{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "8e187fb5", "metadata": { "execution": { "iopub.execute_input": "2025-05-14T17:22:41.063185Z", "iopub.status.busy": "2025-05-14T17:22:41.063007Z", "iopub.status.idle": "2025-05-14T17:22:41.068788Z", "shell.execute_reply": "2025-05-14T17:22:41.068535Z" }, "papermill": { "duration": 0.019815, "end_time": "2025-05-14T17:22:41.069645", "exception": false, "start_time": "2025-05-14T17:22:41.049830", "status": "completed" }, "tags": [ "injected-parameters" ] }, "outputs": [], "source": [ "# Parameters\n", "variable = \"oml_max\"\n", "long_name = \"Thickness of the surface Ocean Boundary Layer calculated by [CVMix] KPP\"\n" ] }, { "cell_type": "markdown", "id": "93b7f37d-9e43-4040-9650-65c9a12d6a59", "metadata": { "editable": true, "papermill": { "duration": 0.002838, "end_time": "2025-05-14T17:22:41.075679", "exception": false, "start_time": "2025-05-14T17:22:41.072841", "status": "completed" }, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "# oml_max" ] }, { "cell_type": "code", "execution_count": 2, "id": "3ef91a67-a0c0-4e7e-b89d-cc06c5fefbf5", "metadata": { "editable": true, "execution": { "iopub.execute_input": "2025-05-14T17:22:41.081826Z", "iopub.status.busy": "2025-05-14T17:22:41.081704Z", "iopub.status.idle": "2025-05-14T17:22:41.139120Z", "shell.execute_reply": "2025-05-14T17:22:41.138497Z" }, "papermill": { "duration": 0.062844, "end_time": "2025-05-14T17:22:41.141318", "exception": false, "start_time": "2025-05-14T17:22:41.078474", "status": "completed" }, "slideshow": { "slide_type": "" }, "tags": [] }, "outputs": [], "source": [ "from IPython.display import display, Markdown" ] }, { "cell_type": "code", "execution_count": 3, "id": "dce4db04-3953-4356-b4cd-7f811e6ac563", "metadata": { "execution": { "iopub.execute_input": "2025-05-14T17:22:41.152702Z", "iopub.status.busy": "2025-05-14T17:22:41.152531Z", "iopub.status.idle": "2025-05-14T17:22:41.156717Z", "shell.execute_reply": "2025-05-14T17:22:41.156364Z" }, "papermill": { "duration": 0.00966, "end_time": "2025-05-14T17:22:41.158324", "exception": false, "start_time": "2025-05-14T17:22:41.148664", "status": "completed" }, "tags": [] }, "outputs": [ { "data": { "text/markdown": [ " This notebook compares area-weighted mean and, in some cases, integral time series for oml_max in different basins." ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Dynamically generate markdown content\n", "markdown_text = f\" This notebook compares area-weighted mean and, in some cases, integral time series for {variable} in different basins.\"\n", "\n", "# Display the updated markdown content\n", "display(Markdown(markdown_text))" ] }, { "cell_type": "code", "execution_count": 4, "id": "13834ab8-5413-4cd4-8b72-d02389459983", "metadata": { "editable": true, "execution": { "iopub.execute_input": "2025-05-14T17:22:41.165477Z", "iopub.status.busy": "2025-05-14T17:22:41.165314Z", "iopub.status.idle": "2025-05-14T17:22:41.225388Z", "shell.execute_reply": "2025-05-14T17:22:41.225107Z" }, "papermill": { "duration": 0.064795, "end_time": "2025-05-14T17:22:41.226408", "exception": false, "start_time": "2025-05-14T17:22:41.161613", "status": "completed" }, "slideshow": { "slide_type": "" }, "tags": [] }, "outputs": [], "source": [ "%load_ext autoreload\n", "%autoreload 2" ] }, { "cell_type": "code", "execution_count": 5, "id": "ca374cc2", "metadata": { "editable": true, "execution": { "iopub.execute_input": "2025-05-14T17:22:41.234288Z", "iopub.status.busy": "2025-05-14T17:22:41.233680Z", "iopub.status.idle": "2025-05-14T17:22:53.213075Z", "shell.execute_reply": "2025-05-14T17:22:53.212747Z" }, "papermill": { "duration": 11.98429, "end_time": "2025-05-14T17:22:53.214109", "exception": false, "start_time": "2025-05-14T17:22:41.229819", "status": "completed" }, "slideshow": { "slide_type": "" }, "tags": [] }, "outputs": [], "source": [ "%%capture \n", "# comment above line to see details about the run(s) displayed\n", "import sys, os\n", "sys.path.append(os.path.abspath(\"..\"))\n", "from misc import *\n", "import glob\n", "print(\"Last update:\", date.today())\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 6, "id": "9f7b0baf-fc8c-42a2-8f85-394752748d3c", "metadata": { "editable": true, "execution": { "iopub.execute_input": "2025-05-14T17:22:53.224569Z", "iopub.status.busy": "2025-05-14T17:22:53.223676Z", "iopub.status.idle": "2025-05-14T17:22:53.321116Z", "shell.execute_reply": "2025-05-14T17:22:53.320815Z" }, "papermill": { "duration": 0.102353, "end_time": "2025-05-14T17:22:53.322120", "exception": false, "start_time": "2025-05-14T17:22:53.219767", "status": "completed" }, "slideshow": { "slide_type": "" }, "tags": [] }, "outputs": [], "source": [ "# figure size\n", "fs = (10,4)" ] }, { "cell_type": "code", "execution_count": 7, "id": "7a76c19e-4617-421e-9912-6e37b8b411cd", "metadata": { "execution": { "iopub.execute_input": "2025-05-14T17:22:53.329896Z", "iopub.status.busy": "2025-05-14T17:22:53.329312Z", "iopub.status.idle": "2025-05-14T17:23:02.313590Z", "shell.execute_reply": "2025-05-14T17:23:02.313307Z" }, "papermill": { "duration": 8.988788, "end_time": "2025-05-14T17:23:02.314352", "exception": false, "start_time": "2025-05-14T17:22:53.325564", "status": "completed" }, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The history saving thread hit an unexpected error (OperationalError('database is locked')).History will not be written to the database.\n" ] } ], "source": [ "# load data\n", "ds = []\n", "for c, p in zip(casename, ocn_path):\n", " file = glob.glob(p+'{}.native.{}.??????-??????.nc'.format(c, variable))[0]\n", " ds.append(xr.open_dataset(file))" ] }, { "cell_type": "code", "execution_count": 8, "id": "b0fd49de-fa27-4501-9d57-990fc8d28878", "metadata": { "execution": { "iopub.execute_input": "2025-05-14T17:23:02.324829Z", "iopub.status.busy": "2025-05-14T17:23:02.324267Z", "iopub.status.idle": "2025-05-14T17:23:02.412436Z", "shell.execute_reply": "2025-05-14T17:23:02.412131Z" }, "papermill": { "duration": 0.093346, "end_time": "2025-05-14T17:23:02.413436", "exception": false, "start_time": "2025-05-14T17:23:02.320090", "status": "completed" }, "tags": [] }, "outputs": [], "source": [ "def ts_plot(variable, ds, fs, label, reg='Global'):\n", " \"\"\"\n", " Plot time series of regional means and integrals for a given variable from a list of datasets.\n", "\n", " Parameters\n", " ----------\n", " variable : str\n", " Name of the variable to plot (prefix for \"_mean\" and \"_int\" variables in dataset).\n", " ds : list of xarray.Dataset\n", " List of datasets, each containing time series data for the specified variable with\n", " variables named as `_mean` and optionally `_int`, and with\n", " attributes 'long_name', 'units_mean', and optionally 'units_int'.\n", " fs : tuple\n", " Figure size (width, height) in inches for the plots.\n", " label : list of str\n", " List of labels corresponding to each dataset, used for the legend.\n", " reg : str, optional\n", " Name of the region to select for plotting (default is 'Global').\n", "\n", " Returns\n", " -------\n", " None\n", " Displays the plots but does not return any value.\n", "\n", " Notes\n", " -----\n", " - This function creates one or two plots:\n", " 1. A time series of the variable's regional mean (`_mean`).\n", " 2. If available, a time series of the variable's regional integral (`_int`).\n", " - The function expects each dataset to have attributes 'long_name', 'units_mean', and optionally 'units_int'.\n", " - The same region name is applied across all datasets.\n", " \"\"\"\n", " \n", " fig, ax = plt.subplots(nrows=1, ncols=1, figsize=fs)\n", " for l, i in zip(label, range(len(label))):\n", " ds[i][variable+\"_mean\"].sel(region=reg).plot(ax=ax, label=l, lw=3, linestyle=linestyle[i], color=color[i])\n", " \n", " long_name = ds[0].attrs['long_name']\n", " ax.set_title(\"{}, {}\".format(reg, long_name))\n", " ax.set_ylabel(variable+\"_mean, \" + ds[i].attrs['units_mean'])\n", " ax.set_xlabel('Year')\n", " ax.grid()\n", " ax.legend(ncol=3, loc=1)\n", " \n", " if variable+\"_int\" in ds[0]:\n", " fig, ax = plt.subplots(nrows=1, ncols=1, figsize=fs)\n", " for l, i in zip(label, range(len(label))):\n", " ds[i][variable+\"_int\"].sel(region=reg).plot(ax=ax, label=l, lw=3, linestyle=linestyle[i], color=color[i])\n", "\n", " ax.set_title(\"{}, {}\".format(reg, long_name))\n", " ax.set_ylabel(variable+\"_int, \" + ds[i].attrs['units_int'])\n", " ax.set_xlabel('Year')\n", " ax.grid()\n", " ax.legend(ncol=3, loc=1)\n", "\n", " return" ] }, { "cell_type": "markdown", "id": "502465ab-ff8d-4a56-82eb-96eb140f2fb9", "metadata": { "papermill": { "duration": 0.003058, "end_time": "2025-05-14T17:23:02.419871", "exception": false, "start_time": "2025-05-14T17:23:02.416813", "status": "completed" }, "tags": [] }, "source": [ "## Global" ] }, { "cell_type": "code", "execution_count": 9, "id": "ea77f10f-3d7e-4191-a3d1-8bcd7318125c", "metadata": { "execution": { "iopub.execute_input": "2025-05-14T17:23:02.426853Z", "iopub.status.busy": "2025-05-14T17:23:02.426606Z", "iopub.status.idle": "2025-05-14T17:23:02.618588Z", "shell.execute_reply": "2025-05-14T17:23:02.618299Z" }, "papermill": { "duration": 0.196555, "end_time": "2025-05-14T17:23:02.619556", "exception": false, "start_time": "2025-05-14T17:23:02.423001", "status": "completed" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "reg = 'Global'\n", "ts_plot(variable, ds, fs, label, reg = reg)" ] }, { "cell_type": "markdown", "id": "b8b4dc27-3be0-4973-8bdd-4a0de25e4316", "metadata": { "papermill": { "duration": 0.003612, "end_time": "2025-05-14T17:23:02.627076", "exception": false, "start_time": "2025-05-14T17:23:02.623464", "status": "completed" }, "tags": [] }, "source": [ "## PersianGulf" ] }, { "cell_type": "code", "execution_count": 10, "id": "11b61be4-fdcf-475c-a524-2a3ac8c76ecf", "metadata": { "execution": { "iopub.execute_input": "2025-05-14T17:23:02.634948Z", "iopub.status.busy": "2025-05-14T17:23:02.634792Z", "iopub.status.idle": "2025-05-14T17:23:02.791241Z", "shell.execute_reply": "2025-05-14T17:23:02.790953Z" }, "papermill": { "duration": 0.161358, "end_time": "2025-05-14T17:23:02.792056", "exception": false, "start_time": "2025-05-14T17:23:02.630698", "status": "completed" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "reg = 'PersianGulf'\n", "ts_plot(variable, ds, fs, label, reg = reg)" ] }, { "cell_type": "markdown", "id": "fa711e4f-4e29-4094-ada2-4ae38e234a82", "metadata": { "papermill": { "duration": 0.004309, "end_time": "2025-05-14T17:23:02.836836", "exception": false, "start_time": "2025-05-14T17:23:02.832527", "status": "completed" }, "tags": [] }, "source": [ "## RedSea" ] }, { "cell_type": "code", "execution_count": 11, "id": "a40d43fe-7d25-414c-8d87-79517880d35f", "metadata": { "execution": { "iopub.execute_input": "2025-05-14T17:23:02.846661Z", "iopub.status.busy": "2025-05-14T17:23:02.846473Z", "iopub.status.idle": "2025-05-14T17:23:03.005170Z", "shell.execute_reply": "2025-05-14T17:23:03.004854Z" }, "papermill": { "duration": 0.164648, "end_time": "2025-05-14T17:23:03.006124", "exception": false, "start_time": "2025-05-14T17:23:02.841476", "status": "completed" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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7W3IPA4VFfJo3b47q1atj0KBByMzMhL+/Pz744AMMGTIEy5Yt46WaMgyDpUuXwtPTU/GpBVevXsUXX3yB1q1bIzY2FsHBwbh79y62b9+O+Ph47Nixw/i8CQ4ORv/+/bFy5Urs27fP+Mw2cP/+fezevRuNGjVCo0aNjPsttce+ffvi9OnT6NKlC3r16mW0FVPs2rULr732GvLy8vDqq69iwIABSE1Nxfnz5/H9999j5MiRxnPHjx8PFxcXNGvWDC+99BLS0tKwf/9+jB07Fv/88w/WrVsn6TssTr9sKXJ8HSl9ldznjyU2Y47bt2/j5ZdfRp06dTBixAg8fvwYGzZsQJcuXbBu3Tq88cYbAAqFzeeff47ly5fjiy++gKurK+t9fvnlFxQUFGDEiBEWtaMohj7gk08+ga+vr8lzi/pHw4cPx65du7B8+XLB39/wvgbfhEtwcDD69OmDP/74AykpKQgJCQFQ+Dv98ccf6NWrF28w0RSzZs3C8ePH8eOPP6Jdu3bGYMmVK1cwevRolClTBr/++qvihUk2bdqEQYMGwcPDA/Hx8bwoohTkCkqLBChjBwBghJpy5MgRxsXFhfHw8GAePnxo3P/ff/8x7u7uTNWqVZlHjx6xXrN//37GxcWF6dmzp3GfXq9nqlevzgBgtm3bxjr/p59+Ml7/wIEDxv0PHz5kgoKCGABMt27dmF9//ZW5evUqo9PpRD/H33//zQBgXnnlFSYtLY11bOXKlQwAZsyYMaz9N2/eZPR6Pe+9JkyYwABg1q9fL3o9S5g8eTIDgJk8ebLoOYa2urq6Mvv27WMdGz9+PAOAmTFjBmv/kCFDGADM7du3jfsuX77MuLm5McHBwcylS5d417l3757x79u3bzMAmCFDhjAMwzDJyclMy5YtGY1Gw7tW0c/h7+/PXLhwgXVswIABDADm999/Z+1v06YNo9FomI0bN7L2p6amMvXr12e8vLyYx48fMwzDMGlpaYxGo2EaNWrEFBQU8K7//Plz49+9e/dmADDnzp3jnffs2TPePiHWrl3LAGAaN27MZGZmGvdnZmYy0dHRDADmt99+Y71G6Ds3h+F7K3qvC71n+fLlmbt37xr3a7VaplWrVgwA5uTJk6z9lStXZry8vJgjR46w3uvhw4dMZGQkU7p0aSYnJ8ds2xo2bMh4eHgwT58+5R3jfo8VKlRgKlSoIOszGuz8rbfeYrRaLe91Bw4cELWNp0+fMunp6bz9Z86cYXx8fJjOnTuz9su59+U+z8TQarWMh4cHA4C5fv262fPLlCnDAGD9bgbbef/993nPuvT0dCY1NdW4bbhXZs2axTovJyeH6dy5M6PRaJizZ88a9+fm5jL379/ntSMlJYWpWbMmExwczGRnZ7OOVahQgQHAdOnShXXs6dOnTGBgIBMQEMDk5+eb/axF29uzZ09m8uTJzOTJk5kJEyYwAwYMYHx9fZkKFSowx44dY73m9u3bjLu7OxMQEMD8999/rGMjRoxgADDvvvsur82W3pvvvPMO63lz+fJlxtXVlalRowbrfMPzonnz5izbSk5OZipVqsQAYNq0acN6jdx72PBMBsBMmDCB97rc3FwmLCyMiYiI4NnT/v37GQDMwIEDBb8HLoY+x/D8N0VaWprgc/XOnTtM6dKlmerVq7P2nz59mgHA9O3bl/ear776igHALF261LjPEnts06YNA4CpW7eu5Gc+wxQ+1wICAhh3d3fm0KFDvONFnxMMwzA3btzgnaPT6Zg333yTAcCcOHGCday4/bKpZyLDCN/rht9y5cqVrP1yfR2pfZXU548lNiNGUdv45JNPWMcSEhIYNzc3JigoiHnx4oVx/4cffsgAYHbu3Mk6X6fTMVFRUYyPjw/PbxTC1G9StA9ITEyU9FkMFBQUMJGRkYxGo+H5FLm5uUxISAjj7u7OPHnyhHXM8Dvs3bvX6APPnTvXeHz+/PnG44a2v/nmm6z3EPutExMTGX9/fyYsLIx58OABk52dzdSuXZtxcXFh9u/fL/pZDPYoFUM/8+mnnzIuLi5MqVKlmNOnT5t8jeEa3DY/efKEKV26NAOAWb16tcXnm8OuxJuhQ504cSLzxhtvMB4eHoxGo2F++ukn1vkfffQRA4DZtWuX4Pv16tWLcXFxMRrO0aNHGQBM69ateecWFBQwlStXFvxSDx48yFSpUsXYPoNY6NKlC7N+/Xqec9OrVy8GAHP58mXBdjVo0IAJDw+X9J08f/6cAcC8/fbbks6XihzxNmjQIN6xW7duCXaEQp3EqFGjGADMnDlzzLarqHi7c+cOU6NGDcbd3Z0nWLif48svv+QdMzxAPv74Y+O+f//9lwHAvPbaa4Lvt23bNgYAs2DBAoZhCh1VAEyLFi0EO5yi9OnThwHAc+7k0L59e+MDjstff/3FAGBiYmJY+9UUb8uXL+cdW7FiBQOAmT9/vnGf4Xv79NNPBd/PMDgSFxdntm3R0dGMj48Pk5KSYvZcSx1kMXHIMOYdFTG6devGeHp6skSEnHtf7vNMjKdPnxqfU1LEctOmTRkAzIYNG4yvd3FxYcqUKcNkZWWZfO3z588ZV1dXpkmTJoLHDfbGdWzEmDVrFgOA58AaOlUhp3Xw4MEMAObixYuSrmG4t4X+eXt7M59++inv3vv6668ZAMwXX3zBe7/k5GTGz8+P8fLyYnJzc1lttuTe9PHxERRXrVu3ZgCwjnXo0IEBwPz999+88w3Pb6mOKMMI38OGZ3Lp0qVZn68on376KQOA+eOPP1j7X3/9dQYAc/jwYUnXlyPeTGGwu6IDTwzDME2aNOE5ngZn1d/fnzVgZok9GhyzrVu3ymqv4b4fPXq0rNdxMQjUqVOnsvYXt19WUryJIebrmOqrLHn+KGkzBtsIDAwUtFnD975q1SrjvsuXLzMAmO7du7POjY+PZwAww4YNk3Rtc4OMcvoALl9++SUDgPnqq69Y+9etWyc6AFJUvOn1eqZKlSpMvXr1jMcbNGjAVKxYkdHr9bLFG8MwzPr1643++9tvvy3YPi6WijfDPynPLcM1hgwZwkyePJmZNGkS88477zDBwcEMAKZp06as56nc881hV2mT3PQXjUaDFStW8PLGT5w4AaAwH/uff/7hvU9SUhL0ej0SExPRqFEjnD17FgCMc1qK4urqipYtW+LmzZu8Y23atMF///2HY8eO4dChQzh37hyOHTuG3bt3Y/fu3Vi1ahV27NhhnNx54sQJuLu7i87lys/Px7Nnz5CcnGwMH2dlZWHu3LnYunUrrl+/joyMDFYI9eHDh2Jfl+o0btyYt69cuXIACtOrzHHy5EkAQJcuXSRf87///sPLL7+MrKws7N69G+3bt1ekjYZ7Ji0tTTCN8dmzZwBgnMDr7++P7t27Y+fOnWjYsCH69u2Lli1bolmzZrx0tDfffBNbtmxBs2bN0L9/f8TExKBFixaCcyXFOHfuHFxcXATv0ZiYGLi6uhrvY2sg93u9c+eO4PeamJgIoPB7FZsjauDNN9/Exx9/jNq1a6N///5o3bo1XnnlFUnpuVKJiopCqVKlLHrtrl27sHjxYpw+fRrPnz/nVc16/vy5sWiPnHtf7vNMjKLPDSmpJIZzDP8nJCRAr9ejdevWJlMuDeca5tgI/e5arRbA/+zJwOXLl/HDDz/g8OHDePz4Ma88stDzLigoCJUrV+btl/MsKsrKlSuNfYpOp8ODBw+wevVqTJkyBTt27MDp06fh5+cHoNAuAQjO8QgJCUF0dDQOHz6Mq1evCqYcyqFatWrw9/fn7Td8zrS0NOPxs2fPwsXFBS1btuSdb2rJFzn3sIH69euz0quK8v7772PWrFlYsmSJcd5GUlIStm3bhlq1aqFVq1biH7gYHDt2DHPnzsWJEyeQlJSE/Px81vGHDx+y0ho/+OADvP3221ixYgUmTJgAANi5cycePXqEkSNHstLLimOPzZo1k/U55PaRycnJ+OGHHxAfH49bt24hKyuLdVyKv2BJv6wESvo6ljx/LLUZU0RHRwvabNu2bbF69WqcO3fOmDZcq1YttGnTBvHx8Xjw4IHRP1iyZAkAKJIyWfT7tIR3330X3333HVauXInJkycb0zsNKZNCae1F0Wg0GDZsGCZOnGic7/7vv//i66+/tji9sX///ti/fz+WL1+Ow4cPo1WrVsbK9ErTuXNn7NmzB8OGDcPff/9tfPaaouiSYb6+vqhatSrGjRuHcePGwd3dvdjni2FX4s1w42VlZeH48eMYNmwY3n//fVSsWJHl1BrWl/jhhx9Mvl9mZiaAwgnOAETzz01VW3NxcUGrVq2MnRDDMNi7dy+GDBmCPXv2YNGiRRgzZoyxXQUFBWbnYGRmZiI0NBRarRbt2rXDP//8gzp16uCNN95AeHi48QecOnVqsSbSFpeic/MMGHLSpUyONkzml7N8wPXr15GSkoKGDRuadFTlttFwz+zdu5dXbKQohnsGADZs2ICZM2di3bp1mDRpEgDAy8sLr7/+OmbNmmUUFX369EFcXBxmz56NX375BYsXLwZQKIBmzJhhVoAChfdoSEiIoPG6ubkZ539ZC7nf66ZNm0y+X9HvVYxx48YhLCwMCxcuxNy5c/Hjjz9Co9EgJiYGP/zwA6Kjo+V8BEEsraw4b948jBkzBsHBwejYsSPKly8PHx8faDQa49zDorYq596X+zwTIzQ0FB4eHsjPz8f9+/dRpUoVk+cbivoYnHVL2pyQkGCyKE3RNp88eRLt2rVDQUEB2rdvjx49eiAgIAAuLi74999/sX37dsHnndC9CMh7Fonh6uqKChUqYNKkSbh+/TrWrl2L+fPnGx18Q98hdt8YvjvDecVBzuc09bwQa6vce9jc+wFApUqVjA7P7du3UbFiRaxcuRL5+fmKOKNCbN26Ff369YOXlxc6duyIypUrw9fX11hI5dChQ7zP8cYbb+Djjz/G8uXLMX78eGg0GqPT/P7777POLY49yn2+yLG5tLQ0NGnSBLdv30bTpk0xePBghISEwM3NDWlpaZg7d64kf8GSfrm4KO3rWPL8scRmzGHOp+Q+F0aOHIlDhw7hl19+weTJk/Ho0SPExcWhQYMGaNq0qUVtKErRPuDhw4eCg16mqFChAjp27Ig9e/bgzz//RGxsLG7evImDBw8iKipK0vyvoUOHYtKkScbKlK6urqz5upbQr18/4/uNGjWKN2dQKRYtWoQffvgBixYtQqtWrfD333+jUqVKJl9jKOonFbnni2FX4s2Ar68vOnbsiLi4ODRq1AiDBg3Cf//9ZxwNNnRyL168QEBAgNn3M5zPrZRm4MmTJ5LbptFo0KlTJ3zzzTd49913sX//fqN4CwwMhF6vR0pKiqT32r59O/755x8MGTIEq1atYh17/PixIhPxbYmheMbDhw9Ro0YNSa/p3r07qlevjokTJ6Jdu3bYu3evrEmuYhjugblz52L06NGSXuPt7Y0pU6ZgypQpuH//Pg4fPoxVq1bh119/xZ07d1iFO2JjYxEbG4usrCycOnUKcXFxWLRoEWJjY3Hu3DnUrFnTbPtSUlKg1Wp5nUtBQQGeP38u6V63Nobvdfv27ejRo0ex32/w4MEYPHgw0tLScPz4cWzduhUrVqxAp06dcPXqVaNgdnFx4Y22GxCriAlIi0hxKSgowOTJkxEREYGzZ8/yIhOGkfqiyLn35T7PxHBzc0OzZs1w5MgR7Nu3z6R4u3btGh4+fAhPT0/jIEnRNpvD0OaxY8eaXBeoKN988w1ycnIEO6/p06cLlpC2Js2aNcPatWtZ0RbD53zy5IngmniPHz9mnQdYfm/KwdTzQqg/s+QeNmDOZj744AP8+eefxsIlhrVRpZa8lstXX30FDw8PnD59mvdcHTFiBK+gElD4LB86dCjmzJmDvXv3olq1avjrr7/QvHlz1KtXj3VucexR7vOlqM2ZqzS4fPly3L59G5MnT+ZFm06cOCF5LVw5zyZDgTChtbmAwu9IbNChKEr7OpY8f+TajBTM+ZTc76ZPnz6IiIjA8uXL8eWXX2L58uXQ6XS8AQRLcXNzQ/PmzXH48GHs379ftngDCqNre/bswfLlyxEbG4vly5eDYRi88847vIJxQpQpUwZdunQxFljr3LlzsQYKnj9/jnfeecfo/48dOxYxMTGKZuQY0Gg0WLhwIby9vTFnzhy0bt0a+/fvR/Xq1RW/VnGx66UC6tevj+HDh+PBgwf48ccfjfubN28OADhy5Iik9zGM2As91HU6HY4ePSq7bYZQedEwdfPmzZGammqydHhRbty4AaCwQhUXobY6Gobfac+ePbJeN2HCBMyZMwfnzp1DTEyMIhEnufcMl3LlyuHNN9/Enj17ULVqVRw+fFhQpPv6+qJdu3aYM2cOJk6ciLy8POzevdvs+zds2BB6vR6HDx/mHTt8+DB0Op0ikSfDiFVxohVFKe73KkZQUBC6du2KZcuWYejQoUhOTmZdIzg4GE+fPjWmxxRFaFmR4vD8+XOkpaWhRYsWPKc3MzNTMJ1Vzr2v5Hf47rvvAgBmz55tcqmRr7/+GgDw1ltvGStNNm3aFC4uLjhy5Aiys7NNXqfouVK5ceMGQkJCBEcd7eF5Z0i/LLosR8OGDQFAcE3PtLQ0/Pvvv/Dy8mKJCGvcm9HR0dDr9YJ9l1BbLbmHpRIbG4sKFSpgxYoV2L17N27evInXX39dkQqcQty4cQO1atXiCTex78PAyJEjjRG3ZcuWQa/XC0YH1XqmCSHnOaGUvyDnmobf8P79+4LtkToYYUnbTfVVljx/5NqMFM6ePSu4tIjh/QzPDwPu7u5499138eDBA8TFxWH58uXw8/PDwIEDLbq+EIbUxlmzZpl9jgtFO3v06IGIiAjExcUZU8pdXV0xbNgwyW149913kZ6ejvT0dGOfZAkMw2Do0KF4+PAh5s2bh7lz5+LRo0cYOnSoKksEGJg9eza++OILPHz4EG3atMHFixdVu5al2LV4A4Avv/wSXl5emDVrlrFzHTVqFNzd3TF27FjBUv75+fkso27RogWqV6+Ow4cP80Z3FyxYIDjf7c8//8SWLVsEO+DMzEz89NNPAIDWrVsb948dOxZAYclVobVgsrKyjPnmAIzlbw8cOMA679atW/j88895rzdgam0ue2LkyJFwc3PDtGnTeHNfAIiuxQYUfpc///wzLl26hLZt2xpHuC2lcePGaNWqFbZs2YIVK1YInnPx4kWjUHz27JngmhtZWVnIyMiAq6urMZ1p//79go6yYVROyoK/hgfjhAkTWA/c7OxsjB8/HkDhQprFxRDFFOqMLaFnz56oXLkyfv75Z8THxwuec+LECbOdCFBoc0IjvIbfpOj32KxZMxQUFBjXujOwatUq4xqNSlGqVCn4+Pjg9OnTrDQcrVaLMWPG4Pnz57zXyLn35T7PTPHmm28iJiYGN27cQL9+/XjzwXQ6HSZNmoR169ahTJkyRhEHFC6P0r9/fzx69Aiff/45r3PMzMw0pgGVKlUKb775Jk6fPo2vv/5a8He7efMmbt++bdyOiopCSkoKryz3L7/8InuAR2lSU1ON91JRcTlo0CC4u7tj/vz5RgfUwFdffYX09HQMGjSINSfMGvemIQ3piy++YM0bTElJYZVHN2DJPSwVFxcXjBgxAk+fPjU6akpFEoSIiopCYmIiK0LMMAymTp2KK1euiL6uSpUq6NixI3bs2IGlS5ciKCjIWMq9KEraozmGDBmCgIAALFy4UPDeKPqcEPMXzp07h+nTp0u+ppxnU40aNRAQEIDt27ezBlFzcnIkZ7CYarspX8dUX2XJ80euzUjhxYsXvLXbTp8+jbVr1yIwMBC9e/fmvWbEiBFwdXXFyJEjcf/+fbz55puC8+YsZcCAAejcuTMSExPRs2dPQd8pPz8fP//8s+Aaam5ubhg6dCgKCgowcOBAPH78GLGxsYLrxYkRGxuLbdu2YevWrejevbvFn2XOnDnYtWsX+vfvj3feeQfvvvsu+vfvj/j4eMXXj+TyzTff4Ntvv8XTp08RExNj1ZoDUrDLtMmivPTSSxgxYgTmzp2L77//HtOnT0eNGjWwYsUKDBs2DLVr18arr76KatWqQavV4t69ezhy5AjCw8ONDyaNRoNffvkFHTt2RN++fY3rvJ0/fx779u3Dq6++ij///JN13WvXrmHs2LEIDg5Gq1atULVqVbi5ueHBgwfYtWsX0tLS0KxZM4waNcr4mvbt22PGjBmYMGECqlatiq5du6JixYrIzMzE3bt3cejQIbRs2dJ4re7du6NKlSr48ccfcenSJTRs2BD37t1DXFwcYmNjce/ePd73YXCo1Mr5VZJatWph4cKFeP/999GgQQPjejLPnz9HQkICAgMDeQ/zonzwwQfw9PTEe++9hzZt2mD//v2SJpCKsW7dOrRr1w7vvPMO5s2bh2bNmiEoKAgPHjzAhQsXcOnSJZw4cQKlSpXCw4cP0bx5c9SsWRPR0dEoV64c0tPTERcXhydPnmDUqFHGlJqPP/4Yd+7cQdu2bREVFQUPDw+cOXMGf//9N8qXL4/+/fubbdvAgQOxfft2bNy4EbVr10avXr2Mc1Fu376N119/HW+++abFn91ATEwMXFxcMGHCBFy8eNE4siq0WLMU3N3dsWXLFnTu3BmxsbFo0aIFGjRoAB8fH9y/fx8JCQm4desWHj9+bLYIRv/+/eHl5YWWLVsiKioKDMPgyJEjSEhIQHR0NCvffvTo0Vi5ciVGjhxpvC/Onz+P48ePo1u3boiLi7Po8wjh4uKC0aNHY8aMGahbty569uyJ/Px8HDhwACkpKYiJieHdx3LufbnPM1O4urrijz/+QL9+/RAfH49KlSoZIyMpKSnGuUlRUVHYuXMnb67HggULcOnSJSxYsAD79+9Hp06d4OHhgdu3b2PPnj3YsWOHUdwsWLAAiYmJmDRpEtasWYOWLVuidOnSePToEa5evYqEhASsX78eFStWBFC4dtOePXvQsmVLvP766wgMDMTp06dx9OhR9OvXD5s3b1bg1zLPtm3bjAtLGwqW7Ny5E8nJyWjSpAlLeERFReGnn37Chx9+iOjoaOM6b4cOHcKJEydQo0YNzJw5k/X+1rg3BwwYgA0bNmDHjh2oU6cOevbsCa1Wi82bN6NJkya8AUlL7mE5vPPOO5gyZQoeP36MevXqGaM7cjl69KjowtbR0dEYPXo0xo4di/fffx/R0dHo27cv3N3dcezYMVy5csVYZEqMkSNH4q+//sLz588xevRoY9S5KEraoznCwsKwbt069OvXD61bt0bXrl1Rt25dvHjxAhcuXMCDBw+MAmTw4MH44YcfMHbsWBw8eBBVq1ZFYmIi4uLi0KdPH2zYsEHSNeU8m9zd3TFu3DhMmTIFDRs2RO/evVFQUIC9e/ciMjJSskNvia9jrq+S+/yRazNSaN26NZYvX45Tp07hlVdeMa7zptfrsWTJEsG027Jly6Jbt27GQILSc0NdXFywadMmvPXWW9i+fTsqVaqE9u3bo2bNmnB1dcXdu3exf/9+PHv2DJ988ongewwfPhwzZ840DlKYK1TCxdXVFT179izW50hISMCECRNQuXJl4/xUoLDAS0JCAiZOnIjWrVsrMldQjIkTJ8LHxwdjx45Fu3btsHv3brz88suqXU8WkutSqgggvM6bgSdPnjA+Pj6Mj48Pq9TvhQsXmCFDhjDly5dnPDw8mODgYKZ27drMe++9J7gGxOnTp5nOnTszfn5+jJ+fH9O+fXvm+PHjgmVKnz17xvzyyy9M//79mZo1azJBQUGMm5sbExYWxrRt25b5+eefmby8PMH2HjlyhHnttdeYMmXKMO7u7kxYWBhTv359ZuzYsUxCQgLr3Hv37jEDBw5kIiMjGS8vL6ZWrVrMzJkzGa1WK1i61lACl1tqVSpylgoQK/Ur1C5TZeuPHz/O9OnThwkPD2fc3d2ZMmXKMJ07d2Y2bdpkPIe7zltR1qxZw7i6ujJRUVHMrVu3WJ9DqLSsqfdKT09nvv32WyY6Oprx9fVlvLy8mKioKKZr167MkiVLjCWjU1NTmalTpzIxMTFMZGQk4+HhwURERDBt2rRh1q1bx1o+YMOGDUz//v2ZKlWqML6+voy/vz9Tu3ZtZuLEiUxSUpLgdyiETqdjfv75Z6ZRo0aMt7c34+3tzURHRzMLFiwQXF/QkqUCGKbw+zSsa8e1PVPvaa5E8eeff87Url2b8fb2Znx9fZkqVaowffv2ZdasWSO4rhqXRYsWMb169WIqVqzIeHt7M8HBwUyDBg2YmTNnCpZjPnbsGNO6dWvG29ub8ff3Z7p27cqcP3/eZDl2U6Wgza2fM3v2bKZmzZqMl5cXU7p0aWbQoEHMnTt3in3vG5D7PDOFXq9nNmzYwHTr1o2JiIhg3N3dmeDgYKZFixbMrFmzTC4FkJmZyXzzzTdM3bp1GW9vb8bPz4+pWbMmM2bMGN4yC3l5ecz8+fOZl19+mQkICGA8PDyYcuXKMe3atWN+/PFH1nqIDMMwO3fuZJo1a8b4+fkxgYGBTMeOHZlDhw6JPnMsKbsvhthSAf7+/kyTJk2Y77//XrS89p49e5iOHTsyQUFBjIeHB1O5cmXm008/Za17VxQl702x+ysvL4+ZOnUqU7FiRcbDw4OpUKECM3HiRCY3N1fw/eTew6aeo0IY1rtcuHChpPOLYvj9Tf0rurbaypUrmfr16zM+Pj5MaGgo06tXL+bChQtm74mCggImLCyMAcSX9DEgxx7llibncunSJeatt95iIiMjGXd3d6ZUqVJM69atmSVLlrDOu3z5MtO9e3cmPDyc8fHxYaKjo5lly5aJ/lZKPJv0ej0zc+ZMplKlSoy7uztTrlw55tNPP2WysrJkLRUg19dhGNN9FcPIf/7ItRkxin7fV69eZXr06MEEBQUx3t7eTIsWLZg///zT5Ou3b99uLA8vFzlL2uzZs4cZMGAAExUVxXh5eTGenp5MxYoVmQEDBjC7d+82+VrD0gply5YVXOvWQNGlAqS23dxSAWlpacbfiOszM0zhWnoeHh5MxYoVBdfGs3SpADFfavHixYxGo2H8/PyYgwcPsq4htf+Re745NAyjYuIooTjz5s3DRx99hIsXLwpOoCcIgiAIa6LX61G5cmU8e/YMjx49ssviSkBhKl3VqlXRsmVLwfnFBGENJk2ahK+//hq//PKLrLlkQOF8upiYGMHCNUQhbdu2xaFDh1SdF2dr7H7OG8Hm0KFD6NGjBwk3giAIwi7YuHEj7ty5g8GDB9utcAMKy/8zDMOa7kAQ1iQ9PR2LFy9GaGgoBgwYYPH7TJ06FRqNRnIlb2fn+fPnxnoQ9lAAS23sfs4bweaPP/6wdRMIgiAIAt988w1SUlLwyy+/wM/Pz7g+nj1x9+5drFmzBomJiVizZg0aNmyIfv362bpZRAlj586dOH36NOLi4vDs2TP8+OOPgnMuzREVFcVapDosLEzJZjosPj4+qi3ebY9Q2iRBEARBELLRaDRwd3dH7dq1MXv2bLRr187WTeJhSDPz9fVFq1atsGjRImP1Q4KwFkOHDsXq1asRERGBd999F1OnTpW0bhpBCEHijSAIgiAIgiAIwgEg2U8QBEEQBEEQBOEAkHgjCIIgCIIgCIJwAEpswRK9Xo9Hjx7B398fGo3G1s0hCIIgCIIgCMJGMAyDjIwMREZG2vWcxBIr3h49eoRy5crZuhkEQRAEQRAEQdgJ9+/fR9myZW3dDFFKrHjz9/cHUPgDWXtdGq1Wi7/++gudOnWCu7u7Va9NEM4I2RRBKAfZE0EoC9mUY5Ceno5y5coZNYK9UmLFmyFVMiAgwCbizcfHBwEBAWTEBKEAZFMEoRxkTwShLGRTjoW9T6ey34ROgiAIgiAIgiAIwgiJN4IgCIIgCIIgCAeAxBtBEARBEARBEIQDQOKNIAiCIAiCIAjCASixBUsIgiAIgiAIwh7Q6XTQarW2boZT4u7uDldXV1s3QzFIvBEEQRAEQRCEDWAYBk+ePEFaWpqtm+LUBAUFISIiwu4rSUqBxBtBEARBEARB2ACDcCtVqhR8fHycQlzYEwzDIDs7G0lJSQCAMmXK2LhFxYfEG0EQBEEQBEFYGZ1OZxRuoaGhtm6O0+Lt7Q0ASEpKQqlSpRw+hZIKlhAEQRAEQdghDx48wP79+ymlzkkxzHHz8fGxcUucH8N37AzzCkm8EU5NVlYWhg8fjmrVqmHMmDHIy8uzdZMIgiAIwiynTp1CrVq10KFDBzRo0ABPnz61dZMIlaBUSfVxpu+YxBvh1KxevRrLly9HYmIi5s2bhy1btti6SQRBEARhluXLlyMjIwMAcPfuXWzdutXGLSIIwh4g8UY4Nf/884/JbYIgikdcXBwmTpyIY8eO2bopBOFUPHnyhLVNkTeCIAASb4STw02TdIZcZ4KwF7Zt24bu3btj+vTpaN26Nc6ePWvrJhGE05Cfn8/apv6LcDQyMzPx0UcfITIyEl5eXmjQoAF+//133nlarRZz5sxB3bp14e3tjaCgILRo0QLHjx83npOVlYX+/fujevXq8Pf3h6+vL2rXro1vvvkGWVlZ1vxYNoeqTRJODbfzKygosFFLCML52LZtm/FvvV6PuLg4REdH265BBOFEUP9FODp9+vRBQkICZsyYgWrVqmHdunUYMGAA9Ho9Bg4cCKCw4mbv3r1x9OhRfPbZZ2jRogWysrJw5swZlijTarVgGAbjxo1DxYoV4eLigsOHD2PatGk4ePAg9u3bZ6uPaXVIvBFODUXeCEI9DPNxDGRmZtqoJQThfHD7K+q/CEciPj4ee/fuNQo2AIiJicHdu3fx6aef4o033oCrqyvmz5+P3bt349ixY2jevLnx9bGxsaz3CwoKwoYNG1j7OnTogLy8PHz//fe4desWKlWqpP4HswNIvBFODaWdEIR6UGSAINSD+q+Sh16vR3Jysq2bIUhoaChcXKTPttq6dSv8/Pzw2muvsfa//fbbGDhwIE6dOoUWLVpg7ty5aN26NUu4ySE8PBwA4OZWciRNyfmkRImEIm8EoR7kXBKEetDgSMkjOTkZpUqVsnUzBElKSjIKJSlcunQJNWvW5ImqevXqGY+XK1cOd+7cQffu3TFx4kT88ssvSE5ORvXq1fHZZ59hyJAhvPdlGAY6nQ7Z2dk4fvw4Zs+ejQEDBqB8+fLF+4AOBIk3wqkh55Ig1IPsiyDUg9ImCUcmOTlZMI0xJCTEePzhw4cACpd1Klu2LBYsWIDAwEAsW7YMQ4cORX5+PoYPH856/YYNG4xpmEBhJG/p0qUqfhL7g8Qb4dRQ5I0g1IMiAwShHmRfhKNjamFsjUYDvV4PAMjNzUV8fDwqVKgAAOjYsSMaN26MadOm8cRb586dkZCQgIyMDJw4cQIzZ85EcnIytm7dKiut05EpGZ+SKLFQ50cQ6kGRN4JQD7IvwpEJDQ0VnL+XkpICoDACFxoaCgCoUaOGUbgBhcKuc+fOePDgAZKSklivDw4ORuPGjRETE4OJEydi6dKl2LFjB7Zv367ip7EvKPJGODXU+RGEenDtiQZHCEI5yL5KHqGhoTyxYi8YhJZU6tati/Xr16OgoIA17+3ixYsAgDp16qBy5crw8fERfD3DMABgNprWtGlTAMD169dltc+RIfFGODWUNkkQ6kGDIwShHmRfJQ8XFxdZRUHsmd69e2PZsmX4448/8MYbbxj3r169GpGRkWjWrBlcXV3Rs2dPbN68GXfu3EFUVBSAQuH2559/onLlyggLCzN5nQMHDgAAqlSpotpnsTdIvBFODXV+BKEeZF8EoR6U9k84Ml26dEHHjh0xcuRIpKeno0qVKli/fj3+/PNP/Pbbb3B1dQUAfP3119i9ezdeffVVTJkyBQEBAVi+fDnOnz+PjRs3Gt9vyZIlOHLkCDp16oRy5cohKysLR44cwfz589GiRQv07NnTVh/V6pB4I5wairwRhHqQc0kQ6kGDI4Sjs2XLFnzxxReYNGkSUlJSUKNGDaxfvx79+/c3nlO5cmUcOXIE48ePx3vvvQetVosGDRpgx44d6Natm/G8unXrIi4uDhMmTMDz58/h5uaGqlWrYuLEiRg3bhyt80YQzgI5lwShHuRcEoR60Jw3wtHx8/PD3LlzMXfuXJPn1alTB3FxcSbPadGiBXbu3Klk8xwWu6o2efToUXTt2hXBwcHw9vZG1apV8fXXX7POOXv2LDp06AA/Pz8EBQWhT58+uHXrlo1aTNg7FHkjCPWgwRGCUAedTmcso26A+i+CIAA7Em/r1q1DmzZtEBgYiF9//RXx8fH4/PPPjdVmAODatWto27Yt8vPzsXHjRqxYsQLXr19Hq1at8OzZMxu2nrBH9Ho9z5mkzo8glIMibwShDlzbAmhwhCCIQuwibfLhw4d47733MGLECCxcuNC4PyYmhnXepEmT4Onpibi4OAQEBAAAGjVqhKpVq2LWrFmYOXOmVdtN2DdCnR85lwShHCTeCEIdhGyJ7IsgCMBOIm/Lly9HVlYWPv/8c9FzCgoKEBcXh759+xqFGwBUqFABMTEx2Lp1qzWaSjgQJN4IQj0YhqE5OQShEhR5IwhCDLuIvB0+fBghISG4du0aevbsiUuXLiEkJAR9+vTB999/j4CAANy8eRM5OTmoV68e7/X16tXD3r17kZubCy8vL8Fr5OXlseY/paenAyh05q3t0BuuR0JCXbKysnj7bPF7E+pDNmV9hJzL/Px8+g2cALIn2yPUf5F9OS5iNqXVasEwDPR6PW+OI6Eser3eOOhoWKaAi6PYl12It4cPHyI7OxuvvfYaJkyYgJ9++gkJCQmYPHkyLl26hCNHjiA5ORkAEBISwnt9SEgIGIZBamoqypQpI3iN6dOnY+rUqbz9f/31l+jq7mqzd+9em1y3pGC4Z4qSnZ2N+Ph4G7SGsAZkU9YjJyeHty81NZXsy4kge7IdSUlJvH1paWlkXw4O16bc3NwQERGBjIwMwQExQjny8vKQk5ODw4cPi0axs7Ozrdwqy7AL8abX65Gbm4vJkydj/PjxAIC2bdvCw8MDH330Efbv328UWBqNRvR9TB2bMGECxo0bZ9xOT09HuXLl0KlTJ1YapjXQarXYu3cvOnbsCHd3d6teuyRx+/Zt3j6NRoOuXbvaoDWEmpBNWZ+UlBTePi8vL7IvJ4DsyfYkJiby9nl6epJ9OShiNqXT6XDr1i24uLhY3RctaSQnJ8Pb2xvt27cXjbwZsvLsHbsQb6GhoUhMTETnzp1Z+7t06YKPPvoIZ8+eNa6cLhRNSUlJgUajQVBQkOg1PD094enpydvv7u5us87JltcuCQilIGi1WvrOnRiyKetRtBKwgYKCAvr+nQiyJ9shZF86nY5+DweHa1Pu7u4IDg7G8+fP4eLiAh8fH5OBCEI+DMMgOzsbz58/R3BwsOj0KgAOY192Id7q1auHkydP8vYbHl4uLi6oXLkyvL29cfHiRd55Fy9eRJUqVUz+IETJgwqWEIR6CNkSFVQgCGWgapMlh4iICADCqbKEcgQFBRm/a0fHLsRb3759sXTpUuzevRsNGzY07jfkdjdv3hxubm7o3r07tmzZgu+//x7+/v4AgHv37uHAgQMYO3asTdpO2C/cBboB6vwIQilocIQg1IOqTZYcNBoNypQpg1KlStEzVCXc3d1FUyUdEbsQb506dUL37t0xbdo06PV6NG/eHKdPn8bUqVPRrVs3tGzZEgAwdepUNGnSBN26dcP48eORm5uLSZMmISwsDB9//LGNPwVhbwh1foaqTi4udrFKBkE4LORcEoR60OBIycPV1dWpBAahHnbjwW7YsAEfffQRli5dii5dumDRokUYO3YsNm/ebDynRo0aOHjwINzd3dGvXz8MHToUVapUweHDhxEeHm7D1hP2iFDkDaAOkCCUgJxLglAPSksmCEIMu4i8AYC3tzdmzJiBGTNmmDyvUaNG2Ldvn5VaRTgyYmV3tVqtYPEagiCkQ+KNINSD7IsgCDHsJvJGEEpjSrwRBFE8KG2SINSD7IsgCDFIvBFOC6VNEoR6UGSAINSDqk0SBCEGiTfCaRGLvNHoJUEUHyH70uv1gusrEgQhD7GCWzqdzgatIQjCniDxRjgtFHkjCPWgwRGCUA+yL4IgxCDxRjgtNOeNINSD7Isg1EPMjsi+CIIg8UY4LRR5Iwj1oMgAQagH2RdBEGKQeCOcFooMEIR6kH0RhHqQfREEIQaJN8JpocgbQagHRQYIQj3E+imyL4IgSLwRTgs5lwShHjQnhyDUgyJvBEGIQeKNcFqo8yMI9SD7Igj1oMFHgiDEIPFGOC2UNkkQ6kHOJUGoBw2OEAQhBok3wmmhzo8g1IPsiyDUg+a8EQQhBok3wmmhyBtBqAdF3ghCPWhwhCAIMUi8EU4LOZcEoR7kXBKEelD/RRCEGCTeCKeFIm8EoR4k3ghCPaiaK0EQYpB4I5wWci4JQj0oMkAQ6kH2RRCEGCTeCKeFIm8EoR40OEIQ6kH2RRCEGCTeCKeFOj+CUA+KDBCEelC1SYIgxJAl3nJzc7F06VJcvXpVrfYQhGJQ5I0g1IMGRwhCPci+CIIQQ5Z48/LywujRo5GUlKRWewhCMSgyQBDqQc4lQagH9V8EQYghO22yUqVKePLkiRptIQhFIeeSINSD0roIQj2o2iRBEGLIFm9jxozBjBkzkJ6erkZ7CEIxKG2SINSDBkcIQj0o8kYQhBhucl9w+fJlPH/+HFFRUWjXrh3KlCkDjUZjPK7RaDB37lxFG0kQlkDOJUGoBzmXBKEe1H8RBCGGbPG2YMEC499btmzhHSfxRtgLFHkjCPUg55Ig1IPSkgmCEEO2eNPr9Wq0gyAUhyIDBKEeJN4IQj3IvgiCEIPWeSOcFoq8EYR60OAIQagH2RdBEGJYLN727NmDCRMmYPjw4bh37x4AICEhAc+ePVOscQRRHGjkkiDUg+yLINSDqk0SBCGG7LTJ7Oxs9OzZE/v37zcWKhk5ciTKly+PWbNmoVy5cpg1a5biDSUIuVDkjSDUgyIDBKEeZF8EQYghO/L2xRdf4PTp0/jjjz/w4sULMAxjPNapUyfs27dP0QYShCXodDrR+Zkk3gii+FDkjSDUg+yLIAgxZEfeNm3ahK+//hq9e/eGTqdjHStfvrwxhZIgbIlYxwfQyCVBKAE5lwShHpQ2SRCEGLIjb8+ePUPt2rWF38zFBTk5OcVuFEEUF7GUSYA6P4JQAkrrIgj1IPsiCEIM2eLtpZdewsWLFwWPXbhwARUrVix2owiiuJiKvJF4I4jiQ5E3glAPsi+CIMSQLd769OmDb7/9FufOnTPu02g0uHv3Ln788Ue89tprijaQICyBIm8EoS4UGSAIdTA1Z5vsiyAI2eJt8uTJiIyMRNOmTdG4cWNoNBq8/fbbqFOnDkqVKoXx48er0U6CkAVF3ghCPRiGoTk5BKESpmyI7IsgCNnizd/fH8ePH8fXX38NPz8/VK5cGT4+PpgwYQIOHz4Mb29vNdpJELKgyBtBqIdOp2NVGi4K2RdBFA8quEUQhClkV5sEAG9vb4wfP56ibITdQp0fQagH2RdBqAdljhAEYQrZkbdKlSrh/PnzgscuXbqESpUqFbtRBFFcKPJGEOpBziVBqIcpG6LBEYIgZIu3O3fuiDrGubm5uHv3brEbRRDFhZxLglAPirwRhHpQ/0UQhClkizegsLqkELdu3YK/v3+xGkQQSmAvnR/DMFi1ahU++eQTnD171mrXJQg1sRf7IghnhAZHCIIwhaQ5b6tXr8bq1auN2yNHjkRAQADrnJycHJw/fx5t2rRRtoUEYQH2kja5YMECjB49GgAwb9483LhxA+XLl7fa9QlCDUi8EYR6ULVJgiBMISnylp2djWfPnuHZs2fQaDRIS0szbhv+abVavPHGG1iyZInabSYIs9jLyOX27duNf2u1WuzZs8dq1yYItbAX+yIIZ4TsiyAIU0iKvI0cORIjR44EAFSsWBF//PEH6tevr2rDCKI42EvkLTMz0+Q2QTgiFHkjCPUg+yIIwhSylwq4ffu2Gu0gCEWxl86PKyJNiUqCcBQoMkAQ6kHVJgmCMIVFBUvy8vKwZMkSDBgwAB07dkRiYiKAwhSxW7duyX6/gwcPQqPRCP47efKk8byhQ4cKnlOjRg1LPgbhxNhL5I3bDlNOL0E4CvYyOEIQzgjZF0EQppAdeXv+/DliYmJw+fJlRERE4OnTp8jIyAAAbNu2DXv27MHChQstasx3332HmJgY1r46deqwtr29vfH333/z9hFEUeyl8+O2gyJvhDNgL/ZFEM4IRbYJgjCFbPH22WefIS0tDadPn0a9evXg4eFhPBYTE4OZM2da3JiqVauiefPmJs9xcXExew5BmBJJ1uz8KPJGOCPkXBKEelC1SYIgTCFbvMXFxWHmzJmIjo6GTqdjHStbtiwePHigWOMIwlLsJTJAkTfCGSHnkiDUgwZHCIIwhWzxlp6ejgoVKgge02q1xXqwfPjhh+jfvz98fHzw8ssv46uvvkLLli1Z5+Tk5CAiIgLPnj1DmTJl0KtXL0ybNg0hISEm3zsvL4/lOKenpxvbbG1nw3A9cnLUIycnR/SYNX9zrljLzc2l310FyKasS3Z2tugxWzxTCWUhe7ItpuwrPz+ffhcHhGzKMXCU30e2eKtYsSJOnDiBdu3a8Y79888/qF69uuxGBAYGYsyYMWjbti1CQ0Nx48YN/PDDD2jbti127dqFzp07AwDq16+P+vXrG+fBHTp0CD/++CP279+PhIQE+Pn5iV5j+vTpmDp1Km//X3/9BR8fH9ltVoK9e/fa5LolgStXrogey8vLQ3x8vFXawRWRN2/etNq1SyJkU9bhn3/+ET2WmppK97iTQPZkG06fPi16jOzLsSGbsm9MDZzYE7LF25tvvomZM2eiTp06iI2NBQBoNBokJCRg7ty5+OKLL2Q3omHDhmjYsKFxu1WrVujduzfq1q2Lzz77zCjexo4dy3pdx44d0bBhQ/Tr1w/Lli3jHS/KhAkTMG7cOON2eno6ypUrh06dOiEgIEB2m4uDVqvF3r170bFjR7i7u1v12iWFw4cPix7T6XTo2rWrVdrBjUSXKlXKatcuSZBNWZeUlBTRY56ennSPOzhkT7bl6dOnose8vLzIvhwQsinHwJCVZ+/IFm+ff/45jh07ht69eyM4OBgA0LlzZyQnJ+PVV1/FmDFjFGlYUFAQunXrhsWLFyMnJ0e0omTv3r3h6+vLWlJACE9PT3h6evL2u7u728yQbHltZ8dU+q5er4erqytcXCxaKUNWG/R6PWufVqul31xFyKasA/e+LopOp6PfwEkge7IN3HoC3GP0mzguZFP2jaP8NrLFm7u7O+Lj47Fhwwbs2rULT58+RVhYGLp164b+/fsr6hAzDAOgMLJn7jy1HXHCsTBX1bGgoIBVKVUNhIqTULVJwhmwl4JABOGMUEEggiBMIVu8AYViqn///ujfv7/S7TGSmpqKuLg4NGjQAF5eXqLnbd68GdnZ2bR8AMHCXFVHrVarungTcnCp2iThDFA1PIJQD7IvgiBMYZF4U5qBAweifPnyaNy4McLCwpCYmIjZs2fj6dOnWLVqFQDg7t27GDhwIPr3748qVapAo9Hg0KFD+Omnn1C7dm28++67tv0QhF1hLsJljdFLirwRzoo9Rd7OnTuHGzduoFOnTggMDLTqtQlCDezJvgiCsD9kizedTof58+dj7dq1uHv3LnJzc1nHNRoNXrx4Ies969Wrhw0bNmDx4sXIzMxESEgIWrZsiTVr1qBJkyYAgICAAJQuXRpz5szB06dPodPpUKFCBYwePRoTJ06Er6+v3I9CODFSIm+2aANF3ghnwF6cy02bNqF///7Q6/WIiorCpUuXqC8gHB5KmyQIwhSyxdv48eMxe/ZsNGjQAB07dlQk9Wz8+PEYP368yXOCg4OxZcuWYl+LKBnYQ+SN0iYJZ8Ve0rqWLVtmLJ5y584d/Pnnn+jbt6/Vrk8QamAv9pWYmIg333wTN27cwOjRozFlyhSrXZsgCHFki7e1a9di/Pjx+O6779RoD0EogpSCJWpDaZOEs2IvkbekpCTW9rNnz6x2bYJQC3uxrylTpiAhIQEAMHXqVPTt2xd169a12vUJghBGdonGnJwcdOjQQY22EIRiUNokQaiHvUQGuPZE9kU4A/ZiX+fOnWNtnz9/3mrXJghCHNnirVOnTjh16pQabSEIxbDXtEmKvBHOgKn7mGEYk+tUKQl3zjWJN8IZMNU/FRQUGJdRUhsaHCEI+0R22uS8efMQGxsLX19fdO3aFSEhIbxzhPYRhDWhyBtBqIc5+9FqtXB1dVW9HeRcEs6IuUE+nU4HNzf1i4WTfRGEfSLb+gMCAlC9enWMHTsWY8eOFTzHWqOuBCGGPUTeaM4b4azYw5xSgG9jZF+EMyCl/yLxRhAlF9nW//7772Pjxo3o2bMnatasqfpCxwRhCfYQeaNqk4SzYg+DIwA5l4RzYs5+bDU4QvZFEPaBbPG2bds2TJ8+HZ988oka7SEIRbCHyABF3ghnxR7sCyDnknBOaHCEIAhTyC5Y4u7ujoYNG6rRFoJQDHuNvGm1WuO6VAThqNiDc6nX63kikZxLwhmwh8ERhmF47aDBR4KwD2SLtz59+mDPnj1qtIUgFMMenEsxR9Ka6/QQhBrYq32ReCOcASkFgdSG0v4Jwn6RnTY5YMAADB8+HFqtFrGxsYKVJaOjoxVpHEFYij1E3sTakJeXB09PT9WvTxBqYQ+RARJvhLNiD/bFXYYDIPsiCHtBtnhr3749AGDu3LmYN28e6xjDMNBoNFRtkrA59hAZEGsDpZ4Qjo492BeJN8JZIfsiCMIUssXbypUr1WgHQSiGUK4+F1tFBkztJwhHwV7tiwZGCGfAHqpNkngjCPtFtngbMmSIGu0gCMUoKCgAwzCsfe7u7qwO0ZZpk+RgEo6OPUQGKK2LcFbswb5IvBGE/SK7YAlB2DtCHZ+vry9r25Zpk9QBEo4OOZcEoR4U2SYIwhQk3ginQ6jTsYV4o8gb4azYq3NJ4o1wBuyh2iTZF0HYLyTeCKdDyLH08/Njbdu62iRBODLkXBKEetDgCEEQpiDxRjgdUiJv1uj8KG2ScFbIuSQI9bCHtGSaU0oQ9guJN8LpsPfIG6VNEo6OPTiXNCeHcFao2iRBEKYg8UY4HUIdjI+PD2ub0iYJwnLsVbyRbRHOANkXQRCmUFS8HT58GNevX1fyLQlCNtyOz93dHe7u7qx9tEg3QVgOpU0ShHrYq31R30UQ9oGi4q1t27aoVasW+vfvTyKOsBncDsbT09Mm4o0ib4SzQpEBglAPKghEEIQpZC/SbYpJkyYhKysLhw8fRv369ZGTk6Pk2xOEJLgdjIeHB0XeCEIhdDod9Ho9a5+7uzvLpqwRGaCCCoQzotPpoNPpWPs0Gg0YhjFuU2SbIEo2ioq3KVOmGP/OyMhQ8q0JQjJccSQk3mzV+ZnaTxCOgNDgg6+vL9LS0ozbtowMMAwDjUaj+vUJQg2EbMfHxwdZWVkmz1EaEm8EYb+oVrDE399frbcmCJNwOxh7S5ukyBvhyAjdv/ZUEMga1yYItbBn+yLxRhD2QbEib8+ePRNMjSxfvnxx3pYgioWUyJst0yapAyQcGbHIW1FsGdnOz8+Hh4eH6tcnCDUQi7wVhdKSCaJkI1u8ZWRkYOzYsVi/fr2gcQPg5WsThDURiry5ubFvdYq8EYRl2HNkwLCfu64jQTgK9mxfWq0Wer0eLi60yhRB2BLZ4u2jjz7CunXr8M4776BevXrw9PRUo10EYTH2EnmjOW+EM2LvkTeyL8KRsXf70mq15PcRhI2RLd527dqFGTNmYMyYMWq0hyCKjZQ5b9bo/KjaJOGMSHEuaXCEICxDStqkre2LxBtB2BbZse/c3FzUrVtXjbYQhCJQ5I0g1EPIdry9vc2eozRkX4QzIjQ4wrUvimwTRMlGtnjr2rUrjhw5okZbCEIR7H2Rboq8EY4MLcVBEOrBtS83NzdeAR4aHCGIko3stMkvv/wS/fr1g7+/P7p3747Q0FDeOSEhIYo0jiAsQWiRblsULKFqk4QzIiTeqCAQQSgD13bc3d1pcIQgCBayxVudOnUAAJ9++ik+/fRTwXOo2iRhSyhtkiDUw14ib2LVjsm+CEfG3gdHyL4IwvbIFm+TJk2CRqNRoy0EoQj2ULBEr9eLdrAUGSAcGe79KxQZIOeSICzD3gdHqP8iCNsjW7xNmTJFhWYQhHLYQ+TN1PuTc0k4MhQZIAj1EEqbJPsiCKIotNIi4XRIibyp3fmZ6uBo5JJwZOwlMkDOJeGMkH0RBGEO2ZE3oHBO2+7du3H16lXk5OSwjmk0Gnz11VeKNI4gLMEeIgOmBBp1frbjxo0bOH36NFq0aIHy5cvbujkOiT3YF0DOJeGckH0RBGEO2eItOTkZrVq1wrVr16DRaMAwDACw5sGReCNsCUXeCCFOnz6NNm3aIDs7G4GBgTh16hSqV69u62Y5HBQZIAj1oGqTBEGYQ3ba5BdffAEvLy/cvXsXDMPg1KlTSExMxLhx41CtWjXcu3dPjXYShGTsYc6bqQ6OOj/bsGbNGmRnZwMAXrx4gQ0bNti4RY6JPdgXQEsFEM4JRd4IgjCHbPG2f/9+jBs3DpGRkYVv4OKCypUr44cffkCHDh3wySefKN5IgpCDlEW61R65NOVAknNpG5KSkljbz549s1FLHBtyLglCPew9sk39F0HYHtni7cGDB4iKioKrqytcXFyQlZVlPNa9e3fs3btX0QYShFyEFummyBthiLoZECuFTZjG3p1Lsi/CkZGSNmmNwRFaR5Eg7BfZ4i0sLAwvXrwAAERGRuLSpUvGYykpKVbptAnCFEKRN2tHBmjOm/3BLa5E4s0yKPJGEOohxb5ocIQgSjayC5Y0atQIly9fRmxsLLp27Ypp06YhICAAHh4emDhxIpo3b65GOwlCMvYQeaNqk/YHiTdl4NqOvS0iTPZFODL2PqeU7IsgbI/syNuoUaMQGBgIAPj6668RERGBwYMHo3///nB1dcXcuXNlN+LgwYPQaDSC/06ePMk69+zZs+jQoQP8/PwQFBSEPn364NatW7KvSTgv9tD5UeTN/iDxpgz2YF8AOZeEcyJlkW6KvBFEyUZ25K1Dhw7o0KEDACA8PBznzp3DpUuXoNFoUKNGDd5DRg7fffcdYmJiWPvq1Klj/PvatWto27YtGjRogI0bNyI3NxeTJk1Cq1at8O+//yI8PNziaxPOg5SlAtTu/GjOm/1B4k0Z7CFtUq/Xi9owDY7YhqysLHzyySc4ceIEevTogUmTJhXLHyip2MPgiF6vF70G9V8EYXuK/WTVaDSoW7euEm1B1apVTaZdTpo0CZ6enoiLi0NAQACAwjTOqlWrYtasWZg5c6Yi7SAcG3vo/KjapP3BFW/cbUIa9lCwhAZH7I+lS5di8eLFAIDz58+jadOm6Natm41b5XjYw5w3SvsnCPtGdtokUFhie8KECXj55ZdRtWpVXL58GQCwZMkSnDt3TtEGGigoKEBcXBz69u1rFG4AUKFCBcTExGDr1q2qXJdwPIQib/ZUsMQZOr/ExERs2LABjx8/tnVTJEORN2Wwh8ibs9uXI3L8+HGT24Q0uPZli2qTlPZPEPaNbPF2+/Zt1K9fH/PmzYNGo8GtW7eMhn7hwgXMmzfP4sZ8+OGHcHNzQ0BAADp37oyjR48aj928eRM5OTmoV68e73X16tXDjRs3yBkjANhH5M1c58cwjKrXV5MTJ06gfv366N+/P2rVqoU7d+7YukmSIPGmDBR5I4SgpTiUQaggkLUjb2RfBGHfyE6b/OyzzxAUFITTp0+jVKlS8PDwMB5r2bIlJk+eLLsRgYGBGDNmDNq2bYvQ0FDcuHEDP/zwA9q2bYtdu3ahc+fOSE5OBgCEhITwXh8SEgKGYZCamooyZcoIXiMvL4/10ElPTwdQ+KC0xuT6ohiuZ+3rlhS4zqWrqyvvHJ1Oh/z8fGg0GlXaYC4lLzs7m2U7jsTKlSuNny8tLQ2//vorJkyYYNM2SbEpIfFGNigfrlPu6urKs6P8/HxVv9vMzEzRYzk5OfS7FhNL+iiueMvKyqLfwQK49uXm5gYXF/Y4u9r2lZGRIXqM7MsylPD7Dhw4gDNnzqBr166oVauWUk0jiuAo97Zs8bZ//34sWrQIkZGR0Ol0rGNlypTBo0ePZDeiYcOGaNiwoXG7VatW6N27N+rWrYvPPvsMnTt3Nh4z5WybOjZ9+nRMnTqVt/+vv/6Cj4+P7DYrAS1org5cx+7s2bMIDg7mnbdjxw5exEApzp49a/L4zp074e3trcq11ebixYus7aNHjyI+Pt5GrWEjZlMGsV6UtLQ0u2m3I3H79m3W9v379+Hp6cnap/Z3a6qfuX//Pv2uCiGnj+L+Jjdu3KDfwQJu3rzJ2n7w4AG8vLxY+1JSUmxmXzdv3qTftRhY6vedPHkSM2bMAABMmTIFc+fOFQ1WEJbDHYSyV2SLt9zcXMHoF1A40sYdIbKUoKAgdOvWDYsXL0ZOTg5CQ0MBwBiBK0pKSgo0Gg2CgoJE32/ChAkYN26ccTs9PR3lypVDp06dWHPorIFWq8XevXvRsWNH1cRDSYabktimTRuUKlWKd17Hjh1VE+7Xr183edwQZXZEFi5cyNp2d3dH165dbdSaQszZVFZWluDrbN1uR+S3335jbdeoUQPR0dGsfV5eXqp+t5cuXRI9FhQURL9rMbGkj/rqq69Y26GhofQ7WMDmzZtZ29WqVePZl7e3t83sKzw8nH5XCyiu37d27Vrj3/n5+UhPT8c777yjZBMJ/C8rz96RLd6qV6+Offv2oWPHjrxjhw8fZpX2Ly4GJ1yj0aBy5crw9vbmjfoDhZGAKlWq8EaniuLp6ckbHQaEJwNbC1te25nh5uT7+PiIRrks/f4vXryIlStXokaNGnj33Xd5gxbcqDQXvV7vsL89N60nKSnJbj6LmE0JpULk5ubaTbsdCe58G29vb96zV6vVqvrdmrIvta9dkpDTR3GfC/n5+fQ7WIAU+yooKFD1u9Xr9aLHyL6Kh6V+X1paGms7PT2dfgcVcJTvVLZ4Gz58OMaNG4fIyEi8+eabAAof0ps3b8bChQuxYMECRRqWmpqKuLg4NGjQwPjg6t69O7Zs2YLvv/8e/v7+AIB79+7hwIEDGDt2rCLXJRwbhmEEJ3xLdeilkJSUhCZNmhhFYnJyMm/Ol7lJ3Y5csYubVvDkyRMbtUQ6QnMQqaCCZVDBEkII7nOBluKwDCnVJm1pX47cdzkyVHCLKIps8fbBBx/g33//xdixY/Hxxx8DKCxUwjAMhg8fjiFDhshuxMCBA1G+fHk0btwYYWFhSExMxOzZs/H06VOsWrXKeN7UqVPRpEkTdOvWDePHjzcu0h0WFmZsC1GyEepYhBbpBiwXb7t372Z1blu3buWJN3MdnCM7mNxO5OnTp2AYRrXiL0og5EjqdDoUFBTQQsIyoaUCCCHIuVQGKdUmyb5KHjQ4QhTFIq9l6dKlGDZsGHbt2oWnT58iLCwM3bp1Q4sWLSxqRL169bBhwwYsXrwYmZmZCAkJQcuWLbFmzRo0adLEeF6NGjVw8OBBfP755+jXrx/c3NzQrl07zJo1C+Hh4RZdm3AuhEST0pG3Z8+esbaF5mE6c+SN22lotVqkpqaKzoW1B8Q6utzcXPj5+Vm5NY6NlMg2OZclD66NkXNpGRTZJoQg8UYUxeIh5+bNm6N58+aKNGL8+PEYP368pHMbNWqEffv2KXJdwvkQ6ljEIm+WdoApKSmsbW4uulg75By3Z4SqMT158oTEWwmBnEuCC8MwFHlTCKG0SWtH3kz9dmRftoHsiyhKsfKFsrOzBW8ge3biCOdGLPImlBpnaQcoJN70ej2raIm5yJozRd6AQvFmz+vOiIk3Gr2UD6VNElyE/AByLi1DSmSbBkdKHhR5I4oiW7xlZ2dj4sSJWLt2Lc+JNWCu0h5BqIXYnDclxVtqaiprW6/XIzMzk7XkhDNH3sTEmz1jKvJGyMPeI2+OPDDiqAjZFzmXlkGDI4QQJN6IosgWb6NGjcKaNWvQvXt31KxZEx4eHmq0iyBMMn/+fEyZMgVhYWH49ddf0axZMwDCDzQPDw9oNBq4ubmxnEqlIm9AYfRNjnhzVAdTaLFroLBoiT1D4k05pDiXBQUFqhaxIefSvhBKpSbbsgyqNklwobRkgots8bZz505Mnz4dn3zyiRrtIQizPHnyBGPHjoVOp0NKSgrGjBmDkydPAgAePHjAOjcwMNDY8bm7u6sm3lJTU1G+fHnjtrNWmxQTQRR5KzlIibwB6q5FReLNvqDIm3JQQSCCS35+Pm/tPbKvko2L+VP4NGzYUOl2EIRkLly4wErNTUhIMDqUt2/fZp1bsWJF499KjV6KRd6K4qyRN6ERdoDEW0lCjnhTC3Iu7QtaR1E5pES29Xq9yYW0iwvZl31BkW2Ci2zx1qdPH/z1119qtIUgJMEVT3q9Hnfv3gUA3Llzh3WsqHhTat6AEuLNUTtAR428iYlO6gDlI8W5BNSNDpj63XQ6Hc27tjJC9qXT6VSPEDkjUtImARocKUlQZJvgIjttcvbs2ejbty/GjRuHrl27ClaWjI6OVqRxBCEEt2AIANy8eRNVq1aVFXmzxLEoKChAenq62TY5a7VJsQ6D5ryVHOzduTQc9/HxUe36BBtT9qVW6qwjk5+fj8OHD6NMmTKoXbs265iURbqBQvtSq+YAiTf7QmhwhMRbyUZ25C0nJwcFBQX46aef0LlzZzRp0sT4r3HjxqxFtQlCDYQiX7du3QLAT5uMiooy/q2EeBNa001ov7NG3ihtsmTw888/IzIyEo0aNcLFixdZx+wh8uas9uWokH1JR6fToXXr1ujYsSPq1auHNWvWsI5LTUu2VWQ7Ly8PDMOodm2CD6VNElxkR97eeecdJCQk4KOPPqJqk04AwzC4desWAgICEB4ebuvmSEIo8iYm3ooTeUtPT8fJkydRvXp1VKhQAYCwcARKjngTc9KePXsGnU4HV1dXK7dIGuRcSufhw4f4v//7PzAMg8ePH+Pjjz9mpcrbg3PprHNKHRWxQR2KDvA5fvw4Tp06BaAw5X/OnDl46623jMelLNIN2C6yzTCMqsWICD6UNklwkS3eDhw4gDlz5mD48OFqtIewMoMHD8Zvv/0Gb29vrF27Fr1797Z1k8wiljaZlZWFpKQk1n5LxVtKSgoaNWqEO3fuwNvbG3v27EGrVq1ExVtJT5vU6/V49uwZIiIirNwiaZB4k865c+dYI+sGRxMQnk+mRsGS7du3Y8WKFahTpw6++uoreHl5sY476+CIo0L2JZ379++ztrkDjlKqTQqdpyRSBkdIvFkPsbRJNZdjIewb2WmT/v7+rFQ0wnG5cuUKfvvtNwCFD4KpU6fauEXSEEubNBQtKYqptElTzuWWLVuMxU9ycnLw888/i14bMB954z5gHdW5FBthB+w7dZKcS+lw53Smp6cbvz8hh1HptMn//vsPvXr1wo4dO/Ddd99hxowZvHNIvNkXYvZF0QE+GRkZrO0XL16w7lepacm2nlNKWA8hO9Lr9aqv90fYL7LF2+DBg/H777+r0RbCyty4cYO1/d9//zlELrtY5I07glmqVCn4+voat+VUm7x37x7v/cWuDfDFG7cD9vPzM3ncUTDljNlz0RJyLqUjVJDH8NuKiTclI2/casZ79uzhnUPOpX1B1VylI2Rfz549A1DokHMj22IFgSwdHGEYBt9//z3q1auHwYMHC/ZpZF/2BaUlE1xkp03Wr18fX3zxBXr37o3Y2FjBapN9+vRRpHGEunA7kdzcXGRlZfGEhr0hFP3KyspipXcB7JRJQF7a5IsXL1jbhqiS1LRJbufm7+/PGnF11M6PIm/OD/feBwrFW1RUlOCgg4eHB1xcXKDRaFiDP5Y6l9zU5+TkZN455FzaFzQ4Ih2xwZGyZcvKimxbOjhy7NgxfP755wCAixcvoly5cvj2229Z55B92RemBkcCAgKs3BrCHpAt3t58800Ahetpbd++nXdco9HQGjsOgtgIoL2LN7Ho1/79+1nbSoq3p0+fQq/XW5w26e/vz9p2xsgbiTfnQOi5YPhtxcQbUGhfRY9bKt6eP3/O2ibxZv+QfUmHmzYJ/G/AQsy+lExLPnz4MGv7yJEjvHPIvuwLGhwhuFhUsIRwDoRG2JOSkniix94QE1DcyBt3bqYc8cYVY1qtFqmpqZLFG7cT5oo3R+38SLw5P6bSJuWIN0sjA4YUMgOpqanQ6/Vwcflflj9Vm7QvKK1LOkL2ZUq8ubu7w8XFBS4uLtDr9cb9ltqXlMERc89FR+2/HBWyL4KLbPHWpk0bWef/+uuv6N69O4KDg+VeilAZU7n3aqLT6YxpVnLJy8sTfZBxI77mIm+mOj8hYfvkyROL0ya5qQ2O6lyaSpu05zlvNCdHOpaKNzlzSk3BfQYxDIO0tDRWij45l/YFDY5Ix5LIG1DYfxW9r5WyL66YA2hwxN6g/ovgIrtgiRx0Oh3efvttXiEJwj6whXg7cuQIqlSpguDgYMybN0/268VSJoXgijc5zqWYeBO7fmZmplEMFhQUsEZIAYq82RpyLqUjN23SMCgiZ3DEFELOJDc64OxpXfv378d3332HK1eu2LopkiD7ko4lBYEAfv+llH2lpKTwCpU5u33dvn0b8fHxyMzMtHVTJEFpkwQXVcUbAIeoXlhSsYV4++yzz3Dnzh28ePECY8aMQUJCgqzXF0e8FWfOGwA8fvxYNPJW9DVCDi7NebMt5FxKR6xgCcAfAXZ3dzdG0NWKvAElS7xt27YNHTp0wBdffIH69evzqgLbI5TWJR1L0iaL/m9AKfsqKCjgtcmZ7evQoUOoXbs2YmNjUbNmTd6UB3uE7Ivgorp4I+wXISdNbfF28uRJ1vaQIUNkvd6UeCqKRqNB+fLlWfuKM+cNMJ02CfxPWAp1bM4SeaNqk86PqcjAgwcPWPuLLsquhHOp1+sF5+Bw7c6ZncsNGzYY/y4oKMDq1att2BppkH1JR27apMGu1Iq8ASVrcGTJkiXG+/XBgwf49ddfbdwi81DaJMGFxFsJxtqRN6EH/tWrV3Hr1i3J7yE18la2bFljuokBqc4lwzCy57wB/xN8UsSbM0beUlNT7bZTJ+dSOqbSJu/fv8/aX3SARAnn0lCchEtJci65n/XixYs2aol0KDIgHVORN26f5OrqCldXVwDqRd6AkmVfDx8+ZG2fPXvWRi2RDqVNElxIvJVgrC3ehEYcAWDOnDmS30Nq5E2oYqbUzi87O1twuYvHjx+bFI8G8SYkzLgFSxy18zMVeQP4a3TZCyTepGMq8sZdvL6oeJPrXDIMA61WyxJrQlEBoGQ5l9x5OJcuXbJRS6RD9iUdOZG3ojalRFpydna24DO8JNvXhQsXbNQS6VDkjeBC4s3OyMrKwuXLl5GVlaX6taydNinkFALAihUrRJ02LlIjb0LiTWpkQCwH/saNGyajCXLSJp0x8gbYZ+qkXq8XdTao8+MjZKcZGRnIzs6WJd5M2UpOTg569eoFDw8PNGnSxBjRE3v+mEub5Nq2o9oXwHcub926ZZX+oDhQZEAaDMOIRt6EMj68vb2NfytREEgoJVlovzNXm+Ta15UrVyxOQbUWZF8EFxJvdsS9e/dQr1491KlTB/Xq1eOlKCmNtSNvQmIRKHwA/fzzz5LeQ6p4467xBkiPDIi101zlN1Npk76+vqxtRx25dETxZkqgUefHRqvVin4nT58+NSne5EQGtmzZgh07dgAoTFv68ccfAVgeeXOWyDbAdy4ZhrH7qpMUGZBGdna2YFqwVqtFWloa7ty5w9pvqX2JIda/c+2O+7txl/VxZPviDoTk5eUhMTHRRq2RBqUlE1xIvNkRK1euNM7/unXrFlatWqXq9awt3sQibwCwYMECsyl5gHXSJsXEm7mywmJpkx4eHvDy8mLtc9TOz9xvZI/izVQHR84lG1M2KiTeypUrZ/xbTtokNxXQMO9E7PlTksUbYP/z3igyIA2xqQNAYfSNK96K9mNyI2/79u3DRx99hE2bNhmrfls6OOIsBbcAYfuy99RJGhwhuMgWb+ZK/xft/F1dXXHgwAFUr15dfstKIDdv3mRtyynkIZfc3FzB1IesrCzVOlxTjuHz588lidXipE1KdS4tLR0sljbp6enJK57iqGknjhh5I/EmHVM2eu/ePd7va2nBEq6NGapYSkmb1Ov1PNt1dvFm7/PeaM6bNEzZl5B4K5pBImdw5J9//kHHjh0xd+5cvP766/jjjz8ASBsc0ev1PNt1FvtiGIYGRwinQLZ4a9++vWhRgoSEBDRs2JC1r02bNryUMUIYbsTH1IO+uJh6b7Wib+Y+z6ZNm8y+BzfyJjYwoEbkzRxiaZMeHh7w9PRk7XPUzo/bWYSEhLC2DYUt7AkSb9IxZaNnz57lDd5ZWrCEK94ePnwIhmEkRQaEbMdZnEudTid4v9q7eKPIgDRMRd6ePn1qUrzJGRwxpCQbMPStJd2+8vLyBIuROWrkjcRbyUW2eLty5Qrq16+Pv//+m7V/7ty5aNmyJUJDQxVrXEmjpIs37ryOhIQEDBs2DNOmTTM+pLiRt8aNG/Pex93dHZGRkbz9Uju/4oo3blTNmSJv3E6EK5LtMfJmKtWTnEs2pmw0ISGBte3n54egoCDjtpy0Lq54y83NRUpKiqTIgDM7l2L3KkUGnANrRd64Is1cQaCSYl9iUx8cVbxR/1VykS3ezp8/j1q1aqFz586YMmUKkpOT0atXL4wdOxYjRozA0aNH1WhniYDr0Di7eKtcuTJrOykpyfgdPHv2DG3btsXKlSsxefJkjB8/HgA/8iYk3ipUqGBcG6coakfeTKVNOmvkzRHEG0XepGPquXD69GnWdvny5VmFDOQUVBBKTX7w4IFikQFHHRwRcy6fPHkiuSKvtdFqtYLRDIDsi4sp+7p//z4ePXrE2mdp5I1rXwbxVtLtS6xq6927dy3u960BDY4QXGSLt9KlS2Pfvn2YOHEivv32W5QtWxaHDx/G5s2bMW/ePF6EgZCONSNvph5U1hJvDRo04HVI//33HwAgPj6eNdq0detWAPzIW61atXjFQIRSJgH157yZKljirJG3SpUqsbYdUbyZm8dbkjD1XODab9GUSaB4aZNAoXgTe/ZkZmYabaYkRgYA+02dNBXZJueSjam0ydOnT/OeRRUqVDD+XRz7evz4MQoKCiRVm5Sy1A3Zl3WhyBvBxaJqkxqNBqGhoXBxcUFeXh5Kly6NWrVqKd22EkdJS5sMDQ3lOf8G8cZ9kD58+BD5+fm8yJvQewgtEwAoH3krXbo0a1tszpuzRN4YhuF1Flyh7Ghz3gDHFdJqIOeZwxVvxYkMAKYjb8D/ou4k3uwLimxLR05aclBQECstuTj2pdPp8PTpU0mRN6HfrCTYl72mTup0OtHvmwZHSi6yxVtGRgZee+01jB07FsOHDzc+cJo0aYI1a9Yo3sCSgtDinc4u3gICAngFR65duwaA76jo9XpcvXqV12EFBwfz3qNatWqC11davHFFoynxJhR5c7SIj1CnzhVvmZmZZpdUsDbmOjhyMP9HccSbmpE34H8OppAj4+fnx9p2RufSXue9mbIvci7ZmIq8cfsd7rNVTfvKzs42PgfJvuwLWqeUEEK2eIuOjsZff/2F33//HQsWLECjRo1w5swZ9OrVC0OGDME777yjRjudnqysLN68gczMTNG5BMXFFmmT3GsKiTexyBvwv7WgihIcHIwRI0bAxaXwVg4MDMTAgQMFry915FJq2iR3zp4hpVMobZIbeWMYxuw6PfaGUOqGUJRTrBqtrSDxJh0lxZvY/Z2Xlyf4nV+/ft1kCp5Y5M2Z1lEUm5MD2G/kjQoCSUeOfXGfrcWNbN+/f99kZFtscMTT09Np7MsRI29kX4QQssWbv78/zpw5g9dee824z8fHB2vWrMHSpUvx+++/K9rAkoKlC0Nbir1G3v777z+kpaUZ130qypkzZ1jbGo0GgYGB6Ny5M86cOYOVK1fiypUrgpUmAeUjb9yRUYNTKiXyBjheup6QCCpVqhSvYyfx5rgomTYp177+/fdfk9cz5Vw6Q1oyYD5t0h6j9ZQ2KZ3iiLfiRt7u3bvHW4y7KCXdvi5evGiX9kVzSgkhZIu3EydOoEqVKoLH3n33XZw6darYjSqJiDk0aqVO2oN4CwwM5Im3GzduiI6AcSNvQUFBxohbgwYNMHToUFHhBvA7v/z8fMyaNQutW7fGV199ZRRTlqZNAoWdppR13gDH6wCFOgofHx/e3D97m/dmroOjDvB/yHnelCtXjrVd3IJAiYmJJq9X0p3L9PR0Y9VAe4LSJqVjKm2Si6WRN6EBRKBQnOj1etHrlQT7MhXZTk9Px71796zYGmmQfRFCuJk/hY2QE1qUOnXqWNyYkoyYYHjx4gXPSVLzeoBtI295eXnYtWuX4Ou5I/PcBaLNwXUuT548iZMnTwIAjhw5grJly2LEiBGS0yaFxFtqaqqkdd4Ax4u8cUcANRoNPDw8UKpUKdy9e9e4X2rkLTMzEzNnzkRKSgrGjh0rOihUXCjyJh2pAxcajQYvvfQSa19x05LNjXob0ia5v5eQc+lotmXAXKbFxYsXeRFPW0NpXdKxRuRNzL7OnTtn8npyxJuz2teFCxdYFT7tAbIvQgjZ4g0orH6ze/duXL16lecYaTQafPXVV4o0riQh9sB15shbQEAAwsPDERQUxPr8f/zxh+DrufdacHCwrOtzOz8u+/btw4gRI2RVm/T19WWN5glF3oQ6P8DxRi+537+Pjw80Gg0v8iZVvI0YMQLr1q0DAGzevBn3799XZakREm/Skfq8iYiI4N3Tai/FURIiA+acy0uXLiE2NtZKrZGGKfvKz8+HTqcTXHezJGKNyJuYfV2+fNnk9Qzz4UqyfV28eBHdu3e3UmukQZE3QgjZ4i05ORmtWrXCtWvXoNFojKOlRRdrJfEmH3tKm3zx4gXy8/MVd6SFxJtGo0H16tVZ6bY3b96U9H5yI2/czo/Lo0ePoNfrJXewISEhCAoKMivehNZ5Axxv9JI7Aujt7Q2gcN5bUaSmTW7fvt34d1JSEk6fPo0WLVoUs5V8TI1cAiTeiiL1eSMU/ZFasERp8ebl5cWzL2d1Lu2xaIk5BzIvLw8+Pj5Wao19Y8vIm7kCWaYGR0qKfdlj0RKKvBFCyJ7z9sUXX8DLywt3794FwzA4deoUEhMTMW7cOFSrVs0uc4YdAXsSbwBMVqWyBK1Wy+vkDWvHcFMnpaJ05O3Ro0fIyMiQPGk5KCiI1wY5aZOO1gFyfz8x8SYl8padnc2bf8BdgF0pKPImHe5zwTCnlIuQeJNasIQib+JwnUvu92+P5czNDY5QdOB/SO3PQ0JCeGurKV0tmYvBvqSkJTuLfXE/l6OJN7Ktkots8bZ//36MGzfOWBjCxcUFlStXxg8//IAOHTrgk08+UbyRJQFrizdzqYFKp04KRbOKK96KO+eNy6NHjwQFBFecAIVVV93d3VmLqALiaZOG+WFFcbQOUChtEuAvVi5FvAndX2rd67YUbzdv3sRnn32G+fPnO8TSENzfQGz+h5TIW3HFG1e4iC0V4EzOJXdAo169eqztq1evqrZ8jKXQ4Ih0uP2g2OCI0BIsUu3L0kGwkjA4wrWvxo0bs7avX79usqiLLaC0SUII2eLtwYMHiIqKgqurK1xcXFjG0L17d+zdu1fRBpYU7C3yprR4E7qevUXe8vPzcfv2bdY+jUaDqlWr8s41CEcp4s0g2oQW6nYklEybFIrsSp1rKBdbOZdZWVlo0qQJfvjhB4wePRoTJkxQ5TpKwrVTsQXvpUTeihsZ4C7FURKcS25kIDo6mrWdn59vsty7LaBqrtLh2pdY8Rkh8WatyJtQWrKz2letWrVY2zqdzjhIZC+YS5u0x+UNCPWRLd7CwsKMTlZkZCQrBz8lJcUhRpftEWcXb9zPp9Fo4OvrC8B+xBtQOLJdlICAAMHlBwziTWraZNH/DajVAer1ejx+/Fhxp0nJtEmh+8vZxNvBgwdZo+AbN25U5Tqm2LRpE3r27Ilp06aZ/R60Wi3PURAauACkR970ej1SU1NZ0SKpziX3uVASq+FVrFiRNZ8csL+lOGhOqTT0ej3v961cubLgucWJvEm1Lz8/P9Z2SbQvoe/Z3tYpNWdfjiqkieIhW7w1atTIWLWoa9eumDZtGn777Tds3LgREydORPPmzRVvZEnAmuKNYRje9bgPcrUjb4ZiJQBQpUoVnoMiBaULlgDAlStXWNuBgYGIiIjgnWcQbVLTJgHrRN7y8/PRpUsXREZGonr16orOkZGaNpmcnGx2EKckpE1yP+Pjx4+tmpJz9OhR9O/fHzt27MDkyZMxb948k+cLpTbLibxxncvnz5+jRYsWCAkJQbNmzYyiQ6pzWaNGDdZ2SkoKGIYpUZG3wMBAhIaGsvbZm3ijtElpZGVl8aIkYsujWCPyVpzBEWexL0PRsaLYm3ijyDYhhGzxNmrUKAQGBgIAvv76a0RERGDw4MHo378/XF1dMXfuXMUbWRKw5lIBubm5vAc/txNR+gEmtEC3AS8vL8HOCuCLyqJYI/ImJt5MpU1yRZlBtFmjA4yPj8dff/0FALh//z5mz56t2HtLTZtkGMZswZuSkDbJnXui1WpVK8oixKxZs1hiUWwJDgNCzxo5kTeuc3n06FFjFdkzZ85g2bJlACx3LvPy8pCdnS2pGl5+fr5DphNxnUs/Pz+LItvWhJxLaQjZlxzxJhR527x5Mz744APs2LHDuN/SwRFTSwU4+nxtA1LsS62lkiyFItuEELLFW4cOHTBixAgAQHh4OM6dO4fz58/jwoULuHr1qsUpcFyWL18OjUbDc96HDh0KjUbD+8d9EDka1oy8Cb0nN33DGpG3oojdN507dxZ9T6ULlgB88RYUFGRSvAmlTdoy8vbff/+xtq9fv67Ye4tF3kJDQ3mRU3MOZkmIvAnNnXjy5Ikq1+Jy//597Ny5k7UvMTHRpKDhfv8ajUYwrcvLy4sXDQLM25ehkpul4g0ojA5IXUfREVO7hJxLbmRbTuQtPz9fdUebnEtpCEW2iyPetm7ditdeew2LFi1Cz549sX//fgCWi7e0tDTodDqnjrxxC5b4+fkhPDyctc/eBkeomishhGzxxkWj0aBu3bqoU6eOpLQ0KTx8+BCffPKJ4FwjoHDE/8SJE6x/GzZsUOTatsKa4k3oWvYq3kwtmKlG5O3x48esbUsib2IFS6zRAXJ/WzmLwppDLPLm5uaGsLAw1jFzDmZJiLzZUrwtX76cl6KZlpZmstiFkI0K3fvly5cXTHM29/w3fHapzmWVKlUEK05KKWUOOKaDqaR4i4uLQ+nSpeHr64vvv/9esTZyKcmRt6VLlyImJgafffaZ2c/JtS8vLy+89NJLgudKSZvkDsRs27YNgOWDIwzDiA4+Oot4c8bINg2OlEwsVluXL1/G3bt3BW+cPn36FKtR77//Plq3bo2QkBBs3ryZd9zFxcXp5tbZMvLm4eGBsmXLsvbZg3gLDg7GK6+8IvqeakTeuFgi3ry8vFj7rBl5437PSoo3sYIlQGHqZNF7xp4jb35+fqxOXC3nUihF0hriTavVGlMUuSQmJvKEtgHuMygwMBB+fn7w9vZmfUdiFfLM2ZdhYESqcxkeHo6QkBCW0BeKvAlVwwMc08EUigxY6lyOGzfO+F1/8cUXePvtt3lRBiUoqc7lgQMHjFlIBw8eRFBQECZOnCh6PvdZ7O/vL7gMTWhoKPz9/Xn7pSx1AxQ/si1lcKSgoAB6vV50qQN7xRHFG0XeCCFki7ebN2+iX79+xhQY7uiPRqMp1jo0v/32Gw4dOoQrV67gyy+/tPh9HA0x8aZGNEJISHE7dXsQb7Vr1zaO8gule6kReeMiljYpVrAkNTWV1y5rVptUM/ImljYJFBYtMRQyAsxHB6xZbZLb+QUHB7M6cWeLvO3YsYMXQTaQmJiIl19+WfCYWFGhiIgI1hIaYuJNychbQEAAPDw8EBoaala8UeSNT3Z2NhITE43bBQUFuH79uiriraQ6l+vXr2dt796926R4k9LvAsJRN0D5yHa5cuXg4+PD+v3kpiVzByrtGb1ezxsc8fX1LdacN0PFT0t8C6mUVPsiTCN72OS9997DkydP8OOPP+LPP//EgQMHWP/+/vtvixuTlJSEjz76CDNmzOBFgoqSk5ODiIgIuLq6omzZshg1apTdrc0hB4ZhRKMO1oi8BQYG2qV4q1OnDjw8PARTSzw8PFjiQQqWpPUavhtumpjYnLe0tDSeGLDmOm/c75nrDBYHsbRJQP5yAbZMm+T+Zs4m3hYvXix6rKhDz0XMRrniwdLIW2ZmJlJSUni/h5BjaHgecaPrzjznLT8/n1f+3VLxJnSfqVUsp6RG3gxzzAxw5xtzEbIvHx8f3rx+MfFmzr7kiDdXV1fBSqbOHNkWEkHFmfO2detWhIWFwcfHx2wl3+JQUu2LMI1sb/aff/7BsmXL0L9/f8Ub88EHH6B69eoYOXKk6Dn169dH/fr1UadOHQDAoUOH8OOPP2L//v1ISEgQrU6Yl5fHetgYHqRarVZ0vRS1MFzP8H9GRoZoCfH09HTF28ed9+Lv78+LIBmcLKXmMXI7FD8/P9bnCg8P56Wz1axZE1qtFlFRUXjw4AHr9cHBwYqsKVixYkXewtzcdgLASy+9xGpDqVKloNVqjWvVGdDr9Tyn3dXVFVqtlifesrOzFf9tud9zfn4+srKyeNe2BO6opaenp7H93FS8J0+emPxsYmmTln4fXJsqijnxpsbvAAg7y48ePVL1eZOYmIh9+/aJHv/vv/9Er89tr7+/P7RaLZo1a4aTJ08a9zdt2lTwPaQs9yG0dEXNmjXx77//svaFhoZCq9Xyfqtnz57xfk83NzfBa2dmZlr92V4chO4XDw8PnoBNSkoy+7m4z0ug8LuT+n2Ysicu5iIDWVlZqv0OFy5cwC+//IKKFSviww8/VDUCUpQ7d+7g1q1brH3Pnj3D06dPRdP5xfrA0qVLs/q98uXLW2RfT548QX5+viTxFhoaCp1Oh9DQUNy/f9+4/+nTp7LsS+4Aqi0R+l48PT15v9fTp0/N3q8Mw2DMmDFGP/Kzzz7DgAEDeH5UUeTYVFG4/S6XjIwMh3rO2TuO8l3K9szDw8NZZd6V4o8//sDOnTtx7tw5kw+psWPHsrY7duyIhg0bol+/fli2bBnvuIHp06dj6tSpvP1//fWXzR5Ae/fuBSAchTCQkZGBuLg4RXPLizpiQOHNakiDLcrGjRtNPozkwK16+OTJE8THx7P2VatWDWfPnmXti4+PF+yQ3d3dea83h1AkpG7duibF2/379xEfH482bdpg7dq1AApHRp89e4b4+HjByBZ31PvixYvw8vLiOWcXL16U/RnMIeS0bdmyhRfpVOK979y5Y2w/97NdunRJ9LPpdDpBRzUtLQ27du2yaM0/AwabMsAwDG9kkjtifPv2bcV/B0A4QnL58mVVrmVgxYoVJo+fOXNG9Ppc28vMzER8fDwaNGiA6Oho3L59G23atEFeXp7ge0hZU3DTpk28fUL9iV6vR3x8PM+RPHPmjHFuj4E7d+5gz549cHFxYQ2C7d+/36Rt2xtCAxrHjx/n2d3jx4/N2smJEycE30vuPGGuPQlhLhL477//qnLPZ2ZmYtiwYcYI66lTp/DWW28pfh0hxL6XVatWiVa+TkhIYG3n5OQgPj6eN7CWlZUl+H1x1yDlkp2djfXr1/Mizly7AAqjafHx8bzpCMeOHRN8zh86dIh3vd27d6uShqsWQqnkR48e5T0jHj16ZPZ+TU9PZ4nevLw8/Prrr6LVQ4sixaaK8vDhQ5PHjx8/7nBzD+0Zc4NR9oJs8TZy5EgsW7YMXbp0UawRmZmZ+PDDD/F///d/iIyMNI6QGB5CaWlpcHd350U5DPTu3Ru+vr48UVKUCRMmYNy4ccbt9PR0lCtXDp06dVLEsZWDVqvF3r170bFjR7i7u+PSpUui5zIMgzZt2ghOYLaU8+fPs7YrVqyIN954A8OGDWPtr1evnjHCWVy4aQWNGjVC165dWfvKly+PIUOG4N69e/j444+NEdjTp0/jwIEDrHPLlSvHe705hNLyxo8fj127donO03zllVfQtWtXdO3aFQMHDkRSUhJ69eplvBf1ej3eeustVifI7ShbtGiBjh074tdff2V14FFRUbI/gzmK3uMGmjdvLpqKI4eZM2eytqOjo43tf/LkiVHcGhD7bElJSYJzGAsKCtC+fXuL5lFwbcqAUMpJjRo1WM+K4OBgxX8HofkVhnYqfa2ifPjhh6ztBg0asKJaSUlJ6NKli6Djz43YVa9e3djWN9980+y1pUTCuelXXl5eaN26Nc85rFWrFrp27WpMxzcQEBDA61zr1auHrl27wsvLi3WsadOmaNq0qdk22QtCznnv3r3x4MEDfPbZZ8Z9BQUFeOWVV0wOrN29e5e3LzIyUvK9J2ZPQnz88cesbTc3N9a9UKFCBVXu+U2bNrGEyvnz53nz0NRC7DphYWGin/XYsWOs7cqVK6Nr1664ffu2cdDZ09MTX3zxBcqUKcN7vZS08nLlyvH2ValShTd4auh71q5dy/IHhAbn69WrJ1j1+ZVXXpEkVuwFrt/j4uKCXr164cqVK/jqq6+M+zMzM83e90KD3bVr10b79u1FXyPHpooybdo0k8dr1qypap9S0lCrcJrSyBZvn376KT7++GM0atQIXbp04Y3kaTQa0eiXGM+fP8fTp08xe/ZswUWFg4OD0bNnT2MpXCEYhjE5+iA2L8Ld3d1qqRZi15YyIVXuiKkpuNGioKAg+Pj4ICgoiJVaYBDNSsAtnBESEsJ774YNGwo+FIU6CKHXmyMsLAwxMTFGZ7B169Zo3rw5IiIiREe3QkNDjdcRe0AGBgaaTFXx9fWFu7s7T5TodDrF7z2hB09ubq4i1+FGsPz9/Y3vy3U2nj17JnpNU99VdnZ2sQYquPYsVLCFO88jPz9f8d8hLS1NMBX66dOnqj1vtFot7z6ePHkyevfubdw2zDsTKsLD/a6CgoJktVWK6OY6kYGBgahQoQLvvNKlS8Pd3Z03sp+WlsaLLPj4+MDd3R2enp6sZ6ka9qUm3M/l7e0tWk4+JSXFZNRDLC1Z7vchpX8USksuen017AvgZ1I8fvzYKr83wzA4ePCg4LHExETRNnAHcwz2NWbMGISHh+Py5csYNGiQ6JzSonOMxbhx4wZvX506dXh2V6pUKVn2JTRwrtfrHcq+uBkXvr6+8PDwEFyS6sWLF4IC2oBQtlRGRoak70Ouz2luzptWq3Wo38HecZTvUrZ4O3XqFFavXo2UlBScO3eOd9wS8RYREcGLrADAjBkzcOjQIezevVu0vDUAbN68GdnZ2Q67fIC5EbX09HTR9WAsQawwQXh4OMuxVrJoibmCJaaoWLEib5+lYnb79u1YsGAB9Ho9Ro4cCY1Gg8jISFHxJiVFmCt6uVir2iTDMIL3klIVJ00VLBEqqsAwjGCEx1Sa8IsXL3jvVRyEOj5rFCwRK6CUnJyM/Px8ReYgchH67Zs0aQJPT0/WvZaYmCgo3oQKGclBSqd39epV1nZQUJBgcSrD816ooAJXFFuzmquaCFWaBArtzN/fn2XHSUlJomtjAsIFS6RWIZQL97kQEhLC6jvUKqjAfY5kZWUhIyND0SwVIa5cuSKaKmqqaIlYH6jRaCRFtqXMP+fal6+vr2D/acq+hJYKcHFxgbu7O2s+kLPYV2hoKK+idVJSkknxxk3dBsSf+cXFlgVLVqxYgUWLFqFatWr46aefHCpN1tmRLd5GjRqFsLAwrFixAjVr1lTECfHy8kLbtm15+1etWgVXV1fjsbt372LgwIHo378/qlSpAo1Gg0OHDuGnn35C7dq18e677xa7LbZAinhTElPirWg1OnsWb3KXCTDg7++PCRMmsPaJLQYP8JcCEKJ8+fK4c+eO6HFrVZvMzc0VnGyrlHgzt85bUfLy8pCRkSH4O5u6r5S+14U6Pq7wV6PzM1XZLykpyWQ1XUsRcs5DQkJQuXJlVkpeYmIiWrVqxTu3ODYKSBNv3PklYuLNVLVJ7hxlQ8SPK94crdqkmHMJFNpXUTs2N89MaH6PtapNcn8ztUqZCw0CPXnyRHXxxq0yWZRr166JHhNa500OUuyLe/2goCDBVEqDfXEHxcWquRr+L9q/OJp9Ca2hCBQWFAsLC5O1TqmQeFPLvoQGTYvalFr29d9//+Gdd94BUDh1JSAgAIsWLVLlWoR8ZM9yvHz5Mr7//nv06NEDVatWRYUKFXj/1CIgIAClS5fGnDlz0LdvX/Ts2RN//PEHRo8ejWPHjonOibN3pIi3goICjB49GmXLlsXrr79erFFUocV4AX6nq6QjXRzHMDIyktdxKZlGaiqqKSX6YCrPHbBeZEDs91JquQBT67wJLTYr5mCaEm9KLxfAbbNGo+H9ptaMvAHqLRfAdR48PT3h7e2NqlWrsvaLLRdQXPEmJTLAjZrJjbylpKQIRgaK/m9AzciAXq8XnLdZHEyJN7nLBVhrqQC9Xs/7nq0xOAIIizex9Q2VxJR4u3nzpmi1OmvYl5B4kxvZNiXeiuIskTeA33+ZG7gWus/UirwJRbaLopZ4485DFsqOI2yHbPFWvnx5xTstMVatWsUyuODgYGzZsgW3b99GdnY28vLycP36dcycOVOVCpjWQop427ZtG+bPn4+HDx9i06ZN+Pnnny2+nlgnwl1mQSmnX6fT8Ua95HRcrq6uvHkAlkbehDAVeZNyX3Xu3NnkcaU6v9TUVIuEjzXSJn19fXmDJ2Kjl6bSJtWOvHl5efHmjjiLeOMO6BiixtYSb5bMFQgKCkJAQADPng0Op72Jt/z8fLzxxhtwdXVFdHS0YGEQS+E+b4vaE1e8mYsMWEu8SUlLtmbkTW3xVlBQIDrfDSicfyRW4ZT7HFbDvrj3o1zx9vz5c1Hxxs0cUUu85eXl4cKFC4qn+ZoSb3LXerNW5I1hGLORbWsNjgh9ZsJ2yBZv48ePx6xZs2hhQAWRIt6OHj3K2sctOywHa4s3IfEgt+N6+eWXWdv169cvVpuKIibe3NzcJC0j0bhxY5NiUom0ySVLlqBUqVIoU6YMvv/+e8FzxISPEuJNqBPhfjdSF+q2ZeTNUATC1DlKYKojd1bxZsmakEFBQdBoNBgxYoRxX3R0NBo0aACA71zq9XrefWVN53Lnzp3YuHEjgMIS+HPmzFHsveVEBkxF3vR6veBxNea82SotGbCNeDtz5gzPTrjPQbF5b9zXyU2blGJf3IF1c2nJUhfpBqwzOJKamopGjRqhfv36qFmzpslK3HKRY1/2It60Wi2vEra1Im/cfjojI0OxgWCi+MgWb2fPnsXDhw9RuXJlDBo0CKNHj2b9GzNmjBrtdGqkiDfu2ivFiVCIFSZQS7wJtVWuYzhp0iTUr18f7u7uGDlyJFq3bq1I2wBx8RYYGChpzTFXV1d06NBB9HhxIwP5+fkYP348CgoKoNPp8OWXXwoKIDUjb1qtlpfyxo1gSU3tMlewREm40UIfHx+eeHOWyBvXeTAMKHDF240bN8AwDGbOnImXXnoJ7dq1w927d3nfvRKRAXPRAoPA/O6777B9+3asXLkSR44cMdqdUHo09ze1ZuSNWw3XWs6lnLTJ5ORkwWUb1HAuhSol21K8qWVbBrgpkzVr1kR0dDRrn1TxZq3IdkREBG9gw1CMgyvetFotkpOTWfusaV8bNmzA5cuXART+lkrOsTIV2VZCvKmRNinFvqwl3gDrpCUT0pA9VLpgwQLj3+vWreMd12g0mDt3bvFaVcIwNyL64sULRcWbmJOmlngTcsi51zJH1apVWetVKYkp8SaVzp07Cy5ADBQ/8nbv3j3WPaLVanH8+HH07NmTdZ6akTehToQr3pSIvKmdNikUeTM4l5cvX8bevXvRokWLYq8PZs+Rt+zsbKxYsQLjx48HUOiIjBkzhvcbK1Ft8pVXXjGZZmZoo0ajQY8ePXjHfXx8eNUyuVjTueQ6aErer2IFFQB5aZNi91dmZqbiZcVtlTbJMIxNIm9///03a7t9+/bIyclhZcaIFS0pbsESSyPbrq6uGDRoEFasWAGgcN222rVrA+CLN4DfL1nTvrhLHYiloFqCKfuSM+dNr9fbNC2Z+5upNTgi9B08evQI1apVU+V6hDxkPw2E1i4iioeUyNv9+/d5+8zBMAzS0tJw+/ZtPHnyBNWqVUPlypWtnjYplC5iak0+ayMm3qRUmjRgat5bcTu/e/fu8fYJiTc1I29CnYizpE3m5ubi0qVLiI6OhlarhaurK/bt2ydYAVcq9jTnLTIyEj4+Pixx9umnn7LOjYuL472fEmmTbdq0wdGjR0UX8DZnYxqNBqGhoSbnW9hSvCl5vyqVNmnq/nrx4oXJZXfkwrUvV1dX3n2jhnOZlZUl+PuqKd4YhsHx48dZ+9q3b88THEKRt+LO+waEB0eaNGlicgqFwb6WLFmC5s2bIyMjA++8844xsh0QEMBbVJ2LmH2pUW3SVvYlZ85bcnKyYFEaW0W2rRl5o3lv9oOqHjTDMBg2bJig80n8D+4DiusEJScn8zolUw+1+/fvIzY2FkFBQQgJCUGjRo0QGxuLGjVqYM2aNbwcamuLN3srLhMSEiK45IWcdpYtWxa1atUSPCY2J0dq5ydUFIHrRAC2j7wpkTZpi8ibVqvFmjVrjB2yTqfD+vXri3Vde0qbdHFx4S10zz2X+0wA5DuXQgMy9evXN7lun5QBEnMjvbZ0LpW8X5VKmzR1fyntYAoVMeI+F9RwLrmpfQbUFG/p6em8zxIdHc1bb88QeZs9ezaqV6+OPn364NatW7z3U2JwJDY21uRrDPbl5uaG4cOHY9y4cax+TaPRmF27qyQOjpgSb2ICxlppk9xnprUjb4R9oKp40+v1WL16tUlnjeA/oLil669fv86biGzKaRg5ciTi4+N55+h0Ot6IO2D9OW9yOy21MSzUzUWuyBSKvrm4uMDV1RWA5Z2fkHhLSEjgOadiHZ0Sv6OQA8YVQVI6QIZh7C7yBvBTnYq7xqEpJ1ktB1Ms8gbwUyfNodFoZC+9IiTEmjZtKrgguKnXcLFWNVcpcH9XazmXXPGWmZkp6NgBpu8vpcWbnLRkJRHzKdQUb0LOeWhoKGrUqMHa9/z5c6xevRqffPIJrl+/jq1bt+KDDz7gvVZu2qRQ1lOnTp1MZrFIqcrcuHFjk8etWRDIVoMjSoi3jIwM0WUiLEWoSBg348Waackk3uwH1XPXrLWsgCPDdQC4i2oWXWDXQG5urujI8j///CN6LaGHkqETKaniDRBOnZSTNgkUdqRcina4xZnzxiUvLw/nzp1j7VMz8iZUcp/rNEiJDmRmZpr83LYSb9yR8eI6DeYib2o8F5UUb5akNoeFhaFr167G7ddffx0vvfSSsTiCEFJsrEuXLiaPG35PWziXpp7DcpFTUAEQdzCtGXkTci7FIm8Mwyg27UJMvCUnJ6u2eDT3t3d3d4ePjw8qVqzIS2nkFm7bt28f7/3kirfy5csbBwINNGzY0GTkzNEGR6wZeTNlX5mZmaKiyNQAgdIVXYUi29aolpyVlSU46ELizX6wn4lHJRhz4k3sgSDklOv1etGUEiE8PT2ND2USb2zkRt7MVcBUMvIG8FMn1ZzzZmqNNwNSRi/NRbRskTYJ8MVbcZ0GU+ItOztbMdsqiljaJCBfvFlqo1u2bMHKlSuxevVq/PbbbwBQbPFWr149k2sx2tK5BJS7Z01FBgIDA3niVCx10pR4s4VzmZubixcvXqBTp05wdXVFTExMsVPMTGXzmFvA3FK4bQ4JCYFGo4GbmxsqV67MOmbu+eHj48MTYuYIDg42ikIXFxfMmTMHXl5eThXZ5n7HGRkZigl+OXPeAPG+ypSAscXgiBqRbUs+O2FdSLzZGL1ez+v8ueJNDCGn4cWLF7yHXcuWLUXfo6hAKcnijZuqCsgXb+Y6ZCUjbwBfvCkZeWMYBvPnz8eQIUOwd+9es2u8AXzxlpqayvuM5sSbrSJvXCe0uA65uU5cjXlvSkbeLJ2X6unpiaFDh2Lw4MHGaERxnUuNRoNXX33V5DWL/m9AaedSr9cL/q5KiTdT1fA0Go3keW+2TpsUci5XrFhhjD4dPHjQWPnQUkyJN7VSJ4XEmwFu6qQ5LO0DZ8+ejevXr+PGjRsYO3YsgOIPjlSpUgWVKlUSPW7tdd6KwjCMYn6IKfsKCgrizSkUi2xbU7wJLXUjFtnWarV4+vSpyeIzUiHxZv+QeLMxGRkZvBQqqeJNyNEV6tQGDRok+h5FOxEh8aZEepcjiDclIm9AYaqYGJZ0fnq93qR4K/r7SIm8TZ8+HWXLlkWbNm1MrlE1c+ZMjB49Gr/++iteffVVnD9/nnVcKPImVJiC2wmYm/9qq8ibku3Iy8sTnY9kwB7Em5eXl2gxECVttLjOJWA6ddJa4i09PV0wCqDUgIOpyAAgfV6OrdMmhdK6Tp8+zdpX3PXx7E28cYuWmKM49lW1alVUrFjRuF3cwRHAsmrJSqen5uTkCEaRrBHZ1mg0ku3L1P2ldNESqWmTjx8/RuPGjREREYGXX3652HUmTIk3mgplH5B4szFCHX9xIm9co/Xx8UGvXr1E38OUeNPr9YqE5B1VvMmd8wYA3377LSvCVlTMWRJ5S0pKEj3v0aNHrJRKc5G3CxcuYOLEiXj48CEOHz6M1q1b4+TJk7zzs7Oz8f333xu39Xo9Vq1axTpHSLyFhITw5klxO0B7iLxpNBqeI8KlOA6DkIPMHQhQWrwxDGMybbJ06dI8+3777bdFnw3WEG+enp6ShDQAdOjQQTSqbbArtZ1LMeFjDecSkF5x0tZpk0LPBqXnlJpyTtWq5qpk5E3ufDdTqC3eDBF0tQdHxISPrQZHHCltcvHixbhw4QIA4PTp0/j111+LdV0x+8rJyVG8jyYsQ3XxZlhPhBBGyBDKli0r6bVSxFtYWBhKly6NRo0aCb6HKfEGKJM6KbYouD2hVOStYsWKWL9+PVq0aIHXX38d8+fPNx6zpPMTm+9moGjqpKnIG8MwvPWAUlNT0aFDB95k+rVr1/I6Ie7aRUJpky4uLry5A1wHk3t/ch17Jec4AMJpJwC/UqbQ6yxNPxFyQmrWrMnaVtrBFCqcUdRx02g06NOnj3Hb19cXn3zyCWJiYgTfT0kbFXMu5QyOBAUFoUWLFrz9Hh4exj7G2Z1LKeItNzfXpECzRbVJgL/4cnHn4ZbkyBsXU+JNah/Wrl07waUIPD09bW5fag2OcKvpSl3rzR7TJg3CzcD169eLdV1Tg6yUOmkfULVJGyMkbKSU9wWkizdAPO3I1Jw3QBnx5qiRN0vn/fTp0wfHjh3Dhg0bWKN53O83PT2d1wE+e/aMVXDG3BqJRcWbWCdXUFCA/Px8wUI2WVlZiI2NxZYtWwAU2uu8efN453HtWGh0HeA7mOYib9yJ/oAyBVYMCDmXgHnxVpx2cJ0Qf39/3oCM0uJNyGHniqNZs2Zh1KhR6NevH3bt2oVKlSqhZcuWgk6bNSJvciPbQs+wog6lIzuXer3e5JwcQFrapLn7yhZpkwC/Xyrud2aqKJe9iLeqVasKDjgA1om8+fn5Cdq2WHteeeUV3v6iNqV2NVc1B0cKCgp47bXEvvR6vUkbs0XaZG5uLh48eMDaV1y/zZR4e/jwYbHem1AGVcWbq6sr9Ho9oqOj1byMQ8N9MAUGBkp2nIQ6QG6nFhoaCgCiE/6LXsuQUlaUkizeLEmbNAV3UjjDMKwR6e+++w6lS5dGZGQkli1bBkCZyBtQKETERqvz8/Pxxhtv4O+//8ahQ4ckzUcRirwB5jtAKeJNybSM4og3Sx1MroMcEhLCc7CUFm9CTjn3/g0PD8f8+fOxadMmtGnTBkChA9O0aVPea5W0UbFFuuXaV9FlCAwUFdjFcS6vXLmCPn36oE+fPqL3v5rOZU5ODm+AhBsZkBJ5s7Z4k5o2ycXZIm8hISG86Q5ffvmlpH63uCgR2QaEUyedZXCEOzACWJY2+fz5c5MZGbZIm8zPz+cN8hbXvijyZv9IGpaZNm2a5DfUaDT46quvLG5QSUNIvEkdlZNSsMQQeWvWrBmCgoJ4I/RFOxEXFxf4+vqyBJsa4s3SiJaa+Pv7o0qVKkYx5enpKbtCnzkCAgJQpkwZlnPx33//oXbt2khOTsaUKVPAMAzy8/PxySefYPDgwbyHcqVKlVjzR86fP4/MzEz4+PiYfGBnZGSYHK0uKChAv379UKtWLUmfRcxB43aA5tImhaqcKVm0xBbiTcjJ40af1I68yRl1j4mJ4VUuVdJGvby8EBwczHNs5DqX9erVM3ncUudSr9ejd+/exlSjy5cv48qVK7w5dmrOeRN6zlqSNmnuvlJ6zpstCgIB9ifeAOCrr77CiBEjwDAMunXrhoEDByIhIQGTJk3ivZc9RrY7d+6MiRMnsvYVdeLVFm9i9qXE4IgU+5ISeTMnXKwReRPqe7ltJfHm/Ejq3adMmSL5DUm8yUNIvBnWXjP3cJSTNunm5oaOHTti06ZNvOsVxc/PT3XxZo+RN41GYyyNn5GRgTlz5qgiMqtVq8ZyLgwO47lz56DVao3709PT8e+///Iib3369MFPP/1kHP3T6/X4559/0LhxY5MpykKRt9KlS7McwNTUVBw7dkzS51AqbbJ06dLw9/dndTaOHnnjduDBwcG80XGlHUxTlSbNERMTg2+//Za1T2kbLVOmTLHFm0ajQVhYmKjjbqlzeefOHdYckevXr+PixYto0KAB6zw1I2+WRAbsNW3S1dUV7u7urOcZl+I4lwzD2F3BEgAYPnw4WrdujRcvXqBBgwZwc3NDkyZNEBAQwHuWWCNtUq59ce93LsURb+fPn8ekSZPg5uaGb775hjcHGFA38ibkx1gy582ccLHGnDc1U/4NmLIvEm/2gaS0Sb1eL/mfTqdTu81OhZB4A6Q5T3LEGyA8Z4R7HTXWenME8QYUppY+ffoU2dnZeP/991W5BnduhKEQiFCq1j///MOLvNWoUYOXhnz8+HGzHZxQ5O3LL780WYnUFGJpk9wOkCvWuNthYWG8+8HRI2/2kDYpdd4sALRo0YKXcqi0jQo5mJYMjvz444+s7datWxv/ttS5vH37Nm+fUBVWazqXLi4uvHuUOzCSnJzME0jcQQGuA2+NtEnAvH0JLZEjlYyMDJPC8MmTJ4oWPTIgNCjDpXr16mjatKnRntzc3ASLAilpX/7+/oKDaXLFm4uLi8lovaXVXAsKCtCzZ0/s2LEDW7Zsweuvvy7426s5OMK1Lw8PD94zT4nImy3SJoVQc84biTf7gJYKsDHcEXM1xZtQTrva4k2v1/NGgexVvFkDMfF2+fJl3rmnTp3iRd4qVKiAl19+mbXv33//NdvBCUXeSpUqhTVr1qB+/fqS229ArAMxJ964bQgPD+c58SUh8paUlKToQFdxIm/e3t7o0KEDa1+dOnUUaNX/EErtsmRO6YABA9C2bVsAhQ7YJ598YjxmqXPJLWMPACdOnODts6Zz6efnx5t/LGUdRe6gADfC8eLFC0WFjZh9mXMwGYYRjDZKwdwaVgUFBSZTxC1BaCkObuRNjI4dO/L2KRl502g0goMjltjXggULWNtF227p4Mi1a9dY/dilS5cEqyFac3CEG3UDhOe8cUWmuYwJWxQsEYLSJp0fEm82xpqRt8jISDRs2JB1nDvJWmnxJvR6Em//w1Tk7cCBAzyHoXz58rz3ePDggUXiLTQ0FH5+fti5c6egYzhw4EDR97Mk8pafn89rp1Dkzd7F28OHDzF48GDExsbi77//5h2XEnnT6XSKOpjFEW9AYSXKWrVqwcPDA6NHjxYsYlIclBJvrq6u2L9/PxISEnD79m10797deMxS51KqeFNyzltqaipiY2NRrlw5fP3112aXCQAK7dXcOopc8cadwyo0mFYchCIDgLqDI9znmLu7O0/oKp2WnJOTw7ufpIo37sAIYJ3ItiX2NWzYMKPte3p6YuzYscZjlhYEsofBEXOVXAG+eMvNzeXZJVe4cP0na0Teii7fIEZxbDwvL8+kbZJ4sw9kizedToeffvoJTZo0QalSpRAQEMD6Z4/FKOwZpcWbWLVJA998841x0c3o6GjeqKDS4k2ojSTe/kdKSgqeP38uKN6EHpLly5fndRgPHjww6wi9ePGC17EYhH25cuWwfft2lvP72muvsRxjLpZE3oTEilDkzd7TJj/66COsWbMG8fHx6NatG27evMk6LjQ3Jjw8nNfhKpk6WZy0SaAwQnPx4kXk5uZi7ty5iq/PqZRzCRSmdzVu3JhXIVZJ5zIxMZF3vyrpXI4cORLx8fF48OABJk2ahD///JN1XMi5dHV1ZQ3GAfyiJVzRIjS3SEkH09K0ScByB1Mog4D7vSidliz020sVb9WqVeM9s02tzWYJStmXu7s7jh8/jhMnTuDmzZusqRaWDo5wn4+A+oMjXKQMjnD7LoA/OMLtk2vXrs3aVjvy5uPjA41GY9a+MjMzLU5LNhfZfvz4sSppyYQ8ZIu38ePHY9y4cdDpdOjYsSP69u3L+ld0IVjCPNyO3/DAlSJwuK/V6XS8hwe3U+vatStu3ryJo0eP4tixY7wHstLiTcixUTJlxNGIiooyimcDe/fulfQ9ly5dGl5eXrw1wx4/fmw2ivPgwQPeA7fovdGsWTMcP34cQ4YMweeff45ly5ahRo0aou8nVbxlZ2cbRz25qRgajQYhISFWTZtUIjKwe/du1vt///33rONCaZPu7u6qOpjFjbwBhaJIadFmQKnImym4z7Lc3FxJrxOa8wbw570pldb14MEDbN68mbWPW0hKKK0LMF9xkntPValShRetU1K8WZo2CSgXeQsLC+PdX0pH3ri/vUajkTxQrdFoWFUcq1atakz9VQolB0dcXV3RvHlzvPTSS6z9aos3JQdH8vLy8Nlnn6Fbt27YuXOnJPHm6+vLu2+54o17X3HFW25uruTnjhQsHRzR6/U825SKOfGm1WoVT0sm5COtlnQR1q5di/Hjx+O7775Toz0lDiUjb2lpaSYddAPlypXjjQQaUDvy5uvryyvBXZJwc3NDlSpVcPXqVeM+wwLZ5ihfvjwA8MSbXq83pl+KIeSgcqOy0dHRWLVqlXHb1FIJUtd5AwpFm6+vL0+8hYSEwNXVVbWCJQzDiHZ+ljqXWVlZvBScVatWYfLkycZIkNjcmIiICNZ3oKSDqYR4UxMlnUsxuPfz8+fPkZWVJSqEDAhF3oBCBzM2Nta4LcW5PHPmDH755RfUqlULH3zwAU84AcCyZct48x25i+wKOZeA6aU4GIbhibfIyEgEBQWx2q7kcgG2SJsUyi5xd3fHhQsXjPvUFm/BwcGCv60Y77//PurVq4e7d++iS5cuPCFUXGwxOFKcyPalS5eQnp7OevYrKd7GjRuHhQsXAgD++usvjBgxgnVcyL40Gg1KlSrFmp/H7bO4kTehucGpqamiyzfIRcy+vL29zQ7CZGRkiPbTpuB+5qCgILx48YIVyXv06JFgpJKwHrIjbzk5OYI53IRlKCnehEZMuA6NOdQWbyU5ZdJAtWrVWNvx8fGSXlehQgUAhb8p1zkSKnhSlDt37rC2fX19zTpYvr6+RsHIRUz8BAQE8CKLhs5AqFgJwK86qFTkTci5KG7apNBE7vz8fMyZM8e4LVaVjut4K5liU9y0SbWxhnNZrVo1VuSQYRizgxrp6emio8jc6IC5yNvTp0/xyiuvYNGiRfi///s/fPPNN7xztVotli1bZrJNgLh4MxV5S01N5VVhjIiI4N0L1kibLM5C3Tk5Ofjpp58wdepU3nMLEI68qb0Uh7llAqTQokULDBgwQJWBFWsMjnB/U6mDAEKRN4Zh8M8//7D2KRXZfvbsGZYvX27c1mq1WLt2LescsQEdUxUndTqd2YJAgLLPdaG0SaB49mUObh9XpkwZ3nOH5r3ZHtnirVOnTjh16pQabSmRqCne/Pz8JDmp3NcURWnxRnMi+fPeuA9oMQxCSqPR8KJv5sQbN/ImVdSLpU6KjehpNBrReW9CywQA/Htdrni7evUqxo0bh40bN7JGKoXSRoor3oQWRgaAxYsXIyUlBXq9XjTypmZ6qL1H3qwh3nx8fBAVFcXaVzTCLYRYyiRQuFSHIUKWk5Mjmg5lGJXeuXMna8Bg9uzZvCjtjh07JAkLMfHGddKL3o9C71u6dGlVxZsac0pHjx6NsWPHYsqUKejUqRPPCbWHtElLxJuaWEO8VapUibWdkpIiWE6/KDqdTtTGig6OaLVa0ftB7nNy5cqVvEqz3HtezL5MrfX27NkzXsS8fPnyvGkg9jKn1FLfjdtPh4eH8+YXk3izPbLF27x58/DHH39g3rx5uHHjBlJSUnj/COkUZ6mAnJwc1kirqUqTUqHIm/pwxZtUDJE3gF/l6saNGyZf+/DhQ9a21HtDrK2mRv7ExBtX+IhF3oQ68Xv37mHatGn47bffWOkbaWlpaN++PRYsWIB169Zh1KhRxmNqiDcxZyUrKwvz589HRkYGL3XZ4DxzP6eS6Wv2Lt4CAwPRqFEj43aZMmVMpuVaCre64pUrV0yeL5YyCRQ++wyDIqYcMp1Oh5ycHJ5gSE9Px4YNG1j7Fi1aZLI9BqSKt6KRAG5UIDQ0FB4eHrx7wRppk5ZGBhiGwbp164zbiYmJrG1AmnhTu2BJSRRvFStWlJ3x8fDhQ9E1+YqKN1P3pJzIm16vx5IlS8yeZ0laMte+XVxcUKpUKd69oObgiBKRt/v372PgwIHo3r274NxDEm+OgWzxFhAQgOrVq2Ps2LGoXr06wsPDef8Iaeh0Op6BGRw8oQiVkMNZ9MFmrtKkFEi8qY8S4o0beTO3ZpiUuZBCiEXeLBFvXAFp6BDMRaSysrLQpEkTTJ48GW+99RamTZtmPLZ+/XpWp7pr1y7j38UVb0IjvqZGmufNm8dbVB2wTuSN6zDYm3jTaDT47bff0KNHD3Tq1Anbt283uSCwpXDTmIoj3oD/OZjmBiVfvHghGJVdunSp8e///vsP+/fvN/k+BpQQb4ZzlYi8FRQU8PaZmlNq6eDIixcveO+5ZMkS1oANRd74WEO8ubq68voDc/YllDJp4OTJk8bf1dQ9WXSQOjExEZMnTxadJ/7XX3+ZtWlA3L5M3UdcwRIREQFXV1eefVkjbbI41VwHDRqE9evXIy4uDj169OAJZyH7IvFmf8juPd9//31s3LgRPXv2RM2aNXnlmQnpCBmXqchbjRo18O+//7L2paenG0WaPUbehCa/lnTMibcmTZogISGBt7/o/DOueOMSEBBgcsRSqrAXa6upidBi4o37wDdUMzNXsCQuLo4lmmbOnIkxY8YgKCgIv/76K+vc1NRU6PV6uLi48FLWipZYVjptEijstGfOnMna5+bmZrQp7r2vlHjT6/W897K3OW9A4fNr+/btql5DycgbUOhgjhgxwqxDlp6eLijsT506hfPnz6N+/fpYvHixyfcoilTxVtS5VEu8TZ48GdOnT0fp0qWxadMmNG/eHEDhXE9uOfLiznkTipidO3cOp0+fRpMmTQDYh3izN/uKjIxE2bJljYVvwsLCRIuSFYfatWuzfBBzkTdT4i01NRXXr19H9erVJdmXTqdDvXr1jOnLixcv5hUiKW5kW454M5yrVlqyXq/npWoX177y8/Nx+PBh4/bz58+xdetWvP3228Z9QpE37kAbiTfbI1u8bdu2DdOnT8cnn3yiRntKFELOmynxVr16dZw/f57VYRZ1MO1RvHEjEWp0KI5GWFgYQkJCBDus8PBwdOvWTVC8mUqb5PLSSy+ZFG9qRt7EJn1zI28G8WYuInXt2jXWdk5ODlavXo0uXbrwyrkzDIPMzEwEBAQIpiQbCloonTZpgJviFRwcbLymWpG3zMxMXmS1pA6ScMXbzZs3kZeXB09PTzx+/BirV6+Gv78/3nrrLQQEBPDm40RERLAEhCHyZs4hE4u8AYXVJb/44gtWJVeg0PkTExliBRW4zmVycjLy8/Ph4eEhGBkA+PeCHOfy33//NUa6Hzx4gM8++8zo/AlFtotbbVLs+1i6dKlJ8cYVtVlZWcjIyFBsWRp7j7y5urpi+fLlGDlyJHQ6HebNm6fKwDq3NH5xxBtQaF9SxNuLFy+wZ88elpiZPHkyhg0bZiyQdf/+fcTFxZl8HwOWDI5w7csQjeLeC0pF3oTm2MpJmxTy3YSeUevXrzcr3rjXI/Fme2SnTbq7u6Nhw4ZqtKXEwXXeNBqNsbMREm/ly5c3GaWwR/FWtOwuANHqhSUNsYhWnTp10LRpU95+X19f1gifucibueNSI2+RkZGCHZ0SaZNikTeuXVy//v/tnXd8FFX3/z+z2WSTENIT0iCNEgIoSO8tdJDeRAUUeKT58AXEr+0BfUARsKBSRQSlfUWKPhSpQRR5AOlC6FWKEAJJIAmkzO+P/HbduXNnts1ussl5v168dO5OZu4mc+bezz3nnnNOdo/58+dj+fLl3PsbRZvaPjCtxFuLFi0kx6wnwnxgd9aeN95kvLyKN3axobCwEOfPn0dBQQGeffZZvPHGGxg3bhxGjx4NQO55GzhwoOT47NmzVu3lVvK8AcC3336Ltm3byv7es2fPVryetZNL4O9nki03YHwHsJ4BW5478zBkoDjFuxFeoiVHi3Qr7VVbvXo1srKyUFRUJNsewPO8qV3LHkq7eAOATp064dKlS7h69Sp69uzplHvwxJv5Oy8zM1OSLESrsOSsrCxcv35d0vbXX39h48aNpuMvv/zS6uLR1i6O3Lp1y/T9lMSbo5632bNnIywsDA0aNJAsVDrDvniLI7t27ZKIOtrz5h7YLN769OmDbdu2OaMv5Q4vLy907NgRjRs3RlJSEqpXr26qHcMTbzExMW4v3sy9R+UZtlyAESXxFhsbK0mDbo3nTQ1rnw1BELhC09awydzcXNmgpuR5e/LkiSRrH0+8nTt3TpKe3xytxBsv+Qi7ctmrVy+TR4CH+cDuLM8b+z11Op1mHgd3IyAgQPbsnz59Gvv27cPvv/9ualu1ahVu3rwp87z16tVL9mwcOHDA7j1vQPE7mi1Z0LNnT/Tq1UuxKLqSeAsODpaFMBlFitLiiCOTS3aPnnm9J7U9pfbWUVQSXI8ePcLKlSuRmZkp298bEhKCChUqyJ55LUMn3UG8uQJWvN27d8+0eDB9+nSEh4ejUqVKJg8Y63lLTEyUHNuyp5T3bBhDkfPz8yXlAQD1BUxrwyZzcnJMcyClxRFHEpacOHECU6ZMQXp6Og4fPowpU6ZI7s3iaMISnk0UFRXh+++/Nx1bI95u375tcZ894VxsFm+DBw/G+vXr8T//8z/YuXMnjhw5IvtHWEdSUhK2bduG//73v0hLS5OsuiiJN7UJYGlLWFJQUCCbUJB4K0bJ81arVi0EBwejatWqknbWY+mo580WYc/rq62eN/Y5AJTFG/D3cy2KIle8AfywEvOfZcWRreINkD//rHelUqVK+Oc//6n482qeN2eJt4CAAJsKCJc12NDJtLQ07Ny5U3besmXLZCnFk5KS0KBBA0nb/v37LU4u09PTrZ60VatWDQsWLECFChUUF3GUJpc6nU5Wc8k4IbPW88br57x581C9enX06NHDNI7k5ubKwpKLiopMNsETb7bsKbXF8wYUJy7h1TI1vsucue9NqfxHeSMuLk72tz19+jTOnTuHf/3rX3jy5AkePHiAUaNGobCwUCbehgwZIjk2Fuu2xvPG+3vu3r0bZ8+exZw5c2Sfz507V/F61oo3wHb7siVscuvWrZJj8/mzo4sj1oo3oNizDRRHKvA826x4KyoqsriFgHAuNo/w7du3x6VLlzB37lx06tQJDRs2NP1r0KCB6io0YT2lxfP25MkT2QTHWm7cuCHzXFDYZDFqYZMA0LhxY0l7fHy85JhXqNscS543W4Q9b9+brZ43VrxVrFhRNUTY+FzfuXPH5iKt9nreeCFp7L1Z70p4eDj69+/P/VlAOsnjJSxhwyztobRnmnQ1vKQlPPHGphT38fFBpUqVTAk5jBw7dszihMxSqQ4jVatWRWpqqmmSWLduXe55SpNLQD7BvH37NoqKihQTAlkqFfDHH39g/PjxOH/+PDZt2oSXX37Z1M7LMmn8eXZy6OPjY1o0sNfzpia4jh8/ji1btsjuaXwXsXtteULPXsjzVoyHh4cso+upU6ewefNmybvs1q1b2LFjh+xZ69+/v2mPGvB3sW5r9pQqPRuTJk3C1KlTJW3NmzdH7969Fd+FSvbl6+srG4+0WBwB+Avhv/76q+TY/PfFet70er3pd2dvnTel3+G+fftw7do13L9/XzYmGbPIe3h4SNopdLJksVm8ff3116Z/S5culfwzthGOExwcLHmJ6PV6JCYmuly8AZBl7WMRRRHr1q3DqFGjsGbNGpPxs8lKfH197fIGlkXUPG8ATBMoI+xeHF6hbnO0CpsEbPe8sZOohw8fylZgzVfyvL29JQM68LdXSsnrpoY14o3Xf973NLevwsJCmY2Fh4fDy8vLtIeKRS1sMj8/n7u6aivs9yxtmfBcDTu5PHDgAA4ePCg7j30/xcfHQxAEPPXUU5L2P/74w+Lk8vz585JjDw8PmchKTExEamqqxDbtEW+8cgF3796V1dNSm1yaT9C2bdsmOf7xxx9x9epVHD9+nHt/4/PG/k7M7+MMzxsAzJo1S3Js/h5zVta/J0+eyCbC5VW8Afx9b7ytNPPmzZMc63Q61KhRQ5YzwRrPtpLnDSjel2n+7Ot0OsyZMweCIMi86EZsWRy5desWcnJyZH1UCptkzxNFES+//DJCQ0MxevRoU6h2UVER9u3bJzn30aNHpu/CzrvMF0y19rwBwJo1a2Qhk0Cxjel0OtnvhRdNQ7gOm7NNDh061Bn9IBg8PT3x5ptv4n//938BABMnTkRISIiieCsoKJANVlqJt4cPHypOCPPz8zF27Fh8+eWXAIo3DRsMBvTu3ZubrERpj0d5o2rVqtDpdBLPZExMjElgtG3bFrt27cLOnTuRkpKC1q1by64RExOjuOKvVcISALLJbGhoqGwVzhxerUe2xIX5BFYQBAQEBEiEkVG8sXuFrMH4s7Z63mJjY+Hr6ytZ8WTrKLKrksYQtn/84x+YMWOGzEutFjZp7KuaF9MaSnuBblfDet7Y95ASCQkJAP72fhu5fPmyomfVCCvewsLCMG/ePPTt2xeiKKJWrVr46aefZHaplXhjJ1IeHh6mZ5N9dz958gS5ubmm547NGCiKIpYvX+6QeNNqz1tycrKk3AO72m8+xjmrWDLvOiTe/ubw4cM4efKk7Dw22U2VKlXg6emJJk2aSBZTjh49KtnjzOPevXtcYcHjtddeM3nPGzZsyPW6KyUsAYrty3zcuXXrlmrYv6VFgx07dpicGrdu3cKrr76Kn376CWlpadxn68GDBwgLC9NkzzaLJfHGRh34+/vDYDAAKB7rzL2PWnq2CdtxaGPEuXPnsH//ftnARWjD66+/jgsXLuDMmTOm+lHsBNA4APLc3faIN95LTWnfW2ZmJrp162YSbkbWrl0LQL6yTfvd/sZgMCAuLk7Sxg6K7dq1w/vvv4927dpxr6GWtETrsMlevXqZjidMmKB6fmBgoCypgpp4A5RrvbGeN9arwsPesMmoqChVzzYvIYXRxipVqoTBgwfLPlfzvAHa7Hsj8SaFFW/WYgxNTkpKku0ZPHz4sOSYFVesZ7lSpUro3bs3Lly4gJ07d+L48ePcBRUl8aY2ueR5BtiQrsjISNMCC2/hzXzSyEv3vnDhQll2PyPO9Lyxk8u3335bVci6wvPG8wqVZ+82O04dOnSIu/+YnY8Yk5Wwnrfjx49bFZZsTYh5rVq18O6775qOlbbx2Op5Y8Wbv7+/Keyft2hg3lfzumoAsHPnTmRkZMhCJo1otThiS9gkUCyi2T6ZL8Q6a3GEsA+7xNvatWsRGxuLmjVrokWLFkhKSkJsbKwkYw2hDYmJiZJwLqW06rxVEHtCFPV6vWzgffjwITIzM9GvXz8EBQUhOjoaDRo0wNNPP40dO3bIrmFcKaVMk+qwYXrsoGgJJe+ah4eHKdSBh6+vr83ennXr1mHHjh04cOAA3nrrLdVzBUGQLRywq/iseFNK5sGKt169eqFly5aSNnZQURJv5vfgTS6jo6NVxRu7QTskJEQS7vnqq6/KrmneNy8vL9mgq4V4UxvkyyMhISFc768ljJ43Hx8fWcIg1qPKLrywngOj1yshIQHt27dX9FRHRETIEpAAtnveWPFmbl+8RQOjbYiiyC1krraqrmRflsQbG07NZnPNz8+X3bd27dqYNGmSYl/UxJtW9bbY6/j5+cnCvMsT9i6OGMUbG8lhLG9gDjt3sSYCw8PDA8uXLzd5igBtxBvPvszHXva5KygokAgn8/IaQHH4/ebNmy2KN7XC8M4ImwSKS/CY4wr7IuzDZvG2ZcsWDBo0CAEBAZg5cya++eYbfPDBBwgICMCgQYNk2XMIbVGaXLIZgipWrGh3kU5exskvvvgC69atw4MHD3Dz5k0cPnxYMRzpzJkzKCwslHneKFmJlH79+kmOBw0aZNPPK3ne/P39odPpFAcoe0S9TqdDSkoKt4wBD3byzIZI2et5q169OpYuXYqEhATodDoMHz5clsHM3rDJqKgoRc82IBdv7GT0mWeeQdu2bU3HgiCgWbNmknOcUeuNPG9y7JlgGsUbYHkhhRVvLOyzoQbP++Zo2KT55FKv18vS6BsF/7Vr12zOKGyvZ4DnNTe/Ny97XUREhGnLAA/zdld53spzyCRQ7KG2RjywGO0rOTlZtpjBigo2QZd5Jm6geHGEzYD41ltvoX79+pK26OhobsizrZ43W8QbYNmzvXHjRoc8b/Z4tgsLC2XRI2ydUvY9ouZ5I/FWstgs3mbMmIGOHTvi2LFjeO211zBkyBBMmTIFx48fR0pKCqZPn+6MfhL/H6VJrhbJSozwxBtvw78Sjx8/5q6mkedNyrBhw7B48WK89NJL2LRpk82ZWpU8b8ZnRKnWlyPPhrVY8nxY43krLCyU7emrXr06qlatigsXLiAzMxNLly5VzKZnq3iz5HnjZZpkWbVqFdq1a4fY2Fh89tlnsrpGzigXQOJNjpJ4CwoKkqzMm2M+YWT3vamdy4PnTVOCJ94s7ckxx5LnDVAWNryJpSXsnVzyxJv5BJPd76bX6037vN98801uX1yx543EmxSdTmdV+DqL8V3o7e3NzWBsDrs4wr4nY2JiMH/+fJMHtFu3btyIEEEQuOOqWuSJreLNuFhqjvHZy8nJkYVUA8CmTZtw5coV7v2NP2vr4gi7WM+Kt/T0dFlttnfeeUe1rAyFTZZebBZvx44dw5gxY2R/cEEQMGbMGMVNzoQ2lJR4U3O3JycnyyaMp06dIs+bBXQ6HUaOHImvvvoK3bp1s/nnlcSbUSAoiTdXZPy05HmwJN6ysrJw9epVWQY9Y10sQRBMzykvBT+gLmp4K6+WSnHwaryxREREYNeuXbhy5QrGjRsn+9wZ4o3CJuUoibeUlBS0atWK+5kt4s2ZnjeDwaAalsdOLnNzc2Whj+y7gX0mjLbBhnRZg5aeN3P7YseYSpUqmeYZY8aM4b7vSiJssryLN0DZM63mETJfyGJDJ1ks2VdERAR69uyJGzdu4PTp0/jhhx8UI43YjJO+vr6qCbdsFW86nU42BhmfmbS0NO5ePbXyS/baF1szkvWos4sjgiCgXbt2ksLgLObijcImSxc2izcPDw/FBy8/P79cF4d1BUphXa4Wb2PHjsV7772H+fPn4+DBg3j66acln//666+yVLfkedMWtbBJoHR73tiQF95eTjZkMigoiCs8eZ43URRVi3QHBwdLQkAbNmxo8543WyboSn0lz5tzUPIMpKSkoHPnzrL28PBwyXvP0bBJWzxvLVq0kIg1SxNb3rVPnDghOWYXR9hnoiQ8b7wCz2qeN3MPo7e3t6yWF1AyCUtIvCnbR/fu3RULz5uHJbPzBRZLnm2jwAoLC0PNmjVVxRgb6m9p/GM92xkZGTLvmaXFEeOz56zFEZ59sd7M7OxsWe09c8LDw6HX6zFt2jTFvyd53kovNiuthg0bYtasWbL6RI8fP8acOXNkxYUJbbE2YYmW4i0rK0s2sA4dOhTvvPMORo8ejQoVKshWutm9jzqdTjZhJxxDqVC3Jc9bSYs3nU4nGyB5HilWvNWoUYNbaoK3j+zRo0eyEBF2Artp0yZMmjQJEydOxH/+8x8Ayp5twLqwSUvQnjfXoOZ569Spk6ydnSxWq1ZN0fvl7e1tUZzZIt5iYmIwd+5cBAUFITExEXPnzlU9n1dImF1QtXZyyYo3a/bdGsccteLwPM+AJc+2mngDisPMzZM8sXW82MllTk6OqofDWki8yVGa7Hfq1AldunSRtYeEhEjefWoLFHq93mK2ZNY7pkZKSorkfTBs2DCbr816ttn+Ke0Hs0e82Rs2yS5YFRYWSrKAsuLN+D0NBgOWL1/OFcCUsKT0YrN4e/fdd3Hs2DEkJCTg1Vdfxfvvv4/x48cjISEBR48elaRpJbSnJMImr169ioKCAkkb+4JjJ0u8l115ztDlDJQKdRufES0TltiKmnirVKmSrJQAb1GCzTCmtKLL82bxRBF7XlhYGObMmYOPPvrINNl2NGzSEhQ26RoiIiJkf+/4+HgkJCQgOTlZNvky9woAxftHeEXbgeKJGi+Dozm2CvvRo0cjIyMDFy5cQNOmTS2eb2nyas2et6KiIqSlpUnaR4wYIZuYszUmrfEM8PYURUdHyxaUzD1vSpNLI3q9Hj/88APq1KmDgIAAfPDBB5JQPEuJI+yFxJscpcWRTp06cT3b7N5fNc+bNfZlqe6iOXq9Hvv378fixYvx448/Ytq0aarn8/bFmmdFBexfHLEGLfeUmodOqtlX/fr1uftKKWFJ6cVm8daiRQts374dcXFxmDdvHt5++20sWLAAcXFx2L59uyy7GqEt7OQyNzcX+fn5smyTjkzQ2Uk/W8dPEATZxNVSdjcKmXQOPPFW2j1vvFVV9nndv3+/rLaWteLtwYMHsoFPEASZ7fBwtefNXLzl5eXh0qVLsoUSNdi01AB53oDivzc7mUlJSTF9xu4x5XkClPa9BQcHW3yW7BH2tmBp8mopbPLBgwe4cuWKpCA9UOxRWbp0qSlhSvfu3fHiiy/Kftb8v0bMJ5cxMTGScgsNGjRAeHi4Q543oNj7fuLECTx48ACvv/664v2NaDHBJPEmJy4uTibQk5OTUblyZbRu3VomLtjFkcjISMU5ijX2ZYvnDSh+r48cORI9evTgRm+YIwiCRftix12lkELW82bp3oD9e954SWBsWRx5++23JaLax8dHMp9n7cuYVIwoGezaoNa6dWvs378f2dnZuH79OrKysrBv3z7FjeD2sGTJEklSAnOOHDmClJQU+Pn5ITAwEH369MGlS5c0u3dphvdSy87OdqrnjRVvoaGhMi+aJfFGyUqcg5rnrSQTltgq3tq1aycZ2DIzM3HgwAHJOUrijRVET548kU0EK1asaNV+XKWwZFEUNdnzpiTezp8/j6SkJCQmJqJZs2ZWh1PyPHck3ophBdpzzz1n+v+33nrLZDtJSUkYPny47OeVQsOCgoIsegbsqTNnC2qTS144NTvxSk9Pl3kFgoODUalSJTRq1Ai3b9/GwoULsX79em6yk4KCAlk2O/PzBEHA1q1b8dxzz+GFF17Ad999B0EQVD1v1og3NTw9PWVZOsnz5hx4GSeN4cg+Pj5o06aN5DP23S0IgqL3zRr7slW82Yra9X18fGQ2wQspzMzMlBW6t8a5YY14443t1apVk41xauKNtS8vLy9s374dzz33HNq1a4eNGzdK7sk+97x95YTrcCi7iK+vL6Kjo20u+GuJGzduYPLkydw9UmfOnEGbNm3w5MkTfPfdd1i6dCnOnTuHli1b4u7du5r2ozTCe6llZWU5VbyxKW15L7ZKlSqphmuR58058JKWlAbPm5qw4Ym3hIQE9OrVS/Wa1nreAHmBeGsFjZJn4NGjR7J9vvZ4V5TKGsydO9fU50OHDlkM7THCm5xS2GQxEydOxOTJk9GmTRssWrRIMqGsUqUKzp8/j1OnTuHo0aPcv6Wa502tTlRQUJDdNTatRU3Y8BZ02LE0NTUV+/fvl7TVqlXLtIBiMBhM9+A9s7zFBfa5q1q1KlauXIlvvvnGtKfQUc+bJZQ8IOnp6ejbty9iY2PxxhtvcDMAKsHaGIm3Yszf14Ig4IUXXjAdv/baa6b/9/X1xfPPPy/7eaV9b9Z43ux5NmxBTbzFxMTIPGjss3/nzh3Z4oher0ffvn1l1+M9s3l5eZL9auw9EhISJONhp06d4OfnJ3sv2eJ5A4rH7ZUrV2LXrl3o2LGjaj+NfTVy+/Zt7Nu3z+a6kYR9lMrUkK+88gpatWqFDh06yD7717/+BYPBgE2bNqFr167o06cPNm/ejLt372LOnDkl0FvXUqFCBdmLIzMz06nijXWN84xeEATVDG3keXMOZcXzBgCTJ09WvaZ5GJY5vAUNdsHBUfHGhkwC2nre2PCaRYsWqZbnMMJOor28vKwq4Foe8PHxwezZs5GamopRo0bJPvf29kZycrLi70tNvHl4eCjal7NDJgHLk0uWrl27ShIS5OTk4PPPP5eco/T+tiYsGbBu0UDJ8yaKolWTS0soJVX45JNPsH79ely7dg0zZ87E119/bfU1Wc8bLY4U89prr2HatGno3bs31q1bh3r16pk+a9euHY4ePYoFCxbg+PHjqFatmuznlTxvpUG82bo4wi6i7ty5U1Ybt3r16oiPj5f9Lnr27Ck5tsa+BEHA7t278c9//hOvv/46Vq1aBYCfKdyIo/bl4+MjW5Qy2sYvv/yCxMREtGjRAs2bN6dMlC6g1Im3FStW4Oeff8b8+fNlnxUUFGDTpk3o27evxLhjY2PRtm1bbNiwwZVdLRF4e3cyMjJkkzgtxRuLktGrhU6S5805lFbPW1BQkGL6ZiXx1qxZM8VkDTExMYqFiz09PWXef63FGxsy6e3tbdFOeCiJN9brkJeXhw8//NDi9XiZJq3ZV0FYJj4+nru3xLgCrTTBtEfU24ra5JJnX5GRkejRo4ekjV0ht1a8FRYWysLBDAYD93fFomRf2dnZMs+2PRN0pcQRv/zyi6R95syZVu3XKSwslNkYed6KMRgMmDp1KtavX4/evXvLPq9bty5eeeUVxUU3NfFmMBhkSUOMBAUFOX2BSk3Y8OyrR48ekpDF7OxsmTPB6NmeO3euaWzs0qULBg8eLDlPSbyxdhgdHY1PP/0UM2fOND2TzlwcEQRBMWnJp59+ato/e+LECavGLsIx9JZPcR137tzBhAkTMHPmTO7qxsWLF5Gbm8t1tz/11FPYsWMH8vLyuIb9+PFjPH782HRsHDTy8/NlhYCdjfF+9t7X399fEmvM1iABiieJ9l7f0iAcFhbGvbZSdjagOGzH1b/n8gBvld/X1xf5+fmK4cyOPBu2EBISIhM9QPHkVun+EyZMkIVzAcWrlmp9DggIkCRfYMWbv7+/Vd+ZffazsrLw5MkT3Lx5U9JeqVIlmxKLGGEFaGZmJvLz87letkWLFmHixImqgywbKh4YGEh2piFJSUk4evSopM34LPn7++PGjRuyn1F6P2qJ2gJMZGQk9/7Dhw/Hxo0bFX+uRo0asrEpPz+fu2hy4cIFyXFQUJBV31np+WfFIFD8/rD198hOcNPT07n2df78eaxdu5YbxmZORkaGLMSyYsWKZGMaULVqVXh4eMhEtHF8CggI4I4flSpVcvrvX20Bhmdf4eHhSElJwfbt201t7LvBuEewdevWuHXrFq5du4Y6dergyJEjkvPu378ve68bFwotfW92QfHBgwfIz8/HgwcPZGGYoaGhdtmX+ULj3bt3kZ+fLyvrM3/+fEyaNMkt91+7i22XKvE2ZswY1KhRA6NHj+Z+bsyoyFv5Cg4OhiiKuH//Pney88EHH3DLGGzfvl3zPXvWsmPHDrt+jl1ZN39hGDlw4IAsHbu1sAMzy/3797FlyxZZO7uB3Zy0tDTZhJpwHN6G4bS0NOj1elmiGaA4rG7Pnj0u6Bk/nTFQvNigVH9Jr9cjMjJSNtny8vLiPnPmP2fOmTNnJMePHj1S/XkjrAesqKgIGzZswM8//2xTf5RgEytlZmZi/fr1kr0/RvLy8jB27FiMGDFC8Xq//vqrrM2efhF8eJOPmzdvYsuWLbL04UZyc3Od/jdQe5feu3ePe//CwkKEhobKQuyNGL+XOTt27OB6qHbu3Ck51uv1Vn1nnojasmWLLGzY19fXrvcU6008evQotmzZgj///FN27jvvvANvb29VTzVvUeXQoUOyouiEfURHR+PatWuSNuNzqDR/8fT0dLp98Z4XI5mZmdz7165dmzsXM2Ic88znfX/++afsGXvy5Ak2b94safP29rbqO7Pj6oEDBxAeHs5dHDl+/LisVIglWFv55ZdfULFiRdn1s7OzMXHiRPTr18+m65cG2Ay8pZVSI97WrVuH//znPzh69KhVqVxt/eyNN97AxIkTTcdZWVmoXLkyOnbsaFUKcS3Jz8/Hjh070KFDB7tqn3344YeSFx4bnhYQEIBnn33W7v4VFBTgk08+Ufy8Xbt26Nq1q6z96aef5iZaCA4OtrjCSdiHKIoYN26cRDg/++yzqFmzJgRBkIVuhIeHc/92zuCTTz6RDcxAcSFgtWxiN2/exPjx4yVtKSkpqv3+4IMPJAMIu0+lVq1aVn3v9PR0vPLKK5K2pk2bysRgtWrV7Po9Xr58WfIeKioqktVAMmfnzp2YN2+eoveNHXzj4uJc9vctD6SlpSE1NVXS1rJlS3Tt2hXz58+X1SIEgIYNGzr9b2CMUuHRpUsX7n5xoFjMTJ8+XdYeGhoqycbJjlH+/v6SBQZ2Yh0TE2PVd7548SJWr15tOq5QoQK6du0qE13R0dF2/Q5//vln7Nq1y3QcEBCAVq1aybwOQPEipY+PD9q1a6d4vUOHDkmODQYDevXqRaHJGrF69WrZGNGiRQt07doVERERsogHoFgkOdu+IiMjuXYCAB07duTev23btliyZAl3IQ4ABg8ejMuXL8vmfenp6TKHBRv+GxkZadV3/vLLL3Hy5EnTcZUqVdC1a1fZQkhgYKDFBGFK1zcfc6Kjo9GhQwfud96+fTvmzZtnVTh1aULp71faKBXi7eHDhxg7dizGjx+PqKgoU4y5cRXhwYMH8PT0NCVaYGuaAcWTNUEQFN20SjHUnp6eJVY82t57sxPfy5cvS455qfxtwZKru3Llytzrx8bGygZ5oPgFQgW6ncc//vEPk0hr1qwZ6tSpA0EQuBvrQ0JCXPa34IV0VqhQASEhIaqTn5deegnTpk2T2Hm9evVU+81+VzbUKTg42KrvzfPq5+bmyt45ERERdv0eeeFuamVO8vLyMHr0aCxYsICb9IddtXXl37c8wAvRDw8Ph6enp+ICRFRUlNP/BhEREdyQM6D4Pax0/5EjR2LGjBky+6hduzb3Z4xjVGBgoOS9zk64rbUvdmzJzs6Gp6enzBsYGRlp1++QTcaUmZmpWuttzpw5phT3PNixLDg42OmZRMsT9erVw//93/9J2oz2pTQPcYV98faSG4mLi1O0lQEDBmDJkiWyz7y9vVG9enVcvnxZNu/jJfey177Yd1JOTg48PT1lYZha2teDBw+42Vvv3LmDb7/9FmPHjrX5PiWJu4yfpSJhSXp6Ov766y989NFHCAoKMv1bvXo1Hj16hKCgIAwZMgSJiYnw8fGRrCwYOXnyJKpWrVouMq2xnkI23tjRhBT2JiwRBIGbtISSlTiXWbNm4ccff8Q333yDXbt2mYQRL2GJK5KVGOENStHR0RZXrX19fbFgwQLTea1bt0bbtm1Vf8aS99xS3SAjvEWerKwsTQp0A/x+sl49li1btqBatWp49dVXZf1gC5mztZcIx+BlnDQuFCg9U65IWOLh4aF4H95+cSNVqlRB586dZe1qmYIBuehiFwytzcDIPv/GiAE2XNneOl68tOtqWVt37twpsyFzqMabc+EtjlhKCOTsGm9AsQ0r1QVVs6+hQ4dy25OTkxUTeOn1etmcy177UkpYYqnGm7XwEpao2dfs2bPdZg+Zu1EqxFtERARSU1Nl/zp16gRvb2+kpqZi+vTp0Ov16NGjB9avXy8JE7t27RpSU1PRp0+fEvwWroN9qbGZiRISEhy6vr3iDeBPAqhMgHMRBAE9evTACy+8IFm8KK3izRr69++PS5cuYe/evdi9e7dFwWfJW2zLxml2Up6VlaVJgW6AP1Cz4i0+Pl62uv/kyRN8/vnnqFOnjilBUWFhoSyZRoMGDezqF8GncuXKiIuLMx37+PiY6ispTS5dUSoA4L+HK1SoYHEhY+TIkbI2W8UbG85m7+TS6NnSanLJyzbJCkMWtcx4JN6cCy/jpPF3rLQ44grx5uHhwR2/PD09VcvgNG/enBsGr1R2xAhrX2w0hrXPnVKpAC3KcAC229fVq1dlnlVCG0qFePP29kabNm1k/4yhIW3atDE9/O+++y5ycnLQvXt3bN26FRs2bEC3bt0QGhqKSZMmlfA3cQ2WBmfeyqotqIk3f39/1QQv5HkrPfDEmytqvBlxRLwBxeEpLVu2VFwBNceSZ80W8cZLZ86KN0cm6GxfWfFWv359rFmzhrtX4O7du/jiiy9MP8durq5fv77d/SLkCIKARYsWISoqCgEBAfjss89Mz0dJet4AvsDhFRBm6d69u+xnGzVqpPozluzHXs+bUbxpUaCb14+MjAyL4m39+vWysDLznzeHxJu2REZGSsrDJCQkmMSP0jzH2TXezPvGEhUVpToeCYLA9b5ZEm/sc3v16lXVz5Ww1vOmlWfbGvv6+OOP7boXoU6pEG+2kJSUhD179sDT0xP9+vXDsGHDULVqVezdu1d1RaQsoTZRFQQBXbp0cej6auLNktGTeCs9uLPnzVacLd60CpsE5H1lk15ERESgd+/euHTpEsaPHy/zwhkTaPz++++S9sqVK7tMOJQnOnbsiBs3buDBgweSzJ8l7XnjTWKtsS9PT098/fXXpqQjw4YNsyj6LdmXvZPLR48eobCwUDPxxgubZK+dkpIiWRgpLCzEd999x70e6wFx5eJXeUAQBKxZswYjR47E0KFDsW3bNpM4KknPm9J91EImjbzwwguyNls922zWyNIq3nj2xf7djh49alHgEbZTqsXbsmXLZFmogOLV5Z07d+LRo0fIzMzEhg0bVDO2lTXUPG+NGzd2WMRqLd4obLJk8Pb2lsXZu3LywRMSUVFRTrmXlmGTrH1lZGTIEpZoKd5Y75nRxiIiIvDZZ5/JUkSfOHECGRkZsr06FDLpWniTS19fX7uKt9uDkufNGjp37owHDx7g4sWL+Prrry2er5V98cauhw8fOi2s6/HjxzIBlpSUJMvGvGrVKu71fvvtN8lx3bp17eoXoUyVKlWwePFiLFu2TFLQuyT3vCndxxr7iouLw6BBg0zH0dHRFvdsa+XZdrZ4s8az3bNnT1k/2FI7RnJzc7FgwQKcPXuWm/SEUKZUizeCj5p469atm8PX9/LyUqyxYsnoK1euLBHS/v7+FledCOcgCIJsIkmeN8uw9mXcY2aOlmGTLKyNtWzZUuIpEEURe/fulXneKGTStfDew670fPLexbbYV4UKFazeH+2sySXAL0qsVdgkAJw+fVp27SFDhkjafvvtN1mSiLt378pqZTZr1syufhG2w3tPGgwGq5NPOYq94g0oTqk/bdo0vPLKK9i2bZvFdPla2Zez97xZEzYZExODli1bStqUajb+9ttvGDNmDJKSkhATE4Phw4eTiLMSEm9uiJp46969u8PXFwQBFSpU4H5myegFQcDSpUuRnJyM+Ph4fP3114rXIpwPOwmydvDRgrIi3tii9YIgOOTBtNQX9m/m5eUlmzTu2rULx44dk7SR58218J45V4VMAo553mzFmeLt4sWLsgmbveKN109eWHKnTp1kE1HW+7Z//37Jsa+vLzfBBuEcePOcyMhIl9XYc0S8+fn5YerUqViwYIFVi9eW7McRz1tubi4yMzMl7Vp53vLy8mSLHhEREWjTpo2kTUm87d692/T/N2/exOnTp6mGopWQeHNDlMRbdHS0ZoOLUuiPNUbfqlUrnDp1CpcuXSo3GUBLK+aZ5WrVqoXmzZu77N4hISGSyayXl5cpU5/WWJpcWkryo3YuK95CQ0MVPdPWYKvnDSgul2DOt99+i9zcXEkbed5cS0l73uzd82YPWok3vV4vS3jFerc8PDzsjhDw8PCQ2RdboDsyMhJeXl4YMGCApH3lypUSEcmGTDZu3Nghuydsg/eedFXIJFA2Fkeys7O5qfy18rwB8oRbPPF25swZ7r43c/EGAO3atbOrX+UREm9uiNLkr2vXrpqtWiiJN1dleiK0YdKkSdi9ezdWrFiBAwcOKNaacQY6nQ6zZs2CwWCATqfDe++957RsbWqCyM/Pz6ZJl6WwSUcn6PaIN3YwZFdSY2NjXRoSS5S8580Rz4CtaDW5BOQTTLZOaXh4uEPvKUt9MY5hbOhkWlqaxJvNijcKmXQtPPty5fzDHe3LGvHm7e1t02KmObx+Pnr0SHIcERGBevXqWdz3lpWVhUOHDknaSLxZD4k3N0TJ8LQImTTiiOeNKF20bdsWQ4YMKZHw1RdffBF37txBeno6Xn/9dafdR00Q2RIyCVj20jlTvCl5HRo1aiSp4cdCXjfXw3tOXCneoqKiJHtp9Ho94uPjnXIvLcUb+3tjxZujE3RrxVuzZs1kmZBXrlwJoDjbHzuxJPHmWpTCJl2Fo3tKbUGrsEl23lZQUCArO+BI6Kler7c4PkZERECv11vc97Z3714UFhaajr28vFwaGeTukHhzQ3jGYzAY0L59e83uQeKN0Ap/f3+bJnf2oDa51Fq81atXz6brsaj1R8nrYDAYJPWQWGi/m+vhiXBXhk36+PhIapuOGzfOaZ5ttWdWr9fbtDDErsifPHlScuyoeFP7HQiCYPob6XQ6PPfcc5LPV69ejcLCQhw9elQWbtmkSROH+kXYRkmHTcbGxqJatWqm45o1a5aY583aMYy3p5QNS3b0d2jpHWO0X0v73tiQyaZNm6rWECakkHhzQ3iTy7Zt22rqWSHxRrgTPj4+iqGRWos381pf9qDmeVOzL3bfmznkeXM9Pj4+MqHtSs8bAPz73//GiRMncPToUXzyySdOu4+aDQUFBdm0ks/a17Vr1yTHNWvWtKlvvP4oERYWJnlPsKGTN2/exJ49e2Qhk8nJyVSg28Xw3sOuDJvU6XRYv349evbsiZ49e+L77793WjINNfvy8/ODp6enVdfhiTc226qjczg1+zIvlWJp3xvtd3MM2n3rhlSoUAGCIEg2V2tRIsAcnngzGAw2T4QJwhUIggBfX19kZWXJPtNSvKWkpDg8ubRXvLGDoTkk3lyPIAgICwuTTEicVcdQjTp16jj9Hlp6tnkTTHPUnnNrUJtcspP/WrVq4emnn8bx48dNbe+9954sUy6FTLoe3nPi6sXj2rVrY+PGjU6/j6XFEWvhea7YrKnmtfTsQW0RIyIiwiRwjfvejLXmgOJQyQEDBiA9PV1icwCJN1shz5sbotPp8NRTT5mOPT09ZUVHHYUn3lyZppcgbEXJ86yleBs/frxN1+KhJt7UVpYbN24Mg8Ega4+Li3Np8XXib8yL8cbHx6uGtrozajZha0i02rUEQZDtlbEVS5NLlpdeeklyvHfvXvzwww+SNhJvrken06FKlSqSNvMwxrKEmg3ZYl86nU42d7t+/brk2NGM5NYujqjte2NDKH19fdGoUSOH+lXeIPHmpsybNw+JiYkICQnBF198IXvJOYqSeCOI0oqzxVtcXJwmHm61/qjZmLe3N3ffDe13Kzk++ugjLF26FB9++CEOHjxYZlPJ6/V6xVB6W8WbmuetXr16Dkd3qPWHZ1+jRo2SJS4pKCiQHJN4Kxlef/1104Jx//79nVZqpqTRyvMGWPZsOyrebFkcUdr3xoZMtmzZEl5eXg71q7xRNkeackDz5s1x4cIFiKLoFG8YiTfC3VDa7KyVeBs7dqwmpRbsDZsEive9sSmXKWSy5NDpdBg+fHhJd8MlBAYG4uHDh7J2LT1vjoZMAraFTQLFiyIzZ87E4MGDuT8TEhJSZkVDaWfMmDFo164dMjMzy7RnpmLFirKtMEbsEW+82m5A8dYXR59lR8RbWloa/vrrL5l40zLZXnmBPG9ujrPCGEm8Ee6GkufNUl01a89nw6vsxRHxxpvckueNcAVKiyDuLt4AYODAgWjcuDH3s2bNmtF2gRIkKSkJjRs3LtN/A51Opzgu2GpfSh5yoHiPp6PRAbbYF6/e25tvvomzZ89K2mi/m+2QeCO4kHgj3A1nhk22b99es2xzxlVWHpayqTVp0kTyffz8/Ei8ES5BK/GmFNalxX43wPY9b8Z7f/zxx9zPKGSScAVKdqRl2KR5rgR7scW+ePveli5dKjkODAxE3bp1He5XeYPEG8GFxBvhbmgVNmkwGGTFjpUmdvag0+kUB1hLNubj44OFCxciKCgI/v7++OSTTygDLOESnO1502K/m6X+qNlXs2bN0L9/f247QTgbZy+OAI7vdwNs92xPnDhR9Xpt2rTRZDtCeYPEG8GFxBvhbmjleRMEAR9++CECAgKg0+kwa9YsTVYsremTNXWMBg4ciL/++gu3b992uOYcQViLsyeXanUMbcGesEkjM2fOlCROCAoKIs824RK0si+1sElXe96A4qiV+fPnK0abUMikfZB4I7jwXgCuLJBJELailXgDijObXb9+HTk5OXjttdcc7Jkc3v6GwMBAeHt7W/Xznp6e8PHx0bpbBKGIkh1plRBIi/1ugH1hk0YSEhKwatUqhISEICwsDIsXL1b06BOElrgibFILz5s99jV69GisXLmSu9+OxJt9ULZJggt53gh3Q0vxBlhOuewIPPFG9kWUZpzpedNqv5vx+jqdDkVFRZJ2b29v1WQpRvr27Yu+ffuisLCQwrkIl+Fsz3Z0dLQm9UDV+hMeHq742eDBgxEQEIB+/fohNzcXAFCnTh0kJyc73KfyCHneCC6skXt5eSEsLKyEekMQltFavDkTEm+Eu+HMPW9169a1+TpK6HQ6bl8jIyNtylhIwo1wJc4Wb1qF/it53oKDg2EwGFR/tmvXrti3bx/69euHQYMGYd26dWU6i6gzIc8bwSUpKQl16tTByZMnAQDPPfccDWZEqUYpvMnWUgGuQGlySRClFWdOLrUKmTQSFBSEjIwMSRuF/ROlGWfvedMiZBIoXiTV6/WyQvbW2le9evWwdu1aTfpSniHxRnARBAF79+7FkiVLULFiRc1qXBGEs+B53nx9feHp6VkCvVGHJyhpckmUZpzpedNavAUHB+PixYuSNrIvojTj7D1vWnneBEFAcHAw7ty5I2kn+3ItJN4IRQIDAzF58uSS7gZBWAVPvJXGkEmAwiYJ94NnS2plL5Tw9/dHQkICLl26BKB4stmqVSstumiCN+El+yJKM84Om9TK8wYU94nEW8lCe94IgigT8MImSbwRhDYoZUjV6WybRgiCgCVLlqBq1aqIiYnBV199pbmd8ia8NLkkSjM8G/Dz87M5coQXNmkwGFC9enV7uyaDt++N7Mu1kOeNIIgyga+vLwRBgCiKprbSKt54/aLBjyjN8J5Ze5OMtG3bFufPn3ewR8rQ5JJwN3i2ZI998TxvtWrV4qbptxeyr5KHPG8EQZQJdDqdbD9NaRVv5Hkj3A2eLZVW+yLPG+FuaLU4whNvWoZMAmRfpQESbwRBlBlYUVRaJ5ck3gh3g/fMapXeX2tozxvhbjhTvGmVrMQIed5KHhJvBEGUGdxFvLF1FH19fUtlSQOCMOLp6SlLCuRO4o0ml0RpRivxxtvzRp63sgeJN4IgygzsAFhaBdEzzzyDmJgY03Hfvn2pWClR6mHtq7SKN55nIDw8vAR6QhDWwStrY499hYaGSgScl5cX6tat62j3JJDnreQh8UYQRJkhOjpacmwukEoTer0e+/fvx5QpU/DBBx9g0aJFJd0lgrCIu4g3NkQyMjISXl5eJdQbgrCMIAia2JfBYMA777xjuubbb7+tuZ2y4s3Dw0MWTUI4F8o2SRBEmWHEiBHYuHEj8vLyEBUVhX79+pV0lxSJiYnBhx9+WNLdIAircRfx1qhRIyQnJ+P06dMAgJdffrmEe0QQlgkMDMTdu3dNx/ba15QpUzB48GAUFhYiLi5Oo979TVhYmOQ4MjLS5pIhhGOQeCMIoszQqlUr/PHHHzh9+jSaN2/ODe8gCMI+GjZsiH379kmOSyM6nQ779+/HmjVrEB4ejp49e5Z0lwjCIux45cjiSOXKlR3tjiKtWrVCaGgo0tPTAQADBgxw2r0IPiTeCIIoUyQmJiIxMbGku0EQZY4pU6bg9OnTOH78OF588UW0adOmpLukiL+/P0aNGlXS3SAIq0lJScGBAwckx6URHx8fHD58GIsXL0Z0dDRGjhxZ0l0qd5B4IwiCIAjCIpGRkdi2bVtJd4MgyiRvvvkmHj9+jFOnTuHll19GjRo1SrpLilSpUgXTp08v6W6UW0i8EQRBEARBEEQJ4uvri9mzZ5d0Nwg3gHYYEgRBEARBEARBuAEk3giCIAiCIAiCINwAEm8EQRAEQRAEQRBuAIk3giAIgiAIgiAIN4DEG0EQBEEQBEEQhBtA4o0gCIIgCIIgCMINIPFGEARBEARBEAThBpB4IwiCIAiCIAiCcANIvBEEQRAEQRAEQbgBJN4IgiAIgiAIgiDcAH1Jd6CkEEURAJCVleXye+fn5yMnJwdZWVnw9PR0+f0JoqxBNkUQ2kH2RBDaQjblHhg1gVEjlFbKrXjLzs4GAFSuXLmEe0IQBEEQBEEQRGkgOzsbAQEBJd0NRQSxtMtLJ1FUVISbN2+iYsWKEATBpffOyspC5cqVcf36dfj7+7v03gRRFiGbIgjtIHsiCG0hm3IPRFFEdnY2oqKioNOV3p1l5dbzptPpEBMTU6J98Pf3JyMmCA0hmyII7SB7IghtIZsq/ZRmj5uR0isrCYIgCIIgCIIgCBMk3giCIAiCIAiCINwAEm8lgMFgwNSpU2EwGEq6KwRRJiCbIgjtIHsiCG0hmyK0pNwmLCEIgiAIgiAIgnAnyPNGEARBEARBEAThBpB4IwiCIAiCIAiCcANIvBEEQRAEQRAEQbgBJN5s4OHDh5gwYQKioqLg7e2NunXrYs2aNbLzjhw5gpSUFPj5+SEwMBB9+vTBpUuXuNf8/PPPkZSUBIPBgPj4eLz77rvIz8+XnXfnzh0MGzYMoaGh8PX1RdOmTbFr1y7NvyNBuBJn2NTVq1fx0ksvISoqCgaDAdHR0ejdu7fsPLIpoqxhjT39+uuvGDFiBOrXrw+DwQBBEHDlyhXZtc6dO4fJkyejfv36CAwMRHBwMJo3b47vv/+ee2+yJ6IsoqVNAcDt27cxbtw4JCQkwMfHB7GxsXj55Zdx7do12blkU4QiImE1HTp0EAMDA8WFCxeKu3fvFkeMGCECEFeuXGk6Jy0tTaxYsaLYsmVLcfPmzeK6devEWrVqiVFRUeKdO3ck15s+fbooCIL4xhtviKmpqeKsWbNELy8vceTIkZLz8vLyxNq1a4sxMTHiihUrxO3bt4s9e/YU9Xq9uGfPHpd8d4JwBlrb1MmTJ8WQkBCxYcOG4sqVK8Wff/5ZXLNmjTh8+HDJeWRTRFnEGnuaNm2aGBsbK/bq1Uts06aNCEC8fPmy7Fqff/65mJSUJM6YMUPcvn27uGXLFnHo0KEiAPHdd9+VnEv2RJRVtLSpvLw8sVq1amJoaKg4b948MTU1VVy4cKFYqVIlMTo6WszKypKcSzZFKEHizUo2b94sAhBXrVolae/QoYMYFRUlFhQUiKIoiv379xdDQ0PFzMxM0zlXrlwRPT09xSlTppja0tPTRW9vb3HUqFGS682YMUMUBEE8deqUqW3evHkiAPG3334zteXn54vJyclio0aNNP2eBOEqtLapoqIisW7dumLdunXFvLw81XuTTRFlDWvtqbCw0PTZ7NmzFSead+/eFYuKimTt3bp1E319fSU2RvZElEW0tqkdO3aIAMQlS5ZI2letWiUCENevX29qI5si1KCwSSvZsGED/Pz80L9/f0n78OHDcfPmTRw4cAAFBQXYtGkT+vbtC39/f9M5sbGxaNu2LTZs2GBq++mnn5CXl4fhw4fLrieKIjZu3Ci5d40aNdC0aVNTm16vx/PPP4+DBw/ixo0bGn9bgnA+WtvU3r17cezYMUyYMMFiLR2yKaKsYY09AYBOZ92wHxoaCkEQZO2NGjVCTk4OMjIyJPcmeyLKGlrblKenJwAgICBA0h4YGAgA8Pb2ltybbIpQgsSblfzxxx+oWbMm9Hq9pP2pp54yfX7x4kXk5uaa2tjzLly4gLy8PNP5AFCnTh3JeZGRkQgNDTV9bjxX6ZoAcOrUKQe+GUGUDFrb1N69ewEAFStWRNeuXeHt7Q0/Pz90794dZ86ckd2bbIooS1hjT1qQmpqKsLAwhIeHS+5N9kSUNbS2qebNm6N+/fqYNm0aDh06hIcPH+LIkSN488038cwzzyAlJUVyb7IpQgkSb1Zy7949BAcHy9qNbffu3cO9e/ckbex5oiji/v37pvMNBgMqVKjAPdd4LWvvTRDuhtY2ZVyJHD58OKKiorB582YsXLgQf/zxB1q2bIlbt27ZdG+CcCdc8UwvWbIEe/bswdtvvw0PDw+X3psgXI3Wz7Ver0dqaioSEhLQqFEjVKxY0ZQQaMeOHSbPnDPuTZQtSLzZAC+EhPeZ1ufZei5BuAta2kpRUREAoGnTpliyZAnat2+P559/Hhs3bkR6ejrmzZtn170Jwl1w5jO9detWjB07Fv369cP48eNdem+CKCm0fK7z8/MxcOBAHDt2DF9++SX27t2L5cuX48aNG+jQoQMyMzOddm+ibKG3fAoBACEhIdyVDmPcf3BwMEJCQgDwV0QyMjIgCIIptjkkJAR5eXnIycmBr6+v7Nz69evbdG+CcDecYVMA0KlTJ8l5devWRWRkJI4cOWLTvQnCnXDmM71t2zb06dMHHTp0wMqVK2UTR7Inoiyi9XP91VdfYevWrTh06BAaNGgAAGjZsiVatGiBxMREfPrpp5g6dapT7k2ULcjzZiV16tRBWloaCgoKJO0nT54EANSuXRuJiYnw8fExtbHnVa1a1bQh1bjXjT339u3bSE9PR+3atSX3Vrqm8d4E4W5obVO8/QFGRFGUbConmyLKGtbYkz1s27YNvXr1QuvWrbFu3Tp4eXlx7032RJQ1tLapY8eOwcPDA88884ykPSEhASEhIZI9dGRThBok3qykd+/eePjwIdatWydpX758OaKiotC4cWPo9Xr06NED69evR3Z2tumca9euITU1FX369DG1de7cGd7e3li2bJnkesuWLYMgCOjVq5fk3mfOnDFlNgKAgoICrFixAo0bN0ZUVJS2X5YgXIDWNtWlSxf4+vpi69atkusdOXIEt2/fRpMmTST3JpsiyhLW2JOtbN++Hb169UKLFi2wceNGxSyuZE9EWURrm4qKikJhYSEOHTokaT937hzu3buHmJgYyb3JpghFSrZSgXvRoUMHMSgoSFy8eLG4e/duceTIkSIAccWKFaZz0tLSRD8/P7FVq1bili1bxPXr14u1a9dWLdL95ptvinv27BFnz54tGgwGbpHuWrVqiZUrVxZXrlwp7tixQ+zduzcVayTcHq1tas6cOSIAcejQoeJPP/0kLlu2TKxcubJYpUoV8d69e6bzyKaIsog19nTnzh1x7dq14tq1a8UXX3xRBCDOnz9fXLt2reTZ/+WXX0QfHx8xLi5O3L17t7h//37JP/O6i2RPRFlFS5u6du2aGBgYKEZHR4sLFiwQd+/eLS5ZskRMSEgQK1SoIJ45c8Z0LtkUoQaJNxvIzs4WX331VTEiIkL08vISn3rqKXH16tWy837//Xexffv2oq+vr+jv7y/26tVLvHDhAveac+fOFatXry56eXmJVapUEadOnSo+efJEdt7t27fFF198UQwODha9vb3FJk2aiDt27ND8OxKEK3GGTX355Zdi7dq1RS8vLzEkJEQcMmSIeP36ddl5ZFNEWcMae0pNTRUBcP+1bt3adN7UqVMVzwMgpqamSq5L9kSURbS0KVEUxfPnz4svvPCCGBcXJxoMBrFKlSriwIEDxVOnTsnuTTZFKCGIoii6ystHEARBEARBEARB2AfteSMIgiAIgiAIgnADSLwRBEEQBEEQBEG4ASTeCIIgCIIgCIIg3AASbwRBEARBEARBEG4AiTeCIAiCIAiCIAg3gMQbQRAEQRAEQRCEG0DijSAIgiAIgiAIwg0g8UYQBEEQBEEQBOEGkHgjCIIg3Jru3bsjMDAQ169fl32WkZGByMhING/eHEVFRSXQO4IgCILQDhJvBEEQhFuzZMkS6PV6jBgxQvbZuHHjkJ2djeXLl0OnoyGPIAiCcG9oJCMIgiDcmoiICMyfPx/bt2/HokWLTO0bNmzA6tWrMXv2bFStWtWpfSgsLMTjx4+deg+CIAiCIPFGEARBuD0DBgzAoEGDMHnyZFy5cgX37t3DK6+8gg4dOmD06NH4/fff8eyzzyI4OBje3t6oV68evvvuO8k17t69izFjxiA5ORl+fn4IDw9Hu3bt8Msvv0jOu3LlCgRBwKxZszB9+nTEx8fDYDAgNTXVlV+ZIAiCKIfoS7oDBEEQBKEF8+bNw88//4yXXnoJYWFhePLkCZYuXYrU1FR07twZjRs3xsKFCxEQEIA1a9Zg4MCByMnJwbBhwwAU748DgKlTpyIiIgIPHz7Ehg0b0KZNG+zatQtt2rSR3O+zzz5D9erVMWfOHPj7+6NatWou/sYEQRBEeUMQRVEs6U4QBEEQhBZs3boVXbt2BQB8++23eP7551GzZk34+Pjg4MGD0Ov/XrPs0aMHDh8+jD///JO7H66wsBCiKKJz587w9/fH+vXrARR73uLj45GYmIi0tDR4enq65ssRBEEQ5R4KmyQIgiDKDF26dEGTJk1QrVo1PP/887hw4QLOnDmDIUOGAAAKCgpM/7p27Ypbt27h7Nmzpp9fuHAhnnnmGXh7e0Ov18PT0xO7du1CWlqa7F7PPvssCTeCIAjCpZB4IwiCIMoUBoMBXl5eAIC//voLADB58mR4enpK/o0ZMwYAkJ6eDgD4+OOPMXr0aDRu3Bjr1q3Df//7Xxw6dAidO3dGbm6u7D6RkZEu+kYEQRAEUQzteSMIgiDKLKGhoQCAN954A3369OGeU6NGDQDAihUr0KZNGyxYsEDyeXZ2NvfnBEHQsKcEQRAEYRkSbwRBEESZpUaNGqhWrRqOHz+O999/X/VcQRBgMBgkbSdOnMD+/ftRuXJlZ3aTIAiCIKyCxBtBEARRplm0aBG6dOmCTp06YdiwYYiOjkZGRgbS0tJw5MgRrF27FgDQvXt3/Pvf/8bUqVPRunVrnD17Fu+99x7i4+NRUFBQwt+CIAiCIEi8EQRBEGWctm3b4uDBg5gxYwYmTJiA+/fvIyQkBMnJyRgwYIDpvLfeegs5OTn46quvMGvWLCQnJ2PhwoXYsGED9uzZU3JfgCAIgiD+P1QqgCAIgiAIgiAIwg2gbJMEQRAEQRAEQRBuAIk3giAIgiAIgiAIN4DEG0EQBEEQBEEQhBtA4o0gCIIgCIIgCMINIPFGEARBEARBEAThBpB4IwiCIAiCIAiCcANIvBEEQRAEQRAEQbgBJN4IgiAIgiAIgiDcABJvBEEQBEEQBEEQbgCJN4IgCIIgCIIgCDeAxBtBEARBEARBEIQb8P8A2hM/cvIM8AIAAAAASUVORK5CYII=", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "reg = 'RedSea'\n", "ts_plot(variable, ds, fs, label, reg = reg)" ] }, { "cell_type": "markdown", "id": "88ad3620-a8da-4180-83d1-f39edfd5aae2", "metadata": { "papermill": { "duration": 0.005158, "end_time": "2025-05-14T17:23:03.016925", "exception": false, "start_time": "2025-05-14T17:23:03.011767", "status": "completed" }, "tags": [] }, "source": [ "## BlackSea" ] }, { "cell_type": "code", "execution_count": 12, "id": "6e85f68d-eb4e-44fe-acba-84c08de56905", "metadata": { "execution": { "iopub.execute_input": "2025-05-14T17:23:03.027865Z", "iopub.status.busy": "2025-05-14T17:23:03.027686Z", "iopub.status.idle": "2025-05-14T17:23:03.220955Z", "shell.execute_reply": "2025-05-14T17:23:03.220507Z" }, "papermill": { "duration": 0.200028, "end_time": "2025-05-14T17:23:03.222106", "exception": false, "start_time": "2025-05-14T17:23:03.022078", "status": "completed" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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ug06nQ/v27fHy5Ut06tQJjo6O2LJlCyZOnIisrCxMmzaNt/0nn3yCX3/9FWXKlMHIkSPh5OSErVu34uzZs8jNzYWzszNve1PeYaCwU9e4cWN4eXmhd+/eIIQgKCgIo0ePxrp167Bo0SKqe++iRYsAQFHdV0NiYiLGjh2LJk2aoF27dihVqhSio6OxdetWvPXWW1i0aJH+nFqtFiNGjMCUKVOwdu1akcUhMzMTf//9N4KDg9GtWzf9clPr48cff4zjx4+jS5cu6Ny5s6J+w/nz59GhQwckJiaiRYsW6NmzJzIyMnDz5k1MnTqVN5Kvtn8khTnfZVNR09dR8q0ypf1RW2eMkZSUpB8EGzp0KJKTk7F+/XoMGDAAL168wOeffw4A6NChAypXrox169bhl19+EVmpNmzYgISEBHz66ae8b6spLF68GEBhvTPm5mh4rpEjR+K3337DX3/9hS+++EK07apVq5CTk4OhQ4fCw8NDtF6r1WLIkCGYMWMGbty4gRo1agAoHGBZtmwZGjVqhJo1ayq+jvHjx+Pw4cPYtGkTfv/9d4wePRpAoYfNwIED4ebmhnXr1ll8TvzRo0fRrVs3ZGZmYsWKFRg0aJDqY6iNxWFS7A5SBAAgAMiUKVP0f+PGjSPNmjUjGo2GdO/enaSlpfH2WbZsGQFAli1bxlv+4MEDUlBQIDrHxIkTCQCydu1a6vKuXbuS7Oxs3rrs7GwSGxur/z1lyhQCgBw6dIgQQsi+ffuIt7c3KVOmDLl8+TJv3/T0dFKxYkUCgDRr1owsXryYXLlyheh0Osn7cOfOHeLk5EQiIiLIy5cveesOHDhAHBwcSPfu3XnLHz9+TPLy8kTHWrhwIQFAZs6cKXk+U+Du++DBgyW3OXTokP6ZLl++nFquDz74gLdceG8JISQuLo54e3sTJycncuTIEdF5nj59yvsNgLRo0YIQQkhWVhbp2bMnAUDGjBlD8vPzqdeh1WrJ/v37eesmTJhAAJBZs2bxlg8ePJgAID/++CNveVZWFunQoQPRaDTk4sWL+uV+fn4kJCSEpKeni8oeFxen//+4ceMIALJ582bRdomJiaKy0zh+/DgBQCpUqEBiYmL0y3U6HencuTMBQL777jvePrR7bgypeic8ppeXF7l69Spv3bvvvksAkH/++Ye3vEWLFkSj0ZD169fzliclJZE6deoQV1dXEh0dbbRsPXr0IADIpUuXROsM7zd3TqnmTeoaK1SoQACQNm3aUJ/po0ePJOtGcnKyqAyEFNbf0qVLk8jISFF5lb77iYmJxNfXlwQGBpJbt27xtrt+/Trx8PAgr732GvVahXBt1t69e41u27hxYwKArFq1Sr/MlPZ07NixvDYsLy+PDBs2jFon7t+/LypHdnY2admyJXF0dCTPnj3jreOec926dUlCQoJ+eXp6OqlcuTJxcHAQtbVScOVt0aKF/jv11VdfkSFDhhB/f38SGBhItmzZwtsnLS2N+Pv7E61WS06cOMFbN2PGDAKAtG3bllpmGsbezU6dOpHMzEz98piYGOLj40O8vb1Jbm6ufvmJEycIAFK5cmXefcnKyiJvvPGGvi0xRO07TMj/vu2DBg2ifvtq1qxJXFxcSHx8PG/5/fv3iUajIU2aNKHeByHcN4dr/+XIzs4WvSeEFNajatWqET8/P949fPnyJXFyciL16tUT7fPXX38RAGTSpEm846itj9y3JSQkhDx8+NDoNXDk5OSQsLAwAoCsWbNGtF74jVTbPzL3uyzXJhJCf9e5ZzllyhTecrV9HaXfKqXtjyl1Rg6ubvTp04f3jX/48CHx8/MjTk5O5MGDB/rlP/zwAwFA5s+fLzrWm2++STQaDblz547R8xp7Jtw3YN++fYqvhaNhw4YEAPW9qFGjBgHA6yMR8r/n8Oeff5IHDx4QjUZDxo0bp1+/fft2/Xqu7E2bNuUdQ+pZx8fHk3LlyhFXV1dy+fJlkp+fT9q0aUPtmxrC1cdHjx4pum7uPR47dixxdXUlHh4eZNeuXbL7cOcQljkjI0N/r6ZNm2by9sYoUnFH+6tevTqv88BhrOIKiY+PJwDI0KFD9cvy8vKIj48PcXNzIy9evDB6DMOGbtWqVcTJyYlUq1aNPHnyhLr9tWvXyOuvv867Hjc3N9KyZUuycOFCkpOTw9v+k08+IQDIzp07qcd7++23iYODA0lJSTFa1oKCAuLt7U1atWpldFs1qBF3zZo1E63Lzc0ljo6Oog8l7SPy448/EgDk448/VlQ27uOekJBAmjZtSjQajUigCa9j4MCBonUPHz4kAEivXr30y+Lj44lWqyUNGjSgHu/y5csEAPnss8/0y/z9/UlYWJiokytk/PjxBADZs2ePksuk8t577+kbQCG3b98mDg4OpGLFirzl1hR3X3/9tWjdwYMHCQDy6aef6pdx961Pnz7U423ZsoUAIAsWLDBaNk7MK/nAmdOBpolHQox/NKUYM2YMAcBrR9S8+3PnziUAyG+//UZdz7Ur169fN3osNzc3AkDUKaXxzjvvEABk9uzZhBB17Wl+fj4JCAggZcqUoXbYkpKSiEajIb179zZaDkII2bBhAwFAVqxYwVvOPWfhAA4hhEyePJkAINu3b1d0Du7dpv05OjqS999/X9SZXrVqFQFABgwYIDpebm6u/p16/PixqMw0jL2bNPH7f//3fwQAuXbtmn7Z8OHDCQCydOlS0fZc+62mo0p7hwkpbJOdnZ15A06G/PbbbwQA+emnn3jLv/jiCwKArFy5UtH51Yg7Obh6J+yc9unThwAgFy5c4C1v2LAhcXBw4HUCTamPXMftl19+UVVe7r3v1q2bqv2E0PpHhJj/XbakuJNCqq8j960ypf2xdJ0BCgeXaWKeu+9Tp07VL0tISCCurq6kVq1avG1v3rxJAJDWrVsrOq+xZ6LmGyBkyZIl+sEcQ06ePEkAUAdIDMUdIYS0bt2aBAYG6vvH3bt3J56eniQtLU21uCOEkGPHjhGtVksiIyP1gxi0fp8hpoo77o+mWaTO0b17d/1g4QcffEDKli2rH0RITEw0eXtjFKlbJjEwLWZkZODGjRuYMGECBg0ahFu3buH77783eoyMjAzMmzcPmzdvxt27d5GWlsY77osXL/T/v337NlJSUtCoUSNVQRDmzZuHrVu3omnTpti2bRv8/Pyo29WsWRMXL17EhQsXcPDgQVy4cAGnT5/G4cOHcfjwYSxevBj79+/X73/q1CkAhfOGzp49KzpebGwsCgoKcO/ePdSrVw9AoWvBokWL8M8//+DmzZtISUnh+YobXm9RU79+fdEyJycnlC5dWlEo9dOnTwOAbPQlITExMWjatCkePnyIVatWYcCAAarLyM0zMizjuXPn9GF/ae593Ly427dv65cNGDAA8+fPR40aNfDOO++gefPmaNy4scilol+/fpg3bx7efvtt9OnTB23atEHTpk1RuXJlZReNwjl7QOH8OSGRkZEoV64cHj16hOTkZLOimipF6X3l3vnk5GTqfeXmLxneVykGDBiATZs2oVGjRujXrx9atWqFJk2aoFy5cqZcAhUXFxfVYZI5Tpw4gXnz5uHUqVOIjY1Fbm4ub/2LFy/0Ltdq3n3uHl6+fJl6D+/evQug8B5yri7GUDI/gNuG+1dNe3r37l0kJCQgIiJCNC+Iw83NTfTcnz59itmzZ+PAgQN4+vSpaJ6QVHun9H1UwpQpU/T3uaCgANHR0diyZQs+/fRTvYsWd2y5eunk5IQWLVpg5cqVuHTpkn7Opqn4+vpS2wzadV68eBFAYeRPIW+++aaka56ad5gjLCwMQUFB1OMNGjQIX375JRYvXozx48cDKHTtXb58Ofz9/dGnTx+pyzWLGzdu4IcffsDRo0cRHR0tmncjfI9Gjx6Nf//9F4sWLdK7i16+fBlnz55Fp06deO7s5tTHRo0aqboOtd9INf0jS53TUliyr2NK+2NqnZGjfPnyepd2Q1q2bIlp06bp2w8A+nnrK1aswKlTp9C4cWMA/3Nffv/991WfXw6lc8QM6devH8aNG4cNGzbg119/1fc1OHd/JS7Ww4cPR//+/bF161a8+eaberd7T09PxMfHqy5Ts2bNMG3aNHz99deYOXMmqlSpojheg1o6dOiAPXv2YPz48ahduzY13oaQrVu36oPEuLm5ISwsDP3798eECROo2kLt9lLYbM6dh4cHGjZsiE2bNqFcuXKYM2cOPvjgA9EEf0N0Oh1at26Ns2fPombNmujbty9KlSqln680bdo03mRTLi9E2bJlVZXt6NGjIISgbdu2im5mvXr19GIMKMwdMnjwYFy8eBHTp0/HL7/8AqBwbgJQGABEDsOJ3X379sXmzZtRqVIldO/eHcHBwXo/6Llz51osYIApSEUvcnR01AslOUx5Pv/99x9SU1NRrlw5vPnmmyaVkWukDcvIPZtz587h3LlzksczfDa//PILKleujKVLl2LmzJmYOXMmHB0d0aVLF/z888/6eTYNGjTAsWPH8P333+Pff//VB4eoWrUqpk6dSp18LISb0B0cHExdX6ZMGTx9+hQpKSlFIu7U3td9+/Zh3759kseTCmZgSM+ePbFjxw789NNP+Ouvv7Bw4UIAhR37WbNmoU2bNqqugUbp0qVN+uht3rwZvXv3hqurK9q1a4fKlSvDw8MDDg4O+rmPprZN3D3kPqBSKLmHwcHBePToEZ49e0adSG8IFxyHm5dhSpnv3bsnmgsmVeaHDx+iYcOGSEpKwptvvon27dvDx8cHWq0Wjx8/xooVKyTbO6Xvo1ocHBz0QRWio6Px/fff47vvvtN3uJTUS8PtzEGuvQX418mdjxbVTqvVIiAgQLRc7TvMIXXtAODl5YWBAwdi4cKFOHLkCFq0aIHNmzcjNjYW48aNs0qOyNOnT6N169bIy8tDmzZt0K1bN3h7e8PBwUGf6kd4HS1btkS1atWwZs0a/PTTT/D09NQ/4w8++IC3rTn1Ue5e0VBT59T2jyxxTktiyb6OKe2PKXXGGFJRJbn3QNgujBo1CitWrMDixYvRuHFjZGdnY+XKlQgKCkKPHj1Un59GmTJl8PDhQzx//tzoN0CIh4cH+vfvj0WLFmH16tX48MMPkZaWhvXr18PDwwPvvvuu0WP07NkT/v7+WLJkCe7fv4+8vDzJQCpK6dmzJyZPnoyCggK899571FQLlmDChAlo2bIlJk6ciFatWmHPnj3UgUVDli1bJhlwyBLbS2HzgCq+vr6IjIzExYsXcfHiRVlxx42aDh48WBRNLDo6WlSJuU6uWuvWX3/9hVmzZmHq1KkoKCiQbRxoNGzYEAsWLEDbtm1x4MAB/XLu45ySkgJvb2+jxzl//jw2b96MNm3aYNeuXbygGwUFBZgzZ46qctkbhs9HmBNFijp16mD48OEYMmQImjdvjkOHDlFHxtTCPZtx48bh559/VrSPVqvF2LFjMXbsWMTGxuL48eP4559/8O+//+LmzZu4fv26fgJ248aNsWPHDuTk5ODChQvYvXs35s+fj3fffRelSpVC69atFZXvv//+o47eR0dH87azF7jyzJs3jxp5US1dunRBly5dkJGRgTNnzmDHjh34448/0KVLF14QHweHwkDAeXl5ohFXuWSgpgg7APjmm2/g7OyM8+fPiwIJvf/++zhy5AhvmZp3n7uHV65cUTRSKEezZs3w6NEj7N+/Xx8cikZycjIuXLgAAGjatKmozMbgytyjRw9s2rRJUdl+/vlnJCQkUD9ua9eutUhgFHPgrC6GXheG9ZIGrV6a+m6qgTtfTEyMKJhLfn4+EhISRJ13te8wh7E6M3r0aCxcuBCLFi1CixYtrBZIheO7775DVlaWPkqyITNnzqSGWgcKO9Yff/wx1qxZgwEDBmD16tUoW7YsunTpwtvOnPqotn1RU+fU9o+UnNNY22T4LtNQ+j5buq9jSvtjSp0xRkxMDHU5114Iv9eNGjVCvXr19IFVtm3bhqSkJEyYMEFR0DUlNGvWDA8fPsSBAwdMGhAdOXIkFi1ahCVLluDDDz/EmjVrkJGRgffee09RcD8XFxcMGDAAv/32G65du4YaNWrgjTfeMOVSAADZ2dl6Uenn54dvv/0Wb7/9NqpUqWLyMeWYMGEC3Nzc8Mknn+jf1yZNmljlXOZg81QIwP/cSWihaQ25f/8+AFBDn9I+PFWrVoWvry+uXr2q/8gqwdfXF/v27UOzZs0wffp0TJgwQfG+HNxLbugSwb3Ax44dU3QM7nq7d+8uqthnz55VHdrY3uDux549e1TtN3DgQKxZswYvXrxA8+bNFaWzMEbDhg3h4OCg+NkICQoKQs+ePbF+/Xq0bt0a9+7dw/Xr10Xbubi4oEmTJpg+fTp+/fVXEEKwZcsWo8d//fXXAYCayuD+/ft4/vw5KlasaLbVjoveZo61wxC177xSPDw80Lp1a/z888+YNGkScnJysGvXLv16zuL+7Nkz0b7nz5+3aFmAwmdQvXp1Uae4oKAAx48fF22v5t235D3kRkj//PNPyY4HUOhdkJ2djbZt2+oHT9S0p9y2p0+fVpzqQ237XtTQvlNy9TIvL0//7A0jJxbFu8mdj3bfjh07Ru2Mq32HlVKrVi00a9YMmzZtwsmTJ3H48GG0aNFCFHXUUty/fx/+/v7UNANy79HgwYPh4eGBRYsWYc2aNUhLS8Pw4cNFES2t1abRUNNOWKr+qDmn3Lucmpqqd1E1hil9HblvlSntjyl1xhhPnz6lphHi2guu/TBk1KhRyMrKwqpVq7Bo0SJoNBpq3jhT4QZVFi9eLPsNAEC1ltatWxf16tXD5cuXceHCBX1uOzWDNSNGjNC7vL/33nsqSi9m/PjxuHLlCiZNmoR//vkHGRkZ6Nu3r1W92saOHYvFixcjPT0d7du3x6FDh6x2LlOxubjbsmULHj16BCcnJ6Pql/N7F97Ihw8f4ssvvxRtr9VqMXr0aGRlZWH06NGi+QO5ubmS+fW8vLywe/dutG7dGrNnz8a4ceN468+ePYvly5dTGx2dTofZs2cDAC8E9JgxY+Dk5IRx48ZRG73c3FzeB4O7XmHHITY2Fh9++CG13Nx+UrnJ7InBgwfD29sbv//+OzU3nlTONAB45513sGHDBsTGxqJFixa4deuWWWUJCgrCgAEDcP78eXz77bfUhvzBgwd49OgRgMJG78CBA6IQtTqdTp+Th3M5OnbsGNUti2tYlbgmcflvvvvuO947m5+fj88++0zvjmAunOsJ7WNtCvXr18ebb76JTZs2YenSpdRtrl27htjYWKPHOnDgALW+0e4jZ2URuk4dOHCAmrPQXMLCwnDv3j3eCDshBNOmTcPNmzdF26t594cOHQpfX19MmzaNOle3oKBANn+hIc2bN8egQYOQmJiIt956i1rHFi5ciNmzZ8PT0xPz5s3TL1fTnjo6OuKjjz5CdHQ0Pv74Y+pzi46O5t0bqfZ9z549+g6ErcjJycHvv/8OADzR8Pbbb8Pf3x9r167Vz1XimDt3Lh4+fIi2bdvy5qkVxbvJWT6///57Xo6w7OxsTJw4kbqP2ndYDaNHj0ZOTo4+VYLQ1dGShIWFITExEVevXuUt/+uvv2QFi7e3NwYMGICLFy9iypQp0Gq1VHcxS9ZHY3Tt2hVhYWHYsmUL1q9fL1pv+KzU9o+kUNM2eXl5oVq1ajhx4gTvHcnPz8f48eMVD0Cb0teR+1aZ0v6YUmeMkZ+fjy+//JI3IPTo0SP8+uuvcHR0xMCBA0X7vPvuu/D19cXMmTNx8uRJtG/f3iKpVDiaNm2KESNGICEhAR07dqQOjhcUFGDt2rWSYf45sTlu3DicP38etWvXVpzODCgc8ImKisLmzZvN6rds3LgRf/zxB5o1a4apU6eiffv2+OKLL3D58mV8+umnJh9XCSNGjMDy5cuRnZ2NLl26YPfu3VY9n1qK1C3TcPIxl6eFG22fMWOGpH8yR9euXREeHo5ffvkF169fx+uvv46nT59ix44d6NKlC54+fSraZ8qUKThz5gy2bNmCKlWqoEuXLvDy8sKzZ8+wd+9e/PDDD5L+rR4eHtixYwd69Oih9/n+7bffoNFo9Elbx4wZg2bNmqF69epwdXVFdHQ0du/ejf/++w/h4eGYPHmy/nhVq1bF0qVLMWzYMNSoUQMdO3ZElSpVoNPp8PTpUxw7dgylSpXST/Jt0KABmjZtik2bNqFJkyZo1qwZYmJisGvXLkRGRkoGNeAaElMmABclgYGBWLNmDXr37o3mzZujc+fOqFWrFlJSUnD16lU8f/5cL6ZodO/eHVu2bEHPnj3RokUL7N+/3yy3tQULFuDevXuYPHkyVq1ahWbNmqF06dJ4+fIlbt26hXPnzmHt2rWoWLEisrKy0LZtW4SFhaFRo0aoUKECsrOzsW/fPty6dQtvvfUWqlevDgD46aefsHfvXrRs2RKVKlWCp6cnbty4gV27dsHX11fRiFeTJk3wxRdfYM6cOahZsyZ69+4NDw8P7Nq1C9evX0ezZs30OXPMoXHjxnB3d8fcuXORkJCgr5MfffSRyS6fa9asQevWrfHee+/h119/RaNGjeDr64vnz5/j6tWruH79Ok6dOiUZlIHj008/xePHj9GyZUuEhYXB2dlZH8yofPny+ryCQGEH7Mcff8TMmTNx5coVVK9eHXfv3sWuXbvQo0cPUUJicxk3bhw++OAD1K1bF7169YKTk5O+w9O1a1ds376dt72adz8gIAAbNmxAjx498MYbb6BNmzaoUaMGHBwc8PTpU5w6dQoJCQmKk7UuXrwYeXl5WLt2LSIjI9GpUydEREQgIyMDhw4dwvXr1xEQEICNGzfq32EONe3pN998gytXrmDhwoXYvn07WrdujbJlyyI2Nhb37t3DiRMn8P333+vPMXr0aCxbtgzvvPMOevXqhbJly+L69evYvXs33nnnHaxbt87Mp6SMw4cP679VhBBER0dj165deP78OSpVqoSvvvpKv62npyeWLl2KPn36oEWLFujTpw/Kly+PCxcuYO/evQgODta7IXIUxbvZtGlTfPTRR5g/f76+veBydvn5+VHzW6l9h9XQq1cvBAUFITo6GqVKlULPnj1NOg6XOJxG+fLlMX36dHzyySfYs2cPmjVrps8/ev78eRw/fhy9e/fGhg0bJI8/evRoLF68GNHR0fo8tEIsXR/lcHZ2xr///ov27dujb9++WLhwIRo2bIisrCzcunULBw8e1A9EmtI/oqH2u/zll19iyJAhaNq0Kfr06aPPJafT6VCnTh1cuXLF6DlN6esY+1apbX9MqTPGqF27Ns6ePYt69eqhffv2SElJwbp165CcnIw5c+ZQp1i4u7tj8ODB+oE1SwdSAYDffvsNWq0WCxcuRLVq1dCyZUvUqVMHLi4uePHiBQ4ePIjnz5+jd+/e1P379++Pzz77TG+MMMXF2tyAPY8fP8bw4cPh7++PNWvW6C253333HY4ePYrffvsNbdq0sdhcRRqDBg2Cq6srBgwYgO7du2P9+vXo3r271c6nCsVxNc0AlNDSWq2WBAcHk27dulFzLkmFPn369Cnp378/CQkJIa6urqR69epk9uzZRKfTSYZK1ul0ZP78+aRBgwbEw8ODuLu7k/DwcDJixAhy7949/XZSoeOzs7NJt27dCAAybNgwkp+fT1JTU8maNWvIkCFDSK1atUhAQADRarXEz8+PNG7cmMycOZOkpqZS78fVq1fJ4MGDSfny5YmzszPx8/MjNWrUICNHjiQHDhzgbZuQkEBGjRpFKlSoQFxcXEilSpXIxIkTSUZGBqlQoYIoNG9iYiJxcHAQhZJVippUCFKhjGnlkgvLf/36dTJo0CASEhJCnJycSFBQEGnevDlZtGgRbzup57t//37i7u5O/P399aGsjYX0lzpWTk4OmT9/PmncuDHx9vYmzs7OJDQ0lLRu3Zr88ssv+nxNubm5ZPbs2aRjx44kNDSUuLi4kMDAQNKoUSPyxx9/8NJg7NmzhwwZMoRUq1aNeHt7E3d3d1KlShXy0Ucf8UKkK2Ht2rWkadOmxNPTk7i4uJDq1auT7777jmRlZYm2NSUVAiGE7Nq1i7zxxhvEw8NDX1+5kMFyx5QLwZyamkq+//57UrduXeLh4UFcXV1JWFgY6dy5M1m0aBE1r5yQdevWkX79+pHw8HDi4eFBvLy8SI0aNcikSZN4+dU4bty4QTp37kw8PT2Jh4cHadGiBTl8+LBsuHm5UNfGQkwvW7aM1KlTh7i7u5OAgADy9ttvk6tXr1rk3efO/+GHH5Lw8HDi4uJCvLy8SGRkJBk4cCA1h6Ix9uzZQ3r37k3Kli1LnJ2dibe3N6lbty6ZMmUKL8+TEKXtKSGFYcxXrlxJWrdurc/tFBISQpo2bUq+//57UWqBEydOkFatWhFfX1/i6elJmjZtSjZv3izZ5piSVkAKqVQI7u7upHbt2uSrr74iSUlJ1H3Pnj1L3n77bRIYGEicnJxIaGgo+eCDDyRTRljy3ZR6vwoKCsj8+fNJ1apVibOzMylTpgwZPXo0SU5Oljye2ndYqh2lweX7/OKLLxRtb4hhblWpvzp16ui33759O2nUqBHx9PQkPj4+pF27duTIkSOK3gkuvVFUVJRsmdTUR7Wh14U8efKEjBo1ioSFhREnJyfi7+9PGjZsKMptqrZ/ZKm2aenSpaR69erE2dmZlC5dmowcOZLEx8erSoWgtq9DiPy3ihD17Y8pdUYK7n6/ePGCDBgwgJQqVYq4uLiQ119/naxevVp23ytXrhCgMC+iXO5kGmpS9pw+fZoMGzaMREREEA8PD+Ls7EzKlStH3n77bbJu3TrZHLxc6gg3NzfJdpEQcSoEJWU3lgohNzeXNGrUiAAgW7duFR3n8ePHxNfXl/j5+VFTmZmaCkGqL7Vt2zbi4uJCHB0d9Xl+pfLWSaF2e2NoCBH4lTGKNdu2bUP37t2xc+dOdO7c2dbFYTAYDAYDzZs3x/Hjx3H37l2Eh4fbujhUUlNTUbZsWQQEBODhw4f6gCEMRlGydOlSvPfee/jmm28wffp0Vfs+fvwYFStWpAbWYRQyZMgQrFixAo8ePeKlOSlJsJarhHHkyBHUqVOHCTsGg8Fg2AWnT5/GsWPH0LFjR7sVdgDw+++/Iz09HaNHj2bCjmET8vLy8Msvv8DJycksl8wVK1ZAo9FYJd1IccXT0xMajcbmkZeLAvuelMVQzU8//WTrIjAYDAaDgQULFuD58+dYsWIFtFqtaitEUZCSkoL58+fjxYsXWLp0KcqWLYvRo0fbuliMV4yjR4/i0KFDOHz4MK5fv46xY8ealGvQ19cXU6ZM0f+299gLRcmkSZN4gcCKIiewrWBumQwGg8FgMCxOWFgYnj9/jvDwcEyfPh3vvPOOrYskgnNjc3V1Rf369TF//ny89tprti4W4xVj6tSpmDZtGgICAtCnTx/88ssvzOrGMBkm7hgMBoPBYDAYDAajBMCcyhkMBoPBYDAYDAajBMDEHYPBYDAYDAaDwWCUAF7ZmZYFBQV4+fIlvLy8oNFobF0cBoPBYDAYDAaDYSMIIUhLS0NISEixjpj7yoq7ly9fIjQ01NbFYDAYDAaDwWAwGHbCs2fPUK5cOVsXw2ReWXHn5eUFoPABent7F+m5dTod9u7di/bt28PJyalIz81glERYnWIwLAerTwyGZWF1qniQmpqK0NBQvUYorryy4o5zxfT29raJuHN3d4e3tzer5AyGBWB1isGwHKw+MRiWhdWp4kVxn65VfB1KGQwGg8FgMBgMBoOhh4k7BoPBYDAYDAaDwSgBMHHHYDAYDAaDwWAwGCUAJu4YDAaDwWAwGAwGowTwygZUYTAYDAaDwWAw7IH8/HzodDpbF6NE4uTkBK1Wa+tiFBlM3DEYDAaDwWAwGDaAEIL//vsPycnJti5KicbX1xfBwcHFPhKmEpi4YzAYDAaDwWAwbAAn7IKCguDu7v5KiI+ihBCCzMxMxMbGAgDKlClj4xJZHybuGAwGg8FgMBiMIiY/P18v7AICAmxdnBKLm5sbACA2NhZBQUEl3kWTBVRhMBgMBoPBKGbExMRg//79iIuLs3VRGCbCzbFzd3e3cUlKPtw9fhXmNTJxx2AwGAwGg1GMuHXrFmrUqIF27dqhZs2aePDgga2LxDAD5oppfV6le8zEHYPBYDAYDEYxYsWKFUhISABQ6Gq2evVqG5eIwWDYC0zcMRgMBoPBYBQjXr58KfubwWC8ujBxx2AwGAwGg1GMyM7O5v3OzMy0UUkYDGnS09PxySefICQkBK6urnjttdfwzz//iLbT6XT4+eefUatWLbi5ucHX1xdNmjTByZMn9dtkZGSgX79+iIyMhJeXFzw8PFCjRg189913yMjIKMrLsntYtEwGg8FgMBiMYgQTd4ziQM+ePXHu3DnMmjULVapUwZo1a/Duu++ioKAA/fv3B1AYMbRHjx44fvw4vvjiCzRp0gQZGRm4cOECT7TpdDoQQjB+/HhUrFgRDg4OOHr0KKZPn47Dhw9j//79trpMu4OJOwaDwWAwGIxiRFZWFu83E3cMeyMqKgr79u3TCzoAaNWqFZ48eYLPP/8cffv2hVarxfz587Fr1y6cOHECb7zxhn7/Ll268I7n6+uLdevW8Za1bdsWOTk5mDNnDh4+fIhKlSpZ/8KKAUzcMRgMBoPBYBQjmOWuZFJQUKAPlGNvBAQEwMFB+WyuzZs3w9PTE3369OEtHzp0KPr3748zZ86gSZMmmDdvHpo3b84TdmooVaoUAMDRkUkaDnYnGAwGg8FgMIoRQnEntOQxiicJCQkICgqydTGoxMbG6oWUEq5fv45q1aqJRFft2rX160NDQ/H48WN07doVkyZNwl9//YWEhARERkbiiy++wODBg0XHJYQgPz8fmZmZOHnyJH766Se8++67KF++vHkXWIJg4o7BYDAYDAajGMHcMhn2TkJCAtVN0t/fX7/+xYsXAApTe5QrVw4LFiyAj48P/vzzTwwZMgS5ubkYMWIEb/9169bp3TyBQkvg4sWLrXglxQ8m7hgMBoPBYDCKEcwtk1EckEscrtFoUFBQAKDwfY6KikKFChUAAO3atUP9+vUxffp0kbjr0KEDzp07h7S0NJw6dQqzZ89GQkICNm/erMpttCTD7gKDwWAwGAxGMYKJO4a9ExAQQJ0/mJiYCKDQghcQEAAAqFq1ql7YAYXCr0OHDnj+/DliY2N5+/v5+aF+/fpo1aoVJk2ahMWLF2Pbtm3YunWrFa+meMEsdwwGg8FgMBjFCOaWWTIJCAgQiRl7gRNiSqlVqxbWrl2LvLw83ry7a9euAQBq1qyJypUrw93dnbo/IQQAjFrjGjZsCAC4e/euqvKVZJi4YzAYDAaDwShGMMtdycTBwUFV0BJ7pkePHvjzzz+xceNG9O3bV798xYoVCAkJQaNGjaDVatG9e3ds2LABjx8/RlhYGIBCYbd7925UrlwZgYGBsuc5dOgQACA8PNxq11LcYOKOwWAwGAwGo5hACBGJu7y8POh0Ojg5OdmoVAwGn06dOqFdu3YYNWoUUlNTER4ejrVr12L37t34+++/odVqAQDffvstdu3ahY4dO2Lq1Knw9vbGkiVLcOXKFaxfv15/vEWLFuHYsWNo3749QkNDkZGRgWPHjmH+/Plo0qQJunfvbqtLtTvYnDsGg8FgMBiMYoJOp9MHojCEc9XMzs7G0KFDERAQgG7duunnODEYRc2mTZswaNAgTJ48GR07dsSZM2ewdu1aDBgwQL9N5cqVcezYMYSHh2PkyJHo1asXoqOjsW3bNvTu3Vu/Xa1atZCSkoKJEyeiY8eO6Nu3L/bs2YNJkyZh3759LM+dAexOMBgMBoPBYBQThFY7jszMTHh7e2PTpk1Yvnw5AGD79u1YuHAhJk2aVIQlZDAK8fT0xLx58zBv3jzZ7WrWrIkdO3bIbtOkSRNs377dksUrsTDLHYPBYDAYDEYxQU7cAcDFixd5y4W/GQxGyYaJOwaDwWAwGIxigjBSJgcn7tLT03nLU1NTrV4mBoNhPzBxx2AwGAwGg1FMMGa5y8jI4C1n4o7BeLWwW3G3ZMkSaDQaeHp66pfl5+fj559/RseOHVGuXDm4u7ujWrVqmDBhApKTk21XWAaDwWAwGIwiwJi4Y5Y7BuPVxi7F3YsXL/DZZ58hJCSEtzwrKwtTp05FhQoVMHfuXERFRWHEiBFYvHgxmjZtKumqwGAwGAwGg1ESYG6ZDAZDDruMlvnBBx+gefPm8Pf3x4YNG/TL3dzc8OjRIwQEBOiXtWzZEuXLl0efPn2wceNGDBw40BZFZjAYDAaDwbA6zC2z5EEIsXURSjyv0j22O8vd33//jSNHjuD3338XrdNqtTxhx9GwYUMAwLNnz6xePgaDwWAwGAxbISXuOIue0HKXlpZGzYvHsD1c0nlOmDOsB3ePuXtekrEry11sbCw++eQTzJo1C+XKlVO838GDBwEANWrUsFbRGAwGg8FgMGyOMbdMoeUOKBR83t7eVi3Xq4ROp8PatWuRmZmJQYMGwcPDw6TjaLVa+Pr6IjY2FgDg7u4OjUZjyaK+8hBCkJmZidjYWPj6+kKr1dq6SFbHrsTd6NGjERkZiVGjRine58WLF5gwYQLq16+Pt956S3K7nJwc5OTk6H9zbgo6nQ46nc70QpsAd76iPi+DUVJhdYrBsBysPtk3QsscR1paGnQ6HXV9QkIC3NzcrF20V4b33nsPq1atAgCsXLkSR44ckd1erk4FBAQgPz8fMTExli8oQ4+3tzcCAgJk27WS0ubZjbjbuHEjtm/fjkuXLiketUhMTETnzp1BCMG6devg4CDtZTpz5kxMmzZNtHzv3r1wd3c3udzmsG/fPpucl8EoqbA6xWBYDlaf7JNz585Rl1++fBlRUVFISUkRrdu5cydCQ0OtXbRXgqysLKxevVr/+9SpU1i2bBlKly5tdF+5OqXRaF4Jq5ItyM/PVzTnrqS4x9qFuEtPT8eHH36Ijz76CCEhIfq0Brm5uQCA5ORkODk58czeSUlJaNeuHV68eIGDBw+iUqVKsueYOHEixo8fr/+dmpqK0NBQtG/fvshdFXQ6Hfbt24d27dq9Er6/DIa1YXXK/sjJycFXX32Fffv2oVWrVpg5cyazHBQTWH2yb54+fUpdXq5cOXTs2JHnpcTx2muvoVGjRtYu2ivByZMnRXMYX3vtNbz++uuS+7A6VTwoKcGH7ELcxcfHIyYmBj/99BN++ukn0Xo/Pz90794dW7ZsAVAo7Nq2bYtHjx7hwIEDqF27ttFzuLi4wMXFRbTcycnJZhXNludmMEoirE7ZD//88w9+/fVXAMCtW7fw+uuvY/jw4TYuFUMNrD7ZJ1KuYzk5OZLrMjMz2bO0ENeuXRMty8vLU3R/bV2nrly5gpEjRyIpKQkzZsxA7969bVYWe6Sk1BG7EHfBwcE4dOiQaPmsWbNw5MgR7Nq1C4GBgQD+J+wePnyIffv2yY6UMBgMBsM2nD59mvf75MmTTNwxGBZALhWC1Hy8kmKRsAcuX74sWlYc8izn5+ejV69eePDgAQBg+PDhaNeuHXx8fGxcMoalsQtx5+rqipYtW4qWL1++HFqtVr8uKysLHTp0wKVLlzB37lzk5eXxOhClSpVC5cqVi6jUDAaDwZBCOHeBFsGPwWCoR0pIZGVlSdYzJu4sx6VLl0TLioO4O3TokF7YAUBKSgouXbpE7X8zijd2Ie6UEhMTo59IPHbsWNH6wYMHY/ny5UVcKgaDwWAIEYo7KYsCg8FQB7Pc2Q6dTofr16+LlhcHccdF9zTk4cOHTNyVQOxa3C1fvpwn1sLCwl6pDPMMBoNRXBF2dpjljsGwDEzc2Y5bt27pg/0ZYu/iLiMjAxs3bhQtf/jwoQ1Kw7A20rkDGAwGg8EwEWa5YzCsg1wSc+aWaV1oLpmA/Yu7LVu2UN8NJu5KJkzcMRgMBsPiMMsdg2EdmOXOdhRXcUdzyQSYuCupMHHHYDAYDIvDLHcMhnVg4s52FEdxFx0dLZk8nYm7kgkTdwwGg8GwOHKWu/z8fHzzzTeoVq0aBg8ezDqeDIYK5MQdc8u0HoQQahoEwL7F3dq1a0VJ1zni4uKQlpZWxCViWBsm7hgMBoNhcYSdHUOLwt69e/Hdd9/h9u3bWLlyJRYsWFDUxWMwii1yc+7s0XJHCMHhw4dx/PjxYh0U79GjR5L3sSjEXX5+PrKyslTfQymXTI5Hjx6ZUyyGHcLEHYPBYDAsjtAtU6fTQafTAShMaG7IiRMniqxcDEZxR8pyl5WVZZfibvjw4WjVqhXefPNNfPbZZzYrh7lIuWQC1hd3T58+Rd26deHu7o6uXbsqPt/169dF1kaNRsP7zcRdyYOJOwaDwWBYHFrng3MZE7oBpaSkFEmZXiXy8vKwYcMG/PXXX2y+YwmjOLllJiYm8lJa/f7775Llt3ekXDIB64u7OXPm4OrVqwCAnTt3YsuWLYr227FjB+93SEgIGjduzFvG5t2VPJi4YzAYDIZFIYSILHfA/1wzheIuOTm5KIr1SjFu3Dj06dMHw4cPR9u2bYu1OxyDj5SQyMvLQ1JSEnWdrcRdTEwMb75XdnY2EhISbFIWc7Gl5e7UqVO83zdv3lS033///cf73a5dO0RERPCWMXFX8mDijsFgMBgWJTc3lyompCx3TNxZluTkZN48xjNnzuDu3bs2LBHDFHQ6HWbPno1evXrhn3/+0S+Xs3zFxsZSl6emptpE4NOCdUgJUCEXLlzA66+/jrCwMKPzxooCW4m7goIC3L59m7dMqVgXWu19fHxQqVIl3jIm7koeTNwxGAwGw6LQrHbA/zoawg4HE3eWZffu3aJlwhF8hv2zePFiTJgwAZs2bcK7776rt97Iibu4uDjqci4YR1FDE3dK6/uHH36Iy5cv48mTJxgxYgQSExMtXDrlxMbG4uXLl5LrrXlvnz17JmpTTRV3Xl5eqFixIm8ZE3clDybuGAwGg2FRpDo6Upa7jIwMfbAVhvkI59kAKDb39+7du2jfvj3q16+P7du327o4NiUqKor3e//+/QDkhYSU5Q4w3zXz5cuX+Pbbb/HXX39JhtYXQpvvqcRyp9PpcPbsWf3vnJwcXLt2TXlhLYzcfDvAuuLu1q1bomWmijtPT0+R5e7Ro0eKnyejeOBo6wIwGAwGo2RhzHJHG81PSUlBYGCgVcv1KpCXlycSBYD0M7EnYmNj0bp1a7x48QIA0L9/fzx58gT+/v42LpltEFpbucBDpljugMJ6FxwcbFJZbty4gTfffFMvzO7evYvZs2cb3c9Uy110dLTIjdSWc/XsTdwpDUKlRNzl5OQgOjoaZcuWNb2QDLuCWe4YDAaDYVHUWu4A5pppKU6dOkW1jNi7uMvPz8eAAQP0wg4o7JgKA0m8SsTExPB+p6WlgRAiK+7kIqOaarl7+fIl6tSpw3uvNmzYoGhfU+fcGb4HHLYUd8+fP+f9dnd35/0uTpa74OBguLq68pYz18ySBRN3DAaDwbAopljumLizDFKujPYu7qZPn653OzSE1rF9FSgoKBC5WKampiInJ8fkY5oi7tLS0tClSxfk5+fzlivNjUYTm0rqulBMAbDpnDthiomgoCDe7+Ik7jQaDQuqUsJh4o7BYDAYFoVZ7mwHbb4dYN/ibvfu3fj222+p615VcZeUlCSaJ5mWlmZWjji14k6n06FPnz5Ul0SlkTdLiuVOKO6ELuTWFHfCSJmAeeIOAHXeHaPkoErcZWdnY/Hixa9sY8tgMBgM48hZ7vLy8qgdVFuKu+joaIwZMwYffvihbEQ8e+fBgweS32d7FXcJCQkYOHCgpFh4VfsbQpdMoOjF3a+//oo9e/ZIrlcShMPUgRwm7gqJj49HfHy8aLmlxZ1ay11MTAzmzJmD1atXs2AsdoiqgCqurq74+OOPsWfPHlSrVs1aZWIwGAxGMUbOckfr7AG2FXddu3bFhQsXABTmhDt//ryi/Qgh2LdvH2JjY9GzZ0/RPJyiRspqBxSNuIuNjcWNGzfw+uuvw9fXV9E+GzZskO2037p1C4QQaDQaC5WyeEATd6mpqWaJCLXizlhuuezsbKPvvKmWO3t3yywqcSc1uJGRkYG8vDw4Okp34wkhkuLOnHQIubm5qFevnl6A37p1C999953i/RnWR7VbZqVKlVi+HAaDwWBIIme5szdxFxcXpxd2QGHiZFrHmsb333+PDh06YNCgQWjWrJnNR7DlUgdYW9xdvXoV4eHhaN26NWrXrk21vNAQuoNFRkbyficnJyt+HiUJe7DcPXv2THa9EkFj6py74ma5y87OtkqSeDnLtVRbypGdnS2aK2kJy93x48d5z+fvv/9WvC+jaFAt7saOHYtZs2aZnS+FwWAwGCWT4mS5o51XqYXgjz/+0P//0qVLii1+1iAlJQVHjhyRXG9tcffzzz/rn+2zZ8+wbt06RfsJ34fmzZuLIvm9iq6ZtEH0ohR3OTk5RuuBEnH3qsy5A+RTVJiK3Ltv7HnShLWUuIuOjlbcRgjTbbx8+dIqwpZhOqrz3N24cQPx8fEICwtD69atUaZMGZ67hEajwbx58yxaSAaDwWAUH6Q6fenp6ZKh2m0l7kztfObk5Ijm59lyvt7evXuRl5cnuV7YObU0Z86c4f1++vSpov2E99/HxweRkZG4cuWKftnt27fRqlUr8wtZjLC1W6YSDy0lYsCUOXeEkGIp7rKysuDm5mbR81pa3Hl5eQEQu2UCwOPHj1G9enWjZRI+U51Oh9TUVPj4+Bjdl1E0qBZ3CxYs0P9/06ZNovVM3DEYDMarjVSnzx4td6aKO1rnV8l+1sJYkmVrWu7S09Nx584d3jJTAz54eXmhWrVqPHH3KlruaOIuOztbNo+dMdSIu+joaN5vZ2dn5OXl8VyPTXXLNFZPEhISqCkfEhMTbTb/Uqm4szSWFHcajUYvPj08PFC6dGnee/bw4UNF4o523tjYWCbu7AjVbpkFBQWyf0L/XgaDwWC8WhQnt0xTxZ2w86t0P2thbP6NNcXd1atXRW5ZKSkpivYVlpsTd4Ywcfc/hC5xajDHclemTBlR8BRTLXdpaWmyVmap+Zo6nc4scWsOthB36enpshZwteLOw8MDDg7/6/abOu+O9kyFORkZtoXluWMwGAyGRSlOAVVMDdVub+JO2PkUWjesKe4uXrwoWqZUSAjvv6enJxN3kHaLNKcTbY7lrkyZMiKXQ1Pn3AHy4l8uGI8tXDMLCgpE9cff319Uxywt7u7evSu73tgAilSkTA5TxR3tPTJn0IFheUwWd3v27MHEiRMxYsQI/cjCuXPn2ANmMBiMV5xXwXJHm19nT6Hag4KCeL+LWtyZY7mrWrUqb9mLFy9euSBuUpY7W4m74OBgkyx3psyxpaVB4LBFHaO1Zx4eHqLAP5YWd8YGNdRa7oTiTjjvTmkicym3TOE2trKyMkwQd5mZmWjXrh06deqEOXPmYOnSpfoEiz/++CNmz55t8UIyGAwGo/hQ3C13xdEtU9iRKlWqFO+3NcXdpUuXRMvMEXdVqlThuY8BhUFVXhUIIZIirqjcMi1huSsoKJAM5CNXVyxhubOkCyftGjw8PEyyZKrB2uJO2EYYc+2W287wff3666/h4+ODkJAQLFy4UNExGZZFtbj76quvcP78eWzcuBEpKSk8P/v27dtj//79Fi0gg8FgMIoXr6rlzp7cMotK3OXk5OD69eui5eYEVHFxcRG5jL1K4i4pKQk6nY66zpZumWotd3LiSq6+myvuLl++jIiICHh5eWHgwIFm558sqeLOxcWF95sWxEbpebn38vnz55gxYwaAwrZ11KhR+Oqrr1iqhCJGtbj7999/8e2336JHjx6iF7t8+fKKwx8zGAwGo2RiiuUuIyNDskNrTSxpubMnt8yiEnfXr1+nBsdQYrkjhFDn3AEwe95dQkICfvnlF6xevdrmyeXVIpeGQI24Ewb9MDegiloxI2cJMtVyp6SOTZs2DU+ePAEArF69Wjb/oxJo4s7d3b3IxZ2zszPvt6XFndI8fXJz7m7cuCEScjNmzMB7770nG0SHYVlUi7u4uDjUqFGDfjAHB4u93EuWLIFGoxG9jEChf3/btm3h6ekJX19f9OzZU/FEUAaDwWBYF6nvQFZWlmynX6krnyUpqQFVikrc0VwygcJnbUys5+TkiDp8XB4uc8Rdfn4+GjVqhPHjx2PgwIGYMGGC4n3tAan5doA6cVemTBne7+zsbOTm5ira15aWO7k5d4aWu1u3buHgwYOid0iYc/HatWuy5TSGsG65ubnBwcHBquJOp9Ph3r17vGWvv/4677ex9lJq4IRDOGdQqeVOzi1TSpgvW7YMvXv3Zha8IkK1uCtbtqxkRbl69So1MaJaXrx4gc8++wwhISGidbdv30bLli2Rm5uL9evXY+nSpbh79y7efPNNFsyFwWAwihCdTofvv/8enTt3xqJFi/QfbrlOn1zH1RaumSXVLbOoAqrQgqlwGLMs0O69JcTdmTNn8ODBA/3vlStXKt7XHpCrI8J+jnBuoiG0PpSSeVX5+fmiMgQHB9uF5Y4TdytXrkTNmjXRpk0btGzZUm+dTU9PFwlTc8P0C+uWh4cHAIjuhyl1LCkpCYsXL8aePXt4wufBgwci0dqwYUPeb3t0y5R7dlu3bsWWLVv0v9PS0nD//v1iZ1kvDqgWdz179sT333/PG63TaDR48uQJfvnlF/Tp08fsQn3wwQdo3rw52rVrJ1o3efJkuLi4YMeOHejcuTN69uyJnTt3Ii4uDj/++KPZ52YwGAyGMpYtW4avv/4au3btwgcffKCfcy3X6aNZvDgsIe5iYmJUdbJMEXc6nY46mJiUlGSzkWljAVVyc3Ot4hYlJ+7UhmoH/ifuhBEzHzx4oNjqJHw2MTExive1B+TEnfCe+fn5SW5LE3dKXDPj4+NFOYtNsdzJiTupup6ZmSlb/zhxN2fOHL0oOHHiBA4dOgQAImsXUHTiTq3lLicnB3Xr1sX777+Pjh074ueff9avu3nzJm/boKAghIWF8ZapFXdc3eIw1S2T9ly5Oicn7oDCSPsc+/fvR0REBLy9vdG4cWN8+eWXis7PMI5qcTdlyhSEhISgYcOGqF+/PjQaDYYOHYqaNWsiKCjIbPeHv//+G0eOHMHvv/8uWpeXl4cdO3agV69e8Pb21i+vUKECWrVqhc2bN5t1bgaDwWAoZ9euXbzfBw4cACDf6ZObT2SOuEtPT8eAAQMQHByMwMBAbN++XdF+pog7qc53fn6+4ohzlsaY5Q6wvPUuLy8PV69elVyv1nKn0Wj0AkJoucvPz6d23GnQRGVxSrIsV0eE+Pv7S64rVaqUyLKnRNwJB2A0Gg2CgoJUixk5t0ypOmZMHCQmJiI/Px937tzhLb98+TKA4iXudu3ahcePH+t/L1iwQP9/obirUaMGfHx8eMvMtdyZ4pZJCJGcc1dQUCB6fkJBaXhdXNuRkZGB06dP4/z580bPz1CGo9odvLy8cPLkScybNw87d+5E5cqV4e7ujokTJ+KTTz4RvexqiI2NxSeffIJZs2ahXLlyovUPHjxAVlYWateuLVpXu3Zt7Nu3D9nZ2aIXFih8aQ1fXO7l1Ol0RT6JnzufLYIHMBglEVanbMOzZ894v7kof3KdHDn3+fj4eJOe4fPnz9GjRw9cuXIFQGEn6+uvv0bHjh2N7kvrqKSnpyMzMxNOTk7UfeQCh8XGxpr1HTSF/Px80ag7zaKTkpKiqGxK69ONGzdkn3VCQoLsMYQdfE9PT7110d3dHWXKlOEJjWvXrqFKlSpGy08TDs+fP0fp0qUBFAaG++qrr+Dh4YElS5agXr16Ro8ppKCgADNnzsT69etRr149/PLLL6LOt6nIWbeFyFnu3N3d4e3tzRs0SUxMNPpchXPegoKCQAgR9a3S09NVPV9DpMrBBUKRIj4+Hk+fPhVZoa9fvw6dTkd1342JiTHr2yBsI9zd3aHT6USWL7n7QatTwvmqjx8/Rnx8PHx8fETTn6pVqyaynKakpMhel7Dcbm5uvO21Wi1vfU5OjtH7lJ2dTd2moKAAMTExom9Cy5YteQNtN27cQG5uLjQajV6Qc9SqVcvm33Bbn99SqBZ3QOELMmHCBItPUh49ejQiIyMxatQo6nrOHE8bqfL39wchBElJSaJJxAAwc+ZMTJs2TbR87969ogpTVOzbt88m52UwSiqsThUtwkBWt27dQlRUlKw7npzb4vHjx1ULo/v372PGjBmiKHr37t1DVFSU0f2lrHAbN27keYgYIgzYYMj27dtFYfytDU1g0Tq5UVFRCA4OVnxcY/WJc4WT4uDBg7LWG6FLp5OTE++ZBQYG8oTO9u3bFb0f586dEy3bsWMHYmJikJWVheHDh+vvWfv27fHHH39Qg7fJceXKFX2f4tatW8jLy0O/fv1UHUMKWmoJKYTuk4Y8ffpUNEBx8OBBoxYfzgLP4e7ujqioKJHovH//vmwdO336tOQ6qfppLLLls2fP8M8//4iWnzx5ElFRUTh8+LBo3ePHjxW1BVII36fs7GxERUWJxOuNGzeMnsewTtFShy1ZsgTVqlUTtTE0a2VcXJzs+YSDUE+fPuVtf//+fd76zMxMo+WXa9s3btzIs0QC4qA+iYmJWLt2LXx9fUXXWFBQYNZzsgTWzAdalKgWd5UqVcLmzZtRp04d0brr16+jW7duJkWu3LhxI7Zv345Lly5Bo9HIbiu3XmrdxIkTMX78eP3v1NRUhIaGon379pIfcGuh0+mwb98+tGvXTnJkmMFgKIfVqaInLy9P9KH39PRE586dTZ7bFRoais6dOyve/tSpU5g8eTL1g5yVlYVOnToZ/Z5ITeavV68eIiIiqOvkovnVrFkTLVu2lD2npaG58fXo0QNjxozhLWvYsCFq1qxp9HhK69PBgwdljxMRESH7PIWiNDAwkLf9nj17eBaMgoICRe/HsWPHRMu4d+vUqVO886alpeH06dO8+U5KOHv2LO93fHy8qndXjunTpyveNjIyEhcuXKCua9CgAc6cOcOzllepUsVoOYWuttw+586d4wXE8PPzkz2WUIwY4uTkRN1X6I7o4uLC87rKycmhziWMjo5Gp06dMHPmTNG6jIwMs56N0IpWvnx5dO7cGVu3bsXRo0f1y0NCQiTPQ6tTEydOFG3n6emJ9u3bi4T0O++8AycnJ56RIicnR/a6vvvuO97vhg0b8rYXDiLk5eUZbTMNAxUJqVSpkuibMGLECKxYsYL3DMuWLYt69eqJ2q2BAweKIoIWNWrShdgzqsXd48ePJf1ys7OzjZrUaaSnp+PDDz/ERx99hJCQEL0LATcBOjk5GU5OTggICABAT2KZmJgIjUYDX19f6jlcXFxEJnSgsIGxVWfQludmMEoirE4VHTExMSJhlJaWBkdHR5NDgqelpal6frNmzZIdaSWEiHJD0c5JIz09XbIscgEvUlNTi/wdpH2T/fz84O7uzrs/Op1OVdmM1SfODVaKjIwM2f2F74m3tzdve2FQlefPnysqPy0vWVxcHJycnKjP7o8//sAHH3wgmeaJhtC92JLPXe79EiLMZWeIj4+PyFVUzt2YQzhHLSQkBE5OTiLrZk5Ojuyx5Oom168TIhQ1NWrU4Fl4k5KSqG7RaWlpiI2Npc65S0tLQ15ensnu0kKXZ09PTzg5Oenn3nEYux/A/+pUbm4utaw3btzA06dPRQGA6tSpIxJDGRkZcHBwELlXGq43xMfHh1c+mrXaWJspF3RFKMwBoHLlyqhatSqvrbh79y68vLx4XhwODg6oXbu2zb/ftj6/pVAdUAWQto49fPhQNHlSCfHx8YiJicFPP/0EPz8//d/atWuRkZEBPz8/DBgwAJUrV4abmxs1FcO1a9cQHh5OnW/HYDAYDMtCs16lpKQgNzfX5NDWagOq3L59W3a9MReb/Px8yW3k5gvJzYmyRToEYSdOo9HA1dVVdXRDNRQUFIjmDKlNsmwsD5ewP6E0mh/NdYzrGNPe2/z8fIwdO1ZVpFNhR1vNiD8hBA8fPqQm5CaEqAoAwg160/D09BR5JpkSUIVzrSuKaJnCgBzCGAuEENFcLY5jx45JJjk3J1WWNQKq3L17l+rhcPXqVdy4cYO3LCgoCAEBAdQ5nXL3WG0qBMB4HZN7f4TtgZubG3x9fVG9enXe8lu3bokGhiIjI1n/3YIostytWLECK1as0P8eNWqUqMHIysrClStX0KJFC9WFCA4Opvruz5o1C0eOHMGuXbsQGBgIR0dHdO3aFZs2bcKcOXP0Df/Tp09x6NAhjBs3TvW5GQwGg6EeWlS7lJQUsxL5qhF3BQUFsu6RQGHnUy7ghCnR/AD7F3ceHh68yJMclhR3Dx8+FHX0GjduzJszpTbJsqVCtdM6oJwYk4rGeODAAWzZsgU9evRQdA6huDN2rRyEEPTp0wcbN26El5cX1q9fzwv8wwUlUorc++3h4WGSuBNeGyfuLJ3njhAiMhYIn0+tWrVE+0ql3zB0GRUSGxuL8uXLy5RWGmuIO6l5ldeuXROJO86iTJtClJqaKumxpjZaJmA8Yqbc+yN8LmXLloVGoxGJu5s3b4oGUmiBEhmmo8hyl5mZibi4OMTFxUGj0SA5OVn/m/vT6XTo27cvFi1apLoQrq6uaNmypegvODgYWq0WLVu21M8TmDZtGjIzM/HWW29h165d2Lx5M7p06YLAwEB8+umnqs/NYDAYchBCsGTJErRo0QLDhg2jBmt4FaF1klNTU80SEGrEnZIIeNawLAD0BOYcUpYDayLsfHKdOGuKO+HIe6lSpUTpC9Ra7oTizpRQ7VLnNSbuAODTTz9VLCBNFXenTp3Cxo0bARRe/zfffMNbr8YlE4Bkxx6wveVObvBEp9NR9xcO2ERERIhElDBoB4cwNYsh5qRDMEXc5ebmyt5roYDjSEtLEwUV4cQdzY1S7hymWO6M1TG5NvPu3bu832XLlgUAqrgTzuukxfFgmI4icTdq1Chcu3YN165dQ/ny5bFx40b9b+7v/PnzWLZsmckjI0qpWrUqDh8+DCcnJ/Tu3RtDhgxBeHg4jh49KkraymAwGOZy/vx5jBgxAkePHsWyZcvQsGFDvPnmm9iyZYvJ7oclAVuLO2HIbUdHsSOKOeKuOFnuhJ04rvNpTXFH65wJ3cbUJjE3Ju4s4ZYpJ+4ePXqElStX8pbl5+fj2bNnvDlQhBCRuMvMzFRkcROK4suXL/OOrSbHHVD4jKUifpsi7gghovebi7BqScsdIK7v+fn5ousvW7asrOup0vMVpbjbs2cPgoKC4Ovri6+++op6TLmIqMIoo5w4cnBwENURqTpGS2tgbbdM4feQE3fCQZ///vtPlNOOWe4si+o5d48ePSoyhb18+XLqyE+9evWwf/9+ZGRkICUlBZs3b0blypWLpEwMBsN0Ll68iGnTpmHXrl2q5rfYElq46uPHj6NHjx7o06dPsbkOS0PrJBcUFJg1t8UccVe2bFlR58Ua4i4vL0/WuqJE3OXm5uLHH3/EkCFDjKYTUIJU51PY6acFGjEVoUipXbu2SEiodcs01vm0hFum0DIkvEeGzyM5ORn169dH+fLlUadOHf07J+U6qcQqJow2mJeXx7N4CN8tYRJyIbS5lRymuGWmpqaKRJs15twB4roSExMjSu2gRtzJodYiaoiUZVxK3E2YMAEpKSkghGDGjBmilAOAtOWOhmGgH6XPk9Z3Nub2DJjnlimEE3fh4eGiwTfhO8bEnWUxKaBKTk4OFi1ahHfffRft2rXTR/zZunWrSWkQGAyGdbh//z7atm2LatWq8ebN2oKbN2+iSZMmmDp1Kjp37oz/+7//M2t+VlEhJzg2bdr0yrppSllA1CRgFmKOuCtfvrxFO59SIi02NlZW0CsRdz/++CM+//xzrFixAm3atJENL64EpeKuqC139uSWmZGRgbS0NJFLbd++fXm/Devzb7/9pg/ecfv2bfzxxx8ApK1rSlwzaX0kQyuOUIQY84aSE3emWO5o9dfUOXdybpmAuL4L2xQnJyeUKlWKmttYLUVluSOEiKJGCtNmZGVlUQWfFIbiTmkdo9174eCJRqMRBUEyxy1TSLly5QAUPscqVapIbufr66vflmEZVIu7+Ph41K9fH6NGjcKRI0dw8OBB/cPesmULfvzxR4sXksFgmMb48eNx4MAB3L59G8OGDTOr420uO3bs4H04/v77bzRr1owa1tqeMNYZMsxz9CohJe7UupUZYo64Cw0NteicIKmyGKtDhnPu8vLyqGX4999/9f8nhJiduNea4i4rKwvbtm3D5cuX9aI2NTUVjx494m1Xu3Zt1W6ZasWdEssdIUTyvDdv3hR1Xt9++23e7wcPHuifoTCZNydozRF3NCFvKO6Ex5bKtcjh5uZmVXHn4+OjFzHWttwJraohISFwcHCwiOWuqMRdVlaWKI2BMKrv7du3FXt8cJEyOcyx3NHeE6H1zhqWO0A8786Q2rVrG81HylCHanH3xRdfIDk5GefPn8fTp095L2irVq14kbIYDIZlePr0KQYPHowBAwaIJi3Lcfz4cf3/CwoKbGplogWauHjxIurXr48TJ07YoETKMPYxO3XqVBGVxH4ghEhGqlQj7mhug0ojBQoHBUwRd6ZY7uSCqRjud+7cOYSFhcHDwwMffvihfn1BQYEoubM5ghiwXkCV/Px8tG7dGt27d8frr7+uD5gmTEfk6OiIatWqqRYSxubcCTueStJsZGVliVz7OITJvjUaDdq2bSsSkefOnYNOpxPNfeLeOannpWQ+G81yZ+iiJ7TchYeHyx5TynKn1Wrh7Oys+plIRcoExGImOztb9nmonXMnHDDixEFxEne0dkMo7oTz7eRcb4W5F00Vd+7u7tR8eGoHUNRY7tSIO4ZlUS3uduzYgenTp6Nu3boipV2uXDmjoakZDIZ6evXqhZUrV2LNmjXo0qWLolG/3Nxc0YdGaUQ3ayBlJYmLi0PXrl2NuvCYCyEEc+fORffu3fHnn38qHjkV3jNhYuVTp069cvPukpOTJV2y1AiV0NBQ0TKl76glLHemiDtjljtuv6+++krfWf3999/1gwBPnjwR3TtzxZ1UQBVhkmW14m7nzp08gfPNN9+goKBANN+uatWqcHFxsbrlDoDIKiJE7pxCcVe6dGm4u7vjtdde4y0/d+4cLl++LHpOxsSdseuNi4ujtnNybplly5aVzf/l6upKTc7t6ekJjUYjuqdqLXdcMBWAbvmREwPCaxWKddqcO0M4YVmc3DJpFv9bt27xfgvn27Vs2VLSciUURaaKO1qkTaDoLHfCoCqGsEiZlke1uEtNTUWFChWo63Q6HTUpI4PBMJ2UlBReZKn79++LXKJo0D5mapNEWxJjOcWEHUZLs2zZMowbNw7btm3DyJEjFbvCCT9mHTp04P2Ojo62e9dSSyMXcdBccaf0HbUXcVexYkXe7+TkZBQUFIiiwXHWaVridUtb7pS6ZRoblNi7dy/vd3x8PC5duiQZxpzW8ZQ7h7GAKjRRY040P+Ez4TqfDRo04C0/d+4c1ZsgJSUFKSkpJos7qZgEDx480D8bocApXbo0Nb8Zh5RbJncvzXXLlLPcAdLz7gghojZfOK9KWNeFZeNy+MlZ7uRSQRhiS8vd3bt3edZkoeWuUaNGkkEBjVnupN45W4s7jUbDGxhglruiRbW4q1ixoqQb0tmzZxEZGWl2oRgMxv+gNd5KcmnRooPZ0nJnLFKfmhFBU1iyZAnvNy0KJg1huerVqyfqbJw8edKkMiUlJalyc7EXLCXugoKCRBP6lYg7nU4n6oTayi1T2GkhhODJkyei/TlBJBzFB4pe3J09exYVK1aEm5sbvv/+e+oxCSEicQcUhnmnRcoExMEe8vPzZZ+B2iTmgHniTmgx4cRdw4YNeculxB1QaL2ztLgjhOjfC+Gxg4ODRffFECm3TO4dEIqB9PR0SbdVQF7c0c4jJe4yMjJEwl44mCOsI8Jnx5VdTtwJB9s4hIFojAVCkoIQYra4y83N5Q3I0pKUSwkcobgzNaCKlLizlltm6dKl4eTkpP9dpUoVqvupRqMRXSPDfFSLuwEDBmD27NnYunWrvqJoNBqcO3cO8+bNw6BBgyxeSAbjVYbWmCrpANubuDPmdmlNkRMbGyuaP6PUQiS8Zz4+PmjcuDFvmSnz7iZOnAh/f3+ULVsWW7duFa3PzMy02zx6lhJ3Xl5eopF3Jc/l5cuXoo5a+fLlVbshyr1zKSkp1Psv7PzSOiYXL14ULStKcWdszt0XX3yBx48fIycnB998841oDiBQeI9pyaJ37dolmnPHWe6EHU9Aus0hhJjklmnMsiDXxtHC7ANiy110dDR2795NPYY54k4uKuqNGzdACBFZmEqXLm2SuJOy3AHybbFay51UHaOdQyjuhHVdeP+UiLtOnTpRlzdr1oz3Oy8vzyTPlZycHFE7ICXuCgoKJC2EXB1LT08X1auaNWuiVq1a1P2Kq1um0Err6upKtU6Gh4eL2m2G+agWd19++SWaNm2KHj16oHTp0gAKR07eeOMNNGrUCGPHjrV4IRmMVxlaB1RJuHWauLOlW6Yxy501xV1UVJRIDCi9F8KPmSXE3fPnzzF79mwAhdf95Zdf8tYvXLgQwcHBCAwMxJYtW1QduyhQI+4MR2+FmCruhC6Zbm5u8Pf3t6jljhBC7cgIO7/h4eGiaxTO7QIKIzXqdDqqW2ZMTIxZQl6t5Y4L7w8UXifNSnXp0iXquY4fPy46H2d1oAkJqc5gbm6uaBqHEnFnjuVOCCfuIiIiqBYuGtaw3AGFrnq0/HmWdssE5O+RXEAVJycnkfVFynJHq1tCa5oxyx03WCA356558+bU62/atKlomSmumbTvlpS4A6Tn5HL1Xji44+DggMjISKrlLigoCIGBgbxlthZ3Sr/ThvPtOGiumcwl0zqoFndOTk6IiorCmjVr0LlzZ7Rt2xZt27bFqlWrsH37dqMJNxkMhjosKe5eVcvdtm3bRMuUiAhaB9/b21sk7i5fvqwqWMXdu3d5YvPOnTv6TlJKSgo+//xzpKWlISkpCYMHD7Zo8mlLIBc4S9g5LVWqlOS2poo7WqRMjUZj9VDtgNgtMyQkRD83iIMm7nQ6He7cuUO13OXn5yMhIUG2LHJIBVSh3Y/8/HxROyCcAwRIizshpUqV0s+tcXJyEnV4pdoc2r0XdkAdHR1FgSaMiTs1bRxnXXBwcED9+vUV7SMn7owJSznL3fXr16nHDQoKkrXcubi4yLpl0vaVK6dcQBU1dUz4fJ2cnPQGAQ5jc+6MWe60Wi1CQ0MlRYPw2otC3ElF0+Usd0KXzIiICLi6ulJFDs0rwNLiTq1bpvB8wmfKQRN3tKAqTNxZB5OUmEajQb9+/bBq1Srs3bsXa9asQf/+/ZmwYzCsAK3xZuJOOdnZ2dS5Q0pERFZWlsi64O3tjQYNGvDau7y8PFGwBjloz4ETTLdv3+bdq9TUVLPzoFkaOcudEGuIO1owFcD6ebjy8/OpEf2ElgWauAMK86ZJiThzXDOVWu4yMjKo91fY4czOzha5XkohzFGlNOAD7d4LO+MajUZ1InNTo/kJXTOlePDgAeLj46nrzLXc7dq1i7csMDAQrq6ukuLOxcWFKriA/3XmtVqtaL3Ue5+dnS165w0td4DyROa0YDnCum7unLuyZcvC0dGRKu4iIiJEwkNK3OXl5cnOHRRiirjjLHfCBOecgKtUqZLoOdGuy9T6JfcOGSJXv2iDnVKBYJjlzrYwNcZg2Dkl1S1T2Om3lrg7fPgw9QOt5F7QOoo+Pj7w9PQUfZTUuGbSPsicYKFF3ly/fr3iYwuxxry9V1XcxcXFieZt0Sx3UgLun3/+kTxXUYi7zMxMatshtNydOHHCaMoBDmEYc6UBH4T3XqPRUOfemGtZkMMUcXfhwgXJwBxy4i4rK0u23jx79gy//fYbb1nHjh0BSHfMOXEhlQqBQygIpN572jsoFHdK6xgth6Gwnhibc8e9S8L9OMLCwgDQI0oGBQUhKCiIt5wm7ubOnQs3NzeUK1eO6gIvrFsuLi76fHFq3DLv3LkDQohoIKVmzZoACq3HwrpEm4dn6YAqasRdVlaW6HsilYdRqbhjaRCsg2pxl5+fj7lz56JBgwYICgqCt7c37482oZrBsEcIIVi5ciXeeecdzJ8/326DV5RUt0xhp8Fa4o7mkgkoExG0+8V1lJo0acJbbk1xt3PnTtV5APPz8zFo0CBotVrUrl1b1iVMLfYm7ri5PDRLlRxqkywLO24ODg4oVaqUZOdTiDCojyGWFHdyAVVokXZfvnzJa1OElm7hvB9DhIMcSnPd0TqftFxfaucEqWnjDDugwoiZUshZ3+TOTQtOI0wqLUxx89577wGgz5sD/id85dwyAbE4lHrvhe+3i4uLqH6aarmj1XWlljtHR0dq35JLy9WoUSPe8nr16kGj0RgVdxcuXMC4ceOQl5eHxMREfPbZZyLhLjVwAhQ+P+F8WynLXVJSEuLj40XfCUNh+uGHH+r/HxgYiHfeeUd0HFu6ZdLOpcZyV6tWLd53v2rVqpKp1RjmoVrcTZgwAePHj0d+fj7atWuHXr168f569uxpjXIyGBbnwIEDGDx4MP799198/PHHWL16tX5dQUEBZsyYgRo1amDQoEGKxJS1KAnijpbzqCjEHSEEO3bsoK6TioZoiPBj5urqqg/dL5x3d/LkScWhtmkCRk7cZWVlYefOnYqOzREVFYW///4bAHDt2jX88MMPqvaXIicnB3FxcYq3lxN3NFcte7bcCTu/pUuXhlarVSzu5Cgqy51UGhVDi8KePXt460aNGiXqKHMIR96Vdj6N5bjjsJblzsvLi1fWcuXKSc4fUopc+yoUhaVKlZJNHVWpUiU0b95cX1YacuLO8H4qTWROC6YiFNymzrnz9PQU1ZO0tDS923teXp7oWIbPh+aayVnumjdvjv79+wMovK/ffvstAIjeWeE3cfr06bzfDx48ENUlOXEHiMWuXD3esWMH7zuo0Wj0zxgojEZ//PhxLF68GNevX6e2K0pTW1jDcqdG3AmjZQKAs7Mz/v33XzRv3hxt2rTBmjVr2HQuK+GodofVq1djwoQJmDFjhjXKw2AUGcLR6T179uhTeRw9ehRfffUVgEIf+bCwMP0Ho6gpCeKOFk7acKI+YB1xd+XKFZEQ4OBCsct5G0iNJANicRcXF4eHDx9KfuwMkZtzJ1Xef//9F3379jV6bA7hvC+lc6gA4N69e/j9999RpkwZfPTRR7wOjJTbkRRyYcwtGVAFMF/cOTs789wRhfWMFkwFkI/mpxRzxJ2agCpSbceNGzfQrFkzPH/+XDQvqFOnTnj06JF+sIDD0dFRFCRBqeVO6Zwga4k7oWVBo9GgQYMGosGgyMhIaqoIGnLtq9ByXrlyZZQvX150rzmGDh2q7/gac8tUK+6k2lpaGgapc3JIWe5obpm0hOMpKSkICAigPjfD9tbf318kkDmrj0ajwerVq/HLL7/A09NTfz/kLHeXLl2ienXEx8fz7p0ScWdYduEcbUOE6TWaNWsm+g42bdqUGumTQyq1hbDeWUPc0dpLYXoLDprlDii8viNHjkieg2EZVEvmrKwstG3b1hplYTCKFOHHxLDTIwwNfuzYsSIpEw1TxF1eXh513k9WVpbiuTSWhOZSWBSWOymXTA5jQkIq7xJQOLIutEopdc1U65YJqHfNFIpEpdbnjIwMvPHGG5g7dy6+/PJLjB8/nrdejUsmUNipoM1NAUwTd5mZmaJ321LizliSZaHFkuv82tJyl5eXJ6rTUuIuKytLcj4gN+9OaLXz8/NDgwYNqMmiq1atKuoc2jLgg9z5hNA6n7R5d927d5d8f9WcWyhMKlWqpJ9vJUSj0WDw4MH630XllikMFEOzuptquaPNuQP+V9+l5jdzyFnuOIKCgnjlkxN306ZNo5ZbWMfVWu7kEL67vXv3VrwvB+1doL13poo7NW6ZXl5eVIu+l5eXbIRXhvVRLe7at2+PM2fOWKMsDEaRImy0DRtIYWNpSghlS2GKuIuLizNp0r+1UCLu1M4pU8L27dtl1xsTElJ5l4DCDpip8+5MEXfZ2dmSLqY0hOkKlAbTOXjwIM917++//+a5/cilQaDh7u4u2bEwRdzRzm+KuNPpdKLOljFxJywb11m1pbiTi+ZH6/RLzQni3DKF1oW2bdvC0dER7dq1E+1DC4ZgakAVW1vuALq4a9asmSg/mxRpaWmSrt40yx0t1D1Q2M8yfBeLynInFHe0uZbmRMt0c3MTzVHj6pjwuQkD7NDEnbH5WlLi7vLly9i6dSt1H2uKOyGmTGOSSm1BCOG9e6bOuVNjufP29qYOAEhZ7RhFh2px9+uvv2Ljxo349ddfcf/+fSQmJor+GIzigLDxM+xwCztxauYYWRpTUiHQXDI5bCHuaB1Q4YfX0pa7mJgYo+kJ1Io74agpLd+dEqTEXVZWluy7piZqplAEKbXc3b17l/c7PT2dl3hbaLkTinQhbm5u1CiIgGniTmiR9PHx0Xd41Ig7JUmWlUbzs6VbJq1ucR052n2XEuc3btxATk6OyHLHWexKly6N1157jbeOJu6UWu5obns01Io74fmEYoKD1gFt2LAhL8iJVqtFkyZNVAV9kGrH1Fjuhg0bxvtt6Tl35og7c6JlajQayYiZNC8Jw/l+QnGn0WgkXQI5pMSdcK6dIcJ7YC1x16hRI+q8NGM4ODiInuezZ8/Qpk0bODo6olOnTkhLSyuSOXfe3t7w8/MTBQZi4s72qBZ33t7eiIyMxLhx4xAZGYlSpUqJ/hiM4oCw8TPsyAk7dQkJCbK+9NaE9iFOTk6WDQYiJ+5skQ5BeK/d3d1FI/yWFndCDwNPT0/Rx9Qct0xAbOlRan2knTc5OZma4NqQqKgoxfdJ2InPzs422jEGCufbCTG8l0JxRwtvbYi7u7tVxZ2hIDNX3Bmz3KkN1Q6IO09SmCruaO+cnOVOyq02NjYWGzZsEN2Xzp076/8/ceJE/f+9vLx4roMcplruLNH5pJ1PTcCHgIAAfPbZZ/rfn3/+OQICAhRb7gC6mC0oKBCJu8qVK6Ny5cqi6/Pz80O3bt14y4y5ZdIEhilumcKBJUta7rgySEXMlPOSAMQDKGXKlDFat4TiLikpCefPn8fmzZsl9ykqy12vXr1M2g8Qvw+TJ0/GoUOHQAjB7t27sXTp0iJzy+QiBhvCxJ3tUR1Q5YMPPsD69evRvXt3VKtWTR85jsEobshZ7oQfaEIIEhISzI6mZgq0DzGXTJQ2QR2wP8sdLeCD0g6HqZw7d473u379+khJSeGJHnPcMgHlHR0hUs/g5MmTvN/u7u7Q6XTQ6XQACju227Ztw4ABAwAUvgfff/89Nm7ciJYtW2LmzJlwdXVFamoqtVOdnJwsmsAvRGi5A4CzZ8/qrQlCcVCjRg0cOHBA8nhubm7UjoWDgwPc3NxE73BGRgZ0Op2kxUUqUiZgn+KuXbt2VHfa8uXL81xwExMTkZOTo1gMcgg7n1qtVv9dpnU85dxqZ86cyfvdsGFDnmX2nXfegb+/Py5cuIDevXtT59vYW0CVKlWq8CzPHFId0FmzZunrF5dnzFxx999//4nKXalSJWi1WlSvXh2XLl3SLx8wYIDomu3JLdOcOXeAuK5IzbkTChjht7dixYrU8xpCez+/+OIL2X2Ki7gzbIeFHiqnTp0qMrdMoHBupuHglCkWSYZlUS3utmzZgpkzZ/JGtxiM4oiw0U5LS0N+fj60Wi210x8bG2s34g4o7HgWF3FHy8Ml7HCkp6eDEELNdWUKwg9e/fr1RREkzbXcqe14Sh2XQxjIJzw8HOXKlUNUVJR+2datW/Wdz3///RfffPMNgEKX0IoVK+Ljjz+W7MArEXc0y93Zs2f1/xeKu8qVK8PJyUkvQIVIWe44Ny2pCHpSudWkImVy5zIkJydHX6eFCOuVu7u7yPXLmLjjyi7nltm9e3equGvVqhVWrFjBWxYbG2vU1UwIrfPJ1SFHR0dRBFA5cSdMsNy1a1fRNm3btpUNqmbpgCpq6lhBQQFV3NGQsy4Ik0ebK+6EVjtXV1e9aB42bBg++ugjAIX34OOPPxbtb65bptIk5taecwcot9wJy9ytWzeMHz9e//wHDhxIPa8h/v7+cHBw4Hm5HDp0iLeNu7s7T6BaUtxxz1mYv/C1115DpUqVjJZfCilLLgfnYm2IJQIW0Sx3QKHQNozGLJXYnFF0qHbLdHJywuuvv26NsjAYRQrNnYlrvGgfaFvNu5MTd1LYm7ijjSIKPzYFBQVGoxsqhRAistw1aNBAtQugsQ6HsONpruVOKO7Kly8vmnS/Z88evZBatmwZbx0nAqU68Mbm3WVmZlL3vXr1qv7ZCMVd2bJlZTsbUpY7KTctQP65qLHcAercxqSsClK/lVjuGjVqRBXUTZo0EVknTXHNlEpgzqE2gqghNHFnDKVumUrn3KnpfGZkZIgCSUnlklPjOmauuBMGU6lYsaI+zcEHH3yAVatW4bPPPsOBAwcQEREh2t8UcWfraJlSz1fpnDvhe1S2bFmcP38ekydPxvr16/H+++9Tz2uIVquVHCQCCkP5Dx8+nLfMknPu/Pz8ULVqVdFyc6x2gHFxR3Pvt4RbppTlbsyYMfrjVKxY0aQooAzLolrc9ezZUzThmsEojtDEHfeBkbLc2QJLiztbzLmjfSBpHRZLuWY+fvxYFPLdEuLOmFumEstddna2ZAeVNp/McM4TV6bjx48jJSVF5A55//59ANLiztj1cvsLyc/Px6VLl0AIoYo7uVyBcpY7gJ8YnkPu3VYr7swJ1Z6UlMQTC6a4ZVasWBG1a9cWLa9evbrIE4Am7nbs2IGIiAjUqFEDR48eFa031vmk3RMlBAcHi3LYKYFmucvLy8PkyZPRqFEjTJo0Cbm5uVZJYk4TVjTLnaOjo2RSdhpy4k5oaaWJWdp8O8OyDBw4ED/88AM1Wicg3Znn2h+5wRPh/wF6O5uVlSV6l9Ra7ggh+si6SufccUH4jA2kAYUu4NOmTUOfPn0Ue3jIPedevXqJxJclLXe+vr7UOmSuuJNrbwFQk5pbwi1T6hm1a9cON27cQFRUFK5evcrSINgBqt0y3333XYwYMQI6nQ5dunShuqPUrVvXIoVjMKyJnLijdRJsIe64RNs0SprlDijsEBhzG1SC0GoXEBCAsLAw1eLOGm6Zau5/+fLlUaZMGdSrV4/nUrpjxw7ExMSIXCEfP34MnU5nsrijuWRynDlzBlWqVBHlVCtXrpxsZ8OY5U6j0cDHx4fXqZILZy8XUIUmItWIO+H7kZeXh4yMDH35pcSdq6sr3NzcRFbCUqVKwdPTE7Vr18bevXt566pVq4bg4GDesxKKu9u3b6Nnz5765zxy5EjcunWL17GVSmDOYaq4a9iwoUku0sJ3ITMzEytXrsS3334LoNDFNzw83CpumbT3hmYJK1OmDNVVVwqpOURubm4oV64c751UYrlT65Ln4uJCdX3m7o2vry+vjahatSqvzMJ7S7tPtPyHaubczZ07FxMmTIC/vz9WrFghKd6Fx+TOq0TcmYKcuBs5cqRIzFlS3Pn5+YlcfKtWrWrSoIkhptwbqaBWlnDLBP4XIIhhH6i23LVp0wYPHz7EvHnz0KFDBzRo0ED/V79+fcmRJwbDnsjPz6e6ayUnJyMnJ4fagbCFuMvMzJSMiinXUS8O4s7FxQWOjvzxJcMOQUFBgWI3RyHC+XYNGjSgzu8y1y1T+GHPy8szGlVVrbgDgLfeeou3fMeOHdiyZYto+/z8fDx+/Nhkt0xaMBWOs2fP4vTp07xlDg4OCA4ONuqWKWe5A5TPCUpJSZFNPE7raJmbZJm7Z/n5+aL32FDI0Pblgj4ILXeBgYEICAgQDWQYijtCCD7++GNeh/7OnTuiZ2gty12jRo1M2o8m9FevXs37vXfvXqskMRfWV3d3d5QuXdrsUO0uLi7UQafg4GBFAWTkLHdKod0fQ+G7efNmDB06FP/3f/+HqKgonjBXYrkTuiM6ODhQXaZplru4uDh8/vnnyMnJQXR0NN5//33J5ysUd9x5jbllmorUPPmIiAi0aNFC5HpqabfMvn378gaghEGLTEGtuHN1dRV9aznU1C8pt0yG/aHaciec48FgFEekOnwpKSmSnW9bzLmTc1Ms7m6ZGo0GXl5evOvgrvf06dPo0aMHYmJi8Mknn+Dnn39WdT5apExA7BJkrlum0KoAFFoWpFxgAHXijhMub731FqZNm6ZffvfuXTx+/Ji6z/3790XWLQ5zLHdnz54V7V+/fn04OjoadctU6zYmZbmjJXg3tFA4ODjA1dWVNzijRtz5+PhAo9HwXDGTkpIQGhpKLZNQ3AkThHMWmk6dOsHDw0NfDzi3LDlxt2XLFuzbt090ztjYWJ7HjLniTqvVity4AgICqHOFlEDr8Annkt67d88qee5olnYHBweULl2a92xMCdVevnx5kWVVqbh78uQJ73dYWJjq83t7e4vyCBsKi9DQUCxdupS6L03cCYNXCb9vAQEB+nmBhtAsdzdv3uQNagkDiBiWQUrcFbXlbsSIEdBoNCJxl5yczIvWa664c3Nzw40bN7B161YkJiaiS5cuplwGD7X3Ru57ZI5lnIk7+0W1uKPltWEwihtS+chSUlIkO8C2sNyZIu7y8/Nlhai9WO4ASIq7r7/+Wt+R+uWXX9C/f3+9QDNGQUGBKCom51FgbbdMoHAk21LijhvxrVu3LkqXLs0T7UL3SI579+6ZbLmTE3ePHj0Sddq4oAbG3DJplju5aH5S4k4oWoOCgkQjz+7u7iaLOwcHB/j4+FBzXtKem+F106YocJa7wMBA7N+/H7/99htCQ0MxadIkANLiLisrC+PGjaOWOzY2lie81AZUEfLaa6+J6kunTp1UuS0Kzy8UyEJrwL1790TBZKzhlsk9n+DgYLPFXYUKFXhRY7njGhN3eXl5IlFoSqh4Y5Y7NftyXhGG74aSSJmAtOVOaRnsQdw5OTnp+7K064yPj9dHMzV3zh1QWCfeeecdXtRjc7CkuLOUWybDvlDtlmkNLl++jC5duqB8+fJwc3ODv78/GjdujL///pu3HSEEf/75J+rVqwdvb28EBASgRYsW2Llzp41KziiuSIm75ORkyc53cRF3CQkJsgnO7UHccR9IKXchw7DKAHDs2DHF57pz547ovpki7rhcgoYYc8sEjM+7U3r/HRwcEBISov+/0hHf+/fvmzznTs4tU4i/vz/effddAPKdDVdXV6OWO6VumUKLNHd/DDE3D5dUqHbhc3NwcOBdF80t03Bu1RtvvIFVq1ZhxowZ+v2kxN3s2bNF1h4OYTtkjuXO19cXderUES03JUomh0ajMdr5TEtLE1mhLJHEXKq+VqhQgbfclDD0tKAqSsRdTEyMqD22tbgDxO+/kkiZAL1+CfelITXnLj4+HoQQowNppkITdz169NAvF6Y/4crEYa7lzhqodVm1lLhjbpnFB7sQd8nJyQgNDcWMGTMQFRWFlStXIiwsDIMGDcJ3332n327KlCkYOXIkGjZsiI0bN2L58uVwcXHBW2+9hU2bNtnwChjFDWGDzVESLHdyLpmA/eS5A6TdhYQdv8uXLys+l9Als2zZsvpRWDXijsu7Z4gSt0xj8wSVusWWLVuWN09COO9OisuXL0ueQ85yl5KSInrHDRNYCxk2bJi+YyPV2XB1dYWDg4PROXdK3TKFFgJax83SSZalxB3nwskhN+dOCpq4e/ToEWbNmiW5j/AZmRNQxc/PDzVq1OAtc3FxQbt27WTLbQxT5ktZwy2TK8eIESP0lkh/f3/069dPdflMFXfC6LJOTk6y4fmloN0fpQm0TRF3RWW5y8vLQ0pKilEXeFOhtREjR47U/9/R0VFkdTe8HnsUd/bilsksd/aLXYi7li1bYuHChRg4cCBatWqFt956C2vXrkWjRo2wePFi/XZLly5Fs2bN8Mcff6Bdu3bo2rUrtm3bBh8fH1EyWAZDDjm3zOI+586YuLPFnDs5t0xD0tLSkJaWJgpKokbc0ZKXcwjFXUpKiqSVkyYwhB9VJycn0bwUS1nuhJ3Jtm3bilIG0Dhz5ozkOrlnL3TJdHBwwDvvvEPdVqPRYNSoUfrfUh0xTliotdxJiTuhsFGSh0tqIEetuJPKccdhKXE3c+ZM2dFzYf02x3Ln7++Pjh078t7h3r17y3YGlWArcSdluevUqRMuXLiAlStX4saNG5JBNuRQKu6EZRCKu5CQEOpcNmPQOvRKLXeurq4iN1tTxZ0pljutVqsvK63OxsfHW80ts27durxrr1KlClq1asXbRnitlhJ3tIA0loB2b4RROQ1RY7nLzc0VDWoCha68wu84s9zZL3Yh7qQIDAzkjVw7OTlRR865PwZDKabMuUtJSZHtdFmDkmK5U+OWSQvJffPmTcl7f/DgQQwbNgwrVqzAy5cvqcnLOYQfW7lUEzSBISyvRqNRnQ7BVHHn5eWFFi1aiLYTnl9qLh4gb7kTirsKFSqgWbNm1G27dOnCc22T6sxzHR9LRcsUDrCYk2TZEpY7Q4Sj/1qtVpQDTYhQ3GVmZmLt2rW8ZcIod2rdMqVCoAOF11q9enUsXLgQNWvWRJ8+ffDrr7/KllkJpnT6lIo7uTZYzrWvTp06GDRokMmpVqTEHS2vnyG0vJCmYI5bJs1V1lKWu+zsbKNeLdw8TKCwfgqPER8fbzW3zHLlyuGHH36Al5cXIiIisGHDBpG4loqYqdPpROkn7NVy169fP8lnJmdhE4o7gP4NycjIEIk+Ju7sF7sSdwUFBcjLy0NcXBx+//137NmzB19++aV+/dixY7F792789ddfSEpKQnR0NMaPH4+UlBR8/PHHNiw5o7hhypw7wHzrXWJiIpYuXYotW7bIzovjkMv3pVTc0dyGaCNzhmRlZeGrr75Cly5dsGbNGqPlNIaUW6ZwRJE2FwcodN25efMmb1l6ejpGjRqFNm3a4O+//8bmzZvRqFEjXLp0ibednLgDpK1ZwvfA3d1dFAQCEHewjLllmiruALpr5tChQxUdD1BnuatSpQoaNmxI3fbDDz/k/Zb6yCu13BWFW+bq1asREhKC8PBwHD58WPGcO6mAKsYsd6GhodT3xRCaBUnYNg0YMID325i4UxNQhROkI0aMwLVr17B+/XpqYBi1mGK5kyqnsPNpSkAVS2CqW6Zw/qslxZ1St0za/pay3AHiQEfGzi089suXL0XP1ZLPbty4cUhOTsbdu3epFi6huOPaGZrV317FXYcOHVClShXq9mrcMgF6HVMy2MmwH1RHy7Qmo0ePxqJFiwAAzs7O+PXXX/XR2ADgk08+gZubGz788EMMHz4cQOHHafv27WjatKnssXNycngjftyLShuZsTbc+Yr6vIz/IdXBTk5OplqOOF6+fGmSS09BQQFWrlyJCRMm6MXLuHHjMHv2bNn95DrjSUlJ1HdIGI69SpUqPGuWTqdDamqqbKdvzpw5mDFjBgAgKioK4eHheP3112XLKoewI+Hq6gqdTif6UKampkpaHi9cuICaNWsCKAyt/t5774nyR9H2rVOnjv4+ubi4wMHBgSes4+LiqIE5hCLT29uber+FH/f09HTZum0sYiVHSEiI6Djt27cXbTd48GD8888/io4r9c4AhQmzDalcuTKCg4MRHBzMi/YXHh6OVq1a8Y4jZR3injNtdNjNzU1/DOH+KSkp1HIKhY2/v79kYmeOtLQ0JCUlYeTIkXqhN2zYMFGZuPIIO5VxcXHQ6XSi98HLy4t3buHctQYNGhht411cXODp6Sk52NS0aVPUrVuXN+1AmLxeqm4ZnkMKX19fahnN/Uapdev09PREfn6+KCUDILZcZmdnS5ZL2F56eHhY7Dvr7e2NSpUq6dscd3d3VK5cWdTpFb67QuFDq9dKoNUxR0dHxccSPpPExETevsK6JfVu0PKlGRN3np6evGMFBATw9rl//75oH8P2wVLQ3i9AbHXn6hjt++vs7Mwrl9wAjuF1W7LfFxYWBh8fH30/plKlSqhZsybCw8Nx8uRJ0fbu7u6S56W5CKenp4v6B7RBV2FbUxIoKddjUXF39OhRBAcHS44eGGPSpEkYPnw4YmNjsX37dowZMwYZGRn47LPPABTm2Bs7dizGjBmDTp06ITc3FytXrkT37t2xadMmdOjQQfLYM2fO5OWJ4ti7d6/JSV7NhZbDiFE0CENaczx58kR2XlNUVBSio6NVnevp06dYuHChyPL0119/Ud3sDBFaoQxJSkrCzp07eUEdAODixYu837T3e9OmTSgoKMDvv/+Oly9fonPnzujWrZt+/cqVK3nb//rrr+jTp49sWeUQCuabN2/CxcVF1KG4c+cODhw4QD3Gli1bUKpUKdy8eRNff/21IstncHCwKPG2u7s7rzO9Z88ekesUANFH0sHBgRrKWthhOH78uGwi8zt37vB+u7m5Ua19MTEx1PM1a9YMx48fB1A4nyQ6OhqBgYGKxF1KSgp27NhB/aAL5yrm5uZi165diIiI4Im75s2bY/fu3bxtb926RT1fbm4uoqKiqNE7b9++rb8+Yc6+58+fU69dmOfuyZMnou2EAzfXrl3D0qVLee6Zjx49Et2DO3fuICoqSmTB4MoprIvp6em8cxNC0LFjR+zduxdly5ZFixYtFIU+9/LykhR3NWvWFN27R48e8Y4rbI/u37/PW0/LDciRkJAgW0ZTv1FqXb+dnJwky3H16lXRsaW2ffDgAe/3y5cvLRZ+HgD+7//+D/Pnz0dubi6GDBmC48ePiwaYUlJSeO2yMPKvXPnloLVRFy9elJxTKkTYTp06dYpnARIe//Hjx9Ry0s4nFZ3X8NzCumLI4cOHRfucOnWqyKbb0NqMqKgo6j0/evQoT9DduHFD8riXLl0S3RtL9fs++ugjrFixAs7Ozhg5ciR2794t+U2U+pYA9Oe5a9cukTVTGEnZ2dm5RPZhpdz4ix3Egmg0GqLVaknfvn3JnTt3zD7eBx98QBwdHUlsbCxJTEwkbm5u5MMPPxRt16JFCxIWFiZ7rOzsbJKSkqL/e/bsGQFA4uPjSW5ubpH+ZWRkkC1btpCMjIwiPzf7K/z7/vvvCQDRX5UqVciAAQOo6wCQpUuXqjrPvn37iIuLC/VYGo2G5OTkyO4/duxYybJIvb8dOnTgbTN58mTRflevXiUDBw7kLTtz5oz+/XR2duatGz58uFn329vbm3e8w4cPk9zcXDJ9+nTe8s6dO5N58+ZRr7VZs2YkNzeXvP7667L3xPCvT58+orJUrFiRt82GDRuoZV60aBFvu/r161O3q1GjBm+7VatWyd6Lli1b8rZ/4403qGU/d+4cdf+kpCTy119/kUWLFpG4uDiSm5tL+vXrp/iecPsY/uXk5BBfX1/edtu3bye5ubnkxo0bJCwsjAAgHTt2pLZbFy5coJ6rZcuWJDc3lzx8+FC0jnsHcnNzyT///MNbFxERQb12d3d33nZHjhwRbTNkyBDeNh9//DGJiooyel/2799PcnNzyZ9//slbXqdOHZKbm0uGDx/OWz5q1CjJZ2ysXhv+NW3alFoeR0dH8vLlS7J//37ecl9fX97+ERERvPVr167lrZ87d67kNc+aNYtaJnO/UePHj1f8Pso979zcXHLgwAHetn5+fpLbNmzYkLftH3/8YVa7peTv9u3boutJTEyUfD7G2gepvwULFihuI2h/bdu25e07e/Zs3vvq5OTEW3/q1CnqcdLT01U9WwCkVatWvGP07duXt759+/a831qtVlUdMvfvhx9+oLZbZ86cEdVJ4b6nTp2SvO6EhASL1Sklf8J2lPubPHmy5D5paWmi7W/cuCHabvfu3bxtgoKCiuz5FOVffHw8AUBSUlLM1jC2xKKWu8mTJyMjIwNHjx5FnTp1jM49MUbDhg2xcOFCPHz4EIQQZGVl8ebPcNSvXx9HjhxBenq6bK4cmnuKk5OT0XkR1sKW537VkXo3U1NTZYOYJCYmqnpmc+fOlQwAQAhBXl6erOXY2Khsenq6KE+P0BpWoUIFuLu780akMjIyRLnj9u/fj4YNG+LOnTuiCdXPnz83+V0lhIgsE76+vnBychLNb8rIyJB0Rb1y5QqePn0qsqA0bdoUixYtwtdff40tW7bw1jVr1kxUbuE509PTqdcmvPc+Pj7U7YRumTqdTvZeCd24atasKbIuAoVukbTj+Pr6YtiwYbxlarwlMjIyqLmmhPe9WrVqcHJyQvXq1XH//n0kJiZK5r6Sm59De85A4XwU7vqEc1PS0tJE156RkSEaVS1TpoxoO+E3IDs7W5EliSuPMOBGfHw8nJycRO2CYfnNQSrdRLt27VCmTBnRc0lOTkZBQYH+eya8J1zd4pCbFxMYGCh7DaZ+o9TO2/P29pY8D+15Sm0rrFuWekZy0N79rKws+Pn5gRAicpOvUKGCSWWizd/y8vJSfCzhPK3MzEz9vqmpqSJ3tODgYOqxHR0dodVqJV0cpc5teCzhXFmh9dPb21tRZGBLIZxqwdV54XfQw8NDdE+k6pdWq4Wfn5/Is8aa/b7q1atTl0t9uwC6m21BQYFoe2E7I1dnizMl5ZosGlBl6tSp+OGHH3DmzBmL5AQ7dOgQHBwcUKlSJf2cGGEniBCC06dPw8/PTzYqGOPVJCsrC2PGjEHNmjXxxRdf6D9gpuS5A9TnuhO65AiRcsfikBOaAH3+lnDeWVBQkGgeUXx8vGieBOeWd+XKFdEx5Vy7jJGTkyNyF1EbLZNb9/PPP/OWBQYG4tChQ6hSpQqGDBmCFStW6I9ZtWpVDB48WHQcqYAZmZmZuHDhgl4IGAugwUGLHieH8LjcPEJDPD09VYXRDg8PV7wt7f0WBlNxdHTkJX7WarWSwg4wngrBy8uL17l0cHDgiRol0TJpwYyUBlShzRcRwr03tOAKhJJk2VJhzqWiN/bv3x8A/RrVhGpXElDF0ki9D1LfaDUBH3JyciQDQlkzoIoUtOAWhm2I8PnYIlombX/DOkZLZSA1YKPRaFQFcqGdW3hsoVt2UUdhlIqWaaxuAdIBVWjCztpIfQfk6pdGoxEJadqANMtxV7ywWkAVNQ9+5MiR8Pb2RsOGDVG6dGnEx8fj33//xbp16/D555/rK17Pnj2xePFiuLi4oHPnzsjJycGKFStw4sQJfPvtt0VekRj2z9KlS/Hbb78BKPSNr1u3Lvr16ycpqowlZFUTLTM7O9voRHNjljm14q6goEAkQEuXLg0fHx/e3Jzr16+LBJcxcUcIMamO0e61XJ47uY74n3/+yfvdvXt3ODk56UX7u+++i27duuHevXuoWbMm9cNLE3f//fcfmjRpgkePHiE4OBhHjx5VnHfJ3FQI1apVg0aj4XVYy5cvr+peR0REKN6WNiAgFHeVK1emjuhKIdV54O6/o6Mjxo8fj6lTpwIoDGhi2KES3tuMjAzk5+fz8lMJ656TkxP1mZgr7oRiKjc3F2lpaUbz3JkKTdy5urqie/fuAAo7iUJLSWxsLMqVKwfAvCTm1hJ3Us+lTZs22LZtm2idmlDtXFRt2gi7tXKlyeHk5CSaN8vVcdqcLVrwJiVYM1qmUNy5uLjIDpYL5y0bImzLAHH7IBRTwjnK9iDuCCFmiTtr5biTw83NDeXLlxcNxhoLcOTq6sqzUtK+YcK+CEuDYN+YJe7i4uKo7m20kMFyNG7cGMuWLcOKFSuQnJwMT09P1KlTB6tWrcLAgQP1261evRoLFizAqlWrsHTpUjg5OaFKlSr4+++/9aOcDIYhwuAcx48flxV3QGGQBinUWO44d2I5jIk7uVQIgLijnpSUJPpQli5dWvShoQVqefbsGWJiYqjiLj09HUlJSSZ1BtWKO7lopULXoZ49e4q28fX1pbpvG643JDk5GX/99RcePXoEoDCR9Pz586luKDTUpEIghIhEQmBgIMqUKcNz31LbhspZ7oKCgnjvLc1yJ5wsr0YsAoWWPS8vL1EHwFBYTJkyBd26dUNOTg4aNWrE247WcU1LS+M9K1qOO5oAtrTljju3UkuuWmjRd7t166Yvj4ODA4KCgniDM9zzzM3NFdV3NeLOWqHaaffm9ddfR9WqVVWLO6lQ7UJxl5+fL2prisJyx51HibgLDAw0OUiINS13wroVGBgoO7gkJypDQkLg4uLCc7U0ZrkTUlTPjUNYnry8PCQnJ5ttubMFkZGRqsWdcABFieWOiTv7RrW4S0tLw7hx47B27VrJEWo1vthAYZ4mJbmaXF1d8dlnn+mjZzIYxhD68nNiSE7cyUVLUiPuhNaQ0qVLIz09nffBsLRbJi0VAM0tUyoK5/nz53H58mXquqdPn5ok7mgC1tBdzxBj4s4Qb29vtGnTRnV5aOJO2Am7evWqqJNvCbfMrKwsUWfcx8cHoaGhZom7gIAAXmhsDl9fX5QrV4733iqx3KkVd0DhdQjfV+G9kUqnQesopKamGhV3NEwRdxqNRr+fh4cHXF1dec/RmuKOZrl79913eb+lxJ2SPFz2YrmrV6+e5HulVtzl5OQYzdsmVQ5r4OPjw4soKyXuTHXJBMSDAC4uLlaz3Mm5YAPy4i4wMBDNmjXTe8wAhS7ywm3ksLXlDii8J8VR3FWpUkUUxdJUcbd06VL88ccfiIiIELluMrdM+0a1uPvkk0+wZs0avPfee6hdu7ZsDh0Gw5YQQiTFndLw0ULMEXcRERG4e/cu79yWdsukJTB3dXUVdURpeYUAYMeOHZLX+PTpU7z22muy5aEhFLDu7u76MPTCD0RGRgZ1/geNt956y6T2hybuOKsdx71790THtoTljhbYw8fHB1WqVMGZM2f0y9Smk9FoNIiIiBClMyhXrpyok0Gz3AnfB1PEnRIXSSlonQ/huy98L6U6oMIOWGZmptEBA09PT72lQqPRoFSpUjyXamuKO+Gz9vX1RadOnXjLhK6iXD2ntR+mJDG3NLR7U69ePd48TkPkOp+0Oq40yXJRijtDrCHuypUrhzZt2ui9Ufr3768q+IPcvFalCcw55N6pUqVK4euvv8bx48dx5coVtGnTRpRGx97Enbu7uyjoWFxcnCJx5+zsTHVFtYVbJkD/dhgTYrSpBXfu3MF7770HQJwmB2CWO3tHtbjbuXMnZs2ahbFjx1qjPAyGxUhISBB1EJVY7uRQI+5oHWbhx16tuAsICOB1VI2JO260V9j5kHIXXbNmjWRZ5NxV5RDea8OOHO2jY2yeIgfNJVMJwo9uUlKS6Fm9fPlSFIVU6mOmxnInJe5Gjx6NjRs3IjMzE2XKlOG5oyslPDycKu6EHRKa5U74bCtVqqT6/LQOvVLLglarhYeHB68+CDvrQssdLdAIYJrlTvgeCsVddHQ0NXqqJahSpQoGDhyIv//+G1qtFj///LNI0Aiv1RKWO2dnZ9WBMZRCuzf169eX7PCa4pYphFa3isq6UBTiDijsf61Zswaurq545513VO2rxnJnTHwZs9wFBwfj4sWLyMzMpAp3e3PLBArLZOjOqFTccQFmhB4/trTcCTHFcnfixAnZfZjlzr5RLe6ys7NRq1Yta5SFwbAoQqsdYL64y8rKQkZGhqLIrELLHa3zrdYts3z58jxxJ7TCCDvAnLhTOoooN8fP1IiZch9I2gdCOK+OhqurKzp27GhSeYT34tatW9ROsjDpvFSHQ01AFWEH1M3NDU5OTnjjjTdw8+ZN3LhxA40bNzapY0CztnFBNwwRvjMZGRkiy5aUhUUO2v1RarkDCsWzGnGnxi3TWMJ7mrgzRJgcG7BsB3TlypWYOHEivL29qc9MStwJ2w9amHWpZ+Dv72+1IGQVKlRAcHCw3lWxUqVKiIyMhIODg0jEA+oCqgDKo/kJE9VbC+G7wJVFmMDaXHHn4uKiaAoLDeE9NrxflrbcAYVzRaVEhXDgTIgtrEKlSpXifeOUumUCKJHizth8f2a5s29Ut3ydO3cW5cdiMOwRa4g7QLn1juaWKfw4yFnu8vLyREJBOBeLFlDFEM7tyhIdUVPFnZzlzthHB6B3iDp27Ghy6hOhuJN6nsK5w5Zwy5SLuFihQgV07tzZ5E4BLahKuXLlqJZKQ2jPNTQ0VPX5zbHcAcbTIVhzzp0xcUdzY7ak25VGo0H16tWpwg5Qbrmj1QmpemLNzqejoyPWrVuHhg0bonHjxlizZg20Wi00Gg31PZUTd7RQ7Uosd0Vp/Skqy505FKXlzhjOzs6y4sBW4s4QpZY7gH4/bCXuwsLCEBkZqf9doUIFo+8dLd2IsSkhTNzZN6otd19//TV69+4NLy8vdO3alToCYy0/fgZDDVLijhbiWAofHx9kZ2fzRopjY2NRsWJF2f2ysrJE7oVqxR2tcTUm7qRycdmruHN2doazs7MoWawhrVu3xqpVq3jLevXqZVJZANM75dZwy7SkQJASd0JXXaHAFD7XwMBAk4SzOXPuAHnLAmC6uMvIyKBaeuTOLTy2cKBGq9WqujZzEQbTkBJ3tMESOcudNWnevDlvHilHRESEKCKvJUK12zKan/BcUuJOSrwXBZYUd0osd8YIDAyUtA7Zyi3TEHPFna3m3Dk4OGDt2rWYMGEC8vPzMXv2bKMWbKHlLjs726jljrll2jeqxR2XcPfzzz/H559/Tt1GbbRMBsMa0MSdTqdDZmamYsudr68v8vPzee41Six3tHOHh4eLPg5y5aA1rsbEnbDjzn1gLPGhMXXOnbEPpJeXl2TAC3d3d7zxxhs8cefo6Ii33nrLpLIApt8LpW6ZagKqWLITI+WWKRQ2wndG+FzVRurksLTlzpLizhjCjorQUia03Pn4+BRpXlVzLHfOzs5wcHAQuabaahCW9p4qCfhg+D7YW6h2muUuNzdX9K2wJ8sdF7nX0dFRcd3iMNdyx52D9p0E7MNyFx8fL2rLi4PlDiiMSrxnzx7F29PcMo1Z7uTS7zBsj2pxN3nyZJYsnFEskPpwxMXFGR3J5/Dx8YGjoyNP3ClJZC4c6Q8ODoanp6dohFqt5U7oLqdU3FlCRERHRyMnJ0f0ISCE4MKFC9BqtdRQ93KWO0Be3AUEBKBz5848616fPn3MEqv2ZLmzpLgLDAxEuXLl9O8q5+ondEk0ZrmzpLhTO+fOEGPRMpUGVFGCMcudsJNX1JYFmrgjhBhNYA78L82DcFtbdT5NEXc0ywIA/P777/jll19QsWJF0XFt7ZZpmLqCw57EHVDYNvv6+trMcieFPYi7uLg4UV+3uIg7tSiZc1ejRg1ER0cjMTER3bt3R9OmTYuyiAyVqBZ3U6dOtUIxGAzLIyXuhJPc5fD19RV9yJRY7qTyhpnjlunh4SFyg7aEuKOFcQbEya+BQjcjw0iKKSkpGDBgAHbu3AkA+PLLLzFr1izePkrEnRQBAQEICwvDmjVrMHfuXISHh+Pnn3+W3F4JlhZ39mK502g0mDVrFt577z3k5ORg/PjxCA0NVT3nzpRgKgD9/ljKcscFMjJEqeVOiKOjI8qVK4fHjx/rlxkTd0JsLe5yc3ORkpKi2G2MJu6Km+XOkOzsbNy/fx8ffvghgELLqjC3l60td0KXTFdXV5t2+Gn3OC0tDV5eXqIBIGvPuTO2nb24ZQrrU0kVd7T6Jex/9O/fH2PGjEFycjJCQ0OZkcfOKZpQUgxGEZObmysZUl9pqH2gUAhIuUTJYQ1x5+XlJfpgcHMIOUxxy5QagXvzzTdFHQJDF74HDx6gcePGemEHAHPnzhVFDVPilikF1wHt1asXjh07hmXLlpn90fT09DQpip5UOdVEy5QLqGIJBgwYgOfPn+PFixf48ccfAYg7GcIy2ItbptycO5q13FRx5+/vj+bNm/OWhYSEKDo2R1F3PmnliY2NVSXuhBQnyx0t4MPZs2dl97Gl5S41NZUaKdOWHWKpXJLCbwjALHeA+miZQmw1584UlLhlent7w9vbG+XLl2fCrhig2nIHFM6p27VrF27duiUapdZoNPjmm28sUjgGw1SePn0qGf5cjbjz8fExSdxJJYUWfmDl5twpEXd5eXnIyMjQH9cUy12rVq1w69YtkWtknTp1cPv2bdy4cUO/jLPyHD16FD179hTtk5OTg+fPn/PCMZtrubM0Dg4O8PHxoeZ7k8LT0xNarZa6zl4CqnAIO03Cc2RmZiI3N1cfgbA4uGUKxZ2jo6PkvVMi7j777DOsX78e2dnZCAwMRP/+/Xnb2Ju4c3d3h6enJ68u0cSdVGAS2j2xleUuKCgI9erVw4ULFwAUip7KlSvL7kNzyzTmWm9vljtbBlMBCuuMm5sbr8+WlpZGHegy1u7KDdoobbPtXdzFxcWJrrOkWu6UuGWyACrFC9XiLiEhAW+++SZu377Nc+cyVPJM3DFsjZRLJqDeckdr9I1By3EHWN5yBxRa78wRdxUrVkT9+vVFE7Dr1KmDU6dOicTd1atX0a5dO8kIl9HR0TxxZ6wDWtTiDii8L2rEnVxnw17cMqWgvTPJyckICgoSBQsC7NMtkxbwQWr02MnJCVqtVjKwl7+/P2rVqoUHDx7g7NmzaNSoEcqUKSM6vhy2cBsLCgoyKu7UWO5sJe40Gg1Wr16NSZMmIScnB999953kwAmHErcxIbaOlmlPaRA4vL29ReJOmFfUy8uLmlvQEKkBFD8/Pzg6KutW2pu4E5YnIyNDNBdRjbizRRthKkrqF0t9ULxQ7Zv01VdfwdXVFU+ePAEhBGfOnMG9e/cwfvx4VKlSxeRw6QyGJZETd2rm3JliucvMzBSdw1JumbQofZxIIYRIijs5AVWpUiU0aNBAtPy1114TdfSfPn2K6dOny6YuEAYSMBb0QYlbpqVRazGT+1DbS0AVKWjXyr0n0dHRyMvL462zleVOjVumnPjiAohIwb1TISEhePvtt0XCDijsyAiTgRtiC5crYTqEmJgYRQFVAPtyywSAyMhIbNy4ETt27MBrr71mdHuaW6axUO22dMvMzc0VfYPsQdzR0iEIBYwSt0qpQRulLpmA/c25o5Vd2O4oFXfe3t5GByzsCWa5K3moFncHDhzA+PHj9XMUHBwcULlyZfzwww9o27YtPvvsM4sXksFQiyUtd2rF3YMHD0TLOMudGrdMWmhvzqXQEMPE7EJXVK4TqtVqJUfeOMudIX5+fggNDRV19O/evYvdu3dLlhkAXr58yfttb26ZgPrOeXG23Lm4uIg6H9w7IxyMc3FxkYxCaQxrpkIQ1jljnUgl4k4OjUYjew5bWe4MKa6WO1MwJQ+XtdoOGrT3wdDjAbBPcZeamioSMEoCokjVL6XBVOS2dXR0FLWpRYGvr69RQaZU3BUnl0xA+Zw7RvFBtbh7/vw5wsLCoNVq4eDgwPu4dO3aVRSxisGwBZYSdzTLXVxcHDW6JIdwvl1ISIj+oyBnuUtISMDUqVMxY8YMpKamUi13gPjDwXXUhVY7rvy0/3M4OTmhbNmy6NChA29OyLBhw6DRaETi7tixY7wyOzg4oG3btrxthJY7e3XLVLNcjbizZUAVKYTXxZWDFkzF1Mny5cuX5z2v0NBQVQJCzZw7a4s7QDrVAlAyxF1x6oDS6picuHN3d0enTp2sXSw9tPfh7t27vN/2KO5oljslAs0Sljupbb29vW0SsMPBwcHo96akijth/UpPTxcNUjLLXfFC9Zy7wMBA/ehzSEgIrl+/ro88lpiYKHLxYTBsgZy4E1oB/P39RaGgOWiWO51Oh5SUFEkhIDXfDpAWd4QQtGvXDpcuXQIAnDhxAmFhYbxtucZVKrQ9TdwZdph9fHxEwrZ8+fLQarXQarU4e/Ysli1bhjJlyuD//u//9OsNEYraJk2aoHbt2ti/f79+mSXdMota3HXo0AHr1q0TLVfjlpmTk4OCggJqoAJbWO6Aws6G4XORstyZ6pIJFCbLXrx4MT766CNotVosXrxYVVRSS7llAvLiTuk7VRwtd8UhoIopKHHLnDJlCiIiInD79m0MHDhQlRXJEuUzzMVJoySJO2ta7mw5V61UqVKynjklVdwJLXfCdwJg4q64oVrc1atXDzdu3ECXLl3QuXNnTJ8+Hd7e3nB2dsakSZPwxhtvWKOcDIZiCCFU10gpypYtKynufHx8JMOQKxV3hqG/pdwynz59qhd2ABAVFSUaeTZmuRMKB6HfP628hjnrypQpg0mTJvHWGwuu0a1bN9EoqzFxp8ZyV9Rz7rp06UIVd2osd0Bh51P4wSeEiDqkRTV3S8pyZ6kcdxw9e/ZEz549TdpXTUAVY66jlrDcFQdxJwwaI9X5pC0vzqHaaQEffHx8MGDAgKIsFo+QkBBe7kQhto6WCdiX5c7X1xcODg6iqQS2dP8zNpdXqs5UrFiR99twQLc4IKxftKBxzC2zeKHaLXPMmDH6D9u3336L4OBg/N///R/69esHrVaLefPmWbyQDIYakpKSjM7HMESY48oQX19fuLm5iQSJ3OienLiTstzRRspOnDjB+63WLVP4IaJ1SIUfJSEhISGy1pfu3buLAlIUZ7fM9u3bU69X7sNG6+jQXDMzMjJEnfGitNwZwr0zlspxZwmE9zg3N1cf7l6t5U5K5AAlS9yZGlDF29tbcVRDe0CJW6atO5+ff/655DqNRoPg4OAiLA0de7LcabVaal205XOUK3/Hjh0l632PHj3089bLlCmDjz76yCrlsxbC+kUTd1JeAQz7RLW4a9u2Ld5//30AhR+/S5cu4cqVK7h69Spu3bqFyMhIixeSwVCDGqsdUNjxlfpYcY258CNEc4HkkMpxB4g7Xzk5OcjLyxNZ3QBxQBVbiDtHR0dJd6LIyEhUqVJFJI4NA6oQQuzSLZN2LwICAlC6dGmRO6zU9hw0yx0tqArtGdt6zp2lLXfmQHsPOOtMUQdUMXYOW4g7WrRMU+fcFSeXTECZW6atxd3o0aPx448/UteVLl1aNvpqUWFP0TIBupiypVtm69atRctCQ0MxefJkbNy4UXI/b29vnDhxArdv38bt27dRq1YtaxbT4ggtd0KruKenpyoXe4btMXvoTqPRFLsXmVGykZtvR8PT0xM+Pj7IzMwUrZPKEycl7jIzM0X5jeTm3AGFFh05schhC3EHFFpzaEFounfvDgAiy11KSgqysrLg5uaG7OxskduNcARQbkTQWq5jtONyIjw8PFz0DlnCcmdsTqQ1kXpnLDnnzlxo9yI1NRWBgYE2Cahib+JOaLlLSkoSRfdTOueuuM8JskfLHQB8+umn8Pb2xvvvv8+bnxwaGmrDUv0PmrizVbRMqe1t+RyHDh2KBw8e4NixY6hatSr+7//+D61atVIkbJydnYutccNYXkM23674YZIUj4uLw8SJE9G4cWNEREToQ/4uWrSIN2+IwbAFwo65sY6Yh4eH5DbccuF6mhUGEFvtAL64o3W+lIo77qMn/CByH2dj4s7YnDsppKw53bp1AyAWd8D/XDNpefyUWu58fX2t5jpGuxdc4nVDSyuHXIeD9mFUYrnz8PAoMtc4muUuJSVFVCZbijt3d3dRJyotLY0altvW4s4W89Vo8wyVJlkWijmhFdDeUeKWaS8d0BEjRmDNmjW8ut2nTx8bluh/CO9RXFycyDVbbpoChzUtd7YUd66urvjxxx9x5swZrFixAm3atHklLFbGUk/Yw8AJQx2q39pHjx6hTp06+PXXX6HRaPDw4UP9vIirV6/i119/tXghGQw1CMVdvXr1ZLf39PSkdtZcXV31HXel4k44oT4kJITX0ZSy3EkdzxDuwyzsmHEua9a03AkpVaqUPniSt7e36GPPiTtaHj+lc+6smadKznJHE3dyAwQODg5wdnbmLeMsd0lJSfjtt9+wbds20TMuSoFAi7AqtNoBtrUwaDQaalAV2vwPcwKqFNdomf7+/kY7mlLi7q233uLdE1sGHjEFYeczMzNT1LbYUwe0X79+uHDhAj7//HMsW7bMbvL/Cu/RhQsXeJ4VGo0GNWrUMHqckmq5e1VhlruSh+ph4y+++AK+vr44f/48goKCeJ2aZs2aYcqUKRYtIMM+4ZLZOzg4YN68efp0GPYATdwdPHhQcnvOLVOIXI44KTH233//8X4L56s5OztDq9XyAmukp6ercsuUSqquVtx5enoq6ujSxF3Xrl31LmEajQZlypTh3Xdu3h1N3Ak7BlIfDmvOC7Kk5Q4oHMk2DIOelZUFnU6HunXr6gW/MIJaUQoEoeUmOTlZJO6Cg4ONfuStjZeXF+89pok7rVZrVBhLdT61Wq3izqOUuHN0dFSVnN1SaLVaBAYGmhSqPTQ0FBcvXsTmzZtRu3ZtdO7c2VrFtApKQrXbmyioXbs25syZY+ti8BC2tcKpCJUqVZINRsRRUufcvaowcVfyUC3uDhw4gD/++AMhISGiyG9lypThBVNglEx0Oh0GDhyoFzKDBg3CgwcP7Cb6mlDc1a1bV3Z7KXFn2IE0VdwJI6RpNBp4enry9ldruaMlVS8oKDCaIFsoNCMjIxUli6WJO84lkyMkJIR336XcMmmud8XdcgcUWhYMn2F2djaOHDnCs+QKXXaLshNDc8sUumPZMpgKBy2ROW1OkDELlpS48/PzU5wgWco66OPjY5Mky0BhmaTEnYODg6xFMzIyEhMmTLBW0ayKkmh+9ibu7BFjnXSl8ROcnJxEg5Surq6KhKEhNDHInmPRw9wySx6q3TKzs7MlR9QzMjJeCf/kV50HDx7wRMzTp09F4f9thU6nE1kkIiIiZBsnKbdMa4g7gJ4OwRzLXV5eHpKTk41a7tq1a8ezHo0dO9boOQGgatWqvN9ubm5o164db5lUOgRjOe6klgHWFXdlypTh3R9vb2/9ZPiwsDDRyDRtXqEhwu2zs7MRExMju48tLXc0t0xbzrfjoLllqo2UCUiLOzXWYKk5n7a0LMiJt/fff7/EWj2EnU+awGXWBeNYStxpNBpRmxcYGKh60IO5ZdoHzHJX8lCtxCIjI7F//37quqNHj6JmzZpmF4ph39Dm6ly7ds0GJRGzc+dOUXTGSpUqyUaHkwqoYrhMKJSkxJ2wQ08LXCAUd+np6aosd7TObUxMjFFx5+rqiosXL+Lff//F+fPnMWjQIKPnBIDKlSujb9+++t9Tp04VdZ6lxJ2xHHeAtJubNd0ynZ2d8cMPP8DJyUk/iZ67JicnJ16eoi5duhi1agk7n1lZWUZzLdqb5c4exJ2wE0FzyywqcafRaOzObYzWnmg0Gnz33XdYsGCBDUpUNNCiZRri4eEhihzKEGOsk167dm3FxxLWMbUumQBzy7QXjIk7JriLH6rF3YgRIzBv3jzMmzdPH047NzcXGzZswO+//67PgccoudDC4he1uNPpdNixYwfOnDmjX5aTk4NPP/2Ut11kZCT8/PxkO3VF6ZbJnc8QtdEyXV1dReWJjY01Ku6Awo977969jQaZEbJmzRqcPHkS165dwxdffCFar9RyJ+W2Q+t0WNNyBwDDhw/H/7d35+FRVGnbwO/K1lmbrCwhCSER2XcJiyBBiEgIsoy4jCgEAYdlZoQXHBYVUMR5lZlhEQcQWQQUjYIzCAgRguCMLIJBQRYRIopAyEZCQvb6/uBLv1R19VKd6jX377q4tKsrVaeTnHTd/Zw65+bNm8jLy8PEiRMlz/31r3/Fvn378K9//QuffvqpxWMpzeZnKbA7s3JXU1NjmOW4jisOy1QKd5YmUwFMhzu1v1NKF6zOvPjs3Lmz5HF4eDh2796NefPmefSoGQ4b04ZWlTvAeLSC2slUTH0Nf5aOZ6l/sXLnflTfJDVlyhRkZ2dj+vTphgvpvn37QhRFTJw4EWPHjtW8keRalMLdqVOnHHZ+URQxcOBAHDp0CAAwfvx4rF69GkuXLjW6365ugh9zlTtTwzJtmVBFXrmzdlimpSDg6+sr+XStcePGkq/Jzc2162yMXl5e6N27t8nn5eHO1IQqpoZghoSEGA21sne4A0xPDCAIguKCttYex5rKnTNnywSMP5Bxhcqd0j138t8hR1XuTJ3LmeFu0qRJyMzMRFZWFh588EGsWbPGqhlv3R3DnTbMXaT7+/sbTfpkjr0qd/xZOh4rd57Hphkw1qxZg/Hjx2Pnzp24fv06IiMjkZaWhj59+tjUiOzsbMybNw/ff/89bty4gYCAALRu3RpTp07FmDFjJPtWVVVhxYoVWL9+PS5cuACdTod27dphyZIlNp+f1HH2sMyvvvrKEOwAYN26dbh69apkGwDcf//9eOKJJwBYDnf2qtxZOyzTUuVO/qbcuHFjyX2O1gzLtCf52khqhmUCyhcd9hyWqTVbKnfmFm/Xml6vhyAIkoWV5Vwh3CkNy8zPz5dsc3a4c8Yad3XCwsLwxRdfoLq62mUmsHIE3hOkDXPfp3bt2qka2qpF5c7V+ldDxf7leWx+d+jVq5dhnav6KioqQmxsLJ588kk0b94cpaWl2LJlC55++mnk5OTgxRdfBHBnKNHIkSPx1Vdf4YUXXkCfPn1QWlqK48ePKy6WTPahVLm7ePEiSktLVc+WdejQIWzYsAHt27fHn/70J6suWP7zn/8Ybdu9e7fksSAIWLZsmeEG7/rec2dNuLt165bR76FWwzKVwt3dcnJyUF1dLdnmyDdJeeUuPz8flZWVLj0sU0tKE6pYqtw5ciFpLy8vNGrUyOzvmbsMy3R2uHOFe4IaUrADWLnTSkBAALy8vIzuSwfUDcmsO9bdbKnchYSE4IEHHsDBgwcB3Jn8LCEhQfVxqH44LNPz1OsdoqyszOjGZkD9G2hycjKSk5Ml29LS0nDp0iWsWbPGEO5WrFiB3bt34z//+Y8kWA4dOlR948lmSuFOFEWcPn0aSUlJVh8nJycHAwYMMEynfPv2bcybN8/i1/33v/+1uM+4ceMk95XZMizTXOWupKQENTU1kk86lWZH1GpCFUvh7vz580Zf48xwB9ypYqoZlinnTuHOmglV9Hq9YZu/vz+GDx/usPYBdz6ZN9V3goKCzPYRR1EalllXBa7DcNfwMNxpQxAEhISEKL7fqJlMBbgz0dbdH7TKZ1W21kcffYRFixahsrISc+fOddoyIw0Zh2V6HtV3YJeVleH5559HVFQUQkJCEBUVZfRPK5GRkZJPKOsWy9aqYkjqiaKoOCwTUH/f3fbt2yXr5Pz73/+26vxff/212X2Cg4OxePFiyTZbhmWaq9wBdy487yYfkhkYGKgYZuTh7vr164qfpN5NHn7kofHcuXNGX+PIP8jh4eHw8/OTbLt69Wq9hmW6c7hTGpa5aNEifPzxx5g/fz6+++47h1bugDuTxJgKN/Hx8S5xUSX/nb1y5QouXbok2WbNJ/tahTulyVsY7hyP4U47pr5Xait3zz//vOFDvf79+2PYsGE2tadJkyZYsWIFVq9e7RKjBxoi+Xu3HCt37kd15W7atGnYtGkThg0bhrZt21r8pVCjtrYWtbW1KCwsREZGBvbs2WOY3vmXX35BTk4Ohg0bhrlz5+Ldd99Ffn4+WrdujRdeeMHiRC4VFRWoqKgwPK77BL2qqgpVVVWavQZr1J3P0efVQn5+Pm7fvq343MmTJ1W9ph9++EHy+Nq1axa//sKFC8jLy5Nsi4iIkNyXM2fOHEREREiOZe7N38/PT/FiMDg42HAMpefz8vIkQe3XX3+VPN+0aVOjoZKA8XAW+dcpubstgHHwkU8kExISAlEUHfo71rRpU0nwv3z5slH1KiAgQLFNSt/fkJAQq9vv7D4l/+RTaZKcoKAgPPLII4YF4B3d1l69euHcuXPYtGkT3n77bcmi6o8//rhL/D2S9w35jJ7e3t5o1aqVxbb6+voqbm/UqJGq16n0oZC8L3oiZ/cnOUszgTaEn4lWTH3A1qZNG1Xfww4dOuD06dPIy8tDXFwcvLy8+DMww9X6lJxOp5NcI98tMDDQZdutNU95narD3Y4dO/D6669j5syZmjdmypQpWL16NYA7F9zLly83LK1w5coVAMDGjRsRExODt956C40aNcI777yDcePGobKy0mg687u9/vrrWLhwodH2vXv3mvyU194yMzOdct76kIeIux04cAC7du2y+ljyIWJXr17Fzp07zVYQsrKyJI9DQ0OxePFirFmzBufPn0e/fv3Qpk0bo3bk5OQoHs/Pzw979uxRvGfzhx9+MLSltrbWaEKKnTt3Ij4+3vB4//79kq/39fVV/H7UzSRZR2kBeH9/f8mQ59LSUsmx5IFQHiL9/PxU/Sy0IL8w/+KLLyQBArjz2pXaJQ/s3t7e+Oqrr1RXk5zVp+RDcs+fP280nPDHH390+M9ESUJCAt544w1kZ2fj7NmzaNKkCdq3b+8SbZMPL5ZPANO8eXOjfqZEaZFrADhz5oziBy6m/PTTT4rbXOF75Qiu8h5VUFBg9vnc3NwG8zOpr7tHy9TR6/U4fvy4zdV7+Qe1ZJqr9Ck5c5PpfPvtt0bv0Z6qrKzM2U3QhE333HXt2lXrdgAA5s6diwkTJiA3Nxc7duzAtGnTUFpaipkzZxqGrZWXl2PXrl2G8n1KSgruu+8+vPLKK2bD3Zw5czBjxgzD4+LiYsTGxuKhhx5y+JCOqqoqZGZmIiUlxeQnzK5qx44dJp+7du0aUlNTrT6W/OdVVVWFvn37mh32JH8Df+CBB5Ceno709HSz5/L19cWSJUuMtuv1eqSmpqK2thbp6emorKw0PJeWloa2bdtK9r27GtOpUyf07dvX8Pjo0aOSY7dp00bx+3H27Fls3brV8Fhe4QkJCUGHDh0kw09btWolOVZwcDDefPNNk6+3adOmqn4WWli/fr1keGhERIRR3+ratatiu44ePSr53YqIiFB1L62z+9TBgwclv5tRUVFGF1EDBgzAgAEDHN00k9LS0pzdBCN6vR6LFi0y+XyfPn2s+r02dSGSlpaGxMREq9vTsmVLo/uAk5OTkZKSYvUx3JGz+5OcpXBn6u8KGVuxYoXRhyjdu3fn3AV25mp9Si4oKMhksElNTUVsbKyDW+QcliZCcxeqw92oUaOwd+9eDBw4UPPGxMXFGabjrvtDPWfOHIwdO9YwDK1NmzaScdmCIGDw4MF4/fXXkZuba3KBW51Op3jTqK+vr9M6mjPPbSt5NeJuubm5KCwstGqR4fz8fKNZ8IA7b+LmplS+e9Fy4M4ai9Z8D03dCxocHGz4+lGjRhlCV7t27dCxY0fJJ5mNGjWSBLHS0lLJueWvJzo6WrFt8sAjn3QkNDQUSUlJknAXFxcnOVbz5s2VX+j/FxYW5vDfLXmbcnNzjSqier1esV3yyV/Cw8Ntar+z+pS8+l9ZWWn0JhEREeF2/d3RLE3q0rVrV6u+h6Y+IGrSpImqn4F8iQ+gYf0cXeU9ytKyIaGhoS7RTneg9GF2p06d+P1zEFfpU3Lm7mttaH/zPIHqCVX+9re/ITs7GzNmzMAXX3yBEydOGP3TSlJSEqqrq3Hx4kUkJiaaHD5ZN3TH0rh8qj9Tk6nUsXZSFaUJQADlGSfrlJSUGK2nZ25h7buZumi8+6Jhw4YN+Nvf/oaFCxfi4MGDRkNU5BeM8mnl5W03NWGGpQuVRo0a4U9/+pNh8ocmTZrgmWeekexjKUA7Y60gpYXMrZ0tUx6+lWbfdGXyN8aioiJJFRjgpA/WsPQ96ty5s1XHUbpQEQRB9WQo4eHhRl8TExOj6hhUf5zNTztKk2OonUyFPI+5PubINVlJG6ord7dv30Z1dTWWLl2KZcuWSZ4TRRGCICiO6bZFVlYWvLy8kJCQAB8fHwwfPhwff/wxcnJyDPc6iaKIzz//HImJiTYtoknqKC2DcLfvv/8eDz74oGTb9u3bkZGRgaSkJEybNg0+Pj44e/as4tebC3dHjx6VzCrp4+MjWe7AHGvCnU6nkwzdlbO01p18tkylNe4A02u91QkNDUVCQgIuXLiAb7/9Fp06dTL63Q4NDYWPj4/J+4ecEe6UFjK3drbMoUOHIiQkxDAD6ZgxY+zTSDuR32+o9HvMWRYt0yrceXl5ISAgQDL5U1hYmOoPAL28vDBr1izDcjy///3vLVbNSXs+Pj5m/94x3FmP4Y6UmAp3QUFBqha3J9egOtw9++yzOHbsGJ5//nnNZsucNGkS9Ho9kpKS0KRJE+Tl5SEjIwMffvghZs2aZfhU/9VXX8Xu3bvx8MMPY8GCBdDr9Vi7di1OnjyJjz76qN7tIClRFPHNN98gODjYcO+ZPNzJF0SVV9bWrFljmBTngw8+gK+vL6ZOnWpTuJMvgdCtWzeji2pTTIUdNYuuy48hD3fyttsa7upCQFhYmFFQruPl5YWoqCiTw2RdoXJ39epVo4tpU689KioK3333HT7++GO0b98eQ4YMsVs77UFeKVL6PeYFqGXmptxu3LixyT6lJDAwUBLubF1aY968eUhNTUVpaSnuv/9+m45B9afT6RjuNCDvY4IgoH379k5qDbkKU+GOyyC4J9XhLisrC3//+9/NTl6iVu/evbF+/Xps3LgRRUVFCA4ORufOnbFp0ybJJ/iJiYk4dOgQZs+ejUmTJqGqqgpdunTBv//9b5ecHMDdPfPMM9i8eTOAO8NxZ8yYYTQss3fv3pKFTO8elvnFF19gypQpkv03bdqEqVOn4syZM4rnNBfu5LNrWjskE7gzE9Tdi0jXUTPcwFzlThRFo8qdrcMyrQ1mjRs3dulwl5ubaxS+zb32+Ph4u8zC6wjy1ym//9LPz8/iWl105wLDz8/PaEgrYH3Vrk5gYKBkiRS1a9zdzV6TiJH1/P39FWc1Bhju1JBfrCcmJqr6kJM8k6n3J/Yt96Q63IWEhEimf9eCNbMd1unQoQM+++wzTc9Pxi5fvmwIdgDw8ssvY/LkyYYlKeqkpqYahbva2lqcP38ejz76qNEQ3ePHj+PWrVuqK3e1tbU4fPiwZJuacAfcqYTZK9zdvHnTaI2Y+lbuLDG3CLYrhDtRFI1m3/LUsfvyN0b57z3fIK2n1+sVZ7u0JdzdrT7hjpzP3Icj7F/Wu3sGaACsRhMAVu48jeoZSJ555hnJNO7kmX7++WfJ49LSUuzYscPoolU+/XRpaSm2bduGtLQ0o2GLwJ312L788kuT6+WZCnfnz59HYWGhZFufPn0svo67mVqQ2Frmwp1Su02FL2vuubOGuUlVnBHuoqKizI7NFwTBbCB1Z5aGB/Pi03qmLiYY7ho2cxM+sH9ZLzU1FcOHDwcAtG7d2mipD2qYGO48i+rKXefOnTFv3jyMHDkSQ4cOVXzDHDVqlCaNI+dRWlfovffekzzW6XTo3LkzwsPDJfuPHj3a7LHXrVsnuU/vbqbCnXxIZvPmzVWvu6IU7tQMRzEX7uRDMvV6vckLfi2HZdb3GFry8vJC06ZNjaq7dVJTUz023FkacsnJVKxn6kK9S5cuqo7DcOdZWLnThk6nw/bt21FWVgadTgcfH5uWOyYPw2GZnkV1r37qqacAADk5OfjXv/5l9LyWs2WS8yiFu88//1zyOCYmBoIgoGPHjvjyyy9NHks+6YrS700dU+FOPpmK2qodYN/KnbUzZQLaDcs0F+6cFSaaNWumGO5iYmLw7rvvOqFFjmEp3PEN0npK3ys/Pz+0bt1a1XEY7jyLqT7m4+NjcakEkhIEgffZkQQrd57FpglVyPMphTt5aK9bcL5z584mw11sbCxefvllyQQ85sK/qXCXnZ0tedyrVy+TxzDFkcMyzVWotBqW6Wr33AHK69P5+/tj+/btHlu1AywPy2TlznpK4a59+/aqF5ft0qULMjMzDY+tXTaFXJOpi0+9Xm+0JikRqWOuf5H7UR3u+vfvr2r/9957D8OGDTO5zhi5JqVwJ1c3LPLZZ5/FqlWrJDPcdejQAYMHD8bcuXPh5eWFSZMmGRabN6esrAy3bt0yCl2XLl2SPLZl6mZXqdx5e3tDp9MZTcBi6jymuNqwTMB4rTsAWLt2Le677z4ntMZxWLnTjtInxWrvtwOA6dOn49ixYzh+/Dh+//vfu93yGiTFYWNE9mOqf7Fy557sOti6pqYG6enpOHbsGMOdm5FPXqKkLtx16tQJJ0+eRFZWFpo1a4Z+/foZrSnVuXNno+qbKdevX5eErpKSEsmU5gDQsmVLq451N0fec2dpPa7g4GCT4c5d77kD7txXt3r1asPjmTNnGoZyezJW7rSjdLFuS7hr1qwZR5p4EIY7Ivth5c6z2P1OWmuqNeR6rKnc1Q3LBIA2bdqgTZs2Jvd94IEHVIW7xMREw2N51U5+bmtpXbkrKSlBTU0NvL29VQ3LBO6ESnlgNXUeU1zxnrthw4Zh1apV2LNnDwYMGICpU6c6pR2OxsqddrQKd+RZePFJZD+8586zqF4KgRoGNcMyrfHAAw+YfE4+8YE8KMnDXXR0tE0LQmsd7oA7AQ9QX7kzVzGsb+UuKChI9f1JWhEEAc899xy2bduGP/7xj/Dyahh/YhjutKPVsEzyLKzcEdkPh2V6loZx5UWqaR3u+vXrp7g9ODgYHTp0kGyzFO5sGZIJ2Cfc1Q3NlLfZmmGZplgb7vz9/RUvbJw1JLMh47BM7ch/p2NiYjjTJTHcEdkRK+OeheGOFKkdlmlJ48aNFYdttmnTxigIyYNSTk6O5LGW4U7NPXfBwcFGs7LdvHkTtbW1Ng3LVOLn56eqKqlUvWO4czxW7rQj/7BH7SRe5Jk4bIzIfti/PAvDHSmyFO70er3qC1aloZlt2rQxCkKuWrnz8vJSnFSloKAA1dXVku22DstUG8wY7lyDr68vvL29TT7Pyp31BgwYgPHjx8Pb2xudOnXCggULnN0kcgGs3BHZD/uXZ2G4IyM1NTWSmSCVqBmSWUfpE3hHhrvGjRtLKm+CIKge7qUU7pTW5jM32QlgOlSqDQEMd67DXPWOb5DW8/b2xrvvvouqqipkZ2fjnnvucXaTyAXw4pPIfli58ywMd2SkqKjI4j62zFapdN+dpWGZoihqFu4aNWqEkSNHGh7bsv6iPHwVFRUZTaYSHh4OPz8/s8fRqnKnNPyTVSLnMBfu+DNRTxAELk5NBrwniMh+2L88i+pwZ2lpg+LiYsP/e3t7IysrC61bt1bfMnIapSGZ8kBlS+UuNjYWHTt2NDz29vZGr169zFbu8vPzcevWLcnz8fHxqs9dZ+vWrVi/fj3WrVuHjIwM1V+vVLlTO1MmYDrcsXLnvsxNqsI3SKL6YeWOyH44W6ZnUR3uBg4ciNzcXMXnjh07hq5du0q29e/fX9WkFeR88nAXEBAgqXgBQLdu3Ww69urVq3HPPfcgNDQUS5cuRfPmzc2GO3nVztvbGzExMTadG7hzb9S4ceOQnp5usbqmxJphmZYmUwF4z50n4rBMIvthuCOyH1OVOzXzEpDrUB3ufvjhB3Tu3Bn79++XbF+2bBn69u2LiIgIzRpHziEPd+Hh4Zg9ezaSkpIAAA8//DCeeuopm47du3dv/PjjjygsLMS0adMAGIehkpIS3L59G4BxuIuLi4OPj49N59aCVpU73nPneVi5I7IfDhsjsh+l/hUYGOjU6y2ynepwd/LkSbRr1w6DBw/GggULkJ+fjxEjRmD69Ol47rnn8NVXX9mjneRA8nAXFhaGqKgoHD58GBUVFdi9e7emn+YoVbrqqmFa3W+nFXsPy2Tlzn2ZqiwEBAQ4bVF5Ik/Byh2R/Sj1Lw7JdF+qw12TJk3wxRdfYO7cuXjttdcQExODgwcP4uOPP8by5cttGupG9ZednY0ZM2Zg48aNFu+LtESpcgfcmeDAHj9fvV5v9KlRXWDSao07rbjasEylczHcOYepyh0nUyGqP94TRGQ/SpU7fnDivmyqtwqCgIiICHh5eaGiogLx8fFo166d1m0jK125cgU9evQwrLVWUFCA6dOn23y8wsJCyWO1ywWoJQgCmjRpgsuXLxu2uVPl7sqVK5Jt1oQ7Dsv0PKwsENkPh2US2Y9S/+IHJ+5LdeWupKQEo0ePxvTp0zFx4kQcO3YMANCjRw9s2rRJ8waSZdu3b5csov3qq6+itLTU8LioqAgZGRk4evSoVcczVbmzJ1OTqrh6uLt+/TrOnj0r2ZaYmGjxOFpV7sLCwoyG/Dni50XGTIU7Vu6I6o8fnhDZj1L/Yt9yX6rDXbdu3bB3715s3boVb731Frp3747jx49jxIgRGDt2LJ599ll7tJPMkM9eWlhYiPfeew8AcOPGDfTq1QuPPfYYevbsiY0bN1o8nquEu9raWqNhmfVZBkEL8gv1kydPoqamxvBYEAR06dLF4nG0WgrBy8sLw4cPNzyOiYmx6vykPVPDMvkGSVR/psIdZ/Mjqj9W7jyL6nAXEhKC48ePY/To0YZtgYGB2LRpE9asWYOtW7dq2kCyLD8/32jbP/7xD9TW1mL8+PE4d+6cYfuaNWssHs9Vwt3Vq1dRWVkp2e5qlbu7gx0A3HvvvVb9QTR1QWLLkMp169bhpZdewh//+EccOnQI3t7eqo9B9cfKApH9KF18BgcH8+8dkQYY7jyL6nvuvv76a5Nj3ydMmIBevXrVu1GkjtKi4z/++CP+8pe/4LPPPpNs/+9//6v6eGFhYfVroBWUwp18SKa/v79VM1Hak6XKmrXr/2lVuQPu/AF+5ZVXVH8daYsTqhDZD4eNEdkP+5dnUV25MxXs6nTo0MHmxpBtlMIdACxZskST4zmrcicPd/Hx8RAEwe5tMcdSZa2+4Y6TobgvVu6I7IcXn0T2w8qdZ7Fptsyamhrs3r0bZ86cMSw2XUcQBLz00kuaNI6sozQs0xRTF6B3c/RsmYByuHO1ZRAAy1WYrl27WnUcrWbLJNfBCVWI7IcXn0T2w6UQPIvqcJefn49+/frh7NmzEATBsKba3RUVhjvHMlW5U1JeXo7q6mr4+Cj/6EVRdNnKnSeFO6XKnSAI/GPqxjihCpH9sHJHZD9KaxjzwxP3pXpY5rx58+Dv74+ff/4ZoijiyJEj+PHHHzFjxgzce++9krXKrJWdnY2hQ4ciLi4OAQEBCA8PR+/evbF582aTXyOKIh544AEIgoBp06apPqcnUVO5A4Bbt26Zfe7uZRUA54S7mzdvGi0x4ArhLjg4GF5eyt0mPj7e6u9VQECA0RBTvV5v8tjk+li5I7Ifhjsi+xEEwah6x/7lvlRfSe7btw8zZsxAdHT0nQN4eSExMRFvvvkmBg0ahJkzZ6puRFFREWJjY7F48WLs2rUL7733HuLj4/H0009j0aJFil+zcuVKXLhwQfW5PE1VVRWKi4tVfU1JSYnJ55SqgM4IdwBw5MgRyWNXCHfmqmvW3m9Xd5zAwEDJNoYA98bKHZH9cNgYkX3J+xgrd+5Ldbj79ddfER8fD29vb3h5eUkWyx42bBgyMzNVNyI5ORmrVq3CmDFjMGDAAKSlpeGDDz5Az549Fafuz8nJwZw5c7By5UrV5/I08vvjAGDq1KmG/1daUNtc5U4e7ry9vR3SwZUW466trZU8dvYad3VMhTA14Q4wvu+Ok6m4N06oQmQ/rNwR2Zf8dhF+4Oy+VIe7yMhI3Lx5EwAQHR2NU6dOGZ4rKCgwGtJXH5GRkYr3hk2aNAkpKSkYOXKkZudyV0qVtiVLlmD37t1Yu3YtDh8+bFRRUFO5CwsLc8gMlYIgKFbv7uYKlTtAu3DHP6SehcMyiezH19dXcSg7EWlj0KBBhv8PDg5Gnz59nNgaqg/VE6p0794dp0+fxtChQ5GamopXXnkFer0efn5+mDt3br3WuautrUVtbS0KCwuRkZGBPXv24K233pLss3btWhw9ehQ//PCDqmNXVFSgoqLC8LhuKGNVVRWqqqpsbrMt6s6nxXlzc3Mlj4OCguDt7Y2BAwcatgUHB0tmNS0qKjJ57hs3bkgeh4WFOez7k5ycbPI+S71ej+DgYIf/rEy1RUnHjh1VtU8+LFOv17vE63NHWvYpW8krz3UCAgL4cyW34gr9SYm/v7/kvSwoKMjl2kikxFX71N2WLl2KiIgIXLt2DdOnT4efn59Lt9cePOX1qg5306ZNw08//QQAePXVV3H48GE888wzAO4MAVy2bJnNjZkyZQpWr14N4M7MPcuXL8dzzz1neP7KlSuYOXMm3njjDcM9f9Z6/fXXsXDhQqPte/fuNbrIdhRbhrDKHT16VPI4MDAQu3btkmyTT9Jx4MABoyUs6hw8eNDoa+XHs5fBgwfj8uXL+M9//oOamhrJc3Fxcdi9e7dD2mFJeXm50bbw8HAcP35c1XHkf0Ru3brlsO+1p9KiT9nq7lEMdzt+/LhNE00ROZsz+5MS+XvZ5cuX+TeT3Iqr9Sm55ORkAMDVq1dx9epV5zbGCcrKypzdBE2oDneDBg0ylG6joqLw7bff4tSpUxAEAW3atDE5xb415s6diwkTJiA3Nxc7duzAtGnTUFpaapik5Q9/+AM6d+6MiRMnqj72nDlzMGPGDMPj4uJixMbG4qGHHnL40I6qqipkZmYiJSXF5Kf91srLy5M8jo6ORmpqqmRb48aNcf36dcPj1q1bG+1TR36BmpCQYHJfe3j88cdx/fp1vP/++9iwYQPOnDmDJk2aYMWKFbj//vsd1g5zPvzwQ3zzzTeSbb169VL9fVqxYgXOnTtneNy+fXuHfq89iZZ9ylamhmWOGDGCQzPJrbhCf1ISEhIiuc/flr+7RM7gqn2KpNROUOiqbE9i/58gCOjYsaMWbUFcXBzi4uIAwPAHe86cORg7diy+/PJLfP755/jqq68M9/zVqaysRFFREYKCgkx2Gp1Opzjblq+vr9M6mhbnln8vIiMjjY4pD6+3b982eV758SIiIhz+/YmJicELL7yAWbNm4ebNm/Dz83NadVVJWFiY0bb77rtP9fdJPlFNeHg4/+jXkzP7s6mF6cPDw7nEBbklZ/YnJXq9HteuXTM8bty4sUu1j8gSV+tTJOUpPxubrzhOnz6NXbt2Ydu2bUb/tJKUlITq6mpcvHgRp06dQnV1NXr16oWwsDDDPwB45513EBYWhp07d2p2bndhzYLj8otOtROqOIsgCAgNDXWpYAcoT5ChdjIV4P+GP9R58MEHbW0SuQClyl1ISAiDHZFGRowYYfj/8PBwo7+hRERkQ+Xup59+wqOPPorvvvsOwJ3FxO8mCILR/VK2ysrKgpeXFxISEjBu3DjFP+QDBgzAiBEj8Oc//xkdOnTQ5LzuRL6AuVK4k1eI1CyF4Ig17tyNVuFu8uTJyM3NxZEjRzBq1CheqLg5pXXuOJsfkXYWL16M+Ph4/Prrr5g4caLJtSWJiBoy1eFu0qRJuHbtGv7xj3+gbdu28PPzq3cjJk2aBL1ej6SkJDRp0gR5eXnIyMjAhx9+iFmzZiEqKgpRUVEm1zlr3rx5g70wloexiIgIo33UVO7k6+Yx3BmTh7vIyEjExMSoPo6fnx9ee+01rZpFTqZUueO9dkTa8fb2xuTJk53dDCIil6Y63B09ehTvvPMOnnjiCc0a0bt3b6xfvx4bN25EUVERgoOD0blzZ2zatAljxozR7DyeyJpKGyt32pJX6QYOHOiQtQDJtbFyR0RERM6mOtxFRUVp/ml0eno60tPTbfpa+bDQhkY+LLO+lTuGO8t69OiBv/zlL1izZg3uvfdeVt8IACt3RERE5Hyq7/SfPHky3nnnHXu0hWxg78qdMydUcVWCIOCvf/0rCgoKcPjwYSQmJjq7SeQCWLkjIiIiZ1NduZs1axb+53/+B927d8eQIUOMwoQgCJg+fbpmDSTztKzclZeXGy3gyModkXWUllph5Y6IiIgcSXW4O3LkCDZu3IiCggJ8++23Rs8z3DlOZWWlURWuPpU7+WQqpo5HRMYEQYBOp0NFRYVhGyt3RERE5Eiqw920adMQGRmJdevWaTZbJtlGPoQSsC7cmarcKYU7Dssksl5AQIAk3LFyR0RERI6kOtydPn0aW7duxSOPPGKP9pAK1oY7a4dlyo+n1+vh46P6V4SowZJPqsLKHRERETmS6glV4uLiGvwMla5CHsZCQkLg6+trtJ+1wzI5UyZR/cgnVWG4IyIiIkdSHe5mz56NJUuWoLy83B7tIRWsmUwFMK7c3bp1SzGgc6ZMovpp3Lix5HF0dLSTWkJEREQNkeoxdydOnMCVK1eQmJiIAQMGKM6WuWzZMs0aSKZZW2mTV+5EUURZWRmCgoIA3AmJer2elTuienruuedw5MgRAMC9996LBx980MktIiIiooZEdbh76623DP///vvvGz3PcOc4tlbugDv33QUFBWH69OlYtmwZfH19ERMTI9mH4Y5InfT0dLRv3x4///wzUlNTOeEUEREROZTqcFdbW2uPdpANbK3cAXeGZp4/fx5Lly4FcGdZhYsXL1p1PCIyLSkpCUlJSc5uBhERETVAqu+5U0MURYwfPx6XL1+252kaLHnlzlQY0+l08Pb2lmwrKSnB6dOnzR6f4Y6IiIiIyH3YNdzV1tZi48aNyMvLs+dpGix55c7UsExBEBRnzLT0c4mKiqpfA4mIiIiIyGHsGu4AcNkEO1IzAYrSWnfmwp2XlxdGjhxZvwYSEREREZHDcIVqN2bthCqA8X13SuFuxIgRGDRoEC5cuIAxY8YgPj5es7YSEREREZF9Mdy5CVEUsWzZMmzbtg29e/fGq6++Wq/KndKwzISEBEydOlW7RhMRERERkcMw3LmJPXv2YPr06QCAQ4cOISoqqt6Vuxs3bki2RUZGatRaIiIiIiJyNLvfc0fayMrKkjzesGEDysrKJNvMVe6smVCF4Y6IiIiIyH3ZPdwJgmDvUzQIubm5ksdKyxjUd0IVzo5JREREROS+OFumm7h+/brFfcLCwkw+x8odEREREZFns+s9d97e3qitrbXnKRoMeeVOrlGjRvDxMf3jlFfu8vPzUVJSItnGcEdERERE5L6sCnevvPKK1QcUBAEvvfSSzQ0iZZbCnbnJVADjyl1OTo7RPgx3RERERETuy6pwt2DBAqsPyHCnPVEULYY7c/fbAcaVu0uXLkkeC4JgdlgnERERERG5NqvCHYdWOldxcTEqKirM7mMp3Mkrd/KwGB4eDm9vb9saSERERERETselENyApaodYHlYprxyJ8chmURERERE7o3hzg1YE+7UVu7kuAwCEREREZF7Uz1bZk1NDVasWIEtW7bg559/Rnl5ueR5QRBw8+ZNzRpIrNwREREREZFlqsPd7Nmz8be//Q1dunRBSkoK/Pz86t2I7OxszJs3D99//z1u3LiBgIAAtG7dGlOnTsWYMWMA3AmVy5Ytw969e3Hq1CkUFBSgRYsWGD58OGbPno3Q0NB6t8NVWbPGXX0rdwx3RERERETuTXW427JlC2bPno3Fixdr1oiioiLExsbiySefRPPmzVFaWootW7bg6aefRk5ODl588UXcvn0bCxYswJNPPokJEyYgMjISJ06cwKJFi7Bjxw588803CAgI0KxNroSVOyIiIiIiskR1uLt9+zYGDRqkaSOSk5ORnJws2ZaWloZLly5hzZo1ePHFFxEQEIBLly5JQkxycjLi4uIwevRofPLJJ4Yqn6eRh7vIyEjk5eVJtrFyR0RERETUsKmeUOWhhx7CkSNH7NEWI5GRkfDxuZM/vb29FatTSUlJAIBffvnFIW1yBnm4+93vfgdBECTbLIUzhjsiIiIiIs+munK3fPlyDB06FEFBQUhNTVWsGFmqIplSW1uL2tpaFBYWIiMjA3v27MFbb71l9mv2798PAGjfvr1N53QH8nDXrl07jBgxAtu3bwcANGvWDF27djV7jKCgILPPc7ZMIiIiIiL3pjrc6fV6tG7dGtOnT8f06dMV96mpqbGpMVOmTMHq1asBAH5+fli+fDmee+45k/tfuXIFs2fPxn333Ye0tDSzx66oqJAsBF5cXAwAqKqqQlVVlU3ttVXd+aw977Vr1ySPw8PD8c9//hOtWrVCcXEx/vznP1t1vKCgIJSWlio+Fxoa6vDvA5FW1PYpIjKN/YlIW+xT7sFTfj6qw90f/vAHfPTRRxg+fDjatm2ryWyZdebOnYsJEyYgNzcXO3bswLRp01BaWoqZM2ca7VtQUIDU1FSIoogPP/wQXl7mR5i+/vrrWLhwodH2vXv3IjAwULPXoEZmZqZV+/3222+Sx5cuXcLhw4fRp08fAMC5c+dw7tw5i8fx9fU1+VzdTKVE7szaPkVElrE/EWmLfcq1lZWVObsJmhBEURTVfEGjRo3w0ksvKQYurU2ePBlr167Fb7/9Jhk2WFhYiEGDBuHnn3/G/v370alTJ4vHUqrcxcbGIi8vD3q93i7tN6WqqgqZmZlISUkxG7jq9pUPqfz2229tGobarl07XLhwQfE5Z3wfiLSipk8RkXnsT0TaYp9yD8XFxYiMjMTNmzfd+ppYdeXO19fX4v1dWklKSsKqVatw8eJFQ7irC3aXLl3Cvn37rAp2AKDT6aDT6Yy2+/r6Oq2jWXNu+ayYANC8eXOb2mxqOQRfX1+Eh4cbTdJC5G6c2Z+JPA37E5G22Kdcm6f8bFTPljlq1Cjs2bPHHm0xkpWVBS8vLyQkJAD4v2B38eJF7N2712Eh05nkC5h7eXnZPGGNqRkzIyMjGeyIiIiIiNyc6srdk08+iYkTJ6KqqgpDhw5VDBrdunVTdcxJkyZBr9cjKSkJTZo0QV5eHjIyMvDhhx9i1qxZiIqKwu3btzF48GB8++23WLp0Kaqrq3H48GHDMaKiopCYmKj25bg8pTXuvL29bTqWqcodl0EgIiIiInJ/qsPdwIEDAQDLli3D8uXLJc+JoghBEFTPltm7d2+sX78eGzduRFFREYKDg9G5c2ds2rTJsDD59evXcezYMQAwzA55t7Fjx2LDhg1qX47Lk4e7xo0b23wsU5U7LoNAREREROT+VIe79evXa96I9PR0pKenm90nPj4eKud+8QjycNekSRObj8XKHRERERGR51Id7saOHWuPdpAJ8nvu7FG5Y7gjIiIiInJ/qsPd3c6fP4/8/HxERkaiVatWWrWJ7qLlsExW7oiIiIiIPJfq2TIBICMjAy1atEDbtm3Rt29ftGnTBi1atMDHH3+sdfsanJ9++gmbN2/G5cuXATjmnjuGOyIiIiIi96e6crdr1y488cQTaN++PaZNm4bo6GhcuXIFmzdvxhNPPIEdO3ZgyJAh9mirxzt58iTuv/9+lJaWQqfT4cSJE5rec8dwR0RERETkuVSHu9deew0PPfQQdu7cCS+v/yv8zZo1C0OGDMGiRYsY7my0adMmlJaWAgAqKirw97//ncMyiYiIiIjIKqqHZWZnZ2PKlCmSYAcAgiBgypQpOHnypGaNa2h+/fVXyePMzEyHTKjCpRCIiIiIiNyf6sqdt7c3KisrFZ+rqqoyCn1kvfz8fMnjuvvu7sbKHRERERERKVGdxHr06IE33ngDt2/flmyvqKjAkiVL0LNnT80a19DIw50Se1TuIiIibD4mERERERG5BtWVu4ULF2LgwIFISEjA6NGj0bRpU1y9ehXbtm1Dfn4+9u/fb492NggFBQVmnw8KCkJQUJDNx1eq3AUFBSEgIMDmYxIRERERkWtQHe769u2LvXv3Yvbs2Vi5ciVEUYSXlxd69uyJDz74AH369LFHOxsES5W7+lTtAOXKHYdkEhERERF5BpsWMe/fvz++/vprlJWVobCwEGFhYQgMDNS6bQ1KZWUlbt26ZXaf+oY7pcodwx0RERERkWewKdzVCQwMZKjTiL3vtwNYuSMiIiIi8mSc2tJFWBPu6rOAOQD4+fnB19dXso3LIBAREREReQaGOxfhiModYFy9Y+WOiIiIiMgzMNy5CEeFO/l9dwx3RERERESegeHORVhaBgFg5Y6IiIiIiExjuHMRjrjnDrizCP3devXqVe9jEhERERGR89VrtkzSjjzcNW/eHFeuXJFs06Jyt3DhQly+fBnnz5/H1KlT0blz53ofk4iIiIiInI/hzkXIw11aWho++ugjFBYWAgCCgoLQsmXLep8nLi4O+/btq/dxiIiIiIjItXBYpouQh7vo6GisWrUKjRo1gk6nwz/+8Q8EBQU5qXVEREREROTqWLlzEfJwFx4ejsceewwjRoyAj48PvLyYw4mIiIiIyDSGOxchD3cREREA7iw8TkREREREZAnLQS7CVLgjIiIiIiKyBsOdCxBF0WidO4Y7IiIiIiJSg+HOBZSUlKC6ulqyjeGOiIiIiIjUYLhzAUoLmDPcERERERGRGgx3LkAe7nx9fREcHOyk1hARERERkTtyiXCXnZ2NoUOHIi4uDgEBAQgPD0fv3r2xefNmo31PnDiBQYMGITg4GKGhoRg1ahQuXrzohFZrR2kZBEEQnNQaIiIiIiJyRy4R7oqKihAbG4vFixdj165deO+99xAfH4+nn34aixYtMux39uxZJCcno7KyEh999BHWrVuH8+fPo1+/frhx44YTX0H9cKZMIiIiIiKqL5dY5y45ORnJycmSbWlpabh06RLWrFmDF198EQDw8ssvQ6fT4bPPPoNerwcAdO/eHa1atcKSJUvwv//7v45uuiYY7oiIiIiIqL5conJnSmRkJHx87uTP6upqfPbZZ/jd735nCHYA0KJFCwwYMADbt293VjPrjcsgEBERERFRfblE5a5ObW0tamtrUVhYiIyMDOzZswdvvfUWAOCnn37C7du30alTJ6Ov69SpEzIzM1FeXg5/f3/FY1dUVKCiosLwuLi4GABQVVWFqqoqO7wa0+rOV/df+ZDSsLAwh7eJyJ3J+xQR2Y79iUhb7FPuwVN+Pi4V7qZMmYLVq1cDAPz8/LB8+XI899xzAP5v6GJ4eLjR14WHh0MURRQWFqJZs2aKx3799dexcOFCo+179+5FYGCgVi9BlczMTADA999/L9leVFSEXbt2OaNJRG6trk8RUf2xPxFpi33KtZWVlTm7CZpwqXA3d+5cTJgwAbm5udixYwemTZuG0tJSzJw507CPuVkkzT03Z84czJgxw/C4uLgYsbGxeOihhyTDPB2hqqoKmZmZSElJga+vL95++23J8z169EBqaqpD20TkzuR9iohsx/5EpC32KfdQN6rP3blUuIuLi0NcXBwAGMLNnDlzMHbsWMN9aEoLfhcUFEAQBISGhpo8tk6ng06nM9ru6+vrtI5Wd275PXdRUVHs/EQ2cGZ/JvI07E9E2mKfcm2e8rNx6QlVkpKSUF1djYsXLyIxMREBAQFGQxiBO8Ma77nnHpP327k6zpZJRERERET15dLhLisrC15eXkhISICPjw+GDRuGbdu2oaSkxLDP5cuXkZWVhVGjRjmxpfXDcEdERERERPXlEsMyJ02aBL1ej6SkJDRp0gR5eXnIyMjAhx9+iFmzZiEqKgoAsHDhQvTo0QNpaWmYPXs2ysvL8fLLLyMyMhL/8z//4+RXYZuqqiqjMb4Md0REREREpJZLhLvevXtj/fr12LhxI4qKihAcHIzOnTtj06ZNGDNmjGG/Nm3a4MCBA/jLX/6CRx99FD4+PnjwwQexZMkSQwB0N4WFhUbbGO6IiIiIiEgtlwh36enpSE9Pt2rf7t2744svvrBzixxHaYIYpeUeiIiIiIiIzHHpe+4aAnm4CwkJgZ+fn5NaQ0RERERE7orhzsnk4Y5VOyIiIiIisgXDnZNxpkwiIiIiItICw52TMdwREREREZEWGO6cjOGOiIiIiIi0wHDnZAUFBZLHDHdERERERGQLhjsnY+WOiIiIiIi0wHDnZAx3RERERESkBYY7J+NSCEREREREpAWGOydj5Y6IiIiIiLTAcOdEoigy3BERERERkSYY7pyotLQUlZWVkm0Md0REREREZAuGOyeSL4MAMNwREREREZFtGO6cSD4k09vbG40aNXJSa4iIiIiIyJ35OLsBDZmfnx+GDh2K/Px85OfnQxAECILg7GYREREREZEbYrhzovbt2+Ozzz5zdjOIiIiIiMgDcFgmERERERGRB2C4IyIiIiIi8gAMd0RERERERB6A4Y6IiIiIiMgDMNwRERERERF5AIY7IiIiIiIiD8BwR0RERERE5AEY7oiIiIiIiDwAwx0REREREZEHYLgjIiIiIiLyAD7OboCziKIIACguLnb4uauqqlBWVobi4mL4+vo6/PxEnoZ9ikg77E9E2mKfcg91maAuI7irBhvuSkpKAACxsbFObgkREREREbmCkpISNGrUyNnNsJkguns8tVFtbS1+++03hISEQBAEh567uLgYsbGx+OWXX6DX6x16biJPxD5FpB32JyJtsU+5B1EUUVJSgujoaHh5ue+daw22cufl5YWYmBintkGv17OTE2mIfYpIO+xPRNpin3J97lyxq+O+sZSIiIiIiIgMGO6IiIiIiIg8AMOdE+h0OsyfPx86nc7ZTSHyCOxTRNphfyLSFvsUOVKDnVCFiIiIiIjIk7ByR0RERERE5AEY7oiIiIiIiDwAwx0REREREZEHYLhT4datW3j++ecRHR0Nf39/dOnSBVu3bjXa78SJExg0aBCCg4MRGhqKUaNG4eLFi4rHXLFiBdq0aQOdToeWLVti4cKFqKqqMtovNzcX48aNQ2RkJAIDA9G7d2/s27dP89dI5Ej26FM///wzxo8fj+joaOh0OjRv3hwjR4402o99ijyNNf3pq6++woQJE9C9e3fodDoIgoCcnByjY50/fx4zZ85E9+7dERoaivDwcNx///34+OOPFc/N/kSeSMs+BQDXrl3DtGnTkJCQgICAALRo0QLPPvssLl++bLQv+xTZTCSrpaSkiKGhoeKqVavE/fv3ixMmTBABiFu2bDHsc+bMGTEkJETs16+fuHPnTvGTTz4R27dvL0ZHR4u5ubmS4y1atEgUBEGcM2eOmJWVJb7xxhuin5+fOHHiRMl+5eXlYocOHcSYmBhx8+bN4t69e8Xhw4eLPj4+4oEDBxzy2onsQes+9f3334sRERFijx49xC1btohffvmluHXrVjE9PV2yH/sUeSJr+tOCBQvEFi1aiCNGjBCTk5NFAOKlS5eMjrVixQqxTZs24muvvSbu3btX3LVrlzh27FgRgLhw4ULJvuxP5Km07FPl5eViq1atxMjISHHlypViVlaWuGrVKrFJkyZi8+bNxeLiYsm+7FNkK4Y7K+3cuVMEIL7//vuS7SkpKWJ0dLRYXV0tiqIojh49WoyMjBRv3rxp2CcnJ0f09fUVX3jhBcO2vLw80d/fX5w0aZLkeK+99pooCIJ4+vRpw7aVK1eKAMT//ve/hm1VVVViu3btxKSkJE1fJ5GjaN2namtrxS5duohdunQRy8vLzZ6bfYo8jbX9qaamxvDcm2++afJC9MaNG2Jtba3R9qFDh4qBgYGSPsb+RJ5I6z6VmZkpAhDXrl0r2f7++++LAMRt27YZtrFPUX1wWKaVtm/fjuDgYIwePVqyPT09Hb/99huOHDmC6upqfPbZZ/jd734HvV5v2KdFixYYMGAAtm/fbtj2+eefo7y8HOnp6UbHE0URn376qeTcrVu3Ru/evQ3bfHx8MGbMGBw9ehRXrlzR+NUS2Z/WfergwYPIzs7G888/b3EtIfYp8jTW9CcA8PKy7m0/MjISgiAYbU9KSkJZWRkKCgok52Z/Ik+jdZ/y9fUFADRq1EiyPTQ0FADg7+8vOTf7FNmK4c5Kp06dQtu2beHj4yPZ3qlTJ8PzP/30E27fvm3YJt/vwoULKC8vN+wPAB07dpTs16xZM0RGRhqer9vX1DEB4PTp0/V4ZUTOoXWfOnjwIAAgJCQEqamp8Pf3R3BwMNLS0nD27Fmjc7NPkSexpj9pISsrC1FRUWjcuLHk3OxP5Gm07lP3338/unfvjgULFuDYsWO4desWTpw4gblz56Jbt24YNGiQ5NzsU2Qrhjsr5efnIzw83Gh73bb8/Hzk5+dLtsn3E0URhYWFhv11Oh2CgoIU9607lrXnJnI3Wvepuk8y09PTER0djZ07d2LVqlU4deoU+vXrh6tXr6o6N5E7ccTv9Nq1a3HgwAG8+OKL8Pb2dui5iRxN699rHx8fZGVlISEhAUlJSQgJCTFMWJSZmWmo7Nnj3NSwMNypoDRERek5rfdTuy+Ru9Cyr9TW1gIAevfujbVr12LgwIEYM2YMPv30U+Tl5WHlypU2nZvIXdjzd3r37t2YOnUqHn30Ufzxj3906LmJnEXL3+uqqio8/vjjyM7OxjvvvIODBw9i48aNuHLlClJSUnDz5k27nZsaFh/LuxAAREREKH5SUnffQXh4OCIiIgAof6JSUFAAQRAMY6sjIiJQXl6OsrIyBAYGGu3bvXt3Vecmcjf26FMAMHjwYMl+Xbp0QbNmzXDixAlV5yZyJ/b8nd6zZw9GjRqFlJQUbNmyxejCkv2JPJHWv9fvvvsudu/ejWPHjuG+++4DAPTr1w99+/ZFYmIili5divnz59vl3NSwsHJnpY4dO+LMmTOorq6WbP/+++8BAB06dEBiYiICAgIM2+T73XPPPYYbZuvutZPve+3aNeTl5aFDhw6Sc5s6Zt25idyN1n1K6f6EOqIoSm56Z58iT2NNf7LFnj17MGLECPTv3x+ffPIJ/Pz8FM/N/kSeRus+lZ2dDW9vb3Tr1k2yPSEhAREREZJ7+NinqD4Y7qw0cuRI3Lp1C5988olk+8aNGxEdHY2ePXvCx8cHw4YNw7Zt21BSUmLY5/Lly8jKysKoUaMM2x5++GH4+/tjw4YNkuNt2LABgiBgxIgRknOfPXvWMDMTAFRXV2Pz5s3o2bMnoqOjtX2xRA6gdZ8aMmQIAgMDsXv3bsnxTpw4gWvXrqFXr16Sc7NPkSexpj+ptXfvXowYMQJ9+/bFp59+anIWWvYn8kRa96no6GjU1NTg2LFjku3nz59Hfn4+YmJiJOdmnyKbOXclBveSkpIihoWFiWvWrBH3798vTpw4UQQgbt682bDPmTNnxODgYPGBBx4Qd+3aJW7btk3s0KGD2UXM586dKx44cEB88803RZ1Op7iIefv27cXY2Fhxy5YtYmZmpjhy5EguZkluT+s+tWTJEhGAOHbsWPHzzz8XN2zYIMbGxopxcXFifn6+YT/2KfJE1vSn3NxcMSMjQ8zIyBCfeeYZEYD49ttvixkZGZLf/UOHDokBAQFifHy8uH//fvHrr7+W/Lt73Un2J/JUWvapy5cvi6GhoWLz5s3Ff/7zn+L+/fvFtWvXigkJCWJQUJB49uxZw77sU1QfDHcqlJSUiH/605/Epk2bin5+fmKnTp3EDz74wGi/b775Rhw4cKAYGBgo6vV6ccSIEeKFCxcUj7ls2TLx3nvvFf38/MS4uDhx/vz5YmVlpdF+165dE5955hkxPDxc9Pf3F3v16iVmZmZq/hqJHMkefeqdd94RO3ToIPr5+YkRERHiU089Jf7yyy9G+7FPkaexpj9lZWWJABT/9e/f37Df/PnzTe4HQMzKypIcl/2JPJGWfUoURfHHH38Un376aTE+Pl7U6XRiXFyc+Pjjj4unT582Ojf7FNlKEEVRdFSVkIiIiIiIiOyD99wRERERERF5AIY7IiIiIiIiD8BwR0RERERE5AEY7oiIiIiIiDwAwx0REREREZEHYLgjIiIiIiLyAAx3REREREREHoDhjoiIiIiIyAMw3BERkVtLS0tDaGgofvnlF6PnCgoK0KxZM9x///2ora11QuuIiIgch+GOiIjc2tq1a+Hj44MJEyYYPTdt2jSUlJRg48aN8PLiWx4REXk2vtMREZFba9q0Kd5++23s3bsXq1evNmzfvn07PvjgA7z55pu455577NqGmpoaVFRU2PUcREREljDcERGR23vsscfwxBNPYObMmcjJyUF+fj7+8Ic/ICUlBZMnT8Y333yDRx55BOHh4fD390fXrl3x0UcfSY5x48YNTJkyBe3atUNwcDAaN26MBx98EIcOHZLsl5OTA0EQ8MYbb2DRokVo2bIldDodsrKyHPmSiYiIjPg4uwFERERaWLlyJb788kuMHz8eUVFRqKysxLp165CVlYWHH34YPXv2xKpVq9CoUSNs3boVjz/+OMrKyjBu3DgAd+7PA4D58+ejadOmuHXrFrZv347k5GTs27cPycnJkvMtX74c9957L5YsWQK9Xo9WrVo5+BUTERFJCaIois5uBBERkRZ2796N1NRUAMCmTZswZswYtG3bFgEBATh69Ch8fP7vM81hw4bh+PHj+PXXXxXvx6upqYEoinj44Yeh1+uxbds2AHcqdy1btkRiYiLOnDkDX19fx7w4IiIiCzgsk4iIPMaQIUPQq1cvtGrVCmPGjMGFCxdw9uxZPPXUUwCA6upqw7/U1FRcvXoV586dM3z9qlWr0K1bN/j7+8PHxwe+vr7Yt28fzpw5Y3SuRx55hMGOiIhcCsMdERF5FJ1OBz8/PwDA9evXAQAzZ86Er6+v5N+UKVMAAHl5eQCAv//975g8eTJ69uyJTz75BIcPH8axY8fw8MMP4/bt20bnadasmYNeERERkXV4zx0REXmsyMhIAMCcOXMwatQoxX1at24NANi8eTOSk5Pxz3/+U/J8SUmJ4tcJgqBhS4mIiOqP4Y6IiDxW69at0apVK5w8eRKLFy82u68gCNDpdJJt3333Hb7++mvExsbas5lERESaYLgjIiKPtnr1agwZMgSDBw/GuHHj0Lx5cxQUFODMmTM4ceIEMjIyAABpaWl49dVXMX/+fPTv3x/nzp3DK6+8gpYtW6K6utrJr4KIiMgyhjsiIvJoAwYMwNGjR/Haa6/h+eefR2FhISIiItCuXTs89thjhv3mzZuHsrIyvPvuu3jjjTfQrl07rFq1Ctu3b8eBAwec9wKIiIisxKUQiIiIiIiIPABnyyQiIiIiIvIADHdEREREREQegOGOiIiIiIjIAzDcEREREREReQCGOyIiIiIiIg/AcEdEREREROQBGO6IiIiIiIg8AMMdERERERGRB2C4IyIiIiIi8gAMd0RERERERB6A4Y6IiIiIiMgD/D9R8eYzRpyCHwAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "reg = 'BlackSea'\n", "ts_plot(variable, ds, fs, label, reg = reg)" ] }, { "cell_type": "markdown", "id": "9c5641d3-c954-411b-abee-d4825c4208ab", "metadata": { "papermill": { "duration": 0.005712, "end_time": "2025-05-14T17:23:03.234082", "exception": false, "start_time": "2025-05-14T17:23:03.228370", "status": "completed" }, "tags": [] }, "source": [ "## MedSea" ] }, { "cell_type": "code", "execution_count": 13, "id": "67297917-8d56-4a6d-9d59-a478035429a1", "metadata": { "execution": { "iopub.execute_input": "2025-05-14T17:23:03.246588Z", "iopub.status.busy": "2025-05-14T17:23:03.246382Z", "iopub.status.idle": "2025-05-14T17:23:03.429751Z", "shell.execute_reply": "2025-05-14T17:23:03.429473Z" }, "papermill": { "duration": 0.190708, "end_time": "2025-05-14T17:23:03.430514", "exception": false, "start_time": "2025-05-14T17:23:03.239806", "status": "completed" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "reg = 'MedSea'\n", "ts_plot(variable, ds, fs, label, reg = reg)" ] }, { "cell_type": "markdown", "id": "0543bf55-997b-4ac3-b22b-76c7f52ee97b", "metadata": { "papermill": { "duration": 0.005661, "end_time": "2025-05-14T17:23:03.442677", "exception": false, "start_time": "2025-05-14T17:23:03.437016", "status": "completed" }, "tags": [] }, "source": [ "## BalticSea" ] }, { "cell_type": "code", "execution_count": 14, "id": "198da03e-467e-49f3-b8a5-2a31ad3b9711", "metadata": { "execution": { "iopub.execute_input": "2025-05-14T17:23:03.454814Z", "iopub.status.busy": "2025-05-14T17:23:03.454667Z", "iopub.status.idle": "2025-05-14T17:23:03.632531Z", "shell.execute_reply": "2025-05-14T17:23:03.632241Z" }, "papermill": { "duration": 0.184895, "end_time": "2025-05-14T17:23:03.633378", "exception": false, "start_time": "2025-05-14T17:23:03.448483", "status": "completed" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "reg = 'BalticSea'\n", "ts_plot(variable, ds, fs, label, reg = reg)" ] }, { "cell_type": "markdown", "id": "44aa11d1-830c-45a8-9235-0a03ec35daa6", "metadata": { "papermill": { "duration": 0.006103, "end_time": "2025-05-14T17:23:03.646289", "exception": false, "start_time": "2025-05-14T17:23:03.640186", "status": "completed" }, "tags": [] }, "source": [ "## HudsonBay" ] }, { "cell_type": "code", "execution_count": 15, "id": "0fa02937-1b4e-4ade-a803-d2994b12545f", "metadata": { "execution": { "iopub.execute_input": "2025-05-14T17:23:03.659385Z", "iopub.status.busy": "2025-05-14T17:23:03.659229Z", "iopub.status.idle": "2025-05-14T17:23:03.844009Z", "shell.execute_reply": "2025-05-14T17:23:03.843723Z" }, "papermill": { "duration": 0.192353, "end_time": "2025-05-14T17:23:03.844861", "exception": false, "start_time": "2025-05-14T17:23:03.652508", "status": "completed" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "reg = 'HudsonBay'\n", "ts_plot(variable, ds, fs, label, reg = reg)" ] }, { "cell_type": "markdown", "id": "e29ef839-e162-4ceb-927a-d82b7a59277e", "metadata": { "papermill": { "duration": 0.007196, "end_time": "2025-05-14T17:23:03.859509", "exception": false, "start_time": "2025-05-14T17:23:03.852313", "status": "completed" }, "tags": [] }, "source": [ "## Arctic" ] }, { "cell_type": "code", "execution_count": 16, "id": "64880ae9-0688-4c3a-ab45-0e76d5284852", "metadata": { "execution": { "iopub.execute_input": "2025-05-14T17:23:03.874645Z", "iopub.status.busy": "2025-05-14T17:23:03.874451Z", "iopub.status.idle": "2025-05-14T17:23:04.055365Z", "shell.execute_reply": "2025-05-14T17:23:04.055082Z" }, "papermill": { "duration": 0.189458, "end_time": "2025-05-14T17:23:04.056185", "exception": false, "start_time": "2025-05-14T17:23:03.866727", "status": "completed" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "reg = 'Arctic'\n", "ts_plot(variable, ds, fs, label, reg = reg)" ] }, { "cell_type": "markdown", "id": "1de03483-3233-4881-86a7-06813ce0211f", "metadata": { "papermill": { "duration": 0.007195, "end_time": "2025-05-14T17:23:04.071058", "exception": false, "start_time": "2025-05-14T17:23:04.063863", "status": "completed" }, "tags": [] }, "source": [ "## PacificOcean" ] }, { "cell_type": "code", "execution_count": 17, "id": "d8be41b0-a06e-4bac-ad2f-72b3dc32a3c1", "metadata": { "execution": { "iopub.execute_input": "2025-05-14T17:23:04.092296Z", "iopub.status.busy": "2025-05-14T17:23:04.092122Z", "iopub.status.idle": "2025-05-14T17:23:04.290324Z", "shell.execute_reply": "2025-05-14T17:23:04.290040Z" }, "papermill": { "duration": 0.212989, "end_time": "2025-05-14T17:23:04.291129", "exception": false, "start_time": "2025-05-14T17:23:04.078140", "status": "completed" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "reg = 'PacificOcean'\n", "ts_plot(variable, ds, fs, label, reg = reg)" ] }, { "cell_type": "markdown", "id": "1b5bb92f-04ee-4edb-844a-dc32285a3017", "metadata": { "papermill": { "duration": 0.007716, "end_time": "2025-05-14T17:23:04.307602", "exception": false, "start_time": "2025-05-14T17:23:04.299886", "status": "completed" }, "tags": [] }, "source": [ "## AtlanticOcean " ] }, { "cell_type": "code", "execution_count": 18, "id": "c7a7a1b2-7665-4f42-aa57-3e8ccf255528", "metadata": { "execution": { "iopub.execute_input": "2025-05-14T17:23:04.323862Z", "iopub.status.busy": "2025-05-14T17:23:04.323662Z", "iopub.status.idle": "2025-05-14T17:23:04.523098Z", "shell.execute_reply": "2025-05-14T17:23:04.522784Z" }, "papermill": { "duration": 0.208837, "end_time": "2025-05-14T17:23:04.524053", "exception": false, "start_time": "2025-05-14T17:23:04.315216", "status": "completed" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "reg = 'AtlanticOcean'\n", "ts_plot(variable, ds, fs, label, reg = reg)" ] }, { "cell_type": "markdown", "id": "bfa1406b-88fb-4638-a11c-9b530c50e48b", "metadata": { "papermill": { "duration": 0.008428, "end_time": "2025-05-14T17:23:04.541471", "exception": false, "start_time": "2025-05-14T17:23:04.533043", "status": "completed" }, "tags": [] }, "source": [ "## IndianOcean" ] }, { "cell_type": "code", "execution_count": 19, "id": "674dc694-f91c-48d8-8cf9-18a9dc35dd87", "metadata": { "execution": { "iopub.execute_input": "2025-05-14T17:23:04.558356Z", "iopub.status.busy": "2025-05-14T17:23:04.558189Z", "iopub.status.idle": "2025-05-14T17:23:04.749017Z", "shell.execute_reply": "2025-05-14T17:23:04.748718Z" }, "papermill": { "duration": 0.200357, "end_time": "2025-05-14T17:23:04.749860", "exception": false, "start_time": "2025-05-14T17:23:04.549503", "status": "completed" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "reg = 'IndianOcean'\n", "ts_plot(variable, ds, fs, label, reg = reg)" ] }, { "cell_type": "markdown", "id": "36a07721-9d05-42e2-b24d-a559f814478b", "metadata": { "papermill": { "duration": 0.008943, "end_time": "2025-05-14T17:23:04.768527", "exception": false, "start_time": "2025-05-14T17:23:04.759584", "status": "completed" }, "tags": [] }, "source": [ "## SouthernOcean" ] }, { "cell_type": "code", "execution_count": 20, "id": "5f6bc7ed-e959-49ad-8916-e307249b43fc", "metadata": { "execution": { "iopub.execute_input": "2025-05-14T17:23:04.786594Z", "iopub.status.busy": "2025-05-14T17:23:04.786410Z", "iopub.status.idle": "2025-05-14T17:23:04.976921Z", "shell.execute_reply": "2025-05-14T17:23:04.976639Z" }, "papermill": { "duration": 0.200728, "end_time": "2025-05-14T17:23:04.977690", "exception": false, "start_time": "2025-05-14T17:23:04.776962", "status": "completed" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "reg = 'SouthernOcean'\n", "ts_plot(variable, ds, fs, label, reg = reg)" ] }, { "cell_type": "markdown", "id": "0b23cca5-e9a3-477a-a387-1c653c04989b", "metadata": { "papermill": { "duration": 0.009103, "end_time": "2025-05-14T17:23:04.996944", "exception": false, "start_time": "2025-05-14T17:23:04.987841", "status": "completed" }, "tags": [] }, "source": [ "## LabSea" ] }, { "cell_type": "code", "execution_count": 21, "id": "51e70d80-7a39-4989-aecc-bd5016b324fa", "metadata": { "execution": { "iopub.execute_input": "2025-05-14T17:23:05.016073Z", "iopub.status.busy": "2025-05-14T17:23:05.015893Z", "iopub.status.idle": "2025-05-14T17:23:05.184760Z", "shell.execute_reply": "2025-05-14T17:23:05.184462Z" }, "papermill": { "duration": 0.179677, "end_time": "2025-05-14T17:23:05.185584", "exception": false, "start_time": "2025-05-14T17:23:05.005907", "status": "completed" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "reg = 'LabSea'\n", "ts_plot(variable, ds, fs, label, reg = reg)" ] }, { "cell_type": "markdown", "id": "8f01e1c4-7a2b-491f-a311-1c52f299f45b", "metadata": { "papermill": { "duration": 0.010126, "end_time": "2025-05-14T17:23:05.206624", "exception": false, "start_time": "2025-05-14T17:23:05.196498", "status": "completed" }, "tags": [] }, "source": [ "## BaffinBay" ] }, { "cell_type": "code", "execution_count": 22, "id": "64bdc239-6eef-4838-93d4-340528c4cde1", "metadata": { "execution": { "iopub.execute_input": "2025-05-14T17:23:05.227812Z", "iopub.status.busy": "2025-05-14T17:23:05.227641Z", "iopub.status.idle": "2025-05-14T17:23:05.398400Z", "shell.execute_reply": "2025-05-14T17:23:05.398132Z" }, "papermill": { "duration": 0.182331, "end_time": "2025-05-14T17:23:05.399142", "exception": false, "start_time": "2025-05-14T17:23:05.216811", "status": "completed" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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My2DQEc6ePYv4+HhERUVJ2rX58+dj5MiRCAoKwptvvolixYph//79mDlzJjZt2oSjR48iLCzM4TIkJibilVdega+vL3r16oXMzEysWbMGQ4YMgZeXF95++23LuRzH4c0338TGjRtRoUIFjBw5EtnZ2ViyZAkuXrzIvL497zCQl4zo5ZdfRuXKldG/f3+kpqYiODgYH3zwAQYNGoRFixZJXFw5jsPChQvh5+eHQYMGOfxsrNEynggLC0OfPn2wdOlS7Nmzx9Jm89y/fx/bt29H/fr1Ub9+fct+e+vj66+/jtOnT6NDhw7o3r27pa4osXXrVrzxxhvIysrCa6+9hr59+yIhIQEXLlzAzJkzMXz4cMu548aNg5eXF1566SW88MILSExMxN69ezF69GicPHkSK1asUPUMHemX7WXGjBm4du0amjRpgk6dOiEjIwNHjhzBl19+if3792Pfvn0WVzU1fZXW9seeOmOL6OhoNG7cGDVq1MB7772Hx48fY9WqVejQoQNWrFiB3r17A3DtWI/vA8aMGYOgoCDFc63HR0OHDsXWrVuxePFi5u/PX5cfm4gJCwtDz549sXbtWsTHxyM8PBxA3u+0du1adO/eXTLpqMSsWbNw9OhRfPfdd2jVqhU6deoEALhy5Qo+/PBDREZG4rffftM9wcpff/2F/v37w9fXF9u2bZNYJdWgVXhqFqqcEwHAAeAmT55s+Rs9ejTXtGlTzmAwcN26deNSUlIEn0lMTOSePXsmudadO3e4EiVKcJUrV5YcGzRoEAeAi46OlhybPHkyB4Dbv3+/5Fjz5s058SPYv3+/pdy//vqr4NjPP//MAeDef/99wf6lS5dyALjatWtbvufEiRO5YcOGcSVLluQKFSrE/fTTT8zvlJOTI9nP3+frr78W7B8xYgQHgNu8ebNgf25uLhcVFcUFBgZyiYmJkuvZC//sJk+eLHsO/929vb25PXv2CI6NGzeOA8BNnz5dsJ/1e12+fJnz8fHhwsLCuEuXLknuc+/ePcv/o6OjOQDcoEGDOI7juLi4OMs7Jb6X9fcIDg7mLl68KDjWt29fDgD3559/CvY3b96cMxgM3OrVqwX7ExISuNq1a3P+/v7c48ePOY7Le2cNBgNXv3595u8ZGxtr+X+PHj04ANy5c+ck57HeexZ//PEHB4Br0KABl5qaatmfmprK1atXjwPA/f7774LPKNUROZTqjvU1y5Qpw929e9ey32Qyca+++ioHgDt+/Lhgf4UKFTh/f3/u8OHDgms9fPiQK1myJFeiRAkuIyPDZtnq1q3L+fr6ck+fPpUcEz/HsmXLcmXLltX0Hfk2YMCAAZzJZJJ8jm8nWHXj6dOnXHJysmT/mTNnuMDAQK59+/aC/Vre/X///ZczGo1cpUqVuEePHgnO27t3L+fl5cV169aN+V2tMZlMnK+vLweAu379us3zIyMjOQCC342vO++//z6Xm5srOD85OZlLSEiwbPPvyqxZswTnZWRkcO3bt+cMBgN39uxZy/7MzEzu/v37knLEx8dzVatW5cLCwrj09HTBsbJly3IAuA4dOgiOPX36lAsNDeVCQkK47Oxsm9/VurzdunWztOnjx4/n+vbtywUFBXFly5bljhw5IvhMdHQ0ZzQauZCQEO7ff/8VHHvvvfc4ANyQIUMkZbb33Xz33XcF7c3ly5c5b29vrkqVKoLz+fbi5ZdfFtStuLg4rnz58hwArnnz5oLPaH2H+TYZADd+/HjJ5zIzM7miRYtyERERkvq0d+9eDgD31ltvMZ+DGL7P4dt/JbSOJ06fPs0B4F5//XXJZyZOnMgB4BYuXGjZZ0995McdNWvWVN3mc1xeuxYSEsIZjUbu4MGDkuPW7QTHcdzNmzcl5+Tm5nL9+vXjAHDHjh0THHO0X1ZqEzmO/a7zv+XSpUsF+2/dusWZzWbJNcaPH88B4FauXCnYr7avUtv+2FNn5LCuG2PGjBEcO3XqFOfj48MVLlyYS0pKsuzXa6yn9JtY9wE3btxQ9V14cnJyuJIlS3IGg0EypsjMzOTCw8M5o9HIPXnyRHCM/x12797N7du3jwPAzZkzx3L8hx9+sBzny96vXz/BNeR+6xs3bnDBwcFc0aJFuQcPHnDp6elc9erVOS8vL27v3r2y34WlA5Tg+5mxY8dyXl5eXPHixbnTp08rfoa/h7jMT5484UqUKMEB4JYtW2b3+Uq4ROSx/qpVq8YtX75c0/VGjhzJARAMKDnOOSKvadOmkvOzs7M5Hx8frn79+oL9fEMl99enTx/u8uXLqr+n2WzmQkJCuJYtWwr2X758mQPAdenSRbB/27ZtHADunXfeUX0PNWgRef3795ccu337NrPDZP1e/G87e/Zsm+WyFnl37tzhqlSpwhmNRomwEX+PL774QnKMb2g++eQTy77z589zALg33niDeb0NGzZwALh58+ZxHJc3oAXANWnShNkxWdOzZ08OgGQQqIXWrVtbGkIxu3bt4gBI3h1nirzFixdLji1ZsoQDwP3www+WffxzGzt2LPN633//PQeA27Jli82y1atXjwsMDOTi4+NtnmvvQFpORHKc7QGNHJ07d+b8/PwEYkPLu//RRx9xALitW7cyj3fv3p3z8vISDBhYPH361NI+qRHVjRo14gBwq1atsnzey8uLi4yM5NLS0hQ/Gxsby3l7e3MNGzZkHufrm3gAJMesWbM4AJKBLt/5sga3AwcO5ABw//zzj6p78O826y8gIIAbO3as5N2bNm0aB4D7/PPPJdeLi4vjChUqxPn7+3OZmZmCMtvzbgYGBjJFWLNmzTgAgmNt2rThAHD79u2TnM+332oHrBzHfof5NrlEiRKC72fN2LFjOQDc2rVrBfvffPNNDgB36NAhVffXIvKUkBtPNGzYUDJA5Qe1wcHBgok1e+ojP+5Yv369pvLy7/2HH36o6XNieCE7depUwX5H+2U9RZ4csbGxHADu7bffFuxX6qvsaX/0rDN83QgNDWXWWf65WxsV9Brr2ZqM1NIHiPniiy84ANzEiRMF+1esWCE7UWIt8sxmM1exYkWuVq1aluN16tThypUrx5nNZs0ij+M4buXKlRwArlmzZtzbb7/NLJ8Ye0Ue/6em3eLvMWjQIG7y5MncpEmTuHfffZcLCwvjAHCNGjUStKdaz1fCJe6anJV5MS0tDZcvX8a4ceMwYMAAXL16VeK+ceTIEcyZMwfHjh1DTEwMsrOzBccfPnyoe9IUMQ0aNJDsMxqNKFGiBBISEpifGTRokCCJzNOnT7Fnzx6MGjUKW7duxYEDBwQumyaTCQsWLMCff/6JK1euICkpSRBP9fDhQ8H1q1WrhubNm2Pbtm148OABSpUqBSAvHgqA21w1AfbzKl26NADIPi9rjh8/DgDo0KGD6nv++++/aNy4MdLS0rB9+3a0bt1alzIeO3YMQJ7rAMt9ko+t5AORg4OD0aVLF2zevBl169bF66+/jqZNm+Kll16SuMH169cP69atw0svvYQ+ffqgZcuWaNKkieW3VMO5c+fg5eVliQuzpmXLlvD29sbZs2dVX89RtD7XO3fuMJ/rjRs3AOQ9V97dQo5+/frhk08+QfXq1dGnTx80a9YMr7zyiiq3YLVERUWhePHidn1269at+Pnnn3H69GnExsZKsoTFxsZakg9peff5Z3jgwAGcPHlScjwmJgZmsxk3btwQuJSJsW6T1biw8Ofw/546dQpmsxnNmjVTdPXkz+VjgFi/u8lkAvC/+sRz+fJlfPPNNzh06BAeP34sSRstbh+BPBfkChUqSPZraYusWbp0qSVWKjc3Fw8ePMCyZcswZcoUbNq0CadPn0ahQoUA5NVLAMwYlPDwcNSrVw+HDh3C1atXHc4o/eKLL1pc+a3hv2diYqLl+NmzZ+Hl5YWmTZtKzldKBKblHeapXbu2wK3Lmvfffx+zZs3CggULLHElMTEx2LBhA6pVq4ZXX31V/gs7gNbxxAcffIC3334bS5Yswfjx4wEAmzdvxqNHjzB8+HCBW5sj9fGll17S9D209pFxcXH45ptvsG3bNty+fRtpaWmC46z64+g99SItLQ1z5szB+vXrcf36daSkpAjaLDVl57Gn/bG3zihRr149Zp1t0aIFli1bhnPnzlnclV0x1rN+nvYwZMgQ/Pe//8XSpUsxefJki1sp76rJcqe3xmAw4J133sGECRMs8fjnz5/HtGnT7Har7NOnD/bu3YvFixfj0KFDePXVVwXZ/fWkffv22LlzJ9555x3s27fP0vYqsWzZMsv/g4KCLDk4Pv74YxiNRofPZ+HymLygoCA0atQI69atQ6lSpTBz5ky8//77lge0fv169OrVC/7+/mjbti0qVKiAoKAgSwD3wYMHHQp8VUtoaChzv4+Pj+qg5RIlSqBfv37IyMjA0KFDMX78eOzcudNyvHfv3li/fj3Kly+Pbt26WRJIAMD333/P/J7Dhw/HwYMH8csvv2Dy5Ml49OgRtmzZgjp16kjiG10J63nxPvNqnheflEDLsgrXr19HfHw86tatqzig1VpGfk2X3bt3S5KmWJOammr5/6pVqzBjxgysWLECkyZNAgD4+/vjzTffxKxZsyzio2fPntiyZQu+/fZb/PLLL/j5558B5Aml6dOn2xSqQF6cZ3h4OLOS+/j4WOLTXIXW5/rXX38pXs/6ucrx8ccfo2jRopg/fz7mzJmD7777DgaDAS1btsQ333wjiX+1B3szSc6dOxejRo1CWFgY2rZtizJlyiAwMBAGg8ESG2ldt7W8+/wz/OabbxTPs/UMixQpAl9fX2RnZ+P+/fuoWLGi4vl8ciJ+UG9PmU+dOqWYXMe6zMePH0erVq2Qk5OD1q1bo2vXrggJCYGXlxfOnz+PjRs3MttHpXYbUNcWyeHt7Y2yZcti0qRJuH79Ov744w/88MMPFiGQlJQEQP694Z8df54jaPmeSu2FXFm1vsO2rgcA5cuXtwyMoqOjUa5cOSxduhTZ2dlOm6C0ZzzRu3dvfPLJJ1i8eDHGjRsHg8FgGVy///77gnMdqY9a2xctdS4xMRENGzZEdHQ0GjVqhIEDByI8PBw+Pj5ITEzEnDlzVI2j7OmXHcVkMqFVq1Y4efIkatSogd69e6NYsWKW93fq1KmaxoD2tD/21BlbyMVc8tcTtwvOHutZ9wEPHz5kTo4pUbZsWbRt2xY7d+7Ejh070KlTJ9y6dQsHDhxAVFSUqvi0wYMHY9KkSZZMnN7e3oJ4Ynvo1auX5XojR4502rJlP/30E7755hv89NNPePXVV7Fv3z6UL19e8TN8ckK1aD2fhdsSrxQuXBiVK1fG2bNncfbsWYvImzhxInx9fXH69GlJcpP33ntPksghP8DP2FnP9J0+fRrr169H69atsX37dkFjYjabMXPmTOa1evbsiYiICCxevBhffPEFFi9ejNzcXEnnk9/gk4A8fPgQVapUUfWZLl26oHLlypgwYQJatWqF3bt3awrWlYMfQM2ZMwcffvihqs8EBARgypQpmDJlCu7fv49Dhw7h119/xW+//YY7d+4I3ttOnTqhU6dOSEtLw4kTJ7Blyxb89NNP6NSpk6qkPqGhoYiPj4fJZJJ0Qjk5OYiNjUVISIjGb+18+Oe6ceNGdO3a1eHrDRw4EAMHDkRiYiKOHj2K9evXY8mSJWjXrh2uXr1qEdZeXl6S2XseuQyggDoLl5icnBxMnjwZEREROHv2rMTSwc/8W6Pl3eefYVJSkkO/sY+PD1566SUcPnwYe/bsURR5165dw8OHD+Hn52eZTLEusy34Mo8ePVpxXSVrvvrqK2RkZDA7ua+//pqZWtuVvPTSS/jjjz8EbTr/PZ88ecJcU/Dx48eC8wD7300tKLUXT548kZxvzzvMY6vOfPDBB9ixY4clAcuiRYsQEBCgKhW4PdgznggICMDgwYMxe/Zs7N69Gy+++CJ27dqFl19+GbVq1RKc60h91Nq+WNc5W5kVFy9ejOjoaEyePFlivTp27BjmzJmj+Z622iY+0RlrbTMg7xnJTU5Ys3HjRpw8eVLiGQXk1SGtyZPsaX+01hk1iLMNi68nfjbOHuv5+Pjg5ZdfxqFDh7B3717NIg/Is9bt3LkTixcvRqdOnbB48WJwHId3331XkviORWRkJDp06GBJFNe+fXuHJhRiY2Px7rvvWrxLRo8ejZYtW+rq4cNjMBgwf/58BAQEYPbs2WjWrBn27t2LypUr634vR3DbEgrA/1xnrF0Ub968iWrVqkkaZLPZjL///tul5dMLue8J5C22K25ETp48KUkTzGM0GjFkyBA8ePAAW7ZsweLFi1GoUCHJQu/5jZdffhkABJZONYwfPx6zZ8/GuXPn0LJlS10sWHxZDh8+bNfnS5cujX79+mHnzp2oVKkSDh06JFkSA8izardq1QqzZ8/GhAkTkJWVhe3bt9u8ft26dWE2m3Ho0CHJsUOHDiE3N1cXSxY/A+aI9cMaR5+rHIULF0bHjh2xaNEiDB48GHFxcYJ7hIWF4enTpxa3HGtOnz6ta1liY2ORmJiIJk2aSAbHqampTDdaLe++ns9wyJAhAIBvv/1Wtr0BgGnTpgEABgwYYMms2ahRI3h5eeHw4cNIT09XvI/1uWq5efMmwsPDmbOYnjDRx2rT69atCwCSJQ+APMF2/vx5+Pv7C/o2V7yb9erVk+0/WWW15x1WS6dOnVC2bFksWbIE27dvx61bt/Dmm2/qknGUhb3jieHDh1sseIsWLYLZbGZaG53VprHQ0k7w44vXX39dckxL/dFyT/43vH//PrM8aict7Cm7Ul9lT/ujtc6o4ezZs8wlV/jr8e0HjyvGerxL5axZs2y24yzradeuXREREYEtW7ZYXNm9vb3xzjvvqC7DkCFDkJycjOTkZEufZA8cx2Hw4MF4+PAh5s6dizlz5uDRo0cYPHiwU5ZO4Pn222/x+eef4+HDh2jevDn++ecfp93LHtwm8jZs2IDo6GgYjUY0adLEsj8qKgo3btwQzBBzHIepU6fiypUr7iiqQ+Tm5lpmzawHLHyaX3GDERMTYzP9+3vvvQdvb28MHz4c9+/fR79+/Zi+3gAU1zbzJIYPHw4fHx98+eWXktgcALJr2QF5szU//vgjLl26hBYtWlhmzO2lQYMGePXVV7Fu3TosWbKEec4///xjEZTPnj1jrlmSlpaGlJQUeHt7W9yo9u7dyxxQ87N8ahZW5hvQ8ePHCxrm9PR0jBs3DkDegqWOwltFWZ22PXTr1g0VKlTAjz/+iG3btjHPOXbsmM3OBgB27NjBnDHmfxPr5/jSSy8hJyfHslYgz6+//qp53UtbFC9eHIGBgTh9+rTA/cdkMmHUqFGIjY2VfEbLuz9y5EgYjUaMHj0a169fl5ybnZ2tejDTr18/tGzZEjdv3kSvXr0k8Wq5ubmYNGkSVqxYgcjISIvYA4BixYqhT58+ePToET777DNJJ5qammpxPypevDj69euH06dPY9q0aczf7datW4iOjrZsR0VFIT4+XpKu/JdfftE8EaQ3CQkJlnfJuk3v378/jEYjfvjhB8tAlWfixIlITk5G//79BTFrrng3efenzz//XBDXGB8fL0gbz2PPO6wWLy8vvPfee3j69KllQOdMLxR7xxMVK1ZE27ZtsWnTJixcuBCFCxe2pLi3Rs/6aItBgwYhJCQE8+fPZ74b1u0EP77Yv3+/4Jxz587h66+/Vn1PLW1TlSpVEBISgo0bNwomWzMyMlR7xCiV/fbt2/jss8+Yn1Hqq+xpf7TWGTUkJSVJ1r47ffo0/vjjD4SGhqJHjx6Sz2gZ69lD37590b59e9y4cQPdunVjjp2ys7Px448/Mteg8/HxweDBg5GTk4O33noLjx8/RqdOnZjr7cnRqVMnbNiwAevXr0eXLl3s/i6zZ8/G1q1b0adPH7z77rsYMmQI+vTpg23btum+/qaYr776Cv/5z3/w9OlTtGzZ0qU5EWzhEndNa3eBtLQ0XLlyxWKx+O9//yvwVR49ejTef/991KtXD6+//jqMRiOOHDmCK1euWJJbeCrnz58XfNeYmBjs27cP//77L4oWLSpwwWzYsCFeeeUVrFu3Dk2aNEHTpk3x9OlTbN++HZUrV1asJKVKlULnzp0tLkty8Qz8wMtZPsl6Uq1aNcyfPx/vv/8+6tSpY1mPJzY2FqdOnUJoaKik0bfmgw8+gJ+fH4YNG4bmzZtj7969qgJh5VixYgVatWqFd999F3PnzsVLL72EwoUL48GDB7h48SIuXbqEY8eOoXjx4nj48CFefvllVK1aFfXq1UPp0qWRnJyMLVu24MmTJxg5cqTFleeTTz7BnTt30KJFC0RFRcHX1xdnzpzBvn37UKZMGfTp08dm2d566y1s3LgRq1evRvXq1dG9e3dLrEx0dDTefPNN9OvXz+7vztOyZUt4eXlh/Pjx+OeffywztaxFsdVgNBqxbt06tG/fHp06dUKTJk1Qp04dBAYG4v79+zh16hRu376Nx48f20zm0adPH/j7+6Np06aIiooCx3E4fPgwTp06hXr16gniAT788EMsXboUw4cPt7wXFy5cwNGjR9G5c2ds2bLFru/DwsvLCx9++CGmT5+OmjVrolu3bsjOzsb+/fsRHx+Pli1bSt5jLe9+lSpVsGTJErzzzjuoXr06XnvtNbz44oswmUy4d+8eDh8+jGLFijEHZGK8vb2xdu1a9OrVC9u2bUP58uUtlpb4+HhL7FRUVBQ2b94siUWZN28eLl26hHnz5mHv3r1o164dfH19ER0djZ07d2LTpk0WETRv3jzcuHEDkyZNwvLly9G0aVOUKFECjx49wtWrV3Hq1CmsXLkS5cqVA5C39tXOnTvRtGlTvPnmmwgNDcXp06fx999/o1evXlizZo0Ov5ZtNmzYYFnAm0+8snnzZsTFxaFhw4YCgRIVFYXvv/8eI0aMQL169Szr5B08eBDHjh1DlSpVMGPGDMH1XfFu9u3bF6tWrcKmTZtQo0YNdOvWDSaTCWvWrEHDhg1x69Ytwfn2vMNaePfddzFlyhQ8fvwYtWrVsliLtPL333/LLiBer149fPjhhw6NJ4YPH45du3YhNjYWH374ocWKbY2e9dEWRYsWxYoVK9CrVy80a9YMHTt2RM2aNZGUlISLFy/iwYMHFqEycOBAfPPNNxg9ejQOHDiASpUq4caNG9iyZQt69uyJVatWqbqnlrbJaDTi448/xpQpU1C3bl306NEDOTk52L17N0qWLKl64N+lSxdUrFgR3333HS5duoS6devi3r172LJlCzp16oR79+5JPmOrr9La/mitM2po1qwZFi9ejBMnTuCVV16xrJNnNpuxYMECpruv2rGevXh5eeGvv/7CgAEDsHHjRpQvXx6tW7dG1apV4e3tjbt372Lv3r149uwZxowZw7zG0KFDMWPGDMtkhq2EK2K8vb3RrVs3h77HqVOnMH78eFSoUMESPwvkJao5deoUJkyYgGbNmjk1b8WECRMQGBiI0aNHo1WrVti+fTsaN27stPupRnXeUDsAI/20t7c3FxERwXXt2pXbtWsX83NLly7lateuzQUGBnJFihThunfvzl28eFE2daozllCwJw2w+M/f35+rUqUKN2rUKO7hw4eSa8XFxXHDhw/nypYty/n5+XHly5fnxo8fz6WlpSmm1uY4jtu4caMllaocfGpgcQpatWhZQkEuBTIYqYaVfq+jR49yPXv25IoVK8YZjUYuMjKSa9++PffXX39ZzhGvk2fN8uXLOW9vby4qKoq7ffu24Huw3gGlayUnJ3P/+c9/uHr16nFBQUGcv78/FxUVxXXs2JFbsGCBJZV2QkICN3XqVK5ly5ZcyZIlOV9fXy4iIoJr3rw5t2LFCsGyCqtWreL69OnDVaxYkQsKCuKCg4O56tWrcxMmTOBiYmKYz5BFbm4u9+OPP3L169fnAgICuICAAK5evXrcvHnzJGuWcZx9SyhwXN7z5NcF5N9rNde0lbr5s88+46pXr84FBARwQUFBXMWKFbnXX3+dW758OXNdOjE//fQT1717d65cuXJcQEAAFxYWxtWpU4ebMWMGM031kSNHuGbNmnEBAQFccHAw17FjR+7ChQuKaeqVUmTbWn/o22+/5apWrcr5+/tzJUqU4Pr378/duXPH4Xef5+LFi9ygQYO4MmXKcL6+vlxYWBhXvXp1btiwYYprArEwm83cqlWruM6dO3MRERGc0WjkwsLCuCZNmnCzZs1SXCIhNTWV++qrr7iaNWtyAQEBXKFChbiqVatyo0aNkiw/kZWVxf3www9c48aNuZCQEM7X15crXbo016pVK+67774TrCfJcRy3efNm7qWXXuIKFSrEhYaGcm3btuUOHjwo2+bYsxyBHHJLKAQHB3MNGzbkZs6cKZt2fOfOnVzbtm25woULc76+vlyFChW4sWPHCtYNtEbPd1Pu/crKyuKmTp3KlStXjvP19eXKli3LTZgwgcvMzGReT+s7rNSOsuDXC50/f76q862xtWQRAMHadFrHEzw5OTlc0aJFOQA2l0DSUh+1pmwXc+nSJW7AgAFcyZIlOaPRyBUvXpxr1qwZt2DBAsF5ly9f5rp06cIVK1aMCwwM5OrVq8ctWrRI9rfSo20ym83cjBkzuPLly3NGo5ErXbo0N3bsWNkxjVxdvnfvHvfWW29xJUuW5Pz9/blq1apxM2bM4Ewmk+z7r9RXcZz29kdrnZHD+nlfvXqV69q1K1e4cGEuICCAa9KkCbdjxw7Fz6sZ68mhZamfnTt3cn379uWioqI4f39/zs/PjytXrhzXt29fbvv27Yqf5ZecKFWqFHOtYB7rJRTUlt3WEgqJiYmW3+jUqVOS65w6dYrz9fXlypUrx1xb0N4lFOTGUj///DNnMBi4QoUKcQcOHBDcQ23/o/V8JQwc50RnVcJpTJo0CdOmTcMvv/wi6/88d+5cfPTRR/jnn3+YiQAIgiAIwpWYzWZUqFABz549w6NHjzwySRSQ58JXqVIlNG3alBn/TBCuQM1YT44DBw6gZcuWzAQ8RB4tWrTAwYMHnRq3507cmniFsI/k5GT8/PPPKFKkCPr27St73sGDB9G1a1cSeARBEIRHsHr1aty5cwcDBw70WIEH5C2LwHEcRo4c6e6iEM8pasd6tpg6dSoMBoPqzOUFndjYWEu+Ck9I5OVM3LaEAqGdzZs34/Tp09iyZQuePXuG7777jhknwLN27VoXlo4gCIIg2Hz11VeIj4/HL7/8gkKFClnWF/Qk7t69i+XLl+PGjRtYvnw56tati169erm7WMRzhtaxnhxRUVGCxcCLFi2qZzHzLYGBgU5bJN3TIHfNfMTgwYOxbNkyREREYMiQIZg6daqqtUgIgiAIwp0YDAYYjUZUr14d3377LVq1auXuIkng3duCgoLw6quv4qeffrJkeyQIV0FjPUIvSOQRBEEQBEEQBEEUIGhqgCAIgiAIgiAIogBBIo8gCIIgCIIgCKIA8dwmXjGbzXj06BGCg4NhMBjcXRyCIAiCIAiCINwEx3FISUlByZIlC0QcpMeKvMWLF2Po0KEICgpCamqq4NjZs2fx6aef4vjx4/Dx8UGrVq0wa9YslC9fXvX1Hz16hNKlS+tdbIIgCIIgCIIg8in3799HqVKl3F0Mh/HIxCsPHz5E9erVERQUhKSkJIHIu3btGho1aoQ6depg3LhxyMzMxKRJk5CQkIDz58+jWLFiqu6RlJSEwoUL4/79+y5fq8dkMmHXrl1o164djEajS+9NEAURqlMEoR9UnwhCX6hO5Q+Sk5NRunRpJCYmIjQ01N3FcRiPtOS9//77aNasGcLDw7FmzRrBsUmTJsHPzw9btmyxiLP69eujUqVKmDVrFmbMmKHqHryLZkhIiFtEXmBgIEJCQqiyE4QOUJ0iCP2g+kQQ+kJ1Kn9RUMK4PM7h9Pfff8fBgwcxf/58ybGcnBxs2bIFr7/+ukCYlS1bFi1btsT69etdWVSCIAiCIAiCIAiPw6MseTExMfjoo48wffp0pi/srVu3kJGRgVq1akmO1apVC7t370ZmZib8/f0lx7OyspCVlWXZTk5OBpA3u2IymXT8Frbh7+fq+xJEQYXqFEHoB9UngtAXqlP5g4L2+3iUyPvggw9QuXJlDB8+nHk8Li4OABAeHi45Fh4eDo7jkJCQgMjISMnxr7/+GlOnTpXs37VrFwIDAx0suX3s3r3bLfcliIIK1SmC0A+qTwShL1SnPJv09HR3F0FXPEbkrV27Fps3b8a5c+ds+sIqHZc7Nn78eHz88ceWbT64sl27dm6Jydu9ezfatm1LvtkEoQNUpwhCP6g+EYS+UJ3KH/BefgUFjxB5qampGDFiBP7v//4PJUuWRGJiIgAgOzsbAJCYmAij0YgiRYoA+J9Fz5r4+HgYDAYULlyYeQ8/Pz/4+flJ9huNRrdVOHfemyAKIlSnCEI/qD4RhL4o1anc3NwC5y7oKRiNRnh7e6s6ryDhESIvNjYWT58+xbfffotvv/1WcjwsLAzdunXDmjVrEBAQgH/++Udyzj///IOKFSsy4/EIgiAIgiAIwtPgOA5PnjyxGDgI51C4cGFEREQUmMyZavAIkRcREYH9+/dL9k+fPh0HDx7E9u3bUbRoUfj4+KBLly5Yt24dZs6cieDgYADAvXv3sH//fowePdrVRScIgiAIgiAIu+AFXvHixREYGPhciRBXwHEc0tPTERMTAwDMvB0FFY8Qef7+/mjRooVk/6+//gpvb2/BsalTp6Jhw4bo3LmzYDH0okWL4pNPPnFdoQmCIAiCIAjCTnJzcy0Cjw9JIvQnICAAQF4W/+LFi6ty3SwIeNw6ebaoUqUKDhw4AKPRiF69emHw4MGoWLEiDh06hGLFirm7eARBEARBEARhEz4GT88s7xzHITU1FampqeA4Trfr5nf4Z/w8xT16hCVPjl9//RW//vqrZH/9+vWxZ88e1xeIIAiCIAiCIHRETxfNBw8e4OnTpwCAYsWKoWzZsrpdOz/zPLrB5jtLHkEQBEEQBEEQQsxmsyX2DACePXuGzMxMN5aIcCck8giCIAiCIAgin5OTkyNx0UxISHBTaQh3QyKPIAiCIAiCIPI5ZrNZsi8lJcUNJckjNTUVH330EUqWLAl/f3/UqVMHf/75p+Q8k8mE2bNno2bNmggICEDhwoXRpEkTHD161HJOWloa+vTpg8qVKyM4OBhBQUGoXr06vvrqK6Slpbnya+UbPDomjyAIgiAIgiAI27BEXmpqKsxmM7y8XG/X6dmzJ06dOoXp06fjxRdfxIoVK9C3b1+YzWa89dZbAPIyjPbo0QN///03Pv30UzRp0gRpaWk4c+aMQLyZTCZwHIePP/4Y5cqVg5eXFw4dOoQvv/wSBw4coFwdDEjkEQRBEARBEEQ+hyXyzGYzUlNTERIS4tKybNu2Dbt377YIOwBo2bIl7t69i7Fjx6J3797w9vbGDz/8gO3bt+PIkSN4+eWXLZ/v1KmT4HqFCxfGqlWrBPvatGmDrKwszJw5E7dv30b58uWd/8XyESTyCIIgCIIgCMLNmM1mxMXF2f35lJQUZgxedHQ0SpYs6UjRUKRIEU3WwPXr16NQoUJ44403BPvffvttvPXWWzhx4gSaNGmCOXPmoFmzZgKBpwV++TQfH5I0YuiJEARBEARBEISbiYuLQ/Hixd1dDCYxMTGa1qO+dOkSqlatKhFftWrVshwvXbo07ty5gy5dumDChAn45ZdfEBcXh8qVK+PTTz/FoEGDJNflOA65ublIT0/H0aNH8e2336Jv374oU6aMY1+wAEIijyAIgiAIgiAI3YiLi2O6T4aHh1uOP3z4EACwbNkylCpVCvPmzUNoaCgWLVqEwYMHIzs7G0OHDhV8ftWqVRb3TyDPMrhw4UInfpP8C4k8giAIgiAIgiB0RWkBcoPBYIkhzMzMxLZt2ywLt7dt2xYNGjTAl19+KRF57du3x6lTp5CSkoJjx45hxowZiIuLw/r1692SXMaToadBEARBEARBEIRuFClShBlfGB8fDyDPolekSBEAQJUqVSwCD8gTgO3bt8eDBw8Ei7sDQFhYGBo0aICWLVtiwoQJWLhwITZt2oSNGzc68dvkT8iSRxAEQRAEQRBupkiRIhJRo4WnT5/i8ePHzGPe3t6oUaOGonXNVtm0ULNmTaxcuRI5OTmCuLx//vkHAFCjRg1UqFABgYGBzM/zi7rbss41atQIAHD9+nVN5XseIJFHEARBEARBEG7Gy8tLU3ITMSaTCZmZmbLHAwICEBwcbPf1tdCjRw8sWrQIa9euRe/evS37ly1bhpIlS+Kll16Ct7c3unXrhjVr1uDOnTuIiooCkCfwduzYgQoVKqBo0aKK99m/fz8AoGLFik77LvkVEnkEQRAEQRAEkc9hrZNnTXJysstEXocOHdC2bVsMHz4cycnJqFixIlauXIkdO3bg999/h7e3NwBg2rRp2L59O1577TVMmTIFISEhWLx4MS5cuIDVq1dbrrdgwQIcPnwY7dq1Q+nSpZGWlobDhw/jhx9+QJMmTdCtWzeXfK/8BIk8giAIgiAIgsjn2BJ5SlY+Z7Bu3Tp8/vnnmDRpEuLj41GlShWsXLkSffr0sZxToUIFHD58GOPGjcOwYcNgMplQp04dbNq0CZ07d7acV7NmTWzZsgXjx49HbGwsfHx8UKlSJUyYMAEff/wxrZPHgJ4IQRAEQRAEQeRz+Dg2OWyJQL0pVKgQ5syZgzlz5iieV6NGDWzZskXxnCZNmmDz5s16Fq/AQ9k1CYIgCIIgCCKfk5ubK9gWJ1lxtcgj3AuJPIIgCIIgCILI54hFnNFoVDxOFGxI5BEEQRAEQRBEPkcs4vjkJnLHiYINiTyCIAiCIAiCyOeIRZw4GQmJvOcLSrxCEARBEARBEPkcT3PXzMnJwd27d5GWlobChQujVKlSNhc3J/SDnjRBEARBEARBuAlbWTHV4mmWvGfPniEhIQHZ2dmIiYlBUlKSS+9vjV7POD9BIo8gCIIgCIIgXAxvaUtPT9flep4m8tLS0gTben1Pe+DvLbZuFmTIXZMgCIIgCIIgXIy3tzcKFy6MmJgYAEBgYKBk2QMtiEWc2HrFcRzS09Nd5jJpMpkE29nZ2S5fkJ3/zjExMShcuLAkGU1BhkQeQRAEQRAEQbiBiIgIALAIPUd4+vSpRNjFxsYKtqOjo10m8h4/fozs7GzLdlZWlstFHk/hwoUtz/p5gUQeQRCEDeLj47Fr1y7UqlUL1apVc3dxCIIgiAKCwWBAZGQkihcvLrF8aYHjOHTu3FmwIPqvv/6K999/X3DeoUOHULx4cbvvo4URI0bg9u3blu033ngD06ZNc8m9rTEajc+VBY+HRB5BEIQCsbGxqFq1KmJjY2E0GrF161a0bdvW3cUiCIIgChDe3t4OCZHs7GyBoAKAIkWK4O7du4J9JpMJ/v7+dt9HC9evX8fDhw8t20+ePHHZvQlKvEIQBKHI5MmTLe4uJpMJS5YscXOJCIIgCEIIK6lJWFiYJMZPnAzFmaSmpgq23eWq+bxCIo8gCEKB+fPnC7b//PNPN5WEIAiCINiwRF5gYCACAwNtnucMOI5DSkqKYB+JPNdCIo8gCEIGV6ebJgiCIAh7kBN5QUFBNs9zBhkZGZI+lESeayGRRxAEIcPly5cl+0qUKOGGkhAEQRCEPGLxZjAY4OfnJ7HkucpdU2zFA/KyaxKug0QeQRCEDH///bdkX1hYmBtKQhAEQRDyZGRkCLb5Nffc5a7JEnlkyXMtJPIIgiBkYIk86qQIgiAIT0Ms3nhx5y53TRJ57odEHkEQhAwskSeeLSUIgiAIdyMn8jzJXZNEnmshkUcQBMHg/v37uHfvnmQ/iTyCIAjC01Ar8txpyaOYPNdCIo8gCILBkSNHmPtpJpIgCILwNMhdkxBDIo8gCIIBy1UTALKzs5Gbm+vi0hAEQRCEPGLxFhAQAIDcNZ9nSOQRBEEwkBN5AHVUBEEQhGeRH9w1qe90LSTyCIIgRCQlJeHixYuyx6mjIgiCIDyJ/OCumZ2dDY7jXHJ/gkQeQRCEhGPHjil2RJR8hSAIgvAk8kN2TYCSr7gSEnkEQRAi5JKu8JDIIwiCIDwJ1mLo1v/yuNOSB5AnjCshkUcQBCFCKR4PoE6KIAiC8Czyg7smQP2nKyGRRxAEYQXHcTh58qTiOWTJIwiCIDwJctckxJDIKyDs378f7733Hn744QdK704QDpCdnW1zppNEHkEQBOFJ5IfsmgBZ8lyJj7sLQDjO4cOH0a5dO+Tk5AAAcnJyMHr0aDeXiiDyJ6xZToPBIEjEQp0UQRAE4UnIrZNH7prPL2TJy+fk5uaiWbNmFoEHAJs2bXJjiQgif8PqAMPDwwXbZMkjCIIgPIn84q5JIs91kMjL5yxatEiy78CBA64vCEEUEFgir0iRIoJtEnkEQRCEJ5Ff3DUpJs91aBJ5mZmZWLhwIa5eveqs8hAaSEhIwBdffCHZX7p0aTeUhiAKBuIO0NvbGyEhIYJ9NBNJEARBeBJasmu6YkFysuS5H00iz9/fHx9++CFiYmKcVR5CA5MnT0ZcXJxkv6tM8QRREBHXn6CgIEtsAw9Z8giCIAhPQu06ebm5ucjOznZqWcxms+xYlESe69Dsrlm+fHk8efJE10KcP38enTp1QpkyZRAQEIDw8HA0btwYv//+u+A8juOwaNEi1K9fHyEhIShSpAiaN2+OrVu36lqe/MDly5cxf/585rHk5GSXzNIQREGENRtKIo8gCILwZNS6a7LO1ZvU1FTZYyTyXIdmkTdq1ChMnz4dycnJuhUiMTERpUuXxn//+19s27YNv/32G6KiojBgwAB89dVXlvMmT56MYcOGoVGjRli7di1+/fVX+Pn5oXPnzli3bp1u5ckPTJw4UXaphJycHKpEBGEnJPIIgiCI/IZad03WuXoj56oJkMhzJZqXULh8+TJiY2MRFRWFVq1aITIyEgaDwXLcYDBgzpw5mq7ZokULtGjRQrCvc+fOiI6OxsKFCy1xZ0uWLEHTpk3x008/Wc5r27YtIiIisGzZMvTs2VPr18m37N69W/F4UlKSZGBKEIRtWB2lv7+/YB91UgRBEISnwHGcJkues8N6lEQeJV5xHZpF3rx58yz/Z1nP7BF5chQtWlQQ/2c0GhEaGio4x9/f3/L3vJCbm6toCgfyXDYjIiJcVCKCKDhQTB5BEASRn8jOzobZbBbs48Wd0WiEt7e3wPuLLHnPB5pFnvgl0hOz2Qyz2YyEhAT89ddf2Llzp0BUjho1CmPGjMEvv/yCnj17IjMzE9988w2SkpLw4YcfKl47KytLMHvAu5uaTCaYTCbnfCEZ+PvZe1+lysMTFxfn8u9FEO7C0Tpljbh+BQQEwM/PT7AvLS2N6hdRYNGzPhEE4fw6lZSUJNnn4+NjuV9QUJAgzCo5Odmp9TshIUH2mCf3n55aLnvRLPKcyQcffIAFCxYAAHx9fTF37ly89957luMfffQRAgICMGLECAwZMgRA3iLFmzdvxiuvvKJ47a+//hpTp06V7N+1axfTlO0KbLlcysGqPF5eXgIBvnv3bsqCSjx32FunrDl37pxgOzU1FY8fPxbsu3nzJrZt2+bwvQjCk9GjPhEE8T+cVadYmdaPHDmCQoUKAchbCsia/fv3KwoxRzlx4oTssYsXL3ps/+mqNQRdhd0ib+fOnThw4ABiY2MxceJElClTBqdOnUJUVBSKFStm1zUnTJiAIUOGICYmBps3b8bIkSORlpaGMWPGAACWLl2KUaNGYeTIkejQoQOys7Px22+/oVu3bli3bh3at28ve+3x48fj448/tmwnJyejdOnSaNeunWQNLGdjMpmwe/dutG3bFkajUfPnb926JdkXGRmJhw8fWrarVKmCjh07OlROgsgvOFqnrDl58qRgu2zZsqhYsSI2bdpk2VekSBGqX0SBRc/6RBCE8+vUjRs3JPu6detm8UIJCwsTiLoaNWo4tQ9TEpBly5b12P5Tz6SSnoBmkZeeno5u3bph7969loQrw4cPR5kyZTBr1iyULl0as2bNsqswZcqUQZkyZQDA8gKMHz8egwYNgo+Pj8WCZ339Dh06oEWLFnj//fcRHR0te20/Pz+JyxWQ56vsrk7M3nuLzckGgwHFixcXiLz09HTqnInnDj3qszgovFChQpbZUOtzqH4RBR139o8EURBxVp3KyckRbHt5eSEoKMgyThdn2MzOzta1HJs3b8bFixfx5ptvolKlSopx6yaTyWPbFU8tl71oXkLh888/x+nTp7F27VokJSUJ1mNr164d9uzZo1vhGjVqhJycHNy+fRv//vsvMjIy0LBhQ8l5DRo0wJ07d2wmIykoiBNDBAYGonDhwoJ9BW02giBcBSvxCmXXJAiCIDwVVmZN68z34rAkPbNrLl26FF27dsUXX3yBWrVq4fHjx5R4xUPQbMn766+/MG3aNPTo0UOyTluZMmVw79493Qq3f/9+eHl5oXz58pZZgePHj2PQoEGWcziOw/HjxxEWFsZcC6QgwqrMYpdTVhAuQRC2oXXyCIIgiPyE3PIJctt6xp799ddflv9nZmZi7dq1qkTe7t278ffffyMoKAiFChVC1apV0bJlS93KRdgh8p49e4bq1aszj3l5edk1+Bk2bBhCQkLQqFEjlChRArGxsfjrr7+watUqjB071hLj17NnTyxcuBB+fn7o2LEjsrKysGzZMhw5cgTTpk0TzFoUZFiWBrHII0seQdgHiTyCIAgiP2FL5ImNIHqKPLFR4d69e8jOzpY9nw+J2LNnD2bOnGnZ369fPxJ5OqNZ5L3wwgv4559/mD/ExYsXUa5cOc2FaNy4MZYuXYply5YhMTERhQoVQu3atbF8+XL079/fct4ff/yBefPmYfny5ViyZAmMRiNefPFF/P7773jrrbc03ze/whJ54vUDyZJHEPZBi6ETBEEQ+Qmtljw93TXFgu7hw4eKa1fz/ae4DOLYd8JxNIu8nj174j//+Q9effVV1KpVC0Be4o+7d+/iu+++w9tvv625EG+//baqz/n7+2PMmDGWbJvPK2rcNcmSRxD2QYuhEwRBEPkJd7prikXegwcPUKJECdnzeZEnzqPxvIRcuRLNiVcmT56MkiVLolGjRmjQoAEMBgPefvtt1KhRA8WLF8e4ceOcUU7CCrLkEYTzIHdNgiAIIj8h7rfEfZYz3TXFGd8fPnyoKiaPLHnOR7PICw4OxtGjRzFt2jQUKlQIFSpUQGBgIMaPH49Dhw5JXixCf8iSRxDOg9w1CYIgiPyEp7lrKok8PiaPLHnOx67F0AMCAjBu3Diy2rkJSrxCEM6DLHkEQRBEfkLcJ7nTXTMzM1Mx076cuyZZ8vRHsyWvfPnyuHDhAvPYpUuXUL58eYcLRShD7poE4TzUxuRZrxFKEARBEO7Cndk1WZk079+/L3s+uWu6Ds0i786dOxZTq5jMzEzcvXvX4UIRypC7JkE4DzXumhzHSeIQCIIgCMIdeFLiFVtQ4hXXoVnkAZBdj+727dsIDg52qECEbdRY8pKTk2E2m11ZLILI93Acp8pdEyCXTYLQi3///Rfz5s3DiRMn3F0UgsiXeFJMni14QxFZ8pyPqpi8ZcuWYdmyZZbt4cOHSyxHGRkZuHDhApo3b65vCQkJ4srMisnjOA5paWkkuglCA9nZ2ZLJESWRJ55cIQhCG6dOnULr1q2RkpICg8GArVu3okOHDu4uFkHkKzzNXVMJsuS5DlWWvPT0dDx79gzPnj2DwWBAYmKiZZv/M5lM6N27NxYsWODsMj/3iGc/AgMDmYNNissjCG2wOj6WuyZAGTYJwlGys7PRrFkzSyY+juPwxx9/uLlUBJH/cJe7pj2hC5mZmRZDhDVkydMfVZa84cOHY/jw4QCAcuXKYe3atahdu7ZTC0bIw3LXZFnsKC6PILTBcmFhJV4ByF2TIBzlm2++kUyWXL582U2lIYj8i6118pzlrmlPbHpmZiaysrKQm5sr2E+WPP3RvIRCdHS0M8pBaIA1Y+Pj44PAwEDBMbLkEYQ25Cx53t7eMBqNgg6NRB5B2M/169cxbdo0yX4a6BGEdtxlydPqqsl/RuyqCZAlzxnYlXglKysLCxYsQN++fdG2bVvcuHEDALBx40bcvn1b1wISUliWPADM5CsEQahH3PHx4g4ALYhOEDphNpsxbNgwZqZuewaNBPG8Y2udPFZMnh7LANlbX+Pi4iT7SOTpj2ZLXmxsLFq2bInLly8jIiICT58+tfjTb9iwATt37sT8+fN1LyjxP+REXkhICB4/fmzZTyKPILTBmg3lswkHBARY2jqALHkEYS9LlizBwYMHmcf0TAhBEM8LWi15HMchMzOTGYqgBT1FnriMhONotuR9+umnSExMxOnTp3Hv3j3BTEDLli1lG25CP+QqMy2IThCOITeBAkhjHEjkEYR2OI7D119/LXucRB5BaEeryGN9xh7UiLzChQtL9sXGxgq2AwIC4O3t7XB5CCGaRd6WLVvw5Zdfol69epL18kqVKoUHDx7oVjiCjZIlzxqy5Gnj3LlzaNq0KerUqYNt27a5uziEG1DqKMldkyAcJy0tTTGsgyZPCEI7WpdQYH3GHtSIvGLFikn2iS15FIvrHDS7ayYnJ6Ns2bLMYyaTCTk5OQ4XipDHbDZLBpdkyXMcjuMwaNAg/PPPPwCA3r17IyYmxmFXBiJ/odRRkiWPIBzHVr0hSx5BaMeWyGONZfTIsKlW5PG5O3jEIo/i8ZyDZkteuXLlcOzYMeaxkydPonLlyg4XipCH1QGSJc9x7ty5YxF4QN4inRcuXHBjiYiMjAwkJia69J4k8gjCudiygJPIIwhtcBxnU+QZjUZLEjEeV1nywsLC4OUllBtid02y5DkHzSKvX79+mDFjBjZu3GiJxzMYDDh16hTmzJmDAQMG6F5I4n/IreMFSEUeWfLUc/ToUck+s9nshpIUbO7evYtffvkFZ8+eVTzv0KFDKFu2LMLCwjB06FBdsoCpQVy/yF2TIPTFVr3Jycmxa+0tgnheycrKkvSRrBg8VoZNR1FTV4ODgyX9J1nyXINmkffZZ5/hlVdeQY8ePVCiRAkAQPv27fHyyy/jpZdewqhRo3QvJPE/5NbxAmgJBUdgiTyy1OjL3bt3Ubt2bQwZMgSNGjXCrl27ZM/94osv8OzZMwDA4sWLcfHiRZeUUVy/KPEKQeiLmnpDdYsg1MMaF7LcM52xILoaSx6JPPehWeQZjUZs27YNK1asQMeOHdGmTRu0adMGy5cvx+bNmyUmWUJfWJWSr8zkrmk/LJFHbkP6smHDBot1OTc3F7/99hvzPI7jJJa+a9euOb18ALlrEoSzUWMBp7aXINTD6otYljxnLIiul8gjd03noDnxCpDnntmnTx/06dNH7/IQNhBXyoCAAIuwpsQr9pGSksK0FNFAQ1/EjTpvqRMTHx8vmcxw1YQFZdfUlytXruDgwYNo2rQpatas6e7iEB6AuN74+flJFkWntpcg1KPk4WWNM9w11Yo8Pz8/wT5xTB5Z8pyDXSKPcB9K63iRJc8+Tpw4wYy/I0uNvog7AzlXkbt370r2uWrCgix5+nH+/Hm8/PLLyMrKgtFoxOrVq9G9e3d3F4twM2KRFxYWhidPngj2kcgjCPWI64u3t7ckyQrg2e6aZMlzDpp9K3Nzc/H999+jYcOGKF68OEJCQgR/YmsSoS9KIo8sefbBctUEaKChN+LZerkO5s6dO5J9rpqw8NTF0NesWYPhw4dj/fr1Lruno6xatcrym5tMJvTo0cNlbreE5yKuN4GBgZK6RW0vQaiHNTkpXsea36/0OXugmDzPRrMlb9y4cfj2229Rp04dtG3bFr6+vs4oFyGDkqWBLHn2QSLPNeR3S5673DW3bduGN954AwDw888/Y9euXWjbtq1L7u0IT58+lezr0aMHTpw4IWmriOcHcb3x9/dHYGCgQPyRlZwg1GNr+QQed7privtP8ZraZMlzDppF3h9//IFx48bhv//9rzPKQ9hAi7tmWloacnJy4ONDXrlymM1m2XUfaaChL46IPE+IyXOXJW/z5s2C7a1bt+YLkcfq/K9du4bBgwdj7dq1zJlmouDDEnlkySMI+1Er8tzprimOyRNDljznoNldMyMjA23atHFGWQgVKFVmlqtsSkqK08uUn7ly5YqsgKCBhr6oTa7Actf0BEueu0ReQkKCYDs1NdUl93UUOUvn+vXr8c0337i4NFLi4+Nx4MABidsQ4VzE9Ya35FlDbS9BqMdekedOS54YEnnOQbPIa9euHU6cOOGMshAq0GLJAyguzxZHjhyRPUYDDX3JD5Y8LTF5rnLXFH/3/GJhVirn9OnT3Zqd9OrVq3jxxRfRsmVL1K1bF9HR0W4ry/OG+HcPCAggkUcQDsDKus7Ck9w1xZC7pnPQ7Mc3d+5cdOrUCUFBQejYsSPCw8Ml57D2EfqgNAgtVKgQDAYDOI6z7KO4PGXk4vGA/DOYzi+ILXkmkwkmk0mSBSy/xOS56v0Q1+H8snSD0vNJSEhAdHQ0qlat6sIS/Y9ffvnFYsG7f/8+hg4dij179rilLM8bcjF51lDbSxDqYSUzYuFJ2TXFkCXPOWi25IWEhKBy5coYPXo0KleujGLFikn+COehNAj18vJCcHCw4DiJPGWURB7NJusLqzNgrYcndk/k97sCT3TXzK8iz1Y59Rhg2MuhQ4cE23v37sX58+fdU5jnDIrJIwh9yQ/umrZi8siS5xw0W/Lef/99rF69Gt26dUPVqlUpu6aLUbLkAXlxedaDQnLXlCcmJgY3b96UPU4DDX0RW/KAvGdcuHBhyzbLigd4hiWP3DW1Yauc7hR5rDWkpkyZgg0bNri+MM8Z4vciICBAMlCktpcg1JMfs2uKIUuec9As8jZs2ICvv/4aY8aMcUZ5CBuIK6W40tIyCuqRy6rJQwMNfVFjyZMTee6KySN3TfvxZJHn5SV1Ytm4cSPOnj2LevXquaFEzw8sS57JZBLso7aXINTjSdk1w8PDER8fb9k2GAwIDAykmDw3odld02g0om7dus4oC6ECpUEoIBV5ZMmT5+zZs4rH84vFJL/giMjLyMiQDAT1huM4xUkUd7hrchyXb0WeJ7trymUdnjJlimsL8hxCMXkEoS+e5K7ZsGFDgYdfrVq1YDAYyJLnJjSLvJ49e2Lnzp3OKAuhAjXumtaQJU8e8bMRz+7TbLK+sNw1xe8za/kEHme/y9nZ2TCbzYJ97nbXzMjIQG5urmRffsCTLXlyy1Bs3rwZp0+fdnFpni9Y7pqUXZMoSFy7dg0tW7ZE9erVsXr1aqffT7wMjJxVzBXumi+88AK+//57BAcHo3Tp0pgzZw4AUEyem9Dsrtm3b18MHToUJpMJnTp1YmbSJHcX52FrxoYseeoRD9LDw8MRGxtr2aaBhr44YskD8t7lIkWK6F4uHtbv7W53TZawzS+WPPHz8fHxQU5OjmXbEy15QJ41b8uWLS4szfMFy5JnnREaoLaXyN+MGDECBw4cAAAMGDAAbdq0kSTF05PLly8LtitWrMg8zxnummIPG19fXwwfPhzDhw8X7CdLnnvQLPJat24NAJgzZw7mzp0rOMZxHAwGg2TmmdAPsuTph9iyFBYWJhB5+cVikl+QS7xijS2R50xYHZ6SJS87Oxu5ubnw9vZ2WpkKksgrWrQonjx5Ytn2REseAGzfvh2pqak06HASLJFnMBgE+0jkEfkVs9mMw4cPW7azs7Nx5swZtGjRwin3y8nJwdWrVwX7atSowTzXFe6acskYKSbPPWgWeUuXLnVGOQiV2BJ5lHhFPeLBRlhYmGCbBhr6osaS5053TdbvrRSTB+S9Q87snFgWp/ww+ZCTkyOw2gFAkSJFPELk5ebmKtZts9mMZ8+ekchzEiyRJ54oobaXyK/ExcVJrFusZYH04ubNm5K+tXr16sxzXeGuaY/I8/Pzg4+PZjlCqEDzUx00aJAzykGoxJa7ptiSR+6a8rAsedbQQENfbMXkZWRkICYmRvbzzn6Xxb+3t7e3INU+q5NytsjLr5Y8VhmLFi0q2HaXyFNzX5occx6smDzxkhb5YSKDIFg8fPhQss+ZIu/SpUuC7cjISNmwBlaCI7PZzMw2rBa1Ik8pJo8m1JyH/b8s4RbIkqcftix5NNDQF1uWvHv37il+3tWWvMDAQIEbGcuS5+x3hPWds7KyJDFMngbruXiKyFOKx+OhyTHnQYuhEwWZR48eSfa5UuTJuWoC7KybjvZheljyyFXTeZDIy2dQ4hX9YCVesSYnJ8fpafuVePjwITZv3ozHjx+7rQx6whJ51u+zkqsm4HpLnrhueYrIAzzfmsd6LuLZZXeJPFY8XkREhGCbJsech5olFEjkEfkVd1vylEQeS0w5Wtf0EHlkyXMeJPLyEWaz2eZi6JR4RT223DUB9w02rly5gho1aqBr166oVq0a/v77b7eUQ09suWsqJV0BnP8u27KS+/r6ShJEOFts5VeR58nummJLnq+vr6Rs1G46D1pCgSjI5DdLnqPtMFnyPBsSefkI1uy4LXdNsuTJY8uSB7jPZfO3335DYmIiACAxMRGtWrWyaenyZHJzc5lZd7WIPHdb8lgLupIlj434uXh5eaFw4cKCfZ5iyStUqBC5ubsQWgydKMiwLHnx8fFOuVdmZiZu3Lgh2Kck8ljeKHqLPHF8LQ/F5LkHEnn5CFvreAFkydOCJ1vyxB2FyWRCt27dFFO/ezIsV03Asyx5tkQeIO0k3SXyPH0QzLLWiCekPMWSFxwcTO2mC6GYPKIg40pL3rVr12A2mwX7qlWrJnu+t7e3pF9ztK0jd03PhkRePoI1KLJlycvKymK6yRHSwYZ4oAe4b7DBangvXryIAQMGSBr1/ICcyFOKyRN3Ru625AHSjorcNdmwRJ64I/dkSx55QDgP8btL7ppEQcKVMXliV81y5crZFExijyVHy0bump6NriLv0KFDuH79up6XJKxgdXziGVCWUKFZaTZi8RsQEOAxM8py992wYQP+85//uLg0jiM30aBkyROv9ePqmDxPtuSJB8pms9mjMm6yrDWebMkjd03XwHGcpM6w3DWzs7OZ7t0E4em40pKnJR6PR+yx5KgrKS2h4NnoKvJatGiBatWqoU+fPiT2nIB4UMRaRFY8WAFowCKHGrchd7nFKaV5//bbbz3eXU+MLXfN7OxsSedYq1YtwbarLXms2UVPEXn8fdPS0tC1a1d4e3ujSZMmgsXG3Yknu2tSTJ77yMnJkXgisEQe4PkuyQQhJjs7m7nWqyeJPLLkPV/oKvImTZqE0aNHIzo6GrVr19bz0gRsZ/8D8gZTYuHnaa5Hd+7cwfnz591uefDkVN5KIi8pKQkPHjxwYWkcx5bIe/DggWTwJxZ5nhCT52p3Tbn3gL/vX3/9hc2bNwMAjh8/jjlz5ji1PGrJTyKPYvJcB6u+yIk8ctkk8htyk2xJSUlOsUzrYcnzBJFHljzn4aPnxaZMmWL5v5oFZwltqBmEGgwGhIaGCkzwnjRgmTVrFj777DOYzWa88cYbWLVqlSQtvasQuxD6+fl5jMizlWAlvyVgseWuKXbVLFSoEKKiogT7PCEmz9MseVeuXBHsP378uFPLoxZPFnnivoli8lwHq76w3OQBEnlE/oMVj8fDZ8vWi+TkZEm/6cnummTJcw9OS7wSHBzsrEs/t6ix5AHSuDxnpe/VypIlSzB27FiLxeavv/5y2/pvZrNZ0jjlF3dNNcc9DVuJV+7duyfYHxUV5XLrSn6MyRMPhG/duuXU8qhFTUyeyWSCyWRyZbEAsC155K7pGuQseSTyiIIAKx6PR2+XzcuXLwu2vb29UblyZZufc5e7JsXkuQeHRN6zZ89w7949yZ9Wzp8/j06dOqFMmTIICAhAeHg4GjdujN9//11yrslkwuzZs1GzZk0EBASgcOHCaNKkCY4ePerIV8kXqLE0ANJFh+Pi4pxWJrVs27YNw4YNk+xfs2aNG0rDFh1kyXMetix5sbGxgv0RERFM64ozXXzVxOR5WnZNsTB98OCBR2TeVGPJA9xjzVNjySOR5xzkRJ63t7dkEEgir+Dw77//YvDgwRg8eDCio6PdXRyn4UpLnthV88UXX1QUUjyeaMkjkec8NLtrpqSkYPTo0Vi5cqXsYEKr73FiYiJKly6Nvn374oUXXkBaWhr++OMPDBgwAHfu3MEXX3xhuW6PHj3w999/49NPP0WTJk2QlpaGM2fOuM31x5WoteSJRZ54AO1qTp06hTfeeIP5XqxduxbfffcdvLxcu5qH2tgQdww0srKyJBYOHx8f5OTkWLbzm8izFZMn7gDDwsIklrzc3FxkZGTITm44Sn501xSXmeM4REdHo2rVqk4tly20iDzxIunOhmLy3Ie43fXy8rIsnhwYGCiYDKLEKwWD9PR0vPbaa5Ylcm7cuIEjR464t1BOwpWWPHvi8QD9Y/LEYxU5kefj4wMvLy/mElDkruk8NIu8jz76CCtWrMC7776LWrVqqZo5sEWLFi3QokULwb7OnTsjOjoaCxcutIi8H374Adu3b8eRI0fw8ssvW87t1KmTw2XID9gr8txpyXv69Ck6deokK5YePnyIEydOoHHjxi4tF8uy5Ofn5xHumiwBFxERIUi2UpBEHsdxEpFXuHBhZqbYpKSk50bkmUwm2evLuWsCeS6b+UnkuRqKyXMfrOUT+JjsgIAAwYCTLHkFg5UrVwrWQD169Cji4+MlboP5gZycHMTGxiI8PJwpZpQseQkJCbparOwVee5y1zQYDPD392fWa7LkOQ/NIm/r1q2YPn06Ro0a5YzyCChatKggHe2cOXPQrFkzgcB7nlDrrlmkSBHBtjsteatXr8azZ88Uz1mzZo3LRZ4nW/JY8XaRkZECkZffYvLk3DX52Ei1Ii85ORmRkZHOKKLHZddU+o3l3DUBz4jLY8Xk+fr6SizS7hB5amLyMjMzkZ2dLTtgIeyD9V7weELbS+gLx3GYN2+eZD8vlPITsbGx6NChA06fPo0aNWpgx44deOGFFwTn2LLk6SFmHj16hK1bt+L06dOC/fZa8hxx1+Q4TrXIA/Im0ln1mix5zkOzj1xmZiZq1qzpjLLAbDYjJycHz549w/z587Fz50589tlnAID79+/jzp07qFmzJiZMmIASJUrAx8cH1atXx7Jly5xSHk/Dk901k5KScPz4cUmDIRZ49evXx7hx4wT71qxZ4/LlFPQWeenp6Xj69KkuZWMN7kuUKCHYLiiWPCDvvRbPJhYuXBi+vr4SUeVMC4unJV5RchmUc9cEgJs3bzqtTGphWfIAaZvlqZY81nmE45DIcy5nzpzBqVOn3L48Ec+RI0dw/vx5yX5PSQanhT/++MMirC5duoRFixZJzrFlyXOER48eoVOnTnjhhRcwbNgwSf/gDndN6wk7HiWRJxeXR5Y856HZktexY0ccPnwYrVq10r0wH3zwARYsWAAg70WZO3cu3nvvPQD/qzzLli1DqVKlMG/ePISGhmLRokUYPHgwsrOzMXToUNlrZ2VlCawJfAVxR4Y3/n5a7ysedPj7+zOvIa7EsbGxTv2O9+/fR4sWLXD//n1ERkZiz549qFSpEgDpIK5q1ap44403MH36dMu+e/fu4fjx42jQoIHTyihGLJK8vLzAcZzE/Tg1NdXmszty5AjeeOMNxMbGonfv3vjtt98cWhZCbNUqVKiQpBFMSkpyS2ZCe1EazCcmJko6mpCQEJhMJoSGhgoGhvHx8czvbW+dskY8qPTz87MZb5CWlua030HJzZq/L0vs37x50+3vhvj35p9lUFCQQKi74z0WP7OAgACmoI+Li2OKv+cBPeoTC3EfFhAQYLmHeAJFTdtL5MFxHEaOHGkRHiNGjMB3333n5lIBc+fOZe5/+vRpvvttr1+/Lti+cuWK5DsoWfL49tye73337l20b98et2/fZh4vVqwYypQpo+ra4sz3WVlZSE5OZma4tQWrXzcYDLLlkBN5vr6+HvM+eEo59EKzyPviiy/Qq1cvBAcHo0uXLhLXQEDq86uWCRMmYMiQIYiJicHmzZsxcuRIpKWlYcyYMZZgzczMTGzbtg1ly5YFALRt2xYNGjTAl19+qSjyvv76a0ydOlWyf9euXU6L8bHF7t27NZ0vbmSePn2Kbdu2Sc4Tr51y79495nl68ddff+H+/fsAgMePH2PSpEkYMGAAAODatWuCc/mMrCVLlhQ0iN988w0GDRrktDKKET9Lo9GIbdu2SRYzvXHjhs1nN3HiRIu1dNWqVahevbpkIW8tnDt3TlI28czn5cuXnfqb6s2pU6dkj23fvl2yuHt0dDS2bdsGb29vwf79+/fLun4C2uuUNWKheenSJcn9xdmD796967TfQbwGnjXXrl3Dtm3bmFb6ixcvuv3dEA9GHjx4wCzT4cOHmbPBzkRcly5dugSz2SxJCrB161aUL1/epWXzNBypTyzE6ziaTCbLeyGeZDl9+jQiIiJ0vX9BZc2aNYJs5D///DNeeeUVt41tgLx6tm7dOuax/fv3u7g0jnPjxg3B9q1btwRtWkZGhqL1//Lly2jZsqXmOvXo0SNMmjRJ1iPL398fAwcOxM6dO1Vdj+UhsmbNGuZY3hasSca///5btu+SE1AnT56UFbCupqB5EGgWebxJeOzYsRg7dizzHK3ZNXnKlCmDMmXKAMizGALA+PHjMWjQIMsLWKVKFYvAA/JmDdq3b4+vv/4aMTExKF68OPPa48ePx8cff2zZTk5ORunSpdGuXTuXz9aaTCbs3r0bbdu2tWQWU8Py5csF2zVq1LA8J2uCgoIwc+ZMy3ZGRgbzPL3YtGmTYNvf399yv/Xr1wuOVa5cGZ06dcLx48cxY8YMy/4LFy6gQ4cOLlsYXfybBwYGomPHjjh58iQ2btxo2R8eHq747DiOw8CBAwX7srKyHHreYhFTpEgRVKtWDbt27RLsc+ZvqjdKrqwNGzaUtBktWrTAa6+9hsjISMFkQKVKlZjf2946ZQ2rDOJY0WvXrmHlypWW7dDQUKf9Dkp1ISIiAh07dmSe8+zZM7Rv314iUF2J2JWJb6uKFSsm+D0rV67s0veY4zhJ/WrTpg3q1q2LkJAQgRW9du3aePXVV11WNk9Cj/rEQjxQLVq0qOX3X7hwIf755x/LsaioqHzVxrmLHTt2SJabys3NRZ06dVCxYkU3lQqYOnWq7FiwVKlS+e63/euvvwTbfn5+gu/w77//Kn6ed1XXUqeuXLmC999/X1JvQkJC0L59e3Tq1Ant27fXJNByc3MlY5a6deuqdve0htWvv/baa5KQIZ4iRYpIJnQBoGvXri7PsixHQcusrFnkTZo0yWUD8UaNGuHnn3/G7du3Ub9+fdlZKd7/XCkNv5+fHzMTqNFo1LUT04LWe4vjGYKDg5mfF89+JiYmwmAwwMdH88+tCvFsTmZmpqVc4gFVoUKFYDQa0bt3b4HIu337Ni5fvoy6des6pYxixNYDf39/GI1GiSuD9XdhERMTI2kUTp8+7dA7JY5nCgkJkaR4T09Pd9t7aw9KEz9ZWVkSF9WiRYvCaDRKvndqaqri97a3PnMcJ3E9CQkJkVxL7DZr6/1wBKV4v+zsbBiNRqa7jMlkwpMnTxAVFeWUcqlBrt6Ln19WVpZL3+PMzExJ3Q8LC4PRaJSIvPxWx5yB3v2jeCY/MDDQcn1xvKar3438yPXr1y1eM2L4NsIdZGdnY/HixbLHExMT891vK44rT05OFnwHWwnm+LZFbZ3KzMxEly5dJN5FNWrUwJ49eyRx+mrh+1Vrt3lb/aocrNjPoKAg2WvJuYQWLlzYY94HTymHXmge9U+ZMsUJxWCzf/9+eHl5oXz58vDx8UG3bt2wZs0a3LlzxzKA4TgOO3bsQIUKFWRnDwoK9iZeAfJcJ+SsnI4iFjnWg1O5BAx16tRB+fLlBSb6v/76S1bkxcTEYMSIEbh69SqGDBmCUaNGOTTZIB6E8hMAWhNriN0+gTzXA47j7C6fWDSzYvIKUuKVxMREybvNx5W6av2y7Oxsyfo97l4MXem7ZmZmguM4WdeSW7duuVXkeULilYSEBIwYMQJnzpxBnz59MHnyZGa94Sd2aEF058NaQoFHPIlL6+Qpk5qaiu7du8smo3Ln2sFr165V9N5w57JO9iJu68XPXSnpCqA9wcnZs2ctYTA89erVw65du+xyrbQmLCxMUH57E+Gw+nWtiVd8fX0LnLDyJFy7ArUMw4YNw5gxY7B69WocPHgQa9euRZ8+fbB8+XJ88sknKFasGABg2rRpCAoKwmuvvYY///wT27Ztw+uvv44LFy4IEnkUVNSKPFZMpDMzbIoHQ9YDT7nBnsFgQK9evQTHjh49KnuPyZMnY82aNbh8+TJGjx6NCxcuOFRmuSxvWjO8if30gbzG3JE09mK//uDg4Hwv8pTi6FidI++64ar1y1i/s6dn1zSZTLIWUmcvo/Dw4UPFNsUTRN7333+PlStX4vr16/jyyy+xb98+ZswMX7fEEwq0Vp7+UHZN/Vi5ciWuXr0qe9ydIm/Hjh2Kx/Njdk1xHyZuH8RJV8STvGJvFVs8fvxYsF2iRAns3bvXYYEH6LdWHkvkKQk2lsij5ROci13+e7m5udi+fTuuXr0q6cwNBgMmTpyo6XqNGzfG0qVLsWzZMiQmJqJQoUKoXbs2li9fjv79+1vOq1ChAg4fPoxx48Zh2LBhMJlMqFOnDjZt2oTOnTvb81XyFWrXyfP19UVISIhgkOhKkafGkgcA1apVExxTEi7iTuPo0aOoU6eO1qJacKbIA/KsefbGQ7BSvItFXn5L765kyVMSea6y5OU3kZeZmak4iHPmMgpjx47FrFmz4Ofnh8WLFwvaaOvyWcPXL3tEXnJyMr766ivcvn0b//d//4fmzZurKuexY8cE23///bfExclgMFh+Z7LkOR/xe2Fdn8R1i0SeMuL3W4w7nx8r9tJ6X0Gw5KWkpCA3N9cS+yzuxypUqCBoh7UKKbEltHz58rrFrem1Vp64X/f29laMBWeFTNHyCc5Fs8iLi4vDq6++imvXrsFgMFh8cq1nLbSKvLfffhtvv/22qnNr1KiBLVu2aLp+QUGtJQ/Ia1StBynObFTtFXniCi/n+paSkoI7d+4o3lMrznTXBIATJ07grbfesqtsrMWaxbGCBcmSJ54B9fPzs4gCV1nyWGLD1Yuhm81mpKamIjg4GAaDwabIUxrEOcuS9/jxY8yePRtA3m/6xRdfMEWenpa80aNHY8mSJQDysj3euHFDleu5+PnFxMRI6k1QUJAllptEnvPR4q5JIk8ZpTYVcK8lT9xOly9fvsCJPCBvbMILL3E/VqNGDYHIS0lJ0ZRJOCYmRrBtbwweC73WyhOLPFtul2TJcz2a3TU///xz+Pv74+7du+A4DidOnMCNGzfw8ccf48UXX5SkGCf0Q60lD4DEpO9p7pqAtMLLdVqXLl2yeU+tuMKSZy9qLHmuEHlHjhzBTz/9JFmSwx60WPKsZyvdZcnz9vZmxhY4y5J39+5d1KpVC6GhoWjfvj0yMzNtumsqDeKcJfJu374tiF28e/cus97qJfLS0tIEmQOTk5NVLw8hrkcxMTFMV2geEnnOh9w19cPWBJM7RZ647pQrV06wnR9FHqudsxaz4n6sevXqkvO1/CZikadnTgVnuWsqxeMBbJFHljznolnk7d27Fx9//DFKliyZdwEvL1SoUAHffPMN2rRpgzFjxuheSCIPrZY8a5wl8jiOc7ol7+LFi5J9jlp05Cx5WgYaZrNZ1i3u3LlzisJGCZYlz9Uib+3atWjatCk++OAD1K5dWxIfoBUtMXnWs4zuiskLDAxkJs5xlsibN28eLl++DCDPWrVixQqHLXmszGeOwnr+rAGCXiJv//79knp09uxZVWVVY8mzrlcUk+d8tIg8SryijCdb8sR1T7zeZH4UeazxiXUbwbLkidHSb4vdNZ1pybN213z06BEuX76sqv8gkef5aBZ5Dx48QFRUFLy9veHl5SVoSLp06aL74qlEHqxMelpEnrMa1bS0NElWQuvOWVxmJUuenMizXjuJx1mWPC2D+EePHskOtLOyspjiVA1qLHnp6el2r0epBut1zpKSkgRrB9pDfrPkyVnJWe+sHmJK7PZ7+vRph0ReamqqZCZYD1jChxXPoVdMHstqd+7cOZvlBMiS54lQTJ5+5GdLXnp6ulMzEzsDJZFnNpslIq98+fKS/sJTLHly7pqrV69GuXLlUKNGDfTp08dm36ZV5LFi8shd07loFnlFixa1vNglS5YUuNLFx8dr8jkm1MMaTCq5a6q15HEch6tXr0rWYlELayCkt7smS+S5ypKXmZkpEbE8cq6aPPa6bKqJyQOc24mLv5ujgkFJ5IktQdYiz52WPBbigajZbJas/WUP4vcxOjraIXdNwDkum2pEntlslnwfeyx5HMdh+/btkv3nzp2TrZPWn9VqySOR53woJk8/bFny1D6/nJwczJ8/HxMnTmQuVK0VVt0Tizwg/2XYVHLXjIuLk/QDJUuWlLhFeoolT85dc+rUqZa+evXq1Th16pTidciS5/loFnn169e3uBV17NgRX375JX7//XesXr0aEyZMwMsvv6x7IQn2YEhpBkRtTN5bb72FatWqoWzZsvjrr780l4s1ELIWRo66a3Ic51JLHmtwL2fNc5bIU7OEAuA8l83c3FxJbK2j2TxtDUiscYclT1y/1Io8QB+3MvHzuX37tkOWPECbyOM4Dps2bcK3336rONBT467Jqsf2iLx///1XknCJ/4ytupeWliaZFEtISJAMLMmS51ooJk8/xG2G2L1c7STgmDFjMGLECHz11Vdo2LChpraaBcvLpGzZspLy5TeXTVa7xrcRYm8ULy8vRERESCxmWvpsV1ry4uPjYTKZcO3aNcF+Wxlc9RB5ZMlzLppF3siRIy0Dr2nTpiEiIgIDBw5Enz594O3tjTlz5uheSEJ9inceNe6ap0+fxp9//gkgr7J+9dVXmsslNxDKzMxEbm6upBGwLrO4wptMJskM/aNHj5gxP45adNS6awLygw2xi524Eztx4oRdZVOzGDrrPL14+PChxCJvLfIyMjLw4Ycfon79+pg6daoqt1Et8YlKMXl82mq9UesKzeqk9HA7Eg+s7ty5o7iukq0lFABtIu+HH35At27dMGbMGNSpU0e2XrP2i4UTS/TaI/KUEqzYctmUm5SIjo4WbCvF5JHI0x8ld02KydOG+FmKJ3bViryVK1da/v/kyRMcPHjQoXKx6k1YWJgk/X9BEHn8OETsqlmiRAn4+PioEnmPHz/GzJkzsWrVKsvEVGZmpmSM42xL3oMHDyTjL1vxz2LrJVnyPA/NSyi0adMGbdq0AQAUK1YM586dw6VLl2AwGFClShX4+Ni19B5hA62WPDXummIRYs/aWnIDoYyMDKY/t5IlD8gb7Fqfw7LiKd1XLWrdNQH1lrzWrVtjz549lu1r164hKSlJMni0BcuS5+vrC6PRKGhUnbVWnnggDAif96JFi/DDDz8AyOsE6tati65duypeUy9LHpDXUWp9praw110TcI4lLzs7WzJwEN/TlqVDS33mlygA8gZf27dvR+/evSXnqXHXZA2G7InJY7lq8pw9exZ9+vSRPS7XPoiFr5IljxKv6A+5a+qHuM0IDw8X9PNqRF5mZqbEYuRohnRW3QsJCUF4eLhgwjY/iTyO4xTdNcWWPD4xoS2Rl56ejnr16lnCZa5fv46JEyfi2bNnkns5OyaP1e+fOXNG8ToUk+f5aLbkiTEYDKhZsyZq1KhBAs+JiBtsPz8/xUUn1Yg8cWIQe4KhlUSe0ow+oM4qIifyPMGSJxZ5vXr1kjRyp0+f1lw2VuIVAC5bK4/lImddpsOHDwuOHThwwOY1tVjylGLyAOcMvu1NvAI4R+TZIicnx+ZEh1pLHsdxkndZTmCqEXl6WPJSU1Nx6NAh2TLba8m7ffu2YJti8lyLkrsmJV7RBkvkWaNG5InFCQCH4/LEbYS/vz98fX0llsb8JPJMJhNz0pr/ruKcBmpF3s6dOwWfXbZsGQBpPB7LKugI4mvl5uYyx1pXr15VrIcUk+f52CXynj17hvHjx6Nx48aoVKmSJUZvwYIFqjOfEdrQskYeIHXdSExMlLjgsbI/ag2Glhtwp6en2yXyxB2XkiXPkayGcpY8o9EoWdCT1cjl5uZKBtE1atRAnTp1BPu0xuXl5uZKnhsv7ly1jAJrRs960Cwe/KrprO0VeayEM84YfKuNyfPx8ZFMZjnDXVMN4roqfm/ViryYmBjJO86aSQbUxeSJ31+DwWCpX2pF3r59+xTfmbNnzyrWf7l3RDyoVbLkZWZm2r0MCsFGS0yeUtIrQvosxSJPjUhmCTpHRZ647vH1Kj+LPLk2nm8PxZPoxYoVAyAVU+L2ThzycffuXeTm5jLj8VhL+tiL+F0B2BNnZrNZMUs4xeR5PppFXnR0NGrXro25c+fCYDDg9u3blgHKxYsXMXfuXN0LSWhbIw+QWvIA4aDQbDYzBZRWkeeIJY9luldryTOZTA4NrrXMKLO+x7179yQNXKVKldCoUSPBPq1xeSzhxos7d4o869/ZHpGnRcRYd4xeXl4SoecMS55Y1LDEJY8z1sqzR+SJn3u1atUE28+ePcNbb72FXbt2KcYxiq1b/GdZ2GPJ8/f3twxQxO0WH7srRhyPV7FiRck9ldzK5NolsTBUiskDnOcS7Szu3buH5cuX48qVK+4uChMtMXms84n/oYcljyXo7t+/71C51Iq8/JRdU6vI48dftrJriificnJy8PjxY4klT09XTSCvfxN7gskZaJTi8siS5/loFnmffvopChcujBs3buDQoUOCTrNp06Y4cuSIrgUk8lBraeARN6iAsCG6ffs2sxPQS+Slp6dLZhK9vLwE1gZblrycnBxcvXpV873VIGfJA9TFhojd20JCQlCsWDGJyNu/f7+mgQpLuMlZ8pw1ALXlrike6MtlbrXGXkse4JqEGLw3Ak+lSpVkzxULQKUEKWrRw5JXvXp1yWzvypUr0b59e9SrV4/5uwJsUS/3m9oTk2ddz1mTU+L6xVo6YdiwYZJZcSWvEbV1Q8ldE8hfcXm3bt1CrVq1MHDgQNStWxd///23u4skQUtMHkAum0rokXjFFZY8vv3Oz5Y8ufbZlsiz5a7Jipu+e/euxJKnZ9IVIM+7QtzPivtAHqW4PD1i8kjkORfNIm/v3r2YPHkySpYsKRlQREZGKiYLIOxHy0LoQJ7rlnjQYt0QyZngtTa8Wix5AQEBgnfGx8cHXl7CV9C647px44bi4NeRAZijqbzFbhYvvvgiDAYDWrVqJfiOycnJ2LJli+pysQanro7Jc4a7pr2JVwDnJ8TgOE7SwVWvXl32fHGHK551tQdbz0dcTwDpcw8LC7MkxRJz8eJFzJw5k3nM2ZY8a2sNq90SD0avXLkisdJ16NABdevWFexTmmFWOxFgXacCAwMlzzk/xeWtWbPG8vtkZ2db4ns8CS0eFACJPDlYiUD0suTpHZP3PLprqhV5LJd6lsjT25IHSN8XOW8PZ1vyyF3TuWgWeZmZmUx/XiCvUWENRgjH0equCSgvoyAn8pQseSkpKbh8+bKgc9Eq8sSIK711Yyrnqmnr3mpw1F1TbMnjLT8vvPACWrRoITj2+++/qy6XuBPw8/OzWD9d4a6ZnZ3N7OSV3DU92ZKXmJiIb775BvPnz5ftqJ88eSJ572vUqCF7zYiICMnnHcWWyGNZ5sWDpMDAQCxfvhx9+vSRxOcB8jO1WkQe69nbisnTKvKOHj0q2C5dujSqV6+OevXqCfYrDT7sseQZDIZ8nXxF/Juxkmq4GyV3TRJ56snJyZG4Husl8pKTkx167ykmT53Iy8rKYrrG3r1716kLofOoTeRy6dIl2f6J3DU9H82KrHLlyoI08dYcOnRIcXBE2I/WxCuAcoZNrZa869evo3r16qhRowbq1q1ruZaSu6Y9Is+6MVEK+AUcs+jo7a5p7d43YMAAwbFt27ap7tBYyyfwuELk3bt3j5nQIiMjAzk5OTCbzZIyspL6iHGHJY/jOLRq1QqffvopRowYgaZNmzLXXBSLn8DAQERFRcle1xkiz5YIDg0NldQV8TsVFBSEEiVKYOXKlXj06BGGDRsmOC4XO8iy3LJEHsdxDlvyrOPzeMSDUfHzrF27NgwGg8SSp+SuaY8lD8jfGTbFA1HWu+5OOI5TdNdUm/SKYIsOexKvyE0EODJBIOeuKS5ffhJ5cv0X/13Vijzrti46OprZ17rKkqdW5OXk5MhOuJMlz/PRLPKGDh2KOXPmYM6cOZZOJDs7G2vWrMH8+fPx3nvv6V5IQh9LnnVDdOHCBeZn5Cx5ixYtssw6Xb16FcuXLwcgP+BmWfJYwlTso62HJe/YsWNo3bo1unTpInGrZN0H0Mddk6dnz56C65lMJqxevVrmWwiRWz5B/H/WuXogF7cF5IlKuXvaiuV0hyXv6tWrAiFw5swZtGnTRlJWscirVq2aokeC3iKPF89KhISESDpI8fewfm+LFi0qsSjLiTyWJS8hIUEi3NPT05kuPQkJCYLyK9Utg8FgM8OmXKY6sSXv0aNHsq6y9ljyAOm7psdSLa6K6/N0kcdKQy9+p2lBdHWwRAfLkmcrA7Wca6YjLpvPm7smK/+AXOKVzMxMy1q3ctmPXWXJk/PIYyHnNUExeZ6PZpH3wQcfYODAgRg9erRlsNO0aVP07t0b/fr1w6BBg3QvJAE8fvxYsK2mgso1qikpKcyBHSA/WL97965gmxc5ertrWndetkQea/BkMpnQvXt37Nu3D1u2bMHAgQOZn1Wy5Nlar8lkMknEkLUlLzQ0VLI4uJzLZkpKCq5cuWJpLMXWOVdb8lhWHR4lNx5bLptqRV5QUJBkNt/egTfru5w9exatW7cWDDAuXbokOEcpHg/QX+SpsXKyRJ6tiR81kxXZ2dmy2fTEgzC55y628Nmq97ZEntiKyIu8SpUqSb6TnDXPEyx5x44dQ7ly5VC4cGG88847Di35ogZPF3msgbL43aC18tShRuTl5uYqtrsmk0m27XIkw6aW7JrOrhN6ISfykpOTmX2fnCUP+F+9VBJ5nmTJA/QTeWTJcz12BdAtXLgQR48exfjx4zFkyBB8+umnOHz4MH7++We9y0f8f8SJCMqWLWvzM3KWPPGg1hq52TVxI8cPxBx115Sz5KWkpEgG6eJGiXXvq1evChrIEydOMDtELZY88feIjo6WWDTE2Rj79+8v2D569KhEWF+9ehVVq1ZF9erV0bBhQyQlJSla8lyReEVJ5KWkpMj+3rZmZdW6a4qteID9A2+5FPvnz59HmzZtLL+r2JJny+XcXSKPVX+sEb+3apcCkRtoicWWkri2FhTOEnne3t6SdSjlBh9q3xHxxImeIu/TTz+1vBtLly7FsWPH7L6WGsRtWmJiokcNolkDZVuWPBJ5bFjPkhW3qxSX9/jxY9n3wxFLnlqRl5ubm2/coeXaaLPZLJnw9fb2tkxMsoQUP5HOyqwJ5Ik8cRvobkueXIZNisnzfOzOkvLyyy9j2rRpWLhwIf773/+iSZMmepaLECEesJYpU8bmZ+REnlKsm5wlT9zI2RJ5jiZeEQ+8vb29JcsTqFmYGWCLIXEnqSUmTxyPV7RoUUlj/tprr0k6tT/++EOw/eOPP1piHy5evIgVK1a43ZKn5K6ZkpIiO9DXy5LHEnn2WvKU1lE7f/485s+frzmzJuA5ljwx9og8OYs+oE3kWbcbzhJ5gNRlU07kqXXXdJYlLzU1VSLqTp06Zde11CJu07Kzs2XdHXNzc/Hbb79hxowZusSUqoFVFhJ59sFqM1iCQknkKQk5PUWe3BIKQP5x2VRaBklskStSpIjF3d/X11fyTvNL7shZ8lhu8a625InXXL148aLFzdQarSLvhRdeEIxjIiMjmeuTEvrhUCrM9PR0xMfHS/4I/bFH5IkbVTUiT09LnriD1uKuKe5koqKiJA2dmkx/AHvAJ+4klbJrir+H+LcoX7685PpGoxF9+vQR7Fu+fLlg5lQsFq9cueL2xCvOctdUa8ljdTz2Jl5REnkAsG7dOjx48EDynbRa8pKTkx0ajOol8sTiyVGRJ/5N1Yo8JSs5q5xaRJ44+cqJEyeY1gh7LXl6xeSdOHFCMlCTiw/WC9ZAVM5lc8KECRg0aBDGjRuHhg0baoqZtRd7LHkUk8dG/CyNRqNkwgJQFsnOEnlyMXlBQUESEVAQRZ54cl3cp9ly12Rh3QbqhZLI69Gjh2A7OzsbV65ckZwnbjdYWZ2tCQgIwOzZs+Hn54dChQrh+++/lyzKTuiLZpGXnp6Ojz76CMWKFUNwcDCKFSsm+SP0JSkpSTJosceSxzeocklXAG2WPI7jHLbkyblrijun4OBgVQMwey15Wtw1xUHRkZGRkusDUpfNGzdu4PTp07JlffjwoaSsrk684gx3zdzcXJuJRXjUWPLsddds166dYPv48eM4dOiQYF9ISAhKlSqleF2xyAMcWytPjcgLDg522F0zKytL8jtoseQpPXe9LHkcxymKvMaNGwuOPXjwwOa6jnL4+vpKBp16WfJYC5F7isjjOA6LFi2ybD948ABHjhxxatkAafm8vb0lg0JPs+Slp6ejf//+CAsLQ/fu3T3GvZAVU240GuHj4yPY7wmWPL5OGQyGfJt8RamNtiXyxG6RCQkJyM3NVWx7rQkLC7NpIbMHJXfNevXqSTJMs7wmtFrygLzkjampqUhISMCbb76prrCE3fjYPkXIyJEjsXz5cnTp0gVVq1Z1ystHCGFZJGwNRAG2uybHcXa5a4o76Li4OKSmpsouoJmRkSHJUKjFksfKzKlmAKbGkpebmyvJHKjFXVNt5quXXnoJFSpUEHQCJ06cQMOGDQFIn/XDhw8lkyTWs7POjsnLyMhQFCspKSmySyUoWfIcWT4BkM443rlzBxzHSVLxixHXm0GDBuHw4cOWd8tsNmP27NmCc6pXr27zurzgsn5Hnzx5gnLlyil+Tg5XWfKAvHps/X4riXp3xOQlJydL3IKs27EqVaqgePHigrjbAwcOSKzpagbjrFgQZ4q8f//9165rqUWtyLt3755kv9y6iHqitHwCj6clXlm1apXFzX7jxo348ccfMX78eLeWCZD3RAkKChLUU3tFnjMSrwB53kXWSeTyi8jT05KXmJiIBw8eMN0fWTjDVRNQtuRFRUWhfv36gvCNM2fO4O233xacZ4/IAyCZjCCch+YnvXnzZnz99dcYM2aMM8pDMBAPViMiIpipaMWIG5vExETcunVLcZabt8CxrADWcBynGL+Vnp6uSuTJWfJYA0W9LHmsQbWWJRTUijyDwYBatWoJOgHrTo0l8ipUqCDYp2TJ01vkKf2eAHsAzqMk8liuYIUKFWKWnyXyateuLdiOi4vDzZs3JclurMnJyZGs9VS5cmW0atUKW7dutewTz07aiscD8n7XiIgIgUByJK7JWTF5rCVL0tPTBfs9LSaP9R5ZT3wYDAa0aNFCsCTJgQMH8M477wg+o0acsdzb9BB5OTk5OH78uGT//fv3Jc9fT9SKvPPnz0v2uWKZB1tuvIDnWfLEz2r//v0eIfLkYsr1EnmJiYlITU3VnBSD5d1j3W/n17Xy9HbX1OKq6YykK4BtkVevXj2sXbvWsu/kyZOS88TjATL6eB52xeSJ4yII52JPPB7ADnQ+cOCAYJslFlnWPFYjJ5cdCnA88Qrrs3pZ8liDaqUlFGy5ayo1wnKdmtlstgRg8zx58kQy2HJ2TJ7ZbLa48ClZdQD17pqZmZm4cuWKZYDBEnlyHQxL5JUtW1biEnv06FHFsj5+/FhiZS5btiw6duyo+Dk1Ig/QN/mKq7JrAtJ32dNi8sTC0t/fX3K+eP2/AwcOCOLyzGazqrrBGsDqEZN38eJF2fsrtZmOolbksZadELdFzkBcPtb76WkxeeL7i5M0uQu5JYBsxbtaY8sl054F0dPS0iQu4WJLnjXuyuHw7NkznDp1SrWXiZLIE38HNSJPSzvgLEuenLtmcHAwwsLCJInuzpw5I2kP7bXkEa5Ds8jr2bMndu3a5YyyEDLoKfL27dsn2G7UqJHEPY01u8ZqDJVmo9QuoSDnrslK2qKXJc9WAgC9LHmAfKeWlJQkSRjB8tNXsuRlZGTIuk+q4erVq6hVqxYCAgLw4Ycf2pxdVBJ5vCB48uQJatasierVq6NmzZq4c+eOqjWdeFjiz2AwSGKxbIk8cZ0JCAhAkSJF0KFDB8XP2Uq6wuMOkaeHu6Z1nUxISFAc3LvDkseKxxO3T2KRd//+fcEEhdrJD2dZ8liumjzOjMtjvUdkyXMM8f0fPXrkEkFsCyV3TWscEXn2xOWx6ouSyHOHJe/kyZOoXLkyGjVqhPr166uK39UScpDfLXlRUVEwGAxo0qSJQLSZzWaJkYBEnuejWeR9++23OH/+PD7++GPs2bMHZ8+elfwR+mKvyDMajRJhJBZ5devWlVhPWLNrWkUey5LHclPS4q6plyWPJfKcEZMHyFvy5LLeiWf4lGLyAOVO3BaffvopLl++jOzsbPzwww+YPn264vnJycmyg0H+ey1atMjyHaKjo7FkyRKHLXkAJEu02BJ5d+/eFWyXKVMGBoMB5cqVQ9WqVWU/V5AseUajUeIybV2vbFlu3RGTp5R0hYePy7PGevChNiGRs2LylJKYODMuj9WusQSJuyx5+TEmj3V/T7DmyblrqhXJubm5ePTokWCfOMthQRV5P/74o6W9unz5MtasWWPzM0qWPDFqEq+Ix07ikARrnGXJCwgIYIoyPuFKYGAgXnnlFcGxvXv3CrZJ5Hk+mkUebz34/vvv0b59ezRs2NDy16BBA0tSCUI/7BV5gLRRFQuUWrVqqXKhYDVyWkWeI+6agYGBqrIs2huTp9ZdMy0tTXI9eyx5cm4qYsuckrsmYL/LZmZmJvbs2SPYJ+70xaix5P3zzz+C/dHR0cznLSfm1Iq8y5cvK4oOpTrTqVMn5mfCw8OZmTNZeKIlTzzAMxgMiu+yrexu7siuqUbk8XF51liLPLXCzBmWPI7j3GbJU+OuGR8fz0zk5Q5Lnhp3TRJ5bBy15D19+lTizi4WGvYkXxHXl4CAAEEGVU8QeeLYczV10hGRJ57QvHbtmuSerVq1kr2esyx5BoOB6VFjnVWzdevWgmMk8vIfmkXeu+++i1OnTuGjjz7Czz//jCVLllj+li5diiVLljijnM81jog8cYNjjZ+fHzp27KgqGNpZ7ppiS55cdk05S57Y/98eS56Pj48g25PSQIOVfVJPS54Ya2En7sAB+0XeyZMnbXZc4gyuSuvkJSQkICcnR9KBpqamSjoCb29v5gAbkBd59erVE3QgHMfhxIkTlu3ExETBO6NUZ+Ti8tRk1uRxtcgLDg5WFHl+fn7M9YaURJ7YkieuX3w2Xh53xOTJLcmjFJdn7xp5gPQZZGZmalpD7s6dO4qTJe4WeXLL57gjJi8/umsCniHylBKvWCMn8sRWOqPRiHr16imeowa5NfJ4XCXyzGYz/vzzT3z55ZeSOiceD6hZ/sYRd01xCMDNmzclk6EtW7aUvZ6zLHkA26NGSeRduXJF0L6RyPN8NGfX3L9/P2bPno2hQ4c6ozyECFaWQL1E3ogRIxAZGSkRImIrU05ODnOpBLFLnDUZGRmSNLmOJl4RW/I4jkNaWppAMNhjyRMLTS0iz8/PT9KRWaPVkifG+rvx63pZN6z2rpV38OBBm+fUqlVL0NGnpKQouocmJCSoEnl+fn5MwQrIu3H6+fmhQYMGAjfNo0ePom3btvj444/x/fffIygoCIGBgejatauiyHvllVcQHBwseXZq4/EAz3PXlMvYqPQuiy15DRs2FMzU5uTkICkpySK83RGTJ9d+ycXllS9fXnWdYE00iNsYIE80KrWj1thab85ZIi8nJ4cZnytuD1mumoBrLHlq3DU9LfGKp4o8RxOviAXcCy+8IBlX6OGu6S6R9/333+OTTz4BAMyaNQu3b9+21GF7RJ4jlrxXX30VNWvWlAg7a2rVqoWiRYsysws7y5IHsGPjrUVegwYNEBISIvhd9+3bZ1kDmESe56PZkhccHCxZJJFwHo8ePWJmCVSL3OAkODjYkgraVsMrNwiVWyMPcE7iFZaYsh6ccBxnlyVPXAaluBBWPJ6S9UfciCYmJiI3N1e1yBNbG/RaK0+tyLNGyV0TyLOeiQfpqampkvfH19dXVuTJWfIA6ULYR48exY4dO/D9998DyBvQ8B27ksjz9fVF27ZtJddXG48HsEWeOJGOWsQdJes9Dw0NVbTkyT1PLe6aL730kuTz1r+nK2LyxIMcOUueUlye+B2VE8BqLHms6ykhdtUUTxzEx8db2te0tDRcv35dsR1Vi1wbLW4PWUlXAM+x5LkrJi8pKQlnz56ViCKWyPREkafVXVMs4EqVKiXx3NBD5IknTWxNKGvBbDZj8+bNmDdvnmDdTCAvNpwnJSUFO3fulC2jmgk6R0Sel5cXPv/8c9nzjUYjSpUqJTuuc6clz8fHRzKhZj0RSCLP89Es8gYOHIg///zTGWUhGMhlCVSL3Lljx461NEa2Gl4tDRyP2pg8RxKvAMIGOz09nbmOm6OWvIyMDMsAXkvSFUD6/DmOQ2Jiomp3TbGo02MZhezsbJuJSwwGg2SAquSuCeSlWBaj1ZKnJPLEcXnHjx/H1KlTBftu3ryJ+/fv23RxZrlsOmLJy87OtnugLH4fa9eujSpVqli2W7RogcDAQEWRJydktIi8GjVqSK6jVuRlZmZaru3smDxAOS5PPKkjXiidh2XJCwwMlCSrcUTk9e/fXxCTBOQlXzlz5gxKlSplWbvRUYuVXBvtSZY8T43Ju379OqpVq4b69eujTp06gsW6Wfd/8uSJ21L/86h115R7fnqKPCWXbluWPKW1V20xc+ZMdO3aFf/3f/+HV155xfJMkpOTJQmOrCeunemu6evry5w86tWrl+y6ruXKlYO3t7dHijwAaNOmjWB7z549lt+cRJ7no1nk1a5dG/v370ePHj2wePFirFu3TvJH6AdrsKo2bghgW/KKFSuGjz76yLJtK/GKFn90HmckXvH29pZ0Ytadipxw0mrJEw80zGazpTHTKvJY7hBxcXF2W/L0EHmnT5+WPN9BgwYJtsuXLy95d2xZ8uREHsuSJydKlFxfxZa8lJQUQVwez44dOySDDbHI69Chg6Ae+fj4aBJ5rN/dXpdN8fMJCAjAjh078MEHH2D06NGW7G9K7ppaLXm5ubkSd+ty5cpJRJVakQf8r91wRUweIB+XJ35HixYtypw8YA3GDAaD3clXEhISJFae5s2bo0KFCoJ9169fx0cffWSZFDh06BB27Nih6h5yqBF5mZmZuHr1KvM8T7HkuUPkLVq0yBJndPPmTfzxxx827+9ua57cRKX4+TliyYuLi1OcfIiOjka9evXg4+ODd955B2azWbO7JmCfNS89PR3/+c9/LNs3b97Epk2bAOT1Q2KvCr5cOTk5ku8UExNj0wtD7UR30aJFmeMzb29vfPbZZ8zPVKxYEQDbQ8vf3182fl0PxOMTfo08a8RxeQ8ePMCNGzcAkMjLD2gWef369cOdO3ewceNGDBs2DL169RL8vfHGG84o53OLI0lXALbI++KLLwQNh63EK/ZY8pyReAWQun9YdypyIs/WOnniMrDKyXf2WkWev7+/pOONi4vTzZJnT0ye2FWzZs2amD9/viBd8tixYyX3TkxMVBSVai15cu6aoaGhzOQhPJGRkShXrpzscZ5Vq1ZJ9okHMCVLlsTYsWMt2x999JEmC7mfn5+kM9RL5Pn5+aFs2bL48ccfMXv2bEu59LTkPXz4UDKDzhL2vPukmgQk/DvtCkseIB+XJ64TwcHBzNlwucGTvQuiHzt2TLDt7++PevXq4cUXXxTs37Fjh8TiZyvTqS3k2mhr8Xb58mVZ19CUlBRJEiu98dSYPPGzt578yC8izxnumqzzrJk5cybOnTsHs9mMpUuXYvv27TZFntykp1Y2b94s6Yv4OnX69GnJ+Xy5WP2lyWSytF1msxk///wz+vXrh5UrV1rO0SLy5Ojbty+zHeIngVhju+LFi2ua1NeKuA/j18izpmrVqoiMjBTs4zNzk8jzfOxKvEK4DkdFXrVq1QTbZcuWxXvvvSfYZ8td0x5LHmtG3dHEK0Bep2Gd3ckeS55cB8nDGjBnZGQgLCxMs8gD8p6v9WAhPj5e1eyll5eXpGx6xOSJRV7z5s0RGBiIffv24eDBgyhWrBjq1KkjCRS3NeC6ePGiZB/LkifnrqnkqsnTuHFjm+u7iduoiIgI5oBy+vTpGDhwIEwmE+rUqWPz3mIiIiIE75yeIo+FniJPPLANCgpCsWLFZC15LGuWwWAQzIDHx8eD4zjNIi89PR0cxyEzM1MyKFUSeXxcnnU8ztGjR5kDzeLFi0uSnrAsefz51qi15ImTDtWuXRu+vr4Skbd69WrJZ+1Zj88auUFoRkYGsrKy4OfnJ+uqCfyvvVZTB+3FU901xSKefwc5jvNYkad3ds1SpUohODhYkmTjwYMHsm6G4vb+5MmTNmPyjEaj5B72iLzff/9dso9PenTq1CnJMSWRB+RN3oaHh+PPP//E8OHDAQArVqxA8eLF0bp1a9VjICWRZzQa0bNnT/z888+C/bzIY1nynJl0BfifFZGH5c1iMBjQunVrwTPfu3cvPvjgAxJ5+QDNlrzmzZvb/LPmt99+U221IKQ4KvJeeeUVi3U1JCQEK1askAwibSVesceSB0AyM8waiMolXnGlJU+NyLPXkgewn6+aOhEcHCyZVXPUXdNkMkmsCLxFhE9IwgseJddJuWuLyczMlAyU5Cx5agaY4rg8FuL3Tq7OGAwGVK9e3S6BB8hn2OQ4TlMSFrUizx53TblBszhjb9myZWEwGGRFHsuaJZ7djY+PZw6GbIk8XhiKrXiAssgzGAyoW7euYN/du3clA02tljxH3DWt4e8pFnmsd8PRmDilNpovl1zSFb3KYAtPTbwiJ/Kys7NlrZvuFnmOWPLMZrOk/vNWvNKlSwv2K1nyxILp7t27NmPyAMczbMbGxjLdm8+fP4+UlBS7RB7fdm/YsEGwf9euXQD0seQBeevhlSxZUrCPb8NYIs+Z8XgA0L17dzRo0ABAXtnHjBnDPE/ssrl//37k5uaSyMsHaBZ5WsjNzcXbb79tc+adkMdRkWcwGLB69Wrcu3cPT548YQ6SWZY864GIPZY8FloSr7CyawLSTkMPS564DH5+fhJx5YjIYz1fNZY81iDUUZHHyiDXrFkz1fe3B/Hv4ufnxxTSeok8MVrrjFpYIu/atWuoV68ewsLCMGnSJFVizx2WPPF7w7vtqBV5fn5+TJHHGgzZiskD8gajYpHn7e3NXNLAGtagVFzfeUueGL0teeI6zT9Tschj8TyIPHvcNXkrrzORE3lKngvuFnmOJF6JjY2VDM55kacl+Yq4XrAmWNSIPK0xeatXr2YuF2I2m7FlyxaJRd26rEqWPEA63uI/p5fI8/X1xS+//GL5vbp164ZXX30VgHsseUFBQThy5AguX76MGzduSNZK5BGLvISEBJw8eVJyHok8z8OpIg9gz1oS6nFU5PGULl1a1hIgbnSzsrIEHZy9ljwxjiZeAVxjyTMYDLKDY7HIEw/0WbBmLtV0bKxBqKMxeWJXzWrVqslaS/QSeeKZWkcseTVr1pR8tlSpUhK3ZGtcKfL+7//+D+fPn0dSUhKmTZsmiOuQQw+RpzXxirhO8J+Xi8ljzdCLJy8SEhKYA2Nbljy+POLlE4oWLSrJdCmGNSiVc9cUo3dMnrj94Z9P5cqVbX7WWe6afLnMZrPsQug8zk6+Yk/iFUC/SUY55ESekhUxJiaGuaaZq3Ak8YpYuHl7e1vaMi0ij2XJUyPybOUAsAXLVZOHX05HDP8by9UzOZHHt5N6iTwgTzA9ffoUV69exYYNGywTyuHh4ZK20dmWPCCvP65WrZpi/1u6dGlJAilWeAaJPM/D6SKPsJ+kpCSbWQL1wFYwtCstebbcNe2x5KWlpQncbtQMqlkzypmZmZJOwl5Lnlp3TVv7tFryWPF4chiNRkVhoRaxoJUTeXILoVvj4+ODli1bCvaNGzdO1hoJuE7kXbp0Cfv27RPs++STT2yKBD3cNR215PGTB2oteaGhocz3Wo3IY5WVZclTctXkYQ1K1SZecZUlr0SJEjYnTJxtybt165assNerDLawJyYP0MdlMy4uDj179kRUVBQmTJgg6A/sEXmAe615jrhrioVbZGSkJeGVuD7dv3+feX9WzP39+/cl/RrLEu+Iu+bt27clCY6sYVmXAHWWvOzsbElcNV9n9IjJsyY0NFSwTA6QN7kstuY525KnhRdeeEGwLV6bECCR54mQyPNgWA0sKwOWo4SGhkpmzK0HLM4UeSxLXm5uriS+S01MntJMtHVnZ28qb9Z6OvbE5D169EjVwEWNJU+LyMvNzZXE4ymJPEAfa564E3ck8QoAfP3115bOsHfv3njvvffw8ssvy57vKpF39uxZSQzPkydPMGnSJMXruMOSJx782SPyxKJcTuSJy+3l5SUpl54ij2VNYF1LrSVPrYVLzpJnMBhsumw625InTrpSokQJSdIFT7DkKWU2doTvvvsO69evx927d/H1119bJmOysrIk9c8ZIo/jOGzYsAHff/+93QmarHEk8Qor6Qrr/6xzebKysiQukzk5Obh165Zgn97umtbLW2hBTUzew4cPJZ5nzrDkKcG7bvIo9WuuRtzes8ZDJPI8DxJ5HozYdaBEiRK6WFbEeHl5SSqw9cBcD3dNg8HAbABYiVeUrAH2WPIAYeNuawkF6/vxsESer6+vKmEi7tTEHaEcesfknT9/XjKYdIXIY1ny7I3JA/IygN28eRMJCQn4888/4ePj4xEiT4558+YpxkN5QkyeXpY8cd3y9fVlulyyBqP2iDxxTF5sbKxkhlmrJc9edzI5Sx5gOy7P+vlmZ2dj6tSp6NSpE5YsWaIq5MGWyBMvDl2rVi273VLtxZ6YPEAfkSdOxsFbg1ji2hkib+bMmejRowdGjx6NunXrOvyd5NoMVkyeeOJJXD+s2zGxtUacoIVHTiyJY/1YIk/cp6gNOeA4TiLy3nzzTVWf5X9nJXdN8XgLcL3ImzRpEjp27IiyZcviyy+/xEsvveTQ9fREjcgzGo2uKg6hEhJ5Hoxe8XhqUFpGQa0lT2kWJyAggLnei3hAm5uby2yIHcmuCQg7EltLKADs9ZrEjZraNWzEz/bmzZs2PwPoH5MnXgi5QoUKNoWKUoZNcZYwOfS25AF5bpvW55crV0728+4WeWazGR988IFspj5Xumvyg0u1MXnp6elIT09npkZXE5MnV2a9RB7Ls0HsARESEiJ5BwoVKiT7zOx1JxO3P/aKvAULFmDKlCnYtm0b3n33XUtqeCWUBqGJiYmSJTMqVqwoqS+utuSx3g2j0ShZK1MPkSe+N/9bsYStWpG3b98+jBgxAp06dcKUKVOY2YV5fvzxR8v/nzx5YllnzF7UumsC0u8ujiW0rmcslzzW+phqLc96iryzZ89KJitGjRqFqlWr2vxscnIyOI5TdNdkeU7x74LaNtpRkVeyZEls3boVd+7cwcSJE526Rp5WyJKXPyGR58FYL8oKOFfkKblQqJ3FUhr0yg32WAKLNdjgB2T2WvKsB7V6uWuq9ZcXP1u1C/zqbckTP1dxh662DDxqFiYH9I3Jk8NgMEhiHIC839bRjlcOtSIPyLMc/Prrr8xj4gGEXEdpj7um3OLSai15QN6g0N6YPGeLvJCQEJvW5pCQEJQvXx7t2rWz7BsyZIhsUhe9RJ7187GVfMV60Lx7927BMfE2C1uWPHGG6/Lly7vckqem3TUYDJLf05511MSI65gakWernb527Rrmz5+Pbdu2YerUqZg7dy7zvEePHkkEhJyFTC1y3ihy8a7WsBIc8bD6hMePH0v2qRVmrJg8e0XeiRMnBNvlypVD48aN8corr9j8bE5ODjIzMxVFnpwlLycnB7m5uYL9cglRnNXXeAIk8vInJPI8GHGjw0qxqxdKLkpqLHlGo1FxkC432GPNiLHEmpy7ph6WPHvdNdWKPFZiGzXonXiFNVC3pww89oo8Pz8/5vvg6ELMrIF0mTJlnDYbWqRIEYnVgadmzZqSbGQzZ85knusOd025mLzChQvDx8dHcOzZs2fM7JpqYvKcLfIA23HK/Du8ZcsWrF69Glu3bsXs2bNlz5fLMKpEVlaWxPJj/Xxee+01QX0Tx95kZGRYLEHi+qImZsmWyBNb8liWb2db8tS4awLSyUxWSnytaBF5GRkZMJvNkt/TVqjE/v37mfvF4gRgJ63QghZLnhaRFx4eLml/WILUEUueeJ9akSeuBzVr1oTBYEDTpk1VfT45OVnRXVM8qQ7k9a+suiXX94sniAoStkSel5eXbH9IuA/NIs9WfIB1JfL29sb+/ftVpZAmpHiKu6YaS15oaKjsQBNwzJLn4+NjGXgqzT4705LHcte015Kn9rjeiVfsEXlK7prFihVTFbMnLiMfpyV+xo6KPJYlz5kTI97e3rIzuj179pTM7P/777+4du2a5FxnLoaudQkFg8EgETkskac2Jk9uYMwSeUqDTyXEcXli+HfYaDTijTfeQMeOHRWFv7g+JicnK7riAey2x/r5hIWFYdeuXRg4cCAmTZrEtOryfaf4Wmoy8Sq10U+fPpUk0PAES57c+xwVFSXY1kPkie/N9zFy35l3U7amSpUqihN2rCQnAHD8+HHJPkdFnrMseQaDQVVcnlphpmaiUu215PovLSJP7l4mk4m5JEBqaipzkpvV9wcGBiqOgfI7YpEn/j3IiueZaBZ5rVu3lm2gTp06hbp16wr2NW/eXHYAQijjSpGn5KKkxpIXEhJiV8wQaxAoHtRYX9dVljw93TVtWfKqVavGHHSqcdfUEpMnFs+OWvJCQ0PtmrnkO4MWLVoI7lO/fn3N17KmQoUKksBvZ9YZQN5ls0uXLnjttdckA6YNGzZIzhXHvMiJPB8fH1kXQ70SrwBsS5YakZeUlCS5ridZ8tTCeqdtWdNYx8WTFo0aNcKyZcswdepUZtvBP2PxtRwVeRcuXJBMzrrDkqd2AkDsISB2NbUHLZY8IO99FIu84OBgzJgxwzLhKLZayLl3six54nddK3J9mLe3t+S5ahF5gLrkK2r6ncDAQGYiDr1FXvny5VW5ziuJPADM5FgZGRlM8c6a3CvIrpqA7UlYEnmeiWaRd+XKFdSuXVuyHtScOXPQtGnTAm2udiWZmZmSxtWTLXm2RJ4j7prWnxULk/T0dJhMJmRkZCiKUa2WPFe6a5YoUUJ19j/xvqysLJtWBh693TVDQkLs6tj433zBggXo06cP2rRpg82bNzs8GeTr6yuZZHKHyIuMjETdunXh5eWFrl27Co5t3LhRcr5aS57BYJAdGOvlrgmwM2yqEXmANH5HrchLSkqS1Hu9RJ5cFk05bK0bykJc9uDgYMVMc4GBgRKR4CxL3qNHjwTbYWFhKFy4sO6WvOTkZLz11luIiorCqFGjBCn2OY5TLfJcYcmzR+QFBgZiyJAhePToEW7duiWxxrISteTk5OD06dOS/c5y1wTYGTZ5OI7TReSpcdeU8wKxV+SJJyF40SHnssmqX0r3kqtDrAkcVt9f0EWerZh5EnmeiWaRd+HCBVSrVg3t27fHlClTEBcXh+7du2P06NF47733JOtwEfaxc+dOQbCvwWCQxPjoiVLiFbWWPHvcNb28vCSDIfGgxvq6rI4jJSXF5kBI6xIKerprGo1GRbEUFhbGDHhX4+oCyLsJidHbXTMkJMQhS16pUqWwcuVK7N692+ZSDmrp37+/YLtbt266XFcOlsjr1KmTxeLWvXt3wbHjx49LhJBakQeoF01y59ty1wTUizxWpy8eEKotLyvpgR4ir1ChQprjRHx9fSXvva24PKXlE1gYDAZmEinWZJUaC5uWZW54S5nelrw5c+Zg5cqVuHv3LubOnYu1a9dajmVnZ0usiZ5uyRNb5vg+oVixYihfvrzkHWZZ8i5fvsxsn53lrmldTh7r+6elpUmehbMseWpFXnp6uiSxCQul/kss8ooVKyZx41aKyVOCNcHzPFrySOTlTzSLvBIlSmDPnj2YMGEC/vOf/6BUqVI4dOgQ1qxZg7lz59IPrRN//fWXYLtZs2YOxywpoZR4xZmWPEA6qNViyQPYVgAx1oNae5ZQcMSSByjH5YWHhzNFnhpLHqA+Lk9vS15oaKhDljxnMGTIEMyfPx/vvvsutm/fjtq1azvtXgBb5HXu3Nny/xYtWkgGO5s3bxZsaxF5Wi15rPcYUHbXZIk81hIKAQEBkvKIrUZqY/JY1hq1EwhKMXn2rvOoNcOmUmZNOVgij9WOqbHkqV3mBvifiNLbkrdr1y7B9qFDhyz/Z/UhamPyHj16pOn7sRDfPzU1FSaTSbMlT2mbZcljuWoCjok8juMUXbyVFkRnuYmK67urLXmAuj5MzpIHAD169BCMPXv16sVcbklLeAOPeILHaDQyx2Ik8mjs74nYlV3TYDCgSJEi8PLyQlZWFkqUKIFq1arpXbbnlqysLGzatEmw74033nDqPR1dJ89eSx4gHQiKG3PrzwYFBUnikpKTk3W35InLm5iYKLmHFpGnNOgLCwtjrjnH6gxZFht7YxrUTBo4w13TmZ2Bj48Phg8fjsWLF+O1115z2n14xCLPz88Pbdq0sWz7+vqiY8eOgnPEcXmutORlZ2cjJydHMiDVGpPHD+DE77VY5Kktr9haEx4eLsnyKYeSJU/JEq2EVpGn1ZIHsNf8ZLmGOequKaZ8+fIA9LXkmc1mXLhwQbDPOqMnq3xq3TUBtqVXC6w+LDExUZPIE7/LclZya+REXnx8vMCdlXV/uX6XtW6dkrumtcgTCxZfX1/JxKFeljy5SURWn6JGNCpNUpYpUwZbt25Fjx49MGbMGEyfPt1pIs/f35/53UjkkcjzRDSLvJSUFLzxxhsYPXo0hg4dilOnTgEAGjZsiOXLl9tViPPnz6NTp04oU6YMAgICEB4ejsaNG+P333+X/QzHcWjWrBkMBgNGjhxp1309lV27dgkaI4PBgJ49ezr1nqxBDe9eoza7pr2WPHFnr2TJk3Nz0tuSJ+74+PfcGmdb8lidodFolIgAZ1rynOmuWRBo0KCBYLtjx46SQZbYZXTv3r2aEwHxOBqTB+QNMMWuc0rumo8fP5YMePl3Ryzy1Lprij/35MkTwbZaV01AWeS5y5Jnj8iTa8eysrJsrtlmj7um+P5ZWVl2W8yio6MlA2h7RR7LFdgRl03WOmdA3m8mJy70suSxMmsCeeMXuXdq0qRJCA4ORkREBLZv3y45znqWai15rHg8cdIvlsgTtxeOuGuyvFHUXM/WJGWbNm2wbt06fPPNNwgJCWEmabPHXVP8zPz8/J5LkSe39BFPQerXCxKaRV69evWwa9cu/Pnnn5g3bx7q16+PM2fOoHv37hg0aBDeffddzYVITExE6dKl8d///hfbtm3Db7/9hqioKAwYMABfffUV8zM//vgjbt68qfle+QGxq2bTpk0RGRnp1HuKB10mk8nSOeiRXVMvd03+XtY4asljDTbEmR7Fg1Bvb29N69/ZsuSpddcE7F8rz1WJV2ylkXamu6arady4McaMGYPQ0FA0atQI3377reScDh06COJOs7OzsWPHDsu2q0Uey2VLyV2T1c7y7454MK7Wkme9MDkLLQOm0NBQWUumXpY8WzF5erhrKrVjtto3eyx5cq7vLJKSkhTvce7cOcm+6Ohoi7hiiVSldefEcXmOJF+R678SEhIcctcUv9tZWVkwm82W7eTkZFy9elW2XCyXzQcPHuCrr74Cx3FITEzEuHHjJOewvo/axCtqlikR90WZmZmS988Rd00fHx/Js1Mj8rRmhxbfPzExUdOSQzxiMf68WvIA5ckrEnmeiWaRFxwcjDNnzgjcBwMDA7F8+XIsXLgQf/75p+ZCtGjRAj///DP69++Pli1bonPnzli5ciVeeuklLFy4UHL+nTt3MH78ePz444+a7+XpZGVlSTLwOdtVE1BOG+5qd02lxCuA+hlwa5QseaxBdYsWLZhuQzzFixeXTWfPQi9LHmDfWnk5OTmSBADOWkLBlut2QeoMDAYDvvnmGyQmJuLEiRPMBeJDQ0PRsmVLwT6+jnMc57C7plLWTdb5LMFi/U6J30WWxUHOkidGrlx16tQRuLWK0WLJMxgMsnF59oo88YDNFe6aSu2YniJPzpIHsF02P/roI4SHh6Ns2bKyC36z0s+bTCaLZVdcPuu1T1mI215HLHnOEnms/s5azJ46dUpxXWGWyLty5YrgM+JtwLYlTynxihqRxwodEFvoHbHkAdozbGZlZUm+t1aRJ054pRZy1/wfSiEeBalfL0hoFnnHjh1DxYoVmceGDBki64NuD0WLFmV2BMOGDUPbtm3Ro0cP3e7lKezZs0cyS+ZsV00gr0EUZ6HjBzaelHiFv5c1zrDkeXl5YciQIbLX0+KqCdgXkydnybNH5LEGM86y5FWvXl3xmgXJkqcWscvm1q1bYTKZkJOTIxnEabXkBQYGyi7urcaS5+XlJbhuw4YNFTtzb29vy0DS1mLzSvX+008/lT2mReQB8i6bertrms1mTJ48GS+++CL69u1raXf0suTJrcenl8gzGAyW38zf31/yronbicOHD2POnDkwm82IiYmR/c1YIg/4n8um2uUTePS05Mk9G1siTy67Jg/r3bb+jJyrJg9L5IkFRU5OjqT8LNHqiLumGF9fX0n2SLHIU2PJU+pfxO++LZHH+p1sxZSL78GKLVQDWfL+B1ny8h+aRZ6tAVqNGjXsLozZbEZOTg6ePXuG+fPnY+fOnfjss88E5yxevBgnT57EvHnz7L6PJyN21XzllVeYVh69MRgMkgosZ8ljrf9ky5KndExL4hVA3Qy42MqmtE6e3Dv99ttvy6Zf1yrybFnyqlSpIhB6tWrVUh3TYE88A+BYTJ7BYEBQUBCzY7PVBjyPnYF4vbzExEQcPnzY5oBNDGtwrLS+oNFolLzD4sFlUFCQQCT6+voqLj0RGhpqOb9Zs2ay5wHKIq9NmzaSdQ159BJ5eide2bNnD7788kvcuHEDf/75p8U9N79Y8l544QXB+2Ur+cqKFSsE22fPnmXeS07k3bp1C4DUXdOWyPNES574XWb1adafsTXhzXKbZlnZxWVkfR/rNtVRkQfYTr7iakuePf2X+P4PHjxQPF8Osch7XmPyABJ5+RF16ctE5ObmYvv27bh69aqk8TYYDJg4caJdhfnggw+wYMECAHkvzNy5c/Hee+9Zjj98+BBjxozBzJkzmZYPJcRB5fxMlMlkUr2YtF7w9xPfNzs7W+Kq2bNnT5eVLzw8XNAJPH361LLQuDWlSpWSdLqBgYGK5fT19ZU9biuRiJ+fn+CzYpGTkJAgaYhLliwpaNSTk5Mt1xB3kt7e3syyFStWDB07dpSkvOePafld1HR4K1euxMSJE+Hn54cZM2bIXl/8/ZOSkmyWRdy5e3t7K/4mPHKDsZCQEOTm5koG415eXqhatariNb28vHR/p+XqlKdQokQJ1K5dW5CB8J9//mG6thoMBtV1BbBd9wICAgR1SrwUSKFChSSf7969O5YtW8a8XmhoqOX8xo0by94XUK73APDxxx9jwIABkv3h4eGafku5mGVbz0YO8SAuNjYWJpMJ+/btE+w/ePAgTCaTROSFhITYvK+4HicmJsq6hT579gwmkwmpqan44IMPsH//frRt2xbz5s1DYGCgzcQsPOXKlROUKyQkRPA+xMXFWfpEk8mEdevWCT5vNptx+fJl1KpVS1A2OSvJjRs3LOW2JiAgQPH5iN1v79y5Y3fdlhMQrKyxPMnJyRL3dnE/xPIy4vsZjuMkljxfX19BZszHjx9LvpO4bgJ5v4n1pAOrf7TO1MmKd+PvI75+WFgY87lGRkYK4izv3r0rOE+NJS8oKEh1H5aYmKj4+7KSn8j129b3t8ZeSx7r3l5eXmjWrJllmZDSpUujUqVKiuXx9D5KDUrC2mg05uvvxlMQvoM1mkVeXFwcXn31VVy7dg0Gg8HiamQ9E2yvyJswYQKGDBmCmJgYbN68GSP/X3t3Hh5Fff8B/D2b3Wzu+yAJCUdAkPs+RDQI4QhggWrRVqtRpNVSSxUUjxYQFapoPREFVBREioDPrwhCKgi1itweCHgAiiBSwhWOQI75/ZFnt5mZ78zu7H28X8/D87CzszOT3fnOdz7z+R4TJuDcuXOYNGkSAOD3v/89OnfujDvuuMP0tmfOnInp06drlq9bt87lQBH+UlFRoXi9bds2Yefi1atXB+R41E2+Nm3ahMTERM2Tf9HT+T179hhe+Pfv36/7d7ian+mnn35SfFa9/hdffKF5KqquRI4fP47Vq1ejrq5OM9Lap59+qlsBdO7cWRjknT171tTvovck2mKxYNOmTc7v/p577gHQMGS43rDh6kp+586dLo/liy++ULyOj48XjtymJhquG2i4oDv22adPH+cNTf/+/Z1P7/V8/vnnbg+Pb5a6TIUS9d+8fft2YfC/adMm3YcCoiCgrq7O8PdXZ/K2bdumeC1JkubztbW1SEhIEI4YKMuyYv2ioiLdc/W7774zPLaEhATk5ORorjGHDx82Vb70hv9XXzvc1XhkyMbbUWdnvv76a6xevVpz8/zNN9+43O+hQ4cUrw8ePCicOBsAPv74Y2RmZmLVqlXOfu+LFi1CamoqSktLdZt5qlmtVsPj+uijj5zX9507dwoziEuWLFE8QFNPnaA+7tWrV2sCHlfnrPp8+vnnn7Fy5UqPmnqrf0uHrVu3Cs9voGESc/U5uXfvXs0xx8TEKOqTiooKfPfdd/j55581dVL79u0VgdP27ds129uxY4fmWNasWaMY/Eg9mEtMTIxiO+q6rHEZ/OabbxTvHTt2TPg7qOvIzZs3K9Zz1UcVMK7z1Q8ltm3bZng+qM+xuLg4l+VLXeeqy1Z8fLxbD0fUZdtR95eXl8Nut+PSpUu4/vrrsXbtWpfbAkK7jnLF6F7txIkTAbtX9Se9a0K4Mn2n9dBDDyEuLg7ff/89mjVrhk8//RQZGRmYO3cuVq1ahX/9618eH0xRURGKiooAwDm31AMPPIBbbrkFGzduxPvvv4+PPvpIc6JdunQJp06dQmJiorApoWM7jhtooOFJVGFhIQYPHuxxkx5P1dTUoKKiAqWlpYrjVX93ffr0wW9/+9uAHdfcuXOxb98+5+uioiKUlZXhgQceUKzXsWNHfPXVV4plgwcPxk8//YTZs2cLt92jRw/NfGEOr732mrByc2jfvr3is5s2bVJcUNPT0zXnRKdOnbB3717n69raWpSVlQlvogYPHqw7yMqQIUOwcOFCzQ1Z3759df8ekYyMDOFIsZmZmRg+fLjb2wEamvQ2vmnKy8tzeSzqOZkcWUpXZFkWPqHLyclxfn7w4MFYsWIFYmJiMGrUKPz444/405/+pLvNfv36aQYi8ZZemQolb775JrZv3+583bRpU/Tr10+z3ogRI3T7Y65atUoz+EVubq7hb5mamqooH+on3HrnwujRo7F48WLN8sLCQsX6a9euxUsvvSTct1G5dzh06BAmTpyoWDZo0CCUlpYafq4xSZKEx9CzZ09T5dQhLy8PU6dOdb4+e/Yshg4dimeeeUax3okTJzBkyBDNdWXIkCHo1q2b4T5OnjypGFgsJiZGt3mro4wvWbJEsfzSpUsoKyvTBPKZmZnCG/H+/fsrvo8XXnhBcePvuObX1NQIR4oFGm6wG2+j8XVWrbq6GmVlZZoHgBkZGYa/y7lz53D33XcrlrVt29ZlKwERvWaTRgNn5eTkaL7Tfv36aY45ISFBkSns3r07+vbti3feeUexXlZWFoYPH64I8tTfIwDhNFQdO3bENddc43ytPkeSkpIU2/nqq6+wdOlS5+vU1FTn++rROq+66irh77Bz505FHWu1WhXruTMY21VXXYVhw4YJ33vrrbcUD5tc1WHqJsLu1F+XLl3Cc889p/t+Xl4ejh8/7jIrqd53QUGBc9+/+c1vDD/bWDjUUa5s27YNq1atEr6nrhfClSfTbIQy00HeBx98gKlTpzqbS1osFhQXF+PJJ59EdXU1Jk2apKmIPNWrVy/MnTsX+/fvx5dffona2lr06dNHs968efMwb948rFy5EqNGjRJuy263C58C2my2oBU49b7VgZN66HV/U7eTr66uhs1m02RzRIMtZGRkGA4AkpSUpPu3uMqkqj+rHtSgqqpK8yRffYxnz56F1WoVzpeUnJyse2w2mw233347pk2bplien59v6rfR68OXnp5u+jdWP5Q4f/68y22IRtZ0d7/JycmaTEHjz9tsNkVl56o/ktHDGG8Fszy7ov7dqqurFUOuOxiVFVH/O1ffp/qmUH3zr3f+jx07VhjkpaWlKda/5pprdIM8o7/FYdy4cZgxY4bzuGJiYtCpUydTv6PeQxr1sbpLPcl9fX09zp8/r+nXU1tbix9++EHzECUnJ8flft25jjV+z2azabJDjrKvvhHNy8sTBnmtWrVSHJe6rDr2c+7cOWzZskV4LPv27VNs4/PPPxeuBzRkc0QPiRISEgy/n7S0NGRnZyv+3h9//FHRTNRdoms+oM2kNnbhwgXNE/2UlBTNMcfHxyuCvEuXLsFms2mul+o+10BDOVRvT5SRPXfunGI99blmt9sV7xvVD+pzokmTJsLfwfGw3eHIkSPO9S5evKi5J1A/SAIazm+931jd7M9VHaa+t3Cn3nQ1+FFycjKsVqvpm/r4+Hiv6phQrqNcMep3GBcXF7Z/V2OR8Dc0ZnrglR9//BHNmzdHTEwMLBaL4uZx5MiRPk1Fb9iwARaLBS1btsStt96KDRs2aP4BDf1HNmzYgCuvvNJn+w4GdTMMV6MU+ppeh231DYRokANvplBw1QTHk9E11ZVUbW2t7mS/rvZ/2223aZ76mp23UK/CMTPXnoPZTuuAZ3Pk6e3P1ef1slAO0dpBW12+zp49q7lZkiTJsCmr2YFXAG35cdW02UGvlYP6tzcafMWo3DskJiZi6dKlSExMhNVqxcMPP2w4wbmIvwdeARqafIsGbxA1V/TXwCvq+TodZV8U5ImoR60UHQPQkDHWy9aoH0bqDboCNAQVojn2XA28IjpWT0fY1BuUxmh77oyuKVrm+Iz6oVpSUpKm/7I7o2sCrgdeUX+XevV4fX29JsjzZOAVUX0jGmzLnwOveDNoWONjMDuAGuDeuRupjK5rkRYcRQrTmbysrCxngcvPz8eXX37prORPnDihecrkjvHjxyMlJQW9evVCbm4ujh8/jmXLlmHp0qWYPHkysrOzkZ2drfu0tqCgACUlJab3G0pOnTqlmcfF1XxjvqZXOagrlTZt2ij60RQVFSE7O9twHhoz8+S5+qw7N0eiebPOnj0rrPBd7b+wsBC333475s2bB6DhfOvfv7/hZ9T0Lo7u3AyqiSZ5dcWbIE9UWRpVoLGxsbBarbrXAgZ5Dc6dOyecI09vOgRAfwoFI66CPL0g0W6349prr8WiRYsUy9XnTk5ODtq1a6e5+dc7XpGBAwfizJkzqKqqMnVuOqSnpwv7EHo6hUJCQgLi4uIU14t9+/YJrx/qIM9isbgVXKr/zjNnzugG+I7rm7p/kNkgzzERuoPe6JqNm/upOQZTsdlsuHDhgmFzTaChb5QnQV7z5s0V2URPR9g0Gl1Tjzuja4qW6QV5iYmJmmkJ3A3y1JkmV6ND69Xjp06d0rQccDfIO378OC5evAi73S7MfHXs2BH/+c9/FMuMyrHZIE9dx7maPgFwHeS5ejCtJxqnAHLgPHnhx3Qmr3v37ti9ezeAhn5zjzzyCBYtWoR//OMfePDBB4XNKV3p27cvtmzZgj/84Q8YNGgQxo0bh6NHj+LNN9/EE088YXp74UidxbNarbrzEfqLKNMAaCuV5ORkvPbaa2jVqhVat26NBQsWwGKx+GyePFefVV+8jx07pjlGUZBXVVXlciJZPS+88AL+/ve/Y/Lkyfjoo49MX9BiYmKEF0hPMnl6w7sbEQ3o4y7RjbJRBSpJkmE2L1orSfV3ohfkGRGVI1c3Kur31TeSRr/Vddddp1kmOnf0HrK5k8lzsFgsHgV4QMM5p9fCwNPtqcuZXsZK3VwxLS3NsL+X3rHV1dUJh9UHGgKSmpoaTVmvqqpCXV2dpjmkurkp0HBuqZfrPTAzGkSipqbGObjSl19+qQgcJEnSBA7fffedJivmznnhq0yeO/3H1E6ePKlp5ulOJs8RGLoT5J05c0ZRH8my7FEmz90gT7Rtval9RNM2HTlyBIA2ILNYLGjbtq1m/XDN5LnaNjN5YgzyQpPpTN6ECROcF/gZM2Zg8+bNzsFBiouL8eyzz5o+iPLycpSXl5v+HADNRMLhSv0UvHXr1gFPf7ubybPb7SgrKxN2QtfjTSZPvV31RViUQSwoKFCM/gr874aoMZvN5tYNWWxsrGZwCLMyMzM1wZYnmTxPgrxANtcEGgIHvQxjtFYGoocoZoM8XzTXVGdYjYK8IUOGIDk5WXETJrp5KikpwZw5c1zu25+aNm2Kr7/+WrHMm0G1MjMzFc3U9II8dSbP3Qc3ZsrgyZMnhZmfqqoqYRAjyuS1aNFCc60TZfKWL1+uCBrtdjsSEhIUma+vvvoKbdu21XwnrVu3Rn5+Pj788EPnsv3793ucyWvM00yeu3MINiYKtkX1mzeZPMd+HA8kG0910Jg6c+aquaZe4KkO8hITE3XLZ1pammb0ycOHD6NFixaagCw5OVnYysooi+7tZOj+DPLatWuHTz75RPdzDPLEorVeD3WmM3mDBg1yzl2XnZ2NnTt34rPPPsPnn3+OPXv2oE2bNj4/yGigDvIC3VQTEAd59fX1mopH7yLnaSbPbHPNdu3aKW5WRIF+RkaG8Kba3YnQ/UF08xeoTF4gm2sCxoEDM3kNPMnk+aK5pqvjUu9v7NiximXdu3fXrKfXLy+QN0Si7L2nzTUBbTnTC/LUw/27++DGTAB68uRJ4Rxqeq0T9II8NVEmTz0yZFlZmWbSekd9pf5OunbtqmkS6mmQZ5TJM/Nw15NMnrtBnruZvKSkJKSlpWlG7Gy8H1GmDdBeuz1trqn+m4wG0ZAkSbdfnjroTE5O1tyv5OfnG/YtDkRzzYSEBMMHuCkpKbpBnhEGeWIM8kKT6SBPTZIkdOzYER06dPDb3FfRQN1c05Ohor3lzk0ooH8janSzafSe2SZqubm5GDp0qO76jtEGRRWJq6eg/iRqGuOLTJ6oaZGarzN53gR50VoZuNsnz4goYDObyTP7+VmzZmH48OEoKCjA/fffL5z+Ijc3V9i8PNCZPDVvM3mNuZr/0cHdMm2z2dz+fk6ePKkZdAUwF+Spgy9Ae7NcWVmp6Vs1duxYzY2vo75qPCUAAHTp0kUY5KmbtLoTfKuzQ5WVldi4cSM6dOiAtLQ0TJw4UXdewcY8yeSJPuNtJs9isRgOvqIX5LnK5LkK8i5evIi6ujrN9tXHoqYX5Ikyea1bt8aNN97oXHb//fcbbjsQzTUlSXLZZNSTIC9aH1ICDPLCkcdR2e7du/H9998LL4Zjxozx6qCiUahm8kRBnl5gZBQw+TKTBzQM1qM38abjQqQONM6ePat5AhzIIM9fmTxZlnHq1Cnd/hVAaAV50VpJ+qu5pj8zeQCck3C70rt3b8Wkze7s25fUQZ4kSS4DWCNGmQ4jZsp0amqqWxMyX7hwQTjh/NmzZ4Wf9zSTJxo9tKSkRNNa4KuvvkJdXZ0meOvSpYtmQJMdO3ZopgYQzQ+pJpqqZ8iQIc4y8+yzz+K9997DwoULccUVV+hux5NMnprFYhHexOpl8tRD/jvOw5ycHEWw7k6Q5+3omkBDXa7evqvz291MnqMuWLx4MSZOnIjk5GSXD6n1gjxZlrFgwQIsX74cvXv3xoMPPojY2FiPMnmOY9PrNpCcnCzsu+rq2KM5kxcfH4/Y2FjNqNAAg7xQZTrI++6773Ddddc5L+7qm2ZJklxmFUjp3Llz+P777xXLgpHJEwV5ZgYqsVgssNvtwkrVlwOvAMDw4cORl5cn7I/nCPJEFYk62xzIgEMUhPkiyAMannKbCfLcrSQBcUDnTp88PdFaGYRjc00zevfurZlXL5hBXnJysuFIpa4YlScjZrLzKSkpwgydiGgUS1mWhXOriW5e3cnkqbVo0QK5ubmah4579+7Fjh07NBmrrl27auoyUV+wkSNHGu4XaDjX1dd4dXn59ttv0b9/f9x333145JFHhP3YPcnkqcXHxwvPJTOZPACGI2y6m8kz21zTcTy+CvJEmTyg4d6vV69ehttUf8bhzJkzkGUZGzduxB133AEAeP/995GVlYUJEyZ4/JDSVSavQ4cOSElJcX7HXbt2FZadxqI5yJMkCenp6cKm49Far4c60801x48fj6NHj+Lvf/873n//fc28devXr/fHcUY0deUtSVJQ+ja6k2kAjC9yejecvhx4BWgYffS2224Trm+UyfOkb4iviAI6T5prxsfHu5zgWi2UMnnRWhm4U75cfTeeNNd0FQR6k+1qTD0SZ0pKiqmHCd7q3bu34oa3b9++Xm3P0yDPbCbPXXpTFaj7WtlsNmcfsMZEdYqr/ffu3RuAtmVJdXU1HnroIcWyoqIi5ObmCoPJxn7xi1+4fc7pTZvUWH19PWbNmoUbbrhBOG2LLzJ5emXIzOiagDbI86RPntmBVxzH5e9MnhnqOqWurg7V1dVYt26dYvn7778PwPP6y+jYUlJSkJiYiLfeegudOnXCFVdcgQULFrh86BWtLVEc9K7p0VqvhzrTQd6WLVvw97//HXfffTdKS0tx9dVXa/6ROer+eC1atAjoE3AHbzN5gPgmVJIkw8940lwTAG6//Xbh01WjTF4wB17xVSZPtK1wCfKsVqtbo5lGIvV3cv78edPnYyhn8vLy8jB9+nRnmfzrX/8a0BGCs7OzsWjRInTq1AmDBg3C888/79X2ApXJc5e7QV5cXBwkScJdd93lXDZw4EBhFwBXQbhjSqTs7GzNtaqiokLx+tZbbwXQ8L0Z9bn79a9/bbjPxkRNTAFxOVmxYgXGjRunmQvOF5k8dx9eusrkedInz+zAK6KsYyAyeWaIPlNVVaUZQfbw4cOQZdnjlijuTOMwfPhwfPbZZ/jPf/6Drl27urweRnMmD9C/vjHIC02m77ays7M9nsuIxEKhPx7gXpBnsVgMB9gRVYaOmw49njTXBBpuAEpLSzXLjTJ5wRx4xVeZPEBbQRsFeTU1NZqJfb0dXdPV5/Uq/miuCETZC3X/pUBMoaDmqyAPaAjsDh48iMOHD+Pee+/12Xbddd111+Gzzz5DRUUFWrdu7dW2AtUnz13qZpAOoiAPAB599FH861//wvLly7FmzRrhZ101aXVk8iRJMqyXLBaLs5mdJEm62byMjAzhNVuPKJOXl5eHffv2YebMmZqHCAsXLsTEiRMV3UhCIZPnKGO+aK7pqom3JEma4/JFkHfkyBHIshzwIO/cuXOaLkC+aq4pwiDPGIO88GI6yLvzzjsxb948fxxL1AqFkTUB7cWtvr5eU8HY7XbDmwLRDaWrm0xPM3lAQ/NhtXDK5Hka5Bll8hwVsWPqC/VTUCB4mbxobuoiCsbU/an8MRm6t6NrmlVUVIT8/HyfbjMYApHJ88UDU/XNu+N6KkkSBg4ciDFjxuhmVC0Wi25Zjo2NRadOnZyvjYK8kSNHKvpEFhcXC9e77rrrTN0MduzYUfE6ISEBq1atQrNmzTBlyhSsXbtWU2aef/55TJ061fnan0FeIPrkqed3dedBpeiBrZkpFABtkHfx4kVUVlb6pLlmfHy8pkWHKMj773//K5wf0t1MnlH50jtuV9dTBnkM8sKJ6YFXJk+ejHvvvRfdu3fHsGHDNE8tJUnCn//8Z58dYDQI1UweoM0QeXIT6uom09NMHtBwc5GTk6OoCBznZKhl8tQ3vhkZGR4HPXpBXm1tLX71q19h5cqVaNWqFf75z38Kb/CCFeRFc0Ug+k7MBnmh3Fwz0gSiT543Uzw46AV57kpNTRU+CGrVqpXi2mFUL915552K13qZPDNNNQFg9OjR6NmzJ7Zu3YrU1FQsWbIE3bp1c74/YMAAvPPOOxg9erSiP96MGTMwevRodO3a1a/NNUWZPFmWfdonD2iouxzXbHceVIqCPLOZvLy8PEiSpMiKHj582CeZPEmSkJycrDjvREEeAOzbt0+zzN1y40kmLyYmBgkJCZrWLw7R/KASYJAXbkwHeZ9++ikWLlyIEydOaObIARjkmXXx4kXN/EvByuS5E+R5MkiKN5m82NhYzQSy6vfvvfdexbw81157LQD3MnmBDPI6duyI7t27Y/v27QAa+hR6Si/IW7VqFVauXAmgYeS5WbNm4e6771as66jE3KW+qNtsNpfZHwZ5Wo6+Mo1vmnzxECWUmmtGknDJ5Ok113RXWlqacHoG9UAtevVSy5YtNU0wRUFeQUEB+vfvb+rY7HY7Pv74Y+zevRsFBQXCwGTEiBFYtGgRbrzxRkXZ2rFjB7p27eqTTJ5eGRJl8i5duqQZAMYokyfLMiRJMgzyTp8+7TxX3BmRV319P336tCaQdxXk2Ww25OTkKEZSPHz4sE8yeY7PuRPk7d69W/E6OTnZ8J7A3WMzCk6TkpJ0gzxm8hjkhRPTQd6ECROQlZWFV199FZdffjl/WC998803mvbmoRzk+aM5mafz6zlMnjwZALB582bcdNNNziZG7mTyAvlUTpIkbNq0CUuXLkVaWhpGjRrl8bb0grxdu3Yplm/fvl046IqZoeU7duyI5s2b4+DBgwAasqeuPs/mmlqOedsaz6EViExeoEbXjDSpqamIiYkRTgmktxzw3cAr6gcCerwN8vQCTXWQp5fJ+93vfqdpeicK8saOHevRoEtWqxWdO3c2XGfs2LF46aWXsHHjRucyx016IAdeOX/+vHCCdr2BVy5cuIBz584hKSnJMMhrHFh50lxTFMS7mgwdaJiWpHGQd+jQIZ9k8kSf+/nnn4Xfnbqlk7f9yd15z+iayCCPQV44MR3k7d69G2+//bYzW0LeUV/ACgoKfNKExxMxMTGaee7UN6H+yOSZHa1TTZIk3HfffZrloZbJAxq+n/Lycq+3oxfkHTlyRLH84MGDXs2RBzT02/n3v/+Np59+GikpKZg0aZLLzzCTJ+ZtkJeamors7GznjX1iYqLL/m/M5HnGYrEgIyNDE0QBDZN+OzLyar4aeKVp06Y4dOiQy22oj8/sgxS960Hbtm0VrwsKCpCcnKy4yY+NjRVez1q1aqVZZrapplmi0WsB9/vkGTXRc7e5piNoU9PL5AEN2byEhATDwbMaX8M9aa4pGrTHnfO0efPmivP84MGDfgvy1C2aHPwR5FmtVsNyYnRNjOYHlQCDvHBj+rFaUVGRW08XyT3qQVeC1R/PQV05BKJPnreZPD3uzJMXrhdsd4O8s2fPYv/+/YplnjQRa9q0KZ5++mlMmzbNraCAmTwxdfkyG+RZrVb87W9/Q2xsLKxWKx5//HGv+uQ5HuyQmF6TzX79+gmXx8bGmrpmGZVFvcFL1PyRyWvRooUm+BONsHndddcJM0ItW7ZUfEelpaWKvnT+oDfSpbuZPKOHJb7K5CUlJWl+n2PHjuHUqVOaqR8a8zaTpw7y0tPTDUfJdlCPbnrw4EGfNddUB3nffvutcD11kGfmIaXesbkaVdaojov2TB7nyQsvpoO8KVOmYPbs2T5pAkHaC1iwmmo6qC9uZjN5vh54xZsgT5TJC+bAK77kbpAHAJ999pnidSCmQGEmT0z9vZidQgEAysvLUVlZicrKSk1/SxGjMpSUlGSq6W600Qvy9CZaz8jIMPV9Gt0gu5pU3EGdqfekT56aY+oEtZtvvtn5f7vdrpvVlyQJK1aswNSpUzFr1iwsWbLE7+eZaNoAwP1MXpMmTdzett5yUSYvNjbWOYCNJEnCwVeMmmoCvs/kuTs9iDrI+/777wOeyVPvzxeZPFfHzCBPHzN54cV0c80dO3bg8OHDKC4uxoABA4Sjaz777LM+O8BIF2mZPF8PvGJmgBA1ZvIaqPvpMcgLHnX5Uj+9d/d8NNPE0qj8sT+eMb0g77LLLkNWVpbm5tzslChGZdHdIE/NF5k8vSBv/PjxsNls2LZtG8aOHYuuXbvqbjcnJwfTpk0zdSze8CaTl5ycbHjj7+7AK6JMnrqMZWdnK/rIHTt2zOUgP42DPE8GXlH3yXM3yGvWrJni9ddff63Zv68yeeoWJ3p8kcnzdHRoIHzvGXyFQV54MR3kvfDCC87/v/XWW5r3GeS5r7a2VjM8cKgHef7I5PmruWY0ZfKqq6tx+vRp4ehk6gcJwQzyor2CdBWc+eP7cZXJI316N8OFhYUoLCzUBHlm+uMBvsnkqfkik9enTx/FgBsONpsN48ePF85PGmx6QZ47mbzU1FTDBx7uZvIuXryoyTyptysaYdPVICjeNtdUB7qeZvJE/QZ9lclTtxrSw0xecOkFeXpzcVJwmW6uWV9fb/hPb8Qx0jpw4AAuXbqkWBbs5pre9hkKxsAretQXalFTmnC9YIue/O7evVvYX9YxKboDM3nB4ypz5o/vh0Ge50TlzG63IysrC4WFhZr3fJXJs1gsKCoqMrUtB28zefHx8YpJ0MOFN5k8T4M8UdlSB/7uBHm+bq7p6hrvaSZPxFdBnrsY5AUXM3nhxfx4xibIsozbbrtNOHwvaTMs2dnZbl98/SUYmTyji4MvM3mA+eanoSo1NVUzHPnnn3/u9mf9jZk8MVdBnj++H6Mmz2yuaUwU5DVt2hSSJAmDMF8Feenp6aazgg5mb0Lbt2+veH311VeH5VP5UMjkAeaDPHf65Bll8kTXDPW8hWru3mekpKQYnoeOaWE84WmQF4jmmkZ/U7TXYUlJScJ5ChnkhSa/Bnn19fVYuHChywtYtGrfvj2eeuopjBs3DldccYVuZ/5AUl/czM4r50mQJ0mS7nZ9mckDtBVwuD6Vcwzv3tgXX3zh1mcDEeTFx8cL58SK9oqAzTXDiyjIc2TwRJk8s4FZYmKisJykp6ebDhgdzF7T+vbti9tvvx1Aw6ias2bN8mi/waauuwIR5InKlnq0U3UZ8zaT505zzauuugpjxozR3Z47c+Q5qJtsNpaUlOTR3IdAYDJ5etc3TzN5MTExbo1KGskkSRJem6K9bg9Vfj9bOd2CvuLiYtxzzz3BPgwFVzd9/pgnz7FdUWXsy4FXAG2QF85P5TIzMxV/j7tBntl58jwhSRKSkpI0w21He0UQjEyezWbTnbybQZ4xUcbDKMgzG5hJkoSUlBScOnVKs51ABXmSJGH+/PmYM2cOLBYLrFarpol3ONAbXdOfzTU9yeSpA6yff/7ZVCbPneaakiRhzpw52Lhxo7AfnZkWQ82bN8eOHTuE73kzp6+nnzVTf1ksFs3cjoDnQV64PhT2tbS0NM05G+11e6jyayaPwo+3N6GigM6dQE3v4ulNJi82NlZz4fF2uPFQos4yhFImDxBXlOEcVPtCMDJ5gH45YnNNY0aZPFFzTU+aWIpudtPT02G32z26/nl6TXPMvRiu/NlcU+93cDxAaUydyVNvt2nTporXe/bscTn6paPeqqurQ21treI9vd87NzdXMVCe0faNGGXyPM3GefNZs/WXqHx5OrpmON8v+BIzeeGDQR4puLrp81cmzx/NNQHXFUk4Bx3qilqdDdATzCAv2iuCYGTyAP1yxEyeMbPNNT3JvonKo2M7nmwvWm9ERUFefX29ZnAzUZ2Qmppq+DDSzHuuMnm9evVSBIY1NTXYtGmTYp3i4mLFa0cmTxSwGl0zxo4dK2y2aSbIMxp8JVyDPE8zeeF8v+BLDPLCB4M8UvBHJs/d5prubs8Mb5ufhjJXcyvpYSYveBjkhRejIC8/P1/TH8mTTJ6oPDq2wyDPfaIgTx3gAUBeXp5mmafNNQFt2XKVyUtOTkaPHj0Uy9TNY9XTZzgyeWaDPEezzcbncWJiomawHSNGmTxvmmsGYuAVwLdBXrSWLTUGeeGDQR4pBCvIC1YmL5wv2uEY5EV7RRCs5pp6N6lsrmksIyND04TR0UzTarWiY8eOivfatm1reh96zTUB8Q2tq4Euwvma5g1RkCfqj9ekSRPNMm+CPPV7rgZeAYCSkhLd7QHaTJ5RkOfq987NzcXatWvRqVMnNG/eHAsWLDAVnEVic00Ged5RB3kWi0U44iYFn9+DPEmS/L0L8qFgNdfU2643A68Akd1cMxyDvHD+vn2BmbzwYrPZMHr0aOfrDh06oEOHDs7Xs2bNcgZikyZN8mgCc7PNNV3NnxetN6KiIE8UFImCvJSUFJ9l8tTN5kXbdRXkqc8jR3NNUdDqzjWje/fu+Oyzz3DgwAGMHTvW5fqNGTXXDNdMnqdTKER7/eWgvi5F+8PbUMbRNUnB20wDm2sGTjgGedFeGYTawCsM8lx744030Lt3b5w7dw5/+MMfFA8uhw4disOHD6OmpsbjcmWUyRMFea1atcLBgwd1txfO1zRvqAOx2tpazaiKgP8zeWqi7fbr1093xFtAm8m7ePGi85+avwOP1NRUpKen4+TJk5r3Ap3Ji4mJMf3gl5k832OQFz78GuTFxMSgvr7en7sgH+PAK+HDkyDParV6/Z26i0GeFjN54ScuLg733nuv7vvetjYwm8krLCyEzWbTneYgWm9ERWVLFJh4EuQZXTNdXU9F23X0y/v000+Fn2nRooVm2ZkzZzRBnmPKC39r3rx5QIO8hIQE5+iojaWmpppuHcYgz/fU2dRor9dDmVtXh0ceecTtDUqShL/85S8eHxAFV6QNvOKqWUY4X7Q9CfLS0tIC1oSazTW1Qi3IY5+84DMb5DVp0gTJyck4ceKEcHvhfE3zhijYVn9HkiRpJiMHGn4Do+/NTHNNNb0yNmDAAGGQl5qaKhz98vTp08I58gJxPW/evDl27typWe5Nc02r1Yq4uDhhE9ROnTph8+bNmuWezPHKKRR8j5m88OFWkDdt2jS3N8ggL7x5m8kLtYFXBg0ahNdff930fsOBUZAXHx+PCxcuaJYHqqkmwEyeiKvMmb++H2byQpfohtNodM3c3FwGeQLuBHlxcXHC7zQ1NVU3IyZJkmE94UlzTaChX96sWbM0y7OyshAXF6fJ1ooyeYH6rfUGX/Emk+f4vCjIa9++PbZt26aZE9CT+kv0GU6h4J3G/ZIBoHXr1kE6EnLFrYFX6uvr3f6n18acwoO3mYaEhATF0zaLxSIcslrNXwOv/PrXv8ZTTz0lvJGSJMmrJ5HBZhTkdevWTTjaVbCDvGivJIOVydMrRwzygs9sJs8R5OmJ1iBPlNVSNzG02+26QZ5e2UxISDDMlrl6EKlXxhz98tSysrKEdZNeJi8Q9AZf8bb+1Pt8kyZNhPcNvsrkudONQ/TbRGvZUmvbtq2zCXt2djZmzJgR5CMiPZxCgRS8zeTFxMQo+q+Ul5cjOzvb5X791VxTkiTcc8892L9/P6ZMmaK42R02bJhH81CFCqMgr1mzZmjatKlmeSCDPFFFGu2ZPDbXJDWzA684mmvqidYbUUmSNA8zRJk89XXTEVAZBXlGPM3kJSUloWfPnprljqaa6mu1KJMXqCDPn5k8kZycHBQUFGiWe1J/qcuXJEkur3uSJAmD82gtWyKzZ8/GuXPncPjwYfTv3z/Yh0M6GOSRgi9G/3v44Yexa9cubN68GfPmzXNrv/5qrumQmZmJmTNnYv/+/Zg3bx7mzJmDFStW+GTbwRIbG6v7e+Xn5wsr5mBn8hjkhVaQx0xe8KnLZExMjPN3YSbPHHXAJcrktW/f3jmhPQCUlpbCarUiNjZWmL1xFcR52icPEE+l4AjyRJm8SGyuKZKTk4P8/HzNcl9k8pKTk93qxyj63aK9JYpaQkICbDZbsA+DDJgO8urq6vDMM8+gZ8+eyMnJQUpKiuJfIG8iyfe8zeQ5dO7cGb1793a7U7i/Mnlqubm5GDduHO68886IuGDrZfNCNciLhO/cGzabzTDQZZAXfTp27Ki4UerZs6fzuqmXyTP63Rjk/Y86k+dohvfBBx+gvLwcEyZMwOLFiwHoZ3hc1UGeZvIA4yBPfa2OxOaagcjktW/fXvFa3Z9MDzN5FAlMj707ZcoUPPXUU+jSpQtKS0uj/sl8pHFVYfmrUvF3Ji9SZWZm4vvvv9csz8/Px+nTpzXLgx3k8XrR8L2IBs2QJMlvw6GzuWboyszMxJw5c/Dwww8jIyMDzz77rPO91q1bIysrC8ePHwfQcMOalpbGTJ4O9fksaq4JNHyvr776qvDzjonHHfyZyevXrx+sVqtigBG9TN6ZM2c02wrUb52Wloa0tDTNRO/h0FyzqKgIM2bMwNSpU5Gbm4u//e1vbn2OQR5FAtN3FIsXL8aUKVPw+OOP++N4KMhiYmJ0hzUG/HeR89fAK5HOKJMXiqNrRnsmD2i46RMFef4cDl10I+pookbBN27cOIwbN06zPDY2Fm+//Tbuv/9+2O12PPfcc5AkiUGeDncyeUZEAZm/+uQBDdfIXr164eOPP3Yuc2TNRJk8x6irDoG8njZv3hy7du1SLAuH5ppAQxeShx56yNT1lfUXRQLTQd6FCxcwaNAgfxwLhYjExETdIM9fF7lANdeMNHpBXkFBgXCkW08rSU8wkyemd9PnzxsIUTlKSkoK2JyJ5LmBAwdi27ZtimVGN9fRfCPqqk+eqwDYkyDPm0weAPzlL3/ByJEjUVtbi1atWmHkyJEAxJm8YDXXBMRBnj+aa0qShMzMTJ9l8hpv1wxm8igSmO6TN3jwYOEEnhQ5jColf13k9CorXlSNiSbNBYC8vLyQ7JPHIC84czCJblTZHy986QV5MTExfmvyGw7cGXjFiK8zeXa73eXvMXToUOzduxdr1qzB9u3bneVSlMkL1sArgLhfnrfXENF5nJWVhZiYGJ9m8jzBII8igena4LnnnsPw4cORmJiIsrIyTfMBAMJlFD6MLtyBzOTZ7XZYLBwA1ogok5eeno74+Hg0bdoUMTExioxesIO8aM4yOIRKJo/98cKXXpAX7Teh7kyhYMSTgVeM3ne3jBUXF6O4uFixLBQzeY0lJSV5XT+LzuOcnBwA8HkmzywGeRQJTJfQlJQUtGnTBn/+85/Rpk0bZGdna/5ReDOqmAI58AqbaromCvIcT0CtVisuu+wyxXtFRUUBOS6AmTw9wcjk6TXXpPDEIE9MHeSZDYp8ncnz5kGKO5m8YAZ5vsiqGQV5ycnJzv87iOZ+9RdOoUCRwHQm7/e//z3+8Y9/4Be/+AUuv/xy3rRFoGA01xRtl4OuuGYU5AHAAw88gPLyctTV1eGaa64RTr7rL4mJiWjTpg327dsHoOGmpUWLFgHbf6gKlUweg7zwpffbMcgzrjMC3SfPl0GeaDL0QP7eAwcORGpqqnPU5mHDhnm9TVGfvsaB3aRJk3DfffcBaGjW2qZNG6/36S5m8igSmA7y3n33XcycOROTJk3yx/FQCDCqmPwV1IsunszkuSYK8ho3c7n55pvRp08fHDt2DH369AnoQBuSJOGVV17B+PHjcfHiRTz11FN8Egr98uXPB2ZsrhlZmMkT83YKoFDK5IkmQw9mc83k5GRs3LgRzz//PAoKCjBlyhSfbFOtcZA3efJkDBgwACdPnsQ111zj9f7MYJBHkcB0kGez2dC1a1d/HAuFCKNMg7+CBDbX9IyrTB7QMCdU69atA3VICldddRX27t0blH2HKjbXJG8xyBNzFVQFOpPnTRkLtYFXAKBz586YP3++z7bnKsgDgB49evhsf2awTzlFAtN98saMGYO1a9f641goRASjORkzeZ5xJ8ij0BKM8sXRNSMLgzyxYGTy/NVcM9QGXvEHd4K8YGEmjyKB6UzejTfeiDvuuAM1NTUYPny4cCTNbt26+eTgKDiC0d+DmTzPMMgLP6GSyWNzzfDFIE/MH0Geq3ooUAOvyLKMyspKxTIGef7DII8igekgb+DAgQCAZ599Fs8995ziPVmWIUmScBJmCh+hksnjwCuuJScnIy4uTvGEN5AjkJF5HHiFvMUgTyySBl4RDUpy7Ngxxetw/71DOcjj6JoUCUwHea+99po/joNCiF7F5M8Khc01PSNJEn75y19i8eLFAICWLVsykx7iGOSRtzi6plgkD7wCaIO8cA86UlNTYbFYUF9f71zWpEmTIB7R/zCTR5HAdJB3yy23+OM4KIQE4yaUzTU9N3/+fHTq1AmnTp3CH//4R8TExAT7kMgAm2uSt2JjYxEbG4tLly4plkf7TWgkZfKsVisSEhJw/vx557JIC/Li4+NRVlaGVatWAWgYZCVUptlhkEeRwHSQ19jXX3+NyspKZGVlBW30PvI9ZvLCS1xcnHMuIQp9wXiIYrPZEBMTo2hKz0xeeEtOTtb00Yr2m9BgZPJEZcvB2zKWmpqqCPJqamoU70fC77106VI8//zzuHTpEiZMmBDQaX6MMMijSGB6dE0AWLZsGZo1a4bLL78cV155Jdq2bYtmzZrhnXfe8eggdu3aheHDh6OoqAjx8fHIyMhA3759sWjRIuc6dXV1ePrppzF06FA0bdoUCQkJuPzyyzFlyhScOnXKo/2SGDN5RP4TjEweoL1ZZZAX3kT9maL9JjQYUyhIkqRbV3mbLVcPvqIW7pk8oOH7vf/++/GXv/wF6enpwT4cJ1H54j0JhRvTQd7q1atxww03IDU1FbNmzcIbb7yBmTNnIjU1FTfccAPWrFlj+iBOnTqFwsJCPP7441i9ejXeeOMNNG/eHDfffDMeffRRAMCFCxcwbdo0NGvWDM888wxWr16NO+64A6+88gr69euHCxcumN4viQWjvwcHXqFoEYyHKID2BoXNNcMbgzytYIyuabRfb8uYqF9eY9H+e/tTXl4e2rVr53zdqVMn4WjWRKHMdHPNxx57DIMHD8Z7770Hi+V/MeLkyZMxbNgwPProoxg2bJipbZaUlKCkpESxbMSIEThw4ABeeeUVPPzww4iPj8eBAwcUhaykpARFRUW4/vrrsXz5ctx0001m/xwSCJXRNfnUjCJRsIK8Hj16YPXq1QAAi8XCAXrCHIM8rWD0yQP06ypm8sKXJEn45z//ib/+9a8A4Ew4EIUT00Herl278PbbbysCPKChQNx111349a9/7bODy8rKcnY0jomJET5F6dWrFwDg0KFDPttvtAtGnzyr1aoZZYtBHkWiYDXXnD17Nk6cOIEjR47goYce4nyKYY5BnlYw+uQZreNtkJeXl2f4PoM8/2rZsqWi2xBRuDEd5MXExGhG9HKoqanRBH9m1NfXo76+HidPnsSyZcuwdu1avPDCC4afWb9+PQCgffv2hutdvHgRFy9edL4+c+aM85jVnZn9zbG/QO/XXbGxscLlNpvNr8ccFxen6GQeGxsbst8RhZZQL1ON6ZWvmJgYvx5/q1atsGnTJufrcPiuSJ8osPDVNTqcylNjNpvN8H1XZSw1NVUxaqndbkdycrLL70EvuI6Li/PqOxwxYgTeeOMN3fetVmvY/UbRKlzLVLSJtN/HdJDXs2dPPPHEEygrK1NkWi5evIjZs2ejd+/eHh/MXXfdhZdffhlAw43Qc889h9/97ne66x8+fBhTpkxBjx49MGLECMNtz5w5E9OnT9csX7duXdD6flVUVARlv6789NNPwuXHjx93NvfyB/XQ/99++61f90eRJ1TLVGONHzY1duDAAZ7v5LbTp09rlh08eNCn51A4lKfGqqurDd/fuXOnbvlzGDx4sHNI/yFDhuDDDz/0eL+ff/657kNxd1gsFqSnp+PkyZPC97dt2+Z8YE3hIdzKVLRpnGiIBKaDvOnTp2PgwIFo2bIlrr/+ejRp0gQ//fQTVqxYgcrKSmdmzRMPPvggxo0bh2PHjuGf//wnJkyYgHPnzmHSpEmadU+cOIGysjLIsoylS5e6zCA+8MADuOeee5yvz5w5g8LCQgwePNhl52Zfq6mpQUVFBUpLS10+eQyGo0ePCpcXFxejrKzMb/tNSkpCVVWV83WvXr38uj+KHKFephqTZRmSJEGWZcXyzp0783wnt1VUVGjq2y5duvjkHAqn8tRY4+b+IiUlJejRo4fhOmVlZdiyZQskSULPnj3d2u8LL7yAPXv2aJYPHDgQnTt3dmsberZv346ZM2cK3xswYIDX26fACNcyFW0i7aGJ6SDvyiuvxLp16zBlyhS8+OKLkGUZFosFvXv3xpIlS3DFFVd4fDBFRUUoKioCAGdF9cADD+CWW25Bdna2c72TJ0+itLQUhw8fxvr169GyZUuX27bb7cL26zabLWgFLpj7NqI3jHF8fLxfj1fdBy8lJSUkvx8KXaFaptQSExNx9uxZxbKEhISwOHYKDaJBORITE316DoVLeWosPj5ed7TtpKQkt/6efv36mdqnXt+7tLQ0r7+/3/3ud5g1a5bmoRDQ0C8z3H6faBeOZSqaRNpv41EHuquvvhqffPIJqqqqcOjQIZw5cwb/+c9/cNVVV/n04Hr16oXa2lrs37/fuezkyZMYNGgQDhw4gIqKCnTq1Mmn+yT9TuT+7tTfv39/5/9jYmK8emBAFMpEg69wEAUygwOviBl1v/BXGfPX6JoA0KxZM90Ry3nNICIjpjN5jSUkJPi1P9uGDRtgsVicmTpHgLd//35UVFSga9euftt3NLNYLMKnof6uUJ588knU1tbihx9+wD333IPc3Fy/7o8oWEQ3f7xhIzMY5IklJCSgsrJS+J6/vh9/BnlAQzZP1NeSvzcRGfEqyPOV8ePHIyUlBb169UJubi6OHz+OZcuWYenSpZg8eTKys7Nx4cIFDBkyBDt37sQzzzyD2tpabN682bmN7OxsFBcXB/GviCyJiYmaIM/fFUp2djaHK6aowEweeYtBnlgwMnn+mkLBoaysTDPFEMBrBhEZC4kgr2/fvnjttdewcOFCnDp1CklJSejcuTPefPNN5wTnP//8M7Zu3QoA+NOf/qTZxi233ILXX389kIcd0RITE3H8+HHFMlYoRL7BTB55S/SggEGecZAXyExeXFycZsRoT1mtVtx666149dVXFct5zSAiIyER5JWXl6O8vNxwnebNmws7HpN/8AaCyH8Y5JG3RJk8nkOhk8nzVRbPYfr06XjzzTed83gVFRXpNhMlIgI8HHiFIh9vQon8h801yVtsrikWKgOv+DrIa9q0KebNm4eMjAzk5eXh5ZdfhiRJPt0HEUWWkMjkUegRVVC8gSDyDT5EIW8xyBPTC/JiY2P9FhQFIpMHNHRLufnmm13OC0xEBDCTRzp4E0rkP8zkkbcY5InpBVf+LF+ByOQ5MMAjInfxakFCzOQR+Q8fopC30tLSNMtEDw+iTTDmeRXtk78FEQUbgzwS4k0okf+IyldsbGwQjoTCVUpKCkpKSpyvu3fvjry8vOAdUIjQC/IiJZNHROQu9skjIY6uSeQ/bK5JvrBy5UrMnj0bdXV1mDRpUrAPJySESiaPQR4RBRuDPBJiJo/If1i+yBfS0tLw6KOPBvswQgozeUREDdhck4TYJ4/IfxjkEfkHM3lERA0Y5JEQb0KJ/IfNNYn8g5k8IqIGDPJIiEEekf+oy5ckSbBa2XqeyFt6wRVH1ySiaMMgj4TYXJPIf9Q3gHa73W8TNRNFE2byiIgaMMgjITYnI/Kfjh07KspTjx49gng0RJEjGEEe++QRUShikEdCzOQR+U9qaipee+01FBcXo2fPnnjhhReCfUhEESEYA68wk0dEoYidQEiIffKI/OvGG2/EjTfeGOzDIIoowcjk2Ww2WCwW1NfXO5cxyCOiYGMmj4QKCwsVr/Py8mCx8HQhIqLQFYxMniRJmv0yyCOiYONdOwkVFBSgvLwcQEMFNmXKlCAfERERkbFgZPIA4LLLLjN8TUQUaAzySNeCBQuwY8cO7NmzB3fffXewD4eIiMhQMKZQAIAZM2YgJSUFADBp0iQ0a9bMr/sjInKFffJIlyRJ6Nq1a7APg4iIyC3ByuSVlZXhyJEjuHTpEtLT0/26LyIidzDIIyIiooggGukSCMzo0ImJieyLR0Qhg801iYiIKCJYrVbExsZqlnN0aCKKNgzyiIiIKGKImmwyyCOiaMMgj4iIiCKGKMgLRHNNIqJQwiCPiIiIIgYzeUREDPKIiIgogjCTR0TEII+IiIgiiGiES2byiCjaMMgjIiKiiMFMHhERgzwiIiKKIOyTR0TEII+IiIgiCDN5REQM8oiIiCiCMJNHRMQgj4iIiCIIM3lERAzyiIiIKIIwk0dExCCPiIiIIginUCAiYpBHREREEYTNNYmIGOQRERFRBGFzTSIiBnlEREQUQRjkERExyCMiIqIIog7yYmJiYLVag3Q0RETBwSCPiIiIIoY6yGN/PCKKRgzyiIiIKGIkJSUpXsfHxwfpSIiIgodBHhEREUWMXr16KaZRKCkpCd7BEBEFCRupExERUcRITEzEunXrMGvWLOTm5mLmzJnBPiQiooBjkEdEREQR5YorrsD//d//BfswiIiChs01iYiIiIiIIgiDPCIiIiIiogjCII+IiIiIiCiCMMgjIiIiIiKKIAzyiIiIiIiIIgiDPCIiIiIiogjCII+IiIiIiCiCMMgjIiIiIiKKIAzyiIiIiIiIIgiDPCIiIiIioghiDfYBBIssywCAM2fOBHzfNTU1OH/+PM6cOQObzRbw/RNFGpYpIt9heSLyLZap8OCICRwxQriL2iCvqqoKAFBYWBjkIyEiIiIiolBQVVWF1NTUYB+G1yQ5UsJVk+rr63HkyBEkJydDkqSA7vvMmTMoLCzEoUOHkJKSEtB9E0Uiliki32F5IvItlqnwIMsyqqqqkJ+fD4sl/Hu0RW0mz2KxoGnTpkE9hpSUFBZ2Ih9imSLyHZYnIt9imQp9kZDBcwj/MJWIiIiIiIicGOQRERERERFFEAZ5QWC32zF16lTY7fZgHwpRRGCZIvIdlici32KZomCI2oFXiIiIiIiIIhEzeURERERERBGEQR4REREREVEEYZBHREREREQUQRjkmXD27FlMnDgR+fn5iIuLQ5cuXfD2229r1tuxYwcGDRqEpKQkpKWlYcyYMdi/f79wm88//zzatm0Lu92OFi1aYPr06aipqdGsd+zYMdx6663IyspCQkIC+vbtiw8++MDnfyNRIPmjTH3//fe47bbbkJ+fD7vdjoKCAowePVqzHssURRp3ytNHH32EcePGoXv37rDb7ZAkCQcPHtRs6+uvv8akSZPQvXt3pKWlISMjA/369cM777wj3DfLE0UiX5YpADh69CgmTJiAli1bIj4+Hs2aNcPtt9+OH374QbMuyxR5TSa3lZaWymlpafLcuXPl9evXy+PGjZMByIsXL3aus2fPHjk5OVnu37+//N5778nLly+X27dvL+fn58vHjh1TbO/RRx+VJUmSH3jgAXnDhg3yE088IcfGxsp33HGHYr3q6mq5Q4cOctOmTeVFixbJ69atk3/xi1/IVqtV/vDDDwPytxP5g6/L1BdffCFnZmbKPXv2lBcvXixv3LhRfvvtt+Xy8nLFeixTFIncKU/Tpk2TmzVrJo8aNUouKSmRAcgHDhzQbOv555+X27ZtKz/22GPyunXr5NWrV8u33HKLDECePn26Yl2WJ4pUvixT1dXVcuvWreWsrCz5xRdflDds2CDPnTtXzs3NlQsKCuQzZ84o1mWZIm8xyHPTe++9JwOQ33rrLcXy0tJSOT8/X66trZVlWZavv/56OSsrSz59+rRznYMHD8o2m02+7777nMuOHz8ux8XFyePHj1ds77HHHpMlSZJ3797tXPbiiy/KAOSPP/7YuaympkZu166d3KtXL5/+nUSB4usyVV9fL3fp0kXu0qWLXF1dbbhvlimKNO6Wp7q6Oud7Tz75pO4N6X//+1+5vr5es3z48OFyQkKCooyxPFEk8nWZqqiokAHI8+fPVyx/6623ZADyihUrnMtYpsgX2FzTTStXrkRSUhKuv/56xfLy8nIcOXIEn376KWpra7Fq1Sr88pe/REpKinOdZs2aYcCAAVi5cqVz2fvvv4/q6mqUl5drtifLMt59913Fvtu0aYO+ffs6l1mtVtx0003YsmULDh8+7OO/lsj/fF2mNm3ahF27dmHixIku5yJimaJI4055AgCLxb1qPysrC5IkaZb36tUL58+fx4kTJxT7ZnmiSOPrMmWz2QAAqampiuVpaWkAgLi4OMW+WabIWwzy3PTll1/i8ssvh9VqVSzv1KmT8/3vvvsOFy5ccC5Tr/ftt9+iurrauT4AdOzYUbFeXl4esrKynO871tXbJgDs3r3bi7+MKDh8XaY2bdoEAEhOTkZZWRni4uKQlJSEESNGYO/evZp9s0xRJHGnPPnChg0bkJ2djZycHMW+WZ4o0vi6TPXr1w/du3fHtGnTsHXrVpw9exY7duzAgw8+iG7dumHQoEGKfbNMkbcY5LmpsrISGRkZmuWOZZWVlaisrFQsU68nyzJOnjzpXN9utyMxMVG4rmNb7u6bKNz4ukw5nmyWl5cjPz8f7733HubOnYsvv/wS/fv3x08//WRq30ThJBDn9Pz58/Hhhx/i4YcfRkxMTED3TRRovj6vrVYrNmzYgJYtW6JXr15ITk52DmxUUVHhzPT5Y98UnRjkmSBquiJ6z9frmV2XKFz4sqzU19cDAPr27Yv58+dj4MCBuOmmm/Duu+/i+PHjePHFFz3aN1G48Oc5vWbNGvzhD3/Addddhz/+8Y8B3TdRsPjyvK6pqcHYsWOxa9cuzJs3D5s2bcLChQtx+PBhlJaW4vTp037bN0Unq+tVCAAyMzOFT04c/RIyMjKQmZkJQPyE5cSJE5Akydn2OjMzE9XV1Th//jwSEhI063bv3t3UvonCjT/KFAAMGTJEsV6XLl2Ql5eHHTt2mNo3UTjx5zm9du1ajBkzBqWlpVi8eLHmBpPliSKRr8/rBQsWYM2aNdi6dSt69OgBAOjfvz+uvPJKFBcX45lnnsHUqVP9sm+KTszkualjx47Ys2cPamtrFcu/+OILAECHDh1QXFyM+Ph45zL1eq1atXJ2rHX0xVOve/ToURw/fhwdOnRQ7Ftvm459E4UbX5cpUf8FB1mWFZ3jWaYo0rhTnjyxdu1ajBo1CldffTWWL1+O2NhY4b5ZnijS+LpM7dq1CzExMejWrZtiecuWLZGZmano48cyRb7AIM9No0ePxtmzZ7F8+XLF8oULFyI/Px+9e/eG1WrFyJEjsWLFClRVVTnX+eGHH7BhwwaMGTPGuWzo0KGIi4vD66+/rtje66+/DkmSMGrUKMW+9+7d6xzJCQBqa2uxaNEi9O7dG/n5+b79Y4kCwNdlatiwYUhISMCaNWsU29uxYweOHj2KPn36KPbNMkWRxJ3yZNa6deswatQoXHnllXj33Xd1R61leaJI5OsylZ+fj7q6OmzdulWx/Ouvv0ZlZSWaNm2q2DfLFHktuDM4hJfS0lI5PT1dfuWVV+T169fLd9xxhwxAXrRokXOdPXv2yElJSfJVV10lr169Wl6xYoXcoUMHw8nQH3zwQfnDDz+Un3zySdlutwsnQ2/fvr1cWFgoL168WK6oqJBHjx7NSTEp7Pm6TM2ePVsGIN9yyy3y+++/L7/++utyYWGhXFRUJFdWVjrXY5miSOROeTp27Ji8bNkyedmyZfJvf/tbGYA8Z84cedmyZYpz/9///rccHx8vN2/eXF6/fr38ySefKP41nreS5YkilS/L1A8//CCnpaXJBQUF8ksvvSSvX79enj9/vtyyZUs5MTFR3rt3r3NdlinyBQZ5JlRVVcl333233KRJEzk2Nlbu1KmTvGTJEs1627ZtkwcOHCgnJCTIKSkp8qhRo+Rvv/1WuM1nn31Wvuyyy+TY2Fi5qKhInjp1qnzp0iXNekePHpV/+9vfyhkZGXJcXJzcp08fuaKiwud/I1Eg+aNMzZs3T+7QoYMcGxsrZ2Zmyr/5zW/kQ4cOadZjmaJI40552rBhgwxA+O/qq692rjd16lTd9QDIGzZsUGyX5YkikS/LlCzL8jfffCPffPPNcvPmzWW73S4XFRXJY8eOlXfv3q3ZN8sUeUuSZVkOVNaQiIiIiIiI/It98oiIiIiIiCIIgzwiIiIiIqIIwiCPiIiIiIgogjDIIyIiIiIiiiAM8oiIiIiIiCIIgzwiIiIiIqIIwiCPiIiIiIgogjDIIyIiIiIiiiAM8oiIKKyNGDECaWlpOHTokOa9EydOIC8vD/369UN9fX0Qjo6IiCjwGOQREVFYmz9/PqxWK8aNG6d5b8KECaiqqsLChQthsbDKIyKi6MAaj4iIwlqTJk0wZ84crFu3Di+//LJz+cqVK7FkyRI8+eSTaNWqlV+Poa6uDhcvXvTrPoiIiNzFII+IiMLer371K9xwww2YNGkSDh48iMrKSvz+979HaWkp7rzzTmzbtg3XXnstMjIyEBcXh65du+If//iHYhv//e9/cdddd6Fdu3ZISkpCTk4OrrnmGvz73/9WrHfw4EFIkoQnnngCjz76KFq0aAG73Y4NGzYE8k8mIiLSZQ32ARAREfnCiy++iI0bN+K2225DdnY2Ll26hFdffRUbNmzA0KFD0bt3b8ydOxepqal4++23MXbsWJw/fx633norgIb+ewAwdepUNGnSBGfPnsXKlStRUlKCDz74ACUlJYr9Pffcc7jsssswe/ZspKSkoHXr1gH+i4mIiMQkWZblYB8EERGRL6xZswZlZWUAgDfffBM33XQTLr/8csTHx2PLli2wWv/3bHPkyJHYvn07fvzxR2F/vbq6OsiyjKFDhyIlJQUrVqwA0JDJa9GiBYqLi7Fnzx7YbLbA/HFERERuYnNNIiKKGMOGDUOfPn3QunVr3HTTTfj222+xd+9e/OY3vwEA1NbWOv+VlZXhp59+wr59+5yfnzt3Lrp164a4uDhYrVbYbDZ88MEH2LNnj2Zf1157LQM8IiIKSQzyiIgootjtdsTGxgIAfv75ZwDApEmTYLPZFP/uuusuAMDx48cBAE8//TTuvPNO9O7dG8uXL8fmzZuxdetWDB06FBcuXNDsJy8vL0B/ERERkTnsk0dERBErKysLAPDAAw9gzJgxwnXatGkDAFi0aBFKSkrw0ksvKd6vqqoSfk6SJB8eKRERke8wyCMioojVpk0btG7dGp999hkef/xxw3UlSYLdblcs+/zzz/HJJ5+gsLDQn4dJRETkUwzyiIgoor388ssYNmwYhgwZgltvvRUFBQU4ceIE9uzZgx07dmDZsmUAgBEjRmDGjBmYOnUqrr76auzbtw+PPPIIWrRogdra2iD/FURERO5jkEdERBFtwIAB2LJlCx577DFMnDgRJ0+eRGZmJtq1a4df/epXzvUeeughnD9/HgsWLMATTzyBdu3aYe7cuVi5ciU+/PDD4P0BREREJnEKBSIiIiIiogjC0TWJiIiIiIgiCIM8IiIiIiKiCMIgj4iIiIiIKIIwyCMiIiIiIoogDPKIiIiIiIgiCIM8IiIiIiKiCMIgj4iIiIiIKIIwyCMiIiIiIoogDPKIiIiIiIgiCIM8IiIiIiKiCMIgj4iIiIiIKIL8P2wftoXoP8TeAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "reg = 'BaffinBay'\n", "ts_plot(variable, ds, fs, label, reg = reg)" ] }, { "cell_type": "markdown", "id": "5a24685a-397b-4381-bdfa-4bacdde702a8", "metadata": { "papermill": { "duration": 0.010084, "end_time": "2025-05-14T17:23:05.420163", "exception": false, "start_time": "2025-05-14T17:23:05.410079", "status": "completed" }, "tags": [] }, "source": [ "## Maritime" ] }, { "cell_type": "code", "execution_count": 23, "id": "9215bd4f-3bb8-41b7-a4b5-98d228cedfc6", "metadata": { "execution": { "iopub.execute_input": "2025-05-14T17:23:05.440997Z", "iopub.status.busy": "2025-05-14T17:23:05.440822Z", "iopub.status.idle": "2025-05-14T17:23:05.590037Z", "shell.execute_reply": "2025-05-14T17:23:05.589767Z" }, "papermill": { "duration": 0.160586, "end_time": "2025-05-14T17:23:05.590803", "exception": false, "start_time": "2025-05-14T17:23:05.430217", "status": "completed" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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fISUlxbkJyfPll19i4sSJiImJwfDhwxETE4MNGzagTZs2VK8JPX0YAAoKCtClSxekp6ejZ8+eiIyMRGJiIjp16oRPP/0U33//PYYPHy763nfffQcAeOGFFwy5N66MHTsW9evXR4cOHVCpUiXcvXsXa9euxYgRI3D69Gl88MEHzs+OGzcOI0aMwI8//oiZM2cKzsNxHH744QeEhIQ4N8kA/fKoZQ3Cc/HiRXTu3BmXL19G8+bNnRstZ86cwZdffokxY8YgIiICAPDjjz9ixYoV6NixI7p16wa73Y6DBw/iyy+/dI7PpHsYDXfnZT388ccf+O6779C5c2e0adMGwcHBOH78OH766SesXr0ahw4dcsZaqZ2rtI4/WmVGicLCQnTr1g0ZGRl46qmnUFhYiOXLl2PChAk4c+aMc/O3bt266Ny5M7Zt24azZ8+idu3agvP8/fffOH78OAYMGOB2DPcvv/wCm82Gp556Cg0bNpT9bEhIiPP/I0aMwNtvv43Fixfj888/R1hYmOCza9aswa1bt/Dwww+jWrVq1PONGjUKzz//PNavX48+ffo4j//4449Ul005+vfvjxdffBHffPMN3n77badVMTc3F4MGDUJBQQEWL17stssmycmTJ9GzZ09cu3YNH3zwASZPnqz5HK4KvRmf57/kEQBwlStX5jiO44YPH84FBwdzd+7ccb7fvHlz7r777uPsdjs3YsQIDgC3adMmwTkuXLjAORwO0bknT57MAeCWLFkiOD516lQOABceHs79888/ou9dvHiRA8CNGDFCcJz//YsXL1KvpWPHjhx567Zt28YB4ABwixYtErz33HPPcQC4MmXKcDNmzBC8N3PmTA4AN2vWLGobPvvsM8HxvLw8rmfPnpzFYqFek1749nfs2FHyM/z9AsBNmzZN8N769es5ANzDDz8sOP7LL79wALhffvnFeaygoIBLTEzkAHCLFy8W/c6VK1cEr6tVq8ZVq1aN4ziOs9vt3Pjx4zkAXP/+/bm8vDzqdQDg5s2bJ3jvu+++4wBwY8aMERzn+8mECRO4oqIi5/GioiLns1uxYoXz+AMPPMAFBwdzt2/fFrXdtU/Pnj2bA8B9+eWXos9lZ2dzubm5ouMkFy9e5KxWKxcdHc2dOXNG8N4LL7zAAeBGjRolOE6750rw923q1KnU9/lzBgYGcps3bxa8N2nSJA4A99FHHwmOG9WHX331VdEz4ElLS+PsdrvoN2myK3WNvDw3atRI8PxckZKN/Px87urVq9R21atXj4uNjRU8Zy1932azcTVr1uRCQ0O5Xbt2CT53/fp1LiEhgYuPjxfJAI3OnTtzALgffvhB8bODBw/mAHDvv/++89j333/PAeBatWrFZWRkCD5fVFTE3bhxw/ma7ytPPPGEqG28rJEycf78eVE77HY7N3ToUA4At2fPHsF7/HO+7777uMuXLzuP22w2rn379hwAbu/evYrX6treJk2acFOnTuWmTp3KvfPOO9zzzz/PJSQkcJGRkdy3334raludOnU4ANyvv/4qeG/x4sUcAK527dqG9c1mzZpxqampzuPZ2dlczZo1uYCAAMG9v3jxIhccHMzFxsYKfsdut3P9+/d3jo2uaO3DHFc8JgPgunbtymVnZ4u+26dPHw4Ad+zYMcHxzMxMLiIigqtatapgrJWCn3P48V8JWj/Kz8/nOnXqxAUFBQmuMz8/n4uLi+MqVqzI2Ww2wXe2bNnCAeCGDBniPKZHHpXWIHK0adOGA8B98MEHovfu3Lkj+J1Lly5R7yc/53344YeC40bMy3LrBVpfl1pvXbt2jcvPzxedIykpiQsICOBeeOEFwXG1c5Xa8UePzMjBy0bbtm0F15WamsrVqFGDA8Dt2LHDefy3337jAHCvvfaa6FzDhg3jAHAbN25U9dtyz4SfA3788UfV18Lz5JNPcgC4+fPni97r3bs3B4D7448/BMf55/D2229zWVlZXGRkJNevXz/n+8ePH3e+z7ed1xF4pJ51fn4+98ADD3AWi4Vbt24dx3Ec98wzz1DXpq7wz3/btm2qrpvvx88//zwXGxvLBQUFKa6r+N8g22yz2bhu3bpxALhnn31W9+eV8IpSt3PnTg4A9/nnn3Mcx3GHDx8WXJSUUifF3bt3qRfuulinYYZS1759e9Hnd+zYwQHgEhMTRQPv5cuXOQDcM888I7iewMBArmXLltTfP3LkCAeAe/3116nv60GLUke7Do7juPvuu48rV66c4Bht8vj99985ANxjjz2mqm28UpeXl8f169ePA8CNHz9esGAir6Ndu3ai9woLC7mgoCCuefPmzmN2u50rV64cV6lSJeo1paencxaLhXviiSecx5o1a8aFh4dzaWlpsu3+6quvOADc999/r+o6abz//vuCgc+V1NRULjIykgsNDRVMHmYqdU8//bToveTkZA4AN2DAAOcxI/vwxIkTOQDchg0bFD/rzsKZpjTyKMkGjc8++0w0gWvp+ytXruQAcG+88Qb1/VmzZnEAuDVr1iieq169ehwA5wQox5tvvskB4MaOHes81rBhQw6AqoVp06ZNOavVyqWnp4veKyoq4sqVK8e1aNFC8Twcx3EHDx7kAHDvvfee4Dj/nOfOnSv6zs8//8wB4P7zn/+o+g2+b0v9PfXUU9yJEycE39m1a5dz4UaDX5C7Pnt3+ia5kcJxHPfuu+9yALg///zTeWzGjBkcAO7dd98Vff7ChQtcQECApgUqrQ9z3P8WrocPH6Z+b+3atRwA7qWXXhIcnzNnDgeAmz59uqrf16rUScHLHbkofeONNzgA3PLlywXH+UXszp07ncf0yKPSGkQKvt83bdqUOs+pxeFwcNHR0Vznzp0Fx42Yl41S6uRo2LAhV716dcExpblK6/hjtMzwsuHad3j4++663rPZbFxCQgIXFxcnmMfT0tK40NBQrmbNmlRjBg25Z6JlDiDZvHkzdX179epVLjAwkLox4qrUcVyxccNqtXK3bt3iOI7jJkyYwFksFu7ChQvOtqtV6jiO486ePctFRkZy5cuX5z799FPntcvJi16ljv9z3ehU+o2OHTs6NwnHjx/P1a5dmwPAxcXFOa9Zz+eV8Lj7JQC0b98ederUwU8//YSJEyfixx9/REBAAJ577jnZ7+Xk5GD27NlYsWIFzp49i6ysLIF5Uiodt1EuMGpo3ry56BifsKJp06aiIFL+vWvXrjmPHThwwOl7TEtawvsRnz592pA2a4V2HQBQtWpV7NmzR/H7e/fuBQBNJve8vDx07doVe/bswccff4w333xT9vOurmA8VqsV8fHxSE9Pdx47e/YsUlNTUatWLclYvrCwMMG9Hjp0KF577TU0aNAATz31FDp06IC2bdsKXA8B4LHHHsOUKVPw4osvYtOmTejevTvatm3rLNuhhsOHDwOA0w3OlbJly6JZs2bYuXMnTp065XYtOjXQ7mvVqlUBQHBfjezDTz31FGbPno3HH38cAwcORNeuXdG2bVvUrFlTzyVIonecOHHiBD799FPs3LkTN2/edKaD5nEdl7T0fV6WLl26RL2H586dA1B8D11dWmjw46Safsd/hv83JycHx48fR3x8PB544AHZ7+bm5uLo0aOIi4vDrFmzqJ8JCQkRPffU1FR8+umnSEpKQnJysiBeCJAe29X2RzWMGDFCEHt6+/ZtbN68GRMmTMDatWuxfft2pwumnFwCQLdu3bB79278888/hiTYUXud//zzDwBQU3fXqFEDVatWpZYU0tKHeUJCQtCkSRNqex9++GFUr14dCxcuxMcff+x02fr+++8RFBREjb0xgitXruDjjz/Gli1bcOXKFVGsPXkdY8aMwWeffYbvv/8e/fv3BwCkpKRg5cqVqF+/Ptq3b+/8rDvyqHVs4ceJnj17ihLK0bDZbPj+++/x66+/4uTJk7h3754gJlZNqRI987IRcByH//73v5g3bx6OHj2K9PR0QeyV2pglQN/4o1dm5AgKCkKbNm1Ex3l3UX784D87evRovPfee/jjjz8wePBgAMUupvn5+Xj++ecNKSulZQ4g6dKlC2rWrIldu3bhzJkzqFOnDgDg559/ht1ux7PPPksNfXJl1KhR+Pnnn7FgwQK8/PLLWLhwIbp06ULNiKmGWrVq4fvvv8fQoUPxxhtvIC4uDosXL1YlL1rp3r07tmzZgg8//BAPPfSQqhCjHTt2OEMAgoODUbVqVYwZMwZTpkxxjt3ufF4Kryh1QLHP85tvvomtW7di8eLF6N69u2xWSZvNhi5dumD//v1o2LAhBg0ahPLlyzv9ot977z3JAFhP1pOi+V/znV3uPdeATz6BxoEDB2STIWRnZ7vVVr1I+ZgHBQVRkyuQ8PEElStXVv2bWVlZ+OeffxAdHS2IxdTTRtcJg7/X586dw3vvvSd5Ptd7PXHiRMTFxWHOnDmYPXs2vvzyS1gsFnTu3Bmffvqpc+FXrVo17N+/H9OmTcP69evx+++/AyhejL355psYP3684nXcu3cPgHQf5ktF8J8zG7k+TLuvRvThli1bYteuXZg5cyZ+++03Z9KDunXrYtq0aRg0aJCma5BCzzixd+9edOnSBUVFRejatSsee+wxREdHIyAgwBnb6Douaen7/D387bffZD+n5h5WqlQJp0+fdiZskoPfYOL7lpY2p6eng+M43LlzR1aeXMnIyEDLli1x8eJFtGrVCsOHD0fZsmURFBSEjIwMzJ49W3JsV9sf9RAfH4+hQ4ciLy8Po0ePxuTJk7FhwwYAnpdLtdfJ/158fDz1PBUrVhQtULX2YZ74+HjJBWJAQABeeOEFTJo0CcuWLcOIESOwb98+HD16FP369TMlM29ycjJatWqF9PR0tG/fHj169ECZMmWcyVDmz58vuo4aNWqgZ8+e2LBhAy5evIjq1avjl19+QWFhoSjmzx151Dq2aJ0jBw0ahBUrVqBGjRro27evM4EXAMyaNUtSftz5TaOYOHEiZs2ahUqVKqFnz56oXLmycxNg3rx5mhQqPeOPHplRIi4ujrrxzfcDclwYPXo0Zs6ciR9++MGp1P3www8IDg7Gs88+q+m3pUhISMDp06cFBgS1WCwWjBo1CpMnT8bcuXPx6aefwuFw4Oeff4bFYlG1SfPQQw+hfv36+Omnn1ClShWkpaVJJkhRS/fu3REdHY3MzEwMHDjQtIzfQ4YMwYgRIzBixAg88sgjWL58uWIs+9SpUzVlktf6eSk8nv2SZ8SIEbBarRgxYgQyMjIUO8WqVauwf/9+jBgxAseOHcMPP/yAmTNnYtq0aYoB1/5WPJufwF999VVwxS6y1L9t27Z5uaX64JPOaCl0XKFCBaxZs8ap3B86dMiQtvD3ul+/frL3+uLFi4LvDR8+HHv37kVqairWrl2LkSNHYvv27ejRo4cgS169evWwdOlSpKam4uDBg/joo4/gcDjw0ksv4ZdfflHdPqnMVzdv3hR8zlcwug8/9NBDWLNmDdLT0/H333/jnXfewa1btzB48GBs3brV+Tl+l45W80YpOYGecWLGjBnIy8vDxo0bsW7dOsyaNQvTp0/HtGnTqLvzWvo+fw9XrVolew/JmpM02rVrBwDYvHmz7OfsdrvzmbRt21Z3mx944AHZNrt6WMydOxcXL17E1KlTsW/fPsyZMwczZswwVGF3B/457t+/33lMj1y60zfVwv8eXwiXhNZerX2YR0leRo4ciZCQEHz//fcA4PzXjAQpAPDFF18gNTUVP/30E7Zv346vvvoK77//PqZNmya7EThu3DhwHIcff/zR+W9YWBiGDRsm+Jw78qh1bNEicwcPHsSKFSvQtWtXnD59Gr/88gs+/PBDTJs2De+++y4KCwsN/00AzqysNNT255SUFHz11Vdo2LAhzpw5g0WLFuHjjz/GtGnTMG3aNEHCDjXoGX/0yIwSd+/epW4q8eci5+vKlSvjsccew/bt23HmzBmn9w2fkMoI+Dlgy5Ytur7/7LPPwmq1YsGCBbDZbNi0aRMuX77stOKpYeTIkThz5gzefPNNlC1bFv369dPVFqDY8jh8+HBkZmYiLi4OP/zwA3bu3Kn7fEoMHToUS5cuhd1uR79+/fDHH3+Y9lvu4DWlrkKFCnjkkUdw7do1xMXFoW/fvrKfP3/+PIDiDHUkRmQ5c4XfYXF3p1cvrVq1QkBAAHbt2uWV3zeb1q1bA4Bz11stXbt2xbp161BYWIiuXbs63UXcoW7duoiJicHevXtF6XHVEBMTg969e+PHH3/EM888g9TUVOpzCwoKQvPmzfHWW2850/mvWLFC8fy8uxuttEBGRgaOHDniTNfsDkb3ebP6cEhICNq0aYPp06c700OvXLnS+X5sbCwAUC1StLT77nL+/HmULVuWmtqbNi5p6fv8Z424h8888wwCAwPxxx9/4OTJk5Kf+/nnn3Hjxg3UqVPH6Y4UERGBhg0b4vbt2zhy5Ijs70RGRqJBgwY4ceKE6lTqnhzb9cC7N7p6IcjJpetx14yZnuib/O/R7ltycjL1t7X2YbXExcVh4MCB2LNnD/766y8sXboU1atXR48ePXSfUw69/ahPnz6oVq0afv75Z6xbtw4XLlzAk08+6XxePEbKoxL8b23atEkxAx5/3X379hVlAd6/fz+13JPcb6qdl2NjY6n9yW63K44TPMnJyXA4HOjRo4coO+e1a9eQnJws+o7cXKVn/NEjM0oUFRVh9+7douP8uEBzY+cLZP/www+mbIDwStny5ctl5wAAkpb5xx57DCkpKVi9erWzxAEtM64Uw4cPR3BwMK5du4ann35as9Luyqeffor169fj6aefxtatW2G1WjF06FBNpaK0MmDAAKxYsQIWiwWDBg2SzMrsTbym1AHA559/jhUrVmDt2rWKftN8ulpyZz85ORlvvfWWoe3i08zrEWYjqFChAoYOHYqDBw/i/fffp+6GXbhwQWQ94msaSS00fIVHH30UiYmJWLlyJZYtWyZ6X26nsEOHDs4ahz169HB7gg0KCsJLL72Emzdv4uWXX6ZOgDdv3hQMguvXr6c+k5SUFABAaGgogOIJlbb7xx/jPyfH008/DavViv/85z/OyZvnnXfeQWZmptuDI2B8n9fbh2ns2rWL6sZGu4+8ZeHHH38UfPbYsWOYPXu2pmtQQ2JiItLS0kS1Jn/66Sfq4khL3+/bty9q1qyJb775BklJSdTf37NnD3JzcxXbWaNGDUyZMsVZvoM2qa9cuRITJkxAYGAg5syZI4hNePnllwEUp4zPzMwUfM9utzstU0CxO1VhYSGee+456o59enq6M44FkB7bDx8+jA8//FDx2szEbrc7+42r0tO2bVvUqVMHf/31l9Otmuf333/Hzp07Ubt2befuOOCZvjl06FDneOFaI8zhcOCNN96gusdr7cNa4BeqTz75JHJzcw2LD6Ih1Y82bNggWWML+J+r6O3bt53uYGPGjBF9zkh5VKJ58+Zo06YN/vnnH3z22Wei91NTU51xj/x1k/N+SkqKs7yOGrTOyw8++CCuXLmCjRs3Co7PmDFDtbsi3/a//vpLoKRlZ2dj9OjR1HlDaa7SOv7okRk1TJ48WaAcpaWlOUv40Fwqu3btijp16mDevHlYvnw56tSpI1kHUA+JiYmYNm0aCgsL0adPH8mNpPXr10vGVfI16z799FOsWrUK5cuXd5aZUENcXBw2btyIFStW6CoJwLNv3z783//9H2rVqoVvv/0WjRo1wpdffolr164J6k6bQZ8+fbBmzRoEBwdj2LBhqjyuPInXYuqA4uLe1atXV/XZRx99FPfffz++/PJLHD9+HA888ACuXLmCNWvWoE+fPqIile7QtWtXfPrppxg9ejQGDBiAyMhIxMTEqIqBMoqvv/4a586dw7vvvouFCxeiXbt2iI+Px40bN3Dq1CkcOHAAS5YsEdw/fvBRClj1NsHBwfjtt9/Qo0cPDBo0CN999x1atWqFvLw8nDp1Clu3bpV06wCKdxS3bNmCHj164OGHH8bq1atVBa5K8c477+Do0aP47rvv8Oeff6JLly6oXLkyUlJScO7cOfz999+YOXMm6tevD6A4cUdoaCjatWuHxMREcByHXbt24cCBA2jWrBm6desGoLj24jfffIOOHTvi/vvvR2xsLC5cuIA///wTISEhmDBhgmLbEhMTMWvWLLz44oto1qyZs07djh07sGfPHtStWxcff/yx7mvnqVOnDipXroxff/0VVqsV9913HywWC4YNGyZZe0YJPX2Yxueff46NGzeiU6dOqFGjBiIjI3HixAmsW7cOMTExgp3Cvn37ok6dOliyZAmuXbvmXHjwdftoixV3eOWVV7Bhwwa0a9cOTz75JMqUKYODBw/ir7/+whNPPCFa8Gvp+1arFX/88Qd69uyJPn36oE2bNmjatCnCw8Nx9epVHDhwAMnJybh58ybCw8MV2zpt2jTk5OTgiy++QJMmTdCzZ080aNAANpsNu3fvxr59+xAWFoYlS5aIiuGOGjUKf/31FxYsWID7778fffv2Rfny5XH9+nVs27YNzz33nDMe4LnnnsOhQ4cwZ84c1KxZEz179sR9992HtLQ0XLx4ETt37sSzzz7rrFc2fPhwfPrpp3j11Vexfft21KpVC+fOncOaNWvQv39/LF261IAnpcyRI0cEMQ0pKSnYunUrzpw5g7i4OGc9JKDY9Wz+/Pno3r07Bg0ahL59+6Ju3bo4c+YMVq5ciaioKCxYsECgGHuibyYmJuKjjz7Ca6+9hgceeACDBg1CmTJlsGHDBmRkZKBx48Yi5U1rH9bCQw89hKZNm+LIkSOwWq2644Pu3r0ruVgLDw/HnDlzMG7cOPzyyy948sknMWDAAFSuXBnHjx/H+vXr8eSTT8r2o5EjR2LatGm4efMmGjdu7LRauWK0PCqxaNEidOrUCW+++SaWLVuGjh07guM4nDt3Dhs3bsTp06eRmJiIli1bom3btvjjjz/Qpk0btGvXDrdv38a6detQp04d1XFGWufl119/HRs2bEDfvn0xaNAglC1bFrt378bFixfRqVMnVZvLFStWxFNPPYVff/0VTZs2RY8ePXDv3j1s2rQJoaGhzr7jitJcpXX80SMzSlSqVAmFhYVo2LAhHnvsMdhsNvz++++4efMmxo0bJ5k8acyYMXj11VcBmOOmPGXKFBQVFeG9995Dy5Yt0aZNG7Ro0QKRkZG4ffs2du7ciXPnzlETMwHFG+nVq1d3FsMeMWKEpkQ2AD0hjRb42n8BAQH49ddfnfWdx4wZgy1btuD333/HrFmz8Morr7j1O3J069bNWXNv5MiRyMvLc25geR3VeTLdBJR0pVJIlTS4cuUKN2TIEC4hIYELDQ3l6tevz3388ceczWajpnJVSl8ql2L3888/5+rWrcsFBweLUirLlTSgpV5VSuVLazvHFdeN+c9//sM99NBDXHR0NBccHMxVrVqV69KlC/fll19yd+/edX7W4XBwZcuW5RITE0WpZdWgpaSB1HXQ7otcev3Lly9zY8eO5RITEzmr1cqVLVuWa9WqlaiWn2udOleOHj3KlS9fngsNDXWm6VVKdyx1LofDwS1YsIDr0qULFxsby1mtVi4hIYFr27YtN3PmTEGNnm+//ZZ7/PHHuerVq3NhYWFcbGws17RpU+7jjz/mMjMznZ/bu3cvN2bMGK5x48ZcbGysMz3xM888I6rfpMSGDRu47t27czExMVxwcDBXs2ZN7o033qCmbdZT0oDjOG7//v1cly5duOjoaM5isQhkR+mcRvRhKTZs2MA988wzXL169bjo6GguPDycq127NvfSSy9xly5dEn3+2rVr3KBBg5z3vEWLFtzy5csV08bLIScbf/75J/fggw9ykZGRXJkyZbju3btzO3bsMKTvcxzH3b59m3vrrbe4Bg0acGFhYVxERAR3//33cwMGDOAWLlyoWd737dvHDR8+nEtMTORCQ0O5iIgIrkGDBtxrr71GrVfmyqJFi7gOHTpw0dHRXEhICJeYmMgNGTKEO3ToEPW+9OnThytfvjxntVq5+Ph4rmXLltzbb7/NnTp1SvDZEydOcI8++ihXvnx5Ljw8nGvWrBn3448/6io7ozQGkEiVNAgNDeXq1q3LTZgwgbt+/Tr1u6dPn+aefvpprmLFilxQUBBXsWJFbujQodzp06epnzeyb8r1r8WLF3MPPPAAFxISwsXFxXFDhw7lrl+/Lnk+rX1YahylwdfrfPLJJ1V93hXX2qhSf2XKlHF+/u+//+Y6d+7MxcTEcJGRkVzbtm25FStWqOoTfLmcOXPmyLZJizxqTaFOcvfuXe7NN9/kateuzYWEhHBlypThmjRpwk2ZMoXLyclxfi41NZUbO3YsV61aNS4kJISrUaMGN3nyZC4nJ4f6rIwam1avXs01b96cCwkJ4cqWLcsNGjSIu3TpkqaSBjk5OdyUKVO4mjVrciEhIVyVKlW4cePGcXfv3pXsr3JzFY+W8YfjtMuMFPz9zsjI4MaNG8clJCRwwcHBXN26dbnZs2fLlidIS0vjAgICuNDQUEFdSrUoreF4Tp48yY0fP55r0KABFxUVxVmtVq5ixYrcww8/zM2dO5daN5CHLwEBQHKc4zhxSQM1bVdT0oCvHTh79mzROTIyMrjq1atzwcHB3MGDB0Xv6y1pILXu2bdvHxcbG8sB/6vHK1V3Tgqtn1fCwnEKDtsMv+Dff/9FkyZN8M033/jOjgGDwWAwSjXDhw/HwoULsWXLFpEF2FdwOByoWbMm7ty5gxs3biA6OtrbTWKUQrZu3YquXbti2LBhzizPWrBYLOjYsaPPh+B4i2nTpuG9997Dtm3bDHVt9SV820+PoZodO3YgPj5esdYfg8FgMBie4PLly1i6dCnq16/vswodACxbtgyXLl3C2LFjmULH8Bq8i7c7oT47duxwxq3evHnToyW9fJWGDRvixIkT3m6GR2BKXQnhpZdewksvveTtZjAYDAajlLNw4UKcOXMGS5cuRWFhoTNBhK8xY8YMpKWl4aeffkJkZKRbyRsYDD38+++/WLVqFQ4dOuSMUWzVqpWuc5HlNPh4s9LOuHHjnInsgP8l6CmJMPdLBoPBYDAYhtGpUyfs3LkTVatWxeuvv+6zG44WiwVWqxUNGjTA559/7tPWREbJZN68eXj22WcRHR2NXr16Yc6cOShbtqy3m8XwU5hSx2AwGAwGg8FgMBh+jFfr1DEYDAaDwWAwGAwGwz2YUsdgMBgMBoPBYDAYfkypTZTicDhw48YNREVFOTMFMRgMBoPBYDAYjNIHx3HIyspCQkICAgL8z+5VapW6GzduoGrVqt5uBoPBYDAYDAaDwfARrl69iipVqni7GZoptUpdVFQUgOIH5+m6NDabDRs3bkSPHj1gtVo9+tsMRkmEyRSDYRxMnhgMY2Ey5R9kZmaiatWqTh3B3yi1Sh3vchkdHe0VpS48PBzR0dFMuBkMA2AyxWAYB5MnBsNYmEz5F/4aluV/DqMMBoPBYDAYDAaDwXDClDoGg8FgMBgMBoPB8GOYUsdgMBgMBoPBYDAYfgxT6hgMBoPBYDAYDAbDjym1iVIYDAaDwWAwGAxfwG63w2azebsZJRKr1YrAwEBvN8N0mFLHYDAYDAaDwWB4AY7jcOvWLWRkZHi7KSWamJgYVKxY0W8zW6qBKXUMBoPBYDAYDIYX4BW6ChUqIDw8vEQrHd6A4zjk5uYiJSUFAFCpUiUvt8g8mFLHYDAYDAaDwWB4GLvd7lToypUr5+3mlFjCwsIAACkpKahQoUKJdcVkiVIYDAaDwWAwGAwPw8fQhYeHG3re7OxsZGdng+M4Q8/rz/D3uCTHLTJLHYPBYDAYDAaD4SWMdLm8evUqbt++DQCoUKEC7rvvPsPO7c+UBrdWZqljMBgMBoPBYDD8HIfD4YwdA4A7d+7Abrd7sUUMT8KUOgaDwWAwGAwGw88pKioSuFxyHFei3Q0ZQphSx2AwGAwGg8Fg+Dm0GDqHw+GFlhSTnZ2NV155BQkJCQgNDUXTpk3x66+/ij5ns9nwxRdfoFGjRggLC0NMTAzatGmD3bt3Oz+Tk5ODp556CnXq1EFUVBQiIiLQoEEDzJgxAzk5OZ68LJ+FxdQxGAwGg8FgMBh+Dk2B86ZS179/fxw4cAAfffQRateujcWLF2Pw4MFwOBwYMmQIgOIMoP369cNff/2FN998E23atEFOTg4OHTokUNZsNhs4jsPEiRNRvXp1BAQEYOfOnZg+fTq2b9+OzZs3e+syfQam1DEYDAaDwfAof/31FwoKCtClS5dSkcCAwfAEvqTUJSUlYdOmTU5FDgA6d+6My5cv44033sCgQYMQGBiI//znP1i3bh3+/vtvtG7d2vn9Pn36CM4XExODpUuXCo5169YNBQUF+OSTT5CcnIwaNWqYf2E+DFPqGAwGg8HwUc6dO4cZM2YgJCQE06dPR8WKFb3dJLd588038emnnwIAhg4dikWLFnm5RQyGb+BwOJCamqr7+9nZ2UhPTxccu337NgoKCtxtGsqVK4eAAPVRWytWrEBkZCQGDhwoOP7ss89iyJAh2LdvH9q0aYPZs2ejQ4cOAoVOC+XLlwcABAUxlYbdAQaDwSD4999/MX78eGRnZ+ODDz7Aww8/7O0mMUohDocDvXr1woULFwAAp06dwq5du7zcKvew2WyYM2eO8/XixYvx5ZdfOhdmDEZpJjU1FRUqVPB2M6ikpKRoktPjx4+jXr16ImWrcePGzverVq2KS5cu4dFHH8WUKVPw008/ITU1FXXq1MGbb76JESNGiM7LcRzsdjtyc3Oxe/dufP755xg8eDAr3QCm1DEYDIaIkSNH4uDBgwCAwYMH4+bNmwgNDfVyqxiljTNnzjgVOqDYZTEvLw9hYWFebJV7ZGVlCeJkOI7D7du3mVLHYJQwUlNTqe6QZcuWdb5//fp1AMD8+fNRpUoVfP311yhTpgx+/PFHPPPMMygsLMTo0aMF31+6dKnTnRMotvz98MMPJl6J/8CUOgaDwXChqKjIqdABQEZGBk6fPo2mTZt6r1GMUglfQNiV7Oxsv1bqaFnqsrOzvdASBoNhNnLxshaLxRnvl5+fj6SkJFSrVg0A0L17d7Ro0QLTp08XKXU9e/bEgQMHkJWVhT179uDjjz9GamoqVqxYock9tCRSuq+ewWAwCHJzc0XHfDld8r1797Bz506qAsDwb2jP1Jf7ohpo7ff3a2L4L+vXr0fz5s3RsWNHHDt2zNvNKVGUK1eOGh+YlpYGAIiKikJISAgAoHbt2oJ4YYvFgp49e+LatWuCYuoAEBsbixYtWqBz586YMmUKfvjhB6xevRqrVq0y8Wr8A2apYzAYDBf8Sam7efMmHnroIVy+fBlly5bFli1bmEWxBEEuZgDf7YtqYUodw1fIzc3F4MGDkZGRAaDY7X7//v1ebVO5cuWocq+WlJQU3LhxQ3CsQoUKSEhIcLdpKFeunKbPN2rUCEuWLEFRUZEgro5XnhMSEmCz2RAaGoqCggLcuHED1atXd36Or7mnZH1r1aoVAODs2bOa2lcSYUodg8FguOBPSt2yZctw+fJlAMW7nz///DO++uorL7eKYRRS7pf+jD+5X3Ich6+//hpJSUno0KED3nzzTQQGBnq7WQyDOHbsmFOhA4ADBw7Abrd79RkHBAS4FV9aVFSEvLw8wbHY2FivxKz269cPP/74I5YvX45BgwY5j8+fPx8JCQlo2rQpUlNT0bFjR2zZsgXXr193KnUcx2H9+vWoWbMm4uLiZH9n27ZtAID777/fvIvxE5hSx2AwGC7406KT3JG9efOml1rCMANmqfMua9euxcsvvwyg2E0vISGBmo2P4Z/QxsucnBxER0d7oTXGQKtJZ7fbvdASoFevXujevTvGjh2LzMxM3H///ViyZAnWr1+PRYsWOePtxowZg927d+OZZ57BjBkzEB0djblz5+Lo0aNYtmyZ83zff/89du3ahR49eqBq1arIycnBrl278J///Adt2rRB3759vXKdvgSLqWMwGAwX/MlSR9YeKiws9FJLGGZQWpQ6X9004S0APNu3b/dOQximcOvWLdExf5cvXyo+DgB//PEHhg0bhnfffRcPP/ww9u3bhyVLlmDo0KFO98oqVarghx9+QLVq1fD8889jwIABuHnzJlavXo0nnnjCea5GjRrh3r17mDx5Mh5++GEMGjQIGzZswJQpU7Bp0yZWpw7MUsdgMBgCmFLH8BW0Jkq5fPkyduzYgebNm6NBgwZmNk03/mSpI93YjCjgzPAdaJY6X91gUIuvKXWRkZGYPXs2Zs+eLXrPtV33338/FixYgMqVK0ueq02bNvjzzz9NaWdJgVnqGAyGWyxduhRxcXGIj48vEdmnmFLH8BW0WOrOnz+PJk2aYMSIEWjWrJnPFin3J0sdKV9MqStZlERLHW/9csVb7pdKkG2VK3/AUAdT6hgMhm4KCgowbtw4pKamIiUlBePGjfPZCUQtTKlj+ApaLHV//PEH7t27B6C4HyxcuNDUtumFyRfDV5CKqfNnaPOvNy11cpDtKu015oyA3UE/5fbt23juuefQv39/HDp0yNvNYZRSLl++7Kw5AxQn7qDVpfEnaItOf7EksEVnySEnJ0eTVYuUuzt37pjSLnfxJ/dLJl8lm5Ko1NEsdb6q1DFLnfGwmDo/5dlnn8W6desAADt27MDNmzcRHBzs5VbR2bp1K5YvX46WLVtixIgRTHBLEDQFzt8nRbboZPgCUrWqpPpiUVGR4DUZD+Yr+LP7JZOvkgXN/dJX+6JafC2mTg5SqWOWOvdhSp2fsnXrVuf/09LScOTIEWcBRl/i33//Rbdu3ZzCy3Ecnn32WS+3imEUJVGp8yf3MHKRyRadJYfSpNT5qnwxpa7k4nA4NMfU3b59GwcPHkSTJk1QpUoVM5unG18qaaAE2Va24e8+TC32Q+x2u2iyyczM9FJr5Fm3bp1gN2bt2rVebA3DaJhS513YorPkQounA6T7os1mE7z2J6XOV60jTL5KLmlpaaKNEEBavi5cuIBGjRrhkUceQcOGDfHvv/8a2h6a26QemKVO/e+VRJhS54fQJmtfnRTJdtEWzAz/hSl13oUtOksuzFLnffLz8wWvmXyVHGjxdID0WurXX391xqneu3cP8+fPN6QdVqsVgHFrI5oCx3GcTyp2nrbU8feYv+clEeZ+6YfQJuusrCwvtEQZtugs2dCUOl/dYFALS5TC8AXctdT56gaaPyl1rKRByUVKqZPqi+Qmi9T3tRIYGIiYmBjn+cPDw91SbqRcLXNzc32uODep1BUVFYk2UoyA4zjk5uYiJSUFMTExCAwMNPw3fAXfesIMVTCljuEraLXUXbt2DVu3bkXTpk3RuHFjM5umG2apY/gCUpY6qQ0Gf7bUsU0ThqehxdMB3nFvrlixIgBpmdfC7du3qVa5ixcv+pxSR7Y1MDAQoaGhpv1eTEyM816XVHzrCTNU4U/ul8x9pWSjRam7cuUKmjZtivT0dAQFBWHdunXo1q2b2U3UjD9bEph8lRy0Wur8Walj8sXwNFrdL0n5MtISbrFYUKlSJVSoUEGkPGplwIAB1LatW7cO1atXd+vcRvPkk08KDBL//e9/Ua9ePVN+y2q1lmgLHQ9T6vwQZqlj+ApalLqVK1ciPT0dQPEEuWDBAp9U6piljuELaI2pY4lSjIfJV8lFq6XOE5smgYGBbikeHMfhzJkzVEtdfn6+qVYwPZw/f16w8R8cHOxzbfQ3WKIUP4QpdQxfQYtS51qkHPDd4sj+pNTRShqUhgxfpQF3E6UUFBT4ZHIEWvttNptPzg1s/iq5aI2p84dNk8LCQkmZ97U5jOM4kXyFhIR4qTUlB6bU+SFMqWP4ClqUOn9xD6MpdYWFhW67xZgBLXEDLU03w/9wN1EK4JsyJtV+X1t0Amz+KsloVerMdL80Cjl59zVreFFRkWgDklnp3IcpdX6IP8XUsUmx5MJxXKlR6gD/WHQCTMZKAkVFRVTZAtTLF+CbMsaUOoYvIOV+KbWW8gdLnZyi6WvyRZu7mKXOfZhS54cwSx3DF8jNzaWmH/Zn9xXAfxadNPcVgMlYSeDu3buSbrQ5OTlUFyt/UOrsdrtkWQBflC9Slux2u2TKeIZ/4a6lztdkC5Bvk6/JF23twJQ692FKnR9C241hSh3D07hrSfDFSRHwH0sdzX0FYDJWElBKbU6THX9wv5STIV/zNpGSIyZf/k9OTo7kmsmf5y9mqWMwpc4PYZY6hi+gVanzF0udvyh1UhYPJmP+j1Q8HQ+tL/qDpU5Ohph8MTyFlOsloN79sjTE1K1evRq9evXCyy+/bPgakyl15sBKGvghLKaO4QuUNkudr8kYW3SWXJQsdWqVOl9bePqTpY7JV8lFyvUSUD9/2Ww22O12n6p9ZqSl7vLly+jbty8AYP369bBarfj888/dap8rTKkzB2ap80P8yVJHKz7OUq6XDNxV6mg+9d7Gn2J+mHtYyUWPpc7f3S/1yNecOXNQu3Zt9OzZE5cvX3anaSKYUldykbPU5eTkUNco/mAJNzKmbufOnYLXW7Zs0dUmKUj5CgoK8ikF2V9hSp0f4k9KHSm4HMexQPMSghHul76m4PtToDlbdJZclCx1NKuWPyw6jbTUJScn48UXX8S5c+ewceNGvP322+42TwCTr5KLnKWuqKiI+oxpmya+Zgk30lJH3gOz3S+Zlc4YmFLnh9Am6ry8PJ9Ullh2vpKLu5Y6WnY5b8Nifhi+ALPUKXPw4EHB6z179uhqkxRSngRScsfwH+QsdYD/xqwaGVNHXq/RSh0pX0ypMwafVermzp0Li8WCyMhI5zG73Y4vvvgCDz/8MKpUqYLw8HDUq1cPkyZNQkZGhvca62GkBNfXYhIAptSVZNy11AG+Nyn6e/YwgMlXScComDpfky8jlTqzF51MvkoucpY6wH83TYycv0j5Mnp9ySx15uCTSt3169fx+uuvIyEhQXA8Ly8P06ZNQ7Vq1TBr1iwkJSVh9OjR+OGHH9C2bVufEzCzkLpOX3TBZEpdyUVKqZMa/P1h0Sk3KfrapglbdJZcjMp+6WvuYUa6X5KLbKbUMdSiR6nzB/kyMnyAltiMdg/0wpQ6c/DJ7JdjxoxBhw4dULZsWfz+++/O42FhYbh48SLKlSvnPNapUyfcd999GDhwIJYvX46nn37aG032KEypY/gCUkpdbm4uOI6DxWIRHPd3pY5Z6hieQo+lzh8sCWZa6vLz81FYWIjg4GBdbSNh8lVyUXK/9NeYVSPnL9p4kp2djZiYGK3NosKUOnPwOUvdokWLsGPHDsyZM0f0XmBgoECh42nVqhUA4OrVq6a3zxfwF/dLu91OjfNjk2LJQEqp4zjOb4sjG63Ufffdd6hevTrat2+Ps2fPutM0EWzRWTLhOE6k1EVERAhel0T3S3djfgBjNzaZfJVcSqr7pZmWOsDYNSYpX6GhoYaduzTjU5a6lJQUvPLKK/joo49QpUoV1d/bunUrAKBBgwaSnykoKBB0oszMTADFgkoTVjPhf0/v70oJZ3p6usevRQ65Is6+1E6GPqSUOgDIyMiA1WoVHJPa+TOiL7grUzz8uEAjKytL0/mvXr2KsWPHAgAuXbqEN954Q+B54C5S8pWbm8vky4+5d++eaMGTmJiIEydOCD5DPmMj5csoeSKRU7q0yhdN6UpLS0N0dLSutpFIzbNMvvwbu92OO3fuyH6GJl9Smwhq+4JZMuWKnNJllHzFx8frahsJOX8FBwf7hFz5QhvcwaeUunHjxqFOnTrOhZAarl+/jkmTJqFFixZ45JFHJD/34Ycf4r333hMd37hxI8LDw3W11102bdqk63vXr1+nHt++fbtP7RxJDTBbt25FcnKyh1vDMBo5F5Y1a9aIBn+aS9nWrVsVXWG0oFemeHbv3i353tmzZ5GUlKT6XPv37xe8/uuvvzR9X4m9e/dK/i7b9fRfbty4ITpGWur+/fdfUV+iZWs8efKkW33OXXki+ffffyXfS05O1tRW2rmSkpKQmJiop2kipORr9+7dfr/wK82kpaXB4XAIjkVGRgrWK7t27RKV26GtZ3bv3o2AAG0Ob0bLlCunT5+WfC8tLU2TfJ06dUp0bOPGjbh48aKutpGQ2WtzcnIMnR/14mtxklrxGaVu+fLl+PPPP3H48GFRLI4UaWlp6N27NziOw9KlS2WFa/LkyZg4caLzdWZmJqpWrYoePXoYtrOnFpvNhk2bNqF79+4ia4Ya3n//ferxOnXqoHfv3u42zzCkXBwefPBBNG/e3MOtYRhJUVGRrDtHq1atRJbzjz76SPS5pk2bolu3bm63x12Z4pGzPpYpU0aTfJE7nQUFBYbKp9SmSf369X1qHGBo4++//xa8joyMRIMGDQSbBJUqVVL1jCtWrKirLxglTySbN2+WfC8yMlJTW8+cOSM61rRpU7Rp00ZX20jS09Opxxs1asTky485fPiw4HVAQADuv/9+HDlyxHmMtpaiFcauW7eu6r5glky58scff0i+Z7fbNfVb2qZG48aN0blzZ11tIzl37pzgtdoxzWzkvHX8AZ9Q6rKzs/Hiiy/ipZdeQkJCgrM8Ae+7zrtyue5Wpqeno3v37rh+/Tq2bt2KGjVqyP5GSEgINRDTarWaJmBK6P1tqfo5eXl5XrsWGuRumOtxX2onQztKJUQKCwtFz5gWX2mz2QztC+7Ks1y8jLvylZOTg4CAAOriQA9SdSmZfPk3aWlpgtcVKlRAVFSU4BitL9KsRwUFBc7P5eXl4eDBg6hRowYqV66sqi1Gz49yniS5ubmafou0pOg5hxxMvkomd+/eFbyOj49HmTJlBMfy8/NFz5jmfkmb55Qwc80pV0MxJycHQUFBqo0mNPmi3Re9kPczNDTUJ+TKF9rgDj6RKOXu3bu4ffs2Pv/8c8TGxjr/lixZgpycHMTGxmLo0KHOz6enp6Nbt264ePEiNm3ahMaNG3ux9Z7HX7JfskDzkoucRQvw30BzM+v8AMbuApZk+crKysL69etx/vx5bzfF45DlDOLj4xUTpXAcJ5soJSsrC82bN0eHDh1Qt25d7Nq1y+BWq8PMkgYAky+1HDp0CG+99RaWLFlCXbyXZEgPoooVK+pORORrrnpy7SkqKtLUd2nyZWYiIpb90hh8wlJXsWJFbNu2TXT8o48+wo4dO7Bu3TrExcUB+J9Cl5ycjE2bNuGBBx7wdHO9DlPqGN5Gj1LnD9n5PKHUxcbGam4XjZIqX7wCcu7cOQQHB2PVqlV4+OGHvd0sj0HGnlaoUEFx0SnlFcHL16pVq5wxMtnZ2fj222/Rvn17o5qsGjNLGgAs+6UakpOT8dBDDzkX7Tk5ORg1apSXW+U5yBjuSpUqieSLtsGgtCmZlJSEpUuXonnz5hg/frzmWDsjUJpPc3JyVCtPns5+yZQ6Y9Ck1OXn52PBggVo37496tWrZ1gjQkND0alTJ9HxefPmITAw0PleXl4eevbsicOHD2PWrFkoKioS+P2WL18eNWvWNKxdvoq/lDQoqZMiAGzYsAE//PAD6tSpg3feeQdhYWHebpJHYUqdMrTrvXfvnuY2SVFS5SspKckZb1FYWIhvvvmmVCl1pKWOptSRY71U4g5evi5fviw4rpTS3SzMLmnALHXKJCUlCfrLb7/9VqqUOrLvV6pUSeRqq3X+OnLkCPr06QMAWLBgAYKCgjBu3DijmqwaJcthTk4OypYtq+pcnt40Ycm9jEGTUhcaGoqXX34ZGzZsMFSpU8vt27dx4MABAMCECRNE748YMQLz5s3zcKs8j5GWuuPHj2PWrFmIj4/HlClTRIsHdyipk+Lly5fRq1cvp9sKx3H48MMPvdwqz2KU+6VUfKi38KdFp5Qc+bt8kdkfL1265J2GeAGbzYYtW7YIjsXHxyMyMlJwjOyntL4G/G+RR84N3sreaLaljil1ypAbS0rp/UsSHMcJEqIAxZ5i5D2huTfTZIaXr/Xr1wuOb9q0yStKnRpLnVqYpc4/0ex+WaNGDUNTkMsxb948gZKWmJhY6vy/SRwOh+Rko1Wpy8vLQ9u2bZ0T4c2bN/Hzzz+73Uaekjopbtu2TdAPN2zYwJQ6Amapoy+cmaVOGbJPKPW1ksRPP/0kKlLftm1bUSZGsi8qWer8QanLzc2Fw+FQ7bbG3C/1QcoXmZinJLNq1SpRdtl69erh2LFjgmOk8qLk3kwmDvPWvKZkqdOilJktX+SGLlPqjEGz0++ECRPw0Ucf+X3aT39FzrKhVeD27dsneI5r167V3S4aJXVSJBcmUqmvSzJkBjESptQx90u90JS60rCZl52djWnTpgmOtWzZEj169FCMqZOy1PmTUgdoSzxhtqVOaq6VyzDoD5RWpS4/Px+vvfaa4FjlypXx+OOPuy1fat2hzYZZ6hiaLXUnTpzA3bt3kZiYiC5duqBSpUqCFKkWiwWzZ882tJGM/yEntFoFjjxXeno6OI5TnfJWidKy6CyNSl1pzH7JZw8LDg5WdS7mHqYPsk8UFhYiJydH5IJY0vjiiy9E8XSffPIJAgICSo1Sp+U5ezo7H4+/yxeprGZlZRleWsYX+fLLL5GcnCw49sknnyAiIkLRvdlfLOFqYurUwrJf+iealbqvv/7a+X9aoUOm1JmLnNBqFThyIWCz2ZCfn29Y0g+pnU5/nxTJRWdmZqYmt6GSQGl0vwSKr8sdpY5Z6pSh9YnU1NQSrdTdvn0bn376qeBY7969nUnClJQ6f1l0Ki0qs7OzER8fr+pcbNNEHzT5Sk9PR4UKFbzQGs9w/fp1zJw5U3Csbdu2GDx4MACxfJEb5Eoxq75iqTNSqWOWOv9E8yrU4XDI/kkV7GQYg9wi2F2lDlAuKq2F0jIpchxn6GLdHyCVOlKhLYmWOsD9mAS26FRGSqkryUyfPl3QtywWCz766CPna3LRycef8fhDohSO40xfdDL5UoYmXyXdBXPSpEmCvmWxWPDVV185vZJKgiWc4zjRsyWtr74UU8eyX5pD6TEtlBCMdL9klgR90J6BkcqwP0AusitXrix4TeuLSpa6jIwMLF26VJSdzJOocQ9TC0uUoo/StujMyMjADz/8IDg2YsQINGrUyPmaZqV0VZD8wVKXl5enGBvpy4tOHiZf/sXNmzexaNEiwbGRI0eiWbNmztclwf2yoKBAJF/ly5cXvGaWupKPbqVuw4YNmDx5MkaPHo0rV64AAA4cOFCq0uN6AyMtdWzRqQ+m1ImVuvvuu0/wWq37Je+im5mZiUaNGuGpp55CixYtsGLFCgNbqx5/siSU1JIGpc1Sd/z4cUFfCQoKwvTp0wWfoZWace2LUpYEm80Gu90umhu80UdosqPGwi8Fs9Tpo7QpdcePHxe8DgsLE7li6rXU+ZL7Je25Gq3UseyXvo9mpS43Nxfdu3dHr1698Mknn+Dnn392ZsL77LPP8PHHHxveSMb/kFPqcnJyJFPv0mDul/qQikkoLXAcp1mpk6rzw9/LNWvW4Nq1awAAu92On376ycgmq8ZspY5tmihT2pQ6ss/FxcWhatWqgmN6lTqg+H76giWBJjvkopNZ6syntCl15PVWrFhRFD+oFFOn1VLnjT5Cm7vi4uIEr5mlruSjWal7++23cfDgQSxfvhz37t0TmHt79OiBzZs3G9pAhhClGCR3J0VPLDq9FURsFKXdUpednS16hkpKnVKdn5s3bwqOe8viz2LqvE9pU+rI66UlqqIdc5UxuTE1NzfXb5Q6Iyx1RpW/kJKvklbSACjZSh05poeHh4s+Q4tZde1H/hBTZ7SljmW/9E80K3W//fYb3n//ffTr10800dx3331OV0yGORip1DH3S32UdksdbYGtpNQp7XT6gvsKwCx1vgBT6sQKXEBAgGgxqtZSl5qaKtpU8QWlLiwsDNHR0bKfkYN2DTabzTClq6TKFy0rdUlW6tTIFxlTRyYd8Qf3S3LuslgsKFeunOCYu5uS2dnZpm2aMKXOGDQrdXfu3EGDBg3oJwsI8LlsdiUNpfurZSeFLTr1UdotdeQCOygoCBUrVhQc88fsYQ6HQ/RsyYmGxfyYT2lX6miWBEDeRUxOqUtJSREd8wWlLiIiQtHtTQ6pazbKmlCa5Ku0K3U092bXvii3KVlYWCjqE75gqQsLC1OMFZSDJl+0OVIvLPulOWhW6ipXroxjx45R3/v3339RvXp1txvFkMZspc5I5aS01KkDSrelrly5corZw5SUOl/Y6aQ9VzL2gmW/NJ/SptSRO+xSdULlFmhy8kJT6ux2u2E77mqhKXVK44YcUmOKURsnpUm+mFKnL2aVFq8K+IalLjw83HClDjAuro5Z6sxBs1LXv39/zJw5E4cPH3Yes1gsuHz5Mr788ksMHDjQ0AYyhJSEmLqSOCmWdEtdfn4+Vq1aha1bt4ri3cqVK1ciiiPTXC/NiPkxitIkXyVZqVOz6ATk065rtdQBnpcxZqnzDUqbUqcmpo52TI180ZKGAb6xKRkWFmbKpolR8sWyX5pDkNYvTJ06FVu2bEGrVq3QsGFDWCwWPPvss7hw4QLq1KmDSZMmmdFOxv/HSEsdsyToo7QpdRzH4dFHH3UmQSIXYlKWOo7jnMVdpSYIfmD3BUudGqXO3UVnYWEh8vPzDXE1YSUNSgZ63S/VWupu375NPW6z2RAcHKy2mW6jRqljljrzKW1KnZaYVdc5wB1LuC/MXzRLnRGbJsxS59tottRFRUVh9+7deP/99xEZGYmaNWsiPDwckydPxs6dOyV3GRnGoJTIgcXUmU9pc79MTk4WZLUlF140S53D4RA8f60xdb6SEtpoSx1gnIyVJvkqyUqdEe6X/mqpY+6XnoXjOJYoRaV8uRuz6mn3ZqNj6qTGByMsdRzHieSIKXXGoNlSBxR3lkmTJjGrnBfwp5i6kjgpAqXPUqdUXoCm1AHFEwhvkZJzv+Q4zictdcHBwW5l55NbdMbHx2tvIEFJlC9yM4AnIyMDRUVFCArSNWX5NHoXnSVBqXPHkmDmohMomSUNpOLcmVJX7N7sOte5Y6kDiuNWPTleeSqmzgj5os1RTKkzBs2Wuho1auDo0aPU944fP44aNWq43SiGNCymzvuUNkudknW4fPnybhVHLigo8ImYOqMtCVLXwCx10kgtOoGSK2NGWBL0LDp9QanzZUtdSUz0JbV+yMjIgN1u93BrPIOamDrA/zdNPBVTZ4T7JW3uYtkvjUGzUnfp0iXJxUR+fj4uX77sdqMY0rCYOu9T2ix1Sn3uiSeeUFTq5CY4WgYxX7DUmbXTydzDpJHrayXVBdOImDp/WHR6KubHKPewkihfUooqx3GGzv2+hDfcLwEmX3LQZItZ6oxBl22YT35AkpycjKioKLcaxJCHuV96l6KiIup9K6lWBEA8WdSoUQOvvfYajhw5ggEDBqB58+YAigdl12eudtGZl5fnk+6XZk2KzFInTWlU6tTG1MntuutNlOJJ/MlSJ3dvSqp8paWloWzZsh5sjWcwwr3ZHyzhamPqXBOYyeFpSx1T6oxBlVI3f/58zJ8/3/l67NixoliTvLw8HD16FB07djS2hQwBZit1mZmZqoVeiZK46JTa6czPzzcsq6GvQfa5MmXKYNy4caLPRURE6FbqyH5rt9vhcDgQEKDZmUA3/mSps9vtku5S/ixfpVGpMzumTqq/ebqfeKqkgRHyJRc3V1Llq6TG1XmrZIin+4ma+YtPlKMmoaGZljraOoopdcagSqnLzc11BpBaLBZkZGRQ05EOGjQI7733nvGtZDghByir1SrYEXI30NzhcCA7O9sQi2tpikkAii0wJVGp0xKT4LowUBvzk56eDofDITpus9k8OtB7SqkzwlInJ0MlVb68tegsKirC/PnzkZ2djZEjR4oWf+5itvulFL5gqfPVRA5MqSs56I2p8zf3SzUxdUCxjKlR6qTab5alzpPlVUoyqpS6sWPHYuzYsQCA6tWrY/ny5WjSpImpDWPQIQW3QoUKuH79uvO1u5Y6oHjRaYRSVxItdXKTYnp6uiFZDX0Nsy0JUtk1fUGp81X3MLlFZ1FRkcetnEbhi5a6UaNGOT1VFi9ejL179xriycBjtnuYFL6g1PmjfJXU+ctbSt358+fxxhtvID8/H++//z5atGhh6PnNli+5+cuTqNmUBIqvKy4uTvF8ntw0sVqtfjlf+SKaY+ouXrxoRjsYKvGEUpeRkYEqVaroa6ALpU2pK6nJUkpLIgejLQlmZr9USqvuaYXYKHxNqeM4ThB6sH//fuzZswdt2rQx7Df01qlTa0mQwhflKzs7W7X7v5klDeTkq6CgwLAQBU/ji0rdk08+icOHDwMATp48iQsXLhhaCsBs90upcckXLHW0uVqtpc2TMXX+OFf5KrpU44KCAnz//fcYPHgwunfvjnPnzgEAVq1aheTkZEMbyBBCU+pcYYkczEXJUlcSMaI4cknZ6fSHmB/Af2XM15Q6Wh88dOiQob9htiVcCl9Q6siFtN1uV913vSlfeu63L+BrSl1ubq5ToQOAK1euYMeOHYb+htnyJVVk3Bfmr8DAQFFIiNqNSU9a6kpi2Iq30LwdcvfuXXTu3BknTpxAxYoVcfv2bedDXrlyJTZs2IA5c+YY3lBGMeQAVb58ecFrd0saAEypk4NZ6kpucWS1MXXuZg/zhKXOX2XMH5S6W7duGfobai3herNfSuELSh3NPSw7O1vVzr23N02sVqvbv+Np5OpAekOpo41TRnuDGRFT5w/yJTVPR0ZGCp67GqXO4XBQ49wBZqnzdTRb6t58801kZGTg4MGDuHLlimCXonPnzobvsjCEkAMUaakzyv3SCJhS5xkKCgrw+eef45133pFMX+4ORhRvLSmWOofDobjg4/H2otMf8TWljvYMjZYxIyzhJcVSR/ucFN5KlAL8T75u3ryJhQsX4ujRo27/pifwNUudNzZNjHa/lMIX5i9AftyQQq4QvRnZL5lSZxyalbo1a9Zg+vTpaNasmWi3ukqVKrh27ZphjWOIUXK/NCpRihGUNqXOW+6Xo0aNwuuvv44ZM2agXbt2kjtsevGWpc4XUkKbsegsyZa63NxcfP311/j2229VK7+u+JpSR1uYGa3UleZEKVKWOjUobZr8/vvveOCBB/Dwww9rDgtRI183btxAo0aNMHz4cLRo0QIbNmzQ9BveoLQpdRzHlRr5krL46wkhkGs7//3Vq1ejbdu2GDRokOZnxix15qHZ/TIzMxPVqlWjvmez2fzW19xfUFLqcnJyVGe+M3PRWRrraHnLUrdq1Srn/8+fP49//vnH0AxiRljq9Ga/9CTkdUotOnNyclCuXDnF85np3qwkQ96SscceewxbtmwBAGzcuBErVqzQ9H0597CSqNTRFp1q5SsvLw92ux2BgYF+YUmgKXWBgYEICQmRrG8ph5ylLiUlBU8//bTzvOPHj0dSUpLqtqpR6lavXu3sk0VFRZg3bx569uyp+je8gT8odUbKV2FhoSjmraQmIpKy+Oux1Mldb1ZWFm7fvo2BAwcK5pmlS5c6/5+dnY2FCxeiTJkyeOqpp0TrUabUmYdmS1316tWxZ88e6nv79+9HnTp13G4Ugw5fONIVMqaO4ziRcEvhrex8tIHWX/BFSx258+aaDdUISktKaHKyk0oJbZQlwR3UWur+/PNPDBo0CDNnzjT9ft69e9ep0AHFMdZaFTElS52nxw3aPZOyLOuB9hzVyhfwv4Wcry86CwsLRW3kr0dPWQOO4yQ3De12OzZt2iS4t3v37hV9Zt26ddi5cyf1HEryVVBQIFI+zHB9Nxp/UOqMtNTR1kIltQ6k1OaQHvmSu97s7Gzs3LlToND9/fffzv9zHIcOHTpg3LhxGDp0KF599VXROZhSZx6albqhQ4fi448/xqpVq5wTrMViwYEDBzB79mwMGzbM8EYyiqHtYpOWOkC9C6aZMXVyO+5yv+3r+Jqlzm63ixa6RsckqLXU6Y1J8BWlTip7GDnh+Iv75cmTJ/HYY49h2bJl+L//+z988cUXbv+uHDRllc+MrBY5+SooKFC9YWUUZlsSaNejRanj+6Kvu4fRZIa/Hj3uYUrzh2tGRUAsL0888QR69+6Njh074v/+7/9E31cjX+Q1aSl34i1Km1JHu149MXW+Ll+AZy11ly9fFhxzXe+dOnVKIH8LFy4UnYNlvzQPzUrdW2+9hbZt26Jfv37OQss9e/ZE69at8eCDD2LChAmGN5JRDG2Aoil17loSSnLMj7v4mqWO9gxv3rxp6G+YbamTmmS8PSm6E2gOyLuHKcU9LliwADExMahQoQLWrFkjel+NfG3atElwbOPGjQotdg9am86fP6/pHHLyBXjeBZPWB/Pz8w3JAAfQr1ftpgnwv77o65YEOaXOaEsCIFbq8vPznZtf165dw8qVK53vff3116KNMaVNycLCQtF44Qmlbvfu3ejYsSN69uyJY8eOaf6+klLnC5bw69evG9YOLUqdv7tfGhlTJ3e9BQUFuHDhguCYq7yQ66D09HTR82SWOvPQrNRZrVYkJSVh8eLF6N27N7p164Zu3bph4cKF+PPPP1lVeBOhDVAxMTGi1MruWuqYUieNr1nqaBOH2UpdSXVfkVLq9Cw6Aelr5jhOdmLNy8vD+PHjce/ePdy5cwcvvfSS4qRIUlhYKBoHjMhaJgetTUZa6gDPK3VSz9AoF2cti86wsDBRcjJmqaPzzz//CF47HA7nd0hL671790R91xctdUVFRXj88cexc+dObNy4EcOGDdOs/Mgpq3a73fQxgoTWB/Py8gyzGtLkS8oqRPbDgoICp4uvr89ftLAbsyx1AHDixAnBa1d5ofUx8hjLfmkeujQwi8WCp556CgsXLsTGjRuxePFiDBkyhCl0JiO1AIiKihIcUzswK8XU/fTTTyhXrhyqVauG7du3a2qrryp1t27dwvjx4zFu3DhcvXpV8/dLo1LnrZTrvpD9EtBvqZOb1DMzM+FwOLB161aRVeHKlSsCGb506ZJooeuLi07a8yqJljoAhmV5JvucxWKRXOBYLBbRhoq/WuqCgoKcm5FmLDppYzG/kKQtOsl+54vylZycLHBVP3r0qKTruhRK8uVpF0xPyxdtY4RHzhKuR1Y8OX/R+qs785fS9R4/flzwuqioyCmTeuSLKXXGwbQwP4IUDIvFguDgYNFgZERMXWpqKsaPH4+0tDRcuXIFL730kqa2qlXqMjMzsWrVKpw8eVLT+fXy6KOP4ptvvsG3336Lvn37at7p9DX3S29Y6kpqSmha9kvXf3ncdW8GijdO+vbti65du6JZs2b48ssvne/566LT3yx1Fy9exPLly2VjeMxedJLXGxoaKlvYXqovemrTJCUlBY888giqVKmCKVOmqB4/aZkvecj5ywhLHQ1ermj9VI98edr9kjYuGC1fRil1DocDs2bNwsCBA7FkyRLJfiIlX3o2XGmonbsA+ZhVX980kYvNJeVLTaIupeulrXV4mWFKnXfRrNTZ7XbMmjULLVu2RIUKFRAdHS34K1OmjBntZIA+QFksFpGlzoiYuiNHjgiE8/jx45oUIDWTYnZ2Npo2bYrHH38cTZo0werVq1WfXw9paWk4ePCg8/Xhw4dFAb9KKFnqPB2TQHuG3kqU4u/ul7Tsl4DxMXUAsHPnTkGsnFalTk1JA2apk+bQoUNo1KgRnnjiCdStW1eyjpmnlTop2eKR6oue2jT5+OOPsXbtWly/fh0ffvghtm3bpup7ckqdGZY6Gu4sOklo8pWbm2t4jVDyN0mMli+jlLqff/4Zr776Kn7//XcMGTJEkB3RFV9X6vi1lK9vSsrF5pYtW1ZwXM0z9rR8MaXOODQrdZMmTcLEiRNht9vRvXt3DBgwQPDXv39/M9rJgPQAZYb7JW2R4zqpFBUVYdmyZfj999+pE5maSTEpKQkXL150nu/7779X1W690Hazrly5oukccpOiw+HwiZiEW7duGbq4MLv4uBTejkkwU6kj3ZldratGLTo9bUmgtSk9PV2TIuapRef8+fOd9+PevXuYN28e9XOeVurkFp2AdF/0lHwdOHBA8FqqJACJFkudEe5hNOTcL0lZUVPSgDafmJmd1ROWcKPki0zSJFWv0peUupCQEAQGBgqOecNSRytdpYScpY6sqapmPDbaEk5eD8t+aR6ai4//97//xaRJk/DBBx+Y0R6GDFKxTXqVOrnsfLTJIj8/37mjMnjwYPz+++8AgGHDhmHBggWCz6pZdJJugka7DdJ+k8RISx1QbK2Ljo7WdE53oE0cRUVFSE1NFdUw1IOcskNCcw3jOA4Wi8Xndzppk6g7iVIcDoesYr17927Baz4mISgoyDRLgmuxajOQsh6eP39eVbF2wHOWOnKskVoceyPmRw6pvuipRSfpuiVl4STRYqkz2/3SLPkCiq+TFptlBJ7ILmuUUkf2E37zlkTqORql1Kmdu4DicJaIiAhB2z0tX6dOncJjjz2G8+fPY9iwYZg3b56qXBXkcw0ICEBwcDAAzyt1zFLnXTRb6vLy8tCtWzcz2sJQQGrXyeiYOgA4cuSI6BgvrBkZGVi+fLnz+JIlS0QTnC+mhKZNikYrdZ6Oq5OaOIxSkN0pjmy3250LfV+31MkVqdVjqZMqjMxDUwrMdg8DPG9JALRZE8jrJDdIjFLqyDFSymIv1W9Lq/sled/I1OZS+FJMndlKnVn4k/sleR+klDpfstQB0hsMnpKvDz74wPlM+USEapBLCMOUutKFZqWuR48e2LdvnxltYSig1v3SiEQOZEY+4H/CStYdKSoqEpVB8EX3ME9Z6jyJ1DM0Kq5OTtkhMbo4siezh9Gu051EKd52D6PJF2CujEm1ScvCk5SvKlWqCF4bpdSRz1BqEcncL4WQSp0RljoyDl/NxpgvKHW+IF/nzp3TFMdNXie5mDZKqSPlKzk5mdpOJl9CyIRxe/fuVfU9uc0hUqnLyclR7N962q5lU5KVNDAPzUrdV199heXLl+Orr77C+fPnkZaWJvpjmIOnYuoA4O7du6JjZu90GlXQVwpam7TG1ClZID2t1JltqXOneCtQMrKHeSqRQ0m0JADuWeo8pdTduHGD+syk+uDdu3c1x73Q8DdLAjm33Lp1S5X1V06pq1ChguC9lJQUxfP5YqIUwPNKXWZmJnWuloK89sqVKwtem6XUZWZmUpV1OaXOiKRjWuXL19ybz549q+p7cm7cNNd3pefs6eyyTKkzDs1KXXR0NOrUqYNXX30VderUQfny5UV/DHMwWqnTKrhGT4ol0VJX0twvS4tSR/Y9q9Vqah0tGv6u1PmTpY4cI+12O1Vm5PqgEQXItcbUkX2R/74n5KuoqIjaN6Vc61zxBaXOSPnKy8ujnsffNk08pdQB9H4i1QcLCgo01+CjoSWmDvA99+YzZ86o+p6cpS42Nlb0eaVxlLlf+i+aE6WMGTMGy5YtQ9++fVGvXj1nMCbDfNTG1BnhfknDbPeVoqIiFBYWmtanpCx1fDIPNfia+6XZSp2W4si8IuTaJk9PipmZmZg4cSIOHDiAwYMH4//+7/9UPVu5yZ90D1PzjPVMinzfMqukAeB/i05PWeqAYhfMqlWrCo4pKXU1a9Z0qx1aY+pI2ePHNE8odVKbhcnJyWjQoIGm77rOWTSlTmlM9rZSR4Yb8Hhr06RNmzaqzkFeZ0JCguC12Upd8+bNBcfk+uDVq1dFfUMrRlnCvWmpU7M+kdscCgoKQkxMjGDeMkOpc2fTn2W/NA7NSt3KlSvx4Ycf4vXXXzejPQwZpAYoMpmAmuKSgO8pdUDxpGiWUkdbdObl5eHOnTuqJw/yOgMDAwVJMTxtqTM7pk6qNqIUERERgsnD05a6WbNmOTOxvvvuu2jZsiUefvhhxe/JKXVxcXGC99S4O3l70ekrMT9AsUykpaWJ6iXRUFLqMjIyDMngSVNQrly5Ilocy/VBI+J+tC46pZQ6T2yayCl1SpCLSNe+QI69RUVFyMjIoFoYeIyOWdUqX1LjvDfky9csdRzHUZU6Wj9RUupIJVAr/uR+WVRUJGpvdnY2bt68KVK+SZQskuXKlTNdqWOWOt9As/ul1WrFAw88YEZbGApI7eqSk5/agVnroFNSEzloiasjn0F8fLzgdUm31Ol1X/GUUkcmcVq7dq2q7xmt1Hl70VlQUOAzljpAvQumklLHcZzbGyd2u51qcaclS5Hrt0YodVrdL33VUqcEuYh0lSlayIaSC6bRi06t85fUHGtmXLhcyRA1OBwO0XWZodTl5eVR4+G0uF8CxmTANCpRijc3TdTE1Sldp1wGzJSUFCxYsECQHM/TdeqYUmccmpW6/v37Y8OGDWa0haGAlOCSO+BqB2ZvW+poC0xvTIpa4uqU3FdKmlJn1E6np7JfklbqgwcPqvoeuahzndxpSp1SEL+3LXVZWVnUOnne2DQB1FkTbDabqBQEuegE3HfBlBpjaJs7nrbUaXW/5GXE1y115EaI6yIzLCxMFBd++/Zt2fOZ7R6mNyGWL1vqaNdEU+rcTVAiJV9alTozNk30ypee/qZ1/pKSLzVxdWosda7wY+jdu3dRv359jBgxAi1btsSaNWsAsOyX/oxm98vBgwdj9OjRsNls6NOnD9WlplmzZoY0jiHESKWO4zjFWlokZidKAbwzKbqj1FWqVEnw2kj3y4MHD2LHjh3o2rUrmjZtSv0Ms9QJISfGI0eOOIt6y6HFUme323Hv3j3ExMRIns/bSp3UotMbmyaAOmsCzXoWExODiIgIwbhgllJHswz4mvsl6ZpeEix1QLHHg+v5PW2p82f3y/Pnz6uKu6LJF6nUFRQUIC8vT3Gcl0NKvvS4X7qLUfLliU0TqbAZMy11y5Ytc/7fbrdj/vz5eOSRR5j7pR+jWanr2rUrAGD27Nn46quvBO/xA4tWZYGhDinBJQU2NzcX+fn5ssGnZgutnuLjgHfcw9S6X3IcJ7rOihUrCl4bZanbvXs3OnToALvdjoCAAOzduxctW7YUfU7qOebk5CArK0u0A64Vf3JfAcQLz/z8fJw8eRKNGzeW/R7Z7+SUOqB4h9NopU5LohR/WnQC6qwJUplWy5UrJ2i3uy5ivmyp86T7pVGWhOTkZDgcDgQE0B1/OI4TKXXknFWhQgWB4u9rSl1wcLDgfnnDUif1vO7du4fU1FTqOOWKGksdUCxfZih1ly9fFsXD+ppSZ6SlzpPul3otdaT1lD/OlDr/RbNS98svv5jRDoYKpOIvaNbStLQ02eBab+90+qOlrrCwUOSaQt5joyx1y5Ytc26OOBwOzJs3j6rUyU0ct27dclup8zdLHW238+DBg4pKndx1hoeHIywsTNDH79y5g/vvv1/yfJ6Wr9DQUMH3fE2p02upCwsL050ISgqpxZM3LHXuxtRJuV+SCZxoGLXozM/Px61btyTnG36T0RWaUueKVqWOzLor1U7Xf11Rkq+oqCiBYupr8nXu3DlFpY4mXxUrVoTFYhHMa2lpaaJYVi1I3YPCwkLcuHFDkGHW15Q6b1rCpcY1Ne6XStdJrhH5vnzjxg3BcXeUWFanzjfQrNSNGDHCjHaImDt3LkaPHo2IiAjBzs9ff/2FefPm4fDhwzh+/DgKCwtx8eJFJCYmeqRd3kRKcGkWA39Q6nwlkYNapY42KZLul0ZZ6sgaPadOnaJ+Tm7iuHnzJmrVquVWO4yy1HliUuQ4TlKpe+6552S/q6S8li9fXmDJUUqWYrZ8kX05KirK60qdnOXHHUsdqdSprcMphZQl4e7du8jLyxP0caVNE5vNhtTUVGRlZeH+++9XXRqFx6ySBlFRUYpjkVFKHVBsrZOab2jusqQCIqXUcRyH999/Hz/99BMaNWqEn376CfHx8aK2x8bGKiqCJVmpO3/+PB566CHZ75PXaLFYEBoaitjYWIH12yz3ZqDYMqRWqbt+/brbmW6NiqnzpvtlcnIybDabs24qDbI/kmOmlKWODNPg28xKGvgvmhOleILr16/j9ddfp04SW7ZswebNm3Hfffeprs1SUpBaYAcGBooUOyUXJU8LLYnNZvM7Sx1t0WmWpY5cQEm5YMg9RyPi6rzpfqnVPSw/P58a5K8mWQo5oZIJX7RmwPR09kvSIutLiRyA4vFIaUwir9FqtSIwMFB0be4qdXLfJ60DcvLFcRymT5+OxMRE1K5dW9eGp1mWBHJRR8NopU4KUlYCAwNFtR+llLrdu3dj6tSpuHLlCtauXYsPPvgAgPh65cof8Lgzf5F9kDZ3Af61aRIaGgqLxSJaO7hrCVdS6lyR64NFRUWyCXOuX7+O/v37o1WrVvjtt9+on/Gme7NR8mW32xXjVkkZIzPKkkodPxaTawQpS50axZq5X/oGPqnUjRkzBh06dED37t1F773zzju4dOkSVqxYgT59+nihdd5DboCSMq9LYfSiU2tK6IKCAurE6I1EDmlpaap+V42lLicnR9e9JSEn1uvXr1PbqGSpcxd/cr+UKgz/77//KiqISjE/WpU6mnuYEkYqdb5mqQOUXTClxjejlTo5WSeVOqU+OGPGDOezWLhwoSpXKVeMKmlAttOXlDqabJEWTSmlbseOHYLj/AYNKV9hYWGK984d+VJzPwH/cm92t86tFHLyRfYTpXlh//79mDJlCsaOHYvTp08L3nvttdewYsUKHDhwAIMHD6YqgCXB/RJQjqsjPXvI+UrKUiflfkmzhCuhVr4cDofo/EypMw6fU+oWLVqEHTt2YM6cOdT3pYKxSwNyA5TUTowU3na/zMrKolpVvDUpqkmWokapA4oD192FtoCiTdxK7mHuonVSJN/nv+8J9xUppa6goAAnTpyQ/a5cynVAXqk7dOgQxo4di9mzZzvjmGiWE6XdTnfki7QsSiUq8pZ8Af6h1JHjgNY+qCWTLmBcSQN/stSRsgVIK3Xk/ZRyDwsKClKMHzZy00QKMzcljU5E5A2lToulDiguofXhhx/iu+++Q8eOHQUbR3///bfz/3a7HXv27BF936hEKd4sGQIox9WRSp0aS11OTo7oWUuNJ1os4UoxdbT3mVJnHJpj6swkJSUFr7zyCj766CO3AnVpFBQUCDoT35ltNpshlhUt8L+n9XfJXV3X4HBS6O7cuSN7fqkFsNLvy7lNuv6eUvZLKUtiZmamac9D7povXLigGH9GDrrBwcHUyT4lJUXkXqQV2sR68uRJNGjQQHBM7j5fv37d7XtJTtChoaGy5yRLB+Tn5+uWsYKCAtXfk+qXPPv27UPDhg0l3ycXnrGxsYLfJi3hKSkpsNlsuHnzJh566CHnZ9PT0/H222+LnovVakV0dLSse252djZsNhu1n5LypaTUSZGVleU8z/Xr17F8+XLUqFEDffr00RwPRqKk1J0+fVr2eZLyFRYWBpvNJrL+ZmRkuNWv5WLNLl26JHufldA6ftFcTuW+T25q8jJCfkdNfygsLJT8LdocJbdZdeHCBclzkbFu5cqVE31WSr4uXbokOM5fL/lcAgMDER0dLRtXx89feuSL7INS8DJsBnJj/blz51BYWCgrw1LyRfaV9PR0t65Brp/w8WE8SvLluvGbkpKCQ4cOoUWLFgDEG1RpaWmidpNzQnBwsOy1kRtv/PxFswwrraFI+VJa98mNS3JjJ8dxivMXqbgXFRVRNzr5NpPPRc16hpcvqU0Tvj00pT8gIMDj63ApfKUdevEppW7cuHGoU6cOxo4da/i5P/zwQ7z33nui4xs3bnQrfa87bNq0SdPnyQXh8ePHnTsc5ABz8OBBJCUlSZ5LjxXnzJkzSEpKoroCnD9/XvB7169flz2XlDvB8ePHZdvtDnIuDOvWraMWa3aFHASDgoKwbds20UIsKSnJ7QQlNKV37dq1osXF8ePHJc9x7Ngxt+8luQN88+ZN2XOSO+uXL19GUlKSorsijevXr2tqv5xSt3LlSqpVlYfMZHjx4kXBb5PP4+TJk0hKSsLGjRsFz/7XX3/FAw88gH/++UfweZvNplgr7/Tp00hKSqIuTG/duiVoD7lAU2u9unr1KpKSkpCbm4uxY8c6F2CjRo3CI488ouocUpCuPGQGxt27d8s+z927dwteFxUVISkpSeRWdfbsWbf69eHDh2Xb4HruCxcuaDr37t27Vbna8pCbN0eOHJF1Yz169KjgdVZWFpKSkkTfUWMxSk9PV7yPrnOUnDXo1KlTkufau3ev4LXNZhN9lrSQpqenY9WqVaIxNy0tDUlJSThy5IjgOK3/x8bGCubMK1euICkpibp4TklJEbSJXNSqTYB1+/Zt0+YvuWyQ9+7dw9KlS2UttFLPgewrR44ccesayGfjCtlPaAXJ5di8ebNzfCTbvWfPHpFFilT8/vnnH1lLJOnieefOHSQlJYnOExISoqjUkX2KR2rdJ+dNsnfvXslnQttIOHbsmGDcpLX1v//9r+gYP56QbVHj2ZWcnIykpCSqLLrOXzRZ2rVrl9sb4UYht47wB3xGqVu+fDn+/PNPHD582O0dYxqTJ0/GxIkTna8zMzNRtWpV9OjRQ7W/vFHYbDZs2rQJ3bt317QAIOnYsSM6dOgAANiwYQN27drlfC8mJga9e/eW/K7W2A+gOP1x7969qUHJZcuWFfzep59+KnifrPMjZW6Pj4+Xbbc7yE1UUVFRir9LPqvo6Gj07t0bZcuWFQyg9evXp8aDaoG2g2mxWERtPHbsmOQ5ioqK3L6XixYtErxu0KCB7DmPHTuGpUuXOl/Hxsaid+/e1A0VJcg+JYfNZhMtWly5c+eO7LnIgbxnz55o27at8/XVq1exZMkS5+vAwED07t0b+/fvF3wvJCQEvXv3Fm0QREVFISoqSuQm40qlSpXQu3dvvPXWW6L3goODBe0nXZdr164tUopo8O1bvny5YEd9z549ki7vavnwww8FrytXrixYrIeFhck+A1qwf+/evXHy5EnBmKNGVuXYuXOn5HukjK1evVrTuWvXri34/uXLl3Hz5k20bNmS6n5LLsa6dOmCZs2aSZ6fXPhwHEftb2r6Q2hoqOR9pM1RX3/9teS50tPT0alTJ+oG6caNGwWvaWPI3bt38fLLLwuONW/eXBRGwLeZtOBVqFABDz74ID7++GMAxfI5ZMgQfPPNN87P8HMibX0RFBTkbFNRUZHoftavXx9btmyhXbqAgIAA0+YvufsPANWrV8eDDz4o+T65WVShQgX07t0bSUlJApng5U4v27dvl3wvLS0NXbp0cWY7dJ0r1NCwYUP07t0bdrtdJDtVq1YVtJsWu9W1a1eRt4srpJWR72+khTwuLk5R0Y+MjBS0R2nd5zq/kKSmpko+E9pmy5NPPimQRY7jRGsw2iYj33/JTcnExEQcO3ZMtkxKuXLlnM+GxHX+ooW6PPLII26XXzIKd92PvY2hSt3OnTtRsWJF1K5dW9P3srOz8eKLL+Kll15CQkKCU1j4DpiRkQGr1araBYJGSEgIVZGwWq1uKVbuoPW3yd2WqKgo5/dJH2r+nkmhR3EuLCyE1Wql7iQXFBQIfk8pJbSUi0Zubq5pz0Op5pTS75LfDwsLg9VqRUxMjECpy87Odusa7HY7dbfo/PnzovPKWRdv3brl9r2kufnJnZNc1PGpmJVqZtFQSuNMIrfDduzYMTgcDuoYUFhYKNpdjI+PF/x2fHy84P27d+/CarVSU0LT2my1WkUyGhISIri/vHzRFPr8/HzBeUkZVLvLycsXaXk8d+4cAgIC3EofTsoHqdSlpqbKPk/y++Hh4U75csVd+ZLrJ+Q4QPbbGjVqyMaPuY6DK1euxKBBg1BYWIh27dph+/btgvtLW5hGR0fLXhs5BxYWFiIwMFA0DtDK3JCokS/XOUrJ+nf9+nXUr19fdJz0MClfvrzod+Pj4xEQECC4jrNnz1JLeVitVtH1Wq1WTJ8+HaGhoTh9+jRGjx4tsrrwz4bmHuYqX7T5Tc39BIotQ96Yv4Bi1+F27dpJvk9elzfkCyi26NepUweAWL5at24tuznHP3/aMyTvPa0dWuWLlxE9MatFRUWScwHtuFy8861bt5CXl0f9XXItFRYWRp0PypUrJ5ivTp48KfoMf3/JTcOQkBDFMimFhYUICgpSlC/amkVpXeFJfKUdejE060inTp1Qv359PPXUU4rZely5e/cubt++jc8//xyxsbHOvyVLliAnJwexsbEYOnSokU31OziO05T9UmuilMDAQEX3MHeyX/pCynU5tyY1CQ7U1gl0N1GK1OLpzJkzosFWbqJPTU3VXBaAxKg6P97MfsmfS8qqqaaOFqmQ8VYl0m1T6nqDgoIwcOBA5+vQ0FAMHjxY8Bm1iRw4jqPWqVMDL19kHy0sLBRZP7RCynzlypUFr5VccD2VKEXu+1euXBHIGNkHBwwYgKeffhpBQUF48MEHRUqMq7x88cUXzuf0119/iSyEUnX55KBl56PJiacTpQDSrqpqEqUEBASIZOzAgQOiz8nJV3BwMKZNm4Zff/0VXbt2FY1FauWLtqmiVb7MQCn+TClZCq2kAeDZRCmAMKkO2Qd79eqF7777Dt26dcOUKVNQr149wfv8/aUpbOSYRvuM3jqQerLLap17le671JpaKUkKDyl3tPlQKjFMUFCQKPaSXPfk5+ejqKiImgBPSb78XZHyJQxV6t599128+uqruHjxIpo0aaL6exUrVsS2bdtEfz179kRoaCi2bduGGTNmGNlUv6OwsFAkLO4odaTQWq1Wxd1+f0+5bnT2S/7+k/fNXaVOanDPyMgQLZCUlKV///0XQ4YMQadOnXTFSRiVEtoT2cOUdogPHTpEPU5T6sjEQ6SSl56ejqKiIk1K3QsvvIDffvsN77zzDg4fPowaNWoIPsPfayX5oi0WtC46aZsqelyyXSHb5atKndyiMycnR3BvaNb5hQsXOt19yeQ7rn2QHFNIpZnWX7Vm5+M4jtpfaP2BXIgardRJWTBJ+SJliYfMgEm6NgPy8kVCFjTOz8+nuuQByotOtSEaubm5irHZelEqs0CORSS+kP0SEMbR0dYhL7zwAjZt2oSZM2eKFBReZmiyQ7bbqE0TwPvZZQHjlTpa3gO57LLkOof0yCsoKJBM5uP6LMjPhISEmBJyVVox1P1y2rRpzv9rmXhDQ0PRqVMn0fF58+YhMDBQ8N6dO3ectWv4nYZ169ahfPnyKF++PDp27Kir7b6O0gJAqU7d3bt3ERkZ6ZzopIRWrr6dkUqdVP/wllLHZ4qU2zHylFInJztnz54VDNpKE0ePHj2cCvTu3btx69YtUV+Rw6ziraSrFQ0jLXVAcfKgF154QXScljmMXCTSFqJpaWmiiVFuUrRYLHjiiSfwxBNPAKAvOl3/dUVp0ak2+6WSUudOLA3ZroSEBMFrPquelIypVerMXnReuXLFqdTTdqxdIXf+Xcdpciwj7zmtv2q1JAD066EpdWXLlhXcO3cXnVWqVBEoElJKnRpLHSBW6rRa6khI+SIzYLuSl5cHjuNgsVhUK8lS5OXlISIiAnfv3sWGDRtQp04dZ8ZGdyA3Te677z5Boiy5Qt18u1yRmr/clS+lOVxJqXOFdIfk5Yv2G+S8q0epo3macBwnchNV0x/crVNHzpFSm256lToaDocDdrudKl/du3d3JlCxWq14/PHHBRsv+fn5qpQ6VnjcXEwr+mZW0OOJEycwcOBADBw4EAsWLABQnDVz4MCBmDp1qim/6QsoDVBSljqO4zBs2DCUL18e1apVc/qr04RWKW6AF0Yz6/x4y/3S4XAoZuxUOymqzZQmhZJS54rSxOFqEVVKJkLDXfdLKUudGZMi2VYyPowvXEyiVHhc6lhycrLqOj+0RSe5wMjPz5e0vBQWFjoXFu64h+Xl5cHhcHjFUgfIexD4gvslIMwyqHfRCYjHMtI7wYhFJ/mbPDRLAjlHaJEvjuNE9430xjHaUkfL0CwlX7SNAtqmidSi09Wl2R35AoqV7MzMTDzwwAN4+umn0bJlS/z666+qvy8F2a777rtP8FqvUme2pY583nLul+RzJOcbOfdLJUtdQECAopsfzVJH84bxhKWOdD012lInRWFhIXX++uCDDzB58mQMHDgQGzZsQPXq1QWfkZMvufmLKXXG4pZSd+fOHVy5ckX0ZxTz5s0TDRCdOnUCx3HUP7msS/6O0gKAFNjc3Fzk5+fj77//dmYwTElJwcyZMwHQJ0VSqUtMTBS8dsdSp9Z9xVvFWwFlF0zyuj3tfgloV+pIXCfD9PR0PPfcc2jfvr1k5i2zLHVmTIpkW1u2bCl4ffz4ceoErcaSQHNPJtPLA/IxCSS0RafcxgPf/9xddObm5pqi1JHtopWQkHPBVLvo1FK/kIYaSx2PkvIgZalzOByi61Gy1AUFBSnGNZOLToC+EaZGqdMS80Nb3KpR6vLz80XtU2upo2Gz2cBxnG73S7lab/yzI/txQECAprJHOTk5WLt2rcCK+cknn6j+vhQ0S50rRil1RseEN2rUSPBazlJHPkepTRM9MXXh4eGKbn40S51apc5d92Zy3ietu95W6sLCwvDBBx9g2bJl6Ny5MzVmVW6NJTV/kXLKcA/NSl1WVhZGjRqFiIgIVKxYEdWrVxf9MYyHptS5CgPNpS49PV1Uk4kPZqcNpl27dhUc493EeIx0v5TCW5Y6QDlZiq+4X7qiNQGJ6/1955138Msvv+Cvv/7CkCFDqIsysxKlqOkPWgPNyedDpvcuKioSZasE1FsSyOO0ekxmWRKA/12fu0odGTfGY7SlLiIiQhSbqEepo12bO9Y68rtkn9ZiqdNiSSAtdeRnlDZMAPXul7RFJ7mo4xUkNdDuN02pI8+nJgkRjxqljneFU6PU0RadeuQrJCSEqkxLkZOTI4pvO3r0qNsWMLJdVatWFby+ffu27POU2pQ021KnRalTK1+0dYKSpU6PfBUWFqqOYabJl1poRbtJpU4qEQ45pkrJl1qljlZsXc38JRdTB0grdcxSZyyaY+peeeUVLF68GCNHjkTjxo3ZA/EQtMxVrrtONNfJ1NRUUcFSOfew1157Dbm5ufjnn3/w9NNP6475AYxT6niTvTup1qXaROKPSp07ljoyG9+OHTskk3fwGJUoxRPulzVq1BCVDbh69apoMaTG/RIonixdM/zRLHVmWhL4Z+FOohSgeNFF66M3b95EZmam7rqdtMk6Li5OoMzI1enTqtRpiQ11hVx01qtXT5BExx2lTs6SoGSpU2MNUut+KRVTR2K32xWtgwB9TGratKngdX5+Pm7duiWw0JKyZbFYJN381Sh1QHH/12sJ95RSR7oZOxwO7NmzBz179lR9HhIl98vCwkLcu3dP8v5qsYQXFBToXtuR8kUmE8rIyEB2djYiIyN1uzfrcb9Uo9TRnjNtQ502RsbGxsoqrHLQ5Ktx48aiz9y7d0+03lBrqVM7XnpDvhjGoVmpW7t2LT766CNMmDDBjPYwJFAaoPhEJ66LtbS0NE1KXUhIiCDLKJktUS6mLjc31xloXlRUJAos1pLIgT/Pq6++ilmzZiExMRG//fab28HmtDTwroOpPyh1586dg8PhcBZDdUfxUUrkwHGcYTF1nnC/JNtapkwZVK1aFefPn3ceu3LlCtq0aSP4nNqdTvI4TanTYkkgJ8W8vDxdk2JgYKCqBQuPlKUOKO5fzZs3V30uHofDIbrm4OBgxMXFCXaY9VjqaPVJ3bEmkIvO+vXrC5Q6V/dLvUodzZKgFFOn5hmqrW+lVqmz2Wy6lDqLxYKaNWsiNDRU0GeTk5MFSh0tCZHUBh1ZC1IKKfcwEpolQS6ZkpFKHc1C+ddff7ml1JHzF7k5BRRb69xV6oDi522UUkdzwy4oKEBkZKRm92almDp+7QAYY6lz/U1XjI5Zpc35ZEwdUDw2kZZPT7lfkui1hNOyXzKMQ7P7ZX5+vqhTMcxHzQBFCq0WpU6te5jrvyT8ZOiOe5jdbkdhYSGOHj2KWbNmAShOBT5p0iRV35eDbFfNmjUFr2mB+a54u6QBUHwNcjE/5O4eiZxSR6tdJldGg4Y3E6WQzyc6Olq08CHlAVBvqZNKr02idlKkJUrxlCVBSqnT64JJsx6GhIRI1vejISVfAQEBok0hve6XtHg8stacnKVObfZL2kJQyVKnZtFpsVhEz1qt+6WUUqcG8n5HRkYiMDBQFG5BunCrdW0GtFnq9Ch1tGQvrsjJl5aFp5RSt2vXLtXnoEG2KyYmRjSOysXVqa1TB+jfNLHZbKJ20sZTqdhjdyzhdrtdcFzrhiSgPmaVNn+RruZa5i/a/S5Xrpxoo4M2f3lLqdOSXRZgljpPoVmp6927t9uDE0M7alx1aBkwpZQ6NeZ1LcVbXdtoRMwPWRhzz549btf/Udrp1BtobnTxcS31asjn2LdvX2csZK1atUQuUnKTHrnoNKKOVkFBAdUdUY3l1l1LnVqlTq+lTgpPu68EBwdrUuru3r0rGa+oV6mjyTxvqXNFj/slIF546lXqaAoQqdRdu3bN6WlgZMp1pZg6tck4SBkjfysgIIBq3TRSqePHc9JdmyxArracAWC+UgfIZyY20/0SAPbt26c5TpjHbreLvF+Cg4NFi34tSh0vX2FhYSLrqV6ljtbvSWUHkN7sU5IvuZg6QDj3ettS53A4VK9ZaJsmAQEBIhdbMplbbm6uaBxxV6mjxdSpka/CwkLZWrFMqfMMmpW6//u//8PSpUvxxRdf4Ny5c0hLSxP9MYxHzQBFDip37twRpel3t3ir3W6XXAgYpdRlZ2eL+lFubq6ie6QSZqWEplnq1CYgoOGOUhcaGorffvsN2dnZOHXqlCgDJD/ochxnSh0tcvHDcRxsNptocvNE9suoqCjFSRHQFlOnBr2LTr3Z+bQuOuVKdxhtqSPvmR5LHWBcWQPa9+rWrSt4XVRU5Bx/9Ga/NMtSBygrdUFBQVSFxhNKnScsdWoTOdAWi55S6miWuvz8fPzzzz+qz+OKlHwZodRZLBbDkqXQNk1o/c4MSx0gbLdRMXV6lTpAvXyR95s/v9KmJG08dTdRil73S0B+Q5spdZ5Bs1LXsGFDnD59Gm+88Qbq1q3rLPrt+scwHj1K3YkTJ0S7e+4odYWFhbpiEgDtljpyVxuAs/ClXtRY6uSUMSn3FVKpI91AtKI0ocopdfykGBERgcDAQMmYhMLCQpGiZUbxVkB9IgcSLbvaNptN9HlvWercyR7miZgfM5Q6KUudEe6XgHFKHW3RSZuz1FoStCh1ubm5gj5qplIXEBAg6vv333+/6FyeVurkFpYRERGqrJW+bqnLzs6mKnWAfhdMmnwZpdQBxmXApMkXzVKnVqnTkigFcF+pc8dSR7tOd+WL3JQk5y/S80Gu3rCWRCl65i9An1LHShoYi+ZEKe+++65irQ+G8eiJqdOSnU+t0MoN9kYqdTSL74kTJ/DII4+oPg+JkqWuoKBAV/YwUqkDihcPNBcoNZADPJnB0VWpM9OSQJs4lQZgd1Kuh4WFCe4x31fVjDe0Rb4apa6oqEh03d6y1AHqFp2k8qp10Xnjxg3J986ePStIxKMWtZY6ve6XZil1ERER1Oeg15Kg5B6WkZHhtEjpKWkAiK0J5G/xbXz77bcxbtw4OBwOPP/886K6o4D5Sp3aDROeChUq4NKlS7Kf0eveDOi3JBjhfgkUJ0t54403VJ+LR2rTRItSJ1XSADBOqSP7YkhICKxWK4KDgwVjhFny5fp89bg38xsirhuetN+ihQ94wlJHepqQ42lcXJzkfElLpkfDG/LFMA7NSt20adNMaAZDCTULAHJQOXXqFPVcNptNt9DKLTqNLN5Ks9SdPHlS9TloKBVvBYzLHnbv3j1UrlxZVzvJBVTTpk2xb98+52s1ljoeI1Ouh4WFaS7eCmgLNCd/U23KddoiJDo6WvSM79y5g7y8POezoy2+jIip05MoBfCMJUHOUpebm4vr169TM+vJoTamzihLnd5FJy12hXbv1MYe0+SL5trMk56e7lTq9JQ0AMQyRiqqfBtfeOEF9OzZE7m5uahfvz51gWm0Unfz5k3k5uY6r0WLpQ5Qr9SpkS+r1QqLxSLwvtAzf4WGhmqOWZVyo/7rr78M3TTxdUsdr/yQSp3emDqzLXV8W12fH/lbQUFBVFmVs0gqISVfSpuSapOk8JQrV06VUqfX/VLN/MWyX5qLZvdLhnfQ434pNWGbLbRGZA+TstTpheM40QBbpkwZt7KH8c/AarWKBnl3kqWQAzxZyuHSpUuSk6I72fnINuvZ6XRHqTNyp9NisSAiIoKqnLgWBqa5SUm5qfiKpY4mXzRLuxRySh2gzwWTVmYhMDDQ52LqyEVnVFSUs62u6HW/dDgcKCwslLXU8ZjlfunaxsTERGciGFofdFepI7NfAhAoZXosdUqolS+LxSKSMU9smtDidnnS0tJw+vRp1efi8Vf3S1elzhV3LXVSSp27iVIAde7NatZfgPuWOnJT8tq1awIroh6lTgm9iVIAeflixcc9g2ZLHVC8e75u3TqcOnVKJDgWiwXvvPOOIY1j/A+a2xCJJ3ymPRWTQFPqTp06pWuXE6APrvyk6Lpg0TsplilTRjDRuKPUkQN8kyZNBK85jsOtW7dQrVo1j1vqlHAnJbTUpKjmd2mLTj4BQHR0tOCeXr16FbVq1QIgVuqio6Ml+6raeGGzLOFy8hUYGCiySkjhqtTSOHPmDLp166Z4HldoLqGA+J7l5eUJLDnke66Ykf2SZqkDivut6+/rXXQCxbIlZ6njcceS4Apt0UnDYrEgKChIMPa7q9RFREQgPj5eMG4mJyc7FUmtljo1terUKnVAcT90vc+e2DSRU+qAYmsdmXFVCZpSZ7Va/UapIxfu7iRKkbOEG2Wpc4W2aRIaGooqVao4x9Lg4GDnnOKKu/JFbkoWFhYiJSUFFStWBGCOUqdWvoKCghAYGCjI28DcL72PZqUuNTUV7du3x+nTpwWLCFe3LKbUGQ8pLLQ4Li1KnZk+0zTzutaYBJr7JZ8Bk7Y7rITcTqdrcWp3lLqbN286XxtpqaMtdNTWG9SScp3P2snLsh5LnRnFkdVA3jPXRcp9992H48ePO1+7urBoSbkeExMjireg4WlLeHBwsLN+mVydIDW/ARhjqePlnWaZuXPnDqpVqyY45nA4ROfwlKUOEC/+9coXIK/Uud57s0oayLkrW61WQ5U6oLjeJ6nU8WiRL0CdpU6tJQEQz2F63cN4+VLjTqek1O3atQvPP/+84nlcIX/XarUiICCAqtTR4pD5+q+uuN4bX7XUkfLFcRzy8/NVuV+aKV8WiwUff/wxRo4cicLCQkybNo2qULlrqYuPjxdtxFy9etWp1Gm1hBup1AHF98r1PuvdNGEYh2aTx9tvv43Q0FBcvnwZHMdh3759OHfuHCZOnIjatWsrDmgMfZBCT1PqjE5Zy+/EuOLNOj+AfhdM2mRsVJ0fwNhadeQCysiU0HLuKw6HQzAp6y2OrBTzA6hPCa02JkFqUgTkg821WBICAgJ0T4o0ZTcwMFB03J1JUYuMyaFHqZOy1EVHR4uukeaCSYtB8kRJA6PdwwB67SgeIyx1WtwvScj33I35AaSTpdhsNpFcmuV+KXXNpFLnjiVBrXylpKTIvv/XX3+pOo8rUm0i56+8vDzqeKskX55W6goKCqh13JTCBwB5+TLC/ZJsq1TM6pAhQ5CSkoLU1FRMnjyZ2gfd3TQJDAxElSpVBO+5zl9mWeqUxj0eI+SLZb80Fs1K3ZYtWzBx4kQkJCQUnyAgADVr1sSnn36Kbt264fXXXze8kQyxsKhdFNPQstNJLiA8pdTRLHWAfqVOylLH73jxuGOpc0WvUsdxHNXqpHbR6U5MHSBvSTBq0QlIJ0ohMcJSJxdsrnWnU01cnZadTvKeSvV7wDyljhw3jLTUWSwWVXF1SuUzjEqUomXRCSgrdVarVbTxpdZSZ2bMjxTkdRphqZMqQE6LVzXCUqdFvoyKqQP0yxe54Xfp0iVFF2gSKfmieXHQ5jAl+SLXE3rnLy2WOlrfU2sJNzNRCilf5G+5tjEqKsr5fHn3ZlfctdQB8vOXN2PqAGM3TRjGoFmpu3btGhITExEYGIiAgADBhPLoo49i06ZNhjaQUYwaS53RMXWAtknRqOLIKSkpkoOh3gyYai11t27don6f5r5ihlKXk5MjiouKiorSvejUWrxVbtGp1n1FKSYBMD9RCul+6YrrpKg15sdopU7PolPKKqZ30dmqVSvB6ytXrsjWy6Mh1SZAfM9oZQ20KnVGu1/SFp0cx4nqfJLP0WKxUK3hamLqzC5pQIN8zwyljrfUaUlCxKNWqVMTPgD4hlL30EMPiRS7w4cPazqHlHxFRkaK+h9NqVOy1JHzl1GbJrxSRoupU6PU0eYcOfnyVKIUKcyQL7n5y5sxdYBxm/4M49Cs1MXFxTkFJyEhQRCrkpaWJuoMDGNQE1NHs3TQ8MakqGVCpBWI5jHaUqfW/VLrpKhXqZOqtyZlqTOyTh3gmUmRz0xJ4o6ljlyEuE6Kcu6XZljq1CZKAXxj0UkqdRzHCeJM1SBlSQDE90yPpc7sRCl6F50AXcb0WOo8FVPnillKHcdxIqWuTJkyiglHjLbUkffKE+6XJOXLlxeVt5HqH1LIyZeaOUyrfHkipk6NfFmtVtExtZY6vTF13tg00Rs+4G2lTo+ljpU0MBfNSl3z5s2dC+vevXtj+vTpWLRoEZYtW4YpU6agdevWhjeSoc79ki8uqYTZQmumUsdnwNQKudNpsVgQGBioWqlTmhSNUupokynNUqfX/TI/Px8Oh0OVpc6sQHOr1UpVEGNiYkQB/ma7X/qjpc7oRWdCQoIobuPcuXOazqHFUqdGqeMTU/B42lJXUFDgcaXOXy0JpFKXn5+PW7duad4wAcxPlEJaXl2R8zRx/ZdEaTO1bNmykuO3WuSsG3qUuoCAAEFf8EZMHc0AoEa+cnJyPOp+6W35kpq/bDabaL5QkjE13lzuzF9yHh7MUucZNCt148ePdy5g33//fVSsWBHDhw/HU089hcDAQMyePdvwRjLUuV8CxgutEeb10NBQTSmh5ZQ6PgOmVmgDicVikcweRqJVqVPKMCgFObgHBwc7/1zRmz0M8I1FJ3//XYmKijJsUpRT6rKyspxKt6di6oxwb5bLfun6r1ZiYmJEcqBVaZKbqMndYzVKHVno3huJUtQuOmkZZs0saWBkohQjFp2VKlUStSk5OVnzhglg/qaJHHo3TZQU0XLlyrmt1MltmuhR6kj5MkqpI/uiu5Y6QJt8mZEoxRNKnZ7wAZp7s6dj6rQoZKxOnWfQrNR169YNL7zwAoDiDnT48GEcPXoU//77L06dOoU6deoY3sjSjsPhkBV6V/QqdWYuOvk6WmRCASlcSwPQ0OOCSU6KUoHm+fn51AWjpyx1UsqJUXV+AHn3FTMsdbTsYbTCwJGRkbqz88nJB2mFAv7nwqJ14ammVp07iVLkFlNKlgSpRafShkpMTIxk/1KLFvdLNTF15H0hlbrs7GxdFnstdbTMttQZ5R5G3nujF50cx0laOIFiqw9ZZiY5OVlzOQOguO0NGjQQnPv+++8XfMad+UsOX1bqjHa/JOXLG3Xq9MrXvXv3JPutJyx1nt40ITclb968icLCQuo4qiRjZme/lINlv/QM2qs4E1gsFjRq1AgNGzaUnUwY+snOzhZZj9y11PlyzI/SYk2PUqc2JTSgblIk3cPMUurkEjkA2mPqAO/vdPJtbNq0qeBYw4YNTbHUhYaGihZeUrudRsXU+ZMlISYmxlRLgh73SyWlTq4AsRzedr80w1Knpo1S76mRL6nkTa7Q4uq0yhbPp59+6qwJOW3aNNSsWVPwvr9Z6nzR/ZK8L6RSl5ubqys/gtExdYBYvmjjB4/r/OWtOpCuqJEvm80mijOT8zThOA43btwQKXVly5ZVXIPTlDrSfdhb8sUwBl1K3Z07dzB58mQ89NBDqFWrlnOR/f3332vO6sRQhrZrJqXUmR0Iq7d4K2BcHS09GTCldjojIiKcEw+PmuxhpPuKWTF1SkqdknJOWyh62lInNSnOmjULdevWRYUKFfD1118jLi7OFPcVgB6X4HA4RPUQvR1TJ4cnlTo1RczlPu96Pr3ul67QsqXqccHU4n5J63u05+jtmDo1beTRI1+0+6xGqdNjqQOAXr164fbt28jKysI777xDtd6r3ZTUsmDUK19qXN580f3SFZrnjx750hJTp9f9kmah4snKynJuCvuC+6Wa56wkX7GxsaJ7cOXKFc1JUoDi50Fu/NerV0/UZjPcL5lS5xk0K3UXL15EkyZN8NVXX8FisSA5Odn5kP7991989dVXhjeytENTEGiLHMB890s5ZUWve5hWjHC/lJsUaWUNlCYIo4qPq7XUqS1pEBgYSK27482YOr6NrVq1wqlTp3D79m08//zz1PYbkf0SEMclXLlyBRkZGSKrsFExdXot4XLoLWnga5Y6I9wvAWMWnXKbJma5X3IcB47jSpRSR1rT3LHUAcXPg7+vauIdfXnTxB/dLwF9LpjuWOr45GUkpHzJKXV8G4qKikR9xFfdL2n32fV5WCwW6qakHqXOYrEIakkPGDBAFDJltnyx7Jfmolmpe/PNNxETE4Nz585h586dAreMdu3a4e+//za0gQyx0EdGRkrGpxntfkkKHC21P49Z2flq164teK0nA6bZkyKtzg8t4YoSUm6EtEnR4XCIfkPtolPKUifnvuLLxZHJxYQaSx3NYlQaLXVlypQxddFJ3rPU1FSR/CrJV3BwsKhfGWmpI8/tjvulXB0tu92O7Oxsp/zKnUcKpXHU6EUnec/4REeuqHG/VGupI6GNCZ6UL/4c/ux+SfM0cSUiIkKUuMpIpU5NTJ1UvyWtVHLul0DxHKYUAy+HpxOl0MYx8pppyVL0ZJcFgMmTJ+PgwYPYtm0bli1b5nX5YkqdsWhW6rZs2YKpU6ciISFBNAhUqlQJN27cMKxxjGLUlDPgMTtlrRxmKXXt2rUTvNaTAdNs9xVSqbPb7bpifrS4X+p1X5FbdJpRfJyWKEUKT7pfkovOiIgIxf6uN6ZOasGidqEBmKPUhYSEIDQ01O1EKVosdQ6HQ+TGrcZq5W4GTIfDoSk7Hy2mSI0lISMjQzZ1fnp6uluLTm9b6qKiokRzP6nU3bhxQ5TFWIulzhVfsdRJ3Xc1ySm0KHU5OTn4+eefsXLlSuemnZb5Kzs7W7QhpyRfAQEBIvnytKVOaozUaqnLzMykblrqDR9Qs3Eq9Z4eS11UVBQCAoRLc1qtOj2WOp7mzZujU6dOCAgIcEu+mPul76FZqcvPz5dUHHJyckSdkeE+agqP8/ijUkcuEEjq1asnCubV6oLpaUsdoM8FU0uiFHdiftTE1PlC9jA1ygXHcYpKHc39Uk/MT2RkpOhZeHvRqVTSQG6y592GPWmpA8QLMz1KndZFZ15enmTCD7WLTtpYpSXmByiWMTOVOrMtdTRXWDL7JQBcu3ZN8NooS52vzV+RkZGSCkNwcDAiIiJUyxfHcWjfvj1GjhyJfv36YcqUKdQ2yc1fgHgOUyNf7mbApGVJ5WVDTUydWkudknwZbakj8cSmCYlR7pc01NQQZNkv/QfNGlidOnWwefNm6ns7d+5Ew4YN3W4UQ4jaGnWA/kQp3kwJrdTmsmXLitJaa7UIy+10VqxYUfCeUTEJRih1ciUNzIj58cfsYbm5uSJXNiVL3bVr10STohrZsVgsgpTrANCsWTPBa19bdJYrV05y40RKqXM3UYprHwgNDRUlIyIVak9Y6mifN8I9TKslIT093VBLAok3Fp0RERFU5cIVMy11Us9GixUgNzcXHMdplq+IiAhqPVCgeO4iMyUD0vf9yJEjgmRz8+bNAyA/f0VHR4uu0xtKHW3TxFuWOn+yhKspV0VzvzRKqSPbTLt3Rs1fdrtd5MXALHXGolmpGz16NGbPno3Zs2c70zMXFhbi999/x5w5c5w17BjGYYb7pSezhynFJCgNRmXLlhUN7L4WaB4UFCSa2M221KktjuxrljqzJ0VAvPAklbrCwkKcPn1acEztovODDz5wbqxMnDhRpOSZlSglPz9f16JTzpKgx1K3ZMkSVKtWDY0bN8b+/fupnyf7gFJZA6WU64B43NOq1JFWBEBbSQOpZ6h10SllqVPbF9yxJOixyKpR6gCxCyaJXksdzXpvxqYJx3EoLCzUnL2ZlkGZh79mtff9+vXrgtd37tyRlXmgeKNJaQ7TI19alTqafGnZNFErX0oxdTSlzmq1qq6T644lXE9MuFw5Hh6j3S9dIdusRanTWnyctlnIlDpj0azUjRs3DsOHD8err77qtHC0a9cOgwYNwtChQzFixAjDG1na0WKp86b7pd7sl0qDUWxsLDWRgRaMzn5Juy/kc5Er/yCFGTF1ni6O7AvZw8iFZ6VKlUSTOll+Re2i8+GHH8aNGzeQlpaGzz//3GPuYQB9YnTHkqBVqbt37x5GjhyJK1eu4NixYxg3bhwA+U0TQLmsgTcsda6ZYT1pSaDF1IWGhiq6ofP4ovslIE6N7kqZMmUMW3SatWkCFPdDrfIVHh4uKV9alTpSLux2OwoLCxXlS6tSp8ZSp3VTkjanGGGpI++tUv28e/fu6Z67AM+7XyplbgbESl16ejouXbokOGaUJZy24WuEfNlsNmofYUqdseiqFv7DDz/gueeew9q1a3H79m3ExcXhkUceQZs2bYxuHwPGW+r8rTiyGdnDlCx1HMcJFllqJsUyZcoI3ELNtNRJZedzN6aO36kODQ01rM6P2r5G+66eRWdISIhooggMDETlypVx5coV5zFSqdMyKYaHhzvvK20iV3vNWhKlAMX9UGtJAzmljt+IUJso5fjx44J+cejQITgcDs2WOiNi6ty11EVGRjpl3Ej3S6XNHJqlTks/8EX3S6B4w3fZsmWi+2y1WvHRRx/JKptyeCo7H6BPqZOTL61KHZm8CShWlpTkywylzl1LncVicf6OOzF1WhQygG6p82X5UuN+SSp1gFiJNmrTxCylDqCviZhSZyy6lDoAaN26NVq3bm1kWxgSeCJRipExdVrdV9RY6jxZvDUvLw/Z2dmCxYtapc4VI2PqPJX9EihedMbHxxtW0kBNG6XeU/Oc1UyKQPHE6KrUmZVy3Sz5AvRbEqTcw7Ra6miLTlqbyPNpdb/0hKXO9XzuJAvQuuikxdT5siVBrVLXvHlznDlzBgcOHEBQUBCioqIQFRWFGjVqyM5ZSpDXy7shu2KEexhQrJhIxfxInUsppg5wX6lTyhiopNQplTQAjFfqlDZN1MqX1L2VgpYoRYtS5+2SITT5Cg8PR7ly5aj9g8eomDotSp1W+aK1nyVKMRbdSh1Q/PBpdcvUKBYM9WhxvwwKCkJ0dLTgOwEBAYJEEmbG1OmJ+YmKikJoaKhkDbyyZcu67X6pJ3uYVqXOiALkWtwv9cbUZWZmyipLGRkZKFu2rO46Wr640wkUB5vL1dH09ZTrgPGWBK2JUmjxLHzdNVqbeMxwvzRi0cljpHuYEmZb6rzlfgkACQkJ6Nu3r+I5teArlgR33C/VblapVeo84X7pK/LFLHXF3HfffZJKXUBAgKmWOqM2JclSVKGhoZqfL0MezTF1ubm5eOWVV1C+fHlERUWhfPnyoj+GsWhxvwSAmjVrCl6TsQ5mLjoLCgoMjUkIDg5GWFiYqZa6yMhI0e/rmRTNsNRpjamjlRTRGmhOi0kA/Cd7mNSis1+/frLn8fWU64C8VcwTMXW0RUV2drZmS50vuF/KWercSeSgBC2mzpcXnVqUOjPwpFJHc531ZEydlHz5o/ultzZN/C2mzohERP369dNt8fKkfJFKXYUKFVTHEjPUodlSN378eCxcuBCPPvoo6tWrp7ugNEM9Wix1ADB58mQ8/fTTKCwsRJ8+fVClShVBXTdfdA+LiIigTmh8SmgzLXVA8aSYnJzsfO0NpY7jOLdKGkjV0dKq1Ell59NbfJzE7EQpUpseAwYMQL9+/bBixQrq+0ZZ6mw2m2mJHHJzc72aKIXWd9TE/Bjhfulu9kvy866LTtr4YpYlISMjw61Fpy9b6sxAjXuY3vkrODhY0HdTUlJEn5GKC+PfCwgI8Lr7pVJZHj3zl5lKnT/H1HkrfGDkyJH4448/nK7HgYGBaNGiBR577DG8+uqrir8jhTtKnVb3S5pSxzAWzUrdn3/+iQ8//BCvv/66Ge1hUNBqqRs4cCBat26N1NRUNGnSBK+88orgfV/MHiYV88MXHTfTUgf4hlKXn58vUra1FkemYVTKdV+11KlJCQ0UWzEXLlyI9u3bi5KkAN5Jua50Ty0WiyB+KCsrSxRP5I4lgVfq1CZKMcpS542YOl9xD3PX/dJXLQlmYaYlITY2VjDWu84BQPH9kpqDgP89e7MTpfi7+6U7iYiULHVkeIm/uV+qla9evXph7969OHjwIGrWrIk2bdoYIotmyldERIQgfp8pdeajK6bugQceMLodDBm0JErhqVq1qjNjkifdw/RYEuQWnVp3OqXQOimSZQ08odTRFqlaYurULjr1ul+q7QvuTIp6sl+q3ekEiieZP//8E40bN0ZaWprgPV90vyxTpozAJcxo9zC+z7obU6dkSSDd8r3hfqklUYo78qUEc7/UhlmWhKCgIERGRsoqdRUrVnR6P9Dki5cro+rU6bWEk/PXvXv3nFmMAe/UqXMdc8zcNImPj8fNmzedr/0tUYqW+atVq1Zo1aqV4jm1QLaZNvbrmb/4eDk5pY6Wz4DhHppj6vr374+NGzea0RaGBFrdL0ncWXRqNa/TLHVKxcfVZA/T6n557NgxnDt3zvnaEzEJZih1UtkvtRRHJu+tHktdaGgoNV6Phq+6r/BUrlwZGzZsEDzDatWqUdNGq8HM7Je8lYDn2rVros9I9RH+/IGBgabG1Olxv8zKyhLIsLcTpZjpfkkmDivJiVLMwCxLQmhoqOi+k0pdpUqVJNsB/G9sNWJTkuM4w9wvAeDUqVPO/3vbUmemUuf6jIDidpvp3lzSN01ILBaL5Nwvd69o8uWafRpgljoz0KzUff755zhy5AgmTpyIzZs3459//hH9MYyDrxvmitKilcQfUq5LTYp63C9ffPFFNG7cGLVr18bnn38OQLulzheUusDAQEmF2J1JUWmiMTvmx1uJUlxp0aIFNm7ciAcffBCtWrXCf//7X9VKKwnt2ZBp0fUsOgMDA0XXQi46g4ODJReOgLJ7mBExdXrcLwGhNdwfEqXoXXRWrlxZ8NrdkgalfdHpLaWOdt+NdL+kbY7wx5XkKyYmRpQgbcuWLc7/e6ukgVR7tWyaKLlfkkqd2ZY6b2W/NAt3LJNa5YtcEzGlzng0r2Ly8vJQVFSEWbNmoWfPnmjZsqXzr0WLFmjZsqUZ7Sy10AZWIyx13oipk1sUGWWpu3XrFr799lvn6w8//FBVcWQzAs2VihCT0JQTKdcfM2N+SrL7iivt2rXD3r17sW/fPrRt21bVd2h4e9Gpxj3M7OyXSvJVtmxZkTKwadMm5/+94X6p1ZKg1hJOQip1OTk5orb4snyVJqWOtIR70lInla5ejSUcALp16yZ4vXnzZuf/9SYiIsvayEHWPjUqpk6PpY5ZwtXjjhIrJ18hISGK60em1BmP5pi6kSNH4sCBA3jllVdY9ksPQLP2mGGpM0qpy8rKkize6olEKRcuXBAkkkhNTaXG+fmDpc5bMT80S50vx/x4e6fTneKtcveVtui8cOGC4LXaRacRxccdDocoDhFQZ0kICAhAr169sGzZMuexP/74A6NGjcKNGzdEC1rawoZ8rjabDQUFBapdxM1yDwsJCREltHGlSpUqomM3btwQvPZV+SoqKhKNfb626AT0eZrQamSRz9B1s0+rUhcRESE592lV6pTcL4Fipe777793vt65c6dTPvQodUCxzKgdT71V0oBU6nJzc03dNDFSvgoLC0XP1tvzF4lepY42f5Ewpc54NCt127ZtwxdffIHRo0eb0R4GAakYBAUFaRqgAPey8yktICIjIwWDOekzDUgrZjxGxtSRyhjguTo/ZPHxzMxMcBynug6LXBZHNTudRtXRosX8+JN7mLfdV8y0JFy8eFHw2h1LgtVqdZ5fjXzdu3dPtGEDqJMvoDge21Wp27x5M+7du4dFixYJFtNRUVFo2LCh6Ps0ZSIrK0u1Uie3aeJOTJ3FYhElBHCFtNQBYqXOV+WLXKgD3i9pQMOomB8SJfmSc790TbxktFJHa0vnzp0Fmwt5eXnYs2cP6tevL+r7tP5GGzczMzO9rtQpbSzT4gnJ+dtT8qU10ZdccjRP4Y4S6658MaXOeDS7X0ZFRSExMdGEpjBo0JKkaC3W6MlEDqR7WGBgoDOexhMxdWTWSkBddj5SqcvJyXFOUhzHIT09XdRmEtJS53A4qIsiKeRiwzztfmmmpU5ukWZ29kszUKPUGWVJIPtxQkKCZDsA+UWn61jizqJTTUwdAPTu3Vtw3GazYc2aNZg/f77gcwMHDlTlfgloc8HUuuhUO0YC8jJWrlw5kUy4ZusDtMmXkpKjRb6UEhH5y6JTak5015LgzqaJUUqd2k2TcuXKoVmzZoJjmzdvxsKFCwWbJmFhYahVq5bo+7TnqiWuTot82Ww20TVJKQ8BAQGy8kVT6sh1gK+6X9Lur7fnLxJmqfMvNCt1w4cPx6+//mpGWxgUtNaoo2FmTB2Z2Y1U6ipUqIDAwEBqO3iMLGmg1lKn5H4J/G/hlZycLJqw7r//ftHnabGOWlwwzXK/VHJfIXHXUmek+4oZ2S+NhrxeWo0/oyx1JO4sOl0ty2rkS6oURlZWlqgv0hZGUVFR6NGjh+DYjBkzcPLkScGxESNGUH8nPDxcZJHRsujUKl9qN034tkkREREh2vxyx/3SYrHIypiRljp/Uerk3pOz4pkpX65zozvypdb9EhDH1W3atAlz584VHHviiSeo7aVlyTVKqaO1l7Rs65WvChUqiJR6ch3gq+6XpHxZLBbN87W7mJUoRY180RJoMdxDs1LXpEkTbNu2Df369cPcuXPxxx9/iP4YxuFuOQPA3Jg60uVQa0poQJ2lzl33S6VJMTIyUrTwOnbsGACIClWXK1eOGidDUybcUepcz+dOSQMlhYy892anXPeF7JdGoqbNJUGpk7Ik0OLspGS9f//+gtenT58WvE5MTES7du2o37VYLKLYQKMsde64XwLKSh05TpIJKLS61MvJmJGWBPKehYWFycqvGbizyLZYLJIypka+XK1AWrNfmmmpk7onpFK3f/9+kYyNGjWK+l1APIdpmb+0WOoA45S6yMhIUbtJBdlfLHWuydE8hbfcL2NjY1lODhPQPDoPHToUAHDp0iWsWrVK9L7FYqHGXTD0YZalTq2VR05oQ0JCRIOt0Uqdpyx1FosFLVq0EGTk279/P/r37y9S6po1a0YdeAMDA0UxhmZa6oxyv0xISBDU9DO7pIGRkyItkYO3LXU0pCbGoKAgBAUFieQR8K5SZ7PZRPGgUpYEmlIn1QceffRRBAYGSs4Rw4cPly0tER0dLVgImeV+CYjdaOUWN3K76zRLHUmDBg1k3ycJCQmRvHYzY+qkEu6YiTuLTqBYjmgu0UryZbFYBB4cWhMRKSl1pHxJKXW0LMpS8tW2bVuEhIRIbnrWqlUL7du3p74HFMuXq2uwWe6XgFi+5OYFOfkKDw9HmTJlZOdaLRYhb1rqPL0hCbiXKEXuXinJF3O9NAddiVIYnoMcqIyy1BlRR4smtOQgpZQ9zGq1wmq1Kma/1FLSgESNpQ4AWrZsKVDqDhw4AACi2osPPPAA9beB4uejV6nzVkwdqdS5m3Ldk5Y6uYLtnsIdpQ4oliNa7KUapc6dmDpXpY72zAoLCwXHtVjqpPpAXFwcOnbsiK1bt1LfHzZsGPU4j96yBkVFRaJaXXLyBRhnSQgPDxdZ6lypVasWOnbsKPk+DTkZM1K+yA0TT7uGAe4rdVL3Skm+4uLiBPfLSPdLoLhPup5fSr7IeG5A+prCwsLQrl07QY06V5577jlZS5A7teq8ZakLDw+XHfNDQkLQtWtXyfdpn5fDyPABUrH1N/niLeHk2Aowpc5baFbqtE4+CxYswKOPPqq4U8mgY4b7pZbsfEFBQZI762ZnDwO0J0qhWeqysrJUJXJo1aqV4PXBgwfhcDhEljolpe769evO174QU6f0jGjZ+chEDr5qqfOHQHPAPKXOLEsdIFbqpCx1tMWo3D3p378/Valr27YtNVbVFb1KHe3+eirmR8lS9+qrr2oufC93f42UL3KxpjbTqJG4kxgGkN6YVJIvMlW+kdkvgWL5UqPUaXFvBoCuXbtSlbrAwEDJeFUeI5U613tC6zfk5/Va6iIiImTXRY888oimdZMn5y9SvrSWkDICIzZNaEqdUp06ptSZg+aYOi3Y7XY8++yzojTcapg7dy41hgIotpx069YNkZGRiImJQf/+/UVufyUFM9wvtSh1gPykqKUwqNZJMSoqytkuo90vpSx1rmRmZmLHjh2ic5IZxlxxp1adWSUNeGuoFK7WHh53svO5M0lozX5JLjp8MdAc0C9fcvc9KChI4FakValz7atSi05XjLDUAcDjjz9OPT58+HDJ7/CQSp3aRadSwg8zLQm0mDqesmXLqrpuEk9Z6krColPv/KVGqePliianapQ6V4ySLzKujqdPnz6iayLRq9TxNSNd8RVLHR8ypJbAwEDZTRYj5UttAhwzMVO+mKXO85iq1AHiYp5quH79Ol5//XXqYvP06dPo1KkTCgsLsWzZMvz88884e/Ys2rdvjzt37hjRZJ/CU5Y6PRmOzLbUubqvqHG/zM7Opl6b2pTrCQkJIquVazFXoHiikrMmkM+HFg8hhRb3S7vdLromvTudcXFxooHbHaXOk+4r5D2LjIzUbPVwFyVLQUBAgGyb9MpXfHy84LxaY37UWOpckcvORyK3UKhcuTJat24tOBYSEoInn3xS8js8ei11tM+5yoTZSp2UpW7MmDG6NiE8pdSRfaCkKXVy8kWmypeTL1rafSX3S7Pkq1mzZtRNBLkEKTx6lTpaG13HHNoz0iJfUjISEBCA4OBgSaUuJiYGvXv3ljyvFKVp08RblnBaxnGG+3h29aOSMWPGoEOHDujevbvovXfffRchISFYs2YNevfujf79+2Pt2rW4c+cOPvvsMy+01lzMsNRpyc4H6I9JAJRj6uQsCa4LITWWOlo8HVC8oFNjqQPE1joym2uTJk1kF+jkZGqW+yVgriXBX9wv3Sm9YBTuLjqlZEhJvshNL7lNk7CwMFEsjValTsqSQBIYGOgsYyIFqcD169dPNu6MR69Sl5KSInhdpkwZxXgpUr7knqMeS53VasWLL74o+T05SpP7pbeUOi3ul4C4zE2dOnVkv6tXvgD55xAYGIguXboIjlWqVAm9evVSPK9ZSp3FYhG12Yj5Kzw8HBaLRXKz+4knntDVZz0lX75gqXMnUQqgf33ILHXm4HNK3aJFi7Bjxw7MmTNH9F5RURHWrFmDAQMGCAafatWqoXPnzlixYoUnm+oRzEiUQsMM9zBAvaWOZkmQs9Tx2cNcobleAsXWMvKzUveEVOrIQVkung4wz/3SbKWObDfZFi3WBLnaUPz7UvjjpOjLi07+uVksFlEfUEqUQt5btYtONePNiy++6ExecP/99+OLL75QdW5y0alWqSM3fNRYYbTE/CjJFy2r3eDBg6neKGooTZYEbyVKIeWLdh7XcXHatGnOfjB27FhBgW/aNbje+8LCQtV9OSAgQPGaBw8eLHg9duxYVaUo9Cp1tJhVcs4g74ERMXX8canNbq2ulzylSb6UNuGY+6V/4dmCMwqkpKTglVdewUcffUStA3bhwgXk5eWhcePGovcaN26MTZs2IT8/3yuCYRZmuF/SMEupU7LUqXW/lJoUXY9LKXVaYhLIZCkkcvF0gHtKnRb3S8A4S4JSdj5A+bpJgoODqcHTgLlKnTfq3viDUgcUb5y49hnXvkpro1r3MBI1inVwcDA2b96MO3fuIC4uTnVtJr2WOiWlzmKxwGq1CvqbEe5hQLGVtHz58qLjr776qmyb5fBUnTpSvvxRqfOUfPXr1w/Xrl1DTk6OaP2iZKmjzVFSqBnjBgwYgPfffx/Lly9Hx44dMXnyZFXnJucvtUod+bmQkBBRXyPbbZSlDqCvi6pUqYIOHTpIN1qG0mSpA4qvl/R64dErX0rFx5lSZw4+pdSNGzcOderUwdixY6nv8zvFrot9nrJly4LjOKSnp1ODgQsKCgQCxA9CNptNVYFjI+F/T83vkkpBeHi45vaqXTBJnVdqoAkJCZEd/GJiYhAYGOg8L816ExoaKlLOeMqUKSP73ZycHMG1uWaddIW2GLVYLNTrbdKkicTVFNOwYUPZ+09aHNPT01U/L1oZAf67tGdIft71XpPIDa4hISGymwXVqlVD69atNfU7qYxYQPGzlDoXeZ1K8knu9oaEhHhcnpUICgqSbZOUfCkluKlQoYLgvLQ+Ehwc7PxM27Ztne7EVqsVLVq0EHw/ODhYsNDMzc11vs9xnCZLndpnEBMTQ63RJwW5uLt3756q3yLHBvLeAeJ2k4tOuX4rl2LebrfjoYceEtQP6927Nxo0aKC7r8qNuxzHqT6v3W5HYWEhVe4Aei0xb8iXxWKRjM9Xki+pe6UkX3FxcSL5IttBjjeRkZGIjIykticgIEBQdD4nJ8f5OanQARpqx7i33noLb731FgD1fYLcnFArX6S7frly5ajy5QqZUVuvfNlsNuqmypNPPgm73a6rbrKScqVn/qKt+8gxRsvYaSRWq1VSqZNbVwD65Ss2Ntbn5mpA3brcl/EZpW758uX4888/cfjwYUUlRO59qfc+/PBDvPfee6LjGzdu9EocDgBBTTQpyIXUyZMnVStpPFIWLFc2b94sKZy05CNAsVvj+fPnJc8ZGRmJpKQk52tahtLMzEwkJSUJJjue9PR05/dpO5lr1qwRuF38/fff1HbQsq/u3LlT0mUjISEBN27cEB0PCgrC5cuXqe/xXLt2TfD60qVLgnsgRVFRkWjX7vDhw85YIFpiGPK6bt26JflbUs8QAI4dOyb7fuvWrbF+/XrJ97Vy/PhxyXYePXpU8Do7O1v2/h08eFDwuqCgQNX9NhKlScDhcMi2Scqae+XKFVkLUGpqquC8tMXL8ePHnePFI488glu3biE9PR39+vXD/v37BZ8lN062b9/uXKy5KnhKKF2vO1y5ckXwWq18HTp0SPA6Ly9P9D3y+knrw/nz5yV/69KlS9TjVqvV+Z033ngDK1euRPny5TF06FC37pGcZWfPnj2SG1y046tXr5ZcfJ0+fVrwmuxznkJOcVMaI2h13oBizx+5ufTMmTOiPtCwYUMcO3YMQLHikpycLPnsSYKCggSbJtu3b3fOFydOnFB1Dh6znsGFCxcEr69du6bqt8gSJcHBwaLvKSlXp0+flvwtcl7lsdlsSEpKoj6DqlWr6r5Pcgm6Dhw4QHU3BSCo9woUu1eSbXBd9505c0bwXkpKilfkSw7XdRgNKW+JCxcuyHpSHD16VNTffAG5tZA/4BNKXXZ2Nl588UW89NJLSEhIcGYM5AUrIyMDVqvVmSKYtmOclpYGi8Ui6UY2efJkTJw40fk6MzMTVatWRY8ePTxe18pms2HTpk3o3r277E4Gx3Gi3ZMePXooWpNI5JQQnkceeUTSzD5r1izR4AMUW3BatWqFb775hvq9WrVqCTJP0SaumjVrOj8TFhYmuN7mzZs736M9844dOwqssmvXrqW2g2YJ6NOnDzXOhT/vkiVLRMcbNWqEvn37Ur/Dk56ejh9++MH5OjAwUFX2LdoirU+fPs6YG9qESLa/Ro0akr/1448/OhcjJF26dEFycjL27t1LfX/atGmoWbOmbPtJoqOjJZWVFi1aSLaTtHRaLBbZ+0dO9uXLl9eV7cwdlDL8RkREyLZp0aJFzkL3rjRu3Bjt27fHO++8Q/1e9+7dRecla0p26dJFECf69NNPS7YjPDxcYF1t0aIF2rdvD4C+MSKF3oxzarh79y7mzp3rfB0cHKzqt8gY7datW4u+FxERIViEkAu7xo0bS/7WjRs38PPPP4uO/7/2zjw8iirr/9/qJZ09IQkJhCTsqyhCBAxrFKKCKDGCMogCDjKIOCMKDqDD4jbvuL3CyIjiAgKKgwLvO68wghhEURZF9lV2EMQkQMKepX5/5Nc9qa27qrv2Op/nyQN1u7rqVleduufcs9x69eoFvtO/f39MnTo1ZF/lsGjRImzcuFH0s1tvvRWtWrUS/UxM+e3Tp49A7vxjFD/qpe77Wk/8ER1ipKWlBe3T0qVL8c033wjac3NzkZubK/m9IUOGCCZVcnNzMX36dFy6dAmTJ09GmzZtZF5B7TXUfaY6d+6MvLw8AKGr/NYlISFBs3vgcrk4+a3V1dWyzsXXD8Sek6SkJEHBorp06tRJ8lyHDh3CggULBO2ZmZno378/kpKSMGvWrEB7+/btMXbsWMUT4H6mTZuG48ePi37Wq1cvQe69n61bt3K2a2pqAtckpvetXLmSsz9fZ9KL+Ph4yVDbhg0bBu3T3LlzBZOxQK2sNGnSRPQ7Ho8HgwcPDvv+aImStRnNiGKjjmXZoDeivLw8YCS53W4UFxdzqkCJUVJSgl9//RWvvfYaXnvtNcHn9erVw8CBA/Hpp58iJiZGVDndsWMHWrRoETS+V8ylHspFrCWhzl1RUSHwYKWlpSnur5wiF9HR0ZL3VSp0LzY2VtIwAmpfBnX7KtaP+Pj4wD7x8fEco65+/fqcz/jU1NRwji+1pIWYwVT3vHy6du0qatR16tQp5G9fd90woNYLI+d+ic0OpaSkBL7r9XoF4Tv870RFRUmeS+z385OYmCga0gwAPXv2VKS4+AkWvhIdHS17ofTKysqgvx9f0YuJiTFEnoOFpXk8nrDyRaQKbPjJzs4WHDc3NzfggYuNjcUNN9wg+/fg37Pq6urAd5XkhgZ7DiOF/5zKlS9+tEKjRo1C5vzwEcsT8iN1n+Li4jT5LYKFUweTAalnTWp/s8hXqBynYH2S+q2CLVqdkJAgOkGclZXFmVRQAv8a6o5fSpa+CfYcRgo/9/Ps2bOyzsUfY9PT0wXfCxXSGOy6pCbe/fLVq1cvFBYWYvny5UhKSsLs2bMjyq8OljsabPziy1dVVRU8Hg9Ht6r7vPKNeTPKV6j3eTj6YXp6uiH573Iwyh5QC8XVL/v06SM527J582ZBdcDevXuHNCoaNGiA4uJiwd/tt9+O6OhoFBcX44UXXoDH48Fdd92FpUuXcmZUjx07huLiYhQVFSm9HFMjNmOgxpIGfPgvHT56lYTmvwCUrvMjlZcgFioRTHCliqWEqnwJQLAeldwEeL5BGhUVJTDEtEg0B4IrNyNGjJD8XjCCPXN2q34JhH+9gHryBdR6pDp27IhmzZrhgw8+CGrM8wm2bIha5dYjhT9pIrd4S6hCKUDo92S4hrkWqFUoBQguY2aozgfoL19iz0ekWEG++OPX5cuXRUP/+fDHL7HCQFrIl7/d5XJh6dKlOH78OE6cOBF2gRQ/ao1fgHikkB8zFCIC9JcvKpKiHYo9dbt370aHDh2waNEizlooM2fOxNNPP604NBCovfn5+fmC9nnz5sHtdnM+mzFjBjp37owBAwZg0qRJuHLlCqZOnYq0tDQ89dRTis9tZsRmx7Uy6oKhV/UwfxggUPty7N27d+AzsZcl/4UoJ3fQ349gRuyNN94Ij8cjeBnLqQDpDxH2c+HCBVy7di3kPeD3PSMjQ9BHfkVJtYw6qeqXsbGxGDx4cLBuS2JUdT6jZv+CXZMW8uVyuUQHxtzcXGzZsiXo+aQIpnTKNZ7EjqMmfKOuvLwcV69eDfq8VVdXC5ROMaU9kvUVQ5VcVxs1lc5gMuZUpVNswiRS1DLqtJQvsXHg3LlzIReKlmPUaS1fDMOIVk0PB7UnTaS+Y4Z1IAH9xy8y6rRDsadu27ZtaNeuHW6//XZMnz4dpaWlKCwsxPjx4/GHP/wB3377rRb9DNCmTRusXbsWXq8XgwYNwogRI9CiRQusW7dO9EViZfieuri4OFlrzfAxanFJpZ661157DX/84x8xcOBArFq1iqPAMQwTdFBkWVaRUReMmJgYtG/fntPGMIzoUhp8xMIYpRL16yJm1PEJ5alTe3Hke++9N2j4XzDUWuenuro6aM6aHTwJ4Sw+np6eHta7IBhW8CSIveNDGZwlJSWCMHY7e+rUNOqcqnSa2ajT01MHyBu/+EYdf/IF0NZTpzZqTpoEy5e0w6RJOPohGXXaoVgryMjIwJdffonp06fjxRdfxN/+9jfExMTg008/VT38cd68eZg3b56gPTc3F19++aWq5zIjfE9duAVd3G63IB+rLqGMvmCDYrCXqpwFfut+PzExETNnzpQ8Hr/ket3/X7hwQXbVIjmDYpcuXThJz61bt5aloIkNimVlZSFnOtUw6sJdRys2NlY0/HL48OGS3wlFuEqnnPUI62KF8MtI5MssSqdZPHUpKSmCd1lJSQkaNWok+R1+6KXL5dItPMzq4ZdWUDojkS+pz5xq1EVFRSE2NpYzloZj1Okdfqk2RoU3m3H80mKdOjLqtEOxpw6o9VqkpqbC5XLh6tWryMjIQLt27dTum+PhG3XhLDzuxww5P6GMulDwX3h1FQ65XjqpfvApKCjgbN9yyy2yju31egXeLTkDNl/xVNuok/qdfT4f3G63oJhR48aNZV+zGGot3goom+m006Cot9IZTL7MonS6XC5BiLNUgSQ/fNmqX78+3G63YL9IwsPMpHRS+CWXYJ4El8sl+rmZc+q0DjHnR23IKeKitVGnd3gzydd/0GJSkow67VBs1FVUVGDw4MEYP348HnnkkUAp7s6dO4uWnCXChx9+GcnSC2Yw6sReDkqUnmCDohKjTo7SWVRUhIcffhjR0dHo1q0bnnnmGdnH5yudcoqlyPHU8fvND0uMROls06YNxowZA6B2UJ87d67ogu9ycdqgqFV4GMMwop/7l7pQEyt4EgBhaJdSo07Kax5J7rHenrpwlTCXyyWQa6d6EvztYmOYmT3hWt8DfrRJKE/dtWvXBLqK2jl1Vg6/tIJ8RTJ+BZs0kZK9UJFLRPgo1to6deqEVatWYfHixXjzzTeRm5uLH3/8EYWFhRg+fDh+//vfa9FPR2IWT104MdM+n0/QX5fLJTiXEqVHT0+dy+XCe++9h8uXL2P9+vVBw7v48PPq1DLqtFY633rrLZSWluLkyZMCT6VSjApfMapQCimd0sdRG77CqNSok/LC2CX8MtTzpqQYkR1yVs0iX/zfPdikSbCx3mxGndi7QS9PndXDL80yKamVfHk8HtHvk6dOOxQbdQkJCfjxxx85VfFiY2OxYMECvPPOO1i8eLGqHXQy/NkvrYw6rXJ+xCpM8vuhlqdOajkDMbQeFPlGnRwvhxpGnRoznSkpKaoMlEZ56qzoSQhWKEXqc6NzfoJdk9b3gK8whjI45Rp1WngSjDDqQnnYlRh1dlc6AfF7p6d81dTUCCb+GjduLPs4aqM0/JI/qeJyuUQLhllp0sRpnjqtcuoA8fGLjDrtUGzUff/992jRooXoZ6NGjcLGjRsj7hRRi1qFUgDtBkWfzydqvEkNivywMSUliNUKv9R6UDTKU2emQVHtQilSWMGoi2TSBDCHUcc3nILJrdGeupMnT3K8C3p46oItcK0FUs+51+sNulyLf5+6WEG+tApvBoyXr/PnzwuKmOXk5Egex0hP3cWLF/HRRx9h7dq1gTa+/PnrLfCxi6cu2PPmdrsF8mf3SZNgkVwAGXV6o9ioC/VC4ZeCJ8LHLOGXoXJ+lAyKEydODLzw7733XrRq1SroueuiVvil1oOi0py6q1evCmZD1S65rvegqGahFAoPE8qXFjl1UvLFsqzAU9ekSRPZx1GbYDl1Y8aMQVZWFrKzs7F8+XIA+hh1LpdL9D7p7UmQs8yF08IvlSqdXq9X1NMUKVJGnVgkhxmNuurqanTt2hUPPPAAbrnlFrz++usA5C1nAETmCfd6vaL32Wzhl2KfO9VTF2z8stvyY2YirIWOqqursXLlSuzZsweXL1/mfMYwDP7yl7+o0jmnY5ZCKXIGRf5yAlKK0+jRo5Gfn49z586hc+fOQc/LR63wS7N56s6cOSNoMyKnTk3UDL+0QvVLO3sSLl26JFA+jAwPk/LU7d27F2+//TaAWo/Cn//8ZxQWFqpm1IW6j7GxsYLx0AhPXSjsFn6ptie8QYMGIb2d4SDXqPP5fEGVXqPCL7/99lvs2rUr0P7mm2/iySeflFX5Eohs0gSolS++TmS2Qin+79Yds6zuCVdbvhISEoIW2CMiQ7FRV1paip49e2Lv3r1gGCZQga/uS5CMOnXQy1Ond3iYEu9cXaziqVOaU8fvu9frFV3vzi7r/AQbFBmGgdvtRnV1daDNCoOi3jk/WlQPU+JJCGbUGZVTt3PnTk77/v37UVZWpktOHVB7n/i/ld5GndaeOrvIl9vtDnyPP35pMWECyJev1NRUxMfHSx7HKE/dsWPHOO1HjhzBtWvXdDPq4uLiBEad3vLFMIyqOat29YQzDBP4HfjyRaGX2qI4/PKZZ55BdHQ0jh49CpZlsXHjRhw4cABPPvkkWrVqJRB8Inz0KpRidU8CYG6jrq6n7uDBgxg3bhz+8pe/BO4vX+lMT08XnSm2SyEHCl/horRQSlpamiaz9VLyxc+nc7vdQavBGuWpO3HihGDfzZs3ywptBtTxJMhpU4NIwi+DvUf52EHpFOtz3TajjTq+fKWmpgZ9Lxtl1PEjSliWxfHjx2UbdWpMmshpUwOp501NTzjLsradlKxba4GMOn1R7Klbs2YNpk2bFsjpcLlcaN68OV555RVcuXIFEyZMwMcff6x6R52IFQqlAOJKqRaLt/JfeP5BkWVZgVFXr149yVLMWiudUjl1lZWV6NmzJ06dOgWg1pPwySefyCqSAlirUEokz5vX6+Uok0701AXzJGiRTwdYx5PAz9kpLS1FTU2NqFG3evVqQZueRp2Vwy+rq6sFBTysaNSJ/VbBjDotxi5AvnylpaUFfW6MCr8USxM4cuSIwCgN11MX6j6K/SZ6R5qo6QkXm0yxonwpnTQho05bFHvqTpw4gSZNmsDtdsPlcuHixYuBz+666y7RQZQID7uGX4YL/xr8Cv2FCxcEOX1SFVoB4zx1mzZtChh0ALBs2TJUVVWpZtSFk1NnxkRz/nVawahTOyfBDJ4E/28r5kkw0qjjK43+kvDHjx8X7Ltq1SrOdlRUlEBp9ROpJ0FM6bRy+KWY0mmXSZO6bR07duR8dvPNNyvsnTyUTJpYwVMH1Bp1eubU8dF7UjKcSRMpTzh/7ALMOX5FOmnClz8y6rRFsVGXlpYWMDYyMzM5eQxlZWWoqqpSr3cOxyqFUoxe50cs9LJ58+ayj6M2fKOuoqIC165dw8mTJzntlZWVOHr0qC6eOqnBz2yFUgD5gyJA4WFqIuUJF/MkBDPqtJYvsep6JSUlop66HTt2cLaDFcGwktKph1En1m6UfKldiKhu2yOPPIKBAwciJSUFDz74IIYMGRJ+R4NgVaPu/PnzqK6uNtyos5unjj92AfYcv/iTaFpFmhC1KDbqcnNzAxWQ+vfvj+eeew4LFy7EP//5T0yZMkWzWS6nUVlZKaikZpWcOoZhNClZK1UohW8UxcbGBg2h0dtTB9TOdv7yyy+C9gMHDuhi1JmpJLRSo84KnjotB8WbbrqJ81n37t0V9k4eVgm/9Pl8ggmu3377TdSo4xPsvaBG9Us+VvAkWMGoUzvShK90Ll++HKWlpfjwww81u0a1jDq9wy+B2glmuUadFksaAPrm1Olh1JnJU6e2fNW9jkGDBgX+73a7MXjw4DB6SMhFcU7duHHjcPDgQQDA888/jw0bNuChhx4CUOsdmTlzpro9dCiHDx8WtEm9LOWgp1GXnp4u6+WnFLmeuoyMDEM9CWJGXVlZmWyjTsuS60ZXDwPULZRiB6NOLHy5rsw99NBD2Lx5M9asWYPbbrsNDzzwQPgdDYLcQg5G5/z4+1D3Wf71119F5YtPJEad0zx1Tgm/1AureuqA2klJMaPu4MGDgv7r5alzu92yJjHCQY9JE7t46kKFXxYWFmLFihXYsGED7r77blx33XXhd5QIiWLNu2/fvujbty+AWuH96aefsHPnTjAMgzZt2miizDsRfnnu9PR0zYw6tXPq9AoP8yv0YiXLExISZB9HbbxeLxISElBRURFoKy0tNdRTB5hnnR+32x30u04z6kIpnbGxsXjvvffC75xMrOKpA2rHnkOHDgW2d+7cKSv0PxIPvhWMOq09dVaUr1BKp15I5QrXHSeA2ogcI426uLg4eDwejjxJGXXbtm0LLGvlJxyjzr+UTTD48hUXF6fJeoKAcZ46PSbExNAyvBkA+vXrh379+oXXOUIREVtgDMPg+uuvV6MvRB34Rl379u0jOp7aibB1240uCW02Tx1Q662rO1gr8dRJGXV2UDrdbnfIgVjuoFhTUyP4zIqJ5h6PBy6Xi1Np0AxKp1/pUGrU6SFffMXxp59+kvU9PT11Ho9Hs9/CiJy6qKiokGt0aUUkRp3H4xGsfWkG+fKPX/wiX7GxsYZ6whmGQXJyMsdDf/z4cVHPEr/vgHREUSQTy4BQvrSakAQiWzIkXE9d3WUA9MYOnnCilrCNul27duHo0aOigl5UVBRRpwgE8hb9ROqy1nIdEn64RlZWVhg9DI1aRp0ein9KSgqOHj0a2JYy6nbt2sVZxw7Q1lMnp00NIvEkyK1+aZecBIZhEB0dzVGQjBgUpQql1K1wDNQWbDLSkwBYw6izutJplgkTILLxC6iVp7rPsZmMOn7ufCijTo/7UK9ePY5Rt2/fPlnfS0pKkrxXkYTkA8IJSC3lSw9PuFmiTAD1PeFGXovTUWzUHTx4EIMGDcL27dsBQOB6ZxiGMyNGhIfanjotZ2KKiorw2muvBe777373uzB7GRy5hVLM4KkTW6tOzKgTK8OuxZIGgHVLrispCW3FnAQApjDqpJROvlEXGxsLn88n8H5IHUcL+N4AMTkSI5Lwy1DhYXxZ0kq2AH2UTr7cGTn7HoknHDC3UafUU6eXUVcXuUZdsAJpanvqtJQvIzx1RsqXHcKbiVoUG3WjR4/G6dOn8d///d9o27atYTHAdubatWvYv38/p01Loy7UCzWU0Hbt2hXffPMNvvzyS+Tn56Nnz57hdzQIUoPihQsXOO3Jycmm8NTV5ejRo4LcCTHcbrdooRXAWp46oxLNzeipk6MI8EOYza50MgyD+Ph4wVqagDGeOrmE66nzeDwhQ6P0VDqNCL+0qtIJCPtuZvmKiYlBVFSUIK9N6jhawK+AaQajjjx12hHJvfEXrKl7nWTUGYdio27Tpk2YO3euZmu5EMD+/fsFL/N27dpFdEytcxLy8vKQl5cXUR9DIeWpE1M6jfbU8Q0zvudVivT0dMm8FarOx8VM4ZdqeBKCbeuBEqMOqH12nGLUmc2TINUfLQulWFXpBIR9N5N8iYVfAsbKV7ieumDF3CK9h9nZ2ZxtrdI8AGPGLyt7wn0+Hxl1JkFx1nP9+vUjWi+NCA3fAMjKyhJdO0YJTprpDGXUGeGpk2vUSYVeAtby1DnNqLOjfElNmviNFSkZM6JQilyCyVekOT9t2rThbLdt21Z+xxTCMIzo76zlkgbkqYsMsfGrsrJS8Pv738lGyhffqOMXS5IimFxGKl8DBgzADTfcAKD2t3n88cdl9SkcIgm/lJsTLlYoxSjsIF9ELYqNukcffRRz587Voi/E/0ftfDog8lkyMwitVCEHMaMu2JIGRuTUiZWDFsMuiyPrEb7CHxQZhtFs3aJQ2GFQlFsoJZTSqYdyEmp5F7G+JSYmBp3EiPQd2atXLwwbNgwA0KRJE0yePDnkdyJB7HdWM2eVwi/VRcyo43vpgP+EYku9m/WQr3AnkbXOqdu0aRO+++477Nu3D7179w6rj3IwIvzSTvJFhVKMQ3H45cSJE/HUU08hNzcX/fr1E3gkGIbB+PHjVeugE+FXvtTaqLPqoBhu+KURnjq5hOtJAOzjqQu3+qXX6zVlSWirTJqIKZ3V1dWC37lueJic42hBKE9dQUEBli1bxmkLNmECRH4PXS4XFixYgDlz5sDn82m+ZqvP5xPk6apZXdYq4ZdWHb+uXbsmuiRAKPkyIvxSLloadUDttWud5gGoWyhFatLETp46M4Q3E7UoHnU2btyI+fPno6ysTLSMNBl1kcP31EW6nAFg30ERsEZOnVy0DL/Us/qlHoMi39jQWokOhl0LpYh5EszgqQtl1PXv319Vo07Js6VlLl1d1PLUWSH8Uu2cVSMUaKXyZeSkid5GnZHvbjEop+4/WEU/JGpRLEnjxo1DWloa3n//fap+qQGXLl3CwYMHOW1m8NSZYSZGSaGU6OhowYLOUsfRAiOMOqXhl/6qVVpgRPilke8iOwyKcj0JZsipi4+Ph8/nE82rdLvdKCgoELSHMuoizfnRG7HfWU354hfrsnJ4GP99HO77ORLkypddwy+tJF9GjF9m9dRZJdKEqEWxUbdr1y4sXrwYd999txb9cTx79+7lrP3HMIwqCfd2EFqxQbGmpkbwcqxbcr28vDzkcbSAn1MnFz0LpcTFxWkWrmjETKeRikGkSie/klujRo0i7pNSxMKb+fl0gDnCwxiGQf369XHixAnBZ5mZmcjJyUG9evVw9uzZQLvW4Zd6o7enzqxKp5xrHjp0KD799FMAQEJCgiH6ixyjzufzBaofU/ilceixTp2ZPHVqT/pTTp1xKC6UkpOTI1hwnFAPfuhl06ZNVQnnsUP4pVghB7HwlVCeBLt66kItjsw36uy2zo+VjbrRo0cHnpkWLVpg0KBBqvVNLmL3TKykut+TYKSnDpAulpKVlQWGYQKV8vw0bNgw6PGspHQC2ht1VimUIufe3HPPPVi3bh3+/ve/Y+vWrYLy+HogJ/yy7jvZzOGXUu93LZc00BO32y06njrRUyfnnZKTk8PZNkK+iFoUG3WTJk3Cq6++KrrwLxE5WlS+BOxh1Il5EoIlmpupJDQfqd8vXKNOTpEQPdfR0mOmk/8OMqtRJ6dfHTt2xO7du7F+/Xr89NNPYZfsjwSxazh37hxn2x/WDBg7aQJIewX8CsVDDz0UaHO5XCgsLAx6PCuFhwHah19axaiTm4/Vs2dPjBs3Ds2aNVOrW4oQM+r4nvC6ubVmDr/s2LGjaLtdwi8B8WeOPHXiPP7444Glzjp27Ig777xTtb4RylAcfrllyxacPHkSzZs3xy233CJa/XLmzJmqddBpaFH5ErBHTp3S6mFGKp1RUVGIj4/HhQsXRD/Py8tDcXGxoD1co07OPeQPuKHKwkeCf6az7oL1gPbVL40i0pw6oPbeB7v/WiPHqKuraIrJl9QMtxZIKZD+UNaRI0ciOjoaW7Zswb333itYR46PlTwJAIVf+jFbkQ0pxK6Bnx5gBU8dwzDIzc3Fhg0bOO0xMTFBJwqtKF98T6qWk5JGylek41e3bt2wf/9+HD9+HNdffz3V2jAQxW/DN998M/D/jz76SPA5GXWRoUXlS8AeOXVihVKCJZpLrVWn1wsnNTVV0qjr1auXwKhzu91Bc/Einens27cvMjMz8csvvwAARowYEfI7keDz+QT3JxxPgtzql2b11FlZ6eQbdaGUTj0H81BGHcMwGDp0KIYOHSrreFa7h04Kv1Rj0sRoxJ4vfnhzKPnSa9kWv9dFjNTUVLRo0ULQHiq6wO12g2EY0fQdMxp1WnvC7eSpA4D09HSkp6er1SUiTBS/DcWqCRLqUF5ejmPHjnHazOKp48/K61W2uy5iHhx++IrP5wt4CowOD0tJScHRo0cF7WlpaaLGev369YN6OdRYvHXbtm1YunQpmjVrhr59+4b8TiSIGXVUKMW8iF1D3UIjAFfpFJMvPWebg+XUhYMVPQl8KPzSvMiZNAkVfqmXfLndbiQmJooWGktPT0eTJk0E7aGMOoZhEBUVJVqx1iryZVdPndXefYQ0inPqlMCyLB5++GGBoUKIs3v3bs622+1G69atVTl2pINiv379gm7rgdhLL5gnwehCDlLFUjIzM9GyZUtBe6jQOzVevGlpaRg9erTmBh2g/6BIRl1kiN0vpUadGTx14SbpezweSS+IGRUbrXN+KPxSXdTwhOt5D6RCMMM16oDICmjpjdbjF9+4Jfki1EBTo66mpgbz589HSUmJlqexDfzQy1atWqkm6MFemnJeqEOGDMG8efMwatQo/M///A969OihSr+UoIYnAdDXUydGZmamaPhKJEadGV+8eoevkFEXGWK/X7CcOqOVzlDhl0rxexLEsIrS6cR16sx4b8RQGn5p9KSJFkadleRL6/GLPylJ4c2EGmh+t2j5A/nwPXVq5dMBkSudDMNg+PDhGD58uGp9UorSmU6jPXVS+XGZmZmIj49Hw4YNcerUqUC7Hp46PdF7ptOshVLMeG/EcLlc8Hg8HGVeqXwZ7alzuVwh16MLBoWH/Qe+p86sRp1VlE45kyZm8tRJVcBMT09HcnIykpKSOEapnMJbVjLqwpWvcAt9kaeOUANNPXWEMuoq+ABULb1sB6FVIzxM6jhaEMxTB0AQgukEo05OP+UOihR+qT7867BaTl3Dhg0j+r0pPEy6nZTOyLBSTh0Q3FMHQOCtI0+d+D5Shb7M5KnzF7ERwyryRdRCRp2JOHPmDGdbzfLmThkUzeSpC2XU9e7dm9PetWvXoMezg1EXjtJJ1S/1Q4lRZ8bql+GGXvqJZH1FvQlX6RRbGkYMMxVKsUN4mNvtDqzx6Edp9UuzhF8CtWXs63LTTTeFPCZNmvwHM3nqgoWeW0W+iFrobpkIvlGnZnlYqxkEYij11IktaeDxeAQDq1aEMuqeeOIJbN++HRs3bkRRUREGDhwY9HhWMxz0XryVjLrI4V+H0nXq9FRMUlJS4HK5OBWZwy2S4sdKngQnhV/6DSKx6ttWk6+6Hhqrhl8CwJQpU7B7925s374dDz74IPr06RPymFYyHLQev8zkqQNq+22V0HNCGvNJkoMxyqgz4wtVDLF+KvXU6TkoBsupA2qV0uXLl8s+nljOkx8zvni1LuRgpvBLO3gSAOE9M7N8uVwupKam4rfffgu0Reqps7onQcslDYz0JABCg8iPleSLfw18T52Vwi+zsrKwdu1aRce0+qSJloW+zCBfYug1CU6og+Z3S4+FMu1AdXW1oEooGXVcGIYJqXSG8iToGb4SylMXDlYfFO3qqbOLURfKU2em8DBAmFenVfilE+XLTOGXgLW8PFLwr8GK4ZeRpIWQfP0Hs3nqpDyTpMNbC82NOqp+KY+ysjJBaAkZdUKsVMhBzKhzuVyaDIpmvIdOMurcbrfkwvFmVFik4D9fFy9e5GzXla+oqCjB/dR7trljx46cbTl5PcGwktKpdXiYVYw6M94bKfjXUFFRwdm2UvhlOFjJE653+oAZPXVm1CuI4Ghq1LndbtTU1KBTp05ansYW8EMvAXnVpORih5w6QJknwWhPnVj4ZUZGRkQvSispNk6qfglYy+CWIpR81FU0GYYRyJjenrqpU6fiuuuug8vlwtixY9GrV6+IjucE+bLi4uOAM+TL7OGXPp9PNFddLiRf/8EqnjrCWsi6Y88995zsAzIMg7/85S9hd8ip8I26lJQUVV90dvHU8V+0ZvbUiQ2KkYReAtYaFNWa6bRC9Uug9novX74saLeSfIVSOuvKF1CreNadWNFb8W/dujV27typ2vGk+m/Ge0jhl7WY8d5IoUS+oqKi4Ha7UV1dLfv7aiI2fqWnp0cUjufE8csqnjqxe2DG+0IER9bbcPr06bIPSEZdeGhZJAWwV/Wwuig16vQcFKOiohAfH48LFy4E2pxk1OmdaG70byB1fivJVyjFgm/UGe2pUxunyhfLshxlvaamRlCQyWijTuzaGIaxVCEHJUYdwzCIi4tDeXl5oM3o8MtI9RKry5daRh3LsoLxy2j5Ik+dPZD1NqypqZH9V3dWiZCP1kYdYK0XqhT8Fy3/hRlqSQO9Z8P4eXWRGnXkSfgPZjPqnOZJAIRGndGzzZFipXekWp4EAIJxW6y0udH31g5Kp5LwS0AYgml0pEmkeonVc+rUmpSsqqoSTLCTfBFqYJ0pLptjpFFnJcFVonQa7akDhHl1TvfUaVk9zOjfwAnyxVcy7eaps5LSqZZ8AUIZEzPqyJMQOeGENyv5vpqQp0678Yvki9AKMupMAhl18lAyKMbExAji//WeDWvZsiVnu23bthEdz0qDopYznYB1PHVG90sJkSqdRs82R4qV7qFa4ZeAUMbE1oMjpTNyrOQJj46OFtxzpxt1ao1fYvJl9LtT7NqsJl9EGEZddXU13njjDXTu3Bnp6elITEzk/CUlJWnRT9tDRp08lOT8mKE631NPPRXw1nXr1g133313RMez+qAo51mTW/2Sb9QZ7SWyQ06dUqUzMTGRs80PH7MaVnpHqhl+KceoM1rpDHeSyExYKfwSEIZgOsmoC1e++N9jWVZWeDNNmhBqoNiomzRpEp588klUV1ejoKAA9957L+evqKhIcSe2bt2KO++8Ezk5OYiJiUFKSgry8vKwcOFCzn4sy2LWrFlo06YNfD4fGjZsiEcffVRQLMOKUE6dPKw00wkAXbp0wc8//4w9e/Zg3bp1EZ/fSkqnWuEr165dE13vkq94Gv0bWOneSKG0UErfvn0527feeqvqfdITK70jtfTUkdKpDVYKvwSE6QORrLEKODe8mV/BmSZNCK1Q/EZctGgRJk2ahJdeekm1Tpw7dw7Z2dn43e9+h0aNGuHixYtYtGgRHnzwQRw5cgTPPvssAGDChAl44403MGHCBPTt2xe7d+/G1KlTsXnzZnz//feWfgB//fVXzjZ56sSxYnW+5ORkyYVcleJUpbO6ulrwnFol/NJK8qU0p27EiBEoKyvDd999h7vvvhu33HKLlt3THFI6a+ErnW632/Dn2A7hYUqNugYNGnC21Vy7Vg79+vULLBni9Xpx2223RXQ8K41faqUPALWTJnWfVSpERGiF4jt2+fJlwexspOTn5yM/P5/TNmDAABw+fBjvvPMOnn32WZw8eRIzZ87EY489hr/97W8AgIKCAqSnp2Po0KGYN28eHnnkEVX7pScUfikPq3nq1MZKg6LahRysatTZteQ6UKvsT5w4Ucsu6YoT5EvsGkN56szw3rSD0qlUvh5++GF88sknuHr1KtLT08OKhIqE559/HvHx8fj5558xZsyYiD11TpAvqfGrbmitWJEvo8cJO0yaEGGEX952223YuHGjFn0RkJaWFnioNmzYgOrqavTv35+zz4ABAwAAn332mS590oLLly+joqKC06aFUWeHnJ9QygXfk8Bf1sDovKtIsZInQe2ZzrrU1NQI2oy+t1JKZySL9eqNUqXTblhJ6dRSvsy2hhbgDKOOn1PXu3dvbNu2DUuWLMH27dvRqFEjLbsnwOfzYerUqfjwww/RrVs3VY4nhhnvo57VZUm+CLVQfMdmzZqFO++8E3Fxcejfv79gHS5AuDaXXPxr3Z09exZLlizBF198gTfffBPAf8JD+ILm9XrBMAy2b98e1jnNwG+//SZoo5w6cchTZx1vq94l143+DcT6bSXZApQrnXbDSpMm4cqX2+0WtIUqlEJKpzoEky+32y36nLVu3RqtW7fWslu6YSUdRMtJE758mUEvsYN8EWEYdYmJiWjdujXGjx+P8ePHi+4T7gLkY8eOxdtvvw2g9gGbNWsW/vCHPwAA2rVrBwBYv349J2/ju+++A8uyKC0tDXrsq1evchTB8vJyALXCJlVdTyv85/P/+8svv3A+93g8iIuLU71fUi8klmV1/w3CJdRLxuv1cq6Fb+R5PB7LXKsYUtfvcrlMd11iyiMgXc3Sj5hn6+LFi5xKixcuXBDsw7/3eiN2b6z2vAWTr5iYGFRXV4f9frcCUs8sEPq51RuxcC2573K+rFy+fJmzffHiRc7+Pp/P8Ou3u3zFxsaiqqpKx97oj5R8MQxjuvsY7vglxqVLlzh6H1++oqOjDb9+sWfT7XYb3i+9sfr1KjbqxowZg3/+858YOHAg2rZtq2rI05QpUzBq1CicOXMG//rXvzBu3DhcvHgREyZMQIcOHdCrVy+88soraN26NQoKCrB7926MGTMGbrc7ZDzyX//6V8yYMUPQvmrVKsNCilavXg0A+OGHHzjtiYmJWLlypern8xuyfL788kvDQ9fkwi8ow+fbb7/leOf4M2JlZWVYsWKFJn3Tg9OnT4u2HzlyxHTXtWvXLkHbzp07Q/bz0qVLgrZVq1ZxigSIVbyNiooKyJQRlJWVCdpYljXdfQnG0aNHJT/zeDyWupZwOHTokGj7jh07BF5/oxF73tavXy95DXXhj5dff/01Tp06FdjevHkz5/PKykrD773Yu+/SpUuG90sJ/AncurhcLktdSzjs379ftP3HH38UrQhpJGLRX5s2bRKVu7qIGeZr1qwJhM6uXr0aGzZsEHzH6Ht/8uRJQdv58+cN75feiOkfVkKxUbd8+XL89a9/xYQJE1TvTE5ODnJycgAgkDs3efJkDB8+HPXr18eSJUswYsQI3HfffQBqlbjx48fjyy+/xLlz54Iee/LkyXjyyScD2+Xl5cjOzsZtt90mWGtJayorK7F69WoUFBTA6/WipKSE83l2drYgd1AN5syZI/qiGjBggGXc7KtXr8YXX3wh+XlhYSHHQG3QoAHWrFmDy5cvIzExEVOmTEGbNm306KomrFq1CqtWrRK0t23bVpNnJhLEliHo3LlzyH5evnxZ0NajRw80b948sC1mfHi93oBMGcHixYvx3XffcdpiYmJMd1+CsWPHDsnPkpOTLXUt4XD48GHR9q5du5ru2vnjBlC7xETjxo1Dfjc6OpoTudK5c2d07949sM1PCUhLSzP8+sXe+ykpKYb3Swnr1q2T/KxevXqWupZwEEs1AYCePXvi5ptv1rk3wRELiezVqxduvPHGoN8TG/fy8vLQunXrgN7HjzQxw3Ms9mw2aNDA8H7pjZTzwyoo1uS9Xi86duyoRV8EdOnSBXPmzMGhQ4dQv359pKenY8WKFThz5gxOnz6Nxo0bIyYmBv/4xz8waNCgoMfy+XySJdaNUgL95+aHjmZkZGjSJ6m47ejoaMsUcwiW0+N2uxEbG8u5lq5du2L79u344YcfkJeXJ0vhMTNSuS3R0dGmy0vgF60B5PVT6lms+72amhrB5x6Px1B5lspxMtt9CUYw+YqNjbXUtYSD1PXHxMSY7trT0tKQnJwcmNCMiYlBZmZmWHk/LMty2vjeBjO8X8TefUbKezgEy00k+TLXtYtFcMntp8fjEciQ/3ter5fky8RY/XoVV78sKioK6ilRk+LiYrhcLjRr1ozTnp6ejhtuuAFJSUmYM2cOLl68iHHjxunSJy3QYzkDwP7V+fgGnZ8WLVpgyJAhljfoAGslmoe7Tp2cQg78QikMwxjubbbD4q3B5EvMSLcbVpIvr9eLadOmBUIpp0yZIjuVgK/A8WenqTqfNgSTL7sXIQKsJV/hjl9i+1H1S0IvFN+x3/3ud3jkkUdQWVmJO++8U7TSZadOnRQdc/To0UhMTESXLl2QkZGBkpISLFmyBJ988gkmTpwYyKWZO3cuAKB58+Y4d+4cVq5ciffeew8vvfSS4nOaCaONOisRyqizO06ozscwDKKiojgLIsupHmb05IQd5CtYFTYnyJeVlE4AeOKJJ3DfffehpqYGWVlZsr/XpEkTnDhxIrDNz3Wi6nza4PTxy0ryFe74BdReZ900Ar48kXwRWqH4jvXp0wcAMHPmTMyaNYvzGcuyYBhGcXW0vLw8fPDBB5g/fz7OnTuH+Ph4dOjQAQsWLMCwYcM4x3/jjTdw9OhRuFwudOzYEcuWLcPAgQOVXoapMNKoM+PLNBikdFp7SQMlM511jbq6/wdocWStcLrSaaV1tPxkZmYq/k6rVq3w7bffBrZDGXXkSVAHki/rTEpG8rxlZGTg/Pnzge2jR48iLy8vsG3G8YsWH7cHiu/YBx98oHonRo4ciZEjR4bcb/To0Rg9erTq5zca8tTJx+mDopVmOiN53ih8xRhIvqwjX5HAX/ds3759nG2ryJfV7guFX1pHviKZlGzVqhVnooQvX1aZNDHjfSGCo1jjGD58uBb9cDRk1MmHPHXWHhTVMurMGL5ih5lOyqmzjnxFglKjjuRLHWjSxDryFYm+1KpVK8423xNuRvmyg35IhFEopS779+/H999/jwMHDqjVH8fBsiwZdQqgQdE6g6KeieZmWGeR5Mv6WCk8LBL4Rt2ZM2c4ywJZxZNA8mUtrDR+paWlce5JfHw8kpKSZH03lFFH8kVoRVhG3ZIlS9C4cWO0bdsWPXr0QJs2bdC4cWN8+umnavfP9pw/f16gsFJOnTTkSbB2Tl24nrpQOXVmHRStJl/kCbeO0hkJzZo1E1SZreuts4p8mfG9Fwynh19aadIkJiYGf/7znwPbkydPlu1R4xt1Bw4c4CzDQ546QisUG3UrVqzAkCFDkJSUhP/6r//Chx9+iL/+9a9ISkrCkCFDsHLlSi36aVv4XjoAgWqfamMHoSWl0zpKZyTPW3JyMmf79OnTnG0zhl/aQb7Ik2CdSZNIiIqKEiwVVNeoI/nSBpIv64xfADB16lQcPHgQhw4dwpQpU2R/j+8Jv3TpEn755ZfAthk9dXYIbybCyKl78cUXcdttt+Hzzz8PrI8DABMnTkS/fv3wwgsvoF+/fqp20s7wjbr4+HjNXu40KFofq810ut1uTjVcud7UZs2aYdu2bYHtQ4cOcT4340ynHQZF8oRbS+mMhNatW3NSJ4IZdWZQOu0wfgV7jpwwfllx0oQ/+SGHhg0bIi4uDhcvXgy01ZU1M45fdpAvIgxP3datWzF27FiOQQfUri01duxYjiJGhEavfDrAHkJLnjrrDIpRUVG44447AtvXX389cnJyZH2XP5Bawaizg3zRpIl1Jk0ihe9NqJv3Q+GX2uB0+XLKpAnDMEHz6qwyaWK3++IEFL8R3W63IL/FT2VlpcDYI4JjtFFnNaGlQdFag+LixYvx+uuv48qVKxg/frzsBcJDGXVWGRRJ6bQWVpOvSOArncFy6sw6aWK1+0I5dcLniGEYQX6nHWjVqhV++umnwPaBAweQnZ0NwDryZbXxiwjDqOvcuTNefvll9O/fn/MSunr1Kl599VV07dpV1Q7aHT2NOjuEh5GnzlpKZ3x8PKZOnar4e82bN+dsHzx4kLNN1S+1gYw6a8lXJPA9df5iDi6Xy5STJnYYv0i+rG+Yy0WsWMqtt94KwJyecDvIFxGGUTdjxgz06dMHzZo1w+DBg9GgQQOcOnUKS5cuRWlpKb766ist+mlbjPbUWU1oaVB0htLJ99SdPXsWZ8+eRb169QBYZ6bTavcl2O/ohJw6J4dfXrlyBceOHUOTJk1MqXTS+GV97PCOlIuYUeeHChERWqH4jvXo0QOrVq3CpEmTMHv2bLAsC5fLha5du+Ljjz9Gt27dtOinbTHaqLPaC5UGRevk1EVC48aNwTAMWJYNtB0+fFjSqDOD0mmHmU6SL2fIFwBkZGQgMTER5eXlgbZ9+/ahSZMmpHRqBIVfhr92qdXgG3WHDx8OLF9lxvHLDvJFhLlOXe/evfH999+joqICx48fR3l5OdavX49evXqp3T/bY7RRZzWhpfBLZ3jqoqKiAvkHfurm1ZHSqQ1k1DnHqGMYRuCt8+fVmTH8kuTL+rjdbkHdBbuNXX74Rl11dXVA36Pxi9CKiKqaxMbGolGjRo54GWkFGXXKcPqg6KTwMH5eXV2jzirhlyRf1kLqHsot8GM1pCpg8ouhkVGnDk6XL0D4G9hx7AJq11rl63MnT54EYE5Pndh9sOu9sTNUqtJgyKhTBnnqnOGpA4R5dXWLpZBRpw1OX6fO7XYLKvHZUbb8yPXUmVW+rHZvnB5+CTjHqAOE3jr/AuRWkS+rjV8EGXWGUlVVhdLSUk4b5dQFx+kznU4KDwu2rAENitrg9EkTwFlKp5XCLyln1R7w3zF2li++UWdmT50dxi+CjDpDKSkpEbSRpy44TvckONlTZ/bwSzuEr4jlvPhxitLpJKOOr3QeP34cFy9eJKVTI8ioc7Z8kaeO0Boy6gyEH3rJMAxSU1M1O58dhNbpngQnGXX8nLqjR4+iqqoKAM10aonUM+YE+QKE7xgr3kO5tGzZUtB24MABUjo1gsIvyagDaPwitIOMOgO5cOECkpKSAtupqamaCpEdhNbpM51OMur4nrrq6mocO3YMAM10aonUM0ZKp/2IjY1FTk4Op23nzp2cpUQAUjrVwunjF+As+eIbdWfPnkVFRYUpxy87hDcTZNQZSrdu3XDu3DlcuXIFx48fx9dff63p+eyQUxesEp0TBkUn5dSlpKQgMTGR0+YPwTRj+KUdlE5A/DpiYmIkwzLthpOUTkCYV7dt2zbBPmTUqUOwZ8kMv7EeOCmnrnnz5gJ9Ze/evaiurua0meHe20E/JMioMwU+nw9ZWVlo166dpuexw6DIMIyjw8OkXrJ2fPkyDCOZV2dGo84uM51iv6UTZMuPk5ROQGjUbd++XbCPGeTLDuOXWHVVoFapd+qkidXuoRKio6PRpEkTTtvOnTsF+5lBvuwyfjkdZ7xFCAD2GBQB6RegExRPKaPWroqn1Fp1Zgxfsct9EbsOJ8iWH6d76sSMOjN4EuxQiAgg+XKafPFDMHfs2CHYxwzyxTCM4F5YUT90OmTUOQg7K52AOV6MeiB2/WKzv3bASp46u0yaiF2HEyrL+nGSJwEQGnWnT58W7GOGd6vL5RK856x4b8ioI6OOjxnGL0B4L6woX06HjDoHYWel08k5P8HyDK2O1ALkZNRpBymdzlI6+UadGMEKfOiJHQxup8uX08Kb+UadWPilGSZNAHvIl9NxhhZMALCP0un0nB8nKZ1SnjozLo5sF/kipdNZSmdWVlbQyqY+n880k0Z2UDqlJiWdgpPGL0C4bEhpaalgHzNMSgLCcdQs/SLkQ0adgyCl0x44aVDk59SdO3cOZ8+eNaWnzu12C5RfK8oXTZo4R76A2rBGsfXq/JhhwsSPXY06ki/7Eky2gNpn2CzpE3369An8PzY2Fl26dDGwN0Q4WO+NSISNXRLNSem0vmIjl5ycHLhcLtTU1ATaDh06ZEqjDqi9N3X7ZsV7Qzl1zlI6gdoQTLECKYB5ZAuwx7uPjDpnyVdOTg48Hg+qqqpEPzeTfM2ePRspKSk4deoUJk6c6Kj3vl2w3huRCBu/J6HuwrI0KFoPJ4WHeb1e5OTk4MiRI4G2AwcOoLKykrOfWQZGvlFnxXtD8uUc+fITLK/OTJ665ORknDx5MrCdlJRkYG/Cw+nhl06TL4/Hg2bNmmH//v2in5tl7AJq5WnWrFlGd4OIAAq/dBBi5fDtYtQ5aUbJaTOd/Ly6PXv2CPYxy8BoV/lyklFnh3uoFKsYdQ888EDg/zk5OejevbuBvQkPki9njV9A8BBMM8kXYX3sP1oRHOwQHkbhl84aFJs3b46vvvoqsG1mo84OJaFJ6XSWfAHBjTqzyBYATJo0CW3btsXx48cxdOhQ01TlVILT5SsjI4OznZ6eblBP9KNFixaSn5lJvgjrYz2Ng4gIOygsTh8UneZJkOOpM8tspx3ujZiS4SRPuNPCwwDreOoYhkFhYaHR3YgIp4dfPvDAA5g9ezbKysqQkpKCYcOGGd0lzSFPHaEX1tM4iIiwq9LpZKPO7kon36jbt2+fYB+zzHbaQb5o0sRZ8gUAiYmJaNCggWkXHrcTTpev1q1bY+fOndi6dSs6dOiAzMxMo7ukOcGMOrOMXYQ9sJ7GQUQEKZ3Wx2lKJ3/xVn6RFMA8A2NWVhZ+/vnnwHajRo0M7E14OF2++OFg9evXN6gn+tKqVStRo84ssmUXnC5fANCwYUM0bNjQ6G7oRrDwS5o0IdSECqU4DDsYBE4fFO1wD5UQap0fhmFM8xs89dRTgUE6Pz8f3bp1M7hHynG6fN1///1ISUkBAMTHx+PBBx80uEf6IBWCSUqnujg9/NKJ5OTkSI5RNGlCqIn13DRERNjBU+f08Ev+9VvxHiohLi4OWVlZOHHihOjnPp9PsOi3UQwYMAAHDhzAmTNn0KFDB9MsKqsEp1eXbdGiBXbs2IFNmzahQ4cOaNq0qdFd0gUy6vTB6ZMmTsTj8aBp06aiyxqQfBFqQp46h5GQkMDZtqKy5vRB0WmeOsA61fmA2hDMTp06WdKgA2jSBAAyMzNRWFjoGIMOkJYxs8mX1XH6+OVUpEIwSb4INSGjzmHUrRwWFxeHPn36GNeZMHG60klGHRcaFNWFlE5nQp46faDwS2ciZdSRfBFqYu+4LULA008/jYyMDBw4cAAPPfQQUlNTje6SYpyudNohhFYpVim5bgecLl9OpWnTpvB6vYJCRCRf6iI2CUfyZX/IU0fogf21QYIDwzAYMWKE0d2ICPLUkaeuLjQoqovTc+qcisfjQfPmzbF3715OO8mXutCkiTNp3ry5aDtNmhBqQuGXhOVw+qBIRh0XUjrVxeny5WTE5IyUTnUh+XIm5Kkj9ICMOsJyON2TwB8ExH4Pu5GTkyOpXJLSqS6kdDoX/pqQAMmX2lBOnTPJyckRTZUg+SLUhIw6wnI4PfyyZ8+enO0ePXoY1BP9cLlckuvV0UynujhdvpyMmKeO5EtdaNLEmbjdbmRkZAjaSb4INSGjjrAcTh8UCwoK8Nprr6Fnz56YOHEiRo8ebXSXdIFKruuD0z3hTobCL7XH6eOXk2nYsKGgjeSLUBMqlEJYDqd7ElwuF5588kk8+eSTRndFV6jkuj6IKZ30GzsDMuq0h8IvnUtmZqagjSYlCTUhTx1hOWim05mQp04f+PIVExMDl4uGCieQlpaGevXqcdpIvtSFxi/n0qBBA0EbTZoQakIjNWE5aFB0JmTU6QNfvki2nAPDMOjSpQunTapqHxEe5KlzLuSpI7SGjDrCcjg9/NKpUPilPvAL0ohVRCTsy4wZMwIehcGDByMvL8/gHtkLvlHn8XgcsSwNQTl1hPaQUUdYDprpdCZJSUlUPUwHWrZsiccffxwAUK9ePTz33HMG94jQk65du2Lv3r348MMPsXDhQgq9VRnyhDuXtLQ0wf2n8YtQE3pbE5aD/xL0er000+kQqOS6PsyaNQtlZWU4ceIE+vbta3R3CJ2JjY1FYmIiGIYxuiu2g4w65+J2u9G2bVtOm5j3jiDCxRRG3datW3HnnXciJycHMTExSElJQV5eHhYuXMjZj2VZzJ07F7m5uUhMTERqaip69+6Nzz//3KCeE0bAHwQTEhIM6gmhN7Q4sn7Uq1ePFE6CUJnExETOdnJysjEdIQzh6aefDixCnpeXh+7duxvcI8JOmMKoO3fuHLKzs/HSSy9hxYoV+PDDD9GkSRM8+OCDeOGFFwL7TZs2DaNHj0aXLl3w2WefYd68efD5fBgwYACWLl1q4BUQepKbm4uUlJTAdr9+/QzsDaEn5KkjCMLK9OrVC2lpaYHtQYMGGdgbQm8GDx6M3bt34+uvv8batWvhdruN7hJhI0yxTl1+fj7y8/M5bQMGDMDhw4fxzjvv4NlnnwUAvP/+++jRowfeeuutwH4FBQVo0KAB5s+fj6KiIj27TRiEz+fD+vXr8dprryEtLQ3PPPOM0V0idIKMOoIgrExMTAy2bNmC999/H9nZ2RgxYoTRXSJ0pmXLloKCVAShBqYw6qRIS0vDmTNnAtterxdJSUmcfaKjowN/hHNo06YN5s6da3Q3CJ0ho44gCKuTnZ2NadOmGd0NgiBshqmMupqaGtTU1ODs2bNYsmQJvvjiC7z55puBz//0pz9hwoQJeO+991BUVIQrV67glVdewfnz5/HHP/4x6LGvXr2Kq1evBrbLy8sBAJWVlaisrNTmgiTwn0/v8xKE1cnKyoLH40FVVVWgzev1kkwRhIqQPBGEupBMWQOr3x+GZVnW6E74GTNmDN5++20AtRWi3njjDTz66KOcfd5++2386U9/ChhoKSkp+OSTT0JWaJs+fTpmzJghaP/oo4+oGABBWIjHHnsMJ0+e5GwXFBQY2COCIAiCIKzOpUuXMHToUJw/f15Q1MgKmMqoO3bsGM6cOYMzZ87gX//6F9555x387W9/w4QJEwAAH3zwAR599FGMGzcO/fr1w7Vr1/Dhhx/if//3f7F06VLcfvvtkscW89RlZ2ejpKRE9xtXWVmJ1atXo6CggErxE4RCJk2ahNdffz2wvWvXLjRp0oRkiiBUgsYoglAXkilrUF5ejrS0NMsadaYKv8zJyUFOTg4AoH///gCAyZMnY/jw4fB4PHjssccwatQovPrqq4Hv9OvXD/n5+RgzZgwOHz4seWyfzyeae2PkGme0vhpBKGf69OlgWRb79u3D73//e7Rr1y4QMkEyRRDqQfJEEOpCMmVurH5vTGXU8enSpQvmzJmDQ4cOgWVZXL58GZ07dxbsd9NNN+Hrr7/GhQsXEB8fb0BPCYLQi4SEBI6njiAIgiAIwumYYp06KYqLi+FyudCsWTNkZmYCADZs2MDZh2VZbNiwAfXq1UNcXJwR3SQIgiAIgiAIgjAMU3jqRo8ejcTERHTp0gUZGRkoKSnBkiVL8Mknn2DixImoX78+AKCoqAjvvPMOfD4f+vfvj6tXr2L+/PlYv349nn/+eTAMY/CVEARBEARBEARB6IspjLq8vDx88MEHmD9/Ps6dO4f4+Hh06NABCxYswLBhwwL7LVq0CG+++SYWLFiA999/H16vF61atcLChQsxdOhQA6+AIAiCIAiCIAjCGExh1I0cORIjR44MuV90dDQmTJgQqIZJEARBEARBEAThdEydU0cQBEEQBEEQBEEEh4w6giAIgiAIgiAIC0NGHUEQBEEQBEEQhIUho44gCIIgCIIgCMLCkFFHEARBEARBEARhYcioIwiCIAiCIAiCsDCmWNLACFiWBQCUl5frfu7KykpcunQJ5eXl8Hq9up+fIOwGyRRBqAfJE0GoC8mUNfDbBH4bwWo41qirqKgAAGRnZxvcE4IgCIIgCIIgzEBFRQWSkpKM7oZiGNaq5miE1NTU4JdffkFCQgIYhtH13OXl5cjOzsbx48eRmJio67kJwo6QTBGEepA8EYS6kExZA5ZlUVFRgczMTLhc1stQc6ynzuVyISsry9A+JCYmknAThIqQTBGEepA8EYS6kEyZHyt66PxYzwwlCIIgCIIgCIIgApBRRxAEQRAEQRAEYWHIqDMAn8+HadOmwefzGd0VgrAFJFMEoR4kTwShLiRThB44tlAKQRAEQRAEQRCEHSBPHUEQBEEQBEEQhIUho44gCIIgCIIgCMLCkFFHEARBEARBEARhYcioU8CFCxfwxBNPIDMzE9HR0bjxxhuxePFiwX5btmxB3759ER8fj+TkZBQVFeHQoUOix/z73/+ONm3awOfzoWnTppgxYwYqKysF+505cwYjRoxAWloaYmNjkZeXhzVr1qh+jQShJ1rI1NGjR/Hwww8jMzMTPp8PjRo1wj333CPYj2SKsBty5Onbb7/FqFGjkJubC5/PB4ZhcOTIEcGx9u/fjwkTJiA3NxfJyclISUlB9+7d8emnn4qem+SJsCNqyhQAnD59GuPGjUOzZs0QExODxo0b4/e//z2OHTsm2JdkilAMS8imoKCATU5OZufMmcN+9dVX7KhRo1gA7KJFiwL77Nmzh01ISGB79uzJfv755+xnn33GXnfddWxmZiZ75swZzvFeeOEFlmEYdvLkyWxxcTH78ssvs1FRUewjjzzC2e/KlSts+/bt2aysLHbhwoXsqlWr2IEDB7Iej4ddu3atLtdOEFqgtkzt2LGDTU1NZTt37swuWrSI/frrr9nFixezI0eO5OxHMkXYETnyNH36dLZx48ZsYWEhm5+fzwJgDx8+LDjW3//+d7ZNmzbsiy++yK5atYpdsWIFO3z4cBYAO2PGDM6+JE+EXVFTpq5cucK2bNmSTUtLY2fPns0WFxezc+bMYTMyMthGjRqx5eXlnH1JpgilkFEnk88//5wFwH700Uec9oKCAjYzM5OtqqpiWZZlBw8ezKalpbHnz58P7HPkyBHW6/WyTz/9dKCtpKSEjY6OZkePHs053osvvsgyDMPu2rUr0DZ79mwWAPvdd98F2iorK9l27dqxXbp0UfU6CUIv1Japmpoa9sYbb2RvvPFG9sqVK0HPTTJF2A258lRdXR347JVXXpFUQH/77Te2pqZG0H7nnXeysbGxHBkjeSLsiNoytXr1ahYA++6773LaP/roIxYAu3Tp0kAbyRQRDhR+KZNly5YhPj4egwcP5rSPHDkSv/zyCzZu3Iiqqir83//9H+69914kJiYG9mncuDFuueUWLFu2LND2/9q3agAACsJJREFU73//G1euXMHIkSMFx2NZFsuXL+ecu3Xr1sjLywu0eTweDBs2DJs2bcLJkydVvlqC0B61ZWrdunXYunUrnnjiiZBrAZFMEXZDjjwBgMslb9hPS0sDwzCC9i5duuDSpUsoKyvjnJvkibAbasuU1+sFACQlJXHak5OTAQDR0dGcc5NMEUoho04mO3fuRNu2beHxeDjtN9xwQ+DzgwcP4vLly4E2/n4///wzrly5EtgfAK6//nrOfg0bNkRaWlrgc/++UscEgF27dkVwZQRhDGrL1Lp16wAACQkJ6N+/P6KjoxEfH48BAwZg7969gnOTTBF2Qo48qUFxcTHq16+P9PR0zrlJngi7obZMde/eHbm5uZg+fTo2b96MCxcuYMuWLZgyZQo6deqEvn37cs5NMkUohYw6mZSWliIlJUXQ7m8rLS1FaWkpp42/H8uyOHv2bGB/n8+HuLg40X39x5J7boKwGmrLlH/mcuTIkcjMzMTnn3+OOXPmYOfOnejZsydOnTql6NwEYSX0eKbfffddrF27Fs8++yzcbreu5yYIvVH7ufZ4PCguLkazZs3QpUsXJCQkBAoRrV69OuDJ0+LchDMgo04BYqEoYp+pvZ/SfQnCKqgpKzU1NQCAvLw8vPvuu+jTpw+GDRuG5cuXo6SkBLNnzw7r3ARhFbR8pleuXInHHnsMgwYNwuOPP67ruQnCKNR8risrK3H//fdj69atmDt3LtatW4f58+fj5MmTKCgowPnz5zU7N+EMPKF3IQAgNTVVdGbEn1eQkpKC1NRUAOIzKGVlZWAYJhA7nZqaiitXruDSpUuIjY0V7Jubm6vo3ARhNbSQKQC4/fbbOfvdeOONaNiwIbZs2aLo3ARhJbR8pr/44gsUFRWhoKAAixYtEiiUJE+EHVH7uX7vvfewcuVKbN68GTfddBMAoGfPnujRoweaN2+ON954A9OmTdPk3IQzIE+dTK6//nrs2bMHVVVVnPYdO3YAANq3b4/mzZsjJiYm0Mbfr0WLFoFEWH8uHX/f06dPo6SkBO3bt+ecW+qY/nMThNVQW6bE8g/8sCzLSWYnmSLshhx5CocvvvgChYWF6N27Nz777DNERUWJnpvkibAbasvU1q1b4Xa70alTJ057s2bNkJqaysnRI5kiwoGMOpncc889uHDhAj777DNO+/z585GZmYmuXbvC4/HgrrvuwtKlS1FRURHY59ixYyguLkZRUVGg7Y477kB0dDTmzZvHOd68efPAMAwKCws55967d2+g0hIAVFVVYeHChejatSsyMzPVvViC0AG1Zapfv36IjY3FypUrOcfbsmULTp8+jZtvvplzbpIpwk7IkSelrFq1CoWFhejRoweWL18uWVWW5ImwI2rLVGZmJqqrq7F582ZO+/79+1FaWoqsrCzOuUmmCMUYu6KCtSgoKGDr1avHvvPOO+xXX33FPvLIIywAduHChYF99uzZw8bHx7O9evViV6xYwS5dupRt37590MXHp0yZwq5du5Z95ZVXWJ/PJ7r4+HXXXcdmZ2ezixYtYlevXs3ec889tAglYXnUlqlXX32VBcAOHz6c/fe//83OmzePzc7OZnNyctjS0tLAfiRThB2RI09nzpxhlyxZwi5ZsoR96KGHWADsP/7xD3bJkiWcZ/+bb75hY2Ji2CZNmrBfffUV+/3333P+6q4bSfJE2BU1ZerYsWNscnIy26hRI/att95iv/rqK/bdd99lmzVrxsbFxbF79+4N7EsyRYQDGXUKqKioYP/4xz+yDRo0YKOiotgbbriB/fjjjwX7/fDDD2yfPn3Y2NhYNjExkS0sLGR//vln0WPOnDmTbdWqFRsVFcXm5OSw06ZNY69duybY7/Tp0+xDDz3EpqSksNHR0ezNN9/Mrl69WvVrJAg90UKm5s6dy7Zv356NiopiU1NT2QceeIA9fvy4YD+SKcJuyJGn4uJiFoDoX+/evQP7TZs2TXI/AGxxcTHnuCRPhB1RU6ZYlmUPHDjAPvjgg2yTJk1Yn8/H5uTksPfffz+7a9cuwblJpgilMCzLsnp5BQmCIAiCIAiCIAh1oZw6giAIgiAIgiAIC0NGHUEQBEEQBEEQhIUho44gCIIgCIIgCMLCkFFHEARBEARBEARhYcioIwiCIAiCIAiCsDBk1BEEQRAEQRAEQVgYMuoIgiAIgiAIgiAsDBl1BEEQBEEQBEEQFoaMOoIgCMLSDBgwAMnJyTh+/Ljgs7KyMjRs2BDdu3dHTU2NAb0jCIIgCO0ho44gCIKwNO+++y48Hg9GjRol+GzcuHGoqKjA/Pnz4XLRkEcQBEHYExrhCIIgCEvToEED/OMf/8CqVavw9ttvB9qXLVuGjz/+GK+88gpatGihaR+qq6tx9epVTc9BEARBEFKQUUcQBEFYnvvuuw9DhgzBhAkTcOTIEZSWlmLMmDEoKCjAo48+ih9++AF33303UlJSEB0djY4dO+Kf//wn5xi//fYbxo4di3bt2iE+Ph7p6em49dZb8c0333D2O3LkCBiGwcsvv4wXXngBTZs2hc/nQ3FxsZ6XTBAEQRABPEZ3gCAIgiDUYPbs2fj666/x8MMPo379+rh27Rref/99FBcX44477kDXrl0xZ84cJCUlYfHixbj//vtx6dIljBgxAkBt/h0ATJs2DQ0aNMCFCxewbNky5OfnY82aNcjPz+ecb9asWWjVqhVeffVVJCYmomXLljpfMUEQBEHUwrAsyxrdCYIgCIJQg5UrV6J///4AgAULFmDYsGFo27YtYmJisGnTJng8/5nLvOuuu/Djjz/ixIkTovl21dXVYFkWd9xxBxITE7F06VIAtZ66pk2bonnz5tizZw+8Xq8+F0cQBEEQElD4JUEQBGEb+vXrh5tvvhktW7bEsGHD8PPPP2Pv3r144IEHAABVVVWBv/79++PUqVPYt29f4Ptz5sxBp06dEB0dDY/HA6/XizVr1mDPnj2Cc919991k0BEEQRCmgIw6giAIwlb4fD5ERUUBAH799VcAwIQJE+D1ejl/Y8eOBQCUlJQAAF5//XU8+uij6Nq1Kz777DNs2LABmzdvxh133IHLly8LztOwYUOdroggCIIggkM5dQRBEIRtSUtLAwBMnjwZRUVFovu0bt0aALBw4ULk5+fjrbfe4nxeUVEh+j2GYVTsKUEQBEGEDxl1BEEQhG1p3bo1WrZsiW3btuGll14Kui/DMPD5fJy27du34/vvv0d2draW3SQIgiCIiCCjjiAIgrA1b7/9Nvr164fbb78dI0aMQKNGjVBWVoY9e/Zgy5YtWLJkCQBgwIABeP755zFt2jT07t0b+/btw3PPPYemTZuiqqrK4KsgCIIgCGnIqCMIgiBszS233IJNmzbhxRdfxBNPPIGzZ88iNTUV7dq1w3333RfY75lnnsGlS5fw3nvv4eWXX0a7du0wZ84cLFu2DGvXrjXuAgiCIAgiBLSkAUEQBEEQBEEQhIWh6pcEQRAEQRAEQRAWhow6giAIgiAIgiAIC0NGHUEQBEEQBEEQhIUho44gCIIgCIIgCMLCkFFHEARBEARBEARhYcioIwiCIAiCIAiCsDBk1BEEQRAEQRAEQVgYMuoIgiAIgiAIgiAsDBl1BEEQBEEQBEEQFoaMOoIgCIIgCIIgCAtDRh1BEARBEARBEISF+X9Qk5P2f7YHzwAAAABJRU5ErkJggg==", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "reg = 'Maritime'\n", "ts_plot(variable, ds, fs, label, reg = reg)" ] }, { "cell_type": "markdown", "id": "248dd205-fc5c-486c-b405-87109b2bf2f4", "metadata": { "papermill": { "duration": 0.0108, "end_time": "2025-05-14T17:23:05.613234", "exception": false, "start_time": "2025-05-14T17:23:05.602434", "status": "completed" }, "tags": [] }, "source": [ "## SouthernOcean60S" ] }, { "cell_type": "code", "execution_count": 24, "id": "1bed67b9-8a1a-4852-b49d-9c646f161e85", "metadata": { "execution": { "iopub.execute_input": "2025-05-14T17:23:05.635954Z", "iopub.status.busy": "2025-05-14T17:23:05.635777Z", "iopub.status.idle": "2025-05-14T17:23:05.787815Z", "shell.execute_reply": "2025-05-14T17:23:05.787543Z" }, "papermill": { "duration": 0.164288, "end_time": "2025-05-14T17:23:05.788572", "exception": false, "start_time": "2025-05-14T17:23:05.624284", "status": "completed" }, "tags": [] }, "outputs": [ { "data": { 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "reg = 'SouthernOcean60S'\n", "ts_plot(variable, ds, fs, label, reg = reg)" ] }, { "cell_type": "markdown", "id": "afe8fb58-ac12-49a8-bf4d-6f108d49d309", "metadata": { "papermill": { "duration": 0.011122, "end_time": "2025-05-14T17:23:05.811856", "exception": false, "start_time": "2025-05-14T17:23:05.800734", "status": "completed" }, "tags": [] }, "source": [ "## EGreenlandIceland" ] }, { "cell_type": "code", "execution_count": 25, "id": "56262637-8837-49a4-969d-da4bc203a2b1", "metadata": { "execution": { "iopub.execute_input": "2025-05-14T17:23:05.834994Z", "iopub.status.busy": "2025-05-14T17:23:05.834828Z", "iopub.status.idle": "2025-05-14T17:23:05.984472Z", "shell.execute_reply": "2025-05-14T17:23:05.984204Z" }, "papermill": { "duration": 0.162156, "end_time": "2025-05-14T17:23:05.985229", "exception": false, "start_time": "2025-05-14T17:23:05.823073", "status": "completed" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "reg = 'EGreenlandIceland'\n", "ts_plot(variable, ds, fs, label, reg = reg)" ] }, { "cell_type": "markdown", "id": "d48518b7-cd5b-451e-8658-addee4bdb8cf", "metadata": { "papermill": { "duration": 0.011965, "end_time": "2025-05-14T17:23:06.009847", "exception": false, "start_time": "2025-05-14T17:23:05.997882", "status": "completed" }, "tags": [] }, "source": [ "## GulfOfMexico" ] }, { "cell_type": "code", "execution_count": 26, "id": "c26c8ac6-187f-4649-bafa-47d69525784f", "metadata": { "execution": { "iopub.execute_input": "2025-05-14T17:23:06.034105Z", "iopub.status.busy": "2025-05-14T17:23:06.033932Z", "iopub.status.idle": "2025-05-14T17:23:06.183019Z", "shell.execute_reply": "2025-05-14T17:23:06.182740Z" }, "papermill": { "duration": 0.162152, "end_time": "2025-05-14T17:23:06.183774", "exception": false, "start_time": "2025-05-14T17:23:06.021622", "status": "completed" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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JADJ27FjRu5o4cSKpUKGC/Z0Jf0pMnDiRNGjQgAAgI0eOtN/zxRdf2K8Rfsf+/fuT+Ph4MnToUDJy5EhSrVo1AoAMGjRIku7atWtJUFAQMZvNpG/fvuSNN94gTz75JAkICCDh4eHk4MGDqt7B2LFjCQBSqVIl8uKLL5IJEyaQIUOGkDp16pBHH31UdC3dVjkilI0LFy7Yj124cIEAIK1atSIRERGkadOm5LXXXiPPPvssOXDgAJk4cSLp3bs3AUB69+5tfzeHDx8mhBDy8ccfk4iICNKnTx/yyiuvkNGjR5OuXbsSk8lE4uLiyJUrVyT5UFv2CdHWTimRmJhIAIjKMotVq1YRAKR8+fKi4+fPn7eXq0aNGpFRo0aR1157jXTv3p34+/uL3unFixdJxYoV7fXt9ddfJ8OHDydlypQhJpOJzJw5U5T27t27idlsJh07diTPPfccGTduHHniiSdIUFAQ8fX1ZeZZ6HuqV69O6tatS15++WXy7LPPksjISAKAzJkzR9V7IeS/sk33e4QQsmzZMgKAtGvXTnJOKJexsbFkxIgRZMyYMaR27doEAGndujXJy8uT5FlP2WzXrh2JjY0lzZo1I6+99hoZNGgQCQgIICaTiWzatEmUTm5uLmnSpIn9/YwdO5Y899xzJDIykjz00EMEgKSMaS3DQpvcuXNnYjabSYcOHcjo0aPJ008/Ta5du2Yvsz/88IPke2ZlZZGIiAgSHx9PLBYL8104IvQ5ztowQgj55ZdfSFBQEOnRowd58cUXyRtvvEH69OlD/Pz8SHBwsL3OCrRv354AIKdOnZKktWPHDgJA0r5orY8VKlQg8fHxpGHDhqRSpUpk+PDh5PXXX1fsZwV++OEH4uvrS/z9/Um/fv3s/Uf9+vUl5SgwMJA0bNiQDB48mIwfP548++yzpEyZMgQAmTBhgiRtV/tluTGOAKusy40va9SoQWrVqkWeeuopMm7cOPL888+TqlWrEgDkySeflKThrK/S2v7oqTNyCHWjW7duxN/fn/To0YNMmDCB9O/fn/j6+pLAwEDy119/2a+/cOEC8fHxIS1btmSm9+yzzxIA5I8//nD6bGe/Sfny5QkAsm7dOlXfReDLL78kAMjw4cOZ54X+cdGiRaLjQhk7c+YMadmyJSlTpgyxWq328ydOnCAAyLhx40TjekdY7WJqaiopX748CQgIIIcOHbIf37RpE/Hx8SF169a16wkaJf3DAoC9nnzxxRfEZDKR+Ph4SVtCP4POs0C3bt0IADJ16lTd1zvNs+oryX+N4I8//qjlNjtGCEpC/uvs6IpmtVqJv78/AUBOnz7tND9Co7d9+3b7MZaIEHAseBkZGSQ0NJT07dvXfl4QqULBZAnKLVu22AeRdAcgpD9y5EjR8cWLFxMA5MEHHyT5+fnk33//JcHBwaR06dLk5s2bzDQcK3ZeXp69kVu4cKHkezkK1YyMDBIdHU18fX3Jzp07RddNnjyZACCdOnWSpOEKWgRlWFgYOXr0qOjck08+qdioOLJ+/XoCgFSuXJlcvXpVdM5ms4kGMHRZuHjxIqlVqxYxm81kwYIFst+jfPny5NKlS/bjVqvVLsz27NkjOl6lShUSGBgoKoOEEHLt2jWSkJBASpcuTXJycgghhBw5csQuLmgKCgrInTt37J8feOAB4u/vT5KTkyXXpqSkSI6x+OijjwgA0qtXL1FjfPPmTbtIoPMtN1hQgtVws9Js2LAhSU1NtR/PzMwkVapUIT4+PuT69ev243fu3CGRkZGkVKlS5MSJE6K0jh07RkJCQkhSUpKqvEVFRZGEhASSmZkpOUe/R72DdrmBFyHKHfXVq1clkyiEELJmzRri4+NDnn/+edFxLWVfTzvF4tKlSwQA8fX1le1oBbKysoivry8BIMpLy5YtCQAyefJkyT0pKSn2+kFIYVkxmUxkyZIlouvu3r1LGjRoQAIDA8mNGzfsx9PS0pj14eLFi6R06dKkRo0aknPCbzZs2DCSn59vP378+HHi6+tLatasqfg9HRHK9uDBg+0D1HHjxpG+ffsSs9lM6tatKynDguCoUKGCqH5brVbSo0cPAoB8+OGHkjzrLZvvvfee6Pp169bZB66OCO3FI488QgoKCuzHz58/T6Kioph9ttYyLLTJAMj3338vue/69evEbDaTRo0aSc79+OOPBAB58803me+BRougTE5OJvfu3ZMcP3jwIAkODiZdu3YVHf/1118JADJ69GjJPU8//TQBQDZs2GA/pqc+CoPFjh07MtsvOY4fP078/PxIVFQUOXbsmOS843iBEELOnj0ruSY3N5e0a9eO+Pn5SSYFXO2XjRSUrLwXFBSQgQMHEgBk9+7donNq+iot7Y+eOiOHY91wnFwmpNBIAIBUrVpV9JyePXsSAOSff/4RXX/v3j0SEhJCEhMTRW2cHEq/idAH+Pn5idpqNdy5c4cEBgaSsLAwSRm+ceMG8fPzI6VKlZJMoDkKSsH4snLlSvv50aNH23WCFkFJCCE7d+4kfn5+pFq1aiQjI4MkJyeT+Ph4EhwcTI4fPy77XfQKynHjxhEApFq1auT8+fOK98gJREEzACDbtm3Tfb3TPKu+khBSq1YtAoCsXbtWcu7EiRMiq8TEiRMlwtPdgjI5Odn+I6gpuE2bNiUAyOLFi+3H1ApKQgh55plniNlstou6kSNHEpPJZLfgsQRlnz59CADZgpeUlERiY2Mlx59//nl7B1S3bl3i4+NDNm7cKJtHx4r922+/EQDk4YcfVn4hhJAFCxYQAGTgwIGScxaLxV4AL1686DQttWgRlG+//bbknNDZ0p0zq+Pq1asXAUCWLVvmNF+OZeHw4cOkTJkyJDw8XDIzT3+P2bNnS84JjZpjQy808m+88QYzPWF2TrCCHz16lADSmVMWDRs2JMHBwSKRqZUqVaoQk8nEnEUXLPRDhw4VHXenoGS9d2FW23EWVXhvcl4Kr732GgHAHCzRREdHk4oVKzIHvTR6B+2lS5eWTd/Z4EmOunXrkkqVKomOaSn7etspmr1799q/oxri4uIIALJ3715CCCEHDhwgAEhSUpJoIMTi77//JkChJZuFUN9mzJihKi8vv/wyASCaHCKk8HcODg5mCog2bdoQAMxzLISyzfqLjo4mH3zwgaQvGzZsGAFAZs2aJUnv5MmTxMfHR/Lb6y2bFStWZA4oy5cvT2JiYkTHqlatSnx8fJiDdKH9Vjs4JoRdhoU2uUGDBrL39e/fnwCQeCE0bdqU+Pj4yLYzcnlWIyiV6NWrFwkICBBZRa1WK0lISCClSpUS1X1hAF2lShWR55Ge+ij01UoWDRZCuf/888813UcjjDvmz58vOu5qv2ykoJRDaHcmTZokOq7UV+lpf4ysM0LdoEWjgPDet27daj+2evVqAoC88soromsFD6f3339f1bOVfhOtfQDNU089RQCpIUswcLAmZRwFZWZmJgkPDycPPfQQIaRwHBsbG2svI1oFJSGFnhUAyIABA0jnzp2Z+aPRKygBELPZrMozUKjzggX97bffJk899ZRdHDoawPRc7wxNQXkKvyOY66JOnjyJSZMmiY61atUKzzzzjJZHuISQP4CdRxrhGr17Ij377LOYM2cOfvrpJ7z66qtYsGABOnTowIz8KrB7926YzWbJOgQBi8WClJQUpKamitZ/fvnll9i1axemTZsGAHjzzTfRqVMnVfncs2cPAKB79+5Orz18+DAAoH379pJzZrMZbdu2xU8//YTDhw/b17J6ksaNG0uOJSYmAoDT8NJA4bvQuk/Sjh078PnnnyMsLAx//fUXGjRoYEged+/eDaBwvRJrXcuZM2cAFNatnj17onbt2njggQfwyy+/4MqVK3j44YfRqlUrNG7cGP7+/qJ7Bw4ciNGjR6NOnTp44okn0KZNG7Rq1QqxsbGqvnNGRgbOnTuHcuXKoXr16pLzQtk7dOiQqvSMQOt7/fvvv5nv9fTp0wAK3ysd5Zlm4MCB+Prrr1GnTh089thjaNOmDVq0aGFo4KsGDRogICBA832EEPz888+YN28ejhw5grt374rW/dBlQkvZ19tOsfIIqG9j6TZZaLu6du0KHx/lJf/C756Wlsb83YW1iCdPnhQd37lzJ6ZPn47du3fj1q1bsFgsovPXrl2TBPiqXr06wsLCJM8QymNaWhrzvBx//vmnfc2K1WrFxYsX8eWXX+Kdd97Bhg0bsHXrVvv3V2qja9SogXLlyuHChQtIS0tzeQ/lpKQk+Pr6So4nJiba3zdQ2F6cPXsWiYmJzLVM7dq1k4wPAO1lWKBZs2ayeX7xxRfx66+/YubMmZg5cyaAwrZg37596N69u9v2glu9ejW+//57HDhwALdv35ZEjrx9+7Y9yIefnx+GDx+OSZMmYdmyZXjyyScBFMaFyM3NxXPPPSeqM3rrY0BAgNP+ikbLeAEALl++jE8//RSbN2/G5cuXkZOTIzp/7do1Vc8siv0LU1NTMXXqVKxZswbnz5+XrMdWk3cBre2P3jrjjNatWzPbynbt2mHbtm04fPiwPVZIt27dUKlSJSxYsACffvopgoKCAAAzZ86En58fhg0bpvn5NFr7AJrhw4fjf//7H2bNmmXXE4QQ+3r14cOHK94fEhKCJ554Aj/++CNu3LiBHTt2ICUlxWmcEyXGjRuHrVu3YuHChQCAJ5980m1ap2vXrli/fj0GDBiAdevWqWrTp0+fDqDwnYeGhqJevXp46qmnZLcc03q9HJoEZXx8PE6ePMmsZH369LEXnIsXL6JSpUqaMmIEMTEx8Pf3h8ViwZUrV1C1alXF64VALnojObVo0QK1a9fGjz/+iHLlyuHOnTtOC2lqairy8/OdNhSZmZmijiEwMBA9e/bEP//8Az8/P7z00kuq8yks2FcT/jg9PR0ARJFvHRHelXCdp2EN5IVQ0Wr2zElLS0NUVJS94VTD4cOHkZGRgZYtW6JmzZqG5TE1NRUAnIZlFgJM+Pr6YvPmzXj//ffx22+/YezYsQCA8PBwDBkyBJMnT7ZHxxw1ahRKlSqFb7/9FtOnT8cXX3wBk8mE9u3bY+rUqWjYsKHiM72xHGh9r7NmzVJMTy5whyNffPEFqlSpgjlz5uDjjz/Gxx9/DD8/P/Ts2ROff/654uSRWuTesTNGjRqFL7/8EmXKlEHXrl1RtmxZe7meN28eLl26JLpeS9nX207RCOXk9u3byM3NFe0VTJOTk2P/7YT7tLRdwr0bN27Exo0bFfMssHz5cvTr1w+BgYH2MPYhISHw8fHB1q1bsW3bNmbQJ7kJBS1tkRxmsxnVqlXDN998gyNHjmD79u1YvHixXXSoqZuXL19Genq6y4JS6Xs6Bg0R8lS6dGnm9XJ51VqGnaUHFA6ca9WqhYULF2LatGkIDQ21C0t37eH61VdfYeTIkYiKikLnzp1Rvnx5BAcHw2Qy2bfFosvR8OHD8dFHH+GHH36w/7Y//PAD/P39JQEN9dbH0qVLax7Ia6lz58+fR9OmTXH37l20bt0aXbp0QUREBHx9fXHx4kXMnz9fNmga/Uyt/bKrpKWloUmTJrhw4QKaNm2KQYMGITo6Gn5+fkhLS8P06dNV5V1Aa/ujt844w1l6jn22j48Pnn/+eYwfPx5LlizB4MGDsXfvXhw5cgR9+/Y1JLq4kIaaPoBFmzZtULNmTezZswfHjx9HnTp18Oeff+LcuXNo06YNatSo4TSNZ599Fj/88APmzZuHrVu3IjIyEo8++qiu7wMUCq++ffti/fr1AAqjpLqLlStX4rHHHsPvv/+ODh06YMOGDShVqpTiPRcuXNA0cab1ejk0CcpWrVph69at2LJliy417uPjI5n9FTBiixE/Pz80a9YM27dvx6ZNmxQFpSCMAwIC0KhRI93PHDZsGEaPHo2xY8ciOjoaffv2Vbw+IiICNpsNd+7c0fScHTt2YOrUqShVqhRu376NZ555BmvXrlXVWQiDCjWzbcIAgo4uJ3Djxg3RdcWNyMhIpKamIicnR3Xn9fLLL+PWrVv4/vvv0bt3byxfvtyQjk94hytXrsTDDz+s6p6oqCh88cUX+OKLL3D27Fls27YNM2fOxFdffYW0tDR7FDoAGDRoEAYNGoS0tDTs2rULy5cvx5w5c9ClSxecOHFC0VpZnMuBkKcjR46gfv36LqXl6+uLkSNHYuTIkbh16xZ27NiBRYsW4ddff8W///6LY8eO2a0oJpNJdu9ZpfZNz8ztrVu38NVXX6Fu3brYtWuXxBr2yy+/SO7RUvb1tlM05cuXR2JiIq5cuYKtW7cqWiC2bduG/Px8lC9f3r4XpZ62a/r06Yr7ljnyzjvvwN/fHwcOHECtWrVE555//nls27ZNVTruolmzZti5cyf27dtnFx2OdZNl2WDVTb1lUy3Cs5KTk5nnWe2InjIs4KzOjBgxAq+++ioWLlyIgQMH4ueff0bZsmXRs2dPZ19FM/n5+Zg4cSLi4+Nx6NAhyQS1oyXXkbJly+Lhhx/GsmXLcOrUKSQnJ+PEiRN44oknJG2z3vqop21xrHPOJlA///xzpKamYu7cuZItv3755RdRf+TsmWrbJsH6xirPWsry7NmzceHCBUycOFFiUdy9e7fdaqMWre2PnjqjBmfp0X32sGHDMHHiRMycORODBw+2T74YFa00MTER5cuXx+XLl/HXX3/Zo1drYfjw4Rg9ejRmz56NL774wj5Z7Mw6KdCkSRPUr18fM2bMwM2bN/HCCy+4NIY7c+YMxowZg6ioKKSnp2P48OHYu3evZrGshoCAACxduhQDBw7EkiVL0K5dO2zatEn3hIM70bRtyJAhQ+Dr64vffvtNU+h9gaioKCQnJ8NqtUrO0SGN9SJYCKdNmyZxvXBE2Crj6aefdqlgDRo0CP7+/rh69Sqeeuopp65rzZs3x927dyWhxJW4c+cOnnzySfj7++PPP//EwIEDsX79ekyZMkXV/c2bNwcA+2yKEg888AAAMLdvyc/Px44dOwDAqYXLW2nevDkIIbIhvFmYTCZ89913GDlyJNavX49evXpJXGP05gUAtm/fruv+qlWrYtiwYdi2bRtCQ0OxfPly5nWRkZHo0aMHZs2ahSFDhiA1NdXpM8PCwlClShVcu3bN7nrriLA9iBHlQHCpc8Wq44ir71WOuLg4PPLII1iyZAk6dOiAM2fO4NixY/bzUVFRuHLliuS+goIC/P3334bm5fz587DZbOjSpYtkIH716lWcP39eco+Wsq+nnZJDaJM/+ugj0bIER2w2Gz766CMAEO25KPyWGzdulL2XvlbL73727FnUrl1bIiZtNpu9rStKBFduR2ugUht99uxZXL16FZUqVRJZJ91dNsPCwlC1alVcu3YN586dk5xn5VVPGVbL4MGDERISgpkzZ2LhwoX2rbxY7ruucvv2baSlpaFly5YSMZmZmam4LODFF18EUGiZVBrIG1kfnaFlvHD27FkAYFp7tEzGaGmbhC0nWOVZyzhST96V+iqt7Y+eOqOGHTt2MLccEdIT2g+BUqVKoX///ti9ezd27NiBxYsXo1KlSrqEnxxCm/7hhx863Q6FZRUePHgwAgICsGDBAty4cQPLly9HVFQU+vXrpzoPw4YNw/Xr12Gz2Vxyd83Ly8Pjjz9u33N+woQJOHr0KF5//XXdaTrDz88PCxcuxODBg3H8+HG0bduWuVVeUaNJUFatWhVvvvkm8vLy0L17d+Y+eYD8LFGzZs2Qn5+PuXPnio7PmzcPO3fu1JIVWQYOHIj27dvj7Nmz6Nevn2RdXUFBAd59910sXLgQZcqUYe7BqIVSpUphw4YNWL58OSZMmOD0eqHQDR8+nLmnY1ZWln0Ng8CQIUNw9epVfPHFF6hbty6+//57VKtWDW+//bbkWhYPPfQQKlasiBUrVjDXYDjO/vfp0wfR0dH45ZdfJGl/+eWXOH/+PDp16iRaUyTsWeautSlG8sorrwAARo8ebZ/Jd0TJEvLll19i3Lhx2LJlC7p164aMjAyX8tK7d29UqVIF33zzDdasWcO8Zvfu3cjOzgZQ6JbAGlDcvXsXeXl5otmxdevWMWdwb926BQCqZtKeeeYZEELwxhtviDrQ27dv2+uNEesGBBct1gBBD0OHDkVkZCQmTZrE3L/KZrOp6qzz8vKwefNmiZCxWq12S4Hje2zWrBkuX74sGRR9+OGHsq57ehHq2o4dO0S/TWZmJoYPH8787bWUfT3tlByjRo1CrVq1sGPHDjz77LOSib6cnBwMHz4cO3bsQN26dUUdc6NGjdCyZUscOnQIn332mSTt1NRU+76LjRs3RuvWrbFs2TLmvmMA8M8//9jrAFD4Hs+cOSP67oQQTJo0Cf/++6+q7+cuLl68iGXLlgGAaF89oc59+OGHoj0qCwoKMGbMGNhsNsnaJ0+UzaFDh8Jms2HcuHGiQeOFCxfw1VdfSa7XU4bVEh4ejoEDB+LQoUOYOHEifH19XRpEKhEXF4fg4GAcOHBA5E5ttVoxcuRI3L59W/bejh07okaNGpg3bx6WLl2KGjVqMPdQNLI+OmPEiBHw8/PD+++/L1lvDEA0kBV+Q2GCUWD9+vWYPXu26mdqaZsaN24MHx8fLFy40N43AoUT78IyEDXI5f3w4cOivb0dUeqr9LQ/WuuMGs6cOYNvv/1WdGzlypXYtm0bqlatytykXpjYeOyxx5CdnS1Zw+sqr7/+Oho0aIDt27fbvaZoMjMz8f777zPb+ZiYGPTt2xepqal4/PHHkZeXh6efflqTRXDo0KFYvnw5Vq9eLRHVWhgzZgwOHz6McePGoXPnzpg0aRJatWqF77//Hr/99pvudJ3h6+uLuXPn4vnnn8fp06fRpk0b0R6Z3oAml1cAmDRpEmw2GyZPnoymTZuiadOmaNKkCSIjI3Hnzh2cPXsWW7ZsgclkwoMPPii699VXX8XcuXMxYsQIbN68GYmJiThy5Ah27dqFXr16YdWqVS5/IV9fXyxduhT9+vXDmjVrULlyZfTs2RMVKlTAnTt3sH79eru/8B9//GGI2VhY4KyGjh074pNPPsGECRNQrVo19OjRA5UqVUJmZiYuXbqEbdu24cEHH8S6desAFIqYP/74A/3797fPXIaGhmLRokVo0aIFnnzySRw+fFhxrYy/vz9+/fVXdOnSBY8//ji+//57NG3aFDk5OThx4gS2bNli77xDQ0MxZ84c9O/fH23btkX//v1Rvnx5HDx4EBs2bEB8fLx9JlVAaAiF9UPeTJcuXfDOO+/ggw8+QI0aNdCnTx8kJibi5s2b2LlzJ5o3by67YTIAfPLJJwgICMD777+PLl26YN26dbrdPs1mM5YtW4auXbuiZ8+eaNmyJZKSkhAcHIwrV65g//79OH/+PG7cuIHg4GD7uoZGjRqhbt26SEhIQEpKClauXAmr1Ypx48bZ037iiScQGBiIBx98EBUrVgQhBNu3b8f+/fvRsGFDVQGdxowZg7Vr12LlypVo0KABevTogezsbPz666+4desWxo4dK6njeujYsSOmTp2K4cOH49FHH0VoaCgiIyPx8ssv60ovJiYGv/32G/r27YvmzZujY8eOqFOnDnx8fHD58mXs3r1bJETkyMnJQadOnVCxYkU0a9YMFSpUQG5uLjZu3IgTJ06gV69eqF27tv36MWPGYP369ejduzcef/xxREdHY9euXbhw4QLatWune8aZRXx8PJ544gksWrQISUlJ6NKlC9LT07Fx40YEBgYiKSlJYnnSUva1tlNKhIaGYt26dXj44YcxZ84crFmzBj169EB8fDySk5OxZs0a3LhxA0lJSfjjjz8QHBwsuv9///sf2rVrh7Fjx2LJkiVo27YtCCE4c+YMNmzYgJMnT9oHhwsXLkSHDh0wbNgwfPXVV2jWrBkiIyNx9epVHD16FMeOHcPu3bsRFxcHoHCg88ILL6Bhw4Z49NFHYTabsXPnTvz777946KGH8Mcff7j8W6lBWNsDFAqRS5cuYcWKFcjKysJDDz2EPn362K9t2bIlxo4diylTpqBu3bro168fQkJCsHbtWhw7dgwPPvgg3njjDVH6niibo0ePxooVK7B06VI0bNgQXbt2RXp6OhYvXow2bdrg999/F12vpwxr4cUXX8QPP/yAGzdu4OGHH7a7UWtlxYoVsgO3Ll26YMCAAXj11VfxySefoF69eujduzcsFgv+/PNP3LlzB+3bt5eIFkdeeOEFu2CUczM0sj46o3bt2vj222/xwgsvICkpCQ8//DCqVauG27dvY//+/YiIiLB/nxdffBFz587FY489hkcffRRly5bFsWPHsG7dOjz22GNYvHixqmdqaZvKlCmDQYMGYd68eUhKSkLPnj1x7949rFmzBm3atLEHrXLGoEGDMHXqVLz++uvYunUrqlWrhjNnzmDVqlV45JFHmHl31ldpbX+01hk1dOvWDaNHj8batWvRoEEDnD17FsuWLUNgYCB+/PFHZsCeFi1a2Oub2WyWrOF1leDgYKxbtw79+vXDzz//jD/++AOdO3dG1apVYbPZcPbsWWzevBn37t3DjBkzmGk899xzWLRokd0CrNbdVSAsLEzUjuphxYoVmDFjBlq0aGGfVPf19cUvv/yCpKQkPPvss2jcuLHbjCsmkwnff/89goKC8OWXX6J169bYsmULqlWr5pbnaUZTTFgHjh8/Tl555RVSr149Eh4eTvz8/Eh0dDRp3rw5GTdunGx46507d5I2bdqQoKAgEhYWRnr06EGOHDliyLYhjthsNrJ48WLSq1cvEh8fT8xmM4mKiiItW7Ykn332GcnKymLep2XbEGeAsW2IwPbt20n//v1JmTJliNlsJqVKlSINGjQgr7/+Otm/fz8hpDB0tb+/P6lUqRJzE/Hp06cToHAPIzqPcvsBjRgxglSsWJGYzWYSHR1NmjZtKtmzjBBC9u3bR/r06UNKlSpFzGYzSUxMJC+88AK5du2a5FohHLba90KjZdsQVthvufKgtIXF6tWrSdeuXUlUVBTx9/cn5cqVI3369CGbN2+2X6NUFoSQ1Y57IyqFmVZKKzk5mYwbN47UqVOHBAUFkZCQEFK1alXy6KOPkgULFtj3gLxy5QqZMGECadmyJSldujTx9/cnZcuWJd26dSNr1qwRpfndd9+RPn36kEqVKpGgoCASFRVFkpKSyKeffqp6SwNCCMnJySEfffQRqVOnDgkMDCShoaGkVatWzP1MCdG3bQghhEybNo3UrFnTvo+sY3htpTSVyvuFCxfISy+9RKpWrUoCAgJIWFgYqVGjBnnqqafI8uXLnebJYrGQTz/9lHTr1o0kJiaSgIAAUqpUKdKsWTPy3XffSfa+IoSQ33//nTRq1IgEBASQ6Oho8vjjj5OLFy8qbs2g1I4pfb+srCzy5ptvkipVqpCAgABSrlw58uKLL5Lbt2+7XPYF1LRTarFYLOSHH34gHTt2JKVKlSJ+fn4kJiaGdOjQgfzwww+Km83fvn2bjB07llSvXp0EBASQiIgI0qBBA/Lmm29K2vJ79+6Rjz76iDRs2JCEhISQwMBAUrFiRdKjRw8yc+ZMyX5mc+fOJQ0aNCDBwcEkJiaG9OnThxw9elRTnyTgbAscGta2ISaTiURGRpIHH3yQzJw5U3YfuF9++YW0atWKhIaGkoCAAFK7dm3y4Ycfym6ZZWTZlCtf6enp5PXXXycJCQkkICCA1KhRg3z22Wfk3LlzzPS0lmGldpTFAw88QABI2kc1CL+/0p+w96PVaiXTpk0jtWrVIoGBgaR06dLkqaeekn2/jty5c4f4+PiQwMBA0T67LLTUR63bFNDs2rWLPPLIIyQ2NpaYzWZSpkwZ0rVrV/Lrr7+Krtu5cydp3749iYyMtPcPy5cvl/2tjGib8vLyyNixY0nZsmWJ2WwmVapUIZMnTyZWq1XTtiHHjx8nDz30EImNjSXBwcGkYcOGZNasWYrlX6mvIkR7+6O1zsjh+L537dpFOnbsSMLCwkhoaCjp3Lkz2bdvn+L9wnjyscceU/U8R9Rub1VQUECWLFlC+vbtS8qWLUsCAgJIUFAQqVGjBhk2bJhk73OaatWqEQCkRYsWitc5bhuiNu/Otg25dOkSiYqKIpGRkcxt84RxcLNmzZh9md5tQ+R48803CQASHx9v3wJNbl9JObRe7wwTIU4WpnA4Thg1ahRmzpyJS5cuOY0+xeFwOByOu7l37x7Kli2LmJgYnD9/3um2M0XFli1b0LFjRzz99NP46aefijo7nPuUQYMGYcGCBdi8eTM6dOig6d558+Zh6NChzOBMnEIEq6W3uakaiXe2sJxixbZt2zB8+HAuJjkcDofjFXz77bfIzMzEiy++6LViEoA9uJ5eF38Ox1UuXbqExYsXo3bt2prFpCNDhw4tkv1EvZUDBw7AZDLBZDIZHkfBG/H+RW8cr+fgwYNFnQUOh8Ph3Oekp6fj66+/xrVr1zBnzhyULVvWHnDEmzh69ChWrlyJgwcP2te2Nm3atKizxbnPWLBgAU6dOoXFixfDYrHgww8/1JVOUlISJk6caP/sbA/4+4WEhATRe3F1X2Bvh7u8cjgcDofDKfZcvHgRlSpVQmBgIBo3boyvv/4aSUlJRZ0tCYKLYHh4OLp3745vv/0W0dHRRZ0tzn1Gu3bt8NdffyExMRFjxoyxR9vlcPTABSWHw+FwOBwOh8PhcHThvQsLOBwOh8PhcDgcDofj1XBByeFwOBwOh8PhcDgcXfCgPDLYbDZcv34dYWFhMJlMRZ0dDofD4XA4HA6HU0QQQpCRkYGEhASvjh5dFHBBKcP169eRmJhY1NngcDgcDofD4XA4XsKVK1dQrly5os6GV8EFpQxhYWEACgtNeHi4R59ttVqxYcMGdOnSBWaz2aPP5nBKIrxOcTjGwesTh2MsvE4VD+7du4fExES7RuD8BxeUMghuruHh4UUiKIODgxEeHs4bFg7HAHid4nCMg9cnDsdYeJ0qXvClcFK4AzCHw+FwOBwOh8PhcHTBBSWHw+FwOBwOh8PhcHTBBSWHw+FwOBwOh8PhcHTBBSWHw+FwOBwOh8PhcHTBg/JwOBwOh8PhcDheCiEEBQUFyM/PL+qslEjMZjN8fX2LOhvFGi4oORwOh8PhcDgcL4MQgrS0NKSkpKCgoKCos1OiiYyMRHx8PI/gqhMuKDkcDofD4XA4HC/j5s2bSEtLs29h5+fnxwWPwRBCkJ2djVu3bgEAypQpU8Q5Kp5wQcnhcDgcDofD4XgRBQUFSE9PR2xsLEqVKlXU2SnRBAUFAQBu3bqFuLg47v6qAx6Uh8PhcDgcDofD8SKsVisIIQgJCSnqrAAotORlZmYiMzMThJCizo7hBAcHAyh87xztcAslh8PhcDgcDofjhXiLi+vVq1eRnJwMAIiLi0P58uWLOEfG4i3vubjCLZQcDofD4XA4HA6HSUFBgX2NIVDoGsojznIc4YKSw+FwOBwOh8PhMMnPz5e4uebm5hZRbjjeCBeUHA6H4yFycnIwdepUvPfee7h9+3ZRZ4fD4XA4HKfYbDbJsby8PJfTzczMxGuvvYaEhAQEBgYiKSkJixYtklxntVrx+eefo169eggKCkJkZCRatmyJXbt22a/JysrCE088gRo1aiAsLAwhISGoU6cOPvzwQ2RlZbmcV44yxWIN5datW9G+fXvmud27d6N58+aS44QQtG3bFtu3b8dLL72EGTNmuDubHA6Ho8igQYPw22+/AQCWLl2Ko0eP8nUbHA6Hw/FqWHtgGiEoH3nkEezfvx+ffPIJqlevjoULF+LJJ5+EzWbDgAED7M/u27cvduzYgbFjx6Jly5bIysrCwYMHRUJRCGI0atQoVKpUCT4+Pvjrr7/w/vvvY+vWrdi0aZPL+eXIUywEpcDkyZMlwrJu3brMa7/55hucPXvWE9nicDgcpxQUFGDFihX2z8eOHcOJEydQu3btossUp9hjtVqxfft2lClTBrVq1Srq7HA4nBKIOyyUa9aswcaNG+0iEgDat2+PS5cu4Y033sDjjz8OX19ffP3111i7di127twpMiD17NlTlF5kZCQWL14sOtapUyfk5eVhypQpOH/+PCpXruxSnjnyFCtBWa1aNaY1kubixYuYMGECfvrpJzzyyCMeyBmHw+Eok5mZKQlicPPmTS4oObopKChAmzZtsGfPHvj6+mL+/PkYOHBgUWeLw+G4CZvNhtTUVI8/Ny0tDXfv3hUds1gsCA0NBQDExMTAx0fbKrrly5cjNDQU/fv3Fx0fOnQoBgwYgL1796Jly5aYPn062rRpo2r8zyI2NhYA4OdXrCRPsaNEvt3nnnsOnTt3Rt++fYs6KxwOhwMAyMjIkBwTQrBzOHrYs2cP9uzZA6BQXE6fPp0LSg6nBJOamoq4uLiizoaEW7du2YWbWo4dO4ZatWpJhF79+vXt5xMTE3Hx4kU89NBDePPNN/Hjjz8iNTUVNWrUwNixYzF48GBJuoQQFBQUIDs7G7t27cK0adPw5JNPlrhtTryNYhWU56WXXoKfnx/Cw8PRtWtX7NixQ3LN7NmzsW/fPr5mksPheBUsQekYhp3D0cqNGzdEn69evVpEOeFwOBxtpKamIjo6WnJcOJaamopr164BAObPn4+VK1dixowZWLNmDWrXro0hQ4Zg1qxZkvsXL14Ms9mMiIgIdO/eHd27d8dPP/3k3i/DKR4WyoiICIwcORLt2rVDTEwMzp49i6lTp6Jdu3ZYvXo1unbtCgC4du0axowZgylTpiAhIUHTM/Ly8kT+4Pfu3QNQuD7FarUa92VUIDzP08/lcEoq3lCn0tLSJMdu3LjB6zlHN9nZ2aLPWVlZHilP3lCfOJySBKtOCUFmbDabfQ0jay2jN+CYRz33yn0Wlonk5uZi1apVqFChAgCgY8eOaNq0Kd5//30MGzZMdH/nzp2xd+9eZGRkYM+ePZgyZQpu376NZcuWKbrl2mw2EEJgtVrh6+vLvIa3efIUC0H5wAMP4IEHHrB/bt26Nfr27Yt69eph7NixdkH5wgsvoEGDBhg+fLjmZ3z88ceYNGmS5PiGDRsQHBysP/MusHHjxiJ5LodTUinKOnX06FHJsUOHDmHNmjVFkBtOSeDAgQOiz5mZmVi9erXHIgfzPorDMRbHOuXn54f4+HhkZmbCYrEAYHu6eAMZGRkICAjQdE9kZCRSUlLsBhyBy5cvAwCCgoLsaVarVg1RUVGia9u2bYsvvvgC586dE7nb+vr6onr16gCARo0aoUyZMhg2bBgWLVqEXr16yebHYrEgJycHf/31lyTegQA9icf5j2IhKFlERkaiV69e+P7775GTk4PVq1dj3bp12LFjB9LT00XXWiwWpKWlISQkBGazmZnehAkTMGrUKPvne/fuITExEV26dEF4eLhbvwuN1WrFxo0b0blzZ9n8cjgc9XhDnWKFXQ8ICECPHj2KIDeckoDgDiZgs9nQqVMnzQM7rXhDfeJwShKsOpWbm4srV64gNDQUgYGBAIDQ0FDcvHnT4/m7fv06c+/kMmXKIDY2VldQngYNGmDRokUIDg4WraO8cOECAKBx48Zo0KABgoOD4evrKxmL+/v7Ayj0YlQap7dt2xZA4ZIApetyc3MRFBSENm3a2N83DS1+Of9RbAUlULjwFgBMJhOOHTuG/Px8ZhSoWbNmYdasWVi+fDn69OnDTCsgIIDZCZvN5iLrMIvy2RxOSaQo61ROTo7k2O3bt3kd5+hGbm84IfKiu+F9FIdjLI51qqCgACaTCT4+Pnax5uPjg9KlS3s8Xzk5Ocz2Jjw8XHd+HnnkEcyePRvLly/H448/bj++YMECJCQkoEWLFvD19UXv3r3x22+/4fLly6hYsSKAwvH/+vXrUaVKFadBirZt2wag0MqpJHp9fHxgMpkU2zXe3slTbAXl3bt3sWrVKiQlJSEwMBBDhgxBu3btJNe1b98effr0wciRI2X3rORwOBx3w4PycIxGcINzJCsrCzExMUWQGw6n5LF792589913qFy5MsaPHy9ruSrpsMQkUGjV00v37t3RuXNnjBgxAvfu3UPVqlXxyy+/YN26dfjf//5nX8f4wQcfYO3atejWrRvee+89hIeHY/bs2Thy5AiWLFliT2/mzJnYvn07unTpgsTERGRlZWH79u34+uuv0bJlS/Tu3Vt3XjnOKRaCcsCAAShfvjwaN26MUqVK4cyZM5g2bRqSk5Mxb948AEDFihXtMxc0ZcuWZYpNDofD8RSZmZmSY1xQclxBTlByOBzXuXXrFtq0aWNfT5eZmYnPPvusiHNVNMgF3GG1QVpYtmwZ3nrrLbz77ru4c+cOatasiV9++QVPPPGE/ZoqVapg+/btGD9+PJ577jlYrVYkJSXh999/F62JrFevHlatWoUJEybg9u3b8PPzQ7Vq1fDmm29i1KhRfB9KN1Ms3m79+vWxePFifP/998jMzER0dDQefPBBLFiwAE2aNCnq7HE4HI5TWBbKzMxMZGdnF1ngL07xxjEyuQAXlByOMWzbtk0UnGXNmjX3raCUs1Dm5eWBEKI7EFhoaCimT5+O6dOnK15Xt25drFq1SvGali1b4o8//tCVD47rFAtBOX78eIwfP17XvcI6Sw6HwylK5KLzpaSk2EOhczhaYFkHWJZwDoejHTqi5927d4soJ0WPnKAkhMBisbg9EBjH+9EWkonD4XA4upAb6CcnJ3s4J5ySAnd55XDcB+0BQO8gcD+htMcky1OCc//BBSWHw+F4ADkLJV9HydELF5Qcjvug61dOTs59K57kLJQAF5ScQrig5HA4buXAgQMYMGAARo8efV/v4cQFJcdoWAM57vLK4RgDa8LmfrVScgslxxnFYg0lh8MpnmRmZqJt27b2tSh37tzB3LlzizhXRYPcQJ8LSo5euIWSw3EfLKGUnp7udN/DkgYhhAtKjlO4hZLD4biN3bt3iwIbbNiwoQhzU7RwCyXHaLig5HDcB6t+paWleTwfRR1cUsndFSg5grKo33NxhwtKDofjNugoeXKi6n6AWyg5RqNGUPJBEoejDzkLpacwm80wmUxFPkmkZJ0E/ts6pLgjjFfMZnMR56R4wl1eORyO26A75MzMTJf2rCrOcAslx2icraGcMmUK3nrrLcTExGDRokVo166dB3PH4RRvitpC6evri4iICKSkpCAvLw/h4eHw8/PzeP+Zm5ureL6goABZWVnw8yuekoIQguzsbNy6dQuRkZHw9fUt6iwVS4rnr8/hcIoF9ICXEIKcnBwEBwcXUY6KDi4oi57169dj3rx5qFu3LsaOHVvsZ6KVLJQ3btzAhAkTYLPZkJycjDfeeAP79+/3dBY9js1mg9Vq5fvicVymqAUlAMTHxyMoKAi3bt0qsqB2eXl5uH37tuI1Z8+eLfZ1LjIyEvHx8UWdjWILF5QcDsdtsCwoWVlZ952gtNlssm5LXFB6hjNnzqBbt272zyaTCW+++WYR5sh1lATlv//+K3JV+/fffz2Wr6Li119/xdChQ2Gz2fDFF1/g+eefL+oscYoxRe3yChS2U5GRkYiIiEBBQQHy8/M9+nwA2LNnD1544QX756ioKISGhuLKlSv2Y9OmTUPPnj09njejMJvN3DLpIlxQcjgctyHnkhcbG1sEuSk6srOzZdeY3Lp1CzabDT4+fEm7O9m8ebPo88aNG0u0oKStGSUlcIYcBQUFePXVV+3ff9SoUXj88ccRGRlZtBnjFFu8wUIpYDKZ4OfnVyRupenp6bh06ZL9s4+PD2JjY0XHTp48iUcffdTjeeN4D3wEw+Fw3AbfJ68QpWBEBQUFuHv3rgdzc39CB4iiPxdHlOoXLSgLCgqcRmsszty5cwc3b960f87Ozsbhw4eLMEec4g6rfhWVoCxK6D47LCwMVapUER07c+aMJ7PE8UK4oORwOG6DtZi/qCPWFQXORDR3e3U/9OCwJFjslCyULNe8kvCd5WBNyhw5cqQIcsIpKbDql6ddXr0BekI0NDQUNWvWFB07evSoJ7PE8UK4oORwOG6DWygLcbZdCheU7ocui6zBYnFDi8srcP8JSj7I5biCM5dXi8WCFStWYPfu3R7Mleeh+6+wsDA0aNBAdOz48eOwWq2ezBbHy+CCksPhuA0uKAvhgrLo4RbKkvGd5WC5InJByXEFJZdXQghat26Nvn37omXLlvjyyy89mzkPwnJ5pQWlxWLByZMnDX3uTz/9hNatW+PVV1/F3LlzceLECUPT5xgLF5QcDsdtyEV5vd/gLq9FT0kUlFrWUALO95MrzrAslMeOHSuSqJickoGSy+u+ffuwb98++/HvvvvOY/nyNCyX16ioKJQvX1503GgX8127dmHHjh34+uuv8cwzz+D99983NH2OsXBByZFw5coVPhPEMQRuoSyEWyiLnpIoKLnL63+wBGVeXh4PFsLRjZLL68WLF0XHU1JSPJCjooHl8goASUlJouN///23oc+lg2o98MADhqbPMRYuKDkiZs2ahUqVKqF27dp8Dy+Oy3ALZSHcQln03C9rKIUtau43l1e5SMnc7ZWjF6V9KGkBWZLrFsvlFYDE7dVIC2V+fr6k7nJB6d1wQckR8f7779tDy//www84ffp0Eefo/sJms+HUqVO4c+dOUWfFEJxZKM+fP48RI0Zg3LhxTItKSYFbKIuekmihZH0HQghycnLuOwul3HYOPNIrRy+sCZt79+7BZrNJ2uySXLdYLq8AW1DK7beslVOnTklc9Lmg9G48v0Mqx2vJy8vD1atXRcf27duH6tWrF1GO7i+sViu6deuGLVu2ICoqCr///jsefPDBos6WSygJyoKCArRt29Ze5k6fPo3ly5d7NH+eggvKooclKAkhMJlMRZQj15GzsmZmZnIL5f/DLZQcvchN2Ny7d0/SZhcUFCA/Px9+fiVvWK3W5TUlJQU3btxAQkKCy8+k3V3LlSuHUqVKuZwux31wCyXHDqtDNtonniPPli1bsGXLFgCFv8W0adOKOEeuo7QP5dGjR0UTGOvWrfNYvjwN7TIUGBgo+pycnOzJ7LiEzWbDyy+/jIiICLRt2xbXrl0r6iypgjU4LM4BWwoKCmCz2ZjnsrKy7jsLJReUHKORm7BJT09nTgKW1Pol5/JaqVIlu7VSwCiPAL5+svjBBSXHDsvNkgtKz0Ev8qc/F0eULJR0ecvNzZUdIBd36BneypUriz67y0JZUFCAcePGoW3btvj+++8NcUfauHEjvvnmG9y7dw9//fUXPvvsMwNy6n5YZbE4DwCV1oByQfkfV65cKTFLCDieRa6OpaWl3VeCUs5C6ePjg/r164vOGTVm5IKy+MEFJceOnIXSKJ94jjK0Na8kdE5atzUoCd+ZBd0hV6lSRfQ5PT3dLd/9zTffxJQpU/DXX39hxIgR2LVrl8tpOobKB4rPGrWSJiiV8p6RkXFf1S9Afg0lAPzzzz+eywinxCBXX9LS0phRXUtq/ZJbQwlI3V6N6A8IIVxQFkO4oOTYYc3ipqamStZVctwDLShLQhRKpSiv99OAl3YZogUlYHzY+Zs3b2LKlCmiY5s2bXI53eIajIKVT7k6lpubi7feegv9+vXDhg0b3J01XSi1D7du3WJa+4vLb6UHOQslwN1eOfrgLq+FyLm8AtLAPEZYKC9duiSZIOKC0vvhgpJjR65D5m6vnuF+s1DeT0FD6BneChUqwNfXV3TMaLfXqVOnSo5duHDB5XTp9Z6sdbLeiBYL5aRJkzB58mQsXboU3bp1w+XLl92dPc0oCcobN24wj5fU+gUoC8riYkXneBdydezWrVtMi3hJrF82m02ToDxz5gyys7NdeiY95oyKikL58uVdSpPjfrig5NiRW2fCBaVnuN8EJctCWVzEiVZoQRkeHo7Y2FjRse3bt+ORRx5B69atsXbtWpeel5ycjO+++05yPDg42KV0gZJloZTL+8aNG+3/E0KwdetWd2VLN0qC8vr168zjJbV+2Ww25gSVALdQeobt27fjpZdewqxZs4r9UhlCiGz7cPbsWebx4tIWaoG1b7Sjy2u9evXg4/OflLDZbDh27JhLz6TdXZOSkop1NO77hZIX35ijGy4oi5b7ZZ88oYO6nyyU9AxvaGgo4uLicPPmTfux1157zf5/nz59cOvWLUREROh63meffYacnBzJcdbgQCslyUIpJ8royQ5v/I5KdUVOUJbU+pWenq4oYI4dO4aCggKJVwDHOE6fPo127drZXa3z8/MxYsSIIs6VfpQiQJ85c4Z5vCTWL9aWV44WyuDgYFSrVg2nTp2yH/v777/RtGlT3c/k6yeLJ9xCybHDXV6LFm6hLBnfmQUrSl5cXJzs9RaLBQcPHtT1rJSUFHz77bfMc0YIyvvBQklPAFitVrfkyRW4y+t/KAXkAYCcnBxZqxLHGNauXStat7t69eoizI3rKNWV06dPa76nuEK3hYBYUAJSt1dXXcy5oCyecEHJsSNnoTx//ryiOxHHGFhBeYq725DSPpT3k8sraw2KkqAEoHsdyrRp02TvZQ0OtGC1WpnbvRQHWAKspArK+81CSU+G+vr6onTp0qJj3O3VvdCTZq62NUWNUv26n1xe6d/VbDbD399fdIyO9OqKEeL27duSQJBcUBYPuKDk2FHaq4t3xu6HHpgTQor1xuuAvIWSEHLfuLwSQphh150JSj3WxMzMTMyYMcPQNB1xNVR+fn4+9uzZI+sy5k7UWigJIZLBsDdGXOYWyv+gBWVUVJThVhOOMiVtyYZS/ZKbRCsuk2takNuD0hG6rh09elT3ntK0dTIwMBA1atTQlRbHs3BBybGjFCWPu726H1ZnVNw7ZbkBe05Ozn3j8pqbm4uCggLRsbCwMJQtW1bxPj3ib//+/Yr3uSoo6fWTgPpBVG5uLrp3744WLVqgdu3a+N///udSXrSidg1ldna2xDPAGy2USnVFLmJwSaxfgLTvioyMlGy4vnz58mLv8eHNlLRtr/TUlZJYv5QivArQFsrMzExcunRJ1/NoQVm/fn34+fFwL8UBQwVlbm4ufvjhB5w4ccLIZDkeQslCyQWl+ylpgtJms8kOxLOyspgWypI4wyu3BqVv374ICgqSvU+Py6uzbUFcFZQsoWK1WlXNRo8bN86+D2Z+fj6mTZvmUl60otZCyfq9vFFQKg3Y5YRTcW5PlKDXUEZFRaFr166iY//++y+2bNniwVzdX2iNAbB+/Xp89913hm+XZBR6BHFJrF8s7xqaMmXKSNxgb9++ret5fP1k8cVQQRkYGIhXX33VaxsIjjJKgpKu5CUVQgiOHz+Oa9euefzZWqJQFgeU8p6ZmXnfWChZUfJCQ0NRpUoV7N+/H5988gk2btyI7t27i67RI/5oQUl38u4QlIDz323fvn346quvRMc8OUmVn5/PFL0lVVDKURLrF8B2ee3YsSNq1qwpOk6XQY5xaBGUM2bMQLdu3fDiiy8iKSnJ5X0L3QGvX4WocXk1mUwICQkRHdP7m3JBWXwx3OW1cuXKolD4nOKBzWZTdHk9fvx4sRY3arh37x569uyJunXromLFivj55589+vySZqFUyvv9LCh9fHzslsk6depg3Lhx6NSpk6RDNkJQ1q1b1+U0HWG5vALKluXc3FwMHTrUpee6ily5YrVpXFAWP1iC0mQy4ZVXXhEd/+OPP5xa8Tn60CIo58+fb///xo0bXmk55i6vhahxeQVgSP+VmZkpiaDLBWXxwXBBOXLkSHzyySfMwSLHe8nIyFB0W7NYLDh58qQHc+RZUlNT0a5dO/uG8vn5+fjoo488mgcuKO8Pl9fQ0FDmJs1GzPDSg+V69eop5kUreiyU77//Pv7991/mOXptqbuQy19xtlDyAe9/sAQlAAwaNAjh4eH244QQfPPNNx7Nmx6sVisOHTqk6DXkbWgRlHQ74mzbl6KAT9gUosblFTBGUB49elTkru/r6yvpwzjei+GC8vjx47h9+zYqVqyIfv364ZVXXsGrr75q/xs5cqTRj+QYAMs6WapUKdHnkrqO8saNG2jbtq3E1ULvonK9lDRBqSQOk5OTVbsgFnfUuAwBhRtEO+IOC2V+fr5LngZaLZQHDhzAp59+Kpuep1zdSqKg1PM7lsQJG0AqSCIjIwEUDn6HDRsmOjd79myv3tIiIyMDSUlJaNSoEWrUqKF6uUl+fj6mTJmC2rVro3v37pKtF9yNFkFZHLbl4RM2hajtv4wQlHRZr1mzpmKcAY53YbignDFjBq5du4a0tDQsW7YM33zzDWbMmCH643gf9Eyor68vWrVqJTpWEgXl9evX0bp1axw/flxyjhXt0Z2UNEGplPf7aZ88T3XIubm5ku0i6tSpI7nOFbdXrRbKzz77TNHzwVUXXLVocXllrXn1xgEvt6D8h5yFEgBeeuklkUdAenq6xyMMa2HBggV2i/7t27fx7bffOr3n3LlzaN26NcaNG4cTJ05g3bp1eO2119ycUzF02XK2ht4RXr+8F0+6vPL1k8UbwwWlzWZT/POUixNHG7SgjI6OllTmTZs2lbiw62+++SbOnTsnez4nJ8djeSlpQXn0CMqSaEFhubyycNXllWVRN1pQarVQ/vPPP4rpFbWgVGuh9MZ6yAe8/6EkKKtUqYKePXuKzn/11Vde25fRg+rLly/LXksIwdy5c5GUlIQ9e/aIzh04cMAt+ZNDrYXSYrFIyi4XlN6LJz1saKMFF5TFC74PJQcAu0Nu27at6Ng///zjFivlvn378PXXX+P8+fOGp+2MY8eOKZ731IAX0GahzM/Px9SpUzFkyBDDAhrk5OTg6aefRnh4OLp27ao77LcAt1AW4qkOmXZ3jYmJQXx8vOQ6T1oonU0QFBdB6Y0DXu6S9x9KghIAXn31VdHnEydOSIJ/eAunTp0SfVaa1Pzmm2/wzDPPMMusJ/suQFrXbTYb8vPzJdfx+lW88NQaSqvVKpmA5IKyeOE2Qbl+/XpMmDABw4cPt8+w7d+/HykpKe56JMcFWBbKNm3aoHz58qLj8+bNM/S569evR6tWrfDqq6+idu3aOHv2rKHpO8NbBryANkE5depUjB07FvPnz0enTp0UraxqWbFiBf73v/8hIyMDGzZswHfffedSelxQFuIplyFaUFaqVAn+/v4wm80upStACJEVlHL1yFvqV0kUlNyC8h+0oBTWUAp06tRJFJwHkLe2FzW0oFSqQz/++KPsuaIWlAC7vJVkl/KS6GHjqSUbJ06ckLzzpKQkTWlwihbDBWV2djY6d+6M7t27Y8qUKZgzZ47d0vHZZ58pBmjgFB0sQenj44PBgweLjv/888+GuX8VFBSgW7du9lnMvLw8LF682JC0f/rpJ7Rt2xYvvfSSYgAGZwMsbxWUa9assf9PCMHmzZtdfv6RI0cUP2uFC8pC9M7wanV5ZQlKVrp6y3RaWprswK+4Wij5tiHFH0KIJCgPbaE0mUwSQelpwaWGtLQ0yaSNkoVSKQpsTk6O4vplo1Hbf3GX8uKFpyZEaVfvihUrSuoxx7sxXFC+9dZbOHDgAJYuXYr09HTROoUuXbpg06ZNRj+SYwByLkO0oExNTcXq1asNeebSpUslx9RGtFPin3/+weDBg/HXX3/h22+/xYcffih7rbcMePPz85nri+U6KHoAZcRaTzoNV9PkaygLKSqXVzlBqTfCpZJFx2gLpc1mw2effYY+ffpgzpw5Lq934xbKQkrigDcrK0viWskaiNITOd4Y6ZXlhqvUDjurX56KogyUPAsld3ktxFMTojwgT/HHcEH566+/4oMPPkDfvn0l4X7Lly+vuMBcjq1bt8JkMjH/hIXoBQUF+Pzzz9GtWzeUK1cOwcHBqFWrFsaPH++Vexx5GywLJVAY0KB169aic0a4vdpsNqbQo2eR9bBu3TrR5+3bt8te6y2CUi4fcoNGeg9HI2Z46YGLq4MRpc41NTVV8z3FFb0zvFrf/8WLF0WfjbZQyrm7AuzySwjRXb9mzZqFN954AytXrsSwYcPw9NNPu1Q2SqKg5APeQlhbXrEEpVH1wJ3Q7q6Aa4LSk99RbVC54lK/+IRNIZ5yeaUFJXd3LX4YLihTUlKYkQUBwMfHxyWrx+TJk7F7927Rn7DPWk5ODt577z1UqFABX375JdasWYPhw4fjhx9+QKtWrTwarbM4IicoAWDIkCGic6tXr3Z5/cmqVauYESCN6ADpaJdKA3Nv6ZC1DHgBqaA0okM2WlDqsTbeDx2yu4Ia0BbKihUrGpKugJKgZP1u+fn5Epc7eqAvl5c///xT9Pnnn39G586dZScinMG3DSmkJNYvWlCaTCZERERIrisOFsriLCi5hbJk1i9PuLzabDYe4bUE4Gd0gmXLlsU///yD9u3bS84dPXrUPmuuh2rVqqF58+bMc0FBQbhw4QJiYmLsx9q1a4fy5cujf//+WLp0KZ566indzy7pKEXJ69+/P1555RW7wCgoKMDChQvx+uuv63oWIQQffPAB8xyrs9EKLSiLQ4cslw9WB0UIcYuFks6DO11e1eahJOAJl9eMjAyJ2DLaQqnV5ZV1LCYmRtTWyOWFdXz79u1o0aIF1q5diypVqqjJsp2SaKHkgrIQ2gMpPDwcPj7SufKSZqG02WxOy4A3Ckpev4oPhBDd215pKXsXLlyQjGm4oCx+GG6hfOSRR/DRRx+JzNcmkwmXLl3CF198gf79+xv9SACAr6+vSEwKNG3aFABw5coVtzy3pKBkoQwLC8Ojjz4qOj937lzd65o2bNggu0eWEbPGagVlfn6+ZO0NPdj3RkGZnZ0tsfx4o4WypM3wbtu2DV988YXmSMR6O+Tc3FzVQTVo6yQAVKhQgZmupyyUrGN0Gy2XF7myd+bMGV19iNzg8H4LGlISJ2ycbRkiUBwslKw1lLm5ucy+Vk1b6an+S07cFmcLJReU7LGGOyyUtLtrqVKlULZsWdX3c7wDwwXlxIkTkZCQgKZNm6Jx48YwmUwYOnQo6tati7i4OIwfP1532i+99BL8/Pzs++Tt2LHD6T3CHn1ybricQuhO2VFQAlK313/++QcnT57U9SylIDmuWigJIZK1ZHKC0pUBr9FoEZT0TB5Q/NZQGnmPJ1i2bBnatWuHUaNGoUGDBpomqPSuQQHU/wa0oExISEBgYCAA6UC6qC2UavKiZB0/fPgwc92cEiUxymtJql+uoFZQeruF0maz4cyZM8xzrN9NzeSANy7Z4PWr+MD6rdzhYcMKyGMymVTfz/EODHd5DQsLw65duzB9+nSsXr0aVapUQXBwMCZMmIDXXntNEqhHDRERERg5ciTatWuHmJgYnD17FlOnTkW7du2wevVqdO3alXnftWvXMH78eDRu3Bi9evVSfEZeXp6oMRAG7Var1eONnfA8Tz6XtlCGhYWJnt+qVSvExcWJrBQnT55E1apVNT3n3LlzihMBmZmZLn3vu3fvSgbwubm5zDRZjWV0dLRIkN67d88jv4PcbHlOTo7k+ax1ZHl5eS7nkxXl1ZU09QhSV58ph6t1av78+fb/s7OzsWTJEslm6XLQ5TEoKIiZD3q/SKDQnS8gIMDpM+h9SCtWrGh/Bt3m6i3TN2/elD2XnZ0tSZM1OUQP9jMyMph5cVZ2rl27JmvplcsfC1bbwMq3xWLxukGvHmtjQUEBcnNz4evr69Kzi6KPkkPYlkwgMjKSmS96wGtE2261WrFmzRpcuHABffr0sa9b1sOlS5dkJ1Lu3bsn+c1Y5TQ8PFw04Zienu6R30huIpjVLqSnp0uuM6L/Mho99UturKEGb6pTAqxtaQICAph5pPuprKws1d/l0KFDos/169f3qvfgiLfmyxswXFAChQOY8ePHu2SNdOSBBx4Q+VO3bt0affv2Rb169TB27FimoLxz5w569OgBQggWL17MXFPhyMcff4xJkyZJjm/YsEHSEXmKjRs3euQ5VqtVMpv0zz//SGZ+6fewfft2p++VZteuXYrnb9++LdpjUSvnz5+XHMvOzmamyWos6a07jhw54lJ+1HLixAnm8X///VfyfJZb1JkzZ1zOJ22ByszMdCnNo0eP6sqDO9+33jpFW+N37typejKFLmfHjh1jzr6yBjBr1qxB6dKlnT6DDmJjNpvt75EecJ84cULXO2at7xI4duyYJE3a9RyQDiZPnjzJzAudZ5o//vhDIqKVoAM+CNy4cUPyfNaETVpamkfaAS1cvXpV132///67qkkKNXiqj1KCXj6Rk5PD/K3oCRFX2szMzExs2LABq1evtpeXt99+G99//73Eu0ctSltmrV69WpIuy2MgKChIJCh37tzJnDxIS0vDF198gTNnzuDBBx/E888/79Ikg5zHwI4dOySTOaxgfBcvXvS6+kW3d0FBQU7jCrg6fgG8o04J0OMpHx8fbNmyhdl/0b+rljZz7969kmPeVh4EPLkVT3HDcEFZuXJlLF++HA0aNJCcO3bsGB5++GHmoF8rkZGR6NWrF77//nvk5OSIZuHv3r2Lzp0749q1a9iyZQsqV67sNL0JEyZg1KhR9s/37t1DYmIiunTpYshWFlqwWq3YuHEjOnfuzLRaGA2rY+rdu7dkIDtlyhSR9a5KlSro0aOHpmcdPHhQ9DkkJEQkZq1Wq+Y0Hfn9998lxwoKCtClSxf4+YmLO6sc1qhRA0eOHLF/TkhIkM3Pzp078eeff6Jjx45o0aKF7jwDUiuSQGJiouT5rMGgUj7VMm7cONHn/Px8dO3aVfdAY//+/ZrvCQoKcvl7sHC1To0ZM0b0OSIiQnU+aTeozp07o2HDhpLrWOslmzRpYo9krcTs2bNFn1u2bGnP319//SXaSicmJkbXO6bfgSOsckrX9YCAANSpUwerVq2yH4uOjmbmxdlEVbVq1TR9B7nJjZCQEEk69LpqoDDv7iiXrvDNN9/ouq9du3Yubxju6T5KCXoAXqtWLeZv9ffff4v2PtZShx2ZPXs2xowZIxlYWiwW3Lt3T3fwP9Y6aIEWLVpIAlGxJiHLlSsn6s+rV6/O/I5vv/22vZ/bsGEDBg8e7FJ8C3qZiUD9+vUlz2f10bGxsV5Xv+j9thMSEpxOYpnNZt3fw5vqlADtTRYeHo6ePXsyr42Li8M777xj/6x2LHfz5k3JhMSQIUNQo0YNHTl2P6wlR5xCDBeUFy9elPUjz83NZc5a60VYqO44W3L37l106tQJFy5cwObNm1G/fn1VaQUEBDAH6mazucgqt6eezXJXiYuLkzybDsWelZWlOX+0pad58+bYvHmzKE1fX1/Nlk8BuVn7/Px8iWijrZFA4WJwR3JycpjfccuWLejYsSMA4JNPPsGmTZsk+3VqgTWIBQobZfr5rBmy/Px8l8uK3NYPwlo8rehxDcnLy3Nrmddbp2gr4927d1WlY7FYJOv0oqKiZO+lZ8EtFouq59DtatWqVe330Wte5Mq0M5TWULLKKV2mAwMDJZNzcnlxZglQ+/7l8iJA55sV1ZB1nV5ycnJw8eJFJCYmanLZZaHX9cpmsxlWx4qyfxSgrd4xMTHMPNH9V3Z2tua8X7lyBS+//LJssCyt5dIRJbHCat/p/stsNkvqV25uLjM/tDXpr7/+woABA7RmWTYvjsfp57PW1rGuK2roNiMuLs6poFTbXivhDXVKgG6HQ0NDZfNG16+8vDz4+Pg4nZA+duyY6HNISAhq166tewzobrzlt/FG3PKLyS2mPX/+vOyCXq3cvXsXq1atQlJSkn3AK4jJ8+fPY8OGDTzssErowXJoaCj8/f0l19GdlZ6ZmuPHj4s+s7aBcSWQgNyEBWuASrsY+vv7q47yunjxYvv/FosFXbp00R31lpUXx7RpWO/dHVFeAdfcO0pKUAObzSaZQXXmkinAEidKQoIOHKLm/RNCJNYNx+2ZjAhGkpOToxgwS03QkMDAQNV5ocsi7e6XkpKimF81+WMdz8nJYYoFI+rXzZs30bBhQ9SuXRv16tVz2VNHbyAub6xjruDJoDy7du1SjLzsSlA5JZdyNf2XlvpFtytyLuFq0RJUrrgG5VGz9KCk1S21AeUAdlA5NXWMLnsNGjTwWjHJUcYQC+X8+fNFQStGjBjBnIk+cuQI2rZtqzn9AQMGoHz58mjcuDFKlSqFM2fOYNq0aUhOTsa8efPs6Xft2hWHDx/Gl19+ifz8fOzZs8eeRmxsrOa9y+4X1HbIrgpKi8UiWf/HEpSZmZm6Jx5cEZRaOmQherBjWtu2bUO7du005FY+LwJFGeUV4IISKLSA0JMFrHV2LFgDTKWyrSdSXmpqqmSQ5igojYjyqrRlCKAuyqva+kUIkZS78uXLiya+3CUo5YJjGTHg/fnnn+0eGhcvXsSPP/6Ijz76SHd6XFAW4sltQ+SisAq4S1AaWb8Aabv+zz//oKCgQPfyBi39V3HdNiQ2NtbpPSWtbtF1RI+gdLZkjBXhlVM8MURQZmdn2zt4k8mEtLQ0ScUKCAjA448/zgx844z69etj8eLF+P7775GZmYno6Gg8+OCDWLBgAZo0aQKg0B1LWLM1cuRISRqDBw+2i0+OGKU9KB2hGwatnefp06clbiTCPqF0umXKlNGUtoArgjIgIEB1h1yxYkXJfoQfffRRkQlKIzpkVh6cuR4qoadz9cZ98lji0RULJavjlTunRvzR65d8fX1Rrlw5l9Kk0SMo6d9f7YDXYrFIBHz58uVFM9lq379cXhyf5YicyDBiwob+nZTWzKmB/k4RERHMCJrO7vMWVq5ciaNHj6J///6oWbOm6vvS0tJEnyMjI5nXGVEPWAHRHNG7t2V2djYuX74se97dFsrs7GycO3cO1atXV5tlxbwIFOdteei8x8XFSa6hI997a93SCz3G0+JdA6irY44xKwAuKIszhgjKESNGYMSIEQAKZ8aXLl3KDMqjFzURYytWrOiSy+H9jFpBSc9OabVQ0u6uZcuWta/VdOxQXNlwWoug1DvgZd0LAJs2bcK+ffuYItkZWvbxcoeFsqCggJkGt1CyowHfuXMHNpvNqWsO3SGHhIQo3qPH5ZUWJomJiaIAVHSaeuqX0vpJwFiXV1ZdrVChguhzcbRQ0t/L1T0C6foaHR1dbAXlnDlzMGzYMADA5MmTcfbsWdUbm3vSQkkLSlpQ6LVQOrN8ultQAoUDe6MFZXG2UNJ5j4yMhJ+fn2hSPDEx8b4SlEoWysDAQJhMJtE43Fkbl5eXJ5mYr1evno6ccrwBwx2VL1y4YKiY5LgfT7m80oKyTp06AKQdvd5OOSsrS9ZyYXSHLDcYmTx5spqsOs2LgKcslHLP54KSLShtNpvEMsJCS4cM6HN5VVo/CRSdhVKvBwCrriYmJoo+c0EpFZRqI7d6oxfAL7/8Yv8/NzcXK1euVH2vJ9dQ0sKvUaNGos96J0OdWT6N7r9Yx2lLkRa0TIgWVwtlQECAxPrt6AkCFE7MygUoKo5o6b9MJpPm/uvMmTOSNcm1atXSmEuOt+CWla95eXmYOXMmnnzySXTu3NneCK9cudKQLUM4xqLX5dVVQSlsh0A3Uno7ZaUIwp7okIHCMk5HLVODq0F5XLVQyrm2etrl1Wq1Kga9KArk1kuqcbvUsgYFMMZCWRSC0kgLJes7ly9fXvTZKEGp1uU1Pz/fZQ8YbxGU3jhpc/36ddFnZxZxgdzcXEk5U2uhzM7O1tTWpKamSvpKevsfvZOhSusnAc9YKF0JzHM/BOVhCUp6oot1nzeQk5ODt956C3379hVt2+QMV/svZ23cv//+K/pcrlw5wwJ3cjyP4YLy9u3baNy4MUaMGIFt27Zhy5Yt9kZ2xYoV+Oyzz4x+JMdF6BledwlKWmjJWSiLg6BUyuPHH3+slE0m3ELp+n3ugmWhBNQF5tGyBgXQJ/7oSTp3CEpnA3y9QUOys7MlQk2NhdKoNZT0cSVBILf1iFqMFpR03uXabWf3eQP0hIVcnaNheQmoXUMJaGvfaCuin5+fZI/Y4iAoWUGvANcslGr7L6VtebwNesLG399fYpFkrfX1xvr10UcfYfLkyVixYgUeeughp9ufCNBjDXcLytq1a6vKF8c7MVxQjh07FmlpaThw4AAuX74sGiy0b98e27ZtM/qRHBehO293uLzm5uZKfOUFQUk3Uno7ZSVBaXSUPCVB+euvv2q27BV1lFe5/LoiKPW61nlbhyw3uFUjatzt8koIkQwEq1atKvpMi9j8/HzN5YUe8MfHx4s+67VQEkIkZY/+HBgYKAmIkZOTo0mQyZUpm80mEopK9droSRtX1ooD7DWUavC2+pWfny+ZnFErKOnJUEC9yyug7TegBWWVKlUkz9L7mzoTlEb2XxaLhWmZvXr1qur3riZ/gLSssSaQhDx5GyxB+fLLL9sj4daoUQN9+vSR3Odt9QsA1q9fL/q8bt06VfepDXgloNXD5sSJE6LPXFAWbwwXlKtWrcL777+Phg0bSvajLFeunOzG85yiQ29QHi3C79SpU5JOTGg8vN1CSXeAhBDFwazVapW4cDmjqC2U3uLy6sp97kLOEqnGQkmXZa0WSmcd8rVr1yTWQ3pdl97oe47Qz6BdUPUOeFl5octcUFAQM2S/FrdXpTLleM6dgrKoXF7pQaA31i+92/LQgjIkJER243FW3dPyG9DrJ6tXr27I+n9CiESs0hNLRlooldoUvVZKtUs25N6PN1ooWS6vjz76KI4cOYI//vgDhw4dYm6J4Y1rlOkJQbUu5a4KSm6hvL8wXFDeu3dPEpFPwGq1uuw2xDEevUF5MjIyVK9BoddPli9f3i5QjQrKQ4fld0TvtiGs6Kd5eXlOF967yyUPcI+F0ptcXr2tQ/akhVJrh3zw4EHR54iICMl+u0YISnpAQgtKvRZKVl7oMhccHIzw8HCJUDBKUDrWneIsKOUmAmkx7m2CkvU76rVQKq0jFaJQOqLlN6BFX/Xq1Znr/7Wutc3Ly5NE56WjrRZXQenJoFdGw7JQAoWeVb169UJwcDACAgIk93lb/QKkdezmzZuq7nOnoMzPz5dY5nlAnuKN4YKyUqVK2L17N/Pcvn37UKNGDaMfyXERvUF5APXWRLmAPEDRBeVRs20IIG0UWY2k4zYNgHZB6WpQHndZKPkaStfWUNIDRaNdXg8cOCD63LBhQ8m2JK66+gH6LJSs+hUUFCS5To2F0mQyoVSpUqLjnrZQGu1WLuf+p4b8/HzJZB5LTJlMJsTExIiOeVv9YgV80ruGUklQmkwml7xhaEFZrVo1SX2WW5+oBOt6ehLAU4JSb2AeV9coFydB6QjLGu5t9SsrK0tSfrxBUJ47d07yu3NBWbwxXFAOHDgQn376KVauXGnvLE0mE/bv34/p06fj6aefNvqRHBcghOgOygOoX0cpF5AHMM5C6Q6XV0DaKLIGIbRV3ihByQpqUFyjvNKiW+19RY0rUV61DHgB7S6vtIWycePGkmvMZrNk4KPFMkMIkbwDOkiOWpdXX19fBAYGKuaFJSgB6SBbSx1Tqh9F5fLKWj+qFtb3YbXb4eHhkvftbfXLFUFJ911Gu+QJEEJUubwC2vsvVh7oyRMj91HmFkp1sFxeaUwmk9fXL1Y7qVdQau2/lOoXvX6ydOnSkskvTvHCcEE5btw4tGrVCn379kXp0qUBAF27dkXz5s3RrFkzjBw50uhHclwgIyND4r6pNuw6oF5Qyu1BCRhjobRYLLhx44bseSMFJauRpC027hKUeXl5zM63OER5VRs0pLi4vKqxUGpxyQO0dciEEImFkl4/qSddmpycHEkbQQfJUePyKgzInOVFraAsbi6vrHKt1+2VJShZZSs8PFwyEPa2AS9LUKalpanaz09r/dJrobx+/bqkLWS5vALaBSWrjaUH1kbGAFAqc//++6+ucq62/yppFkpAKjS9rX6x2kk1ayitVqukrBg5YUOvn+TWyeKP4YLSbDZjzZo1WLhwIXr06IFOnTqhU6dOWLBgAf744w+JOxanaGENluUG/n5+fhKXPDWdZ3Z2tmRrAyULpR5BeeXKFUX3MbUdsp+fn6TjcGahDAoKsk+eCLhLUMoJ+OJgoVQ7++htHbIrFkqtA14tLq9Xr16VDBZYFkrANUHJqo+0BUWthVJNXlhrKAH3CUrHc0rtmTvcyo0UlHIWSm8f8LIEJSGEuSUIjTsnbBxhBc1JSEhAQECAxPNCa/9Fl3c/Pz+JN5BeQUkIkVynNElosVhw8uRJVflWyotASbdQso57W/1itZM3b9506m5PL9cAnAtKLf0XD8hT8lDng6YRk8mEJ554Ak888YQ7kucYCC0ofX19Fdd5hYeHizokNRbKkydPShovx9koI1xelQLyAOo7ZKBw0OE4YHNmoQwJCZEMsD0tKL1xDSX9nYrjtgYFBQWyA1tPWCiV3j9tnYyMjETlypWZ19J1TIuQYdVHurzn5+ejoKDAHlIf0C8o5SyURb2G0pU6JufeqldQsr4Pq2xFRERIBrze5gEg9zveuXPH6SQU3R5GREQoXq938pIVkEcI8BMaGipqI1x1eQ0ODpasNXY1irJjes7a9CNHjqBevXpO8+0sf4B04qO4CEpCSIm2UFosFqSlpSn2R1r2eBVwxULJBWXxh5sL73NYA146Ep4jevaipNdPVq5cWdTwGOHyqrR+ElAf5RVw3iiytoJwVVDKdUJWq1Ukxt1lofSEy6taC6U3DXjT09NlZ3LdYaHU0iHT6ycbNWokW3eNtFD6+PgwBxb07220oHRlDWVRu7xarVZmRGzu8sq2UALqJmzo9pC1zt8RoyyU1apVs//v6j7KdBsbEhIiEZRGLtlw1qbrCcxjhMur3gBV7qCgoECSn+IqKOXaSWfrKGlBGRAQIFkvSqN2QtRms0ks4dzltfhjuKAsKCjAl19+iSZNmiAuLg7h4eGiP2cziBzPojbCq4AeQam0fhIwxkJphKBUO+D1pIUSEA8elSyUrnTIRru80hvGA8XT5VVpUMvaP4/GnS6vatdPAtIyrWXShrX1CWtg4WlBWZwslHL1yEhBydrGoDgLSjWBeVwVlGrrASsgj4CrSzZYLt50/fKkoNQTmMdVl1cAXrWlHKuOlCSXV8D5OkqtAa8A9RM2ly5dkpRpbqEs/hju8jp+/HhMmzYNSUlJ6Ny5s+ysDsc70Coo6dlYIwRlUVkoWVHygKKxUCoJyry8PHunJfe+CSEoKChQHUmVxmiXV1anWhxdXpUGtQUFBUhPT5ftaHNyciTfxSiXV0KIqgivcum64vIaGhrKFJR0GfaWNZSEkCIXlHL12yhB6evrC19fX4SEhIi+T0REhKQP9qb6BbgmKOmy6UxQ6nX9Zrm8ChhtoWS5vKoVlL6+vggICBD9xp4QlK5uGwIU1i/WNhxFAWvCprhaKOXaSa0WSiMFJe3uGhUVJYlDwSl+GC4of/75Z4wfPx6TJ082OmmOG9BqQaE7bDWdZ1FYKOPi4kQDFSODhqixUKpx11LKiyOOHZSSgLdarV4tKOUslCaTSWTp8yaXV2eD2tTUVNmOlq5bgHZBmZOTA5vNJglmdvnyZcmkhRYLpSsur2FhYao29NY7YWO0hTI/P1/RkqzW5dUVt3KjLZT0uxUGuyEhIaIyGx4eLvnu3jbgNdJC6WyfVz0Wyvz8fJw7d050TElQap0QZfUnegWlcL8WQVm5cmVR0LyUlBTcu3fPqThXyouAFgulN62jdEVQelP/BRjn8mqkoKS3DKldu7biUitO8cBwl9ecnBx06tTJ6GQ5bkLrPkNaXV4zMzMlAXOcCUo9Fkr6GTVr1hR9NtLlVY2FMjU1lblmSg61Lq+syGus67Qi93y9Lq9aBCVtufSmAa+ziQElSzRLUGqNkgewRT1tnYyKikKlSpVk0zXSQiknKI2yUKoNypOenq5qEOqsPJUEl1e59d/e7vKal5cn24e4Yw2lHgvlpUuXJO6YjmsoXZ0QNdJCCWifEKX7SqAwgrQWXF1DCXiXoLwfXF69yULJ10+WDAwXlF26dMHevXuNTpbjJmiB4myNq1ZBSTccPj4+kg6MnuG1WCyaxRHdODp2+IDn11DabDZVYe8F1LrkObNQ6qUoLZRq9jQsKtRYKOWgBWV4eLgoCioL1hoo1m/AWj+pNMNrZJTX0NBQ+Pn5Sb6Lu9ZQyrm8Aupcy9UKSkKI2wa87haUgvWE/p1ZUV69qX4pWZn1uLy6w0JJu7tGR0eL2jJPuLy6c1ueUqVKSSb1rl27piLnyvkD1Ed5BbxLUN4PLq/O1lB6UlDy9ZMlA8MF5VdffYWlS5fiq6++wtmzZ3Hnzh3JH8d70DrDq1VQ0u6uVapUkXSW9CAI0GalzMvLk3RoZcuWFX12d5RXlljSso7SCJdXd7jkFYWg9CaXIWftlRYLpTPrP8C2ULI6ZVaEVyWMdnkFIFlH6cxCqbZ+0WVOaC9iYmIkolmN26taQZmbm6voVVAcBCU9WVerVi3VA97k5GRs2rRJU7AjV5FzdwWc1z1CiEcslErrJwHvdHlVSp8lYOn+0ihBWZIslCVNUBaVhZIQwgVlCcVwQRkeHo4aNWrg9ddfR40aNRAbGyv543gPWjtkrUF5nK2fZKUJaOuUWW6g8fHxos/utlAGBgZKBitqBSVr82lHPGGhNNrllZUeq0Py8fGRCC2jO+T169dj4MCB+PXXXzW/IyNdXvUKSnoASAiRWCiVAvIAxgflAbQLSlddXn19fSWWFCMEpSDOnLU53hSUR24N5bhx41CxYkUAQP/+/dGxY0dVA94TJ06gdu3a6Ny5M+rWrStZM+gulASls7qXm5uLgoIC0TF3bBviTFAWN5dX1vPKlSsnOuYul9fiaqE0m82yHiB0O+hNgtJqtcp6SrlDULKilNNruK9fvy6pI9zltWRgeFCeF154AUuWLEHv3r1Rq1YtHuXVy3HVQums81QjKFluflo6Zb2C0sgor0Ch65DjObWC0tmWHyXBQhkQEMCcOAgPD3drh3z69Gn06NHDbnmqWrUq3nvvPdX3G+nyqkZQ+vj4ICgoSPR70OXv0qVLknxptVBqmbCRs1A6EypGC0qg0O3V8Z0b6fLqTkHpqTWUdevWxenTp5GTk4OwsDCYTCZVgnLOnDn2MnXr1i38/PPPePfdd3XlTQuuWChZbaEzl1c96/XpqKfOLJRGCErWZA0hRCRqvMlCaVSUV1e4e/cu+vfvj82bN6Njx4749ddfVbW5LOQ8AFh4s4VSqX/yhIVSmCx3bMNp62RoaCgSExOdps3xfgwXlCtWrMDHH3+MMWPGGJ00xw142uWVJSh9fX0RHBws6uhcsVD6+/tLGj93WyiBQkHpGBxIraB05uKpZh9KwH1rKOmBjBpYgpI1cRAREeHU0uUKy5cvF7kxbt682VBBabSFEigc4CkJyn379ok+R0dH261SchgdlAdQtlDabDbJoMzVNZSANDCPkS6v3iYo9+zZg5SUFHTr1k2ynYLSgNdsNouuVxOFko6Sff36ddl8GYkrayhZbaHRFsqDBw9i586domNGb3ulxuUVgGRg7k2CUq7NtlqtoijV7rRQzp8/H5s3bwZQ2M7Pnz8fr732mq60WP2XHN4sKJXqV0pKCgoKCmTX9RshKIHC8uZYbukxYc2aNXmE1xKC4S6vZrMZDzzwgNHJctyEO4PypKen48qVK6JjdevWZV7ritsQ6zu402VIyULpiFGC0hMWSrk8EEJ0pcvqkFlrZd0dhZKeDdVqEaJneMuUKaN43hG9gtLZXpS7d+8WfW7atKnTDtkdLq9KvxvrN9Q74KUtlI4UF5dXrYLys88+Q4sWLfDwww+jQ4cOTrf+cNWCQos3vZ4JWnHFQkmXS7PZrDjwB7RbKD/55BPR57i4OHTt2lUxTXe4vALiMsTaW9UbBSUgrjfuFJTHjh1T/Ew/6/vvv8cnn3zCbMNLioVSqX0sKChQ7L+MEpR0+aN/F7kxIaf4YbigfOSRR7B+/Xqjk+W4CXeuoaQH876+vhJ3IQFXtg6hGz45Qek4KGOtW3TVQkkHnVErKLVsa+BpCyWgb3DJGuyw1ge6W1DS+11p/S70oJYuv+6wUDorf7SgbNGihdM0XYnyqicojyuC0pnLqyOetFB6ch/KGTNm2P/fsWOHxO1Sy4BXjUu5NwrKtLQ0yRpJR1h7UBo5sXLq1CksXbpUdOz111+X9C2eiPIKGFe/6M/uXENJ51Xp3bhSvwDpe1R61osvvogRI0ZgwoQJaNWqlSQYl9ETNkWFszGIktsrF5QcrRguKJ988kksW7YMr7/+OjZt2oRDhw5J/jjegZ4oeVoslLRrQ7Vq1WRnkF1xG1JjoaQtbax1i/ezhdLdgjIgIAA+Pj4SUclyeTWqQ2ZFk9PqTkvP4NKC0h0WSlZgA4Hc3FxJG6pGULrD5VVpIMV6z+4QlEauoXQmBDwVlIcQIhnQ0xYjuTWULPRYKPUG49KKkqAkhChuvaS17wLYa4nl1q9PmTJFdC48PBwjRoyQXOcpl1fH38SV+qXGQnnr1i3V/Ul+fr6i8BfKm9VqVayLrlootQjKJUuW2P8/deoUjh49KjpvdP0qKpxNuBktKP38/CTi27H8EUIk40IuKEsOhq+h7NixIwBg+vTp+Oqrr0TnhLVYSo0Px3Pk5eVJGnGtgtJisSAvL4/Z4KpZPylgpMtrZGSkbIcs5JPVIavd1kBpDaUjnhaU7rJQ6hlcyq1BCQ0NFXX8LAulUWsor1y54nQwpURBQYGkU6X3N9VioVTTIQPKLq+HDh0S/c4mkwnNmjXTnKa7o7waKShdXUPpbGDsbS6vGRkZkj6SLodGu+TRZdUbLJRAodCV225I6x6UgLSfsdlsyMvLk5Tlq1evYsGCBaJjL730EnNJiDtcXun8AO4TlCEhIRJBCQA3btxAhQoVnOReff/lzvoFSL+X3PMsFoukH6XbkfvB5RWQ34vSYrFI3qeW/svx/TmWv8uXL0t+Fy4oSw6GC8q5c+canSTHTbDEidY1lEBhB8oSlLRrg5KgdLeFEjBuwOtpC6XaoDzuWEMJsAeXd+/exbvvvovr169jzJgxEiuZ2j0I3enySru7AtrEMcs6wrJQygUtcofLK+3uWqdOHV2WGSGcu5pgCHqivGqZsHEsXzabTXKvt7i8ekpQ0uUGkJZFI13yrFarpF3xlKB09vulpqZKJnEEjLBQAoW/Oy3gPv/8c9HvHRgYiJEjRzLTZLm8aglkxhKUJpMJgYGBorrgTgtldHS05HnXrl1TJSi9oX4B6i2UrD6UHkO4EpTHm/ZR1muhZEXO1yIoHdswx/JHjwkjIyORkJCgKl2O92O4oBw8eLDRSXLcBKvR0GqhBAobaFpMAVILpdJMlLuD8gDiDtnINSieslBaLBbVwQ+0otXldeTIkfYZ/LVr1+LmzZuisqFkoXTEnS6vtLsr8N9aWjWDPZY7Ky0orVYrMjIykJ+fj8OHD6Nly5b2sucOl1c96ycBaZnOz8+HxWJxGsQEMMZC6evrCz8/P8W8+Pv7M8v3/SYoWRMZdBtnpAWF9TxPCEpCiCoLpRx6BCUrMFhWVpao7b5z5w5++OEH0TXPPPMMSpcurSrNgoICptVTDpbAA6BZUKr1sJETsGXLlhXtP6p2HaXa/sudLuWA84lfAZagdLcHQFGhdw0lq03Q62GjJCjr1q3LI7yWIAxfQ8kpPtANq5ooeUFBQfYQ4HLpAIWD6Rs3boiOaXF5NTooD2DMDK/VapV0Np5aQ+msQ3bXGkrWOcfAWzk5OZLQ+moFpTtdXlkWyoKCAtUDF3owGxQUJAleAQB79+5F5cqV0alTJ1SqVMk+SHZHlNc9e/aIzukVlIB6t1e1ayiVBKXj4FopL6yypiQoU1NTJQE1aNwtKNPS0jB16lR89913stcYbaE0co0XS7RpseQTQpCSkqJ5IJ2VlSV5Dl02lASlHpdXVmAw+ndft26d6Hfx9fXFG2+8IZsm67laJkTlJiiVIpXT9ctsNtu3f9AjKAHojvSq1sOmOFkoS4qgpCfc6LyqFZQBAQGqJ0iUJkR5QJ6SDReU9zGsGV5ns0Umk0lVYB7aOmk2m2VdlwDXIuWxLJQ+Pj6STkCpQzaZTPa92+gO2WKxID8/HwB7AChnobx79679PiXUDnid7fmpt0NmRbx1hO6oCSES650zlzyhI6PdW8qWLeu2DplloQTUD5bpwWxMTAxCQ0MlewK+8MIL9jKYnJyMWbNmITc3V/JOXXV5vXLlimSQ525BabFYJOVKLsqrksurWkHJsow5DlBoQcla50rjzm1DCCFo3749xo4dixdffBHPPPMM814tQXn0CEotA978/HyRCGeJNrUWytzcXHTr1g1xcXGoXbu2bJ1jwbJO1qxZU/TZaAulr6+vRKjRv8HBgwdFn7t06aK4z6urglJO4GkRlEr1i54QpcuxuwWlpyyUatdQqrFQltR9KGvVqiX6nJycjJSUFLRr1w7BwcEYMmQIrFarroA8AkoTolxQlmy4oCxB3LlzBwcPHlQ9YNbTIbOuUyMoq1evLhmIO+KKhZIVlAfQ3iELYlppwMvKl5yFEnC+lxorLzRqBaVeC6XFYpGNdAhIO+r09HSnQUPkOuTnnnvOPvhNTExEnz593OLyyorwKqC2ftCiOTo6GiaTSfI7nz9/XvT5xIkTTJHjqssr7e4aFRUluw0PjV5ByRoEyu1D6QkLJauOOXN7dee2IUePHsXff/9t/7xkyRKmxVTJQknXPXevoaTvd0VQTp8+HRs2bABQWA/oQHxK0IIyICBAsmZPKYoyXTbV9l/OLHi0oGzatKlieoLLqCNq+y9CiGpBqbd+OX4/pQkb2vvCaEHpaQtlVlYWsy6ylvq4YqF015INI6Dbxnr16ok+37x5E++88w62bduGnJwczJ8/HytXrjRUUArlLz8/X+I1pOS1xil+cEFZQjh69Chq1qyJxo0b44EHHlAlZGiB4iwgjwDdcbMGnVoC8gDGB+UBtAlKx0GX0oBXyULJikaoxu1VrcuQuyyUzgQWfZ5VtpwNeIVOt0uXLjh69ChWrFiBf/75B1FRUapcXrOzszF48GDEx8djwIABTsvHrVu3mANzIS010N8zOjoaAPt3duTy5cvMZ7sa5ZUWlM2bN5e4n8thNpsVw7nLwXrPaiyUcr+/kBd6cklOUPr4+IiuDQwMlEw+GSUo9VhQzpw5I/pssViY6cjVsYKCAsnglTUZYaSFEhDXMb2C0mq14p133hEdW7lypdP7BOjfLS4uTlK3tFgo1bi8AsqTlzabDYcPHxadb9iwoWJ6JpNJdwwAVrnQ4/JqhKCkLZRGr6H0tKAE2G2cu4PyeIugJIRIxh+0oLx27Rp+++030bG9e/e6RVCeO3dO8m64oCxZcEFZQvj222/tHfSpU6ewaNEip/fQjag7LZTOGg5XgvKw1lACxnXIgLyF0t/f3z7gNZvNElFuhKB0t4XS2fPpjpplNdDiMlSjRg307t3b/q7UdMg///wzfvrpJyQnJ+OXX37BTz/9pJhnJdc7V1xeAbaVzJErV65IBCXLVVYOuQ5Zb0AeZ+kqwaqHQjpagvLQ18rlhbUHJW390boXpTtdXs+ePSs5xrKAKJU5+ncweg0la+2T4zthPc9qtTp116fXTQPOtwFRujYuLs4+aSNgtMsroFwPzp8/L0m3UaNGTtPUOyGqJPA8JSiF64va5dWVGACs6NByz7xfgvKkpaVJPIloF9O0tDRJf37x4kW3CEp6TFi6dGlJW84p3nBBWUKgZ8pPnz7t9B69HTLdeaoRlM585Y10eXVVUPr7+9sDHAjIWSjpxlNPYB6jBKWnLJSuCkoaNS5DdDAa2i2NRklQqrVQslxeAecWymvXrknuVevuCrBdXnNzc3Ho0CHR8ebNm6tOE2Bv6n7+/HksWLAAFy5cYN5DD8hCQkLsVlEt24aoFZRy7n+OaI30qtfllZ4AUCsoWRZGdwtKo11eAeU8E0Lw+++/S47Xrl1b9h4aNYIyNTUVVqsVH374IXr27IlZs2bZXYSNcnl1/N3pdiUuLk7VtgZ6J0Q9ISiFKMpyzxPuZbm8Ki2FEPCGKMpybTrrmfdLUB5Wu6hmzeKlS5fcIij5+smSj0cF5V9//aVK6HC0QzcechvWOuKuNZQpKSmSwYJWl1e1HTIhRHYNJT2IVdo2xPFak8kk2yjK7UEpoEdQGhWUR+8MrzNBSXfWrAEo/RsouRTTqHF5pcu3M+saK8KrgF4LpTDYdWahtFqtOHnypOiYFkHJcnk9dOiQaMBlMpnQrFkz1Wmy0t21axdq1aqFQYMGoW7dukwRLrcHJeA5CyUN/f7dJSjp34w14HXcZkGAZaFUmjTSIyjdvYYSUJ54+euvvyRrh53dQ6PWQjlz5ky88847WLNmDZ577jls2bIFgHEur47vn560adiwoaptDfT2X6x2zHHbEEeM8LCR2zIEkFooLRaLoUs23BmUR67cqbVQlkSXV7pdDAkJQdmyZe3bN8nhLgslF5QlH48Kynbt2qF27dp44oknuLA0GG8SlPv27RN99vf3R5UqVRTT1GuhzM3NlXRErlooAflGsSgslO5eQ+lpl1caNR2yVkHpTpdXZxZKADhy5IjosyuCMisrS+LuWqdOHdX1VS7dzz//XGS5mD17tuQeuT0oAW0WSvpaVwSlqxZKVhRnQJ+gdIeFUm4fSkdrkRYLCsvV2lVB+eWXXzKPa9luhBaUsbGxzDWUixcvFh3buHEjAONcXpUslGrcXQHjXF79/f3tA353xABQ8gCIj4+XiGc1bq/esIZSi4WSNeFTEl1e6bFHbGwsfHx8ZPdTFUhJSZH87lxQctTgUUH57rvv4vXXX8eFCxfQoEEDTz66RMNafK1HUBoVlIceADRq1MjprJjcDC8hBPn5+bKuN6zBl5ygNMKC4g4LZVGvofREUB5PC0olC6WrLq/OLJRAYZAsR1xxec3OznZ5/SQgLav07/rPP/9I7lHa688TFkqWyys9uHE2UKXLE93W6LVQ5uTkMAOXuGMNpcViEb1TLWsoTSaTYh3T6vJ6+vRprF69mnlOi4WSFZSHtlDeunULBw4cYN6nZx9KQN5CSQhhWij1pCnkLTs7GydPnpRdj6ok8IyK8gqoE5Rms1kiNowUlMXJQumKoDRqH2VXoeuXMBEXHx/v9F56QlSLoGQt2cjLy5MYkbigLHl4VFC+9957mDp1Kvbu3atp8T5HmbS0NEmHpeb96g3Ko7SGMjs7G8uXLxedf/zxx52mybJQpqeno1OnTjCbzWjbti1zoMUavJU0C2VRr6F0t4WSfvdWq1US7p0uz0qC8s6dO7IbNgOuu7yqsVDSgtZVCyVtOdEjKFkDTUdYIlzJ5dUTayhZFkolIcuCLot0O6dXUMqtO3WHoATEdUzLgBdQ/q20WijlrJNK97BQ4/KakZEh+X1v3boFQojhaygvXbokefd6LZQZGRk4f/48ateujVq1aqFevXrM35V+X455cyUGAD2Bq3aNsp6tQ9xtoVy1ahUaNmyIDh06yE4UGrGG0nHS2pUJ0YKCAkkwHC1cv34dL774Ih588EHUrFkTpUqVQkhICLp3765qPCFAC0phbOLMQgkUur064qqF8tSpU5J3omW9Nad4UGRBedTOJnKcw3L5Sk1NdRqlzx0ur6tWrRI14j4+PnjsscecpkkLSkIIpk+fbl8vs337duYeZ/TgLSgoyD640usyBHinhZI1UHXEU2soWYLSyDUo9P15eXmSwaOSoFSyTgL696FUG+UVgKTuuWKhTEtLk3Twai0njjgTlNeuXZP8jkour0W1hlKri5kaQckSKLS4oesXy90VcE9QHjpdLWsoAeV3pnV7nSVLlsg+R010WAE1gpJFSkoKc/9Otf2XnIWSnrSJjo5G+fLlVaXJcnmdMWMGLl26BAA4efIkpk+fLrmP/u2VLJTumBCl2xo9W4e400KZnp6OJ598EocPH8aff/6J559/nnmvXH+g1kJps9lEfbuRQa+08tRTT+G7777Dzp07cerUKaSmpiI7Oxvr1q3DZ599pjodlssroM5CSeOKoMzOzpa4u5YvX17zkg2O9+NWQZmSkoLLly9L/jjGwhIthBCna4vcISh//vln0bkOHTqgTJkyTtNkTTCsW7dO9Hnz5s2Sa+QivALcQul4fNGiRVixYgVzo2dnzzdyH0oWzjpkVjl2RVCqsaLk5+dLypaShdKZC78rFkp6gO7j44MaNWqoTk8uXRZ0MCElt0IlVy9nv7+RgtJVC6XFYkFeXp5kBp0WN3T9YgXkAVwLykMI8WoLZV5eHnNCyRE1EzY2m02VyyuLW7duMdtCtZPUchZK2t21UaNGqgLyAGyXV9qFfNWqVZL7tLi8GtF/ObNQ6tk6xJ1RXg8cOCC6b+fOnczlL66uoaSPGzkhqgWr1YodO3bInmctS5DDFZdXGlctlFqj/nOKJ4YLyoyMDDz77LMICQlBfHw8KlWqJPnjGIuccHS2jtJoQXnnzh2sXbtWdG7AgAGq0qQ7ZEA6Y3zw4EHJ4NrTgtKZhZIWG3qivNJ5URuUR85C2adPHzz55JPo27cvRowYITlvhIUyNzdXUVBo3SfPMS2tglIpIA+gbsDLsjIJg90aNWqIBvBxcXF45plnFNNzRVDSVK1aVVGg600XkL47LVFejXB5VbOGUs02M0rnWWsoWQNPZy6v7rBQ5ubmytZjJUGpVL9Y54V3YrPZNAlKZ22Q3H00rGUasbGxCAoKYk4iOJKSkuKSoFRrodTiBcByeaW9Cg4ePCjpk5VcXvVGeaXTAeQFJX2dO1xe5YJeCdsPCbAEJf0ObTYbs3y5uoYSEI8ltEzYONvnVQvO3qWavYMFvElQ8oA89wfKkVJ08Nprr2HhwoUYNmwY6tev77Sj47iOUYLS1aA8S5cuFXUKAQEBeOSRR1SlGRQUBB8fH5EFjW7UBdeJpKQk+zF68KZWUOq1oHjCQhkeHs4UZ/TvFRQUJPpOrA75/PnzWLNmjf3z/Pnz8fXXX4s6SCMEJVDYIQvv0cgZXlb5Vhq0OhOUaga8rO8oCMrIyEh8+eWXGD16NMLDwzFnzhyn+7W54vJKo7czViMoaeuuliivRri8qllDabSFUq+gVGuhtFqtimuqHNsUOeskYKyFUnhnGRkZTK8FgN0uOHO7B9TVL1adFga80dHRikImMzNT4i4bGBjo9B0IsMoeKyCP2vWTgFSk3rt3z+7u6sj69esxaNAg0bMdKY4WSr0ur1FRUaJ2ljWRQgtKoLAMstwqWahdQwnor19GWijdKSiV1lC2adMGf/31l2xargpK2rLKBWXJxHAL5erVq/HJJ59gxowZeO655zB48GDJn1a2bt0Kk8nE/KM3PD906BA6deqE0NBQREZG4pFHHmHul1WS0CMoWfs3uhqUZ+HChaLjPXv2VC1STSYT00pJs3fvXtFnb7NQ0oIyIyPDaedC54V+Z3KCkn4Wq0OmBUJeXp5k0GqEyysg/i1c2YdSyKeAnKCUE3H0d1aa6ZeDFpTBwcGidEaMGIGsrCxcvXoVPXr0QGJiomJ6Rloone3pKoea+uVtFko1QXmc1S+6XtDtXEFBAVMo0YMotRZKOi1n5U2PoNS6hlLuncnVZUCdhZK2MgHq6hctCMPCwuy/tZqgV7SY1xKTgRUA7urVq5J2xhUL5enTp5kTfPQyDm93eTVyDaWebXnkBCWN0RbKonJ5dXafFkEpt4aStkKbzWa88MILimm5IijT0tIkAczq1aunOj1O8cFwQZmbm+u2wjJ58mTs3r1b9Oc403Hy5Em0a9cOFosFS5YswZw5c3D69Gm0bt3a6XrC4ozcd1OK9JqXlydpwPW6vGZkZODKlSvYtm2b6Lhad1cBNQNeeo9LunNxbPg8ISidWSgBeYueXF7UCkp64MXqkE+dOiU5Rg9atVgo8/PzmS59gPKAV6lDNpvNkrVKzgQlIUQ233SE15o1a4o+qxnw0jPzrFldk8lkj6boLHiHK2HXaYqjhdLIfSjVWCgJIfYJB2cur4BUWIWEhEhEmmP9slqtzMEuIPWaMEpQKrnk6XV51SooWe0t3XaqsVDSk51xcXH2/9Wso6QFpZYAH6yyR1snIyIiULlyZdVp0mVKLlbE+vXrRdZqLVFe3eEB4ExQpqWlOf099Voona1RBowXlPT2O47otVA62+dV4NChQ5gxY4biGn9PuLw2bdpUVLaHDx/udMzuiqCkPSD8/f15hNcSiuEurz169MD27dvRoUMHo5NGtWrV0Lx5c9nz7777LgICArBq1Sp7B9OoUSNUq1YNn332GT799FPD8+QN6LFQsmbp9ApKQgh+/PFHkcUoPDwcPXr0UJWegJpZZndZKNUOeOkGnRbBUVFRMJlMondx+/ZtJCQkSL+MTF6MtFDSez8Bzge8fn5+ovVNjp21XguKmn3y5AZMcuU7KytLMiCyWCyS90CvGVEz4KUHMhUrVlS8PiIiAqGhobKBJ7RYKH18fBAYGCg7uNBroVQjKC9cuICcnBx73dGyD6UWCyVrrzLA9TWUOTk5ePrpp7Fs2TI0a9YMS5cuderyCkgnfUJDQyUDRccB7+XLl2XdWOk2ScsgUW6yhj5nVFAeVy2UERERIISIvqOa+kVP+jhO2OgRlFoslKygPKz9J9UG5AHUTYYChe97//799nGMt7u8AoWTa9WqVZN+GZm80AhRlN1poZQTWvQzldYA611DKfRfdGRyR7Zt24YOHTrAZrMhKCgIBw4cYIoqoyyU2dnZkt9aGC/4+flh9+7dmDt3LkqVKoWnnnpKMUJ8YGCgpjX7zvqZunXrqnZP5xQvDLdQvv3221i8eDE+//xznDlzBnfu3JH8uYP8/HysWrUKjz76qGjAUKFCBbRv316yN2JJwihBqXcNJQDMnTtX9PmRRx5xGlyBRq1LnmPeldZQuiOogTMLpZ+fn6SjdLaOkrWG0hGLxYKCggJJZ6LGQskSlM5cXukBneN7U6q/egUl67wzCyXA7lxZx4SZWQE1FkraRceZoDSZTIpur1oEJSDfKZvNZsXBnZ40HSGEiKzaWlxe8/Pz7SKrqNZQrly5EkuXLgUhBHv27MFXX32lykKpVVDKubsC7rNQukNQKj1PzRrKsLAwiSjRY6F0nPRRIyjp96/FQskKyuNKQB5Am6B1dHv1tMurs21DwsLCJO/SmdurmqBYOTk5EkuVMwulxWJhruFkjV3UWijVCkoj+y8AmDNnjv375+Tk4LfffmOm40ycq93nVWmNMlDoETBu3DgMGzYMAQEBCAsLk613WqyTgHMPGz1bXnGKB4YLyrp16+LkyZN44403ULNmTcTGxkr+9PLSSy/Bz88P4eHh6Nq1qyi88rlz55CTk4P69etL7qtfvz7Onj3rtLIWV4wQlGazWXUAJVbnSbv4PP7446rScpYuDSEEBw4csH8u6m1DWCKYthw6c3mlOx+WhZK1FkSNhZLl8upswEsLVcdOTOm7uNIhK1mdtAhK1ntydKcD1AlKemZcTXRqJbdXowRl9erVdc/ustL08fGRtMmO6yi1uLwC//1uRbWGkg5Pf/jwYVWCkraYRURESN6zY/2SC8gDeOcaSndaKOkBpJr6RfdNjhZKPWsoXXF5zczMlAhKLQF5AG2C0jESuretoQS0B+ah8yIsAxCwWCy6gl5duXKFuU5ei8urFgulO4JeCdDlVa5PcybOWcKcBT2JbTabnRoM5CZNtQpKZxOXXFCWXAx3eX333Xc1uYqoISIiAiNHjkS7du0QExODs2fPYurUqWjXrh1Wr16Nrl272ge6rFmW6Oho+/5ecnsi5uXliSqz0PBYrVbZ/f3chfA8tc+Va5xu3rwpmwYtDMLDw1VvSA1A0SUvMDAQrVq10vzenM1sCezatQutW7cGIBVHYWFh9ufSFoacnBz7OXrQYzabRfmlO+jMzExYrVZJBxUYGCj5nvSAKDk5WfFd0HmhRarc3m90Q2+xWETPyczMxPXr1yX33b59W3QdLczojj47O9t+vdIkRWpqqv06umP08/NTfAd0hyy8b0B+LXB6erokTdaAnG4TsrKynJZN2kJZrlw5p/ew3MWAwnJtMpk01Qc5636tWrV0t0csAVi/fn3Ex8eLrCbHjh2zP4MWlEFBQfZzvr6+kvQyMjJgNpuZg0w6ArQjwm9CDwz9/f0l35d+bm5urv0a+v7k5GRJWWS1M7QVJiYmRtKPOfYFLMu/QE5ODrKysuyDUGcbujuWdSVvhrt378JqtYIQIhnw+vj4KJYLui0U6rRSbAHHfDnmwZHQ0FBJWb13757TMkq3S7GxsfZ71HjK0PkICQlRXS/osmexWCQTCvXq1dNUz7REs9+/fz+uX7+O2NhYSdlw7E9oYaal/6J/k4yMDFitVklbz+q/ypYtK1rnd/nyZU39V3h4uGiiIicnhzlxwZo4VeMFcOfOHUl+5JYa0GVRaQJFqF9CXhzx9fXV1H/RfQwd8Vf4PRyxWq2S50ZFRUnKenp6ulNvrhs3bog+lypVyun4rnz58hLXb6Dwd9JSF/z8/CTLfhypX7++x8fURlKc8+5uDBeU7733ntFJ4oEHHsADDzxg/9y6dWv07dsX9erVw9ixY9G1a1f7OSUxq3Tu448/xqRJkyTHN2zYoFroGM3GjRtVXSc3yL9y5YpoywhH6LWIfn5+steyoNe8OVKrVi1s2bJFdVoCzgZeAn/88Yd9EfmVK1dE5y5evGj/HnTEytTUVPs5usE9e/as6PvTA8bk5GSsWbNG0rgfO3ZMUq7otVW7du0SuUOePXsWe/bsQeXKldGiRQuJKKYFVHZ2NlavXg0aehB048YN0XeQi268d+9ekTWNnj1luR798ccf8PX1xdatW5lpAoX7rAnPp8vGvn37FAfLdGe3e/du+/9ywU+2bNkiGRDTv5u/v7+kM7927ZpiWSeESN4d/W5ZyFlmgoKCNNUtQPo+BMxms+a0BFjbqZQrV04SqXPr1q32Z9DWgKNHj4q2nKBZs2YNoqOjJb/1iRMnRPmmw8inpaVhzZo1kjJ95swZyfelf+Ps7Gz7NSdPnhSdu3LliqQ+soJi/P3336LPeXl5EqtVVlaW/Tm7du2SpOHI0qVL7QPmI0eOKF57+fJle7p0PhwR2raCggLJYG3Pnj2SttARud+D/o6OnD59WvLuDx8+LPqcnZ0tGQTv27fPqVWD/g1TUlLsz1KzVQWNUH7U4CxAX3BwMM6cOaNohaZx5oXiCCEEn332Gdq2bSvx7Ll06ZL9e5w5c0Z0zrH80X3EyZMnRd+fFuznzp3DmjVrJO+W3lYKkPZfe/fuVXy3dJr05MW1a9ck0W19fHwkeaTbWLnxj2M/IyAnPm/fvi26dv/+/TLfQtxG0QL18OHDioKM1X8JdTQ/P1/yXVntGiDtN4ODgyVjjt9//91p/dq8ebPoc0BAgNP6IWf5tFqtmvscufGhj4+P0/7X21HrdnxfQooxL7zwAgFAsrOzycmTJwkA8s0330iuGzNmDDGZTCQnJ0c2rdzcXJKenm7/u3LlCgFAbt++TSwWi0f/srKyyIoVK0hWVpbTa+/evUsAMP98fX1Jbm4u8745c+aIrq1fv76mPFatWlX2uVOnTtX1vYcNGyabpuNffHw8ycvLIxaLhVSsWFF07rfffrOnt2rVKtG5hIQE+7nGjRuLzs2aNUuUl+XLl4vOV6hQgVgsFhIYGCg6vmvXLsn3GDJkiOial19+2X7u2LFjxGw228/NmTOHxMXFia7/9NNPJb/jtm3bRMfCwsLIjBkzRMdatmwpyseCBQuY72/UqFGi6/r27Ss6P2jQIMk9d+7cIRaLhUyZMkX2d3nhhReIxWIhOTk5knNHjhxR/O3r1q0ruv6nn36yn4uMjGQ+b/ny5ZJ01q1bJ7omLi6OzJo1S3SsUaNGinm5evWq5Fnnzp1zWn5nz57NzGedOnU014XWrVsz01q8eLHudmXfvn2S9H755Rcyc+ZM0bGaNWsSi8VCsrOzJdf//fff9vTS0tIk50+dOkUsFgupXLmy6PjSpUtFedm1a5fofEBAALFYLKRmzZqi4z///LPke+zfv190jY+Pj/3c0KFDRef8/PxIWFiY6Niff/4pqoMASFJSkqTObt26VXQsPDzc/pxatWrJ1gMA5N9//7Vfu2LFCsVrk5KS7Nc+/fTTstdVr17d6XuX+6PfyyuvvEIsFgsZPHiw7PP69esnSee5554TXTN8+HDSvn170bFp06Y5LYvly5cX3fPrr7/azy1evJj53ZXeId2mKf0lJycrptW+fXvNdev27duKaZYpU0b0ecCAAcRisZBWrVqJjn/99df2NA8dOiRJR+j36PexaNEiUX4++ugj0flu3boRi8VCGjRoIDo+Z84cyXcRxlXC33PPPaf43Zs2bSq6nn5GmzZtyJ9//impS9OmTRMd69ChgyjdCRMmMN+lY38q/PXu3Zt5bWRkpOi6efPmyf5GwjuyWCwkIiJCdG7r1q2K74BuDxYsWGA/d+bMGcmzunfvLkkjKytLMnagywcAcvLkSafl8YMPPhDd07VrV6f3fP7558z38thjj2muD/SYRvirXbu25rS87U+o6+np6e6UN8USwy2UQOEM19q1a3HixAnJrL3JZMI777xjyHPI/88AmUwmVKlSBUFBQZKZb6BwNrxq1aqKkaoCAgKYbitms5kZFtoTqHm2UlTAgoICZGRkMLeyoGdZIiMjNX1PpTUr3bt31/XO5NJs2LChyBXj5s2buHnzJsqXLy+xoMTExNifTa9rycnJsZ9jucE55pl2x8nKyoKPjw8zIiv9Xen3nZ6ebr9m48aNIgvgkiVLJGnSLqcFBQWSGdPw8HCJW5PVahXlRc5Cee/ePdF19LtgrXMW0lba2Fxwd2S5hLCCnDjCCvAipCVXxi0WiyRN+l2GhoZK3INyc3MV80LPuPv5+aFChQpMF09H5NagREdHa64PcutQkpKSdLdH9FpSAGjfvr3EEiPM9rPW8zh+F5bbVUFBAdPllf79We5urPoVFhYm+b50vbbZbPYtXCyUK2h+fr7EkipsCeJYTmkLQlxcnGz9stlsTvc2zsrKsufbmYtUdna2/Vql+iW0IyxLQkhIiGK5kPsuSv0Hq57Q7zIyMlJSVln10hFCiMSrply5cvZ7WFv09OnTB1OmTJFNU0v/5cy606RJE811zFmazz77LD744AP7540bN8LPz4/pLio8m9UfFhQUICgoSFI36fpF3yuUMaXnCdAeWXS/kpeXhytXriAhIQHBwcGSvLCWYrDqNd3m08+Rs7hnZmYyl7PIXSu4YALK1iXHfpH+Ts7qF/1dhHYQkLYtgLh9cIR+T6y+2Fn9AqQW7ISEBKf3VKlShXncyP6rUaNGRTaeNorinn93YrigTE1NRevWrXHy5EmRH7WjW6ARgvLu3btYtWoVkpKS7JX5oYcewrJlyzBlyhT7oOPy5cv4888/8frrr7v8TG/EmftOcnIyU1DSi9O1BDVQur5s2bK69xiSC2zQt29fnD9/XjT42bt3LxITEyXfw537ULKCwLAG1XRajs+i83v58mWnQXkAqXsrawBFD1zl1nk5C8rDWocsXKPk2iWkyxIieqPkKbnJqgnKw1rj5SxoCO1iW758eadiEoBslFetAXkAdoccEBAg2+mroXz58njggQfsbosPP/wwSpcuLQk4kZ+fj7NnzzLro2N59/X1lWwxozcoD1D4e6rZNkQuGJCfn5+qwGvC5KFj+aEHYKVKlZKtX9evX2euEXZ8D47C0Oh9KGnRDGgPeiW8J6XnqQnKw5rYcuYSdu/ePcn7cxSRNWrUgI+Pj104ly9fHi1atFBMU0v/5e/vLzvxBQCNGzdWnZaAr68vgoODmd89MDAQTz/9tEhQpqSkIDk5WdO2IQDsW/q4MyiPUoCZ27dvo1OnTjhy5AgqVaqETZs2qYpSTk+IOouiDMgvddASlCc/Px95eXn29+OObUMA5UBhrD1J5bb/YE3E0eVKjcslvaRHLnaII0YF5QHkBSUPyFOyMTzK61tvvYXAwEBcunQJhBDs3bsXZ86cwahRo1C9enXZDX+VGDBgAMaPH4/ffvsNW7duxaxZs9CiRQskJydj6tSp9usmTZqE7Oxs9OrVC2vXrsXy5cvRs2dPlCpVCqNHjzbya3oNagQlULip7ueff24fTNKNslZBKSf+unTpojsok9xC83r16qFp06aiY/v27UNWVpZkvYdSlNfc3Fz7BIfWDjknJ4e5ZozVcGrZn+/KlSuqBCXdQcTExChGoQTYEV4B7duGAP91Yu4SlHLvTKl8szpl1jYXWrc10LoHpYC7BWWtWrVUCVs5TCYTNm3ahA8++ABTp07F//73P3v+6L06T5w4wSzvdL2XG3xq3ecVYAtKNVFelZ7LQs4bxRFHTweB/Px8EEIk67WCg4MlZcQdgjI3Nxe5ublMQempKK+sfkNr/aInxwCxoIyPj8f7778Pk8mE6OhofPPNN0yrpSNaoqwCypEo9QhKQL7/qlChAjNKdEpKiqYor8B/Zcld24aw0nJ81qJFi+xrgi9cuIBvv/3W6T6veXl5EiHnKUEJiPsENVFe8/PzJV4AeusXwBaUckGEWJZRud9SCT2CskKFCszjRgpKx1gonJKH4YJy8+bNGDVqlH0jdx8fH1SpUgVTp05Fp06dMGbMGM1p1q9fH+vXr8ezzz6LTp064a233kLt2rWxa9cudOrUyX5dzZo1sXXrVpjNZvTr1w9DhgxB1apV8ddff7m0XYk3o0ZQ7tmzB40bN8bo0aPRpEkT7N+/320Wyi5dumhKxxG5QUHdunXRrFkz0bG9e/cyOxYlQQnIDzzVWFBY71qrhZLuMFiDdta7pd1mWG4ojh0yIUS3hZLV2Qsdtpp9KI2wUArvzFVBaYSFUq2gDAoKYnoD6BGUrIFenTp1NKdDEx0djbfffhtjxowR1bdatWqJrvv333+ZEY3pyJOsiQBCbXTPuk5OUOrZh1J4LmCcoGRZKIH/rLeOVKlSRTLocqxjdHljudOz7mORnp7OrF9FtW2IHkFJu7uyJn3eeust5OTk4Nq1a+jVq5fT/ltr/yU34I2JiVFd32nk+q+KFSvCz89PMlF369YtybtyzJc7BKUaC6XShCgd/frff/9lLgOh76cnSqKiohT7L4vMHpSAdkHp2Mc6cykXnk3jyj6UdFA4wDsFZUREBFM8Gikok5KSNKfFKT4Y7vJ69epVVKxYEb6+vvDx8REV/oceeggDBgzQnOb48eMxfvx4Vdc2atQImzZt0vyM4oozQXnr1i1s3LjRbpkrKCjA/Pnz3SIoTSaTSOBrhSXOgoKCUKlSJYmgPHjwINMd0jFfSi5DdMOtZsBLD4R8fX2ZAzmlzkXNgFeNhTI6OlrRQnnr1i3Z2Vi6c2dZhYKDg5lWFjX7UBrp8qpVULJcXrXuk6dXUAKFVkq6XBploTRCUMpRu3Zt/Pnnn/bPJ06cQMuWLUXXsOonayKANcNP16/AwEBJaPn09HRJtER3WSidCbBSpUoxr7FYLJI1p1WrVpWUO8e6Q+epVKlSovPCdiRms1nRQgkUCk7aKwNwj6Bk1RM1gtJZ/VLag9IRxzyz1v/S+dCCnDWxcePGuj1slAQlUPgdHN93SkqKosWQ1Wbm5OSAEKK5/xK8edRsoaPk8kqX5evXr7tFUMrtQQm4z0KZmZmJ/Px8Qz0AANdcXoODgzULSkKILkEJFJZVOtK0HkHJKldVq1ZVtSUQp/hiuIXSsbNMSEjAsWPH7Ofu3Lmjaa9DjnPUWCjp0PCnT59mblCtBVYH3qhRI6aFRi2sTr5OnTrw8fGRCMrs7Gzs27dPdCwkJERkQTFyhheQrrMKDQ1lDj60WChZsN4ty+VVqUNW2iePtoKw3oWc1UGPy6vJZHK6kN2dLq90ObBYLMxBuQAtKFnuanI4bsciYJSgrFu3ruZ01MKyUNIiiTVgZv1urDJOX2cymSTfkVW2tKyhBNxvobRarUxBSbefShZKVhsp7FvnbLCYlpYmGfD6+flJtn6hYQ14c3JyFN+XGpfXiIgIzWsoaZdX2t2aRVhYmOKg3iiXV73uroC8SBUEJW1lTU5OZgoIAZPJJKk3OTk5quoXS4SwhL6aJRtKgvLGjRuqBCXd5zgTlHLurgBbFCrVG8d2TElQCueNnBAFPO/yeu/ePclvrUVQ0hhloeTrJ0s+hgvKRo0a4fjx4wCAHj164P3338f//vc/LFmyBG+++SaaN29u9CPva5wJykuXLtl/D4Fz5865ZQ2lK+6ucmkKg+hSpUpJNo533KsQkDZ8LEtGTk4ObDabZFBGXxsUFCQRi/TMutygxFULpRpB6cxCKbd+EigclDrO/rIslHJuokoWDWGGl+4UAwICnM76e9LlFfjv+5w7dw6TJk3C/Pnz7WvkXLVQ0niTy6sctKA8efKkpI1g1U/W78Yq46y6SNcf1m/N+u18fHwkrrfCM51Zx4Q861lDCRQOemlrS0JCgmQQrbSGUk5QsqyT9PdkCUpn1hOA3SYp1WVAKgwJIZIBuZ41ymotlI6YTCZFK6WRFkq9yIlaYW0aLShZrpB0nWDFAVBTv+h08vLymMsrtLq80s9OSUlxi4VSSVC6y0IppG2EhVJ4J4QQ5u8sZwml32VISIjkN3ImKOmxAqBeULLWURolKPn6yZKP4S6vL7/8sn0G94MPPsCePXswaNAgAIVrTaZPn270I+9raPe6oKAg0QBm06ZNEmvMxYsXJZ2GES6vrgpKVifvaJWpU6eOaF3Fzp07RdfSHZmcoFQzA2kymRAcHKwYCVJuUOKqhVLYwsSxg2UJSr0WSpvNhoyMDPtvKOfy6oiwgbmzziw9Pd1pQBYW7nJ5ZQ14gcLvY7PZ0KRJE/tg5+LFi3jhhRck76MoBCXdIbMCvxgJHZk5NzdXMhGlZr1wXl6ebkHJcmFnCUohPceBolYLpTNrV0BAgKygZK17owddSoIyJiZGkq5cvUpMTBStW0tLS5OUZ08JyuzsbGYQNFeD8qixUAKFguzq1avMc0atoXSHoJSzULKEBv0ug4KCRGJMzqqsNwaA1qA89LNZbqmsKK+0oIyMjJSUW7WCUvCCEMq0zWZTnEjSYqFMS0tjliW9Lq93796VrduZmZmSdbVqLJTO6hc9VoiMjFTcMs8RbqHkuILhFspOnTrh+eefB1DYgB4+fBhHjhzB0aNHceLECdSoUcPoR97X0J0EPTCkRRBQ2ADTgsNVQRkaGuo0tLszlCyUgPS70d+BFpQslyFXLCiesFAKWzHQadCzmc6ivCoJSkDskqfW5VXJ3VWAFTREjaB0l8urkoVy8+bNooHOjBkzJPsLms1m1bO7gHEur/Tgs169ek7dGl2hdOnSkoHDgQMHRJ/dbaHUIijVRpelEaybSmVSsCCqFZRBQUGKLq8sCw4drZdloQwKCpJY74y0UDpbr5mXlydaC8sajLtzDSWNkoVSq8sra3IkPj5e4gXjapqAvKBkiSaWoHTEaEGpJuiVkqBk4W4LJaC8RpnGsU9QCsojnDcy6JXSrgYst1eWhVLJ5TUrKwubNm0S9Vt6108C7hWU3EJZ8nHfCOX/MZlMqFevHurWrStx3+G4Dt1JqF1nRa9l1SooW7VqJfrcr18/VQMbJVgNF22hVIK1DlRvhwxIG0UjLJTOOj+hY3ImwpxZKJVcXoH/AvMUFBRIwrXLubyyLBr0wDgtLU2XoNTj8sqaqVWzDyVQ+H1oAXP79m0sX75cdEztHpQCRlkou3XrZo+UDQCvvPKK5jS0YDKZULNmTdExeu212ojGrDLOahucubz6+/vLvnu5CQgj6pdgQVQrKIODgzVZKIOCgpiDRJYVh5UuLSj1egDQ9Zn1rh3zzhqM69mHUq+gVIr0asQaSlcC8sjlISAgwP79aEFspKBUsy0PXb8CAgKYv7kWl1cW9FjCZrMxA5XR9cuxXGsRlM7KmxYLJat+6V2jDLCt0AKsCVEtayizsrLQuHFjdO7cGbVq1cK6desAGC8o9QTSofOcmJhYYnda4PyHWwRlSkoKJkyYgBYtWqBatWp216mZM2fa90HkGAPdSehdZ6W10ahatSr+97//oVWrVnj66acxZcoUXc91JCEhQeQW0bZtW9GMsbPvxhKkRgpKtRZKV1xehXudiXPWGkphDWB+fr4kcAiNYEFhWRPkXF5pC2VkZKRELBklKIU0WBZ2AbVBefz8/JjboLAGyHPnzhV91upmyrJQslwcnREREYHDhw9j3rx52LVrFwYOHKg5Da3QglLNGko1Lq9ya2jpgeeVK1dEn+Wsk0Kajqi1UAr3KdUvrRbK4OBgTUF51ArKqKgo5nYkeiyUrN+JFpSOExgCjt+VHoz7+/vD399f0eX1xx9/RJMmTfDkk0/a20+9Lq9yFsqQkBDN+7OyJkdccXcF2PWjQoUKdjFCD6jp9x8YGCgRLmr6Lz8/P+Z2PnSdo9tSlrurcK8jrlooAWnf6aqF0rEsOhOUSmso6XdkdP+l1UKpRVCuWbMGJ0+eBFAoxj/77DMArgnKevXqiYLQtW/fXrW7rCN0IDtXvdc4xQPDTYYXLlxAq1atkJ6ejgYNGuD8+fP2SnL06FHs2bNHMmjj6IO1YbBeQanVQgkAAwcONHygu27dOkybNg0+Pj4YNWqU6BwdOIRGrYVSbRQ3vRZKV1xehcZbTdAQVkdqtVpx5coVidUxIiJCJBCEwStLUKp1eY2JiYHJZBLNPrMGvJ5cQ8lyeQUKy4HjO8nJyWHu+UfPpGsVlOXKlUOjRo3s1r3GjRs73fJAjri4OAwePFjXvXpwthxBr8ur3ICEDgBBr9lUEpRq97+kEcSXGpdXX19fydYmagWlHgslKxImS1DS7Zcel9fc3FyJoClXrpxE1CsJSuH3kXN5PXnyJJ599lkAhe7ToaGh+OGHHwy3UGq1TgLyFkpXYPUHju2HMwuNmvWMLEHJql9CFGXH9pBuS+UEpdEur4DUcyQqKkoinoX2WWkPSgHH+uVsXb/wbIvFIsl/fHy8SICxLJR6XcoBZUHJyjcr6q9cUB66rh49ehSAa4LS19cX69evx8cff4zg4GBMnDhR9b2OPPzww/Y9z2NjY/Hmm2/qSodTvDBcUI4dOxaRkZE4cOAA4uLiRJXxwQcf1F1AOVJYa448KSjdQWxsLD755BPmucjISJQtW1a2s9Hr8sqa4QWK1kKpxuWVtQWPxWKRuLtGR0ejQoUKIu8AYfDKGiCodXmNiYmR7DeYnp4uGSjoXUNZUFCgGDhE7T6UQGHH7DggzsnJcbqeBtAuKE0mE37//Xd88sknMJlMxaojpS2UNHqD8sgJysqVK4s+0+5hWi2UrP0v5e5TIyiBwsGkY521WCxMQcmqBwLeYKFU4/LKWj+o5PIqfAc5CyUdNG3NmjXM/LtqodTTd3nKQqlFULL6EzVRXuXqlzNBqbb/0jIh6uPjI5uuI5GRkZJ6YbVaQQjB1atXJcF+oqOjReVVj8srK8ptYmKiIYJS7p0pubzSk5+s6PNKFkp6giclJQV37951SVACQLVq1TBnzhxN99CEhYVhx44dOH/+PMqWLatr0odT/DBcUG7evBnfffcdEhISJBHhypQpg+vXrxv9yPsWuoMwmUwoV64cQkNDZfc5ksNbBKUzateubbiglBtc0u6ctIBTa6G02WzIz8+Hn5+fIRbKgIAABAUFybrk0QF5atSoIXkPShZKtS6vLFGblpYm6QDVuMywBEJqaqrs5taAepdXQFoO5FxeafREVk1ISMBXX32l+b6ixpmgVGuhdLbpugAtKGnkLCisNOWiy9JocXkFCt1eaUHJsiKw1hL/X3t3HuZElb4P/65O0knvCw20zb7vsu/70rLK5oYKKiMwgqDI8FXB8QcoKqPgiIgyggoK6qUsjoyioLSoo4IO6LjgwiiiCLKvTe/1/sGbmFSdqlTSlaQqfX+ui0u7Up2qpHNy6qnnOefIsgxJkoQBQLhjKM2sAFAGlDVq1FDNLm0kQ6k1hlLZvn777Tfs3btXdW5WyFDWqVPH8HloCRZQBqtUEH3ejfRfegGlP6MZSuXzlZaWory8HA6Hw1D/ZeTzmJWVJbwhWl5erip3zcjIQL169cIOKL19guj7vm7dugHrWcey5FX0OvRmeRW9nu+//77SAaVZEhMTg/YpFF9MH0NZVFSkmgrZ6/z58xGdqbCqUXYQ1apVg8PhCLljdLlcYdXJx4JeBjbcMZRar71Hjx6652L0Di9gfIyXkTGU2dnZkCRJuE9JSYkqoGzatKnwwhRQB5TeWTCNlryKxo6ZtWxIsDVWlQGlLMuaJa+i0rFIBZR21ahRI92J08zOUCrH2SiFmqE0ugal6Pf9KQNKf6JJPUSzvJaXl/su/CqToRS1r0jN8pqVlaU7HlLZXrz7Kn+nqKgIFRUVwvdq27ZtAT+np6cb7nvMzFC2bds24OdBgwaF/BxKwUpeg42ltkpAKWoboUx6ZeT7PjMzU/OGqDKgrFevnqodhDKG0puZVH4eHQ6HKtiKZcmr6AapXobS6gElVT2mR3fNmjXDO++8I3zs/fffNzwLKQWn7CC8d3BDHbOVnp5eqdntokkvoAw3Q6nVIQdbV9NohhL4o4MJVvJqxiyUygxugwYNhJPnAOoLhKSkJEiSZKjkNTs729AYr3BLXkMNKIuKilRVEf4lr/6MZiiDBT3xxOVyoVGjRpqPmz2GMliGMtQxlKFkKI20L0DdxkSfGdEsr4D2TZvKlryaMYayrKxMNWQiOztbN6BUXpBrBZTAxc+B6L3aunVrwM9Gy10B7QxlOAFl3759MX36dKSnp6N79+6YP39+yM+hFCxD6XK5dGd8NlLyGkr/pTwfZXBjNEMJGA8oPR6PsF/yl56eDofDYTigrF+/vu4YZaMZSuXnNz093dAsyuEGlMXFxargTnReXqEGlKIbNp9//rmq3TGgpGgxPaCcPHkyli5diqVLl/o6yJKSEqxfvx5PPvmkb41KqjzlBYG3ww01Q2mXcldAvRalP7MDylatWul+GUcyQ6l3weutANDKUCo7JlHHqVXyqjXRhlaG0qyAUhSYKANK0SQO/uV5ojJvrZJXrUl5/IW6BmU80CtRCneWV632lZ2drfvdo1fyanT9S63fC6Xk1Z9WQCl6Hd59w52UJ5Ilr4B68g5RQKk3hlIvoNS6YbNz586An0Ppq7RulIZT8upwOLBs2TKcPn0aH330kXB25lAFy1AC+uMozc5QNm7cOOBn5Xi+UALKUPovSZJ0P5PeoFrUBrUCSmX7CmdSHlFAKaoAMKv/+vXXX3V/R3neosBY67sCEH8X7dixQ7WtqvVhFDumB5TTpk3DDTfcgDvuuMN397FXr1645pprcP3110d11sJ4p5Wh1OqktTrNeA4ow50lD7g4JjU/P1/zeKFkKL3HNGNSHm9AaXRZg5SUFM0MZSgBpWhSHtEdXrPGoCg/36I1Hv07ZVFA6T/Lqz8jJa/+U/5XFXoBpejzXpkMpSRJulnKWGUoQw0ok5KS4HQ6Ve9PqAGlkQylWRkUQBxQ6q0pqZWhFP2dCgsLhRkUZQVBKBnKlJQU4WfJKv2X8vspKytL1RfrVQ+ZOcsrcHEJCD2hlLwWFRUZmkXZSP/l/Uxr9V/KQKxu3bqmZCiVbTfSGUq9clf/8/ISTfaVkJCgOcur6LtIuSxfcnIyJ8ShqInI1dLTTz+Njz76CHPmzMGkSZNw55134oMPPsCKFSsicbgqK5SAsn79+ujcubPweazSIRvhnelVJNxlQ/TG8OiVvWplKLVKXs3qkL0leaLxbqIMpagkz3vxqnVxInrfRJPymHWH10jJq3KZCSCwE1bO4idJkuZFr5GS16o0ftIrmhlKQL+kONQxlNEIKEVrMXrbodZalOFOyiMKKAsLC1UXouEGlMqMaLglr1oBpZGS8lAylJIkCQMyq/RftWrVwg033OD7+Z577lHdkIpmhtLMgLK4uNjQLMpG5gDw3twUBZSi/ks0ljicWV6Vn9+MjIyIZSiLi4t1Z3gFgo+h9P59Qil5Vf59LrnkEtsMZyL7M32WV69u3bqhW7dukXp6QmhjKDt06KA5PkoUiFmZ1kyvRiblEV146nUYepM1aGUoveND/Msxi4qKVGtDihidlAe4eIGlPI5WhlJ5YRNOhlJU8qrMOESy5LV+/fp4//33A7bpZShTU1N9nSkDSmNCDSiNBHZ6f38rZihDGUPpf44ZGRkB30uRyFAC6vVww1nWQCRYQKlV8upyuVTfQ0YnvQp1eEb16tVVmR8rZWBWr16NGTNmIDk5WVhNoxdQmr1syKWXXqp7rloBpXcZLf9ZWI3esDFyQ1QvoDS6zqvepDwpKSnCfsFIyWssM5TKgNL7eQhlllcllrtSNEW0nstbJqf8R+ZQXnB776yLOukOHTqoxlR4WeUOr1FaE/OYPYYSuPhetmvXTviY3npbog7GrA7ZfxZlZWcXaobS7JJXM+/wKj/ftWrVUi3PECyg9FK+nqNHjwa9214VA8pmzZppPmZkltdQLngB/YAyFmMoMzIyAi50lfsps3r+5yhqC2VlZarlEUQB5dmzZ1UXvKIxlIA6oAx3DKVSuBlK5f97f0+UQVEKpeQVEN8stVL/JUkSOnXqpDk0I5oZytzcXN2ZZUPpv6wWUOplKJWfEb0xlFYqeTUaUHrnDjDSvhhQUjSZHlAWFhZi5syZqF69OtLS0lC9enXVPzJHKCWvHTt21MxQWqlDNkIUUEqSJLxTXdmAEtAue9XKUIqe08ySPL0MilaGUmvZEKMlr0ePHlV1tKJZXkVjKI1kR0QZJ+WFc/Xq1TXLfwB1yav/50H5eg4fPqw6hxYtWgT8rDejcLwSjfvyMpKh9M5u6C8aJa9mZSiVF+DBMpT+QYDooldrnVfl5/jQoUOqNVezsrKE6/qFk6EMNvOm93ii70svvdce7jqv4WQolayUoQwm1DGUlem/JEnSzVKGss6rmf2XN6BU3hwELvZfohuiepPyKPs75WfqwoULKC8vN5ShLC4uVu1nVsmr8ljBJuXRCiiBi68/WKkvwICSosv0ktfp06fjhRdewOWXX44WLVoY6uwoPFoBpehLpH379poTwtgtoBTd/U1LSxNOoGJWQPnwww+rtoeaoQw2IY//uZiZoRRNZnH+/HmUlpYazlAqy12BixffymOJOrpwOuTS0lL8/vvvAdu8AaV/h280Q6l8/aLp3J944gmMHDkS58+fR/fu3TFs2LCg5x2PmjdvrnrvgehnKEMpeTVrHUr/8ZNAaAGl6OaK0YBSNCOk98I7IyMjIIgMJ6D0zryp9R3Utm1buN3ukDKU/n+fcJflibcMZTCVLXkNtf9q06YNCgoKhI+FElCaWWHjbSdGh2wEy1Aq+yDRZ+TcuXOqz6NoDCUQXvsykqFs2bIlPv7444Bz8mc0QwmI+y8RBpQUTaYHlJs3b8ZDDz2E2bNnm/3U5Ke8vFxVgujtrBo1aoQ2bdrgyy+/BAAMHjwYNWvWREVFhfCiwk4dMiAOKEWlYYA5AWXPnj3h8XhUvxeJDGWoAaXygrewsFBVYqe1rMGpU6cMB5RKDodDeIdXlmXVcjbhluQpx8mGmqHUK3lVZihTU1MxYMAA7N+/H7/99htatmwpnPSoKmjevLlq+nmn0yn8G1V2Up569epBkiRVdg6IbIZS6yKxMgGlaIIP0TmJJuVR3rBxOp2+fTIzMwMucpXBvtGbtnoB5dixYwGIA0Mv5Wv3fw3K3ztz5oyhAN+MDKWd+q9olrwC+hPzRKKkPJRJeQAYDiiVQslQAheDNyMZSkB9oz6cMcplZWWq5U+UAaXRDKXo9f/2229BzwlgQEnRFZExlO3bt4/E05Kf48ePqy7CvJ2VJEl49913MXfuXMyfPx8vv/wygIvr+IlKzOw2KU9mZiby8vICtmm9BjMCSo/Hg759+6q2hzoGJZQMpV4n5l+WF2yMl/c8RQtqiwJKrZJXpezsbEiSZNoYL9HfQHkBECygVN7x1St5VV6Ue19HTk4OLr300iobTALiiXnS0tKEswVWZtkQ72NaszZHIoMSyQxlZUpelTIzM33vt7KNKZ/TSPsKtl+wgLKiokJ1w0YvQykqKRfRKwE1ur+dSl5DDSgrs2wIoD8xT6glr2ZV2CgDSn/nz59XTfQmylD67xdsDCUgHqOcnp5uqKQ83BuiyiEiyhvhRjOUiYmJqvJgZijJikwPKMeOHYutW7ea/bSkoMwCAYEXQ9WrV8cDDzyAefPmBVyQiCbmsdMdXi/l+LZQAspwxviJxlGGkqGM1KQ8yg5ZFFAmJycLO86TJ0+qzslohtIb1KampqpKjZXBmlmThoQaUPr/fZSfA+VFi91uqkSSKKDU+qxXNkMJaI+jjMWyIcECSr2yT9E4ZWXw550BOlhA6X/RrVV94RVKhlKkSZMmvu9TZbv3nr9ojVf/16D8Wxm54M3MzDT03evP7hlKvQDa7FlegYv9pNayEbEqedULKEVl0qKAEvijLSoDyszMTNXxtTKUgPq734ySVyWn04kmTZqozsmfVmZWkiTVZ4MZSrIi0wPKJUuW4PPPP8esWbPwzjvvYPfu3ap/VHnKgDI9Pd3QF1+8BpSVKXk1EswMHjw44GfRBBb+olXyajRD6T1n5b7hlrx6A8qEhARVh6wsGTIjoHS5XKhZs6ZpJa9KDCj/oJWhFKlshhLQHkcZiWVDvO0lGiWvogyl9zVZKaAcO3as7vI6gPhCv7IZylDLXQH7j6FUfr78RaLkNSUlRbN9RbLk1WhAqfzsij5nKSkpwr+xd19RIKa8ASbKUHrbq7J9RWIW5Q4dOgSdlEcrQ6n8f8B4hlJZyUUUSaYHlBcuXEBZWRkee+wxDB48GJ07d/b969SpEzp37mz2Iask0ZqARohmerVTh+w1YsSIgJ/79esn3M+MklfgYgB74403+n6+8847dRcMDndSnmAZFI/HE3AhECxDmZCQ4Ou0RUuHhFvy6l++EywYC7fk1V+XLl2QmJiouSYXoF/yGuz5GVD+oW7duqr3SyugNBLYBfv7hxNQRipDGWyWV9H4ZC8jk/IYDSj9nyvSAeWYMWN8/69V8ipaoqCyAWWoE/IA6gtkh8MR9P2xEpfLpXm+kQgoAe2yV73PYCRnefV//UYrbPzXFPbSCyiV31eiSXm0MpTKz7oZGcr+/furglyjJa/K/weMBZSJiYkBN5+JIs30gUI333wzPv30U8ycOZOzvEZQuAFlvGQoBwwYgGXLluGVV15Bt27dMH36dOF+lR2D4u+5557DtGnTkJKSEnRJiUhlKJUdRLAMZUpKiq8jFmUowyl5bdKkCRYsWOD7OdgFnV5psJfT6dScnAWAbwyr8rzCLXlVYkD5h4SEBDRr1gxffPGFb5vW39CMDKVWyasVxlAG679CnZTHe97BAsouXbr4/j9Y+6rMGMpatWoF3OTVCiiVF+OpqakB47qUv2fkgjecDGWtWrUwYMAAbN++HcDFYDhY9YHVVK9eXbeSxJ/ye6u4uFgVQAVrX23atMGmTZtU2yNZ8hrKpDz+lJ8z7w1RSZKQnp4e8Lj3/0XLjCgDSq0xlEDw736zAkrRepIlJSW+5w8loDRS8pqbm6t705vIbKYHlAUFBXj00UcxefJks5+a/JiZobTjxbQkSZg+fbpmIOllVobSe0z/Cz09lV02RKsTCxZQnjx5MuDnYAuva2VQ3G63MMDr27cvNm7cGHAeehe8DocDPXr00Hzcy7usgdZFizcDHe46lMEuOu2U5YiG5s2bBwSURjOU5eXlqgujSJS8VjZDGW7Jq1IkSl779u2Lu+++2/ezWRlK0d9hzJgxAWOgtcZQal2MexlZ51UpnIASuDiT/HPPPQeXy4WbbroprOeIpRo1auCHH35QbTeSoQTUNw3DzVBaoeQ1WIYyOTnZFxRlZGQEBJRaYyhFJa8nTpxQnb/3M2zGDRu9Nuh0OtGzZ09hOe/58+d9v6s1yysQ3g0bjp+kaDO95DUtLQ3169c3+2lJQblkiNGAsn79+gEdeUZGBurUqWPquVlJZSc1CJeRDKXoYjVYhxysJE+UofRSZihFJa/e90uSJLRt2zbgsYkTJ2Lr1q2qoFavQx4/fjxq166t+bg/rb+D0+n0BaVmTcqjZMebKpHUrl27gJ/r1q0r3E/0OVVeOEVrDGU01qFU0rthc/bsWdVnMlhAOWrUKLz11lsBj5sVUIqCPO/srsrz89LKUCoDSuUFr/J7SHQjM5ySV++xbr31VkyZMsWWFVBaM70aDSiVNw2NZCiNHk/rOc0KKJOTkwP+ZpUdowwYK3kVZfTMzFBKkqS5X+fOnZGamips8/7fD3oBZTgZSgaUFG2mB5Q33HCDb5kKihxlhtJorbzL5cKTTz6JrKwspKamYtmyZREJqKxC2SGXlJSEXDIUDiPLhohuvESi5NVLlKHUC66ffvpptG7dGnXq1MGyZcvwzDPPCDtNrQteSZIwd+5c4WMiWq+5c+fOmos8Gw0oOSlPaCZNmoR69eoBuHgBPGXKFOF+orYTagYlNzdXuE9lM5SipV/MDij9z9HIIune/ZOSknzvr9fEiROxfv161XvRtWtX3XMwGlT99NNPqm29e/cO+NnoGMpgAaVS8+bNVTfDws1Q2p1WQCkKOETtItSAslGjRsK2FItZXpU3NUMJKJWfOa2AMiUlRZWhVK5pDGhPyqNU2THK/fv3952Xkn//FUrJq3JJEtENPwaUFG2mB5Rt27ZFQUEBxowZg1WrVmHjxo2qf1R54Za8AhfvSh8/fhxnz57FhAkTzD41SzFSMmR0DFIojHTIollLvR2o0YDSSMmQVygZSuBiIPfll1/iwIEDmD59uuZ4DK1g7JprrkHTpk2Fj4lovWb/NUDDLXnlpDyhycnJwTfffIOPP/4Ye/fu1RwzbEaGUpIk4TjKyl7wiiovggWUwdqX3jmKPkPK0jT/CoDHH38c6enpSE5OxoIFC/DMM88Ig+AOHTrg8ccf13w/jK7DOHr06ICfGzdurDqe0YBS+VqN3LBRLr3UvXv3oOccjyqboQy1pNzhcAjbbyxKXpXBW2UzlLIsG8pQKgNKh8Phe2/NmFRObz9vQOlyuYTLmXiJxoJ6BRtz3alTJ9U2BpQUbaaPobz++usBAPv378c///lP1eOSJKnWgKPQVSagBFBlBmubUTIUDiMlQ0lJSRg5ciReeuklABcvDL0dQ7hjKEPNUOoFlEZp3eG95557Qnoerb+D/wy+kSp55RhKteTkZHTr1k13H9HfTDkTqpH21bBhQ+zduzdgW2UzlHXr1lVl5fTGUGZmZqoCrFACSu+arBUVFb5tyjJT//di5MiROHXqFEpKSoJetM6YMQPjxo3DkiVL8MQTT/g+9+np6b4L1mCGDRuG1157DcDFyU7WrVun+3qAP8ZQKi/0lRfsRkrK7777bhw/fhz/+9//MGPGDNVC71WF1lqUogBPayy7PyPtq02bNvjss8+CHk/rOc0KKEPNUPp/34sCyqKiItV7IxpDqQwo09PTfddAwaq7KpOhdLlcAXMIpKSkBFQq+fdfoZS8KrVt2xabN29GaWmpbxsDSoq2iEzKQ5EX7hjKqiZWAaWRSXncbjeeeOIJ1KhRA0ePHsXs2bODZiiDjaHUu8MrWjbEjPGkovd4zJgxaN26dUjPI3rNykl9uA6ltZixJAwgHkcZyhjKsrIy1R1+URmYXoZStEZgKAGlJEnIyMgI+H5RBpTK1+SdjMqI6tWrY9GiRZg9ezbWrl2LgwcPYurUqUEvNr0mTZoEANi5cyeuvPJK4QRjojGUsiybkqGsW7cu3n77bUPnGs+0MpSiz7skSfB4PLrjg420L+XEPC6XS/ezXdlZlLWCsMqUvIqW91AGYd7fCTaG0r98Nj8/Hy6XKyAY82e0fYr+Dl27dlXddPK/dtPLUOpNyqNUrVo1tG7dGnv27PFta9KkiaHzJjKL6QGlf3maEc8//zwuv/xy1RcN6Qt3DGVVI+qklR1HrDKUHo8H2dnZeOyxx1S/H+4YSv/sCKA/KY9ZGUrRWKhQs5OA+DV36tQp4OJAax3KiooKVYfs/3uclCcyHA4HnE6nKivpz0j7CrXk1UipbbQDSuDiTZtQAspw5OTkYObMmSH/niRJmDx5su4M7KL3vKioKORJeZTsuDRVpIgCSv/ZTJWysrJMDyiDVWQY6b+Sk5M15yMwmqFU9l+hlrxqBZTKDKXeDZGmTZtizZo1uO6664TnXJkMpbJ6QO+GaChjKJXS09Nxzz334LrrrkNJSQn69eunGh9NFGmmj6EMRXl5OSZOnCicLIC0ybJc6ZLXqsLlcgVMiy8Sywyl0d/3qswYr0iVvPbr1y/gYmjUqFHo2LFjyM8j+jv4l7sC2utQii4sOMtrdARrP0bu8CszlMEyd6JjKi9GRbML62VQRAFlKOtQAurPUSQCykgSBYaFhYWVnpSH7esPWgGllmCTMhnpv/r06ROwBvXVV1+tu7+RknLRTaDKlrzqzQEgmpTHaIZSSflc1157LZYuXSrc12hAKcrgKgNKZaDrzVCWlJSobsqFElBmZGTgiiuuwPfff4+dO3finXfeCXrdQ2S2mH/i9MYGkNi5c+dUWTYGlGKSJAW9iItlhlKL0ZLXYJ1dqMuGhPNe1K9fH2vXrkXXrl0xYcIEvPDCCyE/B6DOrgLqigetO7zKclcgMEOZmJio28Hygjd8wQJGI58pZXl07dq1dcd5i46pvBhNS0sLmIwkISHBd1HtcDjgcDgC9g8nQ6n8blF+jpTl9XYNKINlKHnDxrhQA8pgY2SN3LBxOp346KOP8OCDD+Lpp5/WDJ68jJS8hhNQBpuURzl7aagZSm8pb6gBJQDcdtttwsoao9dWP/74o2qbcgy6VkApCoxDzVACQL169dClSxfVdxtRNMQ8oKTQKcdPAgwo9QS72InELK9Glg3Ru9A2OilPZTKUZWVlwomCwnHdddfhk08+wfPPP2941kkl//EfXj179gz4WSugVE7IAwR23nrrhAGclKcytCYZ8TISUDZq1Ag33ngjgIt/qzlz5ujubySg9Hg8WLx4MbKzsyFJEhYsWBBQnq18DrNKXvVYfYkmUWBz4cKFSo+hZMnrH0QBpV7AECygNPqZql69OubMmYPJkycHDTiM3BAVBZTBZlEOlqFUCjWg9O6vDNyU8vLyhNvvv/9+TJs2zfdzixYtgk5MpkfZn2r1X8pyV+W+RjKURLHGgNKGlOWuDoeDHbaOYB1uNDKUoju8ZpS8ViZDKRLLDIponJDycy0aQynLsiqgdDqdqvdG6z2VJCnoBQhpGz58uO7jRtvXc889h88//xw//PADpk6dGvJzKrMbSUlJGDJkCA4dOoQLFy7gr3/9a8Djys+H6KZcqAFlsBt7Vs9QulwuVbAhKnlV3jRiyatxiYmJIQXkLVu2FN7s8IrWOsrK/is7Oxvt2rXz/ZySkoJmzZoBCH9SHqVgk/JoLbUR7KamdzUCJUmSsHz5crz77rt4/vnn8cknnwiX8hFRLstzzTXXqPbRylCKAspQlg1h+yIrYEBpQ6IJearKMiDhqF+/vu7jdi55DdYh+3dEwW46SJIU00z3lClTAn4eO3asah9lxyrLMi5cuCBcg1LZJrQuctLT0znepBK0Ls68jLYvSZLQtm1bNGrUKOi+TqfT8NjoxMREYXuKRIYy2Hg3qweUgHgtyspOysML3kDKLKXe+5eQkKAaS+4vVjdEPR4Pnn76abRv3x5NmjTBmjVrfN/PVs5Qjh07Vvf9BIABAwZgwoQJId2ov/baa33/n5KSgiVLlqj2MZqhdDgcAf0VKwDIDngVZUOckCc0V155pe7jdpmUx+PxqC5IQ5k0xOFw6F7YDRo0KKalnxMmTPC97pSUFPz9739X7SO6U3v+/HndNSi9tN4rXuxWTtu2bXXXFIxESTlQ+coD5UWaqBQx1IBy6NChuvvbNaAMVvIa7HXxgjeQ8rMWLAOlV/YayxuinTt3xu7du/H999/jiiuu8D1mVkCpd0M0nAyl2+3G4sWLdY8Zrquvvhrbt2/HkiVL8OWXX6JWrVqqfYxmKFNSUgJuiDJDSXbAgNKGuAZlaK699lrdMSN2yVCKloYJpUMG9Md4LVq0SPe5Iq1Xr17Ys2cPnn/+eezbt0+47ENlAkqtixx2xpUjSZLmlPtOp9NwyVioKjsZUH5+vu//k5OThVmLUCflqVOnTsBEQMH2tyJlQCla748lr5WjHHcc7P3TCii9y/aYzUjJazgVNsEm5VHSy1BWVFTgyJEjwv21MpR33nmncOynWfr3749Zs2ZpHiOUgFLvZ39JSUlB30eiaGBAaUPMUIamRo0aGDJkiObjVsxQirJpor9zqMsaaI2jvP7669GhQwfd54qGFi1aYMKECcjNzRU+LrrwOn/+vLDkVUnrveKEPJWnFVBGchKaymYo//73v2POnDkYP348duzYIQx6Qg0oAf0spdUn5QHUr+n3339X7cNJeSonlJJXAGjevLnwOzFSnyejJa9aolHyCgCHDh0K+NkbeIm+/91uN+666y7d40WaVsmr8oZNKAEl2xZZhekBZbBlQPxLZxwOBwoKCnwDuckY0RhK0jdhwgTNxyJRklfZDKWoo41UhjIxMRELFy7UfR6rSEhIUF3wFhYWsuQ1xho0aIAePXqotkeq3NXIcxspeX3wwQfxwgsvoFOnTsJ99G7YeJcoUNILKO2YoVRetAOhjaFMTk6OWJbarpQ379q0aaO7vyRJwgx6tALKUPuvSEzKIwqclJ9N7/6ZmZmqz+TKlSuDlo5GWiQylOy/yCpMDygHDhyoKkPw+vTTT9G+ffuAbX379o15I7cbZihDN3LkSGGHlJiYGJEJjSpbMiRa2F0UUIaaoVSOhQKAGTNmBJ24yEqUr0mUoWTJa/SJJudRrpdrpmjM3qx3wasVRPXq1Uuz5M6OAeXhw4cDfk5ISFD12S6XS3OSJLYvtfHjx2PEiBFwOBwYOHAgbr755qC/IwooI3XDJhIlr4mJiZWaA8DpdKo+d1oBZWJiYsDyH9dddx3Gjx+ve6xoMDopDzOUZEemB5TffPMN2rZti+3btwdsX7p0KXr16mVK8LNq1SrhVP+yLGPlypXo2LEj0tPTUa1aNfTt2xdvvPFGpY9pJQwoQ5eUlISrrrpKtT1aE4aEumyI6PFwljVQdkRt27ZV7TN37lzd57AaUaeszFCGUvLKC15zXH311aptohsYZgnWfswI3sIJKBMTEzFw4MCInVOkKV+XsuQ1PT1ddRNOkiTN94PtSy0tLQ2bN29GWVkZ3nnnHUN9uGgc5W+//RaJ0xP2X8plnUINKLOyslSfm1AnvVIGT1oBJQA88sgj+PDDD/Hee+/hhRdesMRM+EYzlMrXrVcBwPZFVmF6QPnFF1+gZcuWGDx4MObPn4/jx49j9OjRuOOOO/DnP/8ZH374YaWe/+DBg5g9e7ZwYdp58+ZhypQp6NKlCzZs2IDVq1fD7XZjxIgR2LhxY6WOayWclCc8N9xwg2qbMrNlFmVnK1orMVgGJRIZyssuuyzg50cffdR2JdNGAspQMpQcQ2kOvbXyIsGqGUpAu+zVDgGl8hyVF+1aF7Ba7wczKOZo0qRJ1I4lajvKm0OhBpSi79lQA0rlZ08voASAnj17om/fvpZZFoolrxTPTB/YULNmTbzzzjuYP38+HnjgAfztb39DUlIS1q9fL1xXLlS33HIL+vTpg+zsbKxfvz7gsWeffRa9evXCU0895duWn5+P3NxcrFmzxpTjWwEzlOHp1atX1I4l6lCVa7kFy7Aog0UzxlBeeeWV+Pnnn/H2229j8ODBmDlzpu7vW5EooKzMpDzskM2zbt26gNLX4cOHR+xYoWb4w6HXvvSCQ62A0g6T8gQredUKEJmhjKxoZthEbSeUG6JaGUqlygaUJ0+e1N3fasIteXU4HHC73aqJ/QDesCHriMhtG+8C6QkJCSguLkbNmjV11ykzau3atdixYweefPJJ4eMul0v1hePxeHz/4gUn5QlPQkICRo4cGbCtadOmETmW6POmDChDzVCGM8ursmNyOp246667sH37dtx1112WKAMKVbgZSgaUkTdu3DiMHj0awMWMRCTLqYNNCmJGViLcDGXdunWFk83ZIUMZbFIerQtYrdfG9mWeZcuWBfys7M/MYuR6KRoBpfK7PthnyerzcYSbodTaBrB9kXWYHlCePXsWV111Fe644w5MnjwZn376KQCgc+fOeOGFF8J+3iNHjmDmzJlYtGgRateuLdzn9ttvx1tvvYVnnnkGJ0+exKFDhzBr1iycPn0at912W9jHtpLy8nKcOnUqYBszlMYtXbo04IvZfy06M4k6VOUMyMEyKDVr1gz4uU6dOqp9Qr3DGw/MLnllh2yehIQEbNq0CQcOHMChQ4eEM7+aRa/9mHUDMdyAEhCPebNjQFlWVhbwM0teY2fKlCno2LEjgIvfg5GqMKlsQCm6eWdGhjLYtY7V+ztlv1RSUoLS0tKgy4ZobQPYvsg6TC957dChA44cOYKXX37ZNwnKf/7zH/z5z3/GjTfeiPfeew/PPPNMyM87bdo0NGvWDFOnTtXcZ+bMmUhKSsKtt96KSZMmAbiYvdu8eTN69uyp+/zKdQK94wVKS0sjOlOhiPd4ouMeP35cFZikp6dH/RztqlatWnj99dexcuVK1K9fH3Pnzo3Ie+dwOILu43Q6dY89adIkfPLJJ5BlGa1atULv3r1V+wfLwgQ7hh0pL8rPnDmjGt+TnJwc8LpLS0s1M5QpKSlx9x7FmnfNvEi+r3rZeY/HY8qx9TL4SUlJuscYMGAAVqxYEbDNDu0xWNVDWlqasI/SCpb996fKkSQJH374IXbv3o06deogNzc3Iu+tkey+w+HQPLbo9zMyMkLuv1wuV8DvdO/eHS+99JLm/m6329KfNVHbOnXqlGrIhuj7SytYTk1NtfRrjjd8r7WZHlCmpaVhy5YtaNy4sW9bcnIyXnjhBfTt2xe33357yAHlhg0bsHnzZuzZs0e3g3/uuedw++23Y/r06Rg6dChKSkrw/PPPY9SoUdi4cSMGDx6s+bsPPfQQFixYoNq+devWmN312rZtm2rbwYMHVdt27doV0fXe4tG4ceMAQDUbsVkqKiqC7rNr1y7hGm9e1apVw5IlS3D06FG0a9dO+Hn44osvNH/f7XZjy5Ytxk7YRpTjZr766ivV+/jDDz/gzTffDNim1Ua++eYbQ38vspZjx45pPibLsurvH44DBw5oPnb69GndY3iHfniHKFSvXh2fffaZ5cvMf/31V93H3W6377vI/ztJWbbn9fvvv5vyt6BAR48ejdhzy7IMSZJ01xX/97//jW+++Ub4WHl5uWrbsWPHVJ+DvXv36p7HBx98EPC9nZaWhoSEBM3v63379ln6s6aspAGAzZs346effgrY9uuvv6peh1Ygc+DAAUu/5nijzCbTH0wPKD/++GPNC7dJkyahW7duIT3fuXPncOutt2LGjBnIy8vzlXuWlJQAuHh3x+VyoaSkxJeZXLx4se/3hw4din79+uGWW25RNVp/c+bMwaxZs3w/nzlzBnXq1MFll10W9ZKC0tJSbNu2Dfn5+aqSkE8++STg56SkJIwZMyaap0cGJSYm+j6nIoMGDUKjRo0qdQzR5DNe6enpGDZsWKWe34refvvtgBsBubm5+PLLLwP26dWrV8BrLy0txdtvvy18viFDhpgyxpui6/XXX8eOHTuEj2VlZZny2f/+++81H2vYsGHQY9SsWRNz586FJEl4+OGHfeWKVvbdd9/pZoFmzZqFJk2aqPqoZ599Fnv27FHt37Fjx7j8Hop3Ho9HtVSIv+HDh+vOkO1wOAICy06dOqk+B8qbg0qjRo1SZTHXrFmD9957T7h/165dLf1ZEwWFXbp0UQ0Ha9++vep1LF68GD/++KPq93v06GHp1xxvIrkUlt2ZHlAGy5S1bt06pOc7duwYfv/9dyxZsgRLlixRPZ6VlYVRo0bh7rvvxoULF9C5c2fVPp06dcKOHTtw7tw5zQWn3W638NxdLlfQOv9IER1bObFLtWrVYnZ+pM/j8egGlGlpaZX+2+mNyUpOTo7Lz4ayDV+4cEFVMpSVlaV67VqlfDk5OXH5PsU7vc9+UlKSKX9TveqUlJSUoMfo3bs3Pvjgg0qfRzTp3aRq0KABLr30Ut+4Sv8+Sqtvzc7OZvuyIbfbrRtQBuu/3G53QDZH9D2r176SkpKE12RXX321ZkCZkZFh6c+ay+VS3WguLi5WZb3S09NVr0OrffEaMLr4XmszPaAELpY7bNmyBXv37lV9IUmShHvvvdfwc+Xm5qKgoEC1fdGiRdixYwe2bNmCnJwcXxbxk08+wY033ujbT5ZlfPLJJ8jKyrL8DGBGcA1K+4jGsgZ6453i4fMuwkl5CLD+pDx2pfe6RowYoVmyy2VD4kuos5ArJSYmBgRKoU7Ko/V5Gjt2LKZPny4se7VDm0xNTQ24jjt//jxneaW4YHpAefz4cfTu3RvffvttQA2+fycUSkDp8XjQr18/1fbVq1fD4XAEPDZ27Fg8/fTTcLvdGDZsGIqLi7FmzRr8+9//xv3332/5sStGcA1K+7Dywut2puxYz5w5g6KiooBtRpcNcTgccRt4xzu99sOAMnx6md8RI0ZoPsZZXuNLsGVBgl1P+Q9RAoB69eqp9tFrX1rfyzVr1kTfvn2FiQY7tMmUlJSAgPLcuXOVCijZvsgqTF825J577oHH48HPP/8MWZaxc+dO/PDDD5g1axaaNm2qO8lBZa1btw5/+9vfUFBQgCuvvBI33XQTDh48iLVr1+Kee+6J2HGjiQGlfQS7g2vGRS8zlBcn/VASle2J3quMjIy4uNFUFTFDGRl6s0n27dtX8/e4DmV8qWz7uuOOO3zfrQMGDED79u1V+4Tbvq6++uqQf8cqlDc7z58/X6llQ9i+yCpMDyjfffddzJo1C3l5eRcPkJCARo0a4ZFHHsGgQYMwe/ZsU46zevVqVZmbx+PB7Nmz8cUXX+DMmTM4fvw4Pv74Y1x//fVxc9GoDCizs7NjdCYUjF6nm5CQAKez8gUCVfGCV9mxHj58WLWP0ZJXdsb2xQxlZGi9rssuu0w3yGDJa3ypbPuaNGkSvvzySxQUFGDr1q3Ca7Bw29fYsWND/h2rUPZfRjOUrAAgqzM9oPz1119Rv359OBwOJCQkBDSUyy+/XLj0ARnHMZT2EY0MCjOU4unzjZa88mLXvmLdvvRKQ+1M68JVr9xV7/d4wWtPZtywadWqFfr166e5LnO4AWWNGjWEGU87BJTKvuns2bNhZygTEhI0J+shijbTA8qcnBzfTKR5eXn46quvfI+dOHHCNzschYclr/YRbAyKGcIZg2J3wV6Xx+MRZn8ZUMYXvfZlVrBXFTOUWu9dsKUJmKGML1YvKR81apRqmx36PGUAeOzYMdV6n6LXLnpt6enpcVN9R/ZnekDZsWNHfP311wAudkD33Xcf1q5di1deeQVz584NeR1KCsSA0j6iUZKnl0GJ1wveYBcNeksDKemto0bWFo0L3oSEBNU6eF7x2r5Er6tdu3aoWbOm7u+JAlGn0xm3mdx4Z/WS8mnTpgWcR15eni2y4cr+68iRI0H30dpmh9dLVYfpAeX06dN9dyTvv/9+5Obm4oYbbsC4cePgcDiwdOlSsw9ZpXAMpX3oXfAyQxm+YBcaWuvoMUMZX6JxwQtot7GqFFAOGDAgrN/jpFf2ZfWAsnr16njqqaeQkZGBrKwsLF++XPPmj5Uob3iKJpUzGlCy/yIrMX3ZkEGDBmHQoEEALjb4PXv24KuvvoIkSWjevLkpE5FUZRxDaR/MUEaGmRlKdsj2FY0MJXDxore4uFi1PV7bl7eMzr8M74orrgj6e6L3gxkU+7J6ySsA3HTTTRg/fjwcDodtblwYmaVc9Nq1btgQWUXEb+dIkoQ2bdqgdevWDCYrqbi4WDUbGANK64p1hxyvGcpwA0rRe8UO2b6YoYyMtLQ0DB061Pdzv3790L1796C/xwve+BLrG6JG+y+n02mbYBJQ90/KklePxyOcxIglr2R1EYvwvv76a/z888+qBccB7SmfSZ+y3BVgQGll0ZiUJyEhAQ6HA+Xl5arH4vWCN9iFhlbJa0JCAjweT8B3Ei947SuaGUqReB4b+Oqrr2LVqlUoLy/HxIkTDV2wi94Pti/7snrJq10FCyi1+jeWvJLVmR5Q/u9//8OVV16J//73vwCgmr1KkiThxS8FJwooOamIdUXzglfUpuI1Q5mWlqYKDP3l5ORo/m5ycnLA77H92BczlJGTnJyM2267LeTfUWIGxb4YUEaGsl8+e/as7uN629m+yEpMDyinTJmCw4cP4+9//ztatGihW9JAoVEGlJmZmSwjtrBoZCiBi2VDouAqXjtkl8uFSZMm4YknnlA9JkkSrrvuOs3fVWZReIfXvqJ1w0arD4vX9hUulrzGl1gP2YjX9hVs3UitygdmKMnqTI9Gdu3ahZUrV2LcuHFmP3WVxwl57CXWGZR4zVACwNKlSzFq1Ch89913KC4u9k2a0r9/f92liVq3bo2DBw/6fm7btm3Ez5UiIxrrUAJVM0MZDgaU8YUZysgI1i+z5JXsyvSAsnr16vyQRwjXoLSXWGdQ4jmgTEhICJhR2qj7778fP/30E3755RfcddddaNq0aYTOkCKNYyitRfR+sCTPvhhQRkawDKVWv82ScrI60wPKqVOnYuXKlQGzxJE5GFDaS7RKXplBMa5du3b47rvvYn0aZIJYBpQul0v3YrgqYoYyvrDkNTLCDSiZoSSrMz2g/L//+z/85S9/QceOHTF06FBkZ2cHPC5JEu644w6zD1slKANK5XtL1sIMJVHkxLKknNlJNdF7zgte+4pG+9KbAyJeA8pg/bLW605KSlKtD8sMJVmJ6QHlzp07sWbNGpw4cQJ79uxRPc6AMnwcQ2kvzFASRU4sM5RsW2qSJCE5ORmFhYW+bbzgta9oBJSSJMHpdKKsrEz1WLzeEA03QylJElJSUnDu3DnfNt6wISsxPaCcPn06cnJy8Oyzz3KWV5Ox5NVemKEkipxYZigZUIolJSUFBJS84LUvvf7L7FnKRQFlvLYxrXWSvXr37q35WK9evfDWW28BuPj+dOzY0dRzI6oM0wPKr7/+Gi+//DJGjhxp9lNXeSdPngz4mSWv1sYMJVHk6I2/YkAZG+3bt8c777wD4OLEWZxF2b5iPUt5vLaxvLw8NG7cGPv27QvYnpKSgvz8fN0VEp566incfvvtOHr0KP7f//t/QYNTomgyPaCsW7duQI03mef8+fMBPwcrnaDYilaHzHXyqCqSJAkej0e4BquZYxxF7YttS2zx4sWYMGECDh06hHvvvRe1a9eO9SlRmBhQRoYkSXj99ddxzz334MKFC+jevTsGDhyIdu3a4Z133tF9b+vXr49//vOfUTxbIuNMDyjvvvtuLF68GIMHDzb1S4fUASVLGq0tlmO83G43HA6HaccgsiK32y0MKJmhjI22bdviv//9b6xPg0wQ62V54rmNtWjRAhs3bgzYVlpaGqOzITKH6QHl7t27cfDgQTRq1Aj9+/cXzvK6dOlSsw9bJfiPTQHi+ws3HkSr5FWUQeHNBqoKPB4PTp8+LdxuFs7ySlURM5REFArTA8onnnjC9/8vvvii6nEGlOFTBpQMGqwtlnd4+dmgqkCrjTFDSVQ5DCiJKBSmB5QVFRVmPyX9/5Qlr/zCtbZYZij52aCqQKuNMaAkqhwO2SCiUCTE8uCyLONPf/oTDhw4EMvTsIWKigpcuHAhYBsvaqyNGUqiyBK1sYSEBN0F00PFgJKqIi7LQ0ShiGlAWVFRgTVr1uDYsWOxPA1bUAaTAIMGq2OGkiiyRG3M4/FAkiTTjsELXqqKGFASUShiGlAC4BIjBinHTwL80rU6ZiiJIkvUxsyeMIeT8lBVFMv+i9c2RPYT84CSjBEFlAwarC2W61CyQ6aqQCtDaSa2L6qK2H8RUSgYUNqEckIegHfJrS5aJa/MUFJVJWpHZgeUzKBQVcSSVyIKBQNKm1BmKDkLmvVFq2SId3ipqopGhpIXvFQVifoVLwaURKTEgNImuAal/eh1yMxQElUeM5REkZGQkKDZhzGgJCKlmAeUZs7GF8+4BqX9SJIUlYXXRZ0+A0qqChhQEkWOVlviDVEiUop5QMlZXo1hhtKeorHwOkteqaqKVckrx69TVSAKHBMTE5GQYN6lI2/YEMUH81Z/DoPD4UBFRUUsT8E2mKG0J607ubzDS1R5sVo2hN+/VBVwjDIRGWVKQHnfffcZ3leSJNx7771mHLZKUWYo+YVrD8xQEkUOL3iJIofti4iMMiWgnD9/vuF9GVCGhyWv9sQxKESRE40xlLxhQ1UVxygTkVGmBJQsW408lrzak6hDdjqdpi75wgteqqqYQSGKnGi0L/ZfRPEh5pPykDHMUNqTqPM1MzsJMENJVRczKESRwxs2RGQUA0qbYIbSnliSRxQ5nOWVKHIYUBKRUabP8lpeXo5ly5Zh3bp1+Pnnn1FUVBTwuCRJOH36tNmHjXuclMeeYtUhM0NJVQEzlESRE6v2xf6LyH5MDyjvvvtuLFmyBO3atUN+fr4we0KhY8mrPYk6ZLNLXkVtjJ8PqgpEF7eRXjbE6XQKL4KJ4g0zlERklOkB5bp163D33XfjwQcfNPupqzSWvNoTO2SiyIlFBoVti6oK9l9EZJTpYygvXLiAQYMGmf20VR5LXu0pGpPyMENJVVU0Lnjr1q0b8HO9evVMfX4iq2JJOREZZXpAedlll2Hnzp1mP22Vp8xQMmCwB3bIRJETjfbVrFkzjBs3DsDFmzdz58419fmJrIoZSiIyyvSA8vHHH8eGDRvw+OOPY9++fThx4oTqX2WtWrUKkiQhNTVV9VhpaSkeffRRtGnTBklJScjMzESPHj3w0UcfVfq4scQMpT3FYh0vl8vFMV5UJUSjfQHAiy++iK+//ho//vijL7gkincMKInIKNPHUKanp6NZs2a44447cMcddwj3KS8vD/v5Dx48iNmzZyMvL081W2x5eTnGjBmDDz/8EHfeeSd69OiB8+fP4z//+Y8qw2c3nJTHnqIxKU/9+vUDfm7cuLGpz09kVdHIUAIXZydv2bKl6c9LZGVc9oqIjDI9oLzlllvwyiuvYNSoUWjRooXps7zecsst6NOnD7Kzs7F+/fqAx5YtW4YtW7bg3//+N7p16+bbPnz4cFPPIRY4KY89ReMOb61atfCXv/wFS5YsQUpKChYuXGjq8xNZVbQylERVEZe9IiKjTA8oX3vtNTz00EOYPXu22U+NtWvXYseOHfjmm2/w17/+VfX40qVL0adPn4BgMl6w5NWeopGhBIDFixfjzjvvRGJiIjIzM01/fiIrErUls5cNIaqqWPJKREaZPobS5XKhffv2Zj8tjhw5gpkzZ2LRokWoXbu26vFffvkF+/fvR5s2bTB37lzUrFkTTqcTrVq1wpo1a0w/n2hjyas9RTODUqNGDQaTVKVEq+SVqCqKxaRyXOeVyJ5Mz1COHTsWb7/9NgYOHGjq806bNg3NmjXD1KlThY8fPHgQALBmzRrUrl0bTzzxBDIyMrBy5UrcdNNNKCkpweTJkzWfv7i4GMXFxb6fz5w5A+DiJD+lpaUmvpLgvMfz/resrAwlJSUB+7hcrqifF4VO1DHybxd9yjZF8cHhcAi38e8cWWxPVUM0+i9JkgJ+Tk5OrpKfK7Ype+DfR5vpAeW1116LyZMno7S0FMOHD0d2drZqnw4dOoT0nBs2bMDmzZuxZ88e1ZePV0VFBQCgqKgIb775pm+tsPz8fHTq1An33XefbkD50EMPYcGCBartW7dujVn5xbZt2wCos5MAsHPnTvz444/RPiUK0Q8//KDadvjwYbz55psxOBvytimKD+fOnVNt27VrFw4dOhSDs6l62J7i23fffafatm/fPlP7ry+++CLgZ4fDUaX7R7YpaxNdj9NFpgeU3szk0qVL8fjjjwc8JssyJEkKaZbXc+fO4dZbb8WMGTOQl5eHU6dOAYAvY3fq1Cm4XC5Uq1YNANC8efOAhaclScLgwYPx0EMP4ciRI6hRo4bwOHPmzMGsWbN8P585cwZ16tTBZZddhvT0dMPna4bS0lJs27YN+fn5cLlcwoujESNG+F4zWdexY8dU25o1a4Zhw4bF4GyqLmWbovhQWlqKpKQkXLhwAcDF7/sxY8Zofs+TOdieqoazZ8+qtnXq1MnU/qtx48Z48MEHfT+3bdu2SvaPbFP24K1eJDXTA8rnnnvO1Oc7duwYfv/9dyxZsgRLlixRPZ6VlYVRo0Zh/fr1mplEWZYBAAkJ2kNG3W63cLxALNf08x5blGLPyMjgl44NiD6TycnJ/NvFCNfojC8ulws333wznnjiCQAXh1zUqlUrxmdVdbA9xTfRWt8pKSmm/s1btWqF2bNnY/HixcjNzcX9999fpT9TbFPWxr+NNtMDyhtvvNHU58vNzUVBQYFq+6JFi7Bjxw5s2bIFOTk5cDqdvsBy//79vrX5ZFnGW2+9hUaNGiEnJ8fUc4sWZYpdkiROPGETXNaAKLIef/xxDB8+HCUlJXGxRBSRVUSr/3rkkUewcOFCJCQk8IKdyKZMDyj9ff/99zh+/DhycnLQpEmTsJ7D4/GgX79+qu2rV6+Gw+EIeOz+++/Hli1bMGTIEMyfPx/p6elYtWoVvvjiC7zyyithvorYE61BqTWWlKwlWsuGEFVVkiRhyJAhsT4NorgTzVmU2S8S2Zvpy4YAwKuvvop69eqhRYsW6NWrl29c4/r16yNxOJ9GjRrhgw8+QOPGjTFlyhRcccUVOHToEF5//XVceeWVET12JHHJEPtihpKIiOyI/RcRGWV6hvLNN9/EuHHj0KpVK0yfPh15eXk4ePAg1q5di3HjxmHz5s0YOnRopY+zevVqrF69WrW9devW+Ne//lXp57cSUYaS7EHU+fJOLBERWR0DSiIyyvSA8oEHHsBll12GN954I2ASnP/7v//D0KFDsXDhQlMCyqpEmaFkQGkfXHidiIjsiP0XERllesnr559/jmnTpqlmVJUkCdOmTVOtOUTBseTVvniHl4iI7Ij9FxEZZXpA6XA4fGtEKpWWluou3UFiLHm1L07KQ0REdsSAkoiMMj2669y5Mx5++GHfQtNexcXFWLx4Mbp27Wr2IeMeM5T2xQ6ZiIjsSLQOpWgbEZHpYygXLFiAgQMHomHDhrjqqquQm5uLQ4cOYePGjTh+/Di2b99u9iHjHjOU9sUMJRER2VF6ejoGDBjgu27r0aMHqlevHuOzIiIrMj2g7NWrF7Zu3Yq7774by5cvhyzLSEhIQNeuXfHSSy+hR48eZh8y7nFSHvtihpKIiOzqtddew2OPPYaKigrMnDkz1qdDRBZlekAJAH379sXHH3+MwsJCnDx5EllZWQyCKoElr/bFgJKIiOwqLS0N9957b6xPg4gsLqIz5CQnJ6NWrVoMJiuJJa/25XQ60aBBA9/PiYmJqFu3bgzPiIiIiIjIPJxy1QaYobQvSZLwyCOPIDU1FQ6HAwsXLkRmZmasT4uIiIiIyBQRKXklc3EMpb1dccUVGD58OCoqKvi3IyIiIqK4woDSBljyan8cN0lERERE8YglrzbAklciIiIiIrIiBpQ2wAwlERERERFZEQNKG2CGkoiIiIiIrIgBpQ1wUh4iIiIiIrIiBpQ2wJJXIiIiIiKyIgaUFifLMkteiYiIiIjIkhhQWlxxcTEqKioCtjFDSUREREREVsCA0uKU2UmAGUoiIiIiIrIGBpQWJwoomaEkIiIiIiIrYEBpccoJeQAGlEREREREZA0MKC1OmaF0uVxwuVwxOhsiIiIiIqI/MKC0OC4ZQkREREREVsWA0uK4ZAgREREREVkVA0qLUwaUzFASEREREZFVMKC0OJa8EhERERGRVTGgtDiWvBIRERERkVUxoLQ4lrwSEREREZFVMaC0OGXJKzOURERERERkFQwoLY4ZSiIiIiIisioGlBbHSXmIiIiIiMiqGFBaHCflISIiIiIiq2JAaXEseSUiIiIiIqtiQGlxnJSHiIiIiIisigGlxTFDSUREREREVsWA0uI4KQ8REREREVkVA0qL46Q8RERERERkVQwoLY4lr0REREREZFUMKC2Ok/IQEREREZFVMaC0OGYoiYiIiIjIqhhQWhwn5SEiIiIiIqtiQGlhFRUVKCoqCtjGklciIiIiIrIKWwaUq1atgiRJSE1N1dxHlmX06dMHkiRh+vTpUTw781y4cEG1jRlKIiIiIiKyCtsFlAcPHsTs2bORl5enu9/y5cuxb9++KJ1VZCjLXQFmKImIiIiIyDpsF1Decsst6NOnD/Lz8zX32b9/P+bMmYPly5dH8czMp5yQB2CGkoiIiIiIrMNWAeXatWuxY8cOPPnkk7r7TZkyBfn5+RgzZkyUziwyRAFlUlJSDM6EiIiIiIhIzRnrEzDqyJEjmDlzJhYtWoTatWtr7rdq1Srs2rUL33zzTUjPX1xcjOLiYt/PZ86cAQCUlpaitLQ0vJMOk/d43nPwSkpKQnl5OcrLy6N6PkR2521T0W7LRPGI7YnIXGxT9sC/jzbbBJTTpk1Ds2bNMHXqVM19vOMrH3744aBjLJUeeughLFiwQLV969atMSszff/99wN+djqdePPNN2NyLkTxYNu2bbE+BaK4wfZEZC62KWsTVQ7SRbYIKDds2IDNmzdjz549kCRJc79bbrkFbdu2xeTJk0M+xpw5czBr1izfz2fOnEGdOnVw2WWXIT09PazzDldpaSm2bduGFi1aBGzPzMzEsGHDonouRPHA26by8/PhcrlifTpEtsb2RGQutil7UFYO0h8sH1CeO3cOt956K2bMmIG8vDycOnUKAFBSUgIAOHXqFFwuF7Zs2YK33noLH374IU6fPh3wHCUlJTh16hRSUlI0G6rb7Ybb7VZtd7lcMWvc3tfopXf+RBRcLNszUbxheyIyF9uUtfFvo83yAeWxY8fw+++/Y8mSJViyZInq8aysLIwaNQrt2rVDWVkZunXrptpn5cqVWLlyJTZt2oTRo0dH4azNkZmZiT59+qCwsBCFhYVo2LBhrE+JiIiIiIjIx/IBZW5uLgoKClTbFy1ahB07dmDLli3IyclBamoq+vXrp9qvf//+GD16NG6//Xa0bt06CmdsnoEDB2LIkCGxPg0iIiIiIiIhyweUHo9HGCiuXr0aDocj4LH69esLn6NWrVrC5yAiIiIiIqLw2WodSiIiIiIiIrIOy2cotaxevRqrV68Oup8sy5E/GSIiIiIioiqIGUoiIiIiIiIKCwNKIiIiIiIiCgsDSiIiIiIiIgoLA0oiIiIiIiIKCwNKIiIiIiIiCgsDSiIiIiIiIgoLA0oiIiIiIiIKi23XoYw07/qVZ86cifqxS0tLUVhYiDNnzsDlckX9+ETxhm2KyDxsT0TmYpuyB29MwDXu1RhQajh79iwAoE6dOjE+EyIiIiIisoKzZ88iIyMj1qdhKZLMMFuooqICv/32G9LS0iBJUlSPfebMGdSpUwe//PIL0tPTo3psonjENkVkHrYnInOxTdmDLMs4e/Ys8vLykJDAUYP+mKHUkJCQgNq1a8f0HNLT0/nFQmQitiki87A9EZmLbcr6mJkUY3hNREREREREYWFASURERERERGFhQGlBbrcb8+bNg9vtjvWpEMUFtiki87A9EZmLbYrsjpPyEBERERERUViYoSQiIiIiIqKwMKAkIiIiIiKisDCgJCIiIiIiorAwoDTRuXPnMHPmTOTl5cHj8aBdu3Z4+eWXVfvt3r0bgwYNQmpqKjIzMzF27Fj8+OOPwudctmwZmjdvDrfbjQYNGmDBggUoLS1V7XfkyBHcdNNNyMnJQXJyMrp37453333X9NdIFE2RaFM///wz/vSnPyEvLw9utxu1atXCmDFjVPuxTVG8MdKePvzwQ0yaNAkdO3aE2+2GJEnYv3+/6rm+//57zJ49Gx07dkRmZiays7PRs2dPrF+/XnhstieKN2a2JwA4fPgwpk+fjoYNGyIpKQn16tXDzTffjAMHDqj2ZXsiy5HJNPn5+XJmZqa8YsUKefv27fKkSZNkAPK6det8++zdu1dOS0uTe/fuLb/xxhvyhg0b5FatWsl5eXnykSNHAp5v4cKFsiRJ8pw5c+SCggL54YcflhMTE+XJkycH7FdUVCS3bt1arl27trx27Vp569at8qhRo2Sn0ym/9957UXntRJFgdpv68ssv5WrVqsmdO3eW161bJ+/YsUN++eWX5YkTJwbsxzZF8chIe5o/f75cr149efTo0XK/fv1kAPJPP/2keq5ly5bJzZs3lx944AF569at8ptvvinfeOONMgB5wYIFAfuyPVE8MrM9FRUVyU2aNJFzcnLk5cuXywUFBfKKFSvkmjVryrVq1ZLPnDkTsC/bE1kNA0qTvPHGGzIA+cUXXwzYnp+fL+fl5cllZWWyLMvyVVddJefk5MinT5/27bN//37Z5XLJd955p2/bsWPHZI/HI0+ZMiXg+R544AFZkiT566+/9m1bvny5DED+6KOPfNtKS0vlli1byl26dDH1dRJFi9ltqqKiQm7Xrp3crl07uaioSPfYbFMUb4y2p/Lyct9jjzzyiOYF8NGjR+WKigrV9uHDh8vJyckBbYztieKN2e1p27ZtMgB51apVAdtffPFFGYC8ceNG3za2J7IilryaZNOmTUhNTcVVV10VsH3ixIn47bffsHPnTpSVleFf//oXrrjiCqSnp/v2qVevHvr3749Nmzb5tr311lsoKirCxIkTVc8nyzJee+21gGM3a9YM3bt3921zOp0YP348du3ahYMHD5r8aokiz+w29f777+Pzzz/HzJkzg671xTZF8cZIewKAhARjlwU5OTmQJEm1vUuXLigsLMSJEycCjs32RPHE7PbkcrkAABkZGQHbMzMzAQAejyfg2GxPZDUMKE3y1VdfoUWLFnA6nQHbL730Ut/j//vf/3DhwgXfNuV++/btQ1FRkW9/AGjTpk3AfpdccglycnJ8j3v31XpOAPj6668r8cqIYsPsNvX+++8DANLS0jBs2DB4PB6kpqZixIgR+Pbbb1XHZpuieGKkPZmhoKAA1atXR40aNQKOzfZE8cTs9tSzZ0907NgR8+fPx6effopz585h9+7dmDt3Ljp06IBBgwYFHJvtiayGAaVJjh8/juzsbNV277bjx4/j+PHjAduU+8myjJMnT/r2d7vdSElJEe7rfS6jxyayG7PblPeu7cSJE5GXl4c33ngDK1aswFdffYXevXvj0KFDIR2byE6i8ZletWoV3nvvPfz1r3+Fw+GI6rGJosnsz7TT6URBQQEaNmyILl26IC0tzTfh1bZt23wZzEgcm8gMDChNJCr/ET1m9n6h7ktkF2a2lYqKCgBA9+7dsWrVKgwcOBDjx4/Ha6+9hmPHjmH58uVhHZvILiL5md6yZQtuvfVWXHnllZgxY0ZUj00UC2Z+pktLS3HNNdfg888/x8qVK/H+++9jzZo1OHjwIPLz83H69OmIHZvIDM7gu5AR1apVE94V8o4jyc7ORrVq1QCI7x6dOHECkiT56uWrVauGoqIiFBYWIjk5WbVvx44dQzo2kd1Eok0BwODBgwP2a9euHS655BLs3r07pGMT2UkkP9Nvv/02xo4di/z8fKxbt051Qcv2RPHG7M/0M888gy1btuDTTz9Fp06dAAC9e/dGr1690KhRIzz22GOYN29eRI5NZAZmKE3Spk0b7N27F2VlZQHbv/zySwBA69at0ahRIyQlJfm2Kfdr3Lixb+C1d+ykct/Dhw/j2LFjaN26dcCxtZ7Te2wiuzG7TYnGnHjJshwweQLbFMUbI+0pHG+//TZGjx6Nvn37YsOGDUhMTBQem+2J4onZ7enzzz+Hw+FAhw4dArY3bNgQ1apVCxiTyfZEVsSA0iRjxozBuXPnsGHDhoDta9asQV5eHrp27Qqn04nLL78cGzduxNmzZ337HDhwAAUFBRg7dqxv25AhQ+DxeLB69eqA51u9ejUkScLo0aMDjv3tt9/6ZhUDgLKyMqxduxZdu3ZFXl6euS+WKArMblNDhw5FcnIytmzZEvB8u3fvxuHDh9GtW7eAY7NNUTwx0p5CtXXrVowePRq9evXCa6+9pjl7MtsTxRuz21NeXh7Ky8vx6aefBmz//vvvcfz4cdSuXTvg2GxPZDmxXbUkvuTn58tZWVny008/LW/fvl2ePHmyDEBeu3atb5+9e/fKqampcp8+feQ333xT3rhxo9y6dWvhIuwLFy6UJUmS586dK7/33nvyI488Irvdbnny5MkB+xUVFcmtWrWS69SpI69bt07etm2bPGbMGC5yS7ZndptavHixDEC+8cYb5bfeektevXq1XKdOHblu3bry8ePHffuxTVE8MtKejhw5Ir/66qvyq6++Kt9www0yvW8SRgAABaVJREFUAPnJJ5+UX3311YDP/gcffCAnJSXJ9evXl7dv3y5//PHHAf/814Vle6J4ZGZ7OnDggJyZmSnXqlVLfuqpp+Tt27fLq1atkhs2bCinpKTI3377rW9ftieyIgaUJjp79qx82223ybm5uXJiYqJ86aWXyi+99JJqv88++0weOHCgnJycLKenp8ujR4+W9+3bJ3zOpUuXyk2bNpUTExPlunXryvPmzZNLSkpU+x0+fFi+4YYb5OzsbNnj8cjdunWTt23bZvprJIqmSLSplStXyq1bt5YTExPlatWqyddff738yy+/qPZjm6J4Y6Q9FRQUyACE//r27evbb968eZr7AZALCgoCnpftieKNme1JlmX5hx9+kCdMmCDXr19fdrvdct26deVrrrlG/vrrr1XHZnsiq5FkWZajlQ0lIiIiIiKi+MExlERERERERBQWBpREREREREQUFgaUREREREREFBYGlERERERERBQWBpREREREREQUFgaUREREREREFBYGlERERERERBQWBpREREREREQUFgaUREQUt0aMGIHMzEz88ssvqsdOnDiBSy65BD179kRFRUUMzo6IiMj+GFASEVHcWrVqFZxOJyZNmqR6bPr06Th79izWrFmDhAR2h0REROFgD0pERHErNzcXTz75JLZu3Yp//OMfvu2bNm3CSy+9hEceeQSNGzeO6DmUl5ejuLg4oscgIiKKFQaUREQU166++mqMGzcOs2fPxv79+3H8+HHccsstyM/Px9SpU/HZZ59h5MiRyM7OhsfjQfv27fHKK68EPMfRo0cxbdo0tGzZEqmpqahRowYGDBiADz74IGC//fv3Q5IkPPzww1i4cCEaNGgAt9uNgoKCaL5kIiKiqHHG+gSIiIgibfny5dixYwf+9Kc/oXr16igpKcGzzz6LgoICDBkyBF27dsWKFSuQkZGBl19+Gddccw0KCwtx0003Abg43hIA5s2bh9zcXJw7dw6bNm1Cv3798O6776Jfv34Bx3v88cfRtGlTLF68GOnp6WjSpEmUXzEREVF0SLIsy7E+CSIiokjbsmULhg0bBgB44YUXMH78eLRo0QJJSUnYtWsXnM4/7rFefvnl+M9//oNff/1VOL6yvLwcsixjyJAhSE9Px8aNGwFczFA2aNAAjRo1wt69e+FyuaLz4oiIiGKEJa9ERFQlDB06FN26dUOTJk0wfvx47Nu3D99++y2uv/56AEBZWZnv37Bhw3Do0CF89913vt9fsWIFOnToAI/HA6fTCZfLhXfffRd79+5VHWvkyJEMJomIqEpgQElERFWG2+1GYmIiAOD3338HAMyePRsulyvg37Rp0wAAx44dAwA8+uijmDp1Krp27YoNGzbgk08+waeffoohQ4bgwoULquNccsklUXpFREREscUxlEREVCXl5OQAAObMmYOxY8cK92nWrBkAYO3atejXrx+eeuqpgMfPnj0r/D1Jkkw8UyIiIutiQElERFVSs2bN0KRJE3zxxRd48MEHdfeVJAlutztg23//+198/PHHqFOnTiRPk4iIyNIYUBIRUZX1j3/8A0OHDsXgwYNx0003oVatWjhx4gT27t2L3bt349VXXwUAjBgxAvfffz/mzZuHvn374rvvvsN9992HBg0aoKysLMavgoiIKHYYUBIRUZXVv39/7Nq1Cw888ABmzpyJkydPolq1amjZsiWuvvpq33733HMPCgsL8cwzz+Dhhx9Gy5YtsWLFCmzatAnvvfde7F4AERFRjHHZECIiIiIiIgoLZ3klIiIiIiKisDCgJCIiIiIiorAwoCQiIiIiIqKwMKAkIiIiIiKisDCgJCIiIiIiorAwoCQiIiIiIqKwMKAkIiIiIiKisDCgJCIiIiIiorAwoCQiIiIiIqKwMKAkIiIiIiKisDCgJCIiIiIiorD8f/SVcySuaMoyAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "reg = 'GulfOfMexico'\n", "ts_plot(variable, ds, fs, label, reg = reg)" ] } ], "metadata": { "kernelspec": { "display_name": "Python (mom6-tools)", "language": "python", "name": "mom6-tools" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.9" }, "papermill": { "default_parameters": {}, "duration": 29.222389, "end_time": "2025-05-14T17:23:08.828088", "environment_variables": {}, "exception": null, "input_path": "/glade/u/home/gmarques/libs/mom6-tools/mom6_tools/nb_templates/ts.ipynb", "output_path": "oml_max.ipynb", "parameters": { "long_name": "Thickness of the surface Ocean Boundary Layer calculated by [CVMix] KPP", "variable": "oml_max" }, "start_time": "2025-05-14T17:22:39.605699", "version": "2.6.0" } }, "nbformat": 4, "nbformat_minor": 5 }