{ "cells": [ { "cell_type": "markdown", "id": "03498682", "metadata": { "papermill": { "duration": 0.003214, "end_time": "2024-11-19T22:27:15.104380", "exception": false, "start_time": "2024-11-19T22:27:15.101166", "status": "completed" }, "tags": [] }, "source": [ "# Ac-225 Advanced PSF Modeling (DICOM)" ] }, { "cell_type": "markdown", "id": "8fba0269", "metadata": { "papermill": { "duration": 0.002958, "end_time": "2024-11-19T22:27:15.110589", "exception": false, "start_time": "2024-11-19T22:27:15.107631", "status": "completed" }, "tags": [] }, "source": [ "This tutorial uses the PSF operators obtained using the SPECTPSF toolbox to reconstruct Ac225 data. The operator was obtained using tutorial 5, available at this [link](https://github.com/lukepolson/SPECTPSFToolbox/blob/main/tutorials/5_optimization_ac225.ipynb). Use of this operator requires the SPECTPSFToolbox to be installed; instructions for installing can be found on the README [here](https://github.com/lukepolson/SPECTPSFToolbox/tree/main)" ] }, { "cell_type": "code", "execution_count": 1, "id": "d79369fa", "metadata": { "execution": { "iopub.execute_input": "2024-11-19T22:27:15.118251Z", "iopub.status.busy": "2024-11-19T22:27:15.117794Z", "iopub.status.idle": "2024-11-19T22:27:18.947068Z", "shell.execute_reply": "2024-11-19T22:27:18.946299Z" }, "papermill": { "duration": 3.83543, "end_time": "2024-11-19T22:27:18.948978", "exception": false, "start_time": "2024-11-19T22:27:15.113548", "status": "completed" }, "tags": [] }, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import torch # needed for kernels\n", "import pytomography\n", "from pytomography.projectors.SPECT import SPECTSystemMatrix\n", "from pytomography.io.SPECT import dicom\n", "from pytomography.algorithms import OSEM\n", "from pytomography.likelihoods import PoissonLogLikelihood\n", "from pytomography.transforms.SPECT import SPECTAttenuationTransform, SPECTPSFTransform\n", "from pytomography.transforms.shared import GaussianFilter\n", "from pytomography.io.SPECT.shared import subsample_projections_and_modify_metadata\n", "import dill\n", "import os\n", "from pytomography.utils import plot_utils" ] }, { "cell_type": "markdown", "id": "e192c2c8", "metadata": { "papermill": { "duration": 0.003215, "end_time": "2024-11-19T22:27:18.955754", "exception": false, "start_time": "2024-11-19T22:27:18.952539", "status": "completed" }, "tags": [] }, "source": [ "Tutorial data path" ] }, { "cell_type": "code", "execution_count": 2, "id": "1de46494", "metadata": { "execution": { "iopub.execute_input": "2024-11-19T22:27:18.963395Z", "iopub.status.busy": "2024-11-19T22:27:18.962704Z", "iopub.status.idle": "2024-11-19T22:27:18.966530Z", "shell.execute_reply": "2024-11-19T22:27:18.965912Z" }, "papermill": { "duration": 0.008937, "end_time": "2024-11-19T22:27:18.967834", "exception": false, "start_time": "2024-11-19T22:27:18.958897", "status": "completed" }, "tags": [] }, "outputs": [], "source": [ "path = '/mnt/mydisk2/pytomo_tutorial_data/SPECT'" ] }, { "cell_type": "markdown", "id": "793e12d3", "metadata": { "papermill": { "duration": 0.002939, "end_time": "2024-11-19T22:27:18.973718", "exception": false, "start_time": "2024-11-19T22:27:18.970779", "status": "completed" }, "tags": [] }, "source": [ "Location of files" ] }, { "cell_type": "code", "execution_count": 3, "id": "81409907", "metadata": { "execution": { "iopub.execute_input": "2024-11-19T22:27:18.980965Z", "iopub.status.busy": "2024-11-19T22:27:18.980464Z", "iopub.status.idle": "2024-11-19T22:27:18.984405Z", "shell.execute_reply": "2024-11-19T22:27:18.983799Z" }, "papermill": { "duration": 0.008855, "end_time": "2024-11-19T22:27:18.985654", "exception": false, "start_time": "2024-11-19T22:27:18.976799", "status": "completed" }, "tags": [] }, "outputs": [], "source": [ "pathCT = os.path.join(path, 'Ac225-NEMA-SymT2', 'CT')\n", "files_CT = [os.path.join(pathCT, file) for file in os.listdir(pathCT)]\n", "file_NM = os.path.join(path, 'Ac225-NEMA-SymT2', 'projection_data.IMA')" ] }, { "cell_type": "markdown", "id": "141eb774", "metadata": { "papermill": { "duration": 0.002832, "end_time": "2024-11-19T22:27:18.991272", "exception": false, "start_time": "2024-11-19T22:27:18.988440", "status": "completed" }, "tags": [] }, "source": [ "Open the PSF operator created in [this tutorial](https://github.com/lukepolson/SPECTPSFToolbox/blob/main/tutorials/5_optimization_ac225.ipynb)" ] }, { "cell_type": "code", "execution_count": 4, "id": "e6a7b810", "metadata": { "execution": { "iopub.execute_input": "2024-11-19T22:27:18.998383Z", "iopub.status.busy": "2024-11-19T22:27:18.997941Z", "iopub.status.idle": "2024-11-19T22:27:19.777305Z", "shell.execute_reply": "2024-11-19T22:27:19.776628Z" }, "papermill": { "duration": 0.784784, "end_time": "2024-11-19T22:27:19.779076", "exception": false, "start_time": "2024-11-19T22:27:18.994292", "status": "completed" }, "tags": [] }, "outputs": [], "source": [ "with open(os.path.join(path, 'Ac225-NEMA-SymT2', 'ac225_psf_operator.pkl'), 'rb') as f:\n", " psf_operator = dill.load(f)\n", " psf_operator.set_device(pytomography.device)\n", " # Note that you may need to create this operator yourself with the SPECTPSFToolbox to match your GPU architecture" ] }, { "cell_type": "markdown", "id": "0c77dc88", "metadata": { "papermill": { "duration": 0.00306, "end_time": "2024-11-19T22:27:19.785659", "exception": false, "start_time": "2024-11-19T22:27:19.782599", "status": "completed" }, "tags": [] }, "source": [ "Define the peak, lower, and upper indices" ] }, { "cell_type": "code", "execution_count": 5, "id": "f8f4a96c", "metadata": { "execution": { "iopub.execute_input": "2024-11-19T22:27:19.793178Z", "iopub.status.busy": "2024-11-19T22:27:19.792578Z", "iopub.status.idle": "2024-11-19T22:27:24.586581Z", "shell.execute_reply": "2024-11-19T22:27:24.585622Z" }, "papermill": { "duration": 4.799892, "end_time": "2024-11-19T22:27:24.588566", "exception": false, "start_time": "2024-11-19T22:27:19.788674", "status": "completed" }, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Given photopeak energy 440.0 keV and CT energy 130 keV from the CT DICOM header, the HU->mu conversion from the following configuration is used: 440.0 keV SPECT energy, 130 keV CT energy, and scanner model symbiat2\n" ] } ], "source": [ "index_peak = 3\n", "index_lower = 4\n", "index_upper = 5\n", "object_meta, proj_meta = dicom.get_metadata(file_NM, index_peak=index_peak)\n", "projections = dicom.get_projections(file_NM)\n", "attenuation_map = dicom.get_attenuation_map_from_CT_slices(files_CT, file_NM, index_peak=index_peak)" ] }, { "cell_type": "markdown", "id": "35dc77da", "metadata": { "papermill": { "duration": 0.003029, "end_time": "2024-11-19T22:27:24.595174", "exception": false, "start_time": "2024-11-19T22:27:24.592145", "status": "completed" }, "tags": [] }, "source": [ "Lets get the photopeak and scatter" ] }, { "cell_type": "code", "execution_count": 6, "id": "b6e95d21", "metadata": { "execution": { "iopub.execute_input": "2024-11-19T22:27:24.603193Z", "iopub.status.busy": "2024-11-19T22:27:24.602331Z", "iopub.status.idle": "2024-11-19T22:27:24.796498Z", "shell.execute_reply": "2024-11-19T22:27:24.795790Z" }, "papermill": { "duration": 0.200001, "end_time": "2024-11-19T22:27:24.798207", "exception": false, "start_time": "2024-11-19T22:27:24.598206", "status": "completed" }, "tags": [] }, "outputs": [], "source": [ "photopeak = projections[index_peak]\n", "scatter = dicom.get_energy_window_scatter_estimate_projections(file_NM, projections, index_peak=index_peak, index_lower=index_lower, index_upper=index_upper, sigma_theta=2, sigma_r=0.48, sigma_z=0.48, proj_meta=proj_meta)" ] }, { "cell_type": "markdown", "id": "ac75c0ae", "metadata": { "papermill": { "duration": 0.003164, "end_time": "2024-11-19T22:27:24.804801", "exception": false, "start_time": "2024-11-19T22:27:24.801637", "status": "completed" }, "tags": [] }, "source": [ "Define system matrix" ] }, { "cell_type": "code", "execution_count": 7, "id": "a682c202", "metadata": { "execution": { "iopub.execute_input": "2024-11-19T22:27:24.812581Z", "iopub.status.busy": "2024-11-19T22:27:24.811816Z", "iopub.status.idle": "2024-11-19T22:27:24.824702Z", "shell.execute_reply": "2024-11-19T22:27:24.824101Z" }, "papermill": { "duration": 0.018147, "end_time": "2024-11-19T22:27:24.825939", "exception": false, "start_time": "2024-11-19T22:27:24.807792", "status": "completed" }, "tags": [] }, "outputs": [], "source": [ "att_transform = SPECTAttenuationTransform(attenuation_map=attenuation_map)\n", "psf_transform = SPECTPSFTransform(psf_operator=psf_operator)\n", "system_matrix = SPECTSystemMatrix(\n", " obj2obj_transforms = [att_transform,psf_transform],\n", " proj2proj_transforms = [],\n", " object_meta = object_meta,\n", " proj_meta = proj_meta)" ] }, { "cell_type": "markdown", "id": "9ef0b359", "metadata": { "papermill": { "duration": 0.0028, "end_time": "2024-11-19T22:27:24.832116", "exception": false, "start_time": "2024-11-19T22:27:24.829316", "status": "completed" }, "tags": [] }, "source": [ "Define likelihood and algorithm" ] }, { "cell_type": "code", "execution_count": 8, "id": "55d75660", "metadata": { "execution": { "iopub.execute_input": "2024-11-19T22:27:24.845064Z", "iopub.status.busy": "2024-11-19T22:27:24.844537Z", "iopub.status.idle": "2024-11-19T22:27:24.850349Z", "shell.execute_reply": "2024-11-19T22:27:24.849754Z" }, "papermill": { "duration": 0.012728, "end_time": "2024-11-19T22:27:24.851979", "exception": false, "start_time": "2024-11-19T22:27:24.839251", "status": "completed" }, "tags": [] }, "outputs": [], "source": [ "likelihood = PoissonLogLikelihood(system_matrix, photopeak, scatter)\n", "algorithm = OSEM(likelihood)" ] }, { "cell_type": "markdown", "id": "f00736bc", "metadata": { "papermill": { "duration": 0.002864, "end_time": "2024-11-19T22:27:24.857907", "exception": false, "start_time": "2024-11-19T22:27:24.855043", "status": "completed" }, "tags": [] }, "source": [ "Reconstruct using OSEM with 3 subsets (32 projections per subset)" ] }, { "cell_type": "code", "execution_count": 9, "id": "71bb1b88", "metadata": { "execution": { "iopub.execute_input": "2024-11-19T22:27:24.866260Z", "iopub.status.busy": "2024-11-19T22:27:24.865789Z", "iopub.status.idle": "2024-11-19T22:30:01.272384Z", "shell.execute_reply": "2024-11-19T22:30:01.271303Z" }, "papermill": { "duration": 156.413662, "end_time": "2024-11-19T22:30:01.274488", "exception": false, "start_time": "2024-11-19T22:27:24.860826", "status": "completed" }, "tags": [] }, "outputs": [], "source": [ "recon = algorithm(n_iters=100, n_subsets=3)" ] }, { "cell_type": "markdown", "id": "33430f2f", "metadata": { "papermill": { "duration": 0.003133, "end_time": "2024-11-19T22:30:01.281539", "exception": false, "start_time": "2024-11-19T22:30:01.278406", "status": "completed" }, "tags": [] }, "source": [ "Smooth the reconstructed image using a Gaussian filter with FWHM of 2cm." ] }, { "cell_type": "code", "execution_count": 10, "id": "f24d4164", "metadata": { "execution": { "iopub.execute_input": "2024-11-19T22:30:01.289521Z", "iopub.status.busy": "2024-11-19T22:30:01.289161Z", "iopub.status.idle": "2024-11-19T22:30:01.296355Z", "shell.execute_reply": "2024-11-19T22:30:01.295646Z" }, "papermill": { "duration": 0.012661, "end_time": "2024-11-19T22:30:01.297647", "exception": false, "start_time": "2024-11-19T22:30:01.284986", "status": "completed" }, "tags": [] }, "outputs": [], "source": [ "filter = GaussianFilter(2) # 2cm FWHM\n", "filter.configure(object_meta, proj_meta)\n", "recon_smoothed = filter(recon)" ] }, { "cell_type": "markdown", "id": "6b785c28", "metadata": { "papermill": { "duration": 0.003008, "end_time": "2024-11-19T22:30:01.303461", "exception": false, "start_time": "2024-11-19T22:30:01.300453", "status": "completed" }, "tags": [] }, "source": [ "Show an axial slice of the smoothed reconstruction. We'll also show the attenuation map in the background. We'll use the `plot_utils` section of the library" ] }, { "cell_type": "code", "execution_count": 11, "id": "bf4165f4", "metadata": { "execution": { "iopub.execute_input": "2024-11-19T22:30:01.315295Z", "iopub.status.busy": "2024-11-19T22:30:01.314916Z", "iopub.status.idle": "2024-11-19T22:30:01.527107Z", "shell.execute_reply": "2024-11-19T22:30:01.526493Z" }, "papermill": { "duration": 0.223212, "end_time": "2024-11-19T22:30:01.529607", "exception": false, "start_time": "2024-11-19T22:30:01.306395", "status": "completed" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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xib0HdDH2pV/6pXz84x+naZodPSaAv/iLv8A5xxd/8Ref85oxhoc+9KE89KEP5dGPfjRf8zVfw6/8yq/sel32a9/yLd/CS1/6Um6//Xa+/uu/vveYLsX2e7+dOnVqy/bt+26/Ly/VnvWsZ/ELv/ALfPjDH+amm24C4Cd/8id50YtexHve8x4+8IEP8D3f8z28/vWv54//+I+59tprGQ6HfPjDH+ZDH/oQv/3bv8373/9+3vWud/GkJz2JD3zgA31Ecp+zexuhL8Y6D3CvP9/7vd+bc94759T96byBH/iBH8jGmC1Uipxzfu1rX5uBLXkZSg7yz//8z/OhQ4fyIx/5yLyystK//mu/9mv7omBstpe85CXZOZdvv/32fOzYsfxP/+k/3fd7z+fJhBDy3NzcOXnOnewbv/Eb8xd90RfllNKW7Y95zGO25BE35yBvueWWXNd1fvrTn34OJeZCrLvWb3/723d8/dOf/nQ2xuSbbrrpvMdaXV3NwJZ9L9aDXF1d7fOc73rXu/r9LsWD3O/9trS0lK21+VWvetWW/ZqmybOzs1vywjt5kA95yEMuyIP8rd/6rXO+53b76Ec/moH8b/7Nv9l1n+57bPbg72t2n0wUPOQhD+Hd7373OX8e/OAHc/311/Pud7+bl7zkJYBQb7bv9yM/8iMA/Mt/+S9597vf3Vcun/WsZxFj5Od//uf7z2qahre+9a086lGP2rGC/bCHPYzf+Z3f4a//+q/5hm/4hj53c9NNNzE/P8/rXve6Hek7d9111znbvvVbvxXvPd/1Xd/FXXfdxbd+67de+sUqZozhm7/5m/mN3/gN/uqv/mrP8+lW+7ypm+JP/uRP+KM/+qNdj/+1X/u1/Oqv/irvf//7eeELX9h7rJ3tl+bzXd/1XRw/fpxXvepV/P3f//2W16bTKd/xHd9BznlLZf8jH/nIjtf4d37ndwD4ki/5kvN+7vlsdnaWN7/5zfz7f//v+YZv+IZLPh7s/35bWFjga7/2a3nHO97B6upqv+/b3/521tbWePazn73n58zMzLC0tHTO9p3uQYBf/MVfRCnFl3/5lwOS693exfXQhz4UrTVN0wBw5syZc47TsR26fe6Ldp8MsY8ePcoznvGMc7Z3XMjNr+3U/dKFR4985CO37PuoRz2KZz/72fzQD/0Qd955Jw984AP55V/+ZW699VZ+8Rd/cdfz+aqv+ire85738NSnPpVnPetZ/NZv/Rbz8/O8+c1v5oUvfCFf/uVfzvOe9zyOHTvGZz7zGX77t3+bxz72sbzxjW/ccpwnPOEJXHvttbznPe9hOBzyzGc+c9/XZD/2Yz/2Y3zoQx/iUY96FC996Uv5si/7Ms6cOcPHPvYxPvjBD/Y3+dOf/nR+8zd/k2/6pm/iaU97Gp/+9Kf5uZ/7Ob7sy75sz9a2ZzzjGbz1rW/l277t25ifn+ctb3lL/9p+aT5Hjhzh5ptv5mlPexpf/uVffk4nzac+9Sl+9md/lsc85jH9e97whjfwZ3/2Zzzzmc/s0wQf+9jH+K//9b9y+PDhnr7U2fLyMu94xzt2/PwXvOAFu57bbqmJ7fbhD3+YD3/4w4CA0Pr6Oj/6oz8KwFd/9Vf3HVMXcr+99rWv5TGPeQxPeMITeNnLXsZnP/tZfvInf5Kv+7qv4ylPecqe5/MVX/EVvPnNb+ZHf/RHeeADH8jx48d50pOexGtf+1o++tGP8pSnPIXrr7+eM2fO8Bu/8Rv86Z/+Ka985St54AMfCMDv/d7v8YpXvIJnP/vZPOhBDyKEwNvf/vZ+0QV4zWtew4c//GGe9rSnccMNN3DnnXfypje9iWuvvfaKdKDdY3Zvu7CX0/YbPu1WpMlZOhl+4Ad+IJ88eTLXdZ0f+chH5ve///3n7McOnTTvec97srU2P/e5z+2T0x/60IfyTTfdlBcWFvJgMMgPeMAD8ote9KL8v//3/97x3F71qldlID/nOc/Zz1fu7XyhXmd33HFHfvnLX56vu+667JzLJ0+ezE9+8pPzz//8z/f7pJTy6173unzDDTfkuq7zP/kn/yS/973vzd/+7d++a4i92d70pjdlIP/AD/zAlvPbD81n87Ff+tKX5uuvvz475/LRo0fzP/tn/yx/5CMfOWffj370o/nlL395fshDHpIXFhaycy5ff/31+UUvelH+u7/7uy37ni/l0tn2EHs32+m6//AP//Cux//hH/7hLfvu937LOeePfOQj+TGPeUweDAb52LFj+eUvf/mWtM7m894cYt9+++35aU97Wp6bm8tAH25/4AMfyE9/+tPzNddck51zeW5uLj/2sY/Nb33rW7ekV/7+7/8+v/jFL84PeMAD8mAwyIcPH85f8zVfkz/4wQ/2+/zP//k/8zd+4zfma665JldVla+55pr8/Oc/P/+f//N/9rx+V7upnA+60g/swA7swHay+2QO8sAO7MAO7J6wA4A8sAM7sAPbxQ4A8sAO7MAObBc7AMgDO7ADO7Bd7AAgD+zADuzAdrEDgDywAzuwA9vFDgDywA7swA5sF9t3J41Sao8XL8epbLN9sjO11hhjcM71AhBKKYbDIbOzs4xGI0ajETFGUkpMJhNOnz7N6dOnt7TS5Zz7P1edXcz13e33uhq/33a72FPc/pU3X4Pu70pv/F0r+btSG9u7bd17dtq+/diwcV1zhrTp7zmV/5btm7dt3r//dzr3eFs+Z99XY1frlMW7vwM455iZmWFxcbFvvZ1MJkwmE7z3hBAIIZBzJqVEjJEQwo4tnlebaa3777ywsMDRo0eZmZnhz/7sz8773n0TxfcESLj8ILnDWSmlMMZsmURXVRUzMzPMz8+zuLhIzpmmaRiPx6ysrPSS8N3XzDn3YHmfsP1c1/P9Nhdj22+Ly/0Z+wXqCwGEiwXI7vXtYLh5W7f/9uP251lOdDs4dn+Paev2zaC50/7bj9v/e88rcEmmte7/gChAGWOYmZnh6NGjzM/Po5TCe98/X51WaOdcpJSu6mdr83fcT4/45QNIuLwgmc9d6QaDQb/CDQYDjDE0TcPy8jLLy8sopbb8SN2qd5+0813LKwGK95bt5xY83y47XY7dALL792bA2w6QO23vTO9y7XcDu+3e407b4V4HyN1se4QGMBqNOHToENZacs69N9mBJmw4JVcrYO4H+i4vQMKlgaRS/dutsczNzTE3N4dzDoAQAk3T0DRND54xRqbTKdPp9OoMjy/ULgUYLwY0L/aaXQpA7/WZ5zuf3V6+GICEc73F7rXN23d6317nvhMI9v++hPAa7hWA3MmqqmIwGPSgmVKiqiqccxhjGA6HWzzNzQrlV8tzeh8AyM47BGsdc/NzjEYjFArftqSU+hwjiLT/+vo6k8nkqrnIl9X2una7Xf+ryZNUu9T88h4exG6/4+X4fS8UILvXd/IiN793+7E3n+9OILeX93i+9263q/i270BzMBhQ13WfpwQRiHbO9aC5trZ2r0d3+8GQyy93ltmXFzQaDqnrAVrrcqKZYbm4WilSjKyurm4Bwy9IUIQLB8Ydt10CIWEvALuYz+nOr/u99gLOzd9l8++7/RhX2nLe+pmJDZDsXuuuk9I7hL6bruFuHuLm187Z9+oMQy/E2ralbVtWVla2FH/m5uaYnZ2lqiqMMVhr0Vr3RZ+2ba9azcjL70H2b9j6XmMtzlqU1pBFBHR+fg5rLSEElldWWDp7lrariqV81eYuLtkutvCyfdtOwHMhv9OVCK93ys+lXT5nC3DsADC77btf263qvFcesnt9p0LO9uPsdo67FWx2ev1C8o9wVXuQu9nmoqrWmkOHDuGcwzlHSom1tTXG43FfbY4x4r0nxnhFz+veCbGLaWswWqOUxlrDaGaGQ4uLVFVN00w5ffo06+tjYKP6FVNX3bugj7r67UIu3YUC407771ZE6Gw3wNqv7Xb8/YDHbuewkye1m7e1X9sPQMLO1eztr28/xk62HRi7bbuB4+bXtx9j+9/7bXufwn3BNtNuQMLvI0eOMDs7S13XjMdjzpw5w9raWl8hvxJgeY8DZEcPMMawuLjI4SOHca5ifX2dpaUlcaOVJHR964lxlxzEfe0muFxpwHOAcJ/AuB/A2s/PvB20LgQI97OA7vbwbwcUuHSg3Otang8gd9tnp8/YDfh3K9jstc/mbdv/3m87d9N93ZRSfXHHGENd1z1TJaXE+vo6y8vLTKdTgJ5SdKl2jwBktxLMzs4yOzu7JRGrtUZpjfe+J5ye9xe+L9wAl7sucj7A2Q8wXqmq8m7H30+4v+Nn7ZKrg/0Dx17bdj2/8wBk9+/t++1nIepsv0WX8+3X2f8jALndrLXUdd2zV7TWDAYDnHN0POfl5WXaUsi9WLuiRZq6rllYWKCqKtq2xXvfn3DbtozHY7z3chJXUaH1kuxKfI+LAcfdgPFiaT774rjuA7C3n1tnmz1EZTY9+Ntubr1pc84bn9MVc7bf0LsVcvakQp0HyLdfj83/7r7H9u+4kwe803G373sxpviCB8nt/OWqqvo0HAiwLS4uEmOkbVum0+kVK/JcUKvhzMwMVVX19JuunA+wurq6Oxex27TXc3i1/uj3hLe422t7hXnbQ8LN+1+QnWcF3n7MiwFptYNnlPIGWCq2eot602l1QLm54n0hgLjrOV3CD3shRafzAeYXQPX6SltXHQfBoaqqOHToUA+cMcZ+e0qJ6XR62ShE+w6xZ2ZmOHLkCHNzc7Rty9mzZ1laWro4tvz2e/NqBMdLAcYLrvjvI9e4vVBwPgLzxVaTdzunizmH3T5jc6tdd16bAWO3fN35Qu6dbL+LzvkWnP0WaODypRF2Bde9T+X/BevqHSBUotnZWebm5gghsLS01PeIdwC6U5HnsuYgT506taXv8j7Vz3yhtl98u1SS9uUExgvJR15sNfh8n30hVd7NgNcB4l5iDpvfv1+gPB847nTuFwOQFwqOW167yGLUAUhusa6/uvMk5+fn+/Rf11zSYdfmUP18tm+ArOt6I6f4hWznw7zLDYr99vOA44WA04VWlPdzvrtxB3fbZ6fPOR8gbt+2fd/Nx9semm7+nB1D6n3mcu8rAAkHILmLaa17MnqXDlxYWEBrzWQyYTweE0LYF3Vo3znILgfwBW1XAhzPmx87T4V6N3A8H0id1/bh/W8/t51EHHY7H9TG9Uy5bDZbQVB3wKg3tqlY9ilFGQ2kJHnMnDdOe0uxRz4ub0aM3P/ftu+0Rz7yYsPry2XbC1E7Faa27M8BSO5gXaG4M601q6urKKUIIVBVFUeOHNnXsS5/q+F91fZ6Bi60yruvz9ul+AG7eIW7yG5dSB5wy+eZ8zx8285nM4js2K+sQSu00lhXaBrWYazBGIvVGqUVRmlSDOSU0EqhCwjkmEjBo1GQYv+6UdKKmmIkxUCKiZwSxsj31eWH69RkUvHIgg+iZ9hMt30vBFQuV+6x2+cLPbK6D1tKifF43P+7k2zbj125VsP7il0sMF6UN7mLd7dbyLcZ/DbvsxNYdbZbLnK3n3mnws1e3qlSKGuw1lEPamxVSfu91mhjsdZS1RXD4Yi6rrDGYJ3DGQFKoxW+aUkxogFrBOKSD8QQ0DmTcyLHiNEGZw3ERPAtMQRSyuSUsNagMkVuK9E0jQBkTGijaX1gdXWF1dU1ck4opdFGE2PCh0DbNjRtW2hoO3jfu13Tva7dXmHzbkWa7ftvf22nf2+3A2y+KLtXWw3vE3Yx4HgpHLu9jnMeULqw8HaP87yA3KPS0tlgK4exFm0MKI0ymtHMLIcOH2I0O0vKGW0M1lVY59BaVmhrLTEmUgyAQitIITKdTohtS04JlTLWaHJKJB967zH5QM4JqzVaaZL3kDNadcygjFKayloyuQ+dYkwMh0OsMcQkPb0ojTWmB8719XVWVlc4ffoMKWeUUmRF3+7atr6E9xdwz1+IMs/5QPJCSfH9Pvs71QMTOwDIvexCwXE/xZXzfuYOx9irUHC+MQDd+y8mD3kO/06htcJYh9IKpbUoscwvcOjwYeYW5hkMh6AUPiayAmNtAVJNVhBiIqREipGYM84YWu8J3pcQORK9Z31tnXYyIYaAylnAK2d8M4WYUGQoINkpOzmjMUoTQjleSpBSr/4UfGAwHGCtwzlLVVXiXQJaG4zRaGNQSgvYa8WkabDGYpwlpURTlGg+f/sdvdIMSpGyfKedr+MewHe+Tpqd9t3puHttO2ef8+9yYGIHALmX7fZ19gOOewHQfq/Tdu/kQjzH7eB4MXlIVfJ3ZVdnHfOLCxw/fpzhcIixFusqlNGAwjiLdQ60oWlb2hhJZFrv8TEwbVqmTYMPgZSlV9YYQ2hb8dIAUsJoTQwBP20ITUOOAWctpEQ7FYB0WmMUpBixWhPaFqsNisx0MiF6jzVGvkQW9fhcBFuFygGukt7enCngaLHOMhgOGQ6HOFcRY6Qa1NR1TT0YoI1lOp2yuraK1hrvJa85nky46667iEkKSCkLgG+x8/EcL0eovdu23ewALPe0e0cP8kLtQnD3cvzgl+o5XqrE2G6iB1v+uy2vuD2s7o6zU7i922dsHAylhFx7/NgxZmZmiyixZjAaMRoOBdC0JuVMSpmYIyuTMdOmgbI95IyPgab1tCEQCmDmLD+TsRYdA23bCkiVgozOieg9MUWyAm0tylgyAZQm5QhKoY3uQ96YMlpJeE1GAFgpSBtKUDmD71vUFLHQO9SmBUQZzdr6OnU9oKoqfIwMhwOqeoCrHFVdU9U11spiMBiNMNqQyRw5ekRmHa2PWV5ZZjIeE2OSynnKpfhTwvKUNwo3XRfQTvfB5v263/1ydtbc08/WF6Ddex7k5Trchfyw5/vMc8DwPOB4vmtyvhzWTjnD88n+b9++T16kNaaf8mitpXIVh48cZm52VkAwRlBSDV5bH9OGQNO2UhXWmqZpWZ9OUNairZWcHUrAMkZh3xRxEqUU1jnJJaZEDJ6csoTwShN9S/IBlRIGOTcDxLYhNC1WKZzRNJMpOYq3qZXCahnJEX2g/+E3eXMdjSOl3J+DdRatNChoW0+IEa01rq5QWmOMRRstIG4tw5kRAHVVM5qdYWY0Qz2oySnTtE0vxNI0jYTl0ylra2tMxpIy6AFuJ0/y3vAiL4d9gYLn1elBXu5I/XId70LA8Xy5xAv5nM3bdiq8bP787fnIze/fARhtVTEzmsFVjrqqWVxYYH5+nrquANV7aNOpVHR98DRty9raGk3bMvW+eGIGtKIJAeMcOiW0tZiqwlmLVdCEIHqe2mA6YWTAKQXe0E4bEiWnpw2Y3O+TlUIbg7OWVhtUDIUuKTdwUhC8JxtNXdXUQ0tofaEIJTpFqeADxmRSDpIbVaBQWGdRShNSghRJOeNDpK4NPgZUKt7qdMra+jraypCq0XTKZHbaF3+0VoxGMxw5chRXOSEej8ecPXOWleVlJtMJzWRK00wFLGFDeKP7bfImr3E/XuROFKLuN76ngHL7LfsFCpg72T3rQV6tacy9wHE/fMX9HPO8n3kJ0/b67cJBdK7CGM3c/DynTp1ibm4OY4zQYIoocVMUl5qmYTKd9q/5LlzOmayk+ILSmMox9S1ZaWxVyZ8SkmK0gGwIoBWuqgowOUyR1m+bKSlEqVIHofgQguQlAacVTltS2xCblhg8YdqgyfimJfoWDdTW4qwjpYgzlpQipFy6JMakJBVtY6QYk3NpQ7NGwu+uqITCWEMGXFWhtSamRFN0SkUF3+Eqh0LRtC3D4ZCFxQUW5uaZmRlRVTXWCp80Zxivr3H2zBnOnDnDdDwheE/bNvK9r4QnuZ/XrrTdh8Hy6inSXK3ACPsHx/MB474KIzu9b49ule6/e81r1koqs05GWhw5dozDhw8zOzdHXdcYY0gx4b1ndW2N6XTCdNqwvr7GZDKhbVtiyeFZaxmOhihjoABGLPk+ZQxT78lKYeoa7STUdlVNNRjQeM+0bYmFNoNSVM5RVVVPBlc5E72HlMgh0IzH+MkElTMqJ2pjMSmjUkKnSI6RHBOhaWgnE4Jv0TljtUFrTe0cIYg0v0YJWCpFigkRZs7EGDDWMjM7S6ZUpLOkFDKS6+xA0lgrOdW2RRup4htrSTnTTEXsua4qRqMZqjIyYDgc4qyV1IWRQpLKmRgTy8tL3PbZz7G2tioV/BAEUK4ESF7IPjvdh5cKsvdBoLw6QuxLBcftP+blXC33ArXdKtW7VZ8v5Ng7fcZuofduobWi0HEMC4uLnLrmFKOZmV6kOKXUe4bT6ZQYUxmZO2U6kTG5MUViyRNmFCFGpk2LqZyE1daQYsCHwk1UoKwpAGqIGVIIpODJWuMGA5wx5JzxIRAVNDGgUEgtHFJOVNYyHAo9J+eMRY5jtMakRPYe7yPJe3KMWCO9tSQRSAkpUhn5nraIqgoolv2sfH6OAuggXqPwMiOtD2QUqhwjJ9k/Fa9XlcVByO8GBRgnuUtlDCElwnRCWF2R65Qzo9GQmdEMM6MhgyL2euiQ5HjX1tZYOnuWs2fOMh2PSQlyyuyoc3mh4fbF3HcX+r59gW6378V9/NVqVxYgL/S3ulgv7GJAcz8V6wvdd7835/k0Fvc6TlEtmZmZZeHQIjOzs4xmZ5mZlWq0eIdjWt8ynTZMp6Ji0imZ9EpMXe5Om36YmlISiiqtEchEijJEslYkQWUpyBTP0mhFGyLaKpS1G/nHApQxBnTxcqP3xJhQKmFTRlmDsaaAmxJPVWvQsijElAVIlOTrbFWhcy4dNYlp02CUIqWM9y3dDZdSku9nDE4pjLEyS90HtNFlN7lnjLGgC0Hce1QIfaFJFSqRtC/KApUzUoFPCR8joWmkcJQSTdOyurpK5Sx1UZQZDYcsLi4yGo44fOgw6+trrK+usbR0lmbakFOSc+nykee9d/YBkpfbNt+P5wVovqBA8soB5H7B8bLkNi/QyzwfuO1HQOJ8x9vy+kXwJnfYXtc1s/PzjIYjRrMzzM3PM5qZQWkhZI+bMStrq6yurtK0Hu9F6V0r8Si7arY2Mms8A1qSdEL1cQ5jLDFnAUgl0yi1q8hao2LAVDXZGAmljcG4SgDTGKluG0PKiVzG+SolnTUKhcoZA+Kpti05RNAGDeRsSCnS0bGVlhxiJBNbX3KV4vUZoJ1MCclTuaqbro7SEmaHGKWzx1g6EYsUs+j2FhDWpqvEy++jjQBPiBGDLvlJRSxeni4tjb5U7E0BfTmk6ilGWoEp3T/r47H8VsMBo8GQxUOHWFiYZzKZsrC4wOrKCqsrK6ytrgpQ7pf6cylFmv0+b7sdez9g+QXkTV6ZHOR+dr1QYLySK+deBZPO9guOF9tZs1urodYMhiMGoyHz8wscPnqE2ZlZ0BsUm6b1TJopk8mE9fUx6+P1viDRcQE7vqC1lrqqUcbgveQfQ4gYa6kGtcwQCpGkpApuqgplJaQOOVONRmQjFeGkNBhNVhptLbpypJAJje/HoyujUFahM+J1xih5x5RQMWKRwkuYToltC97LnxghSpidvIcQUTmhMygywXuCD1SlKyYVEnqKEoIbI3nKlIVwbpyT8NmId5oyhOAFj7TCuqoUciJoJST30j1jXYXWQiFqW48xGmsdZMntphCJKaJA8qNKkYvHbrRiWA+YnZ1hYX6e+dlZnLVopZhOp5y++27uvusu4ViurfdFJ2DvfOS9YRdbKLpKgfLeyUGeD/f2zPtdYOV3s10seO4H4PZTlNkvMO47DFdY66jqihMnT3H8xAlGM6PyYAeaacO0aVlZXWV1fQ1fOlZQoqijSwXaaLPpOwj1JKvSF11mj2eyeF5eumB8ThJSay0qPGSUVUISB4x1WMCnhE8JbZV4jG1GJXCqgphBQwgRlTSqUiQledCMeFlGgSkFJqM1LTKQKfqALmBorEWjsA5ICd9Mpa1wMGCap6WrRX57ax3ZZvAemcFshCNpTQE1izK6f4+xTvKnSgm1p6oxLknOFciUHu2cUMpi67qnHklO06GNZTIZ93Sj7l4xzkIWetLaeJ3JeMzK0jJzc3PMjEbMzoyoq4rjx45x5PARVlaWue2225iOJ/i2wbf+XE8SLg4oL2oUB+d+3l7e415e7X3Yo7y8AHmx4Hi5w+z9guWFgvV2767ffpm6a0r112hNNRiwsHiIo0ePsLB4iMFwQCwjMNfW1llaXiYk8R598IAiIXQXlOonwPkYSqhbeI8xElPu5cJy+RNTFrBAkbUUNkKMpBCkSKE0g+GQmBOhbcFacuExJq1QPpNCotI1s6NZ8ZBaKQYlMjpJWJ9qCb+T96SYJY/nW4ZOVIEk5AWjLU5QXHKnMW2AkFJSXe/PXgOZmEQBKEUJV7vvlXMqxxYgRMlr2hgqUxNilNxoCMScy/VEcpAZ2hAErI0mJFlMJA3hhORuneRvFWglZHZdQn7dhc2laLa2vobWmvm5ORbm5pmdGTEcDFiYX2BhYQHfttxx+x3c/vnbiDFKJLBl6NkeQHmpugCd5R0+r38tbX3/TkC5V+h9HwPJyxdiXww47gqYF/BD77Wi7vXV9kO5gcunOr2b9ceXh3c4HHLo0CEOHzlCVQ+EHmMMrW9ZWV1jdW2VECPjyaRUW+WBVVqjtSkEZlOEJEQXsQ2iBN+JNnQFGWU0bdsKb9A6XF2RtSKChNAotHPYumYwGlGNRrQx0gIYg61F7qyZeFIT0dFQGUftBgImIZBVJmuIORJzIFUZciRMp6gQMDlDjBggTaektiVOp2TvZfVOSfiSMaKS0IFUFn3IdtoIdaYUOpxzjIajnssJBQQrV9IRqed4KqNxleRPQ0wkQBdBi1xArmurzFm8TYqCkFIStpPBOkv0W/UtrZZ9Yoz46VTuw1JciiGQY5LKvDHUVcXc3ByL8wssLiwwmhkRWin2LJ09y2c+8xlp10zp4sDlcjgfcO6zdCkdP1cJSF4dNB/Yf1HjYkKBze/ZLZkN51Ip9jzmPr3HywSOWhtmZ2c4fvIkc3NzjIYjqkFN27ZMJlNWV1dYXl1lbXUVHyK2ciIlX7warV0BQOkmsQ6IEgYqLR5p51UqFCEGYgpYXaFVobqQhQ+ZgOI5oVVf9W7aFg9grVSooafcGORhzwlSm5j6KVYZlFFop1EoOT6gs4CuyqL8E3wLMeLbFpUEKLXWpOJJS440oFPGKITzqZGUQqH9KLJ4jklCeG2N5CWzeJipK84Y3fMUO+9SeKSlT9zYTYCKFGgKA0BpTYxR9ClzKk5hJHnRp1RZQnGjxE3SpVMpI0AptB4ACcND+V7dxL5mMmV9vM6hhQWGw5HMVVlY5LrrYG1tleXlZSaT6bkiGbvdp3vcbxdknfe6/Vna7snu5FHu5k3ehzzJywOQe133/YDj+YRkd7IdL/wezf4XU2nes1PmEvI6m6yqag4fPszhw4c5ceokVVGZmUwnnF1aYjKdsj4es7a2TutbCQ+Lyk2nttO1DAKEGEhZ2gOVFopLN5ujG1bUhdnQgi6hbwFCtEYjIhJaa3IBw7ZtpZI8GAghugtzfaQyFZXuQuQoQJkzJimkLN0VHSC0UcTHS9EmhFAKMBmdxePDWgihB5dUJNQyInrRVY6dq3B2g3Qdi5KQLeK4oXzntm17STZZEEpKIaXekzZGvG5jLa6uJeTOxXtVqg/ttTGQNSZnUpDPdVVF6Y0k51SAV+6RrJR0GxYPsxP4zTGC0phSRBtPZVbK6uoqo8GAuqoYDoccP3GchYV55ubmWFpaYmVlhaZp95dGutiGhi3H2PbvrsoOuwPlTs7IOaE49wmQvHSAvBRwvFDxh7323Z7Mhv0ntC8V7C64Ig+Vq6gHAxYWFzh16hppB9Sa6VQ8iaWlJc6cPSuE5/LdurxiJ/KqN+UVU8oSIipVRGojyhhyyqiSj0tNi1AZdXlvRmvpoOkUclxdS2ipy8OtNZFMQpTEtZZiDVryfkTQVhdKkEFhRTAiZKH7pCSgQSKpRMieMAlUqL6Qoq0AT+qGv5dnzBe+o9BpYlHPEWpS5SxYZFRD3NhPaVWcNAH62PV1x4gyGq2lSCVajwK0/Z/yvWKhRBltheoTvIgCl5ZFq00RDy4dN0WuLXXnEmNPINfGSBpBaYxW1FUtbZStR5FxVvKYzXTKtJkyHo9ZKR1NC3PzDIcjZmZnmZufZ25unjvvvJOVlZXSnbN5lvg+wfBSQ+7Nj8r22eWwQX7vtm/+3PsgSF5aDvJiwXE/wLifcGAnYu2OuZA9gPJCZsNchvBaaUVd1xw5cpSjR48yOzdXKCRRJq5NxsVjXGNa2tu0MRht0IWb17YNPkaMsdI6l3IRWKjQxhCjFBu6s4o59x6SzBOWkJeicuOqWsJppRmMBmSlaUuFOisF1grFZzhE1zUBSEqBs+Q2Y3HYbKhUjUka38jEuKwzmURSGWVA15o2twQdMDmhU0bHiFOK5D2TlRXwLfiACgGrNSZlcvDkkofMUbzNuqrwTcN0MiWFIIWdQk43xhTQB+9bXBkL0fEaY6Z04Vi0sRJml//GlNDGMCiamD4EJk1DjBFrLYPBAGcdIQbapi3eeek0ChFyksq8llESiixzdIIQ5uuqoplMiD6I0npZ2ELTEkqu2BlpG7XOcnjxEHNzsyXslgVydXWN//t/b2UymWz01+90H+6XabFXBRq2Pj9bqEfl7xeikL7j87nzx15pu/K92LvhwsWC426guJ8K9U4qzdvtnBzlHtXn8yl973Z+m21zd4QSkvZgOOD666/n8OHDWGuZThuWVpZZWV5mbW2NEGLvJYbgi6dWVLFtqZhqjS+airEUEWwpUKTCQNSlSh1ixHtR2umELFASYsaUpIe7ACtGVHsCWcLEIm2mnCMphRsMwDl8TkSlUc6Ch+yh1hULo0VqU9OMpzRNS0genwKJhDKgKk22mWA8uWnJbUsOgew9KkZS06BiBO/RMVJbi84ZnRLESGw9sW3RCkaDIdPphMn6unhjWnKskpMs3mxJLVhXST5SS7jbjYgw1pEVtCFKOsJVEoYbWYi6sFyq4uJ1Z6S7p/MorbU004l4qDljtO55jqH1pSgjrymFDGdMMqCse48uqSFjjEyARPKwuWha1oOaudlZ5ufmGA5HdIiyurrK7XfeyfLSchlhmi/9WevsfPN28g6guN/55VcJSF7ZIs3FgONe2y+mx3nzF9wGRue8Dpctb7jr+Wy2Td9HacXMzAwnTpzg2LFjzM7OkXNiPJ6wvLzE3XfdxerqKj6EIl5rSrhYaDRZKtXZS95sNDNLVTm890XRW+g402ZayOBOKI9KYwsHMIRADBGFx1UVde1omlYKKDmVsoIUXoy1pAK1qVSZc+lLjrkAhBLQMsrirMGZEv7HKORw1dV5SjdOpVFW0SA8R7IQu7PWhCyFE20MqsiRpZQIXqYcVlpJRdh7YvCoJEBEzpLTKxVepTTWyuIRmtCriKckOVeFxrgKW4pSpiwKWXl8lFSFqysoaQoFvQiwswatDU0zFTI5oLNwSKVfW1IepvxmMUVp21SKpICcMcj4COssSStSiCgFztgyWiKIrBoAmZQo/fMNzXTK6toao+GIxcVFjh49wnBmhpnZOe686y7uuPMO4ZimtHGf7wWI54t6zLaQuMc6vX2DWFmAdhUL3hxi34fC7Svci71PF38nb+1Cjt9d7O39rHtxsq60FZVp6yxHjhzhxIkTjEYzKKVYWjrL2to64/E647Ek530hNwMln5blVlRaACwJZKWUmE6nDAa1TAksnTBdcSWXh1CK0Rlra7oxlykGfM7EnDDBFAqLUF9MSmgrLYZVyTUGpPOlK4p435KtFe8TyW06LQCo0BL6pxaNBi1jHLKyZJXIGjBglAUvvMYYC30HSnFFpNJQmtxKN41vpuLp5kLDyU6+RyvhrdbSUphyLpxEAaW26arcBm0Ude16VSKUKp61R5OpqkpaIEOUPGKp6BtdYUpLYuzm7UAPfKoAojGWGESfUqPIKQIlzDaZQJbRE2zwTrtrao0sYDkllDbYbmUpoXnMUtxpQ8CvCeG845YuzC8wGEkhZzAasrS0xOnTp4Xi1N32FzLQbbttfn7OwcVNG/ImUPwCA8mLA8j9eo9bXrvM/c27JYAvBSQvJoHd3RzbTGvN7Nws8/PzHD9+gkOHDuF9y913ny4AuVbGEeTi+Uh+sC+4aPpKNGgRisiQy8PWKOkcUQjVJxWeo9ZlHEHhAcYQUNpQuarnAEZf+oa1AZ3EiwqgUgKjCV6UeCKKpDY8I996ya+VXF9KmagTKknuTHkggUEAxDpHypGQRQ9RociqFJi0highq9ZSce7mYFM8y5yFQhO8ENgN0gNNljk1qlRzck4SphaeYlVVgKQXlFy0XoBC4lwBp5QT3os4hXYO56QglftIBIyVSY4+BoL3khssw8pA8p4aVfrN5X7IUaGMKBTlLOmKUIaRKeipQaaE/D5EkWVT0t8tvEkZjLZxD0NWGR8TyysrhBSZTqbMLSwwHA44euwYw9EIYx1Ly8siUrJTNXk/6aEt72Oj8JLzhme5BSi3eZOa/Y2duA+A5IUD5KXmHffK8e10nF3PY5v3eLlA8jKYsYa5uXmOHz/O4cOHqKqK6XTCeDxhbW2V1dW1XmVHa41zBmPkoU4pySgCbUp4mNBOQjig5MREJzGqgClK3N4HcopYJ8chl5bE3OCc69vsQhAx2M6LMcZIgaJso+NJovoCjTYaazRNyY9aazFK0aZEJsmUw66LJyl8ks+oYsaHlqAC2mmMMtIXjVTOlUK6dkIE36IK9YYy/TDHAqxKS2itpEe6e4CEXxgFWJ20VPq2QRsJh13JQcYYoW1RxkguVEuOVmVNE0QOzqaM7Un2itSWcbAZQMBbaY2tXBkOtkHQh4wqaJZiJJdCTYhRKuCFKpTzVsGMXlyj9UAmFsaoUroUd6JU8DMkJVxPrTS+bVleWSkCJQ1zc3PMzs0xmpnl+htHzJw+w5mzZ1hbX6dp2w3A2enZ29E2vZ4yKFOAjg2g2wKUO3iTu4HkXs/t5o+/SkDywgDyngbHvXKGOxFU7ymQzGnruXWfXUKmufk57n//+zMYDIgxcebMGVZWVqTq2LQoMrWrJOFf8nZayTEUJZTUQr6O5cGCwhFUkLSQrzvFHdfJcpWOks7zAnlgozb40ABZvMnKgRaV7G5gl7IyliAbqeiGLGIU2koRx7oKTAkxQUQfOrpPpXG6IrcZnz0J0U70eIKOBAIajUqI4AT06jxaG6JOEiYHyaHlKCTq0EzJMWKygIPVklMNSSYYkhIxyCJRu4oQA+MyTEsb3Q/g8sVz1jkTfSsybVaEK1TxPEPw+BAwlcNWlYS3ScLqTksSZNFRZZBXCAFNxFoB/rYooauCJbZwSFXpA8+lam2t9IinUPKtxbOMMRY1IAqRPfXPSkpCte8ihJQy48mESdNydnmJ+fkFjh8/xtHjx7n/4iJHVo5x2+dv44477xSQ3PwcbP7vnvf5Jo8RtRUsu+dP8kDlWSve5GaQhI2xE/fBcPvenWq4Gzjup5iyG0H1YkHyYsLrTaa1oh4MOXRokZMnTzI3N09TeG1nTosMv/cSFlon3DetdUnb6KI5KKcXg3DpUumZDlG4hFoblJEiRFXVZIVUgEs46lyFcxU5Z6pawrI2iLJO8kKFsdbIwCqlpNiCom1bLIrRzABbVYzbRriUJJk741wRi9VEJQWOFFPx6ETNB5uFslIrTKrAqFKJlX2t1QwHA1SMhAzteMx4OiX5VsjYQZR7VAhCEg9BvMeMVN5jwPuWdhKFHpNhUFfiUaJE/3IyLe2NYJTBGItz4h1rIzqVbQjSIVOePlEh16XLRoCnLcPKMhrd0YYqhzJGxkgY8VYVosjTesk/plKwMVq6bSRHqjb1kVtSmd2TC/m9I8B3vExjZchYTrF4wvLbhkKCl+su+3Upg5Qz06bhzPIKugj1Dkcjrrn2WqrRiH/4zD/Qek/evLDvFyCBXgH9HK9xMw+TrdvPyUuyd7h9ldr+AfJKeI/bX9uv6MOWHMkuenlXwpPcnG/cdLMZazh27DjHjh1lbnYOYw3j9TVOnz7D6uqK5BubpgdBVKkWF0+xC51ijP3hZdazyI6lGPp8ki6vySmkvqqcleSy2rbFViLtRRaKSutbqSgbob7YoodoZh1tCEymU9oSms44S+UsyloaL+Fh1waYlLQAKucwzqGUkop0d9K2U9ARFZukNNkUHceUmKytkWPAZDl34gZ/0JafKueERuHqCjOo8ZOJVJ2zAR1JSoA5JRFyMNpglFxTEeqAfhxsDERdCPFGuoxC8MTyO9ZVRSV5BpFtyxLyZ4rWoxZPU1TLpYBkjOk7j4iSv+wKWa6qZOFD4dtWQm0tbITY+qLMnnFay0JmpKvGbLq/cmlBzLmQ9pN4t7bM1xEBDAHNqqpxdYXWosE5nky44867aHxgfn6OwXDIiRMncXXN5z//edbWN2TwtjwPO93n/Y1aPMOdwusI+wbJ7rO2h9tXuRd573mQ+1nBdttnN5DbL/ht3+9ivcecsFXFNaeu4fiJ48zMzJBTZmV1haWzS0L2bqZFRVv1wrW5FGFULjmrrk1w08jSTs8wp/Je6CunlRPhhFyAoGspzFkqw3EaaUteS7SwRVkm5+Iddd0pCgk3jZHqslLCX8xJhGpLNVV5L2NZCaIBmaXK2/VkZ61QwYtcWOVIJJKOovlILio3mhQCzWTaa0HmFMVTTAnVqY6XOTI6qb6wYq14bVEpvFLkoFCuKirpCbSh6jzdieRZZWCYkRELrUxnNNZKzrXPa0ohq1MgF66khiKEq43kSWNHUC8jY3WphCulmZmZofUtvm1lgQOUNuV9qXe8tDU4HCkE4bqSMaU4N6hqUlHuSTFiM2TdVbdz3yLZee7aFg+2FOdCCMQYhNQ+nTBtWxrvRcl8ZoZjx49TD4acOXuW06dPsz4Zn//5gOL9wa5AqZRs25xb3Akk4VxHZfNnXcUgeWkAeSW9xwsBrQv1Ii/0+LuYqyqOHzvOyVOnGA4GBB9YXVvj9Om7WVlZ6QHNGE1KEtKSMlltjCrt25QL2EHJtxUPLfhQTrew43LGOgsoIqnnTWorhZ7WexrvBVgRALTGCoAiuaymqMMIZcVS1YPilSRC8LQxkIu3SM4E3RYg1ERKH3EZAWuqqpCfhcuoYiIVebAUQ59LNSV3Ok0il2YBYirE6Cz6kTH2+btUBDJUSlhE6chaiyITy4Lh21YOEaXNzzlH5SoJcZXqxTSCb4kxUKnhBrc0BhJZOJ8pE8pYBa0NFLJ9d817AA3Qqa9rJeekjXxeshbftlI5VzIuAqUJUTxWq80mpsKktDOKwIiM1lU90HWFKVAoo7DKCUZFKYpJdV6BkuuXC/0rpiz81ekUtbJCGwMzTcPRo0c5dOQI9WiIq2vuuvtuVldXS1i/hwfZgeFOQIkwHohdVhq2AGJnuxVl7iOh9r3jQZ4PnPbrXd5TlektoXVGG0tVVxw6dIjrrrsOVznGkzGrq2usrCyzvLxMM22EX2cl5DKq3FRlkYgp9t6f1Zass8xnKd5k36ds5Kbrijm5gKIqgKaUvCf5LJ6WtZi42SOTzzRGBlzJ7JVAKg95971ijKSQsXUNWahDiuIMZCSHloXjl0svcjdCQXdCEDmTvHS7KKXIMaCL96eSvKZywipwSoPRxGT6ok0oHpiE6ZnWe4iJifcEY6jLGNmYiyhHSkX4NzGejHGtpVMD997L6IWSwkCXnmpUH2IbK9dMFaxRVlM512tSivq4RiPFiU4lnJxJCnzT0jatTD/URkLmTsEnp5IaKK2GMZFL37Z1jlyI6CFGUpxQOWlf9N6TS+45dYtfqcaHToeyzPDBmJ6HaZRCpS7FUhGS0IHWJxOyVhw6fJjRcMSpawfUoyGfu+3zrKysSMvpTvc7nFuU6YBys4doCi2p9zC37XOOd7lLZfsq9SIvoZPmAr3H/RzjqjcZQj8zM8OxY8c5fuI4RhvG62OWV5ZZXlruxx2kJBJeOVmMNdSDmpwqWt/26jQxi7ehKtWPGfWtp/UtKkbqwVDUfXJR2iEU+S/f9xXnwndUWvJipgzCsqWw0novRQht+tC9UloKF5vEY2PxOI3RNF40F7WV0LWqB2A0jQ+oLGrgthvK1TQ0BXCsc6BUH2pKJTOJxqP3NNMpKiZqJ8Rs6ZsW2lBsW+FVhiC0mELfyQpiiGQv261SvSgEyBjWnDLr62v43GCMZTAcAgLcVV1hS+jsvegxooS3mBFBjS4F0Vf05c10Y2LRwq0MpcBjrSv3bttXu51zWCVKSwq5Rp0GJ1qjiuKSQ/XHSiFAluLOpAh1GGtFN7KAcYgJ27EXkD/GuZJPVjJ+t8wHVwirIKRIpR1GO0LKnD57ljYEjh47zvzCPKfudz+Gs3P8f3/z/zFeH2/Fns2ApvKmCrbaAMpu++YcZAeKO4Xamz3F/Qwnu4pA8p7zIHcjhG+3SwXNK+VZZul3PnnipFSp5+fIwMryCqdPn2ZpeanP74kHIODSTxFMQmZ2zkkO0sgD5L1n2kyhJOBzKbooJeGwKoWHqqqoqqEAUM5IVFoEYAsVJRWPTtr0pIDQVT9b73tBWFX0IQ1d37GQvtGqV4jJKWG1Y1APGAyH+CQjYUkJTS5dO5SCglBP2hBkWJa18nC3DeuTiXjdCmwBZqlIB1SSEbCVkaFjXgsgGmuobI1RimY8pkkNOQYpCGnhZGply88ioNqlEzr6TUrShZKmSRYL1Ql0QOUcg5mR/CalGNX9NlqLF6mM6WfzqFLEqbSkMGIU/qOxjkygKvPHybkUhVIvFlIPB6IqFAKh9YQYqArAZhTlf9JmCoWa5EgpitKPNZIXLvJo1sk1VEYToxS6SElUnyRZgU+yKLlKeuynTct4ehfjtuXI9AiLhw4xmBlx3Q038JnP/AOTyXgTOd709/s5Ifb26nWXg9yQ9SnO0TbQ3LzPfgo2V5FdZCfNHt7jfrafs98V6JG+zGad4+hRUeAZjoYEH1hZWeGOu+6UKYJNs1EMoQgQQB9iAUQlLWAZGUHQzY6x1oqXlMQDRFNEbSOkCIVCEDbrIhqZoaK1DJeKKUo3hzaQyhCp4sEYvUEM7ygmkvRX0k/dqfxoWaYFnIXXl1kjxoAyFqOgnhmRVdFazNITPRoOyCW3mXIuBSWK2viU4L2cb21FcKK0EOqY0F1FPIPTpgzZSkSkL7njBnaPjjGGwaBmMp7gi9elkMXLWov3Ht82AhY5k7WkREJshdNYlHaMFkVxV1Xoti3XNjHxE2wV0daKh64UhEDSqu+g6XOJpYBGLtqSxmALrSdZ4Wi2rReeail4hZgYDCym69hJIrKbq0xopSPJWovGbBR8tMLZqjQL5F6rczKdSlqigHU3sjeWeyQWNaZU7p3l5RVSloXk0OEjLCwucr3R3Pa521hdWys97TtUsHcDvI6+g4YcN9F5zvMw3Ye8yCswtOteBrvdVqH9/Ci7WF3XHDt2jMNHjzIYDGQC3fo6Z88usb66BhkGg4F4DiFucNd8EZ+wQuPpqFKdh5M2USRM8eRcGVxvonhhkt6RlTYXUJJQ2hWKj3SxdFzIXFRhYpRWNeckLynhZO6360J2lg5GKRbY8pBZV9FGGdXg2xalDcaKZ5ZLh02nmaiNEZqKMXiQkLTIf+lCKVLGoHMmhyj0nxJyZ7LIqk0mIkBBJ9FWiO5ZvHGrDdkpGRObpY+7TwmXopYxpvfeu+JDx90MwQvRWskwLW2kbVIXD11rgyncQ1UI96FtyZ33WDwlUxYbSh5TjivztK214tkiA8y0LuT7cj92IGaM/F7kjdytVLtz/1kpy3ydFAK6zBKXop0suBpVVNI12gllSPLX8h1jlucgI8Ui8eqlCj5tG5bX1jBVxdz8PIuHDlMNBtx1512cPn26F0aWZ4ZzPcDN27p8Y9xc7LkIL7Kzq9CLvIhWw316jxdimwmsu1XWznnPPXMhB4MhR44c4fiJEwyHQ5q2ZWV5heWVZSbjiXhuhRyci0CFUUakyFKR0dKlVVCBNZZeZql4k91QLWOtgFRJznfXoSOKC76nPm8oKjUbnR4+SBLfdPlF6DUPYyFXd0ILWhsaL8OpdCoKPSmRI6V3u+TZlCr9z5J3it6XVJOSvF4ITLr8YxKKis0iIQYRV7y1FCXnlr0vSX3xplNORN9KuF/aD1OpsFttcNaIgnnKRC0aiq33pT9bqDKuctJuGUKhRSHgUebvNE2DCNZ2M3u06Dn6VrpnnAVd5oRTAKp4zdrK1MXut+gEJESRPEubo5FRr+Un7WlbWhdNyE1FLpVNKcQID9agaWNTJNi68RfFUVK6zBwv3r2SWTehCJfE3EUC9F5iyqloWkrBSsSVKfN3pCQznkzIZ04TUuLQoUMcO3acuh6gtObM2TNMxxM5g65AvRNIdqDYP6+bvMi4j2dzi/rWBVS072Ev8t7tpNnNNq8wu722ZdtlpguUfGldDzh69IiQbZ3Igy2vLHPmzJmS3M59HrHzyDqPUSXVi5n2fLuciCb2lWpthOfXjzuAfkhUlwIyzqJVJEZ6KStdCiFWu1KAkQp16gsuRauwPNhCUymFmKK+s7E9SREGGavgY8Q6x3BmKAUQBUpp2V5AO5acUS5AF9qmjBAoIhQ5oTelBmTGtYSjtoB/GwI5RHQpAtSVk1CzFdCKOaOtjK2Vzy2SbwFCEN6hKaKyzrp+WFmKiZylm4ZcPK5S9XeFK5lRpOQJIeLjFBMsuoAkSuTJJP8rFffOu++uT5/iKKFu14aIknnYqXj6ur8eWaTqsoTUoeN+lmILZbFBlRnjCvG8qzKfu5NXK3nrULqsUpbF06cpyktbqLQkqnJILQPOSsW7I7Q3XniS01b0Ro1zjGZmuOZ+98NYy+nTd4sQMWF3kOwoakrtDZgXaueraN/DdoG92JfDW9xKmdn4+7b+5u718x5vEzhexotZ1wNOXXOKY0ePopRmZWWZlbU1VpZXpDOlK77E0v9s6B9WYwxJpw0NRis3eopJ5h33w7qK9iPiqYUYpSUMNnmVDlu5Qlw2VHWN8OtEEEJnCRMTEsZVVUXTtgKGKUnnC1L8EChSPZG5HgxovYwNMMYIGCaZd6MRnmZIiSZM8SFIvk6bXnUolG2jwZCYEk3bMC28TVdmr0j3SCoVaVEGGlQOHRwhZ4hJqvzOycNc6EcxRNowLd6jo22mhEa6U3IUzuJMUdmOKYkMWNMQfOjpU/L8Fk+yywlHIcF7H7DOEmIq4axCW9WH3KKGXtSQjC5OiwBeyqI6Lt1KMrqWLP3h3YIXQsBaw8AJCdyHUjSLZXRESqTUlDpIUSNSChmUJtFBypmqFN98CKRG8n4KJa2P5H68rNLSDinto9Jzr60Rhy4mpl2+tuufByZNw+133sGkaTh86BCzs7Nce/11DEdDbvvcbYzX13cGyc5TzJtAsANF1fu/51a0+/TmJYLgPehFXua52Puk9+xmO4HkXvvu+fpFXMHec6y5/xfdnxPHj4NSLJ09y5mzS6ytr0kvLNLq1qmt2GpDQSfGKH28OfcqOp2JGozuQ0uZgyLai5WV+Sch+KIWLhIGIkghNeMu8Z5yFI/O2l65JmWphCrTzUvZGOSluoopyMNecprD4VCmJzYt09IKqZSMgpUxBCWvVyqysfVgM9WgRitD9J7ovWgd5kzy0kPdeTm2AF/wHt808pwpWJs2pOCxWlNXjhwjvmnRFPHYwZBWNYS2kemFIWzMnYEy+0b6r0MQvqMv+o8ZVfKuEjJ3XnxKXubeFA+v45a64jmWjmiqWjQgmxCERlMU3FGSTgCRmavKb9t5hb6NTKdNudbSwRSCAKNUgZUIdsQCLqWIpJS0MHYdUlURymi9fG9f1M61NRgt87cpmKKt7YHQGks1GJRxt5mqrknAtG3QTvfFvdjlrAsgT6YN3t8tueGcWJhf4NQ116CN5bbPfpbVlRUycWvYvNlT3Jx73Pwc7RRmd7nJ7tm82DD7HrTL20lzMbY957j5Iu0ElrtdxP0A4k6Fmm3dPYPBgBtvvD+nTp5Ca8XKygrLK6usrK7QTJsi/WWLXJeWfFTxDpRSpJD6YglIEUOXHJVM1CuT8Yo3opQAW+u9qF4reSiNUmW6XiBByWnm/nNA+HC25JoyorwdYuoLkDFFAR0roZwvJG5tElXlUFoRGiEnp5IeAEo+MdP6RrpNTMlJltdcyaOmkvdrp1OMtQyqiuxE6Tz4VnQPoW8nNEb3WpSkhDK2UOkSzVRGmlbWYigjX1VRO88iRGucdATRdbbESEjd0LLYXxcUQk8aCR+ybT2r62slj1vSDFoX1R9bUiIiAiwcRCFq04W/CZRVfXU4A23T9H3NtlybTkpOQzl+ZFrmYpuSBjHGgHWSGy73bReKm1LIQQV0EnGN5INwM0t6xTrZLvOKJDeptUE7WxbPUvor96S1ok7ki6hJLN5sl3qQxSxwdnlZuq6sY2FhgWPHjspvmCJrK6sboXTnCaptblwHipvB82K9vKsozL5yOci9ii3ngOIu++53Rdl+Afe6oHto4Q2HQ+53v/tx4sQJAce1Nc6clVGbnc5fDCL8qo1USC1aiMsp9RVhIV0rtBGicQ4SOmYyBqHnmBK2pZRL25wnFH1BhcIoyXtlpUrvrtygmTLEPpeRCOX+STkW8PD9QiDhpYwxpZxXKACO0ownk8LdzH2YrQqR2fvQe4/G2qI5WYojxfNRpSAUWpH5Gg6GVCWX2IKQpguVJYdAjJIT0+V7x+TFU1P0MnCqdJzkJG2H3X2QciptiEGKYbm0XIYoaQy1qeWyzMhui5yb0vKdYnmfUpInjq14l6aAhWQ65DfT2gpBPwQh32fd52BlVo2S0LyvhOs+xAawKeG7poCwQeiXXK18jpDtKa2QkTZnQGTpujx1KPtrY/pIIKckXT5dHjJFctTkXAjm0If0SgslK6bYe43ddEatdA/yOWcmkzFnls4CMD83x7HjxyXXGSKT8Tp5P8WXzab2yENeKvDdQ2H2Baj5XKK3WIjIve0Ekhf6OZdxZRkOhxw/fpyTJ0+hreHs0jJnzpxmeXlFhtEX4ncH2anQLapawutp05R8pOoBtKrrjbnO5XRzjIQYyFipKibhtRmAJAK5mdKkEKPMVamEKhOT5LaUNVgl4bUqHS05SZ5RFS5c53tb50qLYUTbhFHi3aCgnTbCDaSs9lnC1857U8UTzllUyFMpnsTg0WXeti0PW9t62ukUXcI3lTo5L8mF6g5QdSHL20jbTEkxFDUjyCmL1xIEjKq6wlopLgQfNt0jBWCslXbIKOBR15XQn1LEt57JdFrAsS4k/EjO0i0jF8v3PFXtiggFFBqRFpWgrsij6FMaUqjKsvAlUTuquu4W1fXYC7uALGpFwXthEpQoQXQgQZa8Qi0Kvi/WqVKxhm6utuRVSWUEhjZkleUcS55Stut+YFtMuYzfkAVRIblOYyUFQWZjYSy5z+WlZSHkk5mbnePY0aOQInfdcSdrK6sSbl+I7RSC77TPVUbv6ezerWLv5Dle6oW6iPfXgyFHjx3n1DXX4KqK1dVV7rzzDs6cOYv3Xib/WSfjQ1PGdzey1oWaI+FNE5sNTUBrpBjChsZfSpEQI5O2Bdp+Na/tgGowKCAoIXvXL2xdJRw4rWUmjBevQBmD3eSJhhAIZZ6KURsegtZaQK14TtZt9Pe6qkbF0glTuHcWW/J04jF3QrDB+56WpKwFGQIhoOEqcihCt01LztA0U5ExM5JjtVpLWJ0TlRsUbmQRvFVa5NRKi12KAbSidjJFMbReeo2L25BSEq5eCfVMocf00xkDeCU5NRVLqkGZXvZMqrsd4HX0MqTCnHL5DTy2qtF2o0BjjHhgqVCeZBRFWaDYmMFtinentMbZCmzGa4X3UqEWibiOaK6pBrV4clqTi9fZsRN0SanElEjeo8v91lXpXV2htCk6mJLHdFUFWnQ+fQil33xDHambzBgL79N0rYxFLm/JFy5kSizMzXO/a+6H1Zr/O53STC+iMr1fuwrzkPcsQG73ImEroF2Kl3ohwNh/jniAJ06e4PixYzhXMZ1OWV5ZYWV1jdYLiKmuKwN62ovQTlLPsXNVRUxStdXlQfJl4HxV1eJpKlW4elJpDLEQv5ViMBzK1MCUesJv500GchGJ0LjBsO/iCDmhdFG6LtXUTk1ciQsqD0QuZGor0xK7cHAwGEqRIwRCCalTlqFgoZynKNdQZNly8XcolW7JkbVFgWZQ1RhrZGBWKY5oK4OoQhCPMaeEn0p12ipdukxyyTE6DKp4kfKwptgRxgWQtRbZtFhUx7t8bvCBcRqjraGuauq6phv76mzp1tFG+INBCiXD4QjrHI33tMETc/FzjHAnGx9Eyq1QhKq6pi2tm10V29VVv86HMlsmdPxSpQilKt91U0l6RRYh33qUiiglnFOzhZaV+0Kg7UJ3LS2Gtq5KIU3CZ6Nlpk6MQRYvrcv50bMfQggiO0cRvojCsIgpigevZcyD6JImlpaWROBEG+ZmZzhy5Chn7z7N2daXoWCXEh5foMe42/73QJh9ZQFyJw+xK5LslAu8km72OeCrcJXj+uuuL56jY319naWzS5w9e5aUk5BnjSk3f8BYK2G2k7a6ppnStFIosNaJyk9RetbG4FuZqzJtG+H9lcS2KR6hFEUUEUXjPbWxYAyp1FRNJd7BtG2k88ManLMypqAo0/jCP1SlSBJCLKIKuVxm8SoGg4GIYfhA0zSEyVjmw5TeaWMNyUsuta4qKmsJBeydcwQfaNqm16+MIRROo0UrCWtD29I20geeo3iLTku1PIZAaltClpk0xAgaWShaKerYcq1Fs1GSFUKoLiF80wilBTZ0NVXRszSi3h1DYHXTMLSOw5hiwBqNjwkfvLTm5cR0OhF5OBTayRiGEAU0jLPSVpk3OJB9Xi8KKX8wGFDXNW3bFFpXKN6sE0GSrk86dR1OsefOxhgkZx0jVVXThdPGWZzWPZGfrkc/FkJ4jBjnpOuqFACV1vhg+hRAN1u9aT05t4VBUPKPuvNOJWXjk4yJ6KTpIDNtA3fffVrynOEwM8Mh97//F8k8nKWlngzf2/m61HarbO9HJ/JetMsLkLtxGXfyDPcCystpu3il1llOnDjJyVOnGAwGrK2tcfr0ac6cOcva+novbqAKuTrlPk1XHgBLZrBFJbyvZBeFF4zQWCgjFVKh7sTiielS0c4KfBJlnEQWQQZrpcqq5MF1xvZ8N4zk0XRRwe5oQU5rlC2NF5k+dFbWknUpynQPZvFoTJR8nYxI7YR9C+WkNuUBCeScGFS1SHK1LdEH2hIidhV7uaelKFM7K/SeVoZxiUn4b7RIpYl6tuTnhEUnC0g3ElaVcFpRWu9SRCWFcxZlDCGFAjhJCkCFPtN1L2UQKlCKpY9ay3HKtYkxlPku0kdd3l0YByIXV9U1A60ZT4ULio6gjXi7Wpe8osM5GeTV5G7KYgGt8tuY0kCQyvfuOY8hEXUiZgFlVbpmciH6V5XM1QkxMm0amYUeI1aBLpSlnIQfmVLCp9i3teaU++9lS2qgI7J3LZVdhAGUnHPR9cwZ3zQsnT0j4fbhwwzrAddddx0qZZbOniXnUH7Wex/IrpTdMyH2XhXt89BuLtp2+zwlj0FV1Rw5egRXVYynE84sneX0mTOsra5JNbkkyYW2IXk0H8q86UKHMdZCGYcQ0ga/S3VhVQc4pSjQ8dZSWUi0MYWiQ0/2DnHjJkaLnL8xGlOVEQcl/4XWPatCWQFPrMHpqhdulQKDcCl9ye9J3rNIcBWvwbdt4XTKqt02rYBkVWEqS2g9Pni03aCwdDm4WGTHuocOCsFdGwn7S7jdzYy2VYWzhhyTnKf3IkEGRUFIrjVZiPUheOkQ6tS8dVGzoYxkTUVzMUmVezAcFQqWKmNuU7+ySRG3nGXOfR6yHjp06S4KMZXUpny3NM0iKaaEX5mVpFpM8cZCCEybRviU5beRNaKAYuFedu2dCjZ6rlOSlUzJAqzK/dl9vrGugKWCLPnumHNZlGV7TqITmUpq0Ooknm/JKXethglZVHNJO3QLpNYaXSYyajaYPNbK92lbz+ryMrW1uEOGQ4uLaCTFcvddd5LDPhkkF6mDcF67wmH25QfI3cje+61S73Uh9wue2z9j27+rwYBDRw4zHM0wmUxYXl1laXmFadP0OZtYBE272ctKmZ6UrAuJWqF6rcZMeeh0mTGjpZrc5YRUzuRSXNEIh1GVkQUhChiiZXZLyplQ6DUxxv4YGZE4EydT9cIYIsprisqLkUqyL5VUpQtVJKOdhJWpjHaQOdSKqHXJNwqIxaLkQ0bALHfVUBCBXwnD5PuHvsDR/cQimCD0kBRlTIPRQmuxznV+osxrcY6oNb5pherjXB8upxiJPpBLIUXyobq/lyrn5BxKVw8lPIfcC0BopUsPcu7nw4QOHIwsgiJCYUTarKu4ixKvgGTOPd9QaUsunr8SfhW+bftzksaA3HuQHUcyxtgL+Ira0UbLp5wd/dwhtIhYoCTaCI0IZ6BlVk83tbETrBDaVydUYiWVUoQ0ukJMJgCVXPuyGIpEmwyD68Bd5RI1KSBJ7nk6nXL27FkMiqNHjnDsyBF0Fjm7pTNnyR2VZ3tXW067A+Z9xPYPkLtVnHfjL+7WEbP9gl1IYWYzeO4GlruBYzmfelBz9OhR7nftdaQsqstnz55lMpkIZ3Aoq3xbvDC5USX86MQDYkroTNFSROZKk/vrkZUiKkVV1+gy8KkTCojl/d2EvG4utIgSdKIHUgoxVkjR1WAguawy27mrbBonbkcujwDWEjPoqqIqmoK5EMe1EWJyjImQpYXOaN3PlREVHvlMp6WIIO19RcItyTlaZYuqkHiMOSaCbzElBZBjlGfDZFHiRrbFBDmUmS25eIvGMCgUnAmKJueNFEXwcquo8rurbqFSvVqRNVa8ze78keq5POvdMFUBbKDvWOnAvJtK2LQtxlWF3yi5X9MR8jtQLR6Zs931L+kWKPqbHltVUhyCMkVQzsBVFSaJQpD3rQzuKoPVTCHbp+Ld247vWDxJSi6RTN8xY2vpjOkA1xa1pFDaVBPixeauwFiq1t63Pc3IGo2i5JB1EQkulCRlNKm0iHZpkOVmiXYyQQPHjh5hcWGBa+93LX46ZX1trQ/Tz3lOy3fYt+1Wyb6XcpJXkCi+z7bBvb70XuC5U0V88/5b/i7nUdU1p665huuuux5tNHfffTd3nT7N2uoaSoGra1znpRgDTVtIwxplLMOB8Bpj520ZuXzWOWl3ixthLEZD6RRJWYRZXT0gF1n9aAymcgIsAwEu3cn9d9Vf66i0ph4MhIITxFvrCgCyqwCnL8o0tauoq0FfSNGdh0SZ4TJNm0L6XB5YCdk6YY2qcowGg7766n1LSOIRBN+Kt5bBGuFBRpQUQZAHGGQmNM6JZ+glxwkZP51u5M1yZmotdSV8Rz0cSN9yNwArF6GIWESItXAdB8Mh66trosHZLSglLaG1ph4OIQtIhRD6KnZVRhFQwEtaQgWss28l11vVMiqh5IlzlJzeoK6F3L4JRFCqFwwOSvKd1lh0IdV33THD0Yi6qggx0jRTplMB8VTuU+mekjC+UwvvBH99K8eR4ovuqWUZGJZKfSjtnh2xPRVPsq6qMktH8sudCnzoJNS0dAy1TVu+pyqeaPH+isqTQsL08doad9xxOzkGFubnmZud5dprr+Mzt97KZDyWR/k+7jFut0sHyL3yi+drG9zPsfv3X4Cnuc1rFD6h5bobbuCaa05hrWNldZXllVVCKIKx1ojHhvS4WtW164nUWEyJaSuzheWhFJKycY5pWbkpoXUqAU2OEaOdeGnWEhQEBbquydbSpEzOMvwqGdN7HzkEotYyZKmqqYoy9GQyYWVlhcl02ustGq1QTqb1xeDBWnRVCSnbWaw2/ZztzZQVawx+Oi2dMQJesOENNTmLZ9KF4UiIm5MIvKbyoCklSjwKUT032ghgB1HplshQ8nWD4ZDaVayvrzGdTOjUwMcFTCrrqMsxyKKnKTk7yZfWdc1oNOq5fN5v/j0kxaGL+k838bDLT5pSOUZJ77MQswNGKeqZEda63vtqmqbPRZrKUXUgXYocMUZpWOrmsahSYFLShZPajh5Wsg8lBVPXFWQRykh5w2N0m37fVLxOtEihUW8IL4eUaKdTunnYtlTGgb6NMRd6UIgSITjrsIOB8B0LmHpriEGKXr4VCbsQvHiXyKKky6IXSy+5LvfG8tKSjPHNmcX5BY4cPkw7nXDbZz/LdBL2/4zeR+zyeJB7gWS/zza3+UIB83yf0YPiueBorOHY8RMcPnoEYy1r43VOnznD2ZVl8W4y0KYyv0VW9E5IwhYidhe2GVtJp0b5o0tnQ1UPhBOHErHZtiUiOTtTCUhGBckUbUEjhRKMTMRTxpCdCFYkLVXvcQhYpWm1olKK5Bx6OMRPpxKaF6UabazMlfaSs5x4jy0PaAieZjwplcmN8DqlVLiQA9rplNi0dGkCKZyIkrcpVerQevkuXYW38AlTTsQippFipK5qjFa0MeKTeLDWGKxx1M4VfUehQ6VC9pbKOQyGA5wxNNOm/7m7wkwKkaZtiCnKe4soQycNp7XqpcdiqYJ3+pyZLJzWQpsxzlEPBlR1jQ8BX/qqpTtlo5KdlYBbM53iQ8TVIpcmXMpAyqoXJOmXcq2IxevOCANgkmSBrQcDSbQohcqlT78sysZZhmokQrxl4BhImNzlTjUbTAmU6psUKHlwHzcAKqdMSCU/XApqoVCqetAr90hXQMt0mpVlSmLZzyjVh9spw/LyUhEWMczPzXP0yFFO331333d+UXYvhdDnswsDyD29xX2A5Jb9d2HM7xc4N4fXe4Cjtoa5hQWuufZ+LCwu4tuWtfGY5dWVnk+mS56ne9BEaV7Rz24xEtYEH/q+Zl+UWnwZHh8QsrN0sJTz0Bqcg1KQkUAWsFY4kUZjXIUu/w7GlO2SB81Kk7IhNBBb6Vk21NQDi6sdMQeSF86jSIUpUixeIEhbWogyeF7pvvJKadGjPGxKiXyW0wZFZlxa1FQWXRqpFyjJSyGkc6U2ChLyP/FExiW32ZGlU844V0nXilL9SISYkpDDraabBJhCkEl9RmhUScvIWqnClm6hVjh7HQUnFfkwpehnyrS+JQbpaukVlZSSjqAkYwhcTgyrAUppGt/KfJdC4LdVLaNqXfldCpUox0g1GuGcY9JMJc+YIjkbofYYS+UqVK1ZX+90G6XopopYhDGaelDjSzsfqpNQE1ZEVwzr5Ov6qn13T5TiXVXXgPRxpyg54RA3Bq9J5kHu62kzLTSq8uhlSR1kpaRVOieJRNRGx1fOSTqcVFE2Q6GM3BcxBNZWV6mKWtPMaMipkyfJIbCyvLJRoPkCsMvMg7xAkNzxGB2vcJ9AuRM49gAltJIjx44xGs0QY2J1PGZ1bY02BNCmEG1LlRmZB5K6/BMlRFIiIJG0JmtVpPMjUYG1khuKgM8JoyzJSAhu60rksoqYbUI8Al1VxXvUKFehnSPEDAF01LhsMcjDkUOWYmAh5lbWUQ0cNTWTOKWJU0IKBB0Jpuurzn2lOucM2pCKl1a5gcyoDh24piLZlUlagFbUe2yZuicehCshYPDS3eGMxVbSqtGF0MH7Mm419OfRte3FYMrwKumrjsHLQ1886dA0jEOEJCIUtavw+E3SZN3yIqMOhOAuWpCiAZn6YVddp40UMKz8qaSajBdxhlQ0GU1HyVIlv1h4n6qAtDYCGjJfW3J9rq4Z1HWhEqXSXx/RJeStSqtpCDJyo6tQS6W9hMJI501SQVICIeCck/Cd0iNdWgRFhrEI76oNQR0J9yXFUFUDSW8ELwt1uVqQiYGSklF9ASUXwn0u14Fyf2Ul43npCzmFDaEV2ZWceoz4tmHp7BKVtdhjxzl29KjwZVNidWWl91zP++xehV7jZrtwgDwfXedi84bnHGePIo/eDorbwLG8bl3FwuIihw4dZtI2rJ45LbOC18dQemjbmFBK8kFKa5LS4NQGmReRsp82U3k9xt7jTIXGoUovtnJOZj1H4bfZ0QhlrKjTFEpQUgo64MRis8V5h5tmCAqbDTZbVNYyhzqkXsAAJD9Ux5o0TZhoGJohyUo4FZSnoSVV4hkb58hlvKgqx9DO4owlKOn5VUnkukJupXgQE1YrrK1Fwr+bVGgMk/FYaqIpkVQiek/rPYOqwlQ1deWw5fvb4skpqVLRNg2kbvaN2ah2pyRhcQHY6RSq5EqFWjMZj2VwVwEy2FC6Ea5qOV42vejCQGsR6i10m1RaFa0pKYyUyCmKBJjSfTjZRQ4heLIXT9zVA2ErlH3WVlepWk89EJD0pfUwlZxpSutldo/cl87Z0vec+gFbIcWeGhZCkA4d+XEJOReqmaRdUpnLk8v9qXI3NmFMShmrNcPBgEFdw3DI+tqapB9K3tBoTe0k95migDxJ1IqM1mQdmU6mRQwk9VQfZ21JNUDX+N2nHQr3MobA7bdLfvvEsWMcO3acFEW6rp2KKtEl2VUAoCrn/Z2B2olWc6ne4vnevx0gN3mG/b93AkclFeajx47xgC9+IK6qWF5Z5bbPf56llWVSTNjKYazwxeImz9faklNSqv/OMWd867GVk5YwLWFIlJhcCjmleqqtpQ2BqKAajkglz2gqh7KOafDo6DDBYKPFJUelHCZYBmqAy5bsIfoIsRRG+hatXCbtJZKRP7o2mFqTXKLNLetxTKwCeqgxTvJJoWkgBMJkAlFmW6dGxiQ4JV0zBghNw2R9Hcp4hc4j0AiQBS/hbezmy0iKj9FoJA9goRV1yuZkAaXpdELbNNLPXDx0H7yAb6n0KiX91HkTd284qGnalrZpcU4k11LKvQgu5CK8IR7baDgSwjb0quqdXmbX0eK7XmKt+lxePSh98LkbiiYCF0l195LBVlWvmGOsaDJKYa6bI6MENFLqQ2NjLcYJ0ITScuiqqlcF6mTTUrn/YpTqeCfQC/Six51+Y1XeH0LYkJ8r3mFlXZHlE4pVR6cyRsui6FuZuFhG6Lqy8E3HE2mRVIXOloX/SikYqbyhnt9Mp9LlJBwkVIa52RlOnjrF4vwCbTPl85+7jTvuuENERzp4KVJzfYTYbS/Ry9Ztu0wJ2A2qLhJD9wN9lxZiX2pIfSHe5gWAI0ozv7DA0ePHqAdDYk79HA6ZdWL7P3Xl+hs/I4TeWCSyOlVqnZKs7imRjNBuJDcVMNYxLRQLDzICoa5EWabIo0UgKo3Lhlk9pMo1FovFYKIhtVnAMlpUq9BB4ZTDIMAxrIfyUOSIj1IhTiSCihDkh24bKWxU2hGVIRCYNp6gWwgRS8bWNTpaGbxVkvy6fI+mackhFEARtfBOzZuSLxzUdaH+GII2wn/UWoArBmJIhfYi3qUI9or6ek9C1pocxYuxVoo2UHrdSwoje2kDbFuphFdVhVadGETEOsugrmWWdtsKYKfI2Wkjt4RS8mNq4UzWVS3gXEAxTKYicWZ0UWNPGG3RWdNMG1zlGM7MlV5mUUu3xkg3UjkHSiNANwK2W0i6SjZFFCKVHvpcACWEIO2kIYjMXVF9GgyHRfA2bwFii4wA7oRN2iISTO9pmv6ZCCV3GH3oi2kxBKLPqGpTgSaJ8EgsXuagrknWSAqhdDblqDGFk5gLbzR20YiiLGriTU6nU9ZWVpgZDpmdmeXY8WOcOXuGZrLBjriv2pWl+Vyp42ze7xxwlBV/dn6OhcVDhJw4u7TEmaVl2uARiXqLso5UlLi7GzUnyb9krQiqG69q+hAzh4BPSTyy8pmVUphBXXhzkK3BVDVuOCR36uPKUFMzY2ckPF6LOCpUVOQmYQo40kCeZgm7jSM0AY1mxAgaSL7BJIOzjuREXs1PA9GWnJmymIEhpUgblIAomuBiEfXNEDzZy2gGZw06Q5gEEVSIAZ0lP6lz6ULpPGtnqeqqT9J3rYmiTBN7PqB0wdjiMaQiXybhfQgRkdIV5XatJGXRtE0JyUqkknPfISOzfAIx08uwAaQizjEayMCxpmlZn4zxrRQ/uuJTsrZI1MkMGq00szMzaKOZdJ9Z/pgyRZFMKTKpQqAWcHGVK+2GXT+9XBdrnUwYNHKvJITU3TbSbBCDFES0sb0qeidiG9qE0rEvHim9IaHnqkoW7RZyLGMtejXwjfncKYaielQKZrmE5EhL5Ab1RwRFckoQkyzcJd8s31O+a6eq3n13IbwXlajCYFCKwvmUBXBtbU34rMYwNzfHDddfz/+99VZRir9Qu4pkzy4fzQcuD1DuZNu9x27bjuBoOXriBEdPnMANatbHY84uLzOeTsjGSOdA6UlFlSmASvWFmViq1zL0SkKVXhx2UEtuSwswYAxBIbqMIBo82pCdI6giOJAkjK6psI1FBw1r4JLDBYsJkkc0yUq430ZMNrjshAidFTlIFdkUYdhqJCK9FktDS0geawJaK7IVao9SGnSpeqJRgwyFsJ0USL1acktd14bIX0mrWVVVWFfhvZEFAUUzbeThCTIjpnPWuoq17frMU8ZaEbxtJhOaIJ6EFGtK3i8GSWVkKRSIIo/pZ1gbIyNaSVk6hEKp+gKhbRnnTFU56nrQjw4wSmHquhfeENqPK5zJts9lWudAISGg0hgEFCmV+Rhkxk1Xw09Ayq3sUgaAqUIrIuWirASVq3BVLXm6nKF00PR+VGFVxDLGV2AHOq3Gbrpl11Vlyvs6EdxOoSdl4XvmLBFPLt0xKMhBgCWVtI+MuJVFTSHfL0dRQs8xErKE3EIDk4XCakOILaB6QMxFrUW46qaMiygjK7SE/Kura9T1gCOHDnHs6DHWVle56867pIPncuHAPZyTvPxV7M12JQCzC613AEdlDHOLi5y65hoWDx3Gx8D6ZCICtdbilJJqcso9RzFrVeSkigKz7hSZpd0rlUS1sVZW9op+MFYnUpHsppH3hdeIcbjWYr3FRAtR4RuPasF6h4kGF6UaPetmsdHRTlrSNGGTeDpDLzNVUlsq2KoCB5WtSCR00qis8dZgbexVokMONLGBCFlDTAEcRC3iuVppTKF6pC5nZkzpyd4YBmb0BtE7eS/czhBE1KBTAS+8PVOEGGKSFjXnHM4YWq2L+IT0Mgs/MTApXSe2hNimeLTC0RSZNVumC1oMXmtM0YYMIaKUeI0hxFKkkXytcw6UjIzIm3qBc6kiqyLeoWMRbchy3cQLo++EUqUyr0uOMBW1cxVFcUdrgzIlZ5ekABdKx44o65TrWIC7UxBXWtP4oinprLQWao2pKigV+JCSzA/XEt1gNIaKrMuoXFVaR7v8ZfmTsxDdOwWkkEVxPEfJp9py3+YQCdALn6QQe7aCNpIyoagCdfJnXYFHcsZC8xIF+EBVObRSNM2U1eVlRsMB87OznDhxkrXV1fMD5G6SZ1eBXXk9yM12IYC5icsIbADh5mNtAkeUxtU197vuOuYPLZIUrI0nLK+vSxeIE8WWBDTe9zdsRrh2JaFSCMciZ5VVAYIChkmpXssxlE4MnMWL6yH5syxe48gPcaHCeIOeanSjsY2hihWDMKBqK3RjICiSyVhlMRODCUaKNU6jK2mfm5T2PKUsKlmstoUqE/HJgwU7tAxGA6wytMqz7JdpQ4uthKuYpgnvRP6qspbKGKarq1IYUKrQYDKxabHaSH4vCvh0gqxKKZIu3TVa92AVQqCNDZ3mt7WWnCJN0YZUIL3H1pKigHjrRUHI+zI1MYNvReswJyGmN0r1RTNb2j2N0fgyyKptpe0xFXpNStKyWVUVqlI0TVMezq4QAtY4UVwvXSddH3QsHTIhRslXVo6qHgj/NUYp+pQxCrkcL3Zq81VNjpG2ESK7gKTGadPrRnYUL6M7dSdZFGxdl7xllkIQamMYWdtSFX4kWqOxFB+vp2Jpb2RiZOhUlSQiIGViKqIknXssbMbyXzYWQCuLG0l0M7sxtJ3AiNaKbErapOQftRGlqbbI33XKRiurK9SDmpnhiMVDiywuLjKdNrRdqL1X+HwVVK232wWIVdARqy7eLpYCtFNovQ0ctbOM5uY4cvwYrh5w5uxZ7jh9N2eWlgk5gTYMZkQgwlor9JeURHmm5H1c4eWpQhdRWsRktTU0rRQdkhE9xhQVaE09GqGck8Fa0wxeUWWHw1GHmipUmFbDVGFbwyAOmdfzqFbBOmivMcFAguEgMRq1jEYt9UBC3vF4RWhIgNYVUJNzhW5GzIZZDIYmNeJpjSw6apiuY4JGRSUhfaVQVqGTIdrUczJ9Uax2yELgXIVBFLja6YQUAm3bQCEg15WjHg4w3WOW4kYlMGfxeJR4jG0r7WsxSChtjJEQXKmibi2E/K6ooyghKwgvVSmapuTd4sbD34XZxgx6AnpKCe+D/AbZ96CotWIwGMgY12YqHlyWoofq+IZKxDQSUtCR7hKpqCvV9DSimAxEetk4AVyNrRxaK5wytEWMWBfCe+t93yDQhc2p9ZJ6qcoMG6OpBgMoxPfJdEqeTEQdXklHkiqeXidBV5fZ540P/cA0TRkCVjiNxoo4SY6B1HqhZZX+7uwjlPnnlXXyKBYPWQpfXh45rYWVAGRyGS6WCKab0ikL5XQypRuqFqxh6cwZRsMhR44c4f73/yJQitv+4bN9KqZ/jq8yMNzJLrCTpvz3ckTO+ynKbPcYN4fWm/9tDMPRDDfeeH+0c6yO1zmzvMTK2lpPss1GMw0elaJ4Is5htcKnVIo0rictd6FzTgGDJLopXLtcqobalS4HbTHeor2Ak8Mx0AOGeQg+M4hDamqcs5hkURPFSI1w3gkHMVtsNSbnsxizTs4TvM+gJFmOanEuyWdjSKkipQHWLDBfHaKezrGenLT9rSfWm3V81eLqirlqnkY3rMQV/LiFGgKJmANtlLYxbWSEQVcAiK1H5i+WcaYpkcRHpp8UiISWqqQr+vsiQ8qRto2F9iMPdTdcq/UtbVvykCW/1Q3QstYyGAyZTsZSvdbSxjeoBzLGIMRSmHAlVxmZTidSUc5QDwYcOXKEyWTM+vqYGL3IeKH68QgpbnBbKW2TUrjwoMMGdQfx9nIe9LnpLuLoCiO+VKND6/E+4IpeZydEK5Qdw2h2th/2lkEUm4oauKkcScn9po14m1lrbF2jSneRvEXSEJ1yT5c/d3WFVoo2py3frdvPKJllE0sOsR4OcFo8zvHqGtO2JbvYK/dItkmuizxeuh82Jvlm6cYiybiPXEjqkqYRGA0+sLy8LItIiCwuLnL48GGm4wl33XHHvqg1V5NdXIh9OYFyJ9vMf9yJf6m3guVgOODI8WPMzM/hfWB1fZ3xtCErjR2KQk7u2vi0KKIE5AdXVmMHQwmp6STtAwnRbsRaCZ+hbz3MKFRSmGCxyeBUhQkaR4XBYBqDyxbdaHSjIGRoFXma0RMtY0CnGZMD2i1j7QTnJmi9Rj1ocC6htceYQmLHlEKEpm0nNM0aKU7JqSXlEboZkLwmtIHkEnlGZMmUBeM0GGjcFFs7rDVM85gQGrqJfiomTBLaSzaic2gr+jwlSSg6Wius6qS2pHKaytAvtCjggLS69e2WWXq2Y+lgkcxI0bDUMifbl97jEIWUPhhsUkoP63SiE6CwNsgI11JJTyGitMyxWVtZAUXxRCUv2RZloKquSsVZfkvfSpollza9HBWWMqVSaRkvESI+lcmPutPdLPJv1uJL7k5oMBJqV1rjUyQ0DTklpk2DzQmMhMkosFGTXJGNUxuPU0qiB5ByGctRimf9mN3i+ccQhPrjS0uo0tS1xSpN5ZyE/jnL4lZC4ugD0+mUqC0ql/EPvqVtW8mRFiUqW1o9u7G+QpCXxcloeo6nU7aX3aN07qQsC6hvpOlgbW2Nuq4Z1APm5mY5fdddW5oe7gt2iTxIrhxIbrYdvcfy9+I9Hjl6FLRI46+NJxKaOFtUvEvVWmvY1BpIWWlVVQnlp+SmhmZEuRuk2pklqW+1K9P7kAJJApuF4G2SQUeDKkCoopIcZKsxE4NqlFSs/ZBhGFJXLc6OcW5MXTfMzESqWjMYGJwNpecZrKuL5qElBBiPI2trmeAjIbY4p9AqMR4P0F7jRuKZ+tiCR0LvbAiVZQBknQgqoCp5CPN0ig5BboQYaFIil6l7kDFWlfygjE5IuhOojShy3+vcU38yhdTtek1JHzzkTOWqssCEjkBTGjrpqTTdjSWdKZLc76rRUuyh92a7UajdPO9pM6WupY86qqIInmQWuExxFMHYDoyFS5iLcGwp2qXUNy3Lrab6/0rrZCy0L0kb+FSmOXYTB3XVF3hknEMkJYOxsjhLJdwIGb0ryGiNzbm/R0X2zGJd1bc4pqKJabp0UFUxHY8lXYFkFbOinyUeUkRFqTJbm0tPfiTGFlXCcKU0OUo6oAfjrhWxqBcpJRMpM0L3SSGiLCjr6MZt6OJtqtylWIQXura2ymhmxGBQs7h4iCNHV7n77rtIYbPK13lC7Xs5FL8MPMhNf78UsNwebu9QhDlnmzEMZ0YcOnqEmbk5xq1naW2N1fE6bU4oa+THN0ZUubvwpHRvUKq1uVR30RpdOYbVjNBrYpZBVkGoMkYZckTAMCtUUJhksFhUq9GtkrnvDZAULjtc4zDeMMxD5gfzzLgZhs7jbItzMBgqqiozHCYGg4zWDTlPMCYwHDqqygIyFL5tFTMzmZmZRNtCCNBMDcOhZnUtsL4+wyQ7pnFKbjI+FSHWSn6oSIIEtnKoGhzSRmmMxmZILX0BwmjxDFQGbUoHj3BVCs9O/AZVFMw7fcdOu1BmRMuDo4sIhrRnJ7qZ1qb8DkabvjOmn5sSUz9bxTnHaDQDWaZIiuxY7scJdB4pqptAKf3RMgmxAHEugrWA9+ItmVKp16UhoAN+a6GylkFXpCkdMiEWVSMTZTqhlSmUMnpCijQhiTq81rrMvZZctjEGnCUmuc/Ec1RCys95owOm67ApHdUqZkyWGeoAlAr6sJbPt9YItzEEmlZI4IRICh6bkUJOtmRbGgSSUImIMiM9ZVkwdMlxbnRERbrxFNqYTZ5y7gePdUrz3QKVJcciBbOcWFtbZzRaY3ZmhtnZGU6dOsna2irj9fXLC3oS3V8Ru8w0n01/v1iw3EukYnNorWUE5pFjxzh+6hRYy9rKCmdXVhi3It1vrZOcoTGYwUBmm8gvDtagXSX/DQqdgKDQXqFbCYNTyOhscDJ+j9QkrHYMXC1g2YKKCuM1qU0YL50xqlFYL33WdagZpRGHh4c5OXuS0WBKzneC8gyHkeEQlJpi7Rhrx3h/NzGuoFQm55oULRlTuG6O4bDG2iFtq2gaqGvLaKZmYWHE+njEmdMVZ9NZYoi0WcYmVLpiSkNA8mZWG7JJtFmoOyoEdIxSuFAyJMwoUEFkw2KKZSWnyKtVmCi6j5NmKkIHUqMpzpd4c6LWI6rfKUmHRzfxbzAY4MpIiameCqG4UHW0MWBzoeF0HqkhBJku2DSNCA13VJOO39gVbMrc8m5OjnVS/Z1MpkI0VxpbwMUUoE5Q+Jmx94qrqhJqV5YiUEoSklI66HS0pCKSQRG6yCGinRRhUEroNDGiUhLR4hDwWcZf1KMR1aCmLcpQsRDhdQB8QHsBWk3hbeZImAaiSaAVzloGoxmCsbTjsQjfFo3Lfv5NWdA6zUxjDUYrMr4I4gonMgFWq36xyuJOsrn6LUK9kqvuxkwYYwuxXBY+VzzrHERUZGV1hdFoROUcs7OzLC4eop02oj+54/NfPMarhCx+BRXFy38vBih38x57z1GDNlSDAbPzC4xmZhm3LW2IwmOsKpHNryuSkgINRXPRdNqLxkg7XzBkn8lelHSsMtjWkqOE1ZpONCIT2ojVBls5rLLEaQQPJhp0q6moqFIFXriOozxiwS6w4BaYs3PUbowxS0wmt2HsaaAlhAne381g0FLXLc5NSWmM92uMx6HPPVlbo3UNjNB6hhAqvJ8jpQatW+bmDQuLRzi0uMDS5Ahn8hnu9Hdyxp+hTQ2VnxJchVOWpCRN0KpGcrOlVU+V6mdtDISADyKom4r4QkRmbw+rakNarOvpLm2LCnDGkrNQkZrpRGY7W0tdFNmDD6yPxYsIXvJppIR1TvwmrXBVjVLQtlKVXikV0G74VQeGCamChxgxpYOmrgfSTdT6ngK0uThgjWZUZMtCyeFZJeAQtSYEEbJYH08krDXym6tC7TZWOkZSFvFbFSPVYIipyoKsDdWgZjQ7RxMC47YptB1pdc1RFpzctqL8U1dkZ9EhoaMQ0W0y2GQZ1kNpMQwNbZshQiKy3qyjrELlRO762ss51c7hlCK2LZP1dULbyoOeu4FqIsMXmla8PyVeYywVcxnl23FIM1qZAlyJuqpJ1kk+MwqHNGct4UyfLSltnMrRti2rq6uFGznHyZMnWVleYn0t0s+ygauWC3nlpxruJ0/Zhdc7eY/bQ2stP5Z1jvtdfz1Hjh0j5MykbWhTFG/RGrR15EIriaVtTY4HKkHtjXAPgyE2CZM0tR6gg6Kdtuho+rDaKANJUWdQQeGC9EnroIhNRHmFjgadDFY5Zt0sh2YPMafmqEON9Qo4y/r6EimtYewyIdzFysoZrB3j3ISqCjTNpABlYjDwpSAzxftMCBr5uUYoNctkUjGZzBHCCjDB2pYYWkI8TmpPMJqZ4eTwJMM8ZImzNNOGqZ/iJ5mgoxRzNNi6lvDPWlRMOMApxfqKtGZqpakHQ3KRuBIOo4xkFcHcLHO0netpH9Y6yT22IktW1TUa1SfwU5ZphZTCizbi/Q2HI+E5lpnjIDm8zfQQ8YYSzlkGdUVOrrQgpn464nBgcXVdAFy4kkopkXDL0ho5nUzFC9KdjJjqBSbUpnAyFVpQyrnMtCmV3UIRyyipwjvLYDiUIWRZin3r43Wq4YiFxUWS1jQhsrq+LsPbCpc2ti1GwcAOmRnU+LHQbFIU+bkmNdKqWNIJJhsSIsJR17W0lrYtfjwhtE0fJWlj0JXDNxaaRgQ6UpKhcIgefoxRerGHg6K4JGpOMQVSkEXPGPGSQ+lE6opC0v0jsnHW2Z4RIIyD3FOmfNNwduks1gilaDQacuL4CW4LtzEZr184ntzDOcl7Zuzrhdh2as/mv5fQWhvLwuFDHDl6FFtVrE7GnF1eYWV9nSYEGWmgJCeSdKHmWMlD6mDRXqOi0CtMUthgqXXF0A5RUTxBZxw5SA5SZalaazTZC8BqrTHZoqcBHQy1rhmZEbODWQ6NDjGv5mEdJmcnpHgapVcwZoUQ1xgO14AllFoCpljbkvMU71cAjzFQ16D1FJiidSRnTUoOpRLWVlSVJoQJOdfEuMLaGjTTCU0zIRNRfoE8n6mHNYv1IZqqpZm2eL9MnEpBhUrBQJcH1kiCXxW+oZa2TOs0A+cwSjFZWyO2XirapVocWgGXkETiLHrP2tp6L1YhRGNdvAPRepRw25NROGsYDkfSvQH9YhqKpqMxmsFgIORvVD/XW5ecl7EGk41UwoOkA6bTaZ+XEg3EjTY+yaFK0cl3RZiSi8zaFIX53EucyYArJ8U8hAtKKcB0LZoJCaObpsWiZA55zkzGU9qYGKk56rk5dKVoU0S7CjccEoEmRky2OBypzThVSXRCwiRDmuReXRwtOd7a1eQsPfQxR5RKpSAkYrpW6zIWQgj1c/Nz6Ax+OsVPp+LtKVHaJ0ba0p/daYGSFC1RUiuIRwjduGP5gZRW2OJZGq2LWK/MEk9ZCPedMvl0MmV1dZX5+QUO1QscOXqUM2fPMJlOeh3Kq9XuPYDciwO5uWtms/dY/m2c5fDRowyGI3yMrE8mUpjxnqAUmq5tqhRmjEE5RxVrod9g0FELods7uUGjQ7caPNSpxhkRkwhtKCAJOktrn0FCbyIYr6nNgBk7w0w1w4yZoWoq8VxWAjEsAavotEbMy7TtKs6tU9dTjPFoPUWpKTmPSWmCUjL6IAQI0YP2DCoHOZaukQZYxzktikE60DQJrSfEZPFhmRDmoKkIMeCnnrSQmJ+dI9YBpx2raYXltCI9yvhekbyj/eQCbnTjJpDWtnowpIVeuaaT0wqtx2ePM6ZIYk1KgQRUzrRJclk5g7GO7L08yGWwVD2oySlJDq20BKbiwXUV6xhExaeuK6KXkRQxFI3L0tlhMBDAB99XuDveoi2TGsUyIQlYomR0gLUys7xt2/6zhZbUyY5JWCxthrKodGLEbTeILWd8TqIBqsWj8k1DMgavRShZGWFVqMLp1ChsdAx0TWpLYcpIgVBlCDlilCERZf51SpL2qWDaSK6VmsJXlbZCDVC8Oas1g3pALqpMyYey+BTRC6VKLrKE1KUMbm3R18xbI99+0k7x4joR5BgjKPqRvXT3SaECxRgZj9cZDWWxO3zoMG3Tsr62xnkrLPdiJfueAch9hdm7hNew4T0aSeCPZudYPHwYrGF9bY3V8ZgmBigdG7qqRNqryDhlYzFTiwuOKjlccqikcUFatWy02GAhZnIApxwWg84aE3TvRZKgsjUGIxXukKh1zaHhIQZmIP2964m18RppLWHNmMGgpXItSrco5XHO41xLXWfEaYpAizGBwSCK52gUIStCAusGDIZDcoqYdkIIibadolSN1p4YW7QeF63AQE4wjhKaB1VCNCJ2YJlfmBcgCIp26ssEwgmplgUoNVNRDA9B6BpG5p2EnCH4slhpAVEyBmm9DDESGgElyR9WvVJ3KD3cnSAFiJ6k0abIjUlPtG89TSMiqx3wOefQilKYaWWiYVVjrS1jFSKRWAoPBlc7qBF1oFbAdqP4K6G0QLUqFeyivKN0D9goyE1TKuTd7J0gP5MDokLZ1Kd6ZEyt5L4pnnGKAW2dtBEWAni7to6pA7auZOyEUrgZUXmyWWTubJZmA5VkSFkMCYO0V0YSPnl8FFDUUWGyJXoh/isto4SFSykSd6TS3RJKx00Zcib4Jj35IkxN6aUXdkAunqRzTs6j5Cd9KyNrTRkr0l1e6XTKhdUgMmmmqJFLxVsWnLW1deqqYmFhgcOHD7M+Xmd9fe2KVaAvh937Ifb2MHpzcQa2FWsU1WDA8RMnGM3O4nNmdX2dlfGYhMIOBgKSg0E/OVBZyyiPZFJekOKJjRY9VaRpxniDTUboOkXNu9IVsUkQweLQ6B4UbbCoJCu8M45Ds4c4OneU3GbWVtcYL49pxy3WjlF2CrkBJjg7wVUJ5xJ1HRkMElW18TVHI8VgUEY5IA8VRh4yW9UykU+HAqyGpsmk5AmhIQSpV1o7ws4qplMPaoxJs9S5Zq1do11tiSaSR5mhGbA4XGRiJhinCaNAGE9oNlVba2sxJW+V2pZpKcaQkhRVYsRZR1V6kWMZPaC19MQP6wFGKybrY8gQaMv4BOn4CCHIiAbnRfEaeiUfraRjxVpX5mPLChtCoAEG9YAUO+1JeaB1JXlMWyY8dgK8PQB7LxMHkyjVO+v6opEPsczDEfGIYAwmd/eeUI0KO1Byjz73gCRss0JrKhFLMgpdOQbDAaqqaFOW/LiW4mIGAqCnMvTMNy3NtGGga5yqcFqhoiZOI844lNU4pXDaEZQIkYQ2UJkKpaEFksnSWADEpkjMFQm0adMQmkZGKZS0hbUGpw3T8Vh6qRGeqrEKX/K2neiI0d3o3VSA1fVUnlxI9Ao2iONZnuXKVfggOVWZQLlO7RyzM7MMhgNmZmaoKom2tk5AvQiP8QpRfe59gNzLNlextepbt07e7xqUNozX1xgXQVM3HKIHA4JShI4knBN2TdRtBgwwwaCLeESe/P/c/Wl37Oax7wn+4pkAZJLcW5Ovz61V3/8r9epeVX27zmCfY0vam2QmgGfsFxEAKdmyLR/bclVqcUnikEwigUBE/KfO0iamPpN6RIqO11EiUgVXVHsbXGCOsxpEZB393HAs08LHx49c0gVeYf28Ured5CuXjx2RAWx4fwM2Wr/j+4rInd7vQCElpYiIeLwftLapNnwM8xsUcm2Qq3YmtenFElWiN02PeB8ZQ8ea1hw5V7zfEHbqfeG239jmjS6qGHEiLF9ciFPkJom2V14/v7KWO6530jTjUicMBWtGrWTGadt1KD0Y0IvmcQfvdXcpQi6VUirruqrqBAU3pmmit6rUnlo1KdDyqVVmONNqtf2hFvxshr0HQHFYreWc9YaHmmAcaHprbwR0ULS62cjuxJ3fW0uljq6k/q50lJx39j2TpqT7TcebNR7m9IT93b0yuhjo0UiWkDicQ2LETxNr3tnM+CMuCzEGmijDIjhH7cOoYMqIKPUIDlP39ClNJBfJe6GtFTclfPTaPQ5zCB8VbyPrxkYe2ymKGNbBiyg95zQwPqk7un+NMTJ6o+6Z2iopTGS7oRz/DjZJLJeLyUnNru3gVOqz2Y3EEhH3ZqbI6thUunJMb/cb27bx8HDl1//jf1D2nX/7t3+jN/4Qyf4noPr8MgXyD0jh7o9/7kfd4+V65etf/YppnlmrSgrXfacOHYN8q5Amhne6CO82Ku/Ky/JVZYDs4HJiYSFm/T5fvHIau8d1p+Ny6XjxhBI0AmHAHGY+Pn7kiy++YJkvlLzy/Po9efuO0TMhdusUC7WsjHHHh8KydGJ0pDQMdFmBQYzDjB1uhLBBE4bX+FjnlS/Ymwa99wF7LmztM60VcoZtu9DaA85dqHVj2270HvC+WqDUgAL1tbKxIQ4mPxG/TDw+PjGmQb5nCoU6lMbTS0Gq6tClNYZ5CeJNfnnsFHsz4osQYqJJoRXt0qSjJrKYvjcoL7XYyO2cI0WVDL7ebmy7WvnHGE4woDUFCkSOkdid5PFj73iMuAdAc9CPgve2o3Xcbq/nyJ1SYp5m3c/mons9WxmojybMi0YwlFLZSj5jGDDUWoICWGpEMU6jj2zO7G50StMCUkSQ3nHThJ8mAhrxKrvgutNutArJ6X6810G76143uYSvTc/h6kEGoav3YrrOjNiR5GjJMnuGp7dy5pgPMLqW7Rzt0uq9k2ulsDOZW5J0fSdzzucxHzaeNzMXObiU1Xim2mQ7knE+GZgxs+53q/lO1qY3eOccpRReX195fHrkcrny8eNH/uM3vzlNlf9kzTi6yn/gTvKfq4P88Xj9g6855uXC49MTuRRu68ptM9cT00j3QxVh47RUIZZIqB5WGHmo206NpJ7wOeCy2pOFFuDgQo6AHx6pgog6PkvvzHPgyy8/8OHpgg+NWn7Hun5m3z4xxobzHe86oxczhG0EjcRGpBm/cWOaKqBL9GImtkfAvQYzdcQnnENNZpua4QaXoO20IUDgyIJ2rpOz7fpGYZ4VcGitafbNCFQqrgplK7TnTvSV63zh44cvCNfAvC18vn3H7fmZVopeDKYScSHgxyCFhWW50PadlrOiujEyWme737SDcxpxELwn75t6DYqYhleo20o1+pA/ogJshxXN/duZIbH3nn2YnNBs1pQipKMzA1pT5+95niyGVknptTX62JV/Oc2aatmbFTsDgJwwhwmc2A1IC39vnXmeFe02ueLh9D3QpExn2v1xGOcCb7SkStc7iq4HzDVpjEHNGd/hIhcu04Uggbo32I3DKVH1/M3jeyB1m1gr2vg50dV8F3oVem7gtOhSN+rQ3+Wcw1m3foSIHRJALep2nokWOReV7F5zPne06g6kgIy6sWtn7304Vxve69+u8bta5MTiYo+1SDeAq5s2/dvvvmVeFuI3gYenJ775+hv+87e/Pd3i/+rH32HM/scUyJ8CaP4Ukv2j8fqyXPj4xRdcLle2Uvj8+sq25ze3HmccSaf8L78GQlZttM+eUCKpKZE7jYnFLUSJRB+5+AvBqaqDAt5XQuxAYfSV1jsxCk9PT3zzDcSws26f2fbPrNsnWsuEMAhBwArhoLMswnJJKCrdqDUDO2MUYNCaMi5COFx6VsJQs1MZFUeC0ZCh+z4vXYnvPTJG1CX56PTucG7g3MD7I12v0EcmuES8ROIS8dFx48a+7ezfb2TJzEy4q+NhulI5cmgsw3l0XB+GiNoOzY63i0p9maeZ/X7X89I54qR7PO+E0BN1aHhWtlFcowf8mZkiQek6msc8bO3nbLdn6phxhPC+FaNunoXAiVYfYVbVzBwEocdOmpK6k+dB3bMWPYuF9UGdfprRXbpJ7ZxzTFOiM5CcwVgRbbyFaOkFqYFgfV01YiOquUkdw2KC1ccyTBNpmek+0LZD5+xwxRO7U4J8dbiu9neRSAyROc4K6uyZ0QY+aUzxvm2MaPxPGrShmUBewbBpSviaKOi+E1Hy/aiFet/sHNSViBxOPkbTiSlyeHSq5r2fu9wYdc+bRnoDX4dlOdmHcwcD4EC2de/aq6Lw9/udT5++Z5knrpcrX331Jb//9vf0vb2N2b8gcv3+8c/VQR6P94i2dR8fvvhovMfI5+dnnl9eNC7TtKvdebM18/gaiF3txWKNxJpYxszMQuqJWFXlkkbSO7lc8AJ1vsF0w/mCd4UxNmrdEWk8PDzw5VedaXph33ZKvtHqC052QmykaAHwvSDcz0W4ylgLoHw1ETupm2qGWxOcS8ZxnBi94CTj3EQU1bkO76FXRmu0FmgtkrNQSidn3Qc5FxHRO3spG3m/01siyYN2Vg52t+OHhwJ7zdzbXY/PFxH/wfMQHyiPqqMTq96jFM3hsV1gL1n9Icehhd7Z805pZhvn1IknFy2yLnh6NSNXz4mMBq+O5N3iGHpTorfuM/W/x4AjPmEMkKj66OCDuQkpP3SYoqX3fnaImF68d9VIa/SqjeLGhwTLuTFZor4vWry2fdfXiBow4OSU7imA0Yyyo4WwlYITdVEPywy10pyDEJGUiNPEdLmABCWCr4O9bEgV5j4z+UQgUnNlFJNIjsAkE2F4aDqquuEgQq26NhrRdPFOmP3EkI4kCKK6dBcDoWsOe/Ie6ZG9ddaSbX3S1N3HOaVuGWF+2HEZ2HFsdnxcO7PGdQwfp76+tnC+B17cqS33B1VqYMbGjfv9zsvrjXmauV4fuF6uPJ9plT+qBcce8hcYs//xBfKn9o8/hV4bMfxyfWC5LOy58Hq7seasudQpIj5QRLNlpA/k3hn7IPXIg3skEZnaTNojYQ+EXaWEI+sBbul78DcrdhkfKr0pLzGlxnKZ+OabC09PhdfX71i3T6zbnT46y+Xg1x1W94UYOiFAqUJ52VHj1Qzo6CoSEOnUGqwId9tjXRDRICkvKtk7JHX3LbPvestuzdFawPsLIUzkrE4/pag3YR8d5wchqsP2dt+473e2uFEnJYh7rxLLdu+MUFjmwPXyoIfeiQIw9zt5aAdJCKftlwwdqbaTwvPWXTbbB4/aiLazjN4rJcg5y8Me54d4pbW0UvBOR+iyFcu80fZE5XGeQ3Y5z7pD3NbVYiAa1Sl1SD0kJ9UXd90t7ntm2/az+xSnedVaCAbrfaW2egh7GAyeP322VEsFH9I8K6KLOtKr2QXq4BM0+7yJ2pEphmUmFSY/bMBeKq5BaCpCGBuMOnBd8C7wOD3SYmVfd/o+GGEoQOMdF3ehio37XcDBrdysYIr6kM4zYQTu487adsa60badYDzXPe8E5Bx3xQCy0eppQCEIZa/m08lZsDr6ft3vd1vrmOuQDyeR3Ilyc0F3vbWaa5K37tQ5ExiIEes3csnM88yvf/1rtm1lW9f/nuzwbzxm/5N2kAcpXJf187IQYmDLmZd14/Pri5783mtmTAjqgxcjvidC1xFgkplZZsggK8Sa1OV7KEAjtdPlP6lV0eWjiPW+IW4nxUJKgacn4enpxhiv7Pt39H4nRpW1pbRwZK00MxBVvl+ltU3tpaTjnCLbuisTMEae9xe8T3gf6X2lVojRIeLZ98q26VXb+4L3QmtC74kYH/D+S0QirXlaS/Y8zuz4lZ6x74N97/ir7iJLzYgTkotMYcIlx143ts8rtRfGpIFiN8nqmRkDyUZdN4aa/hvfr+479M7kPaM1ttudbCTxMTqjdryYh2Rv3LPSOVKM6lZetVt1VgB9UAMMBa/UTsuLkb29SvxeXl5OgEcNMpxGThxj3OgM1IgCeTu9azlcyTu9dourjaz7pl8TzsxqEce6rUqtMgs8zDSj9oHvjRAS8Yj/7cbdTFHNOcwguFln3KVBKVRxxH0o3SwHQvWE7OmlU1HwYhqJWCKt6E2+jIqLjmmZSNNE7YV93RFRaWzwkUYlb5l9FEbQG4CEgE9J36v1Ts0Z1xqud1zvxJio+3auvw5ZpZgKBsYbV7Q3Wju6eu3ENdVGcKHZMVMNveBovekEgejNy6Spyr3XHPY2Oq+vr1wuFy7Lha+++orf/OY3bOvGWeGOLvGn0Ox/QBf5z6ek+VEWjQuer3/1DU8fPoIIuVbWbSd3lVf5Uggx4p0jLTPX/qA2Y0RSTvjqSRKZ3GRJgpG5zsQacfETyDM+3AlhxYdGjJkQdpwrXK+Bjx9nHh8Dzq3cbs+IvBLjTow6LqZYua93as0MC6bSKNTCGAURlQ56D84FUgqINGoV063CPHvA05pHJKH2ZnIm8SkIEYHAtjVKGYxREcmIJGKcaU11ws6pJK+2nZLvlOKApBEQcWL4gXihB+XXiYPhBvf1xsv+Srh6Ll9d6KWzyUqulYAwXxbatmvSoqk1Qkp0y2yOMbA8XAneUXOhV+XcRe8VyLHRVs9z4SBZO+PQFbPcAi1Ul8sFB9zvK+u26riGEbO7+kzGlFiW5RyPMSrQtm6MoeavIUSEg6uobj25FHIu5w73PPWAaCmIzjm1JmOc1BXgHZBgXVApalnmHN66HhHVlwuorZl9+CpMbkLMMu8SriwshOH5YvqCi78SCNRbZRsbbbMOrGHkcIdPgZF3Bp0we+pWySVTZjWLcBdHdJHmmu5Be1dKUYz6MYZ2lNNE2xNl23WP34e+Z2MQY6AfJHzTjUsfxCkRnNcC2bt5RyqN6pCDjjHOrCCMnnWkMR5ek9mO+ettMH36zOPDA9frlS+//JJ939nW+5+uG3+uKP4Nu8i/f4H8cwqaH3zvj8dvvYAeHx+Zl4V73lnXu8rExPhpoCMg4Br0POh7V810UyVMaIHQI6GoDpsMLqwsixYwcTver4SwkVIlpYJI5uFh4ePHwjw71vWV1p4JYX3H/YqU+kwInnmeaA1KWa3L0xEsJZOxSdelNdC70BqMcTipQCkTYOPZKJQiumcaFu3AFecisNG7GEhzEKi7BVS5s+joc1Wch0kmeuh018k9Mwrq6HPvDDo1VnoY+ODwNSiIFTr7nI3Tppy+ZkXO9UZACE4s/loX+R4dOX0fBAt1kmH8QcHceqLt8nR01iwVe73mvONM9XLcLJtRR4LzhBj0BmCSwCPWVbNvonIX3dtesZRMMEI7QDby9ECL45SSJlP2N/9JJ45lWZBdKS+YtrmaGUbwmjSoXVXTETeqgxQiSqtBI2MRhw8RUmLuMx+nj8zLRNwSKSfSmnBNiD0yh0kNTzDD4amTR6a0wqgDdpCu47Q41I7NeVXYlApl4LLuHsXii515njrUIT6gF70PgTrQ0bu1k0SvsbiJMDvb8XLGa4ABaAxdZTlUw283Ln2b9fw76FZOFpuuFF3vh9mygWHrtvLy/IL3nsenR7777jstkP8knMh/nhH7fXG0/aMPnq+/+YbHpw+ICLfbneeXF0D12M4HiAGXlHJRt0rZMj47NbMt3oqkpgWGrgVylIpLN2JcQVacW7WD9DspqRwwpcL16pgmxxg3cv4ekY0YK4c9VCnQmuD9xDQJ4FjXSs7NUGVHCDPOHcv/Y9dTAYdz5rqdMVVNp3doLeJco/dASoccb2EMh0jUO3yf6X2htUDOnW3TYup9UP/EEuktQO20ppSnwxVanBnLel2699oJiyfGABXy8056jDzGB2qqPOesruDtYNcJ3WkkLt7RiqYDujFwdjHFEInTRMtZbb5K0VTA0wnGMQxtHt2dYMlhblFrtVjYwDxNqq82bmEw0nVrHahngRSnUbFHWt8B8rRWz8bDB+3cFNgpDCzP2/aROWelvQRL8xvOAIiDxG7O9EO1z9hKZZomJEVFjUthhIBPUUniD1ckzkx5JgUNc5v8RJKk7jyls6+7OpU3pZyFEQgELvOFbd/Y8ka5F0YaSqNyAakQQ2JmOuWA1RRDONTmT3Tcdt28PXMhAkl0typOc8JH79ShtLJaC0LA7iJvFCHr3LQIWvF3Xo+/3ZCwY35EMyAWmWwy02GuQYfDUuuD+7ZyzVcu16vF9v4EMPNTdePvOGb/sgXyGKf/WO4MEGLiX379L8zzzG3feH59Yd02wuWCSwliQib9d3WOtnba3vUuPIISvrNAlbNA+urx/jOwAs+IPDNNK9O04/2G9ysxFj58iHz4sOPczrq+UusN51QqGMLQYC0zjhpDjVhFIikJIWh+DLaJekNId9tTNry3OFaL5lQEWkd0ULWGdoL6sW3dTFhmvJ8YY2KMSK1R3Xc4uJHRvBdtbO+d0XYoyTiGjkBQtchQz0sctOpouxq3jlp4TI9c5is1VnLcuZtEzzVPYOAMBHEiZzxtyRkZgyTqcuNCMDOLbFZYjSGdIGJSwaYXo+0hR+/qydg0fU8QkvkwDgalaUfnuwI2PlhUgNFCdITvpiNXPXAzX0gN/XKakXLRvPHX11eqOd4M+/ma9zfO49BYCh8CfVd9t/OeYBxJBcOUdnMEftVaqWi3PC8LYZ4J00zwi0a0vlbGeqeWBhnSlmCDemv0ejtjfy/+gg9aeJNPOBz3cic34yni2Z93mFHJpGuabtmG8ihroMV6Esa7IdG1FDV1cQ4P9KIJhtOUcAy2rl6Yed+Jtp54i6VQEKcbn9SJU/CmG3PAHmMMelZxA0Yf8uGIqdD0Rq1p2mhs20btnSVGHp+eeL29st3/RBf5Dxyz/7EF8gRf5A8/96P/F2PoT8tCLpnPz8/c76sGbwnqhDJNNO8pQ1MIffdqRda1gxxZC+bYhqlnHNF3vC94/0rvn0jxzuVSWZYGrLT2zPXa+frrJ66Xyu3+Pdv2X0A3OoPuXWL0xOhxLpGzo7UdkURKF7yfGcNZt+gZIxBCZd8jCgJhY7J2hM6J5UNrF6pAz6A1YduqdVTtHIE0G7rRu3pE9q77yVrBOd1ZBh9oUXD70BgeIolEHbZoL47hu4aWuchaVrZtZ6TO5CdCifjJEZZAkMBv228prpDEkZyj10K+r7RSiNPMuUtp7cyc3nKmWXSrhEAQwQ3TXLfKEB1XnajtWavqQ9hMBzyGciH3Pb95Qg5YtxUBkmWUH2dQr5ViN4EkyZL27GtmXbbnnd47y2VhShN73qlGZgftlPrQfBwfFfwLKTEG7LWQ0sTjhw+I97yuK3tt2l1vG815elD3+jQrqLL3xraupAZpi9R7xa+eulbIA+nCdTxo4SldXcSbo9FoodFzZ4oTYQokSTznZ+pd95LOOZpUXPAkn6i5Mdwgxcn+5kb3WRH002lc3dPXfWeUghsDDyTvCTGxgDp+l8yRVnhEYIgT8wA9wiSqXYvBzkstgL131nXV43Jc1nnojcd5ouVEtVrNoATW9c7D9cKv/+XXlLzz79umDkNHTfiFush/nhEbfgDQpGniq6++JnjNpF7XlVqrBiXVptnDlobXvKOnRMKRZMINoe+NugphU+fvulba3gjXwuUC3ndiqsyzdo5jvND7C/Oc+dWvHvn6a0drn3m9fYvIJ0LQ/dOhHfZ+wrlIrWrgWorDuQU1dVmp1VPrRAhXQOMBYnQ4NxnIMmw0T3gfyPlunD/NdD4KTmtNzSesQ4wxMkaid6ejs0TG0GCv3rWgtqquP6UmetPCOWpkeFNQePO3DAHXDfzw6EkWhMuyqG3YreJm4Sk+US+Vz/sz8VEdx7XzcKyvr6zbpiYXKRJl0mjQWtUAwlROWsjELlKhi+CnyaRunrxtNB8YoVKykDft2HRnVXT8Ngegbrw9tf4SG62VUqQphp193wghMllxA86cbsZAVhTk82rrFUIgxkQfndv9riokH4yqsoJTJD/nTCmF6zzz6AP15UUTBmtjJEdIiYcPT8yPT2ytWZ76wPeI9EQSBTpUZqirD+89SRLDDaKL+OGVoN/v1HIn751l+ciXy5dc5gvfvXxHbpnZzWrJt+nrJWjuUB+HaUikp4Q0RaZ7VQfxZOh7aepGXpu6/sQ5ssxP3HhW0Y5zWsxEyNt2jtIYGi28mfPqeTnUr7M2NR42MA4D0JyZDdeunf5Ab1zbuvH7b7/j8fGJLz5+4OHxCed+S+v9pyk//6Au8u9bIH8OQPOjR5oSX371FTgh7yYnWxYcg4yatB5CfBcjkiYu4wLboG1K5ZChPoDRRR0lR2OMDUR3jdcHx+WS8P4VWPF+ZVmEGDPeQ2vPTNMrX3wZcW6imTaV3nCuMHqldyFGQUQBlzGa8RQjzulYfHR4YyTGOMi1ujPc906tt5OH5tykQfXtoPd0WnOMod0qJCOLd0oZpBRslzlwDryPp6vKAHoTSqmMvsHwiFe9+ZCBq46+dUW2nRKi29r4/JvPlFgYC6THSHyILO5CdkWdMIPqq+M0cb/f6c4xWVSDtMZ+v1P2Hdcbzay3ondMsxo1bLe7eSVmsuwaG9A78zSd0brOO+suOfdVznvLkrFsaot0PQyM4fi3FuF5npmXmX3bT5AB4zWqf6FSorDfUVujWUc4BoRoKieTHIY0Ib3pzdq64t61YLShhsExBhCnFnDm0cgQwohc0pU4okYBA6F7qELdqk43Ta34onOIv9PHaqsbYd/VQSiFK7PM1E1R6xQTPnnSFLmHO/PceJZnctsZeVCids4PHz6QX1/p+w5G4p/mibLqyOqd7lxhME0zDN2l1lbPlEUwonfrmrZYlavqvTcEm/M4jz5UvXRwWdF0SARkgCRPzYVWoctg21aeP38mxUiaEh8+fuD7b789955/lvLzd3r8c3WQ50O5bw8PV+1yLLVOisVyHm+CAQKH1VR0ETEFSxqJecwK1AzRQhkE5wdOCiLNxlGl9HjfScnz4YPn4UEQudPHTiMwPBAiKURC7+ybElx7rwy3E4JmV/ee6b3gfSLGQe8ekSO0SiMyY9SusfdI745SMjkLzk0mcQuIJJwLNl7eVYUyAt4nRCYjmu/0rjxJ5xpHeqACQxMC5KIopHa1O9Ku+GEJew2a2W0pvwUEx3CN7jWzRrww1qFIqmR6aSBDlTU9n5EFISWC0VpaazQORyLNJglOUdRicr5qbuIu6OdH00CqUiretM3HjhY5nIow84O3gK4UE5LELMsKwXmmKTJMr11KUTeeMU4ZXDeOZkMBCudnorcbjvH8vPPWFVazNHM6WrIrbtHV1EOiuov74Omiu7Vp1v3mtm1UU3k58dCVgjS1pJ6Pw2km0vCQNRBu1EEdlTBlUqq6ZumVFBODzug3cu5c4kRphZorNVT84pkuM5lMLWr40V3DiwI9VYrZ52n0LWjx8yHQY9Q1CEOdmHJWdY2xDnRnmZW/mCZCiifR+6DzDDSMzDmVbToflKJmKyE5bvT1Hd/Uq2a/lkItGRFHroVt3/Tavz7w6ftPGkv7F5WMn+go/5td5D9PgXy3i1wuC1988SU+BLJZZ23bTqlFlQoHDWSoE/LhYXiEK7ndco7RXWUKSofwMhAMLKAiUlCz2kKMnXmGy8UxTZVS76y5szeow0xAASTQwwLDg6uIi4RQcHWn7BsiKin0ftiYLbSmfLBDRXOqPAaIJKZJgZXbbafWYV2mWAFV1Yz+rAIzrXVq9cYJ1Iv/4AeKFJzTk9W7CijVZw4WXVpmNUgYla1t9NwZbuDwJB8tZmAiDjUJHh2oAzykkRgN2rZTuoIRLiXd2ZkckdbwMRKco6wr/UBVe6fXivSh6qjgcQNk6JiMEZB7G8ppnRJexExzHdu4W4ftTr/HN5MIjByfcE5t0rSYmrms191XCOrfWMoxKg5cLorEjnG6+jivI3BrHXLRm7OTUzonMais1Wg8y3IhLAvp8YFwWcjorlOs28UHZIeatesLLqgzvfmQuq7/HYl4tyNSCGEwzd2Ki6qjSs9qghIdi1vILVP3SrkXemjI5AzD0CkhSaSGSWljm6ZMxmlS4nut+N7xy0Ieg2aqKDE2gTc9vEoHIQbPwXkMQW/EPpqLD2JdfvtBp17MwecAeBQUN/ZAV3OSGMO5ayxF3695npmW+a0k/JQ++//RRPGfegg8PjzwzTdfM3rndnvl0+dP3LaN4TySwrs3weR9vRPO+qrIWK16UumbEJXa0o6DqW+m7gHV5EGR5UqMHsjsFbYGeUTrYhJlCH0IMU6k+ZGaV0bNeOn4mglpp9edXjfU38CZeF87THDkrIa2GsI1E8JsY3EEtGvJubPvxX5O6N18DKund6hVAZ0QJutMB+DMobyrEkgiMQppGvjmCX7Q+6DEQSkzzTUdl7v6I+IgSSLFRKaoqqYMiIJPHkkCHbaya/fhAi45Rmjk1sjrqia6zrHMM8k57k53lHXfGBZwHw1kckP9JFsdMDoueOqu1mOCEINjnhcuy2J5NYOS1V/xME6oTa24+lCz15gSgu7B7FQ4R1R/8FHh9KtsXSNifdGCe3QbY1jWjTjbu+nrE++1W54mhjjtpFExw+V61cAuuwGIGaeId6fhssNrYTTNvAzlNE5uIrpIch5xjRB2RBSo8lGoNStvtgeQjpPENM+kmsg1s993iivaEEyeYvtNCoTkKSFQrZgozUtRekohxkgLUXmloxOcvs/d/B6VGK/GGt2KW6n6Ho7xNsUNOXbmncPlxwdNWRyjK4ATAiXv5KKentHoP91uVtu20XonpcTDwwOXy5XX15c3sOasEf+4MfsXVNL88fxrEbXsn6eZ1jo5ZzYzV3VJLBbUFvKtM1xTdNQ5trIR98TCrA4uLcEKpRWC6N7K+XcXWN1obafWnRB2jrAsHwO9dIaL+OTxaSZNi9qMiXofjlapw9PZ8F5I88DRqNsr68snYnyhFNApbMI5KEWBAvWDDOarp3/zoarRKAV1+fHmaahFr7Hv6tIjIizLQrBcaUW9k4Ixw9N7pRSloFyWpOa7I1PrTdU9zPSRiOOB5JKOZkPHHxevbH3jZX+h09QpxwfEa5rj8/rCJjsya3c+UsA9OLbewTuSD8SUFB09EGAjHLveqU1pOGlOjOB1X9maggLmUq3Z1hWfd6I5i6svpqpgainaiRlajmgsQCmFyzJzvVwByBZr6oM3nmVnXmamecZ7x2aAy9GZppRMQaMX37xcqK1yW1feG/EeiX6HVvl2u1ERmBLNe4iRcLnYTtMRZeBdYAoJ2YW+d8Tc6pewsLBAhtFvyNhofaWUO60XXOnW/SadFPtKCAuTnyhl1qiKodNV2zs+eFJPKhyQQnGVNoGPkd4at23D1wo507aNyQezhrPmwTmmedYbSc7qwHPouL0HzIy6603gAE4VhEzE6DgyfWJMyr00sEVFADOy7xzGICWrs1Vwjm3f2bYNJ44vv/iSf/mf/5P/8//8P6g5/2L67L9fgfwxQPNT0sIf/cw0TVyWC2lK3Lad+/2u1vkcI5Uae+pdPqj34xjsZcePwHSZuMYrc57xd0fpVe3rW6M0h/MV7yqu6I5q33dCyKTkeHqKXK+evVZet8pWBXygNaEWJbymNNPEUaqjB/BhZp4DgUbZXqmuItMjKWXG7W67r2EgzIUxAiIL3us75v0B4GhaobrTeFLSYPjBoJS7KWoORY52jUeGi2rBVTssEqg10Lu6BMXkGcOT851WdyDhXMExM7hAU7fv5hr39c56W1lZIQw1QjA6Z5wSj/6Rl/7C3gIEiCXQXKfHzvzwQFlX3c/uO34MDYqybiXEyOyDRota18c43k0tjt46HYeOX70PFQaYE7pzntHzm8StgT3JuRNr1XZrXf0de+3sFleL6G5QmQOeKSX9PdZZgWazxJRsZNQpYEpK2ekCa86U3lkeHnh4eFA1Sgx051mb6ssFkNaUoO0cVH19o6HZRm0Q0PTCXjv7fWcekWm2wCtp6ugkBdXxe6ATwwHubUzTI19/fYFP5jLuHLvbuG138EKcIoHAVnb87EmXi2Zh327sz89adFqDrvGu07xQt428ZwqDaMTuOCXdLRtnVZMukxHHFYSsBlQhBSTZ5GQ5Oc4TxNn71XTMT0nXGU4ZKM3Ok33P/P733zLPM9989TVPH550H/zjOvJTY/bfYeT+pxqxBeHLL7/kq6++BCDnnZeXF/K+4WKC1tTayeuopH6COvqo4BlKLmxlZ+yDtjfmujCHGRccqvRTNNi5g+KhI/g0OWLUKNX7pmNAG0F3mnHSEK0mtCpG/FaKjXinzkKl0HKDEXBhpteBDysT1Vy0N0rpwGJ8sQsw07sn53qi28ejd+F234GGc55l0TG7NTWBVTVOM24m9nckkzAetKBhbtKB3iLez2a8kGl90Nqg5Eh7XRhJCcYyREPLQjApCjjxpBqRIEx9Zu87JVdyz/o3L8Ci4ydNyea1VpJziFdPxJyzjtgp0YDtfreclMpp1y1iCiUdwRjDkhOb7gn7WxSpM2qOM6J4NWPb+7pxyBi9091hLcWQ607OO7WprZoPdkxrO70n9Uaqx7VYIT+KeOmNNjSsLOdiOUgT87zQvToStdbowJ6z7i6PYl1UZSJdi+UlBC7uwlQncsnU3rmEQQxqVCLOw9hAOmmyjOlS2fPK6HC7a2a19KAJmx1c1255jM7kZ/rUlUuZOrmtOvVYt3jwiVsfjLLjT6R6qKO8qZKOtibEiGxyKpP60BvfvMzGqLDICCmnXLT1w0tSX78zcn/0gVoytTp18RelE5GUa7lt26m/19XHLxe98Mvbnf3gS8LDwyPXhwdqqaz3OxjvEEPDxACabmip86odPbh8bVRy3dXKqzakOzXKdQm44L2iwEqVwT4E8ISgY/+eC31oTIAPCQmT3vXTjFhQEsbjaqPRGDQa4mdinHA90negFaLcOQ6zuoYHoDJGpndvgIsQwkwIyXweVWV+FLpp8uajlzkMSXvP5/50jMoY5QR/jotdD7UYeuuJQU6O4LYXRi/62vpA1osWFfGkkOhFO0NpILvQfCNeA18sHxllsHKnuKruMltmuG7GxU45jsfvHwNxRT8/BtO80Jy6//Sqno4xxDOZMKTGaJ1q0kJddHWG68bLi0gSrpeLGuQWDYQKTR1/8q45OaN12y2LZhYFKyhWGHrv6kZkr7H3wHEJiq1ghnU7IUUtlgYSelEddy6ZJjBdj1xqs/1yjoai4Q1Ow9/DNd6L8gZ9VYqRx9YiuTLPsMwzITRzT98JwRktSXeBte2M/c4Yz5T9wnBDP+rAR42I7X1Yt4ruKH1RuaEZRyB6fi8pIrVR1u3USGNSTz+9yzQXvdaOG5FmqB/vnejKqKuTOyIkQ8tHN8OKbumQDIZ5S74/Xgc7wVvXrSN65MuvvuR3//U7St5/VCx+ZtH8K8fsf6oOUln5ikDf7neen19OgwAdxtBxqneTrSl1om+bdhKHxA2HiNMRxmgrkgQq9KbFUakI3gwmOvve2XdISYzSkOhhZjinRp9x5vL4gY6nNB2h1G254kbEi8cxI6PS9kF3E8PPjN4I4WZ/gwd2ak068raB5hMfksLdFt/qEq4OQIKCjjulrFY0wfthLtqHm/P+ZqYQIiFU400a4o0QU2Pfb2x7tSyRBZELsJKL0DbPNNTxp7Si4VZrpZWKND0mExNTS+SRlVPpFORpGdrc6SJaKMc4w+NdCIqOdpUQ+hBYLhfcGBTLuNHskwZ94ILHDyMSt0bv6AXtAyE5+/stDgDtFIMPpyRuEDk23M3GOkWgrcA6Yd8zakUnJ2dUWUVyXrzOB93pxYTznjbUC7K3fhqWjFpZ1zvESBd0HHaaXhiC5tZICLjgVNnVNPStNOuSC8YW0IJbzUDYh4AnIdKtgHcYmrXT/WHgsdP7rIi+/SNdQZaaKy12/KLep1U6sw8sy0JjkF9RTiTa1fdSlYUxMH21ShOPkdWj2uoQo47HtiLpBmgl73G1nnLWQ5d96LFbrzqKq7vMKS8V0fe/mPBjdAVraq08XK589fXXfPr+ey2Q/5095F/5+McXSLt7/bHHsiy6S9lWbq8vvJr2GnN2HmLRndbCe5eorZP7jgB9Uv5c9wOJSkjFSMQ+e+peYY84PxHGxRQpC2paqyFYOTecQIqB4hy560U/TTM+zvRxhEbpXozRjMuX6TVT9xtNZiQMVZQ4R8+eICuHm48Su828VTRwudbOthVai6jcUC+wlMD7Rq0bzuVztFa38oqaYlSca4RgRqc040pmtGYKIT4SI7Q2iDEDCe+EeXG05pFVi3LoF0ZbCC6wbit11wttjjNTm9hHhh2ohsJeIotXM9e974zYcK3Rs5GznXaTAC3vrNtGdE59CX0gxE7ds6Yl1koQVcVMs2aB530HtJM+qFIA+7af/LwYAl48+76f+7gUVWpYzFC31KKONt506Cg5PpnBK3YhM3TfNkQ7RVBE14dAjEr+rr2rkgi1vDuAHgzkGTZOYsUj+Mg0JlzztFGVDbBtxByRLgQCMrTgb2vBO/07pknR4AMZBrPN87r/cz4y8GS7QXdRalavajrcYsVfHXOayT0jznG5XvHzzK0PnreNdd3otusW5wCNeu3Nq46+KsJMVJ/MlPxbk9LVcdwZyfw0JBYh7zrthKgrAOHtmBw6bLEgttEE13U1s64rMXgerleenp54uD4YJ/ZPPP7SPeQb+eUvfvzTdJDeOX71zTdcr9cTPKnFZGGYrnRv9OA1AtMJDkw0j72J4MXhhoroa1MibRuV1/6qllJ1JtWZ3mbGuKBE8cayNJZZ7cpKWakxUV1jOG9IaOTltlIJuJAI00UtrgQE9Ses2x3NhwlEFi6h07dn8u0T5e7xsjLJHe8TziVq9ZQSibGxrp3eVRUzBtTaDFWfCEHVOcqp7LRWcG6zESWje0rNy56mwzat2tebyeYy3mfmOTCGartzrjbCZaY0Mbq37hzaqiOSC46Lv/DoH5mZcd6xulX3j7WrW/s0swf1YBx+EB8CbQsEBuRMzxmw+lMrr/eVUQtSKjK6dY3h7D7SlIjO6B99UIauSw5X8DklnNfd4dEBtqYa7tbVgqybdZqCB9ohttrIkvFNP++dJ01qUZZzVnd0tIiOYUFdXgtDtmznGCNi9B79o9S5aB+dsu8KKDl37h5HrQQPPnriFMgvmegS3f5xwRGmoEovPLXCuhbGyDg3mIPSvw6KTm3jzNOJMeHdxGqJm2MMgphrztDI1ro20iUxuUnPbRFSCMyXC/eXF0qtbPsOdiwPnfRxbXUs5MwMcAfjpM2dOwkGpR5KMG+7xqB4wSHkcALZAtr6kbGNRqQ4xzzPGspWK61r5EUphZSiWtzJD3f0/63Hz1D4/XIFcvQfUH1EHA8PD0wpcbfiKKJSKjEnZ/Gi1kzOkbedURtunkhpRsx9ZWNXci2dNtS4IYvqm11w9Nhpfca5R+Yp09oLpTjGSKoSyWrE0F2h9UC38bDUxpCAjxNxfsCnRd1bAEfHTwGPo+OQFmBkqhSmqyfEiTZf6Nszbf1ELXfmeaHWxP2eyTniXDIz3Yltq7y+rqpT3V7RVERB+ZtqrDFNnjEKrd3RjtJIvd2dKK2OgRXn1Jey90bOw8b4CUjADZFMCFdC9IxcwVecJMK6MKaB2xz1RW826XHiw/TEoLP61Qj5qrEdDWSC+DRrYmEueiGUSmlNkxBbI02JMCX6tlP2nTGqSQzRvZ4FfE1JnXem6VBc6Me6rYDm2YQYzjybwWCeZqNwVXLTwnzsunzQrqiYwqO2qi7elnPDgC3vWoAMRV/XO8XMLNKsFKEOWrSNh7vtO3IoTIz6k0TUdR0o3HDF44dm2wzR4rjXnVQTS1y4Pl11J9uLihF65b6u7Hk/oyTAU0qjVGeOgPXM2KmYCsh75rRQfSW7rOqUbSM+RHK+8+n5M6+14XvDx0DN3gCrwChFCf1WjLtdo+pkrztj4JQY6mZVfsDh1nPybbdYhuY7AbTD1f3wb3XK7ihGITpEifu+8fLyyvpx5cPjE0+PT9zvd/Z1/fvUoj/x+KfpIMVQ5dYa+7qR981GlMAYGgIvMSIh0kzz2py6PvdS1Ruyq3X92iGNqLsP18iu6J6l2qhSrrS2s21qZiqiWSw5b8CEk0EtOyPEk0c3tLXAx5k6nBK5vQa8l1pwPuKSw0tklI1W7tSh4UeMwCCAn2n+gtRncoZ9X+l9QkQJ46ChX72jkbFBZYrK19SLPaVOCIL3GyEccbG7odvduh+AYGa9qsjp/UatG/OsipKcB+pIru7m4jJTemBKXjvoUgkRRp5p0sifMniY4wzVvDcpmh+zd/plsKQZjyPfC4VO3TYdt1uldlWpYAhqbxo/ilPjDDENdYxJzVSbOr1UJ6bqUG21WxZWoxMhugs8FDDeqCfeq7EuYJ3nqjxMcbZ3MQ5nVznknnfritx54YuIWoCFgCtq6OCcqO/iUCllF3VVny8LXYQsZgASo4IU00QLgdIdLVf2mokSqaMqMOMatVf2sbPIgg9Xkjsc6FW07FwzE+AJkUE3N6baKkhl3yulF0awDrNUWmi45EhposTKbb9RKDSGeV2CryhFjjetuw/BbMrMUak1A1ksgdLrKH2otkbv1owpz7OPYeuAo0D6MysJeEf4HvZ7C+bcSRdR1NwJrSjb4H6/c71c+PjxI58/f3orkH9Ol/03pPv8UxRIEVVfKFKrKOt9XdWg1BVd2qekVAOGBtY3a90NpeylQAgwaeobQ87Yyr3uJJdOXagMQe46aj48Xkhpwjk92RTxHfSwg78go6ucr1YkCNW8CocLioa7SHNiuuNZgRGvXW4v6i49ijCaR3pAXcQTvX+PjvczvV/wvluXOHG5JObZYYGdlKJ0nxjF8mwKsON9YYydMVZCqJYLvRmZXGk/Iuo4tO+CRj5MxDjZ/jKw77DvBh4kfW3LWBiobHHbgroSiYZKiQiv7RUpCgrEEO19gpginc59W9ml0Lq5LvWuGnk304aqJRhHJo+qKcIxUremBgguMexcELSupRiZp8Q8z+qELdqVtNFOoCVn1dUruBJJi47jRxdZz/TDroR2ow1N06T/77wi1uZTGGI84EGVauaMOK/O6bYLjyHgpglaIxv4UEzrPC0LKU1MTKQtnabNyU3MbsENR9sazTfqfTBPiZg6Pgw7DkfWkZpgOIkm25voLVCKmh6LV+J6HRXcwIXDiX4Y+V7zs8U5onhSiOTeTt9L5wSP4BLUTc95H4ImEg6VH7pTLitv15LTqFgE46pGo0t1C/XSVERAPTeVvIp3ztYC/QTRDlrPoUDbto1WGw8P1xMV/0c/fvkCOQbeCU+PjziEvO/se6bsO61UhuuI8c86IDFSgdHUIcZ5PXC9N81KGSCzhqt3hoEvmRKyanKjWtTva8L7hd4elO3fdlrThMAxIiI7TnS/2XtjOM04ac7jQkLigveROhyNcFIwnDQkOO1WvIduS2kX6BIQ06R6hJhWaulql0+llGzd5BXn0gk6zHM3wvAwgvkObHhfGUMzjo+v9a5AjibPaRQs1hE5F3FuARK9B8aYEMl4vxiirvGszgnX6wIEQsjkMhG4MHd1eZnHzDTSqb7po7OWjX5vjDbsQhGNPfUONwLBeaIIkhLDvAjHAOlNo1ItEa+01ZRBjtFgxKiZ0L1ZUR2aNXOYLniv431XWs2QYWOn6p6XRZHbbM4/IXhUuY92tJgnpemxVYfdLXiqKu/RaGYH9efgzroYaAYahRAIqCFH72pM20Rw00RYZiSJuutQiC6AH8gi+OZppbH2VVeNXfBhIiWvXVlflbY03Ckw8AGoaprcXT8/Mpk26unX6JOO20WKMhOG0qoq6ArEUOZhoWt1dLWp63qzjjESfdCfkUK1HJ9DeuiDUI0zCs5GdW9ChuO8BpxeD6Pra5TBqc9mWBc6lNHh5F3uUM6MoWsTBfr+BFfn76TT/scVyD+BXnsf+PjFF+pes23UouNk8B4JntqH+cgNXK2IoYW9VhCn7jPOEVDkeMROpUGBETpxihQqYa506XTptAq1PrLnlft9Z9sgpUdC+ECtD1CfkV6hFxjK95qmiT490N0E8cIQ3QkRgwEB6o8nPSNjxvUZF2YoN0a+M/IL5AX2GV9XpNwIecWvz9S609oLY1zQhMVkxasYMbwYgq06cucy09Tw0YF4hgT6gN49A6cWXYCTwQg7QSrSXwA1vOg9KXHcPRJjozVF8O/3O61VYviCy6JGAzHv5LxSnhMpTSxjYeozW9vVMi3M7FtW84vWmK6TnstRcL4gLiNV5YSXeabHwP56o2SNPBgosVrMqzCIxveWPkhpUppL1Qts23acoF2kU2dt+qCi8aghaFdca9VkPRGmebKkPpXcRdNYl6w5zCPAnnfjGr47R41HOo7/RGWoHJzHrvzHUiqSCx1zRnc6ktZS2NbVolUHvlZG7sx9IUm2cVrHypf1hSiRViL+7vBuIgR0YqlQqkouQaWojUjrEyOsdOlUtJPGQR3qeuSdY7nOVCmaW7PrpLPlTBuaT+O9ozbItSqY1jtimUKHS7riXO7N+d9ugCJCy1pQj3UQTWlp+lqhCkYWtxgLsSJn3SNDTKmjJPZwUsQG+6bUNXdZmKeZlCJ5+xEf8k89/gZF8pftIM8lsOPD0xMxTWyGeDIgxICPEdc6+SSoDoL5+JVcyKWCd8g0a9ZMawznqHHQolpF5Z7Jfcc1YRQYMghzYP98xd9n1lXY94R6O35JKRcEoWyvjBFwl5nl0Z1E1pEuVEnsDSQm4nzRziIkUvA4GfSyInWj5xttfYa44C+PtPv3EGdcfYVypa+fad2B3Fj8HaHQ+4vFv3qOyFhFqnX/iA+04fDzE/PDB5wP1C54076W2rX7aU25pb3S646MivSK9MLlonu5222wbRW1YuvGyUxsm+B8I4aCuqUXAgtxvxIkkGoitQR5kDsqVxuJOpQWIl4IU2RvN81JMeCk5kxEC2LOO67rza1sG1MIXK9Xkg/UrHZq6q5jMap1mO2Y0mSOHJthTIdWm0YUpGOq6ORa2J/z2REdRURT+CblIopaqSmIoF0kh0KHqm5RMSA+qEtRq2w565g9TZTeyb0h04RLCR8iwXtWI0bTGlUaBMHNgg9qEtK2xiYavRq97rtbbryssG2VEDR2GBuri1MrsdYCMFGksPed7LJyfaMQL4keBzc2yl4Ze4fZQL4DPe6dYsRssVH3QJs1vmKYVrpRu9KvDgel05wCZVQcP98H6khvKP48z6rN9oFKPfmt6bIo7apkRlEzjG5d6+idISYEqZX7/c7L6wvLPPPhwxMvz0/8fv/9zyt6/80i+csUyPfdpGibf2SSrLc799ebdpFN6ShDeFu8Owt7EoFDMWLL5lEKZV01PCol3EVtznLN3GXV3zU5miTWvjLcIOwz91vjdus8PEyMMTPGQowfwDfKaIxeKPtGdjcYC25MjBCowyMxMcJinD9HNZ00ol1UbjttTMqtdIkRK70ZsCRAHDA74nRhDkIvGy2vpKFjtThT4aBOQkM8wwXlwE1Xip/peHJvhJ7oTLgpEmcINsIEL4yWafudut+gm0423/H+W1LKpiIKpjRqfP/9zYrH4HqduCwOEZVTttqQXfDDU6RAEh6WR5bLhX3a2GSjlYZPMESVNWLJennfdWdsx0vbE+UO1qaFnabWaC6oc3nOGe8UwAnmGl5rM1GBdiMpJaYpUYqitmDpgwJ71a5DC4I6YTdDa0MIxGmyG8Ru2Tn9dMoecH6vDHW/7vrkxCkxLTPrnlnvq4ZhWQ6PC4F5SsqjrRV/GaRLZE4zYY/U10IRh0sTY4JGUx5jFPBQN0/Ps9IzxdnawMDM6Akz3POdbWz01JFZYIIqFcIAL7TRqK3oz9LwQY00ugEw+55xXVdH0/UKtWoMbC1GoXLEFBkh6sqiD2rJOKeOO4qs6zHUNUZhW+/Gvth0RDZE+wBuomnga1F3d28GMgq0KbH/8AQ9ctCvy0KMiWma/7De/SUBX++ngp9ZLH/xHWQIgYfLVe3si2ZM39c7rXdd3PeuaKEPeBGadQvDluvijJB91Nt+6gepUtQKKyWcqAW9rKJ3tAbxQ8SvXxovcGXfOyKRnHWPEvwGvuNRZDR3tYASHD4mfLxAvJwo3QEyHU4lYwSGv0DyCOo/VWunuYLEBmZzNk9XApmeV4YExE/IUA325fLAEGHddlrRCFJxkXR5QnxkuKjk9QDdB3zU7kk0Q0F5ZTTa2KkyGNHjetHOKAiSMkk+264SpumKyMw8J7YtUetnSnFWoB5xozBlBR22vp2Uj3zbbX1h45OgvFVnaK93LNOEmyb6vlPGgJIZBkQNFCFe1ztFHF5UydENaBttgNf9aDCTklZVXhm8GrWK8/S2n4BMdxbg5fRD862H0lJKQQQz/7U4Xt6UMKryFI4Y1JgiaZpowLrriNpa575qTtLBmZymCbzn+fWV5pzydhGa94yqf9MyFnCRFvXv8he9weec8dEzMdFHp22DvmuGyzA3eDc5lQDO5qDuHemSaEul+Ur1XbtJrwyO2it6BnSmaVY2x5Qotzt93xm1Er3HDb0JOO8Y3eOcAlm1jVNDr4BRM7pYYZocl8vVdvidlCLePZD33XaTb0qaXnWCOJDxYQmXKvhQ3mU13itgoI3uIUGFGzH+DcrVn5A6/7HHL14gU0w8fXiiFuWkrevKaM0QQtERqkN36lzcGDYqeHxEFQitai6GSbyUZG7Rm9PC8jAztsF+zzRpDBn06aIvoCTGuFDyYN8LY3hqjerR6DdcuBK88s6813hQRHBhIl0ewUcOt+o3WSRvI0kIeP8R1zb6/kqLhZ4KTjzChSgV1wvUldqfUba7hlqFEOlpodROcZ6WROVvaYF0wU8XmgRoHS86AvqYOExOW+sMpzxI3B3vZ3pZ6WVl1JU4eSbnaOtn+v69Jf9VRCZiXEhJaG3TREe5Mi8Klnz+rJZdMUaGDErPlB2qr1SnhhIjdKQKYfJKl2rN1CiR1QjZGqysu6zr9ULeNuq2IdJPovGxJhimZ3Ym4RsDVtMng+XNWBBYTEmBHqcTxrxc3i7a3oBuhgtoZ2TO6IIQkqKwp/66d42fjYk4TUhrxD6g66hfckGC2oANQ3vPbrnqjpVaca3SXOW+3Wmlk2o8XYkCaprRgyqWelTa0pChzvXu2OFpcfQXz953WmiMOKihUiRTpdGkqcOSHwzplK5OWD466p4R0BVVCPSsrt+9VnUrHbrOUHGGrS3MvCOOcaYS9qHFc9/3s9CpjZ8/j/kwzbU3c91uKhuGmR5b83NgLt5rhs3wZlDinJqTWEd/WBX+2cffkOID/wQFMobAhw8fVB+7rUocRgGaQ5Z0oFyCKmVqa3pcVYisvLQ+kKCOL6V3uu2BghdG0KS2NipREi56qqvsdcd7z7Yl1q1Q8kKMC87N6gZeOn7uuqYfuojuISFxRnxguHCm7R37mR+z/Y8A9SYLpcKYGs4HUn8gUHF1pe43BpEaNJNmjE6vheEdtx5oMhjzg8aL+oSfL3SXGPOFIQGGas+HOJqPigLWTi07joGfAn270/MdXNSPMOMkEyaNCGit4fono4Z8IoTONDnUrNdUOJPFtFLpq2qKY4xESXSxi7pDazY6R7XdYh5IKbSu5sZ7yXoTNMegYYl59jar47hXUnczmpU3JPSQufWuY/CRUXPsILvRh6JZrB3yRPOz1ucwWtaZFOmdeora7+zvVkC6Z1NkeIzjWfThnKjeXwFhBWW2jQBqoJsz1Tm6UiFggh47e9k0E8gU40F0XSBBKL4gTXRv+M68FlFVU586m9t43p/JPkOClio7u3b0NGqrZJ/JrlBaUTMSOL00wxiIxR8c520fB9+R831RBoatHHqBqHLE4L0ZozTWbScGb81B0WvOgr4GemNTfbejG5VLDPzSXaNNRfruI8MQcm+dfFNj5OOG9/Zevnv8mA95dIn/t0Kx4Ye7RyN6+uC5XK5mxqkPGdolSgi8WVcZ3yxGSldNLF0PcBelVZTecGnCzxPx+H4RVlnx3jHFCT8Cww9y3lk3M1xdr1y2idadodgf6X2h94hvmd4KYs7U4tQFRXw89yyAcRA5R+xDn3vI4GqtDHG4yxdE+cDFN0a5s718R+0JcStIYvSC9GKFfyhVxAWc/U7EQVroEinpgosJ7yK1DSUzh0CIE6MU+r7hvECKtPGJOiJIxMUrrm2MvuPY8L3hWme4F0L/ZA1VJwQ1/BUJTFMhpkxrd0XRizt3ZtM8gQcJGraFKJ2lihovtOAZVdU0pRZFfYeOxk6Esq6s2w59mHYXu2BNw2uI6RANzyr7fsoSY4oaAeyEMXbypn6R3mt8am06Fg5zpJEzo6afQWUh6vjsRAGY1gfQ8SGCU0J7qRVvSGspRdcGITLFQOldFTTNvCdD4GmeidNEHoN9qH67tYKfIr0O7fSkU11VelLxyiHtdyoFicozTSHZjVG0gFJ4ub9w73d66MQUGEmzbPa2U0ah9EruO4VC9+qa7iwYrVXNnfGjM4dAWhbdSdqHGqIfxH0duaUJ2HoLUB6oKOWqm4zmiP9QsrgZeQylXA3XTS6sJPKSNYOGd6/piHgYfcBoyssUdxohD1uVzfPM/b6+1ZA/9fiZ4/Qfe/ziHSRY9GMtNs7oPgnkDIHXHZRRF4Yn+aC7K9E0uWFomh+RFLxSQ+yi7PvOCIGxzAwHPaiQf687Q9CozRSp7ZFaMjkvwKL7NveIl4wYEbnWqkHzpeESdPqbquC4Ax/7LjtRjgLqvWeeZw4bpyFCuSfqNBhuwVEJPSMt0/IGVeV24oLu5wwpdGFCpoXcHX66MF8ecUGleL00fNI9WQ8NN3Vay6wyYImIvyB1hbYz6oqQkXEniKcjZBzbrTHa7zh8KGP0eH8hxkJKG3l/AWwX2AI0yDUjBQ0EGwHfPct8oYXKfdxpW1NEuhR1bMFG596JpuCgmQIGaKVQsppBpClRBHpRtx9FST1DuhlS6Hh3IKti5rKtaufTWzM3a1PWWMF0RxIfh93W0JgJwcZIIU6JiLDnzLbtZKOVDbtJHkRxte9qiHdKthYdt+c0EUQIY7DWyrrv9DQYHnXdCYNwCYQSCM0jVaj3QpOKd0HTLWnMccLPC9117vud1d3JkyLXxen5VZP6PDYaMgO2r5wfJsYY5O2u+3nb7R2ZSCEG/btQUKq2pmsDAJR77EMwZ/egcbwlG3FcFW2aUeNtfSE2cZnVXG3U1s9ieDAOZDSjNeqOU0dope612qhlUNFI4m3dKKVyfXjgq6++Ztv+jd7+SBcJf1xZ8994/KIFUtDD2Wphz5n7TYOZvPO6x2raJYSUbNFbWUulC2BqBpzGMPgDCS+V1Rbkw3tkmpBloUyqNkizZh/fbyt4DQiro/L8UkkpM8+Jpw9fME0fifGR5L9DvDvRwCGOjhiIo+NEKcpnOx7H/tF7fwI4x9hRa2XbNpUwThemOFP3O9ILyXU8lbqtrOvt1PUiSk6PIeLijIQEdVBd5NaEIEKcrqTQzotWzXUbu9nb+3QlzFdc36Hu9O2ZyVfG+h15W8ljokqCeMX1wtM0mGfh+bnx+voMXHl6+jUxdlKqxBSgJlpvSBVGBVcdvumOar/vdKfgwAiYg/iweNChndquYFoUNWttm73WoeNrs07TOw9eR+F5mvDec3t5PS84xvgBufnoNmIMJ/G9tcb9vpriyZu00B/CQh2tsXhS5+hVb24xTUzzDCWf9mfig2bTpMRe8tmohGC5K/vOd7//lrQspIsGei3ThLSKSxN32Skjs5OZwkyaYKjniHIYR2NOjofHjwTxrPeN399/pznhvSOTZeykwPCd6hsjDA7Cpl8CIXRGHEgSFpeg6s/iPT0E+q5xE8mKYjWjDY4QOON02hxOtTHbx0BkMHwwBNqdY3OICRHlNHpxNKf5161VAzdNQYMwetP4V1PjNFPqhBB1qsiZ3gZiO08YTCmxLDPypzrDv3Gh/EUL5LzMPD49aqC4uVD3bid807Bz54MGCckbNaMj4JUW4JPuGge6ZB7NYky7amejU6PWWiruyRGGEYtj1dEkF4or9Nhx8kiI4P2FnAO1dnp/AfeAS18yzzPMC2Oe6VbsQlDk8scF8nCTGWOcuTrH147catAd5Tx/qbk7rdB6oUdVubRWQTxpmnXMjhMhTfp7vapljnjT97/v/Ql0ZBZrutwjkx9QVu6fI6PeWF8+U3oAP+GmKyIQo+DyjX2/4X3gel1I0Zmr0J0+GjFccBK4WSzn/DgjM9zDnZEHw3V6HUg3j88w64jWlYztQ8C1jmsNL4L0DsHTs+4RBTU1iFGLkhOxTBolZVcDUGJQV/hhMa0xRnW58UcSpNJZej/2k3rMrw+PNr4pB1ScplY675nmmWFuMnW9K3Bhx7ox1PvQq3N3NXs1ZVaYyQOQ15VcKxcRHpeZZV5IwPCa+ZIvDbcKe1HPgUu8EJbAPE/Ik2Zkd9+47Tv3fmPtK8VkhDFEeuh686EjyREvgSGJmk0jT2ZvO3WvRK9S3r017fx8oHvlH24GtCCC4AjRMaVEK7q7PLrhmtX1nNZUKeVFE0NjJJfMtq4MI4x7W52I0zgFkWA4gtLue23WZGjB9E7H831Xo5nT3V1UE/7502cerlc+fvhoq6w3wvpPjtk/kXn1cx+/YIEUlnnh44ePelceekGUvOsCvR05xqbR9KoO6UOdq533BKdxrIdI3vVBiIJuvvTgT0nNLXwMDGmsbSWRWC4XaBra3mNXZLsH8h7Yk2a6eG+mta0QBaJ3yiMLSU3GDG0PNn50UwwkyzS53+/nXR84C9gfs206ZFXg6TIz0oRDu5Lr9Xp+T85Keg7mvHwQese7LuoomMfvPU7aEAI+JbrzNH+jlp1CJC5PxOggR9gi414Z9Y6I6r29F5ZlxvtGqTdaVTL5GMqX66KRAq6qlHOKmnGz9tXI4Y3mjAzcjojeQHcaE3vagjkHTm3MWlbvz9AHwyJXW6s22ulesncse3kYIOPOnW85wbPDO9EzGV/WBU+phVyM72cdN86duusQIz4okp2LjpyH67kP0SgoGjrlk5pTqNa46ooD6KWoK37whD0rocl7JEbS9YK7ePKtUNZKc517uashMRNZAq/bCyMPZFaqzMh6XRSnO7shunukCbEFZRH4yj429qZZ5q01ehk6Tdk56J1GYbScVT5ou0NGxw0hxcBojdarMjbEmcu6Xlm2zn0btb1Tw+Jhmn7B5IUa+Nadqo4YKnHs9h51e+91PFQ0XGMrIHp1iMd2k91MMP4Ayf4bo9Y/fvxyhrkCKUWuF03nQzCeml3Yw7zlTIql7bngJFrguzc96ThdQoLoYneMoTrq3uk5M2LCj0jLmVuvtNGZ4kSPjR41WqD0wro57vdGTBqmpZ3XonK9oeHoVL3zNhfOoqQGG/vZxYnI2TUeqYPHXvIojkcxdc5pp1LrHxTP4+vvEfIjRe4ojpqr48+RGt7cUw4D00PFcrzeWit5BHoPuPkJXzG1TkVGoZeFIup+7r12cderZ10LOVdai6gTuTpES9duum+d6gojamHSk9mkZaDqFKN5OK9EaxcCbd+V3iWiYEHvhj7bZDGGBsgb1SQEu0i2TR3lu5Kgddzr9K57RjHKiYI5GtA1zvdGd2mIyhV9jJpmeXAvhyK2LgTLQ1eyu49KYclVHYo6mlETQ6CLo9p+zwFdoNXCdrvDrvEMDcGlyKV3XEqK0o+h1mw7hBGYZSYMT981nuFpflIE/N4pe9H4CZPY1l6pvSJZKTLNNXbJNKdFl6oAoQteY2XRwj2OwsRbBMPoeo4fgIozStsRkFfNSAR7R1ttlFFIFpnRK3bsdReqump1+B9Gx/Jmfk0fDBRX6G2c1/vh6F5KIQwzjZ4mYoznjf4PJuy/BLX+KwGbX3TE9kEjQkHfEL3xaN6uj0dMq6osRPSuJ047ySGqdR2UM6/YO9ERziyaGoXcXlUCNjq9Jk1285GtbARzvKm+sLOztpV1dVwfJqbpSghXVZYAvWUNmVpXiJbninaR67qexSmEcO4ZAVMbHLEIb8USOAvW8fn3j/dGsNu2nUXyKIxHtxiMW/j++cahEInx7CJ3s9c/QKU6BJceiH7Qb5lte8E1IUjEp4WOp/dXYmxcr54YhefnlVo7IuY3abEQIWqX8FpeWe939ilT5kJ8iExTYsROcTYJjHEmHoYQiEHYrXjvuSBNOXkxRoZrFJOvYYTwlOJ5E6zOUdFjJEULpZIjzHbMjiGo1ZmP8QRv1O062sF2ZwhY7pk2ujqcm5FvtB24Zq50eld/Ub1Rq8HsOIqBOBUuHIYOPpzjprNVQq+N+8sLeM/wjuEdpWZc8IThyS3jujICvOjzRxcol0qLOrXU0WijUkdVHbb5n7bRGL5DEhVW1G7XhIFhQx2m8roqpQadysQJXoIql0qB0c1t/TAwcScNyj5pOTyaQx7Hkbuj+2O6ZmifTuM2Xh981kNBd6zTME5qsBv+0V2OoQbBul+2PPA0vTmd//Ci+cuLj/vLvveXLZBOs1Jutxvbur3LVDFkzHv6UBKwj4qU7SWz56zZ1M6MBJyih702RXPF6d26AmlScITBiJX48ACT+QS6HTfUgdyPwL3fua+BFB+Z5w/AlVo9aShPrSotTWk+Bs4cFv/HCPu+k1P52/SGgJ971v6Wwfzu539c+I7PAef3HM91FMxa6+lUc3wfcI7d7xH147mP70vzI9MIlHpn7C+4oVGjIwc6zjwpPd7D/f7Ctj0Qw8JyUTegUjWnxl+9yt0E+kH/4G39cNCwpDWmGKEUQ4ZXXFMHmTczA9RZplaC0/2pAMMW/TkXPR/s7xI5bj79vPnIEJvahu5LY6L2Rl9X9qxu9T4GHh4eQBzrvpFLZi+Z3gfRGAOYNHFwPJfa3g0RLWZOwxuaOUm1oXSg4bQYh3A43Gg2Tbf3VZX1WphGV9epFlWFFLxn1E7ZO4JDeiGXXbXNS8JdtXDKUHUKTZ+nSVWPctdQYZV2ts45ch/kbaPvmWWadJfeGq0UvAi9eZqR5adlgdHZ7ivrASbaOiNNs47ezWJ7OWIalBQvA+NRRi4PF+6vr+x5P30jD2Nj7/wpL+6iJPLgnNKPfFCjDMzsY1vJOfPh6ZEvvvyCZVn46uuvyf/x75o48Jc8/sJi+Mcev2iB7F1JoLp8V1SNPvAWzJRzZt+zEoKr0jWqEYy9c7o0BkXeatG4URS4idPEPE24eWYfg70rnUBaI4vlJDchhUSxDnIbG+v6RC4R7y94f2GMhdE/6W7UFDtiC2AFBCLLspyvV3XC9ewAf1zIzhHTCt57H7yjyzyOzVFEj53iUdyOQnl0k++5mBrREH5QOI8O9Sjgx2stpTBPiXR5RMqNkl+puVNXDQ+bp0BKEc3dbnz69HteXr+glqvage2Z7D00zgI3TRPxGim9cru9aqj9ZFlClkAoRSk/Bz34kJwJ5iA/NHFQ92AKton39KYGFwdVJMaoucm1WjjaGxf1iGPwUfeFozvcFJFa6QyCCMvlYpQfx16KapM9zJfllBI6G6v7GFCbdpNO+ZK1q6fkYfbbe1dWhZGpxeIHgo2qvTWqGe7quB5VL+79aauWlkQdnbFBdIG66/uYe8Z1d7IjUpoIV6/E/NwprSIBppjI+660KnFE75hipFWh5czWu/pkpmS2Z/qc+xh6zHvXjB9Tw/QxwMxIlOOq71lvajQTg8eL2D5X95kHcBgnzQXqrZ0JlbUUlYwGU8503UUOcef5foz4OuZrk3C/r9xeX1mWC9eH63ke/+TjTxXFn9Fp/mJmFXLC8VhnYBdz1Qt6mLwMRD0Ux9BI0qR7LU0D1HFKUbaChMA8TUyXK5Ii9bhzmo1WmmdGCOyl0n3AXRzRRULzxKZB62NPrOsLtXpiXIArnu8Yo+qSfooM7xT48f4MGtu27UxjO6zv31+wYBe0jRDw1uUdXeHxc3qIxjkqH2j10QUej6PAHs/9vmM9LKiOYnmM20fB1EyTSANqbpQ905oWgdHVmXwKmvms4WadnFVJU6ou42tVkKAVlW862y276EiS2FDHILzg+ltneyz9scJPa1Ark12ELTfLI7J8F4HRjLd3HFMby46/AyK968+d1LCDRiJ6k9mLBngdapzb7cYA5suFp8uFnAu39a6Jh11dobzAaAaSiGqfXQgMJ7RcaEM9AwZDnYSWCRcCtTZzLMqKdMeIC4HrvPB6v2t+TVVJaZxmdTPvnXK/UZoBkUvEJ0/bK6NB6UWZAQh1VCY/Ix6QgduNotQ7D2Yp13JhNPXRjN7jYqBXBUKHGQPX4zzxnup0FTAvi2qjzX1J3Zga3bi8eVcbMvGOYasHlRxq4Smt0W43CzUL1ilixV3BnFqKyYjHGVF8TFfumARERQiHRdq+7zqxOK8o9fuUwz/XJf7fawcpJyte3YfNXr8aX8pcir33ODugOuboLgWnORg+hLedJN12QMqrbKVQxlCzgHkyCpCpU5yjuohEQZpKEZvXXc66Zz59Wvn4EeY5qmeiXRyMZk4oBQnziRgDZ5d3FKxjfD6K2lEIj07w/b7w+Pgx4FKP0dNOluPf3hxteu9nx/h+j7lt2zsuYDxfzwEGgY7/l8uFXtVVZvCWSBdiZGLiMTmcu3K/O/Zds7VbC5QyNErWzXR31wjYIXSv1JPeOiMq3aqJZmcfrjE4RwSwC7KXjnsnHTvS75wZ5vZeT1dr791JZm6l6mhr3L8Y9AZx6ze9yN6GC+20x6CYNvqQNRaTJoo5DIEwTRPrtitSOyy/h4E33l8HCwdTlclxzA6DDlDUt7Z8Zrs0gZ6HGjqL4J2oaUnpCtqgrvjDulFBtcjby8tJqnfBE0QYSc0dStnpt2Jk7LfCkvddTXqNilSse6v97fqQE4TS0fkApELQm8yeM9GmlEPXvq0rfWQYKvuMKSmdq9v74iZzhLex13atJese8uCqgjZEnXEqnIJRtY6Mcxl2IzIQKc4zKSU7n5PKMo9699cUxl+8g/xzv1/gcrnw8HDVhXNrp3xMc0vQE85GqZPIO9Q+3jmHTwoUHGx8cRZHWTV/t4tTSyqflP47htIanGOEQJkzhcLeN9wQogu00Gihcb83Xl4Kj4+R63XBu5lBJ+eNtr7CtOPj9Sw6R2E6ipg3IvIfQ7CPIvd+RD6+7xidj6+Vw+rrXeE8nuM8lO+e/7gDH6DO8buO4n10oT/uYmV0hG4dG0wpcA0zyc+UkrjfG/f7oPcZmBl9gTHhosNFJQTXUUza1qiuUcWMK1Ck1ZeqK453r1l8oDpzeAGdAlxF+jjRUuc1VKp1y0ARYVQ1S2i1nl0kQS8q773l39iO26lEsXeLcgj+zJ5xTgg+0Vqn3FctQjGp3DGG01BDFFKHoX6U1W7YzpzIfYgMBtXYDKpG0ZjVc/weXeNYs7PMa518pClZPnh11BlNC9doNv2Ajr0pqVLHB6LXjrWZ6Yd6Keo531tlrZUpJUXSa32nYtF4g+NvUV26ErkdSrIvWRMFR4oKONnqJKbD4d6e24Atu6/oTQ0QG7lrztShnEcnum88Ndei1zN+6N7UGgVn+ebdvF97H9SqK5i2tFMIoLZnfwHP8X0h/HFR/At5kn/7AvkXFGdB3VuWy4V+xFPWapoGo7TUqp6BQ5fYR5zkGGYtdSzImxVVhDEaXVS7HLzXscZ76uFMcnR4oidnlszaV7xTa3rXHakmaBfudyHnxMePH1mWL8ius9WdXjPUrGhkf5Mavi+SKSVznNEu7ihSrTVVcLxDV8+7qnWeB6DyUxGXx9eP/77f7z8oyCfy1zvrup7j+TRNPyjOR/EdrSJFVRTSKzTV7abg6C3w8tL5/vs7r68ztSZErnj/BFyooeIu6jJTpVGk0EKnhUbxVZ2T0lAH76HWa6qzf3O8diGwbTsy1OyhtIrrHS/aSU7ThBswnNcb5DtuJ+fkoAUo79kKnxbGgxqiZGidOHwwR3AzwZiWdAI/tGaWX5pnM0RVHK0r+NK6JXEqofCkm2n99MhQ5La0amc5puhw52Xh7SMYgsvouN65Xi6Ic9y3jZo1hG5yTlMe+1DJrHN0yfh5JjlH9zBGpw+hoRxM17WDL62du7xgxGtdYx2xBlgTYmCwV6BERDTkDF2XlKq+pdMya+deK9ue1bVHFBmv9bD7c0QfzjiH3sdZHGUMQlAvTgH1lZSgNn02LXnvENF96eiDLroyud/veOd4enriw4ePdk39qQLz42L4vlD+PAL5LzJii8A0z0xpopbKer/TWjeAJtiOgZMA7r07s3G73WkwUKOWqgtq73EhEpzQq8rU+r7h5pm4XHDRfBpFGCL4MQiz18iAonf+ra8UVxjtipMr3ldSKizzVzj3mc11vO/gTLJl3d8BqLyn8Oz7fhbBY2l9SP9CCOdC+gBTjruj9wo6HD9/fO/RHR57xRDCybN8D/oc6h54o/0cX9djLz/oJqUXkgguCM1DbZlaV8JSGeORl5fG73+/cbtN7HugVc0TbxKofqdPneVxoU2VTVay7Gx5Y592uEC6RKRxHisfVeZWTVbo+iAGzzLNbLcb+72e6xVBu8q873oOOC1KCs4ooTzvu+7Hju7S/um1U1CA76CxyAGWWEh9bdoNHuO1C5qSWXs1tYzlaXcLasOKQIrENKmssFXWbSekN9s7Nd9Rd6BeG87rSd9rZcSIF5WHDrGs7npX3XlKOM1XgD5I80y2zvtglAKMfVNnHPubHZxO4dWyu72BQqqIUZPaFAJlaAE9KHUiKH3OkHnvlURfalXTaW9qmN4JyehkdhMutZ2uSQ4NRBu9cL0sPD498fr8TC1Zr8XekG4juWgxP0nryEkBUucg7aKjM4pcreSSWdftxCr+aPvwp8bp94XxFxmxf+YOdPRBKW/0FO9V8aD/raTfvGecE/WOa832SaJSQ4w6YzuPYcmDfQzwlaEGjvRcwO3svTFCwM26s/NR5VqFQnBRNa2usctO70+Uknh9HXz+rFI0P99JqZN7oZUNyopEBWgOIOWw+t9NpvZjcrjmpeznyHsUrXmezyJ2GFwc+8XL5XK6mRzfc/zssX88AKHjeVN6y8U+iOUHsn7Yrx3PEZ0jBUGFseoO8zQvfPnQ+fTpA7VissuJWhL3VcgZSiz0ubOjhOs1bmxuYx0bxRUkCYRBa4VwjJAhUO53yrYRnDCFCLWx7906Cj2NVIGh7/m6rrSqofXeKSH7ulyIMfJaXn+A0OuubNPjjnaIAFOauG8rtRTzPHTniFaLqkWGAF3OfW6plcuxy7POcoA5/NjYbkWi1kowQ9043oQQIrrOcaIy2QbkbdWtUFcbPYfy/LbbK3k1GarXMVVaw9n7JP2IJNALrXWdutI8AYpQA9AbZWs073T8F6GVzN4a0cbm1tVbVUTOWNeQop2H+lrX+50hwpQm3CwUcykqxWhO9oHojSDvGzXvtoYoXC8XvOELzusOOTfN3XbBSPlGyxPUUPkAXHrXdYSI5VLFyBgHS8QyaX5cIX9ucfyH8iB/LkAkYotysbuy7nJE+tnd+OHP4PLezWsQyLkzKDjv3/hYIoh3J/rlglfZl6hlU61FF+3hiLEcSnQNIMnhkkOq0PbGrdyYXifmCX7/+5XWnoHG//akfn21F1rbGGWDMP/AmOJAlY9u7via/slyXsjvEekDAf+xDPHYOR4F9XiO9yDQe1BojHGqed5rvY/HgZKDIt6Xy0UL8fqZ7fUzcn8m9sLDHPhiWhh98PIC2+ZJ6ZGcv6T3B1q7su2Ozd1U64tK27JkilNde/MVSc668aZRqa0itUFv6t6CggXDuoq879AOtF81ySVnSvCnWsbxtqMFjWp1B70Gfa73nfnhG+mjP5MNa2vUeoBmjmmeTp5kMVqR2Dl3v9/BecQrKFFqo+Zdkw+dpyu7Vv0ljQIGagF23DRLKRxsPe80D7zuu04xzrFYYt+2rroKMBBLvNP4kK4ItJrzqsGtpMj1cqUbCOecI9tE4UM05+6O2F6xYkKMobSeYbLY43FMNq2WMz5BRNTAuDWlevlAa/mUKXoxCMUkg8NwgG7SzP7yogFcigIZgdyUXaMTxJt009IOcz5vjJKiJppaFVQurIKzR+PxhxXyD2vMX/S5P/P47xfIvwo9104gpcTYNWJTlQc6Ip0kZ1Girvcqc6oln2a50tT04HB/drZzDCkh3pNbU9kaZlprdv8YEjlapYxMlMBIHZrgdjmlh7lEts2xbY6cZ4SFjw8TEgLPo1DKHZaPAGexey8XPE6G95zI9zvCg0MJnNzJUy/t30xHD47je231ceG9dwr6YyP0sa98T+05Os/jtY26qe66bkSpxLFT1lf+8z87//EfnefnL+j9Eec+Iu4B4QNtauSQ2d1OdYXN7exjJ0tWNkBoBC+EJdBvWSeFbcd31WE71NJsrRU/BtEH0+DqhV1GZrfR8Xq54Mag7Pl8/aVazkp9CyY7unUYyq09xkDrquflwjQ5xr6Ri95gg+2DEbHO0BzOnWXRDKOvDHeirV1bLw7D3mleiKOz53yuRY6b4+HmVOw9FAMnmjEJxHt6MPlfVT9GRH0Xm9nCOft/ce4kd9Mam43wLWd9/0NAuobaeRQFPww+Rjen8+PyM9DGB+VgHjfU1gflviK2NxwoO+P4udrU3PakXtV2EsbTNFHGTjdCfzWNvtjvwm6EMoZyWw0kc077aO/1GLcjSkXeOMS9dUIMGs/r/dm5vpWTP8V5dH/4PT+DOP7XFci/jlJkP3t0VMdezHaJVhRPXfahiIcz+PwYBw4aQDj0mSEiQe+y7nj+cbwhMIWAhKgGAmPoiZYL/XZHhjDLTPWVHIzcehVqvlDKhVKeyLmRc+XJVVpo7G2nlVfIr7R4PdcE7/0gf8w5PC5gEWGeZ+Z5Pi+gQ2HzY6cfeLNJO7rD4/e8N6eAd9pZ3ojk71/D+472JKOvn3HlRhg7ky88SCO1ysvvPvGv/5r49tuFnBd6f2RdZ0p5JNeZPH2mpEKfGiVWis9kn+lzhyC00KiukLLQS6HtmV5svEJvTr1UaPU05GhZJWe9NUpR/895mojmynOeC7VpZMN4k6h574lJk/+q7aXhDdU+bhjuCLm3k9i7o2vXNL0zuN6+z4k3ezudXw4FSG2NbiTyI2d7s5gPbyowtU+D0TXm4eigjr9RxMCKPVPJZ/HAiuPx+lvX/z9YB94IWevrC2ma9QZs653aNO5CnCMGdVM/zq1jP6nWYv0HN1yxdQBA6xr965ya1SqzRMO23rKshz2HFl/pgxicadmV9C1DaT7juIyVvnDuShuNMSzYwYCxTj89JZ07NpP6e3rTcyBYVvdlWWz//Edszf5UwXwXXfuXPP7yAvnfKYrnc7w9yVH0VG41ftAdqY66vYEg403jGcz4NKTEPM109KIYWUckl7PuHtE7kBddmKvGNNNDgJS0WDpHDpnN7fiub25wQbuj5ysxXtn3K/d75tOnV6b5/4KvZ6bgqD2St090SeoraJ3DMfJovnQ7/97j4jsI3SmlH4A873XZR7F7D+YcI/jxnIfv4VF4jz3l8RqO7z2K9oGeH+i19EJ5+S/8/XfM/ZXHULhKpW/PfP/9wv2+sO9fUspHan3i86cL2/bEOq1sYWOfNtqlM+ZODoV2achFNAJgVMq6Kmdw3aAUvGYxWNdaCWLF33bHzcbCo7vpTZfzZdvI+04z8KkOFRVwFDMraM1G6qOLRESzzJf57LYH2r2A7gAV9NKbbK5qi6YXoZpopCkhPpihhHVTzniYQzvIQ3N/Upfg3Jcd1KvDG+BY7XT7txtvg6I/wsLsXPde6UDrqnZozW6GyZqCtVbc6LihdKCas6pfRqcjROcR8Yym3o69d/K2IVZonfCDc0/PMXeuF2pVhdtx6UsILJcLo3fKvtMAN5yCKqI6+iBCmpKyFeAs/A6PY5yOXbVkcw86SsthODOsQ9QMqDEGdLvR9zd11LzMfPHFF9xud3Vw/zs+/nEo9g9aYiX2xphY143aqt7xvKPkcmZQKL9rGLrm3tBNOXIx1FRgz5nOsYtUiZd4j0uR4DwYcvdmlWSFxQn+Gqivlc2pgW4JmZUVGcLSvqS3yvPzyr/+6866fs83/Bvhq8Q8TYzyGcIE11+dyPF7ueD7Ufl98VvX9SRzn2iyvGUOw9vO8D2xHDiL4DRN54j9Xmt9gDPHmuIorAe67Zyjlx3u38L2CbbvmePKIjv15Xf8X/9r4z//c+F2+4JSvibvX7Dnj/T+gb4I4zqorlJSZVw68qhphDlmdr+T3c6oBSlKJzlceKhqyurHwGlUoY7CRUn9h+X+0XLoftI4rxYk5cR4jMUAEHPOoY5T4ua9Mz9I3XHpqSfnezPA9t1Yp3hIPHUsR9TGyzV1HV+mmeCE+7qqm41/i4IoRQnjyzIzp4lmaLqeb3bjHqoAoqlk0ol6BjA0QrXlfFKSvFGHTh5wqaSDlG1FsuXCbscs27kR7Eah3oqBvWQthk7H5hDjGXvgj/24yXWzmVPouabnX0qquiqlnu8B5/nJydiQMSj7zu31lVYL+IAbKk90CClN2rkaXzPFiKTIrVagv/EsRai1ULPuF9V+UzGGIUrUd8ZHHRbxcL1e9f3Nf6rm/Gi8/pndI/wjCuRPvBgf/NnRbOumC/WmduvHiXqQgN/Q4IYbnhB0VNn2XXcdh+GpD4aqmfMPanSxPVeIET/ZUtsHKhrIRFNttvcev6hdVt6z6au/pLWd+/1bYGGaZq7f/QePywceLh+YF2H1lVu5Ubn+wCDi/cj7HsU++IiHV+TxOLrA94Xyx4Xx+DjQ6ff67WOMPgrwewAHFNCIMaqx7P6Jev+O1G5cQuUhFGT/xPffVr7/PrDvX5LzR7btkfvtwrbNZBGe3Sdu9cZ2WamXwpihxcaQzpg6smhinnRzHBoa0nWs1N0YTCFS3iPKoqqoUZt5BmqnIcalG6MzT8mIy4czzDDalKo6VCBQbFSLhKgRAc6py86wgCm1z3MGsrx5Px5KmGMMBB1ve2/c1/uJViMo1ciLRiaAKXz8OfLXo8NPkYf5SsnlJKk787Xs9R1PEgM6RAjiAOUFK/9Q98VyFHZDeUspUBuYZNMZTUdGx+G0e/RKhZOmx3WKiVwrrWiwVopRixa2327NZLt6j5qmmXmGfdvJeWfbFaHO+6bGuD6QolJ8lsuFsu1KTLdzE6NvHbvMVisyIAWVKx7MBDEUP3iPm+T8+cqPOu+h438uWeWk/m3v/vd8/P0K5J+p0koAvfHy8syWlSpyFENnbh6Dcbb8vR/JdzYu5KxZFwx1NjYARrye+GJI9p4LzemzHRZYMYST31a3HRHosSPBMbkZ2YUxD+qayPkB554Y4wty/sjt8/8Pt/wGPz0yzw/48MBgZ5MLzkbbo4i9jz84Hu93jIfccozBtm0nsfnwwzu6wjcfvDeg5xjXj050MpeW96DOjwttaw3u3xLqK9epc0mRpQR4feXb337Hf/yH4/n5ifv9wv1+ZV0f9aME8sOd1et4nadCjYV97Ko3nncymVozUitSK8k7+lZ0kV8rI2uSYS5Vd5C1/mBR33LR98b7kwIjcHIUBeu2S7E0Qr0ZqclBRFxiva9Uo0jttqI4uuZpmgyAOZLxYNt3ejHzXoa9Hm+SQTuNOZyUhnUkw2ho/uz8aymW3z3OHXjZs2Z52/MqyKA0rhjCCdQA7/aP2m32qp11580HFcyBWwQx3qHzjnm5gMBeCmK5OucIbzzDYaojb3//cTPW6/DNO/RQK2Eih8ONXm9I2QxODPwrlVbUfi54R/UCbeAtE6oY8BiD5ll3gdH0up2nWeWWpdCrAmHvM2aGFUTvj67Rakat5H1n2zbWbT3XJX/Px9+QB/nzlpS6K+Fsg1Wf2c0jULsAcZ5qI0AI4TTPPZzGFaDxhBCVc2UjaUdwTXmQR25MN9PdljPdCVkcPSVcjLSpUWpmLXdijzSn42gg0D9P9P5ATF+xbd/y8vIdMf07YVoI00L0kac5MaVKCRf2qh3cUZjeXEnc+f8HMDNNE9M0nZrr9+ALvOm535tYtPbmWnOM50cxfm9+8ePiLCLU598i99+RZOdpaqS60m7/xe0//7/89rcXvv/+gZy/ppSv2bcv2dYvKO0j/TGTp0wJhXEd+CfPuA6a3Lm1G4XCCJ2RdTQN6MWg6KV26UfGSWsVZyOkkzfOI07fKzkQXCvwwwxHEC0ch5ZcxDG6RZc6sxXzSu/pJvM7zRBSPC+6McwNygdSUpuubvxCZ8YnxwrHO1WJHyNxSFpExECFaZpOxchRsI+MFYectJmDG+iGuTAh1D5MZXN0SFrUgvPq+C6mw7cdoz+YCqJUIf3IVOeVZlQKISaw49zthvJecvpe19+sS+3293qv424XLcTNgJ3jPAw+nJEKekNQsxLGoIrQi+4d/RHZGiN50/dLKV26Oml9qF2h9wz0dXrn8dFZDo3GPxyOSD7YysgK88AO2Y8mpD9eZPoPOZB/xeO/VyB/ZlE8fsZZ4NbRGenndQRNMSltxxmnzPYe3gTtuojHskrU8NYFb+i0oXPHHgs13hXvNEPbLpp6XylevQcTFxBHm9TyngY+evakipexzvDygA+PiHyBc18TQsX5/8Xog8femb5WFLEgyHBk1I3l/S7wIJKfIIm8abGPgniMzu8LJHAW0ONzxyj9vps8Lobj8R41d6Ph12/p9/8k1mceQiblTPn07zz/+/+L3/7myqdPT+z7/6DWf6GWr8j5K7b9a8pjpj5WctACuS+qkGmL2rSWmsmp8BASvWpX0Lo6uUs1nXU95INacIITmlNlSeuCmBVd8MqJ6+dYZkYgOWtHaWuUIyzq2M93+5kYk5HDh9Wbfu4l21EgRfdycdJoARiacyOq+26G2p7HeRjdp3eEaGYoR5iYRRc0M1NpqrjxThHf1nXvx1BjClonxnBKDA/qTfAB7Ph4bx0xqh9XiaBG4orRwnpvWrRF2LdNr0N3qHO0S6ytkVuh2g3Ch8DBPD6MhHM71lkd79QEojYFzAT1UOUwj8G4uSKnIcywfWstegNRtHrgbY85mnX8TTXzwWJ2Sy2G7psPgRuWjhiotnsWwTT0ikMcN58UE5flwnq5vNWOP/cYRt7v42d7Q/68AvnXFMQ/+Dn5Qbd0LLad9yyXyzli5l3H7mq7GHGOQX3rxvybSkVEzIH4yOk1jbPtsNywjIuji2Ooc/VAP5yjpcN+DNykFvHDKSBx+/YJ7ze8v5FS5fUV4Hf0+v+m1cxjzSytEC9fcXULYzhet0aWieEmsCyUc1Vg4/FB33kvCTzuij8Yi+FdIFX8QeEFTgrPceyOz/d8p23PTGMl9VcSz1ziytRe2b/7Lc+//T/4zW8ufPr0Jff7/6SUX9PqN7y8fGTPvyI/3NkuG2UubGFljSu3aB0jnWxUn1gHkwild7b7nZ7zqTlu+8bYC9hF5oYu5xGhtM5eNN6VoQFc7UBPD/4cGKIp53okRnX41hjYtx1tTJHWjt2smjB0OY65M9Cik/eNkjPL9XIer+DV2r/1brs6s02LESTRc9bC4TTmtbWON/9LFwO+OfbWabVbAqA+b+XNQQez5WO828uihaMPRXLrrtPAFCPbpsR6L9rZtpIVfMSUJ3bcxhC8swJ4ABlD96UHp/rgIlbAh0FIiRQje8n2/ceoq+O4s+4Ze7+coFJer65CzaYBNcl1mkAJ52pERLgsF3bRYz36G7f5WDGclmcm3lBHpmj2aoakH++xgTXeO5Zl4eHh8acL5FEQf+rx577+7vEzaD4/szj+me8vtVJr0/1hmk7ybyn1pBgMsfQ7d5jUavfZe9NsjuPiQJfo+Y+h2UG/f1/v+N5wMenFKkIUwfVOXVd6jLhppo3Kuq7Ea4BwVQrDvlPrvyDiqTVS68wYX9L7t9z/639R88bt+TuWL/93pg+/4jE9IL1T3UwugeYCSKBldWceOOreKe9GhDE0De9cPht4QW3E+XKOWMce8n2necQrBCfk7Zm6vVLXF6TcmHznMRQubmfiM/31v/j8+3/j+//6xPPzB56ff0Up/zut/Zpt/ZKX1weenz9QHne2y8Z9ubGljXtc2dNGWTJ1qfSHjp/gIU+0trI+f6bcrDiOwRSCGizsRS2wugIADgVkkg/4NMhHdzZ099iKopneO6Y0KcARIq2+8UVjjBoJivkNGuJZ9t0+FxHXDHyo7PsgpnSi1yon7GzrarZlXgnquZzxtLUbTac11We3ijRFlKdpVrWWcSnTrIyCbt1X76rWEVDg5ACMbHfuvSd6bxNPs+Q/4f76Qu/9vBGOVtmL6a1Fx/uOum6LU9Ned+xDa+H+Ws29SHmccUos00SuRQ0v6ObQXym24rnMs9KbunWLY5zIe/Aa0aDa9cP30oLSRGWIBxF9tH521Q4FkqYYTQ6rmvReixZSseTPdmRPOWrVoLVoOIFzxrkM2E1T/RLu9zvbrh4Ef05MoxeWjdl/ZRf5j99BiphCwRAqecvFre2NuOpsuXsUBBHLunAOh8f3cUoNVaOpoe96x7f8DefseKh65rwT54bEgIxB3TbcshBiYLjOJps+v3iCC0xxwj8Ebi+V8N0HGHdScqxrIudOjDeu7Xfs9xfuz9+zfPiG68f/wcPTV8TZsbfGWla23ClF3aRLbQok2d9+3FWz6VwlBBBPzTviAoErISSwEVVax9eK62r/pjnUjkaj7q/07RVX7lyS8PXDzMzO+t2/8fz9v3P/7j/49L3jdvvI7fYlr6/fkPOvKOUb1vtXbOsT+eGV/JDZpo37tFLmzLh2wiXQ/WALm3Yza6XvmbZtjJIJfTB7f2bO9KyjFKZ6Okj+Je/4NDHFSHTy1iUMHSPVCmycY9gYb4Rn57x2JOPwEfTnCu9UNN1XfFQ39NYsaTJGzVqRI85CHXoO3X9rjVwLal+m+0eEc2WAaMH2tgaouVN7494a7tXbSK8jczRfRefciaYfF6gcvMt912OjzREx6PlYso2ureHF4bxQi64zjuc7OJOtFo3LNRlemib1gKyN2iqaSfZGz9G4VZXcBlHSdohRY17N2V/QzrO1RmlazB1CB7Z1VZDL2Ad4p9Odvf6aMyUXGFCzUo1m4/E6zWKAob6s/WAqdGcF9w3Xd0ZIL7loEeVYNwnbtnF7vZ3qu598/CVd5F/w+MfsIH8gFudEazna+NNb7k2mdyCQA2y8ViBnNKNrOKF3saJhOuvD689Zop44Sldi6nAOZ1SDGAN+mhUQaBU3NL+jj0FfBrUVbvlGr42pzVzCQrgE6vol21Z4ftaiHMKNGNVF/Fq/Y2r/yppf6dszoW9cfSPGRQ0hpLFLZcsZZ7nArar2d4hDonLIUkokpwqJ/XZHfIB2oftIG5rvrYRiy+4xY2Vah7px8YO0VOIiRKmE/Xfsr9/y3b/+f9g+f+J+/8C6fqE7xk2LZKtfkcvXvN4fePUvrGnlJje2+P8n7s/W47iSbEF4me3BPQIgSCkra+rum9Pv/0z/+bumzNTEAYhw35P1xbLtEYRIpaTMqg59/AgCEIYId9tmtqYr2rnBHg22AuPRSFAcA+N5R9s2otOlAL6Xi462t31HrwXBA58C3HXGBnKMsNGx7821vMN1yQt04Z72ermglAoVHDZb1mk9tvnFnfPNDDjndFyOtXqn4nEYIsIJpVbuvgGIBqSIQ8tPRU/G6eGMvKz49PyMvZTDxUcDR3wbht6LUxXFARiugWKgM/akzYxORVAIAVEDkexE+pAKvPDYMYIHVSBFN17xpEZRT0d0PmUw79pcOuingwrNHrq5jZy6dNJ3rxx/ATiXUpLb//UO8Q56osIhBFe00CxChV1kc9At+u689OYdI+NaJ91OhvFAKqThLZnMku7GMiEx+kKF3WKr1bmQDaU1jOH7Xe9GpykyqYF6x/D4dUXub+ki//t2kF9Dj4RJcJQJEnl01i5I4HYeo5Nc4SeLCs3Eh2chM0xJAH9R8kIPxnogwrSDn8jowM2pGiK8McuO3iMkbKQIiQBLQIkFkmjCOtKADGDRFSUUvHz8llSFtWBZO04ngyozbICfEPbv0S8/QfYP2N7/F/LDO8T1ATkuSBqx6MBIQKkN13pF7eSUWeNNLHmB8c5FKo7clQTEzH1P542TU0aUiCCBsaSjIejAOQHRKsb+jO3Tj/jw/juUj9/hpx8anp//cHAcSyEQs29/QCn/hL2/wfPyCR/lI9racF0vuC4beu4YuaPmhn3suMoz2uUKlII4iDgiBJKBfa8EVagxhlcCOw54kuBoFYujrXUv3g06gNMbVg+GskEiNWlenmnilyD/cGSv9eZSdB+H21o/lCC0+GdEBzXBBg2+u27dd2ZOVB/sXIOKxww7uR68p4obRhhA1x0HZEJyKhaE47jf1GI4FDbDOYmluMJEPHtd1KV1SgI9fIfZcaDWAu4R6wT47jTJYwz0aphO3XlZ4SgPuZK+w11iBOQmua1OOE+uzVezufA9gJGBSo8DDdDoh48DXwLxuA0+1zGSiYCJ0HsDUivv32lMMuN3NZCvOp2bxqBaZoAHiAhdmebPJCIIiVLO63almc0vPb7URd4XyV/x+PvtIL9aEH/+/4lSRhVTohM4iFhNfTat7AVt9Ju2WtXRND0AmEN54EV0WtwDvreAIaTkLwj1qaZKbmRr0GXhTmXfjy5ijIGiipEMOPNGjKFgKxs+6Sfsl4z04RvUqjA8wIwmsiIPKIfta+MAAOJeSURBVOUdUnoPvTyjXH5CCP+OfD7j/OYd1vMbpPWMnFdozIi1IloDAtHtfS943l4QKh2qBUAwg2hEGAkozqgTIEvGEhaOH43jScBACkC4NNTrR7y8/w4ff/wRHz4ApTzh5eUtXl7eYtveYd/fYt+e0Ps/4uXlj9gk47q+x0t+wTVdMZ466lKxpSv2VGBxoGrFtb9gbBukVAQzj9n119jsCHef64zgN7c5YXw0LuUR7QBhZqdSKgnJrRR3eOmHdjmoshuCo8veQavIoT8evSOnBI0+pjkpe3eKkHlkAwDUWhBGRB8kduugY8+Us6WanTcuHl0Q0UYnmd27tWGzEyMCm+YBK4JoAaYkgx+qIOuoO/dvvVYnjt8iYg8U2EfQGXJFALIRhRY5TIM1xAO8HGZovvcc3TNdfIKalBmBISpdyYeBedq+YxV/XuH0JDHasLXWGNng9J7FEyb3bcPwaQGuckFQHhZ+P6IzDrjVgr3tnlTIXfvMndJZJFNGR4Wu3on2Gz2Ht/MNuDwmSxcVHI/59tcK4j3l578FpPnS4zcUxVtL63u3EB1IEaKAox/cQZVZ9MzpHjx5VbnzUC+qMaWDJ1V2Ov3EFB0V7m53RcQuZkqaynRXiRFxWXjSj8Hu53JB23fUGNG9c1QRhKS4bBeM0bGsK1as0P4N4vUf0doZtTyilDc4n5+xrheoPmPbPiKEZ+inZ7z//gUpfcK6Cp6ezkhpIEbBmhPysiK1jMUadDwjICCGxYECQ9aMqIvbd5GIm3oCXgau1wtG95sOHX0IXl4inp8HPnwIuF7/FWZPMHuHl5c3eH5+g1JYHC+XFdv+DfZTw+X0Htflgn3ZMU4D9VxxyVc8hxfUpcIWQ28bUAqS34DSO1ArpXJjALUhOinaOg2CZTDFjkgtxyXutFw7PjrNKFRQh906Pd9tpZgwPPqVxfLGYuiNNxjt41gA+6DSCn7zDgNK2X0lw7XN6DNJcziFTLw7MxgazD0hD1dw4U3daoOlGw2ttYbrtpGbWcpxfcp0T5+KklnkfOyOMXreCw8BouXOYww3j0QbAxHcN3L8JmJuZtjL7sj/TX6pne7jBpK44+QMlwpJVJjt1ytXA96MRLhzUb+lR8Lvy6gBpsMjTHjApdMJOUSMEGgUURu7xujhb7WiVzvkg+wk/V4Epzl4Fz4pQiMwlldCQNYIcztARkXgAKCOTt2nBB4YX6g/XyqU90Vy1q3/lh3kL5Euf7Eo3n1c3M7pGI1XLCtT3XjT2PECMgtbIVLcHLfDrPmCPgGdJ9xkHStuDkEpJSRRxmz2BiuuZfWTOqgeEi6AMqYuCuQMhUFTwnW9MkUuExUs+46Hpw6sgFZFKyvi8x/wZn0C8B7X6/cQ+YR1veDx8Z9xPje09iPG+AiRghg7Pn5cAGwIwZBzcGcft93Cm0O9oErUrkauBmpTmFWQ40cj2ZeXHWNwF7ttit4jWsswe0IpK0rJ6J2ORJfLA2r5A/byFvv+gBoGns/P6E8d46ljnAZ66Ci54qfxE656wZZ22NIQiqFdr4gA1hjR9h3l8oK+c6xG67TaAsj52wtaq1BHrWEsSjN4oI6Kst1FjIogLJnXRutHVwl/nVaXiO77jpeXC0dknyjQzRUX3NeZDaRIwxAyI+TYUeaUMaIhDdrjlVoQ3TzEwBVH959JHEwU8EYf3fmUtSAoO8s1Z3ofVrqKq696lnWFWqQeGvw6o3tHXBs0BrD19lvEjEU2UEQwvPiL3zYpRf+ebvdW63GDt1pghRNWChExOiDdyZWsrcE2u9vlu3lJToAoHh7O7vV4Y5Bsl8vRrdEAA0AfaLubhEAQRCni6DwgJnWH+1iaauh07DIWxxgU3RhxS+I5D8Vai2fRuD47BN9z8nm/93PNOSMvK+OBfw0IMz/n/t+/gUD+G0bs39Mtvvq4v00Gv3vcBY4Iu0uT2BVy+d4ardZD8MhKL6CHombYbR8Fw9SmHgYNU7Os5DUeoe9ChUIrhfLAYegqR5TrIkQ9e1BYHtjqjtEMp6cV4RLQpGPHjlM44TE+ItZHlA8niESIPOCaN+xbxeW8wWxFjN8ihA6RHVR2NZg1AA2qhhgJXFGLPaDqNlGiWBZKEVvjHwAwC+j9iSc+IloLKGVgjBN6XyHyiH3P2LaA3h+wbw/Ytjeo9RuU0NHWC/AIOoKfNtSHipd4wUUvwNnQULHrDiwDCxQKEn57q9hF0a4X1OtGYGaY70AdcGoN3c1P09T8NsbFjtbQPI3QvBNlZjWv35wCNArMaDDC159k8ZTomN5qRUwJzfNVaK7gnL5S0ErD+XyGuSQ1hngAR+aFqo87rqlPHzp9GfsgOixM1bMxjgLHfSk1/Br0kDymnMk+AFhMp4IFrvrynzN4EZvSv7nyU52dEdU8KVFNpkFxvVALHjSg14aQOF6GQHDSHCTqgzzQmPJx+40xKOv0e4/KIDuAnVo2bMIAPfXblplB3C2LNxPmRPj5mkyeqpB5z4na9dcTse+tI2Z2vVT9NBrRuELH5n06uNesxu53Ni8zcmPa4Q0fywWUbd6bUf/i4/U4/bqb/CuP3z9i/47COIvsRJpr63i5XLDtO0plcUx5OWgXDEwaxz6F2cJ2xC+QSiEuM7u5ec9si+Evoo0OU+HS23cko1Ps31HRpQEhYjmfsOTMrJBtA5YFFgYuQs9DWRhTGlNEhcdFRKBLR+oJaX+HjHcY2wWlPGPbLliWJ+RcEdNACA21bmhtg8hASgIREppjnM/Xzflb1fepvWOME6YkbAzFuq4Yg2/XqihloPcFvS3oY0VrDxhjxegrLpcVZUS0x4Y97djTjr502HmgnAsu8cL9atoRckAJFcM6lmHISnR0CYFFcNvQth1onSOaAA+nE8r1wowcL5p5yVxpXDdXb9zS/K6bj4C4hZa1UmAj3fJUcMvYaY1mupMvuC4Zl8uF7kXu6Vg8vzn66DV6p8LFBmJa0FpHGfWQBE4xgYTotBOO3JS7db/m5EhVtBDQ/JqyEY6CN3evKhMMIimaChCi8xgTaOoIKaF3z4d2EAlGNLn1fnhCzt1rThnbtqF2HgihzuLgvFjvyudOboIdMSfkSKWQ88YRfZfanW9KGefuBwifM4VgzQumzHPYOJ4vGwNJFaZUpjXl67Mu+eaJ6vfl6INTxMQQZLr0+GvjtK2ggnUhD/pwEZ+HDY7tI7tugydGVkpEf2WR+2qR/BWP314gf8MofXvfne2Qo8+l9YPAakqzzbSuR+5xrY2eczFBfORB5zJ+OACgQY/lNWVd4mM4MJ9a5mpPh51JI+JJOXz0G6IIi0CN2cV9N+x7gdYK5IwKoOXFtbcGS4AWxXW/AhXY+4bUM1ZZkVpCqAlx/6NTQQrGKNDaYFbR2wUiHSl10EN2oNVtgsHkrKlAlRfaNESYI09KCa0ayp4wLMCGojXDtgGtB9g4odQMGyeYndGCoa4Vdd2x5Q1tqaipoqYGeQAu6YqP8gkXeYGdDPJG0K4bcOUivgFAaxg7HcGtNlilF2GKCVEocdtqxfBM4zUlrDkdCDVHRTvcWaZczWDsJHXmw0z3arl5EYo6oOOjncf73m4h7qiHW5/R1NW9RgepIFP7Lk6r4dfldVhHQYyJRhUQaqFtoHd+Pw2KFAKzpn2PmDzzp3XSXqjfdvmnFwcyMjjKmmvEaWzRSC3TGYHKLqkdmnpP5AxTSz4IhvVJ1Zkdo5uhhJuEcD5nrbmj0ELlUW20XaPpRQAGVS/Jp7dWaPTLVp6cRpLDXV9ujqD3fsuldqbC7IDNWQpm4yhwUyE33ZQw7NYpCzXsAppuZM1oR8dNGlzOHs4WhquY3Fqv7M5KuNsjOlD41cdv+dy7x9+GYv9Sx/gLXmwDzsaPCevDGWlZOAYE8haLk3OJWCXMDAoTIpM0OKCaQIVjUfOA+SlngoGSQscj549ClJx7ldFpgBrEraRqQ7legZScCcCRUVJCTAn15E7VNXBNcB2w3RAQkGPBvu2QKsgxYz2vgD6itgfo9gbSBWYbhlUs2UCVVEMfxW/eecHbwafb3GkoRv6uXFSrj9MKkegd5EAp3EGOIKhSMfIAlme00DDWgZoLLnpFXxrGQpPbcRp4wTNewgvKUhEfHRXdrhCXgbXegdbQ9o1dfOuIE2k1QGJA3RraTree7MRjkqk9BF5uCXsGGhoA0/aLr8niOvUjf8fcEVwFZrShO8yAwXGS5gVO8nM6TW/u9q2KHBNqq9h3irajL+gm348ONpS4JV/rhBhIzO4dBrpiN+HInWNEV6YrAjiI7NyFdqcnscuMMfJ3GAZ1/Xj356C3BrvTNY+5b+QX5T4VLJo2Ovd1Nm8jFvkJXIp38VwP9IO3OLvtGCOsc5y3zq8Vcjr4n6NUDKkHmm59OAFcDiYCkXQHOG0HLB3Algh4MPr3nzLFSdMhss91RysVMXLtkpbFVy40zQgakJYM23e00lDREAZzslPycdvd5ZtTpcavLHI/e/yG/+/3jdi/ZpS+L4z3XaUoEALy+YTz0xsUG5AY0XePhzSDqSAvJ+S8EKFtDrSoIi4rF9f+ZNWyE2XTaairEAOVAe3O0Ru84eaOZBrSppiA6GDQGLDizkEaqOc15oQsZujlgnqKaLlhrSuNSAsQl4DQFP3S0a+DlBUr2LEjtYRRBkIPWOMKDODaFKiA2AIZK8fMwXTDYAG1Klpv2K4bEcrqlAfxnZN1pDVBVI7v05YdiDu6drTYaPS3AiN2FC3YAlMHW7oVyCI7trhjnAeiGLQ0lG3HuFyRAAQnBlvv0M7xcfEYg1ILKTQx+XNOKVpk64vLywtq2YmGBtcvtwpAvENxXiMAmOF0OqH3QZWNO+XEGI+OrI7KTmPJx94RwKG0MDX3cGSBoiFzQqwRL88v0EDLs96HW/UbROxwewrKg1sabioaR6irW/El/569tQNQ6jYQEA5HcwCuxCLFqdZyrAFm/Mb0sLTRUb3ITFcjM3BXJ3DHodv3bL2hw2WT0waw050ohYjS6vH7cB9LtY75c9wbv0d0PX+pEy2mNlycvtT2OznkXPfkDAVZAXWO8+NGKVpyJnOgNaLzAFK8TQKYE1sdjkYTWTfg6BrXdfV7XlBLwXXb0GrDaV0ObGH+7td9O5x//mrBu+c8/reaVbz+4q/H6Vej9M8K43x/YJHsZmTOi2D411YNiDljyQspAduG2smujzGQy2jjoPpIiNA4s2rs2H/YMIRIGpBMhLJPt283rFAFRocOgSrlXWMM9G1Dd+oJYkS0gf2jASlBTyfYWdHfNGhTbM9XxJXWaHYB6jNpRHVUWGSi4rgO6AjQk5B/1zr2C09KGQI1IrJlLUB3Mq52IOEwoBigibCIQIKwQAZBt4697dj7jrAoLHlRlIImDVgALMCmOy64oqUKWQVjGeg6MHpF7ANwQGSUgn69MlBs0JWn74XPTdmJ8htdwQOYVTJ6J3VFqaferhfmqpiROyeC0ndwMCZ5OKeEJWW/yXiorTkjKrNQaq3YC0Owcsqur2ZnNLvM3shgmJb8S16wuC768nI5qD3BJYk5JoQ1ouSE7cqohLxk5+dxpbFdr0jO95tGFjkvtzRKl/YFN4OdRhAC92oUddAoM1a4FJR9Owwz8rpAE9cPNNMdB9AouBlEiwl3mW2anPTD6YiosKKMTkBJfaIyw/XlcmTDzOyZlDInoFpRHTwKMWBNCTYIZJZtgyqzfaw3bPvG7tPXVet6wrJkqArKttNs2gZqHwDqQXPKObtKqqCM4h3sOFICYH6oZTYEOWVs18th5HI6nbCuC7Ztx369olYXEqji6ekJ67qS1zynh9f16HWxfE0I/7XqG3/8+gL5KwGYz4rj68I436eK2jtPIlWkZWGWjHrWc/Bs4lLp8aiuclBF86V4Nxyh5CJADhExJOpJM9HHaQRgYzgh1vdewyBO0J58ubaXYxfa94E6DCN40RU5aCwaAoLrva/YgYeIUzvhw/YRLTaEB8XpzRnDE+6SZYTHAHTgxV6AIQhDscmGEhnGtKYFIQRs40rycm2H76Ml3vwhBAx0bNuGIYaYA4aYF0mqXNIp4fz2AaXteKkX7GNHjx1hVfTYUSOjWUusgA4mCvZOonyrsMpdo5VyOD6jNeggQTo7sXm0ftiYbf3FF/sJQcmP2z3PHIPyshgCXXhidJMB8lNN+mGaO4zIMDr3sIdL0xjYtyvUEfHRO/ZtP0btPiV94GGUejq4hNx3EwHmnrqj7x21twPlrp7loireRdH+f0oF4bxCgY/ovhaYwGDviuu2HUYi7BB5o06QRhO7wBgDUsr49PEDOYyqLp3ltdjdBWjyJ8OdLyTBZ+PvphWPDw+IkVGvU+L5+PhI1Lt1f77p2N9KOVDbupGMP52KktOVeuf+NHnmE3OBxhF1UvYNtt1SMu9BqtbIBEh3aqJlyYeLuMbbaqSVwmblmWN1dMFIdKrRfC64Dhm4jhkw5vHNRhPt7brdpIZf6yJ/YzH80uNvA2l+aaT+anGk0B7KLlJShoXI8TklSEyog5ZTooKYVrqk9IFmBjXyJFuj80rMGdm97lqrgNysoKw3iCi6dR+jwkEil4l8e/fRzSBG3etwdDCnDBhNdm0MBNAlaFyvVEOkiLQK9rzxtRiARJ74KWSYAVvfERoX0/B4lqgR4zSgq0KTYMfulAyOG5LZSXfpaIG8ueWcYVC8fLww4RCdXWUGJAhMDGM19Oz5MMuOMnYUVIRVgUWw6Y7ad2Yti68UOkO0xHXDteyAm2ZUz7FmbIJTYpzG02vjmTkMtTKHJsfk3Ea6Ss9Y1t1zv5ecD+0vbbkICvTuTi4poTd2NNFvnhkfIX1KB8WR6HDs2BCmybBg89HLV2oYYyDnzNd+0F5v6rrvubeHBd/ozpWd4yjR4jYGktN+mkshJWei3e72AwA5z8Ix3OT1zmzBSeyqpBClCFRX/DycHzDt3Wrl3rSPDgzgtJ6Q4sC2bxy/a8XL5QXiHgY5J/dy7JgRBQIcgMg0dDnqiQqRaAOgjV2Zq2LKRjK5iqLbAAaFHc0lnRNdp7tQd+Sb+00LvK8Pq7Jxc5taTgvO5xPGGPj06ROFHe7QpE4sNyP3N0UW7uzxJMO46gkxkUlwOIrfVmj/XY/fr8X+NcXx0FnfFcuggAYM4ZMZl4zT4wPKoONLN0PxXUtQMu8lJQS/Ceg4ojQbMJKEb3ZVO1UBrTlCSIiQF9HiI/jNd7G5uwtApceUs0URqmxCRHOPPEiHjgFx+dUQIOSFxVMDLCXYSUkg7w3ZGva+Qao6UOEdR23QzrjQHBf00NGr/8xZYM51nLQlUUXKETjxJmvSsG8bTUcFCCvdmKHAiAPPfUeNDSMMNGloqOhZOO5dLuTomfmBYDSbaFS9oDVY4cJenTJiU1fsoEqrjU4+w11hQkDtHXutsNiRYnBEdBKZeUNbICdxmGGUeiDzMDg3Dxiu3Jgo5oxHvU9wpDVWZaB9Sg7ikcUweZJmcJckdoVBFCGGY9cLOMUHnEaqVWDHEeqmmNcs3O06ol03dpEhEsSxeuwu5xqk+/Oz6w4zHtjTYXwMAj7liIf17kkDaquu+OHBPCMiWufXm9dsCAFN+PyUbXAKShlNcFCaxJHgOnjokhFBCaAM84PYDX7R0Ar/zXGaXpaqClPwcBTuTLuSQTB8mghBEEM+DofZzauDiRbs8OtsaNi266H6STE5CyHz+doZGzKvmarF7ftItQoa6EU52SxCZ3Jnvzvx+1fsIn8HqPM7c7F/Y3F0W3h2jgGIASMoLETkc8DD27e4+A6M+zdl6JC6TVkMN9v21iBzdAFIzDV63XWjCL/7x4P/bNNLsff2GQeu93nC8QUT7xymV+Q0V5j2TsF5gHM1IMOwPz8DKSEuGZozRkwYUVGkAAVQzEAlxaIZLTBaNoeMJh3oNOWVrHeGt8PHy+lsFLAHjuxtbSipovQCKJCWhJGUmcJq+LQ9k9eZQAXQ4FgzrgVWGwJAD8wy94oFYoYkwj3SMOTAblE6rcrmdWWt0YYLwFzcRUc823CCNQBV78q7y+ZsABKOz79svKGmbIyXFF1dzOkxANx5ffpCjmPXNobdfR55fhPsMUe/D9mqdzRyhNzjUHhMm715HUznobxk1FoO303uOan5Vh+IurkTlCtcxvxZxjjymmeekBrpNGXam6kAzSkuwoJyvVxZkEVY9B1sNOMaQFXY9QKYuTrwItx6OwjUBmD4dT67s5i4SjIZDKtzoj5pNoa6b+gtYBoZq8qB0AMGFSBPLjJ8BaGKdUkQZOx1rrTc2ShyBWEx+NqAnqplLy5NnDlBK9aV32/fy1Ekp7PXXulTmXLCKa1YloxlXTz+FbeiOIsk8HmhVLmN2b8T8f7tNJ9fWxxVPy+UGm7vD5EXlO8sRgi4ePYMRKDL4nEKTicwO7zzYkosWsL9jSgwWkM1hg2pCgJIT5jEWVrp92O5P22rBHCEtPg4n7DEiFYqttbRjNwvUdINUBpa35hAtyzkSdZy5D3H1hDzAhOONeRxRtjK52DHjpAV6fwIk4GtFP5Mrv/t6gqjwYIxwNO8qeLSLwfwIwtvbFOgpB0SXSk0Gkrg+B+HIBsBlf35GWKDO0QyfhEOlJYjtyldj4INqNF3b1Rfvpt3V4NWVxoDQ6UczYwaDkeXOg8vVXeGpilycqpLSgn7tsNwozNNe69pqx9ThECwbQ0AuXXDBkZlh/T45hE2DLVVJ6d3KkuMz9ssqHMEK7UAlddRCJHcxkxqT9DgGmYWI5Vw8AC7rxxqU99HUjo4fD9XUe6mEa6ElpRhMJSdqhsMutHMfB71a2mO9KKCKMxe6q0h5IxhA3W7UZ7SKR0E8Jm7foAejqZDAFWSygVy7HGHARYolJijt/ount3ezYXewGI2pzdzWlLzPbH6+qo3QSsFuxlSylgz3YC6a/BLKfw9Iye/mRpgvq+stWGSQB8eH/Dm6S30+Rm1MnBu0tl6a0dhfXh4wHI6IeWM3q+w+3o0i9+v6SJ/4+P3jdj3ssOvdo5fKJTeQVoMaEZ5n4rg2hq6CJAilnX18CF+mWlbpYnIYp+7DaMD9+g84SVGrHlhQPlgSNJwpr5qwGgVEJqMdkw7ej3Ght4HqhUWZBF3YHZScQSsVdRGK6+gCtt2VI/QFKGYXyrlVpPfvyyLW0yRQ9bBuEqEit0KamjMK9ZwjEQGg2auDcRf7N46mpH4LCJQN1OWbgimiI3L8urGEdoaKU1+IsfWCEA0l8uNgRwCs59rw6gN+yBgsqQEHQNo7BTp8MyvH1NCLxXmbtkBNGFVFSw5YVg8yOC9+agLQXQ0efiO6Ra5wTQ70XnDEgXWyWd1S63mBrDT0PV0OqGDe0B2jQPD5PAZTTHddpGAk4pnQBbg4kiklHA6n5BbRqnl6ExbrQfCfBikcNvjGOPsQBV133HTJQi6uI9ijMeITkIzVxIqJI3nJfted3jhVvQO7Hs5UO3oShiKIgLWlQjvGAMfP348aDampMtwauIKAv42hK9BCpFdcS0w8LlaF/qOGnBHcJ/xJLzOysbIhGVZ8Pj4eCigtm3Ddr2i1sbUQn/dF7dOK7Wi7Ds03oxCVNyYuDKc63K9oPeO9bRiOa1sKlpDbRW14sip6e42Xp2f2prfAPcd4te6yK89/kekhl8CZOafLxVKDUDiiF1tYO/M683nM5bHRwzwojWRA8kbzj8z3zFV7wint+OAAZ3yPzpTg+ejCNSNEGZUKEQQIqkNAwar/ZZrYYbRBva+AUpH8hQjbaUiF/FjDCyn5ABGRWfzB80ZcckQGxiVp3dIDHhi8LnQVdu73Gp2XAxTdtncBFSEsZ4SwjFWWuuwu3jOKd+yQV1x9xt5TQmiin0wYbAFRVTFKUb0UtD2HW3fuVtUFtCHdUXXgrp5XIGTfHNQRI1YXT10+fTsZgTVzRyUN5w/dwCcAzd5bgHrsmBzuzENN4389XIhp9FDqIpHtbYxDroLf1fuakupHG+VBweTIYmGqgYsa8TMnZ7FN4YIJJKhV3fxoQtMwBjGm7N1PDgaPKN3Wx/HaA6Y+5Yy62bf96MAL+uCFCNeLlfUWqFRD1AoaMD58QHTI+ByueB6patRyukAN4S4CCDAup58j8h9gYKSSoj7PfYOsx0ceQkEtckP9m5QDFiXjM1XSMkpTtu+I6ggRxpIVN/zVqdRqQoSAh15GneCqae5wkfvHdvlit4a1tMZQUnsb84HjSGi9B11xiakiCUvvnMex2Eync1jjOggeb22CrsazqczUuZqobkvQynFs5sUy0rX/zGGsxDmRSLcK/+WzvHXShTx945cmAXTl6ufjdWzOGqAacDeOkrveFxXvPnmG/z08sI9FqgggPIGiilxr+M6X10W3sQggx99wNBh06Kpd9RtI9omU/JkHi/pUeV+AULNx3fuOZNQfjZcHkfpGf+f6mBF3/fjdFZV8jh3svot9tlicHzdNlg7uWzML/LIhf98zkQVXej5B6PbcrIBqwN1345u6n7vKnYLVJ+2Wt1f9OHF0XoDegCC54iUAoyO5Ps9DPdjbOwgh+8Px/yZaoO6jf4MWDIHyUqnbGx2PsDntJDz+YEAyB0qOwtHOPZ+noSnTAVkl8Zuf8YEaJjophu4Cn/fbd8O6SERTiBEjtj7tmGfr/kMnAp0+54a/93jRWlo0nw85dhdXy7YbffJYqB4Zz8Lb2s0f9BCEKnsG3ofWOLqFK2KEQb2fTtSAINbtgHukdjc89DcZccZE+fzmTt4nxTMqT5QwLzATMPc6bZPQAuAI9XLQuOOshd+HXeZbrW6gsmjRwQe30rajPp1PuOD594z5QVJBdt185iImQuung1EzfWk/QwjYCRt5m7PxMh428gp9dzzQJg596Ls8GPOiDEdEb8a+Psu6wl5WfDy8nKrOa8L47GX/PuM27+D5vPK1Wd2ifdvz0J5XxzDDaBBDLiUgr015IczTgB0WTD2DQMstDFEaIowCE07Y+SiGAZrTtVQ9W7Lb1Jz2zIAISakyGAkzUAAUVvxhT41vTPxjiONCnc7UYKL46lTHZh28pQYmgjSsjDkXulcPkqlGUGM0Bg5einlaWLkz5lTVaYBR3BDBDPGnkIVGUDwgPV+vZIYDO4AJQTqoudJHCK9GKdWuXei6rXc9LO1Hhp29O6/vx18xr3v6KU6GAWUMejb5zLLNrpbkLmiBuJEfef7gV+PwIETrp3ych9FW0tFQyHpOsXDjzH6WEZaCInf079xLuL5JW4ZRlMFNT+HtBL+fzPYXvxn69Zv+07IgTTz6dYj62ZmjR+Iun+NaXyivj8thXZkBRUi7RgtpzkFnw834TAQFOl3eeXKkC2CVzxoJ1gU5vU9DKJwUvqtWE4u71R65ayopXKtBKB52iLs5nOpd0Vv23kwk3K1oNtwGlUHIhU2AaRDsTjpEZ4mENRaMOMe1GZ0BacfHu7MuhnmiZOAH2BcO83JYjjVK7hyZ8zfzTx6IgRIVETM5574wORZMqp2zhm4dZHQn3eH92P473j8Pi32fbf4+t/zz+suMkYWxxCBELH3jmqGkBdobegORoRIfz6qJtiyT1AkqHJU7IMcSrDzo+KjHqdpWDLWlJFUUbeNF3BrdISGc9JE4CDdbaQa5K7FGBCEo9ARPesKHybLEdmLKuAlPRFGjmRihjAMhg5xY9jJNVR3Q1aja7MoL3LxsV6rwlqFlQL1xTzMYO4oI8rfRUUxIhf/EzyR1oBaESYPsDuVae5sJ/8PcPlfZwzp6F5QO3q9daviqgfmn0yfTip/5qi5b54M6F1Yrw0vzy9HYZz7OuvsrjXcUGuBeNRnxvPzM9MDR0OCIAXmEKXAA2fSivKysAvcd4iQ7WBG6tWaEmJmVyNOS+F2ox+vGVSP3eYcrafD9fyZYwwAuB8/rmeI79rGQakhy2Am8PFWCCEipuhqHEGp7OR67yR+u5vQcG6pLuGgMdXefPwdMHfOH0oFTmtUzWgISJIOFFt8x8i0z3oAHbQO45qADA4nz5tBXM4XRLEuyy2n3aeiroJBdPS4rpclA+ZEce+UAZBjGgKt+jqNPGIIN2I31Au2Hl+/emcYQoAYyexd+qEogw3ooJkvOpuJGImib/uO55eXz4vkr+kif2dH+beP2Pcd4/3belccQ7h1kjHy35Huwd13ZtUMXQPSaUXKK4nh9QrTiJDYpe2toXuxyDkTGDHDKMWjQgNyPCPA81CMWTRtME2wjwGx4SJ8opa91lsxGNMFhm7PIgQiqN5pGFX8xWbHWB0oksAbKqUVyTi6ZOGoUS8XnqSDkE86nVjQe4O4cevwyIeQhiOSvLSzgJQigHScRG3uEMYDoDLTpffBbta1s8n3lBMFH14EkjKqdFQqZboTsrkfInVpOkGb8cJszt2LnomM4XkvMoDAIlH2DVNjrEHZoXnBtHFzmZkqiykh1BDQRkewcaheJvqsjQDDLMSHmarespBbp1RzjtsqiofzAwGaMYhUp4TLy+UY1+Z4OnmF4v9VH3vFAYWjiPnPeVRAgHvlcYtHXU/ZqTssTAef0rtOAMeqpOzFVw6uLDAcWefNPSKJeruptHefU0Eic8qxm559+PWpKuidI/CoFXu9ogg7yBi4bmk+fV2vFwgEp/OJ3M5OTTYGwZ7hxXzfrjAj2Z7GGvzdvU0GgMNgeJqNLBoOWeIoxalJbvDhr0GrDZKcWxnt+Bh8nYJJ1VJOoeI0veu14Lvvv0e7J4nPZel9F/n/2Yh9/3jdVd53j6qfF8fg4/UsjiFQ7wwAKWF584j24wW4CtAE0SJyXQ73klYrmpHKIJkaYIyBuu9oIoinE06RI2fbNu7JWsU+k9RypjNMd7dmv6hE6TbNHQ4BDIkJp3WFiOAKOD8P7gotUCW62Gs9OFsAMHZBrY37SlV3hLnvrAHzDOfZAaB3ZPDF1DFc0cDclObW+eT6kctnQkQ6ivAkdnJ3AXdAy5KxLitGa7Qg6zRsbaUguz0ZXHlUjUihjYHauOONKWP0Sq7Z9N7sHu6u3JXllJyCwUI7FSp5TUcS342DyJWHhHiQkUOIn0kquce6jb0TTLn3O5zjbplB98DhVwjBMUaqkjw9v+4+dkyHp1LYXcUY3SHHkJZ0gEf7KL5C5mvQ246BgZRvhruAo9lBoUJ/RQiw5IyC4mMuJaExspMkzYzMCkw+9LyuXZmjoogxfebBKKaHuIDcWD1WB+zgbjxOIsiZHWx0w2iX5pl3UylGH58rrAskRFxeLgRHnL7U0JxEf6PDFc8bX1YaxfC5Jtf1+nJB8mtuFr5Sdr5OXp+6k+hhQELGuq7YhYmHU0ZrzvkECLxab8c6QlU5Rbj/5OVy8efQq+LPOshXo/bfMGb/HTpI+XmhVPkc1f5sFzn3kJE0HVU8PLzBN+s3sACgGvrejxcpLRnWDAGKiMjORYGwKnQiuL0jwk9St0/qpZDoDB/nROgezqUVlrzAYqKzeK3Y9yta6wcaum/bwekSA5aVY0nziNIQ42F4McnpozYMaXRTTokms0EPK3sToBxxAcqoggiO0gBVCWMcN8nqcQClVJKMXXI5uzN0lwwGXjhRFHXb8VwbHZwrnVXgfnylzbQ+vWmjfexSCNRVKcOLGzukcYANU8kwJYT3naE50hpCwLIuhwJk+jBK8HzzwKQ6xpmOo5BBgMfHR6TI1UZtDaVUhMgbMc7UQlE0dJ9WBhR6gF1Qwe4rhekPeS93SzEdskbuyLhnzDkjrwuaU12u18txOQeNXngF1+t2oLI2BkxAcOV0Qgj0XZRhTmny3G3vVuceDSCAZDbIE4wBpTasy4K8LORQlnKMz7PbPaIozA4Z6P1rEYIbBXuHH2PEstD04fOI1JsiScQtyirTAocN1FKRcuJzcYBT6rvdK5jn7vtEJ4IzPoMrGO5iu/NKuXKaWvLu10MIAevp5K9F82bPMEwP9VSMZI8EDXh4OOPx4RHr6YSrSyFv9eZoHW9d5H3B/NKY/bqA/sLj7+coPsfr+4/fj95Hd+m8SFU0A0pvOIcznk5vsemGre7AANSoPkEngTUoKQvDBjOC94GayH9UdxCZu7whHHvnrlGHITq4Y8Kbq7aKthfkGG7WZ4kGnTkmyrwaPSaX8wrVAOZn0M04Gh1bVBRb2Y5ukbG1pBfllACdCh3jzkpcZQCCKsMvJgGor3ZgQ5T5JduU97mZ6RAAvj+btvMaAgLYQewb86j73FlNhNJI34GB7iqDN2HZC2KgWofSPAFcCWN9ENQxAi6cIht9HmHOO0yAEVRqvWHs4+jIYohHgQCIaK7uuzhBi8npmb9z945q7rrg0afTLmyId4+uNpp7Q/6b3oHqe9293HEURRBSQnDDiznOl8r9cggBp9OZQMRgt8bpgK95jOG4MdV35by0qSIyeLoijBzaQfBhOFjWfAe7LDSFri6JHH5tbPvG8CpVdmrAwVG8KcG4smBDNLOzPTfGgZXoIXYQQc4LUs4o20bts39PwLyI3rp8aeJd+vDXmoKAGYMQA3el1WMm4EUs5Izu94rTTAGhr0Jrk7pmgHIFEmL0FYwvN4Tg0lG4Q7wdrKKHSXRIjoIfL4L8Mr3na93lb3z8+gI5l55/7fGZQcV9FxnuVDUskKU3lE8Fb5/eYZUVsUeE0RAGF/Sjcv+iblclyid0HzvKGOi1AykgLgt3HZHzS0gZGg3BDG3fafDaGkw6LfaNHKvWyE2btIqprZ03pEIQM/XGzW22mpsbiAFd2GU1z0pmBG2EwjBaRZvPw6A9mAi4B3RiujhvD96xlcqCxk7DULbtuNHYTSQfDQd6LRjNidXeFXYHhHhROIkaAxjUTqhLxabmduY0x0ylizmY0JxyBDiqCxan6gjvpPfM7gZ+s7bG7hnGwnHPfZx2cwflJ/rrOWh6QDebflB6IIrgMRQEAcixTGmStLm4n5LMOUaK644tmTuDu/NMCH4pCkSI1E5UupRys0TLmS73c9c8WMRDTFhEjjwbdp+MKti3HVAheANea3xbjp0bHCjpo8OEgFzrHrMg7CjFebtzPZFDcGUM/FXAcSDa6ICQ9xsCd/TV6TbdC07I5CtijNv7QmCn5+49czfaOylBwZ20jmnBqV1dFdJYAeP0AHUWRoyRh4S5VFdvDvjDyC6AiL9NnTcLqno5uLl1RX89x/DIFT8EUmLI2LG2OuqN4G4B+eUuEvjdY/bfjwcJfI5qz79/prS5cSP3S8Xl4xXxTUC0gKyLcxR5qnHXL1Aw+nKOU200RB1O9RDY4hKqGKnI8X2e+Pgtg6ODOGJNWoErK1Qw25j5wh42aUYzg/1Kc4jWXe4YKYWyWUyGUYLnf+Dfj6YEJL9iTIMAuqX3WSRSIpdTicRrSiScN3IXSWvoBA9UkFNELRWbKz0mDSNExbZtRycsRpK99eGjqHeHAlinbdbojUan7rFZa0MthSl1iXtKjj4G2EDv0+bLQaBhRMD9eSPH1NwJPBwgyI3Pxs4dIgiOxM4EwzCt0EQhwTzEngeTeAc4O7c+OpFonSFtvNymVdjURdMtXpBSBkCddu+DJrFCArkGxb4XjxNIXvSBUqhG4X3LblJDgI7uBG0WOk2RMcIdhzhgjI6QE2QMdNBRPIYAqxXVVyghBAj1BzTdFTYFzdkGKoJlXY9pq3sxpQelHKF3XO2MozBW+BTVB/a9AJAjDdDc6RwgOb+PwWnLf+ZpDHK/mmDWPA51UUwJp5y5uwZQm+99nRQ+D6nhnq0C0n8Aqmta52E4DP49FTHz4G+tQYIiRUHvnAKaU+JSZurAPg1mDmDmF4re/fj9O9Hs318g7zvK+z3k6/f9bLyeII6gXiou71+AfxKcwxnv1rd42V7QRsOwiCiU6bXaMOqARYM1XhjLacWihmpMSxs5QAYvJhPu0YIqJAbuNOcZ7NnKt+BzHEvxONzd3Pdp3RFc8bGWGTgBOWUPz+LoAKPGV3wka2NAQYpEiHBAiDdvl3LcbFGIVtdWUeaJ6qTeWqkkSssCaSCy2Qf2yxWluUYaHqcZaWs1815yShjCcQw63IzDuXJlOt7wIlnXFb1W7NeNXQSIUM5ugNvzW5GYHoC9D4aPAYeEjPX31j0I6MFoPo4v60rqVuPeszjAwJuXRXIqjMwMAbzpu6uncibndb9eAXAXF0CHGDFzd+75XHMUDCFiUTku19Y6dk/KLE2x77t3xK7QcddzMh5Y1PswXK8Xkvhjgkmnk5IXWPgksDiwN/PZ91LYnYJ0GI3Jrcd2mApU4rETDyGiTbedQUqQtobg3T3ArqtOHu08kEXdDpAcUgOQYkIzdsa9dzw8PnCvWKefIjvFMcqxpjCTY60gwtyc4VNP8P3vVO7wORsHyV+EBHiZoJoDlG2a/E6qTmDeeOszlRFHM6JOyRqDiYc2D3P4zlC4Dtr2DSZ3deYevf5rXeT94zWf+yuPv28H+aVv/rqL9CIpI7CTKQPSBOd0xkd8glUDdiBawIAiIqBLhClHpjkOxREoOSoDI3LpvxsX0uLjSQQjZruI59mAezyYqyuCBz4ZMIw2Zr0fQVISDMN3iNyj8W3zk5dqCL4vxsBTu3BhndeVfL3rxU9hFvbgCKoGFppR2S0E38fAzEdlKk96a0QfMZUpRhWP749UXJrlnMl1WY90uJzdVso7Vjv0stnRye0Iyko5ITSi8DHSTbx2fiwnEpPNxyjzUCwzOoab2WF0O01QW2+4uFP0zBZqfugY3IHJb/SUk++buOfbHDibvNLZvUttCIOVLjgqPp3Gaykwge++mh+H7IyKc1t5E87OMxxxqOtKtdMszBBxNQcR/r1QKND8YIBQYZLXFaqK6Oqa4h6lgCDkDAkRUAJwzbuyKYGdruXisj91dkPMCUEXR/B5j+9z9ZIXtO2KYTNnmprpVtWRZj2Mh5e4AqCKaXND3wPscXoS6WFkZMz1w+TdciVhn4WhxcQiW/adURIxIqZ8jOXDATn1gyNpOq7LMQaJ5MuC3htCTIgJqN3XXdfrods+iFwOQHLqA677RgTbVzA/L4h/pS79jjH7v6dAAq+I5D8HcMTEZVACGUCOC5JGRGPXGENEL3zCgwRMiWAIAVgFzSqu1w1dhtvNC1qozCcW+krWUuhso/5Eh47R2UtpCM74d41z4AU5fAwPEtxGi53X9NnrTuSNkTdY26rvgThiDJfQ1bJ7ZglvVXUppIqg1YJodFg2kAe3PJx9AT4O0GDmCYvTNmyQLzh8lyUAD5yDIkH7q2kHFdTpNt4J1lqgQipQdCVRcbuzKRVbF0Z+7m5Uu6SMZVmP8Cs63txAIpu2/plo5TQ9mAaywR2jARYxUQWmBVzgjq61doxqp4ezo7lecGNAn0qhoAgp4TS5hSrH8959zxYCCeXJd2+l0mREQ3AvxuJ7Wz2McucONywrIMDl5eKpgRExZyqj3CSl20AI7GRb6xhw6aHv49QIEDb/meDd0PCpZuqX1XeHGhMLiijaRtAoZ3ZsMUYEUbz4eD3AScVGhwYauxxqMOfyGqhaCjEg5lu+PKcp9xXwELTVU0TnLjK6Tn04wr4sN0ZBqxXRVVDzuUDv6GM/xunuyL7agDQ9ZMLdBtA4taWFEx6pWZH3RUpHsNphmBETif8xuIENO/JPzy9fr4NfKpr428bs31YgjVs0quxfv/9rn//Lj946ri8bn5C8Yl1PuJYLynXH8IAfg5OMA9HY0dzktBtiisDgSWngOCBw4wRw/yEeCzrnrBACkkZ2b5EyQBV6J5LWwoB3mjPcZHMwO3Y4bVJdxkDK2a29hp9Q3PEJyNdkMXAjWQduzQnRfIo43pjvt9hVZXSQVL1jorwMxQqZKChlkdyDjaN49wPsGF5ATIDuIzsUx2nfJyJJEpoHLRERtQnqKLuKWopLAR0wGOY0nXbwHmdGiKhAB1FQ9WiLYeQwxph40CldumuhzZ0P9Gh9pjsGOv8YeYkSOQGUerMY00l8nyixq5Hmz6ExIovier3yOejMU08pIuWEMQy9dOylIiVgXSNSypw6to2Hh2uO4drsvZSDv0hWhINnKfG11QAJiut1gwHIp5WqkkGit81Ozgb5zD6ZjDEQPaZggPLaMXhAGPcYUHHgpCsMhq3snGiMh0Ir9ejOzSchMzYQAO+Rg3xtuCUtdubCjyEHQDMPXca8JpRWnWOaIOrWhOAhRfuyhplAyhUWKV3imELHIHWoMJsI8LWH76uXdeXO0TjRtUGa2/nhkYbFbpM2X+cvjtX9VxS939hF/j4U28eIn338eNsLRXj17y88Wmt4eXnG49sHPDw8YD/vuH68Hj6J03CWEawDI4yDTiCiUOO+qYPqjklLYFFSoMvR5k8+nzhhfIx+jAQymJEyf8XWuYeB71pscAyalJXbLseBiFodnCDjPwQ9eG0TrfPayX1On+Hyt/Ahkalj5k1uNj30miPsDgI5eg4YUl4gKii+Wpg/08yEFhmHnVhynmOr7ZCdBUd9uYSnFZrKpH9M/S93kDEmf85w7CkNrrd1dHtKwNS7EVYNuV0/wuKKyEPIcCuKBoIjMTFwLfmIzF0vVxLNA8bMgGUhDcWExXDuhG2QmaBeRJm1ztcxTz0v3FvUPDe7d+6OjZzLBbfOdo7rIUUEBw0ggjI8hsB/BnoUulO7+qTiMRSYXZ4fWtzN8lCYlmfLshCQaY3KMhsIzdDNzzb/PdV5p4c6CHKb0rr/LL5Hhw2EJR4T0BiUuc779yhoo6B3L8ZgcRx1IIkcmT6jdzQH6RLiMW2Zd8smTkYHUDsPe0oP6RzVO7O2NdCSrY8BGQpVdpEShqP4OA7c9XRCyguu+47rvr0CaIDjjaM+/cLo/RsBGuBvGbGHwS2Pb++zr/zbffvu/5gYTAZK2/Hh0wf8yzf/gnRKHJnAzip516jGZXA3msQGUSTh5xU4mm0KDKBjIGAi0orh+0cNkS+2GfrO5bk4whcAjgtOjWm903Hb94ABk29nN0MCw2EJP3eMc6TtnS7TQQXdeMqKBoxaIF5krRbG0vqOc7TmC3L/XsMO67BJlZga4emMHtx4de54JgE9qqAP8Z0a+YE0u1C/WHzsF0HK+cgjaa7jPQ4BH5+HqzwEQCk3cw8+5OD/QW5GBTFGDGHn3nxsEiHgweeDTtcSFP16deSTncPoHUtKyOsKgzFv3J9baHeOHCCRIIeAkRllL8wtCiQcEyxhYSt74d7Z7bNKKYhJsJxWSLgRrA3lxkX00bIdoAgpZTFFt/wfgCgabu3CdOlO6wkDlLpi0ndUEadyxPedLKw0hYDvpocoRqswIcg4JvHdDFFcIqn83hjsEudeTqNbiw3j5xhXNcGjMCaYw+u0IQSmTtbWoYbDUowTggG1onvcicHQ9w0pLwQl/YCMGvzQIrUpLRnBDJcrXdLVV0sUV3BXzGaBuv8+7Bi7JztBlWF+6+mEZV3w/qef2JV/DaAhzeXnRRO4jd73tem4fn/58TtG7Lur4f79Nshi1vF5obQBIPy8QCqL5N52/PjhJ9TRGHQlvBBMDRIF6lb97PwiXPt+nHQBCg0JLSkT4LJAe4eVAgTmK0tQVDDnWcfA8LFpWU+QQa/FboO6XnAUmd0V5mjmu0GCJc5bE0EMpOXklA+S6wwNe/70DIggL/m4MWm5ZsfTE7xItc7RIgTujujvR14YzSDEn2p2PBC57XjctVuVIVQx0ea/gzesOo9z910UgRS4HyCRwrmPW5YF0V226S5DZLK6AfEEmyaZ9zMbMD88+uhQer0c4BKpGuSy5XXx5xJgLpUXuUxwqLeO67Yj5YHHx0c6xftBhFKAoF5cnJc4r0c6ZpBWs7Crb62RgB2aF2BDUHZzpTY8PJwRYjwQX0qkndMKIKSMlN0T0gbU1K3HuAecXbGECPGIYTqWL2RqVFJX5nN2kPvd7MK8415S9kI3gNhgO4u85oXXgOqhiBqd2T8z+W9StngwhcNs2Yaba9R6AI0E14j8t72heBgXWQp8/c1ws11zjuLUow8H6SB63IPi13B1hgC8uLELhO8oI0KISIAfRG4g7PdMbdWzjLgeyynj9PCA88MZMSVctx1b2W/MmNdd4lHwXhXB16P30X3+vXeQk9IC+MkZboURryDz+67xC90j2+GBoYohhoEOCYKYA9KakJaIUjxGwBoCvOtSBgCVVpn5nLjDMVAKllLGiLwpiEwP98Rz+3kQIe6tIftNV/Z62H0ND6QCBKf15HSWdhSPNE9zl2FFR91UAtbTSnCjVHbBfdrgy1FMpjtyNxaW07qQJxkDxrZzYb0wSbHVG+m3D+fAuSu6GV2Byr67e0w6RiB4d0djWXZxU9M8aRgT0AEISIh4t9gHtm3HtLsPMkPux+FnSfeWyPyZuWKQm1HtRI67m5ry52fmTUoZULq5dKuYJqoQcZt/SiAldLTOka36eD3M1x5m0JhQyo7WyOMMTjcJSRBzghiBLw18jkSVIWzAIXuD7y277z2ak9hDZLc+Gmku3Tp6ARYRbDspWiEnhJxxXk8c0XuDxHgYKwwAZXTEkJHOK4sjfOz1eIiUVzTnnYoI81uaF30Buggk8nvJpMf1ATFeW6VVnObrPgbQ/aBtFatPBfSr3I9Ctp5PKCWgTHPklI9YCvGVCelvvuJptAWMOfm6gd2qHiYfk8PpwgrlgbV5lr2ZW7aFQDbc7P5UDjqQ+m5eR/T1mDAHycvIsp4gGnAtO7Z9Pw6kz0bpSQWyL+wnX4/e/2Mj9v0e8n7c/qwoDsA4BvBt/9O78xUNQzsaGj5cPtDiKAvyQ8bl4ijqskKG++2JO5oQKuMNaP1AVZt0lMpOZyLXozUEH/9a4U4xuHnnNjOCDV6A6TiuoPIjKI0PBOaFIxw5JkxE5M6wA+gvvNCmaw/g2RpOL5kmA5OysiwrsncZ276jtooclETt1mCQA4Vc/PO6c+AAR/OViXtw8GIu16lnnSoFqlC6c9JUbnGmMQYGxmN2cTNDegaZTUNh/kZTzjZVRjkvB9nXQFTSjAFNIQacT2c0L+4zpwez8/MCHN2dCAJopPsOesOolbk/KTmtaGBowNDBYuMdXswLC7qjoJM/V91fUt0spVdSdab/IuMV+HkspgHDd7BrzoAoEXFwRdOGJ0GKE+QNELOjY1JV2OS3LovTy0CyufL54eEG7N71SVCIu+U3AKa04LMQocnvoUDQrIN7wShMAp3uPiFHclKtIs09cR9UvkxK08HDEM+C52pm3zf0wtcPCi+oBeHkAV3eVQI8AFNywnrrkGDIy4I1n2AALtfr8ToL6Fkwd34y3A/SgcYA+A7ePFuH+9Np1hFSxGk94c3bt3h884ZF3HDQsj537rkrivej9+wafTX2ex+/vUDej9mvC+MsiMfIbYDevd0H/wR2d5Y6ehDsVvCXn/6M0x9XxDVCF0WFC/adCgRw94joYUMIrifmMrttHVu8woLTXXoHaoWMDjhJ23pHBPXS1aWGZlTBiAVAB+VT3SVcrk2ttbne1F9EuOOKF47uu8T59IiANBN4rojQ23K4GcZU9PD/JQ+MBSYcF9nsdKZemYX3hkoH39lN49jFwRoB1SntzgRiBmLN/SMPckUpVN5oiL6WnN6E4yAVB/EQLRFs4K9J41NeOvs+GQIk/Q6/NgyC0twFyQDYQBUS2Q0shiFnhBTdhg3QyOJiLTLKITjFB2ChCQAGVxFpXf0KJuAyANKh3PWHl4343pGuO4zo5WsSU+bh6TQkE1rLTR4tRA/vRvUCZ8LCrDkh5sz3Of1mZnynGNwujCYm87CDA4RhWcgg8FvIZnfpN5U5/1GFUSHVGCeyyInOVcXNRWJAA1+fkCK0zZwdjycpFSr8t/p+dis7FyZHF8bnCipIIaGLHofw8G6XUsjq1x55vGIzwbCjhX4QySeAYpzJD2ByXnszm0dC8G/P6zmkiFI9RsHBLahfd06/+4xL/cVd4l0Xebz/roB+VjDxs6H3a4/fhmIP/HzMno8xl6R220P2AWgHuu8mHc1Db8cvO4Ki9IIfPv6I/+Nf/k88rifkhwxZFVYGujrPC/BTkW19D0StR2Dka7HCDhNeTBrjYak1ZU72BGRGpbEoydgzQpPdAe3VOqbzcW/12K0d9lyzA1A5DqcZAGaw43NmUNEk23LE4CvDgkuOXPDRbCLjMfDCOOzHBu3EMBf0vuMcNiCdF3zw/RcCX6YIjmmj3XabPKymuprFNSWijHBkNKiglFt8ggb6RU6Z4kTyiVj3w2KMiDDHYKgellgEY6LzAV265oiwBIJoISc3QWbapSRBkJUTgqPpEEBSPKRwcLJzm/eKo6csPAKJBOTEWCjNn2PScCijzKcTX2fBoY+Gd4tm7LoP0xMA09/U4J/jY3BOmdekGcw9T2cK5OQvwn+GkPMdWIKj0VDVQxs/87xNBA0eB5ISv+/BreXBF+b47bs5DRGGjoqK0Q0h3GJ0p3OOiED7vHblAPhCirf7W3hgHUyF6R0AThcD3DVv+45srrbBHWjsP8/ozff7g99TeB+K0gt0eJGHymeu4yGRH1p6x/OnT6408/3jlwCZr3WRs6AeBfO2Xvo1j983YtvdN77fQw5H1mZxFC+OMriN7wrc/6L+RJYAPPdPaKHBTob4lHD+9ozr8xUygF4arPsO1IBqFZqEz1XgnxgjNAt65YUqcM30GGiFO6kwqHfug24t3H14sRsDR8C7gyIz7XCi0L1ViPmpC96Iw5/w6WxjTr7e3cC3O/giApeTDV/e34CWGBMgXOirF6U+pmSRxYzPFylBQRRt3Bywp92a+Ck9HZjHMNAp0m4SwUqiOwI5nQxy4vVkY2Df9iOfeprT9sbOkLGkehwAR7QoWDhpDsFA+7jkI1oipgQoidWtFnYJoowThfgubEd3or3OLCLfQ6J3J2jTTOLIMPGfjUDxekPtfSScWdJl38lbVJKl4a9zjPRpnACTBBrL7nth1w7Pb3HjFbEBE6VRsicHaoxYHx9Q3U5OcmZukrjRg7/OUzc+QoDmBPMDViAQpznB/SIDcEhJzbvNoApJjCERM+7NbaAOxvLCVwfdpxtV5mCX2jDlo/S5dB2+/1s8pwe9IwiLE0PqWAzpaAQ3ibADCItBoUMpp6wFS1jZGRoByIlGD3iGuD//k3alUTAqfRV6Kcc1rykiLQtOD2cs64pSK/705z/j+XK57R9d5ACMz1Hs4z652z0a/qYx+7ej2LOLNPMfUPyHu0Oxu7A4DrkVylkUQ7gVyflIQM0NH9tHxBGA1ZCfEp63Z7TeUNWt4l1vbGqIp4yGClODRoWGge5PTHKXGem3DI8wBtr1eoTbn04rghn2lwv3jaJIOgsPL4xoNNJt7sUnEGqXu0cVzNHXzQeAuaPjKT0MBH18ZB6uQiEZud7GLxG/UBsgiR1AJ9BU9t13kTxhxRUlo1bkJTve4Oixk+GDeEYp+JzFmeToVA04dxRm2LYrd5J+AFwuLwAE+YgjcMK9H2hzx3ooL4zyu+q7JJKD/eZwek+H77ea5wiFQBBC3aPT/90HLeDWdSVx2Mn5MB5kBsoQbQzEdUUMgYmIvdMJJ0YIzBsMLvxNuruxJ8gwwNUrAhy55BPUoSeiAT56YzAjWsZAXjJyiiitcRXg3qISIwn5cUGMA0MExQZiYvzpgAEe16EhMJUzRqRlrlHsEB0cBWZ0HuQA4roAw9DMIClifXykXj9V7NcLJ0fj3k7hyH2tiBp48NTG+FVflcBoYgI/3KYhMacukKd5sBEG6cwxIuZ0rB96bxjGBmNZV1z9AIqTmWADIpw8UubOcfhBakLqW1CaVFhzuzNflVmpyC7jXM9n9N7w04cPN4DmvnNU4CiS3oUeLewsil8Db37l4zeM2OPW9c1x+r6LBLyA3nWRw25dpL7qIF2KBgBQQes7vnv+C9bTgvXxhLxnjI8d+/OOjg5J6hZMgOnAjh3dGlHG3lGtAaNhlIIoXKDD7AjKavuOUWlvFpTjcys7xujc2/SGzdMQU7jt95hBwhF9WVYsy+IqCRKv4au9z1xQhN0r/fDYMaofEMHzSlrXw5FFVdHcCYVpJPjMKmpdV3LFwEzovC7evZr7F9rRNbVe8XJ58T0WX4egpOEoPA51+j02ZtT02lAAl0nSHDjotEhj99BnV4LbOmGOazGl45rMecGAHeoY3hC+pE+J4/RgIUGI0JyQ1xNGDLj4TUC3eYW5ZLB7iuG83jpAXXumf6c0H+sTaATRmNSovjeTFLEotc/WKX2TOSZj7ha5N+u1HL6R5mFlEiPS6UQgZ9u4Etcp3Yvorhkmgm00RQ4MWVPQoacJAZJgA3k9cULp7ts4Bq4XZxMM0s38hkKIycPWaN+n0RBVaM48OsrlitYbs7OdEREsYfSGfXc1V84o+4Zto+fk4jrz5rZs0UUTNKMYqK2RBzr4Opbr1cEuQd+LG0UHxGHUjrs12gR0mlUHYCokBOSFTIO9zmx5IXtlmHMgAYkRi+phG6iBa5m2+0rhvgB+if9oX+gi5+7x9d7yNzx+H0gzuz+zG1gTBJ9zIZVjtYqP13d7yNY+/5oiGCj47s9/wrfffovHt4+wC7CjYLONCWcCdO0wMbRRMaqhK7uiLg1DO1Db4SLOE7HCamPmS++IPlaMRpR09I4cyCU7VkJ+8rRaPU6AqHdQceAFmC/CtPLXQOLxzORQt71XMKNMnDPGqFFg33e3O6OjtIEyx9P57NrVqScmQts6Kcdz91dKuY35IqCpgHMljb979N3fLApz9CbVhHb25jQLAaWIw63LogMNCuGOb8oSbSCaF0cVN4H13aK/TV0zNb/d3KMQgPpOSWPkfjjEgy4zYsC+MVnPhJxV0oRcFRQihnKnK6oYhcixpAxIO0a4HCNiXri39N4oLwuqUCkUVBGSa5Zt4Jwf6W7UKp16luVYDfCyLmiAMy5o7hxyRE4ZQwS7mxvHJUNSRvB7ofvvOwDE84k0MwBdBTIiSiUN6tjrBYFkOkShD1itHL2HYW8N1hqSFw+4h6l6ZxdyQtvGETC3xATJgl6AAR7sOWfmYLd6ZJCn2A+9t28xQCK/u069XJCdFA9lvId17o/nTrP3Bu03Y+rh+8rgu9oUmAK67cVNf5m9PWBIISLlQNlmH4di63Q64endO5zOZ9TW8OHjx8NsmF3juBXJ1zvGL3WRf+OY/RtH7Lsu8v59k70N3DrKCfPf/x060PyHnkUTt3F7v1zQyg4sQHqMCOeAfu2IOk8nQx8NPQzI1BSjAwmIxvGdsZQ3M1g+LYYg7KjEszTYUfHRevNRkh1j7UTdoyp0iVS8GMPq+2EaOl1GzGMb2l0cqfhT0F0bTsI0rbM8gyREpOTZKAImBYZ4ywQRou1cLwnUuNO6eAjYJNryjOLnTpfvib46NuCjKg56CyBYV8/7acxABpw7KIxCDSlzrQxyBFX1iE6Ff53uaP9h4uqfOyWR1jvSstDmS9zpXakYQWTIWBXqjrt3hKZEoofvqsy19eiM/g0xuuySN1/zkVFVYSlNwgNXEUrUuDnY1juJ8lGUQWA2GA6FSP3zoAIo+a44LvA9HLuZGaXawJFRc0JYFkjKJI+rQh0kGyEcVKQQhIWkqzvkA6N4ZnUQTkeZOn2Lw0URrmYKHk9SK/Nv+kD0eyw4h1DyAAYz4UurngDpaLqvajQGRJ8CVEBUv3ekdHN8FwWiAK1RKFBrwenhAcuy4uVy4dQxu9pZEH23DnhzoVPd49zhxImBn6dIbprdXeFFQNLQN7rya4x4ePOIp7dPuG4bvvvh+8NDlA8vkrM43u8f+UPgZ4j2fNwXz1/5+P0gzT0/fHaR3PT7DlK8AOL2d/U95OwgB/dLt19Asb+8oF2uyCni8ZsTru1CX0gTtFZpZBo45pmY8/p48g5zY1YAk0IQI0/6IFyY99bcMBV07PHdHH8N8emfapiQIlFQcL/Gz+PuLCDc/j/fp0lX30tytTB9BtnV8RQ03Bxu7i+se63sHO1bawfQMV2fe+vuJ3lHpxI5UhnnWA2ADuFwA1cnuXffPfbOi7Y6oo8xkDy5cNuuZAl0giDzQpd53NjcM5G0HnPCvEQnbaV38hWX9eSIPEcl2shFSGJwWwNHXFlXpNOJfD9HjrsZalDE5QEy2H1zf0beYnd3oOB0pBACtCW0wzXIUAGMGKDrytHbI4M1J2wXZs+YcMXRa8UAuxgd4oCuHwiqx+swvCiHmIAQUG2gdzIQzEdt5IQcMqwMoALRIqISJa+lQPrM0mbeUtKEfexAVozgXNbE8RW9o0yVDwCEwIGtNv4uMTnISF7r8EMqRBZNUn6c4yt+XDt42HpnCmaIB8KbVzIMuN8d0IX5NrU3BzgnXHjjyA4bENODvkOFFwtzdoOSIbco3dY6hhXEnH2k5nRD388F6+mMUipeLld2zveYxewI77tIFU6tr2k99++fjy8Vz688frtZxS91kQM4eJHjfhFKAwaId5DzET53BTIAH77/Hh8eH/H2m3d4Op1R3+xoveO6byh1gwX+4q2ROhBDgA5zjlhxgRv/BFUEgY+Ljqa5qw2BCSVRFnKoFUQ4kua88KT1WNU885ZDgICmrLdQI8F0SRE3kTADlmU5KCBtJy+RlJx4Zw5LiVV3m6nhL74pd6CtMblQ3DBgJuXh2HLY8YfFjB9QB39G6wcIs21XxoOKUolSK4bv2YJOdJ57z95doiZC+dmghVkI0y2HdmVc/meCD47UNpvEZyUf0YAKugslz67WvGCoj/C+xxRXu4ScoSmhXq8wVeQ3jwgAeuVzONAxYkJcFiQY8859RAtm6B71gDFQWoNEOoWT4tXcTCJg+GtmwpXQME4PybgTM+AY7yL4c0qisQnVL5Hd5KBefbYmwQJSS1htxagdqIAiIEtCQMClAMkS6mhoo9KwAQrpdEFqcaDCJ5j5Ogd2qKKkRs3xdTIkaCZCEKbOn0QoNtiuFFPM1xA+01Cp5XtQD9eak1VOZAvUWiH75gbPXI8MwzFOO+xHJgAc9Z/Aj9E0Oi2UGTbzUVrED9GGUW+2Z2lZsJ7PCN51NlfU0IhjItav/j1H6Pl4PXLPyfb1HvK+4P7C47ej2LNIzoJ41Mq7UXt8qTq/2jtO+7Hjb55GP/zpTzgvC94+PuKcEtrDGd99/wN2D6PPKaGWHdNabHZarVaOYSJovZHyBxD9au1w745+ImcnhAO8wGUwZ2UK+/VuZzFGx7ZxXBcvoq3PeExBtZuBQkoZ0e3ol8URb7+QxxhI7nXYW3M+281+qjmgM/XSIQSEQQdqJiuuB82l1sJwMO9qYPya6bSSBuLRAqoB2aNdQwhE6yN3qpsZqlNp9OBn9sP8t/eOvGSklPHh4wcqm7Icxgnqu7nDYsuGd9xOf7LA+N3gnV+KQM7IDw9ASjBPresgusmxVBDCiiwZggjtivWyHpeYGVB7gURFiIoRB2zlPvrl4ydEFZjr4mUMoFZej60zbXEv2C8XThDrym5q2DEWAsC17MjrSqlfZO6Mpohm06DEDiqZ+iidloVjdhWEphh1YB8bdAQsukC7YN92pJCRJXHUHYVu8QOQIUianWvIWXek7p104fju+8JWqqPd3L0G0GQiAECiia65+UnOy2GFN91/AOe5TkWRo8phOvHUhuAy3uHUr5Ai8rJA+mBiyt3OURy0OvjHIbgpy/T77B7VEcgK0IAkciQnihpSCDidz3j37h3ysuD5+Rnfff/9oRw7iuL9aI1+6xDFbsXy9b7x/v33Kptf8fjbDHNfj9oH1Qc3wOYeUp/Un9bAOeJuxPZi2c2wPT9jf3nBsi5YQ0TbN7Rtc2cbj1f1k89cpZOELtBi7gjjNJruhTN4x0jiM22ZyoUqFvIb4Te4dwfOF5sno8KQcj7oPNPyykQ8oW5gcfeR6YxdKn3z5imtnmUzT+AZSh9T4jjiO7xJpRFHkgG3lGoN3Yu3wRFPceWI/47Wh4eLNZ88BAEruufPqO9DMbiPWtbl9vLxi7LjFkHzi746WX6qLjA40h/E6vl+IYVjiAESkE8rQl7QA/mOmjPi6QQsGdfWgEGpXDUqX5IlnPoKvQrGbsiWIV2R8+KvDX8u2yk7RRaYAumUcD6fMTDQtQOnRJ5iJV1n1IJmBcV13bpkAmie701+aOX+GwzoMhHAeZGTyN72nXShlCibc9AJIlgeHqA9ckIZwGILp6XqYNoQaGGXmZaF04VmbBLRekXtjU48ACCKpBGtCWwB+Zkuf9Te0ITRHAIQcOyd9mK9o+47gghByNqgKw6rPADHdd7Q3CeAiilaj9E7snriJXX2ZFsAXB2JCr0gveufkxD8euUumk1F0nzYvjVnGtxEBUaO5+ABTTI9QbXTuuKn9+/xn3/6k+eOv+oEZ724R6lfj9n+PH62n/wdj9+PYn9p1J4f/2zUvn97EKz57NFuP0kDYEC9XrFfLng8nzleNuZeyyyOlWNvnN3TGETJwC5KnNoiMRL98+Dz3p2wPgYupaDvbnkWIswtxGIIEISj2EAUKeoBPFR3pKYrtf/ozhkUt82nsL9558gLgDru6GqTybVklK0vcQ8fRgCHDjYF8uea3xDNL06GRo2Db9g7oxmam/wGNwjorsNutaLXhuza7ekYnnPyiFfuJmnK4btR3x0CBLg6SNCOkY7afRhijggx0eDVUaHZca3nB25UfK2gObPoAkBMsJTQVICmiCXgKT3hTXxCHw2XlysSIlLICI0jKGVzAlwFQzvE6OAkQxAs4NwfsLcNPXbEhwxZOsr1Sp/DEFD9mZaZ8TJVP+J+oz0eh07pHEtDIOqtMQK9ocH33jkjLBkhLzRDDgvG3iFVETrVNVEjEATaFQGKrBnWDSc9IZhCjah/1QRtdGsfcCf8PhBOylgSJXczqkJaING7NWAMUr76wNh38isNtEqD69FfGmKISDF4LrgfTG7xZgddjNQcZsuEY20zVVStdWhwl/UxDkPfFOKx858E/z4GrjtjQFLMEKVaqY2O0XxnHu6+h5GmdjrRTb6Ngeu2ETycte2+a7x/vO4W5+N+D/n68Xos/4XH3x77+qUu8n7U1vB5UZQvjN/ajzUlADx/+IC//Od/4s3DA2y6ZvuOzdyZZ3o4Dt89aWAKmg362tEoQiCtY2907FEfRW2Mw215Aizm3QmdeLxoT91u0EPPamBXxs7Ndz/JA41GR9+6U3poyBGUKPV0rmmtErUWWt1bY6G8HZDsCG2wK4y+P7PK03ZM4EbkNq7XdnSdNPZ1WzVRaJpxAgsLPkgLCoF5N9XdbmzGO8jtMDiUOs5EyGk5dp/MfB4sbi6NnPS0KakjsksSvMWIrop1XRHPZ5oldINcgVQTsmU8yiPSFiGfBG/2gFM6QUdgap/hkG4+VYFFAyqw9w11r9ASsATvjjIPu5oMPQaEeKKCppEnC3P/QQtkRXTPNJ8CAz+8JChpR4Oz/fyctK50B0qJu0EwElWKcN846PBkjZd2MEUwj+vtHVKBVronQAYkBc4PJ2x9w6Vd0MFrczRKJoe6SYaBh38Id2XCM8OnD2WK2CtpYJS9GmDM93FPJwwQ8IIf3JO90Uc5AtImpYzDgN7JSwegiiTiUSC3e5tE8nBE+tbKaz3lBZoC7QQHtd5Bb7Vk2qWdTieoKi6XC56fnzGNpH+2Pzze9/NS8tXHbwBm7h9/o9TwC+Rx4Oeo9mHiOG6I9v2jAjSKA6CG/eUF73/4Hi//9E8QAdYY8WI0TtUQkKaEz7uqlHjjwHeJhxEp1N2cby7jBvjJOJ23aWs1yc8QL6Byc+cOU4Hgo/X0hRTczD1FBkYbjvK51tg7J3M3EwJ+BEEOrzzfoZovzdVosjoX5PThm2FKHH9tjINkLpxMePEbwSNVRXSu4oB5cUkYwgRIGDNkem/otSHRgeLoIkspLjPkSU8EHsgLeaDNiykw851p2Q+XqYmPn13pYygpQyagkTOwrpAGrM+AXAW5Z5xwxrKtwNWQrgnZEtZthXXAGhfyapTTRYmQqNCT4DoSrv0KbMB6WtzEpGLvBSMYlrhCHxX1XNA37q6HGaJfN1YYemZjHDzN4N17H+OzfsVUj4waqALqnpvXhoiIYBEBEcmYrdRrZ3GfepUqQCMA1zt9IjWR+RBPEYsu2EdhZzkCWm3QIOg6YL0BtUD7QPQDWuPk8HpsghkU6TPqlSq7s8Nlao7Dc++svB+aeVyHuT7a1JkbTLqMDiy27tOGKmSw251ASvdde5YVOUZse6H+WwOpesrVQFClo5YOwB3Gz+czHh8fEULA+/fv8eGnn5yShp8Xx//Bx98ntOt1d3kP4mB8sTM+Pk8Df4oKuvwE+kzW64ZP79/j3bff4vF8xvOnT9hBNUEKgZ2PMNwnKiVaMZDK0rpnsgBEN0WoQ+23vJb5087IV1FKo2iLBdJ2LAAyDoT4cL4BVwY0E6Woze72wCFF59m5Ma6Ko/qGkJJ/Ig6uW6tUFySPPxVQjUOz0+Yd3iRx0wJt33fUvfiE4bQkUZQxtcl0it5KOVy6e6sH53F1Y1zNcgR4Saa/YCsVpZcjomKGnE0EWwCIBeQY8fD2CR8+fmKnsGQSvx3hRUpUkywLLDN6oIggFCB8jEjXhLWtWGpGbhlhCwjXgNwXrGOFFYNVQ9KEw7IHtLhDApaHBSlkpJHRY0OWjEWu2NqOlDZyQpeOfiG/8aqKmlkgu9Gua5K+++Qd8qICRNF6QTdDzDS5oHNORjVSxmIM0BIwCm/gjMQR1RRpJGgXWDcoFMECehtInZ2mQv1Q5++1vxSEJSCFhGUsLKKjYzRDD829IOGHo6tNwLXT7OwEcFmhcxPdCzUGvWUm+Y6dbAf+PYwFEYKDykWjZQNM3I9gIGmAjoHulLSpEjOA9rDDCCCpYllPCI0KrN4bdDhnU8Wv4+j7Dl7fj14gBcDl5QWfPn36eWG8N5r4Hyqavw/Fvn97dpFfG7V/qUjONruBxdHchDcoyvWK7//0J/zDt9/i3Zs32K9XWGuUK20bRq04n8+0CGvVXZX7ERcqPnpMys8EOXiReOfmzuEpJ89g9rRAL2wzL3gYsJfdaTrt6K4AcHyGq2QEiCkju9VZLTtECUZ1MyjINWyD+63p9OObeacOOa3E92Tq7tkT+KmFOc6Tz9ZdHpbd31GFxbi7ymO0BhPBXquP2HzZaq1IISJKOACYlIiu9sYccgCHoQH5i9x3Dl+Qx2Xx8emKtJ6Qz2cgctfXBZCUsD4+oqlitwHNC9JYkJ4T4iXisT7ioT3AnoG0Ryx1xVIXnMcZZzkj9IByLXg8P8LQYMou6eWyY1wFWskfDBLQYoN2xcAAkiCsiuW0oKJhK1fIA7uljoZ95QqkCmlHYVmgiQmCozOHRmTA/PdW5ztGXx1U/xxcG84hQ7oAA4gaqd+v3iF2RoOsYYGOQFmoU8RiYD4Qdzbk3jahvl+DImqExYGqFYqAkD0uolbUy+VI2AxGEOJwour12GWP3lHKTnbAGI5XGO9HBzCYq01Oa4zTO5L0HfGDXxz4myBMdgf85iP1jKAwD9yazURKiWq2MfOVBveZpfL7pYjknOBlIa1uf5Xbjtd//9Lb/w2Pv3/s6/2o/aUieY9s2xdAHn+0fcfzxw/YrxecHx+xJtrxX58ZY6DqvC7XkE4QSP1CUZDWAzP0UpjKVxvgxYk1iRy/AIr8pwWaQly14BXdu8Wo7siNCZrRALWDDjYynbfH1GRzyW8AF+rLwpOzzdPbx5hS0YcjVEokc5qEzoQ/gJ1mKTtyyjifTiSXi2IE/syjd0ZMgAWwuSTRjlUEtcvDuMu0wORAfp9JhPezDxzjYiKHLTgANCn1Bup0Pz5/Qhvs6odSd91FKHKb6GcIMIlIbYFeFakmPJQHvKlPWPYMXAXv9B3erm+xyopUFOu643SmWUfODaIDKpTUffx4AWxBqQmXlwjdH9Big1XD0IFwjigWUEdDaJWmJsauaokrJCl6bBjBTSByBoZndquiiz9fy0ollHNk4WqZoBkBHVIZECYNJEmbIgzqsVENOgRRI0nhfWB0gzVzAQP31iaGsJCdUfYGrMBpXZFyxMfWgdHoyjPoVL/kTOls4q1rtdwOcz/omvsJsFtz2zz/N4b5KFxxWtYD8OudAVspMX6Cud3i9KtxGK3w+qBEMikJ++vphNYbrtuG5pOc+vMVlRk7GLdYj6lkgwCn8wPeffstHs5n1Nrwn//+7/jh+++P7KfjgvzS2/fvM5s7rC8/fqPN2Xz87TSf113kayBnjtvzhpmd5n3B/MyN/NZmtr3g+cNHnE5nLCkh+Z4sJLp6YxYhFXLZ3CdxKiJmN1V9MT93Y1G4r1PQoWV4LseyrqS37BxDh91Aj+RZzOLAzLRG65XxCcG5XyIEE2rrCE4NmnZkYwxctu2GDg6/8QRE+4Qj3tRLG4AwgqtIHODpnbrzQddz+kd6JOn1iimHu+V3R0xrt7mvMiMRPqiiuPomzMV8H8fPQacevh6l0iYurwtBqMHC2/cdQxW182eyQAQYOSMtC2VyMSDsyvF5WzhKbxErVryzd1jygnVf8dSegP4REr4D5AobHSE8I+cEAzvnqMC67lA94Sk8YXzziOs143JNgD3hp+0jNtlQw4IaKq5KaebYB9cJMWLEjpYbrmNDCyTq01asICAipIzi2TcddjAHAFoOhGXBGhZIV8gA1uUMLQJrbmBsLsWsA5KANhrGTtpbCpF0HmHX2YyIMxKgblfGA1gPII374uGUtHaYjLCjXdCHUU466JhuvgIKopCUUPrdHlTJ4x2NXNplWfxw7EfX1nvH2LaDZwvhhNTQSDXyTlJ9P8+snYjT6YTqY3WthT2oKGADvYFyR79WrXcgRuSU8ObhAW/evEEpBZeXlyMj+/PCOD4vgK///Vm9wS8Xy9/w+Pt3kMArwEY+f99r1c1rUnlQB3OoYvnTf/0X3jw9kUi6Lgy2B46x8CD6QhCVxg79+NY+Zjtnq0tz7hUBoyC4ifNbI7LmVl1wIGcWd9FwFFoNpGgMJ+qqZ9PILHwhcPk86TKiEHH1jaOEMBDFVIUauZXdRx05UGh/ygBwjFJXHXiSoaPO5uHuGNxNtd6Pwh0D1RHmHVLz3VmMgaPPGEBwJNRHfA0Ri4/4ZoMXfaeszYkAfvGzwwgpoYMuM5ozdLBAWoyoABQJa8uQXZFLwrme8Q5v8dSfcG5nrPuKvGek0/dA/C/E+CNS3iDyCSobUk4Q6ZiUMApGMoC3aO2MYQtCeIMQB/Be8f75BHRAmgArB5WupD6lvmPfdwai5YRdNzSlphuWDgZAHQNduCcUp+yK6hE3EIZABpyb6aPpMPTaEVo47O0AMIwuD5o9mJvjgpr9gIAyCgG+SJ7w6L4OUhYeiwMA9+5l3yGt3SUq3zwHZvbQdKKCks1BR3S+cBN4nLGxPPj5WjIJkp6NjLnovifkoQ3VYyIimi2cspzyw917gHWg7MWNOLizn7zioY0TjdPJ1oX3dAwBH69XlH0nAwTAZ13fuGui7sduv5c/exwfH1/vOH/l4+9fIH8G2PjO476LxMAR+jU/Z6LccwRXYLSOD+/f43q94N27b/Du6S1qbXj/8SP1tq0dQMc0S5jyvzlqz6B2VUWrjlj73jBGGlHQs08AmQa45vuhW3LbOGRSgGBGrVJryswROSgwhz2Tme+zvEgGpVrCkeFpNlBKPX6OlOJBJtfpHO67U6J65jtNUllGJ39tfj0CKPxRgnpGSes0oXBS8HzeCcLwd5mdYndUce5RW2/oox6mt6Icl2hsyhG0u0pGXSIYLMJygi4LWopYtwWndoLtwEN9wD8t/4R3+zc4XU+IHyJkfEI8vQfkA2L8E87nZzw8XGD2jDE+4XRSkI/dvZALzDJqPeNyWZHSCSl9Cxs/4fHxBLM3kA9P2Joi9oguHbUrdHRYG6ipIeSO9DZDGnCxC0wCLAEmVKxoJYdVYkQSPcjRUEW0iAB1BQ7QR0O25UaqHgNZEx3vhyEsipQW8mP3iiEMAzMMIHIMr2hoY3eTXe4ja2qQBWigWcpcWQI0QLbGPaSACh+O2cxdInAjzuqghHWyHeZEVEphwReufA5QkBes35ucxNQnqJtNGt2fSH0KTNPsGctK8K+hHbtywxQ28AAZgyuAJSWc1pXquG3Dd3/5C7br5bbael1XPqsTdiuarz9+1B18/vZfG8O/8PhtBfJLPMjjh/gCcfx1sXztI0nx5q0wfoFcbr3j+eMnPL15wrt37zDAgKBp20TqC/XRMxJhKgcE4Ig3+uE2rTEgKbl+OSaU7YowAnlvYNcKd2cezpXkCcruMGcf7x3pA7yjsqlqAd2iA5P2mmutUwru0sLTWV3aNVPppr45BE8HPFIBu5N46Zyjvk6Iboc/idzBl/LBvwachBxEjvTFoHTHnkj1siy+W2SRvec9Dn+thrlDuZsKSAiwQUngsi5IpzNeyo50PkNTxAjkwTUNCOuCsEWka0beM3Jf8Af5Fv/n+n8hPkfIB4Hqf0LDn5DSe6T0A06n7/H4+Iynpw3LsmHff8SyCFJy4MQGtg1I6RGlrFjXE/b9AbX+iJeXBTl/i2+/+VfEsOH5+Rv0lzeAAC/lBdt+hT4E5CUBJ/D1HwUKRhoMCZAEIAbokvk6enxCEKD2jmABUSPSSBw5BzCaQSL3uBKopw5Ci7ZurpdOjlpXTg5jdFRhMUqnBFHBtl/RraGMijYqA+k0wGqD9ME8peiJmd79y7gpsnqdB0g/yNvTQDcI7wcTqrLC0TQUpJQPyer84+0m9/oxuitPP4j0AuqvuxmBqcFcdVVFPq3IiY5IBMv1RjFyRyIZAyko1pQQRfDp0yd896c/4fr88jkQfF9LZp1xt61bsRy3TvK+CL5++3c8/rYO8pcK5uvH613kPaEc+Px0uONN9tbwH//2b1jWFf/8L/+CJWc8Pjyg9oZS2BHRBZrCdvUbNCr1zVDFaA0VnYXK1TWjNez7xutAp46UnocsEPCLgYWM+TBUUJCyo8hJcblcfWlN7akou0XIHEXngMGxZLj1GFRhIJpHk4ABs45SykHKpYGp05K8OAqEo3Wk2mdKI0OI2Larnz3sYvow7HZld+gXfvSIhVJ2nvqed6Ig/aKRN0TTgsBxaxhdgOJCE9gUFRbIAWw7F/NBwOcgJei6ogPYto71Y4JcBUtb8Mf0R/yD/BHLpwX9h44Y/x3n01+wrN/h8fETUvozluW/cD6/x9PTjvXxER8vwOPTt5CYfddWsZQdpxxw3j/hzf4BpTzgcnmPEBbs+0eMUWD4R+Rc0fo/Ij+/g+6KMAJgL86r5Gt1yidIFHR0DAy00YBqCJ22JzLo6nR6fMCnT59gxSDVn+NuVPEoTU8CInKISJqRLPpYzR1kaTta67i2DTlnSPYJJxq6NiAJ0WqNCHFg1x1NGpYYINUQnVPbW0XxvXoADqmhdspruxuQRLfSw7iJIciT7d6P8EAdvSMlRr0Sw7klN9ZaMYzWF3nJSBKxlcKD18UNYowkCTEda59eXG02DOW6UUUVIx3YhQd1DPO5Chi14v2PP6Lu2+dd4Ge1A7eieF8cP/v3fS25G69/NoJ/ZfT+wuPXF8i/Vgxfd4/DbjSe+07yvouc/w53b8/5cL5t5HZdXl5QS0HOCcuSD1qPTsRM2C0hMKrVzA4Di+aGESRZG0pvdOmpxcEacGk8zGlDjH5S7zQ1BrTeEAO5fOSIuca0s6hKH8yXURqMttpomhHJHxxjoNRy7EPFu9IBRjTMF8zGQHLH58vlAqgcxHJ2loOGq60h5IUFDxx9ZFnR26RJwLtq32s6dSiE2+tUa0Wv3InldUHKCZfrFcz3LjAY0hIRQ0JrjNQVI79UYkTImZG3AppeYFKeOhUsmyLWiPM445vwDZ7sCftfdjx/esbbUHA+/4hl/TPevHmPd+8+IuefEMJ3COuAvvsXxKd/QFg24PEdJC7kZ24bsAwU6Wh2guAjcrwixp8ALLTIeulobYdZg5SKdX3Bm5cnJHuL0ANkF6huKFYQzoq8JDQRGjIrCf8RiVxFJafRikG7UpRgym6tc7+4aGY2yyAjoLZGZNtR7DLIWcUQdGvYHDSxMNDRSX9TgWTunRGMGygxsg06UeQwjLEGMWLbNl7TfhjOSN/h3Z91fm0bbp4caI47+m13vw9CQs0t7VQDFC7/8wiQXvnxzV3Fe6ukPEV1JH5CCxzPQ2LevJkhRarFuiPWMTLCJMSId09v8O7pLZaccHm54N////8P9m37+gg8C9rr4mhfKpbj82I5/74fyX/l4/d3kL+le/zS4/Uu0vxt4NXb3Ct+//33WE8n/Mu//iseHh7x7R++xcePn1BbO2y2uruVNHdrnjzHWqsjg8ILcYA5L96eyzBAvTALAKVrUAiR4IaTtfOyEEkeXEoPa9xRmhxGrlzO83BIgYUOAPqwg+bDcRY4lpYALFKKdgRhjTvDUe8KQiDnbFJ3pq/lVDGIX4RB5450ON+TqLwuC8aQY+XQ3QpM/Tnr+zgydaYfY79ejzgBqGuzQ/AkRqeO+K732BypQoQo9dIXnNqKZBn9OoAPgGwD+R9+wHp6j9PpPR4efsSy/ISU/gOWDPrmXxDe/DPw+AeEZNglIC1nyKqQvMFGRR8VEh+Rxltk22D7J5zxX1jLDzCrGEMRwoK20Km71or28o9II+H8cEYaCc/lE8Ia0MHObsOGFIFmDev5hK1s2MuGUgvJ6Z35R2YGa8PPfcF0oWfW9oAgoFvHuqxQU1jnoWECpHPCwEDt3EWa8G2oQBIwwoBFY7Kjkg/cPaJ4AIiD2uWcInOLGg10YwiIQvenCgZ/iQMzYwxISsgpYUQ7LPxmJs3oHft+C0Wb4OYcu8cYKDubk165W5xKnRiDSzW5ZrLeyYQIBBTXzPjfXulKr5G0oKc3b/BwWjFaw6cPH7BvV1j1K0hf1Zb7Mfm+MPLG+nknOT/376DE+X0F8nVxvO8e58de/5K/9vF6b+mPy+WC55cXqCrevn0LDUyf6w7KTCqNinBY8tHUnAqUcz5oP6IKNWE8p5OpR6NOdPSOnDLyujgqzhctOoBDI1hX4hgOZcvkkI0xUPcdKh5KZDioNap6cM7U95yq4eAgikTUUt0dyAOVzC9yG5ABhOEOP+rGq+KuOgjofhAwL8a9BAWHAQafX3esjpHJioBvPW48tQk2jFapLJkUl0hHcYmRmS0qns9C8KL7hRtUoY2KmKf0hG/0G5xeVoxPg7vI9AyR7xHCX7CuP2Fdf0JKf0ZYDXX5I/rpH7Cnb9HlCXZOaBYw0goJCWE1iA3U60ckVMRxhfQXWDwhdYFdvsep/IDeI5blDNUnXE4n7HtBKYL1+kfooiiDz11vnYhrFWgS6CmyA4xCf8YWAAUR+hRolOyE+wBFaxUaxXXV5I/S5FoOJocEAJ0jrQWDBEFvAxYYW1w7uY5RI0YaqNJQrAKFtK4AHBnVMIO6Qmae6dPnMeZ0yEzNIysINlISCN9XEqG+rW1SikfNmZZo6l3nTOac+TXqii349+XUIEeKZm8d++bMA//+OSZ07ag+9QUA52VBigk/fXiPP/3Hf6DfG1N8yWRijsnzB/1rneTxua/G89cF9q88fnuB/DXF8a/9P7/jMcbAdr3icrng3R/+gNY71vPZreMHeinH/mS+cA4fc4RcFg9554MhUB4NqorpAK7KU1G8YwoQjHiTcdUDyeY4FBKjXoP/P1SaACE6J7M1D7xyM9l2i5iY2dITqJnUEBsD5pzK3jtGbwfNAmA3wj3lQG9O8QCOyAfTflhV8WmgTh1mNyt/L8De/LBAK47OoPkeaeaNdMDXGXrkPg/vVBkWFSHLAqwLLEXoRgT5UR+xthPCFmEXw5M+4Hz+31iWH5HzD8j5z0jpB8S1QN78C+L6R/TzH1GXb1DjI9L5LYCIrhEaF0fqDbp8gtqOUZ/Rt/cwy1DJ6CHjbP+JEL5DrWeoPiAlxfOzoNYBYIVcnvicp4EqBPuiBrQRoCkwtiDwMMpu8GtuDUvvUFDBEwJaaSR8m9FpS4wpx8GwYYOSWQlJCkRgt4K0UobYhMT2kZirVKVBAq83VOYm6RhcHcGoxwYgTvYWs2Os7q2hq/B69R2yAIjeFZa9YO8bvUCDx6YKxQ7HoTi6F3/z68Y13w4+9lYJGokbT7u+WkPEklzaet2O2OB5TTPR0fORwIKZQsBoFc8fPuCnH74/RApfrRVfGrHn+80+7yRfj9r/Ix3kLxXG1x+f3eP9+75kjfabHobnl2f8+bvv8PTNNzAAb948oveOj58+HZ50dve3+d9z5yeuSKGihh0nDG4XNo6R1jzZzcKMS6BzTXOjA7r58Pc7FCZGWlIf/RaM7gl6ACV70akSwT3zOOZ22KgQdQuzSVPy4oNhxzikkEPNoCIM3poUHYN3gDd6Bu8rrhHG3fjeZg6Nd5fDjM7XTkeazDUNPCSGd/XDDCHSoWcAgDL6YUr14rpCTyf0puQ8tow8EsaHjvJDwcP2gDffXLEsn/Dw8BGPjz/hdPoecb1CHv8V8vBP0Id/Bs7/iLF+C12fkN98i73jGPnm8xLWb2D1BfXyE/oIgCUs6YwQFkYL6L8jPP8HagVSKnj37huUMjBGAraA/nFFSAGtKRZZ0XLHKAPYgAULQlU040GzhAXdOl62Fz6HHdAUkBM5udaNEkfraNqgGGhKStF0mk+I0MSJJKYALF7Y0CGRyqlilUwiMSTxlYUx88iPOkTgcH/n96ZOOyjd40O80eesc9aJIcLSQN1ddQM/NA2+g2xHEFsIcuzEa6lHjC+LDTvlVgncaAhACMeKIacMDMO27wRG++BO0rnBURSnhzOeHukQ//zxIz6+f38DLl/XjM9u/zvA5Ut7xZ8VR/vCv397wfydI/ZXusb7sVq+VCTl4Bvyj375c77y2LYNP/7wAz5+/Ii0LHh4eMSHj58OjtqU5E3N9bSGmlb0GjzutTeYO6DUObYIDqSNsaBUj0wytcEtpRy0CT4aR3dh9kuScQohoNbGsKEpKfTf+zC4Hcymbo0JdsuS78Zqt6PvncCKE9hZHDxYKkaokPPWWrspWVSQYnI+ZUSrN4/JmXszA8pSTEgxobbKZXofDFZaMk7LwsI5wTZVZvu4cesAAPNkRnfbHq1Bx0CqEXGQCrOMFaFE4ALE3iH6IyDfAeB4/fbdDnn6P4DzH1GWb9HzN7DlW8Q3/4yHt98i54z9/XtMgvX8XcYYqLKgr3+EjYAYzxBsCMuJKO/lGRb/E2H8G42M1xW1GlrNgKzA9kdof4BtBpyAoR3dGupWoSZ0CzKlu00wxJUSUQUR71YaVx6Bnf4WG/poKKxqLBqZlCu+n+7hEhSi3DU2afyDBj0p0A11FOh1INigpZgqM8HNv67x+lbw0N3bht4bohBUYTgdDaEhnEa2bXNxqKHsGzAyUk705vScGUQgTPq5gAFybiZMmhhNl4PfYzZfg32no08fOJ1PSDGij0lNG1wDOJAUY8TT4yO+ffsWAYIf/vIXfPenP8Hupqqv1oDXoMvrTvKg+nytWL5Crn8lH/I38iB/Rdd4//7j77+1e/SHAc8vL/j//e//jf/1f//fx/gQHdUDcPALF1VHlRV134mQHcWBu0PrA12I8uWpU26UMrZSeNK6hnWM4Z6Hjm7HgBgZpl4950WDq2hUUX1/p66MGW4NVWtFSpmZ2gBH7PkadtqQAaB23NHJWWSH7y8B8zgFz14xdgExk2ox90TiI7yKcNfmow9fGjncecaYgAOvm9baDXAC6UIpk5IBVTeaTeQOxggNkZEE8DiAa8CDPuIf3vwBDy8PsGZABVK+Iugzcn7Bw8OOt293rG//Ef38LUp+h57fwE7fQh/+CM0nRmm0dljbzZ/r0A57joo9/SOiFaB8RIPB1mfowwsCBnL9CVF+Qu+PePdOUcoVqhekWJD3R1g1WLfDQm2TKwvD5kICdNRLgVkEOk1HaDDC5zF44TblTm6A7vJBAnXxKtBxV1TQ8dIvrsFmZEQdFZqUcREbvQPGtA4LwY2iC8bOa6LtBcknGBsDOgwh8h6clnU2jU8G9+UhMICOlr/8eKvFi4YA1oA43fRxXCPmh/VkUNTWyYfV2yTThxdeGDmVAPX4ZUcZBEtTzjifz3h6fIM1Z3z49BGfPnwg79jw9VoyH68Bl7+2k/xqDflt4/ZvGLG/Uhy/VBjv377vEn8JuPk1RVRo3f7x40eUUvDm3Vu8efMGHz99wna9Eml2cwESYV0d4F55mCO0a50HyP86eQRq2ctRUMh0dMccvzltGBAVED3Ai5sZrnPIjFwzlrXb76vBVSiNphTVx2t1Gy1yKGmTNq2pZnTqtB2bT7eZoy+GA/nWKUME8z8AZlL3xo6zj350socHpQ3U6sl6QWEeLdtax1YK4gxuapV71Mw9bjfy8mJKqD7LL8uKkDNapcY8S0a0iHZ1M1tbEOMnaNjw9m3E+Vxh9gHX9oAgC5Aeoetb2PqEdH5DPbs/DzM4bAIGxS3b5thNvTnD0RAvyG/+AUBBsw314xWj/AmlBKQUcDqteHl5xhjf0+D1+oQaKwYGdAgQmUDYW0cKEcM69rKjoyOGhLAS2a1O5B7wPKIAAM4tNJZCyUKZoq9zzBgV0ZXBYy0oJIII9bWRy1sr0JnvPicgGcaP+SplgjZC0itZCe47yegNcg0xBK3zGhDQzzMj33LS1SW1DhhOGaJAUNx0N7iWH8Yo2e47eJgda63oTQmljrQEjMNQjL+b9IaUItacseaE0Rv+9J//ifc//TQDub1Ieg34mhP4fVG8//trI/Rfe/+vePxtIM1vKY73H5vj9V8rml96mGHfd/zXf/0X0rrifD7jm2++wRgzOItIMTMvBu2efIkeg5c8XwiHENwXkTLE6Y4841OpQx7HAjmkueCmhhse3DX8FA4Odkyd+IwJNQejJ7giIqi1uRkDVTzBL65pEDEckb+tCICB4SMdR70xBkojsZ1dIlcCCckRdzcg8F3jNARu3n3y6Rxus8/nTe9+7ubW/TwI5AC0Zm7zMHIibfQjRlRMoKZIgQayaIwciEGQYkeMAykVABcM6xBNEEloptB0guXzsYKYj8NIw98vIjidTp/9HrVWIJwwdEFID0int8D+Dm37hFpeoPoJ6/qC8/kNzucNtWyo7QU5Z1hbgAb0nhAlIuuCNipqbfRylMBrywSI1GYHpfN4Sgnd2NEOHQiJg2rvA5ttVNUkigiqd3NQQ+mFB1OniSzc5gvO3Z17x3K5IAU+5xQadKgxcbIL+LkOpAjADGobBxgzekDHTaoapsPPIJOiG2WMNmaqJbCu6yEOEB+R++iHefNxK/u9YgCixMM9y8ZAiry3Si0ABEvOOLsZzE8//IgPP71HuV69OPr48lk066u6cF/QvlTo/lpxnI//EanhX901fqEwzt3jr/m6X9tx+hPZe8d3332Hb779Fn/4h3/At99+CxHBhw8fcLlciPBNO7TWPPBMMNHaA2hxiVX1MU5DgLknoPjSm1I7RicADmoMj1kdM/7VIEyxYneJ4T557FZhYKcpSichVaCShiFC8nFQPWRh1XefAx0xU8jfGvO8D5fzGNALL+6ZgTzJ6b0zynba7s//h7tN9+qLpGGQohGPNYDKLJDsfEzlcG7REIBIwAsxUnUkN02w9Q5tpFBFSxATRAnIkpGiIMYO1YJanzHGBQgJMZ+AdMKQiBAXSFxvB4TexT54wRShh2NK6XjflNeJCLqeUPECIEHSI9L5Ca2+IIcXqG7IecO6FuynK8zOUKmQ7S10qL+mHRoVRSJ6f0aQiLyQ1F8HPSk1KzmMgK9dDKVXdOmHrHO0ga3TgWjVBTFHAm5ipPpUQ9sLrBJBD/wlOYY78CJBUbYdQ3n4yhjolW7vYlMWyD0fVVYceWstsNbd5YpTyhidI3WIt/FY1XlCOA4f5hRl5JRRUPx+cZd8UQzpmIqAGUVcK42YJ8A4OcFLzr6nT/jm7Tu8ffMEMeC7v/wZ15dnL1Y20cTPa8CXOrwv8Rq/BNrMt3/pY7/y8dtR7NcI9deQ6l/6/Pvu8Utf5689vPC9f/8eT285Zo8x8HJYJRnEfDzVaeBgjpZxbIEqrDWUWtHcXinHxJGo06cPwryZ5NGf08MOOsdvOVDy6f+oQQGhnXxOM6KA3zenTLCnVup2lV3Z1I63Uo8d46HR9lFmuCYbAKknynEnqJN7fXQOxlCn5if5vCjGYEcwR+3oRONJ8p0jkznqzVgJ4GY6PNHNAU2MHTAPm+dOlztIa0ZqiwRYM/Q22IUFwxgFrW2o9YoxGiQkSMxEw9NC55e0MHdnFjz/+8gEd0ZCrZXREM7Vm6TmcHoDjBcUC1Ak5PUdUK+wlx3aPyClB4TAgzEvDxhjQ20XtJqRWkITHqgQYO++moCgS7w1T0ZObLUCVMOQgWJzn8cDlcV0oA6CN9EiJAC9VCREZJ9QWilc/XgWEAD0uQsfLNhlK8gaGMfhnWWO4ZZFNPh+8hYVdR8ozcUBQou11voxuar51auCrMxYN5dxtlpR9oLT+YQY6Q05970h3um1vaCpRk+EZJFMOWMRRQe7+8eHBzw+vsG3336D8/mETx8/4acffkDZeJ8e4/WsH38tkvX1mD3ffl0Y7z/nS8XxtfzwK4/f1kF+rTh+rWP82uf+UjH8Upf6hccYA3/685/x+PSEp6cnPJzPdCVWQe/Gk1OIInLE5kkYlemC1V/44bscGozSOmwYd3Ihils2hcN5p3lsgfWBlKIbyoYjFQ7Cbk4HM3un6gCOjvfGDO8UE6LLutjxsRvJS4aliFYb9m1jJC1uHdIszNVd1KMbXkyKUHIQo7Z6mBi0wvjZ+50dBMeOr5RyLOTnCG8ggNQHid/Js2a6gfuwOI40upiS+0RyN5tCQl4WjGvH9fkKfVHEbsi5AeiIkZZlENrTWevASpt+WVeUUg4zkjn2zSI5iyFjA/T4WEoJrTUsy4JhT6jbA7B/wOgJFjJMFwAfofoNlmVHzleU8hE86lbk9ggZgm3fsO8FeLTjObFkeHh4QE8dZRQU1GN3R+4jeLAKMKJhSEeRHSHTJ63uOyV5IjRvVsGaMrQPaKf5Ql4WNHPgpDaIG0EEdwyy0ZnwOQYMDQHiyZLq+UB28GEVXIWIwa/jAG3CYm96kMtrLWgiWPKCoII+99oODkYN6KJovdJozoUENwGGX7Mpo6IytdB5u0HpIrUuC94+PeG8nnD59An/8e//hu1y5e7RSezHff9rQ7W+NDJ/rTC+/hzgVxdH4LcUyF9bHH8tmv3Z5/0CQDNRtvt/i2AaWXx4/xN+evsWjw8PePvmDV6envD+/XuYkSRLYMLcqoxd23QrUeWSPIZA9YENZwsYktKin0+uHDk31R2D+HWZjd0clAluCGoGlEZH72OMMN4gzTOmQwjsTPpAqxtGb1jXFeLfq7l0kN+zuoNPPKJuOdETjNn2Da1UhMhu8rpdyd9bCD69vFwOh/K5Z52cT9rty+06VYJQs2NTEIiqpUIzAElEvj1aNq40xW2tYWhAlAUwQ7nuiCUgNBZ7KAGS6T8IMFC+XS8IS8eSEmJM9GHs04LrVrBnR11KOYrh/Yg9Dxp6HYKk8uUMHS9okqBxwRgfYPYM4IzWFECC6gNiKsy/2Yzd/gJI52iYlNMErc2ml2KhhjoAJgOGgSadctUEKms6Xaas42AjmBlkDOgANI5jl1hqReydYIfvqnsjaKNmNF7pDa2xU5OgNI12l5w2OnotsBgRPAJBGlw5wyM1xAg9KG2KtLqD0HVD6w1Z08EQOOzv1HxPv/I177cD63jOxd2zQkApBbVVlH1H1IDT6YTTuuJ84u7x44cP+O4v3zl6jlumNb/iz+vC68fr/eHrUfv+fX+tOP63gDS/1A3+nr3kBGxe/3/A5yYWx7/9bS+aNgZ+/PFHLMuKh//1v/D45g0ePj7i08dP1LdOYGEusR0NnrQWdiA8NWtlji+jVqkXnWNtbdU5YST03oALj0YYdtTwcQfUwMcY9VG8NZLI1W+WOnXeIN+wTy6jGXLOGCN4MBflYJPPWUqh5ZXh2LXOTnUWlyNozO3TksfHTsAmRebPbGPzM2fu+gwa+XVzzBhC84XpyBKWjN2lbRgJOjjyBQ2QZUFoCdYMeyt4l79BPmV2UhVQzXh4eIsYF4SQoXL1wj1go6JsV7SwMQwKOHTBc286O8rZNR+a4Kno8aJfrvx9NEQMY1+V8oIWDGNUjFGgWhHjoAEtdmioBGEGUWwxQfRVwcBANx5adVQmACqJ02MMVDSox7O2UWEvns3uF0VcMtSAUSuulws0BEinB0CAodaCa604rwtr7N3KoGw7D2M/YIMId5mVHWbbC/XRk3OYcICQ87kxV2dB5BilD5WMZ593L6wLaLzRW8cQ7xL9vxBo2jJjj+kMPtBGZYZ7pCdrcw7wHx7+4LSeBe/f/4R/+3/+Dft2JWfxeLxqjj4rmq8er4vafSf4tcL42cd+fec4H799B/lL3eCXit1v0WnbV56cWSynFZpfJNCB/brh/U8/4ccff8Dbp7d4enzEy+Mj3jvHShP98yYnrPmLQ9cSAM4DnKa080KotTEF0EfnuYubY90EEFSUnQTs/23vPbscx7Ls7Oc6gGT4zKxqM6MeSSON/v+Pkda7ljQzbcqlzzAkAVz3fjjngoyosFlZ3V1dcdfKlUEHkiCwccw+e6vWnpy03WJBmmTiAGv14BWPjjgpGCvohi7IOFcRgvoscJGEU9cvlnir+pJRup+yO80cnTRrz0ZpktplEbEErWkaa1TLEmJOop9ZRKbfeT/XO0FqUrnsjWxaMzdumlbk7OGtr5NpJSMWAzljLLjg5L6tZRxhHCveL4ADXH1PKRMmDwRTSNMa02/x4WCOVFq0HWOctT5bhNOI421/DcOgU0UFU5OkbDXjnIHUoh9J860taieQKCUSpy3Z9iz6BbnPTHVCWa+UKuIkMgJaZE7bWFKNlGKIRJ2995QYGbXWPW234rZpRe2+OGnG1JzIk3IoSxWnwJRVfb2K/mOt4qJooKQoik3tdyqZOI0yIZW0UTeDnXBFjRzaoGWcWnZ6n2gzqtHDckmasZj2EpmuUQ6wOFkasX5oDgByMICTLAijAs1OygoW6LuO4D3jsOXjp09cXJwLVWkfD24DrXoDN+b7b8qW3QKCDS9+9PgtYPqI9ZkR5C2R430Ael9t8uaqu2hsris0xZ8C6JUbmG9vri55/f0PQiVYLTk5OWYcBtZXV0w5z+lBVlsCawAr/jbSwJHUspl91QrjOKjIrgCpNVJrE2k1NHWBauveR5cDySqhfFYUKspNc04jWuYo1nlH3y+oVaYSnE7pxDjpfLQj+LCrGcWo5lvy0zUjrRmwraT4lDRHmM7K5ItElFVfJxNF7Xcw2mVvkWkxUJNE4UYBSLQyxZfEa6cSLWNMUZoNJVdqDUSTxEysMzIlsukZRs/FuRT8cz6k5oCNa8x0hZkuKHTYxTF+eTKn0C1ilM9oZsGP1rBqFKAWZaZxi81bbInUNEBJBCtkZzncPaVYanUzwFYqOU/UKt3baCNTEXkyUwAVxG0XBeccxQugpRLFysNYOoRdUHWWPcaIlcKuKrEXrF6ME0qhKoVgLLFEaoqiLh8jDrChw2GYkjTuZLxUnDajijk3WrfzUlufhlHJ4YZKwRoR2yhO+ZlVfuzmqCmjpkL7MQl8kCmsNtcvPXoV563CeQQxqqO0qbAs1x0vINmtVqxWK1bLFaVkPnw4FyMuTfEftVo90pi7X3Pz/oeixicAY1ufEUHeAMenAuO1594FkhopojtnBkeY1cbbKuJ/8fH9e46ODvnN17/h5OiYaTuQp4m1uiCaWmdxWasRaEtFrHVY42YZs9xOzBB0ZjvriaGD/ZJ37ABRT7Q2/WLZqQBVJNUtRcQKjPFzilucRm/OMmyFEmKsm7mQs5lUydIp1Kt80O64qSKLVTX1NsbQdYFxqsRYwWQ6OnzXqe+OaFdapXoEG3R0Uj5TNWZWom6ddKMUIGvVtbAUsUh1HmO07tp1TFp7chWccVQK1YNZWvyhx20dpSyY4oJhWBHjISkdY6f35O0HNh9WxEWk8wdYArk/3QGYRqktLYy6L/a719M0UUuijFf4tIG4oU5ryCMlbqlxwLkV0MsJ3ehP1ml33FOrUJem7URZiGhD2UvtZdeoYnsQhZppGsm2YDPkacIZrX17xzDJ4IEINgOlYEregWRKQrhXQRCTC6RMUZm+VFRgRDVHo1aZvHf0XZBZ/lIpCiItw2kjgu14tU50UNsEUtWMyHmHyaIrEHVyx3uPCYE6DLOivkF4v01guQUN3ml2ljWFrxXfdxysVnz99dccHR5wfn7O6x++59P7D/P5NuPBYwDroefcBorXcOSux36WGuRDNcd7utk3n7u/zbvWzdS6gWQWTUJgTsuH7ZZv/vRnTo+OOTk5wesUyna9pkmNed8pZUWudDkKP6yJ4O4OiNYtFdkGk3YWra2D3EjKLZKKMUrtJhd8THOtT75iE7dgbiQY3TalsB1GpiliDbP1bFNVKTmzWW/k7yL2qiHIaKXdqwtNMYrenzZ1itJ5ss5qt7qosyoeYL1qS4JvMm0KwLnZO+jYY046GRSCystlyIk8GfCBOk06n65EfBVfWE9r/CSgk0iUbcdqeUqMnxjHQ8bxmFDeY+xHMh6KIV/+QDUOWwv0JyQd02tpdWsiADNAyoecqNtzcrwEthCvqNOGMlwyXHzET1fYekzOhmmylGIRiqpwQnPXkaPoOBoMzjicad4zCN2lywL6zhIWFqxhW7Y4L9Jj0ygXZY+hD0HTadXlVEK3dxKtkWVqJuYCTtwkLZVghHlQUqJobdEAtUX81okHeteRkGZQUTO2krJGlEa5jvJbtjKMNQbXBVLODOMgepXKoS1VxCmGYRAqFToHViXBzjkRY5xdEFHZvG6xAKR5KbYjlr7vODo6xFnLmx9e8+nTp2vE//nc/hLrPlC87fG77rtjfZ5YxX6a/Jhu9v79d91ua/7we6l1u30TJFXEoYHkOGz54fvvWHQdB8slpycnnH/8yGa9lhqRcypSIb4YcRLnNW8l4qGKJqMApNUGQd07Ic0cUcAurR2HkSlOs81qv+j3++7EUQzjgbnZIg6D0zyC1vedks5FcBQVnUC7mkVrP9Xs6DnWNsXmrKm9dNWtcyy0KZNyuvZ5ZX5bpmpK0cjLSOd+HCesc8ScAEnNja2i+ZgN1mYRp/Cego4yjqNEL4sFNUCyic4UsitshjU2ypTSoi6wdUUph1j7iu32E9BzeHjE6eIjJV1BusTGS8x0Lt45NZNrwB6czF11Sc/znGZ7awhEQl5DXkO8wpmBGreU8YoyXlHjmt5DjAfk3FNKIOdAzghQVuEgioCDlCZWqxXV6oXVOUaYCfg5ZZiAlWFxsGSMW6w25aTZJmUPrxF4HEcRmFBxiBoTNUZqTOoIKICYa6FzTrRHrZWZbI3O5hlrU6S2XYXKRhV7V7yd9UCt1pmviaxovdgZO9e7t9uNkO479aTxUqvMLaXXCR6hqXWMw6inttCIpHrgCDqS2oWOk+MjXpyeEbznw4cPXK2vVLj69tP9R+suXLiGDbc9dlst8/Oixv31tFnsuzrOTwXH/VXL7vVNOWZ+bC+1lidwDSRbTRKkw5wq79685cXZC169fMnRwQFff/UVP6TIOIxat6l6NZeXLbpeyLiT/IjLRTcXs2UGVThgMuJm54/VUrOc8zy32jULS+UxZlU2r41SZIRC06KhpDzMEDzBeWIdKcWAik00MPDey0Hmigr/WowRheoc5cpurHTjjTF0oVMS+s561BjZrtSaDLZXLqhGq1VeTipiIC/jaDIm6Zwjg9YD1ZDeWIJO18RSVLGliulVkIhrZGLlM2ZhoIc4RobhgNXBMdvtEXBE152ImnX5QL86wsRz8qaj5oQpCUMAJlxYUm1HmrRBYyqMG3ICbxNdHlj4zDRscOkKy4A1kSGuCSRqPWYYLMPgqLXH2gXT5LFmQS2WGCvRRFHXqYkyFUYzkkKiBumoxxJlBK9mbewVElEuYCnJeKARvYBYpWYXDNJ5NkaixiqCv8vQibjHKJGjNdLsmGLEO0ewUroouUhkiowJBie98TZQ0EDQ1p2alXDVhL0Rk9Qdd3xZ8T2fXQ1zhti62jqxVNuETSXt6UO289WYJrArilhWa/LHx0e8evWKo+MjhmHgm2++keznKbj06BrlHR3px9YrH7m+nGnXXSB4Hzjur9bB1g6prBuAeNt9+7SAIin1d3/5C6YUTk5OODs9ZXu15kN8LxqIyAEbuiDzws6yWcsURBN5aHUaO2s01rlYnPWqbZzUxlqzoNWxjBU/mnEa54aTV1MsidSK2s8qFciglrWoxqJR3UflI2r30Jp2UqCjX/o5jaTI+xqSKScxk3JurjfJAa1jY9rUSOqrnUoTWGiCwaJnSclgRRXJAZNGUNaKhW21Ow/vtmyF6isE4U4mn7GHlkDAGUceeqbxhFqP8f4VKcF6bQhholu8oRTI44RdbXFloNoFJm9w/QHZeMao+82CrZlaI1MecDXR2UyIF9i4xudLbFlTypZUAmM84OoqsN125HxArQek1GFYUWtHTI5oIykIhSfGSPRROvI6fhhsYDADuRSmOJJMJnvtOFuDLXooWjGsqjkTa8VV4dXmLDPrphRc58X+11iM/p6lMl84rardU3XuWwWUDWitXKNHVXNqEzXtl5itW0uT1kt7yvWi5OSsWiokyRgaP7iYHb+UeWYGHVgoahWr8UsWSb6Tk2POzs44Ojwi58xf/vIXPn34ONt9/OzrCwNjW08HyB9Fh/buxx8Kl2faQbmWKt8JkmiEaRpg/bjmWXPh7es3chACx8fHvHzxgmnYstb0xztHr5qJ0zjOKYA0WqKms7srqoxx2bm77vxuBrWUorJb0j2OGjnGGOlCh7O7Q6zkTLFWJKNQde92AGux2yAddezODlZYDw6yiPY28npLcay1Wkct5CjA1zyvjXOY7LSLu0u/WgfTeq+TE0pHco5cKtZIyijE445c61yecKZHpmAyNmdCtySBdGxBHPqWhmkY2eYNpTvBnQhYJ5sYhjNy+YquS0xTpyVlhzHvOZj+DKstJl1i0gXWrcB12NUxmA4Xm1F9xplCTgMxDtgyUWxlYSMmb6nTBXa6gHzANC2ZphPWa8c0HZDSMTEeEONCdQ4X5OJI3Sh+MJiZ62icke61EzWcWMTMLNVMzBMgAOicw1OoPkiaPY00P6BaNd0uQgw3pVKtqNV7a0hj0uahHvalkqcoTIJcJBvQiE6YGHUuubRJmZyNNm3KzO8V7q8qz+vFVWrhZo4ik6rVzzYMxuBcnY9/jBVTrlplUqqWub7dTrvQBb766mtOT08wVsQofvjue+LPDY73ptwPAOMjcfMLedLc07i5b7UvcY0P1dLt3Z9UlURqs5rG7IDylveqtfLx/Qd6Hzg5POT06Ijp7AUWGLaDjNDp3Om43e7Vh/THN+o4qKBjWze9CIG7NWpa+uvV8rJNqdQqepOhC2oWP1Fq0bqfpCy+E2fGlCZyaQTv+RsARtNjwziOOD3YTSkYL+Re5702A1WSrUo90jVxiSackLOqRTdwlKgydL3Ar3PYysxxizHi8RjnMXphEBqNzJWHWqhVPJf7vheJuSo8UImuKzmI+dR6WLP2a/qup4ZK7So1VRabr7G2AJ6+dzjXU4rwI5f5E2X8RN6+B7+AcEDdrrB+QagGk5TDmSfIQucpeaLUhOsNJQ9MW0dKJ5Ryyna7ZJoOGAbDMBwR4zEprkhxQa09w9iTXJLIVxtMsUaKKZjOYnsryt9OfHk6G0g2Epkw2oAptWCcF2UoY5iijAXaCmkcZV7dWNI4ii6AExsQ4wNxvQGlAcl0TNJGokynkHdCFEZ5jVYbMKkmqCJ11/cd2+0wH0NyeplrwwnigSSqPE5/253O6E4GbWYP0KJWaSZlbTqJN7Y0gxaLhc5ar/j44QNv3ryRhtJjzv0vvb4QMLb101LsL7XuAsp9MKx1L3JE6yR3AHPNTOPAxfknPn74wNnpKceHh9Sc+ZgLlxfnM3UjTRFr1XvEeVIysyLOPMpmpBZaqXPXOJesYr1BjY7qjoNImY2QhBIkKXPf9yLcqwcgrs5ewUIfklTdq5VCnEahExUwXkYTRTlcWj7WNJ1oVeTBMJRh7lrPI3tmJ5tWMViNXoftltD3NF3B1uTx1tEvFzKbboxyJjPNXne3qw19F+hVtSiVLPzNwWJ6Rw2FqTNccoVLHu8d0UcmO7FIC8b3xwzbxOGRZbHoibFjmgKrVWC5vKLvR7z/RNdDDiuM7zA2UGPC1YKhQEmUaSBNAyllPpYl03TINK0oZYExB9R6xOWlZbtdMo5HpLiilGOmqcOYFQnLZLZkm+mWHTZqndhmcs1MWQYGbLYUn7G9pXMdsUaYUCpPFhX5nMjDIIIkSuGxmilYjQhrztReJ1+Up5qjuGXOMl3WSA3Ty3HUVJusVQdLwGRR7inZ0PdSCgl7JaE2fWSdJXSd8GCps/lX13UsF0tqLUxTFMpSFqpbs1wWdGwNPkdKA9M4SRa26On7BYeHhxhjWV9d8fbtW969eyd82pvn98+xHl2z/LzN/+0Ach8Ub94HwB5Q7geXc2pemBn3eX9bu21cnp/zp//8Txb/63+x6BeYk2PG7Ybzj1loMkrT6RRcxlEMh1qE1fiOpkq60nW9fMyZtKtpRpWOn4BSmTt/SccUQRsdJUsUmHf8OgmMLc5IowbE8yNrlxqE79j4l22qJwSxXWhX/6pA7EMnijSaSmW92mOMWFNg5pqlcY6UM511GC/CEY2MPcWIDx2YStS0rZqqorVl5oqmlLi8uFBfaYtp9BaTqb2hJrgar8hT5oADzo5PySaTSmK46Kjrr3BuhXfHxNiRc0/Oh4zjJd5vODjIuO0ArFkuJ/p+ogyD0pEs3h9g6pJpSGy3jpQ6cl4wTYfEuKKUnpwD47iAekYpR+S8JMYl0xSEG7lIZDIjo/y2SwNTJRLJqBVDnshDJoaECZCdNKZijJRJCeG1QErUlHXyRfi3Kcv9xRqMChznKTJpXdgizbDSji2dvLH6GzZtRmylWqlhe61RWlWZmqZRpMWcJ5Y4nw+lZvKUZ45kzlX1ANr8upSIFoteOLTjRCsKlVow1Wi90RCCY6FiIs4aDlYHvPrqFUdHR6Rp4ttvv+X7H76X2ftbz+mfuD53Wz/hI3xZgNzvQj8IgPfc1yrAstHrQGjMdaBs6TfsdoTWRXNMnH/8xH/8+7/zP//1f7DqFxyuDlhoJOesVZCzM5Wi5IK1QucxSofx3ovKjs6xNuHZWmT2NqsBe/voxhqmKc68sKYGnnJWXpzQa6wCmvcOawLGiHOiCJs6mjtjxYiJWBHLWWctq9WKOAmto0WLXderGESdU+IQAsaKnmRFu9DG6iilNnl8kKYQMkpYTaZgME6AN5dM54MI6GqaXYzBei9GZQ6Z+Uani3ImTZMojE8RMxlwYIph5ZecvVjhO082mc1HqOdn1LrE2gr01HrAMHyk67bEmDBmQwgn1GpJyXJ5+VE4qcYTwhLomabMZhNJqSOlBTEKCObck9KClFZYc0wuh8S0IqYlOUvdMZtMdpniCmMZqbbgekfnO2IXSV4ANJYEFqoVrc6ad/xGik5qaWptlMNqddoll0xMRe01NDvQueYUEzmq+hJyQaylCAEcIZ6jzZSUBb5qLXjnMCpXllMSgV9r5USoZh5IqLQmHeymrZJaWmQ9doJGiUZGpVVLsZSig2sSfMhcv2O1WvHi5QtevHiBt45vvvmGt+/eKhWo3n1u37e+dKT5BTb3eQC532C5efs2qs5t6z6i6K3c8VtS79a0uQnGe7JJacq8f/OGFycnfKXs/q9evqLkzHazlc62b/qLCkfGYS0zN66Jy26ncdZTBAW8UmVeVUK2XXdPp29EfVs+V8kF6z3Bmr1pB69pciVOUltDrwFJUzcL0mxBaqNevViaFYR4gksdslRJuWWPqMmYtbjgaVa3Ked5csI5r747DmOVL2fk96naebfqeGesE4FYbQyhUxuVStetqM4RS6ZMqo3YG5k/7j3FZIa65ZxzQuhYrpbYU1FXGteJq+EIVy3GHBCnpaS+i8xms8G5gcUiaxMhs16vtJnQ4VyPMcJpHEdw7gDvD4jRMI2VaQrksiDFjlpXlHpITgdkA3mZiD6SQyZ7+VeQ94k2UULF9qII7oonmggeYkmiBVlEO9NZ6USjZmYGyVCT2raaitaxpalicbMCe0UtF3KSWrAcyHOWUnKhWHEmLMhESzu7pG6o8/Ue5cbKcdjEdGVaSIcS9PxpNLY2nplzQmQpd26JgIok69lXygywfb/g6OiI46NjFosF558+8e79O7bbLU8Cx58j9f7Cm3w6QP4oSrzRgW7Pacvect/+um0n3ZRBugaCN8HwjtHGvfdOMfH9d98TvOfs7IxXL1+QYuS7zTdyxQvi5ocefHMh3Ih6Si2FmBPjsBUlFtTXJUYhdNsgr2s8DHbmR5WqcZWkLMEFuk5GBZsBfa6tk5127KUZ7CqmTfU00zlnmZLUu5pqkG0cxwbUzVdbTxSvJmGpZOIkHjNY7XIaxPXZ7hTGp5IpWrEUEWCLsZL2Ox/ACRiUBqCazpdSKFaiXHImhYqtokhUKKzTGhIsy4rTgxMODg5gDeMwUj5Z4tVLAkd4f8piyuRySRcm4mQYhkgpkZSGmT3gXQ94arVYG/D+lBgtm01ivY5MMWDNknH0QhIPhdpNAoZOPKlTl0gukVykhErtCjFPpJpl1j5AsJ5kPCVUYt2Sxkm619biEFMsSqU4lc3L0thIMeKN6mlaIxJ4xlJQypSWaK5lDMo/NV5N1VKRBpHzWFvmskoDYznUJXKciSCliAalbRduFXf2IuNmrVXNzab+VMh5d4GviKSe0YxD/sl44enpKaenp/R9zzSM/PDDD6yv1ru644ONkr9/YGzr8QC5r6QD1wFxn6YD14HqvlnJa9u+eR87CtHNGuPctDFcH2rfe/1ebbJSOP/4gddeuozHx8ecHh+xvjjmvJzPqtoyKqephVJymoGWXLnlSi7ptRB1vfU0OwfjdiKuuUitaE55qFoTEhJ1qe1CY7CIe6CxbqZ5YA3BdeSUpIhfdh3GRu4uRSJEEfq1zIR0xNahsuvEF3RG2Bisy3M8nnKhxqiRLBQK3i8oY9KIV2arW2QqdhVtl0sHs1rDOI0iquAdrl/gEO7fNic2TqSzlmFJyolPl+es6xo6CIcd/UlPukrELjJdTfjBY9Mh7sJh4ku6kFgsxdMGM2IQ4Y7FcknwCznMigDkNC149/6K7SZTSqB6sWwd+4FkBiGtB4hExjziV57ipf4YbcR04BZeyolEuWhlmXnvlr3wHpOhbBI1JYK1oqSzdz40llqwlqlUSo1YbehN24Gq01JdHwhORmJrKaIvUnbiKkVZErUUYi145zHsxvq8D6IgnkQrUvzfmcFQmjSGUuJ829oFXdfjnFcQ3X3upvYkZm6JMY2kZOf38T5wcLDi66+/4vj4mGEYePP6Da9/eK1K/g+sL1qP/HKbum99Xopd6o9T2wZy+0B523rMSNB8f74OtjdrkW0v3Rx83wfO9pFL5u3bN1oAdxweHPD73/+OxaLnw4cPSvhW0qyxeCsiuq0OY4BF32Gdn5V2gFkSymgXuk3bGGPxvqlfN5A0eO9IKWskqjUhpQ0ZpzUfCt5IlzBNUYRSc9JrQ/MZkc6kMaiVQpyJ4l59Y5rDXmsQ5SKWndZpgd+KD41XJ8iUC9Y5QtcRi6Ths8Wnk05zRcA/5yS0llJIRSxtK4Zgws4ELUg9zhlDXmZiFs3FnDPJeD6Y96SUODArbHCsvl7BUSVuIzZacswQJXXeFEeXF9iyIsaIwxEOX4B1xCzNsPWwprBmKhF35HALQarJiUL5Nm3xS49bOKY0EctECZnJRmKNTEa0Fa231L7iu0AkMqQtNVcWbkF1FW8cuSn2pEjoeuE4ZpmJJiWCs5TsVEU8MeZCVVpW1gvwNIrfTKP3hIUXsMyyf1NK6sMtc/ip6tSKNluEqiVjgus2bmqF4iUWIc0VkrmjPU1RfmPv6bogx2MWgd6igwDGGBFjrq2RkzDGs1wsOD4+ZrWSEsfF+QV//OMfGdTy9d5z+aeuvxIg3lxPA8gf6THeEU0+uJ1HNmtubht2oLnfkLkWYcIcZd5YeZp4+8NrDPBv//ZvvHrxgmW/gFp5//494zDO/tLSzGA3nVAlbYnTlpjFwsGHgHdChWmdb9TUKOekFhAS8eWiZHNrKWXCqIqPRG07tRrmfxC1gD6rrGihXLBSaTlUsFVqjLVSC2QV3KjKU8tF1GMqyCy1c5oqO+mWOg/GYFyZa5mh6wh9TzHSIMpRfL7R8cWqcm/jNKmzYWsnodqVmTiOGGUKlBjZkpjMhPGWflUZykjOH7hMF9jsWNQFHYHV4Yqj/piOjjIV4ibSlHdqrkyXEzVXzEoaHNtxS8qJ5BPeebqlUHCqrfSrXg7ZYkibyGRGTLVMdsL1luiiCGk4SWNTzZQ6QZbjqTiJ5mKOyN2JnKa5HFNSZixbOZFSiwQTJRZcRZw0QxAFHxVE7ruO6jxxHIiTNFtKlfFX55yULorM4jvnVNdT0vDW8GtptFgHi/FbEykJXafHrzTYDMwBQEpJyhlBnT69Z9H3JNVAbdGnBWwIQmFS/u/JyQlnZ2fUCt9+8y1//M//ZDtsf756498IFPfXE1LsfRCseyDJja4zP64F7m/jtr/buq1O+aAs0r6kEdfT8ls+RxxH3r15g7eW//E//ieLvuf48JDtekMc1egIYK4BMqv9mFIUfCrOB7oQcM5Lh7mKfNQsN4WKqmYd/cPMNcQGUrVqHROjDolCjzDWSYOkVlwI2CJSbFm9uZ0Ta4Um6GuAoJJmqSaSpmbGudm6wTovabqRfWqNxYVOIhxad1OaKTElUimEvqdWVDjXkEqh7zooovxTYsTWgvWBvu+V02nmlLGmKJa23uOMFZFeUzELR2dFrqtM0mjKtTDELd541mXN1bimtx1kqV366vHJixGYk/10EYXPWkLB9tJ8MB2MvjBE4UV2dHROzLimbpLRQSN0GetF7JgAtnNCrZ10HNRqd9qL6O82bmVcr2s6mFabdJlS5UJntGljQDy1la8oUZ/Us9NYmKbMIgQIgamMErkZSFrTLFpCsc6qBqfaYrCzBO76XlwwU5wVpZJKqEm9WrIWpw222hqCVQYaUtKx1RLpOqMjpujjkqUIyIq03enpCScnJywXS968fcN3333H1frqF1VP/Jz19BT73rFAfgyW11574/7bAPFHz7llO/vvdzPCvAsw99a42c5Nm998/RtWyxUvX5zhrGWz3Qhdwhi5kicVJlB6jdOIyzsnURtVx/gM1ihdRr+C1BpVSUdJ2iC8R7lSa/dbZ7JLEX6jMUZSfdtEcC1xEuqNdTpH6z3jOJJLUSsFo40UB1XrmdbgEEHeVLLIklmJHquUP6XJoilZ1gyh6P1F66YYoX+gHW4BWavpt5sjGEkDhWfnrSVXRIUmJRF6Rb+XK6QwUQP44KA47MKy3QzYKOKxYxmxWU0LHNhssUX3R7ACakZG6oL1sxgDAeFYMlBsYfITXQhiibtIpCIXM5yhEAl9wC0cxRRSjdROJmmKyVQl82fVtqy2UOPIsuuwoSM7R86ivuNAlHpq05nUDn8uApx6PIp/eRYPG+1wiwydNNZqRXmmypZoNUV2upRNC7Opq7cJGREnqdpUM3omSLMFK7YNVEPJMg5r9L6YpDxD1QaNvgeIqtHJySkvX77g4OCAYRh49+4dF5cXjwfHRz/vcU/7a66nRZDzumUsEB6O9u4z3Znvu6nnxo9B7kfR4R3pPlxv4uytabvhT//5R6jw1VeveHF2xqJf8On8Ex8+fNTh/6x6fCK2C9LocL45IBZi2lF9Si2gJk3N/sCHTkyUtHkiSs3ti0mtslnMWu/oFktMrQyl0EjCBoQTp2CJk2gsUyU6U/kxVDiilILxMhUjta2evB3ErtWYWWSiaLfSa/MlF734GSGTGye0nuBkRFJELiSKbrXKdlKKIpDUonOUCGeWaEuiXN5Sb2qlDAPVJ0oIuGWgsz0TEyaLEnaqWSZXpkJNlaB6kTYbOt/r7yIX6mg8oQuYaokuEePEaIVqFDqJMKOP0lWuGu1bx1QidFWAriYSGbNAfsNaML6STCaWCULF955p2JKNaAx1XZAMIyVVM1Lh2JJl3xaR0Ksw1/fEKM6LnYaWaqABnOg71ron0IuZa8jWGLX1kNLGcrkCdZI0Kipim/xYLWqboTP+7dQ0QhmTEVrmUdTS6Eo69aMnDYvFgpMTYRukmPjh9Q+cfzqfAfTB8/mx6+8QHOHJNcjWOW7/3+heP1R+vLkDH9uwuQ3kbgLnQw5pP4o0IU4j33/7LcE5fvvb33B2ckwphe1mw/pqLYZa1uBC2CkBWUfNRWs6YuXaIkLpdovlakVUfBYL9XumUoDt1aCNHe0yKzVDrvwe66S2F/pe58HR1FupPLXO4hIVRJY/eNXwy1jjSHkSM3nvSCWyHQaxEFXaSC5iDyu70DDlrOBo8MHOFg5otOw6y6TTEUJJEmOpTmXRxnEkxkjoe4LzDOPIsNnM+4AslCHnPQH5rmUaKTHK/4PHLCLJjdA5is246nDGEYcECYrvscVSU8UtnDSQCuQox1DvBay9ES/rEoV5EE1k0S3InZpuqcdQU8YuJlNzpZiKDZZ+0WGqkVTeS6SXfJLmjLckYBoG+b2qfL9xEiuMmhT8UyEis/fWWuIg45/GSV3b6cUpZy3XNJpUK01UiY5rrVrS2RMl2Wu6jeOItSJzZo0lhE4VmqSE4oPHZqHzgBjY7XNyxavIUvX8mpWcjFH7khWnp2cslwviOPHmzRu+/fZbNpsnSJg9qj75yG39DdbjAXK/c30tjd4HuXvUweEJgPjYkPxGl/vm+998u5sfr1a2mzXv3r1luVjw8tVLTo4OoX7NW/OWy6srmWoxhmwMi36B807Aokga66xEXEb5ks0e1vnAarWStFQpPY0nZjUya7y3gkztWGMZmzafkrQFxCzWi0ZkU2bJRZomxTDrNhaQ9MpZ4tyYES9rHyTFT+ozIw0XETIoOePQzqeWE2w1uKoXv6z8PP3trVNqEUI2ts6pR/but8tJLiBTSlgnjnlJSesxJQoi42ayI6YtLmc8VZpB1pKcY9RI2HaWrc+YagnWs/Vbxu2knxnIEMuEqZau66hJapIAMRbxl3GyD7IvlJgxHjUayzJ7QJt1NkwpMiK+6dUViq8Yg4B+zuJtPU0Ea1loLbimJDJ63osk2DTim28RSGe6Vpb9Au8ssQ0dGIOjzrXDBoKlKBG8MButtejSWEPnOtCLa9LatA9q25rLzh7E7JwNjQYz7fRKMVKVTdHcPkspklYfH3F8fMJi0ZNS4t27d/zlm78wbAf9Qo9oxv4DrKdFkLfSe/b//sId7Iee96N65wOIeMvHK2Q+vv8wn9yvvv6KVy9fSmpjnSgipzx3ncXbZZcmO+fn4f9cmqzUzqIhZeG1WeNEaSd4MeZynlrjnLqK9L2XmlQVGf3ZLdBanA8qqiqF/04bMK6JCGj9K2VpqFQK1e68r13oRKPSCogsVyuMdYxxIitx3DqP17QRI0T3SYHOqWGZ7G2hkuQqlqVd6OYaGVXKEcLZU/UfZ0UQOCWcNq7QiNW4CtOEXyxEGGMYxBvHe9BGkXGOFCeM89he/FOSiRQnpYsqvHuccWAqNVc1NBSSfNJZ5FW3wgQL0YiPjDZErDHi/uiATmJ9Y+XwkUJGYeGCfH5rydZSdfwvjqMowKM1yCRpszNGRgFLITgH3pGnieTiXKt21kn5Zo4exfOl73sIlSkqSAsfYVZSN2r81gAVlGGxpzPqZ5tgZn4kcE0tPGd3rQkZgqHvO87Ozjg7PZW0OiXev//AN998w7Ad5tT/i62/4+gRPqeL3eoTdwHlY7d1cz3Vo+JW7uPN23uIeBs/U79PmiY+vf+AtcL1Oz4+5uT4iKLWmOfn51JbS0nlnlTxpGqtsYIPZj54fPD0TSVH36cWSaeN2ZG4K+Ld7L3KT3mZpiBXiZwq0ghSW82izZGmPt0iwdSA1MhopNvrfKJgY72DJJGe9QGt4ElNyxqMcXSLBYvlkmEcSUqOr2iTwKCTOnb2gmlak0X3Q9X91WTfjJGot/MB7xzTMMjFpGRMqaDmVKZkpqsr+YxR6EilOUoCYdGLmZU2zLJOqLT6q2klC5OJJkoZAL2w9I5qC4t+hTGWkgq5yphlZzumNAmjQKbP6UNPyWKZWxQcLdJ0iVX4nmTJIMRKWH4bap3FiY0ey6VkNYoTEYli0ywS4bynB53cAjQSnKZppt80Tc9KG4WVtNgryTtOEecdXeiw3jKkAQxqlWDnxktKiU75kkbJ7+jv2nRC0dT9+PhEhW8PiXHi9esf+Oabb9msN/eD408JfP6O1+fVIOF2oGzrJr3mrh31lPHDm9u+Oc74FLCEHwHmNE18fP+BvzjP737/e5k1PT4W69acuLy8EtfCep2z2OgYUv2WgzcEmTxIOUnjpkoqLB9bqBpYI6msE3Vuo80Rub6jxXfh0RWrnUqjPMokajhGAVImeaTIHxa9TFqYvWii64S3qClko6hYo9qQCtrWu3nsEGO0Zimfp+hstvNe+J/6GAgNiNI6n1VOWCefU9JLmdxp88fGQLBOxjhzpk6RlAs+e4yCMkowdznDOJGbf4964rgsTo94LxcR6yTydHKRaWIj1ss0jTuw1FSIZSIiohsGiExUEwTUC6QcwVbtamdJzZ2T5pyV0oUtddYMNUaaGs033RjmiC8lUQ+3ekw3HiswqylV5Ucag1prTHMDRNJjeZ82bw0QfCCmKNzMVOeOtnNuT3N056HTlO+LKsq3bYcuwCQX1y4Ejo6OOTo6ZLlcAvDmzVu+/fZb8bP+OcDuF4CfTxs1vBmF7UeU8GMln5vrMbSeBz/H7VHgtc/w0DZvLQdYxmHL9999S86JP/zhDxwcHnF6cgJIanK1XpNK1tqjpNHJVJEYy2LgbkPAWTdrKFYjkRQ6bVOiqD6DgJUxdq7vVUQAY79uhFo7GNeMmKoQmw2E0OG0ZoUR5Z2iwFr1/1yy1FBrpe5FfiklTBbunXFO0jDniepgaIMIAWeNmnKVMcau7+dCfm2ddq2tNpBw1tKFjjFtlcycqFk8W5p4b9AUepom0C6wARF9yGVWN6/AuN3O4hqm71kcHEjHWCO5NipqncMEmYsX+TFLSplqDHkcqdaQbCJbUToaGUUU1xqM+j9v8yDX4GAwrTeIdKGbtamx4pdtlPZVWp25Von2q4hSCIdRbTqKipnV3fgnVSLVnEW4RGg7Mk1TdLQV3QfVCD/WeelCe7MzkMtFiOSmiZIoH7ImhD5k1Ilzr4Fj9fg1XYcxluOjQ16+fCkqUSny4f17vv32G87Pz3UI4Ne5PmOShl33+D6wvHMbd0WNTyz6PvYzPAUwqwhbvHn9mhA6fvc7w+HRES/OTkXxJE7EdVQAE/EHZ3Y1oEJVLrhEU03hBz1IwWC9RA4tQnM6etjqjQVVjnaOWi04P1sxFERJptSKCYFutcKp6EDKks7JXLUAXs6FEqc5DcdZ8I6qkRAKyr7rWCyXuBDYDgPGeVzoZupPtRZvVawgqBVs498ZQ8Zo91UKB0kJ0ilFlZGT8c0m3W8L2KwircNWxC72t9GUbpwjarpstSFmU8LESNpuhZyOSMTlUiCIi6PRKL4Cg0j8MG234udtLPSWFBVYXaVQcEGAI1ch9QcvpPmis/hDFEvUUiQqQyNDQ7MuyDJumZJOJzn1IRJyeJvlL0WjuZzFYdBa8F5I80XLIm1CyoiIRFV5PGhjhnsNHeFqCf0qZ7wPcixpZuOUK2mr8nOrzNuToVZpyBweHHJ2dsrR4RFQefvmLX/+0x9Zr9ePA8fPSa9/IZj7mZM0N2p77fGnrJ/aBXsgZZb7HhHh3tLoSVPku2++YRoH/umf/5mzly95+eIFpRTevH/PsB1Ik1i5Gi9poVFJKu9kl4qSs1cwlCgxlZ1tai5ZgdPKqKCRkcDGTbMhiAiC1Vqhdselnhgk4ug7qAgohjadIyOIpRRSLRjv8X3POE0isuqFjBz6Hhe89N2cvN9MBEfSs1yFZuKcCKVWjVJa1FL0Oc1zGbvzxhnHUbycUyRHQ+c91gjlRaZ8vEzhKP8Ond5pRlFtIkeaZYbOy7x4SYm03ZKGgUXwFIzUMpVBYGwEa1kcHsp3ylki3F7mpVHFokqRo1+V4rFyYUpaX3ZVZtBD1+GtlD6cVa8XmrCJrMViwVgyadqNVlprGYdh5s/KjLMct0lHEqsp+CppsevERqPvhU1QSp470ln/dt7PrIlSC0ntD1yQsgdmp4aPHkehXSh1m+p2PfMez87OePXqFYt+QYoTHz5+5I9//CPbzT3g+CvpYMPn1CDhBh/xjp01A+cjd+ZTAfZHdc4b0e3NbT4UXZo98DTCkXz39p1emQsvX73id7/7Pf1iybfffy9m6AgXDk09XZMUi1KMF+GfNgXR1FSM1jDbJIpEZ027zxq1R1AS9hQnrPdkI+rUnbOzMdhWpe9d32O7TrxOahMYyBjlKtKiEmtJRQDNeU/URk7JhTKOVCO0HIl0hOzc5NeqMeqznedOfjvJur6XiRmktuVVaDhboyLEiZINzhvtGMv+LRptGY2c2jhlE+KYfybnQdVtaqmkmDA1M2024s+sv2vNGdf30syIEes9nXeMU6TESBcCWLEsSFFkx1rDjGwwQd63FJE7wwrFxllLtWK5O+k4YXMWtIh5mzEiTpuzGqBpTdGUIqTxnCkx4awjdEE63q1DbYxGfpMeG7vj9Oj4mHEc2Gy2cx3QqpRdCIG0dwiHINNVbUQWmH/LpGR9ayohBA4ODjg6OOTFixccHh2SYuLDh4/8+c9/YrvdXAfHX1nnen99vmBuWzeBan7OA8D4U3f6XZ/htuh2//n7z72vI28McRr5+PGDNk3gxcuXnJ6eqMqNYb3ZSNRjjE7XqLBDlqu6+EkLODaxhXZSyviYzDdXIOakhfYARgQntKEtH8kawIqhvMnY0MnnUun9nIUTaqukY6VFMl7oNq6IQrVk+m7uUoeuw3onY4LKm2wcx2pEy9I6kTtLLa1s6kXarJr9t9WStRhD59UxUYG45CzfNSVqMJQkUyeuTYqkJNtu0yhNVShGcpkk8tH3FcWbRKpmNiZrv3GwlqgTUOTcNM7l/VPS5ooS7Y1MmPShxxRIowjiWq8Xsaq12/Y6vXhZKxM+KYp+p9HyBlQB4JgoSdwLrQKlpTLoha3Z5LZmVDYFow09a6xaq6aZReG9sCJS2kWHjXZWisz055xnd80mOCEKTVkFjzUDsY7lcsnZ2RmnJ6cs+o5hGHj7Ruar1+v1z9OQ+YWuz0uxb96/vx7znMe8123rTjC+BfzgcVEl3K5M1EByHPn44T1QGceRl199xYuzM0IXuLi85MOnc7aDNCOM2iK06KFWZmdC6yWCk7crWBeEz9YizAoudHMKKw2WunO79WGegvB0+lEreAVd0/xndCzRWnBOQFHrXNSdwnjRSEhUo72ARa1aa5RtOe0Key+z5ykn0C5p65Q2KTjYmURVbdx4pSQ1OlQtQoUhSzfVggpZ6ERSKTMZvsQEGjmmlAhdwBuxVC1UvNpkWJzWd6vsZyPjlULaT9K9198/pig1YuekNmfAFBE8BhjjhCkJYwI2OwqZqURMlskj0fCUC4PznhI8aZyEtpQLwQiJPkb5jk7rhSDf1XeBNE7yHXKWuXTp7Ui9uaJiWS0dR8VGjE7+NOAsCINHLmSyDZWgM81SQW0WECZErXLBXi6XnJ2c8uLsjK7v2azXvH3zhjdv3nBxfsGTw7vPqT/+gtbnpdjwMFh9zjZ/6vv/lKjyZjS5B5IpJt6/ez+P7L366itevXrF4dExxjref/xIqjsqTiOJxyyNGhe8OgZCtWIva7SQX/Rz+CB8RSNG2gJAtskNgF/08yy3X3ZE9Vsu1s3gm8ZBUioFwWplNM5pii00FDNbMGSNbI0K6TqlLukZi1VgdF68sdMgndhGiG/TF9aA0W2160xOSWqcrfur88Cd8jpzTrMuZdV00xhDcJaUikyrGOVg5oQ3UgscxgmsiLemnOY03TtLzOoLo1NKaZJJEWDWvow546ylX/TkXDHV4q0QqqtRm9MEDqEF5Sq1wqqNJ7R77JyjXyxmVXjvDZ5KmdBGi1WAFLM0EdB1mC7splYqsm+QOnCLLEWPUUC72QSLKZvOShs5VqSUI/utwM4fp5rrpwKGrus4PDzk6OiIk6MjFsslV1dX/PDDD7z+4TWb7YZHgeNP7h38tJf/tdfnm3Y9JnJ86DU/ZT30/k8By5tA+aORSpHQv7q84t//7/8jxsgf/vAvHB6s+Kd/+ie65YJP5+dMSURpYykyP62Rhvde+IvIwdqK6kbrYTFnfN/NFrBoo4QKJlgBKZUzm2rF10pRErDpAtVYpjiQrXLynFOxCvl+Vt9fKDlJ54jNTI1xIWCyeIXnJI0XaiUoJSiXSpjrX0JCLgq0KWeZJkqj0Guc0EyKtUzjNKfOGBGrWPQ9l5cX5GnCBSkd5JQhZ/HpruKimFWmLfggka4RPmBKieb22GTBMAZvOqiVaRyxIYiWYa0zYHpt6ExFvt+y63BTxRmHr16zY4msTWnK8OooaIT2ZIqwBBoB3FmZeklGmlDESDFpLkkI7SZI/TFFUpWpGmssppNjMU7THIU3fm2rIzedzlpRXdAyE8a9c8RJ5sqtZRZMkc8sdWY5fOUzHB6sOD09ZbVa4a3l4uKCb7/9lrev38iE1f758tj64z949Ahf0tXwb71j7kqz9x+7+fhttKXbQHJvOylF/vLnPzNNkf/2r/+d5cEhL8/OWK5WnF9d8en8nGGzpZqMVbfAosRlEWyQLnY1MoYXY6QY6ZYa1WwUrxlRtDZF0uhEJQG266STjURp1WoaHcTrZhoHHDIyaDH6HDtTSKoqTVPE0yX0Pd45RhCzLWtEdMHY2RxsHEeZqZ5Bo00EacqvUyYgIhbVWkqMSnC2ZP2syRiK96ixhUyjJKknGv09TK3YKsmjN9LisoiOpzEWWytBbQZyKWClflkxWI3UY2MDGKnxdj7MRPwm7pBTpcQ8HwIWmbKpqbJYLZnShDWVzvYUm7FYshcDtZgSU4oEnWWvk5C7bW3kdIdTDxdThRpVDOQpMsQR7xxd8Cz6BRZmmhZAgN2kValqGufZbDbUvBuPjFEkyhon1emwgdMhgJKl3rhaLTk5OeGrl69k9t0Yzj9+4k9//hMX5+dq0Vofd/7+yqJHeFINUv9/RKD42euhHfiY935sGn4TKO8Cyfk12s8tEKeJ129eE3Piv/zhXzg+PaVbLMFIh3mKOhniRXWlKoE8BOkopyQcuKJbNdbSL1dsh0G6yFbk9zGWjBDTjbWig1jEGTHlDM6RtfPte/HsJifpkDutOQY5KYxGJViL6yTasjqil9ReIWtDwLEbm9zttqp+Nk65eKKc3szJDBLRZQPkQk6RZRB6US2qfp4lJaSKaIO1hhzjPNsep0hQ5XTvnChqB0klo9KUvPeAkfnvGKlNzUa5paXqmGCtO8qUcyLWW5FuvgE7VWyWhoqozVlclZFPW0VWzehvX22V9LvI/rPeQfG7rrL3lJnzqWK0KeOtwRS14M0Z550wH9QIqxoR+ui6fj60s5YjMLJPU4ySQejFMyvzoPEq24VKoupWh7UY7zg4OODVq1ccHR1zfHLMZr3hm+++4fUPP7DdbFVQ5Hndtz5DMHfv758Clp9zNXnqez8UVd4Fkvc9T1ccR96/fUeplX8q/4WTFy84OztlsVpxcHTI5XrNdpzYjINEN9aqXBnzFMWs49d1GjnK1IdXGbFcC67rcE0QN2fpkhojjRjvaH7W1Qg/Dx25a4K2tkjUkZSaYlR5p03n+OCZJhVF0CZA4881EQUQoHFGBG9lTlo6rp1OrvimSan8SPm5qp68Zp6jNrXSrDtafdJa8bCRyFadGavaoZY8O06WUpViM9EtljK7bszM7ZPanfjktFpdS1kFOwzGe1xxuKIlimogGrDiD+6sg7Fii8UTtIFWqRFR/bFFvHg6A0kmeVwI8ps6sEWsOOT6arAWIZvrbz0L0xrmuqJ1Uj/sglKMplGixyDNuCnG+TcoWqsVxR51UExVTwnZD6vVii50nJwc8/LlS0IIjOPIt999y/fffcdmfU+98a70+kc6rU9Mr3+B0SP81BT7b/mlnxLR3tnlvgMkb4sib1kpRT58EBrQZjvwm9//npPjI6xz9Msl55eXpAtJpa1tepEShVT9ClY7qiIBVrVbLSKoIqLrqVbcEMtMEq6qOC3pbGu8oF1ta7UGqV9bxHTFUoHS6lNmBlKJZKVjbqqQ1kMIQGUWvVXqjaS2Wd13hfNYlOvYxgU1jhEDLG38lJmrWFRVO8lYYdt21dG7IsCLkejJteiwis9PKRnjPUntHIoR61pjJe02xmC87FO081w1ynYh4EJHyGEW361ZaFg2yWihUHygMx3JJEw1eCOjibkkJibo7Y5a1MRylX7UhGurXtC8tZQUqG0/0hSZpJMt+0GOvWbbu9NorDgnIA0SwTf73iYy0QRRahH5vcViwVdffc3Baknfi4Phdr3m9ZvXfP/9DztwrHcA4eeuv3WJ7WdaX64G+bdaT4kqb02vb9x3EyT3n7OXZuPksRwT79+/52q7JdXC17/5Db7rOTk5kcjCGNbbLbGI+kqx6hiHdpRVnbygzRTtbEt0KfVFnSYTQVMb5MQqBWc9pgq/0gXPGAdwHt93IlqgVJKaM6j8WDXS1LAGFTLQr1e1geQc3ULMxporXlUrBakZygnd/Jyb/0yKSfyhNZ1HQdwrODWzqdS63y0iqbIPjdH5bL2vaWUKrahdTiq1igvkOIz4BXMH3ntPjDJNY5UUb5VCZLynam3UFYcvQfQTi5PppmIwyUACk9RWwxtp1jjhtxaTmcrOF6ZaZIpKLzS52Z5qGUImo6pGiHbWzAQVJ647gGylgBgjwQesszTfGO+9EtCTds+1kUcbPFBrDScuhaenZ3z91SsWiyXb7YZ3b97w8dNHfvjhB8btnvvgbeunRI/3rV8wdv7yAXJ/PTaqvC1tviOVvjOKnIFV6nPDduBP//lHPp2f88//8i989ZvfcnISCIsFny4ueP/pE2OM1Gq0RqhyYV4pQN6rgRfqhWIR8QlwxYkYrAsEE4jIydKbHmOkwWCKZRi2ODzWifwVWqsCiQxLyVLbUmK3NUYVwrUT7D1d17HoF0zjoEKs2hhIWRo1yJidlaIj23Fg0XVCESpC3yn6OqccT5QKhLHkGAW09PcqGhUGH9SmQS4kWSePShQfHafiGRK4qlal6kh6rQsu/JJBa6kpJzzizIj34pWTC2lM+OIJtWPhenIq2rmW/ehxkA01icBsMA5TYEpFrp1OhC1yJ1F433ci+OHdPE0k5RMwVvid7eJmAfwuKm+Rv1X+poiXMFO1UkyM4yTWrjgVSi5KcRUXQmsNy+WK4+MjVsulOmk6YhQF8P/493+XwQGlC107dm/+fd99n/38ux/6Jax/LIBs6zFAeR9I3hZF3rdKBSPcwE8fP8qMbK28/M1vOD09ZXlwyPLwkA8XF1yu10RN+1AjrKLpFtbKfLXz84m1cAuoKqFfHWUsxDHSm56efhZ48MazciuSybhqqVn1I7URk6dJivdO5pmFcC2KQ6k55XWd0FZyYhjEba/rOoJzjE0MIcgh0xRnAIqKsGZ1OjSAQ8jirqX+ep2ZUhLTryKGVZJeC1jk2Ggrht6KQpLQW2TfhM5pWi20m0m5ibWKbBvOyYy4E9BpdCkxGXPYWKgD5JpZGCs8RlPIqOc4Fldk3jnmiIq0aTde9BtLLKSSSCVjlwasIyx68RFKLWWulEkvBK2sQmty6RhlKapAKYdpThljnEbzmjKgXtbjNHeprdnJpnnvOTo64uWLM85Oz1gsF2w2Gz5+/MDr1695++Yt0zTqTrilA30btecm2O2/7ldA67m5/jEBsq2HgPIpADj3b9p08n5K7nZPzYWrq0v+4z/+g+/evOG//vd/5eTslKOjIxYHB1xuNrx+/56rYYurDu8sUy7YIBJhWTvIxjkRzq1SJ5NT3pCnAhH8wmOzIencLyDOf0bYlnjRoawakbS0r0U5zjuKjq5VRMqsUUhkHtpgkdcY5YPWnLFBdCCzjvMF5yk54Y2lKEhaI8IdokSzA1OLgJ/XkkKLTq2VU75oru+cn20GrBXZNnlMyhPN5L7rOowqrYN2fEOgOGneZP3ZJILzKv2FKIqXQrWSZpck3McOMf5yrinfSImBDL7z+E690msllQyxkj1CW6paKdS6rvVeJMk0ciulCE1rvljIBbKUBnd71Kkqyke2WKiFFCdyaopQUn/susDhocxSn5ycslotMcZweXnJd999x/nHT+qbxO0gdxfv8dr58euj9dxc/9gA2ZacW3c89kiQvLkaaP6oySOjeJv1hu0ogghfbX/Dy6+/5uj4mMXBAcZ7ztdrYimkWtnGjYBfLZSqOn3Wkiedn8UKsbtUPZnBZW3OFKk1xhSx3mJx1FLJUyaTwRuMNzgT8E4iyaqNmFFl1oIPFO2QRloKbbFegLTqLHWLbKqEbDKWqJxGcfNrmo6yL2oR/2ljLN7KfTM1BWZRh+bD4rX5EmNUkWCtl2qKn0vGK1CWkll0PckwW/LmnAldIBmxRbDOYYOXuXTjxMKoGHxxECuJiHdLejqJ0qvWlwv03QKTjKh0FwidNEtyyQQTyCSyETMyaiVXHeNUgYo2VkoDTLVfKLnIRUo5pdY51YrcH9vUpgu72nNLy/u+p+97jo6OWK1WHKwOsNby8eMnXr9+zfmnT1xdXSq/kYcjwOeu9b3r1wGQ8HiQ/Jw0u3U6NNJCqSy1Fj58eE8smTElXsbIy9/8hpevXnF4esp2Gvl0ccmgSuU5yYljjBGVitIaM+JON0954OQxREw1K7F80XWAIeZJ54ZlLtlYJHozlqxzytU2c6gye6c0b51u0VMMeCek7qiSYc40oQc1m7KqpFPqzG90Os1j2k6vZjbDKkkmz1uU2Trv1ohMl0G61SVl2FNCkuaSAGrjHjbtyappei5NrVzru1YjNADnsElEIFxxBALWSLnC9IZghNJUi7yHQUobpkCMkVQTJklknym44OhCTyJKJKkmbMb7WbRComwB+Fn8o4iaukzHyDHSuKVzpA4aeSvToKLitp6+FwtWUbs/whrLerPh44cPfPz0kTev34iMXgOnu8Cx/f0Mjg+uXw9Awv0g+dnb3KW41/4GjTIrlxcXbIeB84sLqjUcnp5ydHjIkkPxhzGGq2FgSOKnkmLEWEfnOyFO68lJllqdN1JXdKjqOBCsxxnxh5n0edZZBUhDqYmsPMeUkhCma6FWoyOGkrZaBZ2WctcmBKv8vpozNWWBrgJGhReM2hDI1xYRiR1YSgqPbjNN09wdbiepeIzLVIcPXqOmMvvdwE50GKUkxZREhMMYMQJjR7w3OntNKXgtU7hi8XiC6fDVyf4cASQSt+riWErFZwdmQSRBGqhDha5CljJBQIjitYDtDaFfUGOiJvntqk2kVBDquVGFdzV0cw5KVs8f8SB3qsrU3l9qsRbvHV0I9L14Jb148YLV6gDvHJ/OP/Hm9WvevX3Luuk3PgRuPzc4/oOtXxdAwt0geWvTZo88flsdstF9apGOyP7fTdNP09GUEp8+feL//O//w+/+8Ae++u1vOTg64uzsjNXhIefrNe8+fuRyu2Uq4sInExbqbRMzJltJtzVlbCo1zuy4ghJ1qqx+S2eb303KO7ksldy3ClLWiLhFTkINck5Ua6ZpYhoGIWEruBUFMhAxW5lLNpgifs8lZ5kHr5WSEjFB9drFrczjl1X1HbtOxH6nUaZluj5oJzZKel+kSwyVmKJMCaGir8bI51bCtnWOqhNGBaQTTYfJSmPCYbPFZPHYTjHPZYNAwFtPGgdGM+I7T+96RClHQD8QxOkxSrNEQN7MrITqPNYUjA/iYphlPLGNBE7DloroTGbkolS9eN40jc2shmVWrRBevHjBarliuVzSL6TT//78E//v//4/zj990qjxDiC87fbPCY7/YNj56wNIeDiSvAmW96XZt6Xn+4/t/V1LZhi2/OXPf+KHN2/47T//E3/4r/+Nw8NDlkdHHJwcc7HecH51yXozkmJiGkeIYLJQToLzmLpLj4t2sU0xsw1C13VYEqmm+Yu2E6/ZzAbnycgYoDcW4y3eGGLd1RFjnISsbe1M7k4xqq2rcv1inC8ezhrwjpJkcqYJJhjMbNzVpnDmWiZVRvMQH5cQpEFTdTe2EbtaET3KlNVASyS9Sq0KyNIdts7RKNn65lquMNjsCHg638EkUaszls50kIFUxaSLQNomgu1Y9mJgNaQtJos0WqmFHDPYSk3yr5SsFCTEv8cYHUHM82eZOa+N0G6kdFC02RWnqDVHq+B4xKtXrzg7O6PTaZ3Liwtev37Nu7fv2GzWM5Pg1mPuttvPafWT1q8TIH+Opc2DXQ1yL4LcjyqL2MymUvjum2/ZbAe+/t3vePmbrzk5OmZ1eMTB8TGfLi+4eH/B1bjGG9FkbBagJWc8jpyTvlVlSqPSeFptz8wHbc5ZGh1m7/OAdpHdPKsNkprHaSIbUUY3QN91pBhJMc58PWclwqwqCmuq1M4MiHJ3KcSY6bwXcducxQvaO3JU+kxtqaQAiMGqBWtlGiaqgcVyyXYYBByNn+0MQLQsnXVgDVk1MZtQbN/3FO9JxpByJuDlPbOMFwbnSSSccXSu09qn1Hhr0v2TCsWh0zSemCLVqWmX2D+KZUMqFFNnIeGqZHCJMK0S+/NsZha1oVU12o6lghe73IPViqOjIw5WKw4ODlj2Pc55Li8veff2He/fv2c7bMWjZv84u/OY1HWzU/0Mjo9av16AvC2KfCjN3n/ePt2n1R5LvZ5m2z1g3AdMbWyMw5b3b9+yHUc+np/zm3/+J1ZHx6z6nn7xNUcHx1wdXZGGRNlk0pQhi8lUJkvTQ4UKck1iPmUdhUIxRfUNMwWxKhXHPfkcEhlKap7V04UilBKn9rL7NJykHtZBo08DpCnSOtOgRlEYgnPqLyNAKJqO7fNI1OdVnxIEOEX0omijixnoQgiM06RcU7O7BinAgNQcQUc6nVw4PN2s6J6nRCgBZ3YyaRjUWKuJB8t2ghd6UlK1IJNFqKIdFxZHrVG+W5GUPbdjyVgd89RGlHNUtdjIKRNNprMiPFEROTeZH3esViuCP+Lo8JBj7VAH1Xz8y1/+wsdPH1lfXrHdbrkXkZ7SqW7H90Ov/5WCI/yaAfKhdRtY3kbt2QdF436ccu91tUVYUHhu1Cpq2TFy8ekjV5s1Y5w4OD7h+OULXr76ioOvXnB8fERaZ7YXW7ZXG+IYiWNiGAYArDMzYGAh2Szl0ZJJVvyW5X0SrWtak/jN9F2gpryT0EqJkjLiDGHnscGSpMZlym5MsSopetftVw3MubutghzaGW9ahXmKgGgptvQYdgSAFJMyY8wcEdZScTquB8wTQSg/suo+bxSa5lNTlCYkUaZMwVRTNdLdqXbHmDBJ5q+bhFgqUgc0OuVCkQ65DXU27zLI50xGfbg1grZWxUQMc223GonkkxLhwWFDx6LrOVwtRTJvsaDveqwxTNPIx/cf2KzXfPPtNwKMTwWvp0SNd23rVwyO8AyQj193Rpd7oFirtlFvAON+FJkLmCLKPDD/X6bIu9dveP/hI6cXF+QYOTo55fD0hOXLJcuDBdvLJeNmIE6R848qGJsqYxwoqWC9lbTRWZLJpBzxeefhYovY0mYFu+A8U0zSICiFcVakrrPQQi2ZFBOdzogbKiUmASM1rapFjL5qKcKJbNEnRuS5FDjauKNX+4fWmZZIU50Y4yCiEjqvnpJ4tTjf4Zwn5kSu4HWkrp2jTgUrcs64rlPajoz8Oe/weEzS2i1FLmpWLSJKxlZLsRJv44zOgdcZVJuntLMO44UdkJ2hWE2VS8ZmqQGX3Oxri46CIqIaCEh2fU/vPcFZFl3H6dERZ6dneGcZNlvOzz/x7t07Xn//A+M0qmr5A+k03E74vhX0npsxj13PAPmYdTPNnnO7G6DY0u4f1R3z7rXGCCjeBFuj1gO18vH9ey4uLlgcHPCv//Y/OTk9wy96VqdLDk5WlFTxK08cEpeXF4xXyC9phWJjnJGUOWX1edaTVOW5rJ6sJUbQcb40jVQFRWkoSXpdUZtT55hSlM3WoqOCkjLnKUonet4fWsNTPp+3IigR07QT7kXoP014wVpHyfK4twJEYsEq6j7eywRPiolqzWxIlvRM9c6LxUTZkdqFc5mZmDjoDyBCrolcHMVmXOcxowFf5xQ/V4m6C/r9TSGnTCoJh5d9C2JoZq2UNZxFBpgaM8DOM+4eUTKqpbDsF3TecXxwwKpfsFoIUFojF6LLzZrvv/uONz+85uryUjU3b4n07pp8uXbMfiYw3nf//PjDb/+Psp4B8ua6r2MNjxKvkHrZXsToGmgqWFoj/zdCetHbCfBQo6jerFPi//vf/wffdfz297/nt7//PUcnx7hqOeKImBLhyLPcLBnGke24JY9qBqW2AHmaRCWn1nlO2Btp0EREDTxNoyjqUOcJjub+RxVyc05JIrIk6a1FUumcZFQxTZN0u5H6Zo6JpijuvUbZlbm546xSgkokZ1E3L1rLlV5S89uWxpSo2UgEZoxMltgqwJaLGHT5oB43VehJTn2t8yQKP8kkqW6YwpgmFkh0GHwQFZ1sKTWLpFiQme2UElMRC1gcWG/FU4dMMbtab4uQqepX03cyK14KIXi6vuPlyQmHiyVHByt5bhIrhu12zccPH3n7+jWb9VqaQfkGdechULwT7O4YF3yOGh+1ft0AeVuj5trjN8DyZn0RuHU2ez+KvC2iVB8VCTt0ZXP9f6CmxLheMw5bvk2R9+/ecXh8zO9+91tWqwO6hac/OOHw5IDtZst2u+Xik2Xcbokg4glVxgpTjFiqqLRVlF8YyVZOeECaM3qSz+OAWoPMSek8VSg3xlqdtIE8TRTUwwZDytK86bsAmnIKET2p/3Mz/bJ0Xcc47tRm9r1gWsoMkHOhILVM59ycdoo8mCFWmYOvoN31opMzFRecgBwV46XDb7KIhKRRqFDeB4wzTIN8FustxRUKYtqFg+oqaBpeaiGZNDfMWgosdB/Dous5WR3ga8WVwsI5jlYrOiepdRonXr9+w5vXPzBsNkzDyDQMs5fRg+D4IJg9ARgftb37H/5HXb9ugPzcdVsUeZNIPpPF9W/2DlhjrgGhLA0fSVAd2KrTLhWqZbhaM2wH1peXbC8vWa5W4jXy9dccHKzorKWzlgCkgwOm7ZZ1CGxVOHeIkWpEmbuWnbK3KFQjwgrsyNcOaPqPtWSqWp82aorRCDKNokTeANXqvhDvbxF+zUpzMUYMyHKWaaG+X+B9Jz7SOi0jACnNkaZSbq2M8lW1G3BOplhijCy6Hm/F2sIag1UQLQBqdUBniSUKz7JzqhyU8XhqV4njJArjpmOqUebancV6SyYRs9B7rK0Uq1Ej8mUjScWCIXjP0vWsQuBosWARAr5WbMrS/beG7cUlf/n+O4b1msvzcy4/nZPjNF98bj3W2vpcULzvtQ9tE3614AjPAPn4dSfdB65N1ti9x1p6XTLgmEGy3IhKneVOcHR2d596x7zfbrHWcnVywrBec3R0RAiBPgSOl0vMckFaLDhcLNhuVsRxZGMt03bLNI1CX3FurknOQbLWFtmrQ5aUyNNOBxKnSja1UnIS+1YjM9/ydcQPumRx7EOVwi0G4+2shlOykNydtS2nxjkZzGtWqlI3zUJlMlb4kkm8ZnLJlKT1SyMiut45UkraZZZ5aGfE62b0I0u/UCEQaf5QwXZSJhjNRHVQOuUsOo8NllwzkUR1leCNRI0uU22lBFFhWrge33WsQuAgBJbec7Ra4iuUaSJuNqyvrthcXHD16RPff/uNiNfmLMfGPgDtR493SZDtH5MPHrfPwPhT1jNAPrTuSrNviyJbw0aVa8TEZA8k606mH+vAVQE/5UVS/Q4cG1AVJ3xKY9RwSidjjOHT27dcvH+PD4HDgwNevXrJ8dExy76n7zqWx8eMXUccBsZFz+byis16TdLZ6nEYJPVNiZyS6DFm8a1pPi7NDsH7IN+lqrxXSkyx4ozF2h2YWW2gbKeJOE10SuxuQy0pifBFqyu2PdjI303IIZdCVREPi8N48Z4RFfSiMWadxxcbsNSc8QrWWUV7pxSJZpAxRi+uidM4MYwDC7fALgwJmRgqrpJTgZDIFlLNZJcpttAddBJJdpa+6/C9I3jH0WJBAA76joWxmJzwGIarKzbn56zPL/jw9g3vX78WNaWkaTR7AFjLddC6DRx/CiA+9vG2P58X8AyQt6+7GjW3eta0B/ceK3pbXLQEWKzyPfL+9qqAZJPGIl0HR2uu/9263+0fUKxhmiY+bjacv3uHt5avvv6a3379NavlkpwifehYhSNWoSMdHZJTYthsubq8JMXIdr2mRLEuzTHiuo6YM8GpZYHze94zkqKnJMTx48NDooIhpWDx0rSJk4pUKDVGa3RtrLAZTxXEWwflMzrlOlalAbWmi7MGYwNJfVu8dcqbjNIPo1JVQNfWqmK8aVYwL7kw+QFXLcEFoo+UKB195x04Q7aZHCVidMueVDOxTtKx7gyLs57a97CEcOjxncXVytKLF3goBVJiWA98Or/gh2+/5dO7d0ybDWUcKTHt6F1z0+4GGu3f18DsqfXEz37e4572a1rPAPmYdSsH8o6GzT5I7lN/9kGzgWQTtCh1F0227Tqn0zgaqVonTZ32ntbIe7XzTTeba+WHv/yFd99/jzWGRdfxX//lXzg7PaV3jpVfYYCx6zlY9OSYGA4PuTg/59OHD6xzFtvWnHGdfLc0TVCkQ2yqgF61jlqk41tyIdZRZ4jFlMo5h1cr0lJEKq3tq6DufbsRPI1YQeuWSpEJaq0Qo9YvLWaU3easZSqZaRixfQXnlVIkToxVRyKN0pqwlpoSqVeLWTNBBwaLSaIeboPB94G0HhidwQXLIizwq0B/0HH04hi/9NRFwXdyKdhcXFJzZtps+PjpEx/evObj6zekcZz/MQmd6lrqvB8xtr+vRYt3gOOXBsV28DyvW9czQD513axF3uafve+xLU/iVpBsoHFt8sYKGN4FlCDbLwbVP7vx+UQ5KA0D1MJgHf93GOiC8BRfvnjB1199Rdd1HC5X1C6z6joOl0teHJ+w3WzIJbNdbyg5MU1RbWKRJgmSDntnxVAsSxMn+CA1S6UGeSsz1RYzm4xZJxJk3ntR+SlZAyapI4Z+Qa2VlHVyxto54iwlz0ZjMxkctXRVn3Hv1OQsC5WqFkOsgygLeS9z0jURbWGyIrnWhfZbgF05Vssli7MFLljCIhD6QFgF+tUCE4CFAZupU+Tq4oJv/vQnLj99JA0DaTswra+YNlspo6SswFiug+I+GN4EsmtNmSeC41NAEZ6B8RHrGSDvWvdRfG7etz+C2EByv2lTq4Q9RkbMBESrAGFLv2FXo6xVu+D2x0AJ1yNJ2L3+lo5nSZlLddwzwObykvP37wkh4Kzl7PSU1WrFsus56Hvy8RG1VLbbLdM4Mk0j4zDIlMsUpW5YqxpKDQzbrXSBm9dNlkkZcRmcsM4CIkdWs3hcey92rSmrFzYOFwJd1zFNkwrEymSNmxVw5GLQdUFHIpPqQ1YdcURBt0hQHUQlPWexia0503tPZx14Rz2uLPySo/4Qi2XhFhwsD1j2K5Emc2CDwzpD8WLPsEkbLl5/Yv3pnLjdMm42nL9/z7DZUKdRADGKtze5yP+lXgfF/W71TdC80xfmHiR7KijCMzA+YT0D5OeseiNK/FE9EmZ0zPp4e6w1a/ajx2r30mzdtjHSnKlWU2kF0pspNlyva7bPN3+M3UlXS+UqnnP16dPcNb46O+Pw8Ii+C4QQ6ELg9PSUVd+z7DpKWamYQ2GaInGaKFkI1Jv1mvXVJU67yBFDMZZF3+OselE7oRZFlfkSpaGC9w6vEl+lNCMqiRC9dVjvGIaR4J30qhRAZIzSkOI0W9nixGZCmk2ZhBDRQwgyqdJ1YC2rgwMOjo9wXUcqlW65ZLFc4n1H7zv6sMBb0W0sZDbDhqvtFdtxS5ki43YrZYjzc9IwSLMlZ8gaLaYkf8d8HSSzNLrINyLI28DtZmp933Oeup6B8cnL1Pq4vW1uRk//SOu+r3bLSOD12/b6/XYP+GYQtDeArf1rQCg1smu3b3vO/n23fZab62YH9Ja0zsCsxmOt5fDgkH/6/e/Ffc85QtfReU8IkkKj3eOckojpjiPjdiClyDgM1FJZLHpqLmy3G7wK+aY4EaOMUtaSCSGQUma7WZNTpl/09P1CvZ/l+22HQeqVtWBUeajUypiSkMadRJ6uE3tX3/XEkoVR2vf0Bwf0qxXdYoENgeXhIYuDA1wXZF5c1CQk9W7UJAX/HCMfP3zg/bu3rK+u5LtnoT0xA+Mt/yaNIJOCpDZu0NfTxG1FWfhGZPkAOD5Hi190PQb6ngESngaQt913G2DtR3s3gfLmY58DjPsUo1s77nfUtu6ijcxNEiFiU2XEMHjP4eGhRJXLFavlkuC91BVzZtF35JyZxomS0+zzLGK74r5nkIgv50xJYjDmtEM+TRPr9Vqi166bv1et4rUTul4aOT5grCVm8QS33s8AuTg4YHVwQK5StsjG4ILHLXpxF+x68Y0JHvEaN1RjmGJkO47y/zBwcXXJxcWlRqtFu/Z5N/ZXVGRkH/RahLgfOe6D434U2e6b0+6yu92+9E8Fx2dAfPR6BsjHroe+2lNAcv8xexMgbwG5xwJl295toPvQus/Z7t4mQQUj9gDOOzG4t1Z2VxUf7a+++oq+66QJpKAnLg6S8nZdL4pAKcsoojWklEQ3UsFzu91ibLOKreoUCNZZun7BNI3Ce3Q60qkAKFxSS7dYELqOMSWxy7VWarZetBpzLeQKV9stF+s1F+s1wzgo/bSqU4WI9+Z9Gk77vzVZ9gFxHyxLfhw41rqXZt+oPd4VPT7YmHn4539et69ngHzsesxXu+v7799/H0i2+x5Ku/cfu5mu35XO3/f5bvt5P0cW6xYKijWGvu/VtdDJx6kyxy3kbRlPNDpzfXpyzHK5pGSZoAldwKu/TONANjFbpyo33ntyLcSUVd/RythhRcQg1FFwSplPF+dMKTHGSK5QlT/aIsZUKzHLNFL+0e9hru/DawBZr9cQb4LkfnS4n063CPFHAPlIcLzrd4FnYPwC6xkgn7K+FEjC46PJ9tyHgHL/sZvvdzOCvK3Tft96LAl5//Zd6fotUY81wo303rFcLgmhE0K5tTLv3GxuKxgrGo7GiBmWUUdGjFB7SpX9YIylINM2bboolcJ2GMRrPGWK1X3nNJo0SMTZSPdt3+7v79vm6681Vcp1YGyAdzOFvgmO+6n0XdHjY8HxGRi/2HoGyKesx369nwKS8HigbI/d9vht2/lS667D4TbRhNsizPuA1Nyy/Zu39fu0rna7XW8CWbutnjRaC9D7tOHl7PXml7N7pPtbgPGa5uc+FecWkLwtKrwrWnwGx7/L9QyQT11P+YqfA5T7j9+WHt+XRt9Xe/w5f5sfAdr9aTfwMJjete39dVuUfFvZoQHkfhliBkp3vab7o9sP1HFruZ4C73ee92uJDQBvNmH2O9btdvveN1PrZ3D8q6/HQN8zD3J/VR4PknNUdE9Ka8x1YGjEb2Bf/ewaf7I2Id12+6664w2y+J2A/Ygmzs31FNmsh4Dxtu095ppc6+47/cif3FyPWBshX57w4ymlxjtt2yw3gPG++u3N0sFt9Jz927fVGPcfb9/hGRz/tuuR5/lzBHnb+pyvet/++alR5c3X3JZqP/az/NT1UNPnvojzrtfft25Gkrel2bfdfzNabNu62QC7+R43P+dtYHZfs+Vm1HhzzvqpHetncPx5loH6COuKZ4C8a33u1/0SQAm31xgf6pjvr9uA80utx3TBP9f/5LbvcvMicRdItsceAs/bLjo/+ly3gNdDdcT77oNncPx7WXNi8gyQP239lK/8pYHy5v0PbeOhz3Bz7b/PlzKFuut5992/v277vveBZHv8JkjefN1Tosf92w81WD4XHG/bH8/g+POtZ4D8gutLfO2f2tBp674T+9bI6wn1x/3XPyUN/tKgeHM9BJKPHe287fX3rbsivJsA2B676/7919y23Zt/wzM4/pxr/zB/BsgvvP5ewfK+bf81frf7DqHPAcWb6ymR5M3nPCYav+vz3iVcux8tzrdvPHbz9Y/p/sMzOP7c6xkg/wrrrwmU8Lj0+ac2a+7rxj92PfY1j0nhb36fx4LktcfviBjvS6vn2/dEend1oe9Lze/a1rX3/PFdz+sLrpuH+DNA/pXWX6tWCY872eH+Js1P+S0/BzgfA4h3rYdqsHcJhdz1/IfWXYC4f/u+9Pu259213Wvv+7iP97x+wnoGyL+T9Tm76qcC5UPb+Tm72m39FCC8bz0WJPfvuy8CvW3dPA3uUz96CBj3n/uj+5/B8W+2ngHy72x9SaB8KhH8sb/XfcD5cwHefYfcYwH+sTzR2157c91mnDX//UCqffO+pwAjPIPjX2vdPASMoeZ7BiLa054B8q+wnrrrHtrXTwXLx2zzS6wv0ZDZXw8B3U2QhMeXIPbXfRzO23iKT4kYb7s93//wR3teX2g9A+QvYP21gBKeRvH5e1+PpTvdB5T3rc+dL7/vtbfdnu9//Ed7Xl9oPQPkL2R96frkY5/zcwDmY4zsn7oeWzJ4Kif0vnVfKnynkdYzMP6i1jNA/oLW5+7KLwGUv5T1VGrTUzigtzZKHhEtwucBIzyD4996PQPkL2z9XNSgpzznl7B+ynTRY9ZdwHjzsfuA8a774BkY/x7WLeAIPAPk3/36uUHypzx/f33p5gs8kcT+haaK2rrt+3yuVNszMP4y1v7h8AyQv5D1c07k/FLXYzv0T6Xy3LU+N52+6z54Bse/x/WZKfajBXMfiaPP63k9r+f1D7P+gbggz+t5Pa/n9WXXM0A+r+f1vJ7XHesZIJ/X83pez+uO9QyQz+t5Pa/ndcd6Bsjn9bye1/O6Yz0D5PN6Xs/red2xngHyeT2v5/W87ljPAPm8ntfzel53rGeAfF7P63k9rzvW/w8Jm0Gqw4eF/AAAAABJRU5ErkJggg==", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "CT = dicom.open_multifile(files_CT)\n", "affine_SPECT = dicom._get_affine_spect_projections(file_NM)\n", "affine_CT = dicom._get_affine_multifile(files_CT)\n", "SPECT_imshow_kwargs = {\n", " 'cmap': plot_utils.pet_cmap,\n", " 'interpolation': 'Gaussian',\n", " 'alpha': 0.6,\n", " 'vmin': 0,\n", " 'vmax': 0.1,\n", " 'zorder': 1, # this will ensure SPECT is on top of CT\n", " 'origin': 'lower'\n", "}\n", "CT_imshow_kwargs = {\n", " 'cmap': 'Greys_r',\n", " 'interpolation': 'Gaussian',\n", " 'vmin': -25, # HU\n", " 'vmax': 300, # HU\n", " 'zorder': 0,\n", " 'origin': 'lower'\n", "}\n", "\n", "plt.figure(figsize=(10,4))\n", "plt.subplot(121)\n", "plt.title('440keV Peak: OSEM100it3ss')\n", "plot_utils.dual_imshow_axial(\n", " im1 = recon_smoothed,\n", " im2 = CT,\n", " im1_idx = 70,\n", " affine1 = affine_SPECT,\n", " affine2 = affine_CT,\n", " imshow1_kwargs=SPECT_imshow_kwargs,\n", " imshow2_kwargs=CT_imshow_kwargs,\n", ")\n", "plt.axis('off')\n", "plt.xlim(-120,130)\n", "plt.ylim(-275,-25)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "a9c1aada", "metadata": { "papermill": { "duration": 0.005799, "end_time": "2024-11-19T22:30:01.541005", "exception": false, "start_time": "2024-11-19T22:30:01.535206", "status": "completed" }, "tags": [] }, "source": [ "Activity can be seen in the largest sphere, which is of 60mm diameter. The smaller sphere at the bottom, which is of diameter 37mm, also appears to have some counts. The SPECT reconstructions are of poor quality since there is so little data collected in standard Ac225 protocols. See our paper https://ieeexplore.ieee.org/document/10964321 for estimating uncertainty in these spheres" ] } ], "metadata": { "kernelspec": { "display_name": "pytomo", "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": "3.12.9" }, "papermill": { "default_parameters": {}, "duration": 168.593111, "end_time": "2024-11-19T22:30:02.970158", "environment_variables": {}, "exception": null, "input_path": "t_ac225_dicom_recon.ipynb", "output_path": "t_ac225_dicom_recon.ipynb", "parameters": {}, "start_time": "2024-11-19T22:27:14.377047", "version": "2.6.0" } }, "nbformat": 4, "nbformat_minor": 5 }