{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Palantir Basic Tutorial" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Table of contents\n", " - [Introduction](##Introduction)\n", " - [Loading data](##Loading-data)\n", " - [Data Processing](##Data-Processing)\n", " - [Running Palantir](##Running-Palantir)\n", " - [Visualizing Palantir results](##Introduction)\n", " - [Gene expression trends](##Introduction)\n", " - [Clustering of gene expression trends](##Introduction)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Introduction" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Palantir is an algorithm to align cells along differentiation trajectories. Palantir models differentiation as a stochastic process where stem cells differentiate to terminally differentiated cells by a series of steps through a low dimensional phenotypic manifold. Palantir effectively captures the continuity in cell states and the stochasticity in cell fate determination. \n", "\n", "See our manuscript for more details." ] }, { "cell_type": "markdown", "metadata": { "tags": [] }, "source": [ "## Imports" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:45:34.735085Z", "start_time": "2022-06-15T17:45:32.748529Z" }, "execution": { "iopub.execute_input": "2024-05-15T20:26:49.347125Z", "iopub.status.busy": "2024-05-15T20:26:49.346502Z", "iopub.status.idle": "2024-05-15T20:26:54.862980Z", "shell.execute_reply": "2024-05-15T20:26:54.862111Z", "shell.execute_reply.started": "2024-05-15T20:26:49.347074Z" }, "tags": [] }, "outputs": [], "source": [ "import palantir\n", "import scanpy as sc\n", "import pandas as pd\n", "import os\n", "\n", "# Plotting\n", "import matplotlib\n", "import matplotlib.pyplot as plt\n", "\n", "# warnings\n", "import warnings\n", "from numba.core.errors import NumbaDeprecationWarning\n", "\n", "warnings.filterwarnings(action=\"ignore\", category=NumbaDeprecationWarning)\n", "warnings.filterwarnings(\n", " action=\"ignore\", module=\"scanpy\", message=\"No data for colormapping\"\n", ")\n", "\n", "# Inline plotting\n", "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Loading data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We recommend the use of scanpy Anndata objects as the preferred mode of loading and filtering data. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A sample RNA-seq csv data is available at . This sample data will be used to demonstrate the utilization and capabilities of the Palantir package. This dataset contains ~4k cells and ~16k genes and is pre-filtered. Check the scanpy introductory tutorial for filtering cells and genes. \n", "\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:45:34.854759Z", "start_time": "2022-06-15T17:45:34.737139Z" }, "execution": { "iopub.execute_input": "2024-05-15T20:26:54.865075Z", "iopub.status.busy": "2024-05-15T20:26:54.864455Z", "iopub.status.idle": "2024-05-15T20:26:55.099350Z", "shell.execute_reply": "2024-05-15T20:26:55.098637Z", "shell.execute_reply.started": "2024-05-15T20:26:54.865045Z" }, "tags": [] }, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 4142 × 16106" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Load sample data\n", "data_dir = os.path.expanduser(\"./\")\n", "download_url = \"https://dp-lab-data-public.s3.amazonaws.com/palantir/marrow_sample_scseq_counts.h5ad\"\n", "file_path = os.path.join(data_dir, \"marrow_sample_scseq_counts.h5ad\")\n", "ad = sc.read(file_path, backup_url=download_url)\n", "ad" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "NOTE: Counts are assumed to the normalized. If you have already normalized the data, skip past the `Normalization` section" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Data processing" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Normalization" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Normalize the data for molecule count distribution using the `scanpy` interface" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:45:35.018205Z", "start_time": "2022-06-15T17:45:34.856894Z" }, "execution": { "iopub.execute_input": "2024-05-15T20:26:55.100443Z", "iopub.status.busy": "2024-05-15T20:26:55.100207Z", "iopub.status.idle": "2024-05-15T20:26:55.185208Z", "shell.execute_reply": "2024-05-15T20:26:55.184231Z", "shell.execute_reply.started": "2024-05-15T20:26:55.100422Z" }, "tags": [] }, "outputs": [], "source": [ "sc.pp.normalize_per_cell(ad)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We recommend that the data be log transformed. Note that, some datasets show better signal in the linear scale while others show stronger signal in the log scale.\n", "\n", "The function below uses a `pseudocount` of 0.1 instead of 1." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:45:35.098276Z", "start_time": "2022-06-15T17:45:35.020719Z" }, "execution": { "iopub.execute_input": "2024-05-15T20:26:55.186700Z", "iopub.status.busy": "2024-05-15T20:26:55.186316Z", "iopub.status.idle": "2024-05-15T20:26:55.216310Z", "shell.execute_reply": "2024-05-15T20:26:55.215382Z", "shell.execute_reply.started": "2024-05-15T20:26:55.186676Z" }, "tags": [] }, "outputs": [], "source": [ "palantir.preprocess.log_transform(ad)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Highly variable gene selection" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Highly variable gene selection can also be performed using the `scanpy` interface" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:45:36.297603Z", "start_time": "2022-06-15T17:45:35.614883Z" }, "execution": { "iopub.execute_input": "2024-05-15T20:26:55.217690Z", "iopub.status.busy": "2024-05-15T20:26:55.217350Z", "iopub.status.idle": "2024-05-15T20:26:55.480324Z", "shell.execute_reply": "2024-05-15T20:26:55.479348Z", "shell.execute_reply.started": "2024-05-15T20:26:55.217669Z" }, "tags": [] }, "outputs": [], "source": [ "sc.pp.highly_variable_genes(ad, n_top_genes=1500, flavor=\"cell_ranger\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### PCA" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "PCA is the first step in data processing for Palantir. This representation is necessary to overcome the extensive dropouts that are pervasive in single cell RNA-seq data. \n", "\n", "Rather than use a fixed number of PCs, we recommend the use of components that explain 85% of the variance in the data after highly variable gene selection." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:45:36.694677Z", "start_time": "2022-06-15T17:45:36.299597Z" }, "execution": { "iopub.execute_input": "2024-05-15T20:26:55.481881Z", "iopub.status.busy": "2024-05-15T20:26:55.481385Z", "iopub.status.idle": "2024-05-15T20:26:56.214441Z", "shell.execute_reply": "2024-05-15T20:26:56.213856Z", "shell.execute_reply.started": "2024-05-15T20:26:55.481855Z" }, "tags": [] }, "outputs": [], "source": [ "# Note in the manuscript, we did not use highly variable genes but scanpy by default uses only highly variable genes\n", "sc.pp.pca(ad)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:45:36.701107Z", "start_time": "2022-06-15T17:45:36.697194Z" }, "execution": { "iopub.execute_input": "2024-05-15T20:26:56.216836Z", "iopub.status.busy": "2024-05-15T20:26:56.216443Z", "iopub.status.idle": "2024-05-15T20:26:56.220386Z", "shell.execute_reply": "2024-05-15T20:26:56.219911Z", "shell.execute_reply.started": "2024-05-15T20:26:56.216813Z" }, "tags": [] }, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 4142 × 16106\n", " obs: 'n_counts'\n", " var: 'highly_variable', 'means', 'dispersions', 'dispersions_norm'\n", " uns: 'hvg', 'pca'\n", " obsm: 'X_pca'\n", " varm: 'PCs'" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ad" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Diffusion maps" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Palantir next determines the diffusion maps of the data as an estimate of the low dimensional phenotypic manifold of the data." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:45:43.083093Z", "start_time": "2022-06-15T17:45:37.041390Z" }, "execution": { "iopub.execute_input": "2024-05-15T20:26:56.221604Z", "iopub.status.busy": "2024-05-15T20:26:56.221221Z", "iopub.status.idle": "2024-05-15T20:27:02.227265Z", "shell.execute_reply": "2024-05-15T20:27:02.226700Z", "shell.execute_reply.started": "2024-05-15T20:26:56.221581Z" }, "tags": [] }, "outputs": [], "source": [ "# Run diffusion maps\n", "dm_res = palantir.utils.run_diffusion_maps(ad, n_components=5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The low dimensional embeddeing of the data is estimated based on the eigen gap using the following function" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:45:43.089195Z", "start_time": "2022-06-15T17:45:43.085412Z" }, "execution": { "iopub.execute_input": "2024-05-15T20:27:02.228434Z", "iopub.status.busy": "2024-05-15T20:27:02.228136Z", "iopub.status.idle": "2024-05-15T20:27:02.231028Z", "shell.execute_reply": "2024-05-15T20:27:02.230657Z", "shell.execute_reply.started": "2024-05-15T20:27:02.228412Z" }, "tags": [] }, "outputs": [], "source": [ "ms_data = palantir.utils.determine_multiscale_space(ad)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you are specifying the number of eigen vectors manually in the above step, please ensure that the specified parameter is > 2" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Visualization" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In the manuscript, we used tSNE projection using diffusion components to visualize the data. We now recommend the use of force-directed layouts for visualization of trajectories. Force-directed layouts can be computed by the same adaptive kernel used for determining diffusion maps.\n", "\n", "`scanpy` can be used to compute force directed layouts. We recommened the use of the diffusion kernel (see below) for computing force directed layouts\n", "`Force Atlas` package should be installed for this analysis and can be installed using `conda install -c conda-forge fa2`. Note that fa2 is not supported by python3.9\n", "\n", "UMAPs are a good alternative to visualize trajectories in addition to force directed layouts." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:45:49.242486Z", "start_time": "2022-06-15T17:45:43.091291Z" }, "execution": { "iopub.execute_input": "2024-05-15T20:27:02.231933Z", "iopub.status.busy": "2024-05-15T20:27:02.231648Z", "iopub.status.idle": "2024-05-15T20:27:11.482480Z", "shell.execute_reply": "2024-05-15T20:27:11.481433Z", "shell.execute_reply.started": "2024-05-15T20:27:02.231915Z" }, "tags": [] }, "outputs": [], "source": [ "sc.pp.neighbors(ad)\n", "sc.tl.umap(ad)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:45:49.341634Z", "start_time": "2022-06-15T17:45:49.246116Z" }, "execution": { "iopub.execute_input": "2024-05-15T20:27:11.483853Z", "iopub.status.busy": "2024-05-15T20:27:11.483593Z", "iopub.status.idle": "2024-05-15T20:27:11.547873Z", "shell.execute_reply": "2024-05-15T20:27:11.547188Z", "shell.execute_reply.started": "2024-05-15T20:27:11.483835Z" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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AXdcdhiYcDgeqlQ8GAzSbTUcrUjqddjSYA8/GZrFYQFVV3N7e8hbExWKBXC7nO5fearVQqVQcY4hu3ctN709VVe4Hpb9x5yM/fPjAXjrpdObzeUSjUcxmM8/00i7pCsnLkYZS8lkEGUn63Ww2w+HhoacSHA6H8fDwgKenJ09YSR4dtdgELepKJpOYz+eYzWaIRCJ4fHwMzNOJi8WITUo99Fyr1YoNdbvd5gVfIqvViufJ6Rh3XTFLiuilUgmapjkWohH0+S4WC8TjcTam7XYbr1+/hq7rsG0bzWYT0+kUmUxGalN+I6ShlHwWQa0wxGKxwMePH3F+fs6e2XA4xHw+Z0PlblCnnJy7F9HdhD2dTrFarWBZ1ta1rUFeqV8vI21E9GtDCpoCcjev7yLkQX/X7XahKAoXkmhqR9M0FItFh/EUDTBpWdL7IHV3ybdDGkrJZ5HNZjEajRz5M/cs83q95n7Ki4sLj2cnoigKnp6efB/jNnbxeHynEcVN5HI56LqOVqvFrzkYDJBMJqEoCkzTdBjh4XDIYa5bCi3oOP0wDMOh8E43C9Fwr9drRKNR7O/vo9frcWM8hfXialvJ90EaSslnc3BwwMUTCgvdBZjhcAhd1z2GRdM0GIbBhmJTr6QIqXwPBoONhklVVRaLEL28fD6PcDiMbDbra7xN08Tp6SlWqxU+fPjg+H25XEYkEoFhGGi325xjfckSMXd+ldIPYg8q7RAi9XPg+XMcDodQVRWPj49YrVbI5XKoVCo7v7bk85GGUvJFkExZMpkMHDOkUNHtbX6OVxQKhXB3d7fVe4tGozg+PoZt25zPVFUV2WyWeyP9ehZt20an04FhGMjlchgOh1gsFojFYkin0/w+DMNAJBLxzS0Goaqqp9pNKzFisRj3XCYSCUeoTWpC7lRBu93mG4fk2yINpeSrIRo+Gu+LRCLcHuRmU6O0nxYl8Nzg7ddyQ2tiyUOlSaBiscjeLs1jHx0dAXhucXp8fIRpmpjP52xUxX5EXdfx5s0bh+G6u7vjlEMkEmGjraqq77bHcrmMRCKBjx8/8ucQCoVQKBS4+DKbzWBZFkKhECaTCUKhEH+eo9Eo8LPq9/vSUH4HpKGUfBa0qsEwDGQyGU/j+P7+Ps9Q++UT4/H4xlCbjGQkEoFt276qPISmaTg/P3eEw8Czx6XruiP/Nx6PsVqtoOs6DMPA4eGhp0fS/T7dRl7MXZqmySG+mIIgIpGIw1gT+XwehUIBwKeVFSLdbhdHR0eBNwxCKgd9H6ShlLwY27ZxeXnJnt16vfaEsbR7e71eO7wxTdNQKBQCxXHdzOdz5HI5FItFLJdLx9IxQlVVXF9fe3KFlmXh/v7ec2zL5ZK9NVVVEY1GHQWacDjMBjIajaLT6XDobVkWwuEwGy/TNGGaZqAhj0ajePfuHVRVRTqdxnA4RCQScUzg+KmYz+dz/PvvvzyH3uv1PF0CiqJgMplwwUyKZHw75CoIyYuxLAt///03/3cmk0GlUsHFxQXv6I5EIg4DEFQp3pVQKIRMJvPF1W7DMBAOh7ndJxaL4ejoiKvcsViM0waz2Qy3t7fsUdJOHTKSm7QrgWevutFo8A0lHo9jb28Pg8GA5d6AzVsY8/k8qtUqLMvChw8fAoU3isUiTNOEYRi8EVLy9ZAepeTFqKrKa10VRUE2m0UoFMLZ2RmHte5QMggKLcVeSRKjEOewTdPkUBrYrRXHTSwWw3Q6dRib6XSKXq+HfD7v6Q0djUaOsNu2bc8UzKaw+P7+3uFNK4rimAja399HOp32hOVi4Wu1WmE8HiORSCAWiwUayna7zUZ7OBzi+Ph4q8CGZHekoZR8FvV6HYVCgUf9gE8tOQBQKBTYS6IlWvTvfD6P4XDIC70A8Lw15Rin0ykbRRF63OdAhtINGZhGo8F9i6vVaqMSOUGjhIRo8C3LQiqV4op7Op12jDvOZjMkk0lP2F6tVrFcLlnHczgc4vDw0OGhi6/jzmPOZjM2/pKvgzSUks9m00IrMcwWL+JYLMbN0+49226DQSIT4hIyVVU3FnY2kcvlPP2XlC+cz+e8OXHTHh8x3Kb8pPuYRSgtMZ1OcXl56fgdtRuJhS2aTlosFo5NjvP53CEwnM/nWfzi4eHBcxx0jNTnSsLAks9DGkrJF0EN11T1Xi6XsCwrsBpr2zY+fPjgMSj5fN63wOP26j5XrJbC0PPzc3S7XYzHY0SjUZRKJSiK4glTg3bbvDSlT0UjUSwYePZEx+Mx+v0+arUatyelUilOPZC3qmkaUqkU0uk0er0edF3n/efieyNoYyXwbESp4b5cLqNYLL7o+CXPyGKO5LOh6nfQvDV5X1RACYVCmM1mO4W0X4KiKCgWi1AUxTEplEwmcXh46Ps34i7ySCSCw8NDvHv3ztcwxuNxxwI0ajWazWawbdsz/53NZjGZTByfUyKR4Cq9rut4/fq153Usy+IVE5ua85fLJR4eHhxV/1qthlwuh7dv37K3SU3tkpcjPUrJZ+Oeh3ZDxY7lcol8Po9sNrtxSdg2CoUC5zaDqNVq7G1ZluVQD6Kd2+JmSEKcsFksFtB1HdVq1VeZiNbPjkYjLBYLJJNJR3vO//3f//FjTdNEq9VCNBpFNBqFqqqo1WqOz4Fmv92VampdCqLVanFONRwOOwwlGcdEIsG5TZoCkrwcaSglL2I6nWIymSCRSHAbUJCHKObNaFfO5+YXT05OHK027tacWCzGKyDI4IxGIyQSCUfrzXg89hhKUiMiQqEQ7/BxG0nDMDzN6STiu1wufVf2As8FFkVRcHZ2hnA4DE3TOI1ATfG7QG1L8/mcvWX3jYPGL4Hn6SMK52WO8vORhlKyM/P5nHe00KqG/f19XF5ebmyTIfy8z2w2i8FgsDX3KLa/AN5cIT331dUVXr9+jclk4ikWAZ9EKEzT5NUVbsgLFIlEIh5BC5HJZOIwyKqqQlEUR1GLlM3pd8Cz131wcLDxvRPL5RIfP37c2o9aKpW4E0FRFI/up+TlSEMp2RnKwREPDw8Oz+ilZLNZ7O3tsShut9tFo9HwNQSmaSKZTG7Vn7Qsi2e3RWq1GmKxGPdn0opZ4FkwmBSJdF13hLC6rkPXdYTD4UCtSRLIEA0lNbKvViueYopGo4jH42g2m46pJr82KD/G47HnsyGDS99LJBLZaBhN08RkMuEZfMluSEMp2ZlkMukR0fUzatTesinMpr5CYrlc4unpKdDo5nI53/FFPzRNQyaTQbfbhWmaSCQS3MM4nU75+IjJZIJKpYJSqQTLsnBxcYH5fI5QKISjoyOEw2G8f/8+8PWWy6VnsmY6nWKxWCAcDnMj/mQycehf0uewqTF8PB5jNBohHo9zekG8WZVKJU4vRCIRft/z+RyZTMaxP2e9XvP0FK3p9cuBTqdTKIqyMT/6uyGr3pIXsV6vMRqNcH9/H9gqQxJnw+HQ0WDtB7WsjMdjXF1dBT6O5rF30X48Pz9nxSKa+ul2uw5VIGpuVxQFR0dHjnYmy7J4hnq1WvHkkTsc30YikcDh4SEURUG73XYUjAzD4HFDMXc4Go3QbDah6zoKhYJjHe3JyQlUVXUsbUskEiwmrCgK+v2+4zMvlUqsLjSbzRxFJPF3xNPTE4+JVioVFu743ZEepeRFkLcWjUYxnU6xXq95x7coIUZjjvP5HL1eLzCv1u12oWna1v7E+XyO8/Nzzofucn9XFAWLxYINiUi9XufZaMuycHd3h3A4jEKhAFVVHQWeXq+H09NTdLtdrNdrKIqCSqWC+XyOfr8PwzB8vefxeIy///7bN2WwXC5xfHzsCLtpRznt7na3Gi0WC4eeJvAs+dbv96HrOo6Pjz2v02w2WeHJMAxHRNDpdJBKpRzPJ3rGrVYL2WxWqqlDGkrJZxIOhx3jiqvVCo1Gw7PDpVKpoFKpoNVq+a6fXa1WeHh42Pp6qVQK7XZ764w3VeF1Xcft7S1P2VSrVRQKBcxmMzb0FO6Leo+KoqBQKDjmvlVVhWmabOzJgIn51dFohMFggFAo5Gi8t23bsS6DEPUmqQ9yMpl4ejCp6VwU0SAWiwW3/qxWK24XckOfGa3efffuHYDn6KDT6TgWp8ViMTaW6/Uad3d3qNfrv72xlIZS8tmMx2NujSkWi6jX64GPLRQKmM/nmEwmO1XICVq+lUwmd1ITn8/nuL299bQtdTodFItFJJNJDrPv7+89mpij0QiFQgGZTIZFObLZLMLhMI8Q+rXakMq7bdu8ZMzPyyQPLZvNcm7S7zhisRhKpRL3qqbTaYexmk6nnhuM3+dKq3wpX+rGXUiqVqsOr3I0GuHi4gKnp6e/tciGNJSSz8I0TVxfX7PHRGN1fkwmEzQaja0Va8Ar8KDrOhsEmrbxC7vd6uLuqvdyuWRFI1Lt8UsHTCYTVkByi0qcnp5yxdhvC+V8Psf19bXD6xWV16nK78Zvn9DJyQkmkwnPh3c6HZydnTmMKxli+kxoptu2bQ7F7+/vOWe5v7/v0b50N6GHQiHs7e05Fr0tFosvEiP5FZCGUvJZrNdrh8EKColHoxGur693fl63VyT2LW4qpoiSbNuYTCZIp9OoVCq8i0astlPI7G4Cp5lrEdu28fDwwF6Yu2q/XC6xv78P4DnX+fT0hHK57HjuSqXiKGSRMRQLV8vlEvP5nKvYfj2ltm0jk8kglUrx40RPldZeEIqi8G5w2mFEsnmGYeDq6gq2bXMP6e+MNJSSzyIcDiOXy3HoLSp2E0H5uV0hRfCgwk02m915j7YIeVGJRAJ//PEH1us1bm5uMJ/PkUqlcHFxAcuyUK1WkUql2EPzg/QsNyE2vo/HY8fkDB1HKpVy7OEBvLvTSVgY8F+MJj4XaWeKKQi3p16v16GqKs/rRyIRHB8fQ9M0xONxnJ2dYbFYIB6P/9ZhNyANpeQLqNVqgSsIqKk7aKRvEyRca5omKpWKo63H/biDgwPOlQYhhuu5XM4TblKRo9/vo9lscsj58PDAYb+f8s56vX7RFkbx79zs7e0hHA7Dtm1+HffnSp7uarUKzPOGQiFHk3s8HudKfqfT4deuVCqIx+MYjUacEpnP5xiNRshkMvz6vV4PvV4P1WoVhmH8tj2W0lBKvoigGeXJZPJZRlIUwp1MJphMJp5Vt0Sn08Fisdi6D1z0SHu9Hmq1mucx3W53Y/W90WjAsixHRb/b7e78HsmzU1XVY6hN08RgMEAsFuPfdTodzw2i2WxiNBphuVwGtluRSAalLOgzFEmn09zs7/aURS+WGvSB59RKIpH4bXssf29/WvLNMAwj0IhuajXxMzybRiTH4/GLNCJVVfVtWt8lv9lqtRy5WHc4Su9LNDbRaBSnp6dsuEjRiKBpmcfHR1xfX6PX62E0GgV60bPZbOOs92q18i00iYjfC0nK5XI57O/vOyZ5xM99Pp87vPZ2u/1ZN8KfFelRSl4M7a9RVZXDOjfhcBhHR0fodru8eyafzyOfz0PXdTSbzRdPumxj07IvEokwTRNXV1coFosO75A2HdLfU9O8WExyjxuSIVFVFeVyGblcjjdSdjod2LaNfD7PRRI34kgh8fT05Niz4ybIuybIA6zX646ZcsIwDMf7Bj61NrmpVqtc0HFjmiYuLi5wdnaGwWCAVqvF63+3GeqfEWkoJS/m9vaWw7nVauXb8gI8C9zG43FYlsV7cG5ubnxXKIiQyMSuhSBN03ie228/t6ZpODs7c6gc9ft9WJbFqyZGoxHn94BnQ/Dnn39CURQ0m00sFgvWoaQ1ttRATwK7pPKeSCR4lzdNBdXrdTQaDYRCIZTLZdi2zakDkfV67fAY3bP10Wh0a6phtVohn8+j2+16DGWxWNy5gk35TbqhUe6SPEuaJKL3sFgs0Ol0UK1Wd3r+nwlpKCUvRry4d9GXJC/Mz4iJUJGgVqshFArtbCgNw+AWnGKx6JBkKxaLyOfzCIVCSCQSfLyr1WrjbnES2QXAHpiYx8zlcg7vTpSga7Va7KECn9TGk8kkP/7m5mbjbh5VVXnG3G+iKQh6n8CzYSMPU9M0pNNpNnbEer2GZVmBxrNcLnM4nkgksF6vMRwO+Ybj/v43ecM/M1IUQ/JiyGAoioL9/f2d9A4Xi8VGBR7A2Wx+fHzM+Txx7YIfpVIJhUIB/X4fg8HA4XHlcjku3ti2jcFggEajEfh85HGJkzCWZWE2m+Hp6YnzcpqmoVwuBxaARCNKKxioQLMtfBbJZDIYDAZs+KlQQ16nX7rBMAycn59z1brZbLKyejwex2q14rW9ZIRJIGM2m+Hy8pK95pOTE0/awDRN/Pvvv/y6yWQSiqLAMAyUSqVfspXo1zT/km9KLpfjqummwow4P72tWKIoiiMcHwwGSCaTPGf8zz//BOYfw+Ew7u7ufD1QMfemKApWq5XDSCqKwisrxGVjhGma+PDhgydVEA6HA9MHNDZIRSNaJEYFmpfod7onaWazGQ4ODjAcDlmgw/2+l8sl+v0+stmsYz7+8vISpVIJ7XbbcwytVgulUgmPj4/8u9lshtvbW4+wcCgUwv7+Pqsc7e3t/bKeJPFrvzvJN2ObSIIosXZwcOCbV9N1HeVymXOF4ljeaDRCt9uFqqo4OTnZqC4uXtzu5/frmRShxmzg2TAsFguHms79/b3DIKZSKSiKgsFggOl0Ck3THDnFcrnMo4+9Xg+qqkLTNN/pJMMwEIvFPMZwEzRNQ6o/i8XC9wZBhtLtDfoZSToWwPv5DIdDzOdzz2riVCrFkcR4PIZpmrxy4lfk13xXkv8cEuG1LAuNRsM3B7ZarXB3d4fJZMLh6f7+Pur1OntBtA53m2q338Uv/o1lWVgul8hkMjwz7of75+5WnGw26zCctGKW9maT2IWqqsjn85hMJiyd5sayLDZypC0pIhqtXC7Hhujjx4+4ubnBhw8fYBiG72pgyivW63WHt+fXtqUoCnuN7scDwIcPH3jU002328XV1RXu7u5eNKr6syE9Ssk3IRQKsQe4WCyQSqUwn899RxIHgwHK5TIMw2CxCjFfGY1GYZomt9psUjpPJBKIxWL8XMBzKHpxccHrJA4ODhxiG4QoHUeUy2VukSkUCkgmk44m90QiwaHw7e0t3r59y8Uby7I83qKYUxQN7mKx4HCW1kZQMSifz6NareJ///uf47MjgeHDw0O0Wi0Mh0MsFgvuAgCe+yRfvXqFVqsFy7K4Sfzp6Ym951KpxB4laYy6GQwGKBQKPJFj2zba7bZjfHMymWCxWLDGaFDr2M+ILOZIvgmi8g0AR9/iZDLB4+Mj5y01TcP5+bmjT3G1WmE0GiEajWIwGHCTdiKR4LabIETV8vl8jpubG0fYfnZ2hkgkgslkgqenJyyXS4TDYR4jdCPmWgnaX0Pe5MePH7nQQ+E2FW3IO47FYoEKSqFQCK9eveLFbWJPJwnu+qUvSFGIbgREJBLB2dmZ5/H0WYbDYdRqNYchs20bb9++9TWUiqLg1atXHBk0m03PDSuZTGK5XHL6pFAooFKp+L7fnw3pUUq+CZFIxFHdtSwLvV4P6XSaBReazSZmsxnS6TQXTOji0nWdhSPEkG48HuP8/BwfP34MLIqQ5Jhpmp5NjKqqcmgZj8dxdHSE4XDo600SfmG6O0wOh8NsKCnlQFDIHJSLTCQSbLRub289+3dWq5VvflZRFNzd3SGZTHpuHEEN7nd3d6ygPh6PcXh4yF6iu4cTeDbSJCAsGlX38RwcHCCZTOLvv/8OfMzPjDSUkm+Cpmk4PDxEt9uFZVncs9hut3l6ZbVawbZtR7jXbrdRLBYd+TnxoidjQgUg27Z9ezlbrZZv2JdKpXB9fY1YLIZyuYyLiwvHNka/CZVdIG/RL19KQhZ+ZLNZVKtVqKqK9XrtMZL09yKUlrBtm9Xc3cfiN8/uXi1hmiYeHh5wenoK4Pk7o11CwLNHSI3x0+kU0+kUR0dHmE6nLENHIh6UDy6VSqx0rygKPnz4gHQ67REU+dmQhlLyzaDJHLHR3M+oiV4MhawipVKJRXcTiQQXQObzOfL5fGDTu9tgpdNp9upoZlr82/F4HGgox+Mxe6f7+/sOj3I+n28U1NA0DaFQyBM6k4AwEZRO0DQNuq6z9Jt7YVskEkE+n+cNk+4KNREKhVCr1fD4+OgwmM1mkzU6aSncer32NLrTcjLRUwyFQphOp3j37h0rLOVyOYxGIz7O+XzuyBn/jEhDKfnmiFqLfoRCIcTjca5+u0Vzs9ksEokEt/KIz5XNZpHNZllZXPSI3Lh/vlgsWK1IUZSN3qSo+P309OTI/23Kl2qaxsZZURREIhF+Hr85bL/Pql6vY71eIx6Pe0QxDMNAsVj0XU/hRy6XQywWw8PDA2zbRjqdZqk42jxZr9d9BS/c6zXovdP7v7u7QywWg67rntCflrcFGfEfHVnMkXwTptMpS4dNJhN0u12Ew2GUy2W0223ouo5wOOxbwfZboypC0zeimAMVTajoQXPObuMo5k0PDg6QSCQwmUxgGMbGVQeXl5fsEcbjcRwfH/PvbNvG7e0thsMh4vE40um0x2sLIpvNolAo8KqMdDrNsmvAc+5zuVzCtm1omsaalPReCoUCJpMJ4vH4xs8siEaj4REn0TQNxWLRobWZyWRQKpXw8eNHh6H2K1Bls1nUajVcX187lJp+Zmk26VFKvjqr1QpXV1eO3CTw7MHN53PUajWEw+HAcHWTjBjg1FMkVFVlQ0cG1G8Nxf7+Pqv5rFYr9Hq9jbPORL1eZ8PhruRSHyJ5wuSt7UKv10O/3+fHdzodR+pBXLnht1uHbjSTyQThcPjF4a3f4ADNhYuGMplMYrVaQVVV3rSZTqdhWRZvkKTj6/V6KJfLqNfrXKRTFMW33/NnQRpKyVdntVoFVqSprSQej3tCRQpNd/E6ptMpVFXlnTXAs/iEqLxNGxfF3CDpNX748MFhzBqNBo6OjgLDV13XWXgjCEVR8PT05NBtpJzrpll1t1EVPzv3+gYSsQC8ephPT09IJpM79y5Ss7xbpT2VSkHXdRwdHfHe8tls5tjP3uv1uLn+4OAAFxcX7FkqisKtXqenpxiPx4hGoz9t2A1IQyn5BkSjUTZQuq6jVCqh0+k48luTycSjZFOpVDybD/14enrivkqxMf3jx4/IZDKYTCZIJBIwDAOGYXgMZdAentFohEQigel0CsuyEI/HAyd4gnDvzzk5OYFt2/jw4QP/zC9czWQyWC6XSKfTmEwmnjxlLpdDqVTCcDjE4+Mjr/FtNBqcT6T3Rj2Y1WrVd2XDfD7H1dUVTNNENpvF/v6+o42q3++jUqkgkUggkUjg/fv3vikM8fnEGwHJr5mmiVKpFLid82dCGkrJV4cavlerFQvgUs8fQSsRyKC6w0bqhVRV1ROyif2I7kIK/S5o4RdVyv2gVQfkYYnKQ7sSCoUcIbKiKCxiTFqV8Xgcw+EQq9UKiqIgFos5DFo+n8fd3Z3jfWYyGYRCIeRyOTY81IJDjf2KoqDb7bIRvru7w/n5uecYW60Wf269Xg+RSMRRRKKbiGVZuLu7cxhJTdMQi8UQiUTwzz//APBPlVBu8vb2lnU9f2akoZR8E0h2i0in05hOpxgOhzAMgzUnj46OYJomQqGQ42K6v79nQ5HNZpFKpfji21Rl3oaqqtxqFIlEkMlkYNs2EokEotGoo7AxHA5fbCgrlQrnRUlFCAB7Z8CzN31/f8+50dPTUzQaDS5+7e3toV6vI51Oo91uIxQKwTAMLBYLR540HA4jHo/zNkzbth2V9KA8qTsvOZ1OUS6XWb6NhHd7vZ7DsyVZvWg0ykbyd0EaSsl3QVEU3to4n8+xXC65P9CvkCJeoLQJcBO5XA7RaBSr1QqtVivQSIhh4nw+Z492Op2yMAV5ZLu02xCLxYIr3QcHB1iv1+h0Ovjnn39QKBSQSqVgGAaWy6VjtJMKSmSgaXNiNpvFbDbjtMFisYCiKBxmLxYLvHr1iv9NkI6kZVmBRr5SqWA8HrNRpUZ0v5FHkePjY+5i2JW9vb2f3psEpKGUfEcWi4Vj9FBVVZydnfnuWBFHAreRyWQc4rybdvFEo1E2LKqq8mZD4Nlw7u3tsaHZRZCYoMovAM5vUk5WnIv2qzK73z8ZFjGnO5/PHX+7XC7ZE6cWJ+C5gLW/vw/LsgKLOqqq4vz8HO12G41GA8PhEJPJBOfn5w7lIDLWs9mM+y/pve7KS242PzLSUEq+GxRuEqR+42coDw8P8fHjR16TulqtfBvJDw8PEQ6HcXt7y6Gj25sU986MRiNUKhUsFgtks1lHEYMM8+eMMYqvST2PfvjNUqfTaaxWK/T7fcRiMc7VZrNZjEYjXlJG8/LEYDCAYRjI5/M8FprP57kCTUpJbo9uuVxyx4B4XGR4CVVVUa/XPe8hqKOhWCw6blLJZNJX0LfdbqPVaiEUCuHg4GBj/+qPgjSUku+GXwjW6/Ucmorz+ZxziPv7+wiHw9xoLQouEIZhOPZPb2O9XkPXdWQyGaxWK0QiETaiJMIBPHu/6/Xasb51E9VqlTUbS6USEokERqNR4HFlMhmWIgOe56rFtigyWqQoZBgGTNPkJWaGYbBiulj5pzUPwPNNwT2WKXq34vcRj8d3Nli1Wg0PDw9QVRWpVIpl4XRd52PRNM13ydj9/T0b+/V6jVar5WuMfzTkZI7ku7FYLLgtRdx4qGka3rx5A0VRHP14bqkwqkhToahYLCKTyeDdu3eBSjWJRAKqqm5dVCZOAw0GA/Y0s9ls4JZJEcuy8PHjRywWC1ZlJ5Fd8iJp5puOG3gOY3u9HmKxGA4ODqBpGqbTKTfsp1IpzyoGAHj79q1vUcvdN0otV2QU//77b98Z+Hq9/tm5xH6/zx0NyWQS2WyWDafIer32FIE+p7Pgv+DXUNWU/BSEw2G8fv0af/31l8N7EcNl8WJdLBb4999/udpdKBTw119/4c8//8T5+TkbG1LfcZNKpTispQpx0G6XZrPJhltsy9l1TcN8PufUAKmyG4aBV69e4fj4GMlkErquo1Kp8HHPZjOuVk8mE34tWqULwLHxUCRoyoUMOxmpp6cnx5ioX9O3n+r5SxCnr0ajEbeFuVFV1WE8o9GoZ8f4j4o0lJLvDoWEBO25ns1mqFQqiMVinENbrVYcigOfegdFkskkXr165RnfSyQSuL+/5104qVTKtwGboDlqMdzeNfQOh8MO4xCLxdDr9fD4+IhWq4XRaMQiwnRTcOcxydiLx2gYhudx6/Ua6XTa8XrFYhGnp6fIZDLIZrOO/KPoYR4cHKBUKiGXyyGRSCCXy32RBNp0OvUU3R4fH3kgQERRFBwfH6NQKKBareLk5ASaprFI87bR1f8SmaOUfFfI2xKJRCJ4//49TNNEJBLB8fEx7u7uNu69FqE1DLSugVZBuHl6emKvUtM0R3EoHo/j4uKC22r29/dhmqZneigITdNwcnKC8XjMOpmigffDMAyHSMdsNmM1JFVVecePeGNYr9f48OEDz13TjcVt0NPpNHt6YvU+FAq9WDxjuVyi2+1yLplSCAACRzNFzUr3e6ZZecuyHP2yhmHg9PR06+K6/wJpKCXfDcuycHl56fBAIpEIBoMBh5fz+Ryz2Qy1Wg1XV1dYLBZYrVZ4enpyiFGMx2MeOex0OuxB9Xo9fhw1kpNhpmkf4LlYkkgkeDJGFHV4enrCH3/8wa9Fe2B0XXfk+9wYhsEFIXfIHolEYFkWyuUy//1sNnPkC0WPKkjcYjqdOhavPT09QVVV3m1OVKtVVlbf5EUTdAPTdd3xeNu2cXl56Vnxe3h4iEQi4TtPDzxHDZeXlzg6OgpsU2q1Wo7PablcYjab/ZAtRdJQSr45FNJSTx5BCj9ivyCpAOm67rjABoMBG8CHhwcWnuh0Oo6qruiNNJtNj/cqomkaC12IxSAxj2bbNq6urthQkKI3IRZqRFKpFM90JxIJHB4eQlEUdDodvHv3zrMDR9f1nULgSCTiWZFLBjMSiTiMzEvUeq6urriIJgoK+6mz27aNbrfLhbLj42PM53PHPDsAVkUPMnx+akg/qnCGNJSSb8pkMsH19TUsy0IymXRsIXRXqovFItLpNBuqWCzGhpVCy/l87lDnAeBowVkul5jP5xiNRh6vjkR6AbBYB1GpVHgdg/hzt6EQj7nX6+H+/p5H+8QQlyrfYuP3crnklh73ez88PNzJSEynU+RyOSiK4tHyHAwGn+WNrddrx2dIu43ofdCIpIj7WGlWX1xl4R5jdVMoFLhYpes6Dg8PA4tt/zU/5lFJfhna7TaHl5RzJA/QnYNcr9eIRCKYzWaYz+e8HpWUuAFvL6bbuwKeVYTcXW9UDZ5MJtwULT5G0zRkMhmu2tIFTk3cnU4HmqY5ei1p7prykX6TPLtInm0zKESr1eL1DH5FpuFwuFMrk5tti8lqtRrvz+n3+9B13aMIRDeLSqWC2WzGaym2vS+x/3MymUiPUvJ74jfHHQqFfENiqoZfXV0BeM750TpWgtas9no9hMNhlEolvHv3zvE8fq3BtMCMlMSBZ2UbUteh3d/0tycnJ2yMqtUqr1ugY6HlXkTQtIoIiYHQwjVx1pqYz+e4vb2FaZqo1WqOXKWYtphOpzg4OMDd3R2/9i7G1rIsbronaN7er/FePHYAW9t56Ll2Gf90f08/cku3NJSSb0qlUoGmaej1euw90EXkFrpIJpOe5D71QIrkcjm+mG3bRiaT2drvSHPmYshLRoP2hIsX6mg0cnhtYkhIIbf72InxeIxmswld11Gr1Th/ads2dF1HMpmEpmloNBrsLZMBbjabXI2/vb3lHTTAc4GHGudJUen169doNBqwLAuJRAL//PMPbNtGvV73GKvZbIarqyus12tHozelCUajEfebfg90XUe5XEa320UkEvE10EFQ1f97VciloZR8U1RV5e180+mUixir1QrZbBbpdJrVa5LJpENZB8DWnNXNzQ2H8GL+Mx6P88gfIRpJTdNQqVTYeLpfJ2j0kFSCxOMrl8vcRrRer9kjpt9Xq1WuHovPSzk5Mdx0h73tdptHAdPpNKLRKEzTZCOuaRobPHEK6OnpyWMoRYXybreLUqnE71vco+4HdSMkEomtazN2gQpy1ClANy3yjjd974+Pj7wyo16vs9p9oVDYWd39pUhDKfku0JbA6XTqUJ9Jp9Psjd3f3zsMCW3zI6V0d2hpmqYjzyl6hNTHFwTpYJLxpLFK8nqDLjgx1AWec4Vivs6v0ESK5G7ju16vPQIc2WzWUxARIdV2P0Tj4mdoRM+cekkJUk5XVRX7+/sO4z2bzTgtEQqFcHZ29kVFF2q3Ap5vXpR37Xa7WK/XUBSF9Tjd3NzcsFdNfZhk/Cld8S2QhlLyXXEXXnq9HkajEXK5nCMUNwwDR0dH3LZCUx1iOKxpmmM9rdjPt8lIlstlRKNRVtGxLAuKoqBSqaDb7UJVVV9BB/fzhkIhT/HEbdjcLVGEqqq4u7tDq9XC4eEhhsMhWq2Wx0D7GYvpdIrlcskh/Hg85kZ5Cuf9colULV8sFvxvQjQ4jUYDh4eHjtej901e+pcYStoj5M7r0uvbto1Op+N57/P53DOzLz5H0Jrir4E0lJLvSiKR4FybYRjsPYleFPApj0lemG3brABOkPEkubFkMslhWKPRCJzs6Xa7vNeHpmni8Tii0ejWSZxarcb5yUKh4DGMuVyOq/a0Ztb9/kUldQrl6VjdN5LLy0tEo1FUKhVEo1EMh0Pc3NwAAK9woDahTCazUYlHUZTA8Jpao+jfImLKwjCMF1em2+02ptMpMpkMUqkUQqEQDg8P0e12oSiKY+85fV5+Skbu6jz1XU4mEyiK8k1X4Ur1IMl/xu3trcdAEoeHh4jFYnj37h1fwHt7e4jFYhvlwMbjMabTKaLRqGNVLamLiwQp82xDDEUjkQgrBblx770BwEvBxL3f7mMTUwCEpmk4Pz9Hs9l0hPdib6imaY6Jope+p6enJ2iahlKphFarxQLE4pbG4+PjFxV7RCUmAHj16pUjdTCZTBx5adoplM/nHZ8pLWgL8hoPDg5eJLT8UqRHKfnPyOfzGI/HWK/XiMfjHOKFw2GEw2FHcQIAe3LFYtE3tCR5MgBcEaW/TyaTrNRD0DZG8goty4JlWVvDSporB57Dwfl8zsrpoVCI/35vbw+ZTAatVsuREnh4eICu64hEIgiHw45cKfBsOG3bdrz39XqNd+/eOaZ3otEoUqnUFwkOi891dHSETqeDm5sbPp5dVeaDcBt88vhDoRC63a6n8yGfzyOZTPJ3QeIot7e3G0PrTeuAvwbSUEr+M2KxGF6/fo3hcOjY0EiN4UEak51Ox9dQihe1ZVmo1+tYLBacy6RCCYW94jra+XyOy8tLrNdr5PP5wBwl4A2PdV3H9fU194ZWq1WeCae1uTc3N1gsFmxgV6sVjo6OHIZyNpux4O1kMvHs26bey7OzMyyXS55jp5B1l5B4tVpxjtBNs9n0rNGgboTJZIJ0Or2zmhLw/H3Qcc3nc4RCIdzd3UFVVezt7TmKetFoFNlsFslkEoPBgM+H/f196Lq+UU80FAp90U1iF6ShlHx3TNNkdXG/pL5lWZ7Krvg4d0W22WyyWjiFreRtWZaFDx8+sOr26ekpotEoms0mZrMZHh8fUa1WueIKPBviUqnk6H9stVqO4g9BBltsoH98fOScKfDsIZ6cnODx8ZE9qEgkwu8xFArh5OTE8X5FjUeRcDiM6XTK2xmptQp4zgW683Qkg5ZMJtFsNtHv93n7pduwum9MmqYhlUrxrDrgnW2nQhityqWeyGw2yyG1qqo4PT3Fx48f+W/cnmQ2m+X8KRWkAHA/ahCpVAp7e3vfvJ9SGkrJd0VU704mk2y0yCtKpVLs6dVqNa4E12o1Xs8gNptfXl6y4ZpOpzg7O+OqMCkPUfi3Xq8xmUxg2zYLcXQ6HWQyGc/FOJlMOOfVarU8c9XAsyc5n8/ZWIhh/fX1NdLpNMrlMgzDwP39PedjKcylTZR+oX4sFuP8Zjgc5tURnU6HQ9Dlcum4obhzt2L+j5rSgecbVb/fd6gxAc9hL6Uj8vk85vM5b8BcLpfQdR339/fsJaqqyr2x9XqdPURq4Ccsy8JoNHJM/4hCKKFQyFFEE3O2hmF4RFPEGxV5yN8aaSgl35XBYOCY/aZqr23bjmkRy7LQbrf5wrq5ufEUKmzbdlw0ZByp1YXkwChXqaqqQ2iDGI/HSCQS3M9HPyNDGZT/Wq1WGAwGWC6XKJfLnlB5MBhgOBzi+PjYkxZoNBrcinR4eOgpkORyOV6XQUay3+978nTkvVmWhUwmw03ciUTC85qikSED1Gg0uPl+Pp+zsR+Px47XopuPmJt1fw4i7ohgtVrh+PgY/X4f4XDY0bQfjUYdqYB6vc4pgFKphH6/z48vFotoNpt8HC9JBXwJ0lBKviui1mEoFOKkPf23bduOaRtC7LHr9/s8uphKpTh/pWkaZrOZ47HL5RKHh4fsCS0WC6TTaSwWC4zHY8xmMzQaDbTbbc6lAc/VV1p+ZZqmw+Ol1h9CbKB2QzJtokFPpVJsCCgM9aski1Vcao9yf5bVahW6rsO2bXz8+JGPf29vD8lkEq1Wi8VG9vb22FDlcjnPriExfUCK8PTZUktXUEElEomgWq2i0+nwiofpdMrHk0wmYRgGKzMpioKHhwdomoZyuYzlcgnLshCJRHiaicjn80ilUjBNk7dW0g3BLc7xrZCGUvJdyWQyUFUVi8WCNyF2Oh0YhoFCocCCvG4Mw2DdRTJKw+HQsYgsn887ZrBpGqjdbjvmp//8808Ui0VH6856vWZv1jAMRKNR3/al5XLpyeWJAhfAc0guzo67c7C0eZL+hnYGbdpbQ+skiEql4shHWpbl8PKm0ymy2SzOz8+xWCzYaxNvVGJRajgcOrw6UgOiAlM4HGZjNxwOsVwueQ6dCjGKoiCfz/Nz0Pw4fZ4iqVSKbwTicrJ0Os2rLGazGRRFwXq9dnit9Xrdkzb41vxQhnKxWKDX6/EO5/l8DsMwcHBw8MPKL0lejugp6bruCJ+CEvfL5RKtVssxBjidTtkI0SyyyPHxceC4X6fTcYTUqqp6lo/5eU+iMYpGowiFQh7DTlMv7lCcME0TZ2dnLAc3Go3Q6XQCG6bJsxVxh5yapjmq4PQZi+1KbqgwBHwy5pTv29/fZ/V38TUqlcrORkpV1UCldhH3rvKg3lri4eFh5xUdX4sfxlCORiNHgzBBFwgpUUt+PdbrNZrNJizLQqlUwv7+PobDIWKxmCOXRXk4MkCxWIzDRbciOvBp3rlUKmG1WmG1WqFUKvm2wVQqFY9B2VZIyGQy7PmIxYtms4k//viDW35isRgv0CKFdEozEOLr+H0+4mNJ8OPff/9llfZwOIzDw0Oeiw+Hw+j3+yweEYvFkMlkPPPeIpZl4fz8fOf93l+LaDTqWSWxCepkKBQK381g/hCGcr1e81iWHz+q6rHk6/Dw8MBexGKxwMnJicMTaTQaHJrruo5EIsHtRSS0m81mPVMwpJxNI3Pi87npdDqO8T6KaESq1SqvkqWQnrxScZomFApBVVVkMhkMh0N0u13s7e1hf38flmWx1yYa3k0bCElhh0b+aMUCqa83Gg0cHBxw3ya9d7E3dTKZoNPpIBKJcEdBsVhk4w08e5i7aFp+bagzoN/vB6o2uZnP57i7u0M8Hv8qakbb+CEs0N3dna+IATWSRiIRXFxcIBwOB+5wlvy8iCGwu8JMrSOpVIoviH6/j3a7DUVRcHBwwAZODJU37V9JJpOesFpsW6ECjGi8MpmMI/9ZKBQcxyp6lFSIaDab/HMaWRyNRkgmk5zT25VareapFhN+14Pf9WRZFhui+/t7nJyc4NWrVxiPx5zPpWMiL/Z7OCk0g55IJHB7e8ufe9DAgcj3msD+zw0lnTx+HB0dIRQK4e3btwA+5aRkGP5rMB6PHeOAwKeVAKQERHPCvV4P9XodjUbDoQx+c3ODcrmMQqHgubD8DJFt2w6lcnrtSqXCOoduisUih7IionKR++eAMxJSVZUN7XA4ZKV2qvyWSqWtBR0/oxWJRHxzhrquo1KpcNUbcIpO0P+TGrmqqvza4vpfmjL6FpCYBeVB7+7udhqZTCQSWCwWyOfz380D/s8NpaIojrYMwjAMPD4+ek7+wWCAyWSCZDKJWq32oruy5Mfi4eHBN+Ts9/uIx+OOJm+a93Vj2zaenp6QTCaRy+XYGFFrkKZpGAwGrCzubj1SFAVv3ryBpmn43//+53ucFNWQAEU8HkcymUQikcBkMoFhGOj1elxpJkNJ0c96vfbkW1erFdLpNLe6XFxccE8ljTUahuE4v9PptONGASCwYX25XKLT6bDmZalUwmw2Q7vd5gZ+4Nmz7PV60HWdi1/tdpsNaavV+iaGstFoOHolKY+8CVpA9l8Udv9zQ0l5JNM0WSZrsVj4tmGIf9Pr9ZBMJr+pYojk29HtdgO/X2ol2VTgcONe0EXTIP1+n72UWq3miV7EEcBoNOqbI7u/v0e9Xsfp6SnW67VjEoTOP/dsOPU9iru+aScQ7cOeTCZ4eHhgr3S9XuPh4YHft5+60cnJCS4uLhyiFY+Pj6hUKlitVmi323x8ZHhGoxEUReGeyIODA9bjpIrzarVCt9tFpVJxVMO/VWFHnN0eDAYolUrIZrO+E1AE3bD+C/4TQ7lcLvmEEHM77vnPbbRaLdi2zcoz4vys5MeFRGrdUKMxFXISiQQXebLZrOP8oLYXmugh70sskIjFFuA5dUO7tgmagAHAGonU1E7GiKZ9zs7Odh6Xe3p64jB+Mpng8PAQR0dHjvD67u7O40WJN4fhcIirqytemUHv++zsDI1GA51OB5ZlodPpQNd17hwAnI39qqo6DFO/30cqlfII6NK1Q03slmV9M43HeDzON4hYLMaalZvYZYHbt+I/MZT39/cvagfIZDKIRCJIJpO4vb3lk2k2m+H29pYrjpQUpvYLyY9Hs9kM9BpM03Tspa7X60gmk1BVlWfAO50Ot+OYpunIoem6zuITtJdHRNM0HB0dod/vQ9M0fm7x9+RZ+R3b4+Mjr6SYzWZIpVKeRmpCzLWJ/35pqmg8HmM8HrMkG+VYE4mEI5/q7tkUX5PyveJMPK2+OD4+5o2WNOWiqqpjt/m3oFqt8jTSYrHwHD+tARGjjm8pzLuN725NgqTx/SDVEXL/xZEoEfJKSUJ+OBy+6O4v+X5sukEmEgnHd6YoiqNPLpPJsJgv4dY7jEQiiMVijtehWe9Op8Pje+v1mlXWqZhgmmbgKKJpmp5CT7vdxtHRke/4YTabZQ/JrSo+n8+xWq2wt7eHRqOBxWKx1VuaTCa4uLjAer1GNptFsVjk9p6g9b+EO91AqatEIoGHhweeqDFNk0WPv2VkJn728Xjc0cYEPA8KRCIRtNttjjxoOui/4rsaSsuyHHOvbsUVkXQ6jb29Pc8d3w3letyKIu/evcPJycl/+uFKvKRSKY+x1HUde3t7OylnG4aBfD7vMHrAs1dCWwKpV1FRFBSLRUcRhdp/Li8vHTfdZDKJer3uEPvdBj0PFV/i8Tjq9TpUVUU2m3WElMPhkGenqWc4Ho/j9PQUq9UKDw8PLOpBUJEzk8lgMBjwcfV6PQyHQ5yfn6NcLuPx8dFjKMVdQH7XGCkB0Wdwf3+P5XIJ0zQ9DsrXxP3Z7+/vI5FIYDgccqhP50GpVGKv0m/txvfkuxpKcYER8Hyi2LbtuXBoE5wb6qNstVoIhUI4ODjAZDLxbS9ar9d4enpCtVqVecsfCPJcxBwlaR4Si8WC9RYLhYLnBlmtVlGpVNgIiFNdbsPw9PTE1WrSTSRVchEqtOzv7/M0i98onaIo0DTN4cmScaNNhuVyGaFQCJPJhPOqk8kEr169cuQKJ5MJ1uu1Z5uk+D7JaLi9LtpHrqqqb0uTpmmcuxUFcgl3UYSOA/hUCBMNpW3bnPPN5/OfbUTpuIlut8vXfyaT4VYnyuV+6xTArnxXQ+nO1bhbQAg/9WpiOBxyfur+/n5jV/5oNMJ0OsXp6Sm3W8jc5X8P7fkeDAZQFMUzD3x1dcX5RRpfdT9GURRWwhYNo9t7ohFD+nen0wkUxW21WnwRu41zOBxGoVBAOp1Gp9NxSH2J9Ho99Pt91Ot1h1NAry0a2Gg0Ck3TfIsY1Fb0+PiIeDzOu8HJeJMYRVAaiyrghmHgzZs33ItMPD4+smdOGyhvb2/5+BqNBi9co8+GrtXRaIRXr159loenaZpjW6b4eQwGA6TTaW4LDFr58V/wXZaLTadTPD09sTQ88KntgO7GiqKwCgnp7hWLRU7U0zQGyTEBz3fFcrmMm5sbvgP5vR1SaiGFa+lh/rjYtu3pZwyFQnjz5o3nsf/888/OYfLXIBaLIZFIbGxhETk8PGTjGw6H2aiR3Bg1ei8WC7x//37jc52cnPDM+HQ6haZpiMViLFc2Go2gaZpvA/xff/3lWFVBKIqCs7Mzvhbdi74KhQJ7eO5FaX/++eeLJ+RIV5LU6OPxOAaDAX+eftfvmzdvfgjn5pvPAtq2jYuLC89C+tVq5cgr2raN6XTKDeVUZSTv8e7ujtWkaTlRpVJBMpnE+fk5a/K50XXdIWe1afeG5NsyGAy4CToIv3CLeh0HgwG63S7LmvntrnmJkOs2j8j9++l06jGSyWQy8HlM08TJyQn+/PNPx8VOYrxkaMLhMPb29jYeD53DtIr36uoKHz58gGVZ2Nvbw5s3b3B+fo7T01NHWE252sPDQ9RqNUceWFR6Bz55uIRoGPP5PP+uUCh81hgxDRgsl0uMx2OEw2EWQUmlUp7rV5yg+q/55qY6qJpH5X93C4f4YVFOyf0B5nI5qKqKXq/Hyih+H2g4HMbBwQFXC4Hnk3TbqJjk67JYLBxtXYPBwLMjRqRYLDoMKu2uprzmaDTynRYhhSDCvQaWJju63S4GgwE0Tds4T7wt2CIRCvekj7hJcj6fc2sbPc6vzYV6Je/v7zGdTpFOp1n8gv4eeG4XomMmgyOmJaLRKLdIrddrboSn1rlUKsUN61R1Bp6/Iyrk0OdOu40ozH/9+jVs28ZwOMTbt29hGAYv/9oFsWdTNMjpdNrT62kYBiqVyu9jKINadBaLBc+X0glJ3gSF3mIiv1arod1uIxwOQ1VVvrMPh0O8efMGe3t7eHx8dORsFosFy09dXl5ynkislkq+PbSBkNjWWKwoCo6OjrigUy6XHRJ8ZCg35eioIV3Xdc6HrVYr3gFD62AVRUG9Xke/3w/UHAiCxhjpHKZqsaIo6HQ6uLi4AOCt9AcZFipiUl41m81y9EQ39nA4zK+nKIpvUYW2HAZ9Lqenp1gulwiHw5hMJuh2u/ze3dere17dsiweE6WiHI1DbqLf7yMajcI0TYTDYc98ejKZxMHBATqdDm/gbDabP8zk3XcJ/kkD0A2FDeJ87tXVFZLJJPb39/Hw8IDHx0duIs/lcrBt23HRULsBJYnJtQc+TRpomubwDnZRJZF8Pdy9jkHy/cvlEjc3N3xeiJ0PmUzGYWza7TZOTk4C57MpZeM2JO5qt23baDQajmMMh8OIRqMeEQw3qVQK4XAYp6enmE6niMfj/HpiP6Y73TMajZBKpXxzb3R+kwDv0dGRw7BGIhEcHx/zKOS2kT66McRiMZTLZa7aRyIRTKdTjwYs7VhfrVbcWSDinn4i1flYLBZo1MbjMVft6cbk50ClUilHpwG1cv0I0d8392t7vR4bSb8P0l2BJNf+8fGRtQapKRd49k7cSen5fI7JZIJ2u431eg3DMJBKpXB6egoAnhP+e6sj/+7QBadpGvb29gK9naurK95Hc3V15fhdNpt1FOHIy9r2XbpTO5lMhtW7CbFACHy6mF+9ehX4vKlUil+bCjW3t7dot9sA4On/FY9zNBrh4uICw+EQ//77L96+fct/Z5omn990LbiJxWIolUowTZMLOX7Q6CWttyUj1Gw28ffff3s+Y+A5dD8+PsarV68wn8/x9u1bXF1dod1uYz6fs7QdfRdUZCWxkfV6jXa77bjmRMeENDSDEOXnMpnMD2Ekge/gUYrNvn5futvbIPzuZNPpdGt4tF6vsV6vUa/XAXj3mQDPd/tdwgXJ1yGbze500rvbaURo8RTt7Kbc297eHjKZjO9Fr+s64vG446J9enpCoVDg1ax+0QV5cKFQyDe8px7ebrfL/ZnUL/n09IREIoHj42P2ovb39z0TP8vlEnd3d2ygn56eEI/HWa+AjiuoODWbzbhxvdvt4uzszONd+u1LN00zsGqvqipM08Tl5SXy+Tw/jsYogWdBDVr05WaxWPC+dOD5JlUsFlkhaT6fI5FIYD6fo91uI5FIePK1iUQCr1694oVoPwrf3FBuS4iTrL0YVlH/Fn2x1DjrPtloR4gfw+GQJaVKpZLDpRfv2D/KHetXZ5fPuVAosPq4u2+y2WzyjXYymeDm5gZHR0dcUKGeQJHVasVN6+Sxrddrfg3DMDiMJAUral1ptVpotVqwLAvxeJz3XK9WKxQKBU+7jBsq6BiG4Tv+qOu6p2pPegUnJyesPERFHDfuNqDlcukwLN1ul1fRAuBVEIB3pQVBGzHFXehuut0upw3chbJUKuWY2aaURrVa5a2M4XCYbyDj8Zjn+8WBA13Xv4tq+Uv4pobSb7KBQihSZ6HHkIrLZDLh/wHgMcZ///3X4bLruo6DgwO0223PHVI0qpZleTxZVVW5ZSmTyWxtzZB8ObZto9vtwjRN5PN53/xcsVjkDXzuC8WtLDWZTDAej9mQVKtVzGYzT6Go3W7j1atXbChFlsslDg4OOEx+enripWCiF0mak8PhkFcPuM+paDTKc9jhcBhv3751VI9F8vk8isUiptMpe5WisQiFQls1IElybD6fIxqNOgxNt9t1TONEIhHs7+/z+zw8PESn0/Gs3XWzt7fHjyOoSk49ojSuSUVWt8oTdS/QTcV9nbXbbbTbbdRqtR+6wPrNGs6Xy6VDvIBf0Kelgn7udyi0T9j9u8PDQ75IBoMBi7rSnVq8Y2azWceYWDqddhjx09PTQBUYydfh6emJjVU0GuX88a74NZe7v7eHhwdfUQtxP7Ubqrb+888/ga1s7vnvTCaD5XLJRllRFJyenkJVVe7n/fvvv/nx2WzW0cPrXjX7uZGNbdusAiSucHj79q3vtaQoCqrVKhuk6XTK3SAEVdnF2fvhcMjjx1RMIk91NBqx51qv11nubdemfMJPe/NH4pt5lEFNxZtWP/iRTCZ9T3KxmplKpVAsFrFYLBCJRBxfUjKZRLVahaIoGI/HHDKIhlKqDH17xFDRb3oE+DTmR60xopdUKpU8+2LcXmkikfA1lJuGDBaLBS4vLwONJIXd4vI78o5isRjC4TAGgwE+fPgA4FNVulwuswFJpVKOY6ee0Gw261tZ3hVFUTyet7hP3I1t27zqlfqP//jjDw65aSmam1AoxNfzfD5Hv99nj/f29pY/u0ajgXq9jmKxiOFwuFV4WbwBUfW8WCz+kNfjNzOU0WjUI5IaeBChEBKJBJ+A0WiUxxlpcbtbUIPCIeD5xKVm5OFwyPqUmqahVqtxM2u/34eiKHyCUuhNbSl0J/3R8iO/ArlcDuPxmL2nh4cHvoER/X6fc1yDwYBzaqVSyVfU2d3y5Sf+sA0/JX0SlEgmk1xMqdVqXJAgSPZPNLLz+RwPDw/cA7ler3F7e4tYLMavIwoLk9bq14I6PobDYWCURv2j1Ey+bUTQ/flsGxsl4ZFtpFIppFIpNBoNLhitVqsfcifWN81RUq/WJorFIiaTCVcSqR8S+OTWW5bl+XLEplt3uwH1zx0eHqLZbHoussFggP39fXb1xbCO7opEp9PBYrFgoy35PJLJJA4PD3m7YbfbdRQYAG8rD904aWqEUBSFV5wuFgtuHxMfk8/nOc8diUQcObJN2SYqCrVaLZimiVgsxvt3ggogbgaDgSNisSyLjcJ0OnUUgb52blxRFOzv73Mh6/Hx0XP+t1otNvLuUNoPPy+TRon39/fRaDR4MIDQdT2wDYg8yV6vh0gk4ri2f9Qe528qiuHeauf+8NwjZqJaiHtA3w9VVXFycsIjcm78lpaJv6PF8X///bdDQj8ajSKTyXAfGr3W69evf8iw4GdhNpvh48eP/N+1Wo3HDinkury8xGKx8OzJrlaruL+/h6IoCIVCWCwWvvlowGsMC4UCisUixuMxms0mlsulr7EkcVjx5v7mzRs8PDxsDN9jsRhM0wy8yEUxFmpwp0VkQc33X4P5fI7b21uProK7W4RuYkHYto0PHz54UiapVMrTk0rf52KxwOPj41ZBYhqj7PV63KMZVOn/L/mmhnK5XOL6+jowJ+Ve95lIJHB0dATAW7kLIp1OY71eb1R43gRdVKFQyKG+QhU80dC/evVKKg99Ic1mk7csilqKuq7j9evXAD7tnxZ7I2nlQ6fT8d1tLeIu1gHPniLtw3kJ7pu5HyQ8QW0tqqo60kgHBweB6Ry6kVP4vV6vefdNsVjc6XyzLIt1D6hflYwknc+apvEai1wu5+k7ff369caUU1ChjFSNAGfBDnj+HnK5HFqt1tbr8+joKFCz4Ufgm4behmHg/PzcIawq4jagYiUwmUyyB7rJjV8sFg6vMRQKsXyVX0uIG/HCSafTXAiyLIsLSaT2Io3kl1MqlRCLxfD09OT4TqkIQSNy4gw18Gm+exePfjAYeBrFgzQot+F33mmahmw26+jNpPdQrVYRi8WQTCY55Kb9PbFYjBerGYaBSCTCPZ0kafb09MSh8mw2w9nZ2dZjvL295QLpYrFAKpXyVLMB8Bw68JwzJsO3SaWH1vCqqgpN02BZlkObgfKbJOwrQimuXRwZEuT4Ufkus95UkNnmhlMuiLblHRwccK+WmNch5SE68cSfn56eQtM0R4i3C7quI5PJoNfr8c7leDyOV69e8WoBydfh7u6Ow2oyhjSHLCJ2PFAFPJ1OY7lcYjQascaoX7W7Xq/j7u5u5/1MQbjVzDVNw8nJCY/qBUEN89fX12zEqtUqnp6eWPRCNB40fisa5m17rgkxVTCZTDzaBsCzMf/nn3/Yw61WqwiFQpjP554bEO3wIXFsN4VCgR0YEv5NJBKeCJE2LYodA36rNqLR6A8jfhHEdxHuBZ6/9PF4jMFgEHh3CYfDnE+hu5zfhMDx8TEXfMQTsVAoIBaLYTweOy4cMd8lQu0dtm2jVCpxDonyJZFIBOPx2NPQK/ky3r59y98HCaD4eRM060zGMAjTNPHu3bvPWmdKK2/dF2+tVvOkfsjTBcDTXv1+n1WwUqkU5+jIc/6///s//ntRag3wD+sPDg5wf38Py7IcPY9UAJvNZojH48jlcnxj+fjxI98QQqEQDg8PcXFxEZhmcCuHL5dL7ipJJpPcQSIqkYvU63VW9xFxi9/ouo50Ou24oZB+J32vtI/98PDwh3ZGvplHSUKrlmUhk8mwpp37DiWGV+LdiHq7PAccCjnaKfb399Hv9zGZTHj43/38tVoNrVbL4V1kMhlkMhnPBShK3oscHR1JY/mVqNfreHp6gqZpqFargSGX35oI4FN7C/1dKBRCJpMJ3KC4Cb8bKK0pcSNOec3nc7x69cphcMQK82w287S5RCIR1takPeSioaQbAqm5ix721dUVn7+0DoVeW9d1/p1pmmg0GjznTsfsbioXeXp6YoMoXoObNmb6dbO4HSBSYxfJ5/M87029pzRfvkua4b/imxlKt9Dq4eGhJydJ/Yzv3r3bqTerVqvBtm3e/yH25vkl3Gu1GhKJBM/MipW7fr+Pfr/v2AsNBJ8ctOFP8uWEw2Gk02mehX4JVORzV0jL5TLm8/lOfbu7oKqqJ88p3tRpYyHl6MbjscNbpJlpEcpdUqWb9CpFSKhX7G0U9/4QdB6vVivPuU8Ga7lcQlVVx/qVWCzmGY8M2jkUVMgyDAOZTMZhGHVd9/3s3cdNLXZuYx00W/6j8M2yp+KHRv8W9fNCoRBmsxna7TbfGTfJZtm2jWg0ikajwasBqMfR78tUVRXdbpcXFYmJZxH3XVC8cCkUoOkKyZdjWRYuLi7QaDRwc3OD29vbF+29oeIHTZlMp1MeLvhaPYm2bXtEoEOhkKeV5/b2FpPJBLe3t7i6unKsa6hWq5znBj6J/IoUi0XHMa/Xa1xdXeHff//1qKaL5x/t4QbAK1KCEKOyVCrlWQEtKnK5jVc8Hve9kfV6PZ7tpvfmFuIlgsJ/t+CHn+r7j8Q38yhFoVXR+NGHS8Kq8/kch4eHHG7MZjNfVRa6mwfloahYRD1ilmXxWtLxeIw//viDm9tFxBNwOp06mnMpd+be3kjewng8xmw28w3hJf7QegGC9lVTW9g23D17FxcX0DQN+Xx+a44yEokgl8thuVxuLMQoiuLxcOh8FVkul769vuVymXOLR0dHvG1SfC5ax5DJZFjHkSABEdGQ7O/vs8MRiUT4Jr5rg3ZQGoNuPAC4aEnHQrqc7gr6crlEr9fjzztoNYcb8biBZ70GOhd+9Gm4b2YoaQG8ZVnsbjebTV/3nPoYad7Tc5ChEEqlkucLo/Erkr6nNiK3GAeJhfr1c5qmiQ8fPvCOZJFms+nZ7UIXp/tif/Xq1Q//Zf8I6LruaXgmz40k0EzTRKlU8h3tSyaTnkkT6j0ENk/e0HjhNpUa27Z5WIGMAW0JpZswvRd3eE1pBeLh4YGPl1qAbm9v2cD1+33s7+/zfnp6vkgkAsuyeOw2k8l48qbL5RK5XI5X50YiESwWC0f7jhh2i59nu93GZDLx3FzEz24+nyMWi+HVq1fodDosW1gsFj0Sa/F4HAcHBxiNRkgkEliv17z7hzoH/BrJf5Zr5pu2B4nCFdPp1LeXLZFI8AcYZMyy2axvcSefz3tcdsMwUCwW0W63+UunRls/2TdxP7P7+f1CGvFkJkjFhb50qqJ+zXDwV4E2AooGhAxXo9Hggsx0OsXr169f/Pn5GUl3a9oumzij0ajDINNETSKRQK1Wg67rnmkw2oC4Xq95X5N4QxBzhyKxWAzpdBqmaaLb7fKs+dXVFUdA/X4fx8fH/DfiQEapVOIwfjAYoNFosAoQvaYY8QyHQ4dDQgY/kUggFApxREfXpa7rqFQq/BrkUFAxilTJaUyT+JFl017Kd1uY69cSlE6nPVqQfv2WQassp9MpHh8fUSqVHC59uVxGqVTCxcUF7xJvNpuBLShBkEdM8+Tuirv4PujnlmXh8vISs9kMqqqiXq/L/KYL6oggxHQMQSuKxcqxW2+SvBv6fgnR08tms1gsFp6/oyV24XDYV82K+h3djMdjPDw8YD6f8yQO7ZeJRqOYTCa4urqCbdvIZrNIpVLsICwWC7x9+5b3WQPPBkxUVBdX9br7I0mdPRQKOYx4r9dDqVTCbDbD3d0diwbv7+9jOBxCVVU+B929msBz0ZOEKSKRCOcm3U6Iu33nW45f/mh8N0OZSCTQarUcJ99gMMBqtcLR0RFUVWVFaSIajSIcDuP6+hqGYTh628RWDXH1A/Cp/05smaAKvHgRhUIh3kTnx3g8xvv379ljVFUVZ2dnODo6wmg0gmEYSKfTjvwl5S3pGG9vb/HmzZsfukfse+OODuj7KJVKjtB2MBhwYzTw3DNLxtQwDNTrdUQiEe6CcD/f/v4+0um0oxUF+LTtk4wSrX19enri195UYKKbPq2lePXqFd/sxTFJMmbJZJLV0Wkm/PDwELZtb5xrjkQijoJSu93GdDrFycmJoyJPqa3RaORotSNvjxgMBg5DulwukU6nsVqtOHqi/59MJohEIjvlHn8HvtvMUCwW870DiQUU951usVig3+/DNE1Mp9PA2e/xeMxfsG3buL299RXJAJ5P7kKhwAl7TdM2GjFRFp9yqLQj5fHxEZeXl/z7+XzuucD8mpl/d0KhkGMXDF3wkUjEUT2luWnA+znGYjH2+IOKOK1WCx8/fkSz2fRMntD5QcMNuVwOr169erEgw2q1ckREfhHHaDRy3ExDoRCSySRSqdTG1MLR0RGP4xLz+RzD4RClUgm1Wg3VapWdBBr7BD6lm0RER4X2eruXtrnfm+SZ7zaZY1mWQ/VZxDAMlMvlQOO2C6qq8iiWmH/xG5nye33g8yWewuEwCoUCN9NHo1Esl0uedKAw7SXL4n91rq6u2DNTVRW1Wg2DwQDxeJzVgdwXcbfbxdPTE0+fUA6cBBsoL0ftYLvsa5pOpzxjrus6nwO7/D0AzwoD27Z9V+ien5+j0WhAURRUKpWN58FoNEK73YZhGKhWq7wjiI7Ttm0YhsGz22QAC4UCTNNEu92GaZrIZrOOwtLt7a0nT09tOu76gaIoOD8/l/oG/5/vZijFdQ2AtyIXj8c3Tla450hfwi5z5oDTqCaTSYTDYXS73Z3+1t2cfHh4iHg8jn/++YffZzabDVzV+rvR7/d5yZRb7Yc2/flB1VR3s/p6veb1raZp8n9/LhSei+0zRCQSwd7eHgzD8EQjbkOpKApvigSevWeaSqrVarwigsZk3ascKEWwXq/R6XQcudijoyN0u11OQcXjcWSzWf5cAWf6YTgcepTHw+GwR2iX0hpBGyB/R75bjtJtj+m/Q6EQT9xsMpTUA9ftdtlghsPhnS4Iy7JwfHyM29vbjY8VDSJtf9xFgQjwKiFdX197VuJ+p3vST0Emk+FNm5ZlOQzlYrHAw8MDNE1DsVjk0JMKZbRf+vj4GNFoFIPBAJqmodvtcr5Z0zSeSrFte+ebJeGnhkPM53POT/ohvlYul3P0Ed/c3DhC2slkwjfno6MjRKNRx3lCz6NpGs9hUzudu1mfcq0iT09PiEajuLi48H3/e3t7GAwGbCjdc+CSZ76boUyn0xiPx9y7RV8wKZovFouNYfJiseC7I6mex+NxtNtt6Lruq4JOkKT/6ekpptMp1uu1J9/pFm2dzWbodrtc/NE0DbFYDIvFAqvVynfvtJvpdOrwnL/WeN3Pgm3buLu7w3A4RCKR8IhfUOhs2zYymQyH3v1+n288i8UCe3t70DQNy+XSkYumEJU8KtHDJKHl+XzOgg8vTa1sStnMZjPffKbYx0hLv/73v/9xFdpd2Rdfg8Zkq9Uqms0mp3SIaDSKk5MTTKdTLBYLj2NRLBYRDoc9AxudTsf3/NR1nSv4tAblRxTN/RH4bqG3iJgroarbNiOyt7fnKAaZpol///030EuLRqMoFAq8UF5MmgfpY/pxfn6O5XKJxWLh2wy/if39fU/elYz974D7c06n0zvtQxEV54FP8nmqquL9+/fskR0dHTm8qmg0CkVRWHmH5PZ2PcXL5TLLnW2CwmbqI2y322wIu91u4AZCcXZa0zQcHR3h8fER0+mU5dtI1EIcogA+jVWScXSr9xcKBZaqa7Vajt3lQTcId8O8+xqTfOK7eZQie3t7vAd5m5GMx+Ms6/ThwwdomsZ5vqALoFAooFQq+fZN9no9X429IFRVRTKZ3OiN+CX+Y7GYb9VwNpvxrpdkMvnTtQ2ZponxeIxwOLx1h5B7tn4wGKBYLG5dppVKpRxe0Wq1wmg0wmg04pC3Wq0iEokgEolwuL1arXB4eMjHFbS2laC/p+2dZCQ3RTY0IeO+AVIRRZyeoe2FdAzutE+v10O9Xsd6veYps4uLC37tDx8+cOtRv993eJDz+RyFQgG9Xo+1MWmXkJhbJGEMuvHEYjHMZjMoioJisYjHx0dHrUDiz39iKFVVRTqdxvv37wPzRoVCgUNmRVEcY4NPT0+o1+ueAoqmaahUKjxnrmma52IOyoMG5bBGoxFyuRyvhfAzmH4XI+0BcTOfzzn3FQ6H2VP6GaAcIYXF26TnaPfQLsu0qAdQ0zTP5IyiKI692LPZDPP5HI1Gw9EDa5ombm9vkcvleJ+OiNsAkg4pDSYQmzzKfr8fKAasKAqSySSOj48xn8+RTCbRbrdZcT0ajXI/L+lLknGn4xHPQVrARVVsN2QkCfpeKOR3T5zRAj/SzyTN1dFohHg8Los3G/hPDCUAz5pPwOmZmabJd2dSXCZWqxWazabnhC0Wi8hms47Qnu6yiUTC13ARQZ7H09MTz6tWq9WNITtdiHSBiLkq2scjJtsp3/mz3MndI6aTyWSrGAhNXtEyLfG9mqaJp6cnzGYzfl63d05tVe7vJ6indrlccoqEwlNqP+p2u47oxbZtPD09vbg6Ln4GiqJA0zQYhsGTYplMhqMQujGLq1gbjQbfcMWow6/SToUjQryhr9drx3uk5vBwOIyDgwMMBgOOAIDnz5v2d08mEwwGA8RiMVm82YH/zFBGo1FPjoT2IAPPYVq9Xne0kRCz2cwTsoqJb9EjoYthW9UzyFBSVZaqjtlsNtDgkqFWFMXRM5pKpXz/JhwO/1R9lbqu84VJ8v/boPYYP/y2G4rfQzgcxvHxMYfwbsXtbd8p5fBCoRB0XfdV//nS9ag0tUXPPZlMuCfRPdWyWCzQarVYGINu4iKUmhiNRkgmkzBNkz1yTdPw6tUrvH//nl8vnU7j6OiIDXaz2eSc6eHhISaTCRvKUCiEUCiE1WrFY5Y0Wy6LOJv5zwxlKBTC2dkZer0eer0eh8l0kimKgg8fPgSGau6fr1Yr9Ho9pNNpJBIJz/yu3wVF4Ye7cHB4eIibmxssl0sUCgWHMctms+j3+74tJ09PT+yBVioVtFot6LqOQqHg27phGMZPE3YDz4bp+PgYk8kE4XD4iz1hvxCX1K9DoRD29/fZSFqWhVgs5jCU4mdPPYSDwcDz3ZMcWiwWCzSMhmHwXDYZ66BVCLtClXE/bck///yT/1uk3+9jPB4jmUw6jNd8Pkc2m+UiEHVk0JQZ8CnSotd+eHjAwcEB90lmMhmoqor5fO64IVG+XBLMf1L1DoLEElqtlmNtbJDXEIlEPIvpY7EYjo6O0G63A6uPRDabRbVaxc3NDRsxcccxTUJMp1Pc3d3xwndSnFYUxePtElQEymazSCQSLJnVbrcd0x9//fXXyz6kH4TBYIBmswld11Gv131FkbcxnU5xc3MDy7JQKBS46dptPGzbxuXlJYfNfsMHtKAql8uh1+vxytddoZBfVVUej1QUxbfhnNTPdzGiVLikVEGtVuNiFo0/0mc3nU4dque09zyRSPiupnDj1wlycnKCcDjMjfjFYhHxeBzX19cYj8cwDAMnJyef9f39TvxQhpIQF4a5K4ciiqKwFyF6J3/99Rds2/YdmaRFY5qm4eDgAPF4nCuWtm2jWCx6ThqxXUXTNPzxxx8AvNNGQdTrdW46FuWxUqkUDg4OHI+l1/mvPU2xHaparTp6FC3Lckwc5XI5T3P918Q0TYfwBfVcBhXRvsQLBD5NBrnblILYNO4oni+0PiIWi3ELj6Io2N/fRyqV2ng+7e/vI5FIQFVV1nXNZDKedp5ms+lwEOr1OmazGUdqqqry8UgpwN35IW8jqVSKDWU0GvWVwSLcVWwSGqAKpPi3sViMvZL1eo2bmxtUq1WMx2PEYjHWrHQrArkrkbPZDNFolMcct41W3t3dod1uo1KpIJfLIRKJ+AqZkhFVVRUHBwf/qWr6/f09f1Y02US4L6zPudCoiX+XGwKlZah4l0qlkEwmPbvBAf+mfnfP4SZUVeXtm7sYyUwmg0qlgmaz6dtRQWkbsbdRzJfSShN6T3SOus+r29tbnlSiyvlkMuFNoiQcQ4Md0+mUz1HxxiGK+kovcnd+yE9KPOE2eQfuncvApwQ66UESqqp6quTr9ZpDZ7GFpdPpcKN5t9v1nLQUdq/Xa6RSKT5xNzGfz3F9fY1Xr14FtmGQJ2BZFlqt1nc3lKvVCp1Ox9Na49edsL+/z6F3sVh80euQiAXl27b1Y9K44mg0gq7r/Pklk0nW/iT8PLuXGErLsvDhwwfPew7qraRWHE3TfF+HDLwYwvupogPP5+jJyQmPdLr7fdfrted6oIm0jx8/YrVa8XNQ5ESFTLo5VyoV6UF+Bj+koRTvdDRZ4D5xKSR302w2ec+H+De0kiJoq54IjcqJu5EpV0orK0R9w11xK6HTYiwKqURP479Qbbm6uuIbQiaTgWVZME2TJ1DEY3KrWe8K9Q+K/95FKIR6b90/Oz4+RqvV2nizIoHeXUVVggp/ImQ42+02RqNRYE691+sF3uzp/Ov1ejy+Wa/X+Vzwg3KV0+kUqVSK11OQ8bUsC5PJBPl8no0nIGe4v5Qf0lDu7e3x7pRisQjLsnB1deV5nJ+RW6/X+Pfffz0/p3aJVqvF+ZqgvFIsFvNVuKbEeFABZxu0hXIwGGAwGHBrDBWQDg4O0Gq1HHtJFosFDMOAaZqe5UxfQqPRQKfT4c+F+jwJEl6gyan7+3tH+P25BHlTu0J6o9QkfXh4iHK5zNNOJAYtQo3Wj4+Pvkr7uyBGLm6jK/7br/gYVGmn84u0NofDIQaDAbLZrG+HBPWIlkolLBYLbjgncWM6xm6365kMG4/H0lB+AT9kbwr1e41GI1xeXvpWHoMW17tDH2ozOT09RSgU8nglovdKXgOtfnATi8VYxEP82baRPGI2m6HVauH29tbRPyhOpQDP3kK328WHDx9wfX2N9+/f4/LyEh8/fvwqIsDL5ZLV5CnRrygK96GSkK14wU+nU7x//37juOl6vcZgMAicXAHgUeQJ2qtCPX6NRoNFmxuNBt9gbNvGeDxmTzKdTnM12m18C4UCRqORRwQX+Lz86ibPlCQD/aDzZxP9ft/jvauq6jC2zWaT/3s4HMI0TccM/WKxwOXlpaOPczab7bQrSOLPD+lRAnB4fbtOTrh7G6n9R7w4aBJhMBggkUggl8uh0+lgOByycfQLlcSqbqFQgGEYWK/XSKfTrHYuQvt1JpMJew5+OSaCwjdxuZab5XKJ6XT6xT1vNMImTg4BQKVSQT6fh6qqLPxwd3cH0zRh2zbLn52dnXmek1p46EYVNN7oNlRv375FPp/3eDvtdptvkGJY7X5OMlqbwm9xBND9+l/a9OH2IIO+X5ITjEQivG+ecoeKomA2m/H5cX19jbOzM1iWhcVigVwux+IZbqgo4/ZASV1LFOT90ub635kf1lBGIhE+MWiyZZcqZKFQ4AuGcn9uisUiisUiy635bWcUSafTDk1BOiYim81iNBpxFbJWq8E0Td+dz0FGfz6fb9TjBD5VZHfBtm20Wi3OZc1mMyyXSxSLRSQSCRwcHKDT6bDOJ0Eq3+v1GvF4HK9fv8bl5SUbgCAPTNy7AjyHevF4nL1l6kYol8uwLAvT6ZRzz61Wi/NtxCavVAwz6dg3rS3YdqNVFAW5XI5H/l4CKaoHQUUeEvGgY6YJLsCrskT9laLE2tHRET58+OBRYCe5Ob8URjweRyqVwnA4hGEYnnNYsjs/rKE8ODhwrO70W3XrhzhZ8fj4iHQ6jVarhX6/z9v3gGfDJOoeboIS7alUinOGuq47RGHpxCXZ/qACxabX87tIyUgvl0vHxr5djpmq6O4d2m/evPFMfhCdToe940qlgkKhgFqtxioz1WrV9/XE8Ubg+SbVaDQ41CZ1d03TUK/XHa8DPLcjnZ2dwbafd7DHYjFPqEi5W2rfoV3VtAZhNBptTU1YlsWLtcQcoWEYW1vR/Fiv1w7D7ff7yWSCi4sLvHr1Cs1mE8PhkAs3iqJ4vEFVVfH27VsUCgWeBCOpuV6vx90JhDi1Q++f9AkODg6wXq/5HJV8Hj+soXSv7tx0Moq421qoFYXYVYfSzcPDg0OSihSKVquVp19zsVggFAohl8uh3+9v9YRpBYCbUCjk2EK4K24VGhHLsjaGm+41qIVCAeFwGEdHRxtfk1p4JpMJDMNAJBJx6He6jQGpx5MnSFsKr6+vMZ/PEQ6H+Tun6nY4HOYIIZ1OY71e4+LiAtPplFMhuyiZ+92sSAz6pZC3vElwBXj+3Hu9Hp+Lg8GAv1/369J5/vT0hF6vx8dbrVZ5JQShqip7p1QBB5wpgJ9Nyu9H5Ic1lG729/d5nehL2jy2ncAvQTQwYt+l2wuhvJGfQpIbUrZxe0+ZTMaz83wXxP67aDSKxWLBnvByufTsQHcjeoXhcJjHOHdB0zRHSkL8O7exn81mnhvfu3fvHOtWSbjWLR5iWRYeHx8xHA75BkMh6ecYu5f8HX23YjtOqVTiz42OqVAocDM5AI5ARKjrYNM5Kp7rfhJvoi6o+L1K7/Hr8lMYyvF4jOvra9i2vXOOjnCfnOFwGKvV6rMvqF1IJpMOJSQguGE5lUr5VrMpd0ebJXfl8fHRMQZJ4gur1QrD4dCRy/IzgrVaDdFoFP1+H8PhEP/88w/29vY+S5VdNITu78FvBNH935FIBKFQiIs65XIZuq6zkEoQu25QdEcp4k0iSBk8mUw6bmq6rrMXrKoqjo6OYFkWN+Ofnp6ylN7NzY3n+Wh7ZND5KLYi+Z0/dG5QKoHSQuLaX8mX81MYSlLrAcDKMp+7YY+Wz7v7MsnjEauj4hys30VDSjCWZTm8yuFwiMVigUKhwHPdfheCqqoeg5HNZrFYLHhj3mKxQCaTYe+jXC5vHPsTm9ZF5Z3Ly0t+D/v7+xiNRuj3+9yLSM9JYh6UP7QsC7e3t4jFYi+WhEsmkxxqUj6UcsObDFkul+Piz+3tLRf1xuNxYIGORlA1Tds5n003LzoWWuy1WCywXq89osPubZHA8w1I9C57vZ7n/e3v7ztCaBHxvCDVccp10xRSu932zTGS1gHwPOJI3mYoFMLd3R1CoRDq9fpPJeX3o/JTGErycIDnO2wikfDdQ+x38YVCIcTjcT7BbduGruseDy+RSCAUCnHxQWxZ8Wtgp+eqVCro9Xqe8Hs8HjsuGNoI6D5mtwHN5XIOYYT5fM47ncfjMWzb3ihAQcKwmqZxjtc0TYehp8Zm4DmX1e/3HZVv93Iq4NkgvPSCq1arrAaUTCaxXq9xeXnJn3uhUOCqMRlU2ntNuooiojZjMplkwxCLxbhQRJ9TUHpG9N7cjeK6rju8N/fnsEuhxx1iix6qH1RYAj6dmzSvTYMJQdi2jYeHBzbuBN1YFosFms2mXJH8FfgpDCWFn6vVitWC3AR5KLREntpXUqkU7u7uPPPMsVgMuVyO+/RonnhT8SObzULXdWQyGY+k23K5dOST/MKr9XqNRCKB8XgMRVFQrVZ5KdrDwwO3rYjV4W63i3w+HzjRYhiGZ4FXKBRyhJLJZNLxGbrzh24DEYvFOA9GLVWr1QrFYnFjT6focU8mE56PF39PuTzSSaQ+zm2tUvl8nr+r5XKJfr+PaDSKWCzmGGHdtFxLhMLlbY/ZRCwW4/Y0Omfo8xGb+ElOEHAWXRRFQTwex3g83tgeJSLqFdBzuA01pXD+a0Wqn5mfwlACcPSA0eTOLuE3KQGdnJzAtm38888/vic85Xqi0Siurq5YdJWksfygEI0UpReLBYdDbo+X2mf8Ruj++OMPR2hFoSe91/F47PBm3r9/j729PQ4NLctCNpv1baY2TROtVouNRTweRyaTgWma6Ha7UBSFjzWVSnkKUKlUCvv7+3xszWaTL/Lb21v88ccfGwsHVJleLBZQVZVvDKFQiL9TCjVpF87JyQlisRh/Vu6bjKjPSM9P39Hx8THi8Tj29/dZfNm9P+ZLUjdBHB4esvcciUTY0KXTaUwmE+6p1XXd8T25xYcNw9hJkEPcWS5ChpaYzWb8P7ekn2R3fhpDSSwWC0doWigUHL2TRC6XC+wV9EPMydFJvi3UWiwW+PDhA+eodF3nZnM30WgUoVAIqqo6igGapvkWayzLwng8RjQaRa1WcyxXAz6NsVFzPc39apqG/f196LqOq6sr3i0uHvN6vUar1eKLb7FYYDqd4vXr17i/v3cIc1Cvn3hcxC4Fk/l8zmGhZVlIJBKo1WqsunN/f4/JZMKG3DRNjEYjx7yzZVlQFAVHR0c87z4cDmFZlmfFw3Q6dTS6+x0niaN8TWNJN7rhcOjwBh8fHx1qUavVirsQgE9FI0VRkM/neZT18PCQ5f90Xcfl5aXjfQR5y0Gz7LuqJ0n8+ekMpXsCo9vtIp1Oe8JFTdMQi8VgmiZWqxXa7TZ0XWfBDUVRHHkd2uDnrhZuWl26Xq8dv6M+QD/coSSFpX4N3KZpOrykk5MTnJ+fsxgEIVZ+6UJYrVZoNBrIZrOcqxIvsFwuh9Vq5XlP5J2Ij/XTiyRBhtVqxXuk/TBNE4PBgG8E9HpUdKHPxK96HYlEPBVi27ZZdVwUp02lUo4FW3RjdHdHpFIpXgtbLpdxe3sbeENbrVaO31GOddOsNH0O7tzodDp1jB4ahoG9vT2kUin2+BuNBqsI0dI8RVFQr9fR7XY5beFmU0qBlNrJcLr390hexk9nKOPxuEPFmlYsiNC0A3lbYuhVLBbx6tUrNBoN39lgWjw/HA6hKApisdiL1wr4HbN7Bti2bZTLZd9mcne4P51OOffWarUcsl7icdMx+l1U2WwWqVQK7XYbw+HQo50YiUSg6zqq1Sru7++hKIpv0UjXdZycnGx8vzT3TcdIGoiUQxQfJ0Iph3g87mmvEldEuHtY//jjDxa7pYJTJpPhXeDAp4Vz8XjcIUrshrxB8ZyxbRvxeNxhKOkGQp95t9vl9bKbSCQS0DSN0w7//PMP/869FE+MnDZ57+6Bh0wmg3q9DgCOaEfy+fx0hpJEY927QcTf004bQnzcYDBAPp8PnA2m1bhUYR4Oh9jb28N6vXZMmuwC5fceHx89hlLX9cCT1+0p0MhbNBpFuVz2LXTs7++j3W7zbnO3x0hiDHQc1PpEnw15YPF4HK9evXrR+3SzXq89MmRUeaVmceD5pjWdTjGbzZDNZh0CwMVi0bGSVsxRu793yn2S0TJNEx8+fPD1GP1EK8rlskddx/0abtET942T+k7FHla/m2sikWBBXcuyPDeEl1KpVBzqWuFwmI0kIA3k1+KnM5TAc4GDNtG5K+B+YbjIcrnE/f09iwW4T+bZbObxNsbjsSfsyufzW0UUNE3DZDJxGDZK9tOK0UajgeFwiEQiwWG4+8KZTqe4urpCOBz25ByJm5sb1Ot1bgzXdR2lUgm9Xg/RaNSjcaiqKqrVKjdGfw2twvV6zTPYYqO0eNP6+PEj/3w8HuP169eO5yBj7g6dxfecyWQcwifUJzqbzRCPx1lweBei0SiKxSLevXvn+DmNS+5afQ6Hw1iv147dSuK/y+UyS7B9/PiRn9et5PQ5iH8fpJ4v+TJ+SkMJfArBxWIBrYmdzWYbxxyn06kjVIlGo9A0jccO3YgCCgC4R7FarTp2oYhomoZEIuHxDsnbJfk1uuAXiwU/byaTQa/XcxzLer32zTmS50LjcuIETalUQqlU4so88GlFLrUgWZbF8m27Tt+IzerUf+mWWRMvWFqP6s4Lr1Yr/O9//+NjEo0Sef6TyYQFSYhyuYz5fI7RaITpdIp2u81/6+cx5vN5LBYL30KHYRh4eHhwfE+KouDk5MSxEXETmqZhb28Ppmni7u6OW706nQ6WyyWSyaRjCkp8n0EpHffO+yBIV5Tei5zI+Tb8tIaSoN0tqqqiUqkgFArh/Pwc9/f3gfkiPy8yHA4HVgzFMJWqr1SpLhaLiEajLMjQbrfZ4NJCKL/qpKqqHmNOF5CmaTg7O8NwOMTDwwNPifi9H9HT8uuttG0bHz9+dLw+KTOJnwMpLW1juVxyAzytFk4mk8jn8w7DLhaBaMoGcC54o+MLuqkFFbvW6zXf6GjZ2yY6nQ5OT0+5DYlIJBKoVCp4//694/Gqqvo2rVMY6zZg6/UazWbToT368PDArUFiREH6qNty3nTebNso6RaBmc/nO622lbyMH3Jd7deC2koGg8Fnr28QIYUcmpiIx+PY29tjoyDqNoq4W5ioX5GUq+miOTw85KotqR6pqorDw0PE43FcXV15jHkqleIwUWwqJg9UVVWPLqbbWAHPOUo/QV437t3TRK1WQ7fbdQj30vK38XjMUmAkdAyA83Sb2NvbQzKZxHg8RiQSwWKxYO1OMhLlchmmaTp6V7PZrOPGUiqVMJvN2MBGIhHs7e35CuIGGcRN+PVm+t0gKSVCwiV+Y5FEKpVCOp3eaSWySJBosuTz+ek9yk2Q0aCKaZDoAlW2t0FhM12QpJJO87ZB7Rq0GW86nSKRSODi4oIv8mQyiUKhAF3X+cIaDofshdD8cDweR7lc9pUrc18UlLObz+dQFMVxwfrtcaYVBTc3NwiHw5jP51iv1yiVSp7njkajnN91c3x87NCJBJ5bmOjzImFjCtcNw0Cj0XBUmvf29jglADzfMES1HkLTNGSzWYTDYeTzec799no9zGYzT56aCkZ0HhQKBc8COuIlBpLwy4n6GcpIJIJ4PM4tU3Qz8zsOmvd/Kb1eTxrKr8wvbSiJUCjEyt0ikUgE9Xo9cJabEDcwusNf2g9OBokuMtEwN5tN5HI53162yWQCy7JQrVZhmqavklAoFHJs6RO946urKzaytVqNiyjk2dF4YL1e530/1NtHLUrdbte3Xebm5sYzeaMoCg4ODmBZFtrtNvr9PmKxGDKZjO+mRLe35J6woakROlaSdhPxM1xkZPr9Pq9hzWazDs1QEWoVisViODk52UkCL4hdiy/ufDedb6I8HO03/5pMJhO0221Eo1EZhn8lfnlDuVwuOW/oNpTUcrLtgsnn8xiNRpjP5w51oXw+j36/zxeEmJdzX0iz2Yw9N9qlQ689mUxwd3fHwqwEjalRIUbXdV9PgRRsbm9vUa/XHW01ANizTCQSGA6HUFUVb9684SmQIG96kzGg4z84OAiUvhuPxw4PmJrDRZLJJBckIpEIwuEwqtUqz7oHdTGEQiHOIZJR2LYfHPjUAL5pG+OmIQPqB43H4+j3+4HepzsUp7n9xWLBe3LEXUqEYRg4ODjgm9AuRCIRrNdrPhZqPwKc6RzJ5/NL5yiBZzFYcc6Zpmmy2Syr6/R6Pc4ZGYaBfD7v6Ztzo2ka/vjjD/z777+Opt5tYRtV6t0XIgki0NTL5xJ0kR8cHKDRaLBxoRW5ADxrGVRV5eKY356V8XjMMnWapuH8/Ny3cd69C+bg4MB3F/hyuUSn03GoddNU0O3trccrpY4HPwPv/g78vL98Po9ut+v5OU3+JBIJ2La9MR1DQi1BjxF3yLtznqQX6Zd7LBQKqFQqGA6HvvqVQe8pCHo+yZfxS3uUtm07vEhN03x3U9NysOFwiOVyiV6vhz///BN///134HOXSiWMRiMuWNCM9Wg0chQa3ASNo5E8GBmJoNUQopdCRkfMYwW9rlsZfjQa4ePHjzg6OkI+n0cul8N6vcZyuUQkEtmoNCNWmcmT8TOUlL8djUZIJBKBns1gMOA8Zrvdhm0/7xQn6TsRkjELmsN3G0rymsXPxS1YkslkUKvVeAPiZDJBOBxGpVJxbHAUsSwL6XTaYShpf0+lUkE4HOabTywWc7SQrVYr2LaNXC6HXq/nMHr0GX0NZX4ak5V8Ob+0oVQUBaVSiduHxK12hGmauLm5ceToSOnGvegeAOr1OgtbiF5YoVBgpZ5tbPIGbNv2GLt8Po9oNOq4aJPJJKv6PD09cXge5G34Xeyz2QztdhulUolXHIRCIXQ6HYxGI277cZNOp9HpdGCa5sa95lScAZ7D/2aziVgs5jGYYi6Pjl3UniyXyyxyMZvNNnrc1JAvan1um3yp1WpQFMXxfdLeoyClIQq7KT0SiURwfHzsuMEcHh46wmAR27Y9E1a04hh4Nrp0M3B/p375djeapuH09DRQB1PyMn5pQwk8e35UFfXzktrttm8h4+7uDpZlcTM6NWYHtRn5TfSIiBece86acF8Q8XicCzTD4dDxN/Ra6/UapmnyBRakEkOVavcx0obK4+NjGIaB8XjMBsNPUMGyLHQ6HcRiMaTTaUePZBAk8kGGy92+sqlFBng2DPv7+2i1WjtNyvjJjwVBXQC0Plek0WgEGmWKAIjZbIabmxsuypEg79XVlW8O3O3VFgoFx9qPUqmEUCiEbrfruFmn02nkcjnfVcgilUpFGsmvyC9vKIHNW+j8jKdt2+zNrFYrT6XZja7rW3eDv3r1CpZl8Y7lVqvl6bn866+/0Gw20Wq12FNpNBowTdNj4NbrNebzOa8e8IMUv4vFIgzD8O2fpPfY6/VQLpc93lev12P5r/v7e8fqitlsFtikThe3346i+XzuMJRu45fJZHi8lLoJPn78yDcaTdMQDocxm802GsSgG5LIer3Gu3fvfA3iSxd0jcdjbl4n9R7xfYtpAfdxkdq7+Nr5fN6j8j4YDJDNZnF2doaHhwff77NarXLLmuTr8FsYyk1QyLxJUXtTYYfaL9wXmugdkg5lo9FgT4IEIegxdFGWSiVuvdnkodLzBoWVuq7j8PAQl5eXaDQamM/n2Nvb45DPby0F8GkxGl3g5Kn2+32PQTZNk6vyk8kE6XSaRYvF3eC5XI6NdCgU2po3o24C4Pmm9fj46Ah/C4WC79hoKpXiditN0zYaSfE9BnmNX6JXScIqhFuwV4TSBDQrT/9Nu+jdXF1dOY5fVA9SVVXmJb8Bv72hpHWxuVwO19fXME0ThUIBy+WSvUS3MSLlH/KE/IyVaIhIc1D0OkejEUqlEl/w0WiU84K79vfRArPRaATLsniPDBUUnp6e+NgGgwGWy2XgRURz05VKBWdnZ2i1WtA0jZdd+ZHL5TAajfg90EUuhpXdbheFQgHHx8dYLBa8r0jEHSJS1Z0+B9HjpDA56PMoFosoFAqB6kFEJBLZeiP6Gg0hpHhfLBY5PHcfh6IoePfu3Yuq2eI5Qq1V1BvaaDQcCkKSL+eXbw/6XLrdrqcfEfiUSxKb1P2KPtugCRcSqaWv4fj4mNXJxZwZeVmiUa5Wq3xhEOVyGZFIBE9PTxtnqMfjcaBBpjYe0zRxdXXF88OiB5xOp1Eulx0Cw36k02ns7++zaMdyuUQ2m3X0PIpCvPReU6kUT9m4l4CJuptUGBIr/wcHB9A0DVdXVxsND4kK77JTZxO03mITkUgExWIRq9XqxXJ9286vSqWCTqfDnjE11Uu+Hr+9RxkEiceKxoTUidy5RVIeojahTVVWKirRRArlEQkySslk0uGZ+VXDxcZ1wi8kdbNcLvHnn39yo3qj0XA8z83NDQ4PDzGfzzl8FX9PO2ncIbFIKBTi5WOPj4+Yz+f8HP1+H2/evOHZ63A47PCmOp0OyuUy4vG4p8fTvYrCb8Tv5uYGsVhsq3cmyqIBn3LZft/fJm/P7Zn6PXY+n+Pu7g7n5+cwTZNXd2yDpqo+fvzo+R19vjTIQILLoq6n5OsgDWUA4XAYZ2dnnCuMxWKsZOMOFdPpNFeGaaSRlpO5izxugyf+W9d1395IwL+v7urqCsfHx2x0d82pUb6Uika1Wg2z2cxhNG5ubgIbld17w/1IJBJYr9f48OGDx3O1LAsfPnzYOBuvKAqWy+XO3pf7phYUVruNmPjvRCLh+b4ozbIpTBdfd5MyEL1WNpv1FGncLU2kgh6NRn1FSKj1TVEU9Ho9LJdLnJ2dsWSd5OsiDeUGaH7aja7rODg4QK/Xg67r7E2GQiFHU7uY59yGoiistJPJZDwFBpJ4c1/k4/EYqVRq4yI099+tVivu97QsC61WC8Vi0eGN2rbNMmRkiMmwLZdLXlLmXoNL7VS6rgdOltBzBGFZFgaDAUKh0M45u10r1IZhBIaxsVjM832R170rfkaS3kc+n+eOB5FkMon5fO54nXK5zG1AQZ8B7dmhFFG/3/9idXqJP/LW85mkUimUy2X0+33c3t46FIEIwzAcyuGqqgZK81Pv36YKO7X5iIxGIx6/DMJ9obn/e7FY+F684XAYhUIB+/v7jiZxRVHw/v17tNtth8FbLpfct+qH3zhkEPP5HLFYLHB/uRvxsw9qB/NrZYrFYjw6Se93k6cssqvnZhgG/vjjDx6ZFUWNyXP0uzEuFgtfTUxakke70Am/pXGSr4P0KL8AsSBCXpZbir9YLCKbzXITMql8U6WSZNvIk6EG6FqtxkbTtm2kUilWLP/77783LhLbRCgUQjgcdoTp7mIBCTOIlMtl6LruEboQEY0a5c7EkPUlIeFwOEQul8Pp6enGMN2ParWKUCiE6XTKmxd7vZ6vd0/HN5vNOL2xzVDG43EcHByg1Wp5Qmg/qAhG31U8Hsfx8THno3u9nsfrf3p6gmEYnnRKIpHgaSfgOYyn3e60w17y9ZGf6hcQj8f5BNd1PdD7oVE4QnwceU2qqsI0TfY6crkc6zYCn3aI0yw2yaflcrmtjdcipml6Lr58Po/hcIjxeIxQKITDw0N0Oh1Mp1Nks1nurcxms4H9i9FolD1J27Zxd3fnaST3kx0L6nUkoYxqtYrz83P8+++/O+VgxQ2HtDnx7u5u6+cjHse21ymVSg5VJ+D5hkXeHu0eFyv5j4+PjjQOCXuIvbWisfQrCmqa5jgngOfuidevX/ONWPJtkIbyC4hGozg9PeVJk8/VFSRtRZLg8pMLe3h44It5Op2y6vdkMuEVr09PT559OjTBsgnKcaXTaV7VS0WU0WiE8/Nz6LqO9XrtGbGs1+ucTqC8Je30dmMYBntw8Xh8p3llAJ492yIkezadTj2iJ4+PjxsHCUR2Wc9A9Pt9z0qHeDyO8XiM5XKJyWSCP/74A4vFgj8H6id1p07cAh75fB6maaJYLGKxWODh4YELbtSJ4YbanCTfDmkov5BIJBIoCrErnU6HQ99Wq4V8Pr81hBK9yOFwiP39fYTDYbTbbQ6NLcvyGMlNbS6DwQD7+/sOo2TbNjdD7+/v84oFwzCwt7fHRlKUBQvaBDidTnF8fMxtOUFjoZFIhJWHut2ubzElHo8jkUjw+gta/Urvu91ue4ykYRgss+eGhJl38Vrn8zkuLy+RTCYxmUx8J6RoIyQZSmqid1MoFDAej2GaJsrlsqO1JxKJ7LzwTfJtkYbyB0As8ARdUNVqFdfX1yxplslkOPSLRqOso5hIJPB///d/ga9FaxAGg4HvegXgOe81GAwwm80cWx6bzSbOzs54tr3VanG+TPQgp9MpMpmMow8TeA6n+/0+NE3b2EBNRaH3799vrDgXCgXO+9FxTqdT3Nzc+HqH2zzYXdMXdPOh//cLew3DYP1T2hdEi95WqxVKpRJyuRwikQiLKL803yz5fkhD+QOQz+exXq+xWCwcC8JEIpGIZwd2NBrFarXyCCBsmxRpt9uo1WqO5V60XRL4JNFl2zaur6/5uTRNw3g85twbSZGVy2VPa02/3+e1siL9fp8Nkq7riEajmEwmHmX34XC40UhOJhM8PT2hWq1y1d5vT/tLoJzm50A3INrNQyG26CE+PDywcX14eOD1GcDLi3KS74scYfzFME0Ti8UC9/f3WC6Xgbm3cDgMTdM8VenDw0PEYjG0220sFgtEo1GuvpOmp1vVO51OI5FIbG1TcqOqKgski8e468yzYRjcJL5pdYP7uYKWo21TiSL8QnRqkqdZc5HxeMxaouLaEPc+IsmPi/QofyHG4zGur69h2zay2SxqtRqvbACcF7hf6EvN58lkkqvbopdoWRYbWNEwDQaDz1LasSyLG/XFsNht2IKM/XK53FqsIbk6y7JYai5Ilq7b7XqUeMTXjUajLOxBKZJEIsELzoDnth7KsQLPhTr6TgBwRbxYLEoj+RMhG85/IcS1Ar1ej40ascvyLdu2PZVYEVpM5p4npjl34Dn037VnMkhKjNikoL4L4jw3SZcFMZ1OMZlMcHBwgFAoxH9HhTUa86QpJco9ug2eeBNyiwgnEgkcHx/LdbI/GdJQ/kKIBiUcDkPXdZyenqJSqUDXdfaU/HZ7E9PplIs4ADwX9PX1NRaLBcrlsuM5lssljo6OkMvlkE6nd97812q1NhoNP9FiN7u2xuzi9VLhSjRum6ZdbNv2VKbFFbGUw1VV1dFrKvm5kKH3LwSN361WK25MNgwDyWTSIS6x7cInlZ9EIoFSqeQpDE2nU0QiEaRSKQ7NqfAjrrvYhfV6vXG6ZVulWlVVGIax04oIYLf8p3s7YtDjVVVlUWb3z0WKxaJU9PnJkR7lLwSJxNK+FWKXhWd+fZuWZbFqEl38mqaxx1StVlkIY29vz+GxUcsS/c2X9poC8J088esVFXEbLVF1/nMQvVfLsvD27VueyqL1DXJXza+H9Ch/cVar1ca8HPBp+597dQEJeuTzeWQyGfYkqe8zFAohFouh1+s5jLGqqsjn86jVatz32Ww2t+6vEfEr4CQSiRcJJEejUaTTaV+pNkVR8OrVK3z8+HFnXUgS3nUXkMSBgclkInsif0GkR/mLs2m8LR6PI5fLsao6Qcbw8vKS1dc1TUMymXQ8bj6fo9FoYLlcOkJky7JwcXGBwWAAwzAwHA53Eo8QcRtJ8gB3LRIpioLj42NHG5D4OaxWK0//5rbjWSwWqFarKBQKjuMQi19uuTTJr4H0KH9xVFXF8fExut0uDMPAZDLBaDRCKBTi/TPxeBzVapXX8gJgr2k4HGIymXDBhZaTrVYrR9HCjWVZeHx8RCaT2Tl/uAnTNNHpdBCJRLBer7cuD7NtGzc3Nx75NbdoctBmSj9GoxFmsxkqlQoKhQK63S4Gg4HDyxU9bsmvg2w4/w0xTRPtdpu9PEVR8ObNG2iahtFohOvra8fjj46OuH9wPp9zw7lhGMjlcuj3+zAMA6FQCKPRiD0qXdfx+vVrzGYz31UG26B58qAd1i/dVSTuHVJVlccx5/P5i46Ptk1qmoaLiwvHpNHZ2ZkUqPgFkR7lb4i7kCHeK935zEwm42iYFr2l5XKJfD7vmET53//+53id0WiEXq/3InUeghRzcrmcb2M59TAuFoudVILEHUSWZWG5XPLe9CBIrV30XgeDAacVxM+uUqlII/mLIg3lbwrJeC2XSxSLRe4fdIeN9HPCNE02evl83lG0cC86m81mHu+UCjydTmer4by5uYGmadjf30ehUMC7d+8cv+92u1yQ+Rxub2+35igty9qomUmEw2Gp9PMLIw3lb4qmaTg8PATwvC727u4OiqJgb2+PQ9pYLIZMJuMoiCSTSdRqNSyXS96XYxgGLMtyeJ5B/Yq04kA0kvF4HLZte3KFlmXBsizc39+jWq16Qm2auvncCrPbSFarVY+m5y6ZKdp31O12PcK6kl8DaSglnKu0bRv9fh9nZ2ewLIvDyOPjYwwGA+4VfPv2rePvSTJMNH605sKN306gcrmMcDiMf//919fLXCwWjpl1Yr1eo9/vIxaLYTabscq4ZVmOyrOiKNA0bWOIHY/Hkc/n0ev1HB4kjTJu8n5ps6ZbEUjy6yC/UYln9JEMCxGPx1Gr1ZDL5XwNXafT4T3eiqIgHA7j4OBgp9lyALi4uPBsG9y1aZv21pDwhd/WRNu2NxpJRVFQrVZh2zYODg4473p0dOTIrfp5rmITvOyd/HWRHqUEBwcH6HQ60DSNZ5FN08R6vd5pDwsZ2kKhgEwmw3/zktFCdx5w12VibqO4yfMTV+sCz4Wp1WoFRVEwGAzQbrdZyZ1m1d3FmWKxiMlkgul0yisaaK92sViU3uQvimwPkngQ5dpyuZxjKdb9/T1vK9Q0Del0msP0Xq8Hy7KQyWRQr9dhmibev3//w6xQ3VXnMhqNYn9/H7PZDLqu4+rqymGAdV1HvV5HOByWWw9/E6ShlHi4vb116FD++eefUFUV/X5/J2FbADg5OYFhGLi5uXEUaQ4ODl48zvi9oR041AXgF7rTZk3aVST5tZFxgsSDmFukVbrA7uGwoii4uLjAv//+62k3urm5+aojfuTRhcNhVCqVryJIYZome56r1co3nCa1cr85csmvh4wbJB7y+Tw0TeN9PIvFAu12G6qq+u6bdkNGxrZt9kzF/OCXhOLuxnVd13F8fAzLstBsNr9JQUV8PRrzpPcoc5K/BzL0lgRCc92NRoONRaFQQDgcfvF+nKD8oNvwUoEliHQ67dkZvovx/hJoX/jl5aXjdainVM52//rI26EkkGazicfHR4dHtVqtkMlkkMvlXhTmBt2P3QYuHo/j5OQk0FNLJpOepu5vXSyqVCosxiFyeHgojeRvggy9Jb70ej1faTTTNDEej3k/z+fMcG+C1tm6n5PWVzSbTaRSqY3PQY3nYk7VfZx+mxRFEokE6vU6JpMJxuMxNE1zbG/cpJwk+fWQobfEw3g89p2EIb7EOGYyGYzH48/a2rgN2oxIkzJfQqFQQDqddsyRp1IpTKdTRKNRHv+U/B7I0FviYVtV+qX3VnElRDqd9jWS9JgvKY7Q+tsgI/mSNp52u+3ZnTMcDmGaJkajkWePkOTXRobeEg+pVArdbtd3qiYcDgeOMrqJxWLI5/NIJBKYzWYYDoeBf0fG96We6ku825e2Je3aDiX59ZGhtySQ9XqNi4sLh2JPtVpFPp9n+TFS21mtVoHhNIn67qokvg1FUZBOp1mI4+7ujhvExccAL/d+t0H7gGifkOT3QIbekkA0TcPJyQlisRgAp+biarXC/f095vM5EokEqtUqMpmM7/Msl8uvZiSB5z7PwWCAi4sLzGYzhEIhj0Gs1+ufHcZvCtGz2aw0kr8h0qOU7AStTyBPzT3mCGyvJH8NL88wDGiatlVso1AovHihGaEoikcmTlEUxGIxHBwcSBXz3xDpUUp2gtpzCD8xCNM0N/ZWqqqK09PTLyrYLJfLnRSJXmIk/XZ/u1/Dtm1MJpPPNr6SnxtpKCVbET1AKsoUCgWHjiUAFpAIIhQK4fLy8qv2XX4psVgMZ2dnSKVSvuOPuVzOYUhltfv3RFa9JYHM53NcX1/DNE2Uy2Vomsaji+Fw2BNm+wlIxONx3qXzko2Jbigcns/nX7VAs16vMZ/PYZomotEoEokEJpMJH3O323WsoJB7cX5PZI5SEsjd3Z1jK+Oueo7i490TMp+LOBXzLYlGozg9PcU///zD/ZiapuHg4IDzlJLfDxl6SwIR85Capr3Yk/saEzLELkYyn89/8WjharWCZVmO4w6FQojH49JI/sZIQykJpFQq8SjfwcGB43e7Knt/rqH8HLGJcDjMKxw+l1KpBFVVHflXuVlRInOUkkBUVUWlUnH8NxVidF1/8bx2Op2GYRiYz+cYjUYbH/vSgg+1DNGail3I5/OYzWaYTqfQdR21Wo0N7fHxMfr9PnRd3yrCIfn1kTlKyc7QCGIoFIKmaV+lArwp7/mSnGi1Wg0cj9ykhXl4eIhYLMaq5lS5X61W0HVdblaUAJCGUvJCqMew0+l4Gs6/Ni9VKXI/fhdBX13XUS6XeRdQsVjEeDzGbDZDOBzGycmJbDCXSEMp2R3btnF9fc2e5Eur4F/Kttc7OjrCcDjEarXCbDbbKTVA449kUN2vsbe3h2w2++UHL/mpkcUcyc6QaC/xNY1kKpXaOrGzyWDFYjHEYjFUq9Wd9S41TUO9Xnd4oYqiOMJtuWFRAshijuQFaJrmWBL2taFCTxCmaQZ6ldPpFP/++y/C4fBOBjwcDsMwDDSbTSSTSW4/KhaLiEajGI1GsiVIwsjQW/IiVqsVGo2GoxEd+CR4Qf8vemm75BoVRUE0Gv2qKkO7QkUdOgaJxI30KCU78fT0hG63i0gkgnQ67TCU4uZE27ZxfHwMTdPw4cMHALu1+vgJUXwJ0Wh05+ezLAvRaFRWuCWBSI9SspXFYoH379/zf3/thWLfgm2SbyKZTAb1eh3As8GWBlPiRnqUkq2QDuXnrmsgNE2DZVlf1De5qwE0TXNng55KpbBcLnF9fY3lcolisYhSqbT17yS/D7LqLdmKruvY39/fmL/bxQtzr2vwwz0q6eYl44SWZSGZTG4ct9Q0DfF4HJ1OB4vFArZto9lsfvNd4ZKfC2koJTuRSqU8XhYZIFoR60ZRlBc1a9u2jXa7jXw+H/iYbre78/PRc246hkKhAE3THI8RldwlEkAaSskLSCQSLHCbSCR4L01QeLu/v4+zs7MXvcZ0Ot048fOS+XJFUVAoFDb2Z5LaUC6XQz6fRyqVwtHR0RepsEt+PWSOUrIziqI4QuOrq6tAI6mqKlarFZLJ5It7L18qtgE8N5y7W4vOz88xGAwc1W+qhiuKglqthlgshlarhUajAVVVefZbIhGRt03JZ7NJCs2yLDw+PmKxWKBYLCKZTH7TKRe//st+v+8R7iCjads2G+9ms8nHLHfiSPyQHqXks6lUKlBVFZ1OJ/Ax1Ev5X7Ber5FKpXitgxsy3OFwmCeCNi1Hk/y+yD5KyRczn89xdXX1WSHz10bXdWiaxoYvHo8jl8uh0Wg4wn9FUXB+fs5pgU6nA03TtuY0Jb8n8oyQfDGtVus/M5Lu6vR6vXbkTSeTCQaDgaetyLZtnu82DAPVapXVzSUSN/KskHwx29TKg/gWRsmyLE/haDgcIplMeoylnOuW7IrMUUq+iGaz+dk9h+T5JZNJLBaLrZVxv8kdCp23ZZCGwyFqtRpyuRyGwyFisdgXLyKT/D5Ij1Ly2QwGg8AplpeI3dLahW34GcPVaoVEIrHVWJNRjkQiKJVKSCQSOx+fRCI9SsmLMU0Tt7e3G9V5XrLka5MG5TYsy9op9P8RCk2SnxfpUUpeTLvdxmQy+c8UhPL5fKAHqigKwuGwx8OU+UjJlyANpeTFiEUYRVHw5s0bxx5sN5+znGtTP2On02H9S/E4SN2cxC10XYeu66hUKnI3t+SLkH2UkhcjTt0UCgWkUims12sMh0NomobhcIjBYPBdF48FUSgUEA6H5YIwyRchDaXki7FtG3d3dxiNRkgkEhiNRj+EkRSpVqsbVYkkkk3I0FvyxXS7XQwGA1iWheFw+KJ2oa8tZxYkaPElBSOJRBpKyRdhWRYajYbjZ0ETLn59iy/xPHcxqtPpFEdHR6jX60in0wCec6oy9JZ8CbI9SPJFWJblqH6HQiEUCgWEQiE8Pj7yz2KxGI8Mfg40m03ivpvaj6LRKDRNQyaTQalUQigU+qyCkkRCSEMp+SJCoZBjj41t27BtGw8PD2xA1+s1FotF4HPE43EuAgVh2zaenp5g2zai0SiSySRGoxEMw8BqtXJ4ppZlsWH8ltJukt8HGXpLvphMJsP/jsfjmEwmW0Nq0cPLZDI7zX0Ph0OMRiM0m01omobXr18jk8k4XktRFClsIfnqyKq35IuxbZuLOaFQCDc3N1/lebdtUUwmk0in07i7u+OfHRwcIJVKfZXXl0gIaSglX5Xb29uNO29eQqFQ2Ko4/scff6Df72M+nyOTyUihC8k3QcYokq+GZVm+Kxnc7FJYqVarOxm9f/75B61Wa+fHSySfgzSUkq/Gcrn0jBb6GcX1er1RvScUCmEymeDp6cnxs1evXqFSqXgeb5om772RSL4F0lBKvhqGYXjEKmj3txu3QSUURYFpmhgOh45KuaZpMAwjcKZ8F5k2ieRzkTlKyVfFNE3c399/tup5ENFoFNlsFvP5HLZtYzKZcFtQMpnE4eHhV309iUREGkrJN+Ht27dfrAEpVr01TWOBYFVVoaoqP38mk0G9Xv+yA5ZINiBDb8k3QWzrUVUVBwcHL/r7cDjsaBYXn889DfRf6WJKfh+koZR8dWazmSNnWKvVfIs34XDY0awOPIfYmUwGh4eHDg1JTdN41judTmNvbw+hUAiRSATlcvnbvBGJ5P8jRxglXxXbtnF1dcVhcj6fZ2OYTqcxHA55ksayLKRSKdaujMViOD4+ZoNoGAZisRg+fPjAYXYul0OtVuPnk0i+B9KjlHxVbNt2LBujsNhPzHe1WmG5XKJSqUDXdaiq6llUpuv6D6dtKfn9kIZS8lVRVRWVSgWKokDXdRQKBQDBy70Mw8DT0xNWqxXG4zFarZbn+SjMjsViKBaL3/w9SCRuZOgt+eoUCgXk83mHfmQ6nUa/38d0OkUikYBhGIjH4zutjc1ms1JPUvKfItuDJN8V27Y9Ary0H9wwDPYeJZIfCWkoJRKJZAsyRymRSCRbkIZSIpFItiANpUQikWxBGkqJRCLZgjSUEolEsgVpKCUSiWQL0lBKJBLJFqShlEgkki1IQymRSCRbkIZSIpFItiANpUQikWxBGkqJRCLZgjSUEolEsgVpKCUSiWQL0lBKJBLJFqShlEgkki1IQymRSCRbkIZSIpFItiANpUQikWxBGkqJRCLZgjSUEolEsoX/B7A1zLEPd5koAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Use scanpy functions to visualize umaps or FDL\n", "sc.pl.embedding(\n", " ad,\n", " basis=\"umap\",\n", " frameon=False,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### MAGIC imputation " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "MAGIC is an imputation technique developed in the Pe'er lab for single cell data imputation. Palantir uses MAGIC to impute the data for visualization and determining gene expression trends." ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:45:53.683507Z", "start_time": "2022-06-15T17:45:49.343748Z" }, "execution": { "iopub.execute_input": "2024-05-15T20:27:11.548888Z", "iopub.status.busy": "2024-05-15T20:27:11.548622Z", "iopub.status.idle": "2024-05-15T20:27:26.368742Z", "shell.execute_reply": "2024-05-15T20:27:26.367803Z", "shell.execute_reply.started": "2024-05-15T20:27:11.548872Z" }, "tags": [] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/fh/fast/setty_m/user/dotto/mamba/envs/da2/lib/python3.10/site-packages/joblib/externals/loky/backend/fork_exec.py:38: RuntimeWarning: os.fork() was called. os.fork() is incompatible with multithreaded code, and JAX is multithreaded, so this will likely lead to a deadlock.\n", " pid = os.fork()\n" ] } ], "source": [ "imputed_X = palantir.utils.run_magic_imputation(ad)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Gene expression can be visualized on umaps using the `scanpy` functions. The `genes` parameter is an string iterable of genes, which are a subset of the expression of column names. The below function plots the expression of HSC gene `CD34`, myeloid gene `MPO` and erythroid precursor gene `GATA1` and dendritic cell gene `IRF8`. " ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:45:54.114559Z", "start_time": "2022-06-15T17:45:53.685330Z" }, "execution": { "iopub.execute_input": "2024-05-15T20:27:26.370367Z", "iopub.status.busy": "2024-05-15T20:27:26.370031Z", "iopub.status.idle": "2024-05-15T20:27:26.773190Z", "shell.execute_reply": "2024-05-15T20:27:26.772334Z", "shell.execute_reply.started": "2024-05-15T20:27:26.370348Z" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sc.pl.embedding(\n", " ad,\n", " basis=\"umap\",\n", " layer=\"MAGIC_imputed_data\",\n", " color=[\"CD34\", \"MPO\", \"GATA1\", \"IRF8\"],\n", " frameon=False,\n", ")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Diffusion maps visualization" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The computed diffusion components can be visualized with the following snippet." ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:45:54.339830Z", "start_time": "2022-06-15T17:45:54.120703Z" }, "execution": { "iopub.execute_input": "2024-05-15T20:27:26.774532Z", "iopub.status.busy": "2024-05-15T20:27:26.774166Z", "iopub.status.idle": "2024-05-15T20:27:26.959195Z", "shell.execute_reply": "2024-05-15T20:27:26.958478Z", "shell.execute_reply.started": "2024-05-15T20:27:26.774509Z" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "palantir.plot.plot_diffusion_components(ad)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Running Palantir" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Palantir can be run by specifying an approxiate early cell. \n", "\n", "Palantir can automatically determine the terminal states as well. In this dataset, we know the terminal states and we will set them using the ```terminal_states``` parameter\n", "\n", "The start cell for this dataset was chosen based on high expression of CD34." ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:45:54.344799Z", "start_time": "2022-06-15T17:45:54.341771Z" }, "execution": { "iopub.execute_input": "2024-05-15T20:27:26.960468Z", "iopub.status.busy": "2024-05-15T20:27:26.960098Z", "iopub.status.idle": "2024-05-15T20:27:26.964588Z", "shell.execute_reply": "2024-05-15T20:27:26.963950Z", "shell.execute_reply.started": "2024-05-15T20:27:26.960446Z" }, "tags": [] }, "outputs": [], "source": [ "terminal_states = pd.Series(\n", " [\"DC\", \"Mono\", \"Ery\"],\n", " index=[\"Run5_131097901611291\", \"Run5_134936662236454\", \"Run4_200562869397916\"],\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The cells can be highlighted on the UMAP map using the `highlight_cells_on_umap` function" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:46:54.740769Z", "start_time": "2022-06-15T17:46:54.672732Z" }, "execution": { "iopub.execute_input": "2024-05-15T20:27:26.965661Z", "iopub.status.busy": "2024-05-15T20:27:26.965330Z", "iopub.status.idle": "2024-05-15T20:27:27.044458Z", "shell.execute_reply": "2024-05-15T20:27:27.043692Z", "shell.execute_reply.started": "2024-05-15T20:27:26.965641Z" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "palantir.plot.highlight_cells_on_umap(ad, terminal_states)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:46:04.989686Z", "start_time": "2022-06-15T17:45:54.348343Z" }, "execution": { "iopub.execute_input": "2024-05-15T20:27:27.045346Z", "iopub.status.busy": "2024-05-15T20:27:27.045185Z", "iopub.status.idle": "2024-05-15T20:27:41.544617Z", "shell.execute_reply": "2024-05-15T20:27:41.543938Z", "shell.execute_reply.started": "2024-05-15T20:27:27.045331Z" }, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Sampling and flocking waypoints...\n", "Time for determining waypoints: 0.0031865517298380534 minutes\n", "Determining pseudotime...\n", "Shortest path distances using 30-nearest neighbor graph...\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/fh/fast/setty_m/user/dotto/mamba/envs/da2/lib/python3.10/site-packages/joblib/externals/loky/backend/fork_exec.py:38: RuntimeWarning: os.fork() was called. os.fork() is incompatible with multithreaded code, and JAX is multithreaded, so this will likely lead to a deadlock.\n", " pid = os.fork()\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Time for shortest paths: 0.208814803759257 minutes\n", "Iteratively refining the pseudotime...\n", "Correlation at iteration 1: 0.9999\n", "Entropy and branch probabilities...\n", "Markov chain construction...\n", "Computing fundamental matrix and absorption probabilities...\n", "Project results to all cells...\n" ] } ], "source": [ "start_cell = \"Run5_164698952452459\"\n", "pr_res = palantir.core.run_palantir(\n", " ad, start_cell, num_waypoints=500, terminal_states=terminal_states\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Palantir generates the following results \n", "1. Pseudotime: Pseudo time ordering of each cell\n", "2. Terminal state probabilities: Matrix of cells X terminal states. Each entry represents the probability of the corresponding cell reaching the respective terminal state\n", "3. Entropy: A quantiative measure of the differentiation potential of each cell computed as the entropy of the multinomial terminal state probabilities" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Visualizing Palantir results" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Palantir results can be visualized on the tSNE or UMAP using the `plot_palantir_results` function" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:46:05.545452Z", "start_time": "2022-06-15T17:46:04.998408Z" }, "execution": { "iopub.execute_input": "2024-05-15T20:27:41.546520Z", "iopub.status.busy": "2024-05-15T20:27:41.546108Z", "iopub.status.idle": "2024-05-15T20:27:42.240425Z", "shell.execute_reply": "2024-05-15T20:27:42.239132Z", "shell.execute_reply.started": "2024-05-15T20:27:41.546493Z" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "palantir.plot.plot_palantir_results(ad, s=3)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Terminal state probability distributions of individual cells can be visualized using the `plot_terminal_state_probs` function" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:46:53.026133Z", "start_time": "2022-06-15T17:46:52.866419Z" }, "execution": { "iopub.execute_input": "2024-05-15T20:27:42.242597Z", "iopub.status.busy": "2024-05-15T20:27:42.241912Z", "iopub.status.idle": "2024-05-15T20:27:42.411623Z", "shell.execute_reply": "2024-05-15T20:27:42.410893Z", "shell.execute_reply.started": "2024-05-15T20:27:42.242554Z" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cells = [\n", " \"Run5_164698952452459\",\n", " \"Run5_170327461775790\",\n", " \"Run4_121896095574750\",\n", "]\n", "palantir.plot.plot_terminal_state_probs(ad, cells)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:46:54.740769Z", "start_time": "2022-06-15T17:46:54.672732Z" }, "execution": { "iopub.execute_input": "2024-05-15T20:27:42.412691Z", "iopub.status.busy": "2024-05-15T20:27:42.412442Z", "iopub.status.idle": "2024-05-15T20:27:42.472726Z", "shell.execute_reply": "2024-05-15T20:27:42.472058Z", "shell.execute_reply.started": "2024-05-15T20:27:42.412672Z" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "palantir.plot.highlight_cells_on_umap(ad, cells)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Gene expression trends\n", "\n", "Gene expression trends over pseudotime provide insights into the dynamic behavior of genes during cellular development or progression. By examining these trends, we can uncover the timing of gene expression changes and identify pivotal regulators of cellular states. Palantir provides tools for computing these gene expression trends.\n", "\n", "Here, we'll outline the steps to compute gene trends over pseudotime using Palantir.\n", "\n", "**Selecting cells of a specific trend**\n", "\n", "Before computing the gene expression trends, we first need to select cells associated with a specific branch of the pseudotime trajectory. We accomplish this by using the `select_branch_cells` function. The parameters `q` and `eps` are used to control the selection's tolerance. Select small values >=0 to be more sringent and larger values <1\n", "to select more cells." ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "execution": { "iopub.execute_input": "2024-05-15T20:27:42.473768Z", "iopub.status.busy": "2024-05-15T20:27:42.473489Z", "iopub.status.idle": "2024-05-15T20:27:42.562716Z", "shell.execute_reply": "2024-05-15T20:27:42.561940Z", "shell.execute_reply.started": "2024-05-15T20:27:42.473748Z" }, "tags": [] }, "outputs": [], "source": [ "masks = palantir.presults.select_branch_cells(ad, q=.01, eps=.01)" ] }, { "cell_type": "markdown", "metadata": { "execution": { "iopub.execute_input": "2023-06-20T17:40:30.290173Z", "iopub.status.busy": "2023-06-20T17:40:30.289527Z", "iopub.status.idle": "2023-06-20T17:40:30.301699Z", "shell.execute_reply": "2023-06-20T17:40:30.300546Z", "shell.execute_reply.started": "2023-06-20T17:40:30.290121Z" }, "tags": [] }, "source": [ "**Visualizing the branch selection**\n", "\n", "Once the cells are selected, it's often helpful to visualize the selection on the pseudotime trajectory to ensure we've isolated the correct cells for our specific trend. We can do this using the `plot_branch_selection` function:" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "execution": { "iopub.execute_input": "2024-05-15T20:27:42.566080Z", "iopub.status.busy": "2024-05-15T20:27:42.565774Z", "iopub.status.idle": "2024-05-15T20:27:43.403836Z", "shell.execute_reply": "2024-05-15T20:27:43.403142Z", "shell.execute_reply.started": "2024-05-15T20:27:42.566061Z" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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HXRcvK/QyiIiIckZVVYT7+hGKxCAAsFqMkGUFbZ0BxBPy0HZ6nYSaShdcDkvhFkvTVkE70V977TXcddddePvtt9He3o7nnnsO559/ftp9Xn31Vdxwww3Yvn07qqur8Z3vfAdXX311fhaskT8YQWuHP6/fqHv27MHy5ctx8MEH48knn0R9fT22b9+OG2+8ERs3bsSWLVtQUlKSk3OnE4/Hodfrxzz+pz/9CRdeeCHOPPNMPPHEE1iwYAG6urrw9NNP4wc/+AE2bNiQ97USEdHMJisqGpp96A72w9sXQyAShygIWFZXgmX1JZAVFc/8uxnb9vlh0ouYXzFYzO6PKzhyngsXHDsPja0BdIf60RWM4s0PexGMJqCTBAjCYAeow2KAx2lC/4CMv23vQH9Ce6/C3u5I2o+/tz+o+VgvvdM+/gffGvnP/d5+vP5Bb8pNB1RgIJqAP5oYeizUL6PF15/m7HG0+CZe44CsoG9g5HH6ZaA/koAvkkCrvx9AKO0xmnvTrYNmk8iAjAgL6Cn9Y2c3bnxyKwvpREQ0I/mDEexv90GWhzdSpH4PGU/IaGrpRd0csJBOGStoEb2vrw9HHnkkLrvsMlx44YUTbr93716cffbZuOqqq/Cb3/wGr7/+Oq655hqUl5dr2j8f/MEImlrG/iGa62/Ur3/96zAYDNi0aRPMZjMAYN68eTjqqKOwYMECfP/738dDDz2E0047Dc3Nzbj++utx/fXXAxi8Ypf08ssvY/Xq1di/fz8+9rGP4bHHHkNVVdXQxx977DHceeed2Lt3L+rq6nDttdfimmuuAQA0NTWhvr4eGzZswIMPPogtW7bgoYcewmWXXTZirZFIBJdddhnOPvtsPPfcc0OP19fX4/jjjx/RDd/Y2Ihvf/vbeO2112C1WnHGGWdg3bp1KCsr0/S83HzzzXj00UfR2dmJ0tJSfPazn8W9996b2ZNLREQ5IysqtjZ58daeXnQG+uFxmnBMfSmW1ZdAOtDpPJBQ8Ox/9qHVF0GN24Lzj5mL91r82LrXC0VVYTfpEYzE0RmKAipQ4TTBbTGgxGZEqc0IRVXxh7f3498f9iIyII9Zw2Ov7YFBJ2IgMX4H86s7u3Dvpvdz9jwQEeXSP3Z2IzogM9qFiIhmlPFqcBNpaffBaTcz2oUyUtAi+sqVK7Fy5UrN2z/88MOYN2/eUHTH4sWL8dZbb+GnP/3puEX0WCyGWCw29O9gUHsXV6ZUVUVrhz/tNq0d/qx/o3q9Xrz88su4/fbbhwroSZWVlfjiF784VNj+/e9/jyOPPBJf+cpXcNVVV43YNhKJ4Kc//Sl+/etfQxRFfOlLX8K3v/1tPPHEEwCARx55BDfddBPuv/9+HHXUUfjvf/+Lq666ClarFZdccsnQcb773e/iZz/7GR577DEYjcYx63355ZfR09OD73znOyk/H5fLBQBob2/Hqaeeiquuugp33303otEovvvd7+Jzn/sc/va3v034vDzzzDNYt24dfve73+HQQw9FR0cHtm3bNuF+REQ0vtHd3L6+AXQHYymL38ntk5EmHf7BLtFkhnRDsw+/faMJsVHF6//7x144zDqsOe8wvNfix5NvNEEZ1tD985d3Zf3zSldAJyKaCe7ftAs3fmpJoZdBREQ0IS0RyVpqcONJyAo6eoKoKndmYbU0W0yrwaL/+te/cMYZZ4x47Mwzz8SvfvWrcWND1q5di1tuuSUv6wtHYiMiXFKJJ2SEIzHYrdnLyP7ggw+gqioWL16c8uOLFy+Gz+dDd3c3KioqIEkS7HY7KisrR64tHsfDDz+MBQsWAAC+8Y1v4NZbbx36+I9+9CP87Gc/w2c+8xkAg53jjY2N+MUvfjGiiL569eqhbcZbLwAsWrQo7ef10EMPYdmyZfjxj3889Nijjz6KuXPn4v33358wN33fvn2orKzEJz7xCej1esybNw/HHXdc2n2IiGazZIG8NxyD22IABMDXN4BSmxFLa914bWcX1m3cga5gLOX+w4vfK5Z4sLmxE2uffw/BYVEgw7dNJxhNYM2Ghmx8WkREBGC/t6/QSyAiohkg1zMAtUYka6nBpdPZHYTZqGesC2k2rYroHR0d8Hg8Ix7zeDxIJBJDgzRHW7NmDW644YahfweDQcydOzcn60to/ObVul22JONaJvqhZrFYhgroAFBVVYWuri4AQHd3N/bv348rrrhiRAd7IpGA0znyyt0xxxyjaT0Tefvtt7F582bYbLYxH9u9e/eERfSLLroI99xzD+bPn4+zzjoLZ599Ns4991zodNPqZU9ENCXDo1Cq3WYsKLfDFx2ALzwAt9WAcodJU4HcadYjEI1PeL5k8fuLJ9XhidebsvzZEBHRZM0tsRZ6CURENM3legZgJhHJ2ait5SItgmauaVdNTHX7RqrHk4xGY8pIkVzQ6bRlDGrdTquDDjoIgiCgsbEx5WDWnTt3wu12T5gjPrqTXxCEoedXUQZvc3/kkUdw/PHHj9hOkkZ+PlZr+jfoyeL3zp07sXz58nG3UxQF5557Lu64444xH0t1wWS0uXPnYteuXXjllVfwl7/8Bddccw3uuusuvPrqqynvWiAiKiYDCQVP/7sZ2/b5YDHosPLIahwzvxQAsHWvF1ubvACApbVuQAUa9g1OclxWX4JldYORKvdt2jUmCiUVLQVyLQX04VhAJyIqLt8445BCL4GIiKYpVVXR0R1EZ8/YiORszQBUVRX729JPpx9e9O6Pjb3bNVO5SIugmWtaFdErKyvR0dEx4rGuri7odDqUlpYWaFUfsVmM0OuktLeT6A/c6pJNpaWl+OQnP4kHH3wQ119//Yhc9I6ODjzxxBP48pe/PHShwWAwQJYzu2Ln8XhQU1ODPXv24Itf/OKU1nvGGWegrKwMd95554jBokl+vx8ulwvLli3Ds88+i7q6ukl3j5vNZpx33nk477zz8PWvfx2LFi3Cu+++i2XLlk3pcyAiyobh8SmlNiMOn+vCtmYffvG3D/BeS2DEti+90w6DToQkAtGB8fO7H3ttD5xmPY6odeEfO7s1rSPTAjkREU0vJy8q51BRIiJKa7yYllTd56lMtau7oycIWUk/pyhZ9JZlJWVBfzLynRZB09e0KqIvX74cL7zwwojHNm3ahGOOOaYoOosFQUBNpSvtZOCaSldObhO5//77ceKJJ+LMM8/Ebbfdhvr6emzfvh033ngjampqcPvttw9tW1dXh9deew2f//znYTQaJ+xQT7r55ptx7bXXwuFwYOXKlYjFYnjrrbfg8/lGROZMxGq14pe//CUuuuginHfeebj22mtx0EEHoaenB0899RT27duH3/3ud/j617+ORx55BBdffDFuvPFGlJWV4cMPP8Tvfvc7PPLII2M64Edbv349ZFnG8ccfD4vFgl//+tcwm82ora3VvFYiotFGF76X1rohicLgAM0mL97a04vOQD8qHCa4LHo4rHrsaBl8gzenxIILj5sHg07E5sbOMfEpAoB0TeNah18GonHNBXQiopnAYpDgthnQ6o0WeilF5+RF5bjrYjaQEBHR+FIVyiVRgM1mQiCo7XfreF3dyeJ8PJ5AQlagkyTo9RKsZgP6ogNIJGRIkohujUXxgYE4OrpD2j+5CWQ7LYJmroIW0cPhMD788MOhf+/duxcNDQ0oKSnBvHnzsGbNGrS2tuLxxx8HAFx99dW4//77ccMNN+Cqq67Cv/71L/zqV7/Ck08+WahPYQyXw4K6OchpRlQqCxcuxFtvvYWbb74Zq1atQm9vLyorK3H++efjpptuQklJydC2t956K7761a9iwYIFiMVimjPKr7zySlgsFtx11134zne+A6vVisMPPxyrV6/OeL2f/vSn8cYbb2Dt2rX4whe+MJRV//GPfxy33XYbAKC6uhqvv/46vvvd7+LMM89ELBZDbW0tzjrrLIiiOOE5XC4XfvKTn+CGG26ALMs4/PDD8cILLxTFXQtEVBiyouKtPb3YuK0Nff0DAASUO0yodlsAqOgI9H+UGx4ZgK9vAG6bAaVWIyAAr7/fjZe2tcEf+ahzu8JhxCcPr8KftrZq6ui+b9MunHRIecoit7afxkSUCZdJRH9ChayqcJj1qHSYMN9jw96uPvgiA1AUwOMwoCs8AG8wBllVYdCJcFkNcFsMWOCxwhuOQwEwEJfhsuohYPB9iCAAlS4zltWVIJFQ8OS/mrCvNwKrSYcj5jjhsBqgqCr2dITQ2BaEogJzS8yocBiwq70PA7KCeCKBWFzBgDz4M0AAYNEBsipAweBazAYdIrEErAYJFS4zlsxxYk9HGN2hKALRBBRVRTyhQoACl9UIs05Aiz+GgYQKnQhYDMnPR48Wbwx9A3EIEFBdYobHbkI0LmNfbx8SsgqTXkSZw4SDKmwwGiW8vqMbgf44oALzyqw4dXEFFpTb8adtrXhrdy/6YjKUA+tOtokIIiACcJl0MJl06A7GAAGw6EVUOE0I98tQVBX+vjgGEgoEYXCNbqsReklAsF9GQpYRl1XIigK9JMJskBBXVOgEEdUuMwRx8MJitduCs5fW4Jj5pZBEAeH+BG79/Tto9UVQ6TDCZTVi234/ApEBGHQCakutOG5+GT7sCuG9/QFEBhIYkBVIAuC0GGA16BEZiCMWV2DUi7Aa9ah2GfFeaxDBSByqIMBukiBCgKIqUFUBRr0Ek0FCiUUPQRQQSygw6yUcUuOAw6zH+61BvLvfj0A0DllRIYmA1aiHx2lEMJqAqqoQBAF2sx7dgX70xeKIy0DiwC8FnQDYzRL64wriBx5UAcgpfmkIOPBcWgw4ZkEprjtrMTvQiYgorfFyyGVF1VxATxrd1a21iz0Tkf541o6Xi7QImrkEVWsFNQf+/ve/Y8WKFWMev+SSS7B+/XpceumlaGpqwt///vehj7366qu4/vrrsX37dlRXV+O73/0urr76as3nDAaDcDqdCAQCcDgcIz7W39+PvXv3or6+HibT1PKQcj2tmIpfNl9PRDQ1sqLiV3//EP/3j72QJwoIp1nJoBM1d/pPliQAC6vsOKTSjuiAjFAsgQ5/FKqiQhAFVLrMcJj0qC+3YU9XGO3+CGLxwUKi1azD/DIbwgMJNHX3wWKQ4DQZIAsKWnujMOklGPUiXBY9bCYDPnloJfb29OGdfT5EBgbzIs16CeUOExbNcaBxXwDb9vuRkGXMK7WirtyGnlAMA/EE3m7yoS8mQ1UHi3cWkw4Okw6xhIJIXIbTrMfCKgf04uD7GhVAbziGtt4IEqoKk14Hl1kHk0EHl80ASRBQ7jAiGB3AtmY/OgP9UFQVeklEidUAWVHQG45jQFZhlACzUQeLQQeXVQ+n2YjuUD+CkRhkBTDpRUg6Cf0DMkx6AaU2IwQIGFAU6EUR4f44ogMKKl0mfGF5PY5bWAZJ5PsvIiIiolRUVUXjB+1ZK0ovqC2H3WpKm6E+VUaDhNhAdtZbN6c0Z82uNPMUtIheCPkqohPx9USUH8kYla17vVAOdJqW2o0ot5uwtNaN13Z24aZn38l5gZRG+uJJdVMaLmoxSPjBBYfjvRa/puGomTDrRaxYUolyhxGiIGBZXQmW1ZdAVlQ88+9mbNvnh0kvYn7FYDG7P67gyHkuXHDsPDS2BtAd6kdXMIo3P+xFMJqAThIgCIMdoA6LAR6nCXPcFtSX2/DOfj8ADJ2DBV0iIiIiKhahcBS79/Vk5Vh6nYQlC6sQCEWz3n2eC+WlNtR43IVeBk0jLKIPw6InZRNfT0S5k8wlf21nF/60tQV943QiOMw6BKNTn9pOH5noOXWa9fjeeYdixRIPNjd2Yu3z72X0NdCLAr58Sj0uP/WgoYLzQELBs//Zh1ZfBDVuC84/Zi7ea/EPXTixm/QIRuLoDEUBFahwmuC2GFBiM6LUZoSiDr5eABaziYiIiKg45TvRwB+MoLnVqznidyJ1cwajc9PNCSwmyaI/UyNIKxbRh2HRk7KJryeiqRs+xNNtNQAq8PoHY3PJKTvSFcg9DhNWr1yEUxZVoKHZh+5gP7x9Mfj6BtAdjMHjNOGY+tIxBWpZUbF1rxdv7e1Fh38wUzGZIQ0V2NrsRWegHx6XCcfUjd2fiIiIiGimS5UdPtXZeumK8uPloE+GThIxp8oNp92c1WiYfEjGzxBpUdDBokRERKnIior1r+3Ghi3N7CSfgpMXleP1Xd0TRqGMLpD3hmNwWwyAAPj6BlBqM2JprXuouH10fUn6Aw4jiQKOXVCKYxekHup8/MIyzcciIiIiIpppxitoxxMymlp6UTcHGRfS0xXlnXYzWtp9U143AHjKHagsc0AQBIT6+qdVAR0YOwiVKB0W0YmIKO+SHebdwX74+gZgN+uwozUIQEV/XME/dnUjGGWn+WhGnQhRBKID6fPdh0eqDI9CqXabsaDcDl90AL7wANxWA8odpkkXyImIiIiIaPJUVUVrhz/tNq0dfjjtZs2xIxMV5Z0OMxLy1OdFlZfaUFnmGOp2j8am399vOp1U6CXQNMIiOhERZcXowrjTokcgEofTqkegLz5UsPVHBvDzl3aiKxgr9JIL6uRF5djVFhzxPAgARjeN60QBh8114rJTFuCY+YPd3Fv3erG1yQsAWFrrBlSgYd+BzO/6Eiyr+ygSxaATcfGJdbn+dIiIiIiIKEPhSGzC7u14QkY4Ehs3dmREbIskTthlHghGJ73e4bz+CHz+SFYK8oWgPxBxM1q+s+lp+mARnYiINEt2Nbd4IwCAQ+c64XGYZ3Vh3OMw4ROHV+JPW1sR0NA9LwrAxSfW4ZtnHDIi873UZsThc13Y1uwbKpCPLognpYpHYSwKEREREdH0ojVOZLztUsW25Is8TYvnSVUVzjHF8Vxk09PMwSI6ERFpct+mXXjyjaYR+drPvrm/cAsqILdFjzOOqMYpiyqGolCu+cTB2NrkxVt7etEZ6EeFwwSXRQ+HVY8dLUEAwJwSCy48bh4MOhHAYF746PiUdPnhREREREQ0c2iNE0m1XTaHg85kggCoKWZE7WvzIhobQI3HDSA32fQ0s7CITkREKQ3vkn5tZyf+8l5noZc0aQadiIFE6k4Js17EqUs8OKjCho5A/0e54ZEB+PoG4LYZUGo1jjtkM0kSBRw7vxTHzh9bAP/U0lx8VkRERERENJ3ZLEbodVLaTvJUsSNastQJkCQRbocZPb6+lB/v7g0DKmC3mbC/zZv2WJlm09PMwyI6Dbn55pvxhz/8AQ0NDYVeyhj5XJsgCHjuuedw/vnno6mpCfX19fjvf/+LpUuX5vzcRMVic2Mn1m3cMe3jWTwOE1avXIRTFlXgrT292LitDX0DCZQdiE7xOM0pC+JERERERES5JggCaipdaTvKaypdYwq3WrLUCajxOLGvLX1GfLc3jG5veMJjTZRNTzMfi+g5MjrnNtdFmq6uLvzgBz/Axo0b0dnZCbfbjSOPPBI333wzli9fnrPzplOIovyzzz6L++67D//9738hyzLmz5+Pz372s/jGN76BkpKSiQ9ANIslf269trMLG7Y0F3o5GXFZ9DiqrgTzSi1wmPUotRtRbjeN+Nl7/EFlOP4g5oYTEREREdHUTTSAUuuASpfDgro5SJnFXeK2QlVVhPr6R+yvNUt9tuuLDmT1eHzeZzcW0XMgVQdnhcOI61cuxoolnpyc88ILL0Q8Hsf//d//Yf78+ejs7MRf//pXeL3pb0eZSb7//e/jjjvuwPXXX48f//jHqK6uxgcffICHH34Yv/71r3HdddcVeolERSc5KPQ/u3vw7v4AwrFEoZeUsXOWVuPYBaVjiuZERERERES5MNEAykwHVLocFjjt5qGie38sgR5vCJ3dwaFtdJKIOVVuuBwWzVnqs93AQHb/vuXzPruJhV7ATLO5sRNrNjSMiUDoCsawZkMDNjdmP1PY7/fjn//8J+644w6sWLECtbW1OO6447BmzRqcc845Q9sFAgF85StfQUVFBRwOBz7+8Y9j27ZtaY/92GOPYfHixTCZTFi0aBEefPDBER9vaWnB5z//eZSUlMBqteKYY47Bv//9b6xfvx633HILtm3bBkEQIAgC1q9fr3kdP/nJT+DxeGC323HFFVegv78/7Tr/85//4Mc//jF+9rOf4a677sKJJ56Iuro6fPKTn8Szzz6LSy65ZGjbF154AUcffTRMJhPmz5+PW265BYmEth+sPp8PX/ziF1FeXg6z2YyFCxfiscce07QvUbG5b9MunHbbK/j5y7vwrw97i7qAbjFIsBhGvmFxmvVwmHX4c0Mbbn72XXx9/Zu4YN2rOfk5S0REREREBHw0gHJ0nEpyAGVrpy/tx9u7AlBTTLoUBAF2qwmCIKCzJwhZGblNQlbQ1NILfzAylKVO6RkM2esdTpVNT7MLO9GzSFZUrNu4I+0292zciVMWVWS1U9Jms8Fms+EPf/gDTjjhBBiNY7+pVVXFOeecg5KSErz44otwOp34xS9+gdNPPx3vv/9+yqiTRx55BDfddBPuv/9+HHXUUfjvf/+Lq666ClarFZdccgnC4TBOPfVU1NTU4Pnnn0dlZSW2bt0KRVGwatUqvPfee3jppZfwl7/8BQDgdDo1reOpp57CTTfdhAceeAAnn3wyfv3rX+Pee+/F/Pnzx30OnnjiCdhsNlxzzTUpP+5yuQAAL7/8Mr70pS/h3nvvxcknn4zdu3fjK1/5CgDgpptumvC5/sEPfoDGxkZs3LgRZWVl+PDDDxGNRifcj6gYDCQUPPPvZjQ0+7CrI4jOQPHmnQsATj/Mg1MWeYYisQAMxWTt7+3DI5t3j9kvecFy7aqlObvzh4iIiIiIZictAz27e9Pna3f2BNHjDaGs1I7KMseYCJj9E2R472/zwXmIGS6necJzzWaiIKCq3IHecYaKZqra4+RQ0VmORfQsamj2TTiErzPYj4ZmH46uz14+t06nw/r163HVVVfh4YcfxrJly3Dqqafi85//PI444ggAwObNm/Huu++iq6trqMj+05/+FH/4wx/wzDPPDBWSh/vRj36En/3sZ/jMZz4DAKivr0djYyN+8Ytf4JJLLsFvf/tbdHd348033xwqwh900EFD+9tsNuh0OlRWVg499re//W3Cddxzzz24/PLLceWVVwIAbrvtNvzlL39J243+wQcfYP78+dDr9Wmfq9tvvx3f+973hjrT58+fjx/96Ef4zne+o6mIvm/fPhx11FE45phjAAB1dXUT7kNUDO7btAu/fb0JY/sd8s/jMOHaMw+By2pAd7Afvr4B2M067GgNAlAxp8SKC4+bB4Nu7M1SR9eXQFZUXLDu1bTnyMUFSyIiIiIimt2yNdBTVlR0dgfR0xvG3Gr3UMRLIBSBrCgT7KsgFI7CH2BDXzp2mxG79nRl7XhtnQEIgpAyjodmBxbRs6g3rK2rU+t2mbjwwgtxzjnn4B//+Af+9a9/4aWXXsKdd96JX/7yl7j00kvx9ttvIxwOo7S0dMR+0WgUu3eP7ebs7u7G/v37ccUVV+Cqq64aejyRSMDpdAIAGhoacNRRR2U0sFPLOnbs2IGrr756xMeXL1+OzZs3j3tcVVU1XRF8++238eabb+L2228fekyWZfT39yMSicBiSf/D8Gtf+xouvPBCbN26FWeccQbOP/98nHjiiROelyjfZEXF1iYvtu714s3dvXivNZDT86UqjDstegQicTitegT64nBbDSh3jJ9b/qmjtJ2rUBcsiYiIiIhodsv2YElZGYxoqZsD9EVjmjvLvYFIVor5M1kglD4WOFPJOJ66OWAhfZZiET2LSm3aspG0bpcpk8mET37yk/jkJz+JH/7wh7jyyitx00034dJLL4WiKKiqqsLf//73Mfslo06GUw5c+XzkkUdw/PHHj/iYJA3mbpnN5ozXmOk6tDr44IPxz3/+E/F4PG03uqIouOWWW4a664czmUwTnmflypVobm7Gn//8Z/zlL3/B6aefjq9//ev46U9/Oum1E2WTrKh49NUP8et/NmEgkb6DYbLOWVoNk37w58Chc53wOMx5HehZyAuWREREREQ086iqOjTUU3cg+zpVo16uBks2tfRmtL2SIlOd8qO1ww+n3cxol1mIRfQsWlrrRoXDmLZD0nOgCzMflixZgj/84Q8AgGXLlqGjowM6nU5TBInH40FNTQ327NmDL37xiym3OeKII/DLX/4SXq83ZTe6wWCALI+8MqplHYsXL8aWLVvw5S9/eeixLVu2pF3vF77wBdx777148MEHcd111435uN/vh8vlwrJly7Br164RsTOZKi8vx6WXXopLL70UJ598Mm688UYW0amgZEVFQ7MPr+3swnNv7c9Z8dzjMGH1ykUFzxov9AVLIiIiIiKaOfzBCFo7/CM6u/U6CTWVrjEdx8mBnoXuAreaDQhmudOatIknZIQjMditEzdi0szCInoWSaKA61cuxpoNDeNus3rloqx3a/b29uKiiy7C5ZdfjiOOOAJ2ux1vvfUW7rzzTnz6058GAHziE5/A8uXLcf755+OOO+7AIYccgra2Nrz44os4//zzhzK+h7v55ptx7bXXwuFwYOXKlYjFYnjrrbfg8/lwww034OKLL8aPf/xjnH/++Vi7di2qqqrw3//+F9XV1Vi+fDnq6uqwd+9eNDQ0YM6cObDb7ZrWcd111+GSSy7BMcccg4997GN44oknsH379rSDRY8//nh85zvfwbe+9S20trbiggsuQHV1NT788EM8/PDD+NjHPobrrrsOP/zhD/GpT30Kc+fOxUUXXQRRFPHOO+/g3XffxW233Tbhc/3DH/4QRx99NA499FDEYjH86U9/wuLFiyf/xSOapOGF85ffaYM/Es/ZuT6/vBYnH1KR127zdIrtgiUREREREU1P/mAkZRf4eNEdgiCgptKVtnPc6TAhEMxdgVsUBJSX2NHj7St4MX+2ynasD00PY6e20ZSsWOLB2lVLUeEY2QHpcZiwdtXSnHRw2mw2HH/88Vi3bh1OOeUUHHbYYfjBD36Aq666Cvfffz+AwR/0L774Ik455RRcfvnlOPjgg/H5z38eTU1N8HhSr+nKK6/EL3/5S6xfvx6HH344Tj31VKxfvx719fUABjvNN23ahIqKCpx99tk4/PDD8ZOf/GQo7uXCCy/EWWedhRUrVqC8vBxPPvmkpnWsWrUKP/zhD/Hd734XRx99NJqbm/G1r31twufhjjvuwG9/+1v8+9//xplnnolDDz0UN9xwA4444oihQaJnnnkm/vSnP+GVV17BscceixNOOAF33303amtrNT3XBoMBa9aswRFHHIFTTjkFkiThd7/7naZ9ibLlr+914Jy7NuPr69/Ehi3NOSugJ39urT5rEY6uLymKAjrw0QXLdHJxwZKIiIiIiGYOVVXR2uFPu01rhx/qgegUVVUR6uuHqqrwlNkhSSNLapIoQpLEnBbQAaC81Ia+6ACcjswjdik7chXrQ8VNUNXZFaQUDAbhdDoRCATgcDhGfKy/vx979+5FfX29pnzsdJJdor3hGEptxqLp4KT8yebriWggoeDZ/+zDxnfa8H57KGfnEQCceHAZvnBifdH/3Nrc2Il1G3eM6EgvlsgZIiIiIiIqbqG+fuxu7p5wuwW15ZBlZUzky3CiIOQtp1yvExHPUYQnTUyvk7BkYRUz0WchxrnkiCQKOLp+bE44EVGm7tu0C0++0QQlx+/Jzllaje+eeygMuulxk9KKJR6csqiCFyyJiIiIiChjWiM5gqEour3htNvkc9AnC+iFVVPpYgF9lmIRnYiowGRFxdYmL7bu9QIAls5zQ5QE+PoG8NrOTvzlvc6cnt9p1uN75x06Lbu3ecGSiIiIiIgmoqoqwpEYEgkZOp0Eq9mgOU/cG4jkeHVENB2wiE5EVECbGzvxk+e3IxDN3WDQ0RZX22Ez6bG42oljF5RiWV3x5J0TERERERFlkz8YSRvFMhFZZuc3faS1ww+n3cxu9FmIRXQiojyTFRVb93rx+zf3Y/OO3HaZD2cxSPjBBYdPy45zIiIiIiKiTPmDETS19BZ6GTSDxBMywpEY7FbOvpttWERPQVF4lZGmjq8jGk1WVKx/bTd+83oTogOT64KYDKNOxJdOqsflpy1gxzkREREREc0KqqqitcNf6GXQDKQ1T59mFhbRhzEYDBBFEW1tbSgvL4fBYODtGZQxVVUxMDCA7u5uiKIIg8FQ6CVRAQ0kFPzuX0145j/N6AoO5OWcLrMeR9WXoK7MimX1JYxrISIiIiKiWScciU06wmU4UQCU/M0NpWlAp5MKvQQqABbRhxFFEfX19Whvb0dbW1uhl0PTnMViwbx58yCKYqGXQgVy36ZdeOL1pryd76SDy/GFE+uwtNbNojkREREREc1q8Xh2uoVZQKfh9DoJNoux0MugAmARfRSDwYB58+YhkUhAlnl7Bk2OJEnQ6XS8k2GWkhUVNz27DX95Lz95526LAd/+1GKcfmhlXs5HRERERERUzJLDRKnwBAFQZ9CFiJpKF2s9sxSL6CkIggC9Xg+9Xl/opRDRNLO5sRM/e7ERPaHcR7ecdHAZvnBiPTvPiYiIiIiIDuAw0eIyUwrooihgblUJXA5LoZdCBcIiOhFRlmxu7MSaDQ05P4/NpMML3zoNZgNz2IiIiIiIiJI4TBSwW40I9cUKvYwZR1FU7G/3oj8Wh8mog+5ArAu70mcPFtGJiCZBVlQ0NPvQG46h1GbE4XNdWLdxR17O/f1PH8YCOhERERER0SjZGiaaCQFAMTVbR6IDEAUBisYWcE+ZHSajHs2t3hyvbPpTFBWdPcGhf+t1EmoqXexOnyVYRCciytBf3+vAXX9uhD8SH3rMZdGP+PdkrVjiwfnL5uCdFj+e/nczgtHE0Mc8DhNWr1yEFUs8Uz4PERERERHRTJPIcwEdKK4COjDY8JWJaH8cPb6+HK1mZosnZDS19KJuDlhInwUEVZ0p6UTaBINBOJ1OBAIBOByOQi+HiKaRXA4MdZr1+N55h44okI/udmf2ORERERER0fhCff3Y3dxd6GXQLKPXSViysIrRLjMcO9GJiFKQFRVbm7zYunfwljZRBJ7a0oxQf3Y7Gw6b48BXTz8Yy+pKxhTIJVHA0fUlWT0fERERERHRTGWzGKHXSXmPdKHZLZ6QEY7EYLeaCr0UyiEW0YmIRvnrex348R/fQ99Abt94XXTcXHzrnCU5PQcREREREdFsIQgCqj1O5ntT3hUiSojyi0V0Ipr1hnedv7mnF++1BPJy3tOWVOblPERERERERLOFThILvQSahXQ6qdBLoBxjEZ2IZrV8dZ2P5nGYsLTWnddzEhERERERzXShSKzQS6BZRq+TYLMYC70MyjFeniOiWeu+Tbvw/ae35aSAvmKxJ+3HV69cxCGhREREREREWca/sijfaipdHCo6C7CITkSzzkBCwS3PvoMnXm/K2Tk+e/w8rF21FBWOkVejPQ4T1q5aihVL0hfZiYiIiIiIKHNWdgRTDjhsg0Nrh9PrJNTNKYXLYSnQqiifGOdCRLPKvS/vxG/faM7pOZJRLZIo4JRFFWho9qE3HEOpzTj0OBEREREREWWf3WqCJIqQFaXQS6EZJBiOoazECqfdgkRChu5AhAs70GcPFtGJaFaQFRVfe/TfeGd/7oeGnnd0zdD/S6KAo+tLcn5OIiIiIiIiAgRBwNxqN5paegu9FJpherx9sJqNcDuthV4KFYCgqqpa6EXkUzAYhNPpRCAQgMPhKPRyiCgPXnm3HT967l0MyPn7cecw67HqhHm49JQF7DwnIiIiIiLKM38wgpZ2HxIyO9JnEwFALv/yl0QRhx1SzQ70WYiZ6EQ0o9345Fb84Jl3clJAL7cbcMVpC1J+LBiN45HNu7Hyzr9hc2Nn1s9NRERERERE43PazaitKUFFmR1OuwmSxBLYbCBM0MTmsJkwf24pxEkWwWVFQTgSm9S+NL0xzoWIZhxZUdHQ7MMTr+/FGx/05Ow8q89ajJ+/vDPtNsFoAms2NHCYKBERERERUZ74gxG0dvgRT8hDj0miAEEQMMsCGWYdRUn/9Q2G+xHui0GZwusgMex1RbMHi+hENKNsbuzEuo070BWc2pVho07E+cfMhcOswx/e2o/u0MDQxzwOE1avXASHWa/5PPds3IlTFlUw2oWIiIiIiCiH/MFIyjx0eYLiKk2NyahHfyxe6GVoMpUCOgBEY3Ho+vo5YHSWYRGdiGYEWVGx/rXdeGTz7ikf6/JT5+OK0w4aKnhfesoCNDT70BuOodRmxNJaNyRRwKZ32zUfszPYj4ZmH4eMEhERERER5Yiqqmjt8Bd6GbNSIQvoggDk8waDrp4QunpCQ/+WRBFzqlwcODrDsYhORNNSMrKlNxzD/t4+PPfmPvSEp/5L+/aLjsTph1WOeEwShZTF71KbMaNj94aZm0ZERERERJQr4UhsRIQLzQ52qxHBAv69LSsKmlu9iPQPoMbjLtg6KLdYRCeiaSdbkS2jrTqhdkwBPZ2ltW5UOIya15Fp0Z2IiIiIiIi0Y1b17FTIAvpw3b1hWExGuJ2WQi+FcoCjiYlo2pAVFb/6+4dYs6Eh6wV0ADhlUUVG20uigOtXLta0rcdhwtJaXpEmIiIiIiLKFZ1OKvQSaJZr6fBxeO0MxU50Iip6ybzz321pRiiayMk5JlvkXrHEg7WrluInz29HIDp+nMzqlYs4VJSIiIiIiCiHbBYj9DopbaSLJIoQRYGxL5QTsqwgHInBZjEiHIlx+OgMwiI6ERWlgYSCZ/+zD//e3YOte30YkJWcnm8qRe4VSzw4ZVEF1r+2Gxu2NCM4rNDvcZiweuUirFjiydZSiYiIiIiIKAVBEFBT6UJTS++425S6rQBUdHv72DFMOREIRbGv1TviQo1eJ6Gm0gWXg1Ev05WgzrKfGMFgEE6nE4FAAA6Ho9DLIaJhksNCf/tGE974oDsv07WzXeQePvC01GbE0lo3O9CJiIiIiIjyyB+MoLXDz25zKjp1c0pZSJ+m2IlOREXhr+914K4/N8IfGT8SJRsqHEb84PzD4YsM5KTILYkCjq4vydrxiIiIiIiIKDMuhwVOuxkdPUF0dgcLvRyiIa0dfjjtZka7TEMsohNRwd23aReeeL0pL+e6fuViHLugNC/nIiIiIiIiosLx+voKvQQqEpIkQp5ETKwoAEoW75KPJ2SEIzHYrabsHZTygkV0Iiqol99pz0sBndnkREREREREM5uqqkPDHOMH/qOJiaIAm9WIYKi/0EvJOkkUMbfaDQBps/IlUYSsfFRkFwUBiqpmtYCelODrclpiEZ2ICubnL+/Ek2805+z41515CErtRmaTExERERERzXDMQc9MqcsCURIhCgIsZgP2tXoLvaSsspj0qKxwwm41DUWn1M3BmNdIcuCnqgItHb6hbnUlh0PadDopZ8em3GERnYgK4t4cF9ArHEZ87oRaFs6JiIiIiIhmOH8wkrbLmMbyB6OQc9FmXSRsNhMcNvOIx5JZ+cm7FXQ6CTaLEYFQFM2t+Xn96A+ck6YfFtGJKO9eebcdv81hAR0YzD5nAZ2IiIiIiGhmU1UVrR3+Qi9j2pnJBXQAsI9TqBYEYUQeebZfPxNlqFd7nGOK+BwyOj2wiE5EeSErKhqafXhtZxc2bMldAd1h0mHNpw9j9jkREREREdEsEI7EGOFCI0iSANsEgzuT+fnhvv6svn6cdgscdhPaOgNjYmNcTnPKx2sqXXA5LGnXyaJ74bGITkQ5NZBQcMcL2/G37Z2IxnP/xub2VUtx7PzSnJ+HiIiIiIiICo9DGmm0shL7UKE5VRE6EIrmLD/fF4wgGI6irMQOq8UAWVag00lIJJSUkTHxhIymll7UzcGYQnqqnP+Jiu6UOyyiE1FOyIqKm57dhr+81zml49S4zTjhoDKoqorfv9Uy4fa+voEpnY+IiIiIiIimDw5ppNFMhsFyZ6oitCSJQ8NDc0VWVHT2BCFJIuZWuWGzGNH4QXvafVo7/HDazUPF//Fy/pNF99oaFW6nNSfrp9RYRCeirNvc2Ilbn3sH0YGp/2L66ukLccbhVXh7r1dTEb3UxgEdREREREREs4XNYoReJzHShYZIkoj2rgA6e4JjPpbrAvroczW19MJT7pjw9RlPyOjoDqKqwqkpp7251QtAgNvJjvR8YRGdiLJqc2Mn1mxoyNrxkkXxpbVuVDiM6ArGxt3W4zBhaa07a+dm9hgREREREVFxEwQBNZWulF27NDWiKECZZgNIJVFEc6s3r8XyifR4Q5q26+wJwmzSQ5JETReFkvEwLKTnh1joBRDRzCErKu7euCNrxxteFJdEAdevXJx2+9UrF0ESs1Pk9gcjaPygHbubu9Hc6sXu5m40ftAOfzCSleMTERERERFRdrgcFtTNKYVOYpkrm6ZbAR0AZEUpqgI6AMiy9uextcOPeAbz5Jpbe+EL9E1mWZShgv90efDBB1FfXw+TyYSjjz4a//jHP9Ju/8QTT+DII4+ExWJBVVUVLrvsMvT28mojUTFY/9pudKfpFM/U6KL4iiUerF21FBWOkZEtHocJa1ctxYolnqycN5k9NvrKbzJ7jIV0IiIiIiKi4uJyWHDowdXwlDsmtb9OEuEpm9y+VHjZvGe8oswOT5kd2bwRXWvDXzwhIyFnFk3U3OplnSIPBFVVC3ZZacOGDfif//kfPPjggzjppJPwi1/8Ar/85S/R2NiIefPmjdn+n//8J0499VSsW7cO5557LlpbW3H11Vdj4cKFeO655zSdMxgMwul0IhAIwOHgD0eibMlmjIvHYcLqlYvGLYrLioqGZh96wzGU2oxYWuvOWge6qqpo/KA97a1Tep2EJQurGO1CRERERERUhFo7fejuDWe0T92cUrgcFviDEexv80FWiqubmdITAGSjwKnXSaj2uIaiUrJFFAQoGkuw86rdaO8KZpTzzzpF7hW0iH788cdj2bJleOihh4YeW7x4Mc4//3ysXbt2zPY//elP8dBDD2H37t1Dj91333248847sX//fk3nZBGdKPtkRcUF615Nm1euxaoTanHKooqsFsUzFerrx+7m7gm3W1BbDrvVlIcVERERERERkVZaGqOG0+sk1FS64HJ8lCvtC/RhX6s3K0VZAqo9Tuh1EvpjcXR7w1mPiZEkMWsRLrU1JWjrDBR0UO2C2vKhoaSZ7sc6Re4ULM5lYGAAb7/9Ns4444wRj59xxhl44403Uu5z4oknoqWlBS+++CJUVUVnZyeeeeYZnHPOOeOeJxaLIRgMjviPiLKrodk3pQJ6Mo7l+pWLcHR9ScEK6ACQ0PiLUut2RERERERElD/hSExTAdRTZseC2nIsWVg1ooDuD0bQzAJ61uh1EspL7BAEAV5/JCc56yVZHKzZH4sXtIAuigLicRmSJGJetTujfVmnyC1doU7c09MDWZbh8YyMa/B4POjo6Ei5z4knnognnngCq1atQn9/PxKJBM477zzcd999455n7dq1uOWWW7K6diIaqTeceQF95RGVWH5wRdbjWKZKp5Oyuh0RERERERHlj9ZCosmoH9O1qygK9rf7crGsGUkSRbhdZvR4xx9sWVPpGrowkfXzSyLmVrkhSSK6vZnF94wnW8eZLEVRsa9t8LkavABh07wm1ilyq+CDRUdn9aiqOm5+T2NjI6699lr88Ic/xNtvv42XXnoJe/fuxdVXXz3u8desWYNAIDD0n9bYFyLSzm0xZLS9xSDh/7vgCJxxeFXBO89Hs1mM0E/wi0evk2CzGNNuQ0RERERERPk32cYofzCC7e+3Zy0WZDaQFQX+QBTlpbYxf0frdRLq5pRCVZGTAjowmIPutJthsxizVlfIRaf8ZMUTMrq9YZSX2CbcVhJFWM0GhPr64Qv0IdTXjwImeM9IBetELysrgyRJY7rOu7q6xnSnJ61duxYnnXQSbrzxRgDAEUccAavVipNPPhm33XYbqqqqxuxjNBphNLLYRZRTGf6u+sEFhxdV4Xw4QRBQU+lKmz1WU+nisA4iIiIiIqIilGyMShfJMboxyh+MZJw/TYMSsoLu3jDmVZdAr5eQSMjQHXh+A6Fo1gd0jj53OBKD3WpCWYkdnT0zM8LZH4xiXrUb+9rGv0tCVhS8937biIsAqfL+afIK1oluMBhw9NFH45VXXhnx+CuvvIITTzwx5T6RSASiOHLJkjR4pYtXV4gKpzekPc7l9s8diRVLUl8oKxYuhwV1c0rHvZLOX0BERERERETFKdkYlc7wxihVVdHa4c/9woqMXiehtqZkwjuxtdrX5kUiocDttA7F5OTjeU3G95iMBesTzrn4gQsTkpS+jDu6iz6ekNHU0gt/MJLL5c0aBX2F3XDDDfif//kfHHPMMVi+fDn+93//F/v27RuKZ1mzZg1aW1vx+OOPAwDOPfdcXHXVVXjooYdw5plnor29HatXr8Zxxx2H6urqQn4qRLPW5sZO3PPSTk3bXnHqApx+aGWOV5QdLocFTrsZ4UhsxJV0dqATEREREREVt8HGqMEi7vCO9FSduVoHkc40NosBbqcVLodl8DmIy2hp90GZQpNqc2svBAEfHTMPz6tOJ8EX6MtZZEyx6IvEJh011NLug9NuhiAIUFWVdY5JKmgRfdWqVejt7cWtt96K9vZ2HHbYYXjxxRdRW1sLAGhvb8e+ffuGtr/00ksRCoVw//3341vf+hZcLhc+/vGP44477ijUp0A0q21u7MSaDQ2atnWa9bj8tAW5XVCWCYIwZtAMERERERERFTdVVSFJIqoqnEjIMnSSCL1el7JgqHUQ6UzjD0XhDEbgclhgt5oQ6uufUgE9qbXDD6fdnLfnNR5PpI05mSmm8pVJyAo6eoIwG/WaLixRaoI6y3JQgsEgnE4nAoEAHA5HoZdDNG3JioqVd/4NwWhC0/ZrVy0t+hgXIiIiIiIimt78wUhGhcJQXz92N3fnc4lFpbzEBofdjHhcxr627HRzL6gtR7gvNmMzyrOposwOnz8yYYb/vGo3du/rydk6GF07sYJlohPR9Lb+td2aCuhui4EFdCIiIiIiIsq55IDQ0QXJdNnQyUGks1W3N4zdzd1oac9eN7c/EEF3byhrx5updJKIqnKnpgx/m9WU09dpa4ef8yYnwCI6EWVMVlT85vUmTdtet/IQFtCJiIiIiIgop7QMCE1VKNQyiHQ2yEaUS1Kvvy+rx5up5lS5IQgCnHYzPOUOSOLIqCG9TkLdnFI4bCZ0e0M5HZ4aT8gIR2I5O/5MMHNH1xJRzqx/bTeiA9ryzcrtzBQnIiIiIiKi3NIyyDJZKBw9+2q8QaREueJ2WqCqKtq6/Oj19kFWPhoaKokCykrsqCx3oK3Lj6aW3rysabbOB9CKRXQiyoisqNiwpVnTtg6zHktr3TleEREREREREc12WguA423ncljgtJsRjsQQDEXhDUQgy0rKbYmmyheIwBcYGy8EDNZdOnuCiPYPIBjuz9uadLM41kgLxrkQUUYamn2ah4muOmHemNuRiIiIiIiIiLJNawFwvO1UVUU4EkMiIcNhN2PJQZUQZ8DfszPgU5i18llA1+sk2CzGvJ1vOmInOhFlpDesLSPLbJBw6SkLcrwaIiIiIiIioo8GhKaLYxmvUOgPRsZEuUiSCEWZ/rne5WUOdHYHC70MyhGTQQenwwyrxQhZVtHcOrnol5pKFwSBV1zSYSc6EWWk1KbtyuSXTqpjFzoRERERERHlhZYBoakKhf5gBE0tvWOK7zMhykUSRXhK7XDYzVk5nk4SZ0R3/kzSP5BAZ08I+9t8EASgtqYko/0lUUTdnFK4HJYcrXDmYBGdiDKytNaNCkf6QrrTrGcXOhEREREREeXV4IDQUuhHRbbodVLKQqGqqmjt8Odxhfllseix48MOBEPRKR3HbjNhQW05amtKZkR3/kwUT8hoaumFIAiorSnVvJ+sKIjG4vAF+hDq64eq8us7Hsa5EFFGJFHA9SsXY82GhnG3+d55h7ILnYiIiIiIiPJu+IDQREKG7kCES6qoinAkljb+ZboLaYxjnYjFpIfdaoIv0JeV41HutHb4sWRhFQShFPvbfJCVie+oGB73o9dJqKl0sTM9BXaiE1HGVizxYO2qpWM60j0OE9auWooVSzwFWhkRERERERHNdoIgwG41we20wm41jZv1nJjBBfRsSvYmax3eStkhSZmXbeMJGeHI4MUTLQX0VPs3tfTCH4xkvO9Mx050IpqUFUs8OGVRBRqafegNx1BqM2JprZsd6ERERERERDQtsCisjf3AMFYtw1sJEEVgEvXrEexWI0J9k7uTIB5PoL1rasNkWzv8cNrNHDY6DIvoRJTSQELBs//Zh1ZfBDVuCy48bh4MupFXQSVRwNH1mQ2tICIiIiIiIioGNosRkiTOiCGiuSJJImxWE4CPhrc2tfSOu70oCrM+N11RgIpSO7p6QxnvK4oC5la50dLun/T5E7Iy5Qsd8YSMbm8I5SV2FtIPENRZlhgfDAbhdDoRCATgcDgKvRyionTfpl148o0mDP+9JwrAxSfW4ZtnHFK4hRERERERERFlUWuHD93ecKGXUbRSDWT1ByNo7fCPKNSKggC3ywKdThqRsT1b1daUQBCEMc/TRDxldqgAunoyL8AnmU16RPvjk95/OGakf4Sd6EQ0wn2bduGJ15vGPK6oGHr8m2ccAllRGeVCRERERERE05rDbs5LEX06drxLogin3Tzm8eHDW4OhKLyBCGRZQa+vb2g/CBjx+c62DnWdToLdaoLTbkZ7d0BzUbxzCsXzpGwV0IGPMtJrawC3c3YX0llEJ6IhAwkFT77RlHabJ99owqIqB+7btAtdwY/yuSocRly/cjGHihIREREREdG0ka+c7xqPE3q9Dv5ABL3+vpyeK1tkRUE4EoP9QJzLcIIgQJaVlBcgkgMtPWUOmIw66CQRza1eKJgdRXS9ToLtQI58csjtVDrLi0Fzay8AFW6ntdBLKZjMx7wS0Yz17H/2YaILw4oK/OCZd0YU0AGgKxjDmg0N2NzYmcMVEhEREREREWVPMuc71/R6HexWE1zTrJs3Mc7FBVVV0drhT7uv1983GAMiCEjksQvfYTXm7Vyp1FS6RuSIJy/UTHfNrV74g5FCL6NgWEQnoiH/2d0z5WPcs3En5Fl0ixYRERERERFNf5KY2xJZshg93QqqunHWGo7EJuzejydkhCOxcQvxuSCJAoJ9sYk3zAG9TkqZIZ+vCzX50NrhxywbrzmERXQigqyo+NXfP8S/Phx/wrZWncF+NDT7srAqIiIiIiIiotzyByNoaukdiiDJlbbOAFRVnVYF1eGxJKNpLYwnEvK4hfhcyHdTnygKKC+xYUFtOZYsrBp3AKfLYUFtTWle15YLyQsjsxEz0Ylmuc2Nnbj7xUZ0hwaydsze8Oz8gUpERERERETTh5ZIkmxJFh/tVhNcDgvq5gx29eY6i30qRseSDKe1MK47UIjPR+58IQgQUO0Z/3kabnAwp4rmVm/uF5ZD+byzoJiwiE40i21u7MSaDQ1ZP26prbD5Y0REREREREQT0RJJkk3Di48uhwVOu3ko7qQ/lkBnT3DcfUVBgFJEMRpaCuPJTvZk931Ty9Tvfi82sqJgX5sXDptp6IJBuoK622mFIAhFfwElnXzeWVBMWEQnmqVkRcW6jTsy2ufEhWX4sDM0ZqjocB6HCUtr3VNdHhEREREREVFO5bujdnTxURAE2K2moX8rqoLu3nDKfQtRQG/t8MNhM6EvOjAUy5IsEmspjA/vZJ8u3feT4QtE4AsMDtzU6yTUVLrGjXVJmq654ukifmY6FtGJZqmGZl/aYngqXzypHsFoPG33+uqViyCJE9/GRERERERERFRI+eyo1UkioKrwBfpSdiyrqgp/IJq39WgRT8jY/n77iLz44UXi8Qrj4xWSk9333b1BtHWN33U/ncUTMppaelE3BykL6ckM/ukqXcTPTMciOtEsJCsq3tqT2Q/tZIe5JApYu2op1m3cMaII73GYsHrlIqxY4sn2comIiIiIiIiyLp9Z3SqA3ft6hv4tiSLmVA0WmsORGEJ9/UXZoT164OroIvHoWJqJIk0EQUAiz8M/C6G1ww+n3TzmQkm+MvizTWuH/UzGIjrRLLO5sXNMAVyL4R3mK5Z4cMqiCjQ0+9AbjqHUZhwqsBMRERERERFNB/nI6k5mmcvyyGK0rChobvVif5uvqLLOtRpeJB4dSzOhafj5Zmr4INmkfGfwZ0u1x4nyEvus7UBPYhGdaBZ55d12/OCZdzLap8JhxPUrF4/pMJdEAUfXl2RzeURERERERER5lcusbkkSIQBQ5PGLxtOxgA6kLhJr4Q9G0OPry9GqckMQJlf3H525n+8M/mzR66RZX0AHWEQnmjXueWkHfvevfRntc9WKBbj0lAXsMCciIiIiIqIZK1UkicWkR+MHHWPiTDJRVmJDZ/fMzP4GMi8KT9s88Ele5xiduZ/PDP5smq7rzjYW0YlmgRuf3Ip/7OzWvD3zzYmIiIiIiGg2SRVJMrfaPamibzI/Wp2mXeZaZVJcnc554JP5KuoPZMMPZ7MYIYnilC7M5JskimM+D2Dw66k1B3+mYBGdaAaTFRW/2vxhRgX0y06ZjytXHMTucyIiIiIiIprVXA4Lykr60eOdOH5EEIA5VW4Y9LqhgmKorz8PqyyMVEXidKZrHvhkuZzmMUXlwQx+J/a1+TI+nl4nodrjQltn9mOH0nG7LGOGo3b0BNHTG4I8bEDsbBg8yiI60Qy1ubETd2/cge4MB4geM7+UBXQiIiIiIiKa9VRVhc8f1bgt0NYZwNwq91DRcbpmYGtR7XFm1Hk8k5+LVLp7w7CajSOKyv5gBO1dmcX7eMrssFlNQxdmBAF5jcRx2s1D/+8PRrC/zZeykz6ekNHU0ou6OZixhXQW0YlmEFlR0dDswz92deF3/2rOeH+Pw4Slte4crIyIiIiIiIhoeglHYhlFb8iyMlRIBIDmVm+OVlZ4bZ0BCIKguWA6G3O1Wzv8cNoHO9InmwdvMupHxAyNNwhXr5NQ4rKisyd7GfySJAzdbaB1/cM/55mGRXSiaSpZMO8Nx1BqM8LfN4Cfv7wTXRl2ng933tE1WVwhERERERER0fQ12e7p1g7/jM9Dz7Tz2GYxQq+TZlWkSzwho6M7iMpyx6Tz4FNdfEg1CDdZ7Pb6+7L2HJeV2CEIQkZ59vGEjHAkNma+wEzAIjrRNLS5sRPrNu6YUsE8lUc278Yf327B9SsXc6goERERERERzWqT7Z6eTYVirZ3HgiCg2uMsyu58SRIgy7m56JHsDJ/MayJd7nyqQbgAUFPpykrciySKqCxzAMg8z36mRveIhV4AEWk3kFBw63PvYM2GhqwX0JO6gjGs2dCAzY2dOTk+ERERERER0XSQ7J6m8SU7j7Uo1kiX2ppS1M0pzdnXuscbmtR+NZWujGNRBuNepv65zK2efLZ/fyyOUF//jLsbg53oRNPEfZt24YnXm/J2vns27sQpiyo4ZJSIiIiIiIhmJUEQstbZO1miIEAQhIyy2fNNa5E1mx3KkiSg1GVFV294yseSZQVupxVOuxntXQF09U6u6D3u8ZXMi8meMoemmBxVVcfEugyPe4nHZbS0e5HJEiRJHDFQNNOLH509IXT2hKDXSaipdM2YQaMsohNNA/kuoANAZ7AfDc0+HF1fktfzEhERERERERWL5CDH/W2+nBayJUmELH90fEEQ4LKbYLeZEAhHEQj25+zcUxWNxaHr64fNYkzbOZ3NTnRZVqGTshOwkVxXIBTNegE9SRIFzcV0vU5CZbljwu38wciYAaOSJKLEaYHDbobNYkQ4EsuogA4MXlQYnms+2Tz7THPzix2L6ERFbiCh4Mk3mrJ6zBVLPJriWnrDuYmMISIiIiIiIppOct0J7naY4XRYkEjI6I/F0d0bhi8YhS8Yzel5s6GrJ4QuDZ3H2R4uGumPT/kYydzxTIZnDicKAhQNsSVlpXZ0dgc1HbPa4xrTXT764oQ/GEl5h4QsK+j2htHtDUOvk+B0mMdso0UgFB0qok/1jgytufnFjkV0oiJ3xwvbM75qOB6Pw4TVKxfBYdZrKqKX2lIPsCAiIiIiIiKayZIxGfF4Aq2dgZyfzxeMoqbSjbYuP7qzEFFSCKk6j0fHjWRzuKg/CxcYkrnjob7+SRX351a70drhR0Ie/yKLXiehsswBs1E/pnN89HYupxmtHb4Rx9NJIuZUuUc8p1oK/vGEjB7v5F5LPd7wUDQM8NEdGenWn24dwzvbpysW0YmK2ObGTvy5oW3Kx1l1Qi1OWVSBpbXuoVuIKhzGtMNJPQ4Tlta6p3xuIiIiIiIioukkVUxGrsmygo7u4LQtoA+X7DwOhKIp40bKS2zwB6N5e349ZQ54/X0jzje6a36yee1tnQHUVLrSXhhIFuqHZ5UnEjJ0kggVg197nU5CIiGnPE5CVkZcnAhHYnl57kZ3kI9efzwho03jBaZs5uEXCovoREVKVlSs27hjSscQBeBHFx2J0w+tHPG4JAq4fuVirNnQMO6+q1cu4lBRIiIiIiIimlXGi8nIh1zlcWeTy2GesAM8npDR0RNMGV+SjBspL7HBYTcPFZObW71pu7knK5kvXlnuSBuR0j+QmNTx4weOVzendMwFg1TxNoIgpOzIVlUV7+1K30S5v80H54HnLB9SdZAPX78v0Kf5WNnMwy8UFtGJilRDsy9tp7gWP/rs2AJ60oolHqxdtRTrNu4YcZ5k5MuKJZ4pnZuIiIiIiIhoOplsLnY2z1/MJEmEwzZxER0Aeia4INDtDcNiNsDttAIA5lS5c3LxotrjHFE8dzksKfPFteaVpxKPyyhxWUd2mY+TZT6eUF//hLn7sqIg1Nc/qYL0ZLv/0xXsta5DkkTYLNM/LphFdKIiIysqGpp92NzYMeljaC2Er1jiwSmLKtDQ7ENvOIZSm3Eo8oWIiIiIiIhoNslXTEYqkiRAlgtXRBcFAWUltrTd8LKsIKaxY1vWMNytpd0/VNQeL3NbJ4mwWAwIhvo1nXc4h82Ets5A2u7wbFw4CYaj0OsHi+bpcr9H58MPL7L3RbQ1UfZFYqgsd2Y8oNVhN6Pa40Korx/NLb2avj5A+kK51WzQdIw5B+JspruMi+g333wzLrvsMtTW1uZiPUSz2ubGzjGd4RMx6kT88DOHw2UxTKoQLokCjq4vmeySiYiIiIiIiGaEQuY2l5XYp9QNPVWCIKCy3IFeX1/ajuheXzjjAu54ZEVBOBKDzWJEOBKDqqqYV+0ekROe/NhkiujB8Nh9Rg8/zcaFE38wCn8wmjK+5aNtxubsD99e6+UTFYNfq5pKl+bOff2wgr3DZsbc6hJN+yb3G09fdEDT+WdClAswiSL6Cy+8gNtuuw2nnnoqrrjiCnzmM5+ByTS9p6sSFVKy8/y1nV3YsKU5o32dJgkv3PhxGHRijlZHRERERERENDsUotiXLKQ67WZ4fX0F64SXFQX72rwTRookZAWeckfWCv6BUBT7Wr0pi8vJrm6bxQhJFCdcWyb2t2c/X3x0gT5pvJz94dvbLUZ0YeJMfPuBovZ4nfup1IzqBE/uu7/dBzlNDv3o/casP67tuZvMc5yqax/ApONyskFQJxG49M477+Cxxx7Db3/7WwwMDODzn/88Lr/8chx77LG5WGNWBYNBOJ1OBAIBOByOQi+HZrnJdJ4Pd/tFR+L0w1JnnhMRERERERGRdqqqovGD9rwVsqsqHKgodQwVAgs51DQTtTUlEARBUwF3KurmlMLlsKC104fu3nDWj+8pc8BmNWJ3c3dWj6vXSViysAqCIGh6Tel1EhYfVIntH7SnLWpLkojDDq4eUThWVRWhvn70+MIIhWMjcvXTdcYn9+3oDqLHGxoR7zLRfsDga3V/m0/ThQ1PmR02q0lT0VtVVXT0BNHTO3JNkiQCKkacT8s6s2lSRfSkRCKBF154AY899hheeuklHHLIIbjyyitx6aWXwul0ZnOdWcMiOhWLzY2dWLOhYUrHeODSYxnFQkRERERERJQl+SxkO+wmlJfYRxQXU8V+FJv588rgsJlHdAsHw/3wBSJZPY8gCHA7TPAGJh5kOno/LeVOSRRw6MHV2PFhR9af7wW15bBbTQj19Wsq0i+oLYcsK2lfe8mLCsOler1IooCyUjsqyxyaOrXTZbWnMtnvkYmK3v5gBPvavFA05rUnpXpecmFKGRCKomBgYACx2OCVjpKSEjz00EOYO3cuNmzYkK01Ek17sqLi7b1ebHq3HW/v9WIgoWDdxh1TPm5veHId7EREREREREQ01mDURelg52uOBUODBdbGD9rhD0aGzr9kYRWqPcXZnAoAyfKqIAiwW01wOSwIhjIrdGuhqmrGBXQAqCi1a9pOVlT0RQdQU+lKu53DbtI8dy4pGWGiNcpkMpEnyWL26AsAsqKiszuIgMavSfLr6HZaYbea0hbQpzKINRlfk3ytD5f8XDItoAODkTZT6BHXLONMdAB4++238dhjj+HJJ5+E0WjEl7/8ZTzwwAM46KCDAAA/+9nPcO2112LVqlVZXSzRdJQqssVl0cMfiU/52KW28Qc8EBEREREREVHmXA4LnHZzyqiLXBidpS0IAvRFPIwxMSpyJByJZfQc6XUSzGb9pIaFTsRhM6GrV3teeygcRVWFC3VzSse9A6AvMqB58GdSMl9fa86+ThKxr82XdpvWDj+cdvNQp/1Exezh209Gqg71bAxiHb0uVVWxf4LPPZ14QkY4EhvK0M+VjIvoRxxxBHbs2IEzzjgDv/rVr3DuuedCkka+IL785S/jxhtvzNoiiaarV95txw+eeWfM49kooHscJiytdU/5OEREREREREQ0kiAIqKpworLcgY7uADp7Jh76OFXDi4uFGHKq1ei1ae2iFgRg/twy2KwmdHQHclJED4YzO2ZXbxi+QBQ1lS5Ue1xobh0bU5IupzwV/bBBmDaLEXqdNGEmugpMWJweXizu6A5mtH2mUsXE6HUSXA5zxseaaF2hvv4pD43N5oDY8WRcRL/oootw+eWXo6amZtxtysvLoWRxYi7RdHTvyzvx2zeac3b81SsXZXw7ERERERERERFpJwgCbFZTXoro8YSMbm9oKCd9ouJrIQwvECdpLfg77CbYbYNFWKvFCCD3z6kWyTsBslVjqal0DXVZC4KAmkpX2gzxmkqX5kJ9IBhBuC+Gzh5t3fZTiYkZbfD1mZ0Br8PXFe6b+sWUfFx0yjjgSVVVuN1ju1+j0ShuvfXWrCyKaLq7b9OunBXQPQ4T1q5aihVLPDk5PhERERERERF9JFnQzoe2zgAaP2hHIBSdMKu7EIYXiJO0Pj+BYP9QHrbdaoIk5j53PhNTje3R66SUQy6TOfujn6Ph22stAvf4+jQX0IHMi8tTyTzPRHJd/mBkyoX5VBd2ckFQM0xelyQJ7e3tqKioGPF4b28vKioqIMvFdYVstGAwCKfTiUAgAIfDUejl0Aw0kFBw2m2vIJuRaW6LHtedtQjlByJctFwdlRUVDc0+9IZjKLUZNe9HRERERERERCON152bS3VzSgFgTKyGKAhQ8jBIcTi9TkJNpWtMgThJ6/Oj10lYtMCDXn8fQuF+hPpiE+5T7MrcVjgdFtgsxgmHco7OGB+eC974QXtW7zzQ6yQsWViVUSZ6qG9w2G0uSaKIQw+uQjDcn5XvqVQXLnIh4zgXVVVTPvnbtm1DSUlJVhZFNJ098+/mrBbQAcAXiaPcYcLR9dq+x1INM61wGHH9ysXsYCciIiIiIiLK0GA38diCdi61dvixZGEVnHbzUPFVkkTsb/NByWPMiySKqPY40xYqB7PcgYlq+/GEjHd3tWV5hYXldFgmzB1PV0AHtMW+ZCrVXQMTiccTWTv/eGRFQeMH7RkPa03FU+bISwEdyKCI7na7IQgCBEHAwQcfPOKLIMsywuEwrr766pwskmi62NzYiQf/8n5Ojt0b1nZ1dnNjJ9ZsaBjzeFcwhjUbGhgFQ0RERERERDQJLocFDpsJ3d4QOrtDOe8GTw5gtFmMUFUV/bE4YgOJnBXxTUY9+mPxMY/LioLmVi8EQRhTsEwWh7u94QkL6DORJIpjokRGF8wTCQVtnWOHdI7u7Hc5LKitUdHc6p3yujzlExeXU62ztTMw5XNrkchwWOt4TMaM+8MnTfOZ7rnnHqiqissvvxy33HILnE7n0McMBgPq6uqwfPnynCySaDr46/YOfP+pbTk7fqlt4nwnWVGxbuOOtNvcs3EnTllUwWgXIiIiIiIiogz4g5G8dqIDQCAURdP+XshKdoqO6aQqoA+3v813oON8sJ5QiOej6IwqrWh9TpLDTOvmYESxOxsDMgUBEAXA6++DXi/BajagLzowogs+EIrOiK9dPgaKDp1L64aXXHIJAKC+vh4nnngi9Hp9zhZFNN389b0O/OCZ3BXQPQey0FMZnn3eG4qNiHBJpTPYj4Zmn+ZoGCIiIiIiIqLZrhCZ6ADQM8Whi9kkKwo6eoKoKnfm/Pkwm/SI9qcv6hcDWVYQjsRgt5om9Zy0dvjhsJmGitwTXcjQQlWB9q7xh49Kkgg5S53ghZSvgaJJmorowWBwaAjnUUcdhWg0img0mnJbDuuk2WZzYye+/3TuCugAsHrlopSd46myz7XQGg1DRERERERENNupqorWDn+hl1EUerwheErtOX8+JlNAl0QRqqrmfehquK8fVrNhUs9JPCFj+wfteS1qz4QCOjC5zPep0FREd7vdaG9vR0VFBVyu1AtMDhyV5el9GwBRJgYSCu54YfuUjuFxmLB65SK81+LHk280jRhKKgrAxSfWpcwwHy/7XAst0TBEREREREREBIQjsWkfe5EtsqyitbM4Y0CSkTcVZXYIAFQAkiik7crOhs6eEHp8fZMuTs+Uona+SJKAuVUleRsomqSpiP63v/0NJSWD0Q+bN2/O6YKIpovNjZ2444Xt8Ecyvzp6ztJqHH9QGUptRiytdeO1nV144vWmMdspKvDE6004bI5rRCFdS/b5eNJFwxARERERERHRSIkiLBgXUq+vr9BLSMvnj2DJwioIggBVVdHj7ct50Z+F8PyprSmFw2bO+3k1FdFPPfXUlP9PNFtNpQvcqBPx/z592FA8y2SGgTY0+zKOcEkaLxqGiIiIiIgo25IznLqD/fD1DcBtM6DcPtjYw79LaLrI5/BCmrp4Qh7KKRcEATWVroLk2VP26SQRdqupMOfWstE777yj+YBHHHHEpBdDNB1MpQscAD59zJwRbxa1FMRHDwOdTKZ5MjYmVTQMERERERFRNsiKiq17vdja5EVTTx/+2+RNefduhcOI61cu5t8nNC3YLEbodVJRRphQasFQdKjY6nJYUDdncIjn8K+hKApQlPzmp9PUzKly5zUHfThNRfSlS5cO3QKRDjPRaTaYShc4AJy6aOSbRK0F8eHbac00v+7MQ1BqNw7FxrDTg4iIiIiIcmVzYyfWPv8egtHEhNt2BWNYs6EBa1ctZSGdih67macfbyCCas9Hcx1dDgucdjPCkRgSCRmSJKK51YvB5PSJiYIAm82IYKg/K+uTRHEow326qK0phU4nIpGQ0T+QQGd3brPmh5NEEXOr3XnPQR9OUxF97969uV4H0bQxmS7wJLfFMCaPXGtBfPh2S2vdqHAY0xbzPQ4TPndCLQvnRERERESUc5ONvBwdXUlUrMbrZqbiJMvKUKRLkiAIQ/8O9fVnlGOuqCr6+gamtCZJFGG1GmE26jAQT8AXiE7peEPHlcRJZbKPLuTrdRJcDjO8gciI4+l1EmoqXWMK2GajPm/fD3OqCltABzQW0Wtra3O9DqJpQ2vRO5WVS6vGvDnUWhAfXnyXRAHXr1yc9k0qs8+JiIiIiCgfZEXF3S82TmrfzmA/ntrSzAYgmhZGdzPrdBISCQUtHb4ZOVhSADC3ugShvn74ApFCLydj6QbCTmZY7FQ7x2VFQTAURTA0pcOgvMQGh9089Bq0WYwIhKKaC9rJovjo17LNYoQgCKj2uFI+Plry+6HbG0JbZ2Bqn9QEmlt7IQgo/k70559/HitXroRer8fzzz+fdtvzzjsvKwsjKkayokJRVFgMEiIDmf/A/et7nfj6Jw8Z8eZwsgXxFUs8WLtqKdZt3DGiAM/scyIiIiIiyqeGZh+6Q5Pv0Pz5y7vw5L+amJFO08LwbmYAUBQF+9uKL1d7st3JwwmigL5obFoW0IHBIZTjfmyaDot12Exw2M1jCtvDL/DE4wkkZAU6SYJeL8FqNqAvOpCyKJ5qSOfo13g6giCgvMSO7t5wzjvSWzv8cNrNBctEF9SJgs4BiKKIjo4OVFRUQBTHfwFOh0z0YDAIp9OJQCAAh8NR6OXQNLK5sXNMwXoyHrj02KEBoRMdX0tBPDntvjccY/Y5ERERERHl3d0bd+CpLfuycqzbLzoSpx9WmZVjEeWaPxjB/vbi7EIvL7Gh2xsu9DIKav68Mjhs5pQfU1UVjR+0T7rwm42LFJkQBGB4BXe8iJV8U1UV4UgMwVA0L6+3BbXlmgv82aapE10ZdruCkuXQ+wcffBB33XUX2tvbceihh+Kee+7BySefPO72sVgMt956K37zm9+go6MDc+bMwfe//31cfvnlWV0X0XCTzfdLZbxM9RVLPDhlUUXGBXFJFFIW5YmIiIiIiHJNVlT8+b+tWTve//f0Nmzb78OpizxsEKKi5g9GMho0arcaIcsqIv1Ty9XWymE3w2oxzuoM93SRLVMdFlvjcUKv1w0O2YzF0dkzxYyWCYxugY4nZDS19KJuTuEiTvzBSN5fX5OJ4ckWTUX0XNmwYQNWr16NBx98ECeddBJ+8YtfYOXKlWhsbMS8efNS7vO5z30OnZ2d+NWvfoWDDjoIXV1dSCQmnvxNNFmyomLdxh1ZO166THUWxImIiIiIaDppaPahL5a9ooYK4Kkt+/DUln2ocBgZ8UJFSVVVtHb4M9onHImNKYTmiigCUFWoqop51W6oAIKhKHp8fflZQJFo7QxAFMVxs79dDgvKS2KT6qDW63UjhpTmuog+nkJFnGR6ESlbChnDM6ki+l//+lesW7cOO3bsgCAIWLRoEVavXo1PfOITGR3n7rvvxhVXXIErr7wSAHDPPffg5ZdfxkMPPYS1a9eO2f6ll17Cq6++ij179qCkZLDQWFdXN5lPgUizhmafpgiXS06uxx/fboE/Ek+7nX+K05yzIXm7zURDIoiIiIiIiNIZ707bbOgKxrBmQwPWrlrKQjoVlXAklnH3bb4K6Mlz7d7XM/RvvU6CohRfbnuuybKCppbetFEoDrs54yK6KAqwWYxDtZV4PAFRFAryHMcTMsKRWF4jTiZzESkb9AfqV4UyfsD5OO6//36cddZZsNvtuO6663DttdfC4XDg7LPPxv3336/5OAMDA3j77bdxxhlnjHj8jDPOwBtvvJFyn+effx7HHHMM7rzzTtTU1ODggw/Gt7/9bUSj0XHPE4vFEAwGR/xHlAmtbwoXeOy48VNLJtzu3pd3QS7gLy9/MILGD9qxu7kbza1e7G7uRuMH7fAHp+egECIiIiIiyi9ZUfH2Xi9e2taGF7MY5TKeO19oRHRAxtt7vdj0bjve3ust6N9UNLupqoqu3sJ0HWuVKvpDznI8c7ZJUu4a+8aLQmnvCsBqNkBKM4A0FUVR0dTSi/d2tWJ3czf2tfkKepEi3xEnk7mIlA01la6CNoBm3Im+du1arFu3Dt/4xjeGHrv22mtx0kkn4fbbbx/xeDo9PT2QZRkez8iryR6PBx0dHSn32bNnD/75z3/CZDLhueeeQ09PD6655hp4vV48+uij4673lltu0fjZEY0kKyp6Q9qK6OliWobrDPajodlXkNiW8W63KYYsLSIiIiIiKn6bGzuxbuMOTXfrZosvMoCP3/4XDC9RMeqFCsEfjKCl3YdEEQ4SLVaSKGoq4Mty/ovQnT1BeP19KHFaMu5GD4TGb+jNt3xHnOS7aF8sQ1Qz7kQPBoM466yzxjx+xhlnTKrLe/QVBFVVx72qoCgKBEHAE088geOOOw5nn3027r77bqxfv37cbvQ1a9YgEAgM/bd///6M10iz0+bGTlyw7lX8/OVdE24rCsDhc12au9ZzecvjeLTcbtPa4Yeaz3vMiIiIiIho2tjc2Ik1GxryWkBPGv1XSjLq5Vd//5Bd6ZQXyaY0FtC1EUUB5SU21M0pwfx5ZaitKYGn3AH9qIKvXidBEjMuT2ZNPCGj2xuGxWQo2BqmohARJ/ko2nvK7KitKcGC2nIsWVhV8AI6MIki+nnnnYfnnntuzON//OMfce6552o+TllZGSRJGtN13tXVNaY7Pamqqgo1NTVwOp1Djy1evBiqqqKlpSXlPkajEQ6HY8R/RBPJ9M2hogLv7vdr7kbXul02hfr6J7zdJpmlRURERERENJysqLj7xcZCL2OMRzbvxll3/o3FdMqpbGRAF7JQnIlMo03Goygqur1h7N7Xg+aWXvTHEqgsc2DJwiosqC0fKpDOrXYXRdRMpL/w8+smoxARJzaLEbosvU7GPYfVBLfTCrvVVDQz/DTFudx7771D/7948WLcfvvt+Pvf/47ly5cDALZs2YLXX38d3/rWtzSf2GAw4Oijj8Yrr7yCCy64YOjxV155BZ/+9KdT7nPSSSfh6aefRjgchs1mAwC8//77EEURc+bM0XxuonRkRcW6jTsy3u8fu7rwzTMOQYXDmLb47nGYsLTWPZUlZswfjGB/m1fTtvm+LYeIiIiIiIrfo3/fje5QcRaZQtEEHtm8G09t2YfvnXcoI14o66aaAV1WYoPNYkwZrzoZWiNSJqPMZUG3ry+rGd+yoqKzJ4ju3hCcDjPsVhP0+sEOaq3z2SRR4IWyYQoZcRIIRcfcHZRN0oHBrcVGUDVkN9TX12s7mCBgz549mk++YcMG/M///A8efvhhLF++HP/7v/+LRx55BNu3b0dtbS3WrFmD1tZWPP744wCAcDiMxYsX44QTTsAtt9yCnp4eXHnllTj11FPxyCOPaDpnMBiE0+lEIBBgVzql9PZeL76+/s2M93NbDPjTjafhtZ1dWLOhYdzt8j1Zfrwc9PEsqC3P61RnIiIiIiIqbvdt2oUnXm8q9DI0y/ffXDTz+QJ9aG7V1piWyvx5ZRAEAYFQFD5/ZEQBXBQEKBnEqpa5rZBlFT6NxediptdJKHFb0dk9cTy0024uqhzyQikvscFhN8NmMY7o0FZVFeFIDImEDN2BiJdcdHBnWmOaDE+ZA1UVzok3zDNNneh79+7NyclXrVqF3t5e3HrrrWhvb8dhhx2GF198EbW1tQCA9vZ27Nu3b2h7m82GV155Bd/85jdxzDHHoLS0FJ/73Odw22235WR9NDtNNq/cFxlAQ7MPK5Z4sHbV0jHDdjwOE1avXJTXN3OZ3nJWiCwtIiIiIiIqXn99r2NaFdAB4M4XGnHSweUw6KZHfAYVv6lkQEuiiP1tvhGd7KIowG41otRtg91qQiAUxb42r6bu7x5f36TXUmziCRmd3UFNFxJYQB/kD0ZR7RkZ4eIPRtDa4R/xGstFp3o2Yo0mIkkiKsuLs+lZUyf6TMJO9NlNVlQ0NPvQG46h1GbE0lo3JHHklbnJdqIDwK2fPQJnHF6l+Vy5Furrx+7mbs3b180pLYphDUREREREVHiyouKcuzbDH4ln/dinH+rB+cfMxda9Xjz2mvY72rVymnX43Am1mFtqLdjfYzRzqKqK93a1ZT1CRRJFzK12w+WwQFEUbP+gHTIHl9IEhndqT9QZns06T6Y1psko5rqUpk700VpaWvD8889j3759GBgYmYl29913Z2VhRNm2ubFzTHd4hcOI61cuHtEdvrTWDYdZh2A0kfE53FYD3t7rLWjhfLh4XNvnIArAvJri/UFFRERERET5JSsqntrSnPUCulEn4IcXHIHTD6sEABw2x4X1/9iDbLf3BQ7kpCel+tuPSCtBEDCnypVRpItOEqECaYvisqKgqaUXdXMAl8OCuVXunEdl0PTX2ROE2aSH026esDO8tcMPp92clWgXrTWmyShkxrtWGRfR//rXv+K8885DfX09du3ahcMOOwxNTU1QVRXLli3LxRqJpmxzY2fKnPKuYAxrNjSMyMyTRAGrTqgd8YZLC6dZj1t//86IYTuFfqOW0HgFu7LcUdQ/qIiIiIiIKH82N3bi7o070B2cXNRlOnaTDuKBRqPNjZ2444XtWS+gp5Lqbz+iTLidVkSiA+j2htNuJ4kC6uaUAgB27+vRdOxkodPlsKBuDsZEcxCN1trhhyQKE75O4gkZ4UhsyrPv/MEIWjsDUzrGaJIooqbSNTRkNhcZ7tmUcUDYmjVr8K1vfQvvvfceTCYTnn32Wezfvx+nnnoqLrroolyskWjSZEXFm7t7sfb57Wm3u2fjTgwkFLy914tN77bjiLluOMz6jM4ViMbHTKtPvlHb3NiZ8dqzQSdpy23T6SZ1UwoREREREc0wyQakXBTQAaAnHMeaDQ24b9MurNnQkJOomHTu2bgTsobcaaLhVFVFqK8fFrMBTrs57bZzq0tgt5k1N7UBg4XObm8IvkAfJEnEnCrXFFdMM108ISMU0fZzOtTXj6mkeScjY7IdNSQrCvR6CXarqegL6MAkMtHtdjsaGhqwYMECuN1u/POf/8Shhx6Kbdu24dOf/jSamppytNTsYCb67JEqviUdq1FCX+yjK3haI10qHEb0x+W023ocJvz++lOKNhN9QW35lK9KEhERERHR9CYrKs6+czMC0dwXtkUBKFQt+4FLj8XR9SWFOTlNK6qqoqMniJ7e0IiLL6IoACpGDMMcHUcxlfxoSRR4sSdDoihoGsw6k5hNekT7tf28nmxciqqqaPygPWd3RtTWlMDttObk2NmWcfup1WpFLDZYlKyursbu3btx6KGHAgB6erTdpkKUa+PFt6QzvIAOYKgo7jTrR7yJdJj1OPmQchw7vxTlDhMURcU3H38r7bE7g/1oaPbl/Y2azWKEXiel/WGn1w3eNkNERERERLPb1iZvXgroQOEK6ADw2s4uFtFpQv5gBPvbfCmHiSaLtZ5yB0wGHXS6sXEUNosRkihOahgpC+jaSZKAuVUlUFU1o8z6mSDaH4deJyKemPg1Fk/II/L3tQpHYjmNFtLptCUoFIOMi+gnnHACXn/9dSxZsgTnnHMOvvWtb+Hdd9/F73//e5xwwgm5WCPRhAYSCp79zz60+iKocpnxu381Z+3YRp2I+y45Br6+gZTDQje9267pOL3h3NwOmY4gCKipdKUdTFJT6ZoWt80QEREREVFubd07OwpQG7Y0Y2mtm9noNK5kfMVEvL4+LFlYNe7f1FarEcFQNNvLo2Fqa0rhsA1G7ET6B9Ddmz6zfqaxWU3wBSKat8900Gggh69fSRSnVVNnxkX0u+++G+Hw4Avy5ptvRjgcxoYNG3DQQQdh3bp1WV8g0UTu27QLT77RlLNOhq5QDKIg4IzDq1J+vNSm7Rte63bZNt5gkukw+ZiIiIiIiCgX7tm4E6csqsh75CYVP1VV0drh17TteEMb/cEIh4PmyfAibI3HDYvJiP3t3oyjXbRG6HjK7DAZ9dDpJFjNBjS39SIQ7M943dmSHGSr9fWWzN8vL7FPWEj3ByPomWCQbpKnzIFeXzijWQCYZj9+My6iz58/f+j/LRYLHnzwwawuiCgT923ahSdeb8r5edJ1kS+tdaPCYUybve5xmLC01p2LpWnicljgtJsRjsSQSMgpbzUjIiIiIqLZbVldCR57bU+hl5EXhYrcpOKXaXxFYtS2WrvYKTs6e4KwWYwIRWIQAFgtRhx2cDU6e0Lo6g1C6yTIshI7OnuCE25ntRiHOt8BoH5OOVo7fQXrgNfrREiSiKoKB4LhfviDE3eOt3UG0N0bRk2la9xaUSYXk/Q6CZXlDlSWO9DRE0Rn98TPIwDIspLyIlSxyriInvTWW29hx44dEAQBixcvxtFHH53NdRFNaCCh5KWADqTvIpdEAdeduQjff3rbuNusXrmo4B0OgiBMmx9MRERERESUf0GNA+pmikJEblLxG10Un8jwTGdVVbG/3ZftJVEanT0hdCI07JEQJFHEnCo3JFGcsDM6eZe+026G19834QWU/W0+1FSqI+7qr/G4UVXuRLc3hI7u9IX7bA9Abe8OASM+f22SGemjc/uTz4ckiZovJlV7PooJrip3wmzUY3+bV1Nnf6bfb4WUcRG9paUFF198MV5//XW4XC4AgN/vx4knnognn3wSc+fOzfYaiVJa/ev0wzyzZXgXuayoaGj2oTccG8pHf21nF37+8s5x9129chGz9oiIiIiIqKjJioo7Xthe6GXkVaEiN6m4ZTLoUH+gczcp3NcPWWOchV4nISErULW2SpNmsqKguVXb3QBzq91DneUTzZQDxh/QKYoiLCbDhJ3v2SygZ8PowbfJz89hN4+zx1htnX4IwkfPh8thgSgK2LOvZ8J9Z/Rg0csvvxzxeBw7duzAIYccAgDYtWsXLr/8clxxxRXYtGlT1hdJNNpAQsHWpslf3RUAaP2xlewi39zYiXUbd4yIbXGa9Wmn11971iEsoBMRERERUdHbuteLYDRR6GXkVUJWsOnd9qEGqULfPUzFwWYxQq+TNHXh1lS6RsSkhiLa7m5wOcyorSnFB3s7EZlld4AUm+EXPZIz5VrafRN2sI8e0OkLRLCvbeYMZ85kIG6y8F5WEoPTbobNYoTdaprw+2j0Rahil3ER/R//+AfeeOONoQI6ABxyyCG47777cNJJJ2V1cUTDO7/dVgOgAr7IALY1T+32KC0F9OFd5JsbO7FmQ8OYbdIV0AHg3pd24bTFHr4ZIyIiIiKiora1aeYUf7S67tdvD/1/hcOI61cuZhMUQRCECTuSRVHAvOqSEZ3IgPY5iUaDDv5glAX0IjC6E9rlsEASBeyeoIt6+FDZ1g4fujUO4JzJerxh9HjDQ5EwE30fjb4IVewyLqLPmzcP8fjYb/JEIoGampqsLIoIQMrO72z6/PJa/G17x4jjuy0GnHlkFU4+pGKoE0FWVKzbuGNS5+CwGiIiIiIimg72dmeeqTuTdAVjWLOhAWtXLWUhnYY6kls7/Ck7aSVRTLmf1WKElnxqi9mAfW3amwOznaNNg8brhJ6oC31ou4SMlg4verx92V7atPZR5E0p6uaUjvk+ShbZR1+EKnYZF9HvvPNOfPOb38QDDzyAo48+GoIg4K233sJ1112Hn/70p7lYI81C43V+Z9PJh1Tgm2ccMibjfHTXeEOzb0qFfA6rISIiIiKiYra5sRN/39Fd6GUUhXs27sQpiyp4NzHB5bBAVZEyW3u8XGy71TRmUONokihCFATN2enAYI62JIkZ7UMTG68TWmtOd38swQJ6Gq0dfixZWAWn3YxwJIZEQobuwIWL6dSBnqSpiO52u0d8cn19fTj++OOh0w3unkgkoNPpcPnll+P888/PyUJp9phK57dWyWGhkihM2CU+1SI4h9UQEREREVGxysffX9MJ7yamJFVV0dbpT7vN6FxsQRAwt9qdNsJibrVbc6fzcCVOCyNDMqSTRNRUutDWGcioE1pLLr5eJ6HbO7vv4JlIPCEj3NcPu80Mu9VU6OVMmaYi+j333JPjZRB9ZKqd31okh4VqMZUieLJYT0REREREVIzy8ffXdLO5sQMAOGx0lgtHYhMOFx2ei52UjILZ1+qFoo6MYBFFAdH+OFRNk9pGsttMECURnd3BjPedreZUueFyWOByWDLqhNaSi1/itvJroUFTSy/mppgfMB1pKqJfcskluV4H0ZDuUH/Ojl1hN+L6szMbFrO01o0Kh3FSbywzKdYTERERERHlW7HHT55+qAdv7fEiEM3fAMZn/rMfz/xn/7jDRmVFnTAWlKa/xAQF9KRAKJqyy3Z0AR0YjGXp7Jlk4VVVMYna+6wkiSLmVruHCreCIGTcCT1eLn6yi11N8fXNlMthhj8YnfJxipmsqCmjj6ajjDPRAUCWZfzhD3/Ajh07IAgClixZgvPOOw+SpC0ziCgdX3ggZ8f+wWcOx7HzSzPaRxIFXL9ycdqMdodZh2A0MfRvj8OE1SsXcSANEREREREVtWKPn1xU7cD/d/7hOOeuvyEykN886FTDRjc3dmLdxh0jmqzGK7bT9KY1F7vHG4bNYhwqEKqqitYOf9bX09zqhczhohOqqnCgotSRlcxtl8Mybp53qG/qDaDBUGYFdL1OQrXHCZ1OQldPEKG+4r4IOtzo6KPpKOMi+ocffoizzz4bra2tOOSQQ6CqKt5//33MnTsXf/7zn7FgwYJcrJNmEbfVkLNj+/omV6BfscSDtauWjnmzlCyWn7Kogp0IREREREQ07SytdcNu0iHUn5h44wJ44JUP8Nire/JeQB9u7fPbYTPqEIzG8f2nt435eKpiO01/WnKxk/a3+aAoKvR6CaqqatonUyyga2PQ67JaqB2viz2T18d4xvuS2q1G2G0fDanVSSL0et2IGJpo/8C0KqKnij6abjIuol977bVYsGABtmzZgpKSwUEbvb29+NKXvoRrr70Wf/7zn7O+SJpdyh25+4aaSpfFiiWetMVyDp4hIiIiIqLpRhIFnLKoAn9uaCv0UsYVGch+QTITwWgc33z8LUzUJ3XPxp04ZVEFG6pmCC252EmyomBfmxcA+PUvsNF3EKiqmlEe+kSGH6/EZZ18PE8aob4YSlxWuJ3WcbfRTcM0EK0RScUq4yL6q6++OqKADgClpaX4yU9+gpNOOimri6PZaWmtG+UOI7qzPNwmG0M+JVFgsTyNTH45ZfsX2XTG54KIiIiICunY+aU5K6Kb9CL644XrIs+miRqBO4P9aGj28W/GGcTlsKC8JIZub1jzPuwYLxxJFABVhaqqEAQB/mBk3EzzyeRzpzqeJIlQFTVlBv5UtLT74XJYxq0N6HViVs+XD1ojkopVxkV0o9GIUCg05vFwOAyDIXcxHDR7SKKA1WctwvefGnub3FRwyGduZfLLKdu/yHItl0Xu6fZcEBEREdHMk8u7gY+dX4p/7OrO2fGLTbEPaqXMOezmjIrolBuSJMJs0iGcJqZXVlTs3tcDSRRgs5kQSDG0M56QJzXo0h+MpLwrQZZzc5FQVpRx40/8wQha2n05OW+u6A/UUqazjC9bfOpTn8JXvvIV/Pvf/4Z64OrOli1bcPXVV+O8887LxRppltnc2Il7Nu7I2vFEAbj9c0cymy6Hkr9MRmeBJX85+YORSW1bDPzBCBo/aMfu5m40t3qxu7kbjR+0Z2Wd0+25ICIiIqKZaWmtGxWO3BQ3+uPT+/b9TBX7oFbKXDL7mgpLVdW0BfThZEVNWUAfrrXDD1Vj93iuhsVOJBl/oqoqQn398AX60N4dQFNLLxKTLN6bjBn3U2dFTaVr2t9xn3ER/d5778WCBQuwfPlymEwmmEwmnHTSSTjooIPw85//PBdrpFlkc2Mn1mxoQHdocgNAU1FUwGXhXRK5ouWXSfKXUybbpjtf8pdHqK9f8y+9ychlkTsbzwURERERUTZIooDrVy7OybHf3OPNyXGLUTYiRKn4JLPRJ4N3w2ePkuWYnOSgS2Dw7/NgOIr2Lj/auvwIhaMj/hYPR2I5GRarZY2+QN+Ixr7O7qllsPfH8jtEWhIF1M0pnRF32md0+UFVVQQCATz55JNoa2vDjh07oKoqlixZgoMOOihXa6RZQlZUrH3+vZwcm7fU5Y6WXybDfzlp3Xa8W5byFX2itcjttJsndTU1k+dtOk+vJiIiIqLpYcUSD9auWop1G3egK8vzqWYLRojOXC6HBZ6yeMZDJOvmlAKCgHBfPzp7xkYjU2ElEjL8wQj2t/kgKx91dnchBEkSMbfKDZfDUrCBmG2dgYKcN5vq5pTCbjMXehlZkXERfeHChdi+fTsWLlzIwjll1da9XgSjubkixlvqckfrL5NMfumk2na8/LHJ5plNJNdF7lw8b0REREREkyUrKhxmPa755MHoCcZw/yvvF3pJ08oXT6pjhOgMl2kMhl4nwWY1QRAE2CxGeP2RtH9jSpKYs3xtSq0/lhj3wogsK0O1Bp00/YZ4FgNRFGCbQU2BGf0EEEURCxcuRG9vLxYuXJirNdEstbUpN7f58Za63NI6XTmTKcyjt811V3gquS5y5+J5IyIiIiKajM2NnWM60C0GCZEBNnRo9Zd3O3DNJw5mJ/oMlunfZsMzoJORMKkaw5LmVrnRF42hu5dDTPNBr5PQ45347oDWDj/mVLlytg5RGIwhnokUZTDWd7pnoSdlfCnlzjvvxI033oj33stN7AZRtuXrlrp8ZnUXEy1DVpJTmDPZdrhMI2OyIddF7sk+F0RERERE2ZScSzU6woUF9Mx0BvvR0Owr9DIoh7QOGNXrpJQZ0C6HBXVzSsccI7k9ABbQ86jEbYWsoXodT8jw+vtyto66uWWo9jhzdvxC6/HNnNd0xiNZv/SlLyESieDII4+EwWCA2Twy18brnT1DQyi7ltWX4LHX9mTteBV2I64/e3FebqnLZ1Z3sdFyRX34FfhMtk0qRPRJ8g1SuuL9VIrcmT5vRERERETZJisq1m3ckXYbh1mPYDSepxUVXoXdiBWHVmLDluaM9+UsrplNEAS4nOa0hW5BAKo9znHrAC6HBU67GeFIDImEDN2wvykbP2hPe35RFLI+XHM2kkQRc6vdGTU+BkL9OVmLXifBbjXN6BifgYH8DjLNpYyL6OvWrWNRh3LiyHluCACy8Svh00dU4CunH4xSlzULR0sv31ndxWjwijo0XUjIZNukQkSf5KPIPZnngoiIiIgoWxqafRMOEZ1NBXQA+PzyWry7f3LD/EptRsiKioZmH3rDMbgtBkAAfH0DKLUZsbTWzbiXaUxVVfgD0Qm2AZpbvYMF93H+nhMEYcxcrVBf/4R3X7OAPkgUBChTuPNfFIWhCxmFlqwp+EORQi8lYxazHhENvx8MhoxLz0Ur48/k4osvRiKRgNWa++IkzS6//ueeKRfQ3WYdPresEkfNcWB/mxeSOP4vrmwoRFZ3sRrvinqqzzuTbYHcd4WPJx9F7kyfCyIiIiKibGHn9Fj3bprcQFWPwwR/ZAAXrHt13AsTFQ4jrl+Zn7ulKfu0xIwmtXb44bCZ0Bcd0PR3Xjw+c7p1c0kUBcypdGNf2+RTMOIJGeG+wc7yqRbkJ0uSBMytKoHTbkYwFEUgmJtO91yymo2aiuhlblseVpMfmovoPT09uOSSS7Bp0yYoioLjjz8ev/nNbzB//vxcro9mic2NnXhk8+5J7XvuYWWosBnhMOuwsMwCcdiV/VwXsDPJ6h59pXkmSnVFPVvbFir6JB9F7kyeCyIiIiKibCm1cf5Otnzi8Ep8/6ltabfpCsawZkMD1q5aykL6NJRJfGg8IWP7B+0jYjrSNWMlZnCcRzYpioqW9qnPHmhq6dWUh54rtTWlUBQVjR+0a74wU2zsNhMgpM/xLy+1QRQzHsdZtDR/JmvWrMHbb7+NW265BXfddRd6enrw1a9+NZdro1lCVlSsfX7yg2r/uduPo+c6cEiFdUQBHcj+sMnRCpHVPVtNNIQll3ccJIvcbqcVdquJXeJERERENCMsrXWjwsFC+lR4HCbcftGReOXd9HnWw92zceeIAp6sqHh7rxeb3m3H23u9BS3u0fgyjQ8dnXOdjHz1BcZGd0jSzCk0ToWAwVz5dLLROV7I7zFJFCHLKppaeqdtAV0SRditJtR43CgvTd1pXl5qQ43HneeV5ZbmTvSXX34Zjz76KM4++2wAwNlnn43DDjsM8Xgcer0+ZwukmW/9a7sRjE7+1iVfNIEPeiI4pCJ1xFAuC9iFyOqezRh9QkRERESUPZIo4PqVi7FmQ0OhlzItXXvmwVjocWBrk3fCbPnhOoP9aGj24ej6Emxu7MS6jTtG7O+y6HHjOUtw+mGVuVg2TZKWmFEtmlt7AahwOz+qYYT7GK0EHJiRV8BrSAKAMrcV3kAUspKbuwOsFgNa2icfR1MM5la7h+owNR43qsqd6PGFMTCQgMGgQ5l7ZnWgJwmqxnG0Op0O+/fvR1VV1dBjFosFO3bsQG1tbc4WmG3BYBBOpxOBQAAOh6PQy5n1ZEXFyjs3T3lYzRUn1ODYWmfKjy2oLc9ZVIaqTnz7jV4nYcnCKhZ6iYiIiIioKKUq5LotBvgiAxkfy6yXEI3nrpGpwmHEp4+eg5oSC+7ZuBP+SOEGnxolATF5chW/Wz97BPSSmPYCxhdPqsM3zzhkkqujXPAF+tDcmp0CaPKOan8wkja6lPKrUDnpkzGVtUqSOOJuiWSyQ7oBtjpJxJwqd06TAIqZ5k50VVWh043cXKfTQcnRlRmaHRqafVmZ9u4wp34p52LY5HCFzOomIiIiIiLKhhVLPDhlUQUamn3oDcdQajOiO9SPm599N+NjCUJui0/fPOMQfPLwweY+o04qaBf9ZAvoAOC2GvCj59I/v0+83oQlNU6cfig70otFNu8yTw4fbe3wZ+2YNCg51HV0kThdgThpuhTQJUnEoQur0NkbQk9vaERETTJ/Hxh8nQ1v/Ex+LNVd/gBGPGY1GzQPx50NMiqin3766SMK6ZFIBOeeey4MBsPQY1u3bs3uCmlGy8Y0ePeBgaKppCpgq6qa1TiQwazu8X8wzdYrdET0/7N35/Fx1eX+wD/nnFky+0y2ydp0oaUbdAUsXAplLwqCIPWCbAKXCuptEYVeFFDQ/kBZVGxFhSKLUEBEwJZFLQULSluaCqRAgSZt0uzJZNbMcs75/ZEmdJKZZCaZyWRmPu/XrZec+Z5znkmnk8xznvM8RERERNlDEgUsmlI48PXOfclX2+o1Ivyh9Bba3frsfyAKAk6dW4Zls5245ITJ+ONb9ciSvBeAvmr6j5vdCbWA+elf3oe1QIuFUwohifmbvJooUtkuNhyR0dHtzdq+2BOVJImYUl0M4LCEsCSis9sLl6c3w9GlkNpX2FleYkNZsTVunmu4lrixujYM3pauzg7ZKOEk+m233TZk25e//OWUBkP550Cnb8zHuP706dDrNAklsLt7fGhsdkX1tkpFspu9uomIiIiIKJf0Dx1Nptd3MJL+O9VVALc8sxv/OeCC1aDBE9vq037OVOsNy/jVqx8ntNYXlPHtR3eg1KrH6uWzsGy2M83R0XBSPe8sFBr9fLhsls6WKdXljqgkscvtx/6D3Tl3sUJWFHj9QVhMBRAEIW6ye7jHKDkJ90TPFeyJPnHIiorz7n0d7Z7E+uwJiJ4v4TBocNXSGpw5rwrhsIyI3Hd1UavVxExgN7V2o73TG/f4/f3IRivVFe5ERERERESZ9ItXPsSTbzVkOgw6zNoV85lIzyBVVfH+xwej2oSMRYXThoOtPSk5VrawmgtQUmjGp/s7UnpcrUZCocOEAp1mICfT4wlkrN+8yaBFcaEFvcEwWjs8aTlHTWVh1IBaSq+EK9GJUu3dfV0JJ9AB4OollTAXaOAORGA91MJFFAV82tA+sKa/qnxw8rq7xz9sAh3oa8disxhGlfh2uf1s50JERERERDlDVlRsrj2Y6TBokPs3f4ilM0vZ2iVDBEFAoc2I9q7h8wuJ0GokFDvMaO8cvqVLor28s4XZpIfZVDBksOVoiQJgMRvg8wfR2u4e2K6RRGTyu+YLhCH1+GEw6EZePEqpvjOChidmOgDKT1vqWnHLM7sTWqvXiLj2hCosmmTDkaUmHFPT9//FGL80hCMy6hs74XL7B7apqorGlu4RzxOOyPD6k+/R3j9Je/APvVixEBERERERZYPahm64/OFMh0GDtLp7Udsw8udbGhtVVeHx9aK7xwePrxeHN3GwWgwpOYfdZoAoigMDIONRFBWSmDvpu2KHGYIgoNiRmgpqRQV6PAFEBiXkI7KSsjsGRsvt7Y1K7KeSJIoDw0BpfLASncbdlrrWpCaoj6avXlOLC6IoQJYVhCNywm+cyQ4JUVV1xEnaY6lwJyIiIiIiyoROb/IFRjQ++HeTXiPdaW426qHVSGPusd3e6YWxQAe71QhJFKNmtw2mZrSmOnVKiswQD10QKNBrMxxNdqsqH9qFgdIrdy5lUVaQFRX3bd6T9H5Pv9uS1O1L4YiMz/Z3oKGpK6n+YsneCuP1B0f8wTnaCnciIiIiIqJMKTKzwnGicpjS1x4i3yVyp7kgCCNWjyeqoakLLe09wybQAeREO5dihxlWs2Ggul8jTYyUZKwuBxNdSZGZvdAzYEyv2N7e3lTFQXmitqE7qenu/boDEeztSG9blNHcCpNo5XqyFe5ERERERESZNL/GgVIrE+kT0fPbD2Q6hJyUyJ3mB5q7oaoq7FYjJlcVQZuCntTpGjo50XR0e/FpQzsamrrwaUN7xgZ+Hk6rkTBnejmyJY0uSSJqKotQ6XRkOpS8lHQSXVEU3HHHHaisrITZbMZnn30GAPjhD3+Ihx56KOUBUm5p94z+wos7EElhJEON5laYRCvXOeyBiIiIiIiyiSQKWL18VqbDoBj+XteKTbVN2LmvC3IOVCinkqyo2LmvC6++15z09yeRO81lWUHLoR7XdqsRs6eXY1pNCSZVFOZU3/LxMBFeuxVOG9o6vVnRLMdZbMXcGRVw2IyZDiVvJd0T/c4778Qf/vAH3H333bjmmmsGth911FG47777cNVVV6U0QMot2z8d/ZVGqyF9LfxHeytMIr3QtBqJwx6IiIiIiCjrLJvtxNoV83Hf5j2juqN4orAaNGkvyhpvP/7z+wCAUqseq5fPwrLZzgxHlHlb6lqHvFaT+f4kegd5R5cHZSVWCIIAQRBgMRUA6GsLMhGqqylxjc3dEyKZP5LiQjPKS22ZDiPvJX2Z7NFHH8Vvf/tbXHLJJZCkz6trjz76aHz44YcpDY5yi6yoeOPD1lHtW2TWYXpx6q+2jfVWmER6oVWWcdgDERERERFlp2Wznfjz6pPwq8sWw2rIrkGApVY9fvLVebjjwnkwaHOzSrjNHcSajbXYUje6z9q5YktdK9ZsrB1ysSeZ70+id5DLiho190xVVXh8vfD5g1nZXzufZUMCHQBsFkOmQyCMohK9qakJRxxxxJDtiqIgHA6nJCjKTY+88Sk8vaPrDX7jF2dj/swSdHR7EQpFoNNpoNVIONjak/RE7AqnDVqNBM2hCvHDE9yq2vfDMBKRYz4ei91qRElREO2d3iGPlRSZYbfyVhsiIiIiIspekijgmGlFWHPuHKzZWJvpcBLmDoRx90t16Ankfq7i/s0fYunMUkh5mMSVFRX3bd4z7JpEvj9mox6SKCSUWO2vWne5/WhqcSWdlyBKFLsbTBxJX4qdM2cO3nzzzSHbn3nmGSxYsCAlQVHu2VLXit9t+XRU+9oMWiydWQpRFFFaZEVlmQOGgr5p5NUVDkybVIyaykJMm1Q84nRnrUZCSaEFDpsJFlNBVILc5fajbm9z1KCLur3NcLmHH2jqcvtjJtABoL3TO+L+RERERERE2WDZbCeuWTYt02EkrDes5EUCHQBa3b2obejOdBgZUdvQPWK7oUS+P4IgoLjIktA5NRoJLrcf9Y2dTKBPQHZr7lRus7vBxJF0Jfptt92GSy+9FE1NTVAUBc899xw++ugjPProo3jppZfSESNluUSuCg+nJxBGbUM3Fk0pjHmVV6uRUFlmh8VsQFW5Y9geZPHefPp/+A0Wjsiob+zE5CrErChPZHp3U4sLNouBb3pERERERJT1qouSnyVF46PTm71968ci0eedyLqyYis6Or2QFSXuGq1Ggsmgw55PWhKOkcZXkd0Ejy8IWY7/9zjR9ee62N1g4ki6Ev2cc87Bxo0bsWnTJgiCgFtvvRV79uzBiy++iNNPPz0dMVKW6p+K/fstn4x5CE2nNxj3Km9/otvl9sNuNWJyVRG0g3qZaTUSJlcVjSkRrqpDb+lKZHp3OCJH9UsjIiIiIiLKVkVmthWYqPL17ybR511k0o24RhAEVFcMPzOtsswOXyDECvQJSquRYDYVoNCW3cnn6goHE+gTTNKV6ABw5pln4swzz0x1LJRDXnuvGXe9WAdvMDUT0ItMuoQrvu1WI2wWQ8K9zZNJhPdP3e6X6PTuRNcRERERERFNZPNrHCi16sdcKEWpJQrAUdX2TIeRVvFmmCXymnQYNNCFegeK74bTV5yHuHfB261GdPf4Uva8KLUqy+zo8QTQ3hW77W62yOYq+lyVdCX61KlT0dk5tO2Fy+XC1KlTUxIUZbcb/7gTP3z2PylLoNsMWkwrMSZV8S0IAiymgpi9zwcbSyI80endia4jIiIiIiKayCRRwOrlszIdBg2iqMB7B1wDX/ffGf7qe83Yua8roWGZE9lwM8wSeU1etLAMsqIM3MU+ErvViNnTyzGtpqRvBltNCWZPLx9IwKfiM77Ilq8pJ0kiVBUjFmGOlrPEiprKQjiLE+udPxbMI008SVei19fXQ5aHJhODwSCamppSEhRlr+8+sRPbPu5I+XHTWfE9lkS42aiHViMNm+DnJGUiIiIiIsoly2Y7sXbFfNy3eQ8r0ieQ/p7fW+pah/zdlFr1WL18FpbNdmYqvFFLZIZZvNekw6DBRQvLsKDKOrAt0bll/cV5sSSSCxiOs9iC1g7PqPal+GRZQUNT/Dl5Y2XQa2G3GuH2BgCk7++PeaSJKeEk+gsvvDDw36+88gpsNtvA17Is4+9//zsmT56c0uBo4glFFPzpnf1o6vaj0mHEBcdOgiQKqG3oxuP//Axvf5L6N6ueQBgftnhhTmDtaK7UjSURLggCKsvsoxpmSkRERERElK2WzXZi6cxS1DZ0o93Ti25vCA6TDiXWArj8Idz1Yh3cgXCmw0wJAYClQAN3b2rutk6XIrMeW+pasWZj7ZDH2txBrNlYi7Ur5mdNIl1WVNTWd2H3J60w6URMLzZCFId+tu5Pii+b7cSCaite2dkAdyACq0ETc5947VqTVWg3obXDndQ+/S1hYs1co4mvb14ecLDVldbzMI80MSWcRD/vvPMA9CUNL7/88qjHtFotJk+ejHvuuSelwdHEEQjJ+J/f/wt7W6N7Sv3ylY9QoBMRCKW3V1NjhxdHOYdv6TLaK3XJJsIH92GzWQyoqSxEY7MraoK3JAooLrTAZjEkHRMREREREdFEJ4kCFk0pjPmYWa/B/z62c5wjSg8VgLs3gtPmOvHGnjaE5JEToKLQ12JlvDitBTiq2o4Lf/HGsOvu3/whls4shRQjGT2RxKqmtxs0WDGoqhyIToqrioIjS00jHn8sc8tcbv+QfumHk0QRDnvfrDaTQQdfIDSkj7vH1zvq81PmhCNySivdJVGIarV0eN99mngSTqIrh5KDU6ZMwfbt21FcXJy2oGh8yIqK2oZudHqDsOg1eOOjNhzo9KPLG4TDqIFRr8WkIhNefu8gOr2xKwhUIO0JdAAQ5AjsVsOwgyEK7Sa43P4RB4nGksjgECD2D0tJFAEBUQl0oO/729rhRpfLxzdBIiIiIiLKK7nY7/lv77cmvHa8W5Cfu6gSu/d3j9hep9Xdi9qG7rgXP8bT4TmJIrMe82sckEQhbjW9KxDBg9sace0JVUMS6T2eACymgrTPLYvXWqafs8SKsmJrVD4iVsX7WNvBUG6oqSqCIAhDLrLQxJR0T/R9+/alIw4aRFZU7PisE8++U483P0p9ixQBfVfGR76Anvr+5slyHLoFq6vHj0kVhWhqdUVNKe5PYh9+G9Vort7ZrX1XimNN+wbi/7AcnDwf7PA+bUykExERERFRPuj2hzIdQl753ZZPYTUkluLZ8VknOr1BOIw6QAC6faGoJPZ4iNe3/X/PnIlfvPLhsPs+/W4L5lVYotq0dHR5YTbqYbMY0ja3TFVVHGjuHnZNV7cPZcXWYdcAid0RT7lNq5FgMRUwaZ5Fkk6iA4DP58PWrVuxf/9+hELRPxi/853vpCSwfLalrhV3/Pk9+EPpuyKpIpEE+sRw0cIyiKIAWVbQ1BLdMkUUhJhJ7NEmruMNDlFVdczTnRMdXkJERERERJTtiswcijfe3IHEerZveOOzmNvHa/jocH3bb3lm94j7dwci2NvhH9K25cDBblhnFKRtbllLuzuqoC+WkfqtD24PO6nCgaaWnhGL8yj3sO959kk6ib5r1y6cffbZ8Pv98Pl8KCwsREdHB4xGI0pLS5lEH6N4P0zyUawp2oN/sCgjDONIVeLa6w+O+TarVA0vISIiIiIimujm1zhQatWP2F6EJo7xGD4qKyru27xnzMeJdcFAVhR8sLcZ1eUOTK4qGrZd6+Bk9khtNFRVRUeXJ6HY4vVbH6mXOuUHQRBQU1nITgVZKOkk+urVq3HOOedg/fr1sNvt+Ne//gWtVouvf/3r+N///d90xJg3ZEXFvZvG/sMk2y2fXYyZTlPcydvJSFXieixDR9JxHCIiIiIioolMEgWsXj6LRWJZKJ3DR2sbRu7bnoh4rWtkWTl0V3oRZk8vj5koj5XMHqklrNcfjBoAOZze4NAE/0i91Cl/iIIAm8WQ6TBoFJJOotfW1uLBBx+EJEmQJAnBYBBTp07F3Xffjcsvvxxf+cpX0hFnXqht6Ea7J7+v0jsMGpwzp2TMyfPDxUtcJ3PlebRDR9J1HCIiIiIioolu6cxS2Axa9ATCmQ6FkjCW4aODh4UeVW3HewdcA1+3e3rHHF//3LTh9N+VPrigLl4y+/CWsLFmpSVTENfa4YahQDuQkE9Fe1jKHbKisEtBlko6ia7VagcSjU6nE/v378esWbNgs9mwf//+lAeYTzq9+Z1ABz7vf55KsRLXyV55TsXk7NEOLyEiIiIiIspGtQ3dEyKBbjdoEZQVBNI4d0wrCTDpNXD5M/98U2E0+YlYw0JFATi8gNtu1I45tkTyBrHuSk8kmX3gYDeaxKG5gkKHaZi9Yh+nv7VsKtrDUm5hl4LsJCa7w4IFC7Bjxw4AwLJly3DrrbfiiSeewKpVq3DUUUelPMB8kk+DVwb/uHMYNLj2hKqo/uepECtx3X/lefAPsf4rzy63f2i8hyZnjwWHRhARERERUT7JZKGYUS9hcokROkmEKxBOawIdAE48sgRnHFWe1nOMp2TzE/3z3Qa3ahncASWRiwxOawF+ctE82AxDE+5GXeJprMGJykSS2bKixMwVtLa7IYmJn1tWFLR0uKGqKjy+sVffU25hl4LslHQl+k9/+lN4PH3DFO644w5cfvnl+OY3v4kjjjgCGzZsSHmA+WR+jQMlFn1etHS5ekklzAUauAMRWA/dipXqCnRgaOI6kSvPqRpG2m+k3mpERERERES5KJOFYv6gjPr2oQVS6fKPurZxO1e6Oa0FmF/jSHh9qoaF9lu1fCYAxLyLwR9S8OC2xoSK8AYnKsdc/ZtAikBRVOzt8MMdiMDe5seRTg8UNbFe6pQf2KUgeyWcRL/11ltx8803Y/HixQCA7u5ulJSUYNOmTWMKYN26dfjZz36G5uZmzJkzB/fffz9OPPHEEffbtm0bTjrpJMydOxe1tbVjimGikEQBN5yd24NXTDoRXz+mIuUV54PFS1wncuV5tLd9SaKIyjI7tBoRKvoGmiQy5ZuIiIiIiCgXza9xoNSqT8kgSRo/q5bPTHioqKyoePpfDaP6O7YbtVGV6U5rAVYtn4mlM0tx/n1bh9336V2tmFdhiVuMFytROdbqX1lW4Cy2oqPLC1lRhjy+q9GNje+2wBX4fLCo3aDBioVlac+BUPZgl4LsJahqYpfEJElCc3MzSktLAQBWqxW1tbWYOnXqqE++ceNGXHrppVi3bh1OOOEEPPjgg/j973+Puro6TJo0Ke5+PT09WLhwIY444gi0trYmlUR3u92w2Wzo6emB1Tox38S21LXijj+/B3+abzcbTwKAs+cU44uzUzs09HDOYgsK9NphE9fdPT40NHWNeKyaykI4bJ/3PPP4evFpQ/uI+02rKeFwCCIiIiIiokP623zQxNefxF4225nQ+lg90JNx+1eOQom1YGDo6PwaByRRwM59Xbj+ke0j7n/BvFKcOqMoZo5hclXRkKI6VVVRt7d5TP3JayoLYbMY8N5HTTg8m7ar0Y0HtzXG3S/Z9rUCANavZzdJFKMutrBLQfZLuBJ9cK49wdz7sO69915cddVVuPrqqwEA999/P1555RWsX78ea9eujbvftddei4svvhiSJOH5558f9hzBYBDB4Odv6G63e8xxp9uy2U4snVmKHZ914tl36vHmR0MnR2ebq5dUYtEkW1rPYTYVwGIqgKqqQyZp9yfUE73yPNrbvjgcgoiIiIiI6HPLZjuxdsX8MSVbKT3sRi1+dMHR6AmEo5LYiUjFxZEiS+yWFon20v/T7ja8vKcTXz+mfCBBPVyisn/WWX3j6HMsGkmEIAgQBGEgL6YoKja+2zLsfk+/2zJs5Xw/SRJRaDeivdM76hhpYqgos0Gn1cTMTVF2SroneqqEQiHs3LkTN998c9T2M844A2+99Vbc/TZs2IBPP/0Ujz/+OO68884Rz7N27Vr86Ec/GnO8400SBRx3RDGOO6I45uOhiILfb92LR9+oH9/AkmTSSVE/0NJFEkWYjXq43H40tURP0pYkEVVlDjhsRpiNemg10rBXnsdy2xeHQxAREREREUXrLxSrbehGpzeIA50+/G7Lp5kOK+8tn18BjZT4sMx+qeiBbtRJ+PFz/0G7JzSwrdSqx+rls5Lqpe8LyXhwWyN+cM5MnDTLOWKi0m41YnIVhuQNREFIqHd5RFGx7cNW7Kl3Dcx329vhj2rhEkt3IIK9HX4cWWoadp0sK+js9o0YB018B1t6UF3hiOpyQNkt4SS6IAjweDwoKOir9BUEAV6vd0hld6ItUjo6OiDLMpzO6NuEnE4nWlpiX8Hbu3cvbr75Zrz55pvQaBILfc2aNbjhhhsGvna73aiurk5o34lMpxFx3alH4rpTjxz1Mby9Efzw6Xex/bNuREZ5Y8HcMiMKTXq0e0MoMWsxp8KEho4gVAE4ssSIGaWmtLVviSKocLn9MVu1yLKChqZO+HuDqHQ6RrzyHKs/1WiT70RERERERNRXKLZoSiFkRR2x3zWNj41vN+DJtxoGvrYbtfjel2bj1Dllw+5X29A95rsK/CF5SAvbNncQazbW4icXzUu6l/5vX9+H5QsnJVTpa7caYbMYou5gD4dl7D84fOvXXY1u/OCvn6DD+3ni327QYFF1Ynkw9wiJ9n6KwkYuuUBWFNQ3dmJyFdjCJUck1c5lxowZUV8vWLAg6mtBECDLybWzGPwG13+cwWRZxsUXX4wf/ehHUXGMRK/XQ69nYjMWc4EG91127IjrQhEFv/v7R3jsrf0D246pNuLSY6uhi1F5Pa8ipWEmRJZVNDa7hl3T3umFQa9Fod0c88rzWG/74nAIIiIiIiKi4aUiAUupMThX6/KHccvTu1F3Qg++fUb8gr1E262M1i9f/gj/e+ZM3PLM7oT3afMEUdvQPXChpv+uh3htagRBiJpn5vH1Dnv8eD3PXYEI/v7xyHPXAMBqyFgzCMqgphYXbBYD80U5IOF/wVu2bEnpiYuLiyFJ0pCq87a2tiHV6QDg8XiwY8cO7Nq1C9/61rcAAIqiQFVVaDQavPrqqzjllFNSGiP10WlEXH/mLFx/5qyofuNQFTS2uCAPHUqdEbGmYw+2/2A3BEGEwzb0yvNob/vicAgiIiIiIqLEpDsBS2P3xLZ6FGhFfOOkI2L2SE+m3cpotLp7YTfp8JOvzsMPntmd8IDNTm8w5rDT/jYxww1MHe7u80R6no80CNRxqPUL5Z9wRIbX1wuL2ZDpUGiMEk6in3TSSSk9sU6nw6JFi/Daa6/h/PPPH9j+2muv4ctf/vKQ9VarFe+9917UtnXr1uEf//gHnn32WUyZMiWl8VFsg6/WOuyWqMdDoRD2NrQjHJ4gmfUYGpo6IQh9SfHDn0siYt32xeEQREREREREiUl3ApZS46HXP8MLOxtxw9mzo/rZF5n1OKraPmK7FYNWQiCcXKeCw/WfK5nGJvF67fe3iVm7Yn7cRPpwd58n0vN8pDgvWlg2Pq1uaUKqb+xEdUUhiy+z3JjuJfniF7+I3//+9ygvLx/V/jfccAMuvfRSLF68GEuWLMFvf/tb7N+/HytXrgTQ18+8qakJjz76KERRxNy5c6P2Ly0tRUFBwZDtlDk6nQ5zplcC6GvN4/H1orvHi+6e4W+NGm9juZ1m8IUEIiIiIiIiSsz8GkfS/a4pM9o9IazZWAubQYueQHhge4lVj3mT7Pjb+61x9x1LAh3oS4jXNfUkvL7ErMPzO4e2Wznc/Zs/xNKZpTGr64HP7z4/0NwN+bBb7hPtZX7qjELsPOCOSrg7DBpctLAMC6oS65tOuUlWVPZHzwFjSqK/8cYbCAQCo95/xYoV6OzsxI9//GM0Nzdj7ty52LRpE2pqagAAzc3N2L9//whHoYlKEARYzQZYzQbUVAKNzV3omCBTpsMRGV5/kMlwIiIiIiKicSSJAlYvn4U1G2szHQol6PAEOgC0u4PDJtBTIVZF+XDOO6Z6xH1a3b0DfdPjsVkMaGzujtqWaC/zoystuGCeE3s7/HAHIrAeauHCCnTqx/7o2U1QVXXUY38tFgt2796NqVOnpjKmtHK73bDZbOjp6YHVyiuB401RFLz/UdOQASaZUFPZdysNW7MQERERERGNr1i9qym1bAYtjq6x480P2zMdStoIAO786jzIqopbn/3PiOt/fOHROOOo2N0UZEXF2x+1Yk99R1QCXFFU/N9Le4dt6eIwaPCTL01nwpxGNK2mhAWdWWpMleg1NTXQarWpioXygCiKOHpWNWRZRlOrC/5ACL3BxG6NSrXeYAR1e5s5JJSIiIiIiGicLZvtHOi1veOzTmx447NMh5QTzjq6HOV2AxZOKcS8SQ5c+Is3Mh1SWt150TycOqcMO/d1JbQ+Xk/+WBd17AYNVhxqxbJiYRke3Ba/XQx7nlOiIjGG11J2SDqJvm/fvoEhnu+//37KA6L8IEkSJlUUAQBcbn/M4R3pJAoCWjvcQ7aHI3Le96lSVZXV+URERERElHaSKGDRlEJ0elmNngpOawF+eP5RAz2/d+7ryulK/xVfqMGpc8oAJNZr32ktwPwax5DtW+paY7YXcgUieHBbI649oQoLqqy49oQqbHy3hT3PaUw0GinTIdAoJZ1EP+KII7B06VJcddVVuPDCC1FQwFsQaGzsViMmVSjYf7B75MWpImDY8dn52qfK5fajqcXF6nwiIiIiIho38aqDKTnL5jhR29CN+TUOSKKQ8xcnls4sHfjvRHrtr1o+c8hQUVlRcd/mPcOe5+l3WzCvwoIFVVYcVW7G6590o8MbQrFZh5OPcEAjiWN6HpQ/tIcKFSk7Jf0vfffu3ViwYAG++93voqysDNdeey3eeeeddMRGeaTQboZlnH5xEgRAGaEpe//g0XzSf0dAeNCtRf3V+S63P0ORERERERFRLuuvIqaxeertBlz/yHZ88Wdb8Pf3W+Aw6jIdUtrEqipfNtuJtSvmD3ktOa0FWLtiPpbNdg5skxUVO/d14fdbPhmxWr87EMHeDj92Nbrxg79+gmdrW/H6J914trYVP/jrJ9jVOPQud6JYKsvseVesmUtGPVg0EongxRdfxCOPPILNmzdj+vTpuOqqq3DppZeipKQk1XGmDAeLTmyf7W+H29ub1nNoNCIiEWXEdZMqHCi0m9May0ShquqQ/vCDaTUSZk8v5xs+ERERERGlXLyWGjR6p8524u91rZkOIy0GJ8UPF4oo+NM7+9HU7Uelw4gLjp0EnebzGtLRDLU9dUYh/v5x/L7r/S1fxsJQoEGgNzMz4yh1bNYC+HwhROTP8068wz83jDqJ3i8YDGLdunVYs2YNQqEQtFotVqxYgbvuugvl5bEnHmcSk+gTnyzLONDcBbcnCGVsL88xqXDaUFqUH68Rj68XnzaMPLGdU6SJiIiIiChd/v5+C3747G6McOMw5YmLl9Tgbx+0RCW7ndYCrFo+M24CPeaAUKMWZx5dgaUzS+HyhXDLM7uTjsWsl+ANxi86cxg0+MmXpo9puGhpsQVtHZ5R70+Z5yyxorzExllzOWrUSfQdO3bg4YcfxlNPPQWTyYTLL78cV111FQ4ePIhbb70VHo9nQrZ5YRI9uzS1dqO905uRc0+qKESh3ZSRc4+37h4fGppGnmZeU1kIhy0/vidERERERDT+/v5BC255OvkkJ2WOw6jF2Qsq8cS2+pQet9Six7OrluK9Ay50eoMoMusH+r3HksjdDKKApC/S6CUBQXnknVYvq8GRpaP/vDxtUjEamrqiKpgpe2gkEXNmVDBZnsOSHix67733YsOGDfjoo49w9tln49FHH8XZZ58NUey7NWbKlCl48MEHMXPmzJQHS/mn0umAsUCHxmYXZGV8f5BotfkzMTnR6dCcIk1EREREROl06pwyiCsE3PXiB3D5w5kOhxLwv2fNxFnzKjC70oafvVSXsr+3Nk8Q7x1wYdGUwhHXJjIgFEg+gQ4goQQ6ALgDo2/FIkkCVACFdhPaOlmNno0cdiMT6Dku6ST6+vXr8Y1vfANXXnklysrKYq6ZNGkSHnrooTEHRwQADpsJdqsR3T1e7D/oGpdz5tvEZLNRD61GGrEnej59T4iIiIiIKDOWzXbihBklOPee15lIzwIl1gJsqWvFL17+MOV/X/+oa+lr86oC3f5Q3Gr02obupHqcp4PVkHSKbYAsq/hsf0cKo6Hx1t7phcmgZ9/zHJbUv/BIJIJLLrkEX//61+Mm0AFAp9Ph8ssvH3NwRP0EQUCh3YKDbe6EhoKOVb5NTBYEAZVldtQ3dsZdk2/fEyIiIiIiyhydRsRN58wZtj3Hfx9fg027DqInwER7pjitBaPuM56IP71zAH9650DUtlKrHquXz4rqi97pTV0CvUAjojfJvIPDoMH0YiZP893+pi7YLAbmTnKUOPKSz2k0Gtxzzz2Q5fjVqkTpNHdGZVqPr9VImFxVlJdXDu1WIyZXFUE7qGVLPn9PiIiIiIgoc5bNdmLtivkotUbfEeu0FmDtivn43zNnYtP3l+GaZdNgyKN2nBPJt86YgZ/9tW5cz9nmDmLNxlpsqWsd2FZkTs1d02Zd8gl0ALhoYdmYhopSblBUFfsPdmGU4ydpgkt6sOh5552H8847D1dccUWaQkovDhbNfpFIBO9/3Jzy40qSiDnTywf6++crTpEmIiIiIqKJRFZU1DZ0DztcUlZUvFvfhXf3dUFWFDz2z3owjZV+Rp0IfygzgzCd1gI8t3opJFGArKg4/76tY27pctqRhfjbR10Jr3cYNLhoYRkWVDG/RJ/TSCKqyh0sRswxSTdsWr58OdasWYP3338fixYtgskUPXn43HPPTVlwRLFoNJpRTdQeiSwr8AVCsJgKUnvgLCMIQt5/D4iIiIiIaOKQRGHE4ZKSKOCYqUXw9kZw3+Y9TKCPk0wl0AGg1d2L2oZuLJpSCEkUsHr5rGHb/xxucE7BaS3AqrOORFeXO6Ek+pVLp2Lx1CIU64Ful2+Uz4ByVURWUN/YiclVYCI9hySdRP/mN78JALj33nuHPCYIAlu90LhwlljR3OZO+XEjwwzWJCIiIiIioolrS11rwklUyg2H90JfNtuJS06YjCe21Y+43x1fnQe7URd1d4M/EMReNQS7QQNXIBJ33xKLHlcvOwKSKMDj62USneJqanGxR3oOSTqJriiZu8pI1K+k0JKWJLpGwz56RERERERE2UZWVNy3eU+mw6BxdngvdFlR8dp7w7d+FYW+BPqpc8qGPBaJyBBFASsWluHBbY1xj3HtyVMG2gmZjXpoNRLCLMijGMIRGV5/kHf754j8bv5MWUsURZQUmVN6TO2h/t+JUFW174pzjw8eXy+HRhAREREREWVQbUP3mPthU3ZxWgswv8Yx8HUirwFFBexGXczH+ovqFlRZce0JVbAboutOTToJX5pbgv86snRgmyAIqHDaR/kMKB+w40HuSDiJfvbZZ6Onp2fg65/85CdwuVwDX3d2dmL27NkpDY5oOJVOR0oT6ZVl9oRusXG5/ajb24xPG9rR0NSFTxvaUbe3GS63P2WxEBERERERUeIOb+tB+eG0o8qiBswm+hqIt66/qhzoS6T/9EvTcc7cYhi1fakzX0jGS++347Lf/htb6loH9tNoWJ9K8bHjQe5I+F/6K6+8gmDw8zeau+66C11dnw9biEQi+Oijj1IbHdEIKp0OHHVkxZiOodVImFxVlNCwB5fbj/rGziG3aoUjMuobO5lIJyIiIiIiyoDD23okqtSih82gTUM0NB6e2FY/kMyWFRUdnt6E9ov3WhEEAZVl9oGvdx/04MX3O+APR7c1bnMHsWZj7cC5WWlM8STT8YAmvoR7og9uV8H2FTRRSJIEZ7EVrR2j65EeicgJvZ5VVcWB5u5h1xxo7ubQCCIiIiIionE2v8aBUqt+2HYepVY9fnjeUej2h1Bk1kNRVXz7DzvGMUpKlFkvQVX7qr+Hc9/mPVAUFXe/VIeeQHjE4w5uAdNPVlTUNnSj0xuEXpRgFxRsfLdl2GPdv/lDLJ1ZykpjiivRjgeUHZIeLEo0EZWVWNHe5YGiJH9xRwXQ0NQFf28Ilc6hP0z7eX29kOXhB+vKsgKvrxcWsyHpOIiIiIiIiGh0JFHA6uWzsGZjbdw1q5fPwjHTiga+fnWEIZSUOd5gYtXdbe4gbnlmd8LH/dLCSvz9gxYUmfWYX+OAJArYUteK+zbviboAYzdq4QpEhj1Wq7sXtQ3dWFBjT/j8lBkWsx6ecW75VFNZmFDHA8oeCSfRBUEYcvWEV1NoohAEAZMqClHf2DnqY7R3emEs0MNhi/0m5/En9obr8QeZRCciIiIiIhpny2Y7sXbF/CEJUae1AKuWz8Sy2c6o9aNpAUPZ7aHXPx3471KrHqcfVY4nttUPWefyj1zVDvT1V/cFQqkKj9Jk/BPoRXFzS5S9kmrncsUVV0Cv7/sh09vbi5UrV8JkMgFAVL90okywW42wWnxwJ9gHLZbGlm7YrbHbsSR6yYiXloiIiIiIiDJj2Wwnls4sHWjNcXjF8WCJtICh3NXmDsZMoCejyKxnT3SKwgR67ko4iX755ZdHff31r399yJrLLrts7BERjYFBrx1TEl2WFXj9QVhMBUMeMxn1ADwjHsPEoRFEREREREQZI4kCFk0pTGjdSC1giOKxGbSYX+OAP8CLMNRHFAG7lZ0JclXCSfQNGzakMw6ilEg00T2ceFeRLaYCSKIIWYnfF10SxZgJeCIiIiIiIpp4+lvA/PQv78HTy4piSlxPIIw39rRiUY0NoiiMakYb5RZFQdzCTMp+YqYDIEqlVLxRxZusLQgCqiviDx4FgOoKB2cFEBERERERZZFls514+aZTcdpc58iLiQ5z90sf4JP6diiKCkVR8VGbD9sbevBRm49J9TzF9j65K+FKdKJsIAgCqsrsaGxxjWp/rUaCeZh2LHarEZOrgMbmbkTkzyvSNZKIqnIHJy8TERERERFlIUkUcOdX52PZ7Bb87KW6hAdLUn7r9kewt8MPf0jGxndb4ApEBh6zGzRYsbAMC6qsGYyQxlu8wkzKfoKqqnl1acztdsNms6GnpwdWK9/IctV/Pmwc1VXfyVVFwybCVVWF1x9EOBxBRFagkSRotX2Jd1agExERERERZT9ZUQcGkzqMOvz4+ffQzuGjFMepMwrx94+74j5+7QlVTKTnCa1Gwuzp5cwP5ShWolNOKik0o7Ujud7okiTCZok/AMLl9qOpxYXwYbfmaDUSKsvsfIMkIiIiIiLKEYMHk97A4aM0jH/Vu4Z9/Ol3WzCvwgJRZN4g1zE/lNvYE51ykmmYlizxyLICrz92dYHL7Ud9Y2dUAh0AwhEZ9Y2dcLn9o4qTiIiIiIiIJrb+4aM2g3bYdXdceDSsBtYq5pMCjQhfSBl2TXegr+UL5TZnsZUtfnMck+iUkyymAozm2l9bp3vINlVV0TRCj/WmFhfyrDMSERERERFR3lg224lN31+Ga5ZNg6UguudxqUWPtSvm4/SjyrHm3LkJH9Okk1BiSb4AjCaO3sjwCfR+7sN6pVNuKtDzAlqu498w5SRBEFBabEVrx9Ck+HA83iAURYEofn59yesPDqlAHywckeH1B2ExFYwqXiIiIiIiIprYJFHAVScfgSuWThvomV5k1mN+jQPSoVYd/VXr/++F99EzQuLUF5Lx/762AKIooNMbREOHFw+9/tl4PBWKQQCQrtI43qGQGhpJhIq+TgITDQeK5j7+K6acVVaSfBIdADq6PCgttg18HRkhgd6vxxNgEp2IiIiIiCjHDe6ZPtiy2U4EwzJuf+69EY/V7Q/hjKPKB77uDSt4Ylt9KsLMaXajFnOq7Nj2cfuYjzWv2obdB3rSlkB3GDSYXsw2H6nQ33O8vrFzXM8rSeKwiXutRoJ5FG2FKbuwnQvlLEEQYDUnn9T2DOqLnujVxI4uL3ujExEREREREUqsiX0WLTJHJ96+fcaR+MlF82A3Dt9/Pd+5/GFs+7gdJ8wogXmMbTR2H+hJUVSx/dc0e1qPn08OtvbAZjFgclURtONQ+a3VSJhcVYTqcsew6zhQND+wEp1yWkmhGW5vb1L7qEr09WezUQ+tRhqxpQvQ1xvdZjHwzZOIiIiIiCiPza9xoNSqR5s7GHeN01qA+TVDk3OnzinDybOcAy1jHCYdoPZVrTuMOkAAun0hOEw6KLKKdxu68ORb9QjJ8WupjToJJr0G7Z748WSjVFSip8I5c4vx5qcuuGK08Hnx/Q68+akLKxaWYUGVNQPR5Y5wREZ7lwdajYTqCge8viDaOj0pP48kCaipLOqbt3covzO5qi/nc3huSKuRUFlm50DRPMEkOuU08yjaqwxOgAuCgAqnDQ1NXSPuG6s3uqqq8PqDiERkaA7d4sMkOxERERERUe6SRAGrl8/Cmo21cdesWj5zoJd6rP2HaxlzOI1GxB/e3DfsGn9Ixl2H+q+3u3vxr0868PJ/mhM6Pg3PYdBg+awSLJ9Vgr/WteOvH3QMWeMKRPDgtkZce0IVE+ljdLD18zsHJDE9DTaqywthNRuittmtRtgsBuZ38hiT6JTTBEGA3WqAyx1IeB+fPwRVVQfeCF1uf9Sb9EgO76Hucvt5pZKIiIiIiCgP9Q8ZvW/znqiKdKe1AKuWz8Sy2c6UnKfTm1h1+eH910usBXmXRDfrNfAGhx/2OhpBWcHugx4oiopNMRLoh3v63RbMq7BAjHPxhJIjK8kNGJVEcdh9JElEdbkjbr5GEATOwstjTKJTzptUUQiXuynh9cqhynGLqQAutz/pgRX9PdTj7RuOyKhv7MTkKjCRTkRERERElMOWzXZi6czSgdYsRWY95tc44lagj8bgvuqJrJtf40CJVY/2YdrN5JqaYiM+aHKn/Lj+kIIHtzUmtLY7EMHeDj+OLDWlPA6KzVliRYFOM1A53uMJDCl2lEQBxYUWlJVYWVlOcTGJTjlPFEVYzHp4Erw6DwDhsAxFUXCguTupc/VPZFZVFU0trmHXsn86ERERERFR7kumNctojKb/uiQKuGGEdjPx2Axa6LRi1iXg05FAHw13jL7pNHaSJEKWP68yj9cFgG1ZaLTS0zyIaIIpLUqu55jH24sPPm6OegNORP9EZq8/OOIg0v7+6URERERERESj1d9/fTix+q/3t5uxGbRJne/mc+dg1VkzYdazLnM02mIU+CmKio/afNje0IOP2nxQFDXmtnwgSeKo2t1UOm2YVlOCmspCTKspwezp5SO2ZXHYTFHDQ4mGw3c8ygtmox6SKEBO8IdOt9uf1PElUUR1xed9syIjJND7JbqOiIiIiIiIKJ7R9l/vbzfzbn0X3t3XBQBYOLkQ7t4wfvHyhzGPBQC3PL07jc8mt/3joy6cObMYGqmvrnVXoxsb322B67AKdZ0kQBQE9EY+L+yzGzRYsbAs5weTVpXZcbC1B4qSXL5Eq9WwXzmllaCqan5cyjrE7XbDZrOhp6cHVmtuv/FQtPrGjqQGjCZjUkUhCu2f9zTz+HrxaUP7iPtNqynhmzwRERERERGlhKyoKeu/HutYAHD+fVuHbR1DIzPrJVyyuG/Ia6L91Ptde0JVzibSncVWmE36hPIph9NqJMyeXs6KckorVqJT3tBppbQdOxiK7mlmNuqh1UjDtnTp759ORERERERElAqp7L8e61g793UxgZ4C3qCMB7c1Qicln/R9+t0WzKuwjKrlyURXoNeM6o79/ta6ROnEnuiUP9L4htrZ7cXhN3UIgoDKMvuw+/BNnoiIiIiIiLJJZ4x+3jR6ITn55hDdgQj2diTXgjZbSJIIjSbxAkitRsLkqqK4vc+JUomV6JQ3LEY92uBJy7EjsgKvPxjVmsVuNWJyFdDU4oqqSI83IZqIiIiIiIhoIisy827qicDlD2c6hLQQkNid/ZIoYHJVEcwcCkrjiEl0yht9b65AuqYAxLrlyG41wmYxwOsPIhKRoTnUwoVv8kRERERERJRt5tc4UGrVD9vSxaiT4A8l35KDEvf0rhboNGLO9UaPyMrAnf31jZ1x11VXFMJiNoxjZERs50J5RBAEWM3pG+IZ75YjQRBgMRXAYTPBwqukRERERERElKUkUcDq5bOGXaMZRZ9vSo4vpODBbY3Y1ejOdCgp1Z9X6buzvwjaQXkWtm+hTGISnfJKgV6bluNySCgRERERERHlg2WznVi7Yj5KrdGfgZ3WAlyzbBrcgUiGIouWg3M3h3j63RYoSpput88Ak0E38N92qxGzp5djWk0JaioLMa2mBLOnlzOBThnDdi6UN1RVRZcrPcM3OCSUiIiIiIiI8sWy2U4snVmK2oZudHqDKDLrMb/Ggb9/0JLp0AZ84YhivLW3I9NhpFX/kNHpxUbs7fDDHYjAatBgerERYhZeRfAFQlGz5vrv7CeaCJhEp7zh9QeHHUwxGhwSOnqqqrJXPBERERERUZaSRAGLphRGbZsIg0dFAVBU5HwCvd9/mjzY8K8muA67A8Bu0GDFwrKs65kea9Yc0UTBJDrljVS+GVvNepQUWZn4HSWX24+mFlfURQ1ekCAiIiIiIspuiQweTbWjq23QayUYdRK2ftiOHOpukpC/f9w1ZJsrEMGD2xpxztxilJr1WVOdHm/WHNFEwCQ65Y1UvhlHZJW3FI2Sy+2POWU7HJFR39iJyVVgIp2IiIiIiCgL9Q8eXbOxdtzO+Z8DPeN2rolGADDcNYMX3/+8Gn+iV6dz1hxNdBwsSnnDbNQPmew8Wv5ACC53evqr5zJVVdHU4hp2TVOLC6qaZ6UDREREREREOSLe4FFKvWQ+OfdXp+9qdKctnrHgrDma6FiJTnlDEARUltljVkGPRlOLCzaLIavf5Me7L3kifenDERlef5CV/kRERERERFkq1uBRly+EX7zy4bi2eskGeo2AYCS5QjKHQQNfSEZITr4A7fF3DsKgEXFEiRGfdgYmxDBSZ7GVd6TThCeoeVby6Xa7YbPZ0NPTA6t1Yt7CQunlcvvR2NyNiKyM+VjTakqyNtmbib7k3T0+NDQN7dc2WE1lIRw2U1piICIiIiIiosyQFRVP/6sBv3jlo0yHknUunO+ErUADq0EDRVXxi9f3j+l4g1vBZKrdiyQKmHtkZVYXKFJ+YDsXyjt2qxFzZlTAWTL2HwzJDCtVVRUeXy+6e3zw+Hoz2rKkvy/54Krw/r7k6WpVk2hfeg4TISIiIiIiyj2SKOCiL9RkrNWLtUADnSb7krUOgwanTC/EMTU2HFlqgrc38VxEPIMzEplq92I2p/eOeKJUYTsXykuCIKC8xAaDXjukGju54yS2LhNV3/Ek2pc8Ha1q+vvSD/f95jARIiIiIiKi3JWJ4aP93L2RcT9nKly4wIm9Hf6B1ivmgvQVnj39bgvmVVjGrbWLzxeCqqpMpNOEx3YulPf6+4K3dXrg8fYmtW+hzYBJlcXDrumv+o5nclXRuCbSPb5efNrQPuK6dLWqmWjfDyIiIiIiIhp/W+pacd/mPeyRngCdCIQO60hrN2gQDMsIJNlLPVGrl9XgyNLxa7Gaza1yKX+wnQvlPUEQYDEVYNqkEhw9sxLJXGx1uQPDPp5o1fd4XstKtAVNMq1qkmG3GjG5qgjaQS1btBqJCXQiIiIiIqI8sWy2E39efRKuXDo106FMeKFBI91cgUjaEugA4A6Mb8V+uvIPRKnEdi5EhxFFEaXFFrS0exJar6iALMvw94YRicjQHGpF0n8bktcfHLFVTDgiw+sPjttV14nQl9xuNcJmMcDrD8b8vhEREREREVHuk0QBi6cWYcMbnyW1n1EnQYWKwODsMqWE1TC+6ULORaNswCQ60SClRdaEk+gA8N5HB6O+1kgiqsodsFuNGa/6jmWi9CXvvwOAiIiIiIiI8tf8GgdKrfqk2rr4Q32fZ686aRo+afVg64dt6Qov75h0EhRVhaKo49IXnXPRKFuwnQvRIKIoJjwwNJaIrKC+sRMut39CVH0PJggCKsvsw66pLLOzKpyIiIiIiIjSrn/Q6Gi8tKsJRzgtKY4ov/lCMn7x+n7c+PxH+OsHbVCU9LafZf6BsgUHixLF4Orxor6pe0zHkEQRc2aUY88nLSNWfc+eXj7uPzRcbj+aWlxRsWk1EirL7OxLTkRERERERONqtINGbQYNesa5h3c+MekkfP2YciyoSm0OjfkHyjZMohPFoKoqdu9pHPNxpk4qhqKoqG/sjLsmk8M0VVWF19cLjz8IAYDJqIfFVMCrwERERERERDTuZEVFbUM3Or1B7GvzJt0rndLn2hOqxpxIl0QRlWV2aLWci0bZh+1ciGIQBAFFdtOYj+P19cJuNWJyVRG0g1q2aDVSRhPoANDjCWD/wW60dXjQ2uHBZ/s7ULe3GS63P2MxERERERERUX6SRAGLphTijKPKsXhqUabDocM8/W7LmFu7yIoCrVZi8R5lJQ4WJYrDbjOi0+Ub0zFC4b5WKXarETaLAV5/EJGIDI0m81ddXW5/zAr5cERGfWMnJleBt1URERERERFRRoxm4CilT3cggr0dfhxZOraCw8gw7W6JJrKMV6KvW7cOU6ZMQUFBARYtWoQ333wz7trnnnsOp59+OkpKSmC1WrFkyRK88sor4xgt5ZO+JPfYjqGRPv8nJggCLKYCOGymjF91VVUVTS2uYdc0tbiQZ92eiIiIiIiIaIIYy8BRSg93CnrPawbdpU+ULTKaRN+4cSNWrVqFW265Bbt27cKJJ56I5cuXY//+/THXv/HGGzj99NOxadMm7Ny5E8uWLcM555yDXbt2jXPklA8EQUBp0dimfAeC4RRFk1pef3DYYadAX0W6188r/kRERERERJQZy2Y7sXbFfJRY9JkOhQBYDWNraKE9dFc+UTbK6GDR4447DgsXLsT69esHts2aNQvnnXce1q5dm9Ax5syZgxUrVuDWW2+N+XgwGEQw+Hki0O12o7q6moNFKSGpGDA6b1bVhOv11d3jQ0NT14jraioL4bCNvTc8ERERERER0WhsqWvF2r+8B3cv24BkksOgwU++NB2iOPr8RqbnwhGNRcYq0UOhEHbu3IkzzjgjavsZZ5yBt956K6FjKIoCj8eDwsLCuGvWrl0Lm8028Ke6unpMcVN+EQQBxY6xvcF7fL0piiZ1Er19irdZERERERERUaZsqWvFmo21TKBPABctLBtTAt1ZbGUCnbJaxpLoHR0dkGUZTqczarvT6URLS0tCx7jnnnvg8/lw0UUXxV2zZs0a9PT0DPw5cODAmOKm/FNZFv8iTSK8vonXEsVs1EM7QoKct1kRERERERFRpsiKivs278l0GHnPpJNw7QlVWFA1+m4OGklEWQm7QVB2G1szoxQY3OZCVdWEWl88+eSTuP322/GXv/wFpaWlcdfp9Xro9UwE0ugJgoCayiI0NHWOav+ubi8URYFOp0GxwwxRzPg8XwiCgMoyO+ob4z+nyjL7hGtDQ0RERERERPmhtqEbbe6JV5SWb64+vhKznOYxHaOyzMH8AmW9jCXRi4uLIUnSkKrztra2IdXpg23cuBFXXXUVnnnmGZx22mnpDJMIAOCwGeEPBNHe5U1634iioqPbBwA42NqDkiIzKp2OVIeYNLvViMlVQFOLK2rIqFYjobLMztusiIiIiIiIKGM6vUygZ5pZL2F68dhzAxpN5osJicYqY69inU6HRYsW4bXXXova/tprr+H444+Pu9+TTz6JK664An/84x/xxS9+Md1hEg2oLHPAZNSO+TjtnV40tXanIKKxs1uNmD29HNNqSlBTWYhpNSWYPb2cCXQiIiIiIiLKqCIzuwpkmjco4wd//QS7Gt1jOk4kwp72lP0yeinohhtuwO9//3s8/PDD2LNnD1avXo39+/dj5cqVAPr6mV922WUD65988klcdtlluOeee/CFL3wBLS0taGlpQU9PT6aeAuWZ6ZPLoNOO/Z9Ne6cXbk8A3T0+eHy9UFV1yBpVVeHx9aLL5UNbpxtdLm/ctWMhCAIspgI4bCZYTAW8xYqIiIiIiIgybn6NA6VWJtIzzRWI4MFtjWNKpGtGmMlGlA0ENdUZuSStW7cOd999N5qbmzF37lzcd999WLp0KQDgiiuuQH19PV5//XUAwMknn4ytW7cOOcbll1+ORx55JKHzud1u2Gw29PT0wGrlUAManQ8/aUZvKJKy4w1uoeJy+4e0WYm3loiIiIiIiCgXbalrxZqNtZkOgwA4DBr85EvTIYrJFd5pNRJmTy9nwR5lvYwn0ccbk+iUKns+OYhgKLW3JJUUmiFKIlrbR77CW1NZCIfNlNLzExEREREREU0kW+pacd/mPRwyOgGsXlaDI0uTy0NMripiESDlhIwNFiXKdrOOqMD7Hx1AKlt7JTO4tKGpC4AAh40/jIiIiIiIiCg3LZvtxNKZpaht6MbWD1vx9L/2D7vebtDCFQiPU3T5xR1I/I58SRRRXeFgAp1yBsfjEo3B3COrkeSdTCnV0NQJl9ufuQCIiIiIiIiI0kwSBSyaUogbls/CJSdMHnbtrEp2HUgXqyGxWlxRFDBnRjkT6JRTmEQnGqOjZ1VDq8ncP6WmFlfKh40SERERERERTUTXnTYDV508DUZd9LDK/gK3tz/pzEBUuc9h0GB6cWJJcQECe6BTzmE7F6IUmDOjEvubOtHVM/5V4eGIDK8/CIupYNzPTURERERERDReYvVHN+gkBEIyFNaWpdVFC8sSHioqKwrzFJRzmEQnSpFJlUUQRQEd3b5xP3cklY3ZiYiIiIiIiCaYLXWtWLOxdsj2QIifh9PJYdDgooVlWFCVXJsc5iko17CdC1EKVZUXwmYZ/yutGo008iIiIiIiIiKiLCQrKu7bvCfTYeSlC+c7k06gA8xTUO5hEp0oxSZXFY/rsFGtRoLZqB+/ExIRERERERGNo9qG7qgWLjR+ntnVAiXJXjnMU1AuYhKdKMUEQcCkyqJxO1+F0w5BEKCqKjy+XnT3+ODx9XLYKBEREREREeWETi8T6Jni6pWxtyO5+W+VZXYOFqWcw57oRGlgtxoxuQo40NwNWVbSeq6Gpk50u7zw94YROexcWo2EyjI77NbEpmcTERERERERTURFZlY1Z5I7EEloHfMQlMuYRCdKE7vVCJvFAK+vF+1dHrjTeOXc7Rt67HBERn1jJyZXgT/AiIiIiIiIKGvNr3Gg1KpnS5cMsRpGTh9WOG0oKbSwAp1yFtu5EKWRIAiwmA2YOqkU82ZVYVpNCarLHTAatOMWQ1OLC6qqst0LERERERERZSVJFLB6+axMh5GX7AUSphcPX5in1UhMoFPOYyU60TgRBAEWUwFgAoocZqiqipb2HrR1epDOfHY4IqOl3Y0ulw/hiDywnbdZERERERERUbZYNtuJtSvm477Ne1iRPo6OmWyHRhKhDJO4YA90ygeCmmflqG63GzabDT09PbBarZkOhwiqqsLr60VbpweeGG1Z0m1yVRET6URERERERJQVZEVFbUM3Or1BOEw63LKxFu7exHp20+hce0IVFlQNzaFJkojqcgdzCpQX2M6FKMP6W75Mq+lr+aKRxvfqbX+7FyIiIiIiIqKJThIFLJpSiDOOKscxU4uw5stzMx1Sznv63RYoytC8gQDAZjGMf0BEGcAkOtEEIggC5h5ZBXEc8+jhiIymli4m0omIiIiIiCjrLJ1ZCts4zh3LR92BCPZ2+Idsj8gKvH621qH8wJ7oRBPQ0bOq8f7HjYhExiex3dHtR0e3H85iC1T0XU02GfWwmArY14yIiIiIiIgmrNqGbvQEwpkOI+e5A7Fb5kQOm71GlMuYRCeaoObOqEJHlxuNLT3jds7WDs9hX/X9tyQCRqMeFqMexYUWiCJvYCEiIiIiIqKJodPLSujxYDXETiFqNNI4R0KUGUyiE01gxYVWFDks8PqDaGjsQEQe/5YrsgJ4vEF4vEEcbHMD6KtUhwBoNRKOqCmGTqcb97iIiIiIiIiIHCZ+Hk03h0GD6cVDh4dqNRLMRn0GIiIaf0yiE01wgiDAYirA3COr0NDYgW53INMhQT30P6GwjLpPWgEAFrMOiqxCUQBVVSDLCgRRgLFAj0K7CRYzW8MQERERERFR6mypa8W9m+oyHUbOu2hhGcQYw9sqy+z8nE95g0l0oixSU1WM4L5W+AOhTIcyhMcbIyZZRSgcgMsTgABAEIDDB3pLAmAy6aCogKqoEEURvaEwVAUoKNCg2G6Gir7bw8xGPX84ExEREREREYC+BPqajbWZDiOnmbQiTjmyEAurbFDx+Yd5rUZCZZkdduvQ6nSiXCWoqjr+/SEyyO12w2azoaenB1arNdPhECVNVVW892FjVDI6HwgCUGQ3QpIkqAAsRj3MHHxKRERERESUd2RFxfn3bUWbm/3Qx0OpVY+Vp0zDkqmFLHKjvMUkOlEWcrn9qG/szHQYE4LJoIUkSdBIIgoKtCh2mCEIAjy+Xvj8QSbciYiIiIiIcszOfV24/pHtmQ4j76xdMR/LZjszHQZRRrCdC1EWsluNmFwFHGjuhiwrmQ4no3yBMIBw3xc9wMHWHggADr862AYPJElEdbmDt5sRERERERFluU4vK9Az4f7NH2LpzFJIMfqjE+U6JtGJspTdaoTNYoDX1wuPP4je3jDc3t5MhzUhxLq9RpYV1Dd2wmhwo6zYCovZwMp0IiIiIiKiLFRk1mc6hLzU6u5FbUM3Fk0pzHQoRONOzHQARDR6giDAYjagvMSGQG840+FkBX8gjM8OdOK9j5rgcvszHQ4RERERERElaX6NA6VWJtIzgXcBUL5iEp0oB3j9QYQjcqbDyCqKoqK+sZOJdCIiIiIioiwjiQJWL5+V6TDyEu8CoHzFJDpRDogwgT5qjc3dyLP5ykRERERERFlv2Wwn1q6YD7tRm+lQ8obTWoD5NY5Mh0GUEUyiE+UAjUbKdAhZKyIr8Ph64fH1orvHB4+vl0l1IiIiIiKiLLBsthMvfPdkJtLHyarlMzlUlPIWB4sS5QCzUQ+tRmJLl1GqP9AB5bC8uUYSUVXugN1qzFxQRERERERENCKdRsRN58zBmo21mQ4lZ4kCcMdX52HZbGemQyHKGFaiE+UAQRBQWWbPdBhZSxlUeB6RFfZLJyIiIiIiyhL9rV04bDQ9FBWwG3WZDoMoo1iJTpQj7FYjJlcBTS2uvK9IFwCkoiHLgYPdsFkMEATerkZERERERDSRLZvtxNKZpaht6Ea7uxf3v/whXP5wpsPKGZ3eYKZDIMooJtGJcojdaoTNYoDXH0SPJ4COLm/ctSWFZnS6fFAGl2FnsSKHCZVOOwRBgMfXi+a2HgR6R/9Lk6z09Uu3mg0pjJKIiIiIiIjSQRIFLJpSCADQayW2eEmhIjOr/Cm/sZ0LUY4RBAEWUwGqyhyYXFUE7aCho1qNhMlVRagsc+CoIysxbVIxSoss0EjZX20dDsvw+vuujlvNBhw5tQwlReYxHdPn59V2IiIiIiKibNPf4qWELV7GzGktwPwaR6bDIMooQVXV3ClDTYDb7YbNZkNPTw+sVmumwyFKO1VV4fUHEYnI0GgkmI36uO1JZFlGU0s3vP4QVFVFgV7TN7RUq4VWK6G1vQdef2icn0HyJFFEdcXng0EVRUF7lwe+QAiiIKDQZoTXH0Jbp2fEY1ktBkytLk53yERERERERJQGoYiC5Xf/A75gfrc9HYu1K+ZzqCjlPbZzIcpx/ZXpiZAkCZMq4yeMLaaCvkR7qwseby/CESVVYaaUrPQNBjXoXZCVviS6TqeBs8gCi9kAXyCERLumuz0BNLf3oECnGfEiBBEREREREU0sj/3zMybQE7DiCzXYUteCNvfnd2M7rQVYtXwmE+hEYCV6psMhymr9Ve7hcARuTy9cnkCmQ0o7rUZCZZl9oMqdiIiIiIiIJqYtda3si56gX19xDObXOFDb0I1ObxBFZj3m1zggiSwiIwJYiU5EY3B4lXuh3RyVVA9HZPgCIbg9vRmOMrXCERn1jZ0oKQzCajGwMp2IiIiIiGiCkRUV79Z3Ye0L72c6lKzQ3/P88MGsRBSNSXQiSplYrWNUVYXH1wufP4hulx+hSG7cRtfe5UV7lxeiIAz0X0+09zwRERERERGlx5a6Vty3eU9UWxIa3qrlM1lxTjQCtnMhonElyzIOtvUgFIpAp9OgotSGHk8A+w92Zzq0lIrX9iWZQa9ERERERESUOLZvGZ7NoEFPIDLwNXueEyWOlehENK4kSUJ1efTtYYV2MwRBRENTZ4aiSr3+ti+i2PecVLXvz2DssU5ERERERDR2sqLivs17Mh3GhLb67FkosRSw5znRKDCJTkQTgsNmBKCioakr06GklKIM/3h/sh3ohEYSYCjQQhAERCIyZEWFJImwmg0oLbJAFEVWshMREREREcVQ29DNFi4jKLEUsOc50SgxiU5EE4bDZoIgCGhqcSF8WO90jSTCaNDB7c2tIaWDRWQVHl9o0FYZ/kAYLe1uCAAGF7MLAAoKtBAF9A10lVWoKqDViLBZDLBZDDCbCphoJyIiIiKinNbpZQJ9OKWWvspzIhodJtGJaEKxW42wWQwxq62bWrvR3unNdIgZE2uAhQog0Bsesj0cUdDR7UNHt29gm0YjQq+VYDHpodNpodVqEqpkZ/U7ERERERFNdEVmfaZDmNBOP7qcrVuIxoBJdCKacARBgMVUMGR7pdMBY4EOBw52Q8mvmcgpEYkoiEQU+AKfJ91FUUBJoRmKosLn70Uw1HcHgCgIgKACgohwWI46jigIKCmyoKzEymQ6ERERERFNCPNrHCi16tnSJY6/vdeC606bwUQ60SgJqppfmSi32w2bzYaenh5YrdZMh0NEo6CqKjy+Xvj8QSiqCkkQ0BsMIxSOIKKoCIfkmFXblFqCAFjMBTDotTAZ9bAc1jZmNNXrh/+9qgAsRj1b0RARERERUcK21LVizcbaTIcxYf36imPYE51olFiJTkRZRxAEWM0GWM2GmI+rqgqvrxceXxDBcBjhUARhWUE4PMKUT0qKqgJuTy/cnl4AHkiiiOqKvh57g/vaS6IIk0kPg14zJOEOAC63HwcOdkM+bBJrGzyQJBHV5Q7YrcZxe15ERERERJSdls12Yu2K+bhv856oinSTXoIvKA+zZ35g33ii0WMlOhHlFUVR0NbpQVePD6EQf4nKFFEQUF3hgMNmgsvtR31j57DrSwrNsFoM7MdOREREREQjkhUVtQ3d6PQG4TDp8H8bd8HTy89/rEQnGj1WohNRXhFFEWUlNpSV2AD0VUAPrpqm9FNUFQ1NXfAFguhy+Udc397lRXuXF1qNhMoyOyvTiYiIiIgoLkkUBpLFO/d1MYEOwGktwPwaR6bDIMpaTKITUV6zW42wWQwD/bslSYQAIBxREJFlaCQRWq0GJoMOXl8QXS4f/L0hyLICWcmrG3nSoqPLl9T6cERGfWMnJleBiXQiIiIiIhpRu6c30yFMCKuWz+RQUaIxYBKdiPKeIAiwmApGXGe1GGC1fN6HnVXsmdPU4oLNYmBrFyIiIiIiGla3N5TpEMbN2fPKsX1fF9oP6wfvtBZg1fKZWDbbmcHIiLIfk+hERKM0uIpdo5FgMujgC4TQ4wmgo8ub6RBzVjgiw+sPwmIq6Bske9jfAfumExERERFRP4dJl+kQxs0XppfglvOOGugHX2TWY36NgxXoRCnAJDoR0RjEqmK3mApgMRXAbNQPqVTv/9UlViMYrUZChdMGjUZCOBxBKBRGl8uPUESJcV4gv8ZCD9XQ2AmtVkKgNxy1XRQAo0EHWVEhiQKKHCaIgojOHh+CwTAkUYTNUoCSIitEUQQAJuKJiIiIiHJUiXXku45zRZFZH9UPnohSh0l0IqI0iVWpbjbqAQBefxDhsBzVdz1W4ras1BEzwdt/jB5PAF0uH5Q87M8ekRVE5KEXGBQV8Po/v2Xz8P/uI8PfG0Zzuwc6nQYFeg28vmDU91AAUGg3wW4zwligRUe3Fz5/CLKiQBIFCIIAnVYDjSRCVlQIAmAy6mExFTD5TkREREQ0gcyvcaDUqkfbYS1OchEHhxKll6Cq+VXL6Ha7YbPZ0NPTA6vVmulwiIjGbHCSvb+lTFunGx5vbv+iONGIooDq8kLYrQZ4fb3w+INQVRWyrEAAoNdrUewwR1fAH1oHVYUkidBoJMiyMuzFFSIiIiIiStyWulas2Vib6TDSau2K+ex7TpRGTKITEeUwRVFwoLkbPe4AlMPe7rUaCXabAe2d7NueCUaDFiWFFjS2uCDHqKYfTKMRodVKsJsNKCmyDCThiYiIiIgoMVvqWnHf5j05V5FuM2hx87lzmEAnSjMm0YmI8kC8nt8ut39I33atRoLdakA7B6NOWILQl1jXaTSwmPTQ6fpay/j8QXS7A1AUBTqtBjqtCEUFRFFEgU5CRFbRG4pAhACTSYeSQgsEQYDbG0B3jx+hcASCABgLdDCbCiAKAiKywj7xRERERJQTZEXF0/9qwC9e+SjToYyZAOAbJ0/FN046goNDicYBe6ITEeWBWANQgfh92wVBgNGgR0NTZwaipZGoKhAOKwiHQ/AFBvd87xORw/D3xj+G29eL5jZ3zMd8/jDau3xDthsKNLBbjNAe6gfvC/TC7elFJCIDECBpRBgKtDAZ9FBUFaIABIIRQAV02r7+8V5fELKioECnhdGghVargVYjQQUQDkfg7w0DKqDXawZa3xze9kZAdP95DoUlIiIiokRJooAiiz7TYaSECmDh5CIm0InGCZPoRER5Ll6C3WEzQhAwpFJdI4kotJsQDIXhGTSQk3JboDeCQG/sxDugIiwr6A1G0N0TGPFYwZCMHu8wWX4AB1t74jziAQAY9Jq+JP1hJFFEVbkdDpsp5rwAj7cXbV0ehEIRKIoKjUaEyahHpdMOSZL6nomqwuPrhc8fhKoCkiRAq5EGetQDiJm4TzShP9y60T52OEVR0N7lgS8QgigIcFgNEEUx6q6CeM+BiIiIKNcVmXMjiQ4AnZyBRTRumEQnIqK4hqtUBz5P6oXDMiKyjN5gGN0uP5hWp/EwOIEOALKioKGpCw1NXQkdQw7JCIb86HL5odf1Jcm7XL64r2FRECCIwpBe9qIAxLqeZDbqodNKA7GFwjICveGoNYIAGPTagccPb7QniQKKiyzQazVoao3uoS+JIuw2A/Q6DSRJhCwr8Hh74fFFf5hyuaMvaggCEKuZn1YroshuQkmhBf7ecNS/eWBo0j3WNibiiYiIaKKbX+NAqVWfE73Rc+mCANFEx57oRESUUqqqoqXDjY5OD2RWqRPlJEkSAbXvwkA/rUZCZZkddqsxJW122KqHiIiI0mVLXSvWbKzNdBhjUmrV48+rT2I7F6JxwiQ6ERGlRVQCTBKhApBlBRpJRESW0dHlRTAUgSAIKNBrYDLoISsqwhEZWq2EcFhGjzvAqnaiLFNSZIarJzBkYHF/gj0R8YYeJ3MMIiIiouFsqWvFnc+/B19QHnnxBLR2xXwsm+3MdBhEeYNJdCIimrD6e1O7PQG4vb1QFRWyosRsm0FEE9/kqqIRk+Autx/1jfGHGidyDCIiIqJEvPyfg7j9T+9lOoykfW1JDVadNTPTYRDlFfZEJyKiCUsQBFjNBljNhqjtLrcfjc3diAzqSz2YViPBbjOgy+Uf0sOaiMZfU4sLNoshblsWVVXR1OIa0zGIiIiIEtXU5c90CKNy4pGlmQ6BKO8wiU5ERFnn8IGnoVAE/t4QoAI6nXRoQKMa1UO5otQOr68XHn8QUFVIkghJFOHz98LfG4aqAiajDmZjAVra3VEtJOKRRIE934mSFI7I2L2ncczHeO+jRmhEERqNBEEAIAC9gTDkw4eyCoj6mvKbAMBhNcBuMwHCofZiSfbaT6RPf9xWZiMN6fX1DQUOhSPQaSWYTQWwmAqijj94mLdGEqHVamAy6OALhBCJyIfmFajwBUJQAZgKdOgNhREOy9DpNCiym+APhA79PAQkSYBWI0GrkQZilSQRAoBwREE4EkEkIiMUVhCRZYiCALNJj2KHeWAAsSSK8PcG4e8NQxQEOKwGiKKIyKHnbTLo4PUH4fMHoQKwGPUwGnTo6PbC5w9BFAUY9FpotRK0Wg2MBdq+x3whKFBRoNdAI4lQFBUqAM2hY4cjMlRVBQRAp5EgiiJ6g+GBn+FajQS9TguLSQ/zoO8lEREAyIqK53ccyHQYSXNaCzC/xpHpMIjyTsbbuaxbtw4/+9nP0NzcjDlz5uD+++/HiSeeGHf91q1bccMNN+CDDz5ARUUFvv/972PlypUJn4/tXIiIaDiDkyQmgw4+fxAefxACAJNRD4upAACikhmSKEJWlIHkukaSoNEclogIR9DjCcDfG87o8yMios8l2ms/kT79sdYcThLFgQT+4dtUqFBiXJSVRBHVFQ7YrcYRj03DkyQR1eUOtoIioig793Xh+ke2ZzqMpLEXOlFmZLQSfePGjVi1ahXWrVuHE044AQ8++CCWL1+Ouro6TJo0acj6ffv24eyzz8Y111yDxx9/HNu2bcN1112HkpISXHDBBRl4BkRElGsEQRhIkvezmA2wDGopA2DIupE4S2wDfd77K/LMBv1AUkUUBQSDYYTCfcNVC3Ra+HpDgKpCPJScD4Ui8PqCQ6rg+6oDtfAHIkPa3AgCUKDToDcY4aBWIqLDhCMy6hs7MbkKcROs8fr0H74vgGF7+QOArAxtKxZr2+GP1Td2oqQoiPZO77DHpuHJsjLi3zMR5Z9Ob3Bcz2fUSfCHEr8YatBKCIQ/X++0FmDV8plMoBNlSEYr0Y877jgsXLgQ69evH9g2a9YsnHfeeVi7du2Q9TfddBNeeOEF7NmzZ2DbypUrsXv3brz99tsJnZOV6ERElAuGaysQ7zFVVQfa2vRX1ZuNeni8vWjt6EEgGIEg9CXkNZIICALCERkye2IQUY7TaiTMnl4esz1L3d7mYSvANZII4dD7JU1s8f6eiSg/jWclut2gxQs3noxtH7fjrhc/gMs/8t2pv7p8MURBQKc3iCKzHvNrHJBEvn8RZUrGKtFDoRB27tyJm2++OWr7GWecgbfeeivmPm+//TbOOOOMqG1nnnkmHnroIYTDYWi12iH7BINBBIOfX110u90piJ6IiCizYlXMj/SYIAgxq+ptViNsw1TmHZ6U7+u3C3gD0Yl4XyCEYCgMt6d3oKeu1ayHXq8b0ge4v99uKCLD7w8iGI5AVVSoqgp/b2TU35PxUlJohi8QhD/A1jxEuSIckeH1B4e8d3r9wRGT4yMNuaaJI97fMxHlp/k1DpRa9Whzp78i3RUI470DLiyb7cQJM0pw7j2vD5tId1oLsHByIZPmRBNIxpLoHR0dkGUZTmf0bShOpxMtLS0x92lpaYm5PhKJoKOjA+Xl5UP2Wbt2LX70ox+lLnAiIqI8Eyspb7VEJ+Ith4bgFTsscY8TK2lRZDcP2SbLMppaXQgEwhBFAVpt3yBYnVYDFSrCYRkQBBgNOmglEYFgGKFQX6saQQV6vAFE4lTPi6IAs1EPQ4EWJoMOKgB/IARFVaGVREgaqW8I4KHhs91uH/yBMAQBcFiNKC22QhTFgTgPtvUgEAgiIqsQAChQIQoCwmEFSpI3+2kkEQaDFoFAmEk5ogyIxEiWx9pG2Y1/p0TUTxIFrF4+C2s21o7L+frbx+g0Im46Z86w5121fCYT6EQTTEZ7ogOIecvkcLfXxVofa3u/NWvW4IYbbhj42u12o7q6erThEhERUZpJkoRJFUUJr7cOytsf/lN+uLY3/WyW+FX4w1XoS5KE6vLCmI9FnVcSoaKvJ29/DKqqoqPbi1AoAp1Og2KHeSA539bpxsHWnmGfMxGlnkYjJbSNshv/TonocMtmO7F2xXzct3lPVEW601qA75x5JH7xyocpq1QvMusTOi/7nhNNTBlLohcXF0OSpCFV521tbUOqzfuVlZXFXK/RaFBUFPvDtl6vh16vj/kYERER5bbh2t5k8ryCIKC0KPZslmKHmUl0onGmPXSBazCzUQ+tRmJP9BwR7++ZiPLbstlOLJ1ZitqG7iH9x0VRGLFSvdSiRzCioGeYVn9OawHm1zgSPi8RTTxipk6s0+mwaNEivPbaa1HbX3vtNRx//PEx91myZMmQ9a+++ioWL14csx86ERERUbYRRRElRUPb3BBR+lSW2WPe2SoIAirL7MPuW1XuGHHNWPD9IHXi/T0TEUmigEVTCnHGUeVYNOXzXuT9FeOl1ugLcA6jDl9bUoNfX3EM/nzDSbj53DnDHj9ee5Z45yWiiUdQ1SQbdqbQxo0bcemll+I3v/kNlixZgt/+9rf43e9+hw8++AA1NTVYs2YNmpqa8OijjwIA9u3bh7lz5+Laa6/FNddcg7fffhsrV67Ek08+iQsuuCChc7rdbthsNvT09MBqjV0BRkRERJRpTa3daO/0ZjoMopym1UioLLPDPkzrJgBwuf1oanFFVZsP3jfWmsNJoggIfa2dDt+mQoWiDP1IJokiqiscsFuNIx6bhidJIqrLHSP+PRMRxSMr6ogV41vqWtmehSiHZTSJDgDr1q3D3XffjebmZsydOxf33Xcfli5dCgC44oorUF9fj9dff31g/datW7F69Wp88MEHqKiowE033YSVK1cmfD4m0YmIiChbKIqCji4PPL4gQqEwIooKVVWhqoBWI0AURaiKCggCNJIEURSgkQQEQxFEIgqAvlkzCgBVUSGKAlRFhaIemivT9384/JdBrUaEJAqQDrWoEAQBiqpCEgREZBnhiIxw5PM9JLEvmRiRlaiBrhpJRIFeglYjIRiWEQzJUBQFyf7mKQmATq+FQa9BMBRBMBSGABGC0NfbWBAACEBvIIzD58lKAhBnvizlIQGAw2qA3WYaSGTHm5MQTyIzFkaahwBgyDEAwOvr7ft3Ho5Ap5VgPjSs+fDj9x87HJYRkfuOr9VqYDLo4AuEEInIkCQRUFX4AiGoAEwFOvSGwgiHZeh0GhTZTfAHQvD4g4AKSJIArabv32l/rJIkQgAQjigIRyKIRGSEwgoisgxREGA26VHsMMPfG+47pyjC3xuEvzcMURDgsBogiiIih563yaCD1x+Ezx+ECsBi1MNo0KGj2wufPwRRFGDQa6HVStBqNTAWaPse84WgQEWBXgONJEJRVKgANIeOHY7Ife9jAqDTSBBFEb3B8MCFBq1Ggl6nhcWkh3nQ95KIKF0SSbYTUXbKeBJ9vDGJTkRERERERERERESJylhPdCIiIiIiIiIiIiKiiY5JdCIiIiIiIiIiIiKiOJhEJyIiIiIiIiIiIiKKg0l0IiIiIiIiIiIiIqI4mEQnIiIiIiIiIiIiIoqDSXQiIiIiIiIiIiIiojiYRCciIiIiIiIiIiIiioNJdCIiIiIiIiIiIiKiOJhEJyIiIiIiIiIiIiKKg0l0IiIiIiIiIiIiIqI4mEQnIiIiIiIiIiIiIopDk+kAxpuqqgAAt9ud4UiIiIiIiIiIAIvFAkEQMh0GERERxZF3SXSPxwMAqK6uznAkREREREREREBPTw+sVmumwyAiIqI4BLW/NDtPKIqCgwcPZsWVfrfbjerqahw4cIC/UNGExdcpZQO+Tikb8HVK2YCvU8oW2fZazYbPp0RERPks7yrRRVFEVVVVpsNIitVqzYpf/Ci/8XVK2YCvU8oGfJ1SNuDrlLIFX6tERESUChwsSkREREREREREREQUB5PoRERERERERERERERxMIk+gen1etx2223Q6/WZDoUoLr5OKRvwdUrZgK9TygZ8nVK24GuViIiIUinvBosSERERERERERERESWKlehERERERERERERERHEwiU5EREREREREREREFAeT6EREREREREREREREcTCJTkREREREREREREQUB5PoGbZu3TpMmTIFBQUFWLRoEd58881h12/duhWLFi1CQUEBpk6dit/85jfjFCnls2Rep8899xxOP/10lJSUwGq1YsmSJXjllVfGMVrKV8m+n/bbtm0bNBoN5s+fn94AiZD86zQYDOKWW25BTU0N9Ho9pk2bhocffnicoqV8lezr9IknnsC8efNgNBpRXl6OK6+8Ep2dneMULeWjN954A+eccw4qKiogCAKef/75Effh5ygiIiIaCybRM2jjxo1YtWoVbrnlFuzatQsnnngili9fjv3798dcv2/fPpx99tk48cQTsWvXLvzf//0fvvOd7+BPf/rTOEdO+STZ1+kbb7yB008/HZs2bcLOnTuxbNkynHPOOdi1a9c4R075JNnXab+enh5cdtllOPXUU8cpUspno3mdXnTRRfj73/+Ohx56CB999BGefPJJzJw5cxyjpnyT7Ov0n//8Jy677DJcddVV+OCDD/DMM89g+/btuPrqq8c5csonPp8P8+bNwwMPPJDQen6OIiIiorESVFVVMx1EvjruuOOwcOFCrF+/fmDbrFmzcN5552Ht2rVD1t9000144YUXsGfPnoFtK1euxO7du/H222+PS8yUf5J9ncYyZ84crFixArfeemu6wqQ8N9rX6de+9jVMnz4dkiTh+eefR21t7ThES/kq2dfpyy+/jK997Wv47LPPUFhYOJ6hUh5L9nX685//HOvXr8enn346sO1Xv/oV7r77bhw4cGBcYqb8JggC/vznP+O8886Lu4afo4iIiGisWImeIaFQCDt37sQZZ5wRtf2MM87AW2+9FXOft99+e8j6M888Ezt27EA4HE5brJS/RvM6HUxRFHg8HiaAKG1G+zrdsGEDPv30U9x2223pDpFoVK/TF154AYsXL8bdd9+NyspKzJgxAzfeeCMCgcB4hEx5aDSv0+OPPx6NjY3YtGkTVFVFa2srnn32WXzxi18cj5CJEsLPUURERDRWmkwHkK86OjogyzKcTmfUdqfTiZaWlpj7tLS0xFwfiUTQ0dGB8vLytMVL+Wk0r9PB7rnnHvh8Plx00UXpCJFoVK/TvXv34uabb8abb74JjYY/Cin9RvM6/eyzz/DPf/4TBQUF+POf/4yOjg5cd9116OrqYl90SovRvE6PP/54PPHEE1ixYgV6e3sRiURw7rnn4le/+tV4hEyUEH6OIiIiorFiJXqGCYIQ9bWqqkO2jbQ+1naiVEr2ddrvySefxO23346NGzeitLQ0XeERAUj8dSrLMi6++GL86Ec/wowZM8YrPCIAyb2fKooCQRDwxBNP4Nhjj8XZZ5+Ne++9F4888gir0Smtknmd1tXV4Tvf+Q5uvfVW7Ny5Ey+//DL27duHlStXjkeoRAnj5ygiIiIaC5bfZUhxcTEkSRpS1dPW1jakSqJfWVlZzPUajQZFRUVpi5Xy12hep/02btyIq666Cs888wxOO+20dIZJeS7Z16nH48GOHTuwa9cufOtb3wLQl6xUVRUajQavvvoqTjnllHGJnfLHaN5Py8vLUVlZCZvNNrBt1qxZUFUVjY2NmD59elpjpvwzmtfp2rVrccIJJ+B73/seAODoo4+GyWTCiSeeiDvvvJMVvjQh8HMUERERjRUr0TNEp9Nh0aJFeO2116K2v/baazj++ONj7rNkyZIh61999VUsXrwYWq02bbFS/hrN6xToq0C/4oor8Mc//pE9USntkn2dWq1WvPfee6itrR34s3LlShx55JGora3FcccdN16hUx4ZzfvpCSecgIMHD8Lr9Q5s+/jjjyGKIqqqqtIaL+Wn0bxO/X4/RDH6I4UkSQA+r/QlyjR+jiIiIqIxUyljnnrqKVWr1aoPPfSQWldXp65atUo1mUxqfX29qqqqevPNN6uXXnrpwPrPPvtMNRqN6urVq9W6ujr1oYceUrVarfrss89m6ilQHkj2dfrHP/5R1Wg06q9//Wu1ubl54I/L5crUU6A8kOzrdLDbbrtNnTdv3jhFS/kq2depx+NRq6qq1AsvvFD94IMP1K1bt6rTp09Xr7766kw9BcoDyb5ON2zYoGo0GnXdunXqp59+qv7zn/9UFy9erB577LGZegqUBzwej7pr1y51165dKgD13nvvVXft2qU2NDSoqsrPUURERJR6bOeSQStWrEBnZyd+/OMfo7m5GXPnzsWmTZtQU1MDAGhubsb+/fsH1k+ZMgWbNm3C6tWr8etf/xoVFRX45S9/iQsuuCBTT4HyQLKv0wcffBCRSATXX389rr/++oHtl19+OR555JHxDp/yRLKvU6JMSPZ1ajab8dprr+Hb3/42Fi9ejKKiIlx00UW48847M/UUKA8k+zq94oor4PF48MADD+C73/0u7HY7TjnlFNx1112ZegqUB3bs2IFly5YNfH3DDTcA+Pz3TX6OIiIiolQTVJX3WRIRERERERERERERxcKe6EREREREREREREREcTCJTkREREREREREREQUB5PoRERERERERERERERxMIlORERERERERERERBQHk+hERERERERERERERHEwiU5EREREREREREREFAeT6EREREREREREREREcTCJTkREREREREREREQUB5PoRERElLD6+noIgoDa2toxHef111+HIAhwuVwpiYuIiIiIiIgoXZhEJyIimsCuuOIKCIIAQRCg1WoxdepU3HjjjfD5fJkOLWEnn3wyVq1aFbXt+OOPR3NzM2w2W2aCIiIiIiIiIkqQJtMBEBER0fDOOussbNiwAeFwGG+++Sauvvpq+Hw+rF+/PtOhjZpOp0NZWVmmwyAiIiIiIiIaESvRiYiIJji9Xo+ysjJUV1fj4osvxiWXXILnn38eu3fvxrJly2CxWGC1WrFo0SLs2LFjYL+33noLS5cuhcFgQHV1Nb7zne9EVbALgoDnn38+6lx2ux2PPPLIwNfvvPMOFixYgIKCAixevBi7du0aEt/WrVtx7LHHQq/Xo7y8HDfffDMikQiAvkr6rVu34he/+MVARX19ff2Qdi6PPPII7HY7XnrpJRx55JEwGo248MIL4fP58Ic//AGTJ0+Gw+HAt7/9bciyPHDuUCiE73//+6isrITJZMJxxx2H119/fezfdCIiIiIiIqJDmEQnIiLKMgaDAeFwGJdccgmqqqqwfft27Ny5EzfffDO0Wi0A4L333sOZZ56Jr3zlK/jPf/6DjRs34p///Ce+9a1vJXwen8+HL33pSzjyyCOxc+dO3H777bjxxhuj1jQ1NeHss8/GMcccg927d2P9+vV46KGHcOeddwIAfvGLX2DJkiW45ppr0NzcjObmZlRXV8c8n9/vxy9/+Us89dRTePnll/H666/jK1/5CjZt2oRNmzbhsccew29/+1s8++yzA/tceeWV2LZtG5566in85z//wVe/+lWcddZZ2Lt3b7LfViIiIiIiIqKY2M6FiIgoi7zzzjv44x//iFNPPRWbN2/G9773PcycORMAMH369IF1P/vZz3DxxRcP9CKfPn06fvnLX+Kkk07C+vXrUVBQMOK5nnjiCciyjIcffhhGoxFz5sxBY2MjvvnNbw6sWbduHaqrq/HAAw9AEATMnDkTBw8exE033YRbb70VNpsNOp0ORqNxxPYt4XAY69evx7Rp0wAAF154IR577DG0trbCbDZj9uzZWLZsGbZs2YIVK1bg008/xZNPPonGxkZUVFQAAG688Ua8/PLL2LBhA376058m9b0lIiIiIiIiioVJdCIiognupZdegtlsRiQSQTgcxpe//GX86le/wrp163D11Vfjsccew2mnnYavfvWrAwnonTt34pNPPsETTzwxcBxVVaEoCvbt24dZs2aNeN49e/Zg3rx5MBqNA9uWLFkyZM2SJUsgCMLAthNOOAFerxeNjY2YNGlSws/TaDQOxA8ATqcTkydPhtlsjtrW1tYGAHj33XehqipmzJgRdZxgMIiioqKEz0tEREREREQ0HCbRiYiIJrhly5Zh/fr10Gq1qKioGGjZcvvtt+Piiy/GX//6V2zevBm33XYbnnrqKZx//vlQFAXXXnstvvOd7ww5Xn9iWxAEqKoa9Vg4HB7478GPxaKqalQC/fD9Bm8fSf/z6icIQsxtiqIAABRFgSRJ2LlzJyRJilp3eOKdiIiIiIiIaCyYRCciIprgTCYTjjjiiJiPzZgxAzNmzMDq1avx3//939iwYQPOP/98LFy4EB988EHc/QCgpKQEzc3NA1/v3bsXfr9/4OvZs2fjscceQyAQgMFgAAD861//ijrG7Nmz8ac//Skqmf7WW2/BYrGgsrISAKDT6aKGgabKggULIMsy2tracOKJJ6b8+EREREREREQAB4sSERFlpUAggG9961t4/fXX0dDQgG3btmH79u0DbVpuuukmvP3227j++utRW1uLvXv34oUXXsC3v/3tgWOccsopeOCBB/Duu+9ix44dWLlyZVTl98UXXwxRFHHVVVehrq4OmzZtws9//vOoOK677jocOHAA3/72t/Hhhx/iL3/5C2677TbccMMNEMW+XzMmT56Mf//736ivr0dHR8dAJflYzZgxA5dccgkuu+wyPPfcc9i3bx+2b9+Ou+66C5s2bUrJOYiIiIiIiIiYRCciIspCkiShs7MTl112GWbMmIGLLroIy5cvx49+9CMAwNFHH42tW7di7969OPHEE7FgwQL88Ic/RHl5+cAx7rnnHlRXV2Pp0qW4+OKLceONN0b1PzebzXjxxRdRV1eHBQsW4JZbbsFdd90VFUdlZSU2bdqEd955B/PmzcPKlStx1VVX4Qc/+MHAmhtvvBGSJGH27NkoKSnB/v37U/Z92LBhAy677DJ897vfxZFHHolzzz0X//73v1FdXZ2ycxAREREREVF+E9REGp4SEREREREREREREeUhVqITEREREREREREREcXBJDoRERERERERERERURxMohMRERERERERERERxcEkOhERERERERERERFRHEyiExERERERERERERHFwSQ6EREREREREREREVEcTKITEREREREREREREcXBJDoRERERERERERERURxMohMRERERERERERERxcEkOhERERERERERERFRHEyiExERERERERERERHFwSQ6EREREREREREREVEcTKITEREREREREREREcXBJDoRERERERERERERURxMohMRERERERERERERxcEkOhERERERERERERFRHEyiExERERERERERERHFwSQ6ERFRmjzyyCMQBCHqT0lJCU4++WS89NJLmQ5vRP3x79ixI6XHPfnkkyEIAqZOnQpVVYc8/sYbbwx8vx555JGUnpuIiIiIJhb+zhwbf2cmmliYRCciIkqzDRs24O2338Zbb72F3/72t5AkCeeccw5efPHFTIeWMRaLBfv27cM//vGPIY89/PDDsFqtGYiKiIiIiDKFvzMPxd+ZiSYOJtGJiIjSbO7cufjCF76AJUuW4Pzzz8dLL70EvV6PJ598ctj9ZFlGMBgcpyjH16RJk/CFL3wBDz/8cNR2j8eDZ555BitWrMhQZERERESUCfydeSj+zkw0cTCJTkRENM4KCgqg0+mg1WoHttXX10MQBNx999248847MWXKFOj1emzZsgW9vb347ne/i/nz58Nms6GwsBBLlizBX/7ylyHHFgQB3/rWt/DYY49h1qxZMBqNmDdvXsxbYT/88EP893//N5xOJ/R6PSZNmoTLLrtsyIcQj8eDb37zmyguLkZRURG+8pWv4ODBg2P+PnzjG9/Ac889B5fLNbDtqaeeAgB87Wtfi7nPP//5T5x66qmwWCwwGo04/vjj8de//jVqTf8ttVu2bBkxbkVRcPfdd2PmzJnQ6/UoLS3FZZddhsbGxjE/PyIiIiIaPf7O3Ie/MxNNDEyiExERpZksy4hEIgiHw2hsbMSqVavg8/lw8cUXD1n7y1/+Ev/4xz/w85//HJs3b8bMmTMRDAbR1dWFG2+8Ec8//zyefPJJ/Nd//Re+8pWv4NFHHx1yjL/+9a944IEH8OMf/xh/+tOfUFhYiPPPPx+fffbZwJrdu3fjmGOOwb/+9S/8+Mc/xubNm7F27VoEg0GEQqGo41199dXQarX44x//iLvvvhuvv/46vv71r0et6f8lPJl+jF/72tcgSVJUddFDDz2ECy+8MOatqVu3bsUpp5yCnp4ePPTQQ3jyySdhsVhwzjnnYOPGafBs3AABAABJREFUjUPWJxL3N7/5Tdx00004/fTT8cILL+COO+7Ayy+/jOOPPx4dHR0JPxciIiIiGhv+zhwbf2cmmiBUIiIiSosNGzaoAIb80ev16rp166LW7tu3TwWgTps2TQ2FQsMeNxKJqOFwWL3qqqvUBQsWRD0GQHU6narb7R7Y1tLSooqiqK5du3Zg2ymnnKLa7Xa1ra1txPivu+66qO133323CkBtbm4e2PaHP/xBlSRJ/cMf/jBs7KqqqieddJI6Z84cVVVV9fLLL1cXL16sqqqqfvDBByoA9fXXX1e3b9+uAlA3bNgwsN8XvvAFtbS0VPV4PFHfi7lz56pVVVWqoihJxb1nz56Y6/7973+rANT/+7//G/G5EBEREdHY8Hfm2Pg7M9HEwkp0IiKiNHv00Uexfft2bN++HZs3b8bll1+O66+/Hg888MCQteeee27ULav9nnnmGZxwwgkwm83QaDTQarV46KGHsGfPniFrly1bBovFMvC10+lEaWkpGhoaAAB+vx9bt27FRRddhJKSkhHjP/fcc6O+PvroowFg4HgAcNlllyESieCyyy4b8XiH+8Y3voEdO3bgvffew0MPPYRp06Zh6dKlQ9b5fD78+9//xoUXXgiz2TywXZIkXHrppWhsbMRHH32UVNxbtmwBAFxxxRVR64499ljMmjULf//735N6LkREREQ0evydOT7+zkyUeUyiExERpdmsWbOwePFiLF68GGeddRYefPBBnHHGGfj+978f1dsQAMrLy4fs/9xzz+Giiy5CZWUlHn/8cbz99tvYvn07vvGNb6C3t3fI+qKioiHb9Ho9AoEAAKC7uxuyLKOqqiqh+AcfT6/XA8DA8cZi6dKlmD59Oh588EE89thj+MY3vgFBEIas6+7uhqqqMb8/FRUVAIDOzs6k4u5fH++Yg49HREREROnD35nj4+/MRJmnyXQARERE+ejoo4/GK6+8go8//hjHHnvswPZYvww//vjjmDJlCjZu3Bj1+OBhRokqLCyEJEkTZhDQlVdeiR/84AcQBAGXX355zDUOhwOiKKK5uXnIY/2Dj4qLi5M6b/8Hhubm5iEfjg4ePJj08YiIiIgotfg78+f4OzNRZrESnYiIKANqa2sBIKFbQwVBgE6ni/ow0NLSgr/85S+jOrfBYMBJJ52EZ555ZkIMArr88stxzjnn4Hvf+x4qKytjrjGZTDjuuOPw3HPPRVXzKIqCxx9/HFVVVZgxY0ZS5z3llFMA9H3gOtz27duxZ88enHrqqUk+EyIiIiJKJf7O/Dn+zkyUWaxEJyIiSrP3338fkUgEQN/tkM899xxee+01nH/++ZgyZcqI+3/pS1/Cc889h+uuuw4XXnghDhw4gDvuuAPl5eXYu3fvqGK699578V//9V847rjjcPPNN+OII45Aa2srXnjhBTz44INR/SET8eijj+Ib3/gGHn744aR7PFZUVOD5558fcd3atWtx+umnY9myZbjxxhuh0+mwbt06vP/++3jyySdjViQN58gjj8T//M//4Fe/+hVEUcTy5ctRX1+PH/7wh6iursbq1auTOh4RERERjR5/Zx4ef2cmyiwm0YmIiNLsyiuvHPhvm82GKVOm4N5778V1112X8P5tbW34zW9+g4cffhhTp07FzTffjMbGRvzoRz8aVUzz5s3DO++8g9tuuw1r1qyBx+NBWVkZTjnlFOh0uqSPpygKZFmGoiijiicRJ510Ev7xj3/gtttuwxVXXAFFUTBv3jy88MIL+NKXvjSqY65fvx7Tpk3DQw89hF//+tew2Ww466yzsHbt2ph9MomIiIgoPfg7c2rwd2ai9BBUVVUzHQQRERERERERERER0UTEnuhERERERERERERERHEwiU5EREREREREREREFAeT6EREREREREREREREcTCJTkREREREREREREQUB5PoRERERERERERERERx5F0SXVVVuN1uqKqa6VCIiIiIiIiIiIiIaILLuyS6x+OBzWaDx+PJdChERERERERERERENMHlXRKdiIiIiIiIiIiIiChRTKITEREREREREREREcXBJDoRERERERERERERURxMohMRERERERERERERxcEkOhERERERERERERFRHJpMB0BERERERDRRKYqCUCiU6TAoS2m1WkiSlOkwiIiIaIyYRCciIiIiIoohFAph3759UBQl06FQFrPb7SgrK4MgCJkOhYiIiEYpo0n0N954Az/72c+wc+dONDc3489//jPOO++8YffZunUrbrjhBnzwwQeoqKjA97//faxcuXJ8AiYiIiIiorygqiqam5shSRKqq6shiuyESclRVRV+vx9tbW0AgPLy8gxHRERERKOV0SS6z+fDvHnzcOWVV+KCCy4Ycf2+fftw9tln45prrsHjjz+Obdu24brrrkNJSUlC+xMRERERESUiEonA7/ejoqICRqMx0+FQljIYDACAtrY2lJaWsrULERFRlspoEn358uVYvnx5wut/85vfYNKkSbj//vsBALNmzcKOHTvw85//PG4SPRgMIhgMDnztdrvHFDMREREREeU+WZYBADqdLsORULbrvwgTDoeZRCciIspSWXVP4ttvv40zzjgjatuZZ56JHTt2IBwOx9xn7dq1sNlsA3+qq6vHI1QiIiIiIsoB7GNNY8XXEBERUfbLqiR6S0sLnE5n1Dan04lIJIKOjo6Y+6xZswY9PT0Dfw4cODAeoRIRERERERERERFRDshoO5fRGHwVX1XVmNv76fV66PX6tMdFRERERERERERERLknq5LoZWVlaGlpidrW1tYGjUaDoqKiDEVFRERERESJkhUV7+7rwo59nTjYHUBDuwf+kAyTXoNjphXjmKlFiEQU/PHtehzo8sOk12D5vHJ8bckU6DRZdSNtVnrkkUewatUquFyuTIeSlJNPPhnz588fmJ81efJkrFq1CqtWrcpoXERElDmyoqK2oRud3iCKzHrMr3FAEtlii0Ynq5LoS5YswYsvvhi17dVXX8XixYuh1WozFBUREREREfXr/8Da3OPHlvdbUd/hRacnCBUqZBmIqPH3/ajFi8e31Q/aGsS6v32CdX/7BLMrLKgqMqLTE0JIVlBuK8A0pwUfHXSjdn83AGBWhQ1fWVwNX1ieEB+YVVWF1x9EJCJDo5FgNurT3iP7wIEDuP3227F582Z0dHSgvLwc5513Hm699dao4qOJkmjetWsXfvrTn+KNN95AT08PJk2ahJNOOgnf+973MGPGjIzGRkREE5+sqHi3vgvv7usCACycXAh3IIxfvPIh2tzBgXWlVj1WL5+FZbOd8Q5FFFdGk+herxeffPLJwNf79u1DbW0tCgsLMWnSJKxZswZNTU149NFHAQArV67EAw88gBtuuAHXXHMN3n77bTz00EN48sknM/UUiIiIiIjylqyoeOeTDvzxrX1o6elFKBxBuycMJU3nqzvoQd1Bz8DX7x3oAd5vjVqzbW8Htu2Nnpdk0Iq49ctzsXRO2bgm1F1uP5paXAhH5IFtWo2EyjI77FZjWs752WefYcmSJZgxYwaefPJJTJkyBR988AG+973vYfPmzfjXv/6FwsLCtJx7OOFwOGbh00svvYQLLrgAZ555Jp544glMmzYNbW1teOaZZ/DDH/4QGzduHPdYiYgoe2ypa8X/e+ED9ATCA9s2vPFZzLVt7iDWbKzF2hXzmUinpGX0fsgdO3ZgwYIFWLBgAQDghhtuwIIFC3DrrbcCAJqbm7F///6B9VOmTMGmTZvw+uuvY/78+bjjjjvwy1/+EhdccEFG4iciIiIiyiWyomL7p51Y/7ePcfuf/oP1f/sY2z/rhKyoCEUUPPrGZ1jxyzdw8p2v4eQ7XsUJP3oVq594F9v3deNAVwCtaUygj0UgrGDNs//BCT96FVvqWkfeIQVcbj/qGzujEugAEI7IqG/shMvtT8t5r7/+euh0Orz66qs46aSTMGnSJCxfvhx/+9vf0NTUhFtuuQVAX/uThoYGrF69GoIgDKmOf+WVVzBr1iyYzWacddZZaG5ujnp8w4YNmDVrFgoKCjBz5kysW7du4LH6+noIgoCnn34aJ598MgoKCvD4448PidXv9+PKK6/E2WefjRdeeAGnnXYapkyZguOOOw4///nP8eCDDw6sraurw9lnnw2z2Qyn04lLL70UHR0dQ44Zz+23345JkyZBr9ejoqIC3/nOdxLel4iIJqYtda1Ys7E2KoGeiPs27YGsDHNrHFEMGa1EP/nkkwcGg8byyCOPDNl20kkn4d13301jVERERERE+aO//cqWD5rx3PbGIUnwP7y5DwKAXPmoOR4VaKqqoqnFNeyaphYXbBZDSlu7dHV14ZVXXsFPfvITGAyGqMfKyspwySWXYOPGjVi3bh2ee+45zJs3D//zP/+Da665Jmqt3+/Hz3/+czz22GMQRRFf//rXceONN+KJJ54AAPzud7/DbbfdhgceeAALFizArl27cM0118BkMuHyyy8fOM5NN92Ee+65Bxs2bIBerx8S7yuvvIKOjg58//vfj/l87HY7gL7iqpNOOgnXXHMN7r33XgQCAdx000246KKL8I9//GPE78uzzz6L++67D0899RTmzJmDlpYW7N69e8T9iIgoMxLpZS4rKu7dvGdUx2/zBPHIG5/iqpOPSEW4lCeyqic6ERERERGNXZc3hG8+/C80dgUgJ5Adz5UEer+7X/gPls48LW2tXbz+4JAK9MHCERlefxAWU0HKzrt3716oqopZs2bFfHzWrFno7u5Ge3s7SktLIUkSLBYLysrKomMLh/Gb3/wG06ZNAwB861vfwo9//OOBx++44w7cc889+MpXvgKg747huro6PPjgg1FJ9FWrVg2siRcvAMycOXPY57V+/XosXLgQP/3pTwe2Pfzww6iursbHH388Yt/0/fv3o6ysDKeddhq0Wi0mTZqEY489dth9iIgotnQP69xS14r7Nu8ZsZd5bUM32g9bk6zfbfkUU0stbOtCCWMSnYiIiIgox/V/4G339OL/vfABesMTsenK+OkOKKht6MaiKenpDR4ZIYGe7LpU6b8LeKTqd6PROJBAB4Dy8nK0tbUBANrb23HgwAFcddVVURXskUgENpst6jiLFy9OKJ6R7Ny5E1u2bIHZbB7y2KeffjpiEv2rX/0q7r//fkydOhVnnXUWzj77bJxzzjnQaPhxmIgoGYkmuMdy/DUba4dsj9XLvNM7+gR6v/s3f4ilM0szOoCcsgd/ayAiIiIiyjGyouLtvR1Y99oefNYeyHQ4E1IqPnzHo9FIKV2XqCOOOAKCIKCurg7nnXfekMc//PBDOBwOFBcXD3ucwQNABUEYSHgrSt8FmN/97nc47rjjotZJUvTzMZlMw56nP/n94YcfYsmSJXHXKYqCc845B3fdddeQx8rLy4c9BwBUV1fjo48+wmuvvYa//e1vuO666/Czn/0MW7dujTnslIiIosmKikfe+BS/2/LpkMdSNaxTVlSsfeH9YdccnvQ+0Okb9bn6tbp703pRnXILk+hERERERFkoEJLx8xffx+b/tEzIYZ4TXZF5aI/uVDEb9dBqpGFbumg1EszG1MZQVFSE008/HevWrcPq1auj+qK3tLTgiSeewGWXXTZQia7T6SDLyVXDO51OVFZW4rPPPsMll1wypnjPOOMMFBcX4+6778af//z/2bvzODnKan/8n6rqfe/ZerZkJgkhyQTIxh4IBFSMSERBgjuCXPWqQPCLkh9XWQQDooDgxsV7iXpRAqiISFgNRkCQEAIkk4SQZZLM0rP1vndV/f6YdKd7ppeq7up1zvv14vUiM9XVT6/zPKfOc86fp/ze7XbDZrNh6dKl+OMf/4ju7u6Cs8f1ej1Wr16N1atX4xvf+Abmz5+P9957D0uXLi3qMRBCSL3IVqZlc68T92zalbd0SrFZ3Ru27IM3FM95TCLo7Q3FMgb0C1HKi+qkvlAQnRBCCCGEkCrECyJe2z2Me57txaAnWunh1BW7nsXiLnvJzs8wDDpabTh4ZCzrMR2tNkWbiib87Gc/w5lnnokLLrgAt99+O2bNmoWdO3fihhtuQEdHB+64447ksd3d3diyZQsuv/xyaLXavBnqCbfccguuueYaWCwWrFq1CpFIBFu3boXL5cL1118veaxGoxG//vWv8elPfxqrV6/GNddcg+OOOw6jo6N47LHHcOjQITz66KP4xje+gYceegif+cxncMMNN6CpqQkffPABHn30UTz00ENTMuAn27BhA3iex2mnnQaDwYDf/e530Ov16OrqkjxWQgipZ5nKtFj0apw6pwEv7nBKOke2rO7UknIufxR2owbNFh1OnGHDe4fdGPNHYDdo8Oi/+iTeTwi/enGv9AeXRykvqpP6QkF0QgghhBBCKiwU5XH30zvw/HtDiFNaecl9Z/VJJa9/arMY0N0J9A+50zLS1SoOHa022CyGktzv3LlzsXXrVtxyyy1Ys2YNxsbG0Nraiosvvhg333wzGhqOBTduu+02fPWrX8WcOXMQiUQk1yj/yle+AoPBgLvvvhvf+c53YDQaceKJJ+K6666TPd5PfOITeO2117B+/Xp89rOfhdfrxYwZM3Deeefh9ttvBwC0t7fj1VdfxXe/+11ccMEFiEQi6Orqwkc/+lGwLJv3Pmw2G+68805cf/314HkeJ554Iv7617+isbFR9ngJIaTeZKtD7g3FJAfQEyZndWcKziewDCAU0Ll852FPxvMVwmHRlfSiOqkvjCh1plQnvF4vrFYrPB4PLBZLpYdDCCGEEEKmmWhcwCP/3I+Nb/TBG4pTKZYyk1qzNRwO48CBA5g1axZ0Ol3B9yeKIvzBCOJxHqqjJVxKkYFOqpdS7yVCCFEaL4j45L3/UCwo/fMrTsGyWQ05a6gXa06zEftGiq+HDkifExACUCY6IYQQQgghikuUYrn/+d0YD8agV7FYMMOCt/e74I9S2LwU1CzAC4Bw9P+Pa9ahbzyKKC/AoOGw7uMLsWJha8kz0CdjGAZmIwVOCSGEVJ9tB8cVz+qWWkO9UEoF0D+3vJsC6EQWCqITQgghhBBSpGhcwO9f248nXu/DWCCOyVs9AxEe/9ydvT72dGTWcdBrVDCoWcxuNSMaEyCKgDsQwYAnDBXDYEaTETMb9OBUHDrtBly0tBN/eeswth0cx6HRAPQaFid02vGtC+ZDr8ldF5sQQgipZtkae5bK5l4nbvvTu4qd77pV87Fl93DG0jDV6MX3hvCfHzq+7BfXSe2iIDohhBBCCCEy8IKIbQfG8dreEbzw7gBGA7FKD6lqGdQsHFYdZreaYdaqwLEsOhsMuOTUmdCo8teyzuRzy2fhc8tnKTxSQgghpHIy1Q5vsWixdtWCgrOlcwXls9VBL0SLWYu1H1uAFfNb8Ml7/6HIOcshWyNUQrKhIDohhBBCCCESROMC7vrrTrywYwhR6v45RWeDHqfObgTDMEUHygkhhJDpIltAe9gbwbqN2wuq250rKL9ifgvueaa32GEDAK5eOQdXrJgDjmXw1gHlSsOUy+RGqITkQkF0QgghhBBCcuAFETdtfBsv7x6p9FCq0mmzG3DnZ5ZSORVCCCFEJl4Qce+mXTmPuW/TbqyY3yK57Ei+oPyHTnBgxBctZLhpPre8G1esmJPMdj8w7C/6nOXWaNJWegikhlAQnRBCCCGEkBShKI+fbtqNtw6OIxLnay6rqljnn+DAxUtnwBuK4a6nd8Ibimc8zmHR4bpV86kpFyGEEFKg7X2uvPOMfGVHUsu22I2avFnmL+5wFjzeVE9v68fz7w4oEpCvhEQj1MnKXZue1A4KohNCCCGEkGktGhfw2Ot9eHnXEHYNeMFP40otVr0at12yKLlYPLfHgW0HxrHt4DgEUYTVoEaDSYtms44WlYQQQkiRpJYTyXZcprIt5eIJ1XZPmG9+ZGpT0VLUpif1g4LohBBCCCFk2nrg+T145NWDlR5G2XxoXgNe3DOe9fc3rl6YtqDkWAanzGnEKXMayzE8QgghZFqRWk4k03FKNgetZ0YNi0B0aobEzX98F7sHvfjWR+YBKE1telJfqNMPIYQQQgiZlmotgF5s9svVZ3Tg0sWt+OryTtj06WdrsWhpcUgIIYSU2eIuO1osuQPpmcqOSKmlTiZ22F20tDPj7wQReOTVg7j/2d14c98Y1j+1M+e57tu0G7wglmKYpEZQEJ0QQgghhEwrvCDijQ9GayqA/tXlnbhqeeZFYMJFJzTh6jM6pgTI7XoVvrq8E8tmWgEASzot+OHH5+LuNSfhtktPws+vOAV/XnsOBdBJ0i233ILFixdXehgZlXNsDMPgySefBAAcPHgQDMNg+/btZblvQsj0wLEM1q5akPOY61bNn1J2REotdQJc/7EFeOyNQzmP+f2/+vCt326FN095mkRtejJ9UTkXQgghhBBS9xJNov6xy4lntg/AH8ncLLPa2PUqXLa0FUs6LQAmgukbtw3BndLsc/IxSzot2DsahDcUh0WvwtwmA9hJi2+WZXBckx5tLbayPZbpqtwNyoaHh/G9730PmzZtgtPphN1ux6JFi3DLLbfgjDPOKNn95nLLLbfgySefLGsA+o9//CMeeOABvP322+B5HrNnz8all16Kb37zm2hoyNycjxBC5Mj3/S71+39ljwPr1yzOWIv7E8s6EeMFvHVgPO32UmupT3fvHnJByeRxet6nNwqiE0IIIYSQuvbSjiHc/bdeuIPlbYClVzNY0mVDMCpi76AXgZi0jqWrT2hGs0mTMQC+pNOCRe1m7B0NgtVoIESjU45hWQbzWox570ekHcklV4kGZZdccglisRh+85vfYPbs2XA6nXjppZcwPp69Fn69uemmm3DXXXdh7dq1+OEPf4j29nbs3bsXv/rVr/C73/0O1157baWHSAipcfm+3+V+/6/scWDF/JZk0P3wWAB/fvMQHtq8L3lMs1mD6z/Wg5U9Dsm11Ke7w+MBRc9Hz/v0RuVcCCGEEEJI3Xrg+T246fF3yhZAt+g4fH3lcdjyvQ9j8399BPd84VTcffki3H3xPKxd2YWrTu/A2pVdGcuuNJu1+P7FPfjYwmac0mXFvBbjlAxyYCJI3tNmxiWnd+OEdkvGY6SIxWojG79WJRqUTd5un2hQtrnXqfh9ut1uvPLKK7jrrruwcuVKdHV14dRTT8W6detw4YUXJo/zeDz4j//4D7S0tMBiseC8887DO++8k/PcDz/8MBYsWACdTof58+fjF7/4Rdrvjxw5gssvvxwNDQ0wGo04+eST8cYbb2DDhg249dZb8c4774BhGDAMgw0bNkgex5133gmHwwGz2YyrrroK4XA45zj//e9/44c//CF+8pOf4O6778aZZ56J7u5ufPjDH8Yf//hHfOlLX0oe+9e//hXLli2DTqfD7NmzceuttyIel/a5cLlc+NznPofm5mbo9XrMnTsXDz/8sKTbEkJqW77v9wee35Pz9//z8gcZa2tzLINlsxqg5lg8tHkfRv3pc5cRXzT590NKLXUCzGjIn1QgVaba9GR6oUx0QgghhBBSl17aOVSWuuftNh2+vWoBTj++OeM27Xicz5gdPrnsyvmLOhGJxDAy7s97nw1WA1iWRbvDir7+wjKMPf4QRFEEw5SutMh0JaXh232bdmPF/BZFS7uYTCaYTCY8+eSTOP3006HVTg2wiKKICy+8EA0NDXjmmWdgtVrx4IMP4vzzz8f777+fsdTJQw89hJtvvhk/+9nPsGTJErz99tu4+uqrYTQa8aUvfQl+vx/nnHMOOjo68NRTT6G1tRXbtm2DIAhYs2YNduzYgWeffRYvvvgiAMBqtUoax2OPPYabb74ZP//5z3H22Wfjd7/7He6//37Mnj0763PwyCOPwGQy4T//8z8z/t5mswEAnnvuOXz+85/H/fffj7PPPhv79u3Df/zHfwAAbr755rzP9fe+9z309vZi06ZNaGpqwgcffIBQKJT3doSQ2ibl+/0Prx3M+fuHNu/DxtcPYc3pM3HFijlTSsCsf2pHztvf+dROrJjfgg+f2FZT/V3KzaZX4esfOh5/2npYkd1311wwr6Tl2Ej1oyA6IYQQQgipO7wg4u6ne0t6HwyA2z+9COef0JrzOJWKy/jzyYF1jZrDgNMt6b7NJh3c3iAGnB6pw51CEAB/MAKzUVfwOUhmUhq+JRqULZulXH1ulUqFDRs24Oqrr8avfvUrLF26FOeccw4uv/xynHTSSQCAzZs347333sPw8HAyyP7jH/8YTz75JJ544olkIDnVD37wA/zkJz/Bpz71KQDArFmz0NvbiwcffBBf+tKX8Pvf/x4jIyN48803k0H44447Lnl7k8kElUqF1tZjn5W///3vecdx33334corr8RXvvIVAMDtt9+OF198MWc2+t69ezF79myo1eqcz9Udd9yBG2+8MZmZPnv2bPzgBz/Ad77zHUlB9EOHDmHJkiU4+eSTAQDd3d15b0MIqX1Svt+l1OD2hmJHg+l9WLf6hGSJl3/vHYU3lHtHjCcUw9b9Y3jhvUHJ456Ols1qxGd//opi5et++txusCxDjdinMSrnQgghhBBC6s72PlfJS7jcfln+ADoAmAxaqLME0hPUKg6BYASCxO5XfUfGcfDIGGJxXtLx2cSLvD3JTGrjsVI0KLvkkkswMDCAp556ChdccAFefvllLF26NFlC5a233oLf70djY2Myc91kMuHAgQPYt2/flPONjIzg8OHDuOqqq9KOv/3225PHb9++HUuWLJHVsFPKOHbt2jWlGWq+5qhSd1e89dZbuO2229Lu++qrr8bg4CCCwWDe23/961/Ho48+isWLF+M73/kOXnvttby3IYTUPqW/t72heLJEywPP78Ha32+TdLtN7wzkDeZPdy/1OhV9jkpZjo3UBspEJ4QQQgghdecfu4tf4CyeacMlp87EA8/vSVuEOSw6XLdqvuRMJIZh0NFqw8EjY1mPaXfYcGRQelkWXpDWpDSfbFnypDhSG4+VqkGZTqfDhz/8YXz4wx/G97//fXzlK1/BzTffjCuuuAKCIKCtrQ0vv/zylNslSp2kEo6+1x566CGcdtppab/juIn3j16vlz1GueOQ6vjjj8crr7yCWCyWMxtdEATceuutyez6VDpd/t0Zq1atQl9fH/72t7/hxRdfxPnnn49vfOMb+PGPf1zw2AkhlcMLYrKpZ6NJi8Vd9oylO0r1vf1fj28HL+NPeyhKF8ErpRTl2EhtoCA6IYQQQgipKy/tHMJjrx8q+PYXnOjATRefBI1qYtPmeQtbJS2sc7FZDOjuBPqH3GnZ42oVh45WGziOzdhkrNQoE700Eg3fcmXAlbNBWU9PD5588kkAwNKlSzE0NASVSiWpBInD4UBHRwf279+Pz33ucxmPOemkk/DrX/8a4+PjGbPRNRoNeD79vSZlHAsWLMDrr7+OL37xi8mfvf766znH+9nPfhb3338/fvGLX+Daa6+d8nu32w2bzYalS5diz549aWVn5GpubsYVV1yBK664AmeffTZuuOEGCqITUoM29zpx76Zdad/ZLRYt1q5aMOWCuZTvd5aRVtIllZwAOgAsmmnDP3YPSz6eYaBYWZPprhTl2EhtoCA6IYQQQgipGy/tGMJNj79T8O3vuGwRzl+YXqKFY5nkQkkURfiDEcTjPFQqDiaDVnJjTpvFAKtZn/H2Lk+g4DEXo69/HAzDwGYxVOT+6xXHMli7agHWbdye9ZjrVs1XPIttbGwMn/70p3HllVfipJNOgtlsxtatW/GjH/0In/jEJwAAH/rQh3DGGWfg4osvxl133YV58+ZhYGAAzzzzDC6++OJkje9Ut9xyC6655hpYLBasWrUKkUgEW7duhcvlwvXXX4/PfOYz+OEPf4iLL74Y69evR1tbG95++220t7fjjDPOQHd3Nw4cOIDt27ejs7MTZrNZ0jiuvfZafOlLX8LJJ5+Ms846C4888gh27tyZs7Hoaaedhu985zv49re/jf7+fnzyk59Ee3s7PvjgA/zqV7/CWWedhWuvvRbf//738fGPfxwzZszApz/9abAsi3fffRfvvfcebr/99rzP9fe//30sW7YMCxcuRCQSwdNPP40FCxYU/uIRQipic68z43d1onTH+jWL0wLpUr7fz1vowIs7Slfyw6DhcOlpXXj09T7J5UoogK6sUpRjI9WPaqITQgghhJC6sLnXWXAA3aJXY/2axVMC6Knc3iB69w5iX98I+vrHsa9vBL17B+H25q+fnMAwDMxGHexWI8xGXTIAX8myKv1Dboi0ulbcyh4H1q9ZjBZL+tZ/h0U3JSijFJPJhNNOOw333nsvVqxYgRNOOAHf+973cPXVV+NnP/sZgIn34DPPPIMVK1bgyiuvxPHHH4/LL78cBw8ehMOReUxf+cpX8Otf/xobNmzAiSeeiHPOOQcbNmzArFmzAExkmj///PNoaWnBxz72MZx44om48847k+VeLrnkEnz0ox/FypUr0dzcjD/84Q+SxrFmzRp8//vfx3e/+10sW7YMfX19+PrXv573ebjrrrvw+9//Hm+88QYuuOACLFy4ENdffz1OOumkZCPRCy64AE8//TReeOEFnHLKKTj99NNxzz33oKurS9JzrdFosG7dOpx00klYsWIFOI7Do48+Kum2hJDqwAsi7t20K+cx923andwpxgsi3jowjhgv4Kpz58BmSC8ZZdWrYdWrSxpAB4DPnNGN9w67sbInf18WUhqlKutDqhsjTrMZs9frhdVqhcfjgcViqfRwCCGEEEKIAnhBxMX3/AMjPvmZQY1GFZ76f+flzAp2e4M5a5p3dzYWlc3t8gTQ1y+9JrrS5nQ1w2zMXwd6OgmHwzhw4ABmzZolqUZ2NlLr7JL6pdR7iRCirLcOjOMbG97Me9zPrzgF3lBsSsmXVAYNh2CZ6pQ3m7Vp8x0q1VJeDosOf1q7gv6WT0NUzoUQQgghhNS8f38wWlAAXadicdunl+Q8RhRF9A+5cx7TP+SG1axPZpZPLvti1GsQCEUzloERRREDTo/ssSuJaqOXTmo5IEIIIdVDakmOf+4ZxqP/6st5TLkC6ACmzHcogF5epSjHRmoDBdEJIYQQQkhN+3+/34ZX9owUdNtwXMA3NryZtYEYAPiDkbRmoJnE4jz8wQjMRh3c3uCUBqKTqVUc2h1WqFQcfIFw3vNnw7EseEFmN7IMKllOhhBCCCm1ybuCTpxhw5jEi+/PvjNQ4tGRWmDXq3DZ0lYs6TRXeiikQiiITgghhBBCataX//tf2NXvLfo82RqIiaIInz8s6Rz+QBheXwgj4/68x8bifFHlWziOxYw2e1qj0licLzij3ajXFDwWQgghpJpt7nVOKcXCMoAgIYObYQB3MFbC0ZFacOliB86b2wCWZabsPiTTBwXRCSGEEEJIzeEFEQ/+fa8iAfRUdz61E2fPa0YoHIXHF8K4OwBByiobgHPUp+hYsuFYFgvntoFlWQBI1jIXRREjY/6CstoDoSjVRCeEEFJ3Nvc6sW7j9ik/l/innUqlEACAVacCe7SES+ruQzK9UBCdEEIIIYRUjcR2a6c3hJ2HJ7KqOxsMuPjkGejt92DEF8ab+8bw914nQiWoP+oJxXD3k+9g1YImxc+tlBnt9mQAPRXDMOhoteVsgJoN1UTPTqQICimSoEDJJUKIfLwg4t5Nuyo9DFIHLPr08CnNm6YnCqITQgghhJCqsLnXiZ/8bSdG/VO3Tf/0uT1lG8eLu8dwwbzGZMZRtVCrOHS02mCzGLIeY7MY0N2JvDXZJ6Oa6FOp1WowDIORkRE0NzfTtm0imyiKiEajGBkZAcuy0GiobBIh5bS9z5VWwqVQBg1X1sahpLrY9SrMbUqfe9G8aXqiIDohhBBCCKkoXhCxYcs+PLR5X6WHAgAIRHnsHQ1iXoux0kMBx7Kw2wywmvUwGbSSArk2iyFZKz0W49E/5M7ZfFSt4mAyaJUcdl3gOA6dnZ04cuQIDh48WOnhkBpmMBgwc+bMjDtICCGlM+KV1tMkHwqgT2+XLW1NS6ygedP0RUF0QgghhBBSdtG4gMff6MOLO4bwgdOHGF9dJTO8oXhF79/RZIbJqJMcOJ+MYZhkrU6GYdDXn73ES0erjbKsszCZTJg7dy5iMWoqRwrDcRxUKhV9xggps829Ttz37O5KD4MA0KhYROO1Wdbq9C4zlnRa0n5G86bpi4LohBBCCCFElkTd8jF/BI0mLU6cYcN7h93Jfy/usoM7mrEz+djFXXY88NxuPPr6oQo/itwm174sJ7WKQ2uzVZEFmtsbxIDTnfV+8pWHIRNBUI6jbduEEFIrsjUTJZVRqwF0AOBFBm/2eWDRqzDfYcLM9gaaN01jFEQnhBBCCCEZg91chprgm3uduHfTrrQaowwDpPZeZBigu8mIc+a34G/vDGAk9VgA1ZVzPlWm2pflpFSGk9sbzNlktN1hpYUgIYSQukLNRIGzj2/CP98flXUblgGEap+gVcCbh7x485AXAGDTq/CZk9vwkZM6oNOqoDpa1oWy0qcPCqITQgghhNQhXhCx7eA4th0YBwAs7W7A0lkNkgPjLRYt1q5agJU9jrTjMmV2ieLUfx8YCeDAyIGpxxb4eMppcu3LclEyM1wURfQPuXMeM+D0wGYx0OKPEEJI3VCqmagc1VauZPshNwwaFsGotDF9ecVszG4x4XtPvFvikdU2dyiOX/7zMARBTJZ4oV190wsF0QkhhBBCahAviNh2YBzbDh4Nks9qwNLuiSD55l4n7nxqJzyhY3WcH96yHxa9CutWnyApMD7sjWDdxu1Yv2YxVvY4pkVml12vwmVLW6fUviw1i1mH5gazotlM/mAEsXjuRmixOA9/MJKsnU4IIYTUujF/eQPoQPWVK/GF5fV1OTDix5+3Hi7RaOrPY9uGsKjdDJZlEIvzOHhkDN2doED6NEBBdEIIIYSQGrO514n1T+1Ia3758Jb9sOrVuHBJO37/Wl/G23lD8SmB8XvyBMbv27QbK+a3YNvB8bJndpWD3aDGNR+dh6A3gFl2Xc4MdItJC28JFufNdpPigex4ngC63OMIIYSQWtBo0lZ6CFVDwzGISmjc/vKu4TKMpn64QnHsHQ1iXosx+bP+ITesZj3t7qtzFEQnhBBCCKkhuZpleUKxrAH0VPc+swsr5rdgw5Z9afXKM3F6w/ivx97BG/tGChluyWk5BoIIxAos5PmdixZiZY8jb/1wAAgEYzl/XwiWZWAqQSa4SiWtEabU4wghhJBasLjLjhaLti4v/MslJYBOCpOayALQ7r7pgoLohBBCCCE1ghdE3PNMb9HnGfZFsGHLPjy0eZ+k4zfvchZ9n0qx6NU4e14zTpndiGaLDou77ACQbIo65ovgp8/tyXseo5bDf118YrK0jdWsB8ex4PnsW7J5Qfp2bRXHYka7HX1HxnI26mJQmowlk0ELtYrLWdJFfbQhFiGEEFIvOJbBtRfMx02Pv1PpoZA6ZtFPDafS7r76R0F0QgghhJAasb3PhRFfVJFzbXw9f8Z6NbHo1bjjskXJuu+TLZvVAGDiQsMf/nUwZwaaUcNh03fOg0bFJn/mD0ZyBtDl6myzg2XZnAF0YCIwX4rMJYZh0NFqy5ld39Fqo23HhBBC6o7FoK70EEgds+tVmNs0tf457e6rf2z+QwghhBBCSDVQslnW5G2o1W7d6oU4ZXZjxgB6Ko5lsHbVgpzH/NcnT0wLoAPKZQ9xHIvuzkbYLIaK1yW3WQzo7myEetKiTq3ikmMkhBBC6s22A+OVHgKpY5ctbZ3SQ4d2900PlIlOCCGEEFIjpmOzLKtejRtXL0yWXZFiZY8D69csxr2bdqVlpDssOly3an7GcymRPcSxLBbObQPLsrLOWcrMJZvFAKtZD38wgnich+roIo8y0AkhhBBCpLPrVbhsaSuWdFqm/I52900PFEQnhBBCCKkBvCBCEEWYdRx84dqpuajhGKxY0IJ/7xvLmP2uVbM4c24zdhxOL1Vj0aux5vSZuGLFnLzZ55ms7HFgxfyWZK30RpMWi7vsWc8lpYZ4vprpM9rtyQC61HOWI3OJYRhqdEUIIWTaWNrdgIe37K/0MEgdMahZXLWiGwua9GnzOrWKQ0erjXb3TROMKIrTql2v1+uF1WqFx+OBxTL16hEhhBBCSLXZ3OucklVd7VrMGqy76AScOrcJHMuAF8SjNd3DcPmjsBs1ycagqb+XEvCeTBRFRTKt3d5gzhri3Z2NAID+IbfkBZSUc9LCixBCCFEOL4hY9aO/11zpOlL9/uui+ThngYN2901TFEQnhBBCCKlim3udWLdxe6WHIYlew+G8Hge+e9HCKTXHS8XtDcoKaitxPrlBe6XHSAghhJDcamn+RGqHXa/C/33tdDTajJUeCqkACqITQgghhFSpaFzA6p+8DHcwlvUYg4bDJafOgFWvwS9ffB98BWZ289rMuOaC+bKyx5VQqixvpTLbS31OQgghhGS3udeJe57pTSsXR+qfScvCH8lefo9lACFlvmzXq3BylxWv7XchEM1+u4QbPjQLnzprLs3jpiGqiU4IIYQQUoU29zpx11935gygA0AwyuOv2/rzHqc0FQusXtqJb10wH3pN6RpjZiOKIvqH3DmP6R9yw2rWy17klKKGONUlJ4QQQsprxfwWmHQqbDswjoOjAbx9cLzs86XphmGASqfqisg977v+grnodliw/X0nzDoOc5sMYFkGnVYtHn5jIO/5x/1R+IMRmtdNQxREJ4QQQgipMnK3IFdiQfiDTy/Gyh5H2e83wR+M5GzYCQCxOE+LHEIIIWQaytRPpsmkhk7NIhzLn21MClPpADoABCKZ54dGDYvPn9KO46xqsJEwTp6ZXp3CZlBLOr9Fr0I8zxyU1KfyFKskhBBCCCGS8IKIezftqvQwoFMxmOswQadOny46LDqsX1PZADoAyYsXWuQQQggh00siGWFyQ/ZRf4wC6CV0fKu50kPIg8Gi9okxChmi/XObDLDpc+ca2/UqzG0yIBSJwRcIw+UJwBcIY5pVyp62KBOdEEIIIaSKbO9zTVn0lds1FxyPNad3g2MZ8IKI7X0ujPkjaDRpy173PBuVSloJGanHEUIIIaT2VUsywnT0/pCvYvdt1HAIRHMnTgSiPN4fDmB+qynj71mWwZqlrXjw1SNZz3HZ0lawLIPhUR+GR489Xo5l0dlmg91KDUfrGWWiE0IIIYRUkTF/ZQPoANBk1iUD5RzLYNmsBnzkxDYsm9VQFQF0ADAZtFDnCZCrjzbwJIQQQsj0UA3JCKS8GAY4eXajpGP3jARz/n5JpwVfXd45JSPdrlfhq8s7saTTkvF2vCCgr38c/U6XtEGTmkSZ6IQQQgghVaTRVLqgr17NIiRhG3Mpx6AUhmHQ0WrDwSNjWY/paLXJbipKCCGEkNpVDckIpLxEEfjH7mFJxzISqq4s6bRgUbsZe0eD8IbisBwt4cJKSCQZGfPDoNPCbjVIGg+pLZSJTgghhBBSRRZ32dFiUT6I/aETHHjuxvPzntth0WFxl13x+y8Fm8WA7s7GKRnpahWH7s5G2Cy0gCGEEEKmk1pIBCCVM9chbW7IsgzmtRhxSpcV81qMkgLoCUeGXFQjvU5REJ0QQgghpIpwLIO1qxYodj6WAT63vBu3f3oxNCo277mvWzW/akq2SGGzGNAztw1zuprR1dGAOV3N6JnbRgF0QgghZBqSkoxg1avRXIKEBVLdjBoW85pLX7Oc5wX4gxGIokjNR+sMI06zV9Hr9cJqtcLj8cBiyVzLiBBCCCGk0l7aMYT/euIdFDJT03ATdcxPndOES06dCY0qPW9ic68T927alVYz1GHR4bpV87Gyx1Hs0EkNE0UR/mAE8TgP1dGa8lQShxBCSC3Z3OvEuo3bs/7+qnNnQxSAR1/vQzBPM0pSP3LVNFdaU4MJHm8Isfix95daxaGj1UaJHjWMguiEEEIIIVXozf1j+NZvthZ0259+fhlOm9uU8xheELG9z4UxfwSNJi0Wd9nLnoFejoAtBYWlc3uD6B9y04KPEEJIzcuUMEDq38dPaMY/PxiHJ3xsLmPTcVizrK1sAfR8qORg7aIgOiGEEEJIlXnhvUHc+qd3Ec/fA3QKq16NZ76zsupLspQjYEtBYenc3mDOJq204COEEFJreEHEhi378NDmfZUeCikDo5rF3RfPA4CCmoKWi1rFoWduGyV11CBVpQdACCGEEEKOueEP2/DP3SMF3/7G1QtrIoCeKWAbi/M4eGQM3Z0oOmBbjvuoF6Ioon/InfOY/iE3rGY9LfgIIYTUlL+8daTSQ6gpKhYFJXFUg/PmNSSD5fNaptY+5zgWPC//wbEMICiYfhyL8/AHIzAbdcqdlJQFBdEJIYQQQqrE/c/uLjiArlOzuPlTJ1V9TfNyBGwpKCyPPxhJy9bPhBZ8hBBCakFquboxX4TKuUhk06uxbLYdL+0crvRQCmLUcFi1oDnj7ziWxYx2OwDk3HXHsSx44ViQnWUYCKKoaAA9IZ5n3kWqEwXRCSGEEEKqQDQu4A+v9xV02xM7LfjVVadXfQY6UJ6ALQWF5ZG6kKMFHyGEkGpGddDl+dQpnTDr1GAZBotn2vG9P75b6SEV7POntE0p2WLQqdHaYoXZqEsmTXR3ImupP1EEjgy5ktnqQgmrX6tUXMnOTUqHguiEEEIIIWWUmiFlN2oAERjzR/D3nUMoZK5+2ekzcf2qBTmPqabmmuUI2FJQWB6pCzla8BFCCKlWm3udWLdxe6WHUVNe3DEEbyhekfvWqViEFagbY9Rw+PwpmZuGmkw6WEz6tJ/ZLAZYzfop82KPL4S+/uxZ6kpSH71PUnsoiE4IIYQQooBEcHzEG4YrEIXVqIYnEIPVoIY7GIUnGMOhsSC2HRiDR6EFy+VndOG6j87PeUym5pocy6CpwYzWZkvZg+nhiLTHXkzAloLC8pgMWqhVXM7sfVrwEUIIqVa8IOLeTbsqPYyaU4kAuknD4nOntGNRuxl7R4N4t9+Hl94fl30eo5rFefMasGpBc9amoeYs8xaGYdJ2IkopAyhHvhrq7Q5r1SS3EHkqHkT/xS9+gbvvvhuDg4NYuHAh7rvvPpx99tlZj3/kkUfwox/9CHv37oXVasVHP/pR/PjHP0ZjY2MZR00IIYSQ6S4aF/DHfx/C4TE/dvV7sW8kgGgZOzF99swuXHNB/gB6ptqPvCDCOerFqMuPGW32sjXYdHuDcI568x5XbMCWgsLyMAyDjlZbzjqhHa02WuARQgipStv7XFTCpUZ8eklrMmt8XosR81qMOK7ZgI3bhuDOE9Q3aTl8erEDNoMac5sMWYPnAMBxDEx5SvYldmr6A+G8ZQDlsJoNsJh1GHB6ppSNsVn1GX/e0WrLOh+vph2l011Fg+gbN27Eddddh1/84hdYvnw5HnzwQaxatQq9vb2YOXPmlONfeeUVfPGLX8S9996Liy66CP39/fja176Gr3zlK/jzn/9cgUdACCGEkOnogef34A+vHSxJo6F89GoG/3XxSTj/hNacx0nJquF5AQePjKG7EyUPpMvJ8ik2YEtBYflsFkPOOqHlutBCCCGEyDXmpwB6rbAZ1FN+tqTTgkXtZmzaNYK/7hjNetvPnZy5bEsmTQ3m5DwvUxDa4wtNmfMoxeUNwusPoanBDKNBA54XoFJxiMeFjCVjYnE+63w8045SmptVDiOKJayUn8dpp52GpUuX4pe//GXyZwsWLMDFF1+M9evXTzn+xz/+MX75y19i3759yZ898MAD+NGPfoTDhw9Luk+v1wur1QqPxwOLRdqHjxBCCCH1KbU+eaNJi8Vd9mRzTl4Qse3AOLYdnNhiunRWA5Z2N+AXL76PR149WJHxnjTDil9eeZqkBqK+QBj7+kYknVet4tAzt62kQWWp43E0W9DWbFXkPmnhIR9lOxFCCKk1bx0Yxzc2vFnpYZA87HoV7vj43JwZ5G8f8U7JSrfrVbhsaavkADoAdHU0wG41Zi5ryLHJ5qGlxnEsZrTZYTXr0bt3MO8uydT5eLYdpQmJx0jKp2KZ6NFoFG+99RZuvPHGtJ9/5CMfwWuvvZbxNmeeeSZuuukmPPPMM1i1ahWGh4fxxBNP4MILL8x6P5FIBJHIsauSXm/+LcSEEEIIqV25AuOpXto5hLuf7oU7GEv+rMWixdqjTTrXP7UjrVbkw1v2w6JXwxeKTTlXqTEM8JnTu3BNnvrnqeQ0zYzFefiDkbT6kEoSRRH+QFjSsYKCi5pszaOUDArXW9B5cp1QQgghpNot7rKjxaKlki5V7rKlrTkD6MCxrPS9o0F4Q3FY9Kq8pVsy4TgWg8OejGUEyxVAT9zXwSNjcDRb8ma9x+I8hka8aGuxStrB2dc/DoCB3UqJIeVSsSD66OgoeJ6Hw+FI+7nD4cDQ0FDG25x55pl45JFHsGbNGoTDYcTjcaxevRoPPPBA1vtZv349br31VkXHTgghhJDq9NKOIdz9t8yB8ZU9x+YcDzy/J2M2+bA3gnUbt2c9v7cCAfRTZjfgJ59bBo2KlXU7uU0z5QTd5ciUAZTLuCeIdodypVZKGRSmTHdCCCGk8jiWwdpVC3LO4UhhjFoOgUhxc0STlpNVioVlGcxrKTzDmmNZ9PWPlzVYns/ouE/Scc5RL/Q6NTiOlTR3TpSHoUB6echbjZXA5AWSKIpZF029vb245ppr8P3vfx9vvfUWnn32WRw4cABf+9rXsp5/3bp18Hg8yf+kln0hhBBCSG154Pk9uOnxd9IC6MCxwPhDm/fizf1juOeZXRUrx1KIL541W3YAHTjWXFMquUF3KRLbUOXUm+R5Af5g9WeSZXtsibqWbm+wQiMjhBBCpp+VPQ6sX7MYzWZNpYdSV4oNoOtUDO68aK6sUizF4gWhqgLoAMDz0itp9w+5EYtJf977+sfg8gQKGRaRqWKZ6E1NTeA4bkrW+fDw8JTs9IT169dj+fLluOGGGwAAJ510EoxGI84++2zcfvvtaGtrm3IbrVYLrVar/AMghBBCSNV4aedQ3sD4/7y8H8D+soxHKVa9GktnNRR0WynNNRPUR8uQKElOI9HJSpUVrxQpj61/yA2rWZ+zqVUtl30hhBBCqs3KHgdWzG/Bhi378NDmfflvMEmLWYuLlnXif16Wf1uS2ZdO64CKK0/+LgNAqaaPLU1mMACGx3xQqpMkxzLghfwni8V5xHl5c+G+/nEwDEM7IUusYpnoGo0Gy5YtwwsvvJD28xdeeAFnnnlmxtsEg0GwbPqQOW4ia6qC/VEJIYQQUkG8IOLup3srPYySuHH1QklNRLOxWQzo7mwEx+ae8nW0Klc+JcEfjMjKQE9Viqx4JUl5bIk688BE1nrv3kHs6xtBX/849vWNoHfvIGWrE0IIIQrjWAZXnXscPre8W/Zt135sAa5eeRzWr1kMi75iOad1wabj8NXlnWXNQFeKWsVBr9XAOapcAB2ArHOpOFbWjlJgIoGDYqOlVdFvheuvvx5f+MIXcPLJJ+OMM87Af//3f+PQoUPJ8izr1q1Df38/fvvb3wIALrroIlx99dX45S9/iQsuuACDg4O47rrrcOqpp6K9vb2SD4UQQgghCuEFEdsOjmPbgXEAwNLuBiyd1ZA1mLy9zzWlhEutazFrsfZj6XXcC5Vorjk06sXomC8tA6aU9bsLzSYvRVa80qQ+tnicT5Z9mSxR9qW7E5Q1RAghhCiIF0S88N6g5OMdFh2uWzU/Oe9a2eOAIIi466874A1X9+64amHXq/DF09rhD/MZm4G2O6xQqziEIzGMjPshSMjIloPjWMVKuLQ7rBhwuhU5VypBRoBbrVZJ3lGakEjgoAbxpVPRIPqaNWswNjaG2267DYODgzjhhBPwzDPPoKurCwAwODiIQ4cOJY+/4oor4PP58LOf/Qzf/va3YbPZcN555+Guu+6q1EMghBBCiII29zpx51M74Ulp4Pnwlv2w6FX47kULYTNoMOaPoNGkxeIuOwDg3/tGyz5Og4ZDKMrn3DKqVTH40Alt0Gs5bNo+kLem5NUr52BGozH52IrJQJ+MYRi0NVvR2mQpW0mRQrPJS5EVrzSpj03FsTjYP57zmMODrrSyL4QQQggpzvY+F4a9+furfHnFbJw8u3HKvGtzrxM3Pf5OKYdYdy5b2ooFDlPG36lVHJobzPD4Qhh3BxUPoANAg9WAkXG/IucKR2IF76ZUAssyiMV4qNUcZrbbcWjAJfm21V4SsdYx4jTL9fd6vbBarfB4PLBYam9bCSGEEFKvNvc6sW7jdsnHa1UsWJZBKFr+yeL6NYux/Phm/PHfh3B4zI8RbwQigEhcwII2K045rhFLu49lz/OCiO19LmzZPYzn3h1Iy5yfnP1UL0RRRO/eQcmLkFJmxStNymNTqzjMaLNh/+H8GURzZjbBbNIrOURCCCFk2nr+vUF8/4l38x5326Un4SMnpvfWi8YFrP7Jy3W3y7FU7AY1vn7+HMw0ZC8d2N3ZCF4Q8eL2w/CG4hkz1QvFcSxmtNnBcSz29Y0UfT5gIohdikB/IdQqDjaLXvIFgjldzZSJXkJU5IkQQgghFccLIu7ZtEvWbSJxZbZsymHVq3Hj6oXJgPdnzuyWdDuOZbBsVgOWzWrANRfMw/Y+V1pGvZJZ56UmtUGmlMamjmYLdBpVzTXalPLYOlpt8Ieiks7nC0YoiE4IIYQopNEkrSzc5OM29zpx1193UgBdBlcwhode3o+vrpyDWWZVWoJBIkHi7cNe/OjpXrhSnlebXoU1S1uLrpnOALCaJ+ZQUht35lMtAXRgokTLyLgfzQ2mvIF0jmVh1GvgC4SpkX2JUBCdEEIIIRW3vc+FEQnbbsvtqnNnQzgaq186qyEtu7xQiYB6LXJ7g+gfcmdcIGXKIJ9obApZt6kVUh5bKCwtiE5LG0IIIUQ5i7vsaLFoc5Z0cVh0ydKAgPwdkeSYEV8Utz+1C3dcehJOnd2cFsB9edcw1j02tTSOOxTHg68eKbr5aJwXknXAmxrMcI56i3koVcvtDeUt7cILAna8P5B2EaAe5tzVhILohBBCCKm4MX/lAujLj2/GziPuaVFipRiFNshMNDYtVy32csr32IwGLQBf3vMYq7yRKiGEEFJLOJbB2lULcgbFr1s1P63s3r0yd0TWgxaLFtdeMB8/fW63pBry+fzXE+/i9ssW4fyFrQCkPa+PbRvConZzUaVdEnXAddr6DXHGjs4z8zVQnZxFT43slVW/7zBCCCGE1Ayp226VlFqaJVGzvFZLrJSaKIroH3LnPKZ/yJ21QSbDMHVbnzHXYzMbdeBYFryQfbHDsWzdPjeEEEJIpazscWD9msW4d9OutABxpkQJqY1I683Jsxtw/gmtOLfHcXRXaBg/eroXwQL7DYkAbnrsHbBrGKw8es58z6srFMfe0SDmtRgLuk9gouG7yxNAX55m7rUuEIzkDKDnciSlkb3U0oxkKgqiE0IIIaTiejqs0KlYhMtQ59yiV2PN6TNxxYo5yUB5LZdYKQd/MJK3QWgszie305IJDMNgRrs9Z+30Ge12WrgQQgghCuMFERa9Gv/5oePhCkRhN2nQbNZlTJSo5I7IStq804mz5zmxsseBZbMa8NaB8YID6Knu27QbK+a3SH5evaF4UfcXi8VzljmpF8VUao/zAoZGvdBr1XVZZrFcKIhOCCGEkLKanPX9yvvDePS1vqImhvloVQy+u3ohHBb9tM4yLzTzJJ4ngC73uOkkUTv9yKAL8ZTsIRXHorPNTgsWQgghRGGbe51TMtBbLFqsXbUg4xywEjsiq0EoJmDdxu24/IwunD2vBSPesCLndXrD2N7nwuGxgKTjLfriQpO1HkBvaTLD5Q7mTFhRqziYDVoMSygTmI1zJHO9eCr5Ih0F0QkhhBBSNpkWNeVwyyWL0rbtTsdtjHKbgqZSqThJ9zH5uFp4nssxxnquC08IIYRUk2wNQoe9EazbuB3r1yye0vNGSiPSevbov/rw6L/6YNCwip3z7zuH8OKOwbzH2fUqzG06Ng8VBBF7R4PwhuKwHP1dMfXSq52KY9HWbIVBp8m5c7Gj1QaTUQe1isu7O7RQuUozkgkURCeEEEJIwaJxAY+93octu4chQsScFhNOmGGDLxRP2zYLABu27MNDm/eVdXyT617ygohXdg1iX78bRg2bnJjX+zbGQpuCJpgM2ryTdrWKgyiKcHkCUKk4xOMCBpzVt100ETSPxXj4AmF4fSHwKU2YSjXGeq4LTwghhFQDKY0sE6VGUjPSpTQinQ6CUeXKKv7xzcOSjls+x54Mkr99xIuN24bgTinvYtOrsGZpK5Z0WhQbWzXpbJso62c16+FotmB0zJdxXmox6TAy7oNOqypZEJ1KM+bHiKJYyt3TVcfr9cJqtcLj8cBiqc8PISGEECJHNC7g8Tf6sP3gGEZ8UTSatWix6HDiDBsc1szlT3hBxM1/fAcv7nDmPb9FrwJEwBsurt6hVFevnIMZjcYpDUI39zrxk7/1YtQfTR47eWLe3dlYd4F0URTRu3cwbwC8Z25b1swTtzeIwwOuvA0yc/0+VaWe50zZ+NmYjVqYTTo02U1g2WOZWbWQXU8IIYRMR28dGMc3NryZ97ifX3FKxl44ldoxOZ2dN9eOy5a24e0jXjz46pGsx311eWfdBdLtVgMsJh1CkRjGxgNp82iOZdDUYEZrswUDw26MjPnLMqaujgbYrYU3ea13lIlOCCGETGMPPL8Hv3/1YHo98sGJWnt/3joxkU3UkExkc2/udeK2P7+LkMRslWKbBU2mU7P42OI2PPfuEAKRY8FQu0GN/3dhD84/oXXKbbJt7XWH4njw1SPJiXk9bmMstilotiz2BIYBRBGSA+hAZbaL5nsck/kCEfgCEQw4PWhuMMFi1sPrC2HcEwSfUtt8cuY6BdkJIYSQypDayDLbcSt7HFgxvwXb+1z4555hPPvOANzBmJJDJJNs3uvC7CYDntieOzHnsW1DWNRurqvSLi5PEC5PMOPveEGEc9SLUDgKr1+ZWvVSSC3hOF1REJ0QQgiZJnhBxLaD49h2YBwAcGgsgJd25s8kT60hKQgibnr8nVIPNaebP3USVvY4sGxWE+5+uje5uHEFY/jpc7vBskxarUspW3sTE/N63MZYTFNQURTRP+TOebtC9jSW+3mW8jhyGRn3Y2Q8cwZQakkcAAXXna80Cv4TQgipdVIbhGY7jhdEbO9zYcwfwdnzWvDV8+biwrs3Ixit7cbpeg2HkMKPQcUyiAvFF7YQAfz6X/15j3OF4tg7GsS8lumVJV3OALr66PyPZEdBdEIIIaROpS4EDo8FsPH1Q/CGCs+mWf/UDvjLVJIlF0EUsbnXiZsemxrMz9Q0anufK++23NSJudSgc60otCkoIC2LvVAj4z5AFGEy6koerC3l40g4POhKy1BPSATZmxoisJr1VRmcztV0lhqiEkIIqRVSGoQ6LMf69aTKVMrFZlDXfAAdAD6/vFvxvkRKBNDlUnp3a73QaVSwWvQwGrTgeRF9/dJ3XqbqaLXRHC8PCqITQgghdagUNR2rZeJ699O9UHO5J3ipTaOkbu1NPL5628YotSlopsyTUl5Q8PrC8PrCYBgGzQ0mmAxa+EMRQBTBcSzUKhXUamWCtuW4MJIpgJ5qdNyP0XE/VByLRrsJOq2qLEHpyRnmRr0GgVA0+e94XMi42EoE/zmOzVm+hhBCCKkWUhqEXrdq/pReP1nL/tVBKRe7QY0vnDUbHzh92Nw7XPT5WsxaBCJxBCpwccGipxBmJuFoHOFRH9SqIDpabejqaEBf/7jk23MsixntdprbSUDvQEIIIaROhKI8fvb8Hrx72I29Q75KD6dkpCxonN4wtve5sGxWg+StvRa9qi63MTIMg45WW8564NkyT8pxQUEURQyP+TA8lvk9myloK7f0SDVdGInzApyj3uS/OY5FZ6sddqsyC5fU5yYcjWPcFSgqC3/yxYHU8jW02CKEEFJtVvY4sH7N4inJJA6LDtetmp9W8g+QVvavlvV0WnHpT7cUnVhz7oJmfPq0bgiiiG/9ZqtCo5POrldhbhPNO3I5NkdrRFdHo+SMdF4QEIrEIHoCtOswDwqiE0IIIXXghke24Z/vj1R6GFUlkYEuZWtvYmJer9sYbRYDujvl1+uWksVeapODtrlKj1Tz48iG5ycywYPhCDocU7eXy5HpuSmVemzCSwghpD6kNggd80fQaNJicZd9SgY6IK3sXy179f1RRc4zq9mMZbMa8Px7g4qcT67LlrbWVVPRUuofcqNnbhsYphGHB1zghdy7JQHAOXIswYN2HWZHQXRCCCGkiqXWNW80aXHiDBveO+xOWxB85devY1e/N//JpplEBrqUrb2fObkds2c21fVk0WYxyK5vLSWLvVz6h9wQRTHj9tR82dHV9DiyGRnzgwEDvU4NFcdCxESAXWpGkNsbLOvjq8cmvIQQQuoHxzJYNqsh73FSy/6RCVJ3eCrFpuOwZlkblnRaynq/1WJyWT0pEnM0AJIC6JluT7sOM6MgOiGEEFIlUgPmdoMG2w+58Pgb6c1AWQZI7eNj0nLwR6ovuzaVVa8GAHiKaGqaqsWihSiKGPFFsx4zuWnUkk4z/vPsmfj91gG4U2q7N5o0+MaHjsOqxZ11n1ErtwRKQiKL/VD/OASx/E2kEmJxHkcG3TmPyZUdnS0bv5rIKWmTShRF9A+5SziyzOqtCS8hhJDpp9xB4Vq19OgFCSk7PJUUq0ADUyWwLFBA/DqN2aiFL1DY8xyLxTE4XFySFe06nIqC6IQQQkgVkNoIdPI8shwB9BazFpG4kDcIPqNBj2WzGnDCDBt8oTjsJg2azceC2dv7XBjxheHyRzHoCeH5dwfT6psnalXuOOLGI68ezHo/a1ctAADJTaMSGbontZtwwsfnYu9oEN5QHJajJVxmz2ys+8lhISVQJqtkAD0hXzZNvuzoRDb+yLgPA05PKYZYEvkygvzBSEUuDFRTrXlCCCGkEIu77LAZ1HXRRLRUrHo1lnZPBNGl7PA0aDgEFWo8GogKePDVI/jq8s6aykYXBKCl0Zw1QSIXlmUwo82eN3kklzgvFD03jMV5jIz70Nxgrvu1klSMKFbBiqiMvF4vrFYrPB4PLJba+QASQgipT7wgYsOWfXho875KD2WKc+Y347LTu7G4y44tu4dzTpbvuGwRzl/YKuv8k0vVpNaqfGnnEO5+ujdjkD3RECrThYfJx4iiiN69gzknkWoVd7RuYH1ODvOV+ejubMwZSJfyHFaTro4G2K3GnMe4PIGMZWGk4lgWdpsBGjVX1mB8tvdqsY9HybEQQgghtea+Z3fj0X/1VXoYVWv9msVTGrJmmoebtBxWLe6AzaBWfG1j16twx8fn1lRd9K6OBjAMI3sXpKPJDBHA8Kj8AHyCXqdGKKzMhSGqkX4MBdEJIYSQEsoVKN7c68Q9m3ZhpAqbGTWbNPj+JSfBFYgmx71l93DeoLWScj13Uo/xBcLY15e/4eqcrua6rO2sxEUEqc9hqUmtCSnltSz0Mc1os0GjUSdL4YiiiB17+sGXcatxpsdXiteIY9mcmf/5Lr4QQgghteKtA+P4xoY3S34/tZjxbtWr8cx3VmZsypqYh/9zzzCefWcg7bFZ9CowYNJ2shq1HAJF7KK97pyZmN9qKvj25ZaYs4miiMERT1FB8WrQ1dEIu3V6z/2onAshhBCiMF4Qse3gOP705iG8vncUodixQFSzWYPrP9YDIHc5kkoLRHl86zdbk/+2GdS44cIe/HntOXkD20qR0hAq3zFSazbXa21nKWU+YnEeQyMemIy6jHXSi31uOJaBIIooNm2js9WGAacn7wUBkyF/bVOTQQsVxyIus1ETL4hpAWyGYdDUaIZzpHyNfTO9HiaDFmoVp9hugXaHFc0NZnh8oaLLABFCCCHVrlx1vq9bNR/NZh3+vnMIf3zzcEnvSymeUAzb+1wZ59scy8AbimXM4vce7UF09co5mNFohN2owa1/ereoIPovXzmML57WjmUzrAWfo1xS56QMw8Bs1NV8EL2vfwyAmHfHZz2jIDohhBCSQzQu4Ik3+vB2nwvhaBxWgxocy6LFqoNVr4EvHAPLMFja3YClsxqwZfcw7nxqZ9b64SO+KNZt3J5stllJueoVTv65OxjDTY+/g88t78a3PjKvHMNThNSazfVa21lqANw56oNz1AeOY9FkN0KnVSebjxb73Mxob4AoJibehRtwemCz6jEy5s96TEerTVJ5EYZh0Gg3wTkqL/gdjcan/Ky1yYLRMX/eeu1KyfR6MAyDjlZbzrI9UqlVXLL2ZaKGfCENaQkhhJBaIaXOtxKazbpkMLpWgugAMObPfHGBF0Tcu2lXzts+9VY//rR2Bbb3uTDqixY1jggv4qHX+nFwfhiXLMq9C9Zi1MJbYFNOJUyekyqd8FApff3jyTnidERBdEIIIdMKL4jYdmAcWw+MwekJw2HV4eTZjVg00473DruTjS/tRg1eeX8YL+1wQkoC7cNb9kOvYRGKSguk5WvSWQ5qjgUgbyL3yKsH0dNhlV3/vFKkTFilZi/XIrkBcJ4X4EzJklGrOLQ7bAVN+jmWxYx2e3KSHQxHcgbA84nFeYyM+dHcaILbEyo6O1ooIOit0UydOjMMgxntdkUC2Pnkeq/aLAZ0d2JK5riKY2E0aOHxhSTdx+RFXyJ7ihBCCKl3Fr0qmUFdCu7ARBC5XJnvSmk0ZZ57bO9z5X0MTm84uYtVKS/sHkO3XYdlMzNnpHMsU7EAerY5qZIJD5XWP+SG1ayflkkVFEQnhBBS13hBxNb9Y3j67SN455Abo74IJpcv/s0/D4ABJAXLc5EaQC+FyZN+nZrFutULoVFxGeuYr17WUXDDnx8/3YtzFzhKVsZFSVImrFKzl2tRsVkvsTiPvv4xNDeYMDKePQDe1dEAFcfCF4yAAWA0aGE26tKe1w6HHQadBkcG3WlZ22oVB71ODa8/LGlMbk8IC45rRSAUlZUdLYpiMqM6HInnfDzZNNkz1+HMFsBWWr73aiJz3BcIIxCMQARgNmhhMuoylmZJRWVaCCGETFebe51lKbN4/3N7cG6Po2yZ70pwWHRY3GXP+DupgfFEGUgl/WHbEJZ0WjI2Gi1nrxoAYFkGjTYjLGZ9zjmpzWJAV0fxuzMrLRbn4Q9GpmWSBQXRCSGEVK1EsxqnJ4SdRzzgRRHjvggaTRqwLIsFHVb4QjHYTRo0mycmeLwg4ol/9+GdPjc8oRh6j7iQpWJJmlrtsp1o7LlifkvWWuWZfvfSzqGC79MVjOGVXYM4Z2G7Ug+jpLIFOKdD0FCprJdsAefJz6HZpM95HrvVCJvFkFYeJB4XZC0mYnEegVBU1sTd7Q0WHeBubjSBZdmsv08tfRKLxdHv9EhqhCqFnPfq5GD5MHzJ2/fMbTv23HMsREzsPqAyLYQQQqYrKSVJlJLIyl42qwErexxYv2bxlGSXanPdqvlZE2ekBsYT6w8ls+/9ER57R4OY11L5+twMGLQ7pCXlTDTmFNHXP176gZVQvfaTyoeC6IQQQqpCImCeCPS6A1H89LnduSdak2oJyimnUqt++oVlUHFsxmB5tgabieabiUxcry8Ig6q4YNn7h8axaEbtBKDrvbZz4rWNxXjE+YkAqVqtgsmgLWmWdLvDKvs9kFoeRBRF7Hx/QPb9ypm4u73Boi8iNDea0N5igy8Qzvn+SX1sLMsWdb9tLRZo1CpZ79VsjzUW53HwyBi6Oxtr5jNLCCGElIOUkiRKSs3eXtnjSEt2OTwWyLlTVK/hEJKSHVQmUgLjiUz2UmTfl7L0jhy8IODQwDgsJp2keZvdagTDMCXfwVhK9dpPKh8KohNCCKkIXhCx7eA4th0Yx4ERP7buH4c/UtxEqN4D6A7LRP32QsqoTM7ENQgi7AY1XMHCarNb9Kqaq4dXr7Wdc2VZp2YwJy4i+AJhDKfUPS9GIovGbi0sC8gfjCBeQLa2isueEZ5KFEX0D7llnz8Vx7Ew6LTo3TsoaydDsRcvNGpV1uc1tTSNKqVOer7HWmufWUIIIaTUlKzVLcXk7O1EsktCMMrjkVcPZrxtJQLo927aheXHN+O9w+4pSTxSAuOpmexKZ99b9NUT0nR5gnB5ggCk7yAUxdrcC13P/aTyqZ53HCGEkGnjpZ1D+OFfdiAQqc0r70qw6tX4zsd78mfbp8i1nTKXTNmpLMvgsiUOPPjqEdnns+tVmNtkmNb18KpFvizrYxnIE0Fds1EHo16jWBAdmAikMwxTUIZzoVtB+/rH0dlmz7u7wB+MFJ3hw/OZy81Mfm4zKebihYpjM2a+Z7poolZxaLAZ8z5W+swSQggh6ZSu1Z1Li1kLQRTx/HuDU3aUAhNJRi+8N1i28Ugx7I1g9U9ehjsl8abFosXaVQuwsseRNTCeKDm5sseRdr5E9v3G1w/i/ufeL3hcifVINco3R1Ril2Ql1XM/qXwoiE4IIURRk8uyJBrRJH62ZbcTL+5wVniUlXfj6oVY2ePA4k4zXn6vH6O+CHwRHqP+CF7v8yIcO5adm20SKkWuTNwlnRZ8dXknHnvbmZaRbtBwCObIdLlsaWuyic90rYdXDeRkWadmIAdCUcXHUmiGc6FbQeO8gINHxsBxbFrd8cmZP+V4f+Z77IkdECaDFi53UFJQn+NY9PWPp2Xpq1UcbFY9Rsam1qePxXk4R72SxivlOcmU6T5dF0uEEELqm9K1unOJxAV86zdbk/+2GdS44cIenNvjwPY+F7buH6vK+ujuSTtXh70RrNu4HevXLE4G0nP1Z5qMYxn4iizFkroeqVaZ5ohK7JKslOnQTyofCqITQghRzOZe55QsBIteBQYMPKHCyobUolxB6NTMDbc3iMMD45jTqMecxmMNGS9b0oa9o0Fo9DrMbLHknITmky8Td0mnBYvazQhyGgTjYnLSu+ntI7jvuT3wp+wWsOtVuGxpK5Z0WpI/m6718KqBnCzr1AzkUgSWC81wLnYr6OTGnZMzf8JFloiSQupjl9PkNVND0liczxhAlyvfZzZbpvt0XzQRQgipT6Wo1T2ZUcMhEOWnrIfcwRhuevydmu3rdN+m3VgxvyVZ2iVbf6ZMBEgrZaJigXjKU5NpPVKtMs0RldglWQntDiuaG8zTPqmCguiEEEKKxgsiNmzZl7ERTrU0fCkHq16NG1cvxIr5Lcl674IowqJXo9GsRbN5orEOywBefwiHBzJ3ZWdZBvNajFCrOPR024uarEgJmLIsg4Xt5rT6yxcu7USXkUXvkA/eUByWo1smUzM+pnM9vGogNxieOL5UFz6yjSdXVjPDMGhpNGFYgeBwqv4hNywmHcZcyp43G6mvRb466WoVB0EQwQulWUjn+8zmb0yavXQNIYQQUquylSRhGKDYstU2gxoqjkEgxy7PWgygA4DTG8b2Ppes4DkwkXj15JuHJR379bNnQMWyWdcj5VLoe2HyHLFWd/GqVdy0D6ADFEQnhBAiEy+I2HZgHNsOTgSAWYbBX7YdxqhP+RIR1cCqV2H58S3whWMIR+OwGtTgWBYtVh2seg184RhYhsHS7gYsndWQzBg/ZXYjTpndOOV8uZpATqZE/WKpAdPJxzEMgxnt9pzBvOlcD68ayA2GJ443GbRQq7ic70GOZdDV2Xi0Hnjmiz1SxpMvq9ntDWJ0PCDrcUgRi/MYdfkLalpaCDmvRWqd9FgsjjgvQMVxUKs5iKKI/YdGSzbOXJ9ZKduLqTEpIYSQepWpJElPhxWfvPcfU8qZyPHp02ZmTDSqF3Ibs27udUrO+jdqWCxoMVVH2ZYCL6ZMniPW6i7eWh230iiITgghRLLNvU6sf2pH3WSXswwg5JgQWfVq/PX/nQuNilXk/gppIlNstoKUgGm27NRsWbNU2qE6SHltE1JfY2llRRgIgnh0dwKTsbFmtvMn5Mtqbm6MKFKeJJtoVN73FMtOPGa5CtmRkaiTPpnLU/wFBUezBeOugOzPrJTtxdSYlBBCSD3LVJLkuxctLKjUS6KnUaxMF/QrRU5jVl4Qce+mXZKP//wp7dURQEdhMfRMc0STQQuOZUu267AUOJbNONedjj10KIhOCCFEEjlZA9Woq1EPjmNh1KpwzoIWXHZaN159fyTnY7p8qQPBYBgaBYLFhTaRUXEsfIFwwZMTKQHTXNmpqVmz02mCVAvk1Nie/BonLpAcHnRlrL/NC0KyfIfdagAg5sxIt1nlN00qZQAdADQaedPciYsGBnAsi1EZZWAmP/ZiFJvlo1ZxaG2yoLXJIvszK/WCXa1uQyaEEEIKsbLHgc+c2YU/vNaX91ijhsO3L1wAh1Wf7Gn01gFpO/pqkcMyUapSqu19LkmNU41qBp8/taMm6p7nkmmOODF/t+LQgEv2+dQqDu0OGwac0nY1K8VuM0yZ5w+NejE65gOfkoAyHRKtKIhOCCEkL14Q8cO/vFfpYSSpj2aJfOjENnhDUXiCEyVVWIbBX946jFH/sdIyVr0K37loIc5f2DrlPOcuaMF/nj0Tv986AHdKdn1qwxqlyhcU0kSG41j09Y+nlaQoZHJSbEZ5tqxZUnlSamxne42tZj0O5SnVknj/261GBMPRrIHvkTE/jHpt8n4q3TRJreLQZDfBOeJNm9zn4/IEZd+Xyx1Ee4ttyuLCFwgjEIxABGA2aGEy6vJ+j8jZXZBJ6sUSuZ/ZQks/EUIIIfWMF0Rs2j4g6dhAlMf9z+3Bdy9amCzx6A5EwaDgaiBV7bqPzks+Timkln65bGlbzQfQganzY2Bip+bgsFfWeRxNZpiMumRSBMNA9u7mYljN+uT/u71BHB5wZcyknw49dCiITgghJKeJAPoO+MLVkX34rY8cj8vP6AbHMtjc68R//31vWkZDs1mDq1fOwYxGIxpN2mQWSCb+YAQntZtwwsfnYu9oMGPDGqXKFxSSvZkpQ7jQyQlllNev9BrbPOI8DxXHQq1W5XyNh0a9EPJ0SEq8/00GLdyeUM5jUy84lTpbOd822I5WG1iWRVOjGc4ReQsVueK8gKFRL9qarQAyLy6G4QPHsZjRZs/5uZWyu6C50QS3J6R4iaViSj8RQggh9Wp7n0tWTXR3MIZ1G7dj/ZrFAICbHn+nRCOrnETCUYtagNsblDz/kFr6xWZQFzO8qpI6Py6ktCcA6LTqtLVorgSpBpsRzlHl5r4cxyTnflLHX889dCiITgghJCNeELFhyz5sfP0QvKHCm+koyWHRpQXQM5ViGfFF8dDmfVi/ZnHeTvGJQB/LMpjXYsx7XDHkZG+qVRwEQcwZJCxkckIZ5fVL7msriiJGx3ySjo0fDaTLqZddqmxlq1mHpgYzTAYtPL5Q3t0VrU0WjI75S153MhGoF3gBI+OZs/V5XpB0AUzKzpH2FpviF8SKLf1ECCGE1CO5jTMT7t20C2KeZIVaculiB6w6VVrCkdzknsVddrRYtHlLuvjD9dF/C5iYHw+NeNHabCmotCeQeR2ZLUEKAMbdAcV2hDY1mMEwjKzSpPXcQ4eC6IQQQqZ4aecQ7nhyB4LR6sg+T7hu1XxwLCOpKc19m3ZjxfyWnFsMy1m+QEqWJ8cy6O5shAhg/6HRnOer58kJKT1/MCK5zIlKxcmul11sWZJsbBZD8j0vZXcFwzCY0W4vy5ZXqRnvUi6A5XtspbogRs2ECSGEkHRyGmemklL7u1Y0GNQ4b25D1iafUpN7OJbBtRfMz5ud/8R2J5Z0WsraVJTjGPB8aS56JDLDC5kX59oFmG0+KLVnUj4cy6K1aaKsjtxSjfXaQ4eC6IQQQpJ4QcT3n9iOl3YOV3ooaRLd7Vf2OABIa0rj9Iaxvc+VMxu9nOULpGR5zmhvgNmkh8sTkHTOep2ckNLz+nKXZkng2IktnP6gtIVg4oKTlPe71ayHR+I4Jp8/QUowOV/d+HKbfAFMFEX4A2H4ghEwAIwGLcxH66enHVOmUkxU+okQQgg5Rmr2dD07c1bu+uRykntsRk3eY1yhOPaOBnPuFFZaV0cjBEEs2XxxdFzaDtDJCtkFqNTcd0a7PXnfcted4UgMvkC47uaQsoPogUAARmP53siEEEJKjxdE/PrlvfjNlgOQ0YOvLL68Yja+svK4tIxyqdsq8x1X7vIFUrM8qcEfmUzJIKrbG8xacmSyxBbOQi445Xu/i6IoK4hezAWtRGB4aMSraJ3IQiUWIm5vEIcHXZP6H/jAsSxmtE/UT3d7g2XPDKfST4QQQsgEjmWwdtWCjGUky8Wg4aDiGHhDlSlz8vTOMbyy34M1S1uzNvyUGmSVuo6T8lg5jkGjzYjhLI3v5eB5AXarEVazHoPDHgxLLHso+fwFLLIdTRZJc71M64TJPZOODI7LWudzHJvWUFTuutM56oNz1Fd3uxllB9EdDgcuu+wyXHnllTjrrLNKMSZCCCEK4AUR2w6OY9uBcQDA0u4GLOqy473Dboz5I8mmm1t2D+PmP76LaLy0NYMLdfLsxiklWaRuq5RyXLnLF0jJ8pyuDf7KmW1bS4oNoiae11gsjlicx/Co9EWBo8kMoPALTrne775AWPI4sp1fDoZh0NZihV6nrnhWukrF5WzOxAsT9dObGyMYybAwLLTBMCGEEELkW9njwPo1i7H+qR0lDWTbDOq0JqYGDYdzFzhw6nGNeGXPMF7c4SzZfefjDsXx4KtH8NXlnWmBdEEQsXc0iL6AiM6mCBZ32XOW05S6jrPo84creV6EimMlnS+fRJDY4wspHkBPSJQllUKt4tDanHsHAJB5ncBxLBqsBljM+uSOUrkxfJ4X0nYXFFqqsd7mrLKD6H/4wx+wYcMGnH/++ejq6sKVV16JL37xi2hvby/F+AghhBTguXcHcceTOxBNyW58eMv+KccZtRwCkcqXN8im2TwR6J9MyrZKh0WX8baZlLt8Qb4sz+nY4K8S2ba1IFugVeqENNPzKkcgFE2rQV7IBads73epk3Gl3wdSs9Kb7EaMuqSVVpJDreJg1Guw64OhvMdmCqCnKqTBMCGEEEIKU+pM8I+c1IZz5jsw5o+gbySAJ/7dh2feGcAz7wyU9H7leGzbEBa1m8GyDN4+4sXGbUNwpzwvLRYt1q5akCzDOZmUdZz9aPNSKYLhWP6D8kgkJ8lpnpmKZRgIEprINjWaJffQaXfkbyKfbZ3AH210PzLuh1rFwWrRTzlGCo8vlJzDS1mf5lIvc1ZGLLBd8NjYGH77299iw4YN6O3txQUXXIArr7wSq1evhkpVvaXWvV4vrFYrPB4PLJb8V3UIIaQa8YKIrfvHsOmdAQTCMQiCAFcwikFXGK4KbfMrha8u78QnT5+VMXi2udeZc1vl+jWLs07easV0CSznysgFgO7Oxrp6vFKJoojevYN5dyT0zG3LOCHN97xK0WQ3wmoxpE3clS4tk2uMjiYLWpstJZtw5/qMcRyLfX0jit9nc6MJFpNesXPP6Wqm0iuEEEJICfCCiO19Loz4wrhv0+60LPFSsBs0ePqGc/GLF9/HI68eLOl9FWPtyi4EozwefPVI1mNS12KJ5zGxG9odiOZsLjo5273UEmsNXyBc0Pysq6MB/UNuxPnsO7sTc3aPL5QzwUWt4mCz6uFyB9POp+JYdLbZk2siKesEJUxehxWToFMPc9aCg+ipHnjgAdxwww2IRqNoamrC1772Ndx4440wGKpvwUtBdEJINYnGBTzxRh+297kQivGY32aBWa/GnkEPdhx2IxjloWJZWA0aNBjVYCBixBdFvztcUF21anRSuwmHXOG0DAa7XoXLjtbc41gWJ8xrzxhE29zrxL2bdqVlMkxuQlrr6r3ESbGB4nomdSI/eUIqCAKGx3xwjnpR/CxvAsex6Gy1w25Vfm5X6YtF2T5jpVycNDWYMCqxLn0+XR0NsFupXxEhhBCipEzrjHK46tw5+J+X95X1PuX68mnt+PO7w2nrt8kcFh3+tHYFtuwenvI8Npk1uODENrywYyjt56lrQKU5miwYdwdyzjddngD6+sdln1ut4tDusOa8bWowOm3uybEQMZE9rlJxiMd5SecpNOAvV6Z1WOr4Y3EeA06PpHPVw5y14JTxoaEh/Pa3v8XDDz+MQ4cO4dJLL8VVV12FgYEB3HnnnXj99dfx/PPPKzlWQgipKdG4gMde78M/djnh9IQRjMagUXFY0G7BRUtn4Bcv7sGhsfSmem/uz/QHk4crGMPB0fKMWwk6NYs5LSbs7M+/Xe38eY2Y22TA3tEgvKE4LEe377FHa+nxgoChUS/amq1Tbruyx4EV81vSMhvy1eGrNfXc4E8URYyM+/IGKWNxPq0mnxL3WwsXJqQ2aEo9rt/pylsCpBA8L6CvfwzBcAQdjvxlkuQ8x+UupzRZts+YlG2rVosOHq+82u4A4HIHZd8mGzmNnmrlvU8IIYRUUr4dr6X0h9cOVuR+5VDrNDkD6ADg9IaxYcs+PLR56gWBUV8Uj7zWh//v4/PR0WSeWMcZNdBEw+AF5ft0JeqLtzZbcs6DwtHCdnTHjp6vu7NRUmJItrmnKIrYsSd36Z7DAy5YzXrJ64RiZVqHpY7f5ZFe+lBuc9JqJDuI/qc//QkPP/wwnnvuOfT09OAb3/gGPv/5z8NmsyWPWbx4MZYsWaLkOAkhpGQmby/LFoSdfFxPhxVPbj2MI+MTwZAFnRb4gnGY9Wo8+q8D+MCZ4Q9KRMCre8fw6t7iSixUM5NWhWe+sxIcy2DVj/6es3Zgs1mTDJjPa8l+VXp03IfWpswlHTiWwbJZDYqMnZSP3K2ASk0UK531nM+xJqA8AiFpmU+JCWmpAuipRsb8MOg0ObNICnmOq/VikZQ68IVsa+UFARzHgs+x7VcKOQ2Gq/29TwghhFQDXhBx76ZdFbv/YLR6+1UBgFWvRnujWdKxG18/lPP3v3zpA/zf105PruWUKEWYSbvDmhY8t1kMGeuLS61XnkksxqPBZiwqMcQXyH8RgRcE+ALhggLSzQ0muL0h2bssc63DpI6D41jJc9ZqJjuI/uUvfxmXX345Xn31VZxyyikZj5k9ezZuuummogdHCCGllmmbns2gxgUntWPF/JZkQP2F9wZx51935m7C+WYZBlwD1q1eCI2KPfr/J+TM4vj6+ceBldBQnecnMpabG8yUNVkHCpkgK5G5ILVJZ64tlonJXymyeQutMRiPCxAEoeQB9IQjg+6Miw+g+Eao1Shfpnzq772+EMbcAQgSym2JEjKtmhtNOV9XqQ2G6/F1IYQQQkphe5+r7CVcEix6Nbyh0tZdz8Wg4fCZM7vwPy/vz3qMJxRDv0vajrp8j8UViuPl9/rxqbPmgmGYrMkLKo6FwaCB1yd/95/FpMOA05MziaDQhqKpvP4Q1OqJOWKuxJBcuwIDQWnvu0AwgtZmK9QqTta6wWLWo91hgy8QRt+RMcnlYXOtw4x6jaRzdEqcs1Y72UH0wcHBvLXO9Xo9br755oIHRQgh5ZBtm547GMPG1/uw8fU+sAygVbMIRZXfVlaPPre8G+ef0Jr898oeB9avWZy1bvm5C1qwY0+/pD/gA04PRsb80yprsh5LLxQySc2XbSvleRJFEYcHXDnvp3/IDVEUp0y0U3EsCzBIyyBWIpu3mMybAacb0Vj56gvygpCxvI6U17Z/yA2rWV9z7+N8mfKJ35uNOphNOuw/lL/+VuJrj2WZKUF3lmHQYDfCYtLDoNPkXfzlUs+vCyGEEKK0MX9lAugAsOb0mRnLn5SLmmPxpbPn4PE3DuXcTfyXrUfQbNFiJMfFBgaAlBDtuD8KfzACk0ELfzACURQxs90+JYllIllBfhDd6596m8lJBP5gpOgeOG5vCG5vKOccLd+uQKmtjERIKzuYSp2yRrKY9JjR3iDptvnWYYFQVNL910MpF6CAILrZbMbg4CBaWlrSfj42NoaWlhbwfHVvPSGE1L9M5VmAiawCpzeEdw+6sP2QCwdH819BF0RQAF0Cm16NGy7qwfkLW6f8Ll/d8qYGM5yj0rbOTaesyXotvVDIJNVm1QOY2OI4OVCe63lKzR72+vNvj4zlaeQDIOM5in1fFpv9EovzkiewSonH+SkXL0RRLHt9+2pkNupkZQaxDIPuGY3whyKIRGLwB6PgeQGj436MjvuPNquyQaViC7qgJuUzNx1eF0IIIUSKRlP5S04kEoxWzG/BX946UrFMeE8ohh/+ZUfOADoADPsiuHrlnJwBf6kBYYteBY8vhIOHx9A75Ev2yOppNWNGuz05NzEZtOBYVtGa6YcHla8vnm1dIGVXoNmgxTB8ee/DfDSonS1zP5PJuxcTtz086MpZXjDfrsdYrHSlOTMlSgGl2REslewguihm/ihEIhFoNNLS+AkhpFQylWdhmWMZf0R5V6+cgytWzMnZzDNX3fLWZgtGXX5ZtYHrPWuynksvFDKBGncF4faEpgTKbVZ9xlIXiedJ6Yl2PoW+L5XIfmEV+iwwDJBlqpcmHI2jd+9g2rilNvQtVyOkSpGbGRTnBTAsA4NOg+HRqQuniYs7Y+jubMxZiz7r+cvcd4AQQgipZYu77GixaMsWyL7mI8djzRndyXnU2lULKtbUFACefXdQ0nEzGo0ZdxxLzUAHALtehblNBrzw7gA2bhtKa1Zq06uwZmkrPnn6LNgsBgwMuxWf1/O8gKERL0xG5S+cpK4LpO4KXHBca96eORzHwpSS9JAoK+gLhDHq8sPnj6TFbXMlYSVuOzTixei4L213uJTkrUQykxThSAy+QFhS0FsURQyNejE6lj4mjmMBMT2pqdxJZpKD6Pfffz+AiYXBr3/9a5hMpuTveJ7Hli1bMH/+fOVHSAiZdvI1+uQFEdsOjGPbwXEIogijVoUPhnzYPejFobGp2eUUQC8Nm47DNz88Fx8/uauo8zAMgxltdlmlLOo5a1LqJMti0iEQitZcqZdCtvLxgoDJc8lYnM9bA7ycAXSg8PelEsHLBqsBbm9I8vGTg+UqjkVnmx2iCPT15/4sciybsfGSEnUV60Uyu2dgXNLzEovFMTice0dOoRdppD7f0+F1IYQQQvLhWKasgex3Drkxr92VXPNmK4dZbewGDU6Z05i24/iND0bxt+0Dks9x2dJWvDPgw4OvHpnyO3cojgdfPQKGYXBeTwvGPdLnuQCSwet8Rsd9cDSZZdcXzyd1XSB1V2AgFM27Lp7RZp8yF/T4QlOy0TmWQVOjGa1NlpxzR4Zh0NZiRWuzRVaGt9xSlM5RH5yjvrxBb7c3iEMD4xn7C2W6uFDuJDPJQfR7770XwMTi/le/+hU47thEW6PRoLu7G7/61a+UHyEhZFrJlEneYtFi7aoFWNnjwAvvDeL2J99DJE6R8UowaVh8ekkrbAY15jYZMHdWS/4bSSBnK1pCsYHHaq03LnWStXPvoOJ1ueU+J4U8hxNbMRnJAddaI+V9Ofl5U3ESuuvmYTLq8jahTDWjzQ61WpXxtQuGI7nPU8THJF9dxXpisxjAsQz2SaiPHueFkpVcMRm0eReG0+l1IYQQQvJJBLLvfGonPCVu9PmP3cP4x+7htDVvohzmY6/34afP7Snp/Rfs6HwwseOYF0T8+G+7JN3UqOHw+VPasKjdjP/v6b05j9341iBOajOBlbjjMaGlUVrJUF4QEQhF8+4itJh1CAQistYwiXWBnF2Bctej2YLZvCDCOeKFXquWtD7M1/8nVTGlKHMFvYvpEVWuneqSg+gHDhwAAKxcuRJ/+tOfYLfbSzYoQsj0lK3R57A3gnUbt2NBuwW7BqTVzibZWfVq3Lh6IQBMuWChVbGIxLNn737ulHYs6bQAUD7okthONjLuw4DTk/f4YrImq7neuNcnLcti8pX41AlJai1wqcFtuc9Joc8hw0xkRWTKZK4HsTgPlyeQ9XnP9LypODZjc0k5AqEoOhx2RGM8PBIy0tVqVdaJcofDDoNOgyOD7inbJRtsRsk9DDKeO09dxXpjklAfXa3ioOKkfZ8VcvFQSnmZ6fa6EEIIIfkkAtkbtuzDxtf78tYJL1Zizbt+zWKs7HGAYxk0mqv3ArcrkN6PZ3ufC16JFxy+cmYHTuqw4ogvllbCJeP9hOLYOxrEvBbpJe0sJh2Gx6TPV33+ENpabOjubMya1BUIRiWXqUlIrFcl7wrkWBwacOU8ppAyMcUElzMlTSlRinLyuERRxOE8jz2Xcu1Ul10TffPmzaUYByFkmuMFEfc805vzmOkeQGcBdDXpIYgMhjzhtGC3Xa/CpUscMGlVeLffh1f2uRDh0//M69UcPn9Wd1r98kwNP7fsHp4SXLfrVbhsaWsygA6UJujCMAyaG8wYGfOXLGuymuuNi6KIMXegqHMcHnChn5UX3Jb7nOQ7vrkhAotZnzV439pkweiYv+zlVsoh9QLQ5Oc92/MWl9EPIJtEcLW7oxE7/P05s2SkfH7sViNsFsOUSbPbm78hM4Apuw2q5SJVuUkNYHMSdyMUevEw226f6fq6EEIIIVJwLIOrzj0OV6yYg19v/gAPb9lf8vu8b9NurJjfMhFEr0CTU6kmj23ML630jFnHYdXJ3bCadPhg62FJt5F7AcPrD8s6fnjMD5cnhI5WG9odtoylDeX07wLS59tSdwWKgKydiUMj3pI2j8+WNGWz6GWfK9+4fIFw0WvDcvT3kRREv/766/GDH/wARqMR119/fc5j77nnHkUGRgiZXjZs2YcRXzT/gXWKY4AV85qweulMvHvEDWCiqQ3LMHAFo1Nqw7t9ITz3Vl+ye/ncJkNyi9u8FiMuWeTAnpEARsKAVqPC0lkNWNrdMKXxX6aGn4msi+19Lhwa9kKIRjHLrkuev9RBl1JmTZbjan0x/MFIUdnIQPb64dkuEMh9TqQcPzLux8i4P+t7hWEYzGiXVwe/Fk3eHVDotkcpEsHViee2QZHPT6ZtnVKDuN2djQDDVF25pEqQEsAWRVGRkiu5SiwldvtUYxkrQgghpJpxLIOTZzeWJYju9Ibx2Ot9uOz0rrI3OZXKYdFhcVd6dQqpAf/TjmuCzTwRhO1slJZdbtHLzv+VLTFvn7xeLlTqfFvq+lZqoN7jDcIfiEjeHVpIcDlX0tTIuLTykfmkjssfkHfhI5Ny9PeR9E58++23EYvFkv+fDU3CCSGF2NzrxEOb91V6GCXR1WTAhxa0YGDUi7+/P45Iyt8vo5rB6bPsOKnDnKwvbjbqcMa85rznFQUh55Y2lmWwwGHCRzsaYLdK3/qWkAiuL5vVUNba4Yn7EkURjmYLxl2B9AYpHIOmBjOs5sKufkutN16upqWTn9tYrLTbRDNdIJD7nMjZvpcreC+lDr6KYyFCfuZHMViWAcswWbPDOZYFGHlj6h9yg2MZ2dseWYZBe6sVg05vzsyMycHVUmYdS66vbdTRvDBFvgB2MRcPE98jHl8ILndwSgme1NdcTr1LQgghhBxTzoD2T5/bgz/86yDWrlpQ1ianUl23av6UYLPU5+fFHU6cv9CJlT0OLO5uQJNJg1F/9mQ6+9GEsXIptm9Ttvm2lPm5T2IgedQlb+ey3OByMTXP5UiMy+0NFh2YL1d/H0aU0q62jni9XlitVng8Hlgslvw3IIQoJhoX8Lst+/DoG32IxgW0WbU4/8R2/N8/96cFl+uBw6LDdavmY2WPA6IoonfvICLRiXpumbLH1SoOPXPbJAedfIEw9vWN5D1uTldzzQRMstWKNho18PsjipSGcHkC6Osfz3tcV4EXH+TI9Hg5ji15wHjye0LucyL1+FS53t9pFxJSguaJIKPHF5KdsV7M89jd2Zge7MwwJgDJ38fivKQa/i1NZgyP+mSPZ05XM3heyPkcdHc2ZvwslOoCWL6mP9nGQ/JTojdBJvSaEEIIIcXL1sOrlNavWQxgai8rg4ZDMFreRXTqGjcTqc+Pw6LDo986C09uPYx/7xvFvz7IPq/86vLOtJKi1arJboTVYsg73841P0/EDYqtN55KbpwBkB5rKAbHslh4fBu8/rAiu5PLNdelIDohpKSicQFPvNGHP209jCPj0hom1qI7Pr0INqMmrbZ46tV5pYNOUv7AFvIHs1IK7cQt93krxcWHQgKVxXQeL9bkCwRyn5NCJ1XFXNCRGihM6OpoBMPkznKfjGNZzGi3l+zCjKPJDGcBQfTE61VtzXCrbTz1ROp3ipzvkVr6e0AIIYRUs829zikB7VJyWHT409oVAJDsZWU3aHDbk+9hpIRjYBkgNSnbZlDjhgt7cP4JrVlvwwsiPrz+RQSj+ZNZGAbIFY3M1JOrmklZ60iZ4ym9TiwkuDzu9udtcKoEpXYdO5osaGuxKjOoPCSVc/nUpz4l+YR/+tOfCh4MIaS28IKY9oc8Gufx+9cO4tBYACzDQISIYW991Tm36FTwho+V3Ggxa7H2YwuyXo0HJv5YchyLpgZT3q32UpWybni5FbNdTGr98sSEJRaL581SzrYVLNOkx+MLyQ4klmt7XDaTt/NJLs8hozFOJsU0ekkthRGLxdHv9OR8DQecbvTMbZN1G5ZlCioTJHV7pNGghVoVlP28Jc5fbfWsq2089URKyRW53yPlLFNFCCGE1LOVPQ4sP74Zj7/Rh1+/vA+hEmeDO71hbO9zYXGXHYIg4sCwH6+5QyULoB/fasb7Qz5MrmriDsZw0+PvgGWZKWvfRFzgiX/3SQqgA9kD6Ce0m/DheY1pu7arHceyU9aPk9eO8biAAWf+daPNYkBXhyh7528mjmZL3jhDpnH2S9hlq4Rs5TPl0mlLXzM/QdI9Wa3liegTQqpfKMrjged24419Yxj2hhHja3szi1nLwSehlkxi61qi4Wa2jPPJMmVrsiwDo14Ds0mHJrsJLMsWNPZS1j0uJzk1tieTEhiSm8Wc6eKDnNIrueqAA8U93nxYlsnZmDTTBQK5F2SkHJ9JsY1eEoFFXyCcN1sh9X1RyG3kkHoRwmzUyX7eJr9ecupZl6OXAdXXrpxCvkeKuZBFCCGEkAnlzkQHgC27h7Fu49vwhkrbPwkA3h/KvXPyzqd2YsX8luQaWOnnY+eAH187s7NmAugAgElDlbr+zLZuVKJBJsNM7CYYdwegVnMw6jUIhKJ5E8JqUTkaiibvS8pBDz/8cKnHQQgpkdRs8UxB39Tfm7UqvLx7CNsOuBAXRCzosKCnw4omkw7NFh1+/9oBvPr+aAUfjTQMA6yY14wFnRa8+cE4hr0RtFq1+OyZs7BsdiPeO+xOez627B6e8oe/xaLFJ5Z1YkajccrztmxWg6RxZNuKJQgifIEIfIEIRsb8RQW86yEbtNjATq7byy13kOm1yHaOfEHZbFnyhT5eu8UAlzeY9feJEiaF7E6Qe0FGSlPQVIU2eskUCJb6/KUeV8htpJJzEULu81bobhIqtVL/CnmvlnOBQQghhNSjStREB4CNr/eV/T6z8YRi2LBlH64697iSPB8igMfedmJuswGtdgM6TKqqD6jzvJBMximkHEv/kBsWky4Z5A5HYkWPSRSBwWFv1t+XoxdXOZSroWhC+XLeCSFlkRoUPzwWwJNbD2PEd6ykSotFi7WrJsqPvLRjCHf/rRfuYOYv6UF3GH/fOVyuoRdNq2Jx55rFOPW4pmTA+4qzpx43OQi+sseBs+c14197nBgcD8Bm1ODUOU2SyoRkI3Wrfb6sZSlqPRu02MBOtttLeQ04lkVHqw1qdeaLD8WUXsmW2Vzo47WYdbBa9HmDo4XuTpB7QSb1eI8vhNEcHdULCQZnCwQ32KQ1fE19nqU+54W+NnIuQkx+nsOROMZc/rTtjMUEvLNN3JX4riHVQ+57tdwLDEIIIaTe8IKIezftKvv9MpgILFeTja8fwhfOml2y52PLPhe27JuoyS23NjrHshBFEUKZ2z/6A2EY9ZqC1o6xOI+dewfLGtSuhwA6UP4StpKC6EuXLsVLL70Eu92OJUuW5Bzgtm3bFBscIUQeKVuphr0RrNu4HWcf34x/vl/ajsvldsunTsQZxzfLvp3bG8ThARfMEGBumAgyHDwyBo5jMaNNfqNBQP5We6m1vetRoTW2gdyBISmvAS8IUKu5rBchii294g+EpwSiC328qqMlQfIFuovZnVBouRCrWQ+jXiupzp8UuQLBzlGv7Lr2cuu+F0LO8z75eW5ttiiym0TKRZ/p/F1TC6SW4ZH7PVIrPTIIIYSQarW9z1XWEi4J1RZABwBvKIafPru7LM+HKxTHg68ewVeXd0oKpCf6j7U0mZMXIDiWyZmVrQTnqA+jrkDBwel6CWqXC8cxmNHWUPbkIElB9E984hPQaicWlhdffHEpx0MIKZDcrVT1FkC/6IQmnNxtk327XNuteF4oOHPT4wvJOn46N30rtMY2MBEYAgBfIDwl6CS13IE/w20Tii014xz1YdwdTAskF/J4Oe5Ysxopge5S707IliXe7rAebUhTeDBYUvZ/ntXE5IBhuRrxFvq8K/V6SbnoM52/a0pBydrzcsrwSP0eoTI+hBBCiDLG/OUPoFezP755uKz399i2ISxqN0su7eJyB9Eztw0Mw0AURYyOB0pe+5sC4eXT1dEIi0lf9vuVFES/+eabM/4/IaQ6VGprWbWw61VYtaBZdsBTFEUcGXTlPU5u5qYoinC5s9euzmY6N33LVQ7DZtXD7QllCNjaEIrEcHhgHHxKM81E0EhquQPn6LHmOZMDTkrUEM5URkNubezOVnvVZJHmyhLv6x9Hd2cj7FZpJVcykbqDwNFswbgrIDnzvV4a8eZSytrvZCola88XUoYn23ua41g0WA2wmPU11yODEFKfEhccYzEecZ6HimOhVqvoO4rUlEYTlUWrJFcojr2jQcxrkbbOSE0cKSZpi1QfFcdWLCGo4JroW7duxa5du8AwDBYsWIBly5YpOS5CiAyV2lpWLS5b2gqWZWQHPP3BSFod4mzkZm76g5HkNjI5pnvTt1zlMNpbbGk/j8d5HBl0ZXyeE0Gnro5G2WVTjt1WhErFIRbjwbFsQa/nZJMvxiQe79CIF87R7NsLmxtNsFurI8BbjnIhUgO8Oo0KPXPbZGUB10Mj3lxKXfudHKNk7fliPlf1/p4mhNQmURThC4QRCEYQisQQCEYzZmjW04VsUv8Wd9nRYtFO63V3pXlDcXnH+0LJNXy25AOWZSAI1Vg0h2TT2Va5BDNW7g2OHDmCs88+G6eeeiquvfZaXHPNNTjllFNw1lln4fBh+ds5fvGLX2DWrFnQ6XRYtmwZ/vnPf+Y8PhKJ4KabbkJXVxe0Wi3mzJmD//3f/5V9v4TUk+m6tcyuVyVro3EsA4giRBkNRORkY5bq2ARq+jYhUdbCbjUmswYm/5znBfT1j+cNbB8ZcqHdYS1oHH3949jXN4JDA/nvh2Ol/SlNXIxJxTAM2lqs6O6cCPhPPm9XRwM6HHZ5gy8hOeVC8kkssF2eAHyBcPKzKycQnO39kksht6lmqc8jRBEqLvf7Ucp3TabXJtvrNR1JDXpLfY6K/VzV23uaEFLb3N4gduwZwP5Do3CO+uD1hbOWOEhceHR75e/gJKTcOJbB2lULKj2MumFUs7hkUQvOPc6OFXOkrXcsenl5wOOeYNp8zGYxoGduG+Z0NaOrowGzZzbJmjexDAOLWbkMaKnryGrS1dGYfP4czdKavSqFY1l0dzZW9MKr7Ez0K6+8ErFYDLt27cK8efMAAHv27MGVV16Jq666Cs8//7zkc23cuBHXXXcdfvGLX2D58uV48MEHsWrVKvT29mLmzJkZb3PZZZfB6XTif/7nf3DcccdheHgY8bi8q1GE1JvpuLXsohOasGpBc7ImGi+I2HdoNFnmg+MYBIIRiACMOg1CkRiC4ShYhkGD1QCzSS8rG7NUxyZQ0zdpJNXLPornBai4iT+0UsumyNXcaEJ7iw2DIx4Mp5SFySbbBZZaySZVqlxIrjIYVrO+5E1A60Wm55HLE0TP912T8ZwsCzDpdR6nc/ag0rXnqQwPIaRe5Oo1lAs1vSa1YmWPA+vXLMa9m3ZRRnqRPntKG5bNmEh4EgQR7w744M6RaW7XqzC3Sd68k+eFKfOx1F5EvkD2i3yZCKKIQCAqawyTcSwLo1ELvVaFaCwOl0deL7Ws5+XYgmqyT951rVZxsFn0GPcEJc399Vp1ydbak3W22Su+9mBEmalEer0er732GpYsWZL2823btmH58uUIhaS/AU477TQsXboUv/zlL5M/W7BgAS6++GKsX79+yvHPPvssLr/8cuzfvx8NDQ1yhp3k9XphtVrh8XhgsZT3qgkhSuMFEdsOjmPr/jE8/sYhBKP1scDWqlh87axOBKM8Hn/bmfbH1K5X4bKlrZI6c+fCshPdnPuHXHlLunAsi4XHt4GVeKVYFEX07h2U9IeEY1l0ttmKqiE9nfgCYezrk94Ut6XJjPYWW1rzv1AkJingLVV3ZyM4jpU0LptFD61GBaNBq3jGqJINDrOR+vzP6WrOGjzMt8Du7mwEgLzHVHoCVWn5nsdME+J8Qe9Cgh/T8bVweQLo6x/Pe1xXR4Ok73YlPleEEFJpoihi5/sDkkolZtLusKK5wUyBdFITeEHE9j4XxvwRNJq0cAej+NFfe+EJxSo9NMXpVCxuXL0Qb+4fw9+2Dyhyzg/Pb8QlixxpP3v7iBcPvnok620SO9DlyjUfkzqnq0bNDSZYzPq0tZ/HF5Ic0E5NYMq0hpSzthRFESPjPgw4PUo/zCkqvfaQnYk+c+ZMxGJTvxji8Tg6OjoknycajeKtt97CjTfemPbzj3zkI3jttdcy3uapp57CySefjB/96Ef43e9+B6PRiNWrV+MHP/gB9PrMXVkjkQgikWNXCL3e7HVnCaklL+0Ywg//sgOBGgqca1UMIvH81+2uOK0dCxwmAMCSDgv2jgbhDcVhOXr1WWpH7lwEQURf/xj0OnXeyT4vCNj5/gCaGs1obbLkndzLaVzCCwIGnB4wDDPtAlGFkJuJmXilUjMOVIGwokH0/iE3FhzXKqn+utubuNDsA8eymNEu/Wp6romMlAaHhQbZ027HsVBxbM7PTGqW+OT7NOjUOJynmW//kBs9c9sy7iCYztnPqaTsyGBZBl2dTRM7MiS83nJ2eaSq1+zBXJ8XpWvPmwxa2n1BCKl5UnsNZTPg9GBkzE9/50lN4FgGy2YdS+yMxgX86K87KziizGwGNdzB4gL7HMdgZ79HkQC6Xs3i8ye3YdnMqSU3l3Ra8NXlndi4bUjRJLpcpQ5rtU+QxaTL2EA+dXdzLBZHnBeg4jio1RyMeg0CoWjGuW2mJI3U9XM+DMOgucGMkTF/yTPSK732kB1E/9GPfoRvfetb+PnPf45ly5aBYRhs3boV1157LX784x9LPs/o6Ch4nofDkX71yeFwYGhoKONt9u/fj1deeQU6nQ5//vOfMTo6iv/8z//E+Ph41rro69evx6233ir9ARJSA+5/djd+/6++Sg8jSc1OXE3++MIWvDPgy/qHb1G7ORkQd/qj+OcH4/CEj33J2nQc1ixrS/sDybKM5A7chQiFpU0qeEGEc8SL4REvTEYtzEYttFo1eF5I++OU+GOUrXFJJoU0oqt2pcqKljvRMWYIOkkJWMkRi/MIhKKyO77zgiD5dc8VJAcyZ22nvq+Aqe/FXAHpxOvn8YXgcgfTMprzXcRKlAtxe4M4Mph/p0emcfuDkZopcVMJUsuJMAwjeZeLlHNmux85jZdrQb6LUkoHvaVceKWSX4SQaudRoK55aoN32qVJasXmXifu+utOeGQ2vSyHjy5qx6NFxg0CER6Pv3Go6LEY1Szu+sTxOYPaSzotaTEDJZLocqXwFbsuLLSESqGYiTZw8PrD8PrDGddzuYLfpZqvJ9aONoseI+P+ktxHQqXXHpKC6HZ7eufTQCCA0047DSrVxM3j8ThUKhWuvPJKXHzxxbIGMHlBIIpi1kWCIAhgGAaPPPIIrNaJK1f33HMPLr30Uvz85z/PmI2+bt06XH/99cl/e71ezJgxQ9YYCakm9z9XXQH0ybXJ8/3hSw2If2xBU0myzEtJBOALROALZK6Bp+JYNNpN0GlVUKk4zJ/jwJg7gEgkdrSxSfZzZ7uqWo4yHUqSkhVdKDkTHY5ls15Vlxvwzice52G3GiVfOEl1ZNCV82p6thIbiYVmvoY0hwddGSd32S7eZHr9UmXrXp/6GhdaEzUhseNATgbEdFKKGtrF1Nuup1rd+T5vic+L0kHvbBdeafcFIaQWiKKIcY9yzUH7+scRCEZhtUzNtCSkmmzudWLdxu2Sjz/9uCYEIzG8e7j0ZS8A4Ox5LVg0014VNdzPm9eQM4CeoHQSXa55arHrwg6HFWq1CvE4j3AkBqeCu50zmRxLqIZkvHxrx1Ko5NpDUhD9vvvuU/yOm5qawHHclKzz4eHhKdnpCW1tbejo6EgG0IGJGuqiKOLIkSOYO3fulNtotVpotbT9ldQ+XhDxy5f24PevlTeA3mxS4xMntuDRbUPwR459WeXaViX1D1+ps8wrIc4LcI4WVjYq01XVQgLSqUF3jmURikQRi/HQaFRospsk13YvhNQAVKHkTHRmtNuzLrrk7BSQIpEhn5o97Q+EJU2k4ikNbyZfMDHqNXlLbKRmiWf8fZ7siNSLN4UGvx3NlmSpI1EUcXggd8mWfGp1a2W5KF1ORO6xSt62mkgpaZP4vJQi6E27LwghtcofjGS9yF6oUZcfoy4/XUwkVYsXRNy7aZes27zbN45grDyZy2adCoIoIsYL+N4nTwRE4J97hvGYAlnlhWgxVSYu1+/0gGXZrHMsm8WA5oZIQRnUarUqrUlpqYPo2VSqxEmxiVOFquTaQ1IQ/Utf+pLid6zRaLBs2TK88MIL+OQnP5n8+QsvvIBPfOITGW+zfPlyPP744/D7/TCZJuolv//++2BZFp2dnYqPkZBKSzQO/dObh/By73DOrUilcs5xDTh5phVLO0tTm5ykGx7zJv8QSw1IpwZew9E4xl2BrIHhAacHzY0mdDjsio9dTgCqmD/w+QLgKo6V1Lk7U8AqHhfQ1y9vIjC5bEMie1puFnCmCybl2CKYuHhjMmgLqokNAOOuAFqbJi6o+QLhvIH9XKj2c36lqKFd6HbWcr9epdyZI7VMTuKiVymC3rT7ghBSi0qZFVgNmZaEZLK9zyU7u7tcAXRgok77t36zNfnvZosWkVjlMngtetnVpBXB8xMlNBOlUBJSL9BZzPLLkLAsA5NBm5ybxmJxsCyj+AVFKSpR4qTQfkrFqvRasah3cSgUmtJk1GKRXuz/+uuvxxe+8AWcfPLJOOOMM/Df//3fOHToEL72ta8BmCjF0t/fj9/+9rcAgM9+9rP4wQ9+gC9/+cu49dZbMTo6ihtuuAFXXnll1saihNSq594dxO1PvocYX4nQ+QQGwLnHTQRb6zFrvBr5/BG4PAHYLAZJAWlRFDHg9MgKfI2MTUwQpATS5QSs5AagipHeNIVHnJ9oeqlWq2QFsTIFrBhGXoZ6trINcq6Qh6NxOEem7mAoV429WIzHyLiv4Kz81Nc1ECxuqyjVfs6vFDW0C93OWs7Xq5SlooDCyuRQ0JsQMl0dCxzxGPcESn5/hwddMBu1CIZjtFuHVBwviHj8jYOVHkZOkXj6OmKkguVc7EeT8PLhOAZ8ieIf2UqhOJpicDSZZScvCYKIg0fG4A+EwVcgcD5ZuUucFNpPqViVXivKDqIHAgF897vfxWOPPYaxsakLLZ6X/iSuWbMGY2NjuO222zA4OIgTTjgBzzzzDLq6ugAAg4ODOHTo2FYTk8mEF154Ad/61rdw8skno7GxEZdddhluv/12uQ+DkKr2pV+9hj2DldkKlOpD8xsl1S0jyjo84IKKYyUFpPv6xwu6j5ExP9qarWBZNmugPFNjyFxZ3qWo05xLqYJXU7JLORa+YARj4/60CVK+4J3UzF6OZTDuKv3iM5f+IXdR2ePAsde10Ckkx7GYkeW9VYm+ANXei6BU5UQynZNjWYBJv6hT7u31pS4VJYqi5IVAvZSvIYSQQlWiBi7PC3hvz0Daz6jUC6mEzb1O3PNML0Z80UoPpWZ85uR2SbvYSxVAz8U56sW4O4AGq0F2NrrHFyrRqOQr9/y03EH7avm+Z0QxV5u7qb7xjW9g8+bNuO222/DFL34RP//5z9Hf348HH3wQd955Jz73uc+VaqyK8Hq9sFqt8Hg8srLmCSkVXhCxvc+FEW8Yo/4wfvXiXsTLt8srIwYTAfRLFmXuT1BJBp0aIhiEwpknLSzLACIg5PlqS2y/8vrDpRhm0VqazBgucU01u3UiWJwpCGez6pMZ65l0dzZO+QPmC4Sxr28k7/3O6WquyczNQoKqUurEOZosBdfRB8rfFT6bxOvq84ew79CorNtyLIuFx7dlrNdf6uzjTCpxn4UqRbA/0zkBVOyigiiK6N07mLd8Tc/cNsljSiuDFYljzOVPu2Co1P0QQki9qVQN3FwcTRa0Nlvou5mUnNxGotOdUcvhoqWdOPv4ZsxpNkAUhIzlR9UqDoIgFp3UUyyDToNgljhDNavE/FTq2r8YjiYzdFp1VSU0yQ6iz5w5E7/97W9x7rnnwmKxYNu2bTjuuOPwu9/9Dn/4wx/wzDPPlGqsiqAgOqkW0biAu/66E3/f6USogrXJJjuj24LPndwuOQNdq+Fg0GnAqVjEYzwEceKqZDQahwhAp1WjudEEQRAwNOJBNHbsK0fFMjAY1BBEQBREsAwQCMcgCIBazcJi1CIUiQMiYDHr0NJoSQbZBEHAqMuPSCQOMBN/8DQaVTLY4wuEEQhGIAIw6jQIRWIIhqNgGQYNVgPMpom63P1OV8Zg8eSaaeXmaDJXrDGJFBzL4oR57Wl/yEoR6KoHbm8QhwddUwLdHMtiRrsdoigWvKMAmGjqGQpH4fVV7oJQ6usqiiJ2vD8gK7Cf6aIMkH+hnu12xajEfZLclL5AV0wGJb3+hJDpTBRF7Hx/QNJFx3LjWAZNDWYKppOS4QURn7z3H7LroKey6FXwhuIKjqo0rHo1PKFY/gNlsOhVWHN6F65YMQcsk56cIYoi9stMwiHHVGJ+Wo6/B9WYfCe7nMv4+DhmzZoFYKL++fj4xML/rLPOwte//nVlR0dIHQlFeTzw3G7sPOJBvysIf6R6AufARED7/7toARY6dPD4woAIMCwDRhTBcCy0ahWaG82wmApvCtlgMys2XpZl0dKY/UKYxaSHxXSsV4I1y3EdDjvamq0YdfkRjcah0ajQZDeBYRgMjXgxOu6rSI0zo0ELtSpYkTpjUvCCAF8gDLNRl5bNmS9wWukaZpWQLA8TCMMXjIDBxOtrNurAMAx8AWnBb45l07IzWJYBAyZjLXVJ51Mwgz31dWUYBjPa7JKy1BIXErKVcClHo9pK3yfJT8lSUYVmUKbuRKDyQoSQ6WpoxFOVAXRgIsDpHPVi1OXPWh6OkGIU0kg01ZrTu7C4y65YJnspA/KXnDoDT7xxCN6wcuf3huJ4aPM+/N+rB3FejwOnzG5Es0WHxV12eH1BSefgWKYq6o9Xi0rulPX4QgWX8ZSCO1o5oNrIDqLPnj0bBw8eRFdXF3p6evDYY4/h1FNPxV//+lfYbLYSDJGQ2sULIv79wShu/uM78IarLxiqYoBZLUZ87bzjcfrxzeAk1CmrR9kC8m0tVrQ2W+APRjAy5itb6RcVx8Js1BXU5K+choY9OBx3SQr0syyDGW0NFQtAVRrDMDCb9DCbpjbBllI7Xa3i0NZiQf+QJxlIn+j8Ln3qMrPdDrValXzeY7E4Dg24ZD+WyePKNHHLVlt7slxbNsvZqLaS90nyk1rjMd9xUi6SZNLusKK5wZzsFUHlhQgh01G23ZvVhucFRXplEDLZmL+4xpxnHd8MlmWw5vQuPPfuANzBY5neRg2HQFR6vODTp85AMMrjb9sH8h9cgP/9x/6SnBeYSC782/aB5NhbLFp87bw5aJcQLzUZdVVVh7xSmhtMsJj1U9bR5Vpnl6OsV9PRuXe1kR1E//KXv4x33nkH55xzDtatW4cLL7wQDzzwAOLxOO65555SjJGQmvTSziHc/MS7iFfBlVK7UY1zFrTgnOMd8EXjaDRpsbjLPm2D5nIkmleajbpkCZloNA6NmoNWqwbPC4jzAlQch0hsan23QnS22cEwTM7Gge0OGwac5W3oNFkwLH2LnyCIODw4jnFPAMFgNC14ygBoajCh3XEsm3k6BdoZhsl7wcRm1Rcd8B4c9qKj1Qa71QgAkjPgJ+M4Fh0OK9RqVc7XxWYxwGLSYefewZwZ76mZ3amveygi7f2lZFObcjfHJdJIvdCUL1tFykWSbOdOBNBzNTd1NMWg06oU/c4qdUNVQgiRwuUJ1EQAPdXhQRcsJl3GfiuEFKLRVHhWrFWvxm1PvoeRlEx2g4bDacc14VMnz8DSWQ3YsnsY65/aISm7/Il/Hy5pFnA5DXsjuO3JXqw+oRkfXdCUswEpBdAnuL2htLXzxM/Kk3RRaFKKHBzHorW5Ostvy66JPllfXx/eeustzJkzB4sWLVJqXCVDNdFJqfGCiP967G1s3lXaJgv56DUczutx4LsXLYRGRZPHcpkc/DXqNQiEoojHebAsg0gkBl8gAn8gMmXik620RbaAcjU2dioGwwBdHY0AMl84SEwA0i5mHC2/Uw8LpGwTH6UvmCRq5kmpYZ+N1Pp0cmpZ87xQUJ1qJWvl1Xtz3FqmRK16lydQUP+BOV3NMBm0sj4v2RYtci4QSu0zseC41uTfmXq/6EgIKT9RFLFjz0BJGv5ZzDo0203wByMl6QXEMgyaG82KX+Ak0xMviLjw7s1pGeRKsOhVWLf6BKzscSAaF7D6Jy8rfh+1Qssx+OKp7Vg2M1sxVpLgaLKgrWXieSpnT6dyNBSt5h5ERQfRaw0F0Ump8IKI//3HB/jfl/dX5Krwcc0GXLh0BuxGTbK2GGWaVy9RFLPWyJYjU+BVxbFotJug1XDod3oUq3tdDSwmXcayOlaLHt0djTW/MMoUYPMHI4pOVFKbgBZ6IaaroyGZ0Z6L1KBlU4MJo+PyM9yUblRLzXGrW7EZNoVM+hOvd6Gfw66OhqPlk3h4/SF4/eGjpZiOnb/BboROMzXAI3W8k/sbUKkXQohSRFHEyLgPA06PoudlAMxMmUvwPI/39pSmLEUq+n4kxXppxxBuevwdyce3mLWIxAVJTTrXr1mMlT0ObO51KlY3vVZ9eH4jLlnkqPQwql53ZyOsZn1Z1y/jbn/RO6SzqYXvaNnlXADgpZdewr333otdu3aBYRjMnz8f1113HT70oQ8pPT5CasJLO4dwyx/fRYwvb/icY4DjWwy449OL0F6l211IZrlqZMuRbFqZJbORZdm6ylbPVpfe4w3hPV8/mhtNACYqhZsNWphSLkwkAtSxWDxZgketrq6spET5oFRKlw5JrekttXb5ZErVqE5wuaU1E5pM6Ua1UkrrTMfmuNUi3/ddPlLKwkyWeL0L/Rzmu4gUi/NpzYE5lkVn20TZJan3OflCKZV6IYQoIdOFS6WwLJP87nZ7gzhcooDMZPT9SIp1/gmt2HnEjd//qy/ncRa9GndcNlGp4Vu/2Srp3Pdt2o0V81uwsseB9WsW455Nu9LKv0wnL+weQ3eDDstmUEZ6Lv1DbnAsU7aeTm5vEP0KX1TlWBYdrbaqW5dnIzuI/rOf/Qxr167FpZdeimuvvRYA8Prrr+NjH/sY7rnnHnzzm99UfJCEVLP7nt2NR/P8EVVaV4MWn1rUirlNBrAsA7NBU9b7J9UlU+A1IVdd9Y5WG4Cpv5uc1VgrBFFM2wo8DB84jsWMNjuA7IFilgFMJj2a7UaYjj6P1VSPXWogWo7U4FxqYDIWi+fdvSCl9nSClKBlIe+3UmYp5PvM0KK7snJ930m5rdSGzZNf71J8DjPhBQF9/eMIhqJQq4u7z9R+A4QQIkepSwbygoiDR8bQ3BipSK11+n4kheAFEdv7XJjfYcX5Cx14aacz67HrVi/EKbMb8fx7g5LP7/SG8djrfWg0a9Fo0uK/Vp+Aa//vLSWGXpP+sHUQSzosOWukT3exOA9fUNqFFl8gXNS6tlR/F3hBgFrN1UypTNnlXDo6OrBu3bopwfKf//znuOOOOzAwUPptWMWgci5ESWt/92/864PyZE6kuur0DpzSNXFVlkoLECly1eHN9DuPL4TDA66S1L+sZiwzkRmV+rgT5XGy1dOUWuO40GapxdQuzyZXTW+la+rlO19zgwkjEkq5OJrM0GnVZbuwMZ2a20432crCZCurApTmc1gOVL+fECKXKIrY8f5ATSZUyEHfj0QqXhCxYcs+bHz9ELwpZVksOhXigoBg9NhnxWHR4bpV87GyZ6IUyVsHxvGNDW8WdL8WvTrt/qajSxc7cN7cBsmBdJZl0srmTQd6nRqhsLT3SaFJQaWeB0stFVoNZGeie71efPSjH53y84985CP47ne/q8igCKl20biAj9+9Gd5w/s7ZpWDRH/voUmkBIkWu7M1Mv0tkJw+NejE65gM/qYavzaqvSOZQqQmiCEy6thznBThHj5VbSJ18SK3RXEwtZznZsyqOhYip5R1S5cskVzoTO9/5OI6VFEQ3GXVlXewWk/FMqlshZWHkfA6ridLloAgh9c8fCNd9AB0APL4Q/Z0neW3udWL9UzvgDU1d9ydiAVevnIMZjUY0mrRT+pIt7rLDZlAX1Ch0ugfQAeCJ7U68uGcMa5a2Ykln9iRYjmMwo60BoigW1ES+loXCMahVLGLx/N/bhZa08gcjJU0kKdeOTyXIDqKvXr0af/7zn3HDDTek/fwvf/kLLrroIsUGRkg14gUR33viHfw9x9atUrPrVZjbZEiWqSi2tABlW5JsGIZBW7MVrU2WjO8Ro16bMTBq0Gvg8YUqOPLSSkw+mhrCGB0PZP19VwdgtxqyZmLLmcRkC0RnypL3+EJF1/Qutva0nPOJopi35ItaxcGo18AXCNN3FVFEIRdJCu0hUEnhSIw+N4QQWaSWBqh1o+N+mAxaKtNGspLa4POpt/rxp7Ur0oLnqZZ027G5d1jh0U0f7lAcD756BF9d3pk1kN7V0QjL0V5jwXC0LpO9cjEZdXB5pPeYklvSqpRre45lJZcKrQaSguj3339/8v8XLFiAO+64Ay+//DLOOOMMABM10V999VV8+9vfLs0oCakCm3ud+N7j2yHhAl/BTp3dAJZh8Pq+7AGwy5e1oa3FitZmS9EL4WKyY8n0kS3YlCswWspmVNUiUwA9VV//GASBx4DTm/O4/iE3WJYBzws5g1xSA9tKZZIrnYmd7XxSMnxtVj12fTCU8fEoGewnJJ/Jn8NwNJ7WGLTaOEd9ab0i6G88ISSf6fQXlGqjk2x4QcS9m3ZJOtbpDWN7nwvLZjWk/Xxzr3NaNwdV2v+9OYhF7WYAwN7RILyhOCxHEwxTg7AdDjsMOi0OD47LLu3CsUzaDuxsUstMGvUa9A2MweMNy3tACuJYBt2djZLX37E4j5FxH5obzHm//9zeIEYl7BoGAEeTBWMuP+JydjPV2NevpJros2bNknYyhsH+/fuLHlQpUU10UgipV6ELNbl22uZeJ+7dtAvDKX9wm80afP3847BqcaciEz2l6x4TMllil4PHF4LLHcxbX51lGMzsmJh8ZgoA63VqeP2Vm5yUS2qQK/EcxmJxxHkBKo6DWsVCEEUEQ1GIAMwGLUxG3ZTvhXLsMlHyPrJd1MtXOmhyY1IKEpJyq8WLhvQ3nhCSjdcfwv5Do5UeRtlQbXSSidxa5rddehI+cmJb8t+ljh9MVxcubMKr+91wp5TXselVuOYjx+Ps45vgC0bAADAatDAZtHCO+jA85p1crTMrR5MlrYxnNrNnNiUz3xP6na6KZcC3NZthMOgQi8Xh9Yfh9krLHM+XlCSnFnqiVx8ADI16ZSWZ1NL3sOzGorWOguhELl4Qcdatz0PJD8pZ85rxmTO6MeaPZKydlrjf7X2unMcUSsqXITUsJUqaHGw16NQYc/nhD0XBMQxsVgMspmOZQNmCs5WcnJRbc6MJbk9I0qQlU3mnTM8hgJIHvYsJYE8es1GvmZKBLhUFCUk5TX7vxuMC+vqrt346/Y0nhGTj8gSr+vtLabXU0I6Uz/PvDeL7T7wr+fifX3FKMhOdF0R87Eeb4aGa5mU1udwLx7LobLOjf8iVNzM6NZgsJWicbc0jCAJGxn0YGskduK+2Bqgcy6YlvKX2rtrXNyLpHF0djbBb03uCHR4Yl5TZX0vfw7JroqdKxN9pAk7q2dUPvaZYAJ0BcPmZXbj2gvl5j+VYZsqWMKVIaQwRi/PwByM1c0WQVLdMpTxamqxokXE8MLE9r63ZisMDLrh9QclZBbVIzsUCnhfS6qtnCnBzHAuImDJBandYjwb9+LTGpLkC79nqrhfarCZh8uvuC4QLzu6lLdqknDJ9ZzFM9dZPn/w3nvqjEEKAie+CI4OuSg+jrGqpoR0pn0aT9BrNDosOi7vsyX9vOzguOYDeYtHCF4ohFKv/Zr6l9ti2ISxqN4M9mnjIC9ITGma025OZ5VIayWdb87AsC4NOk3eNWk0BdABTdownHp/FrM9yi6kGnG4wzLHnw2YxgGUZSTubaul7uKAg+m9/+1vcfffd2Lt3LwDg+OOPxw033IAvfOELig6OkEp74b1B9A4Ul/X6iaUdUKtYdNgNuOTUmdCoWIVGV7i4xAW91OMIKSeWZdHV2YiZYsOxusSROEbGfBAmzVgSGdpA9QazlNQ/5M7alZ7PkIERi/M5O9izDAMRxy6aA0gG2vONI1Odd7mBumK+g+hCIKm01PrpsRiPWDw+8TlkGJgNWhgNWjhHvRgZ91dkMZX4fFF/FEJIgi8Qzlt+r96IggiXJ0AXEEmaxV12tFi0aeVVs7lu1fy0HePbDmSfW6f66Elt+N4nT8TX/vcNvHfYU/BYyQRXKI69o0HMa5Gf0Zy6Tkr0lzoymD+DfXLSjssTxKEBaa9/LfDKaCiaCLw3NURgNethMmhhNuqgVnF5KyDUXWPRVPfccw++973v4Zvf/CaWL18OURTx6quv4mtf+xpGR0exdu3aUoyTkLLjBRG3P7mjqHOwDPCdixaCY48FjwKBymd5Sb3SV0tXBMn0Mznzs7XZAl8gjEAwkrFW+LFgVhxj7gACwWiFRl46sTiPI4Nuxc43+aIEAEmNYmJxPi3rIFHbfHJ5mnyBumK/g+hCIKm0bLtq3N7glFJFHMugqcEMnVaFAaen5Bf9VCoua3+UYneVEEJqUyA4/Rog7j+cPl+hC4gEmPibvHbVgpx1zS06FdZ94oRkXzO52mx6vLzLSQF0BXlTaqXLMXnNYbMYwLEM9uXJok5N2ukfcmFEYgPOejY67sfouD/5fZovs7+j1VZTFy9lB9EfeOAB/PKXv8QXv/jF5M8+8YlPYOHChbjlllsoiE7qxoYt+xCJF5eJ0dNuAccyVZflZTJoK35FkLaOE6UxDAOLST+lyUvq7xPBrAabCS5PcErXdhXHoqPVDpWKhT8QhnPUV5axK6kaM8hicT5jeZrJgbpMNdHzfVflQhcCSTXKFrjmBRHOUS+6OxvRM7ct+Vlw+0LwSGwQJZU6pedALlQWiZDpJRie3jWc6QIiSbWyx4H1axbj3k27MmakazWZ55lLuxvw8Jb9ec+/eKYdN/9Jet11o4ZDIEoJIrlY9PKLbWSLe0hJHAImknaODI1jdDwg+77r2bHv00Z0dzZWVTysGLLfYYODgzjzzDOn/PzMM8/E4OCgIoMipNJ4QcSvN+8r+jwLOyxVmeXFMAxsVn3OmsulvCJYbRcVyPRktxpgs2TuRA5MXGwadwfrvgRMNUiUoZmcfZvIYC+kmWytbQ0k04Moiugfcuc8JhG4Nht1yc+F0jpabQiEotQfhRCS5PYG4fOHKz2MqkAXEEnCyh4HBFHETY+9M+V3I94I1m3cjvVrFqdloy+d1QCLXpUzK9qqV4PlGLiD0i9cBaI8bAa1rNtMJ3a9CnOb5McSssU9pCbjhCNxCqDn0D/kRs/ctuSu8FpPopRdnPm4447DY489NuXnGzduxNy5cxUZFCGV9quX3lekmejSbrukxbJY5u6Ibm8wZ1CqudFUsmB24qLC5IV74qKC2xssyf0SkkkiO91uNcKcUvol8buOVlvlBlcAjqt8z4VCJGqzZ/peGBnzo7nRBPWkiSzH5n6stbY1kJSPKIrwBcJweQLwBcJl/Rssp7G31OPlcjRbYLMYqD8KISRJygW+6ST1e5hMb7wg4qfP7s55zH2bdoNP2dnKsQzWrT4h521uXL0QroD80pIfXdQu+zbTRYQX8M7A1F3EKo5FV0fDlLWEWsWhu7Mxa9wjsXs/F7WKw8h47e1cLqdYnIc/EM657q4lsjPRb731VqxZswZbtmzB8uXLwTAMXnnlFbz00ksZg+uE1BpeEPG7Vw4WfR6TlsOiGdI6O5czy0vKJNntCaG9RfkAlJwMvFr9UiX1JdFYJtPOiXaHFSoVl1Z6JBCKJv8djwsYcMpvZlpM9nVnq72g+6x2bk8IC45rTXt+TQYtPL4Q7WohslR6J5TcwLXU4zmWSVvA56LTTEz/w1FpdUOpLBIh9a8UF+xqnedoYk+tZksSZWzvc+VtLur0hrG9z4VlsxqSP0uUgvnhX96DL5z+2bLoVNg/7EOcl38Rf/ncZph1KjykwK75ehOMCnjw1SP46vJOLOm0JH/e2WaHzWKAzWKQlQmdSKjKFc9psBvhHPEq+jjq0cEjY5jR3lAX6zPZQfRLLrkE//73v3HPPffgySefhCiK6Onpwb///W8sWbKkFGMkpGyicQHX/99WRc513QXHS85uK2eWl5wsOKUD+5W8b0IKZbMYJG8/m/y+nVwuJh7np5QsUXEsGu0m6LSqtHMb9dopwb5sOI7FjKMTRIZB3ot3SuBYFizLlGXRHYvzCISiGZ5f6a8NIdVQXk1uY2+px3d1NiIciUkq/ZJoKCpl0UdlkQiZHqp9x4nVrIM/GAUvsUaxEkZdAYy6AlkvtFJ/p+lhzC9tR8KW3cNpQfSEyQF0APCG4wUHwQVRhMRr5tPWY9uGsKjdDLWKw4z2/5+9P4+Xs67vxv/XtcyZfTv7mhMIgRBQQoIiUNC4oHFBrZaovUXcCq2tDbQq6K1Wq01rFezdiqVW5fbrFqVCvS1W+SmigK0sCSKJmAZykrPmzDmz73Nd1++PyZycZZbrmrlmfz0fDx9yJtdc85k515nrut6f9+f99q/87ZZq9l5OuYSqsWGfKasZfR47Qib3vmk1iqp1TL8JQ0H0bDaLP/qjP8JHP/pRfP3rX6/XmIgaKpNT8W+/OoEfPjmL380bX4rTIwGr+3v4HRa87+Xn4LW7NiEa11dXsJFZXs1cvs2l49SuqrnoKvU8vVkQqwPE2WwOOUWFLEmwyCJUTUMimYEGwO2wwrVqSVypiz1JEgHNvMajE6P+tQFsScTUzLLuJjxGlfpeqPZ3Q92lVVZCGW3srXd7t9MGt9OGxaVYxW31NBQtYFkkou7Q6itO7DYLNo324unfzUFtcBnMYhOtzV7VRI3T59I3kXzgv6awY9K/UhtdUTXc/sMjpo/no3f/GpEka6KXE0zmEBct+L3zhk25himXtKM33lNOJGosgL56RfSpQATRePuUnuqEqgOGgugWiwX33HMPPvrRj9ZrPEQNoagaDk0F8fWHn8N/HQ1UXf9cEoCffuQV+K/fncJiJIUBjw0vOncQ8um6xEZvlhvBaBZcp7w2UaswEvQtt63XXfomrdTFHoA1j4UjSQSCxsrGSKK4Jqtj9fjGR/x1y4Ln9wLVolVWQulZGrw6cG10ez3b6mkoCgBD/R4Gg4i6hMthhSigZTNc5xejOLUUa3gAfbWTc8sQRQGKomJqZnnDvzdyVRM1zo5JPwY91oolXQDgM//vaaSzCgY8Nqiqpus5RjGArk9SgamB2lL3ZHriPZWU+t51O61wu2yQRBGKqkKWRFgs8poErGQq01ZB9E6oOmC4nMsb3/hG3Hvvvbj55pvrMR6iunvg8AJu/+ERU05qH3r9dsiSiN87f7jovxu9+W2EZgb2W3FSgahTlbrYW/+Y3iC6JAno73VjuN9T8jur3JJHn9eOUDi58XGPHYvL5cfA7wWqVSushCos/dc0DUMDHiwH47qyGCstJV69vZ5tg+G4rvHarIZvE4ioTQmCAK/HgWA40eyhlKQ2OcKvKBqePRGouF0nZFrSGZIo4KY95+PWA4cqbhtMZPFX33sKAOCxW+o8Mipn/QoCs8svrd5fr8+JhYD5ddGj8TR6fU74vc6S28hS+yUZtXvVAcNXx+eccw7++q//Go888gh27doFp3PtL/T973+/aYMjMtsDhxd0nQD1GvOV/kIrMHLz2wjNDOy34qQCUTfTM7EliQI2j/etKRlTTrklj6ODvg014otlc63H7wWqVbNXQhVb+i9LIob6PRv6IRRjpP5/pW2b/VkQUWtyO211C6ILQNUrf9tNJ2Ra0lq7tw/hLZdN4tu/nNL9HGaMN8+Auwdb+u3QNA2CIJhefqnY/iRJhKZqpq+WmZ4Lne55Vfz60CKLpr5eI7T79aWgGayEf9ZZZ5XemSDg2WefrXlQ9RSJROD1ehEOh+HxeCo/gTqGomp44+0Pmrasqt/Vg3tvfvFK6ZZKWq35TDNr+bGOIFHrKNVssWDzeF9dmndqmobDR+cqLn+cHOuD32vse6HVvm+p+fQcbxZZwvatI6YfK3r+xhp57mvmZ0FErSsaT+HY1GJd9u1x2RCJ1V47uF1MjvWWzR6l9vP4c8t4312PNnsYXc/nsODF5/Xj3w/OldzmhivGcfG4B5IowOWyIVymaafRa7BK13T1sGVyoOikXCiSwPRcsG79qOqhE64vDWeiP/fcc/UYB1HdHZoKmlqX7E0XDeKZY/O6A7+t1vzOSFZbJ702Ea1VabUMgA0BNzMmvfTUqAaAbC63kkmiByfpqJhmrYTS29DU47Ihnsw05JzIVWFEVIwZtX1LUU1qat4u2j3TkjYyUhud6kdRNQw7JNxwxTgOPDGPUDK38m9+u4xrdw7j4nHPyrblAuiAsfJLeq7p6qFQ/mR1klAqk8PCYvUlZGxWGal0rvKGJuuE60tDmej//d//je9///vI5XJ42ctehquvvrqeY6sLZqJ3rx8/NYeP3f1rU/a1Y8yNG39vYuXnRmeRERGZrVj2djiarFsGbTAc11XKBdAfBG+1jN9KmDFvXK2fWaMnWfRmdkqSCGVVJlEjJn444URE6zUjy7LTdEKmJRVXbWlYj11GJNn4gGUnu+GKcVw06sbRQAKRZA4eu4yt/Q6IovG/u0Kmt6ZpiMZTiCfS0AC4HdY15SzruVqnnNEhLyyyhNmFcF0mORtBEgVMjPZ2xPWl7kz0e+65B3/wB38Am80GWZbx2c9+Fp/73Oewb9++Og6PyDzrm0vU4iXn+Nf8zAYyRNTu1q+W0ZtBW+13n5EsrWxOwfHpJWweR8mLr3qPt5xSgd1yAV8GMI0z4zNr9Eoovc2TlHVLcfUc87XiqjAiWq/U6jTSrxMyLam43duH8N7dW/ClB44Zet6nr90BURDw2LNL+OrPW7v8cbv4zhPzuGjUjfMGay+blMspCEUSODkbhLJq1cwpRCFJIiZG/PB5HE1riDm7EG7K65pp83gf3C57s4dhCt1B9L/5m7/B9ddfj3/+53+GLMv41Kc+hU996lMMolPb2DHph0USkFVqa/Zgk0Wcu+7LulwDGWYaElE70lNupZbmWdUsGy8XBK/3eEspFdj1ee0IhZMlS+QUy/RrROC0XZXKjqzmM2tkebVal/TXe5K+1UrNEVFzaZoGSRIxMuhBNqtgroZyAd1ooM/F83eHm+gzFrQd8tiwc3MvJFHAjkk//uPQTNmSMF67BWE2Ja0omMzhaCBhShA9lc5hIVD8u05R1JXrTL298GgtURTg6qBrTd1HwTPPPIMPfvCDkOV83P0DH/gAQqEQAoFA3QZHZCZF1WoOoAPAFWf7ii4TKjYzGYokcPjoHI5NLWJqZhnHphZx+OgcQpFEzeMgIqonvdkW1WZlFOoyG1EIgtcyDjOzSAqB3fXB+2xOweJSrOjjx6eXcHI2WHa/M/MhGOz73tH0rjJoxc+sMFlUrWxOweJytCXfGxF1ltX3LSdmg5hbjFRVGqGbhcJJfl93OKOr2/ft2Qbp9N+RJAq4ac/5Zbe/5ZoL8IdXbAb/9Cozo0SORZYQWI5W3G5mPgS1jn/bnfz7VlWto74XdQfRY7EYfD7fys9WqxV2ux2RCGenqT38269OmLKf54+5iz6+PtusXHDl+PQSA+lE1NL0ZtDWkmmbXzbeZyjIWCoI3ojxrlZLcyGlQoO1cpMF3cjIKoNWU81k0XqzC2FTJ+ALNT+D4Tii8VRH3dgQUXVK3beoKr8fjGjVcxGZp9BgtJJBjxX79+7A7u1Dax7fvX0I+/fu2LCPIY8N+/fuAAB84+Hj4J9eZR677sIaJfX6nVB0fNjZnILlULzm1ytl80Q/Roe8ddt/swWCsWYPwTSGjrof/ehH8HrP/GJVVcVPfvIT/OY3v1l57JprrjFvdEQm+u9jta+a8J9uWLGeKApwOc6cCJtZm5eIyAx6yq1IogBo+eyCar/LCnWZF5ejumr+lQqC6xmv5XRJLb3KlePSE9itRbPqLraiZqwyMFOpGsOSKFacUCkwq9QPa/ET0Xp67lskUdAVaOoUsiTC53UgsGw88NOq5yIyhyQKeMXzRvCNh4+X3MYqi/jzV27bEEAv2L19CFdtG8ShqSCWYmn0uazYMZnvufbG2x8s+/oOqwRVUZHKdc/fYzFOi4it/Q6oqlZVc1FJFDEx6jeUSBCOpmoZckkWWYLbadvQH6eTZDKd01jXUBD9He94x4bHbrjhhpX/FgQBisKTBrUeRdXw6LO1d5q/dudw0S9lTQPC0eTKDWizavMSEZmlkEFbrA51gaJqOHYiUHMQThAEDPS6i5ZAWa1cEFzPeI00+6oUbKz3TbJZGfOdoNGrDOqhWBNPp70HR/5n3rS+AJWYWVeeiDqHnvuWbgqgA/na5vFkpqrnyrK0ZhJekkQIAHKKyv5YHUBRNdz/1FzZbdI5FR/57pMQRaFkIF0SBew6q3fNY48/t1y2XjoAJNKMtwHAy7f148nZKA48MY/QqrIuPruMvTuHcfG4p+zzRVFYuS5rtsL9SSjafpUKHHYLEjpq+Pf01L5qoFXofieqzkwZolZ041f+G7VM7PntMq4t82WsadqaG9B2z5ojIgJKZ9CuZ0YQThAE+Lx2LC6VzvqqFAQvNV6jQX49wcZ6BmyNZsx3unqsMqiHSo3EizXxrDTxs57RCfjCmDLZHFfIEVFRvB/ZaO5UdSVrLbKEXE7F4aNzJc9ZXP3T3g5NBSsGugs+/8Pf4opzB/DUydCajHOpRKb0Yp0ynTuNo0fCC88bxkfu/vWGfwslc7jz4WnccMV42UB6NqcgFs9/3qIg1LXeeSmSJGBipBdetx2RaBLhSPv9/p12q64ger/f1YDRNEbnTAcQlXD/U3N46mTlEgGrXXFOHy7b5EYwkTW0LKhwA9oJWXNERMCZDNpoPIWp6aWy2Wi1ZsmWC6AP9Ll03XAWy/g1kvWltxzX+ecMVwzsliJJYtklm0Yy5ruB2asM6qHaMil6J6pWy+WUigH7UmMqhyvkiLoT70fM4/PaMTVTfmKUq3/a21JMf+byQiSFaz73M4QSZ4KMgx4rbtpzftEM9WCsutUP3SaRUfC3PzhcdpvvPDGPi0bdZWM4xyvc19Tb5FgfVFUrO+nW6twuGyCg4j2cKOpux9nyOuedEBWhqBo+de9Thp/3livOwu9fuRUvOtuP8wadujvTF25AC1lz5bRC1hwRkR6CIORLtlW40Ky2oZaewHUonNRdt7CQ8ev3OuF22gwFV/WW44onM1U3jJwY8RdtqGqRJWwe7+NNdRGlmtDW8zPT24Cz1kbiPo8D27eO6G4olUrncPjoHI5NLWJqZhnHphY3NB4NhouPqZJwJMFmo0RdRs99C5VnkSVMjvUiFE7qfs7MfGjNdy2bPreHPpex+/fVAXQAOBVJ49YDh/CTp+c3bOt1WGoaW6dw9oiwW8qHKqOp8jW2g8kcjgbKX381M4AuiSIURavqWq1VSKIIt9OGsSE/BvqKZ5oP9LkwNuRv8Mjqi5no1NGeOL6MtMGmG5IA7NzcC1EUMDHiN7TMGshniLVD1hwRkRF6l3tH4ynD9T5bqY+EkXJcfq+zZPkYn9eOUDhZNjO5loz5blTrKgMj9GaWm9VIXG9fAEkSsRDYWGZgdWajpmmYmlkuO6ZSAsE4AsE4JFFAf68bwwP5pdA8Tok6l577FiptdNADm60HcYMNx1df1xQ750iiiPERH/xeZz2GTVXaMenHoMequ6RLKR/97pOABrzswuGVxx5/rrpzd6eJZ8wpJR1JVtfMUgDQ73diOZzU3QDeKKejB9Nz7f37nhj1r1wPjg35MTLgRSAYQyaTQ0+PjH5/Z2WgFzCITh3t7v+eMvycsV77Sp0yn8eBoYEsFhb118UrLIk0qzYvEVEr0Lvc+1QgisWlKHweByZG/CsXT+XKT9QzQG+U0XJc5QK7o4M+wzWyqbxGfGZGGnCaOQGkK5BVIS/gxOwyVBMyqxRVw0IggsXlKACs2acsiRgf8fM6hqiDlLpvqVR+rBRBEOqaSW2RJfT6nbBaJMwshKsao1nmFiOo9q3mckrJc46iqpiaWUYilem4TM52JokC/vyV2/CR7z5Z035UDWuajz5weAH/cWjWpFESAHjs1YU7NQBLoURd66RHYubVP6+lpvv67/hCBYZy15KlrgNFUcRgX/mGrp2AQXTqWIqq4ee/XTT8vPNH1y6nthnoJLy+REsjs+aIiOpJT3PHAk3Ll5MIhhMY6HPBabeWnVA0EqAPhhJ1nYispollqcAug+Ttx2hmudmNxMtNwPf6nRUn9c0IoFfaX05RcXx6CX5vcs1EGRG1t2L3LdlsDidmg4b3JaDinF9NRga96PXlM7RFUWxqFn0tcTZZEit+votLMThsVvi9nLhsFT5nj2n7KjQfvf2HR0zbJwF+u4xdZ/UimcpuCBLruVZqRqPRakiSiAu2jmBhKYrAUnRNiZrCvRZQOrGzWKwKWLsC0WnvQTyZYTzrtKqC6KFQCHfffTeOHTuGD3zgA+jt7cUTTzyBoaEhjI2NmT1Goqp89O4nq7p4e/WOtcewkWY7xUq0MIhCRJ2g2uXei0sxLGJjs5nVWb1et113gL7wvKGBLGw9sukXcyzH1d2MZpbXo5F4qQn4SrXVG231RBmzJIk6w/r7lmjceLakINQ/AHVidhmCAPi9Tvg8Dgz0pcs2tmtFFllCIpXRde1zcm4ZkiQY7vNC9WGkuWglC5EU/u1XJ2ouD0NrvfWSUWzZNABgVUBYErEUjCEUNS8LvOm0/Pf2yIAXw/2eksmb5RI7i8Wq1j/GeNYZhoPov/71r/Hyl78cXq8Xx48fx3vf+1709vbinnvuwdTUFL72ta/VY5xEhmRyKn769ILh51kkAZec3bfmMb3Zl5NjvVzaTEQdrVSWbC0KWb1GA/SrM3LNLpPFclzdy2hmeTUrF/QoNgFvJBDfSIXAFQPpRJ3HyCq0gkYlcE7NLCOezEASxbYLoAP5lT5zp/SVDFVVDc+eCPA6pEUYbS5ayUywtSbJG8VjkxGp0CDUKL9dxrU7h3HNCyfXBIlDkQROzAbbtolnKYqqriR2lEveZGKneQyvv7z55ptx/fXX4+jRo7DZzvwS9uzZg5///OemDo6oWq/8u59U9by9l06s1EMvKGQlliMKArMCiKgr+DwObN86gqF+tyn7K2T1et32lTp81ezj+PQS5hbDFWuwapqGaDyFYDiOaDxVcvvC+9wyOYDJsV5smRzA9q0jvHHtcEYzy/VcI5i1cqEQzGpFi0sxqHVqvkVEzSMIArye1g28BJZjRZstt4NqGhYWrndabWVSt9kx6YfPYTFtf2P+7ru2vGrbAD69d4dp+3vV+X24afckPvOGbXjVxeMr1/uapq30HWhGAN1pt2ByrNe0+6Zi9CaAkDkMB9EfffRR3HDDDRseHxsbw/z8vCmDIqrFZ+97GskqOjo7eyS8eNJTNKCSz0rsg1Si7qeqabygIaKuIQgCXCZmM+RyCqLxVM31nBcWI3j6d7Mlv4tDkQQOH53DsalFTM0s49jUIg4fnSu5fSFrw+91cgl1E+id8DCTnkB1sf4nm8f7NjzPIkvYPN5n2sSLnoB9MwWC7ZcJSkTlaZqGYCjZ7GHQOjPzoYacE6k4SRTwqotGTdnXkMeGN71wEwY95bPbndbWnESv1sWTvdi5ude0yYhHT0RgsVohCPn7gcJ1/tO/m8XJOeN9HcwST2YRDCfyda7qpFVXKnYqw0F0m82GSGTjbO8zzzyDgYEBUwZFVK1MTsXd/z1d1XP/1wtGVpbDFON12yvu4+RskBc0RNQVzMyKlWUJsSrqrhZTaHo4u7D2BrNUFko3Z3U1I0itl9EJD7NUm1neqJULPo8DQwMeU/dplkzG3CXZRNR8sUS6qoxpqq/CKj6qr3LXSVeeN2jKa7z8ecPokUXctOf8stvF0wo89qpaGrYcUQDe9MJNkEQBb3rhJlP2uRTP4jP/+Ts8OhVa83hOUdc0Fm2GSCxVsTF8tSRRNFwykGpj+K/w9a9/PT75yU/iO9/5DoD8zcaJEydwyy234E1vepPpAyQy4u/+39NVPe9Fkx5cPJ6/KS21HCYaT1W8iFRUFdF4Ch5X5YA7EVE7q7bR6HqFrN4lk7NYTy1FsRSMY2LUD6/bjpn5UNntC7XZuyXbPBRJVKz5rmlaySZE9R5bseNqdTPaepbVqbYmfqPqTQ73exBYikKpceWG2Xp6ztxWNOvYISJzsUxA6+Lvpr4qXSftmPRj0GOtuSHoNx4+ju2jXrxk+xA8dhmRZOkJ6ZzSWuf9ar318s3okfP5vJP9TlP3/Z0n5nHRqLvqEpHtZnzEnJKBpJ/hIPpnP/tZvPrVr8bg4CCSySRe/OIXY35+Hpdddhk+/elP12OMRLo8cHgB/3Fotqrnnj/sWvnvUsth4jpn++OJNIPoRNQVCsHGE7PLVZdiKWT19ljMz65R1HxW+lC/p2IdxEJWV7s23TEStNQTpAaa01hV07SWmPDweRzwuu0tGQgWBAETo70VJ7CGBjywWiTkFBWyJMEii1A1DSdmlusSgO/356+l9EzQEFF7YJmA1iVLhosKkE6rr5NUVcPRQAKRZA4eu4x0JoezN/XD53Hgpj3n49YDh2p+vY/e/STeedWWsgF0AEhk2n/i5C2XTeLyrQP48VNz6HNZ4Xf2mLr/YDKHo4EEzhs0FpwXRaHmspKNNtDngt9r7iQEVWb4jtXj8eChhx7CT3/6UzzxxBNQVRU7d+7Ey1/+8nqMj0gXRdXw4RpOYIVaXJJUejmM3q/U9vrqJSKqTSHYeHx6CeHoxrqpA30uOO3WikE1l9OKU0vRuoxxcUnfEsp2zeoyErTUE6Q+ORssuvKqEZngsUS6ZSY8GpVZXo3CBFax35UkiZgY8Zf8HU2MomwAfmjAA1uPDFmWkMupmF0IVfydDPS5IIqiKasImMVO1DoKpdua0ZCPygsEY3Azcct0q6+TDk5HcOCJeYRWBbd9dhlvuySOt79sG3ZvH8L+vTtw+w+P1JSRrmrAlx88VuvQ28J3/msK3/7l1MrP/S4LBJgbQ6k0GbGeRZawbcsQfvPMbFvEciRJxPiwH34vExOawXAQ/Wtf+xr27t2Ll770pXjpS1+68ngmk8G3v/1tXHfddaYOkKiSTE7F6z77QNVfeH67jK39+S+g8WF/yRs1t8OKU6gc4HGzJhURdRlBEHDWRD9UVUUgGEMmk0NPj4x+fz6wBqBiVq/baYMkinWpvao3saQdM+6MBi2j8VTFYEil30E9M8H1TmS064SHmQoTWNF4CvFEGhry1yCuCk1wjZar8XnsmF+MYCFQejLKabeasoqAWexErcWs0m1kvnA0haVQDD0WmZON69QyGVuYzD84HcGdD2/stRZK5nDHL06gv8+FV188gd3bh3DVtkEcmgpiMZLC5//ztwglsma/pY6x/po8EDP/s1qIZQxtPzrkxamlWFsE0If6PRge8PDvvYkEzWAXKUmSMDc3h8HBtY0UlpaWMDg4CEVp7ZuaSCQCr9eLcDgMj6c1GzORfv/442fwjYeP17SPG64Yx8XjHnhcNpy9qXRzXE3T8JvfzZZtTCFJIi48d5RfakREVSgVEDaDJAplS1hYZAnbt44AQNtkwWqahsNH58oGxQvvSxAEhCIJnJw1p5THlsmBumRpR+MpHJtabNrrdxO9QQa9x9nEqB/PnghUfN1ivztN0zAfiJRtvLV5vI+BdKImKTbB1W7qNVHfCjjZeEatk7HBcBzPnVzCh39wdE0G+noD7h7ce/NLIK2rvf3A4QVTSrxQbQoxHj0q3SO0iv5eF8aH/c0eRtcznImuaVrRC+zp6Wl4vV5TBkWkhxkB9Jed27vy5ZpMZUse38DpGqQj/rIBnomR0pnsRERUXiFDdnouiFyZCctq9Pe5ywboxoZ9CEeTRW+8ev3OlfIWrRJU1zQNi8tR3aVPFEU1dYKiXpngekoHFJrRUm30lqvRW2JHb++Y9cdOKJLQ9Tffbc1/iVrJ6pUvU9NLbRFwKrDIEkaHvJBEEc+dDLRFtqlRjWq83erMKCkmyxKOBhJlA+gAsBjN4NBUELvO6gVwZmI6nkjBY5MRSRkrKULmMtJgtF2+z7xulm9qBbqD6BdffDEEQYAgCHjZy14GWT7zVEVR8Nxzz+FVr3pVXQZJtF4mp9YcQAeA54+5V/5bT41Vo0ug2xFrkRJRMxVu1CuVjzBClkQM93tgt1pKfn8DxetEZ3PKmuD76u/7Zn1fGs0IzGZzmDtlzmdZUK/SN3pKBxSa0VJj6J0w0XsLuvrYMbL6JJtTEIunAEHgNQpREwiCAI/LrquxcSvJ5RRMz4fKribuFN082WhWY3KXw4p4Rt+xshTLTx4Xrst+dTxYtAQMNV61DUZbFRNIWofuIPob3vAGAMChQ4fwyle+Ei6Xa+Xfenp6sHnzZrzpTW8yfYBExbzkr++veR+ra6EXZLOVbxQLAZ5ODDSzFikRtQJBEDAy6IXdZsHJuWDNN77jp1cJlfr+BoDDR+d07auQzTTQl0YonGz492U1JW9yimpoCb4kiWU/88KFfL0mEbphwroVlfp96p0wcTusCMoJ3asI9AQ81ju+LgOWxwRR4/k8DgwNZMuu7molGtAVAXSgcY23W5FZjckFQcCWMR+AkxVfs89lXbkuU1UNB56YNzhqqiexp6fZQzANE0hah+4g+sc//nEAwObNm7F3717YbN33xUyt4UUf/5Ep+3nzjqENy3tm5kMQRaHizZjeJdDtxIzlb0REZvJ5HPC4bHj6d3Nl65hKp5uXrt9GEkVMjPrXfHcV+/7W02xzvcWl2IbH6v19WU3Q0SJLkCV9QVBJFDAxml+WXCkTvFTpG7MCmp08Yd2Kyk2ie912fSV2nDZDqwj0BDzWW7/kmtcoRM1h6zFcFZYapFsbb5vZmPz3zh9Bv+sZBMo0qBzy2HDRJh+eOZYPnOspAUONdfawF1I21daTaEwWaD2i0Se84x3vYACdGkpRNTz67BLu/MlRXP5X5gTQAcBl23jxp6j5mrGhSMK012kHepe/GexDTERUM/F0ILyciVE/LjxvFFs29WOw342hfjfO3tSPC88b1XXRafYNZ72+L6sJOo4N+2Cx6AuiFxo35jPB+2BZl4FskSVsHu8DkA+yrx9LIaBp1jm0MOHh9zrhdtoYQK+TwiR6qd9nOJpcKXlUSiE4XunYWf33aObfHa9RiBqrXiW9qHbd+rvR+75lqXIITBIF/MVrtpfdZt+ebUimMivnzggD6C1lyGPDjs296PW2d/B5fTIQNZ/hKWRFUXD77bfjO9/5Dk6cOIFMZu3s3PLysmmDI3rg8AL+9vtPI5zMmr7vcie6k3PBrqonZ9byNyKietBb3sPtssPtMt50x+wbzvXfl8XKZAAwnGVtJOi4vna73kziglpK33RzTdZ2o3cSffvWEWwe79O1+kDvKgIz/+54jULUWHqaQFNzOO2dU8KimFKlx/Qek1MzyxgfqRyY3L19CPv37sDtPzyCU5EzjbOHPDbs27MNu7cPIRiOrzzusXN1RivZt2cborEkFpc3rhxtJ+2cRd+pDP+lf+ITn8C//uu/4uabb8ZHP/pRfOQjH8Hx48dx77334mMf+1g9xkhdJpbK4WN3H8LB40Eks/X70ih3olMUFbF4qqpgTDsyc/kbEVE91LO8Rz2CAYXvy2JlMiRRBIS1F8Z6lmvqDTqODnkx0Ote+WyqbdZZbekbNoBsH0Ym0Y38Deope6f3704ShQ1lXIrhNQpR4+g5r1BzxJOZspP47XwurtS/S88xmVNU3WXAdm8fwlXbBnFoKoilWBp9Lit2TPohnS4Ju/q6bGu/Az67XLaki4C1Tbj9DgsUTWMWu4n8dhlvvWQUO8bchksg6jU04IGtR0YqncVCIFqX1yjo1pUlrcxwEP0b3/gGvvSlL+E1r3kNPvGJT+Ctb30rtmzZguc///n4r//6L7z//e+vxzipCyiqhr3/5+eYDqbq/lquHnFDU9H1ool01wTRdS9/45c4ETVRvfpR1CMYIMtSyV4Txeq766ntrCfoaJGlNQH0ArOadeoNVLIBZHswOolu5t+gnr+7oX4PnI4ePHsiUHF/vEYhaqxS5xVqrnKT+O18Ltbbv0vvMal31ZwkCth1Vm/Rf1t9XSaKAvbuHMadD0+X3Nd7Lh+DyyojkszBY5cx2OfGrXf/puzrU3k+m4TrLx1DNK3AY5extd8BURQwNVO/CT671QKfx4FILAmgfkH01c3YqXUYDqLPz8/jec97HgDA5XIhHA4DAF772tfiox/9qLmjo65x/1Nz+Ojdv27Y6731kpENTUXXa985euP0Bmb4JU5E7UZvFlbhxuvkXLDmpZMWWYLT3oMj/zNv+LnlbuqqzSgvMCObX2+gshsaQHZChl+zJ9H1TO7oLkfEaxSihlt9Xslmc8gpKmRJgsUiIZdTMT23rGslSbsQRQFqi7+fcpP47Xgu1jQNsXgKJ2fLlw0uXD/5PPkgaqXJVzPKgKkaEMgCvzsRhscu46JRN264YhwHnphfk5He67DgDy4ewsXjHgBnznG/mgpX/dqUd+U5fpw76KwY2zFTvg8LMLsQquvrlLump+YxHEQfHx/H3NwcNm3ahHPOOQc//vGPsXPnTjz66KOwWnnxSvpkciq++99TePJEEEemw1gs0/nabK/Y1oddE96K2zm76Gas1sAMEVErMpqF5fM44HHZ8PTv5opmixdUuokeG/YhnsxUlZlX6aau1ozyWjOJay190yn10jslw68VJtErTe7wGoWotZU7r0gi8OzJzin5oqoavG47IrEkWrGXsd5J/HY5Fxc715ay+vpJbzJELWXAHji8sKFeus8uY+/OYfzNa7fiuWAKYk8PNg16cNEmH5KpzIZzXJ+r/ivwO93/+00AvzgWwt6dwyuTFPWWzSmmZrqvL1vXjteT3cRwEP2Nb3wjfvKTn+DSSy/Fn//5n+Otb30rvvzlL+PEiRO46aab6jFG6iCxVA5v/ccHsRhrfN0vl1XCW3cOY9emygF0SRS7rjmVWUv9iYhaQbVZWKIoYmLUXzZgt2k0v6y33Pfl6mZTRlW6qatnfXigfIZ1raVvOqEBZCdl+LVKgLrS5A6vUYjaVIsHaasRjiabPYSSev1OxA30umiFc3Gpa45S59pywtEk3E5b3VdZPXB4AbceOLTh8VAyhzsfnsbH3rAdv/97W9ecO4t91jsm/Rj0WNcE4sm4wud+wxXjDQukm2lyvA8C+wi1Dd1BdFVVIYoi/vZv/3blsTe/+c2YmJjAww8/jHPOOQfXXHNNXQZJ7S2ZUXDbfYfxg4OzaNSEvQDgZef14nmj7pWaY4X6WHpMjPq78our3oEZIqJG0DStYjOhcllYegN25b4vayl/oee5lYKO1ZYa0ZNhXerzkSQBitLZDSBrPbZaUbsEqHmNQtR+ai2PRsYsLEYQ0Hm/G4unkMspkCQRAvINNxv9vVrqmmN0yIvZBeOlTgLLMbgcVnjd9rqtslJUDZ/7j8Nlt7nzp8/ilReNQ6rwMUqigJv2nF80IE/GfeeJeVw06m5oaZdaWWQJbqeN1zJtRHcQ3WKxYG5uDoODgwCAD3zgA7j11ltx6aWX4tJLL63bAKn1ZXIq7v7vKTx5IgRoKh59dgmJbOPXt3msInZOeNHv6sFLzvFDlsSy2/f3uhAKJ5BbdXEnSyLGR/xlbxg7oQZqOfVq3EdE1CgxE7Kw9ATsyn1fVlv2xIzSGdWWGjGSYV3s89E0reMbQJpxbLWidglQ8xqFqL208/d9u9Jbg34hULwhYqMmUMtdc0zNlK9/Xs7J2SA859rqtsrqoSNzCFQoRbsQSeHQVLBkQ1JF1XBoKoilWBp9Liv++s3Px+fuO4JQImt4PHRGMJnD0UAC5w06mz0U3ViOrv3oDqJr64p+3XnnnfjjP/5j9PYW/2KgzqKoGh58egF/8/1fI5ZpwQJwAK4+fwAvP69P9/Yelw1elw3RRBoC8jXQK80CdkoNVCKiTqY307nSdrUE7Kote6LnYrrcZG61pUaqybBe//l0QwNIs46tVsQANRGZrdY+GtR4jShNpueao1qKquLpo3OYGPFj83hfxcbVRiaPNU3DsRl9416KFS/RUqyWuijkm5RS7SLJxpcNroYgCJgc62UMqQ0ZrolesD6oTu1FUTU8eHgB+//9KUQznbHMzm3Vn+kgiSJOzgbXnVATZYPhnVQDlYiok9W7FqZeJcueiCIgrF3mrndCttxkrtdtr7rUiBkZ1q1SX7ueWuXYIiJqB7X20aDmqWdpMj3XHLVQFPX0/Xkftm8dKVlz3WhyXCyRhrOn/Gr3gpNLG3vjlKqlzgC6eTz2qkOcDSUKArxue7OHQVVojyOsCymqhseeXcLdvzqOXzzDiw49fA6L7m0VVcX6En3lguGdWAOViKhT6cl8a1RGdKkyGZqmIRCMIZPJoadHRr/fBVEsf2NWaTJ3aMBTdSDcrAzrdqmvXa1crnLiQbtn2xMRmcnrtkOSRNZHbzO1lCZbn+HttPcgnsys/JzNNiZbuHB/vv496EmOK3btlssp2NrvgM8uI1Qh4/lLDxzD2YNu7N4+BCAf37n9h0fMe3O0gf90H7x2oKhq25X+ozxDQfSPfexjcDjyB2Umk8GnP/1peL3eNdvcdttthgZwxx134O///u8xNzeHCy64AJ///Odx5ZVXVnzeww8/jBe/+MW48MILcejQIUOv2eoeOLyAv77nKSQyXPaml9sqYdugC1qF1qWCAIhi+Yu4YsHwTq2BSkTUiVohI7pSyZX1QebFpVjZILOmaTgxW75G6GKJ+qbrFQuEm5lh3S71tY3SNA2zC6GK240Oedv+vRIRmSWWSLdEAF0UBUAD1DqvqO+kCYNqSpMVu8ZZT6rQu8wsxe7P9STHnZwNYkbcmAzQ63dCFAXs3TmMOx+ervj6t913BFdtG4QkCjg0FVxTwoXMd+3O4bZqKtqOpf/IQBD9qquuwjPPPLPy8+WXX45nn312zTZGbxgOHDiAffv24Y477sAVV1yBO++8E3v27MHhw4exadOmks8Lh8O47rrr8LKXvQwLCwuGXrPVlVriQ+W9ZedwxQC6121Hv9+JYxWanhU72er9ggtHEoCWH4nShA7nRESU18yM6HJLhAFUVRpsfjEMtcJ6X72BgWKBcLOz9zuxvrbe5ecs5UJEdEYzA0WiIMBikZDO5CqeQ83gcdnQY5ERCMbq/lqNYPR8VirDez09kwwWWcLokA/T88GaJiXWH396zuWlVq0vLEYgiSIuHvfgtRcO4Ae/WSy7n8VoGg8dmcNV20cwHeiMY6JVvWJbHy4e9zR7GIbwerE96Q6i/+xnPzP9xW+77Ta8+93vxnve8x4AwOc//3n86Ec/whe/+EXs37+/5PNuuOEGvO1tb4MkSbj33nvLvkY6nUY6fWbGLxKJmDL2elBUDbfdxyU+Rr1iWx92bfKW/HdJEjE+7Iff60AwvLE2WTHrT7Z6v+ACwTgCwbWv0SlL2ImI2k0zMqIrLRGWKpRsKbYaStM0nFrSd/MlCELZvjWlAuGtkL3f6jq5qSgRUb00M1CkahrSmcY1GozEUg17rXozWprM7GahhcSDWrP61x9/NZ+jT18GDbl6dG1+9GQQvZKKVDxR2+tSWff/dgmb/baycaFWwtJ/7aumdTQPP/zwmgC1EZlMBo8//jiuvvrqNY9fffXVeOSRR0o+76tf/SqOHTuGj3/847peZ//+/fB6vSv/m5iYqGq8jXBoKojFKJf4FGOTAau09sbd1SPivZeP4U0XDZV8niSJuGDrCPzefAC72uXqLoe16mVnhcBJKMITJxFRoxUyov1eJ9xOW91LuFS6gVTU8jeDhdVQq8USad0N3d2u8hfk5QLh+ez9PljWnQMtsoTN431dPxnMpqJERMYVVjpRezEyca5pGhaXo1U1C12fXFC45tDTLL2SYoHKWs/RiqJiqN+DXp1BdLdNgqJq2Nrv0N2UlKrzpV/O4PGT4WYPQ5duT0xpZzU1Ft2zZw8OHTqEs88+2/BzA4EAFEXB0NDaAOjQ0BDm5+eLPufo0aO45ZZb8Itf/AKyrG/ot956K26++eaVnyORSMsG0pdiDKAX844XDuOys3qhqhqOBhKIJHPwnG4aUanmlaKoiCczK0vKa1quXuMKQDYeJSLqbHrLfVSyPkvKSNZUv9+FXq+z6jI2nVrP3Ayt1LCWiKhd6FnpRK3D6CpqPTXQyxkb9sFikTZcc0TjqZqvqYoFKvWcyyuxWWW8/vJz8OVfTmM5ni253epGl6IoYPe5fRVLwKzWIwvI5OpfhqiTfOmRGYhXCC1T2kUSxTUJNKxS0P5qCqLrzYoqZ/2XmqZpRW/UFEXB2972NnziE5/Aueeeq3v/VqsVVmt73Mz0Vcge60bvvXwMuybyS3JEUcB5g07D+1gdfKh2uXoska6YPVgJG48SEXU2s8p4rM6S0jQN2ay+peiiKKxk29cSCO/EeuarlWv6Wk4tJW+qfU0iok5Qqk8JNZ8kiZgc9UNRNcPnJ7010MuxyMWzs2u5pioXqDRjUkeWREiigL0XD+OLD50sud36RpevPr8fP/3dEhKZ8nGFflcPXnnRKL7x8PGqx9jNDjw+B7ssIppWdCdf1svosBc9FpnXfx2kpiB6Lfr7+yFJ0oas81OnTm3ITgeAaDSKxx57DAcPHsSf/umfAgBUVYWmaZBlGT/+8Y/x0pe+tCFjr5cdk34MuK0s6QLAZ5Owd9eIKTOI65dslWs2NzrkgySJCIbja77kzAqMsE4qEVHnMqOMx+pM5lAkgZNz+htqTYz0rlyYd3ogvJJSQetyTV/1ZAVV07C21tc0CwP5RNRM61c6pdI5LARat19Zt/B77RBEEVCN3aeaUQNdFAVMzSwjp2zM1K3mmqq/1wWv217x/FbqXC4Kgq4m7YXyNReNuXHDFeM48MQ8QskzCQ9+u4xrdw5viGWIooC3v2AUdz48XXLfl2324K27RvCJ/3yu4jiouFBKwecfPLHys88uY2+R30cjzM6HMTHqh99rPBmUWpOg1ZBO/s1vfhOvf/3r4XRWd0Bceuml2LVrF+64446Vx7Zv347Xv/71GxqLqqqKw4cPr3nsjjvuwE9/+lPcfffdOOuss3SNIxKJwOv1IhwOw+NpjSUeqz1weAG3HjjU7GE0lE0S8NJze7F1yIlYytzZQossYfvWEV1ZYbmcgtmFcNGbXEkScWxK/9KrUrZMDnR1UIOIqJNpmobDR+fKZtlJklg2KF6oPW40u2ugz4WxIb+h8XaqUkFrn9eOxTINWo3UfdcbkK70e2xUrflWCeQTEQH6zpfUHJIkYnzYv9JTrJRoPGXK/XEpk2N9mF0wtnJBlkRccO6ooVruq8/l2ayCE7PLFZ8niQIU9UwYzWjZ2YPTkQ2B99VcVgmxNP82zHbDFeNNK/PC3kKdo6ZM9Le97W01vfjNN9+Mt7/97bjkkktw2WWX4V/+5V9w4sQJ3HjjjQDy9cxnZmbwta99DaIo4sILL1zz/MHBQdhstg2Pt7Pd24ewf+8O/PU9TyGR6awvzu1DDmwfccPVIyGWUeC2SvA5LHVdXlOuYcPqLL1QJIGpmY0nzEJT0Mmxvpprp7FOKhFRZ9OzRHhiJB/oLhfQNJLdJQoCxkd8sFjkDauoulGpoHU2p5QNoAPGepfoyfTX83tsRL+Ucp/J8eklbB4Hb+yIqKHM6iFC5lMUFVMzS0ik0mUn5+u9wnp2IYTRIW/Re/RScoq6Uj5Vz2T3+nN5NJ7S9TqrA+iA8bKzF497cNGoG/cdCRStkc4Aen1854l5XDTqbkppF/bH6xxVBdEffPBBfPazn8WRI0cgCALOP/98fOADH8CVV15paD979+7F0tISPvnJT2Jubg4XXngh7rvvPkxOTgIA5ubmcOLEiQp76Ty7tw/hqm2DeOzZJdz9q+P4xTPt1YTFIQvYfa4fNouMpXgW/a4evOQcP2Spcd2ojWRX6bnJreYkvh47MBMRdT695T7K1Sw3FFwQgLlTkbKv1S1lPGpdWm527xI9v8d690tplUA+EdFqLHHZ+haXYhAEASMD3qLnBzNK2JWTPX3NMjnWayyQnlOqXn1lRtNRIx46FmzI63SCF4y7Mei14j+eDlS9j2Ayh6OBRFV99mqVzSmIxVNwu+wNf20yl+FyLl//+tfxzne+E7//+7+PK664Apqm4ZFHHsE999yDu+66q+bs9Hpr9XIu9ZTMKPinHz+Dk8txjPkdeOHmXtz18HOIJnPYPGCH32nFk1MhLMXS6JEAv8uKYZ8dv54KIZEtvvRcAHDBiBPbhlwNySyvZLDfDbfTZihAoHcp2pbJASiKWlVDnMmxvopL4oiIqHPUErgOhuM1TdoWbB7vA2Csfnc7M2Np+eRYr2l1K/X+Hs18zfWMXOOw3BwRNUq9S4GQeWRJxPiIf8Pkv9PegyP/M1/2vlgQgOqLB+fPj7IsGTpWhgY8WFgsXWu/UlkNM5ql6nFkIYZ/+Fn3JYxWyyaLSOX09Qgq590vGsMLJr0mjMg4SRQwMdrbcdff3cZwEP3888/HH/3RH+Gmm25a8/htt92GL33pSzhy5IipAzRbNwfRa5HMKPjcD36DY/NRpHMKRr1WDHtseNm5vZAlCYpa+xdaOX0+B5ZCiYrbFW5EjQQvjN7krt539nQd9Up4c0pERHqZFVyQRLHs+Xmg1wWPjgZc7cKMyQczz9etEMBuhUA+EdF6rIneftb3dLHIEhz2HoSjybq95tCAB6qiYnG5fDm2AkkUIIpi2eOqXM+0AqON3Y06OB3B1x+dRTxT3xgKbXTT7smmZKKvxvro7c1wOZdnn30Wr3vd6zY8fs011+DDH/6wKYOi1mPvkfC/f/+iosFpAGe6rKcyWKhQc7QaVqtF13ayLBlevqV3KVphu9W104LhuK7ncskiERHpZdZy4koT3IvLMSwuxzomM73WpeVm9y7R83usd78Uo9c4RESNoKeHCLWW9QHlbE6pawAdQNmM8mL6e91YCJR/jp4yal63HdNz9Sm1cnA6gjsfnta9vbNHZLDdJM4eCVv7117rGm0KawaW0WtvhoPoExMT+MlPfoJzzjlnzeM/+clPMDExYdrAqDWVaqS18pjXieFBH+ZOhbC4FEMNq7fWkCVpQxfs9SRRLNlR+0yDUA2yLK2ZBKjlJpc3p0REZLZGBxcK50iPO4EBvxMup60tL+xrnXwwu3eJnt9jvfultEIgn4iomFI9RMhckiTCae9BJKavaWa7mhzr1b1tuQQ3TdOwuBxFrg5Z6Kqq4cAT87q399tl/PVrzsGxpSSemY/jviPV1wMnYPe5vWsC5AenIzjwxDxCydzKYz67jL07h3HxeP2qVtS7Hw7Vl+Eg+l/8xV/g/e9/Pw4dOoTLL78cgiDgoYcewl133YV/+Id/qMcYqc0IgoDRIT9GBn35plpZBSdnl2sKqAeC0bIBdCCfcVcsgL7a+iXNkiRifNhf9U2uy2HdsLRtPUkSeXNKRESGFIILJ2aXoVY4/5klEk0iEk1CkkRMjPjbLjNdT9B6oM+FUDjZsBrxehvN1ksrBPKJiErxeRwrtbaj8RROBaLNHlJH8HvssPTIcDuscDqsOPI/+gO37ajQfywa1zdRUCrBrdiKdjMdDSTWBGwruXbnMGRJxHmDTkQMPI82kkUBrz6/f+XnUisCQskc7nx4GjdcMV7XQDorFbQvw0H0P/7jP8bw8DA+97nP4Tvf+Q6AfJ30AwcO4PWvf73pA6T2tTprXRSFmjLqEsmsWcNaQ1FUTM0sYaDPhc3jfdXd5FaKbTQm9kFERB2mEFyYX4zg1FIUq9vYyJIIDRuXV5tBUVQcn17C5nG0XSBdT9B69PQkfzVNX6sd0/qGbI2sQ9/sQD4RUTmFe0YGlcxhkSVsGutbOcdE46mOzvTv73XB782fx2pZfdWIhqJ6A+FOi4j/9cLRNUFcj91w6I5WyakaVE2DCEHXioDvPDGPi0bddSvtwkoF7auqv8Q3vvGNeOMb32j2WKiD+TwOTI5pNTf8qpfFpRgcYz3YvnXE0E1uLJGuWHNWUVUu1yEioqoIgoCRQS+GBzwbzk/haLKuN3ztWrOxUtC6VGm6emrGa67W7EA+EVElDCqZw+fJf9cXvuM7fXLC67av/He1q680TcPMfKheQ1yhNxD+3svHsW3Yteaxrf0O+OyyoUx2Wutn/xPEy8/r07UiIJjM4WggUZcmpCyj196qns7KZDI4deoU1HUBxE2bNtU8KOpMfq8TwXCiZeuxTc+F4PM4DN3k6r0o6fSLFyIiqq9iQdhSGcaVyozp1c41G5sdtG5F/EyIqJWZ1VS72xWahkuiiPERHyRJbPaQ6qZYMNLI6itN0xBLpBFrULa+nkC43yHj3FWB29WNL6/c4sP/+w3rolcrEMsA0L8ioF4ldFhGr70ZDqIfPXoU73rXu/DII4+seVzTNAiCAEXhSY9K6+91tWwQvZqMcTYWJSKiZiqWYey09+DI/8ybckPISWAiImqERjfV7nSKqmJqZhled+dOnpYKRvo8DnhcNgSCMWQyOfT0yOj3uyCKZyYU6l3/vBhRFLB353DRWtwF77hsYqWESLHGl1ZZRDpnfim/blD43PSuCKilhI7XY0M8nlnToJZl9DqD4aPi+uuvhyzL+MEPfoCRkRHOoJAhbqcNkihWLIHSLEaDBbXUXSMiIjJDsQxjswIRnAQmIqJGafUSoO0oHG3NBDa9BnpdCEWMNQQvFiBfWIzC78snHuRyStOOsYvHPbjhivENwXG/Xca1O4dx1bZBnApESza+ZAC9ek9MR/DCzV59KwLsMrb2VxfsHhrwYGTAu7LSgWX0Oougre5SpYPT6cTjjz+Obdu21WtMdRWJROD1ehEOh+Hx1K/bLpXWiKYd1doyOWB4qXOl97N5vI+zjURE1HDFbiIlSYR2urlSJRZZwvatGxMmeFNARET1FAwnMDXTmveLVJwkiuj1O7C4FDN1v7IkYvvWEcSTGV3XHa0ca1htdZkWz+mArSgK2LKpH8enl/GBe3/L+ud14rPLeMGkF/f/tvRxcsMV4yuNXUv9roqRJREXnDvK6+IOZjgTffv27QgEWIeJqleoU3ZidhmqamgOx7CBXhc8Omebq80Y93kcGOhLF71gGOhzMYBuMgZviIj0KdVMEgDmAxEsLEbKPr/YMuligXkuTyUiIjP5vQ4IAnByNtiyK5hprbFhH3p9TjhsVkzPB03pzQIAOUVFPJnRlejWqAahZhBFYUPTSkkSoAFYyoIB9DoKJXO4/7dLeMW2Pjw6FS66IqAQQH/8ZBjffGwO8cyZ49lnl7F31Tar+X0OxiY6nOFM9J/+9Kf43//7f+Nv/uZv8LznPQ8Wi2XNv7d6djcz0VuHqqr4zTMzqGccfXUW3cxCsOzMeLUZ48xEb5xmBW8YuCeiThSKJIoGKCRJxMSIf8P3Ks93RETUSKqq4umjc6YFZKl+tkwOQFHUutQZ7/M54fPYoQFQFLXk/Vg0nsKxqUVTX7uRChnPB09G8LP/CTZ7OB3Pb5fx1685B8eWkkWzzP/tyQXd2eqr8Xq4sxkOoheaMRRb2tsOjUUZRG8tc6fCWAiUz4Sr1eoSLcFwHNNzoTUBg1qCsJqm4fDRuYo10Ysth+9ERoLNRgPTzQreNCJwzyA9ETWLpmmIxlOIJ9LQALgdVrictqLXeTzfERFRo1W6B+jvdSIYTjLQ3kQWWcLokLehdcaL3Y8Fw/G2radfrIko1d9Nuyc3rAgAgMdPhPGlX86Ufa7fLuPTr926obSLKAh43rYxXg93KMPlXB544IF6jIO61PCAB4tLUV21Wau1ulmo3+uEz+MwLWAZS6QrzrRncwpiibThWuvtxkiw2WhgWs/SvJn5ELxuu6knq1IX7dmcguPTS9g8jpoD6SyNQETNJAgCPC47PC572e2Mnu84OUhERGYolAItd708NqRhfjGCU0tRGMwRJBOMDnkxPRdq6GsWux9r12boj58M40uPlA/YUn1EkrkNNc+39NnxrSfmKz43mMzhaCCxIQivahpOzC5j02gvr307kOEg+otf/OJ6jIO6lCAIGOh3V6zLWov1J1NBEEwLaOd0LlXTu127MhJsriYw3YzJikYE7hsRpCciMoOR8x0nB2vDCQgiorVK9fgofDcKgoCRQS+GBzyIxVOIJtLQNM30JpdU3InZZTRr7mL1/ZjLYYVFlmouJyMAaNTbefxEGP9aIeOZ6mchlsGHf3B0zQoAl1VCLK3vGIqUWDkQDCcQjaUwXqQ8IrU3w0F0AAiFQvjyl7+MI0eOQBAEbN++He9617vg9XrNHh91geF+DwJLsbo0jam2Waheeme723VWXA8jwebCf+vZdnXAoBmTFfUO3Dcru56IqBp6z2OpdK5omTZODurDCQgiouL0JEIJggC3yw5FbZ8Gk52gmcn/q+/HBEHA2LCvbPmfcgplaabnQ7rKAw31u+Fy2hCOJBEIGp+wOTgdqVgyZD2bLELVNGQUrriolbNHxA9+s7GGvt4AOgB47KVDqjlF5bVvBxKNPuGxxx7Dli1bcPvtt2N5eRmBQAC33XYbtmzZgieeeKIeY6QOJwgCJkb9ddm3z1vfAGRhtrucegfym81IsNnItqs1Y7Ki3oH7aj8LIqJm0Hu+W6pwE3lybhmRWJLL7YsorE5af24oTECEIokmjYyIqH2U+i6lzrX6fszncWCgz6XreZNjfdgyOYDJsV5smRzA9q0jkGVJVwBdEkUMD3jhdtrg9ZQviVeMqmo4oKNkSMEFw07YZBGpnMoAumlqixO5ekRs7a8cHJ+ZD/G6t4MYDqLfdNNNuOaaa3D8+HF873vfwz333IPnnnsOr33ta7Fv3746DJG6gc/jwKDOk50Ri0uxut50Fma7yxkb9nV0JrGRYHO1gelmTFbUO3DPUkBE1E70nO96/U7kKtx4KoqGZ08E8NRvpzG7wJuKAr2rk/h5ERGVpue7lDrP6vsxTdMQCicrPmdyrA9+rwNupw1+r3Mlk13vvZff51i5x9dzr7re0UDCUBPRp+fjSOXYPNcMVlnA6y7sRzxT2332Wy8Z2dBUtBgmxnWWqjLRP/ShD0GWzyxbkGUZH/zgB/HYY4+ZOjjqMnUKNNf7pjPf7KZvw4nTIkvYPN7X8Ut3jASbqw1MN2Oyot6Be5YCIqJ2U+l8Z+vRXyVQ1YBTS1E89cwMM6zB1UlERGbQ811KnWX9/ZjeY0CWi4fC9N57eV1nSgsJgoDRIZ+u5xWUqqVN9TXuteL2N27DoKu25LtXbOvDrgn95ayZGNc5DNdE93g8OHHiBLZt27bm8ZMnT8Ltdps2MOo+9crVNrvhZDGVmt10Mj0NXFZf3BjZdrV88AYNqxWrp6ZeLYF7o58bEVErKHe+i8ZThvenqhrrRYKrk4iIzMDvyO6zvnxrredTvc1Jp2aW1zSNLBWUL6VcLW2qn1ds64MoCro/f2ePiHjmzAoAl1XCW3cOY9cmY/0gmRjXOQz/5e7duxfvfve78dnPfhaXX345BEHAQw89hA984AN461vfWo8xUpdwOqwAonXZdySarGsQHdDX7KYTGQ021xKYbvRkRT0D9/UO0hMR1Uup853eG89ipueCXd1ImauTiIhqV813pCyJ0ABddbCp9SwuxeC0W+HzOKBpGrJZfRnepY4Vvc1J1zeNNDqBs7XfAZ9dNlTShWrnc1gA6Pv8nT0S/u6arTi2lEQkmYPHLmNrv0NXCZfVmBjXWQwH0T/72c9CEARcd911yOXyB5zFYsEf//Ef42//9m9NHyB1D7fTBkkUoajmX8AsLsfgdFi7OsutnowEm2sNTDd6sqKegftGZ9cTEdWT3hvPYnKKisXlKCynS391y2quglpXJ2ma1pWr4YiIVtP7XTox6oeiqPlAqqbh2IlAA0dJehVOY5UqsxbKt07Ph3RNhpQ6nxbOpZqmYajfg6VgrGKvl5n5ELxuu+EJHFEUsHfnMO58eNrQ86h6vQ7LSiNQPZ9/PKPg33+ziDddNFTT6zIxrrMIWpXFohOJBI4dOwZN03DOOefA4WiPYE8kEoHX60U4HIbH42n2cGidQjf1erDIErZvHanpC4w3qeUZ+Xz4WZ7Bz4KIOkkoktgwOWhUN04mVroGKtVnpdjn3Y2fHxERYPy7NBiOY2pmuRFDoxYx1O+GzWpZc99V7FwqSaKuoPyWyQE47T349W9nDI1DVTX85b8/g0SGqyAa4Q07R7HZLUPVNBwNJDEXTuHQTKzi89572Zjh8i0Fk2O98HudVT2XWlPVQfR2xSB665s7FcJCoD5lXbZs6ofbZa/queVuUru1HjoREVExmqYhFk/huZMBqDVcaXZDg+7VjAbEqw28ExF1MiPfpdF4CsemFhs9RGoRFlmCz2vH4lLlYGopk2O9kGXJ8HH0zKk4bn9gqurXpcZwWSV85ppzDZdxmRzrg9/La7BOo7ucy7ve9S5d233lK1+pejBEAFDPWZ3j00uYGO01fENZ6iY1m1NwfHppQxkaZoAREVE3EwQBbpcdE6O9NWX4FZZJd8vEtJESYpqmYWY+VHZ/3fb5EREBxr5La+nnQe0vm1NqCqAD+frq1TS1jbAeeluIpRUcDSRw3qD+jHIG0DuX7iD6XXfdhcnJSVx88cXosuR1arB63uYpqramAYgeem5S19dxLwTXjbwOERFRp/F7nUikMlXfoGZzCmKJdFc17tbb+yOWSFcM+nTj50dEBOj/Lq2lnweRJIpwOayIJdKGn+uxG25RSE1iZMJDFAGfp7rqB9T6dP/V3njjjfj2t7+NZ599Fu9617vwv/7X/0Jvb289x0ZdyumwAqhPOZeCQmYWgIoZCnpuUiu9DjPAiIioW40N+eGwWXFybhlqFbVdqsnu6gZ6Pxd+fkRE5fk8DmweB07MLENlwiAZoKgqQpEkJEmAKAqGrnO29Nnh7BERZ030luey6W8cq6pgAkMHM1QTPZ1O43vf+x6+8pWv4JFHHsFrXvMavPvd78bVV1/dNkFC1kRvfZqm4TfPzG7I7jbb0IAHy8H4huYhvV4HPG77SkC91mYzWyYH+AVKRERdr1AnPZpIQwAgigLmTkUqPo/n0eL01vHl50dEpI+maTg+s4RwJNnsoVCHUFUNRwMJRJI5eOwytvY7IIoCDk5HcOCJeYRY0qUtvOaCfrzuwkEApX+nq7GhaOequrHo1NQU7rrrLnzta19DNpvF4cOH4XK5zB6f6RhEbw+VGmU1QqGuuSSJNTWb4RcoERHRRpqm4fDRubKrvSyyhO1bR9omWaOR+PkREdVHMJzA9HwQisIMYaqOqmq470gAD/xuaU2muc8u4wWTXtz/W5YPajc3XDEOABsmP3x2GXt3DuPi8TPxRSYwdK6qizAJggBBEKBpGtQ6ZwxT9yksqZueCyLXpIuXQl3zybG+mprNpNKtMbusaZqu5jpERESNoKcO7diwb+VcxfPYWkY/PyIi0sfvdcDnOdOYVJJEnJwNsvko6XJwOoKv/WoGyezGfNVQMscAepv6+qOzRUvvhJI53PnwNG64YhwXj3tgOX2NSp2p6nIuDz30EF772tfine98J171qldBFMV6jtM0zERvL2tumCURGgBFUSGKAp472ZiTj0WWMDrkramky+bxvqY2GA1FEpiZD6258Ctk2rPxKRERNZOec1SxbSRRQH+vG8MDnq4OFPMcT0RUf62wUppaV6HEx69novjJ76qPG1D78ttlfPq1W3H2pn5ef3Uw3Znof/Inf4Jvf/vb2LRpE975znfi29/+Nvr6+uo5NqKyXdX7/WkEgrG6jyGbU5DNKejvdSEYSqyp1S5Joq5lfs1sMFrqgq+Qab95HPySJyKipvF5HPC67SWzzEudxxRVw0IggkAwhokRf9eeyyp9fkREVLvCSumTc+XLvEyO9WJ6LlT3/l7UOljfnAAgmMwhKshdez3aLXRnoouiiE2bNuHiiy8ue1H+ve99z7TB1QMz0TvLM8/OI5nKNvQ1RVGAzWqBy2GF22lFNJHGqUC04vOaURdL0zT85nezZS/0JEnEheeO8mabiIhajp663wXNXvVFRESdT9M0zC9GsLgUhboqlCJLIsZPT+gayVoXBQGSJCCbY9C9HR2cjuDOh6ebPQxqEZ988/Nx9fNGmj0MqiPdmejXXXcdg2zUcs47exjTc8sIBOMNe01V1ZBIZpBIZnBqKQpJ1Pd3kWtCDb1YPFUxU15RVERjKXjc9gaNioiISJ9YIq27Bu30XBCSKCCnqMzGJiKiuhAEASODXgwPeEquACpkrZ+YXYaqls9ZVDUNm0f7IAgCcjkFyVQWp5YqJ2hR86mqhgNPzDd7GF1n0G1FOqcinGxsMqUefS7WQu90uoPod911Vx2HQVS98ZFejA75EAjGkMnk0NMjwyJLNdUwN0KpcGFUIMtSnUeyUTSR1rXdc9NLmBzrZQYfERG1FCMT0DlFxbETgZWfWReciIjqpVzZUSAfSFdVDSdmK9+TKooKv9cJAPB7AQ0aFpfqX7a03UmSCKe9B5FYquZ92W0WwyvcjwYSLOHSBH/+qm0QRQG3HjjU0Nf12i1lA/dDHht2TPobOCJqhvboBkpUgSiKGOzzYHykF4N9Hvi9Tmwe74OlCYHrYiQxf4JvNL35d5qm4fj0EkKRRF3HQ0REZEQtE9CF3h88txERUTNYLPrOYevPdWNDfkyO9UGSGK4pR1FURGIpeFw2iDpXh5dSTYnYX89wxUAz/J8fPYOrtg1i/94dGPTUP/N7yGPD/r07cMs1F5Tdbt+ebbqrFFD70p2JTtRuVjfaikSTWFwuPZvvdlmRSGTr1gBGUVUc+Z/5hmfEOR1WAPpP7s1sgEpERLSey2GFRZZ0l3QpZmY+BFEUoLDMCxERNZCec5jl9HlpPb/XAZ9nVdNoSYSGfOBYkkQIyK/AkiURqqYhnshgcSmKcmukO7X+uhmZ6Eapqob/ngo3/HUJWIik8J3/mkKf24qPvuF5eOy5JfzfXzxn+ut47BZ8+g8uws6zeleC4/v37sDtPzyCU5EzK/6HPDbs27MNu7cPmT4Gaj26G4t2CjYW7V6hSAIz86E1FzGrl3prmoZYIo1oPKWrUWgxkihULO/SyMZnmqbhN8/MGpocaEYDVCIiolKMNGjTg2VeiIioUSqdw8y6N4zGUzg2tVhxu7M39UMQBGSzCqKxJIKRZM2v3Y2eORXH7Q9MNXsYBMDnsCCUML8++v69O4oGxhVVw6GpIJZiafS5rNgx6WcGehdhJjp1jdWZ6cUawBTq2tXSAHRyrA9Ts8tlm3k2MttbEARMjPoNBR+a0QCViIiolEKDtpOzQVNWjBXKvEyOAbIsFr0mICIiMkPhHFYumcsMeu/hVtdft1ikrguii6JQsdlrKaqq4WgggUgyh9mIvt5jVH9GA+iVapt77Rbccs0FJTPLJVHArrN6Db0mdQ4G0amrVGoAA1Rff1WSBEBA2QA6kL95jyXSDcv2NtIdHmhOA1QiIqJyChPh84EIAktR3U29y5maWTvBzAx1IiKqh0rJXGbQew+3ejszSqa1G2uPhGTKeDPQg9MRHHhino1E29R7d2/BRJ9zJXP85789taEsi8duwd4XbcL1V21hZjmVxCA60TrVXkz0+10VA+gFjc729nkc8LhsePp3c2Wz+ErV5CMiImo2QRAwMuDFcL9nJRAhSSJOzgZNCQAUMtQ3j4OBdCIiMpWeZK5aVFN/XRAEjA37qiqZJokiRFFouwB8tQH0Ox+ersNoyGzrS7uUqle+e/sQrto2yLIsZBiD6ETrVHsxkc7kkMnoOyk3I9tbFMWKpV3Ghn1cyk5ERC1tfSBibFgztWY6m2wTEVG70XMPW+xeb6Vk2lxQd0IYAEyM+qFpwMk5faud25WqajjwxHyzh9F1vHYLNE1DxOCkx7492zDgtukKjLMsC1WDQXSiIkrVrisnpLOenCyJJbO9C81N67XMr1E1+YiIiBqlmnN2OY0uu0ZERGSGau/1VsrNxFOIJtIQADgdViiKhtmF4vsCNpZF6xSra5+HUzmWcGmCD752Oz7/o98CBoPoA24bA+NUVwyiE5VQuJhYXI5idiFs2n77/K6igfFQJFFVcNto4L0RNfmIiIgaacO5TRIxNbOMnIGsutXYZJuIiNpRtfd6giDA7bLD7bKv29/GfQHA4aNzdXsPzcTa58333t1b4HP2YNFg89Yhjw07Jv11GhVRHoPoRGUIgoCBXjcWl2Km1XuzWTf+2YUiiaJL7yrVZ6028F7vmnxERESNtv7cNj5SvoRZOdmcgmA4zolmIiJqO2be6xXbVzSearta6MWszjj32GXE0jl86ZGZZg+r6030ObEUMxZAB/KlXFjTnOqNQXSiCmppuFLM+nromqZhZj5U9jnF6rNWCrxPjmmQZYnZ5kRE1JVqKfOyegUaS54RERGd0QmrtYplnPNOuTX4HT0QDQTDSzUPJaoHBtGJdDCz3qrT3rPm51giXXGf6+uz6gm8T80sr/mZQQAiIuo2q5e1Z7M5zCyEDTVOAyqvCiMiIuom65PC2s3B6QjufHh6w+Od2x61zQjAjkk/Bj1WnCpT0sVjt+DT116EnZt7mYFODSM2ewBE7cLncWD71qg+HMgAAQAASURBVBGMDnlr2s9CILrmZ70z+au30xN4X68QBAhFEoaeR0RE1M4KS9F7fS5MjFRfK3NmPgRN4y02ERF1N5fDCkuFQLqRTOJGUlUNB56Yb/YwqIxgPANJFHDTnvPLbnfrNRfgBWf3MYBODcUgOpEBhRrpslT9n85CIIJoLIlgOI5oPAVJ575Wz/jXsoSOQQAiIupW+ZVlfRtu/vXc7BdWhREREXWzQrnTstu0aHGUo4EEm4a2uD5Xvnnt7u1D2L93BwY91jX/PuSxYf/eHSzfQk3Bci5EBgmCUFOzMgA4diKw8t8WWYIkilDU0svLLas6oQO1LaFbXxqGiIiom6wu8VLoG5LNKjgxu1zxubmcAk3T1jyXPUeIiKjblCp3apEl9PqdWFiMNHF0pUUYQG9pogA8b8K38vPu7UO4atsgDk0FsRRLo89lxY5JP7PPqWkYRCeqQuGi4cTsMlS1tqxuPWVZfN61TUULS+iqrc/eCc1giIiIqlUo8VIQjad0PS+VzuHw0bk1519JFDE+4oPf6zR9nERERK2q2KS0y2FtqfKhbqcV0fiZVWQeO0NgrUzVgKdOhrDrrN6VxyRRWPMzUTOxnAtRlXweBy48dxRiA7LPQuHkmhIsepbQldPuzWCIiIjMpKe+qySJWAhENkxgK6qKqZllzCwE6zlEIiKillOYlPZ7nXA7bRAEoaXuNVcH0AFga78DvgqBdOY4N9dSjKXzqHUxiE5UA1EUsWms/rOixeqwlqrrWsn60jBERETdTtfkdIWFZ4tLMQTDrZN9R0RE1Ax6JqbNZrdb4HT0wO0sf58rigL27hwuu817LhvDm3ew3nazFGqiE7UiBtGJalQIZktiff+cwpEEovHUmox0n8eB7VtHsGVyAJNjvaf/v6/sfsaGfazdSkREtE6pyWmLLGFowFO2d0nBybllLIdiG87XRERE3aLWVdPVSCaziCcyGzLPi7l43IMbrhjfkJHut8u44Ypx7NrkhdfGsi/NMOSxYcekv9nDICqJ3wxEJijUg5sPROrWRCUQjCMQjMMiSxgb9sHncQDYWNc1/1jxJi+rn0dERERr1VrfVVU1nJjNl3XheZeIiLpVqcajreLicQ8uGnXjaCCBSDIHj13G1n4HxNMNK1k7vTn27dnGpqHU0gSty9JkIpEIvF4vwuEwPB5Ps4dDHUhRFDz1zGzdX2fzeF/ZG3NN0zYEAZiBTkREZFw0nsKxqcWqnlvpfE1ERNSp1t+T5nIKZhfCLRlYX01VNfzlvz+DRKbyKjQyx3t3b8G7X3JOs4dBVBan14hMJkkSBvpcWFyK1fV1ZuZD8LrtJQPjxTLUiYiIyDiXwwpJFHWVdFmv0vmaiIioUxW7J/V5HFhcjmJ2IdykUVX25GyUAfQG8thlXH/VlmYPg6gi1kQnqoOxIT8G+lx1fY1izUaJiIjIfIIgYHzEV9VzC+drTdMQjacQDMdZM52IiLqWIAgY6HXXrfmoqmp45lQcj06F8cypOFR17fm2UrkQVdVw4In5uoyNinvhlj6WcaG2wEx0ojoZG/JjZMCLk7NBhKIJrL5XFk9no6k13kAvBCIs00JERNQAfq8TiVSmqpVm4WgSJ2aW2auEiIgIZ5qPHp9eMnW/B6cjOPDEPELJ3MpjPruMvTuHcfF4vpyvopa/B//hkcU1z6f6+/VUCIqqMZBOLY810YkaoFh98nA0acpFgwBgsN8Dp6MHiqIarn/O2ulERET6BcMJTM8HoSjmLPNmzXQiIupWoUjCtOajB6cjuPPh6ZL/fsMV4yuB9Gr3QfXzhetfgF1n9TZ7GERlMROdqAFK1YIzo2O5hnxG+mp6s9uKXbQwM46IiKg0v9cBn8eOWCKNbFbBzHyoqlrpBayZTkRE3crnccDrtmNuMYxTgWjV+9FTguU7T8zjolE3xNPZzqqq4WgggUgyB49dxpY+O8u4NNFSjKVqqfUxiE7URIWLhlgijXA0icCyOc1IszkFx6eXMDmmwe91Ft0mFEkUzYQvPHfzOBhIJyIiKmL15LgoCjWtLCvUTGczcCIi6kaFc6rRILooCoCWL5F6NJCoWIIlmMzhp0eX4bXJWIhl8NCx4JrnuKwSYunaM+KpOn0ua7OHQFQRg+hETVa4aHA7bXA5rKYtZwOAqZllpNI52KzymlItmqZhZj5U9rnMjCMiIqqs1MoyiyzB57FjUccEeSSaZBCdiIi6lsthhUWWDN0HFxqGDvW78btlfVnMdx9aKPlvDKA3z5DHhh2T/mYPg6giBtGJWsjqzHQzlogDa0u9SJKIXq8DFkvlCxRmxhEREemz+vy9usdILJHWFURfDicwOuTjxDUREXWlWhqNLocSGPLZ6zAqapR9e7axqSi1BQbRiVqMmUvE11MUVdfNfEHOpIx4IiKiTles/4nLYYUkihUnxBVF5cQ1ERF1tWp7hmVzCnyiAJ9drljShVrLkMeGfXu2Yff2oWYPhUgXBtGJWpjP48CmURUnZoNNeX1ZlpryukRERJ1AEAT4fQ5dPU84cU1ERN1u/cquZDqrq1a6Bg2/t8WPH/xmsQGjpFr4HRb8+au2YeB0CRdmoFM7EZs9gDvuuANnnXUWbDYbdu3ahV/84hclt/3e976HV7ziFRgYGIDH48Fll12GH/3oRw0cLVHj9fpcGOh1Nfx1LaeXohMREVH1vG59S8xlWYKmaYjGUwiG44jGU9A0rc6jIyIiai2FlV1+r9PQCq0hV08dR0VmCSayGPDYsOusXgbQqe00NYh+4MAB7Nu3Dx/5yEdw8OBBXHnlldizZw9OnDhRdPuf//zneMUrXoH77rsPjz/+OHbv3o3Xve51OHjwYINHTtRYY8N+DPQ1NpA+NszarERERLUqNEsrxyJLyOUUHD46h2NTi5iaWcaxqUUcPjqHUCTRoJESERG1Fj3n0AKPnYUW2sVSTF8jWKJWI2hNTHG59NJLsXPnTnzxi19ceez888/HG97wBuzfv1/XPi644ALs3bsXH/vYx4r+ezqdRjp95g80EolgYmIC4XAYHo+ntjdA1GCqqiKwHEUwkkQqnUU9/npFQcDEqB9+r9P8nRMREXWhUCRRtsfJQJ8Li0ulS75sHu+Dz+Oox9CIiIhaWqVzaIGqavjwD46yLnob+ML1L8Cus3qbPQwiw5qWiZ7JZPD444/j6quvXvP41VdfjUceeUTXPlRVRTQaRW9v6T++/fv3w+v1rvxvYmKipnETNZMoihjs9+K8s4fx/G3j2DI5gMmxXgz1mzchpGoaZhfCzHwjIiIySb5ZWt+GbDqLLGFyrA+hcLLs80/OBrEciiMSSyIaS7LcCxERdY0z59Dy4StRFLB353CDRkXVGjpdC52oHTVtvUsgEICiKBgaWtuFd2hoCPPz87r28bnPfQ7xeBzXXnttyW1uvfVW3HzzzSs/FzLRidpdoVZcgd1mMdzJvJRsTsHx6SUM9WcxPOBhWRciIqIarW+WJp/uPRJLpCueuxVVxYnZ5Q2PW2QJY8M+ZqkTEVHHyylqxW0uHvfghivGceCJeWakt6h9e7axFjq1raYXjVofnNM0TVfA7lvf+hb+6q/+Cv/+7/+OwcHBkttZrVZYrWyOSJ1v/c15KpPDcjBeU1B9IRDBcihe9AZd07QNgQAG24mIiEpbPwEOALkaztOFSe+B3jQ8bjvPxURE1HH0lnMpuHjcg4tG3TgaSOD/99slPDVXulwaNdZ7d2/B7u1DlTckalFNC6L39/dDkqQNWeenTp3akJ2+3oEDB/Dud78b3/3ud/Hyl7+8nsMkaivrb86H+z2IJdKYnQ8hmc5Wtc/CDfrmcawE0kORxIasd2bDERERGSfrbJhWzuJyDIvLMQgC4HM7MDHqhyg2rWojERGRKTRNw8x8yPDzRFHAeYNOJDIKg+gtYsDdg+uv2tLsYRDVpGlX1z09Pdi1axfuv//+NY/ff//9uPzyy0s+71vf+hauv/56fPOb38RrXvOaeg+TqK0VgurnbRnGQK+rpn3NzIegadpKJsD6DPdCsJ211ImIiPRzOawbaqVXS9OAYCSBX/92Bs9NB1gznYiI2pqekmelqKqGA0/oKxVM9bdvz/ks40Jtr6kpKjfffDP+9V//FV/5yldw5MgR3HTTTThx4gRuvPFGAPl65tddd93K9t/61rdw3XXX4XOf+xxe9KIXYX5+HvPz8wiHw816C0RtY2zYj+dvG4Pf64BYxVLvfJA8UDEToBBsJyIiosoEQcDYsM/0/YYjSfz6yDSC4bjp+yYiImqEWkqeHQ0kWBe9hfgcPc0eAlHNmloTfe/evVhaWsInP/lJzM3N4cILL8R9992HyclJAMDc3BxOnDixsv2dd96JXC6H973vfXjf+9638vg73vEO3HXXXY0ePlHbEUURk2N90EY1xOIpHJ9egqLqD3iHo6mK22RzCmKJ9Iaar0RERFScz+PA5nGY1iC8QAMwNbOMRCqDsSG/afslIiJqhFpKnkUYQG8pS7F0s4dAVDNB67KU0UgkAq/Xi3A4DI/H0+zhEDWV0SYtek2O9cLvdZq+XyIiok5WaNqdzeYwsxCGoqim7bvf74LXw+ajRETUPjRNw+Gjc1VNMD9zKo7bH5iqw6ioGl+4/gXYdVZvs4dBVJOmZqITUXMVMt+m54LImXijbkaTNCIiom6zukG4KIqmTnQHgjEEgjFYZAmjQ17IsoRcToEsSwysExFRSyqUPKvmfLi13wGfXWZJlxYw5LFhxyRXxFH7YxCdqMv5PA543XbMByJYWIzUvD/L6ZtxIiIiql69SrxkcwqmZpbXPCaJAvr73Bju9zCYTkRELaXa86EoCti7cxh3Pjxdx9GRHvv2bGNTUeoILOdCRCumZpYQDCdq2sfm8T74PA6TRkRERNTdCiVecjkFkiRCABCOpRBYjpn+WpIoYmLUz/M4ERG1nML5MBxJIBAs3zRbFAWop3t/PX4ijH/95Qy6KvDVIvwOCz74uguwe/tQs4dCZApmohPRiokRv64g+qbRXsydCq/JBJAkEePDvPEmIiIy0+oSLwVuV762+YmZZagm5sMoqorj00twOWLwex3o6ZFZ6oWIiFpC4XzodtogiAIWl0pPJjvtPYjG840s56IZBtCbwGmV8O9/8RL0yGKzh0JkGgbRiWiFKIoY6HOVvSAZ6HOh1+eEIADTcyEoar6WuqKomF0IQRDAQDoREVGdFcqxHZ9ZQjiSNHXfsUQasUQ++CBJInq9DnjcbEpKREStYXTQB1EQcWopimLFFQoB9MdPhPGD3yw2engEQBZFlnChjsMgOhGtMTaUb/hRLJA+0OfC2JAfoUhiQz1VIF9n9fj0EjaPM5BORERUb4Ig4KzxfqiqimNTi4gnM6a/hqKoWFyOYXE5BlEQMNDnxvAAa6cTEVFzhCKJDfXRRUFATlFxNJBAJJmDxy4jksziK/8128SRdrdwMotDU0HsOqu32UMhMg2D6ES0wdiQHyMDXgSCMWQyOfT0yOj3uyCKIjRNw8x8qOzzT84G4XXbeYNNRETUAKIoYutZQwiGE5ieD0JR1Lq8jqppWAhEsBCIwO20wu2yrVwfEBER1VsoksDx6aUNjz9+MowDT8wjlMw1YVRUylIs3ewhEJmKQXQiKkoURQz2bWy+G0ukK3ZFV1QV84EIRga89RoeERERreP3OuDz2PON16LJujQfLYjG04jG05hdCMPrtmPzeB8nz4mIqG5KJXMdnI7gzoenGz8gqqjPZW32EIhMxSA6ERmSqxBAL1gMRDHcz+XeREREjbS68ZrLYcX0XBC5OmWmF4SjSTx5ZBp+rwMupxWKokKWRFgsbExKRETmKJbMpaoaDjwx36QRUTlDHht2TPqbPQwiUzGITkSGyLKkaztV0zC/GMHIILPRiYiImqHQfHQ+EMHCYqTurxcMJxAMJ9Y8Jkkixof98HvZK4WIiKpXLJnraCDBEi4tat+ebWwsSh2HBQyJyBCXw6r7ZLi4FIGq1jf7jYiIiEoTBAEjA15sHu+DRedEuJkURcXUzBJmFoINf20iIuocxZK5Igygt5whjw379+7A7u1DzR4KkemYiU5EhgiCgP5eNxYClTPaVA34ze9mMTHSyww0IiKiJipkpccSaeRyCmRZgtPeg6nZZYQjybq//uJSDA5bD/xeZ91fi4iIOo/LYYVFltaUdPHYGdJqJX/+yvNw7YsmmYFOHYuZ6ERk2PCAB6LO+qaqqmFqZgnPnQxA07Q6j4yIiIhKKdRL93udcDttEEURZ433Y6DP1ZDXn54L8VqAiIiqIggCxoZ9ax7b2u+Aw8KwViNUuvsf8tgYQKeOx28bIjJMEAQM9LsNPSccTeLXv51GKJKovHGL0DQN0XgKwXAc0XiKN/5ERNSRxob8eP62MYwOedHnc8LlsNbldRRVRSyRrsu+iYio8/k8jjXlyURRwMvO623yqLqDrad8+JA10KkbcO0LEVVluN+DwFIMioGa55oGHJ9ewubx/AVQKwtFEpiZD61ZLmiRJYwN+1p+7EREREaJoojBPs/Kz8XOg2Yo1hiOiIhIr/Xlyd430Y+fH/slwslss4fW0ZKZ4vf9XrsFt1xzAWugU1dgJjoRVUUQBEyM+qt67tTMUks3HA1FEjg+vbQhcJDNKTg+vdRW2fRERETV8Hkc2L51BFsmB9Dvd0I0KbusWGM4IiIiI1aXJ/O57bjlmguaPaSuZZVFXLVtsNnDIGoIBtGJqGqF5XR666MXaBrw69/OYGY+2HJlUjRNw8x8qOw2M/Os6UpERJ2vEKQYH+nF884bw5bJAUyM+OFyWivWRi3GIkt1KxVDRETd66ptg/DaLc0eRlc6FU3j0FSw2cMgagiWcyGimvg8DiiKipNzxk+ci8sxLC7HIIoCBnrdsFllyKdvsAWDgXmzxBLpikvXszkFsUQabqetQaMiIiJqrkJAHU6gz++CpmmYX4wgsByFouqbWB4b9jXt/E5ERJ3r0FSQ5VyaaCnGfifUHRhEJ6Ka9fTU9lWiqhoWApGVnyvVHtc0baUGntlBd721WlnTlYiIupkgCBgZ9GJ4wJOfgM7mkFNUpNM5BMMJqKtWbLGnyBn1vIYhIupWDOI2V5+Lq8yoOzCITkQ1czmssMiSac3HCrXHizUgrXfDT721WlnTlYiIaFWG+irjI34Giotg03IiovrwO3uaPYSuNeSxYcdkdb3SiNoNa6ITUc0EQcDYsM/0/a6vPd6Ihp+FCYFyWNOViIiotNUN39xOW9kAuqZpiMZTCIbjJfukFNtGz/NaCZuWExHVxwOHF/DJ7/262cPoWvv2bINkUvNxolbHTHQiMoXP48DkmIapmWXT9pnNKfjdcwuw2ywQRQFLy/Gy28/Mh+B122vKditMCByfXiq5DWu6EhER1U5PZnaxbSRJBDRAUdWSz2slepuW13oNQ0TUbR44vIBbDxxq9jC6gtsmIZo6cy4e8tiwb8827N4+1MRRETUWg+hEZBq/1wlAwNRM6QC0UclUFsmUviYx2ZyCWDwFt8te02v6PA5sHgeXXBMREdVJITN7vdUl3QAU3UZR1A2PlSsF12xsWk5EZD5F1XD7D480exhdw9Yj4y2XbcZEnxN9Lit2TPqZgU5dh0F0IjKV3+uAIAAnZpbXNBVrlGdPBjA51lfzDbTP44DXbWdNVyIiIpPpycyengtWdc5txYxuNi0nIjLfoakgTkXYULRRFiNpfOmBY9i/dwd2ndXb7OEQNQVrohOR6XweB563bQxeT20Z4dXQtHzWWqFGai21Uo3UdCUiIiJ99GRm5xS1qobl2ZyCaDxV7dDqgk3LiYjMtxRjAL0ZPv/D30JRW7sPCVG9MBOdiOpCEAScNd4PVVURCMaQTucAAUins4glMnV//fW12VmKhYiIqDXUO+N6anoJE6O9LXPOLzQtLzcpwKblRETG9Ln4ndkMC5EUDk0FmY1OXYlBdCKqK1EUMdjnWfNYMBzHiZllNHL+ulArdXIMkGWRJVqIiIiapN4Z14qqtVR9dDYtJyIy345JPwY9VpZ0aQKuAqBuxXIuRNRwfq8Tzz9/HB5345tnTc0s4djUIqZmlnFsahGHj84hFEmYtn9N02ouI0NERNTJCpnZ5ciSWHGbSmbmQxvOw806T+eblvdteE8WWcLm8dp7uRARdRtJFHDTnvObPYyuxFUA1K0ErcsiPJFIBF6vF+FwGB6Pp/ITiKiuguH4htIrzVDrDaymaZhfjCCwHF1TI45lZIiIiDYKRRJlM7M3j/cBQNlt9NgyOQCXw4pYIo1wNIlgKAFFVVf+vdHnaU3T2LSciMhEDxxewOfuO4xA9EzJUIdFQCLbVaGuhhny2PC9m66CJPLcRd2HQXQiarpQJIGTc0Eoilp54zqxyBK2bx2p6kZWz/iZZUZERLRWKJLAzHxoTa3w9UHtYtsYMdDrQiiSrPh8nqeJiNpXTlHx74/8D5ZjGXjsMrb2O/AfhxfxH08Hmj20jrN/7w7s3j7U7GEQNQVrohNR0/k8DnjddsTiKUQTaURjKSRT2YaOIZtTML8Ywcig19DzKmXSFczMh+B125ltRkREdNrK+b9MZvbqbcLRJALLMUOvsahze56niYjalyyJeNlF42vuy4bdLDliJlEA/voPLmIAnboag+hE1BIEQYDbZYfbZQcGAVVVEQjGkE7noEFDLqvma5fWcQwLgQgSqTQGet1wO20rN9Klll5rmoaZ+ZCufWdzCmKJNNzOxteBJyIialWCIFQ8Nxa2cTttcDmsNWWml8LzNBFRe8v3nsDKOcJjZ7jLTKoG+Bw9zR4GUVPxW4WIWpIoihjsW1tyqVB3fCEQqdvrRmNpRGNpiIKAXr8TkihiKRhDTtlYP1WSREM38TmTb/iJiIi6zerM9Eg0qTvTXA+ep4mI2tvqc8T4iB//32Nza2qlU22WYulmD4GoqcRmD4CISC9BEDAy6MXm8T5YZKmur6VqGgLLMSwEImsC6EA+W+349BJC4YShfcp1HjMREVE3KGSmjw37i14TWGQJ/b0uw/vleZqIqP0VzhH9fhf+4tXbmz2cjtLnYokc6m7MRCeitrO+hmoqnduQLd4IS6G47m0tp8vAEBERkXlK1VWPJdKG6qfzPE1E1Hl2bx/C/r07cNsPj2AxwizqWgx5bNgx6W/2MIiaikF0ImpL62uoDg94VpZ2L4cTUBocUK/E58nf4K9vmEZERES1KVZX3eWwwiJLusuujQ37eH4mIupAu7cP4YpzB7DnMz9FPM2yXdXat2cbJJHnSepuDKITUUdY3XRsdMhXl1qptVhcjmFxObZST93ncTR7SERERB1LEASMDftwfHqp7HZGzsulGo0TEVFr+/8eepYBdB32vmgSDxyex6lVWftDHhv27dmG3duHmjgyotbAIDoRdZzVAXWnw4qTs8tQVK3ZwwJwpp765nEwkE5ERFRHPo8Dm8eBmfnQmox0SRLR63XA47brDoSHIokN++HEOBFR63vg8AK+9MCxZg+jLVy1bRDvf+V5ODQVxFIsjT6XFTsm/cxAJzqNQXQi6mgrtVLjKSwG44hEk80eEgBgei4Ir9vODDYiIqI6KlUz3cj5NxRJFM1o58Q4EVHrUlQNTxxfxv7v/6bZQ2kLhZrnkihg11m9zR4OUUtiEJ2IOp4gCHC77HC77NA0DZFYEguLESRS2aaNKaeomF8MY2TQ17QxEBERdYNiNdP10jQNM/OhstvMzIdWJsZZ8oWIqPkeOLyA2394ZE1ZEiqPNc+JKmMQnYi6iiAI8Lod8LodCEUSODkXbFoT0oVAFJF4CqMDXrictg032bwRJyIiaq5YIl2xOWk2pyCWSENRVFNKxxARUfUeOLyAWw8cavYwWpbXLiOczK38zJrnRPoxiE5EXWt1qZdoPI1MNod0JodkAzPUk8ksjp0IQBQFuJxW2K0WOB1WKIqG2QXWXiUiImqmXIUAekGpZuaKorK5OBFRgyiqhtt/eKTZw2hpN736fAy4bax5TlQFBtGJqKutLvVSEAzHcXIuCLWBzUhVVUMkmkIkmgIQLboNa68SERE1lixLurZbDicqblPuPM7VZ0REtTs0FWQJlwoG3DbWPCeqEoPoRETr+L1O+DyOfIZ6Ig0BgNNhhcthxdTsMsKR5jYnnZpZgiDkA++80SYiIqofl8MKiyyVLekiiaKh0nCra6gD+cal68vAMGudiMi4pRgD6OUMuvOZ50RUHQbRiYiKKJahDgBnjfcjGI5jei4ERT1zw2yRJaiqtuaxetE04LmTSys/S5KIfr8TNquFQXUiIiITCYKAsWEfjk8vldzG73MgUKSUSymFGupupw2hSKLovo2sPmMWOxFRXp/L2uwhtLRXPH+EpVuIasAgOhGRQSuZ6utuWMPRZNmb7HpRFBULgTMlYERRgNtphdVqgdthLdq0lIiIiPTxeRzYPI6S2eKSJBoKogP5WuuapuHkbLDsdifngmuy1tdjFjsR0Rk7Jv0Y9FhZ0qWE/99T8/iTl5/LQDpRlRhEJyKqgiAIcDttax4rdZPdaKqqIRxNAdEUTiEKQQAG+9wYHvAymE5ERFSFlWbkRTK+NU2rWPJlPVmWMB+IVFzBpigq5hcjGBn0bsg4z+UUTM0sb3hOpSx2Zq4TUaeSRAE37Tkftx441OyhtKSFSAqHpoKsiU5UJQbRiYhMtPom+9RSFNFYqtlDgqYBC4EoTgWi8HkdkEQBPT0y+v0uiKLY7OERERG1hWIT6IXHK5V8Wc0iS3Dae3D8ZEDX9oHlKGxWGbMLYUOB+pOzy5BEYc2KNGauE1Gn2719CPv37sDtPzyyJiPdaZUQTzcv0alVsG48UfUETdO0Zg+ikSKRCLxeL8LhMDweT7OHQ0QdTlVVnApEEFiOIae23tet123D5vF+ZqARERHVqFiAupjN432QJBHHphYbMq5CkBxA2UD/5vE+BtKJqGMoqoZDU0EsxdLwO3vw4QMHEU0xiP6F61/ATHSiKjETnYiojkRRxPCgD8ODPmiahvlABIuBCFolnh6OpvDkkWm4nVa4Xba2y07nknQiImoVq1ejhaNJBEOJDU3ICxnfwXC8YeMqlHeRpPLn95n5UNn660RE7UQShZVg8ePPLTOADmDIY8OOSX+zh0HUthhEJyJqEEEQMDLgxXC/B9F4CvFEGsl0DtFYEs1eExSNpxGNpzG7EIbbZcVgn6flA9Jckk5ERK2mUPLF7bRhbMhXcqJXlqWGj01Rytdfz+YUxBLpoiVriIja2WK0+SU2W8G+PdvYVJSoBgyiExE1mCAI8Ljs8LjsAE5nU8dTiCbSSKeziCUyFW906ykaSyMaW4RFltDrd8LWI7dclncokii6JL1SMzUiIqJGKVVDHQBcDqvhZqSNkGux8RARmSEYyzR7CA3z6otG8Ohzy1hcVQ9+yGPDvj3bsHv7UBNHRtT+GEQnImoyQRDgdtnhXh1UX5W5Fo4mEFhu3LLvgmxOwcJiZOVniyxhZNCDnKIinc4BAuCwWdDTY2logF3TNMzMh8puwyXpRETUyow2I22UVDqLaDzVUhPnRES18jt7mj2EhnnR1gF85A3PW6kH3+eyYseknxnoRCZgEJ2IqMWsz1xzO20YHfQhEIwhk8khp6iIxFJQG1xYPZtTcGI2uOaxwq2/RZYwOuSFLEvIZhXkFAWSKEJRVUiiAEXVIEsSLJbaM9pjiXTFzD0uSSciolbn8ziweRwlm5Hmz60+zC5UblZqloVAFAuBKMujEVFHGfB0zz1Bn8u6ph48EZmHQXQiojYgiiIG+zwrP6/JVpdEaAAisRSWlmNoRnn1bE7B1Myyrm2LBdxFUUAylQU0DVarpWyDU71LzbkknYiIWt3qZqSFc6IsibBY5JVJZ0FAwzPWC+XRfJ4EeiwSIAhwO6xwOW3MUCeitrNj0o9BjxWnVpU46URsHEpUX4KmNbudXWNFIhF4vV6Ew2F4PJ7KTyAiaiOapmFuMYzFQLQpwXQzeT02eF2OlYCCLIlIprOIJzOI6GgOtGVygJnoRETUEUKRBE7OBZvaM6XA57Fj02hvycluIqJW9MDhBdx64FCzh1FX+/fuYN1zojpiEJ2IqAOtblYqIJ+lnkxlmz2shrHIErZvHWG2HBERdQxN0zC/GEFgOQplVUk3iyxBVTUoamMD7F6PDT63o+WajxMRlfLA4QXc/sMjHZeR7rVbcMs1FzCATlRnDKITEXWJ5VAcJ+eW0Q3f+m6nFYP9npWb+vWTCk6HFW4uSScioja0vgG5y2FFOJpsapNSURRg7ZFh7ZHh99ghiiJyisoAOxG1HEXV8J3/msI//OiZZg+lZgKAd73kbLzrxeewcShRA7AmOhFRl+j1OeH3OhCNpxBPpBGJpZFMZZo9rLqIxtOIxhdhkSX4vHYshxLrlsBHAQAWWYTbZYPVIkODhlxORY9FgtVqgaJoZ0rJyBIEADlFhSSJK//N4AARETXa+gbkQOUmpfWmqhqSqSySqSxCkeSaf7PIEnp9+QalGsDa6kTUVJIooM9tbfYwTKEB2Lm5jwF0ogZhEJ2IqIsIggCPyw6Py46RQUBVVQSCMURjKcSTGahqZ6WpZ3MKFpdiZf5dxXIoUdNrWGQJY8O+fGO4eAqReAq5rAKLLEGSRUiigGQ6B2iA1SqvaZpaLJuQQQUiIqrG6ialkWgSi8ulz3+NlM0pWAhEV34+hSgkUYDbZYOqahBFAb1eJ9wuBtaJqDH6XJ0RRAeApVhnlaYhamUMohMRdTFRFDHY58Fgn2dNQDeVzmEpGEOuBRqYtbpsTsHx6SWIoqBrEmJ2IYyBPhecduuGjEGLLMHvc0BAPqtPURTkcipESVwJMABYWU2gAXDZrdCgIZHMFM3wK0yUZDI59PSsDeITEVFnKWSpu502OB0bzzOtQlG1NRnroUgSggAM9nsw2OtCIBhDPJ6BCg02qwxZEvPnWEFgJjsR1WzHpB+DHmtH1EbvpAkBolbHmuhERFTU+izpVspq61aCAAgQoFY4dUuSiIkRP+LJdNFMfLfTCrfLBlmSYLEwA56IqFOtP5c77T1YCESxEIg0e2g1EQTAbrXAYpFg7ZHhOj1xwHMZEen1wOEF3HrgULOHUZNBjxX33PRilnMhahAG0YmISLdCVnM6nQMEwGGzoKfHglxOxexCa2a7UWWFkjQ+j6PZQyEiogYIRRIbstT1rqhqVZIoYmLUz3MZEen2wOEFfOrepxBPt+c9zP69O7B7+1Czh0HUNRhEJyIiUxSy3bJZBTlFgSSKUFQVkihAUbWVrGcG3FvX5vE+Bh+IiLpEsb4c4WiyZUvA6MVzGREZ8Z+/nsVf/dtTzR6GYW+5bBL7XrWt2cMg6iqsiU5ERKYo1GHVw+exrwm4i6KAZCoLaBpUDYjFU8jmWI+90WbmQ/C67VwOT0TUBYqdt1c3J81mFURiyTW1y9vB9FyQ5zIi0m1mOdHsIVTlyvMGmz0Eoq7DIDoRETVcpYD7+qx2WRIhSyKS6Sxi8TTiyUxbLzlvVdmcgsXlKCyyBEkSIQDIKepKhqIgCGt/N7kcsjkV2ZyCHotUtCatpmmIxlOIxVNIZ3IQBAE9FhkuR74haiyeRiKZhqrlSwk4bD1wu9buZ31z1D6fE4lkBtFEGtA0SKKInKIim8tB04AeiwxZFmGR8/8PDYglT28riZBlCUpOQVZRIQoCnA4r3E4bNE3D4nIU8WQGAgBbj4x0VoGqaXDae9DvdyGRyiKbzSGTySKayCCnKBCQr1UPQYAkCeiRZVitMqw9MoLhBDKZHEQh/++imN9G0wBFUZE9vX9RECBbRFhkCT0WGZmMgnQ2C1VRoQGQJAlWiwRV1ZDO5vcnSiKgacjkFIiCAEEUIAsiZIsEn9uOdCaHWDIN9XSDYFGUYLGIsFtlJJI5JFJpqJqGHosEu60HuZyKbDaHZCqL1X9eggCIggANGqABoiTAYbXkfz+nf0f5hsRZaBAgiYAkShAlAbIkQRCQX4WSzSGWzCCXy+9cACBKADRgdQ9jQciXZZDl/POzWSWfFXt6HKIoQlXzT7DIUv64PP08Jacipyj5z0wUTu9bW3k/ogD0nK6hnM4qyCkqBA2QZAG5nIqccuaNW2ThzOd++mFV0yCJwunPQ4AgaLBYZLgdNqiqilNLUWSyOUiiCLstX69Z04BEMo1URoGmabDK+c8mm1WhaCo0FSj3bSYAEPK/aggAeqwyHFYZ6YyCdCYL9fTzC2tLpdN9g9f3hZZlAZIA5JT8ZwIAPbIIi0WGpmlIZXKAqkGQ8n+j1h4JoiggEktBzWnQBMDaI8PrtsFu7cFyKIZoIoNya1oFALIEZJVVP8v534uqaRvGaJEEQAA0TYCqqivvK98PIn/uEAVAtkgQTv9b/jvBBbcr/52Ry+VwYjZ4+vcgQJZFJFI5KIoCaEBPjwSv245kKoN4MgtV1VbegywCkixBUdQzf5eSBEkCkukcTh92K+NRtfwxJYr541ISBQgCoCH/t24/3RAznswgkcyseb+SkP8sVE2AqqkQBRGiICCrKCuvUy0BgCSLcDutGB/2Q5IkY89fdY7u9Tnz3+OxFJbDcaiqBlEUEE+kW3ayO6eo+O2xOdisFlh7LHA72YiUiIpTVA33Pnay2cMwbMhjw45Jf7OHQdR1ml7O5Y477sDf//3fY25uDhdccAE+//nP48orryy5/YMPPoibb74ZTz/9NEZHR/HBD34QN954o+7XYzkXIqL2t3oJeiqdxeJSrGizTYsswW6zIBJLNWGUncUiS/B57QiFk2WX+a+uSRuKJHByNgiliohQYT+lmqOaTRBQNhhIRK1NFAXIkohMtn3LkNSLx2XD2ZsGTN1n4Tx8aimCaCxt6r7rodBwm2VeiGi1x59bxvvuerTZwzCMtdCJmqOpmegHDhzAvn37cMcdd+CKK67AnXfeiT179uDw4cPYtGnThu2fe+45vPrVr8Z73/tefP3rX8fDDz+MP/mTP8HAwADe9KY3NeEdEBFRM6zPZB8e8G7IXLecznYWBAHBcAIn55brkr0uSSKU9emUHSibU3QFsxVVxfHpJQz01Rb8LuynURhAJ2pvqqohozKAXkwklsKzJxZNDaQXzsNuZ34VRmEVjygI8HvsEE+vEEqlc1hcihad6G4kRcmfUzaPg4F0Ilqx1OBJQEePhERG/7nKbpGQXDU5POSxYd+ebQygEzVJUzPRL730UuzcuRNf/OIXVx47//zz8YY3vAH79+/fsP2HPvQhfP/738eRI0dWHrvxxhvx5JNP4pe//KWu12QmOhFRdyqUFYnGkojFM1BVBaKUz1S3WmRo0JDLqflSD1YLFEU7U0pGllZKmxQrcxKOJnFyLqg7mD7Q54LTbm375m1ERNQ+nnfeqOHSLmYonH/jiTQ0AOl0FuFoc1aIWWQJ27eOsLQLEQFobCa6z27B9//yJXj4d4v4u//3NEKJbMXn/OM7LoEoCFiKpdHnsmLHpD9fro6ImqJpmeiZTAaPP/44brnlljWPX3311XjkkUeKPueXv/wlrr766jWPvfKVr8SXv/xlZLNZWCyWDc9Jp9NIp8/MLkYiERNGT0RE7UYQBHhcdnhcdtP3vdKILZ5CJJ5CLqvk64rL+Rq5yXQO0ACrVUa/3wVRzBctLjRvy5elyWFxOVo2Wz5fh1eomNFXWLbeqFIoRETU+mZPhTEx0tvw1y12/i1kr4ciyXw/hQaldWVzCmKJtO5G6ETU2XZM+jHoseJUpP4Z6aFkFk+dDGH39iFcce4Arvncz8oG0oc8Nuzc3MugOVELaVoQPRAIQFEUDA2tXYYyNDSE+fn5os+Zn58vun0ul0MgEMDIyMiG5+zfvx+f+MQnzBs4ERFREYIgwO2yw20gSL+xLI1nJVtPVTUoioJcToUoiej1OuF25bddndHnsucbdCaSGWgA3I4zDdR8HgdGBrwIBGOIxlKIJzJNX1JPRETNkcnkmj2EFaIoYqjfi6F+75o+J7IswWGzIBCMIR7PQIUG2+kGrYlkFtF4quaAe44rwIjoNEkUcNOe83HrgUMNeb1C+ZgeWcSHXndB2dfdt2cbA+hELaapNdEBbFhKp2la2eV1xbYv9njBrbfeiptvvnnl50gkgomJiWqHS0REVDd6s+WLbeN1F6/xKooiBvs8GOzzrAQqstlcvhyNJCGnKJhdCJv2HoiIqDX19DT91q+o9RPKADDU7wX6N26raRpOLUUwd6r61cWy3PiSNkTUunZvH8L+vTtw+w+PrMlIH/LY8P5Xnod/+NFvTctU73NZdb0u654TtaamXUn19/dDkqQNWeenTp3akG1eMDw8XHR7WZbR19dX9DlWqxVWq7XovxEREXWTYoEKTdOwuBRjbXYiog43Ouht9hBqJggCBvs8CCzHqzpvWU73MiEiWm339iFctW0Qh6aCG+qPi6JQMVN90G1FOqcinCxfnmXHpF/36xJR6xGb9cI9PT3YtWsX7r///jWP33///bj88suLPueyyy7bsP2Pf/xjXHLJJUXroRMREVF5giBgbNhn+n4H+lym75OIiKrjcdma0lS0Hmo5b40N+9hUlIiKkkQBu87qxdXPG8Gus87UIi9kjA961k7A+R09eMtlk/jC9S/APTe/GLdcc0HZ/Zcqz1LqdYmo9Qia1rziqAcOHMDb3/52/PM//zMuu+wy/Mu//Au+9KUv4emnn8bk5CRuvfVWzMzM4Gtf+xoA4LnnnsOFF16IG264Ae9973vxy1/+EjfeeCO+9a1v4U1vepOu14xEIvB6vQiHw/B4PPV8e0RERG0jFElgZj5UMrPPIkvwee0IhZNls/8kUcTEqB8+jwOhSAInZ4NQVNXweAr7aVRzVEFAwxrbEZH5RFGALInIZLmqZj2Py4azNw00eximq3TeWq3QcNvnKV76jIioEkXVKmaMP3B4geVZiDpYU4PoAHDHHXfgM5/5DObm5nDhhRfi9ttvx1VXXQUAuP7663H8+HH87Gc/W9n+wQcfxE033YSnn34ao6Oj+NCHPoQbb7xR9+sxiE5ERFTc6uZukiRCAPK1008vfxcEYVVddQW5XA7ZnIpsTkGPRYLLaYP7dFPT1fuMxlOIxVNIZ3IQBAE9FhkuR74haiyeRiKZhqrlg2AOWw/crrX7UVUVgWAMmUwOPT0y+nxOJJIZRBNpQNMgiSJyiopsLgdNA3osMmRZhEXO/z80IJY8va0kQpYlKDkFWUWFKAhwOqxwO2350jbLUcSTGQgAbD0y0lkFqqbBae9Bv9+FRCqLbDaHTCaLaCKDnKJAACBAAAQBkiSgR5Zhtcqw9sgIhhPIZHIQhfy/i2J+G00DFEVF9vT+RUGAbBFhkSX0WGRkMgrS2SxURYUGQJIkWC0SVFVDOpvfnyiJgKYhk1MgCgIEUYAsiJAtEnxuO9KZHGLJNFQlP4khihIsFhF2q4xEModEKg1V09BjkWC39SCXU5HN5pBMZaGuujoUBEAUBGjQAA0QJQEOqyX/+zn9O8rlFKTSWWgQIImAJEoQJQGyJEEQAItFQi6bQyyZQS53up8NAFECoAGKuvb1JFGELOefn80q+SDZ6XGIogj19MSMRZbyx+Xp5yk5FTlFyX9monB639rK+xEFoMciwXr6d5tTVAgaIMkCcjkVOeXMG7fIwpnP/fTDqqbll3YLAjQIEAQNFosMt8MGVVVxaimKTDYHSRRht1lgsUjQNCCRTCOVUaBpGqxy/rPJZlUomgpNBcpdjAsAhPyvGgKAHqsMh1VGOqMgnclCPf38whW9dHqdqbJu7kqWBUgCkFPynwmQb2xmscjQNA2pTA5QNQhS/m/U2iNBFAVEYimoOQ2aAFh7ZHjdNtitPVgOxRBNZMpOPgkAZAkoxLWF0+OAlv8s14/RIgmAAGiaAFVVV96XIJz+HAQBogDIFgnC6X/Lfye44HblvzNyuRxOzAZP/x4EyLKIRCoHRVEADejpkeB125FMZRBPZqGq2sp7kEVAkiUoinrm71KSIElAMp1DYT6wMB5Vyx9Topg/LiVRyE/IIf+3bj/dEDOezCCRzKx5v5KQ/yxUTYCqqRAFEaIgIKsoqGLeccPnLski3E4rxof9HZOBXszqXh+Z099fhaC6RZZg7bHA7TzTcJuIqN70BNuJqD01PYjeaAyiExEREREREREREZFeTauJTkRERERERERERETU6hhEJyIiIiIiIiIiIiIqgUF0IiIiIiIiIiIiIqISGEQnIiIiIiIiIiIiIiqBQXQiIiIiIiIiIiIiohIYRCciIiIiIiIiIiIiKoFBdCIiIiIiIiIiIiKiEhhEJyIiIiIiIiIiIiIqgUF0IiIiIiIiIiIiIqISGEQnIiIiIiIiIiIiIiqBQXQiIiIiIiIiIiIiohLkZg+g0TRNAwBEIpEmj4SIiIiIiIgIcLvdEASh2cMgIiKiErouiB6NRgEAExMTTR4JERERERERERAOh+HxeJo9DCIiIipB0Aqp2V1CVVXMzs62xUx/JBLBxMQETp48yQsqalk8Tqkd8DildsDjlNoBj1NqF+12rLbD/SkREVE367pMdFEUMT4+3uxhGOLxeNriwo+6G49Tagc8Tqkd8DildsDjlNoFj1UiIiIyAxuLEhERERERERERERGVwCA6EREREREREREREVEJDKK3MKvVio9//OOwWq3NHgpRSTxOqR3wOKV2wOOU2gGPU2oXPFaJiIjITF3XWJSIiIiIiIiIiIiISC9mohMRERERERERERERlcAgOhERERERERERERFRCQyiExERERERERERERGVwCA6EREREREREREREVEJDKI32R133IGzzjoLNpsNu3btwi9+8Yuy2z/44IPYtWsXbDYbzj77bPzzP/9zg0ZK3czIcfq9730Pr3jFKzAwMACPx4PLLrsMP/rRjxo4WupWRr9PCx5++GHIsowdO3bUd4BEMH6cptNpfOQjH8Hk5CSsViu2bNmCr3zlKw0aLXUro8fpN77xDVx00UVwOBwYGRnBO9/5TiwtLTVotNSNfv7zn+N1r3sdRkdHIQgC7r333orP4X0UERER1YJB9CY6cOAA9u3bh4985CM4ePAgrrzySuzZswcnTpwouv1zzz2HV7/61bjyyitx8OBBfPjDH8b73/9+/Nu//VuDR07dxOhx+vOf/xyveMUrcN999+Hxxx/H7t278brXvQ4HDx5s8Mipmxg9TgvC4TCuu+46vOxlL2vQSKmbVXOcXnvttfjJT36CL3/5y3jmmWfwrW99C9u2bWvgqKnbGD1OH3roIVx33XV497vfjaeffhrf/e538eijj+I973lPg0dO3SQej+Oiiy7CP/3TP+nanvdRREREVCtB0zSt2YPoVpdeeil27tyJL37xiyuPnX/++XjDG96A/fv3b9j+Qx/6EL7//e/jyJEjK4/deOONePLJJ/HLX/6yIWOm7mP0OC3mggsuwN69e/Gxj32sXsOkLlftcfqWt7wFW7duhSRJuPfee3Ho0KEGjJa6ldHj9D//8z/xlre8Bc8++yx6e3sbOVTqYkaP089+9rP44he/iGPHjq089o//+I/4zGc+g5MnTzZkzNTdBEHAPffcgze84Q0lt+F9FBEREdWKmehNkslk8Pjjj+Pqq69e8/jVV1+NRx55pOhzfvnLX27Y/pWvfCUee+wxZLPZuo2Vulc1x+l6qqoiGo0yAER1U+1x+tWvfhXHjh3Dxz/+8XoPkaiq4/T73/8+LrnkEnzmM5/B2NgYzj33XPzlX/4lkslkI4ZMXaia4/Tyyy/H9PQ07rvvPmiahoWFBdx99914zWte04ghE+nC+ygiIiKqldzsAXSrQCAARVEwNDS05vGhoSHMz88Xfc78/HzR7XO5HAKBAEZGRuo2XupO1Ryn633uc59DPB7HtddeW48hElV1nB49ehS33HILfvGLX0CWeSqk+qvmOH322Wfx0EMPwWaz4Z577kEgEMCf/MmfYHl5mXXRqS6qOU4vv/xyfOMb38DevXuRSqWQy+VwzTXX4B//8R8bMWQiXXgfRURERLViJnqTCYKw5mdN0zY8Vmn7Yo8TmcnocVrwrW99C3/1V3+FAwcOYHBwsF7DIwKg/zhVFAVve9vb8IlPfALnnntuo4ZHBMDY96mqqhAEAd/4xjfwwhe+EK9+9atx22234a677mI2OtWVkeP08OHDeP/734+PfexjePzxx/Gf//mfeO6553DjjTc2YqhEuvE+ioiIiGrB9Lsm6e/vhyRJG7J6Tp06tSFLomB4eLjo9rIso6+vr25jpe5VzXFacODAAbz73e/Gd7/7Xbz85S+v5zCpyxk9TqPRKB577DEcPHgQf/qnfwogH6zUNA2yLOPHP/4xXvrSlzZk7NQ9qvk+HRkZwdjYGLxe78pj559/PjRNw/T0NLZu3VrXMVP3qeY43b9/P6644gp84AMfAAA8//nPh9PpxJVXXolPfepTzPCllsD7KCIiIqoVM9GbpKenB7t27cL999+/5vH7778fl19+edHnXHbZZRu2//GPf4xLLrkEFoulbmOl7lXNcQrkM9Cvv/56fPOb32RNVKo7o8epx+PBU089hUOHDq3878Ybb8R5552HQ4cO4dJLL23U0KmLVPN9esUVV2B2dhaxWGzlsd/97ncQRRHj4+N1HS91p2qO00QiAVFce0shSRKAM5m+RM3G+ygiIiKqmUZN8+1vf1uzWCzal7/8Ze3w4cPavn37NKfTqR0/flzTNE275ZZbtLe//e0r2z/77LOaw+HQbrrpJu3w4cPal7/8Zc1isWh33313s94CdQGjx+k3v/lNTZZl7Qtf+II2Nze38r9QKNSst0BdwOhxut7HP/5x7aKLLmrQaKlbGT1Oo9GoNj4+rr35zW/Wnn76ae3BBx/Utm7dqr3nPe9p1lugLmD0OP3qV7+qybKs3XHHHdqxY8e0hx56SLvkkku0F77whc16C9QFotGodvDgQe3gwYMaAO22227TDh48qE1NTWmaxvsoIiIiMh/LuTTR3r17sbS0hE9+8pOYm5vDhRdeiPvuuw+Tk5MAgLm5OZw4cWJl+7POOgv33XcfbrrpJnzhC1/A6Ogo/s//+T9405ve1Ky3QF3A6HF65513IpfL4X3vex/e9773rTz+jne8A3fddVejh09dwuhxStQMRo9Tl8uF+++/H3/2Z3+GSy65BH19fbj22mvxqU99qllvgbqA0eP0+uuvRzQaxT/90z/hL/7iL+Dz+fDSl74Uf/d3f9est0Bd4LHHHsPu3btXfr755psBnLne5H0UERERmU3QNK6zJCIiIiIiIiIiIiIqhjXRiYiIiIiIiIiIiIhKYBCdiIiIiIiIiIiIiKgEBtGJiIiIiIiIiIiIiEpgEJ2IiIiIiIiIiIiIqAQG0YmIiIiIiIiIiIiISmAQnYiIiIiIiIiIiIioBAbRiYiIiIiIiIiIiIhKYBCdiIiIiIiIiIiIiKgEBtGJiIhIt+PHj0MQBBw6dKim/fzsZz+DIAgIhUKmjIuIiIiIiIioXhhEJyIiamHXX389BEGAIAiwWCw4++yz8Zd/+ZeIx+PNHppuL3nJS7Bv3741j11++eWYm5uD1+ttzqCIiIiIiIiIdJKbPQAiIiIq71WvehW++tWvIpvN4he/+AXe8573IB6P44tf/GKzh1a1np4eDA8PN3sYRERERERERBUxE52IiKjFWa1WDA8PY2JiAm9729vwh3/4h7j33nvx5JNPYvfu3XC73fB4PNi1axcee+yxlec98sgjuOqqq2C32zExMYH3v//9azLYBUHAvffeu+a1fD4f7rrrrpWff/WrX+Hiiy+GzWbDJZdcgoMHD24Y34MPPogXvvCFsFqtGBkZwS233IJcLgcgn0n/4IMP4h/+4R9WMuqPHz++oZzLXXfdBZ/Phx/84Ac477zz4HA48OY3vxnxeBz/9//+X2zevBl+vx9/9md/BkVRVl47k8nggx/8IMbGxuB0OnHppZfiZz/7We0fOhEREREREdFpDKITERG1Gbvdjmw2iz/8wz/E+Pg4Hn30UTz++OO45ZZbYLFYAABPPfUUXvnKV+L3f//38etf/xoHDhzAQw89hD/90z/V/TrxeByvfe1rcd555+Hxx///7N15fBT1/T/w1+zsZo/slfuEBBDkUEDAA6koahG0Uo8qHq0Hamu1VbBq5WfrVZV6VKi1HrVWvrVW0WotKng2ldYbEEUDikACuc/dzWaTTXZ2fn/EXbPZa3azV5LX8/Hw8ZDd2dlPhpDMvuc9r/c23Hbbbbj++usDtqmvr8epp56KI488Ep9++ikeeeQRPPHEE7jzzjsBAL///e8xf/58XHHFFWhsbERjYyPGjRsX8v1cLhcefPBBPPvss3jttdfwn//8B2eddRY2bdqETZs24amnnsKf/vQn/OMf//C/5tJLL8W7776LZ599Fp999hnOOeccLFmyBHv27In1sBIRERERERGFxDgXIiKiEeSjjz7C3//+d5x00knYvHkzbrjhBkydOhUAMHnyZP929913Hy644AJ/FvnkyZPx4IMP4vjjj8cjjzwCnU4X9b2efvppSJKEv/zlLzAYDJgxYwbq6urw05/+1L/Nww8/jHHjxuGhhx6CIAiYOnUqGhoa8Mtf/hK33HILLBYLsrKyYDAYosa39Pf345FHHsGkSZMAAD/4wQ/w1FNPobm5GUajEdOnT8eiRYtQVVWF5cuXY+/evXjmmWdQV1eH0tJSAMD111+P1157DU8++STuvvvumI4tERERERERUSgsohMREWW4V155BUajER6PB/39/fj+97+PP/zhD3j44Ydx+eWX46mnnsLJJ5+Mc845x1+A3rZtG77++ms8/fTT/v3Isgyv14v9+/dj2rRpUd93165dmDVrFgwGg/+x+fPnB20zf/58CILgf2zBggVwOp2oq6vD+PHjFX+dBoPBv34AKCoqQmVlJYxGY8BjLS0tAIDt27dDlmVMmTIlYD9utxt5eXmK35eIiIiIiIgoEhbRiYiIMtyiRYvwyCOPQKPRoLS01B/Zctttt+GCCy7Aq6++is2bN+PWW2/Fs88+izPPPBNerxc/+clPcM011wTtz1fYFgQBsiwHPNff3+///6HPhSLLckABffDrhj4eje/r8hEEIeRjXq8XAOD1eiGKIrZt2wZRFAO2G1x4JyIiIiIiIhoOFtGJiIgyXHZ2Ng455JCQz02ZMgVTpkzBqlWrcP755+PJJ5/EmWeeiTlz5uCLL74I+zoAKCgoQGNjo//Pe/bsgcvl8v95+vTpeOqpp9DT0wO9Xg8A+OCDDwL2MX36dLzwwgsBxfT33nsPJpMJZWVlAICsrKyAYaCJcsQRR0CSJLS0tOC4445L+P6JiIiIiIiIAA4WJSIiGpF6enrws5/9DP/5z39QW1uLd999Fx9//LE/puWXv/wl3n//fVx99dXYsWMH9uzZg40bN+LnP/+5fx8nnngiHnroIWzfvh1bt27FlVdeGdD5fcEFF0ClUuGyyy5DdXU1Nm3ahPvvvz9gHVdddRUOHjyIn//859i9ezf+9a9/4dZbb8V1110HlWrgNKOyshIffvghampq0NbW5u8kH64pU6bgwgsvxEUXXYQXX3wR+/fvx8cff4x77rkHmzZtSsh7EBEREREREbGITkRENAKJooj29nZcdNFFmDJlCs4991wsXboUt99+OwBg5syZeOedd7Bnzx4cd9xxOOKII/DrX/8aJSUl/n387ne/w7hx47Bw4UJccMEFuP766wPyz41GI15++WVUV1fjiCOOwM0334x77rknYB1lZWXYtGkTPvroI8yaNQtXXnklLrvsMvzqV7/yb3P99ddDFEVMnz4dBQUFOHDgQMKOw5NPPomLLroIv/jFL3DooYdi2bJl+PDDDzFu3LiEvQcRERERERGNbYKsJPCUiIiIiIiIiIiIiGgMYic6EREREREREREREVEYLKITEREREREREREREYXBIjoRERERERERERERURgsohMRERERERERERERhcEiOhERERERERERERFRGCyiExERERERERERERGFwSI6EREREREREREREVEYLKITEREREREREREREYXBIjoRERERERERERERURgsohMRERERERERERERhcEiOhERERERERERERFRGCyiExERERERERERERGFwSI6EREREREREREREVEYLKITEREREREREREREYXBIjoRERERERERERERURgsohMRERERERERERERhcEiOhERERERERERERFRGCyiExERpdn69eshCELAfwUFBTjhhBPwyiuvpHt5UfnWv3Xr1oTu94QTTvAfD5VKBZPJhEMOOQTnnHMO/vGPf8Dr9YZ8ndvtxkMPPYTvfOc7yMnJQVZWFsrKynDuuefinXfeSegaiYiIiCg1eM4cGs+ZiVKDRXQiIqIM8eSTT+L999/He++9hz/96U8QRRGnn346Xn755XQvLW0mTpzoPyYvvfQSbrrpJvT09OCcc87BCSecALvdHrB9W1sbFixYgOuuuw6HHXYY1q9fj7fffhu/+93vIIoiTjrpJHz66adp+mqIiIiIaLh4zhyM58xEyadO9wKIiIhowGGHHYZ58+b5/7xkyRLk5OTgmWeewemnnx72dZIkwePxQKvVpmKZKaXX63HMMccEPHb55ZfjySefxIoVK/DjH/8YGzZs8D930UUX4dNPP8Xrr7+OE088MeB15513Hq677jrk5OSkZO1ERERElHg8Zw7Gc2ai5GMnOhERUYbS6XTIysqCRqPxP1ZTUwNBEHDvvffizjvvxIQJE6DValFVVYXe3l784he/wOzZs2GxWJCbm4v58+fjX//6V9C+BUHAz372Mzz11FOYNm0aDAYDZs2aFfJW2N27d+P8889HUVERtFotxo8fj4suughutztgu66uLvz0pz9Ffn4+8vLycNZZZ6GhoSHxBwbApZdeilNPPRXPP/88amtrAQDbtm3D5s2bcdlllwV9GPA58sgjMX78+KSsiYiIiIhSj+fM4fGcmShxWEQnIiLKEL7umP7+ftTV1WHlypXo7u7GBRdcELTtgw8+iH//+9+4//77sXnzZkydOhVutxsdHR24/vrr8dJLL+GZZ57Bd77zHZx11ln461//GrSPV199FQ899BDuuOMOvPDCC8jNzcWZZ56Jffv2+bf59NNPceSRR+KDDz7AHXfcgc2bN2PNmjVwu93o6+sL2N/ll18OjUaDv//977j33nvxn//8Bz/84Q8DtvFlQa5fv37Yx2vZsmWQZRn//e9/AQBvvPEGAOCMM84Y9r6JiIiIKDPxnDk2PGcmSgzGuRAREWWIobdgarVaPPTQQzjllFOCttXpdHj99dcDOm6AgYxIH0mScNJJJ6GzsxPr1q3DRRddFLBtT08P3nrrLZhMJgDAnDlzUFpaiueeew433XQTAOC6666DWq3GRx99hIKCAv9rL7zwwqA1LVmyBA8++KD/zx0dHbjxxhvR1NSE4uJiAIBKpYIoilCphn8dv6KiAgD8nTsHDhwAAEyYMGHY+yYiIiKizMRz5tjwnJkoMVhEJyIiyhB//etfMW3aNAADw37++c9/4uqrr4YkSfjZz34WsO2yZcuCPgwAwPPPP49169bh008/RXd3t/9xnU4XtO2iRYv8HwYAoKioCIWFhf5bPV0uF9555x1cdtllAR8Gwlm2bFnAn2fOnAkAqK2t9X8guOiii4I+mMRLluWE7IeIiIiIRg6eM8eG58xEicE4FyIiogwxbdo0zJs3D/PmzcOSJUvw2GOPYfHixbjxxhths9kCti0pKQl6/Ysvvohzzz0XZWVl+Nvf/ob3338fH3/8MVasWIHe3t6g7fPy8oIe02q16OnpAQB0dnZCkiSUl5crWv/Q/fmGNvn2l2i+Dy6lpaUA4M9t3L9/f1Lej4iIiIjSj+fMseE5M1FisIhORESUwWbOnImenh589dVXAY8LghC07d/+9jdMmDABGzZswBlnnIFjjjkG8+bNCxpmpFRubi5EUURdXV1cr0+2jRs3QhAELFy4EAD8t/C+9NJLaVwVEREREaUaz5nD4zkzUWKwiE5ERJTBduzYAQCKbg0VBAFZWVkBHxaamprwr3/9K6731uv1OP744/H888+jra0trn0ky5NPPonNmzfj/PPP93fTzJkzB0uXLsUTTzyBf//73yFft3XrVn8OJBERERGNDjxnDo3nzESJw0x0IiKiDPH555/D4/EAANrb2/Hiiy/izTffxJlnnqlo8M/3vvc9vPjii7jqqqvwgx/8AAcPHsRvfvMblJSUYM+ePXGt6YEHHsB3vvMdHH300bjppptwyCGHoLm5GRs3bsRjjz0WkA+pxF//+lesWLECf/nLXxTlPPb09OCDDz7w//++ffvw0ksv4ZVXXsHxxx+PRx99NGj/S5YswdKlS7FixQosXboUOTk5aGxsxMsvv4xnnnkG27Zt83+IICIiIqKRhefMwXjOTJR8LKITERFliEsvvdT//xaLBRMmTMADDzyAq666SvHrW1pa8Oijj+Ivf/kLJk6ciJtuugl1dXW4/fbb41rTrFmz8NFHH+HWW2/F6tWr0dXVheLiYpx44onIysqKeX9erxeSJMHr9Sraft++fZg/fz4AIDs7G0VFRZgzZw6ef/55nHXWWVCpAm+qy8/Px//+9z88/vjjeOaZZ/D3v/8dLpcLhYWFOOaYY7Bx40bMmjUr5nUTERERUWbgOXMwnjMTJZ8gc0wvEREREREREREREVFIzEQnIiIiIiIiIiIiIgqDRXQiIiIiIiIiIiIiojBYRCciIiIiIiIiIiIiCoNFdCIiIiIiIiIiIiKiMFhEJyIiIiIiIiIiIiIKY8wV0WVZhsPhgCzL6V4KEREREREREREREWW4MVdE7+rqgsViQVdXV7qXQkREREREREREREQZbswV0YmIiIiIiIiIiIiIlGIRnYiIiIiIiIiIiIgoDBbRiYiIiIiIiIiIiIjCYBGdiIiIiIiIiIiIiCgMFtGJiIiIiIiIiIiIiMJQp3sBmUqSJPT396d7GTRCaTQaiKKY7mUQERERERERERHRMLGIPoQsy2hqaoLNZkv3UmiEs1qtKC4uhiAI6V4KERERERERERERxYlF9CF8BfTCwkIYDAYWQClmsizD5XKhpaUFAFBSUpLmFREREREREREREVG8WEQfRJIkfwE9Ly8v3cuhEUyv1wMAWlpaUFhYyGgXIiIiIiIiIiKiEYqDRQfxZaAbDIY0r4RGA9/3EbP1iYiIiIiIiIiIRi4W0UNghAslAr+PiIiIiIiIiIiIRr60FtG3bNmC008/HaWlpRAEAS+99FLU17zzzjuYO3cudDodJk6ciEcffTT5CyUiIiIiIiIiIiKiMSmtRfTu7m7MmjULDz30kKLt9+/fj1NPPRXHHXccPvnkE/y///f/cM011+CFF15I8kqJiIiIiIiIiIiIaCxK62DRpUuXYunSpYq3f/TRRzF+/HisW7cOADBt2jRs3boV999/P84+++wkrXJsWL9+PVauXAmbzZbupcTkhBNOwOzZs/3fE5WVlVi5ciVWrlyZ1nUREREREVFqSF4ZW/e1Y9OOejTaepAlCsgxalGaY8C8iXmYU5kLUcWoRSKisUaWZThdbng8EtRqEUaDltG7FLe0FtFj9f7772Px4sUBj51yyil44okn0N/fD41GE/Qat9sNt9vt/7PD4Uj6OoH0/EM9ePAgbrvtNmzevBltbW0oKSnBGWecgVtuuQV5eXn+7TKl0PzJJ5/g7rvvxpYtW2C32zF+/Hgcf/zxuOGGGzBlypS0ro2IiIiIiFJP8srYvr8DW/e3o9nei0KzFia9Bk63B5ABk04Dh6sfzY4eyJDRbHfj84M2SHLo/f3ff/fDotfgpmUzsGh6UWq/GCIiSglZluHs7kWXyw0BQLZBC0nyoqHZjn6P5N9OoxZRVmyF1WxI32JpxBpRRfSmpiYUFQWe+BQVFcHj8fiLxkOtWbMGt99+e6qWCACwOVyob7Kl9B/qvn37MH/+fEyZMgXPPPMMJkyYgC+++AI33HADNm/ejA8++AC5ublJee9Iwl3ceOWVV3D22WfjlFNOwdNPP41JkyahpaUFzz//PH79619jw4YNKV8rERERERElX5/Hi+c/rMWnBzqh14iYXGxGvlmL+g4XNrxfC0evJ6HvZ+/px+oNO7Bm+WwW0omIRhmbw4WDjZ2QJO+gR7tCbtvvkVBT147KcrCQTjFLayZ6PIZ2c8uyHPJxn9WrV8Nut/v/O3jwYFLXZ3O4UFPXHlBAB779h2pzuJLyvldffTWysrLwxhtv4Pjjj8f48eOxdOlSvPXWW6ivr8fNN98MYCD+pLa2FqtWrYIgCEHH7fXXX8e0adNgNBqxZMkSNDY2Bjz/5JNPYtq0adDpdJg6dSoefvhh/3M1NTUQBAHPPfccTjjhBOh0Ovztb38LWqvL5cKll16KU089FRs3bsTJJ5+MCRMm4Oijj8b999+Pxx57zL9tdXU1Tj31VBiNRhQVFeFHP/oR2traFB+X2267DePHj4dWq0VpaSmuueYaxa8lIiIiIqLhk7wytu3vwBs7G/Gr53dg4W/exB/e+Apbdrfi9Z1NeOjNr3DbCzvxeNXehBfQB1u7eRckb5iWdSIiGnF8NbjAAnp0dY2d/noikVIjqoheXFyMpqamgMdaWlqgVqsD4koG02q1MJvNAf8liyzLqG+yRdymvsmW8H+oHR0deP3113HVVVdBr9cHPFdcXIwLL7wQGzZsgCzLePHFF1FeXo477rgDjY2NAUVyl8uF+++/H0899RS2bNmCAwcO4Prrr/c///jjj+Pmm2/GXXfdhV27duHuu+/Gr3/9a/zf//1fwHv+8pe/xDXXXINdu3bhlFNOCVrv66+/jra2Ntx4440hvx6r1QoAaGxsxPHHH4/Zs2dj69ateO2119Dc3Ixzzz1X0XH5xz/+gbVr1+Kxxx7Dnj178NJLL+Hwww9X9FoiIiIiIord4IL5tv0deHNnI067rwpXr/8Yt/zjM7z1eXPa1tbicGNHbWfa3p+IiJSRZRld3b3otHejq7s3ZB1NSQ0uHI/kRVNbauKeafQYUXEu8+fPx8svvxzw2BtvvIF58+aFjAxJNafLHdSBPlS/R4LT5YYpW5ew992zZw9kWca0adNCPj9t2jR0dnaitbUVhYWFEEURJpMJxcXFgWvr78ejjz6KSZMmAQB+9rOf4Y477vA//5vf/Aa/+93vcNZZZwEAJkyYgOrqajz22GO4+OKL/dutXLnSv0249QLA1KlTI35djzzyCObMmYO7777b/9hf/vIXjBs3Dl999VXU3PQDBw6guLgYJ598MjQaDcaPH4+jjjoq4muIiIiIiEi5Po8X//iwFp8esMHe04ea1m7YXP3pXlZY7U539I2IiCisZM8AVBqRrKQGF0lzqwN6rYaxLqRYWovoTqcTX3/9tf/P+/fvx44dO5Cbm4vx48dj9erVqK+vx1//+lcAwJVXXomHHnoI1113Ha644gq8//77eOKJJ/DMM8+k60sI4FH4j1fpdokSLfLGx2Aw+AvoAFBSUoKWlhYAQGtrKw4ePIjLLrsMV1xxhX8bj8cDi8USsJ958+YpWk8027ZtQ1VVFYxGY9Bze/fujVpEP+ecc7Bu3TpMnDgRS5YswamnnorTTz8davWIunZERERERJRRJK+MHbWd+Pt7+/HuV8qjFjNBnlGb7iUQEY1YyZ4B6ItnGSpUlnkiamv1TTZYTPqEXgSg0Sut1cStW7di0aJF/j9fd911AICLL74Y69evR2NjIw4cOOB/fsKECdi0aRNWrVqFP/7xjygtLcWDDz6Is88+O+VrD0WtFhO6nVKHHHIIBEFAdXU1zjjjjKDnd+/ejZycHOTn50fcz9BufkEQ/AVvr3cgX+rxxx/H0UcfHbCdKAZ+PdnZ2RHfx1f83r17N+bPnx92O6/Xi9NPPx333HNP0HOhhsgONW7cOHz55Zd488038dZbb+Gqq67Cfffdh3feeScj7lwgIiIiIspkklfG9poOfLy3Hbsa7NBpVDDqNNi6rwOtXSOvo7vQrMXsipx0L4OIaMSRZRlNrQ40h4hASdSwTlmWcbAhcuTW4KJ3r3v4MzSSkRZBo1dai+gnnHBCxK7k9evXBz12/PHHY/v27UlcVfyMBi00ajHi7SSab251SaS8vDx897vfxcMPP4xVq1YF5KI3NTXh6aefxkUXXeS/spaVlQVJiu2KXVFREcrKyrBv3z5ceOGFw1rv4sWLkZ+fj3vvvRf//Oc/g5632WywWq2YM2cOXnjhBVRWVsbdPa7X67Fs2TIsW7YMV199NaZOnYqdO3dizpw5w/oaiIiIiIhGI1+X+Tu7mrFxex16+2Mb1pbJVi2dBlHFbkMiolDCxbSE6j4PZbhd3U1tDkjeyL9zfEVvSfKGLOjHI9VpETRyMdcigQRBQFmxNeStJz5lxdak3Cby0EMP4dhjj8Upp5yCO++8ExMmTMAXX3yBG264AWVlZbjrrrv821ZWVmLLli0477zzoNVqo3ao+9x222245pprYDabsXTpUrjdbmzduhWdnZ3+uwiUyM7Oxp///Gecc845WLZsGa655hoccsghaGtrw3PPPYcDBw7g2WefxdVXX43HH38c559/Pm644Qbk5+fj66+/xrPPPovHH388qAN+qPXr10OSJBx99NEwGAx46qmnoNfrUVFRoXitRERERESjka9Y3u50I8840KG9ZXcL1m7ehRbHyOsyj8Si1+CmZTOwaHpRupdCRJSRQhXKRZUAo1EHu6NH0T7CdXX7ivP9/R54JC/UogiNRkS2PgvdPX3weCSIogqtCovifX39aGrtUv7FRZHotAgavVhETzCr2YDKciQ1IyqUyZMnY+vWrbjtttuwfPlytLe3o7i4GGeccQZuvfVW5Obm+re944478JOf/ASTJk2C2+1WnFF++eWXw2Aw4L777sONN96I7OxsHH744Vi5cmXM6/3+97+P9957D2vWrMEFF1wAh8OBcePG4cQTT8Sdd94JACgtLcW7776LX/7ylzjllFPgdrtRUVGBJUuWQKVSRX0Pq9WK3/72t7juuusgSRIOP/xwvPzyy8jLy4t5vUREREREo0VVdXNQsdyQJcLVN7K78dQCUJprQKEpCzlGLUpzDJg3MQ9zKnPZgU5EFEa4HHLJKysuoPsM7epW2sUeC1dvf8L2l4y0CBq9BFlpBXWUcDgcsFgssNvtMJvNAc/19vZi//79mDBhAnS64eUhJXtaMWW+RH4/ERERERHFami3+eHjrHjqf/vweNXedC8tLAHA4A+oeo0KJ0wrRKFVD8iASaeBw9WPZkcPZMgQIKDYqse8CXmYM4HFciKiWMiyjOo9jQkrSk+qKIApWxcxQ324tFki3Am66FtZnpe0ZlcafdiJniSCIHAwARERERERpczgovnB9m68tLUuYACoSgC8GdJCdUSFFSa9BnqNiMnFZuSbtSgw6XD4OCt2HrQFxMywME5ElBzO7t6Ed3Uno/t8sEQV0AvyjCygU0xYRCciIiIiIhrhQkW0DJWOAvrQwn2OQYPrT5uOkw4rDvuauRNywz5HRDRapTrRwOZwoba+I2H7Kyu2wt7VE3FOYCax2XtQWpicuYU0OrGITkRERERENIJVVTdj9YYd6V6Gn1atwhnzxmHh1EJ2lhMRKRCqe3u4s/UiFeXD5aDHQy2qUF6SA4tJj+o9jQnZZyqEG4RKFA6L6ERERERERCNEqJzztZt3pXVNRq0a4/MNGJ+XjaWzSjFvYl5AoZyd5URE4YUraPd7JNTUtaOyHDEX0iMV5S0mPeoaO4e9bgAoKjCjON8MQRDQlcBomFQZOgiVKBIW0YmIiIiIiDKc5JWxfstebPigFo4ej/9xq0EDm6s/5es5+bAiLJxaxO5yIqJhkGUZ9U22iNvUN9lgMekVx45EK8pbzHp4JG88yw1QkGdEcb7Z3+3e407976LhUqvFdC+BRhAW0YmIiIiIiDJYVXUzfrvxC9h7ggsUqSqga1TApCITvnt4Cc45ugJZalVK3peIaDRzutxRu7ejxY4ExLaIqqhd5nZHT9zrHazD5kKnzZWQgnw6+AahDpXqbHoaOVhEJyIiIiIiShNfPEuroxed3X3IMWahwKTzd3enM+/8tNmlOHJSXsB6iIgocZTGiYTbLlRsS6pII7R47lNSaAkqjicjm55GDxbRiYiIiIiI0qCquhlrN+9Ci8Md9FyhWYtrl0zF71/bnfJ1FZl1WLl0KhZNL0r5exMRjSVK40RCbZfI4aCjmSAAshz8+IGGDvS4+1BWlAMgOdn0NLqwiE5ERERERJRi0TrMWxxu3Pzcp6lbEIBLF07EvIl57DonIkoRo0ELjVqM2EkeKnZESZY6AaKoQo5Zj7bO7pDPt7Y7ARkwGXU42NARcV+xZtPT6MMgO/K77bbbMHv27HQvI6RUrk0QBLz00ksAgJqaGgiCgB07dqTkvYmIiIho9JO8MtZu3pXuZQSZUGjE3Am5LKATEaWIIAgoK7ZG3Kas2BpUuFWSpU5AWZElbAHdp7XDiX0H2iB5Q7SrD+LLpqexi0X0JJG8Mrbt78AbOxuxbX9H1H+Mw9XS0oKf/OQnGD9+PLRaLYqLi3HKKafg/fffT+r7RpKOovwLL7yAE044ARaLBUajETNnzsQdd9yBjo7IVxSJiIiIiBIp0ueBHbWdISNc0i3PGDxgjYiIQpNlGV3dvei0d6OruxfykMyQaM/7WM0GVJbnQTMkskWjFlFUYPbvZ/DrlWapj3XdPX0J3R+P+9jGOJckCJVtWGjWYtXSaUnLFTz77LPR39+P//u//8PEiRPR3NyMt99+e0wVj2+++Wbcc889WLVqFe6++26UlpZiz549ePTRR/HUU0/h2muvTfcSiYiIiGgU8w0J3bK7Ba9/1gCbq9//3ODPA+3O1BfQLXoN7D39YZ8vMg8MDyUiouiiDaCMdUCl1WyAxaSH0+WGxyOh1+1BW0cXmlsd/m3UogrlJTmwmg2Ks9THur4+T0L3x+M+trETPcF82YZDO0taHG6s3rADVdXNCX9Pm82G//3vf7jnnnuwaNEiVFRU4KijjsLq1atx2mmn+bez2+348Y9/jMLCQpjNZpx44on49NPIOYtPPvkkpk2bBp1Oh6lTp+Lhhx8OeL6urg7nnXcecnNzkZ2djXnz5uHDDz/E+vXrcfvtt+PTTz+FIAgQBAHr169XvI7f/va3KCoqgslkwmWXXYbe3t6I6/zoo49w991343e/+x3uu+8+HHvssaisrMR3v/tdvPDCC7j44ov927788suYO3cudDodJk6ciNtvvx0ej7IfrJ2dnbjwwgtRUFAAvV6PyZMn48knn1T0WiIiIiIavaqqm3Hm2ndw9fqPseGD2oACOhD4eSCVHd9FZh3WLJ+Nm5bNiLjdyqVTGeNCRKSAbwDl0DgV3wDK+ubOiM83tthDdqULggBTtg6CIKC5zRGUaOCRvKipa4fN4fJnqVNkWVmJ6x0OlU1PYws70RNISbbhus27sXBqYUJPUI1GI4xGI1566SUcc8wx0GqD/1HLsozTTjsNubm52LRpEywWCx577DGcdNJJ+Oqrr5Cbmxv0mscffxy33norHnroIRxxxBH45JNPcMUVVyA7OxsXX3wxnE4njj/+eJSVlWHjxo0oLi7G9u3b4fV6sXz5cnz++ed47bXX8NZbbwEALBaLonU899xzuPXWW/HHP/4Rxx13HJ566ik8+OCDmDhxYthj8PTTT8NoNOKqq64K+bzVagUAvP766/jhD3+IBx98EMcddxz27t2LH//4xwCAW2+9Neqx/vWvf43q6mps3rwZ+fn5+Prrr9HT0xP1dUREREQ0ekUbEjrYus278fy1x8Fq0AQV2kPJMWhw/WnT8fvXdwc06uizRPT0hb+tfPkxFVg4tTBgSOia5bOD7pgtMuuwcunUpN0xS0Q0migZ6Nna7oz4fHObA20dXcjPM6E43xyQdy7LMg42dEZ8/cGGTlgO1cNq0Ud9r7FMJQgoKTCjPUomulKlRRYOFR3jWERPICXZhs2OXuyo7cTcCcFF63ip1WqsX78eV1xxBR599FHMmTMHxx9/PM477zzMnDkTAFBVVYWdO3eipaXFX2S///778dJLL+Ef//iHv5A82G9+8xv87ne/w1lnnQUAmDBhAqqrq/HYY4/h4osvxt///ne0trbi448/9hfhDznkEP/rjUYj1Go1iouL/Y/9+9//jrqOdevWYcWKFbj88ssBAHfeeSfeeuutiN3oe/bswcSJE6HRaCIeq7vuugs33XSTvzN94sSJ+M1vfoMbb7xRURH9wIEDOOKIIzBv3jwAQGVlZdTXEBEREdHI54tqaXe6kWfU+ovTsQ4JbXb0YudBG2743nTc/Fzku0IB4PrTpuOkw4pxwvSioPffsrslpqL4oulFWDi1MOTXQURE0SVqoKfkldHc6kBbuxPjSnP8ES/2LhckrzfKa73ocvbAZmdDXyQmoxZf7mtJ2P4amu0QBCFkHA+NDSyiJ5DSbMNkZCCeffbZOO200/Df//4X77//Pl577TXce++9+POf/4xLLrkE27Ztg9PpRF5eXsDrenp6sHfv3qD9tba24uDBg7jssstwxRVX+B/3eDywWCwAgB07duCII44I2cUejpJ17Nq1C1deeWXA8/Pnz0dVVVXY/cqyrOiK4LZt2/Dxxx/jrrvu8j8mSRJ6e3vhcrlgMET+YfjTn/4UZ599NrZv347FixfjjDPOwLHHHhv1fYmIiIho5Io088is18Q8JLTd6cbiw0tQvcCOp9+tCbvdhQsqcdJhAw0pokoIasSJpygeaj9ERKRMogdLSt6BiJbKcqC7x624s7zD7kpIMX80s3dFjgWOlS+Op7IcLKSPUSyiJ5DSbMNkZSDqdDp897vfxXe/+13ccsstuPzyy3HrrbfikksugdfrRUlJCf7zn/8Evc4XdTKY95srn48//jiOPvrogOdEcSB3S6/Xx7zGWNeh1JQpU/C///0P/f39EbvRvV4vbr/9dn93/WA6nS7q+yxduhS1tbV49dVX8dZbb+Gkk07C1Vdfjfvvvz/utRMRERFR5goX1eLLOF9+TEXM+/R9Hvj54kMxvdSC+16tDoh2yTFk4frvTcNJM4rD7cKPRXEiouGTZdk/1FP9TfZ1qEa9ZA2WrKlrj2l7b4hMdUqN+iYbLCY9o13GIBbRE2h2RQ4KzdqInSipnHo/ffp0vPTSSwCAOXPmoKmpCWq1WlEESVFREcrKyrBv3z5ceOGFIbeZOXMm/vznP6OjoyNkN3pWVhYkKfDKqJJ1TJs2DR988AEuuugi/2MffPBBxPVecMEFePDBB/Hwww/j2muvDXreZrPBarVizpw5+PLLLwNiZ2JVUFCASy65BJdccgmOO+443HDDDSyiExEREY1CSqJa3visIaZ9Dv08EC6qhRErRESpYXO4UN9kC+js1qhFlBVbgzqOfQM9090Fnq3PgiPBndakTL9HgtPlhik7eiMmjS4soieQqBKwaum0iEOFkjH1vr29Heeccw5WrFiBmTNnwmQyYevWrbj33nvx/e9/HwBw8sknY/78+TjjjDNwzz334NBDD0VDQwM2bdqEM844w5/xPdhtt92Ga665BmazGUuXLoXb7cbWrVvR2dmJ6667Dueffz7uvvtunHHGGVizZg1KSkrwySefoLS0FPPnz0dlZSX279+PHTt2oLy8HCaTSdE6rr32Wlx88cWYN28evvOd7+Dpp5/GF198EXGw6NFHH40bb7wRv/jFL1BfX48zzzwTpaWl+Prrr/Hoo4/iO9/5Dq699lrccsst+N73vodx48bhnHPOgUqlwmeffYadO3fizjvvjHqsb7nlFsydOxczZsyA2+3GK6+8gmnTpsX/l0dEREREGUvJzKNOV7/iIaFA6M8D7CYnIkoPm8MVsgs8XHSHIAgoK7ZG7By3mHWwO5JX4FYJAgpyTWjr6E57MX+sSnSsD40MqnQvYLRZNL0Ia5bPRqE5MLKlyKzDmuWzkzL13mg04uijj8batWuxcOFCHHbYYfj1r3+NK664Ag899BCAgR/0mzZtwsKFC7FixQpMmTIF5513HmpqalBUFHpNl19+Of785z9j/fr1OPzww3H88cdj/fr1mDBhAoCBTvM33ngDhYWFOPXUU3H44Yfjt7/9rT/u5eyzz8aSJUuwaNEiFBQU4JlnnlG0juXLl+OWW27BL3/5S8ydOxe1tbX46U9/GvU43HPPPfj73/+ODz/8EKeccgpmzJiB6667DjNnzvQPEj3llFPwyiuv4M0338SRRx6JY445Bg888AAqKpTdhpuVlYXVq1dj5syZWLhwIURRxLPPPqvotUREREQ0siidZbRkVmnUbZL5eYCIiGInyzLqm2wRt6lvskH+JjpFlmV0dfdClmUU5ZsgioElNVGlgiiqklpAB4CCPCO6e/pgMccesUuJkaxYH8psgiyPrSAlh8MBi8UCu90Os9kc8Fxvby/279+PCRMmKMrHjkTyyrwlc4xL5PcTEREREaXetv0duHr9x1G3++MlR8LR0x80fDTHkIVTZpXguEML+XmAiCjDdHX3Ym9ta9TtJlUUQJK8QZEvg6kEIWU55Rq1Cv0eb0rei4Jp1CKmTy5hJvoYxDiXJOEtmUREREREI1ssM49ElYCFUwvZSENENEIojeRwdPWgtcMZcZtUDvpkAT29yoqtLKCPUSyiExERERHRqDWcO0RjnXnERhoioswkyzKcLjc8HglqtYhsfZbiPPEOuyvJqyOikYBFdCIiIiIiGpWqqpuDIlasBg2WzCpVHLHim3k0dD9FZh1WLp3KjHMiogxnc7giRrFEI0ns/KZv1TfZYDHp2Y0+BrGITkREREREo05VdXPIDnKbqx/Pvl+LZ9+vRaFZi1VLp0UthC+aXsSoFiKiEcjmcKGmrj3dy6BRpN8jwelyw5TN2XdjjSr6JmOP18urjDR8/D4iIiIiSg/JK2Pt5l1Rt2txuLF6ww5UVTdH3dYX1bL48BLMnZDLAjoRUYaTZRn1TbZ0L4NGIaV5+jS6sBN9kKysLKhUKjQ0NKCgoABZWVm8PYNiJssy+vr60NraCpVKhaysrHQviYiIiGjUCpV5vqO2M+Iw0KHWbd6NhVMLWRgnIhpFnC533BEug6kEwJu6uaE0AqjVYrqXQGnAIvogKpUKEyZMQGNjIxoaGtK9HBrhDAYDxo8fD5WKN3wQERERJUOozPNCsxaLphfHtJ9mRy921HZyKCgR0SjS35+YbmEW0GkwjVqE0aBN9zIoDVhEHyIrKwvjx4+Hx+OBJPH2DIqPKIpQq9W8k4GIiIgowXyd5//9sgXPvl8b9HyLw40NHwQ/Hk27U3nnOhERZTbfMFFKP0EA5FF0IaKs2MpazxjFInoIgiBAo9FAo9GkeylERERERPSNUJ3n4cR6+32ekV1lRESjAYeJZpbRUkBXqQSMK8mF1WxI91IoTVhEJyIiIiKitAiVZz40l9y3zZbdLTF1mMdSQC8y6zC7Ikf5C4iIKCNxmChgytaiq5t3VyWa1yvjYGMHet390GnVUH8T68Ku9LGDRXQiIiIiIkq5cHnmq5ZOw6LpRWG3icV58yvw7y+aor5+5dKpHCpKRDQKJGqYaCwEAJnUbO3q6YNKEOBV2AJelG+CTqtBbX1Hklc28nm9MprbHP4/a9Qiyoqt7E4fIwRZHi03VijjcDhgsVhgt9thNpvTvRwiIiIiojGnqroZqzfsCPv8muWzASDiNkr88ZIjMbsix9/J/vpnDbC5+v3PF5l1WLl0qr9on2xKOu+JiCh+nfZuFoNjZDbq0N3TB0nypnspI1ZleR4L6WMAi+hERERERJQyklfGmWvfidgdXmjSQhaA1jg70IGBAvmLqxYGFKnTWcRW0nlPRETD09Xdi721releBo0xGrWI6ZNLGO0yyjHOhYiIiIiIUmZHbWfUeJWWruFnuYaKaBFVAuZOyB32vmMVrvO+xeHG6g07sGb5bBbSiYgSwGjQQqMWUx7pQmNbv0eC0+WGKVuX7qVQEqnSvQAiIiIiIho72p3JHXaWY8jKqKK05JWxdvOuiNus27wbUiyTUImIKCRBEFBaZEn3MmgM8vDCzajHTnQiIiIiIkqZPKM2afvOMWjwr18cjyx15vQKKem8b3b0YkdtZ1q65ImIRhu1mDm/A2jsUKvFdC+Bkow/WYiIiIiIKGVmV+Sg0By5kF5o0qIgyjah3Hj6jIwqoAPKO++T3aFPRDRWdLn485RSS6MWYTQkr0mAMkNmnWESEREREdGoJqoErFo6LeI2q06dhuuibDNYkVmXUREugyntvE9mhz4R0VjC0Y6UamXFVg4VHQMY50JERERERCm1aHoR1iyfjbWbdwVEnRSZdVi5dKq/GB5um2uWHAqrIQvtTjfyjFrMrsgJGiKaKXyd95EiXYrMOsyuyEnhqoiIRq9sgxZAV7qXQaOM2ahFT68nYGitRi2irNgKq9mQxpVRqgiyLI+pCTYOhwMWiwV2ux1mszndyyEiIiIiGrMkr4wdtZ0Ri+FKtsl0VdXNWL1hR9jnM7WLnohoJJJlGZ9/2QDJ6033UmiUyc/NhsVkgMcjQf1NhAs70McOFtGJiIiIiChhRkPROxmqqpujdt4TEVFi2Bwu1NS1p3sZNApVlOUix5Kd7mVQGrCITkREREREcfEVzFu7etHp7ENDpwubPm1At/vbW50LzVqsWjqNhWLwAgMRUSrZHC7UNXbCI7EjfSwRACSz0CmqVDjs0FJ2oI9BLKITEREREVFMJK+M9Vv2YsMHtXD0eBS9hpElRESUSrIsw9ndiy6XG253P5yuPkgsqI96KpUArzd8qdNs1CE/Jxs1dR3wxlkSnVRRAFO2Lt4l0gjFwaJERERERBSRr4O62d6DNz5rxLaaDvRLsX3wXLd5NxZOLWTnNRERJZ3N4UJ9ky1gCKSoEiAIAsZYL+mYE6mADgAOZy+c3e64C+gA4Bn0fUVjB4voREREREQUxFc4f2d3M179pD4goiUezY5e7KjtxNwJuQlaIRERUbBweehSlOIqDY9Oq0Gvuz/dy1BkOAV0AOhx90Pd3csBo2MMi+hERERERBSgqroZD2zehdZBQzATod2Z2P0RERENJssy6pts6V7GmJTOArogAKm8waClrQstbV3+P4sqFcpLrBw4OsqxiE5ERERENMb5B4Q6evHxvna8uqMhKe+TZ9QmZb9EREQA4HS5AyJcaGwwZWvhSOOFesnrRW19B1y9fSgryknbOii5WEQnIiIiIhrDktV1PlSOQYPZFfxgSUREycOs6rEpnQX0wVrbnTDotMixGNK9FEoCFtGJiIiIiMYAX7d5u9ONPKMWh4+z4qn/7cPjVXtT8v7XnzadQ0WJiCip1Gox3UugMa6uqRNWs54Z6aMQi+hERERERKNcVXUz1m7ehZYkd5uHc+GCSpx0WHFa3puIiMYOo0ELjVqMGOkiqlRQqQTGvlBSSJIXTpcbRoMWTpebw0dHERbRiYiIiIhGKckrY/2WvSnrNh8qx5CF6783DSfNYAGdiIiSTxAElBVbUVPXHnabvJxsADJaO7ohp3IaJY0Z9q4eHKjvCLhQo1GLKCu2wmpm1MtIJchj7CeGw+GAxWKB3W6H2WxO93KIiIiIiJKiqroZD2yqRmtXX9LfSyMKWHx4CeZOyIXd1Y8cYxYKTDrMrshhhAsREaWczeFCfZON3eaUcSrL81hIH6HYiU5ERERENEr4cs+37G7Bhg9qk/5+AoCTDivC7WfPYrGciIgyhtVsgMWkR1ObA82tjnQvh8ivvskGi4mZ6SMRi+hERERERKPA21804b5XqmFz9Sf1fTSigLkTcnH0pHycfdR4ZKlVSX0/IiKieHV0dqd7CZQhRFEFSfLG/DqVAHgTmOHR75HgdLlhytYlbqeUEiyiExERERGNYH0eL1Y+tRXbazqT+j5mnRrL51fgkoWT2HVOREQZSZZl/zDH/m/+o+hUKgHGbC0cXb3pXkrCiSoVxpXmAEDErHxRpYLk/bbIrhIEeGU5oQV0Hw+/L0ckFtGJiIiIiEYgySvj1hc+xVufNyftPbK1Ik6fU47jDi1kvjkREWU05qDHJs9qgEpUQSUIMOizcKC+I91LSiiDToPiQgtM2Tp/dEplOYK+R3wDP2UZqGvq9Here5M4QlKtFpO2b0oeFtGJiIiIiEaYqupm3PHPz9DTF/ttyUqYdGqcx65zIiIaIWwOV8QuYwpmc/RASkabdYYwGnUwG/UBj/my8n13K6jVIowGLexdPaitT833j+ab96SRh0V0IiIiIqIM5RsU2u50I8eQBQjA/75sTcrQ0OwsEd+bU46FU9l1TkREI4csy6hvsqV7GSPOaC6gA4ApTKFaEISAPPJEf/9Ey1AvLbIEFfE5ZHRkYBGdiIiIiCgDVVU3Y+3mXWhxuJP6Pma9BsuPGc+ucyIiGpGcLjcjXCiAKAowRhnc6cvPd3b3JvT7x2IywGzSoaHZHhQbY7XoQz5eVmyF1WyIuE4W3dOPRXQiIiIiogxTVd2M1Rt2JHy/RWYdrjnlUFizs9DudCPPqGXXORERjWgc0khD5eea/IXmUEVoe1dP0vLzOx0uOJw9yM81IduQBUnyQq0W4fF4Q0bG9Hsk1NS1o7IcQYX0UDn/0YrulDwsohMRERERZQBfdEtrVy/Wbd6d0H2fe/R4HD+tiAVzIiIadTikkYbSZQ2UO0MVoUVR5R8emiySV0ZzmwOiqMK4khwYDVpU72mM+Jr6JhssJr2/+B8u599XdK8ok5FjyU7K+ik0FtGJiIiIiNIsmdEtFy6oxM8XH5rw/RIREWUCo0ELjVpkpAv5iaIKjS12NLc5gp5LdgF96HvV1LWjqMAc9fuz3yOhqdWBkkKLopz22voOAAJyLOxITxVVuhfw8MMPY8KECdDpdJg7dy7++9//Rtz+6aefxqxZs2AwGFBSUoJLL70U7e2cwExEREREI5MvuiXRBXStWoW7zpnFAjoREY1qgiCgrNia7mWMSqoRePeaqFKhtr4jZAE9Xdo6uhRt19zmgM3hUpzzX1vfjk67a7jLI4XSWkTfsGEDVq5ciZtvvhmffPIJjjvuOCxduhQHDhwIuf3//vc/XHTRRbjsssvwxRdf4Pnnn8fHH3+Myy+/PMUrJyIiIiIaPskrY+3mXQndpwDg5MOK8O+bT8ZJhxUndN9ERESZyGo2oLI8D2ox7b2io4rXK6d7CTGTvN6UdpsrIUnKj2N9kw39/crvqhgopHfHsyyKkSDLctr+RRx99NGYM2cOHnnkEf9j06ZNwxlnnIE1a9YEbX///ffjkUcewd69e/2P/eEPf8C9996LgwcPhnwPt9sNt/vbrh6Hw4Fx48bBbrfDbDYn8KshIiIiIorNtv0duHr9xwnZl14j4sQZRfjl6TOQpWYRgYiIxh5ZltHU5kBza+xdyGpRhbwcY0Z1MJNyAoBEFTgL800QALS0dyFRVVNRJUBSeFGitMiChmZ7TPuvLM/jsNEkS9vZdV9fH7Zt24bFixcHPL548WK89957IV9z7LHHoq6uDps2bYIsy2hubsY//vEPnHbaaWHfZ82aNbBYLP7/xo0bl9Cvg4iIiIgoXu3O4Ue4nDe/An+85Ei89f9Owq/PPJwFdCIiGrMEQUBJgQUFecaYX1tekoOSQgsqy/Mgqvi7dKzSqEXotVlobktcAR1ATPtSiypoYhyYW99kQxr7pMeEtP1UaGtrgyRJKCoqCni8qKgITU1NIV9z7LHH4umnn8by5cuRlZWF4uJiWK1W/OEPfwj7PqtXr4bdbvf/F65jnYiIiIgomSSvjG37O/DGzkZs298BySsjz6iNe39FZh3WLJ+NlUumYu6EXIgjMLeUiIgo0WRZhs3eo3h7jVoM6OK1mg0oL7GCv1UTp7TIgoqyXBTlm5KSsy6KqoR1oQ90gdsStLdveWMocGs06phz/vs9EpyuxA+op2+p070AQQj8xyPLctBjPtXV1bjmmmtwyy234JRTTkFjYyNuuOEGXHnllXjiiSdCvkar1UKrjf/DCRERERHRcFVVN2Pt5l0Bw0MLzVpcu2QqCs3aiENFcwwaXLtk6kDBXQA6u/uQZ9RidkUOC+dERERDKB3KWJRvgjFbB6NBG1CHsjlcqK3vSOYSxxSNWkRBrgn2rh502FxJyVnPtRjQ2uFMyL563f2Kvn+SRaUS0N8vQaMRMb40BwcaOhW/1pPGdY8FaSui5+fnQxTFoK7zlpaWoO50nzVr1mDBggW44YYbAAAzZ85EdnY2jjvuONx5550oKSlJ+rqJiIiIiGJRVd2M1Rt2BD3e4nDj5uc+xYULKvH0uzVhX3/j6TOwaHro82MiIiIKpLSQqNNqYMrWBTzm9XpxsFF50XKsE1Uq5Fj1aOsIP9iyrNiatAsToqjCuJIciKIqYUX0RO0nXl6vjAMNA8dq4AKEUfGa1DFGwFBs0hbnkpWVhblz5+LNN98MePzNN9/EscceG/I1LpcLqiG5VKI48A3C3B8iIiIiyjSSV8bazbsibvPWzibcdc4sFJoD7570xbWwgE5ERKSc0kLi0O1sDhe++KoRkuRNxrJGJcnrhc3eg4I8Y1CGty8mR5aRtM5+AYDFpIfRoE3Y3XnJ6JSPV79HQmuHEwW50TP+RZUK2fosdHX3otPeja7uXtZKEyytcS7XXXcdfvSjH2HevHmYP38+/vSnP+HAgQO48sorAQzkmdfX1+Ovf/0rAOD000/HFVdcgUceecQf57Jy5UocddRRKC0tTeeXQkREREQUZEdtZ8SoFgBodvTCmp2Ff646HjtqO9HudDOuhYiIKE5GgxYatRgxkkOjFmE0fHvx2uZwoaauPRXLG3U8khet7U6ML82FRiPC45Gg/ub42rt6UFufvOPqkbxwutwwZeuQn2tCc5sjae+VTjZHT9RoF8nrxedfNQRcBNCoRZQVW/15/zQ8aS2iL1++HO3t7bjjjjvQ2NiIww47DJs2bUJFRQUAoLGxEQcOHPBvf8kll6CrqwsPPfQQfvGLX8BqteLEE0/EPffck64vgYiIiIgorC27WxRt1+50Q1QJmDshN8krIiIiGt0EQUBZsTViUbys2OrPQZdlGfVNthStLnNo1OI3QzTtCckAP9DQgYqyPORYsgGk7rj64nt02rSPfUya/m8uTIiiKuKdEkO76Ps9Emrq2lFZDhbSE0CQx1hvv8PhgMVigd1uh9lsTvdyiIiIiGiUkrwyTruvCjZXf9Rt/3jJkSygExERJZDN4UJ9ky2gQByqM7eruxd7a1vTscS0yjHrUVGeD1mWB4ax9kuoa+yEd5hlwsryPFjNhpQd10kVBfB4pFE/DLYo34Tmtq64XqsWVZgxpRSCIPj/vgffMTB4sC6FN3ov0xARERERpYjklYOiWHbUdioqoOcYsjC7IicFqyQiIhobZFmGKKpQUmiBR5KgFlXQaNQhC4ZKB5GONrauHlgcLljNBpiydejq7h12AR0A6ptssJj0KTuu/f2eiDEno8Vw/mY8khdNbQ7otRpFF5YoNBbRiYiIiIiGoaq6GWs37wrIPi80a3HijGJFrz9lVgmzz4mIiBIkUgd6qI5bpYNIRxtZBmrq2lGQ64bZpEd/f2KK3v0eCU6XG71uT0L2F81IL6AX5pvQaXNFzfA3GbRoQXyd6ADQ3Bo6L56RL8qxiE5EREREFKeq6mas3rAj6PEWhxvPvl+raB/HHVqY4FURERGNTeEGhEYqFCoZRDqatXY40drhhCqBkR42uwuddlfC9jdaqUUVSgosMOiyomb4G7N1Sf0+9d1BwGiX8FTpXgARERER0UgkeWWs3bwr4jbRGsyLzDpGuRARESWAkkGW9U02DB0N6BtEOtYlIsrFp93WndD9jVblJTkQBAEWkx5FBeagOxM1ahGV5XkwG3Vo7ehK6vBU3x0EFB470YmIiIiIFJK8Mrbv78D2mg402noCIlxC8Ub5/Lhy6VRGuRARESWA0+WO2qXrKxSasnUBj1vNBlSWIygGhihZciwGyLKMhhYb2ju6IXm9/udElYD8XBOKC8xoaLFF7FJPpLE6H0ApFtGJiIiIiBSoqm7Gmo2fw9ETW8bn8mMqUFXdFFBwLzLrsHLpVCyaXpToZRIREY1JSguA4bazmg2wmPRwutxwdPWgw+6CJHlDbks0XJ0RIm8kr4zmNgd6evvgcPambE1jdT6AUiyiExERERFFES77XImFUwtxzSmHYkdtJ9qdbuQZtZhdkcMOdCIiogRSWgAMt50sy3C63PB4JJhNehQXmPHFnkZ4o91WluFUQvQ74ygzpbKArlGLMBq0KXu/kYhFdCIiIiKiCCSvjAc2Vcf1Wl/muagSMHdCboJXRkRERD5KBoSGKxTaHK6gKBdRVI34AjoAFOSb0dzqSPcyKEl0WWpYzHpkG7SQJBm19fFFv5QVWzlUNAoOFiUiIiIiimBHbSdau/riei0zz4mIiFJDyYDQUIVCm8OFmrr2oOL7aIhyEVUqFOWZYDbpE7I/taiCiuc1GaW3z4Pmti4cbOiEIAAVZbE1bYgqFSrL82A1G5K0wtGDRXQiIiIiogjanZGHh4ZSZNZhzfLZzDwnIiJKoYEBoXnQDIls0ajFkIVCWZZR32RL4QpTy2DQYNfXTXB09QxrPyajDpMqClBRljsquvNHo36PhJq6dgiCgIqyPMWvk7xe9Lj70WnvRld3L2SZf7/hMM6FiIiIiOgbklcOyi7PMyrPh7x04UTMm5jHzHMiIqI0GTwg1OORoP4mwiVUVIXT5Y4Y/zLSdcXRCBCKQaeBKVuHTnt3QvZHyVPfZMP0ySUQhDwcbOiE5I1+R8XguB+NWkRZsZWd6SGwiE5EREREhIHhoWs370KL49sPnIVmLa5dMhUFpqyokS6FZi0uX3QIi+dERERpJggCTNm6qNt5RnEBPZF8vclKh7dSYoiiKuZYoX6PBKdr4FxWSQE91Otr6tpRWQ4W0odgnAsRERERjXlV1c1YvWFHQAEdAFocbtz83KdYPLM06j5WLZ3GAjoREdEIwqKwMqZvhrH6hrdSZKoEVFtN2dq4c/n7+z3Djimqb7Ix2mUIFtGJiIiIaEyTvDLWbt4VcZu3djbhrnNmwawPvpHTotcw/5yIiGgEMhq0EEWWxiIRRRWM33T1KxneysGjgNcLFOaZ4nqtSiWgoiwXrp7+uN/fI3mHHVPU75HQ2tHFQvogjHMhIiIiojFtR21nUAf6UM2OXlizs7D5xhOxfX8Httd0AADmTMjFnMpcdqATERGNQIIgINdiQGuHM91LyVjjSnIC8uQHhrcOdCoPLtSqBAE5VgPUajEgY3us0us0qCzPCzpO0RTkGtHj7o8risWn0+6K+7WDNTTb0druZEb6N1hEJyIiIqIxRfLK2F7Tge37BwrhXoUdNu1ON0SVgCMn5eHISXnJXCIRERGliNmkT0kRPZ5863QTVSpYTPqgxwcPb3V09aDD7oIkedHe2e1/HQQEfL0qlQCvd+x0NavVIkzZOlhMejS22tHS1qXodc0Kt4ukpzf+LvahfBnpFWVAjmVsF9JZRCciIiKiMaOquhm/3fgF7HHcIptn1CZhRURERJROvpzv4cZfRFNWZIFGo4bN7kK7rTup75UoktcLp8sdckirIAiQJG/ICxC+LuqifDN0WjXUogq19R3wYmwU0TVqEcZvcuR9Q26VFtEzVW19OwAZOZbsdC8lbVhEJyIiIqJRS/LK2FHbiXanGwfbu/F41d649lNk1mF2RU6CV0dERETp5sv5rqlrT+r7aDRqfzF6pBTRAcAT5uKCLMtRh1d22LoxfXIJnC43PCnswjdna+HojhzVl0xlxdaACJxUXahJttr6DgiCMGajXVhEJyIiIqJRqaq6GWs374qad67EyqVTmXtOREQ0iokq1bByqKPxFaNHWkFVrRZDPu50uaN+Df0eaaCAnsKvVVQJaSuga9RiyPzwVF2oSYX6JhssJn3ARYKxgkV0IiIiIhp1qqqbsXrDjmHvp8isw8qlU7FoetHwF0VEREQZx+ZwpaS42dBsh9VsGFEF1cGxJEMpLYx7PFLYQnwySCnOXVepBORZs2E26WE0aMMWl61mAyrKfLEoI5fvwkioiJ/RjkV0IiIiIhrxBse25GRn4YFN1XHv69KFEzGh0Ig8oxazK3LYgU5ERDRKKYkkSZTBxUer2YDK8oGu3kzuSB8aSzKY0sK4+ptC/Ejqvo+FAAGlReGP02ADgzll1NZ3JH9hSZTKOwsyCYvoRERERDSiJTK2BQDmTczD3Am5CdkXERERZS4lkSSJNLj4aDUbYDHp/XEnvW4PmtscYV+rEgR45cwZzKmkMO7rZB9J3fexkrxeHGjogNmo818wiFRQz7FkQxCEjL+AEkkq7yzIJCyiExEREdGIlajYFp9Ck5YDRImIiMaIVHfUDi0+CoIQEIvhlb1obXeGfG06Cuj1TTaYjTp09/T5Y1l8RWIlhfHBnewjpfs+Hp12FzrtLgDhc9GHkjPogkgsIkX8jHYsohMRERHRiBEQ22LIwgObdyV0/6tOncb4FiIiojEilR21alEFyDI67d0hO5ZlWYbN3pOy9SjR75HwxVeNAQNXBxeJwxXGwxWSfd33re0ONLSE77ofyfo9Emrq2lFZjpCF9FRl8CdLpIif0Y5FdCIiIiIaERId2zKYRa/BTctmcIAoERHRGJLKrG4ZwN4Dbf4/iyoVyksGCs1Olxtd3b0Z2aE9uIAOBBeJh8bSRIs0EQQBnhQP/0yH+iYbLCZ90IWSVGXwJ5rSDvvRjEV0IiIiIsp4b3/RhJuf+zRh+7vshEnwfvMBbk5lLuZMyGUHOhER0RiTiqxuX5a5JAUWoyWvF7X1HTjY0JlRWedKDS4SD42liWoEfr2xGjxI1ifVGfyJUlpkQUGuacx2oPuwiE5EREREGe3tz5vw638kpoBeZNZh5dKp7DgnIiIiAMnN6hZFFQQAXil80XgkFtCB0EViJWwOF9o6u5O0quQQhPjq/kMz91OdwZ8oGrU45gvoAIvoRERERJTBqqqbcfPz8RfQC81a/PqMw9Hp6kOecWBoKDvOiYiIaLBQkSQGnQbVe5qC4kxikZ9rRHPr6Mz+BmIvCo/YPPA4r3MMzdxPZQZ/Io3UdScai+hERERElJEkr4y1wxwcumrpNBw5KS9BKyIiIqLRKlQkybjSnLiKvr78aHmEdpkrFUtxdSTngcfzt6j5Jht+MKNBC1GlGtaFmVQTVaqgrwMYOE/fUduJdqd7zDSqsIhORERERBlpR21n3ENEGdtCREREw2U1G5Cf24u2jujxI4IAlJfkIEuj9g/W7OruTcEq0yNUkTiSkZoHHi+rRR8UgTKQwW/BgYbOmPenUYsoLbKioTnxsUOR5FgNAV+H5JWxfstebPjgABw9/f7HC81arFo6bVSfe7OITkREREQZqd2pvIBeaNLi12cdjs5uxrYQERFRYsiyjE5bj8JtgYZmO8aV5PiLjiM1A1uJ0iJLTDnZo/lYhNLa7kS2Xgur2eB/zOZwobEltnifonwTjNk6/4UZQUBKI3EsJr3//6uqm7Fm4+dw9HiCtmtxuLF6ww6sWT571BbSWUQnIiIiooyUZ1Te3bTq1Gk4ciJjW4iIiChxnC53TNEbkuRFTV07KssH/lxb35GklaVfQ7MdgiAEFIkjGYu52vVNNlhMAx3p8ebB67SagJihcINwNWoRudZsNLclLoNfFAX/3QZV1c1YvWFH1Nes27wbC6cWjspmFhbRiYiIiCgjza7IQaFZGzHSRSUAvzln1qjteCEiIqL0ibd7ur7JNurz0Ps9kv+CgZJCutGghUYtjqlIl36PhKZWB4oLzHHnwYe6+BBqEK6v2N1h607YMc7PNUEQhJjmFDU7erGjthNzJ+QmZA2ZRJXuBRARERHR2CZ5ZWzb34E3djZi2/4OSN6BD52iSsCqpdMivvY3P5iFk2YUp2KZGSvc8SMiIqLhibd7ut8jwSONnOGRw6H0goEgCCgtsqRgRbETxeR1TTe3OdDU6oirsB0pd943CDfHkg1Ttu6bqBcBZcXWYa54gKhSoTjfDCD2OUWxRDKOJOxEJyIiIqK0qapuxtrNuwJOzAcPJlo0vQhrls8O2oaDQwdEO35EREQUv7HYPR2rfo8Ep8sdEDkSTqZGulSU5cHrlYMiUhKlraMrrteVFVtjyp0Hwse9xGpc6bfZ/rEWxfe3OLFtf8eom1EkyKP9/pIhHA4HLBYL7HY7zGZzupdDRERENGZFy1YcPJhI8srYUduJdqebg0O/EcvxIyIiovjEm2WdKKpvOoxjyWZPtYqyXORYsqNu12nvTlhOvCgKyLNmo6XdOex9+dYvyzIaW+xoaY+v6J1IRflmlBRG79yXZTko1kUQBP/j/f0S6ho7EMuNiqKowmFTSv1F9G37O3D1+o9j/hpGW2MHO9GJiIiIKCUGF8JzDFl4IEq24uDBRKJKGJXZivFSkk05mgc7ERERpYqvs/dgQ2dSC9miqII0KAJGEARYTTqYjDrYnT2wO3qT9t7D1ePuh7q711/ADSeRneiSJEMtJial2rcue1dP0grookpQHLmnUYsoLoje+GtzuII6zkVRhVyLAWaTHkaDFk6XO2oB3euVsafNBUePB2a9GpPzDQF3FyiZUxRKi8ON1Rt2jJrGDhbRiYiIiCjp3v68Cfe9Wg2bq1/xa0bzYKLhUpJNyeNHRESUOMnuBM8x62ExG+DxSOh196O13YlORw86HT1Jfd9EaGnrQktbFzRqEWXF1rCDRhMdj+PqVX5eGY4vd1yW5biGf6oEAV4FIR/5eSY0tzoU7bO0yBqyu3ywcHdISJIXrR1OtHY4oVGLsJj1Ed/rkzoHNmxvgq3H43/MqlfjZyfL+N68CgDfzimKdAdkJKOlsYODRYmIiIgoqR58fTdufv7TmAroPqN1MNFwKT0uPH5ERETxkWUZXd296LA5cbCxM+nv1+nogdGghau3D81tXYoKs5mm3yOhpq4dNofL/5jvOHbau+F0uRM6XNSWgAsMvtxxp8sdV3F/XGlO1I54jVpEcb4ZleV50EToxteoRRTkGVHf1Im9ta2ore/A3tpWfPFVQ9AxVVLw7/dIaOsIH3fzSZ0Dj71bF1BABwBbjwd3vrwbVdXN/sd8c4oKzaEHnUbia+wY6diJTkRERERJ8+Bru/H392vjfn2eMfYT9ZFMafa70uMy1o4fERFRIoSKyUg2SfKiqdWB1gRkfKdbfZMNFpMe9q6ekHEjBblG2Bw9KTu+RflmdNi6A95vaNe8J861NDTbUVZsjZj17ivUW80GWEz6b7vMRRVkDPzdq9UiPB4p5H48khc1de2oLB+IF4q34D+Y1ytjw/amiNsM7SBfNL0IC6cW+s9V27vc+P3rXyp6v9HQ2MEiOhERERElxdufNw2rgF5k1mF2RU4CV5TZqqqbsXbzroCYlnADmZRkU46140dERJQI6RwkmgkDLaOxmvVRO8D7PRKa2hwh40t8cSMFuUaYTXp/Mbm2vgMeKfGROb588eICc8SIlN4+T4S9hNf/zf4qy/OCLhiEircRBMGfNT6YLMv4/MuGiO91sKETlm+O2XDtaXMFdaAPFSoacPCcojd2Nip+v9HQ2ME4FyIiIiJKKMkr4+N97bjrXzuHtZ+VS6eO+OxEpaqqm7F6w46gorhvINPg22mBb7MpIxlLx4+IiCgR4s3FTuT7ZzJRVMFsjJyx7dMW5YJAa4cTHo+EHEs2TEY9ykuSc+G/tMgCp8vtj0Oxmg0wZesCCug2h0txXnko/f0SrGYDpk8uwaSKAlSU5WJSRQGmTy4Jmw8/VFd3b9TcfcnrRVd3b1wDWgtyjQFRMo4oBXSfSB3kSgvjOYasUdHYwU50IiIiIkqYUN3UsSoy67By6dSg7uvRSvLKWLt5V8RtQg1k8mVTDj3eY+34ERERJUoiYjLiJYoCJCl9RXSVICA/1xixG16SvHAr7NiWvNG/lrpGG6xmgz/qpLIcQd3calEFgyELjq5eRe87mNmoQ0OzPWJ3eCIunDicPdBoBrrbQ3WZ+8iyHLYbvtul7Ny52+VGcYEl5gGtZpMepUVWdHX3orauHWa9spJwpEL54eOsUAlAtL/q604dHY0dLKITERERUUL4uqljZdWr8ZtzZ6Ozuy9iDvhotaO2M+pFh1C30wLB2ZRj8fgRERElSiJiMuKVn2saVjf0cAmCgOICM9o7uyN2RLd3OmMu4IYjeb1wutwwGrRwutyQZRnjS3MCcsJ9z8VTRHc4g1/jG36ayHxxm6MHNkdPyPiWb7cJztkfvL3SyycyBv6uyoqtimOHNIMK9majHuNKc9Hv8cKqV0eMdIkWDbjzoC1qAR0AckdBlAsQRxH9tttuw6WXXoqKiopkrIeIiIiIRiAl3dTh3PC9GThyYl6CVzRyKB20FG67wdmUREREFL94YjKGy1dItZj06OjsTlsnvOT14kBDR9RIEY/kRVGBOWEFf3tXDw7Ud4QsLvu6uo0GLUSVKuraYnGwMXH54j5DC/Q+4XL2B29vMmjRguiZ+CbDQEE6XOd+KL7Bpj5WswETx+fjgnndePi/B8K+Llo0YKtD2YWNeIaKSl45qEkEQFobR2Iuor/88su48847cfzxx+Oyyy7DWWedBZ0u/K0KRERERDR6hDqhFVWCom7qUC44tgInHVachJWOHErzJEfDQCYiIqJMZjRoE9ZlrURJoRmFeWZ/gTOW7uJkiDYw1EeXpQ45SDMebR3OoMeGFqMbWmwJLaADA53uTa0OGLMTf35V32SDxaSHIAiK4mLqm2yYdkgxRFEFKcJwVVFUwTgoLsZqNsBi0sPu7MUHX7WgrtUJk07E5HwDVCohYme81WzAj06aivw8Ix5+62u0Ofv8zymJBqyqbsa613ZH/Lp89rc4sW1/h6Kit+SVsX7LXmz44AAcPf3+xy16DWTIAVnuhWYtVi2dlrIIQ0GOY2rBZ599hieffBJ///vf0dfXh/POOw8rVqzAkUcemYw1JpTD4YDFYoHdbofZbE73coiIiIhGjFB5576T137Ji1v+8VlM+7tgfgWuWTI10csccSSvjDPXvhPxIkSRWYcXVy1kTAsREVGShesaTgazSYeCXFNANnao2I9MM3F8PsxGfUDGt8PZi067K6HvIwgCcsw6dNiVFfcHv05JuVNUCZgxpRS7vm5K+PGeVFEAU7YOXd292Fvbqmh7SfJG/N6rLM8LKoiHOj/PN2bhqpMPwdLZ5QEd6OGEa5IJJ94Ix2hF76rqZqz51+dw9CrL3fdZs3x2SgrpqnheNHPmTKxduxb19fX4y1/+gvr6eixYsACHH344fv/738Nutyd6nURERESURr6T5aGF3haHG6s37MDB9m7F+8oxaHDXObNYQP+GqBKwaum0iNtEu52WiIiIEmMgJiMPohhXySwmjq6BAmv1nkbYHC7/+0+fXILSIkvS3z9evjMSQRBgytbBajbA0RVboVsJWZZjLqADQGGeSdF2kldGd08fyoqtEbczm3Qxn4f5YmKUxsXEEysT7vy8zdmHO16qxn92tSjajy8acPHhJZg7ITfi1zqcCEff54aq6uag53xfS6wFdABYt3m3okG2wzWsnwherxd9fX1wuwfC/3Nzc/HII49g3Lhx2LBhQ6LWSERERERppORk+V/b6lBgyoq4jVmvwR8umodXblg05iNchlo0vQhrls9GoTnwluIisy5l3TVEREQ0wGo24LAppSjKN6fkIrYvvsRXSBeEgSiOTOUZEjnidLljKmJq1CLMpuREQ5uNOrS0K89r73L2wGLSo7I8L+wx73b1KR786ePL11eas68WVYpiX3wd9pJXxgNRzs+HW1yWvDK27e/AGzsbsW1/h79jPZ4Ix0jrkrwy1mz8PO79NTt6saO2c1hrUiLmTHQA2LZtG5588kk888wz0Gq1uOiii/DHP/4RhxxyCADgd7/7Ha655hosX748oYslIiIiotRTcrLc4nDjikWT8HjV3rDbrF42A0dOGrsDRKNZNL0IC6cWpnVgEhEREQ0QBAElhRYUF5jR1GpHc1v0oY/DNThLOx1DTpUaujalXdSCAEwclw9jtg5NrXY4upQNpoyFwxnbPlvanei096Cs2IrSIitq64PjVCLllIeiUYswfjMAVEnOvkYtQgaiRsr0eyQ4XW6YsnVYv2UvWqOcn/uKy/EMoA8X43jijOE3wgxd1/b9HQFZ5/GIZ3hprGIuos+cORO7du3C4sWL8cQTT+D000+HKAb+47noootwww03JGyRRERERJQ+Sk9Kx+VlY83y2UEn3EqGE9EA3+20RERElBkEQYAxW5eSInq/R0JrR5c/Jz2VQ06VGlwg9lFa8DebdDAZ9QCAbIMWQPKPqRK+OwES1bhQVmz1Z5ELghB1YGxZsTVqod7rlbGnzYX9XRI6ejwRG1cGi6e4HC7zvMXhxrPv18a8v1AGr2trzfBnEOQZEz8gdqiYi+jnnHMOVqxYgbKysrDbFBQUwJvgqblERERElB5KT0rzjFrMnZDLbmoiIiIaVVJZ0G5otqO13YmyYmvU4ms6DC4Q+yg9PnZHL2wOF6xmA0zZOogqFaQMqh8ON1dboxZRVmwNGv45kLOPoIGxg7fv6g7uoPcVzj+r78KHtXY43bF//8VaXFYS46gSgOFGkPvWVVXdjGffqxnWvorMOsyuyBneghSIuYguyzJycoIX1tPTg/vuuw+33HJLQhZGRERERMkleWVs39+B7TUdAIA5E3IxpzJ4mNDsihwUmrURI10Gn7yym5qIiIhGEyXdxInk64yuLM9DZXleUPFVJQjwyskfpDhYuAIxENvxqW+ywZStRbutGwa9Bl3dyY/hSLb8nGxYzAYYDdqgCww+VrMBFpMeTpcbHo8E9Tcd/b7th16I+KTOgQ3bm2AbRsxJPMVlJTGOwy2g5xg0OHycNWzHe6xWLp2akoYdQZZj+1cniiIaGxtRWFgY8Hh7ezsKCwshSZl1m8lQDocDFosFdrsdZrM53cshIiIiSouq6mas2fh5UP6gRa/BTctmBEWvRDvJ5fBLIiIiGu1sDldQQTuZNGoR0yeXAIC/+CqKKhxs6ExpzIuoUqG8xIocS3bYbWRZxme765Di2n5GmFRRAFN25EGpvqGcke7UtDlcqKlrxyd1Djz2bt2w1xXP+flrnzXgthd2KtpWAGIeuOpTYMpCn0eGvac/zj0MuGLRJFx2wiHD2odScXWih7qq8umnnyI3lx1HRERERJlM8spYv2Vv2BxFe08/Vm/YEXTSvWh6EfPOiYiIaEyzmg0wG3Vo7ehCc2tX0rvBfYMkjQYtZFlGr7sf7j5P0groOq0Gve7goqbk9aK2vgOCIAR1osuyDKfLjdYO55gsoIsqVVBGvO+Y+DrOt9bYsPa13UFDOlctnRZwDm01GzCuVMbql/cMe11XLJoU9fx8aGHf5urDus27Fb/HcP66W7v6hvHqb43LC39hJ9EUF9FzcnIgCAIEQcCUKVMCCumSJMHpdOLKK69MyiKJiIiIKHZBJ8bdfVj32i5FJ61rN+/CwqmFAR0yi6YXMe+ciIiIxqxUd6IDgL2rBzUH21OSHR6qgD7YwYZOWEx6f00wHccj4ww5DR56TMJ1lbc43CEbV2o63eh0Da8726gVodeIeO3TBhSYdTh8nBU7D9oCzt+37G4Jao4ZiVIxUNRHcRF93bp1kGUZK1aswO233w6LxeJ/LisrC5WVlZg/f35SFklEREREsamqbh7WiXGLw40dtZ1B2ebMOyciIqKxyBe1kWptHc6Uv2c4kteLpjYHSgosST8eep0GPb3DKyangiR54XS5YcrWBR0Tr1fGhu1NEV+/bvNuLJhS4C9y728Z/t+30y3hwTe+8v956CBQi14z7BiVTJCqgaI+iovoF198MQBgwoQJOPbYY6HRaJK2KCIiIiJSJlS+4pbdLQkZ0tPuHNmdKURERESJIMsy6pts6V5GRmjr6EJRninpxyOeArqoUkGW5ZQPXXV29yJbnxV0TPa0uaIOBm129GLZ7/4D2zC7zyMZOgh0NBTQgdQNFPVRVER3OBz+IZxHHHEEenp60NPTE3JbDuskIiIiSo1Q3eYFZi3c/Ym5pTaVt0cSERERZSqnyz22I0sGkSQZ9c2ZGeHii7wpzDf5h16KKgGNLY6kvm9zWxfaOrshSYGRO44oBXSfZBbQ00kjCuiXEn9Bw6zXYPWyGSmfyaSoiJ6Tk4PGxkYUFhbCarWGHCzqGzgqSZn3j4iIiIhotKmqbg7Zbd6aoFzDQrM2pbdHJlKo7vyxntvOY0JERBQ/TwYWjNOpvbM73UuIqNPmwvTJJRAEAbIso62jO+lF/6EFdAAw6xUHgIxK/ZIcFCWTCHedMwtHTspL7E4VUPS3+e9//xu5uQPZl1VVVUldEBEREREN8BU+Wx296OzuQ44xCwWmgeFAazfvSup7r1o6bUQWWUN15xeatVi1dBoWTS9KSzE53QXsaMeEiCiZZFke6OLtl+CRJKhFFTQaNYwGbcgGPaJMpFaL6V4CxaDfI/lzygVBQFmxNS159pPzDbDq1VEjXUazRBfQC01azEnTfCZBllMcFJRmDocDFosFdrud0TNERESUsSINBrUaNEm77dOi1+CmNNwemQjhuvN9LlxQiTd3Nqa0mJzuAna0Y7Jm+ewR+XdNRJlLlmV0dfei2+VGj7sf3a6+kB2aGrWIsmIrrGZDGlZJFBtZllG9pzEjI0wotIJcI8qKv72r0uZwob4pMIZGpRLgTXSVd4hP6hx47N26pL5HqiSjqzxW6Tx3VVRE/+yzzxTvcObMmcNaULKxiE5ERESZLlrhMxkWTS/EWUeOx5zK3BHZgS55ZZy59p2QFx2USMYJeboL2EqOSZFZhxdXLRyRf+dElHlsDhcONnT6c4mVqCzPYyGdRgSbw5WWbmaKjyiqcNiU0oA7Xnx3xng8EkRRhdr6jpAX+UJRCQKMRi0cXb0Rt/N6Zexpc8HR44FJK0IWgM8bnPiw1g6n+9sCfjKbYpLlrnNnwWrIQrvTjYPt3Xi8am/K3jsTGn0UxbnMnj3bnyMUCTPRiYiIiIZH8spJj2oZrMisw8qlU0d8N/KO2s64C+gAsG7zbiycWpiwYrKSv8dEv+dQSo5Js6MXO2o7MTdNt8US0egRb4GxvskGi0nPaBfKeFazAZXlCOpmpswkSV5/pIuPIAj+P3d19youoAOAV5bR3d0XcZtP6hzYsL0pbHyL1aDBidMLcfSEHOxp6caf39mv+P0jseg1sPfEXpA369UBw0+LzDqcNKMImz5tCCjwh/u8MLHQFPbO2UTSqgXcePr0tH9eUVRE378/MX+pRERERBTZcIvBPgKASO0PZr0Gd50zC3MmjMzO86HancM7ZokuJmdCAVvpMRnusSMikmUZdY2dcb223yOhtaMLBbkmFtIp41nNBlhMen83s1otwuPxoq6pM6aC7EghABhXmouu7l502l3pXk7MIg2EjWdYbKS7bJTEtthc/Xhxaz0KtAK+bo5/OOsFx1ZgwZTCgHk7W3a3hC1oD41h8RXFF04tDDm35+rFhyqa57NoehEWTi3Ecx/U4vevfxn31xON2yPj5uc+hWq5kPmd6BUVFUlbwMMPP4z77rsPjY2NmDFjBtatW4fjjjsu7PZutxt33HEH/va3v6GpqQnl5eW4+eabsWLFiqStkYiIiCgWwxkkmaiC5gULKvH0uzVhn1+9bEZaptonS55RO+x9JLKYnAkFbKXHJBHHjojGNqfLDc8wCogNzXa0tjuZkU4jwuBuZgDwer042JB54wZFUTXswr6gEtDd4x6RBXQAUIuq8M8lcFis1ytjw/Ymxds/t70JJ06JvYlCEIBjJxdgwZTCoM8XvoL2jtpOtHb1otPZh5zsLBSYdTh8nBU7D9pCfjYJ1cwhqgTFTR6iSsC5x1Tgmfdrkt6Rnuy7OKNRVETfuHEjli5dCo1Gg40bN0bcdtmyZYrffMOGDVi5ciUefvhhLFiwAI899hiWLl2K6upqjB8/PuRrzj33XDQ3N+OJJ57AIYccgpaWFng8Y3fKLREREWUWJYMkIxXZYy1oDs1THHy75WHl1qC1jJb4lqFmV+Sg0Kwd1sl7IovJmVDAVnJMisw6zK7ICfs8EZESdsfwC2z9Hgk1de2oKJORY8lOwKqIks/mcOFgYye80ccNplyuxYDWDuew9uH1ymjvjL9jOt0i/a0YDVpo1GLc0TyDL1LsaXOFjXAJpbPHgzKLNuqdo4PpNCr09nvx7letePer1pCD6iMVv5N156Pvc82JM4rx7Pu1SXkPn3THECoaLKpSqdDU1ITCwkKoVOGv4sSaiX700Udjzpw5eOSRR/yPTZs2DWeccQbWrFkTtP1rr72G8847D/v27UNubnwHjINFiYiIKFmUDJIEELHILnllnHZfleJBQ7effTjyTbqwXe/D6YofaYYzkDXRAzYzZahnuoebEtHoJ8sydn5ZD683cUXE/BwjLGY9jAYtI14oY8U6B8CUrYUkyXD1Rs7VTpRJFQWQJO+YznAfX5qDXKsx7PPDGRY7vjQHGo0aHo+ELV+1Y80rsc00uuyYMhyw9eLN3cMbVpvOc7lQzUNDo2MS7Y4fzMTiw0uS9wYRhK+ID+L1elFYWOj//3D/xVJA7+vrw7Zt27B48eKAxxcvXoz33nsv5Gs2btyIefPm4d5770VZWRmmTJmC66+/Hj09PWHfx+12w+FwBPxHRERElGhKBkn+duMXWL1hR1BhtcXhxuoNO1BV3QxRJeCG701X/L63vrAT7+1pxeLDSzA3RL65ryMl3POjyaLpRVizfDYKzYHd3UVmHS5cUBnxtSuXTlV8bCSvjG37O/DGzkZs298BKcQnBVElYNXSaQl7z3hFOiYsoBNRIjhd7oQW0AGgrdOJvbWtqN7TCFsCutyJEk2WZdQ32WJ6jdPlTlkBXaUCIMuQZRnjS3MwcXw+8nPG3h0e9c122BwuyLL8Ta57N7q6e+HrJ7aaDSjIDV9kBwa68b9s6cbHtXZ82dLt/3mn0ahhytYhx5KN8vzI+wjFrFfj7FlF+O7U4cUrrtu8O+S5aLL5GjWGfq5J9lLSGUOoKM4lGdra2iBJEoqKAk/ci4qK0NQUOkdo3759+N///gedTod//vOfaGtrw1VXXYWOjg785S9/CfmaNWvW4Pbbb0/4+omIiIgGUzJI0t4Tubvcl/N30oxiVC+wR8w0H+zpd2swvcyCk2YUK13uqDU4D3Jo930i4m2UxPUMXsua5bPTHqkT6ZgQEQ1XPMP5lPJFvFSWg1nplFGcLnfM3d2pTHyRZWDvgTb/nzVqMeEXu0YCSfKipq4dghB4/DVq0T+DwWzSh429+aTOgQ3bmwKiWqx6Nc6fV4JZ08r9d3y2dvXCkCXC1afse0IA4HQP7HNinj7urw9IT8SJkuahZEh3DGFcRfS3334ba9euxa5duyAIAqZOnYqVK1fi5JNPjnlfQ2/NkmU57O1aXq8XgiDg6aefhsViAQA88MAD+MEPfoA//vGP0OuDv/FWr16N6667zv9nh8OBcePGxbxOIiIiokgSMSBy8EnwzxcfiumlFty98XN0u6OfkN/90hc4YVoRC6MInwc53GJyuGgU350EoTq7M6WAHcuAKCKiaGRZHigi9kvosCc/L/lgYydM2Vq4evvh8UhQq0VGvVDayLKMlvaudC8joqEF+5EQ5yKKAiQpOYX+UMejpq4dRfn9KMo3hRzC+kmdA4+9Wxe0L1uPB4/89yDa3DKqqlvQ5oz97gIZwOPv1QPHAs9/0hzz64dK5qD6UJQ0DyVDKu7ijCTmIvpDDz2EVatW4Qc/+AGuvfZaAMAHH3yAU089FQ888AB+9rOfKdpPfn4+RFEM6jpvaWkJ6k73KSkpQVlZmb+ADgxkqMuyjLq6OkyePDnoNVqtFlpt+lr9iYiIaGxI1K2Fg0+CTzqsGP2SF7e9uDPq67r7PNi+vwNHTsobUznosYq3mKyk48Z3J0G4SB0iotHA5nClPGNZkrzY+WVDwGODO0mJUsXmcKGusROeIQVXCk9UqSB5ox+vZBXQI2luc6DD1h00hNXrlbFhe+iUDJ/nPwousMfqma2NcPYN/3sp1REnqS7ap/ouznBiLqKvWbMGa9euDSiWX3PNNViwYAHuuusuxUX0rKwszJ07F2+++SbOPPNM/+Nvvvkmvv/974d8zYIFC/D888/D6XTCaBzIG/rqq6+gUqlQXl4e65dCRERElDCzK3JQaNYOuytj6ElwgVmn+LXbazrgdHsUx42EwgJ8aEo6btJxOy0RUSoNZwhfog3uJC0uMLMrnZIuk77/RwKVSkCeNRtmow4yBi6G9fZ50NHZHXARzhc1o6TQHiuvV8aeNhccPR6Y9WpMzjdANeS8tt8jobXDCYMuy59Zv6fNFRDhkiyJKKCnI+IkFUX7SxdOxIRCY0Z9Hom5iO5wOLBkyZKgxxcvXoxf/vKXMe3ruuuuw49+9CPMmzcP8+fPx5/+9CccOHAAV155JYCBKJb6+nr89a9/BQBccMEF+M1vfoNLL70Ut99+O9ra2nDDDTdgxYoVIaNciIiIiFLFN0gyVNyHj1mvhiPCCXmok+DZFTmKMxZr2px4csu+oMcjxY0MFkve91ijtOMm1Z05RESpIssy6ho7072MIM1tDrR1dCE/18RiOiVNPINEh1LakZ1uoaJN4uH1ymjtcKK1wwlRJfj/jRbnm+F0uf3RTLIsY9+g/PZECZdnvnxOMY4oNwdtP3joa6Tz9UyTjoiT2RU5KDBlobUreYNy503My7jGFFWsL1i2bBn++c9/Bj3+r3/9C6effnpM+1q+fDnWrVuHO+64A7Nnz8aWLVuwadMmVFRUAAAaGxtx4MAB//ZGoxFvvvkmbDYb5s2bhwsvvBCnn346HnzwwVi/DCIiIhoDJK+Mbfs78MbORmzb35H0yfW+QZKF5sDujCKzDmuWz8bqZYdFfH2ok2BRJeD8+ZWK3n/7/o6Iz6/bvDvsMfDlfQ/ttvYV4Kuqh5/XOJIp7bjRqsbe0C4iGhuaWu0ZG2EheWU0tznw+VcNsDlc6V4OjULxDBIdLD/XiHGliesWFlUxl/MUy7cGd2sPl+/f6M7d9TjQ0IH+/m9nGygt2MdSKPblmQ/tJrf1ePDYu3X4pM4R8fVmfVwjJJNq6Jfv+3yRjkaXLbtb0OdJ3jmvWa9J6wDRcARZjj4feHCR2uFw4P7778eCBQswf/58AAOZ6O+++y5+8Ytf4Fe/+lXyVpsADocDFosFdrsdZnPwlSciIiIaHdLZVR0pEiXUuqLl/EleGd9d83bEbvRsrahoAOkfLzkyqKtD8so4c+07EeNKisw6vLhqoaIPMKMxEkbJMcrRq3HvGVNx2KGl7IQkolGlvrkTre3O6BtmiMryPGalU0J12rtRWx+5WSGSiePzIQgC7F096LS5AjrSVYIAb/TSnF+OJRtftThR0+QIiihREl+SSTRqEbk52WhujVzUBgCLSQ97V0/U7bxeGf/vlT0R41hy9Grc9b3JYY+Nkn2ky3nzK3DcoYVB59epOv/2Nd4k0xWLJuGyEw5J6nvEQ1ERfcKECcp2JgjYty/4FuJMwiI6ERHR6Bft5C5dXRs+8ZzkRvuazptfgWffr4363nf8YCYWH14S8Ni2/R24ev3HUV8bqgAfap2jNRJm0ycHccdL1WGf/8mCchxRbsakigKYspVn2RMRZbLhFg/TQRRVmDG5BKokduvS2NLV3Yu9ta1xvVZUqaBSCQGd7CqVAFO2Fnk5RpiydbB39eBAQwe8Ue6a/KTOgee2N6EzREQJgKD4EqNWxNEVFswsM2V0QT3WCwmRfNnSjbVV0c+JVy2qwKGF2WGf93WzZ5pCsxb/XHV8wGeHVJ1/K2kqGS6LXoNNNy7KyAYcRfcn7N+/P9nrICIiIkoIyStj7eZdEbdZt3k3Fk4tTMnJWaiCeTx8UTEPbN6F1hAnyGa9RlERPVQsSaLyvsMV+pVmsme6+RNz8ZMF5UEfUHP0apw7KF/TM4zbvYmIMslADrotKfs2m3QoyDHC6XKjua0rofuWJC8+/7IBBXkm6LRqf2wE7xKieBkN2rgzzSWvF0MTS7xeGfauXji7+zCuNAdWswFmow5f7GkMG28SrqjriygJxemW8PZXHXj7q46IeeDplqgCOqA8zzzadkeUm8Oe97n6vXB70hNv1eJwY/2Wvf5O7VSef++o7UxqAR0Ablo2IyML6EAcg0WJiIiIMpmSk7tmRy921HYmfVhNqK4Qs14NAQLsPf3+x5R2iiyaXoSFUwtDdrFLXhmFZm3USJZQRXyled+Rtsu0ixfJoFaLOKLcjFmlpoi3SqvVYhpXSUSUGLIso7WjK+GDEAUA48tykWMZ6AA16LMSXkQHBopyzW3fRkRo1CLKiq2MeaG4CIKA8hJrTHdlqEUVZCBi5rfk9aKmrh2V5YDVbMC4khzU1LUHbef1ytiwvSmepfv5iu2+O+dGK6V55kq2C3Xe55Vl/P4/B6K+Npker9qLiYUmLJxamNLz79au3mHvI5xo8ZaZIK4iel1dHTZu3IgDBw6gry9wEusDDzyQkIURERERxSNRXdXDFa4rJFTXSyydIqJKCFn8F1UCVi2dFjHyJdTgUgCYXZETdwHeJ5MuXiSL0aCFRi2i3yOFvf1X802340gjyzKcLjc8Hokdm0QEm8OF+ibbsAYphqNSCf6fLzaHCwcbOhP+HqH0e6SAYiVRrHIs2XD19KG1I/J8AFEloLI8DwCw90Cbon3XN9lgMelhNRtQWY6gf3972lwJy+d+bnsTZpWaMjbaZbgm5ekhAIjU2y58s104kbLlP661J3S98Vq3eTeMOnXKzr+rqpuxbvPuYe1jqByDBtcumYqCbz5nZHqjTcxF9LfffhvLli3DhAkT8OWXX+Kwww5DTU0NZFnGnDlzkrFGIiIiIsUS0VUNDG84j5Ku7FCG2ynii3yJdXBpPAX4ocdHaWdKsi9eJJMgCCgrtobsEPMpK7aOuOJzqGJZJnZsstBPlBo2hyviz7nhkrwyauraUZDnTsuwUl+xkj8/KBa+30EGfVbUAZfjSnNhMurRae9WvP9+j4TWji5o1CLUahHlJVbsP/jtv0OlESVKdPZ4sKfNFTEPfCTb294TsYAODBTY97b3hDwGn9Q5giJcBkfhKO10T7ZmRy+271d2Z8TWfe3DKlIna5hop6sfBWbdiGmwiflvfvXq1fjFL36BO+64AyaTCS+88AIKCwtx4YUXYsmSJclYIxEREZFiieiqVjKcJ1KRPd68wER0ikSKfIn2OqUF+FDHx2rQKFqf0oscmSpch1gmFp2VCFcsS2XHppLi+Egp9BONdLIs42BjajrD01FABwZ+vjldbg6AJkVkWUZTmwNt7V2QBg39VKkEQA7M8h76eynWeLeG5m87nIeetyW6cButKB+pEztTqVQCvF55WJno0XLnf7KgHLNKTbDq1Qm7M2A4Pt6n7E6HJ7fsw6s76uMaNBpvc5BSI6nBJuZ/hbt27cIzzzwz8GK1Gj09PTAajbjjjjvw/e9/Hz/96U8TvkgiIiIipYYTawIoG84DIGKRfTgng0peG61LPlzkSzRKCvDhjo/N1R/02FDRLl6MFFazARaTfsR3RcuyjPomW8Rtkt2xqaQ4ngmFfqKxwtndGzG/ebSwd/WwiE5R+eKGQs0F8H5TUC8qMEOXFXp47fCGkQb2Uk/ONyS0cBupKB+tEzvTiKKAcSW5kGUZtfUdcWeie70ynouSO++Lwlk+pzjsMNfhyhJV6FP4c/jzOgcKTFq0dkX//BDvoNFkDxMdSQ02MRfRs7Oz4XYPHLzS0lLs3bsXM2bMAAC0tSm7AkJERESUTPHGmvR5vLjn5S8i7vs3/9wJV19wRuzgE9PhnAxGe62SLvlwlETURCrAD7cTJdLFi5FGEIQRX4BxutxR846T2bGppDhuMenTXugnGku6XCOnI3A42jqcMBq0vABHYSmNNero7Mb0ySVhfwdlZ2vhiBD9opRKJSSscJvzTWd5KEo6sTOtkF5RlgezcSDf3NXbB69XjnrBIdQx2NPmQmeUixS+KJwjys34yYLyoIsNiaC0gO5z1KQ8vLqjQfH2scZHbtndEtN6YmHRa0ZUg03MRfRjjjkG7777LqZPn47TTjsNv/jFL7Bz5068+OKLOOaYY5KxRiIiIqKYxRprUlXdjHte/iJqR3WoAvpg6zbvxvPXHhc1UiYUJTEz0brkwxXSh1N891HaiWI1aAKOY7SLF5QeHoUDA33bJTKTXEkX/MGGTqjKkNZCP9FYM5YuRfECHIWj5HeUT7jfQckYzhuucJujV+PcOcUAoKioe+6c4qBoFq9Xxpet3fjbx5GLsZk4lHTwQPeyohwYdFqcP8+JR/57MOxrQh2D7j5lxWtdtgEVZbmYVFGAH500Dbe9+Bne+rw56usEAZCjhbXHQZ8lhmweCqfZ0YvnPqjFucdURC2kV1U3Y8MHtYrWccWiSXhp60G0dvUp2n4kirmI/sADD8DpHMguu+222+B0OrFhwwYccsghWLt2bcIXSERERBQvpbEmiRyW0+zoxc6DtqiRMqFE6tRW0gUerrNkOMX3wZTG1KxcMhUFZl1cQ1kpdZRmtarVYkyZ5EqK7Uq64CWvFzX1ygZmKb0gQESRZRu0ALrSvYyU4AU4CkfJ76jBhv4OSuZw3iPKzZhVavLnlRt1IgQZ6HJLMOvVuPO0Q/D67ja8/LnypIhQ8S3hZOJQ0oYWB5pdEurau2HVi5hVkYsfnTgVBXkmPPTmHnR0f9vY4bvgEKqbflKZFUD4wrtPeV42cizffv13njMbRZYv8cx7NfBGKJIno4AOAMVWHcx6Da767hR8sKcNr33WGPU1v3/9Szzzfg1WLZ0WtukoljtQi8w6XLJwEi5ZOAnrt+zF41V7Fb3O3tM/7HlQqRRzEX3ixIn+/zcYDHj44YcTuiAiIiKiUJREkcS730QPy2l3urH48JKQXSEW/cAATntPbJ3aSrrAQ3WWDKf4PpTSmJoCs27EnAyPZUaDFhq1GLFQoFGL8Hgk1IYoZofKJFdabFda9PZG+jQ6SKzD24goNElKUpUnQ/ECHIUS6/fF4N9B8Q7njWWQp0ol4NDCbHxS58D/fdgQlF0eLQ5kcDd5uPiWSJTMwUmVT+oc2LDxq6BjcMG8Upx+ZAXGLVOhuqkr4nH1naeYjHoUmr+KeL6do1cjq68XNocr4Lzm54sPxU9OnIx/fFiLx6v2oqc//PeQIUuMemdrLP74xh7E85Pb10xj1qsDhqz67lQ16zWK76q9Zsmh/s8Rl51wCCYWmrBm4xdw9ET/XhnVg0V9tm7dil27dkEQBEybNg1z585N5LqIiIiI/BIRRRJOMobl+IrN4SJlfO8bywUBpSeYgztLFk0vUlx8H9oFEuqixeyKnKgxNaNleOhYIAgCyoqtEbvlSousaGi2RdyPLxLB3tWjeABoIovemm+63YloeGRZRl0cxb+RjBfgKJRYvi+G/g6KZTivRi3CI3mx/aA95kGekbLLo/F1k0/ON2BDlEGaoext64FKEKIW+5Mt0jF4+L8HIHm9OKLcHLVrflxpjj9TPdqdpOfOKR64Uy7EYPMstQqTS8wRC+hA9GjIWA330qdjyPeMr7i+aHqh4n38/rXdUAmC/3PZoulFMGrV+Plft0Z97ageLFpXV4fzzz8f7777LqxWKwDAZrPh2GOPxTPPPINx48Yleo1EREQ0hiUqiiScRHc/DC0ih4uUibVTO5YTzMHHpl/hB7lWR6///yNdtIj24SJRw0MTmb9N4VnNBlSWI2z3uCiqlGWSd/fGNABUSRe8UmXFVn5vECVAV3cvJG9sA+1GOtkro9Pezd8zFCCW31FDfwcpHc5rNetRUZaH5/63J+ZBnl6vHFfxezDHN4X0eIZibtnbiS17By64RSv2J4uSY6A0v33wRY9F04tC3kkaKgZm6FyFt79owl0vfR7Pl5ORqqqVDxT1ffZYfkwFFk4txOyKHMyZkDvqmm9iLqKvWLEC/f392LVrFw499FAAwJdffokVK1bgsssuwxtvvJHwRRIREdHYpDSKZMGUAnx6oBPb9w9ETsypzMWcCbmKirmJ7n5IVBF5KCVd4EOt27wbvzrzMGXbvrYbWs1A51W0ixahPlwkcnhoLPnbNHxWswEWkz7kRYtOe7eifXQpyI8dnD+spAt+KF8+pw+/J4gSq1th8W802Xfw29xo/kwhn1C/o4bGrUwtMqKiLDfo+0XpGaA2S40OuwtPvhs5gztUITje4vdgQyM84hWp2J9MSo6B0vz2oXceLJpehCPGmfH6ttqIMTCDz2sefG03/v6+sgGco9mGD2qx4YPalDffpErMRfT//ve/eO+99/wFdAA49NBD8Yc//AELFixI6OKIiIhobNu+v0NRFMl317wNt+fbLpInt+yDWa/G6mWHRS3qxlOcvnBBJd7c2Zi0InIookqIeVhps6MXkKHo67O5+rF6ww5/Zns46zbvxourFoYdQjRc4YZxhYoEocQRBCHkcD2lt7Qr/ZsfnDPr64I/2NCpqPu1sjwPEATenUCUJK7ezMk5Tgf+nqHBBt+p9VFNZ1DcyrexgoHfK0qH8xr0WXhrR53iQvC0YqN/Tkgiit9ftXRHHIIZK6Vd34mi9BhE2y5cJJzs9SoanurxSPj967vxDAvoAVLZfJNKMRfRx48fj/7+4F+uHo8HZWVlCVkUERERjV2+LO4tu1vw8nZlg44GF9B9HD2eoLiXcMNJlRanB5/wXXXylKQUkSMJd4tpJJ2uvpiK7/YoA4AG56cnenioLMsxRYJQ8ikdPqq0aDC0KG81G2A26vDFnsaIGbIatQjjNx3sRJR4NocLXc7e6BuOAfw9Qz5WswGfHAydux0uVtCUrYOoUkW8OCyqVFAJAjqcfYrW4ejxwOuVIYoqSJIXZn3c4w39Xv2iLfpGMRicsx5uQKqvm9/m6keXW4JJK8Jq0MSVq670GETbLlwknNImgne/7sAz78VWQBcw/BzzkSLZzTepFvO/vHvvvRc///nP8cc//hFz586FIAjYunUrrr32Wtx///3JWCMRERGNEVXVzXhgUzVau5R9qFBi7aZdWDi1EFt2t0QcThqqOF1o1uL7c8sxLi876IQvXNZ5svmGlT73QS1+//qXUbfPM2oxd0Iu1iyfjXte/gI21/A7DROdI+/jjDESZKyTZRld3b3odrkhAzAZtIoLzbFkzudas9Hc5gi7r7JiK0zZOkXF9lDdXiqVCuNKciJGuzD3nCh5lFzAHEv4e4Z8JK+Mta/tjrjNus27sXBqof/8UBAEjCuN/DttXGkOPDEUw33b5VoMaO1wYlKePiMLsZ/Vd+HJD+oDuuuzs1Q4ptIKQ5YKW77uhL03+Dwhnlz1yfkGWPXqiJ38OXo1phebUF5iRUOzPaaYQCVNBKJKhYfein4uPlSm/b0lU7OjF9trOnDkxLy0fG5KNEX/YnNycgJOWru7u3H00UdDrR54ucfjgVqtxooVK3DGGWckZaFEREQ0uoUbIDpcLV1urN+yF49X7Q1+bkgX0UjpkhBVAs49pgLPvF+jeFjPoulFcHsk3PbCzmG/f6Jz5H08CodMKt1uNLM5XEExKC3ogigOFKQjRREozZwPtV0o3T1uWM2GqBnnkQrh0QacMlqBKHmUXMAca+wOFwAwNmqM21HbqShW0HeHno/vd9qB+g545cCSqSAI+PSgDTaXB7JXhkUnhiws++R8080NACajDipRhb/85+uUFmLnV1rwfo096nZvf9UR9Fh3nzfk44PFk6uuUglYPqc45F0CPufOKca40oFzIqvZENPAeiWzWzokYVjNKam4EJIJF1tufm6HoojNkUBREX3dunVJXgYRERGNZZJXxpqNyZtmv+GDAxGfH9xFNFK6JJTE0Awd1lNgGn5X3eDCfKIpvXVW6XbDEUundqqFy40HAEnyhsz09X09docLbZ3Bw0J9WcA5lh6YsnVw93vQ3Bq++3yw1nYnSgoswy6ERxpwSkTJk+kXJi0mHZyuvoiRT4nW1tmNts7usD+/Mvl3BCWO0jvvDrQ4Qp4/Di2gf1LnCMpWz86KfE5z7pzigDiUTZ+34uXPExvFEs2u5m5kZ6nQ3Rf+32AiirV/+7ghplz1I8rN+MmC8qBjmqNX4/x5pVh2VIX/32642S+RRDuv+ag2+oWFSGQAp84qwaZPG4e1n2jvkW6hIjZHKkVF9IsvvjjZ6yAiIqIRrs/jxQsfHUB9pwtlOQacfdR4ZKlVAMJnkfts39+RkCFJ4ThiyPkeScLF0IQb1qNkiKpFr4mYiz60MJ9ISvO3Q0WCJJLSTu10kGUZBxsid3QBwMHGTkiSBMkro6/Pg057j6LhnZ12FzrtrpjX1dbpRGGeediF8Hg+5BLR8KTiwuRw6HUajC/NxRdfNQYVJZMt1LDRTP4dQYml9M67vp5e2Bwu/99/qIikT+pCZ6t39w18HxmyVHANKlIbtSKOrrDAkCXC65XxaUMXfvXq12hTmKOeSNGGnwKJKdZ293mxaVcbvjejQPFrjig3Y1apKSCHfeGMEhTnmxNyYSvSeU2ecfhzJKp2tcS0fZFZh2tOORTW7Cw89b99+ODr8J3ymWZo9NFIFNc0AkmS8NJLL2HXrl0QBAHTp0/HsmXLIIqZ/cuXiIiIEk/yyrj1hU/x9ufNASfQf3jjS5x/bCUOK7dGzCIHgO010YuC8TLp1OjqjX7yn6yc72SLJYZGSff6TctmAIDiwnwiKbl1NtnZ2OG6vEMVUtKhqc0ByRv9o6okeXGw0Zb8BX2jr+/bf2MshBONLEaDFioBUPCjJS2aWrvQ0u5MeQF9sIONHVCpBEiSF7X1wecsmfI7ghJLSfOBL27lYEMnvF4ZGo0IWZYDLrJ4vTI2bG+K+F5aUYUrTijH5w1OfFBjg9Mt4e2vOvD2Vx1BBfbRrOqrDpw6LT+mQaMqlYBDC7P9f9ZlqRN6rhjuvEbJ90c0PX2hG0fmT87HURPzYDFoYHf1I8eYhQKTLuAc/6tGx4gqoo/UpqXBYi6if/311zj11FNRX1+PQw89FLIs46uvvsK4cePw6quvYtKkSclYJxEREWWgqupm/OafO+EKcQLolYGn360J+bqhWeTJ/GB83vyKkHnoQyUr5zsVYomhUdq9nq58+HRmYysZrlffZIPFpA/6cJaKW/ttDpfiiJVUy8qKqzeHiDKAIAiwmA1x3YWSKt40V/glSca+A9EjNML9jqCRSUnzgS9uRfJ6ceCbO8WGni/taXNF7ebu7PFgX5srZH74WCmgAwOd+XvaXAFF8VgNvbsm2h2xsRq8v+/PLVf0OSNW7+9pw/dml+Gkw4rDbpOTnZXw9022kdq05BPz2e4111yDSZMm4YMPPkBu7sCHtfb2dvzwhz/ENddcg1dffTXhiyQiIqLMk4hBoL7b+ix6TWIWNYhFr8FNy2Zg4dRC/GtbneIBnGOBku71dObDpysbW8lwvX6PBKfLHdCRlIpb+5UU+NMpP8eY7iUQ0TCYsnVJK6JnwmC7VAn1O4JGtkXTi/Cr06fiobe+DsrdPndOcchBmEPvGFMaWfj2l8m7M3MkiSfi0euVsafNhe4+LySdAbMrtRBVAqqqm6PeERuLUPuz6DXokyT0JPhix/2vVuOE6UVhC/55ppHXADSSm5aAOIro77zzTkABHQDy8vLw29/+FgsWLEjo4oiIiCgzSV4ZazfvGvZ+fLf15SboJNCgEXH0Ifk468hxmDMh13/SGesAzrEg04eopiMSROlwvcHbpSr+RUmBP10K8oxQqVTpXgYRDYNGk7xoVpNRB4dz+NnBI0WmD2ql2B0/rQilOiEgd3tyvkFx5IhZr6z05uofOx3nkYQ7XqKogl6nhrM7MBc+aGDruwdh1mtw1KRcvPV5c9B+ht4Rq1S4BqJIs4SGo9PVHzb+pKq6GQ9sqk7K+ybLaGhairmIrtVq0dXVFfS40+lEVtbIu5WAiIiIYrejtnNY+X+DtTvdKDANv1h6xaJJuGThpJDF8FgHcNLYpHS4nm+74cS/RBIqGiZTizIFeUaUFY3sD0REpGywc7y8CoYajyaZPqiVYmc0aKHNUscdMTI53wCrXh0x0iU7S/QPGR3LfBnzociyHLKAHmpgq6OnP2QBfbBYBl0mqoEoVr74k8ERMgfbu4cVITO1xITdjcF13WQbDU1LMRfRv/e97+HHP/4xnnjiCRx11FEAgA8//BBXXnklli1blvAFEhERUeZJZJ6dL0rEotfE1cmhtBAeywBOIPH5iZT5lBSRNN8UtYH4418iCRcNk5sTfzZoMqhUAmZMLoEoslhENBooGewcL6erL/pGo8Tg3xE0egzn34fv3HH5nOKQxV6fRVNy8crnrXGvcbTwZcz74lkGd/4PpWRgaySDB11KXhnb93dge81ApM6cCbmYU/ntXa2JbCCKRXuXG29/3oTfv747Ye+f6gK6Wa/B6mUzRkXTUsxF9AcffBAXX3wx5s+fD41mIL/U4/Fg2bJl+P3vf5/wBRIREVFmkbwy2rsScxLnu61vy+6WmAroVyyahHF52TEXt5VGmCQ6P5FGBiUfksuKrf6u8njiXyKJFA3T3OqAqFJBypCOzvGluSygE40y4QY7k3KDf0fQ6GI1G1CU34/mttgGfFeW5wGCgKJ8EwAExo7g22z1WaUm/G9vZ9QBpKPZSVNycUS5OTieBYBVr8byIRn0Sga2RtPudKOquhlrNn4ekMX+5JZ9/vlKi6YXpW0g5u9f/zIt75tId507C0dOzEv3MhIipiK6LMuw2+145pln0NDQgF27dkGWZUyfPh2HHHJIstZIREREGSJUcXk4Vi6dCgCKb49MRfxKuLzDePMTKXFCxZwkulgRrogUalBorPEvkSgaHBrlSy3IM6K13aloTUqIKhUgAJL0beE+0QNTiShzyLIMUVShpNCM/n4Jja2xFQvHuoI8I382jnI6bWx9qBq1CGO2DoIgwGjQ4qhKF2aVmsJmq18wrxQP//dAMpY+IswsM4WNZ7H1ePDYu3X4yYJyfyE9ngGkQ0WKRrH39PvP/XOyGV8dD0OWiDmVmTuDKVYxF9EnT56ML774ApMnT2bhnIiIaAwJV1wORwBwwYJKHFZujZhFvm1/h6Ki/LWnHIpzj6lIaqSKkrxDpfmJjINJrHAxJ8ko6FrNBlhM+qgF+1jjXyJREg0jSV4U5ZvRYesOexyy9VocbOiMq2O9MM8ItVqEWhSh0QTG1iTzwgURpV+on7G+SAVSxmbvQWkhO9FHs8EXxUPFjQwdNDr4zoTBd7uFy1ZfdlQF7F4VnnmvBoP/6QkATjo0Fx/X2mHvHZ13ieTo1ZiUp8evXv064nbPbW/CrFITVCoBJu3w7ogrNGvxz4+jX7RYu3kXbl522LDeKxJDlgjXKM3D7+mTIHnlUfMZKKYiukqlwuTJk9He3o7Jkycna01ERESUYWIZpqPXiDhxRhF+efoMZKlVABAxi1zp7ZF5Jm3ST8CU5B0Ozk8EQhfLt+xuYRxMAkWKOampa0dlORJeSBcEIWqOeazxL+HIsoyu7l5F69Jp1Zg+uSRsYdt3AaCpzYG29i5IMRTA9Los5FiCP9grzXMnopEp3M9YFtBjE+sMDBp5fBfPP6rpjBg3Eu4if7S73T6p68LT79YEva8M4K0vO/DdqXl4c3fi5xZkgnkVFuxt74kaz9LZ48GeNhcOLcyGPMyPBd+fW65oQGeLw42XtofPsx+ue847Al83d42K6JahZAAvfHQA5x9bme6lJETMmej33nsvbrjhBjzyyCM47LDkXYkhIiKizKF0mE64bvFIWeR5RmUDuJRuNxxKC/q+7ULF24QbkDo0DiYV0SSjgZKYk/omGywmfVqOXyzxL6GE6v6MRK0Woxb4BUFASYEFxflmOF1udDl70dIefYiU0ngaIho9lPyMFVVCTBfkRjq1qILVYkBbR+zxWEpnYNDIJAgC9nd5IsaNXLlgHL5/dEXY3//h7nbzysDazR9FfP8Pauz43mH5ePXzNoy2f5Fv7m5XfOHOF+MSb5yLL+u8X1J+115VdXNc7xVNkVmHORNy0TkCBzCrVQI8Cv7O6jtdKVhNasRcRP/hD38Il8uFWbNmISsrC3q9PuD5jo6OhC2OiIiIMkMyu8VnV+Sg0KyNWKT3DSBVYjgxKrEU9MPF20QbkLpu827MLDWiqcWekmiSkU5JzEm6u/+UxL+Eumhi7+qJ2MU+lNJoGB9fsd1o0KLT7kpI7AwRjS6KoqTGUAEdGMg27+6Jr6ClVosBP+9FUQUBgEfy8oL5KCB5ZfzpP/sibrNheyNmlhohCELYc7pQF8N31ESPN+zq9eCVz9tiW/QI8mGNTdF2OQYNPqlz4LlPmuJ6H61G5b9LNt1WLp0KUSVgy+7kFOmTaXaFFVv3Rz+GZTmj57NNzEX0tWvX8oc+ERHRGJPMbnFRJWDV0mkR89ZPPrxYUSE8VGd4LDEqSgv6h4+z4ge/3xJ1f6E0O3rx1o6DQXmYyYwmGcmUdvWlu/svUnd4qG5ztaiKuYtMSTRMuLUlInaGiEafdP/szESNLfENVNWoRXg8XlTvaQx7YYIXzEc2JXdm+uJGtFk2GLN1+PSATVFjR2uXsli30czZ54VRK8LpDv9zyaxTIyfXjPv/8Vnc79PicGN7zUADsEknoisNOfNmvQarl83AwqmF+PDrNrz1+cgrok8rs2B7TSciXWdVCcDZR41P3aKSLOYi+vnnnw+Px4Ps7NCDEIiIiGh0kbwyvF4ZZr0Gjghd1rF0iw+1aHoRLlxQGTIHEgCefrcGh5VbIxbCw3WGD41RiURJQX/l0qnYedCmKN4mnEi3n6YzmiQTKY0YydQoknBZw54YbiFORNFluLEzRDQ6ZerPzpHIatGjtj7y3UW8YD6yKb0z09HjwUc1nfjlxi/R1vXtXQ2RGjs6nSMvziMZjq6w4O2vwidcOHo9uHPj58N+n//33A50xRkHkwh3nTMLTrcHZ659Z1ifKdLpqIn58MoI+/kNAM4/ttI/I2s0UPyVtLW14bTTToPRaITZbMaxxx6Lffsi38ZCREREI1tVdTPOXPsOfv7XrREL6MC3tyPGQ/LKeHNnY8Rt1m3eHfaWciWDTyO9frBF04uwZvlsFJoDu+qLzDp/IV7ph6hwzPrwfQy+aBIa4BviFUmmRpEoyRqOpijfhOmTSxJSbLGaDZg+uQSTKgpQUZaLSRUFCds3EY1MSn7GUmQatYiKslzY7D2KX1PfZIMsf3tO4hsw3WnvRld3b8BzlDmU3nHZ7OzDY+/WBRTQgW8bO97+IjiGxGLQJGSNI12eUQOjNvLPpJ4+5Y0I4aSzgJ5j0MDR24/VG3aM2AK6Ra/BnAm5+PniQ3HhgkoM/QioEoALF1Ti54sPTc8Ck0RxJ/rq1auxbds23H777dDpdHj00Ufx/9n793i56vpe/H+ty9xn1szs2+xr9g4hEAJISLCKHHOMKDSoqEdLerPyrYcv9HIq0O+xUH+1x3rJt/qzaHsOFm2P1trSSI+1akGkGoUCtkIIAkkwQLKzr7P37LnfZ12+f0xmMvdZa2bNrLm8n4+HD8nsNWs+c11rvT/vz/t9++2347HHHuvk+AghhBBikHqZ3ZV8ghV3HtylqlxKPWqWx/qjaRxfDNVsUNru/Ssd2O0r1kqstQS3nSanXhuPnWONg5a0vP6Cfi5FoqbWcDNOh1XX59asKSkhZLio+Y0l9U1PCLBazUho/L0v7eVRq+QXx7KYnfLA66YKAL1ETdk/APjhzxt/n/7ooecBBbj+isnibc+eof6CAPCNY8aWNTFxDA69cR7feW4FkWTjBKJWXTXvxZ9+50RH9t0t99x8efG66L/dcCluf+tO/J//OIeVUBIzXjve9wvbBioDvUB1EP3RRx/F//7f/xs33XQTAOCmm27CFVdcgVwuB5OJZswIIYSQQaIms1uwmfCpW67C3oWRljPQC4/1zGvqLt7rZYCrzQzXkkHOsUzdgLvai6habtk7CbbJ60XL68vpWYqkVoPPTgXg250M6XSGfTdfC0JI76r3G8txLCQNpacKGIbpaCa1iecw4nXAYuKw4o+0NEa9rG1G0epTFUWpbskvSZaxuBJEMp3FjK+1UnlEfxzL4MM37sJHH3q+4XbJJpnSsgJ89KHnwbIMDuz24egJP/7l+KqeQyUtykkK/umZJSQa1GVv149Obui2L7uZQzLb2ljdNhMiJSuNHRYOHMMgmr6Qpc8yKKt5PuGy4K6bqksSmXkWv/KmhZbG0U9UB9FXV1dx9dVXF/+9a9cumM1mrK6uYn5+viODI4QQQogx1GR2R1M5sAzTVgC9ViPQRuplgHey8WktamqnCza+rPa5T7Dizl+8FBMmuWG2Wq+WJjGaR7DD7bK1FfStle3XyZrg7U6GdDLDvtuvBSGkt9X6jc3lRJxbDWneFwNobpysxdSEGyOefIY2y7KGZtG3M1fAc2zT13dzKw671QKvm36Xe4XHYdZtX59/5BSuu2S8aeIK0e4tl+VXlIaT5UFiNcHxTgbQ9eS2mfCd/+ct+Nt/ew1HfnKurPRmYaUwgKprrcLfaq26BVB225VzHrywpK457jBQHURXFAU8X745z/OQZeNmfQkhhBDSGZ3I7K6ktlxMQaPGpWoyw9tpfFpLoXa6lhNTjmXqZp0V9Gppkl7QTimSeq97J5u8FWoNN5o04VgWLMt0NZhtxGtBCOl9lb+xsUS6hX0AcofreZ9bDYJhAK/bAY9gx/hoBptb8Y4+pt5MPIdkOquqBMzSWhAcl39v6PzAeO32xSnlj6bxf/7jXN/Wxe5VbpsJn7plD4ALAWGvw4zvHlvGoy9U16PvZxzL4ENvuRi37t9RtwxloxKVtVbdVt6mphTmsNAURL/++uvLAunJZBLvete7YDZfmIk7duyYviMkhBBCSNd1OrNbTbmYSo0al6rJDG+n8Wk9zWqn1zrp1LM0CVFHTYPPlfUw3C6b7vXHm9Uanpv2tp1hr4VRrwUhpP+omQis1K1+mIsrQSRSWXAs23cBdACQZQVrG1HV2752LkDnCT1Cr1WNBSuhpK776xeClS8rG6Kn0nrd+7aP4OgJPz7xTy8M3GRFJJUr9ntqVIay0d+INqqD6H/8x39cddu73/1uXQdDCCGEkN7Q6cxuNeViSh9HTePSZpnh7TQ+baSVE1M9SpMQ9dQ0+Cxt8qanepMmPMdi1Oss1iVv9v5rqV/eaFsjXwtCSH9hGAZuwYpAMGH0UGoKBPsveF4gtbCin1YL9YY981547KayMiHtmPEO33u5f9c4fukN8/hvf/OMrvudECx4975Z5CQZz54JYs+8F4+f2tC08lVPe+e9eM/r53BmI46vPP5aRx5Dz5URpLm2guiEEEIIGUydzuxWe8L3f+2/CP/1wMWqH6dZZngvaac0CdFGbYPPdhuB1lM5aZLOigiGEvAHLmQhNsow1FK/vNm2Rr8WhJD+oSgKQuGU0cMgFWi1kLE4lsEvXjWNf3h6se19+QQr3vcL2/Dg02cbJpeoreXdL66eH8HehRHdJiNcVh5vuHgUzy+G8OWjrxZvH3eZkRW7tDymhmOLIThsPHZNCR17DL1XRpDGWKMHQAghhBDjSbKCZ88E8f0X1vDsmSAkWSlmdk8I5SdnPsGKw4f2tJXZrfaE75qLRjUHwAuZ4TdcOVVc3kiGm9oGn+02Am2kMGnCMAz8m9GqbPBChmE4Wr6su1C/XM32arZV+xzTmc4ssSaE9I94MtNSxjTprMJqIdJZiqIglkgjFEkglkhDKalV9OZLJ3R5jLddOQkzz+Kug5c13C6RkSDYVOfA9jSWAd73C9vAsQze9wvbdNlnLC3iX1/0YzOWLbt9M5ZFJKXPioFWPXFqsyywryev3aRrvyfS3GB8CwkhhBDSsqMn/FUlUCYEC+46eFnHMrvVlIthGSCczNb9OyFqqanrazpf9qSTtNYj17J94b+bbXvZxZOqahz7A1HYrCYqGUDIEKMVKb2L3pvOaraqS815rBp/9+RZ7J524y27fRBsPKKp+hPYomRcRrWefuVNCzDz+Xze+TGHwaPpb//PO3ZTslCXUSY6IYQQMsSOnvDj3iPHqy4CNqIZ3HvkOO575BSOL4awZ97bdmZ3abb78cUQPnzjrobbywrw0W88j6Mn/C09HiEFhQafjcxMejq+NF5LPXIt28cSaWwGY6q2TaSyTV+LgpX1cFnmHSFkuHRydQ5pD89RKKdTSld1ybKClzcS+OliBC+uRvHauQDC0WSx7KEe/ugfn8f//tGrDQPoAJDM9v/EyS9fO4837Rwvrnz1OsxGDwlAvlxOv/m16xZw/RWTRg9j6DDKkJ0ZR6NRuN1uRCIRCELn6hIRQgghvU6SFbz3vh+ryqIpzUxXs9/KzPXHT23UzHZ/2+WT+IefLEJucDbiE6z45l37KdOCtE1LbfFOCEUSWFwJNt1ufmYEXrdD9fYcy0Bq9CWqse+1zQj8m9Gm2++YH6fa/YQMKUVRcOL0WtMJOtJ9bpcV2+fGjR7GwCn9zD+3HMWRY+sIlwS3PTYev3rNND5w/S4wDFNzNSepj2VQds4/5jRhK56DkUFJn2DFP/y3/4Qb//SHyIq9X77KYzfhv79zN66/nALoRmirnEs6nYbVSifVhBBCSD86vhhSfdJfyEz/1C1XNTxpq3UxUW956kY0g79X0ZTJH03j+GII+7aPqBorIfVUNvjkz5dw6VZzNq212dVurzaADgDpbP67aDWruwygkgGEDK/CKp6zy1tGD4VUiMTS2ArHYTbxXT2O9QNFUVo+zhdWgD23HMUDTy5X/T2cEnH/E+cwNurETVfPlZU93Iym8fnvndKlUeagqjxdCcSNf61+78ZL8fUnz/RFAP22Aztw6/4dlFhkIM1BdFmW8alPfQp/+Zd/Cb/fj5///Oe46KKL8Ed/9EdYWFjAhz70oU6MkxBCCCEa1MoGB1B2249Pai+T8kcPPQ8owPVXTFY9RjiRxUcfer7qPs2Wp6qxFa8d7K/1POnEkjRSaPBpBK212dVsr5V/MwqbxdQTzVYJIb3PI9ixMIuqVTz9hmPZgWuSurQaAtDdFVW9rt0VZ+L5Ei5Hjq033O6LP3gFN141C45lig3tAcBi4nDvkeNtPQfSXX/63ROIGtx8VI1Db5zHh95ysdHDGHqag+if/OQn8Td/8zf4zGc+g9tuu614+5VXXon77ruPguiEEEKITuoFwo+dCeLY2XyJh73bR7B3obxOea1scLfNBAVK2wFtWQE++tDzOLEawWMvrJU9Ridj16PO6oaPzRqiEtJr1GR1FuqVxxJpiKIEu92MSDSl6zjUNhjtRrNVQkjvK6ziiSXSWFze0rT6xWgmnsO0zw2OZXFmKWBo2YhOyYkSzi5vYWEWQx1IL9Qyr6Tl9eF5DqcDybISLrVsxrJlqyQL2e+JZBqClUc03X4CCemOfgigA8D+XRNGD4GghSD61772NXzpS1/C9ddfjzvuuKN4++te9zqcOnVK18ERQggh/UxNNviVcx68sBSuyqSuFSC2mVjICpApWW74lcdfg9tmwj03X44Du33FRqGVIjqfIP7dk2erbuvUNbVPsOLKOQ+ePRO8kPWezOKj36jOei+UnTl8aA8F0klPqpfVybEMxkZcXalBXNpgtFlAn0oEEEKA/CSg4LRhbnqkr8q7iKKE5fUwJGmwstBrWVkPw+2yDeXvtqIoWFkPN9xGzevjtFuQyKr7rBRWSRay3//jbKhmCRhC2uUTrMXrSGIszUH0lZUVXHxx9RICWZaRy/XHDA4hhBCihZpgeGUZEbXZ4JUNdiYEC95+5VTNIHUqV/ukPpLKFeuVf+F7gzeh/bYrJ/H+LzyuKev984+cwv5dE1TahRiqkJmWy0nIiWI+iMMwcNktuOziSfgDUWwG45BlBZKswB9o3uhTL6Iowet21AzoU2kAQkg9HsEO33hOVWPiXqAAQxFAB/ITpPFkZiibQRdqmTei5vVhGAY7ZjwAlpo+5qjTUsx+V1MChnTXL75uCt/72ZrRw9DFnQd30TVNj9AcRL/88svxxBNPYH5+vuz2hx56CFdffbVuAyOEEEJ6Qb1GmQyYsuzuccGC9+ybxdyoA0tbCXz56KtV+6qVDV6Zvb0RzdQMoKvx2e+e6MtmRj7Bit+78VJ84dFTZa+zT7DibVdOtpT1Ts1IidFq1WUt2EDMgBGVK9Q6N7rZKiGk/6htTEy6b1ibQat93mq2+0+XTWHM+TIC8WzdbXyCFVdt8+DlV/OBczUlYEh3vePqGfzklUBfXhsVUJnK3qP56PfHf/zH+MAHPoCVlRXIsoxvfvObePnll/G1r30N3/3udzsxRkIIIcQQ9Uqj1KorvhnN1Aycd1O/niTeeXAXDuz24S27fVWlbt7/hcdb3m+9ZqSE6K2QcV4IQouijMWV3i13UFnr3Mhmq4SQ/kMNh3vXsL43qptlc2zTbTiWwe+/Y3fDBqF3HtyFVDpbnChvt+cQ0ZdPsGLvwghu2jONv39q0ejhtOyP3nMlXr9j1OhhkBKag+jvete7cOTIEXz6058GwzD42Mc+hr179+I73/kO3v72t3dijIQQQkjXSbKC+x45afQwBorbZirLxvcJ1mIAHchftJRmjj97JliWma5VrWakhOitUcZ5r6Ja54SQdjjtlqaNiYkxHDaz0UPoqMpJ68LKKbWfycWVIGanvE3LlR3Y7cPhQ3uqVqOWnruGIoni7YKNVmf0kjsP7sLjpzb6OoAOAKFk/dUQxBgtfdNvvPFG3HjjjXqPhRBCCOkaSVZw7EwQx84GAQB7t49g70I+gHt8MYRnXttqK4BrFI/dZHhGemWd98IFx/5dEw3ryFdqJ5OcGvCQTim9gE9nxb6pCwxQrXNCiD4YhmnamJgYI5HKFlcW1Qs496tak9alxzU1n0lRknF2eQsLs1AVSG907lqa/b5zzA6PjddU0oVlAIeFQyxNk1F6cttMkBWlY32ibjuwA3OjDpzZiOMrj7/WkccooISg3qM5iH7RRRfhpz/9KUZHy5cUhMNh7N27F6+91tkPESGEENKuoyf8OPztF8uWXn7l8ddgM7Ew8WzfLsmcECz48I278NGHnm95H167GTdeNYU3XzqBcDKLL3xPfZ3ygk/80lXw2M01Lzi01Chv58SRGvCQTui3rHPfmAtOh3VgAiiEkN7hEew1GxMTYxVqfjcLOPebQgPPSjlRKguKq/1MrqyH4XbZmh4TK1dJlirNfmdZBof2TuKBJ5dVP6f/a/8O/PWPjS0FOYgiqRw++o3Wr4UY5BsS13PRhAsHdvvw01e3OhpEp4Sg3qQ5iH727FlIUvUPUiaTwcrKii6DIoQQQvQmyQqOL4bw41N+fOMn52puk8rJSOXkLo9MP4XGMyzLVC0/ddtMUKCUTRAUGnp6HLUD3gDwlst8NTNwrpj1NFzi2orKjKmrtnkwIVgargiol/VODXhII61k59W7gO9lVouJap0TQjqmtDFxLidClGTwHAeTKd8bYnktCKlZJ/A+wrIM5B5/PjzPqQ449wNFURBPpLG0Gmy4XSEo7hHsYFkGr50LNNw+J0qIJzNtHSNlBQjkgJ+fi0Cw8bhq2oXbr5vFkWPrZRnp9c5Vc1L/XnMMsmbf8M8/cgqyouDzHcp0L6CEoN6kOoj+7W9/u/jfjz76KNxud/HfkiThBz/4ARYWFnQdHCGEEKJWvfIsHMvg6Al/VcC31/3adQv4zrFlVVnxbpsJ99x8eTFwXG/5KQBN5VSA+hk4zZa4alUvY+r/fstF+OS369em/8T7r2o4CUBIpXqftRGvA1YzXzOorigKVtbDBoy2PcPaYI4Q0j2NGhNzLPDaUn9NPjYiywrcLhui8RSUHoylm3gODpsZJ19Zb7id2ixso2lZ/VUaFJdUBqfFNlZQ1Lq28Nh4HNo7iU+/cyfOhNJgzWZsmxBw5ZwHLyyFq85Vnz3TeGKA9CZ/NN1WpnslwWZCtEHPKNJbGEVR9/PPsvkuxgzDoPIuJpMJCwsL+NznPod3vvOd+o9SR9FoFG63G5FIBIIgGD0cQgghLSpklm/FM1jaSuAfnj5bVVPQbTPhnXtnGpYe6TWlJ06SrOCrj7+KIz85V3Zy5bGZcPX2ESyMOcomC0qVvj69HlxuluG7nFLwpR+9pmvWOxlOarPJK5e8xxJpvLq42enhFY2POGEycVj1R1reh4nnsHvnVM8HSQghgysaTzXNCCb68Y0LcNrMeFXFa75jfrwnVirVWxnWyuqvsREnZie9qo/Zrb4GR0/4ce+R43X//rH37MbBPbNNj7+SrOC99/24r5J8iP7+4jeuAcsyfXHNRjQE0Qu2b9+On/70pxgbG+vUmDqKguiEENLfLgSWF/u2dnmlD994KUZdlronToWA+GY0jVAiC6/TjHGXte5JVq3smAnBUiz30ksURcGJ02sNs4xMPIdLd0zi+XPVWTxkuLTTJE3NZ63SwuwoPIIdoUgCiyudzxjjWBazUx543Y62H7MwdkIIMUq3fjvJBRzLqCqh4xtzwWoxgeNYMMg33Ox274x6K8OmfW6s+iMt1dpfmB2F22VTdW7ZykSzJCt49+d+hEA8W3cbn2DFN+/ar+o8tVlAngw2LZ8V0hs010Q/c+ZMJ8ZBCCGENHX0hB+H//lFRNPGB88FK99wHG6bCR9552584dFTDTNMfIIVt7xxvuHJE8cyiKZyuP9ff162r3GXGe+5Zg5zo45iYPnxUxs1T8Y3ohnce+Q4Dh/aoyqQ3k6wUsv+4slM04uknCghlc5qakraLr2fP2lfu03S1HzWKhWWvLdaFmV+ZgQ8zyGXkxCNpxCNp8vq6TYqI6P2MTmOLVu63s+N4wghg4VKSnWf2hr0/kCs5u3dOoY0qtvezsTL0moIwiVWzEx6Gmayz0x6Wjqv+7eTaw0D6EC+3MfxxVDd89bK1aKfeP/r8LmHTyKczNXcngwuqnvefzQH0QEgkUjgxz/+Mc6dO4dstvwH5Pd+7/d0GRghhBBSqtcyNe599xUAUJXxLdhMOPTGbbh1/w5wLAOWZRqOW83JU73nvhnL4stHXy3+e9xlRlZsfPH0+UdOYf+uiYaP2W6wUsv+1C6IiyfSXQto6/38Sfv0aJLWSu3TQo1Vp90CE8+pDsLX+ryMeByaJmfUPKaJ53DZxZNIpLI04UMI6TlafzuJ8brRfLSTfUYkWcZLp9cwN+XFwuxow/M5rQkTiqLg1RV1496K106gqbVatLLxKBl8NhOHj/2XK3tuhTBpTnMQ/bnnnsNNN92EZDKJRCKBkZERBAIB2O12TExMUBCdEEJIlcqMiyvnPHj+XAjHzjfU2bswgr3bL9T1rrX94W+/aORTKKqsxd2sueaB3T4cPrSn6oRZbU1vSVZw3yP1G2uW2ow1zowBmmfH6BGs1LI/37i60mqlGVOdDGjr/fxJ+9RcbKtpktZqRqQoSmAYpmlWm29MgNVSuzFpQaMGfLW2VZNJx7JsT9S1JYSQSmp+x0hv6mTz0VZWhmkhSfL5c7ZR7N45VbfmutaEiXgyA4eZVTWGpa1E1W31kmIogD58LCYW+3dNGD0M0gLNQfS77roL73rXu/DFL34RHo8HP/nJT2AymfDrv/7r+PCHP9yJMRJCCOlDhUD446c28OjPVhsuUfzK469BsPG49+ba2d1uG29Y/fMJlwXvvma2rGRKaZCcY5mmZUYO7PY1DbbXc3wxpHvDocrsmEImTi4nYqVJI0MtF1Vqgp/BUAI8x0IsKUfRTKcC2noFa4m+1Jb8iSczDYPJrWZE5kQJiqLAI9ixMIuurlIw4jEJIURPbpetquwU6X1qjqv1VGZ4O2zmshVTuVx3zukL52yVz0FNwoTbZasKvouihJ1jdnhsPMJNrku+fPRVXDThKibLaEmKIYMvnMw1TGoivUtzEP348eN44IEHwHEcOI5DJpPBRRddhM985jP44Ac/iP/yX/5LJ8ZJCCGkj9RaqthMNCXWLXsS6VIAfUKw4MO/uAseu1n3BpZqgu211FsO2o5Rp6X437UycRrRclGlNvjpGxPgD0RVPX4pvQPaegVrib7UlmFptl2rGZGr/gg2t+LFoHWtC+tOTqoY8ZiEEKKXeDLTEwF0lmUABZBVlpFr1SBNGLRSBk3NeSXHqcvmbletczY1CRNLqyGssNWT1yNeB1iWwaG9k3jgyeWmj/9nD58sllDsRFIM6W+duMYjnaf518tkMhVP2n0+H86dOwcAcLvdxf/W4v7778f27dthtVqxb98+PPHEE6ru9+STT4LneezZs0fzYxJCCOmcwlLFXjpR/LXrFjAhWGr+zWs34dAb5/G/bn09/umu/4zrL5/Evu0juOHKKewrKTHTDZKs4NkzQXz/hTU8eyYISVbKAt568AlW7Jn3AriQiaM1M1evoGaB1cJjYXYUJo3lNgoXR3rR+3kRfagtw6Jmu3xmd2uftbPLWwhHk8WSLF63Ay6HtSvBbCMekxBC9GDkMZNlGFjM+bxBWVY6HkAXnFZ4B2iFkNYyaGrPK9VMMph4DvMzo20H3Cs/f2oSJiRZrtomJ0rwb0bBsSyunhXwzivGmz72ZiyDfzu5BkVRsByIax88GWh6X+OR7tCciX711VfjmWeewSWXXIIDBw7gYx/7GAKBAP72b/8WV155paZ9HTlyBHfeeSfuv/9+XHfddXjggQdw8OBBnDhxAtu2bat7v0gkgt/4jd/A9ddfD7/fr/UpEEII0Ull7fLdM2786XdeMnpYRW6bCffcfDkO7Pbht992CY4vhrAZSyMUz8LrMGP8fEC5F7qi18reL2TGTwgW3SYlCo1M22nqlM7kEEukm2bD8iovfHieg8thLcu2TWVy2Cipg16PnhfnegZriX7UNth02tVdjFRmdqczIrZCcVUlhaicDyGEaGPkMVNWFGSy3SsHGI2nu/ZYnabluAro3yx0ZtIDQF3AvZHKz1/b543nD/8+p1nV5qeXQhjhZKQTyfYelwyU0qQm0l80B9E//elPIxbLX9R+4hOfwAc/+EH81m/9Fi6++GJ85Stf0bSvP/uzP8OHPvQh/Nf/+l8BAJ///Ofx6KOP4otf/CIOHz5c93633347fvVXfxUcx+Fb3/qW1qdACCFEB7WCvgwDdDjJpy4GwK37Lyr+e+/2EexduJBJ3mo5lW6o12hoI5rBR7/xPH7tugX83ZNnVe/PYWZh4tiyeo0TggV3vHUH9sw4EUukoShKy02d/IEY/IFYw7rM4WgSy2uhpvviOLZ4kVbadJFPpFUF0fW8ONc7WEv0obbBppbAdmWDz8lxAZvBGFab9ASgcj6EEKJNq/0oiLG0HFcVRcFmMNbSe8yxLCT5QqC8cG7pdtlw4vSa5v2VqnXO1u55oyTJ8I0JGNlKqdreZeUgyQp2jtnhMLNIZAej1A9pTyGpifQf1UH0j33sY7jnnntwzTXXAABCoRDGx8fx8MMPt/TA2WwWzz77LO65556y22+44QY89dRTde/3la98Ba+++iq+/vWv45Of/GTTx8lkMshkLgR4olHtNVcJIWSYVWab75n34vFTGzWDvkYF0AHgk7dchesvnzRuAC1S02jo+z9bwx3/aQ7/8Oxa00ZGAPDrr5/GVdMunA4kEU2JEGw8dvmcUBQFiytBANDlxK1eg896DZtqkSQZkViqKhBvREC7E8HaTqts3qVHrexa+wRgaE3uTjfYZBhGdYkXKudDCCHqtdqPghhD63FVa2+dSjOTHphMXNX5RSyRbnvipdY5mx6TOlYLj3e/6WL89dPLCCZydbfz2njsHMu/jizL4MAlo/jui5uqH8fMM8iKBl5ckbZ57CaEkxc+Iz7BijsP7io2nCX9R3UQ/VOf+hR+93d/F3Z7/kdgfn4ex48fx0UXXdTknrUFAgFIkgSfr/zD4/P5sL6+XvM+p0+fxj333IMnnngCPK9u6IcPH8bHP/7xlsZICCHDrla2+bjLbNgJndtmgplnsRkrL3ly18HLev5kpF6wU02joc1YBjYTi0+/c2cxMO6PZ/Fvr4bKgupeG49b9k7i6lkBAHDphKPs8UtJsn7vYWmJC0VRsKQiA73e/QuMCmh3Olirp1oXru2Os9Y+OZYFmPIl1Ua8Hp1usNlKOZ9OTGIQQsigqXdsJcbjOBbz015IsqL5OKYlaaIeE1+79F87E9aNzlH0mNThORYcy+DQ1ZP44r8t1d3ulr2T+Ya259102Rh++PMtJJtko485zbjxqmlNq1BJb/q9Gy+Fz20rS0ajDPT+pjqIXnnxXfnvVlX+QCuKUvNHW5Ik/Oqv/io+/vGP45JLLlG9/3vvvRd333138d/RaBRzc3OtD5gQQobED15ax0e/8XzV7ZuxrAGjybvn5suxf9dEVWZ8r5+MhCIJLK+Fay5XVduZPZoSwbJMWWD8psvGcCaUhsiwgChi55i97GS9W0pLXMQTac31K3OihFgiDcFpK7vdqIB2p4O1eqh34VpvdUA7+yz93OrxOO2oLMOiJ62rHzoxiUFBeULIoKrVj8IfoFXiRvO6bWBYFpC1Ba31qIHOsgwWV4JlPUkKx9FWyq6MjTjhdtmaHjvrnV+yDKOq+WyhfM1VMy7cft0sjhxbb5jUUtw/y+ADr5/GA08u1933tQsCfmXfFD7+vTNNx0F6358/+jL+4F2X44Yrp4weCtGJ5proehkbGwPHcVVZ5xsbG1XZ6QAQi8XwzDPP4LnnnsPv/u7vAgBkWYaiKOB5Ht///vfx1re+tep+FosFFgvVLiWEkHpqlWv50Qk//ugfqwPonfZr1y3gillPVfZ75dK3Xq1tXsuKP4TNrXjV7YUgpIVVd5Eg2KoP2SzLYMdoIfBs7LGukDEUS7bWAHVxeQtz0yNVwUejAtqdDNa2S82Fq9YGmK1eDA9So00tqx86NYnRDysgCCGkVYVjq6Iobde7JvoIBBMIBBPFf3Mci9lJL7zuxsedeDLT9qoCWVYgozxoXTiOzs+Mai67Eo4kMeNTt0qx1vllLifh3Gqw6X0XV4LFFZ1XzwpVJRQbJbVcPSvUDLwXPH02ihfWEohnaMXGIAgnc7j3yHEcPrSn51dNE3VUB9EZhkEsFoPVai1mi8fj8aoa44Ig1NlDObPZjH379uGxxx7De9/73uLtjz32GN797ndXbS8IAl544YWy2+6//3788Ic/xD/+4z9i+/btap8KIYQMnVqBco5lapZrcdtMiKTq1/drldPC46p5L547G0QyW35i6LBw+MN3X1Gsad6P2ea1hCLJmgH0UiOcggnB0rCkS2lNxU7gWKbt8i6FjKFW3yVJVuoGH3s5oG0ENReuWhtgtnoxPGiNNtWsfujEJEYngvKEENKr9AjAks6QJBmLK1tIpjOY8Xnrbtfp/iCr/jCmfe5iLx81REkunpOoWdlVeX4ZS6RVPU7lOXPlStFmCoH3h08GatZIpwD64Pn8I6ewf9dEX17PknKayrmUllFRFAVXX3112b8ZhoEkqf/C33333fjABz6Aa665Btdeey2+9KUv4dy5c7jjjjsA5EuxrKys4Gtf+xpYlsUVV1xRdv+JiQlYrdaq2wkhhFxQK1A+IVjw9iunatba60QA3Ws3459//z/DzLOQZAXHzgRx7Gz+pHjv9hHsXRgpO6ngWKZnss0LJ+G5nAhRksFzHEym5tnQiqJgeb15bXBJlnHHW3fgT751ou42lTUV9bYwOwoF+WzwVoLppSUuHHYLgFjLYxmkzOZOUXvhquUCt52L4UFrtNls9YPekxidCMoTQkgvG7TjxiDa3IqDYRhMjbtrHntaKbeiRe788Xd+ZkRbIF2UWl7ZpUfT0QJZVppmp//bq9p6CJH+5Y+mcexsEK+/aNTooZA2qQ6iHz16VPcHP3ToELa2tvAnf/InWFtbwxVXXIGHH34Y8/PzAIC1tTWcO3dO98clhJBhcfSEH/ceOV51+0Y009VmNR95126YzzcO4lgGr98xitfv6N2TiELgPBJLIRRO1qwJ3exkPJ7MqK4Nfu1FIzh8aE/NyY73X+XD66adrT0RFUw8B6fDCoZhMDc90lKjpRHvhewbl8MKjmVrvmZqDFpmcyeovXDNiRJCkYSqEjjtXAx3+kLaCI1WP+g9idGJlQWEENLLBvG4MYg2AjEEQwnMTnmrJpcdNnPTgDPDAO200is8lhbprAj/ZnWtfTUru/RoOgoAzy1Hq8q1eGw8DpXUSX95M1GznAsZXB/9xnHce/MVVNalzzGKXh1C+0Q0GoXb7UYkElFdeoYQQnpZvVItkqzgPff9GJsNyoS0w27m4LDyZftnGaA0kbmylrmeCs97M5pGKJGF12nGuMuqqfRLraWekViqKnulkYXZ0Zon46FIQnXmzI75cbgc1prvZSyeavtkvpHK8dfK3lGjdFKhXmkKteZnRuB1O6jJYh2FWrJa3qNmkz6t7LOw3907p4bqfYkl0nh1sXr5daXC97oZtb8Vhe8FIYT0u1aPOcQ4HMeWJYeYeA52mxmRWKpjj+kbFyBLMjaDjUsjFnAsA5ZlmzYIb3beEo4msbQWUp0MU+q55WjDxqG3XzcLAPj6T1eRyLaWcEL6G9VH729tNRZ9xzvegb/6q7/C1BR1miWEECPUK9Vy18HL8NpGrGMBdAB4w8Vj+OQvXVUW9L1yzoMXlsIdr2Ve63kXjLvMuPum3U1PTmoFi1vJoK4ss1AI/KYz6sricCxbLIVSq4xNoxrN0z4PVv2NA9757dxY9UdULWstLWVRKxOfZRnINUq+VGb4LMwCy2shiFLz+1bieY6aLDbQSqZUswysVrOvCo02h4ma5d6lJY6aUZtlV287mmwihPQbvTJ+SfdUBpRzotTRADqAmhnljYyNuOAPNL6PmpVdbpcNy2vaS63IsoIjx9YbbqM1eO4wsxRsHzBUH72/tRVEf/zxx5FKdfaHkxBCSG2NSrXUul1vC2OOmkHfTtcyr/e8CzZj2aZd0OtlSrdSgqT0ZLyVLO7ZqeZByEY1mhkGDS9CC0Fnj2BXHWgrlLJwOayY8Xku3I9jsbgShIz6gfDCpEKtMTtsZpx8Zb1p8FEUpZqZudRk8YJ6kyvNNKqtXW+fHMsCDKoy0IZ1QkNN8EfL5EI7Qfmak4EcixG3HYLLRgF1QkjPavU4RrThOBYOmxnRuLqmmf1qfkb99UejcmuKomAzGCtLAlHrdCDZtESLloC418bjE++4GK9upXBqLY5HTtGk0yDwR9M4vhjqmf5fRJu2guiEEEJaV68Mi9r73vfIyQ6PsLG9C/UP/O08t0a0PO//99sv1ZzlV9PET6tCEyOtGVXjo07V5Rnq1WhulKleGuRsVONZ7ePGEummFxWlkwq1HrNZ8LGQXd8INVnMq5yoyIkSVv2RhvdploFVb8IGAGU7l1D7vVOj1aB83cnA80vfN4PxoZ7sIIT0vtJjTiyRxkag9cbk5AKvYIPJzMNlt8Bht+DkK42zo/vd/MwovG47Ygl1EwX1Vna1WtKwIKpzjfNb9k6C51hcOuHQfd/EWFvxzq0WJ53VVhB9fn4eJpNJr7EQQsjQ+MGL6/jsv5xAOHmh5EehDEtl9nStgPTxxVDNUibd4raZsLfO7HmjEjPt1n/T8rwjqRyOnQlWNTBV08RPK45jsbSqftknx7GYnfTC69YnsNUoU11PejRUbBZ85LjGtSyB9posDlrpi9KJilAkoeo+zd7HehMu1NSynJ7fO61BebWTgbR6gxDS6wrHHLXnGKQxE89h28xo8VgUS6QHOtN/bMRZPJ9ud2WXlmQYWVZwOpBENCVCsPHYOWaHYNMnR9VhYvHrvzBdbEIKQLd9k94w6lRX8o/0nra+iS+++KJe4yCEkIFUGgB3W014dTOG7z2/hp+vV2faFMqwlJYhqReQfuvlk7qM79euW8BjL6yV7d8nWPG2Kyfxd0+erXu/e26+vGZmebMSM+02UtE6a3/sbHUQXe+LNBPPgQFUXaBMjLngclg7ErhtNdNci3ZrNxc0Cj5qCQRrDYgPep11vd4fop6e3zstQXmtk4G0eoMQ0uvo2KQPj5A/jhSOH4M+OeF22Yr/3erKLq2rVJ9bjuIbx9YRKskO99h4/NIeHzw2vmlJl2Zue9Msdk06y27bOWbXZd/EeD7Bij3zXqOHQVqkOoh++vRpfOxjH8MDDzwAQRDK/haJRPBbv/Vb+OQnP4mLLrpI90ESQkivqswSL22subSVwLeeWcJmLKtpn4VmI4+f2qgbkP6HpxfbHvuB3T78txsuxW+/7ZKapVeumPXgzx4+UTb+CZcFd91UO6NcTamVdhuptDprXxps1TsbZ9rnRiypLrhvs5jqBtz6IUNaz4aK9YKPai+i01kRJ06vqQ6I18swGqRMXb0bXpLuUxuU1xoUaWf1BiGEdIOaYxhprlDOi2NZzE7lV/gNqlrnNFpWdhXOveMasvWfW47igSeXq24Pp0R8+ekVvH3XKB5rULvcYeaQyNZ/LK+dxyUTF0o9lma8v3mHB995MaBqnKR33XlwFzUV7WOqg+if/exnMTc3VxVABwC32425uTl89rOfxRe/+EVdB0gIIb2qVpY4ywBy/Z6LqvijaRw7E2wakG73sf7LNXMAULM5KJAPsu/fNaG6trmaUivtNlLZM+/FhGBRXdJl7/aRtusbNrO8FlbdkFRLDcbCxY/amundoHdDxVrUXERzLAv/ZrTq9noBcTUZRnpk6rY6EaLXBEo33h/SG1rJ2Bz0bERCSH9Tcwwj6kmyjMWVINyuwZ08rXdO4xHsEJxWBEJxZLMizGYeY14nWPbChEIr1weyrODIscb15Z9ZjOC2N83goef8ZVnjXhuPW/bmVxLXCsIXfPDaObDnr7WeW47iyLH1sv1YeBYZUXvTU9Jdb7vCh+cXQ2XJaD7BijsP7mq7vCkxluog+uOPP46//du/rfv3W265Bb/6q7+qy6AIIaTX1Stb0m4AveDY2WDTQHE7j9WopnmpegH2WtSWWmmnkQrHMrjr4GU1X/tKbpsJF41YW7oY4zgWUpMGmgVqA+i1smUURcH6ZhT+QHVAuHDxk0xnMePrnSV/jTJ8pn1ucByLUCTRcjBY1UV0k11WBsTVlL5oN1NXS6mY0qB5OiNdcpHxAAB/ZklEQVRiKxQva9jaTokZPRtekt7VSsYmlUoghPQ6j2DH/IyCxZWg0UMZGJGYumabvWp8xIlwNKXpnKbWOZl/MwavJ182TRSllj5jpwPJpuVUQikRTguPT79zZ1XN9EJw/PbrZquC44Ug+/5dE9gIxOpmvFMAvffddmAHPvSWi2v2NaMM9P6nOoi+uLiIiYmJun8fGxvD0tKSLoMihJBeVDgQbsbS+Pwjp4weDgDg0BvncfTEuuYmo/VqmrdDbamVdhupHNjtw+FDe3D42y827FR/z7t2Y30jomnfhZPyQl3iWCKNjUB1/fpWVGbLqM2A2dyKw261aGpC2unSMLVqN4uijFW/PoHbRoHgEY+j5qRDqcqAuB4NURvRUipGzfvebomZbjWaJZ2h5vurNWOTyvgQQvpFfgUeg8UVykjvJxzLYsRrx+ZWXNf9hiJJ7N45hUQqq+qcpt45mSTLCATjCARbH1+j647K7ViWwaUTtVeTXj0r4KppV80gu8tuwRabaJrxTnrThMuCW/fvAKAtGY30D9VBdLfbjVdffRXz8/M1//7KK6/ULPVCCCGD4OgJf1V98E6xmzns3T6Crzz+WtNt9++awO/deCmOL4bwxMsbTWulN6pp3i41pVb0aqRSKDXz1cdfxZGfnEM0lSv+bUKw4K6Dl+GaeTdeXdxsuq9pnxsmnqs6KXc5rLqUP6gVSK53gl/P8noIHiGfWd0swNZO80wtwXeGYeC0WxBPZhCJpWpelLQTDK4XCA5Hk6ruX/redbLhppZSMZFYStP7XplRr/X96XT9636o499vtHx/60021UJlfAgh/cTrtoNhgKXVkOoVf8RYM5MejHgcsFstWF4PqV7R2YwoyUiksqrOabQ2CNVKsKkLn9XbrrS+eWV2OgBwHAMFwFYO1EC0T739dVOUbT7gVAfR9+/fj7/4i7/AW9/61pp///M//3O8+c1v1m1ghBBipNLlV0tbCXz56Ktde+xfedM89i6MqA5IF2a5920fwVXbvFV12r12M268agpvvnSio8vI1JRaabWRSq1gHccy+NBbLsat+3fUXCoXiiRU7dvEc3Xrjrdb/sA35sLkuLsseNXKCb4kyYgnM5AkuUbtdAZjoy5Mjgl1g7Rqgtlag+9aakm2Wm+8NBBc+AykM7km98rjea54n1xObFqip9VMXbWlYmKJtOb3vTSjvp3JkU7otfEMglaa35ZONkViKYTCybKAE70nhJB+Vahr/dLpNd0CsqRzTCYO4WgSq/6w7u9XOJIEFAUK8ufE9Sbu1ZyTtWPnmB0eG98wwO09HxyvVKu+ucfG49DeSVw9m09GzeVkPPLMIp5barzikvSuv3vyLK6Y9VDd8wHGKIqiqqruc889h2uvvRbvfOc78ZGPfASXXnopAODUqVP4zGc+g3/5l3/BU089hb1793Z0wO2KRqNwu92IRCKUOU8IqalWw9BuMXMMjv7/3g6OZerWXS84fGhPzQO00fXXar1+7TRSaTVYF0ukVWWiT4y54HJYa56MK4qCE6fXWj4h3zE/XpU5o3Zclca8TgRC9ZegsiwDhmGaBop375yqep7NMuMXZkfbyqQHar8Wamlt/lSoz77qj6i+D8eymJv2ag42hiIJVXU1fWMu+FsoDTQ/MwKGYTS9PwWdyhTX+nkheY3eDzW/NfW+v2ofgxBC+lGzY87YiAOhSIoC7QYqnHd1s5Z9rWsBtedk7ahXq7zg9utmi0FxLfcBUBVkJ/1JsPJ45A/eShnpA0p1EB0Avvvd7+I3f/M3sbVVfhAbHR3FX/3VX+Hmm2/WfYB6oyA6IaSRZoHrTis0Iikdj54B6W5pNZBfGQBq1vinUbBOawC8XmC+lYBxYX+1Al7dOMFvpDKYrTV41+rEwvzMSN2M/9KxVAYAtZZAAfITCnKLnXcXZkfLy8hwbFXmE4Di33OihFV/89r7E2OulurrT4y6sBVKNFzOXuuz1qlMcbWfl8sunlRdv3QYNHs/1E6utTMZBVCQnRDSn5r9hhYatW9sxaAhvEF0Mj8zguW1sCGld0qvBVpNVNGqVlZ5oTFoZQBdlhX84XdPNwyOO8wcEtnOZdCT7nvHnmn84buvoED6ANIURAeAVCqF733ve3jllVegKAouueQS3HDDDbDb+yPjiILohJB6JFnBe+/7sSEZ6ADgtpnw8EcOVB1sjc4s7xat2cZA88zMVgLgtQLztcbWrDxIvQB/t07w66kMZmsN3rU6/nrBP0VREEukEQjFEYtnyi5+SwPY3cKyDFiGgVjnMTmWBRhtYzLxHLZNe/HquYBew6xS+vp2MlNc7fvPsSyVFTlPzfuhKIqqyTU1k1GNxkEleAgh/UrNJKCiKIgn0ogl8+cTeje5JLUxDGDU3IUeiR6VGADNnk6z+uYFL28kcN/Rxj2ryGAad5lx9027ezrxjWinuiZ6gc1mw3vf+95OjIUQQgx1fDGkewCdZQC1CbH33Hx5zeD4MHT2bjXbu7RmdC1aGu8V1KrfXa/JZSSW0hyUctotMPFcR2s2NlJZ511t89TCdq00W61XbzwcTTZsGlYvkN1JsqxAbnDp1EqW1cykB06HtaPve+F90dLotFkGcq2Ahdr3v/J1aqfJbD+TZRlLa6GG26ysh7FtWl3D5Vb7NLRSb50QQnqJmobZDMPA5bRBkjvbYJKUMzL5v/RagGEYzEx6WrqmAC6UpVleb17XnWUZ7N89CafDikg0VbfkYpTKswytzVgW9x45XrcEK+lPmoLosizjq1/9Kr75zW/i7NmzYBgG27dvx/vf/3584AMfoOWghJC+thVvP4A+7jTjY+97Hf7t5U0c+cmiqgB6P5Rn6aRWGm2WahbUKw2AxxPppnWp6wXma1281QuuNzoetnuC345awWy1QbnCdq0E8WYmPZrrsA+CygmVTr7vhfdFbaPTRpNPQL7sUOXSbBPPYcTTWhZ0QatNZvtRs0migpwoQQGaTrK02vxWz4kVQgjpdcNwfkHKlV4LeAQ7xkczqlYhzM+MgufZsnP4eDKjarUhx7KYHHcXj5v1guiCTXPeKhkwn3/kFPbvmhjIleTDSPU3WlEU3HzzzXj44Ydx1VVX4corr4SiKDh58iRuvfVWfPOb38S3vvWtDg6VEEI6a9SpPThR6e537MbehRF84p9eaLid3czhl96wDddcNIq9CyNDfVBVE/RrRE1QtxAA15p1rYaazKhK9TLkOZaB1GItbzVqBbPVZMaXBu+0ZNLXy8pXFAXnDKwL30nTPjdMPFdzQqXe+85zLGRFabmOO8eyxfdnc0td3fVGn/EVf6jmxWdOlOAPRJuWMmpETQB/EGgN4kiS3HSSpdb3Vw29JlYIIaTXtZuYQfpT6bWAoigIR1JN7zM/Mwqvu3oFltprAK/HXjwmNzo33jlmh8fGU8PQIeaPpnF8MTTwK8uHheog+le/+lU8/vjj+MEPfoADBw6U/e2HP/wh3vOe9+BrX/safuM3fkP3QRJCSDfsmfdiQrC0VNKlNJv82TPBpvtIZiX8zRNn8Mjzq7jr4GVDm4UOtFYepEBrZqbWrOtOqpXFrigKXmuzbjbHsmBZRnWJGTWZ8aXBOzXbj484IbhsdbPy1wNRyAPa+MvEcw1rVtd636Eo7dVLP/8Sr/hDiMbTqu6SzYmIxlNlDVMZhkEokmyevdXmW9fOd74ftBLEyeVEiLICt8uKeDJbNknRbt3yTkweEkJIL2o3MYP0n8prAbWfAZ5n69yu7hrA7bww6cwwDKZ9HiyuVJ8bsyyDQ3sn8cCTy6r2SwaTHiveSW9QHUR/8MEH8Yd/+IdVAXQAeOtb34p77rkHf/d3f0dBdEJI3+JYBncdvAz3Hjmuanunhcc7987gzZdOlDX71HKQ3Ihmhr5WWjsBa62ZmVqzrjutMotdUZSqhoxazU17NZeYqZchXS94p3X7UoqiIKAyW7ofaVkZURCKJNp6TEmSEYunNDVQW9uIlv2b51jMTHqwrCL4K8kyfOMCgqGEpma7xcfqwiSVkVoJ4qxWvB8sw2DE64D7/GQUkG/qqvY7XaqXJg8JIaSTaDJw+Hjc5aXI2p04VrvicnEliNkpb/Gct15QHgCumnbBbmaRzHa/1w/pDXqseCe9QXUQ/Wc/+xk+85nP1P37wYMH8ed//ue6DIoQQoxyYLcPn7rlKvzRQ883rGfutZvwz7//FphrnDC1cpAc5lpprTTabDUzU2vWdbcxDIPREQc2mtRtr6XyNWmlxIyW4Hsr9eCBfIBRa8maetn1HretYeC43QkJrVqdgNEjeBmMJNu6vyjJWNRQYsdq5rF751TZ+++wmXHylfWemaTSU60mq6Wf9dK/p9LZth9PVhQEgvGWGxiX6rXJQ0II6ZRWjqc8x0IBWi5TRoy1uRWHw2aBR7BDURTkcurKptT7rKjtXSRKcllj7kbB+9OBJAXQh5hPsGLPvLoG8qT3qQ6iB4NB+Hz1syR9Ph9CoZAugyKEECNdf/kkoAAffej5utt85F2X1wygA62VhRnmWmlqTlZrNf5pNdDdThZ1N9gsJlXbbZv2wmTidXlNCrTWd2+lHnwrWWIjXjumJzw1g5gOm6Xue1ka5I/G0wi1GWhuptUJmFYmkip1uzwOz3M13/9enqRqVTiabPh7Uevvejm3Eqz53uZEqezivZFenzwkhBC9qJ00nJv2FsuZtV1SjXRM4bDU7BRnZT0MRVGwvB5WNRlSb+K4MCGuKAp8YwK2QnGITfZXaMzdaAInSvXQewLLoGGSXKfceXDXUCbKDSrVQXRJksDz9TfnOA6iSD8OhJD+I8kKji+GsBXPYNRpwZ55L66/YhIsy+C+R06WBcNLa5/Xo7UsTMEw10rrdmC71SzqblCbRWUy8X3ZBLCVLLFwJIXpCU/N59vsvSzcxyPYEY2lG2amm3gO0z43Vv2RuhfgHMsCDHStWa0266kejmPhsJkRjamrh96u0kamlVr9LjfL9DZKvQahhSC2W0ggEtX+urMMo2rio9k2hYv3Zq9Vr08eEkKIHtROGgpOW/Hf7ZZUI52jNj8gJ0qaVtONePIT4KXnG7UmxDmufomW0seOJzNw2Mx1txFsqsNupIOu3TmGJ3/evQkzlgE+8f6rhrZk66BS/W1WFAW33norLJbaF02ZzPAGfwgh/evoCT/+7JGT2CwJlHvsJvz3d+7G9ZdPYv+uiaoAu5qZ5P27JuC2mRBJ5VSPZdhrpXU7sN1KFnU3DHrphVayrgsXKPXeLzXvJcMwmJv2Nr2w9gh2eAT7hc9hyTJvvuR11/tzWi/IqcaI247xEVdVnfNOmZ1qnLWs9bvcLNPbKGoahLYSQAeAEa8DgaD6Gvb1NPtulOrlyUNCCNGL1klD6gcxfPwlZRMblQdUW+JHFCUkUvVLue0cs8Nj4xGmjHRDdTOADgCf+KWr8ivcyUBRHUT/4Ac/2HQbaipKCOknR0/4a2aLh5M5fPQbz+Ola8P4vV/c1VKJleOLIU0BdKqVlterge1uGvTSC61mXevRLEzthbWaz2EnPqeVQc6cKGHVH2l6P8FlA8uyGB91amou2orxUSe8bkfT7dR+l5tleqspV9KuelnwrTQIVWN81AnBadMliA5o+27QbywhZBhomTTUo6Qa6V85UWr73InnuZrHYllWcDqQRDQl4s07PPjOi1Q2aFh86hYKoA8q1UH0r3zlK50cByGEdJUkK/h/v/1Sw23+/ulFKAzw4Rt3ad6/1tIs7dRKq1WOZlDqrvVqiYdOG/TSC61kXeuVKdbr2bilQU5FUbC5FVe9KmHGl5+I60QgneNYzE564XXbdfteqsn0XloNQXBawbLNl1Rrfex4MoNILIVQOFlW5qfwPVM6VGc+HElhatytW9CGsigJIaSa2knDdkuqkeFWKHEXT5Zf+z23HMWRY+tl2ecOMwcFCjUZHXCClcdbLqMSLoOKijMRQobSsbNBVZniDz61iCtmPZpnktWWZvHaTfjIuy5vuVba0RP+qrrtE4IFdx28rO/rr/VqiYdu6fVgb7sKzy+WSGNxeQtSg04/epev6Zds3FZWJcz4vJgad2NjKwZ/IKq6nmg9E2MuuBzWhjVDW/1eqsn0lmQZL51ew9yUV7fvfbNGoIUseN+YS5fHq7X/RCqrKmjDcWzD5eT9XNqJEEJ6RWFyv14zZ0LqkWQZ4WgKHMeAZRnIsoLnlqN44Mnlqm0T2fx5x7ULbjx9tvlKQ9KfomkRxxdDLa1mJ71P37QeQgjpQVlRxt8/eQZ/8OBz+B//52f491cCeOY19dkm///vnmwY4Ktlz7wXE0LjwIbXbsY///5b2gqg33vkeFkAHQA2ohnce+Q4jp7wt7TfXlAo8VAZ5CoEt8LRpEEj665CsNfrdsDlsA5MAL2AYRgIThvmphufZPZz+Zp25S/sR2GqyDY28RwWZkdrBpZZlsXkuBvzM6NtP77NYip+9lr9XiqKglgijVAkgVgiXczwVluGRJJk3b739Z5DLaU1U/UmilLxva3VuIxjWSzMjmJuqnGZr2H+bhBCiJ48gh1X7pqBW7A135iQEosrW3jtXACiKOOkP46v/3S14fY/W+1s6T1iPK2r0kn/oEx0QshA+4vvv4y/f/IsSkPg3/vZGngN5U5Cyazm2WSOZXDXwctq1lwv+Mi7dsPMtzaXKckK7nvkZMNtPv/IKezfNdF3pV3UlHhYWQ/D7bJR8GhADHr5mna1uiqhnWalBelMfhlyq9/LRpnrWsuQtPu9l2UZS6uhlu6rt8JzL763iTRiyQwYAA67pWzSzIjvxrCW0iKEDDeGYbB9dgyhSBLL6yHVjSUJqVW+pZ5CRjoZXGpXpZP+Q0F0Qkhfq1UPHACOnQnigR+cxosrtZfKiRozy1uZTT6w24fDh/ZUlVvxCVbceXBXW+VWji+GqjLQK/mjaV2WknU7mKKmxENOlBBPZvqiJEe7hiWYNejla9rVagmayteV41gsrYZUB9UDwRgmx4WWvpfNmoaOjzg1PZda33u1349QJIGltRBkjb/9nVBZgoVhGLicNric5dmPheemKAq2TXuhIJ+V3+nvxrCX0iKEEK/bDo/Q+rGTDJd65VvIcPIJ1mJMggweCqITQnpWo4aZWVHGn37nJfzgpXWkcxeyRAQrj5wsI6Vzwxav3dzS/Q7s9mH/roni8/A6zICSz25/9kyw5SagaoP65zaiuGTCXjfgUi8ApabpXqeCKWpLPKjdrp8NWzCrX2qV95vK13VmUlHdQE2SL/xGqFHYTk3m+mZQ+3LmjUAUAOC0WxCJpVR9P1b8oY40W63kGxcgS3LT56WmBEuj777LYS2WyNF7wqnZxMfCLAbyt4cQQiq1c+wkw0OWFRw5tm70MEgPufPgrr5bCU7UoyA6IaQrsqKMf/jJGfzLsRWshtMAFIw7Lbh6wYtoSkQ6J8Fu4XD8bBhZSYbTwiEcz6G09afLwmLfRWM4G4jj7Gbt2rjRdPMldK34k2+9gLsPXlYWEK8M7NfDsQz2bR/B0RN+fOKfXmjYBFRtVuWoQ11QP5tK49XFTbAMgxGPHW7B3rBBIMcycDqsSCQzEOssYe1kMEVRFNVZPlpLQfQbCmaRTvEIdoyPZFQHsQu/R2oUtlOTud6KWCKDWGITHMuWTe4VVH4/QpFk1wLoU+NuAPlyLEuroarxcRyrqkFq0wz+0QzCkZTuk2tUSosQQuorlEhbWmtc5mV+ZgTLa+GaxygyeE4HkqpKuJDhcNuBHW2tNie9j4LohBBNIskcfv/rP8VrGwkoABbGnbhk0gXBasJGLA1JURCMZbASSkGSFSyMO+G0cvjRyc2qfa1GMlh9vvbMfSpXfeIZy8j40ckNvZ8SOBZoVvJw83yzTsHGI1pyouSxm/Df37kbb7nM1zC4/oMX1/HRh56v2m+hCejhW67Cnlmhqv4iyzJwOSywWExw2S1wOqyIxFIwZ9Pw2PiGJ21eG4+dY/mAiqwoCIQSCIQSMPEcPG5bzcCSJCuIxFKNX4zzltdCugZTtNSfrCyH0G+aTZZQMItoVfhM5XISREkCz7Ewmfi6E3GCy6Y6iF74jHIc2/D7Wfq97PRKkWbBiZX1MASnFcvrna+BznMsJseE4r8LJXRiiTQSyQwUoPj73ez7qiqDv8Zvtx6Ta1RKixBCGiv8vq9vRrG5FYOsXCgRxnMsZs9PlDIMozprnWUYcByDnEhB9370s5XONSEn/Wdu1GH0EEiHURCdEAIgHzw9djaIf/u5Hz94YR2prAybhYPLBGwlJaRyEnI1rq1PrkZxcjVad7+BeLCDo9aHlp5B0YqgdTiZw0e/8TxYBigttWvlGYy7LMhJQCKbQyzdODDxme+8hE+9cyfYiqx2WVYQiaWBWBobKD9JO7R3smH9vVv2TlbtD8gHQfTIzBQlGeuBaDH7sh1ayy2UlkPQq2Z4t2qPqynRQsEsokWtz1RBvQxlp90CE881/ZzxHAun3YJwNNl0gqv0e2n0SpGcKCEQinelKZzXY6/6rWAYBoLTBqGiznkz7WbwFybXCvvS8ntGpbQIIaQ5hmEwNeEu9gup9TtbyFo/txps2otDVhQsTI+CYRiIooRUOoeNLQrM9gNZVvCTs2GjhzF0JlwWZEQZkVSu+cZdRg1FBx8F0QkZMJV1xK+c8+CFpTA2Y2lsRtM4uRLGT1/ZRCzbfF+JrIRA54c8ECrPj9OigqVQWvX9QykRpwNJXDqhfvb66lkBt183W9UJ3mvjccveSVw9KzS4tz78m1Gk01mMep1wNciybBSgDkUSqgPolQFBvWqGd6v2uNoSLRTMImrV+0wV1MtQZhgGM5Oepplys1NehKMpLK40nhDlWLYYvAXUB+k7KZvVtryaYQClhb6j4UgK0xPN65yr0e53OidKWA9EEQwlNP+eaS3ZQwghw6xZHxePYIcsKzi32jyhSJJkeN35awCvG1CgdKUUWb/jOBYOmxnRuPprrnpsVhNSaW1B2dOBJBI69+EizX34F3eBZRnce+R4Vx/XbTM1DNxTQ9HhQEF0QgbI0RN+fO7hEwioiZCTnlOZ5a7G1bMCrpp24XQgiWhKhHC+hEutDPROicTSiMTS4FgWc9PV9X5DkURVbUiOZTE7lQ/oLK+FVT3OtM+N8RFXMVClV83wbtUeV1OmYWk1CI5lwHGsqn1SMGu4qflMFdQr/1OvREvh+wwAiyvNl6RLsly2MkJNkH581NnRIIHZrO00t5UAOtDaqpAL5XdEiJIMnuNgMnGqv/uN+DerV4ep+T1TM/HR76W0CCGkm0ym1iYnZ3xe2K0W1WUOh5UkyYjG0xCcVsSTmaZZ/41oDaADVMrFKH/+6Mv45l37cfjQHtz3yMmyfmOd4BOsuPPgLgBoGLinhqLDgYLohPQhSVbwH68E8DePn8ZLKzHUKB9O+pBga+0nmWUZTRnsnSLJMs4ub0FwJuCwm2HieUTiKUSi1TXWJVnG4koQ4VhSdeMlE8+VlXDRo2Z4N2uPqynTIMkKXj0XgInn6jZOLGglmNWtkjWkO7SU/qgM9DbLYLfbzOBYpmkGeqnKLOrCcvZGqzwcNgsWV7ZaDmDXY+I5jHmd2AjE6jZJ1pOWDPJm5Xeafffb0ej3TM3ER2nJHkIIIY21MznpddvhEWwXzts4FgrygWOOY8EA5ydhWciKgkQyi82tGBodTge1/roemehaybKCf1+MdP1xCeCPpvGNnyxi1GXBH73nSjxzZgt/88QZ3R9HsJnwqV+6Cnu3jxSD47UC94UgOzUUHQ4URCekhxXqlD/z2hZWw0lshJI4sRZHTtI52kAMV9oEtN9F42nVJ7ORqPqT3tIsHb1qhnez9riWIJuawKjWYFY7JWso+N6btJb+KGyvZvIolkgjltB2UVprZUShCVu9z4/bZQMDNLzob8XMpAcsy2LU64Q/UL9vh17UrgpRU36nk5r9nqmZ+CCEEKJOu5OTzUrGlGJZtmkt9dL667mchFg8hVCNZBfS3OlAEvEMlVU0yhcefbn43x67qSOPce/Nl+P1O0bLbjuw24f9uybKyufumfdSBvoQoSA6IT0oK8r444eO4egpdV3dSf+r1wSU5HHnmxsW6FUzvJu1x1spvVKaaVTQas33VkvWdKtePNFO62eqsH27zStrabQyolEQIJ7MVPWU0KKyHE3lZ9Nq6fyprtpVIVrK79T77nvctrZL4DT7PWs28UEIIUS9bk1Oqj1XLa2/bjJxQxdEZ1mm5bIvsqwUS2iudriECFEvnNRWiqdZbXO3zYR7br68bmY5xzLYt31E02OSwUFBdEK6TJIVPPPaFv7luRWc9kehyArMPIuMKCMQyyCVlTFYC+xIM9s8lq40Ae1niqIgEksVLzT0aoDXzUZ6rTRalCQZO7aNAQzTcjCrnZI13aoXT1qj5TNVGujN5fTPnGq1zEerE1Q8x2J2yts02NuNvgHNnnthJUcskVb9/W/03XfYLDWDMSMeh6qsezWviZbsR0IIIY11Y3KylXPaXmgC3m0WM4dUWnsfqueWozhybB3hFnpYEePddmAH5kYdxczxx09tVJVlEWwmHHrjNty6fwdllpO6KIhOSIcUguXfPraEY69tIZySdF+uTgbD3W+dN3oIPU+WlbKgrV4N8LrZSE/Nkt5axJKMoVa0WrJGURQsr4Ua3k+vevGkNVo+UzOTHgD5Mi3RuL5ZZ/MzIy1PprQa5J6fGYHLaQOAhsFePQIEHMdidtKLVb/2LMJG9c+biSUzsFlMVcGWesEYAAiGE9QYlBBCelCnJydbOadt9dwUyDcgZ1mm7wLwrQbQH3hyuQOjIXrz2E1lmen16pVTWRbSKgqiE6KjQuD8r4++gp8tU6MR0tz8iBVWE/0Uq3V2eQtWSwRWMw+LhW944s5xDJbXQ5iecIPjagfqGIZpWh5Bz0Z69Zb0NtJuJm2rJWvWNyNNGzLqVS+etK7ZZ6oQ6AWAE6fXdL/YnZ8ZaWuSx2m3gOdYzc0/1W7fToCgQJJkJNMZ7N45pSmLsFn982Y2Ahdq21YG7OsFY6gxKCGEDKdW668XziOW1kJl5dGamZv2QlGApbVgy+VR+oEsKzhybN3oYQwdt80ERVEQ1TjpcefBXRh3WVUFxqksC2kFRW4IaVNWlPH3T7+Gv3viDGIZKsRC1JsfseLet19k9DD6TjojIp1pfkJV2G4rlIDNwsNk5pHJ5MCyLKxmDhzHIZnOIZnK1t3H+KhT93IlhSzSWCKNxeUtSA0uPPTIGlUbhM+JEkKRBHieQySWRCCYUHU/PerFk/aUZibnchJESQLPsTCZeDjtFkRiqbaCuY2s+iP5ySgN35PKRrUzk14srmgbn5bJpVYDBKUKE20zPm/D7QrPLZcTseLXbzJdbQklj2DH/AywvB6qWSu+8NsjivnPiIL8JAHVPSeEkP7Xav314nlEIo1YMgMGgMNugSQpdVdhAdB87O4XoiTjR6+EEIhnISugEi4G+Mg7d+Pzj54CNAbRx11WCoyTjqIgOiEtyIoyjvzkLP7+ydcQSlIAqZExhwlehwmpnAybmUc0mYE/ll9iZWKBEacJqawMu4XH3oVR/GxxC8vh6kYtVp6B1cQhkxWROv+Sm1jg2ovcyCkcXtmII5uTMeG2YH7MCQBY3IxjJZRCRpTBs4DVxMLMsUiKMnKiApZR4DDzYDgGHMNixmuFx2HGy2sxBOMZiJICq4nFjkkBNhOLpa0kREmBy8bDwrMwcSwSGQkMy2BCsODNuyaQSEtw2Ux4cSmM0+sRbMVykBUZmZyEdE6Cmefwum0e/P6NlyKTTiORyuYDHUo+c9rtskGSZETiaSgVsVUTzyAn6pvpwXEsRtx2bAbba1TX61IZEali4F1CKq2uAc1WMAHfqAtb4QQSySwkWQbHMmAYBmYTD55jIckKGCZ/seFyWMEwTFWQsDI4xTAMBKcNc9MjHc8aVVvOYrXFgF83ak6T5uplJmtpZtkIxzGQpOrfn0Jwd35GAc+xZRffhe9DqVAkgeW1MCS5PMArOK2IxtOqxmLiOThs5gvBYBUB4MoAQSaTQySm7vEKNrfimBp3g2XZmn9vp3SLWs1KKIWjSaz6w2UBdI5lMe1zA2i8GoEaBhNCSP9rtf46wzBwOW3FUmkX9le7fNiJ02sdew5G+j/P+/Gvp7aoDKuBbjuwAx6HGZsam7f6BCv2zDdOdiCkXRREJ0SDSDKHX/mfTyCY0NYBut+wADgWsHAMHFYTXHYTRFEGGAZQJKxHs8jkFLAM4LSw8DotGHWY4XVYEUnlYDOzuGp+BL/0hnmY+drBhkYkWen7+mTvvHpGxVauun+pF4QtvZ3jWDDIZ0tUniArioJYIo14IoNMVoQoipAVBRYTD5vVBJOJL2apMgyDaZ8Hq/7wwAfTtZIVBS/+XO1FQgwcy2LEa0c4kioLVLEMA7vNBMFlw5jXWQzCNcoYGvE6iu9jOxmiepSzqKff6is3m9wYRGpq4quiMECDS8rFlWDFLfnvw9y0txiUXfGHapZOyokScnH1Y/S4bTj5yrrm+uSVAYKV9ZDm37xAKI6J0epG0O2WblGrUQmlemOQZLnG+1N739QwmBBC+p+e9ddr7UtLo+xeJssKTgeSiKZECDYeL6zG8K8vNz9eks6aG3VgK64tgA7kS7n0W8yA9B8KohOigiQruPlzP8JWvH7Zh3518bgNH3zzDsTTOYwLVrzxkgnwnPbAt56oPln9k1+1J8WFTGehIpuk0fYzk15M+zyIJdIIBOOIJaqz4UljkizXDBLKioJ4Mot4MotVfwTjo85iWQi3ywaWZRBPpJHNSfnVFukc/JvR4v3bzRBtpRa7Gv1UX7lWlvAwZN62W26nMKFT+nlUS5LlYlBWUdCw94DasdTrYdBKALheRnkj2Wz1smJFUbC02rgJr55qvad6rTgAqrPdh3HyiRBCSH2DUMrvueUojhxbp1ItPchrN4PVEAyv1zyUkE6gIDohTfzgxXV89KHnjR5Gy966exwHdk/hL77/MjZKlkT5BCtue8t2bHflmzOOmzhAyeHlV9cHPqhE6isNvpfW9hUlGbF4GrGE9qwAUq0QBHTYLKoC24UAoW8sB9+YC4lUVnNAq3J5b06UWi7hAgC+MaFvfifqZegOQ+at2nI7vjEXnA4rHDZz1ecrHE22NYal1SBkHWbkpn3upp/ZZuVOChRFwVZIe1DfbK4+dV4PRMvK03RarfdUtxUHyH8vNoMxjI+4EImlhnLyiRBCSH39XsrvueUoHnhy2ehhkHoYYM+8FxOCpSx+UUmwmfCpW67C3oURykAnXUNBdEIa+Pz3TuEfnl40ehhNOUwM0qKC0nK1lTOyb718sqxEyoLXgqXVYNVF9zAElYg6lVnvE6MCQpEEllZDugTEht3mVhyb0BbE8wei8AfKM4LVBLQqM0k9gr2twCjHsZgcry5p0YvUZOiqDbz2IzU18U08h8lxd/H5V652afdiuVHzXC2W18NNG4M2KndSKp7MQGyhySjHMmUllhRFQWArpnk/rapXQknvrMBVfwT+zVjNyQE6TyCEkOGm5tyCZRnIOh3/9STLCo4cWzd6GKSBUCILjmVw18HLcO+R43W3u/fmy/H6i0a7NzBCQEF0Qur67393DE/8fNPoYTR1+NAeHNjta1pHvLREiqIoTZvBDHJQibTO63bAI9gRS6SRSGagAHDZLXDYLUiksojEUgiFk2WBl3zFhN48kR4EFxo7AiyjYCMYhywrsFlNmPF5EEtkatdc9zhafszZSW/f/DaoydBVG3jtR2pq4jcry6O2OW2nNQugF6gJKLcadF5aCwPIN+v0euwwmzjdJgnUqPdedSIrsFl2PZ0nEELIcFJzbsGgcS8Vo5wOJKmES48bdeaTBQ7s9uHwoT2475GTVSvqqXwLMQoF0cnQKw0+u20mnF6L4ZvPnMNqOG300Bpy20y45+bLiwcPLXXEhz2oRNpTr966y2GFy2HFjM9TVT8XQPG2cCyJSLS3v1/9aHGl/EImlc4hGK6dbZ4TJfgD0ZayhMZHnfC6+yf7VG2wdBDqe9bTqIGtmrIcDMPUrUXei5oFlBVFQTTW3m+QJMsIdLERc7P3yoiJDjpPIISQ4dXo3KLVXirdEKUAek9jGeDKOU/x3wd2+7B/10TDZEFCuomC6GQoFQLnPz7lx8PPrSKeMfZgajWx2D7uxKXTAjiGAcMC//rCOsLJXNW2gs2EQ2/chlv372j54BGNpVRtN8hBJdI59ZqfFm7zuh0IRZJYXg81zCwtJDdS5ZjO0RJA51gWs1Oe4kqEXmky2KzpodoM3X6v79lMZU18Le9dOJrsmQA6x7INM6TrlTspCEeTWFpr/NvTKziOxYjbDsFla/peqckK7AQ6TyCEkOFV79yi3V4qenI5LGU9nQQbhcB6mawALyyFy5IDtSQLEtJp9AtChs7RE/6qJUHdwgL4tdf7cO3CCE4HkoimRAg2Hjfum4fHVZ7Ve9cvXobjiyFsRtMIJbLwOs0Yd1nbnnlVFAXBiLoTm0EPKhHjeN12eIQLJ90cxwKKgkQqWywR4zwfdI8l0ojGUkgks1AUGQzDwGLmwfEc7FYTJFkBz7EwmXg47RYEw3Esr4V7cAFpf2EZYPvcGERJLl4URWIpnDi91pUmg4qiVJUNcjqsZYHEcDTZNLtabU3wRoHXQcEwDJx2S/F7F09mmgZn1dSU7xYTz2Ha58biSrDuNo1K09RrMNtLJkZdsFlNLU1Q1csK7CQ6TyCEkOFWK3mml44NpQF0ANg5ZofHxlNJlx62Fe9+nIYQtSiITobK0RP+hs0p9PbQb78RT51cKwbLd47ZwZ4PgF86caEesVIjq65TM67xZEZVBh7Hsh0NKjXLHiWDr9ZJt+CqDsTWKh3TyKjXhRGPsyxAr8gKtiIJZDI5sCwLq5kDx3EQJRlmEw+XI1/X3b8VQ2Ar1nKNY45l4bCbEY03LxXRqw2XCmQF2AjGMDEqFAPotQKQhZrsNmsUFjMPq4WHiechyXLZ5Eat73e934FwNIml1VBZxvEGYuA4FnNT3mJj1EbjKTQ91KMm+KBQM+lQSU35r24pjJNhGM3Po5cmA+oZH3Vi2udpax+lWYHRWAqbHSw5MyyTT4QQQrQxosSYzWYCyzBgGaYqcF6KZRkc2juJB55c7trYiDaFmuiE9CIKopOhIckK7nvkZNce7827xuFxWsqC5fV0c7Ze7dJrr8fesaBSK4EcQrSoFaB3q/hsTY27MTkmlAV27VYTAqE4EsksJFkGxzJgGAZmEw+eYyHJChgGcNgtcJ3PlA5FElheC9ctOzE+6oTDZun5rNhYPINYfBM8xzbN7E+lc0ilq0tQARcyiHmeQy4nQpRkZLMSQpHyJrQmnmtYe1uS5GIT1VV/uOF4SpseFjJ0a5XxYBgGqXQObpcy0IF0tZMOlXqhXEfl8aGV0jS9NBlQieNYzE56des1UPj9czmscNgtHctMH5bJJ0IIIdoYUWIslap9DlrL1bMCbr9uFl//6SoS2d4v7zZMfEJ+5T0hvYqC6GRoHF8Mda2Ey5t3jeOzv7IXIRVlU7qdyaU2YO92qc/81aLVQA4h3VIrAO8bc2vah9ftgEewI57MIJsTkUxlAUWBxWLCmNcJlmUBoOulF1oltlk/OidKDUtwlG6npvZ2s3r6hX1VNj2sdR9FUeAPRBEIxYtZ7oNGTRZ26aRDqW5M8jIMg/ERZ77UTCoDKAo4joWJ52Ey1Q6Q1+u9UE8vTAYU8ByLUa8TVgvf8ZVYtSYcHDYzEqls8d+iKFc1Ji7FcWzZd4cmvQkhhDRjRIkxLa6eFWA1sfjCj84ZPRRS4s6Du6hpKOlpFEQnQ2MtrH+Dk1vfMIW9swK++bMNJGUGcyMO/O4Nl8Jm5hCOJhtelBZ0O5PLyPrA7QRyCOk3pUG+UU/tbUoDXLmcCFGUkBUlxONppLO9d8HRK9Q2hSwETtX89hSy3AdxIk9NFnatSQegs0uyBZcV415nWa17oUMTuN2YDKgMNlcaG3HCraJJqN5qTThU/pthqgMdhWB5qw1pCSGEDLdaE7miKGHVH+mJwHoyK4EBqI9Sj7jtwA4c2O0zehiENERBdDIUfvDiOj75rZd03edtb5rBvrl8duov752Cb1zA1Hj+32prr87PjHQ9WGNkfeB2AjmEDKp6GbWFeuGF8ic8x8FkqpVFqi7LexgVAqdaSnkM4kSe2izsWtt1ckn2+Iira7/13ajPOjeVX37cj+XKmpXIoWMyIYSQVtQ6z/UIdmwGY1j1RwwaFfDcchRffmrFsMcn5QQbj1v37zB6GIQ0RUF0MvD+/Hun8PdPL+q6zwMXe4oB9AL/ZhQ2i6lYwkHNhbpRncvrLa/r9IV+O4EcQoZNo3IV1VmkDBZXtqAMUSoNx7J1a84D5StqtPymDOJEntpjTb3tijXlK5q9tqPbpczanQwYH3FCcNkQjaUQjCQbljfp18xtrSVyCCGEkFbky7i5sLkV78jktiwrOB1IIpoSIdh47Byzgy0pEcIAeOi4X/fHJa37hR2jVMaF9AUKopOBdt8jJ3HkJ/rXOdszV7s+ciGDsR+Cxa00ZmtXu4EcQkhthe9zNJbERjCObE5CLje4k1GFRqWNMvBLV9Ro/U0ZtIk8Pcp4uV02rLBhtFkev8iIppRa67O6HBa4nNayPgYuhxXTPk/DYycFowkhhJDGOrXS7bnlKI4cW0c4JRZv89h4HNo7iatnBQDAqY0Eggn1jUhJ5/1sMQxJViiQTnoeBdHJwLr768/iqdMB3ffrPT+bXUshg7FfgsXdvtA3sh47IYOOYRi4BQfcggNAvomv3s2cmmV/d4vZzEFwWuEbE7CxFYNSkoJfa0WN1lIeRv82602PMl5qV1hN+9ww8VyxYeWqv7dKm1ROIKezIoKhhKYxtnrsLJRo6rcMdUIIIaQT9G4++txyFA88uVx1ezgl4oEnl3H7dbO4elZAtCTATnrDRiyD44sh7Ns+YvRQCGmIguhkIN36wNM4tRrtyL5v2TtZthyskihK8Ah2ChbXYGQ9dkKGTa1gYWAr3lYQfG7aC0VRDK/Bnkhm8cLLq1W3MwAmx13gOBahSKIsUKk222lQf5vbLeOlNjvfxHPwuh0lj9t7pU0qg+CTY0LHxxiOJrG8FoJYksrPcyxmp7w9XSudEEII6aTC+eraZgQbgVjL+5FlBUeOrTfc5hvH1nHVtAuCjcJgvWgrnjF6CIQ0Rb8eZKDE0yJ+/X8+jvVYe8uzPv6+K3HfI6cQTl7Yj9fG45aSZWD18DxHweIGjKrHTsgwqhksTKQRS2bAAHDYLZAkGUurQcgN6qlXfj8ZhtE9y10PCoCltXDZbaVjV1PXe5B/m9sp49XqCqt+KG3S6TGGo8ma5wOiJOPs8hYWZkHHPkIIIUOrcBzWGkRnWQZQAFnJ10APN8kwD6VE/PB0EC4LBwvPICMOUTOhPjDqHLwkFjJ4KIhO+l4qK+F/fv9lPPL8KpLZ9gM6v3jlJG583TTedsUUji+G8OpqCEouV9WQpB671QSAgsWNGFGPnRBy/iLFaYPLaSu73SPYEUukEYunkEznwDIMTCYODpsFZjNf9f0s/Q6HIwkEI8mypqYcy0Bw2eByWGAy8TXLenRLTpTKApVulw3rgSgCWzFIcuMyMIOo1YAxleNqjaIoWFoNNdxmaTUEt8tGx0BCCCFDS2vpPSCffQ4AvjEXfh5Ul8X8j9RQtCf5BCv2zHuNHgYhTVEQnfS1u77+Uzx9Wt+yAm+8ZBxAPgi0b/sI9i548dLPV8uWYDeyFU5gYjSfrU7B4vr6ITuRkGHBMAwEpw1CRXC92X1cDitcDitmp0aa/s4VynpEokkEI8nihU+3nF3ewvhIGi6nDZNjQldKeAySdldYDXI98EbPLZZINy2hJMkyYom0pu8fIYQQMkjaaTQaDCfh89AxtJ/deXAXNRUlfYGC6KQvBeNZ3PTZox3Z97irPLDLMAxmp7yqD+jZbPkyMgoWE0IGnZrfudKg+8yktyzoGIklEQgmOj7OzWACm8EEGIbBxKgLk+PCwARyu6HVFVa1mtwOSuZ/s+eWSKrLjEskMxREJ4QQMtRabTSaEyV4WAYeG9+0pAvpLT7BijsP7sKB3T6jh0KIKhREJz1PkhUcOxvEsTNB5GQJDz65CKlDCYwuC4cFb/VSdI9gh1dIIRRNNt2H2dzfX6tBzhYkhPSGyqC7y2GF4LDhtaVAVx5fURT4A1EEgnGMjTphNfPgOBYM8nWq6bevPq0rrOrVAy+U2fGN52A18335mjd7bguz+Tr9alBVVkIIIaT6PCOVyamqla5AwX/a4cV3X9zswihJO7x2Ez78i7swfr6EC2Wgk37S39E+MnAkWcFTJzfw+e+fxGYsC4YFcjkF6gqptO+X905iaTUIjmWqsuPmpr2qguhjXmenhtdxg5wtSAjpbc1KXnTqMf2b0Zp/o9+++tSusFIUBSvr4YbblL7+/fSaq3luK+thzE15sKFify6qJU8IIYQAKD/P4BNp1Q1HfU5zJ4dFdBJK5jAuWLFv+4jRQyFEM9boAdx///3Yvn07rFYr9u3bhyeeeKLutt/85jfx9re/HePj4xAEAddeey0effTRLo6WdEJWlPE3P34Vb/vko7ju49/Hf//GcayEM8hKCjJdDKC/fdco9m1zAwCW1kJQlPK8MJZlMT7aOEA+PuoEyxr+tWpJIaOuculcIaMurGICgRBCWsXznNFDKFP47VvdCGNtI4zVjTBi8VTVsaEViqIglkgjFEkglkjrss9eFE9mNC/H7pfjjZrnlhMlMAwDjmt8XsBxLJxU9o0QQgipUmg4qoZgoxzRfrEVV1fujpBeY+ivzJEjR3DnnXfi/vvvx3XXXYcHHngABw8exIkTJ7Bt27aq7R9//HG8/e1vx6c//Wl4PB585Stfwbve9S78+7//O66++moDngFRKyvK+IenzuKfnzmDlUhv1Slzmln8yjVT2DfnLt4mSTLiiXwDulIzvnzH6M2teNV+xkedxb/3G7UZdW6Xra+W2hNC+kfhIklL0LUbSrOfNhADx7GYm/LCI9ghyzICoTjS6SxESQHPc7BaeIx560+oGrXix4hSXWKL72U/HG/UPjdRkjHXpK/K3JS3p58rIYQQYhQtDUd3jtmpLnqfGHXSCjzSnxjFwPSnN7zhDdi7dy+++MUvFm+77LLL8J73vAeHDx9WtY/LL78chw4dwsc+9rGaf89kMshkLsxyRaNRzM3NIRKJQBCE9p7AkEllJdz3Ly/iByc3IckyGEVBPx+f9sw4ceCSUewcs4OtUYdrYsyF6QlP1e2KoiAaTyEcSUJSFDhtZoyNuPo2Ax0AYok0Xl1sXj9ux/w4NUklhHRMvRrTvUhwWhGNp+v+3WrmMDbihKwAHMtCkiTEk9mG9/GNCx2pD25U4F7tsaWWXj/eaD1uUrk0QgghpHX542gIObHxOvXnlqN44MnlLo2KtMInWPHNu/ZTLXTSlwzLRM9ms3j22Wdxzz33lN1+ww034KmnnlK1D1mWEYvFMDJSv5bS4cOH8fGPf7ytsRpBkhU889oW/vE/zuKJl/sjoNBPrDyD//tNczWD5wW1/lLrIjiVysFsNvX1RbDqjLoeyxAlhAwWj2DHwmy+pJYklV8kcSyL2SkvOI5BIpmBgnwdaYfdgvXNKDa21NXL1EujYDgApLMSltcjmvZZWh+c5/LPt91jS7Pml/MzCrxuR1uPUU87qwt6/Xij5rmZzk+GANobshJCCCGknCg1L/R69ayA26+bxdd/uoZEtrfPJYbVnQd3UQCd9C3DguiBQACSJMHn85Xd7vP5sL6+rmofn/vc55BIJHDLLbfU3ebee+/F3XffXfx3IRO9lx094ccn/ukFJOlHv2M+8AvTDQPoAOCoaPLVLBDhG8vBauHBcywU5EvC9MtFstpaxL1Ws5gQMniKwcZEGrFkBgzyv8cuh7X4WypUlNpyOa1dD6J3mijJOLu8hYVZtBxIV1Oqa3ElCICB163/RLCWJdiVev14o+a5zUx6yo7/ahuyEkIIIeSCVlYqUgC9N912YAcO7PY135CQHmV454XK4KKiKKoCjg8++CD+x//4H/jnf/5nTExM1N3OYrHAYumfektHT/hx75HjRg9joL3t0pGy+ue1sBUXumoCEf5AtObt/bBcW2tGHSGEdBLDMHA5bVV9Kepx2i3gOLYqe30QLK2GWq4Prrax5+LKFhim9WB9I4XVBZWruBrhOLYvjjf1nls/HPcJIYSQfqDmOryULCs4ckxdUibprnGXGbfu32H0MAhpi2FB9LGxMXAcV5V1vrGxUZWdXunIkSP40Ic+hIceeghve9vbOjnMrpJkBX/28EmjhzHQrt/pxfv3TDbdbnzUVRawUBuIqKWQqd5ONmGntZJRRwghvYJhGMxOerG4MnjlzyRZRiyRrsq+V0NLSZRONvMsrC5Y34zAH2i+YmDEbdd1HJ1sqjqIZVqMaEJLCCGE1KL1Ovx0IEmNRXvUnQcvozIupO8ZFkQ3m83Yt28fHnvsMbz3ve8t3v7YY4/h3e9+d937Pfjgg/jN3/xNPPjgg3jHO97RjaF2zfHFEDZjmeYbkpo8Vg7hdP0D7NsuHVEVQAcASZIQS6SLF465XPvLwToZoNADZdQRQvqZ121HMp3B5la87jbzMyPgeQ6iKCEcSyISbVzXvFesrIcAnwKXU9sxREtJlJwoIZ7MdKzcCMMwcDqsqoLoLKdfo+5uNPQcpDIt1ACVEEJIL9HaIyVKAfSe5bGbjR4CIW0ztJzL3XffjQ984AO45pprcO211+JLX/oSzp07hzvuuANAvp75ysoKvva1rwHIB9B/4zd+A1/4whfwxje+sZjFbrPZ4HY3Ls/RD7biFEBvxwffOIN0TsaRY+tls89OC4df2TuJfdvcYBhAUZrvKxBKIBBKFC8cRan9IHqnAxR6GMSMOkLI8JjxeWG3mrG8FoYkXyjtUisI6HU7EIoksbxe3sSUYxk4nZaeCrBnshJeW9oCA2BiXMDkmKDqd1lrY89ON/NUOx7/ZhQ2S/sNu5v1MunlFWJGoNeLEEJIr9HaI0WwGV6xmNRB8S4yCAz9hTl06BC2trbwJ3/yJ1hbW8MVV1yBhx9+GPPz8wCAtbU1nDt3rrj9Aw88AFEU8Tu/8zv4nd/5neLtH/zgB/HVr36128PX3aiz9+t/9iqHmcWl4w6wLIOrpl04HUgimhIh2HjsHLODZRn4xlzwjQk4+cq66oBC4cJxzOvQZZydDlDoYZAy6gghw8frdsAj2FVNBnrddniE2hOH4WgSS6uhsmA8kK/X7bCZEY13P8iuIB9gDmzFMTftbRrQ1NrYs9PNPLWMp93VW2pqqPb6CrFuoteLEEJIL9KaELBzzA6PjaeSLj2I4l1kEDCKoiYvd3BEo1G43W5EIhEIgmD0cMpIsoL3/NmPqaRLC26/bhZXz9Z/P3mOxeyUV1NN1lJ6NazbMT9OAWpCCOkTiqIglkgjkcxAAeCyW+B0WMEwDFb8oYalY7phfmYUXnfzzOBQJIHFlWDDbUw8h907p7oSIF3biNRtxl2qnWNmLJHGq4ubHX2MQUKvFyGEkF5Vb6VUPc8tR/HAk8sdHBHRyidY8c279lNNdNL39Cs6SdrGsQzuvukyo4fRVzxWrmkAHQBEScbZ5S288PKK5gA6AEiSDI5t7+tiOp/hSAghpD8wDAPBacPUhAfTE56ymuQzPi9et2sG0z43HDaTIeNbXNlCMJxoup3X7cD8zGjDbbrZPNpqUbcQsp3VW2rv2w8rxLqBXi9CCCG9Kt+7axQmlSvmrp4VcNu1M6B4be+48+AuCqCTgUAFo3rMgd0+HD60B5/4pxeQzNKFSsG+OQF7ZlxwWjkwChDLSGWlWtSS5dYXXng9dgSCrWcddjNAQQghpPNYlsXEqICJUQGKoiAaTyEcSUKSFZh4FjarCbICZDIigpGEqp4cWp1bDSKVzmJm0ttwO6/bDobpjebRasvGtFNephuPMUjo9SKEENLLSnt3RaJJBEKNkwjc9vw5GDGW127CR951OQ7s9hk9FEJ0QUH0HnRgtw/7d03gmde28I//cRZPvKx+6VK/4xhAKjnYlTYFNZrbZYPTbqkKQKjhG3NRMy5CCBlgDMPA7bLD7ar9Wz875S3WXuc4Fgzyq6R4joUCQBRlhKPJlmqtbwbjyGRFbJ8bazhZ2yvNo9XUN2139VY3HmOQ0OtFCCGk1xV6d7kcVjAsU7OsniwrOB1I4pVQ1oARklIOC4d//v23wMxTAQwyOCiI3qM4lsEbLh7DGy4ea2s/WVHGP/77Ip5bDCGRFuGPJCErDHb4nDh45RS+9tRZxFIiFsZtEGxmPHU6gERGBMcAUx4rprx2bEXT2IxmEM9KkOR8Y7MCu4WDLCtI59TXC3eYOShQkMxeuI/XxuOWvZN1m4IazVQSaCgNQGRzItY2mtd1ddBFJyGEDDU1TZs9gg0/O7XS0v6j8TReeHkF26ZHGk7a9kLzaDUNRttdvdWNxxgk9HoRQgjpJ5PjHryymcLplRBcFg47x+x4fjWGbzznRyiZM3p4BADPslTChQwcaixKNJFkBccXQ9iKZzDqtGDPfH75eOE2t82E0+tR/McrAZwNxGHhGCyM2HDVjAupnFIMjAPoyWB5PQuzozWDEmqatQHA/MwIvG5HJ4ZGCCFkgOjRsLTeMavXhKPJjpeX6cZjDBJ6vQghhPS6oyf8uO+Rk9iIZoq3uaw8YmnRwFGRWv7Xra/Hvu0jRg+DEN1QEJ10jKIoF5aMcywi8RQCweYN0IzEcSwk6UKGfLMLx1g8hVfPBZrud8e2MbicNt3GOczKPlcGlSIghJBOajeQzrEsrrh0uulvYy/8nnZjDL3wPPsJvV6EEEJ61dETftx75LjRwyAq/cn7X4cbrpwyehiE6IbKuZCOqVwy7nLaMD3haXmpeqfxHIvdO6eQSGVVXziqnYEalpkqLRferVykG5Uh1+mAAgUsCCGlZnxeTI27sbQWQiiS1Hx/SZYRjafq1mcHeifjuBvlZXqhhE0/odeLEEJIL5JkBfc9ctLoYRANRp1U1pYMFgqik65iWRYLs6MNa252AseykOTGddtnp7xgWVbThWNp1roe2/UzLQGZVoI34Wiy5ucmJ0o4u7yFhVl0JPDT6UBTrwSyCCG9hWVZCE5rS0F0ADi7vAWnPQ6X04oxrxMse6Gpk1G/p51Ek5GEEELIYDu+GCor4UJ6m0+wFsv/EjIoKIhOus4j2LEwCyyvhSB2Kbg8O5VvhrW0FqoKaHMsi7lpr6qAQeVFOsep6zTN81xL4+4XWgIyrQRvFEXBynq44RhW1sNwu2y6Bk06HWgaxEAWIUQf4WhSVc+NehQFiCUyiCUyWPVHMD7qxIzPa9jvaSfRZCQhhBAy+LbiFEDvJ3ce3EWNRcnAoSA6MYRHsMPtsiGezGAjEEUs0dkD4uJKEL5xAZfvnEIimUEsmQEDwGG3wOWwqgoU1LtIb5blbjqfETeotARkCv+tZtvS9ySezJS97rXkRAnxZEa3JeidDjQNYiCLEKIPNb8PWm1uxZHNiRj1OLv+e9pJNBlJCCGEDAcqDdIffIIVdx7chQO7fUYPhRDdURCdGKZQc9PlsGJlPYTNYOtN1NTwb0YR2IphbnoE0xMeAOqXfze6SG9mZtIz0EFQLQHuwn+r2bY0eCOqeJ21bKdGpwP3RkwMEEL6g5rfh1ZEomlEomlV2+r5e9opNBlJCCGEDI89815MCBYq6dLDPnzjpbjljfOUgU4GFgXRSU+YmfTCauGxtBbu6ONIsoKzy1sYG8mA41gEQ4myQAXHsRhx2yG4bMWAejsZgeMjzoHPgOtEgLtyW7XlcPQsm9PpwL0REwOEkP7QC9/70t/TXq03TpORhBBCyPDgWAZ3HbwM9x45bvRQhhIDQGnwd59gpQA6GXgURCc9Y9TrQjojdjwjHQACdR5DkmRsBuPYDMaL9VQ5jm05I3AzGIfdZobX7WhnuD2tEwHuym2ddgtMPNfwfdC7bE6nA/dGTAwQQvpDL3zvE8k0stkc4sksorEUJPnCZVOv1BunyUhCCCFkuBzY7cPhQ3tw3yMnKSO9y6xmFqls/TK2VAOdDAMKopOeMjPpRTKdQSKZM3ooxXqqY972AuCLK0EwDGN4sEGWZQRCcWSzIsxmHmNeJ1hWXWPURrQGuFsJhjMMg5lJT82SOgV6l83pdODeiIkBQkh/UPP70Gnrm7G6f+uVeuM0GUkIIYQMnwO7fdi/awLHF0PYimfgdZjx0SPHEU2LRg9toNULoLttJtxz8+VUA50MhfYjaITobMe2CaOHUCYQSrS9j5X1MBSl0eKnzlrxh/CzUytY9UcQCCWw6o/gZ6dWsOIPtb3vQoC7kUKAW8u2lTyCHQuzozBVBENMPIeF2VHdAzntjLUX9k8I6V9qfh96wfJayNBjW2GyoZFWJyMVRUEskUYokkAskdbleXZin4QQQsgw4lgG+7aP4IYrp/D6i0Zx77uvMHpIQ8vCs9i/q7diOIR0CqMM2Rl8NBqF2+1GJBKBIAhGD4fUseIPYXOr82VduumibWMQnLauP26z19It2LAwM9p2sDYcTWJlPVyWOVlvyb+WbSt1uzZvO2Pthf0TQvpXrd+HWhgmH3iX5e6f0pk4FqMjTphNPEym7tdLr9f4u6CVSVY1v8taj0X0W08IIYR0jiQruOkzRxFJGb+ifRj9r1tfj33bR4weBiEdR0F00rMGLZDOsQzmpke6erEsyzJ+dmql6XZ6jU1LUKFXG9XV0umx9tNrQQjpLkVRsL4ZhT8QNXooqrAMA7dgw9yUV5eSYWroGaBWE5QHoOnxOhHoJ4QQQsgFz54J4ne++lOjhzG0/uT9r8MNV04ZPQxCOo5qopOeNePzYmrcjUAwhlA0hXQ6V9YNull36F4jyUrXa8gGQuomIfQaG8MwcDmsum9rtE6PtZ9eC0JIdzEMg6kJN2xWk6qsdKPJioJQJIlQJHl+gtYLt8sOhmGaThi2OqHoEexwu2xtT0YqioKV9XDDbZbWQpCk6pqg9erEq9nnynoYbpeNJk8JIYSQFm3FqcmokUad1MeLDAcKopOexrIsJsbcmBhz17y4PrMUQDSeNnqYmjS6WNY7Izmb1dZchS7kCSGkNxUDxYk0ziwFYEDlFs3yE7RBAEG4BSvi8QykioGbTRzsNjPMJh7BcAJiSYCaYxmMjbowOSY0PS7Vm4zUclyNJzNNJylqBdBLLa2GIDitxSx8NfvMiRLiyUxHJ1NpxRMhhJBB5nWYjR7C0PIJVuyZ9xo9DEK6goLopG/UukC+aNs4guEEltdDZbVgTTwHj9uGcCTVc1l79S6WW12O3ujC2GzW9hXvxoU8IYSQ1jD54ud9EUCvFInWnvDO5iRkc6maf5NkBf7NKAJbccxNeztS27yUqMP5giTLeOn0Guam8uNVu089HrseqsdOCCFkkB094cefPXzC6GEMrTsP7gLH0sQ8GQ4URCd9b8TjgNdtrxlInp7wFG9PZ0UEQ4myi0ieYzHqdUKSZYTCSUhy4wwzvVReLNerl1pveXjp/epdGLtdNlg1BtFrjY0QQkjvGMbfaEmWNZcca+W4yvOcPuOVLoxX7T71euxKrZ5fEEIIIf3g6Ak/7j1y3OhhDAWXlUMsfeE81CdYcefBXTiw22fgqAjpLgqik4FQbxl35e2TY0LdrO0ZXz7gnstJWFkPdzSgnsuJCEUS4HkODpu5pXqpzS6MOY5tuuy8lk5dyBNCCGmfnr/RLIO+ympfWg2CYxk4HdaGpUjU1CE/txIsK7sCAE67peVjZy3LayHMTXubvs4cy8Jp17+WKNVjJ4QQMsgkWcF9j5w0ehhDw2rm8cvXLmBu1IFRpwV75r2UgU6GDgXRyVBp1MCx9G8sy9QMUOtldSNa/G+WZcpK0dRSWWZFzYVxK0EA0/mJBUIIIb3JabeA59iy2uGtGh8V4A9Em2/YIyRZwavnAuBYBoLLBpfDCpPpwnGrMEmeO/+/RmRFwYs/X8W26ZFiJnYklmp67ORYVvUkuyjJOLPU/FxC6VCb9F6px04IIYR0wvHFEDai1FC0WzajGXz56Ks4fGgP9m0fMXo4hBiCguiE1OAR7FiYRVWplE5oFkAviESTAPIBFDUXxq2YmfRQNhohhPQwhmEwO+Vte6KX51hMjgsAoCqQbreZkUxl23pMvUiyglAkiVAkf1xkgJbC0LKs4OzyFnxjOVjMfNPJaQBw2E2IxvW9YJdlBfFEGi6nTdf99kI9dkIIIaRTtnQ+HhN1Pv/IKezfNUFZ6GQoURCdkDo8gh1ul62spvpWMK5L9l8rAqEEAqEEOI6Ft836pZWZdNRgjBBC+kdhondpNVSVFc1xLEbcdmwG4w33MTvlBcMwmBwXEAwnGk7MmngOOxcmoCgKXji10qG86da1Ox4t2fh6B9ALNkNxgGHKysy1y+h67IQQQkgnjTppBbUR/NE0ji+GKBudDCUKohPSQK2a6rFEGmeXAobVkZUkGYFQ4+BIMzOTHphMXM3a8IQQQnpfYaI3lkgjkcxAAeCyW4r1wh12C5bWQlXlSTiWxdy0tzhpyjAMZiY9DTPbC6uUGIbB/OxoR8udDatoLI1oLK3rpLbTboGJ5xpOkPBcZ+qxE0IIIZ22Z96LCcFCJV0MQKsAyLBim29CCClgGAaC04ZtM6NGD6UtJhMHl8MKr9tRLA8TiiQQS6ShKL2WY0gIIaSWwjFpasKD6QkPXM4LDSI9gh1XXDKNHdvGMDHmgm/MhYu2jeGKS6erArT5zPZRmCoykk08h4XZ0bLt621L9FFoDh4+X8KtHYUJkkYU5GvBE0IIIf2GYxncdfAyo4cxlGgVABlWjDJkEbNoNAq3241IJAJBEIweDulj4Wiy5lL6XmfiOezeOQWGYRCOJqvqvlNpF0IIGU6KohRLmDVbpVS6LcexgKIglkgjGk8jl5MABrBaTHDYzAhH0x3vLzJoSo/V7VJzvlI5WUIIIYT0i6Mn/PjcwycQiF3o3WI3MUjmhirU1TU+wYpv3rWfaqKToURBdELaoJwPGgRCccTimb7I4raYeVgsPDiGRahBphtdUBNCCNFDZXDeYTPj7PIWovG00UPrab4xF5wOa9sl1xRFwYnTa03r3usVtCeEEEK6TZRk/PNTryAYz0Kw8dg5Zse/nNjEv7wUMHpoA+fwoT04sNtn9DAIMQTVRCekDYWl9ILTVgwS5HIiAqE4kqmc0cOrKZMVkcmKTbdbWQ/D7bLRBTUhhJC2VPYXAYCLto1DlmVsBmMIR1NIpXvzmGkkfyAGfyAGjmXh9eRr4GsJqBfOS2KJ5isBcqKEeDJT9T4RQggh/YDnWFx/1WxZ35ZJF5Uc0RPLAJ/4pasogE6GGgXRCdFJaZBgxOPEij+Eza32GoAaiS6oCSGEdBLLsvCNueEbcxcDvv5AFPEENasqJckyAsE4AsG46pJrtcq1NSNSyR1CCCF9LN+3BcXjn2CjcJeeZAXw2M1GD4MQQ9GvCiEdMuPzYmrcjUAojkxGBBjAbjXBZOLBIL/kLJ0VEQwlerZWbDyRbnsZOSGEENJMYSLa5bBClmWcWw0iEkvBqCppLMtAlnuvRFuh8ejCLOoG0sPRZFkmnlo8NYslhBDS5zxCfuVWPJnB7JQXf/vMWlmtdNKerTglOpDhRkF0QjqIZVlMjDauvT85JhRrxaYzIrZCcYhSbzQr9Qdi2NyKwy3YMDflBcuyxb9paUBHCCGEqMWyLBZmx2rWUk+kssjlRMQSGUSiKcgdiLJzLIvLL5lCIpVFJJZCMJxQHVCfmhCwEYhB6nAAfmk1BMFpLTsuA/lj88p6uKV9OmyUXUYIIaT/XZiYB37/pt2498hxo4c0MEadVCKHDDdqLEpIj6kMGuRyIpZWQ+iFL+r4qBMzPm/NZeJql5gTQgghelAUBbF4Cq8tac+6bqSysbaiKFjbiGBjK9b0vvMzI2AYpqVMcK04jsXclLeYcSeKEnKihFV/pKX97ZgfpxJuhBBCBs7RE3782SMnsRmlLOp2+AQrvnnXfnAsJc6R4UVBdEL6gKIoOLuyhUg0ZfRQIDitiMbTdf9eGXwghBBCOqnV8iWVGk0GxxJpvLq42XQfhUC0mprkJp7DtM8NnucQS6SxEWgepK+FY1lIcvsr2OZnRuB1O9reDyGEENJrsqKMg5/5IRKZ3iyj2g8OH9pDTUXJ0KNyLoT0AYZhsH12DLIsIxCMIRRNIZ3JGVIrtlEAHcg3cnG7bFTahRBCSFcUGoktrYUgtVgOzTcmYHJcqHvsctotMPFc06C4024pjqk0Q7y0HE2tMmhOuwWhcLKlHil6BNABqolOCCFkcP3tv71GAXQVDr1xHkdPrGOjJGvfJ1hx58FdFEAnBBREJ6SvsCyLiTE3Jsbc5WVfOBaxZAZbwXjH67A2kxMlxJMZWhJOCCGkazyCHYLTihdfXkErh0F/IArfmKtuEJ1hGMxMehpmvM9MesruX6jJWqresZFhGEz73FhcCWofvA5KJwAIIYSQQXL0hB9fPvqq0cPoC/t3TeD3brwUxxdD2IpnMOq0YM+8l0q4EHIeBdEJ6VOVF+cupw1T4+6aWW+RWApbwXjX6qrncjTLTwghpLtYlsW2mdGWS7u88PIK5mfqlyQrZLy32xOkXmNuIzPBKycACCGEkH4nyQqOnQ3i8LdfNHoofcEnWIsB833bR4weDiE9iYLohAyQellvLocVMz4PovEUNgIxJNPZjpaCWVoNgmUZqo1OCCGkqzyCHfMzSksZ3YoCnF3egm8si8lxd1lQuRD4VhQF26a9UABIklxVlqWZRo25jWpTND8zQsdrQgghA+XoCT/ue+RkWVkS0tidB3dRxjkhTVBjUUKGUGkWXDojYisUh9hiHdlG3C4rRr1OuBxWynAjhBDSNaFIEosr7TUbHXHb4PU4IYoyVv3tZZ8DzRug+sYF+DejbY25FYVmqIQQQsggOHrCj3uPHDd6GD3LbeMRSYnFf1PNc0LUo0x0QoZQZcb65LiAeDKDaCyFQCjeMEvdbjUjmc6qepxILI1ILA0G+ezAuWkvWJZtc/TdU2/JPSGEkN7mdduRzuTgD7QelA5GUghGUjX/lhMlnF3ewvxM/rGaURQFK+vhxo8XSoBlGMhdzm8RW2hmSgghhPQiSVZw3yMnjR5GT7vrpssw7rJSzXNCWkBBdEJIMajuclgx7fPg7EoAkWi6arvxUSfsVrPmZfIKgFA0iVA0CafdDN+Y0PJS+G5ptOSelr0TQkjvmxwXsLkV62hQOp/trsDrdjTcLp7MlB1PasmJEryCHaFoUtVjsywDWYdm4kbWYieEEEL0dHwxRCVcmhh3WanmOSEtoiA6IaQMwzDYPjsOWZYRCMWRzYowm3mMeZ1gWRaxRHVwXYt4Mov4uUDZbSzLYHzEBauFVxVU73SGeL0l94XMw4VZUCCdEEJ6HMMwGB9zdbxEyuJKEJFYCtumR+qutlKb7e10WBCJpVQF/mcnPWBZFktrIUgtlmRjWcBpt7R0X0IIIaTXbMUpgN7IhCufeU4IaQ0F0QkhNbEsi4nR6r4BTrsFHMtCkvWroS7LStmS+3xQ3VnV2A3ofIa4miX3K+thuF22nsueJ4QQUm5yTEBgK67rMauWcDSFcHQFAGC18JgcF+B22YvHCbXZ3qv+CFwuKyLR2mVkSmVyEibHHFheC7U8breTjmWEEEIGx6iTJoYbefvrpqh0CyFtoCA6IUQThmEwO+XRXNJFi3xQPQZ/IAaXwwKTiQPHsshkRUTj1ZnwhQxx32gGkxOetgICapfcx5MZasRGCCE9jmEYzE17Gzb01Fs6I+LschBA/jhpt/IA1B2XJFlWFUAHgMBWHIqstNUY3GSiSwFCCCGDY8+8FxOChUq61PGvL6zjt992CQXSCWlR/3T4I4T0DK/bgfFRZ1ceK5bIIBhOYjMYrxlAL+XfiuNnp5YRjiahKApiiTRCkQRiiTQUlTVx1S65p0ZshBDSHzyCHQuzozAZVPs7mRaRTOd0368ky9jYirW1D0pCJ4QQMkg4lsFdBy8zehg9yx9N4/hi6yvYCBl2lH5CCGnJjM8Lu9WCpbWgLo3N9KIowNnlraqGa4WSL26XrWE9dbVL7qkRGyGE9A+PYC/+/kdjKQQjyZbriA8SlmUQiiR6tsk3IYQQotWB3T4cPrQH9z1ysiwj3WHhkMhQIhTVjSekdRREJ4S0zOu2wyPYEIun8dpSoPkduqgysF8o+VKpsp66026BiecalnQxnQ82lCo0O83lJIiSBJ5jYTLxFJQghJAewTAMXA4rXA4rpn0exJMZLK0EkR3ilUVrGxf6kZh4FjOTXmqcTQghpO8d2O3D/l0TOL4YwlY8A6/DjD888pzRw+oJVDeekNZREJ0Q0haGYSC4bFiYHe1qzVm9FILrgisJm4WHw27BtM/dsOb7zGR53fVazU4L9Gx6SgghRB+FgPruS6bx6rkNxCgrCzlRxtnlLSzMgo5ZhBBC+h7HMti3fQQA8OyZIGLp4Z00L/AJVuyZ9xo9DEL6FgXRCSG6yNecBc6tBCGrrD/eS6KxFKIxAIiBYQDBaT1fS/3CNiwDuAU7ZFlGLJGG025BJJZqOHlQCNJTUIIQQnrTjm0TkCQJL51ehUwVXnB2eQsXzQEupw0MwxR7jCSSGSgKwHMMeJ6j1VaEEEL6xmascW+tYXHnwV3UVJSQNlAQnRCim0LN2fVAFIGtGKQeqpWuhaKgZhNTWQFCkSRCkSQAgAGg9hkurQXBsvnMRwo4EEJIb+E4Dq/bNQdJkrDiDyMSTfXtMUwPry3lJ4fHR5wIhpOQ6swu0GorQggh/SAUzxo9hK656aop/PRMEJsl9eB9ghV3HtyFA7t9Bo6MkP5HQXRCiK4YhsHUuBuTYwLiyQwymSyi8QwkSQbHsRBcVuRyEvyBmNFDbZuW8IokKXjtXAA8x2J2imrOEkJIL+I4DtumR4Hp8l4XOVEsqx8+LDaD8YZ/L6y2slgi2Dk/Dp6nSwtCCCG9x+swGz2ErnnjznF89D1XFuvBjzot2DPvpQx0QnRAZ7qEkI4obeA2NlL998lxN86ubCESTXV/cAYSpXzNWbcrAYvZBDCAy26BkzLUCSGkpxSOYwW+MTdyuRxOn91ENkd1VUtlMiJe/PkaOJaBW7BBkRVIsgKe52C18BjzOsGyrNHDJIQQMqTGBWvzjQbEqNNSVg+eEKIfCqITQgzBMAy2z45BlmUEQnFkMjkoAHiWRSyZQSqdM3qIHRWJpQHkS8ZsIAaWZeB0WGCzmGC3mcEyDHKiDFGSwHMs1Z4lhJAeYDKZsHvnNBRFQTSWhD8QQ3LAj1daSLKCYDhZdfuqPwIA4DkAYMCyDLxuB+w2MyRJKR7reJ4Dg3yGuyjJ4DkOJhNHxz9CCCFt2TPvxYRgwUZ0sBuJU+NQQjqLUZQ+7ADYhmg0CrfbjUgkAkEQjB4OIaSOC8F1EQoUiLl8M8+h+sGqwLIMHDYznA4LrBYTEqksGAAOu4VqrRNCiIHyQfUU/IEoBdU7yMSzmBixI5rIIp0WIUoyFABmMwePy4pkKodUOgdFUcBxLBw2EyQ53+vEYuExPeEGx3FGPw1CCCEGOHrCj3uPHDd6GB11+NAeqntOSAdREJ0Q0jcK9WlFMZ+xpgCQJBnpjIitUByiVLvx2TBgWQajHgcEpxWyoiCRzBTLDZhNHJznS+tQoJ0QQrpDURSEI3GsbkQhSjIYBrCaeSTTotFDG2qC04qLto0bPQxCCCEGOHrCj/seOTlwGelumwn33Hw5BdAJ6TAKohNCBkJpgJ3jWDDI1x8Px1JDV3e9HpZhILiskGQZsqzAYTXD5bT2dT32sokVnpb8E0L6gyzLWN8MYzOYwHCdifcGm9WESy+aNHoYhBBCDCDJCr7xk0V84dGXjR5K2xgAv/mWi/Cb//liahxKSBdQTXRCyECobABX4HU78qVhgjHEU1mk07mhbQgnKwrCJRMKiWQWG8E4GAZw2i3na7KbIclyXwSkw9EkVtbDyIkX3k8Tz2Fm0gOPYDdwZIQQ0hjLspj2jWDad6Hpl6IoCIVjWFqLDHXpsm5IpXPYCsUx6nUaPRRCCCFdxrEMRl0Wo4ehCwXA3oVRCqAT0iUURCeEDDyWZTEx5sbE+X/LsozNYCxfU5wBoCiIxrMYsoU5RYoCxBIZxBLlyxpNPIcRrwNWM18MqiuKUqxVDwawW00wm01w2vMnovFkBrmc1PGGqOFoEmeXt6puz4kSzi5vYWEWFEgnhPQVhmEw4hUw4q1eKZnNZvHz1/wQh7dqme6W1kIY8Th6erKYEEJIZ4w6ByOIDgBb8cEqTUNIL6MgOiFk6LAsC9+Yu+y2ynIwUPIB4WxOhInnwPMseI5DPJlBJJqCXCPgzjJMzdv7VU6U4N+MFv9d6/kVwtgcywJMvkZ9JY5lILhscDmsMJm4mgF3lmWQSucARYHFYsKox4FkOlcWkOc5FqlMDtmshFAk2XDsK+thuF02Co4QQgaC2WzGFbvmav5NFEWcfm0dGXFwjj/dEk9maq5iI4QQMtj2zHsxIVgGojb6IE0IENLrqCY6IYRopCgK4ok0Yol8kL20cWcklqoqMULKNQq462nH/DgFRwghQ6swOZzNiQiFE4gns0YPqefMz4zA63YYPQxCCCEGOHrCj3uPHDd6GG2ZECz4p7v+M5VzIaRLKBOdEEI0YhgGLqcNLqet6m8ewQ63y4Z4MoONrRhi8bQBI+xtktydegQiTWQQQoZYaa+QUY+zGFTP5UQEgnEk0zmDR2g8nueMHgIhhBCDHNjtw+FDe/DJb72ARKY/rxvuOngZBdAJ6SIKohNCiM4KgQuXwwpZlrERiCIYSUCWFfAcC4fdDJOJhywD6ayIWDyF4VoT1B3prGj0EAghpGeUBtVHPM58f5CtKMLRFLKiBFlShqqhKXu+qTYhhJDhdWC3DxlRwv/4Py8YPRTNfvnaeRzY7TN6GIQMFQqiE0JIB7Esi8kJDyYnPHW3KZaHSWbAALDbzGAZBjlRhihJiMZTiCdoGb5WwVACk2MC1UUnhJAaWJaFb9wD37ineJuiKIjGU9jYiiGTyYFhGFgt+ebR8VQGsQFqXrZtZpSOD4QQQrASbNxrqVe9+dIJo4dAyNChIDohhBisUXkYAJgYFSDLMgKhOLJZESYTB6vFhEQqi3Qmh3g8M1ANTfWSEyXEE2m4nDYoioJYPIWtcALZnARRksEoCjieg81qgsXEQ4ECUZRhNnGwWEyQJOVCU1OeAwNAlGRwHFv8b57PN0plGKY4GRJNpCHmJJh4DhzPgmMZpDIioAAWC48xrxMsywIob2jL8xwcNjPiyQwSyQxkWYEkSRBFGSzHYsTtgMuZzyKNJdJIJDNQADhtFihQkExloQBw2S1wOqzF4FDpZ+fCc5Pz4+e4YrPX4nMoabBb93kWmsKKInKijJwolfUGKA1MKYqCWCKNeCKNTFYEwzAwm3g47flxxxMZJFMZyArAsgzsVjNczvL9lD0HM59vPJvKIpbMAIoCjmUhSjJyoghFAcwmHjzPwsTn/x8KEE+d3/b8+ymJEnKSDJZh4LBb4HJYoSgKNoMxJFJZMACsZh6ZnARZUeCwmTHmdZ5veCsim80hlsxClCQwABgwAMOA4xiYeR4WCw+LmUcokkQ2K4Jl8n9n2fw2ipLvC5A7v3+WYcCbWJh4DmYTj2xWQiaXgyzJUABwHAeLiYMsK8jk8vtjORZQFGRFCSzDgGEZ8AwL3sTB47IhkxURT2Ugn+8/wLIcTCYWNguPZEpEMp3/7TCbONisZoiijFxORCqdg1zyk8Iw+cbCChRAAViOgd1iyr8/598jUZSQzuSggAHHAhzLgeUY8BwHhgFMJg5iTkQ8lYV4vgEmA4DlAChAaYsEhsn3TuD5/P1zOSnfZ+L8OFiWhXy+LJSJ5/Kfy/P3k85PPirINzXO71spPh+WQf57cP69zf8WABzPQBRliNKFJ27imQuv+/mbZUUBxzLnXw8GDKPAZOLhsp9febQVQzYngmNZ2KwmmEwcFAVIpjJIZyUoigILn39tcjkZkiJDkdEwA5wBwOTfajAAzBYedguPTFZCJpuDfP7+hcMAl/95QWXbCZ5nwDGAKOVfEwAw8yxMJh6KouRX78gKGO78d9RhAcsyiMbTSCQyUBjAYubAccz596R/jzuC04JgOIaltSBkWSm+djwLcDwHSZIvfC85DhwHpDIiCtXIGCb/XshK/jPFsvnPJccyYBhAQf67brPw4DkWiVQWyVS27D3hmPx7IisMZEUGy7D5CXRJQrtVzxgAHM/C5bBgdtILjqOyNYQQUoskK/jWM0tGD0Mzn2DFnnmv0cMgZOgY3lj0/vvvx2c/+1msra3h8ssvx+c//3m8+c1vrrv9j3/8Y9x999146aWXMD09jY985CO44447VD8eNRYlhAyaskAsx0JWFCSSGWRz+dp+ZhOHdEZEdAjrs3MsgxGvA1uhfDmdTjDxHDxuG4LhpOpmqeOjTjhsFs1NaPOBG6bppAnHsZib8iKRymBzK950v4XnEI6k6o5HzTZAPvg5N+2FR7AjHE1iaTXUUh38wn7UPod2MQyorBIhZCAJTisu2jZu9DAIIaTnPHsmiN/56k+NHoZmhw/toVIuhBjA0CD6kSNH8IEPfAD3338/rrvuOjzwwAP4q7/6K5w4cQLbtm2r2v7MmTO44oorcNttt+H222/Hk08+id/+7d/Ggw8+iPe9732qHpOC6ISQYSXLMjaDMcTPZznLsoIUNZYjHTI+6uxK8JsQQkhzFEgnhJBq339hDR/7x5917fHsZg7JrPoEGpuJQyp3YXufYMWdB3dRAJ0QgxgaRH/DG96AvXv34otf/GLxtssuuwzvec97cPjw4art/+AP/gDf/va3cfLkyeJtd9xxB55//nk8/fTTqh6TguiEEHJBZZkYm8UMSZaRzojYCsUhlmRWs0z9DGiOZQEGqjOxCSGEENJdV146TaVdCCGkRDcz0T02E779/7wFT/58E3/6nZcQTjZPZvqLD14DlmGwFc9g1GnBnnlvvlwdIcQQhtVEz2azePbZZ3HPPfeU3X7DDTfgqaeeqnmfp59+GjfccEPZbTfeeCP++q//GrlcDiaTqeo+mUwGmcyFJkjRaFSH0RNCyGBgWRYTo7UnFCfHhbJ63U67BYqiIBCKI5MRAQawW00wm/NN5wAUa2XH4mlEYknUqqBCAXdCCCGk+1Y3IpibGjF6GIQQ0jP2zHsxIViwEe184+xwKocXlsI4sNuH6y4Zx82f+1HDQLpPsGLvwggFzQnpIYYF0QOBACRJgs9XvgzF5/NhfX295n3W19drbi+KIgKBAKampqruc/jwYXz84x/Xb+CEEDIkGIaBy2Gtuq1e0B1AcfsRjwOKMnI+qC5WNbEELgTcRUkCyzL50jKKAovFlG8cmc4V/85zLHiORSqTQzyRQSKV7ViNc0IIIWQQZbOi0UMghJCewrEM7jp4Ge49crwrj7cVzwfrzTyLP3jX5Q0f986DuyiATkiPMSyIXsAw5T8KiqJU3dZs+1q3F9x77724++67i/+ORqOYm5trdbiEEEJUqhWEL9Xob/m/Vy85F1yAbyz/278ZjGHVH2l7nIQQQsgwMJsNv/QjhJCec2C3D4cP7cF9j5wsy0j3CVb83o2X4guPntItU33UaVH1uFT3nJDeZNiZ1NjYGDiOq8o639jYqMo2L5icnKy5Pc/zGB0drXkfi8UCi8VS82+EEEL6E8MwGB9xYXMrjpyovjkPIYQQMqymJ9xGD4EQQnrSgd0+7N81geOLoar64yzLNM1Un3BZkBFlRFKNy7PsmfeqflxCSO9hjXpgs9mMffv24bHHHiu7/bHHHsOb3vSmmve59tprq7b//ve/j2uuuaZmPXRCCCGDi2EYzEx6jB4GqWN81Gn0EAghhJwnOK3UVJQQQhrgWAb7to/ghiunsG/7hVrkhYzxCaE8OdNrN+OXr53H/7r19finu/8z7rn58ob7r1eepd7jEkJ6D6MU6qEY4MiRI/jABz6Av/zLv8S1116LL33pS/jyl7+Ml156CfPz87j33nuxsrKCr33tawCAM2fO4IorrsDtt9+O2267DU8//TTuuOMOPPjgg3jf+96n6jGj0SjcbjcikQgEoX5dX0IIIf0hHE1iZT1cMyPdxHPwuG3YCiU6VkO98BjBcFJ1s9TxUSccNkvdcdfDMAADBnKTQzfHsZib8iKRymBzK950v4XnEI6k6o5HzTZAvnHs3LQXHsGOcDSJpdUQJFl7E9nCftQ+h3YxDGDcGREhpF0sy4DnWGRztDqpkuC04qJt40YPgxBC+pokK00zxo+e8FN5FkIGmKFBdAC4//778ZnPfAZra2u44oorcN9992H//v0AgFtvvRVnz57Fj370o+L2P/7xj3HXXXfhpZdewvT0NP7gD/4Ad9xxh+rHoyA6IYQMHkVRyhqV8hwLk4mH024BwzBQFAWxeApb4QSyOQmiJINRFHA8B5vVBIuJhwIFoijDbOJgsZggScqFpqY8BwaAKMngOLb43zzPlT1GPJFGNJGGmJNg4jlwPAuOZZDKiIACWCw8xrxOsCxbNm5RlMDzHBw2M+LJDBLJDGRZgSRJEEUZLMdixO2Ay5mvIx9LpJFIZqAAcNosUKAgmcpCAeCyW+B0WIu9QmRZRiAURzYrljw3uarZa/E5nB9Pw+dZeK1FETlRRk6UYDZxcDqscJU8duE5xhJpxBNpZLIiGIaB+fx7o0D5/9q79+CoyjOO47+z5+xu7mCRQgipqE242DFFUpjAxDZ4p9WqRbBhmuJAp6lcBjQWprQEO0wdrDojIGk7g6HDhMuISqmNVKZTIrcKiQk6xLYpFyElyoBFQxKSvbz9Y8NqICtJIFky+/3MMLDvvuec5z377GHPc949q3NNrWpuaVXQhIpgCXEeJSd1XE+HMXic0A/PtrSpsblVMka2yyV/ICif3y9jJI/bkeO45HZCf8tI51ra+7a/ngF/QL5AUC7LUmKCV8mJceF77Te1tMmSFOdx1OoLKGiMEuM9uv66pPYfvPWrrc2nxuY2+QMBWQpd3JBlybYteRxHXq8jr8fR/z5tVlubXy4r9LzLFepjjBQIBOVrX7/LsuS4XXI7tjxuR21tAbX6fAoGgjKSbNuW120rGDRq9YXW57JdkjFq8wfksixZLkuO5ZLjtjUwOV6tbX6da2lVsP3ijstly+12Kd7rqLnFr+bzrQoaI4/bVnycR35/UD6fXy3nffriNSfLklyWJSMjGcllW0rwukOvT/tr5PcHdL7VJyNLtkuyXbZctiXHtmVZkttty+/z61xLm/z+9t+zkeSyJRnpi9efLCt0EcVxQsv7fIHQhZv2OFwul4LtF2bcjh3Ky/blAv6g/IFAaJ+5rPZ1m/B4XJZC74P21zZ0LJBsx5LfH5Q/8PnA3Y71+X5vbw4aE/pqt2XJyJJlGbndjpIT4hQMBnXqTKPafH7ZLpfi49xyu20ZIzW3tOp8W0DGGHmd0L7x+YIKmKBMUPqyD+O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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "palantir.plot.plot_branch_selection(ad)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To visualize a trajectory on the UMAP, we interpolate the UMAP coordinates of cells specific to each branch across pseudotime, enabling us to draw a continuous path." ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "execution": { "iopub.execute_input": "2024-05-15T20:27:43.404879Z", "iopub.status.busy": "2024-05-15T20:27:43.404590Z", "iopub.status.idle": "2024-05-15T20:27:45.376826Z", "shell.execute_reply": "2024-05-15T20:27:45.376073Z", "shell.execute_reply.started": "2024-05-15T20:27:43.404861Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[2024-05-15 13:27:43,708] [INFO ] Using sparse Gaussian Process since n_landmarks (50) < n_samples (1,564) and rank = 1.0.\n", "[2024-05-15 13:27:43,709] [INFO ] Using covariance function Matern52(ls=1.0679415702819823).\n", "[2024-05-15 13:27:43,733] [INFO ] Computing 50 landmarks with k-means clustering.\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "palantir.plot.plot_trajectory(ad, \"Ery\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The appearence of this plot is can be adjusted:" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "execution": { "iopub.execute_input": "2025-04-08T22:07:03.332148Z", "iopub.status.busy": "2025-04-08T22:07:03.332066Z", "iopub.status.idle": "2025-04-08T22:07:03.943337Z", "shell.execute_reply": "2025-04-08T22:07:03.943094Z", "shell.execute_reply.started": "2025-04-08T22:07:03.332141Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[2025-04-08 15:07:03,359] [INFO ] Using sparse Gaussian Process since n_landmarks (50) < n_samples (1,903) and rank = 1.0.\n", "[2025-04-08 15:07:03,360] [INFO ] Using covariance function Matern52(ls=1.0882231712341308).\n", "[2025-04-08 15:07:03,383] [INFO ] Computing 50 landmarks with k-means clustering (random_state=42).\n", "[2025-04-08 15:07:03,802] [INFO ] Sigma interpreted as element-wise standard deviation.\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "palantir.plot.plot_trajectory(\n", " ad, # your anndata\n", " \"DC\", # the branch to plot\n", " cell_color=\"palantir_entropy\", # the ad.obs colum to color the cells by\n", " n_arrows=10, # the number of arrow heads along the path\n", " color=\"red\", # the color of the path and arrow heads\n", " scanpy_kwargs=dict(cmap=\"viridis\"), # arguments passed to scanpy.pl.embedding\n", " arrowprops=dict(arrowstyle=\"->,head_length=.5,head_width=.5\", lw=3), # appearance of the arrow heads\n", " lw=3, # thickness of the path\n", " pseudotime_interval=(0, .9), # interval of the pseudotime to cover with the path\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To plot multiple branches use the `plot_trajectories` with similar customizability. It's default coloring is `\"palantir_pseudotime\"` since the overlapping branch masks are hard to vizualize." ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "execution": { "iopub.execute_input": "2025-04-08T22:07:03.943752Z", "iopub.status.busy": "2025-04-08T22:07:03.943680Z", "iopub.status.idle": "2025-04-08T22:07:04.751348Z", "shell.execute_reply": "2025-04-08T22:07:04.751048Z", "shell.execute_reply.started": "2025-04-08T22:07:03.943745Z" } }, "outputs": [ { "data": { "image/png": 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "palantir.plot.plot_trajectories(ad, pseudotime_interval=(0, .9))\n", "# When using cell_color=\"branch_selection\" be aware of the overlap between branches:\n", "palantir.plot.plot_trajectories(ad, cell_color = \"branch_selection\", pseudotime_interval=(0, .9))\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Palantir uses Mellon Function Estimator to determine the gene expression trends along different lineages. The marker trends can be determined using the following snippet. This computes the trends for all lineages. A subset of lineages can be used using the `lineages` parameter.\n" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "execution": { "iopub.execute_input": "2024-05-15T20:27:46.324440Z", "iopub.status.busy": "2024-05-15T20:27:46.323995Z", "iopub.status.idle": "2024-05-15T20:27:50.855303Z", "shell.execute_reply": "2024-05-15T20:27:50.854260Z", "shell.execute_reply.started": "2024-05-15T20:27:46.324423Z" }, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Ery\n", "[2024-05-15 13:27:46,561] [INFO ] Using sparse Gaussian Process since n_landmarks (500) < n_samples (1,564) and rank = 1.0.\n", "[2024-05-15 13:27:46,562] [INFO ] Using covariance function Matern52(ls=1.0).\n", "DC\n", "[2024-05-15 13:27:48,515] [INFO ] Using sparse Gaussian Process since n_landmarks (500) < n_samples (1,943) and rank = 1.0.\n", "[2024-05-15 13:27:48,516] [INFO ] Using covariance function Matern52(ls=1.0).\n", "Mono\n", "[2024-05-15 13:27:49,801] [INFO ] Using sparse Gaussian Process since n_landmarks (500) < n_samples (2,541) and rank = 1.0.\n", "[2024-05-15 13:27:49,803] [INFO ] Using covariance function Matern52(ls=1.0).\n" ] } ], "source": [ "gene_trends = palantir.presults.compute_gene_trends(\n", " ad,\n", " expression_key=\"MAGIC_imputed_data\",\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The determined trends can be visualized with the `plot_gene_trends` function. A separate panel is generated for each gene" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:48:25.620365Z", "start_time": "2022-06-15T17:48:25.313746Z" }, "execution": { "iopub.execute_input": "2024-05-15T20:27:50.857026Z", "iopub.status.busy": "2024-05-15T20:27:50.856688Z", "iopub.status.idle": "2024-05-15T20:27:51.164072Z", "shell.execute_reply": "2024-05-15T20:27:51.163631Z", "shell.execute_reply.started": "2024-05-15T20:27:50.856998Z" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "genes = [\"CD34\", \"MPO\", \"GATA1\", \"IRF8\"]\n", "palantir.plot.plot_gene_trends(ad, genes)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Alternatively, the trends can be visualized on a heatmap using" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:48:26.880721Z", "start_time": "2022-06-15T17:48:26.532780Z" }, "execution": { "iopub.execute_input": "2024-05-15T20:27:51.164995Z", "iopub.status.busy": "2024-05-15T20:27:51.164688Z", "iopub.status.idle": "2024-05-15T20:27:51.452417Z", "shell.execute_reply": "2024-05-15T20:27:51.451689Z", "shell.execute_reply.started": "2024-05-15T20:27:51.164973Z" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "palantir.plot.plot_gene_trend_heatmaps(ad, genes)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To inspect the trend of single genes you can use the `plot_trend` function. This plots the continous trend over the expression\n", "values of the individual cells. Omit the parameter `position_layer=\"MAGIC_imputed_data\"` to show the inumputed log-expression\n", "values per cell instead." ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "execution": { "iopub.execute_input": "2024-05-15T20:27:51.453464Z", "iopub.status.busy": "2024-05-15T20:27:51.453181Z", "iopub.status.idle": "2024-05-15T20:27:51.645901Z", "shell.execute_reply": "2024-05-15T20:27:51.645185Z", "shell.execute_reply.started": "2024-05-15T20:27:51.453448Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "palantir.plot.plot_trend(ad, \"Ery\", \"KLF1\", color=\"n_counts\", position_layer=\"MAGIC_imputed_data\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "

Clustering

" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Gene expression trends can be clustered and visualized using the following snippet. As an example, the first 1000 genes along the erythroid genes are clustered" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "execution": { "iopub.execute_input": "2024-05-15T20:27:51.646928Z", "iopub.status.busy": "2024-05-15T20:27:51.646653Z", "iopub.status.idle": "2024-05-15T20:27:52.019075Z", "shell.execute_reply": "2024-05-15T20:27:52.018301Z", "shell.execute_reply.started": "2024-05-15T20:27:51.646912Z" }, "tags": [] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/fh/fast/setty_m/user/dotto/mamba/envs/da2/lib/python3.10/site-packages/anndata/_core/anndata.py:430: FutureWarning: The dtype argument is deprecated and will be removed in late 2024.\n", " warnings.warn(\n", "/fh/fast/setty_m/user/dotto/mamba/envs/da2/lib/python3.10/site-packages/palantir/presults.py:481: FutureWarning: In the future, the default backend for leiden will be igraph instead of leidenalg.\n", "\n", " To achieve the future defaults please pass: flavor=\"igraph\" and n_iterations=2. directed must also be False to work with igraph's implementation.\n", " sc.tl.leiden(gt_ad, **kwargs)\n" ] } ], "source": [ "more_genes = ad.var_names[:1000]\n", "communities = palantir.presults.cluster_gene_trends(ad, \"Ery\", more_genes)" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:48:44.405541Z", "start_time": "2022-06-15T17:48:42.760045Z" }, "execution": { "iopub.execute_input": "2024-05-15T20:27:52.020100Z", "iopub.status.busy": "2024-05-15T20:27:52.019869Z", "iopub.status.idle": "2024-05-15T20:27:53.910180Z", "shell.execute_reply": "2024-05-15T20:27:53.909408Z", "shell.execute_reply.started": "2024-05-15T20:27:52.020083Z" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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loCrIsW6JRCKRnHPsn10ll0mQy2zsJJ084kokEsk5ihCCxZU6i8t1sqk4tuOxsNJAN+R1q1PJRz/6Ufbt28dHPvKRJ7zd1VdfzRVXXMGnP/3pDdoyiUQiOTcJw5D9s6scPFIml4khhGC53ETTVFRVwbY92h2XIAg2e1MlEolEItkw5pZqoMD0xMZP0skVqEQikZyDhEIwO1emZ3sYhkarYxOEgi2TeQq51GZv3lnDxz72Mb70pS9x4403kkg88dXHW265ZeiclEgkEsnpodnqcmi+gqapGLpKs2WjqSqhCHFcH0VRuG+hxQNLbS7cPYauy+WSRCKRSM5+ao0OjWaXC3ZvzlpEHm0lEonkHMP3gyj0HwVDV+naHqoCe3eNY25grsjZzsc//nE++9nPcuONN5LL5Z709pdddhmZTOb0b5hEIpGcg4RhyIEja3S6LrquIcIQXVfx/RDH87lzrsFNj1b51edPcMF4kj2jiWFusERyLiKEIAwHf0LCfrGRoigoCqiKiq6rT+lzMriPIBQgBPR/RlWUoWNZIpFsHrbjMb9UY/e2MbRNijQ548XJMAxlHoxEIpE8RXq2y6G5MvGYgeeHdHseiZjOrm0b18R2LjA/P88HPvABduzYwTXXXAOAZVn85Cc/2eQtk0gkknOPRrPH7EJ5+G/L1Oh0AwI34JGVNv/wk0VycZ3XXlBkJh9DUxUMbRM3WCLZQDwvoOe42I6HbXv4wdEiKE2NhMPoT3SeKIQYCpd+EEb/7n9dURQUEU3ooETiI0SC5kCEVABB9J9QCIL+fQwfU1OxTB3LNIjHDCxTlxcKJJLTSNCPOpkazxOLbZ5R5YwWJ8NQcGiuTDGf2vCwTolEIjnTaDR7zC1VyecS1BpdfD9ktJRiclS2c59qpqen151oSyQSiWTjCcKQA4fX6PZcAFJxk3bPZaXW5XuPVXnF7gKjKYtff9E0O0vx4wQQ2dYtORtxXJ9Wx6bTdfD9EMPQiMcM4jGTfDaJrh3vhvSDEM/z8f0QPwjw/ADPCwh9gev6hKFA64uYKAoIQRAIBAJVUYhZOoahYup6P1JBw9A1dF1b55oUQhCEIa4bYDselVobx/UBiFkGqaRFMm6hafKCukRyqtg/u0o2E6eQS27qdpzR4qSqKmyfGWF5rUGzbTM1lpM7KolEIjkBK+Uma5UW+WyCcrWNEDAxlmWseHSMWAjB/HIN1/XZuXV0E7dWIpFIJJJnR63R4fBCFQDTUHG9kPlqh+8+UuHHh+pcPJHCDwWFpEEhKSNNJGc2AzejEANX4voR7J7t0Wj16NkupqmTTsaYGsuh6+stwmEY0u25dG2XXs8duigHgmIYhvRsD9f3UVCOndDGDwUEYf/fCqGIfrbrhexbadN2fGw/JBfX2TWa5M7DDRYbDo4f4gaCn79kjFAIvnr/avTzYci2YoLXXFDiB/urLNR7GKqKqsBLd+ZJxQxmqz1yCYO0pZNPWpimhmnomIbW/6Mf9xwlEslR5haj4+TMROGE3x84ojeCM1qchEignBzL0e7YHJorMz6SJZW0NnuzJBKJ5DmBEILDCxXaXYd43GCt2kZVFbLp2DphstHqcnihihCCXDq+iVsskUgkEskzJwgC9s2uYjs+qgoihIWaTSFhsNx0cfyQ33/1DkbT5pPel2k++W0kko3A8wNs28P1/OiPGxA8ztmrKMrQhagAQShwXB/PD6Kogr5L0fMCmm07KkXUNUIRORUdz0dVFOIxg0TMJJdJoGsqjZbNWqVJo9VDIXqMAFhruzSdgGrHp5QyeP62PH/3o8Pcv9Ckafu0bZ8/+vnzaDk+//O2eRKmRtxQ2TueYnsxQcv2sb0QS1dJmgphEOVajqcM1L6oWoxrdG0PDYEG2F6AF0T5ldWWzefuWKDtBLScgL3jKf7Dq7bzhTvmWW44jKRNJrMWF02kSVg6sZhBIm6SjFuYhiZHxSXnPNVGh0ard9ICnME6cnwkS8w6/RfxFLFJc2fNZpNsNkuj0ThlBQBBELKwUkfXVMZHsjJYVyKRnNMEQcj+w6vDPJ/AD0kkTBQUts2U0DUV1/U5OLeG7fjomsrUeI5cRpYAbCSn43gokUgk5yIr5QZLq83hvxfqNt9+pMJ9Cy1+55qtbC08+cU3xw95bLXDIysdXnP5DFdfMH46N1nSRx4Lj+L7Ae2uQ7cX5UAC6LpGzIryF01DwzB09BNMDAohaLZtKvUOuqZSyCZIJqx153WO61FrdGm2eoRCoKBEhTUiBKWfCRlG49WhgCO1HgfLPZZbDitNl1970TQdN+B//OAwxaRJIWFy0WSKq7blOFTu4IUhCUMjaWokTG2YO3m68YIQQ1PZt9ZhvuZQ6XosNV3e98rttG2P/3HzLNO5GNuLcS4YTzFTTJBOxclnEljmGe/ZkkieFj3HY/+hFXZvHzuh8CiEYG6pRjoZI5/dmAjFs+pTqGkqWyYL1JtdDs6tMTWWIx6TVzwlEsm5h+N67D+8hqFruE7Uxj02mkGEgnjMRFUVjixWqNW7KAqMFFOMFdNU6l1Wy03GRrKb/RQkEolEInlK2K7HoweWOdZycd9Ci3/4yQJX7y7wX39uF+nYiZc9QggW6g4PLrd5aLnNgXIvGk8FdMuS4qTktBMEIa2OTatt43oBuq6STFjkswlilvGU27Cr9Tb1Zo90KsaWify6ceZ216FcbdHtuQgBun60dMY0o/xHz/O5f7bKvXN1Zis9EqbGL10xzgPLHapdn62lJM/bmicV08nHdT76+j0IojlyQeTunM7FoucUCpq2z+Fqj1rXH4502170x+t/xgbPTFMV4oZKzFCJG5GomYvr5OMG2biO9hRMR0ZfrN09kmT3yDHZeb6PieBNF48yX7d5ZKWDLxR2T2T465v2oSsKF0wkuXAyy1gxTT4rL9JLzm6CIOTA7CozE/mTOiKXVhskYsaGCZNwhjsnQyFYWKoxUkwf96J6fsD8Uo1k3GSkmJY7GIlEcs7QatvMzpcxDA3H8dF1jZmJPIahsVJukU7GWFip9YVKg63TRVpth2q9jeeHmKbG7m1jm/00zhmkW0QikUieGaEQHDi8SqfrIoRg31qXbz1c5ucvHmUiYxGEgrh5fN5c2/F5aLnDQ8ttHlru0LT9dd8vJAwuGE/yC1dt56XnyQzmjeBcOxa6nk+j2aPVsVEUhXQyRjoVe9oOvjAUVOptGs0ehVxyKKy5nk+z3aPW6GLbHqqqkIxbJBMWuq72nZKCpVqP2/eX2ZI1ycR0/u8bDrBnLMneyQznjSeZTJt4fkgQnLgcyg8ECw2bhbrDYtNmqemy1HCo9TxOlcqgKJCN6YylLSazFpO5GDtGU5w3kUETIe2uQxA+swe7b7HFIyuRU7rtBHz8zeez3LRBUbloa4GRYhpNlZ0WkrMHIQSPHVwhmbSYHj9xKepqpUUQhEyMbqxZ5YwWJwFs22Wl0gJgvJTBOkakFEJQrUdz9NPjeUxp15ZIJGc5a9UWS6sNFCUa0bEMjW0zJSxT57FDK8OWRVVR2DJZJBQhlVoHRYFWx8HQVUr5lHRObiDn2oJMIpFIni1CCJbXGqyUozXAfM3ms3ctUe14vPr8Ii/dkcfU1wsKa22Xexda3LvQ4kC5y7Fahqkp7BlNsnc8yd7xFGNpE0VRuGzvzEY+rXOac+FY6AcBjWaPRquHpqnkMgnSSQv1GYhfg3VurdGlkE+STcXo9jxqjQ6tjjPMozR0LRoFN/Uoc1IBTdO442CFz9x8kErX47zRJK+7oMTOkUS/of54U0+/44auE/DoaocD5R4HK12O1Gy84MRygqpALm6Qi+ukYzoxPXJGxgwVs+9yFAwausVRZ6Uf/b3e8ym3nKGT+USMpU22F+PsKCXYVUowlYtG2AflQE+HrhuQMDXuONLg83ctEzNULpvK8Jq9Jc7fUqCUl4YnyZnPkcUqtuOxZ/uJjSjVeoduz2VqPLfh7/czWq0LhWBhtUHcMkglLZbLTRRFYayUwTJ1FEWhmE+RSsaYW6qRzyakTVsikZyVDHJBGs0uQgh0TSVu6WybLgEKD+9fwvWCKFw8lySdirNWbWHoGt2egwDils5aNyDzDK8+SyQSiURyuqk12hxeqBGGgrsXWuwZSRAzVF68PceVW3PoWnSeHwrB4arNvQst7ltosdh01t3PVNZi70SKC8eT7CwlhiOhEsmpRAhBu+NQqXei0sFMgm3TxWckSA5otW2Wyw1S8RippMVqucXCcg1NVVEUBdPQGCnmyKbjQ6Hu0aUWN9yxwM0PrfB7125D9QPectkYu0eS6JqCpqnEzKgkJggFmqYSBiECwaNLbR5YbPHQcpuDlR6PP01Mmhoz+RgTGSv6kzUZTZmkLR1VVVAVUFV1KESKUDC4C4WoyEcghs3fx4qKoRC07IBaz2W5Gf1ZajosNhzW2i4rrejP7bMNAFKWxt6JNHvHU1wyk6UY19A0FdcP8byAJ/JlJUwNRYEXbslyxXSGg5Ue9yw0cbyQ+w+W+dcHHuaqHTletneC0ULqWf0OJZLNoFJv02z32LvrxAU4jVaPVttmy1RhUzSzM9o5KYSg23MBqNQ7+H5AMmHR7bnomspYKTN0SwohWC236Dke0+O5dRkcEolEciYThoL9syvYrk8YClIJk5hlMjGaYaXSYq3SQggwTY3J0TzVehtNVWh3HTw/RNNU4gkL2/H5j196iA++dg/XXDq92U/rnOFccItIJBLJs6Xe7DA7XyUIBT853ODbD5fRVYVfu3KK6XyUcxeGgn3lLj870uTehRaNY8a1VQV2jyS4ZCrNpZNpSqknz6WXzsmN42w7FvpBQLXepdnukUpYFHMpDOPZrT9tx2NusTp0RYYhGLpKOmnRtT1MQ2ekkBpOEtpuQMzU+NNvPMiN9y/zgi0ZrtiSZWshhqYqqKrK1FgWVVWp1NoIEYmBigKPLbW4/VCdn801qXa9ddsxnrHYM5LoOxbjjKbMdUKGAiRTcSZHM9iOz2dvnWWl0aPnhZTSFv/2RVu48aFV7pytoasKhgov35VnKmvxyEqHUsqkkDCetEin7fgcrtocqdvMVmweXW1je+vHz8fSJlfuKPD8rVl2jiSwTIN2x8Z1A8KTyCDRcxGoqoqmgt93cf7wQI2fHm5g+yFvuWyMF+8oUCqkKBVScvRb8pyn23M4cHiN3TvGiJnH50y2uw6r5SbbpkvriqWFEBsmVJ7R4mQoBEcWKuQyCXKZBEEQUmt0abR66JqKH0TZaWOlDKYRiZTdnsviap3RQppM+skb+yQSieS5jOv5PHZwZXiimoyb5DJJTEPjyGJ1OCozWkzjej5BGOI4Pp4f4PkhD67ZfP3eZS6dzvDmS0cJQ8hl48xMFDb5mZ07nG0LMolEIjmVVGot5pbquH6Ipio8utrh6/evcd3eEhdPphACDpS73DnX5O75Jk07GP5sTFe5cCLFpVNpLpxIkTxB/uQTIcXJjeNsORa6rs9qtYXr+hTzKTKp2LNa2IehoNHqsVpp4noBMUtHhJDPJrAsnUqtg2lojBYzGIZGGApuP1DmC7cf5nC5w4dfu4OG7ZM0NSxDIx4z8IOQ0WIazwuot3pDd2W143Ljw2vcfqhOuXNUkLR0lYsmU1wylWV3yaKQOCrsqyrETBNVhXvnm/z4YJ0Dq23W2i7vedkMF06k+cI9K4zn4mQTJqOZGC/YluP+I1UOrHSwvQA3CHn+tjyllMl/++Y+VpoOoRC8ZM8IH3jtbh5ZqEMQMpGPE4+ZdLo27a5D+LgYzMgt3ePh5ShD8kCly7FRmbm4zgu257lyW44X7h4h8AMq9S6BH4ASuTaPvc+hQCOi56nrGo7jMVuziekqIymDP/veYS6dSvPSnQW2jKYZPUZ3kEieK3h+wCMHltk6WTihBtazXRZX6mybLqE9bopgfrlGKZ86aXHOqeSMFieFENQa0RWpTCpOIXe0lavbc6nU2tiOhwASMZOx0mCnHbK02iAUgsmxnLzSIZFIzkjaXZuDh9cIBcQtA0WFUiHNWiU6KYZojMYwVFRFxfcDXC9atPnAf/rqo4wkTV59QZHnz2TRdI1E3CSTtMhlk0/wyJJTydmyIJNIJJJThRCC+aUalXqHnhfwg/01bnqswjtfOMXe8SShEByq2Pxsrsldc811DsmEqfK8qQyXz2TYM/rsxrWlOLlxnOnHwp7tstqfVBktpkjErWd8X4PpwGqjg217eH7U4K1rGqV8Ck1TWa201omSQgh8P+R3/t87ma91efnOPFdty5EwNeKWQamQotNzAAVdV2m3oyIeLxTceajGLfsqPLTcGY5bm5rC82ayvPriCS6dTlOrtYfj3IoSZUU+utbj9oM15us2H3njeTy21uVwucueiTTP2zlCzNBYWWvS6TnReluJxFZDU0mnYmQzCRIxc51LC8B2XB6bq7HWtLl8Z4kv3rXI/771MElL5+KpNL9wyRjjhQTJuEWt0aXVsVHVSGA1dQ1FVQCFnhtw73yDu+aa3LfYWueqLCYNrtqe47UXj3P+dJ7l1QY9JxJkVVVFCEF4zPy6oWtAVCKkKgqqomK7Hg+tdLj1YJ0Hllq8+rwSb7xkFFVVyKTijBRST7ltXSI5XYRhyCMHlinkkoyfoFPAcX3mFqtsmy4eN11ca3Tp2S6TY7kN2dYzXpys1jvUm108PyCbjjMxmlt3Gz8I+2HBHUQoSCYtxkeyGLpGq22zUm4yMZolmXjmBxCJRCLZaNYqLRZW6gCUckl6jodp6jRaPVRFQVEVLEOj5/hoKgSBYLXtcuMjFSZzFq/YXWSx3mPbSAoAw9BxHA8/CIhbJru2yXbSjeJMX5BJJBLJqcJ1fQ7OrWE7kdh4sNzlr354hJ2lBNddUCJmqPxktsFPDzeo9Y4KknFD5bKpNM/fkuX8sSSa+sRigBACLxCYusqBcpfFhkO951Pvefzi5RO4Idw93+L/93MXntbney7w/ve/n6997WscPnyY+++/n4suuuiEtztTj4W247Ey7D1IY51gXPKpEoYhtWaPeqNLLKbj+4JO1yZumYyPZtA0laXVBqqiROtZQ2Ox1uEfbj7AobU2/+GV21mu98jGdVRFIRk3mZksEAQhiyt1TFPHdnzCMKRte9yyr8JNj1WpdY9+lvaMJnj9ZZNc97wZms025epRwTIMBW3XZzyX5L988zGCUPDy80a4aDLFVDY2dIoKIWh1bFbLbXq22xf0IOxnShq6htbPoAyF6JfXCDhGlVAUpe9kjARBQ9NY7nrcN9/iuotGObDa4Ut3LfK8mQwv2pHD0tRhtvoATVNR+wWRnh/y6FqHOw43+Nlcc51QubUQ45o9RV65dwxVhHR6LqoSibhBIAjCcJiDqWkKhq4DAtf1MXSNIBTUui6Nns+WQozP/HieHaUEL9mRJx3TyaTiFPMp4rHT7zyTSB7P/tlVNE1l+0zpuO95fsDh+QpbJgvHlUfbjsfiSp3tMyU51v1U8IOQxw6ukM/GScQtllbrIGB8NDsMAB4ghKDZFyM9PyCTjDE5lkMAC8s1TENnbCTzpNkWEolEstnMzpepN3uoCowWMzTaNq7no8CwhTEUAsf1UVWFjhvwT3cs8eBSi5dsz/GavSUmconhVeEgCPuB5QpeEJKKW2zfcvwBTHJ6OFMXZBKJRHIqiM7RexyZrxAIqHY9bny0wlXbsoylLQ5Veiw0bH4y2+BIzR7+XKwvSF4xk+GCsdSwCGdAKATVrsdqy2VHMU7HDfj83custT3W2i6Xb8nyf75iO1+9b4WVlsNIOkYpbfHKC0bQNYV2z+e8LcWNfjnOOn7wgx+wY8cOXvrSl/KNb3zjrBEnHddnpdxECMFYKfOsRh49P2Ct0qJne+SycQxNZ26pgmHozEzkMQ2d1UoT2/EZH8kQj5n0bJc//tqD3PJomRfvyPOa84sUkgZhKIjHDLZPlzAMjZVyk0azRxAKwjCk3Hb47iMVfnSwjuNHAl3a0njZzgJvuGKSvVtKLK/WqTV7w+2r9zx+eqTFjw7WOH88zbtfMoOqa4ggIGYZJBMWnhfQ7tp0e9GFbgDDiJrCRXg0sy4MBbbrA4JEzKKYT5KMW2iaMiyYCYUg8EP8IJr4cVyfZqtHz/GG7eOeULhnvsGP9lW490id33jpFl5x/gidnofv+/1ioKil3PN84jETXVfp2R71ls1dR+rcdqjOA0tHHaExXeVFO3Jcs6fIRNqMioHUqCwo7J8zD9yUigKWqRO3TNpdm1BEwqXj+Dy62uGW/TUeXunwmr0jvPXyCVwvQFVVculo2vPxQpBEcjpYWK7T6vQ4b8f4cQJjEITMzpeZHMsfJ5wHYcihI2W2ThWfdVbu0+GUi5O2bfO2t72Nhx56iEQiwfj4OJ/61KfYtm3butudkszJvkU1DMEytehDLsALAhCQSp44fLjbc1laq9PteWRSMabHc7Q6DpVam6nx/IbM00skEsnTJdrnreB6PvGYgWVqtDrusJ172HII9ByPO440mSkmmUjq/OBAjZftKpC0tCjwvH+iqGkquqaSSlqsVduIUFAqpDbMvi858xZkEolEcirwg5DVcoPVShuAasfj6w+scvd8iytmMszkLR5c6vDg8lHxQFXgookUV23LcfFkajiy3bR9FhsOQSi4cCLFV+5b4fv7qmiKwljG4teunCIb17h3oc1o2mQsbZGKaaiKiqIwXLQd+3dNU9m1VU4RnCq2bdt2VoiTfhCwvNbE9wPGSpFQ+ExxPZ/VSgvPC/pFNjpHFqr0bI8tkwXSqRi1RpdqvcNoKU06GePuA2V+un+Va88rcddcgz2jKQw1utCsayo7towQj5m4ns/BI2tRnI+Aas/jmw+u8eODdYL+B2oiY3HdRSNcc/4oU6MZFpbrdPplsxBdOMikE/yHLzzIhVMZXrwtw97JDH4QEjMN/DDA69+/4/qE/fPRZMIimbCImTqWpWMa+nHCSKtts7zWIAgFMVNndCRD4kley8HUZLXeIZ2KY+gqtuOx2ugNz2k/8PkHeNmuAlfvzjOSsgiCkPGRKAey1uwShoJ8NkEiYdHtOhxeafDdB1b4wf4aq+2jz31XKcGrzi9yyURqOHauKKBrKmG/bXwgVJqGRjGfpNN16XQdNE3F8wNWWy4rTYfn78hz46NVdo6k2JaLyoMMXaOQS5JNx48ba5dITgXVeofFlToX7BpH09brYWEomJ0vM1bKHDdBLIRgbrFKPpcknYxRb3aJx0ysDRDUT4s4+b3vfY/rrrsORVH4q7/6K772ta/xne98Z93tTtVYd7PdY7XSotN1h1c2hBBYpsFIMUWtEV31KeaTpBLWuh2j5weRmtzukU7FGC9lWVprkExYjBRSMh9CIpE8Z/C8gIf2L0ZZRqU09UYUZ6GpKlq/AExVoubC7z5S4ZZ9VcYyFj9/8Qh7J9IMpmWiEysNRYVcOoFlaiytNocuy0wyOqEcKT53FwZnG2fKgkwikUhOBT3bZW6pSrcX5bsdqvQYSRl0nIBvPlRGCMF9S+3jxi6v2pbj+TMZDE3lSK3HWNrE1FT+y7cP0HYCJjIWF02keOPFo1Q6HqauUExZJGImyYSJZZnoWnTM1NQo/kQhEiOHY6tB2B/5DgkDQSopY59OFU9VnLzllltIpVJMTEwwMTGxwVt5coQQlGttmq0eY6Xss3pvuJ7PylqTIAwZLUauy7VKk3KtQzJhsnWqiO34LK3WSSUtCtkk98+W+ccfzXL/Qos3XDLGL105Q7XRIQiid+9YMSpjESKaCqzUOygK1Hs+Nzy4xg+PESX3jCZ48+WT7B1Pks8kKVdbOP1McgU4UOny3UerTJdS/P9/bi8H5soQhtEIdv85qP0SHT8I0VSVkX5rtfo0uhyi8W+HlbUGgkj4Gymmj1uzP54wDClX27Q6DqPFNOlUjDAU9GyXB45U+epdi9x6oMr1F41w/YUjIKKLDdumixiGTq3RodnqEYuZFHNJLDMSLm+6Z57vP1bhnoXW8IJIKWlw/cVjXLktg6GACNdNn0dj4305RddUxkYyBEG4rv08DAW37K9y46NVYobG266c4XlTKXw/AEUhEY+249kI3RLJsXR7LgcOr7J7+9hxxjshBIcXKhRySTKp48txKrU2nh+J+oN+ly2ThQ3Rxk77WPedd97J2972Nvbv37/u66d6MeYHAbPzFVRFwXY9PDdAAOmUxWghTbvr0uk55DMJ8tnEuh1nEIQsrNRoNHukktFJTKfnMt230UskEslmUm90mF2ooigwkk+xWm2jqgoxK8oOUlA4VOmSTxgYmsLn71rmFbvzbMnHUZR+KY6uoSpgmjrxmIntuDTbDkEQErcMPD+IMn+AVNxkh3SLbBhSnJRIJGc7A0PB/FINzw8JQsG9Cy2+t6/KcsPhBVuzPLbaYaHhDH+mkDB44dYsl02l2VaM87O5Jt98cI3llsN42uKtl49z3miSxYbNlkICw9DQdQ1DV1EUhSAQ+H6A5wcEfdFR9LeF9fF2x6H0/3PpBbIQ51TxVMXJAR/+8If5wz/8ww3auidmYIbJZxMUsslnvEj3g4CVclRaOBjPbrZ6LK81CYVgfCRDOhVjZS1q5h4tpFmttfE9n7+6+RCjGYt/+5Lt9Lo2juOBApahs31mBEWB1UqLtWpUyuMGId99tMq3HlrD6wuY540m+OWrZtgzkiQMQ3q2NxQsNVUhAP7HLYdZaLi87UVbecFMCrcXfSbVvogW76+TPc/HNHQmx7LPqvwHos9k1EjeGhbVjpXSpJKxJ3k9Q1bL0QX2idHsOhGm1XNZqXbodW3++Fv7ePGOPFduzVDMJtg6VUJRoGd7VOptPC8gn02Sy8Rpdx0eOLDC9x6tcPO+Ki0nEm0TpsbVuwtcs7vARD4e7Vf6+7LHo6kqU+M5NE1habWJ5/kIwPdD7ltssdh0ecdLt7HWDciaCoHnDxuSB25KaZKSPFN8P+DhA8tsmcyTTSfWfU8IwdxSjXQyRj6bOO5nuz2XlXKTbdNF6s3ehgqTsAHi5Dve8Q6KxSJ//ud/vu7rp+PqmBCCpdUGQggmRrPMLddoNnuEIhpfzKRiWKZOu+uQSlgU86l14uMgLLje6hG3dMIQSoUU+WxC7iAkEsmmcHi+Qq3ZxTKiHEnPD7GMKHzb9QPumW/yvX01VpoO73jhJBdPpoc/axoahh79nGnohGHkQvH8ANuJToSC4KgzZTDOlopb7Ng6suHP9VxFipMSieRsJQwFlVqLhZUGAB03IKarPLLS5rM/WyYd0zlS7dHXTjA0hcunM4xnTBo9n8dWuzRsnz/9+T2stl0ats/WfJy4eQJ31kkEx0EWs6oqaJqCrmqRe1JThzl3g9xlVT36b01VnrXoIjnKmeicdD2fxZUGpqExVsoMBaSnSxgK1qot2h1nKLq5rs9ivy/BD0JmJgu4/RzLQi5BuWnzhTvm+dnhOh97y4WMldLUWzaVWhu9vx2lfIp0KsZquUm76w4vNN+50OZffrY0bLHfVYrzi1dM8sJdI5SrLRRFwQ/CKKtcU1lt2qx2fK7aWeTexRY78hahH6DAsEy223NpNLsIITAM/Tgx8FQwHNtudDA0jZBIpEw+yecwei0bGLrK+Eh23e9JCMGPHlnlf35/H8sNhzdfNsZVW7Nk0nHGRyLXaigEtXqXeqtLKmFRyCVpNHusVJr86GCdGx5YZaUVjXzrqsJLd+Z57QVFpovJ6DxaQCBENOJ+DIoCo8U0uUyCxdUG3a5LKKJyHVVR+Mytc+wv93jbVVt4+c4Coe9hGDqeF5BJxSjkk+jaxuX9Sc58hBA8vH/phM3cQggWVxtYhk6pkDruZ/0gZHauzLbpIq2OTbNtb6gwCadZnPzoRz/K17/+dW666SYSifXK7Om8OlZrdKk1OmyZLNDqONSbXVJJi9Vyc2g9t0wdQbRgHymu3+kFYSRSNpq9fuOtfsJqdYlEIjldhGHIQ/uX8P2QmKkNx210TWWt5ZAwNBpuyGd+dIRrdxe4YktmmL1lGlq/5TBaaCXjJqqqUmt0ouyhx6FpKgrRQWnw83t3T27Ycz3XkeKkRCI52/D9gIWVGrVGDyEER2o2PzpY56eHG7xwa4ZHljusdbzh7cfSJtO5GLtHErxid4HP37VMzFA5bzTJjlJ8eHw7GYoSiZAo0ai2qqonXFA9/iuDRZAQ4rjbK4rC+TvHn/6Tl5yQMylz8ugIt83kWPZZjds2Wj3WKi1KhRTZdBwBrFVatDs28ZiJ5wdMjmZZXmsiECgo/OCxMv/P7XOcN5bi/a87n7G0xeHFCnq/4VpVFUaLaWqNLq7r4/adeYeqDv/00wXm61Fx1EjK5C2XjXHN3tF+RvlRp5+uaXQcj288WOaH+6v83MWj/NILZmh2bHwvIJdNUCqkqNajc0dNVQiCkInRHIn46R0/DoKQlXIT2/H6rd6C8ZEnF0Nbnaj89mQO1zv2r3Fkqc7ukRg/3F/jhdvyZJMmybhJLpsgbhl0ui7lWhtNU8ll4lTrXTRN4acHq3zl7iX2rXWByGn64u05fu6iEcYzseHvBcBxfASCY1WWeL+1u9tz6dpeFCFBFGvxrUfKeAF8+t9dSbU/ch6PGThegGXqjBbTcppT8qQIIdg/u4quayds5l4pN0HA2Mjx+9fBqPdIIY3r+ZsiTMJpFCc/9rGP8bnPfY4bb7yRXC533PdP99Wxru2yuFxnajyH6wVU6x22ThXw/ZDltQbNdrTTjl5wgaqqjBTSFPNHd2R+ELK0GomUgya20ZJcOEokktOLbbs8cnAFiBZboQBFETy83OWW/VUeWu7w718yzd7x1HBBpSj0r8QeHd0WIsr2clx/3f2rigLK0SBvAFWFmGWgqSqJmMmELMTZMJ5LCzKJRCJ5uoRC4DgejuvT6TiUa+2omM0NiJsatx+q84V7VkjHNFZb7jDLzdJVLp1KcaRqU+v5XDCW5EXbc1w6lT7h42jqemcjAMdkuoljrJNK3wmpqSqqFl2s01QFXYtck4auYhg6hqFh6trw/kIBIhT9DLkow17y7Hjve9/LV7/6VZaXlymVSqRSqePivuC5cyzs2S6LKw2y6fi6deHTxXE9FlcaxCyDsVIaVVXp9lwWV+sUsgk6PRdD14nHdFYrLQxdY/9qh92jKe46UmOsmOaFO0scWazS7bn992JUOBOEAteLssKDIKTW8fjy/av8+EANgKSpcf2FJV5zwQiJeBTlE/jRZ0RTVcIwJBTwiVsOk7B0PnD9BSi+T6PZJWYZTIxmqNS7aFpk6Gm1bUaKaTKp2IaKFY4b5W6qSrTNuqExXso8oWFICEG52qbZPrmwPL/a4KNfe5DHVru8bu8Ib7hsglQ8akBPxMz+1CSUax1c1ydmGXS6DuMjGW59dIXP/WSeh1c6QHTefdX2HL/wvEnylhrtd/rRErbj9SMmoov/qqqQTsbwg4DAF7i+PzwX98KQpGXwVz+c44rtRV5zQQnHdknEzf7vWmW0mJbFvZKTcni+gu167Nk+dtzntFxr4zg+k2PZE36GV8tNlH5/S2uThEk4TeLkxz/+cf7X//pf3HjjjeTz+RPeZiMOQL4fcGSxSj6bjNxG1RZbp4poWrSDq9Y7VOrRjiUMQoL+yU0qYTExmhtWqnt+EDkpWz1UVWHLZOGE4aESiUTybFlaqbHSby5VFGg7AXFD5b7FNl+8Z5mX7czz4u05Upbed0YyDEO3TB1d1xD9heKxOTh9PZJjo3E0VcE0NISiEHlNIjd5MX/igGTJ6eG5siCTSCSSJyIMBZ7vR420PRfbjsZII0EvcmSFQvDoSocfH6pz30KLn7uwxB2Hm8wfkyVZTOroqsqrzyvykh05Hlhqc/5Ycp07UtdVLENHVZV17dmGrkWCoqFj6BqWqR83aitEJNw4jo/t+jiuh+dF466qqmAaOrquoihRtInr+esiTgxDwzINLFMnm5bHwo1is4+FQoihW29qLI9hPLOJuTA8ej+TYzksUycUgpW1KBtxfCTD4kqdXCZOq+Pguj61nsdn71zkocUWn3rnFWwdy1Ctd1heaxKLGYShGDrtQiFIxAz8IMT1Ar7/aJkv3btK143GsF++K88bLx5lupQiFjNZXmtEF6/VqMBmseHw49kGv/Gy7bhBSDZhslxuAoLRYppOzyNuGWTTcVYrLeIxk9FSOrqwvUm0OjYra02SCYtOzyGbilN6kvJazwtYWKljmTpjpcxxjdh+EHLzPUf43B0LbC/F+cXLJxkbzaJrKvVGF9vxSCYs0qk4rbZNqxMZm2KWzvhIhu/fO8/n71jggaWj5+wv3VHgV140gxEG0C+gVFUFx/FQVQXPj/YzmqYyPZ6lZ/vUGp3h1wEWGw7feHCN/eUuv/6KXVx7XpFao0s6GcNxPUIhjpv6lEiW1xpU6h0u2Dlx3Hu91ujS6tjMTORP+Jlpdxwq9TappEW742yaMAmnQZycn59nZmaGHTt2kE5HVz4ty+InP/nJuttt1AFICMHiSh1FUfqZHC22TheHWR2DlrBytdWvsgXb8Ybj3/lsgmI+hWXquJ7PkcUqna6LZUYBwOnkxl5BkkgkZyeDjBC3v4A6XLP5wf4aP5tr8sFXbmUqGwMlcj0OXJKDwP6YZeD7IUEYrnNDPp5BSykC/DDANHQsUycRi8a+XS9ayGWSFqXCiZ0rklPPZi/IJBKJZIAQAsf16dkejuvhOH1xLwiHAp6iKP0cRxXP9QkEdN2AhKnxtftXuX22QSGhs9Cw6XnRMcnQFM4fTbJvrcuWQowXb8tx6XSaeF8AUogusMVjJjHLwLIi8XHolOxnInt+iOf7eF6A6wU4rj/MUx6IinHLIB4zTuiu8vyAnu3Rs11s2yMIQ1RV6Td6W8QsgyAIcVwfLwgoZJMb88JLNvVYaDseC8t1CrkEucwz7xrodB2WVhuUCilymSjSbOCWLOVTxGMmc4tVcpk4a9U2qqIw23D47zfs49UXjvF/vvZ8NAXmlqp4XkAqaeG6Pj3HQ1UUcpkE8ZjBWrXFfM3m72+b40C5B8CWfIxfff4E509k2DZd4MBcGdcNhhenhaLw7YfLfPvhMm+4eIy3vGCaZqtHEISYpoamaqRTMYq5JNVGl3bHZnIs95xx6oVCsFZu0e5F3RGtts1oMU3mSS4g1JtdytU24yOZExbsVOsdFlcaVDoOf/a9Wd72wine+uKdaJpKp+tQa3Tx/IB0KoYIodroEIYh0+MFUkmT7/xsli/dtcR9i5FIqasKrzyvyNteOEPoRdEVmqaiqQqO66NpCq531Ek5PZ7HNDQWVur07Oj2CjBX71FzBG99yU5+Nltja86g13XJpmM4blT0NVbKnPYRe8lzn1qjy8JyjfN2jGE8bvy/2e71J4iLJ9yveX7A4fkKuUyCru2eVMDcKE57Ic7J2OgDULXeodHqUSqkWCk32TpVxHjcSYvteKxVW3heQCxm0Ok4UROuAqahk0nHyWcTUTP4XAUhBGY/B0K2akkkkmdKt+vw2OzqcATu5n1Vbni4zIu25Xj5zjyF5PoTw5ilo/bHRZ5Ai0RVoqBzTVXRtX5OkRKdHGXSMYIgcrromkoibkYtjJZ53BU3yelFipMSiWQzEELguj7trkPXdodlDpqqRMVpboAIQzRNJR4zSSUt4pZBt+uwVG7i+YJ7F1vcerDG4arNr75ggh/sq/Lwanf4GGlLw9JV3nbFOLtHktS6HuOZyPETs3SymSjnTQgROcFcH9cLcL2j446apg4dlMcenRRFQdfVoYtSUUGEg9I3jyAIURSFeMwgETNJJKyhOeFYgiCka7t0ug49O3ImxUydZMIaCkyS089mHAuFEKxV23S6DlPjuWec6xeEIcurDYJQMDmWi865hGCl3MJ2PKbHc3h+wPxSDV3X6PRcyr2QpKGQTVr4us75k1lW1ho0Wr1hmaHr+vh+SD6XZGwkw8pqg3bX5dsPr/HFu5fxQ0FMV3njxSO8YneBLeN5Gu0erU7kVI7HDQjB9X1+Mtfm9kN13vGCCSaysWjkWI2iD0aLafLZJJ7vM78UuToLuWc+0n46cVyfxZU6pqmDAM/3mRx74t9dEITD0tzJsdxxbmvX8zmyUOHOQzU+f3eUd/vB6y/g8p1ROWQYhjRaPerN3nBsu9boEDMNtk2XAMENdxzii3cv82h//2fpKq+7cISff94Eoecjwsi5rWsarrdepNR1lUI2STYVZ3GtTqfrrtu+T986z5GazbtevoOXbs/R6TrksvGobT0IGStlnlUuquTMpdNzOHhkjV1bRok/TqjudJ1+83bphGs7IQSH5srEYya+HzC9ycIknEPiJBy9mjVSTLNWabFlqnDCHZnvB5RrHdpdm0wqRhAIKvU2IgTLjLJq0qk4vh9QqbcxdR1FUxjJp8llpEgpkUieOgcOr/LjfWVuPVjn4ZUOH3n9Lsz+FVbtmAOJYWhYhja8WvpE6HokSKqKgqqpmH1niuf52I5PNh0nm46TiJuy6Os5gBQnJRLJRjBwRbY6Np2uSxCEWFbknrcdj0a7h+8HaKpKMm72XUaCTs+j03Wi0g0RNW4nTY2/uXWe1ZbLSMpgttqj2o3yjRVgWzFOteuRNDVetafI87dkMHUVRYEtkwXyT9GRGIaCnu3S7UWj5EEQYhoaqWSMZNwEBVwv6DspI0floLEYouOhqkRCkecFhAgsUyeVsEgmrBOuAwavk+14UpzcQDb6WOi4PgvLNTLpOMVnIcQNRo5HSxkyqciZ53o+80s1spnEMF9yYbmO5/n4wJfvXeFH+6t8+E0X8fK943R7DgsrdcJQELN02h0X3w+IWQY7tpbwvJC5xSpLTYf/+eMj7O+Xslw0keLtL5igmDSxTAPb9QhDQTJuEoYC3w/414fWeN3zZpjJx1lcrSPCEFVR8cOQkUKasZEMCkeNPNMT+ed8+YoQgkarR7naJp9J0Gj3SCVjjDzJqHe767C82mCslCGdWu+ijITqFquVNjc/VmHPeIrtIymsZJwtpaPNxq7nD8dkw1BgOy75TJKJsRydjs0NPzvMl+9d5XAtGgNPWTpvvHSMa/cUEWE4jJeI8kIFKALfj/ZXccvAMDQyqTiVeouefTQzft9ah399qMIF0zk++HMXsFZp0em5FHJJ2m2bIBR9kfK54XSVnH5c1+fRQyvMTBTIZdY7iAfZudumi8eJ8QMWlmsEgUBRYXp884VJOMPFycHJw2C0cdDBd8xfUYhGIAdXXD0/YG6xSj6boFrvMjNZwDJPvAMOhaDeb/5OxE2ScYvVSotuzyEWM9F1FREKHM8HEbkrBYKSFCklEsmTsFxtsbxc53M/W+KxtS4v2Z7jhVuzpGPr90eGrqKoKr4fnHRkW9MUwv4VWUPTMEw9ypcMBbqukohbJOMmlXqHTCq2brEVnVh59BwPu1+ek0nF5Fj3BiLFSYlEcroIw5B2x6HZtnFcH8vSSSdj6Frk/Gm27XUipRDgeJFbKxQictgHIT0v4M4jTW49WCcQgne/ZJqbHqlw2+EGdt/9EzcUprIx3nzpGLmEwULd5qKJ1NDxuHW6eErEPrcvsLa7Dr4fErMMMukYqYS17txbCIHnR6Pfg/F0x/UJQhGJlyJq0431W3TTqfgJnZWSjWEjj4X1ZpdKrcP0RP6k68AnIwwFS6sNQhEyOXrUjTe87/EclmXQaHaZX64RhhBLWrz/f9/HpVty/O7rLySfNFhaa2Lbbt/pq9K1HRRFYWosSyGXYq3SYq3W5uZ9Vf75zkXcIHJLvvXyMV68PYeqKqTiFq1u5JbMZ5N0ug7Vrsvf/HgeRVV5/7U70P3+yLCiYJo627eUMDQN3w+YX66RiJmMFNNn1Po1CCNHZBiExOMmjVaPiZEsycTJ8xiDMGRppQHAxFgWTV3/mbcdj8MLFfwg5LGVDp+4eZY3XTHNu6/dTfyY94oQ0YWTtWqbZquHoijkcwlGi2mW1xrceP8yX71/leVm5IIcz8b4lRdOc9FYPIrI6EdVKCj9Zm8RCUUK5DNxXC/ENHUaze4wQ14IgeOHTIxk+cvvHeRtV21hMqXj+wGFXJJ6v8R3fCT7jN/XkjMDPwh59MAyI4XUcYXNjuszt1hl23TxpCaUWqNDpdYhZhlMjeeeM5/7M16cXFxpMKjmGz4RMfifGLb4iX7ZzeDneo6Hpqr4fkg8ZkRZEAO3Uv/vuqaiaxq6rg4bv1VVoZBL0GjZ1BtdNFUhmbDo2h6e56Nr0XhJKEVKiUTyOFabNt+9f4lv3DVPs+fxX6/fhR8KDE1Zt5/QVLAsE8f1hmU3j2cQbI4YnGhGeUGWpZNMmKTiFqapD+93tdzEC0JSCSvK2nKiq+uKohCzDGL9jC7rmJ+RbAxSnJRIJKeSaATRptHqRkWPydjQ0bVWbdFo9hAIDF0bFjYMxkh7/RzGoJ9j3HEDUpbOR759kHRMY1cpwZG6zb0LLQYriJGkQSllMlvtcf5YkjdfOsZI6uh42cRoltHTJHoIEV1ga7YisVLXVbLpOOlU7DjR4ViCIIyyJ51onNt2fPwgQFUU4jGTQjZJOmWhPsF9SE4tG3EsDMN+F4GqMDGafcYlL7bjMb9co5Q/mi0ZhiELy3U0TWW8f9+LKzXWqm2EqnG42uOFO0u0A9g9kR26+CxTx3Y9uj0XVY2mXWYmIvPMkcUqK/Uuf3/7AvfONwE4fyzJO14wyWjGIh4zsF0f3w+iz7OuRU3QQuH3vvwI1182yTU7MwRe0I8rMMhm4oyVMiiKMtyGyfEciTN4LHjwPAq5SJgd/H6faB/QbNuslptMjB4vZoahYG6pGl3YcQL+8fY55uoOn/o/XsBMMXXcfQVByMJyjUZfpMykYhTzSWbna9z82Bpff2CNei9yQV44neX/eMlW8oY4muPbP6dXFQU/CBEiMieMFtO0Og6eF9BzBuIy+IHg9sMN/vWBNXaNp/nNa3eTVAJUVSGfSVCutTF0jbEnaTaXnJmEYcijB1dIJSxmJgvrvud5AYcXKiedEIbIVTk7XyGdtJh6jjgmB5zR4uSzYdDI5rg+rusPc0b8IDoZG1wp9vwQ349GRIIgJAyjZrQwFMRjJpoGnW60s4hZOrbjgwIijMZGBIKRQkaKlBLJcwDRd4H4/c93EIbDxdVgV6ipUbbVIOPK0LVn9dlt9jxWGja7xlK85+9+iipCXrA1y4Xj65tJISoDePx2HUsUaq4ML7wIIJUwKebTpJLWMEc3DMNh4H/PiU54fT8knbSIxUyM/th3OHCVOH60L/R8/CAkYens3Db2jJ+z5Omx2cdDiURy5hMKQbPVo9EvuMik4+TScfwgpFxrD7+uKgqWqZNOxTAMDcfxI/dkGCLCKPexafvceqjOrQfrbC3EeNeVU9xxuMEt+2scqvaGj7l7JMG1ewpYhsrthxpct7c0zJMEyGXibJksbKjA53o+zZZNs91D7RdbppOxp5SlPBA6a40urbaNH4ZcuHtyA7ZaAqf/WDgQFEcLT16icjKEEJRrbVodh5nxo43ejusxt1RjrBiNCwdByIHDq/Qcn8cqNn/7o8Ncs3eM//jGi/rN3Y3+ejIcxhXkMwk8P2BmskAQCA4vVHhgsclnfjRH0/YxNIV/c+kYrzq/hGFE5YaOF/Qb6DU8LwRV4YHFFtdfvoXVRo9uqxOJkpaBpiqMFDNk0/HhCHOv5zE9kT/p2OeZRBgKltcaeH5ANhWnXGufcHz7WPwgZHE5ygEdH8mesOV4YaVGOhHjZ4cqnD+WwjUsCpkYW4rHR1M4rs/h+TL0893jlkEyYbJUbnHDg2t8++Eybt90cO2F47zjRTOEjoPvB8Nc+Gjq6WgeZTJuMjGapdro0Gj2CMLIXYkAxw/54aE6U/k4r710ioYdEDoO8ZhJMm6yVo0amEcKKXmh5SxBCMG+2VU0VWXHltK6NarvB8wuVJgez5+0yMoPAh47uEImFXvKwuRKuUk2Hd+QcqwzWpwUQlCutslm4s84GyOy3rcRQjAxliMZP7kN/Fg8z2e12qbVtrFMLcrg6TmIUAwdnLquEfghuqGhKQqjpTNLpBRCEPYdp4O3yWDbFSXKwztTnovkuYPoO5mFiK4UKnBK30dCCFwvahq1nf4IV//KJIqCripomoauqaja8QH7YSgIQkEYRiKh54cMlEJVVYlZR9tETePEwqUfhNz04DLfe3CFnxwo88rzR3jj3iJCiBPeftC+/Xg0FYabDsNSAsf10DSVXVtHgagJst1z6HSd/vh3VIaDAkEoov2QrvZfH4ZO8oHIOdgIVYmeYyYdY2aicNz2SE4PUpyUSCTPFNvxqNTa9ByPbCoeNQ2rCtV6m0qtg+cHKEAiblLMp4jHDGqNLrVGt++eZ5hN5wQCVYH//I197BlJ8vwtGVZaDrfsr1PtX4jXVYXLp9NYusqdc01+8yUznDe2fpEejxlsny5FhRWbiOcH1Jtdmm0bQ9coZBMkHzf6LXnucDqPhdV6h3qzy8xEYSgoPl38IGR+qUoibq3LNhxkH85MRlmNjVaPucUqQgi+cv8aP52t8/tvuogX7R7pt4LXSKdirFVaBIFA06I1YrvjsGWqQL3RZXGtyZfvWeaGB9cQwGTG4jdftoWtpUQ/PzXKLkzGTbwgMtK4isZ/v+ExpotJ/v1LpoalrsVcim7PZWo8RzxmEgQhc0tVknGL0pNkNJ6JDNrR8/32YWDd2P2JGOgBUycQdRzX4+CRcnQObul8/e4l/uWeZd565Rbe9fKdxMz17ychonF/z/cxDJ1qrdN/bEGl4/Llu1e49VAdARiawluv3Mq/uWKKeq1JEIj+WiE6X1fVyEkJUMwlGB/JsVJpUKl2EETrB4jWCO1Q5fe//BCv3jvKv33xVlzHJZeOo2kqlVqHQi5JPvvMm+glm48QgoNH1ggCwe7to+t+l0EQMjtfYXIse9JyJCEEjxxYJpkwmZkoPOl7QQjB8loTRWHotj7dnPHiZKttU2t2CYIwKnnIxNG1p3fQ6douC8s1hIDJ0Ww/APypb0O9GVW0xyyDVMKi2mjjulHGzbFZl4MszGw6TjGfIhE3n9BufjoJQzHM3nEcH9eP8oUe/3ZQ1UFDYv8LfS1DiEjAebyiYhgahq5jGhoxy8Cy9E17jpKNJwxD7H6uk91344VhuO42iqIMHYCDyIVjGYy0xGPGcNz4iXaGfhDQ6bq0O1GeFoBp6sOftwwdTVNPyQ41CMJj8hk9XC96vETcxEfhZ4cbbB1Jcf54mt/73N3sKsW4ZCJFJvbUF2iWqREKhq2puqZSyCWwTINGq0e7Y6+PsOi/lkq/QEfXNQxdw9BVgiCk0bb7fxfDEG5D14gf08wdCboBrusThKHMnNxgpDgpkUieDmEYUmt0qTd7mKZGMZciZum02g4rlSaO4yGIRMLxkSyJuEmt3qFc6+AHAYamIoiOMx3H57bZBj/YX+OiyRT/5tIxVpoOPzxY44cH6jh+dAxPWxov35VnezHO392+wPljKV5/4QiT2aMX9TVVYceWkSfMe9ssHNenWu/Q6TlkUjEK2aQcd3yOcTqOhWEoWFipoWsa4yPPfHHd7bksrtSZHMuS6BtZBiJU2G+AHoz2drouj660uWQmi7BiTOaTJCwtclz2z8mq9S6qppJOWCQTJj3HZ3o8x/xyndmVBn/9wzkOVSKX8st35nnni2YwDY1eL8qjHFys7nQdNE1loe3x32/YxxsvneDl29NomoaqwEghTbNjs3WygK5rkXt0qXbCUeazicGE5KDUqlxtM1pKk0md3DE7LDFKH99ULoTgyEKFVr/V/b4Da3z2ziUaTsA/vecl6wosB7TaNiuVJpOjWbq2y0q5FV0QAg5Xe/zL3cs8vNIBIJswePc1u3j57gJr5WZkLOg73Qe2JyEiEXJqPE8uE+fwQmXYyj7Y1Ibtc8MjNe44VOU/vHonl23J0bU9xoppbNen0eoN3b2SM4voPVila7vs2TG2Tl8JwkiYnBjJDPdPJ2Lf7AqaqrJ9pvSUhMml1QaapjJW2ri1yRktTh5LEIY0Wzb1ZtRelsskyKZjT2phHji4XM/nyGKVIAgZKaZJPW6HHb1Koi+s9Et2jvm7oih0ey7lahsBZNMxmm2bbs9FCIGua2iqgu36iFAQhCGGoWHqGoYRObESMZNE3DjltusgDOn1XLq2S7fnEYYhSn+sxzJ1rL4D7NmOrw6Cx6PGxKDvWoty7VAU4pZBIm6SiJvD8VPJmY3j+rS7Dt2eg+tGoyWRoKhjmVF+4dMdFQmCMHI+9gVAu5+xEo+ZpBIW8bhBz/ZotnrYjo+mqcPWzZi18XmJ+5db/Om/PsTDi03OH0vyqvOKnDeaOKET8mSoCpyk6+aEGLqKoeuomhKNgAhBGIgoZ6ifVSP6ZzGDz7muqf1yg6MPpOva8PumoWOa+vAES15Z3TikOCmRSJ4KrudTqbXp9lxy2ST5TBw/ECyt1mm2bRACTVMp5VOUCpFbammtgeP46LqKYWj0bA8RCrwgpO0EfOib+9lVSvDyXXkKCYObHq3w0yONoWt/MmPx8l05Om7IheMppnIWKy2X6dzRxa0CTI/nKOSf+y4sIQTNth3lyCsKhXzyuCIdyeZwqo+Fruczt1ijVEiRfRZj3JVah1bHZmYyPzTAHFuwms8mqTW6lKstml2Xf75rifsX23z6313JllISzw+YX6phGhqNVg8/CDF1jUIuSRCGgEIxn+DA4TL3zTX4m9vmaTsBCUPl7S+Y5Jq9YwRBSLvrRJmC2QS27dGzPfK5BJ4fUu167F9uculUBl2POhWKuSRd22PLZB5VVWm1bVYrTbZMFp+xe/RMo2e7LKzUKWST9GyXMIyE5JOtTYQQrJZb2K7H1Hj+uIKsSr3D4nKNqfE8nZ7DgcUGl+4c5YcHarxkzwjF9Hr9YPC7TyUtirnofbJabuEFAQqCe+ZbfPHelWFpzq6xFL/zuvOZSkcOXM8L8INwKD4O1ha6prJtuoiqqszOVXD9yCwx2ItV3JALt5ZYWGvx6FKTF26LnvNoKUO90cVxfSZHs1gbMKYrOTUsrNRoNHvs2T627sJaGApm58uMFjOkkicWJoUQzM5X8DyfPTvGn/BxImd2wNxyDQTYfsBNj5T5jWv3nNSReSo5o8VJPwx5dP8ypUKKUj7Vz4gMcFyPZtuha7uoStSifbKxSYgW4aoatWV1eg5+EJCMWyedqx+4vQYCwLFlO4Pvu/02QEPXhtsVs3RAicQDopFN14tyMbLpOK4X0LXdfmCxTrIvuDxdIS8Mw8hJ1rXp2h6qokSiYMwkHjc3pYkwFALbjrLvuj0Hrz9mmk7GSCWtZzyWL9lYgn7rZ6tt47gepqmTSsRIxk2Mk4w4nwo8P6BSbdFo2Xh+gK5r5LMJivnk03ZKD4jcv+G6DMpBhIEQ6z/ngwsQQRDyyHKbOw5VuXO2xn+8/nwMQn56oMLe8SQJUztpo/bTwTBUTD0qthm0aU+MZFmttvv7Kug6HkG/wTsakQdVUUGJ7M1+EKIqKpqmDDN01u+3juZsDt2X/dHudCrGtBzr3jCkOCmRSJ6ITteh3I8gKuXTJOIG1XqXtWoL3w/QNQ3DjDLTLENjpdKi3uyiKgqppEXP9nAcD1SVnxyq8b3Hqjx/JsO15xVp9DzW2h7feaTMfYvt4WPuHknwyj151loe3320wrZinF+4ZIzJrLXuglohn2TmORao/1RxvchN2e465DORyPRUsiklp4dTeSxsdWxWyk1mJvJY5jMTYIIwZH6pRswy1hU6DVyUU+N5DF1lYbkOChxYavCXNx9mz2SW//zzF5FLmrQ79tB95LhRrrdlaIyNZGm0esSsqO9gZa3Jdx+p8OX7VxECtuRj/PuXTLNtNI3nBdiuj6YqbJspMr9Ux/MCRkez/NevPMjWQpzr9paYGstSa3SjzMV0nCAUTI1FLbzlaotOz2VmIn/OZQ+uy6LMJChXWoyPZo8zIh1Lp+uwtNo44e16jseB2VWy6Tj5bJzZ+Sqfv2eF2w/Ved+r9/CGy6eOc12uVdt0ew7T41G+Z7nWZrXcRIhojXPz/hpff2CVrhtdFbr2wjF+85pdCM+Nfv+Oh+dHE1X9uEkgcsdvmy5Srka5wm5/6mr4PBSdP//OfjKWxi8+b5wdIwlSCYt8NslqpYlp6IyVMmdF5ujZzPJag0qtw86tI+v0qVAIDs9XKOVTJ3XDCiGYW6zS6bmct3P8uBIwPwjpdB26vaNlqa7nE4+ZxBMW7/77n3H59gL/8Q17iW3ARY0zWpwUQrD/8Cq2Hb2QlmWQScUil5AeZcpFY409HMcjm06QzyaecIxDCMFqpUWl1mZ8JEMhd3wj11MlCEMqtTaNZg/L0ul0XTw/IJ2w8IOQnuMNm7mCUAybvxNxE6Xf1uW6PmEoMAyNdNIilYydUKz0/IBmq0ezbSOEIJWIbhuPPfFI7GbieQGtrk2730JmGhqJmIlhDgTdKEPF74tGoTh+jPzxqKqCqkZlH5qmRCfsfVeoYUTviefq6/FcZeBKbrS6hALSSYtMKtYX/U/fazloGx24obPpOJlULGoi9AMa/eB/Xdco5pLDz80APwhxHA/H8/tu3uj/Q2Guf7toxByOvSwZRtkFoCjUux5Hqj0unkrzuTsWuHuuyUUTKfaOJ9k1kjiu1OapoCrR+JvXdzGqAwe2qhAzDQQQBAGOGwy3LzxGKI02Vxm+zw1dRzum8btru4hQrNvXKUqUWRk1s/azJ/v5mt4w1iHaBybiJju2jDzt5yVZz/vf/36+9rWvcfjwYe6//34uuuiiE95OipMSieTxCCFodWzK1TaWaUTZcMDSWoNm20bXVHRNxTJ1RoppXC9guV+ykYyb6LpGs91DQQFFsFC1+fj3Z8nEdK7dU+Cy6TSPrHT59sNlDvbHRxXgsuk01+zOM5OP03UDPvezZa6/cITtxfg6UTIeM9i5ZeSsGI0OQ0Gt2aXW6Axz+OSEz8ZzqtaGa9UWPbtf9PIMhTjH8ZhbrkWFKsfEfUV5rR22TBXodF3WKi10Q+PIapORTIyFLlx7UeRMWllr0uzYgMD3w/76RGFqIs/KWtS83es5NHoe/3THEj+bi7724u05fvX5EyTjBkEY4nshsZjB9ukijx5cQdNUYukE//Fz9zKetnjvK7eza6bE7HyFIAxJxE1MQ2e0GMXzLKzU0fujmefyGmggOJYKqX4OrcrYyMkb24MgZH65hmXqx712QRCw//AaANuni8wt13lgrs5n71rhmr1j/Ptrdx93fwNRezBSH4YhS2tNKtUW8ZjJaqPLV+9b44cHo6g5S1d5+0u382+umKJWb6NrKu2uM4x9OpZcJoqMW1qp44chrnvsbQQPVDz+6dbD/NkvXYoWeoRBSCmfIhYzWK20yGcSx42yS54brFWarFbabJ8prhvZHox557KJkzrDhRDML9VpdXrs3j6G0V9Dt7sO7a6D4/ho2lH9yTINFpZqmDGDci/k4pkcjy41OW9CjnU/bRzXY2G5Ttd2ScRMxkezJI6xngohaLR61BpdFEWhkIva+072IWy0uswv1RkppBh9lnP2gxGSSq0djX/bLqqiDK/CLZebiDDEMnVs10dVFOIxA9M08Ict4UfLaSBqBk8lY4RDm786FG+ey1c/BqPfPbs/sut6QycpAkIR4vshuqaSSsbIpCMRTFWV4Rj9E933IAtz0Hjs++Fw1NzzA/zBVSclarazrGj0OB7bHEfpcxUhBO2OQ7XRWdf6eboXIUIIOl2HSr2D7wdDxy991+LA6Tj4HAys573+FUVVVUGE/fdJlME4qLSLHNLRYs7QNXRdHV7EGDRzRyexgiCET9+0j58crLLcsLl4Ks1vvXQGxwvQFKXvEqXvuHzmu1BT17BMja7jR8I5kQgZhNFzVFV1mBMZhiISZzWVsO+MPLaoxzQiAd7zorzbybEMQRBlSTpulP85eP+rqoJlGpimFo1zG/pJy30kz5wf/OAH7Nixg5e+9KV84xvfkOKkRCJ5Ugbnq5Vah2QiKrHp9hxW1lp9N4NBKATxmEkpl6Ta7A4LF3KZROSAsF0MXeVwuctNj1W5dCrF3rEUs9UeM7kYd8xFLq2lZpRXpqsKV27Lcs2uAvvLXW54uMz1e0tcveuog15VicrWVIWdz9FcyWfL4NynXIuEgNFiWo49biCn4ljY6tj0bG9dYc3T3o62zVqlNSy4gaPFEEEYMl7KsLjaQFXg0GqbT94yy46RJP/tbZcPewZm5ysEfkAqaVFr9kglLMJQMDaS4chCBbU/0Xek2uVTP55nqeGgqQq/fMU4V+/Kg6Ji6ho9x2O0mCaTinHg8BrpVIx0MsZHv/4QpaTJ+647n0wy+t7AzDLITAzDkCOL1b7D7/hm6XORIAxZWm2AiPLia43OCUtwBggh+vm+XWYmC+suWgghOLJUpd12mJnM4/shhxerJFMJxkcyfP2ued565VYM/ZhswCBkbqlGIm4wUkgf834pYzseccvkkcUG/3zXMvvWInPGeDbGe1+9hytmMlRqbWIxg1bbPs4lqQCjpTRBILDdaJ0tOBrnZBg65+8Y5Yt3zLNQ6fCKHVlMTWFiNEMYRsedsVL2pKPBko1n4LCdnsivy0sVQjC3VCOdjJHPJk74s9FtqnS6DqPFDK7n0+156JpKMmmRSlhY5lGjURiGHF6ostj2+fPvPMbFM3k+/OaLN+R5HstZI04OcD2fpdUGna6DrmuMlTJkUutFSM8LqNY7tLp2FIqdO/FoaM92OXikTC4TZ2o8f0q2r9tzWa00I7enEGiqykgxjWlqLCzXcfsOwjCMcoNMIwo6TyUtgjAq46g1urTa9rC9S1UUYrHINZpJxde90TYb3w/o9Fw6XWeYHWjo/bKTmEnM0k/42nte5Ixrtntomko+mySdPHWZQIPRe8f1sfvZhn4YDoXhRMwkkbDOSsEyDMNh+Yk7cBT6QdRQ3Y8g8INwKOKdbMRJ639/4EyN9YXep/o78v1INLNdj17Pi64G+gGaGgnHpqGvEw81Te27jI+W7riuj4Bh7mLgh/hhiGVEI9GRSzCyHoahwA/CoXtyQCDgkaUW9y80eXCxxfkTKd754q3c8liZfFxnKm2iKUTN3hC1d28AUYv5oICKaDxbUYcj5kpfdF1fUhUS9psfIyE2KsYx+nmSpq6iampUdDXIzlUH49z9DN3T0KB+rrNt2zYpTkokkidkULBYqbdJJ2PkMnGq/VZthCCdjA1HrbLpGCtrLTo9h0TCJBmzqDa6BIGPoqos1mw+d9cSs5UeL96R45W7i8RNlR8dqHPTYxXqvSifLGaoXL0zzyv3FBDAf//uIUopkzdcNMKe0UjMMA0V14uOe9PjuXOmLK1nu9QaXSZGs/J4uEFs9rFwMH7bs9ePPwdhyNxilXQyhmUaLK81KOQSfOG2Wf75rmXeeOk477tuL7qm0mj2mF+uEY8ZxGMGlVqHfCaB7UVj2e2OQypl0WrbPLTU5tM/mqPrheQTBr/10hm2l+IIAaah4bg+Wybz2I7PaqVFIZvktv1lprMmY/kk26aKqKrCwSNlgiCKPCrmo3xNPwg4vFBltJCW5ScnoNWOxv5LhRS1RpdU4ombywdFQmMj6520AKuVFuVam1w6Timf5MCRMvWez/9zxxLNnsd/+vkLuWg6N7y9EIJyrU2n6zA9URiuNZutHnNLNXRNwQ9DfnKwzr/cs0K1G62fL9uS43euO5+sEblADUOn07Vx3PUipaapjBRTtFo2iqLguD6i794F8DSNL92zyj2Ha/zbF23hkrHIFT85lqPddQiCkInRrIxc22Qq9TYra00mRrPrLi4IIVhYrhOPGxRPMuHruj6zCxVc1x9esMik4iedqA2CkMMLFb63v8YX7pjnt193Pq+7ZGJTjn1nnTg5wPMClsuRSKkoCqVCmnw2sc66fWwo9iBAPBFfH/Tp+QH7Dq2SiBlsmymd2u1bawybFhWgWEiRjJssrNSxbX8oCsUsYyjahEKQyyTIZ46Op3tBQL3RpdHsRW3FShSUm4ybQ5vuqR7BDcJI5PH9ED8YuBJDPC8S/Nx+Fp6qKGha1Cr3VEYrBkKTrkUiiq6pCASO4+M4XuQUKKSJx07PlewgDIfZmJ2eQxAIrGH+p3nG7ag9L6DTcyKnaj9GYFCGZPQFQENX8byAWrOLgkIhlyT1JELwQAgbOFIHeSiDtmxNVUn033+WqeO4Hl3bo2e7w3GEgdhouz4KUMglyWcTx+W0uK5Pq+vQ7l8lVFVlOJJt6CqJuEXcMojFDAxdO7rAq7XJZRMUc8moldT16fQcFtfa3D9f59GVDtfsydNxAv7+9kXOG01w3liS3SOJDcnUeKYMsmYGjedqv6VbURW8/jjfYPZ7kIcrhBhmaA7L0xVADEq++oJnFD5JOhVjcjS3OU/wLOSpipO33HILqVSKiYkJJiYmNngrJRLJZjA4F12rtsik4qQSJuVah27XASUqeOz2XExDIxYzWKu0CcKQXCaB6LtdUMB1A26fbbBzJE7S1LjjSJMXbcvih4Lv76vy/ceqdPsiYzamc+15BV68Pce9Cy2Sls6lk5GzclshPjxPGBzT85k4W6aKUqSTnFY2U5wMQ8H8co1YPyZh8F4fFKaOFTP9kVofXdeo1Nr8bLHLTD7GKy+bAeDwQpV2x2Z6vECt2aHXn+br2h7xmIHr+cOL3N/bV+GzdywSiijf9b1XbyVpqFEGuBJNy2ybLrJSbtLtRffz9ftWuOHBVf7oFy/m+bvHADg0V8ZxPQxdY7Tfwux6PkcWqkyO5Y5b10qOEgQhCyt1NFXBMHTaHZuZicJJy4KCMGRhuY5paMeNeTdaPZbXGuiaysxEgdVqi0q9wyNVj7/9wUH+6p0vYM/jRmO7PYfFlca6BvhBzmm35wAKPcfnhofW+PbDZdxAoChw3cXjvPuVu3C6dtTkLcBxoiJRYNizYRqRcURRwHb8YXlm0F8INIXG9x4p8wdvuoiVaptarYWuqoyORKU5ibjFaDEtc3g3gWqjw8pak9FimmL+qAAphGBxtYFpaIw87kKh7Xg0mj3aXRvH9TEMnUTMZGo894SP5fsBP7hvnhecN8Zi06WQNBnJbN4FjbNWnBzgej7Lq01s1wNxNJPh8aPPtuNRqbWxXZ98JkEuk1hXIrFvdhWAXVtHTmmQcBAEzC3XabV6Q0t5Phc1B66UG7S7bnSlQwhSKQuIXGWlfOqkjUmO41Hvuw4HDkyg7wqM2rIHeURPhB9ETk2nLzq5nj8cp1VVpT8aqxGGIY4bOfEGJTfplIWu63j9nD/PD4ZuvcilF43nDlCI8vbU/ujtQCwJ+2/PoF9YEoSCMAxBRNug9517MVMnETeJWSZmv5l4MOYd5QtG/6f/dzjqPlOVoy6xx594CxGNxba7Dp1+zkfM0kmnYqQS1nMqVFqIqDil3Q+19f0wEu8SFomYgWUZ6wTiSMTrUq13iceiPKtnK74KIXBcn1a7R6NtDzNT1b5YWcglSMZNWp1odDvWz9GyzKOPOyjdaTS7/QOt0s9mJXL/GfrwKmOUR3rU7RnFIESj/YPf/1rbo9b1OG8syVfuW+XGRytsycfYPZrk2vOK5BMG4SBa4CxF6f9nID723+0oyqAQRxk6MOmPC+7aNrpJW3v28VTFyQEf/vCH+cM//MMN2jqJRLJZtDsOK5UmiZhBImZRbbQjd78C+XSCTs9B1zQ0XaVW76KqUSxRpxtNpKAodGyPHxyocdNjVYoJg1+6fJythTiNns+Nj1b4wYEqjh/t68fSJq85v8jzt2S4e67Fvz60RtLU+DeXjrF74JTUFdz+7WOmzs6tIxhn2IVZyZnJZomTnhdwZLHKSCFF5pjstq7tsrhcZ2wkw2q5RS4T566DZT558yz/95svIq3D1ukirudzYHaNmGUwPpJhYaWO5/lAFAM0OZblyEINTVPx/IDP3rnITY9WAHjxjhy//pItkeipRWsqrZ8PubzWIOx3E3z+7mXunmvyF//2CnaMRa/NkcVoZNPQtWGOYc/2WFiuMTNZWHduLTk59WaXcq1NKZ+iXGszUkg/YYZftd6h2baZmcivW0t3ug4LK3UAxkoZVEVhdr6CHjM5f2uJ2/aV0TSFK3ceNTv5Qcj8UnWYdTtYhzZaPVbWmihqJDyW2w7/cs8Kdx6JckkTpsbbXjDFz18+RattE7N0bMcnCAN6tr9um2OWPox/clyfcFAEGkaxUdumC3zk64/SdQPe8aIZ4vgYmkYuG6fVdqJYgWfYdi95+lTrHVbLTQr5JKPFo/tBIQRLq5EAPlrKIISgZ3s0Wl26PRfLjKZo12ptUnGTnuOzdarwhBcV212Xj//rg/xof5VP//qVbB853onpeQHlWpt8NnHS+INTyVkvTg6wHY/ltUY/rw6SCZORYvq4wOsgDKk3utSafYt3PjXc8czOlenaHnu2j57y7D3X9Tm8WO0fnFT8/tWRZNyMRpC9YCjQDcbUPT8gn02SzcRPGubrB2G/KKdHEAoSMQNVVbEdD98PMU2NZDxqBI+yIN117reYZWBZOlZfFNL6ol+741BvdXHdaAxd01UCPxq39YNgnVtrgNpvRVdVddg4PHBtQRSyHobh0O11bOvxMHPyGME4CESUodcXXYYCZP+x6JeOGP3t1vtOPY72nqwXME/0Uei7OI1j8gkF0fup129CTyUsspn4prgqPT+g3bFptm18PwrMTiWsJxSfwzCkUuvQaPUiF24u8YwDwwc7xoF4GxVT6f1tsIZXH0MhaPUzfHq21w+XTpNMWLh+QLcXNYB3ey5B//euQD/aIMpDRIEwEHhDETLslyRFgrOCQs8PURRIGCqf+tEcj612CULBJZMp3nnlFC3bJ2aoz6jE5nRzbPvesf8efFbo/3vw9cH7dfC21fuj3Me2jR9LeMzrOrgQMBgbH9Iv3EmnYmyZLJ7aJ3gOI52TEonkWLq2y8paE0NXicfMaHRbifbbhUyCTs+N9v9E+XeDsaxmy8b1PEIB9a6HqamU2y5ffWCV155fYtdIgmrH49uPlPnxwTp+f78/k4vxur0lLp1MYfshpqby6R/PcfXuAhdPRAtiQ1MI+u56TVXYNl0knZILUsnGsRniZM92WViuMz2xPnew2e6xVo1GdevNHvlcnH+85QBfv3+N91y7i8smEmyfLrFWa7NWbjE5Ho3/r5ZbkZOxbyRJxEwOzZXJZuKs1rp86odzPLDUQgHefNkYb7psnK7tRUYSITCM6By61uwRhiFxK+ojuOVAg19+2U6K6cjRtLhap1bvYhgq0+MFEnEzKlxZrbN1qigLnZ4mnh8wv1QjETOi+CYFJkdzJ3UNDt43j2/zth2PuaVaFHulq4yUMhzqF+csOQp/8q8P8aJdJd7/2vPIJiKT0dE27yhOYGAq8v2A+eU6qhIdMzw/4JHlNp+/a4W5ug3ATCHOr7xgkkuns3ieTyoZiwwq/VLNY4kmAU1sJ+q38Dwfr5/jL4CfLdv880+OcN2lk/zyCyap1tr9fgaTIAiZHMtJwfs0U6m1KdfaZNNxxkeOmhYGwqTWn4ytt3rDidJsJk4iZhKGgsMLFXKZBNVGh+0zpSdc3x9cafLB/3UX08Ukf/CmixnNxtY9XqfnUqm1EUJQzKdIJU5dvN4Tcc6IkwO6PZeVchOln11nmVGb2eOFpceHYo8U08Qsg8WVOtV6h51bR0/5aLEQgoX+/Ru6NlQh8rkkuXSMtWob141ch47jkUpaxGMm7a5DMm5RzCefUCALgpBm26bW6OL5kQga9tt6B7KHaWhkUnHS/dbzAWEY/Wyl2sbx/P7XxLoxbKV/Yq0oUeNwKmmRSlpPeaRcCHGMWzNyajquPxQsBw3LA+HTNHRiVnTf7Y6NIBqBD8OodGfgtByoN4oKuhrlXaZT8ac0ph2JoP1Snf4f34v+7foBIgz7Tr3IBZqImxSyCVJPULb0bHFcn0azS6vroGt9p2oydtIxhAGD9vhm26aYS5HLxJ/RNrqeT6tt0+o4UStgzCCViJGImycsY/L9gOVyk3bHIdZ/T/lB5KT1+gUtWl+wNk2dZNxC1yMBvdfzhi7bgatv4PwTikrM0Diw2uGGB1eZrfYod1x++fIJXrozz51HGkxmY4xnzJOK96cLs5/zqKrq8L3huj6mqZNNxwiD6MS3VIiiJI4tvIrG5X3K1Q6hEBh6VL4zEOwH49kDHi/ia6pKNm1RyKUwTZ0gEMO28qgcxxs6mE90f5qqkk7F2DolxclThcyclEgkEDkQltYaCCGIxwyaLRu9H61SyCVxXJ9uzwUFbNsjFjNIxiPx0u8vIldaDjc+UuGnR5r8+oumuHgyGu1aaTl8++EKt8/Wh43aO4pxrttbYu94krvnW3zjwTUuGEvxS5ePD7dJ1xREKAj6F6fGSlnGSukNWYRIJMey0cfCVttmtdJi61Rh3QX9Sq1NqxPl9Rm6hqYpPDpX43/etsB//vkL0XyXydEcc0tVwlCwY6bE4mqDbs9BCIFlmYwUUnS6LrVGh1IhxaNzVf7y5sMsNhxiusqvvWiKq3YUcPuGEMPQMXSNUIRD8QhV5TM/nOXXXr6Dy3YenWZZq7ZYWWtiGhozk0XiMYNO12F5rcnW6eJZmZe/EQxckY1Wj0w6Tr3ZZfoJynIGbd4xyxiW3EIkdB5ZqJBMWHS6LtMTeSq1NpVah0Ixw9/9aJZ9yy3+8TdftG4/O2gTP3Ycf1DIU2t0yaQslteahKHgBwdqfPX+VdpOtI568a4iv/z8SZJ6JB4k4xau5/eLZ9dLPaahkUrGhmtlz/PxgxAhwAmgJVSuvXiSWx5eZTKh4nsehqmhoJCMW4yV0s+pycGzhbVqq59/ajI5drTrJAiiYiu3765OJkxymcS6ngffDzi8UGGkmGa13GLLVOGkGofrh6zWuzTrbWZbPtddNnVMKY6g1uhQb3b7UXrPfqry6XLOiZMDWh2b1XIL04gcg4ahMVbMYJ7gikDP9ihXW/hBSCmfwnU9FteabJksnNT2/XQYNDOWq22ymagVeaXciq6YxQyq9eikNJuJU8wnKVejsR8F6PRcDEMjl0nQs6OsiVI+RTJhrttJtjuRs83pj14n4iYijFRxgGw6TjYTJwwFrY5NvdEdOigHDjVFibLtYlYkPMZMnVbXxbZdTFOPspKS1lNy4QVhSK+fQWg73jCHUNc1YpaOZRp9t6Z2wh3gIIuw3XVod53+CLOGHwaIUFAqRM12g7Hsnu3R7kTOPNcLIqddf5zbMvX+6554Rh/AQQO54/g0Wr1hsYuuqZGTMW4R65fsPNMmddvxqDe7dLpR7lQ2EyeVjD0l0S0IQ8rV6ESr1A/KfjqLDiEE7a5Do9XDtj30fqHRQLw+2qIdvQ6uG7ln/X7JDoKjhTb91mm/L4wNsnUG4vOJGI4kKwo/na3z8EqHw9UeKy2Xj73pPCodl0dXumwtxJjOxTD1J3+NB3kspxJNU/qN82KgoQ4dimEoSCSiSIVO10XXVCbGslgnEe7XKi0EMFJIUa13qDW6jPTbGo9+rn3mF2uERBcIbMcbjrk//rlZpk4ybhKPW1imhqFHn62BEzoIopKkyBHsoGs6YyNSJHu2vPe97+WrX/0qy8vLlEolUqkU+/fvP+52m308lEgkp5cwDFmrtGl3beKxyOFkWTq245FLJxBEMStCROdsyYSFqWs0Wz1cPxxeQNq/1uWvfniEl2zPce15RQoJg4W6zbceLnPnXHO47z9vNMH1e0fYM5ogFPDH3z1EEApef9EIl02no0kWJTpGDRaumVSMLVOFE5YUSiTPln379vHOd76TcrlMLpfjH/7hH9i7d++622zksTASIB22TB4tvhk0cnv9i7mlYoofPbTMI0st/t01u0gmLI4sVEkkTOqNLsmERS4dj5xyhhatfxTIpRPUGh2CUJBNx7n74Bp/efNhGj2fYtLgPS+bYedoKjpnC0Iy6ThhGNLtRWWp6ZRFuWHzF987xEQ+yUd+6TKsvgGh0epxZKGCZepsmSoSswzanYHIWnzG6wzJURzXZ2G5Riph0e46w/bzE52vCyGo1Dq0OuvHvAeCUjoZo9HqUcglMQyNQ3Nl8tkE6UySTNzg//3RIV536SSj/Yw/3w+GLczF/NHHdF2f+eXaMFO0XG3TdQP+9cEy33+sQiCiC02/dOVWfuF5EzSbHcIwWhurikLXdo9bG+TScTw/IJEwh0W7vh+iAKal8z9vW+SRpSbvetl2Lh2LD0uXhIDRYvppryclJ2e10qTZtrFMnenx/HDisN7o0rVdLMtgejx/Queq50XC5ORYlpVyi9FiNJl4Iu6fq/Pfvnw/F06k+E+/cMnQYe370eh2u+uQzybIZ5KbljV6zoqTsF4UTCUseo6LrmmMljIn/uX7AZX+Ly5hGVQbXUYKaUafxRXmwVW7VDLKmjhW2Ot0HZbWGhSySUxTY3mtSc/2SCUsxkoZqo0OruujaQrtjoumKWSSMQIh6Pbc/ogAGIZGKmGRSsYwDe24wpFuz6VSb9NqOwgEpq4PnWuDsWdN04ZiWxgKXM8nEbfIZxInbX4aEPaFyG7PpWu7BEGIqkb5l8cWmTybHdwgb7HZtml3bDw/RCAYLaRPeEAJwpB226bRtul0HXw/GI7MWqZOJh2nkE1gms/MHStEJPJWa52+IKwNx9yjNuroNY5OIiKl7NhszGi0PcrydNxo3CMeM7EMDaXvMtQGI/LDcfnINafp0deEiE6+Gu3ecaLk48fZB4KaCEPcfot2u+PQs6Mxa62fMaqqKroetXRrfVegP3SRRi3RlmlEgrMf9stZovGHnu09ZUGw6wbcu9DicLXH4arNlkKMX75igu88UgZgaz7OlkKM+GkurlGPacs+7nv917yUT/UDo9fnefZsj7mlKKrBMnUCAa7jDeMBFFVF6d8PRJ9TyzSGYvD26eK6psjVcgvb8ZgYzRKzDMq1Nq7rMzmWW7ddQd99PBj37w0/x9H3Na3/PtE0VJUo4xWi8XkzKkmKx0w5urGBPBeOhxKJ5NQzOM9cq7SwLAPX9UnGTbq228/JNlittIbO+ETcRFGiKR/PDxACDpa7/OuDa7xid4ELx1P0vJCkpXG42uObD5W5d6E1fLyLJ1Jct7fE9mKcexfbNHs+L9+V51Clx9ZCbBjnoR4jSsYsg21TBWInyTGXSE4Fr3zlK3nHO97Bu971Lv7lX/6FP/uzP+O2225bd5uNOBYOBEghxLom9lAI5harIKJzrlw2yWdueozvPlLmg9edz2suneTgkTVEKAhFJOZ3e1EUVj6XwLajSR9T1xCKgt/PqP/xY2v89Q+OYPshWwpx3vuyGaYKiSgfsN+K3GzbUb6srlHMJVkut/jotw9w8ZY8v/+mi9H654k922Xf7CqWobN1OhImW/0yra3TxWcc0SQ5HiEEa5UW7a5DLGbguQFTE/mTulK7PZfFlfow+3NwH3NLNeL9YtsgDBkvZTg4VyYUgu1bSnzqpgN8854F3vOqPbzx8umo9FMIVivROf/0+NEx78H4d6frMF7KML9Sp9tzWG66/Ms9y9y/2AYgnzT5zWt384o9JZbX6tFUVn/t7XrBcdueSUfHBsvQqTW7kYkkiLJPD1V7/MvdK1y0Jc9vvmJ79NnpW/N1XWXqCZylkidHCMFKuUmnG+k46WSMZjuaBk0nrajYRo8KmE6E4/rMLVaZGs9RrrZJp2LkMokT3vYvvvUI37xngbe9YIp3XL0bXddwHC+azPUDSvkk6ZNMfvbsKKpiI1zZ57Q4OSAUgkq1TbMdZfC1Ow6KAqOlzAk/cAPLa7naxu3nO2ydLj6t0dGe7bK01iRm6oyWMif9ZUc7ohbtjsPEaBZD11hajVq+LUtnbCRLt+vQ7tiEQuA4HooSFcUk4iaeF5BKWhTzqWGTcc/xhk7KUIh+mYyFYahUalHIbxgKLDNqfstl4tFId60d3bemRWPh+tER8GO33w8COl2XdtfBdrx+EY9BIm6SiD15Ec+pwPej9ulKtY0fhOSyCSZGsie9ohgOSlhaPTpdp1+8E9nfYqZONpMg0x91Hzj9Bm6zaFzWx/OPZiEeS7QIiG6rKAoxSx+GYvvDr0Wvj2XqdG2XVtsBBOlUjETcinI5xdGczMGo86Al3Q9CgiAYuhfDMBr/GjYxq4Pyn2OLf6KxfNEfz+cYoVJRwNA0DFMbuiiCUOB7wTBTFEDV1GEeYjDMLRGPiwx4Yqpdj4PlLoerNrPVHr98xTgxXeOzdy2xrRBnayHGtkKclPXcEMtURYk+W35AMZ/qZ8RGv4djfy+240fuRFXFdo5esRwUOQ1OgAcxBVGuqooXRDmuQkS/p4HgG48ZmLo2PHFQVIVtT7E91Q8CqrUOtWYPx+23tqP0Ha3KMF/W6DuVY1bkhJZsDM+l46FEIjk19OxosRod78OhmGHoGrlMnKW15nCkcxAT1DtmkqTSdvnfP1viSM3mNeeXePmuPJausm+tww0PlXlouQNEF1WfN5PhugtKTOcs7l9q840H1nD8kDdePMoVM0f3Kbqm9OM8ooXllomCLDqQnHZWV1fZs2cP5XIZXdcjYXBigttvv51t27YNb3e6j4VhKJg7pnxkQBCGHJ6vEApBMm6iqiqf/v4BHl1p85G3XsZMKcn+2VXCMJq8GUwCCSHIpRM0Oz08N4jWjsU05VoHXVf57gPL/MPtCwQCLhhP8e9fMs3MaJZqvU0QCmYm8qysNfGDKDM+k4yxVI4KsjroPG/70XM8Pwh4eN8SuqGxfbpEzDJotnpU6h22ThXkmO1pome7LKzUIxdlfy1+MldaEITMLVVJxC1G+uU2kRjeAKLor7VKm+mJPLVGl3K1zZapAnMNhz/66oNcf9kkv/qS7cP7a3ccltcaTI3n1pXg9myPhZUapXwKVVWYX6rh+QEPLLX5wt0rLDcdAPZMpPnt157HjmKc1XJz2EgeiuOn1RQlMueMFNK0Ow6tTg8BBIHANDVcX1DK/3/s/XecLelB3wl/K4eTQ+e+cfKM0iiiHJCQSAZss8CuAdlex3VecNrXi3f3XeN3V7LA3nX42HgNXgzYxtgmCQklUIZBGkmTw00dTw6V4/vHU6du9719Z+5Id0YadH6fT0/f6T59Tp06VfXU83t+oco//fgFvvtla3RMkZGapDn1qsnGWmNJjj9H5MWCiBfEhVtWp1GzqNcsFFnioD9DlqQbOtkWuaent9qMp15x/bn+sTsjj+22za989gLnOxYvuW21dAXLksRKp3bjkuUo4XAwgzxnY635gmTZLsnJI0jSjMOBuFlsNytMZh4SsLbSOFFFJKTcTnHzqXDb6e6zrjwnaVYW82ysNm7aRhzFSdnQJAJScw76cxFUCliGhq4rxHGKrgurkK6pJElaMuNZnqOqhYrSNqjYBrIs4Xohh4MZYZSiqXLZyrVYBQrCmErFYHO1eYysjZOU2dxnOveJE0GyLRRYFVunYhuYxjOrKl8IhFHC3uEExw2wLJ3N1atZHjdCFCXMHJ/J3CeKEtIsK0g8CVkGVVEwdLUoDNLQNaVsL1cKIvAkxEnKeOoxc/wyJ1RVZCYzn8HYKVdI6jWTmm2Wf7PIC0ySqyteiiKXWY0L0jGKE1w/KshOjTyDKEmKjEFBnpEfbSW/2my9eE5NFYSkIou29CQRZNvifed5TpKJ7M1FDujNYuLHXBwFXBr5JFnOH3v5Gr/2lT5PDTzOFETk3WuVm1ZEyjIYmkqa56RJdmIRzFeDG9m+y5IaSSqIvKtkrySBpiqFmjRjvdsgTlMmM6885hYBw+OJSxSnNGoWrYZdnoc7B2OUYh+rRRmQLEvEcUoYJyX5nWaCQDZ1jXrNpF6xsCztpm5OF9swmjg4bkSWC8ugOJZEdqxl6ZzeaH/N+3GJm8M34ni4xBJLfHVI04z93gQ/jCGHes0SDoM4Za1boz90mLs+kiRjFW6UMBJuAxBKybqlYqoyn7045S23tdAUiUcOBSn5RN8DhLL/tWcavPueLus1nXmYUjMUfuazu7xko8prTjdKxZWmSqJ0MBULYWvdOiudZa7kEi8MHnjgAX74h3+Yhx9+uPzZa1/7Wt73vvfxlre8pfzZ81kOl6YZl3aHdAon0QJJknKhULKtdut8/okeZzs2fpRy19kVFOCJi72y6bhi62V7vWVqTKYeQZhgWcJ2eXlvBHnOf/rCPv/pi4cAvO5Mgx993RanNprsH4oG7m6rwmjqoSgyhqai6yoXD2f89Mcu8g9+4BXctdUstzHLMh558gCknPOnVrBMYcMdjB3ObHW+bvbLbxZkmSAYoySFPMc0NNa69RvavE8qt+mPRCHoerfOzsGYRs3CMFQuXBnSrFmsrTRIspyZH/ORhw74gW85I8QPhc27XjWPOQGzPOewPyWKUzZWG/SGc6YznzBK+MRTY/7rl3v4sRhTvvW+Nf7iO+9EyxJmrmj2ns1D4ji5bg4nSWCbOmvdGgeDOWEYl8IYy9b54Fd6/OqXe3zL7R3+6MvXqRti8S3LMta69Rva35cQyPO87I7ojx2hWNU1zmxfjVRZqLslSWL9BsSk4wYcDkRe7twNcL2IrfXmsX0/ckI+8JuP8tDOlJ/6wZchS2LxZTTxsEztGfMk4yTlcDAjSVLWuvUbkpfPB5bk5AkIo4SD/hRZlmjWbYZjF0URN3MnfYhxnPDkpT5xklKvmmyuNU8s2BlORMDoerdOtWJe9zzPhjzPGYwcesN5Kf1t1KyS8FxYglRFxvGiMgtxkYMiS0IhlZHTblSAnN7QIU0zbEsvDj6NOE7pj4ScvNsW7UxzN2Q8Fav0zbogU4TtN0ZVZCoVHQmRaRFFybH2qG+Ui9RicBlPXRRFoduu0mqIpuqFLdwrcjAXaoZFW/SihEjYoERwvCJfJWNF+Y9501ZYUbgUsN+fCtu3ogjZ/xEF3kJRtyB9F7bza/dnqeTMsvKxR3+3yD1ckKZZXpT4pMIypigie1CSxM3bInT/a4UTJlwaBVwa+9y9WuFM2+Jv/pfH2ajrnGlb3L5ic//2cz/3hUpXtLU/162UJcqigKMN2AvciJRUVZlmzcILY1ZaYjU0ikW+ZnSkICqMEgxdwSisNrIso2lKGRdgGlr5JUkS07nPeOqWsQamodJt18qsVLfIVI1jcR7rmsLcDTi71RGrWf0ZfhSXuZZiWxXsovSpXjVQbpAftjjmp3Of2TwgiOIjzyFz920by1D1FwjfyOPhEksscXPI85zJzC9KF0WWt6ooTGYeK50qfhDTG85FrE3RfhoVRQQgSMlf/Uqf3WnAj752i/s2qmR5zpf2HH7z4T6XRqKdVZUlXn+uybfd3aFb0Xjk0OVXv9LH0mT+ylvPHNsmrchgTlJxf9Cs22ytN5cKlyVeUDzwwAP8yI/8CA899FD5s9e85jW8//3vP5GcXOAnfuIn+Pt//+9/za8fF2URGyvHVW9RnPDUpT6KIrPaqfJvPvE0v/blQ/7We+7gnfefZjLz2TuclPffZ7bbDMcuFUuIO4YTlyCI2Fhr0m5UuLAzII5SfvZzV/jY4yMAvu3uDj/w6g1W2zX2ezMgL8oKMyRZRi8W4/dGHv/nb1/gO+/f4s996x3H7vUfv3BIGMXcfmZVFKEWGZNnj8T/LPH8w/FC9g8n2LZBGMZsb7RuSO6cVG4zmYlim1ObLQYjlzCK2VhpcHF3SJpm3HF2lYNZyP/yn75MlGT8T99zH3du1IXNezAniMRrXhcB15uytlJHkSV2DyfEccpoHvJrDw/4xJMj8hx0Rea/e+NZfuj1Z5hOhatQXszb4+TEuU+zbpclPMJRmAlxhmnwS5+/wktONXn3yza5tD/BNlT8IEKSJM5sdZ5VBPTNhCwTcV0zRzRs65rYV1bBkRwlFY+2ct/Iyr04jk5vtfH9iP7I4ez2cSfdpx/v87/+ypd5+71rfM9LVzCL4r1G3abTrNzQSZqmGb3hHD+IWOvWb6gSfj6xJCefAa4XcjCYUbWEyrA/movinG79OllrmmZiUIpTFEUum7tMQyusPVMaNetYuO3NIghjxlMX14+oWDq1qlWWu2ysNrFMjSRN6Q3mDCduoYISVuE0zdA0lSRNqVgGeQ7TuVe0cuVYps72WhNZkQnDhMHYEY+1jdIGnudX25XDMCnUd2LlqNWwsS2jIPGUkijzA1Hg4gdCxdeo21Ssk4nKRRbGgpArvxflHosL4sJqLfIYjzcMPxcsSJmkUCkgCSXcorRloUY8Crn4mSRBkmSEBZGzeL+LRvI8z0XBTq0orJEX7VcZc0dcmLwgIgiTcvtLyzYUkxZNtPYVZJQsSUSxaPCUZZl6VbRzx0nKzPUZTzyyHGq2jl18boosESdi4hMXrdiiBVpYshfPnaZZocjLyhKXRfkMRQYmubCFL3Ins4I4O0pgumHKpbHP/izkW+/s8NmLE/7f39tnu2lwumXxxvNNzrQtsjy/Lv7g6PtfQJEl5CIzFUnsv+yrICMXz38zh8qCAD66TZom4hH8IGLRZq/rKhXboGoZZUP6eOoxmrp0m1XmrmgyNxc2dEnC0IQaVZKEPf7o8WMaGmmWMpsHaKpCu1WhVbevu+F0vZDLeyMsU0xqTUOlVjFRNYWD3pSKbdBtVfCCiPHUpz/1Gc1D5mGCF6cESU6Y5LhRgh9l4mdxRhBnOGGMEyYEcYYXpcRpzv/93lfzqnPLxu4XAi+G8XCJJZa4McIw5vL+mKRYpK5VTfpDkf+kKTI7h2MkJHRdIcsgSZJygS0npzePeP9HL/Ftd3d4y20tVFnigZ0ZH3x4wO5UWPQ0ReLNt7V4110dWrZwsfzzT17h8jjg2+/t8vqzTVRFjK+6JsbPpCilq1aMZ5xIL7HE84ler8cdd9zBcDi8KVv3rVROLjLZtjeOZ+N5QcSFywNqFQNJkfmHv/4YAzfmx999Oy+/bZWdgzFeEfPUqFlsrja4si+stFGc0B8JccdtZ1YwDY2LO0McP+JffvIyn780RQL++P1rfN8rt9A0hfHEgyIySS7iFVR1cZ5m/L1ffZzveMUWf+pttx/b/st7IyZTj9vOrlCxjNLttsyY/PogTTP2eiLHMY5TVopimJNQlttUTTqFotBxxed3eqstxFAFgTl3fHpDh9NbLaoVi1/+/GX+1cef5Of+/BtYb4rnd9yAg/7sOpt3mmXsHU6QC6Vdf+TiuAFBGHNp5PMfv3jIIwcij3KlZvAX33Unb7mzS28wu+rOisS8eEHEH502VWwdQ1OZOYGYB6eiaGelU+PBCyP+jw89yQ++7hRvOFPHNFXmToht6pzZar8gUW7fiBDdDQFzV0TlVW2Des1CkuDK/hjb1MnynK2148Tk7sFE2Os7tROfd9F9cnqzXRY3nT3VLa8FV4Yuq3WT3bHP2AmpIspS61UTy9RIEyFcWxSoHoUotM3QdfU6cYoiy6yv1DFegHzRJTn5LDhamtNti3y53sgRWZGd2rGTLstyLu8OSbJMWE2LIhhdUzi91XlOPv04FpmJ86K5SZCAx8k9zw/ZOZiQJCmmoYkVjppFEMb0BrNy+9MsJ0szkqIlGTgWrrtQ48myRLNhY5t6EZqb4HkxQRijFqU6lqkiIZFmGV4QM3cC0jS7SkyKJwVJQlu0M+c5QShIMpFZKRVKvauWWEEKSkWOi1yWvSxIqrL8pVABllmKN0H0ZnmO70e4XojrR2QFgWgZGp4f4QdRWfjTbVevWyVY5DAuAusXeY5JkjJ3hbJNNCQLQpVnaJ8W2wwVS6dZr1CrmuVkQZTohAzHDoois9KuloNPkorGdad4vYVaD4Slf/F5SoXdWFcFiZbnou3L8cIyZ3Jh7cpzkVtoGoJMNTSVIIqFLSAWbeO1ioGqKvhBhBfEpGmKE6RcHgcYqsy5jsVPf/wST/Q9NhsGZ9oWP/jKddJMkJCqIpScRpGzubDIL3SLiwZ4XdOQZXGcLIjzW3llWhw36TVN1rJUFMJIOXFy9ReiqAZs2ySOE9a6deo1qyCK0+JYCgnDhDBKME2NTsNmOHGp1yy6hbpy8bkGYUIQilKgMErI8hxNFWrZRdOfbeskxYCRpiJ7ZH1FSOnDKOHLTx5iVm1mYcJwHjKYBfSnPkMnZO7HzMOUWRDjhilumH5VRO5R/P9+8BW89Z61r/FZlrgZvFjGwyWWWOI4sixnvzdhOvdLq99w4iJJlC2+i4ncwuEgFlfhqb7Hrz7U5+WbNd5+Z5skFXEdn7s45YOPDOg5EQCmKvO2O1q8484ONUPhsZ7Lk32f73rJClfGARsNHbWYmJiGID9FFI2wnZ7ebL8gE4ollngmvO1tb+O9731vWYjzvve9j89+9rPHHnOrx8KjmWxHifnp3Ofy3pD1boOJE1CzdX7ti/u8+2XrNCoGO/tjQCwmb642qFZMruyN2FxvMpv79EcOqiJzx9lVFEXm8t6I0dTnn/3uJb6056DIEu993Sbfef82XhDiepHIG1cULFPH9cMi61vFj1OkNKPVbbLWPE5yjSYuV/ZHnDvVpV4VcVv7vSlnt5et3F9vTOc+veEMrSiR3VxtnmivP0n16AcxuwdjTm22UWSJK/tjKrZBxdK4cGVIvWZxaqOFEyTULI0PfmmPtbrJ/WfbxAXh2bjG5r3Ypv5wzuaa2JbdwwmKLDGde3xhx+GXv3hIvxhX7tyo8ZfedRf3rlc5HMzQNEUUscVJWYR6tDdALtx3EoKgVRSZJM2o2jqDKOef//ZTjLyYv/meO1ivaSiFw7LdrLCx2vhDr/CNk7QgI8MiYk+hVjGpVq72cixUrralkeVcR0xe2R9TsXQ6rep1z784jpI0ZXOtSZKImIozWx00TSGIU/7NJ57iP3z+Mn/72+/kVF0vIv5EP4ihC9GTpoqvRXkuiOvMeOrRaVVp1q9vYF+IwhZOzOcbS3LyJpFlopjG9ULWVxtkhezVMnVWOrXywMvznN3DCX7R4LbWrRMW6rWVTo3qM8hjsyxjMvOZzEQGSbMoYTl6kCRpxmTmMZv7yLJc2IYkesUKfbddRUIw9uOJy2jqHclLFBCZgpIoWpElZnMfCQlJLsgtRajjKrZOvWqVpOjCgrRQ4pVfsVBVxkmKUrRwL4jYLM9IEmEhFkU9cqHEzDB1lVajQsW+tdbvhTJyXpT+5Lmwu1dsA9vSr1tpjOOUg8GUuCDk4jSj26pet++Pfga+HzF3A/wgIgjjMrdxcTYtSNhGzUZVZEZTl7QIu63YBlKxD0QbZ1EuU7R4G4XdYzLzieKkJGElSUJWJMggTlMsQ0dRJeJIqCJNQ0NVZKI4FS3baVZmZEpIJRlp6EJxZ+oqYZwKJWcQlyRzq1FBliUmM4+JE3Jh6HGmadJzIv75p3YYeRGbdZO33N7izbe1GLgRDVNFK84BXZOxTZ0c8IJYNKEf2S+yLEhBSRJZKtc6yBfZjaqikKTiMwnC+LrH3QiLj+xGVzZVkahVrSJ+QGMwFnEFskTRoq4UGZARtYpBrWoSxYKEXKhFFzeFvh/RbVcFWRnE6KqwyFcsnWrFfMYm+zhOGc18Hr7Ux40yZmHKPExxo4yJF9GbhQydkJmfMAtPtlw8G2qmSsPWadoadUujYqgYqoyUpZiqjK0r6DKYmkzV1Og2LNbbVVYaFlVTW+YYvUB4sY2HSyyxBMzdgCt7I2RZZmutQRAmzJyAbrtCfzjH8+NirMgLx4lYrJ0HCT/z2V32piHvvqfDm8+3kCT41NMTPvTokJEXA1DRFd5xZ5u33dGmois8fCCKbsZ+zHvu6fLW21ssFvosQyXLRdxJVrg5Tm+2l9a6Jb5h8Nhjj/He976X4XBIvV7nZ3/2Z7nvvvuOPeZWjoULhdq16q3ecMbhYM7mWoNf/txlfvuxIf/799xNp2Eznrr4YUynWWEwEnmOiiKz35+K8prBXCxE6CrnT6+UZSSHI4d/8onLPNZz0RSJP/eGbd79ylOldbdqGwRhRLddYzRxyXNRnHM49fk7v/wQP/FHX8qrb+se2/4gjHnsqQO21lt029WyYOvMdncZufMNgiRJ2TmYICHIqWvVuUcxdwMO+7PyMVGccHl3xOaacEAORkIRt7nW4PLuiCTNuP3MCpqm8uEv7/P+33iEt9+7zl96153YhsLhYE54gs17sU2mIURUw4krnFmaTH/k8pHHh/zmw4Myj/Jbbu/wF995J6sVlf5wjmGoQnhUCHJkWTrmlLPMonk8Pe5gbNRMnhpHrFoKYZJxYeDx6jMN0jQjiBI2Vxsnkm4vRojorQTXi3D9kChKUVWZasWkVjFOdCiMpyLaT4hxhML1KDF5eW9EvWrSalROfL3dwwmaqrDaqZFmORd3Bqx168RxylMHU/7XX3uMzYbJn3z9KRqm4FrObHep3OAeYBFDMxw7tBr2N1RW6IuenEzS7AW9SMdxyn5/WhTl1AnChP5wTrVytflt73CCH8QoikSeIS4cikxvKIJlVzu1Y5mTfhAxHLuEUUKzbtGs28dWxLIsF+UsM488FxkQjZp5bBUiihIOBjNmc78ovdHJcworsEQYJ1Rsg5VWlZkTMJq45b4zDBVZkkiKQNsky5CQhNrtyGvIRTbKUeZd00QJjFyoBT0/YjgWLXTtZuUYwZfnOVEkCltcPyQI4jJrqWobdNpVrK+yQCdJUmaOkE8niWi9q1VE8c/NrtYEYcxBf1rYuxVcL6RmGyCJ/RhGSUH4ifKQhXpTUeSiZMgsW5yHExfHCUiKXEdhua0iyTCd+aKxU1OF9TeHIIrxA9HSuSh0uTYTUZZAkkW7csXUyHKJJE3Lv8mPtGMrBdGZ5iJTxDR1tIWNO7pqaV+oQlVFJohSBk5Et6Lx4UeHfPLpMQM3Yr1m8OfeeIq6qbI/C9luGiURCSJof2HTWahLF5+rLEkg8YxKSEkSDXa1iokETOaLRumbs2MrslRYv/MyU/JGf2caKkmSFcrgtHx9oRI1CeMEu1Aqtoub09ObbfQjWaJxkrJ7MAFA1xTGUw9VlcsypMWg5EcxvUnIJIhx4pxZmDJyY3qzgMNZQH8aMC4moTcDCUE2Ni2Vhq3Rruh0aiarDYtmRS9JyIalkUYRoR9i6iqyIlOzReP7dB5gmRor7VppSQehLnacgPHUw/VDbEvn7Hb3xhuzxC3FkpxcYokXD5Ik5dLeCD+IWF9pYBoqB/0ZjaqFH0RM5n4RkXLVRZHnOU/0XVRZ5nTL5NMXJrzuTIMsh999asyHHxsyC4Qjom4qvPOuDm+5rY2hSvSciLWawa986ZBuRS/t2xKIibAktinLchRVYXu9Sb26bOBe4sWHWzUWTo+0WC/mMQtl0twJqDdsfvq3nuDCyOd/eMtp7tyoM556NBs2zZrNxZ0B5051SdKM8dRjc73JpZ0hSZJi6Cpnt7soisze4ZhLB1N++uOXuDgKMDWZ/+HNp3n7Szc46M9I0pyNboPeaM7Gaq2wguecO9Vlb+jyY7/0IN/28k3+4jvvPC5ESVIeemKfdsPm1GabIIzZORhzdqvzTWuT/UZFnueMpx7DsYskQ6t+Y6InTlKu7I1oFo9J0ozLu0O67WqpjN07nLC+0sD1Q3qDOac2WzTrNiMn5Kc++CgjN+L/+tHXAFcJz2tt3ottGk89ttebSLLE7sEE09QIwoi9gcNvPjzkY0+MRMEm8O0v3+TPvP02NDLGExdVU5g7Iuc4K0o4rwpNKCOmFk6+xe8MXeXyJOSffeIitq7w/a/c4JVnm3h+TJ7nnN5sf1W9G18vLPo7/CAmCGK84KoDs2LpVIqIrxtxF4u29sX82Chi/xbIspzLe0OadZtm3b7u77MsK4hLUaDquAFX9seoqsI8TMkUhftOtfndR/Y53xQxhF4QcWazc2yed3R75m5AfzinVhGitpN4ksX7DkLxvv0wZrUjukmeb7yoycksFzZqWT5ugX0h4PohB70ZtapBp1UVK3T9KUmasbXeolGzRA7dxCUnp9uq0qzbJElaBo2ahoYfxpiGRqdZue7C4vkRo6lLFKXUaybNul0qEhfqwMmC6FJlalUT29TY681w3JBa1SBJMlY6NepVU9gB+lPCMEaSZbI0JUmvfvyKIhWZBAZRnJSW7XrVZGO1UbbT3QySNGU0Ea3UVdug3aycuJKQpBnzgnj1/BjIqdhmWc7zTAjDmKnj47ghsixRr1oi3+k5DNx5LtqogzAuCnEiPD8iitNSsZhlGbZlYGgKcZohAbYliE/b0o+py/I8ZzL3GQznyIqQTPtBVK46pZkghBVZJsmultLIsoRlanRaFRpV61iJSRDG7B1OcIvsG0kSjycXNm1JlpCQ0FQZyzKI4pgkzop2dtG+naY5iiJRtUVBypXeVPwt8DOfvMylUUDPiXjldo0/88Ztnur75HnOdtNEV49ftDRNQSmKdlRFBgniOCsJxWeCBEgyGLqGoQsrRBiKPM30JqWREoIQNgpiN00zouR4BiZQEsf1qknFNBhMnGPqRxCEr6LIZDmoskxOTqtRYa1bQ5bl67KKJjOPwchhbaXOwdBlZ+SSKhq9ecj+xOdw6nMwCejPbp541BWJlq3TtFWatk63atCtG3RrJnKWsN6waFY0VEQ8A0C7aVOxDDw/wvWjMj+2WjGoWDqyLIKPr+yPgZwwjMvIBNvSadSs62Iilvj6YUlOLrHEiwOD0Zz93oxG3WR9pcnhQEw6DF1lMHJJs/RqiV0u7lOf6Lv82lf6HMwifuCV67zyVB0vSvn4EyM+8vgINxILZW1b49vu7vCGc4J8/OLOnN98eIAsw99+57nyei1LiEwoVRFRKYXFbnu9Rf0G2WdLLPFiwK0YCx03YDhxObXZLi2IWZbx9OVBmb//hStTPvnUmB+8fw1TEfez5051iKKUy3sjzmy1ywifVqPC7uG4yKZXSkv13uGEJ3fH/NTHL7E3DanoCn/tbWe4/3yX4cRBQmJzvcFBb1a2KSdpxj23b+C4AX/rF7/I3dtN/tq333PsXizLMh5+ch9NVbjr/DpxnB6zby7xjYkoFvMFSZKRZdjeaJ8onlo0MSdpytZaC6BUzbWbFdI0Y+dgLFxuVYMLl4fUqianN9siszKIsXSVn/n4k/zx156mZqpc2RvRqFnXkaJRnLCzP6ZetWg3bSZzn/HEpdOq0h/OudR3+K9f6fP5S1NAlOb8N99ymj/xprMEbsjc8ZEkCc+PWMSCHSUpVUUIM9I0JU4yFEUiTYXastWo8NFH+vzS7+/w1956hvW6jq6rRHGKpiqlsv8bZR6yIOPCSDjlwlDEcIFw81mmhmnqWKZ201mvSZpxZW9ErWrieiHVikGneVU9mmYZl3ZHdFuVExcU4yTl0s6Qes0kilKCSLgRazWbDz0y4Oc/dZEfet0p3np7k3azQp4J4lHEBVy/jYu82mtdv0dJyCCMiYsIQE1TyhLXRenyc+FYvlq8qMlJgP/j1x7mYt9ho66z3TT59ldss9Z+YaSpeZ4znnmMxm5hV86pVS0mU6+UyLpexEF/WoaLNuoWw7FLHCdIkkyWZax2atQKhWGSpIymLjMnoGIZtBr2dQHOk6mHF0RY1xTNzN2A3mCOaWp4hcxYlkHT1NLqHReqMVkSysittQaGLqytg9G8VJV12hXWOnWiOOWgP2PuBuiawsZK4znd/Oa5aKgaFtbZTqtC1TZu+PkEYUx/NGc2D4r9abLeFQGseZ7jhzGTqYcfxBi6Sr1mUrXNZ7WfLtqPwzAmiOIiA3NRSiOsVnmRA1itGGiaymzmM3cDVFVBVWWSJGOtWytXNo6Smn4Y4fnihNZUmaotmruzgvwMI/G4JM1KlakkSzRqFqvdOnmWM5l5OG6IoghCMYpjwkhkEBq6giyJRu1FeVHxzoT9OSkUl+WkKC+LmWZ+gqnAV/Ydfusrh1weB8yChD//plO8dLPKxx4fsd00OdUyMdSTL7iGrqBparntORBHCdERy/YCmioXreB5SZratg65RBDGRdjy1XzJ5wJJEqG8i8/rRrmesiyI2E6rxtz1CYIYWZaYzsUqoCyCVtE1VeSwFqVItapYzYuiFD9OmYYpYz/hwsGMgRsz8mIGTsTBNCgtEc8ETZGEwrGi06lotCsaTUujbsg0TJWVmsFKQ8j4GzWrXL3K87wY0MRK2QJZljFzA/pDhyAU50CrblOrGqSpONc8PyoyUMUigWXqJGnGqY0WWpEfOp37uL5YIGnWLBE18A1yg/DNiCU5ucQS39gIw5gLVwbkwLntDl4QMxyLOJ3JzCsnMXKRvS0cBDlhmvEPP3yBt9/R4k3nW0RpxkceH/GxJ0YExRiyUtV5zz0dXnfmaqHNz3xmhyuTgO+8d4VXnaqL+za5KGXTVOGASEUu2JKUXOIPC27FWHi1bFKcS2GUcOFKH1mW+fzFCfWqyVvuWuHy3gi1iNDaWG0wmrgcDmasrdRJEhG7JEuizTjPcmRZLonJw+GMrzzd56c+fom+E9OwVP76209ztlst8/UXltpmXYhVsizn3js2OBi79HpT1tdarLXs6+69nrh4SBgm3HfnZmnfPLXeWubGvgiQ5zn9kcN07kOes7nWvGHbscgunbO90UbXlGO2XRA5gNO5z+Zqk52DMVGccvvZFXRNJYhT/vFvPcZHHzrgr77nbt790nV6wzlRnLK13jxGTC22yfVCttabyFKRRanItGoWVw7GPLY/5z99qcdjh2KuXjNVfvhN5/jeV2/hzn1cLyQuzomsUFpKR+zepqmhSBJ+GBdWcMgyUFWZ7Y02tqnx/3zscb5wacr3vnSFsysVwihBkeUy/kpVj7syFUUWYp4bFNU+l8/kavdGRnJNNJ0ohBXvQ9MUDF0tBTSGrn7Vc6OFCnZtpc5gJKzTR5WRSZJyaXfEWrdOtXL9MTJzfK7sjdE0hXrVpFGz6I8cKrbBX/n5L1IzFH7o1Ru87NwKjZrJ4WBOlmVsHsmxXMAPIg76MxRZplE3iZOMIIhL1auqKpiGWhKRmnpVCZokKfs9Ib7bWGti6s9/qd6LmpzM85xHr4zZnYVc6Lk8fjDjv3/TaS4ezvlXn77CnRt1bl+r8drbOty33by1b6BAGMVc2RujKBIgsbHawNDVI+GiFQxd5dLuqNzmM1ud8mKVpBn94YyZEyDL4kS81g6dJCnjqVAhmoZWltZk2SJbMWA08cqW7iTNqNcsahWTJEnpj+bEicgoPL3VLslOP4jpDUVxzlq3jmlohFHMfm/G3PHJ8hzb1FlfrVOxDMYzj95gTppmNOo2693ac1JTxnHKYOzg+iGtuk2rcX0j8bF9Gyf0BzMmM1/YlRShjuy0hMr0pAvGwjoeRElJHKYFAaYVeYBZlgtSLcvK5uVKQeDMHB/Pj1FVYfO1LZ3RxMHzYyq2ztwNCaMEQ1MwDA1D14jjBC+IaFRNNE3FC6KCGJYwC4IyjBKQJKq2jixJzJwARZZRNQWnaPKSi0IgCQR5mojm91Zh9bdMHS+IGI4coiQpGz8VRcEwVLwwQVVV1tsVfu7Tl/jylQlP9VwsTeb/+523c2kUcDAL2W6ZbNQNYYd+BhgFob6wK4uVlaRcUQFBBJqGCD4O45S8aAKvVYTS19DF/pg7AXPHJ4rTZ1RIijxKuSyuUYtSJVWRy3axa69Yi8PA0FXReC6Jx3t+VOZ0RoUyZfGWNU3FD2OGbkzPiRj7ibBczyP6TsTAiUo1yzOhZWusNUw2GhZrTZONpsVG02KtabFWN2nY18cUhFHClf0RZ7c7xHHKZOYxd0LCOCnau1XyLKNetVnt1m44MKZF7u107qMVWa6qKpelTbWqVSqws1y0CnbbVVbaV+0EQn3t4XoRuqbQqBct80ui8gXFkpxcYolvTGRZxt7hlPHUZX21Qa1isnc4EQH0hcpgUR4AokDjiZ7Lrz3UZ7tp8v33r5c5kx9+dMjvPDUmKhwrm3WDb7+3yytPiXP+9y5N+eLunD/7xm1mQULdFAuCiiyhFxMlPxSxLIoslS6dJZb4w4JbPRbOnYCdgzG5BL/w+T2+sDPjL7/9HJtVFV1X2V5vYVs6hwPhOKvYYm6FJOH7Ebal43rhMWJyOHZ44PFDPvCxi4z9hG5V42+84yyrVREjlZNTrxjCmZbnuEEESNx7+wb9icdf//kH+I5XbPIn3nz7ddu7sz9iNPG4+/Z1VEXmws6QjZXGMjv2RYYgjNnZH5HnUKsKN+BJ9/JCbTkWrrmaRW8o5uuLopQgjNk9mNBu2kRxQm8wZ3O9WarvvnBxxE/+14f4kTef57vu37qhzXuxTbsHExp1i06zguuFHAxmtOo2hq5waXfEH1ye8p+/3Gd3IoQcTVvjR958nu+5f5PpzMNxg1KUkqbZsYx/ubB6G4ZaztsXKktNU1hbafCfv7DHL37mEnesVPiTr9+mWRExWp2mzUq7VhKgItNSlIMuSkK/WrpqUfiryHIh/hHz2qMRdbe692I4dpm7AeurDfYOxgUBedXKHkUJl/dGJ9rxRdHSnDhO2dpo0igUlb/z5V0e3nf4o6/a5MLBlLtOtWnWbbI8Z2dPFCot4gXTLCMME2aOXy6MGLqKpiqYplaSkPqz2NEXXJZaiI4215pL5eSzIc9zRlOP6cxDVWRaTaHKC6KEB54a8PCVMQfziJed7fC9rz7FX/rZ3yNOMm5fq3H7Wo3vfuUWStE+9dVgPPUYTV1ObbSKleyEg94URZVZXxEhsDv7Yzw/pFYziaOEdrMq8kvWmuiawnAiDmC7ODj9IKJTlLG4XsRw4pLnooJeVeWi9VfkNiBJxHEilI6tKtOZj23ptBtCuj2bB4DI/+u2qkydQLSMd+vHpOZBGHM4OE5SZlnOeOqWF0pZkqhWDNqNCrqucNAXA7mqKqy0qzQb9k3LnLNCJTieeoWVuYpxDRMfxQnjqbgQGrqGZelC7eWFaKpMtyVs/KUUuVitAUFSmYaGYYjQWT+IcRZZlIZKtWJSsQ1kScJxA6aOTxSl2JZGrWqiyHLR4n11VUFTFYIoRldV1lZqDEYOk1kgyls0Qd6J7dRQFaFOc72oXPFYPO8iQNfxAoIgLlehFqSSuNhLmKbGqY0WSZIxmrg4XkiaClVrkuUMvJQzbZOnBh7/5cFDLg89hm7En37LOb7nFRv88uevYKkSmw2dzgkE2Y1Qr5jUayZJmuF6EV4Qls2iC6iKhGnoJVmoKDL1irDuG7rG3AuZzjxhQ0+zm7JrHxvgZNH0rqhCIbmwqB+1Y4s2baFQUYpBR1ZkNlcb5DkcDmfoqsLB0GHgxoz9mEmQcTAPOZyFHEwDBk70rCU7VUNhpWbQrWi0LJWVqs7plSorNYOmqVK1NJE3eoMA5GuRphkXrgw4tdm+7pgHoc65tDciTlLxHovVRNvSxVeRHXqtBWi/N2M8c4Xy1zbK46piG9SLqIO5G3BYLC7Uqyb1mkW1YpTnbRgl4ubDC6lXrXKQW+L5x5KcXGKJbzw4bsDF3SGmoXF6q8Nw5OAFociJLhbqhApfqESiJOP//t3LHMwj3nNPlzedbzILEj706JBPPT0hKQac0y2Tb7+3y8u3asiSxO9dnvJfvtTD1hW+474VXr5ZLe9NbVNHViTCUDhfVFVma5kpucQfUtyqsVCoxeaMpx4S8I8/fpE4zfnTb9imoitULJ1TG23koilZkgqyBZHtHscprYbNYOygyDJnT3VQZJnx1OXzj+7zgY9dYuInbNQN/trbzrBSN1FkqSyjqlVNRhOHJMmQZIk7z64x90L+1i9+kZql8X/+iVdfJxAYjBx2DyecLjIGL+6ILMLaiyifb4mryPKcg94UxwtRZIlTm+0T5wlZnrN/OAFgY63JZOoxcwJOb4rjM89zDgczwjCh065waWeEZWqc3e6I+KlCqXtp4PKFiyP+yCu32D+cUC3IqqPzhTzPGYwc5m7A1noLXVMYjB1m84D1lTp5nnNhZ8innxrx6w8P6M1Fs3enqvPet5znO16+yXg8x/Gi0rF3tDRHRB9IaJooXh1N3GOCFlWVWVtt8dsP93jTuQZfujgkR+K2FZssy9lYbdBqXK8mfrEgSTN2D8aYhka9arJ7MLmuJMkPInYPJsf6DJI0Yzh2mDsBmqqQ5RlntsTn25sGvO/XvsIfXJrwx+7f5L9907lSwOYHEZf3RuU1IoySq+7GOEVRJNY69dKde7Pw/Ij93qSMjllfaZTOwhcCL2py8iiiKGE0FSROxdJpNYRiceYEDMcOuq6SqxqXRz5PHsy5NHD5e9/3Ej74pX3+6Ycf58xKhbPdKu9+2QYvPdVk6kXUrZNJnSzLhCRaltlYbVz3mMFozsFghqYobKw2sG29ZNGzLKdq64ynPqoqs1F84FftBzFX9ka4foymymiaWq6aW6aOZWilMnPmiItJnAhFYr1i4voRkgT1moVbZDFurDZLOfTcCegN51RsnW67doykDMOYw+GcLMtZ69ZKNn8hB3a9ECQJrbjw1KsmaSpIzCzPsUyNdvPGLdfXYqHqGowd8lxk/aVZxnTmI8tSoRbUSjv2IgciimOiKC0DaVe79SKnUSjuHDdk7gSEUVKq+KoVo8hezJg6grjNsoyKbaBrClGclgozs1BTWqZeriostlXI9T0kSaJWMciBPBPbvmjuNg2NRmGVjeIUxw1wvFCoHQqZepplhQVcoWIZpGnKcOpCDt12TVxwBi77kwBDgdtWbX7+9/b58u6ckRezWjP4ub/wBmZBzANPDuhYKnUDyDKym3RKKzIcdVVLIsISpKsrTVIOSZYJ8m9h1ZYkbEujUbORZUlYib2wtLUBz0pIykUjd5IKlZ94fYmcvHwdRb6qoCy3WZExdHFONOu2sCi7EX4ucanv8vThjMN5KBSQc6GIfCYYmsx222ajYVLTJM6s1ji/VsdScmwZzm62GE5cZFlirVPDLWT6miqKoCxTQy5WN+MkK443UY50bTZQnudc3Bmy2qmdaPPI85z93hRNVVjp1EizjLkTMJ37hFGCqsjCRpFmyIUVQpZlHFcMZu1Whdk8wAsi1jp1bFvHdUNmjl9YwMVgmeUZvaFD1TbKgaxqG9RrVmlhyIvPeYkXBktycoklvnGQphmXdod4fsSpTZEbtnc4KYvUSgt3YV17rOfiRSn3b9f54u6c+9YrjLyY33pkyGcvTspFsPMdi++8b4V71yuEScajPY9XbNX43MUJtq7wko2qcE9IknC+pClJIkrvFiqvG1kEl1jiDwNuxViYZkIYkiQpj+zNuGerwcHEZ6tdwfEC1rp1uq1qUUQxolYxmMz8UuVVsQ1qFYO93hRFljh7qosiy0ymLp99RBCT0yBhs2HwN95+lpW6wSIeSikWyXf2x8Rphq4qbG20IM/5F7/9OI8cOPzff+p1GNfcH84dn4s7Q+pVk9NbHa7sj6lXzRMLMpZ4ccH1QnYPxuTA+krjhmr3yUyU6pzabBGEsSjk3OqU83TPj9jrTei2qmV55W2nV8q5+tM9h//lP30ZXZX5O999LzVNNNZvF5FORxFGCbsHY2pVk26rSppm7Pen5DlsrDSI4oSnrwz4nSeG/MbDA4auyNBfrRv8qbfexrvuW2c0njN3Q7IsK+dqi2nDQlihyBLVilnMQ67Ox2RZYr1T54HdOT/1wcc41TT4Iy9b5XxXCJ2215vUXmQLcHMn4HAg8mWzPKc3mHN6q31s3zuuyHw8s9VGVRXCSJQqR3FSRAGGgMTmWqMod8342z//AJYm8943n6NZEQK8MEpIkpQoSmjWbSq2gWloyDL0hkKEIro7npviOkkzDvpToqKfoVY1xXw0zZjNfWoV81hB7POFPzTk5ALXFsk0ahbNhkUUCXtznsNKu1re4MVJxs7I48LA4WLf5RVnWrzybJvvft/HCeKUM90Kd2/W+bHvvFeUXDgBaRCwdU324kKKOxy7ouCmJQ6y8cxjrSPyBBZ5JkmaUS0OpCCMqdoGrh/iB3GhdtJp1iyCKMXxAjrNarmS4LiBkGE3bJo1i8t7IodCkaFRt2nVbdI048rBmJV27cSLYJ7nzJ2A/sjBtnRWOlXUIwUsYZTQG8xIs4zVbr1UdWZZzmjiFG1zWUGOiPBbXRMn2SJn0LI0mjWbauXZs+wWrVGuL1Zo9CLjcZFBsch9WHwtrOBZlnE4mDMsyE1VkdF0lUbNol410TVBtKSZOKmmc78gH0V+5cJqbZsalaLc5mirnx9EzN0Q149Ik1SU2agKa906QRAzmjhomkpaKB5NQ2WtUxOfmxsQxalocVYUsiwTn5MiUy1axA1d5cnDOY9cGfP0wQw3yfnv33qe33v8kH/wwSep6AqrNYM3nG/yjru7HHopa60qWy2TycRl6gRkaYYkc1PN1qosUakYRe7m1aZqRb5KemVZztGnWeSTLkhBoJTYL1SeIis1eVYVIoChKaQntHnLR5rPkzQr28RBqCRzReFwFjL0EiZhyqW+w/5ElPhMnqV4xtJkVms6K1WdjYbJPafbnF+rs9226VSvxgMsmhxnc5/Vbk2sks88NlYbVKyrE8IkTblYWG1EoZMgwnVdwTI0QGQUxXGKrokM02rF5HAwKxdOTsJ+bypI0O7118M8z3G9kOncxw9jJEkqCEsJVVHIoWiOMzB0pVitFIPTwg4UhDEzJ8BxgzKPslm36baquH7EzPEJCxKz1bCXk+AXEEtycoklvv5YNJzu9SZULYOtjRaH/SmeH5GkKXGcHRsfH+u5/PpDfXrziO992SrfcrbJ7iTgg48M+P0rs3JMvnutwrff2+XOFRsnTPnYEyM+8eSY27oWf+6Np1CLPElZFgVufihK9KI4xbZ0Tm20MPRl3twSf/hxqwpx9vszfuHzO/zuU2M+8IMvo2WpjKce5093sS1DlMzsDVnr1EpHSQ5srzdRFJkreyNkWebcKdHKPZm6fKYgJmdBwlbD4MfeeY5O1Swz0BVZ5vRWm0u7Q+I4pWLr1CoWpqFy+WBCnuVsb7VpXHNvFYQxT13qI8sSd922zkFviq4pdI9E8Czx4kaaZewdTHD9iIqts7XWOjFDMYwSdvZHrLRrqKrC3uGE01tXFZdZJpqfkzSjYunsHU5Y7dRZWxHnSpJm/OJnLvHzn77IL/3lN6FJObuHE1bbtetyiRf245njs7nWxDQ0PF/0ZFimzmqnRhQnPHmpz0cfG/DBR4Zl0We3qvPfvfEc3/HyDaZTp3BqcqxHQJZFB4Kuq2UhZxBEQkmZF1oYSSiVP3Vxxge/csjfeedZNE1BlyUMQ+PURvsFaYf+WiDca1OyImN0OvOZOX6hfL0qAFs4Rk9vtUnitBSDrXZrGJrKpd0hVdsglWT+/Wcv8dFHevzP77kNXZWpVkxRyFMI1OZugB/EbG+0UGQRe9YbzIji9Ni872axsHCPpi6KJKOqImLQ9SMcL0RVZOpVi3rNvGmX7NeCP3Tk5FFkWV767SVJKsplRKNiGMW0myLj4WR1ZM7hLOBi32HsRnzHK7b4hU8+zc9+8gKzIGG1bvJj33kPb7ijy8989AlsBc6v17n3dJvGkWDThU0zjBIaNRNT1/GCkLkTkuUZtqkThAmWqbK+2izLbY5ux2jiMJp4IIFt6qx2a4wnHr3RnIqls77SKANlr7WaPxPyPMdxQ3qjObaplRfDBaIo4XA4K4pgjh/sQRizX8jVDV2hVa8UqkVBygGlPVzXFCq2gaYpxElKFKVFQYywRamKTNU2qBTW2DCMmMwCTEOl265dZ39dENCLfEgRYKswd0P8IMIydda7dZI0YzLzSsWiIE5F03atYlzXErZoKJ+7IWmWYRkaqiIzL6zl3Xa1tL7GxcDghxFpKhScvh8TxjEJMm6cM5yL4pm33rNGKsn87CcvcjgLOJwGvPpcm7/xnrv4B//5ywycmO2OjaXA607XMVQJWVao2xp5Du1mBUWWOBzM8EPRiL0QOd4MhAVa/GuhaNSKFm9FlcnSXBDjixBxjgwahYpSkNd5QSZKoiH0GdjIo9unFBk8C1v2ghBVVRm5aLVTVJndvsPBLKLniNzHoRfTm0X0nBAvemY5aM1QWKkKAvLMSpWOrXJ2pUrLUtHlq3Z/14tQVUU0o9Ws8hxJUhH4Sw62pbPXm9KqW2ytt068PiSJICiPyvXDKGHuBmWGqG0Z2KZGnKQMxw5JkdVaq5gie/QIEX7QnyFJYlX1RlhELYwmbnnsLoqhGnULTZXx/Bi3KMOSJHGjsMgmO2orSNKM6cyjP5qTpjkrnRqtho2qyLh+WGTALG3dLxSW5OQSS3x9EcUJl3ZHRFHCqc02kgS7+2OSNCXNrpZs5HlOkGToisxPffwSrzpV543nm+xNQ37j4QEP7s7L53zpZpVvv6fL+a5NmGQYqszPfX6PJMv5trs7nG4Jm5RhaNimjh8I90YUp9SrJlsbLTRl2c67xDcPbsVY+OjFPj/564+RSxI/+QOvwHdc4jjljnOrqIpS5AGO2V5vst+f4fkhhq5y9lSXNBUFNLIsce7UCqoiM5o4fPaRA37q4xeZBSnbTYMff+d52lWjtLVqqsypzQ4XdwbEcVq2LrebFf75hx/j0sjnJ3/gFdct+sZxylOXeiRZxm2nV/D8iDBK2Fxr3oK9ucQ3GuZOwO7hGAmJM9udY/flC2RZzu7hGEUWBNHO/pit9dYxks7xQg56U9qtCof9GbIsc/uZFZRCZekGCRVT5d99+iKrNYO7ukIotHnESblAFCfsHkwKsVINqdjO3mhOo2bRaVWJo4THL/f50EM9fvuxIWNPqCDrlsoPfstZvvdVWzhzj2mhQD5KUi6Un4ahoqsKYZQW0VNC4JIUcQqVwuH4c5++xBevzHjX3R1ee6ZBvWpxaqP5DblA57gBB/0ZK50a9arIo5Yk6ZirNs9z+sO5mFe1KhwMZoWL1iDLhBDKC2JMXeVzF6f87GeucOdahR98zRZnuzbbG+3yubIsY+dgIlyjnRppltMfzvCDmNVunepXISpxvJCD/hRZEt0ShqGRFt8bVeumRGa3Gn+oycmjiJOU8cRlVuQ7NuoWricIrkbNKgigk9ngBXmQphmb603COOVS34UkRs5SfukLBwycmN2xh6Wr/Nyffz2/9OkLfOKRQxqmSreq87rzLbq2xiRIufdMF9NQuLw3wvNjLENDkiU6zQrt5nFVVVYc1I4bomoyjiNWJxRF4eypDmZxsuZ5fuJJcTNYNGr3h3MMXWWlUztGbC5CeOMkvc6SKvIr5vRGDlmaYZl6oQgVJ9sii0ItCoOUwpoq5dBuVWnVLW5UiuP5If2RQ5bldJoVJFliOhcW1Ypl0KiZx4pxForQvcMJQZSIPEhVoV6zqFetY4QQiJPc8YQFPAiFBbxqGxiGxmDqczCcU7V1NlsV/uDCgL1JQJpLeEnGt927Qm/i8e8+v4cXJcz8hHs2qrz39af4Jx+7yJN9l27NYLVu8uPfdS+qIvORhw5Ya5h0qwZKEqHJEpqmMJ56pGmGoausr9Rp1GySJOVwOGM680So9nOEaDgTylNx8buqLlQU6bocSbmIDqhaOlrRYO14IVGUCJIxz59VGanI0omEpQQoqsiFdKKMw7loux64MTsjj8OCkAyTZyYgW7bKqU6F050KTVOhaSq0TJm2rWHrShEYLfYjObh+CMBqRzSsL+zKh4MZcydA19WyVTFJUjZWG3iByBpd69bpDefYliDtTzqf4iTl0s7w2KrmAleVjgGOF5RZKpqq4PohjhdBLjIhF63bNyImyywSN6DdqNBs2McKa46W2hi6SrMuIgWyTJD4k7nHdO4jS8IKX6uaVKyr58LM8dk9mKAoUpFRorC+Ul/aiV5ALMnJJZb4+mAxcRiMHSxLZ2utye7BGNePhJsgv/q4x3sev/ZQn5qp8mffsA3Ak32P33y4z0MHouVUAu7frvGee7ucblnsTQM+9OiQx3se/9t33i7uS2QJSZaxLQ2K8SeOReB/u1lhfaX+jGWBSyzxhxW3YiwczXx+5YEdfvD1Z7h0ZYBpapwt8tsW1tgzmx16oznDkUO7VWFrrUmSZFy40keSJM6d6qKqCv3hjM8/dshPffwS8zDlVMvkx995jnbNJMtykiTFMnXWVupc2ROLG6vdGo4bsb5S5+d/9yn+84MH/B/f/1Jecm7l2HamacZTl/skiSAzbctgPHU5vdl+wcmAJV44LKLhZvOAbrvKaufkOcZ46jGauKyv1Dnoz1jt1o7lj6ZZxkFvRpKKAtbJ1OfUVotm7eq9+6cf7/OPfvNRVusGf/at56kqGVtr15fl5HnOZOYznDisdxtUK0bpJBhNXDqtKs26RZZlPHllwG9/+ZAPPjqk7wjHo6UpfN9rtvljrz5FEog4KpHjelX0IiJLhJKyYhk4XkAYimgpRVHKbMqKrfPkOOLfffoS/XnI33v3bVQNBbWIaVuoB3VNEarMr8NYmSQpez1B6K2vNiDPubQ7pFGzsW29jGMJo4RJ0dwuCoJEf8ciNi5NMnYHMx4dhrzhbIMvXp6y3qlytm0RhDFb61ebt4MwZudgzFqnjmVp9IcOnh+x2ql9VQTigpSOooQoTtA0lUbNpFG3BS/1dbwGfdOQkwsIu27MaOISRonIR5Slskym264eywdI04zLeyPqNZNOs0oQxvSHc1Ey065StQ3yXOQyur6wXYZhQs+NGfgpbpIzcmK++5VbnO5U+N4PfIKpF2MbCi8/3eIffP/L+PeffIrHey5VQ6FdNfiu15xmo2nz5UsjnJlLq2agAqaplZX3aZrRaggyM8szLu+OaDUqtBpfG6HgeoIQlCRYadcwTY04FieZH0aMpx5JkqJrarn6IkmSaLuSJTwvJAhjFEWU1nTaVUYTV+yzJCsLZEAQc82aRb1mXZeHkec5aZYTBBGXDqaM5j5JmmNZJq+6axUvTHniYE6UZrh+jClldC2FBy5PmYUpiqoQZzlvPdegNwv5nafGqJpKkuXcuVrhDeea/JtPX+bJvkeU5gRxys/8mdfx2JUxP/4fvowqS5iazJtu7/Dn336ef/vpy1wYuNiaQqOi8wOv3SZNUj731Ii6rbPSNOlUdPRcqEwrtsFgJPI41lfE/+d5zmDsMBw5pJmwLsuKTLdVoWLpTOYBczcgKZrQjpbE3AxkWUJXFdFOHafHrNFwXM0oSaAqCratY2gqcZIQhik5wp6SJNmxla+bgVT8Z+LF9J2YQfG9Nw85nIcczp6ZgJQQVoHNpsXZ1SpbLYuqCt2Kzj1n2miyxP7hlCwXJTtZJpSwzYZFlomgZU1VmMw8QKLTqtBpVU9snnbcgN3DKbIklJJpmjN1fAxNodmwqVetsrDK9UK2N9rH8lkXCKOEK3sjzp7qnvh7L4jYP5yysdoos0dlWbTOVyydvd6ENM0Ldaqw/NeKSIIoTugPHcIoLkuynm2wuEpUhhiGiFao2ILAn859DvpTNE1FQpDTpqGS5+D6EUmS0W7a2KZODssW2BcQS3JyiSVeePhBxJX9sVh4Xm2QZjm7BxPSa4Kb8zzn//qdy+xNQ95zb5fXn23w1MDnNx4e8ETfA0SO8mtON3jPvV026mIB91cePOR3nxrzlttbvOPODi1bRVHUIks7RpLkMk94faXxNd+/LbHEix23aiyczX0u749oNyqlCnHuisz9M1sd+qM5vf6M7Y0mnVaNJM14+nIfgHOnumiqwt7hmD94asBPffwSTphyum3yP77jHCsNi5ycIIhp1GyqtsFg7BCEMSvtKnM3ZK1b5zOPHfC+Dz/F3/uOu3jTS7eOu+LynAuX+0I1JklCxdmbce5UZ7kw8U0C1wu5tDdEkWXObXdPzPKLooSdgzH1qoXjBdQqJp3WcVfTgnCvWDqDsUPVNosyFXG8RUnGL37mIl+6MuEn/5uXc2VvRNU2hErymjlFkmYcLCzKq41S4DIYO8wcn05TkJQAVw7GfOjBfX7z4T67UyEGkSV42z1r/MDrTlNXRexVnl8Vw8gS4vguxEPtZgXPC5k6Im5KU4VFOc+FkMbLFc6vVvn3n7nA5VHA2+9sce92B8sS3EQUJ8fKUlVFNHGrqlKIdOQiMqUoTi2K5sR8VSrnrRJirr2IaMjznKxwTIhMzbxoDk9FWawfYZoaEoIkDoIE09TKRmxVFa81HLvIsowiS6yvXM2AzPOcp3bH/PLvXeFDj/S5Z73K3/u+l7LWqtArMigXje1wtYB5Y7XBdObhBTEr7Rq150hKCuGMsO77QQQSVCyDrbUmxgkq3q8XvunIyaPIMpETOZl5SBJYpo7nRyiKXKilYGd/XCoRe0MhnW7VbdJMtBmHUUyOOCHCKMEyNFa79eusyEma0hsIWW+rWWF36DCc+bzytlWe6Ln8zkN7+An0Zz5vv6PN2ZUKf+dXHsWPU7wo5dxKlf/1u+7g409N+OgjfSqGiiLBd9zb4XzX5t8/2KdiahiqzGrd5IfecJav7Ex46MoUWRaZfq853+F0t8Kvf2FX3HznOYYi8+pzTS70HB4/EKRrluWc71p0bI1PPTlCKk52S1f5rvu3eLrv8ruPHBLGQvb75nvWeNnpFv/yo08y8SLiNCNNUn7glet88dKEjzw+FGpJWeaN51u84Xybn/7Y0+xPAvHYNOcffu9dPNr3+b8+doE4zYjTnO952Rp/8i3n+Lu/8jA7Ix9dkVFk+MnvvYedScDPffYKMjmqLPGG2zv88ded4T/8/i6HsxBdldEVmT/z9tu4fDjj1/5gB4kcXZW5c6PO21+2xdN9jyBO0VUJ3w0wFdCKi2aluICEUYKqypiGVtrJJUmiagsSaVEgskCaZhwMZsRxyuZqA1mW2OuJzKooTsqLtK6rqLJEXOYritPwKJF2My3Xsgy6pgqCMc0IgusbqI9et+SiCTyOE5I0F42gskyWZdeRmTdCnudM/ETYr+fCgr2wYvfmEdEzKD0lCTq2xkpV51TH5lSnQttSWKub3LnVZKVVIQhjekNhjVvt1DB0jeHEKRYU4rLwx7auFhaZhiqiD4BOq0K3Vb3hDV6cpBz0p6RpkQMqizzNjdUGSIgSGTco8xd1XWE2D65rXFvA8yP2+1PObR+/qbxKXHaOZbomScrU8TkczJElUYDUqFnCSuGGTGaeOM5k6LaqdFu1E7Npng3XEpXtho1paIynHsOJW9wEZOiaSpYVjehpjqxIokXuJtrHl7g1+EYYD5dY4psFWZZx0J8xcwIMXWWtW+PS7uhYqVue5zzW89ifhrz9zjZP9j1Otwwe7Xn85kMDLox8QBTLvf5sk3ff06Vb0XjowOELV+b8iddscDCPaJoqjYooL9MURRQHICadtqVfF7mxxBLfzLgVY+Fs7guFUbdeEjll3ttmi73elNHY5dzpFVHsmWU8fWlAlmclMXl5d8SXL4/4wMcu4UYpZzsWf/3tZ1lpiPLNmROw0q6K/O4kxfVDKpawedcqBoOxiNf6whOHvPberWOL14t88yzLCKKE7bUWB/0pZ7c7x6K1lvjDj4XrcTT1WO/WWelcnzO6cHwFYVwIeURhyrUt3L3hHNcTsWRRlHJ2u03FNo89Jsvhz/6rz/GmO9q84UyDM1vtE8cf1wvZ70+FCKrovMiyjOHYZTr3aTeviqFGE4cPfmGH33pkwOM9r3yOuzdq/MC3nOGujiGy7o90GshF6SqAqirFuZRx0Bf5r6XDDyGAmkc5H39yyEcfGbDVMPgzbzzFfedWjjV7L4RbSSoKZ5MkK4nFLBPcRpblIsIsv7otggXLyw4FqexBEF+KLFyfUZwyc3wqtkG3VUUp3JwzN+T0RuvYuesHEReuDFAVhc21BtUjitf9sYc/d/mPD+xxOI/4k289z0vOdAA46M/IsqzknbJMHB+QI8kyYRiz0qlRtW+elIzjlLkXMJuLUqIkTVFlGdvW2VhtXicOO3q8RFGCFwgyNghjKrUK6+2TexNuJV705OStapWN4oTx1GPuBkXuoWiHbhfFNhJSmc+naQoVS8e2dPwgZjx1y4P12oElyzL6IwfHDa+TZC9akZIkY71b52AwLRSKMXmWY5k65051CKOEy/sTbjvdYR5m7E98nCBmPAvoWBLbnSq/8sAVkGSQZCxN4btevs5nnhzyuadH4sTMc7717i53rVX5Jx+7QJrn5LlEw9L4se+4i889PeJDXzlEUcTqwve+apvX3d7lf//PX2bmRqRpSt02+Lvf91K+dGXCh798gCJDFMa8fKvGW16yyW986YAozZEliKOYN51r4mUSj+zNCIIIWYJzK1Xu2W7ylZ0pXhDTalg0KiYdS+Zg4DBxA1RZxjJUOg2bbqtSWrezLGMwcRmOHJIkRZIlDE1hbaVBrXJVVZZlGXNXqFjjIlC+XjVRVZnecI7vx0iyVNiQM6IoQZHlctUqByxDQ1MVojghCGN0XaVetahVjJta1XS9kMt7I9I0JU3zY4rFxYqNkHgLO7TIgzzeTH0SJKBRN1ntNgiCiMPBnChOKZ6ilNAvHltmRxY/O/r0N3otWRKrR1M/peeIzMeBE3M4jzichfSciPhZCMhuRSszIFerOmt18X21YbLaqpJlGWGUUKtatBo2mqrguCH90RxVlVnt1NFUheHYYTB2CmJXvI96XRB5QZgU9nRxDVhpV4VS8gZEXpbnDIZX1axBKM5dSZJo1Gy67eszFhclMrMiTqDZsFm9JvYARD7LcOJwZqtT2sQvPoPle+dgjGXotJo2s3nAdO4RxSlZlmMZooFekiRRYOOFSEC1YlCvWtctfNwM/ECUhDluSJ6La5gqi4nyYsUsz3OCMGE4dsiyjNNbnef8Okt8dViSk0ss8cJg7gTs96bkeUa3XcNxA8Yz/9hjHjlw+PWH+gy9mO+6b4VvOdvk9y/P+NCjg1IhoikSbzrf4l13d2jbGr9/ecpvPDQgznLedVeHN55fZIhTFPaJ0sA8z2k1hHVbOUFtv8QS38y4FWPhvMj9Xrg/hmMH14/YWG1weXeA48WcP9WhVrUKBeOAJEk5e6qLpso8fuGQp3su/+hjF3HClPMdi7/6tjN06haWpTGauKx167heRK1iMJ0HZHlOq24TxgmXenP+6e9c5u++53bObDSvy5lcLI67XkS9ZuJ4IdvLRYpvagRhzIUrAyRJ4vzp7oniANcL2e9NsW2dMEw4vdm+bgwJo5jdAxHx5ngBzZrN1nrz2Lz1K1cm/JMPPUZ/FvKDr9nkbfessdKuXsel5Hle8BcBG6uNUvWXZTnDicN0diQWT5Fx3JDPPLzHbz7U4/OXpiSFUqZd0fnu+7d47ekaep6WwhsJQVuAVJKVrYZNrWKwezglCOJy8ipLwhIeJikP7rncv1nlsZ7L4z2X73vdGV56tntrPogT4AcRB/0ZuqaytlJHVWTSNGPnYIypa6x2a8cI0v3+lOHIYWO1QadVLXM1P/l4n1/41AWe7jl84Pvv49xWu7w2iPjAKZIklRFfYRRzeW8sPuM8L+zb5g23c4E4SXHcEMcLiKJUzPeKzwcJdE1hY7V5bC6ZF1nX/hEiMs9zRn7K4z2Pr+zNePDyhFZV5+f/4hufh718HC9qcjLPcy7sDCEXRF7VNrBt/WvKH8gyYZGeFYPboryjUbcLFZcqPrCpy3ji0ahbdJqV6wirMr9h7NBtV5+xeGeR+SZyI2R0TaHVsJlMPfxAEGn1iknO1VD2KE6KxmxdFJsoQgrt+RG2pdNq2OiaWsqav1YCd9FGPpq4aKpCp1UtC3KSRDShu55QnWaZuOm/1oYaRgmD0Zyp40MuTpA8FySTrokW7EYhF3fcgNFUqL6SJC3eu/iblXaNTkvs8zhOGYwdHE+U1qSpsL3XqiaNqnWiTH44nrPXExmiiiyRI+TlrbqNosgiayrLqNgG9arIt3i2/ZfnOa4fMZq4zJ2AJE1v2o59Eq61YDdqFivtKpOZz8wJSNOszImMopgofga7tHQyERklGQM3YuQlpepx4EYM3Zj+sxCQsiTs1is1nZWKxmpNZ61usFrRaVe0gnAtVp9kSZQiWTphlGAaGq1mRdiHi/NkNHGxilImRZHojxyGY6eU90sS1KtWMZhJmLrKcOKRk6GrKrqusrl28gpQnufMHNEI325VMDSVg/6Mes2kW6yqL1arNo/I6K9FHKdc2h2SZRmyLJfHx6KcZjx1cb2I9dU6l3ZGbK41rst1yfJcWCoqJp1mpTyvhmMX01AxdQ2nWPmsVU2aNRtNU4qyqZCZ4xNFKYahUq+aVO1nJ8vTNGM0FaudFUvHMnXmrhi0bEsvrhlC8f31yG5ZYklOLrHE840kzdg7GBMWi3nVisF+b1b+fuEIaNkaP/f5Pc62TV51qs7vXZ7x4ceGDF2R22yoMm+9vcU77+ogS/BYz+NVp+p85sIES5N52WYN01DLIrk8z4TLpMgVrleffXKxxBLfrLiVY2Ge5/QGwhHWqJkiXy1O2N5o0WqI+6+LO0PCKOHcdoekyIDcnwa8/6Oilftsx+Kvve0MnbpZ2Ldd1jp1Zo7P+kqd4cTF8yNObbY47M9wgoR/8KGneMudXf74q7ZY6x5/DwsRTBDGJSHz1RZZLPGHC0L9OKM3mNNt14Sb6xosSDEQc5LTm+3r5rmLeVV/NCdJUmRJYnO9Sb1qHXvMJx/vE8Ypr9iq8aULQ974ks0TS2eiOGG/N0WWJTZWGqUI6ygvYOhXC2zjOOHhi31+48F9Pv7EmGkgHAkScP+ZJm+/s8Ptrat9EYviVZE9KSNLkojZa1UZzzzGE68stJUkMZ9Msozdsc9vPzbigctT1uoGf/u77+Hl1+S6fi3wgojeQDhm1444Yj0/Yu9wwvqKyOZcYCFKkmWJ286soCoKMz+mbmn8w//yFR64MOTtd7b5/jecZ+VIv8hCPatpouRmoYIdjh3h7Fhp3PD6kOc5cSKs5q4fEobC7Vm1DaoVkyzL2DuckqQpmqqUBcrXEpEgIvfmUcajhy5fujLlgYsj+rPw2OuZmsKv//jbqBjPr7PueSEnn3jiCX70R3+UwWBAs9nk3/ybf8O999577DG3egDyggjXC3E90XZo6ioV2xAt0c8gkxdqoRjHC4tMuEiQWxWT9W6dIIoZFYUlWSYskIsGtmbDJs/yMosgzTLSNCsUWR6apmDqKllOSZodfd00y4lj0ViFJGGbGmEkbmLDKCouEhJhFBd2cotuu0pv6JDn+YnFN1fJDpE70W1Xb/nqfBDGDMYOYZjQbNhULI3BWGR4aoqwiq60q9ROyMhbWKMPBzP8ICLPKbMgcgTJvNatI0lwWNiuZEWQs2maF23VV0njHMrSHV1TiOOUim3QaVWPrQpEccJBf8qkaBLTFAXT0ESuZRghSbJQN6jC0n9UKn4Sskwcc7O5z8zxieMMJEFuP9MZJUviQnxSnOOCRJQAeREcrCqkaUacZkK9qwiZeZwkpb35+teQiiDijGmQ0Hdihm5E3xGk48CNGDhxOWA807Z2KjprNZ3Vus5a1WCtZtCtqrRtDVUWpLesSMX5IVSzmqagFedJXoQAZ5kgjDdWG+iaSpJmjMYOMyegUbdoNyriMx/My2brxT5p1m2yLENRFBRZZjJzUWSZ9dVGSfovsh1Fs1yl/Ow8X2RrWKZOp2lzOJyT55TlNEcxmrpMZ/6Jq5ELLAaNKEpoNWzmbojnR6iqTKNmFS3yAdvrzetWuNIs49LuiE6zQq1iMp66jGce9apY4Dj6mlmWMXNEqHSaZjTrNo2asBPleU4YJderKivmscyQIIwZjITqtN2sXLdAkmU5czdgPPXKxY61bv1Zj/0lbj2W5OQSSzx/mM59DgeCiLR0lfHMF9YuxDX9K/tCKakqMj/2jrN4UcrvPDnmI48PmYcipL9qKLzjjjZvvaONG6Z85PEhn7s45SWbVf7U67bQVLm0gBm6ShAlpZpqrVtf2jWXWOImcCtddXuHE2GnliRcLyIII5p1m821prBW743x/JDTWx1GE5fR1KU3C3n/Ry8y9hNOtUz++tvP0K2LQs3R1KPdqOAHMac2WhwOZnhBzOZqg/3+FPKcn/7EZVbrJn/iNRucP9U9di/leiG94RxZkojipHRkLbNmlziKJEl46vKQNBVqXvsakQMIknswEvOZrfXr1bkg5hyH/RmTuY+EcARurbeK3oermHoRP/zPPs1qVedPvuksb7h348Q5gOuFHPRn1KqCWzgaQ+b6IYOiwLbdrFCvCkHVXm/Kh7+0x+8+OebhA6d8fN1UeeNtLV65XWO7YZR26oUwR5HloqNCpVu47XrDeVGaI5XzdVVVCMKYBy7PuGPFxo9TfvXhIe966SZvvnuVdvW5kf55nuO4IYOxU7r4FlzCYv7nBxHb61dt3HGSsn84wfFC2s0KmmnwiUf7/OaDewznIe/7Y/cwcUK6TYtTG8fLrhYRD7YpOk8cNygITpntjSZV+/g8ctHu7fpi7plmOboq+iMqllFGzUVxwt7BBL/oAKlXTNI8JyyISF1TMU2VSZDx6P6cL16e8AcXR+yNj7tINEXiJaeavOpsm1ef73DvVgNdff5FLM8LOfmOd7yDH/mRH+G9730v//E//kfe//7385nPfObYY27VALRQMR3FYvLueGGhvMvKJmbbEmqtuRvguCFpmqFqCnkmGqtNXaNRE2HHaZoXhGOKHyTESVI8v8iYNA0NXVOQFbk8kRw3JCen26xiGKoIQi1+L8vCyrvIPtE1hTCKadbtUvqb5zmHwzn94QxFltneaFGxDfaKFT8/iKnaBqe3OycWfRzdBzMnYDByqNg63XbtxMKOrwVBGLGzPyEIY2xLZ6UtGqPSTDR4u15IpyVUo2mWM566zOY+pqnTaVYwDY0sFw3bo4krGqOSpLQm26bOma0WhnH1wpykKaOJy2TqE6diRUgtwmcp7Otp0aAnSeIE9MO4UEnKNOsWpqkThDFhGGMWilu3KPLpNCuEi1wJS6fdrBYrQSlzN2Dm+PhBTJJmRX5GfkMyUnzuYvsWRUzPBmGpvvr/uqoU+ynDD5LrgvqDOGPsR4zchF6R/zhwIwY3oX4EsDSZbkWnWxU27KP/bttCAXlUxSlIYBVVlYmjRIR5yzKqImEaIldrMvMgB8vWWGldVdDO3YD+UJBlSrFa3KhZpGnGfm/KeOaVwcayJFGvWSSpIOtFe7hoo95aO3kgzvOc4dhhOg/otitMZqKherVbEzb/mcf6SuPEv11gkbNyZqvzjIsa46nHdO5xerONLMtEccJs7nPQn5HnOY1iQroY1JIk5dLuiG67gh8kON7JzdsnIU0zkY0791EkqSjsuUr8L1SVcycgiMRqfJykWIbGSqd2nXrzRq8xnnr0R/Mi76RJu/n854osIbAkJ5dY4tYjSVJ2DyckSUoUp8RJeiw8H+BffOoKO5OAb79nhbvXKnziyRGfeGpMULgR2rbGu+7u8IazDbw4o2Vr/L+/t4euyLzjzjbdqo4si4mfuPfIhNphtU7NfvYSsyWWWOIqbpWr7vLeCMvUcL0Iy9SYznxUTSkJw73ehOnMF+qsqUeUJCUxOXRjNhsG/+M7zrJSN7EsnbkTYJk6qiKzudZkvzclzcS57gURcZxyZqvDg1cmNOSM2053j91DRlHC5f0RzZrN3BUlIZapn6iOW2IJEFmOu4dTahWDU5vt65xNcZKysz8ijNIya/+k8SYIY67siUxlVVPoNK9/bBCn/IfPXeLffvIC3/fydX7kbbdTsU6eZy0avFc61zskkyRlPPWYOT6WKVycpqHhBREPPtnjtx/p8emnJ0z8q+KYtZrOa043eM2ZOms1oyApJXKEEEkUyggBiG1p9EeipVou+hJkSUJWZLI0ZRak/MGVGV/cnfNEz+VPvP40P/T6s/TdiDMrtdLVdy2SNGMydZnMfaqFwOno+RuEwi7fatilgGNhe59MXXbGAdW6zWvvWOUv/OvPY6gyrz1d51Vnm0hZzvpq/ZhyFcTc7fLuiGZdlALv9aZC2b3WotmwSdIUP4iLr4i0KM+yTI2KJfiso6KWNM1w3IDD4ZwgjJEAw9CwLR3b1DEMjb1pwIOXJ3zx0pgHL43pz48rIxVZ4t6tBq882+bV59u89FQTU3vhF1ZvOTnZ6/W48847GQwGqKqwQG9sbPDZz36Ws2fPlo+7FQOQCDHuY+gq1YpZEopZoWA8qmiM45QkScvVclmW0VUFJCGNzslpNypUbANFllEUEeI3dXxcNzwW/ur6Ef2CPZdliW5LlOeMZx7r3eMy3wWSJGUwdssMiCwXhMLWeuuYwi9OUi7vjui2KsycgLkb0qxZrK3UeepynyzNaDZsHDek1bwaVHsjLIjY/tApCMTrczGfK8IooTcUtujVTh3b0onihNHEw/ECbFMXqweawn5vymTqoaoKq53adWTMYvt6wzlBEIt9r8rkR9qxdF3B1PXS9t6sW9SrVnlSCklziOMKgjHLc6I4OVbwIlZPr1rDF0S1KDwR9vckSQtFZ4xpqOVFIcsXQbk5iyc5qatGksTraJqKIsuEUUwUp8+6P4+Sf4oi065bJFnG3AmZ+TFDN2boxUz8mP48YuQVP3Nj3OiZn1+SxORqrW6w1bLpVjQapkLHVlmpaJiqfLwx5wQosoRl6iiKhOsLZfFisKhYOhXbwA8ixjNPkIGdGral0x+JVbKVdpUkFUHKiiLTqFt4XsTM8Qv1cFISvIosUauYxGmKZeh4fkgYJTRqFhtrDTT1maXkcZKydzjBcUPqVZNmw6Y3mF+nqHwmBGHMzv6YU5utEy0OC8zdgN5gzpktobTcORhjWwaNqslTl/tl0YyhazhegKkLMr7bOllVfDOI45TxzGNeFDm0GnbRNp4xnLgFqS6s3l4QIQG1ikm9Zt50wc1iRW6lfX0w9xLPD5bk5BJL3FpMZh694YwkyYp7PIEsz3lwd86jhy4/9KoNDucheQ4feXzEZy5MypyszbrBt93T4ZXbdb687/Dbjw6J0oz/z7vPl9duXVXQNJElqSjys5axLbHEEs+MWzEWOm6A60XM3YDVbp2D/hRyuO3MCooiMxjNORzMMHQNVVVwPZ/BPOL9H71Ez4lYq+n82DvPsVoX900iXiin06zQblbY78+QJfADIcwYTz0+dXnOPdstTtcUGjX7WHxDmmZc2Bmw1q1zOJiRJCmGrnF2u7NcvFjiGZGmKZcKhe9qp1aU9R6fQ48mLoeDOZapcWarfeL4k+c505nPzuG45Dg2VprUrokZ8cIEP4zZ68/4F79zkT/9tju4/1z7+u3KMnoDwYOsrdSvIzKFICdiPPUKAZNBo26hawqHgzkff+iAz16c8ODO7FiJ6umWyf3bNV6+VWOjfrz0ZSH20VSFVtPGD2ImU08UzSJELZalEYUJYZzixylxmrPaMPi7/+VxJn7C3etVXn22xR99zSkURSZJhPgjz3PhUKtb13EU/ZFT5MI20TWVmR8TBiGXD6b828/v8tDeHE2R+eOvPc33v2aLw8EMqxDrBGHM9kbrOrFLnKRc2hlQrZjMnYA4SVFUGdvUiQveQFFkLEPDMnVMUyufY9GVEYQJQRgRhML5FkZCwKRpChsrDSzL4InDOQ9eGvOFS2O+dHnMzD/umFQViXs2G7ziTIv7z7R4+ZnWiZbthZDMtvRnFO7cKtxycvKBBx7gh3/4h3n44YfLn732ta/lfe97H295y1vKny0GoE984hNUq1U2NjbY2Nh4Tq+VZRkXdwYkSU4YC0uxqillY1OaCiWdUNfJqEX2Yg7EUUKUpKJopVBPmrqGZWoYhorvR3hBTLdVvaHNcXFy9odzKHIBF7bVBYIwpj+aE8cp3VYVXVfZO5xQr5qlWnKBMIy5sj9ma72FZQpSxPMjLu0OieOU7Y0WtarJzv4Yy9RQZJmpU7Rm1Z+dpFwUjpiGxmqn9pxJyjhJOezPSNKU1W79RKm5qKkPS7uDoausdmukiVBm1apmIdEWgbrj4sJSr1qsdq8WjaRpyuFgznjqkqRi9URTFVRVwdBVahWRp7A4SRb2XccLr8q9FaXMLNQUYQGv2jrtRpU0z/H8ED8QJ3ZSPC4vfNWL0hpZlgp78vH3Kcp08mP/f20hzQKSBIamECfZ1SDg4qOaBwkjP6E/jxi6ESM3LsnHkRfjP0OW5AK2LtOpFOUzNZ2NpsX5tRpbLZuqLhNHMVGUEsbPbONevI+KbWCaKs48FDb6I79XFVkQYqaOX8QhiBstlc21q8ctiOOlNxSf4WK1uV61mM59dg/Gx4hbWYKKrQNin7ueIP5XOrUTM12vRZpmpdx+bUWU6VzaFVlCZzbb1K5ZsXo2RHHC5b0Rm6vNMlv1JPhBxM7+GEMXq1OLUh0x8Axp1E0OenMURUJVZCxLp1GzqNrmV9XAfe1r94Zz5m6Aosistmu0m8cJ2DTNCsVvQBwnWKZOvWYVRQ3Lm+JvFCzJySWWuDWIk5Td/TFeEF23OPiFnRm/9pU+aZ7zHfeusF7T+dBjQx64MivH+PMdi/fc0+W+jQqKLPNPf/cyQzfmXXd3ePWpRukSSNMMyKnXrCKPfFlmscQSXytuVSHOaOyyvlrn8t4IgO31FpapM566XNkfY+gqzbrFYOQwciP+0Ucvsj+L6FZ1/ua3nmW1aaEpQsAShjGnN9tUK6YgOhEum3azwt7hlCcmEf/yExf4wA+9gooKW+utclsWuZYr7SqHgzmSLBaZbz+7usz4XuKmscgzRILN1QaN2vEogDhOubAzIEmEate4QblSnufsHowZTz1MQ0Mp5mbXljEFUcovfvoCv/DZS5xbqfCX33039203r3u+o7zAWrdxbA549DU9P2Iy9wmCGE1TqFVMNFXm8sGUTz0x4PcuT/nK3vyY8Kdb0XjlqTov2ahyW9e+TvWoKDKWqWEaGo4bEkZxOa+pWDrVikFvMC/n3SMv5qlRiBPEvPueLv/+gX0+fWEinIJVne9/1RZnVyr8xpcPMXWVKEmQ0ow/8qptPndpym88uM/uyGPkRvy977qLO1dtPvHEiLe9ZJOGLjOeetiWTqNucdCbYpka9apFluUkaUaSCgeH70e4flS2gi84kAXxJyuiADguFlbjRHylZdyZhFaQtLIiMXcCwjBmnuT0vIwnei6P7M148nB+nXvS1BReeqrJK840ecWZNvdtNTD1k7mgRfTXoly4VjVpN21U5UVKTv7Ij/wIDz30UPmz17zmNbz//e8/kZxc4Cd+4if4+3//7z+n18rznAcf2fmat3mJJW418jzHCVPGfszESxj7MWMvZuwlTHzxfezHz2q7BqgZCu2KRsfWiu86nYpW/sy6wYVliSW+Frzi3lNf7034psGSnFxiia8Ni1gPYbe8Oq6mWc7lsc+5js2HHx3SslVqhsKHHhvx0P7VDKz7Nqq8p2je/vhTYy6PfP7a284wD1NqhiKysRVZZHeZOqudGhXbWC7yLLHELcStsnUnacbl3SGaplK1DdrNCoPxnN2DCc26jaGrDEZzZn7CP/rYRXYmIW1b48ffeY7Nlo0sg6ooeEHE7WdWMHSN3nBOmqZkuRAcHPRnzHOF//lXHuL9/+392CScP7VybOF552BMxdIJwqQsU73z7NqJZZ1LLPFMyPKcg96U6dxH05TrxBN5ntMfClXw2mqD1WdwP4VRwoUrfZFZqIn4sPWV67P4/TDhFz75FGtVjTe/ZJNPPjHkW+9bx7jG6htGSdk2fTTS6iREccK8yMxfxO5Bzv7I4/cvjvnSvsvD+8eJNVOTuWe9yh1dm7tXbdYbhuhXoOhoAGQZcqRSbLSALHNdR4NpKOS5zOE8YOgIR+I961UapsYvPLBHFKcossR6w+Tb713h6YHL0I3p2CobdQNZFv0PFKKmRWbmogdjEesGFL+TyDPRH5EV+3xRbKuqCuSUzl6xzULQslCKqqoiYtYKgd3BxOXLl8Zc6HtcGgdcGHpM/esFSDVT5a61KnetVbhrvcrZjo0qH1WjiujBRX7nIg/XK1yStapFs3ZyufDziefF1n3HHXcwHA5vytb9tSgn8zznwpUBkiQVzUQiDHQ09ZhMvbIlOwfGE5fx1KPVsGk3K8ydgMHY4cxWB1mWygyFhVUahBrP9cKivTkXbbqGVuQeemXwaF7UCZu6KAGZOSFplhYtyzadZoXDwexEtSTAbO6X23I0P0Dk1A1ZX21QsQziOOHpKwOyLGd9pS6yKA8nGLrGSrfGdCqyLG/UIH4tPD8qwpk5MZsuyzIGI4e5GxYV9iffiHt+VGTVCcvqtY+Lk5T+UITyZsXFRtcUcsA0NNpNG8cVAa8VyygzKk5CEETsFLbdBWQZFFkp1IgSskz53hfh9JIklfZ+SZbRFGHlCKOUk06AoxeVRXmReC3xPDM/LUjGmLGfMCm+CwIyZuInpT3smSABdUulY2tHCEdBPnYqGm1bw1CFJV1VZHRdo1YxqVUMkUXo+GWu6qKM55leVZElGjWLRt3C8UKmM588F1mesiSk/qoqbO+GrpYN8JIkUbF1sjRnMHHIM3HMK0UG5aKoJUpSarbJSqeKroksnp39MZ4fHXvPSGJbFEUpWsTU8tgZjh3CKKHTql6XZ7JAmmZlQ3y3XaVWMRjPfMYn5KBcbQR3rlN3PhuyLOfy3pBGzT4xtHyxit5pVrm0O6RWNZg7gShGUGTqVQs/jNlaa173t0mSMnUC5o4vCoMqJvWadcNBvSyiihJadZtm3b5OfbnIe5k6Ppah0WlVb3guxUkqoiOK19d1lTRJRaFVp0aj9tzUpkt89ViSk0ss8dVj5vhc3Bkey5OMkoxPPT3hw48N6VQ0/upbT/PgnrBnXxiJ0HdJgledqvPuu7ucapn8u9/f53OXprz2dJ2339lmsyEsb6oqYxtCGf/VRnIsscQ3K/71v/7XfOADH+CRRx7hp37qp/hLf+kv3fCxtyTyK824uDOkVjWJooSN1QY7+yMm84DVTpU4yZjNPZww5QMfu8ilUUDDUvmb7zzHqXYFyFFVhTCMufP8GoqiMBg7BGFMvWIynrm4XkS7WWEY5hxMfG5ramXM1QKDkWgKr1dNesM5jhtyarO9vLda4mtCEMbsHIzJsuxIA/PV4y6KEp663Bet0adXbuiSzPOcwdihP3SQZUou5aQCtzhOeehin5/+yNMczEL+6GtO8T2v2ma1ftwW7gei8FaWZVY7tRvOP45uQ5yIbEXPj/D8kDhOmXkRDx86fGnP4Uu7c5zwuAuiZijcuVrhfMfiXMfiVMtEU0S3h1zMv9IsOxbvJopcJKLk6nNVbJ1us4KmCzfEZObheiG2paMW89MwSoiipNwnSZKKDpG8KIAteBs/FNF0R+dwi4WSOE7LMl/D0EiSrHQhLohBTVWuu7dIs5ydkcfjBzMe35vx8M6EJw4dZicU2qqKxJ3rNe7bbnLfdoOXbDfZalk3vF9ZFNaKglWfuROUZLWqyGTF70HMhdM0Y2OteSyy4vnC81KI87a3vY33vve9ZSHO+973Pj772c8ee8ytbGQ7acdnWUZ/5DCauEiSRLdVKYnB0cRl7gRsb7SYOQHDsUOzbtNuVW5YTiFkyTEH/QlBlGBogqgUFliN6cxjOvcxDQ1VkQmjRLQqFWUsqipsl9127RihMJl5TGYepzc7x36epCkXd4ZsrTWPXXTyPOdwMGM691FkmbVujSQVFumNlQa2pTOZeQwnLvWKSaddfVbrQBDG9IdiEF3p1KhYOqOJaBLuFoU2J7VuO25If+ygqworndp1J+SCtIyKTMFaxWSlU0NTFYIw4nAwZ+YE4gKrKKx0qnROyGuK4oTh2GE89YsCJKnMmMiPnDyyJOxWFUsnRyrzCkFMLiRZrKjE11ilpSL0UVEkpmHKYBYy8ROmvmi0nvoJs+L7NBD/vgneEQloWCpNS6NpqbTsq99blkrT1mhZGqpy44nOor1scQxEcXq1+b3Y7mfaFFmSqFREWZGuqYyKUqIoTpEQg9GiJtwu8iODMCZJMixTo1Y1qdgGUZRwOJghAWvdOkgSg9Gc6dwnSTIURaLVEI3TfhDh+cctdWJVS1jhF3mueZ6jqQpb683rg4LTjMHYwXED2s0qzbo4BpM0oz+cF5mIYqK4iBGo16wbBkKDGFx3DsbUKuZN509C0aa2N6JaMcuSmDzPOejPkCTotquMxuJ8SZIUXVfRNY161SDLckZTTxDLmlLmqF572c2BNMlEYUMuVt00VUYu3nMciwgKvWhCVxSpXPESjxUDm1YMKiDykIYThyhKadZFI+S151aaZUymXpkXKisyaZKWJV1LvDBYkpNLLPHcMZ447BxMjiklF1E+/+JTVwiTjHfc0abvRHzk8REDV5TSqbLE6881ecedbS6PAg7nIX/kpas83nPZbBhUDRUJsG2d1XaN+gn3QEssscTN4cEHH0TXdX7yJ3+S1772tc87Oen5IVGcMhg5gkBcLOo2KkVGm4hM+sBHL/DUwKdqKPytd53jTKcq1Fe5mIzfcW4VWZYZTV1cN2R9tc7FK0OQIMslHh1F/JFXbjGainu/te7V7Z27ouhze73FhZ0BeZ5jaCqntzpf1XtaYomjWIgu+qM5qiwjKzJr3fox8cVeb8Jw5LC+2ripuVGaZiRZVmTVG6x269dZeF0/5NMP7/PRx4e8+rYV/thrT/OFiyNedrp1zHYdhDGHgxnksNq9uWLOa99fEMYMx0JYdnHk8dihyyOHDk/0vGM5lSCiwbabJuc6FqdbJptNg1Mtm1bVwLZEL4LjBuXcfbErpGIuKskiUuxorqfnR+z3ptSqIrf/yt6YPMuLFu9aWa46nnqMpy6bR/ga0cPh4nghVdsgCBNkWSKKElpNm3bj+Bw0iFOuDF0u9l0uDlwuDVwu9h2uDD3C5Pp4N1mC090Kd67XuHerwX3bTe5cr12naL3RvvXDmPk8wPVDZFmmXrzHo5/3olhZ8GjQrNvUKuYxEd3zheeFnHzsscd473vfy3A4pF6v87M/+7Pcd999xx7zfE7GsjwvlZKNovHXD2JWu3U8PyIMY2pVk8HYoV616LZuQmUYROwdTui2qjTrdknOHQ5nhGGCqor27mrFpGqLtqndgwmmoWKZgjCcO4GQ+6qidUpVFeIo4dTm8Wr5JM24tDM4dqBfC8cL2T+ciNKNPGelU2M8cUGCjdWGyKOc+wzHbtHWXX3WnIA4Ttk9HIsSnrrF1lrzxCb0hQrNtozrCnayLCtPVJDIcpHJVK8IosbzI2ZOQJplWKaOZWjkiCZr1w1J0gxZESRMVjRfZlnGgsxahN5qqoxt6ZimjqEpOH7EbC4KVhZ67rwornHChHmY4oRXCcZ5kOJEKfMoZeREjL34upWZZ4IkQcNUaVkaTVt879Z02hWNmq7QtFQa5vXEo6rKSAvZ+eK5OE4wFlzhib9b/F68v5O3TYQFW9imjuOJ/ZIUWRULQsu2dCxDJc/Fao8gvyBOMqq2zmq3jq6phGHMwWAGUEr1/SBiNPEIo4RaVUjrRxOPIIqPlQVJgFQ01C+2W0KsaGmagq4pKIpMEIhcy06zgm0Zx/Jh00wU6UxnHnKhzlzt1KhVTIIw5qA/Q9cU1lYax9ro0yxn7sdMvIitlk0Qp/zBxRFBnNIfu9QNhe94zVl++ysHPHU4J81FmdYff/UWWQ6/+NlLpFmOBJxuW7z1zi6/+1iPg1mIqSnIUs7Lt+rYmsyVcUCzotOo6OSJIH2bDVuUCBUD3mF/xtqKyGmVFfkZG7rzPGc29zkczkWjfNG6vVhtz8pM3aulUXGSltkkyZFVQVVVRN5pmuH7EZYlVgmzPGc4dokLIrJZt46d62IRYJmH9EJhSU4uscTNIcsyDvozBuP5MavW2Iv5yONDHjlw+Z/efZ6xF/Oppyd84slxWRxX0RXeenuLt93R5tMXJnzs8RFtW+Nb72rz6tMiZkhVJDbXmjTrla85F3iJJZa4ive+9728+tWvvily8mvtI3jyUr8sc5zMPGzLIAgikSEZJfzjj1/moQMHW5f5sW89x22rVTRNKReCbz+ziixLTArhyenNNpf3RmRZhh/E/NKDA5ww4X/7Yy9lvzcpW8BBPP+V/RHnT3XZ703Jikn+vbdvLBc5lrilSNOMg/6UMEpKq/FKu1YqeIMg5ukrfRRF5sxW5xmVjJOZR38oeikWtt5KxWCtUz9m6xU8gMdw7GKYOn/rlx/CCRK+6/5N3v2yTc50K+VjFwW6SZLRbVcLfuS5nwMLVeNw4uIFEU/2XJ7oe1wY+lwY+sxvMH9vWiqbDYPNhimKYds2NUOmokpYqlxui4QQKGW5WLxUVWF1X+3W6Q2FEKdeNVnv1ss8zzCK2TucYps6q90aOcIJO556yLIkioFVhcu7Q7w4I8wgUzV6s5D9ic/BxBffpwG9WXDDOb2uSJzp2Ny73eTuzQZ3btS4bbV2w6zIk5AUTd6ifyAt8jDNE6NpwkgQq64fUi9EOV9rkfJzxfNCTt4MblWuyOFgjq4rGJqKqirMHZ/JzC/t24udHsUJF68MiZMETVNp1Cy6N6EqXCgVgzBma72FqsilIvDai0AUJ7hexGjq4vkhtmnQqIkP3zS0Qvklil6GI0copGQJw9CE1bZmoSoyl3ZHbKw2nrGIA4S0+Mr+GNNQhRJOEk3Hw4lDq3HVnj53AwYjB11Tr1M4LhCGMfv9KZom7LWTmcfcDWg3REt5nucMJy7TmU+jZlGvmsTp1bDWsChHiYuSIRDWbU0VWU2LxxmGRtXS0TS1vJDKRVZDmglSZjJzSa9ZKJAkRCu7rZNJCoNZyMHEZTgXjdazMGVeqBqd4t/zUPz7ZlSOCygy1E2VuqnSMFUallZ8V8vvi99fG877XHGUhJQlQRzmCIXhQh2aJBlZnqMqSikPvxaqIlOx9bIZLAhjiqSB4nWEyk6WxQvmCMJTU2QMXRRAqcpVW7wfRsydgCQRFviKpZPnQvqdpBmKLBWN5ELVF4TxMTvdtZBlQTZbpo6hCwu4IB+vrlDHScp0LlS0pqGyIKMXknM3THCjlKmf4McZd61V8KKE33lqwrz4vO9Yq/B992/ygQ8/yWefHqMqEjVT5X/+zjtJs5z/59NX0FUZXZG5c83mzedbPLAz42AWCdJWlvjOl62jqDIf+kqvnJhutize/bJNfutL+3z+yR5BlBImGf/t606x0anyY7/0JeZ+jBPE3H+2xU//8Kv5x7/xEFemIetNm27N4D0vXWc+cWi0a6w1Tlbh5EUb2qgg9jutClXbIIwSpnMfxwtRFbGwUauaN3XtihNhSQjDpPxcF+doo2oVcQ7a8ob564wlObnEEs+MKErYORgzd6+/if+vX+7xkcdHvOZ0nVds1/jCzpzPXZyW0SorVY1vvbPD6bbJzE94xXadjzw+5Fzb4nxX3Cc1qiantzvLkoollnie8FzIyQW+mj6C/mjOeOpxerPFpd0RsiwThjEV28D1Qv7ZJy/zwOUZuiLxP77jHHdtVEt1lSzLnD/dRZHl0ll3drvDZOYznDiEYcLn9z1+68sH/Ks//ToO+xO211vlvCrNMi5cGXB6s00YJQxGDl4QcXarUyqtlljiVsMPhMpP19Ty3r/brlGriGNu52DC3PGpVkw215rHxBxHkaQZ+4cTcnIqlsFw4pKmGYauXtfKvWgKH01c+kHOJx4f0KwY/IV33sHvPNrjjvUaG00hqojjlMHYwfNDmnX7RCfXzSLLMuZuyGA8x/dj4iRl7MU8PfS5OPTZm4XsTYUD8plgqDINU8XWZSqGSlVXqOgKtq6gqzKqLObJtqmytVpHVdRyHj6Z+4RRQrVi4oYJo3mAE8RkSKRIzPyY/ixgOA+Zh+kxd8eNULdUtpoWq1WNtZrOVtPiJWda3HmqU1rHbxZpluG6IY4X4gcxiiJTtQ3qVfPE/MgkzUoHsKoqtBv21zVT+0VPTnp+RBjFTGcBbiAm7wvfvq6phQ1SYTjxiOOEaqHgy/O8kEDfmAAMwpjdgwmtpk2zZjGdC3mrZWp029VjrdwgmP29wwmyIrOx0iDLMlw/wnFDgihGliRsSyeMEhRZotWwGYwcXD8SIappRpplmIZGq25TrZjPShwsau5dL6TbrjIcOyiyyC/wgojN1atZFAtSNc9hpV2lYhskacZhf0qcpGysNsrGyTzPiaKUXpEVmec5uqaiFSsNmqqg6ypZJtq5j7aiLwjbhRx4sYJw7YpJlGSM3YCd3pzd/oyZl+CECW6c4kUpQZLjRil+nDEPUyZexOwmsxyvRdVQqJkqFU2mfgLhuPhu68ozqtq+FkiF4lMqWr2zPD8WS3A07DbPc/JMkHPXvltFEWpEtVASXm0Al46F6OZ5TpoImT5Q5nAsJl85hbqxkGdmiGM4jlOQchRZIc1Skbeqa7SaNo2qSVhYvF0/Pv7+EEpJkUcpfqapCuurDWxTF/kVaUZUqAuf7jnsT3ymnlA4vu2ODmM34t/93i5OQSy/ZLPGX/62O/mHv/k4j+zOqBgKFU3mz735DK26xcceH9Go6DQtlTPdCndu1Jl5EYauYhWf5Y3OnzTN2DkYl+31z3aejace+70JIAllcdHIOJwIq/z2RpMcGV2VeXR3yuce3SeVFWZByn/zLWfw/JA//TO/hyTBVtvmbfes8WfefjtfujTCcQNapky7bperbSchjlOmc5+ZG4i80qpZqrBvtN2uFzKcuGRZTqthU6uahGFMf+TguCGSLGFoKvWqSbVydSFliRcOS3JyiSVOxszx2TuclBEteRFA//CBy+N9l+972RpP9FxmYcJnL0758t7VkptzHYt33dVGliQ+9sSInUnIt93d4d33dMvHrHaqrK80lkrxJZb4KvHmN7+ZRx555MTffeELX+DUKVGu90IpJ/Pi3vrpK4MiykkQNeOpy7/+9BU++fQERZb4K289zUu3RH7/woly7lQHVVFw3JDecMbZ7S5pmvHk5V5hUa3zE//5Yf7Wd9+LnqeoilxG4OR5zqXdEd1WBcvUefpynzTNsCydM0s79xLPMxYCh95wTr1qkmYZnh/RalRo1m38IGLnYEyei36IkzowFnC8kIP+lFbdxjBU+kOnJO87zQrtZqW092aZyK6cOX4paPqHv/owH/7KPme7Vd569yo/+pbz5WMnM9GPYZka7WblWXMpn+09L1ysnh8iIZWuOydMOZyH7E9DDmYhQzdm5ImvWXDzTslbhaqp0q0ZbDYt1psWa3WDpqlSM2QaukTd1MhysAzBMT2bQO0o4jjF9UM8X8RWHO1iudGcbmHbHk898jynWbdp1MxviHuhFz05OVoU3Vzj4c/znDhOcbyAvcMpkgS2pZcr7ouVBUmS6DRFdp2uKWUBynDsMnMDNlcazNyA2dynUbfECXnCB+d6Ifu9KWsrdWqVk8NCkzRlZ+//z96fh9l232ed6GfN055r11x1JulIsixZkgd5ih3HEBpCGEICCWBn6HChG7jPfbrv090Z+uIwNITu5BIg0E2HJEBykwYuN3EMhMSEWLYT2/Egy7J0LB2dsapOjXvee83D/eO31qoqndJ8NBx5fZ7n6BxV7dp719p7r+H9vd/3HYjR5dyVZVs6tqUTRgk7+aqHpikEYVyGp6qKQs0xqDkmtqWfKJ55fsjW7pD5Th1Nldk9mKAoMmmaosgySwuHLVxhFLPfmzCZ+mIMfL5Zipl+PuJbrA6kaUazbqFpCpOpj66pzLUdwiihN5iSATM/IkwlNNNg4kds96b0Jj4xMnEGsyAR7kY/YuxG4t9edGKOwoulWPFo2hoNS8VWZRxdpm6KLMe5mkHT0TGkDF2SnjfX8dVA0xTqtiG2na4S5jbpk1wfr5RiDFqW5dLBqGkKtikyUS1DQz0haPcoYSSa1qIowdA1glCstBi6RhQL8f+klZ8oTpmGCYoi0bI0rgwCpomEG6YM3JA/944Vntro8XO/t4kbpUz8iG+/f5m/8V338/c/8SRX9qfCnWpr/JUPn2c08XjkyW1ato6tiZbylTmHmRsQhjG6LhzSuqYQxylBENHt1I65pF8KRSD0zA1YX+7clKURJyn9wZTRxCPNMuZaNebaouCqCAhWVYWl+cZNj39SPMPuwZiRF+EmEq4fsuyo/Nsv3+D3LvXpTUNOdx3+3x95O5au8tT2mHtXmjjmyQU5onzLKx2nNUcIlYau5nknLlPXx7EM5lrOiatlxYH9YDAlSUS4dpykpbO84pVx8eJFfuAHfoCDgwNarRb/4l/8C+69996bbleJkxUVhxSto3t50V52ZJHu81eH/NaFHnGa8W3n29QNhf/8VJ9rAx8Q62IPrNb54J1t2rbGUl3n5z63xVsWHd59upmH4sPSfIPF7s377YqKileHlyJOvtJj4dXNA2ZuSJKkrK+02dkf86tf3OK3v9FDkuCvvH+dd50W5g3T1HDdkFOrHVHkmGfNnVmfQ5YkLl7dEx0CKdx7Zh5DU8rij9Orc+U+ZGd/hKoodDs1rt/oCzFHkjiz3n3OBeeKiltNMek4zHsj4liYGkxTp9N06A+FKUoCup16mel/0v0cDKaMJz7LCw10XWMwnOVmB2GkOlpcmqYp/aHo0Wg2LBzH5EtXBmz0ZvzF95/lV37/Klf3pzx8R5cHTrWwVYn+aEYYJbTqFq2G/YryDItx8/3+lCgS16WSBGEojF9HCeOUgReVEW/FdN4sEOaoKM2Ik4wozcSUaFJ0W+RGIAl0VcE2dWqWimOoGKpMEsWQpiy2bc4tN+nUDNqOTtPWSeNEdDL4IWF+3aypStnLcVLE1knESYrvh7h5iVCSFyM5uZ70fAaT4ppvOHYJo4R6zaTdtJ93/5RlGWEU4wcxtqW/Jvuy21qcTNOUi1f2qNcMGjUL2zZK4S6OE3b2x6WSv7TQfNbPio09dQP6w5mos89LU/wgEuPIkshM7DQd5p4jl7IoxgijuBz7Poksy9jeG6EqMgt5aHKaZrh5SGtvMENVFWxLK59bMQYbBBEzPyJL07y4RcaxDVFWYunl80rTjO39EWmSsrLUwvMi9npjVEUhjGNqtsiIHI499nqTciw3TlIUVUEzDMIMdvozDkY+sqYSpohxaS9i7IUcjD2GsxA3THDDFPc52q5fLBJg6wo1UxV2ak0W7jhdpWFp2LqMocjUTYWWrdGyNRqmimNqYsw4FuJQu2nTaVrid8t3TK8mkiSciIaukqYpfpjkzkVyZ+6tfbzC9SjL4gBQjHcLkVu85+uOKSzbmlI2fxWj8yJ/MyNNMpI0LYU1kR85I4zF+PssTHCjhGmQYKkyKw2Dz14asDH0SzfjD793lf1pyD/43WuESYaty3z47nm+/73r/JsvbbE/CWlYKu2awZ98aBXL1Li0M8FzPQwJlrs1VpdaZQZqGInRF88Pj9n94yRhe2+cF02prC22ME09d/XG+GGM54cMxx5RnGDqKvWaiW2KHfRLycgoFhdWl0Sbtx9EHPSnhFFMu2kzGImDfCPPffT8kCsbB9iWwZm1514Rj+OEq1s91pbamIaG74dc2ewJN3HTod2yy+0w8SIu7U1562qTy/tT/pePf53Le1NOzTn8hfed4TsfWmVn6DHfMG+KFEjTjNHU46A/zfdfMt12nU7rxY9OBGEsGil9IfhWjZKvnA9/+MN8//d/f1kO99M//dN87nOfu+l2lThZUSH2lzd2hwwnHpCVmZJjP+Zqz+Ntq3X+y9M9HF1l4IY8cmnAwBWOSk2ReO+ZFg+t13n8xpTPXRny/rMtvuehpWOPsdRtsHjCYlJFRcWry2slTh70p9zYGyIBd5yeZ3N7wP/v0W1+/Wt7AHz/w8t88PwchqYy36nTGxZlFhqeH3Fjd8DptS6qIov90dgjzuBv/+Yz/N8+fCffft8Sl6/vc2p1rrxQL6Kw1pc7jCYeO/sjbMvA0BUW5qpjesVrT5Kk7PUmeH5It1NDlkU/QJykOKbGeBagqQpRHLMw1yhFxmcTxcI8BZRGJ88Py+kryIRQ2XKo1ywkiWPdFHNtB11TubI/5VNP7vLlK30e3xzyz//Se1hoGHzmG3ustQxqCmh5J0ej9vIdfFmWMZ757O6P8P0IVRXXxIoskUmQRAl+GL+i6/Qieq1ATCCK6cVGzczNYRlxkojHkSQsQxQpZ8BsJkq7arZBu2mfaB5JklTEcoXxkci2DEWWMU0Nq7jWfQFBN80yplOf4cQjihJqjkGrYZ/YKl4+lh/lkW0pWQayIiL4lhaax0b7Xy1ue3HyyYvbh63F2eF4q/gHuVBhlMUUcp69J8uHOXxyLtLt7I6YeQGGrqGqMjVHjCGHYUyYuwkBMS6uq0gSpWhRtPieRCFMKnmb1rO/t7kzoGYbue06YuYGZX5jmqYgSbTzVYUgjJl5AVM3JIoTyDLkPPTZsQ1QVPaGLtd2RuiWQRBn7Axm7PZnzMKEqR/jxSlhCm6UMPFiJn5Urgq8XMx8XLphadRNDUuTMWQwFAlLk7F0mZqh4miKEB8NhYatUzdVFFkmScVYeAZEUUySjy3Xa3lDcpbRH7qMp6L0RpEl0iQFCbJMumlV5FYhnKsyhqGiKaJtOYhi4ig5NnKdxzXeMlFSkYUYmWWQZikSorb7cDRbNF+HeQiyospEkWiBVpR8e5LhRSnX+7mwGCYsNgzuX2nwa4/tcHFvxjSIccOU//XP3seNoc/f+fffoGaI3I13rDf59nvm+OylAZMgpm3rLHYc3nvnHIOxS38SsNS2WV9uNRvYUAABAABJREFUnxhxUOxM/SAqR/JAiJFhmIhmaVXO3bg1HEsXuaxxwn5/gutHLHTq1ByjHCWXgMX5Rhk/cPTxdg/GTGYBjqWT5AKulgv5jm1g6OoLukevbBxAJhzNc50amqJw7UaP5fkmjm2UK4nTWcDacpveQIwQLs03n/N+/SDiysZBGYXQqlvs9SaczXONng8vjHlqe4KtK9y13OC//j8/x/Wey4On27zzbIc/9+5TzLyQwXAmHI8Ni2bNws9zKn0/xMwzbV9sfkiSitH+VzJqUQF7e3vcddddHBwcoKoiq2Z5eZnPf/7znDlz5thtK3Gy4psZ1wvY2hni+tGxE/5LBy6PPDPgsa0xD59q8m13zfG7T/f4/LVRec5SN0TJzXvOtGhZGn/jPz7D/Ss1vu18h6WGOImWgMVunYVu4w0xslRR8c3EL//yL/MjP/IjDAYDdF3HcRw+8YlP8NBDD91021txLLyxN2QwnHHX2UWubvb4zcd3+JUv7wDwPQ8u8sfeOo+ua6wvtdjeHzM/Vy/zvTdu9DmzNoeqKoynHtc2exiGyj/7vS3qlsbH/sz97PUmaKpSXvcVeX9n1ruijOfqvpiIC2POnZ5/1aKiKipeDHGSsN+b4PkR83N1TENlNPYZTVziRLQQWKZGFKfChPEcIuXMC9jdH2OZOgtz9fwaVRTa9oZTJrOALBPX7o2aEBjTfMI1yzI6LYe6I+47ikV/wWbf5R/+1lM8tT1m4kf8xfee4bseWuLTF3bRFJnzK03OLTcxtJMnyAqKzo/x1COOU2xLp1m3MA0V148YjlxcLyBF5FeTiV4Mw1QJgpgoL999pdfwEqDpCoamldunMBTFcVpG5FmWmGgkE+JhlmakmbhdmohoNEWW0XUVUxeipmXqx0r6inMl8VdWRt6kuYFnmmdOpmmKYWgYukqWZgRRQpwkxLEoVj2qnRXamJZ3uWiagqqIa3VNVdDzvpBXm9tenHzi4g2hTRYvcPasohFZ2GYVWbgiD5P2EP/OxP0EYUyaHTYKI4GmyWiKCrlAVTQdZ1mG60eEYYxhiBcbxM9qqoppqOUbQdcU9noTZPlmYRIo3ZTzc3XxjLIMLxRj0EM3pDf22Ru57A1cRm6EGyWEKUSZhBvEjLx8VNqP8KNXJtCpsoRjqDi6jKWJjEZLk4Wb0RSj03VLo2aqmIqErSnUTQVDFYp6vjlvEuqONk5LEqh58UtafrAOXzeRlykjIVZrklfBhfh8KEpeFNJtiCbxLMPzIgbjGZNZQBhF+Q7glT9WsZ3Ee5P8vSjarhVZ5HcqilJmUaYZWKaKH2c8tTtl7MeM3ZiVtslbuib/6gubPHFjQn8aMgsTfv2/+wCDWcTf/8ST1EwFW5W5d8nhnacafG1zQpxl2JqMpcosNYyb3HiyLGGbOs26ia5rJEnKaOIiITHfredt4AEH/SmKLNE9Ug71XHheyF5/UuaUJnEqsjEcUR7lehFhFLPQbZzY6uYHEbv7YyRZKtvDjxLHCTsHY+I4YWletNbPvICZGxCEcflYdccsxcooSugNheDYqJkEUYIsiUzYG7tD1paF6zGKEjZ3Bji5A7l4btt7I+T8+RRkWcZkFjAYiTDpumMyHLucWeuiaQrTmU9/5HJqpfOS3jNZlnFj4PH5i/s8sz3iux9a4rOXh3z9xoR339nlvefnWevYx27vBxGjicfMDdE0RRTqOMaJF+nF+IckSc+74FLxwnz5y1/mox/9KE8++WT5tYcffpif+qmf4oMf/OCx296KnK2KitsJMXo2ZXt3dCwyxI9SDmYhay2TX/j8Fgs1jW5N5wtXR1zYnZW3W2+ZfOudbTIyHnlmwB1dmz//juVy8RJEwd38XIP5uXpVdFNRcRtwK64NkyRFkuDyxgG/++Qev/D5LTLgO+7t8t0PLWNbOuvLbW7sDmk2bJp1iyhOuLbZK0e7gzDi6St7NGomX9oY8+uPbvNzP/xuyFIhRK7NlSWnVzd6nF4TLsrL1/eJk1TkvdlGOW1TUfF6E8cJe70JfhCV49hhlHDQnzAYuyiyjGVoREnCXLtGu2HfdA1W5BTu9yY0GxbdI7mVRXHqeCqEzyhK8+t6CdNQSVIhItZsg7l27SYDRG8aEMUpSy2Lf/ifvsFXrw3Y7Lu4YcLPf/QB9tyYT17Yp1szqJsqdy84rDYNrhzM0BSZuabFQsuhUzfKicGZGzCe+szcoJw41DWl1IziWBhlojglzfcbWSZMGnre2K2oCnGc4HrhiaW0L4TQhoSwJ3olhFhSmOMkqfgjdAGhjUilNlJk6D6borMiyyBDOB+TWIywS1Ca8YqyWyVvIdc1BUMXOpVpaG/IyInbXpzc2h2KEc8gwtA1dE1mMg2Qc5troQrnMhiKIqMpCnIuMoahaJFWZAlVU3OhUxSRJKn4WVmWDwW2vIBEkjhxZSEr31QpXpQeyzBwowQ3SvHCFC9OmfgxsyAhSDKmgWiXnrzMwpej2LpCzRCNU5YqY+UNVM7Rr2sytpZ/zVLoOAa2oaLkrdB+EBHHCRlF87bYnnEiTvw1VYi2aSLapE1DhQymrk+SilwG4WSWcCwdy9DwgqgUHJP8A66pQpGX87yKKE7F4+Yqp4RUipivBoosCxG6zOMU74dip3AS5WufZS+pCfwoRXGNrqtCYJNktkYBAzeiPwvpOhp3z9v8889c5evbU0ZuhB8l/Ju//l72RgH/7Hcvlc3h9yzVeMepJk/vTomjhKal0rJ1skxsY1F6Iz3vTlUCVFUpDzZ6vrOOYnGgGU88ZFkum+CO7jZkWUaWwA9j0jSjUTdp1S00Tc1Le2A08RiO3ZvKkUS22JidA5EtpmlitUZRZCxTw7EMbEu/KYdE5P2IaILFbuMmS7xonx+jqjJL3UY54p0kKVM3YDz1RFZHnhm5MFenWT/MXdnaGTAYuZw/s4Cuq/RHLsORy8pi86YSraORDY26RX84w/VD6o7I8ihcpUEQsbEz4Ew+LrSzLzJmX6wIGEYxw5HLZBag6wrtpoNj6eyOfL5wqccfXOrxB5cO+Pt//iHuXW3y6NU+D53pYGqHB54wd1ROZr4YP6hbmIbGbBbkX5Np1k0aNesVZb9UCHHy+7//+3niiSfKr73rXe/ip3/6p59TnCx4OQ2lFRVvdIq8o83tAUF0vElzexzw6WcGfP7qkLevNfizDy3yuSsjfvdin71pCIhj74OrdT58vsNay+Rjv3mJhbrOh893eGC1XoqSqiIWy+Y79Wo/VlFxG3GrpgguX9/n957e5//47AZJBh863+Yj71xhrlNnab4hmo11lW67RpKkXNk8KON34iTh6St71GzRU7C23GHkhrQdncvXD1hfaZfnwlc2Dliab2JbOoORy43dIWfXu+zsjzh3av4WbpmKiltDnKT0BlMmM59Ww6bTFCLkYOSyezDOdQ8herUbtljce9ZxNMsy+iOXwXB2U+dHQZpleF7I1A2YzsQ0aCG+xbk2U4h2uqYcE+rKKLI0Y+KFmKrMzsjnK9dHwpTlJzx0usUffWCFv/sfnuLi7gQ3SHCDmH/7376b37+4z8/+7hUMTUFXJD58T5e/8J7T/NP/cpkbQxdVljA1mR967zp9N+b3L/fRFBlTlXnbmQ73rTZ59EqPOE5omDK2KiMhoWmiA8SdBYRxQqtuEsUpEzd4yaYlISBKpTFLVoQWIskyUmn1Ojo6ftQ1SR7RlpIkQpMydBXbMnBsHU1VUZV8AhNyZ+Zxd2WWazHFpGGcCCdlmogi3SIGLhPqJxmwutimUT+5V+VWcluLk0mScvn6fm7ftUES+Y9O/uIUL8LhiGlMEEYkaVbadyWg0TDRNQ1yEfOoWl38rBcmuHHKcBYSJjCLEsZeLNxrfixyGf28bTpImAbxyxauIHcx6mL8WeQwqqXAaOdft1QZu/h/XcHOR6cNXVhx4zhFkUXg7WDsilxNTSEIYuI4ESsZSZo7RiVsUyPKS3A0VSGKYuo1E88PmXkhMqJtPM1tjjXbQFFkhqPZ4ThW/nkq8izFR0kqBWJZAjNX6zMgDBPxmiTpK8qufCGKjEhJQrgRFSGoiRIZMcYaFqLoLSZJM4Z+jKGrrHVsfuPRbS4euAy9mINpwP/2Z+/jYBLws//lMh1bo21r3LdS512nW1w5EHb4mqHQMFUh3MlS7gI+bC7N0qzcsbzYX0FsE+FUNXQFXdPKch1Jkph5IZ4f0qiJcpSTVlcKIT9OEqI4LcUv1wvzfEyxEyxGms3cTaxpoul9NHaRZIn5Th1JEi5E1w/RNZV2wxIHNz8iSbJ8xyviC4ryKtcP2TsYl5EJzx4vn7piDKHuGHQ7dRHYPBLxAI5l0KiZ+EHEZCas70VrY5yktJs227sjFEWi5pjP2egdRQmD8YyD/hRVVVhbEgU4J93W9UK290eczVfdr2yIwpznGqGO44Th2GU89VEUmXZDtG0/13h2nAgn6tbA5X/+t49x/cDloTNtvuud63zwnoXydn4QMRjNyjIdRZHpNG2aDfumbVjx8tjb2+P8+fP0er0XPdZdOScr3mxEccJw5LLfnxA+Kws6SkSjZtNS+bu/fZm7FhzuW67x9e0pv39lWE6DWJrM+8+1OD9v85WNCcsNgz96b5f9ach87XCxSFVluq3aiRdTFRUVb3xuyVj37pDPXtjhH3/6OlGS8fDpJn/pfWucXp2jmcfqpGnK0nyTNE25utljab6BbRmkacqla/sAHExDfu5zW/zTH3wXpq6Ic01VZq4lygK3dgbYlsiMi+OEC5d2OLs2Rz+P+3opbbsVFa81aZYxHLkMRjNsy6DTctA1hcnMZ/dggqrKxHk+o6rItJs27aZTXn+BmPYbjEQxcath02k5zzn2WxQRF5mGXhARBJFwLebj4JahYeRuPlVV0DRxTark16VSLtglaSaMJvn1ZpHtKAxHCmGcMJyGBGmKJMm0HIOGqXBhe0KmqCiqih8lfPB8h6c3B3z2mT5xJuGFMXfO23zw/Bz/8nMbfG1rTG8akZHxiz/0Dq7vTfjkhX0W6zorDYOVliH6MUwxRh4nSam36KqCLMskSULwKvRgCOOR+M/zDloX35cO54aLr0kAsoQsycgyz/r70NFZ/ORc+5W1q79YbmtxEoR7UpaFC3LjRj9vHjrZieR6Ifv9SflGGboRIy+mPwuZ+DFenBFm4EUZo3ysejCLGM5CvJf5xjLyUei6KVxuRR6jJmcsNC0cQ6OmK1i6jKVKGIr4I2dp6Vp8LmT58IOavQQXX2GzJh/FLlYnjmJbuti2koyiysRxgq4JUW82E/boJM0Qk1ISWZohydKxVs3isSBvttJETmeSZnme5qv/1iu2oCQfltW8nHhKOfdbFzu+LC8tKsbR4jSlN4vYn0YczCK+/b5Fwkzm73ziAjsjH0dX+PA9Xb7rgUW+sjEmjDNqusRat8a5xcZzBtoWoiqScL2Npz6eH+YiOqUDtfhdX2iLSohCpSI3VVGk0lkp8j6TPAQ3K1/vQmB89vZUFVkEDSsKmiqjKgpJmuJ6Aa4foqlC/DYMETquaYoQL8cew4mLJEnHBE9JksoyH88Pmc4C5HxcvNO0SdKsHNEOw0Tkwtqixb7InNQ0hcW5BtoRt2Capuzsj+kPZ+iaykL3uEuyII5Trm0dCGc0GZIkl1mmq4stas7halEUJ4zGHuOph6LItBo2NdtgZ3+EoWvP23Q9mfocDKacWZsjihOu3+hz7tRhLlGcpIwmHqOJhyyJBreXGw59MAn4/DMHtG2Nh061+Fu/9jjLDZ333dnlnvV26WBN0zQfxRB5LXNth1bDfuEHqHhePvShD/GDP/iDZSHOT/3UT/H5z3/+pttVmZMVbxaSJGUy8xmOXaYzP8+0Os7m0Of3Lg/5g2sj3nOmyXc/uMiT21M+fWnA4zem5XFssa7zbec73Ldc4198YYvdScgH72zzwTvaNK3DE2RdV+g0ncopWVFxm3MrjoVffHqX/+Fffw0/TnnbSo3/9oOnuOfsIpapMxjNmLoBa0ttAK5u9ui2a9RrJlmWcXWzRxjFSLLM3/6PF/nQvYv88IfuxA+iY+Pc/eEMP4hYWWwB8NTlHWq2EHj2exNOrT53UWJFxRsJMf4c0htOSdKMTlOYICZTUdZrmRqmISbIgiBGViR0VRFN94b4nq6pjKc+/dGMRs1iruW8pGNxnCTM3JDRxMXzxTWo6F5QyvIZMXVZxL2JkWZNUdD1fPxakfE8YaZS8ki/OEkJolhkQeYOTRAFoHGSYmgqpqkRxylhFJeTm8WEZGFSm4YJtiYz8GK+sjVlbxKxOfR4z7kO33Fvl3/2yFVUGc52Hc7N26y1TeJYTINKgGmq1GyDKBa/56F5i2OmuJfDEe2wjCWUkJDko9fscvFii//PrzcPhcfs2N+HOZT5veZ3tLrYpuZUhTjPS9HWrWoyYZhgWzq6ZTLx43I8tjcJ2B647AxmjP2ESRBzMAmYBi9dbFRliZajU89zGTs1g8WWRbtm0LZ1Wo5O09ZIwwhDgTvX57CePW6aBy6vLLaI4oQgiPBD8YEAMVpr5MKRrimkacZw7JZuMlVVRLhqfvtC4BGNv6KhSlNlNE3NHWcpWSaCWPMfKEXBFyNmvVy0PDy1yGQJX2Gr96uNphZ5omKbNusWNccgiVP8MBLbMk2Z+iGPXhuxNwnZn4Z0bI3vvH+BX/zCDZ7em7E+Z7PWcfjL33YnDUvj6sGU1bZNPb+QKsKDByMx+ivlr8fCXB3H1kmSrHRxRlGM6wUEQUySW7fh5NdMVRUsQ7xnZp4oS1KV4zb5JE4wTY0oTrAMXRw8VJkkyRhPXUYTH11VaNRM8T7LCtE7I0sp/7/YWYvnlBLFCVGU5q49bgr/Lu8jf+KKLKzxsiyXxT+SJHJL0wyyLM3vX4T6JrnLWVNl6o5JzTGxDA1JkXDdkJknxMrife96Aaah0WrYImvEC6g7Jq26zWA8w/Mjlheax1Z/ipHrhbk6ILF3MMaxxSq654s4gmbdwtBVIRrKMq3GzY1yWZaxuT2g5hjPuUgClG7I9eU2o4nH1BXPeTz1kYBm3aJZf2Wj1VkmVhZHEw8/iLAMjce3Z3zuUp/fu7jPfWtNfuaj78QNYiz9cCW0aG17I+aQ3G489dRT/OAP/iC9Xo9Go8G//Jf/kre+9a033a4SJytuV9J80Wgy9ZnMfOI8uuXZi49emBClGZoi8bd+8xJvX2/w0FqdKz2fT1/qsz+Nytveu+TwLefa7E9DVpoG9y3X+PLGmAdW62hH9omGrjLXdphr1SpRsqLiTcArPRZe3Z/yl3/+C4y9mPPzNv/dt53h/rtX0FRFiC3DKadz4XBje0CjZtJq2MLgsj0gTcVI6//xyFX8JOOn/sLby/zKovyxKMA5u95FkiR29kcMxi5vuWOZKxsHrC62Tmzfrah4oxMnKYPRjPHER9cVWnUbJOgNpkiSRLthk6Qpw7ErJtoMUWobRUlp5hCiXIKmKtRrIt9fyUeWC1dleXaQi45pKq750vyaUgiFaT66LG4tyxK6ppbTl5qmoKuKmM6YeARBTKNu4tgG4/y6yjZ1Ok1HPOeJy3giIq1UVRhvyITZxjQ0bEvHNkX7dZHX6Pkhe70JAN1ODQkpb9COCKNExKVlGV+5PuKZ/RlX9mfsTQI+9h138tSey1c2xpzuWKw1DZbrOrpWOEAPjVIiAu9QWCTPkMw3zzGkI4rmSVrATQ7JIwPihwImRzIu80lMCeRChJQlpOL+i1jEcqy7Rb1WjXU/L7/4yCUevdpjf+Qz8mJG/qGT7cWgyBJzNYNOTaft6KXA2LKFmzGNI5Q0pWGKZuluwzzWNjWaeMKNpQtnmKGrYlUub/IF4bDy/Cj/I7IXRJ28XhbnmIZWjtKCEEoGY7f8YLWathBjThjlTFIxSnvQnzJzg3LsOs0vDoIwAkmschTjtZalM535+H5UOuak/L4kSYSmpllWimFvBhRZwjI1bFuHTMIPIiQJHCtfyfBCDF3Fi8To/nxd58vXRnxlY8T20GNnFPBX3r9Gt6bzi5/fYrFhsNaxuXPB4fy8ja5rdJp2OcZR5GomiRCS4yQhzPM0kzzLMcq/n8TPP4pd7EhUVcE0VBxLp+aYmKZGGMYMRi79vK25KGUqSl9qjlGKTKKkxeegPy0FqDQVOaydlkO7ab+o0oAsy5h5IaOxhxeEWM/TBu36Ib3+lDCKqTsmce6qUVUFU1fJsqL4KC13frJE3kguSqzkPC9zNvPFWGDuYC1WeCRZOiwNSrPy4hhA0xTmmg5G/hlTVJkszdjrTTB0lcVug8nMpzecsTBXpzeYomvi64oi5w5Jl8HIxcvfM3OtGnPt2k1lPEe3z7WtPp2m/bxh6Nt7I2ZegCyJ92On5bzi4oYkTZkccUAWgeymcbypPIpTtgYuZ+Zr/J1f/zqPbwz59vuW+MP3LXFm/rldnxWvDpU4WXG7UCywTWY+05kv9t+JWEA66rIvbvvMgcvvXR7y6OaE73rbAh863+HKgcunLw340sa4bN22NJn3nmnxjvUGf3B9xBeujrh70eE77u1yunO4H5UlCV1Xckf9c4+QVVRU3H680mNhbxLwV3/xC5Bm/E9/5A4evGcFWZZxvZCd/UPn443dIaahMdcW5zs3dociKsgLych4ahDxgbsXaFgaez2Rbz7XrhEnKVc3DspGb88PeebqPvfcsYQfRkymfummrKi4nfGDSExA5OYJ29QJwoiZF1KzxTVm8Z5P06y83tA0RbgNZwGD8Yw4SrFMHcO4+ZpJyuPVFFkq/9ZUBVVTbroWKsbCo0hcs09mHn4QI0uiYbpoxRamLWEbTBJxLV72GNhmHmMmTGDPNtMUjyMWMmaoqszC3M3lq89FcW09mXo8frXHVzbGbAw8rhy4fOd9C3zLHW1+8XObLDUMznVtzi81mGuaQivyIixTo1G3kCWJMDewCTE0LidOD3sfpHz7FQF6R6LeCoHzOUTMl8tit8byQvsW3uPJ3Nbi5H//y1/m9y8e3PT1uqnSNFXm6gbdukHdUDBkqBsKLUsTYqOpYutibFXL24tMQ8PKRcP9/gQkiZWFFrIsEQQRveGMydQnjEWbr2PrtJsOqiJzMJji+xFpllGzdaL4sPDFMkWGwl5vwlK3gWPfbImN44TBSLipdF2h3bBPFHuejR9EbO0OadYs5toikDZJU/Z7E1wvZLFbR1EUwihm5oYMRrO86ObWNE6/UTm6CnF0xSBNMsZ+zG7ufLx7wcHSZH7mkWvsT0OCOOVtK3X+yvvX+drWhN4solvTWKjrdB09F8Hyx6BYAXqBFQ6O3v7I2Ht2uGIC5M5BsVOxTJVuu07riGCYZRleEDGd+oxnPlGUlMVNiiLTbTnoeblJEEbYlkGzbmGZh8J2kogVr/7IJctXquRc+Fzo1k9syAYhek1nwoUXRQmOLfI1zBNE8yRNGY09BmMXQ1Ppdo63smVZhuuF9AZT4nyE4OiYdVGMFMUJcX4gimLxJ05SoijOnbgZuqbi2DpxLLJhi9ySwjUaRQl+GJWfV03TyoNHFMX4flQ2pimKTLNmoagKYSgyajVVoVEXDklFkdnvTRhNPTRVHHxbDZtWw7pp5DpNM65u9Vjo1EsLfJZluH7IeOLjeiG6Jhrg6nWLVsPm6sYBZ091X7I4GeUN25OpD0C9ZtKsWcdG25+POEl59NqATz6+zWee2udf/9+/hYb16meKVBxSiZMVb2TCKBZi5DTIs5lTojARC6EnjCPtTgIahkrfjfinn93gfWeF6HjpwOWRZwZcH/jlbddbJh+8o0XD0lis67Qslf/wxAEfvLN9LE9SkYUouTDXoHVCi2hFRcXtz604Fj597YDxzOcdb1lFkqRyYu3Muigj3N0fgwSLXXH/+72JGCv1Qi7vzzAdiw++ZQkQcUqbOwPOrncBMQa+2K2X+ZQXntlheaFJu2lz+foBp9fmnjOmqaLiduSwhdtjOguECUZTiSNhvLEtEa+VZhnTmU8QxCiKlPd/GGiawnjqMRp7eXalQ815YX3jKEma5sWdAX4QomkKpq4RJ2K6TVVFXmUKeF5IlmWYhhD6HOvkDoBnE0Yx/aHL1PWpO8KM9konyPwg4iA36LSbDoap8W8/f41v3BhzcWeCIsP//F/dwaNbEw6mEXcuOJyes6gZKu2mQ7Nh3XRNWJjSgiDGDUJ8LyKI4rLkRsodqqKVW8MyNSxLx9TVFxUPVsiCZVFOPs0ZRwnNun2iyHyrua3FyUcu7PLU9R4LDZOGpWIrQpjsNJ28rUjJm3THtJsWndZxR1CaZURhjOtH+EFIEMT4uV23GDNFyluV8+p109CxTBXfj+iPXVwvJE2zUgAzdQ1yd1W7JYSlLMvY2hni2CI4uaBoruwPZ6RZRjt3Wp2k5Be3L5wJcSIEyDCMS1EyjoUrzfVCDEMtxa5DMef2Rcq3rarIpGTE8aHVu8jQLD504vsJ39iZsTMO2BsHIMF3vW2RX//aLr/zdJ+Fms58XeePv7XLWtPkG7sz5us6HUu7yYkhAbIiHbGkS8fEz+I2xb+yTDRdJYlY3ShcgGKcWcU0VExTxzY0dF29aacZJwnbeyMhNmUZWZ4NWvyuqiIazguRcLHbvEmIKgTA0cTD9cN8VSkDMtpNpxTURNZIwMFgiuuJMfN206bbrhHGCZOpz8wNkCSJmmPQqFknriAVbsr+UIjfzVy0eyGhLU4S+sPDgppOy8bQX1gYy7KMg/6E3YMJcZIiy6KgSVXksgXucAxdjBnESSIcqHnmZpQk6KpCEMZ505kYeS8WLOB4pqeaL2LESYrrhawttUqxUdMUOi0H+0gRTpKmXLl+QN0x8uiGFNvSqdfM8mApXJa9cvV+OHZZX+684O8e5MVDUzdAVWSadYu6Y77i0cYkz3mpeG2pxMmKNxJpmjJ1xai2F0RisiJJCcKENEspjoFHR7enQcyXro/5wtURO5OA/+b969y96LA99vnspSGfuzLEzQtuVFniHesN3ne2ye4k5HcvDojTlD//jmXuXTp+nlacfy3ON2k8TxlYRUXF7c+tifwSbaeyJBHFCdc2e5xa7aBrKgeDKUEQs7LYLBuKp66PoansDV1+9Ncv8Fe//W7+2AMrZQZlEQO0sz9CU5XyfO3yxj5ZmnHH6QUGI5coTvJooIqKNy9JIs4PZm6AF0Sk+dRlkogeCjvPokzTjCiOCcJEXAvLMqomynbDSIx9i3is4xFWcSLEN88Pcf2QIIwhA00T0WthJO5PzZuoJYT70jQ0araBbesv2uQRRQnDicukKB1tOtRfonD6YrdZfzRjNPGwTZ25toOha6KDI4z47a9u8pmLB1zve2wNA/6HP3yWxbrOpy72Odd1eNuZDmeWmhgnaAZHKcw3YRjjeiFeEBGG8bGxexDTmOJaVy6zOA1dLYuICsOOnMfCvdbc1uJkUeLQG0xRFJl6zUSR5TKvzs9HjyxDO6oelRQbX5FF3mAQiPaohU4dIw9XJcuYzAKmro/nR+UoLGRlll8xEq0qhzl9hcnWMHJ7siSartI8R28y8wnCGE1V0XUlv4+sVKyzI8LKoTMhK+vj4zjNC3FefpiqlI/HZryxRrgVWQhBWQqKmmc/5B8ky9QwdZVZnDGYBiw3Db5ypc9nntpnbxKwOw74nrcv887TTf7mv79IxxGux/WWycNnWgRxgibLaJqMaehiR2bpSJJYPR2MvTJoV1VkTF2jUReZGVkmim/ifDy7GGcrya3kunbYSK0qEn4gXu8wjDENTYhTtnFs51kI1eOpz8z1ieK0fE0lCSxTy3fKMVkmMgmXFhp51ujJeH7IYOQy84I8FkDGD6PnFLP8IGS/P2U09oiTFFWRmWvXWHie5tMwihkMXSaun4uLzou2vx/lJnEzdxMefdw0FWPphXuz5hi0Gja6pjAYzdjrTYjilGbNZHmhiaapZSZmGIlW+PHEYzILbnp8TZWRJBnLVFlZaqOryrEdcpZlZWByGCVMZz6jqYepH4rZSSJEaVMXTXNhFIMkXNfry53nDBFO0pSrGz1Wl1r0BlNqjknzWePgae5cHU/FfsMwVJGL+iLc1RVvfCpxsuL1JMsy/ECMZ03doBwZCsKIKEpEs2MxfXBEkIySlCe2p7xtpc5jNyZ87sqQd59p8ZZFmye2Z3z28oCn9tzy9nOOxgfvaHPvkkPH0ZkGMb/ypW0+fNcc9y/Xji0MaqpCzTHodmo41qsfwF5RUfH6cyuPheLc6oDVpTamoR3L+pYkqcygXJpvcv1Gj5/5L1dZnavx43/6PkAsFvtBxNJ8k9FEFCAWi8e9wZTdgzF3nVtCkSUuXdsXxYbV4m7FNxlpmuH5IX6uoRz2XRwW10hHziEyMXNc9hYcTeM70fiTx83Jsoyuq1iGiqELc08Ri/diiZMU1w2YzHz8IEZVRaFp3TFfk89uOTmYX+t2Wk5pSiuKiXb7E7FdZJl/88Utnt6ecK3v8u7TTX7gPat87cYUTVG4a6nGQtPCMDR0TSm1hxe6JhTXswl+EJfiZVEGlKTZMT2pKAYqDHsrSy1qJ0z/3mpua3EyyzL2exM6LQf1Wdbb3mAqDkIrnRPfuMWHphjv3N4boygypqHiB8I9GecCEcWLk7sFjm4xIeylpaOunPV/ns0qSZTiFQjhQeQIiPvL0vzvfPa6CCMF0cgtAYoiRnGTJCGKX/xLqKki5DVJ0hNbNF8vjoazImUEUcreNBTt15OA8wsOp9smf/eTl9kZhyRpxpk5ix//o3fw5PaEi/suc5bGfF1juWFg5c3ghcioqgrakQyLNP9wBvmHMn+ZUVWx81NkuRSe41zgUmQZ29KpOYbYIapKmXX4Yih2SoPRjEneeF68vkVGhmXqx7IiJUkE8m5uD/DDmFbDot2wmbpB6XQsMigtUyOKEpFXOvMxDY120zk21g1CUBxNPMYTTzSJ5dvJ1FVqNZO6LUTL/nBGbzAljBIMXaHTrtFpOsRJwnDsMZn5aKqIIHipFv3noxgLH47dslk8CEV7W80xadWt5wwbj+KEnb0Ro4lo0V6Yq9NpOURRwvbekOHEQ5YkTFMjSUQEQ3HS6uWxDFmWvw80FVWRMXS1zCcpVpdkWSxmbGwPmOvUCIKIySwgSUTTW5ykeTaaimVoTGY+q0ui8fskZ3S5ur/S4fqNPmfW5kjSlPEkFwuAum3QqJkYRjVy/WajEicrXmuKVu3xVCycqYpMlKR4flAeD4sw9Wefz1zteXz28oCvbIxZqOv8N9+yTsvSuDESLskvXBsxC/PSPuC+5RofvLONrSn87sU+j29P+eH3rvK2lZtdRrqm0GzYzHdq6FpVKlFR8c3ErToWprnrcWFOxBUdLcMpsiV39kecXp3j6uYB20OfX/7SNj/z0Xdi6mJC5urmAedOzRNFCZvbYrS7KMm4snHA8kKLdtOmN5gClI7KioqK4xmRIqYrJU5FHFmaZGRk+USi0CXSNCWMRBlsBuU1t15cg2lKeV38Qo+bJMJMEoSiXEc0gKfIsoyTT7C9kAvx1eaom9IydTpNG8sUUTZpmjKa+AzHbjm5KCkKSRTzS5+9wlc3Rlwf+BiqzM987314UcqF7QmrLZOVplEWB6qq2GaaKpf/VlUxfflCrsiiw6GMVYtTGnXzNTkvu63FyYLD9uCMOEnY3R8jyxL1PAMhTUQuX9F4nB6xtorG7LhUzIs2KMNQMXXhnlQU8cERDkvxQZIkCAORRTLfqZcCVpGTV7RVxUeddS+DI8VMz3+7fIThpRQCvZo8W8R9Nm6YIAGWLi5W9iYhvZnIfPzvvu0Mn7084Lcv9JiraXQdnfedbXGua3G159G0VBqmWgqDsiyjKoctXrqmlAIjz86eBGZuwH5/ShjGSLJEq26xON94wXHiKEoYT4Uol6YZtqXTqIlMR8idc0lafoiDMML3RRZEUjhuc7eqaWhYpmjuCsIYL4ghy7BMHcfWsUwd34/oDUVD2lyrhmmqDEYuo7FHs2HRaTlIIApxRjMRDCxLNGomnaaTO0IPXX2uHwqbty/EXUMX5TogTtT8IELTRFt3zTFLUT9NUw4GM/b7E+IoQZKFIDrfqQsH6C3M1znMNhFlC8WqW5Kk1ByTdtM+ll/5nK9VnLB3MKY3nJVOH0WWOLXSoZHnW2ZZxnjqc9CfUHNMup0aWZYxGLrs9cYkaYaet4rrmtihk4kMkaMlPmmW0apbdNo1LFMrBXA/iNjvT/D9CE1TmbkBpqmJxQVZxrJEwLRl6iiKzNT12doeousqMy+gVbep14RQ/UpKcire+FTiZMVrQRBEjI7sW2VZHH/CMDpyjpFnIx9dhM0yrvQ8rvQ8/tDdc3z20oC+G/Hw6SZtW+NL10f83uUhl3te+TNtS+V951o8fLpJ19G5dODy85/b4lvvbPOBO9rUzcMTXElClNy0xGJS1bxdUfHNya0yrly/0afVEHnmMzdg92DMmbVu2SGwsTPgzFqX4chlY3/M2eXWsezzje0+7aaDbWpc3jjg1IoYC0+SlEvX9lBVhbPrXbIMLl/f547T89UUS0XFLSRJU3xftGKHUUwYxmVs1wuhPMtYYhXTsG9AipLB/mhGEMTUa+Jat4gXK4pZx8XoeUPkPu73Z1zeHXF2vs7VvsevfmGDjb5HfxbxA+8/xfe+5zSffHKXlq1zqm3RsVWRIZmkeTTecX1KliVURXSxqKosSmTzP6p8+O/XYj93W4uTWZZxZeOgbJjOJJjNAhzboGYbovlJkcqxbUkSApPrhcxyMSbLMubn6jRq1k122DRNb2pLCsOEKI7zBubDzMMX2oqFeChEkZRXqFm+4fHChN4s4sCNGHsx33q+zRPbM37ta7v0piFBkvGRd6/yh+7u8q+/dANTk5mv6cw5Gnd0bZI0zVdWDm3FhUAsH2lmLqzjRZO1oWtCtMxLTmRJtDpPpsIhUjRa26ZOt1NH14om6yOj9HA8szDNyvbtooCmaOEuGreLEfni/VOOhZtCgDLzcfTnC6NNs4zZTOQ/ztwAWZGxTZ26Y2BbRtm4nKYp+/1puVrr2AadPGA4TTMmU4/R1MfzwrKBXYzImdQdoxTDTiKMDoXBMBLOlyzNMA2VVtPBsQ1mrshJ9YMIEDs009CwLR3L0IVA9xJt9rM83ywIIwxDEwJp/hmGw7Hv4cglCGNqjkG7YaPrqhgpCITw6noin6RwI4vR7gTL1Ji5IVkGji2EVftI7mMhUtYdk06e4TqeetzYHZHmH9bCwSzJwuVqaBqKJpPEKVPXR1WUY/sCIWqKcp4kSXD9iCyDc+tdNE0RjecTl5kblrmZuqqQkWGbwg3batgnb7SKNxWVOFnxalAcU8ZTD88PkSSZNMsI88kQ8v1VHq+dT20c5z8+sc9nLw8BeOepBn/6bQtIwPWBz2cvDfji9TF+XgAoS/C2lTrvP9dirWXye5eHfPrSgB94eIW3LDmkKajK4TmWLEvYpka3Uz8mDFRUVHxzciuOhZOpTxDFdNs1URqaC5GKIh/LoCSDxy/t8jc+8TR/7/se5G2nRAvt1A0YjGasLbW5fqNPp+VQd8wyIzyMEs6szaFrojxVkWU6LedWboaKiopvQorr0cHIJcuyfIHFLK+FwygWk4tTP58ysUiTjMHYRZEl5to1ogxmXoguwf/5qctc3J1yfeBhajL/6i+9iys9n8sHM84v1blzqVEWoBZt56KjQfQ0JLnGUfxZ6DZelEHolfKmECdBCBxBGJfqeHGOmyRZ7mAU45ai5AaSOEUCJBnSI9XrL5VCdESSkPOA+GI0tBDVKMa1n5WrAMKj8GLMjodZDS/9Ob4a+FGCqSnsT0MevzHhYBbRm0U8uFrnW+5o87H/+AxRkjHnaHQdjb/4rmXGfkJvFtKtGbRMFVXNFfncaqxrCka+ymHoaqnQF64/zw9xvUNrtmVqZYBrHCflqHOGuEgK45QoD86VJAnLVKk7VpklerQ1+2iuwtFsrUKMzDLxwU2ylCS/ECsESE0TLs0kTUTwbJyiaUIMrNnGC2ZAFDkT/dFhBkVxoRZFCTMvYDoLmHmBuKAEDEOl4ZgADCceaZKKfE5JQlHy5nlT/EmSlJkbip9PUpRcTLRMISQWNvkoFlmKk1lAFAlBzzQ00WLoiuIny9RwbAPHEgKn50dMph5TNyRJElGyk29/SZLQjrymev5aSYgd5zTP/FAUCcc2aDgvPLKcpCmeH5Y75yIbU5RfATLULANNlRmOPWxbp1m3S3d18bNRFANidU3NndFiBEE4X4t8jcP3YIJt6UT59rfylnI/jMjSDF1X8YKIVt2iXjPJ0qzcJwVhnAdAx3mQM/n7J1/d01Qc20DXVHFgmnkEQUySZjRrVp5Rqlcjjm9iKnGy4lYRJwnjic9o4pbZ1MVUx9FsabF4J46v5OJkmsKNUcCXro+QJYnvvG+eL1wd0q3pnJ2z8MKUL+YuyY3hYeP2fE3j/efavPdMi6al8viNCf/8c5s8sNrg2863OTt3fJFFVaR8dLv+mpzoVlRU3B7cymNhGMZcv9Hn9NocmqqQJClXNg9YW2pj6CrPXN/np377EqcX6vzYnxI5k2macfn6PmfWuwxGYvKmbPXuT5jOAmq2wfxcnTRNuXz9oHJNVlRU3HLiJBU5uRMPRZZpNiwatUOhMggjBiOPmetjGBo1y8i1koh206bVsMup4DRN2R16WKrEly73+E+P7+TlOz5/7UNn+PC9i/zKH2xyas7h/HKDOxbr1MzX79zsthYnkyThwjPbwoV4VGy6RZQCYpE3KUx4pGlWntiXLrv0MNRVyv+jKQqyIh86+aTDzMpi7FsIXyJ3QZHF/RX5k+ktemmKJqskffF2TT9K6c1CerOIpqVyumPxq1/e5vKBR88V49c/82fu4cY45HNXRyy3bVbbFvefanO665ROwqMuxyLfKooSTEPFtg10VSlzP8tMihNs20edk1LxYcvdi2GUECWJcFo+630gSyJzobB3q6oMiBbz9IQx//LnZJHpqeXN2IdZDfKLyryIIiGWTl3hQJQlCdvSsU0dOxf2wihmMHKZzG4ukynyKSdTn4nrk2UiLxSE4J6kR9vKi/eiEFMbdYv5toP+HGPqhVV+mocCB0FMmjefFVkcxVj3s0thvCBilovAhTDoWKJUyDRUPD9i5gWiPCpOKYqjilWYwg2rKXIpphaj+Urhds2bxUuHapKU+a9FM1vhdE2zFFmS82xYqQwVFm5OHU07LLw6FCEhjBNmswDPD0mzLM9xVajZOq2mTZyk9IczmjWLuXaNJEnZ2h1gGhpzLYfRxGc89VDztjlFlpnMfHqDWRmwbJmi/dv1QsIwQVEkbMsgjhM8X4joSS5kF7EUhXu3yLGVJVH0leQrWqosY9uiyMk0tOqE+E1CJU5WvBKO5ggXcROivC2hOLxJgKzI+YJoKsrwsow4EQuqcZLx9//zFYZezNvXG7z7dJM7522SNOOJ7Smfuzrk8RtT4vy4o8oSD63V+ZZzbc7MmTy6MeF3n+nz0Xet0HU0gjijaR1fUDF1lfm5Oq2mXUVVVFRU3MStOhYezfEuJmyubh6w2G3g2Aa9wZR//bmrfPbKkF/4y+/FzKeodvZHZab8QX/K6dUOkiQx8wJ298ekWcYdp4QYudcbo2tqNeFSUVHxqiJGu0Up10lCZWG8cb2g7EVw/RDHMui2a2jayeW5UZwQxglhmPCvPnuFqwczrh24GJrM//Kn7uH3Lw3YGHqcma9x52Kdh851X1IB0cvlthYngyDgG5f2gJtHkQqBsCixQRLjqQBaXkZj6hq6rmDqKoahHROdinHPMDoc6/YD0f4tyxLGkUbeKE5oNWy6nRpBEOfZJnPP43zLSvGraAEWjVUvz735Srh84HJjFHAwCzmYRfzAwys8tTfjn35mg5alMecIR8QH7uxwsefRcAzOLDRY6zooklSGudqmzly79qKamguRazLxmXlBWeriOAa2qd8kuBTir8hmjPCDOM+hiIW4mwphSkJkaIkTC5k0RbRP5du2cLVKEqiKGAN3LAPHEa61l1Ju81JJ0hTPi5i6om06jPLMTVPHNFVkSSYMY/yiHZXD/NPCwWgcdR8+63mmaUYQiqa00dgT2xXhXFQVUfJTNMJHUUyai501W4x6a5qSN1qL93kQiugCoCylKUqcRCuYyGIsxDfXC3D9iDRJS/dpkma5OCxEYUmibDo/FBcPC6TSNDsmQEqyhFz8LYnPi64JV62Zu2YLAdzzI3YPxqRpiiRLxHFaPuc0Tcv2c0A0vOWfeVMXAmJ/NMP3I5EplC8YWKZocZ/OAlFE1HQYTz36wxnLiy1sUycIY/rDaVkOJMsy07wNvBhtNwyVZs2iUbfKnfru/hhJgnbTYb8/wfMj5tpidCiKEzw/YntveNMChZ6L5JIsE8cJqirj2AZ15/UPd654+VTiZMVLxQ+isn22bMaEcv8Kh5MdxTSJosh5OH3KzjjgK5tjHt2Y8K7TDf7IPV2e2Xc5O2ehyBKbA5/PXR3yB9dGTIKkfNy1lsF7z7Z49+kmNUPla1sTfumLN1io63zb+Q4PrjaOjW4DNGoGi93msRzkioqKimdza4wrosymaOkW49h9Oi2bRs0iihIuX98nlRWarRorbQsQ+9TtvRGriy2u3+hzdl2MgsdxwtXNHooqs9htYJt62QR+7lTlmqyoqHjteLZQ2aib1Gvi+jLLsvzc0BPxcLIwh6mqwnyn9qLPwZI0Q5ElHr3a5/ee2uPy3pSJH/FPf/Dh5xQ6byW3tTgZRREXLu2gKqKJSAiKlO6rohhFkiQGwxmdlkOrYZdCVeFQEuOXUZknGUVpLgpkKIqCqkgoskIQiow9w9BwvZAkSTEMNX9DUObKaapcuttezzHsJM3ozSLmHI3eLOKT3zhgfxZxMA25f6XO9759iV/98jbTIKHraHRrOu8718IyNep5jqF5pODjuSjyAHuDKWma0W6KE4DCTvxCpGnKdBYwmQW4nmgmVhS5dMGJ1ynL87GyfGxYymP7wdBVGrXDD+fzPc/CpekHEa4flSKn+Bgcz7U8+vwLB2jhUizv86gsnnHESZuVYlhxwRjFCWSHjeBkEEZJ2fAsyeIi0tJVTFMvhThdV1/SSkWcpPh+yHjmM574RFFcNtHrulbmVsbxzQ7VovxJlooSqNzNW3xW4oQoSomT+CaHr5RvJ1mRkfJtIS6a84tk+dAhebR9TVUUFFVGyx8bKHeeWUbpEi2clMW/o0g4EL0gQpIkDE0Vz7kc8xaLC1EsRrKbNQvHNp7zfZmmKcO8JVxVFWxTI4pTZl5AmoiyrWbdwjA0eoNp7mZV8jIHIW77YUySj4WbhsbKYosoToQDNi9SqtkG9ZrJQX8qsjObDkmS0hvOGE882i07b0UXJ79IcHatS5ZlTGYim9P1wyPuytydnIkCn2ZdCKHVGPjtQyVOVrwQRWj6cDxjMgvy2BGxfz1avCdJYr9k6Fp5/AyiiChK2RoFLNZ1rvY9/vfPbvDgaoOH1urcs+igKTJjP+aL10Z8/uro2Nh23VB4+HST955psdoyeGbf5dOXBnzf25fx4gQ3TDiVX+AXyDIszTfptGqvyUp7RUXF7c+tOBbOvAAykceeZRlbO0NsSy9zIb96cZv/z+c2+Dt//u0Y2uG00pWNA1aXWmztDFlZbJXC5tXNHjXbIIwTVhdbgFhgNk2NZt16rqdRUVFR8aoSxwnjqZjkS9OMmmPQqFllXI4fREemaoQ5q9uu0W45x7SMNxq3tTiZpikXr+4dCkZF/uMRonzs1zK0Mvw9Sw9HKItx4aO5h4UDSghSQiiZ5c5HEP/fbtpIEsxcMd/vFwHzz6JwLoiR25f1a74gfpSyPfYBibNzFr/x+B5f2RxzMI2wNJkf/SPnkIAvXh8xX9PpOjqLTZ2GpZeZjcUFztG3QzlKrRSjsUVTuVRmCh7LacwgThOm0xDXD1BkOc/SU3JBKSuLSgqh6fi2OuwmL7L/sjQVYqUsl+3bqiJTc0waNfOWjrbGcYIXRAS5OzPMcwklCXRNRVNVVE1GU/L3yBF3iFR0geevd5qmTGYBo4lHHCeleBVGCRmga0o+5n1YdAOHAqooX8pLmPK274Li9ZDyjV60b6VpisSRIp68oEZRJGZeyGA4I0pS6o5Bs25j6CLjsHhdhICakuRFP1GUlKP2aZYWLw1K3uKl5iPvmqbkv7MYFyyF2SNibSEmivFlMU5fvNeKz1ghXsqyhCLJSHIRDXD43ivEUtE6HtGomcx1aujqc6/kFCtJ46nPzBVO3bpjUq+Zx5y+aSoEyDBKmLkB49zhqihimwrXaSKazjVFNKqHEWtLbRzbOLyfLGM88djZH5NlGcsLzTJDNE0zpq4oqPCDiCiK6bRqzM/V822YMRjNGIxcWg3RTH5jb4hpaJxa6dz0e83cvFTHC/OmNVkIslFCmmWH7tiaeSxftOKNRSVOVjwXnh/SH7qMp26+sHq4AFYgimVE8VrRahmGwiF/YxTwhatDvrI5wY8S/h8fOs1Kw8iPqxJRkvL4jSmfvzrk69vTMp5GlSXuX6nx3jMt3rpcQ5ElHtua8Otf2yOIUz54Z5tvvbON9axV9Jqts7rUxjL113ArVVRUvBm41cfCnX2Rn7uQ50YORjN+9N98jdU5h//Xn3lbebvBaJabBVIsU6fdFKPau/tjJFliPPE4e6or8uWTlKubPc6d6lbnUxUVFW8IxPWlMCUFYYRp6DTqJo4lTDlFlNxgNCOOU+o1k+WF5hvSyHJbi5NJkvD0lT0hbogZ7rJgJsuEkJCRHSmskcoLeOEQk0tRrRBR4IirMneGRfloMFC69V4ur6TYJk0z9mchW8OAuxZs/DjlH37qGr1ZxHxN5+HTTf74W+e5dOAiASstk27DpO6YNHJxRFy4JHk5R3zsAqdwnIkKeUWIs8960tmR5164Mo4WAJUzuYg8vZkfEgQxqiJG4XVNIYXShXd0w5TjwpIsmtLzMWNZlsoG6CzL8oKRw5Hj4n4PR49vrQCTpOmxbRaGRbHJEXdk7iAULe7ivaLIsmh1zkeyi9zLwoVZvKZFGVOxLYsszELALdy9R9vEZVkuc0qL+8vISI84dk/6aBdu4ShOy5zJYtsp+eeiyGjU1OL9oLyk9u2XQvE5iyLxmoaxENaeLcgW7tOi4ME0NCxDE7/7Effg0dsXH+ziQr5wTB91SqeZsK4X733t2PtIOFaLLA9Zlmg3HWq2zn5/ymA0Q5YkgihBVWS67Ro1xzwmNm/vj5jOfCRJiAedllOuaAknVMjVzb6ImlBlGvn4tyJLDEYu/dEMVVHwg4jVxRb1mvmc2zIIIgZjl6kbYBk6zbpJkmQMJy6uF5a/q6qI39M0DuMCqpHw15dKnKw4ih9E9IdThmNPuM8pjhHi+yIjVyzS2aYmsoPz41KaZVzpeVzcd/mjb+nyhatDrvZ9Hlqrc2fXLsd8ntqb8cXrY76yOcaPDve1Zzom7znT4l2nmti6zNW+x5euj/nuBxa50vdww4S3LtVucqCvLjaZa9df9MRERUVFxbO5lcfC3mCKH8SsLrUAcd3xv//mE3zqmQG//Fffj6kr5devbBzQ7dSYugFrS6K1ezLzGQxnKIpcXkcB7B6MMfQqa7KiouKNybNNOUgSNVun7ghTVxQn7OyPGU/EtW2n5dBuOi8qmu+14LYWJ9M0ZXtvVI5uCqEty0W4vG1Y1wAhgMRJSpo7zJLcQZkbvEqOyhtC0HhFv+bLJk0zdiYBEz/h7kWH//DEPr914QBdlVltGnzfO5ZZrOtsj0NOzTl0GsIdZeoaQRTjeaHIAEzTMiPTNFQMXcMw1JtGtQuRqBg/jmPhcEvzoo40d5smyc2jwM/mqJuyELrEiG1MECbIEtTyfEkkCEPhWIyiBEniWJP0C4kmcZyUF2XhEYHrqPqryHLp9isKdQqhWjoqamWHQ9qFYHj09y7+HScpHBG6itE6XVOwcseiLMtCDEsOR+8OG9sPs0UPR8UP/60oUrndjoqFt/qiTzjvRCmO60coskzdMag55gs2jL8WhFHMeOIznvlIUD43SToUdY+KjqVA/iyK11o+Mq5fjO8D+EHM1BU78CTNsAyNmm3g2MYxUTaMYgZDl4krCozaTRvXC3MBUTSXW6ZWCv6mId4Lfv7e7rQc+sNZmVHbzIt0iuD21eU2nhcymngANGrCHTzzQjZ3BpDB3eeWXjDvoxj/HIxc/CCkXrPotGxAYjrzGU88gihBU0WWaJplhKFwCRf7inpNNM1XvDZU4mRFkV/bH86IE3EuA4eHMlkCRRWxDZqqiOziMD420v3vv77PZy4PyrKa73rbIop86Mq/2vf54rURX9oYM/bj8ufatsrDp5q852yL5Yb43H/p+ojfutBj7Me8/1yLP/qWLrp6/LxBluDOMwvYVrWvqKioOJkf+7Ef49d+7dfQdR3DMPjJn/xJPvzhD59421t1LByOXUYTj1MrnfJc9vpWn1/47FX+4gfv5Pzy4X1v7QywTJ3ByOXsqS6yJJXnZUsLDXqDGadX5wBxTXB546AsxamoqKh4o5OmKVM3ZDLz8f0IVRULLo6lE0QxO/tjkrzkthgNfz0zwm9rcTJJEq5s9vI2bbHxgyghiVMURTqmVBRN2YWLshDPsjQlTlOS+JVlRB51YL5Usiyj70ZoioyjK/zMp65xfeBjqDJvW6nxkXetMI0SHNNgqW2JEhXjhYW7giR3ivlhTBDEBGFUCihFNmfhGtNyl1whir1UQawQOUvHXy52RrkjLkpEgU2cHJaiqKoiViVrRl5Ccus+DNkREbF4Tml2KGwVbkWgdIkWjy7lRQLFNojyciQ/jEhT0HXxvGu2gfo8Y8W3C3GS5NmfRxrG83Zx09Ruau++lRSrPK4fMp2J4ihNU/IsUfM1a3Ytnsd0FjB1A9JMiJW2pePYRpllOfNCISLESTmyLUSFhEbNZGm+SRDGeVlQKHIr8zxWIy/hmc4CdF2hk2d/3NgdcXZ9DjkfGxpPRXlSmqbUbIP9/oQMmO/U6XZqL2qbZFnGeOrTH85QZIm5tghEBnD9kNHYw/VDTF1kJ1mWRhiKRYJqLPO1oxInvzmJk5TecEqvPyGKRISJlLf5SflCq6Iq1B0DCYnJzBOu9zwm5am9GY9ujJEkib/wzmUe25rQtlTW22a5r94ZB/zBtRFfvD5ifxqVj+3oCu9Yb/Cu0w3u6NrIksT1gcfTey5/+O45vrwxRpbgbSv1UuAssE2V02vzb5hV9oqKijcuv/mbv8mHPvQhLMviscce40Mf+hDb29uY5s2TILckc9IN2OtNymJSgIORyxOX93jXPSvlORCI2IzdgwlJkrC+LJq9i/zJpfkG23tjTq120PJz/P3eBFVVyrHvioqKitsNcQ3qM3UDwlCUq+qaih+EJEmGrqlEcfK6XIfDm0CcvHBpp8yZjJNUjNLmGXhAOep9dOy2KNV4vbpqiqzLKz2P//J0j2f2Xbwo5SPvWuadp5o8sT3l9JzNPac61GsmuvbqjVyKEd+kzBeMokSItbmQ95LfHvmocSFuaqqMpqn5iHDR2nz8d4njhJkXMnUDgkBcPGl5pp+Vi7DKqyiMHaUYG/eDKP8TiyxHSRIZkZaObeqv2pjzG4k0TXG9CNcP8IPD9m4hZKvHRO3DIp2TG8/TLCOJ0zwfMzkWL1CMbxeO2ZptvCZtYC+GQqyceSGuGxAlKaos52KljqarjCc+o7xExzQ0+sMpSZJxarVD3Tk8+T7oTxhPfRo1Ez/PhDuav1lc6J9ZEwJlQZFfOhjNGI09arZBkmW0GjbdtnPsts9HEMb0BlM8P6LTsmk17PK1KkKTp7MAVZWZa9WoOZUb6rWiEie/eciyjP5wxu7B5DDXmLyMTJHIUiFQmqaGjMTUC8pisTBOidMMVZb48X9/kbqp8tBanXesN1hpHtnXTEO+sjnmi9fGx4ptdEXigdU6D59u8pbFWtmq/fuXh3zqmT4DN+J951r8qfsXTgxLb9YtVhZblShZUVHxskjTlFarxZNPPsna2tpN3y+OhY888gi1Wo3l5WWWl5df0mMkSQr55JZ4zIwf/ZUvkSLxv33kneXtChFSViQ6DefY2HZRdArQ7dTK+7l8fZ87TleuyYqKijcPcZwwdQNmboDrR0RxjCzJtJsiCmg6E2XFq6/R+d9tLU5mWcZ+f4rvR0xmfj5OKwmBLcmLPNJDZ9zLRQIkWfwrfYlz3kXZx9UDlyd3Zzyz73Kt7/F3vvM8+5OQi/sud87brDYNDF1lfaVD43ly5b4ZKPJCXT/ED6Jjo2tSnk2pqoooZcn/PlpgdFQgK8ezs+Pt7MXfcS7IJunx+y/y+ExD+6YQIl8sWZYdE7OLSIVC8E+fo/WpcKGK10zOcx1VdF20dd9OxEmC64bMvBDPDwEhpquqQpjnoaqawnTqo+sqp1bamIZYqe8PZ0zdgPXltsgJzTLiOMX1A4Yjl9HUhwwsU0PPsyAN/TAXcjL12Nge0KiZeEFMmqV0mg4Lc40X7XJO05T+cMZw7NGsW3TazrEVsUIwrpyTrx2VOPnmJssyprOArd0BfnA4Tl1kJBcZyqoqFlb9QESypBn4UcLjN6Y8ujnmiZ0Z3/W2BT50vkPfjejYWnlf+9OQr2yM+crGmGuDQ0FSluCtyzUePtXkbat1DFUmTTMu7M7ouxEfuKPN717s07JU7l+ul4JlgaZK1ByLpW4Dw9CoqKioeLn8/M//PD/7sz/Lo48+euL3i2Nhwcc+9jF+4id+4hU95r/7/Uv83Kev8it//Vvo1A4XXfvDGeOph6FrLC+Ix5y6Ab3BlJWFJtdvDI6V3hwMpsiSVLZ+V1RUVLwZSZKU0dTjoD8lDOM8tk5nfq5e9ia8mtzWy99xHLO7PxL16FBmtT0fhdB4WOpy5Ot543dBWVQCiLLiFydMZpkorvnGjhilfP+5Np+5PCRNM9653uCj717B1mXW2iZrbZNm3eL0audFO6De7EiShK6r6Ceo82ne+hwfERd9P8pH8g/LedI0K4XhojBJkg7LkFRVxlI1VMcoy2AqXhgh3qpvyHav1wpVUWjUrXKVvRBsPT+CTOzUwyBCkiWCMOapy7vYpsbKYptOy0GS4PqNfpmFpGkKTc2mWRdjQte2eqVormsKSZoymngE4aGLd+IGNOtW3u7tstebULcNVpda6PrzHzhkWabbqTPXrjGaeFzd6GFb4qAjCpJUqDSIiopXTBBGXN/qM/PC8mu2KfKfZ34kis+SFEWRy0W4NM0Y+zGPbU14x3qD3UnIZy4PeGi1wfc8tFQKkh1bY38a8uVckLx+RJCUJLhr3uYd6w3evt6gZoj9dZplfPzxPT53ZYipynzofAdJgm8737npudumhmnqLLxGJ6MVFRW3Jx/4wAe4cOHCid979NFHWV9fB+B3fud3+Jt/82/yyU9+8gXv86hz8pXQH7v8s0eu8jf+9H3HhMk4STkYTFFkiaV5sSAYxwk7eyPOrnfZ2h2yvNA8ZnQYjlzuOD3/ip5PRUVFxRsdRZHpNB06TYc4TtjrTZi5wUufpn2Z3NbOySAIuHBp78TvybKEpirIMiRJVp70H7tNXr6iayphJEZ5X04BjiRBnEnYpsbMj/gbn3iaIE65e8HmHaeavHO9Qb1m4OeuqmKLryw2WZirXDIVFW9GRFxBQG8wYzL1RcSEJJrGNVUmSTJWl4RF/ujCRJZlXNvq0Wk5RHHCcORhGCrddg3T0EjTlCcvbrPYrWMaernvGk19oigWArKqoOkqet62LlrX8/Z15bBsqXBvTmYB+70Jjq0z36lXYv1rTOWcfPOQZRkbN/r0R275Ncc2aDgG46lHkGe6SkikmXBHFucmX9ua8NvfOOD6wOfuRYc/99AS87XjDubdSZA7JCfHRrYlCe5ecHj7Wp0H1xo0TCFIemHCo5sTdFXinaea/NaFA87P25yds04cTbRMUQg2P1f/pl6EqqiouHU88sgjfPSjH+UTn/gEDzzwwHPe7lYeC7Ms46nLu3iZxEN3Lh773saNPq4Xcu70fJklfnWzx2K3QZplDEYz1pcPF216wxlZltFt117Rc6qoqKi4HYmTFFniNTHS3dbiZBzHfP3pbdEwq6lYpoamKcxcMQ6cJCJgXpYkDEPNG3VF2OdL+aVL5518WLxj6CqxrPG7F3b5gyt9rvQ8fvg9qzywWmdj6HPHfA1ZlnBsjeHYPyaMri226M7VX9bvXFFRcfuRZRnbe6O84CbLi6DEDt7QtXI1SlFkDF1FVRUxWrTYomYbeH5EbzAlihPaTQdVlbm22bupvTvNMg56U3qjKYokBMiaLSIjkjQlilOSRIzhx2l2rNUectdnFNOs26wtt1+7DfRNTiVO3v7sHYzZ3h+Xn2XbEq7D4cRjOvVJs6zM5Y3jlCRNuTEK+OrWhCs9j7/2gXUu7rtMgoS3LjmY+ec6yzK2RgGPbU14dHPM5jAoH1OW4K4Fh3esN3hwtU7dPBQTJ37Mr3x5mye2p5zr2vyhuzrcv3LyeYcsS+i6Qqtu0+3UbruojYqKijcun/70p/nIRz7Cxz/+cR566KHnve2tPBb+k/90gboGH/3wPccWYmZewLXNHqdW5sps7b3eBEmCbrvGpev7nFnrouaLtFmWcenaPudOzb/kktCKioqKipfGbS1OJknC1c0efhARx2kpOIpweXEAEZmTz30fecn24f/nIcqmoWFbGpqq4IcJnh+QIfH45pjHNkf8mbct8uTOhC9eH3PfSo17F2s0bZ25toOiyOwejEmOPCeAhbk6K4utl/W7VlRU3P64fsjW9oBmw2Yy9Zi6Iaoic3Z9DsvUSdKUMIwJQpG5OhjOsCz9aNqEEBlzB7Ykwdn1LpqqHCuNStKUg/6UydTHMjWCMC4bJmu2caJjKstzWaM4IUszzCpz8jWjEidvT8ZTj+s3+sSxyNo18ozZyUzklsVJhkSGoiqijC/NcMOEmqHyjz99net9j7et1nlwtc5bl2tlCU2SZlw6cPnq1oSvbU04mB22bMsS3LPo8Pa1Bg+u1Q9HttOMp/ddvnhtxEPrdd6yWOMzlwY8tFanaZ08li3LIqZjruXclD1bUVFRcSs4f/484/H42Ij2L/3SL3H//fffdNtbdSz88qUD/sf/66v83A+/i3NLhxmWWZbxjUs7tOoWy/n12MwTkyOnV+fY709RFJm5I7mSg5FLnCTMdypTSUVFRcWrzW0tTkZRxJMXd4QbQRZlNcmLnMsu2jFNU8OxdMZTj9OrXQxdxfMjDvoTJm6QF3xIfPxru/znb/To1jQeWGvwx94yh6EpZBnUbIOVhSauH7G1MyifQyF8tuoWp9fmqna3iooK0jRla3eILEksdhtcv9FnOgtQFJlup0a3XSvHqmdewN7BhDP5/iPN3Y9hGDOZeez3p0iAY5s8e/dSuLT8PKvSsU2SJCEIYixTo9mwsS0dJS+Tqnj9qMTJ24cgjLm2eYDrC8FQkSXWlzukpOzsTYjiBMhQFDkvXst4am/GVzcnPLY14e5Fh//6Pav0ZiFtSys/e2Gc8uTOlK9uTXj8xpRZmJSPqSkSb1l0eGC1zgOrh4JklmVIksQz+y4/97lNDEXm4dNN3ne2Rce5WZAszknkvA18sdukUTOrc5OKioo3BLfiWDjxIr7vH3+Gj773FN/3gTuPfe/G3pDJxOeuc4tIkkScpFzdOODMepcszbi+3efcevdY1uTl6/ucXe9WvQAVFRUVrwG3daCQJElkCJfB84mSmirjWDqNuk29ZqCph792ke/mWAZXNw4IohgvTPj69oyvbk3w4pT/6dvP8Y5TLd53psVCwyiz4+Y7NRo1k+29MU9f2RNjWxKlSGAaGnecmkdVqxGpiooKgSzLrC93RBnNVo+1pTaTqY/rBYwnHvv9CYau0m3XadYtmg2LG7sjVpdayLKMoYvR73rNxLYMdvfH+eJMSqth027ayLJMmqbEsSiOCsKI3mBGmmXUayZxkrC9NyrLOETj/aFA0aiZdCuXQEUFICJkbuyN6A8PcyTn2g7NusX2/ohrN3pkGfmiQkYQpTy5MWahrjPn6Pz61/a4b7nGX/vgOustU/y8ozPxYx6/MeWrW2Mu7M6IksPzGEdXuH+lxgOrde5dqmHkMRBplnH5wOUrm2Me3Zzw1z5wiuWGwV/9lnVOtU8WGlVFIk6E1bpZM1iab2GZVclNRUXFm4+rOyPef67N937LHce+HgQRvf6Ue+5cLvO2N7cHLC80URWZazs9Vo6U4ABMZwGObVTCZEVFRcVrxG3tnAzDkCef2S3/X5IkDF0hTVO6nQbzndqJJ+pBGDEYuYwnPp4fkgF+kqGqCqcW6vzQz3+ZxYbOw2daPLhap2mpQvzMxNhWt+MQhAm9wYwkFeNchYMhy4Rj4tRKh0bNelm/V0VFxTcHUZSwsTOg4RgkaUaaZsx3auz1JwxHHpIEtqmTZhmNmsncs8LYsyzjysYBSZKyvtJh5oUMRzMsU2euXcN4VuO9H0Ts7I9QFYXF+QaKIjOZ+gxGLlmW0WrYNOtmdSL+GlM5J994ZFlGbzBle39MkojjvGmoLC+0GIxmjCd5jqQkkZGRZbA19PnE1/e5sDtlpWHyJ++f5y1LtWP3uTH0+fr2lK/fmHKl5x2LfplzNB7Ix7zv6Noo8mE8zc4kYKVp8utf2+MPro14+3qdt681ODNnlePgR1GVfPE2Ec9xfq7G/Fy9ypOsqKh4w3IrjoWeH4IkYRmHCzBZlnHhmR0W5up0O2KffNCfkqYpC90Gk6nPeOqxunQ8a/vy9X1OrXQqk0lFRUXFa8RtLU4C9EczWnUL14/YPRjjWAbzc7UyOylJEoYTn8nUw/VC4vwiQ5IkMgke35rypY0JX7k24LseXOJPPbiM64fIgCRLGIZGkqR4fsTCXJ3RxMMPojKriSwjiGKSJENVZOY7NRa6jWpMqqKi4kWRZRn7/SkzN8ibuyWW5ptkWcZo4pUn0EEUU7NN5jt1HFsv9zF+ELG1OwTg3HoXANcLORhMybKMuVaNmnM8Z3LmBuwejLFMUdqhKDJxkjIcu4wnHo26VbVSvoZU4uQbB9cL2NwelGPbkgSdpo0kSQxG7rHYlqEX8dWtCV/dnPAD714hSjKe2J7ywGqdti0ujP0o4cLuTAiS21NGXnzs8U61zXJce7V5/HP6jd0ZX9kY8+jmmIap8uP/1TniJENTpFwUPY44L1EIwpgsA01VWF9uUa+d3MxdUVFR8Ubi1ToWbm0PmHoBd59bAkT+9+7+mDNrc2QZ5eh2EakD4jyqP5xV5YAVFRUVryG3vThZOIE0VWG+U8MPE0YTl5kbEsUJEqCqCsXEomnqPNPzWaprHAxn/PPf2+Rbzs/xzlMN7HxsyjR1arbO1A3IsoyZF5GmKbIsoShiRLzumGzuDEpR0rY01pfnjjXnVlRUVLxYXD/kxs4QVZWxTJ3F7uF+0fND9noTRhOPmm2QZhmWqdNu2FimxvbeCBBCyvJCq/y5KEo4GEyZeQGtuk27ZZcLN1mWMZn67PUnNOsWc+3DQo7CCV7x2lCJk68vSZKyvT+iP5yR5uKjpso06haTmU94JP9xGsTUDJVPfH2PT36jx1uWajy0WufBtQamJj5bu5OAx28IMfLi/ox8TRQAQ5W4Z7HGfcviTyFiAoz9mK9vT1EkePeZFr/65W1qhsJDaw1Wm8YxQVKWJNJMnH8oikyaZnnepcjBPr1anY9UVFTcXrwax8LJzOf6Vp87Ts9j5oaTKxsHnFmbQ1UVdg/G6JpKu2kf+7lrWz2W5ps3TaBUVFRUVLx63NbiZBwnXLq+D4iLcBBCpG3p6LpCGMREcYpt6Qz8hH/3xQ0+/fQBLUvlL75zhbedahGEwsVg6Kq4OJcl9g7GohE3TkmSFEkS3+80azTqBte3+kzdEFkSLoW15TY1x7w1G6aiouKbljRN2doZ4vohnabD/Nzx3MeZG3Btq4+qSDiWQUaGH8bYps505mOaGq2GQ6N2fH+UZhmjsUt/6GIYKvOdGoYuRJEsyxiMXPrDGd1OjWa9clm91lTi5GtPIc5v7Q7L8wAAy1DJsowwTkuhcnPg8+jWmK9uTgiTjL/1HXcw8mMsTcFQZcI45eK+yxPbUx7fnrI/DY891nxN5/7lGvet1Dg/b6MphwsEaQZelPBPPrPB5tDnrnmb955t8c5TzWP3IUkgIaJjdF1FkUWZQxQlouRGFjnYS/PN6vNbUVFxW3Krj4VRlHDp+h71msXqYossy7h+o89cy6HmmIRhzObOgLNHSnAAwlDkDJ9Zm3vFz6GioqKi4sVzS5eDfuzHfoxf+7VfQ9d1DMPgJ3/yJ/nwhz98Kx/iGLIslcUQzZqJ58cMJy5hmKBrKpGs8Fvf2OPb7ppjs+9iaTIf+867aWigyDJplrE036ReM3C9iJ29EVGckKQpuqaiKQpZmnFqtUPNNtjeH/PkxQGSJFwV3U6NhblqhLuiouLWIMsy6ysdhmOXzZ0BaZYdc1A6tsH6cpv+cIbjGAxGLqoio6oKiiIznQVMZgGnljvHRrllSaLddGg3HVwvZGd/TJpmdNti5LvTcmg1LPb7Uy5fP2BpvoFjG6/XZqioeNWI44Sd/RH9kUuaZkL0k0DXFJIkwwti0jTjcs8jSTPuXnT4+ON7tG2N735wkbvmHTJg4id84eqIC7szntl3iY+U8ikynJ93uG+5xv0rNRbrh5+lWZjwtRtjntyZcmFnxp+8f553n27yx+7tcte8g6XLFEvGsixRnF3ouopl6LheQBgnBPlz1w2VlYUmjWp0u6KioqJECJE9ZFlmaV6cR/VHMwxdLQ0lN/aGrCy2btp37vUnLMxV0TYVFRUVrzW31Dn5m7/5m3zoQx/Csiwee+wxPvShD7G9vY1p3uwqvBWrY4XzYTjxiKKEmmNgWzq///Q+//YPNnhmf8b77pzjI+9eQ06FCyJNU5p1i+XFFoosMqSOttZalkYcJ9RsEz+IWJpvMJ767PUmYtQRqNVM1pbaInOyoqKi4lUgDGOevrpLq26xutQ+dvK835+QJhmL8w3CKKY3mDF1feI4od1w6I9m6LqKYxm0Ghamod108h3FCQd9MfLdPtLyHccJQRhX4uRrSOWcfHUpzhVu7B26JLNM5EaKpvuMDJgFCb/+tV0euzFBV2T+8N1zfOh8B4CRF3FhZ8aTuzMu7EyZBMmxx2jbKvcuiVHttyw6mPlIdZxkXO65PL3n8h1v7fLo5oRHnulz72KNtyw5rLfNMk6heD7kLknDUKnZBlM3wPMi0vx0TdeUMi+2+pxWVFS8WbiVx8Ibu0OiKKFeN+k0Hfwg4sbusHRJjiceUzdgZbF17OfiJOH6Vp9zp+Zf0eNXVFRUVLx0XrWx7jRNabVaPPnkk6ytrd30/eIA9Mgjj1Cr1VheXmZ5efklPYYokphg6CpfudLn88/0+AvvXuMbey4Hk4C3LlrosoSqyLSbDmmWkWWiDXd7T+RLZYh8Jk1ViOKUdtOm1bAZjGcMRi6eL8pv4ihB0xTWlto06lULd0VFxatPkqY8fXkXTVM4u3YY1p5lGZs7Axo1i2a+P8qyjIPBlL2DCZqmYGgKc50ao7GHF0TYpk4rz6g8KlSmacZw7DLIW767nVq18PIaU4mTrw5JmrLfmwgxPxWLi0cMjvhRyhM7U766Oea9Z1vcNe/w29844G2rdeYdjUs9r3Q4bo2CY/dtqBJ3LTilyLhYFyVVaZoxCxPqpsr/99EdPnN5KITLxRp/8v6FMpeyQJKEs1mWJWRZxrEMajWD4chlMhO51wCWqSFLEjXHZK7tVJ/RioqKNx236lg4mniMxi5RnHLuVJcsy7h8/aDM4k2zjMvX9jl7qlvmcBfs7I+xTa261quoqKh4HXjVzm5/8Rd/kTvuuONEYfIo3/qt3wrAxz72MX7iJ37iJT1GBvzalzb5T0/skaTw4Xvncb2Q9ZrC6UaNdsOi3RIn8dOZz87+mCRJ2Nkfi7HstkMQCcdkt+1gWwZZlrF7MGb3YIyhayLXKU5ptxzWllrIzzqIVVRUVLxaKLLM3ecWeebaPs9c3WN9pY1tiXHt1cU2VzYOMHUVI3dGznfqRFGCaajs9aZs7QxpN2zm5+pEccJw7HJjLzwmVMqyRKfl0G7azNyQG7sjHFtnvlN/4SdY8YZh72AMEtRs8yYB+psNP4jY2hkydX2Ackw6A9wwwdYVHtua8POf22StZfLQWoPFus7G0EeWJf7dV3e5+KxRbQnRrP2WpRr3Ljmcm7NRFbGN/Sjlk0/1uLjvcmnf5Z6lGn/5fWu863STP3T33LHSG1mWSkFSUWQUWaZeMzF0hYP+jMFoRn80Q5bAsQx0TSFKUjpNm2bdFs7KioqKiooTCcKYg/4UTVVYXhAZvJvbAxa7jbIkbL83Ya7t3CRMpmnG1PVZ7FbnPxUVFRWvBy/JOfmBD3yACxcunPi9Rx99lPX1dQB+53d+hx/6oR/ik5/8JHffffeJt79Vzsnf+OI1SBLumDNRZDlvnXXKsoc4TdneGdAbukgS2KaO4xi4bki9ZjLXclBVhSzL6A2m7B6ILLZOy6Y3cJEViTtOzWOZ+kt6bhUVFRW3iiRJubxxgCxBvWYy36kjSRJhFHP9Rp+z64er/0maciV3CFzdPKDbqTOaeGRZRrtpU6+ZBEHMcOzi+iGWodNqWNiWXgpaVVv3K+MXfuEX+Af/4B9w4cIFfuZnfoa//tf/+vPe/la4RdI0ZeaGTGY+nh+hKBI126TmGBi6+qZ/PbMsYzhx2d4dla3VxdnN/jTksa0Jj21NuNr3+Nt//E5UWeL6wOfGKOCpvRkX9138KD12n21LLcXIexYdaoZKEKdcH3g8s+9ycd/lD901x90LDr/65W3umLc5P2/TdbRjea+SLPJkNVUGJCxDwzJ14jimP3IJ80I/RZZo1EUMw3QWiCK+loNtVecfFRUVb35uxbEwCCN8P2Y09Ti10mEwmuEHEcsLLUCU5Gxs928qwQHoDaYgScy1nFf6q1RUVFRUvAxu+Vj3I488wkc/+lE+8YlP8MADDzzn7W7VxdhTl3epOwZz7doxAXEwmrF7MCEMY9Iso1GzUBXRbtlpOWUjbZZl9IczdvbHKIpEq2nTH8yIooRux2Flsf2mv6irqKh44xPHCVc3ezi2jh/ErC230VSF6SygN5hyarVT7qv6oxlxlOA4Bgc98b0kTRmMXMYTH8NQ6TQdTEPFD2NGYw/XC9F1hVbdPlamU/HSeeyxx9B1nb/39/4eDz/88GsiTg7HLpIkYVs6mqoQJykzN2Ay8wmCGFWVqTtCrHwzjQSnacZ+b8xePrqdZaKd/lrfZ38a8vDpJr/2tV1604jTHZMMuNLzeHrPZRYez420NZnzCw53L9i8ZalGx1LZGgVcG/jsT0L+3NuXeOSZPp+6OOCOrsX5eYd7lxzq5uH2lABFldE1BVkSCwaapqBrKlmaMnF9/CApx7U1TaHbqmEYKqOJR5pmtBo2zbpVuSQrKiq+qbhVfQSXNw44tdIhTVI2d4ecOyJEXtvqMT9Xx36W6STLMi5d3+fc+ny1762oqKh4nbilVyif/vSn+ehHP8rHP/7x5xUmbxWyLPOWOw/dln4Qsb03Yur6yJIsWrU1BTlv4ux2apiGcFQeipIjJElifaWDIsPFq/sossTddyxiGpVboaKi4o2BqiqcXp3j2laPhW6da5s9Fucb1B0TLwjZ603KZu92w+by9QPaLQfT0OiPZsy1asx36sx36nh+SH8o3AT1mkW3U0NTFfwgYjTxCKKYbrtqqny5FMe/lxoD8tWvfvVlTxIYuirG8sdD4iRFkWVsS6fdsLFMnSRNy3iTKErQdYWabeLY+m0pVsZxwtbOkMHYLb+WZRn/11d2+OrmBEWGty7XCOOU/izi6X2XL22Mj92Hocqcn7e5a8HmfNdGkmBjGDDnaCw3DP7mb14izTJOtU1OdyzSLONb7+zwrXd2yvuQJTAMDVURrkjIkGUZVVVIkpggjPEmYZ55LZyUNdtgcb5OlgpReeoGSBIsLzRvy9eioqKi4o3CZOZTtw0UWebaVo9TK4cLt1M3EMfGE6bhprMAxzIqYbKioqLideSWngX/8A//MEEQ8EM/9EPl137pl36J+++//1Y+zDHSNGX3YJKX22SYhoauKmiaih9E6LrKmdW5Y0USw7HL9p64SFldbNOom2xuD+kNpzRqZtXQVlFR8YZE0xTWVzps3OizvtJm92DCdBaw2K2zuTNkMvWp10wkSWJpocHO/oi1JZFNWbMMjHxxxjJ1Vpd0sixjPPXZ2hmQZdBq2Mx3alW27uvEK8lgHk98Zp4obZElCUWW8IMI1wuI4hQJMA2NumOU+cquF5ZiparKOLZBzX7jjYFnWUYUJUzdgIPBBNeLRD70JOSJ7SlP7ky5o2vzjlMNwjhlvW2yNfT5zKUhn2FY3o+mSNzRtTk/b9F1dKIk4+HTTTaGPj/9u9doWSqnOhbvOd0E4Mf+yFk05fCzIEtgmjp62cSdkmViHDvLMpIkIU5SkjQlTTPIQJIkdF1hrl2j1bDx/JDRxGN3f0LNMVjoNjD0SpCsqKiouBXUHZO6Y7K1O2S+Uy8XfLIsY3d/xOnVuRN/7mAwZW25/Vo+1YqKioqKZ3FLz4gvXrx4K+/uBYnTlG9c3MYyRWba1A1I0wxdV6nZ4gL9zNpcOb49GLnsHozJsoyl+Sbtpk0QRjzx9A3SNKuEyYqKijc8hq6yttxmc3vAmbUu46nHlc0eq4sttnYG6LqKoas4lkGvP8ULItaW22zcGHDu1PGMJUmSaNZF43ecpAzHLlc3ezRyN2XFybzY/OWXytEM5pdKhsgJVRW5dH5kGUiyDKpEkiS4XsB05pNkQjiTZQldUzANTeQ0ZyJzKwhjJEnCsXQc28Ay9VfVTZJlGVGcEEYJYRTjeSFT18cPYo4Gz4z9mIv7LvcsOuxPAv7hI9eZr+lIwO883eM3vr5/7H4VGc50LNZaBitNk/edbfHxx/f4rQs9bF3hdMfivpUap9omP/knz1MzDk+JVFmi7pgoikIUJ+XIeJZlBEFElm/fLMvwkjQXIsVnSlNVWg2LZt1GUSQmU5/x1Gcy9ak5JguderlQUFFRUVFx65AkScScAM0jjdu94Yxm3UZVlZt+JggjZFlCO+F7FRUVFRWvHbf1cr0iSSx06/TyjMh6zaDbqSNLEte2epxd7wLQH07ZPZiQZRkLcw3m2iLoeGtnyMFAuCWTJOXUSuf5Hq6ioqLiDYFpaCzNN7m21ePMWhfb0tncHtCsW2zmQe+yLLO00GRze8DZ9S5zbYftvREri60T71NVZLrtGt12jVscRfym4zOf+cyrcr8PPvjgy87Z2u9PSJKbX7dCi5aQQMoAKS88gjiGKIqZusJxidAshciGGI8TPy8aplVZRtPVvNBFQ1WVY+PMBRnH/pc4TvDDEN9PCMKIIIpJk4z0ed5naZYx8WOalsbvXR7wWxd69N2IlqXStjQ2hh5+nHF94Jc/o0iw1ja5a97m7JzNf7nYZ3PgszcJ0WQZTZH5wB1tvv3uOZrWkQZtCUxdQUJCkqV8/BrCMAEpLX+7JBVOSTIxuq3IEpIs4+gqjm3g2AamruH6IdOZz43dIaoq06hZrK908m1VUVFRUfFqEYQxvcGMs6e65dfiJGE4drnjOQwo+/0p852qobuioqLi9ea2FifT3A05P1en07SRZZk0y7hy/YDVpRaDkcvBYEKWQbddY65TQ5YkXC/gykaPJEk5u97F8yMMXTlxNa2ioqLijYhjG3TbNa7f6HN6tcPZU/Ns74oM3Y0bA06tdtA1FdsyGE08Wg1buLdmPnXHfN77fiON9Fa8OOZaDq4fkSUZSZaRpmmec5iV7sPsiGqYCbMfJ+mDubHyyDfF3zEpfhgzmfo3/9ArIIxT0gx0VeLfPrrLxsBjYxjQNFUePt3k8RsTem5IksLBLOJgFgFgKBJ3ztvUDJWdccD+NGR/GvKn7l/gnkUHWYJTHYu2dTimvlg3AJBlUGT5WIRBmqZkqfhd09xZqsoSiiJuV2xLVZGxbeEqVRUZz4+YuQF7vYnIlHQMOq0apvHGGo+vqKioeLOTZRlry23kI/venb0xS93mifvjJEkJwxjbqnoGKioqKl5vbnlb94vlVjSyncTGjb7I0vIjyDLaLZv5Tl0Il2nGjd0h/dEMQ1O588w8cZJyY3dUjn9XVFRU3E70RzNmbsDaUhtJkhhPPDZ3BrQaNiuLLdI05fL1A86dmidDLN6cWZ9DVarFmFeLX/7lX+ZHfuRHGAwG6LqO4zh84hOf4KGHHjrx9rfieHhjd4jrBUeEyKw0LxaiZJZlpPkocjGSLNySxQ8dMzzeUpI0Y+BGDNyI8wsOF3am/PY3euxOQoZexHc/sMhCXec/P9Vj6MXsT0PSZz0ZR1doWSqSJEa8FUni7/6J81wfiGbu0x2LrqPddCwvnKCSJInvSXkupyKjqWJhUlMVFFkizUfMo0g0eSuKKE8wDRVNU4miBM8Pcf2QJM3QVAXb0rEtHcu4+bErKioqvpn58R//cX7jN34DJT/n+NEf/VG+93u/98TbvhrXhp4vCgOfK2tyvzdB0xRaDfuWPF5FRUVFxcvnTSNOJmnKxlafqRugqgrNusnCXKMswpm5Ade3+kRJwnynzvJCkyzLuLrZY2WxVQXSV1RU3Lbs9ybEScrygijyCMOYi1d3aTcdVhZbDMcuQRiz2G3gegF7vSmnVzuVkPIG4VYcD6/f6OH5MUKEpBzdLkay4VCQU2QJRVGQFQmyjDTNiJOUOE6Jk4Q4TsSIuHRoniwEPlmRUWWZDDGWnSYpcSLyLsd+zLW+R28W0Xcj7lqwuW+5zk9+8jLXBj62prBY1/l/fvg0F3ZmfO3GhLGfsD3y2Z1GN/1ONV2haalEScZ9KzW+58FF/sMT+zRNjXNzFstNA+VIFqaqyOi6immoWKaOoamoikwmQZZmJGlGnGdbRrH4PQs0TcHQNQxdQZLksoTHDyLCKBb3r4p8TsvQsC29PL+oqKioqDiZ4XBIq9UC4MaNG9xzzz1cu3aNdvvm8plbfW2YZRlXNg5YW26XxTjP/v6la/vccXq+Oh+qqKioeANw2ytySZJy0J/SH82I4oRO02ZpvlmOaCdpyo3dIeOpT5ZmnD8zj2WKsa7RxMMytUqYrKiouK2Zn6uzvTdkvz8R7ZS6yt13LPH05V3CMGJtpUN/KLJ5bcvAMgP6wxlz7ar05s1Cp+mQ1LM8HzEjiVPiJM2LZmKiWPw7COND1+QRjuY/yhJIsgQZeFHM7iRk5MWM/JjVpsG5rs2vfGmbjaHP2I+ZBjH/4LvuYWPg81vf6DFna7RtDStvtf6Bh1fozyI2RgGXDlz+x49fZBYmPJs5R6NhqLznTJO6qfDxx/e5o2tz96LD3Qs2siTxJ+5bKG+vyBKGriIrcumMBIjjVJTQZFkuxoqxbFkWQq2iyCiKRKoppSgbRcItOXNFSZCuq+iaSr1momtKdeFaUVFR8TIohEmAyWSCJEmkafqaPPZw7OHYxonCJMB46tOomdX+vaKiouINwm2tyqX5iliSpSRJwvmzi1hHGjDHU4/t3RFRnGBZOmfXumXjaCFqVu3cFRUVbwaW5kX5zWA0o910UBWFc6fmub7V58r1A+Y6Nbb3R5xa6bAwV+fKxgE1x6wWZ94kbO+N8MOozEyEQqwrnJMZfpxiqAojP+Jaz2UaJEzDhFMtk/MLDr/65W22RgHTIMYNE37yT9zF03su/+6xXRqmStNUqZvi/XL/So0H1+o0TZVmPmr91uUab12uMfQiLh14fHljzL95dIeNgX/TiLamSJzpWJzrWsRJxte3p4z9mLN5g/aco/P29eaxn1FkCcNQy0iCo67Ok5AkqczPzHJHqSwJ56iqClelqiqoqhAwKyoqKipuPf/oH/0j/sk/+Sdsbm7yC7/wC8zNnTxiXfDVr36VWq3G8vIyy8vLL+sxkzSlN3j+67zeYMqp5xj3rqioqKh47bmtx7rTLGNrZ0AQRKwutbFMEWYcxwlbOwPCKMEPY5bnG3Sf1cK2tTuk7pg0as9fDFFRUVFxu5BlGde2enRaDo2aBcBw7DKZ+rlDLGFlsYVjGwRhzOb2gHOnupVr4HXmVhwPP//EFl+62mfiJ0yDmHsWHR5YrfOPH7nGxsBnGiSkWcbPfs9b+MbejP/4xD6OoVI3FB5YrXP/Sp3Hb0yQJKjpKjVDoeNox0oFTiJJM7ZGPpcPPC4duFw68Oi7N49oN02VO7oWZzoWSLA5CNiZBPzot5/lSs8jSjLunLfLMW0J0HSFVsOh23ae0/lSUVFRUfH68YEPfIALFy6c+L1HH32U9fX18v8fe+wxPvKRj/CpT33qRIGyOBYWfOxjH+MnfuInXtbz2t4bYVs6zbp14vc9P+JgMGF9ufOy7r+ioqKi4tZzW5/ty3m4fbdTxzJ1sixjOPY4GExIEpGjddeZBYwjbkoQ4chRlFTCZEVFxZsKSZI4tTLH1c0DFFnGsQ1aDZuZG9ByLPwg4spmj7vPLWLoKu2mzd7BhMX5W1dKVvH6cKM/45m9GTVDoW6oOJoogftT9y2gKhI1Q8HWFGRZ4t6lGvcu3TzSf/9K/YR7Po4bJlzpFUKky9W+RxAfX+OUJFhrmpzrWtzRtTnVNtAUmTlH5+/+9mUk4O3rDb7jrV0AznVtMW4ty9Qcg7l2jZptVKJ5RUVFxRucz3zmMy/6tg888ACrq6t86lOf4ru/+7uf83aPPPJI6Zx8OQRhjB9EZQ73SfQGU7pVtE1FRUXFG4rbWpxM0wzL0Gg1bMIoZmtniCyLg1LdNjl1QuFDlmVs741YW745iLmioqLidkeWJU6vznFl84C1pTamobGy2OLKxgEriy2iKOHStT3Wlzu0mzbXtvq4Xoht6a/3U694Bdy14HBH1ypLcIpG7rX2y1+Ey7KM/WnE5VyIvNTz2B4FNzV6m5rMuTkhRBbuSE2ReWJ7ypc3xvzKl7d5z+km3/eOZf77bzuNqR02xVumxly7RrtpV6PVFRUVFW8yLly4wFve8hYALl26xKOPPsq99977vD/z4IMPvqJCnO29ISvPI0wmSUoYxeXEXUVFRUXFG4PbWpyUZYlOy+GgP2U4cVEVmcksYG2pRavhnPgzg5FLzTGrEbGKioo3LYoic3p1jmubPU6tdtA1lfXlDte2epxa63Bts89eb4Jj6awuNrm21efcqS5yJQ7dtiRpmhfdADfJhy+OKEm51ve53BPj2ZcPXCbBzcU18zWdO7oW5+aEGLncMJBliSTNeHJnysCLaVsa/+nCAQ+s1vnO++aZr4mLQFNTaNQN1pY61XG4oqKi4k3Oj/zIj/DMM8+gaRqqqvKzP/uzpVj5ajCZ+uiaetPU3FEGI5d28+TrxIqKioqK14/b+sogTTOubh5gmRpxnJDEKXefXUI74so4Spwk9Ecz7qhKcCoqKt7kaKrC+kqH61t9zqzNoWkKi/9/9u47XrK7POz/5/Tp5fa6Vb03hMCARDcYbDAiIQ4G2XGJSxw7xMRxHBBO4iQOtontn43t2EAcxxgTuo1MkRFNEqgvQm219fYyd/qc/v39cWZm927R7kq792553i+W1c6dO3Pm3LnzPec5TxkuML9Yo1zIoFBoaMwsVBksZZlfqjE5Jhnl56rn0z267ob98uw9Kx0OrLmER0yuMXWNLeVUPytyx1CGQmr9ocNK0+fLT63y4ME6pbTJ264dZbzg8N7XbO/fRwO2Tg1SzKelXFsIIS4Qn/3sZzf0+bIZh2zm+BmRSimqjbYMRBVCiLPQOR2c1HWNXDbF8mqDYiHN5GjpOU96FpbqjA0V5cRICHFBcGyTibES+2crbJ8eJJ9N0e74KKWoNTtsnxoim7G7LTE0Gk2XvPTiPS/FsWKu7nVLtJOekSutowfX5B2DnUOZw/pFprCMozNq5+se39lf47aLBoiUImXp/MptW5ksrX//WKbO5FhZgpJCCCHOOF3XSC6HHVur7ZFNOycc9iaEEGLjndPByTCMWV1rMD1R7k+mPZ6O6xPFMbmss0FbJ4QQmy+TshkZyrO/m0E5Mphn38wqhVyKpdUG4yNFtm8ZYmZ+jYPzFS7ZPoppHjv7XJw73KA3uKbDntU2e1Y7uEG87j4aMFF02NHNitw5lGEoaz1nEHHXXIPPf2+ZlZbPjdNFIqUYzTu89ZrRQ4+rJZm7I0MFBktZCUoKIYQ4K6yutRgfPX4/SiGEEJvnnA5OmqbOpTvGu1fJjk+G4AghLmT5bIowjJmZX2NqvMz0xAB7Dyyj6zp+EGJbJlsnB5lfqvHUngUu3j4q/QDPIUopVpp+PxD57Eqb2Zp3VKm3Y+psH0z3+0XuGEyTtp87EN0JIh6eabBrrsFPvWSKvGPyxiuHuXIse1RGpaFrWJbBQCnLUDl/wrVZCCGE2ChBGKFQcnwjhBBnqXP+0/lkTn5qjQ6ZtC2LkRDiglUuZgjDiIXlOuMjRSbHyswtVplfqrF1chCA8ZEiYRSxtFJnanxgk7dYnKz//Y29/PFXdx91+2DWOmyKdoaJooNxCgHDz+5a4u6nV9k+mOHmLUVipdg2eHSVgmUaWJZBLuMwMlTAPEYZuBBCCLGZVteaDJZym70ZQgghjuO8j9bFccxKpcmOLUObvSlCCLGphgfzzC1WWak0GRrIUS5mWFlr0u74ZNJJA/mpsTId9+hehOLsdcl4Hl2jP7imV6ZdSh9/WumxHFxzuXdvlZWWz8+/fAvXTea59aLycR8nZZtYloFtm4wNFY87jE4IIYTYTEopmi2P0aHCZm+KEEKI4zjvg5NLq8lJuK5LJocQQoyPFDk4v0a13mawnKPRcplZWOPibSNomoamaf1ApTg33LR9kA/96GXY5qmvc6pb+/17X9vPfM3jJdtL/MjVSf/IrQPpZKyAtn4aeCZt49gGSmmMDRdIOacWBBVCCCE2Uq3RoSCD2YQQ4qx2Xgcn/SCk3fEYHcpv9qYIIcRZQdM0psfL7JtZxTQMtkwM8MSzC1RqLSl3OkdZpn5Kgckginlsrsl9+6rkHZOfv20r73rxFOWU0S/7dmyDIIyJYwXdwGQ+65ByTDw/YqicJ5uRAXNCCCHOfpVamy0T0q5GCCHOZud1cHJ+qcb4SFGukgkhxGE0TWPL5AD7Dq4yMVpk+9Qgz+5foVzISJb5eUopRRRDGMf8hy/sZrTgcOslg1w7lqHZDhjKJIcDuYxD2/Xx/Kj/vcV8mnTKpNn2yWfTTIymZF0VQghxTvD8ANPQpR+yEEKc5c7b4GSz7WHoOumUlCcKIcSRDF1n6+QA+2ZW2TI5QLGQZu/BFXZuHdnsTRPPQz7r0HF9wmj9iO61dsB39te4d1+VV1w0wNtfNM3733gxRUfvJUSiaUlQstn2aba9/veWCmny2RRrtTa2ZbFzi1zsE0IIcW5ZXWsxWMpu9mYIIYQ4gfPyEpJSisXlGmPD0vRYCCGOxzQNpicGODBbYXykgOuFrNXam71Z4nlotLx+YNIPY8JIcXDN5c4vPstyO+SdL57ilRcNsFZrU3SSpV/XkqCmpiXf3+s/OVDKsm1qkDCKiWLFji3DDJSyEpgUQghxTomVouP60ktbCCHOAedl5uRarU0+l8Y0ZXKoEEI8F8c2mRgtcWB2jbHhAvNL1e7Ak/NyeTiPKXYvd7hvX5UHD9Z5z2sv4orpEr/9I5eQtg10XUMpRRwrTFPHcSxabY9m2+sPuxksZygXsiytNui4AdunhjCkDE4IIcQ5qi6DcIQQ4pxx3p11xHFMpdpiaEAGOwghxMnIpG1GBvPUmx0s06DakOzJc80jc20++p05Rktp/uMP7mRLwaLj+gyXMlimQRwrdE0jnbaJophW20epZAr3QCnLpTtGiSKo1jtMjw8wPlKUwKQQQohz2lqtTbkoJd1CCHEuOO9SY5YrTYYGcuhyhUwIIU5aPpcijGLW6i3iKN7szRGn6KU7y1w7kcU0dDIpm0I+RaXaotny0HUNxzbx/RC3ExArAEUxn2ZipMhSpcHSSoPx4QKOY232SxFCCCFeMM8P0XVNBuEIIcQ54rwKToZhRLPtMTKY3+xNEUKIc065mCEIo37vQXHuyKUdBooZ0imL2YUac4tVdF3DtgyiOMbzQuLuzzWbttk6OchqtcnsYpWx4aL04xJCCHFeqVRbDJakkk4IIc4V51VwcmG5zthQQfqKCCHE8zQymCeSzMlzzkA5y8H5CrOLPrqmYVsmCoUfRsRJqiSObbJtapBGy+PAfIWRwQJjwzKBWwghxPlFKUWr48lwVCGEOIecN8FJ1wuIophsxtnsTRFCiHOa9Bo89zx7YJkoirAtE1AEhwUlbctgcqxEFClmF6oMlrPs3DIsQUkhhBDnpXrTpZCTQThCCHEuOW+CkwvLNcZHSpu9GUIIIcSGK+XTNFsenn+ofNs0dUYG89iWyXKlSTGfZsfWYenJLIQQ4rxWqbaYHi9v9mYIIYQ4BedFekyj5WKZJo593sRahRBCiJPWaLq4fkCsFLZlMFTOsmV8gGbLo+MGbJ8aYnggL4FJIYQQG+5rX/sahmHwh3/4h2f8ufygOwjHNM74cwkhhDh9zvlonlKKpZUGW6cGN3tThBBCiE2h6ZByLCzTYLCcZa3Wpt5ymZ4YwJITNCGEEJuk0Wjw7/7dv+MNb3jDhjxfpdpioJTdkOcSQghx+pzzmZNr9Tb5XApTeqQJIYS4QBXzGQbLOUxDp1rvMD5SYmqsLIFJIYQQm+rf/Jt/w6/+6q8yNDR0xp9LKUWz7ZGTGQRCCHHOOacjenGsqKy1GBrIbfamCCGEEJtG13UaTZehgTxbJwelzYkQQohN98UvfpFqtcrtt99+0t/zyCOP8NBDDzE/P3/Kz9douuSzKRmEI4QQ56Bz+uxF1zW2TQ1KDy0hhBAXtIFihpHB/GZvhhBCiAvIy1/+cp544oljfu3hhx/m137t1/jyl798So956623AvD+97+fO++885S+N5d1yGYla1IIIc5F53RwEpBmx0IIIc4qv/7rv86nP/1pbNvGcRz+23/7b7zqVa86o88pa6EQQoiN9o1vfOO4X/vmN7/J/Pw8N998MwArKyt8/vOfZ3l5mQ984APH/b577rmHXC7H+Pj4KW+Prp/TRYFCCHFB05RSajOeuF6vUywWqdVqFAqFzdgEIYQQ4rT74he/yG233UY6nebRRx/ltttuY35+nlQqdcz7y3oohBDifHfHHXdw00038Yu/+IvH/LqshUIIcWGTy0tCCCHEafSGN7yBdDoNwNVXX00URaysrJzw+15Iny0hhBBCCCGEOFed08HJ+fl57rzzTjmROwHZTydP9tXJkf10cmQ/iY985CPs3LmTqampE9731ltv5cYbb+RP/uRPTvl55L12cmQ/nRzZTydH9tPJkf0kAD760Y8eN2vydJH32smR/XRyZD+dHNlPJ0f204md88HJD3zgA/IDPgHZTydP9tXJkf10cmQ/nZ9e/vKXMzQ0dMw/Bw8e7N/vq1/9Kh/4wAf4+Mc/flKPe8899/Dggw/ysz/7s6e8TfJeOzmyn06O7KeTI/vp5Mh+EhtF3msnR/bTyZH9dHJkP50c2U8ntmkDcXqtLuv1+vN+jGaz2f/7hTzO+U7208mTfXVyZD+dnAt9P+XzeTRN2+zNOO2eawBAzz333MNP/MRP8PnPf55LL730Oe/bWw937NjR77N1qu+XC/29drJkP50c2U8nR/bTyZH9dP6uh6eTnBtuHNlPJ0f208mR/XRyZD+deC3ctIE4MzMzTE9Pb8ZTCyGE2AAXalP7r3/967zzne/ks5/9LNdff/0J7y/roRBCnN8u1PXwVMhaKIQQ57cTrYWbFpyM45i5uTm5kiiEEOepC/Xz/eKLL6ZerzM+Pt6/7S//8i+5+uqrj3l/WQ+FEOL8Jp/vJyZroRBCnN/O2sxJIYQQQgghhBBCCCHEhe2cHogjhBBCCCGEEEIIIYQ4d0lwUgghhBBCCCGEEEIIsSkkOCmEEEIIIYQQQgghhNgUEpwUQgghhBBCCCGEEEJsCglOCiGEEEIIIYQQQgghNoUEJ4UQQgghhBBCCCGEEJtCgpNCCCGEEEIIIYQQQohNIcFJIYQQQgghhBBCCCHEppDgpBBCCCGEEEIIIYQQYlNIcFIIIYQQQgghhBBCCLEpJDgphBBCCCGEEEIIIYTYFBKcFOe9xx57jJ/4iZ9g+/btpFIpcrkcN9xwA7/9279NpVLp3++2227jtttuO2Pb8Ud/9Ed89KMfPWOPfyx33HEHmqYd9eeyyy7b0O0QQgixuS7ktRDgoYce4jWveQ25XI5SqcSP/uiPsmfPng3fDiGEEJvnQl8LgyDgd3/3d7n66qtJp9OUSiVe+tKX8u1vf3vDt0WII5mbvQFCnEl/9md/xs///M9z6aWX8qu/+qtcccUVBEHAAw88wIc//GHuvfdePv3pT2/ItvzRH/0RQ0ND3HHHHRvyfD3pdJq77777qNuEEEJcGC70tfDJJ5/ktttu47rrruMTn/gEruvyvve9j5e//OU88sgjDA8Pb9i2CCGE2BwX+loYRRFvfetb+eY3v8l73/teXvrSl9JqtXjwwQdptVobth1CHI8EJ8V569577+Xnfu7neO1rX8tnPvMZHMfpf+21r30t73nPe7jrrrs2cQtfOKUUrus+Z7BR13VuueWWDdwqIYQQZwtZC+F973sfjuPwhS98gUKhAMCNN97IxRdfzAc/+EH++3//7xu5uUIIITaYrIXwB3/wB3zxi1/kW9/61rpzwx/6oR/aqE0U4jlJWbc4b/3Wb/0Wmqbxp3/6p+sWoB7btvnhH/7h437/1772NTRN42tf+9q62/ft24emaetS8ffs2cM73vEOJiYmcByH0dFRXv3qV/PII48AsG3bNh5//HHuueeefmn1tm3b+t9fr9f5t//237J9+3Zs22ZycpJf/uVfPuoqlqZp/OIv/iIf/vCHufzyy3Ech4997GOnvG+EEEJcGC70tTAMQ77whS/wtre9rR+YBNi6dSuvfOUrNyxLRgghxOa50NdCgP/5P/8nr3jFKyRpRZy1JHNSnJeiKOLuu+/mxhtvZHp6+ow/3xvf+EaiKOK3f/u32bJlCysrK3z729+mWq0C8OlPf5rbb7+dYrHIH/3RHwH0F8Z2u82tt97KzMwMv/7rv84111zD448/zvve9z527drFV77yFTRN6z/XZz7zGb7xjW/wvve9j7GxMUZGRp5z2zqdDmNjYywvLzM+Ps5b3vIWfvM3f5OBgYEzszOEEEKcFWQthGeffZZOp8M111xz1NeuueYavvzlL+O6LqlU6jTvDSGEEGcDWQvh4MGD7Nu3jze/+c38+q//On/+53/O6uoql156Ke9973t597vffWZ3ihAnQYKT4ry0srJCu91m+/btZ/y5VldXeeqpp/jQhz7EO9/5zv7tP/qjP9r/7+uvv550Ok2hUDjqatXv//7v89hjj3H//fdz0003AfDqV7+ayclJbr/9du666y7e8IY39O/fbDbZtWsX5XL5hNt27bXXcu2113LVVVcBcM899/B7v/d7fPWrX+W73/0uuVzuBb12IYQQZy9ZC5PtAo55QW5gYAClFGtra4yPj5/6ixZCCHHWk7UQZmdnAfjYxz7G1NQUf/iHf0ixWOTP/uzPuOOOO/B9n5/+6Z9+wa9fiBdCgpNCvEADAwPs3LmT//E//gdRFPHKV76Sa6+9Fl0/ua4JX/jCF7jqqqu47rrrCMOwf/vrX//6fvnA4YvQq171qpMKTAL8yq/8yrp/v/a1r+X666/n9ttv58/+7M+O+roQQgjxfJzNayGwLtPkVL4mhBBCnKyzdS2M4xgA13X5+7//e7Zu3Qok54Y33XQTv/mbvynBSbHppOekOC8NDQ2RyWTYu3fvGX8uTdP46le/yutf/3p++7d/mxtuuIHh4WF+6Zd+iUajccLvX1xc5LHHHsOyrHV/8vk8SilWVlbW3f+FZne89a1vJZvNct99972gxxFCCHF2k7UQBgcHgUMZlIerVCpomkapVDqpxxJCCHHukbXw0Fp42WWX9QOTve19/etfz8zMDEtLS6fwSoU4/SRzUpyXDMPg1a9+NV/84heZmZlhamrqlB+j13/K87x1tx+5KEDSWP/P//zPAXj66af5xCc+wZ133onv+3z4wx9+zucZGhoinU7zF3/xF8f9+uFOR4aHUuqkr+AJIYQ4N8laCDt37iSdTrNr166jvrZr1y4uuugi6TcphBDnMVkLk7Uwk8kc82tKKQA5NxSbTt6B4rz17//9v0cpxU//9E/j+/5RXw+CgM9//vPH/f7e1LTHHnts3e2f+9znnvN5L7nkEn7jN36Dq6++moceeqh/u+M4dDqdo+7/pje9iWeffZbBwUFuuummo/4cPr3tdPjkJz9Ju92WSW1CCHEBuNDXQtM0efOb38ynPvWpdVkrBw4c4B//8R/X9QETQghxfpK10ORHfuRHeOKJJ9i3b1//dqUUd911Fzt37jwq8CnERpPMSXHeeslLXsIf//Ef8/M///PceOON/NzP/RxXXnklQRDw8MMP86d/+qdcddVVvPnNbz7m94+NjfGa17yG//pf/yvlcpmtW7fy1a9+lU996lPr7vfYY4/xi7/4i7z97W/n4osvxrZt7r77bh577DF+7dd+rX+/q6++mo9//OP8zd/8DTt27CCVSnH11Vfzy7/8y/y///f/eMUrXsGv/MqvcM011xDHMQcOHOBLX/oS73nPe3jxi198yq9///79/NiP/RjveMc7uOiii9A0jXvuuYcPfehDXHnllfzUT/3UKT+mEEKIc8uFvhYCfOADH+BFL3oRb3rTm/i1X/s1XNflfe97H0NDQ7znPe95Xo8phBDi3CFrIfyn//Sf+OIXv8gP/uAPcuedd1IoFPhf/+t/8eijj/KJT3zieT2mEKeVEuI898gjj6h3v/vdasuWLcq2bZXNZtX111+v3ve+96mlpaX+/W699VZ16623rvve+fl5dfvtt6uBgQFVLBbVO9/5TvXAAw8oQH3kIx9RSim1uLio7rjjDnXZZZepbDarcrmcuuaaa9Tv/d7vqTAM+4+1b98+9brXvU7l83kFqK1bt/a/1mw21W/8xm+oSy+9VNm2rYrForr66qvVr/zKr6iFhYX+/QD1C7/wCyf1uiuVinrrW9+qtm3bptLptLJtW1188cXqve99r6pWq6e+I4UQQpyzLtS1sOeBBx5Qr371q1Umk1GFQkG95S1vUbt37z6lxxBCCHFuu9DXwl27dqkf+qEfUvl8XqVSKXXLLbeoz3/+86f0GEKcKZpS3SYDQgghhBBCCCGEEEIIsYGk56QQQgghhBBCCCGEEGJTSHBSCCGEEEIIIYQQQgixKSQ4KYQQQgghhBBCCCGE2BQSnBRCCCGEEEIIIYQQQmwKCU4KIYQQQgghhBBCCCE2hQQnhRBCCCGEEEIIIYQQm2LTgpNKKer1OkqpzdoEIYQQYtPJeiiEEOJCJ2uhEEJc2DYtONloNCgWizQajc3aBCGEEGLTyXoohBDiQidroRBCXNikrFsIIYQ4zVzX5S1veQuXXHIJ1113HT/4gz/Ivn37NnuzhBBCCCGEEOKsI8FJIYQQ4gz4mZ/5GZ566ikeeeQR3vSmN/EzP/Mzm71JQgghhBBCCHHWkeCkEEIIcZqlUine+MY3omkaALfccgt79uzZ5K0SQgghhBBCiLOPudkbIIQQQpzvfv/3f583v/nNz3mfRx55hFwux/j4OOPj4xu0ZUIIIYQQQgixuSRzUgghhDiDfuu3fotnnnmG//Jf/stz3u/WW2/lxhtv5E/+5E82aMuEEEIIIYQQYvNJ5qQQQghxhnzwgx/kU5/6FF/5ylfIZDLPed977rmnnzkphBBCiFOnlOq3VBFCCHHukOCkEEKIvo7rU2u4jA0XNntTznm/+7u/y1//9V/zla98hVKpdML7X3fddRQKst+FEGIzRVHMarVFu+OxdXJQAl3nkP1zq4RBxM6tI5u9KUIIIU6RBCeFEEIASbbB/FKNqfHyZm/KOW9mZob3vOc97Nixg1e+8pUAOI7D/fffv8lbJoQQ4lg8P2Sl0sDzQzIpmziON3uTxCmKI0Wj5dFue2QyzmZvjhBCiFMgwUkhhBAA1BodMmkH25Kl4YWamppCKbXZmyGEEOI5KKVotT1W1poAaGi0Oj6NlkvKsaRE+BwzMpin1ujw9L4lrr18Sn52QghxDpEzUCGEEMSxYqXSZMeWoc3eFCGEEOKMipWiWmuzVmtjmTqeH+J5IZquUcylGB8pYVnGZm+mOEW+H2LoGlGs2HNgiZ1bRzd7k4QQQpwkCU4KIYRgebXB0EAOXdc3e1OEEEKIMyIMI1bWmjRaLqah43o+rY7CNHRGh/MMlnJ03IDZxTU6bsBlO8ck++4ckkpZpByLjhfQaPm02i7ZTGqzN0sIIcRJkOCkEEJc4IIgotXxGBnKb/amCCGEEKddxw36/SSVUnS8AEPXsEyD8YE8hq6xVu/w9N5FwigGBbouQclzjaZpKKD3k3tm37KUdwshxDlCgpNCCHGBm1+uMTZSlIN3IYQQ5w2lFI2my/JaE6UUQRARhhGmaZBJWeRzaTquz/xyjSiMiZXC0DXyuRRD5Ty5jC3r4jkmimI0IJ9LU2u0UQr2HFiW6d1CCHEOkOCkEEJcwFodDw3IpOzN3hQhhBDiBYvimLVqm0qthQZ4QQhomLpGOm2DUrheSKtTQymwTIOhgRwDpQyuF9Lu+Cyv1qlUdbZODm72yxGnIJtxKBUzVKotSvkM1UabRsuj1fLIZmV6txBCnM0kOCmEEBcopRQLS3W2Tg5s9qYIIYQQL4gfhCyvNmi2PBSKKIoxdB1d01AK/DDqBirBNA0G81kMQ8f1QzpewNJKA8sy0bRkSFyr3dnkVyROlVKKwVKWdsen4/o4tonrhTyzX6Z3CyHE2U6Ck0IIcYGq1NoUcilMUyaSCiHEZlJKEceKMIoJo4goUqAUqvs1XdcxdA3D0DEMHdPQJdDS1Wp7LK028PwApZL9pWkQRjFBmJT5ahpoukbKttB0DV3TCeMYPwxxvZAwjIjV+sfVNK37WLKfzxUHFqvc/fgi73rlJezev4yha2h+KOXdQghxDpDgpBBCXICiKGat1mLnluHN3hQhhLhg9Hoftt0ks8vzQ+JuVMzQdQwzCTwaho6GRi8uFoQRcaSI4jgJYIZR8gVNI2WbZNI26ZSNbSUXm6Ioxg8i/CAkCJNgZxzHxLFCkQTcNJKhL6ZhYJoGpqnj2CaWaZz1ATmlFGu1NsuVBnHcDUaGyb7p0TT6r9HqXoQLopjIOzoQaRo6lqFjWQYp2yKMYnw/OOv3g1hvpdrhbx+Yww0VP/XqS3h6zyLlYoZKtVve3fbIZqS8WwghzkZnJDj5ute9joWFBXRdJ5/P8wd/8Adcd911Z+KphBBCPA8LyzVGhwpHnXh1XJ9m22N4QCZ3CyHEC6WUwvNDGi2XVtsjihW2ZZBJ2RQLGRzbxND15/34cRxTb7rUGx0WlusEYYSugW2ZpFM26ZTVfw5d1zEMrbtdyf/FShGGMUEU0XF9qvU2QZAEPk3TIJdxyGYcbOvsCFiGUczSap1qrQ0qyYb0/PCY9+1lS8aRwu3eRwN0QydjGxi6TscLCIOIpYZHrROyfTDNP35/iXt2V7hiLMev7xjbwFd3/tqoc8OxUpp/fdsWfufu/eRTJm990Rb2HFwhn7VptHye2bfEdVdMn/bnFUII8cKdkeDkJz7xCUqlEgCf+cxn+Mmf/EkeeuihM/FUQgghTpHrBQRhTD6bWnd7EEYcmKuQz6WO851CCCFORClFq5ME+jwvxHFM8tkUA+NJj8PnI4xiXC/A8wI6XkC74+MHSblqr9zbNHRsyyBWiiiMqTU6VOttDEPHMo0kK9IysC2TlGORckz05wiM+kFIq+2zvNrA80Msy6CYT5PPptD1jQ1Udlyf+aUa7Y4PsC5D8nC9+GlS3t29TQdD04giRd0Nmat5DGQtBrMWv/eP+zlYdQG4dCTLz71smtGCzesuH2K6JGvh6bJR54aD5Sxja01+6RVbuG9fFfeacUYHC6ysNTB0jShWPLNviYu3SXm3EEKcbc5IcLK3+ADUarXnPPARQgixcZRSzC3VmBotrbs9jhX7ZlaJwpik2E8IIcSpaHd8KtUWnh+SzdgMlnKkHPOUMw6jOKbd8Wm1Pdpu0I+y9bIcLctgoJghnbKJYoXnBwRBhB9GRGGUlIlrYJo6Kk5KwdtuRLvjdY/Je70sk76Kmka/lPx4WZymmfS4XKu2WFyuYZoGQ+Uc+VzqjGVUKqWo1trML9cIwhil1El8T/J3J4iYr3ksNwNevK3Idw/W+PiD87hhzHjB4U1XDjOcs3nTVcMMZ23KGRNd19A0ja0DabaekVd04dqoc8OOGzA6mEcpuL08xkNPL2Ln0kzlTJRSNNvd36u2R0bKu4UQ4qxyxnpOvutd7+If//EfAbjrrruOe79HHnmEXC7H+Pg44+PjZ2pzhBBCALVGh0zKwrYPffwrpTg4XyHwQ2zHZGy4sIlbKIQQ544wiqnWWtQaHVKOxWA5RzplndJjKKVouz71hkvb9dE1jUzaJpOy0XWNesPtBxCVUvh+yOJqIylR1jQ0XcM0DSxDR7dM9CjpvRhFMWhgWSbpbsam7yc9KHU9+b5YqX4fzDCK0bol4eVChkIujW0nQZ0oTnpYBt0+lp2Oz+xilXAu7t4/TSGfxrFPPRh7pCAMOTC3RqPpnvi+Ucx83WOu5jGYtbh4OMsH797HnpU2I3mbyWKKF20pcPFwhn/76m0MZ+11WZ+XjmQP+znQD4BqJCXh4vTZiHNDQ9dYXmsyWMqwWm2z0vL5s6/s4bduv5qcFlHMpag1XZ7eJ9O7hRDibKOpk7kM+QJ87GMf42/+5m/4+7//+3W31+t1isVi/9/vf//7ufPOO8/kpgghxAUtjmP2HFhhx5ahdVkLiyt1VteaGIbO5GiJjhdIz8kN1FsPa7UahYIEhoU4F3hewFKlQRBElItZivn0MUud41gRhElAr1eWHYTJRO5eQFAp0HX6fSFjpQi6Jds9mpZkORrd4S6WaWB0sxnDIJk6rQDHMsikbRzbQtc0gjDCCyLCIOxnH/aCjUEYYRo6KdsCDYIwuS0Mo0Ml0RqYhoFtJUNzbMtYVxpumTq1RoflSjMpMTd0LFMnm3EodoObJyMMIw7MV6g3jh2QjGPFcstnruYxW/V4/eWDPLvS5vfvOUA5YzFZdHjJ9hLXTxVYafkUUybWcUrodU1L/hjJ/tR0rR+YjOOkD6eKk+zSay6bOqntFyfvTJ4b7nryIFEMugbZrEOj6fHgwTr/94F5PvjPrsX0PQxDww9i0imLS6WnqBBCnDXOeHASIJ1OMzMzw+DgYP+23gJ0zz33SOakEEJsgIXlGinHolTI9G+r1dvMLlbRNJgaL7N/rspwKc3ocGnzNvQCI8FJIc4dzbbHSqWBrmkMD+ZJp+z+0BvXC+i4Ph036E7ITqZj67qGridBO03XCbtfy6RtCrkUuq7TaCb9IcPo2IflveCkpmnQDTAqBWhwvCN5rft/uq6jaaBrOqahoffKt1UvcBphdPtVat3ttEwDjaRUvdXxieIYTdPIZhxK+TSQ9C/2ggiUwtB1TFPH9QIMwyCXdfp9MdOORSplYeh6d4p4iOeFtFy/P3ynR6mkL+RsNwiZTxncsq3EH3z9APsrHSaLDhPFFG+6ahjbSHoIproTyg9/3YahYRgGuka/hD2OuxPLlYLkf9390tu/evd21Z+gfs3lMjzlTDhT54bzS1UWVxpA8nO1TB0viPnWnjViBW+/ZSvLlWaSVQxsmxpcd0wkhBBi85z2su56vU6z2WRiYgKAT3/60wwODjIwMHDM+1933XVyMiaEEGeYH4S0Oz6jQ4c+bzuuz+xSDYDJ0TK7D1b44Ff2cPvN07xVgpNCCNHXbHksrdZxHIvhgTx+ELFabeF5tX4pcBzHoGmkHJNiIU0mZZNyLOJYUam1qNbbOIZOyjbouAGNpku11ubw2KJtGdi2iXlY1l8S0EuCiCqO192/9w/TTAKPSiWl5nHcDV6q5Pt1TSPWIqJ+LFDrdp5MSmF7Q3xsyySOdFwvBJLHME0DA50ojGm2XBpNF9PQyedSlAtpbMvE80OaLZcwimi2Par1dvIsWhLg7AX7DrfS8plZc1ls+Cw2fN54xRBhrPitL+1hvOgwWUwxkM0B8LMvncIytKPKcI+IS/Z3SRgpwujYU7zX3VfBoXjwsYfsiBdmI88NA/9QsDvu/i5owMt2lFHAN55YYMtglkLKxPNC9s2scs1lKZmPIIQQZ4HTHpys1Wq87W1vo9PpoOs6w8PDfOELX5CeHkIIsYnml2pMjJb6n8VhGLFvZhUVx0yMlnj64Cq//eVn2T6Y4RWXDG/y1gohxNmh1faYX671S6pdN2A1irrl1BFKKVIpi3w2RTbjrAsqNlsuz+xbxPPCftlwq+0f9Ry6RrckXCOKYzqufyi4eJLCMCY8RixO15IgTS9bEHoTrVWSiUkSvOxlF7peACQZZ47dHRIDRHEvu5B+AHSt1mat1j7m9kSxotoJyDlJz8q7n6lQaQVU2gHltMWP3zzBN5+tsme1zWjeYaLoYJs6g47Bh952GfoR5w22ufHBIzl1OT028tyw5Xrr/t173ybDn+DJhSb/97vz/NrrdpBPG/h+zBPPzHHlpVK+L4QQm+20Byenp6f5zne+c7ofVgghxPPUaCVZLiknGdIQK8WegytEcczoUIHlSpO/vH+WS0dy/PObJ1ipNBgsZU/wqEIIcX5SSlFrdJhfqhErRSZlk07bhEGEH/gEnRDLNDFMDUPT8P2QFa/BwnKNMIwIwmNn4B0rFGN0J0SjaahuyfGxgpK9AS3J15J6bk079Ji9Mu/et0axQtMgjJIMxTBWhJHCsXTGCw4HKh0q7YCoW+58+VgWU9f47oE6UayIlKKUtrhxusBjcw32VzpEcbJ+vHxnmbxj8KlHl4hiRRgrShmTt14zyud2LXH3MxXcICZj6/zcy6bZWk7TcCNG8jaXj+UYzdsAvOWakZPeT5vhzDe+ujBs5LmhZRp4/pGtAg79/earhml6Eb97915+9TU7MDUIIsXSap2RQankE0KIzXTGpnULIYTYfEopFlfqbJsa6v/7wOwqvh9SLmbZM1clben85EunsHUN1wspFdKbvNVCCLGxlFJ03ICVtSa1RgdIhstoClodj3bHJ52yKRfTOJaFruv4QVLK3Gz7hGG3l2FXJmVhWyYdz+8HS3pfLeQcTDMp7Xa9AHWMkmc4lLnXy3DsBDEZx8QLYx46WGOtHVJt+4wVU7z+imH+73fneGB/lZYf4QYxv/WWy9DimA99bT+mrmHqGpeP5finN4zxvYUmTy+1MbQkQLplIEXWNnh6qYWhJ0HX3ssJIoUfKQxNS0qrSYbKDOUsjG5G6XAuCTjedvEAL99ZJucY6wbS/NMbzszgkV42Zy/zNI5jYqnOvmAFYXSCe2i848Yx/u8DCxysdLhkNEsQxswt1hgoZjBNOTUWQojNsiEDcY5FBgAIIcSZt9wd3DBYTvp2LSzXWK40yWcdZipt/utdu/knN4zzoq1F/MMGE1x3hQwB2CiyHgqxOeI4yZBcrTbpuEG39hOyaSf5ulIU82nKhQyGoeP5IWu1NrV6O5mOHdNP8+t+a5IBecSh9eFlpSc66vbDmPm6Rxgrdg5l+NKTKzx4sM5y08cLY/7D63aQsgw++fACxbRFKW0yXU5xxViO5aZPFCsytkHG1rEM/azO/js0jEbr7p8kuAiHhtj0skN1Q0ejN9gmqdU9Vh/L003Wwo1zOtbCSrXJgbm1E95PI3mPPTxT55rJPIamoWsyAEkIITaTXB4SQojzVBBG1BsuO7YkWZO1RpvlShPHMti30uK/3bWbN1w5zI1bCusCk0IIcT5SStHu+NQaHepNlzCMsCyDbNohjmJSKRs/CHFsk4FSFl3XWKu32XNgGdcLUd0BMbqWTIKOVEQvPqaRZO/1gmrrn3f93xpJ4HOtE3JgzWXHYJKt/jt372O56TOYtbhxusjOoQw7hzJsKacYztmU01Y3QxB+5geODqL0shePfN6z1aFhNL0NPXqDe6Xq8ZGl8t0XlwQ4NUxTR9d19G5wuNdnUx02nRtNO9RHUh32V7ckPj5ihxnG2VJgLk7W8XqgHin5PVV8d3+Ne3av8fMvm8Y2dQ7MrrJlcvCE3y+EEOL0k+CkEEKcp+YXq4yPFNE0jY7rc3BuLSnXMw3+ftcSP3zNKC/fWSY84qQvk7I2aYuFEOL0CsOIetOl0XLx/WQwDRoMD+TI5RzmF2s02y6GoWPoGumURbvtU623k6E0JBl9pqljWQauFxDH6ujyUS3p8wjHzpD0wpiVps9kKcXXn13jC48v4wYxW8opBq4bZaqU4o4XTzBeSJGyDpVD7xzKHPWatG7a1+mOPUaxohNEdIIYN4jpBEl5uBfGSc/Kbt/K5L+T23rZjUB/iI2mgY6GroNt6MkfU8MydGwj+Ttt6WRsg6xtHHMK98lKApyKyI+AQz+TZJBPsg2Grvf/nQQhY+L+DlRo3aE/RKp3EwqIorM8uiuOct++Ghk9Zvvg0b83R9I0jZ+8ZYo//fZB/vTbM/zsD0xRqbUZG85j2/YJv18IIcTpJcFJIYQ4DzVbLrqhk0nbhGHEngMrgGK2HpIxA37iJVOEYUQUrQ9MOrZJOiUH5afDL/3SL/G5z32O/fv3s2vXLq666qrN3iQhLghhGFFrdKg1Omga2JZJGMY4jsVQOUc6ZTG3WGV2oYphaFiWia7ptF0/ySJXKsnC05MgVRiE+BHrMsx7GXsKRRyvD0YeypRUfHbXEt9faDFbc9kxmOE9r9rGpSMZLhreymQxhW3paLpOEETsGMr0Zt0kfSY10LVDgUqFIo7UURl+z6U3NbvSDlhrh9TdkIYb0vCi/n/XvZCmFxFsUjDO1LV+KXrWNiikTAopk1LapJiyKKZNiimTYtok6xgYmtYPKPa3+IiBQEnJtyI6qf6TCl1LvlfXNGzbxLINDGPjJ4SL5+/ZxQZ/fM9eoljxxiuGeMPlw5gnyH41DY2ffukUf/3gAu0gomjofH/3opTzCyHEJpDgpBBCnGeUUiys1Nk+NUSsFLv3LxPHEQdqAb/zlT38zMumyTvGUf26bMsgCCI6XrBJW35+uf3223nve9/Ly172ss3eFCHOe1EcU613qNXb6LpGPpsmm3VoNFystMHwQJ6OFzC/VKXZ8tANneGhHBoa9aZLECZZlYau4QcxQRge83kMXcMwdGKl1mWdB1HM7uU2Ty21eWqpxTUTOd5wxTCFlMmPXD3CzuE0actAKRjJH+pp6XYz/nRdwzA0DF1H07R+pl8QRs/ZdkMpRcOLWGx4LDV8lho+q+2ASitgrR1QdcNTLu92TI2UaZC2dFKWjmPqmIbeH6rT/2McChAeHpBVQKySwKgfxfiRIohi/DAmiBReGOOGMW0/KYsPY0XdDam7J942U9cYzFoMZi2GsjaDWYvhnM1owWG8lKKcSwGKIEimpkdRfFLB3N5yGClFxwv66+DWCSnxPVcMF1K8eFuJbz27xt89vsKu+SbvftEEk6XUc36fZei86+YJYqX4+u41fmBHiaf3LHLJjtEN2nIhhBAgwUkhhDjvLK82+v3S9h5cwQ9C9q75/M+79/DTL93C5SOZowKTlqkfOgE+2xuVnSNe8YpXnNL9H3nkEXK5HOPj44yPj5+hrRLi/KGUotX2qNTahGFEqZBhcrzMWrVFtd5KhtkUM9SbLmv1Nn4QoWkwOVai1fGp1TvEcYymJZO3j/XRp5FkSaYcC8syD2VXAqstn+/NN7l5S5H5usf/e3SRS0ayvOHyIS4aTspKX3XJ4GHbe6g/YjbtUCykSacsTMNA0yAIY2qNDiurdVxvfcpfHCuWmj6zNY+Fusdiw2ex7rHY9HGD504PNHWNcsZiIJNkJOZTJgXHJJ8yyKdM8o5J3jFI2wYpMylv3whKqX6QsuVHtP2Ylh91A5Uh1U5ArRNS63QzPr2IMFbJa2/4QOuox8zaBuOFbrCy4DBZcpgayDCSdzC7mZBKKcIoCVxGcZxkXB72s9f1pMxcf56l5mJzFNIW//rVO7lydIG/emCeAxWX//rlvbzl2hFeddFAv1/r8YSR4oGDNZ5cavEvbpmkWm9SKuQ2aOuFEELItG4hhDiP+EHIzPwa26eHmF+qsdKdzP23D8yyYyjDxUPpo/qUGbrW75UGSQblFRdPbOyGn8e2bdvGF77wheOWdffWw573v//93HnnnRu0dUKce4IworLWotF2yaYdBkpZNC25MNNxA2zbJAgjDF3DNA3abY8wjkk7NkG3nUUURUTdnolHMg2dQj5Nx/UJwgjbNPHDkCCI0DSN+/ZV+dITq1TaAZePZXnbdaMMZY9uh6HrJIFHXSPtWGTSNpaZZKi33QDPD/C8gCOHTje9kNmqx0zNZbbqMVt1mat7xy271oCBrMVo3mY4l/xJgpHJn3zKOCcCbevKtLt6AcUojgkjxVonYLUZsNLyWWkFrDR9VlsBK62AunvsbFcAy9AYyztMl1NMlRy2DKTZNpihkLYOTQIHwjBOWp50y8KvlenNG+Z0nBs+vWeBtpsEtf/6oQUemakDcPFwhnfdPHHU0KgjuUHM//eNA2Rtg596yRQ3XjX9vPuhCiGEODWSOSmEEOeRucUaE6Mlqo0OK5Umj803KaQ6vOmqYfwwPurETz9siEOPTO7eHPfcc08/c1IIcbRWx2Ol0iSOFYPlLCNDeYIwYn6phusFaJqGY5sUcylipVittoiiZHiNpmk0295RfXY16JZpx2TSDoau43oBlWoLw9DoeBEPLNZ4+GCduZrHr79uOyM5m39ywygXDWWP2dOuP4zFSKZ3R0FE1Qup1jtH3dcNYg6uddhb6bC/4rKv0mG1dezWGpahMVF0mCymGM3bjOTtfkDSOs39EYMopjsmhmeWW7T8ZDhO1jG4fqrA00stDqy52EZS9n3JSIZyxmKl5VNMmc+5Paahk804eF6Ad1jG6rFCr+FhPy/b0plIpRktOMccVuOFMYsNj8W6z3w9yTBdqPssNpPA7sGqy8Hq+trxoazFdDnFdCnFlnKKbYMZylkLy9SxTOPUd5zYVL0+ocW0yc++dJJv783ytw8v8sxym//8D8/y9uvH+IHtpeMGHFOWzr96xRY+u2uJII557MkZCVALIcQGkeCkEEKcJ+rNDraV9JI8OFvh3v01/vaheX75lVvxw6NPyHt9wY5kWTIEYDNcd911UkkgxBHiWFGtt1mrtUmlLMaGizi2ieeF7DmwTMcLSNkWI4MFCvkUrbbP8modyzJx3YBYqaPaWJimzlApm5SDRzGarmFi0nF9okjhBhFNL2IoZ/M/vroPQ4frpwr80JXDaJqWDK45gtb9P6WOP4wlVoqFus+zK232rnbYt9phvuEdM3tzKGsxWUoxWXSYLCXZfsNZ+4SlqSer36uy7uFFMVeN5/nGs2t8c88aa+2Ahhvxr2/bwo6hDJ/btUzWSXpQDudsrp8q0PAi5usefphM8x7JW2Rtg//6pb20/Ii8Y3DleI47XjzJ/kqHIIrZUk5jmzphlJSvn6ooUkRRcvGstxsO/9GmTJ0dw1m2D2aI1aGs2ChWrLZ95mo+M1WXmarLgYpLpZ1kXK60Ah6eafQfp5wx2T6YYedQhtdbDldNlZ7vbhYb7PCWBJqm8QM7ylw6kuVj35njmeU2/+e78zwy0+BdN49TSFnHfAzb1Hn79WN4Ycz/e2QRJ2Vz2XbpPymEuDC5XoBpGv1KhjNJyrqFEOI8EMeKPQeWmR4v8fTeJb62u8Lndy3zK6/cxnhhfRmTpj13W8mUY3LZTsneO11Otqxb1kMhDomimNW1JvWmS7mYoVzMoOs6jZbL3EKVIIwYKCXZk6Zh0O74zC/XMHSNVscnOCIDXNc0RocKRCpmebWx7jNQI8m6e+hgnYdm6jy52OLWiwZ423WjeGGMYz6/A/IwUhxY67B7pc3u5TbPrnRo+UdnppfTJlsH0mwbTLNtIMWWcpqMffqy9jpBxEzV5eCay6UjWUbyNv/+88/ghTGjeZtLRrK848ZxDlQ6NN2QctainLawj3jdmqbhOCZpy6TZ8VEqmRxumTqg8PwkGhtEMZV2QMeP2TaY5uu717j7mVWWmz4ThRQ/ccsko3mbThCRc47Ok+gltfV+RpZpkM85uK5P+4jSbY0kUzWOVT/zMpe1GR8ukkk7eH7I0mqDZsvt9pZM7hUrRcuPWGwGLDR89q602b3UYq7qrsvgfO1VY/ynt1/7An8C4mScjrVwaaXGwnIDxfqWDbFSfPWpCp/dtUQYK7K2wY/dNMaN08XjPlYYKf7XvTO0/IgP/fgNDBazz2ubhBDiXNVxA2YX1tg6Nbgh1QQSnBRCiPPAwnINx7aYW6wSq5iHDtSYKKYZzq3PDDhRYLLnuiukjOmF+oVf+AU++9nPsrCwwNDQELlcjt27dx91P1kPhTgkCCNWKk3aHZ/BcpZiPk0cKyrVFsuVJLttdLjIYCkJFHh+yNziGn4Q4XnhUZOZTVPHtgz8IOpP19Y0MHQdP4zYNd9kOGszkDH5s3tnuXYix7WTBYrpky8u6vcrjBR7V9s8udTimeUkO/LIPpGWobFjMM2OoQzbB9JsHUif0nOdSN0NObjmstoKeMVFZb72TIVPPLzQ77f46ksG2DKQpu5FjJfSRFFMEMWg1LoWH7qmdTNBFZaVlGn7fvCcfS/RkpLtMIqPuc50/Ij9ax12DGVZavj896/sYaLgcPlYjpumC0yVD01VNnRtXfZjj2ObGLpGxw1QJIHJ3kChI4caWaaObZlkMw6ZtI0G1JoufhCSciziKKbV8YmiGE1LgqBerNjfDSbvWWnzuuumeNP1k8/75yFO3ulYCxdXaiwu1wHtqAAlwFzN5SP3zfXL+2/aUuCf3TBO1jn2SXcUKz5y/yyVVsD/+tmXkjlGMF0IIc5HvcDklskBbGtjPvskOCmEEOe43sm56wV88qF5psspbtxSPGZPrpMlwcmNI+uhEOB3M9yCMGJoIEcucyjrrd32UBqMj5Qo5dMAhGHE3FKVWqNz1GedpiVBK8eycP1gXVm3rsFiw+cfnljhoZk6w1mbt147ymWjp54VFSvFbNXjicUmTy0mAUn/iG3J2gYXDWe4aCjDRcNptpTTp20adieI2F9xydoG2wYz/Ke7drNQ95gqp9ladvgn14/hhjGGppFxTPK5FI5t0Gh6dFwfSIKqvTMBXdfQda2fYaiUArW+F6SmaSSVXclrME09mYLe3R8nc1Zhmjq2aRLEEd+fb/HwgSrjBYeX7yzz5SdX2TaQYudQpl/CfuRFNdvSyWfTtDserp8EJLXuFPRcxiYIIpptv39/y9QxDB1NS3qB2raBpmn4fkgmbVMqZPD8gEqtjesmvUtzWYd8LsWAZMttmNOxFrY7Pq22R9v1qTeP/myA5CLC339/mbueWCFWUEqb3PHiCS4bPfZk7jhWfGtvlR/YXuKGq7Y8r+0SQohzyeGByYXlOiODeVLOsVthnE7ndHAyjhUra01GBvOneeuEEOLcoJRi78EVYhXzkW8e4HvzTX7lldsovYBMnFI+zbbpodO4leK5SHBSXMj8IGRxpU4UxYwMFkinLOpNl9W1ZPBNFMcMD+QpFzNomkYcx+ybXaXecI96LMvU0dCI4nhdFqBSitmaz3cP1HjNpQO0/Yjv7K/xoi1FxgrOKW3vSsvniYUWTy62eGqpRdNbX6addwwuG81yyUiWi4YzjOXt0zLtN44Vc3WPiYLD/jWXv/zOHItNn8lSijdeNcKLpvIs1j2KaXN9373DHqO3R3rBvt5mJdmFNmnHJp2ycGyLMIqo1tu0Oj7ZtEO5mMbzk6xW09AwDJ12x8f1Q+JYdYcAwfBQnnIhi+cFLCxXjyrDPtLhPTTjKOYzu5Z48GADL4x42Y4yP3z1CIahoWJ1VI9kQ9ewbZM4jpPSfD8CLcn61LQkc64XnNK05HVaptHvQ9oLwCqVBEwHyzkGS1lcL2B5tUGr43PZzjGZ1rxBTsdaGEUxlVqLWqNDNm1jWybzy3WiKDoqcL53tcNH7ptlqZkEsl9zyQA/cs3IcYc5dfyIP/n2DL/5T69ny6AErYUQ56eOGzC7uMaWiQHmFmsU82nKxaN7bZ8J53RwEuDA7CrDg3nSKfvEdxZCiPNMpdpirdbmf397P7vmm/ybV24jd5zypBMxDI3x4RJeFDM5LEGyjSLBSXEhCoKIxZU6QRgxOlTAtk0q1Rb1RicZeOOHFHIpBsu5fqBseaVBeESEqhc2OtbBrK5rPL7Q4pMPL1DvBNy0pcjrLhuknDn5q/9hpNi90uZ78w2+N99koe6v+7pjalwynOXS0SyXj2aZKDqnJZjlhzG2qfP13Ws8cLDG/kqHtGXwH16/k5RtcrDSYqqUwj5GIEXrlldrWlIa3ZtIrhTohgYK0imLoXKeTPrQ8XMQRKzV2zSaLrZtkM84oGl4fojrBURRjFIKXdPxgxDbNhkf7v3s2ixXGgRBhN4NGuq6RhTGuH4yffx4ZxyaBtm0g+NY+H5Aq+2yf81lseFz03SRL35/mZRlcPPWAln72BfeegHXZFqzIo4UmbSN54f9id+GrmFaBtmUjR+EWKaJaRr4fkDHCwjD7uvTNSzLwLEttsuFug1zOtbCVtuj4wYUcik8P2S12kSppGR/rd46LCs4uX9v6M3Xn10DYLLo8JO3TDJZSh3z8b/y1CpffmqVD/34TVw+efx+lUIIcS7qZ0xODDC7WGWglCXlWJimjqHLQJwT8oOQmYUq26cG5cqmEOKCEoYRT+1dwvcDZmse5Yx53BO3ExkayHFwucGnHprngYN1/vZfv4Kh/KllFInnR4KT4kIShBFLK3X8IGJkKI9lGiyvNrrByDSNVgfTMEinLZotj44X4HvhMYOPh9N1HR1F3Q15aKbB9+Ya/MxLpzhYdWl4IZeP5k66nLraCXh8vsn35ps8sdDCDQ+N3dY12D6Y5vLRHJeNZtk2kMY0Tk8w8r59VZ5dSQbojOVt/tWtW/n+Ygtd19lScsjZ+lHZg5AE3dJpm3IhyS5ttl06boiuJwE72zL6mYLlYpZSIY2u6yilcL2ASrWdDIxBYeh6kgWpJQHGlGORsi1SThLIAwijGN8PabRc1mrtpC+lmfR9jGOF5ye9Pwu5JMDjegFBEGHbJlEUJ5mtkTqqXDspKVfoWpKZ6XeHGn1vvsE3nq3y5GKLG6YLvPOm8aN+lhpJ4PVYZby9nqBH6mdtKoWm61imgaFp+GFEEEZomsY1l03K+cUGOS2Zk3FMo+lSa3QIo5hct99os+VRb7ZxvYhizqHVCVCofh/ax2Yb/OV352h4Eaau8dZrRnjlJQNJ79Uj3L+vxicfXeSvfuEHGCkcO4gphBDnmkOByTIzizWGylks0+Dg3BrTk2XSzplPBjzng5MA80s1smmbQrcPkRBCXAie3LPI73xpN9dN5XnZzvJJ9fo6UiZtsdb2+dRDC3xzzxrdBBP+7Rsv5/YXS2+ljXC6StmM45SiCXE2iOJkSna74zMyVMA0dJZWG8RxzEApS6XaouMGmIaOrutEUdQfenI8hqExWMqzVmsSdDOg7tld4dKRLDdvLXLDdOGkApKxUuyvdHhsrsn35pr9YRk9ecfgyvEcV43nuGIs94InafthzP5KEoR8dqXDqy4Z4JLhLB/9zizbB9NcNJRhupw6KjCiAZqeDPMxTYNiPk0+l8L3QmqNNh0v7A+mcRwLFSt8P8S0jH4z+yCI8IOQKIqJ4yRAaJoGtmX0+zLGseoHEVW3BDpWh5pPapqGpmsYWrdHJUnP0CSgaaBrGkEY43lB/zalkoSC3uOfaDjbsb5e6wQ8vtDi5TvL3Lu3igJunMpjHvHZZ1s6fhAfNyh5OKMfWNbQk6RLDF0nk3GwbZOxIblg9EK5rss73vEOvv/975PJZBgbG+PDH/4w27ZtW3e/07EWVmst2m7AQCmLY5s02x61RgfPC0ilbFQcs1ptYZkGpqFjWQb1ZjLJve6G/OV35tg13wTgstEs77554piZ1stNn5ddPUndV4wW5fxTCHFu67g+swtVpsfLzC5WGR7Mo6Exu7CGYehsnRzEsmRa90mJopi9B1fYuXVYrm4KIS4Is8t1fu1vHiVt6fzMD0xhnmKqvWlodCL41EPzfOPZtX6p5KUjGd5+0wRvevHOM7HZ4hhOx3o4t1jFsU0Gy8du6C/E86FUklkURhFhN5gVd/s59v6737sPusNTDpVMqm5JsReE+H5EOmWh6zod1++WHht4QUgUxqRSSdmQ2/EJwvg5g0pJkE7je3MNvrO/Rq0T8su3bWWm5lJwTPKpE2eQh5Hi6eUWj8w0eHSuQa1zqDeiBmwdSHHVeJ6rJ3LHDBSeioYb8uxKm9maxw9dOczXnqnw9d1r7BzOsHMozRVjOQrH2ebDn1bXNEzTwDR14lgRBNGhYT9akkGpVBIITgbXJMFD0zTRSG4Poxhd05IsQaMbiIwVHPZzM3Qd3dDQNQ1d07uph6rfq/HobUwyHeM47geYi4UMlqmzVmvjegGWaZDLpmh1PMZHiswvVjENAz+MaHf8/mvt9cK0TAPHNgnCqB/YPPyMZddcg7ueWGGp4fOqy4Z4zSUDWIcFonUtKV2PFQyVc9S72XTH49hG0q9UqX75uqZpXH2pZE6+UK7rcvfdd/OGN7wBTdP4wz/8Qz73uc/xpS99ad39TsdauHv/Es2WBxx6H2XSDpm0hd5tUdBoeYTdHpSaBk43cN/q+Cil+Maza/ztI4sEkSJj6/zzmya4cfro7YljxX+7ez8vvWSYf/W6S0/boCshhNhIhwcmZxaqjA4XkqGDi1VyWYepsYF1/aHPpPMiOAmwupb0FBkakBMzIcT5LYpi/s3HvoMC7rh54pQXDE8pPtftsRR0S+AuHs7w5quGuWI8T6mQZmp84AxsuTiW07EeKqWYmV8jm3EYKEmjfnFicRzjBxG+HyZ/B8nfcXyohFnTNExDT3oNGUY32KX3pzofKgEG0PqBNK0bZWq0PFbWmhRyKUzToLLWPDSUBQiiGMc2iKIYz4+OGfg6nFIKP1LYhsYH7noWgJu3Frl5S5Gh3InLjdwg5vGFJo/ONtg116ATHHqtjqlz5XiOa8ZzXDF+/GDhiSilWG0FBLFivODw+/fs55nlNlsH0lw0lObNV42ga8k+0vUkAIiWDIM5fN9oukZvnxqGDorDshmT++m6duhr3Z+bYSR9ofoZj3FMrA5NME+yHXU0LXmOJIip9/tJ9b4/+Tt5/N5tvYDliYJ1rY7H0koD2zYZHcrT6QTMr9RIWSauH6JpsHPLMCuVJm03YHK0yOxSjWqtve5x9G5Wp2ObxLGi4wZJBudhDqx1uG9vjR+7eYJmpBOHATlT65e/G93XmM+lGB8u0OokJ2G9PpSHc2yDkcFCfwK55wWyFp4BDzzwAO94xzvYvXv3utt7a+E999xDLpdjfHyc8fHxU3rspZU6Cyv1dZ8lvfYGvfe9rmlJkF5P2gAkf8ekU2a3HYLGfM3lz++d5cBakkV9y7Yi//SGMdJHZA7VOiEf+e4c5VyK/3T7NeRSZ36arRBCnC5t12duscrUWInZhSpjI0XaHZ+llQajQ4UNj62dN8FJpRTPHlhm+9SQlLYJIc5bqw2PffsXcANF2tZPKZvHjxSf/94SX3um0g9K7hhM88NXD3PZaBZIpq3atsnlF53aCYF4/k7XeqiU4uD8GjkJUIrDRHGM6wa4XoDrhXhBmPTY0zQc28S2DCwr+du2zNNyDNXueCws1/t9ClcqSZlkJu1QyKWSEmTXJwieO0OyZ7Hh8Z39Nb67v87lY1n+2Y3jrLUDSmnzhIGyhhvy2FyDR2YbPLHQWjdQJ+8YXDuZ59rJPJeNZo87pfe59A6j1zohn31siaeXW7hBzOsvH+IHLx9iuelTSpsn/dhaN3DZy4Lsl1R3v2boOqahEcVJgLk3hTqVsjF0nSiO8Lyk52PKschnU2TSNmY3yLiRWYDNlsviSoNc1qGUTzOzWKWUT1NrdOi4AVsmykSxYmG5TjGfJgyTwUfRkUOPtGSadi6TolzMMLtQxfOTTFdDT7I/UymTL+5a4jOPLXH9lgJvuHyY0bzd//kkQXCF45jksynCMGa12sTUNRTaumClYehk0zbFQprBkiQ9nG7vete7GBwc5Pd+7/fW3d5bC3ve//73c+edd57SY4dRzG9++ntcO11k54CDGUf9n62uJYOOdD3JHG67fncgUnjMCyP5fIr/8+0D3PXECkrBYNbiJ148yUXD66fWBlHMp7+3wjt+YAfXbCmf0vYKIcRmaXd85peqTIyVmV1YY2K0xFq1RbXeYdvUINnMxs8eOG+CkwD1pkuz5TIxWjotjyeEEGeT2Uqbf/nn9/OmK4d58baTnxIZRDFffarCPzy50s8U2j6Q5s1XD3P5aBazN8VVTzJrhgfzDA9In62NcjrXQ6UUB+YqFHJpysXMib9BnFeS7DKftuvT6fgE3RLedMpKBps4Fo594oDeqVLdkl/XDVhYrhMEIZGKCYK4H2xTsTqpQGRPrRNg6EkQ7jfvepbrpvLcvKXIxcOZE2aLN72QR2YaPHCwztNLrXVDZIayFtdN5blussCOwfTzKlVabfl8f6HF00stnllu81MvmWKi6PDtvVUuGc4wVUod9bi6lmRu9Xs3ar2sviSbKwkUm/h+gOuH/T6y2axDOZ8h5Zg02h71RpLJ1es36fkhzZZLu+MnGYLZFIV8qt9jcjNFcTI4p1pvU60nU9j9IOz3nAzCGNPQyedStDs+pW4wcGWtSbXewTtsyrdl6kRxMrDHcUxyGYeF5TpA932iyKQtDMfm49/ezzefrXDnG3ZidTNAe2c7lqlTzKfRNI226+O6QT9D2OtmdfazLg2dKy4awzDOfJ+tC8Vv/dZv8fnPf56vfvWrZDLr16jTkTnpBhF/9/As9+1e4cG9FW69fJTfeMuVPHFgldjzUd0MZU0DU9eJlGJkIEc65bCwXCNSMb4frXvMPatt/vzeWVZbAZoGP3j5EG+6cvioMm7HgscrioG8zauuGHte+0cIITZCLzA5OVpmphuYnF+q4QchF20dxtqkY4jTHpzcyKbHx7L34AqToyXs5zmxVgghzkZ7lpr84ke+w60XlXn95UMn9T1RrPjWnip/9/gyNTfJMpksOvzINSPcMF1E07T+CXDKNrBtCz+MKObS0iJjA52JSoIDcxWK+TSlggQoz2dxrGh3PJptL+nbp2lkUhbplE0mbWOZzy+oEitFGETJ1OIgIur2nAzCiCBIelD2+k1GcYyK1VFTpJPMTAOlFN4RJ/vH0wkiHplpcP/+GntW2rz7xZPcOF3oBqVOUErsRTwyW+fBg3WeXFwfkJwupboByTwTReeUgrNKKZaaPk8ttqi0A95yzShfeWqV3cttLh7JcOlwlsnS+sfUNXBsG9PSu/svuShkmjqmkUzcti0DxzLxw5B2OwkkG7pGJu0wUMqQyzh4fphceG97GLpOPueQsi3ark+z5aGUIpO2+9mRG5EVqbo9GXvvh35P0jAm7E657u8HXcMyk6xc09TpuAHNtkcmZeH5IZm00+9h2pvSresaE6Ml2t3yaz9MAoZhGKOhkcs6dFy/3y8wipKy9dHBLMtrbeI4mRxeKqZRseKP7n6WeifkTVcNM1Y4lAXi2CY7tw4TxzEH59fouEF/2riuJ1UEuq5x+UUT0nPyNPngBz/Ixz/+cb7yla9QKpWO+vrpWAsb3d+X0aE8YQyVpsdYKc1//NtHuf/ZVV5+6TA3TBfYmjeTVgjdawW98n/D0Ek5Fo1mh2zGptFK+qF2/Ii/eXiB+/bVANhaTvETt0yue08BPL3U4n8/sMCrrxzlF197KZYp1XxCiLNLq+OxsFRnYrTI7EKV8dEiB2Yr2JbBji2bO8PljAQnN6rp8bF03ICl1TpbJwdP22MKIcRm+42PP8RIxuQVF524ZEgpxUMzDT63a4nFRnJgPZi1+OGrhnn5JQOEYXIiaFsmKcciimNsy6SUT5PLpgA2rPGxODProVKKA7MVigUJUJ5PlFK4Xki92aHV9kDTyKZtchnnlIJTScAwxPdDPD8p9Q6CiMMPCfXukK1kKE7UDyD1Bt8YuoZh6kRRjOuF2N1yybRjE0QhrbbfL5XUdQ3b0nG9o4OUQRTzvfkmV47l2FvpcNf3V7h5a5HrpvJH9Xc7UsuPeHS2wYMH6zyx0DwqIHnjdIEbpguM5E/cj/JwdTckjBTljMl/+dIe1tohl4xkuHw0yysuSnoQHjlN2raT0u0gjLoBs6R0PmkpqfWztZJS7bj7GBqOZZLNOKRSFroGnh/ScQPCME5K7W0TFHS8AEVSqp3LOOQyDuYJgs+H/zwPn7qt4kPDbQ7/d6+nZRSp7t9J4PDIsdmGofenHfcG9JiGkdxmPnfpeBzHLFea1Bsd4u46VMynSacsFpaTXoEKxbbJQTQ9mRTabPloWrK9YRSTciwyaZuO64OCtptkWGZSFrZt4vshQRQTRzEhGnc/XeELjy1w9USeO148sa4dSrmYYevkIKtrTdbq7W6ANe5fuLvy4vH+74J4/n73d3+Xv/qrv+IrX/kK5fKxj2NOV//letNlebXB0ECunyULsG+5yT9+f5EH91X40Dtv5PszVfYt1JjKJf10jW5PyjA61Nd1oJSh0XQJwuR39qGZOv/nu3O0/Rjb0Lj9ujFevrO07j1fd0P+5tFlRktp3vfWq5/X6xBCiDOh1U7a7oyPFJlbrDIyVODA7CrlYpbJsdJmb96ZL+s+UdPj0x2cBDg4X2GglCWb3vg6eSGEOJ0e2LPKcMagslo/qcDDk4tNPv3oEvu7TdxzjsEbrxjiVZcOJkMWAMdJplZm0jbFfJpUyqLV9mm0XDwvoFTIyNTnDXSm1kOlFPu7BxzFfPq0Pa7YWLFSNFsu9YaL5wekHItCLk0265yw52wcK1w/wHUDOm7QL5PVNC3J3LNNDCPJbvTDCNcNkknFKDQ0YhWj4iTjL5O2SadsHNuk4/pUqi1cL8SxkwykXhZdjwbPWca9v9Lhnt1rPDxTZzRv85O3TJ1UELETRDw6kwQkv7/Y5PC5JpNFhxu3FLhxusBo/tSOASvtgLufWuWJxRZLTZ8fuXqE11w6yErTZyBrrdvXyaTxpOQ6jsF1kym/uq5jdwOqvQBHEvSL0Ej63WUzDqVCGts0CaOIdieg1fH62YC9C0PJFPRD2Za9XqBKcViQ+MSH8L11o1de3xvCo3czxXr/1vTDBuD0BuJ0S6LPRBZFGEbMLdeoNzqYhs7kaJl8LkWz5TG/VCUII7ZMDJLLOqzVWswv1TBNgzCM+hPi81kHXdeTKeRBRKsbpEw5JvlcmmarQzadot7sUOsEfH+xzc1bCjy50GA0b1M4bHjJQDFDPpdirdamVEizvNogihWX7RyT4OQLNDMzw/T0NDt27CCfzwPgOA7333//uvudlszJlksYxhTzyc8wmQ5fIn2MQTXffGqJP/7qM6w1fW7eWuSHrhklpale14Wjep/Svb3mhfzFvbM8udgC4OqJHD/+ool1Q7TiWGGmTC7fNsY3n17mtstHJANXCLGpeoHJsZEC84s1SsUM80s1JkaKZ8153xkPTp6o6fEL6StyPEEYcXCuwvbpIVkIhBDnrLsem+N3/u4Jfualk1w8/NwDTg6uuXzq0UWe6B4sO6bGay8d5LWXDeJ0M1wsMzkxLhczGIbe79OraRq5jEM+lzoj/ejEczuTF+tipdg/s8pASQKU5xKlFM2Wx1q9TRBE5LMOhXyalHP8SbBxHNN2A9odj3YnIIqTfpMpxyTl2KRTVr+0ttX2u8GwJKBmmUkvxCCIUCQlr9l0ko3ZC7a1Oz6VWguvOzwiCALCSPXjY4cHI4/MKoTkRP+pbo/GH75qmIdmGizUPV60pXjCoGQQxTw+3+Q7B+rsmmv0B3oBTBQdbpxOApJHllged18pxYGKy+MLTZ5cbPHPbxrHMXW+trvC5aM5dg6ljznAJp0y0TQ9CZAphaElU66jXmlyN+sPlUyZTjkWxUKaQi7d7e2r6HhBP9gcRXF3KneSjejYJpluSf6F8lnccX32HlwhjGJ2TA+Ry6ZQSrFWazG7WKNUSDM1VsYPIvYdXEEBtm3Q7vhJkFXTSKftpMVAFNFsJ9UCjm1gmgZBGJOyTUaG8iytNGm2XT7z6CL/+EyFV10ywOu6a2SP45hoaGydHKDjBpSLmQvi53A2OF2Zkwfn18imbQbLOfwgTALbhs7ocBHziN/rIIx4dO8qn39ohtddOohm6jw+1+TGqRyWriWZxcc4U3Yck79/bJFPP7ZEGCvyjsGP3zzBNRP5dfdbafr88bdnuWgsz6+9+UrK2VPL4hZCiNOh2fZYXKkzNpRnbrFGJmWz1mizdWKQfC612ZvXd0aDkyfT9Ljn+Uxkey6Ly3Ucx5RyNiHEOemvvrWP//OtPfzLl06xdeD4QaVqJ+Bzu5a5d2+12zcJXr6zzBuvGKaQMrFMg1zWYaB7glVvunTcANs2KOaSMu44jml1fFptD9cLyOdSDA/kj/uc4vQ6k8FJSDI49s+uMljOUshJgPJspZSi4wZUqkkAMJd1KBUyOMfpoe0HYdJrsu3jBWF38I1NNm2T7k5nDoKIVrcnpeeH/YxpyzQIwoh2xydWirRjkcs6ZDMOxmFZYn4QslJpUm8mmdhBEK7LJjL0pPw7DGN0Q+tn+x3pc7uW+Pqza+Qdkxum87zxiqOHSRwpVordy22+s7/GQzN12v6hFMmxvM1NW4rcMF1gonhyAcmWFzFbc7lkJMunHl3kgQN1rhzPcflolivGcqSso4ORugaGaSR96bpl2rrezYrsbo6mJYHFtGOTyznks4cu8oRRRL3hUm8m06l7AWPTNPpByN6wogs9ADY7v8byWpPRoTxjw0lP5DiO2b1/mTCMmZ4ok804HJyt0Gx7jA3nWViuo+s6up5MN3dsC9dPgu+QBNnz2RRRFFNvdsikbYYG8nQ6Po/uXeFTjy7S8iN+9VXbkufrvnl1LQm0F3Jptk0NXvA/m41yOtbClUqDWqOD54dYlkmmmzHpBSGdToDjmKQdiyCMcL0ASAaGZdI2rhdyoNLmr+6f5ZnFBj949Ri3XVTG1tShvrGG3p/+bRo6Byod/uK+GWaqHpAcf91+3SjOYb0m3SDm048tsmu+xYf/xc1sGXzui81CCHE6NVsuS6sNRgbzzC/X0DUNz4/YPj1IOnV2XTA5Y8HJk216/EIzJ3s9YY4UxzF7DqywY+vwCcuehBDibPOxrz/LmKOOW5rohzFffmqVLz25ghcmH+M3TRf4kWtGGMklwYmRwTy6plFrdPCDiEzappBLYRhaNxjpEwQRpqmTTTtkM7acJG+CMx2chEMByqFy7qy6QiogjCLWam3qjQ4px2KglD3mwWIQRjRbHs22i+9HWJZBLpMEFG3L6A+4arY9Gk23e3JuJMHKlE0QhjSaHp4f4DgW+WyKXMY5rFxY4QcRrbZLreHSansoQO8GiQ4PSurd6E0vYEd3kAgkGZLPLLd48GCDOFb8+M0TPD7fpJwxmSie+L03U3X5zv4a3z1QY60d9m8vpk1etKXAzVuLTJdSJ/059aUnV3h0tsGBNZfLRrL8/MunCSKFZWj9YGN8WGl4r0ck/ezPw153d2BGJmWTy6XIpGwcO8nOc72AVttLyucPm0htW8lk6Xw21Q8ai2Or1lvsn10j5ZhMjJTI55IsysWVOmu1NumUxfhIiWbLZW6xyuRYiVojGYDi2EnQyfUDLNOgWu8AUOh+3tm2SRiEeEGEoSdDT5RSzK40SJkaf/mdea6ZzHPNRK7/3tI1uPKSCZnWvUFOx1q4Vm2xsFIjCONkqJGh41hm/3Ou3fEIo5hsOrn4Y1o6KLr9TCMq1RYpx2Km6vLFXYu88tIhxvI2zyw22D6QPmZWeBjHfHbXMl9+chWAkZzNT9wywfbB9QkyTy+1uGoyh5UvUEzbjJzE56EQQrwQjVbSg3d4IAlMKpVUd2yfHjorB0ifkeDkRjU9jmPFnoPLTI2Vj1nqVKm2CKOYkUHJABJCnP2CMOZ3v/gEb75uHL/ROuZ9YqX4zv4an3lsiWonOXHfPpjm7deNctFwlqGBLJm0Q6OVBDBy2WRwgh+ENFoeQRAlJZuZJBhpW2ffwnSh2YjgJCQX7fbNrDI8mCeflZOizdbu+CxXkgBeuZihkE+vu5jay6RMht/4mKaeDELpZub17tN2feoNl47ro+taPxCm60mmdL3popQil01ROKx1Q6wUnY5Pq+PT7ngEYYyKY4IoXheQjA8LSpqGDhpEYZxM4kbD85NsyiCKMXWd3/i7Z0iZer/348kEJFdbPt/dX+c7B2rM1bz+7WlL5/qpJCB5yXDmhIO6wigpHX9ktsFwzuJ1lw3xpSdXGM7ZXDaaPeGAHW1dbTpYpkHKNkmlbAxDJ45jgjDprxlHvf2TRDZ1XesPq8lnU9gXSFn26VattZhZqJLNJBfmxkeKpByLWqPD0modQ9dJpywKuRR7DyYZ4ZmUw4G51f5QqFzGSXqi+skambItJsZKrKw10TQI/IiBUjZZF9sugR/x2HyTv/7uLAMZi3964zgT3RYBV18qwcmNcjrWwrnFKqtrzSQYqcAPo+7kdYDkd1TXdVwv6fFqWga9ywVat+dqpxMk76u0TSpl8+xik/f81UOMFx1+6Mphdg6mkv6wh2XbQtLz+2P3z7HWCdE1eMMVQ8fMEv/qU6v83feX+anbLuKfvmTbCbPIhRDi+Wg0XZYrDYbKeeaWq8lnoaaxfXrohAP1DtcLF27EMc1pD05uZNNjSDIJ9s+sMjV+dIBSKcWeAytsnRrAlAMLIcRZrOkG/PuPP0LHD/gXL5445kn0M0st/vaRRQ50h90MZCx+9NoRXrKjzOhQAddLJu9m0jaWZeB5yRAMw9D7PcwMXT9qSqs6YmxFqptVJTbGRgUnQQKUm00pRbXeoVJrkbJNhgby68q241jRaLnUGh2CIEqCMPk02cMmccdxMiCn1uzg+xGZdDIgJ5O2iaKYWqNDremia1DMZ7rZ0km/w1bHp9lyaXeSstckU5rk+brBye5F9T5d07BtgyAI0TS928cvxA/ifobkIzN1Xnv5IK+7dIjVls9A5sQZ2E0v5KGDdb6zv8bulU7/dlPXuHoix81bi1w1njtm78fDdYIIQ9OouyH/+Ut7GMpaXDuZ58bp4kmXfPeGxfQGz5im0R8KA8nnZBQfKu3U9aSEPp2ySKfsfuaqOD2WVxusrDUZLOdodzxsy2R0qIDnh8wtVikXMqzV2xS7g2tStsX0xADPHlhGKYVp6AwN5LoXAJpA8jPeuWUYTdNYXK3j+yEpx2JqvEyr7TO7sEYYK+5+pkKrE/Cmq4YJo5jrLp+S4OQGOR1roR+E1BsuzXZywSYIInrXV3Rdo/db2kuKjpVC1+j2fk2+3ptsf/jFED9UfHtvlb///jLvfvEkV47niKIYy9SJorj/HC0/4uMPzvPdA3UAtg6k+MlbJo+qgtlf6fB/vjtPxtb54D+7jqFyTj5DhBCnTb3psrLWZKCQYW6piuNYoBTbpoaOWXV8PFEcc2C20r9QeKad8YE4x3O6TsbiWBHF8XEDlM2WR63RZnLs2BmcQgix2dqez7/40/uZKDq84/rRo07Glxo+n35skYdnGgCkTJ03XDHEm68do5B1aHb8JKNJJQfmcawOO8HunnB3h+L0J7NqGgpFFCVDBHqTdsMoJp91GB8pbcKeuDBtZHASDgtQDuSlxHuDRHHM6lqLeqNDsZBmoJhdV07daHlU622CMCKfTVHMp9cFLaM4pt5IgpZxHJM77D5RFFOtt6k1Oui6lgQk8yl0TcP1AhotLynRVirpb2hb+GHEWne4DdA9wU4uWBi61p8yret6UsPYnU7tBxFPLrSYLqdYbvp85L5ZbpjuZUg6Jzy5jmLF9+ab3LevymNzjf6kbQ24ZCTDzVuLXD9VIGM/dzCo6YU8PNPg0dkGTy21+JmXTnHVeI7VVsBQ7rn7J5mGjmUZZNI22bRDOmX1S9r9IML3Q/wg2S+apuHYJinH6v4xZXLzBjk4X8H3I7KZJAi8vNpkoJwll3Y4MF9hbKhAxw2oNTuoWBFGMRdvG2FxpU6l1iaXsTEMg8Fimmf2r/Qft5RPMzVRxvcj5haruH7A5GiJUiHD/HKNTidA12Gx5vLZRxb4z//sBglObpDTsRYGYUS96bJWa9Hp+DiOhWHouG7SX9c2DfK5NMOD+aR/ZBixWm1Ra3Qo5NIYhp708225RJHCNPWkjFslF3L9ICSMkhLtu5+p8NZrRo7KDtd1jfv3VvnrB+dpBzGWoXH7daO8Ymd53WdkFCtmqi5bB9Lcv6/KD1w6wmVbTy2jSQghjlRrdKhUW+RzKRaWahTzaaJYsWVi4IQVKIcLo4j9MxVGh/LkNiih4ZwOTvbKurdMDKBp2nEDlPtmVhgfKeLYZz7aK4QQJysMI54+uEra1FlxI0zfW3fg2gki/v7xFe5+ZpUoTjI/Xr6jzFuvGyXvJIELXdeSQTjdSa8px0RHI1ZJQCMpPYz7WT9RFKNIggFGd4K3ZRk4tkXascikLTkR22AbHZyEJEC5f7bCYClLQaZ4nzFhFLNSadBqewyWcxTz6eTCQLccu1Jt9dsvHDn8RilFvelSrbeJophiPk0xn8Y0jX5Ac63WIooVpUK6P4290S3lDoKIlGNi2xYqjmm7Pp4fEYYhUaRwbJOYGM+L0LolzFEcE0WqX96sdTON9q92+Pqzazw8UydjG/yLl0wyXUoOVE8m2+fgmsu9e6t890CNhhf1b58upXjR1gIv2lKknHnuY7SWH/G9uQY3by3y4ME69++rcd1Unqsn8hRSx29PYZkGmbSFYydBiihKyrJ7WZCapmFbJo5j4lgmjm1iSSbkplNKsffgCo5tEcUxE2MlKpUmzbaXTN5ebTJYSkpv55dqSWuCIOKibSMEQcTB+QopxyJWMFzOsn+ugq5pRLHCtg2GB/IMlXO02h4H5irousa2qUE8P2JlrcnUaIlmx2ewJMNLNsrpWAsbLZeFpRrplMXEaHndifjyaoPlSgND14nimEzaZmK0hG2ZhFHMwlKNWCnGR5Kp3gfmKt33mEMQJhcuvCCk3fFZWmty99MV7np8meunCrzlmhHyR3wOrbUDPvadOZ5cTNr0XDme410vGqeYPrrS7/8+uMCDB2u88Yph3njVCNumBsmkTy7zWwgheqr1NtV6B8c2WF1rUS5miJViaqx8Ssc1QRCxf3aV8ZEiy5UmA6XMhgzVPKeDkwCeH3JwrsLWqUGAYwYoPS9gfrnGtqmhF7zdQgjxQsWxYqXS4CvfW+Cj9x3kT378emq1Qz0mY6W4f1+NTz+2SN1NTuSvHM9x+3XJFfrep3avFFHTktJL3dDRuhlPh9/H6JYq9v5o3W3o95SLFLGK+6XeuYwjn5cbaDOCk3BoSM5AKdsPbInTI4xillfrtDsBwwPJEKLe9Oa1apt6s0M6ZTNQyq47Xkn6TPqsdoOW+VyKUiHd7w3resk077brk8+mKBeTgQv1RodGK+nVmHYsNJ3udOikxNX3Qzpe0O29phOEyeeKRhKAVId9ZhjdCx7fn2/w+HyLt147wuPzTfaudrhhusDkSWRIAtTdkO/sr3Hv3iqzh/WRLKQMbt5a5CXbSkyWTnwlftdcg288u8aTiy0uGs7wk7dMknOOHYzsbVbvwouha1iWiWUa2FYSdLQtA8syMXRNApBnuTCK2HdwlXIpQ63eYevkIHGsmFuqdgONMflsisHDgoxBEDE1USaXcdhzYAVQ2JaJbRmsrLXIZRyabQ/bSt4TY8MFctkUy6sNFlbq5DIOg+UsSysNJsZKZM6ySabns9OxFnbcAFDHnUBbb7osr9YZHS6wUmnSbHnYtsnkWIls2qHd8ZhfqlPMpykV0uybWWXr1CDWEdmMHddnbrFGsZzj//uHJ3ndJQNYpk7aMvqfr5Acj/3jMxU+/egSYazI2gbvfNE4108d/foOVDp84uEFJkspfuzGcQxDZ2Qoz/BAXj6rhBAnVKm2qDc7aGg02x7FfJINPjZcOKXPkF58baicZW6phmObbJsewtiAypFzPjgJycH6zPwa26YGURw7QDmzsEYpn96wlFQhhDhS0m+uzUqlyVd3V/nMQ7P80iu3MnFYGeK+1Q5/89ACeytJD7bRvM3brx/l6ok8GmCaRtLQ3dQI/W4GUByDSrIoDV3HMHUsU8cwjCRoedjtpqF3+6olGZO6HPBuus0KTkJy4nRgdpVSIUOpkDnxN4jnFMcxy90T3pHBPLlskvnSanusVlv94Te9DMqewyd2Hxm0VEr1S3Qs02CglJSE1xodmi0Ps/t77QcRnh/2L1bESuH5Yb8HnwLCMEbTwDQ0NE1PhoOEMSpWaN0K7r97fJl/fLpC1jG4YarAD14+hG2e3AFpEMU8NpeUbT8+3+z3YTN1jWsm87xkW5ErxnLPOQAijBS75hvM1zzeeOUw395bJYxirp8qHJWZZOgauqGhazrZjE0xnyGbsTF0XU7mzxOuFzC7WGV0qMDCco2tE4NYlkGz7TG/VEXTNLJpm7HhIgAz82tUai0GClkmxoocmFvD88P+JO+OGzA0kKVWd4miiFw26ck6PlJE13X2z6zgB1F/uM70+Kllm4jnb6PWwmbbY3G5ztapQQxdY7nSZHm1gabB0ECewVKWtVrSKmOglGGt1mb79NBR74NG02W12mTLxAB7Z1b5xAOzPDZb56detoVBJwlm9qZ7z9VcPnLfHAerSc/wl2wr8k9uGDuqv7hSCi9Msrr/8rvzvP7yIbYOpMikbEa7gXQ5bhNCHGllrUm77eF2j/vSTtITe/gUB0N33ICD8xVsy6DjBgwUs4wOb9y5yXkRnIRDV7C2TQ0SK3VUgLJXM79jy9GLixBCnGkd12d+qUYu46BMi//4ycd4+zVDDHcDk3U35DOPLfHtvVUAHFPnh64c4lUXD2IaSd9ISA5cFUkg0jR1LMPANI1+qWjvTxwfui/dvzVNQ9foljlp3Sm8Krld15LsItskm3bIpCVb5IV65plnePe7383KygqlUomPfvSjXHHFFUfdbzODk5C8T/bPVigV0hKgfJ6UUqyutajW2wwNJOXbSsFavU211iKTTrKxehmQve9ptX1Wq81jTuwOgojValLGWsylyWYcGi2XRtMFkkxHPwiTibOmQSZl4TgmrhvSbLugaaRsi3bHI45VMolW19D1pPdsMiAn4KmlFg8frNMOYv7ly7fwxHyDrG2cVA/J3uvYV0nKth84WKPtx/2vbR9I85LtRW7cUiR7gj6SAJ96dJFv7akymLV4ybYSr7xkYN3X045JIZ+m44VoQD6bopBPrduv4vxTrbdptj2Gyjlm5teYnijj2Fb/9265UsexrX4AqVpvc2CugmkY7Nw6RKXaotn20VD4YUTgR4wM5em4Aa22h+OYaJpOIZdieCBPrdFhebWBbZtsnRyQ84YNspFrYbvjM7dUZevkoazIZstldrFKGMZkMzblYpZavY0XJIMGJ0ePnl9QqbbouD4jQwX27F/mW/vr/NW9B3jZRWXedu1o0gNcT9oJhJHiC48v8Q9PrKKAwazFHS+e4OLho1sHBFHM155Z464nVrhqIsfbrhujmDKT7MyUTbGQptjtkSmEuLAtrTbouD7tjo9tGRiGTiGXZuAU25K02i775yrdz0SN4YEcpULm3J7WfbJOxwIUhjELKzWmusNuWh2PheV6EqCMjw5QLq02MA39lH9QQgjxfEVxzMJynTCM8HWTr35vnpdvzeMHEVq3/9XXnqnw+ceXcYPkpP6WbUXefsM4Y+VMdxiFRtqxyGYcsmm733MujhVhdGiQTRhG/b/j7nTZWCl69ZpKqUOTuuNkAEQUK2xTZ6Hu0fRj3CDi2q1lLt8+spm77bzwqle9ine9613ccccdfPKTn+R3fud3uPfee4+632YHJyF5bxyYq1DIpfulwuLEen0hl1cblEsZBorZbp/JJq2OR7mQoVzMrBuiEsfqsKClzWA5ty641mp7rFSaKKCYT9Hu+NSbbvdiQvKclmlQyKcYKCUBz3rTZaXS6H+ugML1ulmUepIlqWtJENPzAupuSNrU+Y9/vxvb0LlhOt8danPy1SVr7YD799e4b2+VhYbfv72cNnnxtiK3bCsxVnjunmm1TlL6rVC87rIh7t9XY6rkrCv3NoxkiJdjW9i2STGfJpd1NqS8SJw95harpFPJOnhgtsLEaKl/ES0MI/bNruL7IRdtHca2LTpuwN6Dy0RRzNhwEV3XWKu3iaOYIIoJgojRoQKgWKk0yaQtIMk4Hh0skEpZLK02mBwtSXByg2z0WtirvNsyObDuM7jjBswvVfGDEF3XSKccavU25WKGiWO8HxaWa+i6TiZts1JpolkWn3vgAK+7bIhax8MxdAxdI4ySz/Ddy20+cv8sq62k1cbrLhvkTVcNHzUMEZJeu//wxArbBtK8eHsJPwaDJCvKMJIM8UIu1e9HLIS4sCws1+l0kozJdNoijhRD5dwp95NfXKmztNpgZDBPo+UyOlQgn03R6vjsm1lheqy8IT3qz+ngZBzHPLV3kXwmxdR4EqBstlyWVhtsmxrqT/GeHCuTTlnESrFn/zLbt2xMzbwQ4sLVK8VcqTTJZmy+/Ng8H71/hjdeMcyrL0kyMZ5YaPI3Dy+wUE9O7LeUU/zzm8a5cio56cqkbXRNw/NDvO4E2aAbeOzRdQ0N7bAgRO+/dXbN1lmoe9Q6IbVOwL967cXsmqnzoS89TbUV4Ecx7375dv7lqy/mV//vQyxUXWxT4+dftZObLh7drF13XlhaWuKSSy5hZWUF0zRRSjE+Ps59993Htm3b1t33bAhOQvKePThXIZdNyUW8k+B6AfNLNVKOxchQniiKWVpNAoTD5Ry57PrMwyBIBm0cK2jZC3KuVBoYhp4MzOn4xCqZLq0BmYxDuZghl0ketzdltlpvd59BIwjCZNCLxrrPhSiGJxYbfGdfjUdmGtx2cZk3XzVCtRNQSp/8sEA/jHl4psF9+6o8udii90lkGRrXTxW4ZVuRy0ayJ5wG6Ycxf/rtGZ5ZbnHVeJ6X7yxx2Wiu//WUYxKGMXF3wvjESKlfZisuTL0BOeMjJSxLZ/9MhZGhPPnD2jWtVBrML9cZ7fbp84OIfQeXCSOFbZv9El3T0Gk0XaJYMTKUx7FM5harjA0XqTba6FqSXTwxWlo3pEqcWZuxFvZ6q02Pl3GOGKjqegGLK3WCICKOY1w/xLZMtkyU1w2rUUoxM79GPpciDJOLvkPlHPvmVvnlj3+Pm7YkA3M06Le66AQRf/vwYr9aZqrk8JO3TD7nBaIDlQ4f+tp+XnPZIK+/fBhLh0zaJp9L0Wx5RJEilUqGG6LRP1bs9SfvtfkxDSNpB2Iayfoin6tikySJEmGSLBFFRJFKhnnG3cF83eMY0zj0frUsA8uUoXVKKeaXqrTaPoqkssQLIsaGi+QyJz9My/NDDsyuEkQx2yYHmFuqMTFSIuWYHJxfo950GR8uMFDKrrvQfqac08FJSLKSntw9z9BgntHB5HHqTZfVtSZbpwaJovUBynqjQ6vjMz5SPF0vRQgh1gnCiD0HlnC9pOTy67vX+LvHl/nJl0xy6UiWlabPJx9Z5JHZBgB5x+At14zwysuG0NAIo7ifQt87mNQ0rRtwSG5TJJlLA1mLuarHF3YtstjwWWp4vOyiAf75zVP8xbcO4AYRpYxFIWXy6ksHcYOYtXZAzjZImYfKxaHbs9LQKebT/f5d4vl58MEH+fEf/3G+//3v92+7+eab+eAHP8grXvGKdfftrYf33HMPuVyO8fFxxsfHN3qTgW6Acn6NbDejTxwtipJs6CCM+scSS6t1oihmeDBP9ogJq54fsLTSIIxihgZy/eAiJAfmS6t11mrt/r9BYVkmGpByLEqHBSR7QcvlSoMgiLrZ0Mngv8MP5rSkcwN7VlzGiw61ts+ffHOGG6YL3DBdYKJ48geuSil2r7S5b2+NBw/WccNDZdsXDWd4ybYiN0wXjuqddqSVps83nl1jtODw0u0lHjhQ4/KxXL/cu3segm2Z3YsuMDZclGnyoi8II/bPrHbLt2H/bIVycX2/3N5gHNM0mBwtYZo6+2dWiWOFrmukUhauG5DLOiytNFDAQClLqZDuny9EcUy11sYyDbZODV7wJ8EbZbMu1PlByIHZCpNjpWMO0nG9gKWVOn4Y4XkBsVKkbIvp8QFSqUO9gffNrDI0kGOt1qZUSFPIpXniwCq//XdP0vJCfuHWrRSd9Z+TD8/U+asH5ml6Eaau8SNXj/DqSwaOe4FnpurymceWOLDW4Wd/YJqdQ8l73zB0CvkUGuB6Ibqmkc+lyHazi2PVrZ6JY8Iw6Vfeq7SBJHhp2yYp2ySdtpPBavK+F6eR74e0Oj4d18f1AqD7vusOJzNNHUPX0Q29294maV+jVBLvCcOIIIwJuokakFSDZNM22YyDY5sXzHs2uSBSodn2k6oSy8D1guN+hh1LFMcsLtdptlwMw2BitMjsQpXp8TJu96JNOmVhWyZhFDM5WsLegIt153RwMopi9s2sMj1e4qm9S0yPl/sHKLVGh2qtzZbJAcJugLJX4r334IpcDRVCnHYd1+fZ/cuEUXLyPlt1uWiyyMpaC6WSPpL/8MQq//DkCkGk0DW47aIB3nTVMBk7GU7T6wtn6IdN2NY1QqVRzNl89uF57t29yt7lJGvpE7/0Mrwg5htPLbF1KMtEOc1YMX3SAyx64jjGDyJcL0DXk95b4vl78MEHede73sXjjz/ev+1FL3oRv/M7v3Pc4GTP+9//fu68886N2tSjKKWYXaxiWwYjg5uXyXm2OTwbenS4gGObLK7UiSLF6FD+qAPCjuuztJpcgBgZPPR1pRTNdtKGxnX9pGcsYHR/Z23LpFTIkM8dGnwQxzFrtTZrtTaGoeMHYf9A/XCWqdOK4MvfX+ZbuyvoGtzx4kkuGj71Uv2Vls/9+5Jp2yutoH/7UNbql20P5058EFzrBPzld+fZvdzmRVuLvPLi8lHZQYahMVDM0ukGjRotly0TAzj2yWd1igtDq+2xXGmydTLpR3pwfo1MymZo4NDFFNcLODhXSfoyW2a/V6WmgW2buG4SYMpnU6ysNVFKkU07jI8W2XNghdHBPAOlLCtrLUaHZFLyRtnMKoIwjNg/u8rYSPGoC0w9vfdVFMXk82nWqi1sO1kni/k0sVLsO7jK2HCBheU6U+NlHNuk7fr80V1PMFGwuXnnAM2Wv+5xa52Q//PdOXbNNwHYMZjm3S+eYDR//ItIu5fbjBcd2n7EU4stXrK9hKEnWWb5bIpsxiGKYzqdAMc2KRczz5l93stgc72AdudQ8MixTXLZFLmMI/0txSkJo5hGs0Oj5REEEbZlkMk43f7Y1mkZ7BSEEa22R6s7CMbsJljku4POzkdKKfbOrOC6IbmMjW7ouG7A9MTAScW2lFKs1dpUqq0kW1wpBkpZ5pdrTAyXmFuq4noB6XQyXHBoIEvbDShkHVLOmZ9HcE4HJ5VSPL13EceyGBnK8eyBFXZMD5LNJAe9a7U2jZbL9HiZMIzZP7vK9EQZpej3phRCXNiUUgTdoJzrh/0rcoeXTh+PpiWBxFbHx/PD/u3FQpq/e3yZTz0ww7+4ZYorx3M8Pt/k4w/Ns9xMDvguHcnwEy+d5qKxAn4QMTVeToKT3cW66YV8/qEZHtq3xvdna1w7XeLfvfFSvvn0MnEcM1lMMZBJrhJalkHKtkinksls5+uCfC5ZWlri4osvZnV19aTLus+GzMkepRQLy3UAxoYLF/zJuR+EzC1WSTlWErSoNPH8kNGhwlHDo9odn8WVOqapMzKYBDGVUjRbHmvdwR4qjrEtgzCOMXUDTdcodyemH/77G4RR0r+y7WHbJs2Wm2RMHvZ8tmXQVjpff3KZV+4s8vRym0dmGty8tcC2gXS/1cPJHO25QcRDMw3u3VvlmeV2/3bH1LlxusBLthXZOZw54UlF3Q359p4qO4fS7BjK8K09a7xoS5H0YUNxbMsgjGIGiln8ICSdstD15CB7aqIs7XfEcS2vNlAoRgYLKKWYW6phGnq3h2SiV65bLmVYqyaZbNV6pzsswCBWMfWGS8oxiaKYthuQciwmR0scmKtQzKf7LaPExtjsFidRFLNvdpWRwfXtAo60rzvRPeWY6JpOo+Vi6BrFQjLUbHZ+jbGRJEC5fTppJRbHSVuCf9i1wL41l7ddO4Jz2EVkpRTf2lPlk48s4oYxlqElFTUXDzzn5+3BNZe/emCOth/z5quGuXFLAb17bJrLOElrEFNHxYogiijlM5RLGUzjxP0plVJ4fkiz5dJse0SxIpOyKeZTpFPSZkMcLQgjao0O9aaLBhTyKfLZjRtaF4QR9e7zA5SLGYr59HnzXo2imN37l9BIqgA0TcP3Q7ZMDvQHez2XdicZzprPOclsgkiRzzosVxqkUjZrtRa6ppFJ22TTDs22R8f1MXSdLVMDpCU4eWJRFPPkswuMDOaxTIOZhTUu2jbSH4Kzutak4yZprkEYcWC2wvTEACuVBoVuZF0IceEIo/jQVbbulWHLMkg5FinHwjYNTMs44YnxarXJ3MIa0WGJS7oGTS/iv39lL+WMxY/dOI5laPztwws8NJNkUBXTJv/sxnFeecUIoNFoueQyDo1OyIMHquyarfOay4fZOpDmL759kKunilw9VWTbSI6UY+FY5rrghVLJYBvPD+i4AR3XJ4oVppE0Z89lHFJSnrMpbrvtNu64447+QJwPfvCD3HfffUfdb7NPyJ7L0modP4gu2KEQSilW1po0mi5jwwUaTY9m2zuq1x0kQxQWV2qYhsHIUHJM0nZ91mptXDcALek7aehaP7iYyzgMlHKkU9YRj5VkXfYuenTcgMMP1zQNUrbFt55d5a7vr7DS9LlhOulrlnNO7SQgVoqnl1rcu7fGwzN1/O7QBg24dDTLS7YVuW6qsO5E+nhWWj6ffWyJx+YaXD2e5wcvH2KqnEp6X3YHgPUG3CQTxm2iWDE2lGep0sSxTUYGJVNNPLfeAK/BUtLbVSnF4kqdOFaMjxT7758gSLLhxkeLNFsejVYyWCqXsQnDmHIpy/7ZVVDw/7P332GWnfd9J/g5+Z6bU+WqTkgEAQYQIJhpiZJFSaNs0bbGlkx7xuuZkUe7Ozuz61l7LD3PjEfz7EqWHz+T1p6xLT+2JVmULYpUoBLFZIIBDABBEOxGd1euujmefM67f7znnu7qWI0OaID3+zyNblTdrnur+p7zvu/39w2lYo7+0MG2DeqVAp3e+EgD+Bx3H/fDWpgkCZu7PRrVwlWRErMiwjCK2drryb3b1ENBIU6S7DGALBs0daIoJn+Zqr41mPLPPr9La+zzN9+9fpWKvDsN+Ndf3uebB1MAHlrI8zNPr95QpS6E4Lm9CR/7Rou/9b4TLJYskijO3rfFvEkuZxIEkYwNSgSmqdGsl47EjNwMs1iR4djF9QIsy5AFZbfwNeZ4/SERgtHYpT90UBSFatmmVMy96gPGKIrpDx2GEzdT198rkvRuIIwivn2+Ja83lSwG7MRa/aY/6zCKOWgNEUjBQac3QVUVDF2jO5gSJ7Jc1dDleTiKZHY5QhLMjhuwvFDJ+LW7idc8OQlyOvrt84ec3mgwcQK6gwkPn1rCSPOPZtlMq0tVgiBia0/miuweDnjgxML8hjrHHK9jCCHw/JDRxGPq+KiqkrZeW9i5WyPtglAqMcZT/6rP9Z2Q1iTgkcUCL7WmPNCw+eTZPh9/oYUfSQv3dz9U5yfftkItzQU6HDgs1Qp8/kKf//WTF3h8rcw7HmjwgceWWa3lURSFMIoJ0jIcSUJGJOkmeEao2jnjKgIyimIcN5BTLz9ES7/vUiH3HZXL8mripZde4sMf/jDdbpdyucyv/uqv8thjj131uPvhQHYjdPsTpm7AxkrtO+p94wcROwd9KkVpD+r2pzTrxaum8H4QcdAeoihKptzqD6dMHB/bMlIbd4BIBIoqc14btSKVsn1EETOz2rS6Y+I4zq7/y3dpfpTwjYMp51pTfuqpFb55OCEIEx5dKlyz6fVGOBz7PHNxyDMXB/SdS8rvpZLJO09VeMepKvX8zTeiXhjzxU2ZH2npKp95uc/7HqhRsXWp4NFU4jiRCk5VSjhLxRxB2pZsmTrbez0WGiXKxXm+5BzHQxwnXNjucGq9kbUUy0Kq6MgwRdp1eywvlNF1jd3DPp4XUq8WcNL72vntDp4fUa/YdAcO5fSaVxWFteXqPSkBeD3j537u5/id3/kdNjc3ef7553n88cev+bhXcy1MEkEYRjJXMojo9MbomnZV9qOmqmi6LCkbTTwWGyWiOGE4dlEUhThOqJRsPD9gMvVluWHeZKlZYfaVLux0+PfP7vLFzSF/53tPX7WuCiH48u6Ef/WFHfxIYOkKP/7mJd7/YO2GKkohBIqi8KlzPZ7ZHPIX3rrMw007K+HRNJWCbZG3DVwvwPXkgL5StFlcKGHoxyduZqrKQeoGyOdM6tXCPSEv5rg/4Pshnf4Ez48ol3LUKoUjOfb3Cy5ldU9QFVholK8aCN/vmDgeF7a6LC2U0j4Dea3fbF8uhKDdkwP2lcUyds5k56CfEZCzEsYoSjBNjWI+Bwp4Xohl6Xh+SKmQo1EtZrza3cbrgpwEGE1cNne6vOHBZXYPh3hewIOnlrKL5PKDw8zqUUo3H8156P8cc7zu4Ach/aGTEQTlVzDdnW2+2t0xveH0mrZIN4z5w291+eTZHt/7cIMfenyBs+0pv/bsAXtDSWKeadj8x0+t8Nh6BS+MefHQ4Y9ebPOt/Qn/9r98d9pOF2PrGmEUE4YxYRhdKsZJD/iapqCrGqoqp/JhKAPN4/QXXCq1ubKBUQhx6bGJQFOlckla3NS0eEc2lOZzsv1xjnuDO7EeHnZGsrXzLrkB+kOH4djhxGrjpk3Mr3UIIej2p4wmLs1akU5/QsG2WGiUjnzvYRRz0B5mmZN+ENEbOmiqQr2Sx/VC2v0xCHkozNsmC/Wj2ZSzTfNhZ8TU9bPD8OzQOINp6Pzal/f4zLkepxo27zpd5ekTt263d4KYZ7dHfP7CgPNdN/u4bag8daLCu05VON04ngWqMwn4o5e6fGFzyJmGzU+8ZYmNWi5rhdU1BZE2bQZp3tTsc9VKnmatyMTxOeyM2Fg5XlbSHHNcjtm1c+qy0ppOf5KRjrOPxbGMdlqol1KF5JSd/QG1io0XRGys1Ng96DN1AnI5g6kTZLnLc+Xk7ePTn/40Z86c4b3vfS8f//jHXzVycranu/QrJAwvK4QxNAxDxzRkm3WnN6GYt2jWS9f8ejL/dMzJNfn+m0w9qeAVAlVVqZXztLpjwiiimM+x1CwxdQIGYycdOseoqsonv93lfQ/U0K5YW1XL5Jf/4Nu81JIRG48s5vnpp1dpFm5srYwTwTMXB/zuCx0aRYO//V2nKBiSgFBVJVvH8jmTQt5k4gQ4boChqyzUZd7qre6VHTegN5wSBDHVsk2tkp+T+q9DCCGYOgGd/hhVlRzKldE2dxJJIq/ZIIyIYqnui+KEJEnSshwBAhRVyaKxZBO9iqHJ69ky9ew97/kh7e6YOEnumRLwdtHujjnojDi5WqM3dGSHgakfcQlcC6OJR6szol4tUKvI3PGtvR5526Q/cPCCgCSR7sGVhTJRnDAYuakKU1CvFqmW770l/nVDTgK0OiPavQlveGCJ89tdhBA8eHIBVVVlJs3hEMvUadaL+H7I1l4PFDi9sXBfMv1zzDHHrWHWsDnLlapV8hRukZCMopje0GE4cvCCkDi+9i1SQRIO/+ATL1O1dX7szYvYhsa/+/ohz1wcAlAwNf7CW5Z45+kKZ04sUC7m+MXf/gYv7A5418kK7zxdo1a0riJ7FEWqq3RdRdNkWUYiBHGcZOSlQKCpKnbOpJg3ydsmqqrieiFT12fqBMRJgm0ZaWPjpefJJt5jl+lUqkmLeSvbYGia+ppYsF8vuFMFcQftIVGcsLpYvSsTztHYpTOYcvIYFpLXKoIwYvdggJ0zCUM5nV5erByxAiWJoN0bM3F8GtVCds2Vi/JANpq40j6TZn3VKgUatWK2zxBCMJ76DEYOU8cnThIsQ8MLoiP3m8ORzxe3RsRC8KG3rfDczpDFoknjOgdTVYFrReXGieDFwwnPXBjytd0xUfogRYHHlou881SFt6yVjqW8jGLBV3dHvGmlxOHY50tbQ973QI2lkry/6JqaWYWk6lPaIE1DJxEyr2xlsYKmqbR7E1wvYH1lni85xytHOy2dWmhcIpD6wymjiSxVmq3/M7tuvVqgUrIJwohzF1vougpIBcrWXg8hZA5XHMcU8hZn5g6rO4ZTp07dE3JSCGm99nwZd+P5oRzgKgqWoWGZBpYlSQtD16777yuEYPdggJnGTVwLnd6YOBGZan6WLzxbj3OWQRwnuF6QZYQvNcsUCxbntzqMnYB/9MmLAPzNd69Tzh0d0lQreX736/v8xpf3CGKBpav85FuXeO+Zm0ethHHClzZHvPNUhc2+HEadaRYQQqCpkLct/CBCAHlLlpSMJx5BFGPnDBZqRUpF+5YGkkkiGIxkeVvOMmjWi/PB0+sAs0LAbn9K3jZo1kp3dJ85i6hy3ADH9bNIG0VRsEw9a/PWNTk4UFUlG3bO/n6S7jdmLfRRFGeOs5nQw7YM8raZumGktXl5oXKsvMZ7jSQRbO11mToBpzcasoAxEVRKNgvXGZiAdPPstwaYhs5Ss4ymqdn6B4LhWOaBqqrCybUGQRjT6U9kXJBlsNAoHYmiuNd4XZGTABe3O4RxzOn1Jue22pi6lk09Ze16n2LBolYp4PkhF3e7FHImG6v1O/Ya5phjjnuLmQXH8yNqFVkqcTkRF4TxZRO3GJGAIJ22KQpJkjCeejhprpuCPNBfDlUBQ9eY+hGfPd/nQtflr79jjWkQY+sqnz3f57efa+GEUsH4vjNVfvTNizhBwifP9Xl+d8yv/KXHUVSFwAtYbJTSFseQ8cTDzpksNG4tD0WG+Ac4ToDjBSSJSJsVLYqFHFqqwBpPpaUdRaFUsKiU7CPPE0Yxw5HLaOKiaWqW4zXHvcGdXA9dL2CvNaRUyLFQL97xQ/VkKpVuxw3ffi1hMHLo9CeUizlGY4/lhcqR6+Dytu5iwcLzQxRFoVEtUMhbDMcuuwd9EiHvFYuNErVKPtt/TBxJSPq+jGYIwhhFIVVIX3odcSL4lT/bZG/o8dRGhXedrnC6cett23tDj89fHPLFi0OG3iXb9mrFkrbtkxUq9vGGEH0n5DPn+3z25T71vMFff+da1iSrqlJxpKoqlqnjuvIQHicJtm3iOAGmqbOxUpMH9SRhZ78vD7/1eb7kHLcHIQSbu10WG0fLqWYEycm1S2rvRAi2dntUyzbVcp44Tji/1c4OtatLFfYPhxiGRhDGhFHM4w+vzhVgdwjHJSdvpxxuPPVod8cyOy1nYFsGuZxxrAKYa0EIwX5riKpK9921LNjb+32q5Xymtp19vNufsN8aZnszTVPZWKszHLmMJx6FgsVo7BIngn/zxV2+tDXkv/ruk1e1dBfyJiNf8Ct/+G3OdSTJ+IalAn/1qRWaN8iivBxf3hryb796wHo1x4++aZGT9UsRGoW8LLeZqUhnllcZhaRi52QRXKmQu6X79dT16fQmJIlgoV68ZbHAHK8+LpGSE2nvrRfvyDBxJpIYTz0mU59ECCxDlzEItnlX4qcSIfC8UJ6b3IAwjFFVBT+MqJbsa17frxb8IGJzt0uSJJxeb7J7OCCOExYaJarla+8H4ySh1Rnj+SEri5dUoUEQcW6zJa9vRZ57a2Ub2zZpdycAVMuS8NTvg339646cFELw0vkDCrbFYrPM+e02+ZyZTU/lJqaXtTe5XsDLm21OX9byPcccc7w24LgBre4IRVFYqBexLAPHDbKym1njdjZx07XU7gxeEDEaubh+iKLIx0RRTBglR55DVSBvy9KGT3yjxcdfaLNWsfjBx5o8tFBgs+fyb57dZ7Mnm+E2qjl+6sllzjTz/MGLHf7wW11+5G3r/OV3nWSpkktD/AsUr7DfzuxBqqqy2Ci9IuVi1qzo+EymHnEssHOXlJMgFVvDsUsYxhTzFpWyfWQTEKZErv0qTs2+03An1sNZOL2arnO9oUN/OJUEW/7OEs2uF7J70Gdj9fVhxU0Swd7hIFPb5G2TxUb5iFpENhwO0HWNKErIWToLjRKmoTNxPLZ2e1IlY+osL1YppaSm4wb0Rw6eH6KpKp4fEkUxuq7iB/IgKITgbNvhc+cHrNdy/PlHGrzUmnKmYV9TzaiqSnZvuxITP+JLW9K2vdX3so8XTI2nT0rb9sx6fdOfixCcazs8spjnS1sjXjyY8v4Ha9mhVlMVcpaBqirYOUNO4xWwLIPAD0FRCKOEEytVyiW5mfaDkO39PkvN8ryQcI47hiiOubjdlc3Il10zo4lHpzfm5HojO1DPynTKRZmRFscJF3c65HImvcGUWjmf5TTnLOOm1rk5jo/jkpMz/PzP/zy/8Au/cI9e3Y1x2BmlzoSr3w9JIvNP19N4iiCMOGiPiOOEejWPF8QctocgwDBUTq03UYCx49PrT4niGFVR+PruiAcbeYI4wTaORvMYhhx4/ctPvcxvP98ijAWmpvAjb1rkAw/Vj6VuDKKET53r86lzPf7u950hZ2jMnkJRQNfUVGUlVWaqqmCkeXQooKoqOVOnWsnfUkxSGMW0u2NcP6RZK1Iu3hrJOce9hxAivX/KYWzzDpCSM1WxjDWIsSydUiFHMW8duW/fS/hBxHji0h04BGFEo1pgsfHqknSDkUOrM0JRVE6s19je6xPHCatL1Wvum4QQDEaSQF5olKikRV6OG3DQHjKeehi6RhQnaayOzXDsoSoKS80S1Urhhlm29xqvO3IS5E3w2+cPWWyUsG2Tnf0+5WKO1aUqIA8iMnumSLGQYzhy2d7v8eiDK6/axTHHHHMcHxPHp90do2tq2iImJ2GqolCwTQp5i1zOOLKQXh6IPItnVCgAAQAASURBVHU8FEWhUrKxLJ12d5wRBTOYhkYuZzKYeJxrOTyyaPPZl/uslC3ONPM4QcxHn2/x6XN9BJAzVH708UXeearCl7aGvPeBGrFhcWq5wkJZLibd/oQwilleqHA9zFp6AZaa5duyVwshjignVVWhXLSzsP+JI4lK3w8p5C1q5TzW3M59z3En1sP+0KHbn1Ap2zSqBVRVJYoTDlpDEiEbbO+k0jEIZbnc6mL1ruYN3W14fsjOfh/L1AkjWZx3+TUXxwl7rQGuF6JA+vMtomkqQRByfquDH0bYOZP15Rp52yQMY3rDKeOJh6qqxLFUYAFomiKVk+nOa+CG/MM/3SQRgnefqfLu01UaRRORiKss2orskrkKcSL4xv6Ez18Y8Pz+mDR+FlWBN62WeOepCm9aKaFrx9t8TvyIz18Y8OmX+6iKwn/13SePKCwNQ8PUNay0kKvbnyCEoFbJEyfy8BGGEdVKgfXlS9bDmep0Y7X2mm7MnOP+xMTx6fYnR6zckKq9uyNOrTWyPf5M7VbMW9SrBaI4YXOnS7NeZPdgAEJQKdv4QTTPnLyDuBfKybsFIQStzoipF1At5aVtNI3aieOEJBG4XoCqKggh7ZGGocl9qAKkCrQwzX2slW1QFEQicLwgtZ7K5/rfPrtNTlf5K0+tYOqX9rGKAhsrNb700gH/+sv7fDvNojxVz/HTb19lrXq8gU8iBKqi8BtfOaAzCfihxxeyoZNlatkg3/VC4kRkQ30hJIFpWTphGGOZBtVyPlNe3gxRnNDtTRg7Ho1XKc9ujpvDcX0O2qMsJ/t2uJEZIdkfOVIUUbColm0s8/47a/hByNZenyiKyVk6tUqBcsm+Z8RdIgT7hwO8IEJBXusXd7skseDEWv2aohHHCzhoDSnkLRbqJVmsOHIYDB2iJJHnO9ti6voYukaSCAxdk0Tnfdot8LokJ0GqkC7udNlYqRHFCZ3ehGoln2WGxEnCxe0uK4sV8rbJ1l4X1w158NTinKCcY477FI4bsN8eoqkqqgJhlGDnDColm7x97c2RH0T0BhMGIxchREbCTV05sQ7jo0rJnKljmBrDacgfv9ThD15o8cblIv/JO9cy9fUXN4d85GuHjH1JOLz9RJmffOsSu0OfX3t2n8WSxX/3o49xaqV65LVfGdx/I3h+yEF7hK6pLC2U7wixFMUxo7HHaOKSJIJSIUelbEu7uiM3D0EQ06gVrmsbmOPO406sh/stmXOq6yrDsUupkKNZkySaVP0NqZRyNGp3zuodxQlbu/JA/1psWe4NpvQGUwCq5TyN2qUSgFlz9mF7hKopNOtF6hX5+SiKubjTZer6WKbBidUaOctkNHHpDx2iOElbWUWqHowRWQ5SwouHUz57vs+TG2XetlHmXNvhTRsVkiQhDJPrvt4rsd33+PyFAV/aGmb3IpDq7XedrvD2ExVKueORgEIIWpOApZLF773QZnvg8V0P1Xl4IZ/9THJpqHylnMfQNQ7a8j231JR22s2dLlGSoKkqpzeaGckrhOCwMyKMYtaWaq/7QqU5Xj0ctEcYukrjiqLLqSMP26fWjxKUO/t98rZJo1ZMCcoOy4sVWp0xo4nHUrPMUnMePXCncK8yJ28HUZpV6fkRnh8ShJciMQxDKuejdMhspMU5qqLQ6U/pD6fomnrDnNK9wz69oUMcC5q1IqtLUol52Bnh+SGTqc/ICfjnX9il54T8F+87QT1/lMixLZ2pF/K58wP+3dcPccMEVYHvf7TJD7yxeaz8YAAvTPjUuR5/9FKXMw2b/8t71tHToX4+Z6BpGuVijiCUrdyJkIr5OE7QNZVaVeZXTt2Agm1Rq+SPNVBPkoROWjq3UC/NlZT3CYIwyiIMbjeHUZ69pkxdn1IhR7Wcf804bYZjl1ZnRN628PwAO2fSrN9a7NatIggjtvf6WZ7m8kKFC1sdBILT603MK352URRz0B6RJAkri1XCOKbbnxAEETnLYOIExHGcfm0ZIWTnTDZWave9M+51S06CDClu9SacWmswGE1x3JB6tUC9WgDkweriTof15RqGoclgbE3l1EZzHs4+xxz3EfwgYu9wQBhFKCiSYKwUslycK5EksnGsN5hKokCBerWAoWn0R1N8P8pCwGfQNTndFonM3/lHf3qeOEr4gTc2WU+n0Xsp+Xi2LafVSyWTn3pyhTcsFdI8n0P+4hNL/PCTJ1hsljIyIggi9tuD9N4jCc5ZUUR2C1YUFGQWiKKAmjZ0h1HMaOxipcHiOdPIgqBvB0kiGE89BiOHOE6olGwqaVZnFMVzZdM9xJ1YD2fT6XZ/gpEWGo0mnpx8N6QdpzuYMhw5LC9WUpv/7SNJBNt7PUrFXLa23u9IEsHuQZ8wikmEYGOldmSK7/ohmzsy62exUc5IyyRJ2N7vMxg5GLrGibU6pq7T6U+YTL302lUoFnIEgVQsw6VMya2ey//+uR1MTeG9D9T47kebFE3tiJLyZhh5EV/cHPL5CwN2h3728XJO4+kTFd55uprdr46DIEr40taQT53rM/Yj/sEPP4ylqUeGNjlTxmI0akX8MKLbm6CqKqtLFcpFm73DAb3BNMurXbyMzInihO3UQnslYTTHHHcaQggubHeuUkDDJYLy5HrjSDnV7sEgK+6IYjl4WF2spNEYDm98cBntFeYVziHxsz/7s3z0ox/l4OCAZrNJsVjk3LlzVz3uXpKTQgg8P8L1ZGZ3kBZw6On6OVOGm8bVhTmX55lOXZnDXK/IRtxWd4yqKtctrJAFrYN0fZD7raWFMo1qgd3DAYauMZq4uF7A736jg2WofN8bGlwxR2exXiRKEs7vD/m1Zw/4+q503CyXTP7q21d5cOHGA2YFsj2wF8Z842DC0yerfH1nRDVvsJGuI7k0K7NSzlMsWHS6Y0ZTT6o8hUAgh3vVks1w4hIEMeVSjlo5f1NrbJwktLtjpk7AYrM0j/p4lZAkCYdpVuHyQvkVk1czK3i3P0HXNerVAoXrCEfud0RRzM5Bn5xlUMxbaWGMIl25d5jcG45d2r0xpq5hmjqNaoGXt9rZoPfy60gIQac/YTR2WWqWCaOE3nCKZUqLfG8wRVMVRhMvy1K2cwan1xuY96Fa9Vp4XZOTs3xJzw85vdFg73BIHCcsNkqUUz9+GMVs7nTZWK2nDbc+YRhzar0xD8CeY45XGXGcsLPfY+rKQoXFeonSDSasfhDR7U9k+Qtki6PvhwzHLrquMZ64VxEBqqIQoPBnLw949mKfv//9D+B4MnMKwI8Sfu+FNn/0UleWXWgK/9EbF/jeRxqcbU+p5Q0aBYMgFlTzZkaa6romF4mpR7mYw86ZaKqKpiqoqpqRkKR2GXk3FgghNwtxIhu6Z8U3k6mPaWhH1N2qqmIammyeNAyslEi4lc1AnCSMxpKoBGjWi/NN4j3EnV4PXS+g3ZUNooW8xWTqZQ18CrDXGqIosLJQuSO5OrPDlqap91Wg+LUQhBFbuz0SIaiWbPkzuazNd2u3x9jxWWyUWEw/J4Sg1R1x2B6jqLLVV1NV2r1xZtcu5qVqpDuYMhg6qKpUTH675fBn5/p88A0NlkomB5OQN69X8IMIP4xv9FIzhHHCc3sTnrk44IX9SXb/0lWFN6+VeNepCm9cLmb3q+NgGsQUTI1f/cIuPTfiex5u8Ob10pG6b8NQKRVylIs2w7EscDBNnY3lGrZtMhq7bO330FQVXVNZv2Ii73oBuwcDVpbuHBk+xxw3w0yBcubE1XbsWXbsyfXmUYLycIBlyBzZKIq5uNtlbalKEESUS3Pr6b3C3TwbBmHE1PFx3CBrArYsg3zOJG8bmMatFXD0BhP2WkOqpTwri5UjitytvR71SuG6tsmZanfq+izUy7S6IxCC5cUK/aFDqWjTH05JkgTPj3i54/DS4ZTvf2PziMU0nzNp1gps7vX46s6YX//KPiNPrit/7sEaP/bmReybNCqrypHbPp9+uc9Hn2vx0GKeH35sIbOK65qCbuiUCzkaNVkq2+pOCMNI7lMTITNaFyokQgoEAGqVPOWbNH5HcSyLPIKI5Wb5NR0V81rDcOzS7o6PZBXeKuI4oTeYMhy7lIs56rVidn99LUMIQXcgI3o2VmvEUUK7J+O5Fpul297XXJl3XshbFGyLzd0upiGt15eLURw3oDuYUCraiCRh6gZUSzblop3uRxMsQ+MwjQZTgAdOLVB8jXWqvK7JSZCHjXObbQBOrjfY3u0CCiuLFQppSUAQyOysE2t1dvb71Cp5BiP3SMPfHHPMce8ghOCgPaTTn1LIm6wuXq2CuPyxs6ypOFUiGrpGvZJnNJHFOHbOyD4/g5qGfTdqRT72/CG//swWT5+q8j0P1VhI2w+FEHx9d8xvfPWAviM3s29ZK/GhJ5ao2QYf+0abz7zc52+9d52HFwoYuoIQkszQdS2zgCoKmfLiWrdcue4o6JqCYeiSbDR18jkL09SyQUmSSJLE9S41scVxQhBKJagfRARBdFm+nYqdM7O2yuNYNGalQNdTpc5x53G31sMgjOj0JrheSCFv4rgBpqGz2CgRppaQcknav+/E4bvdG+O4ARsrxwvnv9eYTD12DgaoKmysHM3v6fYn7B0OKRUtNlbrmXtiMHbY2esTJ4KlRglVU1MruMA0dBq1IgXbYPdgwCAthBGJLLj5N1/ex4sS/txDNb73DYsUTFkQEx9DJimE4GLP45mL0rbtBJdkM6frNu88XeGpjQoF6/jkchQLvrY74tMv9xk4Ef/gRx4iQYHkaFu4rivUKwU0TWU09gijGNsyWEnVaI4bsHvQxw8icjl5uF9erBw5NPcGUwYjh43V11+r+xz3P/pDJ2ssvRKXCMpG1uAshGCvNcTQVRYb5YygXF+u3Vbu8xy3hju1Fs7KAaeOz8TxiaIEw9Ao5q3bbgKeERbDkUu1kmcwdI6ocWFWkNNlfbl63RzvGYnpuAGnN5pMHJ9WZ5QNrhfqJVmSqMDF9pR/8rkdanmdv/6ONWzz0j1VUxU2Vmts7vaY+DG/9bVD/sOFAQBVW+dDTyzztvWbRxNoqpKtTW4Q86mX+3x9d8x/+31n8MM4s4orChi6Rj5nsLRQQVNVOv0J46mX7kdjNE2VTsVKnonjMxp7mKZGo1rEzhnXfS1hGLOfxoWspLb5Oe4OZo60nGWw1Cy9IkHW5UVHjWqByut0kOO4AXuHA1aXqlmu+Cyq5kZK0yiK8dMzWRDGhGFEEMYIIYjTwYOpa4Sx3GPpusZw5GKaOpVSjpm+OYoSJo6fue4ADF3P3HVhFKNrKmF4yYVjmhqn1hrkcuZtZWbGieDzZ9v8h7Md/pv/6NF78u/7uicnAXw/ZHO3h6aprC1X2d7rgaKwvlzLDuCeH7Jz0Ge5WaE7mEgFRH/KyfXGfdVgNMccr3d0BxP2D4dYlsHJtfp17cUiDRfv9qcYhkYYxZiGRrmQoz9yUYCcqXHQHV9VIqEAAz/m63sTfvyJVb6+PcBWBY3CpQWmPQn4t1854Pn9CQCNgsFfemKZN6+VSBLBr/zZJkII/sa71qnnDUlAqjIrRFUV4lguIpqqsLxYQTc0eS+54rXM7N1xklrAQ7mQhaFccGatvIoqbd4508DQZZmNnTNZTvMor7VgRFGM64e4Xpi1BCuKbNYt2Ba2bb4uppuvddzt9TCOE7qDKaOxS9428YMQTdNYqBdxvID+wGGxWbojuZGjiUu7O+HE2v1DSgkhaPfGdNNhx/pyLduIO67P5m4PgFPrjWyT6XoBF3e7BEFMMW+mrdw+ClIJUq8VURWFzd0uo4kkJXcHPp8+1+MHH1sgiBIOxgFvXS8Dgig+3lar74TStn1xwMEoyD5etXXecarCu05VWS7f2rQ+jBMMTeUff2qTaRDz3Q83eHKjhHHFYUTXVCqlHGGUZOpt09RZXqhgmTqTqU+rOyII5UZYIFhZrB5pg0+ShN0D2Wq+vHB/q2jneH1jc7dLo1Y88v6cwfHkYfPUWiNTjwsh2G8NMwV4GMXsHQw4sVafv4/vEe7EWjieerQ6YyxLp5i3KOStO7YW+X7I7uGAUvHSUM9xA/ZaA06uNY48z0ylf2WD/OUQQnBxp4vvy84DRVHYaw1kqVgUs9QsZzmWvZHHv/7yPntDn//2+04fOZsqCiw3y0wcn/HU51uHE/7Vl/bpTEMA3rhc4C+/bYXF0s0ViZcrKYUQ2JbOr/zpRQxN4fve0OBETe4TFEBVlXSNKFPM5zK7uyReQhRFNt4vNUqYpk5v4OD6AZWSTa2Sz4YDV2LWMjwr+bgfh52vVSRC0O6MmXoBq6nI4VYRhjGH6V5gsV6iWHj9OyOiOGZ7r0+lZGcRRkEQcdgZEScJ5ZJNFCXZWQukQMQydUxDl0WChoauaQzGLsORw2KzzEFrmOXOvrzZplkvsbwg731JIvO6hxMXVVEo5i0atSKWqTOeehx2RlimgeP4eEGIEGAZOpqmUK3kCcM4I0NBuvlylpEJVmTR1bWvrTiR59e//5HnOHsw4i88fYIff2rjlhw6rxTfEeQkyHyQ3mCKqqos1ItZecCJy8iPWWmAaWpUy3mSRKSZIvONyRxz3G1MXZ/NnS6KonByrXFdW4cQQmZBDabYtkEQxOi6Simfo522xsZxktl2ZlAUmefoofF7L7T59EstfuBNy/z5B44qK8I44Y++1eX3X+wQxgJNhe97Q5MfeLSJqau0JwELRZOzrSkPLcoFyjR1iraJqsminjgRBOnUnpSQVJSUYExt3YahyzwjUydn6tg547qTSyHSr+cGjKcenh8h7d/SCmCZcpHR0qwk+Uu/pk0pSRJcL2TqBjhuQBwnGLpKIW9RzFuYt6EomOOV4V6th0KIbC00TZ0oSlAVhWa9wHDs4QdRpsi9HbheyO5Bn7Xl6qsevJ0IweauLLxbWSxTq6SZ01HM9n4fx/VZaJRZqMuD5qzkZzL10XUF09DxwxhT17JImEuFOJI8PNd2+Ng3Wmz3Pd59psp/9PgiBVMDBMkx+m28MOarO2O+sDnkpcNpNr8wNIW3rpV41+kqb1gs3NIBLUkbvD9zvo8XJvzX33MKL0qwrnFIVhSFnKlhmvK+4XohZmpxNQ2N8dSj05ugqgp+EKFrGjlLZ3mxciSfezbkXWyUKd+nLZBzfOcgjhMubHeuSw65XsDuNQjKg/ZIkj0LV6su57i7uB8Kca4FIQTt7piJG7C2VL2q2MPzQ3b2+0fOlCD3ta3O+IZFiEIIzm93CMOYh08voqoqjhews9fDCyJypp66WXSGY4/WJGCjnud8e3okX1hVIGeZlIsWB50xQZTwiW91+MSLXaJEoKsK3/9okw8+2jh2Yc4MThDzmZf7/OFLXR5fKfHhp1ey70dNZ+5aer5uNko4bkCnN8mUY4kQaKpKpWzTrBfxvJB+Gn9SrxQoFqyrfj4zAUKnN6FZL75uVXn3ElPXZ781fMVN6UEY0erIOJvFRilzoH6nYBYBEkcJtm3INvs4kWexMMa2TZabFUzz2oKROE7YOehjmXJwctAesbFaJ4xiLmy1WVuuUU9LpnqDKYedEaqq0KwVqVcLqKqKH4RZTGEcx8SJPAcqyG6FRMiW72tdTzPy1PXDIySqmZ5B8zmTza7LR760zUv7I/7lf/YuRm5I2b6+2vlu4I6Tkz/3cz/H7/zO77C5ucnzzz9/XzWy7R4OSOIEVZWFGoORQxQlnFq/tDGZTD0Ou2NEInjg5ALDsctw7HJidU5QzjHH3UAUxZm1ZWWpSuM6pRozK81g6FAsWPhBRJwk6KrKaOLJyZAyUyLKv6NpUsGoaQqKpvOGUwv8k0++TJwkPL1a4EpH5IsHE37t2QNaE0k6PLKY56eeXGG5bBHGCR/52iHP7034H374IarFHBPHp1ErsrZUPfJ14jjhwk6HE6tyozoau7S6Y2rVAqah4XkhE8fPFhRVVUjEZXYZ26SYt8hZ118Q4iTBcQIGY4fhSOZpNmoFTEMnTNsmZwHvppEuPLZ5za8ZhjFT12cy9fGDiEpJbiDnuDe41+vhrDxnFvA9yzmtlfMMxrLsZWmhcluq2jCK2drtsdB49Zq8oyjm5a02CDi10cQydRkm3pvQSQPbT601MAwtU1cetkeAvCaFgFLBYnmxgmUaeEHIha0OfhDhhTFf3BzynjM1LnRdWpOAd52po4jjtW3HieDFwwlfuDjka7tjwsuUlQ82bd55qsqTG+Uj9r3jYLal+5/++CJhnPD+B2q842Ql+zqXlyAoirw3LDfLoCj0BlPsnMwm1TU1U6bnbYMwTAgjaRlavSwWZ4b+cEp/6LC+UpuXac1x32Ay9ekNp5xYrV/z87Nc1JPrR1Vvsyb6OUF5b3E/kpN+ELF7cEkxdaPM8+29HhurRwvW+kNZyLq2XL3ucwgheHmzTSISHjq1lGUd77eGdPsTcjkD1w3J500mU59pEPM/fOJlnlwv8+NvWTqiZlIUWF2qsn84IBFwOPb5tWcP+NbhFICFoslPPbnMG5dvfY/nhTE7Q583rVf55NkuzZzKgwtyz27oauoQkFnXJ1brCCHLaaeOTxgniERk606zXiRvm/SHDpOpT7FgUa8Wrlo/Lo8zWl2qHPnZznE8JEnCfntEFMWsLVVvOWs8ihNandF3ZCZoIgSuKzP/p+6lEsI4EZxYq2Ol79ebkekza/jyYoUwjBmMHE6s1hlPPbb3epzaaFIqSPXx7sEAVVVYXaxSLsmehThO2G8NGE99VBU0VcPzpTJaUUjzbSWRqaU5lUr6++z/rwUhBEEY43oB//1HX+D5nREfeKTJD7x5mRMLJQqpc+he4o6Tk5/+9Kc5c+YM733ve/n4xz9+X5GTsxY/09Ax00PKjEU+tdHIFACjsctBe0SlbLPULNMbTplM/Wsy0XPMMccrgxCCVmdMpz8hb5ucWK1fU90wU3t1+1NKRYupE6R2EYiiRNqUbQNNURmMZQD3LDtHU1VGQcyfnB3wzPkuv/lfvoe9gz5TJzjyHAM35CNfPeTL25KYKOd0PvTEEk9tSFvi4djnn3xuh2re4G++Z4Plap7R1KNRLWZy/Mtf78Wd7lVTxZk83w8i1par2UEoimIcL2DqBLiefF26rmWqSE1VKRYsykX7qmn95ej0xrR7E0xDZlRWSjblko2mKtnC47hBtphZpi7Dl69heRJCzO919xCv5oHM9QLaqcJBVRTiJKFYyDGeeFQreRo3OIzdDEkisinxYuPmmVd3Eq4XcH67QyFnciKNZ5k4PvuHA+JEUK/mWajL1zRxfLZ2u0RxAkKgqiqNepHFRkneQ8YOm3s94ljQm4b86dkunzs/4IFmnr/+rnXKOY34GLZtIQTbfY9nNod8eWuYFRcALBZN3nGqwtMnK1nm7XERJ4IXDib8h/MD8pbGh59eozPxqeWNtEF8VrYlYaX3iOXFigyyH04pFaRNEZARABM3u+e0OiMURaGQN1lqVo4oOJNEsHvYR1NVVhYr8/vGHPcd9g4H5G2Tavna7cUz1ducoHz1cb+Rk73hlP5ADl1utP+aYWblvtI1sHc4wLJ0GtXrE4JCCM5dbKGqCmdOLGT30v5wyn5rmEVr6LpKFCUM3JD/85k9QPCfvmudiq0fuc+XChaJEEydACEEz26P+M2vHjL05ND6yY0yH3piiar9ysi+z7zc43df6LBSyfH9jzZ4ZLGAghywJ0IQpa6clcUK5ZJNfyhdG3HqSIoTuc+slGyatSJ+ENEbTEmEoF4tUL6i/HKWkWjnDBYb5bnV+5iYTH0O2sNXVHiTJLIZejxxWWyUr1vw9HpDEEaMJh7jVPgyE4zkbSt7383iI06u1Y+QvTMy3fND1pZq6Lqa5bGvLdfo9idEccLaUpVuf8J+a8QDpxbw/Yj91gBFUVhfqVHMW5KjCkI6PZnpipCD8zgRKEjiVNdknJiuaxRsK93vibRkVZCkbsLLMePB2pOAT7zQoj8N+O8/9BbOtyas1/MYmnTJTN0Ax/GzHNmVxcqx7oO3i7tm6z516tSxyMlPfepTFItFVlZWWFlZuRsv5QjCMObiTgfLkpXr46mPZeg4XnAkX7I3kIvBQ6cWMU2dbl+WCqwtV+eb7znmuE04bsDWXg8hBOvLtWsueEIIRhOPVneEaehSCRjG5EwdLwhTC0mJOElod0fECdkhXAHsnMlnzg/411/Y5gffssL7TpWxruA+40TwZ+d6fOz5Nl6UoCjwXQ/W+ZHHF7BNLbvBH04CXtif8AOPL5LPGUwcn3q1wOri1feDWcB0/ToK0FnW1fVsFXGSMHUCJlMP1w9RFQXT0GSRRiyLaiplm3zOvOrvBmHEzn6fYiGHpimMxh4A1bJNpZTPFtXrhcUX8iZFe27tvte4Hw5ks/Icxw3QNJUoisnlDHw/YqFRuuqgcFwIITe3UyeQLdf3ION0MHLY2e+z2CyzmLbv7rWGaVi4YGOlTs4ypLpzr8d06pMIgarIsrxmvZg2dI857IwQAvaGHmuVHJ8612d74PG9D9dZOmb2Y28qcySf2TyaI1m0NJ7aKPOOU1VO1Y/3871c+SgQhJHg53//HHlD491najx9okwpd3TzqCgKClApy4OJmubXOm5AtZynXikQRjGd3hg/iKhXCxTyJvutIUEgCdRZEPzlyGzcdWl3n2OO+xGJEFzYarOxev0M6+sRlLP22fl6eG9wP6yFIJViu+lgbal5a9m5URSzudtjqVmiWJB7W5HGizTrpWtmoM4ghODbFw4xDZ3TG83s4/2hdA1FaSyPrqoEkbR0/sG3unzg4QY5TWbczXLKZ+r/csFiOJF7QTeM+djzbT55rifz6XSVH3hjk+95uH5Dq/eVA64ZwjjhmQtDtgYeP/e9D3CxNaZoSLLE0GW+nusHgEK5mGNlsYzrRbS6IxkpZGiyyDIRWJbOYr2EZer0hw6jiUexIDP2jMtiF2bqtKXmdw5Z9koglXZDhBCsLlVvae8lhKA/cuj1pzRqBarl/Ov6HiiEwHEDhmMX1wsxDI1yMUepkLvhz22mvJ/FOSRJQhTL/gA5+B8Tx4JC3sTOGQxGLqahU8ibDEfyuQq2geNHkJKgKApxFIOikCQJfhCja9LxG4RyP6Yg71GlQo4ojikV7eu6Dq/1vQZBxH/z61/jhd0h73+4yXc/VGe9ZpOzjCzi6/LvWzoc+yw2b3z/ulN41cnJGX7+53+eX/iFX7gbL+UqTKYenf4EIaBRK9LpjSkWLFwvPGLf3msNGI5c3vDAMoqi0OlN8IOQ1aU5QTnHHK8EcZxkYd/FvMXacvWaOYuTqcfu4UASjQrEsWy/9v0AyzRYW67g+hGH7SFhJCdCMwt3rKj8yUtd/tb3PsS5vSHTiUs5d/WB5HzH4deePWB7IDdtp+s2P/XUchb27YUx/+bZA5ZLJj/0pkVypo6qqrh+QLNWZGWxetXX7A2meL68R9wIiRActkcEYcT68o0JmyiKGU08RhOPOEmwDI0kEQRRTMG2qFXyRzICZ9lIjhewvlwDRWEwktZvy9SpVwvXtGRk1m7HxzJ1FuqlG34Pc9w53C8HMrhUnjMcu2iqQhTHGLpOkgiWF8qvOGNoNr1fX7m77bczG9yp9SaFvMlg5NLty7zEnGWwvFBBUaDTm7DfGpIIOYFeXanSrBaJ4pid/T7DsUecCL62O+ZPXurSmYb8/e8/Q9E63tTYDWK+sjPiC5tDvt1yso/rqsJb1kq841SFx5aLtxwu7kcJX9sZ89nzfR5ZLPAjb1pkf+SxWDw6rNBUBVVTQQjKJTnM6PSn6Loqc0ZrRQp5k6kb0O1P03bYInbOpD9yaHfHKIpCtZzP8jhnmEVsjMbu3MY9x2sCnh+ydzjg9Ebzuvv36xGUc9w73A9r4dSRuXwr14ivOC7iJGFrt0etks8Uu7O4n42V+g3VR0IIXjp/gG2ZnFxvZB9v98aEYYRh6KmC0MR1AwRgaCr/+isHLBd03vfAJZefnQ4YVVVBJAkzgf9W3+XXnj3gQle6jZoFg5986xJvWbuxw+HyspzLoaT/+Yd/uokXJfzQ4ws8tlyQ65CqYls6ni+jmAxdk3nGpk6rLUtVbMtAAGEUoSqy6btatnG9kO5gAig0agWKeZlNGScJB60RURyzulSdX69XYDz1OGyPXhGBO+vfKBUsmq9CGVHWGxBGhGFMHM8IP1kQKpgpAwWgZCWkqiKHroauYRgahq5lTrLrPY/rBfRHLq4XkM+ZVMs29jWEHyCv6SCQbdtBGGV/juMY14/IWXpGyGuazIZ03ICcZchSGgT1SgE7Z7DfGuJ6YXbdGJpKLmdimrKB2/V8JpMAFNI27wRNUYiSS+4ey9SJE0GllKNazmOlZ9TrYa/v8NFnd9A1lb/53Q/ylYs9Hl0tY5uXbOmeLyPHxhO5/9U1hTBM5IBBwNpShWbj7t+XX3Vy8l4rJ2c47Ej75mTqsdQsc9AeUS7lCMP4CPl49sIhpqlzck0uEK3umCiK5/alOea4RYynHnsp4bi2XKVUuHrBnDgeO/sD4jihVMzheSFxIhWDuZzB+nIVxw1p98YEQUScCJnXmAgSFP7gxQ5/9K0OT22U+Ym3LpE31KumvRM/4refa/HZ8wMA8qbKj795ifecqWbK6c2ey//x+V1O1nL89NOr1Es5hEgIwoSFepGla9i8JlOfdu/GwefX+jsH7eE1VUnXgrTo+AzHLp4fppM6uZDP2g9nROfl+SazSZfrBSmBGlEty8ffaDGb497gfjiQXYnL4xQURU5pNVXNrB2vhGAMwojtvX6Wx3OnX+/mbhfHDXjo1CICqWLWNQ3XC1heqFAq5vCDkJcvtgnSIPDlZpnlxQqTqc/uYR/XCzMV5UefO+S5vQl//pEGT54o37REIE4EL+xP+MLmkOf2juZIPryY5x0nK7xt/ZXlSCooDPyYX/i9s5yo5Xj36SpvWy9j6vI1qQqgKFmupszLzFGt5Nk96JMkgmLeyvIke4Mpo6lHMX8p58sPJDmTCIGha6wuVa8iHqMoZuegTz5nsnCPrfpzzHE7aPfGADccvM0JylcXr+ZaOMsjnro+6yv128pcnn297f2+zPFN33Mz2/epjcZ1m6pBZgS+dP4wy26cYb81RFUVKmWbb58/RNNURCIt1DsDj//zmV02qjl+6sllbEN+fVUFXZNWa4RIcyHlfvKLm0P+/ddbmdX7DUsFPvTWJdaqNya0ZtFJV3/T8OXtEb/7QpvFksn/9QOnCYIIuc2U65OigOdFKAoU8hbVcp7+ULZ453MmmqbieSEokLfNrK27N5gycXzKRZn9qWsqbupEqlUK1Cqvb3XfcZAkgv3WgCQRrC5XjxTW3QxRFLPfHiIErCxUMIy7f/8LIxk55Xqh3HslM7GJJN8MXUPXJdmnayqaqqKke500Lp1ECHkGTBLiWMZhhVFMGEZZU7WS7o1mxaNTx8fJCMk8du5SFn+cJHieLIzx/DArV1VVJbNDm4Ym/5ySn2EUs7nbTW3PBrsHfZnnvVDG9UK293skKdk3dWW0lqGrlIt2pmqNk4ROb0ynN0VVFaplm6kTZL+HUZwRsZapM574VMqXorv8IMoyxw1DwzINcqaOoqn8vY88z/M7A77v8RV+4u0bPLxSvurfwXEvRX/JPWTC1En/nD7uxEqNeu3u9xG86uTkq3UYmx1kapUC7e6YpWaZVndMIS8Z86WmfE1xnPCtlw9YaBRZTNniw86IJBGsLM5zaOaY42ZIkoS9wyFTN8AyNNZXa0c2ZUIIhhOX/cMhSZKw0CilduMATVPImQarixW8QNpO4yTG86OMdIwTQblo8QffaPGtgwk/8vgCy2WLK29siRA8c2HIv3vukIkviYl3n67y429evMoG+b99dps3rxZ5z+lq2mocIwArXZiASxM6XQMF+kOH0xsNDP3WVESz1uBi3qJ5hULpRhApUTkYuZnNPYpjcqZBoyaDxuM4YWe/j22bR9RPSSKJp/7QIW/Lx8/VT68eXu318EYQQjBxfNpdee3FkUBRpSJjZaF6yxvYu5FRmCQJ5y62QFF48OQCvaFUChcKJo4TsLFSR9dVNvd6DIZSxViwTU5tNBmOXFrdkdyc+TGfernPZ1/u8//+vjPoqoKhXT9IHNKM2Z7HFy4O+PL2KLu3AKyULZkjeaJCvXDrZG5rHPDFrSFfuDjkRx5f4KkTZTrTMMukVBS5YTY0qRRIEklK2rZBtZTnoD3EDyIatQIL9RKeH9IdTEmSo5leMg93yHjigwLLC+VrlhiNJx6HndGxhylzzHE/YZY7v7ZcvWGphuuF7B70j5RlznFv8GqthdfbK90uZu3vQohsvXO8gIPWkFPrzRuq0jKC0jY5kQpkZiU5hq5Rr+b51vlDAFTAD2O8MOY3vtaiZGr8xFsWj3y9gm0SRjG6ruG4l+JFvFC2ev/Rt2Srt6LA+x+o8cOPL9zQKaAAqqaSxMlV+20U6DshjbzBP//CHqcbNu+8rJhNVVUsS8+Un7quUS3ZeEGI4wTkbRPL1Jm6QUZINWpFSgWL0cSjN3TQNZVGrYBtGbTTSJq1pWq2R/9Ow8xifKvZkkIIuv0pw7HD8sIrVwsf53lmyrypE2S2fjtnYOdMbMu4a7E/fhDR6Y0ZTTy5b1JUTFOjVMihazIiwXGDdAgvXTazX9YxY67iOOHcZguQAhxVUWl1R0ym0o0WRjFBGKMoUC3nM8VvGMW0u2OGaWdCuZTDdUNqlTy6rmViulolz3TqY9sm44l3XRdSkiQ8t9Xn41/Z5WTD5n0P1Pjs2S5vXi1RypsYuopIX28QSjWqpqlYhib7WJKE7sAhSRJUTebb6pqKgmBtuUa1cjz7+O3gO5acBKkEubjdYWWxwn57SLNWYJC23tqWPLCDtGp2+pOsyh1kUPblJOYcc8xxNRzXZ+dggBCChXrpyGQzThJ6gynd/oQkESw2yrhewGDkYBg6ehqkLRI5EDB0lcHIySwliRA8uzXit59v8Z+/d4NTTRvbMhhPg6tex+7A4988u8/LHXnzX61Y/MdPrvDgwqWA/Ikf8TvPt/mJtyximyqmYVAs5BiNHVAUlpvl7J4ghCBOBFEU43ohB+0hxYIML84mV7omF7ecgW0ZNzzkzKzYnh+yvlK7ZTXjjEAaDB28IEQmzEGzXqRczNHtT5m6V2f+iTQsXbY2S0XJnHS497gf1sPjwPVC2t0Rri8VzQjZELi8ULlllVF/6NAbTtm4TVtwFCW8dOGAYt5iZbHCzsGAgm3i+zI3aHmhwmDksLnbA+S0emmhjOdHDEcuURwjBHzufJ/f+tohDy8W+OCjDU43rl2eMUN7EvDFzSFf3BxyOL50zynnNJ46UeGdJyts1G49q27iRxRNjZc6Lv/7Z7Z4Yr3MO05WeGjhUmasooCe2oBEqvJM0syunKnTG7qEYZQdUgYjh4njU7AtGrVLbaiz/K7Z5rdczLHULF91/5mpMYSA1aXKXG09x2sWfhCxc9DnzA3s3ZAe9A8HnFqbE5T3Eq/GWjgjdS53mdxpdPoTHMdnfbWOqiiMxi79tK33Ru/DGUE5K42ctXjvHg7ImQb1ap5vX2jJDLokJgzlHlTXNYZuyFe2hkds3qahoihqmkcp8Pzo0mucBPzW1w/56o5UGOdNlR984wIfeLieuYquBUW5pKS8klHQVIVv7k/4/Rc77A48Pvhok+99pJG1DSdJgmXpWZYekJFBjhtQzFvkLElSmrokeKplm1q1QBTFdPpTPC+kWsljWwYH7SGloix3+05RUc7OD1M3YH2ldkt7MceVEQbVcv6GTfSvFEEYMZ54jKfSJmynmYaFvHXbyuSbIRFCXmdDB0WBWkVGWjluIJWTbkCcJFl8WKmQo14tvCJXUJII9loDqbb0QgxdBUVBUy9da44boKgKywtlBkOXRq3IeOLi+iEiERQKFr4fUSnbVMt5DlpD/CAEFJqNAq3OBFPXcLyQYtFCpK65y8tuWhOff/jHF5j4Ee9/qMH3PNpkuWITRzFhlGTK1FmIrKLIbFjT1FAUhfHYI4xlEWuSJCQCVEVB1RR0TWVjuU6h8BrMnPzZn/1ZPvrRj3JwcECz2aRYLHLu3LmrHne/HMZcL2C/PWKxXqTVldmTMza5Ws5TKdkIITi/3UFN39zVcj6bXum6xmJjns02xxyXQwjZTD2eeCiKwsbqpYydKI5pd2XzmEgExaJFEstDsqFrkiRrlDENld3DISKR5S1JeqtSgO2Bx7/84h5RIvgr79jgux9bYmd/kD1mBi+M+fgLbf702z0SAZau8EOPLfKBh+tHst7Otqb8n8/s8qbVEn/5bcsUbINqOU+nN0bTNJYWytSvMS2KEzngWFuuXZX7GEZxtlC5fpgtIDnLIG+b5G0z/X4vvY7RxKXdHd8wuP9mSJKEYbogh5EkXurVPLZlctgZXdUiOYMfRLS7Y8IovqppfI67i/tlPTwuwjCmnU6hZ5udV0JSzmzEzfqtt0iCtGCevdhioV7EMg16gwnNeol2b8xio0TOMjh74ZAwSjKLkKoquF5IFMccjgI+d77Pj7xpkb2hj64prNyg5Gbohnx5e8SXNodc7HnZxw1N4a1rJd55qsoblgq3nCPphQnf2B/zpa0RLx5M+LsfPEM9byAEmLrK7Kupmopl6GmJQELONPCDED29b3qpJb1YyGEZOqOph6lr1Cp5CmlW1wyzA3mSCCxTZ2Wpcs17zjQ9vCy8wn+jOea439DtT4iTJHNDXQ+uJ7PXbpRTOcedxb1eCwcj2SC9sVq/6zb+4dilO5hycrWOpql0+hPCML6pCy9JZAZlLmdwaq2REZSzeI16tcC5zRZJIjBNneFIDuGnCfzyH77MYtHkp9++SsG69P3l7dn6ojGeekdyJL99OOXffvWAnaEPQKNg8COPL/Ku05Vr5k3OoDAr5EmuepyqKGz2XPZGPu8+XeWLm0NO122aJQND1zPF2uwqS1LCSNVUgiCiYFvkbYPJ1CeXMwiCCDtn0qwX0TWV/tBhMHKwc6a07bo+a0vVu5pvfT8gSIctlZJ9S+RiHCfst4fS/r1YuWMDGJnjGDIcuzhugJ5al0vF3F0nI2fwgygrMS4VLXRNw/ECfD9C01RZ/Jm3yFmXrNwzgcdw5OIHEaWCRa1auOk9IYpnVuwJhqFRK+exLJ3N3R66plIp2QRBzGjqUSrmOLlaw/VCDjsjqV5WpJAljgWapqRlOEk2NFcVBYEk/TVV/tkydJR0QOwFMc9uD3nmfJ/veUOTNywV+MbumDcuF7j8raAoSlaMmH4AVbnU6RBd0eY9g7Syayiqgu9HrC1XaVRfw7bum+F+Oox1B9P0RmcwHLuoiiKblMYeC/VSWpYTZOoCaYeSpOXe4QBzXh4xxxwZwjDOmrjtnJFluM6k664XoGkacRxniwaAokLBtlBQMnl7wTYZpH9WVYWLXYd6wSROBC/3PP7iu8+wvdvFv2zqCnKh+crOmN/86gEDV06G37Ze4kNPLFPLH92sbPZc/vGntvgrT63w9KkKuq7TrBfYOxxmuWvXOpQLIbi402Whcfz2spmtwXEDHC8gCGNURSGfM8nnzcx2s73XZ3mhQvE2J1RBGNEbTBmMXJJE5ngGQUSjVsxC2q+EtB7IzeAc9wb303p4K4iThF5/Sm8wJYxjlLSRc3nx+CRlpsoDVherxw5fn0w9LqTOh6kbYBo6OUunN3BYXa5w2BoxGLtoqoquK4CSDQ22ex6//2KHFw4mvOd0lR9+fIHcdezpThDz1Z0RX9oa8VJrmilDFAUeXSrw9IkKb10vXffvz6AoCppKlvflhTEXex6PrRT56HMtXjycyEzKjXJmpdM0BZEINE1an2bqSMuUexUZuSSwDIMwikgSGZSuqgq1Sp5y0b7q5xlGMfutAa4noyBWlirXvNaTRHDQHhJGMWvL1Rvmo80xx2sJs7X7ONm5SZprPce9wb1aC2d26zhJWLuHJadTR+aMn1iTmaZ7hwMsU89cOddDkiRHWrxnBOUsEqheLXBhq40XRqwslrm4LZ0CqAq/8ZVDntse8vc+eOZI3rF870vlvaIqTJ3gsucT/IcLAz72QpthuofeqOb48bcs8vhykWtTGbOnlEorkYircilVRVq6f+3Le3z2/IAn1kv8+UcabNRtdE3NnEezTEFFIJ8rLUmxcyalYk6WahasTPkpy9wMHC+k05uk+YNyz3urbeuvBQgh6A9lNNP6yo1jKq7EcOxmcXZ3qu1cut5cpq5PPmdSKdnk7WsXy9wNzFwgvcEUkJmLMutUpViwKBVyx7ZnCyEYTzx6wymg0KgWKBYuDXejOGY4chmMXYJAEp4nVmpYlsFhZ0S7O6ZctHG8gCiKQSEV5yh4vizByXIcZacPlqmhazpBGEkhiyKt5QrSsaQbKgioVvIg5LX7xQs9fvHjL/Lwcol3na7xto0SRUvPlKl527xu5mgUx3R7E9qpcxFAUyGMZn9WssiGWQmRpimcWK1RKb2Gbd03w/12GNve61Ep2Vk7lB9ENKoF2r0Jq0sV7JyZtaP1h1MWm2WKeUvK6w8G2DnjpovLHHO83jGaeBy0h4BgqVmhUrIJo5hWJ23ky5mMxq4M8RYiy3IEga5ps/s0K4tl9tujbLPUmwb89vNtvrE/4Wfff5IffPtJDjqjbEJ8OQ7HPv/2Kwe8cCAXqWbB4C8/uczjK0cHCL1pyMANOd2wmQQxtYJUMi7US+zs9zBNnfWV+jWJRyEE23s9yiX7uiTfcZEkCY4X4jg+UzdACIFlGjheQL2SvyP3ldlie9gZ4aeLabmYO1L+Ncerh/ttPbxVzKbOh50RrifDvgu2ydpy7YatpJdjtmE+Tp7hYOSwvddjqVlmNPFYXigznvpEUYxpaBx0RggBudQupmsqYRizPfBYr+b43Pk+Azfiux6sH1GTzBBECc/vT/jS5pBv7E+ILjtgnWnYvP1khSc3ypRzN/7eVFUOOj0vJIzkce6r27LB+5sHE8408/zc+0/IQ1h6HeqatAOJJMmaGzVVpVTMEUZxlplp5wwKBYvhyMXzQuycQS0dnF5LoRDHCYedEaOJi6IoLDbKVMv2Na//WVvtrWZXzTHHawWzcq4zJ+aqyPsJ92ItjOOE7f0epULuVTm3zUqXpONGZ2uvR62cp3yTe60kKFvomsqZEwuZXXRrr5dZUrf3e4zGHmc2GpzdbDFzcfqaQUlNOHs4Yb2ay9T9akqcaJoGCCbO0VikIEr4k293+cS3unih/GKPLhX40BPLrFWuzna/HLP4kUQI4vhqknISxvzRi11a44C/9Z51Bm5EOadJK6wmHQNxIlAAy9IIw4Q4SUhiQS6nUypIAqhWzuMFEZ4XUq/mqZTz0vLdmzCcuCDg1FoD+3USWSRL6QbkLP2WiNcwitk7GKRxN1fHt9wqZuKHqeNjWQa1cv6uE5KzAbMsvJHutNHEw/cj5KhWvudmJTrHeSVK2vI9K92ZtXwbhg5IEng89bEMnSiWpTQ5y2A89VlIo7PaaZGNQDpRZi6WmeIxESI7985YN01TyZk6iRD4fpTtA2uVPAv1EkEYs3s4wLYM/ChhcxTyZy8e8tmX2vzKX3oTSpIQA+vN4lVK0OthppgdDB00XUVVlKwRXUBG5E4dHyFEVgYUxwmKorCyVJkrJ+8lkkRwfrvNiZU6nf4EXdcYTzyWFsoctIap5F/l/FaHE2t1tvf6rCxWyNsy82lnv08hnV7NMcd3GmYxB44XgIATqW2llSolG7Ui3f6EIIwxDLkgTp0ABYVaNY+pa4wmHovNMlEklZcgNzetccD/+Ifned8Ddf7m9zyErcPOwfCq1+BHCb//zTZ//FKPKBHoqsIHH23wwTc0s0bbGb6yPeJff3mfDz7a4AceW0RVwDR1auVCpoY+uVa/pv35bg8kZraI8dRNm5Jla1u5ZJPP3f7C7wch+60hw7GHpskCkZz1+ti0vVZxJ9bD/tBB11WKV9h37zWCMOKwM2Y4ckiE3KitLdeOpS4+zqa705/Ids5yHoEsb9k9GKBpCuOpTxjGWf6VLHtJeOFgwh98s0N3GvL3vv8BCtdoy44TwbcOp3xpa8jXdsZ40SVtyGrZ4u0nyzx1opKV0VwPmqawUCsxcTwmTsDIi/jGvpxOv/eBGr/7QpuCqfHEeomKLdUOeropDqI4LdrS0VSFcimHaehSce6HWIZGuWQTxQmjsUsiBI1qkcVm6boT8iRJaPfG9IcOoNCsFWhcJ48rThIO26O5WnKO7wj0BlPCMGZp4dU/g8whcbfPhn4Qsb3Xu6v5ksdBGMVs7fYy583FnQ5LzfJN43SSJOHsxRaKonDmxEKmNtzZ75O3TRq1IgftIe3ehAdPNtnZHzBNy29qZZtf/IOz9KcBf/0dayxfFmFimXpKWCr4QXiV4nHiR/z+Nzv82bkeMwfokxtl/sITy9Ttmw8gdU1BQSG8wj6qKEjyJYz5xU+8TCIE3/Nwg7efqqIiUFSZ2ycExHFMLmeSJIkkVBKBYWiUChZhmNCsFeUAb+xQKlzKnez0xhx2x9g5g41lqXB7rWI0cWl1jjfEnUEIkTmoZmKrV4okkQrF/shBUxXq1cJd2XNGcYLnBfhBhBdEBJc3Ueuyed5xAqIkwdBUyiWbWiV/LILuSohUlRulv8JQNn37QYTjBYSpM09GFkiSUddVigWT4SglRhXQ9VRpKMjUiLOXIq/TdGBtWywtlMlZRuZQGU5cojBmdblGo1pg6vi8cLHN3tDnyVM1/tlnt3i5PeHtJ6t84I1LnFmp3NL3OnUD9g8HuF5AIW8hEEymfpYlmwgh7duKmlq95c9CVaBcsikX7VsqB7pdzMnJy+AHETv7PU6tN9g5GFAq5OgNpqwsVdg/HHJyvYHnhYwmLksLFS7udFhPs+Zm06vKHVBSzTHHawmzTZZAhh0vLVToDaaMJy7NegnfD2l1xxiGhq6pTN1AlkmluYYH7RHlYo5KOce5i23ZHiYEX7g4xNJV3nG6RqxqnFmt8vJm66rAbSEEz26P+K2vHdJP7SePrRT5i08ssVS6eqP3W1875EtbQ/6Td63z6HIRQ1cxTYOcpdPuTciZOifXm9dVfO0dDu5Z1qwQglZ3jOMGWKYu5f26SqmQo1TM3VZGUpwkbO32GI7dtA2yfkvWkDmuj3/2z/4Zv/Irv8KLL77IP/pH/4i//bf/9g0ffyfWQ8+XOT8Tx0fXZM5PuZi7a+2HN0OSCPrDKYfdMVEYo2oqq4uVI6VY14IQgv7IoT9wWFs+mhl10B7S7o7J5Uwa1QJ2zmBzt0uciGwDeSV+94U2z1wc8ME3NHnHqQrGFYVQF7ouX9wc8uz2iPFlTdv1vMHbT5Z5+kSFteqNrU+GrqbFO1NGE59EQBgn/ONPbbE98Hh4Ic87TlV5+uSlbDGpiFSyfC5D17JrO2fpjCY+o8ks3kLex2bTbSEEy6kl63o/yyRJ6PQn9PpTUBTq1TzNWum6FtWZcnWxUbqpgmeOOV4PEEKwudtlqVm+rQP7HHcOd/NsOJ5K98iJ28j0vpNIkoTt/T4F26JWyXNxp8PqUg07d7OogYSXN9skQnB6o4lp6NnQ3LJkzFhvMGX3oM/J9SaO63PQlrFkqqLw6QtDfusre/zUkytH1iQlzb+zLAPH8dFSx8HlW+72JOB3nm/xpS359RTgqRNlPvTkKmXz5nsNVZVETRBebQw3dI0vXBzwiRfbGKrCf/09pzFNDYQsvlNU0FSVKI2EMjQVL4xkXp+qkM+bIGCpWSZOBN3+BMvUWWiU0DWV/dYwy6WcRba9VlTTSZKwdzgEBVYXj19K5wcRuwd9SdbeRgu954d0+hNZ2FLKUa0U7liGZBTFOF6A64a4fiAJQFUll5NkWM4yMA2dOEkkkTdyUVWFRq1Io1q4I3mZM0WmH4SMJj5TxyNJyLLKpcNN5lZejzSbKR+FECCgVs2jaxqjsUsQxdQqeVYWLuV7Om7AzkEfIQSNWpFaOc/2fp+PPLvLly8O2B/5PHmiwt/5oTeQty0Kt6hKjeOE3nCaxhwISsUcrhfgeqFUXad2bVVVKBYsKkUbVZUN4yIRNGoFmvXSq3KNvKbJySSRhODacvWOBRmPJi6DkcvacpXNnS61Sp7ewJE209aQU+tNdg9kgL9haGzudLOyD7nR6VGr5OdWqDm+IzB1fXYPBgAZWdfpTWjUClimzsWdLkk63QRJZJYLORabZdpd2Qi4tFCm3RvT7k4AeLnt8BtfPSARgr/2zg2++81rbO31jrT5zbA39PiNrxzwUktaHZsFg7/4xDJvWr16Ee47IbW8wdn2lPWaTdHSsEyDYt7KciBzlsHJ9cZ17yeHnZEkBhZuHGB+p9EfyqnnybU6cSKy9rsoSijmLSpl+xUHf7tewPmtDkmSkMuZrF4ng26O4+PrX/86pmnyi7/4izz99NP3hJy8HGEUMxq7jCYeAigVLCol+1U7kDluwEF7yGQqA/bLJfum63YQRplCeaFRYu9wINWhmkretnD9gCCIQO4DM8SJ4IubQz55tsfP/bkTaIqCqatHSmp2Bx5f2hrypa0R3WmYfbxoaTy5UebtJyqcado3bCjVVIVGLc9kGjCc+pxrOzy3N+G5vTEffEOD9z9Y5/m9MQ8t5MkZmgwfV6V6JA0dAkXB0HUqxRyarjJ1AhzXJ04SNFXFMDRMQ8fOGfiBjJxp1oo3JCXjNKC9N5L3xFo5z0Lj+srKIIyy3LNrNXXPMcfrGWEUs7nblTbZ1whR8XrG3SIne4Mpo4nLxmr9uvfCVwOz7MskSVholNja7Uny9CZxKEmScH67QxQlmctH9iAMMXSVxWaZieNxYTvNVjUNzm22ALn8tN0YP4zZqJoMnIhyTkdVIUmkAszUNfwwJmfq+EGYZSXPsDPw+N0X2lmzt6LA0ycq/KW3r5LXjncdGbqaxZ1c+XFfgC4E//OnNqnYBt//WJMziyWmTkCStgwjQFEEZloMF8cCRQHL0DFNnbWlKlGc0O5N0qLNEpqisLXXR9MVkkRQLeWpVfP31XviSjhuwN7hgMVmiXLxeNyCEIJuX77nbyVe58qvMZp4dPsTDF2jUS+Sv80hjhCCIIyZOD5TxyeM4nRPZ5LPmeRyxpF/izhJGAwd2r1Jen60WFmqvqK9bJwk+H6EH4R46e+zPMXLW6/ttAMgjhJcLyCMpO05ThIQQjZYq1KxnKQOHXm9RJcpJbU0O1JeT7Zl4noBywtl8rYllaxjl8NxwNYo5EvnezzQtPn+R5v83jdaLJVMPvi2DRZu0Z03awVv9yc4jk+SJKiqmp2fFUWSkUkihwSnNxrk7TSi8HDAcORSLuVYWazeswKja+E1TU7CpeyOlcXKHWuXPeyMUFWFeqXAhZ0O9UqB0cSlWZON3uvLNbb2ezxwYiFTjZ1Yq2fTq83dLvVKYa4+mON1jW5/QncwRVFgsVGm25+Qty3q1Tybu91M7Vcp5ekPp6iqysZKjakbMJ54rCzK6eaFrU6azSGIE/j//MkFPvBIkx97aoOp4zFOCY3L4QayhfuTZ2ULt6EpfP+jTf78I42rLNyJEHzqbJ+PfaPF3/3gGZYrOYQQmIZOs16k3ZXNnXZOqgevt0lp98YEQczqUuVVmSSNJx7t3piTa41MDZc1zI1dfD/EzplUyrdu/47jhM3dLgLZ+Fst26wt1+7Sd/Kdgw9/+MM89dRTxyYnP/WpT1EsFllZWWFlZeWOvIY4SRhPPEYTjzCMKeRNykUbO3fr9pfbRZIIeoMJh50xURynhVMVquWr41CSJGEy9en0J4wmshnbMuU1Oxy5uH5wVY7V13bH/NuvHFDOafzAGxd402oxIxw604Avb8mm7d3hpXuKpau8da3E0ycrx2ratkwNP4jYG/q8eDDlzz1Y54WDCb/zfIs3rRZ582qJU3UbPc3ziZMEBdk6ihAIoWAaKrZtoSjy4CE3xgIUgZ0zqVdkAHscJ7S6Y4SQgf832uNEkWxQH4xcFIVMVXA9sjFJBJ3emInjs/od0Go6xxzXQ3/o4PnhTVuT57g9nD17lr/21/4anU6HarXKv/gX/4I3vvGNRx5zp8lJIQSHnRFRfG+Lb24VvcGU4djNYkpOrTduqghLElnsFISyRbdUyGVkp6JIBaEfRJzbbFEt5lleLPHtC62MqMjnTL65P+J//tQmH3pimadPHI1SMQ0ts7HmLIOp411FUm71XT7+jTbP7UlxgarAO05W+Im3rVIyjvezVhWu2QKuqgqeUPjdrx/wmXM9Hlkq8J+/d4N6rcjUkWUjkjBK8y11jSiOM5JSVRXytsWJlRqJgHZ3TBDFNKsFHC/AcQPKxRzDiUfO1GnWS6+IxLtbmL13PT9ifbl6bIVgEEbs7L9ytWQUx/T6U0YTj3IpR71avC2iKoziI4IKy5yVtpjXJBmTRDCauPQHU1xfqvwWGiXqleO3kUdxgpsWj7peQJxIda1lGrJUMM2THIw9XC+gmBbIeH7EZCqH+rqq4vrSWk5qyS4Vc5RLNq3OmCRJqJRsBmOHKEqolG2m6XlVCOmOMQ2NYiFHwTbpTzyeeanFudaE9z9YozuN+F8+s8VjKyXe/kCDt6yVyRsyA7Jathk7ASdW68f62ft+RKs7YjT1iCPZ9K2kmbSaKnNfc6aBokIUJpRLNitLFVRFYTzx2NrrYRoaG6v1q/aCSSJwvYCpG1Ap2ffkGnnNk5MgD9Zbez3KxTsTbiyEYGu3R6NWwDR1tnYvleWUCjkGQ4dCwSJJEhYbZXw/ZHu/ny0mSSIJypnCYY45Xk9IEsHuQT8rVpkFXi83yxx2x/QGUyxTY2OlTm/oMBq7LDZL5CyDVmdMvVqgkDdTAjPECxM+8a0OByOf//v3nEHXNfnYVFl55LmF4IsXh/y75w4ZeXKD9da1Ej/5xBLNwtUTvaEb8s+/sMfYi/jP3n+ClZIFCpiGzlKzxPZeD13XKBVuXA7T6o4Jw+hVL5CZOD6H7REn1xtXLVizrMrh2MFxQyxLv6WA6pktSNUUyoUcxcL83nW7uFVycoaf//mf5xd+4Rdu6bkOOyOCMELXZJi8qlxS6SlIu4miQBDGaZZPjJZmVJaKMttQU5V79v72g5DdwwHjiQ8ISvkc1XIeLwhlo6GikM8ZDCeeLHyxDRQUXC9AcCnTxwlivrg55H0P1NjsuQRxwiOLchM7cEOe3R7x7NaI891L5Vm6qvDYSpGnT1Z400rxqoHGtRDGMtvoEy92+NOzPZJE8MblIj/51iUZ4q9p6URaXJqYq2pmw9Z1GfQfJ7L9MK3aRlGgkLdo1ksUbDPNdJItnKahs9Ao3jBuwfECeYBJrToL9dINrfOzVsuZwr1avrHNfo45vhNwcafLYrN028qgOa6PD3zgA/zMz/wMH/7wh/nIRz7CL//yL/P5z3/+yGPu5Nlw1mads4x7EsNzu5ikTd6LjRLt7oRT642bxrLMIsU8P8wIHCAroVxblurBlzdbaGmRzmF7lO2v7ZzB2daUf/rZLZpFk7/29CrlnD5bnqQSTMg1albAM3X8q8jErZ7LR7/R5oV9SVIqwBPrJX70rcssFW5v8KUqComqsNn1OFk1+YNvdrB0lQ++aRnblKqwOE6IogQQWTbgrEwHBfK2yVqquOv0J0wcn2LeYjz1aNZKWKZGO7W/NmvFV93yLWPm+tQq+ZtG4cxwebbklZE4x4Hnh7S7Y6I4oV4tUL6BQ+NGSBL5HhlPvUtRVMUcpcL1o6jk+SWgN3CyPZ6uqcfKYQUIUzXmxPEIApndnbcNqYLMmdl1FIQR/aHDZOphWQa2ZeB6IZ4fyPeNgCCQjdmzfVoxL9WalqmzfzigO5hmezXTlA3blqHTGzqoikK9VqBcLnC+PWXiBbxptcT/8kff5veeb7FStjjTtPmZ95zizEoFFHC9iFZ3LJu9kYPocskmSWSXw0z8duT7jWImU4/+0MFJM2UVhSwrVlUVdFUhTuQ1btsmo5ELisL6cpVC3iKKEy7udPC8kPXVOtWSnSlbHTdg6vr4QYSqKNg5g7xtUcyb98Rd87ogJ+GSND6KY9aWa7dtz4iThAvbHU6s1oljmfWQtw00bZab5xMEEesr9TQLLmD3cMDp9WZ6Y0zkZqdRmh/y53jdYGaBSpIEyzAI45jlZpnx1KPdnaCocHq9iaqqXNjuYJkaK0sV2t0phqGxUC/S7o3p9qckqf3yt752yOmmzV95ep0zS0Xavek1n3ur7/Lrzx5kJMNSyeQvPrHMYytXDySEEISxIIgTPnWuzw+/eQkFOQnWdY1GpcDWfg/L1GlUZa7G9dBKp+4ri6+OYvJKOG7AXmvAybXr288BXC9kMHKYuj4F26Razt80V0sIIe32qRp2jmvjfe97Hy+++OI1P/fVr36VjY0N4N4qJzs9mU0apfYUIURmd1bTUHlVVVBUBRUly8YJwgg/jElSK/Fs4HA5sjZDVUFNH6OplxoOtSs+dtzrxA8iRmOX3nCK74fSLpO2Fa4sVriw3cH1Qk6u1ekMJimRmX6/k4A/+XaPz18c8Mhigb/61AqlnM7Qjfjqzogvb494ue1kPwMFeHgxz9MnK7x1vXzNUpzLESeCL2+NONee8u22Q8nS+K+/5zTnOw6mrnKqmUdTZAtjFEvlt0I6rU43tUraFalqCkY6dAFJENuWQa2az1TOnh/S7U/w/IhK2aZWzl/3YDojMNvdMVEiyJk6i83yTTOJHC/goDUkb5ssNkpzC/ccc6SY7W0eOLFwX6zzrze0Wi0efvhhOp0Oui5dZisrKzzzzDOcOnUqe9ydchHEccLmXo96Jf+a6gGYFfZUSjbjqcep9cZN79NysNzH9UKKBYvlBblXlVZ2jxOrdVDg4nYHzw85c2KBOEk4d6GVrY+1WpHf/MIW3/VglSAS5Aw54Lxc1WjnDPS0ydhxg2zNvhwXug6/980Oz6dKSpDt3j/ylkVOVV8Z2TWDpiqomspLLYff/8YhZ1sObz9R5sPv2qBatpm6Aaqi4KV2XfnaRdZYrqTN5Av1EpVSjsHYYzCU8Se6prK+UkMgXWETx6dasqlVC/fU8j0jGIdjl/Xl2k3t/TPMYnAKtslC49ZyAqeOT7s3RlNVFhqlV+SiiOOE0cRjOHZJkoRC3qJczN20tCUMY/rDKaOph6FLK7SuqSw0yjfMXo3jhPHUYzzxCCLpwinmLQp5Ky12ufScUZwwHDkMx26mAg4CaetWFJUwioiiBFVVsNPCpakbUC3LfaiuqfQGUw7aMtbLsnQatSKjscvh0GO7O+VwFPCOh5qcXq7wN/6PL9KZBGzUbd6yXuYn3rLMwdClYKqcXK4xcXwc16dSylMp23TT2AEUhZXFKp4XMJ76eKlq1PNDlhcqJIn8noMgVQwrSLu462dFU5qmYOo6hqFJkrlSoDeYIIQk6Gfn2FZ3TKszolrOUy3bOJ6MNpsV4xRsqSS9vABnRhfOC3FeAWaKgBOr9Szn7pViNrk4vdFk6vp0ehNUVaFSsgmCiCCUdfan1hsoisLU8TnsjLLFJE4SNne6x2b+55jjfobrBWzv9WWGhaZSLcvJTrsnNyEy7LfMXmvIYOiyulQlCKP0xlpm6gbZNHeW//jHL3V5aLnEm9bKTB3/qoZAgLEX8bFvtPnMy30EYOkKP/jGBb7n4Qb6NbJtxl7Ev3l2n5Kl8zfec4IkSYjimIJtZQtlpz8hZxosL5RvGL9w2BkR30fE5AyzOIuTa42b3udmGST9kYPvhxQLUqF2I2m+mGX6zHFbuFVy8rYymIW45lBulosTRjFRFBNGyWV/jrOcHSGEbMRMpMVYVRVylsxkzedNqQIUUo0wy9+ZPTb7/3TafK1thaaqqJqCSORGOkw3lIW8STGfwzCk8nAwkqTbLIvKMlT88NJr3B36rFdz/NnZHvsjnw88XMc2NL6WEpJnW86RDMoHmjZPbpR520aZqn3tza4Qgs405Gzb4Vzb4Yn1Eo+tFPknn9vhZD3HQwsFHlzMY2jSNnZlzuWR71NTyJkmxYLcnKuqwnDsMnUCTEOjUrYpFeQhLQgjBiOX8cTDNDUa1eINGzgdL6DdHTN1AhQFKiWbhUbpppnbfhBx2JEFBssL5fuiDGKOOe439IZTwmDe3n038Oyzz/LTP/3TfPOb38w+9vTTT/NLv/RLvP/9788+didcBEEYsbXXY2XhzsV93UvEsSzK0TSFKIo5uda8bpHZDDML8DQtsplla44m8kx8cq2BqioctEd0BxM2VuqUijnOb7aZOHLoVyxY5C2DX/qDb3M49vkrT62yWrEwDC0rnFOARq2A64cUbIvh2CEI4yNFlYoCu0OPP/hmly9vDTMC83Td5gcfX+Dx5ePbc2cKzsuha3LQ2pmEfGN/zLtPVfjy1pAoEXzgsUVUoWTraxQnmIZGGEZHLOkzu229micMY5lpGMYsL5Rp1IokQjAcycFpLo2TuduFkWEUs7PfvyWCUQhBfyidFreilhRCZtd3+hMsy2ChXrzlfUEYxQzHcv8CUE4tzzfbj2S27ZQYzucMpm6Aaeos1kvXJGSFEHh+yHjiMXF8FCW1WKeun+s9x2DkIoQgZ+mEYYznR5mDSAipfJz1hPQGU9q9CYW8yYmVOpqmylLHzogvXhjQcyOcRLpjfvLNTT769RZ/+K0OiyWT00sl/tI7T7JRMfn6hR4LeR1NFRiGfN5KSRKds+v4oD0kCCPGE0/2Mpg6y81ydi4LgpipFzCdevJ9nJKnqqZSzJsIgcyUT/f9hqFRrxZlsWt3Qqlo4XohUZSQJAkri1UKeZNuf8p+ewgILENH01Qs08AwtEuK4zgmimRb92wvP/t9dal6T8rjXnfkJNzZHMrZm3tjpcZg5DBxfIJQqsUGac5brVKgVpGTufHUO7IQxLFUUK4sVm546JhjjvsZw7HLfmtIHMfYOZNC3srIelVRWF+toSgKF7Y6mIZGo1qgN3RYSK00h52RbO0e+/z751qc77j8Tz/2CDlTJ4wiwms090Wx4JNne/zeN9u46efffqLMT7xliVr+2gvwc7tj/tWX93jLWpkPv+cExAlCJFimQb1aoD9y8PwI09BYX6ld18I12+gJIQ/z9yNRN4uTuFGBz5UQQjCZ+vRHDlEUUy3Lyd39HAb+Wsa9JCdnBxOQRKBp6limDIa3DB1dv7miUQhBlJKXQRgxdXxcL8QPoyy75pJCUsPQVXRdw0h/6bqKoWtH1JMzG1h/5OJ6Moe2YJtZBMqM1Ixj+ecozSe6fGMy8SOeuTjks+f7BJHg737wDEIIvroz5tntES+1pkcOR6frNk+ekIRk/Rr3CieIudhz2ep7fPANDb64OeQ3vnLAA808Dy3meWK9zELx5uu1qsjw9ErJplrJYxq6zMp0fMYTD88PsSyDasmmkJc2MT8IGY1l/pKmqVTLeUrF3HXdHkEY0Rs4DIZTmRtkGcduGg3CKB2wiLSReJ4rOccc14MQItuvzzNY7yyeffZZfuZnfoYXXngh+9jb3/52fvmXf/ma5OTtKCdnsSD3U37grUIIQaszZux4aKrKyfXGsRyB3f6E/sgBQWYHnbo++60hJ1flMHswdtjZ71OvFFhZrDAcu1zc6WZfY32lxr/89Hk+9vwh3/VQnR990yIgSSTHkwVyhq7KuLNA5lj3h1OC4Gizt6JAdxrwiRe7/IcLA8KUHGwUDL77oTrvOVPFPqaI6FokJZBlOz+3N+bjz7fYH/q8+3SVH33LEtWibO9OhNwvm6aOoauMLnNgqKosM6lXC5imxn5rBAI2VusUC5I/cNyATn9CHCc0akVKd8HyPRy7tHtj1m6B/AnDmJ2DfuaEODaZOXLoDaaU8jka9VvLk4yimMHYZZSqECslOWy9WfwASDdXdyAbv0tFC11T6Q9d8rZJs1686hwzUwoORi6eH6LrWtqerZIkkoBMkiTtLACQ+9cgjLKsVJCDeQXpcgFFKgPzpiyRQrDdmrDbnfLgYoHdacwff7PFXt/lYOjxY29e5H0P1vmnn9+lVjCp5TRqOY23nZADFMvUs1Z7RVHIWTqmruMFIRPHl8SjrqZt40K+BnGpHVxBZlOqqkKUDvcVRTqIZj/TmRPqWrmsikL676dkNnSZdR6nsU4KCoI4FkdcRKqmyt9V+RhVmUU/Kdnzy78rI40GTsjAjSgWbd7zhqVjv19eKV7T5KQQgvHUy1QIl0NOnnoUCzka1eNPaa6FWUHOQr1EqzMiTgRT12dtqUqrO8b1Ah48uZiF1Q7HciJwcq2Oosg33OZO554xznPMcacghKDVHdPty9IYWQ4lpzWzHI+VpQr7rSGDkctSs8Rk6pO3pWpoloPneiGfO9/nN792yPvO1PjQU2to6aJxred8bm/CR752SHsiszQ2qjk+9MQSDy9eXZwBl1Rj//65Qx5dLvHkySpeIPP3dF1jqVliZ3+AqsoJ08nV+nXDpWfZi6ap3ffW5kxBeQsE5QxxkjAYuQxHDnq6ObuZLXSO4+Ff/at/xd/5O3+Hfr+PaZoUCgU+9rGP8cQTT1zz8Xd6WBfHCX4QSct2IH/N8mwURcE0JHE5Iy+vtMFcCzOry2Tqy0wgITB02Sat6zJ3djZtjSJpEw/CmDiRj8vbJjlLx9A1aQ1XVTRtZhOXtvMgjHnp5QMSIZj4EbsDn0eWCvz6s/sM3IinTpTxwoSv7Iz41uH0yGbtZC2XEZKX58/GiWB3IMnOk3Wb/9/ntnl+b8JqxeJ0w+YvvGVJ2sWU69tVZps4I7W7FAs5igULQ9dkVpIfMkkn+igKxdTSZJm6zF9yfcYTH8+X6oBK0aZYsK5r1/ODiO5gwnDkkqQ/50a1QLVyvFbRIIzSnNyYpWZ5PhidY45jIggjtvf6nDnRnK+FdxCtVouHHnqIbrd7LFv33RCuvBYxGrvstYaYhsbpjeO9J0cTVyrlhVQ6FfJWtldcXaqSt2Vz8MWdbtrYK5WZ5zbbWX5dPqcTGwafe+GAp05U2B14UkWpayQiyazStm3Iog1FwbYM2r0RYZQcGRaqCkyChD98scNnXu4zDeRexNQU3nW6ygceqrNUvj0hkZ6qvvZGPp+/MOBHHl/gfNehPQ551wM1bEPFNAxcPwRk8dyVbi0lzaMv5k0GYxfLNFhZqGSDwDCK6fanTByPSsmmXikci5S7EWRs3ABVU1lZqNxUIQvyjDIYOXQH02OTmUmS0B1MGY5cquU89Wr+2LEucZIwGrtZ2V6llKdSyh3r7yfpOaM/cjLhiudH9IZTSoUcpWKOOCUUgzDGD0KCICJMiTpDV7FzJjlTz85sM6IuSfO7gzDOWrVnhYZRlGRkXBgn9LyIgRPTmYY8sJDnocUCf/93vsVmz0NXFdZrOf7eDzzI+bbDy+0pzaLBYtHixGKJZjXP1PFlASwKxYLF1PXRVKk6NNOIoDCMCcKYIIgQiMx5FEUJjhewUC9h5wz8QJbXxIkgiRNJuloG+ZyBZeppyak8Z9s5AwWYukGWs26lKks/lLFIfhinUUKXIgwgbeZWVBKRZH9vsV4in7dStalg7EW0xz7tkUdrJH+f/f/s94ETZl+zVjD5/f/ndx/rfXM7eE2Tk3Ea5imEoFkvUSnZR27cM/VTGKY5lMe46K8F2cDdo1krUMhb7B4OsAyd4djlxGqdrb0eKPDgycXs7/SHDuOpx8aKVJRFUczF3S7ry7X5RHaO1wQSIdja7TKeeBgpeRHHCZVyHsf1WahLO+HFnS6GoWFbBokQLDRK9PpT/DBi4vh86eKAt22UORj55C2dZsEkiq9WSgLsDDw+8rVDvnUocyfLOY0ffdMi7zpVve71+5XtER99vsXf+d7TrC2WmEwDwiiiYEs7SqmYYzcNRc/b5g1LbZJEsL3Xo1TMUa9emwi93+D5ITsHfU6t3bzd8Xrwg5DeQOZTlgo56pXCbcdizHF83In18Jtn9wmjCAUFRZWTT1VV0DUty4bUNQ1dVzI1QRTFRElCHCVZRqJpaBlhaRjp7/rV5KUQAj+ImLo+jhMQpFNgkHYfmedapJA3iS+zlc8UkkmcSIt4qpZ03QA/jPndF9q8eDBhs+/xptUSP/3UCl/bGfHszpgXDydcfuvYqEpC8skNqXQUQtB3IoqWxsiP+OfP7LLV9yhZOn/uwRoffLRJZxJQzulHSnCU9HufzZZnGZuWoVHI57ImR02TcS2OI8PCZwe5nGWkjYwGUZw2GzpBlhlUyFuUCtZ185dmjer9kYPrhjLXyNSp1wpUivaxD0CuF6Sh/gkL9dJr0tI4xxyvNuQwVrwmSlReS/iu7/ouPvzhD2eFOL/0S7/EM888c+Qxc3LyavhByIWtDoahceaYmaiuF7Cz30fVVCpFm0atQJwkbO32qFdlEdoseszzQ06s1ikWcgzHDhe2L6koF+tF3CDi//Gb36BqG/zlty2zXJaqt8v38QXbzNY6XdNo90ZX270BRVX59Nkuf3q2x97wkoLxjcsFvuuhOo8tFzOC6Vq4XEE5y82+HGZqTw2jmG8dTPjY8y02ex5v2yjzQ48vsFi2MHUNIUizCqXqLU4EmqaAECRCSaONpELUMAwatQK1tDxOkoMu/eEU09RZeIWW76kjFa1LC2VKx+ymCKOY3QN5nllq3tzVFcUxnd6EqeNTrxaplu1jvX+EEIwmHoORI899JZtKOX9slaXnh3T6UiVZKeWwLIP+cMpk6me55oqipGpWedaYOj5hFGMaOqaukSCyOAEg28/quoqqqvhBiOuFaRapRuAHfP58n52BR3caMgkS/te//nb+5MUW//sfn2W1ZrNcyfH0yQoP1HNs9VxOLpU4vVKl05/SSbMfbcsgCGPyeTPbx4Ek2VVVdopYlpG9FjtnYJkGw7HLaOJSKuRYX64d2bfNoiaSRNrTEYJGXZYmHxwOWaiXmLo+UzdA1zQEAs8Lj1xjuib3qGncJCgcISPTD6FpiizAmQa0hj5dJ2Dkx7QnId1pQH8a0nNChm5IEB+PAjQ0hVrBZLGc45/+p++464O71zQ5CdAbTOkOJliGThjFNOulqxqmZjmUG6u1V5y1FCcJF7Y6nFirY+gam7s9inmLwdjh5GqdsxdbNGpFlpqXvpfuYILjBKynBGUYxWzudFlfmROUc9zfiKKYc5tt/CDEMo1MKWnldBw3ZG2xymF3xHDsUinmCKKYpUYJ15eTHEVV+OqFHr/51QPCRPBfvG+D5UoubdO7GqM0V/Kz5/sIIdt0v/eROt//aJPcdUiyoRvy6185YLPn8dfeucq7H1pkOJH5IrZlZgHZo4lLzjRo1Io3JBzjOGFzt0uzVrxhDuX9iFkh1+0QlHBJjZ4k4jUVIv9ax51YD/cOB2mLptxUi4TUxiKRrYkzC4wiLS7yQ7M/z/Jl0odyyYIye6yiyg2arl1SP8o8IGn9NgwdVVGIYrnhR4isNEdRIY7k62uPfT5/vs9mz2Wnf+nw8McvdSnnNLxQ8I39Md88mBJdpm5Yq1gZIdksmGiqwtd2xzxzYcCFrosfJfzfvuskqxWLFw+nnG7YlHOX1n1VlbYVkX1fcrpsGBqlgkWpkCOf2s7DKMbzQlwvwPVC4iTJWsTNNCg8jGKpUg0iQCovZLOheV0yMopks+Ro4uE4PlFaRlQsWKkFPHfsYeosqqHTn6RB8q8s0H6OOeaQEEJwYbvD2nL1rufMfSfhpZde4sMf/jDdbpdyucyv/uqv8thjjx15zJycvDbiOOHlrTZCCB46tXgs1VoQRmzudrP38PqyHMzvHPQxdJ2lpiTf270J7e6YRjXP0oK0q27t9bJMQEWBxYUy/+LPXuYT3+ryE29e4v0P1gDSEpM4czEUbBMUhVrZxjB0DttDXC+8ypJt53S+vjnkT872eG53nH2+auu8+3SV95yp0ijcWBF4Pav3pecwMA2N3b7Dp7/d431nqkyDmK/tjHn6ZIV6QX4+ThIUpMtCCLAtXTaVo+AFUUZUqopCpWyz3KxkuYhHLd+Fazo5r0SSCA7aQ6IoZnW5dmzCbzBy6PQnUv16E7VkEEa0u2P8IKJZLx7rdYF0bfQGE6ZuQLmYo1Y+vlAhSQS90ZRef4qiyHihREiCMRFCZlKm/EwYxThOwMTxieIETZWEWj5nSnLS0DAuG4wniaA98ji7P2S9pHOuPeX3nm+x23c5GPl87yN1/sITK/z28x1s22CjXmC1bvPOB6Qq2PVC2t0RUSxQFIGuaSw2S7S7MgYhZ+o0G0X6A4di3sLxAoYjl9nOV+73ZBakkTqFFEVJLdRJptScOXBmhZR3k2Fzw5juNKQ3Dek6knjsTUP5MSdk7F/tTLwWCqZG1dap5Q2qtk7VNq76/7wpyeSCbfDQ6eW7902leE2Tk0kiuLjbpWhbMrcuZdxdL6RZLx4hKWf5bMsL5Vfcnu0HITv7A05vNACFizsdyqUco7HH6lKNsxcOOHNi4YhaodOf4Hkha+miEIayEXBjtf6azkOZ4/UL1ws4d7ElW7t0DU3XWF4o0+1PKeQtLFNj92CQ2TErJRvT0On0JhQKFu3umOd2R/zqF/b44ccXs03MtRDGSZor2cFLcyXftlHmJ968SPM6mW+zm/7ZlsPXd8d8+H0nIRH4fiibxVSVhXqRg/ZQEp2aytpy7YbWxiCI2Np/7Qaog/x32zsccGq9edtWkznuLe7Eejhba2RpzaUMxzht7wa5UVJkDI/8f8jUjrOsmdmfZ5iVI8nCHJFaS+T09srNQxgndKchYy9i5MdUbZ0Hmnl+94U23zqc0p2G9N2Q/++PPszAjfjk2R7r1Rwb1RzNgsHZjsOzWyO+sT85QkiulC2eOlHmifUSfSfipdaUlw4lafnfff8DfPNgQt8JOVW3WSlbNyX2ZvatWbC+oippfpHI8n3gUjaPzNZVj/x8ZgrTzB5v6Fdt/i9Xl87yO+UmVqBrKnnbolLMUTxmZtPliKKY3lC2sRbzFo3a1ZlNc8wxxyuDH0TsHvSPbaWd485gTk5eH0IItvf6jKceD59exDiG2GYWcabrGp4fspE2QHf6Exw3YGOlhqqqTB2frb0emqZyar2Baeh4fsD5rQ5Bql4zDY1IUWn1p5Qtnc+e7/O+B2qYmkqplJNZ0emynbcNFJS0sE3lsD1i7PhXkTU5U2en7/BnZ3t8/sIws3wrwKPLBd57psZb10s3zNtUUpbyRmRGIW+gqRq7fZd/99V9vrI9YqNq8WNvXuLBhWsP4u2ccSS65fJ9lK6plIqyXLKQt0AIuv0p45tYvqeuz/7hkIWGdHseB1EUs3s4wDR0lhbKN/xZeH5Iqzu+JfdEkgiGY1mqo6cRMvljRDzNhtKDkcNg5GTlQ6VCDtPUZZN2EGGauiTzAEVVEKmTRtq8pXpw9lxeELPZnXK+NaFZsnj7mQb/r1/7Cp8/20FVFVYrOX7hRx5ltzPmxYMxy2Wbh9cqPLJx7XLQWRP5zA3j+xHlUo7ewMHzgzSaSMPzo+s6+m4Xs2H49f7/WtDTof/Ajek4EZ1pQGvkszfwaI0DutMA5xpdDVfCNlQaBZOFoslC2aJZMKnlDWoFg0bBpJo3MHVZdpnEgiAKiaKjL+5yZ9FSs8TyQvUV/BRuDa9pchLkxdHujXHcgEa1wGF3TLVkS1beDVmoX3rjx3HCzkEf2zKO3YR1JcYTj95wyonVOokQXNzuUi7lmDoB1XKOnf0Bj5xZPnKRtHtjgiDK7KRBGLG128vCiueY435Buzti93CIooBlygY3TVPp9CcsL5Rp9yY4jo+h6+RyOrVygXZvjJ0z6I89PvLlXR5bLnKqYeNHCXnz+rmOz6Z27PZESuZP1GSu5EML11c3Hox8fv0rB7zzZIX3PdxgoV6kk7bslYo5dE2lkLfYaw2wLQNN09hYqd1QTTh1fPbbQzZWXvsDg6njc9gZcWq9cew8mTlefdyJ9XC/NSAMI5SUfVRUGZIdJ9JKLRSIY4GlqfhRzNAJCKMEP4wxVKjYOhe6LmM/JowFYZTwto0yAzfkK9tj/CjBDWNONWzefqLCb3zlgPNdBy+UH/97H3yA1jjgn35+h7KlU8ppPLFe5v0P1Pj63hghoJluiHKGfG8GUcLz+xOe3Rry/P4kC8wHWCqZPLlR5pHFPPujgIWiyRuXC/yvn9lmuWzxhqUCZ5r2VYH6sw2wrmoYhsy0jJME34+yw4u4YqStqjLzUtelgtJIbUWapqLpKkam/LxEYiaJIBFyYh5EMVEobetB2oA+Cz6fWZFs26CQtyjkzEx1eatI0obNwcghSQT1auEqp8gcc8xxZ9DujVFQaNaLr/ZL+Y7BnJy8OVrdEYedMSfXGpSLNxfbzCLOvEAOx5q1ItVyntHEo90dsZ7ufaM4YWtX2ryXFsrUK7KvoT9w2NrvXiIecwadsc8/+dw2rXHAj715kadOlDENDdvUcS8jekxDQ9c1Vhel2rDdHdMbTI9kPQKoqizBfHZ7xGdf7vNSy8k+V7I03n6iwjtPV9io3ni9U5BkyrXKQ2awLJ04ga9uD1kuGRQNjX/2zC5PbJR5Yq2EfcW5RUbkzNwWYJoaUSRjaRQEhq6jpfbeYt5KyT5XWr5rRSzLyNSSYRSztlxF1443SMzUkovVGwosZiScqqosHtM94XoB3cFUWq/LNrVy/oZDUiEErieLXqaOjx9EJIkkJCulPIqqMJ54OK7MJC8WLMolm1z63uoPncyVZVoG2z2H860J51v/f/b+PEqS8z7PRJ/YI3JfKmuvXtHYQRAECS4iSIiiJEq0FmvxSlG0Ld/rsXVmfI6XK8vjQ2pmLGnG0kj2se+x7DEtWfTGK5uiKYqiKEqkKJLgAgIgCDTW3mqvyn2LPb77xxeZVdV7A92NLZ5zqqsqOysrMysyI+L93t/7DvnpB49xtjni//3RrzNftjk8k+ftx6q8aalIcxRSLZiEnnRZqopCpZxjvlGeisdxIgjSMe+xK2N3PD+6quf4Ukyy0CeTQznHmGZ+j9yAIIwwDA1d02RkUSIOuHkn8QTBvtF0ZV+2uUgLcnpexM4gYHcY0BpHtN2Irb7PZtfDv8S04YS8qTFTMJgpmMwWbep5gxNLFY7MFpmv2BQsg5Hr0+qM8INITgVpCr4f4YcxYRRLw8FkQT6Ng1JVWSAU78vuVIClhQoz1Rsfd/KqFycfO9vhyEweU5VjbbP1omxJGvnMN8r0hy6jcUCjXphmOjQ7Mn9heaF2TS1VE3bbA+JYMN8oySzJtRbFgp3mViS4XsgthxsHBJGd1oAoilmYLaeNnRGrG20OL11c7c/IuJkIIXj+7A6jcYChS4FvcbbMdmuQjjGabDd7JIncMc/VS/QG0vKez5n8/75ymk88vsORusNPvHHusk23z+6M+O+Pb3Om7QFQsnV+9A2zvO1I+dKNtVHC7z/V5IvPt/ne2+v81XccgTQTRVUVLEOnWskzGLgMxz6WZVAuOjRqhcseyLS7o2l27GvFbTgYejQ7Q44s1zPR4lXC9dgf/vs/fJKPPrxOkoaF/8AdM/zwPbP8b595gY2+n44lwa//2O08vT3iow+voyoKuqbw7luq/OCdDX7ra+vsDgMMTcXQFP7625Zoj6XD0dIVHEPjaN3hzvkCLzTHhLEgZ6o4hkajYE4di2LannghQZTw5NaQR871+fbG4EDmTaNgcP9KmTevlNA1+O1vbLLa8bhzvsB3n6hx29yFCxeqAoWcheOY8iRBU6bbvaaqqOkBpqoqxFFCpz9m7AU4tox+sEw9PVCTo9lhesA2ERgn4997h0rK9ABz4qyUxVsqhiaDzSduyuvxnpIIwWjk0+2PCcKYUurWyI4bMjJuLEIINnZ6LKbH7Rk3nkycvDq6/THrW13q1fxVZQ9C2gjdGmCaOpqqsDBbIYpiVjc7zNQKUydfuztia7eHbRkcWqrJDDwh2Gr22d7tT2/PtnQeO9fj49/a4v13N3jTshQtLFNOJcSJnBwA6TQ0TZ3F2TK5nEW3N2Zrt3dAuJmgKrDVD/jy6Q5fPd2l7+1dZ7Zg8vZjFd6yUrrkdNWEK419T+5XjMLDpzo8fLrD880x77tjhvff1SCME4x9+3BNlQ3wbpolbWgqYbR3nDAZZZ6IO7qmpf8nP+Yb5auOS4rimPWtLoauMX+JopxJDFOzPcQydRr14hUNT3GcpE5HF8vSqVfylyzUSRLB2JWj12MvACEwDI0gkMdLpq5Pj4U0TSUII3RNTto5tkkYxWy3Bjy52pHuv3FEo+TwV95xhH/88cd4ZrPP0UaBo40Cf/kdRyhYGu2+izuWDtx8zqQ/cBm5AUKQFjhKYTgIogsE7qtBSxeYz/9J25KvCT+I0dN2bQDXD9OSJAtVkaLkcOyjKgqGrqHpKsWchW2bxHGC64f4fkiSTi25adzRwI/ZGUoBcqvvszMIpoLk5XIfVYVUeDSZLZgsVhzmyhZFQ6GeNzDOM6EcyE/fNyF1pedEUZW9qCMhEOlxrqFraYmldHLerGLnV7U4mQjBP/1vj/OFZ5v82FsO8ZfffohRf4ymqdQqeTZ3euRsk1o1T7M9xPUCZmdKFHLWNIh2cf7K2Q3nI4RgbatDMS9PEiZOyHzOBBT6QxdVVTm2cnC8ctL0vTArMz0mo+Yvpmk3I+N64XoBz53ZIUkElqmxOFfF0DU2trvUKnm6/TGeHyIEzDWKsnnMDZibKbG502OtNeQ3vrzGj9wzy+0XEQ8mbPQ8PvHtHZ7YGAJg6Qrfe9sM772tPnVSXQwvTNBU+Pi3tvihN8xxz7FZNnd7hIG05ycC6uUcGzu9qQNq0lB4KYQQbO70AKYLBq8luv0x/eFeIVfGK5vrUojz/Ba9kZ++BhQMTUmD30V6sKxO57inu30hcyX35y9OEPv+P04PnjR176BHmg8vLULuJ4wTntoa8chqn8fXBwdWg+t5g/tXSrx5pYSiwJ++0OUdRyssli2+vTHgnoXigfcHRYFqKcfsTOlFZytOHADdVKi0TYNiQRbfvBIWKcIwpj9yGQxl/ms+J7MorSxLMiMj4zVMJk5ePf2hy8Z2D0NXWVm8ukm8SWt3MW8zGHssz8suho3tLqqqTI+HgzDi7FqLKEqYny1RSctgkkSwurmXRzlBAZ7eGfE7j27z/rsb3LtYwLENGZsCjNy0VESVos7SXIVS0ZnGEQ1G/oV3FpkD+dTWkK+f7fHY+uDAdMWxusObD5d5w0LhikLl1aAqMPBjxmHMbN7kI595gbypcu9SiTcuF6emCzmdAQiZRVguOkRRQn8oG5ZNUydJEqI0UkeIvQITXdPI58w0IkuWwei6Ni2IgT0ReWGuTN658DxGCEGnP6bTlVFbM7XCZZ2YQkiRsdUdEUUx1XKOctG5YLpqUvY3HPu4XgBpvraha4xcn8HQRyDIOxalgszmjqKEZmeIoWuMhcozWwOeWe/x/Hafv/yWJVZmS/x/Pv4ER2elCPnGwxXefqJBkoip4Doc++w2e4w9uY2EV3ALTpiUv0h3IyQiwbblIvlo5F8gQiqKPDaeOC01TUaAVUo5uv0xIzdgeb6KZerT18ncTBHd0Nja7dMfeIDAMnRMU9/LmkwPgvtexGbPZ7PnsT24NgGynjdZqjosVGzKpsJS1aFq69QcKZqyP8tSTCKH9hbhdV0lCGJZpmgZIOT0lNyupCgdxQmGrmEZGn6a+QlgmBq2Kd29fhBhGhqFnI1hqNNzgzgRhGFEvVLAtm/8ceirWpwEiOKEx57f4T9/7Ry7o4jf+ltvp9sf0+6OWJyr4Pkhre6IhUYZy9TZbsoGsbkZaUFf3exQKtjUq9c2tjEJzJ5vlMk55lRotEwDTVOm7U7nj1du7fYBuYIC16dpNyPjxbK22abZkc3Y1ZLD0nyVVnfE2A2wbYNefyxHpvM2xaJNpztmplZgp+/x63/wDPW8wY/fO3fZ39EZh/zed3b5ypkuQsg34nceq/L+uxqUnUsfTDWHAR9/dAtDU/lbDx5ibqZIEMR0+mMUIOeYOLZJFMX0Bi6ObaBp6hUd0WEYs7rZplrOUy2/dktfZFNeeNl28oxXBtdjf7jbGuD5YZodKceQJl9Pgrv3j5TIdu4JyjRPMp6u+AbpeI68RnKNq9RRLDi5PeSR1T6PrQ+mmbIA1ZyeCpJlDtdstgcBv/PYNqdbLu88VuGhEzWqub0DIF1XmZ8pUqsUrntcgRCCIIgYjDwGIx8hBLYlC21yjnnDo1emuZTpqFQYJRi6zLOSURXZcUFGRsbrg0ycvDZGY5/17S6KojBTzU9FxMsxiTjTNRU/iCgVHeqpEaHdG08FGhmbNkydedoBATSOpeOy23entysSwTdW+3z6yV0sXeWnH1hkuSLzBydOs8HIS4tDFFRNYX6mTL2aR6SZjTut/iXFKS+MeWx9wNfP9ji5PTqwMHqoanPfcpH7lkvMl15abryqKigCvDjmifUhj6712RkE/KPvO8ZzuyPcMOHWRn66aDopy7Etg2LeoTcc4wcRqqIwUy2gajLTM45jkkSW1chFY5nbr6XCpAJ4foSiQD5nYRo6hq6ip+41TVXoDz36Q49KKUetkrvs8ZDMpR7TH7rkbJN6NX+g4CuKY0bjgOHIx0vdoHnHRNNVokj+nxdEiESOaM/NlLBMnTBK+MQ3zvL0Wo+tgU/RMfnff+IN/OYXnuc7a12Ozha4Y7nKO25tUM6ZCCFkCeDIZziWY99+EF129B6k8Khr6nQiRlUVmXWe/uHjJEnbvBWKBQtdVWn3RkQTQViRzthC3ibvGDQ70mhjGhqNmjyW9PyQ3sCVz2963jgpOVRVZSouT/7OoyCh7UbsjkK2+1KInORAXm4EW1FkrNFcyWK2aNLImTSKBrMFk5m8ia6rUrBVlKlhAOT58sSBe6MyMa+FfM7kxJHLn/NfD1714uQkrD+KYla3e4g45p//yRluWyzxziMllhpFSgWHzZ0eqiJXheIkYXu3T5IIZmeK9AYuQRizPF+5phOfyUj3xPk49gI2t7tomtzIco6J64UcXqofsGRvpg6vSbP3pGn38FLmoMy4OXh+yPNnd4ijBBQ4dqiBZeqsbXZwbIPB0COMZYPdfKNEp+9SzFmUSg6/+qkn+dzJXd59vMr77py5IPNtghvEfPbpFp9/tjVd7bxvuciP3DN7xYOHTz+5y+eeafHQLVX+wluWWZ6rsL7VIQwjCnmbJBHUq3m2m32SBAxdpV4tUC1f/sBsMPTYbvVZnq++Lhptt5tyBGfyXpPxyuR67A+3dnuM3eDAZSId8RZCTPNt5GXy4CdJkn3XfUkPAZAuh6e3pUPysbX+gcDuiqPzptQheaTuoADf2RxyuOYQxAmPrQ1457Hq9IC/mLNYXqpiGTf3dSpD3mVu0dgNCKJYtjUa+8pv0rE1bZ/b4Uq3GYYyjzIMY4IwwtsXsG+ZusyjdKxsXDsjI+N1SyZOXjsTl5dt6cSJuKpMQyEE7d6Ybm9EzrHwg5Dl+SpxIljb7FAt56bH00EoY8j8IGamlqdR2+tsSJKEtc0O7X1OyjgRfONcj7sXCoSJ4DsbQ952pEzeNuRotGUwHMn8wMkYarWcY2GujK5puG7Axk6PketfclG054Z8a23AY2t9nt0dHzh+mS+Z3LNY5O75Asdncujai1+clwu6pKIRfPVUlz9+tsV6z+do3eGn3rJILWcQJwJTPzjhkXNMPC/EMo10msucZjb2hy5BEJEIgW0aCGS5jG3JEWLLMjF0FZHI45FeWi4jRbR90TXannhp6Bq6phCEMf2RB4IDudRhGB/Ii9Q0lXzOxDI0vCBiNA5IhCzr640Cio7O9jjhKy+0OdMccXpnyF9/8Ah3zTn8mz9b5Zb5Egsli6qtcrgut5ckFvRHLqOxTxDG13RcaRgqtmlMH5ueltXI0ho9be9WGY6lC1TXFCrFHL2hS7sz2stG3DeOHCcJfhAhhJz8KRUdbEs6eocjnzhOmJ0pYegq/aEr27vH0vG4PQjYGfg0RxG7w4Dtvo93BQGynjOk+FiQY9izRflRz5kvaTt8uZlEri00SjRuwvnkq1qcTITg1LldbMuY5iaEUcwjz23zX7++xhPrA370vkV+6J5ZlhaquF7A9m5/2pLl+yFbzT6KolDIWbR7I1YWqgdWFq6E54esb3U5ujIz3dh3WlIQCMKY2XqR/tDl8NJe/ttkpFTXNWbrxentrGUj3hk3GCEEWzs9dtqyoMKxDU4cmaU38Gh1pTXf8wL8MKZWyhGnI6GNeolTWz3C0Zjff3KXNx8qXzJXMogSvvB8m8+ebE2b947POPzYvXMcn7m0UzFJBGc7HkfrDl870+XEXJ433zrPYBzQ7o5QEOQcC9syiJOEXt/FtgwUVWFloXpZh5MQgq3dPmF07YsQr2aEEKxvdcnnTKrlS4/cZ7y8XI/94Xazx3A6yrJvVFuRjgaRQCwS+fUVmi2vhTgRPLsjBclH1wbT1zzIPNn7V0rcv1Li2IwzPcB5bnfEJ7+9Q9eN+Jm3L3OkLrOu8rbBoeX6Ne2DbwZCCIJQrqb7QUgYxkTpmMzVHH0rqWtElu1omLqObenZtERGRkbGPjJx8sURhBHnNtpUyzk63fFVt0FPpvdKBYf+0GWmKrMnt5t9/CBiab6KrqnTUeLt3T6qqrA8Xz0QnZQIwfZul93W8IAjbr3r8fFHt9jsBzx0S5V331KjnDNSR5tFf+inRX7KdCR6ab5CqeAQxwmt7lAW6MTJJR2VAy/i2xsDvrU24OntIfsNZraucsd8nrvmC9y1UDgwkfFiUKWaytAPeWpzxF0LBbb7Ab/yx2dYqdocn3G4b7l0wbnOROCcqRWYnSlNi1YGY4+1TVlmqKlSLLQtE5Cj2JNSl3JRxsjlHOtAtneSNl+7XkC37+J6Abqupbc/GS2Xi9K6pmJbBpatIxIYeyE7fY9izmRppsC//NzzPL8zYLPn45ga/+PvPcQ3T7V49GybGUenYqncvlwhZxnstAe4XjAtCboUuqag6+mYexSjaZrMY0w3EsuSpUG5nIWZZhsmgjT7W2aAR1GCH0aM3YAwjKfi7CTPdPL8FvM2M9UCmq6w2xoyGHqgKNiWzkKjMnVC9gYu53Z6NEchG11PZkAOQ3YHATvDKzsgzxcgG2ke5Ez+0gKkMplUSh2yk2kmochj85vtilQU6RCWE1UqqgIokMSCKDUt6Loq7+O+2KfFuTKV0o0/l3xVi5NRkvDcC9uYpsxsiKKESsmhUs6RJIJvPrvF89tDfvCNS3z+iU3eddcCs9Uc282BfNOdq2AYGq4XsJW+4YZhzEyaQXDVj2Xg0u2PWVmsoSgKvYFLpzciCKNp099g6E3/H9Kg7e2etBefL1BmJTkZNwA/CDl1rkkUx9NCp0atyNpWByHA9aSwoagKpYJDEMYsNEp8Z73PP/vUk5Qdnb/z4KFL3n4YJ/zZqS6feapJ35M7jfmiyY/eO8e9i5cvpnkmzarRVPi57z3GXKNEMWdxbqNDGEUU8xZJInfQzXSFzNBVysXcFUtvJgsItUrudSnQCSE4s9aiUStQyF+52THj5nM99ocnn98kCOXr7vy9+nSSe9+B0SS8XcCBg7yrIUkEz+2OU0Gyz8DfEySLlmzpfvOhErfM5C4Icj/bdvlXX1rlB++c4Z3HquiaQrloszhXecWJkhkZGRkZN49MnHzxxHHC2fUWtUpeCjlRzOJc5YqGlyQRbOx0SZIEXdMIQtkoHQQRmzu9A0JnHCds7nTpDz1s22BlvnbgfFUIQX/gsr7dPVB2c6bl8sfPtfihexcoGQpbfZ8jdQddU6mUcgzHPr4fomlqKtQoFNNRYsc2cL1QRhUFEXGcXPKYZRzEPLk15MlN+bH/2ATkOcmts3lun8tzSyNHyX5psS2T0p1REHOqOeaF5pj5osXbjlb49S+cRQjBSsVmqWLz1sMyzm0Sr2MaGooCi7MVyqUcrhew0xrIEfBETq7Zlkk+J3MU40Tg+9JtaRoajm2SJILR2ENVVPJ5C5GW2ERxgmXqJKrKMEg4sztkrTnkoVtqPLrW4z9/Y4PdQYBtqPzkm+Z557EqXznTpV6wODyTZ6GaI4nlKPaVjg9VRTo4DV1DSXP/YW9Rd5KZ6Hmyu8AwVCrlHIamE0Z7BYQTJrdlGNq09CeKYgzdwPODA9uVYxuUizZJAoORh5vmViZC0HMjmkMpOO4MA3YHAbvD8KoEyFrOmDofG/sKaep540BJ0suBpkpxVh7mC1RFljChSCdzEsvpqMl1hWAqBsuFcnW63cZJgkg4MEp+OWZrRRbnKzfmge3jVS1OhnHMU89sTE9+cjmTYs5mOPYxDI16pYCuq2zv9vn1P3qBx1Z7/NAbF/gb7zmBrsDGdo9y0aFezaMoCqOxz9ZujziRNuvlhat3WO20BgghpuOTnTTnYTT2qZRy2JbB2A1Ymq+cJ1B2MQx96qCcZFceWrq6cOOMjCshc2MGbDcHkI503nKogVAUNre7KIoMII7jhJwjd3az9SLFgs0v/M7jfOX5Fj96T9qmfZHGuDgRPHymy6efbNIeyx1DPW/w5+5q8MDhstwxXYZPP7nLF5/v8KNvmOV775xlZbHGdrNPr++i6+lKn6UTBHLlzLIMVEVhaa5y2YKIyeMejWXI8etZ8I+ThDOrTZZeJ+Psrzaux/5wbatDEMTT11ucJHst04psqo7i+KrDxs8nEYIXmmO+eU4KkvsbNPOmxpuWi9x/qMSJRv6C13xnHPK7397hjvk8bz1cJozlCFTOMVlZqN6U9r+MjIyMjFc2mTj50pgU1uQdk5xjsbnTnearXymCZDDy2N7tUyk7dPsu9UqBUsFmu9m/QOicmGmCMKJSyjE3U7qgTC4II9Y2O/SH3oHLVzse//JL56g4Ou86XuXNh8rYhkqtkiOOpeFH06T4kiRimjFfq+RxHNng3B966GlD9Dgt27nguRCC1Y7HdzaHfGdzyJmWe8HEyGLJ4tbZHLc0chypO9RzxhWfp6tldxiw1vVY7chMwp95xxJfOS3bzRsFk1re4J3HKtyzWORrZ3romkLOULFNjbuWSgzdCD8Gx9GJEzAUeay10fPojAIGboAXJTxwqMxa1+MrZ3oM/Zi+H/Peu+d5720z/O3f/hZumLBYsVmp5/lHP3I37ZHPqY0eOVVQzpuYusbIC3Dd4KoasFVV5mTqmmy1ti0D25Jj154nMxwnvRvRvkIgw9CmWZqTce3JNImCzCkPowjfj+gNXDkJdBmJKkkEbTdMRcdUgEwdkLuj4EB50vkoQC0vBcj94uNs8eURIK+mWf6G/v7JJr/vTlzs/ryqxcnnnnuOn/7pn6bZbFKpVPjN3/xN7rzzzgPXuS5j3ekJ99ANDuRS2KbOXKM0tUSXSw55x+SR53b4L99YQ1UU/tlfvR9DV2l3R/SGHouzFRzbSFV6n83tLnGScGS5Tu4ibVnnM2nwLuTsaclGqztiNPLoDlwOL9ameVP724EnI96apk6FTT+Q+R6ZQJnxUpk07nlBhBAJmqpy4sgszc6I4cg7GBysa9QreSJV4/cfXee+hslq12e2aGLpF75RJ4ngG+f6/N6Tu+wOZdZd2dF5/50zvONo9bL5Gq1RwOefbfPn3zDLwI8o5yxuOzxDFMv8mjhJKBUcEiHI2Qad/lgGaKsq9UqeWiV/RbfkxnaXctG54nVfL4RRzNl9GbkZrxyux/5wdbON6wZEiQwfv9oCm8sdFCVCcLrl8si5Po+s9em5eyvoOVPlvqUS9x8qcdvshYIkyIiHP3y6xR892+IdRyq8/64GeUvmIh1ZnsmcvBkZGRkZUzJx8qUjhGC72SeKEhbnyjTbQ4Zjn8W5yhUXp+M4YWOnCwI0XcX3IxbnKsRJwuZ2l0o5R628d0zdH7hs7PRIkoRatcBsrXiBiUGW3QxY2+pNL4tiweMbA/7sVId3HK3w5pUSLzRdjs04WIZGsZCjPxwjEjleCqlQmeYJOraBYej4QUQYRtiWQRTF9IfeJQW2kR/z3O6IZ3bGPLszYr13YUN4ydY4Ws9xtO5wtOZwqGZfMlf/xTBx9O0OA1qjkJWKzXLV5r9+a4udgY+b5nT/3Pcd4xtne/yXRzYBKQi+7/YZvvvWGv/8C2cZBTE5U8MxNf7Ouw+z1ff51mqfsqVRsjWWKzaNko1tGeQdufjbH3gMXf+qHHKTUX7D0CnkTZkFqSog9gpjgiAiToQc047lqLaiHJzcMXSFYiGHrirEafmgH0bTluvL3RchBKMgpjUK930ENEchu8OA5ijgctPQkxbs2YLBzL4R7EbBZOYV4IB8MajpOLZIj9yvxfV4PaiWHA4vz9zw33NDxMn3vOc9fPCDH+RDH/oQv/M7v8Ov/uqv8tWvfvXAda5X5uTp1SaVooNpamxu71XRg8x3qFZyGLrO2PXRdY1SwZZZCW7IL33uNN9/7yJ//v4lut0hlmkwN1NETbMgWt0Rmzs9inmbQ4vVK7oop+OT9SKFNItD7hQ8+gOPW4/N0Ru4JIlgYbZ84Oe2dvsoCtMW74lAubJYwzIzgTLj2ml3R6kTOEkLHQxWFqqsbXUIo1i2xWkycLlazpMr2PyHL53iv39jjQcOl/nJN85fVGBMEsEja30+82STjb7cuRctje+/Y4Z3Ha8eCIU+n74X8Zmnmnz1dJfvOlbhR+6d5fhSnULO4sx6C88PcSwDRVXJOyb9oXy9WKaOpqkszV3eATkpuwrCmMW5cibun8dkxP3ISn06epHx8nM99offPrl6yfbDa1mVFUJwpr0nSHbGe4KkY6jcu1TkzYdK3D5buOQChBACN0zQVYX/9Mgm77tjZlqCtTRfZaaaLRhkZGRkZBwkEyevH93+mHZ3xKGlGnEsjTCGrjHfuNDleD6Docd2s0+55DAYeuQck0atSKs7YjD0mJ8tkU+NO0IIun2X7WaPJIFGvUC9UrhApIyThHPrLUZjn2ifq00IQc+L+NU/PkOcwAOHS7ztSIX5kjU9/w3SApeJY28inIEgTvYK/mSHhJwA6/bdy2b5Df2I53bHPLsz5lRrzGrHu+gx1EzeYKlis1yxWK7YLFds6nljmqH9cjApEgIpTqmqgoKCEMllBbv9TMaxVVW2c6tp8GCSGlkMXUVRZKP4xOWoKiogm6NdL2Qw9F60408IwThMaA0DWuODAuTk68sV0ADoqsJM3piKjvudkLWcccXJvYxro1rJcXixfsN/z3UXJ3d2drj11ltpNpvouo4QgoWFBR5++GGOHDkyvd712gEliaDTG9HpjSmXHKqlHDutAc3OcOocUVVFNmzqWjpjL8jnTL59ps0nH9/mhZbL337vCR66tU6zPWS2XqSU5mskScLZ9Tajsc/8bIl65fL5dnGccHqtycp8dTpyutMa0B+6+H7IiaNztLsjYE+InLC120MI2Y48aUg7t54JlBnXhnQfthmO9lYFC3nZBLvbHkixz9Lx/Ii8Y7E0X8b3I37t959iexDwI/c0mCte6BaOE8HXz/b4g5NNtgfSKZkzVL739jrffaI+bdm9GG4Y4xgaXznV5YXmmD93T4PblmrMzpbY3O7S6Y5RNYW8Y6EoEMcCPwinQuTcTJlS4dIuKyEEvYF7wes340KGI4/d9pAjy/VMIHqFcD32h088s0Z8mTGWyyGE4FzH45urfR4515/GM4AMlL93qcj9KyXumM9fcbX5dGvMxx/dZrls8Vffsji93DJ1bjs297opo8rIyMjIuDYycfL6MvYCNra6LM1XcGxzKjpWy7krThUliXRgul5AsWDT67vMzhRxbHN6vrrQKE+P04WQ5+PbTRlzVivnadSLB4RQIQS7rQFjT55DdPvugf873XJ5+EyPmYLB990+w5de6LBUtjhSdzA0VbrzAFVTsU19KoAWC3Za6BkxGLvTXELHMhACRvscg4oCKtLJt58gSljtepxuudOP/cdC+7F0lfniXhvzXNGajgXnzGwyKUkEAz+i60Z0xqH87IZ0xxFdN5xeHlzFMWvJ1qnnjb2PnMls0aBRMKk6xkXjxjIuzsR5qSoqKHsFT3EsBWdNk5K3ENIAiDjozGzUCizNV2/4/bzu4uQjjzzCT/3UT/HUU09NL3vggQf4lV/5Fd71rndNL5vsgL74xS9SKBRYWFhgYWHhmn7XRJAoFRwUBTrpKlEpb1Or5OkPXXaaA4J0xE1RoFRwEEKkzjH5JvXc1oAIhR948xH+6Mktbm84aAgW5ypT59Vg5LG60UHTFOYbUii51Jt6GMacXW9xZLk+bePc2u3R6Y1RVYVjhxo020NURWGucXDnu93sE8fJdPR7IlAuL2RZcRlXZjDyWN/sEEQxOdvAD2IqZYfR2MfzIwxdBUVBJIKl+Sp/+MQm//nhc/wv7z5E0dYvuhIYxgkPn+nx2ZNNmiO5o86ZKt9za53vPlG77I6470V8/pkWf/pCh3/43qMsli3KRYel+Sq9gcvmdhchBPmchRByfMP1wrRJTKVScpipFS+7Qjka+2w3++Qck9l6MRM/roJ2d4TrhyzNVV7uu5LBdXJOPr1KchUr5pOxGyEEa12fR1Z7PLLaZ3e4dxBu6Qr3LBZ580qJuxYKVzX+IoTgY9/c5LG1AT90d4MHj1enq9aLc2Vm69mJZkZGRkbGpcnEyetPGMWsbrQpl3LUK3mEEDTbQ/pDl0a9RDFvXVak9P2Q9Z0etqlPS07mG+V06q+HY5s06kV0ba8IpT9w2Wr2ieKEUt5mdqZ0wGQzHPts7fSYb5Tp9Ed0umP5s/uEECEE/+3xbR5Z7ZMIeOBQmZ+4bw4FgUA5IDaahhQqJwU75VKOJElod0f0h7JQRVEUoig+MPYthRppvpi4D+M4mboBh37EetdnrefJz12PjZ5PdJnYnKKlUcsZVKcfuvzsyK+Lln7ZCbNXKlEsGAYRAy9m4EcMvIiBHx/43Pcj+l5Ez40uOclzPiVbo54zDwqQefl9LWe8Kp+rF8Ok0X3iEFYVBVVTUFEQCoRBgusHqKoybTYPwlhOR6Zt9zdqvHty3xbnKtSrhRvzS/b/vhshTn7wgx/kySefnF72lre8hV/91V+9qDg54cMf/jAf+chHrul3JUnC6dUWSZKQz1nM1AoYukZv4NLqjMjnTOrVAsORz25bvkkGgVxNyTsGxYKD6wWM3ZAoTghjwb97eJ1TrTF/6a2HeOtKgXo5R6MuxZEoTljdbBOnNuO5RoniJTKzXC9gY7vH0ZX6VCzZ2O7S6Y0wDZ3Dy3VanRGqqkyzJifstPqEUcJiKlBOxM7JyldGxvlM2vZ6AxeRCHK2iR9GFHIW3f4YAeQdk7EXUCvneWK9z2984TS6qvBDdze45yJt2kGU8OXTXf7wZJNOmjVXtDTee1udd99Sxb5CDstj6wN+8+F13rhc5H13zHBsrsjR5Tp+EHN2o0UcJ9imDml7mOdFkObJmIbGwmzlsiPcnh+ytdtD1zXmZkpZjuI1srHdxbYMapXXX4P5K43rcUL22FOrl/w/VYEkFSQ3ej6PrPZ5ZLU/dUADGNqeIHn3QuGqDwiTRLDa9Thcc3hktc9tszkKljwJUYDjhxtZtmRGRkZGxhXJxMkbwyQ+LIxiludl2WsUJ+y2+rheyNxMiXzu0v0KQgj6Q4/d1oBiwcLzo+n5q+dH7LYGFPLyPHx/ZNBw5LHdHOD5chJqNm3+VhSFKI5Z2+yQcyxmqnk2d3q0uiMQUjS0LQPb1OkNXZ7fGbE9CHjgcJmPP7rFuY7HHXN57pjLc7jmHBjfnZzKqKqKZeoU8xaWKTMpXT8kCGNUBVwvPDD2fZFOkL3bE3uXx4lgZxiw3ffZHqRt0IOA7UFA37t8s/UES1fImzpFS6NgaRQsnbylYesqtqFi6Sq2nn5OvzdUFVWVDcyaoshiGkVBU6VwlAgxPc6Tn5lelghBFAuCOJEfkTj4OU7wwoRxEOOmn8dhjBskjMOYcRBflcvx/OetbOtUHCnOVhyDiqPLzzmdavr9a018TFKhe6Pnsd7zGXgRQz/m7UcrFEyNf/OVNfxIPufzRYufeccyn3xihy+90AHkdvjX3rbELTM5/rc/eAEr3Q4WyxYfeMsij68PONUcU7R1SrbOrbM5Ko6BFybTCcaJI1IBUJRJQiVJLKYb+lTcT/+ZbufiwtfAhHq1wMrCq9A5ubOzw4kTJ2i1Wlc11v1SnJNJknBmrcXYlSdYk/Ht2XqJfM5kOPZptofYlsFMrcDYDWi2ByRCTOvmdU2lmLexLJ1Od4wXRJxtu/z+yRZ3rlT44NsPs9sasDBXppi3EULQ7slVHsvUieKEuZkSOedC0XAw9Gh1Rxxeqk1V7XMbbcauj6HrHFqq0WwP0XX1AlfJbmuAH0YszVWmqz1n19vMNy6/A8l4/eF6AWfXW4RhTM6xSJKYOAGRJPihdFBOdsDf2Rpx64zN2ZZLaxTyxuULXYnjIOZLL3T4/LPt6Y62bOt83+11HrxCpmRzGPC5Z1q8744ZNFXBjxIWyjbHDjdQFTiz1iYIIwxdQ9c1VIXp+IWuq+iazMO5nAjvegE7rQEgoxGyyIMXxyQjd7ZezN5TXmauxwnZc2e28bwwXXEFL9hr05aCpHRIbvUPCpJ3LxS4f6XEPYvFixZfXY6zbZf/9M1NNFXh73/PkQPvJbqmctux+csuMGRkZGRkZEzIxMkbS3/osdPqszy/N40XRrFs5A7jKx4PynKbId2BSylvMxj5aR5lQZ5zd4YUcjYztTy6trfvj6KY3faQTm+EAIo5i0a9iG0ZNDtDhiOfpXnZBt7uDtnc6RMnCaoq8w4XZuWxfrM9ZG2nz8mdESc3R5zcHvKz7zqErip8+VSXo3WHY/Uceevixx2qgjwfRwByiuxSIsgkq/v8kpfL4YUxO8OA9jiiOw7pjEPa45COm37vhledCflKRFGkSaVo6RRtKa4WbZ2SpVO09y6vOFI4ey1mPk4yUrf6PotlG0NT+Ng3NmmNAtrjkEbB5B98z1H+6JkWz2yPKKTP0TuPVanlDJ7YHGBqUnAsWBrzJYuRH+NFscwRVaBo6eiqwtYwkEVCMegq3LlY4olzXb69MWAUxAyDhB96wxxH6jn+xn94jJypMZM3uW2+wE+/fYXTzTHjIGa5alOy5bmy64WYho6iyu0/ESJ1C+93XorphJWuaziWgWlq1KtFnJswxXtDCnEeeughPvShD00LcX7lV36Fhx9++MB1rucOSAiB54fstgb0h54c4VYVqqUc87NlPC9gtz3E0DUa9UK6ytNHCHD9PZFS01RMQ8P1QmldD2L8BH7xD0/xA/fM8j23z3B0sY5haPhBxPpWh3zOwg9CkkRmRZ4/et3qDPGCaDo+KYTg+bO70xWaPYFSrijtp9ke4noBywtVFEVazc+uy8KdSzk2M14/CCHYbQ/YbQ0QQgbVjscBYRQThDG6pqLrGmEU8cT6gE9+ewcvSvjbD65cNFOyPQr5/LMt/uxUFz91B9dyBt9/R513HK1cdrRzo+fxe9/Z5amtEW87Wub9d81StjXmZ8uUiw7n1tu4qXBimjpJkkwzYXVdRVFkXELhMgdFw7HPbmuQivlFLDOLOXipxHHC6dUmh5ZqWXnQy8j12B+eXWvS2ZfftD3w+eY56ZDc2NdKqasKd6WC5BsWC1d0QF+KP3qmxe8/tcsP3T3Lu49XD+T+GLrGHbcsZFlAGRkZGRlXTSZO3niCMGJtq0sxbzFT3ZuaCkLpgPSDiJla8bLj3nGcsNseMBz5FPIWo7EvJxirqRGoM8Q0dRq14gEDgRCC0dhntz1k7AaoCpRKOQo5k93WkFolT7WcQ1EUhmMZU+UFEQpyxLVeKTBTK+B6Ae3umDiWsW3nmkM+/2yb0y2X1Y7HD9w1w/vvbPCNsz0cU2W5YlO29ZclZ10BNJWpg9ELE4ZBzNCP6aeuulEQ46UuRj8SuEEkXYxBjB9JV2OYyPKfREw+SxfnBU5P9sZw9zIGwdBULE3F0BVMTcXQ5GdTUzA06dDMmRqOoZI3NRxDI2eq6Wd5ec7UXtYioJtJIgTtcchmz8cLE95yuMwfPdPi00/ukgjBfNHiL90/z+Gqw5dPd5nJG9TSsXT9vHixtOj84PYn9n86OJKtKFx0W50I5skF0QQKUSLojGWTeRgn3L1Q4MununzhuTZbfR9DU/nZdx3mUNXiT1/ocGQmz63zRco5E9PU5Di5KsfJlfQ2QRZrDUYehXRB4Wace98QcfKZZ57hQx/6EK1Wi1KpxG/91m9x1113HbjO9dgBibStW1UVcrZJzrHIOQZxLNhp9en0xsRxgpY6E/OOyW57gKpKccPzQ3bbAxQUXC9AURV0TcPQVVw/RAEs0+Dbqx1+7zu7rPd8PvS2Zd57zyIzNTlzv9MaMHYDZusFmp1RKrKUDpzob+32UBWF2XR8O0kSnjm1Tc4xCaOYQ4s1dlsDTEOncZ5A2emN6A88VpZq0radFvTUKnnKWenH65YoTji9uovvRxiGRt6x8IKA0ShAAKahSRt/lPCNcz0++e0d3n9XgwcOly9YyVrteHzumRbfPNebZoQsli3ee1udBw6VL9nImySCxzcG3L1Q4FzH49mdEQ+dqFHOmeiaxsJcma3dnhQlVQVd1+QqDenOWlNRVYVGrXjJDNc4Sej2xnT7Lo5t0KgVMyfWdcYPIlY32xxdmckavF8mrtdY9+4w4JFzfb652mOtuydIaircOVfg/kMl7l0s4rzIwPZECL612ueNSyWaowDH0Cg7OqrKNO/SMDTuvGUhK1vKyMjIyOCjH/0ov/Zrv8bJkyf59V//dX72Z3/2ktfNxMmbgxCCZmfIYOSzPF85cM4aRTHNzpDR2KdSzlEt5S6Z5R7FCc1UpMznLEauTyFnMVMrEgTRtISzVslfcJw/GRVvdYZymnGSuacqHFqqT80+cRyzsd2j2x+TCIGiKNimLt2UlkG37zIYeqiqnDLsj3y8KKZWsPn0yRZPbw15fmuAZaj88p87wWrX45ndMQsVm7pjMJM3KOUMSgUHy9JxvYD+0JfdFIkcg52U+iRxQpKOnTuWQc4xGbkBQgiifV0WSXJ1rdmaApquEUWJHIMuOZSLzlRw9P2QXt/F82XslWloCCHdrhOBKkmFSilIXlzUej0iRVoFRU0/T8TatIFcVVV0Q0VBZWcQsN51Ob074mjZZKVq8fc+8QwAC2WL4zM5fuzeOTrjECFgpmTgmGY6Lp+k8QE2fhAyGPqoKpSLOeqVAqapXfA3CaOY/tCjP3ARQClvUyramIaejuXLEew4SdJtSbob4zghCGOCMKI/dNOGdnHB7U+MAVEco6kqtmPSHYeUbJ0gEvz7r5zjTHPMZt/n7Ucr/I3vWuE763Ii8VDVJm/KAmnEnvidJIK5RomF88qcbwQ3RJy8Gq7HDihOEk4+v4llyI2CNEMiEQLT0Mg5JrZp0OmN6fRGxIm8vFJ2CAIZjtuoFeVqUXuAqiiM3QBNUzF0DVVTcL1QjqCqKt9e7WJoCksVmz871eUn336E+XoR1wtY3+7SqBUxDY2t3T6mIXPwdF1DCMH6VpecY07z3cIo4tlTO5SLDp4fcmhJCpSGoV/goOwNXNrdEYeWamiqSiIEq+ttSkWbajnLi3u90R+6nF1voWsaeUdmS4ZRQhDIEWxFgT97ocNnT7b4629bYqUqXbb7RclECE5ujfjcMy2e3h5NL79tNsf33l7nrvlLt9KPgpivnparMZau8j+9c4XZkoVl6limjkCWQnm+FCU1TSWOxXQlaBJaPTtTopC7cGVWCIHrh7S7I4IgolLKUSk5WdHNDWQ48mh29iIoMm4uL3V/+IWT2/x/P/s05zre9DJVgTvm8ty/Uube5SL5l9ggudHz+E/f3GQUJPydd60wkzenq/NJGsRtGtIxmW1DGRkZGRkAjz/+OKZp8ku/9Es88MADmTj5CsLzQ9a3ulTLualjcUKSJHT6Lt3eGNvSqVcLlyxmjeKEVntIf+TiWCZ+EGJZ0lCgqQrtniymyTsW1XLugtsRadyaLLBxCcMYVVPJ50wqxRw5x8Q0tGmRjuuHIEBRFUoFm7lGGVWBTm/McOxj6CphmDD2gmkGYKxq3Hm4ztef2+X3Httgu++zMwj4/jvqvPeOGX7182fQVYWZgsVSLcdfeMsyp7f7rLfH5E2VvKVRNHVMUyNJ9hXrApalY+oaQRjjh/JczLFMqpUchbyFSOSE58gNGI19gjA+4H67HDI+cJIaKMWoyeVXUnB0TZqu4nRabb/rbn+W5qSEVEGeH07cl7qmoevSUSeQuksQxERxfFWj7pqmYBn6eXdWPoYoSaRWY5voupxI9bxACnFJQhwlB1yhk2xEIZBGiomNECnOJUKgayqWaXD+Iejk3HO147Le8VjverRHAX/zwcN8+vFNPvn4NvMlk/mSxXcdq3JiroAXCXKmQhQmJMiJoGLBIgxjfD9EUzVs2yCOIwajYFpMo2sKmqqmwuje1yIVMuNIbtuObWKn+exxLKYiZDIRIhMpRk7+3oJ9gmtqVpts28D0NTW9fjqWHcUJYRSn595aWpwjP8Z+TJAI6gWLzzy1y9dPd1ntuMyWLH75x+/GsXU645Cjs0U0RUYnaldRkPlSeVWLkyBXeNq9Ee3umCiKMQydYt7Etk0QUqz0Azm6bZoaYzfE80IEYOjqdPR1tl4kjBKanQEqCmMvwDA0jPQFY5k6tqUzGPns9j3+w9c3ONV0+e5ba3zw3cdZnimxtdsjihOW5iq4fshOs49jTxqEFc5ttGWLWOp4nDQrFwo2nhdOR7w1Tb2gJGc48thuDTi8VEfXVIQQrG52yDkmMzehOSnj5SdJEs5tdBgMXUxTp1SwafdGhOHe8txzOyM++vA6tbzB++6Y4e6FgyKjG8Y8fLrHF55vT8swVAXetFLie2+rc7h2aTfuWtdjqWzxldNdvr0x5LtPVLljvkDekSHYm7s9kvQNdmIJTxKBqinpWIM6Fd8vlmnj+SGd3piR6+NYJrVKLiuAuok0O0PCMGZh9savimUc5KXuDz/z+Aa/8N+fQFXgttk896+UeONycVpMA3si4ovh+d0x/+pL53jfHTO897Y6mqrgmDqxSA8iY4Ghq9x+y0Lmvs3IyMjIuIAPfehDvPnNb87EyVcYQgh2WwOGY5/FucpFBcixG9DqDAmimFLBplLKXbSEMhGCbm9MuzfC1PWpYNOoFXBsg7EX0u2N8YNICo+lC4VKkGPjmzs9egMXVd1rItZUBcPQsEyDOI4Zjn2iVMRSJ0Jlev7c7bvScKTK8eeRG0yFOcvQqZQcLMtgOPIYjn1Obg7ojEO6boQfJfzQ3Q2+tTbg00/uMvJlQ/VfeNMCD52o8YuffQEhBI6hUbJ1/vrbl3h+d8zj6wNsQ45C3zab53DdYX0QUczbVPImpbwUPg881iSh3RnR7o5kTNxlDtMmp3P7m8rlZJoOinze4ii+6qZsODjJNrltTVOwTAPLlILr2A2m/QCXQ9dVcraJYxtpr4A87vT8UMaOxTEKUgidiG0g/3YTY1iQmltATJ2EYSQdgLqmyqIkS96+FNDHxLHAtnUQUnxtjwIeX+uz0fVY63q8+VCZd52o8Ut/8Dy6qjBfMlkoWTx4vIpIH7OuqeQcgyCMicIEoQgUFOlWBaIoQdWkQKerCmM3xA/l4zFNPS14TYuIUsdjGCWy8yF9sOo+jXZPqlWm5h05Wp1O8RrynNnQ5USvpmvomoqqqlOH7Pp2l1LBlsa8JGG+Ub6oOUAIQbfv0uoMmakVpqVUo7HPdrPPocU6iUiIooSxF/LMVp9jMzmeWO3ya597AS+MuXOhyD/7K2+6aMfK9eZVL07uJ44TWt0Rnd5o+scjVXrzjommqgRhzMj18byQIJRV9xM1XtdUGrUCmqbR6g5RFemcNE0Z6jp2A2ZqBQp5m3ZnyHdWO/zhyRa3NnI8eKKGbtssz+TZaQ5o1OWo6mCUtpvlbWrVPOc2OszWi9Nsve1mn8HIw7YMPC9kZbFKpzdGCJlhuX8jG7sBGztdDi/VMVJH5sZ2F03TmJspZm6V1zBjN+DU6i6mrk2Fv8FIjm1u9Hy+8FybH7xrBiFkKc2J2YOO2s2+vM7DZ3rTPElbV3nH0Qrvua3GTP7ibzZBOhb+xec7dN2Qf/x9x6jmTFRVoZC3mG+U2dzp0h9609fcZLVG09TpatVkzOP87Jnh2Gcw9HC9AMs0qJRy5HNmti2/TKxtdijkLSql3JWvnHFJfv7nf55PfOITmKaJZVn88i//Mu95z3suef2Xuj8ceiEf/cOnuG+5RNHee41NDniudoX+fM52PBCC5YpNxw1Tt6QcqYoTGdAQhFFWfpORkZGRcVmuRZx8KWWpGS8OP4jY2O7i2Aaz9dJFM6OTRNAfunT7LokQchy1YGOeV0wpsyUD2t2hbMdWpUhVLjpUy3k0VWE49un13akBqFiwKeSsA86sMIrZ3JHRaLVqnig9h3e9cDraLIUg0mOSPaQIJn+vquw5DqXYydRJCNKslHfkBJjrh7h+OB3TPvD409ta63gMg4gwzal64EiVnXHEo2sDvCCmN/K5d6nA3QtF/vmfnKE1CnDDBCHgn/352/jyqS7/8RsbOKmQ+YN3N3jvnXN87GtrBHFCztSxNPju4xUGfszOIEhbvbXrmvuo7PtnInglQlzVMaOikApnmnye0zzMvb+JmI7hTwQ3y9JT0VM68EQiGHsB/aGHH0QgZGfIRMB0bJNK2aFUsKcFS0IIWgOfZneEIRIeXh3w/M6QtdaY9Y7Lb/zUG3lqvcenvr3FfFGKkLfM5pkvye3UsQ1MQyOKE7abA3m+Kh+8NGMKKbJOzmUNXUvvr8LYC2UvSSIwTZ1KycYwDEAQRwI/CPGDaDrBm89ZFPM2hiH/Zpc7t00SKWRKd2X6OU6I4jj9LL/fjwBcN6BUcAjCEFColHNoqhQ51VTsnORJAuy2ZRzhZCGiN3Dp9sccWrz45JwQgq2ex7nWiLcen7mKreql85oSJycIIVdIWp0hSZJQyNsowNgLCcMYPX0Tsi2DIIxodYaMPanST56NnG2Qz1uMRj6qpuJ5IYahTV+wpYJNrZJnOPLZafXZ6Xt85DOnuG+5yA/fO8/xOTmavTRXQdPUqWJdKjr0hy5LcxUc20QIwdn11lQxnwiU3b5LHCcszB5UwT0/ZG2zw8piTY7QpiteQRizNF/JRJ0rINL8BJGIaa4D561inM+ejVqOECjpG9jNeK6FEKxvd2l3RpSKNp4fyuwR4HRrzCef2OVc2+Udxyp83+0z0zYukCuFT2wO+cJz7QOj2wsli4dOVHnr4fJFyzCEEDRHsnHsE9/e5nTL5V3Hq9y3XMI2dSrlHKWCTaszojcYy1UflTSbJc3xSFfhquUctUpejgQIuRMajeVYgxCCvGNRLNo4lpFtu68AkjTHd+kSq+cZV8dnPvMZHnroIRzH4fHHH+ehhx5ic3MT2754kdn1ypwEuTILV+eSlKvuatrUt0eiwH/8+gaPrw/44AOLvGFR7s80VaGYtxmO/TSuQR4oHT/cyFzOGRkZGa9DHnzwQU6ePHnR/3v00UdZWVkBrk2cnPDhD3+Yj3zkI9f1/mZcGiEEvYFLs33QYXUx4jhhMPLoDz3CMMaxDQo5i1zOQt8nMEZxQrc3opsW9gkhhZ16JT+dogqCiP7IYzjySYSYmorkOLfO2A3YbvZlM3i9eGBCQ45YR4zcgMFQuiCjML5gJFjXVSzLgMl4bSzQ0hHcKI4Jw2R63KSn5Z2mrjH2ZNHoZDR3cg44kTb3DrWU1KAhUDU17bDQUBQpsgZBJDWE9OkMhEKYwNCLKFgqFUfnq6c6dMch4yDGCxN+8r55vrM54He/vcPQlyU6f+6eWf7cXTP8+p+cxYsSCqYULf/KmxdoDkOeb44pmBp5S6NRMCnZ+kVzCV8Kk+dT09RUyFPSciJ5XGkacvxdTnoyFdeSJNkT2tLzcABdVVE1Bcc2KRVsOl7Mdt9nt++z0/f4i29d4bmtPv/Xp59ms+shhOAH7prlR++d44+faRIngkbRZL5ks1RzyFly23FsA8s05Fh/nDB2AwYjl1ZXdpLkbCPN/IxTN6fA0DQKOYtiwSJJBN2BS7/vEsUJtmUwN1PCsQ1cL2TsBjI6IN1mCzmLQs5Cv4ir+EYwMfnstgbMN0o02yO5aFC0SeJ9WZVJMs2wBPma8YIQNTXwyb+NoJi3ZcHORNw872vHNrOx7qvhSi84OfY9pj90KeQsapU8qqIwcgOGI3/6x8k5JghBfyTfZKPo4JvUZIXAD2P5YlQVTFNHCKhX8iQi4dnVNp99cpc/ebbFn793joduraGqKvVqnmLelitOA5f+0CVJSFuPdEQi2G725cqTEATpaKXrSzH1fNExCCLObbRZnKtM7bWTnI5Di/XXbEOqEGL6phZFcfp5L5fh/BffpZgG46rKviyPyX9e7BczFTInKylX87K5+ItbvplPdoha2hKvpy7D/Xh+yKlzuwjEdHR7e+Dz9bM9fuCOBuc6Lmtdj7ceqWDpe28WzWHAV053+crpLl13L4fyDYtFvvtEjdtmcxd9zfTciK+f7fHVM128MOF/+8FbZMObrmIYGrVKHkVR6PbGBGEsMywUpuHQk8eUcyxq5TyKAl4gV5kmeZiObcqDF+fmvMFlXDthFDMceVme7XUiSRIqlQpPPfUUy8vLF73O9dgfPv38Jn4YXX0OkKkTBBFRvK/1Ty5X8/OffIZbGjl+4o1zFCwdTQMhFObrJbbb/emBZBgmrCxUKWdO24yMjIyMy5A5J189JEnCbnvIcOQz1yhNp/0uhUhHd4djn9FY5u8ZuswTtCxdjuFqcnqx2x/TH7jTc6p8zqRWzpNzzKkA6AeRFH7cgCDNcJycM4zdQApPlkEYxdJxhyywLeStA+7LOE7oDaQ5yPXDA3mLE0ecoijyWCg9d5y4LONYHFjk1TUVy5IdF7ZpEMYxo7GP50dpRmI8HRGe/I7J12oq2NmOSRRGjL1Qipjp+ejEXYgihSM5Ymyhqgp+EO058tLyG8vQ2BqG9P2Y3jig74a850Sd55sj/uS5Dl4k6Hsh33vnLA/dUuPv/86T9L2IgqWRNzX+/vccYa3j8fDZHrauYukqtzRyHJ/J8fS2FLgsXcXUVJYqFmEsGHiRPNdTFCxdtnt7YUyU3ieBoOIYJIrKyI8JhcAPE/KmFEkfX+tJB2kQM/Jj3nfnDK1xxMe/tcXIjxn6EW8+XOavvGWR3/jSOXaHARVHp5Iz+JF7ZokTwUbXZ7Fqs1DLp8KjdGKahn5A+4iiGNcP8fxw6rJVEHhBRBDE0/FpRZExAcW8nXYgwGgcMBh5cro2kc7JfLpNeX5IFCfpue6eAPpyxxltN/voukatnGNrt4+qKhfEA16Mwchju9mnUsoRBCGKolAt54njPefrRFtJkoRKOXegPOtG8aoWJx893eLpM7scqjnMVRwqRYdC3p6+2exnoi63OiNANocV87I5LI4TRq4vxUo/nGZbhFGEpqp4fnRghURTFeJEBsYWChZJAn4QpqGn0BsHqTUX/vWfrfLgLVUeOFxmtpbHsaSYOBi5DEYBlZJDPm3t7vZllmAYRkRRgmMbhJEU3mxLnwpqhq6hqSq9gbvnTNNUBiOfZnvAoTSX8tWCEII4EYRhRBjGBFEsP4fRBRZmLc0INdLPE3Fvv21ZVS9vnb4Z7G/b2gu5TfaCfuN9H+nKxmS7i+I43Q73bu+JjQGfPdlkvefzlkNlfuSeWfLW3spMGCc8tj7gy6e6B1ySeVPjnccqvOuWKvWLjG5HsWBn6LNYtvl/vrKGAN5+tMwdcwVsS8cydAp5C9cLpGifNoVNkCHK0q5vGnuNZIqiYFsGji2zQS72mszIeD3w7/7dv+Nf/st/yaOPPnrJ61yPE7Knn9/ESw/SL4VtyZXdwdDF35dVqyjQdSO+szngu45W6YxDqjkDVVHSVXHBfKPE+nYPQ5ch4MORz2y9eFUHQBkZGRkZr2+yzMlXH1EUs9XsE0Uxs/XSNeXNBWEkex/8EC+IiCJ57qCkxxVSFAzx/ViaShSZBZnPyfHqROw1FE9KPZLUbRfHgjiWItO1nF9MzjcnBpfzx5elYQVgr7zTNKWIGSeyPdufnJtORMj0epNx8TiJSWIx6Wq55FTelZjE8uj7znPjRKTnxvsWldV0JBuFJH2M5z8uL0wYBhEjP2YcxNw5X2Bz4PP4+pAgTggTeMNKiTculvg3XzrDRs/HCxP8KOYXfvAWntoa8ltf2yAWcirve26r85NvWuCf/sHznG27qcgK//eP38mp3RH/5svnMDUVU1d56+Ey33/HDJ98YofmMMA2NEqOwY+9aQEBPLs9ppTTqTgmjbJDNW9OHZmKotDrj+kNPMolh3qlMBUhk0Sej/pBRBBE+GEkz0/TWDErnQz0/IjB2JsWs+Yci3LBxrFNojjG9UJcT+o2ExMUyG1U12Tuo20ZOJaBbRsXzVp9uRGTqbf5KqahsbnTQ9dVZutXfg8VQtBsD+kNXDRNpVJyXnZzyqtanPyH//lb/OnTuwAULI3lip1+WByZyXNioUSttNfyNXnzCqOYdmfEYCybw2qV/IEsvCRJGLlB6nL00kau8+3bB6mUHExDm2ZU2pZBqzPi62c6/NHTLbb6Pj/5xjkeOFKmWsqxNF8hCGJOrzUxDZ25RokkSegPPHKOyWDkEcUJ8zMlgjBmMPJYWaghEESpa80PI3Zbw+kbKMixzCCImK0XKeZlvsIrQRSSDV/R3ptIEBFGeyLXJAjXNHRZRGRomKn4+Eq4/9cTIQRRlExXw8auz3AsVwcn29coiHl8bcDZjstfvn+Bx9YH+GHCfctFzH0uyfWux5dPdfna2R6jIN3xA3fM5/muY1XesFjAOE+oFkJwcnvEI+f6PLY+4PiMw99+8NDUhTwReoGpOBxfJH9E1xTyOYtCzsa2Daz0b/da+3tlZJzP1Y6xff7zn+ev/bW/xuc+9zluu+22S97e9Rhlm4x1X4xSQeZCNdsyD+l8vnSqyyce2+Jdt1T5kXtmURQFxzaIoliuxlbybG730iIui1ZnTKloXzKjJiMjIyMjA+BjH/sYP/dzP0en08E0TfL5PJ/61Ke47777LrhuJk6+MgnCiJ3mgDCKaezrTXgxTApOoiiethNHUYzrBWmJrczs01SVnG1QLsnGazkirRy4HemKHJFzDOrVwotydQkh6PRH7LaG05zJRIipYeTVxOTpURRlGvGjaSqqoqBq+6b4FIVYJIShHGefjlfr0mhiGBpCyL+7oijkbAPbNIiShHGa+ekHl5/UURR5bu9Y8mcF0nwTRXsL4/unB3VdRVWkyStOBMORh+eH5Bxz2ji+37Ak3a+6fFzsCbd+EKVt4gKRujp1XaWYswmjeE/TSYXjyTSkaejkcialvI1tH9SNXg34QcTaVodjKzIXcmO7h2loNOrFq/r5MIrZ2O4yGvssz1cpFS9dkHujeVWLk7/66af40tPbbA+Ci75AFGC2aLJUtljaJ1ouVGUegWnIjX00lnkBubRdSo66yeAEJ3V9hXHCYOAy9gIZ2JpusMm+DXwyHp6k4pOqSoXedX1e2B1TzFvMF03+3Z+d4S2Hytw2l6dRK9EfuuQcAz+I0dN6ecPQaHelA24yTtvqDDm8VD8wDiuEYCMNC55vlOTo+Mhla6ePYxvT1RNd13BsI23RMm/I6HeSyDBYz9+zoE/eSFRVwTT01IKtY5r6BTua1xKTne9+MVa+ke9ZpMN9b9JCCMJYYOoqv/m1dR5Z7XOikeNNyyW+69jBsf72OOQbZ3t8/WyP9Z4/vbya03nH0QpvP1q5oOAmTgTP7IzQVIVbGzl+48trrFRt7l8pMV+SVnZd19A1DSESFAX8ID6w+qYoUMxb1CoFink7G8vOyLgMX/ziF/mpn/opPvWpT3Hvvfde9rrXwzl5MXFSroDm2Nrp4V3kQNI0NP7LNzd4ZnvEB96yyErVppA3CYJYHuQrkLNNdtsDCjmbYsFmp9nDMg2OH559zUaIZGRkZGTcfDJx8pVNGMbstAd4Xki1nKNSyt2w88nR2KPTHzNKpxEnrch52ySXt3AsY1o0Mhr7tLojhDg4GXk5gjCi0xszGHmytLaSR9fUNMNSTu9NxoIn57NJIoU8+ZiV6fn/nhYgUqPHpBz0wt97fuP2i0HZ/8U+d+ZkXH0SGzZx/6n7Jgv1VAzU0inEyQ2FYcTQ9XHdEC8IZQu6mDhAxT4hT+odk+KaSXb5ZLJRUxWiJNkXkSeLgM4PAZ04Q6ekz9/EFaqq58WuTa42MYtd7HmZaDPT8X3Ztm2kZidVhTBKEInASCcDi+nE7WuBdndEGMbMNUrTzgrbMpipFq76NvoDl7PrLeYaZRq1wsui07yqxck4jnnu9A5DL2Sz57M5DNjs+ax2Pc61XPrexUfcLF1hsWyznIqWE/EyZ+5ZdSf5eZNR6omzT09LAEZuMF31Sd8bpqgqVEs5TNOgP/TwvBBVlW9EbhDzpdM9/ujpXRxD5X23z/CWw2VUVWFproLnh3T6Y2aqRXKOwW5riKar5B0pKm7v9jm8VLsgbHW3NcD1Q1YWqiiKQhTFnF1v06gXKBUcwnRVauzKlanpKkGamXA1tvjJqHIUxdNiFt+P0tZzMX1TNA1djl7rmnxz2Xe7Csr0DWma/Tj5Ps2AnKycvNKFy4mlPAhlhoUfhAThnstWuj91YpHgpQ1fcjVH/nwQJTy5NeTp7RFPbg65dTbPBx9Y5IXmmLmiScHae7McBzHfWu3z9XM9ntsZT7c3XVW4Z7HAO49VuWMuf8FBQt+L+OQTOzy2NqBs63z/HXXeeqQy/f/Jtq2mAc+TBvsJcuVLY3muTLl08azKjIyMg/zpn/4pH/jAB/jkJz95UXfI+VzPQhxFkU7J2XqJ7Waf4cjjfOOzbRt85jvbvP1ImTgGx5AHrYtzJbZ3BzRmSozHPrqu0Om5zNQK2KbBdlNm2Rw/PPuKHG3JyMjIyHj1komTrw7iJKHbG9Ptj3Fsk2pZZgDeSKIopj/0GIzkeXWcSNFLnWb7Kygo04ZjXdewLWPqgBNCnrd5fpjmVCoYhnpBi7KmquipoGUa2tRUo56XK5jsc+p5vhxfD6IYhDz/m2QimqYOSerGnBTvToVMeVuTyTUhBK4nOzEmmYcgXY+TJun9ss30HE6dnMPJWDQUBcvUpFZwwAkqpk3l5zM5754IjyoK6T1OI8om35G2hSv7nJryeZvki9qmMTVa7WcyNh2m8W3SxCOLZbwgmgqnk1LHyX2W4/ykoqYio93Sc2zL0jENnSCMaLb6+EFMseBQLFhTjQJkJmnOMcjnrJuSm/hyIEuW28zWi+QcWbq8utmhmLeplq8+G94PIl44u4NlGiwvVG+6ePuqFieTJOHk81vTxqgkEYShzK7QVJVIUekGCasdj+c2+zy7NWC17RJd5EUJUMsbrFRslqs2S2WbpYrFQsnG2Fcpn5y3FCK4+It8gqqCbRpomkoQSOFqUhX/9O4YgHfe1uC3v3KW4/Uct83mKOYtPD/CNDUqxRz9oYdjyzbjSinHxnaXQ4s1+Ya3j25/TLs7mmZOJolgdbMt281qB229URwzdgOGQ4+xF0xFNVW+O+29iUFqi06XZlKbuLJv1WPyZsbkvw98cSHTN+P930y/PLi0st+iDjLbY1Iso6sqhi5XauRH+nW6gvNSsyfjdOUnCKI9EXK6s9hbkTFN+cZoGhpRkjAc+tOypSRtwU2EoDkMOdN2eW53zLtvqVK2dX7jK2vc2shx90KBIzXngLg4DmKe2BjwrbUBT24OD2y3Jxo5Hjhc5k0rJfL7RPWJQ/KR1T5vP1LhUNXmc8+0eNNKiYXSwTEM5bwVtwmGoVEu2IzdgEa9SCUTJTMyrokTJ07Q7/cPuB9/+7d/m3vuueei178e+8PnzmyjAAuzFdrdIZ2+e8G+yTR11jou//bLq9i6yl9/2xLVnEGllANkLvORpRl22gNEkjBMxzs0TWV7t0ci4PBS/ZpypzIyMjIyMq6GTJx8dSGEYOwFdHpjfD+iWLApF52bJmbEcSKLT1J34+QcbXL+GkUxcRyn5zBSyMs7JvmchWFIw9Hk/HW/MzDZ3w+Qfpaj6Hsj0IqiTIXLSTHLJCfxagmj9Fx87ON5IZqmUsxbFPL2PlFVMBj5dPtjwjAm58hGa9vSCcOEIIymk3iT+zkRTJNEyGJTQ0fXFJTU/DO5/xPOL27V9dSQpWvT8+zzS18mEWUTl+lEqA0C2ZsxyXCUv4wD5T8KTJ9XmUEqReBpvmb6YegT1+PEESm1n0kxbhBG9AceXhACEwHSxE5FYedVOJ79UomimDPrLY6tNNIcVMHZ9Ra1cv6aRrVdL2Btq4umKuQci9mZ4vS1cqN5VYuTYRjy5HNbBy5TFeXAasR+FEDTNbp+zGrH48zuiLPtMasdn9YouOjvMDSFxbLFcsXhlrkCd61UufNQhbJjEsdJ6pqLGKcrHWEYXzb8Vk090PuzLJJE8Acnmzx8tocfJbzreJX339UA5KitLFBVqBRtgihhbqbE2maHpfnqBStVYzdgfatDtZIjjmRV/GjsT98A9p4M6VjUVBVNV+WKUCqcTgTeifhWyFmUiw45x7xg5eh6M10lma6UyM+Tjyjea+mO4jgNRd7beUzt5/tXl5Q9x+ZeW/YkdwMEezbwJF2JmxS9GKnoKMVHHdOUb9BJInA9n97QYzT291rUEhm2vDMMWOt49LyI995W59NP7vLHz7Y5XLO5pZHjbYcr1PIXrjIOvIjH1wc8uj7g6e0h+/uAFssWbz1c5i2Hygd+NknkiMETGwN+82sblB2dNy2XeMfRi/+O81EVcByT2XoJ29LZ2u2jayrzjXI2up2RcRO4HvvDKIrZafVptkcHGiY1Nc2PjAWndof8yh+d5ofvmeVdt1TRVIWVhQq7rREocGRlho2t7jQP9/ihBokQ7DQHBGHEfKNMrZK1uGdkZGRkXH8ycfLVixCCwdCjN3QJghjHNijmbXI586a2GUdRzMgNGAw9XD9EUxUMXSWKZaM4yOZtPRUnJ2KZokwMMXvZ+9OiVU2ZCmUvRuiaGJMmY+JjVzaa65pK3rHI50xsy7iqCUbXC+gNPMZugK6rFHIWhbx0A57/80mS0OwMaXVGslzXNmhUC5SKzk0V7KK02bw/lPcbmHZMkDpaJ+f95zOdYN1XeOsH4bQVPmebLM5XyNnZovmEbn+M6wUszFYAqROcWWsyWy9RyF99Xmx/6NLpjikWbNrdESuLtZuy8PCaEycvxv6X36Ue7DiIWe95rHd91rseaz2fjZ6HH138J8qOznLFZqUiHZYrFYe5kok2yZm49oeDEIJzHY/mKOT+lRK/++1tAN6wWORI3TmgWE9GySdvpBf7M2qaiqlr6IaGSAOHa9U8qqIQRglhGEkLOqBrmgy8tU2ctI1qUgw0HPm4XoCiKAfyGV7pKxFxnEyzL70gIkjt3fG+VbX9jyBJw3P3M/0ufX6TfaKyF8Zs9QO2Bj5b/YDb5/LcPpfnH/zuM6iKwlLF4vhMjvff1SCME/RLODl3hwFPbAx4fH3As7vjA8L6fMnkTcsl3rRSYrli7z22RPBs6pB8fH3A//r9x1AUhaEfs1i++BuPpqlT8VdV5Q5tYv1OEsFOa5C+mZVxsjf5jIybxvXYH558fjMdVZJo2iQz2eDxs22GXshts3n6XkTZkW5JQ1flwbqicHixxtpWh+HYJ0kEtx+fJwgitpsD/CCkXHRYmq9er4eckZGRkZFxgEycfG0gRbSQ4chj5MpeB9vU5TmmZWBbF45JvxjCKJaxWX6I5wWEUYKuS8GvkLcueq6apALfaCyjzpLUjDNxQBqGhqFLY8rVGjQmRhpp8JHTdmEkJ+8m5a+TMXPHku6+62H+CCMp+g1H0iSj74uBc2zjwHMchjHNzoBu3yVOEkxDp1rKUS45133MWQgpBA/HvhQR4wTb0ikVHfI565odeHGc0OqO6PRGBEGEbRnMzhQpFW6uyPpq4ux6i0atQM6RmkCcJJxZbbEwW76m6admZ0gYxszWi3Lc/yY8369qcdL3fU6+sHPd7tP52ZGTUdz1nsda12MtFS6bo/CiP6+rCgtli0NVhyMzOY7M5Jkv6Bjn/R0nrrxphsIleG5nxLfWBnx7Y0AYC/6P999CECckAkr23huJmjZiKYp64BFEUYyqyNUfocgcjiRO0A0tzaLQpZiaZnScvylMsiwmNmuZZZnIoNwwwTQ1SgWbYt6+IAPzRiOLZcTUuToZuw73ZT6qqrpv7Fqbjl5faocYxTGuK3emuz2XnZ6LqSmUHZ0/ebbNZt+nNQrpexH/6HuP8s1zfX7vyV3miibzJYs3LZc4UnfwowRLv/ROJ4wTnt8d853NId/ZHLI9OOjaXanY3LdS5L7lg6PYE0fmQsniP31zk2d3R9y/UuL+lRKLZfv8X4OuqzInJM0ysQyNaiVHrVKY5sUJIWh1hnQH7rThPXujz8i4uVyP/eHjJ1enru+F2TL9gUcCfOyr5/izUx3+8psWeMvhMgqwslil3R2njsqE5YUqa5sdegMXVVW44/gCfhCxudNLG7tVjh1qZO8NGRkZGRk3jEycfG0ihJiOGrteiOeHB87VJqO7E5eigjI9m53kFE6m5MIomRpG9gt+dmqseTFMCl33n0sGYUySJFf+4ZTJOLSpa9OpO8N48W7LF8PENTppPk+EQNdU7LTcd5KBKYSg0xvT7Y0JwhhFAcc2KRedqQvzapiUvwaB7KJw/UBmXgK2JfMd8zkrzZG8epI0VqjTG08XzB3LoF7NZ1FjV8n5490AUZxwZq3J8nwV27r6jNiN7S6WqVO/hmKdl8KrWpwcjUY8d7Z9ne/ZlfHCmI2evydYpo5LL7r4m1jJ1lgq2yynLsvlss18yULXFHRNQQhlr83qIohUJJ0rmXz1dI+PfXODWs7g1kaOh07UWKrYxIlAu0Jj2v6MQWX/Bfv+X1HkzmGSDzHpylLUycj8Xh7lZAxahuTK8UHD0KcBxJNynEmux0TgvBomO6O9rMcLxUdNU6eCozndEegXlMIEUUJ3FNBzQ/pjn5JtULVVPvmtNTY6LkMvYujH/Mzbl3hsfcBHH14nTgRFW+cH7pjhoRM1fv/JXVRFoZ43qOeNC5ysV3os24OAZ3ZGPLU14untEf6+bUVVZIbk3QtF3rhcpFE4uKLx9PaIR871eHR9wFzR5O+/5wiJgLxtyJ3nRTYcRZF/Y9uSYbaObR547oUQ9AYuzfZQCpblfPZmn5HxMnF9nJMblEs5DF2T40xewC9+9gVsQ+OvvnmBWs7AcQzytjVdNY+ThMXZMuvbXdrdEZahc+uxOfwgZn27g66qeEHEiSOzWcRDRkZGRsYNJRMnX39MchKTJJFRXecJgkpqspmMWt9Mse+1QBTFeGlUTxBE0xiyCZNcwqkgK0QaJ6di7DMzkZqCzjczGek5uG0Z08nLa/n7TFy2/aHLaBzg+QGJkAW7xbxFvZrHtrJpvhdDb+AyGvsszlWml4VRzNm1FoeWatckQp9dbzPfKF2TqPlieVWLk+PxmGfPtK7zPXtxCCFojcOpu3K967He89kZBBcd8VYVWCjttYUvV2yWKxYl+/Lj0poKYSw41XR5bnfEXfMF5ksWf+93n2G2YLJQtjhSc/i+O2boeTEJCnlDQ1NiCvusvUEYoSgqRioYToKAkyRJv96X2bjv0zQ2eJLRkbajMWn0SgRJMhHHlDTv8cIx90nmZiTk/cmbOuMgoutGRIkgjAWNkkWjYPGdzQFBLJAT9grfe9csT2/0+dJzLdwgxg1iHjhc5r6VMr/2x6fYGQT4YUyYCP6vH76Vr53t8V8e2SRnauRMjYdO1HjH0QqffnKXIE7ImxolS+eBw2WCWBDGCXlLe0nW5eZQipHP7Ix5ZntE77zm+JKtc/dCgbsXCtwxn8cxDpbaPLc7JhGCO+cLfPThdRoFgweOVLh9sUx/6BFfommtWspRLtrstkfMz5Yp5A6OeAsh6PZdWt0hpYLDTDV/w3NEMzIyLs/12B/GScLqRpuRF/LFZ5q842iF1iigljNQVYVapYDnyZKr0dhH1zRmZ4qsb3ZodkcUchbHDzcIwpjVjTblosNue8DxQw2sm3AwkpGRkZHx+iYTJzMybh77x9EnZqNJGazrR3ienzpI05budKzXMDSstIdBT7M4dW1vDH5y+jzJ2gzDmCiatHNLs1EU7d3uxN2Zd0wq5dxrtk375eDceot6tUB+nx7gBxGrG22OrNTRtatzG08a5W8GmTh5g/GjhI2ePxUr11Lhchxe3GVZsDQWyxbzRYuFksV8SY4MV5zLi5aTzMzNXoCmwncdq/LZk02+8FybYRATxoL/+d2HOD6T41c+fwZdU2TZT8niA29d4utnujyxMZwKie+9rc7hms1HH16flslUcwY/ef8iXz/d4WtnukSxXEV57+11bp/N83//yRnCOJm6Dv/Og4f48qkOnz3ZIhaCKBb8+XtneduRCn/vE88wCqT1u+Lo/PIP38pXTnX51JM7GKqKrim8744ZHjhc5t9+ZQ0/kpmNOVPjgw8scrbt8sTGEEtXsXSVYzMOyxWbF5pjFJheXs9fOWD4pRIngvWex6mmy6mWywvNMa3zRv91VeH4jMNtc3nuni+wXLVlcxl72aFDP+Z3v73DY2t98qbGe2+r887jl854swwpLgxGPpapM1svsdse4vkhywuVA284UpQc0+qMKBUzUTIj45XE9dgfnl5t8ujZDh/9yipLFZufefsShiajLXKOiaoozM9V2NzuUshZ1KsFVjfatLojKkWHIyszBGHEufU2szNFVjc6LC9UKV9Du19GRkZGRsaLJRMnMzJemSRCpDFqEZ4X4qV5mvE+YXOCmPyTTmGqqjKdoDQNA8fWcRwT6yIlPhnXlyhOOLPa5NihmQPn/WMvYHOnx9Hl+itOD3hVi5NBEPDU89vX+Z7deIQQdNwodVim4+E9j+1BcMnRbltXmSuZUrAs7omWjYJ5xXFukKPNatpEdqo1JooFYSKwNJXb5vKcao451/Gm179roUA9Z/CnL3Sml+VMjQcOlznXdlnr+qgqaIrC0RmHmbzJExsDmXGpgqmpHJvJ0XMjel6IpsgR9pKt4xgabhijq8olS2JeqQgh6LoRqx2PU60xp1ouZ9vuBcVJqgJH6w63zea5bTbPsRkH47yxyCR1SD6y2ueNy0Vum83zByebvHGpyGLZmj4vijKNV6GQt5hvlMg7Fv2hx25rwMJsGV3XWNvqUCnlqJX38jgmIcL9gUu56FDPRMmMjFcc12N/+B/+5Bl++6ur/IU3zfPmlRKqomBZ0jU5NyMb+s6tt6mWc1RKOc6uN+n0XGaqeZYXajKfZq3F0nyFM2stykXnwChIRkZGRkbGjSQTJzMyMjKuL72By3Dss3TeMf1g6NHqDjm8VH9FaTGvenHy5D5xcjJ2/LI8oOtAECVs9n02ez5bA5/NfsBW32d3KPMXLoamQqNgMlswmSmY+742mMlfnXCZcXGStIBmteOx2vVY7chipIEfX3Bdx1A5Wnc4Wnc4Vs9xfCaHbVwoAk6yQZ/ZGfH/fGWNnKlx/0qJdxyt0CiaB8RpNRUlLVNnfrZMuShbyeI4YX27i6YqzDdK9AYend6Y5YUqlimt8H4QsdseEAQRtUp++rMZGRmvPK7H/vArj50hSoRcALJ0EgGObbA8XwVF4exai7mZIvmcxanVXQZDn4VGkblGhShOOLvWZHGuysZOF5EIjh/OCnAyMjIyMm4emTiZkZGRcf05t9GmXskfGO8G6PRGDMc+y/PVV8wx/6t6qH+Sj7ifV6swCWDqKodrDodrB8fooliKZNsDn82+z1YqWm71fYJYpN8HF9yeokA9Z9CYCpcG9bxJ1dGp5gzK9oXlMa9H/Chhe+Cz3Q/YGsjnd3vgsz0ICOMLtyhVgfmixZG6w7G6w7EZh/mSdcmMyihJeGpzxKNrfb69MeQfvvcIy2Wbv/vdhzlcczAMHc+PphmfCrJpu1YpMFsvHiii6A1cdlsD5htlbFtnbUs2aB07NIMQ0O2P6fTGqKpCo1Yk52QhwhkZrwdKjmzezjkmURSzMFumWs6n4ddNFmcr2LbBs6e3cb2QpbkyjXqJOEk4u95iYbbCYOTi+yG3HZt/xRykZGRkZGRkZGRkZGS8OBbnKhcd75bnCQnbzT7zjfLLeA/3eFWLk6qq7hNuxLSJmrRsZf+51QGJSby6RExdU1gsWyyWLe7bd3kiBN1xxNZAuivlRzj9OowFzVFIcxTC9uiC21UVqDgG1ZxOLWdQnXw4OiVbp2jrFC0dS391jV6fTxAldNyQ1kh+tMeTrwNao5CuG13yZ01NYalis1KxWanKz4tlS2ZaWgZhGE23wf0tc16YsNb1uKWR4xOP7/Dc7pj7lov8g+85wuF6HscxqbkBQRARxTKfUlGgXHCYa5Rw7IOiYhjFbGx3MXSNY4dm6A89zqz2mJ8toakq69tdfD+iXHRYWayhZ826GRmvK6plh27fQ0Xh1qNz6Lo2zZBcXqiiaypPP79FEEasLFSpVwskQnBuvc1cvQgIdpoDjh9uZM3cGRkZGRkZGRkZGa8BdE1ltl5ka7d/QWTTbL3I+laXVmdIvVp4ee7gPl7V4mQURcTxxYtlgEvmN75WUBWFWt6glr+wSVUIQd+L2EkFy2YqWLbHIZ1xRNcNSQS0x1KsewH3kr/HSLMii5aWftZxTJWcoeGYGo4x+VrFMeT3li6bwA1VuS7uTCHEtMXbDWPcMJFN3WEy/X4UxPS9aN9HzMCL8KJLbyMT8qYmczyLFnNpnudc0aSRN1FVBU2V+W0IOTIdJwmeL0XFRMTTbe1rZ3o8strj6e0RtzRy/N3vPsxfun9h2nKlqopsK+uPpyK5okC1nGNprnqBKCCEoN0d0e27LM6VMXSN1Y0OqJBzTLZ3+9iWQb2Sv0DQzMjIeP3gehGNWpHZmSKw18a3slhDCMEzp7aI4oRDC1Vq1QJCCFY32tTS946nX9hiYbacvY9kZGRkZGRkZGRkvIYoFR06/TFjN7hgsnJxrsy5jTa6rr3sRZivanHSNE3pjkyFoVeSFhknUhwceBEDP6aeN5gvWXzu6RadcYgbxgSx4G++Y5knNgb8t8e3iRP5c999osb33l7n//yj0+wMAvRUHPuFHzzOmZbLJ7+zS97UKJgab1gqcu9Sked2R5iaykzBJG9qKIpC2TEoOwYnGhfevyQR9LyITipOdsby644b0h1HDHwp8AWxFAQnrsMXg6rIghxDUzA0FU2VLdX7zZjKvi/iRI5CT0p7olgKky8FS1eo5UzqeYNazqCe3/toFEwK1oUvBVVVpqPaAoHrBge2sUQIVjse39kcUrQ03nVLjc2+xz1LRX76bcsUTBVQSIRA11R0TSOM07xKAYqiUMxbHF6qX9Sp5PkhG9tdinmbI8s1dlpD2r0RhqZSyNuUSw4Ls+VXtas1IyPj+nDLkdnp164Xsr7V4dBSDdcNWN3qEMcJy/OVqTC5vt2lkLcoFWyeO7MzbfDOyMjIyMjIyMjIyHhtsTRX4cx6i+OHDubKK4rCymKNM6tNdE29IJvyZnJdxcmPfvSj/Nqv/RonT57k13/91/nZn/3Z63nzF6AoUjwS6XOrpPa1veQ+kYpeCgIxdbcpivxQFQUhmGb9aZqKrmtoqoqqQILMtYyihCQRJEIQxwlDP6Y9DimYGo2iyae+s8tmz6frhrhhwv/6/cf4xrke//VbWxQtnaKt8dAtNeZLFgJBwZY/5+gqQgiO1h1++oGlVISEYiqU/a3vWpEiXSKIE4GuKsyXLL7/9jqjIGbox1i6FLW+errHc7tj2uMAS1P5P3/kVnYGAU9uDVkqy1HkiqNPN0RVVaZj3Mcu8xz7UTIVWfu+dCIOvAg3TBiH8dS9OA5jvDBhnH6/X0xMBHhRghcBXFgmc63oqoJjpC7NfW7NnKlRTsfRS7ZOydbSzzq2rl4g4u1vwb7YZSIRRPvkSFVVSFAwdYVm3+OffvY0mgJ3LxY50cgB8KNvmENTVSxLw9A0/DBGU1X8MMQPQjRNRVEVDENnZaF60Rd/nCRs7/YZe3Jlozdw2W71sU2DI8t1craZCZIZGRkXZewGbOx0ObRUo9Mb0+oMiWPB0lx1Kj5uN/uYuka9UmBju0scJxw6UnuZ73lGRkZGRkZGRkZGxo1A1zXqlTzbzQHzjYOlY6qicHipzum1JisLVSzzwsncm3Ifr+eN3X///Xz84x/nl37pl67nzV4SIaRgePDCiTh58F+FvSZvKUhCMhEvU50nihOiOEEIONUcszUIaA4DOuOQn37rIo+tD/m3X1lDU6CWN3jfnQ0WazmqBYvZkk29aFEvmMw3ivz4fJW/9F3H0Y1U7Ezdj/fcvoSqXF2GoxBSlIzjhCRJ6A9k5Xs1L624SSLSxyP44AOL08t6XoShqcRCsD0IeHRtwEbP5/13zfB9t8/w+0/uUnEMlisWC2UL4zL5Ypau0khbwK+FJJGuxzBOCFP3ZRgn09Fs+VfZs7yKyd9KgKYqGJqCriromoKhqunn9HtNRVFkfoJl6mi6CkIhDCPCKCZOBCIRB1yOk2d7/2WTTUdT5d9jsi2pqoKha6gK+GHEWtvj4bM9Tm4N2ej5/E/vXOHO+Tz/87sPsVS2UFUFy9SplfNUK3miKObMWgvf90mEQFNVCnkLP4hAQLFgM98oT8fdhRAEYczY9Wn3pN3aNDSKeZs4SlAUOH6okY1bZmRkXJbhyGe72efwUp3NnS6jcUAUJyw0SszUpDDZbA9JEsH8XJnhyKPVHXH7sblswSMjIyMjIyMjIyPjNUyllOPMWgvPD7GtgwKkpqkcWqxxbr3NkeU6uq7d9Pt3XcXJe++9F+BAC9CNZuqGZE94koKjzPebOOEmYpWmKgigNQpZKFusdz3++JmWzGQchTx4os5Pv/MIH/92kzARLNfy3HnE4e7blrntloQfe+cJirZ+4ETujlsWbshjUxQpxk3KTRzbZK5RYjSWJ6C2ZVCv5hm5Af2BS3/oAVDNyQ3t2EyeW2YLWKZOIW/THYzRVRVdV/n2xoDff2qXRMAv/tAJnt4eca7jslKxWa7YFO2XtmloqoKmKTiGlv5BBCK59tF7RZE/rqjKAZejEEKKyW5w4A+vkG5/mhyRF3v65yVJhJD2TgV6bsSplsup5pjNvs/ffucKzVFAIgQ/cs8stzRy2LosYjoyk6NRK9KoF0EIdltDnnlB5rqpqoJjGdQrBbqDMUEYo6oq9UoOUNhp9fH9aFqgo6oKnh+mI9x1PC9ka7dHpZRjeaGaCQcZGRmXpT/0aLYHLC9UOLfeIopiojhOcyjl6mi3P2bsBawsVInjmNNrLQ4v1TCMV3XCS0ZGRkbGK5Sf//mf5xOf+ASmaWJZFr/8y7/Me97znpf7bmVkZGS8LlEUhaX5CqubHY6tzFygMZiGztJ8hbPrbY6uzFyX7pBr4WU/I3nssccoFAosLCywsHBtIp+qquRsExA4jkkhZ5NzDOJYMBi6rLVGbHQ8SnmT2+aL/Os/OcUj57q0hgHVnMm/+Wv3cyiX49gg5l21HEvVHIdm8pQcg1/8S/dd8Pt0TeXljQiV5HMWxw41GIw81re6mIbOwmyFI8s6g6HH6mYbgCiOiULZ9DwaBwgECgrvu30G+40GcRTjhTGKomBbOqNY4fefbnOmOeJn3rHM3fMFfu/JXZbKFssVm9mCedUb6MQFKV5iNbqY/Hh8FTeSXje5REnSxCU7yZH0ooSNrs9qz6OWM3jjcol//WenUVWFW2ZyvPNYlUTAPYtF7lmUJROqCqoiBV7L1On2x2w3+yTpGLuigGVq6JpGEMasb3cBgWUa2LZOFCUYhk4xbzNTMxCJYGu3hxCC44dmURTY3JbfH156eVYsMjIyXn0IIZhvlDm33kYAYZRQLeVZmC0DMBh6dPtjDi/VURSF58/uUivnKBVeCXu1jIyMjIzXIg8++CD/5J/8ExzH4fHHH+ehhx5ic3MT27Zf7ruWkZGR8brENHTKBYdmZ0ijVrzg/x3bpFEvsrrR5tBS7aaapK5JnHzwwQc5efLkRf/v0UcfZWVl5ZrvwLvf/W4APvzhD/ORj3zkmn5WVVVWluustcc8sdHj2Y0N3n1Lld2hzy/+wQsIAQtli/feOcd9R+r88FsO8VcePM5KPYdj7j30Ewvla77frwSKeZti3mbsBmzt9ECRdfC3HJnl9GoTVZXZAd3+mHZ3RJwITF2blrsoChi6QpLAsZrNsZqFwgwocgQ9ScfPv3K6y2rHY6li83cfOswjq31GQcxKxWal5lArWARRTBILVE1BU1UUVbpV41gQJwmJEAghpiP118rkJaGooKXOXIH8HSjSISuzQhU0XZ0KkIqikADtsWwuX2u7vP/eBc61RvyD//YUc0WT5YrNm1dKJELwT37wBHEcE6ViqKGrOI5JHCdYps5w5KNpKlGUMBoHsjQnHQufmylSyFm0u2O8IMS29KnbVTvPTRzFCTvNPp4fMt8oY9sGzfaQwdBjrlGi8DIG0WZkZLz6UID17S4CiKKYQt5ieaEKyBzK3faAI8tSmNzY7iIELM1XX9b7nJGRkZHx2uYHfuAHpl/fc889xHFMs9lkeXn5kj/zUowrGRkZGRlXpl7Nc3q1SbnoYF5kgqpUsAnDiM2dHotzlZt2v65JnPzSl7503e/AF7/4xekO6FpJkoR/8LFvcmp3zELZYqnqkMtZvHmhyn86Ns98xTng9HvTy1yNfqPIOSaHl+v4QchOa0AYxszWi4zGPi+c3eXoygwLsxU8P2S3NaA/9FA1BdPQCaMYQ5cj03Ei8zYNVZUFQnHCT9w3j20ZWKZBKBICN0BB8NzOiC8822Z3FPAPv+coeVPj449uMVuymC2aHKo63DKbww0S8o5JNWdimbrMctRUNFVF11Q0TZlma4ZhTBTFBFFMGMVEYSLdn3FyoLTI0DVMQ8M0dCzLIE4EhqESRYIvP9dkdzBms+tSyxn82JsW+aefOsnJzQHzJZmxubGbp2Sq/IufvAMjzZeMY1l8FJGgayrzjSJCCNrdMa4bEicJQRBN77tqKiDk6Hi9nKNScthtD9nc7aOpSnob5QuyHJJE0OwMGQxdZuslFmbL9AYuG9tdatU8xw5daK/OyMjIuBJhnEBa2maZBoeX6gB4fsjGTpcjyzOoqspwLHMmb1QcSUZGRkZGxsX49//+33P8+PHLCpPw0owrGRkZGRlXRlEUFucqrG91p+aF86lXC2zudGm2h9Ps+hvNyz7W/cY3vpFSqXTlK14ERVH4P37iDZQK9k3NuXylYpkGKws1ojih3R3hBRGFgs2pc7vUqwUW5yqsLMpG1olQ2Ru4BGGMpqkU8xajcUAYx+iaytJcBcs06A9dhmOfOE7QdZWH7pjj7cdqJEI6C8M4pjcKuW+5SHMU8vzOiLEfcahi8VsPr/ONsz0sXaVgafwvDx1GVeDjj27Lxm1T49hMnu+5o8HDZzpsdH0MXUVVVX7ojYvYtsl//MpZwlgQxDHLVYe/+NZD/NsvvMCfPLXDwI/ww4Rf+OFbqToGn/zGKrWcQS1vULNMmu0h/693LKNq0k0ZxjFRGJPEMZamEicJfhChKOBYOrquTUVJQTIdT8/ZJgKBoWvkcxauFyKEoFEr0O6O5Xi9qYOAmWqBQv7guEqSJLQ6I3oDl3o1z7FDDUZuwOnVJjnH4tihmWwbzsjIeNGEYUSSCHRNnS5yBGHE2maHw8t1dE0ljhNOr7Y4mn6fkZGRkZHxUrjaqbrPf/7z/MIv/AKf+9znrnibL8W4kpGRkZFxddiWQc4x6fTG1Cr5i15nvlHm3Eabom9hWTe+wVsR4sUM2V6cj33sY/zcz/0cnU4H0zTJ5/N86lOf4r77Lsxv7Pf7lMtler3eixYnMy6PEILByKfZ7qcjyCrHj85in2fdDVLLbq/vytIgTUFBugI1TcU2dXKORd4xURSFkRswdn2SRBBFMYapsTBbQddUtnb7xEmCbeiMvZAgjAjihKEXMfAi5ksmfiT4zsaAcRDjhgmNgsF9yyW+cbbHWteTI+DAe2+rY+kqX3y+g6GpGKrCXNnk7oUSu8OAME7ImxpFR8fUNRSUaYP7VPtXZFVSNGnx3re1K4pC3jYolx1UVSOKInp9D88P0VLh0jR0inmLUsEh55h0+2M6/TGVUo7R2CdJEmzLYDQOqFfzVEq5AysPcZLQag/pjzzqlQKVksPYDdhuDbAMjdmZEkaWK5mR8brmeuwPz623cP2QW47MoqkqURRzZq3FymINK40xeebUFoWclY1zZ2RkZGTcNL74xS/yUz/1U3zqU5+alqdejOzcMCMjI+PmIoTg1LldDi3VL6lJCCFu2mTndRUnr4VsB3RziaKYcxst+kOfvGOyMFsmn7MObGhCCFrdEc32EFUBP4yI0+xFxzYo5i2CMCZJBKqq4lg6qqbi+xG9oQsCHMfE1DXGXoBl6sw3SqiKynDs43oBnh8iBOi6HM/WpqPdEMcJcSxIREKSiPQjIRHyvk2KdQSp5ogst1HSZnY1HadWNZUwiHC9EC+IIBU7FQVsU6dSzqFrGq4X4vohSSLHxoMgQlEVVEWlVLCZa5QwDR0hBP2hx25rgGUZBEGIaeiYpiwgqpZz1Cr5A89lGMU020PGrk+9WqBcdHC9kO1mH8PQmKuXMIxMlMzIyLg++8OdZp9qJS9jKpKEM6stFubKaWkcbGx36Q9dbj+eOVEyMjIyMm4Of/qnf8oHPvABPvnJT17UrLKf7NwwIyMj4+YzyaafREK9nGTi5OsMPwh5/uwuIhGYhkbOsSgXHQr5PaFyf1lLo1ZkOPZotofEiUBR0tZy28Q0dDRNJQgi4iSRuYxhjALYtkkSJ3h+iKIq5Gwzza7UU1FOEEYyx9HzI5JENmwbuoZhyA9Tl9eV2ZTqBUJqEMbSmRlEeEHIaBzgeQHJvi1a02SmpKIoaRmPfAwTQdPQZau2ooCCQj5nMVsvoqUjj8Oxz9ZuDwVIhKCYt9E0lV7fpZKKkuq++zV2A5rtAYkQ1KsF8o7JcOTT7AwxDZ3ZmeJFQ2czMjJeO/zjf/yP+R//43+gaXIB4h/9o3/EX/yLf/GS17+e+8NECM6utWjU9uIlhmOP06st7jg+j545tTMyMjIybhInTpyg3+8fGNH+7d/+be65554LrpudG2ZkZGS8PGxsdymk06IvJ5k4+TpECMHmTo9Ob0zOkaLh2AvQNZVCzqKYtzFNWZazvdsnimPmZkokCaxttQmCCMvSQQiCKK3fTkVLy9RRFAXPD0kSMXUeekGIAmiahqoosnDnIlueosibk1mP0j0pJk3f0/t/+cc3dVCqCoauY5k6ppkW6Jj69D5tNwe4nmwttyyDuX0j1oOhx+Zub9rSXS3l8MOI4dinWs5RLeWnZUtJktDtu3T7Y0xTp1ErYugqnb5LpzeikLOYqRYyUSAj43VCt9ulUqkAsLGxwe23387Zs2epVi8+Tn299odCCM5ttKmUcpTTArgoinn6hS0OLdVe9gOOjIyMjIyMS5GdG2ZkZGS8PMRJwulzTY4emkF7GXswMgvX65BJO1Otkp/mlDWqBUrFNA+x2ScI49RZaaLrNs32kChOWJqrYOga69tdRmOffN5iabaCrmsMxx6jcYDrh4BCkiSM3UCOZCtyBDuMYgCM1A2JokxiIaVgmYg9YTJto5HiZCpcAqoqXY6aplLIW8zUitPRxSsRxwm77bSxXFGwTJ3ZmRKWqZMkCbutAbvtAQKolhyKBYde36UzcJmp5pmbKaUuTMHY9Wl1R4RhTLnocHi5ThjGNNsDPD+iUnI4ttI40BifkZHx2mciTAIMBgMURZm6w28UQgjW01XPiTAphODUapNS0c6EyYyMjIyMjIyMjIyMC9BUldmZItu7fRbnKi/b/cjEydcxtmVw4ugcre6Q3daQdm9EvZJnab6Kqsqm17EbMBz7hJHMmlzf7pIkgmopx+JcmVZnxHNnd1AVhXq1wOxMEV076BAUQjAcebS6Y4IwwjIMkiTGCyJ0XcGxTdkcK0BRpYgZJ1LBj+OEMJKj4oahkbNN8jlr6tC8WiaiZHfgoipyzHx2poiha4zGPmubHcauj20bLM1ViZKYXt8lTsbMVAs4tokQAtcL6fbHjL2AnG3SqBXRdY1ef8zZtRaGrlGvFsg5VyeWZmRkvDb5F//iX/Cv/tW/Ym1tjY9+9KPU61fOcXnsscemDaXX2lK60xrI959KYXrZ1m6fOE5YWahd8/3PyMjIyMjIyMjIyHh9UCo4dHp7OsfLQTbWnQHI0b/NnR6uFwJQreSoV/Ko+2y9k5zHsetPN1xVkbmNQgj8MCZJEjRVJeeY5HIWlqEByrTAJo4FI9fHdQMSIVBVhSiWBTi6pqLrajp+LfMpbUvHtowX3RAVRjE7zT79kYeCQrloUy3ncb2ATm+M64UoCtTKeXKOQW/oEYQxlaJDpZxDQWE49hkMXVw/xLFMKmUHy9AZjHx6gzFCQKXkUCo6L6sNOiMj4+bw4IMPcvLkyYv+36OPPsrKysr0+8cff5wPfOADfOELX7ikQDnZH0748Ic/zEc+8pFruk9+EE1buQGGI48z6y1uOTyLbRnXdFsZGRkZGRk3m+zcMCMjI+PlJYxizq23OXZo5qY1dO8nEyczDuAHIZs7PaIoQQB5x6ReLRw46Z0gR5sDWh058l3IWziWQX/o0x+6coxRAdPQsU0Dw9RkQ7eqTkU8PwgZuQFhGKGqKiId555kX+Zz5ot6YYzdgK1mD88LUVWVfE6q/54ny3uEEBRyFnnHZOyH+H5EPifHIeMkYTz2GaUj6YW8RSFnoyrQH/kMRx6KolAq2JSLTpYlmZGRcVne97738Tf/5t/kx3/8xy/6/5P94Re/+MUX7Zzcz/+fvTuPs+yu6/z/Ovvdt9qru3pNIDuBhJBAIAEEBHEdnMEZBWYERoVBHHV+ODqID3/j/H6IyA8VkUXFcR8VBETEsIQQkgBZSMieXqu7a7/7vWc/398f59btrnR3Up2u7kp3f56PR6U6VXc599StOve87+f7+YRRzOP7FhirFRkbKT7j2xFCCCHOFjk3FEKIzbfS6JIkalPOIWRZt1jDsS12bB0d9p50vYDD8w00TaNazlEqZIc9FDUtnW6dzznESUK747HS7A2fzBnbpOcGdLoerh/iBxEKMAaDczKOSTZjUynn0TUIo4Ruz6Mz+Gh1XJRSGIZOMZ+hkHfIZezhJO1jKaXwg4ileodW2x1UZepYpo5tGYRhTBwnmJZBzrTSKd9huj2WYeDYZlrR6QVkM9ag8tPG9dIp4J2uj2OblAoZRqsjaypKhRDiWA8//DCXXnopAHv27OHee+/lsssue9rrXX311ad9QqaUYv+hFRzbZLRWePorCCGEEEIIIQRQq+TZN7tMuZTFts5uXCjhpDihXNZm58wofhCyuNIhCCLaXY+VRg/bMigXsxTymWFQaeh6OsW6nCNOEjpdj3qrTxhGZByLbMYiThJcLySKYoIgSgfm9APiJF3WvUrXteEyxCRJiOKERqvHcr1DMij01TQt/SAdpJNO9U6vm3UsTFMnGASSbpwMbksRRjGBoWMOBvKYpo5haJiahWXqeEHaZ7PvBmQci0LOoTqVT3tiCiHEOrznPe/hiSeewLIsTNPk93//94dh5ZmWVr7HXLxjfFOWYwghhBBCCCHOTavDk48sNNmxdfSs3reEk+IpObbFzFSNOE5otPu0QpckUbS6LsuNLrquUcilVY2rQ2oMXadSylEp5YYVjT3Xxw8iojhB19NQECBRijhWQFrpaFvp0m/T0NF0DV3TQEs/a1oaPvpBRL3Zo9f3idNB4IP/pAFkzw3QtPRLuqEPlpFr6Ja+ZnJ2kiiiKBn0zYRszmGkVjhuoI8QQpyKf/zHf9yU+213XNpdl+mJirSbEEIIIYQQQpyyjGPh2BbNdp9KKXfW7lfCSbEuhqEzWi0wWi3g+SGttksQxEDaN7LvBYRRjK5pw0rJjGNh2+lAm4xjMVJJbytJ0sDSD0I8P0LXI6IoIRlMw+6pYFAJmVZEJkqhBp9XaRpYpoFjW9i2QXZwH7ZlYlmGVAwJIS4oQRgxt9Qin0175wohhBBCCCHEMzExWmLvwSWK+cwJ2+qdCRJOilOWcSwyYxYTpCfE3Z5Pt++DSkPDKIrp9GJaHZd4sKQaGFRVaoNqRg0Gi7INXUe30qndoYpBAaThpKaBZehpb8pilkIhIxOxhRDiSZZWOmhobJmsbPamCCGEEEIIIc5huq4xMVZibrHF1qnqWblPCSfFabEtk1rFpFbJAxDFCb4f4g0+VqsfIe0fGSdAGPHkGfGaBpqu41jmYFiORSZjYZlSBSmEEE9HAVunKjKsSwghhBBCCHHaivkMjVYfzw+HM0HOJAknxYYyDR1zMMFbCCHE2TE9UUl79AohhBBCCCHEBtg6VT1r5xhSYiGEEEKc4ySYFEIIIYQQQmyks3mOIeGkEEIIIYQQQgghhBBiU0g4KYQQQgghhBBCCCGE2BTndDg5NzfH+973Pubm5jZ7U57VZD+tn+yr9ZH9tD6yn8TZIs+19ZH9tD6yn9ZH9tP6yH4SZ4s819ZH9tP6yH5aH9lP6yP76emd8+Hkb/zGb8gP+GnIflo/2VfrI/tpfWQ/ibNFnmvrI/tpfWQ/rY/sp/WR/STOFnmurY/sp/WR/bQ+sp/WR/bT09u0ad1KKQDa7fYzvo1utzv8fDq3c76T/bR+sq/WR/bT+lzo+6lYLKLJoJanJcfDs0f20/rIflof2U/rI/tJjofrIcfCs0f20/rIflof2U/rI/vp6Y+Fmlo9Epxlhw4dYmZmZjPuWgghxFnQarUolUqbvRnPenI8FEKI85scD5+eHAuFEOL89nTHwk0LJ5Mk4ciRI/JOohBCnKfk7/v6yPFQCCHOb/L3/enJsVAIIc5vz9rKSSGEEEIIIYQQQgghxIXtnB6II4QQQgghhBBCCCGEOHdJOCmEEEIIIYQQQgghhNgUEk4KIYQQQgghhBBCCCE2hYSTQgghhBBCCCGEEEKITSHhpBBCCCGEEEIIIYQQYlNIOCmEEEIIIYQQQgghhNgUEk4KIYQQQgghhBBCCCE2hYSTQgghhBBCCCGEEEKITSHhpBBCCCGEEEIIIYQQYlNIOCmEEEIIIYQQQgghhNgUEk4KIYQQQgghhBBCCCE2hYST4rx3//338x//439k586dZDIZCoUCL3jBC3j/+99PvV4fXu7mm2/m5ptvPmPb8ZGPfIQ//dM/PWO3fyJKKT7+8Y9zzTXXUCqVGBkZ4aabbuKf/umfzup2CCGE2FwX6rEwjmM++MEP8v3f//1s3bqVXC7HpZdeynve8x6azeZZ2w4hhBCb70I9Fj6ZUoqXvexlaJrGO9/5zk3bDiGOJeGkOK+tBnPf/va3+eVf/mW++MUv8ulPf5of//Ef56Mf/Sg//dM/fda2ZTMOQr/+67/O29/+dq677jr+/u//nj/90z/FcRxe//rX8w//8A9ndVuEEEJsjgv5WOi6Lu973/vYvn07H/rQh/jCF77A2972Nj72sY/xkpe8BNd1z9q2CCGE2DwX8rHwyf7gD/6AJ554YtPuX4gTMTd7A4Q4U+644w5+9md/lle96lV85jOfwXGc4fde9apX8Yu/+It88Ytf3MQtPH1KKTzPI5vNnvD7f/zHf8yNN97IH/7hHw6/9qpXvYrJyUk+9alP8WM/9mNna1OFEEJsggv9WJjNZtm3bx8jIyPDr918881s27aNH//xH+fv//7v+cmf/MmzublCCCHOsgv9WHis/fv38yu/8iv82Z/9mZwLimcVqZwU563f+q3fQtM0Pvaxj605AK2ybZsf+qEfOun1v/a1r6FpGl/72tfWfH3//v1omrbm3a69e/fyxje+kenpaRzHYWJigle+8pXcd999AOzYsYMHH3yQW2+9FU3T0DSNHTt2DK/fbrf5pV/6JXbu3Ilt22zZsoV3v/vd9Hq9Nfe9Wnr/0Y9+lEsvvRTHcfjUpz510sdgWRblcnnN1zKZzPBDCCHE+e1CPxYahrEmmFx13XXXATA7O3vSxy6EEOL8cKEfC4/19re/nVe96lX86I/+6NNeVoizSSonxXkpjmO+8pWvcM011zAzM3PG7+91r3sdcRzz/ve/n23btrG8vMw3v/nNYT+rT3/607zhDW+gXC7zkY98BGB4YOz3+9x0000cOnSI//7f/ztXXXUVDz74IO9973t54IEHuOWWW9A0bXhfn/nMZ7jtttt473vfy+TkJOPj4yfdrp//+Z/nl37pl/jkJz/Jj/3Yj+F5Hr/9279Nq9XiXe9615nbIUIIITadHAtP7itf+QoAl19++QY8ciGEEM9Wciw86hOf+ATf+ta3eOihh87MgxfiNEg4Kc5Ly8vL9Pt9du7cecbva2VlhUcffZQPfehDa5aGHVsm//znP59sNkupVOL6669fc/0Pf/jD3H///dx1111ce+21ALzyla9ky5YtvOENb+CLX/wir33ta4eX73a7PPDAA1Sr1afdtne/+91ks1ne8Y538Na3vhWAWq3G5z73OV7ykpec1uMWQgjx7CbHwhM7fPgw73nPe7j22mt5/etff8rXF0IIce6QY2Hq8OHD/NIv/RLvf//7mZ6ePt2HKsSGk2XdQpymWq3G7t27+e3f/m0++MEPcu+995Ikybqv//nPf54rrriCq6++miiKhh+vec1rTrh84BWveMW6T8b+5E/+hJ//+Z/nne98J7fccgtf+MIXePWrX80P//AP8y//8i+n8jCFEEKIk3o2HwuPVa/Xed3rXodSir/5m79B1+WlsBBCiI3xbD4W/szP/AzPe97zeNvb3nYqD0mIs0ZekYnz0ujoKLlcjn379p3x+9I0jS9/+cu85jWv4f3vfz8veMELGBsb413vehedTudpr7+wsMD999+PZVlrPorFIkoplpeX11x+ampqXdvVaDSGFZMf+MAHeOUrX8lrX/ta/uqv/ooXvvCF/MzP/MwzerxCCCHODXIsXKvRaPCqV72Kw4cP86//+q/s2rXrlG9DCCHEuUWOhfB3f/d3fPGLX+T9738/rVaLZrM5XGYeBAHNZpMwDE/58QqxkWRZtzgvGYbBK1/5Sv75n/+ZQ4cOsXXr1lO+jdWBMb7vr/n6kw8KANu3b+eTn/wkAI899hh/+7d/y/ve9z6CIOCjH/3oU97P6Ogo2WyWP/7jPz7p9491bJ+Rp/Loo4/iui4vfOELj/vetddey6233kq326VQKKzr9oQQQpxb5Fh4VKPR4Pu+7/vYt28fX/7yl7nqqqtO6fpCCCHOTXIshO9973tEUXTcMnKAj3/843z84x/n05/+ND/yIz+yrtsT4kyQyklx3vqVX/kVlFK87W1vIwiC474fhiGf+9znTnr91alp999//5qvf/azn33K+33Oc57Dr/3ar3HllVdyzz33DL/uOA6u6x53+de//vXs2bOHkZERrr322uM+jp3edipWe4nceeeda76ulOLOO++kWq2Sz+ef0W0LIYQ4N1zox0I4Gkzu3buXL33pSzz/+c9/xrclhBDi3HOhHwvf8pa38NWvfvW4D4Af+ZEf4atf/So33njjM7ptITaKVE6K89YNN9zAH/7hH/JzP/dzXHPNNfzsz/4sl19+OWEYcu+99/Kxj32MK664gh/8wR884fUnJyf5vu/7Pv7X//pfVKtVtm/fzpe//GX+4R/+Yc3l7r//ft75znfy4z/+41x88cXYts1XvvIV7r//ft7znvcML3fllVfy13/91/zN3/wNu3btIpPJcOWVV/Lud7+bv//7v+dlL3sZv/ALv8BVV11FkiQcPHiQL33pS/ziL/4iL3rRi0758W/bto0f+7Ef42Mf+xiO4/C6170O3/f51Kc+xe23385v/uZvnnLliRBCiHPLhX4sdF2X17zmNdx777186EMfIoqiNW/ajY2NsXv37lO+XSGEEOeOC/1YuGPHjpMGm1u2bOHmm28+5dsUYsMpIc5z9913n3rzm9+stm3bpmzbVvl8Xj3/+c9X733ve9Xi4uLwcjfddJO66aab1lx3bm5OveENb1C1Wk2Vy2X1kz/5k+o73/mOAtSf/MmfKKWUWlhYUG95y1vUJZdcovL5vCoUCuqqq65Sv/u7v6uiKBre1v79+9WrX/1qVSwWFaC2b98+/F6321W/9mu/pp773Ocq27ZVuVxWV155pfqFX/gFNT8/P7wcoN7xjnes+7G7rqt++7d/W1111VWqWCyqWq2mrr/+evXnf/7nKkmSU9uRQgghzlkX6rFw3759Cjjpx5vf/OZT3pdCCCHOTRfqsfBkNuI2hNgomlJKnfVEVAghhBBCCCGEEEIIccGTnpNCCCGEEEIIIYQQQohNIeGkEEIIIYQQQgghhBBiU0g4KYQQQgghhBBCCCGE2BQSTgohhBBCCCGEEEIIITaFhJNCCCGEEEIIIYQQQohNIeGkEEIIIYQQQgghhBBiU2xaOKmUot1uo5TarE0QQgghzrjf+I3fQNM0vve9753w+3I8FEIIcaGTY6EQQlzYNi2c7HQ6lMtlOp3OZm2CEEIIcUbdc8893HnnnWzbtu2kl5HjoRBCiAudHAuFEOLCJsu6hRBCiDPA933e8Y538JGPfARN0zZ7c4QQQgghhBDiWcnc7A0QQgghzkfvfe97+cmf/El27ty5rsvfd999FAoFpqammJqaOsNbJ4QQQgghhBDPDlI5KYQQQmywO+64g29/+9v83M/93Lqvc9NNN3HNNdfwR3/0R2dwy4QQQgghhBDi2UUqJ4UQQogNduutt/LII48MqyYPHTrEa17zGj7xiU/w2te+9qTXWa2cFEIIIYQQQogLhaY2aSRau92mXC7TarUolUqbsQlCCCHEWbFjxw4+//nPc8UVVxz3PTkeCiGEuNDJsVAIIS5ssqxbCCHEGpv0npUQQgjxrCHHwnOPUkp+bkIIcY6ScFIIIcRQt+8zv9Te7M047+zfv/+EVZNCCCGefZJEsW92WYKuc0yv73PgcJ04TjZ7U4QQQpwiCSeFEEIAacXBwlKbsVphszdFCCGE2DTLjS7Vcg5N0zZ7U8QpKOQzjNYK7Du0jB9Em705QgghToGEk0IIIQBodVwKeQfTNDZ7U4QQQohNEccJna5LpZTb7E0Rz0Ah57BtusahuQbtrrfZmyOEEGKdJJwUQgiBUorlepfRakGqDYQQQlywluodxmpFqZo8h9mWyc6ZEZrtPovLbVmeL4QQ5wAJJ4UQQrDS6FEt51iudzg0V9/szRFCCCHOujCK6bsBxUJmszdFnCZd15mZqqJpGgeP1EkS6UMphBDPZhJOCiHEBS5OEpqdPoW8w/xSmyiON3uThBBCiLNuYbnNxGhJqibPUZ2et6ZSUtM0xkaK1Mp59s4uE8jKECGEeNaScFIIIS5wSysdxqoF9h1cRgGmIT0nhRBCXFj8ICKKEvI5Z7M3RTxDhZyDaRnsObhEp3e032SxkGFmqsbBufqarwshhHj2kHBSCCEuYKtL2MIoxhtUFOi6VIwIIYS4sMwvtZgcK232ZojTUG/2aHdcZqaqtDouBw6vEIbpahDHNtk5M0q92WOp3pE+lEII8Swj4aQQQlzAFpbajFYLHJpv4gYx/+feeTr9YLM3SwghhDhr+m6ArmtkHGuzN0WchmIhQxQl7DmwhGUajNUKHJyrs7SShpGGrrNtukaSKGbnGiSJBJRCCPFsIeGkEEJcoHw/JIoTFgb9mf7y7jm6fsyO6dpmb5oQQghx1swvtZgcLW/2ZojTZFsmF+0YZ8tEhXqzx8EjdUYqeTRdY8/BJbp9H03TmBgtUSll2Te7TBBKH0ohhHg2kHBSCCEuUHNLbfJZi54bcNf+FvtWXH76JTMsrrQ3e9OEEEKIs6LT9chmbCxL+i2fL8qlHM/dNUGxkGFusUWz1WdytEyz1efgkTphFFMqZNk6WeHg4Trdvr/ZmyyEEBc8CSeFEOIC1Ov7GLrG4YUWAI8v93nrS7aSxAl9V5Z1CyGEOP8ppVhcaTM+UtzsTREbTNd1tkxU2TkzCsDhhQaJSqiUchw8XGe53sEe9KFcrndYbnQ3eYuFEOLCJuGkEEJcYJRSLCy3CaKIOFG0vYifeuE0O2vZwQU2d/uEEEKIs6HZ7lMsZDEMOSU6HyyutNk3u0QQHF2qnXEsdm8fY6xWxPVC5hdbFPIOCth7cAnPD9m+ZYQoipmdq5PIoBwhhNgUciQWQogLTLvrYegana7PPz24xF/dPYdlagxfj8u0biGEEOe5JFGsNHqMVgubvSlig9iWieuFPLJ3nsf2ztNz0+XamqZRq+TZvW2MTMai0/VotvpUSjlWGl0OzTcYrRUoFdI+lGEUb/IjEUKIC4+Ek0IIcQFRSrG00qHZdnlsscetTzT4iWunCKOjlQKmIeGkEEKI89tKo0utkkeXN+TOG3GUkHVsquUcUZyw98AyDz8xR6PdRymFaRpsm64xNV5G0zTaXZcwislnHfYfWiGKY6bHyxw4tDIMNoUQQpwdZyScfPWrX81VV13F1VdfzUtf+lLuu+++M3E3QgghTtFKs4dSCj9K+JO7DvPvr52k5JhrLhOEySZtnRBCCHHmxXFCq+tSLec2e1PEBgqjmG4/rYo0DZ1qJQsoDs01ePjxORZXOiRJQj7nsHv7GPlsury72eqTcSzCMGZuscXkWInF5Q71Zm+zH5IQQlwwzKe/yKn727/9WyqVCgCf+cxn+E//6T9xzz33nIm7EkIIsU5xnLDS6OJ6Ibap8zMvmWH7ap/JgTBOaHmynEkIIcT5a3Glw/hIEU2TqskzzfM83vjGN/LQQw+Ry+WYnJzkox/9KDt27Njw+xodKaJQ1Js9/DDGa/bRNSgVMvTdkMXlNsv1DuVijvHRIuOjJcqlHEcWmiRJQscLKBWyLDe6WKaB6wUcmg/YMlGR54oQQpxhZ6RycjWYBGi1Wuj6ye/mvvvu45577mFubu5MbIoQQoiBheU2nhdy1/4W9x3uHBdMJoniE3cc5je/uIe79ixv0lYKIYQQZ04YxbheQDGf2exNuWC8/e1v59FHH+W+++7j9a9/PW9/+9vPyP10ex59L2R8pMTUaBHLNFAKOl2fIIzIZCx0XafR7vH4vgX2H1ohSRJ2bB2hmM+goRFGMXGc4Nhp/0oN2De7TCR9KIUQ4ow6Yz0n3/SmNzEzM8Ov/dqv8alPfeqkl7vpppu45ppr+KM/+qMztSlCCHHBC8KIZrvHfMfnb+6Zo5JZWzivlOKv7p7ju4c7JEphyeRSIYQQ56H5pRaTY2WphDtLMpkMr3vd64b7+/rrr2fv3r1n5L76bkC/77NY77DScrHHqrhnAAEAAElEQVRMg0opi2UaaJqG70eEYYRp6OiaRrfvsW92mT0HlzAMne1bR0gShWUa9P0AyzKA9M3bvbPL9N3gjGy3EEKIM7SsG+DP/uzPAPjUpz7FL//yL/OFL3zhhJe79dZbKRQKTE1NnalNEUKIC96RhRZ9L+aP7zjMqy4ZYcfI2qrJzz+4xG17m2ga/NdXX8wLdtQ2aUuFEEKIM8P1ApJEkcvam70pF6wPf/jD/OAP/uBJv3/fffcNzw1P9fzQskw6fkzeVsRx2j87DHVsx0TTTaIoIVGKKE5AMRyG5Hkhh+cbGIbOSKWAZRosrnQoFTJ0+j65rE3fCzhweIXx0RIjlfwz3wFCCCFO6IyXxrz5zW/mq1/9KisrKyf8/tVXX80LXvACCSeFEOIMcb2AZrvPSj9gvGjzmktG13z/a4/X+acH02Xcb37RVi4fl6VuQgghzj/zS22mxstPezml0r6FSqmzsFUXjt/6rd/i8ccf53/+z/950suczqo61w/57597jP/5pb18/ntLzDZc/DCm1wvwvAhd1ykVMuikfbjDKCZRCaapEyfg+xELKx3mlprkczZhFGPoGqZlgIJyMcP8Yot9s8vy3BBCiA224ZWT7XabbrfL9PQ0AJ/+9KcZGRmhVpMqHCGEONuUUuw/tEy9HzJesPnpG7au+f7ds23+5p55AH70eRNcv71EPivhpBBCiPNLu+uScUxs66lPf+I4YXaunvYglKXfG+YDH/gA//AP/8Att9xCLnfyKemns6ouiWN++4efw2OLPR440uVbB9r8xAsL3PrYCllT55KJPI6vg6bhOCamYdBzfaIoQtcg41gEUUwUKRqDid+2bdJq9ykXsoRRTDZrEccxDz0+x85to+QyUoUrhBAbYcPDyVarxb/5N/8G13XRdZ2xsTE+//nPy8FdCCE2QbPjstz2+X9v2cdbr9/CxeNHlyI9utDjT+48jAJe/pwRXv3cGhnbZHSksHkbLIQQQmwwpRSLKx12bh19ysv5QcjskQZT42XyOecsbd3574Mf/CB/9Vd/xS233LJmcOqJXH311ZRKpWd0P7Zl4JgGV0wXuWK6hFIKz4/o+hFfebTFJ+44xKWTBd52w1aSJEHTIjQNHMsgThR9LwTS/1eklZhBFGNbBvVWD13XmRgpUm/1yWZ0nti/SK2Sl2neQgixATS1STXp7XabcrlMq9V6xgcgIYQQJ6eU4r6HZvmD22ap5Sz+/bVHqxAONlw++JUDeFHCNdtKvPX6LWQdi13bxrDtM9aOWJyAHA+FEOLMWml0UcBo9eRvvrW7LksrHWama2iaxuJyh+kJGZxzug4dOsTMzAy7du2iWCwC4DgOd91115rLbcSxsN116fZ8NNLhOK4fEifJ4LsaLTfg8SWXa2ZKfOmRZe4+2OaqLUWunC4wU0krZXVdQ6n0NZSmgWXoBFGCoWs4tkUQRuRzDuVSlpV6lyCK0YCZ6ZpMgBdCiNMgZ6BCCHGemj1S5/a9TRr9kLe/+Ohy7qVuwO9//SBelPDc8Tz/8UXT5DIWu7aNE8UxS/UOY7XiJm65EEIIsTHiOKHR7rN729gJv6+UYqnewfVCds6M0un5LNU7Ug23QbZu3XrW+jMurXTo9HwgHXZjWyYjxTy5jE3P9bG7BpWcjVKKl19cY7Lk8MDhDn9w2yz/6UVb2DmS5dHFHpdM5LEMHaUgiAbhpgaun07r9vyQzpxHtZSjkHNotPscPFynkHfYMlHBNI2z8niFEOJ8IuGkEEKch8Ioot7q88LtZS6dzGOb6fyzthfx4VsP0PZitlYcfvbGrRRzNru3jdP3Ag4erpPPORJOCiGEOC8srnQYHymeMGhMkoTZuQbZjMWWyQqHF5romsbOraO0Oi4Zx5KA8hxSLufpDyayQ7pMf2E5HH7fMDRyWZtiIUMSJ5QLGa7dXiFOEqIoYbEb8LnvLfGJOw5xyUSBl+2ucvlUWm0bxwptcBt+EAHQbPfRNI1iIYMfRLS7Hr6/SK1aZKSSl+eOEEKcAgknhRDiPHTPQ4f482/P8R+unWIknzZrd8OY37v1IEvdkNG8xbtu2sZIKcvObWM0mj3mllqg0obwQgghxLkuCCM8PzzhhO4gjJg9UmdspIhpGOyfXWFitIRh6OydXcI0DCqlrARM55JEkXUsQMMLQlAalmmQDCo34zim7wZ0B9WVmpb2qcznHHRNo5B3+K0fvZSltsd39jeJByHnJ+84xFTJ4arpIlsqzmD5N4Pvp8NzbMvAsQ08L6Te7NJs9ZmeqJDLysAcIYRYDwknhRDiPLNcb/Pn354DwBlUTIZxwh/dfojZpkfRMfj5m7czXcuzY2aUIwsNmm0XFBQLDkEYbebmCyGEEBtifrHF5Njx/Qt7fZ+5xRZbpyq0Oh6u12PblhpLKx16fZ8wSkhMJcHkOabTc+m5QfpzUwrD0PHDNKTUdFAKGPSS1DQNpRR+EOMH8ZrbyZsaN19cA01D0+C6HWXum+3w4a8fYDRv89++byeNXkjONrCM9HVWEMYEYYxpaPh++jrq8HydbNZhaqyMMbicEEKIE5NwUgghziNKKf7mm/vZt+Lyq6/ZhaZpJErxp3cd4ZGFHo6p819u2s6uiSLbt9TYs3+RIIzRNXAT+Pp353nrqy7Z7IchhBBCnJb+IKTKZtZWrq00urS7HlsmKxxZaFEuZhmpFth3cJkoSdBI+xWGYTwYiiIB5bkijpPhMBuAZLVfJArW5o8n7IOpp5kmySDEhPQyV00VuXpLCU3XaLsRugb/+ugKt+1pctlkniuni1wzU8IxdaL46O323BDPj+h0XEZrRUaqeXRdQkohhDgRCSeFEOI88uCjh2i5EW978VayloFSir+9Z567Z9sYOvzsjTNcMVNherLCI3sWUIBpGjy+1OUPvz7LzZeMMr/YYsfM6GY/FCGEEOIZUUoxv9RiZro2/FqiFEfmmxiGTrmY4chCi6mJMiuNLgvLbeJEkc9adHo+mqYRDac8i3NFuZQbhpOuF7IaEw4KKdfQNQ2OyZ1VokhOMrdHMVjCnShylk6i4A1XT/KKi0e4/0iHu2fbPG+6yHLX4zuzbS6dyLNrJIdpaMSJIk5iDi80ObLYxLGtwRJwi4xjks3YZDJWuj1CCHEBk3BSCCHOEwv1DgcbHq+7/OhE0i8+vMzXnmigAf/xRVu4/qIRKuUcj+5ZwBos+b77QIs/ufMQP33jdp43lWNqorI5D0AIIYTYAM12n0LOwRpMTQ6jmNkjdSqlHJ2eB8BYrcD+2WWiOCHn2IRRRKfnoxR89bEVDjU9nvfcLZv5MMQpiuOEIIxQCnQjXcetFKCBaWgUcg5xouj1feJEoWtaWi2JhtIUmmK4lBsUT5dP1/IWN19cS5eAA90gwgsT/vLuORr9iJ+4ZpLrd1RY6QXUcoNemH6I54eAx2oeqWkamqZhGjqObZLPZchlLSzTwLIMDKm2FEJcACScFEKI80CSJPzO5x+m40f855fMAPCNPQ3+8YElAP7t8yd55eXjWJbBgUN1CnmHds/HMHResKvGRMlmx1iBiZEiC8sttk2PbObDEUIIIZ6ROElYafTYtT19o67vBhxZaFIt56k3e4yPFlmud1mqdzANnVzGwvNDGr2ALzy0zGsvG+Flz6mRxCcpoxPPWoauD3tJGro2CPU0ojgmihOaHRcA09AxDI0gTEgADZX2pARADaov04pLDS39GkerLw1Dw9A1okgNh+0ATBQd/t0LJgGo90MMDaJY8f5b9qNrcOlkgau2FLl6SzG9J5UO5DEMnShOUIDnh/T6Psng/nVNQ9fT4NIwDTK2hWMbmKaJZeroelqdyZMrQ/X0eoauD/8tLQqEEM9mEk4KIcR54FO3PMT9Rzr86qt3AfDdwx3+4u50KM73XzrKj127BT+IaHd76XK2eo9P3HGYy6dLvPq5NS6bqRInCXtnl6mUspv5UIQQQohnbHG5w/hIEV3TqDd7NNt9shmLnutTKWc5cGgFBeSyNnGc0Oh4fPXxOl98eJlrt1UADV2l4Y44t1iWgWkaJElCHCv8Qd9QQ9fJ2CZxogjCmDBaWxKpADX4kmMb2JaFUulthHFMHKs1y8LjWBEfE17rWnrfUZwMv55WSqb+1w9dzKGGx8MLPWYbLldvKfJPDy6x0gu5eCzHxWM5RvIWuq7h2CamYaIUmJaePo4gIooiCCJ6PX840IfBynRd14dVlrZloutpQBvHKt0XSfp5laalU8xt28SxTTK2iW2bEl4KITaVhJNCCHGOO7TQ4K/uXuDtL95KMWPy+FKPT9xxCKXgxTsrvOnFM3T7PkmiyGdtHjnS5g9uO8jzt5Z5xUUVJkZKLK60iZOEQs5mcqy82Q9JCCGEOGV+EOH5IZNjJQ7PNwahjMKxTZbrXRqtHtmMhTpmae/+usvDC33+68072FrNrLm9MAwxDGOTHo04VX03IAxCdFNH00FHI44VUZwQxcev0dbSosg05NM0VHL89G5dB8cycZy0R6SGhh+GBGFCEIREUUKiOG7i97F0TWNbLcu22tE3f583XeShhS73HGrzt/fO86uv3oWua3z3sTo7a1m2VBwsQx9WP2ZzFtmsTRQl+EGEbZmYpk4QxsRxjDYI070gJIkVlmVQyDnkcw62ZawJHpNEEUYxQRDhBxHdnrcmyM1mLHIZm2zGwjTl+S+EODsknBRCiHNYHMcsr3R57/fvouCYHG56/OFts4Sx4qrpAm996TZ6/QBd1zFNnUQpbt/f4geuGOfGnRXyOZu5pSYA26ZrVEo5eedcCCHEOWluscn4SJF9s8uYpkEUxTi2weH5JqZlkHFMVAIPHWnzf+5d4OXPqfGi7WUuHsuf8PZONNFZPDsppVhq9ojDBP0kS/JXh+AodXTpdnrlk/+skwS8IMILIlqdtd/TtKPLp3VNI0ERRclxw3dOZGs1w9ZqhldfkoaFmgZzbZ+9y32+8tgKjX7ED185zqsuGeF7R1rUchbjRXs4OMcwAjQ0FOnS8IyZVmrGUVopqetpWNvpe0RhgmUZlAoZCvnMsLelY5sUn7RdUZzgegGuF1Jv9YiiBNPUh0GnIxWWQogzRMJJIYQ4Ryml+OX//R0unypwzUyJlV7Ah79+kH6YsHs0y39+6TbiMMY0DBIU//roCi/eXePfXj2OaRjEcUKn62FbJs/ZOS7VIUIIIc5Zna6HpmkcWWii6elQk24/HXDjZEwMTWeh2edv7pnn4YUer798jBdsLZ1wQnPHi/jObJvA0LlOhuKcE/pBzH/+y+8BYOhg6TqWoWEa2tp/GzqOoZG1DDKWTsbS03+b+uD/DbKWTt42KDgGBcfENk7cr1EpiJVKez6ehtUWAtPlDD99w1YAun40vN079jV5ZKFHECdsr2X5rzdvZ74V0HIjtpQdcnGC54dorPaWhDAClfjDgUCGr+P5IYsrbXRNo5DPUC5myTjWmsdmGjrFfIZi/mgVcRjF9Po+y40uvh9hGDrFvEOxkMG2JE4QQmwM+WsihBDnqE999TEeW+zxhqsn6PoRH771IC03Yrrk8I4bt5ExDRSKSCk+ecchjjRcrpjIMlHKEkYxuqZRLubYtqW25oWpUkreFRdCCHHOUEpxaL6RBjNAEitWGr3hsJF6x6MXxJQzJpMlhzdeM0XeXvuGnB8lfPdwh28daPHQfJdEQTtUEk6eI4Jj+kjGSToYyYs25rYtQ6Ngp0FlGlge/Xcla1LOmlSyFpWsSd42NuQ1VME5epr+0zdsRSlFy4tY7oagaRxsePzTg0ssdHwqWYufuGaSK6aKfHNPg/GizXQ5Q62YwTYNFAlhpPD9kDhRaEC3HzC/1AYYDNwxsEw9DfbRONlD0LTBqp1Gl/mlNslg+JBpGoNBQ2n/S9M00j6Y5qAfpm0Oqz6FEOJEJJwUQohz0AMHV/izbx7k3S/fjqFrfPirB1joBFRzJv/lpm1UChZJorBti1///KOM5Cx+8eU7yDkmcZKQzzlkHYup8fKaF9FHFpqEYcz2rTKtWwghxLOfUoo9B5ZIEoWpa/S9EE3XcGwD14+4fW+Tzz6wyM0X1/iBy8f4gcvHhtdNEsXDCz2+daDFfYfb+NHRCrjt1QyXb5UezOeKSs7iEz95Fc2uRxgrokQRRAlRoghjRRgnhIkiihVhovCiBD9S+HGCFyb0/YieH9MPY9wgph/EdPx4eP2GG9Fwnz7tNHWNUsakkjUHwaVFNWcykrcZyVmM5C0KzqkHmJqmDQLQdPn2NTMlrpkpEcYJ8+2AUsYkihXfPdxhoR2w2A3YXsvwy6/cyQNHOsy3A6bKDpNFm5G8ja4fnUiuFARhRBCm96VrGoapY5k65pNW1QzDR0PHstIAUilFzw3o9n10xXAwTxwnaR/QKCYY9LQEhsN4Mo5FxrGO64kphLgwSTgphBDnGKUU8/NNfuq6aaZLGT7yjYPsr3vkbYN33bSdsaKNYRiYlkG5YPNjzxtn90gWU9fJOCa2Y5J1bMZHjnYa6vY9Dh6uo+saM9O1TXx05wfP83jjG9/IQw89RC6XY3Jyko9+9KPs2LFjszdNCCHOG1GcsPfgEn03wNA1el6MaegkicL1Iv6fW/ahAW9/ydY1fSXn2j537mty54EWrWMCp9G8xXXby1y3vcxkyeGqS6Rq8lyhaRrj1TwqjofLoTXANA0MIw2+oighThIMXUehSGKVXkgdM/1aS6+ZTrtOA8xuENH14vSzHw8+IjpeTMuLaLohLTcahpn1fki9H550W21DS8PKvHXMh81o3mKsYJOz199mxzJ0Zo4Z5PSfXzIDpMF7dzCkR9NgvuPz3cNt5jsBb71hCxdPFPjjOw4xWXIYL9hMl222VbODXpyKMIwJwxgIhxPBDQNMw8APQpRKU81EqcG083RfBkT0+j5KKXRdI59Nl38XCwamkS47VwlESYLvR3S6HkGY/g5alkE2Y5PL2mSftNxcCHH+09QmdXput9uUy2VarRalUmkzNkEIIc45SaL4/z53PzfuqmDoGn9852G+c7CNbWi8++bt7B7LUS3luGtfgz/55kH+x6t3kbUNdA1mpkfodF3yOYeRagGAnuuzsNTG80NKxSx+EFEt5ahVTjwcQKyP53l85Stf4bWvfS2apvH7v//7fPazn+VLX/rScZeV46EQQpw61wvYO7s8CFDSAEbTNPYt95lteNy4u8rBusvWagZd0+j5Md8+2OLO/U32173h7eRtg2u3lXjR9jI7R7JrApGrLtmCrutn/bFdiDbiWLi43GJhpYOmDQbUJIo4Wd+Amo0QxYr2IKxsuhEtN/13vR+y0gtZ6YdrwvCTKToG40WbiWIaHI4XBx8FG9s8/eejUoogVtw922ah47PQDqhkTd54zRT/59559q24TJYcJko2N+yoULANEgWmcfR3Y3UYUBr0Hh0yxGpYqQDUmn2v6xqGoWPoGqCha6ANbsMcVGkqNZiuHiVoGmQci1zWJp9zsGRyuBDnNamcFEKIc8jvfO4Bvr2vyYt3lPm7+xb4zsE2hp6+U75rNMfUWJm//dYs//jded5+wxaytkEx77B9S43ZuSbVco5KKYfrpb2GdF0jCGIcOz0cbJ+uYcqLv9OWyWR43eteN/z/66+/ng996ENPeZ377ruPQqHA1NQUU1NTZ3gLhRDi3LW40mF+sUUySD50DRY6AZ99YJGH5nu8/op06faWSobvzXW5c1+T+490iZKjl79iqsANOytcMVXAMk4c+EgweW6pN/vEsQI2Z8q6aWjU8ha1vHXSy4RxcjSsHH4ErPRClnsBbS9dTt7xXfYsu8ddv5ozGS+kweVU2WG6lH4unsJScU3TcEyNF++sHPe9Vz53hMNNj4VOwGInIE4Uc22f//mlvYzkbSaLNs/bUuTG3VWOND0ypkE5O+gvaaW9Jle3YrUKM0nSitXVasyQo28mGIaOaaQhsqeiNVPT0wrOiE7PGy5BzzgW5WJ2OHVcCHH+kHBSCCHOEf98zyxfenCRX3nVLv710Tq3PtFAA/7ji7Zw+VSBHVtH+N6BFb726DK/9IrtTBQdds6MUsg5HDi8wlitiGUZHDi8gq5plAoZ5pfaZDMW0xMVTFNnud7F0HXGjlnyLU7fhz/8YX7wB3/wKS9z0003AfDrv/7rvO997zsLWyWEEOeWJEl4/MAirnt0yWwyGEf8f+6dZ6rk8Js/cBH1fsjf3TvPXQdadPx4eNmtFYcbdlR44fYypYycBp1vslmLKE6wLB3HtrBNE8NKl/lHYUQYxfh+NKymTAbh2ZOt9mGEdNX30bRtbeypawze0FVEUcKgWBAG19c10A0dTUuHNEEaeE8WHaZKzgknxbthzFInYKGbhoOLnYCFjs9iJ6AfJjT6EY1+xKOL/TXXy9sG0+X0dlc/T5WdU36e13IWtZzFlcd8rZqz+J0ffS6LnYD5dkDOTkPBLz28wrcPtjB0jcmSw8+9dAZD15hr+1w0UWKsnMUyjTSYjBKiKCIeVEWGUZz+XJJ4WP18rNWp4+nOBIVCqXSoT7PdH/xsNCzLIJe1KeYdLNNMw85BFebqFHQhxLlhw5d1r7fPlixjE0KI9QujmP/6qW/x0t1VDrd8/uaeeQDe+IJJXn5xjZHREl++/wjP31okihKyWYvn7pwgSRQHDtcZqeRp9zyUUkyMFJlf6dDtemybrpHN2iyudPD9kNFagWI+I31+NtBv/dZv8bnPfY4vf/nL5HK5476/ejy89dZbpXJSCCFOotvz2HNwaRgaeWHMVx6vc+9sh1951U78KOHu2Ta37W1w4Jhl20XH4IXby9ywo7KmN9+JeGFCww2ZKjkAXH3ZzBl7PGKtjTg33Du7RLvjnfT7mpYOe9G0dKp7nCSgaRi6djRcPMbqsmXLTKdQR3GC54fpknGljgsw0/aV2jDwNA2NODnmcseEnKs9LtMJ1gpd04lVMkw/V7dl9baSRNEL4kFYGTDf8Zlr+Rxp+az0wpPWihYcg6mSw5ayw9ZKhplqhqmSsyHLwyF9c6DZjzjS9rh0osDBhsdffOcI8+2AvG3w/ZeO8vLn1Hh4vksxY7G1miXnGBimgaFrhGFMEMSYlk7WMVFouF5AEEQk6ug+0442Bx1mxYlSawJjTQPT0LGtNKQ8lq7r2INBPbY9+GyZEmAK8SxyRsLJ9fTZknBSCCHWp9kL+N5jhyk4Jt8+0OKP7zyMAl5/+Rg/dOUYiWXzG//4MDtqGd503TQTI0WmJ6sEYcT+2RXsQWP1idESYRhzaL6BY5tsnayy1OgShjFjI0UKOWdzH+h56AMf+AB//dd/zS233EKlUjnhZeR4KIQQJ6eUYu/sEp2uP/zabXsafOb+RS4ay/HCbSUeW+zzrQMtvCgBwNDhqukiN+yocPlUYdDj7ig3iJlr+xQck/GizSe+eYi9Ky7NQTD5P75/N7qucdUlW8/qY72QbcSxsNXp0+l5ZBwb2zLSwStxjOeH+EFEGMZEcUwUJ2iaNlwWnAaICtPQiZME0zTI2BZxnFb4xXEyuA44tkXWMbFtE6Wg2/dxvQBD10mUIjlROeQ6GToYg+nYGpCgSJLVfo7qpL0zgyhhvu1zpD0ILAefTxZaahpMFh22Vo4GllsrmQ2tJo4TxUInwDI0xgo2//tbR3h0sUe9n/6O/eqrd1HvhzT6IVurGbLW0ZZCGmkvylVPfuy6tlpZqR3tbYmGSpJj+l0eDaOzGYtc1sG2TNDSoDcMo7UTxK30Z+44FhnHxDJlgvgzoVaHJA1C+TRAVukbAnraC3b1sxBPdsYH4nznO9/hjW98I0888cSar8vJmBBCPL0oTnj7x77JTDXDc8by/MFtB0kU3HxxlZ94wSSL/YgP/Os+XnZRldddNsrOmVEqpRy9vs/+QytkHJOp8QqGoXNkoYnnh5RLOZLBC+7x0SL5rISSZ8IHP/hB/uIv/oJbbrmFarV60svJ8VAIIU6s3e2zb3YFpdKqxgfmOrxwW5l7ZtvMNjwemu9yoHG0Um6sYPPS3RWu31GhlDFRStHoR8w2Pa6aLvDwQo8/+9YR2l7EeNHm+y8d5fodFR6a71LN2UyVbTK2iUYaEl20Y3zzHvwFZiOOhZ2ex9JKBwBjUEHn2CaWZdD3Atptl2o5T7WSw/NCFlc6KKXIZKy0F2IUwyBQ8f2QTMYiimLCMMEwtKM9FAenzyc6izYNsEyTRKXBKGgkg2XkhpH2WAzD+KwM6fEHoeVcy+dQy+NQ02e24dELjl9GDVDKmGytOMxUMsPQcrxob2iQ5IUxC52A7bUs9x/u8I8PLDLf8anlbH786gmu2lLk8aUeUyWHgpOGpZoGhq6ngaVisCz/6A7UtHQKuKFpKNLvJ7E6YTCr62kobRh6Oh3csXBsC9NMh/EEQYQXhMOl5pZlkMvYZDM2Gce6oCstV4cV+UFEEEQEYYQfpEv1j6XrejrsaBBEajAMKtUgwH/yz8+xTRzHHAbE0k/0wnTGw8k3velNjIyM8Lu/+7trvi7L2IQQ4un96l98m70rLj961Ti///WDBLHi2m0l3vriLeiazkLbZ+9ynxt2Vti1bYxc1uHIYpNGq8fMZI1iMcPicoe+GxBFMZaV9uAZHymRy9rH3V8cp03LbUt6cZ2OQ4cOMTMzw65duygW0/6djuNw1113HXdZCSeFEGKtMIrZe2AJ108rq776eJ1v7G0wVXKYLDrcPdteUyX5/C0lbtxdZbps40eKsYLNX35njrtn28SJYqaa4edeOkOcKFpuxFTZwTJ0dF1Pq7IAbTBZWNPSXneGoXPJbjk3OVs24ljoB2lfyVzGGv5s660ejWafajlHIe9Qb/ZptPqAwrZMMoNKOV3XB1WWafCShjAhGhq2baThSpKkwcrwHjW8OKHhRrT7Ac8Zy7Fnqc93j3ToBwn9IObFO8tcMV3kw7cepOtHxInCMnT+r+/byT2H2vzLw8uYerq0/OaLa7xga4nPPrBIohQ52yBvGbzs4ipemBAPvqaho0hDntVKNNs00q/FMUF08tN7pRRNN+JQ0xt8+Bxqeix2ghOGeRlTZ6aaYXs1w/Zalm21DGOFjQ0sgyjhcMunkjUpZUzef8s+Drd8ShmTK6cL/MQ1U7TciIylk7H0wZ4fhMOD/p7aMcvqdX3tEnuVnDiohKNLweHo771pGhRyDlnHwrQMgiDC9UI8PyRRCstMA8t8Lg0sz8cKS6UUnh/S90I8L8AP0inzpmng2OYg+DeGS+hPZx8kSYIfxPhBiOdH+EFIFCcYup5Oas/a5LL2ebmfxVpnNJx8qj5bqwegVTIAQAgh1vrH2x/jY7cf4s3XTfFHtx+mF8RcNpnnHS/dxr2H2uxZdvl3L5jEtgx2bB3B8yOW6h2Ugl3bRuj1Q1YaXXI5m3qjRy5rMzVeJptJQ8lEKVw3oO8FaXgZJxi6RqWUTvQWZ4eEk0IIkVJKMb/UYn6pzUovZLRg89d3zzHb9OgHMXPtYHjZsYLNjbvKXDFV5CuP1Xliuc9KL+Tlz6nxb543wb4Vl7xtMFqwhkGKoadVPccuK1SD4c6rAzcUGvogpHjursnN2A0XpI0KJxutHq4XEoTpMm7HsTB08IN0ebY1CFWiOCEaDGUZBlO6hq7rgwEuMbZlkiQJC02PRxb7LPUCljoBL3vOCFdOF/mZv3yAJFFUcibTJYd33ryDxxZ73H+4TcbUyVkGF4/nmCg6PLLQxdC1NPDSNaZLNo1+wHIvQpEGdGN5i7GCzVcfr9NyQ/pBQpQo3nTdNHftb/Jn3z6CrmlUcxavv3yM63eUuWNfk6JjMlGyGSnYGJp20kE/T7nvooTDx4SVs4PwMoyPv52MpbO9mmFbNcv2WhpajuY3NqSLYsWRtkfXj7lsssBn7l/gXx9dYarksKOW5bWXjVLNWaAGS7zh6CAifdihEl3TyDgWuayFrul4QUi3n75h/2RpxbQGw+XigFLoelplWcjZFPNZLMvADyJ6fR/PD0HTyGUs8jmHXNbG0M+9qr84Tui5Pr1+gOulf2fT/ZYGsI5tnvVwMIoTXDeg2/fpewGGrlHMZygV00FL4vxzxsLJp+uzJZWTQghxcg/vPYLvxcw2XP7gtlmabsTOkSzvvnk739jb4IsPLfOOl85w6XSZ0VqBRruPY5sEQcTUeIX55TYZy8T1A1w/ZMeWEbJZm34/GPZHAshm0ncks1lbDvSbRMJJIYSAdtflvsfmuWt/izv2NXHDmMunCnz7YBt/UCWpa7BrJEveNjjS9vkP106xo5bj1ifq7B7Nsb2WwR5M6zUG5VOrZzqrpzyrS0BNw8CxDRzHwrHSpb+WaZx2FZB4ZjbiWBhFMSuNHkuNDkmcoOnaYAnp0cuYho5jGeRzGXI5O132bRr0XJ9my+Xz9x3mQCMN6Zr9kP/5+ou4/0iXO/c3GS3YTBRtLp8qMjOSx3ZM8hkLz4/o9v3hUuB06a9GqeAQRjGGYTAxWkQpcAdvCKevxcLjHsNqQLo6MVwN0nOlIIwTun5Mox9SzppUcxb/+1tHONz0Wej4OJbO//rB5/DEUp9DTS9dml1xcKxn9vouThTzbZ8DDY8DdZeDjZMHljlLZ1sty7ZBheXOWpZq7sSB1uqS32OHCq2HG8YcrHvsq7u8eGeFthvx21/Zz/Zahp21LFdMF7h4LP+Ut6HrYBkmhqlhmgZRlC5TVkkynJ6+2qsyk7XJOxZhnOB5IUEUD6swdU3Dsg3K+SzlcpYkTui7AT03SKteMxaFfIZ81nlWLgVXStFzAzpdD9cL0DSNQs4hn0uXsD8b/wZGcUK359Fqu8RJQqmQpVLKYsr5y3njjIST6+mzJSdjQghxYl/97gF+51/28O6bt/N7Xz/IQidgquTwS6/YwX1H2nzhwWX+6yt2sqWawTQM8oMX162OS8ax6bsBlqnTcwNMQyefc3AH0yXzWZt83iH3LH3hcSGS46EQ4kK21HS543uzbKtl+f2vH6TtRXhhzGL3aHBTzpi88rk1gijhwfkel03muWyywI5aFnsw9ffotOTVKcsapmViGen3NV3H0LWjAxuGvc+O9kKD1TAzrZbaNl3bjF1yQdqIY+G+Q0u02l46WMY0UUlCPpdhcqyEZRp4fki379NzfQ6v9Ll9T519K30O1j1evLPCD145zj8+sEjONtgxkuM5U2VGCxZeEKHrOo5tpktd3WAQiKTPH9syyGZtfD9C0zRGqnksQycI47TCzvXp9tKBTk8emmNZBrZl4Psh0SD003VtGJhrQKxU2vsyiolPEAzCYBlumJC1DR5Z6PLNfS0ONTzmOz7/+cVbuXJLka89XmdHLctMNYP1DHv6xYliru1zoO5yoO5xsOFyqOkTnWAQUCljsnMkDSp3jGTZUcuQeYZB6ck0+iH76y77VlzGizYv3V3l47cfAmDXaJbdozlmqpnBlHaOm+6ta9pgnI427CV63DR2DSzToFzKMlIpoGnQ7nq0B8Heas9FXdPIZCxKhQwZO33e9NwAlCKfcyjmnU0N/sIopt1xaXc9lFLksjbFfGa4ZFopRZwkxLEaPKZ0H6R/EtVwCJGu68PenZv1WJIkod31aLb7gMZIJU8h78i5zTluw8PJ9fbZkpMxIYQ43nefmOO//d1DvO6yUW7f2+Rgw6OWs/ivL99OKWsQJ6AbBjlTo1jIMD1RodPzabR6qCR94RBEMXGUYBg6lVKOcjHzrH0XVMjxUAhx4YnihE9/Z5Z/unuWPct9Lp8sUMyY3LW/SbAa0GhQzpp0vJjdo1ne+bJtw958iToaLOi6jmEMPuur/z/40LXBEk9tUEWpUMnRJdxwtDrtyQMbNA12bB3dzN10QdmIY6HrB9SbPVodNw2lBwHcfNvjwSNdHlvssmexxy++YgdtL+K2PU2eM1VgKm8xmrdwbAPTSHtzx3EyeB5pqCRd5p+xTaIk7cUXRTGGrpHJ2PT6/iAQ14cBjmUZ6Fr6XO/1j/bsg7Q6MuNYxIkaTKZOJ0gnSTpw5NjwcvWV2wmHu2hpD0BNSytEDSPdBj+IUEphWQZeEFMp56mUsnzoXx7j/gMNFjs+N+ys8O5XX8zj823iMKb2pCrH1aB/tYLzqcSJ4khrEFgOqiwPNT2enFdqkC7LHskOQ8upspO+ubCBDjc99iz32buSVnv+6qt3sXe5z/fmu+weybFrNDsctvPk7TPM9Oc3DIHVMQHd6uW0NJBOX2NnyTgWYZTQars02n2CIO1NqWla2p8ya+NYRvrc8UKMQeFAxjaHYXWSJMTJ0X+vPh8UR0PS1ZBwdSOGQ2e0o1OwDV3HHAxeMgydOE5wvTRQNwxtOPwnjmOCMF4zzOZoVbk+rN5dfU5oHA3WVz/H8drBRJZp4Dgmjp0uAz9bS8HDMGal2aPb8yiXstQq+XNyab04CwNxTkZOxoQQYq3ZIw3e/dff5crpAnuWXR5f6lNwDH7h5dv5/PeWqGQt3nz9VsI4Ydt0jXIxy/xSi+VGFwCVqPTFbpwwPlqiVnnqpS3i2UGOh0KI88lqwJeuRlXDgGOp7XPrI4uM5U1qRsKf3nUEXYPZhsehlj+8fiVj8orn1uj6MXnb4PodFcpZE9PUMQ2DOEmolrI4lkXC0ZPkaPDx5CRF1wcn6quh5TFh5uoJvT44KR/+/+q/5U29s2YjjoUrjS7NtksnUtw/2yKKE162u8off/MgzX7IcycLPG9blRdePEYQxDRaPfpeQCHnoGtauiQ3SdB1PR2SMkzoIBq0FnAGgVIYxkRxggZkMxaT42UMXafb8+n0vHSicRitCRrT1d7acCK4dky4ZA4GsehaGlT6g6E8qwxdI5e1KRWzOI5JEqvh1ORw0D8xGaRocZyQqPT3IpuxAHD9MK0yNg0ipbHU9iiZ8PmHlvnqYyuYhs5l00V+/OpxVsclrk4oXw0o1xNUrgqihIMNb1jVuG/Fpd4/fhm7bWhsH1RW7qyloWU1l27z6u7fCAvdgG8f7PDIfIf9Ky4/9cIprtte5q4DLXaO5pgsOk/Zp9PQ08rLRLHmZzr8vqGRsS2ymTSYi+KEnhvgeeFgunh6OV3T0A0NQ0uHGumaRjZrp2HlYBq4oWvo2mrQne6J1T9Fq3+T1OobKeqYfw/+FvZdn2bbTUNqjgbc2mCiuW7oabVvxiabscg4FtYg5H6mlFKEUVop7AcRvh8OA3nHNtPBNjnnjA7cVErRbLvUm11yWYexWkGWfJ9jJJwUQohngYNzK9QbffavuHz2gQUeWuiTsXT+y0tn+MLDKySJ4p03bydvm+yYGSGOFfsPLxOG6Tv7o9UC5WKGIwstpicr5DLHT+IWz05yPBRCnAuiOD3xDMOYIIwIwpgwjI87odeGoV5aOXS46fF7X9nLkabH5VMFLpvIc6Dh8a0DrTW9JCdLDvVeyGWTed724q3oWrpCQCWKvh8AaYCTy9rYljkMc1ZDS8vUpV/kOWwjjoUL9S4/9Ufpar1Lpwo8f2uJV1w2QbWcI5+1cf2QerOHH0RoQLfvo2tpeF3IOVTKObJZmzCI6fZ9mu0+fhBh6BqOkw5fWZ3YnMukw0LCKO2DF4THD1iBQYWvrqdDlvSjz1l9UOHoeWHaI9XQhxVzhqGjAbZtUipkMS2DlZUOPTfAMHRGqnlGKoVhZegqpRRBuBoODZaT932iKEmr7AYVitmMjWnoJIkaDg9a6oUcaof8wPO38Mh8l/d95kF2j2bZPZLl6i0ltlQygBq2R9A1De+YatD1aLnRMKzcX3fZv+LiRclxlytnzWFQuWs0y/ZqFtt86kq4YwfiPJ1wEPoaGnzijsM8sewSxgkv3FbmJ6+bptEPyZo6jqVjWToaGn5w9Oe7WrV9op6Zxwaqhq5hWwbFfIZMxiYIYzpdDz8MQaXVuLq22pIiXV5eyDlUy3mymfUNGFIqDalb7T7NjksQphW9hXyGcjFLLmsft/w6DdejwWTsdDr2ar9U0zTIZixyGZtMxjrtCsTV7VvtsxqGMbad7pNiPnPcc3gjKKXo9nwW6x1yGZvxkeIZuR+x8SScFEKITfbYgSV+658e5fsvHeHWJxrce6iDbWi866btHKi7PLrY450v34FjpgfzTs/D80M0TWNqLB2I0+35LK502DZdw9rgfj7izJLjoRDi2UQpNeyr5x1T/WIYac89e9ALb/WzfuxJb6J48HCLrz44z9ceXuAnr5lkquTw4HyXjh9zx760Xcmq8YLFS3fXeHihi2PqvPayUbZVs9i2mVYqAV4QYZkGU2NlisWMLNc7T23EsbDb97nviQW2jxWolvLkczZxnLDc6A160yniQXWZBoyPFikXsvT9kN4gOFGKtNItUYxU85SKGVw3ZKnRJQgidEMnCiPi1SnfqOOWLwNkHYNsxkHX9cFy7TT8MQydrGNh2yZRFNPuurheRJwkWKZBqZihXMiSzx3fP08pRavjsrjSIQgibNtM35wuZZ/y9yKOE44sNOl7aS9yz49IkoSsY+NkTFDQGQSs2mBS/Uo34PGlPo8v9nnuRI5rZkp8/PZDjBZsLh7PsXskS9Y2yDgmlmnS7R2/jPup2GYaxh5seGlYueKyr+5yuOUfF/jpGmyrZtg1WJK9azRHbVBdeSJpEKuvWbL8VJRS9GNFvRcyU3b4P/fOc+sTDSZLNrtGcvzA5WMUM8Zgmrc+HIoDRwcYgSJ8UtCaGSxrDqLo6GrswW0YhoFSCXGkUKTDm2wrrYiNk/R2clmH0Wp+zXNhNezr9nzaXQ9/sITcsU1qlTzVUu603qAJoxjXDeh7Aa4XkiQK2zbI5xwKG1D5mAboMZ2eR6ebHgtKhTRI3egqR6UUna7HYr1DqZBhtFZcc7wSzz7ndDiZJIqllQ5jo/JEE0Kcmx7ZO8/vfGkPaJC1dL51oI2pa/yn67ewtZJhtGBhmAaaUhTzmeGBNpez2TUzhmHoLDe69Ho+M9PVwQskcS6RcFIIsZniOEmHhPR9PD9ddplx0qqwjGM9bd+wMEp45EiLmbLDJ7/2BF95dJmrtxS5eksRS9e4fV+Tbx0zcdvUNS6fymPqOgsdn199zS6SJD3JnxwrMzFaRNM0PD9k3+wyGceiWs7h+eHak+WsM1gmeHrLEcWzw0adG2paWuW7tNKl1XGJ4gRD19E0hWWZw5YDlmmkoY6VLjlVKBqtPlGUYFvG8HLBIIjUSMMObbD0P4mTQUCZMgyNXMYmipLhcm7D1Mk4FoVBsOPYJj037YsZhBGQ9iQsFzMUcg7trken5zNaK1AqZJ7yeR3HCSvNHvVmlzhW2JZBrZqnXMylS9JPwA8i5pda6JpGpZxlud5Lh/sYOo5jUsg5eEFEo9XDMg3GRoo4lkkYxrh+yO2PL/PAoSaPzvfw44T3vfYiHl/q0fVjLhrNUcyYmIY2HOyzXpapY1oGrhviRwkH62lQuW/FZc+yS9s7vkKzmjXZOZqGpLtGs8xUspjGxv0dCKKEfSsue+sur75klMMtn9+/9QC7Bv0yr5wusLWaHTwnIElYs0w/iZOjg3dIlzZnMhaJSogilVZLDpbgR4Nl+Gksow17iRq6ThhFJIphhfjqYJo4UVimQa2Sp1jInNEsJAii4TEiCGNMU6dUSCsfTzdQjOOEdtel1XFRimEfz42ccK6UotHuU2/0GB8tUipkN+y2xcY6p8NJgGa7z0qjy5bJKhnn5O+gCCHEs0mSJDzyxBx/cudhFjo+EwWb2/Y20TV483XTfOWxOpdO5vmxqycxDZ3JsRJHFlsoBROjRcZHSiilOLLQRNfT78vJ2blJwkkhxNmUKEW/79Pp+fS9AEPXyOcc8lln3UsJ4yThS/cd5ksPzHHvbIvxgs3/9X07SVQ60OM7sx1u29NYUyU5UbS5cVeVrh9x6xMNXjBT4nVXjDGasyjkbHbOjA6qiRSLKx26PQ+Fxu5to2u2abXypucOTpaD9GS5mM9QLGSwpMfYOWkjjoXNVo8jiy3iJK0kW11ia5k68WCQTcaxBm/2MlgCHRIEMbqethGwLYMgiGi23bTCUgN9EPatVuIde/bs2AbFQjbt3+dYZBwTXdeJ4oSFpRauF2LbBr1+kPaGVKAPgsxSIZ2U7DhHl8+mlZ5dOj1v3ZVwQRhRb/ZotlwSlWCaBtVyGvKcqNKt7wbML7XIOBYj1QLNVp92zyPrWGhaWq0cDlo36JrG2EiRsZG1xUBBGNHuuHz+nlm+/MgK++suI3mLt96wlamSQ8eLGCs5x1UTPp10ybQ+rB5USrHSD9m77LJ3MOTmRMN2LENLqytHc+waybJrJEc5u3H9DROlmG8H7Fvps2/FZedIlpfsqvLJOw6Rsw12jmS5eDzPVNlBJYqj83ROsPR7MP07DfY0LFMnl7HQdR3XD+j2fMIoXnM9XdeGt2WaOuMjxU2rBAzDmPag8jGOE3JZm3Ixu+7jx8lEcUKz1afVcXEck5FKnuwGtqmK44SF5TZBGDE9UTmj/S/FM3NOh5NJopidqzNeKzK31KJcTKczyQm6EOLZLAwjvvf4HCjFXDvgm/ua3PLoChrw76+Z5PZ9TaYrGX7mZTsG0yI1giDt0TIxWqZczBLHCQeP1NOpdGUZfHMuk3BSCHGmRXFCp+vS6ngkSUI+61AoOOQy9rrDyOVmn689OE+j43L9jgqf/94SGUvneVuKjBVsDtRdvrGncVyV5PO3FrlyukDXj3nlc0d4ZKHHdCVLyU77723fUqOQzwDQ9wLmFppUy3nqzR7bttTWdQIZri4T7HlEUToEpFTInHBprHh22ohjYavdZ6neJQij4eRhyzRQQL/vY9sm2Yw9GACi0+p4hGGEZRnDfqqrQ2hWJ1+vTidWg2EzmqZhWjoTI0Wq5fxJV6z0XZ/lepdOzydO0urNibF0WKFGWsW4Wg3sB+FwyIptmdi2iW0ZuF4aVFUreWrl/LqqyYIwot7q02z3UXGCpusU8s5wqfixt9HpeiyutCnmM1QreVodl2a7T6mQoVbO44cRK/UezU5/MP3bpFzMUhgMb1mtWk6ShPnlDt95YomJvEndjfh//nUfBcfg4rEcL95d5dodNVwvIIqT48K6p3KiITx+lKS9K5dd9q702bPs0guO7/k5mreOhpWjWbaUMxs+GfyRhd4wNF3uBfz69+/mkYUe++suF4/n2VHL4ph6Gizy1D0xB6160fR02nvGMvEHvSGB4XTudJp8+rw0jLSKcaRaIJ9d39/zjaSUou8GtDoufS8g69hUSmmvy9PZFtcLWGmkFcYj1aevJD4Vnh9yZKFJqZBlpCrZ0bPJOR1OQvrEPTzfZGqiTLebLkfZMlU9aTm7EEJspl7f5+E9C3zyzkNcNlmgF8R85v5FIA0mc7bBQ/M9fv5VF9HquGiQLmcLIiZGSxTzGfwgYnauztRYmXzO2dwHJE6bhJNCiDMhDGOanT6droemaZSKWcqF9S3DS5Si1/dptV3q7T4fve0AD851malkeMmuKjfsrADghTHfPtg+aZXk7tEst+9rcvfBNi/eWeHNN8zgByG6oTNSzjMxXk4HSySKheU2fhCxZbLCSqOLbaU91E6VUumQj3bXpdcPsCyDSjFLIZ/Z0KWCYmNtxLFwbrFJvdnDNA2cQRBpmQYrjS5T42Ucx6LZ6rNU7xBG8XAqe5Ikw0q8dKJ2Oq1bA6IkQSMNhDKOyeRY+aTVXEEYDZaT91EK8jmHkWqeQs4hCGMWltsopZgcLaUDdp5ktSo4CI4OKkmrO2PCKMaxTQp5B8dOg0HbNNK+rycJSIMwHZTS6niEUTyo2DPTZeT5DI6dBv+tjstyo0spn6FWzdPt+dSbPTKOxWitgG2ZdLoeRxabhGGMZRrYtjkchmXbJlnHSrfLNobDSB6fa/PYUp9KxuSabWX+4LaD2KbO5dMlLh7NMlGwTqlP5ckopVjsBml15SCsnGv5x036dkyNHbXsMLDcOZKl4JiD/aIThskpTwdfHYxzrL3Lfe7c32Lfistc2+dnbtzKFdNF7tzXYudIhsmSM/y7d+w1dV1b088SGAxGMrBMgyhOCIJB/8pBaGua6UT1tKVBGsYXcg7FQoZcxsY6i20vVvsVN9suPdcnl7GHw32eqSiOWWn06PQ8KqXcukP69WzrcqNLp+uxZbI6/F0Qm+ucDycBoijm4JE61XIe2zKYW2wxOV6mICftQohnkeV6h/2HG3z8jkN4YcyV00X+7r4FAH7oijEumchz6XQRxzZpd30yjsnMdI25xRbT42VyWYde32duqcXMVE0OpOcJCSeFEBsljpNh9ZOh65RLWYqF9Q2R8fyQRqvHUrPPPQeafPtAi0sm8rx0d5U79jW5ZCJPdTCE4qmqJG/cXWW6ZDNZzfOpbx5E1zVef+U4edtAqXQZ7LYtIzh2els912duscVotUCllKPvBiyutNm+ZWRDTqr9IKLVcen2PAxDp1LKnfEebeLUbWTPSU3ThsNjDs83MQydMIyGoY9lGYOekQkobVAVmA6jcWybdsclHAwxSUNJi4nR0glbiK2GHMv1brrENecwMVI8aeWY54csLLfRNI2J0dK6X8slSUK9lfbNM02dbMYiSdIw89jT+XQieNqf0DQH08ENHTTwvJBOz8P1wuGUaNsyKebT/q2eH7LS7FHMZxitFvD8kKV6B03TGK0WyA0mns8vtvCCENMwqJVz5HM2fhAPpoSHg+pIlS6HTxTeYBr04ZbP44s9Hl/qc7jl82uv2cWepT776i4XjebYXstuSGWjpoEXKfbX06Xgjy/22Lvi4oXHLzGfKNrsHs2lk8lHc0wUn3nFn6FpoDMMCwG8MJ2UHsaKP/vWYfauuMQKXryjzBueP8liJyBn6xSco88D29QpFdNihP6gz65Sq0GlST5rEycJvb5PohTJSVbOr04w19DSqkwt/Xx0ong6dGx1n2mr3x9UZ+ra6nMpfR7ZloFlmliWjmWePBSH1TeJAurNdOJ9qZihWso94x6VSinqrT6NZi8NKSsbE1L6QcTh+QblUo5a+fSGCYnTd16Ek8Cw95qmaYyPFDm80MS2TOnDJoTYdIlSzB6p02j1+T/3znO45XPN1iJ/cfc8AK+5ZIT9dZfRosNbrpsmThRT42UqpSyzRxpsmaySzVg0Wj2abZdt0zUMqQ4/b0g4KYQ4HclgUFqj1SdRikoxS7mYfdrjRBwnNNp9Gq0+PS9AS9KT+Q9+9QBbyg7XzJR4wUxpGEg+XZXkDTvLrPRCvvToCnuX+/zm6y4mn7XQBtuIBhMjpWELpiRJmF9qE0Ux0xMVTNMgSRR7Z5fYsWVkwye3QjqJttnq0+562LZBrZw/7eWHYmNsxLHQ9QIWltt4fkgUJcRxQiaT9nPse8Hwcqahk67SVlRKOUbKeZodl07v6PNaIx0MNX6SALHb85hfauP6AY5tMTFSpFTMrvu5tLqthqEzMVLCXmdIubqMdrneBWC0VhiuolFKDSeDR1E6aCWK0n/HSfqRDKaVx0lCHB0dxnI0pNJg8PtpGuk0bqUUfhgTxwmWqQ/7uvpBRBQloKWhqG0bwzdCtNVk7EnbFYbJsJ8kpFWG39jb5InlPs1+yNtfspUrJgs8ttRnRy2LbZ7e693V6liF4sggHN2zlC7DXugEx10+bxvsGgSVu0ezbK8e3QZ9MMn8VPtoHkspxXIvpB/EbK9l+au757h9b5NK1mRHLcu/e8EkGSt9fh772E+0vH316+kNp8/rBEV8zECi1e+vhtbp49DIZm0KOWf49y8Z/IxWf06rz41jn0txFBMf2+ZgcFu6rmFZJjnHIjsYpGZb5jA8TBJFu+vSaPXR9aNB9zP5u6tUOriqPggpN2JZtlJHK/e3TlblHGsTnTfh5Kp6s0er4zIzXaPdcWm0+8xMVtf9B18IITZSEEbsPbBEo+tjGhpumPDQXJdPffsISsHNF1VZ7oWYhs7bbtiCoWvs2DpC1rGYnWswM13Dtgzml9rEScKWiYqcRJ1nJJwUQjwT/qDKqe8FlApZqqUclvXUgV7f9Vlu9Oj2PKI44VDL4/YnGnzrQIu3vXgrO0eydPyY2iCQVEqxv+7xjb0NvnOwhR+lpw2rVZIv3V3l4rG02uSz31vk1scbvPK5NV75nBEqeRvDMAiiiFzGYetkZRg4dns+80stxkaKlItHJ6ceWWiSzzlrvnampJWifXquTz7rUKvkZUXCJtqIY+FyvctKozusEsxmLIIwHk54N/R0KnQYxIMqSYtmu0+SpH0QNQ0SBbmMxfhI6bjfpyBMp123O94wZBmtFZ6yguzp9N2ApZUOmp4W2JzKgNcgiFhqdPG8kFolT6W0/nD0WEop+oP+lr2+n/bdHAy3iuIE09DTXpP5zGAQjkfGMRmpFrAtg0arz3KzC0rD0DWq5RyVcu4pK7Y9P6Te6qVVqmEaerXcEHswvOh3v3qAhU7AtmqGF24v8/KLaySJOq1qudVBNEqlj7nlhuxZ7rN3OV0Kvr/uEj5p0riha2yrZNLKyrHcmkE7x/aITE5jfXoYJxxp+exbcblxV5Unlnv83tcPMll02FHLct32Ms+dyJOxDRzHIogSojAaDGhKK39ZrXgchIVpdaWi1w+IkwRd1zANfRhSpiFkMpxAn82kQ22Khcy62+PFcTqZ3vcjXD/E9YLB71syrDo2TT3tcZxzyGZtkkSx0ujiegGV0tM/T05GKUW92aPR6jM2UtyQnpS9flrFPz1RIZfduEE8Yv3Ou3AS0j/yRxaabJmsousah+Ya6bSzcm5D70cIIZ5Kt+exb3aJei/i975+gBt3VSllTD5xxyESBS/ZWeFlF1X53PeW+Jkbt+IMqr0LOYfDC022T49gGBqzcw3yWYfRWmGzH5I4AyScFEKsV5KkS1UbrbSv3kjlqSv/kkTRaPWoN3t4QYShabhRgqkpvv5Eg899b5HrtpW5fkeFrdXM8Hr9IOZbB1rctqfB4ZY//PqxVZJ52+DRxR537m/xlhdtYbkbUMyYVPIOhbxDq+ti6DpbJ6vDyq44SZhbbKGUYnq8sqZCpdP1aLb7zEzXztDeOzGlFD03oN7sEUUx1XKecjEr/SnPso04Fnp+SL3Zpd7qowFxnC7XXh3QUW/2h8tUuz0fxzYJoxjD0InjBMexmHhSKJkkCcuNHsv1LkmSUCpkmRwvbfikX88PWVzpkCQJ4yOlUwpH4iQZFuhsRNCulMIPInp9n54b4LoBQRSny4oHPS6VUoNl8VAsZKhWckRhwkqzRxhGoGk4tkm1nKOYf+rgKB3Y5dHppr0Koyi97X4Qs2e5T6LgeVuK/MFtB2n2Iy4ay3HRWI6rpgtYp1nlpg0SRqUgihWzTZc9yy57BoFl24uOu85o3lqzFHyq7Jx2mwjDSNeDJ4Ow0Atj9q+kgel02eGKqSK/8c97yFo622vpgJ8X76oCECdqTa/K1U1RKh3sVMg76Gi0e/5w0KZppH1ZS8V0KX2356f7Pk7QtHSafK2So1R4ZoF3FMW4fki/H9Dt+wRRRBKnj82xDIoFh0RBt+8Pz3GsZ1AtHycJSysd+m7A5Fj5tEPFKI45eKRBZTBoWZxd52U4CemyjdkjdWqV9AXG/FKbMIrZMll5Rum8EEKs1+rygPmlNkvdgA/feoDnbSmyezTHx7+ZBpMv2l4aVJzk0XXQtHTaXrWSZ3G5w/YtNRRw8HCd8ZEixULmae9XnJsknBRCPB0/iFgeVEiVS2mV5MmWnqUBTRpURHGCYxnESuMbjy9x574mTyy7/N8/cBGOqWPo2rDHm1KKPcsu39jb4O7Z9rCCyNQ1rpkpceOuChcNqiQfmu/y2QcWaXsx33/pCC/ZVU2HhYyUWGn1iOKY8VqRkWpheGLb7rosLnfS4W5POqZFUcz+Qyvs3Da6qa/T4zih0erT6rhkMxZT42VZrXCWbNRAnIXlDoaukcnYbJ2spqtPltu4XoAxCNUcx8L1AjKORRDEWJbOxOjRwFEpRbfnsbDSwfNCbDt98/jpQraNEIQRiysdgjBmrFagcAoT51eD9pVGlyRRVMs5yqew1PypxEkaIC7Xu/hBlP7tMNK+hFGSEIZx2sNy0IswSVQa/Oppv8tsxqJWyT/t41kdqtLperS7Hn4QEsUKUHhhwr6VPo8v9dm77PKzN84w2/C4bW+D3aNpYDl5Gj0j4dh+jOm2rPTCYVC5Z7nPkRMM2sla+mAieI7dozl2jWaxjfTva7zOisp0+XkaUiqV/i3SBv1ObctIK2zb3jCwbPQj3nTdNLftaXDPoTa7RnLD5eiZp1gKr+vpUux40MfS0DV0XSeXtRkfKQ6qjdOJ752ORxDFGLp2zHCnZ34+EicJfTeg0/Xo9n2iKO2Xmh7LNLIZi8mx8jMK1sMwZm6phabB1HjltIYjK6WYW2yRKCUr1s6y8zachLS/zZFBE+TJsRLdvs/CUltKdYUQZ0wYRTy+b4Fg0HT7z799hLGCzWTJ5mPfPEScwAu3lZguO3xzX4v/9aPPRUXJYCJikUa7z/YtNYIg4vB8k61T1VNa4iPOPRJOCiFORClFt++z0ugOB1LkTzDsUSlFp+dRb/bouwFKKTKOhabBnvkOYwWbv7p7jkNNj+t3VLhmpkTOPlqh0vUj7trf4ht7m8y1j1ZJTpcdXrqrynU70irJOFE8sdznkok8d+5vAenxzDYNJsZKuG5It+9RyDtMT1SHJ4dhFHNkoYk1uNyTw0elFPsPrTA5VjrpFOTN4AeRLPM+izbiWFhvdllu9Ng66NW90kj/X9cgm7WxTZNOzxsMcInQNY2JY8IQzw9ZaXRpdz2UUpSKOSZGi8+oout0hVHMcr1L3/WplHNUS6c2ACSKExqt9E2KdGpybsN+v+IkDfGb7T6OZZLLpct1+25A3w2Iohh90IMStTq0J72uUiod0mOmS4w1TcMwdAxDHy5JPjqQJX28fhDRc308L1wzWR2g3gu551CbPct9nljq8/2XjfLK54xw254GW8oO26pZTGPjwiU3iNm7kgaVe1dc9q30h+0uVukabK1khtWVF4/nma5mCaOEIIyf9j40DSzDwMlYoBSuFwKQyViU8hmSwZLmIIxpuiFPLPXZX3c5UPf4oSsneO5knj/6xkF2jeXZWcuwtezgGPpxoeqJ+liuLn0v5DJksxbOYCp7p+vR6aWVlbZlpP0eK/nT6g28OjSn2UmrZsMobcFgGjoTY+VnNKCm209bhtTK6arZ0wkWm+20t+W26doZ6YEsjndeh5OrVhpdOj2PmakaSikOzTfIZWzGRoqShAshNkSiFAtLLRaWOwA8stBjqmRTzJg8PN/jD78xS5Qorp0p8ZzxHP/04DK/+SOXUMkYg3e383h+yMxUjU7PY6XRlYPhBULCSSHEsZLBiX+j3U+Xu1ULx/W+i5Mk7a3e6uP5IatVJ6DYM9fmjv1N7trfwjF1fu01u0gGFTKrlFI8ttjnG3sb3HuoQzQ427cNjWu3lblxV4WdI2nFVRgn3Lm/xZceWSZjGbzn1bswAccxyToWmYzNSqOLaRrMTFWHAchqT7Bm22Vq/OTL7RZXOmgajNWKZ2J3imeBxx9/nDe/+c0sLy9TqVT40z/9Uy677LI1l9mIY2GcJOiaRqvjDgel1io5dE2n1XEp5jP4YYhKYGIsnb4dRTGNdp9mq08cJ+iGzlgtnRz/bDhPTBJFo92j2eqTO8nfg6cynJrc6uP7IYV8hmo5tyHL0ofDeY6p1EyXAUPfC6g30p641iCM9LwQP4gGQ3fSYEzXwLJNLENH1/XBNGkNxeq06UEt4yCxSBSEYYQfhMcNpkmXmqe3+effmeOJpT4NN+TqLUV++oatNPohGVMna69v/63O9HmqtCROFIebHvsbHo8t9tiz3KfRP34peC1nDZeBXzyeZ7rscCrPLttK92EYpf1ADUMnm7ExjfS5fWzoGUQJd8+2Odj02bPUo5KzeNdN27ljXwMvTNg5kmWmmjnp4zL0dP/rmkYua2OZBmF09PY1LQ2MwzBG1zUKg+nupztcLE4Sul2P5UaXnhuAgnzOZny0dMoVxEv1Dt2ez/RE5bSKPFwv4PB8k5npKo4txSJn2gURTsIgRV9sMTOVDsdZafZodz1mJqun9AdeCCGOtTo1bn6xSRglKOD2vQ3+/rsL/MxLZogTxR/clgaTz99a5E3XTfPBrxzgHS/fwe7xIu2eRyHnYOg60xPldNmeH7F1qnra/WvEuUHCSSEEpMvSluodXC9MB0qUcmsqpcIopt1xabb7wxPRXMZGKcV8vctyN2RrNcNHbjtI0TG5fkeZ3WO5NceSlhtx5/4mt+9tstg9Oql2ppLhpbsrvHBbeXjiHicKQ9f4u/sW2L/S5/VXjHPJRLpMNIrT3nuNVo8kUUxPVNYsH/X8kCMLTQr5DGO1wklPKvtuOrF4x9aRZ0UQJM6MV7ziFbzpTW/iLW95C3/3d3/H7/zO73DHHXesucxGHAu7XY8Dc3V0DSbGysRRQqvjUi5lCcMYzw+ZHCuTzVjDauO0qk+RzViM1YrPqurdYz25knqkWiB/imFQWmXt02z1iOKEYj5DqZjdkArhKI5ptlxaXRfbMqiV88M3JFwvoNF2h0vpM7aF6wf4fkgmY6OSdCm3bZvkszaObaFIJ0crpQaVkkcDyuHjAeIoprdasRmnYeXqGzFJomh5ESu9kJ0jWT77wCJfemSFyZLNRaM5XnPpKJWsue59eLKJ2U9W74fDITt7lvscano8eXW3Y+rsHMmyezTLrpEcu8dyZM3jqxvX3P/gMZuGhqbpawbd6JqGpoEXRGumdadXVNRKOb59sMM3HlvisYUubS/iN157EYausWe5z+6xLNWcRfKkQeS6ng7csS2TybEipUKOIIxwvTAdguMG+MPhPJBxTMZHipSLpxfuD8+vllpEUdons1TIMnYKQ6OCMF2Ftrpk/ZluTxBGHDxSZ2qsfMLVC2LjXDDhJKRPrNkjDcZGCpQKWTw/5NB8g7Fa8axMBRRCnD+UUrS7HosrbaI4wfcjlFJ87ntL3L6vyTtfuo1+EPP7tx0kjBXP21LkBy8fY7rikHEsRip56s0uhq5TKqYH2yPzTWzbPK0DqDj3SDgpxIXND6L0WBIljNWK5HNHA4cgjGi1XdpdlzhOT9RtOz2ZbrX73H+kw137Wzww1+FF2yv8+2unhtNXV0Wx4oG5Dnfsa/K9ue7wJNkxda7bnlZJbq8dfR283Av4ymN17plt83+//uLBEAydkUqeMErQBtschBGjteKaY1aiFIvLbVwvZMtEBfspQo84Ttg3u8yOrSOySuA8tri4yHOe8xyWl5cxzXSJ6NTUFHfeeSc7duwYXm4jjoWdnkcSJ/hhGuTXKjmiOKHd9RivFXFsk3qrT7fvo+sacZxQKeWoVfKn1aPubPODiHqzR8/1KRWy1Mq5U/4dSpKETs+nNZiWnc/ZlIpZso512q9BV/ve9r2AQs6hUsqRcaxhP8n2oOegoWuYZjo9PVEJuYyD0hSeF6JpGsVChlIhc0pVnj3XZ36pTa/no5RC13UMI/1Zx0nat3J/PQ0NX7a7Sr0f8rFvHuKiQb/ISyfzjBXSUPVklZPHDpxZ1/445j5Xl4N74doUUCNtpXHsoJ2R/NP/LI7tU6kNAspEKZI4OS4QXd32Yj6D6ThMjeT4zuOLfOxre9m37GKbOq+/fJRXPHeUQ02PcsYgOyji0gcTyTUNbMtkpJqnWs4PWx6EUUyn47LS7OF6IYp0eXa5lGNs8Lv3TK1WL/pBNGgLoDNSzVOrFJ62R/FqyNlo9dky+cyrKOM44cCROrXBG4fizDinw8nVUvJTSbCTJF3W7QwCAKXgyGITgOnxikzmE0I8LdcLmFtsYZkGzU5/+A6loWvc8ugKz9tSZKUb8HtfP0gQK66cKvDay0b5g9tmeffN23nx5VO4bvou8sRokVolz8HD6QAvOeBdeCScFOLC5HoBiytpK5B0EEF6QhyGMc1On3bHJVFptdDqCXa357N/pQ8qPZH9va8f5NLJPNdtL1PJrj3pOtz0uH1fk28daNH1jy7J2zmS5cZdFa6ZKZOx1p7YfeHBJb70yArX7yzziotrbKnlGKsWMAydRquPpoHrh5QLWaYn1k7bXl2lNFItUCk99RAOpRQHDq8MwlipRDmf3X333fzUT/0UDz300PBr1113HR/4wAd42cteNvza6rHw1ltvpVAoMDU1xdTU1Cnd12q/uZHBlN2VRo9KOa1Abrbd4TLaOE4YrRU2bFjMZll9o7ze7KHrGtVynmJ+/ctfj72dnhvQ6rh4Xohl6hQKGYr5zGn121RK0ev7NNsufhCSy6ZBZdqCIh2E1R4MvoniGF07GoAV8hlMXafnBYRhTMaxKOYd8jnnpMPAnswPIhaWW2kP0USh6TqGDlGUDAfVxIniUNPjieU+e5b67BjJ8upLRvmH7y6Qtw12j+bYXsucdCr4qQaVkOYRc21/zaCd5V543OVKGZOLxnLsHkmnc89U1tc/U4PhytAwip9y2wxdG7bnONJycV2fsmPyoa8d4PGlHuNFh4tGc/z7ayaJEoU5GKKmFGiDqs18zqFczKY/s9Vew4PBTo32oF2CppPLWoxUChQKDqZx6s+rvhsMh94EQUQUK/I5m6mxEhnnqSueV6so89ln3tpPKcXsXINc1ma0Wjjl64und06Hk4lSHFloopRieryy7j9USqm0wbAXsHWqiqGnvRqW6h22TsrwCSHEiYVRzPxSC5UobMdkfrENQC+I+bNvHeFHrxpnsuTwyEKPj9yWBpOXTeb5N8+b4P+79QD/5nkT/NuX7MIwdPbNLrNlokoh73BoriGDui5gEk4KcWHp9X0WVzqYps74SBHHtgijmFY7nRKd0oZTTF0voNUPuH1vkzv3N2m5ET9y1Tgv2VU9/rb9mG8fbPHNfU0ONrzh10uZdJn3DTsrTJWOhoFJovjukQ73zLZ56w1bWOpF5GydSt5mfKREPmczt9AiThI8LySfc5iZqq1piRRFMUcWT21K6sJyG0PXGJU+k+e9u+++mze96U08+OCDw6+98IUv5Hd+53dOGE6u+vVf/3Xe9773ndJ9JYka/n45jglK4Qcx2YyFH0ZoaIzVTjxY6lwXhBGNVp9uz8NxLGqDATjPJIQJw5hOz6PT84iiBMdOh97ksw62ZTzjYKfnBjTb/eFy7lIhM+wluFpV2e35dPvecLm9pmkU8xlyWYsgTOi7PnGiyDoWhdzTh5Wrt9vquNRbPcIwrf7WdQ3LMojjmDBMjltO/a0DLR5d7LFnqU8viPl/f/g5HGn5NPohu0dza4aKQRoIaoPqwmei5YbsWXaHy8EPNl3iJy2xtgyNHbXBUvDRHLtHcuSdk4d8GmCaBqPVPLVKjvmlNo12/7il26v0wXTwbNZGxTFLzT57l/ssdUJevKvCPz+0xFcfr6eT0UdzvGCmRC1ngQamoaeDjgydXNahmM8MVwFEUcxSvUtj0E7A0HVMU6eQz1AuZk+pPcFqIL+00qFYyOB6Ad1+gGXoTI6VKRUzJ72tYR/kjpu2+nsGfVeVUhxeaGJbaaGb2FjndDgJaVjg+SELS20mx0oU8usfb9/peSwst5mZquHYJmEYMztXp1TMMlLJn9PvpAkhNk6SDBor930mRoscnmvi+uk7nEtdn9//+iy7R3P8h2uneHQxHX4TxorLJ/P855fM8GffOsKOkSw//YqLyGcdHn5inomxErmsw9JKh23TNel9ewGTcFKI899qr7flegfHttKl0Do02y7tjouGhm5oBEGErmv4QUzfD7jvUIeZaoa8bfCXd89z/fYyl08V1gy3SRLFwws9vrmvyXcPHx1uY+hw1XSRF++scNnk2utA2h/5nx9axjZ1XnPpKNfvqGBbRrpcrpxncaVDu+sRhhEZx2LbltqagQBKKVYaPVqdPpPjZfLZ9QU+na5Ho9VjZromr7UvAIuLi1x88cWsrKysa1n36VROttp9lupdADKOhW2bdHsetm2e9tLSc4nrBTRaffpeQD7rUCllyTzD5dpqMG271/fpD/oL6togxMpYZJx0ovOp9r70/JB2x6Pnpkvsi4UspXxm+HpYDaZUd/s+7Y6LH6ZLeh3LpDQItFw/pNdPw0rHMnEcE9PQieIEzw8JB715Hdskm7HJ5xxMU6fb82m2+gRRhGmkgykVCpUoXD84LrzzwpiMZXDfoTb/8vAKs02PiaLNT1wzxe7RLA03SkO6E1hvn8onC6KEAw2XvcsuTyz32bvs0guOn/Q9WbLZPZIuSd89lmW8cPKgz9A1KuUco9UCy40ujWY/rc4/wTZrmkbGNhmpFTF0jbnFFq4fstQN2Lfi8ehCl5svrjFasPnY7bNphedojl0jWYo5m6xtkigwTZ1SIUupkME0DXw/TI8tPW/Yy1LX0qB49XLrKThTSrHc6NLquIyPlPCDkKWVDgqYGCkxUj15luMPWvulVf6nvmJNKcXcYgtd15gYLclxbAOd0+FkohQHDq0AUCvnaHU9DF1jaryM/jT9B1b5QcTsXJ2J0RLFfAalFIsraTPyrVOVZ1RyLIQ4PyilaHVclutdRqoFTENnz8Gl4feDKOF//NMTfN9zR/i+59b43lyXP7r9EFGiuGq6wH+4dgrH1DF1nW3TFSqlHI/smaeQdSgWMvS9gJmp6rr/Xonzk4STQpy/Vo8jK40e+ZxNrZKnP6geShJFxrHwgpAoTIiThCCMmG/73PLICnfPtpkoObzh6gl2jx5/AnWk5fOtA+lU7oZ7dDrs1orDDTsrvGh7mYKzNow5UHd5bLHPqy4Z4buH21SLWXbXHHRNZ2ykQLWSp9P1mFtsEUYxjm2ybbp23JCQnpsu4S6Xcqf0hv7qYIFdM6Ny7LuA3HzzzbzlLW8ZDsT5wAc+wJ133rnmMhtxLOy7Pq4fksTp712xkBm+frsQDZdrt11cPyDrWJSK2VOafHwiSZKGf64X4vnpBG5IK+9sy0w/bAPbSsNCw9Cf8v6iaLVS0ycMY2zboJDLUMg7w2XlSin8IK0ObXfd9D5VGqTpuoau62vasxmGTj5rk8s6ZDMWlnl8xWcYxizW27Ta7iDgNLBtiyRJ0snfcYLrh8eFi0GUsK/uDqvQ3/tPT5C1dS4azXH11hLXzKz/+Zv2w1xfHNPwIh460hkuBV/oBMddpuAY7BrJDnpXnnxJuqZB1rEplxw63TR4Xi361DhmufpgDI+h6xTzDrqu02z3iROFbRrEmsZ39tV5fKnPE0t9xos2b71hK3fPtslaOs8Zz5O1zcHPSKNUyFAt57Etg14/YHGljeuHmLpOLmenvZWBciGtqny6XqpRnDC/1CKOE6bGy3heyJHFFlEcM1orMnGSJdzJIGBMkoQtE5VndDyaX2qTJOn9SkC5MTY8nHzXu97FZz/7WQ4cOMADDzzAFVdcccLLbVQ4OXu4TjJojOr7EY5j4vkR0xPrfwc3SZK0f0DGZnQwUbDv+hxZaJ1yNaYQ4vzg++nBbXV64/7DK3S66RI5XU9P8HbUcqz0AipZi/sOd/j4N2eJE7h6SzqV+yPfmOWyyTw/8aJtTI2X2XNgadBHxzlaOSMHswuehJNCnH+UUtRbfRqtHqV8hoxj0ey4hFFMPmsTx+kwiiRRxHHMYtvnzgMtbr64RrMf8p3ZNtfvKDNRXPtatuWGfPtgm7v2t5htHl22nbcNrtte5oadZbZVjx/y+O0DLW55bIVGP+Tmi0d4843baXU8NC2t/KiWc/hBxP5DKwRhhGUabJuuHbf8NYpi5hZbAEyNl09pCEeSKPbNLrN1qnrBVLCJ1KOPPspb3vIWVlZWKJVKfOpTn+Lyyy9fc5kNmdY9WBVXHfTw1uU11tDR5c0evb6fLqvNpctvn2pw1amIk4QgiAnCaPARE0XxcJLzk2matiZQVCrdziRJCAfXSxTomoZhaFiWScY2sW0TyzQwdJ0giuj2fFw3IBksAzdNHdMwhr0R4yQZLLdOB+SkwaPCsnSK+QzFQhbL1Gl3vUFQmZDL2limQRBGg0ngMUEQD3tVHitJFIdbPk8s97F0jRt3V/mTOw/TC+J00M5YOpH7ydXra/cFJxpI/pSX73jRMZWVffbXvWHl/CpT19hWzaRVjYNBO6XMiX/eq5O5n5wOGbqWDgZKGFZamoaOIt2Pq0NykkQRxjGagn95ZJnvHGxzpOWzo5bl3a/Ynk4UH2wTQDaTvmFXKjg0Wi7LjS5JkvaRzGUd+q6PUlAqZtOg8ineZOi76TyAUiHDaK2A66XVkUEQMVornLTCsd11WVzusHXqmbX2W1zpEIYx0xMSUG6EDQ8nv/71r7Nr1y5uvPFGPv/5z5/RcHKVH0QsrXTwg5Bs1sF1fYIwppBz2DJVXdeBabVi0g8itk5WhxPcDi80sUyDyTEp2RXiQpAkCQvLHTw/ZHqiQhjF7D2wRKIUugZKg/991xEeX+rza6/ZhWXo3D3b5pN3HCJRcM1MiTdfN80n7zyMUor/cvN2ds2McXCuThwlOLbB2EhJBt+IIQknhTh/JEnCSrNHq+2SzzkkSVp5k8/aGIZOs51Oxk0GJ8sPznf554eWmW14PH9rkR+6cpzqk5YHemHCfYfbfOtAi4cXesMTR0OHK6aKXLe9zFXTheOqYw43PeY7AdfMlPiXh5eZGc1z06XjtFp9NE1jcrxMpZglimIOHF6h5wbYlsm2LbXj3uBfs4R7rHzKPfuUUhw8UqdazlEqHB+eCrFRw1IBOWdbh7Ra0afbS/s72rYx6O1oP6NefKdqNQRLwy6FRhqAaWjDZcWrwjCm7wVpZayXtlVaXaqdcdKl5bquEScJvb6fhpVeMAwSkzitTFcqDeBWb3u1p6Wmpb0ZHdvEsS0ytkmiFN2ejxeEZByLUj6Dpmu4bkCr5+G5wQmDylXLvYAnltIhO3tWXP7bK3ew0Am4e7Y9nAx+sn6RlqFhGDpJogiikzSIPIEwTphteMPKyj3LfTr+8UvBxwr2cCL47tEskyXnlIL81bAySY4PMjUtDZNXv9xxI/bV+1wx9f+z999Rll2HeSf6OzncfCuHzt3IgSAIggSDIJKSaFnBQbKVGOQge6x5DhM8Y6+ZR45tjW0t0p4Zy7YcJFFPltZIpi3JskRTFCkxAiAAIgMNdO7qyjeHk8P7Y597q6qrGuhGdwPdwPnWqr7VVafuPTfuvb/9hRKPnOnwG0+ucnTS5o65Iu/aX2HC1kgR+cqVooVt6fT6LkMvQFMVpiZKkKbjzbR6xaZU3DtXUmwKDml3xThVtA08L+D8qiApZybLYyHajsctillaaVGrFKhVrnx9ttHoEScpc9OV1z44x6viutm6Dx48eN3JySRJWdnoMDtZRlUVoiim0R4wdHwKBYPBwMfzQ+amK9Qv03LSG7hsNgfsm98KSW13h7S6Douz+U5vjhxvZXT7LpvNPlMTJUoFg7MXGvQGPrIkIcvQ8yL+9deXkCX4qw8tUjRUvn2uy688tkyawoMHKnz83fM8erbDt850+NvfdYAj+ydodhyCMEJK4dD+yV32uBxvb+TkZI4cNz+iOKHZGtAbuuiaQhgmmKaGbWn0+h4DxydNUuIk4YXVIc+u9PmL75zl5KZD2wl5x2IZQ90iF+Mk5fj6kMfOdXn6Qo9gm+3v8ITFgwcr3L+vvMu2naYpXz/V4Ztn2jQGIQ8fq/EzHzpGkqQ0OwNURWFuukK5aBLHKWcvNBg6PpqucHBhAnsP11Fv4LHR7FEr25c9n74Ya5tdFEVmKi/AyXEJ5GPhmws/iBgMPYauaMdWFAnbMrAtQQDeSNb4kcV7ZCv3/JA4FqU2ssSYNNRUGV3XkBCREkmSoqoKtqlhZPcpSVKiKMYPI/wgIgjisWpTEKiCwEwRRJyEsIyrigwSxFFC8BqN2COs9Xy+eabDqU2H822Pv3DfLB88WuPp5T6LVYMJe3cuqK7JKIpCFCfEUbJnRuSrPU6NYSgI0qxoZ6Xn7zrO1mQOZUTlkUmbg3Vrx3h0KYxawZPMAr/XqUkwLqSK45SeF/HKxpCX1oe872iN+w5M8G++eoZjkxa3TtsUDXVcLqQqCnESAxL1skW9VqQ/8OgNPexMdbmX2jGKhcJfQsT9KYqM4/osrbaJooT5mQq1SmHXY7Wy3gVS5meqVzzOrW12AYnZqfyz62rwppOTVxN6DDBwPNY2e0xuCzRNkkQ0MfVcTFOjP/BIU5idEraV13qx+X7I0mqbuemtnWE/iLiw2qZefX2Meo4cOW5c+EHEynoH09CYmSzRH3qcvdCCNEVWQJJk4ihhfeDzjVMdfvjuaRRZ4lunO/zaEyukKTx0qMpPvWsOL0owNZkwSlmYLROFCY4bEMcxtx6ZfUN2o3PcXMgXZDly3LwIo5jNZp/+UKg6NFWhUrbw/ZBW1yGOEiRJIkkSvvRyky8db2LpMu89WOVDt9R3qB2TNOV0w+XJpR5PLnXpeVuKl+mizoMHK7z7QIWp4s4NrjRNObnpEMQpd88X+a3vrHF0usCfeuc+fC+gO/CwDI2F2SqWqRMEEWeXmzhugKGrHFysY5m7SUnPD1nd6GLoKjOT5csqKdgL7a7D0PFZnNvdLp4jxwj5WHhjIY7F/NXxAjwvJE7EZ5mhq6JsKMuV3CvL8XohSRKCMBYk4phMFHmXqqpgaCqyIiEhEcXiuJGlfJSHKWeN2nGcEEZRpqaUsUxNKDEz2/h2dWWcpISZTd0PQhxXPCZRdt0jslKWwAsiwstQO8ZJSpgkaLLMv/7GEicbDqYq846FEj92/xxOEGOqO3M0JQk0VUFTZMJki6y8EjZnGMScaTrjZvAzTXfH5hcIgndfdacV/GJF/6VwpQVAXpjwjdNtjm84vLIx5PvumuHj71nkzFqXkq6iqjJk9nEQdvKCbWDoKn4QkiQp9WqByh4xDv2hx/pmj6mJEpWSUOwPhj7nV1pIEhxYrGNfNPZ1eg6tjihs064gtmRUkqOqSt7ifRV408nJET71qU/x6U9/+opuI0oSXjqxSrloZJkQCQuz1R3BuaMyC0kSBISqyNQqBeq1AsqrBJ/GccLSaotSQQQpj65vbbNLGInbebW/z5Ejx42PUZzD0A1YyLKzTi81cBx/HNycAo+f7XCm6fIj75gZh0X/0ctNPv/0OgAfOFzlx981x5+caPHE+R7/y0cOUrBNLFOj23dJkpSjB6dfV5ZJjrc+8gVZjhw3H/wgYnWji+MFKLJErWyjKDKN1gAvCJEkma4b8O1zXTb6AT9+/xwvrA4oGgr7a+aOhe/ZlssT53t8Z6m3o9imaCg8sF8Qkgfru21sXpjwh8cbPH6+S5LC998+yYdvn2Juukyj4+C4PuWCxfyMGN/6Q4+V9S5+EGLoGocWJzD2Up1EMWuNHnGcMDtVuSrX0ND1WW/0ObQ4kVttc7wq8rHwxkeSpvhZAc6IIBw1YoMg+VRVRlMUVFUel9SMv/ay4iLckKOoixFxGMUxYZSMFYzi+rcX7qgYuoquXR45KsjImDCMd15G8fj24+xyy+4tNpw0TcluV0FVRZalLMvjjSfPCwWJ64ckaSoIW1ki8ENcP3rNcyN7DFa6Ph0v5K65Er/5nTUeOdvhyITFkSmb9x+uXTIr8moQJykXOt64EfxUw6Hj7j7niYLG0Umbo1Pia7Z06VZwEASnJElXRJ76UULfi5gs6vziN5d4eX3InXNF7p0vcf/+MpqqkGQKWVWVKdnmuEguihMsU2d6okjR3hovkyRhbbNHGMUszFTHOcnN9oCVjS62qXFgcWJHCbLnh1xYbTM7Lazhlwuhvuxg6BqT9eJl/12OLbzp5OTVKiejKObCWpv+0KdUMIjihHqWF7B94jd0fNYbPTw/Ek1QUULBNpiaKF6ykTtNU9YbPSH/na2OP1BHLPz8TBXbyu2ZOXLcjBi6PqsbXaGGLtu0uw4XVlsgbU2ggjDmt59Z55GzXf7Kexe4ZbpAmqb83vOb/MGLDQC+59YJ/ty90zxxvsdvPbXG3/2ew8xVDKYnSjRaQxQZJuul8SZHjhwXI1+Q5chx82Do+CyvdwiCiIKtUylZdHruWDkpyhxS/v0jyzy30ueO2SLvPVTl3oUtJUWapiy1PZ5Y6vHkUo/mMBz/zlRl7l0o8a79Ze6YLe4qUBgV4hyomRydLvD5p9Z4x2KZdxysUS2aNNpD4jihXiswM1kWdu52n2ZnSBQlmIbGgYWJPTfLkiSh0RrQH/rMTJWvaFG2FzxfFBIcWpx83arLHG8f5GPhzY00TUnSlChKiKJY2JBjoezbTj6OsMVrbSMvZRlFllAyklNVFdTXaPq+LvcjSYnihDBTSm4nYkfZldmpo4wIWElmpFsa/X00tnsLgm5kPb/c82g5ISc3ReHND9w5ycCP+c2n1jg2ZXPLVIFDExb6Zdivr/T+t5xwW9GOy4Wut4tgLOiKIConbY5OWeyvWePxSgIUVUJClA/JskQU73z+R1BVebzmuhi9IObZ5QEvrfb5Kw8t8Mq6w4Wux70LJSYLWxyMZagUbJ0oThk6AWmaYhgq5YJJqWhimTquF7Ky0Rmv+0bj9fJ6h3ZnyEStuKN1ey+h2uU+fkurbcpFM+8XeB1408nJazUAhWHE+dU2Q8fHMjUUWWZxtrarfWwrbyBmslZk6AaYhsbUROmS0t1Oz6HZGbJ/m7x3RIralsHUHsGqOXLkuDERJwlrG13iJGV+ukKSppw5v4kXxGKAzI6J4pT/8vwGJzZd/tKD89RsjSRN+c3vrPHVk20AfvjuKT56+yQtJ+T//MMz/J0PHWBfVahUNlsDTF1FlmUOLNTzz4gcl0S+IMuR48aGKIMZsNHsk6ZQLZskSUqn5wrLX5ryyrrDY+e6FAyFP3/vDMfXB+yrWuPCgzQVba5PLvV44nyPzUEwvn5DlbhnvsT9+yvcOVvYVWwDsNrz+a2n1jjdEMUC33NbnSNTRWpliySFXt9FVRXmpsuUixb9gUejMxhbDwuWnuWp7yYl0zSl2RnS6TpM1otUStZVj1lhKEp2DixMoGmXb43L8fZFPhbmuJmQZjmLQSjaycMoJoqEOjOKkx3e5u0qPqHWTMYKQABZFtbwMHx1O7gbxry4NuSVjSEnNh3univyZ++d4Zun20yVdN5xsI6lKQydgCBThF4LeGHM6abLyU2Hk5kVPLzICq4pEocnrDFheWjCxtS2xjJFkVAVGUWW8fxoV3amoghiei+S0rZ0DszXeWm1z28+eo5HTzaYKGh84t3zLFZNYOsxHgnHwjAiTtJx7ICmKpSLJn4YEUUJi7NbKsowijm71CAIIw4uTlCwxXWOrNppyhW1cadpytkLTabqJYqFq9vke7vhmpOTP/uzP8vv/u7vsra2xuTkJMVikZMnT+467loNQCPZ9QhBEHFupYnnhaiqwmStuGcrU6/vsLTaRtNU6hWb3tDH0EQj1F6ZcK4XsrzW3qGWHE1W+0ORo3MluQQ5cuR449Hru2w0+8xMlikWDNYbPTabfaSs8CYFoijlXMthsW5jWzr9voumyMRJyuceW+bx8z0k4Mfun+W7jtYJogRdlRkEEUVdZW66QqszxDQ0oijm0P6pGypEPMeNh3xBliPHjQk/CFnf7NMduOiqIsaEoTvOE0uSFC9M+IdfPI0iw4MHqjx4cCsTcpQh+fRyj6cv9GlsU0hqisTdc0Xu31/h7rniLvVLz4t4ZrnPsysDfvS+GWxN5rmVAfcfqFAyNUoFg6EbEAQRpaLJ3HSFMErodB2GrkeaiObWom2wOFtF22Num6ap2IBvD6lVXn/ZzcWI4oSzFxrsm63taRvPkWMv5GNhjrciRkrMOBFK0jgW30dRjOsHDJwA3w+vKKdxhCRNkSWJ335mnRfWBqz1Ao5N2fzN79qPn0DRUjFUZVzyc60QxSnn20JZOSIsnWAnsTrKrRzZwI9M2rts6ZfKp9Q1UXR8MbcqS4g1XNHimaUOR6YKnF7p8g9//zjv2lfh3oUihyassdtV10S0QBQl6LoqrPtxmpUbpUxUC8xOVZAzyWu377K00sK2dA4uTox/3uoM6fZd9s/XL9sFECcJZ5eazM9U8iLUK8B1U06+Fq5JW3eacuZ8g2rZolYt7MixcP2Q88tNfD9C0xQOLU5gXvTCSNKU5bU2w6GPpimUSxaDoY+qysxMlHepLqM4YWmlRaVkUa9uNTy5XsDyeofpiRLlovW67kuOHDmuH8IoZmW9g6oqzE6V8byQc8tN4lgMVmmaksQJQZTwrTNtPv/0Bn/nI4fZVxKLqiBK+HePXOC5lQGyBD/94AIPHKhwruXyi99Y4n/76BEKusJEtYAXRMiy2B2cqBYoFsw3+d7nuNGRL8jefhjZ3+IoGVvERj8T0zIJSRLWqFHulSxLmbJgZ0B+jmuLJE3p9hw2mwOCMBIZV6SEQUxKSs+N+Pb5Lo+d7fLgwQofvmWCpbbHYtVAkiSiOOXljSFPX+jxzEp/R6mNpkjcMVvkXfvK3D1f2qEqAXCCGFtX+MaZDr/15Cq3zhS4b7HM/fvLlExtnGPmugGqojBRL2KbGr2Bx9D1x9a4JEkpZ4SlusfGeZqm9AYem60+5aLFZK14zV5TcZJw7kKT2alKHn2U44qQj4U53s4Io5huz6XZEWMPKUjZeK/IclYGFL0qiTn0Y1Z7PkenbL50vMnvPrfBYtXg1pkif/qeWfZPFYmimKETEGc2+1Gpz9UgSVPWen5GVAqFZcsJdx03U9J35FZOFna3k18uFFnCNDVkSeJUw+GRUy2+fbbDQ4eq/MBdUyx3fGbLOook7bDSa6oo1CEVUX0jdWWxYDJRLWCZKsvrHbp9l4WZ2pjzGTo+q5td9s3VLzuHOYpizl5osn+hnheiXiZuanIyShKePr7MXL2I64dUS2LXd/sEa+iIRqYgjCgXLA4s1scs+AgDx2d1vYOuq0RRQqloMnR8NFVhZrK8w44ykvcmacr8dHV8W0mSsLLeRZJgbtvPc+TI8eYhTVPaXYd2d8jcdBVDV0VG7cBDkiV0VRGZMpkV4/PPbPDsSp+/9d2HmLLF+37ox/zrb5znZMNFUyR+5qFF7p4vsdL1+Od/fI4feccMDx6sYpsalmXg+yG1ikUQJsxNV17jDHPkyBdkb0UkSYLni4yqIIzGqoXtUy6xiaEgy1vkoyAixe/TVPwjLoR9LM6KAi6euqmqMg7t11QlKwlQx3OR0d9H2VecZT8laUKaMM4EE/rxrXOQACRpHP4vFkkSctZMqqrKngUHNyNcLxi7YeIkQYJM7ZLiBDGGKnO+7fHP//gsd84VefBAhbvmSqiKhBcmvLA24OkLPZ5fHeBus+aZmszdc0XuWxQZkhcTkkttj+dW+rywNmRzEPBPf/gW+l6ErkqUbV1ksEkSQRSTJimlgkGpaIm22CBEUxXSJMX1xUKwXi0wWS/uWdo4LopsDyjZpjjuGir7kyTh7IUm0xOlfGMuxxUjHwtz5BCIk4TBwKPVdRi6PqSgqDLqaBxWZOIkYej4JK/CLbpBzMmGw4lNh/cdrqIpMr/4jSVunS5w60yBW2eKWKMxSYIkAQkx7l0tWsNwS1m56bDS83cdUzHVbbmVNgsV43VxKKahoioKaZriRzFJnPL//f1X8MKE+xbLvGt/WdxXS8sa3mMkSVjJZUnkYcqSaHFHEnMqy1QZDHwMQ+Nw5oILwojzKy1mpy6/KMcPIpZWW3n28mXipiYn0zTl//PLj7HW8/iuY3U+es88UpJQKVlM1Ao7SMhe3+H8Sps4SZidKjM9Ud7B1MdxwvJ6Z6x4Gjg+RdvA9QJ0TWV6srzDtj1qAd83tzPXstt32Wz1WZyt5c28OXK8iQjCiOW1DralM1Uv0u27rK53SUEs5kiJstyXFJis2vzuU6vcv1jAyna3GsOAX/jqedb6AZYm8zfev49j0wXiJOXTXzjJ99w6ycPHasiyzNx0hXbXYXaqwnqjx+H9k3nOZI7LQr4gu7kRxQmO4+N6Ia4fkiQJkiRhGhq6pqBnROHlNopeKQQRGmZkVUSQBfdH0daKRZIlNEUR52OoGJqKlBV/yZI0/n67xSrL8Cdly5KWxFuNplEsNnW2TyMVRRbEqC5uw9BVlDe4zOBKEMXCBt3uDolioUqRJIk0SfGihGdX+jxxvsdLawP+9sMHOFC38KKEgq7QGAY8vzLguZU+L284RNsWc2VT5d6FEu9YKHHrdAFV2br/XphwfH1AArz3cI3PPbYCScIds0VunylgmyqmrhGG0Zg01jSVgm1k5QoplqmRpjB0ApI0QUJisl7cUQa5HWP7dmdIuWAycQny8mowIianJkqUcmIyx+tAPhbmyLEbaZriBxGtzpDewCUMYxRVxtBErv2oaGjUPP5qzE4YJ7yy4XBic8grGw4LVZOffNcc3zrdxtYVbp0pULK0MeehKRJhnOJ6u1WQV4qhH3Oq4YwJy3Ntl4tFm6Ymc2TS5pYpm1umC+yvmbtK4V4Npq5kESYSSCkn14c8erqFG8T82P1zPLvSp2KqHJq00DWFMBxtygoYhkqtXKDveDhOsG3jFgqWzsxUBdvSWFppU6vYl114M3R8Npp9Di5O3LDzoRsFNzU5maQp55dbvNxw+c9PLHG+4fBzP3gMy9JRkKiUrR27x6PA75W1DpIE+xcmqJR22rA7PYdGe8D8dIWhG9DtuViWjueF2JYozhm1e/tBxIXVFlP1EuVt1xOEERdW22P7d/4izJHjjcOWWtJhYbaKJEksrbYIArHotAwVN1M0pSm8sDbkPz2zzj/4gVuIwmh8PefbLr/wtSV6XkTNUvnvP7ifhao5zphsOyHTFYM4Sjm8f4r1Ro+56TKrGz0W52qXLfnPkSNfkN1cCKOY/tBj6PgEQYyiyBRsHcvUsQztuu2MjxYonh/i+aI9NM5m9pqqYBiCBNU0BV1Txw2naZpmjaMRbva3UZY9ZegalqlhGuLyauYrW+UAEX4QZeqEaGwZ01QF09SwDA3T1N+0LN40TRk4Ps32AD/I2lezcwzihBObDnfMFvnyK02eutDnXfvKvHNfmYKucKrh8NzqgOdXBqxepAKZLGjct1jmHYulHZlXwq4Pfpzw7755gVMNhwMTNu87XOW9ByqkCBWtZerESUwUCsJXkiVBIksSuq5SsPSxHTtOUkgFaTlZL1Kw9D2fuyRJaHUdOl1nz437a4UkSTm33GSyVqRUzInJHK8P+ViYI8drY6yq7Dm4bpBtYClY2bjqegGeH46bwV+N6Rl1d3zpeJNnVvqcbbrMlHT+3vccxg1jUsRmmySRkYTSzrbyq0AQJZxtbZXsnGq4+NFOttJQZY5OWhybLnDLlM2BunVZZGXB1pmbEuOr4wb0Bh6u5/OFFxp85UQLU5V594EKP3j3NAVLNHmniDEzTUV5T6VoUy4JN21/6OH5ERJkylUFWYJCwWBxtnZZc6d2d4jjBizM1l7fA/Y2wU1NToIgCButPl4Qoeo6ShrzC18+xfmWy3ffOsH9+ypMVe0duTtpmnJhtU2rO0RXFfYvTlCwtqS5YRRzYbVNwTaYqBXo9Bxa7SGmqREEEQXbYKpeQlFkkiRleb2NqogsO2nbZHSj2cfzQhbmankhRo4cbwDCMObCWhvb0pmsF9ls9Gn1HCTI1DuiNCuMxC7j773Y4JHTHf7aB/ZzqLb1GfDi2oB/880L+FHCQsXgv//gfmq2Rs+L+OxXzvKJd89zx3wZP4y47cgsqxtdJmpFBkMfw1CpVwqXPskcOS5CviC7sZGmKUM3oD/wcNwAVZUpFUyKtoF2ndSQaZoKNaQX4HohQSA2TgxdxTR1TF3FMLSrmluMyE7XC8eLmTS7jYKlY5s6uq5ek/uXpkLV4WXq0tHCSZZlbEunYAly93pG4gRhRLM9oDfwSJJ0R3bXi2sDHjvb5ZmVPrMlnb/98EEMVWLgx7ywNuC5lQEvru20a8sSHJm0uWuuyN3zRebKxvix6nkRz68OOL4+5OX1IT/6zlm++7YpvvZKg1smLQqGiixJWJZGEqf4YTRWoGqqgmlolIsmlqnj+eH4nBVZGpfcTNaKl2zBDqOYRmuA4wbUqkLdcb3s93GcCGKyXqKcE5M5rgL5WJgjx5UjjhM6fbEJ5fohpKBpCkXbQFFk+kMP1w32JCpHjomRjTuIEpa7PocmLB492+HXn1hlwtY4Nl3g4aM1FqrX7zM+TlKWOx6vbDq8sjHk5KaDE15MVkqZsrLAsWmbAzVrhzPhYiiyxNx0hYlaEYD+wGN5o8NzF3q8uNrnz983y1NLPTYHAR84NknFFC6Fbt8ZPyaSJMZlXVVwvJAoTqhVLJIkpT8Um5S2qVOr2lRK1ljEthdWN7poqsJkvXi1D9dbFjc1OZmmKWcuNClYOkVbtBb2+i66ofGNVzb5b8+vs9L1+Wc/eidEEaapMztVoVQQE8gwijl9fhPPD7FMjf3zdUxjWxN3Z0iv746buNs9h2ZrgGEIkrJc2goRb3WGdHoO++brO+zfQ9dndb3LzGQ5303OkeM6YXu25PxMlShOWF3vECepUKQYGgPHF011KaiqzLqb8uuPnucvv2cee9sC71tnOvyHx1dIUrh12uavv28flq7Q9yL+rz85x+0zBX7igXnCOOHWQzM02kMKto4iy3QHLvvm6m/iI5HjRsKJEyf4xCc+QaPRoFqt8rnPfY477rhj13H5guzGw0hd1+k5403JEVl0PcjIkTV86Aa4XgCAaWjYlo5laujatSEJXwsjwtLxApysCRrAMgWBaNvGNd1sjeMExw0YusIWn6Qphq5StA2KBfOqbytJtjIWoygijlKiJGEYxDy30mfgx3zk1gn+8HiDNIV75ov0/JiX1ga8tDbkfNvbEaRf0BXumity13yRO2aLFHQxdvS9SCg/Nh1+5J2zPLsy4Jun2tw5X+KWKZvZkoYsydtiRRKhkEQsfCxDLGxKBVO89oZCqSFJoGsqQSjysWqVAuWiecnXgusFbLYGxHHCZL1I0Tau6+smimLOLYvym8Jl5m/lyHEp5GNhjhxXjyiK6fY9un1nPK5qqoJlaCCleL5wXSRpuiP+BUZZ2BJBRgqGccK5lscrm0PumSsxUdT4p186w5GpLet1zb4+MXZJkrLc9Xkls6Cf3HQYBjsbx3VF4vCkzS3TgrA8WL80WWnoCvvnJyjYhuBnNno4rs+pTYevn+ny5LkOhyYsPv7ueSYKGka2OWvoqlBWpimmoRLHCUM3RJIEKamoCp4XjJ0qqqJQrdjUKvYOTgjEHOv8cot6tZDzQpfATU9Onj7fQMlehFEUY+giJ8HxAmRFYrXlUTZk/vhkm6cv9Hj/oQrv3F+mXhblOZap0+27LK91iBOxG71vrj7ejfb8kOW1DvXqVq5Ap+fSaPfRVIUwSpioFaiVbTw/YnmtzexUeUcQeJwkrK53QYL56cp1sdTkyPF2RRjFLK+1MQ2detVmdb2DF4iWO1kWg0pv4AnbngQvrg1RTZ27pizCKBoHSadpyh+82OD3nt8E4N0HKnz8gfnxIPcvvnqOqaLOTz4wR5pKHDkwxcDxkYBqxeb8SovD+6byMqwcY3zoQx/i4x//OJ/85Cf5/Oc/z2c/+1keeeSRXcflC7IbB64X0OoM8fyQgm1QLdvXJT86jGIGQ4/B0CeIYhRZpmDpFGzjqu3V1xpJmuJ5IUPXFw2fcYKuKxQsg4JtXNMszRE5OnB8BkOfOE4wTY2SLW7r1SzzaSpaR8MwZuD4tLsDPH9LHZmkKaTwL79+nlc2HY5M2rx7f5mDExYvrg15aX3IiY0hQbxzWrxYNbhrrsQ980UO1i0kCZpOiBcmLFZN/t23LvDMcp/Dkza3zxb46B3TKGS2N2n7+W19ryoytYrN5EQJVRY5572BSxDE6LqCoalje3ypaO25yBkhTkRuZqfnYhgqk7XiG5J5HoQR55dbLMxWscy8lTvH1SMfC3PkuPZI05T+0KPTc3Ecnyize6uK2DBTs9brMIoZDn0u7sKRZWmcuxgnKedaLq9sOpzYGFI0VH76PQt8/VSbME44PGGz7wpyIiWJTGmYEkav0uyDGMNXuj4nNpwxYXkxWakpQll5bEoQlgfrFtoe8wZVkZislzLx2ZChExIlKWd7EXfMWBxf6fGl400e2F/mnvkSRUtHUWWCIAZSDF0hCEWhqqYq4+bzUd6ylxXUaapCvVqgWrbG/E+SJJxZarB4Ba3fbyfc1ORknCS8dHIVVVHGYbBy1iiZJAmicVLcPTdIePxch6+f7tDoB/y9jx5lsWaSpClF26BUsGh2BgzdgDiOKRctFmar4+an9UYPP4h2/GxUfqPIwt49PVmmYOlcWGtjGhrTE6UdE/bewGWj0Wd+popt5RO5HDmuBqOA/1ZnyNx0BccLaXUGpClIkoRtavQHQi2ZpCmSBL/7fINvnW7zl96zwG3T9ngADqKEX3t8hcfP9wD4vtsn+DN3TyNJEk4QY2oyfS+mXlBBkliYqZEiiIy56Qpnl5p5zmSOHdjY2OCWW26h0WigqippmjI3N8ejjz7KwYMHdxybL8jeXMRxQrvr0O2741iGaz1Gx3HCIMst8v1oyxpeMNC1m+9zIwgjho4gK/0wQpElbMugYAs7+LUkKz0/pD/wxi3aIldTJk0EGbm1aEoIQ5F5CRDFKacaDs+vDXhhdcD9+8r86TuneOxsBz9KON10eWl9SNeNdtxm2VS4bUaU09w2U6BiqqTAMIj5rafWOLXp4EUJH751kh+5b5aVtkvJVPZcAIFYfElIWTlbCcvUcLyAoePj+RGyLFG0dTRNw3F9HC+gYOljYvzVVJLN9pAgjKiW7R2Ln+sNxw1YWe+wbz5fXOW4dsjHwhw53hgIK7gr4mq8ICtb27IwF2wDTZXoD308T5SzvRqeON/l2ZUBpxsOXS/i537g2JjIPDxpUzav/TiRpCmrXX9MlL6y6TDwd5OVhycsbsvG8/213ZmVEqI0ME1T0lSQtmbR4g+fXeUbJ5qsdH3+0nsX+e47Z9A1leHQw8kUqSAUnrOTZVw/ZDD0KJcskmw+EmcFgrIEBdtgZrKMmTlwz6+2OLxvMhetXYSbmpwEMUFutAa4Xki1bKJrGt2Bi+MEKLKErEjjyvg0TUmBCx2PgxM2z6z0+eOXm3z4tknu21cBUnRVIQhjkCCKEqplm7mZCoos72nRHoWTbzZ7Wai5LF6gXkB/6I8t4SNEUczyWgfDUJmZLN9Q6ogcOW4WhNn7yDRUykWTlfUukiwRx4mQ2Rs6ze5wnOFlaCr/9pELdIchP/2eOYrbFlNdN+IXv7HEmZaLIsGP3T/HB46IsOKeF/F//fE5vv/OSd57pIaERLVsY1tCcb1/vs7yeodSwdxVrpXj7Y0nn3ySj33sY7z44ovjn7373e/mM5/5DB/84Ad3HDsaD7/61a9SLBaZm5tjbm7ujT7ltx38IGKz1ScIImqVApWSdc2Uz2majkPYHU/MRwq2Qalgjq1CbyUIm5Mg3Ea29C0ruH7JDKY0a8IMo5ggjAkjUVAjWkeTsdxQkiRUVUZC2MyCQLSRSxLEcUyciOtqDEOOrw95174yKz2f//D4KkcmLQq6Qs+POLXpsjEIdpyDpkgcm7K5babAHbNFFioGZ1se37nQ42zT5Xzb5Wce2setMwW+carN0Umb+Yoxfq1IEmM7V5qKLEqyFvRiwaBkmySIttMwjFEVmYItiNwwiukPvCxeSBCSr6acDcKITtehn+UbT2QOoDcSo03B/Qv1V83WypHjSpGTkzlyvHmI4pjewKPXdxk6AVEsCEtZltBUZewqDcKIOBK28L1YpJ4XUTIUzrY8/tMz65xruVRMlR+8a4oHD1ZZ7/tMFvQrauGWgNcirNI0ZbUX8MrGkBNZbmX/IrLS0uTxeH/bTGFHVvSu28xiVda6Lkp2zD/8b6d475EJPnznDHcslOh2XYauP36cputFmh0HTVOYrBUp2Dr9gUe754pc7zRFVWVmJyuoqky767B/vn5DzglFmV9KFMX4foSZRQxdb9z05OQIcZLQ7gzp9FxKRZOJWpE4iun0XQZDH1WVMXVVNGy6YmIaxCnPrDr84YsbDLyI//F7j3J0uiBylsJoR7lNwTKoVQsYmkqrO0SWpR0W7TRN6Q881ht9kjTB0FVqFZvN5mBX3mSaprR7Du2OaBN+I+w3OXK8VdDuOjQ7A2anynR7Hp4fZKSksCUMBh5RIlpjFVni+bUh3/eOfbxwdpPJgo6/rZF7qe3xr75xnrYTUdAVfuZ9i9w6LcpsRsTkbTMFPv6eBSRZxtBVJqpFGu0BBxcnhEXCC1iYqb5Jj0aOGxVPPvkkH//4x3nhhRfGP3vggQf47Gc/e0lycoRPfepTfPrTn36jTvVthe1NzbIkbD3XSiUZxQn9gUdv4BJFCbalUy6a2JdoUn6t84zjhChOiLOvKNn6Pk5S0kRMHJMkzYix157OjQi0lOzyEn8jSZJYCUhbx0ijn2dKwNFd2uu+bZ1/mjV7psLhLGWLjHTr70bkngQgS0jCfT2+T6NTHJ1HkqTj3w/8mJKp8scnWnzxpQZBlHCgbnH7bIG1bJHSGIY77xuwr2Zy+0yB22cLRHHKUsfjTNNl4Mf83Y8c4qkLPc61PY5OFjg4YVHU5fHfju6DJEnjx3F0X1RFjBOyLI1/bpkalqmPX2fiNeKRJEmWZWphGpcmrEV+mEu376JkdvBS4dK5k9cLaZqy0egTRNFlt5PmyHElyMnJHDluLCRJwsDxaHZEM3gUi8iSbA9uxziQpEk2r9h5HXGScqHjYWoy00Wdf/jF02wOAharJsembP7cvTP4UYImS9c0GitNU9b6AcfXhxzPYlsuLtgpmyq3Tm+RlROF3fNBQ1PQdRXXCzjf8njifJcnlnq880CNn35oH+sdl4ImjW3pqiITxwmWqZEisqInawUkSWLg+Gw0ewyGASNRXKVsM3+d1pGjedSOuWScEEViEziKEsI4Jo6yeWU2p0zSrTkmiOd7YabG5MT1L/K56cnJNE13vDFGSsZme4CuqUzVi6LAJozo9lz6Qw9ZllFkiXZvSJKARMqaE3NktszS5oDfe36TH33PAQ7XdDYafRRFFpPrRFTTK4os1JhhLDKiLAPDUDENDV1TGDoBa40uUZRQsHTSrDVrbrqy41yDMOLCapty0WIie9HmyJFjb0RRzIW1DoYumkwbrQGqqhBnO3umodHuOUjZynHoR/zGd9ZZbrv87e/az2TJwA+3dtCevtDjlx9dJohTZss6f+P9+5kubQ1Kn3tsGVtX+On37kPOohzmpiusN3ocXJwkCCOW1zsc3jeZv3dz7MLGxgbHjh2j2Wxetq07V05eP4wylzabA2xLZ7JevGSG35Vc56hJeej4yLJEqWBSLlqXbFEeIY4T/DAiCESuYBjFhGG8gyxUFBlVUVAVGWXbl6qI+BrRvpwSxglJRgRuTThjovii/CZJQpElcT2yjKrIyLKEJEvIGeE4kiekiMtkRGImCUkqFipxkpLEWxPa7QTpyGI9IjAVRRL3QZUF0RmL8xUWsjRbiEjjS0UWpGeaChVHGIn7NiYrgS8db3K25XK64VKxVD72wDxPnu9yoeuz3PFoX2TTliVBRh6dtKnaKmkKyx2fO2aLPHiwwr/6+nmqtsaRSZvDkzYzJX3rfmy7DkWVIZWIonh8HwEUWUZTFWxbNI6bupgPqqpCFCciW9Txd9j5y0UT9VVef34Q0e27DIYeiixTLlmUSybKm2T/iuKEC6stCllLeD7m5bgeyMnJHDlubKRpShBGOG7AwPFx3UC0WksIMitJSZKMpHyV6+l5EedaLl034v1Havz+C5v84fEG+2oWB2omHzxaY6Zk7OJ5rgZJknK+7XF8Y8jL60NONhzCizKmp4oat00XuHWmwK3TBUoX2dFlGZLMqeFHCbWSwad+/yRRkvKBW6c5UtVZLGvjzVtZlsZzKsvUWZypYmUblb2B6DzxAxGNU68WqFUKY/fEaE41yrMUG9MJcZwSx3FGMiZEcZwRjxmpmKbbNqAB0vGGsiRtXSqymJeNohGjOBlvSm/NEWVUVR43jOfKyddAnCS8dGIVVZWxLQPTUNFUFVUVD2gUJbS6Q5Ik3dFaGEYxvb47LsnwfFELL0kQxPDouS5fPt5AkiX+1x+8k30llcFQNDb6QYQsiVr6UsFgeb2LosjYloYfxPhZAOoo+3Lg+CRJgm2Kye7F+TxpmrLZGjB0fBZna6+5oMmR4+2ITs+h0R4wWSvR7g7FezWMkWUJXVMYDP1x65yqyGwMAj7z5bPcs1DiL75zFmnbx1ySpvzBCw1+/4VNUuCO2QJ/5b2L2FnrassJsTWx8K+WDExDw3ED9s3VWdvscnBxkhQ4u9TgwMJE/p7NcUk8/PDDfPKTnxwX4nzmM5/h0Ucf3XVcviC7fhhtWDZaAwq2zmS9dFUN0CO7drcvVNOWoVEuWhQKRkYW7jw2jGI8L8T1Qzw/FMVcjMq6tHH5iaapaKq8K3toVBATBBFBKDZFgzAak4GSJOxWYt6TEZnq1qTyYivUDrUi0lgFyGjCmh2TJAlhlAir9bbbHZ0/koSmyuiaiq4pqIqCrIjJtO9HeH6YbeJGOybMY4UkZKpMxguZ7fdZkiQ2BwHPLPc53/Y413J5+FidB/aX+fUnVgmilGEQsdL1uCgPH1mCAzWThaqJpSl4UcxfuG+Wl9aH/Men1jhYtzhYt7hzrshsee+G6e1qzjhJd/xMUxVKRRHlUbC3nnexaIsZuj6OE4gFhyJnzePGq9r5L84k1TWFSsmiWDDf9JK1UaTR/EwF28obuXNcP+RjYY4cNx/SVMSWOF6A54UEoSiiG22mSpJEHMc4WbRJnOxNPXXckHMtMd6/+0AFS5P59BdOsb9msq9qcstMgXvmS9eMsAxjkT39cqasPNtyd5UBLVSMsary2FQBU9s9f0wSkW/99HKflhPy1963j+dX+0QJ3DFTQFfl8abrdozuwqWYuNGcbGuitjVfA5ClbGNZzjaaJXbMQ8ebzNtIznS0kZw19skSyMrOOaM4p53qySQVpc71auFyH97XjZuanEyShOOn1sZkXxglmLqKYWhCwpopB5JEsPxJmmKbOqWiiaFrY+tNf+DR6gxxvGDMMKuKzPH1IZNFnSOLdX7hy6d4974S7zk2RRCEdPsusiQxPVlCVRQ6PZfF2SpGZtGOMtLT80N6fZeB45NmhT2Vss1Uvbgj6Nz1QlbWO9Sy6vl8VzpHjiyjdb2DpirIssRg6I8XiHGSoKoKg4GXfU5LRElCIsnUSiZPnGpyz2JlnH8G4AQxv/LYMs+tDAB4+GiNH71vdpx7stbz+b+/eo4/c/c0333bFKWiSavrcHjfJMtrHQ4uTqAoMmcvNJmZLOULtRyvipdffplPfvKTNJtNyuUyv/qrv8qdd96567h8QXZ90B96bDT6FGxRRPJqTc+vhjRNGQx9On2HIIixLZ1KydqRDTgiEYdugJtFw4AIljdNDcvQxmq67RjlLfq+mNiPCL0wyiaRpGICmiklR0rH0QxBGv1sRPqNSMfx9wjikS3loZisiuuPMhXkaDc+zbb4R7d7MYE5VkRss4eP2c9t5KYki115OTvXFPF5nqQpSSzOI06EitLUFL51psOZhsNKz2ejH/CPf/AWTm46fOVEE02R8cKYzUHAxmCnRRvA1GT2VQ3Kpsp8xeQjt07wy48uc7rhCCJywuJDx+qYmrzn3EqWhJpUlkdKBVGoCFnWlqZk5UXCoi9nioYgjHG9AM8PcbNwfENTsW3hqHm1FvMojnGcQLxevABJkkQ5Y/HGySRN05SNZh/XC1mcq10VqZ8jx+UgHwtz5Hhr4OLNWT+Ixq4DISxRRct1nOAF4hhhLd7arEzTlKYjCMvljoetK3zk1gl+6ZELrPUCFqoGi1WThw5VsS4xvl8J3DDmxKbD8XWhrFzu+jt+r8hwZNLmjtkid8wUWKyZuzalR3j0bIc/OdFiuetzaMLipx9cGJcCXUnW5o2E6cky89OV1z7wKnHTk5Mnz24QhGLCS5qiaWrG1MtUyzaVsoUiy+JNEsY02gN6Aw9dVTLLjXijSJKEqkj4QYzjBmRTeCxDp+8G/MnJFt883SGME/7iuxb40fceotkZ0mgJkqNUMoijlErZuqTlpdd3ubDWJoxiVFXB1IXsV9dVbFPHMjW6fVdMBHMVZY63OTo9h0ZrQKVk0ek5mIaG64fIklgsDoYeSBJhGKOpCmebDr/y2Ap3zhX58XfNZ82tW5Ka5Y7HL35zic1BiKZI/MT9c7z3UHX8+6W2x7/42jn+1B1T/MA9s5RLFpvNPof3T7Gy3mH/Qh1dU1le72CZGvXK9d89yvH2QL4gu7bw/JDVjS66LornXg+pEiciP7Lbd4nihKJtUC1ZOzYgh46Pk5FLAIauYlsGtqWjZ+N3lJW3jEjHkYU7ibesOpIkyvR0XcwLDEPFMnQ0VRmTZq8HIwLND4SS0fMC/DAeE4yyJCHJgsxMyf4vsSPkPs12zkFs1suKjKGpGKaGpWtomoIkS0RhjJcRrK4X4mcqUSdMaDkhjWHA3XMllrsev/3MBpuDgJYT8j23TvBn753hCy9u0vdiUlKGfsxaz2elFxDtobCYLmpMFXVuny2yWDH43LdXcIKYA3WLd+4r893H6nhhjKHK4/nf9muRR3KENM0sSxJxnKkIZAlVVSgXRZO6ZWiEUYIfhOPHcTSu6JqKZWpj8vlSjZtRFAvlrBfiegFhpvAfkZivVoDzZmG0YV6t2NTzDfMcbxDysTBHjrc+4mT7vEi4M8JIWJOTNBUkZZZbnaaCFFQzh0YSJ7QGPudbLkttjwsdjx95xywrPY9ffmSZxarJYs3krrkiRybtq1JZ9ryIVzaEqvKl9SHNi/KrS4bCbTMF7pwtcvtsgYq1u0Ok70W8vDHkHQtlXtkc8m+/eYHDk8K9ce9CiQP1N79MddejI138XzFnmpsqMzVx/T+Xb2pycoTtuU+droMfCJWk2A2XsEydqYnS2NY9yp5qtoeoqsxUvYSuq+M3iueHdHpO1qokbkNVhCT3xKaDriocqJn8+pNrfO+98xytGbR7DqRptpCQ2b9Qx75Eg2K377K00iJOEuamqlTKJo4b4ri+OPdELCiqZWuszMyR4+2CkVpSliXiKEGSBQGpKHKWoSZsg5LEeGH/By+1+OILG/z4Awu8/3AVL9iZOfb4uS6/9vgKQZwyUdD4aw8tsv+iAeE3v7PGgQmTD982TbVss9bocXjfJKsb3TEx2eoM8fzwugUX53h7Il+QXRuEUczaZpckSZmdquyIULkcJEki5hE9lyRJKBdNyiULXVNFG7Xj0x/6eH6IosgUMnLJNFSCjJwTX1GmvmNbpo9wcyBLGJqCbQniyzS1q8oRjOMEP4hwvQDHCwmCkCCMiRORHSTJEkqmDNQ0FUNXx/OZkYoxikVT9giaKsLfjexLVWWiSDhQfD/EcQM6A4/mIKBua3TckCfO9+i6IV0v4vCkxYdvmeCf//E5Xt4YUrU0pooaf/WhReIEXtkQ0RwDP2a153Ou5XKh4+9JRNqazGLN5MikDWnK8Q2HCx2PCVvj4++e5+CExUrXZ65s7KlGkCQJXZWxTF3cjyQl8COiWJC0ElJWr52iqSqmoSJLMkEUj1p70DVl/FiYhoam7lREjsp/Rtb3IIjww2hMYiqKPH6uLVO/6qzT64kkSdlo9vJN8hxvCvKxMEeOHKMxNYxEPvU48iSItm2WSsiKNB73wzhhqelkhKXPYtXgwYNVfv6PzhAlKQsVg4WqyXcfq++yP1/uOW0MAl5aG/Li2oCXNxz8aGeu90LFEKrK2QJHp2y0PTbGW8OQU02Hs02Xw5M29+8r89mvnMXSZGbLBvNlgwcPVsb38XKxo1hw65+xc2W72Tvd+nZXLuiYFtwetZNdzk1VmJnKycnXjTCK2GwN6XSdsb1KkiRsU2NqokSlZCFJEq4XsNkaEMcJE7XCjgbEKE5Y3+zieAFhuDV5l4CYlK+fbPP1U22GQcJPve8A33WkTqc3RFaETNnQFHFbZXvPN0GjNWB5vY0iyxzaN0nBFhbRJEkYugEbjT6uH2DoGpapUbBEbtGNPLHNkeNq0O27bDb7GIbYLDB0DS8Ix9klrusjyzJRJPImu07I/pkyf/TiOncuVCgo7FhkR3HKf35mna+caAEiX/IvvWeBorFFWjy/2me2ZDBbMTENjWrZZnWzy6F9E6xt9Ng/X0fXVYaOz0azz8HFiVxFkuOaIl+QXR3SNBWuiL7H7HSZwhXELSRpSn/g0ek5xHFCuWhRKVuoiozrBXT7Ho4XIGe224ItAtpdP2To+IRZsYumKJllW2Tf+mFEnKTIEqiqMlZBwlZo/DiwfGylBkZ26VGgecI4r/Hi9sRRYyaZ8lKWtwpvZFkW9u1RgU2m0hxBlOBIWT62lB2b4mfzpaEf8dL6kK4T0nEj5ioG7zlY5VceXebZlT5emFAyVf73jx7Bj2K++GKDiqVRsVT210wO1C3cIMKLUlZ7Phc6HssdcbnW97m4qwfA0mT210z21y3iRCgoL3Q8hkHMP/7BY5xve7SdkCOT9q6QekkCTVEwTVWMEZliNYwS8ZiOjsvu+077uSjtkSSycPlkvLE9IriTZKvB8uLHEsT4pGvqOENU19VdJOaNjDRN6fZdGq0BE7Ui1bJ105x7jrcO8rEwR44cr4ZR7nd/6NEfil4PefuYnsXgCPdKykpjwMmNARc6IjLmx++f5ZEzXX7nuXUWKiYLVYMH9lc4kM07LtdyHcUpZ5oOL6wNeWltwPm2t4Po0xSJW6Zsbp8tcsdskbmyfskxdantsdL1WO359L2Yj717ni+/3OQLLzWo2xoTBY3vPlbnlukCz630MTWZkqFSMlUK+qU5oXEpD1JGSW6lkI8iftLRca9RYAQwWSuwOFe/rMfnanBTk5OjBclo0nip+vMRA+8H0Y72SknKFAKZFTwMRculaagUbCPLuZNJkpR2dyiaGhPoDUXeZJJJjU9uOgz9iHsWyvz2c5ssVE3umbUpWjqSBIqiYBkatYqNbem7dtzPr7SEbVXX2Ddfx7a2FJeeH3JhtU2xaKIqMkPHJ4oSDF2lWBBk5fVSVibJKAw/JohiojAWmX5ZPtXFk/Otx1XKFkmiWXQU1q+pCpqm3FQT9hxvDKI4YWWtPc5fKxYMBkMfTVO2pP5JOrbnhXHCHx5v8eXjDf7VT91LGsXbMmMFNgcB/+5bFzjf9gD46O0T/NBd0zsskl8/1eZ3nt3gZ79rP3fvq1Iv26xsdDi0b5K1jd64wMoPIpZWWxxanHzduXU5clwK+YLs9WPo+qxtdKmWberVwmWNLaMMyXbPIQxjSkWTahYB0x969Aae2BwxhMowDIUtVzRMC2uzsi1TUbQcxiRJOh7nFEWQgyLLUTRdby+CGTUhSrKUkZWCRBQ52dtzHUcW61H5jYqmySiKIjZK42T8N/G2uRCIOY6qiHORZIkgjDnfcmkOfFrDkKqlcu9Cmf/09BrPr/bpuBEDP+bnfuAoQZzy+afWqRVUapbGsekit8/arHV9VFmibKo7JvFBlLDW91nuiMbsUXN237+orSaDmRGR+6oGFUsjilPW+j5HJm2+62id33hilYqlcmTS5tCEhaHK4/skSVJmQZcyAjcdt3mPFieqImPoKpalY2ck46j1fHtO6PYmzBFhTCpUuIOhj+MFKLJEqWhSLoiG7RGx+1aZxziuz9pmD9vSmZ4oXdKeniPH9UY+FubIkeNKMCIrB1nMTpKmaJlTRMlK+qIoIYhiwixWxw9iNgYBy9k85daZArdM2fxPv/MKZVNloWpwsG7xkVsnCOMEVX7t8b7vRRzfGPLi6oAX14d03Z0OvpqlcvtskTvnitw+UxiXsF4KUZzSdkOaw5DWMOTghMVcWecXvr5Ez43o+RG6IvGPfuAY3zjd5ssvt7A0GVNT+PAtde6YLfJfnttAliRMTaZoKDx0uMZGP2Cp7aJl89j5ikHN0ljuCHJVkkGVZRZrFl6U0HMjJFlCleHeozNXtPn/enHTk5P9oS92/reFwo+UADtaIdmSxwZBxHqzS7vrkCRisqtrCrIki/wkSbRyq6pM0TZRFJk4FtbxgeOjyFth6CO2eRRC//hSj2+canO64fDggQo/8a45FFliolYEwPECirZBrVLYYTnzg4hT5zeIogTb1JifrY1t4WmastnsM3QDFmaraKqCH0QMHJ/B0CeOE0xDpVgQGUlXahEb2eIdN8DzhR1JZDFJ2UJLtHGOlB+CdJTGi4CLryvdptYQsuyYKIoJo2ScKzF6PgxdZDaNFApvlcl+jstHt++y3ughSxKGoY4XiWEUZ0qWePyakiSJpbbD5x5bxdIU/s733oKahDvUkgCPn+/y64+v4kUJBV3hE++e556F0o5j/stzGzxypsPf/u5DHJktUq/YLK93OLQwyVpji5iM4pizS82xtTtHjmuNfEF25YjihNWNDmnWIHhx0czFSNOUoSMIySAQGyDVsg1Asz2gP/CIs5gIIMuxBk1TxkV6lqnhByG9vsfA8Yli8ZkklHdCrahpSjZeZi3W2eYcKSIU3g/xsvbt0fRr1JC4PYPS0LUdRTpyRi6OrOMiuzAmyXId225EexhgqDJHp2z+2wubHF8b0HEjOm7I3/u+I7hhzC9+fYmqpVI2Ve6YLfCeg1VONxySFKqWSsVS97QijTAMRB7kWs9nteez1gtY7Qmyc6/JpARMl3QWqiaLFYO5sgESbPQDPnikxnLX599+a4kjkzZHJ+0dDdpypggdN1qyk5jUVAXDUClYOqYxKjm89sRaGMZ0+w69gSdKDUsWpaJ10xfEDByfzWYfTVOYmSjnFu4cbzrysTBHjhxXg1ERj+MGGa8hciI1VcE0tuZVSCJbuT/w6A1cPD/CDWNWMsLSCRM+evskv/f8Bl95pTW2hT98rM5c2cALY8xLjJlpmrLS9XlpXVjAT2w6hPHWDEmWRLHOXXNF7lssM1XUsjmNLBwxMkRhsmNOJWWb2pIkCXeHLGWb2AmDIKblRsiqhqyqHJywsaSY//jEMsMgZujHKDL85APzPHOhx1deaYnN8CTlh+6d43vunuN/+M1n6ToBKWBqCv/mk/fz5RfW+aWvnSFJU6q2zq/8zIMY+u5czWuNm5qc/MbL67x4psFCzebwXJlDcxXMKyQP4jhhbbNLqyssXZoqUyqaKLKM4wYEUYwsSVTLNtMTRWRZptNzaLaH1KsFPD+g3XUyy5WYiCdpStePWW773DVX5LefWSNKUh48UOHYbAnD1Igj8aKrliyqZRtFEaHtm60+G40+kixh6ipz05VxI7Dni4DyUtHcUbojyMWIwVAsmNI0Hbc+bm8EHyFJxCJt4PjjIH/T0LC3TfDfCJIwSUZZWWKh5Wc5gbquCgu7beST5bcwojhhea1NEIj8yGLBZDD0RLZklIyDkYVaUsLxQ2xDo+lEnOsFvO9ghcHQ26GWDKKE33pqjW+c7gBwbMrmp9+zQN3e/WH6yJkOdy+Uma/bVEoWKxsdDixMsrGNmEySlLMXGsxOVy6ZIZsjx9UiX5BdGUbxD7NTFYqFS+/ijnbUOz0H1w+Fgs5QCcN4rI5EEsUmo41GQXaZaKpMGCciy9ENRNN0InKlC5ZOqSjaunVd3RHbMtrsGzU4+xkJKcuyyDOUJZI4JYiE5Vhia/y1TFGkE8VCtdfue6y1HcIoZrKg8/j5LqcbDm0npO2E/HcfPMDAi/hHXzhJ1daoFzTefajOD71jlm+fatFzQ0qGTFFXmCrqqLL0mrYdEHOElhuy2Q9Y6wfbyMiAnhdd8u8KusJ8RbRnLlYNFiomNVtl4McsVE3+y3MbfOnlJjVL4+iUzQ/eNUXFUpEQ7Z2qoqCo8lj1MFKh6ts2Sd9s5XoUxXT7Lv2hR5Kk2JZOuWhimZe2bN1ISBJh3253h5iGiDnKo4Jy3CjIx8IcOXJca4ybw0fFdFlhH4hOEX2cry0Kd4auEH+NHLctJxSukK7HfYtliobC3/3dV6jbGgtVkztmC3zX0TpJku5ZYBhECScbDi+uDnh+bcBaL9jx+5qlctdckTvnS9w2XcDUhKpxh0NVgith7KQsUmjk4BmJ+EYb76qqoCryDudIkqbj+dhIjDYW/kkSM1NlTCMnJ18V/+OvP8k3X2mM/y8BVVtlsqgzUzaZr9ss1Gz2TRZZqNvMVkyMVyG74jhmZb1Du+eSJim6rjBRLaLpKq32gKErcqeMLEtoFHiu6+pYIThSDkownkSfazl883SHx852qdsa/9OHD6KrEnLWfiQhinsqRYta1UaWZZbXOoRhjKwIdcD0ZJlilnXV7Azp9lzmZypYexAmI/JxtBOgaQqWqQmFhReSpikF26BUMG+4lsg0TQmCiIHrM3RE1qemKWOyNZ9EvzXQ7busbnTFe7Zs0x+6qJpKkJVQpTAulIiTlOdW+vzG4yt87H0H+dPvmOf8SmuXWvJC2+OXH11mpecjAd9/xyTff+fUDuvhMIj53GPL/PDd0xyeKmBbOgVbZ22zz8H5OuvN/piYHEUu1Co25eKb36aW462LfEF2eYjihJX1DooiMzdV3lMll6YpridK7Yauvy1LUCiw48wuoauK+IzJFHiyLBFFyVjNmKZi81KSoVwQxTgXb/aNbsvxAlw3GLspTEMbW8KjKBEkZRiNiUjL1MZqyafONnlltcdmz6fthPzQXVO4UcrP/9Fphn5M0VB48FCVn3xgnq+daNH1IuoFg4qlcKRuoUjZxugVjuMjAnKjH7A5CHZcNobhnuU0I1QtlbmywWzZYK6sZ5cGJVPNMhnhPz69xqmGw1ov4J6FEj/z0CIb/QBbl5mr2RSLJgXbwNC1rKDnxpmHXC7SNGXoBvQHHo4bZG4bsbGq30BOkBFh3uo6eF5ApWRTq9hvOtGbI8fFyMfCHDlyvFHYHvsXhFl7+K4IQAlJEmvRMON94iQVUTY9nwtdH0WCBw9W+fffusBKz+fopM2xaZt75kvjSJrtaAwCnl8d8MLqgOMbwx2qSlWWODolVJV3zRWZKV39xqeqyKIQcNR+roj550iBqWvqmFTdirvZma8tSRL75+uUiuZVncvl4LqQkydOnOATn/gEjUaDarXK5z73Oe64444dx1yLAeiX/vgkj53cZLPv0xgEO57cS2GioDNfM1moWSxUbWarYoI9UzLQFIk4TrM8gmiseBhBkUV4epII9mS7/WtkMRrlS43+TJIQiyCEnfxkw+HYVIE/ernJo2c7PHCgygMHykzaGtvXAoosjRs+5ey6FUViZqpCqWASRWKRpmkKs5dYpPlBSKfn0ut7jGJOZVmiVDCplCyMN4D9vhYIw5i+49EfeML2bmmUihYF6+ZQKuTYQhQnLK20cL2QUkHY+0Yf9On2ooFUvK8cP+I3nlzj5Y0hf+dP3cZtk0amVN66ziRJ+dLLTf7L8xvECVRMlZ9+zwK3zRR23PZqz+dff32JW6ZtPvGeBaolG11T2Wz1ObBQZ73RH1u30zRlZb2LaajjSIYcOa4X8gXZa2OklpybrozL47bD80NanSG9gciYlSVJlJPoGkEQ4foBiiwTxXFGDIqdYcNQsU0dWZbw/JChI0imSsmiVDDHBE6SJDhuwNAJcLyAIIxIEZM+kaNMFmGSEIQiu7HjhLSciNtmirhRzG98e5mmI/KDDk/a/I0P7OP3X9hkpetTNVWqlsZ7DlUwVZmeF1EyX91i/Vrwo4TmMKQ5DGgOQzYHl09AKjJMFnRmSlvk42zZYLasY23b5G05Ic+t9DnVcDm56fC9t03w8LE6XzreZF/N5Pa5EtP1IhNVG/0NsAO9mRjlVA5dH9+PUBSJgiVKlExTu+J20KtBkqmGe30XxwuwDI1qxca+SRSeOd6eyMfCHDly3EgYZYqHYUw06tzIsr7DUPQdeJmwJogSzrZcTmw6nNx0+CsPLdIehjyx1OWuuRKHJ6xdysogSjix6fD86oDnV/tsDsIdv58saNyZEZW3ThfQ9yA7RxgV/o0yyy+FkWhH1xRKBZMg27yfqhcp2MYejtsELxBiN+069Zxsx3UhJz/0oQ/x8Y9/nE9+8pN8/vOf57Of/SyPPPLIjmOuVebkRqMvLMGhyFVqDkI2+z6bg4DGwKc1jGhkE/OLK98vRs3WRI171WT/ZIFDU0UOTBUoKNDruUIZiXjy1ezFkaYix0CSJXw/HFvEQCKKBLkZxSmaJjNVLyFLEkM3oNUd8vzKgO8s9Xhmuc/f+OB+jkzZLLU9DtascfHHpaBmTZKKLOP6ITOTZapliyCMaXfFAk1RZGxTR1OVcdPnaIfADyLiJBkvrBRZHtc1jduust2CrRxPkTU5KrpRM8mvqspvWIC6UKoE9AYeQzdAVcQislw08xD3GxztrsPKegddk6mUC3R7DpqmZJsAIjdjFI3g+RH9IGZhssg3znT5/ntm2dzsjfNKR9joB/zqt5c51XABeMdiiZ+4f47yRU2uQZTwqT84yUfvnOL77piiVDCRZIlWZ8i+uTqNVp8DCxPj3Lq1zR6SBDOT+eQ4x/XHtRgPPT/c0Qj9VkGcJKysdZBlmbnpnRtxnh/SaA/o9z1SRBlNpWxRtE16Q5d2eyh2f9MUVZGxTGHBtS2RcTyyfDtugKIoWWahNM5JHuUmj+w/iipjaCqGIYgm14945nyL5Y7HRs+nZGr8wN3T/PK3lvjWmQ41S6Ve0PjJ++eoWBrfWeoxWdSoF3Tqlii22Sq+ufLHJogSms4W+Tj6agwDWsPwkmU0I6iyxGRBY6qkM13UmSrqTGff121t1yS6OQw403Q523RZ6nj8ze86wMsbQ755usORSYtbZgocmixQzjZAiwVzT4vT2wVxnDB0fIbuaPEiYgEsU8cyRCSArl19QeAoA32UReq4wjImLOfWDeeQyZHjUsjJyRw5ctysCMKIzWafVkfMPQHW+z5/cqLN86t9nCDhx++f5V37K5e0gK/3/bGq8pUNZ8cmsqZI3DJd4O65IvfMl6gXLr3hK12hDXzH3wJyxveM+lskWWJ+pkqpcBMqJzc2NrjllltoNBqoqlAgzc3N8eijj3Lw4MHxcdeKnDyz1BAh9KqCpspjteFIvTBu705Tum7IWtdjvR+w3vPZ6PlsDoWtaRhcehKvKRILNYv9dZu5ik7dVJkp6cyUdcwsFylJUzRVxrYMugMXMyu7GQx9YSMD4jjFMlQWZmsUbIMwjjl9dpOBG6JI0AtTPvvl07hBzH37q3z0nlmOTtr0Bi7RaxCr26HIwnquGyqGpmU2dNHuOSoLkrOWS8+PxpYkWZGxTE3cnyQlirJdgjjZakJPBIE0Jk8z0nPMpEpCsSIkxKJEx9DFYk7XshZT+dpZuMIwptN36A88ZDkjKkvmFZcC5bh+iKKY00sNwjBmaqJEb+CiKQquH5KSokiCDFA1Bc8LOdNw+H+fWmf/ZJF/8mP3sbzWptkZ7rjONE35+qk2n396nSBOsTSZv3jfLA8erOyyXZ5qONwyXcSPUyoFnUrRxMsKpRZnazTaAw4uTIxJnc1WnzCMmZuu5Au6HG8IrsV42O46dPsOcSwiSUaKrWtBfrxZcLyAlbUOM5PlsZXED0I2WwN6fZckFZl/E9UipqHR6Tm02kOxiSGBaaiUCiaGoYk5QRDh+SFBGBEngrAchaMrikIcxwSZbUeSJGRFwYtTpssm3zqxyaMnmqx2PTYGAR9/YI6Fqsm/+Np5QeyVdA7WTe6eK+GGCboijSeeo968K0GSpPT8iLYTiYxJN6STfd8chjSdgJ736uQjiFbsyYLGREFnsqAxXdoiIevWbgJyhKEfc77tcqblUjU1Hjpc5V9/Ywk/Sjg0YXF4wuadB6voqowsZW3WRSsvtnsNRFEscrb9kCCICKJ4vIKQs83eUau4LHaHx3moo/lskgjFRhgn47/VNXX8WrYs/Q1VaebIca2Qk5M5cuR4KyAIIlY3O3R67ngTer0fYGoiV/v/+MJJ7pkv8cCBCrdM2XvOm/wo4eX1YaaqHNBydqoqFyoG9yyUuGe+yIG6dd3H/enJEvPT1et6G3AdyMknn3ySj33sY7z44ovjn7373e/mM5/5DB/84AfHPxsNQF/96lcpFovMzc0xNzd3RbeVJAlrm71tYZ4JScJ48pYmgkBL0pQkFsdc6s4O/JHCMmJzGLLWE21Naz3/knZxWYKporA8LVRFCPxC1WS6qKMpQhGh64IQ9H2hVBw92rIkYVs6tYpNEEY02kOSOCElZWMQ8uzKgImCxjsXS/zbb11gsqhz+2yRg1Vj3A41YrK38gDEPFWWJVRVwTRUNFUVzdkZwSiaRWVSCdJku/1cNI5GcUIQxiiyWGyUChaatjMQda830OhlFCcJYbYI9INwnN8QRol4TlLhh1cyJaauKeOmbl1XMTT1dSt/wiyovtd3URSZWsUWCrl8kv6mYa3RZbPRp1q2SRG27jhTJMkShFGCqkgEWQHOf3pmncfOdvlrHz7GR+6Y4vyF5nj3aYTGIODXn1jlpXVBWN42U+DjD8zv2kHywoTfeHKVpbbHp37gGLamMlEr0Oo6JEnC9ESJTs9l/0J9TGa3OkOGriAt89dNjjcK13JBlqYpYRgzzHJ7/TBCliQKlo5tG2ML840MUQ43YOj47JurkaQpm80B3b5DkqYULIN61SZNoTfwGAy9sapayRqzR44AXRfk7MgxYJka9UoBTVPoDzz6Q4/2wGOl4zFZEJblf/W1c6x0fRrDgFumC/zthw/w9HKf1a7HTNlguqgzU9TFhujrwF7EY9vJyEc3pO0IJ8iruK7HMFWZiYKWfelMFLQxGTlR0LD1124xbzsRSx2PpbbH+49UccOEn/viaeYrBgfrFvculLhnsYyhqciKBKnIziwWjB3W9xyvH6MN4NGGcBTHO1S1UrbxK8liDqdlLfD5OJXjrYScnMyRI8dbDY4bcG65OS7+BRE19sT5Lo+d7XL7bJGffNccUZyiKnuP6WmastoTqspnVwacauyMOCubCnfPlbh7ocTtM4U9sy5fC6NbvtTUc6JWZN9c7Yqv94rP43qQkx//+Md54YUXxj974IEH+OxnP7snOTnCpz71KT796U9f0W0lScK55dZ4l3lkOZZkMXke2WnSrH1IUWVMQ8c0VAxdQ0JIcL0gxPNEGGoUbwXiC8uywjBKWO4GnG8MOdd0WO64rHZ93HBvNaOmSMyVM7KyYrBYMzk8VaBsaYRhRHQZ2ZggSEYJeGltwPENh+NrAwZ+zGd/9A6eOdemMQg5OGExWxYZQmkKqiqaQPda1EgSaKqKrsmAIDUlWULXFGxLH7eFypmSrdtz6Q1cFFmmUr421ulxY9aoRMALCbMWVFkiUwlIqIqUPVeiPOBK1RhBGNHuOvSHHpahUasUcmvTG4ihG3D2QgNFlqiUbIaOj6xIhGGcLcJARAiA40Uc3xjyobvmWB5EHJoq0m72GDj+juuMk5Qvv9Lk957fJIxTNEXiz94zzcPH6rt2i9b7Pr/4jQvMVwz+0kOLlEyN2akyy+tdDEOjVDBwvZB9c1skZKfn0O277J+v56+THG8orsWCbG2zi+MGaKqS2UXVbNNHkFOuJ/IUXS8gSVNMXaVgGxQsA+1ViuLeaERRzNJqG9vSBXHWdYjjBNNQsUwdzxdjdjpWkaXic6YsSj4sU0dVZDw/pNkeMBj6IAlHQd8NOd9y6Tgh71gs8ciZDr/3/CZtJ2SyoPNj989y+0yBx8/3xlmLVzLBS9KUoR/T8yK6XkTXFZe97LLthHTcyyceJQmRRWlr1GyNmqVSszMi0hYEpK1fPkEVxglrvYCVrk+UJLzvcI3/98lVHj3bZbFmsq9q8pFb69QLYqy0TR0lyy/SdZVSwaBomzfU6yVHjhxvHeTkZI4cOd6qEKK6LhvNwdbP0hQ3SLB1mU/9wSn21Uw+eKTGLdN7qylHGPgRL6wOeGZlwIurA7xtDltNkbh1usA980Xuni9Rs69N3nelbHJoceqaXNer4brYuo8dO0az2bwsW/fVKiePn14bt2OnQJqkYxu1oalC/Vc0MQ0NNbM1v+p1pim+H4q266GP4/rjvClBminomlgMNAc+Sy2PC22XCx2P5Y7HhY5HcAnysWKqLFQN9tcs5isG+2tCZanrCrJElrcnkSQJmqoQxjGKIlMvF4iThP7Qx/FCZAmeXenz9VNtzjSFte1n37+fI9M23znfYyEr+dFUBUNTKRZM+o6H54WZelTkHhmahqbJ2S692K0flfsYmli4losmqqbQ73v0Bi6yLFO9RkTldqRpih9EOK4oG/B9ca4jRcZI9WlkC2rb0rNsz9e+3u0tlaWiRb1ij7MFc1xbRFHM+ZUWQzdgolpg6PpoqoLnR9lzKHK4NE1h6AQ8tzLgd57fpF40+BefeBf9nsPKRnfX9Z5rufza4ytc6AjC8vbZIj/+zlmmS7vb6uMkZRDEPLcy4MO3TaLIMrMzZc4vt6iUrHGswOxUeQcxOVJR5na4HG80rsWCbGW9QxhGIgM5s4QmiVDCj8YwOWvlG1m9oyjGy5oJFVnkGNuWLkipN0EN1xt4LK+1AaGylrJzTrIwWiNT1w8cnyhOKBdNqmWbJBHlH47rE4QxHSdgteez2g3YXzM5OGHx6S+cZKMfMF3SOVi3+OSDCzSGAV6QMF3SXzVkPIqF0nEn2RiOScftBOTlkI4gnBcVS6VmaVRtjbq1m4Qsm+o4uPxKsJ2EXO15vHOxzGzZ4O/89nGqlsZc2eCWaZvvvW0SP0rQVRldldGyMVWWJExDo2DrFCzRPJ0jR44c1xs5OZkjR463A7p9l6WV1o5m8J4X8ciZDl892ebghMXPPLR4WdcVJymvbAx5dmXAcyt9GsOd9u+DE5kDZqHEvpqJlLkyLjVflbIN/UrZpla2CaOYzVafyVqRevX6l8Rel0Kchx9+mE9+8pPjQpzPfOYzPProozuOuRYDUBzHvHJmPVPeiZ/JslA8pkiZHSa7e6mwQI8WOyOLMqPClyyDMUmF3Vlk+5BlKiaC+ZSkscVmBBEaKgubsgRhnLLWFSSlICx9lrvervalEXRFYl/VZH/d4kDdZH/NZKZkXHJBYmgiOzKME6IwJklTmsOQoqESJgm/9Mgyyx0PP0p476EqP/XAPMfXB5iGzjuPTjFRMugPfTo9B9+PxmSkrilUShYFy0BVZYauz2Do43ohcZwIYlaVMXRR9hOGorWpVilQKprXhdAR5TdCYTl0fMIwRlFlVFkWreiZYsa2DEoFA9N4dWVkmqb0Bh6tzhBZlqhXChQLu1upclw5kjRlfbNHsz2gYOlCAQv4YZTFKwiFk6ooQvWUwpdPtPnG6TY/+z238uChCmeWmuOIghHcMOa/Pr/JV060SFMoGgp/7t4Z3ntwdx5kGCf81lPrGKrMjz8wh66pSEjUawWWV9vMTlVwvICCbTC5rYG703PoZsRk/lrI8WbgWoyHJ86sE4SjDMIsa3mkUJblsS1UVWQkWWY0xIhNA0HMiWiQ0QafhKYqFCydgm1gmdp1KR0LQzHpaXWG40nayAVhGhqVkomqKGy2BmM19eht2nUj1ro+Kz2fjUHAj75jhm+f6/Jrj68yU9KZKxu8/0iV22aKNAYBVUvbYZnxwngHsTgmH7d933WjV82k3gtFQ6FiqlQslbKpUjFVypZo475a4vFivLg2YKMfsDEICKKEn3pgnj883uCrJ9vMlw3mKgbvPVRhsWbhZVmYoxgXkWsocg7t7Hm2LT3PbM6RI8ebgpyczJEjx9sJrh9wbqmJt83yHSepcPQUdf7tN5c4ULf4wJHaa8b0wJb9+9mVAc8u9znTdHfYtCuWyj1zRe7bX+GuhTJKJhravv7eKyddkSX2z9eplO2ru8OXgetCTr788st88pOfpNlsUi6X+dVf/VXuvPPOHcdciwEoimNePLGKIssUbRH+b+jqOG8qTlKCMBrnH3q+uBT5h9uIywySJALJBWcp7TDfbz9WylSOI1vZjusAVEXGMITCL01T+gOfruNnKoaA1X7AqY0hS213T5Wlpkgcni6yWNaZL+vsr1ssVg1xThkURagIDV0jzVQjQRSPF219L8INE2bKBl94cZMnzvVY7/uossT/9tEjFEydb5/vsq9uMV3UKaripShnJKSmqhRsnVJBNJuGUUx/6NHrewRhNH7hijzLFC0jN6tl+7oG4gdZkckgIytVRULVFJJEWLkVWaJoGxQL5queRxBGtDpDBo5PyTapVwu5Ve11YGS7HLVbW6Ym2nHjJMtYFRZuWZGIo5i1ns8Xjzf5n3/wbgxdQSHl/HJzG6kikKQpj57p8jvPrY9LH95zsMKfu3dmVxM3wFLb41ceW2ayqPNXHlpkomSiZmVMm80BBxbqNNoDJmpFKiVr/HftrkNvkFu5c7y5uBbj4RcfP8M3TjSxNBlLVzgyYXFgwuJ8y0OWwNYVLE3BVEVuHSDGtouuZzT+bT8GRF6zLAvC0jI1bFNsCulX+HkfhjG9gUen5+B6gchDZrRTK/KNkzQljpLxuQ2DmFMNh7Wez1ov4MikxfsO1/j5PzpDlKTMlg3myjrfe9skUZLgBgmDIN6TbOy5IV0vpueF+NHlT39kiTHJKIhHTfw/IyFHZGTJUC+ZGXQlSNOUYXYfFqom51ouj53rspkRkR++ZYIPHq3xC187j60rYzL2vYdr42xn4YYYzW2kLINTFfmjpo5l6Wi5iyBHjhw3CHJyMkeOHG9HhGHEibMbu9bDJzcd/ujlJq9sDPne2yb56B2TV3S9PS/i+VWhqHxxbYh/kf37jtki9y6UuG+xTNFQdvU8AJQKOmGUMDNRplYtvL47eAW4LuTk5eBaDEBhGPLiibUrbsEUk3RRyCJs3lImb82KdDKbuCxLKIqEnKlKRFh5jCxJKKqMrqnIikyaiBzFMIwJI5Gpt9ei72IkScrmMOBCx+dcy+Vc2+Ncy8XbI8tSkWGxanFkusBiRRdtmdOlrZbHTNUZRrFo9s7KcVRVELdBEBHGCY2+x0TRoOPF/N4za6xmi7137q/wlx9a5D8/tYYXxsxmeVsHJyxRLKDImc3bwja1sc18MPTHj0kUJ4RhhCRJaJpYABUzJcb1slGHoSBN+0OPKEowdBVVlYmiBD+IUFWZctGkVDD3PIc0TekPfVqdIZAyUS3masrLxGDosbLRJYpiDF0jSUVuaBQl28qfhGKy7YT84fEmj5zp8MPv2sfH33eQzc0OQzfYdb2nGw6/+dQa51oeALNlgx99xwx3zu0tJZcl+P99e4VDkwW++5Y6uq5StA0cN8DzQ/bP11jb7DM/U8W2tmzgrc6Q/tDLickcbzquxXj4B4+c4DtLfZwwxg1i7povcf++Mv/q6+e50PFxwxgvTPiFH72dF9cG/NZTa9iagqUrvOdghfccrPKVV5r4UYKpKRiqzIMHKrhhzGrXx1BlDE2maKgUdCV7v1/6fSPGUMZNbfEeEc1xkuKGMcMgRpUlJgo6j57pcKbl0hqKVur/4UMH2OgH/Kdn1qnbGkVDpV7QMBSJjhvS9+JdqsfLtVYDGKq8S+U4IhvL20hHW1eumUNg9Nj1vIiltjfOozwyaXPbTIHPfuUsZ1ui4XG6qPO/f/QwZ1seL60PmC2bzJQ0Fmo2lq4gwY5YFhhF0Mg7XAWmoeXFNTly5LihkZOTOXLkeDuj23c4t9za5SRc6Qo37gMHKjx1ocfRSZvSHmKdV0MYJ7yy4fDsSp/nVna2f0sSHJ20ecdimXcsFpmw9a1YpQy1is2BhYmru4OXgZuanHQch1fONq/xmb25SNKUxiDkfNtlqe1xvu1xvuMx9HfbynRF4kDd4vaFCnculFmsmFQMUQgURYIoJU3HBTwj5USciBbIUsFkbrrC0PFpdh1IU5483+Pk5pC1rsdK1+cf/OAtnFjr8wcvbrJQEVmZR6ds5irm2OY9UihGUYzrh4wkp3GcoGvKmChVZJmCLQjL17Jgvx6MbOD9ocfQ8UWgvyXKghw3IEkSbEunXLT2LMcJw5hmRxQolEsW9WoBNV/M7YLrhaxudES5jZQiZfbPMIxFoVRGyydJQs+NKBoqjUjikVNtPvGBQwQDZ1fZDUDbCfnd5zZ49KzInLQ0mT995yQPH53YU4nUHAZ8/ul1fvq9+yjo8jhTdqJWYHWzh2loTFQLNDtD9s/XdyiENpp9/CDMW7lz3BC4FuPh0y8uveYxI1LMDWMagxAniHHCmKmCzmLN5I9fabExCHDDmCBK+MvvXeR0w+G3nlrHjxL8OOF9h6r80N3T/OMvnWa5I0hLVZb49J86wnLX59ceX0HJbMPv2l/m+26f5NceX+Fs0yVOUqIk5e9+5BAb/YDPfOWsiObQZO6YLXD3fInvLPXo+2KTL4xTgjih58XXzFq982capnb1n/FRnOKEMWVTpeOGnGt5DIMYJ4g5WLc4OmXzuceWWe74dL0IN4z5v//8bbywOuALLzbG2ZPv3F/i9tkSaz2fkqVStjQUSR7naUcZATmKypCQkBUJU9cyp4OFZWm5LTtHjhw3JXJyMkeOHG93+H7I+ZUWXhCNM+NHSNOU//D4Kk9e6PGBwzW+7/YJisbeJOVe9uyt36UstX2eXu7zzHKfpY634/fzFYP7FkVO5S2zQgw3O1WhVsmVk6+KIAh48eT6+P/S2Im9RTakFz8t6Y6LmwJpmtJyQs5nysqzLY+zl1BYFg2FW2ZKHJ0ucKBmMltSqdo6uqoQhBEpgjTcruzUNYXFuRq2pTN0Arp9lyCI0HUVRZFp9DyeOd9hqe2y3PG4Z77E99w5zT/6wklkSbyAD9RtPnrXDFGSEseCpBLk6JZdvlq2MAwNzwvx/BBJksZ5ZiMS8VoijhP6Q49u3yWKEmxLQ9NUgiDC9UI0TaFcNHeV+6RpSrfv0uoM0VSFiVpxh+Lu7Qo/iFhv9PD9cJwNZ+hqptYVhPdIgTzwY77ycpM/OdXmn/3U/dw+W+LcSpOhs1spOQxi/vB4g6+80iLMiPSHDlf54bumqVi7P3CTNOVbpzv852c3+OidU3zfbZOUbJ0kSSkVTTYaPeamy8SJOOfF2dq4CCtNU1Y3ursKcXLkeDPxRpGT1xJhnAjCMkqIkpSpgo4fJ2z0A6IkxfFjkFJUWeZM06XjRjhhjOPHBHEyVjpeqkBuLygylM3tCkdtT9Vj2VSRJTHGyZLEMIjHxGiSpkwWdPpeRHMYijErSZkq6tQLGs8u9xn4MX6UEKcpH7l1gpObDt883R7f3/ccrPLAgQo//0dnWO56+FGKpcn8sz97Ky+uDfnD4w1sXaGoK7xjscxdc0VeWh9iqBLVgk7ZUCgYGpK8lWM9ionJBOcC2ceTJIEiyei6QsEyKBTybMgcOXK89ZCTkzly5MghOIzzKy00VabZGXIxW7fRD/iDFzcJ4pS/9r7FLH5w7zXtqHR5L0iAbWs0+gGPnW7z9HKfVzaGO46vWCr3zpf48F1zfPjehesu3LqpyckwDHnx5NquiTywN/u47fcXl9pIkiTIzWxBI7H9iUzHhTuXuLo3nOxM0pSNfsDZlsvZpsvZlsuFjk+0x6uvbmscnLA4WDc5WLc4ULcoWSqkEmEc73gszG1t2LIs4XrhmMgrFQxkSaI7cOkPfC60XdZ6PuuDkGGY8Jfff4D/+swqv/P0GoenixybK/OR26eZK2k0ew5RsFXAY5k6pcw+HYYxfhCOlY6jnMtrSRylaSqI14GL6wVCaWLpRBmBKcsS5aJoId9u//b8kGZ7gOdH1Co21bL9mo3vbzWEYcx6o0cQRmMi0jA04sxKKIjKrHxDglMNh3/59SXee2yKn3hwH3Lo4/nRrusNooQ/Ptniiy82cDKi/eiUzZ+/d4ZDE9au4xFXz4nGkN/8zjp/6aF97K+ZWIaGpimEUYzrhhzeN8FGa4Bl6kzVi+PXUZqmLK22sU2dyfr1bxvLkeNycbOQk0mS0vdjum64w0p9cbZjz4v2HIsuBV2BsinKanRFRlMkbF3hnYtlGsOAM013vAP8PbdOcPtskX/ypdP4kSAcS4bC3/3IIf74lRa/89zGmIj8ifvn+ODRGv/z77xMkDWSl02VT/+pozx2tssXXtpEzWJePnLrBA/sr/Arjy4TJimmKmNrMj9y3ywrXY+XNxxhbVdlFqsGMyWDxiBAV2UKuixcAtldHn/mZPdPyv6RkJDl0Zc83lAdEZRSVtBn6Bq6rmIZGqapiRKjfCMlR44cb3Hk5GSOHDlyCIwENUmS4no+rh/tsnvHiZg//tM/OsN7DlX44JEa9bJFFIt4u4uLnF8LiiwRpvDU+S7fWerx/OpgnFOpyhJf/F8/ROESSs1rhZuenHzp5BqwtRgYWYhHCsqUUf7j1pMzXihkjcKjMP5R4czWGkBi+3ogjBPaTsTAj+h7ETVbZa5s8OiZDi1HhOuHccKfu3eG9X7AH73cFC8K4PaZAg8erPJHLzdpOyG6KhZgHzo2QZQknG64FA2FUqYKMdQrZ6WjOGW563EmIyvPtTzWev6ehQdzZYNDdSsjLYVd++LmUPH/FE1T0VRhmY3iFFUROY4F22DoeDTaQ/wR+STBIILVns+pjQH37avyjkMT/IV/9ShzNYsj00WOTFg8uL+E64cYmoJhaNlzIo2zM+M4Qclu57XKbV4PPD+k23cZDH10TaFUNEmSlN7AFQq8gkmlZKHr4g0YJwmdrkOn52KZGhO1YtZc/tZFFMWsN4T9WZIlBgNPFDAhnp8oEjbLNIWmE/Cl4y1+4L557j40yYnlDkYSjRWW2xFECd860+ELLzXouuJ1s1A1+DN3T3PXXHHP5zmME774UpO5islH7pqhmz0PkgSlosVms0/BNpiZLLGy3mVmqkypYI7/frQDNSKYc+S4kXAjkJN+lNBxQzpOJC7dKPva+ln3CvMcbV2mYmqUTQVTVdBVEUXSckJeXh/S9SKGfsxffu8C9+8r8y+/voSpydiawmRR43tvm+R8y2Wp46HKYsw8NGFRL+icajioMiiKjKHIzFVMvCgmjFNRlCbLaIo8HsekbOdxtBEJiNKfjBWUkZBkkCV5vFEpSdJYyTjewJTFODUiF+Ws+Xz7JkiaQpKK4r04TsebOiPIsiAzNVVBz6JRdF29ZpmWOXLkyHGj4O///b/Pb//2b6PrOoZh8E/+yT/hQx/60J7H5uRkjhw5cuxEqzOk23cpFUxWNzrCZXPRXPx0w+G3n92gOQz50ftmuG+xTKlgYJk63YFLEidE24omt0NV5G1dETsRJQkvbzg8s9zHMHT+4V94x/W4iztwU5OTcRwzcHySRJRuJHFKnAoll++H+GFMEidZsY08VryNmrbTNCVOEgZ+RGsY0nZCqqbGYs3gd5/d4Fzbo+OE9P2In/uBYxxfH/Kr316hoCsUdIWHDlV5/5EaX3hxk54XY6hC9fE9t03Q8yKeXRkAggxdqBocmyrw+LkujWGIH8UEUcoP3zNNYxjyW99Zpe/H9P2I+/eV+bF3zvEbT6zS9SImbI2Josb7DtXQVWms9LwcuGHM+cwGPlJZtt3dKjZNkThQM8dk5cEJiwn71XMhR+dhWRpF20AC+kMPP8zUmGk6XngNvIgLbY/1YYisKHzsA4f55194iS88vcJizWRf1eSjd05zbKGKLEv4QYzrBYSRsOORgq6LRvBa2b6mBTt+ENHpOQyG/tjqDdAbeIRhTMHWqZRszGynwHEDGu0BSZIyUS1QKppvKVVLFCdsNvtjhWmjM0BTFSQJ4liUQo0+3ZpDkRP57Eqfj94zx/feNoEcR3t+wPlRwtdOtvnSy016nngNThQ0fujuaR7YV76kIvWl9QG/+Z016rbOX/3AAUqaRLFgEscxsiwzcHz2z9eJ44ROz2HfRfmSfhCytNJmbrpCwTau+eOVI8fV4lqMh8+8uLTnpCNJU/pevI1wzC6dnQSku0dMyF6QgNIeGY5jS7WhEKdQs1UmCzr/8utLnG44AByZtPnZD+5nuePRdEKmizo1W9tzM07XFGoVm6l6adfnfZKV0AnltogRiSMx9kex+PnFu8vbIcuS2IzctkkpbeXC7NjQHE2RRGQFXGoLejTPUBUFVZFRVfG9oshompKrH3PkyPG2xBe+8AUefvhhLMvimWee4eGHH2Z1dRXTNHcdm5OTOXLkyLEbQ8dndaPL/HSFpdU2XhDumo6macqLa0PiNOXuuSLn2x4H6pZwh5ZM0kQIj1JER8de09nt09SLfz9VL7IwW7v2d+7ic7iZyck0TTm3LApxRuqEOE6QFQlDUzEMFU1RhDoCeP5Cl7ONISttl7Wuz1//wH6eX+nzL/7kLLWCxkRR53vvnOH7753nmyeaIMFkUadW0JmtWpAKQnNMhiZbDd+j/8fZ96NCmjhOQJIy1Ua6J9t9KZxruaz2fJrDkMYg4CfeNcdL60N+9bEV5isG8xWDd+0vc2zqysJJu1lg/5mWO1ZZ7pVfWTKUMVl5aELYwQv6a5OCsiQWanGSZotAhC1eAiNrOJdlCdsycGI423R4abnLB4/UaPcc/o/fP8GhSZs7Fqq8//YZ3nWojuuHDIYe/aGPH4SQgmlolEsm1bKNrl0bFaMfRHR7Dv2MqKyUTGRJpjtw8f0Qy9Spli0sUyeOE5pZ43OpYFKvFnaQYjcbojhmsznAcQMKtk6jPRCN74q8zb4t8MxKn6NTNrqh881Tbd67v4xxibs+DGK+drLFl19pMciKnSYKGt976wQPHa6iXSK7Is2avv/Zn5zn+++a4d45G01TUWQZy1Tp9FxMQ+PAwgSrm11URdmVI9kfemw0euybr1+z10iOHNcaVzseLrcc/uCx07SciwhIN6TrXr7a0VAlqpZG1VJ3Xtrq+Puyqe5Q2YdxgqbInG26/N4Lm5xpCiLyR+6d5aHDVV5aGzBV1JkoXHqzS8mIPdvSmagWKWaRH9cDaTaOp6Pc5fH329wVIyeFtPX9SEmZE4w5cuTI8fqQJAnVapUXX3yRxcXFXb/PyckcOXLk2BtBGHF+pcXsZJmhG7C6IQpkVVUminbyOF035P/8wzMcqJv82LvmmSpoxEkq3EaZ89M2dYaOh7tH9BowdvPIskSSJsxPV5isX//P5ZuenDyz1BDFKraBYagULJ3VtstvP36eM5tDzjcd7lko8/H37uNXH13CCRIW6jYHpop89N551LFFa/eCY7SIiZOUJE7EZbLtMt75/yRNCcMYzw9JkhRNVVBVoZZIU0GeBmGMaaiZfZmM3Bx9iesQt733fU7SlNYwZKXrc6HjsVgzuWe+xM998TQFQ+HQhMXRSZs7ZguXvYga5VeOiMozTZcLHW/PBe1MSRfKykxduVg1Lkku7YWMoxXfA7IiIUuixbtesSnYBsttjydOrPP8UoeKqfKn753l33/rAn0/5rb5MrfNl3nf0Ulc16fTc7OG8BRdVSkWDYq2gW3qV62uDIKIdqaoNHSVStlCliR6AxfHDTAMjUrJomDpDByfVmcISExUC9d1cX2tEUYxm80+nh9iWwatzoAoipEVZUy8AzhhzDdOtfmTE22Kpspf+8B+pmyVJEl3PK8jrPd9vvJKi0fOdMalF9Mlne+7bYIHD1T3bOAe3c5/fV6okf/Whw+hyBJDJ6RSMvGDCCQJ3w9ZnKuh6yor6x2mJ0qUi1s5lWmastka4HoB++ZqOwqPcuS40XC14+Hnv32ez/z+S5f8/UjtKAjG7YTjFgFZs1RM7fLUfS+vD3lxbcCJTYeljsc//sFjuGHCqYbDkUmbyUsQkbIsjT8vNFWoCksFk1rFxjReXamfI0eOHDlubvzSL/0Sv/ALv8BTTz215+9HY+FXv/pVisUic3NzzM3NvcFnmSNHjhw3JuIkYWmlRakg4vVePr1GmkK9atLKGrdlSSJJU7wwEYWzJ1p84t3zvOdwHVmWCLIOkFFEka4phFECJATbxGrb1/ayLLFvtkatmrd1vyrSNOU/PnqWb77S4FxzyEbP57M/cieGpvKl45scnSlzdK7MoakCBUPdsn9lKrB4j+8vxii4XhldKhf9XxZKCs8P6fRcVFVmql7EMrcKXaI44cJqG8vUmJ4oXdYCLE3TsT3dCyI8L8D1w+w80/HvR2gMA842XU43XZrDkP/u/fv4zlKP822XY1MFjkzamNrlEzRhnLDUFurKUeHO5iDcdZwqSyxWjTFZeWjCYqqoX1V2liJL6JqKbeuoioLnB1xoDjnTdFnq+Fzo+Pz8T9zHK2sDfvmrp7htvsyx6SIHawZqGhNGCbIkIckSuqZQsA0KloFpaq/7vDw/pN11GLo+tqlTq4jcwm7fY+gIlWW1ZGHoGu3ekIHj3/BqyiCMBCkZRJRsnWbXIQgiJEkaE5JpmnKy4XBkssDx9SHfOtvh4aM1jkwImfhekvKXN4Z8+ZUWz68MxjbTxarJ99xa5137K7uyTUeQJPjS8Sb/7aUG9yyU+cn37EMnxtC1TI0rM3R8KmWbhZkKjfYQ1wtYnK3tIKLF+61FwTaYrO2dYZkjx42Eqx0Pnzjd5P/5wovbyMZtxKMtGq0v9b57LQyDmFc2hhxfH2JqMn/2nhl+/4VN/Cjh6KTNkUmLkqWNozz2mlDIWXajLEvoqkylLLJfTUN7XeeUI0eOHDluDHzgAx/gpZf23hx76qmn2LdvHwBf/vKX+emf/mm+9KUvceutt+55/GgsHOFTn/oUn/70p6/5OefIkSPHzYo0TVnbFEU5s1NlXjq5RhQnlAoGA8cfFywqskwUJ7ScEEOR8aOEp5d7fOT2KSxdJUoSFFnGD8Lxur9SsoiimKEbIpGOhWqSBDOTJWanqtf9/t3U5GSSJPznR88QxikHJgos1kw0RSaKBAm5/a7J8igDSh7nQolLeXwpy1dm2UqShHbXod1zKGZEyMVqvYHjs7bRvaZ5d0kiGpg8P2LoeHSzbMSL1Wtnmy5PnO/yyqbDas/n0z90G3NFleOrAw7UzCterA78SNjBtyksh0G86zhbkzmQWcEPTlgcmbApWeqrZoC9FiSEbDlJxOJXliTcKOFcJ2C5F3Bqc8jDt8/w5x7Yxz/4z89RMhX2VQzmyzrTZQNFlkVTOGDoGgVbx7b0K7b6pmmK4wV0ug6uH1K0zW1Epctg6I2LfCRJotNzkJCo1woil/MGIMr8IGKj2SMMY2xLp9UdEmTP46gsqjkIeeRsh0fOdAD4Ww8fyEhntuyQ29DzIh450+GbpztsDILxz++ZL/KhWya4ddre875LiCzKcy2X2+ZKPHa+x8EJm8WKMf6g9X3REq4oMof2TQASy2ttKmWLemWnQthxA1bWO8zNVChYeb5kjpsDN0IhzghBlHCy4TBT0rE0hf/lv7zC/prJ7bNF7l0ocXiyQBRl4w3i80CWJHRdQVUVXC8gzpTSYgMjRVUU6lWbWqWQE5I5cuTI8TbDV7/6VT72sY/xe7/3e9x7772XPC5XTubIkSPH5aHVHdLtueybq3Hy3AZeZs82DZUwFJ0dmiITZmK2tZ7Prz2+wsCP+YvvnOXefRUUWUYCCraO64c4rljDK5njMAV0TcYPIhZmqkzUStf9ft3U5GSapiyvd8b2aU0RiyNVlbMCj+tDBIVRTKM1YOj61CoFamV7ly08TVPWGz38IGJxtoZyBdbn14M4SWi2B0K9qSj4QUgQbhWTOEGMpkj0vJhf+Pp5um7EfQeqPHSoym1TNlEcX1HVPIj72BiGY6LybFO0qobx7iuq25pQVtYtDk6YHKhZ6K+jkfzVIHIUFJ5dGXCu5XNqc0jXDfmVv/ogf/TsCk+fb3OwbnL7QpXZikEYJYL0kiVsS8e2DGxTu2wLcJqmDByfdtchDGPKRZF/iSSIyv5AyKsLtkEUxTheQMEyqFcLb0rT99D12WwOgBRFluj0XFE2hMiV7LoBx9cd7t9X5msnW5xuujx0qMrRKRtVlnbZ/OMk5fj6kG+ebvPMcp/R026qMg8erPChW+rMlHYThCMS3QsTvnWmzRdfanJspsjf/O6DKLKE44UUbQPfD8fnt2++Rqlg0mwP6Q1cFmZrOx7D0fvN8yMW56qoyo2pVs2RYy9ci/Hw2ZeWLitbcjQsjj7vkywb+Pj6kN9/YZOzLZe5ssGP3T/HHfMlgjjFVGXCKCKM0uw6hCpd1xRBTsoScZzgBeGYmASxAzs3VcE0c0IyR44cOd6O+NrXvsZP/dRP8bu/+7vcd999r3psnjmZI0eOHJePUVHO4lyN88sNnKxwtlw0cdwASSIT7AkhQZwkPHG+x396Zp2/9fAB5soGmqqMeSxNVYQrWJboDbxxRrssw6HFSUrbItSuF25qcvKNRhBEbDT7hFHMZL14SSVcEEZcWG1TLdvUKnsrxq4X0jSl3XVodYYUbB3L1On0HPoDb0z0ADQGAS+tDykZKg8ervGL3zhP1da5bdrmcN0ct6eO1KRpkowXvtpYgaqQkm6RSClEScpyZ9QOLlSWaz1/l9JOlmC+YozLdg7WLebKxiUbm68GkgTnWh5PL/cz5afDX33ffu5ZKPJfn9/kzn1VbpktU9LlcV6ooauZutJA116b6E6SlP7Qo9N1iJOESsmiUhaKyl7fpTdwieME09AIo4QkO6Zatq8rcZ2mKb2BR6M1ECrFMMTfppJUFJlHz7T51pkOJzYdbpku8Nfft4imyHvmSKZpypmmy7fPdXlyqUff31LOHqpbvP9Ilfv3VfaMEFAViGPxGlFliX/59fPIiswP3DXDLTMF/CDE0DXSJCaKxW3NTleYrBXx/JDl9Q7lornLqu35IctrHWpVm1r5jX2/5chxLXAtxsOXTq4QBPGetuqLsTkIeGF1wAtrA043XH7+z95K141Y6QXcOVfC1rfev2L3NYEUdF0VbdSqnMVl6LR7Q9pdZ5taEhZma7tUzTly5MiR4+2HY8eO0ev1diggf+3Xfo27775717E349owR44cOd5MjIpyZibKrG50cLwQWZKwTJ0girAtjf7Az/gNBT+IiZIEVZb52sk2wyDiI7dOYOkqiiITRjGGpnJgcYIoTlhd7+B4ATNTZWYnK699QleJnJy8DHh+yEazT5KkTE+UsC39ksf2hx7rmz0W52pvqn0tTQVZ1mwPURSZyVqBKE5Y2+yNJbsApqaiagovLHd5bqXPC6sDOm7Iz//wrSx3PfwwYV/NRJakzAaekqTCqqep8rjEIEkSojgljhMKtk7BNugNHHw/Jkrg5OaQExsDzjRczrRcuu7uZihDlViomOyrmeyrisv5ypUV7lwORqVDQZzwBy80ONfyONd2uXW6wN/67oO8tD4klST21y2qpkqapij/f/b+O0yy+77vfN8nn1O5q/PkGSSCBJjAKJMExWCJsiTbEvXIVrCltXW9kilfeWWvZa0lkXvvY8myZWm9Ni3TD23J9F7TQaJIylYkRYBmjgAIMCAMJnZPh+rKJ5/f/eN36kw3ZgAMgAnAzPf1sJ8edFdXnTpV1c3+9DeYJrWaS6PmUa95VbnzxeRFwXAU0h+GALRbAe1GgGHAcBwxGIVkZZtylhc4tkWnVaNZ9y9bOFsUBRvbI7bLjdt5XlSbaU/2Ix5cG5MX8N13LPKJh3u4lsnL9jepX2TldlEojvdC7jsz4sunhmxNzs8ebXgWrzrY4g3H5jgw51/0WGzLIMsVJ3dC/uxbPU71Y/7pO1/CNE6xy4or0zQxUMRpjmkYLC+0WOg2UIqyAjll33JnTxu+UoqN7RHTMGH/Ske2cYsXrCtdORmlBd/anFAoxauPzPG+T54kKxQvO9jijn1NFpsetmWiFNVYlKKc35AXBZ5r0+3UadR9As8hzwtOr+8wKL/HKfQfOhbnG1fl/7gIIYS4/ryQfjcUQojni9minEbNZ2tnRBRnOI4FhcK0THzPJssKJmGC45hkaYFhGqwNIv5/X1xjZ5rxg69c4SWrDUyDsrjAwPdtVhfPjya8GkUHEk4+hWmYsLE9wjQNluabTxk2KqXY3B4RlluEnyq8utqiOGWrNyZJM7qdOq2Gz3Z/wtrGoJoDaVmwMNek1QzYGYYkccqfPHiOD9+/QZIX3LZU53vvXLxom65VLp5xHBvXtUnTTAeghoFbttdneY5jW8x36rRbNTaGEV89vs2XHtvim2sjHu9FxNlFFhIZsNLyqrDyYMfnQMe/aIj2XBRKESYFdc/i3kd6fPHUkNM7emP5L/+lF+E5Fv/zkW32tTxW2x5Nz8IqN1x5noPn2tX80t2zTAFG44jhOMIwoNOq0Wr4YBiMJxGDYUgUZxiGDgFd16bTCmg1/Ge0YVopRZJm7AymbO+My61bZbvzKCFwTGquxS/+90cogDtWG7ziQJM7Vi8+OyLJCr5+bsJ9Z0Y8cHa0p0LSsw1evr/Fqw+3uH258ZQLbvS3F4Pf/NQpHt2c8u0vWuDtty1Qd81qoY4+9hzbNtm/1GGuU68qPje3Ryx0G7SbwZ5viONpzPrmgPlOnY5US4oXuMvx8/Br3zxTLUlTSqEwyIqCf/0/T/HI5pQDHZ/XH+3w9tsXCXxHVymrgqic6ZrnRblJ28BxLJRSuI7NgdUOjq2D/+E4Yu1cnzBOq3mStUAvQFvoNmk3r3y7hxBCiOvTC+F3QyGEeD7Si3KG5EVBfzAly3WX5mQa6yXBtkWj4bGxOcJ1LZKyIMgwDL5wYsA9j/T46Tcd2hVOUo5vUpimyeED89T8Jy/Qu1wknLyI8TRmc3uEY1sszjefdj5gnhecWtuhHrgsdJ+/24GzvKDXHzMcR9UmaVCcOL3NeHq+mtJ19P2en2tgAI+uDbn3G+d46Wqd7WHEv7z3BLcvN3jRcp3bluvU3fNBoQE4jlVtxVblyqhmXbfAjyZxNeexXvNo1n1838EAvnlmwNdO7vDo5pgT21NO7kSM4wsX7oCeYXmgo4PCWWC40vQu6xxLpRT9MKPl2/SmKf/jwU3ODGLWhzF339Llx//cIf7ooS3SLGex4bLUdDk8X8d1LSzTolBF9Qs/6AA0y3KyrMAw0GGuo+c8qEKRZgVxmqHKpT+2ZRJ4Dp7vYJlmNfdBb2rPSJKCOE3J0qKqBp3EOXXP4vh2yB9/Y4tHNqco4K/etcpdB1ucG8UsNdwLnqN5oSsbv3Fuwjc3pjy6Nd0zOzRwTO5Y1Qsx7tzXrNr+Z0yDqmqrKBQPb0353OMDojTnb999mF6U0/FMDAw9qDcryDI9rDfwHQ6szFV/lYnilLMbA2rldvvdIW2SZqxvDjEMWF3qYF/hWa5CXA2X4+fhV75xhq+c7Ot27bUx3/+KVb7tWJsvnhjw0gMd9i00ME2DaZgQJxlFUZDniqIocBy7nJkbEMUZvf6ElaU2jZpHFCdsbI8ZjEKUUtWYj8B3ObA6x9rGgMX5Js36xSunhRBCiEvxfP7dUAghXgh6g0k10s80DFaX2qxvDVGFwvMcWnWfrf64unyeF/iuU3VN/frHj/Oi5TpvuWUe29J5gefaHFzt0qhf+WWzEk7uMpnGnNsa4nk6FHHsp6/Oi+KU02s71S9yLwRKKUbjiN5gAhjMd+o06h6b2yPWNgd75gy6rs1yt0l3rl5WQBY8dGbAp7+5wWcf2eLInM9feukSn36sz0LD4dh8rXoig96wbaDDr9nihcB3cB1dYakr5qxqtqVZLlqYzTw4uzPl+OaUk72wCiw3d22D3s0wYKHusq/tsdpyWW3ptvCVlntZW8OLQpHkBb5j8clHd3i8F7I5TtgcJbznu27meC/kvz+4yXzNoVt3efWxLq+5eZGNSUqr5tKte5go+qMpw3GEbZk0ah6eZ1MUkGUZkzAlDBOSLNMbysvHJMsVozhjFGX4jsVS0+WjX9vgsa2Qs8OYMMn5tb98GxujhMe2Q25erLHSvDCMjLOCkz3dYv/I5pRvbU6J0r2Vq92aw8v2N3nZ/ga3LNaxLaNs4S+X6JgGhmWSpjmFUiSZwrUMfukPHsE0DF5zpMObbpmn45nYtoXn2kymcTX7dL5TZ99Kp6oyTtOcc1v6Lz6rS+09bdp5XrCxPSSMM1YXWwRX4S83Qlwtl+Pn4X/71CP89/vP8YpDbV6y0uDgfEDdd8nyopxFqcduZHmBaRjUay4Lcw3q5ezkOMk4e65PzXfpdGr0B1N2+hOyQo+eSJIMwzCwbYtD++ZwHZsTZ7ZZ2dXuIYQQQjxbz8ffDYUQ4oVmMo05e67PJEywbZMjBxY4vdYjSXKCwMGxbZIkJct1oYLrWsRxSqPh8+j6iP/wuTNMkpy/9tr9HO36KAWL3Qb7V+au+LFLOIneYryxNcJ1LJYWWpcUSoLeyLzVG3NoX1f39b8ApWlOrz9hNDlfTZlkGSfP9IgT3W6Mmq2St5ifq7PYPV/NNquk+b/+4Ovc+40NNkcxty3X+ak3HGSaFDiWUVUzGuhlCWCAYWAYYKBbA2eVf5Zp4LkOlqUrBfOi2FUxqGcphmnBmX7EqZ2IM4OIM/2I0zsRk+TiVZYGOmhbbLosNlwWGw5LTY+lhsNC3b3sW8PHccYjWyH9aUo/zDg2H/DS/U3+1SdP8ujWlGlSYJnwf33f7TyyNeF379vANvVMz1cfavOmm+f44JfWODuMSbKCNFf87287yiObU/7ve0/iOyZNz+bum+d4223zfOHkQP9lpOWy3PQuaLOO0oK1YczZQcTj2zqQPDuIL5hPV3NMbl2q86LlOrcvNzi8UMN1LaJYh8iGAa5j43s2g1FEkhV849yEr62NeeDsiG871uGdr1jh3DChW9fVsJ7nkKZZ1WbueTaH9nWpB+fDjCzP2dgaESUZKwtNars+l+cFWztjRpOIpfkmrauwJUyIq+1y/Dzc2B7S60+rbdy6wlGRlctsHMdirlVjrlPfU3E8m906nsY06h7jcaRbPUyDmu8yGIfV8qzF+Sbdtp5ffOLMNvuXO/KHAiGEEJfF8+l3QyGEeCFL0ozHTmwSJxm2Y3HToUXWNwcMxxGuY4Fh4JXdroNRRC1wyHLd5dloePzhfeuM44x3vGSRJMt50dFlgkAqJ6+oaZhwbmuI41gsz7cuOWBUSrHZGxPFKQdW5q7IhumrTS/Qien1Jyil6LQCajWX9Y0hg1FIUShsy6RQugLSsgxadV9XuLnnZ3FujWIePtvnUMfjg585wYfuO8ehOZ/blmr8uWNzLDQu/EVWh14WjmORZedboW3bwvdsHNsiL9uedStiXrYjKlS5m9YARlHOmUHE2WHC2UHE2X7E2WHMNLlwluVuc4HNQsOlW3OYqznM1ezz/w4c6q4Jl7FVvygUYVZQdy3GccaZga4mzAvFQsNlteXx9fUxaa5wbQPHMjnSDXRAi7poFWihFIMwY2ucsDlJ2RiV52AQ71lgs1snsDk2H3Dzkm7Pv2WpwVynxmQaM54k5Lkelhv4DvXAZas35vh2yMObU151qEWUFvz2589y574Gd642OdQ9v9BHB8llhaVlsrLY0mMCdp3HLM/Z6o2ZTBOWFva2hWZ5wVZvxGSasNBt0Gr4z9txCUI8V5fj5+HjpzeJ4tmiMf1XpcB3mWvrynjzIq+faRhzam1nz8c816Ze89ncHqKUqmbq7lvqVBXtJ05vX/Olb0IIIa4vz4ffDYUQ4nqRFwVff2SNvFzAe/PhJfqjkPXNQZnrQLPu0W3XOH56G8s0me826O2MMU2Tmu9wfGPEP/2Tx3jfj72SfUudK37MN2Q4GUY6lLQsk+WF1jPa8lsoxZm1HVzXZmm+eV0GJlleMBhOGYxCLMuk06qRpBmb26OyJRBs29LbubMcDF0htzDXoNMMsHdVnvZGEZ/6xjpfenSb1x9tEzgW//Lek9y0WOdQx+OmhYCliyzZqaoqZ+GjYWBbJrXApRZ4+J6D4+gZhmmWMR7HTKpZajq0VGWQOopzNscJG6NEvy9bsDfGCWH61MElgGsZzNUcmr5N07NoejZN36LpOzQ9m5ZvUXNtfMfEtcAxdbXoxcKAZ/Y4KKIsJ0wLwjRnmhSMooxBlDHc9bY9SdmepGRPtqoXaPkW+9o+xxbrvPLYPC892MGhoD8IwdCPeVFVWNk0Gx6TKOX4+pDVts/HvrXNRx/YpOZa3LJY47tessBqy682gOu1N+USHAxM02CuFbB0kdfX7LkUJxkL3QbN+vngcRolbPfGpHnBQqdOU0JJcQO4HD8Pz6zvMI1SGjWPdjMg8J2LvnaUUkzDhDPn+sRxSq3mURQFjZpPPXBY2xySpBmdZo04zVhdaleVzhJMCiGEuFIknBRCiMsrTlIeeXyTLMtxbJObjy4TRiknz2zj+w5hlNJq+Bxc7fKt4+eqRTpFocdCmSYMopzbD8/v6W68Um6ocDKKU9Y3h1imwdJC62kX3TxRluWcPNtjfq5xw2wlnW2AHk8iPNfB92yGo4hplGAYuhXZtAyKXG9cVihMw8D3XbrtGq1GUFWkFkXB+taIz3zzHI9sTDi+HbLU8vhrrzvA73x5nSjLOdoN2N/WVYx6BiVgGFVr926zANMwdXDpurrl2HNsTNPQ4V6ckGYFqtCt42ma6xCOslo0zsrQMmVnmtKb6vc704ydMH3ShTyXwrNNfNvEtgys8r6Y5vl/g14ikxeKXKnqfZYrwrR4yrDxYkwDFhou8zWHxbIC8+hijZtXm9SdWXt2dsF5nC3+cS2Dmmvx7z93luPbIduThJsXa/xv336ErXGCaRjMN5zq6w1DV0XalkmS5RgYNOoeywttAv/C4GIaJmztjCmKgsVus5pTl+UF/TIM91ybhbmGBB/ihnI5fh7mRVHNb72YJNHfy/ujKWmWE3j6tTzXruE4Nue2hiRJSqcVECc5jZrH4q4/wEkwKYQQ4kqScFIIIS6/c1tDoihhZxjiOha3HF0mSTIeP72N79mMJjE13+Gmw0ucOLvNNEywLYu5dsBwFOE4FiuL7avy//8vazj57/7dv+PXf/3X+frXv85v/MZv8K53vetJL3s1fwDNNvwqpVhZbD/jUBLOL77Zv3LjztiK4pTBKGQ8ibFsE8OA6TShKAps28IyTQpVYABpVlRzBi3LwHNsmg2fes3Ta+gN6O1M2O5PKIqC+0+P+Pq5ESd6ESd3Iv7Z97+Ic/2Yex/psb/tcWDO50DHx3csTKtcspPrbc+GYVTVe8CFISZlV/asiqicoVmO08Qw0FWOBtWmbKUUBpBkBTthSm+SMYozxnFevddvGaM4Z5rkxFlBlBUX3P5z5dkGvm0RuCYt32a+7rLQ8qnZBoFl0Kk5LDR0C7plGuc70NX5d0WhGEQZO9OUQZTxyoMtHlwb86H7NtgYx4DBD7x8mTfcNMcXTg5YqLvsb3s0Aj3/syj0Mg2jrJpVZdBrmgaNus/yfBP/Iq+LolD0h1N2BlN8TwePnueQ5TmjcVRuAIZOq0a76e/ZzC3EjeJK/TzcUwVvGuSFIopTPNdhoVtHKdjaGZNlBb5r47o2cZKxb7mz5+ekBJNCCCGuNAknhRDi8lNK8ejJTeZaNU6t7eC6FrceXSZJdOGdZRqEUYppGdx0eJHN7RFJkutihrITa3mh9cILJ++77z5c1+WXf/mXec1rXnPNw8kszzm3NSJJMpYXWzoUexbG05hzmwMO7Z+/5GU517skzRiMQkbjqFxco8MqwwTfdXDKbdx5uZY+zfJqBqFZVjp6rk0t8DBNkzhOmEYJrm2TFwVJmrM+iPj8iQGndkJO92O+7WiH73zxAv/PF9bwHZPVtsdiw+WWxVp1XAYGjm0SBE7ZiqhI0oI0zfVilqIgywpUUVywEOayUIokV0RZocPKsgKyKM+Rfq/HAyjAKqtPLUMvA5q9BY6J71j4tnnBgpvdikLf1jQt2NfxWR/G3Hd6wM40ozdNuXO1wWuPdHj3HzxCf5rRreslQD/5hoPshCmbo4Tllkvbt8ut4S6+7xElKdNpQl4UZYUqs55tXNem0wyqiqsLT4FiEibsDCYkSU6nFdBuBcRxxngaM5nGmKZBqxHQavh7xgAIcSO6nD8Pi0IxHIf0h1OUgnYzIC8K1jeH+J7DvqU2cZqxvTPGtiyyvGCuFdAfhix0dVfA7nbwNM05cUaCSSGEEFeWhJNCCHFljKcx/cGUZsPj+KltXNfitqMrxEnGmfUdFLoLtsgL9q10CMMUyzJ11gMcPTiP51753wOeeQnhU3jZy14G8Iyqn7761a/SaDRYXV1ldXX1shxHURRs9saMJ/EFizaeqVnV15GDC0/ZMnejcR2bxW6TxW6TPC8YTSKGo5AwSgnjlGmk24DrNY96zaUoFNMwJUkzCqXX1o/GMeNJjGEaWKae0RinGapMDY8tt3jx4XlQivE0IU5SCqW4faXOmX7EQ2dHDKKMv/+2Y3zu5IA/emiLxYZLt+7w6kMtjnQDjm9Nafk2nZqDZ+ulO0HdwbHtsg3cwrFtLEtXgqpCEcYpw1HIJEx0q7qazb0Eyywvp6hmWua7U07DwLWNZ7wBfLYVPS8U0zRnkuRsjGKOztdYH8Z85fSQUaSrNu9YbfLaI21+9U+Pc7wXYhkGLd/m//MXbqY/STjZi5irOdy6WOdgRz/3f/7txy44pm7NYbnlYVkmWa4XEQ3GMcNJjGnqUNR1LGzboln3adb9p5xjF8Ypg2HIZBrjujaea2MaJoNRyGAUUgtc6mWr6HOdxynE89nP//zP86EPfQjXdfE8j1/5lV/hLW95yxW9zUmoF5olSU6r6bO63GEyiTm3NQT0/6kIo5S1jQH1QC/IqfkOcZoTxRlHDy5gPWHZVppJMCmEEEIIIcQLWaPm0etPsG2LYwcXeOzUFt98bJ3bblphdbnDua0hddtiGiasndO/KxRFwXy3QRynVZHZlXZZw8ln4+677wbgl37pl3j3u9/9nK5LKcV2f0J/MGWh23jOC2s2t0eEccqRA/OylOMpzJbmdFo1lFLEScZwFNIfTRmOdWhpmAa+6zDfqVOruSRJThglTMOENMvJi6Laxk1ZTTgJY0aTiELpTeFOGS5++4uXKQpFludkmW7tvn2pRttdruZGqkLh2Bb/5SvnWBvGTJOclZbHP/7e2/jsYz0++/iAlq+X27z8QIvD3YAvnxpgGQa+Y1JzLQ51A9JCESa5nhGpFK6lg9Q01+3buhoS6p5FnBWM44y80O3gDd+iEzh8bW3EOMqJ84IkU7z9RfM8tjXl4w/3mCY5kzjndUc7fPstXf7PP3qUrXFK3bWouxb/6B03kSnFOM5p+jb7yhZ32zL5yTcdInBMXNMsFwDBsYUaxxZqFzxGs2DSMo2qzRt0+32W6/Z70zAwy9mdnmsReC6ua1V/bMiLgvE01pWyuSLPcx1Eh0nV4m3bVvVYuY5Nu6k3/crrR9xI3vjGN/ILv/ALBEHAfffdx5vf/GbW1tbw/Wf/h7Knk2d6lqttW2zvjDl5epu8KJjr1FGFYn1zyFy7Ri1wiZOUdrNGfzRldbFdzX/dLct1MLl/RYJJIYQQQgghXsj2LbU5cWabY4cWOXKgy+One3zjkTVedNMKi90Gvf6ETqvGznBKgdJdlEox16pdtbGGzyicfOMb38jXv/71i37uK1/5CgcPHnzGB3DPPfdUlZPPllKKwShkqzdmrl3jpsOLzykMUUpxdmOAaRgcXJ2TYOUZMAwD33PwPYelhZauqItSeoMJw1HImfU+AKZl0Kh5zM/pbc2FUsRxShSnhJGuvMyygtngxDTTrd6EVNvCXcfC9/QLJfAcFlpBNRsxLwriJOPvv/UIAHFWME10a/dSw+GOlTqjOGMU5UzjjDTL+ezxPqM4I0oLbNPg//jOm/nC430++KW1anHNO1++zFtvm+fnPvII/TDDMMC3TX79+17E/WdGfPDL61imgWcbvP22Bd508xxfPjVimuR4tolnmxRKUfcsXrRUp+5Z1FyLpYa+H//Hnz+GbRp7nnMH2j4/8IqVPec5ywuabrlo6GkmMxiGflxmlZ+2ZeL7Dp7r4DgWnquXCCmlK6Vm568oyiVHSi8FUmV7fpJkuoXfMPB9h+WFFo2aJ+3ZQpTe8Y53VP++8847yfOcra0tDhw4cMVu0/NsNrfHJGmG5zkooBZ4TKcxC3MNGjWXc1sj5jp1klR/zzt2aPGiVcx5XnDidI99S52LLrcSQgghhBBCvHDYtkWnVWNrZ8xit8mhfXBqrcfXH1nntmMrdFo6U5tr1hiMQ+Y7dbZ6Y5Ikx/ecqxJQXpFt3T/2Yz/Gq171qqsyc3I0idjYGtGoeyx2G895oUZRKE6t9argTFx+kzChtzNmNInI8kIvnzEMfNemUbYP1wIXyzJRSpFlBUmaESdZWW0ZEyc6RHvik3e2wRvj/H/rTTdKt2Ffpme7XsTDBb/Ym2XLt2Ea5f0ClFFVNlaXMw1Mw6iOf3ZdpmFimgYY+vJFoSiKgrxQ1bKeJzIN3X5dq7k0aj5OWb1o2yaWbT2rFuqiDHdnQXGSZAAEvkuz7pWzQiW0F+LpvP/97+df/st/yVe+8pUnvczs5+HuP9Y90z/Y9foTHMdia3tEkuY4jsVSObx67VwfgMB3GIwi9i23n/T/YBRFweOnt1leaF20olIIIYS4EmTmpBBCXFlKKR47ucXh/V1s22Jze8TaRh/DNLnlyBKTaVwViWVZTqPh09sZc3C1S6sZXPHju+Zt3c9FoRSTaczhA/PY1nOfB5nnBSfObDM/p5cCiCujHrjUgy5AVVk5HEcMRlN6/QlbO2NAh26WZeDYNp6nq/tqgUerEWCV4ZtpGsRxxmQaMwkT8rzAskxc2ypDPj1HMi8UuVIUuwJNlRfkqqAo9GOvVMH5VLOsNkRXMerjsHTgZ5oYhkFe6DmNRaGDT93mrT+mg1O9QMYw0DMuHd2WbhhGFVTqFmndml7kBVlRkCbF3jmWUG7JNvE9p5zj6RF4Tjkr85mFhLNZmVlekGbloqA0J8ly0nLGpmEYeK5N4Dssdhu4jrRmCzFzqV0EH/vYx3jPe97Dn/zJn1zS9T6XMSdFoThxepvAdzi0v4vvOQxGIY9vDliYa7AzmFIUimOHFp70tVwUihNneizONyWYFEIIIYQQ4jpiGAarSy3WNgYc3Ndlcb5Jlhds9kY88vgGh/d3yQsHy9SFYEVe0Kj51GpXp637slZO/sf/+B/5uZ/7OXZ2dnBdl3q9zkc/+lFe8YpXXHDZ59tfx7I858TpHsuLukVVXBtK6VbiaaiX5Uyj5Hx1JQaGqbdx26aJaZoUqthTkajKCsk8V2RFUS3XMcot2LNFL7Nfzs1yGY8OOy0c29q1FEJfT5rp2ZZplutjKSsZi0Iv9imUAgUKHepZhontGDiWhWmZ5fGVlZvFrmOtPqbKY9cft22Tmu/SqHs06j4ovR09SctjyAryPK+W2DwbZtne7ZSBqWtbOI6N4zy7SkshxF733HMPP/qjP8pHP/rRalnck7kclZNnz/XptGvUfJckzTiz3sf3bCzLYjyJ2LfcecrZkUopTpzZptuuX5W/jAohhBC7Pd9+NxRCiOvVqbM9unN16oHOvU6v9dgZTLEsk6X5JmlWYBgG40nE4nyTwHdwnStf13hF2rovxfPpB1Ca5pw4u82+5Q61qzTsUzwzWZYTJRnTUC/RieKUopyLCOdDRtvWy1hsR2/hdm0LyzYoCkiSjCRNiZPs/NeVVZZ2WYFoGOdbsNOykjBN9cKeWVu4WbZg27aF5znUfEe/YF0bMMrAsdBzKsuFPbNwMy0DRgDKVvbZjE7fs5/zWAIhxLV377338iM/8iN8+MMfvugf557ocv08VEqxtTNmOI5YnGuwtTOm1fCZn2s8ZeWzUoqTZ3u0mwGd1oULtYQQQogr7fn0u6EQQlzPsiznxJneno6qE6e3GY1DHNemFrioQuG6NmF09RZE3/DhZJxknDrb48CqbCR9oSqKgjTNiZOMKElJ04Isy0hzXdmoioKibLuunu67X1uKPbMcd39qNhvStMxqLuSlvjCtcmu1XVZluo6N6+rqTGmRFuL6dcsttzAcDvdUP37gAx/gzjvvvOjlL8fPwyhOObPep9XQC8amYcL+5U75R5Mnp5Ti9PoO9cCj26k/q9sWQgghnqvny++GQghxI9jsjTANo9qzMptHGcXpnoWYvucw36njXYWs7AU9c/K5CqOUM+s7HNrfvSplquLKME0TzzPxPIcW0o4ohLi2Hn744at+m9MwYXG+web2mLl27ZL/wrm+OcD3HAkmhRBCCCGEuEEszDV49OQm7Vat6iI9dmiBhx/fIIxTmnWv2u1xtRZF37A9pJMw5uy5HY4cmJdgUgghxAtanhf0+lMO7e/S7dQvKZjc3B4BBovd5pU/QCGEEEIIIcTzgmEYrCy0WN8c7PnYzYcXsUyD8SShWfcxDMrFwVfeDRlOjqcx65tDjhxYwLata304QgghxHPSKaslnUv8mdYbTIiSlJVFaZ0TQgghhBDiRtOo++R5QRgl1cdM0+Tmw0sYhv59od2q4blXZ/zhDRdOjicRG1tDjhyY37WVWQghhHjhutRQEmA4DhmOIg6szMn8WyGEEEIIIW5Q+5Y6rG0M2L2KxrYtbjq0CAZsbY+I4/SqHMsNlc6NJhEb2yMOH5jHkq3IQgghbjCTacxWb8yhfV0JJoUQQgghhLiBOY5Fo+bRH073fNx1bY4eWAADiqu0QvuGSeiG44it3lhXTEowKYQQ4gYTxSlrmwMO75/HNCWYFEIIIYQQ4ka3MN9ke2dCXuydLRn4Lgf3zWPbVyc/uyFSuuEoZHtnXP5CdkPcZSGEEKKSpBmn13Y4vF9GmgghhBBCCCE00zBYWmiysTW84HONmnfVFkhf97+hDEYhvcFEKkWEEELckLI85+SZHgf3dZ/RbEohhBBCCCHE9a/VCIjijDjJrtkxXNfhZH84ZWcw5ZAEk0IIIW5ARaE4eabHvuUOnnt1/uophBBCCCGEeGFZXWqztjG4Zrd/3YaTg1FIfxhyeH8XU4b+CyGEuMEopTi11mOh26AWuNf6cIQQQgghhBDPU77n4Ngmo0l0TW7/ugwnh6OQncGEQ/tlG6kQQogb09rGgEbNo9UIrvWhCCGEEEIIIZ7nlhfbnNsaotRVWtG9y3UXTg7HEdv9CYf2zUvFpBBCiBvSZm+EYRjMzzWu9aEIIYQQQgghXgBsy6TTrLHdn1z1276uwsnRJGKr2sotwaQQQogbz2AUEoYJK4uta30oQgghhBBCiBeQ+bk6/eGULC+u6u1eN+HkeBKxuT3iyP6uBJNCCCFuSNMwZntnzIF9MtZECCGEEEII8cwYhsHyQotzm1d3Oc51EU6OpzEb2yMOH5jHNK+LuySEEEI8I3GScXZjoLsHJJgUQgghhBBCPAvNuk+a5URxetVu8wWf5E2mMee2hhzeP48lwaQQQogbUJblnDrb49C+LpYlPwuFEEIIIYQQz97qUoe1jatXPfmC/g2mKBQb2yOO7J+XX8aEEELcsDa2R+xb6eA69rU+HSicTwAAvbJJREFUFCGEEEIIIcQLnOfa+J5z1aonL2ui9/M///PcfvvtvOxlL+M1r3kNH//4xy/n1V/ANA2OHJBgUgghxI1tdalNzXev9WEIIYQQQgghrhOrS218z7kqt3VZSyze+MY38gu/8AsEQcB9993Hm9/8ZtbW1vB9/3LezB4y8F8IIcSNTn4WCiGEEEIIIV6oLmvJ4Tve8Q6CIADgzjvvJM9ztra2LudNCCGEEEIIIYQQQgghrhNXbDjVv//3/56bbrqJAwcOPOXlvvrVr9JoNFhdXWV1dfVKHY4QQgghhBBCCCGEEOJ55hlVTr7xjW9kYWHhom+nTp2qLvexj32M97znPXzwgx982uu8++67ueuuu/g3/+bfPOODX1tb493vfjdra2vP+GtvJHKeLp2cq0sj5+nSyHkSV4s81y6NnKdLI+fp0sh5ujRynsTVIs+1SyPn6dLIebo0cp4ujZynp/eMwslPfvKTbG1tXfTt4MGDANxzzz38+I//OB/96Ee57bbbnvY677nnHr70pS/xt/7W33rGB7+2tsZ73vMeeYCfhpynSyfn6tLIebo0cp7E1SLPtUsj5+nSyHm6NHKeLo2cJ3G1yHPt0sh5ujRyni6NnKdLI+fp6V3Wtu57772XH/3RH+XDH/4wL3vZy57yskopAI4dO0ar1QJgOBw+o9sbj8fV+2f6tTcSOU+XTs7VpZHzdGlu9PPUbDZlUcslmP08fC7PkRv9uXap5DxdGjlPl0bO06WR8yQ/Dy+F/Cy8euQ8XRo5T5dGztOlkfP09D8LDTX7SXAZ3HLLLQyHwz2zIz/wgQ9w5513XnDZ06dPV9WWQgghrj+DwaD645N4cvLzUAghrm/y8/Dpyc9CIYS4vj3dz8LLGk4+E0VRcPbsWflLohBCXKfk+/ulkZ+HQghxfZPv709PfhYKIcT17apWTgohhBBCCCGEEEIIIcSlekYLcYQQQgghhBBCCCGEEOJykXBSCCGEEEIIIYQQQghxTUg4KYQQQgghhBBCCCGEuCYknBRCCCGEEEIIIYQQQlwTEk4KIYQQQgghhBBCCCGuCQknhRBCCCGEEEIIIYQQ14SEk0IIIYQQQgghhBBCiGtCwkkhhBBCCCGEEEIIIcQ1IeGkEEIIIYQQQgghhBDimpBwUgghhBBCCCGEEEIIcU1IOCmEEEIIIYQQQgghhLgmJJwU173777+fH//xH+fo0aP4vk+j0eCVr3wlv/qrv0qv16su9+Y3v5k3v/nNV+w43vve9/Jbv/VbV+z6L8YwjCd9e9GLXnRVj0UIIYQQQgghhBDiiexrfQBCXEn/9t/+W37qp36K2267jb//9/8+L37xi0nTlC9+8Yv85m/+Jp/5zGf40Ic+dFWO5b3vfS8LCwv82I/92FW5PYDPfOYzF3zsc5/7HD/zMz/DX/7Lf/mqHYcQQgghhBBCCCHExUg4Ka5bn/nMZ/jJn/xJ3v72t/N7v/d7eJ5Xfe7tb387P/uzP8sf/uEfXsMjfO6UUkRRRBAEF/386173ugs+9m/+zb/BMAz+xt/4G1f68IQQQgghhBBCCCGekrR1i+vWP/7H/xjDMHjf+963J5iccV2X7/3e733Sr//EJz6BYRh84hOf2PPxxx9/HMMw9rRoP/bYY/yVv/JX2LdvH57nsby8zFvf+la++tWvAnDkyBEefPBB7rnnnqqt+siRI9XXD4dD/t7f+3scPXoU13XZv38/P/MzP8NkMtlz24Zh8K53vYvf/M3f5Pbbb8fzPH77t3/7ks/JaDTiv/7X/8rdd9/NzTfffMlfJ4QQQgghhBBCCHElSOWkuC7lec7HP/5x7rrrLg4ePHjFb++7vuu7yPOcX/3VX+XQoUNsbW3x6U9/mn6/D8CHPvQh3vnOd9Jut3nve98LUAWm0+mUu+++m9OnT/PzP//zvPSlL+XBBx/kF3/xF3nggQf40z/9UwzDqG7r937v9/jkJz/JL/7iL7KyssLS0tIlH+cHP/hBJpMJf/Nv/s3Ld+eFEEIIIYQQQgghniUJJ8V1aWtri+l0ytGjR6/4bW1vb/PNb36T3/iN3+BHfuRHqo9/3/d9X/XvV7ziFQRBQKvVuqDV+l/8i3/B/fffz+c+9zle9apXAfDWt76V/fv38853vpM//MM/5B3veEd1+fF4zAMPPMDc3NwzPtb3v//9dDodvv/7v/8Zf60QQgghhBBCCCHE5SZt3UI8R91ul5tuuol/+k//Kf/8n/9zvvKVr1AUxSV//e///u9zxx138PKXv5wsy6q37/iO77hoW/lb3vKWZxVMPvjgg3zuc5/jh3/4h/F9/xl/vRBCCCGEEEIIIcTlJuGkuC4tLCxQq9U4fvz4Fb8twzD42Mc+xnd8x3fwq7/6q7zyla9kcXGRv/N3/g6j0ehpv/7cuXPcf//9OI6z563ZbKKUYmtra8/lV1dXn9Vxvv/97weQlm4hhBBCCCGEEEI8b0hbt7guWZbFW9/6Vv7gD/6A06dPc+DAgWd8HbPqwjiO93z8iWEhwOHDh6vw71vf+hb/5b/8F9797neTJAm/+Zu/+ZS3s7CwQBAE/Lt/9++e9PO77Z4/eamSJOEDH/gAd911Fy9/+cuf8dcLIYQQQgghhBBCXAlSOSmuW//wH/5DlFL8xE/8BEmSXPD5NE356Ec/+qRfP9umff/99+/5+Ec+8pGnvN1bb72Vf/SP/hF33nknX/7yl6uPe55HGIYXXP67v/u7efTRR5mfn+dVr3rVBW+7t3o/Wx/5yEfY2trib/yNv/Gcr0sIIYQQQgghhBDicpHKSXHdev3rX8+//tf/mp/6qZ/irrvu4id/8id5yUteQpqmfOUrX+F973sfd9xxB9/zPd9z0a9fWVnhbW97G7/8y7/M3Nwchw8f5mMf+xi/+7u/u+dy999/P+9617v4gR/4AW655RZc1+XjH/84999/Pz/3cz9XXe7OO+/kgx/8IP/5P/9njh07hu/73HnnnfzMz/wMv/M7v8Ob3vQm/u7f/bu89KUvpSgKTp48yR//8R/zsz/7s7z2ta99Tufi/e9/P0EQ8EM/9EPP6XqEEEIIIYQQQgghLicJJ8V17Sd+4id4zWtew6//+q/zT/7JP2F9fR3Hcbj11lv5oR/6Id71rnc95dd/4AMf4Kd/+qf5B//gH5DnOd/zPd/Df/pP/6naqg06xLzpppt473vfy6lTpzAMg2PHjvFrv/Zr/PRP/3R1ufe85z2sra3xEz/xE4xGIw4fPszjjz9OvV7nk5/8JL/yK7/C+973Po4fP04QBBw6dIi3ve1tz7ly8tSpU/zxH/8xP/IjP0K73X5O1yWEEEIIIYQQQghxORlKKXWtD0IIIYQQQgghhBBCCHHjkZmTQgghhBBCCCGEEEKIa0LCSSGEEEIIIYQQQgghxDUh4aQQQgghhBBCCCGEEOKakHBSCCGEEEIIIYQQQghxTUg4KYQQQgghhBBCCCGEuCYknBRCCCGEEEIIIYQQQlwT1yycVEoxHA5RSl2rQxBCCCGEEEIIIYQQQlxD1yycHI1GtNttRqPRtToEIYQQQgghhBBCCCHENSRt3UIIIYQQQgghhBBCiGtCwkkhhBBCCCGEEEIIIcQ1IeGkEEIIIYQQQgghhBDimpBwUgghhBBCCCGEEEIIcU1IOCmEEEIIIYQQQgghhLgm7Gt9AEKI65dSiqJQFEqBAoUCwDJNTNPAMIxrfIRCCCGEEEIIIYS4liScFEI8J0VREEYpYZwSJxlJkqGUqj5vmiaWacCuHDLPFUVRnP+AYeDaFp5rE/guQeBgmVLYLYQQQgghhBBCXO8knBRCPCNpljOexIwnEWmWYxgGge8Q+C6Nmofr2JjmM6uIVEqRpDlxkjIJY7Z2RuSFwnUsmnWfRt3DtqwrdI+EEEIIIYQQQghxrUg4KYR4SkopojilPwyZhgm2bdKoeywvtnCdy/MtxDAMPNfGc21ajaD6eJxkjCcRp9f6FEVBs+7TadVwHAkqhRBCCCGEEEKI64GhdvdfXkXD4ZB2u81gMKDVal2LQxBCPIUoTtkZTJhMYzzPoea7FKogjnOSNCPPC/KiYPYdxDB0yGhQvjfOt3KrcuakZZlYloltWTi2hefZOLaJZVlYpoFlmU86h7IoFKNJRH84Jc8LOq0anVbtGVdpCiGEEEIIIYQQ4vlDwkkhbiCzBTVZXpDnOVmuw8UiL4jTnCRJmUYJcZJxse8MhkEZBs4CQYVS+nqf6juJARimgWWaWJaBaRgYpkFRKPJcz56cLcixy4DSNA0818H3HHzPxvMczDK4zIuC/mBKfxgS+A4Lcw1cVwrBhRBCCCGEEEKIFxr5bV6I60hRFCRpThSlTKKEOElJ0zKELJTelq3/p8NENduffWmU0stseEZfVd5eoSiKnDTb+znDANe28VwH17FI0oyioKquLIqCncGUOMkolMJzbeqBR7Ph0+3UmYYJZzcGmKbB0nwT33Oe0bEJIYQQQgghhBDi2pFwUoinoZQizXLSNN/zftbWXBRPH9SZpoltmTi2he3o9/rNBkPfhgFggIFxvkX6Ii3Os+OZTGMmYcI0TEjTjKJQFE9Wvqgob+c5nYrz92dWPKkMXTVZ/qdpmfiuRbMeEAQulmmQ5eU27yghSTOyrNCbussW8KJQJGlGvCu1NA2DLM/1W1bgujbdTp1G3SNNcyZhzPrmkCTNCDyH+U4dyzbZ2B6hCsXyYktCSiGEEEIIIYQQ4gVA2rrFdWEW2OV5QZYVZHlBlucUuQ7sVPWmL787/DMNA8sysCwLA72NOklz0iyrgkfHtnAcC8excct/W5aJVbYi7w4Rq83TcUoY6Tbp2YzGolAU5ZzGp3rhnW+afmYMqGYw5pcQmu4+F+XBg2FU58m2zKqlehYipmmOUkrfd9PEMPSBpllGXui28fPnWZ/bwHPotGo06j6uY6GUYhqlDEch42lMHKc64DTAMk1MwyDJ8ur8W6aB5zkYQBC4zHfqBL5bLuvJGI5DJtMYyzSp1zzG0wjbslhebOHYsjxHCCGEEEIIIYR4vpJwUrxgzALIMEqJYv2WpFkVQM5CMlVeVqEwMKpQUqEDSsqPlRevvgbKoA7K0M3AMnXA5tgWvudSCxwC38Ur5xtmWUEY6erF8TQmy/MqFJwFhZZlVrMeZzdimSaWoT9nmnq+Yl4o4iQlitKLBoumMTtOo2rHfrYhZqEUSVbg2iYK2Bwn1f1v+i6LLY9JkpMrcE0T16I6d66jF9iYBiRZQZLoENeyzs+LzAtFmukqyYt9h7Esg5rv0WkFtJoBjq3bufuDKTvDKVGcYUC1GXw8iUmzvMxODRxbV6LOzzWYa9erQDbNcvqDKcNxhGFAlhe0mwFL880nXbQjhBBCCCGEEEKIa0fCSfG8laa53s48mhJFGUVRVG3LOlhUVeXjLHCcVUlykcrE3eHllTCropwdR3mrmMb5ZTCzRS+zrdZZXpCVFZ+7j8s0wbFtvbwmy1EoshwGUUquDCZJhm+b7Gt7PLQ+5twwIcoKorTgrbd2SfKC37lvgzjTi26OLtT4/pct84EvnOULJwYkuQ5zf/7txwhck3/+8ROADiBvXarz46/bz3/+8jqfO9EnyRRZofgHbzvKcsvj//uHj9L0bZq+xa1LdX7wNQd4rBfRm6R0fIu2a9JtuDTr/vnqxiRjMAoJw0RXVpbnS58r3cZtGOit4IFLs+aBAVs9vS1coaj5LvWaS38YkmaFDpjLMNlxbFzHZnf+WBQFcZKR5TqInlWAzlrqfc8pt4VbElwKIYQQQgghhBDXiIST4nkjilI2eyNGk0hX3JWVj5Zt4jl6PqNCt0zrTdPn27V3m1VEmoZZtizrFmelVLklmirQnLVY6y80UKrYuzDmaeSFIs4KkrwgzRXzdYcoLTjTj0gK3SK9r1Pj9gNtPne8x5lexDhMmMYp33n7AoMw4yNf2yTNC5Jccftyne988QL//rNneGh9QpIXJFnBe77rZsI05/++5ySebeLZJi/b3+R771zij7+xxdog1h93TN566zyWafDV00N8x8KzDeYCh/0dn2Gk5zr6toljXXym5Wz25e4gNy/OV5qeGyVM4oxhnOPZBnesNvnUYzt89cyI7XHK5iTh7731CAs1j//whTPsb3sc6gYcng9YafkURaFb3HedX6sMbwulMM3z1a6zUBfUng3inmdjYuhW/qIoj9ugVnM5tNrds7m7KBS9wZhzmyNM02DfcgfDgDjOiOKUNMsBqAUu9ZpHPXAxTfPpH3whhBBCCCGEEEI8ZxJOimsmSVI2tkcMRhFZrgMix7Zo1DyCwCXPCybThDTLdaA1m9VYqGpOolnOfbRtC8+xsR09N3IaJYRhQpYXZdi2dyak/i+jqnBUSlcHOpbJ8e2Q7UnCKM4ZRRnf/ZJFTuxEfPRrG4RJQZjmvOZwm+96ySK/8iePcXInwrVMXNvg3e+4mfVhzAe/vI5jGTiWycv3N3nzLV3+6OtbbE9SXMvAtU3e/qJ5kkzxtbURrmXi2CaLdR0ibk0SigJc28C1THzHLAPVy2/3uMndZrM4XdfGMgwdoJYbsw1Dh795cWHb9mxBTpIV3L824Ww/4lQ/Yqnh8uN/7hAf+doGYap48b4WxxYDfJWTJHkZKO99XHYfo2nMWuQpq0mhXvMIPJvxNCbPiiqE9n2HQ/vnCZ6wFGerN2Z9c0AQuOxf7lRLcwqlCMvW/Mk0xjQNWs2AViPAtiSoFEIIIYQQQgghrhQJJ8VVUxSK4ShkY3tIGGeAwrEtWo2AVtMnjFLGk0hX1aEDqKIMm/T8RwOzXJZyfumLDqSKvKhahHebVfsVStGfZmyOE7anKa873OZUP+JD92+wPUnZmaa85dYu3//yZX77c2cZRhkNz6Ll23z3SxaZpjmPboUEjkngWHRrNu3AIctVNZfyRjK7u4Zh4Lk27YaP77kYhkGUJIzGEWGUVVWNoKsjbcfi4XNjvr4+4bGtkEe3JvyrH345O+OYzx/f5taFGistF8e2WezWyQvFcBzpx1tBXG77nh3D7LuXZRq0mwFhnFIUeilSoRSubXPk4DyB71bHkecFJ8/2iJMU33NYWWxfsNk7y3KG44jBKMQ0Db0pvObdcI+zEEIIIYQQQghxpV32cPLv/J2/w0c+8hFOnDjBAw88wB133HHRy0k4eWNIs5ztnTHb/QlZlmNgEAQuSwtNUDAch8RlUJlmev5iMWvppQzBDAODcrhg2faLglwpVDm/cCYvFOvDmLVhzPowYbnp8urDbX7t449X1XvdmsNff+0+kqzgse2Qbs1hvu5Qd2X24MXMzohuh9et18XTbAI3DKpqVsc2SZKUSdlSvptSCt+zWR+lfPi+dR5aG+NYJj941yov39dAGbDcbVKruewMpigFC906KIOt3ojRJN4TgAK4jo1p6uAyz3XFrec6HNnfxd8VUg5GIRtbQyzbxLEtVhbaOM6Fm72TNKPXnzCexsy1ansW8AghhBBCCCGEEOK5uezh5L333suxY8d4wxvewO///u9LOHkDStOc3mBCrz+p5vk16z5LC03yrKA3mBInKShIsqysjjz/9XvywXIl9cWepVFacLofcbofcWon4i++dIntScr7PnWK1bbHSsvjJSsNXrLaIEpzPNuU8PFpVBvMn4brWLSbPrZlMZ7GTKO0+nrDANsyyHJVLb+ZzZB8KoHv0O3UeOTcBLPIaXo27/rPD3CkG3DXoTZvfvEKx1bb9Pr6+TM/16DV8EmznM3tEb3+mHxXTjnblq5nWOoq28B3Obx/vtq2HicZp9d2aNY9xmGC79osL7SwLtLKXSjFzmDKzmBCuxEw321csVZ7IYQQQgghhBDiRnHF2rqPHDki4eQNJC8K+oMpm70RaVaAUniew1K3QZbrQDKKEwCeUOh2SZRSbI5THtuakivFnzs2x2997gwnehEH53wOdDy+7WiHhmdxvtbv+atQimmSM4wyRlHOMM6YxDlRWhBls/d6+3aSl63rSn/d7L1SZau0qVvenfK9Z+sZlTXXqtrQa65Fy7do+w7twMaz94ZvpsEFLfGXyjQNHNvUm7mLgjDOqu3jvmtjGEYVUru2he1YREmm51c+yY0GnsNCt84wyvizB9f5/PEdLMPgb999mK2o4PZD8xRpymgSsTDXoN0MAAijhDPrfaZhUoWss/bvWVipgHYzYP9yB9u2KJRi7VwfgEbdY3N7zPxcg04ruGiYrcqQstefPOXlhBBCCCGEEEII8fSueTh5zz330Gg0WF1dZXV19UocynWvKBRpluu3VC+PKQpVBlh6XqOuaNMLRWzLxLJNbMvCsa1n3aKqlGISJmxuj5iGMUUZltV8lyzLmcbpnvDJeJIKSNDLTgyDqtKuUIq1YUy75lB3bf73D32DQsGx+YA79jW4++au3r5tmmW132yxzVNX/xkGWJaJ61ikaVEtVrnc4qxge5KwPUl3ven/7ocZozh71mHg5eA7Jm3fZq7msNhwWWzM3uu3J4aXz4VpGNi2SbtVo1HzSJKM0STCti0aNZdJmDAYhtVjmOd7T4xjm7SaAUVR0B9G/McvnOVzj/d5+aEOf+GV+7lzpUEYxix0m7QaPoZhkCQZZ871GY7D6jlnmsae56NlGSzMNVheaGOaBv2hDhwPrM6xM5gymcasLrX3zKvcrSgUW70R42nMvl3LdYQQQgghhBBCCHHprnk4OfNLv/RLvPvd774Sh3JdyfKcyTRhGiZEcVqFj46jg0bHtrCs80tjDMMoW2pV1dqaZQVZnpPlBWmaM3sK2LaF79kEnkvgO9j2hfP39DEUbO+M6Q0mFHlRLa3ZHbYZBriuTZ4VFKq4oFrSskyadQ+lFKNxVH3tyZ2Ijz3c46G1MSbww69e5aX7mmyOExbqjt7QbYBlmliWSYEiy4pLahsGHZQ9cRP0k13ONA1Mw6iW7lzMOM5YG8SsDRPWhzHrIz3rsjdNn/5ggJpr0vJsmr5Nw7MIHKuqfPTL955llsdSHpehgzYDyJWes5nliqwoyApFmiuitGCa5kyTgmmSMSmrNAdhRpI//f2frzvsb3vsa/vs73jsb3ssNz2s5zhr0TQNbMukFri06j5xmjGZJtRrHp5ns9UbY6DD6fgJlZVG+bjblsn2KOKLp4Y8uhXyS3/5Ds6OEuIoYc6zWF5o0qj7gF5sc+LMNuNpjFKz82bsmVNpWyYH983RbtaYhglnz/U5sDqHaRqcPTfAc60qwLyYJM04e66P5zosL7ak1VsIIYQQQgghhHgGrnk4KZWTT21WnTgYToniDMsyadQ8aoGL7zmXbTFHluWEcco0TAijlDhJyfMCMLAtA8u2QCmiONVt209g22a5rMYiy/OLtuvWA5dOK2A4jhhNYtK84OHNKQ+cHfONcxN+7u1H2RglPLo15UXLdZabevuzbZvUAwfHccpjyJiGyQUh42zeoWWZGKaBZehKOcs2CcP0SSsknbJK0DAMXNfGtU2SrGAyTargVilFb5pyckfPtzxVzrnshxcueZmpuSbzNZf5usNCQy/d6dZc5gIdRjY9G9u6OkHWLC8rCkWUFQxCHVRuT1I2JwmbY/22NU6ZJPlFr8OxDA7P+RyZDzg6X+NoN2CuZj9tS7NhgMHTh8I6eDZwXYssy3FdG9MwmITJRZ9PuyshP/Fwj48+uMkty03efOs8rzrc5uBKB8/V1YxhlPD46W2SNKtCStDt7FkZ1jq2ybGDi9iOxckzPRbnG7QaAf3hlK3emNWlNvWa96TH3x9O2d4Zs39lTqoohRBCCCGEEEKIS3TNw0mZOXlx0yih158QxSn1wKPTCvA9XTlYKEWSZMRJRpbl1ZbrJwsFd1PlpuWiUHrbtVIYGFiWgetYOLaN69p4roVlmoRRSm8wJYySPddjGlCveSRZTpJkl1S1CDAIU3rTlFuWGrzvM6fZHCW8bH+TWxYCjnaDKjSq+Q6OY1dVn6CXl6Tp+TZs2zLLilGzrCIFwzDJi/yC1uDquE1wy/tYFArHtmi3AloNnyhOOXV2R4e0Sc7x7ZBHt6Y8th1ycidkmlwYyhroKsPllsdq02Wl5bHa9tjf8Wl4NmDoNvvL+DKzLKNqX3+yis5nfJ2mgUI/F4ZRyul+zNmB3np+ph9xuh8TXySUbvs2tyzVuG2pzm1LdRYbzlOGlY5tYdkG0UU2d1/qMp4nk2QFXzo15PMnB/zcO25jMIlp1T1uPjiPbZkopdjuT9jYGpKkebX1XSmF69rEiT4m37U5uK/L1s6YeuCxUM5NPXuuj2UarC61Mc2Lt70nqV6w02oGzHfqMotSCCGEEEIIIYR4Gpc9nPzbf/tv8+EPf5j19XUWFhZoNBo88sgjF1xOwskLzRZt7AyneK7NfKeOZZpMo4QwSgjjDMo2bte18Rwbx7GwLRPbtrBts5zdaOy5zjDSi0Mm0xiAwNdt265rYxlG2Rack6QZYaSrJ9M0Jy+KC0JHtwwMZwtOdts9U9I0dCVcXijyQvGJh3t85cyIUzsRd986z1+9a4VxmOI8YStyPXCrirkszwmjlCS98LZM00AV6oKlJ09FtyQbGCZV+3uW6dvYmqQ8sjnlsa0pj26HrA3iC4Iy04B9bY9DcwEHO365iMfHdy7ffMbLzXdtbNskSXOyLK/a53WLtD4fF3ucbcsEFHlebttGsTlJeXRjyvHtkMd7Iaf70QVzM+dqNrct1bl9uc5LVhtlQPvM1QMX2zbJsgLLNAjjDMvSwXyW5mAYTxvE/9m3tvnI1zZ5/dEO3/3SVe44Ok+zrrd7n17bIY5T4jSvwl6di58/H4Fv47oOvuuwstjCMAyG45CNrRH7VzpPOotSKcXG1og4zTiw0nnSIFMIIYQQQgghhBBXsHLy6Ug4eV5RKHr9Cf3hlGbDwzQtpmFMlhU4jkUtcKmVgeKlVGIppZhMY/rDkDjJqAUOjbpPPfAuaAOPy+Uk40lEUSh8z2ESxkynetuxaQKqnFt5kdt64pKRmd4k5Sunh6y0XF51tMt/+NwZbl2s8aKl2gXLVizLwHNs8nJ2ZZ4X1Tbqmdm8wcB3yIuCJMmxbRPHtqp5gnuus7yfrmtjlnMK59o1sqxgqzdifRDyzXMTvrkx5RvnJhedEbnYcDg2X+OmhYDD3YB9be+CMBXKdvKyCq9QijLjuuCYnqq9uSgU0zSn4dn0w5Tj2yFprsgKxf62x+FuwJdPDUmygsA18WyLWxdrZfUruLaewVmvuahCMZrEe27XtS1c18ZxbF11m+qN2ga6Dd4qKwuzvNBzRMtDdMpzHMXp3pmi6KU/J3YivrU54RvrEx7bDvdUchoGHO0G3LmvwZ37muxvexc8fz1XB+zj8ngvNhPUKGdtuq6NZRp0WjV6gylpmoEBaVrsudzuY9gYJXz8W9t8/sSAX3zHTczXHXzPo9MOMIDeYFqOMFB6hmlR4LkOaZahivI6LQPfdTh6cAHT1IH2qbUd6jWPxW7jSV+Tw3HI5vaIg/u6uM6zC2mFEEIIIYQQQojrnYST15BSiv5wymZvjGOb5LluL23WPRp1H+dJFtI8mSTN2N6ZMAljGjWPTqt2wew7XUmZMBhFTMMY17Fp1D2UgrWN/kXnSXquVYYyRdVmrcog7onWhzG//fmznB3E3Lna4K0vmufWpfqe662VVZuGYbA83yQvw9nRNNbVfU8IuBzHxncdsjwnilJs20QB6RMqKmdBqVsuB1IKDBPiOGMUpnxjY8I3zk345rkJ66O9beqWaXCk63PbcoOjXT1XsfkUVX+OrYPSSZhQ5LsqONFB5ZNV9U2SnFM7ETXH5FA34Lc/d4ZHtqZsT1Is0+A3vu9FPLI55Y++sYVnW7iOxbe/eInXHe3wmx9/lPWBntWZ5IqfefNhHlwb86//5yk826Rbd3jLLV3ecNMcD5wd0fAsVlsevnP+eeS5Fr6nt6nrqtYcVT40tq0X1RRFwXiakO16zDzXwrZt7PK+TaPkgiBSmSaPb4c8cGbE/WeGnNqJ9tz3uZrNKw60eNXBFkfmgz2LYyzToFZzGY9jAt/FcXSrfvwk8y9NAyzboigU9V3HXB0PukXcMnVVZJTm1D2L3//aJid6Id99xyL7O37Zzm6UowEyHUaaJqgCwzAxLZM8zzENk6JQ7Ftu0+3UAdjemTCaRBxYmcNxLv5ajZOMU2d77FvuUAsuXmkphBBCCCGEEELcyCScvEaG45Az631A0aj5zLVr1GsXVpY9HaUU42nMVm+MaRrMdxrUa+6e6ykKxXgaMRiFJElG4Lu0mj5FXrC+NWIa7g3qZtV09cBhGmUXbeG2TKPaEv31cxM+fXyH77h9ngNzAY9sx7z2WJfJNCTLzj+9LMvAsXXQ2e3UGU8iJtOk3OatL2cYeptzo+aztNDENA1Onukxmca6OhG1Z/O3UaZQqrx+VZRzNZVibRjztbUxXzs75pGt6QWVf4e6Prct1XnF4Q537G8STpML2pRNQwdXSTnr0gAs2yDPzgeSlmlUm82TJDs/E9M2eWRjwqGOz+O9kPd/9gyDMGNf2+Mtt3Z53ZEO39qYUPdtllseXrnsyDRgOImhnAEZBC5zrRqtZoBtmUzDhHNbA8bTmDzXbfPDKKM3Tam7Fqttj//0pTW+tTFlfRiz3PT4he84xtYkZRClHOkGBJ5NuxnguQ7jSUQYJeR5UR2761gszbco8oKN3qgKl2fbtvO8gLJ1fxZiGuhKVd9zaDV8TmyM+Oyj23z19JBvrI/3bAnv1hxecaDJXQdbHJ0P9jxfZy36nVaA69qEod5OPwtD9RZ6/bzWFbd6m/rsuC42h3M2n7Q/Sfizh3v88de3eNFynf/l9Qdw9a6nC6ouLb3jCcuyqoVCeaHwHIuF+SZzrRpxknF6fYfl+RbNhn/B7QJkec7JMz0WunrBjhBCCCGEEEIIIc6TcPIqUkoxGkecOdenKBSrS23m2rVntTRjdl2bvTG1wGGh29xTaTn7/M5wSpYXNGoejmORJDmD0YTwIgtJLD0oknbDJ4xSwjgtQ5nzq0psW29SVgruPzPitz9/loWGw923LvLO1x/Bt+DUWo+0DCUt02D/6hzjccRoHJIX5ysuZyGUUYZcjm0xP1en264ziRLOrO2QpDmeY6GUItkVkAEXVCcmWcE3NyY8tD7hgbMjtiZ7W7VXWi63Lzd40UqdFy03WOwETKdxta15xjSNKvS62LzL2WXaDR2eTaZluFeGpp95vM9nj/d5bDtkvu7w/777MJ5tsjVJOLZQZ77bYK5Vw3NtkjRnbaOPbVu0Gz6bvQlpllWP5WyBUZLlqEK3HjfqHq1GQOA7DIYh/dEUFIRxurfqFMiAnTDnyEKNzz6yze989Rxbk4TD3YC/eOcityzqpS2ea5Xbzg2iOEOhyhDQwHVsfV15US2NMQDPs2k2fLKsYBrGe6ocLcvUIV63SZpmnN0c8tC5CV8+NeSLJwZ7lussNBxed7jD6460WWjsrS40DIN20wcMkjQjjtM9AaLrWORFUY0FmGvXME2jXCZ1kaU75VM5THM+d2LAW25bYH2cEjgG83WHJMmxTJMsP98qPls+pKsqDQqlq38VsDTfolFzObPex/McluabF309F4Xi1NkerabPXLt+0eeUEEIIIYQQQghxI5Jw8ipQSjEYhZzbGpFlOatLLbqdxrO+vvE05tzmkHrNZaHbLJeXlFWUk5j+cEqcZniujSogjJOyoqy4YIu1a1t05+qMJzGNusdgFBJGKZZlYGBUFXK2ZTGOUz53vM+nj/f56TcfwTAMTMfmlTcvsTOYcm5zUFUe2pbJQrfOcBwTxQmmoZf2tJs+cZIxHOmW30LpEMx3dQt1muVkuV5I4jk2aZZV1/nEeYSGAXFe8MCZMV85PeL+s6MqwASwTYPblmrcsa/JnfsaLDc9lFKYZYVlUS7UmQVQerGQedFQa3Z73U6D+U6tauntjWMeODvmgbUxWV7w03cf5sunhmSF4pbFGi3fxnctDh9Y2LNAJS8Kzm0OiZOMfct6+/Opsz06rVrVNgz6GKM4JYwSxtOYMExIy1mRpmni2CbtZoBpGQxHURXcDkZhNfNSz7rU7fGBZzMMU75yYod9bZ+aa/HzH32Ymxdr3LHS4KUHmiy3vKp9vyhmlbQG9ZrP0nyTwShkuz+uglDH1kuZXNcmjJI9IeWsCnd5oYkCNrZGFAZ8Y2PK//zWNvefGRHtesxuWazx+qMdXnmgtWfRkOtY+J5DPfAIAltXC29P9gTds7Z+0zCYa9dpNX36gyk7g+kF81Jn28lNw+RPvrHFRx7Y4NuOzfFdL16g4VkYhlGNL5hdPi/DYVUUzAJ7x7ExDFhZbJFlukL5wGq3ek3uppSqZlXOdySgFEIIIYQQQgghQMLJK2oWSm72RpiGgWWZHFztYl0kuLgUcZKxvjHAsk1WFlrYtq4onIYJ2/0J0zDRC2WKApQOhVzHIssKojg934ZsmdR8XW252Rvp645Tslwv4ClyVVWOWabebv3xb2zzu/dtcMtynbfcOs+fu3WR5YUmm9sjeoNJ1WptGgZeOasxSTMsU4dn7VbAxtaI8TTGNE0MFJ7r0O3UmYQJo3FIWlZk2raxpx38iaZpzgNrE758csiDayOyXZV03ZrDKw+3uW2xxq2LNXzHLBedKCjDpt3XbJpGFXpebE6kaRjV+Y6TlJ1ByPogQilFt+7wcx/5Fgc7PnesNrljX4PFXZV/nVZwQVCllGJnOKW3M2FpoUmrETCexKxvDp5yA/RuhVKMxxG9wYTJNKYoW5INAzzP0fcTaDd9BsNwzyxG09TViJZpllvXCwZhxkPrY762NqbuWvzQq1b56pkR+7o1bt/XYjyJq4rJ2TmrB64+Z7kiyTKKQs+lrAcuYZwSRmnVJm0aUCh9u51mgGMb7IwibNMkAz7z8DafPTHgwbOj6rHxbIPXHGpz981dDsydb5de6jbAMIjiFNM0CHyH7Z1JVeHq2CatZsBgGJahuolpmiRJVj2nZ2ahbaGgP8346IMbfHNjwj9/54tJ04I005u8Z4H+LKDcfS7rNZ84TvXzSil83yZNCw6sztGsX9jmrZTi9PoOge+yMPfs/0AhhBBCCCGEEEJcLyScvEJGk4iNrRG1wGEapXSaAd1O/Vm3cG9s69mQq0ttPNdmNInZ6o2YlJuqDUNvPm42fDqtGoYBj5/erqoAbdvU8xMdm8Vug15/wjRKcG2LOM1RqigDFn2btmPzmcd2+OxjO/zkGw4yiHNqnsXBhSbdTo1z2yOGu6rzABp1l5rnsTOcYhgGK4stajWX02d3mEaJnglYFASei+85REmK51iEcXbB3MsLzmeU8dWzI750csi3NiZ7ZkMuN13uOtTiFfubHOj4GIZBs643nO+MoupOZXnxpItqdtPn0gEUrmMTxin9ccKnju/whRNDtiYJ73z5Mn/u2Jyu/Ny92MUy8Vybg6tzFwSN0zBhbXNAs+6x0G1iAJvbI8I45cDK3LMOraM4ZXtnzGgSYRi62rUoFEYZWNZrLkmSMQn3trk7tsl8p05e6MB09wKcP3hok08+2kcpxauPdPh73/NikiTX1bFldWK2a/inY1tlxavCMk26c3Um05g4TimUQVEUmGX7fl4o/HJLtw77dGi8MYj4wukRn3p0hzM7YXXdNy0E3H1zl1ccaOKUm8U7ZeCd50UVnk6juArJPdfCcx1cx6YoCtK8wLEtRqMp6ROqh2fjDPK8IEz08/x37jvH4bkarzrUrNJsBXiOpStXy5mXSpVjBpRehGSWC3WyLMO2bRo1j2bDp17z9rTqn17foRZIBaUQQgghhBBCCCHh5GUWJxlnz/XxXJtWM2B949Ir4i4mjBJOr/cJfAdV6CAmzfTiEtcxmWvVmOvUyzANhsMpJ872dAuqadCoecRpBuhZkuMwJoozmnWPMEr3VMTpVuwGv/vF0/zuV9Y40PG5++Y5Xnusi2tbNBs+/eGUMDofchlAt1PHde1qKc+BlTk81+bkWo9pmODYFmmW4TmOXqhiW1imwWgSkWZF1VY9Y5mQF3rD8n1nRnz+5JCvr4/3BJIHOh6vONDirkNNVhoes40lrqs3dU/DBMs0sSyDLL+wnR105ZvnOkRRWi27cRw9U7NQMAhTPn9ywKsPt8kzxUe+tsldh1rcvlzHeUKQ6Ni6Qm95oXXBHNE0y1nfGKCA1aV2FeSdXutRr3kszDWeVWj9RLO2/t5gUgWUk2l8fpO4AY2aSxile+Zsuo7F8kJLh5QD3Sqdpbq9/uROxMObU9522zyffqzPTpzz3a/Yj6dysiyn2fAIo4wkTVEF+L5DkqSUmSOmpe9X3XeZRkl1u46t5zqahoFpGjQbPlGcVgHpiX7MPY/2+eQ3NpgdatOzeONNc7z5li4tX2+1V0A98Oi09KKZ9c0Bg9H5LeG2ZRIELgdX55hMY3r9KUmakqb6MZ6NVA08F8M0yLKMLFN8bW3EB7+0RsOz+MFXrHCoe36RjQHUai5RnOmq0EJx5OACO8Mp/cEU0zRQ5ZWbpllVXM4WBjVrPq2Wz7nNIZ1WjU6r9pwfeyGEEEIIIYQQ4oVKwsnLpFCKzW1dybhvuUOcZGzvjDm0r1ttcr4USiniJGM8idjamZBlebWEplCKWuCy1G3SbPhVoKWU4tzmgHPbI1S5rGNpocnG9og8V7pCrQyrvHIuYJrtbnFVPL4Tcd/pET/wyn08tDYksE0OzQfYlkXg20ymT/waXalpGOhN1gp8z8Y0dcttnp9v550FUJalw0LQlzFQ7O60tSyTOMl5aH3MF04OuO/MaM+G58NzPq882OIVB1rs6/jnt2dbBgtzTeI0o9cfYxomGOypBNytHjh4rkNvMAV0SNlu+gxHMXmhOL415X98fYtvbUy5Y7XB9965yHLTu+h1ObZZLm2psbLUwjL3tnBv9saMxhGrSy1qgb6OaZhw9lyf1aU29drFr/eZUkoRRgk7w5DhSLfIW6aBaZrUax7tZsDOYMpwHKIKheOYoAySbPcSG4Na4GIZZlllWlQzQA1gbZjyiYe3+fyJAfN1h//tbcfo+DZZXjDXrhPFCdMwxXVMCqWqQLgoe+lrgYtjmwxG0RNmh+r5jpZlsDjfZDAMSdMc2zJJMfnMiQEf+uJpdqY6FLdNg9cdafO22+Y5OBewutxhGibESUaz4VMLXNbO9SlUsWfx02K3wepSmyTNWd8c0B/q6szZ89RxLDxHb5OP4hTDNPjsqTGPrY/4gZcvkWaFrrKcHTe6mnI26/LQ/i6tus/WzoT+cKrb5tMcx7E4uNrFMPRjP5pEhHGKKvRWedexaTY8fNfBdW0818axrcsSWAshhBBCCCGEEM93Ek5eBtMw4exGn/lOnU6rRq8/YTyNObivu6fl92JmMyMn05hJmFAohW2ZjCe64k0phe85LJfzCXdL0oxTZ3cYTXSlWKcVsG+5zdrGsGr3ti0TBSRJticQAl0x943tmP/y+VOMopy3v3iRt90yR1EUenmK7zKeRmRZUc3eM029Vdtz9XbkvCiY79RpNXzOrPcZT2Ns06xCL9syq5bWKEmZTPVczCeeg8e2Qz77+IAvnxoy2bVQZaXl8ZrDbV55oMnBbq2qhDTQrcKWZWGgZ2QahoFtm8RxdsECFMcx6TRrTKYJ0yi56O1/6eSQd75imVM7ESf7Ea89PEfNNcjK+61mC3QA27FQhf64Dmn146znfOpW4vE0ptOqsTDX0ItUlKLXnzAcRxxcnXtGofUTZVnONEqZhrGuQE1zFFDzXRbnGzRqfnXfwihluz8mTXO6nTq+Z1ePFeUsyN2LZSzL1AtmDIPAd0nTjCTNyXOFbZs0GwH3PLTO7ct1vnFuwr2P9HjDTXPcsdqg26mRJDlhnNBp1sjynNEkro7bMAwWuw081+bc1pA0LS54XsL5LdxKgW2atDs17js94v/51OM8ujWtLvfSfQ3efts8d900z6F9XSbThP5wWi2A8l2HME6rsQGGAYHv0G03qNccTp7dqSqBzXIld813KQpdnZznBatLHfzA5Yf+5af49lvmeMPRTrV46Pz9ovrDgG1besN6mmFb+rWQZwW+79BqBHRaAb7noBSMJxGn1np6NqZl4tiWbpmvtoXrbemee/7NcSS4FEIIIYQQQghx/ZBw8jlQSnFua0gUZxxY6WBZJhvbeiP3vuXORQMEpfT25dEkLgNEReC7BL5DnGT0BhOSJMO1bZYWmhedUzkchZw51ycpW7IXyoqwrZ0xG1sj8qLAtk2KXFdmObZFlubM6ghzBRtRwa0LNT7x8DZ1z+KVB9skcUqhCmxLhx9pluM5eiblbKaebZnUfJesyPHLhTZn1vtMQh10KXSotbLYYnG+CUB/GLK20a8W3swMwpTPPj7g08f7nBudDwzbgc1rD3e462CTQ3M+tm3NurbLDeS6gjSM0j2VfflF5km26h7NRkB/pNvRnzhz8gsnBvz+g5ukueJ1Rzu8/dYuNc/CNCC/SOHlbHanaZrsW27vCYyVUoRhwtnNAaZhUAs8siwnzXKKotBtwKaB7zm4joVdbrm2LBPLNDEto2xF1/89u89plhNGOmCL4hSlVPWcSLMc39OPQz1wnzK0yvKCnf6E/mhKPfBotwImk5jN3uiCqlgD3ZI9m6voOhZZnlczHQ3A82wG04RPP9rn3kd3iLOCv/n6/RxbqFVhnWkY1Gp6pMEsMAeqkNswIElyVBknP/G70aw6cff5f3Rzwv94cIv7z5xfoHO0G/Dddyzw5192gMWFFnlRMBiG5X3LmWvX2OqNz89UtU09aqGc1zocR/p8l8/hWfViXhSkaU6z4TNRFr/y0YfIspwff/0BFmv2+ePctVzHdSzm2jVqNY8oTOiVrd5hlOI6OpAulMJ3HVpNn8BzWN8csn+lQxRnjMYReVFQr3k06h6mYZCkOXGSkSQZSZpVN+o5+g8Fruvo9xJcCiGEEEIIIYR4gZFw8lmKk4zTazvMtWvMtfXMuLWNAaZpsLzQ2tNynaQZo0nMeBKT5wWB79Coe9Vim8FwSpaX24FNkyMH5i+YUTlbirO5PdKBEUqHkottplHC8ZNbeq6doYMf17arcGlWGRbminsf7fPHD25wx/4WP/vnbybLdMXdqAxnmnWfSRhX1X9JmuvqTwPmOw1ypYijFNe1GI3LmZEABlimyeEDXZp1HdiNJhFn1vtE8fkZlVmueGBtxKcf6/PgrjmSvmPylhev8KZb5+naerGK59hVBZltm6RpXi5U0VWSRXl/L/YMnrVbz7aXz0I1pRSPbE352tqY73vpMsf7upX7loWAeuCy2G1wcm2nagk3yiUuhmEwi3xs26quf0YHSBlFoei0awS+W828TLOCc1sDlhdatBoBeVGUoWWhK/zKt6SsUEzTjDQv9NxCyu3allnNN8zyAgy9hMa2LZ5NFDWr7DMMvXnbsnW17u55ojOB71SVt/XArY5bB98mK4tt0jTjk18/x3LDIUxzPvzAJm+6aY5bFs/P3zQNcBybNM2qx90o74dh6oU0s/syC0tn4eTux9kon2und0I+9q0enznerza2H+n6/IWXLPKG2xZp1H3c8vY2tkd6PEJekKbZniVSC3MN4iSvNtfPbsuyDBzbLitz9XPtyMEFfu9LZwiMnFcf7bK2OcKx984f1cG0qwP0ONVBd64wTIMwSvBcm31LHcIooT8Kqz8yZHlBPfBwHQvXtfWIhzgtA2iXVtOnUfOrqs1CKdIkI04y4lS/T9K8OlGzFnGvrLx0d1X4CiGEEEIIIYQQzxcSTj4Lg1HIVm/EgdWuruRTivXNYRVM5uXimuE4JElyPNemUddVUCjoj8Jq0/WsYswo20lXFlt7AoQszzmz3mc4CqsAp9OqcWB1jihKeezUpg4+gGbDo9OssT2YlO3iZbuqbdHwHX79Y49Rcy3+0stXWag72KbBaBpTFIp2w2capxjo2ZGjSayPQylazYBCKSbTBMcyMEyDKNbBllXO29u/PEd3Tm8ejuKUU2d7THZt4D7Tj/jU8T6fPzFgHJ9v277zYIfvecV+Xnu0zebWiDzPcR2HvMixTb3MJAwTTMvEtgzdCjvVbcIXDSXLNnYdSu69wKcf6/Mn39wmzgq+/bZ5/uLLVkApgsBlcb7JydO9quV7tnXZNI0qDPJdh/0rczjO+XZspRQ7gynb/Qnddg3fc8hyHT5mecE0TJiGCYHvUCilg+Vy1qCuSjx/jKap76NlWziWhWUbqALiJCUpg1nfc8rZnmYVChsYVZUlsxC1/Hj5oeo5Vn6q+nya5eXzNKPZCGjUXD3vtD+5YImQ79rnZ1Sq8pmrzoeHge/gew5r2xP+7FvbfPLRHXzb5IdfvcqtSw2U0vdbt99bJElWVU8WVRCrA0zd2pyX80z1qIPZOZtdrt2sUeQFp7bG/Mk3tvjEIzvVJu7DXZ/vvWOJN714BdvSz9fxNMaxTLKi2DOPdFYFum+pzfrWiDBK9xyTY+tqVt0qrjiwOsdcq8YffPEE7/3Ecf7KK5e5Y7V5QYAa+C43H16iUIrxJKLXn1QLimzLZHG+xUL5mpmGCRvbI8aTiPm5BjXfJS8KHTwmWfWcKgo9m7NR9+k0A2qBd0GL+ex5eb7aMq2Cy9nzzbGtKrx0HR1c2s9yW7wQQgghhBBCCPFcvKDDyVmL9Kw99kpXBc1CyCzP2b88V4UCaxt9slzhORbjqQ71GnWPViPAc3X132A4ZTAKyxlyFlGc4bk2c50aG1sjOq2AuXa9uq0wSjm9vkMUJbieTRxn1HyXQ/u7jCYRZ9f7VaXk0nyTpYUW6xsDBqOwmj+4MU75/Qc3ON2P+bV3vhjXdRiOQr2cxjSYRikohes6ZHlOp1XT25rzctNwGSIVSlHzHfJcz8c0DB3mxHFGt1Nn33KHolAMxiHnNofVBvAkK/jSqSH3PrrD8e2wum+dwOEvvGIf33vXQbq+yYmzOzqUtC3yQi/wqfkuo0mEYRo0az5xmjEeRxfMkgTdRttqBIRxAoo9oejx7ZBTOyHffus8n3psh1bgcMdqnaKYVeDpTcq7XwVm2d9r6LJJTMOg3dSP5e7bT9OM4TjCsS18z0YpqgCtKIMl0NV5+jmqKy4dx66q42bPW6X0MRSFDjSHk4hppDeON+s+Nd/Rl9NPxF3BoKoCwt0vZVVeYPYhdf6D5z9XXYe+3UnZNu5Ylp7dmaTEu+Z/PpXd1bO1wMV1bQbDkC+e6LPUcJlvONzzyA533zLHSrfJaBzuCmjPB4CGUQbf6AU1vucwDRPyPCfwXfK8IM3zKpA3TTi0f4HN3ohzOyEfe3ibP/36VrVI6XDX5/tetswbXrTMXLvOZm9E4DsEvsPpszs6sGPvchvTNMguskV+VpWc54p20+fIgQV+/4sn+dd/9ihH5wN+6K4Vmr6zZ3SAYRjcdmwJ39OV0HlRcHpth+E4rD7fadV00Fjz2OqNqurV2R8i2s2gmlmaZjnTMGUwnjKdJuS5HuFwPmx0qtmUrmtfdOatUoosK8rAMqve52WVsmkaskVcCCGEEEIIIcRV84IPJ9c2BrqqKC/2JAmmaVSh5ez9rA3Wsa2LVhs9lTwvOHm2R7sZ0O3UyYuC0TiqZky2m0FZeeZV23uH47Dc2qurGrNML0lpNfR1gOLE6R4ri61qa/N4EnFqfYc8L2g1fEbjGNM0OLDaYTSO2eqNKZTSgVkr4MDqHNMw4cTprSpkM4DfeWCTTz3a4ztfssT3vnyVLE6xLIP5uTqTacJwFGGY+pTNtWuMJ1EVRJkGulqyXHiTZfr82uXyl2mU4rk23bk6UZRWsx9nYdz6MOaTj+7wmcf7TBMdeFimwSsOtPj+1x7mjbcvE8UJJ073yHaFkq5rE/g2o7EOeDvlcU2mycUekvIxNasW6N2Vkl88OeBj3+rRm6R8+63z/C9vPkY9cNnsjbEsk+WFFoPhlDPnBtXXVHMSTd3GrUNJn1YjOB98G/q50OtPUAoW5uo6BDINTENXWmZ5zum1PvNz9UsKePK8YDSJGI71YpvAd2g1fOo177IH7rOKuuQJwdQsUJu9LqI4I/AcluabWJbBY6e2iOJsz3XNFsg4tlUtoDHK/wYdyoKuCtwcxfzXr6zz0PqE1x5p8913LnHL/jkGowhVFMRpxiwiNDDwXIsoyarg1vcc0lRvrF+abzEN9ZiE2TKdmm/T7TT0Hw8Mk9/90hk+8XCvCilfvFLn+1+2zC0rzWrxzMHVOTa2R/T6Y7K8KFu99f13HQul9OKhIHAZT+KLjhCoBQ5xrvjIV9d5+21dPY7AMnEdi6QceaDQ1chH9i/g+w6gX+cnzvQIfJssV+VroMA0TdI0Y6HbpN0MGIxCBuUfFObaNZp1f89zoigKhuOI/nBKlhXVwhw9JuB8peQTl+o8VYt3XujX03NZ2CSEEEIIIYQQQlyqF3Q4+VTOh2q5fp/p92m5oGT33Z4Flo5Tvi//PatqS9KMk2d7LHabZFnOcKy3Y1umSaEKDu+fr0KUyTRmZzAlyXJaDR/fc6rgoFtutZ4tmzlxZpv9yx0C32VnMGVtow/AYrfBYBQRJxlz7Zre5h0moBSmZZTBShfbNnn81HY11+74VsjXzk34vpevcHIn5MhikzROsG2LA6sdLNPi0ZMbuuU5V3o5h6Jq1a0FbjXPbxom1aZv17XIy3OX5XqRh+/b1AKXLMvZ2hkTJwX3nR1x7yM9vrlxfpvyQsPlTTfN8f2vO8xN++aI4pTHTm6SpDmuo7cau66N79qMJhGWZdFpBewMp8RPCMNmZnMgTcOgUOfnSQ6jjHPDmNtXm/z+Q1ustDz+/EtX6TQCNrZHVdt9FCU8fma7CiKDshVbPyd0nKQrHB2KYjbz0qqWA8Vxyupyu9qIvdtwHLGxPeTgyhye51z0+GdViuNJzDRKMA2DZllp67r2Rb/mUhVKkaX6OZ6keRVAZrN2bMPALavs3GqZio1lXtjSO5nGbPbGVXWuYcDjp7cvCClnFYW2ZVWvu1mwm+UFrmtTDzx6/Qlndqb80YOb3LJU4+X7mwxTxWrLJ07SqmrWLF8fRaH0nM3ycVKFntuI0s/J/csdhuOIrZ3zi25aDZc0U/p1Gud85L5z3Ptor1pu9OpDLb7v5SustD2KAvYttXEci9PrfX3usgzH1tXOeV5gmrr9fRYU2tU27byai+m5Fr6vxw+8/1OnGEQZP/yqVbp1p5ptOTs+yzRot2u06j6mYXB2Y4ABtJo+cZKxstgmjBLOnOvjOTZB4NJq+Hiu/j4ymkTUA49up16Fv7sf+/EkYjAMSdKces2l06rhOhbprFLyIi3ee2ZTerrNW2ZTCiGEEEIIIYS4Wq7bcPJSKaXKJRk60MnKUCfLctJyeUYUp+U8QL3ht1HzyrmSEYcPzJOmBTuDCdMooVHz6LQC4iRne2eM69gsdBv4u4KqJM04eabH/pUO42nMua0hlmWyutRmMonoD8NyU7DSrZYGuLZdbR2en2tw5tyOrn404Oww4b99ZZ2TOyF//vZFvvely6RZrkPMfV0Cz+Hc1oiNrWFVaea7NnG5GMR1bR28lSFWveaRF7o6M4ySslpQ0Wr47Fvu4DoW40nMqbUdNoYR9z66w6ce22EY6QDMMOCuQx2+7UiLN7xomYOrc2RZzmOntsqNxSZFQdnebOpZlo5F4DsMR1G1BOeJDPRinKIMV2dO7oT82bd6fOX0iO986Sp/5a4VHNum0wrY2hljGDqUTJKM46c2q7Ar8JwnzDHU28j3r3T2LCRSStEfhmxsD/E9B8vUS25mLx09Q9GslsYszDWrcNu2TJSCMEqYRnr+JOUSmmbdI/CffMP2bEbjrE08KxfRzCqF9b/LkGzXsewO2N0ydLLtZz/2IE7SskK4YGm+SaEUJ8/oqte97fB6bqZRhsZ5rrBMg8X5ZtmqragFHoNRSF4oTmyO+Sd/epxbl+v8r2+7lX1Nt1oqpdT5INKyTJLyuTp7fs1Cv0bd58BKh3ObQ3bKKmXQ8y+jOMVzHU5tT/gfD23xmeN9QAeEd988x/fcsUjTt/E8h3rgMQlj0qzAcyzCKKXdCugPptX4BM+xsR2TKMqqUHcw1O3pgWdTq3lsbI/5vQc2+NRjfd758iXe8qJFojjTVdCTqLxv+hjrNRfbMhlPE7JMz6ZNM70wy3MdxuOI+W6dJM2IIr3pvVH3cGyL0SQmy3I6bd0Sbj4hXJ79oaQ/ConjlFrgMVfORH3i5fRsyrSab5kk+ngXus1n9XwRQgghhBBCCCGeiRs+nHwivUgmYTAKGU10ULZ/uUOj7ut5d1nONNTt1Y6tAz3TNKqKrzzXc+FqvkO7pcOAC6owz/TwXJv+KMRzLPavdJhGCRtbY4qiqNopLcvAMgzitChbu+fo7Yzpj0KKQpEaJg3H4MP3ncM2Db79tnlqZYvx/pUO9cBjNI44cXa7CvM8z0bNNj6jl3ZMQ91GHXh2Gbqdr07My8q3owfmcRybKE55/PQWD54Z8vFv9fjK6WG1ebkT2HzHnSu8crXG/m6dwwfmsUyD46e2GU30bMaiKHAcG8c2mUxjHMcGA9Lk/AbnmWpTM2UgVT1IkBWKYZTRrTn8xj0nuevYPG+8aY62bzM/V2OnP0UBywst0jTj8dPbVcgUBC62eT7w0tdvsLTQotMK9oR4cZKxttHHdWyWF1pYF1kakiQZJ9d61HyHwPeI4oQw1iFPVm6gtiwDyzQxLfPSt2uX1aGzGaGWZWJbVvlez2iczRu8GpVuaZqzsa1nii50G4RRqjdcq7IVuHyAHNvENM1qE3xR6IU2+1Y6TCZxuX3aqSqC/+ChTT72zW3+2rcd4ofeeBMnzvYIwxTfs0nSHMsyieJUL19SClVQheyze10rlxpt9cZMwrg6FtMAyzZJ04JelPMfP3eah9YnANRdi++5Y5E33jTH8nyjWjyTpjmL3QZb/QmObeF5Njv96ewhwfcc4iSlEXgodHjaH+oZkrccXmRtc8jXTvd5dGvKW2+dJysKbNOkUXMJo1SH/7kiL3SwPNeuYVsmvf6EuXaNpGxfd22LKNaXT7P8/B9QyjEGZvmcKgqF69h0O7rt+4nt2EopJmFCfzAlTjIadY9Oq3ZB5aUQQgghhBBCCHEtSDjJ+UCyP5wSxin1wMOyTMaTiCMH5quqJKUUO8MpZ9f71AKX+bkGrYZuXd3qjZlMI9qtGvXArVrIk10VmUWhquDEsS3m2rVy2/NEz50rQ8zZhmrXsxlPYrrtOkVR0B+GZHnB+iTl97+2xfGNMf/nd9+st1p7NhgG3U4d17F0uFrOMKSsNPM8m6QMU5XSFWSz8My2dejVbgaMxhFFuXxj/3KHuXadLC947NQmH39ogz/7Vo8TO1F1/m5fqfMDrznMoZaNieLQ/i71wOP02g7b/QmWaaDKWYKGoW/TNAwwFIZhVturd1fEPfFZaZpQFBAmOZ98bIdPPLzD7asN3vPOlzINU0bjiG6nzmgSoQrF8mKLOE45ebZXzaL0XYt63Wcy0RvKjXL5SbPus7zY2tPanBcFG1tDojhjdal90YqzNMvpD6ds9cZVC7fedu5QC1zqgbdns/f1IstyNntjpmHCXLvGcBwxmUbVNvlZEO57eiFLFGeocjmP51rsX55jPNUt7Y5tkaYZ4zAjSlIGUcbvPrDFD77mAAdbbrX8x3UsHMdmOArJc72sJi/Ot/TPWJZRzadM0guX+TRqHg+ujfgPnznFmYHe+r6v7fEDL1/mZYfaLM+39JiCWAewefm667Zr+vVXtsfXa7rScjbTttuusb45JC8UjbqLbVq6UtK1+dn/8iDf9eJF3nhTB8s0qtdpXr72srxgMo3Lln6Fbdl02gE7/SlmWXnarO8dITBbnDQYhYynMXmuqkpbpwysTdPU1bOzBUyOnkcZRknV+t1seGXrtwSVQgghhBBCCCGujSsSTj788MP89b/+19na2qLT6fBbv/VbvPjFL95zmWsdTl4skOy0gmpG5HAUcXB/twxXUrb7E8IoIU1z9q/M0Wr4RLGuHMuygoW5Bo36xReY5EXB2fU+2/0JtcDl4KoOZ9Y3B+VcPR3azTby5oVCFQqFrp6azYQEuPf4kA9/dY233zbPt9/SpV3XAZhh6CqqNMsIfJdJGf5UW4gNo2rPNo1ZWKgX3+R5wUK3yWA41S2kcUYt8Di8v4tpGjz42Ca/96XT3Ptor2rdtk2D1x/t8IOvP0zHNZhMExp1F9exmUz11mfQQaN+b5QVdAbNhk9RqCpUmW3Mnh3rbmYZVBZKf/7/+O+PcHDO56++/jAvPdhhe2dCq6kfi6JQLJUtxGfO7VQh2SwIHk3iaiOxZRm4js2+5c6eCrJZAN3bmbDQbRD4LkmqqyBnba96s7YiyxWgWF1sUat52Nb1F0Q+lbwM5cfTiGbdp19uitdLdVS1YMl1TUzDLM+d/trAd1hdbBPGKYNxiImBaUJ/FHHvIzv8wde3OLbY4AdfucIdR+bZLhdBddoBaaKXL80W8My2W88qbGdb1otyJMJsI/mMbZksL7T5T59+lI88sMk41sf5sv1NfuDlKxxbblJveKyfG+B5NvtX5zh5podlGZiYZLkOPlsNvxqFMBsJYNu6TdsyDVxHL/UZ5Qa//seP0A5sfvTV+5ivuygUjm3RbgZMwoRup850GtMfhro603eYa9UYTiKiKOWWo0s49pMHiHrMRMxgVG7xVoqa79DtNDDLiu3ZDNLZa8AwDAzQM3iBVsMv/7ghQaUQQgghhBBCiKvnioSTb3nLW/hrf+2v8WM/9mP8t//23/i1X/s1PvOZz+y5zOUKJ4tyw+2lOB9IhoRxsieQnIWK2/0Jk2nMvqU2/VHIYBjiuhbznQa9Mlx0Hava+rxYBlgXk+UFaxt9BsMQBexfbpMXSm/cLoqqRbhR85nv1lk7N8C0DEajCM9z9PZrpdiapHzikR3+X99+jG+e6BE4JjXPwrEs0rwMRmwL17YolCIMkwtCvhnHtvQ8ynIZTuA7KKUIo/T85uNAz8L7+pkBf/TQJl88OSQrqw/bgc2bb57jO+9coRU4jCcxnmuxNN8iy3PWNwYUZYVclhW6DVdBzXdYWmgymugAZlb99mTPvtkG6BO9kD/91jaBa/Gjr96P7bnsX2iysT3Ec/XCmiwvWOw2mYRxFRaDrgxdmm8xnkakWa63IRu6vb7bruG6dlnpp68jilOmYYJVbluuKs/KBTKzTcdKwam1HvXAY6HbuOGXh+RFwfbOmMEoJPBcRpOIolBY1vnN37o610BhVI+PaeixAktl6/1sA7plmfSGIfc8ssPLDrZYbXmYQcBy02FzewwGLHab9AdTsnKrfRQnDMe6EtJ39QIY0zKwTZNoVyi628GVNo+c6fOR+8/xZw/3KJQO3b/j9gXe8eIF9i+36A904HroQJfxOKLXn+K6NnPtgLWNIZZpEPh6duksgDVQelO3YWCiyBUsL7X5tx9/hJfta3Bwzse1TQxDVzi6rsU01AHr8kKD4ThiMIqwbZNa4OE5FjvDkFuPLl1ScKiUIopTtnoThmPdbt5uBSwvNPcEnEVRVIF7FGeMpxFxnKIUdFoBB1a7z+VpIYQQQgghhBBCXJLLHk5ubGxw6623srW1hW3bKKVYXV3ls5/9LEeOHKkuNwsn77nnHhqNBqurq6yurj6j2yqU4vFTW/iew+J8E8e+eOVaGCXsDKZMo4R64NJu1Qh2BZIzvf6YnUGIbZvkhWKuFdAul030h1O2d8aADiMWu80nbdnNspyzGwOG4xDf1eGfZZl6iUlREHgO42lMLfA4sNIhy3JOr+1QKEWSZhiGiWkYDKOU//7gFp9+bIe33b7EW25q4TsWvmeTpjmNusfyQovAd1FK8fjprSqgmQk8vXnYNM2ySqrAcSxaTZ9O02dja0wYJxSFwvdcluab/Ml9p/nwV9f2bN0+Oh/w1tvmedtLVmg2XNY3RxSFotMKAKrFIbPtyjNuuZQljtNqu/FTMU1dYZkXin/1yZOc3Im4++Y53nLbAotNv9q0Pgs2HceqtrLvfiY7jqlnU86qxDAwTPBch0bNrdrYLdMEpdgZhhiGwb7l9lMGQNMo4ex6n9WlNvWa97T350aSF7qScjQOMS2TKEr1Jm/DICtnsdqW3kw+HMdVu73rmDi2zeJ8E6UUG9sj0iwv563mPLI55b2fPMlrb5rnf33brfjoDfGuYzPXCtjcmWCaBqtLbU6v7ZCmuhLQ9+xqI/v57d+KXYXI1Xb6k72QDz+4xX2nBgAsNV3+6itXuPNAi3rgMRyHtJsB3U6NE2d6gMHNhxZ49OQmWa4IfKeaqWqaJqZpVHMoZyMJ5ufqZGnO7375DI9thfz11+2n4dnlTNcFxpOIsxsDlNJVlUmqq0NRBjXfIc0LDq7O0ahfuCX+qURxyvrmkHG5kKfTqlXbvp+s0jtNM3zv4n90EUIIIYQQQgghLqfLHk5+6Utf4kd/9Ed56KGHqo+95jWv4Z/9s3/Gm970pupjs3By5pd+6Zd497vf/axuczzRFXOObbE438RzbZI0Y2cwZTzRVYjddu1JNyMnacbZcwPGk4iFuQbdufOtjUVRsLE1YrM3YnmhxXy3sWc24ROvZ31jwGga4zk2rYbP1o5enGPbFqaJrlAsFIf2z9OoefT6EzZ7o6oN2rEt4qxgoVPjj792jhM7EW+9pUPb08dj2yaNmseB1TksU1dqndsasDMIq+OwLT1Tct9ShzMbfVzXxjQgTvS279XFNnGScWqtp9u8TYNazeVPHljnf3xto5rFZxpw18EWb7l1nluW6tRrLnHZUqvDzYCN3ogwTPeEkoYBq4ttLNtiqzeq2m6fTOA7qEIxjVO+cHIIwPe88gD3PLTOi1dbHD0wx2SaMA1jrP9/e/8dZVle3vf+7+/OJ8fKXZ0mD8wwZIEYogEhFCwh+TpIMpLDdZD8s/Vz4DoskNf1suwrWzKWbEs/Wdm6lm1FhDBRDCCiYAgDk6dTdeU6Oez4/f7+2KdOd88MaGbonqbp57UWDNN1+py9d9U5rHr28zwfx0ZrQ60cMBiHTMOELM3mha56tUCp4M/2eOrZNbMp+C4ri7VLwkKy2fd2GsYsL9QoFr56McYYQ6c3ZjAKWV9pPCF0RFyQZZq9WZEyT1bPd4zaTp50nWmN59qsLNTY3O3Ni9aHqeKtRgnXsdnc6c8S5Q2jMON9D+7zkUd7/Me/+iJuW62yud3L90HWixjyAnmrUUJrk6e0o2aBNYpqySeM0vkKB230vFsR8p9ZrQ2f3xzxPz63TXeSf+0lx2q85XlLLNUD4jjD9x2W2hX2O2PG04iT6232OiMGoxDbUgSBh9GaUilfNRDFCXGczYvpjm2hUfzaJ8/xxc0RP/wta9x5pIrr2Jw8uoBtKfrDKXsHQ2zbYhomKJivdigEDrVKiaV25Wl37BpjGI7CC8VfS1Es+tTKBUpFfzaOL4QQQgghhBBCPLuuSHHyh37oh/jyl788/7MXv/jF/Lt/9++etDj59XROGmMYjELKJR/bshiOQ7Z2+vO9i+1mmUopeNJf4g//bqc3Jss0xhhOHluYFx7zkJsho0lEmmqOH2k9IRTlUF6UHDCaRDiOReC7xEmKY+XdkihwbZvBaMpCq8JSOx9j39rt0+2NSTKdFy2U4oMPdfjDL2zzju+8hVbBnod6+F4eCLKyUCfTmsFoymQSE8Z5sRPyMebDjsBC4NDpTef7FLXWnDy6gO85bO/18xFaYBylfOThLh966IDuNM1fy1G84mSDP3dri9V6kdWlOmmmOb/dpRh4LC5U2d7rMxpf2qVpWVAMfFCgM52P086O7cl+yAqBh9YZYZTygYc6fPDBAxarAd/x3AWeu1JmsVUFDN3+BMexybKMSilgOInI0rwLNc00Wuf79Q7TmrU2pFmG6zrYlmJ1qX7J6P1hobHbn7DQqlAtP/nPyKFMa85vHyZ2P/2i0PUqzfJQoeE4nO3/nO0AdW2m03yNQLHgsbJYZWOrO99RaVtgWfme0ErJ5/xOb76vsj9NqBYcxsrjkb0J3/eiNbZ2ekRJyspClf3OmEwb1pZqbGx38z2njkWcaGxLsbRQZWdvgNaGVqPIXmc8P15L5WngUZLx3oe7vOe+XYyBgmvx5+9c5O6TDSxLUS56+L6La1ts7w9ZaJaxbYvd/eEskMamWPBwnXykXAGjyYUE8cB3iOKUL54f8pFHuvz91xwHpXAci5NHF/KVBlqzvTdgOo1RSrHQLrOx2Z1/HriuzYkjLYqFZ9a9G8cpe50hk2mM6+YrFGzbolIuUC0HX7ULXQghhBBCCCGEuNyuyFj3TTfdxMHBwVMa6/56dk4aY9jvDOn2p/nIqGPRrOUdfvvdMVprFloVShf9Ah/PdtuNJhHVUoAfuBx0Rhw/0s7HP5OM3c6QKEpoN8oMxyGlYp5o+3hxkrKzN2A8iebFBce2aDXKxHHK1l6fStFnNI1xbJsbjrZxHBtjDI+e2WU0yQNryiWfr2yP+Nk/Ps0N7QLffeciq1V/HhLjew6FgofWeSHOsqxZV1Y671gsBi6ZNvieTRilJGlGueATJSmVcsByu0pvMGV7f0CWaXrThA891OGjj3aZJnnnWjVweO1NTe6+scFCNaBU8mnWSpzZOCDJNMXAIYyzPAH8IpZinlweJxnbe/0njHBfHHYT+PmuyL1BxDjRrDcCfudLe7z4aJWjNZ9mvUSx4LPXGebhPUbj+y7hrAPTzMbf0ywvBK2vNDjojUnTPPDDtvMAlsV2hVqlcEkxcTgK2TkYUK8UaDX+7H2Rh2PcSwvVJyQmi6cmzTJ29wf0h2E+kg8wC2OJZ+PW9UqBdqvMqXP7ZJnBtS2CwGUSJniOje87FxU5YbMf8Xv37bE9iPhbr7uJb72xycZmF8exqFWK7B0MZinzGYNhiO/lSdWDUTgfwR5NInzXJkqyeYH/cAQbYHec8Muf2ODUQd6VfLxZ4AdfvMJaPcC2FY5lU6sG7HXyEfPFZpnzu30c2yJJMhr1Emma5f+eZgwvKuafONLi/E5/Nrpt+IWPb/D6W5o890iNE+sL85sKk2nMuc0OKLjx2CIb211G43CeVO46NvVqgUo5oFz0n/L+3UOZ1nR7Y3qDKcWih+fYjKcxxYLHQrPydX3fhRBCCCGEEEKIp+KKBOK8+tWv5q1vfes8EOenfuqn+OQnP3nJYy5HcfJw52SlHFAtBXny73BKmmpKRZ9CwWU4DImTlGLBm4edNOslykWfOMk4t9XhxJF23uV1MCBN84JmuegzHIX0hhPWHxcMkSQZ2/t9xpNoFvxhUSx4LLaqeK7N5m6fTndEELgkqaZdL7HQyjvuRpOQR8/sYQx4nstHH+3whuetMhiGnNoZcONCCWVBkmgUYNmKUsHH913iOEVrQxwnRElGMXCZhglB4OK5DlmWMZrEuI6F5zpobfD9PPQlSlLiOGN7EPG+Bw741Jn+fBR6ueLx+ltbvORYjWrJxxiD7zqMpvFsJDcfjc73PXJhRNWxuPn4Ep7n0B9OObfZmY9SHzosSiryPZDGKM52Jrz3/gPu3RjwF198hDffucRwFFIqeLSaZXYPhnk3qzZ5MZc8YTzLNEmWEcd5IvT6apPxOGIyjUjSPGDn8PvbflzhcRombO/18T2HpXZ1Hkb01eSF7xGjSSRj3JdJkmZs7vQYjSPyVZ+HPxn5nlZQtBoligVvttcRauWAYtGjN5jiuw6TMJ53DwJ8ZXvEBx/u8e9+4IUUPZtOb8ReZ0Sl6BGnmiTJaDVL7O4PsW3FykKdvdmqgVLBYxLGNKpF+sPp/P1gz/aeGvJR74+d6vL7X9pjHOWj0N9+e5tvu62NY+cJ3UqpefhTvRowHEWUij6DUUix4GEpRbnkMxhOmVy04uDEkSYHvTH9Ychnzg74H/du8y3Ha3zP85ZYXajRbpZxZzczzm52GI1DTh5dYGO7iz0La+r0xoCiUvbB5AncpaJPtRx81Z2ST8YYw3AcctAd49gWC63KV+0UF0IIIYQQQgghLqcrUpx88MEHeetb38rBwQHVapVf/dVf5TnPec4lj7ksxUmteeTMHpZSKEvNO7KY7bmLk2welGIpUJYi8N35PsnROKRQ8IiidPZLvYfnOvnuNQP73RFLC1Ucy0JZCp1puv0J0zghSzWWpeaFMMexmUxjzm93ieI03zGpFEdWGnlhNIw5d77DNEow2vCF7TG/98UdagWXv/j8JY7UAyoln94wnJ9fq1FCKUUUJZRLAVmWpyKjmBVPI4LApRC49PrT+S4/33MZTUICzwUFUZxw9iDkfz+wz2fPDuYdjDe2C7z+1jZ3rJaxZkWMPCBEoTU4rs3aUo3OrIByyLYVNxxdxHNt9rsj9g5GZDovpqrHBeIcFgwxeZecsiz+xR8+zKtubvGdd62SRTGeZ7O8UKPbGzMJ43mISeC7GPLCVZrm499KwepiDW2gP8jTmg9HactFn6WFGs5Fhcc4SdneG+QdvAs1PO/PTjtO04xzW13KRUnjvhIO952GYYI7C5/KU7oVUZRi2RZLrQpxnLLfy8eul9sVlGUxGoc0akUOemPGk/iS5/2DrxzQmaT82OtvgjhmGsVUij7DcUSx4BFGyTzoql4tcmrjAK3zVO1SwcPAfFXBYZCP51hM44zeNOF/fn6Xz57NA3OO1H1+6CWrHG0UCHwXx1FkWZ6S7dgWaapxHGteNC8GHpVywHAUMgnz4zYGlhcqDMcx40lEd5Lw3z67xZ0rFf7cbe28e1IpygWfaiVgMArZ6wxpVIskaUYhyM/Jtiw6/TGWUiw0KwSBw3AcEUUpnmvnXZWl4JL3xdcSRglJklEpS6ewEEIIIYQQQogr74oUJ5+Ky1WcPOiNSZJ8nPdwd2SaabJM49h5KnWebq0ZT6N5II0xBte1CXyXZr0071DSOu/I3DsYUCx4eJ5DmmQMxiFRlHcuKgXBbDQU8gCQKE7JMkOm86KlPSuuzb82e01j4Fw/4jc+s8l3zXYruo59ScehUsxDdAqBOw/7MMbMOySzzOD7LkmSkD1JCHY+3al4ZHfMe+7f50ubo/nX7lwt8223tTnZzkfVA9/BsiwWWxV2D4akacbyQo0oTtjZH150XIrlhSqWpegPpkRxMj9uS6l559nhv9t2/mdfPD/kvffvc7xd5Ee+9SjFgs9Bb4wiLzSOpzG9wQSt8yJjrVogTvPxca01k2lesGw3ShQCL98TagxJks2KsQ4ri/X5KCzkBcad/QFxkrG0UKUYPLXk4eE4ZGdvwOpS/WsG5Iiv33gScW6rS5plOJaVJ1Oj8FyLaZhiOxarSzV29gaEUb7C4Ph6m8k0ZjyJqZT8vNt5NuodpZr3P3DABx864A23L/A9dy2TJFnegWxZGKPxXIdplOC7DkfXWuzs9xmOwnxdgm1RKfv0ZuFStpX//FYrAaNRRKY1f3p2wG/du80oyrAVvPG2Nm+6vY3nWLhO/nmSJBmZ1vPU7STNSGY3M2xb4ToOk+mFwmqlHJBlGZNpgjH5cTy6O+bRTshff81NuI5FfxQShvmezjTNyLKMteW8o3dnb0CzXmKvM8To/PNvsV1hoVkhTjKG43A2Cm7yImnJp1j05zckhBBCCCGEEEKIq+maLk5eLI7TvJtqmu+SLJcDtDYkSUo8K17Gcb6L8bADD/KihetYFAs+pYJHqegTxQmjccRiu8rO/oDROCRN88CIteU61XLhwnmMQrb38m4q27KIk5R2s0zBd9neGxAleVHl3rN93nXfHm98ziIvPZYX/pRS+J4zK2bMwkIcm4VmmVLRQ2vY2uvn3VG2Rb1SoNvPi3i1anBJQrfrWBQDj0mYYFmK+84P+MP7dnlwdwLkw7MvXK/ybbe3OVLPO6J838FznFkKd8p4ElEoePiOw24nL0oejnAXfDffszdLyx5PY/SsEHu4B/Dw8Y5toY0hjDX/9oOnSDLDd965xJvuXGUwmqK1ZrFVmac6a2MIfIeFRoXRNJoVlAzDcYw2hmopoNkosd8ZYYwhjBNcx8Z18o7LUvHCTtEs0+we5Anci+0q5eJTCwwxxrC9NyBJM9aW6181kV1cft3BhM3tLszytbNZEV5rTZJoAt+h3SyzsdVFmzwc6viRFp1eXiBXQH8UYlkKow27o5j7d6e89dU3sNWdYqUJYTQLjjqsx5m8k7pZK+K6Dp3emDjJQ3fmKyCsPPVeG4NjK7TJi+6TNONXPrHB587l75HVms9ffckqx5sFDFAt512Kw0mEIu8cLgYeg9E0v2ni2Hiuw2hyYQelZSl812Ya5aFUnUnCL358A5Tibd9xG3eeaAN5F/TmTp/xNA/qqlYCllpVtvcH1MoF+sNp3oE9mBAnGYutynylhDGGSRgzHOWrEJRSFAsexcDFtm20MegsD5pyXecpv3eEEEIIIYQQQoivxzVdnDTG0B9O6fYnWJaiVc+Leo8fwzXG0BtM5t16paLPYqtKkqSznW9TbNvKAzqS9IlhLrMx6kLg4dhW/lgF3X5eAHAdi0opYGd/yGK7wniW8O24NpudMf+/PznH/ijhu+7MC5OubVEIXNJZV2XeMWjRbJRYWahjjGFnf8DuwZCC75KkGYHvMBhdmo59qDjbbZkkKQ8dhPze57d5bBbiYSn4luN1vv05C7RL+Q45BdSqRdIso+i7DMYR2mi82Wj6YQNkfhkVlVJAs16cJfyOSLMsH9++6DIdFiWnccbHHutS9BzefNcqnz/T5QUnWgzHIUmS0WyUUMDeQZ5sXKsUWGxW6MyupeNY8y7KYuCyslhjrzPCGJiEEbZl4Tg2y7OAmsPvtdaa/c6IwThksVmh8mckcF8sjBLOb/do1ks0ak8MPhJX3uHP/N7BcJbMno/rV8tBnnStDeWSj+c57B3kXcD1aoGVxbyzMs00g1mBEvJdkY6t+DcfOI3rWPzo62+iovQsTCnDtvKQGoPB9xw8z2E8yXesXkyRFzH1LJzKkBcb15Zq/O/Pn+eXP36OYZRhKXjzcxd4021tLKVwXZvldoWd/SGZNji2RaNWYDCKiOMEyFdC7B7kBc7DLk3HVvNOUNtWvOfLe3zooQ6/+CMvYm2hioG8AHswZDiaoI0iSVMcO+/8zovqZnbTxWY4idBa47o2vnvpDsrDTvFMZ/PduQXfpTi7SVN4it3GQgghhBBCCCHE1+OaL04edMfUawUc+4mBJVobOv0xvf6EWrWA5zj0hxPWV5tP+CW9P5yy3xkRRsksgCXvnKuUAywFUZyPGB+GZMRJ3uEU+C5Ga6ZRijXbe2nI04SzTLNY8fjEqT7fekMdR6l5wU9fdNnzsBg7L5hkGWl68Yh33k12WDC0ZoUSgFLBw3Fs4iTls2f7/OF9ezy2l+/ocyzFt56s86bb2yxUApI0Lyh6bp5a7No2kzAiy8y8QDOZJrPXzLslG7UC6ystRuOQzd0eUZwB+Wj6heMDx7YJk4T33X/AHz/c5cRCie+8Y5EXnWgxmua772qVAFB5gVjBQrNCo1ZgvzOeJ633+pM8cdy1WVmq0xtMyDLDNIxhNuq+1K5eksB9ONrfH0xpNcrUq4WnXJQ0xrDXGTGeRBxZbuC6EnpztWmtObvZYTAK8WYj0ZZlUS56DMYhCkWjVmQ0yVc0AKyvNigGHps7PaZRQppqXMcm05o40Xzq/Ijf+ewmb75jie99wcpsDUSGsiBNMpgVE4+vtej2J0ym8SVdjYq8yzicdTUeCnyHSaL5lY+f49Nn8u7pY82AH37pGsvVvOvQcazZuon8veJ5zmwse5YO/rgdrXChUHkoTDSBa/HhRzq88FiD9VYRy7KYhjFxnNKoFRmOIzw3L+qGcTpfOXFkpQEGNnd7JGnGQiPvpDws4l4smY2AD8ehpHULIYQQQgghhHjWXNPFya8myzT73RHDcUizlnfDxUnGxlaXE+strMeN7Gqt2dkfsN8dzTqk8nHHo2vNeXjO4fNubHcZTyOKgUe1FLDXGTGdhWAYDHvDhN/+/DYP7Iz5Sy9c5iXHarO/nRckD2sCehYAYilFoeBTLLgMBlOiOGWhVSGMEoqBR6c3IozzzixD3p2YpBrXsWg1ynz6dJf/9omznJl1SvqOxStvbPD6W1os1QOiKMtTkRVUSsFs/6WeJftCtVKg0xvPiyeKfJ/myaMLJEnG+Z0e02lMNtu1efjTosgLL/ujiHGYccNShd/+4h4vPlrhtrUaSZwyCROKgYsmDx+ylGJ5sUa1HLB3MCJJM1zHpjsYk2X5fr7VpSqDUV7YDaOYTIM7Sw9u1kuXdkp2xwyGU1qNEvVq8WkF18RJysZWl2q5MA8eEt84wjjlzMZ+PuKvFGmmKRZctNbEcYZt29RrBfY7o1nXn+Km40skScbZzU5e8J6tF8AYphn4pSIrZYePPrDLrUtFAs9lMo2xbCtfUaBgebGGY9nsdoaEYZx3Ks6mwRv1Ir3BFMe28uKmgnq1yPpKg/d/aYt/84f3M4kzXFvxluct8aobGyilsG0LZ7Z/1WjDymKN3nCKbSkm05gk1fieTRRnVEoew3E8//fDGwpxnPLeBw54z1f2eMsLVvi25yxS8PPjz7Th5hOLdHpjBqOQdrPC9m4f33cYjkJ836FaLuA6NrsHA7LM0GyUWGxVZH2BEEIIIYQQQoir7puqOJmmGXudEZNpTKtRmnfYaa157Nw+R1cvLTZqY9jdG3DQG2HNxjzr1SIrizWiKGG3M8JzbRZnxcLz2z0sS7G2VGc8jdk7GOK6NkmSUS4F7PUm/NM/eJBX3NDgL7xojTRJUZbCc+z5zjcDhGHC6nKdyTSmUsq7Gvc7IwoFl6V2la3dPrVKgc2d3rwwUghcwjjF6LywcKqX8PMffJhHZ52SvmPx2pubvO7mJov1AKVsxpMIz7FJs2xWgMnHS23HxndtBrMgEKXyDtAoTjm60qRU8tna7TMcTedpwxf/lNiWYrMf8oEHDvjM2QE/8PJjvP7WFszGRMdhNB+TPywurSzVKRe9C0VJ16bbH6OzfJx0danOaBKRphlRnJKmGY5j06qXaDcvdHplWnMwG99u1Z9epyTk3ZLd/oRuf8KR5Tq+716GnzxxpfSHU85tdcAwf//UKwWG4xBjwHNtHMdiOI4wBkpFjxNHWmzvDzno5usA5ong2hBUivzz3/kKi1Wf/+P5SzSCC+/NTBtsS1Eqeiy1a5zf6ZEmGanW827lctFnMo2o10p0Zknige9y4kiLfpjxz//HvXxxYwDAc5ZL/NBLVqkX8lCrw6CsNNOsLNQYjEKqlYD9zog4yfA8mzjOKBVdptMEZp3Wh0FR2hh2Rwn/5SNnePHJJj/6hluYTGPO7/Ty8CzfxXNtRpOIeqVIGCf4nsNoHFIqBmit5/t2wygP12nVy3mR8ikmeQshhBBCCCGEEJfbN0VxMk5Sdg+GxLOuw3LRv6RgdW6rQ61SmAfZHIafHHRH88TuaRjTqJZYWrj0WIbjkLPnO6SZplktYDs242lMlmbYtuLs/oT3P7hP4Fj8+TuXUJaFayuSNGOpXc3HQ02+A248jQHDjccWZ7v1LIajCG0Ma0t1DLDfGaKAwTgfK7Xmo6CaLMvYjhT/76c3eGAzL4D4jsVrbmrw525p0Sh6rCzWOLfdw5h8R56a/Zfv5QEX/eGUNMuLLZalCAKXKEwoFQPWVxp0+mM6vTFRfOkIKzDvYAP45+9+hNfevsgbb1+g5OSFjcOQDdfNx3EVitXFGsWiz+5+vhfQc226/QlZprFsi5V2lWmcXBRclOHYNu1miXajPO9yTTPNwawbtt0oXzLa/ZR/TuKU8zs9igWPxVlIiPjGd/h+3e/k75n8Z8SiVPQZjkNsy8L3XaIoIU4yAJYXqpQKPmc2D9CZRqm8s1kBRik+fm7M//rMOd7+3c+h7WmyzMwStvP3jOs4HF1t5J3RYZzvp5x9UvqeQ5JmVMs+g2GYd0FbiiMrTWqVAr/4gQf59U+eJckMJc/mB168wituajIJ0/nzY6DVKBNGCe1mhfPbXdLZ6oU89CcPBMp311r5P20L27axbItxlGIrxUOdiO94wRqPnNrlyEqe3j2eRHT7k1mB38p3YDo2vp/vcI2TjMFwSncwIYwSFIpapcDqcu1J12MIIYQQQgghhBBX0jVdnNTG5Am+2rDYqlAsPDHAodsfMw0TVpfqF41vj/E9m2qpwGga0ayV6A0mnFhvX1KwGgynnNvu4th5CEsYJji2IoxTUm3475/d4jNnBrzsRJ033tpirV0GDFGUcnS1ydZeH2PybsVpmHcxnTy2wLnN7nxnZbGQFxT3D/LC2ySM50WQwHdozDq0Pne2x/se7PLgdh6g4TsWr76xwetvbVH2HVr1IsNRRDwbZ02zfPQbFNWKT7c/QZHvq7SUwnFtLEuRJBlHVxtoQ54uHiU8/gfCGMNDuxPe9+ABy1WfH3/TbUzjhMk4wszOV1mKStGfH//qco1i4LOzP0BrjWPbsx2SGstWLLWrhFHeIZnOEtRt22KxVaHVKM87JeMkZe9gSBSntBplqk8j6Obi49/v5Nd3dalOIN2S16Q0zUe2R5M8GCnNsjy0xUCUpNiWIvDd/OZBlo9pr6+22DsYkumMKM7fG3kQjEH7PreuN9kbhDy00eV4zSeMk3kB3lKKhVYJhcVBf0yaZnkHJ1AtFxhNQpxZx+FhUbRRy8e8P3n/Fu/84GOcPpgA8MobGvzQy9ZpVgN2Z4E+AOWiB0qx1K5wZqMz7+CEvODpuhZhlK8/SGY3RALPwXFs9kYJP/W+R6gWXP72q09QdmB9pTn/HAyjhHObHRzHZhLGWEqRaU2tUqBcDCgWPGwL9g5G7PfGaG0IPIfFdoVapfikeymFEEIIIYQQQojL7ZouTkLeDed5zpN+LYwSNnd6HFtrsnswYr87ouC7tFslDjoTqpWAdqPMmfMHLC/U5kUrrQ1nNw8YjkN818X3HUpFn/3ukHP7E4ZRxolmwIce7vDiozVa5Tw84nBMuloJ6PYn8yJhlmnq1QKL7SqPntkDwLYsVpfy1zx1bp8wSuZFCUvB0dUmcZrxsQd2+Z+f3eTU43ZKvuGWFpXAQSkoFVzG0wSl8l2Zk2kEJu+KzMM3LgrkcB2UpYjihHIxYKFZZmuvTxgml4RwHNLG8FMfOkNvmvA9z1/lTXeuMBxNyNL8vFzXplEr0u3nRZi1pXxUend/kO/YtCz6wyk607PiY5lplO+9TJK8KOnM/rzVuDC+PQ1jdg+GGAMLzTKlov+Mfj6mYf4zUKsWaNVlt+Q3g8k05uzmAWmaoS9eexAlKGXNRpTzVG6tDb5n49g25ZI/S/o2gEJZ+fvhILH5l7/3JV5+Y5vvek6LUpB3YR4WKW3Lot0ssd8dYXT+RtLa0KgWmEYJcZyPZKepnt0UsLnpxAJnN7v89ud3+N3PbQKwWvP5Gy87wm3rdYw29EchkL/fC4E3S+8ekGU6H0OfvR1LBZdJmGBZebiOZSnKh+8HS/GHX9rj9z63wT//ths52iqxvtrA9/LPssMU9PE0RmtNtRTQH02pVYrEs25lSykKgUuW6fy9agzlos/xI+1n75sqhBBCCCGEEOK6dc0XJ78arQ2Pnt2lEHh0+xMKs5HGw7TolYUajmMzHIXzjjrIx7hPnzsABbVygOvYDCchZ/fHvPu+Pe7dGPLm57Z5/S1tlALLsgh8l2LgkmYZSaKJkxTbVhiT77tcalfQBnb2Bzi2RaUUsLJYo9ObsLHdnSd856nALusrdT7+4C7/7ZPneGA777LyHItX3lDnDbe2qQYOrmNRLQckqWYwCvPE3lFImul5B1mSZqSZxpqFclgX7dZbWazRH04ZT6NL0sEBMm249/wQpRSvvLnNgzsjXnCiSaeXdz4eFoPyfXljlFKsLdfxPYed/UEewGPya5nN9lwutitMpnlXZZSkRFGC49gst6vzoBtjDKNxxH53hOvYLLTK8yLL05Vpze7+gChOWVuSJO5vRt3+mPPbPVB5WJXr5In3cZKnVVuWIk6y+bi259i0W2Um05jeYIpl5YFUWaapNir8ysfP8vkzXf799z8XnabEs52xcZyhANe150E4eReioVTw8dzDnZez1PtZivjRtSad3pjHOhH/7r0P0Z+muLbir7x4lZefqFEq+AzHF1LBHVtRKvoEvstBd3xJF2XgOWhjSFONNvme2Ea1SJrl4974HvF4yhfP9Sj5Lq+96+glP/OTacT57R7KUpQCj9E0YmWhRrmU76KchAmTacxkGhGGCb7vcmJdipNCCCGEEEIIIa68b8ripNaGh0/vEMUpxcDlyEqTwShkOApZWazNxx6NMTx6do8TR9oYY3js3D6TaUy55M+LFtMkI0tS/uX/fow71yq8+bmLlDxr3qUYJxmB58yLfJZl5cWCWZDFQrNCb5gX9dJMc2y1yXgaz8ad872Ph7shHcfhIMz4lY+d4Uub+fi2aytee3OL197UpFZw8DwHb1aY3Nkf5iOmpYDeMO+sLBc9fM+l25/kARx2vm8u04YkySgVPRzHZjDMw24ulmnDp88NePd9e1QDh7e8YJkXHK0zHIWzQI/8dV3HptMb4zgWa8sNHNuadTkatNaMJ3mCsONYtBt5MciyFGGYEM0KR2tLdaqzvZFZpun0xvRHU8pFn3ajjOM8s2KiMYb+cMp+Z8RCq0KtUnimP0biGmCMYWu3n+9qnUXa27OUbmMMnuugtSHN8i5KY6Bazm8OPHJmLy+2K+bvZysocHKpwvu/sEHTgcC1cByLKErQhllncjx/faXAsS0atRLDcUicZNhWflMizUze8WsMlufxk+++ny+dz9/XLz1e42/cfRyTZehMX7JKQSk4vtbi7FYXyAuvkL9OuezTH0znndDtRokozrAsi6OrDX7lQw/wG5/a5O4bGvzD77qDSvHCqotMa85vd4midP7+qpTz7vHH0yZf/yCEEEIIIYQQQlxp31TFyUxrdmZBN0opbjqxSBxn7OwPaNZLNGrFS8Z6D7p5cnQUpfSGk1mHocKyLO49N+Dd9+3SLrn8yMvWsC2bVqNEtzcmzQzlko9tW6wt1en2x2xs97Dt/Lkty8JWCj9wsS2LyfSwq8plPM1ThfPAGjUbfVbsDmPe/ZV9PvFYXpCwFLz65jZvvKVBrZB3Dy63qwwnEY6j6A9CikWX6STfEenYFsuLNbZ2e4DCd/MUYn24X09rKuWAwTCcd5IdChNNYhQrdZ///JEzvPR4jecul8m0ycM+bEW9WsRoQ284xfcc1pcboGBnfzgrxOQj2odjtPVqkfE0xnXseQq37zmsrzYpFfKR1GmYsN8dkiQZzXrpGYXcXOxwjL9Y8FlsVWRn3nVkvo9yHIJSs92S+WeC79lobcgyM38/WEpx8mibwWjK7sEIBVi2whg4fqTFz3/4FH/8lR3e+vJ1nrtUxBjwPZvRJJ51XEKaGaxZgA1ArVwgTvNdstksdCrNdF74DFxazTK//tFT/NafnkcbWCh7vO3bb2Gl4jKYjXgfUkC55M+6jc38NQCOrjTY2O6hZ2/ipXaFMExQlqJZK3F6Z8Avfuw0e4OIX/zrL33CSoT+cMrWXh8LKBZ9MLC2XJeVB0IIIYQQQgghropviuJkmml29vp0BxM818Zow9G1Fjv7Q1w3Hx22Z8EVkBcGh6OQM5sdLAVJmo9Ce65DoeDxD//nfWTa8LqbG7zsZIOFRhnHthiOQ6bThMB3WGhVqVUCNrZ7dHpjbFtRDDyiOCVJMlBgWYosyy9vPgoKxuS77lzbJk4ztGXzW585zz0PH8wLEC8+WuW771ygXcqLCratWGhUGE4ioigmzQy2ZZHpvOurVi4wjWKSVOM59myXnkucpLME4Dxl22hzSYfWOM746KNdPvDgAXff2OR771zEcWyUgijOA2pa9TJRlDCchBQLPkdWGiRJxt5BXpSM44wkzdDGUCx4FAseYRjjuvYsyTgv5B5Zzvfgaa3pDab0BhNc16bdKOehJl+HJM0L0GmqWV2q4blPvoNUfPObhjGnzu3Pi4LuLN0b8t2NYZShtZ51VubrCdaWapw53yFJ9axb0FCrFtmcaP7Nu77Ca25b4PU31kkzTbtRptMf513Ss8Kk59rzcWvXsci0oRB4ZJkmSfKEbm0MhcBlqV3lUw/t8h8/9Bj74wRbwV9+6RH+6t03cPr8Pmlm5mseABrVgN4wvJDyDRgDNxxrc/rcAZnOH7+0UGUaxkDetbm+2uT0Tp9kEnHPYz2++yXHWWsW59cpSTPOnj8gTjJqlQJhlHB0rTUP+BFCCCGEEEIIIZ4t13RxMtOaR07v5oU0S1EpB0ymcd4xqE0+gjwrVOW/8Bum04TRNCJNsnkBYBBr7nmkS+Aovv32Bc51pyyWXVw73ycZxSkoSNO84FEqeIBhMk3QxmDbCse2McaQpBmlgsc0TOYdT65j4fsu0SyRulTwOLvb56Onh7z7i9skswLmXUeqfMftbY40AiAvehigUvSZRgnT2S47SykcxyJNNYHvzPbgqVmgj5mPcCdpXpRRCh7/Xc604V+8+xFOtAp85x1LnFwoorWZj1036/mYahilVMsBq4s1pmHCXmc4f9xh0E6lHMxGWfMXGY5DFIpWo8zKYg2l8qLRQW9MnGTUKwXq1eIlBeNn+v3fOxgynsYst6vPODRHfPPp9sdsbHVnXcUKyJPpPS/fSxkleZHSmDwVu1T08T2HvU6+49WyFLalWFqsE2lFs+zxR58+xY2tAvVqgWkYE8fZvHvRd22S2Yi469jYdr76YTyJ8l2v5GseHFuxslhn62DEf7nnFH96dgDAS47X+MfffhthGDEaR5cUKAu+TZqZ+RqGw/fz0ZUmW3t9kjTfg7m0UGU6zYN8Cr7DkZUmu50hv/ChR/jQgwf8hZes88OvvhF/tovSGMNed8Te/oBKuUAUJRxdbeJLmr0QQgghhBBCiGfRNV2cTLOMx87s0ayXKAQee50Ro3HIQrNCseihZr/iJ2lGtz+Zj0gehkwUiz7/8Z4zfHmjz8tPNnjTHUvUXUi1YaldJfAc9rtjbMcinBUbb71hmWmUzFK3FQXfwZB3GjIb/UyyWVeVNlTLeaJvGOVdTb7v8dt/usH7H+owjfPi4U0LRd7y/GWOz4qStmXh+w5aa2zLYhrGaJN3Xnpu/npJkuG6Fllm8iKmyQsq0zCZF0ys2Vj3oc444f0PHqAU/JUXr5KhcCzQGrIsH7uuV/Pk7UxrWvUyi608hXyvM0RnmmSWPq5UvusyMwbXtplEMXGcYln5qHuzXppf9+FoOk8jDi5D4cMYw0FvTK8/YaFVoVoOZCRVPIExhvM7PQ66o3wXrKXIZqEylZLPdJZQb4yhXPSYRimVks94EpOkeYo1ytCqV8gchx/7tc9y23KF735Oi0bZx3VsjNGMJvkOysCziWfdl0op6rUC7XqZxzb2SeIUpfJuZ4BGrUiSZvzhF7b4n/fukGnDaj3gH7zuBtZbBYajcF48PVQM3HnYzqFGtcAkSoiiNO+gXKwxncaMJxE3HV/C9x22dvts9kJ+/p7HONku8Y++67mX3BiYhjGnzx1gOxaWgqWFGpVScMW/P0IIIYQQQgghBFzjxclDYZRwfqdHFCXcfGIZx7HQWrPfHXHQnY1gzsJhzh5M+PhjPZ5/wwJvfv4a//Pjj/G8IzUCR827Lm88tkCnPyFOUqI4Qet8p+PacoP+cMLO/mA2wp3M9trlwReOrZhMEwqBSxileK5NpRxw0BvhOg5/cqrLb37yHIMwL0quNwLe8rxlbl8uoI3KR7QrBeIkwxhDHKfzQmq9ViQKE+Ik/zPXtdFaYykr31+p8vH2w/HPi7+rmTb85p9u8dmNAa+4ocF33LlExbXmhZlC4BL4HoPRFNuyWFnMixOd/oT9ziDf1afNbGzVphC4GGOwbYvBKMQYQzHwOLraxHZs+oMJ/WH+XPVa8bIVD7U2dHpjeoMJjVpxnvItxNeSZprT5/YZT6M8wdrkXYiK/AbFZBqjtZkV5AyTMJmFXOVFR6XA9xxarSo/98FH+dzpDn/vlUdZqfkUCj62gu4gD6Q6HOu285QdKuWAteU657d7DEchzUbAzt54/ry2ZfHwzoj/+qlN9kcxvmPxwy9f5+4bm4RR3gV5mAx+6OKuSshTyG1bMY3SWQdljeEoJElSbr1hBaXg3FaXSslHo3jsfJf/ce82f+cNt3BiIQ/DMcZw5vwBo3FEEHg060WatdKz8N0RQgghhBBCCHG9u6aLk9oYtnZ6+b43DK1a3q233x0Rxxmua2MpReA7dMOUn3z3g+yNYl5+Q5M//8J1qk5eVOz0xliWwnVtjizX2dzpUyr6dHtjLNui3SwznkRMJjFhnFAqeozGcV5csBWNaolOf0IhcCkXffYOhiwv1ADY2R/wWD/h1z5+ho1uHnqxUHb5njuXeP56BYt85FMpOLraZHd/SJrp+Ui259kEnst4GqMzDbPCo+faeXGl4NMfTi/pkDx0vhfSnSY8f73Gp88NuXWhSNm30BosC3zXQVmKMEpnu/caeJ7Nzt6ATm+cd26Rv17gu9i2hWtbRHFKGCdYStFuVlholRmOIvrDCcZAvVqgWilgW5dnf53WmoPumP5w+qTBRkI8FWEU8+jZfdI0m+1GzTsnvVmhP83yFQ3Hj7TY3BmQJOk8PCovJCrajTKn+gnPP17nU/edp+rblIseCuYdlJAXED3fAQOua3N0tclwFLK506NZL3HQHaFnz6uUoj9J+NXPbHLfZj5W/vrbF/gLdy1hjMZ1HHzPeUJozvy1Zm8Fx7byoquCxVaVg+6IQuByYn0BpeDUxgFLrQrKtvj59z3Iu764zeueu8z/+dqbaFfylQiH4/CL7QpL7dqV/HYIIYQQQgghhBDANV6cNMbQG0wYjiOGoylKKSxLUSx4dIYh921P+MyZHq+7qcnRhs/WFE5UXRxHUQg8xpOQJNHUKgWSNKNRK3LQHVErF9g5GOa7FpfrPPToNlGS73Urz8Y+88TeWWERWGhV6A+mxGnKsbUWnd6Yz5/q8K4v7/PFjT4AZd/mO567wCtPNvB9B0sp4jhP9w2CfLfl4d5GRV7USNIs34tn592gjmNT8GySzFzy+IudOpjynq/s8cj+hLc8f5VX3VCfBYDknY/KsjA6TxNu1Iostatk2rCx1WU0iQAzGxMHz3HyLk1j5ns0A99lsV1FZ3peMKmWA2qVAo5jP6Pv5ZNJ0oz9zojxNKJVL1GvSlFSfP06vTEb210ASoHLcBJjWeA6Tr6eATiyXMdzHTZ2eqRJdsmqhCBwObbW4p3ve4hPPbzHj7xsjePtErZShLNu6kPFwMWajVAvNCu4jsWjZ/fwXAfbUowm+U0OTL4b80OnhvzmJ85igBOtAn/jZUdollwq5YDAczjojtHm0tCcfD+mlSeEmwufH/VakdE4oljwOLbWwhjDqY191lfycKpzuwP+ywce5o3PW+Xlty4RpZqS7xDHKf3hlIVW5cp/M4QQQgghhBBCXPeu6eKk1prHzu0zmcRUKwHDKKNgK76wNeadH3iEO47UuH2xwKtuXeLW423O7/QYjkPqtSKd7phapUCh4DKZxPMuP8uCbn/CUruGMYatvT5aG2qVAMex6fYngAGjcFyLarlAFKUUCx7TMGahVeGLj+3yW5/Z5NNn8qKkayvefMcSrz5RoxQ48wJenKSzzk53PkJ6yHXyLijfc9AmD7g5fI0n+44pBVGicSzFT33oNHcdqfKqGxsUvPy1PMciTjMgTyVfXqhSLQd0+xO2dvukmZ4/l2NbOI6F69izvXwax7Jo1ErYtmI8za9XtVKgWg6+7mCbx5tM43nwTrtZplz0pSgpLis9K8Z3B+O8YK8UUZziexcKlIHvcNPxRbqDKduPe494rk27WeYjj3T5zx94mO+5a5nX3NRAKTVPB7/4sa1GmTTVGGNYaFV45PQu2hjajRI7+0NsKx/dDnyHg9Tm7b/9RUZRRiVw+GvfssatSyVcx8Z1LcIoBQxaX/IyBN5F+29nXNei6HugFMfWWqRZxtnzHY4faeE4Nlobtvf6fOZUh//ykTP8yKtO8t0vXMdzJLVbCCGEEEIIIcSz47IWJ3/pl36Jn/7pn+b+++/nZ37mZ/jRH/3Rr/rYy9U5+e5PPcbnzg34wsaA7iTh9/7BK9EGzm11UFnG0bUWYGbj0hlZlofMHF9vMxyHTKYxSZLRapTp9EZMwpiC7+VFuElMmmnWlmvs7o/Iw3U0rmPjOBaObRP4DoutCtt7AxLgl+55jD9+qEOm8+6mlx6v8Za7lqj4eWr4Ycfl4S45ZsE5kAfe2LZNmmXzYpx+3K45x1bzdO/8+eCRvQl/8KU9fMfib79iHTBYljUbVzXESYZlKWqVAquLNdIs4/x2j/Eknnd+Mtt/53vOLInbYCnwPXe239Lg+w7VUkC5FGBZl7dYmKYZ3cGEwXBK4Lu0m2V8T1KDxZUVRQmnN/YJ4wzfs4miFGaJ24dFxuNHWlTLBbb3euwejOZ/17IUpYJP5nl88dQ+L1yv0h+F8y7GiykFJ4+2MRp2O0NWF2ucOd8hTTNWZzspjTYY8vHxQqXMO37vPh7ZHWMpeMtdy7z2pgaVckCaasIoecJuWcg/QwoFj+k0D9GC/DOjWi6QacOxtRZRnLC50+fEegtrdlNmMo358Jc2+N0v7LI7iPjpH3whJxfLV+y6CyGEEEIIIYQQhy5rcfILX/gCnufxr//1v+YlL3nJFS9OJmnGT/3+l/B8l7tvW+TOow2yJOXM+Q6u67C+3GB7f4DrWMRJymAUsrpUZ6FZYWd/wHgSkWWacslnrzNCASuLNZQFG1u9fG+cZxPFGa5jY832M3qujevalEsBCtjvTXjPfTv80Zf3mCZ5UeL25RLfe+cSN61UmIYJlqUIPJdC4NLpHwZiqHlBwlIXxjTzlHEu2SPpufaTdGRZ/PSHTnOmE/LGW1u8ctYpWS4FDEYhWhscx2J1qU7Bc9g5GDIYhhdGP2ezoa7noLN8zBuVd07atoXnOlTKAZVSgO85z+h79LVonY+F9wZTjMlHzKuVQl60FeJZ1BtMOL/dRRuDrfIu44vfc77ncPOJRYyBR87szroXc46TJ9Sf3h/zz3/7Pv7mK45yvBHkoVHWpWE2Kws1GrUiG9tdquUCOwd9MIrFdpWdvf58x6VtKVzP5dc/fZ4P3r8HwEuP1fiBF6/SqhUAGI5DHNtGKebrHw65zuGYd/7vlpUXKI0xHFtrMp7EHPRGHFtrXbgRYgw7e30+e6rDq+88QrngXclLLoQQQgghhBBCAFdorPutb30rL3rRi55ScfKee+6hXC6zsrLCysrK03odYwznd3oYk6dJT6YxcZKPZhoDWaZxXZswyvfAlYv+rMCYzANnDpNwHcei4HtMwpgs01iKeWBFnsydkmb5mHWjVsT3XHSW8d4vbfGbn9pgf5wAcLxV5Huft8iti6X5HkkzG9/s9ickqZ6/7sXFx8Pi5MXfDd+1KJcLuK7F9u5w/ucP7o7Z7EW85uYmD++NOd4oUCq4OLPEXmPA92yWFmr0B1NGsyIsXEj6Pex8zF8v75L0PJdapUC5FFAqeFdklDrNNMNRmIf4aE21XKBWLeBexl2VQjwTWmu2dvt0+xOUUqRpvmf24rWuC80SK4sNOt0RGzu9+Z8r8n209+1M+NkPPMq337nEq45XsSyFY+efMSav/eP7LuurDUbjiGkYMxiFBH5+42I0Doni/HUrRZ9JmPAnpwf86ifOog0caxb4O3evs1QLUCiSNEUpi3LJZziakGaPPysuOUbPc/BchxPrLXqDKdMwZm25ccnjpmFMGCU0JK1bCCGEEEIIIcSz4KoXJw+9/e1v5x3veMfTeh1jDKc3DrCUYjgOQUGzVmQ4jqhXCoynEZNpQrtRJkkzikWP7b0BaZqPcQeew/begOWFKoXA49S5fTKtwYCyFMXAY3mhymPn9jHGsLJYo1Uv0xtO+cJj+/zapzZ4YDsf82yWXL7/BSu8/ESDaZRQLLhMwyR/rscVOB4/jjmvAV40hum4eRF0a7c/f+wDO2Pe/eU99kYx3377Aq++uYExlz6XY6s82CNJnvA1mI1wz/6HbVtUSwGtRpniFSpGapMXjYejkGmYBwlVSpc/PEeIyyWKU86ePyBOUgyQphrLYr7j0bIUC80KlXLA6XP7GAxZdiEwJ3NsfuGeM/yT77yd/kEfQ753VgNZZnAdC2XlBcV6pcD2bp84yahWAuI4I9OaaZiPbR9bbbK1N+CBnRE/d8+Z+R7Kv333OrcuVfJ9sLaFnqWOO45Ff/jkqd6H1Oy9f2J9gcFwiutYtJsSfiOEEEIIIYQQ4up4WsXJu+++m/vvv/9Jv3bvvfeyvr4OPLudkzv7A/Y7IwqBOyvGGaxZCu6FBN4Ey7Iws8TqarlAHKdEcUqtEjCNUsIo73x0HQulDpOx8/CJvBPTYClFdxLzu1/c5aMPd+ZFh2+7rc133rkEsw7OQuDOiwvFgkuWGuI0xVYWyeN20QHz3ZOlgsdkGuN5LnGSkGX58Q7CjFrB4dc/vcnRZsC3nqjj2tZsHPzSDsyvxbIU5YJPs1GiWg7m++YuF2PyBPFpmDCZRnkwh1IUA5dKKbhiBVAhLjdjDP3hlM2dPvmu2Wz25xceUwxcgiAPqUrTjDTT8687jkUx8PiD+/ZZCuC25TJKKSwFmTaUCt583LvdLLF3MMIA9UrAZJpgjGE8zT/Dbj25wuZuj83ulJ/+4GOc64ZYCv7yi1d5w20LTMMEz3NwbIs4yVholtnZH1wyTn4xpZgH/ziODQYq5YBWvUQh8C77PlkhhBBCCCGEEOJrueqdk1/Pzsk00zx8aptqucA0SmjVS+x3R4RRgu86uK5DELiEUUwUZTi2xbEjTU5vdIiThFIhoDeYAHnhrlkvMRyFpGk2G7E2BJ5DlGQUCj4ffqTLb37yLNM4L1S89FiNH/u2WwhUvv/tcHT6cPzb82zCMCFJNbat5t1Vh+xZEUApCAKP0Ti65Ot50M0umYF/+Npjz6iw53s2Bd8FpebhOo5t4brOfHembVvYljX/5+HLHL6eMYZMG7TO91KmqSZJs/l/4tnoulJ5EnghcCkWPHzPkWKkuKZlWrO102c4nqJ1vtvx4kZnz7Upzm4qZNpgW5CkF4qUD+xO+KVPbvCam5q88dYW1qxAqU1+4yLw8+KmpSBOdN79XS2SGcNgOCVOMmxLcfPJZSbTmHPbPf7rn5zlU2f6ANx9Y5O/8crjTMYhtq2oV4v0+lOWF6rsHgxIUv2kwTmQFySzVGPQpKmmUi7M9lQaGtUizbqMdQshhBBCCCGEuPIuf8rJs8hSCs915x2AG1tdUIqldpVmvYxjWzx6epdpnFAtF1heqPLIqT3SLE+vHo6mANSrxTwU52BIluk8aXs2Iu44Np861ePX3vMYm7388cebAT/88qM873geLDHJMuIknY+D27ZFkubJ4IddSIeFSaVmY90676CyZ/voHl+Y/M3PbvH5jSHfdluLu29oPOUin+fZtBvl+fk/njGGLNPESV5YjOI0P+fMkGlNlul8uvyiaoZSKk8ZtxSWsnAcC9exKQQuVSfAc+3L3oUpxDcC27I4stJgGpbY2O5iWSof956ta4iTjDiZUq8GZJlhNInz950xpNpw62KRf/y64/ziJ86jlOLbbm0xy51iMk3Q2tBulOn0J/PPgk5/QqUcsLpU5+z5AzJteOjUNieOtLn15CJ/UxlOtIv81ue2+OgjHbb6If/fN9yIzlI63TGNWoFOf0y1UmA4nBJ/lZsjw1GIbVsEnkO7UWT3YMjyQo1Wo/SkxUwhhBBCCCGEEOJKuKydk7/xG7/B2972NrrdLp7nUSqVeNe73sXzn//8Jzz2cnROZlrzyKkd4lTj2haVcoHVpVqegm0M23t99g5GtBolUIr9zgjbVji2TTLbJ7e+Umdnf0Qcp4BBGyj4LifW2zy6O+In/+A+HtzJ07UbRYfvvXOJb72piWPn6d3jSTT/Rd6yFJ5r50EaVl4MOOxWtGbHdCGRG6zHFQw2+xGfOzfgO567wEYvZKHs4TtPXvQ7LFUqS1EIXJYXapSLvnQqCnGFGGPo9Mbsd0fESX7z4TBg6lC9WmA8icgyg7IUFooky0gyTZIZLAt2BzFHm4X53ymXfEoFD60NvcEUhcGo/LNkdbHOw6d3gXxUfHWxTrUc8PDpXb68NeQ/feQskzijVXL5+689wUrVI00vBHeNJhFZmhHGKeqi7umLKZV/Pi20K3S6Y1zXZnmhRqUUXOErKoQQQgghhBBCXKGx7qfichUnH3hkiyzL9zz6votjWyilGIymhFGCbedjyjozeJ6D1pooznCdfIw5jFJ838ECAt9lEiYsLTX4hT9+lN//7EY+umkr3vTcRV5/cwPXsrDsC0nXllLYlkKb/Hi0NtiW+qr73p7M3ijmD+/b44ubQ157c5Nvv31hPvJ9MXvWlZlpje+6tJplGtWCdC0K8SxK0ozN7S5hlDKd7arNPwPyRG7bUnnBz7LnXdrGQJZpvrw14r9+YoO33LXEt57MU7KVgqVWlfE0pl4tsrnTpVzyGU9jFIqFVoXtvR5ag+daNOtljDF4rsN9pw/49x98jJ1hjO9Y/J+vWOfOtQo601iWxfEjLc7PUsXDKF+/YFugTX6z5GKuY2PbCqUUq8t1KkUpTgohhBBCCCGEuPKu7eJkpnng0W18f7bb0ECaZYRRciGYwrZInySE5pClQFkWtqWIopRPnx/xP/50k/Fsr+S3HK/zXc9doFly8+dzFI7tEEUJfJVdbk9VkuUdn7/7xR20hjfe1qLsO8zycdAG8rqjQpEn7DbrZdqNkiRdC3GVDcchWzs9osMuSgWe68zHvgFc1ybLNKWCx2jWZX22M+W//MkGd6yW+T9esIyl8mLmyfU2e50RlqXyPbWWYhrGeVHSyxO5ozjDc21KBZ9Ma06st3nwzB7/5o8e4v6dMQr4/hcs87qbm/nzWoqTRxc4t9kBzCwN3FAMHNLMECfZJedkWYpKyccAJ9cXnu1LKoQQQgghhBDiOnRNFye11qRZRpYa+qMJ+50RxhhKBZ9pnKAzjdZcMkptOxaOnSd3a20IAoc009x/fsh/+9MtznVDANZqPn/xhcvctHD5QyGiVPOBBw+455EO/+o7b6ZW9JjM0r1dx76kYGApRa0asLJQx/Ou6RWhQnzT0dqwsz+g1x8Tzd63ge9gDHlaPbOuSm2oVfLgrihOGYYpnz7T57U3N4EL4VMnj7aJopTt/QGrSzW6vQlaa8LZzRDXsecFSlAcWalTLRfo9if85B/cxz2PdAH41pN1fvDFqyiV781cX22w3xmTpClRnBdPm7UCYZQyCZMnnNfKQo2lhWf2uSyEEEIIIYQQQjwd13RxMs0yvvzQFmDyCqS68D+fzONTa23LojuJ+Z0v7PDJ03n6bcG1+K47FnnlDY0nHa22LHBmydbTKP2qz/3VfHFzyH/7zBbHmgF/63U34aYJWms8Ly86HHJsiyPLDeq14p/9pEKIqyqKEs5tdZmE8XyvYzFwMcB0duPBmLwzMfAdJtO8IDgIU/7TR8/yQy9ZY7XmA1AquFQqBQ46Y5YWKiRJRm8wJU0ztDG4jkWc5J2Vxhhuu2kV18n36P6n93yF//65LYyBmxdL/K1XHKHsOzi2Ra1SIEkzxtOYNM0wBpYWKoxGEeNpfMn52LbijluOPKvXUAghhBBCCCHE9emaLk5mWcb9j26Tppq8jqgwmCctEj6+eJhpw4cf6fCu+/YIk3zs++Un6vz5OxepBhc6FC2Vj1fbtsLoWUQvBv3VJ8WfwBjD/Ttjnn+szsPbQzQWLzzZ5KA7fsJjfc9hdbFGrSpFSSGuJYeBOVu7/fkqCdex8VybMMqTuZW6sK5Ba3BseP8DHf7wvj3e+tJV7litAOC5NpnWFHwPy1K0mxXObXXIUg3kYTs6ywO2PNfm5NEFAt9Fa83/+tjD/KePnCVMNAtljx971VFWqj6ua2PbFo5tMxyHeI5NGKesL9c46E2YXrQOo1YpcGK9fXUupBBCCCGEEEKI68o1XZyMopgHHt3BtvN9bPopnspDu2P+++e22exHABxtBPylFy5zsl2chVcYPMfGoIjiNE/gzjTGmPkuSICFZonhOAZjCOP0SV9roxfyO1/cY38U8Xdfsc4NK9VLEr4PlQoepaLP8kJVAm6EuIalmeb0xv78fW7bCkWevh3GKZalyDKNpS4EZz2wM+KXPnmef/y6E7TLHsBsJFvheS5JktFulOgOpiRJiuPY87FxgMCzObLSolzyMcbwx/ee4d9/4DH2xwmBa/F37j7KbUslbNua78FMknw8fBqlHFmuc9AdE8Up2hhKBY+bTixdlesnhBBCCCGEEOL6ck0XJ7Ms47Gz+2ht5qm5kHc7HobH9AYT4iT/Jb43Tfhf9+7wmbMDAEqezffcucgrTjZQVr73Teu8AKlU3oXZrJewLcV4GpMkKXGSd2kutWt0B2OSJOXxeTuHXZqnexE/++EzfPtzFrj7ZA3Ptp4wch74Dq7rsLZUJ/DdZ3QdhBDfeHqDCWc3O/PPFNu2sCxFnGS4jkWaXrrOIUw0gWtxqjPhZLN4YVeugsVWmf4wzG+SaI1SFpZtkSZp3ompFLZtsbpUo1ErobXmcw9s8s4PneKhvQmWgr/5yhO89GiFNM0oFwP6oynFgkeaaeI4ZbldpT+aEicpjm1z240rV+3aCSGEEEIIIYS4flzTxUmA89td9jqjPOFa5aOSF6ddw2yE++EOf3DfHlGqUcArb2zwfS9YIXAUtmWxvFBhZ38IKIoFDww06yWmUcLOfh/XcQijfHdcwXeYhE/slFQKsszwscd63LZWY63msT8ILxkTv/ixhcCj3SjTqBXngRhCiG8eWmsePbvHeJLvdAx8hyTVaJ3vjEwzMyss5gnd2hh++o/PUHAt/vrLj1D0bNIs/yCzLCgGPlGc5GnetsIY8Gfdj5alUMBiu8pSu0qaZdz/yDa/+Cfn+NSZfKfuX3rpOm+4uT7v3I6TjEo5YDKNyDJDu1FiNIkoBC7H1mSsWwghhBBCCCHElXdNFyfHk4iHT+9+zcccRJpf+vg5Ht3N9zveuFDkx15/Ey+6cZGN7S7TMOHk0Tanzu0TRSlH15oYYxhPIsI4JYwSHMsmjJ+YaPt4D++O+a17t/Ecmx988SqrNS8f67Ty8c3DPXOe51Ap+aws1nBs+xmduxDi2tHpj9nY7KKNwXEsLKVIMz2/oQH5+LfWhijR/NKnztOdJPzdu49SLzh4rkuUpIDJV09ogzbgOhZJeqF1W5GH7lQrBY6uNkmSjIdO7fD7X9rhXV/aA+A1ty3wV164jGtbxEmK1vlYeBilGKBWCWjVy1QrhWf/QgkhhBBCCCGEuO5c08XJLMu478HNS0alD7sm2+06v/Gpc/zuZ85hgKJn89fuPs5f/NaTGGM4u9UlSVJWF2ucOd/B82zq1RKlgsfpjX0cxyZOMrTWT9gP6djWPPDiUKQN//d7HuG77lziJceqKNQ8tXd+bEAQuBxZblAq+s/onIUQ16Y0zXj49C5RnOarJxwbTB5uE89Guw9XQmhteO9DHe5YKnGkEQDg2hbaGCzbwmg976hUkAfkXPR5owDfd7n5xCJhlPDomT0+fqrPr35qA23g9tUKf/eVR/FtRbNWZL8zRs12YQJUywEnjy48q9dHCCGEEEIIIcT16ZouTiZJxpcf3sS2FI5jEcUZlZLPw72Ud773QTrjfJTyFTc0edv33EG7EjCeRGzt9vNfyHsjoijlyEqDvYMhrmszGIW4Th4YoRTzAsChPKs7Z4zhE6f6HEwSvveuZcql/PmTNOPwsh52TdqWYrFdZbFVkRFuIa5TxhjO7/Q46I7A5EVFBTTqBfY7kyc8fqFZ5v/95FluaAWcbJcIfIdpmK+X8D2XOE7Q5rBACTzupohScNPxRSbThO29Hvdvj/m5j+ZJ3qs1n7//2hM0Apvj6y02trqzkXOD7zmyc1IIIYQQQgghxLPimi5OppnmwUe3KJd8eoMpieXwy584x2dPdQFYrQX8zVcf543PPwrAfnfEeBKx1K7yyJk9FNCsF+n0p+hM43o25YLHQe+JRQKluCRdd3sQ8Zt/ukWYGX7oW9a4danMNEzR5kKn5WEhs1BwOXGkjec+cfekEOL6MxhNOb1xMB/rVgrq1QL9YfiEjuuv7E74pY+f46+/bI3blyvcdHyR3c6Abn8KgO/ZJEmGnq2QKBY8huPokufwXRvLttDacK475Wc+dJrOJKESOPzdu9e5ZbnCymKN/c6QJNUYY7j9ptVn7XoIIYQQQgghhLh+XdPFyUxrHj2zRxilvPvLu/zRl/dIMoPnWHzv81f4Cy9eZ3WpRpZpNra7+G4+qt0fTsm0oVT0SJKMLNO4rk0UpxcKi7Pxyvx/Ky6+TErBr3x6i5tWqrzmZG2eBu7YNkmaXfK4I8sNWo3yM7tIQohvWkmS8tCpHSyV7340gONYuI5NkqSXjG3fvzPmFz+xwQ+/dI3nrpZZaFZoN8o8enaPOEmxrUtXTVizMW971k2ZPa6bchAm/Md7znG2G+Laih952RG+5USDxVaFwSjkyHIdV26mCCGEEEIIIYR4FlzTxck0y/jfnz3DL370DNuDfIT7pTe0+EsvXOGWIw0atSKD4ZSNnR6WysfALcsiSTMsS+E6Nsz+/LBbyXdtoiR70tc73wt515f3+b++8zYsndEfhaSpxrEtCoF7SbdS4DvceHwJJ68OCCHEExhjOHVun2mY4DgW0zAP3qpWAqIwnYXg5MXGR3bHLFY9iq6NbSl8z2F9pcnGVoc0MwSBy3AUXnJjBWYj37P/urgrM0o0v/iJDb60NUIB3//8Zd54+wKtRgmlFEvtZ/a5LIQQQgghhBBCPB3XbHEy04Z/+Ttf4r1f2gKgVfb4e2+4hRtqNqWiTxiljCcRWaaxbIVSKu8umnU2lko+UZQSxSkK4HG/0Du2Ip2NW6aZ4f0PHPC+Bw946yuO88LVAkmisZTC9x2yTBMnFwItVhbqLLYrX+8lEkJcJ7b3+ux1Riw2y2zvDTDkNziSJOWwIbJRLdAdTPn1T2+yWvN54+1tlGVRKvikaUqmTZ72HaesLOYd3Qfd8Vd9TdtStBpl/sP7HuKeR/JVGK+7ucn3PX+J42stGrXSs3DmQgghhBBCCCGud9fs3J5tKSwLLAWvu7XN9z1/BbKMaahn4415Z5EBmrUiu/sDtM6TcZVSJHHKYS6Nmf8X2LMU3WRWbDQGvrI94ss7Y/6f738udpqQJhrfc1AKoigPpADwXJuTRxcIfPdZvhpCiGvZ8kKNQuBxbrPDQqvCYDQljNJLHtMdTKlXC7zhthb/4cNnCVPNd9+5xHQakWrDYrNCkmYkyYit3T7Hj7RYW2rwyOkdJmFySZgX5Dd4uv0R/+J772ThfQ/wvz6/wwcf6tCbpvy1lyHFSSGEEEIIIYQQz4prtnMSYH8Y8vEvnuOmxTIGw7EjLRzb5txmBxS4jk0cp4ynMa5ro4A4ySgWPBzbYjAKL3m+atlnOI5QKDKt+fDDXdoVlxes19AGskxT8F1SrcEYkjRvaVIK6pUi66tNLEuSuIUQz8w0jDl17gDfs9HaMJ7Gl3zdthTKstgbhPzMh8/w5ucs8JJjNVwn3zlZLRcIApe9/QHawMpijcVWhVPn9hlNIiql/DPu8aE7xYLLPQ/s8yuf3iTThruONfi3f+n5VAtyo0UIIYQQQgghxJV1TRcntTE8enoHy7I5ttZkPInY3OtjjMHofCcl5IE2nutQDDxQMBxN54XFQ5Wix2hWCBiGKb/26U32Rgl/4+VrHF8okaaaRq1Arx+itZ53INmWYm25QbMuXUZCiK9fkmacOrePzjTaGIzhkqCtwHMI45RhlLJQKzAYRQSuNf9M8lwHrfPu8TTLKBcD1lcbnN3skCQZygKdmfkqios9uDPmP//JOcJE8/feeAt/+eXHn5VzFkIIIYQQQghx/bqsaS3/9J/+U2677Tae97zn8ZKXvIQPfehDl/Ppn8hA4HscXa1z+vwBp88fEEUpcZyByoMgGtUit92wzEKzTHcwptsf4zj2JU/jOorhJMa2LLQ2/IcPn6VecPmnbzzJDUsVFIpqyafbm5LNCpOOpbAsxY3HF6UwKYS4bFzH5oZjC3ieg2UplIJicKGDMYxTbEtR8R2SOOWXPrXJH9y3l6+aIC9kppkh0xmObTGahJw+d0C9UkCpvHhZLPrY9qVd3o6tuGWpxD967XHecFubv/gtx57lMxdCCCGEEEIIcT26rJ2T73nPe3j1q19NoVDgC1/4Aq9+9avZ2toiCIInPPZydE5mWvPgo9vzDiDXVviBj84yMm1YX24wGE/pDqYYY9CZJgg84jglzTRK5Sm4WhuyzPDZjQEvWq8yTTVl3yHwXQLPYRrGTC/a/1YseCRJxi0nF3Gca3ZtpxDiG5gxhnNbXcaTEMhvhhymeQPzHZKDKOWnPnialxyr8b13LVMuBflnVpjg2NZsB2+eAI6BMEqolAvUKgGnNw7mI97W7IaLY1koBbfcsPLsn7QQQgghhBBCiOvOZe2cfNOb3kShUADgjjvuIMsy9vf3L+dLXEJnhjTVOI5FIXAJAp9SwUWbvDvo3HaX0TimVg7yfZEFD53p+S/rrmOTZYb+NOWdHznLHz/UIc407UqA61gstSr0h9N5YdKxLUpFjyzT3HrDshQmhRBXjFKK9ZUG9WqRTGu01rgXdX0b8m7HWuDwD197nM+c6XPf1pDBaEqrUaZeyW8K2bNi42AYMg1jbNui2x8znsTcdsMytp3/34C5KO271axcjVMWQgghhBBCCHEduqzFyYv98i//MjfccANHjhz5mo/7/Oc/z+c+9zm2trae9msoS+E4ilLBZ3WpjuNY7HVGKAUGw9pyA9tR9Ichge8ymcSE8YVCY5xkbPZD/vX7T7Fa9fnx1xxnsVEmzTTH1lqc2jggm3UVVUo+vuegteGGYwvzX+iFEOJKUUqxslinVSujNfiujbpoGjvN8s+nRsnjJ77jZm5qFeiNY3qDCa7nUC75LC3khUbbUqSpJooTLAU7+wN2DobcesMylqUwkHdRKhgMp1fhbIUQQgghhBBCXI+e1lj33Xffzf333/+kX7v33ntZX18H4IMf/CA//MM/zPvf/35uueWWJ3384Vj3obe//e284x3veBqHPnueUUh/MGE0CdEaCoHLYjsfEz99bp9S0QcM/eGlydwYg1YKUHxxo88LjtYIPJfMaNrNMue3evOH1qtFIO/SXFtuUAgkwVYI8ew6vXFAFCcEgUu3N3nC121b4XkO/9fvPsCrbmzw525tow3cdHwB27J48LEdwJBpg21bOLZFGKU4tkWjVmS/OwIUxhiKgcfNJ5ee9XMUQgghhBBCCHH9uexp3ffccw8/+IM/yLve9S6e97znfdXHHRYn77nnHsrlMisrK6ysPL0dZ9oYNjY7jGcp2+urDUoFn3NbXfrDKUdXGux1Rowm0SV/zwC/9plNlIG3vnSNwHeI0wzXtjAowijf66ZUvl+yXi0yHIUstiqUS0/cnymEEFeaMYaHTu1gWRYYM//cg9m+SKXIMs3uOOHfvv8x/sILlnn5yQZZZqhVCzSqRc7v9DDakBmNMYDJOyVty56Njhsc26JYcDl5dPHqnawQQgghhBBCiOvGZV2a+JGPfIQf/MEf5Pd///e/ZmHyYnfdddczDsQxxjCaxNSrBVaX6gzHIfc/soXn2hxZrnNq4+CSxysFo1jzc/ecoeTb/LWXHSEIXOIkxbHVJaE3rmNh2zari3U6/TGNWkkKk0KIq0YpxbG1FhtbXbQx+J5NFGdYKh/HtmyF69osluDvveoo77znLM9dq1K0FdMwxrHtPAAMcLAxxuA4NpNpjNYZ1XLAcBySZhqD+jOPRwghhBBCCCGEuBwua+fkTTfdxGAwuKQD8td//de54447nvDYy5HWbYxhMo3xPYeN7R7jaUSrVuSgNyFJM2xLzXdGurYi1YZ3fWmXODO85a4lPDffydbtT+aJtQC+76CAG48vsd8ZYlkWiy0JiBBCXH07+wOUgv3OGNuGaZjfVLEsNQv50hSLHtsHY4qeTZxp6iWfJNWcPNpmvzMiTjKmUYzWhoVmmd39IQYo+A7TKKVaDjh5dOHqnqgQQgghhBBCiOvCZR/rfqouV3HyoDem0x2T6gwLNQ+8adQKdPt5qINS8KXNEQtllyONAlmm8TyHZr3E5k5//nwKcF0b27a46fgi3cGUMIxZW2583ecrhBCXgzGGx87usbJY45Eze9i2Ikk0kAd9ea5NFKcsL1T5yul9/u/3Psb/59XHeOkty2zv9VlZrDEYhaws1tg7GNIfhVhKkaTZ/DUCz+bWG1ev1ikKIYQQQgghhLiOXNOR01prev0JYRSTJBlRkuHYinrlQmES4COP9fmVT51nkhqSVFMqBoCaFyYdx87HuB0L27a48fgio0nEaBSyulS/OicnhBBPQinFylKdvYMRR1cbGJOvoQDIMk2UZHiew25nxGqzxPe9YJn/eM9ZvvTYLkePNNnZH6K1YWO7x9pyg2a9RKUUUAw8rNk098WFSiGEEEIIIYQQ4kq6pouTmTZMwxiUwrFtAs/BsiwG4wuFyT96oMP7vrLHP3ndCU40AspFn9EkmofeeK6F51j5DjfX4fiRNlGUst8Zsb7aRCnZvSaE+MZSDDw8zwEUxcDjsP3dshRgiKILo95339Dkdbe2+IWPb/DYmX3ajRLaGOI44fT5A1YXaygFzXq+V9d1LFaWpFtcCCGEEEIIIcSz45oe606zjMfO7qEzg1IQJxmWpUhSjaXAcx0+d37IWtmlVnBwbIss0ygF2oBtK3zPJUlSSkWfVr2M7zucPd/h+HoLx7Yv81kLIcTlofWF8e7tvT7TMCHNNJ5r41iKaZxiKYXnuWAMm90JCxWfKMko+DaFwGcyjfE8m+NrLc7v9GnWioynMdMwlp2TQgghhBBCCCGeFdd056RCYYA002QG1Kww6XoO7/zIWU51pty+UKBWcLAUZFrjONa8y8hz87DyerVEMfAoFjzObnZYX21KYVII8Q3NshQrizUOemN8z6VWKWApRZpmJJmhWS9hgGkY4/suS7WAj5/q8l8/eZ4ozugPpziORRxnPHZun2o5YK8zpFIOOLHevtqnJ4QQQgghhBDiOnFNFye1NsRRiuvZWECaaoxt86/e8wgFx2Kh4Mwfa1sWrmOjDRgDhcClVPAol3zSLKPdLHN2s8PKQg3fc776iwohxDeIUtHHthSlokecpPi+gwG00fQGE1YXazi2RW8wYbFd5mUnm3TGCX/0YAfbtojilCzLSJKMMIqxLIutnf587YUQQgghhBBCCHGlXdPFSdu2KBY8XNsmjFMKvsvP/PFpjjUCfvhb1nDsfF9kuZjvZDPGkGUa17FYaJbJtGEyjTmyXGdzp0+9WqRU9K/uSQkhxNOwvFjjoDumEHjUq0Vsy8K2LCyl2Nrtc2SlgWUpNrb6uJbiX33/HXzs4QPu25nguQ6u65Bmmv3umHajjFLQ7U+u9mkJIYQQQgghhLhOXNM7J43Jd66NJhEZihMrdT770A6tkotSCkvlHZJhnGEpRZZpyiWfWqVAd5D/8r2+0qQ/nGK0YWnhmR2HEEJcTcNRSG8wIUpSjDYYY0Dl3eSZNqyvNDi9cQBAtRww1YqDzpAbVutEcUoYJWRZ/tjVpRr1SnEWuCOEEEIIIYQQQlxZ13TnZJppJmFCP8z4F+96iD/+4nnaZQ+lFOWih21bhHGKpcBgWF6soY3hoDvCtiyWWlXCKCGMEhbblat9OkII8YxUygEAgZ/vnoziFIXCti0sS7G506PVLKGA4TjER/Oc4y1+6j0Psj2IqJQDlFK4js3mTp/zO72rej5CCCGEEEIIIa4f13Rx0rEtDqYp/+q9j/Kam5qcbBcBWFuqYYwhTTVK5YnczVqJNM0AKBQ8SrPi5UF3xJGVBkqpq3kqQgjxdVlZqhOGCf3hlELg4bkOge/iWBZZphmPIzzPxhjIdEZ3MOXm1So/+b8fZr8/pVkvYozB9xwKgXu1T0cIIYQQQgghxHXimi5OxnHGL3zkDN9+e5s/d0sLyPdLdnoTJmGCbVsstipYtsVCq0J/OMVzHbQ21CoFNnd6HF1rYUlhUghxjXNsi1ajjOPYFAsuw3GIbSma9RKB7xLFKVobCoFLFGcopXjzHUvcvlLhP3zoFKNJTK1SIM0002l8tU9HCCGEEEIIIcR14pouTlqW4h+85hivurEJQK0SEMUZYZwCcPJom8Ew5OhKg63dPrZlEScpq4s1zm11WV9t4tjX9CUQQoi5erUAGEaTCM9z0MbQH06pV4tUZ4XHOMkAQxSnpGnGj7/pFm5dKjGN4jxkLHDxPPtqn4oQQgghhBBCiOvENV2ZUwp8N/8lulUvMhiFpFlGMXBYXqixdzBiebFGlml6/THKgvXlBhvbPZYXavgS+CCE+CailGJ1qYEx4Lk2k2lMo1YkSTMcy6JeKaK1RpF3i0dxxnAY8vfe/Bx645SPPrBDu1HG82SsWwghhBBCCCHEs+OaLk5qzWxM0aE3DMHAkeUGjuMA+fhiqeDx6Nk9fN9luV1jrzuiXi1QLvpX+/CFEOKy8z2HerXINExQymIwCknSjGa9SJJlBL6HATJtsCxFkqZs7fSptWv8/EfP8skHtmjVy1f7NIQQQgghhBBCXCeu6eKkZSk81yaKM7TWHF9vUSkHaK2ZTBMWWhXOb3fR2tCoFgnjBMe2aNRKV/vQhRDiillsVbCUwpp9wldKAdt7Q44sN/I/M6AzTZpqAt8lzTIqKuPH3nAL7/zwGb7w8NZVPX4hhBBCCCGEENePa7o4aYwhSTMC36VU8KlViux3RiSpZn21QW8wZTyN8TwH33eZTGOW2tWrfdhCCHFFKaU4stIgilIyren0xtQqAcNRyFKriu87WJbCsRWDUZgH4aQZdy4FvOKWRR45CK/2KQghhBBCCCGEuE5c08VJx7E4stxgsVWhXi2gZ7+EH1mpk6aa/c6QOE5ZXayz3xmxvtJASTK3EOI6UCr6lIo+UZxSqwSkmWY4DgkCl0opQCmFNoZS0WNnf0izXibThu9/3gLf+y3Hr/bhCyGEEEIIIYS4TlzTxUmlFK1GmW5/Qr1a5Px2j2LBo+B7nNvskGaaRr3E9l6fo6tNLOuaPl0hhHha1lcbZJlmGiVMpvFs1UWP5YUqlmWRpJp2vUyp6LG126NVL2EMHHRGV/vQhRBCCCGEEEJcJ675al2SZigFYZwyHIesLdU5u9nBshTKUkRxyupSHXeW6i2EENcLx7ZZaFboDaYsL9To9MYUApfBKOTYWhNjYGs3v3njuTZbu30atRLmah+4EEIIIYQQQojrxmUtTv6zf/bPuOOOO7jrrru46667+K3f+q3L+fRPqtefUC0HbO30CHyX/miKMQbfd1EGmrUSxYJ3xY9DCCG+ES0v5Ht2B+MplqUoFX32OyN836XgOyRZxsZWl5uOL6IU7OwPqJT8q3zUQgghhBBCCCGuF8oYc9maZHq9HvV6HYDNzU1uvfVWzpw5Q6PReMJjB4MBtVqNfr9PtfrMQ2oePbMLSlEMPDCG8TTGdW3CMKZUDDiy8sTXFkKI68leZ8jWTp/bblzm7GaXxVaF3nBCpRSwsd2l4Od7KGvVAo+e2aNY8Dl+pHW1D1sIIYQQQgghxHXgsnZOHhYmAYbDYR64oPXlfIlLaGOwbYt6pcB4GjEY5wmz5aJPmhnWlutf+wmEEOI60G6UAdjvjamUfdIsAwO2bWFZFlpr+qOQNNMsLdQIfOcqH7EQQgghhBBCiOvFZd85+c53vpNbbrmFF7zgBfzCL/wCrdbX7r75/Oc/z+c+9zm2trae/osZCHyXYsFjGiYopVheqLK9P+DoalOSuYUQgsPwsBL7nRG1apGD7pilhSo7e/kI9+Fn5fmtHrVyQLtZucpHLIQQQgghhBDievG0xrrvvvtu7r///if92r333sv6+vr837/whS/wAz/wA3z4wx9+0gLl4Vj3obe//e284x3veBqHfsGDj21jDKws1tg9GIBR3HRi8Rk9lxBCfDPSWnPfg+epVgo0aiWmYYzvuYynEf3BhJNHFzi32cXzbI6tteTmjhBCCCGEEEKIZ8XTmt376Ec/+pQf+7znPY+1tTU+/OEP85a3vOWrPu6ee+6hXC6zsrLydA5lrtMbEcUpS+0qnd6YYuBRLEiYgxBCXMyyLEqlgChOUQom05hGrUhvMMGyLMbTOO+m3B/Q6Y1pzUbBhRBCCCGEEEKIK+myjnVf3FX56KOPcu+993L77bd/zb9z11138YIXvOAZFSe1Nux1RniuTZKk1CoFplFCvVp42s8lhBDf7FaX6sRxyu7+kOXZWPfqUh2lVD7yXSlQLvpkV3BXsBBCCCGEEEIIcbHLmnrwtre9jUceeQTXdXEch5/92Z/ltttuu5wv8QRppmnWigA4jkWlFMg4ohBCPImC7+K4Nr7vMBxFKEuRZhn1SoHdgyFaa1YWa0RxerUPVQghhBBCCCHEdeKyFid///d//3I+3Z9NgW1ZRHHKsbUWpzcOOLLSeHaPQQghriHtRpm9zpDAc1laqLK9N+D4kRZ7nSG7BwOWF+oEvnu1D1MIIYQQQgghxHXisqd1P6sMuI7N+mqTOMmwLIXr2Ff7qIQQ4htWo1ZCoaiVC+zuDykXPAbDkKV2lb2D0dU+PCGEEEIIIYQQ15lrujhpWYqTR9vYlsVBd0RbAhyEEOJrcmyLwHfoDiYEvovnufnnZ7OMNobhaHq1D1EIIYQQQgghxHXkmi5OAiil0NowDWOKBe9qH44QQnzDa9bLGGOolgMOuiOa9RK7ByPKpYCzm12MMVf7EIUQQgghhBBCXCeu+eIkQH84oVYtShCOEEI8BZVyAMBBd8Riu8I0jJlMIxabFbTW7HdkvFsIIYQQQgghxLPjm6I42e1PaMwSu4UQQnxtllIUAo8kzSj4HmmqadRK9AYTlFISiCOEEEIIIYQQ4llzzRcnp2GM5znY1jV/KkII8axp1Io4ts1eZ8jKUo1uf4zWmlLRp9MfX+3DE0IIIYQQQghxnbjmK3r7EoQjhBBPW7HgkWQZk2mMbVuUSwGFwCPLMmxLVmQIIYQQQgghhHh2XNPFSW0MWaZlBFEIIZ4mpRTlop93SvbGLDTLDMYhhcCjWi5c7cMTQgghhBBCCHGduKaLk5ZSHFtrXe3DEEKIa1K9WiTNMvqDKQArCzWyTCNZ3UIIIYQQQgghni3XdHESkIRuIYR4hgLfJY4zKuWA/nBKqeijlMKxr/n/axBCCCGEEEIIcY2Q30CFEOI6Vi75+J5Dp5eH4Kws1oiT9CoflRBCCCGEEEKI64UUJ4UQ4jpWrxYZjEJc12YaxjiOTaNWutqHJYQQQgghhBDiOiHFSSGEuI75nkOSZLTqJfa7o6t9OEIIIYQQQgghrjNSnBRCiOtcpRyQppokyUgzfbUPRwghhBBCCCHEdUSKk0IIcZ2rVwt0BxOa9dJ896QQQgghhBBCCPFskOKkEEJc5zzXIcs0lVLAYDjFGHO1D0kIIYQQQgghxHVCipNCCCGolAOG45BKOWAwCq/24QghhBBCCCGEuE5IcVIIIQT1apH+YEqrXiKTvZNCCCGEEEIIIZ4lV6Q4+eEPfxjbtvnZn/3ZK/H0QgghLjPXscm0RlmKZr10tQ9HCCGEEEIIIcR14rIXJ4fDIf/kn/wT3vSmN13upxZCCHEFVSsFBkMZ6RZCCCGEEEII8ey57MXJH//xH+cf/aN/RLvdvtxPLYQQ4gqqVQr0h9OrfRhCCCGEEEIIIa4jl7U4+Z73vIder8f3fd/3PeW/8/nPf57Pfe5zbG1tXc5DEUII8TS5jo3WGq1l56QQQgghhBBCiGfH0ypO3n333bTb7Sf9z7lz53jb297Gz/3czz2tA3jVq17FC1/4Qn7+53/+af09IYQQl5+kdQshhBBCCCGEeDY5T+fBH/3oR7/q1z72sY+xtbXFS17yEgD29/d517vexd7eHj/xEz/xVf/ePffcQ7lcZmVl5ekcihBCiCugXinSG0yu9mEIIYQQQgghhLhOKGOMuRJP/Na3vpUXvehF/OiP/uiTfn0wGFCr1ej3+1Sr1StxCEIIIYQQQgghhBBCiG9glz0QRwghhBBCCCGEEEIIIZ6KK9Y5+WeRzkkhhBBCCCGEEEIIIa5v0jkphBBCCCGEEEIIIYS4Kq7p4uTW1hbveMc72NrautqH8g1NrtNTJ9fqqZHr9NTIdRJCCCGEEEIIIb62a744+RM/8RPyi/+fQa7TUyfX6qmR6/TUyHUSQgghhBBCCCG+NudqvfDhqsvBYPCMn2M0Gs3/+fU8zzc7uU5PnVyrp0au01NzvV+nSqWCUupqH4YQQgghhBBCiG9gVy0QZ2Njg/X19avx0kIIIZ4FEngmhBBCCCGEEOLPctWKk1prNjc3pbNGCCG+ScnnuxBCCCGEEEKIP8tVK04KIYQQQgghhBBCCCGub9d0II4QQgghhBBCCCGEEOLaJcVJIYQQQgghhBBCCCHEVSHFSSGEEEIIIYQQQgghxFUhxUkhhBBCCCGEEEIIIcRVIcVJIYQQQgghhBBCCCHEVSHFSSGEEEIIIYQQQgghxFUhxUkhhBBCCCGEEEIIIcRV8f8HErWgUjWx2FAAAAAASUVORK5CYII=", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "palantir.plot.plot_gene_trend_clusters(ad, \"Ery\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Save results" ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "execution": { "iopub.execute_input": "2024-05-15T20:27:53.911262Z", "iopub.status.busy": "2024-05-15T20:27:53.910978Z", "iopub.status.idle": "2024-05-15T20:27:58.543790Z", "shell.execute_reply": "2024-05-15T20:27:58.542048Z", "shell.execute_reply.started": "2024-05-15T20:27:53.911245Z" }, "tags": [] }, "outputs": [], "source": [ "file_path = os.path.join(data_dir, \"marrow_sample_scseq_processed.h5ad\")\n", "ad.write(file_path)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "hide_input": false, "kernelspec": { "display_name": "annzarro_v1", "language": "python", "name": "annzarro_v1" }, "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" }, "nav_menu": {}, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": false, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": { "height": "calc(100% - 180px)", "left": "10px", "top": "150px", "width": "263px" }, "toc_section_display": "block", "toc_window_display": true }, "varInspector": { "cols": { "lenName": 16, "lenType": 16, "lenVar": 40 }, "kernels_config": { "python": { "delete_cmd_postfix": "", "delete_cmd_prefix": "del ", "library": "var_list.py", "varRefreshCmd": "print(var_dic_list())" }, "r": { "delete_cmd_postfix": ") ", "delete_cmd_prefix": "rm(", "library": "var_list.r", "varRefreshCmd": "cat(var_dic_list()) " } }, "types_to_exclude": [ "module", "function", "builtin_function_or_method", "instance", "_Feature" ], "window_display": false }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": {}, "version_major": 2, "version_minor": 0 } } }, "nbformat": 4, "nbformat_minor": 4 }