{ "cells": [ { "cell_type": "markdown", "id": "a103521d", "metadata": { "papermill": { "duration": 0.007202, "end_time": "2024-11-19T04:58:04.974747", "exception": false, "start_time": "2024-11-19T04:58:04.967545", "status": "completed" }, "tags": [] }, "source": [ "# GATE (Sinogram Reconstruction; No Time of Flight)" ] }, { "cell_type": "code", "execution_count": 1, "id": "950575da", "metadata": { "execution": { "iopub.execute_input": "2024-11-19T04:58:04.989529Z", "iopub.status.busy": "2024-11-19T04:58:04.988500Z", "iopub.status.idle": "2024-11-19T04:58:14.524978Z", "shell.execute_reply": "2024-11-19T04:58:14.524134Z" }, "papermill": { "duration": 9.545871, "end_time": "2024-11-19T04:58:14.527042", "exception": false, "start_time": "2024-11-19T04:58:04.981171", "status": "completed" }, "tags": [] }, "outputs": [], "source": [ "from __future__ import annotations\n", "import torch\n", "import pytomography\n", "from pytomography.metadata import ObjectMeta\n", "from pytomography.metadata.PET import PETSinogramPolygonProjMeta\n", "from pytomography.projectors.PET import PETSinogramSystemMatrix\n", "from pytomography.algorithms import OSEM\n", "from pytomography.io.PET import gate, shared\n", "from pytomography.likelihoods import PoissonLogLikelihood\n", "from pytomography.utils import sss\n", "import os\n", "from pytomography.transforms.shared import GaussianFilter\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "markdown", "id": "7a1cfae7", "metadata": { "papermill": { "duration": 0.00576, "end_time": "2024-11-19T04:58:14.539777", "exception": false, "start_time": "2024-11-19T04:58:14.534017", "status": "completed" }, "tags": [] }, "source": [ "During this script, some ROOT files generated from gate are saved as .pt tensors throughout the process. Since reading the ROOT files takes considerable time, it is recommended to just open the generated .pt files in subsequent runs of this script:" ] }, { "cell_type": "code", "execution_count": 2, "id": "a4cad48d", "metadata": { "execution": { "iopub.execute_input": "2024-11-19T04:58:14.554200Z", "iopub.status.busy": "2024-11-19T04:58:14.553235Z", "iopub.status.idle": "2024-11-19T04:58:14.556907Z", "shell.execute_reply": "2024-11-19T04:58:14.556295Z" }, "papermill": { "duration": 0.012448, "end_time": "2024-11-19T04:58:14.558141", "exception": false, "start_time": "2024-11-19T04:58:14.545693", "status": "completed" }, "tags": [] }, "outputs": [], "source": [ "LOAD_FROM_ROOT = False # Set to true if .pt files not generated" ] }, { "cell_type": "markdown", "id": "be900dd0", "metadata": { "papermill": { "duration": 0.005783, "end_time": "2024-11-19T04:58:14.570132", "exception": false, "start_time": "2024-11-19T04:58:14.564349", "status": "completed" }, "tags": [] }, "source": [ "First we'll load all required objects for performing PET reconstruction:" ] }, { "cell_type": "code", "execution_count": 3, "id": "15f07453", "metadata": { "execution": { "iopub.execute_input": "2024-11-19T04:58:14.585974Z", "iopub.status.busy": "2024-11-19T04:58:14.585401Z", "iopub.status.idle": "2024-11-19T04:58:14.596845Z", "shell.execute_reply": "2024-11-19T04:58:14.596228Z" }, "papermill": { "duration": 0.019791, "end_time": "2024-11-19T04:58:14.598184", "exception": false, "start_time": "2024-11-19T04:58:14.578393", "status": "completed" }, "tags": [] }, "outputs": [], "source": [ "path = '/disk1/pet_mri_scan/'\n", "# Macro path where PET scanner geometry file is defined\n", "macro_path = os.path.join(path, 'mMR_Geometry.mac')\n", "# Get information dictionary about the scanner\n", "info = gate.get_detector_info(path = macro_path,\n", " mean_interaction_depth=9, min_rsector_difference=0)\n", "# Paths to all ROOT files containing data\n", "paths = [os.path.join(path, f'gate_simulation/simple_phantom/mMR_voxBrain_withSimplePhantom_{i}.root') for i in range(1, 55)]" ] }, { "cell_type": "markdown", "id": "f9c7d9c7", "metadata": { "papermill": { "duration": 0.006208, "end_time": "2024-11-19T04:58:14.610252", "exception": false, "start_time": "2024-11-19T04:58:14.604044", "status": "completed" }, "tags": [] }, "source": [ "We can look at the information of our PET scanner:" ] }, { "cell_type": "code", "execution_count": 4, "id": "4fec1455", "metadata": { "execution": { "iopub.execute_input": "2024-11-19T04:58:14.624224Z", "iopub.status.busy": "2024-11-19T04:58:14.623473Z", "iopub.status.idle": "2024-11-19T04:58:14.633039Z", "shell.execute_reply": "2024-11-19T04:58:14.632457Z" }, "papermill": { "duration": 0.01789, "end_time": "2024-11-19T04:58:14.634386", "exception": false, "start_time": "2024-11-19T04:58:14.616496", "status": "completed" }, "tags": [] }, "outputs": [ { "data": { "text/plain": [ "{'min_rsector_difference': 0,\n", " 'crystal_length': 20.0,\n", " 'radius': 337.0,\n", " 'crystalTransNr': 8,\n", " 'crystalTransSpacing': 4.0,\n", " 'crystalAxialNr': 8,\n", " 'crystalAxialSpacing': 4.0,\n", " 'submoduleAxialNr': 1,\n", " 'submoduleAxialSpacing': 0,\n", " 'submoduleTransNr': 1,\n", " 'submoduleTransSpacing': 0,\n", " 'moduleTransNr': 1,\n", " 'moduleTransSpacing': 0.0,\n", " 'moduleAxialNr': 8,\n", " 'moduleAxialSpacing': 32.25,\n", " 'rsectorTransNr': 56,\n", " 'rsectorAxialNr': 1,\n", " 'NrCrystalsPerRing': 448,\n", " 'NrRings': 64,\n", " 'firstCrystalAxis': 1}" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "info" ] }, { "cell_type": "markdown", "id": "ec1f4d9b", "metadata": { "papermill": { "duration": 0.00597, "end_time": "2024-11-19T04:58:14.646576", "exception": false, "start_time": "2024-11-19T04:58:14.640606", "status": "completed" }, "tags": [] }, "source": [ "## Normalization Correction\n", "\n", "In PET imaging, each detector crystal used in the scanner will have a different response to a uniform source due to its positioning (e.g. crystals at the end of edge of modules are different than those in the center). Adequate PET reconstruction takes this into account by first performing a calibration scan for a scanner and obtaining a normalization correction factor for each crystal pair LOR" ] }, { "cell_type": "markdown", "id": "474bee27", "metadata": { "papermill": { "duration": 0.006082, "end_time": "2024-11-19T04:58:14.658868", "exception": false, "start_time": "2024-11-19T04:58:14.652786", "status": "completed" }, "tags": [] }, "source": [ "**The cell below only needs to be ran once**, and may take a long time, as it requires opening and parsing through all the ROOT files corresponding to the normalization scan. Once it is ran, the normalization weights corresponding to each pair of detector IDs will be obtained (due to geometry/crystal orientation).\n", "\n", " This particular calibration scan was done using a thin cylindrical shell. We can compute $\\eta$ using a particular function in the gate functionality of PyTomography. Then we save it as a `torch.Tensor` file for easy access in the next part. For this we need\n", "\n", "* `cylinder_radius`: The radius of the thin cylindrical shell used for calibration" ] }, { "cell_type": "code", "execution_count": 5, "id": "faf3bfd8", "metadata": { "execution": { "iopub.execute_input": "2024-11-19T04:58:14.672725Z", "iopub.status.busy": "2024-11-19T04:58:14.672511Z", "iopub.status.idle": "2024-11-19T04:58:15.286253Z", "shell.execute_reply": "2024-11-19T04:58:15.285101Z" }, "papermill": { "duration": 0.623135, "end_time": "2024-11-19T04:58:15.288313", "exception": false, "start_time": "2024-11-19T04:58:14.665178", "status": "completed" }, "tags": [] }, "outputs": [], "source": [ "if LOAD_FROM_ROOT:\n", " normalization_paths = [os.path.join(path, f'normalization_scan/mMR_Norm_{i}.root') for i in range(1,37)]\n", "\n", " # Get eta in listmode format\n", " normalization_weights = gate.get_normalization_weights_cylinder_calibration(\n", " normalization_paths,\n", " info,\n", " cylinder_radius = 318, # mm (radius of calibration cylindrical shell,\n", " include_randoms=False \n", " )\n", "\n", " normalization_sinogram = gate.get_norm_sinogram_from_listmode_data(normalization_weights, macro_path)\n", " torch.save(normalization_sinogram, os.path.join(path, 'normalization_sinogram.pt'))\n", "normalization_sinogram = torch.load(os.path.join(path, 'normalization_sinogram.pt'))" ] }, { "cell_type": "markdown", "id": "0fa997fa", "metadata": { "papermill": { "duration": 0.006322, "end_time": "2024-11-19T04:58:15.301706", "exception": false, "start_time": "2024-11-19T04:58:15.295384", "status": "completed" }, "tags": [] }, "source": [ "## Primary-Only Reconstruction" ] }, { "cell_type": "markdown", "id": "b8df66f4", "metadata": { "papermill": { "duration": 0.006057, "end_time": "2024-11-19T04:58:15.314044", "exception": false, "start_time": "2024-11-19T04:58:15.307987", "status": "completed" }, "tags": [] }, "source": [ "Before we delve into scatter/random modeling, lets get a baseline reconstruction that uses only primary events from the simulated GATE data. We can use PyTomography functionality to select for such events when we open the ROOT data. Obviously this is not doable for clinical data (where we don't know which events are randoms/scatters). PyTomography always begins by opening listmode events that yield pairs of detector IDs for each detected event." ] }, { "cell_type": "code", "execution_count": 6, "id": "36d068b3", "metadata": { "execution": { "iopub.execute_input": "2024-11-19T04:58:15.328080Z", "iopub.status.busy": "2024-11-19T04:58:15.327457Z", "iopub.status.idle": "2024-11-19T04:58:15.517896Z", "shell.execute_reply": "2024-11-19T04:58:15.517149Z" }, "papermill": { "duration": 0.199528, "end_time": "2024-11-19T04:58:15.519923", "exception": false, "start_time": "2024-11-19T04:58:15.320395", "status": "completed" }, "tags": [] }, "outputs": [], "source": [ "if LOAD_FROM_ROOT:\n", " detector_ids = gate.get_detector_ids_from_root(\n", " paths,\n", " info,\n", " include_randoms=False,\n", " include_scatters=False)\n", " torch.save(detector_ids, os.path.join(path, 'detector_ids_primary_only.pt'))\n", "detector_ids = torch.load(os.path.join(path, 'detector_ids_primary_only.pt'))" ] }, { "cell_type": "markdown", "id": "68dfa0b9", "metadata": { "papermill": { "duration": 0.006136, "end_time": "2024-11-19T04:58:15.532929", "exception": false, "start_time": "2024-11-19T04:58:15.526793", "status": "completed" }, "tags": [] }, "source": [ "Lets also get the true scatters and randoms from this data so we can compare our estimation later on" ] }, { "cell_type": "code", "execution_count": 7, "id": "1b2aba13", "metadata": { "execution": { "iopub.execute_input": "2024-11-19T04:58:15.547084Z", "iopub.status.busy": "2024-11-19T04:58:15.546491Z", "iopub.status.idle": "2024-11-19T04:58:15.710222Z", "shell.execute_reply": "2024-11-19T04:58:15.709557Z" }, "papermill": { "duration": 0.173053, "end_time": "2024-11-19T04:58:15.712236", "exception": false, "start_time": "2024-11-19T04:58:15.539183", "status": "completed" }, "tags": [] }, "outputs": [], "source": [ "if LOAD_FROM_ROOT:\n", " detector_ids_randoms_true = gate.get_detector_ids_from_root(\n", " paths,\n", " info,\n", " randoms_only=True)\n", " detector_ids_scatters_true = gate.get_detector_ids_from_root(\n", " paths,\n", " info,\n", " scatters_only=True)\n", " torch.save(detector_ids_randoms_true, os.path.join(path, 'detector_ids_randoms_true.pt'))\n", " torch.save(detector_ids_scatters_true, os.path.join(path, 'detector_ids_scatters_true.pt'))\n", "detector_ids_randoms_true = torch.load(os.path.join(path, 'detector_ids_randoms_true.pt'))\n", "detector_ids_scatters_true = torch.load(os.path.join(path, 'detector_ids_scatters_true.pt'))" ] }, { "cell_type": "markdown", "id": "a20a5593", "metadata": { "papermill": { "duration": 0.006299, "end_time": "2024-11-19T04:58:15.725489", "exception": false, "start_time": "2024-11-19T04:58:15.719190", "status": "completed" }, "tags": [] }, "source": [ "We can convert the loaded listmode events into sinogram format using the following:\n", "* Note: PyTomography currently only has basic sinogram binning functionality with no mashing / data reduction" ] }, { "cell_type": "code", "execution_count": 8, "id": "1f5500c1", "metadata": { "execution": { "iopub.execute_input": "2024-11-19T04:58:15.740036Z", "iopub.status.busy": "2024-11-19T04:58:15.739635Z", "iopub.status.idle": "2024-11-19T04:58:19.123286Z", "shell.execute_reply": "2024-11-19T04:58:19.122490Z" }, "papermill": { "duration": 3.39339, "end_time": "2024-11-19T04:58:19.125363", "exception": false, "start_time": "2024-11-19T04:58:15.731973", "status": "completed" }, "tags": [] }, "outputs": [], "source": [ "sinogram = gate.listmode_to_sinogram(detector_ids, info)" ] }, { "cell_type": "markdown", "id": "e05ec1a8", "metadata": { "papermill": { "duration": 0.009629, "end_time": "2024-11-19T04:58:19.144107", "exception": false, "start_time": "2024-11-19T04:58:19.134478", "status": "completed" }, "tags": [] }, "source": [ "We reconstruct as follows:" ] }, { "cell_type": "code", "execution_count": 9, "id": "a1839485", "metadata": { "execution": { "iopub.execute_input": "2024-11-19T04:58:19.159287Z", "iopub.status.busy": "2024-11-19T04:58:19.158827Z", "iopub.status.idle": "2024-11-19T04:58:54.380003Z", "shell.execute_reply": "2024-11-19T04:58:54.378952Z" }, "papermill": { "duration": 35.231936, "end_time": "2024-11-19T04:58:54.382366", "exception": false, "start_time": "2024-11-19T04:58:19.150430", "status": "completed" }, "tags": [] }, "outputs": [], "source": [ "# Specify object space for reconstruction\n", "object_meta = ObjectMeta(\n", " dr=(2,2,2), #mm\n", " shape=(128,128,96) #voxels\n", ")\n", "# Get projection space metadata from PET geometry information dictionary\n", "proj_meta = PETSinogramPolygonProjMeta(info)\n", "# Get attenuation map and PSF transform from the associated phantom\n", "atten_map = gate.get_aligned_attenuation_map(os.path.join(path, 'gate_simulation/simple_phantom/umap_mMR_brainSimplePhantom.hv'), object_meta).to(pytomography.device)\n", "psf_transform = GaussianFilter(3) # 3mm gaussian blurring\n", "# Create system matrix\n", "system_matrix = PETSinogramSystemMatrix(\n", " object_meta,\n", " proj_meta,\n", " obj2obj_transforms = [psf_transform],\n", " sinogram_sensitivity = normalization_sinogram,\n", " N_splits=10, # Split FP/BP into 10 loops to save memory\n", " attenuation_map=atten_map,\n", " device='cpu' # projections are output on the CPU, but internal computation is on GPU\n", ")\n", "# Create likelihood \n", "likelihood = PoissonLogLikelihood(\n", " system_matrix,\n", " sinogram,\n", ")\n", "# Initialize reconstruction algorithm\n", "recon_algorithm = OSEM(likelihood)\n", "# Reconstruct\n", "recon_primaryonly = recon_algorithm(n_iters=2, n_subsets=24)" ] }, { "cell_type": "markdown", "id": "b9ea4b5e", "metadata": { "papermill": { "duration": 0.005904, "end_time": "2024-11-19T04:58:54.395407", "exception": false, "start_time": "2024-11-19T04:58:54.389503", "status": "completed" }, "tags": [] }, "source": [ "And plot:" ] }, { "cell_type": "code", "execution_count": 10, "id": "52a141bd", "metadata": { "execution": { "iopub.execute_input": "2024-11-19T04:58:54.409460Z", "iopub.status.busy": "2024-11-19T04:58:54.408745Z", "iopub.status.idle": "2024-11-19T04:58:54.625919Z", "shell.execute_reply": "2024-11-19T04:58:54.625287Z" }, "papermill": { "duration": 0.228046, "end_time": "2024-11-19T04:58:54.629436", "exception": false, "start_time": "2024-11-19T04:58:54.401390", "status": "completed" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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hnJ+ztuz6rUuXttTwnP9XO8cl0xuZ7hybk88lmS2n23Mxjzsos2DIMuW2SHXWdtnxXX4O6aT7jcmYxy+ivXbHSTOBk5/noDJ7TI+OczKsz9rcyMt0kOb1yzb+0Xdf6z2V8BIcusMgMzKZQcvAMOuURXJqUtv0yetV87COlZ/d/7LndOnyXBnTQ/yNuoibpLlk67X1O0ldNp943WwOjQHTFol3kOe/1473umRt4lLTXa1yp+jFrGyuz/ao9pjDVs4RPldcun2s/j1K1KXLU6mR7DFMOCbZHGw5C70+tf+n1K2lV/X7c+/Py2zZpNp3/l5zko45PDv2+nmkk+43Ji3lM+YB1WePWNdSxh2MtYBgRK48Bbhax3v9MmWfAW3+l53n91C7dgb+WvVlO2bXqb17WVlbt5wTY86FrtC7fC8yxWHluoTP4FakW9Ii0hFRJdwZmdR31z+t+TM2p1u6a4pkei2rW6YPasdPJa5TQK0IdMt5W3PaLhaLJ/t48JFmXo9OvLt0eSqvRbgjppHusfNqdXnOHG7pw6+RzMHququlD2v6qZPvtyOddHcZVcYOighuW0Q6U3xZBDriaaT3OUolI9M1kJkBMv/ff8sUYgvMtwBl5sBwYXtl9ZhiNGvtkL3GjFRX9F1a8hKAqRaZZYZMS+8wcso6+FzKnGb8v5a+rGtkumMZZ2JN90yN/GRgVb9lz9NmebU0+in3koHN2m/+n9rVj631K/WcSDaXGanMTI+5Tuu6q8tbFZ+f/tsUGZs/Ld32tdeZ4tBb5veaLEPSM7zkzsqsrVt6m8dOId9dp/2Y0kn3G5IMoPr72G8Ofv2YiEjBj36fAkxrJHaZe/Ny+N0V1jKAt0ZGx8CrUiv5LtFjizKPqdIrM9CfgdPafTih8O/PaYsuXSRTPPvLnKf/+GIE25ep1MBM9qrt5N1arvFc3ZD9N/W4rD1qx7iOzXRtplefo1szPZP1FXVS5sjgubQp2XIl/ee6M9sQc0y3Z23SpcvPJi9BtmtScxrWjvua6445PF9KnCgv42jg+S0CPlWmOBq6Q/HHlE66f3KpRY78PQM5PIZAyNM3PcpSUwYtkOdA6WuJd41w18qaomRr5dfqrHMWi8UAHLLdRAD8ecFjRjIzqFmavzsanGBzZ+GaIe3KvUtLMlK2zFyq/edEjrqH5DsjzNn89+Oy/2vz+GvGfoskt+6/dU6NULujc5k6ZWXXCHdWXvZfrZ29TJ0vfZTpMvW/75je0nFj99sjRl1+Npk6Z8f+q8mYXszm99dI636eO3c575/rMPY6ZMcvQ7hbOn3Z63b5fqWT7p9QWkqqBmj9t+wY7gxMkkhAm6214zH67P9l35cFva1yxkBmBmgzIOvHtu7L6+CpkRExIA2eRZCRhKzuevf+0+/sF48StR7R4/fQlXuXTBxYTHFwtb5nx2cvlT9GqP24MWJeq/dYG7zUcVParFbOt5yf1IckvHx2d2YjWE+er5eOy/qaupHn8yWdl5H8Wtt2vdblR5cxvVpzpk1x8vn3MQzXKnfq/61jM0K6bB2y/7y8ZQIO3j5Z3aYEUcbqwv+p86bWs8tfK510/wQyNmFbkaPa7xnZzki3AJJAkja8qYHcqcB2WcI95dwpgKvmrWx9bl2D5WVA1MEl21vnOHCsOUmydNvaeTp2SuSP5XSA2iWTDBRMEY9m+n8tsh0x3HU8ewyg3rPf+F/rmJeSrykvm8fPKX8q6FsGiDtxdhLN8zISTJ0y1SaRfGdOF9omvtfAaddrXX5UmTJ3a3gwOz6bB1OwzjJ1qB0zpZxa3abotmWJ/hTnQqZL+HuNMLeu62W74zH7XKvz9yxv0VnQSfcPIFMVRYto8/NUQOPvTCvX43iWAajPAbfLTMYpCrH1/zIKa6rxqSnD2rNtnXSrDC/Hz80ew1arl59XI93Z7sBdutRk2fGR6Sj/v+YkdEI1Ftms6YZlHIFfIy9Z7teS9+eC0FodMlDJ36j7xnR0pg9ph7L9L+i8pN7yqLvXreuzLj+6tJyWtWMyPFibn2MBh9b1plz7OZIRzzGsU7vumB6Y4pzNSLZfv1XPGqbj+X7frfr+SET2R6jjS0sn3d+xjE2wqSSbn1svPy57fmpGxLTZF5+pyk1zagrra0h3yzv73IlcU6LL1m3qORkAlgKu3Q/7SqBysXhMIa9dp1XfTNHXlgp0wNrla6QF/Pi7/+c6aSrp1rGZtBxTLyk/01wZa0sH8jVd0SpH4mWp77M138y84vmrq6uDdPSWk7XrtS4/ktSIZEb6ahiP3zO85uWNzY+Wfm9hzlb5tSAN9UsNK9dwbUZwM7uRvZg1w3bK9MfU9lr2v5a06tPlr5dOur9DaXm7/Peacst+o8Lxx+pk19OE1fNV9e5pzBnZbpHq7L8pxHuK1+9ryfdUz+fYNTKFnpF5P1/95NGZ7BgSkOx6LS919p8bIifebuS6Qu/yNTLm4ON/WfYH9U3t0XrZZ5epc3isnB9BvH3HZBnCzP8zQL3MNXSuE28dr5cyrtymSYdGRCHe2VMaunT5EaVGWmvfW2TX5xZlqg7NyH32RAJ/+kQto8+dqhnxbWERr0+2PJIbcdactXoJ3zrO9bplGI/l8X/WO3MA1to4KyeTjtO+T+mk+zuS1kSrKVJ9ZhSg5lVkeriTq4woZ5/92jXlo/MkU35bBszV/s8+LyNTz3tOXVtK2R0LY/1OL6v6s3bNKe8sPyIGa8qZovkc4j3mye7yNqTmDMweEaX3DLg5+HpOlPtr7+GvHMfZtZeNijwnirKMfs0cpTXdVPteIwvuMBbxzhzJ0lPuUOR/btu6juryvUpGbseOrT2CLyKe6FIntzqmVT7LdJJ7f38fd3d3cXt7G58/f47b29u4vb2Nu7u7uLu7e4JDPWNybW0t1tfXY3V1tbxnjwl0Auv18Dro+tIdKtfPj4hYW1srr83NzVhfX4/19fVYW1sbEPFafSg1kl3DtjUc2CLe7kT5HmxWl0fppPs7kJrybBGwGrF2EMsXvXskzZmnMyPdGZByJZ0BXz/Wr8N3/5xdb0yJLKtcxjyMzylT54wBzdrvNdBKEMnojff1mMOjVhdez4m3zllGoT8H3Hf5+aTmPPK9I/x/B4h6z8j2c0j3cx1Cy5CzlwQ9Lf0xFYRP/b123RqYXJawtvoqA47Sd1k/CzzzfL3z+d615TK8fifeXb5nyZxIUxxWNaJOwl3bjDKrQ3YdktzPnz/Hzc1N3NzcxNXVVVxdXcXl5WXc3NwUAkzSu76+Hpubm4Voi+RubW3FxsZG3N3dld9FeJ3oqk6yJ6zH9fV1XF9fx9XVVdzc3AxIt8rTuXIWLBaLUq/Nzc3Y3t6O7e3tQb1UH3dc1PpGvzlp9vvwtvbfMn3Vwq9dr30f0kn3XyytCZZ5Jmu/ZcDVJQOnHqnO1mL751qZ+s7//Fj/PKac+HsGjlrljUnLE/mtZCrwrJ1HIt7q/2UJhRN8Ku3MQHeF3kXS0kEEZlkUO6I+v6eQbp7Pc2t1/Joxm435MSD8tdd8CclsTO17RHt+Z/p7GUfGmBOh5tij7tFYyCLd7qDMHpFIsFuzNV26/JWS4T7Jcwh3Nv45p5Yh29TniihfX1/H+fl5nJ2dxdnZWRweHsbp6WlcXFzEzc3NYC8aRbQ3NjZiZ2dnQHB3dnZie3s7tra2Csnd2NiIh4eHQpSJWSMircvl5WWcn5/H5eVlnJ6exuXlZXz+/LnM+fX19VhZWYn7+/viFJBjYH19Pba2tmI+n8e7d+/i3bt3sb29Hbu7u7G1tRU7OzuxtbUVa2tr6TLLWl+NOfzkKMz6NtNXrrtI5Hm9rtP+WpkteijqL5FlyHaLaNe++/Gefh4xnlrUArKS7JgpZLv23X+reflqdVnm928lNSD7NWW0jOqYYa61KYm7G2hfxzSW1pvJX90PXV5XxkwJx1i2ti8DCXzX58xJOAZwptR7DGh+rTy3flPPqdWzZltav/k1p+j5Zevl16jpuKyODvr17udlxKL2vXZvXW91+SulhfFahHvKfJiK9bI6UJeT4F5cXMTJyUn8+eef8eeff8b+/n4cHBwUwn1/fx8rKyslSry5uRkbGxuxtbVVCLZI93w+j/fv38d8Ph/8v7W1VdK8V1dXn5Bu1efy8rLU59OnT3FychKnp6dxfX1dHHEi/bPZLD5//lyi4efn53F9fR2rq6slwi3S/e7du/j73/8e7969i19++aUQcEXqW3scjbWx96XuqYbrWHYN99X0XJdvLz3S/RfIMiCIypO/8XM2GSXu3dJztPWf3scUca1sns/f/Jja96m/1wxNy3P3vSiWl6iHt4N7L/nKAGxL3HPacvJ4eqZ/Z93GfuvyNiTTZ9lL46/25AP/XtNPrd9ewgE2Ji3yO+b8GtOXmYOgNddrTtgWoV2mPlOkpo+ysqc4APx4f6/ZTB9DWeQ7u1bLxnTp8pqyzNwcc8C3HFCtMv3dNyW7u7uLq6urEt0Wwf2v//qv+PDhQxwcHMTx8XFcXV3F3d1dzGazQXq2NjbTS8RXr8+fP8fV1VW8e/dukBLOOnFHcZVxc3MTFxcXcXZ2FgcHB/Hp06c4OzuL8/PzuLm5iYgohNtJ9+XlZRwfH8fl5WVxEGxubsbFxUWJ4F9dXcWvv/5arjWfz2NnZ6cc2yLfmU7JcK2OZSZPS9+7rs3wYO36Xb6NdNL9DaVFtmsgiJ787Nwa4fbJnU3wGpDVb3zPpHbsskD4a+RnI3hjhLkFBAk6lyXeLJuPIpNkXnPWo2ZQOnD9uSUbY5mu0mdPKeerpqNq+mmK089/a5HvmkydS2NEtgVu/XpTyXetHv7ZAfkyAN2Xk+j/ZeZ0BvymytTzfO+JTFdlYLblyPHx0nVYl28lLWyYHVub1zU92tKbNbItUqto8vX1ddzc3BQye3x8HB8/foxPnz7FH3/8EQcHB3F+fh4XFxexWCxK6jiJ6cbGRiGn9/f3pUytAb+8vIydnZ04Pz+P9+/fx/v37wc2ZGNjY7DE5O7uLm5ubkoq+eHhYezv78fh4WFcXl7G9fV13N/fx2w2K082kF64u7sb3OfV1VV8/vw5VlZWYnNzM25vb0u9rq6u4uTkJI6OjuL9+/fxyy+/xPv372NnZyd2d3dLqjw3gJuSds7v1LFac17D/Dy3ZoP9mK7Pvr100v0NxAd9BnQyxepRoIinIMDLnjKZp5DsTDFk9zTmKR37PlWmAN+fQYFMJQOulKlEWwa6Rci5kYgANtOa7u7uBo8yU1m+Fqy2OV+XH1+mkL3Wu0dJnAjV9phYhmRLnvtfdp/ZnFmG3Po1+XkKOJ5S75rT1l/ZenpPX+SuvNpNWNf3vRymtOfUY7L7WKYsRq9pR7Nx5huzZZ99Y6lOvrt8C8nm8DLHuqMqG+P6b0p5JKLa+Ztp2CcnJ3FwcFBeh4eHcXBwECcnJ3FzcxOLxZcNyebzedmIjGSb2EPR7MXiy2NqlSLODdDcAUjS7dFqRdoV4dYGaa5X19a+0CFfJ64dzy8vL0sUXWu+FfU+OjqK3d3d+O233+LXX3+NX3/9Nd69e1fWpCuVXqnwuoauXSPAGX7O9q7g/xnG68T7+5FOul9ZlgVmLXAUMUzn9cmXKVL/TMXL32rnj0nrWi8lbkBeS77VdV5SMo9opkwJFlvEO2IIXHWcXtwlmOWMOXG6/PgyxSFUcyBmei17BFiLcC/j4HvpcVcDMH5/NTJbqyfLIRjLwJlLDVixHt7mnsrJR0h6ir9A4sbGxiBaExFPQO9L6M6akzArdwpQdeLN8vwxiDqW4J160K//GuS7A+AulGWcTpmjSsdM3XByTJeJcHNH8rOzs7i4uIj9/f04OjqKk5OTshZaa7c3NzdjdXU1Njc3C+kWCWVaODcvu729LXNvc3OzlBfxZYnkfD4fENm1tbVST0ajtZGbItYqg+3ANltdXY3FYlEi8Nvb26U81UmPHFssFvH58+eS/q5jLi8vy73s7u4O1ntz93XpG9WnpVP4GyPetbFRw3g1Z3LXO99OOul+JckGewsUtV6+Pi27zhj4GIuiLEOSMi9hdt1afaaUP+W/r1UUU6/zUtd7TXFA2PqeiY8jEiBJtpOmfufx+s6oeFfuP7e09BePybJ2MoLtUUcdNyUa8Jy6T/m95UjQvYnEKiLCdMWxp0twF1+RXO7QmxHdMacGH9/DKE1GutkveoSPP7ZHIDdzlkyR2nFjADIrY8x5wYwdbyO3qzpO/2XOheweXop8T3FodXkb4jpzitPOz6vp0qyMjGwzss2N0kRAtbb5+Pg4Tk5OCtlW2nVGuLU52tbW1pPnYiu6rWi2ItKz2azoIM3njY2NOD8/HzxeTPP+4eGhRLlPT0/j5OQkLi4uCmnX3Hacw88qbz6fl8i5ytD67YeHh5KaLkfE7e1tWUcuwq+N1nZ2dsou59oQTrpUDlY6/2p2jv9RN46RafVtS592+TbSSfcLyRhwq4EiBwCucCUZsGl5N3nOVMKdlZHdz9eS6lq5U37PjMWy134uwHmN6MZriHtwMwLu7/4/SXOL/GSK38k369WJ948pU/WbOxP5H4/PxtPUJyi8BPHO7ifTvZmOzcgbd8xVtEbgUZERActM14tw69E0Aqfb29uF/BIw1pwZJNl8Pq3ArCJAIt7ehgLDIv96jM/e3l5JCxXY9YwElZHpHddJy/RLy8Hrv1FnecSa49D3qFDbZVEkdz5m1/1avdZ1YpeI8bTyDAPWjssId+t86jKRbUaeuTv55eVlHB0dxfHx8WBzMhHTh4fHR3qtr6+X6LYereUbn+mdOuv29jZms1lsbGzEbDZ78qzt6+vr2NzcjJubm3KMCLAcA9J7qpPbFJJR6T99lg6VDlb5IvY3NzdlAza2oe5Hx93e3sbe3l5cXV0V8n13d1faRHp9ysZ2LUejS00XZ+OtdUyXl5VOur9SpoC3TLFJqblnkZKBGpZLEpNNzueS7pa89MT0e5763es+BtamkvqaZGV970oqa5sa0c7OpTFxoO9ly6CRaGfRpk68fw7JdJw7EjOyrc9T9dNLEu6aLqk5B1rHO0AVMFWaoaItZ2dnZTMgpih6xF9Roffv38c//vGPePfuXezt7cW7d+9iPp/HYrEoaw4z0OibG3E34bOzszg+Po7T09OytvHz588R8bh2m1EXfdbzaX/99df47bffyhrFh4eHEq3yqHfWV1PAXyY1neOfeX0fd775EFPoCZCpx/gIIb8Pv6eXJN5d3rZkunLqeZxfLT2aXcuJtnQZSS43N9PGaOfn53F+fj5w5CmjRqRby1P4iC9GuKk/fdmLz2tGlS8uLkrKtiLOIsVKe1fknVFun6+OV5T6vbq6WupxfX0dOzs7JY281v50vF5fXxfifnNzE8fHx4VwS69rs7X5fF4cq8xqamEl/682Zmr/17Bc11+vL510f4VkAzkDcnrP1siQeFNEWOh5ixhOEF9v1nqNrePOpOZVe65MIb4tIOx1q93HFEUz5fsYwP9RvIRjhLnm0PFzx9qL52bEy+vzPbdZl7rU5mi2jnnMGUbdlOkyHl8jXa06tuqeOUP9s9fbj1cEW5v3aI3j2dlZnJ6exunpaSHcJN0+L5g2eXNzE3/729/KhkHutKqRbt+19/z8PE5PT+PTp09xeHgYZ2dncXJyEmdnZ2VHXqVnMrLNaPfW1lZ8/vx5QFJ1fUZpMnCffR77PxP/r/bdQXrWz3IMRsTAfroNcjBeG8euQ7te67KstPCPpIbFsuOmEm7f1NIdh5eXl4VUK2os8k0SroweLqeRPltfXy+k21PKqUN9qYvuhQRU9dS6aeorpbPf3d0VZ4DWljOrx/GbOyzodJRO1fO5pevkdOSu6SpX93Fzc1OcANfX14XMb2xsxHw+j7///e9lt/P7+/snKefsy9oYmEq8ea6PNddhXX+9vnTSvaTUiEb28uMzwi3STeHgbylPj4BnJDsDsFMId02cwD1Has6KDChl6aq8x+w+pwDuVl10DX9vgb+pbTK1zWuE+LmStUsNKGYkPVPGtTHv/3ON91iZXX4MyQgr1zTXwKB/n6qjvkZn1QiY62GmgFM3cydvCkGgoi+Hh4dxdHRUIi1aC8g0cx/3qt/6+vpgY57b29tybbabHLE6l8+21WNs+Jicw8PDsrZR9fr8+fNgkzRtGsTU8dXV1RIRV3q7ALXAp8DkWPr1mFOl9t8yMpX4+jrviEjHrI8V12G8btdlXZaVGvaYgiVqtnwK4aajzp11imQrQ0ZOQ6WXu670eSPdoHXY2qVcBJXXznAdM2843zQHpecuLi7K/4vFoqStf/78uWyexvRyBbBUR8eL0uWsizJ9dnd34+7uLtbX18tnRu9lG1gfEW+1rXT22tpaeV65Nnf7/Plz7O7uxufPnwcbrk2Jei9DvKeOo67LXlc66V5CWkrSN8upETxXdvTAR7SVpytRJzpj5zwXzEyVqRPe20btFvHofaUXlI+QiHhUzgKM2XqYDNTW3rPfWm2ZteGyZHqqvKQCzNqkVnZmrLO6EbT6cQSrKq8T7x9PMh3mZDtzJBI0Zc6xKU9RcOL2tfV1ss3NcUiOBYYiopBSASwCHEW5b25u4vDwMD58+FBSuAX6mHLpJJ72gOsVz87OSoRE6ZNqA60vnM1mg5RykepPnz7Fv//979jf3y9p5YpYiXzf3t6WSLbWkasfBZAV7dF1pYeVVn5/f1+i5C27xL70Xdk5Dmq71i+rI1rORLWj6yE5EbKxxCUyvi6UY1XX6zqty5i0sId/zuy2Prsdb206mek/ke2Li4uitz59+hRHR0dl7fbnz5/LmPZxr2UoHqHWOm4+pzri0VGZ1V9l6VrEfEwt1xyTXr29vS3k/uHhoWzuRqenCG+mx1X+58+fB+nl0o+6H9oGtbXbMJYn7Op9eXl5GTc3N8Wx8euvv5ao997eXszn80HKuWxGdh19n0q8dWzruK7DXlc66Z4oLS84yXYt0sPz6FUjmKqB0hrh4wQaI+38zz+37nmMfI19HzvOwbt7UuVhJfGezWbF0yhvI9fD8P78Ov5ifZxw14BhBuZqHsOp8q0VnI8dGtWs3plC17EyCvrfnU76vwZ4u4L/fmUq4eZmYgJVtR2gW87A5zq1phBt6WcSZaZ+8/EyIuOz2Sy2t7fL+js+6iYiBsBVz6Y9OjoapJOTuLJNpEsYXecmQEpj3NzcHOijxeJxfTejP0oHPTo6Ks/LPT09jYuLiycvRbp1bQFLAVK2p6L4Aq67u7ulTtLZ6h/ZP1/fT/2pF9PYuaacz+7N7NdUfZHpFn72iHdmTwn6aRfGrtd1WpeaPJdwZ2VkY7tFuKULha0Y0RbZlt5QaracTpqb/vhA6QFeX9FtLlfR9R3jyqkokqu57xtPSndfX18PsLP0pAiqyLbWc9/e3j553OH6+nopU3XyXcSJKbUDu2PRbKmQ2pv1pkNP57od8uwBZh4tFotBxlNrbIxhT/+/hfe6vLx00j1BxoBnBkBpdGnAM9KXEe2xdY6SMaX7XMKd3XurTXh/rfOy40m0PeqktUUCwQJw8/m8bEih9TVS8Lx/Ojn43nKMSOHKwNDgZB7fZZwTNYM61Yv5klIDmS91LY4HGW71R+Yc6Yr++5LaHK/pPAKLmuOQ+o3HfY2+8nE2xYmnyPDJyUl5tAyjwNrtdnV1NXZ2dsrGNwJC2i13sVgMUrsVDSFYJbjko7joiCIQvrm5KdEjORU1P3SOot26vq6p8xUFUrsoyqN1lxmBJCl2AiyQqLbTNVX3iChRJwFTZQvc3d1FRJSyuGGb1pQrIiZnqnQ5Uzdd504ZG2NEuOYszMZepssyhxKP7zqtC8VxQAsv1TBFNkanEG7pRC1f0XIYLUXZ398vGz9q8zE6yqW7RLqFtTQPqG+YIs46qI6MfFM/inhLj+mddaeDV2VcX1+XPSZOT09Levn19XXc3d3F5ubmIO2d5J7tyDXdqjd15crKStFptC20fbRtbkN1nO6JuFf3oXtWxFu7p4t4T003b2HwbHxkDsWuv15eOukekUw5ego0N4HwNGhuikCjrd98QvvnMaLN72Mk7msnUItoO+EeI+tsR6UNiWwLBB8fH5f1iFpXJCD87t27+Ne//hX/63/9r3j//n3M5/MSiaJSUvlSlAKC3k96F+He2Ngo4Jrppb7Ohud5G7faKLtuRjxqivWlZCpIzECuO5Zajobsvj1roIPU70eyue6E1j/rOM0NRizdmRjx9YTbxxeJNgksd+DVmkWuexZIUwq2NjCTHtjd3S2pf9ptluv5FovF4FE5AqGKBotc+ms2m5WIs0jtzc1NHBwclA2BIqKAZDkd9/b2yq69KoOp8UoBV4rnbDYrOkyA8+bmZkDI+cxbvhiR1hwnUCTAU0Rcbakou/St+pObCunZvXt7e7G7uxt7e3tFn/PxZExL59iYQr7HHJdjxNttmxwfs9ljhC+rm47vOq1LRI4la7Zx7FwePwV/eEq5nmjw4cOH+P333+Po6ChOT0/LM7apy0VE5SxkpFs2nLt9k8CpPu6QdeLI1HIttRF2FqlV+YyC6/7kBLy/vy/Re2UbRUTBhXTsScdl2MVtEG0M25VR64gYZAm5g5DOOka0uSxLdb66uop3796V+9zZ2RnUie3HOvLzGPGuOQVquqzLy0gn3RXxwciXr2P0tBBXOkytqZGPzKPfSi+fClRfkmizLbJ2oVLKJjt/I+HWjpnadffjx4/x4cOH4oU9PDwcPJJiY2Mj3r9/X4zEP//5z/JIG6UZSaSMBYr5+IusnwQG9XgHRbZ0XwKA7hl0JVcjBL5usNXX/J8vJ7svJV5WDQxkyt3PU13dSNHwcJwQpLbq1OX1peVcyzJ6fD2fxrNvMFMb2/qcvY/V0etFfcLHdul1fHxcni3LzcYU8b6+vo6IKLvJ7u3tlZ3EpUek70lMmUEjksvIkDJxGCVaLBbFkag6397eDjY9i3hMIZ/NZmXdop7xqsgLI+wCwZubm4UkeoRqc3Oz2CzWUy9u5sN+jIjUwXx3dxeXl5exv79f0lMJ5Lm2UdeTU1Pp++/evYt//OMf8b/+1/+KX3/9tTwqbWtrKyLy9apTyW2LeGcg1fWT2y630/q9g9UuLXG8pN+e41jnPMiuo3di1dvb25Lhc3R0VHCWItzKgvElIFwD7TZc9ciiwz5PMweXytLv3E+DQRk67qQHtURGWOP+/r6sUdf9CA/SUaBNJPnIMbclEn+soOoloqzMHtVfqeu8fznqHFOJdOuZ5CxT0XBG0jc2Ngbnsz19bGR2fExazp0uLyOddEPGCKZHtz3KXfPm8TcpB3rEqNQ4kcbIGN9bnzNpecGydmB7tNrFyWWNVDE1R6lO5+fncXBwEB8+fIiPHz/G8fFxHB0dFfCm3SDX19eL928+nw+UqTyhEUOFrVQjrtd04yBAurW1FdfX14P+Vd0FSpUeKqNR8xoyLUovJyki+4zmuIGokZfXIuBeXmYsvF9Zj8wD6+OI59UA8RiY7vJy0pr3BCUOTJxwE7TV0sn1ufU+Vk/VRfpX0VetbaZOOTo6KtFXRWKPjo7i48ePZbdxpVRqzm1vbw/uX7pA85gRfd/JdzYbZsxwCQz1hRx5+q7H4ZydnZVdb3W8nvE6m83i3bt3BTAqeiVnoq8hzxx3BMgegZd+8/RuEkrvf+pZOQz0iDI5TAVMFVlXe2xtbRW9fH9/X1LLIx6Bss6LeLpHgO51KvGeMsayMef6XW2S/e6fu7xtqWGozLGdObEzEpTp0uwa3KFcG6Z9/Pgx/vOf/xT9R71BXcC5prKkD4lZWC+va5bp5CQ34pHISpfS0aknLgg7b25ulsxGZfaIsCtbUtFy3QN1ob5L36neHkBTm5D8sp58KoWXSyyXjQG2l/CoHKjSoZeXl/H3v/+9RPGV0anrcCxk0sL5HDcZdu2p5q8jnXT//6VGDPzlxJJAy9PDfc2IyvWJkKWT14i2T7Dnekif2w4RwzRT96TWdmxk+TQE8ryenp6WjYi06+75+fkgckPQRaAnkKpHRsiryOdOasdIrtf0OqofNjY2CgB8//79QAmz30m8qbz04hpS7VYpAEoyzwiTp3Exzd2BcAaGX0sx+pj1Ps0AbTZedbyf1xX6XyeZUW451XyzyExP1ZxEX+MszHSS6sMsFq3PPjo6KktU9MxWrVfkrrxat611f+vr6/H+/ft4//59bG9vx/b2dkkp53pjzvmaPfB1y1wLzuiI9KbuQRu88d4VfV8svqSz7+7ulogPHYrScZ5mrxcjWnICONmuLaFxEJ7ZRqZLsk+ll3mudLjOV19w8yBGc3w3Xx9TU0h1pnP4W835xHrrXN2PR/BYh67f3ra43vJswGXGhs9HP9/1NsmrnJEnJyclI0XORo9wc4dvd7I6IfPgUq3ejnPVDlzfrWOpE4XfSLojvjgHqE9YV9moDIN425MY6zhuluaPkczsYG2Oy8HJNqLzgvXhviOyA7Jt0nl61/2r/X0csB0zYp3Vs6b3uh57WXnzpDszqK4cI/INerJ0cm4w0ZrslLE08pqCpSwzGWqTj/XLSHbmdBCwYxSIpDsDNoxKySv56dOnkuYpwi0wppRxeRRXVlbKoxxoUFZXV0u6Jr2QBKIZOGb9BECl6O7u7uLdu3flGG4uIoPhAJxgVwbj7OwsPn78GJ8+fRps1hQR5XmQWsMocK3IlnZO5nMv5YRwRfyc8TBVauS5NSZr6U/uyKldo8vrSo1wtwiVZ/VkBHvK0hjJWJ/XdDT1D+fZ4eFh/P777wVUClhyAxwBR22oE/Ho/BLJ1i7dSrVW5Jpp4kwtZxoiiSY3ZeQ5EcNHy8hJyKjT8fFxaet3797FfD6PiCjkeXNzMyKirINUxJubq4mMM+Pn4eFhcB+MbvlmlLRt+pzNXwezak8BZbUPryeboE3Z1tfX4+joqFyL6+bv7+9LdN8zKfzVAsHLgMfa2OM45281ndYB69uWmmMuI9F+nmQK4dZLOombPJ6enpYo96dPn8rSDzofqbtZpsrSNbmTtnBIVr8a5uVxfDFTUfchZ6Hwm6LbLEc4LCJKFFx6Qo7FiGFaeLZ2nXNYellYkraDzjbePzeelI3hppTuxKDd8O9yhhC/KuV8b2+vLDFSPXw86HvLiVg7lsfoProeexl506TbB1hGuP0zJ4cb4CwKGRGDiZwZ5NpL/2fvr9EWWTu4Es+INp+lLWJMpeSEUORcZPno6KgQbkWkFAVStFfn6XeRVG5CxM2MBDI9rduFqeMyOAKJek6udtTkmkiPbOg7nQ98du7+/n788ccf8fHjx+JQENBUNFuEWp93dnbi119/jb///e8lrcjJtwi46vAtlaN7UGtkquaJHzPIXb6t1Oa/g0X2mxNuJ0G1FLgp/Zvp54hHJ6D0AZ9tLQfe/v5+WRuttdKMpCjFeTabFVDBdGftHKuNvDS3+AxXr0vNmcd2IlidMvYFOgWaz8/PY3t7u8x5ReepU+VcIJn3dd8Rj2CZoNABovcl57wiST6PdZ9sYzokCFTZhtLjWm50enoa8/m86H9dM4vI1zIqxsYa7ydzKmZkXv/V+pmRQOriDljfnvh4oY7IiHZmK/l7hg2za9AZqY3Fjo+P49OnT/Hp06dBYIMRYU/BVnmM/NLRr/sZc6yybj7nqBcdw8ghJyynY4g5pMOEhbRHBNd9s64KiGxsbJTlil4WlyxRjzru9z1+VI5sgvSoHLbEiWpTOm7l3NC9ymnKLCWOI7Zzi3hnYyqTTrxfX94k6a55r2tgMztO4sowA576n+c6KPBjX5ts17xftTbwSDZ3AXeQp0i32oLtIWUkZSKgLHDM6K/vokvv5Pr6eiGgUppUjkrPpLGgY4TtmkXtIoZRqGwN//394/Np6ZxgihA3LVG6q9YnifALKOt5ktzs6OTkJA4ODmJvb2+ws682eWIbiAg8h+B8jdSAKwFobd5kRsAVe1fyryOuB/XuzsYpEZoxx+HXEO7sxQiENmA8Pj6Og4ODODw8HER0tU9DxNPnY2tu+6ZncnBxDTYBIvW5px7SOUCd4Y5NCTf1UYRdOlVgTddkFo82ABKpZfaQIjPMOiI4jYgnT2fIot26dxJ03RP3JWEGkEi1spG2trae6FhGhFR3XWexWAz6dW1trehU32Xdn/GdLbmZIq5rHET7mOYc8XHq2UeOAboue1viZJukLSKPctfsYu04x2rCV+fn52XjyI8fP8bBwUEcHx8PngbDsjk3pVdUfvbyumW4ldjP78vnKp1o/F16b7FYFB2k45mBRJK+srJSNqCUvifO0nHS/ZqzmeOResWdDLX0ev7P5YIRXzb4VUal+oG2hJmWxLVMOVcAio7JGvFeRmrEm7a/67Hny5si3dkAckXoYDM7x4UT0o1+zeuUke7s/9r5tbqMebJqx7WcDtw8iM/R1netUSaIjXjckMO9l9rpVhsd6VE9SquUEhVwU5SZwHZlZWWw1lnK8P7+vpD5y8vLQoyzFMqIeAKU3eg4yOJnTw1yxa41VNoxWZs46bEcGidUslK8UuxKd1XkW8T7119/jX/961/x22+/lfRzJxYaL99KQWbX8lTUmrOnVWaX15VsXLsOzDJ7MkBSI97PrUumjx4eHopTS8Dy4OCgbL6oTRcXi0XRIQJRnPvcNIeAU+uv5cyqgV1GTtwxJ4IscCX9yPWLaktFhHd2duK3336Li4uLWFlZGay7Vqo7iaqiVLoX6RHuXaG60CHHbCGmy+u9RmKVDs5UU+kZgkDpZr1zzEg3MfrEujL9/urqqqTXS7/RMaL6c718tsGlZMpYrOkwSpb5lt1bdj4BbddtP7dkhNij3FlGZCbZWPHy6fDn0xo+fvwYh4eHg6cJiLxFxJNxy1Rtx8Be72zc1+ad8BEdcJ6twowiZrOoLtI9JMia/1tbWwMMpuvqmvrN71O/qS3cFmhzR0akhXl5/x6w8bbV4xHlDLi9vR3gVvWj6qv+0SMj+USI/f39+D//5/8U26ONNXVNHzMtZ032vxNv4uPaeOwyTd4E6a4B/QxQ+udMnCRngFP/Ze9f+3nsHpcl5BnQ1aSXspJXUGBXnlIScF/TyGc6MrosQqroNnfd1XmM/HBjHRkWKrOIx7U6SsUUoVc6okCgFKyi4wK3VD4EmzVHjEe59S6Fr3QgGT9toqZ7jXjcCEPnyqmgcwW6GQnb3d2N3d3d+O233+L6+rqcFzHc6dfHzmsQ7wwkPOdaGZnzFLLuWX1ZqTndXP9x3FNqei8jqFP7LSP/Dlg9pVzruBXh1vIUOeZIoBnNjXgkqj7/GZUQ0WS9pOd8eQ0BtY5nvZ2Q61jNb6VF/vbbbxERJZ1xbW0tdnd3C2CLGO6mq7p4FpLuSyBWOlN1qBFt6UcHk0yNVN30m67r11ObSle7E/bh4WHgJFA/SA9eXFzEw8NDXF1dDeq6vb1dHLLb29ulLbyPOUYzHcLvTi4oTrxVFucL7ZHPLyfeLKPLzyuOqahnpjomawEYlU/nnzJElF338ePH+PPPP+P4+DhOTk5KNiEdRY4VmNHiNjniaWCC5/mO5tn905ZoDjFjhOW5E8vPJXkWRvRsnYjHZYQRUXQ670F6iedJDzKgwqCS3p14q414LZbH66rf5MTM7DJthzI4lS3p/dSKeNeItz7XxmFGvmtldhmXn55018ClPtdApg8wH7z+aoHPbGC2JsMyoDWbEFMIeKsMB5QkkSLcik5z7bQrzPX19ZIiKeW4WCwG5cljGPHoZVQUQ4Bqe3u7KFQpGt6XHAPyCIpwX1xclP+5DpPKkUqcgE9kPNu5UhEreidZD7aTE26BYSn6bLx49Edturm5Odh5WWmzdFSwzCzC8lJK0sd2C7C684LHO0mRyJC8Vv27fBHO+dZLkum4GtF+Ltl255brIqXZXV5eDnQRow/SOYqAMJWaKdJKNSQg9vRCRSMihns2kHx6uqPaQPclvUGw5cRbDoL5fF70yGKxKOsUPUOH5VBX+fpLOiaVqq028ogSwSg3CHLSrefKal7qN+ortl/tWnIMENi6c2Wx+JJuTnDLJQC7u7uxt7cX9/f3pa/VjwSfLXvsY5e2TOLEm/pax1Nv6ZocG9l1uk77+aRFVDyLzs/JpEW4OVdOT0/j9PQ0Pnz4EL///ntZw639IDRvORepK4SzHD9Ih+hcz+bgvdFhx0zJbP45Oaf+Yrbf5uZm0Z98kgvPpzPUlztGPD5vezabDbAcz1P2jOqmCLVshI6/uroqOM3tpDsMIh6DQrQxwsfKhmKUX/3hDlXZvdPT04Ipj4+P4//+3/8bERG7u7uDjMfa2KHuybAYj/HxxnK7/lpeflrSnZFtvdciKTWwmQFKN+YZ6ea5LZJd+23s3lhH1t//G7uO3zMBKcmsXkpb0mO4uNsuIxokgowYySNLUsnnGopwc62ywKLqS1DOdFOBcK0Vn81msbe3V6JXHrGjstd/AkpSunQOMMouhePAU/U4OTkpxk6ZASrHn+NI76rajWBdgFSR/Pv7+2KMZJi0yzv7+TWJN8UVNOtAYQTblT5/8znW5eUk04WuD2v6b0zXTSHbmaPFHZ8kt9zzQHNRji09F1qPChSx1lxSBNkjoARA1AG6D9etBLfUB1yvrXmoe/N1y1y7TIIZ8ag3tZxEG/wI5Ghu61ymeLNuXh+Ca12Tj2HUenEnAiTLHANyfOra+o1LkDyip/uTDvaIMPUnbbHEnZrMYtjY2Ii9vb3417/+Ff/4xz9ib28v5vN5LBaLApZ5PxzHLjWyTcnGvhwgHC9+77yG6sJ77zru55Malmw5Kymt/6grmVK+v78f+/v78V//9V/xn//8Jw4ODgZPcbi9vY2tra1CzqgbGC12AhkRA1JIO6766Bg6/5XJIuyW2QudT8zJ9eZaeqPgCZ/gEvFU/zFzhllIcgK4M1d6X22pjSplQ6QneS4dsSTuEcOUeep63VfE8FnovjEk9byupTre3NzE6elp3N3dlX49Pj4eBLXUB+oPjiW2d0a8W0L91vXX8+WnI90tsq33GuGeGuUmMaiB0GVJd01q3tAxwOzApVYXlkvCzUfO8NFXIpPHx8eDR1+RpPI504queKqPSLcIJXcF5s7cTFPUuVKwWVqV6qldwwm8Ga3WPTug1n96nq6AqyL6TKmSQlRZJMVMK/dInBQjU6e4aUfmHFBbiWw8PDyUNUJra2sxn89jb2/vCYjOxsC3Jt6t6/l45nFU7q9d97ciDpTGCLek5mTkb/qcvdfq4XqM85uP++NzqDUHuBu3HFmZ88pBmhM6pmpLFNnQ+COg4/4TukfNaQJStouu4W3vBJXEW2vBZ7NZAYKc1yyDhFv3IR2s+xdpXVtbG+hrRq1Unvcr/yOxd7tBEOv6gE5GB4PudIl4TN/UtdT2fBLF2tpa7O3tDTYY4tIfgU/2J+vj+qQGSr3NdS9+r6x/zenI8tm2Xa/9fJJhyRrhrjl8suM4525vb8uGrQcHB/HHH3+UR7ByP5mrq6tyDUZvpa+kC6RDpGuo6z2NWnrEgy3StToncz4Q9+i+qEe4cZr0WEQMNpaUzZAz0512jifo9OQxvoyItkR1Jc7f3Nwc7DAu3Z4RbrWnyhR2Y9lsO9aXNkn6W0EdPkbtl19+iZ2dnSf3ovb3tniu7nG77WV1GZefinRnnrcauMteY5J5rqmYdMyyAHTZ+6uBZa798NTnzEnAOjmA843TBHBFvAWAGd1Q9MGFCjzikXSTsBPc+No/AhW/9ywyUmu7rK8zsM+2Jum+uroa9D1TCdXuIv8XFxcl/Yf3qTJ5bwS+vB+BeP3H6Bp3s2SKP4F3bVx/L8Q7q5sTbIJcf++ynGTjnuMkczq6nnAHo/57jlMxm8t0+IlkaR5p6Yh0B9MQI+JJdEKbbmkjNeqfjEx6pkst6p7tQUHinbU1M1YIxmrp4IoIU68qNZ4k0IX945H+xeJxaQ/JIgGi37P3lxP8TCc7yeBnHztjDmvXr3I8qg4ivrpPOls8el8j3i3JCBDvlWXpvmmT2a5eZuZ46Hrtx5capszG+BTcyXL1rvl3e3tbNmtVhPvjx4+xv79fdi0/OzsrS1XoLFLGi/Sd8Mbnz5/LHjjEbRJPO+eaagZPqEOJT9UWjp15b8I3zIQUtlRQR/pRWU5sd9VB56gsHa+2ZPQ+4nHpjO9xoespk4mOUQVE3HFN3R4xjKQ/PDyU4AoxLzMN6BDmhsV0SivwpZRyOVUj6rua03aMjcPsf9d/HZMtJz8N6c5Itt6pAKeQ7cwI1gBBzXM5hXA78GvdF7+TKPrE5DoWgiJdj5EGV6ok757OKYLHR4VlhJfATG1CcLJYPEaEfS0407aniHsJpXikOHVf8up6e3NMsA0Z+dIxUrr39/cl1cm9o3d3dyWyzR3ZmSolD7CvcWTEW0ZA/bCxsVH6Q6nlOzs7g8epRTwCU/aN2jVrO1e8rymZYlZfE5zWpCv1l5Ga/qiBRL3X9J4fl52f1YF1ISjjc0mvr6/L0gwRbu1n4HXVvKITixs5ElR5XZj5EjGMfhM8qU5yOD48PJTIUAZOMxsjpx7BKDdA4w7gJM+K9Djg5LxghF1toGeO83E6Wqrjzs6Hh8c1irp/RpR0TxnZrt1vi3yo36QHZSfogGCaqq4dEaX9VWdlYCnlnKnlEcOI9xjA1OfafJC4XvXsJAes1MeZbu7g9ecSd0JlOrMmteOcjElHHh8fx4cPH2J/fz+Ojo7i7Oxs8OjAiCHm0JxiVFvPrebYzJyIrKMwmO/XUKu7l8V5Roeer8lmnaQz6JCjLpOzMau3z0X9Jqyl/4jJfImOiLd0jNZms97EkbJXjid1P2oH3Redwh75F/F+eHhM2394eBgsofzb3/42wJW017W2nypqY9f5XXdNl5+CdPsA4OcxYOCDkJKBypZHvgZCxwi3vo9NgAwwa5IzGq0XyTFBjIAo15K4AuOjZ0S+qQBdyXk0mwCJE55lX19fD0CmlIQUjZ6d6BEFtpkDU5FQKUeRY6ap+7hw0M81O1J4qj/XCm1tbQ0I783NTVlPrp3ZmVI+mw13yeSaHipIeWfpAFGbbW5uxsPDQ1nnpLXvTJ0loJdxZVtlQK82Tltj8bkKNgOvY84v/70r+OUkI7qeFRHRdiaO6TvJVLJNXaZxzmUsFxcXZWMgkV0BGM0lX4+cAaXM4eYOSbcLchqqfaQHlVlyeXlZohVcBkNdx7IZ5Wa7E1Bx0x+Vxb0xRLoJKN0eRES5b0X55/N5eXTXzc1NId3+xAnV8/7+fgBsOQ9bc84Jdu1Y6SC1k+5psXh8Bq/sFVNeRQK4A7CcBIr4qa0U9WY91G5qX6+T319Wfx7jx9bArQNT3SdtG6/fdduPKxnuHHPe6Lza7162MJQ2at3f348//vgjPn78WMg2l/z5kxuyZTaak8y04f4U2T3pHNexui4dnAyo8D50bWEvYU1hT9kDZTZp3jIKzWWJWvO9tbUV19fXsbq6WjIUiYVEzPXi/yTM3i53d3exublZ2lJ6Vcdrw0fqcz4OVtfWBp60u77Uh+3u7UMcenFxEb///nu5p/fv3w/K02a76odMWvwj0/8Z5+o6a5r80KQ7U0gt0l0j2xQHZ/otIy1jZNs/Z9+XuU8nVPJ8cfMuRomU2uzeTD5CRxsP+Todls1H0JBAsj28LVQOgURG6Jmiycin37enzLsxY+SeXkvfKVzlsT4kIbpHAqSVlZW4vr4ebCokBU1lTVDO9Taqp8gA08YZ4c420ri7uxtsQKT7812ZVTdP6cqINn9nX04BzNm4zOZMJrVrZCRlinRwOk0ywk0dInBEHdBKI5+i56bUgWCFqdvaHE0RnPPz8yf6gvNG18/SFSOGewMwupPpE64jJojkchumtTPi7G3kOkp6zXVNtiyEaY98VFbNecg+E2jWUyC09wOPEehjVhSzY9Qumf2q6RT2s7eBz2/2iY7nZpn6LQOiqhP7IFvaQ3DszplsvGbAc8x+qx3cMeztIXGd6W3A47pu+7Ekw2ljpGSqrWO5GutnZ2dxeHgYf/75Z/z5559xdHQ0cEyurKyUtcNyVimjhNFYZpvwMYJ8zCptBjEgiS/xI9uCuozzgvru/v5+sFkvH/16dnZWdj9XRiMzmTLnorIA6NBS+/FcleVrxD0jKiKKvry/v4/t7e0njgnVcbH44txk0ET3zTJ8iQ/1k48N1Svbu+Pu7i6Ojo4KLtzd3R04W1h2pldqhLtFtvWZzoQu0+SHJd21zm8ZeR7rZdSMsN49Ffs5hPu59+hA1dMdGWHV7t3cMZuby0iZbm1tlcetKFWZitPXDpNA0/MXESno9H4hyPcoC8Fi5jWlsqfiIUjUOUxDYuo1+04gWsqZ6Z2MbAvMMd1egFbP2qbXmBs/8f5UFtP63VMrQ0ADRofFYvEYuZc3V8ZR98l2J6lxct16qQ9bQKE2TqcI6+LKuqb8s+u4EehKPxfXIU66fbxHTI92832sDv4i8RWhFuHW4/6kzxS54Xzya1PHS0jgNB/oSPR9EBSNZptJpxDkcC6TDLdIMccrH59DIK37073RkejzO+tjidsoEk5tRrS2tlbaQZFkf0Rh5kzjvRCYZnVYLBZPnKl08KgMtru3Ga+he9GmcLoX2ZBsWdTt7W1Jm83SLdXO1I9swzH90poXjjM4nnQtjikvs4PZH08cq+nlhErH+rm1/ma5nlbOdPLFYlHwgYIsdLhFPGI74hDhCGEKBmQ0D6mjOC+IYVwPE6P5veizsJdItrIELy4uBinyckDS4cqIs556M5vNSrBFekBrryNicM8ko9I1GT/QvfBc3judb1pjnul4D/TQUcHfHVOvra2Vp1oIu0pv6/jr6+s4ODiIT58+xc7OTvzjH/+InZ2d0k4ZFh7DXDqGfed9qfcaqe8ylB+OdDvZ1rsrOf1OZcXfJDWS7J/dSz4GPlskfup9ZkBZio/PqVUapjbPIOlWqg53CVf0Y2dnJ969exd7e3vledh83IOT5YjhmhqmETFVyJUNybYrb7UtFb6Tf5XFxwexPPZRRAxSOdlvAleMZgmYef1kQJwoCNiJdJOcs25qEylmKiWmv7I9Pc3cATsBtIykXop0e5szepmBzewzx+uYY+o5MqacpxgCB8OdfD+VzEDScUePOcdIpuum6rvsmg5E3ZGl1HGlEp6cnAzWcnNPBEZNeE1dV3NOJEs6UxEGLr9hFo9HcFRPASn9R8AVEQXwMQ2cQM7rp3qxP1Rv6lAn29THDoJUVxJH1ZvlMtNGIFa6j+Rb9y0hGMxsrYNwXktlucOUZXOTINo4ncd2ULlaZpORWJES9rHvRqw6Uhfx5XrX9RV/4zv/877Xd/UNbVLNcdJB7I8hmZ5zTOT2daw8128a2zc3N3FxcRGHh4fx4cOH8vjW+/v7gqEyAseliKoL9ZZwIZexKGWbUWmP4EcMd+UX/ooYPp/acaz0ltLI5WgVnj07OytR74go2JSp8tIFci7s7OxERBSdziWU7AvW1/Wk6zLqYyfDbg/ohF1fXy97C9GuskzWwfdjUjuurDw+MnI+n8fOzk5xTHBd9+rqalxfX8f+/n6sr6/H3t7e4JGyfOf9SRxzZronw2ZOvLu05Ych3a2OrhHr2svFjWk20DhJMnJSK6/1W+veaoSbG2rxedSfPn2KT58+FWV1enpaSLfeSbqloH755ZfY29uLnZ2dmM/nA+KdrYUUWBCgykAXJ68rE64J1/EknfTIOSD1DYcEGEUaeF4tKiajwBQrRvNrzhsSWe4QqXIJHj0ql5FuRr1JwhnpluLlGJLx8OiaG2gBWxlM9g8BrEfVa+Tbx+nXKtcaWa4pdQe2fmwn30NxoM8XyU2WpVJ76RhJTc/VdLM7Dfn4ExFs6S6Rbe60zbmSpeKRXIqA3d/fl/nB65JsegSC89TbUw4v7r/AFyMx3g7SH3IikNxStzowYzs76fZ29utRR0tvR8RA34hwUw962XRUOnDm8QTzdOZwDNCp4REggk2dL/1J/ai6yMGSOWdvbm5iY2Mjbm9vB1EtlsnxnYHiGvjkWOc5Ttx9/Hj/+JzJyHYHsz+OcJxLWvhwqr1SudKZSi0X4VYUl7pJIp3LfXTkkJQOY2o5SaP+y8i2R71J7Pm78JbjRTrIRLqFX0UquYcHsVGWMaj6SjzlnfrHnZm+FJBEWzozYrjsihma0vfEZMS1Opf2i0Q+62/WhU6QjY2NmM/nJStADksde3Z2Ftvb27G/vx9//vln7OzspI+T9THpOirTbz5uaVv83C65TCbdfyWYnUK49dsY8aa4kawNxoh4AvK+lli3jnPFxCiB0m2opA4PD+Pg4CCOjo7i5OSkPCaC6ZnacEapR5ubm/Hu3buy8ytJt7xq3CDIPZmc5Nk77yXzkLJdpTz1G0G2k2Uq8GxnSx3rxJ59oOs78cjGGZU1+4KP26BB9MdH6PoO4Fzxeqq5znOSQ0XvaxU5XmppS5Ia2Wd5Geh8aSCYKXL9nvVH9nsGjN+y4m8R7po+XIZwT9FzPve5rISPulOapACECLg7r7J6ElTxGOoD6htG2En0apHbms3jHCE4ZUqm5rDqQx0honh7e9uMivNesjoRNJLkewo12456lumGDkLZd4xKqS7UcVmd2EcOmL2/3AbLUcg+ZiqpjqWOVf00xmQjNzc3S4o5r5OBb4+os26sq0uNdPu5FLfxHK+163T5PmUZjKnjly1bdl1OSqWWi3QJ2/mmjhGPe/ToM7NaON45/lv1Z7keSdc8dIJdw2msk1LMhVd1vC85zMQzRhikkj64vLwc7JHDDEHf24Tp58JJnoLvelO6itkDsjP6jdkE0km0T2w/vVQnBqZEwNfW1kpATX2jTCYF43755Zf49ddfU9JNnZ+NvZq+y7DZW8Zcy8jSke5vbRRqncvPY2lvGYCiwc2ie35sDcS89L3ynkguueM30zAPDw/j8PAwjo6O4vDwsKRm6hmNTN2TYtYOtipnZ2cndnZ2SvRbCkGTmt5PARYS1lZbZOAqS2UlKNV6HAeJvpabxkj/65oe3VVZNDQEPDQ8rLsMlvpBkSG1Q8Rj9IeRc6ZY6dquGN3zmRkXbz+CUAexdM6oXv47wbKvDWef0xFSM7ovLTRANWAyZhzeOvFuEW7Om4hhihvXpY3pwrFr+/VEMP1RYAKQp6en5fnbjAR7XV2Pc4xS/5NgO6ih48lJmxMgnV8jT3SYCRApU8h1ia4t3cGN2TJA6XZO90xd1iKx7sDz//w+dCwzfui4JPmnHva2kD4jSSZY5YaP1Juun2Vr6Fzk0ic+2ozj7OHhoYwrRvC4XEgRdMcCvNYUByTHJfuHc4jjNsMyHu3OSFuX71cyfRvRxo4+ryVuYzMCSdynbEamIYssum7gpo2076061hxqXB5DvRbxuEcDs2BYFm0O55QvOfLlecxuyXCg7xQu3cpNho+Pj+P6+rroo+3t7bIvhDKfZrPZYEdzPulHhNmXAaotZrNHJ+zm5uYgSn9/fz/YT4nXiIii19gmbF+VLT2oNfuLxaKQd0XNde7l5WUcHBzE+/fv45///Ge5Lh2hHHu8j8z2+LiszYGus9qydKQ74q8zBC1C3Xp5qo9791xBUl6LcNTIQ0a45fnTWh5FuY+Pj+Pk5CROTk7i9PQ0Tk5O4ujoqHzWM515LQJJlaNNGubzeVkHwhfX+1CZezu17k3HeFt6KiijKVkfZVFpKqcWueAaZwe6GYj3vlB/6DwpOV+rToPAtsnum0DNI/turFjHmuJX/ag8/XFyWv+1srIS8/m8bECi9ULq84eHh0E6V62/X1MyIMr/srq8VaXfItxOLgXSIobOHJ+fU3VfRl6ZFaIN0vT8eu09obTy6+vrJ0QuYvgcU78W6x0xXIbi9yodI+EczO6FmTx+nBM3kTUBKTmuHMQKVHJOZvMr6zcn2ySTtbapRa6cSCq1XGSXZFiAng5NEmadr/KYXumbMqldImKgK3VvalOlvvI+9SJRoMOCwF0OHp0ju8VjnADRScC6q705jjLizfHq/ZY5d7KxyTZ4qzrsR5Vsvuo9w5U1m+b/E39w8zSSbgYBGNV2HZ9hDNbdPxO/cI6rDM0jPt/a8RmJoM8Zb7OsPfWZS1FWV1fL5r+bm5tlGcnNzU25X2a76NFqx8fHZanJ5uZm0W+z2eMSFS7fU/uJ8Hpkm5lAbGcSb96D9KDwFvf/8Mi526wsO4Dv7Ce1nbCeOIICa7xuZh/GxqYfl+nFTr7r8l2v6XZvS0amp5BuCskLFWIGLDOy5MfU6jz1PwfKHsGlx86fX6jPTNvkjuZKo3Qw7eWvrKyUc25ubgZrvqUkBFbkKXOQTuCb3VdLVB8aC01agTSCUikX3ZuADseDk16BGdYlIxoR+Vol1pEKRm1I766fmxldL5cpWWpHpmSpDeTp9LWkLJ/ncM2U9gDQTqez2Sy2t7djd3c3dnd345dffon379+XR29sbW0NgO4UMDhVaS8ry5b51hT+GOEm8I8YLptxXcj//fixOhCISC8xoq012ycnJ2WvCa2z1lwhINC1HSh63fW9ZexJDFUW5yx1mLddRmwzUkxgSjLNejnB4/1SX9CpQGchz3cnaM0pWRsDHmnRbyR/LSLIevKeGCHyJSxeJ/at11M2gNHziBjYNb9P37ND+lnX1jW9//hotkzftOx/9hv7k/fmY8cJt/dfRvS7fD+S6VWfx88tV+OYz+T+97//HX/++WccHh7G9fV1RDySxMVikS7J8LEn55SEwQL9z3tSWcRbKysrhXALe/qGu+4McHzLKD2ddsx24h4PEVE2VmM2IdtAjgC12cnJSezv78fR0VHc3d0VTKvytP+ExO2OYys6DPnYNfa7ghZqB5FukW0FNrge3Am5lnnKsaJN8Jj1cHp6WrIXfAmN0vVPT0/j48ePg0zWzMHu4zfjTjWhTh079q3L0qT7WzXmVKKdGbFMCeqze+umgs0phHvsXmqf+e6RVYIGPt5Giso31MqiH+5kYHvpWhFRPIVUjNoNkgCSaTEZ8CVoyqLPbAP+xnqzrxxYEiD7/XHtEu+T9ZMR8fXQupcsUi1D5ACIOyK7oVJ6UpYZoPLY33KAsG1kqFSeFLZ2m+cafF9Hqqjfzc1NnJ6exvHxcRwcHMTBwUGcnZ3FYrEoaVZ7e3vx22+/xf/4H/8jfv3119jb2ysb7CkFS/fFNmk5qV6DfLP9+DmLiL5FaRFuN4jZXHOdOJVsc45r3DLScHx8HPv7+4Vsa6M0d1Zl8z4DPpo/HunOCAuBjcYKdY3mHaOuDvR0n3rXudlOwdQTmdSyXEjSMoLtu/f6I2+8HrPZcB07r+WphawT7YIAI3fVXV9fL8dIxzEqLV3k0Rtvw8yxzGwA6SZ3SkQMN3TjuJZN9OvSzrF/VM7KykqJggkwq55yarKdMmnNlRqpruGcjGR34v19SQ3XRXy9HeI8VsTy+Pg4/vzzz/jw4UOJdGuNMnUPbaHSokXCqKM1HxybUY9INL+pIzLcSv2l+U9y7XOegQXiMi+XaeWur1W37e3tMvd9Lbf2NuIaaT1KUN9bto92TeXrs+pK/bC2tlbIrZNqLrWhLuY6c5L12WxW1u5zPxRhuoeHh3I9Olm03vvi4iKOjo5ib2+vBFWko6lTnDRn47tGzjkmuo5qy2TSnYHr15IW4ebkzkBWre41wp2lV2Tn1/7L6l27l9q73yOjRIxy+67YXCOi9O/t7e24urqKjY2NFGgRpOk69LQrIqDHSui+CfIEqAgOHVRRGbHfvA9VNom3A053JJAAuwJcXV0t6/0yJ03EowHx9Gx5LN0Ly/+5m7i8xco4YEqqItKePpq1B/vGwaKEhFub3u3u7paotO84TyNxdXUVJycncXBwEB8+fIg//vgj9vf34/r6OlZXV2Nrayv29vbi73//e+zv78c//vGP+J//83/GP//5zwLad3Z2BvNlinJ9KfI9ZY77vOL135rUxr4bxRbpprTa0XWz5o2MvR4D8+nTp/jw4UOcnZ0NdrflPI4YPtYqixb7NZmS7vdMEJfpD5I5gjruheD6SqJzmYpNUCZy71FyAkzXzXSmCrQyPVsvj3J7W/gynQxQ+jjQb66n1CZ61i3bgQ4MX7+tugmo895ZX4FoZm5Jf8uhkYkv5ZEdkV3khke6vmci8f54HwLjJB4Ezw5As7lCEKoX+0pjg+3BMlznvVVd9iNLzWmZEXS3lSSnIk0fP36M//znP7G/vx+np6dlAy2NJWFF6is5rnwvBcdb/M/nVu1+HFcRy+mzytZ8EhHWWms+ZpX2w3G+Y7LT09O4v78vm5Pt7OwMsHGmX2UDiJNo94g5nfjz2mpzOTwo1Bd0OkbEILrNLKcsA0ePRBTuZ3T/4uIiTk5Oyr5Nagc+6m1raysivmBdPRXk6Ogo/vnPf8b19fVgf4yWE9ExAwm2j2nq1R4EqcuzSPdrSkZGffL5i3X0QUQjSEJTS6+gfI2joUWu/Xe/P26yw2eN+gY23FSB5FsbRIgIUpGQ0EmpC6BR2ZC0cZMKB15sd91PpphZnoNYKkoqSYI4j5Z433jfs60d6FK5eoSHpJvAiMBR98ONOm5ubp4oXAFpPsZC9cq8vLp338yHYFDRba3PIeHmfdBoc7d7EaD/9//+X5yfn5d7fvfuXfzv//2/4/r6umxqxfkiIyHDsMx8eCny7ZKV54B4inPgR5eWzuTniHqUO/s+xcmYkRg+0vD09DSOjo7i06dPcXR0FJeXl2XMcX0uSTdfWSSb12bUUq8sepLdJ+0H9U/E4xMUdC0n835N1c+jSLrXmn1xgKjyef9OIj2S6+0v3aI61Ui3twvvXyKHhDsV6VhwB6nbGkbV2W+sr5Y26fXw8PiMXZJ4tSPtoerJOnAneSf+BNG8L+leZfYQK8gB4A6LTLJjqJcZsadkGCEDuz+7PvvRJdOxEdPtH/WYIpofPnyI//7v/y6kW2nG7nQTXlRUV056zYfZbDYItNDZr2t6VqU7vlzf0Okl4stMQp3P/RY0zxnxVt09+8lFc/bu7i7W19dL8IHzmDpTeEl72XAHcQ/ycC+H2ewxU4hZMnJmOBbnHCd2k+PPA1e0TT5+dJ42ZGPWwPn5eXG8XFxcFNItXafg22Lx+IhgLes6OzuL9+/fl/EgvEvdWiPVY2PaCbd+6/pqKN/Vmu5lCDfXn0jY2Q4mnHQvQ7iXrXvtXlqg2CPcXA+pNY+KIPGRN7pvgg1tiqZy6XXkfT88PJTHGmiik/BlEVoqIba3H1e7Z/YdCRzBbxY1IXBjGqiMhTyOrgykqDyinEWWSbr1O72n7E/e49Sx4U6VLDqu+2SkiGt8FOXWBmgE4LqG9xUBKt9Vj4go7zLKi8VisCGU+qPl2BqT55Jvd+JkbevfaSTeguLP5pk+6/+IeKL3ss+UWru501AAjI8B49MV5JWXM0epd3TyZeRQx6gPqXdIgjL7EBHlXM5/nUsdQbBA0OSkmo47X9pDYpjdi+rqesd1C/uEZNL1FtufOoXzmvqF44Pgz50bXjf1rdpzfX19sAZf9WRbuLOD+jsbS7R/0lHSRdJVjJ744+QIcJn5xTROH6/Sj1wbqnK9f5UBNiXazfZ23eV96/MzI95+nbegz34UGbNlmeNlrDwn0Yp0n56exvn5eYkUa25pHtze3pbNKbWruR4NKzwoshgxzPhzPepj3HVY7RiO6Uy/EYNk0WzPNpJ40EWOOT0+jU/o0fHSBTs7O/HLL78UXeKbO5J002nI6zlWdUc2MSRJNSXD1dRL7H/XayyfzhB+pt2j7iTek8ODHGLM7tfGbGa7/HPXU0/luyHdNcKdkW5P+4sYblpCBdD6HDGNcI8NnGyw1Yh1RopqZEieP0a7NVk4oSIeo95bW1vF+8gNIjjRJTT4JH28XxJBjxCIpGpzMVdSns7n9+tRU4JZpcpkRiETgT6CXtVNbVZzPvBe6ZBw5w77T8fpumzPLEIX8ZhZwMiOg1l6Wjc2Np48P12Pd1Nmg+6HbcOIo66ntla62Xw+L4aK5P/u7q4YMSp51S+bR2qPlwaDtblJcuLglJGkt6DwXff4uKU4eNJv2X9T2i4j3NqsT5u3fPz4sWzep0iDxrnGUEQ80U2qE+ezk5bF4jGq7enh0j1OjKn7qZNZF1/uwg2AdJw/doaRVUajM5tDUOZ1IWh0UksAxvbns88FyLkuWsd5xhLJPJ2cEY/6SHWR7qRT2J2OjM476fZ7lXOTx7As2gzVm4DeQSPrz6U3WkPp4NCBK7GECDYdn3zU0lSdVzvO+zUDvpzXbBsvo8tfIz5W/TfXsf5fjZRwfHJj3LOzs8HTaKgTNReUdqwnRCiqK2HKtD5TLzpZ0tj3LBOV4eNW9aYtzrJcVH/iJup/2i3pEely6rH7+/uSUaUnYCgqLP21s7MT79+/j4gozkLiTN6f69ia45T/6TOzRFkOxwVtjPe7dBAj/4z4sw+VvSBcJyxO3cDjqbM8e1Z9T6d3TXwM6506yvtY53Vd9SjfBemuEe6MsPrvtQ7NyHcW5X6NurNumVedBl+Ty3chz8hZbb2LvGsiqypbIClTlpIaMJQCldDzquMUdfL21fm+W6U7GpgepboojZrPMZTy8qgz70FtIIMioCRQ55EZ9h2Ng4MhppurPdR+NEysE3+nMfN+vbq6KhEcGSCdIy/tfD4vm19w6QCNJeukduamG7r3iC9KWGu4Oebu7u6KYT8/P4/7+8ed6ldWVgr5rz3aguPrpRVsrbwM7KgNHNj8jIrf7z/TlxFPo9gOCDPire+161L30IuuzV1EuA8PD8tyBUVfCU4ywkUhsPF+JUDlWCbpdnCVZYb4vfO+lbpHPcs0ZkZV6TRzYk1QmW30xfvJwK9HpSMe10kSoAtQKRLENHc6JwRKeS8E806e5QTMUk9pJ9yeZEBuZeXx8Y0ZqOWL9Zbt0b3Tmaj74QaT29vbA31VwxkeYdNY8Wf08lE7U3VKdlw2z7K68XsHsD+mtPrK9ayPyWyJYcQjqaPT7fb2tuheRTM1N3SuR4KZncKAA51YTInO5rEHcxxfZvdMXSa9znnHLCMvV/XQNZSuLpzD/X1WVlZKqrWwJrEQ60GdzLbgPZJcZ0Sdy2A8eJXNW7ffdIqyzzyqLtJNG0f75EtrGEyTHpW9pNO55gjK6uz6zPvKbViXR/lLSXeto7Lodg2Q6J1Gni8nlFNA5bL1z4w4AQ4nE8kzN6nRJOBjwUjSGDn2OhDMirRKyXDCqn6MUmQOCPZBxNPdXgW0Sfoy4l5zNtSWBhAAOummN9THAUGfrst6cFMc7jjJ8aAInOqS9XX20vEZ6XYvI8UdFSQHSnvio9v4GC8aJt0vCcj9/X3xkOuxTNpgJSIG634uLy/LWiymvK+vr8evv/5a1o7//e9/j19++WVAxDMyp7b62rlFsJqBzoyk8TdmUbwFoNoany1SnX1uXYPX0nwS4T4/P4+jo6P4z3/+EwcHB3F4eBgnJyeDyCuXgWS6mH2l/7NoaOZ8pSNT13NQpzqQYPp9M0XPUx1ns9kAjHJ9IHelzaJDqncWZak5P6hLmG3CvshAL8mk7Artkua8ylQ5/CyQqe86xx3ATM+WsN4+hmSbPLVdTmI5Mak7/Rq6L+n6DPz6uMlsMu0w7bPaQs4G7WzujoRa5KolLdKtNqKe439jQL7LXy81Xep9qWNdOE6FCyNiYPeZzaZHgtK5qXnBDEhuLChMR8yll3CG9Br1FDGPCJ/rsOz+NZ+1XI5EU+ff3d3F3t5eRERx8HlmZDbfpB+EXzY2NkrZzD6ks0I6jQ473zvC9S+dcU6+XZ9nmY6sr/AJbRcxmO/l5Fmt2rNJ6fL6XY7Hra2t+OWXX0qWpLC0bIHK98eWZeS7hrVq3IFjveunp/KXkW738mSklYDKCVpG2EhkxrzoL1n/GtkW8fFnbHsqOTfj8t2wGbGKeBrBj3hMJ6YCcdJNr6gioUz/Vtl+jySwVNDuHVU/eBTUAXrmuaOzgJvCcRMcB2t6ZYCP7SFFJYU2m80GnlDeG1OTvA08Qu8pp+508KiUwDrrqGdF0jspkusvGUGumczqp/GkxzKJDOmRGTLgJN7yqOrcu7svz7L8448/Sn/89ttv8dtvvz2JsnMccgxNAReZuNKvEW5/dxLCsfeSzoDvRVz/ZOIOkRqx47E1sMjP1HMaa+fn53FwcFA2+zk+Pi5jTgAji6r4dTiPfI7yfh040pnm+lhEV+fp+h71JhhbXV19srQk4tHWcJdYZZ/ot9b9RUTZCZzkmxvzECASEBMELxaLkiWjzw5SVQd9p64ggKQzTn1FIBnxuDbeHafZGsyas0Qv6SA5QKT7mXVAXc/rZn2b7XJOnURg60u1+Jlp7CxDREF61zFEpv+yueOSzTm3mbLh7gj+GXXajybu4Kz1QzYGsnHCse1BGs1HYSLixouLi7KOW85Gke2dnZ3Y29uL3d3doqcinu6yLf1CJ7+WsTnp9gyexeJxYzHiNI5ZEm7Oo4eHh/IUFdVra2trgIWFo7nvjGMPze3r6+tyT1rypDneCt7p/j2y7y/qaxJu4dHM4ep8xa8vnaw+9U3mPOItvLi9vV3KZN/JwcKn3XDTNLXnzc3Nk6VQ2Th2p2BtLPu57jzseuqL/CWkOyPcU6Pb9Mh4JHuMbEc8BaJep2Xr73WW91HPB9RaRnki+aB7TSYpBb1rwnHQ8h59Ux22n/6XAnFngIi3RzapgNyb6KBTIMmBABWPR29YR7Y/QaxAq0g30/kiokRmPErhfSelH/H0URW6B3fQyHv48PBQgCbr7SDTHQcsh2OR63p8PApQSokqVVUGTy+mlPv6RJJtKWuONXnB9Vnrfxip4/NxZdxEokT69/f34+joKHZ2doqByiJ0NeXqgHxMibsjqEW4/Ro1QvozK33Xk5KaLpxCuL2sTNdpHffh4WH8/vvv8d///d/x4cOHspGPQBpTdTNimjmv6Fxr6RESVY4v6kS9a/545JhtqPvj2m7aHwIvzVHuxeD1ZZmaeyTcfNFB4aRcQEvHra+vl70XGPklueVn7ztPmyfpJeEnaXaireh3TbcTzEmP8jvJBJ0izDaIGD6Xm9fTdbIxoftx20yi7Tsoq350Lsg2yC7onmgnnIi3xO2ifnM8RNDeiff3I2NYMcOVNd3s5XKeeITXg0uy/xq7GUbT/gay4yLdml+MhvMY6jNiMMfds9ls8Ig96SKV7bhV9kDlMqgjPSVyzgwqYbqMcHtmwGw2K3OauIdt5DxA+s6dDH4c+8BT8knAvY+831dWHjfpZf3pDMyW8kQ8RrTlwFhdXS2YUfv+cImTHMIRUdpkZ2cnrq6uBtlZdA4sS7z9GOqkrp+G8s1J9xjhdoDCYyPq6xM5CTJQWSPb/tvYwGoRbnrbuL7x+Pi4bDCkaCNTxmn0BQSoxJycEoxmkZqIpxvxRMTAkEc8egd5rYwwEoCo7KurqyfeMQI1L8OJFOtOgOmpl1QGPIdt4MRLSt8VOscXFbfGDVNQCTTZ1z4mW84QB50ORHlfMnSMaktZ+hpROlpobLS2ic4eeTXl2dS4ixg+ck6ZGdpsJCJKFFNl+topj4w5IX5JqRHuDMB6v2Xk7keWjAy7uO7LdKYfN3ZN6juNF+q5/f39ODw8jKOjowJ+fJ63Uqoj4slcciLt9akB2ey+Ml0qB0DEkNjxGmxjkkTNV9/0kVEb6tyabWG9Mj3sS24IoKT7qcc57mlLVRcSWhFcvz/qWIJblUHg6LrSnSeqB/tbEWU6P5x0+zx254GTbtph6UXVkWn2dHJzaRc33GRG2urql30w1A4E4+prEuJsLjm5zvRXNkY4BlvEu8tfI5kOipgeHWQZdGoxtZw2NsO3EjkVV1a+rGWez+eDFONWpJtZdiRtrB91dMRj9otwyfr6+iBgRL1AZ6LPW8eyxCtybCkifnV1VerEea6AA6P9fBa4jlUdiEt1XelwX0Kn69F2MJjCcoRZabM4RqQLieE80p09Itixs/Ci7kdPtNEmuQzOqC739/el/YT92P9uk30st3RNNt593PwM2Osl5JuS7oxwO6Ghp14yFUg9l3BTav/XAJ9PGhGU8/PzOD4+jv/85z9xdHQU5+fncXFxUUi3p+h5yjkVFz1rvm7ECXhGMLOJ7wpFyo/Kh2T05uamKDpuRkHwQbDk15Ci1v3oHFdkvqEFyaYUt6LdOt7vUceybTySpHII+kR26YVV35IoK3WT9+mEm6lHDjSdSDCF1IkJFTjHH8ElHT0ix0o3k9ERWSaYjPiSOrmzs1OMwMrKl81G5CXXGnKNA08vdQPiTobWPBqbhxmhYrnZd75zrmZg90cXJ4VZe2Uv/s/32jUihjt9axxdXV3F2dlZnJycxKdPn+L4+DguLi4KaKCDkGsGfYyrDplDzT3wGnccf8x2oT6REFjImcUdxwUes3Ryb1NGRJSdwuhIFsF3QsisJt/rwsdzjXhHPO48HDFcv8hzGS3zMaH6cuNKfxY4+4jRGbYvQTXbnPrfgRd/5xjR9yxDS/qJ9+m2jk5sXZ+/kWhzM0s6wlV/gX85cT2b4OHhofSFt+0U/eJz0eey/697zwj+z6LTfhRpke2xY1vHEAMSFxIHOkkkVpB+Ylq5op9OujWmlLkm0iYMpHpxzGXYkRhvdXW1LClyhxmdijqeuFMvBhtms1kh1dnj/xh04GaSakMFHnRdOlk9AOL2x6/Fc6j/Mtul8+S0c/3ruIT6rsaBSOjVntLfu7u7sbu7W5YG0PHLFHXqMxFt7YSueju2nyocExku+Zmw19fINyPdGeHOItwt8Jh95m8Z4X6N+3DCrQmu9TWnp6dxenoaf/zxR/z5559xdHRUSBB3Iid5kcH3NRxSCowiexSYpI2gz+vJSAWBrQisQKmAlzxp+l/eRwIUlaU+E/EmaSU5lZKnp5H/uQPFo9tU1Fq34/cX8ZhyxLWX+j1iuDaTxzAVhxsFsV+kRDMnhittj9Srj9lHTjT43ccw+5Rp5SLaFxcXg8/Z+iA+qkyGTPc9n8/j7u7L8z13d3fjt99+K55vOTPYHpxvBIWvpWBZrtrblbwDggzE/qjKPwN6fv8uLfK9LOG+u7srewWcnZ3F4eFh/Pnnn/Hp06c4PT2Nm5ubMv99XpHokqRqnGcORIIXRjbc8cP5qHktgKJ5qPVtWqvILJLF4unTFlyoMzKiyvqStDMjRfNRc1bEjhsmZdeUjhfB11ykfnFdsra2NojkSgdR72kpj9amay8N7wevD8eIk0DOTYlH6/weuXbcSTSzrDjWiRfYxmpnCXUf90yRvdaYdceH2lDHXFxcxN/+9rdiB+7u7mJ7ezsWi8UguysjxS3JHBN+j3R8vLaO7VKXltO4RqanlJk5jbjjOAmW9oJR2Vz3rWw9rfHl/jiu76QbqadJbEnAnAByzKp+xGy8Jx1X0+ssn2N9sfgSrc5wkfZxYNSadoBLPIVTuDzEsykdG6jOPs8y5wdtmTsq5fTz9pI8PDwMNubc2NgY2DHNdd2XlkCqbr7MSbaWgZCHh8en2aguuu76+noh676fUVbfKeLndB01lL9sTbe/Ms9YDSyOkW7+91L19e8OROk5v7i4iKOjozg4OIiDg4OyqZBAlo6l55ybUHD9hhNOphrrJTApIOmRVAemnLAk775rJT2Nak+RRtWVba52p6Ji6qImtO7P+y0DZDrPSRadEgRnvkkaIzm6tsqkoqORknImuCLoYcTH79sJN42Cg0dGij3K7+DNiQBBPDff8HRy7lRJ4CkjrfHz8PBQ0swFIvf29gY7pzsBkjPGifdLezYJRlvlZl7aGmj4EcUNmTsos3sc05tTrqkXsyrOz8/j9PQ0Pn36FPv7+0XHcVxxbvkzrDXe+e5zQNeXrqB+9NQ7B0pynOmzE0zWh8Cx5vhVWUo/ZCoiI8NsM29DRrHkCPONvNRPBNW8fhbtiIhyPq9JnU1STt0oHZU9ZobAkXVQn7CffLzxM9vWx5a3Leer63Xak6yNaY9ps3y/FAJy2WRPW1fZKysrJUtIelX3RkIREYM13tTd3ob8jTiH9+4YyMeB338n4K8vY47N7HPteP7Hsa6xKZwoWy3SuL29XYIOemkcKqhD0s0NtXxuZxiIgZuWzXDdkuF3zkmdozro3jVuXX/L+UC8Sz2ucuUkIGHUdYl3nGQzhZwRXg/ekGRHDDcLpiMjcxg7ZmV/u4N2c3OzLOsTZpVOUuahHgfMdvLAUS1QwwCNPqucvb292Nvbe7Kp2pi4vskwl8+Zrqe+EenOjEltkrYUlCsC/y0Dky9Nvv1FUMCoo1LJ+To/P4/z8/PB7oG++ysHJyeylI8IIP/X5lga0B4lrSkSTdSIx+c3a1Mgpl4yMkvlpLKk+AiwBUocbHkUN+vTTLKIi4wR13D7OJCS3dzcHEx4Ek7dqwC50tCVBRARZYOPbKxSuQo8urOEY8i9vQ6EvX14ruZNtgYoS1eVMVf/E8AuFosnjgHVR5uZMDJIB4fGe63/CMafq2T9HALTqeVl1+Zc+dGV/5j+zEjQsuV6pPby8jJOT0/j8PAwDg8P4/T0tKSVSx9obnEnVQc+7pjysd+6Jxf95mTRyb+iucwaot6kMy27rt9DLSLM+e1zRPfENFJmjkiP6VFVdM5mkU8CL0Z7RUCpx7J283rRXjCLKbs3j4wQcHIsCSzqO/VSpktVFtuVti87jjaP2VbZ5kSuJz1rQvWLeHRo6Hz1vYNKpe6ynfTueov6x8m1E/CI4fPk1X7LzOcuLyvu8PDPLRyblUXCLWdQ7VGf7rzSfNc1Rdpcv9Z0b23Zj2MY4hwfo5wzxCjU4ZluIGai84lPeCBeIvGM+LJrt9LoFSxSHZhKTt2WYTX2m7IZ1Z+sH9vECXfWRhwLbs/UJiLwinIL50t/00HsepJOAelkd75Sx0mXCfttbW0VrqL2k873cc0xPRU7/UxY66Xkm6aXZ14wTtgW2HFCXQOTGfH+mjpn9aeC8fViIt2KZHDdrdZ6+3pbX8PNdBNNhIjHdBMHHCJEKysrsb29PYjyRMST9tVEFVCQctNmG0w1kgKgh1DXVwofoyQ6X+BR4IZEndGaDDi0SK0ki+ZnBk/gVanmApKMgjNddHt7uzgWRCJ0H/IOqlyvG7MHqIjp6czEy8hAJNtP9fEoNtNjvY6ufNUeJCYkIhp329vbZV0Y2+Lm5uaJ4RVx8fvKQMlzxZV/Vp63tRO3H1H5Z7qoFWWIeJrqm+nJ2rVc15FwHx0dxYcPH+Ljx49xcHAQp6encXl5WVLWNKeyx5cwskoA6FHu2exxDwHWWXpL0RKSc4ruWTqUdWBEx1OlHRTxs8qkY8BJoLc9Ux/pPFWZSv2T7RCx11za3t4ugEhOWpVJYOf6xuuVzdXMhmmDRDkZdQ8+ljiGWLZHeKm39J2OAS6lYrvRWVu7J+lVEgimxzJd150XmW0hMLy/vy/tPZvNBk+AUPspaqTj7+/vY2dnp9wr26JFxlxPsj58Sf+qbP7e5XVlWRKt95bDkPpVO3Wfnp7G0dFRefqIbLv0AomXyvelfrPZrJCnLHuOGTrELNzHwUk4dYvfg150XFHHeNs4zne9xUg+9ajS6tfW1gox1mZxv/zyS/ztb3+Lra2tsgRKeoz1obONOJDzjzaVWIzLBbMlnRmWzeayZ3myX/Sf7lER742NjcFeShGPGaMqU/8TZ0c8LpNkECYiSnDw7OwsLi4uSpCFWFr3QPLs/TkFS7C/37q+enXSXQOLnJytlL4MsGeEewqYnOqZyb7XHAW+1pAecXrkZMS11paPD3ORl16bWLkHnSnKMsQO6CJiAPio/DjZSbYU6RVQ1o6tUlC+5oMb+kiJ61xNUEZofL0cFXhmjDKipHMURRfoytYG6R7pIea1mV5FcO7ReQJ/Cg2CR6lrEbCa0JtLQ0CATuPGDYG4y6leWRs7OSOAY2Sb63D5HGKNBa2z8vYW6WL7OPB8CZDoRmAq8eb5/P17NwKZDvVXLWKY6cap98vxpiweLZ358OFDWTpzfn5egCGzZDSGPOoiIOep5gSNEcONuyTUXdkY9DnJ7Buub3SC74CiRr4Z+WE0JGtjr6PmB6Mr+l1ODekzkW5tkLi5uVmctFyDyD5mNMujVO74c4cKySnBt4Sp0+5s0Nhzgk8dQ0BL4u1AkmXr+gSjFI4Fj9LpurTLJN06X+Mwuxfpuru7uzg/P4+1tbXiGJnNZoOdpd1B4GNiTM/UMAzHntvwDMz+CPrsR5YW+c76xP/3sjQXtAHvyclJfPz4MS4uLgbR64jHpTKcu4vFIra2tgZ4JyLS9GnOEzqnOOd4DF9+XMQwokosnJFtj/zqfxFbtg+X6vi9y5ErXKwo97t37+LXX38tz/gWDuFyEl+WpHI9M9T7zoMSwtl03Drhpm7ivXFJptsK4VjXnyTebF9m7dCpKCzM7Fh3Poika18LLn31df8+tjl+p+gaYnW28VvVU69Kuh20ODh0EuuGe4xYTyXcY56Ysbrr3Qm3e49q63xJFJ2g14QeRwFGgjQRWk4gPkImYkjO9ZlpKFR4JKEZaVTqi8q6v398vBbTlLiuXM4AHU8wlF2j1o8+JtSuqr8mtZclUCXFRcPk3ku+dP0scsT6sD0JVN3DrLamMq05mfx+da4rS77GIjhuAHyMMYuB6/q5vl/A13e5zIgJ24bvWd9+rbgxcMCaidfze5YphDu7/2zO8P/W9Xy8qd+5nluGWumPs9msOG5IdAX+smiJAxVeP+IxbdLTgXVMdj4JN8e2k1HXJd4+Pq4dpGV6gXWgjlI5mkPZ2mmVIRvhRNGXj2T3oPslQJSeJmll3VU3v+7GxsYTW10jkrx/znUH1iTkdMLSJng/uAPU7XA2flhv3ym+RrgFeBXZXiwWBewyIn9xcRHz+TzOzs6KbVZ2FCNgtD/U/dlYcX2UzdHW3P8R9NiPLBkWlGT2pmUTeSzJk6LcBwcH8eHDh7i6uirjh8u/nBhzHxaWna3f9sAA52qGR3SdTG9GDB/JSh1Uax8n98SkPM51kTA29bmwyXw+L2uS3717V4jw3d3dkyCUB580V2mn3H76vPZNQGu4k/fuRNPbhO2tbEw62lzPOa7nMkNmZBKHS39FxKDeEcNHw3KzYNbXCTOlpYNqc+ct66xXI90twl2LdEsyQEQAn5GfrBOnAMxanb3uDkKlLJmuoWuSxGSbHFBxZpFuPStxPp/H7u5u7O3tDTYCkweem+coTVHHMBpJZ4AAhkdWs3vkfam+Dw8PxbPKVCdGjekgkCPAPX48nvVxhTSFjDvApjNE0SWWQQPiAJT3m5FWKSN3VkiRSelngJztqfElw+VzQGXzODla+PL1iDrPyQFBoMahp/b6Oi/9N5vNiuJmneg5Zn1o9P1eauDzayUzCE7If2SAmumhZQh3RlBb16Ce46732o9CKY1K+4uIQaaLxhDBXc0ORDxGTTgXSJg8lS6rO2WM1GcgMztHx3H8Ooh1/eEkk9GLh4eHsmxje3u7LEe6uroqAIpklQCUa/I88ry6ujogyp6do1RLAimu5XRdUyPcrp+dUBKkeXtkOl59ntl8H4eMjjNrSuNT0S39x30IuHyLTlKBXDrDlWKv45RtoDXlXC6mHfxVLjcg5f2ovTLJ7Brbzcd7hkuyPuny7SQj2q5fsnMeHr48f/rs7Cz29/fj999/j//85z9xe3v7JHtQAYSIL3OGmJDjTXrZsYhnGnGOqUxhRuIfx2c6T/XhcRFR6uA6k9dzzMwxr6xQ7XtEIqj2mM/nsbOzE+/evYt3796VvWdUhuqs8qQTVA9hHmXx+bIfYjpGuH0Nd+ZQrum5mrD91EYaO4zKE+spus0nMaitqOc9OEKMqmDK3d1dybzVUiZ3ylCn8zP1fza+eRydNG9ZXpx0u7HVe0a4x4BjFpWYQsSWqaPX0+ubAUWPRNAbpUHNNEtNapJwpeu6J29ra6ukzPAlgqvJpnQkgTWRbiknKjGCMIEzJ1qKSGvNoAAewZSUntqJXjmWzTV1s9lwozP1EYkdU5g8rboFnPW/iDD7j2sfBZZ4jgMiifqB44mKVYqRXkMnrlTIUkjcBCgbjw6geByV7liUm+fTU636aS23iDFf7tVmfQU0GfWUp13ftYmJxpsvi1AfvLbS5dj3zz8SIG0ZMuqliPGlN617dsDIsplanj3eiul21HnZdaUPBMo0hzKiq3EtUOGOQwI5l2xue2RVY5F1YpkEl97ODrg8isvzSLyVbaNlHHJeKLUvIgZrONUWBFq+oRqdAKqf7pu6lWCM90HdQL2XSdanrnOyuUdwzjp6W7MtRW5JnrNHKalM7szL8cXUy4jHtFuNWZ3P9tVuwbTj6+vrg7RVpWYq7VyAnmtlXYe6/nGw6pgmA7M+vmo240fSc9+z1LDisudl/2tsf/78uSzbOT4+jtPT05JtQhuq+UndQseRltApE4ZBHn+pfpmzn7qQTnp3nAsnSn+wTsRRJHDU+9T/DP6IXDKzh9mMwh3b29sxn8/L88W3trYGDk5hFpFRD5QwICYiSnLuTtUsayB7d9uTjQW30cRGsjU157JnPtE5rYg3z9U1uKyADpm7u7vBPlN0nNd0u9eJ95T9J/3PsftWddSLku4xkJiR7eycFtHODP/XdFwLcLqXnZ4mTxNn6hontdJz9VgvPfJhZWVlAB503vb2dvHeKdKtNSwEo/JyRkSJcFNhOXDWNbQuRBNQYMf7i/dNpcsovoCR+rPWbxnAoufV012mEATve5WnujNiRJLMiZ55JAmS2OZKNVRZWV8TwGZA/OHhoUTiuX7HDaSDQYJIEm9Pv3LC7Z5YgsOIqJJtB29MT1J6uc65ubmJ7e3tUhd3YHk7sNy/SuH+aMredZO3saSlI1tlZ9fIotyK+IkERzw6nZjuyOwIN7qqJx1xbtAJLOTBJ8kUgCAg9Psn6aFInzkI8Db06CRBkQOsDGQ5+RQQVb39+diyC96fKoPZLJkDIut/6lf1mesJRnM498fGmNfRRXrS6+c6SbaQOpCS2WJiCLUrl2u5o0K6S32YRahI0lkPRujY3wL02rBpZeXLHizv378v5FxkiGVkYNPHStafbI/sRf36I+m2H0WmkO9MR0e0U8u5V8bp6engEXac51kwQGVpHnNpA4/h2NaccGE03OeGYzjehzCF6qF5RuEYJunWeR7IyLiCZ/wQX/hTKLhW+eTkJI6OjiIiBo9bI/kU8db96x48EMT2YBsR89Xaie9uo4h7M7vE7CV/+RIkz4JUv6ifdJ+q493dXVxfX8fp6WlsbGyUR4exTd0Zm9nNllA/uc56i/JipDtTSposNUNRAzs1ovYShLulLH1w00vuXjdPd+QxMtBae3JzcxPz+Tzev38fDw8Psb29HVdXV092nPZItzx43JFcxIdKgtFu1ov3wXRDncfPUh5jm0Owr6j4GY0ViGF7e59nhJz94ZkRjJyzHrXyRG5VHiPdHAMcb1SiEY+RIh7jJNfJra7tykqRbo+M6564HIFtr37UO5/fydRbOn3UHgK1WtsZEQNvLo0OvdEc01kb0wCtr68PPK/ez+5t/xbAsEVMX/vaLyVTDVpEDs59rraukRFu6Rlm1Zyfn8fZ2VlJtRWB5ZwjiMicBP5yYkzdxfQ5X+pCMusk25et+DVq9aq1HQGCX8v1F8th+bSDDpJFwDOQzXIz8Kb2cGcAIzn6TPvAe6Xect3TkuwY/y1rW+kNPbrNHRfMHMtwBPvG+8DHMcdMhin4v+wMM4I4F1geM36urq5idXW17AK8s7MzyCCiw4n95u2VjbWsL1rEW/9n5L7LcuLzrUU0ari2JbKxt7e3g/Re4ki9hKtof6kfPBOPY8CXp+jaLEvvnpLuzniORwUldP+ajx4hjRg+apZYVHNOx2RjX+Uq7Vw7ebuTcrF4zATV0wYODw/j5ORksAmw2whGfukEpA3xwJPbO+I/tzXZ2FF76zfdH4Mr1GfudOXSQpJvEm86G5ndpXqqXPGH1dXVsi5evEN1zDB3Ngdq/1Mnv3Wd9Cprut1Q1iLcDmQyss3POpbvy9YrqyfrqAGsqI5HeJzcUFGIFHEjg83Nzdjd3S3X2djYKGsjBSi546A2ZtGzkZVCwzUnuo48dKyrJpxHvznYSf6YXsNUOkY/JRmRluFgJEGRdCpWvqhkHbB6P9CQZB5UfqZSlJNCitTJK0khlbA8oCpLddH6S2Y7ZGQ0G7/qM0aoRZgZMVekUHXgGJUS5bjhGh5mN5DwOwFmJgQ9vjIqGeH2ueaG350Aqqv6mgYrA4cvIRkI5X/ZsbqX7xmctu4jIk9JnaIja0SYJEN65fz8PI6Pj+Pw8DCOj48LOCQxYrnUE24LIh4JTs25RyemSL+nIqocpjAy6l4DTF4vbxMHRq53as7g2v0SLDnp1ZyXzme7uQ7NxoCTTv0v0sh0/9ojs3ifjOR4m2Tk2u+9Vk/Xk3JGz2azgV3SsdwMKGL4yEvHBGpD9jUziCKi2AICZF1LZfM6qpNncdCOaoxyN/Otra04OTmJ+Xw+cGgyOsb7rBFxiTuXsnmV6bzvVZf9bEKSsSzhpp3lI+1IpKhLuOREhFBrcj3QIAIncVKmMojxmHpcc1q6nuYcUyag8BaP4Tkk3BFP0465cfDW1lZcX18X/SUSKdzDpSZ0gmmfDD0O6+rqqgS7OJ9cjzDwNJvNBhuCuj2hczPLtmI/sy0kajdG+dlvtKPkTa2sH/aJ7o06oxYAVdutrq7G0dFRbG9vx97eXszn8wFBz/RVhqVq4z3Dft8z9noteRHS7QY2Ax8t481B4u8vRbizOmcAydN9zs/P4/z8PE5OTuLi4mKgtBhNEEmi50kTl/ctkszdBqlQGPGUYtVmD5rg9/f3JeVcCnh9fT0uLy8LKeM9uULQNaTYfNdqRdF1vE8YCj1znPwkXK40Mm+mzlGdPZV/ivPFFaj6SWUSkKke3o8ESgSyikQ5iB4DpLw3bjrmWQ6qK72u7rTwzTNIbltA2skOszG4Bl/3ymM0rvUfy1fb+boitdPKyspgkxInWK+tbFtE4HuWMTIocaPlY26s7BrhZpRZjzg8OjqKo6OjOD8/L4861Bjy+eBknGWz3pqX1PkqgyCRO6/S2eNPJPD9CUhanUyK9LekZYc0XzKC6jqROoM6QHWn/uEmaZz/nlrJMcH2Uz0IwKVXsqVQ2T2zzzL73SKLNZAnUX1kY3w8ql0cfBLYSafReUznLPuCepw6iGXX6su2Y9Sb9yqdvLKyUrJBzs/PB4/Mo97Lxo0DUQrbyOdUjXSz3LcIal9Dam3s45fvGQ5gWcQCbseJI11WVlYGz4PXXJKdZXqxsI50usaEdKccYMR+2V477mAjviAW4Dzyccc5qxdtR0SU52xzJ23hCgXAVlZWShBE/0mXy1EsZ7HWKkfEkw3GXLeTQDMAwoyhbP+eKXZXQkzN78SmEU+XXWXjkLZAZTFzyDEhbZPqwCwejQulmXM3eLd/rXngus1xAO3UW9RNX026xzwbNeOdAcVvSbj1TpCnqMrV1VWcnJzEwcFBeRbtyclJXF5eFjIt5cFH42REleRme3u7TIybm5sChLTRjSaDp/c4EY949N7PZrNBZJopyjc3NwNiJGWtnR+1+YTWnEv5koSxLwU4SIT1ktJ0hRIxjA7xnFakm5EhN3Y1ZeTKX9eWcRHx9g2FMkVKgEYQmxGVjIA7QJdD5e7ubgCwHcg5eMzGrBt3b3f/zz3hBGMOUtU2NKBZmbovrqN3cCwPNaPpGiscX2yv15AaAPjeFb6P+xrwy8RBXla2l6s+9IiB0soFYrgxFTNSpBN0fZ8n1P10/Og31y905FGX+jgkiJMuJFhwgJORk2VftXvkUo9sSZIApbIFmD3FPpC+vrm5KTqBji3t1q1ySdR5j5yf7kDzfiGQY9RbutAdFy1wlekoHac+1IaOrAtBp+pD3eK63XU2bY6u78Dar1FzLojIPDx82aQqA7rSmdoQT3OF6/UZMWxJRpLZnxxvbOcMV3X5OsnaeOw4vrfK5ZhjVNttLYm3jpFdXV1dHSw7zDCVO3h8nEhfKuhSw0E+71WWzzWNTx/nGX7Tu5NubcaqDM+bm5vixBKOYsCBmXURMXA4ZNkDDAaxvWg/1AYKGNTaI4v+u2RzWr/L6aB2kKiO2Tnsy6ws1o/20zG27K+ydbT5mvae+te//lV2Mpf+ct7mfZv1MdvAddhb1VXPJt01IDf2inhKSDKvU0a4v0a8vg6UtK7m/Pw8Tk9P4+PHj/Hvf/879vf34+TkpGxyQWIs0s3d/pii415CbX5GUsdHatETJ9G1pAT0OC6Vzd+Vui6Dz4i6AIuea6g6b29vF6eBznOwSnDCNCdOPEYTXEHpXKXt0GPIa7E/aincmRGoGToHKVLuXOPMvqTzgiDOAWU2fhzE1uoi0qnrOfHOlDjv2z3EBKYOYPkbQSidJA689Z8cFBlRYV8wkud9trm5GVdXV4Pd8mmQ3Vi/tBL2cjlenYx9z0Yg06EtIKj/s/vhOV4eiaEeiXR5eVn0n57Pzd1gPXooycaNz0Ve1+tIMMryOAcIEpUVRKejZ9mwbl6m9AD1WItwsy3puGXaI5eAOGHmI164fIlLhWaz2SAjhvqaaZAir4xyuEgPq/3o6FPd1eb6/+7urjwe0m10liVQc2p4u6uN2TccD9IjrBOduq4L3cmSAVPaDNoFbmbKceigmtkCdKzoPPX1+fl5HB0dFbu8tbX1BKRTB2bzhvqJ12f0PwO9vOfvVZf9yOIYNiPmU9pfx9EhFxFPMJM2VRMpioiyXFFjISPaevEY4hvPbPSIrmOzMWIpkUPM7YpIJcczcZ87HrTfAx1XWk5JHe1YR7/pnj0tnG3Bpwpx3ws6bYlbnKRn9oF1cuypMVE7rsZ7qOcyHax6q/0ZEJONlv5me0u/ylko2yS9dXx8HH/7299KG7Wywmo6v+ugXJ5FumuEW+8twu2GxAebe49euuN8ojL6cHFxEYeHh7G/vx///ve/47//+79jf38/Tk9P4/DwMM7OzsqA1qSUR06TmCRcSk3gaGVlpTwqzO9X96p6OTBkxNvfmR6k6JR+Zwry2tpaqa/Am965ptuVGicqHQm8D3kanbC6h4wGwKMT3jcOtKiEamOvBmioBAnm9R9JIUFd5s3MiArHE+8lqx/bkwC3llJEQiCDwP/osPHr+32ScOs4pqGxnX39lY9HJ/nMBpjNvqxx3N3dLWM+i+A/l3i3wH2rPAfkGcj9nmQZwu11r7VPpqvpwFEq3+XlZZyensbJyUmJdMuRR6+6zzkRwFpkT9cn4PT/6TSirtS8FBAikPTUSM4NFweprrPGCLeENoRRA9kTEWiSb27QKYevr0U8Pz+PiC+po/P5vJDunZ2dAShWe4l4M92zBvpIjqnD+LgyOSalTxx4sszWeMtAJPWM2zvVx8mtxonbATpYVD9fQpQBYxJmXkNtqHZk2drAySNsKkPL0mTzlVHGsZoRtxbx1j2zjbL2rhHC71Wv/SiS2VH9zv/5eQrh9kh3RAz0UESU8SS9u7q6Wuyp60XpO5Wv3yIes/n4NB1lOfI51R5wcILp98h79f8dI1FcB1FfEVsTU6vOfFpAbT4wGCVsLAwu3ebLkDzCTYeutwfvo9bHmdRsSO23jBd5v8gGMBAjB42chLTVEVHwrxy+yrrS8oS1tbXY39+Pf/zjH2VDNW9zvjvO9f9r7fI9467XlKVJd0356HOLcEfUB1ONbLS+P1ccbCoKoXXcBwcHcXh4WNYx6vPl5WUhFwJ6Alma4Nvb23F7ezvYjVbpfwRENMKKLrinPWsrKmYNVgcGqp+AHgne1tZWzOfzgSdRCk7KJ1Ogqqfq6tEmT3NSfVUOAZG8kKyrKzYfG5kB8LHhgK4GmLPol0dPMo9mNoYy8kdngf/H39yYefk6nnVUmryX6WW4UfPf9Z87eHhPdGLwGk7c2R6sq7z0Agw1IvZc4u337/UZI+Y8rvb9e5GMKEcsrxNbYNEj3Yp2e8SFO+vK2cbxos8khrW6ej1q98jsICdaHvWmrpW+cdJGneKgJtMZGbjUu8COyJh2ztVu1nJU+MaHjDiova+uruLs7CzOzs4iIsoSjYiInZ2duLy8LCCZmz6yPeUQ87bM+tz7nf2pdvdMGt6/2qRl4wmq9X+W9uj34deiTRE4Z7SHfadlYDqWDgrqZwlJt87hvfB4tRe/R8RgN3PthaAUTTkxPHuoNn+9XWq2zPv2LYLY15IW1s2OzcZrdoyT7ojHZWXcSFXRSmW/6H/qX13H8ZbPN2FDbg5GDJZl941JDV9kx9WO5fgWSWT2CiPzChK5k1Si3xVw0jO8tQ6cxFvn8t4dh445Yh1jLMtXnDvxM/G27/1DvUw8pXM0vpRJqXrSVjA75/r6Os7OzgYbyB0dHcXp6Wl5bPHGxsbAiZkRbL+P7P+ul75yTXfNsHuqa8TThm9FE2od81xjUqsnAaaiDEqj1NpFbRikybxYLAaAR8+6JgD19SZUcgREBH6aRFRCTNukV5SAwD14cgAo6s16rK6uPvFy6jPTbFrGgmvf1T5ah+N9K/FokCY2I1MEUP47o1au9CT0lJIA6DyCfwfMavMsyp2RxBr41P3XiLQraF6X90RgqOtL4cl48ByNCX1WG3vaFoEZ759tyLb0e3IQ7fcp4hERJVJ6fn4+8LgvFotiFBeLx+d8qn9eAjQ6YM2MG9vez/srpUaK+VsL/I2Vm/2eAUGRR6WecWd6jinObekA6RIfbxmBYTmZHaGuIxhzR6HrkNpY9mhSZnOmgE6OK+pmRrmVHUCnhRNu2qGbm5s4PT2N4+PjuLi4KPNja2srImKQVSXb4/ehuUa9kdk9B2gedZOdys6vtQfbhe2aOV54XZ1DJ0gt2qay6XxxsKzMBhJo6lc5YXh/EVFsvRMir6+vtZUOpeNCYFZZDoqSZ+sjW/oua8+afR4rq8s0ycj2mP50UtQq08eRxqTI5c7OTtze3hY7f3//uGP39vb2EydYhnG8Ph7pVpCI6dcZdvP6L2t7VKaP9+w/BbSEVRn1Fm6ljaFzlU79nZ2dsnfRr7/+WpZXck8k4sNWoIW40Mml8xt+dn3obSmdwX7S77K/ysCl3aCeJD5lfRVg4736GGGG1cXFRVxcXEREFAfv+/fv48OHD7G7uxu//PJLWXY61v8t29n10hf56jXdDpLcUEc8jRJkBOq1pEa4mYohwq2NUPQMbQ5eRYepHH0yLhaLYmTX19cL4SXR1ZrsjNS4p5IpQ1yDoXrpXIJckWKBZaY2iuwyKq8UOCqxLI1E9fIdtOXd9zXJJJAyLtyFmBEprqlxUO2bcDn4YP9mZJHRa7+XiKePo+HY9L51cMM0+GzMZ2SvJplCz87TmGDkT227uro6MFjcQISAmvV3QMF+YxvqWk5OvM48V+uBI4a7+uvxSNvb2xHx+Cxvj6ovKy0QWyPeEY8Ehff/vRkIb9/MEcJjx8rKyiWR4LpjPoqQQJH10DhkmRFDXc8on+orveb3p/kcMXzEoaeS+1rEsU2rahk1qmut3zkmXO9QPytdT2mh2oBTaeb+LHudKycH9w+R0+H6+joiIvb29kp6KR2/rrMdfNMuE+wzjTvTb88RtScdJq4THS+w/70Ppbt9THlWlwNQ3XvEkHR7f2ZkSO3CMjg/RKqZRaZjPONBm0AxWkcHAuvbalO2LcXtEZ3O36su+5EkI0xOHn3uRLSzeoiJfO8K4iDNI40p7ingc0H6MeLpo12ddHMPIuIIJ4t+z1N0grcD20OYxK9Dsqh5zH2RmA7OXdepx5kWfnNzUwJKu7u7ZQNkOTHURh4o8mj/mJ2YMm/Zdj5OiL8cS6rPaX81bhgo0bnS+WyPzCnLdlYdhOlVn62trWK7zs/PC75nFml2r6rPWFv4eHlr+umrI91uQLMotyQDijXg+BIdkSlF1pNGVERVg1zKYWVlpTz2Y7FYlGgxBzQNdW2jFQJUKccMPLv3jaRbYFjnZuBE9VDqO18RMVjroueB7+zslCh85umjPDw8FKcCd5F00q06cidfpbvoONVfhiZbnylF6YqQ40Tt6OmBjGplqc1qU57He8iIvStJ/+xjz8chy/HjZJT8vMxAOeHx8TObzQYRHwJrV/aZYfAx6Wt6WoBDRmF1dTXOz88HQFB10f1m98a5MVVcqbeAQkYC2M7fk3jbst2fY8BqY5DjmI/r8tQ2F/WlDLKcPwSMWcTSI7EEEpKWjmD2EPeHcEeoE7GsLi07VGtX1wt04l5fXw8eXcMUfepK3T8Blhy+siOa29Lhik7wxdR6H/8k2bq2yif4dzBf6+9sPLozwok39UnWZiSMWXqnk253whAss3zaGjqpeX3ZTAfjeufxKpPLBDRuvVwdp36X411O0an6znV9Dew7qKceb5XfZbrU7LjbwFY7c3wId3LzRD5yU3qYew7oFfG4xMIJlsrXcZojyjBj1iXnzhjxzu691h61dmDZmQOJJJu6nc41jWWm5ItkS6cp22h3d7cEoGRD2LYksSpTeIfR86xtxuyGt5/ahfbU+Qh1D3kJs2n8GH1m22hcUGdybCwWi5J9w+UvshlyGl5cXBScz8cfZzaS7cL7r9mS2hj52eXFntNdU0CSlyDby3RQjSgRaHBXWb3ci6jNoVSWp7NFDDc6cS8Uo5B6XyyGu0l7+7gy1HGMVBBE0jsqsiWFzFdEFOVLRaWNEhwMOCnS/fDaeuRZRqQ8pVxSA9gkeLW13jXSzb5mO9IhwTGkPhDRrY1Ztr0DRSpL3lONqPO7l6HzBAIzcaKi/maEkfUl0KUhJ+jOxMeAR6IlTqQzMM50Jt5v5iwgaP5aZcw+mKL8+b8T+L9KsnGjz7W6jf1XuwZ1C8GIzmEkhSSIKW8EKXxRn/myDe7eTyDCsce0ckZ5+dnTDdkGTvy8XmPkewxESzJHLjfeIqimUKe4Ppe+1oaX7vhyeyYb5SDLd1DnfHTiTZ3BseEOdSfVait9d2cb5yT1Ex0ztH+yAa7fqNtJzmmXfAyQqPh9OBHKdKPq7kRIZXo2lYC/1kqur6+XRzzNZrOS8dYiJn5ttSfb1ceiv/5qHfajituy1nGZjZc48aJTk+tpPRumNhZpP4WVqCvcFlOfMHvQyfZYsIX3VSOQ/p34g/WhfnA8pnplep3103HaXFKviBhkHO3s7MTu7m55fK5wMNuYS2o889JxeMsuZDyG+lB94+1Ewk3dohTwm5ub0ufqf6+/28sMN0t/KQCnc7VBHdfTK7jGfVwcl7bmRQuDOI58a/Iiz+nOCIYb4imkuwVyphoPV3xOmLj2ToNKys7TpGn8mY7iEVUaWinCDIxxC39GsQls/boiLQ56WEd6B+UooOLa3NwcADL9rs0mPMrN+/J21/9Kr/cIg7fH7e1tuU9F6TV5PcLA+3KyR7DsBoJ9nzkN/NgaefH29fFMIkIHDomz6u9jj8cS6LmB0jiojWsdmyk81kVluVeda3PVXwSL3m7eBxyzejEaqnrR8NOYCPzzPtm3HENjoLHWDrVjvhcyXZMM1PB3SaY7eV9jbZLpxsz7r3GkSEo2hrnrvgO72g6x1H3SHXQ8cf6yHK1F9ChIBsyoh7J2c7CZEW8/J2s/tiOjEwIqvjO2p5NSlEX17t27Yiu0pvv9+/exu7tbyHeWfhoRg0iqvmfRcdq5iGEERG1DR4xHYggCXTLw6cSE57Lt1RdKpdWyKZJltZWD9hpZ1f1FDHWk+ofLpDzTICMIvH86BzQeNS+urq4GEX9P99R+MD7esvku8fmS6YqMCH7vuu97kZreHdOpLWGfamwown16evpkw0VPN6cz0+eW6zL9rnOpl5kR5GX4/HOd5/Msaw//zcdmds1ae/nc4ufZbDZYl879iRaLRezs7JQszt3d3eLwvL+/L5mTbst477Qp3E+I7VDjKK37ckeFY0O3vY4Vda5nPFAXSK8wcEXSLQKvyDUDcMwGIEmnDaj1Ke+vdf9TMNvPLi8S6Y6oK6i/inD7gNWLa5K5Xb42TqP3WhNQZNpJlxNBeg594giQadCRUDvxcs+5zlddSFYEij39xj2cIllUXv5c2wywZqSWSkD37tFLkeyMBPrEzQi3pw1m7dwC1zQetbFC0u9jx0EN+9MjP56ilAFNjxrxPzd6Gch3kq6+ZBtqfPg9auxxYz0dN8Wo1IiHzzG2G8UB+/39/RODwE382C4vIVk5bPfvVWoAunW8ZOy+fGzyJTKiNhLxm82GmTzsV819kmQnJLX1tyoj4tFx6SSez5X18jnXnUTrGrU55tk9U9qNY9Qduty40gGUt7OEdkObG+l3ASIBSD3ih6nk6jPpfd2jyDgjFkpxV/ZR5vwV4c3SWx0s+jydAtQJPjM9zvZYX18v9oMg2UkwM4Qy3Z1hAaba87FtfJEwq81ZX9kqOq5l+9g3Kysrsb29/ST7yvtgbO7qP/Uv2zPTF1PK7FKXMYKRSaZHqGv5OMb9/f04Ojoq0W7Nt4gom6opCimdSKca+1d4QPOGn6VLNT6JKWkLXX+6HiVuIq6jHphCyL19HFvxnuRw5e7l8/k83r9/X/a50BLJiCg7luvpGxFRnGmyGc49iLvpLPbMKcd3vL+p9iPDk8yQ4tIV1YkEmPpMbUQMKp3kzmhyILWD7KuyXcULNM4i4okdG5MMu7nuf8vyVc/pdsU+RRHVSLeOyc6bWh/WKYtuM6VHz0DUY8LOzs6KcnNCSQWU3Tf/03eBKoEhGd6IoYIRkM0IGOsfMVzPoXOyKIHqQJKuSJUmpE/KLM3SIwkOOHlNdxzw/mrkN1N0dARka/YIVry+Xm7L+Lki5XtGwDPAmY0FVzj6XU6b7L+sTTiedH2P9mRKm5tduZfSX04eZrPHdeCqh+rsxobn6fgMXAssaNxpP4Crq6vY3t4uO/tyo5PMmNWE1/PfHMjytyn98JLEf6rUgPOyxqpWd/YNyQczETw9UcbZ+1bkQuOQEQLN1TGRnuIGgaq7rkvCzUfqZGl/2aum18Ycc2wv1jfTDxrrnH+MXvjvHkVlW+s36sPsmbq0R+oHCp1tAqFab6757hE02S4Ct+wxZ2N6z9vM267WP+5c9Shfpr9FIPRZzgaP1NcwASPdXApwfX1dHISqs++jwgg3o9ACt4qwra2txd7eXnGY+K7Rfj9TsFBNl2X6s6b7uoyLt2dLWnhWY0MZFYeHh3F4eBjHx8dxdnYWNzc3g/G9vr4eW1tbsbOzU8a39IHjQ+prYjmOT+4l5PZf9W3hcx3jhNvLIbHX9dhubrNr2Iq4QbpQeHZ3d7e8RLiVFbOxsRHz+XxAurXH0Ww2e5K2zqxSvki6a306ZUxkkvEUOjmZ8q7M2UzfMnCnPmnZPvaz6zBdz7MhajyP/T6lDTL+8Bb10VKku6V8fFLpfezF4ylTO8IHgoNJAg8RbT0S7Pz8fJDao1e2XksDX78LmDgAoMIhUJEnXmug9U7gpHKoSFWOFCZBCevj7cYIsdbFaQI6ga0RWQJaEj39pntiXdkHKpPnsM1Eqv3Z4TIsHslivVlXH3Mce9lYqYkbgxbxocIgWPLyvD46x6MUfs2sbn6cxpMAI3eUV1Q726eAfcsxRCPunmemeXp7ECxnv3tbMsLkkUGC6+y+W+L9x/MzcJq1P8v5lkZhbNx5u7bKGKsvDT4NvcYL1/bK8x0RAx3IOe5LctiHuoauS+8929c3ftG1ufmPyHe2xk9S+16LhDu48PavlelzxSPdXMbB78qm0nnUaXSIMgqhSIQ7JOnEFZhn3RnBlaNZS6kU7ciyiRQxokP09vY2NjY2Bg4DB4A13TsGymg7aW9JlOW8c33FcSXdon5wxwfbxsc+1y7yWfSqly+VYMprRrjVxysrKwXsK4tBwJ99WLO3Pm+ztmvpjrcGaF9KfMzWxm+tT7Lxz8yT8/PzODg4iE+fPpWAD/VBxOOmt/P5PCK+jEMRTZEk6h13VDl20vGsZ4s0+Riivibxpp50PEo76m3DzBR3HvDaChrpaSfr6+uxt7dXXsx+UjvLUaGNJjc3N+P6+joWi0XRrcog8sfmelZWDWNm3KM2Ptw2O26k/mJgRfdOO6bHerEfVY70kGwys4kWi8UTp7qXIbtA2+XRdb+3DP/WdE9rHr0VXTWZdNfIQTZhM9LN//y7y7KEW+KGVwZUu8heXFzEyclJfPz4MU5PT0tquYiJRwgJ0hSBYVogJwfvWRFCgQUZdSnEbI2NXtx0jN5ETUa13+rqarqWNqvLYvG4hpzn89o6Nkunqd1fFj0loHGC51EMtYOeqaiNZtQ2PD6LTnmUqjWupihIP57GMhvjNDw0LG5g+L8Uo9rHDQ2zH9hurIPGIaM0jGYR4DMliX3M++CcUV31fWNjo1zbl0TIaLo32IV9xrHNTaak5N3p81zi64Yg+14zIN+acFMcdHBetepSM/g1RwMj3Eyt5UZbnKez2WygbxjNy/RgxKPO0vhlBNXnta6hMki6/fFgBJeZwfd2Iqlznedz0x1QJJQOPrO2cIcSHUv6zkiGdHPEY1SDIFJOB0b51QaqRxZh18tTpmXz1BdcZ8+Ny9Qn6gONC6Z8y7Z4W7uN5/irkRTZV/WPADTBt0fECNSZ1cP2ZhYH+9aJtz8Ll6DXx2H2VI2I4f4ZvKYIEp0ldCx7Odk4rrWbty3nQyffy0mGDWpjNjtvSvn391822Ds5OYnDw8PY39+P8/PzYp8ZyV5bWyvrlDVWhJU0ptypxPHqadSO14krsnvWnMscQjX8Q+cT56zjSLabO/pZH9oBPrL33bt38f79+7InEfdToKM4IsqjcS8uLgZ6T0t25vP5QL8y2ON4eKx/Mzvi7ctAhO6fdoSp4gq2qU7+yEk5Jx23cJmC9EtEDLLZ6CDROfpvZ2fnyR4DNR00dfxnbfUW9dLS6eWuzGvk2wnHGPnm78+pkxtiEpGLi4s4OzuLs7Oz+PjxY3z48CHOz88LyGQkNqK+qRcHtdeVwI6DSXURyZASubu7K6lmTG3R9VWmrkWlKpBC4y4SrjpQSXo9a8Q1A5c1Zcm2osJkJCSL4EgU4ebuk4ziEFhS6auNHDRPHSdfI1lbqNwa4c4IqfpX/ZV5Hv16HE+6jke6SbSpWNUXNJJZxNqJZzavM5DtoNGJkPrfSZKvG1VGBx0OUwiwz8mMgPlvGcDKjmMdXltYp5purY1B1rNVX4ICkTKmHfOxVRor0n0aP5zzdDC6Y4i6S+fqeE/py5xrnrrLDJcsyu2S2Z+W087HOZ1Vma7xCEALmNA+ZIBV9WIkleA5S3Uk4aSzhFFe6gY+csznmOpJvaB+zpY1eVtltrAm2Vj2KLe3KccedZ8DR9WTDnQHmX5/dBxpvHPtLJ0g3E/Ao9ueoi6dJltG58m7d+9iZ2fnyeaCHJMte9UCu19r57rkZCk7JvtcK4v2Wo+S4+NcRaTpiNSY1DjhEhPHQHSSCkdFPI0kO1Zt3RuxgL5TajaS+t6j3+4E8DZi22s+MuKrzEgFaejMUraAcMR8Pi8kW5k6EV/w53w+H+yTkaWdZ3bG26I2Dlxf1e7R9apjarWn6wYGu1Qf9pfrtIh4stcIP3/+/DkuLy/LOLu4uIjLy8vBErJldUt2/FvXT0tHurNBMrUzWiTpuaCW16d3X49g0Jrto6OjODo6KhtXaNMKBxwEHfw9i/BpMBNIMVqo47N1GvqNj75RmSLRETFQlAQNujbX6agNfB1cRqSnAtasbziJCSAdAAk0kujpMzdyE/km4Wa7ZvVpkY/aOGndq5MtGo3sGJXJtnRjMQbsIx6Jt8aVjvf7l7CdCTAzQJyRjlq/+zx2Q6Lv7EvWk/VlJF31EBiQQcsig3oRzGYe9jHJ+ornf29KP2vrMdK9TNm8ZxpbkW3qSi214eOt1OcRQ2eXdJ3K1W8OJiQcH4qWKhqT6WG/12XsjesHd0Rm5fM6Pp8y3eM6g3tlMDJP8OQZKKurq4Nn52Y7zzrQ4iY7+q4+U2SCGS4ePaEjNEup9O/s4wwo18Yc2ygbw4vFY5Sf12E76yVbzfupiWxPFjljXWhHHx4eBhHGzc3N8r/smNpEtpgOfuku7hCvjdh0DiPl79+/L5sXiRQQe4zZ5tYxmb1xEvVcvPWWxMdMy2768bXjGBBS1JJYTnoj4lGnaD2zxlCmJ3gcs2FIvqQXmFmzrG2p3Ws2rnR9RtSZodNqJ4p0le5LkWs9yYGbfqkuOkc6RunknNNygGnZkjs4PSuwJpmuo+PP9aYHqPw4EWB3ZlP/047oHumYdvtL+5xhLjmCjo+PSxttbm7Gr7/+Woi3R7zHxovPn6yf36IuWop0O5jyyEZEDvT1O8UN7LLi9aFXm5ujHR8fx8ePH+Pg4KD8dnZ2VtZFMFXRN5rgPdGzzcHiUWonNQS4fKbezc1NmfBK53BwpYnJyCgnqBNeedWzFLgagZ0CYNlPGZiteTRVvoClFAQBqhSir6Px9szGyNgYahnDGjHj/QmMqZ1VlvcvMyHYBjyPdXLQqO+6vq9Z9TpzfaN7LnkfNHqZAyYD0LVokMajr2XUdRix8XozisdonYyLDAjLoPHI+mxMZ2TEyO/5e5Axws1o65i0SGTE0NiLcJ+fn8f5+XnRmVdXVwNjrvFee3HMeRaGdLKXoxRmgSLqqKw9FCmXQ9EdYlk71F5jEfKs/VkuM5lUV45v7UshMCP9J9Doz8oWuCFY9p1zCZgZpWZfXlxcDPouyzaKiAFxVH3p7GQqNUGpOwBa44xtU5tr0q9sS44D6hI5qT2Krf5YXX3cMFRjRf+pzaTLCWT9erKhTtTVt2pDj6LL2eHPtVWd5QAgztCuy3TQZDqP7dX63pK3CGy/RjI9LMnsSsumZDiVeztEDB8LprGg+ck9BiJi8EQHX+6QLVdkNgx3xZa+dgww1iYtwkzirc+ca25LpL+ya0U83U9J52kdNnfZdqyj+czlSFtbW6WevpSH5N0JbA0vZc4tfabj06PWTqClJ0iCueSV5zCjUbomIore1r2xzrU+c/t2f39fltmcnp7G+/fvS7Rb9WH0vNb/Namdxzq+BT21NOkm4fbIa00ysuf/LSM+wEk6lU5+dHRUNqr49OlTHB0dlQGkHUVFFhzI+31GxADguUGeAuC0bkwbXnCyzWazohwk7g3z3yKikFQCXKbQRDyuBWkR7TFl6uKKU+C71g7u7XNg5d7FWqRL1679VlOCrfvIgGLEY3/TeGQEkOTDj3PSTcOl7zJ+LC9LN1SZXNvjbUGwKYOt9mZZlBrRU3lO5v1d16K3nU4oHcdjuYzC08s/f/78ZM1oS1FPFR8PLZD0Vyj+DMQ5GMrG+TLlOxmWrjw5OYmzs7M4Pz8vG0n6GM42lan1jwMKnxNO1J3Y8l16xaO2+s/rpPex17Jt53PW6ytbol3GWc+1tbUnZEwAOCIGJJtzSfOejlt3bmiNqDYIJVhTv3GtIgGl6kuy7eSbhHDMYcH2yr77726TqPd5Lf3OsUv9TPLNPVFoT9w5qfFJZ89isSgR7hoZEWkS8JXjSksy/HFx6v+1tbW4uLgoETdllezs7DyJIvl8z8bdc+WtAdypMoV4ts7TZ3c4UY9p7DKLiDhSc05OLs1jf+SrItp8koNjO744XhXp1pzxaCv1mWTMiVbD98Q7jiG8zV2nMlItfMzMIH90JKP6ItzEIJ6ZSSeH4xbqjTG8RHFu5DbQiTf/p8NOSw+yVPD7+/viXNWmmBFfbMj9/X3R58yeYX/Kduh4Rs53dnYGa+E9ou5Omqnic8R/e2symXRnEbDaBBwDOl+j7H3QOuG+vLwsm6X9+eefcXBwEIeHh3FyclKUnYwtJxcVjkgyvYItwOFt4pNSv+vaKp+g7Pr6Ok0vc8KqF9edsV0k9Hax7lOjZpIakCXoYaSbSk3iESkRSxJM9yyOEQwny2P31HIq1P7zMZuBRt0zU7Wmku6IIanQOSrPx5zq4GllivLouoyaMyLmhpnZKlKoBAI639O3CNoZEfP1VZQMJLMuvhEUI7zu7Fi2D13Ru+Hw8jPQ+xqS1Ter10vp0czQX15extnZWZyensbFxcUgqkJwEvGYAqw20nhxQsxIIMmH6w3qCuoBjR8f/8wIob5ReS09MJXAqH4EaV4O20DtIsK2vb1dntGs/7i5oWyAIgqqi+6VUWm1r88J6nxFJwTAlNJMPaE57CnkWtqjz55arnkvkF9b8lIjiq0+yNrV3/lZhJokmnaR7a1zGAWnftFn/Ued53bWxzX3P7i8vCyOfG1OR5uv8US9ywg5I4/6f0pbZe3W0iVT+6fLo2Q4Lhv3es/6kP+R3GgpiM9/pkFruaHO05MJSBaVEi19ocwxYgjfrPTz588D/aosEAZnJI5fMpEepK7OHABjYzhzspE8qgzqI390JDMHHBNFDDfSZKDHX+78837NiKPrCzpZSFjpYFZ/SW9zjb82MeP5TA3XOLq8vCwRfUXy5bRRW7GeckjQDvMeVObm5mbBjtyUkvXPxsEUUV++VeL9LNLN6FfEuMHMACOPnypuRDi4GbX58OFD/H//3/8Xf/75ZxwdHZW0cnnB5VGkd2w2mw0mB0k3gSHroc9OjB0k8TcqTxpm7d6rNdC8lpN3DVqSGyo2/Zf1B9OgXSm1gFBGhKlwvW9oSJw8OKCWMvW61vrff5s6jrLjxiY/AbYfy/vUGHLw7/fjBopjWcd72/j5Tp4i4kn2BCNqTLmUEAg4WWJ/yRHClDeuh1JkT5sC0ZjxWg5gCBR0fUW5PeoztY8zAJqBoBr5zvqXv78WYM2MuK6bEdWaLm2BQ44btfX19XWcnZ3FyclJeYyiIqXqe4IcGmuVSyKTvdSXHEuM6vjO5AR/Hm2JGI6XrH1YN//u7xnAdN3l/eJlMqvo4eEhdnd3Y2VlpTxf9/r6+snu5VzzS1vB8chUajr2ZLfU37IpAmsi/CTOcgZw/xARbkaNPMWSS31oA91h5u2ZtW02f1xH0onBvpUOE/GWHVfb0P74vVO3eZYB9Z/rG4/sMBp1enpa5owIOOcMwbzGuYiULxuotYePNW9L/8wxyfdOspeXlyADPh/GSLePFT6LW3aRuI/ZMA8Pw8cF0unmOJS4mcdqnlDnut1x8Tnux06xSU5whReVwUkyrWN8z5/atfkbcSczCVv2tabDWCeOFW9j6nDpH+IZ9RtTxv3JC75fBMviHh7SVcqC5DIi18vEnd4nv/32W8Fyevfjl5kfzznnZ5dnr+n2yVQbqC1Du4xkhFugQ4rs/Pw8jo6O4o8//ojff/89/vzzzxLlvr6+jogYPHLBCQ/fVa4Ug99jNpgy0s175QRU/aVEr66unpSbRXoYAdRjyAhkpbzv7h53ghYgEIjyaHer37xfax5NV24i9R4hbZHKTDFn42AKoGg5EyjMcqiBIP8tq4MDP7aFA3UaWgfbtXZxI65xJsMkZSuwqGUMETH47m2tcuhN9TEt5e3rzgTaucaKYIBleKoV//MUt4yELCPelw6o+Zs+1wDsa4HWFljOxlcNDCxzPfa1iJrWc+vlm/vQacZ0NScnjOB5RJGASnqIa1l9I0Vfk+b3IXCocdWyM1k71MBgq20z0s5zWOba2lrZ7CfbsEYbfXI3cYFwzhERajnWpNc5jxUt0Uv6gI4NOcY0X7mLtlIKGe3W+Rmo9XWObFOXDLRm/2dgl1Fq6WgCbekltYc7hNwxwYihnBMPDw/FRvI4Amr9pvO0dO3w8LA4qejoUISIziS1M1P5uVwjG4OtsZi1pY/NMX3S6re3KlPsTe3/Foah3pXOVYqwcB6XpmisMNLIzEiOc5W5WHwJ5FxdXQ3mtcaKE06WQbzLOrse4L3yflVWjaRn9pXjkvOdDkY6WHlchqm8/zIslp2Tne/jgBiPv8m2kQ+5QyNz+PF6TrJrma2e5u3ZMnRGymEjRx+dfMyu1T15EEXLmLa2tsqGjx7xH9MdWfvWjntrOuhZpLs2KPU5Iw3PBYu6tteB6RtKrzs7O4uDg4M4Pj6O4+PjsmO5jKMiBU60newKTAr80DA7EcrqxUmYRXUJKD0VhZsM6XxekxkGWX9MbeMW4MlePNbPZx9l7UPymRHvVh3HDCEVegbUW+1Cg1QD7y3xe8xAZXaf7HfPEmBds7ZkGrvW75MgyXiyLTiuGEnW/z4fWH9GvJiyxCiYR3dImngN7xORCY+OumeexvmlJWv7v8oQtADd1+hPlk8QQMLnz+jOUg7prCNRyVJ3CSAEKnUvGjfZWmYfP9mcGiNrtd90Tk2y1OmsDTMb6OWI8JLw0UGsJUXX19cDPae56W3J++e7zxVdn3ORjjJujiZnmUdhPYrktt6Jt7dZbby2bEXNnniZ1Fdan0qnKckFgaLakQBabUxHtpwYalsCXC3H0G7/jFbqelxvKxCrTAM6P7gedao9XEZoF6k/l8UJb0HGiPYUydrTcSEj3cqOiPhi0zVeNB+1nCMiBg41DzapPDmnNjY2CpmXvdfYYgYR51k2PzSm3fbqfL/nli7w39UeTqR1vySe1H0skxxAZbQ4Sla37NgxUqlreRTez83wlXQIz6EO4n3rWuwP9blnlrnN1mO/alljKp8ZiYvF0+VR6+vrsbe3VxyJNd08VVwHvVV5FunW94i28h4zvsuKE1spnKurqzg9PY3Dw8NCurUZARWbR+BorN2gE+wwWsv6y0hTiTAarXMFdpQ6rnIzQJgBJl2f5XKjG0YpGEXK0gKp5JwEZ79n/cgJXOsjJ1ljRCZTiPx9ChHKFGfrWiwzU0q1a9SUNI/JCEFmeLzMFgGnIeQxjHIrtchJt66l8SDSlT1Tluno3IiJ66ckTFNXHWUAeK9MlaJh0RxcX19PNyLysbYsIR4zFBlw4LX+SjI+ZbyPGTEfWyQS/q4xwVRD6jUHRQQKJJaeLcGIeUaIa0TZhcdlqc8qi8dmOi2zSTxGbe9jJwNSrrtVNzod2E6fP39+MjcUxYgYRq49Pd9TI3VdzROuZaQ+z3Q714UytZxz3IG56kGimLWtg/Kpc5DEmW2aRbc0HtXW2XiT45rtzGsyii7yzPHuJEmEm9kg2mROelKRSn3mYzF3d3fLs4Hn8/lgSU5mb2syFbR+a331s0vWnnQG1XRLxDCLkvNazkdljDHrxx1JJMh0mGpMMmKua2kMZjrVybbGNfVbtsa5ZZezNsqwFXWgLy3UNYSTSb5rRJyZLTXC7TqdOtw/1+ZNa466/XK9SL3idaf+ZjnaL4Q63zNplYkTEUUPcVM+6m3VU3XguOWSHPXLfD4vDqCsDdmvNYdF1qZZH70VeXakO/s/Ixj+vqxkQEcDVxFurbH6+PFjHB4ell1cNYlIQmUkVaZ7naQMOfAkBAEUkid6IzWQHx4eSmRBA56EiUBHipPkmQpYk0XKVZ50TTB+9zW2BKiahDVQxvesH1sTj+Al63tGdzPS42TCf6f4RPa61I7NlMKYZMTYr+n3mc2JrDyOOTpXWFeNO1+vL6LMXUr9OjpfO6Hq+Fpqq44nKOBYjHicL9xVmeNM9aWTjB77iMf5xTHPedhS5i3xPs3Oa/X7twKsLZ0a0XYK6Pyp1yHhpoc86x/pBx4vguepcP5ykqjzCEhaZJvjnfPGibRnW7hjUW2WEWm2Zab3eLyTbuo2zhVGS/2l9tI1mA3g6X8k3SyfEWtdW/OEyzrYvp514mOLa+vpWGM7kIiqLnrPbAePqYGvKaA4c9RwLKuNBEwl0lmeMcH7WVlZKURFZNznAncS1qZpfPKJ0vKZri+Sw5T9jY2N2NnZib29vfJ69+7d4NnAU3FSa75n7eq26lvotLciGQFr6WjHRsJ6woZ89rSvx6bTWjZbASctVVHEnEtQNBf4RBDW6/7+frD5Il+cf9Kt+p3344Rb18lsl97pxNXv0iMkppz/xA3u8OVSRmInlu06xLEXcWmtv1mf2jG0T2pj3Y87pdWuvnTI6yxnrepI0h3xmC0ovcTsCdkN6Xs5LTwQIyyp39fX1wfLBr1POY7GcMhUjP0WZCnSvYzUFNFzlH42QaR8pHhOTk7i9PQ0zs/PB4ZR0WUNLKVK0ADrGpwQGXjxiAoHrU903auIvibebDYbbHqhCedRaW6CoxQhAp+1tbVi7H2dXva8VyfankLoE91BlN/X1L5qGXoqdS9/KvH+GhDhoJre0uy+WLeaQ8F/bxFvH9NOTlzB18iDDBB3HNZvrKsUO424xoFvMETSREBO0iDASmLFscZ6EiSTtETEAFBkjq/XlKnj51sA1jHj1SIsY+WyfI9ME9ix/z0SGDF8ZJJn+bBevhkW08ipQ0mcW0TYdZITbSeLDoizNvJ56ddjGWx7Rnv4LtCn7wRHPu+VBurOAv3POULCvbW1VdpW5atflG5NEsxrepYDdVXNecH7ydq05kBhH/o4bIljBupAtX1mKznGeR8sJyIGx6s9vN2ZTs6IotZUCpyurHzZME9Raz7uyVP6uV5XEU0dk/XXsuJ6we1VzX52yduIv7f0rWMIF3f8cq5pHhO7kdByaQMzkUS4tcxByyc1rmWXdY5EeIv6PuLpo65Yd5JR6h0dl7URsUCt3TzwQh1Dm8S6uK1xx57r+Uy3E89mODKzCf5/1qfev5ntcn3Usj1ZHclRnHSr/ZgF4eu9vV8zRznthxw2ruOXkdbceKuyNOmuNWA2QLNjlhE3IjSUMopXV1dxdXU1eNyNFIQMm67dWufgnq7ZbDYwnkzhZmSCHjnW0weo1pIr/YObDLFcvnsEgtfR/XFDK6az8bEBHpGgAmiBUQevtf5xZejfW8YrI/V+TDbmWuOtZQBritYdBbWyMtDiSpj1Y1tmdZWBouHPFDk/sw4E/PQw03mklx4XwpSyLDJJBVxb5qDyIqJE1mUUsoijZz5kwJzjhuubxpw3U6U1hv24DIC9pkw1TNkcmlJHJ9u+fp4RbV/+QrCiDCM5NiUcJ3p5Bg6jgJ6Nk+mkDMTUCDsdQmN6i21XA2xZ+9bKiHich7IhmoP8TmBJpyr1PIm46sRsE+l82h/NWdoj9ZfmugA7+3RzczM+f/5cnMKauzV9Rl3Nts4ci962GamZMm5b+tQJt64zBSBmeML3OCDp1linHlxdXS0RSmEN15ncUM2fg57VkW0z1a55+9bOcadd67y3LM9pjyl6RHNZGRGal1y+RfKkDDRuosWU8rOzs7L0QfNYDnRfcsGAguyqytZ8Ec69v78vGaF6ZUST5Fu/S99RH2btQ4ci52HEcO8Q4jESROJsOcJYPvVuRAxwO9vEnY3utBwbC47JMpvFz9JXnmKu+6PQCUg9TtstJ6P4gPpKOo17hmh86fp6FjjryadXsO+eg9PdBo/h9beih55NujPjSskM73PEyZBHuS8uLuLs7Gyw1kqKLeJxAo/Vw5WEk1+BHQIiT9dh2Ux70aTTxPDUTkUTCVhprLe3t5/sdsodB7lDLaPcrkRq4KjWb63JlpHRLEWJSlOfBVoIWLM2dPH61upHY9ACMV6u19NBit97DbQ4UG0ZZCrrWr34P42VxizbnaCQBkUKlamrEY/jVOPZN7zKvJxMj+Ox+s2zKNhH9H47YWLfZc6bZQFiBvannO9jjPIaINV165jTJ6vXGPB2ksEXDbmIhoRgJCIK4BPppo7kOjLu2EwdxUdYZbtme/31G8dxBpLc0bPsOGl9f0457IusfLabnBKyC1tbW4PxLl0vgqdsrYhHJ4jmmpZVsR6ylxHDR66tra2VTdTYriQIDo55Py27ouOyNpnqYGoJdQe/u73Xdel0Ygo5ybZHD5VFp92haVdlp7n7e+Yo8YyzbM0868h2miLZvM90RifXy0vNIZv9NjamSbq0mZ50rgIkssHChtpln/u18LnOfNFhVsPqxLj+qCmRV+5tQAzp5WTtRKdiLV3bMZ+PTdWlNjf0nddxnKnr8v4980XHjRHuFkFkv7vOox3y37J+quFlOkx9w1kfV9QrDw+PT1yIiKLvdX+fP3+Oq6urEjhRG0mX6V19M8WR3cIg/P+ty7PTy70DxojcspINSHqlNWh8rVXE4yZjDhTGyCAHlwwko9w0njxPCs/TCDkIZaQjYjCJ9L+MNA06AayTaHrP9dJxvo7bSZATOP+cKQ3vE++bbDL58Vm0s0aMxiYolX8G7DIQMjaG/T9GgacCxhrozObFWDk8j99VB/Ur+4BKl2NahpaGRSRd67x9DLiRYhsy/cvnDNeu8voeqeRv7HMSg8zgsh2WbdOp52dj86WkNVfGzvE+Gqsfj/eINtPPCOi0/CViGMEWICQR4XpU30xqd3d3kH1DXUpdxRQ23hsJjMaNR7f1f0YAW+1Xs19Z+2X6ziXTX/ydxzGqINDNXWlFnBeLxygGSbceJ6Q+VTRjNps9iczSQczlTdIHSkMkIXSQ6Pfotj6z/RkWqDmQam3pfcDj1YYk3TUbT+zg452Emy/u5q9xTrtMJxM3vmL9aMt9jPp9Zfc4VffUxm32Wyffy8kyJKGGIziX5KiZz+clFZgZZMw+oo7meJWuILakbsxwG3Gm7DadrnTgS+7v7wf7uLhOluhcfdZ918abY2Qem2EEZvFlbcu+IvHmMZmjK3Pi1hyIU3WV183L49zn5nCe5q1yqbOk1zUeeA/Sg8SEstWKatPxIGetxpv4h66v4MvUe63Z1Vq71P5/C/ppMul2mWp0nyMOcqiEaCSVVn55eVk8P0y14DPxVJ5v/pMRMb8XkneVsbKyMiAFLFPXyDZMkJJkeSQsTvb10nofHeMp7x4tcmLjoJZtMtWwcHK1znflsoy0AGvtmBrAzq7P7+pHT+upydi918BPppTGxA3T2HF8F0j0XT4zb6/q5ZsRebtqrtCzHPFoFHRdRpo0rjm+3RHGMalyfZMuAtJldYrq5X3QcqJ8K6W/zNybUlar3q6nSDgyUBcxHFNcusDoBx2DfG77fD4vGwN5KrlHDOl44b1kQM8jsh7h9np722QAMNMfPjYy8u2iOtDZxXthJEhAicSNa4l1HR2nduV6YNWRtoFEWqTdn2ZBEhgxnNtZ5Ij3xzb7FvOk5ehQxEggMmL4uCGOeS6d4LNxOeb5vFySCDlIfLkZX+6I5zzhGPV2dn2qMrKx2+X1pGYLItrZaPqf5WTlac5vbGzE7u5u7O3tDZbxKDKpOa/v2Vh1oqR5zKwKJ3e0fbwPpi4z603l8TeOScdMHNuMqNdsd9aWJNiaN9zYS3UU9tY5tbL0TvLONiC5lz1pRblrfZ797hhc5ZEjkFAT+7D+cszQQU7eoncFGdlHIum0P3pJD/J62uVeOo79NIZVxnRU12GPsjTpdsJDwDNGlqYIB5MPUKaAnZ+fx/n5eVnXosElb43AhRtf7gorRZEZdgeoOpaRADoCPPWHaTqqC40zQSKJNh8vRkBLj7qUEaNEGZlqkahlSSDLqQFOkiwp3AxUZN5Ef3nZtbpk9+z9WTMSJBN+nQxg+1jy9p3y3QGVX8PPrd0fz2c7MMLCeybYJkDX774GjNfkuiLWjYZCcy4zXKqTdl3O0tWytUtag857ccP9HFDq7dc6zvvqNYzHGJnTdTPyOEXncsxyPwxF8/SuCJ+cUSJ2IoYkEEpx9mcR63FI29vbgw2muHzGI9bUhboXty3Zi7q4Nodb+mSszThn2Y78XtNB/F911Rzh983NzUGap8a9wKfaTBt27e3tlZRwzaPPnz/HfD6Pq6urgSNFYFllcE6ur6+Xvqml9k9tr1p76H79mBrJzOZlTefScUHnogh4ZvMZ0db4v76+HrQZdRntLe0vyY3v8aI5FvF0d3efh3x3O/lSZNtJj39+rg79mWXMLoxJjQRqLmopoJYwaBzovNXV1YENlL4m6dJxKjsiBvq1pvfcaZkFHbw+Klv1UtkMWtDBmM31MdKm+glDCqMsFosSxRVeIw7JskbcbpBgZ7ikhltcMr2VYcwMlxGfEVOJO9Cx4cuDMp0nofNW40E6THaFkjn/1D7EXt5XrXZZVt66rlmKdHMAOTB6yU5x48RNAUS4Ly4u4uTkJM7Pz0sKBcEc03Q8Au1GzidLxONacBpwbVpDUOFeSClSV44iHLxHtaU86Z4qTsLtxJsEair5zPqzRSaWJRo0GhnBJChzL6DOd1KVfc7qyM+u9GvRG9UjIzNZ2frOKAXLapXBe8/6Ywqw9Xvx+8iMFv9niiSBowy/GxECQ9aB96A2oIec7+pj1sWNEjNZmGIr5xLT1Rlx/RrQmI0bjtWMvGX/vZS05ugyv7fKZ8qip9Py0XEkh8yoUX9oU0jXW0op39nZGezUTPJSWzeXAUQn3g6k+Lu3o/dXNjb9OL1n5M+jC64zMj3nZWR9LOLN+fTw8FAiPCTdu7u7JWVfbSrJIraMqjOqHfFok0jgHaxnOsn7KSOJ+szI/hjgdr3i7d5y3rIMrwfTyblJGlPItXbWU3bVJhrbfIayOzJUVxJ3toOO4e7xGfF2ezRFppLEb6HHfhZxvPAcIu62iXbZM034KE1Gut0ZqnowkutObxfHBovFouiOlZXHR+ZlEVliZ7YJf9d9ui7IcGjNZus3jX85HXWOML2ux2yUDNtlTtoMJ2VBw9ZYcBzmfMLfvS4qj05AZji4k5JBFEai/X/pcC5JyBx6zt2YjcNlDo7RXkPeqv55VqRb760XZaqCzwY1Cbc28eHmaYpyRww3l9KkJXHXZFU6rCsG3ZfXQ+RbRpX19XVijHS7R5Jtx0njm7Z56lq2bjtLFWa/PKdPW/0ypUxXouoHb2NXhK70ppBt1SsjxpnyyxwrEcMdIxltY5mt9yky1n5ucPRbrS7umfay2KYkvN7e9HbTuaRxTS+4fnPDqfpkQJ1zSWVpHuo7f5vNZoONYzSnfJMiB9dT2rgmy5KBlzYUtTGcSTbXl7mG5gH3lGBbexoixw/1DccTd+CuPa6Q0V2f97X7bNmTKffLsrzvsjIJBL39x8YIo+ycEwKPTmTHSCw3RRK505ru7e3tQpTVvovFF+JOAsdoBa+hegl00hGn7+x73lsLlPIzSSh1WmZnW+JtmYFr6hJ34vqYJ/mmg8LTySMel4NpfPszlJnWS52piBGJSq0+zHCgrVrWtrT+c5Kd6c4ubfma9tJ5nEfShSrbCRxJtxxEcoxTlyoDzPGNE9zsxTXZjJj7vHTS5nM5w0WuB3XfYw4f6mDptbHjs7pRd9XSxrPf2V+ZTWaAweer21iW4bpzsVgUriBeExEDe8n6iBcsFotBur3baOE4OhRVB7ftzGKjfed9sS2XscOZTWP/vnVZinS/prLmBGPkS5sBXF9fl5RyPY9bhFsEwQ2uDB93+6NhrBEb93rRAeDHukEnyXcPE714nPjyVPkjwPj8Ru4ATK8UiYjE15GNET6W8zXiE4pKlGVnXsjn1CEDYrXf+F9WjhT41PbKfl+GJHi/yUnE+nqd2VcOPLPy2bZMV9WY07IJeUgJ2nWu5o0IAMWjfz6WWu2h+eQE5Pb2NjY2NsqOzPTisjzVsXb/rXYnMJgK/jNj/BzxMcnfa+TF32v1yIwdwQ91KgkHIyUe4c6iAXpn5FvHe1SvpptZzpR74H343Knpndp31mGMAGftzvMczEnYlgTTSofWu+wR12fOZrO4uroqfSLQJcLtT6ggyaX9dIKVgVOu8/bNNxmNc6npVLYFI91Z/5CQs20dC3jdW/rexwTtMTNp3EZnRETkWqn9jHSrbdjmTAnWuOcuw6oXSTkjUl7/MZIyVRe5vuvyPHlu+9V0hWNVzov7+/tBVsb19XVEPKaQqzyOb47JWpTao5gZVvT57M5S/e5k1W0k5zivz3mWtRVxMutMZwXb1fuF+sffIx43l6wRbgrrXXM+ZFLTS3R6c6mL6sVlqNT/qh/tD/tF96JHwOk/4Shd24NM3u++1ps4ciqurUkn3F9k6Uh3Bgb983PK1LsbMKWUK7p9dHQUZ2dng7XcnmKhAaRy5N2OiCeAR9cVKMomb0Tubfe6MlrkaSe6DtM0NXG4U7keJ8F3AS03+DVCo4niXjM/JpOvNcoZAPZ3KnsqwxaxyRQ6FXKm4CKe9puXWQP5NcKT1c0jyDw+u5aDdoJgV+ZuKAlEs+vQoNKAZZ5eKm0fww623fNcMzyupL2vnQBk6VhXV1flWM0NN/iMbum3qaAoAxZT5KVBa9ae7njx+37ONaintDcGI30khVoGwwhoNm4YGeVaQvWHridvu67B8jgmPGtHfeT15/+cQ7pX9q2PieycrF2zOcXf2DcOehxIOzFzknZ/f18cF7e3t6UdFbmOeEwF5/p4pvxT77DPM13lWTIEpA7i3FHi91+7DttL+odjqEYCXadkOp7Xb0Wc/P9sx34CSzofGOFeX18vSyX0yDuOddp5rsf3x7T5PTEFlA7PbJNVb3+J67Ga1NpVZXQZlxa5aomTbOqiDLcsFo/7OvgSILcDxLfM1lhbW3uSxaGlka6HNO75rrIlmhecJ7WspQy/sI2oD8bazSPWxAiq42z2uLacZboOy95rtrVme9w+Zxgiwzf+4pOXLi8vi54Q4X54eBikkuv+1Qe+v4ruY7FYxM3NTaytrcXV1VWx0b7Ph+NB1Zc2lvtesd1a/TZFl4zpnbegj5Z6ZNhYQ411ylj5HKTc8EeD8+LiouxWrseqODj3tTKMpsnYZR4iB2H83RUVX+4x5/lMR2HEUBENKjKmaHI34NpablfirLtPklq/eL9N7bvsODfsrsQIwng9kiYHZNk1/HoOzHhcDXhOkbHx7m2XtXcNKNXaPQNZBO5T65vdN9uW5F5ru7LMDzdwNfCmlxtKkqnM+aP5QyPn7SLC4ZHDiKEBn2LIXVp9xPt/bvlTJCMTrTrx+5TjeA0SA0bkGOlmCjmjn2x/T0f2DXzUr1or6GST/Uigx+wd9ms29rMsCe8nH0/6bTYb7g1Qk6yNs2tm4DPiMRJF/cR3OX/VjrRBnkboj63M0vfHxmdNL/h9qO6ux2p94XrZ9RDLqOl5rxvbynGBtyP/c2e3xqL/70SAn9W+cnZr53jtGk+MIZLE8aT7d1wQMXxsH4m3r5l9CX3D81uk8S0A3ZcSjttlsEVm6zP8opc/0o6bnk5xYOuzO3Ui4okOciItfUNizms6cXVd4bac9695QkJXs2NOuKVPiSukPyOeRm6z+mZYhHVsiWMgtb3OzfSX41L97hk3qr9n3+he6RDkxqTEVw8PDwNuof+vr69jZWWl6BvaYNaXmJN9xn5+rmTz5bnY/EeXyaT7OYB2WXED62uw+IxCAUMNBhFWRlJUBo0vQSLXzmVpF4ya654ykqe6c52NhBu6cXIR5MrIk3DXdi3PHAYZIG+R7qxvsjLH+rBFMl3pZsdn/c/3KVJTgtkE52/er1NEx3lkzR03zwUxNQOUEdzsODp5XOnXokFS6hqPGpMcnxrb3l4c2/rP5w7Hk0czeQ8Z8Ix4jPL5kgy211TgmM3lrM1b4++1DEWtb1667Ix4S8eq/amTqC+5CR9TkfmZgEZefeo/Ekx9XiwW5Z3Em/Un6JIeF2is6bqMbHu5rbHDvvDPfOe1nFTqM50M7AvNF+4VEjF89q2++yOBslcLQLbqrWtkoFR9yXJr+ihrX/2e6WmWnQFUglA6uJ2QE8Bmx7m9pr5WXxHc+mPw9J0EJOLR+SMy4G3GtZQkQdz4jhGoMeeqS81m1KR27FQd+lalZS8ktTbM7BWzLbj/AgNOik5qvAjnPjw8DHQtdaBHPomluTyMEVtfNql5QTJbw5g10s1xzLlHHNFqa9bFX97OJOJj+tBtwxjhdv1Ww181fZs5+dwhwPXVItOZLZHN9Ccp0HGtJTDX19eDJal6sgU3S605J3QeU93HsHtNWn2d2em3IM9+ZFjtpWN4fEsy4y2w5juyCphIeTBSrEgAlY+UFw04IwX0KGWRavdoO3GhQiPoXFtbKw+fn81mT5SqriGwytRypbLp+bZKaSO4rZGaZchy1p/+m3/m/z5p+XvWx14G20OKNPufIK91Ly0ylSnJDAyOtQvvg+SAAM5BvgPPGijNpBbpydJsWbZHfkhoee9Z3ehNJlHgOjIu6dD457j2sTkWiaNDyue95okTA5XrxCkbaz4unwNUX8MojPX/MufWjH6mr/gIJWUS+aPCpFP9WcSMcPNY/qb25XpW14/Sw3d3d4PHPOpdn0lmOM7pOHWQxbFWi3yofcbaNwNdEs0NSgbuMl2WEW/eg3btZ1aHZx9kgMnvcYrweJ7n80R9kY0r6jufm7XyfFx6eVn02l8Z6WYWhz/XVvdIh7rajJkbnmmmKDc3mlNZqqePM+pqr+vt7W1cXV2V57O70/FrJLOZWbu/JaC7jGT2QzLWblPGu3ApnZ/6n0uASMxJklU2n6Ws8ZcFY4gDfGwwc4RzIOLp3kC8L78WdaoTbx3v89zbKbPhKl9Yg7qFmIv6c0w3tvrX+9LryvtqjYWMcLOealtm8WWPIWQdZQNoC2iX5ZTR/h/6fHNzE5ubm3FzcxNXV1eDjZ4z/ceAHx0AYzJ1brx1vfOsSLcTrey4ZRvWSSw3++HzCTX4OFgJBN0LrXellfMlsCelxUGYKRwCLx2rndAJWGXsGZ2TctN3351cHnWt5SbhzlKA+NmBphsJvtf6s0aMWv3oZWTX8YnIiecpQ8uSoawuTri/RsbGdgvk1sBTrX7eRjRcBJ4EZn7PBMROuGsGz8Eox5YbOUUj9RvnZG29bc3QyVtPoCFjJq++5pD2P6Cx8fE6VaE7CXqJcTJVMmfH2PGZIfP+m6pr1db+/FffQVV9Q2emb7LFaLUTbtVHYy7isU/plPTHXjGrIosc6r5J3L0u7ujheOVYbgFpJ3+6l+x4ztWWTdR9ZaTdAeFsNnuywVZmk7LrjAFMl2yuZnX3fsgIsvoma5esDLUBXyQB1AvUYdl5JDD8zXfl1zhx0M5xzKwzAVfHF7qnzLmh+/a+IvG5vb2N9fX1QfYe9QI/L4OlxvTbc3XHWxOfP2PtViONfszDw0PZRItren2M+DO5Scr4xAjVVfPDU5FZJzq3Ob6ITWez2QCbqnzeA3/L2igjqzX8wfb2catyPRCg/xiwcQzretDrvIyQm2REegwjs07qPwXaZrPHoIL6N8OTfi/iG+pz6TBiOLWdytUeFVdXV08ybHS+9g6R/vPNUZ8rXe88ytKkOzPotcE9VTgRaWylePTSMYoy0uujd58ELcCaESYSQA3ETAELwPI499ZLcXHtpCaBdkPVWjFFuUW6GeGuEe4sophJK2UtA5tUei3wuwxhcWXNMhwctAjpc66fHd8C3VPAqntZ9blWJzfKXh9vh0zRe6YF6+tzyM/J1he6cD74PCDQ5Jh3wl+7dwfqipizvh4xf3h4KMZCZDtbajFGorK+GQOn35PUgLO/t8Ys25/6lct2aKwduHg5vhafUV+/DoGjAyivo8ZC7ZrqW65xdqBZ05W8N0Zts3b2uebzjgCQ4E9SG4+8pp/De6VNYZnuVKjpKrdZmWTAuWUvWT+PNFP3sI9r7eP6gMSaKeL+vFm/ll500I+BZI2V7DfqlpojifeiMcm6e5t4O/r8qI2xmmTEx+22jst0W2bnefxbFm+TqW2aSdbu9/dfdiXXxsDHx8dxe3ubLlugvmPGhTCiP2ub+FgOU+k8z5DTGOV1NGdJCtUGLbyv8jh2M3w3Nr4z3eNYRPfDeZg5LyUkn1M4i89Tdwg6jqIudv3P3xnNVj8K33C5rLIMiKu8jeS4UV/z/qS3dN7q6pdNHTc3N8v71tZWcbYTc62trT3JtM10oEtNb0zBKW9R3yxFumuv50oGxj3SnW3440qR7yo34jGthsSdk4aTmvfo9+wpKzqXkR9P1ZCCddAQMRzcOzs78csvv8Te3l7s7e0NHk2SrZfMCHimcNiuvMeaECy5YZkyodhmLYPkisk9mK3jHRT7ffK4McDsdeZngnMnwjy+ZXgIDLP619ommw9uHDPDlfV7Bma9HZz88DdGhVS2R5fc0RSRb3BG4+hkXZkoPk/u7u5iZWWY1SKi5ZHNGmnIJCPcU4HUSxqJMfCR6bTWvJtyPXdqcu0glxDo+MViMSAyMuxymoiosD7SI54aybGWec8JnqiLnIhFxGD9W7b23DOaSKQiHqPqBG8+b2tAkp+pNzMHUNY3tTFHHS6b4gCP7diyyVOBTQZEW/fq4NOj8Yy+eHtmOirTc9IFvtO4R+r0rvp4xFhjl21IW86+oi31salr6DjHEGwH3ydBexo4SOc7pWYDs37xfnyu1EDzWxfOC58Pmb0Ywz0aK1zWc35+Hjc3N4OMIsdCjISKfOuzyqT9JV6kLicW4TzmGJU91nxlFpHaItMzNT1ZawfH8WxzH+/E4F62E/IMC9cIeSbE9z6/ZTNZd8eI3kbM3mJK+dbWViHbbGvqfZbl9ZnNZiV7V/eo9qITWuNBjhnVib+pv/nEBka4W202BTO12votymTSPdXIT23IjCRpcHt6uT/+4P7+vgxOesJUz4inz6XlpiWecuv1cgPnxFv/CVyQRFBBZaAiIkr0TqR7b28v3r9/H/P5vKR2OHD0ydJKLXdltlgMn4lKJcH793VpU4xxRgIzI+XneL8xUpZdI7tW1nf8nBFC1a8mGQBtgehsHHtdqaBr9+bnL0O4szL8RaBIcuxOJxIQpvkS3HKtpIPhiKc7S3t0k+RbxzOzRffKcR/xOG9EwrnsgkC/1r+ZcfTv3p78/SUlAygONGrH83PLKPo4pS7K2pwb7VAfi7wQ3JDQymBz3LjDUfVhdo76lffiOlbjjARM1+Bac6Ze+mO1FFFgKnutT1qvTNSeAk+ZDhsbP3TyeV2cZLLMGsn2Y2oylZhHDNeF8sW5TxvMPuc9Sdypoe8kAsrC4BpEXou2njqJZfvSGj+X3zP7LgzBvtD/rhOJN+7v7weP6fE+I8HP2sdJyVRwW+vHKba8yxepkSmOn+eIxhTX9B8fH8f19XXJetRjAT3Qoyip76khLEV8TrvI8cWItnSqXrovYoJsiQvrkxFvtp+3lc91/dbCV8Qksvmcz3R01oh3piMzu5v1lzv0fKlKFiyq6RNfsqWgAp3Zsp3UNRw7juEUrVYdmflFcZvNe5COIqdwzFhrH36eOi9a9uotyFKkO2KasZ8qbnSzKAx3b9TLByAJOAebP5Yji3Q70aGxU32ye3clpP9JlnmsBvFisSgeJaWT7+7uFsItb6crTo9yq2x6IMfElVk2adzYTyk7m5RePo/L/ot4ukOun1sjtH4fNUBXu9cp9+jHZMakVbcWQXICRsXqIHIK+GoRB/d2+/ilx9QjPwQNTro5brx/aVSytvH5Lh3AeRbx5TFKdErJyNAx0CKuU6U2Pl9KavOC1+d7NrZq5y57bf9Pekp9rHpwntCTnpXnGUY08OoX9R91uJNulkH9L4DANd0k39wAy8GL6lEDYmO6hcL5KXtBR+JUwsu2YXvTqew6ogVsva4ZMK7Vg+L6k+9Z9syY07RVrkfepAu0+Y9HrJ0gaKzwGCfjWbZcawx4dJttSALD8U6cwReBcC0i95KSESG+6z+/9tfozR9dltH7mV7I5l52rMbM7e1tnJ6eFqdSRJR1vp6NIZ2ZjR3pYR3LJxxwHGjc0ol5c3NTHkfGdHSvL+ebv7J7zsZVhsncbnsZJN0k3Bkm8iCUf57ar6wjdQgDAlmWCu87a0dmhnHjZ92/+pyOPuE1vbPN6Kjk/jd02uhcBv30HzPbFAVXeXR6eoZkS0eM6Y+3TLYlS+1eXgMTyzaaKyE3dDRc8nRr8wl5nJyEOtGN+DLYuPt55rnJQITXK2K4ZkL3zPYQcGQqo6+v4OTi40hEJPxRPASiJN5UgGz/Fjif2i+ZUa4Zk2X6PatLDfjUAEJ2f5nBywAdwQfJPYFtzWs59d782n7f3r41sOzKNgPctXYaE0ahaKQkageuLSKgVt18PrXIgJM2GnIqeRIszUNGr1ZXV5/s5s80KCcuLyHPaeNMauOhdr1aGbWxMEU419RecvCpbAExOTIF3jRmPG2b9RFY8Eg39Z4+a02a+la6jeSG40Kbvt3e3jZJt4i2R8Ul8uyzTWr2KOsnfibRVtke7W6Byqz/6OCq1a12vs+x7Nr+mx/X0qcOeOnA83lfA7oqN3MsusNd/U1nO6+nMaryCEI5HlWeg3UnD55V4H2p37P0cr8Hz6QTaaCToCUtotAiKaznGMGeUuZblWXaf2yOe7mMkN7d3ZXnKOuJBcS0tUijO51YB0bDSTx9/DIIpbJqy3R4PUZEVRe2g7cV/8tefl/+nfiDusXLcPu2jGR6NnMCtmw268hAQ8Rjirf6RevlpZd0jGNS6hmNDdkv1zvSYSL31AfCUXQM0lmpe5OulN2cz+fpRo/LtqXr7uf2088gz35Od9Zgy5IwvtyjxLTw6+vruLq6KrvsatBlpJsKYrFYDAw3U70ihmvU3JOlCaPfKPQiEehTcdGb5angAoda2yEC7sou8ypS+bEPWkR0ah+1/iN48HOe0+9UnLVruzJ3IFgjMgRCToJ5XRJON6IcQzWngNdlilFhGVlkyOdEZli8TmNtx3uKGD7uzB1Vume/hjyhnC8kxzq3Br5piDiWZExIuuVhXSwWZSPCm5ubWCwWZd4IpPA5kh65XwYIjRn/l5Zl52iN+I2d5//RGchdmtUPjArqkYecI/SmK3Vb53J3ZzoyIx4JKesu8pzpu4gYAB7ZgZubm8F5rjPpYGWkkuPb+zsjVlPaX/fGJ1XoRaI/BZTXQLzPldo4cN2oeZw5orweulYNLGW6NANRtHOZfvJ2axFu9fX19XVxtLizUJ8dmBJcesSG9p9jyAmMylC9SbQzx4OTb9fZjHLXnBUtyWxg1pfe3mNlT9WRXabJ2BxfWXncl2Q2m5Uxr6UIEVHwYcRjFpgvk5jNZsXh7I4c6kNGvGvYRHNXeFS6nct0nHiTfEfUHT387Fi/laWZ4S3HY34vGe4YE9f3KsszrMQ71AasE/G4hO2ilzZNe3h4iO3t7TIWyDkihvuEMJ1d5dERKb3GscPsXI0L3zOHdlu2lVH8nZ2duLv78oSRv//97wNu1OXr5FnP6W59H5OMbBPI16IbMsJXV1eDQUoFQCVET6LK8PRyJ9zc+IReqcVi8YTQRwzBGgk3vVnZLuQk5XrR+LfWbWegRlIDaE5epyg5Jy8sN+vTDMjxnAyATZnAmRKvRZIlDnz8WCeUUjQSKqysXfS5prCz6/qxNCB+f7XvTrhrcy8j3Nn9uQHxupAAaYdVto2vV+ScnAL2OAepB5hG7GuO5/N5zOfzQaYI50027n8kqRGVKeeMCXWUdqfVEpeHh4cnOjIj3TqXnn/pWfYDjbuTUAn1PwEi0+JIxmqbYeo4pR+yTbje2+cB6zHWti2CSx2XATKVswzx5m9O1Gp6wskzSSR/bzl1WHYWja6Rygzw8uVt5kTZI9wk3IwGsR1ZDjPVuAaT2MFT4TWWHx4enkQFmXFBEu/kx9vQganGvpPmiHjiqBnT52Pi4ysbc9l1OvEeSs22t44fO0bCaDIxJf8n7oyIQeDHibKWV3EuyCGdBWe83iqHjliSbc++dJLpmKSGiSQihCSUmbM+a0u3je68qh2nerCfsrnh9oQOEWbYevvRZklInIX12M7Sy1zGlZ0rfVNrawUnmN3j+lF6MNNb9/f3RT8yoCl9ubOzEzc3NwMdXJNae07F+m9FJpPu2kCVLOtV4gCRUfPNU66urkqEW7/RePqgVzSuRbp5PUbVVDZJt5TQbDaLjY2NgcLzZ3bqulJS8hpqnbZ71RndcYWma2Qvb2tXUK0B7qAskxoAqE2gmkLPiGdtjCwzKcciLll5/tmBm9dXSs4B+nPr7/VyI50pqrHrtsaAj0k/JiPbGdkTGF1ZWRnscq01YG5oWK7X2esT8dSpwWsygk7jp+ebXl1dxc7OTnnerQxZ5szIxMfA2LyYcszXypT57cdPuU+9S+/okTMi3Ht7e4NzGCXmucyCIAG5u7sbgDOfNxoT6m8SGpZPna7/1a9KvRRBF1jkOKZulz2QfndSpeMFhrJ29fat6TTVxQkr9bqD0hZQb5HqrA4tPZjN89o1vf4EbXznNZ+rE1W2O75Fuq+urgYZapnuIhFh2iSBsqLmigjpHBEWRXPo8HHnupNuXzuuevn9srzM6c4lEjW735Ka/XjOeV3q0sIw2ZyutSv1qCLLiiiur6/H9vb24LnwPvekd+nI1PiJGJJzXUPHqZ6KMMvO6r64Dpzk0JdKZuvK2UZsM9ZXdfI2rRH5Vhuyvdk3PIb9lR3jx+nd25wRZdoe6VYGw3hvJNz6jUsG1PZuO1QH2UPpSGYrqM0Wi8UgOOEp4K6z/H/pUG3qd3V1FZeXl3F3d1ew1fb2dpyfn6dPhvB2ziSzT7q2Y4C3IktFuqco9Na5eneCIyMp7/bV1VVcXFzE+fl5XFxcFOKtNd0ywg4mfMLKGHPS6HdFdjTQ6O3RpNjY2Ijt7e0B4KOHXEqIypSkm7tRMtodMUzFHYtiZ/dZa1/K1OMktahnrR/1PgV4ZffjYyKLTut4HpMdlxHHrB1qAIXle6RbitHPqRE2/z9roxbYZrk+nv1eavdDY0uj4OMtIu93trUIk+aPlLgMQA10eF0JPFln6QBPM/bH7Sjl+fLyMi4uLmI+n5fHrQiAuFFojc8aAfH+aRGkKVKbm8vqUz9nbK5KGOHe3NyM3d3d2NvbK7o14vGxNJeXl4MN7XjtiMd9MugYFVCkXiRY03k+hzWuVEdGWwQqFMHW+NDzRiMeI4VZGwkwra6uxs3NzRPnE8EMy+Gcywg6+5Lf1b4qm5v+TAWUFAetNf3ottTrrvnpRDK7FstRnzHqU4v01siI2iVrL4nKYlr5xcVFXFxcDDbxIeB1nefL0bgPjEg80ytVL266x6wzkgwBU44ZkiDeq7e7ExbpKF2Xz8J1p7u349hYGSPeNSzwlsDuS8hYm7Vsjd65RGc+n8fDw0P5TP2p8UVHIh1QLEf/KfKpsUibSyd3lhGUjZnakkfXZdm8dGeB6kAdQwxBIttqf/+c6eUa8VZdsznDOjPzhntCZGVlTtWI4dLTiCgOD7WF9IsHkLxN1C4qn05s6Tj9xyUxvpdFFqh6eHgovOfi4iL29/fj6uoqdnd34+HhoeAE8SfX3zUb4PeTHfNWZelI90sIDZg8LSLcl5eXcXl5Gaenp3F+fl6iWkw1q60toJLiBCJR5+C9vb0t5F6kXhv8KLKtSUJDqii2R3eYWu6k2wlHRgRrCqdGvnxQT237TMYUaNa+GQHIACHvzRWRynPFkKWyZMcR+DiZzMBz1h7erh7pbpFntl9WJs9tHV8rk55SLycD8Brj/N/Xl9Y8yzUjpPI076TMI+LJBke8N+8fglD2DQG9Z4OI/NGofP78Oa6uroqxkFNLRs37K+sPr29mnMf6Z1lptROv3SL5NTA9hXivrq4W0s19MjjuV1ZWStvSyGsMudc8S03UzuFbW1uDMSzipHtzwsrzeY5A5+bm5hNHDIkpgZyAjYiY612O7Wwu8Dcez7o72VWGhsaxLyvKSG+t/1S2k261id6dKKss6lq1uY8xtqHr3oxkZnXxMcvxxvpwTnrbMTqtiIsi3bwv9amiRTxfukCvy8vLdO2j7kdzQf9x3Goc6j68TbzNXYcSBziJl+NISzvcSbWMU8b11hjx7jIuz7UBtfP0n7+vrHxZz7u3tzfIQOL66ZpOcCzApTkcC7K5/J34YGXl8XFREcPd/pXh6eTdM3dadfMlHxGPmUu6ftY+NZ2S9UWGrYhZ/JyWvXS9RN1Hm9PCUF5edh0e633juIU2kuXKsSsdIx3KetNp6efqM6P50pva2E8O+GwTSi+zhlnGOMpb1FFLr+l+jjgJc4PLDr+6uorT09M4OzuL8/PzQZpZtpaP5Top89SKiBh4EX19oIRKUQZSn7WOVL/X0nIUJWeUW8d5u/C6fNf/UiKMZOg4Ts7ME9XqC79uS1nxe6b4/T8/V0DHCQb7TccxIkFpeey87VrOi1qb6LMrvFqbLqNIRGpa9cnupzZGWvcT8Zi2xXtwx0RGBJww01O9tbUVd3d3sbW1VTJCdF9ZfzkZYJ0JEuTY0kYl2XmsG9dt+lrLzAhn5WTk46+S59ahZuyzY6SftHmaHlE4n88LuWHqrSLEGjdMYZTepg71KCIjNYy0O0ln1E9129raGpBz2gnWlaBOER6OHTl0BEjkxMmir3S0cQxm+jWzNxFRSLdAq8h3lkKZ9ZE+s24Z2KnVhWPInZzS7RwztXtxsMmIVUvvZv/7/bHN/boereZGjbqXLBWTY4BruBXt1uvh4aE4CWez2WA9ZE1/6HqZw9fv0clJ9jQSAmVGEX0ut+Z0ZpMz4t2SZY59i5L1xxS7MvX/2WxWAjPSD8oYGiNqmitaWiXHDZ1FEifwi8WXlOSVlZViw31+KwtEn7M16BluyeY1I8YRj9HeiKeP+CLh9DrXrkMhZqDd4lh3B1kmqr9zB9rSsYBF1jaqI7GH2oH/06Y4OaejWDrGs5CIjWTDGHjh/fkGtrTnjgFpZ1Sui+PHGh4bwy0/szx79/JlJZuQXKd5fn4e5+fncXh4GIeHh3F6ejpI+/ZNmyKGO5c6yc423qGHT+Vo4EZE8Taurq7Gzs5O7O3tlY2b3r9/H+/evSvRaz3mi96/LOpDTzYjRmwTffb2inj07nOi1gBaa4CzzBoR8gip18XBjl8vA4m8hntdvd4+qZ0YEVB72a5U9bkWYcraXG3jHuPs2JoBrikiGbDaf/ycgTrvg0zhZ2PJFTzbpAX0aAAXi0Xxpm5vb5c0UCleAtaW0vXvjFqRCHA5B4/39Db1lxsdzRdv1zFyWpuL31qy/ouoR7n5me3P/qWRlkNQuk1EZLFYlAjg5uZm2T9D5S4Wi8EOrp7q6M4bT6dlFJH6cXt7u2QE6Tgnv9x/Q0CBewwIkFA/qA5ZxILAwceMPvP6TrgIWtR+chpwEyLZiGwPELVTNifZ/+5cznSlk0F3rmVAkWW7g1r3xvIlPgczMCqHg1/X70OiPvbUTuoVX+JT018cMwSfvmxC13eHPseIlgx4FIntzFeWjku9xbHAlP9WxKwmYzotO97badky3qI44fY2cxte08U8PyKKrtU5WZS7pg+4s7b2JRBZZmaLYzvHk0646Tyl3ag56V0nOcb3zCj9rnR4zZmWzc1s89i7hLrd8W2G7Tj/3V5kAQvv0+w909Gup1lXL9N1tv5zR7Zn+elc2eHZbFacH1m9eLzrJ+/rMcnwX023vTX9szTpXraBMvKgAc0I99nZWRwcHMTR0VEcHh6WlG9PJ+fg84FNws1zNdBFhiMeUxql9Ji6ptQvkev5fB6//PJL7O3tlc2H+IgvKieS8Npzt6cQE4KcrO2zAewTIjsv89R7/WsgKatzNnl9IvMaNWXlZbtjwI+pAddWJLemZFmeOzi8Lf18fq/NDTfaNaHicwVbO78G1Grz1e+pFuXWu367v78vSy62t7cHkW6mMTnw5VxVmrh+Yz/p3um4cgOVbdalcvl6DoCtyZR+myq1cVAbT606ZKCsBgQd8CtrR6SbRHp9fT2ur6+fkG71gzYl03/UzYrWOLFWdpDWsCqarXcuw+Hygoih55+bYulZ4ldXV082yIwYPvO05sTi2CI40z3rOEVRSbxkaxhFle1YW1sbZER5mjH7zEGtE7AMTHq9OQf82Ew3+hzNoh7cOJH6UQAuI40sX86OzKZkwNSBLp1pfjwdGG53PZWf16XOeHh4GOzo61EyidqUdcnsDiPbnlJOQu5YwJ1VNRnTQ6oX6/fcsrq8nLTa2scpxy/P9/nByKRnTXB+qlyWRZsc8Ti+Nf6lw6mHVcfMAZDhV3dy0qE2Jcs0I8UZdvN29nrQkdqaE2wP16esZ61ujlX13fWYL4NyvSR75XUiKfcx4MEpjSHdP3XTbPYlw1C8i3hsdXW4sZ+4jpzINeyetWtGzr3t3hrRpjwrvfy5DeakSob96uoqzs7O4uTkJE5OTsoGar54PwMNrevUAJcDCAJOAUWR7Z2dndjd3Y13797F3t7eILU881ATRPmjFnywEYR4BMYVCO+N57bIII/jMTXS7QqL9cuAkpNtKitGDXiNKQCD5bccCzVSnLWPk70MhPNelxnjXl6NBLVkWSNRU2Ktz2NlsS4+zgQgRb65oVXE07Xdfn7mQMiiZR4VopHSbzrHs1o+f/48eFSK38ey/fotwWk217PvU8ZUZrCdHGi33J2dneL9joii/66vr8szRDmX1ffKPiLZI6mnnqQTU0R7Pp8X52W22ST7T9egjl0sFmWjNEkWkfVoRUa0s7bO7BSjpu4EEKC8vr4eOC78ubfuDCRQos14ruOo5vDM9KA7EPxpHnp2q9pSddN+Jlw2pbbk3GNk2iNa3idsc9aNKZI+xp3kk3SINOhYkl2uFc/SZb0urI+3qerh164RbhJzdx7UAOxbBqh/pbh9zXAHjx3T3S6ObTn3ea7mgfQZbZ4yRT1j052XEY/2ko8Z0/FyKDHTieS9hrszHEh7QfLKOUQyWwuwZG1LjFbTH1Pb34/zetO+eYYAr+fEmxjb28CzAomJvc9r+oBZDp4NRIxE3cTnwmu/FpUjvShH/GKxiL29vdjZ2Rls9jiFeLfaPMOqb1FeNdKdGVMNRHrTr6+v4+zsLM7Ozsq6bn82nLw0EU93BdT/BGARjw+Kp4Hl+imPRvPZtUwv126/ej6wpwrq+pxE2QDN2idTWDWgmJGh1oBnnfSdCiEzKlK8VLbeh1QoDmJrylf9VjNYY23lddD1dA4/K3Kagamxa0wZ37V78M9T+sfvyw0Hj8363q/r155K3mv14hjSuFBKsMYKCbLfw/r6+mAd5dT2deId8TQVixFPgm4eO9YH/N0NeHb81xiKmsGecjx/G+tTfvZ5ThKgfhTpns1mhRxubm4ONp8igCD5dBAhPSzHpSK+imYr4k3Szd2jqTd1Td2TUhKpqwjcWA9vM9dZIvEk3hlwYgq5QJM7etROslEERdroT22aba5G5+zDw8MAMLtudF0d8Zgy6lkJLVIr8OabjflL7aM6yREjp5uyX0So9cqcGapnrY618V6L4Geke3Nzs/QxN2J0B4PKYlaanCTM1GC7sg7UhyTZete5/hv3esmika57x+Z467eWrnPb81YBcE0y3enEmt9dt9f6yG0S2582TyQ4G78ZXvTIp2NQzkt3gCkyqs8i3a3IO8t0u+/Yj/VUO0ivymH3/2PvzZYbOZJtbQc4AATAoaqkbmkfOzfn/d/rt713t6TiPBSJ/6JsJb5cdI9MgGS1uoUwg2HKjIzRfS13j4iM1I5NmexoEUP+rsTyumzXUrqI6OSL17GSa+5Ma3m6HSNxbHlfezm5/FZGFY+g8LyPj4+7fCg/1+t1p7e53wodHttidd7zV5c1W3m6M2IxNrETNOE0oG9ubrrdym9ubroNUDysPCI64h3R92xQmEjBuXCiYCNBm0y+r6fheu3T09M4OzuL1WrVEW+e51mlDCip/g7qfDJmFjGCROZBsMH28EHuAI8TwcG4g1PWtRIgFXhyUBwRvc8sA6MDMrLEdnSi7/1IkKjENsrydKGckVmmFnkcEixebv7eElKVoakqT0vYOUDw8jhQ57zRvDo5OekRBm5wpXc+171EWbtkY4K/kxw9PT3F7e1tRERP4eh6jqeqzb0tsrKMuX7blLV/67P/titIdgOKwqC1/vbo6Ki3TpreCc579nFmINS4kJeXhkwu21HomggOl+pE9Ncbcuw62MiWHzmhoSwi4c7mEGWXr+X1kEmGZLPMItyaH6yrezoZksz1lb7JVqZTOM80B/iegXPpXh35pqgF9Tn3QtFc4s7y+l+EW8mN3iynj1cHrt5/bnipdBvlvzahktHHdSjzUnJjIk8aUX3Ul1xSozLKWCSDBAk7jzIUqeemrIzuGDI6kwSqTd8ztWTkXy1VhHsM0fD7PV8aYiJeb6xFncU5q30rspBsyQHHjnyu3h3zzWaz3rMpj2j4U1kzWeP41eerzzuRbY/+0DUZ1nFcyd+8jVnXrH/cIUN579zk6uqqcxo8Pz93+pKbZWbjgPrG20LJnQnE934/dZd0j5Y9MQpL8o99x7pKZukZclAx38lkEvP5vIvwXS6XnTEy88yPkRkVpv8rypudPN0VeHVAkF2jQSRFptBynRkr5UYgHfHau+0KmODErUqZN4b3SvisVquOZJ+dncXFxUWsVqsuxEIK0ie9l8Wf4dfwO4WVXr5bu4M91YPWK5/Uer4moNqHidZQAqb1ev1KoDj4GUO6KSj4O++jYYC7wNM77+3mxha1Y6YgaIWsAHYlAFxIZIKjIust0p0p5Gws0cCS/Z89pwJmHCPVtRk5J4DQ2BfxJummV4kkxIGI1y8zYGWkWwpCpIu7EUte8H6NeVewQymbq1Vb75IywLArgK7G0RB4Z/vKcq85yP5j6Hgm81wu8UXPKEPZZ7NZSbiz6CEfo3xG5t0RSXTjqssOkm89g7JE4ywDkx56yF22dR9BznQ67cLNnZiJ7JHEso/U7m6QVDkFxH2eqDxOtrmz983NTRdZ5h4TrmOkcYY6OaK/B0MFlCmvWfaWTMtIt1/Dftb1khknJycpOeE7SRDDMF2P6Jx3tivnkO8eTdLN/haGIOl2cJzNV/88NMffmj46/3+3RL1f4VqXjxXhpgFLY016kC83Imcyl+9ZZI0bFb0+jFLj/GHUhhMslYH63GV/hb9pQOUzfL23t2Glj1tYyO+tsA9ljDArjaaKuNX9j4+PMZvNeiHnlNPE9VWinObYcLzF9mbZ/DsNpVUYuMpDHqByPD4+dv2uMck9X2Q8d+dd1t5DaRss9p+atj6ne1uBnAkNruW+u7vrncedebg9TEIDVAOXAs1JWsuars8CnyLdCidfrVbdekMpSE7SFhny+vv3zANBwi0g55NM91Bgep1ZNwpvXkdhn3mC3YLHyU/A6cqGgDhTEMxH99LKKcFLge/edn8uy00rMcdJRp55H+ufEWxPFSHPvvs4qMAVx5VbKX0ejU1jSWPVDvrsRhkv58HBQTduXThHbNZw+Tjx8pFsZ21HMqR0fHwcj4+P3XcpDR09NdT2rbnr3z9KYWQAotXPrbL43MjGjoNA9aHP2axszJPzml5hRh4xdJdrnH0DII0x6plqLmVGSNcFmYwk2RZhraKSOFYJcqoX+8XB4+HhYe+IH66bdFJKeehtz7JKvlMPqg8l31lvermle2Xspsee5HoymfT2L5GnhO3PMev94GOZ+sh1oOtn6v6WDs30f2ZoZVL+BKn0Ous537596yIWWG89wz2D7unWZ9/VPtvvJStnloZkwz69T8qwgMsJfub4dX2jMSoDlqIoV6tVJxc4NiKi912yil5YeSyVv0iixp0bMVkezlGOY5JwejUjXjsB2AZsi4x4ewi0ZNZ0Oi03VWNyDJB99uu9nFm/uG6kbqH3V+UVPqeBbkyUimPDrN28j6oysn1dD2Z6i3htMpl0Y0qGDo4BjbnlctlF+2pJLQl7hWG9Tl7vfdoyvJwDd9sGVMdLid3e3sb19XX885//7DZPkxVeAIbgieDMPRICGwRuVeIk0bsmkG+exg1+6Imhh6SqqwvgCsC5t47rAXVdRlTYLhzQmYeYE877Misf68g83MOUkW6CUBcMbkAgIeM6RgkDKgKVgc91cjqWlLYItQM+vrNdXZlmnz1/Vxb+ngFV/SZlVSkmtXWWN62omRIeEowC96x3xMbLpfmn9duynNLoQWWm8aX+1JwlSOBL90ZEb/MQjYXpdBrX19edQoyI7pQBz/OtxPlHgt0WuKGCa9WnpbApO6WMW/XLnsO57IY4EhsPt3V5rjJkoWscly1jDff88M2s2F6UYwR/XkdvN0Zy0LskQMny8vqI6JEzhdtrPTvbTJ4fzS22g4Ng1onGU8lPkW/KMBFJ1YPnWRMYq97V2FA9SRzpNa7ISqYnXGeovBor1F8cIxwn3ueUTQ6MmT/LTH3KcSK8cn9//0r/eB4sg3u9RYa40RVJd9a3VcpkQ0smjMUq+9RPlT5yvMF2dA8zx61w5qdPn+Lz58+dsykieoabyeR7iK82BxVJUpi5e8QjvjsvRLq1s3mFV9jnPmcojzN5KJ2r35gyfcNN36Sf5WA5PDx8dUJRK1UYr0W8eZ/XR++Zl57/u/dbES5ZVJXa1TFX1Z6ZA6+aiz7ns99JxDNDODePZrnU//P5PE5PT7tjkhlaXmFET2x3fa/a4a+WtvJ0K20LXjlZBcpvbm7it99+i99//z2urq7i7u6ut1uqBoGTXoIRAkdf/0YhQ2LgoTN6JxjirrN+/MLQhGhNCreecQMbhbG4F7kS7M/Pzx3IdMDKfqr6UEDNSTMBztPT0ysDhwSojCMU+uwTlr8i4ARMJGASyAp3Vf0oRHSf3oeEv7eLC0jmlwmkTGDws1+ftT+BUmU1plKkcqfnqkXEmH+VbwYghgRiVjftqMq55WPRLbHe70qco57UVpwbUn739/cREd3RV8/Pz3F0dNR5EhSy21JmbLc/c/L5G9GXxQ4y9M55qLnH+UnyMHa8V89hvkyUtU7UsvmSPTNLGmvyDtNq72CSbUcDIAmrjz+2F4m0ZDWP1mJ5GbWkeSsSOZ/Pe8SX7UWPaia31Jaqh+Y0QThlqOrqYI/h5AKTTrpVHuXHMUdPmPdpte8JdQxDIz2iS3XUkhUBPo5VjXc3HjGcO/Mmu2fHiXlmoPn27Vssl8vejv0Esk6s9M4IuWo9P8vyVkC6DSar7o/YHt/9JybXCZls8uSy0NtROFUbS3769Cmur6+7+T6ZbM7qXq/Xr5wOmrfT6bTDjhpbmlMMNda1EflJIVm9hrCA6kPcp3szUubzXXJNdfCotVYbu/7LOEl2XYYPeU+lV6mviKvcYSD5yLpXeWbtmWFBXk/ZksndzKAquc/21ViR4cP/0/hbLBZxfn4enz596jCU44Nt8FKly/+q8mWnI8O2TRpYGqgimVpTJgsyQRAtz+4ZUWdxsNJT6oOV4KtSyFx/2Ar/yupWEWP+74STGyAoXIiTxPPibxHRraFT3iLgmbDUBCSBJrHjdz5LII5g+tu372egq7wkwFm5vf8JlOiZpZJiGfS/BD13nmVqCemsf1wQVOS5UlB87hAxYXlUR7dSU1hTsPEa3uPtxXb29pbApgXevSuZlyUDDRw3GnPe3zTQcL462dG18qK5J8+T7pdnTiGy+k+Gs+vr696+EBkJ3DX9qxUFFfjQNS05RKJDOZoREAdUPub5vGyes7x+H2UPSUwlV7O+ZJn1OfN4Zs/lMppq7GWy1D3f3KE/IrpxyhM4aByoZI7GsAgn2zOrN+VF1i/UuyS6BOkk3+4ZUV04TrzNfZxk+pLjz2VUK1SdgNZlEfNlmTyyguTFX9y8z0mD8pYc4+Zs1EM+PtSnfH41j/z+atxVyccE22hsGiNT/srJ59kYXVLhDIaX//zzz/Ht27fO6cSjGzMDEGWVosoUCaJn6FrhSv5WzUvNPceF1RjNxpgb/LjHivKj7CGWcSLmefM7dQr/99+YN3GPyprl7XJEy4B0j+SR8qcezeSet60TauWT1YnlUJRDxMYIymgZGVdeXl56+0G5g0rySEnXCjvpVJGzs7P45Zdf4ueff47T09Pe0tqszR0H+Gdek/XvXy292+7lFemhsuVmD/JsuyeAhNvXubhVh4Qh220xy4sbmpCoZxZw93pkJE7fnXBmL01QHs9CT4l7PZTc6y1BonZ344ALKV3nXmkXECqj8qCHmmGUIt0ZAeZ3F1RV0jNURpVBglughUYL9T0BOsEZv+s6JYKeioBXL7+OeQ8JEz4vex9KlRGBhhH3zDkoZ/npleLYz/rUx7yDbCqjDIyrnAL3jGLgPOe17hEjMfC1pzLm3d/fx+3tbS9qhGDC+3yon35kqsbAWwwGTnbUTty9Wht/yego2epeFvcWZrKGL45Bl5dcQiKjoRuCWvlk41B95vKcdfHyqq9Fhh0Y0WtMo5DKxrZ0feCeHMmwiI1M8znsxgLukeDeqkoeEAwqKun+/r6ncz2qStfKmKq2lK50Y1k1Rqmj/DeS7apPeY/qSZ1fkW7mlfUjx4mH0bqXORsjIkxebm8DytzMaF+BcJYzSxmwrZKD4bHXZZjgrw6QW+POrxtqK2JRhfAqkuPy8jJub287fOiEjZuTRrwma3z+er2JZNHY49IbJt3PZzkeqe7xNlH9aGznuB+amxWnaGFMT9Uz/HMLc1Fn+AkNLBPxifBPlX9mgM4wt5dVek2kOuMqxM3CQNyIWXWJiLi/v+/KxhNKDg8P4+TkJM7OzuLz58/x5cuXOD097Y4La/WPt//Y/v2rpjed0101IhudipBrIm5vb3s7A8qSLIBDL3d2rAafzZ1ySfCk+LjBiTbzcW92i2Sp/LQCsn6u8DMAQHBD0l1tXqOJIZDmzyUA9np4uSislfcYckVviIAlw3pb63Ak6Gntz8L0HWRJAKkt3FCQeWLorWDZmbh2mAAsI1gtQj1m/LcSLNgcfAAA9Z9JREFU69wS/A5AHbCqbVwxs884Dp1wk3Szf2hscgDGdnVlL3LS8hhp3PNcaM17vTKFxDBU33SFERqcW066WY8xhLv6760pyz8jG54ykK/8xoBrtSWNEzo1QsTOd9emwtazGVFDw5eXhfPbSZaDNG5Kw/GnMU0jEmWOy+lMflM+Zp4egUwt1yGA0jvBsgx+bE/tReJyn+GUKp/GoodIq36TyaSn72gYruaV6x7NAxlVGFEm8i3dy/klGU9j53Q67clcB7T8je9Z+fwaJ9ocrxzf1Bf6jffSU+7GOrV5NmYIYCtgSGwgcJrNVS8Ly+66PPuvmkf8vUoZARxKbE//PDaP//REbODvnjLZnI3tyWTSRUycnJx0y/S4vEMyRUYyGZLv7u46mUSilhl3KJ/oKWVZff5x/FG2Ow7IsJLmB6N5MnJIEplFp3r5xvRLhsF17xiHD98pG1RGeZL1zJYM87HhY8BxakTfMRYRr/SUy3s+1+U3DaosE6OW7u7uOj7myxrm83m3a7mW2tL4PiQXMnxTybW/atrJ0+0NVzWkK0aSbp7FHfH6LGUnaj4hlegdEcBiPh5ulnnP9YwqVUTOr3Fg4l5HD0fk2ptKUbuy9jaiUPP7/KX7OLlpTKBHnWUm4RZgFzirBKTCc56fn3s7cmbCkvfwd4FhJQIq1VXf9TkT3t5u3gZ+7RAxe4/kioNlcJDKiAMnMCQjJJkEylUbUPExbInt6+WrgATHLYW87vNyKg+Gma3X654ccELC8al7fV8DzjmSHr3G9qsrj/dWGBX53jaP1ncmema1tOf6+jqur6870v309NQRb3lg5PnODFZZe7rMd08qvaiU2TKKEYQROFKOVjJD5XPPMEEfy6h2UR4CimxLGSfd0Kd8PBKDoIjzlnND8/Pp6ekVAZRBU0YoeqxaxJvP9KgPkm7fP4RtybnD37wurtfYLy7XXZY5KB4a35TP/M5nZVEX/jzpiEx++fhl/+uzy7TsPtWZhkAnQZRdMlRW8n8M2R6qy1iZ9SN03r9zIm5o4Qolb0/iDS5znM/n8fj42BmcRbg1b6+uruLq6qpzUklPKy/iWTo0XA5n5XN9XhmpvJ6sP8mYPrsBn5sMKu/KmcY5kOG4yuBB2dRqf95TtQPlLCNiXAZmuJpjJMNJjtG9zN6uXl5iKG7kSSee5Df1q+pBXaXoLPKf4+Pj7khPHhXG8VP1QYZpvV32xPuNnu4sZQqE5E0WPK1hycLtmOhZYL4qCyc6hYtbrytrSzYInIDx+VmbeF0dmAjc0PuWkW2CLycjbrnaZhA7wGRZ3WvK3zm5Nanpnc88IBRcukbeM3mTWC5NUu+fKiyPwor197ooDwHp9XrdEUpvMxof/D0TJuz3lgCqUqW4vV2ccPp4ysBvRm6rsSvlL2u4vjvA5xjyumXEdMy4dOLTAjL+kgJnOyrSRQo+M0Rk/flnSNm4GnNP9jlLBF9StiLdl5eXHeHVPGfkAZfkOLlyEKH/1OaSFR7O7ATZN8vUGIyIXp6M3tD9vC4iemM382JmxI9y0ceayxklGr6Y3ChAWaZxm80t1lEGam6W5MZhloWygPJaXu7r6+vuOE4/kpLt6NFi6pvMK++gj0uAqvlP4sF2d3BIoMvrK1DLMZQtM2P76n5GfzmobM0jb3vm74aG7D4f+5JVrj91X1WmLH9PQ3pmn8YlxyZZvzjZ0G+eD/EN9yvSvb4cRI4O4RjNURlHudlv5tVt6X8vV1bmLL+qXTi/3SEk7CX5X8nB7L367ITZf3fOkvVZRY6dQ2TJr1N9qnbMdPZQXfndcaAvU5X80TjwDaMjonevooyFDcR1fD+MoXZQfYYwXNUWf7W0E+n2RswEjn6XQmK4G0GAlJ8GLJUXPXZUtCRq8qiqbLLcsMwEWRp0fFYmdFzBOtih8CWYI7glQaJ3mxNHdWWINIkD21X1cGHl7a22Y99pQvFaWv8jNmvHCa4z0OwecYY105NFAM8N7FiOyWTSs97yu5fXwTLLoLbwekuIcG2OAzcSMr30bC+DAyf/PZsXfi3L57854ZaAdCDunj/1FQGmKxS3qGZLOHjcVzbXqVwyxZ2Nycy7yfbJiJKX2ZU666U5o81AtLkMx608tpQfVV9Usuy9UjZW/Pn+7ExJVYrQZSXHxMPDQ1xdXcXl5WV8/fo1Li8vO9KkI6w0X3jG8MnJSY+M6x4+T20uwq3oGEb1OGmeTDbnhmocMqRN9eM84PjlGFKelKFcdqO28L0oONf5yvrG5SPHtM9jhlTS63N4eNg7+5SkjzqKOoRzTvKJ7e5r9eklu76+7vY54Fo/ld+XD+izE3E9i8cREXSqT0QqlIePRx+7mpuqh+avSDLL44YHYgC1qdqZbao2ZN+IyHh/VykD7z7PqBsrYMklGqyXypLJnha+2ia1rm+VeZ82KeuLbExUct51nvAjo1O4/HI6ncZisYjpdNqF/56ensbp6Wksl8tXIcAsA5/L52V42udBho1Yh6r+LvMk12modBzg8oHt5v+7XnPMzvI4Lhka37y+muesX7VZ5xh9TQdP1ZbE89SxjDplxLDktRudmYc7yyKiG2sRryMVtmm/oTbdpx1Id5UqheCA7+7urhMoJNROat3zyndXwvRssrzuIaeV3q03GQHi75ngzOpMT0/muSBBJXhU+SWknBSqTWhVYx194maCzPuK3ne2Ocm3h3dmQo915ToRhY1ql029q+wEGQQgFBismwtleqjc60ThqN+Pjo56fUnQLgCWjQECx0wg8r8h4OLX8jfW0T18jDTgWMrGk/ouqwvbU6Ba+XNtrStolVO/Z+c2uqLzfnHF7sqea7yUVA/3TKn8bk2fzWZdv3pEhivOVv/86FSVx8eV3rM2r+7nHH14eIjr6+uOkF1dXXXA7vHxsUe6NR5ms1k8PDzEbDbrhZ25l4Lr6X3vBwIuB0e0xh8fH3eGE1rbaYDVfbqHZaAczcLVfa44yPI8q7ZkfTiGvXx691M4WsubvM/UP5U3y6NgtGeKwsr17nsckGirzCLdPi8zTwnrRrmgtvQlCZx/ToAVekrSHdE3sDk51bsbDokniCM83L+11t9TBt4d+Gf6NsMVbkhk/SsZ5brNv/N5mS7aVqYN6bG/SnJ9MEY/DF3jMke6isfHcmfpw8PDWK1WcXh4GIvFIk5OTmK1WsVyuewdbevjmDJO706iHE9z7hAnMo3BOE686fRYr9e9aCY+i58dE1WE2/FvRbiHyp5hfG9TtlGGxbNnOw7lMyQLqUuGdI87wxQJof6VDnccJtntY4/5qo4Z/tsl7WXI67T1kWFjGjGbLLTGKxSCg0yWaRHBinTTa0ah4h4BghMKD+YznW6OjMks3Q4UHNwxfydL7qkgKfU8X15eXlm/vRycuE5eVDcvD393Aex1dsLtk9HXs3ASe7ghw7wzYUGQxlAYWt5YFw9rzfqCBDxiQ9ZaSsg9HVzq4FEGWarATQZ8hvLxvsuIN5do0OvtICzLl+1C4OtzQ7+7t9sND5kCyZScJ7Wtyufgly+OH5ZDzyPZdlJCEEPvXjWHx6T3BKJD+XCsVmOnRbT1rvkjoiQSxpdIHUkPjTAy8NB7TeNMxMYTzZA3nms8pj2m02nXV/SqSzYyH5I6jmMSGR+/GTHKgJaTK7Wlyzs35lA2SraQeHK8ZmBQ765D5CUiaOLYoCyuIpPceKqk/uOc9/J6tIDGycHBwSv99vz83BH3rI1ZV293to+MbNT3XHpAjzZJN+VURPTkJ+eD2pg6yPuDILSSbTQGue5yTKH/qevW63VXL+KXjHiPSdvonW3y26fcYM7/lDJ86NcwcQ5zCY6MWFwTfXJy0h3ttFgsehsDuxE0WwLjetRJt7+ycmeyqzI8kQjq88vLy6tlIJmMcPztspH4oErED5rvLWxHbM1IQMlNX4s+5HhgW3u51Mdu5GilTNew/7QzvhtKJU9p3GM7ZOXeNbkuztrnr5ze/ZzuinC7l0MTUEqHnk0NDIYU0nOnycNnODHTM3wAKV/+rsHvA0+fvX6u1Pl8gg8KB/+cEUC9M6zOhWZmVcsAWyWMeB/Jj5Np9mFWBwI4hs7rxbaRUUHvBHPyPtOjxfsyL3uVsvaIiFdHcOizhxjSCjykWD2xP0nusjL6HKk+O6CmJVyExs8BrsYux6sbaKiM2Pfu9XNrbaZQMrJCAOn3SA448dZ1GWGrCD7Hq7ys8tRq3NJwlfXfmPH1nmkIrLE8LKMrS09sCy7toYfbdy8X2aVHVtED2tyL62a9j/UsRvfQqEnyxnKybyRPZrNZjyi5x5NGSuWh7+4JzTyZDjSG+oVGU24qqbA8zk2Vm6CN5efcnkwmnQE4M2i6cVPXqh0yAFYBbbY325Lzm23ohjCScpfPlP3ZaRIRfcMedQrlkZ6j/ifpJrlm2DujBii79RyR+EwnZ/OG9aNcdyO1xgX1E6/1dmeba8nGYrGIiOi1te+Q/qOB6r/imX/2NES4M9nNd/89++w4zwm3lk8pxFwbXmXnKDNCLMPeNE5xXPpcz2RnhaspfzS3HOPJ490yQGbYwR1A2RyuyLsb2x07Z7KSslv3SJZUETJZO7nhInteZgCpvis57lJf8Uhk9S91C2VLRHQ6mv2+C+lmX7EdK6z2V05bk+4xAjkbOD65CcA0MWWZ0QBh2KNPnuyZLlyqa0i8I/phxiQGGQB20kRhk3kVXMlnZSRopLWb90b0BYKXLbMAklDpfn5XWzsIysqWAUL3cPDFPufvJFgi4pPJpPOoScGorhoHDsy8jzIBqPqrniQEJBeqZ0YKt03edkOkaOyLc8KPxaKCUzvQe+MAoEUsOWaczCtVoJL/Zy8nQ8o72/AjayvmX7WjiNH9/X3c3Nx03oGnp6feMVhUDtnz3itVebHdWoQwk5/VfXwegYra4/b2tlvPfX193Xm65dXWnGbY89HRUTw8PHTAzgGHz3N6/SjvtTuvyy+XGW605D3UFxEbq71kOfvUDWn6vZqPLZ1Ggql5xzBQeva1xi4iejLOvZuUkSqv6wtvz8woGtE3bmYglGDa9Z/mg65juznp9r7L5Lt7oChHXE+yzNRxDHGncUVknMseXJ+4UUDjfzqd9pY/uV7mvKHOy+Yv6+cbBLKNKCOJT7iM4uHhoRvLanOB4G2xVvafy+cx+e3BcZ7GEu6xyecdiR5xGg1LvsklDU4Rrz2hws96hstK1YGy0SM7XPdXxJbvupY6nVEcmYzmXGEZHc86ztWzsn7JsExLJ7vMVJ+oHDSMZRgow6BufNS1nqprHAcS13q5HRdXMpb1kpxtbZ5W6c5WnXhv9vtfNe3s6a7Aon/mQOKgkAARyHPviaxKLUCaDfqKeDs4VOK9HurBSe+CKiNEFbHOJmI1IB08eV1IoJ18uEea9SV4ZcrK7s8W4MzWqrvVkfd4Wwl8KkyHoFwT/vDwsHeUDp/D/hFg1P1DBhl6iJh0b+aJyvJxcJ8BG17Lz06AM6HaerEuJDnK34GafmNfRGzWRGdGBgeHbGPdw3szhexEm/1KcKB8XUkoVeCY/ZDN5+fn57i/v++8SYyWkYGtlTJw9Z5pmzGkd5cn/C+TIXrRO6udrHmElNb6SgFHbE6MODg46PZhIBkneMrkn8t7ARTfB8DHtO7VmGS/6Xnu5fW8WqmaT9l/2Rij/OO7GyAV6aO8NY9a41Xh2g4qM6OtZJ3Gsus9tktmoGQe+o3Al0TbCXc1Nh10V3LLDbduoFXZXU9NJv0N97jngEfKeB1VroODg05eev9xHFPnZeOC9fB9TByUuxFAY/jw8LCLitDRUfP5PPVM+hge+sw24++7gt1MxvxVk+u9qm2GyLjGioxHi8Uilstl3N7edkZQl6NOiKp8ZQzysa3yvry8dJ7QimB7/mMcES5THas66XZvPttUeWRyxY2PfAbLTVng/eJYzuuqOcq6SJ54JMBQe3ii8dFlfJaH/sv2qGG9eL2eQycE24tyluNQ+6lkxJvtV9XVx2w1nv7K6d3Dy5l8UNCi4hvl+AZOEdEjX1SsHsrFznVwQ3IWsTmLUPdyILKsmtwsjxO7DBCxXA5SpHCzCZN5r/m/ly9LTrAqsJ4JC7ajvAKqH0Gme1kFTJgHvWAZCBNYVFkF7gVE1E8qh/qbXlHlwz5qEW/1FyMIWt4M7wveu4sA8WdkYC77X2Vxy6vax5W7Az+Cc+YrEOpgnCBR+WXE2ttIiXNYG2/5Zm++p4Oe7R4nKQ3vKydErlwVDcDdswnuW6lSKu+hPLYh8xUZ1G9uYHEAzvbTPgBcx61jG7nzKfecmEwmPSKYjRnKBzeKaPzJuJYZZLI66zkEi+xztaMDNIINjg0f0wQ5PvZUl4jNaRKV0afVx9lczMpKz8N02j9DtTJm8qX7s3INtbXKw/+dZLPMeo7LEiU3yrG9pWepS6Q/vC1ZZya2Y+WFYbkzTzH1tC+ByAwclFv+7nXROOMac0ZncExHfNd52gBpPp/HarXqlsPwuoy4eV+PkSkuw/23fapTS25n5HpIzmusMmJjuVzGarXqThngZoLsbze0EQeoDJxfHhWzXq9jNpvFer3uDK3EgsonG3fZOOS7X+e4jPLKjQjEMrpGeVfGR9cLrmdc9lNmVh5vzg06HVg2ku7WHMownfLLooMYLePGQ+9T4idvNxpctLHmw8ND53Rgm4iTcbmLlu14BALbJsMbjhnH6Py/Ytp5I7WsAYeEjcKq1MECHyTVJAtcs6XwPV+fpee650UDTMrTJxnD/Rwo+MR1pc5JnoWo0ZtHDw0NBpyAEfFqkul+/le1u35nO+h+lZFlYzi98qeA0vO5Vpvnc4t4sy40MqjdKDBUrsxAIQDCPlReEh66TgpDfcu+opDwtSlsw8qymAkHAnd/nhPUzOo5RIwcRFcCTONH0SGKFtD45vgk+HPF4OPO60syonHrBLlKLKusxL5mUe1E4k2CKBni4JZKiYqJmzbJSDOZTHrHariicmXdqo8TmR+ZKpLFsnGc+L1qMxHur1+/duu4r66u4u7u7tX+C27Q5JyOiE6uTiaTUhZorEb0j0J0QsdUzT3+7/WkPOEyCyWVg8YY7oPg3nKNUdbDARHbhnWiMYzPz8IQqXM8P5EuH7PZmCCIHTJO+L3e7qyHl1NtwXsor6o+5DUCf+wDRulU/a7EOlKHeL28Xb29fP8RP1GE/U3PEuVIto5dJEZrbOlYkD70MHRFkMxmszg7O+tOBsg8WWNSRSJ87jhB9O/7lKcK+3r7DekWyhtFfGpH8pubm3h4eOjJITcKRUTv2D6NbT3TPaJuEHt+fo6Tk5NeWVzG6L2qSza/sjbyfB0/ZXLf8a9jycxwyrbP+iLTpWPHPnF1pcvYHl72Vj1c1ns9VN5s3ySWh4kyNzuukzh/Op32xt/JyUm3JnzIsJDpE7ZZ1rd7+fLBnm4mEgeFh5FQEUTL662JwQEuwE4rke5X4sRyT7YGgYeDcfBkAoQWfhcQBHvZWtqIDbF18K88+NyxpKBqYwoUApXqepaPbeGebQdMtBqS3GZCppqYArYSPiqzyBT72HenZf8oHwf8+t/TkMDIrs9+qxRxdi8FtCuATEizbgT2AmsyJnHM0QpLEJ0ptWxMeF293i0hTDChus3n896c07ybTCadp8fLRGBNpcRxTGLgSQDX13Bm43DbefZRSsPHYzZGXClnciIjGY+Pj93Zr9q9/Pr6utsrQ31Gcsn8+B+TrO883iZis4abS0iqOqs+JL2U9Q7MPErGxwoTjYuUZxqHmjeaR3rn/QzRVHlluORLmwXpf7WD2sKXVbBd9Fz3flD2uaxyWU05UhHOzOjkbU+AmY0vjj32nfeXns/oFkaekHQTxCpPJcp7ygYHzz5fWGcHuiTNmZx5eemv1fYN8wh82Udci656qPzuVV+v1538u76+juvr61gul/Hw8BAnJydbGwhb84xtugfA75MyUsn/KHeq/yQ3FF5+dnbWRSG5vvTlfBEbzMa9aSKiN7Yd33779q0j3BVpi8jlC8uv+1sGfOXDOo8dx9k8doOXysh51sqTZfXr/V6Xt24oqAwGvN/lVSaHXI5I3wq3kccoYs1PBaFuoSxk3q4z9b/I9WKxiNPT025zvizEPBvP3sZOtsf0+V8tbUW639J4JAEi3VJulTU/u9fXx/k17ORqIlWKm5NY1yvxv0yQSohmg1P3iky6tzsjXk4sq0SyS7LN76wLf/Mwk5ag4xFVbrH3F62CbHsKcu8fF7bywFHxZN5KtjHb3svQelY2nnZNuygVfc/q5sKMc4Fj1Uk16+ZLF9Q2vm7S61+RH38uxw+Jv/IkQXaS7CSP1xEgO2lWWcaAbm/L9+jnXZL3vX/267L/x8gEXaf5q6PC7u7uus3Urq+vO7LHJRsROenJgA3bOSPrGdCQYYz1lOzU86QjuF6Xm7jpPkYzZW3lMoFyjGRGspJlZYQHy0rjl6JuIqJHvpUP50+2lIPlraI6dG02HhzMab64gdTJovKmLFY/EICzjXhNNn+ycaHPz8/PvXPbeYwfnys5RQLOPuRzXC5JR2Rz3V/8n+XPAKK3L73hmR7y/LxtOBcivo8nzcvb29tR67qrVF07RicRJ+xB8sck4qWI7/3CEyJEvo+Pj3u42Mef8qFxm+Nf3/X56empez7lmGR/5RTRPS5H+R/fs/FOZ47jU7ZFNj9df1CHSHYI34xt/6rM/C27ninDRC18qf4gHuF3ym6XxxHRGc55aoYb8IZkURbtoCRP93K57BHuVr28nfx53i57mbJJo0n3WxqNpJQbqEl40HMqQCRAwFAKgiQHDARDvh6BiQLq+XlzpuhQ2T0ffmdYYgXyOeF8slERZ8TUB35GfNQGFOz+coFMQkbhR8sbwRstbAQNmZUx++4kzr2y1STPPlcCQHm5BbYSqGoLAW0XXFVbusDNxkiVvC7ZeMiIjFJFuKkgaQVdr9eviLfXj/moHVVPkp7KuMVx6e1GY5Xm9uHhYQfAOS+8XZzUcV64DPA6Ebxn16nMmZKs7tkmDd2fgYyqHJU8aOXrFnKB+69fv8bl5WWs1+ve0UuSPZSfJMAMlXYwRnDl15AMqv9J7ngP18RqGVJ2LA5BqRN5gjK2Cb2NEZt5RANRRdZIDHUWKr+7cciBrD+H10VEb/085XMltyaTTRQTyTXJrfpcL3prI6Kn+1yG8fmcI3puldyILNCvMeik29vWx5+emXnd/BqfF5mRjuNVslFjxyOjqCPVN4pooHxRv8qZ4DtLq6yK5FJ/a77c39/H1dVVLBaLWCwWnc7VfHsvOZRhIU97cDycnIBqDHvK/udn5UN5N5/P4/j4OO7u7rr5zOgczsmHh4fuGRqXjjU1p5ykqQzuzWS5vA5VPas2UtIYZiTIWP3MZ5NwV2M6e36Wr+OUzLjHNmDdh3Ary0CZ5YQ7y9frR6O5oiDu7+9fLZWiTOYyXeVPA03EJopL4261WsVisXi1F8VQnwxh5bF98ldKO4WXb9t46gB6A+glEHDQwNcGag5OMvDJvKuzfjNlQ28GLWXZgPHfMqKicmWeguzlIE2Ja5WVP/NU8gnvAM+FiANKkjO/zsNGuT6WQkH38FnMKwPXBDxVn1VjyJNPepWFIZlu4cvud2uhg90MsPnYyoirnlElf6YbYIbK4pEfylN9mrWBK5vMYuveTT3HvVGVsqHxh/eqrgSqBAQOdrM2Yjtkyecor/M5MKSY3zNVZI6/t94zBTYkhzmXRcR0Vvft7W1MJt/3zZCyj4jenKS8FjF3OaG+JPH160j+I+LVOOKGf9q3QMRWQJTWd9aPpJ7yKPMAyKircURQ1OozzgV5pVRPruXOjGZZBADneAa4nJB7eVTHiP7GY05u9XIPiaKIBPirunPOZXKUctDHHOupcvFoNd+0zwm3n9/LyAMSdZdZLKPLTT5DedHbJxLsIf3eDlx2wH7SmBXxVl2Ul88JrXNnBMrZ2VmnZzNgPib5ePY5U+nCXQjMXzkRd3n/ZnK8wpTT6bQz0sjjrTFGRwfHAnFbJm8pu+gVdmcJTw1yZxbzGBqHrd/X601UHcuq+ajkz2VbZsY8vzYrS4YBsvtaZNHbInMeZZwgy8v1kpfZ9ZS83DpxRBvtVWu1qVfZ5o6nJL+Oj4+7nfOH1nJXGCZr+1Yb/NXTu6zppvDJQK8Eg7wq3lkaBBGvB2Xm4aqeUb2cJFFQkRQIbPqk5edqYvrg03f33lF4TSabDVZ4XjS95pUXmWVgWwno+Bog975U3grdL4AuzwQ3wVHKrGEEYev1uncWdwasWD/WmfXyevt3XuNWyCz0KCOX3m/bJvVpSzFlhMsVSgbevQ04VmXNdAs2x4M2HyTRpWAmwK3mD+dJNge8LzjOdN3z83PM5/Ne+ZS/FAiJkxtiWnOxpSxdWbf6eOj/t6QMTPjvntiuVTsMPZNjKiOCmpvc/InEm6HdKovGFYk5yRDHS9YGknPqX12r5/M8Wnm5mRfDuBVmzk312MYqL8eAG58iNiTax5PmG5+ZgWj+RyOSz2eGeascmZyugJk+U49kz2G0kufP8rINpYepP9gOPi5ZJgfGrCvD3FkmlsW92ewL1/8ac4xWc5zgZeW4VH15PaM9MvzATVwz4wjPUfaoEI5BruWMiF6EQka4NZZ3Ba+umyqiMkSs9ima7Tjmu49LjkkZG3UWfUT05rHu0X2ux3W93jl2KJck/zSmKYN93DPPTA9V48Xllp4pA2WGu4j/MmLnsjHD4JIlKj/xR0TfIaXncexXujjDFxX+IIZXObxuWf2F2yUbuaeSloRp81OubY/oRyyonVnnrJ1fXr6fnKBdyzXuWoS7SqxPhlP2aZN23r3cv7eEuYSCLMH8nWCOO2Q7KfRO9Y7NJgyJF61AerYsO1SSGVAcagM938ujMvA7J/pkMukmDTfFclCXgWwnpmw3hp74WsGK5BGcywIvwk3S/fLS37iDllEHqvROUFFkoFzPdaLFvN3C6M/Td/WprHZZ32nsZSHTlbCgUFfdvH+reTBEsrmW0/uFSkbjQ3siCJzqHn+W2pb1d9LOecHrCHBdyVeC1ZUPrawyuPFand9Ny62OjVMeDkApU/w8XN5Hglm1aVWHjyTeTr6z5ETD/2uNU8+Xc0aeWp0WoDOCF4tFnJycdF5lEm2fqwQVBFF8VkbiGbrm8tjLSMLN4yTZLi639HyGaqvfHWxpXHNs8/m+M3DmsZbc5Xef55S/fBe5UlgoiWPL6MaxrnaTHKI8G0p8FusgeUnvGvuesptAz+us/vHNDDM56N9ZRsofbxufOz4vfFyRqBP4UofpuTKEa32tjj6knHa9qvmULcOQjKNOpYGDQJpeKbaDz+ttkhNv/s7226c8ZfLYdZ0SZXwlw5kvjXpa1z2bzV5hi4h+dA0NlJIjmhuM6KEclLxUvj63WVafI/6byuP1zcaU49as/TI5UMlEzz+bF1kUp5N6klOXKxmp9r7PdDHbxvv96emp93zJb+kEYW2FkMsgd3V1FV+/fu0iH6j3ptNpb7kTI2xaaTKZxGKxiPPz81itVl2Ehd9L2cE+UR5Ve/mz9ul7+rA13a7wJFAi+p4DgT8B8IeHh5hMJq9CTr0cJHRK2aSRoqVnW+86vowb9ji41HtFpPS+zSAj0Kn+V74UMJUFilYxhaPQq0CBS9BAD4QDw4eHh7i9ve0du/Ty8j0UX4rBBS7b162kJLVOcFUHARcn2D6ZNX4cLLO/CfC9Xwi4SSyy9mU/S0A68WZ9q3tbhJsRCSSK/mLdI6LbGdwBvcaX7qOVXH3h3sys/C3izfz8Wv7HPuV41rUi3RyzDgodhKodGArlbU6gQbCcgXWv80cRbpavkilelmw8Zsq/SiRjXCctYqozgpfLZSwWiy6km7KQ89AJrwwpHu7IfQBEXpx0Z/OauoFewyy0nB4izg+tsebccoKusUeQ4hu20RNKOcx5S9Dkc5tkSmDKDcvHx8cxmUx6XnTm554dtrHaQWU6Pj7ujhJi+2ZzV/cQgGfeeSUdfeUGU849tonyp+E3G/euP/iu8Uv55WTd54QbbAVw1ZcaW9nz1FYcK64X2bfUodQDks+UxU9PT93aeo0BPdMN4lV6q1xy8LxPb0vEL3rPCHfrfr0zElTeR8k+jX/KcslTYtiIzTnN6/VmA7VMpmjuPj4+dnhJOiGLAqEMqupRYWTKLWHI7Do6oyh3fR4SU7AfWIbMUOX95OV3edvCCpn+dgKqPuO40HdhR+UlWanoUq3pF+lWeDn3wHGyK9mWLRdwLC05vlqtOsKdebrHyIwxOGWfNulN4eVDDeodrFBjT26FIyHNyEc2ISoFzPBHEkKG8whk0aPCPFvku6UoWwSOhFWfVS5aKDMynwkJtaGIt296RiDhQJChfwKGWmvG3cojNsd20SLPsjnAc8HoRC1rS3qRKWCztnBvp4NnFx4k6Q4cW/3FPPg7had7TJjYTwR0DuLomc3yIuBWYvi48pKCYzkpmGloonDOFIn3Z9aPTp6yuut5ar/j4+Ne2zp58/5S+9NTSjKWWfYz79RYwvte4NRll37bJrUMHK3r1ef0HmuH5Ol02m1Uxqgf30wlm7OUozR+cF6R7Pu68IzwZPeQFBMw8VkvL5sjBiM2Hg4SIZJtB0bebhzDbkhQODOXQjC5vKBc9k1w1uvNsS3z+bwbtx7CzDx93FOHuKEjM0rqxTZSWV23cL75uHOgy3ZRcg9bRq7ZH5WuZzsPebizeZIRb8cSbFsvO483de/909NTNy7YhpTzvqadR/W5zqQ8GwNYKx2RXVfJtD0wflvKZEqGE31sUjdr/sooKjIkp5TmK8m2CLfIksaaxp9HOkrmUPd7dEWrjl6fVsrqq7q6LlSiQT7DtIoOYV6ZMTHTt5QbNCg4puO8J3bO6p/JqCHcQIxIniHsfXd31xFs9Z8v71RdaKTmJnzu5MhkjHTOarWK09PTzsiTOZ8qmeGkvyWH92mT3vWcbnVEBqjU8QyFPTjY7OjpCpyTrQq9JTDgszy0kRubOIjyULnMo8J3JifNY4B0Nkmp7NmWmefePU5eRm8/giqCDBLvbLMdbnhDwCrA1ppwHrKZgWzW0z972Gk2PiI2QouWW3+ue6M9v4y8ZELb25pkW/2RhTO50M+EOr0ofA21kRKVtvLk7sC6fjqdvtqYitEAJPs+vrJX1p9ZIviVYcCVpc93Alu2Nw1nnK9eNoJjD28dU94WSH2P9F55t9qfMpc7KsvTHRE9T3KlbFuyTZ5lyUH3HPvzaQjzsrqH2z3jXi5+r+ZrS45onAioKvRP/7s32ecEx7XaTrpAclI67uXlpQNVAlAR30OLdWQLDZwe9cK6UL6qHjQcc+kI+9b719uBJDib3z42KMum080555JdGdlWe9FI4u3JF404lOFenuy797/3EfVlxOuNP6nb9T/biUcx+TiUPJNelW4V4dacODk56dZUanlHtuQpSy1s0rpvn3ZLjm/5m3/O7q1+c8w6n8/j9PQ0zs7O4unpKQ4ODrqxxs3WuGmfiLlkljatfH7ebMZGvOxe3Va5q/lWpYzQVtfxuSSklM2+H4TLAHeUeb34m66hbGcZic3oACTurvRiS59nOojy9vn5+z5K2iyNpFvEO8Pi2XhgnsLGqoOM79qx/Pz8vItw8xNKqnq4bvD5sJc77bQz6R7bsJwUToaUSDxI+DjQ3PLvk1XvtOTIq6MjZziYSFTcq5MBjUz4+IQeEmAtosL24AQn6IrYkC1NJlkv3bql9pRQce+j8ub6bT+KIGvvSsFnpNe9VLze27LVzhROtNbqdwI4LyvJaxbapOuliAhk6RnLwCqFcOahyAQ/ibaPa1eEyouAlPk7Wc7WhTIfhrAxqkN1pqeY7/5Zz3CQ6m3jY4Rzj2NVax1vb297G/fREKH7mFc2X1U2ESnKkDEAw/t2W8AxlO9HJR8nnJNUtPP5PJbLZQcmSIRJGJhXRpxcjmoeUnFzn4xsjwWOKVrs6b3xDdyy+eTzKAvNZqLMFlFkX+teytrK+yyjg88DnsAhwzKX7SgEVOGdJycn3XIrX99L4x6Nw3xmFlXAtfkyyKksBKmVTFf9fI650ZzXcI5meloySm2btacbw73OLVDIsvO5LrOUnxs3CSpJyP0a9QXlLj3h3759e7WLvPpW43yxWHTA9/z8PD59+tTtIuzgd0iGDMm0PRD+uFT1jZNw11NOHGmIeXh4iPPz806O3N/fx3q97s0NH8sZ1nNckWFxxyssr/Kr8FpWb68fsUWGmbN7OI/cGK/6Pz8/93Cgz11/FvFc5r1mWfnKZBmvZ35+LevdepYTfTm/+L/aXX2vnce5HEGyjtENHCPCAovFIs7OzmK5XHZk3U8I2ZZ4O0bdy5w8vaunOyIPO/DvEX2iTbLNQ+DdS8VQNeUnAUPSTOJNkpGBxSqMkvUZAvnuxcyECT9nJJbCTR5TWfUIulh+FyYsD0PCPTzQr1O7sy8yMKKUhSJlApvAm/e7MHew5vnqmSQEEtDu+dR4o5CiIHDgXgljEfAqtEj5CZxLoWVtQgE+hmw7yWG+LhD1bPfeVPn4hlZqHyfYHNcR/R3PqeQZZaD/qYB8bPhv8gj5bvncaMiVfqUs/UVl3SLbnhwseduPTUOg6y1lGbrW5aC8aFLQkg8eqiwyzjnB8mbGNTd0uneV4e18lpNuEkaGSFdgxmWvE+8M4LVAFeUvAZ3aJYtCEZBxAKv5ofGtejMSRc92IycjX3zucA7S2EwgTmBOMi7CRw9OptOyZw3pvUzmZLpN5eNz1KaZsbYi3ENz0f8XGK3kGMssveh6kOOOc5LAmqCZUWRcxy3SLW/mxcVFfPr0Kc7PzzvjSzamVK8x8sD13j69T6rwbNUnLbLK7zSOyjB6cXHRM/rws2MJzkOPMCFW0tijjCVmciySYV/qY3+Oy3WlSv5mmJHzSPJTHnst59D89SgV6gcvo8slyn/ykgz/VP1LzOjy0e/NcCeNC5VDRv2pdlc/npycxHK57EXIOKan7lG7cfnCarXq7R/gRs1KdmTjOtMle9nzOr076W4lDigpJJ1ReX193R3+TsKdeRgIACNqMpURwYzkVWC4AiL+nw+8bKJykrmA82dLeLjnkuSLa1uYfwaC3KsxJEBUFxdsrBcjExj+xxDrytPkbUbizP/YZqpzxAbkyOqZCTs92xWF/nOSque6QPS+5jPUV+obv87Jto9l7ye2MdvJia0regcCfr/agW2a/V4t51A93WKqviOQ9TBltql7m/UMni9MAxDLlyl63T+dTl+tiXcC1Rr3YxPL89Y0BNb82qE55L+zP3gW5+npaVxdXcVkMumdk0zgldWzUqQZOeM41cvneMTrJRIkjK7AfdxkRIlzzQ2hmdzl+I7oe6e9rhVApMfWZZjmvEJAF4tFFyaqee2beXobtto+SywXw/VJ4tn2FYFlPixX1fdOjtlu6iOSbcpn6Tsvu3vktmkD1wkVKMyIAJ0ALCfvofHEl8TwPHSOMfUH11KenZ11nm6Gefoc2jWNaasx1+1TP1UyeVc9o7FP4i3yzeV/Go/cU0J4hhjDcZxIF5fueISOEz839vvLdYfqz7bwdnF97DKVcjpzTOhe6QnKNOJOPbMi0I6fWY+MP1S/qf19HlXt4HlleVMe0cno/SgDugi36k7nJT3djDLifgDZErMhuVPpDLblPuVpJ9K9bYNqEHENsc6du7q66l7cJp+ehcoCR0Kg/BXyxl1cuVYvAzPMzweOA6Cxdc0AIokCLXhZuzpAjXhtZddn7qTqQkr3UaDwGQLE7llwLxSF7Hq97o51ckH28vLS7cTrwkJJz1EZJAh8wlN48qX/1JbKQyBI4EaKIwPxqreETaYoGTqZ9W/WV97XGscEZg72SUrYpmo7J7zsj+rlZWF+PDGAbafwV67r5xzjulGGIzk4Z+irP4PKVHOdy0l4JAbHTta+yjMiXs0ntacr5THJFaaP/fdKPq7G3jNGIWpMycu9Wq3iy5cvcXNzE9++fYurq6vebqgRm51vM4DlRh8vA+djRP8IrIj+EYIuf1XWjNjxegKoKpE4VcSb74yIoZ5Qn3Be6rkCuCKR7r1VnQWOaMw4OTnpIjqen79v0iWPg4A2PZ0Z6fTnZPPfQfx6vTknlxu5MQ+fK5rTvk6c71pTyA2e1BYuo1tl55h1w4vSmDHv7ZUBYxKALHxVa7Hv7+9fRQToM/Pg2kviF0Yz8Oi85XIZnz59is+fP8enT5/iy5cvcXZ21iPd2ZIslT2TR06CeM+QnNkD5N3TEOHM+iPLQ++MUOFeRMqTRiDpa+pGGrI157XOl4Sbns2I6EVoZOHrPm6o1/1/zml+dyxPfOdt5fhIv0uOCsOoLtQd1AGql8sZ75cMb3t95PwgGc7maEs/6zkZ18iSO3UoS4izVEftGyKeJTys58noywhgyvcxkUT+X4UJ9nIlT+/u6c4mnwasQPX19XVcXl7G//7v/8bXr1972+FnXtXqPQNj9JxV3pOI12GumRLTe0ZUszpmgI6/88Vzr5m3e4QIIGhciNgIShcw9PSofZQqYCVBr3JzwyOFofK5Dw8PPdAmr423gwPXyWTSA6wRG6+LEzYCG29rWmSVp/pG9ZAFmEKLY4fgmUfi+NhgyiyQ2f+6ht4PCUESWdXZgRYVRLYxUka6M1LBsZeRTyqRx8fHLtLEQ7z5fFlZuW40O4IsA8Dr9foVwCXxFljgXFN+Ph40TjjvNQ5UHlr8xxDWLLly3TVlxCMD0GPu1W8up/hdoGQ2m3VAX2sDZ7NZR7x9w0TmT28uDSB6qR4ksPqegTrlQ6Ob8uW4jtjsW+H5cswzD7YrDTx+j8vkiI2BTeNPr2xtLQ15mj9ZubTBHMHSYrHoxr0AKzfD0dziWmz2swNAB7McQ9J9OsNVoaUytPiLS5KoNxmi7vqCZecO9epz5ZsBc84Btque633Oe4fIYzZfsr7n+kk/uUORN+on9jmxh+87Q4cB5ww3MBLZ/vTpU1xcXHRH9vk53xmQreRFRQCG7tun7VKGCZUcT26TJ/GqvzRmOUc5h6o5QYO49jfiHKNu1Tw9OjrqjK/CSNS/WVu4jCKpjHiNizinnRCzLdUuvFbzK+L7RqAylup+zUFftsMy81nu2MiMDFm9srbgKzP++TWuT3ws8BrhcOIrGcrpNBHp1ulDwu7TaX8PKDeoVjJnDC7x932q04eHlxMoa3OR29vb+Oc//xn/+Mc/OtJNq3IF2iMiHZgEXD65Sc4kvDLwy7LyWZPJ6zVnGcjLAGFGuGlR5Dov5itByzJIuGXem2y9Ie/xMvq1vJ6k198j+kBKiQYNTlyGa2b9Rssh7+f/Evrujc4UHX/PvEPZPexfvdjW2T1uPdV/DsAYaui7wbOtKfi8zAS+9DCTcKpMLBfHfUbEHcRyyQf3V3DSfXBw0APZvtu0W04zjxXbOpsvVMBOLL3MJPJSPg6Qh0Jps1Qp3fdUKhkQfgso9nwmk00omnbH/vz5c6eAGZmgPqcxKZuTHm4csWkryQQp9Yjo1hBzDjsorUil5ibHuhuPHLzwuoxw676I/r4YejY93/qN41j/0bDnc0ttqDmjJOJFgsa5Te+Wh/15+1T6Rr9JvtDLcXj4/YggngnOpSQZ6SYR9s3a/OgiEnOVQdFnGhMkFqoPZSHlRsQmbD/Ty1l7UGfr/8rA4EdlctMzbepI44jPmUx3UP/q7GQaPBR1IrJ9dnbWhYj6ZkaVvPJ5zjnYSi2y6O26T8OpktWUJ1V7tn73OUdjpOtNzlvqTRrIJFsUSUOjjo9nYgfJhYxwt+rm9a/ktc9db5ssf+l6pfl83kVd6h4a8KXTOC+d0Eo2ev1Y/gxHe7/RSMD7nL84FqYO0Gs2m3XyM2Lj4deygslk0kVLTSabZXRcpie8qb5lhBP73vtlWxng/bWXIe30Q9Z0yxqjnVv/+OOP+N///d/4//6//y+urq7i5uamW69CUE8wQuIX8Tok0Um6k0ze5wQxIveiUFiQgFaD1QUwf6OAlIK/u7vrWe2knDMCw4nF8DVZ8hiSq/LS06f68X6/T/d6+zIEnt9ZHoYbOsnzdhdY8eeShHrbqd3ZVh7G7P3mfcG+zoQLAbNfz7HBkESOM3pbHdSRyLqRgZbGbIwT4Hr4ocrsY8EjHpwcZGRDZfSoCbY3Q0oddDsB91BUL7OPVY1XB5TeJk6WHEzLKEES4x7LLPm4yUDGroTY6/Ceebba6eDg+/qtl5eXbtdyWszlARFIcaLKvJx4RPR3uhdIEIjhGCeIczLtMldATzIvayfWz+dT1UY+52lg87nuHu+ITUSO6s92ciOv5i51jzwO1Ekap4wYcc+3j12WyQmffmdfqf/dGOGk26NwPMRdstmPqSFhpP7NgKnyXa83a7wdfLqBg/JCZWM7SFZxTLKtaICkwZubtvK4HhJvj87gGccsB9tc5Sbh4TpdkW5tnOaEm9iCbcdnVZjDxwfbMAPFuwLtffqevG2VMsLJe6q8KGvdAJUZ2IQnOXdl5FKEi/YRWCwWsVgselGMjm3p6ZU8E+bT75LdLjezccd66X8alTwaNGsP5s/Q+ZeXl7i5uenkrHSLiKfWwnPZGWUs21j/6VlVOdi31DvVdVl+TMQ+8/m8C/+eTr8vA1QkmvCd8Ofj42OvXSnP9ZLDR+H3NKpnPOgtMsDv3cuTOu1EultWLl7D17dv3+Lu7i6ur6/jH//4R/zP//xP/Pd//3d8/fq1C3OMiFgsFnF+fh7fvn2L+XzeTVCCOBdOKktmwVLyAeYDLfMat7w+FIgUYrqWCpkTg8aHm5ubV5u1SEAKcPk5jCRYmlQ8WkDPF3F1b6eTQVpJ1YbMg3UnqBbhpHfHwTrBkoS0Eyb95wRUwIzgW+VXW3kYovd19iIo9/HD+vh3hvGT4BLQqX+5RlDXqd+51jQrH+tC4khLtULElJg/+1blc0Xtv3sdCcoz4sUy8Vg+jVkR8IxMaK4QzDJsPWKzPknPZeLc5bj1+SrPksrmIVScm0zvQaqzlAHk7LfsewZkWs9RIulSXmojGnK0tIfRAhwj2TggiHJjpQM6Eh79J+NcxIa4kzw5eOG81bNVP0UxKcxQnntdmwEMPU+AzUm/6uURNlkEBeePQKXyImHmPWongWLuJqy+OTk5eXXcpQNUguPMWKJxz+sJ0lyGMbLFPa7Kj8tLNL94BCH71Mcm+5GgldFt1Keqk/QH+0HymHKceWYyj/tHCJTLAH5zc9NF3enFqCQZBbVGluOLhIUgWjsDS3brNxEgOhiqNndsUcko9ntL1mS4qHrePu2exuBkT5wPNNq44ykj3pJbGkuS+xqT0oeM/PIxkRF8GuxUPhq2HM9RD3j9pQ9I2v1Z3hYR8QpL6Z3zUnP14eGhN4+lCyKiw9fSgTQyVGXIPrPs2TUVfqn6nBFp+k1GWpFtGnSJv92ZQscL21rtT+7jujYrr8uTqs572TEu/bDwcgkHKrjr6+v4/fff4/LyMu7u7mI6/b7mQACEa+IEWDhYMu9gNqgyMu4kh+CFxMoBpwSh1q6JmLp1Xu980VInZe87NXNdtBNT92iSdDOEhsTZgTPr6B5RCUTWR+CGnpPHx8euXFn4cDbxHIw7EM5AC/MiwMrq6WPAx4mX08Geykhwmq2Xr0g3rYwk3VVkQkW22PdUllIWArnuUfKj9vh8PoOhre4h4+cMtHFMkCg/Pj72zlfWJoacx/SOkfQwb0Zm0FhTzVe2m5eV6039OIxqjHpffERqgeb3KkdGvBVSTMWta+Xp5pjhZxJwlo1zhWOopYQJdiI28kPygcBBc91BHuuoOaJoG92XLUdxQ6vyd2NTxOsj01xOeci3y1DKHz2L7ySxGqceZujeY8737NkOfl3Gej+4DKAXxA1USoqM4OZp9E47iHZ5pnf2uetzjgkH6Q5m3aBDw7OudYMoj9Nxj7f0Mj1kJPTZeOCSCy4D0mkBai8dB+br4H3jvG2AayZPKrkxpKf3gHl8yghrhXuy+yqixrmgcSIDF+cF9Z/mgDyZDEtn2HQluyo85fNXv3FOeBky/eL5se2c7BKv8v+np6e4vb3t1itziZQMr/P5PCKiZzxTm1AGao6yfC1vb8UZvO+9XtXY8PqqvRSRJDkSEXF3d9frc8o3RiNS1lFfS8e4c2TMMhZvgxYeGcL/+7RJH0K6feBVisrXiUVET4HxWidmTqaVP4GMbxZRgXcKDPcgu9dNwG69XncWbweQSvovswKS/HLiZYBHk+f5+bmzaJLIUdjpuaw3rZTZs53c8369Xl5eOlLENnCvZ6vvnARnRNtDrSV8uF60Gl/ZGMvGDscKBS4VgBs4nMgyIoIA1vuUnm2CzGz8ZeD38PAwHh8f4+joqAOHIt1eVu4T4OSeIJVWUHo29Xy2jxu7SI49KoBkTZuxcJmE/nMvPcEGvYEaj14G1SMjIRz/DC2vDC9Z2oYY75o+4hlZnuxHEjzKjIOD70t6fD8CjnMfxxoz8i7zXv3PMcYlKNr8xkN1SfjcA836sK6sG4k/SV4GqjReCYBVZs5TPVve8yovpkxGuR6gnKfMZVkc9GaGDW+fzKDWGiesDz1galOfb9PptEcUs9D3zPPi45HJ24EvgnQ3Kuh5jKBwLx7HIg2ijAzIjI5sB41RLqUhcGVYvK7T5oWnp6c9sk2jisskGkYqQszx6u3TShUo3gPk90lDOkXJCXeVBw1wJN7aCDMjqxzfmk/avHFXXcNnuEHL53xl+OPnSk64odedRCLd8lwzIkoOKembu7u7uLq66vRORHRt4TI0w4Ze3jGYwduLMsTlmRsoVCZFp0qWyJOfyXo3tDjpVv9IZml5gaJsKH9aBodWPce2yT710w9Z001lrY1Ezs7O4ubmJiIiZrNZ3NzcxHr9/UgVhtW1CLf/5+Cy2g6fFiMNenmfZUnLwrb1TFnOWDclt1Q7sfMB6gCNYDaiv+uvhw67gGJ56FlRvrTYk3hRmDphrYwAzI8eCreysu358qMrSIz4bLW1nu0bS7CdHcA4oSehqwQFSSyPzxKprZQLEwkxCWTEJiySiorjjGtxIvpHOzw8PHRjWm3jBiM3qOiZKkcW6SDBrZfu0TwiqMyS2pJ5s9xc1/jw8PBqLnKdu5MTjiPONbWb2lF1VJsznI6ebjeMjU27KphtybUTogrADN3Pa9Wm7NP5fN6NOSl4AgF/z5YecI7wle0XQVmh59NTymOtFOE0lkjoHv2m50hWZG0rmafxTplI0q1xyXB1jbOsbx0QO5lzkk/5LCDJMa01eZIbNM7yeZRL1CEZ8c7GEQkmdagTXhlN3DjqOozyxddFs58yY3hFOClXvf8Ygsl7HOQ60PX5Rf2n/0R8hEsUIi7ZSBlJoqQQchoonKS3jDdZymSCE6DWvXuA/PGpkvktwu33aw6KNC0Wi7i+vu5kkuY2MaCcMsRvs9ms5zCQgUrzkDiG8ohlJgFmGVmXbE65vKvkYka6iWGEvaRriFsVWs9yEsMTV7BO2dz394x0636+U77qc2bUbJFuXavIBBmpHXcL98rYSGcb+ysiXo2fxWIRy+Wy20yvckYyVfIkk9V72TIujSbdHETbJIIgrVk4Pz+PT58+dQJCZPz5+bm3ls1D1zJLOAmdBim9pm6N90mvCawt9jlh6QnW8zycnARR7eQThW3BNuFngjh6BzjR6IXPJqwbHmQBfHn57p2mR8CNCWxPvtxjXAkigjaPYmAf8X+GH2fRCcqXBhIHU2pfB3NZJAX7hWPB25mh4E4oKOC8LQgqvU1JWKhw1M8E/09PT3F3d9eB3MfHxxToUlnxnYJZgty9aLqeRMmJ+mw2S+vKuTOZbNZnU5lovJF009vJNWoeceFt6p5qjWv1mXviJVN8fXklR1xebUOSt0m75F2B6V3lsNpTslbr/ugp9pcbd2iskfdFbUv5RcOexqIMbt++fesdkaUyjiXcTDSmUBcwOkaJRoSKuLKsPle5BEJlrvrGwWv1mXJAn30cy9jrRkjWyfuIxNsBMN/dgM2oJZFPkm43ZGd1ISiW3JYhQfM0k59qAyU39Kkc0+m096yIzbFvykd94wYkB91OtqXjJSdEuLUGWx4jD68nAee6d4+48zr5fNNvQ3PccUPrum1+H/pvnzYpI2lZ8v707/wsuUMD6Wq1iqurq5hMJr39YWjcfHl56RHQiOgI12w264z2fD6v1Xc6sTR3JS/pcHIymRFuGgkdewtr0dFAnaHfuQyTkVQyrOpYP7WDloe4YyjDQG4ocHmUkUuvg+s9x/wyXiq5oYT3uHxyuUheorIwSe5KjsvDfXp6Gufn53F2dtYtU+SylrfMd+cz+9ROW3u6Oci8gSvwIeAvRXR2dtadGcsJodBTV1acKAIBbm1y8ODAnspX9yg8Qy9uvOCeP5WTRIYkl4LAw1QcHET0w2YdDFEQsr2z8DhNMAIN1p1le35+7oWCk2iSnPFeEmUnz97vDl4IQijICdz8PYtKYHu5gPC2c4+6v7LxTJJKCyRJbCWcOeakKGno8JBbgnh61hS6qnGpZ4uwa26ob5xwkzBwjFPZsc/cyEJFov9p4XaCovT8XK/vygwMmafHlY8rLSpA70NXTlJy3JDQSbvyzdIu4PVfkbJ2cjKXgXleTzmpfvTrHGBozDE8nErXx6HyoKyK6G+eKGNMNr+y5PpHY9uBq+sKjWPNJTe+UF6SgFIucg66oY+yJEucl2xfklOWPyK6ZSV6Hkm3gz3Os0x+Mf+I/qZwqjPLR12W6ReX67qOfc96qg+Ul8sjv4f/ef6US3y1vMeSpRnZl06Sx1wyVkYi7TIuL7efecyx4mu03eDv9XT5pjKOwVit/1pYjf9X3/epnYaMHW/NmwYw7odC3Eo964bO6XTa7bFCBwLnkmOFiOgINuek5LQbtIYMDa6T+FnPZgQn8a282DrlJzPMR0RP1smBRuO/GwkoI3WN69LKwZSRXH6mHJc8oq4g1nFcyX50ea3f6XQT1pGMIT+S00SyS55uGQuHPN2ZLGH7eB/s0/i0k6ebwly/ZYlKTSBYA0oWeFrUHx4eOvJHsqbn07LkAJoAyC1wsvhH9I+5knebIcQMyePkIYg7ONis79OEyby6Sppoyjuiv8ZEE4aWOSdPEk5uOKCy9hA3ARRODlkGNWFZRw/xdi+je7xZbvZ55iEnMNPv3JWbXgMncSSjmbfAn9mKdOBYcuJLMOdr+X1c0WPjxiEKUXr63AOkMai+pUKkAUAkgc8lwGfYl8abEvuI96tdXl5eujW+tBqz3mwnjhvuaZC1rZMuN8hQIZKsVeSR/2s+OcgQ0JCiae1eXqUfQbx3AWtZu1TAj3KDYy5T+Jkxg/KTeVC+aM2ZG9cODw97ywi4to5lz2QHZVkGfJxw6j4SeifQehYJtxNr6iLNE85tGgflJXACSKOiZJV7NXw8q/7ZXKERlzLO+4debYaR6pl+Vi3bjYST+bq3V0l6i2DPxwp1jYgu68p72Neu0zNy7M/Kxo6DZBooNVbUZ3y2+lZl1hgRcCXZpkwZkgmcZ24o0HMrg1NFljmP/MU2zmTEnmi/b6rkk18zNi+9c1z6KTbCrpIV7F/O9cVi8cqLLOykd97rmJPXMcqHhjqvM+diJR84Pt2jTWeCNjakISAzgKq8jrU1x1Vm3e94jBip1b+OQ/jycG8aF4lzMkJLee3GB714/rj6g/JYsu3x8TEODg56Muvk5CSWy+WrCB3H5uz3DFe0uN4+jUtbk+6I4XVETpgkPGazWXetBhmB9+3tbTeR3VPL5/D5UmSaSPqfE1ED+OXlpbc7qc7i1OZkGeh34UewRvBPwOleOXp+uGZQeWbP9s/uPfTy0dLOV0T0gJuEi4AhBQQtYP6ekW6WLQNA7l1k/3CHXp7t7J6BiA3ZJhCugCM3qSHh5nhQmX2NPMe6GzZIdlk3Gg/8OgpTt3BKgApc+1pnz8M9TmxPN6x4ckCWtTOJtQt7KkG2ge5Xf7gyEsnRHMjAJvuFiWPGy6++UxtqTilPKRitX/LdyzNglClCT++tWCri7fMlU4Lezln5JZ/oneYSFYIEjiFvH/a3+pFePMo9zkMSmul02lu7n9VZY4mGOsrSCsxKJjsIdFJM0qn/NXY1RgRifT8QGlV1rctA7WUgeZLtCO8Azw0g/h/bQ58j+mdVe/8SwPHZNACq7Wh0YF+5V4n9oXZxYE3ZGhFdW0jv0OjcAtA0oOvdjbfZOMiMNJS9JBnr9bpbgkCjS0T0jNGqL8/Tpp5kfuxbb4uI14RG9dIyHuob6ms3iPGZLguUL++rsNoeKL9fcsyZtXMl91r5aV7I26159vT01G2qpnlD/Sid6ISbWIJzkWV2TyujkIh9aRSkMTCij5lYR93L30UUhckZacplfdQzXALjOJvyjtGCTrp93jLai3NG9cr6kTqW8lbtprnopJt9RUdkpqMl23kkLPUBZZLk2HQ67eGg5XLZO6KQ+pn1amGSDKNV7bJPddqKdLPhxzSwg2xNlOfn554F7ubmpvOCc11WBT6dlGRl1cAn0NIOiNoFUUeX+VnZBG1OuCOiJ3i4NjADBj4gdU9GUvW/K24XDpVhwIW0k26BZrUxgZXf59EGmWdD7TtUJhI7tbGvhdMz2W4UflRCEqIkgCovPVKZl90JJsO02E8ShqyLEg0cBwcHneeLRgn2NQm3BCjbREdssa2Vl0irCG8Fwlg2jnsCeD7Twx9FPDwSRFZVKhPVX5+9r7NxkoFCKkJeS9CdkePMiKExwN06uRkjAUAlu5zccyx/lGKplJz/XxkFMnnMuca+JLDhOv6KXPmc8TlM2ajrHFBF9MOIBWzY705qPUS36jsSmkz2cLxPJpt1iXqmnqUyknhqMywa7nhP1j6sBz37LDPXmTtp8vE8nU5fAS+NZ97rxrJKf2TjOxvvbrhg/Qn2qnmuflE0BD1PWfjl8/NzN4a8bSl7+Tkj2AT8bpSgXGTkkOsWyUCSYskVNyZ5fbM5lBlUOCY17ni/y6sW5qrIN0kYr6HOHJP2QLqdvH8qHbNNO7KPSDBFpjSm5SwSZnNcSSMQ8YdwIMexrnc9wrI4JuOcIoHjfHU8p3w5f0mUMw8vHVXKV3NEuJRGRhkkuMs5sQaXAOoZ+s/3AeE88kRczkhBd0644ymbrzQU0HjK6FYll88cI+v1upNRy+UyVqtV78U9bjJjydC49H7dp+3TTp5upqGG18DQRHOS5QqMhNk7OeJ1OHUWYiLFrvVZDFW5vb2Nm5ubjnjL001BwoGsFwkqiQqVKcvHSaGJpzK6BY8AiSQtA0eu5Gk59FAk7nJND8bLy0tnzScIJtAkgVVbZASIRgQSPRfAbCcaBzz8m4JAbUWhKasrFQCFju9aTwCnsrlw1qYb1Zj2fs+sjNWOvhSmFOgCfmwHev/l/WBEgoMlr5vaycudre1crzcbtRA8C9B7XUi6OZ6VB8ktPZy0wjvo5FiRYiKY5/1U8NkYJGhWOFW1ZMHTEPH96JQR6laZOP6z/wgERLLv7u7i/v4+bm5uus8aE+v1+pUsZZtlRjU9ix7UiOiBIZfjERvjEee+xr12huYmL5m3RM/28Z4lyRQBQ45BEm1d6zLUjVOZjKIhSyBPcldzjvLKjRzUPcqL4zXznrr+cW8660P5zz50wKa2l7FKL85p6l22hctYjRudPSsjhOs2GvIIiqk7fAxlfew6l0YXpazc2VhxmZotTVEfOKn2/PSuetOLpzItFotuHEXEq3E/RLZ5L/vAcZWXaxvyvU/t5MaMTD6zrcfgZpJuyknNYxrGDw42J1BMp9Pe3HXDXES+R47jKpJDlkeJSyWoN1i/zCDG/FyXV04cbxtvDy4flZ4T8Z5MJj0jKNuTzhXJcL1LR6jcKqO/NK+1uzodHRHR9YHLczeM6jeRd3q2VW4RauWrJL0luXF0dBSnp6dxdnYWX758ic+fP8dqtYrlcpme0121s+pcpT353j7tHF7O37NGz67hROd/DK3guitOTBIACiKCgojNUVIkPJoMmoxXV1cdEL2+vo77+/uI6Ht76TEVcHCLpoCOr5nTNU7QVAcqYCdJJGl8XtUnbCeVX2taFS6nEDpNssPDw1fn+zmBpJfHLaIqJwEfwZS3E0GHyutk2wGTkrepAJk8IxoPJNoOktzK6CHeEs6uXDLrLfvTSbJ7fwR8CADpxXLjjnZ1/vbtWywWi87TTZDmbcsQR1q1WU/dozl2eHjYnfd9cnLSU5rKz4kq+5vESusgdYQO255CXR59X+OudvH2kDL18UdAT8UuoMH1S1UYlc8hjo0hBfNRieWo/ht7v/pdm9BcXl7G9fV1XF1dxW+//RaXl5e9nfhpsPClGUoEEC5vObd1jeanz0MBCI0VhbtpDT6Pi6yMJQQtDhIrPcX5y3Eu4s3x7KHlGalzmUKDIg1V0me6JiPd+uz5u8GJfd0i3Fm/ulHYDVuHh4edzlCf6GgZv4ey0eW3yuUyX/u1uFxi3gSR/M1lOGWrkx22pT5TRjJPnzt+X6sMHIMMY/W+kRyjB4t7x0gX06iaRRJkYyArO8eXG2fGEL192j5xDBJDRLxtmRJ1PA2TXJalucToF8lnYRKNU5F0YhDXjTLSEeNGRE8mSZZoXAnTiqjSMOB1kcx2ue5zyrFkJuNpAOSYlzNFDjXdLzknw6Jkpgiy6i6PscrNung5vG1lzFbZNB4UpaA8qqV8/N3XiAsjPj4+puPFMdnZ2VlcXFzExcVFnJ6exnK57Ol4x8etcZgZkFxe7tO4tNXu5RQsSmMa2xUi83PQoAHrCpmCIFP8EdGbsAyrpKfn+vo6bm5uutfV1VXn6aSHWEeDzOfzV6TAQSQ3gKCCy7yYmogULGwTWsMrMKC203c+05/nwlUvCR0CZR5z4l5C9pmHTEtoqd/ovVB5CXqd5LkAIIBQ36uMBGccH7QCukDgWHNPt8ZI5iEi+dPznCiT5Pt41JiswBoNOSSyAskCa36tyuhjn/UiMCXI1f9SMFmd2OYaW/TQtDyU3g8c60qa5w4GOVY5d7yeUvL03tFbJ/LAMVyNCb5n6V+pXKpyeRl4HYmAjp67vLyM3377Lf75z3/2SHfEZk5p3LFvaSRUctlC8KGykOiQGOl5+l19pvEjskcvTSbf2QYEuUPtRRDrIFkglYY7km7e78/Xi5EsHh6velCPKZEYaa5MJq+X4PDZGfhjP5CokdhnkSjqU9Wfcycjf9l31kllkKzQc1wOEihXYDoD594GPg7YrsqfZczIRjZWMtLLNo7YGFZImr280o+KbiP5ESliOxGIZxEKY5MbocYQ7316W3J9sUu/KR/KJhGp09PTzmN5cnLyymlDXS4ZGtHfQJdyweU9CbHjUukCyilF7FFuU856XhnhJm4RFtPYZXSe5KucETQkck4Lrzw8PMTV1VXXLiqf5qHaRnhJ7bxerzuSrPyIO6iH2A4PDw/dclU9U+RXBhD1q+pFgu1H1NIwSdmg/lQ9ufT14OD7csflctkdE3Z+ft7bVJZ93Rp7Q+NzL0t2Szut6R5rGcmAkedZhZI4uGlZxjhBSbY18eTNlPXr8vIybm5u4vr6Oq6vrzsAen9/3wG/9bofckkBo+vX63UXsq4dFgl6BGBIpAQ+CJhcKGUC29uH4CPbIIcvgUx5nyg8OFnleaLFjO2uNm+Vb4jAsHwZoHPSzXt1v3tf6H3zsjkwpWfOgavGkD/fwVrlRXcLMAWyvOraLV/j0hWN2kUKkwKVie0WsbF4S4A/PDzE4eFhLzzJQ8wjoufZU74ao2wveeEZDUKwXnkoqTDVvk7UfIy4gUuAVEnjnZEBIm7ymPr5uBlhGqNc3jP5fPmoZ2dA4I8//uhel5eX3ZigjCPZ5U7ebC8n3UwEdPyucSzgouc66VZYuUdMUJ/oRSPf2PZUeVgOlcUjZSqyy3c+lwSSIYqqN42b2TigPKZng/OTsof3EnDq2dTXSgRvNFSqrlye4xFDTq79O9sk0z98Zz9wjPiSgwz8q97eHxlZprFB7fn8/NytNWcd2Q8VQXAdl8mvzHii8Zq9BJwFtOfzeQ/T+PhiWbLx7mX1ftmnj0uZfIioo0TH5KdxrPO2P336FJ8/f+6cRzKeu06lAVV6V8soIzah4cS7inojBnBHioyLxNjT6bTbKXu5XPYwu/Q2f+M80jzxKBAlYhbptOl0cyKGSD5lmXCHdJ/m/MnJSRf1KgOEDFvKQ/nJGFYRbspr4Ttxi7u7u6595/N5PD4+xmKx6DmwHHMyIpf7eKgslPu6Vr8T/x8cHHT9IE83N1GjMbtFnCts5LJ9L1O2T286MixL2e/Zbw40XJlnilr5OJCnIODaCr70mzzct7e3nfdblikpZU1Eebn5PAkNWaMVon57e9vbBVvherIueR3VLqxz1ymHm3XLJMaZkYJKnZYz96LrOZp43q9uLfTQTraDP4fh8A4oCbBYZidUmcfEQRVJrwM/Cnj1j5dZwt1D9ylgvV28beh51VxguJYSn6fxp3VGGova3ZiCVoIzIxqVhyliY8l2D74iPUTydY0MRyqHFI7qS8K8Xq+7yAgZbxgRQtLEo3TY9ppjmWHCgSTBLK3xLJfmSMR3xTyfz19tGOI74vuYGkofoWCyOVKRxUrWVmXJFLlk3tXVVe8l0OGk26MYfMzJkMMIEJ+fPoeVv6ITdC2XJvixgW7wU/2ceOud7cU2dcCbkUcnfDTieRmyvuA4FoGT90eATQaizFCcGQQjNjpEY5lzK6IfRcMlKKqXR0uRaLPOjOrhePB2cONoljKiGNFfPy5DgcaD6sZ3GXUI/oYMK1m/ctyoTRViyqgyJbYZk8rq85EYxdvI20PXc34Qv5BgVPX037O29vlXyTCWYQjX7VM7cZxm4za7vpWXkuaK5PNqtYpPnz51S4aI/fQuAkkiGhE9+UPZqXsYVq3khJMEUa/pdNphGMokYjWOMX9RHmYOEdZN7SNZRe868RnlYhXGLSyheas5Xjll1B5sb0WwaFPmP/74I25ubjrDwcnJSTw/f19nTrnmyXcs94gl1scxG8edfuMRYb6p7BDh5jhsydtsvO7TcNp5IzX/XoGRKq9MUdALUlmrNQmlLGXpYZi3JoFvwc9NhWhV0npeTf7ptB/WG7GZbNzpWruh//7773F1ddWVSQLs9PS0q6eEgsBmRqZUP32noKLQY1mVp5NggjC1HwVTNukysss2F9n2cwQ9HJ79KfDnvzuB9dCmrNxqO16bGWX0PCoJCkn3PJF0V2DFQ53ZNlyb74YJtZWWNtDTrbHkQIttk4WDuudJoI3hi5wLHiar9qFCyiIlRJReXl46gv38/NyFKDG8XMSbSjCivwGbwk05nvQ8N5CwPF73iI1hSm3O0Dt6TV3JVON+jHLZJVXAa4hAMDmg07uDdyXKClng7+7uupMbJP/cmCTvn3tXOeZo3HMSpvHCeamyCiCRnHLscEz5GM/ay4m3PmegjjKYesaNjJzj7uUe6h/JayeXEZsjqDjGRbjVlgSDmi9cusHQd5JuerZYJ3rAlEiunXDzPhJvtpETSqUWiOa4Vb4cxzJIMKTdlzV5u1Ev+lxwfcLnMK+I6OSztxP1le7hvQTrHM+ZgdCTy27KvswoM4ShsrHo311WZOVywr0n4rsljsPK+KfrqvuzvBSFeHZ2Fn//+9+76EqFS3O3a5FSRS1SXkjfy+iu+yKiJxc0vjlfJLPk2Lq7u4u7u7tYr78b4qVXnp6e4uzsrFcvYhUntZQxqj91GCNYJSNVHhqLlY/vS0ScrLmrOa7oPek6Gvz1DJ/3bny4ubnplnD993//d1xeXnZRBYvFIm5vb2O1WnUh3plBl1hROs0jvdjut7e3MZ/Pu00Yie21NJakm/rcZcGQgS+Ts3uZsHvaek13xG6WjUox0qpOQeWhHZUyiYgudIYeRE1+egDpAc7yqRSlWwb129PTU1xdXXXWLXkqBU61xvTo6KgHqvQskmuBAnpjSRAz777KMZ1OewYGB2+qk3s3WP9MOTiY8jAmB4w+OfWZhhMHdw6yvf3psXAA6ODFy9+ycrK8zIfeDH+OAzo9Q30m8uvP0piUoqTBhxZclSXzQOl7ts5Sz314eIjj4+MeoXJiJKBIcuCGC84H7y+No1bb6H95pHUPlQjHPhUxxwmJHPuVz5KlV0Q7Cy0fa9ll+kjl4nNsqBwZ4R6TN3+jPKUc0nj3ZwqAcO5yzLuHwK97ft4c0+T5ql9J7lvkzust8FP9zrqyTSpDb+bRHRozVb+5flMb8z7JUsoiyQKu21MkAJdtqIzeJ1oewucT3JL0OulWn/Czz1NvE5e3Tkw5Z2nwEAhm5AOf5V7jiL63je2ouVERVJaVz9S7wDmNjhwz/rzMuBCxIfSOZVy3qi40lnA8sBzvYQRsEe7WuN4D6t0SjRQ+9mgsyiImWnlqPhwfH3dhw3/729/i9vY2Dg4OXi1Zi4hXG64Jq3FJG/HKdDrt9kLhHFTycUryLfytSFFd604V6Xs6QTKPrj+Ha55d95ycnHRRWxH9vUIUkSfSTdnp0VHCKZ58rmekWyciXV5exu+//x7/8z//Ezc3N/Hy8hLn5+fx8vLS9c1isejJX/UvHYnsc44hRhjImUKsKtkuHCRMlJ3isg22qfDHXk7slnbydLsFu5UcNHJSaMG/JrsmrYf/VqRK3xlyoclJsqUBuV6vezu56p0AQGGBLrAY/qvnyXt5eXkZ9/f3XR4M31aS0CNxd0NExGvSnSn6zGggi+fR0VG3M3W2kVoGML2cBE7exw6mOB4chOhe90yr/32zJBcEAtac5BmQ8LHphFdjggKTngWVmSQwI5z0vrAtONbcYKLPtAzTKu2Em0pbQtR3VPawX5Xh4OD7fgNsS1d8EsCyiNOT5h7xrM0zw0gGSHWtgxC/30m3DFYEobqOIJ2RCdPp5rg7KpjMmMCxRODeShlo3SVRbmbAuiLMmUFsqKyUtdygjMYcB34cJ5yjHHNeJnpE2JcCEl5fJ3JucPP29XlOkl/pID7LvYaUU+51Zbtl5XG5678zH9bN21kyitEI0+m02+BQ7cxIABrf2A+UkZIZAnTuOZ1MJinhzgx0LbLtYJxlcblHPcL81JdDxFnt6c/x37iW0+WX9wkjDWazWddOXD6m8mayKtPfNGjQeMF2oV51b1sW8bRNcgPHW9KeeL89ZcTGZSavze7nZ41dRXRpf6LDw8Mugu7m5qabA9TjGrOK9FQEHGWhPNWSiZqfnniP8qcM49ilvtEc0bgnRuecVf4i9O400XOJoRSh5cRbuo8GAMeMnLse3eT6Qn2nFzdqFvG+urrq8QEZBtQv37596+ETl+cuF9kmlKeU9TQwKKxcEX+MHtrGkFxhjm0J+z69TqNJtyszAtYxxDsDgovFIp6enuL09DT++OOPjpDIC8gByOeqPG51IrHiwIyIHhA5PDzsLEUiq7RCKjRF3gP3XPI4Ar2LUHPi09vx8vLSC013gkIBRoI/NMD1nya/nknSzTUvJJAkxOxntqssb61nV/+pryuPbRYqzT4WwOY4a5Ftlp9rpX3NNMGTG4T0nYDUDRXqp/V63YVyawxQUbAt1T/u4WZdWR+OH+4s7euUVR5taOKGFNZB43qxWHTjkCDdd7XMCDd/V7tzrGSemkx5614SELb9w8NDHB0ddX327du3Xt0JfrmOyde+ZpZdJ94VAc4I4DZpF/C8Tb5VeXzsKNTs5uYm5vN53N7eviJDHn3CzfE0/iaTSTe2adDMjC4cF0qSN5S1NAgOyRP1F42hmXzUs7OyaKxlxhYf75XsrfrVgRz1D+cPyyK9oWvUptST2eZyep7aT0a35+fnbk778pHJZFIS7iGDh79n9absJUh0mUrSm/WP60Z/lht2GEmgdiaxcRCrpLIKN7hcdtxBsqH/2ScuR3Wf+kZ15hxS+WikqIwPQykj3t6W7yHX9qlOGVl2rEG5WxmI+BsNO7PZLJbLZTdWj4+Pu+WN6l+tJ+Y805JLbSgsjzh16O3t7SvZ4nWp8G0W8SjSx3nohJXH5WmOCUcJL+l0IeJJYnLNKT2HeFOk2/cIIT71Ext0DXUkdUZGutW2imbknjna8E73ZIZPymLhYuJHGk+po9XG2kB2tVp1u5VzP5AKC2WJciTTka3v+zScdj4yLHvnNZ4I3EUAtLPf2dlZnJ6edpOLSlt5KjkpzJQ7iYcrTk1QDVqRJApCrhOhUGE4ic73FrnTZNAzHRxl1n+G/ilJQKpMboGrQJBIiryYIpn0aLEPSMId0HrbV4p6iJQRxJM4uqBxElQpLtY3s8QRvBHYEFgRkPN+rwPbxb0+GisMsaKCyM6jVhn8fHTvy+x5Tk78d/Wbxq7CVLnz+XSae5A5J7keUeNZ7aX/pfw4xzLQ7NZ8Tw62ubZSeWstLNua4fWql67lBm9VKNUYZfOjU2Y88s/6npGQDLixT7Wui+vcK1lCIxkBCT0JMoS4cVMkSPPYvRMaV5QN3k9Vu3hZKauUr5NwjjEn3bp3DLDwlBG4zBDinvRKJ7289DcGpMHEjZUMSXQCKgPpdDrtIlnYZ3p2JbtdDo1tEzduEKyqvymzMkOXe3Lcm0Z5TWLOviDhrvqVYJvrOWmMz3SO9xnLpvHMOeNjsjL+ML8s721TayxX2Owtz9unOvkci3hNaNjfY7CzsOlisejwssaS8Af1KddwyxsufKJxy72NhFGoYzmvNI+JKSM2+jlic/ysQqFns1n3LBJWLgH1uU9sdXd3Fy8vL70j0Nie1EP6j/PRvdwVNq0276RecQMj241LOnm/6iIiLrlDQx2NdWpn9h+NfNrgeblcxnK57J3aouPkfB8Qd2x5cjzMsVlhjH3aLe10ZJgriYx4Z4lkTGsPJCx++eWXblv/+Xzeeb3dCsbJqf8JWPgcLz8VHokQwWFE/xgdn2hu/VN91ut1z3ql55NcK6nsHka/Xm82xKJQ5JmBtOpHbDykh4eHPa8u26kFQBxwUZiSeOkaJ31Z3m5YoVAjgaxAtnupWkTE7yfYd4LNvLO8MsuuE0feK0MK123r5Wu7Nd6chHh7Ugi7sqAniZ4UjmtfJ07Lqbcp689yqO/9u0gVlRXJFucpx6nKwjqoHlT4LLfGvub44+Njuru2vNq+mVumaH6ksngLgc/mVMR4MkjPNcPOPESc/ZI9j2NLz+YJEewrjjclzjUHju69zYgy88sUf0a6WBfKA64PJHh0eUCQlbVH9pvLpwqstO6lMYI60gm3y031N+UKPatehmz+V4CqZQghFsjyo27kfW4Qd9zACAr2g/cjDdYcK9R5WXK9lxkzKSt5DwG/vnOuZXrNdRKNscyLAJxGqCHvVDX2vC+rtAfQ75+ob1rGF5dhLYMIx5yiuZbLZS9sXHovIrqlbDzBR15ujRHpVxmdhB+54WVEX1cQ92Ueaskfhn7f39/3iLv+I17ycHPiGTq1KEeyucb/6FF2AwINGPRyU8a6/OTcIn8glpdui9iceMD8aCChnKe8J+ZS/uI5XHd/fn4eZ2dncXZ2Fufn53FxcdEdEbZcLrf2crs+yjjVUB77NJy28nQzZQq7SrxGQojrjSO+ryk5PT2N6+vr+P333+P6+rrnNWTYtSvfjMCQONKyzNBIV+AEoSq3fudE0C7OERuCrs+auAID8jCozfRM1kvtEhE94TOZTHrnI1ekW5Nba7rp4c0ACJWCk8sMxEVsBAg9W8xPwl55SqBxLanvJq3nESh5iF0GIjIhSMLuoXpeVyeBvIbGhQrkOJn2o+k4bqtQcl+fTcung22VU4khqJpPUmLcNJCKIBO6TnA4H/VMGYjkBWL4qsqa9UeWMoMFw8y4m3vEBhR8+/att15bBjtZdEUqfeMQenTfQ0kMkaiher/HdT4H+K7ykUyIdHO5iUCNLO8ae5x3DH/VGFiv170xTiCmqAonVCqTZAKBjvrU5UEW4eQGsZb+cZLjeoPynOGKJOI+F7Y1olB+qf6M2nCjnNqexjeCRl8uwURPTBayXZFienOzlM2dzEDBd91HXUWQq3Xr2fPVLhqXlFmZYVFl4FIpkoJWvzmAZBkdC2TX6t37yMcxQTmdCMpXfU09mYX/u/FXz+BcyP73cVi1xT69f/Kx5fMkwzi8N8tLY1vy03We5NfDw0NcXl524c6aV5JzwmucV+5xzrAA5SKX0BGLU6ZR12isUu9T//vyUMovxyi+1IYEV4YJbqSWGbOoG13G8lr2h8sr1lN4/eTkpPs/c8Sx3RQ9KB2kZYIZd5lOp92O9EdHRx251hrus7OzWK1WvWVhHs1KXlSNwUx3VeN7n7ZPO5FudshY6yp/p8VYA1xrD3XOro620VoJTk6ScA52KiuWjd5sDwXxieMkUBOfYIcChqSKYEl1JIAkAKSQiXi93sUVKtd5ZO0qcp55uDNvtysEJ2PsL4JUJ9xUKMpXfUCvY7Zm2AEb+8KjA1hmF4B8Z0iO2sPrzXb0OhOMu6dU93CM0KrrZ8P7/gQOoty6Sm9HBrIp3FlWkm5aRjPCw3rRyMFxxfZ5eXnpbeTG8aryUvHRsOApM/C4gvX55PNZ+Wj+aY26Qqzk8a6UZ5XGGg7eK7XGcGUk4+esPvyP0ToyUvh6eO5xoL4lAGOoooiPSDf33GBIHKMwVBaCJIbzCez4WHEvN+s11I8cU07SaIhSuWnQ1D3Kx423Q+3v5WCf8nr3enL+0XNK4xZJWEaCXV57exG4ci2xxoOPsVb9aOCk3PaxS7nAfPW7jLtscxqqSdwpH9Ruuo5Egl44yUoSCJ9vNBBQBjPyjddRB7GfmL/uZbguDYrUSZT5mT7I5BfLThnvYLpFyPfpY5PLLBrzlMYYRJgf8+LSHx9/NPi4E0BGc+Xp5JjfiQF0P8cb56NkrBtvhwxCxOF+n54lYxb3t3DCrfoId5Ksa6+j+Xz+Knowm9OZvOWzMtmg64U/JJ/ciaLnMJKVxgh30ul5amPiLuoIGrHdoeO4mfn7e8sINEb/7tNwetORYZmwGBIg2WDXd25ooDUr7j0ksSD51aCjFT0ieqCLSpCALLP2uSeT9RPB1aSh92TIOp397hZQCa7M2qbfHZh6+7aSC3C+MwnAZJYy3eP97aAxaxPVQ3WncHFwXJVZiYohs6KSWFQGIicrrANJKhUKDSge1s8QKfdsEGBRSPK5tIxyrvk4IdDys7/VLsqPCkXPo9KriJ6e+fDw0JErB9Ytw46ec3R01HsOwbbaVvlL8UiBnpyc9DZJE9H+9OlT/PTTT3FxcdHt1lltosYyZXVtEV2mMSDWrcZj78vK0yJ8GQH0ecI+r0LoMu8Cw/pVfhkEufxFY9kNb5yjBAYM5auiXvRZL+XtstP7zQ2lMhy4vpBMk+zOlnG4wS1r3wyEUJ9lcodtTJlHOZo9o9XnBPR+PZ+vZ1Ou0yucPduf5XlmXi2XVRnBlaeNcpV96tEOBKUeoSYPugNRYYOq7CwTyW82tqq2UJ2l01huYg5GsFEOqt4Eya4rW/2gcmbjcRuQ3LpuDCncpzwRJ9GA5PqgIjr+nXMoO80gm48Mg6Z+jdhEZ3JOaaySDMoJRp2t8lC2usGVZFZGNmJAJ96c75JVqqd0vxtrlQ8NlOQS9/f3XbkV7UUZxURC695xzjdiXJWP+1Sp7FzyRp3rkaHr9bpnUFQfCr+qnHqWJ/EnRkiNlSFqQ35v6YS9LHhbenN4eQa0xxBvgjSSAk0WEprsMwnyZDLpDTQ+2614fkYyrXT0pOsabVAmYbJer7u16AJt8voo0Tunz6qnnjmdTjtPkoMyTSqC1Ypck6RlFrpKCVOxZ+CX/SxBSc+IgzX2K0lrBXq8X3wdkISPypoRfhLuzOvMSIKqDZinh3uz7wjCqJzo1c68zDQ4kGzraAcnILrOLdeMYuB4k/Kip5vKi+FWajeuO9KYdCDKl8KknLw4ycn2KXBAO5vNunVj2siQIfEsh9YwnZ2ddeHjetd5pavVKhaLRRclU61hGiLenFPeBu+VtiXe1W8tApa1Pdd1CwQIiGgXW85HkmqSHRoiIzZGEQIIj2jRHGAIbUa4VQb1v55NApy1gxsNKNN9zaCDOo1LHp9DWZeBjew/N1w62WYZJU8lr2ggq/o907FD4zKT4Zyn0rmsi3tXKy8rCTf1sdeT5fbvGpcHBwep/InYRInpfl8aRnnB8ksvEyBnfaNyaNxyuQyJUas+NMxTf3o/e5QeyQfLX3m5M/nlWCvDCHuQ/K9LmT5x42REbdTIfnfiTaIZ8Tpc3DGVsCfJ92QySfff0bzUDtw3Nzc9gzhP+NHzs5MWHJNyTipRBvAzsYNHAbozyCOphAW0tp3GBseflAeO/3xeu251o7Z2TP/27VtHuLmMKuvrzIlDBw5xIXWKG20d02cyJNNNGZbneMtk0D7tlnYOL4/YCP+swzIrsV8TEa+UvoiJgyiSKvdKk9w6EPUQuMxaroGujSa00+Pd3V23e2IGdDU53IsX8ZoMU+CKWAscELCwbemlciDiipoWLhdIGUjMBIteVOju8fFrsmf48zKrIgG8KweGZHO8OCBU/xLYkPwyTN89CMyH3mcJagotPkN9xXFE4EmPDT2KIr701C4Wix4JyYwleq6AIMd9Vn8vh6IySMKlINQPTnb00riVx1PkRZ85ZjVWGJbGPCjw5YG8vb3tGSrcWHF8fBzL5bLbMISWbm6clm3Uty3gdAD7HimzGrvC26ZM/u6f9Z2ylTJEEQOKCND4pfGExi6ScB2NyHG0WCw645vLK9+rgGDMd0PXs122CGywvTJZRflOEiTCrTWNNOJRLqieXJfr8ix7ZRFABJLUYS4Hqde839in9E5nfZyNryoRoClPJ/yqt+rmRE7PyOQ3x5ETVE80YmsMsS/1XwYw3WPMvlTZabRUXX28cSyv15slFhoTKst0Ou0R/JankvKP11NPZGMxIygtkF7Jq8o4tQfJ/9rEuZQZmLI50pL/TjDn83k3n6WjhV+ptzn2Dg8Pe/tzuDzVPHh6eorr6+uOdIukR0RP9+p3GcAVnUa5qjpw7bJShtNVTmI1zhGP5JrNZl076/PR0VHc3t7G7e1tz3FBjK76ZBhZSW2k331d/f39fUe6dR83Mc3mtuSa+igiXjkHX142O7er7HKC8LjaiHilmzhufJy1sEim+/Zy5H3Szp7uiOHQyZZA4f8EULQEUolT6XoIjfJwcuhK20mLAwcBNZFvTVSGfdHa9u3bt85zx/Lp+dn6LNVL7TKdTjtlTGWv/1V2/qfveg7zz4ipg8Lqegfz2STLJmjlGWJdeS2BiPdD1re8V/WlF4Qg29fQCXAx7JBjhP3JDafYXyKKqk8GtNm2VJZUDAwpFwFihAZBPJ9Lb1DmUfa5obZTObxPve9J0un5UZvRK0NFrGdzDhIQk3BxPfl6ve52U2VkANtM7eVHYHAzNe7jwHGdKZtWqgDsj1YwY4CX/+fX8TvHn8CAr/uSInfDGGXl7e1t3NzcdF5xgSt5OUi4s51g1S8cA6qvxrQTp5bscXmVyQ8axRiNJKAj+c0xSQMXn+GGzMPDzWkZDPXjPTRgZf3loDsbv6zzGCMN88tkPg1bnvh8B4Ze5kyfCsw78c7KlhmBNQ4kt3xMuleH/+l6N2bI2NECn5SHIt18vgi3GwYcm/D5lIdKLL8+R2w2VWI5KmNH1tc+56vx4HV2mZLJmEru7NP4xDEfscF8buzKUkvuU+Yqco7LfOhMyhwEIp2MKiT2prHp6ekprq6u4vr6ujNOah8V6gKVRZFoKpOvLY7YEGliHXemSRbrmd4GNFK5t1n4W0mGfjoZhPm1CWiG6/Ss7H/udUN9Rz1Hr7uXV3KGG9RKTtPjrTGjdtA96j/qz0yHuh7K5Jjro+z+bXHVPuXpTZ5u/67B4anVSRkoIbiiRV4Dzl+6t1JUrhypvKkE6SmVpfD+/j6ur6/j69evcXNz0/OAc9MsEkgSmAzASJCQPK7X657HlKBOkzFis95QQFq/ZyCV7UriSYshyRfbK+tjggoSf78uA/8UBu65cKDE5H0s8KPvEp70wOqdllKGVFOYsi1J5NxIwv4T8dW7drPX+GTeTuqpGOjxY9+5Uub4laJgOxF8ajyQPHMMZdENvJ7GJe6GyutliVXb0MulTbuenp56nk2eGal+41zhWCEIpjfb1yv53KqMR2PJypjrdk1V3kOEyg2bBAAEZS3DpvpbHhEZMHSUiyvfyrCmsUWQo3dGHhAAkkhy/sto5H2+Xm+82Q4MBFI4ZnWNG/BcR3COTCaTzsjJcEn+r+SgTuBPQE3t5HX0PqHhVO1CPef3U7ZS3tI4pf7NXspTso1GDQFqN5D48hon3W4Qpu70cG/Oa9ZF/UpPDK9jm2WgUG2YgUuW0fV9Szdm/aF8GKXg+ERjzTdqlWzWuFF+HlXEMeKkeyywzUg1U0bKM7mxB9Ifn9THGmMcA5n+yfqLsk9z+OTkJFarVbe3CU/1oJNB91NmirxxOaX0QkR03tSbm5u4vb3t8iHGpY7nmdHcY4WyX/UnpqXTiw6UiI0M1hIO6TR5p2nY51nexG2cr5IfvhQuk3lqf71nczfTmy6ffB6qX6SHPNJFy/5o/JMM4camKjfXjtNpVJHt7KVUkfa9jHifNJp0VwMxou/9y4BLlUcmVPS7KwMCjkyxZ89yBc77MkDma8YkAO7v7+P8/Dyur68777fCLRmS7mtTswFL8EDrJ9fkUuBwIhJAi0DqPQPKBCcejlMRMG9bN1R4+KmIZgaSM+CusnpYPftJ/ed5ZiRY/3ENp/pEllKRArZ5ZiUl+PQ2EZByi7U+azMSglsSbM/bwbmPTX4moOMGcT62lCdDQ1V3gmsKZLarjy/uds26SlGrL7jj+NHRURdmpfW+Ur6+oQiBhJN+lSVrMyqFDHhncqZFSv+swHMIRDNldWZ7qu8VYSEw5GMwu5/Hrug/EXgumRDY0rIJ9pfmOMc5QRUNVOzPSsa7TJX8pqfEZRGBYkR0gMdJFduZoOb5+Tlms1lMJpMekWM93WCg5J5SB9KUTZm+yIwiQ0SSpFtAj1Eo7D8C1syA4KTfybZv4Miy+JhlyCaT1zHTIyqX2l3lYttRfrr+cJxBQ4+eQ+M+I5xYP/1PmSwdJF3B5Uocy5lurIzzur4FnseksXJjnz4msU8zOeNjfGh+Sy4dHX0/9ef5+Tnu7u7i999/j/v7+7i6uoqbm5sOlxJXHBwc9AxkNJ7J+aQyyfF0d3fXhYQLS1FHeKi7dALDqikXibFkxNdSTobEK7lBVc+MiN5zadTXfYx+1BIp3i/ZmOEy9hMNcSqHL1dVO1PvMfqVmJU6IWKDSbX0S+WSkVS4WeWfTCad3tXeNnJQZFGTencO5JhbnyWPMpm0T7undwkv12cqRJLOiPFhkvyN13Nw6jMt6GPKmikrBxEEE/P5PL59+xb39/cxm83i9PQ07u7uuvUt8nqLgPvRDARMSpqQ8oxqzS2BoAsH9+oJFGhCesidK2PPwz3c7DdvK7WHJjwnKz1FrCvL455rXUvvqINO9T8BH691sM1yMnyKoaK6xsmIGyHYPhTguk/1jYgeub2/v++BenoW6e0m2eWY8zWKVIb+Up+7Z4QvWsKzcN8MBDjpVRtwLGisunLivKHiYWgzre8cfy2PdUZGvMwOpN87ZUr4I9JYks0xWZFFXefkS55ueaMlf9wAp/sJ8DT2J5NJD+gQZHGHcvYNAQjnf0T0QEUmCxwosG76nySJUTOZTKSRkPfzeZRxJIk01rGNMoBCkqWoJvaH51mNCeVDYkigVI0VziWWV/PPoxUoAzNdzvajLGIIK8vF+/2d/c3yUwdn5FntxXxUv0yXtRLHtvSpxill2Hq97q1BdbknfcN1mG6Qyci++jSLOsvkWEbQqpSNhaFr94D6YxLnDskYU4alM7zMcRWx2czy27dvcXZ2Fj/99FNcX1/HH3/80S0JUtQf8ZBkSYUVSMxZ1moOEO9mep063B0+nEci/dy3RmXRcxlRSMKveRSRb3ar5Wwi/Swz21SJuiYjq9Qz1E1sF2E9yTv9l+F09o0M3NPptIfxxRsUyr9YLOL09DTOz89jsVj0nEvOvVrP51jLcBbH3j69Lb2JdEe8Fu4kNn6dd2BFwnmNf3cAMFYBZfdw4Gmwa/LIc6lBLuIgb46sclrvKAudvN5u/eKElZeE4Wdqs/V6HQ8PD72JQvKq352s0cPjRFz3OaHxieWCJcvThYyEivLgNS5UOEZcqHo7+Bhg+Z0YVGPO76NH2wU1FURE32us8ePKQkqK6/r1TJEc3+BL7SzPiNrDlRetqlkfMvIhM6BwfREJEQkvn6E6c0MOlovl5HP0rIjoecvYxt5uBP1U0K3xyf72seGfh9JY8vzeZHubfCr5VslNV5o0FKnNj4+P4/T0NM7OzjpZpbV9EZvjSGik0suXTjCCgcsHSH4yueLEinMrYhNKKBnpc4PRJD6nXB5SfjrI5bMoT3ityqpy0NPpRNvnH9uf81YE3MEe5T//4/NE2vl8XZPpg0yeZLKEc5Aekmx+uXFDhNM3vtS1lCN6UYZlxjtGzlT954Y5RsW0Nqb0eZT1FQ1E6vvDw8Nurjgpz4w/uo/PY3SQxoEMYJpH7qFSqrALP1f6dmzKMNo+vV9yLMPkfalx63KdeRFniHz9/PPPnaebJ1QocpNkUER7NpvFarWK8/PzuLi46DYC+/btW4d75ViaTCbdOF2vN5uisqzSIy4rWX7hp8wZkJFfkmxiOWFybSQn3SE5or2Z5Ch7fHzs1ZvROjI++3x2+eQY2euouS9DAf8nxnSjImUZjdx6trjIbDaLs7OzuLi4iJ9//jl++eWX+PTpUyyXy96xyT62OL4qwl05P/bp/dJo0u0Wmeo/78BMgTMfgoBWekvHu/Ci8mf5HZxIcIg8nZyc9KzasqIpnPnu7i5ubm66HQWzM2IFimSdlGCYz+ddWKbKQ88SJ60Dg+xINfcKtYgM655Z7rnrJb2ZruAJqDOQq0QrYcTm2CrfaEmJRJjrgtl3Wci87vHdrkUWnHy7R7UC5B5atFqteuFavD/zfpHEel4EzKwfFaw8KW5NJomlF8s3IaNS4TP1DBpE6I30NVEKhRJwPTo6iuVyGYvFolOENDy4UaMiLWMId/a9Si6fWuk9FQzl29hUgeuqXK3fBew1FhSG9tNPP/Xyvbu7667NCIRHLwhYzWazVxvmkFj4uxN5BwAvLy9dGVR/ykzu5urGGs5RkjZ/jtpG92v+6/7Mw8p+iOh7u0n2OL6zvpHMzq7zaym71Qf8j/f7PGaYPWVL5V0j0M0AsvcTdQ29u54X+53lq+a92txPYchkakT02l6ykXLPI5e8rb2ObsSYTqe9XY4V9UPZLDJeyS89x4mFflssFt2RiDRcjSFmLdLNNntr2oPutyfHupURKJM3VftzHuikj4uLi3h6euo83TruS9jUZZjIp04JWa1WHYF9fn7u7T2jaD7fBIxzl2T66ekpTk5OXpU3YnMuPTeXpdGWuEvfOb8ZPce148RZOnXj5uYmrq+v4/LyMr59+9bh+uPj456DTLuCS/8Qa6tPskgc9RH1AvUO5z+98a5jXPY6ZlT7np6exunpaXz+/Dl++eWX+PXXXztPd2W4cxmRGekot5xw72XA+6U3HxnG7xpg/F4BaaZtOpQEOiPOY/PkfczLibkU6/HxcQpqnJyKfMsLLgLu54sT0Oqe29vb3uYQPKLHBZALJgkCJ226d4hwMw9a/lqeIxFNelPcG1RNfuXJPpCnlQRYQDWiv6mRAyT+pzxIVH3taXZUF9uZwDwL/aSlkwCR9fHxxD53gaqx5P3nXijW38k2xwUNCjQy0GCj8nNjNrUZLbwR0QPu7C8aQUS6RcSy9UUtUFGN07fIC6aMAG9LisckJ9te76FUgS/mN/Rstp1AhsLRLi4uurwnk0nc3Nz0loFQyWcAQ2OOoeQaW264zIiryxEf6xpbIms0TiqixImMxn5LhkkfsR6cW2oPeTzoKfbxSpDlBFJt6P3ioIZ9wL53oyUBuWQn51NFuqmj1IcZya3KqPJwXLBtPbIrYhMCz/ZkORhJw3Wd7G8/gtHlDdeoZxtgVp6zSqZk7U/CLbDLpTaqK/vfowRchzDyR5+Xy2WcnZ31lt5Qr2c4p0W42V8+tjxlpG6I6O3T25L3Z0QuAzIDSoZRKYdEnh8eHuKnn36Ky8vLuLu7i6urq7i6uup0tfJ24zxlL8chcYUvC5LBSYlzUssyI/qb11L+0lut6yVfmKeWMinS1I37xHDycmszZJHu6+vrbuNbkW498+HhobdW3eWX42yXS5znxIweaUg9SfyrtqE+oo6Q/Dk9PY3VahWfPn2Kz58/x08//dQZ7VpngbcItxNtN7ruZcH7pndb0139Ru+IezAjtvN2D93byscFVZWXv/vEklAhwZ3NZp3l//7+vgs/11nEIuT0QtNipuu0Xnw2m8X5+XkXHpS1a8Rm8xW3EnLiZhb/FhnOvDwOINiWDup4XyvUNAMO9OAQYPp/njIvA4Web5TmHnEPc2SdqxBFlpkb7zjJUGI/OtHmmkgeoaXnURi6tyQzarG/HXiqz6SYtCyCpJubdyh/D1dV26qcUow8B5pedW8DtjFBtxNwpvcW/mMJ8HsnJ+TVf7s+mzJM7SqZtVgsXnmfj4+PX52XTtI2mWz2IIh4vWZP81RETCAlU+yqF+eBnkciqDmlcnGjRNWN8k3yT3nxFAp6YnWPGxIyY0HLO8++y0iq993Ye9SWGWmXUcHHDHWRE221BfsuW7vsdXc5zDGjfqlOinCD8Hq97p0TrHLoORxH2tOEhmmBTm9HktdsmVAms71NMyODxiHzoWFGr8yj5HnyXi7DkKzkcYjZZk5edpcPrke9flVqEb89yP6YlBFu/a7ksoCfq/so45fLZXz79i1+/vnnuLy8jJubm/jjjz/i7Owsbm5uOpKsuaexOJ1OewY7zidusMj9hiRbONbv7+97uJT636Ps9HwdMSYZoSR8oTmu+aIlUmdnZ7Farbq5o3zdyy3S/dtvv8Xj42PM5/NYrVadoUJ5cz005yHnozuW1P6UPTRgZMenrdfrXj1VZsqKw8PD3pJFRjJ8+fIl/va3v8Wvv/4aP//8c+fldoOdjymOJccgNBxk/GCf3i+9eU13ltxCxw4cIt76vs1zst+rPCpFUyUqYwk3KVwJHgHap6enLmxcAJRWeyem+s3PBdfxZE5mOeFJgCaTTbgnNzUi+XFQ4u3ggFLCIxMuukfPF1Byor5eb3apzNqfSt49MBGbUE+uF9T4cTLnnjhaaV2AOjhz4epjVflkypHr/jKQToJNks2j57gDfuX5Yxtp7LEsFNzy/PtYi9goDa53uru76+ohRXhyctJrJ/Y3+2wy2ZzTKU+qdtF0y7PKJQV/dHTUWZzZ99UY2SUNkaAx9741jc0nU3SZISJTii0gp/l3fHzcixrReFosFt04EIHi+aAkXSqTxrR2stf3h4eHnpVeZaH88Xy4v4E+K7xRY5XkmWRNxEtGoojoXcvlMSRqkuHyPNBIQG+rvJwRm01tGNGidx9nNFzw+goAqS1c3nMMsM9dH9Bw5/+5nlDdGXmlsaCxQfJJYwD7g/KDIdaUvcqD5dN4qEg3257j342NlVHZDcPulWIebFOfTyTcMtyqHTIjkmMYPofyUe8KjdVv2TInJh9v/kw3XGZ5cDwxzz3A/nGpJauJf3wO8n8fsxr/x8fH3ZKFn3/+Ob5+/Rqnp6dxe3sbJycncX193c0zjc2I6Jw/vjRDn+fzeQ/zyHjm2JHOBHmRuexIc4pzUnOD+4PQUEiDlWNbYQeSecooObT0UnSmwt/9pfpKNtFwFtHf1Dd7KUm30DuvdmD7qcxqG/Ylcas2cj47O4vPnz/Hzz//HD///HOcnZ29Oi2kmvMtOVWR7b1ceP/0LqTbBbgSLXSZQvM8KGSqzm4R7THXZQOqEmjVvQSjAigvLy8xn89feR0IvDIBRfAq74GOJqN3XPkIQPJMQ5VZoSyyrCn8xr0BDkqyNqMQJymlh0RkmN5atZOTVG9TAgvmr+QAz4mjQppFMkkKmGfl6c8Id2bZrKx/NL4w0ROlMksJqc+05ODu7u7Vzpqqh8pOgdwylogcUDHqHlmjNY54Hqc2GBHwlsdaZFghj5WnT9cLOOpIKlm1peAZvkyiRAMDyc9HpbF5v6UM2xJ6jpeWksv+G1KQbE8CCPXPwcFBnJycxOXlZfzxxx9dOQg8PMSa8k/XPz4+vtqFWc8iaHLAL5lGkq/NbigD6AGlvNNyEhqaNJ94TIyIkgAeSTfbSeOVIeka95pLlOcVmMm8x07OXQ8oXw+tJvnWbx6GXZWLY03to7bjXiCUv6qrE3yWlbJMukrPyMgv9aBAt8gsZSbrRdlH3ewRSpkB1duX88ENl5ncIRjVi3KQS4TYLiyv3yuCzbBYbqTGpTpjwK6TMz07kwG8x2VCde0+/ZiUYWPHwtW736dxJtJ9fX0dv//+e9zd3cVqtYrLy8tXhkAZS29ubrr8iN01TyU3JUuHIgaVtwyzjMaUvOM89zmjOcr57eXjS+0i+UQ9QGzqONjlHJ08Lgd4HZeXCtPJcUInmAxs8sbTEULdovJreRNfOof9559/jr///e/x66+/xufPn2O1WnUOEseHbKuszbxuxLhjZdA+bZ8+xNPNVAn3DJi6UBmTb5XXNsmVkJc5E3A+kCkgOLAr8JQRb03ii4uL3mYy+o9Em2vG9QwJR4Xg8Fgg3+zHCWRGqCT8BTb0v28aJEEl8ERC7STW+yoTnvQSEZD7Bmrc0IN9Q0AlQc+NLLi2LiPjbvkbk7Ly07P99PTU9ZeUAXcVdUKhV2akUds42NL4E8F2IqvfufeAQq9IShRepnVOqp+v69ZzRbx9IyAf/yrzdDrt9kigYneL9V9J6I+tayZHh4yEERsvoX7X2GK0isYnwQ37OhuD+uzAi55IeQj1fEbLcK7IUKSy0mhJw56ep/skn0QqHQRpbhHMHhwcdHnS+8I6aT4KJEZE71QLJ7hukNNn/81/9+dWUVEk5O7F92gfjoHMWFjJXNdzFYhjeXgWcGZw4T3qf5JvPYv50hOmfLM6cUx7/TR+nRDr+SxbZtD050nWERT7WFcddS3/o4fOdy2XTsr0s+OhbHyxDVpEurpmn35Mygiz/8/rIvJoraxP6ShZLpfx/Pz97O5//OMfcXt72xlWJdc0xxR5J5nKZ2mOiKxqKZL+45pwfXb9L4Pc09NTzxhPgyoNuxnp0/UZrtL8lpxWfnJaMcqOBmCGgSvxfncMUYfSkcJ9nETYNa81x2ezWafTWBfKP3IIyozJZBKnp6fx6dOn+Omnn+LXX3/t1nLLy826VHqoGkeO0/ey4WPTaNI9piMyS1ylIFv5uVBqkerqv0pAVQKvIt5V/pnQk/Km4icBzCaBg65sAzOuwZWQEmG6vb3tWeZEui8uLroJyeNIGKLn5WB52BZ6zyZo5f10YaxnEeTTc+3vahMJTt1Ly5z6kiBPRFwCk2BHXlh5Yt0jw7pVIKwCdOyrzFDCUExGK/iaeNaJltfJZNJTNNzQhGUWoFRyME2SzzPmpWQ0hrk7v+rtXjUCaScREZuNVmgV1nNOTk56Hi2NFylPH1M/goS/d/4uO1pyrEoZ4HZZNSaPiI1hRiRV1vjHx8cuosWJtc9vGtg0Vmi4ooFLZEIES7KHnk2CLeXPertc4vwiEeKmVxrbmnsadzS8keRqfrkBgJ5ZhWMfHBz0loFwrmVtLY+9e6/Ul1V7M+k6gk2ejkEdoeTE172u+s2fw+f52KN8JACl3tL12XNc77fIoafMYOH/06jNKAWPqPGxyt+YMg85Pd7Pz5tTSDgXJG+5ySCPl+SLxyZlumgoDcmBjGSPxWH79DGppc+IyyrZ38pXY1lRl58+fYr/+q//6jzZ8mZ//fq10+00nkn3a2dvRsFwrFGeuA5wuaB6SEZITjPqTrKNukB1Jj4S3hBeuLu7i+Vy2SOteq7PfcmsbBNdOpBUR3rH6YyJiJ4MVjvRiSDcq5e3AR0YfIbqpogFyQYeD+aEO/PaM1VjiH23jczZp7elnUh3CzxWQt4tKUOCv0V6XRgNlWtXwD4GJLuQ5G/6PatLRr4JEggaCMoYaklvqQTEwcHBqzUv2W6uDmpbzx1LFiaTSW83WXqU6VUjKSUw9XUzDLuPiI4YZCFN9KgxNPbo6KgL6eN6Y64FondV9aC1liRB17CdKEApULWZh0LJtXab6xupTBxASeGoj2RRrULRBSLZXyTFeo7AOteSq/3VH1IqCjUn6ebaTF2ruhNgkySQAE0mk1gsFnF+fh5nZ2exXq97oZUcnz9KCWQEYBeS/J5liKgJxlAeVbtRsdOirt8Z3kuww2drbDtJVAghd5vVWkDNKT2bwMyJq56TzQcSTBqouDkYSTcNOy8vL70wSc0H1p1eEgdsPDrHSS5BE2WrEok3kxNuzVcC3az+nFOU2+pjynv1i+82z36okuqitqU3jV4tl4M0gurlOsiNwJLdaisfFxkgZ7uo7dhGDm75XI1TjR33FlE/sk9cxkZEZ/jhppSMAOKpGSTcemUG8QxbDMmkilwPve8B978usd057jP952PB+1IySKfgaC4oQufl5aU7llZHaCkvRltquZCOCdMyHHfI+Hyi7nZjJg1bNMRzeZ3rG+qayeT72ub7+/uuDJpXLiMzA6ZkEo+LzUi37sucTyyX8JMwuOSkRwCoXJLXwnA8iYOGTC7vm06/77ny66+/xv/9v/83/s//+T/x5cuXOD8/70j5GA+1y04aTpybZfXdp/dLO4WXjyHgGbHOLN5DeflvmfUvSxlgGxqUVZ5jwH/1f0tZ+jOrlyY/vTBPT9/PQNSEl7DQpOVuqJm3gfkzpM89LvxeCaSIjWdFoNaPEvJwaHrMCOhYHnqDVW7Wlc9maB8BltYbk3CLdNNboz4gkWUfsb5sDxJR1YkebpFuEWZaRUnc9QyPlGA7kcD6Wii1rZSTPHO0sDJU13fTzwwwtD4TVGceQIXpRmzOlxexl0VYiubg4KBT5uv1d8+r1oS7d6xSev+q9K8oB2We93mrXD62Ca7VdxXo8LGh5AYxGVIEzGTsY5gtvdECYfQKVmQqqwONgzQ0yuDz8vLS8wJzvDrpdeMiQafqp+sFnujlV3KPgdopk++UK9mcY70zAsX6+34fLCvlvdpfJNABZwuw8XcaVWTYJYGn8Y1tQGMA6+beI/6X4YcMK9Agqu9+Wgjbh2Ofhgi2SRYNRlLjxmsZdxU+q/rrd7UVj3EkKPd+2MUAqDI6VvE29N+y/v6zyNr/5MS+qvosIvdSVjrRx+jR0VGsVqsOK1xfX3cy7eHhISaTSXeWN8c6MR6X5dAgJqzHOeOebuYRsdl01gk+MY0b2l5eXrqw7ZeXl64MMlxR/zD5fKoistzpQn2k70zEZDy5gUtnOLepV2XM5ZIg9RvLyaNd5/N5nJ6exq+//tqt49bSUY+O8XL6O8dN9crG1T69b9rK050J/kwIZMqyJfw9+YAZk1rke4wiqeqXlcUF5BhikOWf3cvJ4cBMwEmhkprcJIERG3BUgSoHeiRZDMvxED1eQ88CvQQEY0669WwKXwIz/kbgL/LI9TtsNyoZAjuBTG0sx7A+WgjZJgSv+p1KyNuCxJvh8LKEeviRk18Xhu5VJyFne8srrb4lgONmPFRwGQD1dY3Mh/f7mlo+W+ddRkSP/MjjKCu2FJT6SOfSr1arTnnSUCSilIHfMSkznu2a3kMRDYHnIfnq125TJoI7ghCSCCXKA81V9ZnLEy1XoNFP44qyhSHhGmuqh5P7TFa5TGR0iLwoDC9UPgSMmTx0GeTPYz7cD4JzLSPd7M9KB2XPitiso2RbrNfr3vpztTENCZzTBH5O9rzcQ3qbv4tEetQSy0MPjvq7attW4lilN02/e4SQxpuMfR7GybGh/pzP5/H09NQL/6ZRKCNDCi8neNdaV5FvjwqQR933GMmWOFVpSJ45iWvhEq/XHmj/+JQRbzfMDemMKl+OvdPT04jY6ObZbBYHBwexXC7jf//3fzuPt55Lw5Pks8ojjCC8xcgmztFs+YmSZJlvkMllkkokqyq/Qucp5/nKIi0pN7L5Rv1FHcPyqCwquzzdMmqoTYgxPWLSDZGUR+pvbYY8m82687j/67/+K37++ece4XYjh6dM5uralpFvnz42jSbdFel08NdS2Jly97y3VcxD5fMB9REDbGyeu1znYJOK3kk3yauu88SJLzDsIYsSkvQCUeDw6J6I6Ij14eFhd5YiSXdE9IS6CJkDMtXTPcgC/gTwqoMLUAJseWRIuOmdcfBNTzkFrxMHtYOHMbr3iW3lZJ75qs/p8cnmhNp4Pp/3QG0W4kULK/ua+XioJEm3FLP6zndYVzvrfTLpb94mjyN3aNfzVVZ5/xUNoOOmuA44UxhjkrffmOur/LeVGRWIGlPGqqxjgNlQOSvi7cBfQEtAR3LGCd3Ly0svfM7Jq37Xf1omwpBuByMOAjR23RNMueR6hOOb+Wpce1h1i2SrzpIdp6enHSDKoolct3k9st+9j5gP+8UNZwJ7jHpRuUkG3ZubbbqT6clMtqrfSOZns1lcXV11L+0z4p4rtbN7k3SNA121PYG9nkl9wD0/CIpdv1GvRHzXW9rPQBEa3759K8/MpnwWSFa59Jxs6Y8iQLjHSUa2h8Azx8sQAdezM3zm11RjYJ8+PrV0xRApj8jxN+dpRHS7W0dEdxyoyKtkgeYsdYPmmPKNiFfzkGuK3eNN4u1OFxrhKdcyHeC4j0SVmEW6qJJ5WVSJe6KpMzzJWMDN07gzOuWh5AmdGpWec4fZyclJrFarOD8/77zbFxcXcXFx0S1RGXKoZTKDY6T12qePTW/evVyTXJ9bHdlS8D5YMuI9dkBUIH0b0tsC6mMAbut5lYGgVRa+03sj8OtrWLKJSGs/AQnXcGpNmocSKw96PSWkuHGSwri5eVtEH2iLkFGw0/LHsumVCUONLQl3kn96FriZnAM3J3ZKDHH3sFO1k3t/+ar6RB7c7LnZuOJcYESByk6SzbBstSXb1T2AbAPmQQWle33dVUR0hF3khCHmJN3yhHIcsx15Xrk8RapXBi5bc6aatxUJ93kylHYl4K00BKiHysB2zf53gq7fsn5XPs/Pz50skKzhPFd+muMe3ueJpJlgzMl6BiI8usXrznqpPgJgbAOVnSGRfo2T7el0s0RluVzG+fl5LJfLDlRlodpVH4wh3B7ur7YT6ZY3lQYHzUP2Kb1RfnpFFc7sOts9+Cwf1yvriCLtjnx5eflq3SLrQh3EceukW/Wg54rAWSCY8sSjtzh2aFjWd79G5VDdVI4WnqExQfKLRlbWIVvfnpFiN1q1wDTnf4u4tdKuWGmf3i9VuNhTJef9Ps1XJXm8X15e4v7+PiaTzXGrv//+e3eGt64hUXZ5yP0JGF1IPEZSyahJ4Qkn2xH9pTqOR4TxeNyenCjEK4zycQzI/DgPVc8hPUPjnu9hIXnlGxerDdhvdIoJ20k/rVar+PLlS3z58iV++umnuLi46I4Gq044qMrrnvU92f7XpzeT7srCWhHtoc5tkW7mP/T8XdIYgMz8x9Qlu8YVa/bfUBkdZJGUulL2MHF6afniEQsUhvREZM8WefNNYigIJTB9TRuBV6u9/EXPLjdYEyB0gZtZPB34+3dfc8Rzf7XOyMPwSW7Zv2wHGRp8XbZ7HTmOdI1CGyurMkltZsCI2Kz59OdVXk/Wy71XCiedTje7NEe8Juq0TkdEb00U131r/Hi415g53QIorf/Hyou3KqaW3NqWeHvyegwBs4j+plIMFxShocGLoEiE9uXlpUdOMsJMuSNy6B5fL6uTsIxAZfXT8z10mjIjOz6RwMgNPQcH33cCXi6XvaMY5SXKCJRAFGVK1jZZf2QgyMEkwZ9kCeeXZEmmh8cmL7fKoHxd9pAMHx4edjslcz0mySHlidpKfaDnKm/XG5IhlLsMT3WZyjaX7KzmPXUcx0NFSvkMkg+CbBqB3cud9fnYuZ/Jxm0A9B5o/zmS4072qxulmFq6K5Mf8nBrnGoDMmGzg4ODuL297QzmMiLpP+Xl582rjIxEctnvBrHMu02jJaN15vN5J19ns1m3AevZ2VmPjEo2Um7IKChDmzz8XAJJnFq1NQ0H+t/lrofcy1DgRj1dpzorYkxh5Qonv7i4iM+fP3fLI6s9J3xMZC+XV+QNu+qIfdotbb17uZPhMZa4oU7NLLgkLq3B4MIq+/8tg6ki4u8xQMcq2Uq5OihgWelR0HeFeNJL6yHT9ErqObSWMhyaHi5ZQOX9IbjQ8wnuJfBYVoF8knAJGPd60MtCC6aH3vN3vjKFxjJozY6INsOgfcfKDFATSEmwSSkwDDsj3lSMGcmgwYEKUde7N17ryp1U+Lx0wJl56gli9TyFpX379q1rWyluLlng/STdt7e3cXV11RlrFD4/Fny2ZJD3byu9l9Kp5EX1/MxQVuUz9rnVeFSiR1hzimCExJvznAAtYrPbOWUU55FHyigPGr2yOmSEip5J1YFzzOd5ZkxyL4jqyrHphE+kWxsxcvmMhyyyDVrjyfuD48MJr8CijJS8R3PL5yrbbjqd9sitDCn67nM6K6vam+OHbc82n81mXVtdX193hjcBb46RLEKCxhOGivpeEzQCcjmU6qalTREb/ccjKDWW3ZtOIybb0o0YbA/9TuOE+o0huZmRZgwuahmasr7yMTTUt/v0r02V7HC9wTEwJGsy3M25M5lM4vb2thf5IT0uOUEDFZ0cmuOLxaLT9x45wny4vIyGVB/XKh8xHDe+nc1mcXp62hHv09PTnmeZ858yXidWTKfTbrkhveQZdlZ7E0s7LnH9Q2JMDEeCTv0nGXx0dNQZdRlOLr1DQ3GLcOvdZQbLmr326celrT3dGVFxUE4hkAmJKhHwt0Cy5++fK2E0hoD7fW8l7WNSC5Bn1xCIuTVLbefeA5JqkUeGTRMk636CSQmQg4PNDpZ8LkNrWpv0KE9dKw8pQZTKrEQATLItoU9PthNt9wJ7GCjbj4SbRzvIa3Nzc9N5ZGWcIAmhQCTIV3nUJt++fevu4eZw7vWQInRg6kKeBEltqJBt7pZJZeYEm88U4NWz9L9+o9dcZVQ/6aXfeWQTx/B0Oo37+/tuLFxdXXVKUPfQq+djv0oOUDLSnYGaLN/3lAEtWZaVd9e8NXeZKkDGMaT5pNBpen8JNugZFkATOOORL5nhxudGBiB0H5/NDRVpmOOcI9Ah+HHC7eGF9J7y3Q18GpsO1jIglIHkDASpDTMSlYEieUNIchXO7O1DozXlDjdjE6DODD7ZeKEMp9z3NtU+GnrJ402vd0R/N2OOSeVHI5zknFK1nEd58CgwEnWSc9VFss0NtD4us75zgk5dSWMrDQfZ2lJPmdxS/pxLWT9lY6mVqufvwfiPTRlmzeSKZCTn4RDx5tyZzWaxWq1ivV53Hm3JdB3JJTnh+iE7AebgYHNSSsTmmDIZuIRDhBlcp6heHjmjo82Ujo6+H/96cXER5+fnHSnNiLMSy695ztNsuN59vV73jLvCLWxj4SzlTdIthxON1rrel2oS006n348F+/z5c/z0009dSLk83JW8yLhY1q4+HlTeTFbs08ennTzdemdHR0RvoFWElwrW8/HvFQjwybUtsd9mgGVA6i0DNMtvTBp7vbcrrYraafj+/r6zcJIUERwT5NDz6iF0BIYEoCRzBODZTsVVf/J5ft6pXgxn9/BxWhszEJsJLDdOXF9fx83NTVxfX3fGCraZxry89gRh7uFQmzIMmxZgB1MEp1mbEXyrPFR4vqGR7qOSrcaYykjAT0sty6V76VWkEYBlzzzYh4eHcXt7G7e3t90RJ0OGt1bZnURk8iQDsqybrml9HypH9r11X0Z+XDEOGRyGZCDHPj0Cml9S9L5ZC+8X2IiIbvOpiO9jn17EIVLAcmZewyoMXde7J5tENFu358SK5JxGOw8RFPEjGSeprzzF2TjkfxXZrYDRer1+NW/dgEiDhfKVTJDsyYDZGOLNvmEZaUChh4ngWbKPZ5w7TlA/MpJJMp6g2r3zTtrZb2PXbbIu1BPUDd5elHVuYPay+NjLAHQ2RrLPQ3O7dR3be0+s/3zJ5bfjI451zoMxhpXJZPJKfkh2y6A+n8+7zRA1rkV2pRs4J4V1NA9URnm3afgnfnDiraS5Sk6hsmmT3vPz8/j06VPvrGouXSIxpoNH80/eYxkQJpPNfhlPT0+dcZDng1PPqC25rMqfQ8cDnQ+Sw5QN2hPjl19+iS9fvvSOBcscOlV/OydzTFm99unHpq2PDGuRxhbIdWBbkWx/jSHSyrOVsmePybO6tgKDY8s4BKCrvDPg5i8SbQEuHnFAr60EAfOVAMsmKIkmBT49Y7R6qkw8Pko7P97d3b2yALp3VMJMAm25XMZqteqEkgiCb5A0BIi9/dwocX9/H9fX1/H169eOEHIdt3uHlWjB5I7pJN08gkORA1mYJTexIrnlGPL6SNlR4dG6qggIzs+snz06ICI6Cy7XaKrdVHeOHQ/T8rZWPx8cfD++hOdXVqSkkkEVeRhLJjwftctbgOkuBJzlzZ7fKktLIft17FuNzZOTkzg9Pe3Wyi2Xy4jYjGmWj6BBEQkcKwwN5vo2HzMi8TTY8TMNgbqeBM8BDMPlff8IJ+Ek6B4l47/zXifclU50uRwRrwhvpivZR5SxmsMMoRTYJYjV/4xGoW5wb3iWMj1TjTOXHYwuoPw+OjrqDIEML1XStSTdetEQo3pxPagMiZS/7C83YLCOlY53GcdwWT2XBpnKEORh5S0Pd5XGXDsGA1U4bA++/5zJydGQXhujHyQvdRoDDXXz+Tx+++237hixiM06br1Itj054ctkooeXC0tR1tGLrvXPdLgwpDyb26wzIw2l55jHer05woyRoDwbnJEzlG/UoyTlDLHnXkmSzWp/hZR/+vSp5+FmO7ueyeRY9WqNgzFjZp/eP21FuiWkW+TbQTZ/HwtOHHCPtexWv2VKZuge/jck2HY1CFTlGSLaem8Rbq7X5jrku7u7+Pr1a0e6CWIiNiE+suKJ9Eng8NlMsggS6NFzTNLNHatJCvmusgg88xiF8/PzzurJHYQzq+AQ0CKo4lEQ3In39va2KzdDWx1EkWz7Tu5OJFSuw8PDVx5jtSeVkspJoOxjgdEEMhxovZbITLYmKfNWZb+5Bdc3RxEhOD4+7hFGAmaSjslk0m3Cdnp6+srrn/Wbz5lM3owl2ruA1F1Si8BkZWEfjyXSret9HrBfBAC0Rk/y4uvXr3F/f9+Nz6wMGlMyxsjgEhG9eUBwpLEj4wpJGaNCGBGi/3n0nJ7vJIvh4B6eTDmWfeY1GUHP5nxlSK3kMsc/wamHO7vX1aOKspfPWRrOqLuzuVIBe49WyupNYJhFHWiDxJOTk85wmS2bIel2Q4fmBZczaMz5EgbvS7bpUHuw3gLjMmDSSK120bxhxBWBeBZ1kemnMUaObA5W12UyUp9b+WWphcH26f0TdWfEJgqIc1F96lEfur/K1/t+tVrFdDrt5Obnz5/jf/7nf+Kf//xnh8/W6/WrvRU4brmsjYY0GgUj4pXhitdLXqzXmwgS1VXynuu7RcR9DmVzRzIhYhMxKf1weHjYYWV5ubUcRkYH1tkNscTELAc3J+ZZ3pKRMnD/9NNP8eXLlzg7O+uFlNPowDpmc3wM2a50xj79+LR1eDk/E7xVRJr3VCB4CAxkoHcbwp0pNgq2IVC9LSkfe2+Whgj3ENmmQOMRKSLe8nJfXV311nJHRA800fPsuya2yi4hKSHGnb9FXLlbNb2mai+BKZVFFsGzs7PuyB6FBklwtgANyycAq0SLpCyd19fX3Zmz2ghI65wiovesLFxVR2poHRRJR0SffKo8VKIsk3tWuD7aLaBeV90bEWnfCRjSgss+oIdTv/t8Uj/TkEBlq7xYVyrc5+fnmM/nrzbJGkOI/b1SOBlorMhsJSOy/7ctX5Zasqm6trpPv7NuLTmp/pZx6+TkpIuU+Omnn+Lu7i6m02k39rNnaa5OJpNu4yoSeRrCIvobWinUTvcIfAlUiVzRoKalFCSAuoaEW+v1RPbk7XQvLEPPM5Lt19MI5X1Sjb3qcwsoDYEkv55y2w1hLaCVjZfWnOB9Xv+MdLNvBJq5rtrlvoi3e5NI+rkRJSOFJGM8GkG/uSHD8YYbQBiqKkMxo3E0Fll/kQHqBtdPlLVDqZJbY9MQntoT6j9n8r5xY1HEpk85z6u8eD3ngIxEwgDz+bwjhFdXV3Fzc9PDEBrTKofGv0cs6rkiu3oeMYnPOb+PIeMR0YsYcVk4RDZdV9AJovL7aSpysEgeCd9JrymUnPKHBghhXBmKNf91LNjnz5/j559/jouLiy66jKditLAs6+5twLZw2e9G0/3c//FpJ9ItEM33IcCR5VNd4/85yffPvL4iIF4GEu4xRoRWHcYO3Aw0DRkj+JnCiUSbk95JDY+6ordZAiYTlNPptBMYtLi554RAWu/cCZ07aHs5uKs1yRlDAufzeaxWq84KeHFx0VuL4+chVgDT25GAy40E2TFWPJ9a91YAk5ZQNwiwPPTQucdHYE8kX2XWM56fn3tgjpZhKTYJeio9Vxp80WKrd/fAS8nSmMONR7LQKylo9o2WH3j7ZcpmaE6wbNUcahENvzaTFbskn9cVwM1knD+3+rxt+SoCrn4QYdU5oXd3d3F4eBhXV1edh9LbTuOSMsEjPkicMjJIYi2SfHx8HC8vL52Hm+OcBgCNMYYkc+1htumZj1N6Tf13ksFMtmT9Rj1CHam5yzL4eMuAEw1olNc+VlhW9okTPhoKKTv9Nabu2dh0HcHX8fFxSrojXpN2gmLJHuUpWUxPt5ODinC7LPZ3JwYO8lk/yi1fklDtMdICvEO4wzFEhh9aBr89yf73SexbjXthB8dsNErptyy/iM0YoOFHY0syeLFYxO3tbRcRWW2Sqfy4+RiX3xHTtfC6l8flX3av4+GKcFLOEucwmkWylZhHMoN7RNBLLt2myFKu2+ZxqZJbR0dHsVqt4tOnT/HLL7904eSK3GRE1hDh9vq6TmD9M8K9lwH/ujSadGvgCtRzILPzM6KjVBHMIXKeAe0hEFvlpWuq+6t7xvxXKcxdBnhFuDNiTdBBcEbvrQg3d98WaXLSHrHxVvGdL1o7KYglcBjWTmLmoUgR/TDyg4ODbp2Ljk/46aefOg83N5jwdTYVIM7a1YGshCbJttqIYVAV2CLoz44TIvEgOfH18yynogwODw9f9dfBwUEX0ihiLSOLvOsnJyfd9WoPL7deIsNUPhXpVsQEyySC5IYTX8vLKIzn5+/ngJ6ennZriNmnYxREC6T6GPBx0ZJHGWmuxtTQ8zMDW5WP5GpGqFp1G/N7do1AiMaTkoDCcrmM33//Pf7444+4u7vrhf+zjBrnJM88zi+iv6GXxtt0Ou1t0qPzsLVOnHsTaMz6ue/yqvNUAx7r5fs9OBnLyGpLpgz1hdqU4fYRm3PNI/o6U2Sccp67jE8mk548Z3QQwaTy0m8CviR/XCft6+CdjGcGCgdwXnc3OrgxkjrKx5HqkRH8l5fNkZNqL3qZPEqmMhYM6Qrq2aenp248KG/VQf2rMasQc435LEzedVWVWmSjujb7nJHuTAbugfifN3mfiORpnjnZzvo6y5M4hHODkUIPDw9xc3PzygFBTOd4U+80Ckj+ZwSQThfONZeHJM/uaMpItxNvtoUwquZ0hvHoNHA9ormtUz6kK9frdRdKThIe8V1WLJfL+PLlS/ztb3/rzuEW7nEvfst4wuTzPKu3G1J3xTL79D5ppzXdBIacOEOWKeUz9jlUdnwur62eMUSAt7X4bgNkx+Y3RBgiXhNuDx13Kx1D4nRtFtItMq68SJbpec0mL61xLJuXi+QsW7+nPARSptNpt7mHrIB/+9vf4tOnTx0op+eq5d2u2trHFMutFy27XKNEskzvHMk2d1J3wu1l0n8R8aouERuQLhLD47/UVmw7KeS7u7tYLpdxdXXVWwdLgC6yonLqP0ZIULE66da55Woztac2JlH+XH+lccnQ+cPDw154FUOS30tB+LjISEKlsHd5VmUYrD7vWqdtfm9dSw+DkgicCNp0Oo3Ly8tX66q5vo9zgSHeGl8ybomAaBM9bYzoeyCI+Mxms3h4eIjDw8NXoe4ilQqL5I7XfqpBy6ObEckhst2S4e5FUmL0CucViTf3cqAsYNtTnhK0eh9yntMYkm0252HQjG7K5GyrTXSPyDI90hlYVnm9vZR0j+rjRmd64VyOsmyV95vXq+1l4FFfTqfTrv/UNtzMk2POjRluuMhSRaD9mmzceRu6McPboWrn7L89OP/Xp0ouRWzGK/Gx/5/NhSxvJ5uKNNLGt5LN3JOHeNMxQ0S8kqtysihixccpMSjnfUR0eoPXVIbzjJDKkCaZGxGvyLH0ncpKo7HLL283znOP2vzpp5/i119/7bCtdF4VrVklr1NmvFS5XLft5/K/Pu28pptKnyS8mgBUaGOflykYFyDV8zyfqi5ZntW1Y6xOu6ZKkfLlVkWSMAceJMJcU80Qb99Z0cOFlY8SSbcTKXpiGKKtDSkEjgnuJNi5/lmbpenohE+fPsXZ2VkP2LS821lftQAM25bKS4JK3ioKYYJ5P7uXXu6McFMIEiTzWlqBneAfHR117cnzg6kcCKr9yA7vT5VTAJ+hUjQ+qJ20vpH/RWxAqHu2eMauj2ORbq6/5U7DbyW9Pg62ye+tpDgrT0bC/dofkTLir/5R1AQ9yer36XTabSpImaN8uKZaHkCtUZMsEomWXDg8POwiHbijrMakh+4KdLFNPeSvOkbQiWRGHofeq7b03wgU1daqjwCf2kVznmCKXlt9p5db/2Vl532U19nSkmwdu4edVwaI1hx1/c06usytsAPbg6H5DNHPSLee5XmpvB5qn8kbjj0aRtX2lMvcW8SNPG7oyfqqRbYzOVQR6wyMsz+qftqnP3fiHOI8koyM6DtnKvJd5R3xOsJEY/f4+DgeHx87fHZ/f9+d5a09bzT3iP1oGOQ80LMklzhWhUdF3jmnNf8l70W8fYxTtzEKRtfqPp+PwlryXtPbPplMXhlLVTeerKD2Ut/ojG0dc/bLL790x4Gdnp6+CiffBvdkhDtri6HInn368WmnI8MoANyDyWv5PUtDltjWfy5UKms5lda2A21XwP7W5IqUXm4SZHmvJVAc0EgQcrdwkjCur+YO4wR37kFXCJKsgVw3Tm8xSbvIHcExd3zVOtLVahUXFxfxyy+/xN/+9rfu+CJdW4WTj+mfapxwvMgwoJ3HJZwp3On9U9kJ+P2YJBJpPU9CXV5CCkfWy9vPSTdD7AXyVEblqf6WInQrNA0nXHvvG93RKKG+dYKtfmVUgpYCsD4iYCJ5BK1UQN53284dfa+I0ZDBbteUyT9vb31+72e3jAWZ/HbiHbE5IoblXa+/RzHo+DwZcWh00Rigp5sGFwdnWj7B+U2DHommrp3P568AHUMAuZY8W087BoTsIve93QWI1aacc5r7CpEmmXMARc8KQaTLFZaXYFzglrKJ7UyCWK3zrkh31kbZ+ONYY90qkpiRSuke1V1tK+JMEu/yVv/pdxLvyrCgvGggns/nvXw05mX09DXcWfs5MdgmVeTcP7fyrcb7W8f/Pn1sclnNscQ5wnlW3VvlH5GTbxqTuG+BZPTz83Pc39930TgyylJGa474kkXij4jo8Kg2LWRE1XT6PSoyW17jyfGK76zuxgXKwNls1sPajMxTniyTiLP6QMbUiIjFYtGdKf758+fe+u0xziNPGdGmbmF/Ut7tCfefJ40m3RG5p4ZeMg6ETLFsq2Qy5Z19ziw9Q5a+MYLoX51Yr8yTLCKdGT5I0nWt1uOQiEmwSNDpf24KoZBrheDQI6kwcp6t7eRcIZ/n5+fdDo30hHEN98XFRfz8888d2WZIuYBOBmDGtGWWqGwyYKUdnSuQL089lZILcifSEdF5FPXuxJv9qDkm4iGLb+ZdVl2UJy3V7Gt6h6iYGKXA5QYeQUHSz37WmlySL/UZST9DvDwcf1flUPWxk82h8dD6b1d50SLi2+RRJSf1Wf4t40NG4Obzec87MZ/PX0VOKNEwxCiWjHTTiKf+z0LsFOIrGUTAxfJzHHpY7xjy09IzQ+3t97DdSQ7l4aYhjaRR4JLzzI1U2XIXrwu9XBEbI6HvPeFGCY8EGJK1Y+doNh79PfvN3xlmys8yWFT94aDU5ayH0DPpvufn525jP84V3p9FB7gsq+THGDnQarOh5H3VwkSt7/v0r08+zzUfKsMV7xtLvJU/iZtelBOc08Kl0vOMkBNBl0x3w5eeJ/xI8i65yA0YPWVGOhrdqHMywxy9+tQ99/f3MZlMXi27nEw2+9+oPqrjYrHo6ibnzenpaSyXy1itVp0hetf126ynv7zv9oT7z5m2It0RNfEeApTbKotMSAwprDEW3uz+McDhvdNYhUmgxvXc9EhqbaQEo673DR08fLwiXv4cEuuI79ZIbr5Fz1fExrsiUHdyctLtPq5NZyiETk9P4/z8vAsz1TvDRKsQnLGCitdm4IKCkqR7Npv1QJsUDokFw4QyAOak2w1GypcKTtd4SCUNAA78JLxlaVU9WF4pTYZL+fjKdvP05QZUVFyLq88O7GmMYRuwDq4oxvTvUL9TTrksya7xsbJrGSrSWxHibQi4l8dlYAWwMmLuZc08p3rX+j7JlMprwPFGcKax48TRCbKSjDNcw6v5yeeS7CsvyaeMbHu9sjatUmXMrcYOibcIopNttZ3mh36rQJXPnYww6jpvkyqsnF7fykjBNvfnqA38czbOhsavv5Nc8OXjyp+l35yUs82qyCmWh89kG7CtXH57W2XlasmDLLVIVZZchmX9uCfa/z6J40VjjfMgItLxVM276hmUPbyXWIP7rogwy8Ej0iqiKvnmxlLqff0WER1pV9Sl5lMWpac6ZzJSZefyR5Ju4RLXITQArNfrnjEgYrO3g+SSorW4tESOiJOTk15UpxstdtE/lGmZbKtk9z79OdLWpJupArSeWkp16Ho+p3rmW5QRn7mNcBoq83smChUJM9/8jAAqI+m+IVZE9MDeer3urIn+bIFfhpjrP6731X9c63ZxcdGty+ZujfJsK6xcu5LTA+4esEqQZKSJKRszDpwkdBkuK9Kt35T0H0O+s7WRGYlmmYYIqK4TCNf/6kcH3Kp/5tmhR0iGlQqoe9twbuiZbnRgODk9nBEbZcn9BwiUGfq1jTEq+5z9V83nDJxk11T/fVTaxng41F6t+lWGCCdx2nFbRpYqVM+JiOaBEvucAKbyNnLtLsOwnfwwtNfn31iyPdS/Gdmu2jZrV5+HGWFrkS+SRM1DeoxcJvI/erLdwOXPzwCby8yszvxezbnq92pMO/F2skFZ6Pnos4eEsm1oaGgBVAf1WftUr6qOrfyHZFIlJ6v+yMo8lPZA/c+ZMhkteVCNn8wYNuY5vF+f/XflR2zx8PDQ/c4lNO4tV/npiaZDiaR7Mpm82jHdI/B8jioRDzNKhg4qPd/bSTLUvdH8z5dL+r4iWts9hGNbyTkAjYEsj5cv03379K9NO5Fun4hV8gmeKVP/r3pe9ixXyq5ch+4bAjljiHgL8Hs53pp8nQp3IKcwUzleXl5ercmN2ADd4+PjTijSAidvlkJJeWwVw4NI8vRdRHSxWMSXL1/il19+ibOzszg7O+vItwg317foJRLHNb5DADpr56E+JugUaFcbEai6lVOJ99KD7OA2I9wsq94zjwnLqT6XovC5QyFMKzP7XYBfZdZnrRFX+bUZiLeTjA9sM1pzaSgh4c52hVd7ymihsfVW4j3GmDcWDFfer7GpJV+q8o0F3n7NmLy9bPqdhM+Jm66dTCadUcrnRKXoaTxiGbxuHO9M7hH2UGKOTc1B/tYiP5kMabUz26t1faYzKJNZFw9HzpLqwzZV3rzXDXXuzfVnuRytjINVXVtzosIHY+ZR1dY06koHDZHPzAip/72N+HtVruwZLbA7pq6OYTx/fifO8bnkz88+t37bp3+v5HM3C7uOyKNPtnkGCb7LNOIFGt+Pj4/j69evcX193YWcC3P4kaDCsTrpRkscb25u4urqqsO26/U6VqtVb+kbT3LwOe9yU/qKukuY5unpKSaTSee8kh5hFJI2fZtOp6+WFgrPcikkHUbEhJSxY/vC+Q0jDzND4JAs36d/bdp69/KMzLQ6twKGFcDMlMhQ3m4Byq4bAkhKVb2yPCqjgd9fffc6jEmceAwfJxhR4gRVIlEkiOOOjlpHqSNTdFyPe30FHiO+k6eI6NZF69iv8/Pz3kYSnz59itVq1dsgTS8ewVVtMjFWYLUIDxWH2kJtqzYRGWWYUZZ0fxWmyTJnwC/7zetJYwmJNIkPiTatxhmYqzxcMphIiel3jg0pHq4R9d2jNSZ8479sZ1Nf/zVmHowx1mVzbogotNJYIJ3dV8kXL2v1fdfkBLAiDl62Cqi/vLz0jDKtcg61l4OF7H+Oe/dqsnzVWtqM8A39VtWlJcP9WtbBwTGNehURdmCrvLhBT3YPgRbJeEa8s7bKiNmuaUh3Zte2dCyBJwloKy/mkY397LVLHbclsq35vg0xcqLF+zJwn4396vs+/XmTk2Ell4+VYWabMeZjhjJZz1eouXDb0dFR/Pbbb/H169e4ubnpReb5pmPCKdq41fcb4qax3KSX+1vIecByZjK2SozCk2GZclP5RWw2DPUlkjp9g6fJVEZgb9dWqgi3e7n9fVu8vE8/Lu28plufI+pJ7QS9stRmStEnt6eMcGehZtuWkdfwOuZRlSX77HlV941NrC/PxRYopjCsvEIM+ySQ0f/KV8RTXiRuKCGBKQ+LvLAiYPJoK3yca7V1PiGPCKLAbq0t9P6pQJr+q4iG6kvSrd99bWplINL1lXfbx676SJ+pPH2c+NhxIK4xoDxJvjkXaCTRc+QxFIiXENdmVSyTxhcNEJlS82gJ1SMjBvzdd/xltMY2isnTmHtb8/otYHzb5OM0G7fbJJdZHGfZdU4O+V39pf9037bGwipVbcs50FoXyHE1VlZsSz4yHTBEqrLrvaw+f1i31nMy2ZCRcMo4J97ZKwOGrbYam4by8LHn/znRdt3fKptfXwHUVjlbxqosv7GpqktmWMru9TplZWq191Bd9unfI7nMGzJOVfpg6BnEiY4rpctFSlerVVxeXsbNzU1HoHk9Pcz39/evyi3PuTCmr5l2Uqu66HfuL6P11zJ46hmMUKQ85saTjg0V3bdareLz58/dEbfaPLY6c7uSM61Eeef761TG14wv7efznyu9Oby89X0IPGZE3POp8vJ76ClzJV4R5wycVnWtwE/r87b3VvllSaSLmxo9PT31ABYJDkOC5c2M2FhHdY2ImB/VoxBgPxLs+fk5ZrNZRGx2yuURYNo4jS9f89I627QiP5UgaREpJVo9KYQZyiqLJ73KDpDW683aSvca6zkZeMvGOvvUw8WYB8suIsK+yIiR7pNFOCP6zHc6nb461klrrVhvP/bDSbZ75rTOn2NuPp/H+fl5t9SARhdvG8qAMWTPx0s2jqrUAtoflSrS0UpVO4yVbUPl0DUEWlUfbEMaWv9XgLFFmoYIt3/fBpgMtWNV9iovyRkZvhhdUumxIbKaGfj0YgQODVyM0lEeY9pxKO3S52PvHbp+CJtk92X19M/bEO9WqnQ9X0N14m8+RjLwXY2dPRj/903e/9KXvm/GZLIxWjp22IV487PyFGaRLNMpFxcXF72jainbFCYuUv7w8NDhzNlsFmdnZx1WkDNH0ZE6IUVYkkuL6A1erVa98PaDg4Pe6Rd+tJ+er6g9ea0pL/Wfwsp1NCaXQ7o+YtuNbW+1E+vjJ1jIuVFh5f38/nOmnTdSq5TbkNKjcnFC42REBMGT3+8ht5pkFdn2vFTOqo5V3Xh/Vc4WABsCsSpDNpFUb3kindxEbI6jkkBk2IyHbKrNlL9Cy0XkJUgeHx87oidySkDnZ2+LaNOrzV106enM1r7sCgCHlIoUEMOHPHTHx5Xa3clAVT7WgWOzlacTHirLzKqpaxnlkN3LOmch5G4tJtl+fn7u1vZTcXr4azaWZPnNxrbGy6dPn7o1URojmeIYO1/G/Jbl2QK+H52Gxus2gJ7fx+bn1zrR5Lh0ee6/ZTqgSkP/0VCUEY9KPo4dB7uCziy5rsh+03xTBI2uidjsucBomIwEsyw+37MyK5+MdGueVkRtV9A41G7bgE+v95DhzWVGpoOz+mw7Tlv3ZnLLv7vMIWFq9afu96ihbeYC89uD83/PlGGF1vzw5YfMZ9vn8rPjCDlfdLKJCDa9tVq2yE06JZsUYq5NfafT7+uotRnv58+f4+LiottHZjab9Yz/3j7c8FWn7Lg8lkNKhNrJtGS26qX16/penYIwVr4wuUxw0u3Gll3n/j79a9Kbdy+vFF+WXNnwcwZ6uWFKNXiy9a1DALZVZoKlFuEeSwAqUj/mfs8rA18R0SOL3l7rdT80xScxj3WQpVL36trMY8tNtbiTNTfV4KZoPDKBxHtMSPk2QDoTutU4cEK6Xm/Cj3yzCifbGQlo9ZmTOd7PZQAefp61QaZgFN6v/7m5CFPm6fYyydMtQ40+8zgxhvzqXo6vTCnQ40YlJws2j17LwIGek71X7Z99biXmm4H3XVIlJzNgXskbvz4rs39u5bEtKWb9W3K/kneterTqRXlWkW5+HgIbY/pwm36u5E3Vn5wLFelmnmM9+K4XMjDupNuXwVTzZRsA15pzQ/cPjdcheT62XEO/D82zMfXYNm1jSGj1/9g2z67dp3/P5LKF80h6WfNc171HGDKv97wlZ7ivC8OjFTmnPX9ub2/j+vo6rq+vu13LhTGFGRU9qaWL2UkpjB5SROXp6Wl8+fIlbm9ve5GalLX0civiTvsM0SnkDqNsP5GsLbfBH062M8ItHKXPQ4R/n/486U2ke0zKyIreOegrErONghsDsjMw7f/r/uyzX9ciXxSE2TVDwJV18Zdv2kVSPZlMOu/3er3u7UR+e3sbNzc33Q6QEm6yTsqz9Pz83K3FUfgP1+fICimBGNGPTJhMNmtmZD2UBdE3TRsKKd8GGGVEKQNqrqhIOHVvtWFZZShi3znp5L3ezzQyZUCc5XSvtIwiLvhZj4zs67s8bgoF13/6zr0DSLq1vlvPkiFGa7dYRpaPRhmNBYWL6TvrwpS1c5XGkAafw94fTjQ/Mo0lFxlpVhqSZe9FWoYMEmPkeKsM2xKkDGhsU8e39O1YeRPRP7M7InrLMyTDORbHykC/xttfz8jWb1dhyLuAxqrtd9HhmQ50OTZEjseWe5dyjvm9mo/V50q2VbKMbVBFRIwt7x6g/3umbBxEvMYUxDeZ3BiDnVtlIMalA+Pl5SWOj49fkUg6fXhazv39fUfSadgXPvWNdxnSrToqAlMRl3qWsIuf2y05yPB2j8KkoyBzEGVke9t2dMIt7MWyqn0zg+mecP97pDeR7iHgmymdjKRWSqayGvE6gRUBmtb1GTgcKkuVeC/X37JsFAStSVABDObDSS6PhQiMhImErAgxj2q6v7+Pu7u7uLu7i+vr6450K+zn6Ogolstlt3GaQop1XuLV1VWPdKvOR0dHcXJy0pEwX8crgiVPJok3w3KyMMe3CLDqHrZtRkj5e+tVhaDzmVk9+Az3Evv8GAofzK6hwmOqCCbXYznR5/VOvKnAlI/GgHY7l8Lkei/tbs+1/jxyzNdFeaoAagY2xxLvzHgylM9Hpox4DD3Xy94ig24YapXBy6H//FnZ912JtpfP8/f/sveh531EahFuJfcICQjTyNUiXfyeyRolnxeuQ1qEfuwYaZVt6N5d5bkbklp5jzH+vCWNJdv8zedpCyORQOl5mSEwI1FZ/myXPSj/z0nZuKB84dgTySQB5/XMc5dy8LPypFxjJKGHTXsknTCtZJawAckw5R4xjfIg4eczWYaI/kk2fDnBztZsvxWrev+wnL7cyOV4Js/36c+ddibdlcKrFE5L0TggHLLY+G/yzDpJH6sUq7K1wCUneAZ4nSyNBTFeT+bDzW8YCkPSz8+axNoU6+HhIW5vb+Pu7i5ub2/j9va2I906W1lCkWFBDw8PHWHXZmrcpEMTXxu6RWzCzrlGhmSbG1RsG1LubZT1XdWO2XdXTNlnJ8USfiSdLXKgNuESAK6rzuqR5enXZ8/LlG5GNrPrGdrNe2h5lTFG52T6MR6ulGSlljHo4OCgW+/FCIhsPLCsbBevQ9Xm2fdW2obovmdqkc7smqo/h/L2e8bUsRrXTuKzZ1b5b0vIhn4bKy/GpLF5tOpdta3rEF3noeWUPT42srq2AJfP8QosZvXY9fdd+n1MynTpEPl+6/Pemlx+6XNrzkZEF3Xm5anG1RDwHzvf96T83y9RHjPUWon7H2msELtV8vM9yXdm4NaL5eNvnkcmw5RcdvLV+j2ifwRay4vcCuHepa2ydnDCTUzN5XmZx33XcuzTj0s7ke4hZTGkUCQgPBTG78k8XXw+Bxc32+Hgaw1An5AZGcvAZfbOMrWUVlb2FlkjUZOVTxNRJGY2m8Xt7W3nhVZe8laLGHGXRydUfC7DH19eXroQnYiI4+PjLs+I6MJxtH6GYT06v9DPMBw6h7sFLFqpBcLG3Mt+9v6k0iAZdgLsY9A/+zOHxqjn69EcPgaz8Hfm02of9b361ueSDClKMrToWlcUeo6MYtr9U8ScVuvq2KKq7ENAO8ujNSc/Eri/RxpLOlvfW/UfOz/GlM9l3K5tOOa+bUDPe/dlq02G9IBf4zJmSMcyD393w5GDxDGke5v0HkCdaajuWR2H7h3CAdtcv03KMMK2favPY4nRn0Vm7dOPTY5JGEkTEa8cBMQQusa93W8xwGQYtzUfhnR8aw749WPxgpe1JS+9DFk9x6bMEJBFTypV3u2WEWCf/pzp3dZ0b6tIOLmrCeKCocpvzDV8z8ruAGjXwdsi761UCRFOrPV6HfP5vCM/h4eHcXJy0q2J4Tna8lTf39/31r9ERG9XSO5UzU3PIqLL4+TkJJbLZXz69Knzfot4qyzHx8fdMQo6Auri4iK+fPnSnc8t4k2iVZHuobYZasuxQtb7ZqzBJBt3XPet9q2IeVaeCkCTBHNjOyoybpanMeAeYX52Ys583OrsbTaZTLrICNZLz/Tw88nk+9FgEdGNMxJvLi3YxgjBMg215VA+WR0/UoFxjGbjNZNDXh7+r7FWXavfWnmMJYlZGatx0irP2LSL7PxR4GMX4u3tPQRGh56ffc6uyQBkdt+QHq3m3pg2Hxpj2+CI9yLLY+5p6Wf/jZ8zeZt95zOcPI2RjdvU+z36aZ/+nMllDiMlpKP1uTWPiV34+1vLlGFjprFG9SxlOGds+fzzkIwcKkurbPrur4xsCyOpTxiN2FpPvk9/3rQ16d5mMDMNKfsW8a7yq/6vlNk26T2IeHXPWEHmz+fxVtq1UQSGG1xxjczDw0MvrFt5MUyFXkh5owkGff0NSZXaWfeLdH/69Ck+f/4cp6en3U6Tyjvzamag4kcIkYxwtJSCfhsiqxH5MV66v+WRzp7DDT8ogHWdNrdjqHdrfaiTavYzd7WnZ93XaXOc6Jk0AOkVEZ1hZ7FYdAYb9XdrHGQgVq+3zK1dSc6uqSLZQ6TNP7fk4a4yL5O1rfbdBhANlXtb4rQrQfrI1JIVLd3h91VjcWx7t/pvDNmu8h3z/1vHG38fmzJ5vUvaBeBX/2fzI9MX/D3Li33kMnFM+w+15RCJ36d/38RxoiUK7Odsw1YuF8zG2a4Y2Ms09PuuOvg9y/ZW+ebl8s+OuVqkm4S6Wlv+lvLt049PW5PuFuiqrsvu4cTedcJsozRak7tSZruUy5Vllm9VpswIwd8YAqTX8fHxq+O/uDvjw8NDj2BHbMigwryfnp5iOp32jl4gGWKZXl5euvXhvqOiNsRaLpexWq3i9PS0F1LOIxYykvWjCfc2yYESjRA8goKGiKpuEZs10uwvCt3MS60k4stdO7nRmV4ZqGNZsjK40Ubl0XjQGKrWFxEIt4wKQ+uzxvRF1i5ex9b9rXx8/n7EeNxGlvLdf4/IZdVQ/pV8HkM2/N7sfWxeb/n/rde/Z8rkt34fo0t0HdtxzLOGvo8l22PKNqYsY9N7Gbne2ufvOWZcT1QvPrtFvFt6sVVuyuG31OXPpof3aVxymcNIqGps8LswYpYn89i1bNVzd8n3LTh91/+HUuYs4Gf+1oos5CvbOO09yrpPPzbtFF5ekWgO/palnek9FO82gy6z3qmsLZLUyqsCOGMVZvas6vkesrxer7uN1ZzAffv2rSPW2mVcBHixWMTNzU3M5/NuM7WI6IgWyRQJnsick0KGmIt403POoxZ2JVtj03uMqQwo0RNMbz933KwEZ5V3tnEGhXC1xkfroXWuOjfLo/FFydtdewU40eZxHRpLfK7W+fvaL+7+eXx83I1RkXRt+qfx4WOCxp6WnPD3scpzaEwMeZzeI40l2dnzM3kxpg3GAKwWYa/yHiLeVbnGtMFb2vzPQhQqQ0ZlRBubV6s/Wvdn11RGgirP7Po/Q1v/mdOQ8TGiL/PcUJrpjjFjYNv++bPMm316v8R5nzkCfO8VH5tc+52t9X5LmYZ+G0pvJepvfX6WMh2bzf0MV2bz3nGy75z+nmXfpx+XPuycblcArlj47mkMKHPCVpH91v2umKo8W/WoiOMQ6W79VpVZ75qgrR0hRdQeHx+787BPTk66c5HPz8/j69ev8ccff8T19XW3k/n9/X1HurW2ezKZdGuwI6Jby63N6+QlF7GSp1uEm8c7VEccDLXT2PRe3hPPs9q9W9/pFW7lk1lAKXhJwEXulT+P6JLhZLFYdBua6Sx2J90elqRlCuv1uke6eX/meV+v152BgZuqaR5oHDCSQmHki8WiW+d/dnbWW9s/FCJVEW4+O0s+pqq2/4gxM5S2IZ9jSFOV39jfWmXclnhX12afPyL9WQhhRrRbZarab8iQsc3vY/pyqJxj/h9z74+Ydz/qWS5bst+GCLV+H2O03Wa+tfp1T7b/sxPHSbYxsXS7PlfJN19T3tum95LNlZzc9d5dU0u/Orbjb0PGOPVXtqt6JTv26d8j7Uy6M5DHCZ4J+iHL+lvKsss1FVHeJk+S3yrvbYHSmGtc6WaTmh5rbr7G9dskxM/Pz3F3d9d5N3mGtlImBETQSbrlVffzFFsGk7Ft8qNSZsjwde0k39wFnvfrs3uss77zcyt1xjrPsIz47nHWcw8PD3vGAHquI6LnTVbUA3c0lYdb67FpQHBDgPpNa7Ujore+fzKZdPnz+2KxiIuLizg/P+8dEZaNi6r9+L5LGkN0dV1lSPsRyefDtoY5pUwWb9uOuxDvVpl+ZHpPQlERlzFEdZtx54SqqsM2OmXX8fOR6aNJcDZ3P8og2/p9yKjnOrAC8Zm+H5qb/ozquz9n6Ld9+vdKFfGeTCYl4c6+Z1GWu2LYbQx8Y9OPGKdj5rves317suvcEDdEtvfz8d87vcnT3VJk2yj/iryPTdm1lVBoDdghEtiyTFfPeQvhHnpWBnj9t8nk+07TEa/XgvOoJu1i/vDw0LTUKV+u59VZ3KvVKs7Ozrq13LPZLN2lvGqHjxQmQ9b+sXk4EeVaaCc3vjGZX0chS0VGIqzoA4WNPz4+xnq97kK41+t1HB0dxfPzc89TzTBzerkV1n10dNSV0zdB8/MxWZ/JZNLl72vB6VlX6Lh2wz89PY3Pnz/H2dlZrFarbkd9KpWhvvsIQ92Q8v/RCs7nr6dK1m2TfH678bBayzeWeCvv9267XereasttnjPm/7FtNCZtA2p1/Zjf3ju9pU8+Mn30M4bA9zYp04GZoUyft8Ehu5aj9ds+/fslJ94k3BG1cYi/cZO1oWdleYzB/3/G8TZmrrtOJW728HFPqnN2FNiYpXf79O+V3hxe7mAi+67k4dCtM4eZTyv/7DnZb5Viy4jsNnlVqSLdu4KBsc90EK37RID14nnZIkDydkogV+2gdb0iVQonPz8/73YsXywW3TOzjR8+SoBk42Po+9DvzNtJKL3AXEO9Xq973nCFf9Nb7REIPBpOR29pnbYItUg1Sbf6Q9c8PDx057YrvFvPUUSCjvyKiFfGgfV63a0Z56Z3ulbEXGVRPSOiG1cKfz8/P+8ZY7TsYLFYpPmzHzIrcWag47v3Zwug8j43hPh4/ZGpkjXbkL0xxDGzurPO2Tq+saTyPdusVZexumDMde9B1N6D+GQg9T2M2++dxsjR/zSQOGYstoyE2+rATO65bMoM7/u0T558XFC+V/pV//FzphtbY26sgXvsNe+VtpH3rXap8Eq2H0/VdiTaTrr/VThknz4mfdia7ohhJZCFZStVissJ+dDz+Z593pZwj/m99f8uE6cFwoeEHY+MIPnielqt8RU5PDg46DyqItlaFx4RvY3VTk5O4uzsLM7OzrrzuZfLZbdZVhZCPLatWM8x1/GaoXG1reEkeyk/hp3zN3mqRYb1mcd/yStMA0VEdCSYa65F3Hn+dcRmczOR8tvb27i5uYnb29ue91nnuiu8myR/vd6Etk8mk54XWnVyQ4PukVedUROz2SxWq1V8+vQpzs7OYrlc9saFjo6rxsUYALtLcsOU93X1/c+StvUsZvKzMmKoH2R0yQwcbwX125R/yFjWum9MGd9rTO36/CptA1Lfkr8/Y5s0Zl5+pCHmR6YxBqyh39inLVzgBKdFhOgBc+LNPLPnjEn/rv21T+3EfqXXOzPE8rNwi2Nmfx8yznr+Y+X/ruNxWxnX0jvZZ2833wCXJ/xUWDIj3hlB36d///QupHtbEqzk4HcsWWoR7zEWt/cYwBURfs80ltS3BJh2qfZwFQ9lifi+Nne9XvfOUo6IjkSJdIv0TafTmM/nHdleLBaxWq06L7eIVWs9d6ueLTCzS5tnArNlhMkISUW8RYqlvHydtN7lFVeePIKrAkkKDXdPuIeRczM1vbMPBdS4qZ3KrzJTsfJ8T3r02W4k9Qpf1zg4Pz/vwsm16ZvvI5AdS+efq3k+Zj4PAQA+46MVW0t5Z3UdK1d1XzZus+dXxLsa35XczurSKt8u/7WueYss2CbtAv7eYzwN9ed7pF2esYtBbGgs/whQOVTOyvC3TV6VrPKxus2z+H/LaFh997ma6d49qP9rpYwkt8KgfcwNybfs/9aYbJVx6Lptrx26ZgwG8XbS92xDXLWFk2vhr2pj4f3c/M9M7+bpbllbK5LcUsQEAxko1aB0q9uQMMgEwb97GqoDw/p1ve9mLe/j2dlZ3N/fd4RNnnJ5xiM24cjctVxhy1rDyzXj2dmCVdl3IRljUwZMWtfof6519WPUIiI9u9zPvVaeJLpeHh/bh4eHXb+R/OparcOWwuRmay7oaWjR/ZmCIOlmJArPgWd0BI8tm81mcXZ2Fp8/f+483PJya+M+edCHvNw+76s+e8v83YZovOdzXJ5VpHsoL8rITJZmefpz/Ug4GYJojNtGbrfK+x7X/wjjiD9v6LdtjIa7pG2J8a6AeMwzKsMN/3Ow2NLLY56b3fcRhohdDUMfaRRRcqLscnMMxsrI9pjn7dN/ZvJ56Tgxm+sZZqkwfiYPthlX22D5MXK6+i37f4xO5v++fpsODGFgbmo8ZODeE+7/3DSadG9LjrYBZkNW2yxxUmyz9nCXlOX3ns/4iInlCtZJN0nk4eFhR4rOz897R0bpHno92Te6Xy8/e7m1NmVXwp1dP8Zyyrq3UtYfTrxJHOllZvg3lRVDymlVVnl5HUmPCK3KpN3FuYlbxMYQwt8o3NlP7AuRdd+hXPeL5DN8XvWXIUbEe7FYxKdPn+Knn37q1m9rUz3uZM92GDP2MwK+rQIfyrtKb31GRYT92bsChCHC1wIR2ZozhqzKwDIkm99Cit6j3v79veRp1ndj6vpRQGlXY8c25Wk9oyLcPocqsL0NiK7qsk3a9r6WPtqlDG4Uy/LJxnIlk4aA+Bi91zJ8VN/36T83ZTgxoj3XHU9WBh/KAY6/j5LPXoeha7P/tyHdvE7YzXGzsBcJd7bHEd9Zl336z0sfcmTYtvdtkzLwLXDI33TtWwb0LuV0wLHtM6s8x95bWb8rEi4CRPLdAuOeN++nVS+z5GWChvlV3z+yrzKwnrU3y0/izZBv7gJeHR9GAc2xorXUupaEnnnQo+0AjYI/I6iZYcIttP4c5U/SrfvU39y9XhunLRaL7lz4ahf7isAMgfr3SC2A8NHPGKrbNmWpAE/ref4boyf0v5Yj6H+f/0pD8nxMv73H3H3v1Oo7pSHy82cBTe/dVmPmKOV81b+umz56jrfSmDm0TV7bpCpvH0eZ7tym7caU688yZvfpx6YhY1g2z8fOGSfbLVye5bXNmGzhyLG/Z3pSaagszkMUFThEuJn2c/A/O33YkWFvua8FRrMJzfMDh56bvfsz/PpWHtW9HwF0suf6c7YRaBX53pboOCHNCHZVbm+zVt3H1GkoZWNqLHBhHbNQc0YDMD/uDi7yylDug4ODbg24jB8KXRfhfXh4iJubm/j69WtcX193hNjbnc/LjnrTud6+npv1Y/lludUO5bpGR45pR/Tlctl5t7VZGzdM2+asycw40VKm1VwcM0c/Kr0l76ptKkNVJgP4eYwBg/9NJpPeRn2KePB+ywx6WflaqeqPjFj8iDQWtGX/Vf3zFtD4o1MLRGf/jwHjmb6vfmuVY9fyt35vGVozrFGlzMiQXT+GZFTjZoxer56Z5bkH9/vkyWU6v1eENJMPmUzQe0Y6x4zpj5KNlb5sPTObR8LOWoaZ7aO0J9v79KG7lw8lJztjJ5Vfn+2qyPxbk7wirLsozKyc7z2RWqCoAhAtcOwg4S0CrhKoY+oyFtiMIcbbPGOIOPA6ElyRbIVYHx8fx8PDQxweHva80CKN2vSMZ2Ez5FzklCH6Ij8KXb+6uop//vOfcXl52e0WruczdJxh5ioDDVPfvn3reehVBk9cn6Ry69rZbBYR0X3WsXHz+bzn4R4TVpUparZdZjyoAHrWnxVRqP5/a2rN0ZZcGSNzHEBn+VbtWT2D95F00zDT2pMhIxxDz/LnZr8p74+Qo61nZ/+NIVwVWdp2fA2R+W3y2QbcDRkcfDy1wHeWWuS7NXa20Qm7ku6sbK18q75uPbc1z8cS+uyZmXGA5aN8/8i5tE//GaklzzK8yFfL+MvPLttb47LKZxdjb8U5WnrUn5XNw2yODh37tZ+Hf8304ed0j71PKVPelWIeW77qt8qSnJHvMZMla4v3SNvUuVU25pXVtQUKxpRrV8HSEnxV2kbgZmBkCJBWBEgvkUmee350dBSPj49xcHDQCwsXCX58fIy7u7vemvmI7xbSp6enjnDLG617n56e4u7uLq6vr+Pq6ip+//33eHx87Nbhz+fzXn0yTzfXZnMjPG9Lz0MbqIl0K1xKz5OnW+HkWr8tY4BvmJYRt6ofM4Cf9U9lONsmX8/nRyUn0Spjaw6NAe+tejIfgQIaLvXyJRJjwb+XI7u2KjefxXuzfFxOV+039KzW7y3iNUambpuyMTm2Daty73JtBUKHXpXRq+pPfs8I9FA9WmMuq5s/t2XY8edX7ZTd38IqlaGgmqMsa5Vfdb8/Yw/092lsGjIm6jfHVS4LWrKE+Q4Zk/S5wpnb4Ecv6xDea2GY7LMT7T3Z3ielH3ZO99iJUIEoAkP/v5oI/rt/zp7JclfXjSn/2N93SZlwaRFI/60Cddl9LWC9i2GiEuBjAE5VDk9V3t5uGkPbEHiRFJJuhVHL202vsQi3jg3zXc4jovN0Hx0dvTpmQqQ72w3dz/vm7uQZEKuOr/A5qrwVUi5Pu8Lfj4+PO8I9n8+7M7hFurWx2jZh5S0gP5QqRTzmGVn6s5DvVp0qAjPmOUocK5U8dPLtMrRa6+1tvC1Q2oZEZ3UcO262/W2ISI0Bqq3ytADg2HaoQOpQHVpEMAPVGhseiTI2VUR8V13QAvjZ5wojZGXYtV7Ka0jH+PsuIL2FPVqy18uzJwX7xFTJNP+9khEVKXcclumAMYS4VYaW7nT5peuFWegw2GXHcX/2fl7tU8QHke4K9LQIXqYMORmdeLsA4KTY5ty7lqLaVQEOkeFdUwtcVMRmLODyNMZ4MAQsq772/zKh7PlU/VGNM78/E/aVEB2qg8aYvNLHx8fdZmIPDw9xd3cXEf0dxeUtvr+/7wiswtAVkq58lHhkmJ4tkv/8/NytnZ7NZh3RnU6nHUHP6qPyixCrjiJW9MrzdXNzE4+Pj10o+eHh4avN00S8VZ7WsWDevkOEeFvSlT2n9Ywh2fARYNTlYdVfrbJkc6M1JxyoSKbyM5/Dl+fhsrcCV7ynRQIzopLpAm+/LL+hvsqeue21redkes3/y/J/C9lrlW0X4pfpGR8TBK0tw0A2ZrP/M70w1B5DAJ/XuQGpdZzlkHxolWdMGqPz/HOVWvNrSMdl5doThH3yVM0Pzg3H7JkO8Xnoz8jmT2tOVXivuk+/OeGmznE+MYZ0Z2XZz6N98vRhnm6fgEOAS/dkeVT5ZqS68qxV763n7TKZhhTWEPAZIpS+0zDvq3Zw1/dMsVdpiAxkzxjKeyjPSlg66B8DwrJ8MxBH77CubY1RlV1h1iLBs9msI87cqIwbqNHjfXd3F/f39/H8/NwdtyUvN0kMn69nzmazeHl56Z2LTtKt52Xns3OO8DioyWTSC0uXoUBe7sfHx87AMJ1OOw93i3BnyqrVX5WiZrtnn7NUzaMs7wqkfkRqyTT/LSubX18R0ux6l4sOhDQGsnnoG6mxX1v9p8TnZ3WuiF5LhnveY8lCRiTZVn5d9blFclplGZKNY/pxTL6Z/q1SRlarPvEXdVKr/Vv/Z+PIP1f1ZTn4PjQuPUKIOtRJge+B0arfkL7Myt6SCUPk2+VilldFGFr57tM+tVI2njP53tK5LZnlqdLXVZn8Pn7OyuvyoHXk7Z5o79Ou6YdspFYp/gw86nNEPgErANlSLGMmSVYOv3bMZGoRwyEyxzpnv1NgeEiM59cSbmMAHss8dE0rjbk3E7yt96H7M1DhFk1dp/+qMFlPJK7r9TqOjo7i+Pi482SfnJx0XmERV++Dl5eXbmO0x8fH7v7FYhHr9WbTKm6ARm+kyDfD2hWerjIyfL11Jrj+zyy+es58Pu925jw5OYnz8/O4uLiIn376KS4uLmK5XHYGAO5WPnQWt5elAseqk3/eRtl5fm8Z00PpLXNmW8NCRqwqUpq9srbOSBfffWwOkZsxdc3ud1k/1A5Znf03/5zJg+yerD0oC7wsQ2OgRcCqeozJ11NrXPjzWYYWYB7bx9n8zWT1UFlaeXtZMuKdvbyfNJ5pQNBnlbG1lMLrmM1j/72SSX7vtvJuzHVZWfZEfJ92TZXO0X8uP5yU+z3VvPVntubGGP2TyXIui9ufqb1P753eTLqHgIUDmjGCvbqmpYTHEO8s/6qsrTKNSUMEoJVa4DADE7y2RfqzPIeurdptqD3G5O3XZ8Au+9zKNzO0tIQ3wRbJtNfRASRJ6dHRUcxms86TvVqteuBP4do8Cuzx8TEuLy/j7u4ujo6O4uHhofMoiwRr92+RHOXJndOPj4+7zcuU/+PjY1fW6XTarQlXPbQhmhN61lve6pOTky6fw8PDWCwW8csvv8T/+3//L/72t791nm4dEeaEe0x/c2yz3bI+bf22Tcrk0RC5e480NG6r70N5ZGQvy9Pr6J85/jkmqnDAFhnLSNdQfdj3Ls+2Jd/eTmNIYzbnfUyyLDJGcT4Nkdyszll5/fqxMtfr4+Ni7L1Vf/q1fmRnNjfHjoWs/Nkzq/pkYyCTKeqzStbztQ3Zdf0zRmdWuGaM7h1jSMn+2waP7dM+bZt83mouuCzKZEoLA1byOpu/mSGgVV4n2dmu43uyvU9vTR/u6R4i3tn1nsYS7bHrLrYp+1DZxpRz22uqezLi7WUbW4YxJHbbvhvzHM9Lnyuw7PWthK/yzfp+SHA74R5qS10b8X3nca7D5kZnykch5loffXd3Fy8vL3F3dxc3NzcxnU67/759+9Y9m2dqiyzT++Ih7govpwfSDQ8qC8MlSeZFJHh8mTzpi8Uizs7O4r/+67/il19+ifPz827ztNZO5Vl7si8Y1u4bM2VEK1OEu8zz7P6hZ3502oZsV0Rk27LqeifceidQyoCQl2VXGefyLRtDWV1bpLKqTyZLMpC2Xq97x+/xGdrXQREm+o3lq8pTEVIvb1W/IUBZtc3Q+Kpk6xAxHCKCFVhuJc9zaIy1CGh17GCFFVzH+pjM6kYcMraOnk82zlvAvxpHQ88YMy72JHyf3poqo06FsbLvQ/it9cyxZWxxhj3R3qf3TD80vDz7rFQpnEo5OGAeo6yyZ25ThzHXbAs4W2CkAogZSXWSxf8q8pl9zsoy1E9VvTLAq/wqIjZUdx61lY2JzPAyVmj7f616EmDpeK/1eh2LxaILKRdhFonVNU9PT7FcLmM2m8X9/X3v+TrP+/j4ONbrdUdmdZ884s/PzzGbzXoedJFetgU9z2w3bbTGNnQSr43atGHa2dlZXFxcxMXFRXz69CmWy2VvDXultKp2JsniUWbyykf01w57X7Mfsv/GpKE+/sg0lohsQ2gzGUQ5OtRGQyRWZfAytUBU1le8luPAjS6aN7vI7SGi7WQsk50ck36t5pyfqjFUHrZLBTpdDlVkqcp/qCxjU9bXKlM2hnbVr2NSRrwr8l3NAyWu2aTcVL5ZPca0O/uIZal0Xla+DNNk37P7h8bfnjDs078qtbBpdo3rlQpPZmkMjtsGQ+znzT69V3oT6d6WtGbKKfvOieYkghv6VCSrUk5/hokzRjG20pj/KyNHRrZbpFv36903+Krqo+9ZWCbz8hDkIZAs4MtQaeXH8cF8s3oOtZ/Xy8eQfs+Iptpfu5kvl8t4eHiIm5ub+OOPP7r1z2qX3377LZ6fn7ujuLg7ucLCJ5NJPD8/x/39fdzc3MTd3V13trfO8J7P57FYLDqvmzzu9LqTgPtxXvLaaV22yr5arbodypfLZSwWizg9Pe3q4fn4uGGbVmNDL3nynXS5UmwB2l1SRQqzunxUGvOM9yYxem4GfiriMSa/Mdfzf1+KIa8yx2bLAJDVoZIlvua3Oouc41Tlqsi5lyWrv8vYjECyvF6eapxX+bTKNZRHVbch/VDdV/3eIrqeP/Oq9ENVTl9zTxlI+cVy+HvWDxWpz/BIRqCzOlT3tshARfpbRod92qd/dcrGY0WWx8i5Mf+1yPSeaO/Tj0g7k+5dAGCmECpy49+z9XIkgrp+DPmuABE/O5AbYyXeBpiOJYDbEEbel4E/JzzbEO/sTF8Ch6zM7sEkWfVwZC9jBpLd4+TjwNtAqfKMV+3WApfZZwI57S7+9PTUhZQ/PT3F/f19/PTTT3F5eRn//Oc/Y7FYxHK5jMvLy24dN+upjdBEvHVs19XVVdzd3cV6vY7ff/+9C+8+OzuLs7Oz3jpwlpOh41z/Lc+2wsjl2dbO5Kenp7FYLLryzufzbtM093C3UgaY2acyIPg55ev1ZmM5yoBsTFblqMa69+8Q+d4mjZ3j26ZsDA+R4xY5yO4fQ5xdHo6ZN1n+Pg7Y/36yAMvk4Cx7TkW2q30xsjyyDQYjomc0rNrfy+p5eDtX49N1XVXf7LmZ/srquw3pbhkCsnGQfd8GcFdl8f7J8uAyIL1TXmeG30rGZFE3XhcfF5nezEhyRrqzNs7aZVudtU/79GdNQ9hs2+u2edZ+juzTj0gfdk53xLAiHwtMM5KXAe0h4N36rQIG2xLvbVPVBlW7sExDJDLLrwKj/I/3ZKAq83hn+Wr3bhLviP7a0WzDrYx4+3FWWRkzQK/PvhPtWOKdASu/n0BcRJbkWYRyuVx23uP5fB4nJyfx9evXLmRc197d3XVneYuQK7FdtT786Ogobm9v4/b2NlarVeetJrE+Ojrq3v2lY750DNhisYjVatUj3CL3Itstwj2GeBAsk3BxrChvHX+WAdhss5OqLFk/ex9+lCLO5m2rPPyd79n1b5FLYwn2e+Tp9ff+b20SWeWn57nsd1mkvLk2m3KhVfeMyPGVla+St8wnI70ukyNej/HWuvGKwLf0RWuOZO/VHHE9neWXkf8sT/89K4vrAr/P82wdA+Tl4XIc3psZTNguzDszCrbaJ2vHFqapkuc/JOe8DfbkY5/+bGnICDfmum3z3ad9+oj07qTbhfk2gC1T6hnpcaXkn1vgNnueX7frBN+2vtsktsNYQZEBsgoE0hvs7aI1xWzXIcK9Xq87Eulh4fQ2qG4ZEKwAZFVXPp/5OYjVM7dJHIMtgqZ6qRzaZfzbt289AnxwcBDz+bzbwVwbqT08PMTt7W3vN73u7+/j6uoqrq6u4v7+vtvtPCLi+fk5bm9v4/n5ufNUn5ycdOHqi8UiZrNZ56nmzucMKSe51nfex7Xj24LBqg8dXGbj1AH7toC0GvsfqXSH5EFmuPLUIj4Vgcmes21q9UGrnNnvY4wh7MuKrGRl03WtSJe3JJe7k0l/mUZGnl1ueZmr/vB66VqesOAnLVRt2xpXPvYzfdvqd28Pz4P5ZM9lHp62nctZfbxuPrYqj3XWPl7XyuDgzxxTp5YhZFu5Wn2vyPU2ee+JyT79mdN+fO7Tv1PamXS/x0DPFKd/JhD351ZKzvOofq8IAMllRvpbaZuy+DOrcigPAi83LOzaH2NAtEBeq7+yMHCGDOsV8Zp0t8I0W32UlZkeUtZP1+uZrXYb6m//vwKtqqP6TOumj4+PYzabxWq16nYsVzuRdItUk3Tf3d3F7e1t3NzcxPX1dVxeXsbNzU3c39937T2dTmM2m8Vk8v3or9PT07i4uOjWYuuIL5FpesLpDdeO6PrsayAzMlR9roweGss8Y5xRERlBzjxV2dip+i4jED8iVUS5Ndar38fO/6HxXeXNOc3vrXL6/V7+jNxIrkVsxgLnqq+3rY7v0vVV0rMzD+YQGWa+vh64JYsywk254OXTO4m1t6FkCX/j/V4GpZZHv5pD7HdGn4y9PyvLkJ5vpWzuet8NGW9acsPLwmtbMi+bh94WLRxRjaExqYVnWjpq22fsic0+7dM+7dPb0w89MqxKmUIm0Gop5DFgu6WYWsDlvRRNi1SPuc+Jt4OPt5S1Bb6z5CAj4vWmWCTZDDHnZkQ8DisiB8xeTwKhjIwNkReWn9+zNqmARgs4ZXkQZAusy8N8enrard1m22kduNaF60VC/vXr1/jHP/4R//jHP+Lr169xeXkZv/32Wzw8PHTPmM1msVwu4+LiIv7+97/H58+fuw3R5O0W2c42WROx4IuANBsL3qatvlCbab2lrj84OOgdnZbdw3IMpYr8DJXvPZK3zxiSxt/G5LuLfMnmTka0/PcxZKp6Tqt+HAOsQ3a9E28SaRItz8eNlspjG9npmxCybFn9MqNFtuGjykl5UY1Tljlb6pO1mc8BJp9TXvYsjNvJ5VgymcmGlt5t1auqSxYKnr2qZ1LP+MatXi/2WastqvpkcnSs3hkrw4b6aJ/2aZ/2aZ9+TPpw0p0p2eq3igBVaYxyq4CQX7etJXgXoDA2vxaZduXbIohjnqXU2iG42sBnGwKRAZdWyoiKg1G/psozGwP0GHk53dDRIjh+ndeN5JvfddQQge16vX5lpGBoPs/6vrm5iYuLi1itVvH777/HH3/8EavVKu7v7+Pw8LDbCO38/Dz+/ve/x6+//hoXFxfdmm2uzSbh9r5yEDsG+I35nM2fbGOjrDxvGYfV79vOoW3SGAMby8F35rHLcz3f7FnVZ47LbL7x+sx4V33m90wutEgHyZBvrNdqAyc33ONhqG+8rFn9t/3cKq//z/Z3su2RPX59Rrorr3crqmBXPZkl9sNQHq257de1Xn7N2JTJGr5n+jhLrh8q/dZK2TzbBmt8pIzbp33ap33ap+H0oaS7pSwdGGRkeEiZtRSO51U9x/N+K+Hm90yxDl3n+WVgh0BzG0U6BPQygObkKwMuDoL5nedTcwdt97Ayzwzcc125lzGrX7aOm+2na1Qv/tcC4lV7Z33h19FgQO+cj00/psiPVBL5Pj09jb///e/x9evX+OOPP7pN2Q4ODnpna3/58iXOzs5isVjEfD7vNllTpEHLO6jP25Lt7Fr/PJRnRswq4pM902XNLumjgGpVd352kO31bo21TKZk7dqSk9nvY56VtXeVnxt0MvmSzSs3EvoYbs3RiOiMXu5R9uT/uYzy3bMr4wHL2yJyLn8oE0i8W0tzvExeFx65+P+3dybLkSNJDE1V6dC3/v+PLZs5jEUNhAbcPYLMlFSNZ5ZGJhn76ghuy427CwDj3O2DCOZppz9V7agLqxvDunCVWO/apXNb9V0Oh8tJie1qf/mt2u3uokEIIYTrPE10V4YYG3FODC86can8qbCVMcKiUhkG04ndpdv9d2G4yZKNM5fnKu1KYFdilstHhe/EzfL3/v7+IbwfP360b8DGPLsydldsMD14Kyanc6UF347typWNRnyukt8mrMocz6/fWkhQaauEyxLff//994cXsK03oD8ej9+LGutW9nU7uXoue8dwxjRyulS5VXBeuY+yqJoY+52RXvl9Jtx+KmNX9UdltE/HJSV4134Vr6oX12ZUe3Bb9xkuN84osar6hysPdxz7uxvDVt65vLBMsGxWuJwXTn8nyri8cBHu8fj4CSz1Ejl8L8KKC4+rfKkr3VhWkzQzVR1W7jk/bm5RfiflzOFjPC48Fx+77dy4dKw07I5PnS1QCfKI7BBCeB1PEd2VsT0xipWfiZHtDD91Gy8aGjtcXRWujFXlpjLUOZzKCFFxoJhk45PddgINr5SgP7yii4bo5IVcLt3LDYpWVRa/fv36cBt3Jeyd0HVpwqvkylBz6V772AZ525XBOv/XX399MMjX8+HLHz+X7d7c68Kv+qoTVCew0YuC4TQ8V58nBueJIdzBxjDXO7vlbTUOnYypqm5VO+nGgkrE8pjM51WeeZ9fInbS7tTYx+WPgneNIZxPFrGrTNzz2pyXSTo5PrxKjedQWC93XI9KdPM4xFe6Hw99F8GueFZt9nT+xLnbLQZ14z2W4XTuU/lyeT35r9Km0s3H1T6HObUjFBHmIbyeZ9gd4fO5TXRPjR9nbE4alzMU3aTJxjcbGywQJ2nfcT/BGb54nkXCZAJ2BjqHye47o78SyOqNvHgcDRh3pbUTnlV5YTrxHL+xWOWvK09O38pT9Ww4biujRwluJXZUWla+3NVD9fbdLkx1jI07vH3fGX5VeWC+OcxJeFdQ7bkSAXf09a5c8L97UeAU1b8n8aJ44UU0HDO5Pak8qoUPFLLsR7nbSbdKg/PrylONq/jc+DRsvmLMIr8SRBXcv3Few8UILEeMC3/4vXIOX+1jPqfzILtTt9irtuTGf7V1L+DksaWaN6o5j/PcCejT43hux9ie+HFtbuI3Rn8In0P63p/JLaJ7V3CrxqSuYFSNbmKssaHBYgHTxT88vvbR/ZSJAazCVQJ6h05MsFGytlMjio+xwf729v+X/CijTQluTtfESK4MMxQv/Ey4ygcbexwXhq8+3XPFoOrq3glkfI6e86eM065MVRy4j/1IfUJqsmjDea3qZeJu6hfTg21VvbztFai2jm9MrspyajQv3HjC+9iWMGwUN+6TS7gAtPzyOK3GXk4j3q3h0luVw2S8nYpo/O/GMuxbKCBXP8G6xXxWQgfnSpVnfPGiu+OHxwS+Tb3qd+qcq3eXF04/j9eTuUCFwwshav7HxYnK7mAmc/7uGLqLmwucO+4DCiz3nbIIIYRwH5dF91RQLqaDvjOKqpX5Kj3OgHWT/mT/BGecOHcTw1uVpxKh07Tt1unyy+JvCe9qkYPTxnnhdLurFJXxxgZmZ8goEanywMJkKr4nRnf1n8PitLC/zohkP50hvgz37orlCo9FLtexWyxw56dUbeXx+Odb+btx4JQu7dyHp1dXp8aziqNyp9qTq1NOixuzuf9V/Zr7NMar0sv+VThVGF346g3hK3z1OA2XH4peJUKVeMIwXTlUCxj82IvqCzt9SvWPiThdcai7N9C/K1/MK3+5gn/KL5bxZNx1bc/lF/9X9dHh7IJuDFDp3hkz3JgQwR1CCPdzLLpPjOAr4Z+szvIEihM3GkjK+O7CPmEy2VfnnJHr/CvjaFJvyt2Ov8r4Q7fOiHHHOD2dYXQqWrpjnRE/FdW7RlpllFaiqipnl55OQOGzoVWepu0I04hvvZ88gz5p11cM4ldQ1V9XZlV4KuxqYQvjUrcsL/euHvAcP9YxGUM4nS6vTjio8bDK7wT+uoGC8776yOPx8bvayh+Lb4yL32+AZeuEK4r8te3aP4fHdzaou0Fcubq6cGJdzbs8v3F8WG5qUafKq6tDt+ihwlBMx6Fp++vm90nc07mochNCCOEejkT3FcHNVwDUhFmFvzMpctg8MaEx4b5RfJU7FifumgyrSbkSR5UBy+njfVefleHeCeW1eOK+1VvV38QwcyLEpd2JGXeM87ortlW8lbvunILrHH/uk0SqzKeLZ29vb79vk8W33fNn5TgeNsKrvOwYvBj2VSZGM7tTfpwIVX2Oj3M87jy2KScGGex/ayxFv50ArcR1lX78r8R6Jb4n7YbTt1Oe1ScLOd0cBwt39bIwfEEiviQR06zeZYHHud2w6MZ99VnHSnBj/pxoduN1NUawGFf2BOZVUdkaagxz/bJaDKja8aQ9cXzdnMTtqFsc4mPV/xBCCPewLbrvEJFKcKsfT8pusuomLzcRLwORv3k6CXuaT/7/jAntpE7c1QE3ofPihTOyFJVx70RqZTRgWirj0RkqTnA7Me24oy7vDKMqs1OUUYtiAIWWiqsSjss9Gvfv7+8fhMLPnz8/fE/ctb2dfJwIu2fQtfGpW9zyfnXMHVeCRsHCmutGjS3V1e/dsXeyGMB5Qn+8dfOLKgc3ZqC77uWNC/cmdyUk8VNhLLj5BW5KrPHnDVfY3L/w3M+fP8t8qjLr8qxEdxWWEtyYhm5b7XM98R1wbuGgWlCo8uJQCxbOXTXnT+wBVZ8hhBCey9O+061QhiQa8Up0VxPYjpGmniV1YuFPmZAmRsrar4wTZ3yfGPLopipjd3WB3bj2oYz/Chbqp8KMBQuX/y6nRtsOqu7VIhjfUs7xqr5UtR8Xxvv7++///C33iRCr2jLXDft9Vb8/WShbONHYuT85p8YOxokvLOvVNn79+vVB1HX9rhtjWIxV+XNhV+1hhe0+DaiEOy9CqB/jvk/PcaIgZKHM5bj67E79q7rAeVKlCfM9oRLcnT81j6j6V8e7sYH97fSzXdtkMhdWbVsd68YU1f525rsQQgjX2BbdUxHTwcY8vpgJvw86ebOwmhy7SYon/W6SffakdFe5LtRkrfarNw0rfyutKv1q6/wod+7KQRWn+wwNu3Niy9223OW3Ot8Ze7vh300lnpzIXv1TPcutjP8VHgusyjhfx9fVu7XP33SvDHWVt06EY9xfDe6Lix1BwH5O3WE7rsSA84Ms8a3G4cqfiqtrV5VYVmlW6Z+Meez+7e3t91XiLh61AI1hssjGPrIjXFUcbsxcuMW0tcX+jmXAbpkuzZN+i/G5uYTTh/lajyjhG/Pdz+GEbJfX6li1aDudVzh9ysYJIYTwOo6udF8ViGhILsG9fspAVxMoT3JOeLPRj34qv+zuBC6nqXjbLVtXH5Xho0S2+nE8ykg+mcw7g2MSTvVs4tqvyv+ZxshUlFQ8wzCq2okS3PjjN5ajEHCim8OdCO91C+2KYwmXnU97Ve29OrbScDcsWHG722emYsCFvVOGTsjg/26xDEUonlvCm2/nZb+7+UO/Xf9XeXZh7fZddXcVop63ds9wr/DUAtQEJep5flBlpb7HrsJ155jd/stbFbZrb9X8tcrh8fhfPeCYs8q6yzuHudvXKjtjMhdyPl07dXNchHcIIbyW49vLT4Q3+8EJFY0NNDiqqxTdJDKZ1Jybuyakk3CqSRbdOOOionJbie7JRH1VeE9ECBsVfKUbw57UbfXt2VPBrBaNlv+p8f4Kg8j1xUqEY/omopvz7oxC9Z+N34kRvJPvKwuHd9K1CdWuO2O/C2fXvRPWqo2zfzVGrf/us23oBsObjtdqoRbDUOdUPXD7rcqIj7u3v2Pe8b0IKNQxjPVbd31w+qfjCf64fDgNqk52xr87cYvHXA5u/uA6XuAt8+xevWDVUfXDq2O9SjvPLa6/LLeq/p5h64QQQqi59Ez3ruBDfzzJL2MCb/OqVpuV4XRifHYC4CvB5V2JOFcvylhex9R3UNEP1oUSWbw9uTrE6T8xWlR74e/E4nEX/1UjamLYvNr4YePUGXLrGNe3uwKn+imGpRZyXPqUGHAGcpdPJWY47F1RcYozljs//H83vZ07Pl9d7VX7yo0K170BW4lJDE8J6E7ooD9X787/lbEHw0DRzWFj+lb/WYvO6y3+eI5/nAY3R/L/NddWC2iuD6q8K7eTspq4VYJyZ+6uxm81v/HYNl3kq9pSl54d1NzdxTFp7yGEEF7D238uLkufXGVdV85wi7eW/06cEHfK6JxMKJNVcMXpJLVTLmxYnIRfXb3rwuWrm8qPMsKmxtYuleGu0lgZZCz2cOuMkYkwdOlV51UclfF4wqTtV8d4sQWvcKtFmK5PYhyT9oX54HZV3Y0wyYPLM4qQVxmmVXqUO1XumMbTtE79VW1HpdHF49oVCj7X17l/V3XVle9EbCtOpkm30OTKT/UNJQArMclzierDVZlW7csJ4J2+Mx33XD3uLIi4eLuFQDeedeHeJaoR1+7cmKrqZm2rdtMdCyGEcJ2Xim70o4wwF54TfHcZoBzPV2Mimqdup/470Y3HeH83zgmVKF7GexeXM2on6XRCepqPSVt9dvvrxDcboV2fdAY7h1+Jb0Un5pcbl37ed/lHMePueHgWU4FX9cNdTvNVGf6du7e3fz5SxHXTtR8Vptrv0jvt6xN2xy/V7ifjtupnzp2Ks+sT6Ne1rR3hOXHfuZm0q53wuniu9LFpvFfHlMnCDW65j+zMN1/VDgohhO/OZdH9eFwT3rjfTYJr/2SF3YX3ndgR388I//GYCe1dQfpsri5KKE7yeGrU3k1l1LorKMhkAaYzCieim/c5Hs7DThwYdiXqn81UfC++Yjp3/U/ydeJWseP2VEhX8U4EZLdIcGWhpRL7Xb/qhPErRNvVdrcj7qf+7vSzw1R4c3p2Fse/q20UQgjfgVtE9+Nx7Qrrjii6uir/J3G3qJ2W/e65nTiuUl0RvzP+K6Lb/X8lk6vezu2OGNi9sufCnZTVyeLK7lWgZ9LVyZU7S+7kjj40vdvkquhW3LEouLNAOb1TQPl1/6dUov+V7f5U/H4HPnPRVNXvab3+m2ynEEL4DG4T3YsrxtR3FTBfiR2xcVr137Gsv5Jh9xXLb7c/Tgy7E7FRhe+Od1eLq3TdsZD0DE5vkf7qTPN1pb/eJVC/Gl9lYdPxjLa5m5crdwN8t771GX0khBDCObeL7lP+TQIwhO/AlTsfTsO8Gr6L62SR6bPHlmdc5Q0hhBBCCK/ny4juKdWzZCGEcEr1LonPYnpVPoQQQgghfF2+negOIYQQQgghhBC+Cz96JyGEEEIIIYQQQjghojuEEEIIIYQQQngSEd0hhBBCCCGEEMKTiOgOIYQQQgghhBCeRER3CCGEEEIIIYTwJCK6QwghhBBCCCGEJxHRHUIIIYQQQgghPImI7hBCCCGEEEII4UlEdIcQQgghhBBCCE/iv3QxN0Y8axeoAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "vmax = 0.45\n", "cmap='Greys'\n", "fig, ax = plt.subplots(1,3,figsize=(10,4), gridspec_kw={'wspace': 0.0})\n", "plt.subplot(131)\n", "plt.imshow(recon_primaryonly[50,16:-16].cpu().T, cmap=cmap, interpolation='gaussian', vmax=vmax, origin='lower')\n", "plt.axis('off')\n", "plt.subplot(132)\n", "plt.imshow(recon_primaryonly[16:-16,64].cpu().T, cmap=cmap, interpolation='gaussian', vmax=vmax, origin='lower')\n", "plt.axis('off')\n", "plt.subplot(133)\n", "plt.imshow(recon_primaryonly[:,:,48].cpu().T, cmap=cmap, interpolation='gaussian', vmax=vmax, origin='lower')\n", "plt.axis('off')\n", "fig.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "f4e35676", "metadata": { "papermill": { "duration": 0.007727, "end_time": "2024-11-19T04:58:54.741683", "exception": false, "start_time": "2024-11-19T04:58:54.733956", "status": "completed" }, "tags": [] }, "source": [ "Note that this is not possible in clinical practice, since we don't know which events are scatters/randoms. The reconstruction above is going to be used as an \"ideal\" comparison for our reconstruction of all events." ] }, { "cell_type": "markdown", "id": "3a461b7c", "metadata": { "papermill": { "duration": 0.008359, "end_time": "2024-11-19T04:58:54.757927", "exception": false, "start_time": "2024-11-19T04:58:54.749568", "status": "completed" }, "tags": [] }, "source": [ "## Reconstruction Correcting For Randoms + Scatters" ] }, { "cell_type": "markdown", "id": "a555aa63", "metadata": { "papermill": { "duration": 0.009381, "end_time": "2024-11-19T04:58:54.775913", "exception": false, "start_time": "2024-11-19T04:58:54.766532", "status": "completed" }, "tags": [] }, "source": [ "For reconstruction of all events, we need to estimate boths randoms and scatters. Lets now get **all** events that were obtained in GATE:" ] }, { "cell_type": "code", "execution_count": 11, "id": "211af613", "metadata": { "execution": { "iopub.execute_input": "2024-11-19T04:58:54.792968Z", "iopub.status.busy": "2024-11-19T04:58:54.792232Z", "iopub.status.idle": "2024-11-19T04:58:55.146460Z", "shell.execute_reply": "2024-11-19T04:58:55.145789Z" }, "papermill": { "duration": 0.364955, "end_time": "2024-11-19T04:58:55.148292", "exception": false, "start_time": "2024-11-19T04:58:54.783337", "status": "completed" }, "tags": [] }, "outputs": [], "source": [ "if LOAD_FROM_ROOT:\n", " detector_ids = gate.get_detector_ids_from_root(\n", " paths,\n", " info)\n", " torch.save(detector_ids, os.path.join(path, 'detector_ids_all_events.pt'))\n", "detector_ids = torch.load(os.path.join(path, 'detector_ids_all_events.pt'))" ] }, { "cell_type": "markdown", "id": "d2bcdc7a", "metadata": { "papermill": { "duration": 0.007983, "end_time": "2024-11-19T04:58:55.164820", "exception": false, "start_time": "2024-11-19T04:58:55.156837", "status": "completed" }, "tags": [] }, "source": [ "Load the sinogram of all events:" ] }, { "cell_type": "code", "execution_count": 12, "id": "2e76af9c", "metadata": { "execution": { "iopub.execute_input": "2024-11-19T04:58:55.181918Z", "iopub.status.busy": "2024-11-19T04:58:55.181069Z", "iopub.status.idle": "2024-11-19T04:58:59.648160Z", "shell.execute_reply": "2024-11-19T04:58:59.647289Z" }, "papermill": { "duration": 4.477944, "end_time": "2024-11-19T04:58:59.650193", "exception": false, "start_time": "2024-11-19T04:58:55.172249", "status": "completed" }, "tags": [] }, "outputs": [], "source": [ "sinogram = gate.listmode_to_sinogram(detector_ids, info)" ] }, { "cell_type": "markdown", "id": "9a3adbde", "metadata": { "papermill": { "duration": 0.007437, "end_time": "2024-11-19T04:58:59.666189", "exception": false, "start_time": "2024-11-19T04:58:59.658752", "status": "completed" }, "tags": [] }, "source": [ "### Randoms" ] }, { "cell_type": "markdown", "id": "5add5720", "metadata": { "papermill": { "duration": 0.007947, "end_time": "2024-11-19T04:58:59.682491", "exception": false, "start_time": "2024-11-19T04:58:59.674544", "status": "completed" }, "tags": [] }, "source": [ "PyTomography has functionality to estimate random events via delayed coincidences. We can obtained the delayed coincidence random events from GATE data as follows:" ] }, { "cell_type": "code", "execution_count": 13, "id": "c05f99f0", "metadata": { "execution": { "iopub.execute_input": "2024-11-19T04:58:59.701180Z", "iopub.status.busy": "2024-11-19T04:58:59.700933Z", "iopub.status.idle": "2024-11-19T04:58:59.749603Z", "shell.execute_reply": "2024-11-19T04:58:59.748098Z" }, "papermill": { "duration": 0.059402, "end_time": "2024-11-19T04:58:59.751431", "exception": false, "start_time": "2024-11-19T04:58:59.692029", "status": "completed" }, "tags": [] }, "outputs": [], "source": [ "if LOAD_FROM_ROOT:\n", " detector_ids_delays = gate.get_detector_ids_from_root(\n", " paths,\n", " info,\n", " substr = 'delay')\n", " torch.save(detector_ids_delays, os.path.join(path, 'detector_ids_delays.pt'))\n", "detector_ids_delays= torch.load(os.path.join(path, 'detector_ids_delays.pt'))" ] }, { "cell_type": "code", "execution_count": 14, "id": "ed98038b", "metadata": { "execution": { "iopub.execute_input": "2024-11-19T04:58:59.768915Z", "iopub.status.busy": "2024-11-19T04:58:59.768632Z", "iopub.status.idle": "2024-11-19T04:59:02.408423Z", "shell.execute_reply": "2024-11-19T04:59:02.407709Z" }, "papermill": { "duration": 2.650057, "end_time": "2024-11-19T04:59:02.410384", "exception": false, "start_time": "2024-11-19T04:58:59.760327", "status": "completed" }, "tags": [] }, "outputs": [], "source": [ "sinogram_delays = gate.listmode_to_sinogram(detector_ids_delays, info)" ] }, { "cell_type": "markdown", "id": "8ca5c9f4", "metadata": { "papermill": { "duration": 0.007905, "end_time": "2024-11-19T04:59:02.427850", "exception": false, "start_time": "2024-11-19T04:59:02.419945", "status": "completed" }, "tags": [] }, "source": [ "Let's plot the sinogram of estimated randoms ($r-z$ plane corresponding to $\\theta=0$ and a ring difference of 0)" ] }, { "cell_type": "code", "execution_count": 15, "id": "a18ea23c", "metadata": { "execution": { "iopub.execute_input": "2024-11-19T04:59:02.445383Z", "iopub.status.busy": "2024-11-19T04:59:02.444749Z", "iopub.status.idle": "2024-11-19T04:59:02.591153Z", "shell.execute_reply": "2024-11-19T04:59:02.590594Z" }, "papermill": { "duration": 0.15665, "end_time": "2024-11-19T04:59:02.592592", "exception": false, "start_time": "2024-11-19T04:59:02.435942", "status": "completed" }, "tags": [] }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(10,1.5))\n", "plt.pcolormesh(sinogram_delays[0,:,:64].T, cmap='magma')\n", "plt.title('Delayed Coincidences')\n", "plt.axis('off')\n", "plt.colorbar()" ] }, { "cell_type": "markdown", "id": "5419e09a", "metadata": { "papermill": { "duration": 0.007857, "end_time": "2024-11-19T04:59:02.608965", "exception": false, "start_time": "2024-11-19T04:59:02.601108", "status": "completed" }, "tags": [] }, "source": [ "As can be seen, the data is very sparse, and is not a good estimation of randoms in all bins. In order to make this a good estimation of randoms, we can smooth the sinogram:" ] }, { "cell_type": "code", "execution_count": 16, "id": "62aacbee", "metadata": { "execution": { "iopub.execute_input": "2024-11-19T04:59:02.626373Z", "iopub.status.busy": "2024-11-19T04:59:02.625726Z", "iopub.status.idle": "2024-11-19T04:59:07.159971Z", "shell.execute_reply": "2024-11-19T04:59:07.159313Z" }, "papermill": { "duration": 4.545221, "end_time": "2024-11-19T04:59:07.161881", "exception": false, "start_time": "2024-11-19T04:59:02.616660", "status": "completed" }, "tags": [] }, "outputs": [], "source": [ "sinogram_randoms_estimate = gate.smooth_randoms_sinogram(sinogram_delays, info, sigma_r=4, sigma_theta=4, sigma_z=4)" ] }, { "cell_type": "markdown", "id": "06ad843a", "metadata": { "papermill": { "duration": 0.007989, "end_time": "2024-11-19T04:59:07.178607", "exception": false, "start_time": "2024-11-19T04:59:07.170618", "status": "completed" }, "tags": [] }, "source": [ "Let's look at the interpolated sinogram, and compare it to the real randoms:" ] }, { "cell_type": "code", "execution_count": 17, "id": "cae86256", "metadata": { "execution": { "iopub.execute_input": "2024-11-19T04:59:07.196063Z", "iopub.status.busy": "2024-11-19T04:59:07.195450Z", "iopub.status.idle": "2024-11-19T04:59:09.973969Z", "shell.execute_reply": "2024-11-19T04:59:09.973315Z" }, "papermill": { "duration": 2.788828, "end_time": "2024-11-19T04:59:09.975348", "exception": false, "start_time": "2024-11-19T04:59:07.186520", "status": "completed" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sinogram_randoms_true = gate.listmode_to_sinogram(detector_ids_randoms_true, info)\n", "\n", "fig = plt.figure(figsize=(10,3))\n", "plt.subplot(211)\n", "plt.pcolormesh(sinogram_randoms_true[0,:,:64].T, cmap='magma')\n", "plt.title('True Random Events $r$')\n", "plt.axis('off')\n", "plt.colorbar()\n", "plt.subplot(212)\n", "plt.pcolormesh(sinogram_randoms_estimate[0,:,:64].T, cmap='magma')\n", "plt.title(r'Estimated Random Events $\\bar{r}$')\n", "plt.axis('off')\n", "plt.colorbar()\n", "fig.tight_layout()\n", "plt.show()\n", "\n", "# Delete to save memory\n", "del(sinogram_randoms_true)" ] }, { "cell_type": "markdown", "id": "5afd03c4", "metadata": { "papermill": { "duration": 0.008237, "end_time": "2024-11-19T04:59:09.993304", "exception": false, "start_time": "2024-11-19T04:59:09.985067", "status": "completed" }, "tags": [] }, "source": [ "Note that the delayed coincidences are intended to yield the mean random rate $\\bar{r}$ in each bin; the top plot yields a particular noise realization." ] }, { "cell_type": "markdown", "id": "be49adc6", "metadata": { "papermill": { "duration": 0.008244, "end_time": "2024-11-19T04:59:10.010094", "exception": false, "start_time": "2024-11-19T04:59:10.001850", "status": "completed" }, "tags": [] }, "source": [ "### Scatters" ] }, { "cell_type": "markdown", "id": "ebbe0913", "metadata": { "papermill": { "duration": 0.008528, "end_time": "2024-11-19T04:59:10.027003", "exception": false, "start_time": "2024-11-19T04:59:10.018475", "status": "completed" }, "tags": [] }, "source": [ "PyTomography estimates scatters via the single scatter simulation (SSS) algorithm (w or w/o time of flight). In order to use SSS, we need an initial reconstruction of the data (without scatter estimation). We use this reconstruction as a proxy to estimate scatter. Let's first reconstruct the data without scatter estimation (but using randoms):" ] }, { "cell_type": "code", "execution_count": 18, "id": "50f3b4c1", "metadata": { "execution": { "iopub.execute_input": "2024-11-19T04:59:10.046319Z", "iopub.status.busy": "2024-11-19T04:59:10.045421Z", "iopub.status.idle": "2024-11-19T04:59:15.869116Z", "shell.execute_reply": "2024-11-19T04:59:15.868104Z" }, "papermill": { "duration": 5.835277, "end_time": "2024-11-19T04:59:15.871099", "exception": false, "start_time": "2024-11-19T04:59:10.035822", "status": "completed" }, "tags": [] }, "outputs": [], "source": [ "atten_map = gate.get_aligned_attenuation_map(os.path.join(path, 'gate_simulation/simple_phantom/umap_mMR_brainSimplePhantom.hv'), object_meta).to(pytomography.device)\n", "normalization_sinogram = torch.load(os.path.join(path, 'normalization_sinogram.pt')) # assumes this has been saved from the intro tutorial\n", "proj_meta = PETSinogramPolygonProjMeta(info)\n", "psf_transform = GaussianFilter(3)\n", "system_matrix = PETSinogramSystemMatrix(\n", " object_meta,\n", " proj_meta,\n", " obj2obj_transforms = [psf_transform],\n", " sinogram_sensitivity = normalization_sinogram,\n", " N_splits=10,\n", " attenuation_map=atten_map,\n", " device='cpu' # projections output on cpu, rest is GPU\n", ")" ] }, { "cell_type": "markdown", "id": "17e0d713", "metadata": { "papermill": { "duration": 0.008212, "end_time": "2024-11-19T04:59:15.888579", "exception": false, "start_time": "2024-11-19T04:59:15.880367", "status": "completed" }, "tags": [] }, "source": [ "We'll reconstruct only using randoms as an estimate. We need to pass the random sinogram estimate divided by the sensitivty sinogram as an additive term estimate to the likelihood function:" ] }, { "cell_type": "code", "execution_count": 19, "id": "8109793c", "metadata": { "execution": { "iopub.execute_input": "2024-11-19T04:59:15.908109Z", "iopub.status.busy": "2024-11-19T04:59:15.907053Z", "iopub.status.idle": "2024-11-19T04:59:20.193296Z", "shell.execute_reply": "2024-11-19T04:59:20.191729Z" }, "papermill": { "duration": 4.298058, "end_time": "2024-11-19T04:59:20.195188", "exception": false, "start_time": "2024-11-19T04:59:15.897130", "status": "completed" }, "tags": [] }, "outputs": [], "source": [ "additive_term = sinogram_randoms_estimate / system_matrix._compute_sensitivity_sinogram().cpu()\n", "likelihood = PoissonLogLikelihood(\n", " system_matrix,\n", " sinogram,\n", " additive_term = additive_term\n", " )" ] }, { "cell_type": "markdown", "id": "90b397a9", "metadata": { "papermill": { "duration": 0.011247, "end_time": "2024-11-19T04:59:20.215747", "exception": false, "start_time": "2024-11-19T04:59:20.204500", "status": "completed" }, "tags": [] }, "source": [ "Now we reconstruct using only random estimation" ] }, { "cell_type": "code", "execution_count": 20, "id": "43c90e55", "metadata": { "execution": { "iopub.execute_input": "2024-11-19T04:59:20.237779Z", "iopub.status.busy": "2024-11-19T04:59:20.237123Z", "iopub.status.idle": "2024-11-19T04:59:47.981446Z", "shell.execute_reply": "2024-11-19T04:59:47.980398Z" }, "papermill": { "duration": 27.756094, "end_time": "2024-11-19T04:59:47.983597", "exception": false, "start_time": "2024-11-19T04:59:20.227503", "status": "completed" }, "tags": [] }, "outputs": [], "source": [ "recon_algorithm = OSEM(likelihood)\n", "recon_without_scatter_estimation = recon_algorithm(2,24)" ] }, { "cell_type": "markdown", "id": "f092aae4", "metadata": { "papermill": { "duration": 0.008422, "end_time": "2024-11-19T04:59:48.001521", "exception": false, "start_time": "2024-11-19T04:59:47.993099", "status": "completed" }, "tags": [] }, "source": [ "This reconstruction is then used to estimate scatter in the SSS scatter estimation technique. The parameters are discussed below the code cell below" ] }, { "cell_type": "code", "execution_count": 21, "id": "aa6df92e", "metadata": { "execution": { "iopub.execute_input": "2024-11-19T04:59:48.020987Z", "iopub.status.busy": "2024-11-19T04:59:48.020138Z", "iopub.status.idle": "2024-11-19T05:02:04.077627Z", "shell.execute_reply": "2024-11-19T05:02:04.075519Z" }, "papermill": { "duration": 136.069769, "end_time": "2024-11-19T05:02:04.079827", "exception": false, "start_time": "2024-11-19T04:59:48.010058", "status": "completed" }, "tags": [] }, "outputs": [], "source": [ "sinogram_scatter = sss.get_sss_scatter_estimate(\n", " object_meta = object_meta,\n", " proj_meta = proj_meta,\n", " pet_image = recon_without_scatter_estimation,\n", " attenuation_image = atten_map,\n", " system_matrix = system_matrix,\n", " proj_data = sinogram,\n", " image_stepsize = 4,\n", " attenuation_cutoff = 0.004,\n", " sinogram_interring_stepsize = 4,\n", " sinogram_intraring_stepsize = 4,\n", " sinogram_random = sinogram_randoms_estimate\n", " )" ] }, { "cell_type": "markdown", "id": "e8951f73", "metadata": { "papermill": { "duration": 0.008382, "end_time": "2024-11-19T05:02:04.097757", "exception": false, "start_time": "2024-11-19T05:02:04.089375", "status": "completed" }, "tags": [] }, "source": [ "Besides the obvious parameters:\n", "\n", "* `pet_image` is the initial activity estimation which is used to estimate the scatter contribution. Note that although the activity is much higher here than the scatter-corrected image, the scatter is not over predicted since it is scaled to the tails at the end (discussed below)\n", "* `attenuation_image` is used to compute compton cross sections\n", "* `system_matrix` is needed for the scaling of the scatter tails.\n", "* `proj_data` is required for the scaling of the scatter tails.\n", "* `image_stepsize` is the stepsize in x/y/z used for subsampling voxels in object space for the scatter simulation.\n", "* `attenuation_cutoff` is used for two purposes: (i) any scatter point below this value is not considered and (ii) when the attenuation map is forward projected as a mask to scale the scatter tails, this is the cutoff value for the mask\n", "* `sinogram_interring_stepsize`: the axial (between rings) stepsize between detector crystals used as sample points in the scatter simulation\n", "* `sinogram_intrraring_stepsize`: the transaxial stepsize between detector crystals used as sample points in the scatter simulation.\n", "* `sinogram_random`: required for scaling the scatter tails at the end.\n", "\n", "The SSS essentially works as follows: \n", "\n", "(i) Compute scatter estimation in sparse sinogram space (only certain detector crystals considered)\n", "(ii) Interpolate sinogram\n", "(iii) Scale scatter tails\n", "\n", "Lets compare this to the true scatter distribution:\n", "\n" ] }, { "cell_type": "code", "execution_count": 22, "id": "0e8e4172", "metadata": { "execution": { "iopub.execute_input": "2024-11-19T05:02:04.116940Z", "iopub.status.busy": "2024-11-19T05:02:04.116241Z", "iopub.status.idle": "2024-11-19T05:02:07.481794Z", "shell.execute_reply": "2024-11-19T05:02:07.481191Z" }, "papermill": { "duration": 3.377094, "end_time": "2024-11-19T05:02:07.483269", "exception": false, "start_time": "2024-11-19T05:02:04.106175", "status": "completed" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sinogram_scatters_true = gate.listmode_to_sinogram(detector_ids_scatters_true, info)\n", "\n", "fig = plt.figure(figsize=(10,5))\n", "plt.subplot(211)\n", "plt.pcolormesh(sinogram_scatters_true[0,:,:64].T, cmap='magma')\n", "plt.title('True Scatter Events')\n", "plt.axis('off')\n", "plt.colorbar()\n", "plt.subplot(212)\n", "plt.pcolormesh(sinogram_scatter[0,:,:64].T, cmap='magma')\n", "plt.title('Estimated Scatter via SSS')\n", "plt.axis('off')\n", "plt.colorbar()\n", "fig.supxlabel('Axial')\n", "fig.supylabel('Transaxial')\n", "fig.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "38539f91", "metadata": { "papermill": { "duration": 0.008908, "end_time": "2024-11-19T05:02:07.502252", "exception": false, "start_time": "2024-11-19T05:02:07.493344", "status": "completed" }, "tags": [] }, "source": [ "It's a little hard to validate on the sinograms since the true scatter data is sparse. We can instead look at profiles by summing accross certain dimensions:" ] }, { "cell_type": "code", "execution_count": 23, "id": "f083eaf2", "metadata": { "execution": { "iopub.execute_input": "2024-11-19T05:02:07.522750Z", "iopub.status.busy": "2024-11-19T05:02:07.522102Z", "iopub.status.idle": "2024-11-19T05:02:07.666141Z", "shell.execute_reply": "2024-11-19T05:02:07.665442Z" }, "papermill": { "duration": 0.155294, "end_time": "2024-11-19T05:02:07.667607", "exception": false, "start_time": "2024-11-19T05:02:07.512313", "status": "completed" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(6,3))\n", "plt.plot(sinogram_scatters_true[:,:,:64].sum(dim=(0,2)), label='True Scatter')\n", "plt.plot(sinogram_scatter[:,:,:64].sum(dim=(0,2)), ls='--', label='SSS Scatter Estimation')\n", "plt.xlabel('Axial Position')\n", "plt.ylabel('Summed Events along Transaxial')\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "1a9b21df", "metadata": { "papermill": { "duration": 0.010068, "end_time": "2024-11-19T05:02:07.688148", "exception": false, "start_time": "2024-11-19T05:02:07.678080", "status": "completed" }, "tags": [] }, "source": [ "Now that we have the scatter sinogram estimate. The additive term to the likelihood is the sum of randoms+scatters divided by the sensitivty sinogram" ] }, { "cell_type": "code", "execution_count": 24, "id": "5c2abc55", "metadata": { "execution": { "iopub.execute_input": "2024-11-19T05:02:07.708409Z", "iopub.status.busy": "2024-11-19T05:02:07.707949Z", "iopub.status.idle": "2024-11-19T05:02:39.277757Z", "shell.execute_reply": "2024-11-19T05:02:39.276722Z" }, "papermill": { "duration": 31.582375, "end_time": "2024-11-19T05:02:39.279812", "exception": false, "start_time": "2024-11-19T05:02:07.697437", "status": "completed" }, "tags": [] }, "outputs": [], "source": [ "additive_term = (sinogram_randoms_estimate + sinogram_scatter) / system_matrix._compute_sensitivity_sinogram().cpu()\n", "likelihood = PoissonLogLikelihood(\n", " system_matrix,\n", " sinogram,\n", " additive_term = additive_term\n", " )\n", "recon_algorithm = OSEM(likelihood)\n", "recon_sinogram_noTOF = recon_algorithm(2,24)" ] }, { "cell_type": "code", "execution_count": 25, "id": "f1db039d", "metadata": { "execution": { "iopub.execute_input": "2024-11-19T05:02:39.301832Z", "iopub.status.busy": "2024-11-19T05:02:39.301259Z", "iopub.status.idle": "2024-11-19T05:02:39.756178Z", "shell.execute_reply": "2024-11-19T05:02:39.755437Z" }, "papermill": { "duration": 0.469316, "end_time": "2024-11-19T05:02:39.759713", "exception": false, "start_time": "2024-11-19T05:02:39.290397", "status": "completed" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "vmax = 0.45\n", "cmap = 'Greys'\n", "fig, ax = plt.subplots(2,3,figsize=(10,9), gridspec_kw={'wspace': 0.0})\n", "plt.subplot(231)\n", "plt.imshow(recon_primaryonly[48,16:-16].cpu().T, cmap=cmap, vmax=vmax, interpolation='gaussian', origin='lower')\n", "plt.axis('off')\n", "plt.subplot(232)\n", "plt.imshow(recon_primaryonly[16:-16,64].cpu().T, cmap=cmap, vmax=vmax, interpolation='gaussian', origin='lower')\n", "plt.title('Primary Only Recon', fontsize=30)\n", "plt.axis('off')\n", "plt.subplot(233)\n", "plt.imshow(recon_primaryonly[:,:,48].cpu().T, cmap=cmap, vmax=vmax, interpolation='gaussian', origin='lower')\n", "plt.axis('off')\n", "plt.subplot(234)\n", "plt.imshow(recon_sinogram_noTOF[48,16:-16].cpu().T, cmap=cmap, vmax=vmax, interpolation='gaussian', origin='lower')\n", "plt.axis('off')\n", "plt.subplot(235)\n", "plt.imshow(recon_sinogram_noTOF[16:-16,64].cpu().T, cmap=cmap, vmax=vmax, interpolation='gaussian', origin='lower')\n", "plt.axis('off')\n", "plt.title('All Event Recon (Random+Scatter Corrected)', fontsize=30)\n", "plt.subplot(236)\n", "plt.imshow(recon_sinogram_noTOF[:,:,48].cpu().T, cmap=cmap, vmax=vmax, interpolation='gaussian', origin='lower')\n", "plt.axis('off')\n", "fig.tight_layout()\n", "plt.show()\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": "pytomo_install_test", "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": "3.11.10" }, "papermill": { "default_parameters": {}, "duration": 279.355593, "end_time": "2024-11-19T05:02:43.400861", "environment_variables": {}, "exception": null, "input_path": "t_PETGATE_scat_sino.ipynb", "output_path": "t_PETGATE_scat_sino.ipynb", "parameters": {}, "start_time": "2024-11-19T04:58:04.045268", "version": "2.6.0" } }, "nbformat": 4, "nbformat_minor": 5 }