSlxXMLIoEj+T7aTjDobDeJo8mzguiOuA9/R4I8TzxKJNiCBewMS2xbtBcKT20VLJmHSelMsitgyXNNvkO2opB5gCgYKUPB1HHgvJ5p8wK+LY4BJxEkoUHBACIid9SerxffXMhjNlDJX6CAWtlsE6XZUJQcwBLAvs4ECtj1DQcgms1zPjECLKS+bMtjOcTlcZAxmH93rZOBICYjvFOLEXnIIDQR+FOOWyoKeY3lL6cFwxBq3O4TjJ+FMLVr1mxKGVCngYZji5sTfRCK1Vwf1AWQsK7Rnmut+8sU4HSTa/FI9Q0FoVrN3WcTwPiCKwOFSOQh9FOGURYDKlj6RflgVaqQyGk9SV4DRb2rpK1q9MU6AWiGOLtjWa5jmIIp2mXNdYj4Yj8xzPGwgHAILIx1fZX2N/fx/1eh1FcM0LhQfxHthEv/RxHa7DdbgOP04Q8gBfxacPFQrXvPnoOlyH63AdrsPgcF0oXIfrcB2uw3VI4bpQuA7X4Tpch+uQwjWfec06dRxsfgrbt5cx88QOIGc/oxSbr51EbTVE+fwW+PoW2MEBaKmE4IFbsHPWw8zfbwucxFXNtrDxuglMfnsXtNEGwgjh1WUAAH/dXdi+rYzpJ7aEh0t8mJbgjLzSg3t1T/i8X10F63Zh3XoGG68dw9QTm+rNXsfG+hvGMfaDLpzlPfFsawfR3j5oqYTGI3dh+Okcjutg7U3jGH+2A2dtH4DwVY+uiABr9qkTwi1VOgzmJQfLPzmGmf/dgn3uKtiJWZAgAlnbRrS+AVAL9uJ86s6ajFswNQRnbR+k66seNmvrAOewpqeAoWpWT9nFxmtGMfnkAeh+nPwkGZ+dPUTbIokKrVRA5mfEGFVL2HrVCCae2gNpdTN3UkLQOjMhEgR96RnwXg9WvQ5MjYMNVbBzRx3j39sFacvJXAgObpuE3WEof++y6BshsE8sIhqrYfeWOsa+twvS81WcWyfgtCKUz2+l42hNjIOdnMPeTVWMPb2r0lSM4+0G8K7spDjEtoG7bsb+TTWMPr0jss0l/ScEB7dNwNsJ4F7dBQkjhJeXxDjechP2bxvD8LPbWYY6Cae00RNzTQiwvoWo0YA1PYX9N53C8Pe3VPqgFI3bx1FZ7sLebIjDza6PcOmqOIB/3Z1wNpsCJ2kbpTi4dRzVpTbobpYIi6+si8NaANbIMDCZBazjnoudu0cx+lwD9EBNdNNbHIP7nZfBDg5gTU4CI8ITiZddbN89ivGn97J5i+mqfWYCpbU2+JPPgzgurIU54RZcLWH3tmGMfn8PpNtT7ge0zkzA7kSwv/wUwDns2RnwWgW8WsLeLXWMfn8XyM116+YJ2K0IzteeBQ980FIJ5Ngs2HAFjdNDGHkmnoOEDilF85ZxeLsB3Fc2Uj5gLxxDND2Cg5NVDD+znR1ox/PWPDuO0pYPe30/5QN0aAj85hNoLVQw9Px2NgfxvLXOjMPb6sHeOgBpthGurgGEgN55Fs2TQxh6YTsXJZegddM4SltdWNvxvPlt4BIOhWteKPjzI4imPAQ1gu78kOIDzCmBP0zQ8S1YvVF4zTbYwQFItYLOpINgiKA7N5RG+kxwAIAsb4BPjYNVXODqMkAIeqMu/DpBb66uhnVO6pl0AYyIy0BbO0C3C+baAufYsBICgVkEvRGC9pSLMh0FAHi9ANgTzD4oE/SOjSh+y8wiCMsE3SkP3BE4JOSw1zbAwxCsVoI/Uc0Gh4gbxUENaC2UUSqfAHMI7G4EtyE8MYhjI5gbBbeoIFKLABGHP+qC8OGMeQDiUtfmlvCoGBtGbzY7zIpKFO1pgvZ8BW7u8pMXhEAsFEiljN7CqPA3r9vYOwNUtoZgtypIQy9zYO+0yME893UPUa8HUh9C79goeqMO9s7GOO2Kcjt577QFu22hfHkYWN8AsSwEsyPoTJewewtQ3hlK75Ekfve7Zyy4+xRWZxT2ypro20gdBycq2L2FoLRTF1m8pHp2b7JQ2qIYjUbTsSe2jYPjVeycJSht19MsXsmdlO1bLFTWKIbpmHAhvLoCHoboLNSxeReBuz+cpt5klrj1vXkXRe1KGSPxJUGv2QYaDWCkjvX7AG9vJLttDnF/Yv0+ipEfVDAcx82ym0FMvxRbd1Qw8ooNGkiRhB2KlTcSjH2/huFLTtpmd3cfiIUCGRpC79hIeo8irFrYfDWD26rB2/Wy8QSwc4uH2efLwMEBMFqHPz8MTgj8YRubD0TwGnW4+6FyAXHzTgej5RqqTwp69BdGxf2aMQfrr2Nwm3XlzhAnBBv32nD3bcx8hQI8ApscgT9RRWfSwdqbIriNYTgtFWf1NRa8HRvHvuWABz5IuQz/2Cia8y7W3xjBPRhRsrwxi2D5jRS1pTJmW6NiHAFE0yPYuXUIm68P4bRGdZw3UwxdqGDiGQp3ew/odkGrFWzcVsPW/RFOtEeVOxHMoVh6G8Hwi1WMv2DB2XSB1TWAUOzcMYyN14U40THgPEww/EIN4y8KNs9aznWhAAAggLcbYPo7Qfp3+ioJeGZwwCpvBihvZfli5SBYI6/0wE7NI6rYsJqZtlFea2O6ZbjtyTimnjIHt7PWtjH1lJxIPXY5jbgSWI12I7CdXQAA8wOMnGsrN7QTnKmnssB7nJD05icA0GYXmKyCRBzeuTVEU6MIRzzMfU0wG3G3goM7VNG6AIhLR1wIGXAOb6sHJDkR4m+pD1hEirIpXeqyO1mwPrVgqAHxJDy3EWLxsexCmRxzaeKZnsjcpiCKdKQLj0lJXwjAIf6eejJJd6ne8vV2Ayw+lv2dhiTnwMy34jnI0Uh5K8CxL0mXg8DTy0Uz35KCH0raW3nDx7GvZpf20n5FHLP/u5c+k9tXXmpg8fFa2r/0NiwD5v/eV9ubXF5b38Txzw1nN5Lj4mjAsPior93UFu2MMP2tfYRDHuSLTzRgOPG3gdLmIkjGwmmGOPlpogXkA4CJ73fAYsVGzrzm7QU49Rf6rW1wEdyudHErDYiXrMfSToCTfy1Svco3sAnnmPtaD1ZHcpuNFbvKuo9Tf65e9kraeOzLvprCNIbqaoCTfwHtHY04jn8uUJM9xTC05KP2PwtwPhtACyBJCOqXfQwtE5BQvW1NA4bjf4s0IJ8Mw+fbqK7Yej0JjsFt/TC49oUCUHjNPn8Fvcg717QQgiE3XZxHaUdReYd9Yx30hC90+qGOIxCzNhe1TzzPXghtkoubliyOmyOZi9JgbcluyVFjxCthBrheoRJMTbr1WhjvR+5OLgxBvzHUQktIQqnwqr8cSkFioEl5aT1yKtHcLlCO0ZMwJyPNcTGOSUwiGc/IqIFUQCihEeJ2KkH8OJQwF8kORLmhXXAjNq1KYixyiAxjsEAZ4hveaWRajvR3ncmr9RtDTSTfKh9KbZNCRKRh4qVb20kZhalFC57TyBAQL6mP6Z3nhBiFSIJDCu6KGXHi9UoMkQjAod6Mpuo7pTzpVxnnKKEufiwOmhXGL4eL+CHigmhM6QgjqAT5OkJdABBMVmBPT0qFmctObwknjNAQCIxZFL2b5xDVXXEDNGIp82EONS5ewkQsIxZHO+VWls0uKde0oOTAbKkAkJivprnHZWljIGmqRfGF5LGQ61WimZrWXJKjWZrbfEwjWbimJkSJ+cq7ybQuikx7pzQLDmhicMkjE3nIzDzfZSL9NAX6k8uQM9Ml//JjmIxDXKcccTYdizww/TtZGJviE6WfmRi0gbYLQRbkORoxtlVRYIqLzX9vakOhIM/xm6PyGFMbkjkBoCp6uXFOs84VKTcDwI+FUJAhPzhFWsOg+EXwwxKCzPQ0YWabN3aFbcpr4pEI05GGCJaC2nGLgFk0y38smWa4RVNhIYe1TurINH/pubSVz/crLTdNUWrWjrRHhywwmRkoY5hjVia8LGooUZhi9p6bd5ISs5XNWymk2jtLy0/LVBpR3D55vK1WoMZU4gZao3r7i2LmaM8kM0y+XXkBrdQnP5d2Jfm6CYd6o11m6EUCuwC0fucY/qFrdZAl2q+Ionc5xfMfDZJiczsFORS6SfE5aht+LIRCWLZwsOApGh0giKo158If1pltWLHUVJgS02jOuSIVZQ6iqpPi5Bn6wTHPmGqQ1ypozeopNzkVgffCsp5tiTg22rMlI87+ibienPYkEEmaIxkRByxxJuCPuikDpyEX0UyZbq9Px80iaM06IsCcRJQKyFFNeRLgz00zeyXMx7hTkPrjj9ipIJIZTFC1tUxYgDjI80fEOOfbFFYshCUdJ6knwZHxgqotcEgWLI0wrtaT2zEEtRgnZyZgFkVQl+pPGDoB/LqdpYiUxoNbIjgjAJCQwzp3Fc6VrbQ/zKUZI0jmzBJxnPKMllOCoGoroc9lgcxKdtYPKex2WLJEsLg+O12ZFoVjha3ttjghiEoWiKWzHU4JgiE7DfwmQ1iywD014qkYEDEGiikzhqhkiZwdhnpkHCCjk8iNAzWacPKZzeJ5izzLmAqTU5LSWn5nG3nmbGgiA50ayTntsiMpY/LSjLPWJd+n52iEiFSgR8y6BvyYCIXWtI2NN/uI4gWUTpJNsPZ6hv2TIpeBHCGxOWtj/c1hOuDp4a1NsP4GhsZxWyPexmIJ62+K0iiZCTCXYuNNAQ6O6UTaPT6KtTdFIpWktA2MXIqNhwI053VBQj0PW3dmWn224Ch23tJFa8bKmHXEMy3Vi3NEx3kOmEXBXIrWtCXGJmAiCBrjqgsqskUAAoRlis2He+iNWqomXmSP5YLprb3TR3fU1st1cs9iptQbsbHyfh/dMVsVspRg9fUWVl+jj01vzMHaB3tZzum0IcDyG21s3u2o23tK0Jl0sPSICFgnKw2Jp8jWnaIseafQnnFw9X2hUA4iLiLGcpG+cukhiu3bHMAiIKXMiaA572Lp3SwTZrEgZhbB0tuBnbNOuitJcW4YxpX3R4Ix2gTs9DEEC+Mi7/e7icgvzqGYj/j8FC4/IhiwYkawCa48wlMcZZdMLaw9UBN5naVEPJFn4fJ7gcZxiSkX7bbi5/6wjZWf9tM0qvLuaOMeD3R0RMPvjtu4+qEAvRFb3ZUAWHmTje37JNNpTPedCQdXfzZMlTp5p3j1QRurrytrOO1pB8sfCRAM6ekrr7zdxtp9ueyNBDhYcHH1/xMoSgjhIq/0pfcSbN6dw+Ec+ydcLP1sqAiTZK4vvZdg6w49S+T+SReXPshTwZDQPHMoLr2PYuesp/QFAPZuLOPS+4mWf57bBJffbWH3Jl3hPAyu/YNmLjwBqn8pwuXKz8UJvUjnR3LmgeGLPmqrVHE3BGKczxBQXw9gN3KuhfK2p4Q5BkTKy+N/bYEaguuVX1rH8U/PapmY7G6ExT+3YMW+1DJTZO02Fr7UFeaepB4i0iAe+zMHVleqR966d3tgXuYuSyMGzghGzvdS+zGnJLZ9q5pfMmYggHMQ4difOSL6ae7ANA+JMHH3Q9z0Bz44DRDWXMVTRPHzj/vKCYG3F2Lm0y5KO6FqduHAzDcj40GetxNg8jMlOI1cmYxj5ptMHEzKWiLjKO2EmP2CDbsdqKYTRjD7dS68PnKCpLIRYuZzLuxOAGdtH3x9C+TOG0BBMfcEh90N4jwS2RKrrvqYe9SG1QlVmoo45r5E4LQCTbuvLrUw81gNVk/0J6wJRktCjtmvUrjNQGOiZH0Hs18dAc2Pa8gx/YQNby9K+5Gl42QYf64HGmUH1ICg98lvuKhshpnwyUPsJpy8cxohJj9bgrcTZHMG0a/x5wKwxoFWhLcfYfILHtx9nRamvstQe6WpWWu8vRBjj5XgHOjpOCe/x+E2Vc8b4bEUYeSLZditHA4HJr8LOG2dqCqbIdiXy6DSvQZOSDw2DtxmDocQVDci8K+VQH1fqYMwYPw7Fkp7ej3V9Qj4lgMaqHyChBzj37VQ3olxJFZRXQsRPWkbcca+R1HeYfp5zyFw7QsFIhYdlSY7YVSEi/R3RZpP4l+c3zKnfsd5k2bIFJ/ktC4ZJw9hWPguyZegmaMYB/EZUE4OhZMXUHyvUy+QtIGJBhwnR2dcHDQnJgOHpu8UyNkwAeF2KLu+Arr9V7HtMw56aRUYH0VUdfoTKQcIODiIcAtOeIp0wOvuh9pOTZikgMq66qqZmKq8PXPKU6sXYfjFJsLRcjY2sZAs7fiZQCKZP5HVi1DZEPMTzI7AGqkKV16OLLc3ydfDUN4MVO09blvi/pw/JKSdANVVP2X88qF5ZSNjBEpu4U4X1dWekpgowUlyfeTrAefwNtsgHR/hRA1RKda+I476pZ5mr1cglz6VRly0WUaJ15zTCJTIoGkRARM5vA2Cp7QdwNo9gMLiufCuqV/O2iavkcqGDyopgST2LLJ6EYYvZndR5HOX2rKv5xThIif5yHmVTyRMvn5FVw4BsT5Gz+WEUkyPIxeKcUbOGyIfc+EGbwJ3r4fRXpZvJelTihPP83XvozxI2pc8aADUif4Hewnk8Ac57EraB33iTAd12UtoC1U50Av05PXIe8jE75lngbmSbTZPFUxqiyHjWNbOXBMTDTK2nQdnF+HHF9r6HhqTDF/2qEjdJAuIPO91kj90zs6HVEHpbLXBnjsHe6+rfZvtxHSBJ34R2/s0GxlB2l6deQImgZCOBy0YExkn8ZTK295ltJwzgPGQWao7/S6IwFc3YO93C2mun8dXP6eNwsNuuTxJIAxySJzSRr4cqU6lnuQTrr9PoYgj5uZNboP4Xf7gkH4ayvxhwcQz/qHlX/s7hZzmcShhFpShpatMQLb6JAd+SXGDTkqiBeaIWCNqBYdoTEdoixCeQxxgHgVySXhpJA6Z0/WRuJgqB296EzWPHhMUedQAYgzl3M6SSaEQ8uOXH4JBvSriOSn6PhirwL7lRoQjJbVcadHns2Sl7yg0ZkgjZj7gY1BTm0p9KtziSzRl9G6S+meC9EAfh8wdAFZ2EN15g9jxwFBfn3qKQDad6O0uoqP4ByV926t6NeUuyhkEctqWf6jul6tXNFbfkRfhpKAIdR3nKK6kynoyzBfh1zOvZRAv3ryHQN7koZwp5LVhomo6ChOVR5DkfPfl+oq8ACgtJP68t1Ti0UMoQZLQPdHQSGxSIhEDtyi4m1vYAMAYSBhr9ISIewcWFWOT33nkIL+zUs4ZpP4r7Zf/JtDHJiHaggWR1JvuOJJ2SHXK50BafRITUMYxp9Uxh8Kfqupaa1xOcvhrckmV25ZvP+EcvKebUWQXQoUuTKtW1nDlxzJzS34m9xQYV8xMeTOf2h7pD4b0YqK8PvICTKPlImGlNBjxblZ/JXvNpOUTfa6173M7bIXW87salgmOIx285kn2H2pNKCrDRFuDKj1ymSaF4Yhw7QsFCE+RS+92FHevZEEu/aQrvDFy0Fj0cPERFQcQpoLLD7vYv8GAc0MVl97lKG6XnBDhPfBOB3unPHUbC8A/NY0rb3M1ocVciovvtXGwaAib4XlYv6+aCbRIhCPgLkVzoYywaqe2cW5R9QJV3Adui3aEFQsX32+hPe1kjJdxGC/jxD+Cqo2LjzjCu0RmuDkiThY1JwR+3cblh130RjKPlJTh2LpXVlLP1Td7wsNHHh4CbN/qYfuWUmbyi5lsULNx9c2u0V11604POzfrXh/+iI2VN3qpq6Jsotq808PeDR5kl1QA6I06WH2dJ9xypbHhhGDtvjL2T8auyVKq0c6Ui51bPLgvraT27uRwf/2+Eg4WPKUsAOjN1LD6QCmjD4lxrt1XQnPOQB8TY1i7v5ziyGbB9XtK6ExkbUqZNCFonqrpN7Rt4V3THYsPuPuYiZJ6woqF5TeUEFTtzJwXKwC7Z8qgtSz+ViIcw6qFldeXEFYsxYQn4kKV0L1hUsPxR2ysvLaEqJTzECQE27eW0LhB8j6KIahbWLvf09Y1JwRbt5XQOF7ScHqjDtZfXRKeWZJ5khOCrdtLaM3m5oBzdMccbLxKzFtCU8m/7ds8tKf1eeuOOdi8o6QrsFT0R563tG3jHrZvLSl9V8ZN9gAbUED8WAgFp80wdJGmyeVlTaN6laC0lxstSuAdMNQuUy0hPYk4aksEbiPZVWTv3P0ItSs0NTWktvaIo7ZE4R3oW1u70UVlmej2+JChetmCmySMJ8g0sihCZV3EKyIBi23tcRuaUZyYXQ1NIdrKUmGQjAENOWqXbDjtXDL5vDkpXtSciHAGlVUKq6f2Mw/ygT71ObydOJE5z7SgRAtX+p7eXwCYDXBLKi8p2xIJ3eX2isUAMCfTyOWxZlbxjo05al+StkdeXH9upTCbICrxVJPnVmbfjjzRhvw4cosg0mUSOAGCalxXTmmIPIpgiCsXxMTcAf4oR+TldpMAeMlFd4Jrl9i4RdCZYQiq1Dhf3TGq7OYS5tJcZAjL6i7MBPJO2h9lYG6220twwgoBaE5gczGe3UmRY1stFOiNwHiXKHIIunORcU67E0BvRGdvoUfRXgwz2pGGoT3L0R3Td7NBhaB5MkyZddZPoHmcoTOu1+MPURzcGILbuht843SEzoSO0x2hOLgp0nbU3CLYvyky1tMds7B/Jkr7k9TFbIL9sxG6Y5njxKBms2v/TAHCHXLy+5lLneyRMv68OVCdtxtgalf3ViGMY+JZCUeap9JmB5PdSFmgAAAOTD7dTX+XgW7sYvIZVaPhRMRUmfpeLzOxyMzND1C/2BYXbSwCzrLwFHYrUjx+1Mbrh5lWL8L0dyQvDYONVD44JZzD7kaY+WbmjZGZadR+y4zH7kSY+RZTiDNtX2j2vnKaIRa+GKkCJK5v8vtdo+bj7oc4/oUwY67SN9NPxjg54efuhzj2JX27ThjHzLf0gImEcZQ3fCx8UZQve0UBwNz/iuc6RwaV1R5KWxT+mTmFkdGI49hXpf5I41i53MBip5rRQTwOJAIWv5DzSEm8j1bWcfzzNQUHEN46xz8fmDV9zjHxVANh3dPo4+RnmDrWeXTNZTnEyc+YzSQTT7fBGg21akrg7QVpED31JTD7DTUgXvK8vJUExNPnZ+6JXEC8GKey4ePUX0pxmqQxXfiSr58dAagt+6j+pVoPYRyUA8c/F+jjQQjql3uoXSVKsDyhxHGc+AwH4Ybgdhd91C8bgugFTOAkZUk8Z/iVDqprtuY1ZfkMJ/4WIKHq/jwIXPM7BWXrlvfIyNuaf0SQ3w73a2v6e87WrDGmiGdM3pIWZfI+zLS27KFkuzU1gxfYOxMqkfGOMHbyjkHpX0E75PMKZexMtmMJUoGT4OUZdsIk5XGWmILmcYSsnHzsI+28Kc9MTE3k2V0QmS6VuwkEZtNdQdnqmZN+ppCHojMQgSd9J2m3JOoTSyiuT60k19w+NKI4MOSZO8/OXoqcGGTvLfmdcfcq4xiaZLyZL+Gk9BcwOM9dhrPTNuPEQCPzOyXwnhRAknCeCoT8+VZaVo4WEUeyNdbjs8JdfD+45oWCTFj5wenrrTAoFEUhhc4084e1Jki/5xmRpu2T2s/seKvPE/NMHNcoZEC8c2Au1Q7C82UrdcqMO3dIZ4K8Bt8P8oyhb8wpmUHKdSXNTwLdFdUr7RAU+7jB5TM1jSXf5hhuUl9h7KNc3xImbxT+Ju8ruW1FLqlJn5C1Ffl2y0Al4d+vLMAodBTvGlk77icYAEXYyeX0ow/tnUkGDqB4mNZcEZ75wL2gDp69T9tqEZChGrin2/j7lZuvw9ntINpv5FEAqP3Jn6cNXCcxPBsAfizMRzIomknCBEwaKzc8y+EfJki0RcSRugaaypXbRBRtQhUKhApvKvmgGfHfIr9BzOziLW6+TWk/pFvFab8ShjagdlHMmA1RQwGtnsMEimIGkphg0cKWzwOATCtUdhkF5x+J4JHLSHIxJAfNPC5D1jYVk5hUxqH0YfDa0cxwMoMjqmasCfUEigSuRNMZ4zAReVK3QbiZeIskpPPrQ7lAaDAxyu6noniO/NoropG8YpAXRkVwVM05j8MpQe/kRO4DeZ1nfVAErMw3iPTtPwBMim7xx4MJhmteKLibbVg2E9I9OTRWJjgJKMaBOF8B7/bgbrZEYhn5oFlaoAkOaXeFrZNzWDtNEL+k43ARdlrJSRCHIODdHpzttsDhHIhEMDpx1yD+1rYAywJvd8TfUQRn4yCLGRSXzz0HUcUG7YTxAbTYObA4OQdvteFueEizpcU/uUU08wdpxmkUk7osNfGOECpZyG1wDoQRosQVcr8JL79QijS3Tif7vefD3WxpbQQgzh6S0AzJXMShQ3irDW+9KRUqa+JqOaTREp8wDnvzALZtHb5gwggslMZx08vq6Ne32CWVRwzOZitrT792hhGiOIUj2W/CzX8DMwNM6SMM4W40NRy9cVyk44zLsPaaoH6o9if/e4Lazc4zlLGXd5qmcQkjsKRvBy24mwZt2zAmvBnPWRDC2WgWhwmX6/QDRLF5hu434ebpNd/GeE2n89zriXHUBJk+HykfAGDtNEE75tvzMpCuD5b0r9uFm4xh0i7l4+wZOWiLzTtnsLabsJxD2HiMG/ba/b9LPudFe+J/5tBoNDA8PIwH8R7Y5PBt3nW4DtfhOlzLEPIAX8Wnsb+/j3q9XvjdNb9TILYNQgbrJo+iTBoX5C7QcBgHWOw9Qy1xsWwQPCn+C7GdpLCszBjk8uT2CW1Z1ZZMdSvtIwTEMt8J0PDkugbs1z9KXfghx/7/rX2T0iH+U/brn4x+j9rGf2Z9+yflAz/MGMZ1pc/61R2xgTJFXvNCgd1zM5gtXUgxbc1isF++imhrG9bIMMJbTgxUvtXogT33AwAAvf0mRFX9UkpSb+bpAtjPXkDUaMA+No/W7bMAhCsfCWPTUTyxTNq6OpfWEa6uAYTAOn0SvOyCWxYQHzozAzGQkIE+cw6s24V9bB7BsXHpZfwzsXFKtmRnZRfhpSsgngd+503C/VV6b4q7Q/0IePoH4GEI6/RJhFN141gr8ZO41C8A1ugowpsXzbbrBHhsNmEc9PkLYK0W7OkpBKdmsv4kdclnDHE/7c0DROcuiAV/181Z3H2i1iHj05ABz7wM3uvBXjyGYH4sq4eSNKmQUj8B7BevINrdFeN49xljvgC5beAADSLwp14EWCTGcWLIWHZ+DpwLawjX1kGHhsBuPanfljbMt9XqgT37kjB/nj2NcLik15GjDXDAfvESojjXsj03i+C4FNpa/jZXPw0Y8PRL4IEP+8QigtkRM16uDOfKFsKry6ClEthdN2neRoCgP27TdIxpNwT//g/EON54EuF4dmnO2EYI2qTPnAdrt2HV6whvPdmfFmOwmj2wZ2I+cNuNiGqGCym5sQAH7OcvImo0YE1MILxxTn1fAPZ2C9FL54UAuPtmMM+G1eiBv3QB9KaTCOslde6SvrVbwPcO78u1LxQ8C5FjI3/QqdlkOYBEUlsiQNxhxMAJAe1lkp47VprIXjsAkwidcC75dotorIRxEZ/FpuJfcpBMkN5YTttHKKLRKqJKFm206JCNWBQ0sb/aFljJMvc9bzaVbhkzzxaX3pQPVJykzHTvYosEMKbF513aBgD0jo+L57I2ZlExhrRgnnJtsJIxsW2w3C1Vd6MFsr0H/8Y50f6kzZINlnk2mEvNB+BSH3lIYccHzbAsRCVbP1iNx0FxeUyirhKiJFcxeU/Jh92UivsncOx0PJJxyB8yp22Nx4JYFFHZ1tqieKXEgpUG0li4dtoveYzz80wYz2gRACgVARWLHAfkcaQEVjIGdm69FDFDjuzWO6WISrZSFycijDV95QrI6DB6i2NpOakcdHT60OpAPCbJOFlivaT97uOgQHtScpyYDxiryZcjzVlfniOtI+6oc8Y8C2yyAqtyBn7FSb/L18vDwXYi17xQkH3W+3o0EKhRUvNalQGEtlrwHFC0GcVPniPzEAnFoXCS9IaQ7DYvTbZ7PL6xLIW1TjUiqZ1yP1Piy53HGZnsYDtdHaSxMXqW5MtOZJCrJrpRvxeX8FIvLOgeXMbghKYF61ggScau5DXXv1WYp8xA5bbLCdMMQiNtvuSJVOReSbjkvZQfwzwQogjIPFMpcnNOlIysYqSebxyGS2L58tIHOTounLd8R6XnEj2aYh9pnlr5cTWNcX43aBFgbgpRxdXarLXLpEglOIe4X5vGn0uOD+Jh8YLq6/mUF75ynYe5snGR+bFIeBE+eEC8a18oxJPNLSi3CzMfdPHcNJDMItrtwuS5EYeQFCe/kAjjICFPM6xBPiuQrsInW1/FHVVyPwUgXFKdLOaO3A7mUj0mvNS+5FurE4J2AgRjZXN/NA8Z1e0wP54mJqMtTCra68/Vi+8ZcJYtXNPizmtA0hlLfhcYjJaAkZKGkytAYeSK1irVRyLDPQUCpT7llSwcEmAArGyRF+0W9MIEbsrUTTuFou4ZtPeiaKt9BZ0kjMXcqB9p7ShkcNDw0jqIjjswEMCfqprbkvtOuZ90GPRRCtMif1hfnUHQuHne+7WlcHc9YDOv+ctrANA85uLS+2xEXhbzJSHCK29z0yBp8qJvLHq49F47y+kbv2IOxeV3Oti7MU5zJ43g/ukqLr3HFkHSctrf2n1ltOY8gMV21WRhlkvojTkigB0XdtEkMfvWbWX4o65yIQcAaKWC5deXlXScQBzc7oME7RnHyKSj0SyInr22B3J5BWHJwqX32ehOODmN3KxtgANhVeD0xqRcyCZexrPLd/6wjYvvtUXu3jzjy7vUxQs3qNm4+hY3zVEsl7t1p4et20vK7i6pZ+khF1E5DgiYmCoowfq9JWyfzQU8IwTdMQdX3uohLGfB2BIf/dUHSti9SbifyjmaOxMOlh7yEJYsjcGsvsbD3mndptya93D1za5mimMWwfIbREC8/Lx1FupYeZ2nxephFsHK60pozRo86ybGsPpAWTXBEUG7K68toTOVadMZoydo3DikxpOCyFu8+hoRWE0xN/ZhTkHVxtJDHvy6miubE4Ldm9WAeMn7YMjG0k94aSBD+QLa1u0ldE5PIg+9EQdXHyzpebcJsHlXCfunK9mzeK2kgQxNAfHu9NA4rs9bd9wRQQkdqowBpwTr95RwcEzH6UzEQfSsXFwqSrBxd8kYEK8z4WDj7pKYN6bS4eZdJXQNAfG60x427ygJc7MkDDgVY9AdywJdDipsjywUnnjiCbz73e/G3NwcCCH41Kc+lb4LggAf//jHcfvtt6NarWJubg7/4l/8C6ysrChl7Ozs4CMf+Qjq9TpGRkbw0Y9+FM1mU/nmmWeewRve8AaUSiUsLCzgt3/7t4/aVABisr39CMMvWlrKS8I46q8AlS19z1jajzD8gxhH3uKHHPXzFOVt/Wq5txehfs6K7yPIjQCqqwxOi2WmoGQxBiHslriNLK6rx9oUA2qrESxDZjju+xh5haWaetIO2mMYecaB22BGAqBtPyU2f2Ec4S0nxBi8ZMGRYiZpkGPiNOCoXbBg54Po5SFZP0QEwqtctWB1DVfvmT7+qfko1DVSACCRulOR66SyY0yi/cb/hNlGWqQEIBygQVZ+KoRJXAdXx0Aw27g8kzmEwWxWZIbv4/qRpL5ITEppXVmwvoSJJ2dSYY2nTFwRtI6NsBrTGZeZMuCPMoSezEAyNL9mTlrfmYsQlmTzSO6j/G6ESAEBc2Ye5iAbS0nzZQ5BWOVKYLcEgioQlXV7OLcAf4SluRLS+jjg1wF/SGpoPB+RIwLvaYmkCNAd5whq+sIJyhSdXOA9cXsb6MwwUU/OlBlUKVrzTNwBUs6cgPYcQ6+e344R+EMUrQWm5B0R/SRoHjfgAOjVLTSP6/WAEhycjNCr02zH3cesJcORzUetVgt33nknfuEXfgHvf//7lXftdhtPPfUU/sN/+A+48847sbu7i3/7b/8tHnnkEXz3u99Nv/vIRz6C1dVVPP744wiCAP/yX/5L/NIv/RI++clPAhB3DN761rfioYcewh/90R/h2WefxS/8wi9gZGQEv/RLv3TUJsNthBh/LtSJGcDYS9klHFnrdPdCjO8nh8iqLXj8hfiSW26QS1tdjPcE9eXtjkOXkiBpuZwLYQi7HQmPI0LSwHYk5Cht+kr0zQSYH6B2uSMOs6RXNDQE+JNNPEnuZg5hxrItWD5TA/z1gcTsYfUiTD0VDbS1TvpvtyLMfEsScDJuPiBe/M5phTj2VTU3cDKuE8/mAuLFzN9thDj2lTA11zFp1zb1VBzcTpkbkdf52JehmKuS86KZb3X1PhKC0naAY1822Pc5MPtN83gmAfGU3SqEaWr+qzFNUZUhVC7t41h3SDv8pQHDwmO+WSivbuDYV4biRmWPLZ/h+OcC9cwr1Xw5xp9uIBz2FFOa3Y1w8m+EYjSI+YITArsV4fjns3mTx3T82Q7YQVPD83YDnPiswdTFRVBCOSBeUl5pO8DJz+TOR2KT3vwTXdCeId/yhm8MvEcYx7Ev+8Yddm3ZR+1TUN4J+iA4/vnigHhDSySNmZQqbhE343CO4Ys9DF0Rplx5zKjPcOJvDTgAhs+3UVu2tXck5Dj56VCJ2TTo7ekjC4W3v/3tePvb3258Nzw8jMcff1x59p//83/GfffdhytXrmBxcREvvvgiHn30UXznO9/BvffeCwD4wz/8Q7zjHe/A7/zO72Bubg6f+MQn4Ps+/viP/xiu6+LWW2/F008/jd/93d89slAoOogDdCLvd4/PVE7RAkkXe3KOkNpKCbgdE2Tilsm50HQoVQ4307OHvp0r/vswu+qRgIvti2bbzJdjsLmnxK1RbZ/qckIwf9icmEQI58qZgixw3Etb4M0WgtuO9w+nkeuHvPCVA225rhxTV8Za6jONGHhHFRCHHTQWvU/HMRdeQzm4TnZch6TFTJi1+WBbVYDEbkkSIiZgqh1b8XLK9zlnopT7VXSYqgtyFU8GuR19gwIW1FN0SAsG5GlWHN4WE7KS6EhqX2EGPegRUpPvFEcVGbjaH/m8JGlb0blXEfzIzxT29/dBCMHIyAgA4Bvf+AZGRkZSgQAADz30ECil+Na3vpV+88Y3vhGum9nd3va2t+Gll17C7u6usZ5er4dGo6H8S6GfgCx6VzCGsq2TJyEXZLSYGKnPQAIWa+Sxm2kfRs+sTKOVbb2KVjnIYS5X22ia4fwZxUDQRxj2K6toofVrQ3own8sgJttz03GRTBGy2SeaGgE/Nm0OTCfXK49V0k8CbfyVuuI2yHiy+UJuKzksBAHU+kxtlccjX2cqmChRQz9wKLStjLWyW1PrVcwwxDy3Jqaq9PkQwWbEK6jrKJA/QB60PMVkWPC+iB9kykD/uoyHv0flS0cZnmSNJM0bcJcA/IiFQrfbxcc//nH8zM/8THqtem1tDVNTU8p3tm1jbGwMa2tr6TfT09PKN8nfyTd5+K3f+i0MDw+n/xYWFvSP8spqQQjd/LcywSiEz6FqxyED7UZCGBCItJiyxwaPL3hFKqPJuxwm3x62yIzvSLbQ+u1kZIIZFEyLRtWSixeVctiWW7xa+5IgdnKcfqntRi+VXJ/DmoNgtJziFy76eBwSTUzRNIs0XKkfSruSNskCQ76DQc1jqJsScu1LK0Gm4ec0RGUspMN1rX1y2w2ab37Ho5nHYOiDSaBJY6DsBpg+pqZdhiKc+oEk/AYxbRXBYeulH+R3Mkept/D7f5h8zITsD1HOj0woBEGAD33oQ+Cc47/+1//6o6omhV/7tV/D/v5++m9paUm84MJbZu8GLz2hT/9Rgv0THnqj+ql+MGRj77SXMuyEYJlF0FgUnhXpthJIiSKs2uDxRZTEy4REPE3bmORHThfuaB37JzztzgEIsHcqTkWJROuPy3NstBbKGqNlDsXOGc+YihIAuKt6GPHYtXX3Rk/34OgDzKHYOyVSUQ4iXMQBI0HjeAFOgbbKqUhhqXjExHj+sI2gaovwB3LbLILOpJuOZ3pgzIVnUjKeAMCjSNxEtQk6k456/yCG7riDoGrI+uVRdMdtxbySCBUFJ8oOdSKHph5bST+T9vXGbOMcsLIjPEgkYSPGTHjS5NOBAgBsW8lURkKeMk9/2BYuyAYmFpWzdSCbORKcfiDTFbMIuhOOgpP0M6jZSjiHRPAwi2T9lCHG4RU9TSazCHpjjrbL4kR4rrGS7rXGLJJ6wOUVvaBqa15JIKKeoGbwmotxUvfwXNsSWsvvXlIcouMoHnAShGVL82QCAB7jJP2RBWtUotkcHEEB/JEIhUQgXL58GY8//rgSfGlmZgYbGxvK92EYYmdnBzMzM+k36+vryjfJ38k3efA8D/V6XfkHACBAZ9zG9n1hypBSJm8TbN/FcTCvL8bWlIXt+0KRz1giIG4JnNaMaQHbqdsYjbJsVdwm4sATEDsImyCJW9Sbq2Pr/kgQiaTxRC7F9gMh2pN6PcR1sX+KKkIkYby79wboDZsZPBtSffYJ5wjLFDsPBPDrfYRCfvHULOy8sQe/bqnaSJ6YY0bECYFft7D9lm7mXkoyMxkvm3JUCma09u4e/BGJKcd4a/db2LjX1uLFdMcdrD3SS90h0+IowdprKDbvlJ5zDpy/gt6Yg/X3+giGLMVswiyCjVdR7NxsayulNetg7T0+wrJ02B9r8ss/ybF9W5xXWrpwuH/KxcojAcJSdos3meuVd4XYu9HRtLu9m4ew8kiQ3oZO6DAsWVh+b4D9k062q4zPFNjCDJbeLjx67AMfzrMXQHsRwoqFq+8P0ThuCMVCLWy+qpoKjGRHFtRsrHzIR3O+IHyLAXpjDrY+1EZv1FbXGyFYe8AFHR1Jxz+hqc6kg+0Pt1NhJodCWXqIYvveca2e9oyDrZ9pI6irbqwgwNLDBGv364KkeczFxs92NDdnZhFceTfHxqsMuddPulj+GT/LBZ3gOBRX3sewdZuOs3faxdUPZXOd4RBceT/Dzs2uxqh3znq48iGWCfoYIpfi8vtEmXmBsXNLGZffI3iKbFmIPAuXP8DRiHOF90vulYd/9MtriUA4d+4cvvKVr2B8XJ3M17zmNdjb28OTTz6Je+65BwDw5S9/GYwx3H///ek3//7f/3sEQQDHEUz28ccfx5kzZzA6Onqk9nBCULvqo/LXNPX/T4AGDMc/F2Y5lZPJYxwjF3oYWrYynFhTs3yGxUdD0FAcIpMoEnNLRMiLyrovGEh82SiJ3+91Re5Vnl46E+WWXlrDiU/NpVmSEgKyegwn/oqCxqGhlcOqTgezX29nZcXNttsRTvwFBQ2ksL1Sl62dJsIhlYDdRogTf27BikM8HzaWhHN4uwEW/8yC3e0THphImjqA0naIhU/asHqhwhDBAdLJpZWM8by9EHN/7cJtxH4nHKk2P/e1UHNJ5UR4Bc39lQtvL9c2Dsw9Eal5qwkBObkAbyfA7F+5cJqhsnisboTT/7+XQIZq8I+NKY4Itas+vL92YbdDZWzsVoBb/uMW/MUx0Xc/a8fwBR+VLQeWr6ZitHyGub914LQCLTPayA8OYPdqoH6o0IDdjQROU/Kqi88U6Momjj1WAw04mGvBGhkGtymsHsPM37nw9rM2p2PBIkw800nPvZK67FaEyc+WUNrR00emIOeX4MIraPwvKimOfHA9/e0AbHdPK6K8HYL+RRXufjxeCX9nHPNf5ai9sqd5+VY2QtC/qsI5EDgpU2Qcc18B3IZK05wQVNdCWJ+qwm4HuYN6YPbLFpyWnsKzthzC/rsSrF6glEVCjpkvOnCbeRyO+pUQTqsEy/eVemjAMf0lJ50DGYYvhvD2XFi+uh5owDH99zZKu6F2Tli/HMBp2yBhkLZL4DBM/b2L8naYjs2gm4UjC4Vms4nz58+nf1+8eBFPP/00xsbGMDs7iw9+8IN46qmn8NnPfhZRFKVnAGNjY3BdF2fPnsXDDz+MX/zFX8Qf/dEfIQgCfOxjH8OHP/xhzM2JgFA/+7M/i9/8zd/ERz/6UXz84x/Hc889h9///d/H7/3e7x21uSkxWgb3NEAsyATSRU+zgU3LYeqCRMQzU1D6EUk1Y5EsJPY8sqmmAaYQRUrbZGlvdXN3FBLtKV6EpklW+pO0I+ug8m1CqFYv0uzH6occnKgXd+xulP6eacpEwcn3ye4UuKQWtAtcuCrKmdaSsqwuMx540ogrAiE9qAbXFjyxLIQjZRAmXJA1u7tNgfFRsIoHOckOINx/vd1A385TAnR7ID4DXKqYt6yAgcZ5v51d4ZXkj5VjQZu5Pyv96QQobZuFb2mrQCh3uvB2AmH68Kw0IQxhHJV1X81cJ7XfavoIhz2FZgjjqK7GOSFSnFx9UnrSJElOeStI51hmis5BkI2JZPKgAUN5wzeuEW83AG20FaHACQH1mVDCCsYm75Ka0Hp11bzeypuB2OHnwO5EqHXU3OsJXnXNXL/diTB0Vec5hHPUls39dFphSqPyeiSMo7qSuRLLA+Hu+7B62b0kWTgPLeWUrQHhyELhu9/9Lt785jenf//Kr/wKAODnf/7n8Ru/8Rv4zGc+AwC46667FLyvfOUrePDBBwEAn/jEJ/Cxj30Mb3nLW0ApxQc+8AH8wR/8Qfrt8PAwHnvsMfzyL/8y7rnnHkxMTODXf/3Xf6g7CgCMniSH4pgOEREPepIfGSK5TYYkcvWSiIlDZlv1KBIFoNC+pzFmSdPu1/Yihj7IAdkg5WvvZYImxfXrhUi2aqUMdYXk36eH8BZJNWmT+2KSYpQlQejyh78Fwku5PaocnAO9YyNCGAUsVRo0f3WpjVHJBjszBxDofvIMaagPurknkimNzhnnXQbT+GaKh/69cvCboOXGsxDyQtswDxo+Uw9p0+8Oc0POH+4WWDhMpg+jcOpXVx8YmH6RW4+msQc0ek6/H6BtxkNpUjxnsmPKIAEJB4EjC4UHH3ywrz//IDl7xsbG0otqRXDHHXfga1/72lGbZwRloKQBkg9m8oOZTnryPY93DpyDW3HuY0b0m6ux9iXfSswLhEEIUNaMD/NY6VveoKdGRyQcGfrVnx97Iv5TxzyPXyQMcwxOY5S5sNTy7qwwoJiyY4HWNlPfOM3ZaEkmkJK/aS+C/dxFRK2WsT7/9HTqhdafSRuEaFE/5JvhJPcz/9xUVQHjOmw80vqJSreFZR8BzEIIfem6iMkPojwdyVOoSLGRdtSE88Ht+ZKyo3hfaULf3Ba5LsVhghytXz8WsY8ApAfGeYGQeAHw2DyQAGFCO0xiEZGQCWZgUVEWzd1M5hxgYrsul5nUKcIz5yYLEGGHLZWZAUDiKWEUWJSoOxQJojgMdNZx83jITJc5BgGmVKh7PZg8LvoBJyQNUX2oYOSZNp6MMWE6o8m3KRWgOe02f7knTXMaRSL9JJCFKTcwNFGQShty+fm5Sw/2PA+gcojpTHBxKs6XZG+4wuEweP5ofSVQ7ilYnRDOdjvrs9y2AjNf/ruBIXcLW3HMOEI5A38rxfw6SvmFCpb0Xn+of2PWxvVn1I/gPHcZduOIZhx5fRD1uRD+xajyWV1+pzco/FgIhcaih4sfJEbvgUuPWNi6Pef9wsTp/cHxUqoVckdcPmMORXPehT9sC1ORpJ21TtZEwDOaCQOQOIjeuygaJ3Qvhd5NM7j8LkdEN5UYTFiycPGDVuopopizymWsvL6sxmIhwtXt0k8D7WnJ9VTqcjRS03FqNi69n6ATe01lxGhmHIDwCrr4fipcCNF/MSfveqM2Lr6XCk8RSXPhhICXzJ4twZCFK29zFTfSBGftvhI279a9S/wRG5ff4SCsWFpQsdUHSti6w0v7RiwLzLPRHXNSnKwSUc/yG0rYvqUUD0ncZipcWK887GpupJwSLD/oYuuOCvxbF2CNDqfvDhY8LL3VTT3RUhyb4OqbXTQWDUH0Tg5j+U1utguKuxS5FFd/wkVzztXHf2oCjZMVkEsrIix73J/IpVh+k6cGVkt3sQQHp2uaqTXyLIEz7hw6z4kCEwxZuPKwq3mAAcD27WXQoZqG1xtxsPRW1+hOvf7qEto3Tys4gHDjXXrIFR5g8jsCrN1Xwt5NhoB4YzauvjkLiMelOV27r4TGCX0O2lMuVl5f0gIZJjRlCojXnnax8oYqyFBNWBYknLX7SmjN6DTfmnWxdl9JUQI4EV5w66+Og+gRKGu6PV/CxqtKOUEvlND1V5fUdT2gAP2xEArlnQgjTzua9xGJOEafoagti4B0XDpksjoRyluhCFstRagkjKO8FcJpiPSA3M0Iv7TtY+RlqOaI2Ow0+qwIopdfWO5GCyMvkCzcdcLLA4aRZ22UdyW7dHK3wfcx+nKkmZAsn2H0Ow68RmTUimi7lzK7FKcT4fingerVLByDafHL5VldjuEXbNidvPtPsd3T7jIMnbdBe7oZguRjHyG2jzLAbhLFNJHgOi3A6ujmI8I4nAOqJ5fhgN0Rbdf6xiBwouz7hDk6rRgnv1tjHHZbBMbLm7isDoHVi+uXxpKG4h1yHkZgHJavh1zP6hLB12SzFcnNvYpA0DhJEdxxClyO7EkIIo+DFXgfR65eNydAMMzi8OoFuztpFyfOjGAMWJjMg9zOVLMloi6t71xE/JQD2GV1AcxVTWuZMAOYQdcQ9we4sa6wyhHm9QwOMFsE3tPvQwDBMEek6yYISwTdKYbOTVOIqtL9D4ugN8bVAIMxBBWC7kScG0JSAEAJ2jMMQYVoOwW/RtGZzpkX47FszzKEZfXMcxAgfJBDgH+G0Gg0MDw8jJ+45VdhO5665Uo8OSMu7LChCEjH1jbA2m3QSgXk+Lwwm1AKEkUAlbJzQUwuK4kQ1fy7zwEArBtPgZddaCk/83UzABeuiJR/o6PA3NTh22AKkJVNRFvbACGwbrpBZGBKyivCiTjYyxfBAx/W9BT45Jg6BiEDO3cJdGQYfHY8LYtu7SJcWwexbdAzNxhNGGm9SVlBhOilCwCLYB+bBxsbUu2/ue+TZ2R1A9H2DgDAqtfBT8yZvzeVdf4SWLcLa3wMfF66KW+yOyd92ztAeHUZoBasM6fAk3ScpvpiIEyMEw982DPTYFOjxfXIuJeXwQ4OQBwX9MYTwuyXx8nRB+mFiM5dFOO4cAxstAYNkjKkNpNlMY60UgFOL0qNl+gx+T3GJx0f0bkLAAD71AmwSknvv03FOpHbfVH0CwCsiXHwOT20tamfhDGwly+AhyHs2RmwyZH+OEkX1ncQrW+AeB7o6RMqPebpIqHHXojo5VcAzmEfXwAbqop3hIjzHBNdMoCfuwje64FWq8DJODKCJeFI0YmTdtBmF+GFS+LT0yfBS16Gk4f4OeEc/OKS4AMjw+DHZovXs1QW3W8iXLqa8QHP1ukhhwMAUbeFL537Pezv7yt3x7SxvtaFwoN4D2xiiDl/Ha7DdbgOP0YQ8gBfxacPFQo/Fuaj63AdrsN1uA6DwXWhcB2uw3W4DtchhetC4Tpch+twHa5DCv/osY/+XweEDOyKVXg63w/f4Plx5Lp+lDj98Ezup/9Y7funwMvj/j81jv+c6/rHaN8/BPdaHMd/yrqOMhbIeX8VwDUvFPy33AXAg33gi/ATjgUSitSXYCy98EOCCOTyKqLdXdBSCWRxHrAtcMcSHiPJxSDGFEFDm11EL54DAFi33ARWFUneUy+PAoZLXroMdnAAa2Ic7KTwtknyBReBtbSBcG0doBbo7TeBu7aKk6+Xx66Uz50H7/Vgz88hmosDFIYM5PwV0JFhRNMjakWEwFrbRbh0FcRxgdtuFJ4Mh4B1dVO0D4B9YhHRZOajL6d9zMeLolfWEa2LyLnWyDDYaUMujLxHV1wWefGi8N6YngJbnB7I7c7aPkB48XI2jon3UdF8EQKEDHjunPA+OjaPaGZU/T75maufnl9CtLcP4nnALaeFJ09+nhI6jP8mvQDsuXPC++jUCUTjQ8Z+5OeeXlpFtLUNOjQEfua43i4ubuPLrqW07SN64WUxLjefVuk3KdqmYs3I/Xr5CqI4kZU9M41oYUrpuwkHEN5u/PnzYhwXjim0V4TDKYG9soPw6jJoqQR+9gZBj4SA2RQ0wcnVT7sh2PdfBDiHdfok2EgVScrbNK6ZNBfMsUAiBvrMObBuNxvHPI4EzBYuv9Z+R+MDfXEiJv69fCXlA9GpOdFuE44j5o1EHHSvJTzGqAV6xxmENVeP7cY5mGfH9cReS50W8KxWtAbXvFCwfAZi8Ti/gZPdXI2yEBIk4qAWgRUnRCElD8F0PY0YyanwuSaMw3tpBSh56B0fBwhgJ5fXCAGruAhrTupXXwgccJP4PI4jcAbpi5N9F1VcLV68CQjjsC1LKAiuqIsTAhoxuGMjYMPVNHKq7HJLvbguShDVXO3ijgnYqRnQrW3wMAQvewiGXNV/3XAjmXAOT+oXbBthzdXGT3EHTvzbGYeTzFmfcczXTVuiv4QSRFVX5LoGlHnL45CQw7YoeADwkivGLHltGpr4nZu0jxCEdVe7cW0aF+pQUErAWVxXzdG+T2NISfV7npfWFdTc/mlIY7AFgmAiSb/y/SDq2BDGQeWMcofRsIRLfQaa3LfpV1++nXY8R5QiqkuX+YDCdSCiFFCAR+AlT6mLeeqFtyz4HAWNw7ET20ZgwpHuzaR4gfRdORsPJl2Sy8K6ACAiTLsr0W9UFbyD5XM65MDpZHVFZQfcoQilCANpXRyAdFGSDeiFec2fKdBelIXG5tKFpiQSqh/FUtXKAomRLJSFwMtweb0GVq9AvkylQf7dAFu2o36vIh/t2yRGSu/kJIKxSoqfBp7L90tixvI/qxNql5FkyAdJS4uTbr8a2y5fOisqi/cZf6mePK7WTqm/yXwrt6371UGgMEqrI4Wklt6lEOf51UJbyBeV4r95/qJYvgsJLZuaVxAA8kihK9KKsp99Q1fk50OqOrnhL18K7FcfCTnsg/6h3JOy5BwT8rsiHNPvR4l9JPehUODK8yrXISkReeUgyVct98dEf4Xt49l7U7iXfHv6wTUvFNKFHscKoj4T/wIGEvI4fAUFs2gW+4jmJyz+QQj8uTqCMZHmkSSXgAwwaFTEpHxZCzYJHE6IMe2hcfJl6BMnJWUqEqMqjO0CpO/ETegQ9JnzcDeaUmOKqS6/CNP+9mES/QPFFddRKAxM7ZTakhc8/cYiX6+z2QJ95jxoHFLczDgzxpDmoI4FtBIrC2IXI34pFrRaPazfZBdAHyYoCy1lbE0opJjmlfEdYDzdqzvAs+dSIasBU+enKPhev6B8ynor+MYEA9FEelaXR4axznzd6U6wT9/kv+U5SaMIJ7R2VAUTPw5CwaEiEJscWC2Ko53aBP6Qo6Z7TPCISLmYnxhOs/R3AJQRZI5VmNYyrFhGrQa2jUjCkesKy5aqlSS5ASgBT9N7qlpOPtOTAgbTRYKTLyuPl9degroD3Hhc7DTk8mW0kMNqZTH/I69P2wqA5bbF6e95wS33SZpPmbGZ0hkm38ipI/PzzQ3nGSlOvACDMXGLmLs0C8mQH04rDv8dCwIlDhU1MwFZM82HidA0SikgnoyTCpqiMBUFIAvuowhJuW35srT8IwacYHYE9IbjiEq28jwFquMcRasuGsdDYdDhK9iRJGUoQetyOMnzwrniZsGQvHM3W+q5zA+xObzmhQIJRYCuJJ1gGtzOoQhLFq68m4tAdbnB2znr4fK7SMqUEskdeRRXPsTQOK4HItu+o4Klt1ma9htWLFz+IENzTk+n17p9FlfeasCpWrjy0xHa07odkJTLWHmtFBAv1uTCioXLP8VVHDkg3mhV09iDIQuXP8TUIGl9gHCR6/jSTwMHp+tZ9jcDOOsN0OdeAfUZemM2Ln+YKbmDU1NWPh1nrOF0Jl1cfC/VA9VRgqWHXGzeoQadIZyjNevg0nssVdBxgFsESz/pYucWT2NGBwsuLr3H1tIgMovg8sMu9m6MaSe1OwuaSQIZAkL58CeqIg3iuxzsn9Rpavd0CVfe5qZxhJKFzxyCS+920Fj0NE28cXYYSz8p5amOf4QlC5cecdCecXRmPT+Dldd7qrbJBR1eepeLzqSeChKEoHlDTdsdhGULSz/pqnnMD2GOYcXC5Xc46I7rNLV7UykLiCe1OajauPJWEWiSeRb86Vra1827PRzcpafh9YftNPBefgw27i5h686KhtMbcXDlra6WP5kTgvV7S9i6tawicJEL+/LDnpLCMxFC6/eWsHNGD4jXG3Ww9BOeCMIpaeyciuB2e6c9zXzUHU9wckEWicDZP+FpVoTuZAkrrxMB8bwfLCN68TzsRlfUc28WrO9Qi4IE1/xBMziHuxfC3Q9BQjVUNg05pp+wUdoTtnE54sfwxRCVTQoSqhmXrC7D1OMOSjt6pq6Rcz68fUdbNFaXYerLLiqb+na48soupocmNM3A6kSY+LKXZeSSu+T7GH9BsufHzbM7ESa+7sLbM2+76UEXGC4ph152h2H861nKy7SvfbbVTivC+P924DTzKS/VPgRTQ7ArHphL4TQZRr/hwpF2DumW18+VQ7J6hl90QAMpJSkBwIH6BcA90M0lXoOh/gMbNAjV8jgwdBEo7TGtnV6DYei8BRLlMrMxoHaFwNsTHmdJ5jVOicC5YKXnVWn7IqB2kcJr6EH+SvsMwXKWo1qMGUA4UFmhcFtZRrIEnBaDt2UJRwfZ/MQBd4fC8uPAiASZ+SgI4bQM5hwuAvIRxqT6pfYnDjnEkCBH0Wq1rmnfUt8cQI9G0MY/LVZmnkQ+/EUarDCtQhJepsB7PAlTbmqeY66f2QA3cEQRjDD5I24rksRPiHOu53YpFGCJTMw1I3KAyNHbxiyCqCTqyzP/sCIC/OUVUeYQWD7gPb+EaHsH1o0n4ce792AIiPbiJvAfYTrOf25AeJwBixJ1yx7/qK5muVplcJphHAWTa9p1bcV8COYc+MbtNWEcQ1fNMdVJo4nKhohDIi8EGnHUr5hxeBCitNHLvC64IFJwYPhicex2EoRaf2jAMHKhp9vhCxYuJ0TgvGKoJ0+wroVgVGjzVi8SkV1NYEiByAmB3Y4w8ZzE9JJqOMfI+Z6R6TjNEBPP6TmdCecY+0HP2E5vL8DkXmCsZ+K5OHpsXpDshCJNZh4n4pj8ftfIkMprPZS2srzaCfOlAcP0d7oZ45X6Vbm0D7tTS8cksd1bvQjzX4vSshRY28TUk8OK4AERKVQXvpjhiPIS5spRu3CAYKSkmCztToTFxwrmrQDsdoTFx804w+c7YM0s8VBC804rxOJjZmVm8ukuvItbkN8SzuHuh1j8QmQ0p0w91dPOJDgh8PYCHP87c1KtmW8ZaIoApZ0Axz+fmf2S7wWOmT5K2wEWH1P5R4Iz978THLWqyoaP4583mzHnnuhpzwCg/vQ6Kp9aQsQZrNMn4c/VxZgyjvm/76X9FgrVYFuFa14ocErAPEsRBql/d7KgDXa6FJ+oBKQxTyVxrEG7ytnwB7LJ5nYAfb+TtApj2YazR5Pdum+7eNaR/Fj0wxvoW82MYQqR2a9pBWXG42I8/FSeEfV9bs6M3yXF5DRqErDUocHYV5LRYCLI03EpqtcApoP0/JmCWi9SRtHvsFMWOkX1DkS/pn4U9G/QM4qjtuew8w8TrhEnbnfR4XX6jaH8w9pY1G7T3JgOyQGADZVhL84jGh2CP+IV4ojGDNaOa/5Mgdsk8+5IlLRYIGiHPTkoOv1XnvUbwdzcDnxIZzhEpd0IbGdXLVta4CbBNVBdg3xLzNnBjkrs+TrNbnNs4LI5UbPlpc9zbn39C9E1Q9PhYB7ydOButOA8c0G4OJNivLw7onyYy2WhkX5v1hxTPFlAJOYjqvc9Nb0hoxfhqfJDzOEhKNxEL4OT5ED0PAizLaJXzXlkEFqRTFvatxoNF3tGFUJuvJQx7FN3VHHROzmBcMRTaSH5/oeQude8UKDdbJESBiQn+4rkL1i8RuC5338IL8AisLph6tKovTvogXWyRDiaD7T0/KjMepDv+2mPh0GipbprByDhERZKwWcmAZW2xTS/R2yvpq2lFpZiRhXWS8DMZHrwntm8Bxu3o8xD4naY/J2OU3rrvo9WC1UQHS1MwmBQxBAHphWDIvaPAUr9EtPsuwsg5t8VATkoOUvnIBoO12lWGUOTspLiGupInhcoGP3gmhcK9m4brRkH6/d64maypGExS6TG60zp3hitGRebd5Y0BsRs4QnQHXPEgMup8Y5VsH2rAcehWL+3JDxvcvVEc+PYuVls++xzK7BfvAQaMUSehfV7S6mXRDBZgT0rUhJS18HBybKmWUQuxcY9JQRVs1UwTXsptSHyLGzeVTKmQcxDMnZhKcYpWYMLlIiD7DZgtf20De5WSzA4x9zesGJh90ZPcRdNyjtYcDXvFsI5gpqNvRs9o02/cdxDb9RG3i0yqNrYO6XiJIKhcdxDb8QRi1bCC4Ys7J/ItLOobMOfHwazKfZPeAiGrHg3l+H4I46SclPWUBuLnnEOwpGykrox2WVwi+BgwRNeVjmGQSplozcZpwStGVc4WxiUB1bJ0qum/yhBZ9JN58C4u8u5WnNK0J5207zoyoFpzQGx9H4yi6A95YrdfMJvYzy/boPVVE8iwnmKk6cPQHgmhUOqF16C0x13siQ9Eqpft/W1w8X67Uy5RpryR2zFKyntjyPS1eZpSsEhOk7i5ZU3e/p1O0vjKrvk2gJHE6YECIZsPWf7AHDNC4XeXB1hmcAf1ZlXmhrPi22p8qKvind5Gyu3KboT3Ji6sFe30I1DCyl2P4ugM8MQelQjhLDuoTMZL8D5SfDF2dSroXWMIfKkbWSiCVoW2pPq1BEu7l00T0YIK9I7mYBcW1vUzCFo3BimafuKtHAZojJF42yAqDw4+XSnPLzy/z2FzlwVAODsdcFfOA+r4YsMcgboDVvYuTfUXfQowfZdHI0T+mLsjlnYfiDQ83FbBFuvYjg4Zmnae3vKwvb9oeaSym2CzQcigZMbk+asha3XBWq+ZS5oauv+CK0ZvW37J2xsvjZMlZOERqISxdZbemhN60rDzs1lrL+ep4wvFcxlC3vvbKE9nblWJuaj6NgkVl+XuwdBCIKahd33tdCesiUTV1whtbB7UzkzLcX//GEb2x9spULGfG6lpuMMhizsvL+F9qTuKrp5pwM6HCd4UQSmjcZPH4h6JNMaJwSrr7Ow+cCoVm13wsHBhxtC0EvACcHKGyhWX+OmlwBpswvqM3SmHOz+TFPLH80JwfKbKdZfnROmBGhP2tj5qZaOQwmuvoVg/R5HUzRa0w42PtjVBD2zCJbeKsZBKYtzHMw7WP1gL8PhmfK69A6OrTtiHMk6cXDcw/L7AkSeKugjl+LKexl2bnGzneWAO65r/qCZcI7hCz6GL+gEbfkMi4/56aCl5gHGMfJKD8MXdO8Bqxdh8VFmPGgefbGJ2lX9LoLVYzj+OZYteIl+vJfXMEdmhZY7mvnd2+0IJz/DjB42rNPF9HdaWowUux3h5N+YcQCANtogY6ofttMMceqviGqOADQmKGsi3m6AU/+TpPb/7MDeIHhjPG83wNwTIg8xCTnI5VWQoSEEdRfW5p6xvZX1ACf+mgo7vQSEcRz/fJjltZagdtVH5S9omo87nTsGnPqbAN6Ll7S+1S/5qK1QLagYDRhOfIqABqqnFWl1MPqyj+FLMQ6HOHAmMo7uoTbxbBej5yzQxI01Hje7E2Hxf1qgPV9TGiaf3EdtpQoacuWd0wox86cl2G2pnlhpoJdWsfDYqZQOUg+fgwhTnyzDOZDdguNCWYSxF1sIKyqzcvdDTPx5Be5eoJSVB1mYOI0Ik39WgbsfKAfpBBxTT/bA9hsxUlaOtxti5BM1FQeCHue+FqFysaFZasubAegnhuDmXLAJ55h7gsFuBWm4kPDiZThBiHJ5GvR/DsE5CEQqXelwff6rTKM1AKiuBbD/rAJ3P6snMYke+xIHDQKN9qvrAZy/KsFuh2p/GHDsiwRWV3XDJoSgthLA+2sPVjeuJ24XiYD5x2n2XIKhpR6sv3Vh9UIl1pXlM8x/3oHdDo50ngP8GAiFBBLmLjP51CMjb3tL3M6Y6oKW4KQ/CdToobJWpOzkcucW8u+MaWWnBBTxvhOqLFAO2Ac9hEPeoUSQP4A0jsEhdl1F8CR4h3hNJMzQ6oYiF/bC3KFhLrToj0lZgVn4EabiKIezQRzh1lbJvrAeDljJmZTc/5In6kneEXUuEkGhORpEuXoks4/diozzRvwQdlxPniE7zYIwEH4AuyOdpUkMNmWgprp6EUg5NzaMC9fb5G+TtpkLvJcoAWpB4ofVjcAj9T5Gsg5LOxmO3FenGYI225pQIIyjtBXo5jPO4TbU8zn7xCKCuVHQkKO63AW3Cdzz64Bjo3diAiBCAGo0FZ9RlXZU9+OkbbKgUIYkYChtG6LEymOTq8ryGSwDDiBcoJNxUcrzGcpbums0ADE2wECBEZW2D/zlP1NQpTRPt1h5+5vmySJpznlCUQ+ZzIOdehAdQUon7TJ6oWgVqAvU2esCz52HfZC7P1Dgkmoagx8JGIYnrDngd94E/5huEijCUV73M28ZDuRSQe5Q9M7MgQ9J9umiw9BkkSkyPxbeFtU8xOQD36PYcJV5OKTfeYVGa7PsfWQYB1EIDg9KJ8FAfRkwfEZRWXmlSH52aFkGwWcaR1Ytg7kU7kYT1jOvCPfh4Sy4ZfZhvnF6XeZ2mGlOUwaPSNuyoijHy1I/Un9X2vtDrOsfj52CNGgDL4hkTgnJ/Mllr5Y+syvvSOSfAzX1h/AG4YQgGCnBvu00wrp+5f4o9R5FoxioXwXdiap9wmoYtGLltYGJyO2R/fGT79PyCsxcfdvNAflGs9yGQhwTP2Yc7vlNsNEagvFcCIaiaTd4KSn1c4kWJe8jwrim8skmnuxh/7Eo2sUqkDu7GJiGDtmNFpbHAEK58b1sDjKVFw6XYfMZMDcOpZGrC/mjIFn5KphTE02lApz0wTeVJysIJDcmCU/KH6xLgouAaxaOo6xp4Mdgp0C4iFcUDNnZ7VYp7oxft0UCC84Vl0PmUARVW9XO4hvRwZCdeTxImgXzbIRlS1+4ELFdTF4ScB2EZZUSE7ygahuFhBwQL/2eiENrzYNFnmHDITInJMVRCVA1i2k4A+RykA+ttUCC6Ue5ughVhGniPZHXkJmlh2F2DnzYB352+JvnJVI4dKUJNItxlWeCzMmCKeZdUlne/TQtr1j54O02aLOrPVeC9ck8mxSHm2ZWtltR2kDNOIRz/bmCZ6ymMFhf1hADMy+6K1EARQ4OGXM9vJ35HTA34LCShd5sHelFRUmzLhT0/XZXpsfSbqWwz6ZdQ055Ne0GOSHabsYk7PM70KMom9e8UACAvdMurrwTWfTMeKKZS7H0CEPjeC5eEePYOePiyjvEwkuJjcUB8d4fpQH2ZNi6o4wlQ3C7qExx5QMR2jN6XKTWrTO4+uaM+SfCKqjZuPKBCJ0pc0C81QfUgHhAHFTsp1jqwpgnhGi4qpXlD9tY+nCI7ni2adQIKPd3b9TGlZ+J0Bvrv9GUCbM77uDqR0IlIF6i0fCKFNiOZ2cs7RkHlz5IEJWpQvDMIrjyNhdbd0q7Is5hXd0ECRkuvp8KQSvLNQpcftjG9i25nRQhaBwXgffyUVyZRXDpnTZ244B4snlx77SLS++xELk0ZVycEESehUvvtUVAvNxcb95Zwbn/4wy6J8azdhEhLC9+MAvaKLd751WjuPKTrsJkE0F+8YNWOteKtnx8DstvKmnzGNRsXHyvjY4p+CEhaJ6oaczZr9u49E5HuOXmvpdBZqxB1cald4mAeHktfvu2Mmi9rlUf1EWAv96IoykB6/d5aNxtDoh36V2O0ZNo/dUlbN0l7cZiRtobdXDlYVcoQjEfcHa7ICHH2v0l7JzVd9rdcQeX3+5myptkJlx9oJS6lMtj05lyRT2G4HarD5Swe1Pu7I8IN96lt3gpTSV0xSyCtfs9NI57mpDpTnlYfZ2nuQwn9TQWPX3HcQhc8+Yj76VVzC23MfP1MujGrvqSUty8NgK63wI63dQrgjVbmPv8KmafKGU48aB6loUzG6OwtjeBbg88CBDF72cfXcH0/4rrSbU+LnDWRmFtbQA94S0StToAgMp3LuHGK+OgW2rbPNvGmdVRWJsZDmsciJ+tNhY/tQHSaGZaPCHwLAs3bozB3thMccA5wq44Z6AXr6K0Vlb74zgor43DWVnJcOI6AIAHIZyXl0GkEAqe66CyNg7n6gqQBLOLd1pRcoi4vA5vt5G17aKLyuo43EvLQBAIrbvXAymXlVg47KAJ78VlgBC4S2VUV0fhnd8AwhBymshTnRlYB12wtmgn290DKZdAdw9w6s/LKL28BkTq4fGp7gzsvS6wKlJ/8iiCfX4Fk1t1DF+sw8vjWBZOhTNwN1vA1i6iuK98fQvTX3cwcn5I1BOG2XxbFk76M/DWDkB29hEdiHwTzA8w8/UdBC9WRD1y7gPbxgk2i/LFTZBGE5yxdBzHntpF7WoVpZdWVRzXwSKZRfXclqCDeAwAgKxtY/6rZZElMAHO4ZVLOGZNo/bCtsAhRNBvTAv1F3ZA9g6UMfPKJczRaQw9uwES0yyAtF8AwLZ3UAqzA1fPczFvzaD2whbIQQty6tGpg0nwVjzf61vwmm3RtkpZryfGmWFzcLbEQTPr9uC+tCLoo1rGHJnC0LMbQDtrGwjBNJsTMc+SG/JXV+Ftl+EOVUHYOKovbACdrqDZzW04w3VMu6dgtUPwnlgvrNmC9+Iy3HoNNBxH9YV1oCvFz6IUM2QWdisQqVDj6umlVQy3xmD5o6i+sKasKxCCafsY3N0erKUNRDHts909jDy7A6c9gsoLa0AQKPVMWXPwtjqwlrfAu/FOk0Wo/WAHNBxF+aV1gZPQIaWY9OZR2mjDWt4CCEHgS2PUBwg3Bo/55w+NRgPDw8N4EO+BPWAauutwHa7DdbhWIeQBvopPY39/H3XDbi2Ba36nYI3UYVHVPJEGXeOS5kUoWLMFHvggtg06ZE6WjihS0nbyMAQ7ENoVHRoCsWj6rh9E+w2ARSCOC1otm79P2hr/ZO12qsVY9TpguBlqKiPabwCcg3geaKWivJP7n/5NKHinA9btAoTAGi4goHyboyhN5k4rFZGsXipT6U/SBD9ItX0AYuxrVb1NBRA1mgCLdTRqwaqrh4emMuQ6rXrdmNHOWFc8jrRUAikNdqDPmi3weCdROI4aElfH0R1MqWGtDnjgZ+MwwPjxiGX0W62CJBcJ5fkC1HkEwA4ORL8AQVflkoqXgKENyjiWy2o9acMKaF8exxzNauXI9Jj0zfRdrt6UpuRxNHwnj4fGBxK3Z87Ami2x7iS+ka+LOK6g+1y5pvHQ6FfmA7lxU4oIO0DD3G0Zrnmh4N9+EsyJCVbeE5Hc3wDcF68iWt8AHRqCf+fJ7LsE14Bj7/eA7z0vtuI3LSIYytsXzfW6T7+CaG8f1sQYemfmVPuiae9GAO/8BsKlqwC1EN56UgmdrXvLxGghh/3kS2DtNqzZaeGTPQC4V3eB8xdBXBfBbSfT6J9GiPtE/Qj028+DhyHI8Xn406pgVdxtY6ABg/2DK4i2d8TfI8Pwbzs+UBtJxGE/fV4sRmrBPrGA3uLY4X1bPwBePAdi2whvOwnmxgftoYhyavS4iTis77wI3uuBzs0o9Zj6ldb13GVEW9ugnmccRxOu1Q1BvvuCGMcTx+BP5QRd0qYYEnzvpRWEq2uwalUEd54a6HDRbvrAk88LU82Nx+GPlPojJPT77KV0zqypSfRumOqPFveTBgz0u2IcycIc/PkRpVzt9xi8S1sIL10BLZcR3H5KHP6b1hayZ7QXgXzrOcHgTy7An6gcWg/hHPZ3XwZrtWAN1xHccSK7k2TiAfHf9kFPjCOg8AF7vwc8dw781DEE8tgm4/j9i4h2d2GNj6J383xhX2RwN1vA8y+lfCAq2/q9IUMbWasFfFsvLw/XvFBIIHEtTX+PPXaMngdUIgIuPAFSt9R+jsYJ8aSVJs9zf2t4WRvFn1whQOPlE2L+XXPhy3kf5b0lBnMrLU5Wrrh6agfUel15YC4V2mIfvKL2ciu7W2JPTwpGTfTvDgUC2Ac+6PklRDcfR1jRD0jziVzyY642EkaGUzT+Cl5S32E4g3RtcIeTrNxBcIq+OWTexE8DDpfWp2nN5HGo9MxEz3E5xvmXytPWs+lzeRdpWnNpe820H9Vd2LeeTvNUFN5JkQVPrn7lDgwlmktq4lWmua9qdej9M8GRvY+eeOIJvPvd78bc3BwIIfjUpz5V+O2/+lf/CoQQ/Kf/9J+U5zs7O/jIRz6Cer2OkZERfPSjH0Wz2VS+eeaZZ/CGN7wBpVIJCwsL+O3f/u2jNlUAAZpzLtbu14OkMYdi7X4PnUl9e35wzMPGPepEEi4yt628Ng6Il4PmiWoaRA/ICCryLKy8roSeASc8PoWt27NsaEldYdnCymtLCIZ0uU1dB/s3VDSXtcizsHa/l+LkPUl42dMYWORRrL/68IB4+batv/rwgHhy/UHVxvq9JaM3hhYQT/Km2r6lpOVP5oRg7wZPBDJMwBLeJEHNxvbZUpYpS6pn7wZPTxFJiIjvc/sQyOgIWG6nsHeDlwUpk8auN+pg90ZPYnbZnO/d6Akvq9wi7E64ShC9BJhFsHfaMwZJ8yerakrFeAyYRbB/0jO6BpOhGtrTunmLWQQHxzwtxlP6vqLTJ7OkIHoJ5Kc8d1mOWQTNeTetR6GDupOZVtIGQ8TtmnOz9KYJDhFjzQyec8yhaM2onlkJffTGHPjDOQ9BIpSQ9rSrMdEEJwlAKUPkZvXI3j2A8EwKhmzk3bajuB5mUxG+RhJE3TFHD6LHOSJXD7wne++FlXi9KW7wFrpjjips4l97o04WN8yktBXAkYVCq9XCnXfeif/yX/5L3+/+5m/+Bt/85jcxNzenvfvIRz6C559/Ho8//jg++9nP4oknnsAv/dIvpe8bjQbe+ta34vjx43jyySfxf/6f/yd+4zd+A//tv/23ozZXbJtskeYuAZkYwgoHt6ASOuNgNhCWARARftt9bgl2owdOgLDGwZJ0etIIhiWCQKddcAIEQzzLsytX5VlGHFDAHxGB9zQTg2XBrxu0BQvoToogeskzhfAl00XKxGyC9hxTFrBAVsuXF3ZUomieCME8opWXb1MmSAiaN4RghkCCWkC8eNH5dYq9OwMwL2cbpcDeWY7mvE6+nTELe3cFKhOLcXbuYDiYzwW34xztcQtbD4Ro3xSHvk7Wl02wczdDazpfFkFzRgTrS+gg6SezCbbvidCe1Jl1Y9HC9j1ME1jMo9h7sIvuqAX7QI2ZtHvGw+armcLEOCEIqxYab2uhOy7VE3uIhfPjWL9PmpNEyA7Z2HtXC12TKzEh2D9V1uaxN+Zg/wNN9EYknPwU5kJ1B0M29t/TQnfc1pSdzTsd0JFhrfresIWD9x+k9cgumWsPUGzfPaLhdEdt7L6vlbo5y7S++lqCjVdlAfESaE/a2Hl/S0SxVfoPrLyRYOPunGDkQGfSxs572whqAkdWAJbfwrF5R55+CVozDjYe6Sp3kIRGDyz/JMfW7Y42js15B+vv6SEqUUXZYA7F8sMMO2d1od044WHlPQHCkpXdaSFCYF59B8PujUd3sjmy+ejtb3873v72t/f9Znl5Gf/6X/9rfOELX8A73/lO5d2LL76IRx99FN/5zndw7733AgD+8A//EO94xzvwO7/zO5ibm8MnPvEJ+L6PP/7jP4brurj11lvx9NNP43d/93cV4TEQEKB+pYehJd2cQAOGY1/x0+9kqF/2Ub8sJtLqBGB7+6CjdVh1DwuP+0Zb8MgPmqiuZBpasu2zuxEWHzPH6nFfXsWMNa89tzoMxx/1s6217Kff6WLy6baiVRHOYbcjnPi7PgHxDjog8U3apDynGeLE32b5dDONQy1D7q+7F+LkX2exjBQ8CeR2l7cCnPxLERBPfk44B2nrl7kAoLImcPKB72jIsfgFc0C8oSUftb8UtmsFJ+I48dlIy8MMAMMXfdSXJJxYKJGQ4/hnIjXfcwxjL/Uw8goBDdQ2WD7Dib8BaKjHUpp8pouxH1Bl3AARyPDYn9qoXNoGv7wMevZk+m7qm3uoX64pc0q4CG43+397sDq5GEMArFeWsfDFG5SbtJwQuI0Q058sqbm1JdfpkZeaCGvZHRfCRWyh8U9U4Tb0evKQ0kcjxOSfluE0RarbJDc64Rwz3+6BxWcRMpR2Qoz/9yqcXD2Ec8z/fYjKhT3kR7S8FcSB9/SAePNfZbDbWUC8pH2V9QDOn1XgNPKB6jiOfYmBBvq8VdYCOH9WhnMQqrflObD4eYCE+tjUln14f+HBbqttoxHHwqMA7ek4Q1d8lP7KVQLfEc5BAo6Fv7O1IHoAMHyxC/fTIiCefF+GBgzzjzpqTvQBzan/6JfXGGP4uZ/7Ofzqr/4qbr31Vu39N77xDYyMjKQCAQAeeughUErxrW99K/3mjW98I1w32/697W1vw0svvYTd3V1jvb1eD41GQ/knQ36r2PemZe4Gpz9WBr/nZvhzw8qOIr+VS54pB5UJg+kTH0bWipRnrE/2ptz3iZ05jfx4BOjXtqSupE3Jz4Sx9atLsYUSIRBkW29mIijeZdCAFR5QK+3mHNRnKY4JqM/0bGMxY8jjJPVbPjOOP2HSu9xruxuJWFT5Y6BQ4CR9z+MEEzXwsyfBXOmCX8iMwfoI57BbkfmQOwhFsL4YUm2dcXPQtxioH2nrhHAOby9Q6aqAXORLnm4jBIk4aDeC8+wFOLtC8NNeZEyhmrbN8M5uRyAdNaZXQu/ebtY2Wbu225GWozmh2wQnX5fTDGHncEAEI/f2AmPbBI4+PzJOfn7c/TjIYR4njNvG1URKCY6RDnyG0k6gx3XjIre01YuOzA/+0YXCf/yP/xG2bePf/Jt/Y3y/traGqSnVU8G2bYyNjWFtbS39Znp6Wvkm+Tv5Jg+/9Vu/heHh4fTfwsKC+kGemed+50QKiJfGH89wonJsIzYdepmAq0x0EDjMPp8vP8VLCDyx/MjlDJoZznTwNQAc2uZ8myR7bEbAR+h3XEYe2PYOrKfPGTPXZSaxBL+4b4ULiHMjMzO1x97tAM+dh9Uu1q7zHk6AMFcdFrtKaZ9pvgHNxVY7gFQKNCtLWpl8cDqWx5u7FGRkGKyUuLrK7ddNlIOCSVlSdp/59/KRCCGK3b5vvX0Oa+VzDxVHF6zKa5NwzbUJgJZWNsXL8xwulCTv0paIBJzDTev8UZ0p9IMnn3wSv//7v48/+ZM/MebO/VHCr/3ar2F/fz/9t7S0JF4kA0/UyUikqWw2SRc9zWxzJq1IjlOvvpAmQQ5BkRMwChEVJVvP18l58WInubZI2rlphvM7Ja1NWuUDLt5DmIap3sMYgUmwGs8vhoZAjs0qMaHyZQzSzkLGJysNUhtMbQlHy8BtpxEZDm6VZhT1vc+QFJnpDgPN6aDg7KiwLvmzIyxtZlH0Tk5I7tM/xNgPANqOLV8UU781KYbAEQWTvNsowDPtJLOXcnsNUYsTFpI7l8n3BQQgQQS+s5fuDBRlN915/D9gPvra176GjY0NLC4uwrZt2LaNy5cv49/9u3+HEydOAABmZmawsbGh4IVhiJ2dHczMzKTfrK+vK98kfyff5MHzPNTrdeUfAIAI75/kMErREkjs2eDow8AcImKqENWeDvTBca00nZ/CsC3h4cIp0QnEdRTPH5nZBDXbHNiMknSRyZodJyK1JLOJUUNBYmLKLYIk8N5hGpP8Ph+sz6SJKPVQkmZq0xZkQb2cCI8qpY4YJ3LV4HbEc+HP1cFsquDIELk0DiKna2SyR04yFpwQrZ6sQhR68USeJXzS85s7i2ieVOkBtSOlTeRmnPx4J0H0jMxUYihyXUWuxXKb8mDUVg2QvO9bj6K85DRoalYa+mm5xrnh5rLy/dHqKbrEyPWxl03DWl9khYGjWIgq1k+ut1syB/XrC6cEUdVBcMcpke40d/50VPhHFQo/93M/h2eeeQZPP/10+m9ubg6/+qu/ii984QsAgNe85jXY29vDk08+meJ9+ctfBmMM999/f/rNE088gSDItt+PP/44zpw5g9HR0aM1igN7NzhYelhsz+VBCktWFhAvBzs3u7j6VqJFNg3LFpbfF6A552hnCpt3VnD1Iapt+8KyhaX3RmjNxK6N0qS1zk7h6oN2diYQty8YsnDlfUwEL0t2GjEerVSwdn9JI+KwauHKByJ0JxwjMbB6RVus/rCNpQ9G6I7bKo5hwSbve2M2rn44UNIgHmYG6kw6uPqRQAmIl5TLa2UjTmvOwaUPcS2KK7MILr/Twubduqmlseji0k/x1Bsj7btFcPndFrZv1XH2T7ki8J6Xq8chuPyIhd2b9OCHO2c8XHo/ybzQYog8Cxc/QLB/yhAQ764SLr/T0WgqqNm4+NMiAKBogIRz3yiuPqTnBw6GLFz8aWp0p+Yn5rH8xpLGyPxhGxc+YKUutgoQgtbJmsZ8eqMOLn7Ahl/P0YdptxYzML8u6sm7/3JCsHl3WfE+Surzh21cfL+t0QcArL7Gw/49ujLYHXNw8T12GhAvdU2lBKuv9bD5KsmtL+Z0nQkHl97t6C7YBFh9rYftW/XLe50pF5feFUczzjHq5Td52L6lpAm79rSLy+9wlMjACQNffpOnBcRj2zsIyxauvNVVUrzKOHundHfm9nwJS28RLsPJJcxkDFbe6ImAeP0EkwGO7H3UbDZx/vz59O+LFy/i6aefxtjYGBYXFzE+Pq587zgOZmZmcObMGQDA2bNn8fDDD+MXf/EX8Ud/9EcIggAf+9jH8OEPfzh1X/3Zn/1Z/OZv/iY++tGP4uMf/ziee+45/P7v/z5+7/d+76jNBQgwfCFAbZWm3irJls7qMcx/zlbTEwIA4xh9OUB9KfMUSRaE1WWY/awLd1+3F08830FtzVUlNRNeQXOfs+Hth9puofLyFma9KeVMAACcZoS5Rx14O3o6PeF9FKiZ2ThgdSLMfsFBacecDYo0OyCjKtE7ByGmH3PgFWSQEmWrW1t3L8TEF0pw94Xn1iBbbm83xNhjZdUbAvEW3HCISDhHaTfC+DccWF0/hwOMf4+itC9l8YqhshVh7NuOlg6TMGDsexSlvUgTXpXNCOxJW8EhnIOGwOj3KSpb+sFMbS0CYTZoqI4BDRhGvu+hvKVnUqutMNgd/SKc1WOoP+vCPdDnoLYcgtl67mbqc1TPO3DaOg5pdlBZG077kYwn9TkqSw4sg+cLIDze8kADDnfbAk1CWgygedKAo7zqwOrpB73uPhcBBKVnAEBCwNu0Mk+vdKPN4TYAp6m3zfI5vB0b1OD94xwAdls/W7MCDnffykKjJHVxwG4DVk/vHw04vF0LhOnnVc4BYHdyChEhoCGHc2CBsDAzIcXmaKcFWD1oc2r5DHZb9QRM6MrqAlZgMH0xwOoSJU92SndMvD9q5rUjC4Xvfve7ePOb35z+/Su/8isAgJ//+Z/Hn/zJnwxUxic+8Ql87GMfw1ve8hZQSvGBD3wAf/AHf5C+Hx4exmOPPYZf/uVfxj333IOJiQn8+q//+tHdUQExCe0Q1Wc3ROq94+PpDWXCpVSDspIchrFXQWZmSoBwjvKmb5S+VtOHZzL3MC5S5kltSt+1OvCk/LdJHYTF9SBjkil6FMHZ9xUTEoHwrKis67mB07oiw6KPOKqrxTh5cHa7oJt7sHrTaSjywwiOEwLLZ6hf6om++SyzMQNAzn0zKc9uRxg5r3tPEM4xfLEH7+ImwiTiZtK+ZojRlw2MknOMXJAiXKaNE14vY/tqusNkDkbP9WKmofbR2w3g7arlcyIW9PgLXaNmVlntobypmxRowDD5/a6RpipXGrC7VaVtgPBWmvm2OVUptnYw+nK2o07HsxNh9psFOJyjtNZGMFpSxsBphjj2lWw87UYPrNT/rMTuRJj7urme4Vc6SlTchLadVoj5v48FD+NwL2yCDdcQTFYw8VwX3sUt5GfVaWY4cj8J55h8pmt0OnD3VByBIHCmnuoaPbO8vQBzXw/Sb5N2A8D0k7qXGQCUtgPMP5GlyZQZ8/R3dBdsOj4GGjLMPxG/41m7wIHZb2bPZToor3Yxv2Np7SKMY/5rXeXZQLfg8UMIhQcffLDYC8MAly5d0p6NjY3hk5/8ZF+8O+64A1/72teO2jwzRBy80wGxsxgy8sDmtXTWasNq+wjrnvHQRoF8GIk8GGy7/SCvVYgiCmzGg2wLDd5H+XMIk6dJIXCuhnDu96nBdu+ut8AvLgF33qgKhj5g8t4g4GAjNZBlOw3Mpn1T1L+jfkugzG2RS6emqRXVR3NlJX8SfcyM5efLG6CPg35bdKZAuLhvQM8twRobUXmAKXHRIG3KmbeO0oejfK/WWVzmQOVJa67ffKfl9aMFWdmkFMyiyjuZFxSWRwrOVaS2HnWcrv3YRwTgFkVwdlHc6JUGqYgQrOE6/Diglfxtvtx+kC+778Tkmb/EJPq1Uy77qIvE5NWTvYRZwAEIxsrAqPkMQMFh5rsXwWgZDj8GVnAYPAik5y6jZbiVShoJM//NoQI9V57iKdJnfvPujAOPexJANycITG05CvTDORId5vDk7zkh4A5BdMsJMJvCeVEKS5O7IJY3caiNNR80550SeqensrM00xgx/fmPBPJrUBYIOeVNa2OCx7ii2KVlHYIHZDuMQj7EVVpX5juvZAw4Xj8WmddAIMIXSPZ3oFjjQ06TI/FFqUEveRW/h5EQ8r7P+d+LF5j0KxeXt9y1g0O3ieqBcq6JiWfFoVqe4ZlBe9S0fIeK3Lg/5II+kssg54drlTmPmiTlqnw4SBiHfdAzX7o6ChNPNlh9tNVBvHusTghnMw43XlS9PMWHlGsCmRElvxPOEZVtsZYMbevXhuyZbDst3qUm3j2FdCKtZdqN4K431frydefuKWjFFTHdgvdp++S25IHrVohCgWAQpCazD+HcyLWTMvNlJ3zrKHT6YyEUDo55WHmt5K0TS1BmEyy/sYT2tO4p0jjuYe3+EpzlPTjPXwYJGZKYIiuvLwnPCg7FPNO4cQjr95ZUwoHwSFl+Q0FAvIVJbNxdSjWOZFIjz8LK6z1jgC5a8rB3Y0V7bh10QRotlUjlxVDSvWjCioXV15RSV1rAwOhyCyWsWlh9oKTlljbtLpJFEFRtrN1X0txFOSFAQb6AoGZj846SHseIEOzeKAIZ5hm1P2xj67aSkvM4EQ47Zzx0JvUx8IdF4D1ZKyNcuFXunnFBAgb+/HlwKdxFd8zBzs16kEVOCXZu9vT0lQDas5kHicyomUOxfbakpR0FgN5MDQfHPKUv1tYByPo2Is+C++JVkWFMAlKrCZpGjqG7FPsn+wfEyzPFyKVozrvm/OJynZIAYQ5FY9FD5On1+COulGsg62sSrI+5VBPinQkH0agahp0T4S7cPObCOuiJ8CDSrfTOpAN/RJ9r5lC05hyjyaUz4egBKHkcEG9WCqInaeedSVdLB5oEt2vP5LzGYrzOpCvWtdwEIrzf2lOG9KqUoD3lZh5TckC8koXOhKO4yCaKTXc8DohHsjoGgR8LoQAARNZAkEjcZCBRYKsDeLUEUq+B20kCeYA5PLvcJjNdCrDk4mZucTOHgyf2P9nK4tmIPF3z4BYQVcxB9EAIwjI05tKdG8LSh0+oDEkiIG5Z2qLnFkFvnIHn292HgCKXojvNNHdMDXhWXlQiaM9Hxv5w22xK6tUpGmdDBUcwa6BxSnifJIlNEugOW9i/NUzzIqQaHgX2b+JoT5qC6FHs3RaqdwUggtvt3h5h59YKyC03ZAloALSnKHbvyPqTzANzKHbvCtEZ1+tpnKDYvY2nJsykbWGZ4uB1HXRHREA8mbntnPGwfadq6gvmR9C6/ySWftICqZR1oT03hq279d2BXxdB9ExunyAEzWO6O2Z3zMbeIy0l8u5hENQs7D3cVlyWE9i63TYHxBtz0Hikid6wlTLeZEzX76PYuVNNUEQYR29UBN5r3jiM6M7TSiywtdcSbLzKIJinbOy+OwtulwCzCFbfAGzdpre5M2lj813djCknCjwFVh5k2DlrCIg362Dt7T6ikhRokoh6Vn6CYfeMXs/Bgo21d/hK5FvCObhNsPrWELun9f7snfKw+s5QEaaEc3CLYPntEfZOZ4JeC1teANf8mQJhHENLPQxdVZ9zEgeN+nvptF+C+qUe6pdjG/qYsKETzmH5HPNf9bNtmsR0h19uorrqanZQqxfh2FeyGDrywnLPr2LWliLJxrh2O8LiF9T4NQmwThcT329rB7VWN8Lk92QpAEVo0VYHhFeULazTDHH8c4bYTH22m95ekAbR62+ayX4tbQc4+Wm9HsJ1l9QEqqsBTv4ltAByhAELX/ThbbTAqOpeOLTko7YMLfAejTiOPyri8eRh+FIWEE8eZxpwnPwUAwkjhPUSbJJZhkdf9jF8gaSxjJK+WL0IJ/+KgkS6R9f0t7sifwTjsOOgdGHNgXMQYeG/23AOuiAvXACdHE+Dv838r12MvFLVNEf3IMCxL9nonRjX6rFeWcaxL5/S5qW0HRYG0QPnqF9oIaxljIcTgspGAOcTZTjNwV1S3b0Qs5/wYBvqmfmWGhAvGe/SdhAH0Yt3Y5Lt/thXQlRe2dUD4m0GsP9UBKqTz6gI51h4PILdVueAE4LKWgD3kyW4DT1Q3eKjTA9kSAQdev/Dhd1S3VhpxHH87zhIlOsn56itBCj/pQ2rk4tBxYDFvwOo7+fMXRz1ywEqm3Ya4yhZK9RnWPwbW3OzBoDRl7uobOvuvzRgWPhbG1Yn41WHmr9juOaFQt42rBzGKNu3/uVQn8G5tIFwfhxRVb9klFVY3IbkPR3Eeyd34JlfjOnfsgAigy3avNdEPviW3hauqRnJHYkjHW4XEWWfA2Air0NJEyIREIxV4FQrym4hjyNDUaA8cCgRV5V6goK2MaEgaDsvokd1TXGiOPAeB+iVdRBCEN48DwIhTJhLQc+eRGhRkOVVgRMyRfAAgLvSALZ3gbOLqVuwAkEI6jPjAa3dLhgcAAj1oIDg0BjoIGdWTst874X6akA8mY7lemSBbncikF6OwVOSBt4zgd2JdLNaTBsJTsITknGyO5FBORJznQqrtDCBrwiKBJigtXQOOJSDZsdwHwUQPMaN6SN/nuI0QyO/oUEEd59oiigghHPS1h/p5bV/buC9sg6bDphPd194sbBmC95LK0pcIt7rIdzahnXQhD1UE1t2zsF7PaHBcA56eR3egPl0o1YnrdN7eTArHtvbjxvDYF9ahz1IjmbGEHaFJs62duD5h4dABgB+ILxLeBDCPb86WD7oKEKYXCZb3YDXaPX/Pmli0i8A7KAJ72Vz0EMdkSHqxOO4swvv5cEEFG8LHB5FcF5ZhZPvm+mgnTGEydhtbMMr2N3kIYrHkfmBGMeYpngUgQPwzhn6Ko/jyga8PdXbix80wdptpTwAYLt74menq9FvEXA/QJTsppbW4G0MtlYi6a6BGPsBIy8yhtCPGfz6FryCsOkaWuMgbq8P9+XVwfoWhojiXSRZWoe3XeA1l4MozoPOmi3z/Jjq8oN0J0OvbsDbdPvuttO64nFke/vwzg3mkZfQL1gE6+Ia7HzSogIIg85A3xF+lEsH/4yg0WhgeHgYD+I9sMnRE01ch+twHa7DtQQhD/BVfBr7+/tZbDgD/NgcNF+H63AdrsN1OByuC4XrcB2uw3W4DilcFwrX4Tpch+twHVK45g+aaaUMSvRLLCZg3Z5wbyQEtDzYoRSPIvD4YIp4HsggB7IAWKeTHkQR2wZxi9vIfR/EtsF6vRSHlkqDJehhLMU7rB6lziAEj13gjlRXVxwcEsdV/Pr71uX7WfwiaoGWBjvsBKRxPALeP7hvg4wjYwClGU1BhDwfCArGkUeRSPRT0N4i+k1p1DBGMv0Cg4+H3C9tPBgDj5h5/v+hNHKEtdmvrn5jktLUPyUf+FHTLwAadYEBzvWveaEQ3nUj4IpLOVp8EAaxV4p/Oj9YRrS+AWtkBMEdJ4zlMYuCStFG7f0e+NMvCI+VW04jrLtZuVKdAjl77nz/AqLY64YODSG47QRA1e9T18iACd/0V9YQrq4B1AK740YwL2YWltqvxF1PuEcy2N/9AVi3C+vYHPzj41o8IhO4S7sIL1wC8TxE99ysuD4a46ww4T5Jv/M8eBiCnlpEMDOk32OQxiCt65UNhFeXAQDW2AiCWxcPD/ERg/O9VxA1GrBnp9G7cUZ8H3G4lzYRzYxm7sPIXIPd9QNEL54DsW1Ed59Js7X1jY8UctDvvgje68FaPAZ/YVR1m9wWnh3hSAnOZhPheBXcoXCeu4xoewe0VEJ0901GF9L8zWurGwLffh5gEeiNJ+BP1UADBvsHV4CJMQQzQ7Da8WU76ba3+/IqwtU1WENDCO68IaOnkMG9uAE2XhdZ4aQ67YMe8NQLKRPETSeUb5I2ye0jnKf9AgBrdgb+qUnRiIiLi6KMi3GN51umZfqdF8EDH/T4PILZkYHsFe6lLYSXl0DLZfM4JktSvpfTCYHvviDG8aaTCCYkoRxxuK+sgU2NIhwpgfYicdeBAfZTL4O1Wn35QJ6OrYYPfO958cctpxHW3Oy9geYTcJ65hGh3F/bUBPwzc8r3nBDh+p0rx9lqI3r+JYBa4LffiKgisfGCujghYK0W8G1zO2S45oUCtwmYlYUPYFTEQOKcgNCYyGmssSfMMknHmRaC1C8ZkH5SAi5f/6fxjeV8PtjYSTipR9xuFB/RoSGwG+aVUA4cGXMX7SRaOAhu0XRhiFhFUPqXtA+gmSZBsrFIr8VzMyNUg75lNzJN9SV3PpT7AdIYKndFaO5+BQd4oLrJmvLnckLg7HdhLW/Bv3FO9F1udnJjlFLQKBJRcYM6mOX1j2tDiRqdkkMXSPElQBJfXktjIxHp/svqBkAILGcG/PJV0NoNCD1PuW2cp0VtzCW6opSAM9EvTsVNaVIfQlTzhAD+wSU4tSp6Z+bScUznmRKVNhyK3o0zma+67NMuaZn2/Bz8eknL/pWWw9W5z4+h1Q1hv3gFABCeXTSuBVCSxRajtFBI9gu1wm1DPmNLVyK4RbMukxw9WoB/0yyYReFutMDPXYR98ylEVXUHaKLFJP6Q0k6ZEdO4jcn7HJM2xj8iGR2qfEItV24HADA7F13VgkrvCW0AA99VuPaFAiU6U+BmDVTxzuVIQ1LISS/EL/0qRPqNMikEmXDgHGLFA7RWhV+yFUYtLz4aMTgbTQQTNSUaZdKf/K4CkNprCIQlx6jhckd4tgCMC5Lo9anfGIZigO+drTaijc2+uFpbuOGmjtw/QoCxEYR1NWxDelFJZjBEXUSadhwILZsP18Dk9kjVM4sivHlR/O5S0LvPmMOCMwBWjimYGLUyEDxtd+/EeKZxL8wiKjsAAdzlfcC2spDmLCs7C/NBjL/LEE2OpDuPfnSjQc+Hs9sFK9sAZ+DdHmjAwDxLp9Fc39S+Zm0mAQNzs5AXRp//HLNzGj2QkCEYLRWu8aQPiZAgnIM7FujIMMjOAXBhH7zgLk+KJ11uNH8or3No82rkI/3KkxQoU5sUQSjzOGSCR/CWwaTCtX/QzIH2lIurD5ZEiAGe3WpmFsHa/R6a83EQKmnQWnMuVl/rpRpIGtvGIlh9QATRy09ie6Eq0mTmtBZuE6y+RgRwy2sIbL8B+/uvwOpIGaeISAW59oAnNIFzF+FsZ5eFqOtg7yZpKxw3OyxZWLvfU2PbyFEvyllgtUQARB7F+qtLCGo27KYPu2lOuCMv7sij2LzbU+O6iAFUcGRmEFYsbLzKSwPiJTi01TEueMI5/GEbm3eK4HaEc4R1D70zc2Cuhe1bS+hM6Xb93qiD/VMl8JV1WN0wFZCcEmzfmgQy5FI9IrhdkoZREZqUYPdMWTCJ1U1FKLenXGyfzYLoMZeKfxbBxqurxvhCnWkXe6djWgsY3BeviqQ1DsXWHSU9sBpEPKu9G9SAeMnz9QeGEZYtkE4PRMpOR4brgqa5qtAwh2LvtDlQHQhBOKzbtCM3xnFzcy1BuLYOPPsSaMAQ3H4K4f1nsX17DZGr7ooI5+iNu8bzGDlYn7PTgf29c7Dbgjl3plxEY7pffeRRHCx4gj4Yh7W6A7K6BfAkIJ65P61ZN10zJOSwVrfAZ8YRzo+Bjo+q+SF4HERvxtWEKScEvVFHBJPMjQtzqAhURzMmnUBv1JAONMbpjahBCRPh1RtxEHlxvnDJOsEcS6UbSQn163Zh8MN+cO0LhRhoCECS9IBgCACUZwCyxU+gaecAwG2AJXOqbOUImJuZW5RtnsvBDcojmZsGv2kRUdmO25RohgRBnYsczbefQTBZzYjVshBUs7JTDZgCvTGOSApUJ5u3uK2aSZI+duLgdvaVDViX1ws1kqwvBK1jDMzNaUym3RdJmCZB60SUBtFLQmtEYzUQx3xo69coDk5Fot1JFZSAU6C5yNEd1RlUd5hi61Uc4b03iTg+qckLaJxm6IxRZc5oO4DTjNA4xVSTC8R87tzNsPeWGxCdWVCYRWeconGaqeZDiJ3C/i0husP6ZDfnLOzdLAL6AQChoi3MIdi/u4dePcaRhrFx3MXeWX2HGJUt7N/fRW/Egn9qEr3FsdQUFE0NY/cWAndlH+5LK+lYhxWKnTf0EAxJglmas9acq5n8gpqF3Td1EdQkrT83zbRaBT2xgKhkg9sE3TEXu2/pKoKRhAJv94wNWqsiD37dQuPhFvy6hajmgczPpDuNjXsJdu7IhELStu6YjZ23d0SwPgL4p6YRnp4DpwRrryHYuDszt5LNHRDG0ZmwsfbmKMv7HTFxQzjiOPczFVz+6WNZFNcY2lM2th/piCB68g6EACtvJNi+zVZpn3O0ZhysvcdHVKbpt4Cg36tv5di+Vb9Q21hwsPzeAFFJDczIbYKr74ywfaubnpklsH+qhKX3Rll+8ZgXRC7F0rtZpoRwbt5tGeCaNx8RzlHZ8FFd47C3OwgmKmIhx1rU7De7mckgtQ8SVFd9VFfVcgAAjGD2fwkvg/yiql1qobSdMbhU+IQiiF7yTNGeWh2EC6NpHQmO1Yuw8LiIgxKOxMm3YwElcjS30iBgianJ6jAc/7xfuA2lBx2QcdUDxuoyHP+cqCe4YVaUlw8rHJtrkra7jRDH/07NNZyE61XxIMxOlMDdC3HiUxA5Y2NzFOEcwXAJpenJ9KBZHqPqSoATn4kD4iWaHRfxaxa/4BtjKdUv+xhagqahieBlgZ4fefcA3gvncXr/jCKYAZEz98SnOAgTttuUzROCsZd6GH05648cp+fkXxLQKNSY58QzXYy9IMaNOxS9m8XBot2OcPJ/UJBQ36VNfmsX9ctVTeN2miGOf9IC9QNt3OmFFcx/pQRedgFeTcfbaURY/B+WOUcz5xg+10IwpApobzfEwidtWN1QBAy0cnZuAHRsFL2YhgHA3Q9x7BM2rG6QMlHn5WWQkodpMpmG45ChtB1i5r+XYLdDRJ6F6NhIqnDMfyVE5ZWdNIxEsk4qGwHm/ocLuxUKJczJlJSFL0awO9J4jg2DU4LhV9oYe/Qq2IlZhHUPzLMQ3HkDuE2w8DiD5esxjiprAZw/L2kxi0jEceyLDCTS4x9V1wI4f+OmFoCUFzCOhUcB2gtiQZkR5NDVAKW/dYSjATLzEwk45h91xM4pZxarX+nB+ZwDKrebC9qd+4IDpxkU7uSL4JoXCgDEIDV8cZjknUYwXFI8KQaNHsgpgd0KwC0q4pT3Qcsf1CVw+CGjxDgVe6DeJ5MXkWzz7Fef4j2UyDvXbE9GrkwAKXMt6qf4SD27kKOdKjuzArOTjJM3n5iC+OV3gIRxuC+tgNcq8I+NppFT0++Z0J7oDccR2PqmmROStZmQ9KA5sfMXLbE0QmuugYRz0IJ4dPZBIDS8khpnnzbboFFFGX9ntwu610TvxIT5HCKKQEOeRviVbeBWj6VmtbDiqGMfMo1uCOciUFzI4bxwGZiZhD+V0/SpPn92Eh002TVPj4FZlvCk49mYyjhOKxOksqCzuxFI3s7PBVNOGXVuHOy2GhCPW1ZsCrJgjY0gKktmGjvDMfECGok83vl2pW02APUZSjtqBN0E0rIsgsThBISABiJnvLo2RF/TXPJEXTtWJ0R5M/suUXgBoLwVaGdkg8A1bz5KbHLhsAd+500I65KdkUg/DUw3wU+AhgzWuatwLm+asxkVDLxihyzIZ5u0I9VkZc1Y2sEUlZ0XEOnfpjhl8k6XqDkZ0rLkvuT6qXnnpPUaqsqNSb6uwsM1ZPbwhLCd3W529tIPZFNTvQZeKyvjmfaHRQgvL4G9fAH2Uy/DPlA19cJDcgM4222QUDqgNikaeUEq9dM+dxXOhTUNj1f0HAckiIBe8Y4wTydWN2O2hHE4lzdhnbuquFan9eXpIPndIiDDdbDKYPdc8mX4E1Wx41VeFrSf9KeL5BvlX77O/JRR8R23CfxjI+qBujQ2RgcUkkVYPmwti4LUXbNpfZnaKAvizCSb61fSF6kN+Zzf8rlputsY0HQE/BjsFNIBJkBYc5XBTrXNojXPoWh7nBJEN8xntvn8ODNhhkm9GuKJT11ME+3fUJ+sURPO0xy0hQyJqESkMRquutsq3ZK9jKT29PP4yZsvlLMZxosXSK59CrEWQdKmWPshiJPGX1oBqVZgVUoIJ4e0jGymMv25YaV/SX+U6sJQRIHN5Vo41MskBtqNgJcvwTm1CH+6Bme7Dbrfgn9iIv2G9Xqw9zsIxivKuHNCAApEp+fNzCzXHgDwp6ogE5XiMZcEi93oAc+dhzM/K84dCBAcnwRhXLiR5lDz85z9AfSOjxXWZ/SoMpSrKA7J7liih0IPuBh4EIJ2Qu3+ibKui7bwSt1SHTGdGT18pPIUeuBZOXJfxIfFXn+ApDDI48TVOtL1AsN8SLJcEWREHYv880Hhmt8pgMeZwnKpMBPi6405CEvxIZo0cFHJEp4qUCV9WHPRmSkJ08Szl0APsiuCUdnRvE4SAvCH7dQ8o4DnIqwaMqJRAn/YVv24E0+SuO3ehU24awcih3RMSGHVUheWknktqz9l7JQgqNq6m2LB7iD5PSrTbGElZiK5C9rOA9nh3iBaYDwGYUWMDbcJwrOLiGbHwFc3hLZMAB6piU84Jel8JmUlvwvvDbWN9snjsG66AeFrb83ObiQIS/F4ymdOBy0xBvGZDitZYHfdBH+qJooNGXijqeRVIK6LcLSceYNI7RJeLF56pqFohzYVdxQMWmoUH8RqC96ywC0Cu9EDbfugngd0unCv7oI5FFHJRhS7QStQdOnJoeZ65KHkKqNL0ndqO58ihYhkLqIKAw053I0WEO9qeODDOndV8SozMWmtrbGSBYLMOSAnJPpBckG0sB5FgBLlnW5RMNSX2z1o810w/qbnsun5h4FrXygAOFhwsPwwE6f6EsNklvAE2D+pewLsn7Cx/FamuHRxQsBciqvviNCa8UT+BWni9m4s4+pD2cWhZFKZS7H0CENjUd+YtW+extLbiEIoCdNdeqfwYsibjzgTyVqi5VVEL12A3RCCKaxauPL+CJ1JqT/SDLOhisb8g7qFKx+I0B13VCLuY+f3R2xc+SmG3oitmoKYKlRSrYUA3XEHSz8TKi53qemqbL7e31h0cfn92eJgnoWw5iC450ac+/kKdm72gNwhn9PwsfIGXQAzh+Ly+4DdM146Z8SyEMyOYPWhabzys5bYeUjMmrkUlz/IsXeDi+RMAQBIycPW7R4uvZeku5WoLM4CwrKFH/wfQ9h55xmlDYQQrN9TxuV32Eq+Y8I5woqFKx+O0JrTkzc1Tw/jylttTYMOajYu/TQTbs45xstOzWHtfg947jyiF8+B+z6izS0AwMUPCXfN7H5EwswJDm4Y0hhMb9TGxZ8Wv3tLuwOdv/nDNi7+FE2VKiCb681XVdJ0nMQP4J1bh93owR+xceGDlqZUWU0fWNsEGxUCF9QCX5wBpwSdCQcXPmBp+Y45IVh5vYetO/WwIp1JFxcfES6hitklYKC9CAcLOVokwv344nts1Y00VkBWXu8JOpSBc7SnXVx5m6uk1gQEztU3e9i9MaeAcI72tIPlN2X5sJNLhJwSrL7Ow8Gim+4sE2jPl7Dyei8TwslasYXrfGtGz/l8GFzz5iNOCYaWAlS2KKxupNiJCQMWHkWask6+vDZ8MUB13QKNk7Unrl5WL8LCZ22U19qg42PCwyOG0Zc7KO+6qYYoNExx6DT/ORt2S7qLEEPl5U3MfWVaW2xWh2HuMRtuw+ApwiLQRgfs9jMgNkUQp1C02xHmPu/A2ys4/Dpog4x4yjbYbkaY/UKMI5m61EFUbQJOI8TU4w5cyRtDO4eARIhcHK6NP16C0wqy7+NvTIeIAFBdD1H6OwvOt18Ev+VUmiqSU4KpbxB4+5HweY/j21A/An3pMk5+5gTCOAl9upUOOSb/l4PSXqi1c2g5hNO20xSaCQ4NGCafcFHeVgUPd2zUr0Tw9qzM8yQeIqvHMPY1F96efqI8fDFCeYuqXluEwOpGGPu6h9KOPm/eboCxZ72cwBX1jHzXE/SRdCe+vGZtNTB0eQjW/Cy4bYENiXOJ7mgJI99zVZqSxqK0lT1P5sduM9SfceFdXQdf2wSZqoO7/dVqq8sx9FLsLSNpvgBQ3mRAksRmexes2YRtUdR6EcbHRmF1w9SGDyI87/zjp+FtB6AAaMlLLyVaPkdlyQYJ9TVS2ga8fZ0RWj5Dec0GCdWxtjoByMtXMOScVhE4YPcYSps2SCRls4uVOKcJWPl4QoSAhhx2Ww2fkoyp1RGHynkgDCAREcpflJ0FMMmTTtv9J8pkfAM+PU8AAXOg7owHFAzXvFAgnMPy9ZSGCbj7oW4HZbGXRo9lmqP03mlECCsOorPHROyYpK4ggtMQHgw0YMJDKW5D6lWQX0+dLko76mJMFlBpu+BQlVoIx6pgJfXGKDhQ3vQ1e3/aPsPBIo04Kuv+4XZ+ZIyCRhy1FV97XpQYXMwBR/1K5sqrnEvk20WELZwGDjgByLFZhBVbESS15VyOWwjPHX7HKXA7F0qCiHGoX+npW3BC4DZCQQf5Vyxrcx7c/RDenlpHgjNywYxT2vLh7el2dBIBI+cL6tloIX9ti1ORT3r8hRw3SrK67e6jtjyZniFk/YGOkxbK4e50xG1gZEzc7kaYfCZCMFsHmaiZTaBU8k7jQnGa+l4uN3Fc3tCVLlgnDlI3PQF66hj8IQ/u+VVM/b2PcHII3KGKFu/uh3CXthFCnCk4Ly+DHROxlma/qa8RwjnGXzA7Jbj7ocDhmQkZHAjrHugdN+h9IyKt5dzXQmUXSbjwQJv6nnk8S9sB5p/Ief/EdDj7TTNOZd1HZQMpXSe7bBpyzH29azQJVa92Ud6KXdNjJVREQuCY/1pX2ZVfv9EsgWx/TLZjgG4HTYFm5pziw1cdj8SS3Lu4CfvZC6A9dWeiHGhJkPcA0uK69DmANLWtH3M3ekH0+QZAeoOyqFzCePrvUEi0HS6VlyuX+gzk5StwVnbBbQp/rm60N2vt4BzM1S+NKYKRc/N5ickWXVBVeriXf9+n+zwMQaXk6sZ5K8ghnTe3mZ4rINGv3DaFFk14uXITPEDQZHIvRgPpsNNEu6ptXG4nRTBWju9szCOYrsN+8QrcKzvmepIyDpqg7eKb98Z+SH0BYFxPRoEHpOFuAEkTl9eraRxj5izTSeLY0s95JHVAsIgSYyt9n0dVhD5X+Ive/8F2Cte8UKDdCM4PlmG1sosf+a248rMA8v7JqaaR8zoAADY6BDIxBm5nB3SEcVDJD1wG7XBNcitL2qsxXElrSdzSFA+MIgae956QnnNDX0SH4kd5DT9+li4aw4GXcuiVEHzuQC0PzKVgZ0/Anx9V+jkI0IDBO7cGZ7s9ME7huB1WLVEZtRJILv+pbadRbWVIvnd2u7C//4rwZCpoX9FPQAgU3uqTEzvPPBL83GFmvlwtMKQJpFvQedqSx1aDnMLEbQq+MI1wsjhVJDgDGAPZbRjL7LcG8gJLN5Oa6pN+lXfg0prVzuAS+paZudQGs5KZEwC5epX6FZOQue15xdd0TlgE17z5CATi0pEUHVSW9qnLV/ydhp4MKlMD1hHG44siutbpj5dBRktKGZySzBZYpIHmvBtSJtzH3TNpWx5S5lQk9g1MOa0/z+CpSpjKucwhmrvcl8RLSZ4H01hwQoTLIVfLSftEABIV7BoozMQv79AKhJ+z0wYYEEwa8h5IZ058vwESjKQB25TDdnkMDZAfs+T3qOLAnp4Qpi+DmS9vUsj3yeqGYK0sMXtfN2H5sUGQ59uXMkLwzN5vKja3W0jDryjfFODFz4PxSl+6Iq4LfuYkgtwlP/1DGEPUiAYavu2jFMqMNS8YioSdrEClimh+3oiKowg05Gg+ecZhvnuUfJaPtSQrYgPCNb9TYJ6FnZ84icvvqKSeIon2yimw8roSmvOuNmgHCx6W31DSPEW4RbDyBg+tWVdMtDRBzeNVrN8neSLE2krkUqy+1kM3CZAlVRUen8LGq0rZZMbEEnkWVt7ooTvmaAuEljwlIF7S9rBkYeV1JWMwNgBpQLxEuyecIyxZWH2glHlWEF2DVPyiufCWWbuvZA6sVgBhxcL6fZ7ijZHuMlzV+yvZBvfGHGy8qqTcR0jGYvvWEtpyQLz4eXvKxdUPHoc/KW7dpof+FsHmnSURSyo3np1JF1u3lUBWt0FWNxRz4+YdJfRG1Zu/0e4+wpqDrds9RfMjXASd27y7hN6I7tHWmvewe5OrmYGYQ7F+XxWts5Pa3YvOQh17p73sklKMFrkiiF5YEYIprLmwJsQ9AjJcR2MxyyGSjKl94GPnTBaUUB10gqiuB3mMXIrdm1zVtJJnuLmdN3MI9k+5KX3IGnBnyjMHxPMo9k956hqNoT3lIhofyr6tu2AlC5FnoXHcU9ZogteedtGbyEXJ5RyRZ+FgwUvDdcgm5fa0C38oN28kC6JnMo11plwRe0l5IQIktqdc6EKRozvhICzrERFS13mifk84R2/MEfOWK495FnqjTtoPeQfTG7XTc82jwDUvFMABEgF2mxhtnzSAOPWXNEHWbME9YKB5p5h0gQmNR9vKAcJmGr/LoqUC3BLv8uEZOCVgdlZ+svg5AZgjgqeli0pafCxHu0l9wRBPfao1TwU5Q1PSRpugN8bTQHXmMVS1cuYQdCd4GjM+02Zku4G6UCOPoD0Xae66wmyQI9xYMAYVgtY8yw7Q0vKA1jGOXl1mVKJcf4iiuShi9FCfwXnuEpydDphN0FpgKk4MvWGC5gmG4JZjCM8spLSR4Pg1qvTNnp/F/gkbrQWW2siTMWAWQePGUODIQCnaUxTN41D7H49n42wAf4hq2ufBMRuNUzpOVKLYv8uHP5QJ8zQg3lgdjRvU0CT2bgfkxYtoLgJB1bzs21O6cuTXLey/vouwnO9P8W4sqFnYeUMPfl29l8Ipwc7Nljkg3rCN3Yc6CKqWYuLkhGDzboL9M7FQkEyS3VELOz/Z1e75MItg/T5g+xZdMLcnbWy9rZvef0nbR4C11wI7N+cZPNCecrD+sJ8K4ExpAFbezLB9i66EtWZsrD4ciLsxklBkDsXyQxy7Z+K2SbGPGscdLL89UoQ2J8Lt+eo7I+zepPdn77SHq++IwHJ5KZhDsPLuEPsnj24MuubNR4RzVFd6qK4hzUpEwNPfZ/93vOXmPGW6vNdD/bvLKG1NQvbjJpQDPsf8V2O7LxVmjGSpDr1ygMqKA+dinNFpWGSwssIIx77aUW/MxnU5F9YwS2c1cw3tRVh8NFQyw6VnFt0exp9tpReQkv64+wwnPqtKMrGbiXM3HLRAR0piYcWCw91jOPmZvPTjigmDMA6EPN3SersBTib1yLuIUPojFPFyQAV+ecPHqb+OM0mlY8cAi4BIZg9wnmr3Q0s9DC1J8xbjWiHH4hdE7PzUjTjGGznXxfAFkW0MnINUK2A2FUHnPhPBWdkHX15T+jb6chcj5wgQcWFmDMVOyQ4YbvyTprhxXJV2gLaF8Re7GPtB1h+xteco73Rw5o8tEcMI2ZyBMUw+1Y7NQ1x55+wz3PBnFISFIoFOxERcJgBT39jByPlqhhODt+3j1J9aoIHktZTM88WrOPYVV5mbaKgEetMJLD7eUy7VIZkzzlE/d4BwSLi/koiBORYqGz6O/98WrE7irmsybXGlzPKWjxOfyHDSbwjB3Nc7iHZ2Nbzyho+F/8uGnRwgxzZwEjIsfNFH6VIcEI9zUD8CpwS1lR5K/92G3croN5mH448S2E3pOWMgIcfQUg+VP41xpIxmBBwn/k4E/UvnjDPQgKF+pYvy/7DhtDOaT2j9xKcpaBDTYlJXxFG/3EPlLy0RG0kaMiuMcPzTRODIscA4x8h5H7UVC3YnELwiMW8HwOLfOLA7PXFRlWUFjr7URWXLScOMA///9r40SK/iOvvpu73vvLPvi0ajHQmBAFkGIQwCGwVZgMGAYz6MjWMTO7ZFxTEUpVBOTCAuS4Eq+JF4SSUO/kHK2C6zxAbbYRFgQECkTwIkQEhC0kijWbTMPu9yl/P96Hv7dt973xnJJSJpvvtUjTRzb/ftPt2n+3SfPn0OAI2bp3c+acIcLYH5Y9ezyzjeioCREllm+mBkZAS1tbX4VPbzMI43RnPJhog7a1pg+tQbKSJSYrPCIx4/VdOhWXHJLsoK4i1Pka5s/TKZxDOQxHxybGHj+NYB5DgibrKWjfvfScwjt8UJlCXTBcb4DdzjxIm2oxznGpi6Hb1iEWAamGkcF22ef+ciqEssrvZxQGnH4+RDUXYQo/k42zCpLCICXHfS/lPa8QR4+GTwyEfejgFtJ9KOrifiJp/Q2PwT5oE/tSzbK2Fj8ZcYHh5GTU35w/xpLxSuwPUw2PE1dooUKVJMVzhk40U8NaVQOGH10csvv4wHH3wQW7ZsQW9vL5544gl89rOfVdK89957WLduHV566SU4joPFixfj17/+Nbq6eMjCQqGAu+66C4899hiKxSJWr16NH/3oR2htbRXf6O7uxje/+U1s3LgRVVVV+PKXv4z169fDOM6VhSBwThcMjUt7EdBeto6Q4PUfhjc+Di2bhdbeGqp0JjPnKpbg9BziZXXOEIem5coIvuce6gMVizxASUtT8vcj5dKxQbhDwwBjvCzTEDSVrafnwT14COQ40Ovrweprw+9NkpeGR3hgdk2H0TUjvBilxa1PBK22A6f7IEAEvbkZrLpSeV+uPejIMbgjIwAALZeD1tYST6MxsHwR5DhglblYO+o1NWBNksM2n57E+o6Owz18mLdjVyd3hhdpM2ia2iZEcA/08HZsbACrjQ+qpD73+gbgTUyAGQb0mTNEnUS6oCwZtsPjSxBBb20J6VUKC9WaoqzDR+GNjoJlMtA72srzrIySLWJZBG2Y1GZRBHQBgF5XC9ZQP3VZAOB5cLp7AM+F3tQIVlOtvi8z1gLel9sxqQ0UlGvHycYzEdyDvSC7xOeBjrap60fE2zGYB2Z0AJnj1E4c6oNXKECrrobW3HhcZdFEHm7/gDIPTAXSGFAcB7qnrtMJC4Xx8XGcf/75+OpXv4obb7wx9n7Pnj249NJLcfvtt+O+++5DTU0NduzYgay05fvOd76Dp59+Gr/61a9QW1uLO+64AzfeeCNeffVVAIDrurjmmmvQ1taG1157Db29vbjttttgmiZ+8IMfnFB9izPrUaqsRKlGR/aILUzDgkOmQqMBc9yDkXeRmcjDGx8Hq8xhfFELnEoNmWOOYlpGjKHYYMAc86AXXRhDRaDnEMAYSrObUWjOIDNkxw7sivUGrFEXmn+z2hocglssQmtpwuj5rbCGnZi5p12jwxhzhU//jOsCQ8Nguo7CgtbIpSBenl2jwxx1hQmtZnswBo7wybS+VvF0KayWKnXoeVdxv5DpZsDRY2CmgVJng3A1DHAGs6t0mGNhOYyIxwoO6tRUh2JbdVgO436BjLwbXuLxLXcytgP4QoHlKkQdudM3DXrB47Gqt+8HlWzYCzpg15q+//lBuMUiWE01irMaRB7hz1+CU6FDcwjZgxZw+DD3fdTZyIO6ZHkeY7QEbe8hOGfNBHM9MI9g12aglTwYvf1cpVZfi/zcRhDjbhOife1mNX4bnoDMyCjgC4XCnCZ4lga96MbuBDgVOvSC76ai4EDr7eMqvLZGFForuV44ahmU0flFP/95pliCNzoKLZdDYW5TgjM6JsoP/jZHS5x/ieAtmKm6lvfhmZqva/cfMMAaHgF8ocCqq8M+C0yXDZZYZx7+sh9UdIGGOhT8YDrcyAKxmBeBSXaWiPO+ZXF+lKyHFOMNyTRTn3DAenoBckHNDSg150LTaMktu2gfjd8eNgeOgOwSWAXnRZFHxNZAzOTUGPHnAQBuewOcaks1u5bMUcVFTI9gDg4DhQK0ylzcC62UT+YX8/AE0D8AMI3zb0WCc8MEeGPWcQmFE7Y+WrNmDb7//e/jhhtuSHz/3e9+F1dffTUeeOABLF26FPPmzcN1112Hlha++hseHsZPf/pTPPTQQ/jUpz6FZcuW4ZFHHsFrr72G119/HQDw3//933j33Xfx6KOP4oILLsCaNWvwj//4j/jhD3+IUin5JuNkGJ1p4NCf+aEgA8tPj5uNHboqdFQna9KG55nouYqHqZQnazejoWe1h9EZcXk6uLACPasgYgorea52MdZhCsuaABMLW9Bzhaa62yZuwnnwRgcTraGn1gCsogKHl4bmpYDPLIMF9F2k89iwQZ0Vh3gVsQFXqjVw4HMOivVTMJb0qtBgoOfPbe7FVWJ8ZsfdCgTl5ZtMHPicC7taD01RwQcIVVUkFjnSZWH/DfwyGzEG1NcCs2bAzRnY/xmGYwsjqzEChufyPK6lKXV2Le4Qb2hexPzVdpHpPoZji0xuDunr0zXHg3HoGEhjGO20oHhJBTA0l5upWgcGlQuGbpY70RudGTHv1DQMLMug+9N67HZ2qcbAwS/aGG+Pqzn7PlGPA6tUM0UAKNaZ6L7VEc4PFeubuR3ouTy0JAr+L9UZ2Pd5Eh6D1Yt6DGNzqsLLhv5PvsnE3v+DMA5w0gJbvrzmEUp1BvZ+jqFUZ4R94P/ff2GFcIgnW7UVGg3svVkT5tTyfZaDV1gY/lhkxQ7fUd2NBo+RLNWNNIaDn7JweGncysmu0XHwCoubhErlgAEHP2Xh6OLIeQUBE20md6JXEe4oA2HVc4WFwbPignS83UL3VRbnQ6nNPIPh4JUWhubG84zNsHDgSsnENrBY0hkOrcwkms6PzarAoZVxU17P1NBzGY8lL54f39HDyTVJ9TwPTz/9NM466yysXr0aLS0tWL58OZ588kmRZsuWLbBtG6tWrRLPFi1ahK6uLmzatAkAsGnTJixZskRRJ61evRojIyPYsWNHYtnFYhEjIyPKT4Ca/TZm/jZ0QhXYe2slDzOfZqj7MO5Qq25XCTOf5o6tAhBj0Is8T80BP4/UgvU78+h8lsLIaeDMoxc9zHhGR2Wfo97wBZDbOYAZL3rKihvMd273lIlcv7TrCFY3hSKa3ioqAwcEaAcHMP9nA8getRMneG00r5g88pWig7bfWcIZWzhIVA6SY/dmBh20PJ2BOSIJAQbYHfWJB4eMCJkhBy3PmTAmPKUc5hHYhOQLhkhYjVT2OWh9UeerVAClmfWwm3NgDqHtJS3Wb9wixc/jqDtCzSa0vqijpjvBn9ToONo2jYM5BKcmw4PPV5kozW7G8Fn+xMIkL6keoXavjdz2Q9yCigCrZwiZ3f3QCx6aXzKRG4iU43mo/8BBy5txFZqR91D3fAWyx+K7m4b3i2h8W73RTozBHHdR98csrBFXtKdwiDcwjPr34v1vjLuof9OEOebGJheA+80Sl+P8H3PMQ91mC3qRlNVu1DutqAO4M8fa7Sb0vKfevwFQ1eMB+bjvH3PcQ/V7JrRiwJx+No9Q3Q1U9Ed8QzHAnPBQvTvsa/HKI+R6GHJHpK2vb9pdva0Pc38xKHbsAgTk+hgyw3HrKiNPyPVqYVhYCvkqc5TBHCf1QhkRNJtgDTPlsh4f34A5wmAU45cLhel8JEAPI0Ar8l1UbOflAcxG6FZfWLtF+p/h+NSJOMkmqQMDAxgbG8OGDRvw/e9/H//0T/+E3//+97jxxhuxceNGXH755ejr64NlWairq1Pytra2oq+Pmwr29fUpAiF4H7xLwvr163HffffFXxBgjNnQ7HjMAgBCbaMgcIgnqQbkNNZQ3HkawLf91pCmhMQTzDPoJK/EC0VYQ04sUlOQJ4CiKnJdHss2G3YfaQz2ok5uzuomlAOul2Uz6vnWXtywZKgYsNVbxnKeYhFWzyCKsxohbiS7QK4/WfBEEXxXL3moPKTmEeVJ5q/eyBjw9gcwzp0PYllU9vrvIu1d2Rd3iAdwYVo1EU5Ywk5/wkbjS31wOtQtOhka7AUdIDO88Q7D7wNTQ+UhO1Y2aZye4vyQRynDdxPM4+aISfyROWbDGg5XbKHA8lC3p0ye/jEwUle8jAjMJtTvCh0MmiNFuEe4zyAaHkFlb0lMYIEpsV7y0LCzGKol5PYjgjFcFA7xgroZBReN70Wc24Fi5zDyrWej4KLpHcl7rKg4UNlT4BY3gJikiDEYed+JXlA3FpZVt7sI6+AxBKMhuP9jjjpo3qqOxYCnGt8tiFjHcru5TTVgthsXJERoeqeQ6E4mM2ij7Y3Quy9DeI+i+a1CvN8YQ8URW4TDlMuAB7S9WUhoG4bKvhI3nY/UGQTuRE9WQ/moPJBHxUB4VyWgX3MJHa8UlVvSx4uTvlMAgOuvvx7f+c53cMEFF+Bv//Zvce211+InP/nJySwqhnvuuQfDw8Pi58CBAwAA6/A49Ld2C91rdKUOhBOHMO0q5yMlYFYt/g0AoQ8i6UZs7BvBd5QCEK7Q5PoEK2miuOAi6b2fxgu8S0YEkiimslJsM60PDyPTfUw5wwj+J/kQDxArUPPwBDRfUEbz8T/iOuwY7XJ9knYzVZVgC+fArbIUn0/RW8CJ30vQEwd/Gz3H4BzsgdE9oNRTHyvC3LEfej4804kKx7KHrtKK2m7OoTSzPqYeVIlT38V4otzAjfYnqWkZEdysAa0yWQ2X6NZB/j+anLEY38k3o7mrhXhlE/tZaiP+d3Khk43Lcs/FDW9KyMMifODxdE61xWNXB/kUwZhYtanflUtPERpIrZfSXv7kr5xxJLRJDBF+k8sLjUhOrOonVSg0NTXBMAwsXrxYeX722Weju5ufcLS1taFUKmFoaEhJ09/fj7a2NpGmv78/9j54l4RMJoOamhrlBwCc2izYrBm+vlhSjwQoM4EGz8SNYsC/1BPqIGOTbswbZ6Q8nzGUfJqmDPZYPcpOMNLt5+CK+1ReSjOhnpsqMiK4jTIBRtRHLJNBaWYjtKIL2vkhzEODiQIhXm9JyER2QZNO7rrG/d9Inj6FqmmqnYkkVKMrNHtmI4zZXbDnqPxDpg5WmVMO/zIHBrnbZcLUbSo+FPkziU4v/l5uy6l8FSmLk2jxpgZW6e8o5PbWJvkuoAjI6A1fIBQC0YWRsnCSPQUwpvzI342WF0yEwuustEOYElKdZEeEwUQaG5tJYz7SNpO2f4S3xIQdCJfoTBpdHDDExqkXvTcRLA4juyu5fsRYzCFe4nmBIoiD7x4fL59UoWBZFi688ELs3LlTef7BBx9g1qxZAIBly5bBNE08//zz4v3OnTvR3d2NFStWAABWrFiBd955BwMDAyLNs88+i5qampjAmQpeRkexrVpYK0QhexOUDxKDSULoEQFF0pdl3IhqIPhdnsAVBvW8OPMkrHQTJ0SKMHuwi5EHdETXGeQrzahFsbUqua7RnQJj8LI6cO4C7rk0eOxPoqHlh1Rv6dBZ9sqpnIMA3LvnyGictkkgC9wolBWt9LeX0VGc08TpkOBlTRTntwqX28whoP9I3DWzxB9RVyX8YbyOkwmx6Puy6cvsviY9NIwIskkXQVH1BuL8J+dLRNRLKqamX61g+TKmFBARPgiES7R8ZeKMTpZS3nKLw+jvsuBMnFcSviMfaifyrxhHEi1JdEZ8kU26IzjRHQ7+BKEwNjaGbdu2Ydu2bQCAvXv3Ytu2bWIncPfdd+MXv/gF/u3f/g27d+/Gv/zLv+A3v/kNvvWtbwEAamtrcfvtt+POO+/Exo0bsWXLFnzlK1/BihUrcPHFFwMArrrqKixevBhf+tKX8NZbb+EPf/gD/u7v/g5r165F5gRuuwIACBjvMNGzkp/qixUZAWQwHPgzC6OdPDSefDNwZJaFnpVZPz6t/5BxK5aeyzM8DGKkU0fmV6H34nD1HRweeybDwU9aYR4pmz2nFQO+JZHMLG5GQ8/lyY7VtGwGQwsqYgPQqdBx6LKMCHlJmrqqoKwVGxxOhY7eSzJKqMHEyVZjsOuzIFODXWmg5zLfiV6wmvfUlQhzXGXlV6o10LsiG3PGRoYGVl2V2HWFRhP9F0pOCYOdlsZw5LwsxttUXiDGUGgy0b8sy/3RS+og0hgGlmaRb47bj4+3W+j/OHdK6Fka7PPmwm7MwbM09H/cd6LHwoNm0hjGOi3uyDAy+D1TQ99FvhO9CEZmZ3H0HCmP31xuhjsYtKsSfOjMq8PggkxM5eBkdQwszaohIn2wxnqMzAr5MBD0TlbHkSW8D2J9zBicWmnn6L92ckGeuKO6WLn+Nz2T4diiZMd7+baMekvY5w83o2PwrIyIRy1/c6zTgtsUuRfCeBsMLeDjWhbUxBjGZlgoNsbnCifLnegl3cUY60hwbgduYjzSlYnHYQF3vCcsswL443e8XXbYGNZtosXi/absCHh89cD/lCKINIZ8s5nYb07ODMPvRoRrocEMnVaegHA4YaGwefNmLF26FEuXLgUA3HnnnVi6dCm+973vAQBuuOEG/OQnP8EDDzyAJUuW4N///d/x61//Gpdeeqn4xsMPP4xrr70WN910E1auXIm2tjY8/vjj4r2u6/jtb38LXdexYsUKfPGLX8Rtt92G+++//0Sry79XAqxh/nvA8KRzvzXWMINuUxjMW+QhGON85RjY7weWAHoBoSttCZpN0GUjCSHxAb3AQhtsOZu0Oih3fiDKUtQw6lY9gKdHVC3yTiFpFaQzOLlwBRyqCaS0Qaz5YCWpA26OFNVVNLYEZS1F9UAaQ6mOO/iTGZQ0BorqwoMJKcNQaCDJsSBX3xED8i0EuzKuInCyDIUWUhyE8Tb181So9QQR7CqGfJsnyvGs0Gw230pwsvFhUqriTgGjq0RPZ5jodGHnuJ0+BZY2moZiPcNEK4W7QT+vZzKMz7Vh54KGDj863qpjvFNtFxDgZRhGz3Jg57S4YKrJYbwj7vvfyWkYPseJO7fzoQgyv452lY7h80twK0L1awyRydWu0jH4cRtOLp5naL4OllP7mxGhWKdj6LK44z3SGI6czzAyP75wKDToGLzcd4gn8SIYMHAhEh3I5ZsNHLmiFDqqA3h76gwDKwhD85Ic4hk48kmeRxY+nqmh71LC8Oy4IBnrMNC3yoHjR0eU+7r3kx6G50bMjIkw0mWg95PcDF5uM89gOHSVh+E5Rkx9NHiWhUN/5vmL15B+N6Oj5xoXozOly7THu3Gb7m4uLlv5PRhGVlH9iMNEycc5MYbMjgNw+wegNzagdN5s6HkHzHZh1/q2y/7ELa8yjJEiaMsOvpJcdg7smkx8uy7PQT4jZv7vbrhDwzDa21Bc1KG8kyEfWmf3DMDZf4AHL7/4XOEQT1YpyGqTYLdi/M9OeBMTMObMElZE8oQR1b8DgHVwCO6uD8EyGbgXL1ZMUpX6USjo9IIL7Y3tPMrYuYtQaq2M6X6TJpbMrv7wVm1TI0pLZsX7CUBm3xHQeB724k54vmM56//uhjsyAqNzBooLWmM7Lrndg8tRVv8Y3Hc/4IFvLjpHseKSaQqEGQjQXA/GG+/BKxSgz5/DQ10ieZKU6bTe3gf36DFo2Syc5WcLPXK03UmyGtOKLrQ3d4Tt2FJZthx5tZv5oA9OzyHo9fUofmxuKJAj5QRegQFumUebtwNEnH9rs7F280ymhrMlwHqH0wUAxqyZKM5tjuXR7DCOgFAtEWBs2sFvoS+Yi1Jnndj9uRl+6U9uf4BPcBW7j8DdvRdaLgfnwoVCCLiWf1Ew6Av/W56lwRh3oL36NuC50M5bJM6qxOXGyNgMLgNab7wPb3wcen09ShfMUcrRXE8ZC25W43kGC3weAMCWnYNSfRZuVocx4YY7L78sJ6dDK3rQHIL11l64g4Mw2lqRP7cTbtZ3oielJ8ZgV+sw8txBn3l4At729wFNh3fZeSjWmfzCqsy3/u7cHHeh2dw4hMbH8dLr3z/5bi7ORATSNXYQLDFE7ECRAH1PL6hQgHbBfG7nLB0UJetdKSZoknTNSYeSwTvl/MBncJEvSVdMECaHNKmiGYA8YSIsIzGbPAm5JOLwJk24jAhaUbXvlvX+5fT8Il2s7LB+cj+5jdVgVX4QljJBdsTEkHDIKW5sU7wdrR6+lSx11MZ2crztE8pBsqBTeEnmEw9gLKRHFnpMUo2BILykTqabV3TJcp1dl9++jQh/AGCBg9+SFw8/6UX6w6dLL0XKj/KLp9Ju9QzCq6+CXW0hqnJRPOlK32NE6i10SZDoRZerI6MgbjIr/mShuSjPEy+LeSRujkfp4Hni8wBzed2Y48F8rxvU3sLvyxDBmHDj7cG4VkAbk8xlpTTGeHIe5gHmWELMaY/EpB97V/K4Wb0u8aH/f2bIDmkACZ6aCtNeKEymA1UmY40h6m3Qm90GeF4Y+MSfEKOTnIA/aYqBDjXyUjnrBmXilFdp8oBK6k959xNx35FMcIL6ylfnlDtkE1kTaBaDdtyGtuNDsNmd4dzpebFvJtHIH8jSWVMnM0nIxlwwTMLj0TKiq7Vo2cxxeftE2pxNVohfh+jKuuwBq2+SGlXrJB18Mo3JrvbLtx0Q7/dyptA+jNES2LsfQjt7TszvUqzdKfI8qXwtPL/RJxx4+w5AH2uEs2hGSFtSkzD13Edu67JtKNUzaUcu7ywVeGEaIdAn66sk6AystgZehRnPG1FJ8mdQeE7Z0UcWpYjwglh8amxqHpQ0BIpFVNAmkQuEU2HaCwVh6y6tcKOrF7GqVDoZsKst8XvQyFF1TVJovKRdiLmjG2huQKmtOtY5zKMpT3diAiUyWAVjxFZxCR/z0xKLr3KTrFJidZEGBGkMXoUBvbMdbqUVFh856xCPywjA8ONe+XcJ9Yg/hDIYlQkgaLSEfEIdJLdhVHgmIFH4lEMQF2IqIRKZLKI7u9hN2HK7ieARU8txK0yYne1wKszYBS8AqsoHCcIxWpS0A3QqTZjnLIBdlVHp8L+nEdSdhSSsE9siSZB74LFNpLYQF8qQkB5Q7oiIhVrCzjwRgdAln09kQTfVQiwiEI5LCAXtzeLpo2cK0TlMDi+sfGsS8qKY9pHXjAkbdpWBfLMVMwkljVsCeJaG7N4j8I4NiXxOTuen+pIUDlb8+WYz3HpLLehWmsKvDCAJG43BWdAJpy7B22VFFvmm0OJA/GgMhUYjHqkMANN1uLnQR4xWcsUACULzBeUrB+jSrkV8k0FYKwkaiVQVixzuUOO6+VJNGCPXNTUUZ9SCjDg7hW0N2NVSJK7JVpB+3T2dKRY58uBzKvSYcQDAD+Xsynj8XkYEu9KIhbsE8XCpwWFlFHalwa2fIsLVMzXFF44MEdUrQptnaTGLnGBicnK6Ym8vqmcZ3IJEmuCD/nOzEYugIPiKrnP+ZBDtIMqp0OGZGkozahUnhwAUgSWfqTgVoTeAxAlQ9uXEgFJjDna1GUvLiEfrEzuZyITnmWGbxXaYctzqoNoMYnzIaQPeUXhAMhahyKQqaNNZnKfkBYIkoGK7jciuIRjDcjnyvJPEH4EWIrYDkqsTUWXGxq38ueAeBoV/Hw+mvVDQDx7BeJuOvktUBmLEbwD3ftLDeJsBGhkFOaEvnZEuA32f8CdP3yrH6huF9UEvBi7iFgn8ZfjNwQVZ9F3ClMHNiJuK7vqKhZF5FaGFgI+Js5rRd7EWYzanQsehNS4KDUacMbIZHL6Ax5m1+sdg7tgP5ngo1Rnoud5GsT7ZeZlXlVUGHTGGYr2BQzeWhCMyUb+oLlwMAh47+eAN3Lkd32kEFUvYQvvIN5s4eJODUo0hBkQgtKg6LiwZEUZmWei+jpS4zgC3FOm+WsOxRXGTw+F5Frqv5abDcjt7pobua4HhOQkhDRdY2P8ZfjgqrKkYN+HsvsHDyGzVjJV5hKNnW+heo8XiAzs5Hfs/52F0ZsT0VdPQf2EGB1bpShkAF5bdn3cTzZz7LqlDzxWmOqAZd27XfbOLYkPckaE3ux29l0jO0/zX+WYTB77gqDG8pZ3h2Oyq2IWufJOJ7lvkvk7ajZLCo8UGA/v+nGDXSP3m93fvxRXQ6+tEmUEdC00m9n2OCZNQeQIdnmPBC6K1IeTRsQ4Le29iiaE1D15p4egSla+IMUy0mdj3GVNYBQX5PJ3hwJUWBhfGeWq0M4N915qqxRL4AqR7te8QLyIAR7u4Q7zoIsTTeZ4oTwHAyOwMDl5pwTNCS6LgkPvgp3zTeUCZtUfmVeDgJ+Nxql1Lw4ErLe5QM9iFpWcKHPacVtTtKaLqkB66//WlvlbyMOs3GvRCCfbiWTDf17mffQB1e2zUdId6PWIMXlUWer6Is9bvAhrqUJpRq0x+De/lUXXIFId8QVlG3sXMp3kIwOgAzr3fj06tVTm8Dg7dOn9jwBy1FV9KAED5PJq3cttXrzIDrakeZGiwhh10/JeJzJDv3M6/gR2ATRRBTZXh1lljsIYctP2XBXM04mcpadsKLgAyQw7anzZgjvpuxcspKyWVXcVRB62/s2CO2cICRryXw3FKqDrkwHpeh160lW0w84D2lxnM8bgjw+qDDjJDOvSSI+rNiId9bN+owRpxYqu62r02Kg7r0GzJuRwAveih/Vm/PSNnPXUfOqjynaTJqzs976H1OZM7GFRWqh4a3nPgWvHBaYy7aH4ug8xgnJ6mHXnkjmRifGOOuWh8MQNrJPTJE5wP6H2DaNhRpapT/H6rfzELYyLu2h1EqOgvgnzTxiCvNeKi/pUMDxE52UJTUv+YYx7qN0uqKUmVV7PPA02E/R1M4uaYi7qtJvRieGkwqKNuA6yjFdj1oZIvM+w73itEfPwQUL0PyB1WdxeMCJlBF7OeIWQG8nDqMqIc5gFV3UD2WNxRnjXmoWq/Hho3+LtyRkDukO9EL9o/4x73SeSp/MEIyA4wmBNxva5eJFiD/F6UJlkdMgLMUQYjMObw1DzGuMbPdbxwx8CIwcgzaE6ojj3e45NpLxTIYLC27YXV1oRSa3Xs0EXPeyKdfECn2R604PDeZ06nyoRT1QTzcA5eVdyNrVZyYUz4B6XSto0R+ZORul0FABRLwhpCTBa+iiAzGA5EPuj9ba5H0PMOvKzOzz2qLaEWChzviUlck4SCG/reD88ToDjuEnkjB5AiH7j9ffZoOOmGjR3XB4vvOsSd2AFiVSVsvt2Egw/iliXCukReKBOh4nB5h3jGRLIHz1y/Wn65PLLOOddXEncw5DMnc8yBOYZQWEkTX9WhZPfumSE75AtpEtVcQvVByVGdBPPIBCqkg9xgQtJsD7X7eLxls3cIdlutUB/R6BgqDtuKvpuBoJd8x3tKO4c06eM2nNqMcn5gFFzU73JjO9wkBPXTiy4a3o+bfAIRh3gSjDx3vJekcqo+UAQr2cozYgzmmIOm7f64cvnOPzhbqP+gCE2yTAom0sp3+7hZt2HAuGARnOrQ9YtwFhgpPzNoo3nIDulhIa3Nb/uO6iKeAyoO28geDceifIDfuiXuJRYAKntLyPWr/reYy8d125vJDvGqDuRRcSTc5QfQSh7aXy2q4z1VH3F4ugY01cOtzpZd6ZQ7/JEPYuU0dnMOTi6+1Q+sV4S+kKnfJo3F/Z1Ey5RUCzGHeoqpo6pPjNIizg5cCnXNZeiO6W99WmS6ZAEXyy90vMkNXO4gVNCYlG8K/j0uyxGZBMZCYa2kiX9D0TPLfSALM6mewbdFOeUgWcAE5Sg6dFY+v7zqD3Z5APfMS70D6oFxwp0SmZ6oWkktKOyXJIeOYT2kekZUW0k0JAqVMm0frXusPOUbgHlsAuZ73cLFerk2JI2Bclkw04JWWwM3a0wp7JSzFKmPxRgP+jNydhddxCTxatlnEZ4QY8/lln5J9QvyKnwr1Ze/K0umgmm/U2BEKHbV89+9UG0iW92Um2CCtPIKXl5FljsklVd0vADpub/SiOUJTFYllYvMkEn6QFm1FZ2oAH/rqcdX/YoqJhjs8t0LhviAjTC58h1iZWmKM2ZckCXuMLRJ0gfJElY+SjnHOQiU70mLAOVbFPo+ih0IywM32vdRyBsrxq17xN2EKVbiSlv46e1qC/oFC3hEtXK7O3lik/ie86I8ucuLAqmOkbaPqRfL+VoKPi0tjuT4AsoNeGknlGR1I+dRFkwEkGVAq6pU6h/rf/+eUqm1Glr92XCsMNhRWImEcpn6TWWCP0H+kueR5ATy7tFTFjLM4ztC6h0AmxFx6qiop/j/WsmF2TcMu60WlNHLq3gTMG2FQjCAvYm8CKghdzcxiUGJQAAcOw+XbJCT5/FniUA6j8bFJzimfIcYwApFeMS3llp+HKQ7yuQh8lH4P/MItlOARzbIKYANjYDt6wNrqodTV6GWEXyHAMfJwyEbIA8sPw7P0cM6UVg/OXat53pwXF4WShPwxviN1YAuBUE9AbilCThkg5EGKkyA7IT0cj4AXsnhNJEDKozDm9CUb1LwTzDQ/EHi2D5dAMgpwBsfF+0b9pfahgGZtue3v52X8kntwEJlSNAvTmEcLvnnO0E7EviKV9a9+ovBoB2JbBDZQHEcNGYp7S33l/yL4xR4WZ4GGh9TLbRklZT0La/kwnVLALm8HcfVb5I/mQc87BABDoNdmoBLNrygDbWwzQS/e/6K0e8HN2/7/EvQJiZAuqO0cWK/AXDcIly/zyCNF4UnogsnBsDx4Lkl3o6lCXjjknWZ1AfROjg+P2oO72fRjkQoaQS05oD8BGR4JZeXQy70iXF4vncNDwAmQh5S6kcAfJ4iL+TF8KOhEJfnWbfgtyP4POAxO+Qfqe+UchjAHH/OsQvwxsZ5Hon/gnYgxlCqMaDpTYDjtz15YOPjIEf3+RSCj/WRIkr79oFlZoMqOa9SYcKnucw4Doqdrm4uPvzwQ8ybN+9UVyNFihQpTiscOHAAnZ2dZd9P251CQwO/jNTd3Y3a2tpTXJuTi5GREcycORMHDhyY1IfJmYiUtjMTKW2nP4gIo6Oj6OjomDTdtBUKmq9fra2tPaM7cjLIwYSmG1LazkyktJ3eOJ4F8rS3PkqRIkWKFMePVCikSJEiRQqBaSsUMpkM7r333hOP1HYGIKXtzERK25mJ6UxbEqat9VGKFClSpDhxTNudQooUKVKkOHGkQiFFihQpUgikQiFFihQpUgikQiFFihQpUgikQiFFihQpUghMW6Hwwx/+ELNnz0Y2m8Xy5cvx5ptvnuoqTYr169fjwgsvRHV1NVpaWvDZz34WO3fuVNJcccUVYIwpP9/4xjeUNN3d3bjmmmuQy+XQ0tKCu+++G44Tj8P7v4l/+Id/iNV70aJF4n2hUMDatWvR2NiIqqoq3HTTTejv71e+cTrSBQCzZ8+O0cYYw9q1awGcWX328ssv4zOf+Qw6OjrAGMOTTz6pvCcifO9730N7ezsqKiqwatUq7Nq1S0lz7Ngx3HrrraipqUFdXR1uv/12jI2NKWnefvttXHbZZchms5g5cyYeeOCBj5q0SWmzbRvr1q3DkiVLUFlZiY6ODtx22204dOiQ8o2kvt6wYcMpp+2kg6YhHnvsMbIsi/7jP/6DduzYQV/72teorq6O+vv7T3XVymL16tX0yCOP0Pbt22nbtm109dVXU1dXF42NjYk0l19+OX3ta1+j3t5e8TM8PCzeO45D5557Lq1atYq2bt1KzzzzDDU1NdE999xzKkgSuPfee+mcc85R6n348GHx/hvf+AbNnDmTnn/+edq8eTNdfPHFdMkll4j3pytdREQDAwMKXc8++ywBoI0bNxLRmdVnzzzzDH33u9+lxx9/nADQE088obzfsGED1dbW0pNPPklvvfUWXXfddTRnzhzK5/Mizac//Wk6//zz6fXXX6c//vGPNH/+fLrlllvE++HhYWptbaVbb72Vtm/fTj//+c+poqKC/vVf//WU0TY0NESrVq2iX/ziF/T+++/Tpk2b6KKLLqJly5Yp35g1axbdf//9Sl/K4/NU0XayMS2FwkUXXURr164Vf7uuSx0dHbR+/fpTWKsTw8DAAAGgl156STy7/PLL6dvf/nbZPM888wxpmkZ9fX3i2Y9//GOqqamhYrH4UVZ3Utx77710/vnnJ74bGhoi0zTpV7/6lXj23nvvEQDatGkTEZ2+dCXh29/+Ns2bN488zyOiM7fPohOn53nU1tZGDz74oHg2NDREmUyGfv7znxMR0bvvvksA6H/+539Emt/97nfEGKOenh4iIvrRj35E9fX1Cm3r1q2jhQsXfsQUhUgSeFG8+eabBID2798vns2aNYsefvjhsnlOB9pOBqad+qhUKmHLli1YtWqVeKZpGlatWoVNmzadwpqdGIaHhwGE3l4D/Od//ieamppw7rnn4p577sHEROhDftOmTViyZAlaW1vFs9WrV2NkZAQ7duz436l4GezatQsdHR2YO3cubr31VnR3dwMAtmzZAtu2lf5atGgRurq6RH+dznTJKJVKePTRR/HVr35VRGkDztw+k7F371709fUp/VRbW4vly5cr/VRXV4ePf/zjIs2qVaugaRreeOMNkWblypWwrDBw/erVq7Fz504MDg7+L1EzNYaHh8EYQ11dnfJ8w4YNaGxsxNKlS/Hggw8qar4zhbapMO28pB45cgSu6yqDDABaW1vx/vvvn6JanRg8z8Pf/M3f4BOf+ATOPfdc8fwLX/gCZs2ahY6ODrz99ttYt24ddu7ciccffxwA0NfXl0h38O5UYfny5fjZz36GhQsXore3F/fddx8uu+wybN++HX19fbAsKzb4WltbRZ1PV7qiePLJJzE0NIS/+Iu/EM/O1D6LIqhLUl3lfmppaVHeG4aBhoYGJc2cOXNi3wje1dfXfyT1PxEUCgWsW7cOt9xyi+IV9a//+q/xsY99DA0NDXjttddwzz33oLe3Fw899BCAM4O248G0EwrTAWvXrsX27dvxyiuvKM+//vWvi9+XLFmC9vZ2XHnlldizZ89pHVBozZo14vfzzjsPy5cvx6xZs/DLX/4SFRUVp7BmJxc//elPsWbNGsVf/ZnaZ/+/wrZtfP7znwcR4cc//rHy7s477xS/n3feebAsC3/1V3+F9evXTyu/SNNOfdTU1ARd12PWK/39/WhrayuT6/TBHXfcgd/+9rfYuHHjpNGRAL4CB4Ddu3cDANra2hLpDt6dLqirq8NZZ52F3bt3o62tDaVSCUNDQ0oaub/OBLr279+P5557Dn/5l385aboztc+Cukw2rtra2jAwMKC8dxwHx44dOyP6MhAI+/fvx7PPPjtl7ITly5fDcRzs27cPwOlN24lg2gkFy7KwbNkyPP/88+KZ53l4/vnnsWLFilNYs8lBRLjjjjvwxBNP4IUXXohtQ5Owbds2AEB7ezsAYMWKFXjnnXeUgRkw9+LFiz+Sev8pGBsbw549e9De3o5ly5bBNE2lv3bu3Inu7m7RX2cCXY888ghaWlpwzTXXTJruTO2zOXPmoK2tTemnkZERvPHGG0o/DQ0NYcuWLSLNCy+8AM/zhDBcsWIFXn75Zdi2LdI8++yzWLhw4SlVrwQCYdeuXXjuuefQ2Ng4ZZ5t27ZB0zShMjtdaTthnOqT7o8Cjz32GGUyGfrZz35G7777Ln3961+nuro6xcLjdMM3v/lNqq2tpRdffFExeZuYmCAiot27d9P9999Pmzdvpr1799JTTz1Fc+fOpZUrV4pvBOaNV111FW3bto1+//vfU3Nz8yk33bzrrrvoxRdfpL1799Krr75Kq1atoqamJhoYGCAibpLa1dVFL7zwAm3evJlWrFhBK1asEPlPV7oCuK5LXV1dtG7dOuX5mdZno6OjtHXrVtq6dSsBoIceeoi2bt0qLHA2bNhAdXV19NRTT9Hbb79N119/faJJ6tKlS+mNN96gV155hRYsWKCYpA4NDVFrayt96Utfou3bt9Njjz1GuVzuIzfbnIy2UqlE1113HXV2dtK2bduU8RdYEr322mv08MMP07Zt22jPnj306KOPUnNzM912222nnLaTjWkpFIiI/vmf/5m6urrIsiy66KKL6PXXXz/VVZoUABJ/HnnkESIi6u7uppUrV1JDQwNlMhmaP38+3X333YrNOxHRvn37aM2aNVRRUUFNTU101113kW3bp4CiEDfffDO1t7eTZVk0Y8YMuvnmm2n37t3ifT6fp29961tUX19PuVyObrjhBurt7VW+cTrSFeAPf/gDAaCdO3cqz8+0Ptu4cWMiD375y18mIm6W+vd///fU2tpKmUyGrrzyyhjNR48epVtuuYWqqqqopqaGvvKVr9Do6KiS5q233qJLL72UMpkMzZgxgzZs2HBKadu7d2/Z8RfcN9myZQstX76camtrKZvN0tlnn00/+MEPqFAonHLaTjbSeAopUqRIkUJg2p0ppEiRIkWKPx2pUEiRIkWKFAKpUEiRIkWKFAKpUEiRIkWKFAKpUEiRIkWKFAKpUEiRIkWKFAKpUEiRIkWKFAKpUEiRIkWKFAKpUEiRIkWKFAKpUEiRIkWKFAKpUEiRIkWKFAL/Dw2xsyUfOjCzAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#mask out all pixels too close to any masked position\n", "\n", "all_masks = numpy.logical_or(numpy.logical_or(mask0,mask1),mask2)\n", "print(all_masks.sum())\n", "big_mask = binary_dilation(all_masks, iterations=ksize//2+1+1)\n", "print(big_mask.sum())\n", "smooth2 = my_smooth.copy()\n", "smooth2[big_mask] = 0\n", "fig,ax = subplots()\n", "ax.imshow(smooth2)\n", "pass" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Display the profile of the smoothed image: the center is easy to measure thanks to the smoothness of the signal\n", "fig,ax = subplots(2)\n", "ax[0].plot(my_smooth[:,545])\n", "ax[1].plot(my_smooth[536,:])\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Peak picking\n", "\n", "We use the watershed module from *pyFAI* to retrieve all peak positions.\n", "Those regions are sieved out respectively for:\n", "\n", "* their size, it should be larger than the kernel itself\n", "* the peaks too close to masked regions are removed\n", "* the intensity of the peak\n", "\n" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of region segmented: 82126\n", "Number of large enough regions : 41333\n" ] } ], "source": [ "iw = InverseWatershed(my_smooth)\n", "iw.init()\n", "iw.merge_singleton()\n", "all_regions = set(iw.regions.values())\n", "\n", "regions = [i for i in all_regions if i.size>mini]\n", "\n", "print(\"Number of region segmented: %s\"%len(all_regions))\n", "print(\"Number of large enough regions : %s\"%len(regions))" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of peaks not on masked areea : 30001\n" ] } ], "source": [ "#Remove peaks on masked region\n", "sieved_region = [i for i in regions if not big_mask[(i.index//nimg.shape[-1], i.index%nimg.shape[-1])]]\n", "print(\"Number of peaks not on masked areea : %s\"%len(sieved_region))" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Histogram of peak height:\n", "s = numpy.array([i.maxi for i in sieved_region])\n", "\n", "fig, ax = subplots()\n", "ax.hist(s, 100)\n", "pass" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of remaining peaks with I>0.1: 2075\n" ] } ], "source": [ "#sieve-out for peak intensity\n", "int_mini = 0.1\n", "peaks = [(i.index//nimg.shape[-1], i.index%nimg.shape[-1]) for i in sieved_region if (i.maxi)>int_mini]\n", "print(\"Number of remaining peaks with I>%s: %s\"%(int_mini, len(peaks)))\n", "\n", "peaks_raw = numpy.array(peaks)" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Refined peak coordinate:\n", "[(742.1180413514376, 221.4319804608822), (743.4527280330658, 1309.30092304945), (743.4597269892693, 1338.5053663551807), (743.6080393493176, 1368.1613915711641), (743.5962627232075, 1397.376223564148), (743.7820372730494, 1427.0128736887127), (743.8194748610258, 1456.5655208230019), (742.3942741155624, 662.4384651482105), (596.40856808424, 1397.4448700249195), (596.4921390414238, 1426.6323048174381)]\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Finally the peak positions are interpolated using a second order taylor expansion \n", "# in thevinicy of the maximum value of the signal:\n", "\n", "#Create bilinear interpolator\n", "bl = Bilinear(my_smooth)\n", "\n", "#Overlay raw peak coordinate and refined peak positions\n", "\n", "ref_peaks = [bl.local_maxi(p) for p in peaks]\n", "fig, ax = subplots()\n", "ax.imshow(img.clip(0,1000), interpolation=\"nearest\")\n", "peaks_ref = numpy.array(ref_peaks)\n", "ax.plot(peaks_raw[:,1], peaks_raw[:, 0], \".r\")\n", "ax.plot(peaks_ref[:,1],peaks_ref[:, 0], \".b\")\n", "ax.set_title(\"Extracted peak position (red: raw, blue: refined)\")\n", "print(\"Refined peak coordinate:\")\n", "print(ref_peaks[:10])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "At this stage we have about 2000 peaks (with sub-pixel precision) which are visually distributed on all modules.\n", "Some modules have their peaks located along sub-module boundaries which are masked out, hence they have fewer ontrol point for the calculation.\n", "Let's assign each peak to a module identifier. This allows to print out the number of peaks per module:" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of keypoint per module:\n", "Module id: 1 cp: 48\n", "Module id: 2 cp: 30\n", "Module id: 3 cp: 48\n", "Module id: 4 cp: 46\n", "Module id: 5 cp: 42\n", "Module id: 6 cp: 47\n", "Module id: 7 cp: 47\n", "Module id: 8 cp: 30\n", "Module id: 9 cp: 48\n", "Module id: 10 cp: 48\n", "Module id: 11 cp: 41\n", "Module id: 12 cp: 39\n", "Module id: 13 cp: 48\n", "Module id: 14 cp: 30\n", "Module id: 15 cp: 47\n", "Module id: 16 cp: 48\n", "Module id: 17 cp: 42\n", "Module id: 18 cp: 48\n", "Module id: 19 cp: 47\n", "Module id: 20 cp: 30\n", "Module id: 21 cp: 48\n", "Module id: 22 cp: 47\n", "Module id: 23 cp: 42\n", "Module id: 24 cp: 47\n", "Module id: 25 cp: 48\n", "Module id: 26 cp: 30\n", "Module id: 27 cp: 48\n", "Module id: 28 cp: 47\n", "Module id: 29 cp: 41\n", "Module id: 30 cp: 50\n", "Module id: 31 cp: 46\n", "Module id: 32 cp: 30\n", "Module id: 33 cp: 48\n", "Module id: 34 cp: 42\n", "Module id: 35 cp: 47\n", "Module id: 36 cp: 48\n", "Module id: 37 cp: 48\n", "Module id: 38 cp: 28\n", "Module id: 39 cp: 48\n", "Module id: 40 cp: 42\n", "Module id: 41 cp: 44\n", "Module id: 42 cp: 48\n", "Module id: 43 cp: 47\n", "Module id: 44 cp: 26\n", "Module id: 45 cp: 46\n", "Module id: 46 cp: 42\n", "Module id: 47 cp: 45\n", "Module id: 48 cp: 48\n" ] } ], "source": [ "yxi = numpy.array([i+(mid[round(i[0]),round(i[1])],) \n", " for i in ref_peaks], dtype=dt)\n", "print(\"Number of keypoint per module:\")\n", "for i in range(1,mid.max()+1):\n", " print(\"Module id:\",i, \"cp:\", (yxi[:][\"i\"] == i).sum())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Grid assignment\n", "\n", "The calibration is performed using a regular grid, the idea is to assign to each peak of coordinates (x,y) the integer value (X, Y) which correspond to the grid corrdinate system. \n", "\n", "The first step is to measure the grid pitch which correspond to the distance (in pixels) from one peak to the next. This is easily obtained from a pair-wise distribution function." ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# pairwise distance calculation using scipy.spatial.distance_matrix\n", "\n", "dist = distance_matrix(peaks_ref, peaks_ref)\n", "\n", "fig, ax = subplots()\n", "ax.hist(dist.ravel(), 100, range=(0,100))\n", "ax.set_title(\"Pair-wise distribution function\")\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The histogram of the pair-distribution function has a first peak at 0 and the second peak between 29 and 30. \n", "Let's start the fit with this value\n", "\n", "Two other parameters correspond to the offset, in pixel for the grid index (X,Y) = (0,0). \n", "The easiest is to measure the smallest *x* and *y* for the first module." ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "offset for the first peak: 16.269793540239334 7.186804354190826\n" ] } ], "source": [ "#from pair-wise distribution histogram\n", "step = 29 \n", "#work with the first module and fit the peak positions\n", "first = yxi[yxi[:][\"i\"] == 1]\n", "y_min = first[:][\"y\"].min()\n", "x_min = first[:][\"x\"].min()\n", "print(\"offset for the first peak: \", x_min, y_min)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The grid looks very well aligned with the axes which makes this step easier but nothing garanties it is perfect, so the rotation of the grid has to be measured as well.\n", "\n", "The default rotation will be zero and will be fitted later on.\n", "\n", "Once the indexes *X,Y* determined for eack peak, one can fit the parameter to properly align the grid with the first module. Those 4 parameters are *step-size, x_min, y_min* and *angle*" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "peak id: 0 (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 (36.49696946144104, 16.50531429052353, 1) Y:1 (Δ=0.011) X:0 (Δ=0.008)\n", "peak id: 9 (36.54493173956871, 45.66864573955536, 1) Y:1 (Δ=0.012) X:1 (Δ=0.014)\n", "peak id: 10 (36.57917180657387, 75.22501930594444, 1) Y:1 (Δ=0.014) X:2 (Δ=0.033)\n", "peak id: 11 (36.485214710235596, 104.38776880502701, 1) Y:1 (Δ=0.010) X:3 (Δ=0.039)\n", "peak id: 12 (36.59589970111847, 133.8930837586522, 1) Y:1 (Δ=0.014) X:4 (Δ=0.056)\n", "peak id: 13 (36.56109261512756, 163.54238694906235, 1) Y:1 (Δ=0.013) X:5 (Δ=0.078)\n", "peak id: 14 (36.629887342453, 192.6334888935089, 1) Y:1 (Δ=0.015) X:6 (Δ=0.082)\n", "peak id: 15 (36.661303013563156, 222.22433692216873, 1) Y:1 (Δ=0.016) X:7 (Δ=0.102)\n", "peak id: 16 (65.94893547147512, 16.45467510819435, 1) Y:2 (Δ=0.026) X:0 (Δ=0.006)\n", "peak id: 17 (65.94483701884747, 45.613368570804596, 1) Y:2 (Δ=0.026) X:1 (Δ=0.012)\n", "peak id: 18 (66.03506868705153, 75.15414215624332, 1) Y:2 (Δ=0.029) X:2 (Δ=0.030)\n", "peak id: 19 (65.89957739412785, 104.3801993727684, 1) Y:2 (Δ=0.025) X:3 (Δ=0.038)\n", "peak id: 20 (66.12287057191133, 133.89461011439562, 1) Y:2 (Δ=0.032) X:4 (Δ=0.056)\n", "peak id: 21 (66.10124520212412, 163.3917499780655, 1) Y:2 (Δ=0.032) X:5 (Δ=0.073)\n", "peak id: 22 (66.10113758593798, 192.66102123260498, 1) Y:2 (Δ=0.032) X:6 (Δ=0.082)\n", "peak id: 23 (66.11095763742924, 222.20659750699997, 1) Y:2 (Δ=0.032) X:7 (Δ=0.101)\n", "peak id: 24 (183.4998989701271, 16.392478436231613, 1) Y:6 (Δ=0.080) X:0 (Δ=0.004)\n", "peak id: 25 (183.50560438632965, 45.46551960706711, 1) Y:6 (Δ=0.080) X:1 (Δ=0.007)\n", "peak id: 26 (183.60742422938347, 75.08415242284536, 1) Y:6 (Δ=0.083) X:2 (Δ=0.028)\n", "peak id: 27 (183.51583003997803, 104.62201929092407, 1) Y:6 (Δ=0.080) X:3 (Δ=0.047)\n", "peak id: 28 (183.66220077872276, 133.73585817217827, 1) Y:6 (Δ=0.085) X:4 (Δ=0.051)\n", "peak id: 29 (183.6555324792862, 163.3083115518093, 1) Y:6 (Δ=0.085) X:5 (Δ=0.070)\n", "peak id: 30 (183.60811904072762, 192.46339762210846, 1) Y:6 (Δ=0.083) X:6 (Δ=0.076)\n", "peak id: 31 (183.7554596364498, 222.06266520917416, 1) Y:6 (Δ=0.089) X:7 (Δ=0.096)\n", "peak id: 32 (7.186804354190826, 16.41273033618927, 1) Y:0 (Δ=0.000) X:0 (Δ=0.005)\n", "peak id: 33 (7.231230393052101, 45.745011150836945, 1) Y:0 (Δ=0.002) X:1 (Δ=0.016)\n", "peak id: 34 (7.290591448545456, 75.19019249081612, 1) Y:0 (Δ=0.004) X:2 (Δ=0.032)\n", "peak id: 35 (7.198769122362137, 104.56766724586487, 1) Y:0 (Δ=0.000) X:3 (Δ=0.045)\n", "peak id: 36 (7.283639132976532, 134.01557774748653, 1) Y:0 (Δ=0.003) X:4 (Δ=0.060)\n", "peak id: 37 (7.254908889532089, 163.38282072544098, 1) Y:0 (Δ=0.002) X:5 (Δ=0.073)\n", "peak id: 38 (7.367172479629517, 192.76562055945396, 1) Y:0 (Δ=0.006) X:6 (Δ=0.086)\n", "peak id: 39 (7.374693810939789, 222.16684445738792, 1) Y:0 (Δ=0.006) X:7 (Δ=0.100)\n", "peak id: 40 (154.25518941879272, 16.269793540239334, 1) Y:5 (Δ=0.071) X:0 (Δ=0.000)\n", "peak id: 41 (154.21079713106155, 45.57556250691414, 1) Y:5 (Δ=0.070) X:1 (Δ=0.011)\n", "peak id: 42 (154.28871083259583, 75.04928851872683, 1) Y:5 (Δ=0.072) X:2 (Δ=0.027)\n", "peak id: 43 (154.2160492092371, 104.43665820360184, 1) Y:5 (Δ=0.070) X:3 (Δ=0.040)\n", "peak id: 44 (154.3742390871048, 133.86603190004826, 1) Y:5 (Δ=0.075) X:4 (Δ=0.055)\n", "peak id: 45 (154.35255640745163, 163.24378995597363, 1) Y:5 (Δ=0.075) X:5 (Δ=0.068)\n", "peak id: 46 (154.32582822442055, 192.64246737957, 1) Y:5 (Δ=0.074) X:6 (Δ=0.082)\n", "peak id: 47 (154.46003967523575, 222.0459629110992, 1) Y:5 (Δ=0.078) X:7 (Δ=0.096)\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= 250.36710826038228\n", " message: Optimization terminated successfully\n", " success: True\n", " status: 0\n", " fun: 0.6337541947714561\n", " x: [ 2.940e+01 7.242e+00 1.631e+01 8.769e-04]\n", " nit: 8\n", " jac: [-1.664e-05 4.396e-07 2.012e-07 8.898e-04]\n", " nfev: 54\n", " njev: 8\n", "After optimization [2.93980816e+01 7.24220065e+00 1.63128834e+01 8.76927130e-04] cost= 0.6337541947714561\n", "Average displacement (pixels): 0.11490523221799781\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: 0.6337541947714561 for: 29.398081602009334 7.242200648233459 16.3128833618955 0.0008769271297656559\n", "6 suspicious peaks:\n", "[(1624.68617365, 807.47743243, 46, 55, 27)\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" ] } ], "source": [ "#retrieve the result of the first module fit:\n", "step, y_min, x_min, angle = res1.x\n", "indexed = numpy.zeros(yxi.shape, dtype=dl)\n", "\n", "# rot = [[cos(angle),-sin(angle)],\n", "# [sin(angle), cos(angle)]]\n", "# irot = [[cos(angle), sin(angle)],\n", "# [-sin(angle), cos(angle)]]\n", "\n", "print(\"cost1: \",cost1([step, y_min, x_min, angle]), \"for:\", step, y_min, x_min, angle)\n", "\n", "xy_min = numpy.array([[x_min], [y_min]])\n", "xy = numpy.vstack((yxi[\"x\"], yxi[\"y\"]))\n", "indexed[\"y\"] = yxi[\"y\"]\n", "indexed[\"x\"] = yxi[\"x\"]\n", "indexed[\"i\"] = yxi[\"i\"]\n", "XY_app = (rotate(-angle, xy, 1)-xy_min) / step\n", "XY_int = numpy.round((XY_app)).astype(\"int\")\n", "indexed[\"X\"] = XY_int[0]\n", "indexed[\"Y\"] = XY_int[1]\n", "xy_guess = rotate(angle, step * XY_int + xy_min, 1)\n", "\n", "thres = 1.2\n", "delta = abs(xy_guess - xy)\n", "print((delta>thres).sum(), \"suspicious peaks:\")\n", "suspicious = indexed[numpy.where(abs(delta>thres))[1]]\n", "print(suspicious)" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax = subplots()\n", "ax.imshow(img.clip(0,1000))\n", "ax.plot(indexed[\"x\"], indexed[\"y\"],\".g\")\n", "ax.plot(suspicious[\"x\"], suspicious[\"y\"],\".r\")\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Only 6 peaks have an initial displacement of more than 1.2 pixel, all located in modules 40 and 46. \n", "The visual inspection confirms their localization is valid.\n", "\n", "There are 48 (half-)modules which have each of them 2 translations and one rotation. \n", "In addition to the step size, this represents 145 degrees of freedom for the fit.\n", "The first module is used to align the grid, all other modules are then aligned along this grid." ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cost for module # 1 0.6337541947714561\n", "Cost for module # 2 1.8140316108131798\n", "Cost for module # 3 1.8508565514988509\n", "Cost for module # 4 4.9103267577570255\n", "Cost for module # 5 1.774874937412774\n", "Cost for module # 6 7.482509531429409\n", "Cost for module # 7 14.440094686407006\n", "Cost for module # 8 5.219967185609465\n", "Cost for module # 9 23.407234105446342\n", "Cost for module # 10 5.68998070432852\n", "Cost for module # 11 4.1255770771863345\n", "Cost for module # 12 8.410827679528012\n", "Cost for module # 13 29.85982022785213\n", "Cost for module # 14 12.628452333847438\n", "Cost for module # 15 3.1377088713448913\n", "Cost for module # 16 5.277309670415619\n", "Cost for module # 17 8.497326191628567\n", "Cost for module # 18 4.6531481100073915\n", "Cost for module # 19 6.007095311701259\n", "Cost for module # 20 4.980267142822849\n", "Cost for module # 21 5.136966460516821\n", "Cost for module # 22 5.048720859903036\n", "Cost for module # 23 1.4373122720991895\n", "Cost for module # 24 6.046291144378303\n", "Cost for module # 25 38.25446688404895\n", "Cost for module # 26 19.50979678797815\n", "Cost for module # 27 2.4297101474978002\n", "Cost for module # 28 5.488602401759433\n", "Cost for module # 29 10.764107827570434\n", "Cost for module # 30 14.042160565198424\n", "Cost for module # 31 22.940123155012884\n", "Cost for module # 32 18.493732165939573\n", "Cost for module # 33 12.941765922197542\n", "Cost for module # 34 15.371708188594887\n", "Cost for module # 35 39.66701930023118\n", "Cost for module # 36 37.28279372517758\n", "Cost for module # 37 63.700698814437914\n", "Cost for module # 38 23.54951672171008\n", "Cost for module # 39 34.004282341400625\n", "Cost for module # 40 43.803709729886506\n", "Cost for module # 41 15.505216286622526\n", "Cost for module # 42 8.048820008829708\n", "Cost for module # 43 22.73536148509508\n", "Cost for module # 44 10.7960222922627\n", "Cost for module # 45 41.019680015289275\n", "Cost for module # 46 46.25894226140755\n", "Cost for module # 47 24.54658044719688\n", "Cost for module # 48 34.76960701421626\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(778.3948781082676)" ] }, "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 7.24220065e+00 1.63128834e+01 8.76927130e-04\n", " 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n", " 0.00000000e+00 0.00000000e+00] cost= 778.3948781082676\n", " message: Optimization terminated successfully\n", " success: True\n", " status: 0\n", " fun: 27.184565783818048\n", " x: [ 2.941e+01 7.212e+00 ... -9.241e-01 1.891e-03]\n", " nit: 89\n", " jac: [-1.687e+00 -2.310e-02 ... -8.608e-03 4.117e-03]\n", " nfev: 13373\n", " njev: 89\n", "After optimization [ 2.94082827e+01 7.21153863e+00 1.62772294e+01 8.29112877e-04\n", " -1.49128333e-01 -1.98983536e-01 3.22806910e-04 1.25931838e-01\n", " -2.38725530e-01 9.70931854e-04] cost= 27.184565783818048\n", "CPU times: user 35.1 s, sys: 93.8 ms, total: 35.2 s\n", "Wall time: 35.1 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: -0.149, Δy: -0.199 rot: 0.018°\n", "Module id: 3 cost: 0.650 Δx: 0.126, Δy: -0.239 rot: 0.056°\n", "Module id: 4 cost: 0.613 Δx: 0.290, Δy: -0.226 rot: 0.114°\n", "Module id: 5 cost: 0.566 Δx: -0.075, Δy: -0.465 rot: 0.021°\n", "Module id: 6 cost: 0.666 Δx: 0.316, Δy: -0.641 rot: 0.122°\n", "Module id: 7 cost: 0.696 Δx: -0.599, Δy: 0.075 rot: 0.080°\n", "Module id: 8 cost: 0.341 Δx: -0.429, Δy: -0.134 rot: 0.065°\n", "Module id: 9 cost: 0.566 Δx: -0.699, Δy: -0.414 rot: 0.054°\n", "Module id: 10 cost: 0.661 Δx: -0.210, Δy: -0.454 rot: 0.123°\n", "Module id: 11 cost: 0.616 Δx: 0.237, Δy: -0.266 rot: 0.030°\n", "Module id: 12 cost: 0.495 Δx: 0.344, Δy: -0.172 rot: 0.040°\n", "Module id: 13 cost: 0.763 Δx: -0.685, Δy: -0.571 rot: 0.068°\n", "Module id: 14 cost: 0.353 Δx: -0.510, Δy: -0.583 rot: 0.078°\n", "Module id: 15 cost: 0.645 Δx: -0.289, Δy: -0.334 rot: 0.058°\n", "Module id: 16 cost: 0.492 Δx: -0.018, Δy: -0.555 rot: 0.076°\n", "Module id: 17 cost: 0.440 Δx: -0.295, Δy: -0.764 rot: 0.028°\n", "Module id: 18 cost: 0.779 Δx: -0.028, Δy: -0.684 rot: 0.091°\n", "Module id: 19 cost: 0.748 Δx: -0.482, Δy: -0.229 rot: 0.043°\n", "Module id: 20 cost: 0.423 Δx: -0.218, Δy: -0.494 rot: 0.044°\n", "Module id: 21 cost: 0.520 Δx: -0.420, Δy: -0.413 rot: -0.014°\n", "Module id: 22 cost: 0.676 Δx: -0.237, Δy: -0.555 rot: 0.096°\n", "Module id: 23 cost: 0.503 Δx: -0.168, Δy: -0.292 rot: 0.074°\n", "Module id: 24 cost: 0.822 Δx: 0.128, Δy: -0.414 rot: 0.098°\n", "Module id: 25 cost: 0.575 Δx: -0.741, Δy: -0.797 rot: 0.057°\n", "Module id: 26 cost: 0.320 Δx: -0.397, Δy: -0.879 rot: 0.103°\n", "Module id: 27 cost: 0.642 Δx: -0.085, Δy: -0.234 rot: -0.027°\n", "Module id: 28 cost: 0.599 Δx: 0.058, Δy: -0.265 rot: 0.037°\n", "Module id: 29 cost: 0.498 Δx: -0.089, Δy: -0.852 rot: 0.035°\n", "Module id: 30 cost: 0.830 Δx: 0.177, Δy: -0.644 rot: 0.136°\n", "Module id: 31 cost: 0.687 Δx: -0.557, Δy: -0.712 rot: -0.040°\n", "Module id: 32 cost: 0.422 Δx: -0.675, Δy: -0.813 rot: 0.085°\n", "Module id: 33 cost: 0.616 Δx: -0.163, Δy: -0.692 rot: -0.034°\n", "Module id: 34 cost: 0.393 Δx: -0.030, Δy: -0.815 rot: 0.092°\n", "Module id: 35 cost: 0.447 Δx: -0.194, Δy: -1.300 rot: 0.039°\n", "Module id: 36 cost: 0.587 Δx: -0.039, Δy: -1.308 rot: 0.035°\n", "Module id: 37 cost: 0.603 Δx: -1.027, Δy: -1.048 rot: 0.001°\n", "Module id: 38 cost: 0.295 Δx: -0.931, Δy: -0.901 rot: 0.001°\n", "Module id: 39 cost: 0.558 Δx: -0.576, Δy: -1.054 rot: 0.009°\n", "Module id: 40 cost: 0.498 Δx: -0.251, Δy: -1.286 rot: 0.142°\n", "Module id: 41 cost: 0.468 Δx: -0.164, Δy: -0.940 rot: 0.022°\n", "Module id: 42 cost: 0.569 Δx: -0.202, Δy: -0.830 rot: 0.038°\n", "Module id: 43 cost: 0.633 Δx: -0.833, Δy: -0.669 rot: 0.059°\n", "Module id: 44 cost: 0.413 Δx: -0.627, Δy: -0.771 rot: 0.034°\n", "Module id: 45 cost: 0.671 Δx: -0.539, Δy: -1.178 rot: -0.018°\n", "Module id: 46 cost: 0.542 Δx: -0.372, Δy: -1.357 rot: 0.076°\n", "Module id: 47 cost: 0.537 Δx: -0.078, Δy: -1.021 rot: 0.069°\n", "Module id: 48 cost: 0.593 Δx: 0.255, Δy: -0.924 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 2.49 s, sys: 54.5 ms, total: 2.55 s\n", "Wall time: 275 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: 98.215s\n" ] } ], "source": [ "print(f\"Total execution time: {time.perf_counter()-start_time:.3f}s\")" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.14" } }, "nbformat": 4, "nbformat_minor": 4 }