{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "edd45bd3-d582-4a4e-b61b-4a20b65290b3",
   "metadata": {},
   "source": [
    "## Imports"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "cd0cee5e-bf71-4781-84bc-9526aeb3bb66",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import scipy.optimize\n",
    "# from impedance.models.circuits import CustomCircuit\n",
    "# from impedance.visualization import plot_nyquist # Kept if you want to switch plotting methods"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "27912549-0083-4fcc-b82c-a3770ec22060",
   "metadata": {},
   "source": [
    "## Data imports"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "91821d16-a56b-457c-938a-9665dce5d4ee",
   "metadata": {},
   "outputs": [],
   "source": [
    "# --- Data Loading ---\n",
    "\n",
    "def EIS_z60_import(filename):\n",
    "    \"\"\" Import z60 file as pandas dataframe.\"\"\"\n",
    "    df = pd.read_csv(\n",
    "        filename,\n",
    "        skiprows=11,\n",
    "        sep='\\s+',\n",
    "        header=None,\n",
    "        names=[\"Freq\", \"Ampl\", \"Bias\", \"Time\", \"Z'\", \"Z''\", \"GD\", \"Err\", \"Range\"],\n",
    "        index_col=\"Freq\")\n",
    "\n",
    "    df = df.drop(columns=['Ampl', 'Bias', 'Time', 'GD', 'Err', 'Range']) # Drop columns\n",
    "    mask = (df[\"Z'\"] > 0) & (df[\"Z''\"] < 0) # Only keep first quadrant in Nyquist plot\n",
    "\n",
    "    df['Z'] = np.sqrt( (df[\"Z'\"].to_numpy())**2 + \\\n",
    "                       (df[\"Z'\"].to_numpy())**2 )\n",
    "\n",
    "    df['theta'] = np.arctan2(-df[\"Z'\"].to_numpy(), df[\"Z''\"].to_numpy()) * 180 / np.pi\n",
    "    \n",
    "    df[~mask] = None\n",
    "    return df\n",
    "    \n",
    "try:\n",
    "    #HS_EIS_10mV_1_df = EIS_z60_import(\"./HIPed_Stellite1_EIS/HIPedStellite1_EIS_10mV_2.z60\")\n",
    "    #HS_EIS_10mV_2_df = EIS_z60_import(\"./HIPed_Stellite1_EIS/HIPedStellite1_EIS_10mV_3.z60\")\n",
    "    #HS_EIS_10mV_3_df = EIS_z60_import(\"./HIPed_Stellite1_EIS/HIPedStellite1_EIS_10mV_4.z60\")\n",
    "\n",
    "    #HS_EIS_20mV_1_df = EIS_z60_import(\"./HIPed_Stellite1_EIS/HIPedStellite1_EIS_20mV_2.z60\")\n",
    "    #HS_EIS_20mV_2_df = EIS_z60_import(\"./HIPed_Stellite1_EIS/HIPedStellite1_EIS_20mV_3.z60\")\n",
    "    #HS_EIS_20mV_3_df = EIS_z60_import(\"./HIPed_Stellite1_EIS/HIPedStellite1_EIS_20mV_4.z60\")    \n",
    "\n",
    "    #HS_EIS_30mV_1_df = EIS_z60_import(\"./HIPed_Stellite1_EIS/HIPedStellite1_EIS_30mV_3.z60\")\n",
    "    #HS_EIS_30mV_2_df = EIS_z60_import(\"./HIPed_Stellite1_EIS/HIPedStellite1_EIS_30mV_3.z60\")\n",
    "    #HS_EIS_30mV_3_df = EIS_z60_import(\"./HIPed_Stellite1_EIS/HIPedStellite1_EIS_30mV_5.z60\")\n",
    "\n",
    "    \n",
    "    CS_EIS_10mV_1_df = EIS_z60_import(\"./Cast_Stellite1_EIS/CastStellite1_EIS_10mV_4.z60\")\n",
    "    CS_EIS_10mV_2_df = EIS_z60_import(\"./Cast_Stellite1_EIS/CastStellite1_EIS_10mV_5.z60\")\n",
    "    CS_EIS_10mV_3_df = EIS_z60_import(\"./Cast_Stellite1_EIS/CastStellite1_EIS_10mV_6.z60\")\n",
    "    \n",
    "    CS_EIS_20mV_1_df = EIS_z60_import(\"./Cast_Stellite1_EIS/CastStellite1_EIS_20mV_4.z60\")\n",
    "    CS_EIS_20mV_2_df = EIS_z60_import(\"./Cast_Stellite1_EIS/CastStellite1_EIS_20mV_5.z60\")\n",
    "    CS_EIS_20mV_3_df = EIS_z60_import(\"./Cast_Stellite1_EIS/CastStellite1_EIS_20mV_6.z60\")\n",
    "    \n",
    "    CS_EIS_30mV_1_df = EIS_z60_import(\"./Cast_Stellite1_EIS/CastStellite1_EIS_30mV_4.z60\")\n",
    "    CS_EIS_30mV_2_df = EIS_z60_import(\"./Cast_Stellite1_EIS/CastStellite1_EIS_30mV_5.z60\")\n",
    "    CS_EIS_30mV_3_df = EIS_z60_import(\"./Cast_Stellite1_EIS/CastStellite1_EIS_30mV_6.z60\")\n",
    "        \n",
    "except FileNotFoundError as e:\n",
    "    print(f\"Error: File was not found.\")\n",
    "    print(e.message)\n",
    "    print(e.args)\n",
    "    exit()\n",
    "except Exception as e:\n",
    "    print(f\"Error reading the CSV file: {e}\")\n",
    "    exit()\n",
    "\n",
    "#CS_EIS_10mV_1_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "73b19be1-b2d8-40cd-bea7-b3ed44591cec",
   "metadata": {},
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'HS_EIS_20mV_2_df' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "Cell \u001b[0;32mIn[3], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[43mHS_EIS_20mV_2_df\u001b[49m\n",
      "\u001b[0;31mNameError\u001b[0m: name 'HS_EIS_20mV_2_df' is not defined"
     ]
    }
   ],
   "source": [
    "HS_EIS_20mV_2_df "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0bcdaf4a-ff61-4374-b2a3-4ec1f4e9dc90",
   "metadata": {},
   "source": [
    "## Calculating average and standard deviation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "3709a5b4-3b61-451b-ae64-21639331a4a0",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Calculating average and standard deviation \n",
    "\n",
    "CS_df_10mV_concat = pd.concat([CS_EIS_10mV_1_df, CS_EIS_10mV_2_df, CS_EIS_10mV_3_df])\n",
    "CS_df_10mV_means = CS_df_10mV_concat.groupby(CS_df_10mV_concat.index).mean()\n",
    "CS_df_10mV_err = CS_df_10mV_concat.groupby(CS_df_10mV_concat.index).std()\n",
    "\n",
    "#HS_df_10mV_concat = pd.concat([HS_EIS_10mV_1_df, HS_EIS_10mV_2_df, HS_EIS_10mV_3_df])\n",
    "#HS_df_10mV_means = HS_df_10mV_concat.groupby(HS_df_10mV_concat.index).mean()\n",
    "#HS_df_10mV_err = HS_df_10mV_concat.groupby(HS_df_10mV_concat.index).std()\n",
    "\n",
    "CS_df_20mV_concat = pd.concat([CS_EIS_20mV_1_df, CS_EIS_20mV_2_df, CS_EIS_20mV_3_df])\n",
    "CS_df_20mV_means = CS_df_20mV_concat.groupby(CS_df_20mV_concat.index).mean()\n",
    "CS_df_20mV_err = CS_df_20mV_concat.groupby(CS_df_20mV_concat.index).std()\n",
    "\n",
    "#HS_df_20mV_concat = pd.concat([HS_EIS_20mV_1_df, HS_EIS_20mV_2_df, HS_EIS_20mV_3_df])\n",
    "#HS_df_20mV_means = HS_df_20mV_concat.groupby(HS_df_20mV_concat.index).mean()\n",
    "#HS_df_20mV_err = HS_df_20mV_concat.groupby(HS_df_20mV_concat.index).std()\n",
    "\n",
    "CS_df_30mV_concat = pd.concat([CS_EIS_30mV_1_df, CS_EIS_30mV_2_df, CS_EIS_30mV_3_df])\n",
    "CS_df_30mV_means = CS_df_30mV_concat.groupby(CS_df_30mV_concat.index).mean()\n",
    "CS_df_30mV_err = CS_df_30mV_concat.groupby(CS_df_30mV_concat.index).std()\n",
    "\n",
    "#HS_df_30mV_concat = pd.concat([HS_EIS_30mV_1_df, HS_EIS_30mV_2_df, HS_EIS_30mV_3_df])\n",
    "#HS_df_30mV_means = HS_df_30mV_concat.groupby(HS_df_30mV_concat.index).mean()\n",
    "#HS_df_30mV_err = HS_df_30mV_concat.groupby(HS_df_30mV_concat.index).std()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "05e74782-b1eb-4e46-bd90-7ce29c8b99b0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Z'</th>\n",
       "      <th>Z''</th>\n",
       "      <th>Z</th>\n",
       "      <th>theta</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Freq</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0.100000</th>\n",
       "      <td>5174.215536</td>\n",
       "      <td>4506.482115</td>\n",
       "      <td>7317.445786</td>\n",
       "      <td>3.084636</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0.103060</th>\n",
       "      <td>4485.564558</td>\n",
       "      <td>5626.342084</td>\n",
       "      <td>6343.546233</td>\n",
       "      <td>4.137322</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0.115770</th>\n",
       "      <td>4821.971581</td>\n",
       "      <td>5416.794928</td>\n",
       "      <td>6819.297607</td>\n",
       "      <td>3.873465</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0.130047</th>\n",
       "      <td>4390.182188</td>\n",
       "      <td>5283.797888</td>\n",
       "      <td>6208.655191</td>\n",
       "      <td>3.561730</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0.146085</th>\n",
       "      <td>4110.090132</td>\n",
       "      <td>5719.749157</td>\n",
       "      <td>5812.545207</td>\n",
       "      <td>4.074807</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6280.290000</th>\n",
       "      <td>0.030354</td>\n",
       "      <td>0.023505</td>\n",
       "      <td>0.042927</td>\n",
       "      <td>0.124990</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7054.800000</th>\n",
       "      <td>0.034522</td>\n",
       "      <td>0.022472</td>\n",
       "      <td>0.048822</td>\n",
       "      <td>0.124997</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7924.830000</th>\n",
       "      <td>0.040029</td>\n",
       "      <td>0.025520</td>\n",
       "      <td>0.056609</td>\n",
       "      <td>0.143888</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8902.150000</th>\n",
       "      <td>0.038534</td>\n",
       "      <td>0.022780</td>\n",
       "      <td>0.054496</td>\n",
       "      <td>0.132362</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10000.000000</th>\n",
       "      <td>0.046573</td>\n",
       "      <td>0.021008</td>\n",
       "      <td>0.065864</td>\n",
       "      <td>0.133297</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>100 rows × 4 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                       Z'          Z''            Z     theta\n",
       "Freq                                                         \n",
       "0.100000      5174.215536  4506.482115  7317.445786  3.084636\n",
       "0.103060      4485.564558  5626.342084  6343.546233  4.137322\n",
       "0.115770      4821.971581  5416.794928  6819.297607  3.873465\n",
       "0.130047      4390.182188  5283.797888  6208.655191  3.561730\n",
       "0.146085      4110.090132  5719.749157  5812.545207  4.074807\n",
       "...                   ...          ...          ...       ...\n",
       "6280.290000      0.030354     0.023505     0.042927  0.124990\n",
       "7054.800000      0.034522     0.022472     0.048822  0.124997\n",
       "7924.830000      0.040029     0.025520     0.056609  0.143888\n",
       "8902.150000      0.038534     0.022780     0.054496  0.132362\n",
       "10000.000000     0.046573     0.021008     0.065864  0.133297\n",
       "\n",
       "[100 rows x 4 columns]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "CS_df_30mV_err"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "802a394f-df3b-40de-a72b-aa25eb4a3497",
   "metadata": {},
   "source": [
    "## Plotting average data in Bode Plot"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "28c0aa53-7db6-4a19-bdb3-be5aefb510dd",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Theta mean error 10mV 3.5704617636521854%\n",
      "|Z| mean error 10mV 2181.6842491538905%\n",
      "Theta mean error 20mV 2.5296844504056%\n",
      "|Z| mean error 20mV 1125.8577821194306%\n",
      "Theta mean error 30mV 2.1271364919432707%\n",
      "|Z| mean error 30mV 968.8399346542678%\n"
     ]
    }
   ],
   "source": [
    "print(f\"Theta mean error 10mV {CS_df_10mV_err['theta'].mean()}%\")\n",
    "print(f\"|Z| mean error 10mV {CS_df_10mV_err['Z'].mean()}%\")\n",
    "\n",
    "print(f\"Theta mean error 20mV {CS_df_20mV_err['theta'].mean()}%\")\n",
    "print(f\"|Z| mean error 20mV {CS_df_20mV_err['Z'].mean()}%\")\n",
    "\n",
    "print(f\"Theta mean error 30mV {CS_df_30mV_err['theta'].mean()}%\")\n",
    "print(f\"|Z| mean error 30mV {CS_df_30mV_err['Z'].mean()}%\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a587f56a-f7d8-4c21-aa40-6fce78bafc7d",
   "metadata": {},
   "source": [
    "Clearly, the phase shift error is far higher than the gain, but it would be a mistake to say that gain is less reliable than the phase shift. The error with the gain, likely due to noise at low frequencies, appears more reasonable when the data is plotted on a log axis.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "68715eac-2f14-4dcf-9504-9107b53bcf0c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, (ax1, ax2) = plt.subplots(2,1,figsize=(8,4), sharex=True, dpi=150)\n",
    "\n",
    "ax1.errorbar(CS_df_10mV_means.index.to_numpy(), CS_df_10mV_means[\"Z\"].to_numpy(), CS_df_10mV_err[\"Z\"].to_numpy(),\n",
    "             fmt = '.', color='mediumblue', markersize=5, \n",
    "             ecolor=\"mediumblue\", elinewidth=0.50, capsize=2, capthick=0.50,\n",
    "             label=\"10 mV\")\n",
    "ax1.errorbar(CS_df_20mV_means.index.to_numpy(), CS_df_20mV_means[\"Z\"].to_numpy(), CS_df_20mV_err[\"Z\"].to_numpy(),\n",
    "             fmt = '.', color='firebrick', markersize=5, \n",
    "             ecolor=\"firebrick\", elinewidth=0.50, capsize=2, capthick=0.50,\n",
    "             label=\"20 mV\")\n",
    "ax1.errorbar(CS_df_30mV_means.index.to_numpy(), CS_df_30mV_means[\"Z\"].to_numpy(), CS_df_30mV_err[\"Z\"].to_numpy(),\n",
    "             fmt = '.', color='mediumseagreen', markersize=5, \n",
    "             ecolor=\"mediumseagreen\", elinewidth=0.50, capsize=2, capthick=0.50,\n",
    "             label=\"30 mV\")\n",
    "\n",
    "ax2.errorbar(CS_df_10mV_means.index.to_numpy(), CS_df_10mV_means[\"theta\"].to_numpy(), CS_df_10mV_err[\"theta\"].to_numpy(),\n",
    "             fmt = '.', color='mediumblue', markersize=5, \n",
    "             ecolor=\"mediumblue\", elinewidth=0.50, capsize=2, capthick=0.50,\n",
    "             label=\"10 mV\")\n",
    "ax2.errorbar(CS_df_20mV_means.index.to_numpy(), CS_df_20mV_means[\"theta\"].to_numpy(), CS_df_20mV_err[\"theta\"].to_numpy(),\n",
    "             fmt = '.', color='firebrick', markersize=5, \n",
    "             ecolor=\"firebrick\", elinewidth=0.50, capsize=2, capthick=0.50,\n",
    "             label=\"20 mV\")\n",
    "ax2.errorbar(CS_df_30mV_means.index.to_numpy(), CS_df_30mV_means[\"theta\"].to_numpy(), CS_df_30mV_err[\"theta\"].to_numpy(),\n",
    "             fmt = '.', color='mediumseagreen', markersize=5, \n",
    "             ecolor=\"mediumseagreen\", elinewidth=0.50, capsize=2, capthick=0.50,\n",
    "             label=\"30 mV\")\n",
    "\n",
    "ax1.grid(True, which=\"both\", ls=\"-\", alpha=0.5)\n",
    "ax2.grid(True, which=\"both\", ls=\"-\", alpha=0.5)\n",
    "ax1.legend()\n",
    "\n",
    "#ax2.xaxis.set_major_locator(plt.MaxNLocator(11))\n",
    "ax1.set_ylabel('|Z| (Ohm)')\n",
    "ax2.set_ylabel('Phase (deg)')\n",
    "ax2.set_xlabel(\"Frequency\")\n",
    "ax1.set_yscale(\"log\")\n",
    "ax1.set_xscale(\"log\")\n",
    "ax2.set_xscale(\"log\")\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.plot()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "01d2cc11-cae7-44b7-9dae-1c7d7dee0fa1",
   "metadata": {},
   "source": [
    "Okay, the errors with the impedence shift clearly show that:\n",
    "\n",
    "    20mV is less reliable than 10mV at high frequencies, likely due to non-linearity,\n",
    "    20mV is more reliable than 10 mV at low frequencies, or atleast, lower frequencies than 10mV\n",
    "\n",
    "Makes me think that I need to use higher excitation voltages at low frequencies, although I've only seen 10mV and 20mV in research. this paper does 30mV! https://www.mdpi.com/2076-3417/14/13/5754\n",
    "\n",
    "Then again, I've never seen errorbars on a Bode plot in a research paper\n",
    "\n",
    "Source of discontinuities: https://www.gamry.com/Framework%20Help/HTML5%20-%20Tripane%20-%20Audience%20A/Content/UT/Discontinuities%20in%20CS_EIS%20Spectra.htm\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7cbe0391-4c29-42d1-9121-838e82fd78b4",
   "metadata": {},
   "source": [
    "## Plotting average data on Nyquist plot\n",
    "\n",
    "So let's have a look at how the Nyquist plot looks, with and without the sketchy data\n",
    "So we'll remove everything below 10 Hz, plus remove the weird region at 50Hz"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "36bd74ca-8cf3-43b3-83ef-aa9c4253af41",
   "metadata": {},
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'HS_df_10mV_means' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "Cell \u001b[0;32mIn[8], line 39\u001b[0m\n\u001b[1;32m     32\u001b[0m ax\u001b[38;5;241m.\u001b[39mplot((CS_df_30mV_means[mask])[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mZ\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m\"\u001b[39m]\u001b[38;5;241m.\u001b[39mto_numpy(), (\u001b[38;5;241m-\u001b[39mCS_df_30mV_means[mask])[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mZ\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m\"\u001b[39m]\u001b[38;5;241m.\u001b[39mto_numpy(), \u001b[38;5;124m'\u001b[39m\u001b[38;5;124ms-\u001b[39m\u001b[38;5;124m'\u001b[39m, \n\u001b[1;32m     33\u001b[0m         linewidth\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m1\u001b[39m, alpha\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0.5\u001b[39m, color\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mmediumseagreen\u001b[39m\u001b[38;5;124m'\u001b[39m, markersize\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m2\u001b[39m)\n\u001b[1;32m     35\u001b[0m \u001b[38;5;66;03m# ######## #\u001b[39;00m\n\u001b[1;32m     36\u001b[0m \u001b[38;5;66;03m# bx stuff #\u001b[39;00m\n\u001b[1;32m     37\u001b[0m \u001b[38;5;66;03m# ######## #\u001b[39;00m\n\u001b[0;32m---> 39\u001b[0m bx\u001b[38;5;241m.\u001b[39merrorbar(x\u001b[38;5;241m=\u001b[39m(\u001b[43mHS_df_10mV_means\u001b[49m)[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mZ\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m\"\u001b[39m]\u001b[38;5;241m.\u001b[39mto_numpy(), y\u001b[38;5;241m=\u001b[39m(\u001b[38;5;241m-\u001b[39mHS_df_10mV_means)[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mZ\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m\"\u001b[39m]\u001b[38;5;241m.\u001b[39mto_numpy(), \n\u001b[1;32m     40\u001b[0m         xerr\u001b[38;5;241m=\u001b[39m(HS_df_10mV_err)[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mZ\u001b[39m\u001b[38;5;124m\"\u001b[39m]\u001b[38;5;241m.\u001b[39mto_numpy(), yerr\u001b[38;5;241m=\u001b[39m(HS_df_10mV_err)[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mZ\u001b[39m\u001b[38;5;124m\"\u001b[39m]\u001b[38;5;241m.\u001b[39mto_numpy(),             \n\u001b[1;32m     41\u001b[0m         color\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mmediumblue\u001b[39m\u001b[38;5;124m'\u001b[39m, markersize\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m2\u001b[39m, fmt \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124ms\u001b[39m\u001b[38;5;124m'\u001b[39m,  \n\u001b[1;32m     42\u001b[0m         ecolor\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmediumblue\u001b[39m\u001b[38;5;124m\"\u001b[39m, elinewidth\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0.250\u001b[39m, capsize\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m2\u001b[39m, capthick\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0.50\u001b[39m,\n\u001b[1;32m     43\u001b[0m         label\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m10 mV\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m     44\u001b[0m bx\u001b[38;5;241m.\u001b[39merrorbar(x\u001b[38;5;241m=\u001b[39m(HS_df_20mV_means)[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mZ\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m\"\u001b[39m]\u001b[38;5;241m.\u001b[39mto_numpy(), y\u001b[38;5;241m=\u001b[39m(\u001b[38;5;241m-\u001b[39mHS_df_20mV_means)[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mZ\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m\"\u001b[39m]\u001b[38;5;241m.\u001b[39mto_numpy(), \n\u001b[1;32m     45\u001b[0m         xerr\u001b[38;5;241m=\u001b[39m(HS_df_20mV_err)[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mZ\u001b[39m\u001b[38;5;124m\"\u001b[39m]\u001b[38;5;241m.\u001b[39mto_numpy(), yerr\u001b[38;5;241m=\u001b[39m(HS_df_20mV_err)[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mZ\u001b[39m\u001b[38;5;124m\"\u001b[39m]\u001b[38;5;241m.\u001b[39mto_numpy(),             \n\u001b[1;32m     46\u001b[0m         color\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mfirebrick\u001b[39m\u001b[38;5;124m'\u001b[39m, markersize\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m2\u001b[39m, fmt \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124ms\u001b[39m\u001b[38;5;124m'\u001b[39m, \n\u001b[1;32m     47\u001b[0m         ecolor\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfirebrick\u001b[39m\u001b[38;5;124m\"\u001b[39m, elinewidth\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0.250\u001b[39m, capsize\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m2\u001b[39m, capthick\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0.50\u001b[39m,\n\u001b[1;32m     48\u001b[0m         label\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m20 mV\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m     49\u001b[0m bx\u001b[38;5;241m.\u001b[39merrorbar(x\u001b[38;5;241m=\u001b[39m(HS_df_30mV_means)[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mZ\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m\"\u001b[39m]\u001b[38;5;241m.\u001b[39mto_numpy(), y\u001b[38;5;241m=\u001b[39m(\u001b[38;5;241m-\u001b[39mHS_df_30mV_means)[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mZ\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m\"\u001b[39m]\u001b[38;5;241m.\u001b[39mto_numpy(), \n\u001b[1;32m     50\u001b[0m         xerr\u001b[38;5;241m=\u001b[39m(HS_df_30mV_err)[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mZ\u001b[39m\u001b[38;5;124m\"\u001b[39m]\u001b[38;5;241m.\u001b[39mto_numpy(), yerr\u001b[38;5;241m=\u001b[39m(HS_df_30mV_err)[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mZ\u001b[39m\u001b[38;5;124m\"\u001b[39m]\u001b[38;5;241m.\u001b[39mto_numpy(),             \n\u001b[1;32m     51\u001b[0m         color\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mmediumseagreen\u001b[39m\u001b[38;5;124m'\u001b[39m, markersize\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m2\u001b[39m, fmt \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124ms\u001b[39m\u001b[38;5;124m'\u001b[39m,  \n\u001b[1;32m     52\u001b[0m         ecolor\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmediumseagreen\u001b[39m\u001b[38;5;124m\"\u001b[39m, elinewidth\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0.250\u001b[39m, capsize\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m2\u001b[39m, capthick\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0.50\u001b[39m,\n\u001b[1;32m     53\u001b[0m         label\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m30 mV\u001b[39m\u001b[38;5;124m\"\u001b[39m)    \n",
      "\u001b[0;31mNameError\u001b[0m: name 'HS_df_10mV_means' is not defined"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1050x1050 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Nyquist Plot\n",
    "\n",
    "import warnings\n",
    "with warnings.catch_warnings():\n",
    "    warnings.simplefilter('ignore')\n",
    "    fig, (ax, bx) = plt.subplots(2, 1, figsize=(7, 7), dpi=150)\n",
    "\n",
    "    # ######## #\n",
    "    # ax stuff #\n",
    "    # ######## #    \n",
    "    mask =  ((CS_df_10mV_means.index > 30) | (CS_df_10mV_means.index < 100))  # Only keep those frequencies above 10 Hz\n",
    "    ax.errorbar(x=(CS_df_10mV_means[mask])[\"Z'\"].to_numpy(), y=(-CS_df_10mV_means[mask])[\"Z''\"].to_numpy(), \n",
    "            xerr=(CS_df_10mV_err[mask])[\"Z\"].to_numpy(), yerr=(CS_df_10mV_err[mask])[\"Z\"].to_numpy(),             \n",
    "            color='mediumblue', markersize=2, fmt = 's',  \n",
    "            ecolor=\"mediumblue\", elinewidth=0.250, capsize=2, capthick=0.50,\n",
    "            label=\"10 mV\")\n",
    "    ax.errorbar(x=(CS_df_20mV_means[mask])[\"Z'\"].to_numpy(), y=(-CS_df_20mV_means[mask])[\"Z''\"].to_numpy(), \n",
    "            xerr=(CS_df_20mV_err[mask])[\"Z\"].to_numpy(), yerr=(CS_df_20mV_err[mask])[\"Z\"].to_numpy(),             \n",
    "            color='firebrick', markersize=2, fmt = 's', \n",
    "            ecolor=\"firebrick\", elinewidth=0.250, capsize=2, capthick=0.50,\n",
    "            label=\"20 mV\")\n",
    "    ax.errorbar(x=(CS_df_30mV_means[mask])[\"Z'\"].to_numpy(), y=(-CS_df_30mV_means[mask])[\"Z''\"].to_numpy(), \n",
    "            xerr=(CS_df_30mV_err[mask])[\"Z\"].to_numpy(), yerr=(CS_df_30mV_err[mask])[\"Z\"].to_numpy(),             \n",
    "            color='mediumseagreen', markersize=2, fmt = 's',  \n",
    "            ecolor=\"mediumseagreen\", elinewidth=0.250, capsize=2, capthick=0.50,\n",
    "            label=\"30 mV\")    \n",
    "\n",
    "    ax.plot((CS_df_10mV_means[mask])[\"Z'\"].to_numpy(), (-CS_df_10mV_means[mask])[\"Z''\"].to_numpy(), 's-',\n",
    "            linewidth=1, alpha=0.5, color='mediumblue', markersize=2)\n",
    "    ax.plot((CS_df_20mV_means[mask])[\"Z'\"].to_numpy(), (-CS_df_20mV_means[mask])[\"Z''\"].to_numpy(), 's-', \n",
    "            linewidth=1, alpha=0.5, color='firebrick', markersize=2)\n",
    "    ax.plot((CS_df_30mV_means[mask])[\"Z'\"].to_numpy(), (-CS_df_30mV_means[mask])[\"Z''\"].to_numpy(), 's-', \n",
    "            linewidth=1, alpha=0.5, color='mediumseagreen', markersize=2)\n",
    "\n",
    "    # ######## #\n",
    "    # bx stuff #\n",
    "    # ######## #\n",
    "\n",
    "    bx.errorbar(x=(HS_df_10mV_means)[\"Z'\"].to_numpy(), y=(-HS_df_10mV_means)[\"Z''\"].to_numpy(), \n",
    "            xerr=(HS_df_10mV_err)[\"Z\"].to_numpy(), yerr=(HS_df_10mV_err)[\"Z\"].to_numpy(),             \n",
    "            color='mediumblue', markersize=2, fmt = 's',  \n",
    "            ecolor=\"mediumblue\", elinewidth=0.250, capsize=2, capthick=0.50,\n",
    "            label=\"10 mV\")\n",
    "    bx.errorbar(x=(HS_df_20mV_means)[\"Z'\"].to_numpy(), y=(-HS_df_20mV_means)[\"Z''\"].to_numpy(), \n",
    "            xerr=(HS_df_20mV_err)[\"Z\"].to_numpy(), yerr=(HS_df_20mV_err)[\"Z\"].to_numpy(),             \n",
    "            color='firebrick', markersize=2, fmt = 's', \n",
    "            ecolor=\"firebrick\", elinewidth=0.250, capsize=2, capthick=0.50,\n",
    "            label=\"20 mV\")\n",
    "    bx.errorbar(x=(HS_df_30mV_means)[\"Z'\"].to_numpy(), y=(-HS_df_30mV_means)[\"Z''\"].to_numpy(), \n",
    "            xerr=(HS_df_30mV_err)[\"Z\"].to_numpy(), yerr=(HS_df_30mV_err)[\"Z\"].to_numpy(),             \n",
    "            color='mediumseagreen', markersize=2, fmt = 's',  \n",
    "            ecolor=\"mediumseagreen\", elinewidth=0.250, capsize=2, capthick=0.50,\n",
    "            label=\"30 mV\")    \n",
    "    \n",
    "    bx.plot((HS_df_10mV_means)[\"Z'\"].to_numpy(), (-HS_df_10mV_means)[\"Z''\"].to_numpy(), 's-',\n",
    "            linewidth=1, alpha=0.5, color='mediumblue', markersize=2)\n",
    "    bx.plot((HS_df_20mV_means)[\"Z'\"].to_numpy(), (-HS_df_20mV_means)[\"Z''\"].to_numpy(), 's-', \n",
    "            linewidth=1, alpha=0.5, color='firebrick', markersize=2)\n",
    "    bx.plot((HS_df_30mV_means)[\"Z'\"].to_numpy(), (-HS_df_30mV_means)[\"Z''\"].to_numpy(), 's-', \n",
    "            linewidth=1, alpha=0.5, color='mediumseagreen', markersize=2)\n",
    "\n",
    "    # ############## #\n",
    "    # Graphics stuff #\n",
    "    # ############## #    \n",
    "    \n",
    "    ax.set_xlabel(r\"Z' $[\\Omega]$\")\n",
    "    ax.set_ylabel(r\"Z'' $[\\Omega]$\")\n",
    "    ax.legend(loc='upper right')\n",
    "    bx.set_xlabel(r\"Z' $[\\Omega]$\")\n",
    "    bx.set_ylabel(r\"Z'' $[\\Omega]$\")\n",
    "    bx.legend(loc='upper right')\n",
    "\n",
    "    # Set minor locator for the x-axis with an interval of 0.5\n",
    "    ax.grid(True)\n",
    "    ax.xaxis.set_major_locator(tck.MultipleLocator(10000))\n",
    "    ax.yaxis.set_major_locator(tck.MultipleLocator(10000))\n",
    "    bx.grid(True)\n",
    "    bx.xaxis.set_major_locator(tck.MultipleLocator(10000))\n",
    "    bx.yaxis.set_major_locator(tck.MultipleLocator(10000))\n",
    "    \n",
    "    ax.xaxis.set_minor_locator(tck.AutoMinorLocator())\n",
    "    ax.yaxis.set_minor_locator(tck.AutoMinorLocator())\n",
    "    ax.axes.set_aspect('equal')\n",
    "    bx.xaxis.set_minor_locator(tck.AutoMinorLocator())\n",
    "    bx.yaxis.set_minor_locator(tck.AutoMinorLocator())\n",
    "    bx.axes.set_aspect('equal')\n",
    "   \n",
    "    ax.set_xlim(left=0, right=70000)\n",
    "    ax.set_ylim(bottom=0, top=40000)\n",
    "    #bx.set_xlim(left=0, right=70000)\n",
    "    #bx.set_ylim(bottom=0, top=40000)\n",
    "\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "ef317b4a-380a-498f-87c0-e6132c1c7262",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x525 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Nyquist Plot\n",
    "\n",
    "import matplotlib.ticker as tck\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "import warnings\n",
    "with warnings.catch_warnings():\n",
    "    warnings.simplefilter('ignore')\n",
    "    fig, ax = plt.subplots(figsize=(6, 3.5), dpi=150)\n",
    "\n",
    "    mask =  ((CS_df_10mV_means.index > 30) | (CS_df_10mV_means.index < 100))  # Only keep those frequencies above 10 Hz\n",
    "\n",
    "    ax.plot((CS_df_10mV_means[mask])[\"Z'\"].to_numpy(), (-CS_df_10mV_means[mask])[\"Z''\"].to_numpy(), 's-',\n",
    "            linewidth=1, alpha=0.5, color='mediumblue', markersize=2,\n",
    "            label=\"10 mV\")\n",
    "    ax.plot((CS_df_20mV_means[mask])[\"Z'\"].to_numpy(), (-CS_df_20mV_means[mask])[\"Z''\"].to_numpy(), 's-', \n",
    "            linewidth=1, alpha=0.5, color='firebrick', markersize=2,\n",
    "            label=\"20 mV\")\n",
    "    ax.plot((CS_df_30mV_means[mask])[\"Z'\"].to_numpy(), (-CS_df_30mV_means[mask])[\"Z''\"].to_numpy(), 's-', \n",
    "            linewidth=1, alpha=0.5, color='mediumseagreen', markersize=2,\n",
    "            label=\"30 mV\")\n",
    "    \n",
    "    ax.set_xlabel(r\"Z' $[\\Omega]$\")\n",
    "    ax.set_ylabel(r\"Z'' $[\\Omega]$\")\n",
    "    ax.legend(loc='upper right')\n",
    "\n",
    "    # Set minor locator for the x-axis with an interval of 0.5\n",
    "    ax.grid(True)\n",
    "    ax.xaxis.set_major_locator(tck.MultipleLocator(10000))\n",
    "    ax.yaxis.set_major_locator(tck.MultipleLocator(10000))\n",
    "    ax.xaxis.set_minor_locator(tck.AutoMinorLocator())\n",
    "    ax.yaxis.set_minor_locator(tck.AutoMinorLocator())\n",
    "    ax.axes.set_aspect('equal')\n",
    "\n",
    "    \n",
    "    ax.set_xlim(left=0, right=70000)\n",
    "    ax.set_ylim(bottom=0, top=40000)\n",
    "    #ax.set_aspect('equal', adjustable='box')\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "84500344-1a49-400e-bc1a-7b759559eb96",
   "metadata": {},
   "source": [
    "## Curve fitting\n",
    "\n",
    "\n",
    "Fitting is performed by non-linear least squares regression of circuit model to impedence data via the scipy.optimize.curve_fit function.\n",
    "\n",
    "The objective function is:\n",
    "$$ \\chi^2 = \\sum_{n=0}^{N} [Z^\\prime_{exp}(\\omega_n) - Z^\\prime_{fit}(\\omega_n)]^2 +\n",
    "               [Z^{\\prime\\prime}_{exp}(\\omega_n) - Z^{\\prime\\prime}_{fit}(\\omega_n)]^2 $$\n",
    "\n",
    "\n",
    "               "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f0f308c2-a07d-43de-af96-d963fa863796",
   "metadata": {},
   "source": [
    "\n",
    "| Circuit Element | Impedence                                    |\n",
    "| --------------- | -------------------------------------------- | \n",
    "| Resistor        | $$ Z = R $$                                  |\n",
    "| Capacitor       | $$ Z = \\frac{1}{C \\cdot j 2 \\pi f} $$        |\n",
    "| Inductor        | $$Z = L \\cdot j 2 \\pi f $$                   |\n",
    "| CPE             | $$Z = \\frac{1}{Q \\cdot (j 2 \\pi f)^\\alpha}$$ |\n",
    "\n",
    "| Impedences in parallel | Impedences in series |\n",
    "| --------------- | -------------------------------------------- | \n",
    "| $$ Z_{parallel} = \\frac{1}{\\frac{1}{Z_1} + \\frac{1}{Z_2} + ... + \\frac{1}{Z_n}}$$ | $$ Z_{series} = Z_1 + Z_2 + ... + Z_n $$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "49efa7d1-69ba-45f6-abdc-fdbb96fefb38",
   "metadata": {},
   "outputs": [],
   "source": [
    "import functools\n",
    "import numpy as np\n",
    "\n",
    "def R(f, R): return np.zeros(len(f)) + (R + 0 * 1j)\n",
    "def C(f, C): return 1.0 / (C * 1j * (2 * np.pi * np.array(f)) )\n",
    "def L(f, L): return L * 1j * (2 * np.pi * np.array(f))\n",
    "def CPE(f, Q, alpha): return 1.0 / (Q * (1j * (2 * np.pi * np.array(f))) ** alpha)\n",
    "\n",
    "def s(*args): return functools.reduce(np.add, [*args])\n",
    "def p(*args): return np.reciprocal(functools.reduce(np.add, np.reciprocal([*args])))\n",
    "\n",
    "f = np.linspace(1e5,1e-2,70)\n",
    "\n",
    "# Some common-sense tests to make sure the code is correct\n",
    "assert (s(R(f, 10),R(f, 10)) == R(f, 20)).all()\n",
    "assert (p(R(f, 10),R(f, 10)) == R(f, 5)).all()\n",
    "assert (s(C(f, 10),C(f, 10)) == C(f, 5)).all()\n",
    "assert (p(C(f, 10),C(f, 10)) == C(f, 20)).all()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "ad05a9ae-d230-4057-be3f-c8203635a4bc",
   "metadata": {},
   "outputs": [],
   "source": [
    "def randles_circuit(f, Rs, Rp, Q, alpha): \n",
    "    return s(R(f, Rs), p(R(f, Rp), CPE(f, Q, alpha)))\n",
    "\n",
    "def model_func(f, Rs, Rp, Q, alpha):\n",
    "    Z_fit = randles_circuit(f, Rs, Rp, Q, alpha)\n",
    "    return np.concatenate([Z_fit.real,Z_fit.imag])    \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "0d312167-e1ba-45b4-bc9a-898a02ee94e9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Starting curve_fit for real data...\n",
      "curve_fit finished successfully!\n",
      "\n",
      "Optimized Parameters:\n",
      "Rs      : 2.93e+01 ± 2.02e+02 ( ± 6.90e+02 % )\n",
      "Rp      : 5.82e+04 ± 9.77e+02 ( ± 1.68e+00 % )\n",
      "Q       : 7.20e-06 ± 1.60e-07 ( ± 2.22e+00 % )\n",
      "alpha   : 8.86e-01 ± 1.31e-02 ( ± 1.47e+00 % )\n"
     ]
    }
   ],
   "source": [
    "print(\"Starting curve_fit for real data...\")\n",
    "try:\n",
    "    popt, pcov = scipy.optimize.curve_fit( \n",
    "        f = model_func,     \n",
    "        xdata = (CS_df_20mV_means[mask])[\"Z'\"].dropna().index,\n",
    "        ydata = np.concatenate([(CS_df_20mV_means[mask])[\"Z'\"].dropna().to_numpy(),\n",
    "                                (CS_df_20mV_means[mask])[\"Z''\"].dropna().to_numpy()]),\n",
    "        #sigma = np.concatenate([(CS_df_20mV_err[mask])[\"Z'\"].dropna().to_numpy(),\n",
    "        #                        (CS_df_20mV_err[mask])[\"Z''\"].dropna().to_numpy()]),      \n",
    "        #absolute_sigma=False,\n",
    "        p0=     [10.0, 7e5,  1e-6, 0.87],  # Initial guesses for the parameters (R_s, R_ct, Q, alpha)\n",
    "        bounds=([0,    0,    1e-9, 0], \n",
    "                [1000, 1e15,  1e-2, 1]), # Helps to keep parameters within physically realistic ranges. \n",
    "        maxfev=5000000) # Max number of function evaluations\n",
    "\n",
    "except RuntimeError:\n",
    "    print(\"Curve fitting failed. Could not find optimal parameters.\")\n",
    "    print(\"Try adjusting initial guesses, bounds, or the model itself.\")\n",
    "except ValueError as e:\n",
    "    print(f\"An error occurred: {e}\") \n",
    "else:\n",
    "    print(\"curve_fit finished successfully!\")\n",
    "\n",
    "    # Results\n",
    "    perr = np.sqrt(np.diag(pcov))\n",
    "    print(\"\\nOptimized Parameters:\")\n",
    "    for name, val, err in zip([\"Rs\", \"Rp\", \"Q\", \"alpha\"], popt, perr):\n",
    "        print(f\"{name:<8}: {val:.2e} ± {err:.2e} ( ± {100*(err/val):.2e} % )\")\n",
    "\n",
    "freq_data = (CS_df_20mV_means[mask])[\"Z'\"].dropna().index    \n",
    "Z_fit = randles_circuit((CS_df_20mV_means[mask])[\"Z'\"].dropna().index, *popt)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f9c99e4d-3cde-44d0-90b0-c5925b4bbe84",
   "metadata": {},
   "source": [
    "Optimized Parameters: \n",
    "\n",
    "|        | 10 mV                                | 20mV                                  | 30mV                                 |\n",
    "|--------|--------------------------------------|---------------------------------------|--------------------------------------|\n",
    "|Rs      | 7.22e-16 ± 2.31e+02 ( ± 3.21e+19 % ) | 2.93e+01 ± 2.02e+02 ( ± 690  % )      | 1.65e+02 ± 2.44e+02 ( ± 147  % )     |\n",
    "|Rp      | 6.42e+04 ± 1.29e+03 ( ± 2.01 % )     | 5.82e+04 ± 9.77e+02 ( ± 1.68 % )      | 5.83e+04 ± 1.15e+03 ( ± 1.97 % )     |\n",
    "|Q       | 7.79e-06 ± 1.82e-07 ( ± 2.34 % )     | 7.20e-06 ± 1.60e-07 ( ± 2.22 % )      | 7.16e-06 ± 1.85e-07 ( ± 2.58 % )     |\n",
    "|alpha   | 8.58e-01 ± 1.44e-02 ( ± 1.68 % )     | 8.86e-01 ± 1.31e-02 ( ± 1.47 % )      | 9.11e-01 ± 1.56e-02 ( ± 1.72 % )     |\n",
    "\n",
    "\n",
    "Oddly enough, the 20mV is the one that shows the least standard deviation error! \n",
    "I would have sworn that it was the 30mV from a visual analysis, although not by much.\n",
    "The 20mV is only slightly better, but still. I am indeed ignoring Rs as important. Cool!"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a016aa74-2ab9-4c50-b30c-33e1e3c28115",
   "metadata": {},
   "source": [
    "## Showing fitted curve with experimental data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "5971e34a-cac3-40c5-9234-341c8b4383f2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([1.00000000e-01, 1.12332403e-01, 1.26185688e-01, 1.41747416e-01,\n",
       "       1.59228279e-01, 1.78864953e-01, 2.00923300e-01, 2.25701972e-01,\n",
       "       2.53536449e-01, 2.84803587e-01, 3.19926714e-01, 3.59381366e-01,\n",
       "       4.03701726e-01, 4.53487851e-01, 5.09413801e-01, 5.72236766e-01,\n",
       "       6.42807312e-01, 7.22080902e-01, 8.11130831e-01, 9.11162756e-01,\n",
       "       1.02353102e+00, 1.14975700e+00, 1.29154967e+00, 1.45082878e+00,\n",
       "       1.62975083e+00, 1.83073828e+00, 2.05651231e+00, 2.31012970e+00,\n",
       "       2.59502421e+00, 2.91505306e+00, 3.27454916e+00, 3.67837977e+00,\n",
       "       4.13201240e+00, 4.64158883e+00, 5.21400829e+00, 5.85702082e+00,\n",
       "       6.57933225e+00, 7.39072203e+00, 8.30217568e+00, 9.32603347e+00,\n",
       "       1.04761575e+01, 1.17681195e+01, 1.32194115e+01, 1.48496826e+01,\n",
       "       1.66810054e+01, 1.87381742e+01, 2.10490414e+01, 2.36448941e+01,\n",
       "       2.65608778e+01, 2.98364724e+01, 3.35160265e+01, 3.76493581e+01,\n",
       "       4.22924287e+01, 4.75081016e+01, 5.33669923e+01, 5.99484250e+01,\n",
       "       6.73415066e+01, 7.56463328e+01, 8.49753436e+01, 9.54548457e+01,\n",
       "       1.07226722e+02, 1.20450354e+02, 1.35304777e+02, 1.51991108e+02,\n",
       "       1.70735265e+02, 1.91791026e+02, 2.15443469e+02, 2.42012826e+02,\n",
       "       2.71858824e+02, 3.05385551e+02, 3.43046929e+02, 3.85352859e+02,\n",
       "       4.32876128e+02, 4.86260158e+02, 5.46227722e+02, 6.13590727e+02,\n",
       "       6.89261210e+02, 7.74263683e+02, 8.69749003e+02, 9.77009957e+02,\n",
       "       1.09749877e+03, 1.23284674e+03, 1.38488637e+03, 1.55567614e+03,\n",
       "       1.74752840e+03, 1.96304065e+03, 2.20513074e+03, 2.47707636e+03,\n",
       "       2.78255940e+03, 3.12571585e+03, 3.51119173e+03, 3.94420606e+03,\n",
       "       4.43062146e+03, 4.97702356e+03, 5.59081018e+03, 6.28029144e+03,\n",
       "       7.05480231e+03, 7.92482898e+03, 8.90215085e+03, 1.00000000e+04])"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.logspace(-1,4,num=100,endpoint=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "285a4332-7491-409a-95b6-7376702ac102",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Help on function svg2png in module cairosvg:\n",
      "\n",
      "svg2png(bytestring=None, *, file_obj=None, url=None, dpi=96, parent_width=None, parent_height=None, scale=1, unsafe=False, background_color=None, negate_colors=False, invert_images=False, write_to=None, output_width=None, output_height=None)\n",
      "    Convert an SVG document to PNG.\n",
      "    \n",
      "    Specify the input by passing one of these:\n",
      "    \n",
      "    :param bytestring: The SVG source as a byte-string.\n",
      "    :param file_obj: A file-like object.\n",
      "    :param url: A filename.\n",
      "    \n",
      "    Give some options:\n",
      "    \n",
      "    :param dpi: The ratio between 1 inch and 1 pixel.\n",
      "    :param parent_width: The width of the parent container in pixels.\n",
      "    :param parent_height: The height of the parent container in pixels.\n",
      "    :param scale: The ouptut scaling factor.\n",
      "    :param unsafe: A boolean allowing external file access, XML entities\n",
      "                   and very large files\n",
      "                   (WARNING: vulnerable to XXE attacks and various DoS).\n",
      "    \n",
      "    Specifiy the output with:\n",
      "    \n",
      "    :param write_to: The filename of file-like object where to write the\n",
      "                     output. If None or not provided, return a byte string.\n",
      "    \n",
      "    Only ``bytestring`` can be passed as a positional argument, other\n",
      "    parameters are keyword-only.\n",
      "\n"
     ]
    }
   ],
   "source": [
    "help(svg2png)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "id": "f2b83b16-956a-421c-a2d1-5c63991b3df8",
   "metadata": {},
   "outputs": [
    {
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ddwNavLhVR45kHqJA3wuHk3rqqfa0Olqdd16BrriiuB+qQl9yuayaNq1Id9xRqW9/u1pXX+3OaUe6UCiptWuDWry4VQ8+2Kp33gnI78+8M2M+sPWiUU0olNSvf92mAwfSD/4CAPpXTY1DCxaUpfX6ubk5pmXLOpRM5qbLKLJntVp0/vkJ3XhjQGPHZv47TCJh6K23/HrwwRZ99FHmv+cNBbnpYJZOwCztkgBgSMlFwEw6+p7Or37l1bp1XbmZEAAAAACAQY63DAEAAAAAADDstLfH9fzzndqzJ/PuQTabRVdfXaIZM0pks/XfFd1tNotmzjzaveqZZzrU3h5Pe99PP43pZz9r1axZHl16aREdjQYJwzD0zDMd8nrNv5eVlXbddFN6J0hj6KiosOuaa9yaObNE+/dHtXFjSNu2hU07raSrpSWmV16J6dVX/Ro/3qm6uiKdd15Bv3TzePNNf6/2nznTnaNKemaxHO3Mkc4J1t0JhZL65S/b9KUvlemCCwpzXB0AIBdqaws0d65HK1Z0mo5tagpr1Sqf5swp7YfKYKaw0NCMGSGdc05M69YVyO/P7Nq47e1x/epXXk2aVKg5czxyu3uRLB9k0gmYOZ25CJjxuweA4ePE3zG93rg+/DBksodFkvljZTJp6PnnO9TaGtf117tltfLYCQAAAAAYvgiYAQAAAAAAYNhIJg29/35Qr7/uT6tj1KnGjHHq858vVVWVow+qS7+Ge+8doZdf9mn9+vSvkByPG3rppU7t2hXWF79YNqxOsByq3noroJ07zbsqOJ1W3XZbuVyuzE6qxdBhsVh09tkunX22S5/9bFLbt4e1aVNIe/dGZeTg0uqGYeijjyL66KOIXC6rJk8uUF1dkcaMceR9aNHhyD5gJh19bF26tEOzZyc0fXrxkL0/DcNQMpnU3r17tX79egWDQQUCAXV1dR3/MxgMnvTnsVsikZDH41F5ebkqKipUXl6usrKy43/u27dPVqtVRUVFx49lGIYKCwvl8XiOH/vYzTAMlZaWasSIEaqsrJTT6RzgewfAUFdfXyyvN641a4KmY9esCaqiwq76errGDhajRsU1Z05A27e7tHt35s8JW7eG9NFHEV17rVuXXFI0LE78j0RSX4zA5bKaviYhYAYgnyXTuKbLlCkF2r49nPbvi++9F1BbW1zz55fx/g0AAAAAYNgiYAYAAAAAAIBh4ciRmJ57rlOffBLNeF+n06pZs46ekDgYwgMul1Wf/3yZamtdev75TnV1pd/taPfuiB58sEWf/3ypzj+fjjsDZdeusN58M5DW2C98YWBDjehfTqdVdXVFqqsrUmdnQps2dWnTppDa2tLvWphKJJLUunVdWreuSxUVdtXVFaqurlBlZcP34wDDMBQOd2rSpBYFgy0KBFoUCBxRINCqZDKgeDwuw0hKMk7405B08te2bz/6tWP/bm62ymY7OvY3vzFUWmrRiBE2SacHpjL5eyKROH6Lx+Mn/fvE7Sceo7v5CgoKZLVa0zruYHYsbDZixAhVVVWd9vdTv1ZaWjoonqsBDC6zZ3vU3p5QU5N5uH/lSp/Ky22qrS3oh8qQDrtdmjIlokmTXPL5XNq7N7NO1JFIUitXdmrjxi7Nm1eqM88c2uFlsw5mLpf582A8jZeWBMwADFfpXMelosKuadOKtHlzSKFQer8z7dwZ1mOPtenLXy4f1r9jAwAAAADyF7/tAgAAAAAAYEhLJAy9/XZAb78dUCKReZeaCRNcmjevdFCeGHL++YUaPdqp3/2uQ7t3p3+SZSiU1FNPteuiiyKaM8fDlZX7mdcb17JlHWl1ppoxo0STJhEEzFelpTZddZVbV15Zok8+iWnTppC2bAkpHM5NIMjrjeuNN/x64w2/xo1zqa6uUBdcUCCns+8eEwzj6NXiDUOy2aTe5IACgYA+/fRTHT58+Pjt2L/37z+kLVsOHg+UJRKZh4vNtLTkfMqcisViA11CTnR2dqqzs1O7d+9Oa7zdbldlZWVaYbRjfy8oIEQCDHdWq0Xz55fp8cfb1Nyc+vHRMI52p7zzzkrV1BDyH0xKSw198YsV2rw5pJdf9isYTGS0f3NzTD//eZs+85kiXXedWwUFQ/P3oGjULGBmvi46mAHIZ+Zvx1hksUhFRVZNm1akrVvD6uhI76Ivn3569LnmttvKNXr00A40AwAAAABwqsF31gwAAAAAAACQpk8+ieq55zp15EjmJ9kXFlo1Z45HF15YOKg7objdNt1+e4X+P3t/HhzVned5v+9zTu4p5SaJfTUIs4OxwQvGNhhjMF7Kdtm4qJ6etsuumu7op+/c6X7uPBPzxK2InomJiZmYeaLn9lQvdtvdtWC7XN5tsDEY8AIYbPZ9B4OEpFTue57l/pEgIxDKlNDO9xWhSCnznMxfSqmT55z8fn7fHTsyfPZZoqJCwct2785w5kyBp54KMHasFL30hWLR4ve/j1YUEJo40cmDD1b3wajEQKcoCmPHOhg71sHDD/s4ejTH3r1ZTpzIVxRUrMTp03lOn86zdq3K9Oku5sxxM2GCo8e2f9Onu4lEdM6fL3C5YZailLa1mqZw8WIRu11B04qYZisXLmQudRordRs7dy5FPN7cLlCWTqd7ZGxiaNF1naamJpqamipep6qqquIwWl1dHcFgEFUdnKEEIW5mDofK6tUhXn45TCLReTCpUDBZsybCSy/VUl2t9dEIRSUURWH2bA/19S4+/zzJt99murQ/ZFkWO3emOXw4x8MP+5g50zWgj/c6ks93fizhcFTSwaySgFnFQxJCiH5nGBCLlfbRTRMWLswA4PUq3HlnsN2yR49mgetvBzVN4ZlnfljHNC22bElx+nQOVS1tY93u6x8PpFIG//zPrfzoRwFmzpRJg4QQQgghhBBCDB1yylAIIYQQQgghhBBCDDqFgsmmTSm2b093K3wxY4abFSt8VFUNjmJSRVG4804vEyc6eOedGBcvVh6oi0Z1Xn21lfvuq+K++6rQtMFVXDmYWJbFhx9W9vfx+zV+/ONAW+GSEJfZ7QozZ7qZOdNNMmmwb1+WvXuz3QrSdqRQMNmzJ8OePRkCARuzZ7uZO9dNKNT9jwssS+f06fM0NzdRKDSRyzWSz1/ENHMUCmHy+TCZTAumGcY0kwDs2NH+PjZvvoEnJUQZqVSKVCrFmTNnKlpeVVVqamquG0DrKKzm8Xh690kIISpSXa2xenWIV19tpVDoPKSTSBisWRPh+edrerW7p+get1tl5Uo/c+e6+eijeNnOdFdLpQzefjvK7t1OVq70U1MzeEoj8vlyHczKH0NU0t1bOpgJIQaTREJh3bqqa653Oh2cOxdtd11jY5GjR3PXvS9NU3jrrfbrWBYsWeLj22+zFZ1r1HWLP/whSjisc//9VYMuzCyEEEIIIYQQQnRk8JxFFUIIIYQQQgghhBACOHUqz4cfxolG9S6vW12tsXKln6lTXb0wst43bJidF1+sZdOmJFu3Vh6usyyLLVuSnDiR56mnAoOquHIw2bEjw7592bLLaZrCs88G8XoHR8BR9J/qao2FC6u45x4vjY1F9u7Nsn9/lkymfIe8jliWhWHkKRQyFItZwuEshw9n+c1vMgQCRUaNMqitLVIoZEmn07S0tNDS0kJDQ5hDh5rJ5xPk82mKxQzZbBbLKmCaRaB74xFioDJNs+31Xym3211xGK22tpZQKIRNWscI0StGjLDzzDMB1qyJlt1fbmws8vbbMVatCkrwf4AaPdrBSy/VsmNHhk2bkmW7e13t1Kk8v/pVC/feW8WiRVWDIlTVEwEzvczhsqoq8poXQgxZZpm3io6aFSsKzJ/vZfJkF2+/HSsbVL9s8+Ykra06TzwRGBTvMUIIIYQQQgghRGfkkyshhBBCCCGEEEIIMSjkcibr1yfYtSvTrfVvv93DQw/5cLkGd3cCm03hoYd81Nc7effdGPG4UfG6Fy4U+Pu/b2H5cj/z5rllduUedO5cgU8/TVS07MqVfkaPdvTyiMRQoigKo0Y5GDXKwbJlPo4dy7F3b5Zjx/KY5vULkOPxC2zb9o+Ew8dpaTlOMnkRy5IwmBC9IZvN8v333/P9999XvE4oFKoojHb5+6oq6YwgRKXq612sWOFj7dp42WWPHs2xfn2C5cv9fTAy0R2qqnDXXV6mT3fx6acJDh4sP6nDlQyjNOHG/v1ZVq70M2mSs5dG2jPKheiczvLHtLreeUhNk7kuhBBDWLn5mDrbp771VhcvvFDDmjUREonKzrnt358lGjV47rkgVVWygRVCCCGEEEIIMXhJwEwIIYQQQgghhBBCDHiHD2dZuzZBMll5mOqyYNDG44/7mThxYBcRdtWECU7+zb+p4+OP4xw4UHmBZbFo8eGHMY4dy/H4437potUDkkmD3/8+2mnQ57J58zzMm+fpg1GJoUrTFKZNczNtmpt02uDAgRw7doQ5caKRVKqZVKqFdLqFVKqF1taTHDjwfn8PWQhxHZFIhEgkwrFjxypa3uFwVBxGq62tpaamBodDAs3i5rVggZdIRGf79nTZZbdvTxMK2ViwwNsHIxPd5fNpPPNMkNtuc/Pxx4kud7WORHR+85tWZs508/DDPqqrB+axUM90MOv8PqTLjhBiKCt3fqajDmZXGjHCzksv1fLGG1EuXChU9Jjnzxd4+eUwq1eHGD7cXulQhRBCCCGEEEKIAUUCZkIIIYQQQgghhBBiwEqlDNauTXDoUNdmqIfSbMR33+1l8eJq7PahWTzndqv8+MdBbr3VxUcfxcvOdH+lo0dz/N3fFXniCT/19a5eHOXQZhgWb70VJZUqH34cNcrBI49IZwxRmUKhQHNzMw0NDezfv5+LFy8CcPHiRZqamrh48WLbVzKZ7OfRCiH6QqFQoKGhgYaGhorX8fv91w2gXfn9hAkTGDFihHRIE0POsmU+olGDo0dzZZddty5BMKjJvvEgMHmyiz/7Mydffpni669TGEb5iR6udOBAluPH8yxZUs38+R5UdWBt+8oHzG68g5kEzIQQQ8GBA040zcbZs+2PiWMxg1js+udpbDaFXM7kgQeqr7tMdbXGn/xJDe+9F6u4c2Y8bvBP/9TKM88EZH9CCCGEEEIIIcSgJAEzIYQQQgghhBBCCDHgWJbF3r1ZPv00QTZbeWjqsuHD7Tz+uJ/Ro2+Orh2zZrkZO9bOu+/GOXs2X/F6qZTB734XYf58L8uW+YZsEK83ffppgnPnys9m7fGorFoVlELOm5xhGITD4WtCYk1NTTQ0NHD69GkuXLhAa2sr2WzXg7XixsydO5fx48ejqiqKomAYCufP6+RyFoqiXvpSLn2pgEoi0cipU1t6fCw2mw2Hw3HNl9PpbLucNWsWCxYsQFXVtjFf/v7qny9/D6X3WIfDcd1lOlv/yu/z+TyxWIytW7fS2tpKJpMhlUq1XeZyOVRVJRKJEI1G+Zd/+Rfmzp2LYRhEo1HC4TAtLS3tLq/+vqmpCdPs+n6A+EE8Hicej3Py5MmyywYCAWbOnMn06dOZMWNG26UEz8RgpqoKTz8d4LXXWmlsLHa6rGVZvPVWjBdeqGHECOk8MtDZ7QpLllQze7abjz6Kc+ZM5cdBAPm8ybp1cfbuzfLooz5GjRo4x47lJg6prINZ57fLcYkQYiizyuSOK921tdsVfvzjALW1NrZsqWxil0LBZM2aKA8/7OPOOz2yHy2EEEIIIYQQYlCRgJkQQgghhBBCCCGEGFBiMZ0PP4xz8mTXCgQBNE3hvvuquPfeKjTt5irgCARs/Ot/HWLbtjSff57s0iz+O3emOX06z1NPBXpvgEPQ3r0ZduxIl11OURSeeSaI36/1wahEf7Asi7Nnz3L69Ol2obEru4w1NTXR3NwsYZkBbMKEVTzxxEvU1tqorbVRV2fD51P55JPEdd+TLlzYTSrVhN3ubvuqrq5i2rQAgUAVHo8Hr9fbpUuPx9MWBhsMXC5Xh130qqurWbJkSYfrjBs3rqL7/uUvf8lf//Vf39D4ROVisRhfffUVX331VbvrnU4nI0aMYNy4cUyZMoWZM2cyb948ZsyYQTAYHFSvV3FzcjhUVq8O8fLLYRKJzrvOlorCI7z0Ui3V1bLvNhjU1paOg/bvz/Lpp0nS6fKdha/U0FDg5ZdbmT/fw5Il1bhc/b9NK9/BrJKAmXQwE0KI6+lK5ktRFBYvrqamRuP99+MVnW+zLItPPokTDuusWOG76c5RCiGEEEIIIYQYvG7agNktt9zSK/erKEpFs0AKIYQQQgghhBBCiPZM02LnzgwbNyYpFLoewBgzxsHjj/sZNuzm7TagqgoLF1Zxyy1O3nknRktL510arhQO67zySis+n8b48SC14p27eLHIhx/GK1p26dJqJk509vKIRF9JJBLs37+fffv2tX3t37+/w4CNKE9R7DgcdQSDw/D56shmY3z//c4buk9Nc7QLfDkcnkvfe9p+ttncOBzudtcPH347Z87kr+mA0lkB9ujRt/Gnf7rxmut9Po3Vq0PSAecG/cf/+B/5+c9/3mF3s+t9XyxW/t4nKpPP5zl79ixnz57lyy+/vOZ2l8uF3+9n2LBhjBkzhrFjx1JfX88dd9zBvHnz8Pl8/TBqIdqrri5tl199tbXssUYiYbBmTYTnn6/B4ZCd4sFAURRmz/ZQX+9i48Yk332XwSrXvuYKlmWxY0eaQ4dyPPywj5kzXf3WccayLAqFzsfucPREwKxLwxJCiEGlpzqYXWn2bA+BgI0334xWHGb+9ts0kYjOs88GB0SAWQghhBBCCCGEKOemPW145swZFEXp0onlSkhrcyGEEEIIIYQQQoiua2kp8sEHcb7/vtDlde12hQcf9LFggQdVlXMzACNH2vn5z2v57LNERR22LjNNi9277Zw65eXOOzNUVfXsubOhIps1efPNaNmiTYDp093cc4+3D0YlepphGJw4caJdkGzfvn2cOXOmv4c2aGjaGOz28Wha7aWvUNv38+aNxTRDFItVGAbMn+/B69U4c2Ybe/a80Rb6ujIUVi40dvk2Ve3Zjz4q+V+/WiJh8NprrTzzTIDJk109Op6bicPhYPTo0YwePbqi5S3LIpFIVBxGa2lpIRaLdXhfP//5z6mpqelw3Ugk0uOfLw1muVyOXC5HU1MT+/fvv+b20aNHc8cdd3Dvvfcyf/58brvtNgmdiX4xYoSdZ54JsGZNtOz/cGNjkbffjrFqVVCOMQYRt1vl0Uf9zJ3r5qOP4ly82LXQcSpl8PbbUXbvdrJypZ+amr4vpygWrbKvT6ezfEhBOpgJIW5GM2e6KRQsDhzIUlXVflup6xbNzfqln7q3DRw3zsGLL9awZk204kmdTp3K88orYVavDhEK3bRlekIIIYQQQgghBomb/si1JwNh8mGiEEIIIYQQQgghRNcYhsXXX6fYsiWFYXT93MqkSU4efdRPMHjTn+a6ht2u8Mgjfurrnbz/fpxUqrLZlQGamzU++aSKO+7IMX58sVszOw9Vpmnx9ttRolG97LJ1dXaeeMIvk1INAuFw+JquZAcOHCCXy/X30AYURbGhqi40zY1pelDVKlTVh6oG0LQgqno5QFaDqnqx2+vRNH+H9zVmjI9Ro+xYVqmQ+sknAwC0tCxlyZIHaGnRSSYr324NRPm8yW9/G2HMGAfLlvmorbXh8cis9b1JURT8fj9+v59JkyZVtE6xWCQSiVwTJPvRj37EyJEjO1zHMAwikcg1wbP333+ftWvX9uRTGhIuXLjAhQsXeP/999uuq6ur47/9t//Ggw8+yJgxY+S9UvSZ+noXK1b4WLu2fCfao0dzrF+fYPnyjt/LxMA1ZoyDn/+8lh07Mnz+edc7ZJ86lefv/q6Fe++t4t57q/o0jJXPlz8udjp7ooOZbHeFEEOLYcDZswWSSaNsp8cb2fUMBm387Gc1/OEPUU6cyJdfAQiHdV55JcyqVUHGj5cO90IIIYQQQgghBi6pvBFCCCGEEEIIIYQQ/eLChQIffBCnqalrs8oDuFwqy5f7mDPHLQXJZdTXu/jTP7Xz4YdxjhypPCxTLCps2+amocHG7bfnqK7uxUEOIlu2pCoqIHI6VVatClbUXUD0nUKhwJEjR67pStbY2NjfQ+s3Xq+XYcOGUVs7HJdrOFCL3V6L11tHVVUdVVXDUNUaDh1yo6r2tvXOnOl6x8krnTqVp67Oht2u4HAojB/vYNgwe7tlcjmTcFgnHNZpafnhMho1BtWEb+fPF3j11TAAXq9Gba2Nujpbu0ufT5X3s35it9sZPnw4w4cPr3gdTdOoq6ujrq6u3fUTJ05k9OjR14TVpOPZtVpaWnj++ecBqK6uZvr06cyYMaPd5dixY+X/QvSKBQu8RCI627eX7/S7fXuaUMjGggXSkXawUVWFu+7yMn26i08+SXDoULZL6+u6xebNSfbty7JypZ9Jk/omEFBZwKySDmad3y4BMyHEUJJMmkSjOoZhLxsugxsLmEHpvOTq1SE+/TTBN9+U358AyGRMfv3rCI895mfuXM+NDUAIIYQQQgghhOglN33ArKc+0JMPuIQQQgghhBBCCCEqUyxabNqUZNu2dLfOzUyf7uaRR3xUVWm9MLqhyevVWLUqyO7dWT75JNGlGfzPnrXT0qLx4IMSlDp6NMeWLcmKlv3Rj/zU1t70p1/7jWVZNDY2XhMkO3z4MHq5atshwOVyMWLEiHZfw4cPv+bn4cOH4/G0L2yzLItz5wrs2ZPl0KEc+bxJOm2gqpl2y02Y4LihMeq6xYkTeaZNc3XyPFTGjHEwZkz7x9J1i9ZW/ZrwWTisl+3W0d/SaYN02uDs2fZBVYdD7TB4FgppqKp8/jBYPPTQQzz00EPXXG8YBtFo9JrgWWffp9OVFape5nK5Bm3XxWQyyTfffMM333zT7vqqqqprgme33norEydOlM/l+pluGiSLmfIL3oBquweb2nv7+8uW+YhGDY4eLf9/s25dgmBQo77++u9ZYuDy+TSefTbI8eNu1q5NVNSJ+EqRiM5vftPKrFluHn64949D8/nyx2o908Gs4iEJIcSApesK8biCpvX9cb6qKqxYUTr3s25dAtMsfyxqGBbvvRcjHNZ58MFq2acVQgghhBBCCDHg3PSnDeVgXQghhBBCCCGEEKLvnD6d58MP40QiXS/8qKrSWLnSx7Rp7l4Y2dCnKArz5nmYMMHBO+/EOH++8u5DmYzK+vUO6uoSLFlSfVPOdt/aqvPOO7GKll20qEpep30ok8lw8OBB9u/f3y5M1tra2t9D63F2u53Zs2dfNzB2+fvq6u4XqimKwvjxTsaPd/LIIxaHD2f54osUO3dmgZ4NbzU1FUmlTOrrnV0KHNtsCsOH2xk+vH3HM9O0iMeNdt3OLl/mcpUHa/tDoWDS0FCgoaH9tlnTFEKha4NntbWl7m9icNA0jdraWmprayteJ5vNtoXOKgmkvfHGG9x99920trZ2eHtH1zU3N2MYRi8+8xuTSqXYsWMHO3bsaHe9qqoEg0EmTZrEHXfcwYMPPsjtt9/O2LFjUVUJxPeFZDHDu2e+7tXHeHLCQoLO3muhq6oKTz8d4LXXWmls7LyjsmVZvPVWjBdeqGHECHuny4qBq77exZ/9mZMvvkiydWsaw+jafs3+/VmOHcvz4IPV3HGHp9cC4JV1MOuJgJnsRwghBi/LgpYWG5GIhqIouLt4CqYnS8Xmz/cSDGq89VasopAwwFdfpWht1XnyyQAOh+y/CiGEEEIIIYQYOG7qgFlPdS8TQgghhBBCCCGEEJ3L5Uw++yzBd991r9PBbbd5WLbMh9stRRc3KhSy8cILNXzxRYovvkhVNMPyZVu3pjh5Ms/TTwcYNuzmKa4tFEzefDNaUaHQpElOFi/uvWLom5lpmpw9e/aarmTHjx8fcud6HQ4Ho0ePZtKkScyYMYPbb7+d+fPnM3nyZGx92G7CbleYPdvDiBF2zp8v0tRU+spkei6slU4b7NmT4eWXW1m0qIo5c9wEAt17jqqqEAzaCAZtTJnyw/WWZbFpU4ovvqisA+FAYhgWLS1FWlquDT8EAjZqazXq6uztwmcej7xXDgVut5uxY8cyduzYLq03atQoRo0aVdGy/+N//A/+6q/+qjvD61emadLa2kprays7duzgV7/6FQA2m41Ro0YxY8YMFi5cyNy5c5kxYwbjxo2T4JnokMOhsnp1iJdfDpNIdB62LBRM1qyJ8NJLtVRXSyflwcpuV3jwQR+zZ7v5+OMEZ87ky690hXzeZO3aOHv2ZHn0UR+jRt1YR9frPUY5Tmf5bZoEzIQQQ1U6rXLhgo1CofvbsZ6ei3zyZBcvvljDmjXRijtlHj6cIxZr5Sc/CeHzyb6FEEIIIYQQQoiB4aYNmJnmwJ6tVAghhBBCCCGEEGKoOHo0x0cfxUkmu94hIxCw8fjjfm65xdkLI7t5qarCAw9UM2mSk3feiVVc/AKljkP/+I9hli71ceednm53SRosLMvigw/iNDd33tkCSq/Xp58O9lo3g5tJIpG4piPZvn37SKVS/T20HhUIBJg+fTrTp09n2rRpbZcDsQuPy6UwfryDceMcJJMGFy/qNDcXyxYvVyoe19m0KcmmTUkmTHAyZ46b6dNdFRVQl6MoCmPHlg/Fzpzppli0CId1IhFjwAcXYzGdWEznxIn2xfFer9YucHb50udTh/w2W3TNX/zFX7B69eoOO6M1NjZy5swZzp8/T3NzM4lEgnw+P6D/L3Rd59y5c5w7d45169a1Xe9wOLjllluYN28ec+bMYfr06cyYMYPx48cPuG2t6HvV1RqrV4d49dVWCoXOPz9OJAzWrInw/PM10m1kkKurs/Ov/3WIffuyrF+fJJ3u2rFqQ0OBl19uZf58D0uWVONy9dzroVwHM01T0CrIIehlDvEkYCaEGGwKBbhwwUY0euNhrN44LKqrs/PiizW8+WaUc+cK5VcAGhuLvPxymJ/8JNgroWUhhBBCCCGEEKKrbtqAmRBCCCGEEEIIIYToXem0wbp1CQ4cyHZ5XUVRuPPOUrGeFG/2nrFjHfybf1PLp58m2LWr8u5yum7xySdxjh/P8aMfBYZ0F4ft29MVvYZtNoVVq4LSOaiLDMPgxIkT7UJke/fu5ezZs/09tB41YsSIdgGyy5fDhw8fFIGfUMjGn/1Z3TXX67rFiRN5DhzIcebMjQVPruxQeeZMnjNn8qxdqzB9ups5c9xMnOi4od9VMFj+45Dbb/cwcWIp0KzrFpGITkuLTjj8w2U4rPdYqK63pNMG6bTB2bPtg2cOh9ph8CwU0iQY2wHdNEgWu9d5tVLVdg82tf/eQ+12OyNHjmTkyJEVLW9ZFuFwmJ07d7J7924OHDjA8ePHOXfuHOFweMCGzwqFAkeOHOHIkSOsWbOm7Xqn08n06dOZNWtWW+hs+vTpTJgwQYJnN5kRI+w880yANWuiZV/HjY1F3n47xqpVMqnAYKcoCnPmeJgyxcWGDV3vtm1ZFjt2pDl0KMfy5T5mzHD1yH5dodD5a9DhUCp6HOlgJoQYKizL4sCBHOvWOYhGO992dbbt64vjOK9X44//uIYPP4yzd29l7yvJpMFrr7Xy1FMBpk1z9/IIhRBCCCGEEEKIzknATAghhBBCCCGEEEL0KMuy2LcvyyefJMhmu95Fvq7OzhNP+BkzRmbu7QtOp8rjjweor3fy4YfxLq178mSeX/2qhcce8zN9+tArgjlzJs9nnyUrWvbRR/2MHFm+Q9LNLBwOX9OR7ODBg+Ryuf4eWller5dZs2Yxe/ZsZs+ezd/93d9x8ODBa5YbP378NSGyadOmEQwG+2HUPcdmUxg2rOPX96hRDu67r5pUymDfvix792Zpairf8a8SxaLF3r0Z9u7N4PdrzJ7tZu5cDzU1Xf9oIxDQUBSl0+BANGowcWLp+8vP+ernbZoW8bhxTfCspUUnl+v6e15fKhRMGhoKNDS0n01f0xRCIRu1tRp1dfa2y5oa7aYOeSeLGd4983WvPsaTExYSdFb36mP0JEVRqKur45FHHuGRRx5pd1s+n+fYsWMcPHiQQ4cOsWfPHvbs2cP58+cHbPAsn8+ze/dudu/e3e56l8vVLnB2+XLixIkSPOvE7tYTN7T+bTWTe2gk3VNf72LFCh9r15bfHz56NMf69QmWL/f3wchEb3O7VR57LMDcuR4++ije5f2YVMrgD3+Isnu3k5Ur/YRCN1aCUa6DWaXdXcsHzCoekhBC9JtoVOfjj+OcOJEnlysfjG1uLtO+8ZLenOjFZlP40Y/81Nba2LgxUdE6xaLFm29GWbrUYOFC76CYiEYIIYQQQgghxNAkpw2FEEIIIYQQQgghRI+JxXQ++qhU+NFVmqawaFEV995bJbOp94Np09yMGePgv/yX45w+Xfl62azJ738fZe7cPCtW+CoueBzoEgmDt96KYZrli+Lnz/cyd66nD0Y1OFzuFHN1mKyxsbG/h1aWoihMmjSpLUh2+evqUEFTUxP19fXtgmRTp07F6/X24+j7V1WVxj33VHH33V4uXtTZsyfD/v1ZMpmeCV3F4wZffpniyy9TjB3rYM4cNzNnunG5Ktvm2GwKPp9KPG5cd5lotHwxoqoqBIM2gkEbU6b8cL1lWaTTJi0tOnv2ZCuerX4gMAyLlpYiLS1FDh9uH/gMBK4Mnv3Q9Uy6NYqrOZ1OZs2axaxZs9pdn8/nOX78OAcPHmTXrl1s27aNM2fO0NDQgGFc//+xP+VyOXbt2sWuXbvaXe92u5k6dWq74NmMGTOYMGECmjZ0u7neTBYs8BKJ6Gzfni677PbtaUIhGwsW3Lzv/UPN2LEOfvGLWr75Js2mTSkKha7tw1yefGPRoioWLuz+MW0+3/njOp2V3a90MBNCDGamabFtW5rNm5MUiz0/WUFv57cUpXSOs6ZG4913YxU/hw0bEoTDOo8+6pfttBBCCCGEEEKIfiEBMyGEEEIIIYQQQghxwyzLYufODBs2JLtciAcwerSDxx/3M3y4dIDqT9XVGkuXFtm1K8+ePS66Uve9Z0+Gs2cLPPlkgHHjBnf3OV23+P3vo6TT5X8BY8Y4WL7c1wejGngsy6KhoYH9+/ezb98+vvvuOw4cOMCxY8fQ9cpmDR8IfvGLX3DHHXcwe/ZsZsyYUVFI7K//+q/7YGSDk6IojBxpZ+RIP8uW+Th+PM+336a7FTy+nu+/L/D99wU++STBrbe6mDvXzaRJTlS18wK8YNDWacAsEul+2EVRFKqqNKqqNCZOdHL//VX87ncRWlsHz/9CR2IxnVhMv+bv5/VqbYGzM2c0bDYNn8/E47F6vVhTDC5Op5OZM2cyc+ZMVq1a1XZ9oVBoC55d7np28OBBjh8/PmDfQ7LZ7HU7nl0OHF8ZPps4caIEzwahZct8RKMGR4+W77C6bl2CYFCjvt7VByMTfUFVFe6+u4rp09188kn8muB1ObpusWlTkn37sqxc6eeWW5xdHkP5DmYSMBNCDG0XLhT48MM4Fy/2TGfsjvTVMcv06W4CAY3XX4+STFZ2vLlnT4Zo1GDVqqBM7CGEEEIIIYQQos9JwEwIIYQQQgghhBBC3JBwWOeDD2KcO1fo8rp2u8KSJdXceae3bDBA9A1FgSlTCgwbprN9u5totPLC6GhU57XXWlm0qIr7769C0wbn3/STTxKcP1/+9ez1ajz7bHDQPs+uyGQyHDx4kH379vHNN9+wc+dOjh07RiYzeLo0Xc/PfvYz5s+f39/DGJI0TWHqVBdTp7r47rsMH34Y69H713WLgwezHDyYpapKY/ZsN3Pnuhk2rOOwcjCocebM9e8vGu25bkqhkI2f/ayWN96IdOv9caBLpw3SaYOzZ/OcPm0nny8FM202C5/PxO83GT5cY+TILHV1doJB7abYVorKORyOtg5gV7ocPLscOLt8efTo0QHd8ex6wbOpU6deEzy75ZZbbqrg2eWIy2DZAqiqwtNPB3jttVYaGzsvbLcsi7feivHCCzWMGCETZQwlfr/GqlUhjh3LsXZtglisa8HX1ladX/+6lVmz3Dz8sI+qqsr/58t3MKssbFAuqysBMyHEQJPPm2zalOSbbzJYVte7ljkcCoVCz3c7u1GjRjl46aVa1qyJVByaO3s2z8svh1m9OkhdnexjCCGEEEIIIYToOxIwE0IIIYQQQgghhBDdYhgWW7em2bw5iWF0vYBj4kQnjz/uJxiUU1QDUSBg8tBDafbvd3LkSOUz71uWxRdfJDl5Ms9TTwWoqRlcf9/duzN8+2267HKqqvDMMwF8vqFVIG6aJmfPnmXv3r18/fXXfPPNNxw5coSWlpb+HtoNq6mpYfr06W1dZi5fjh49ur+HdlOYN8/N4cPZHu1kdqVUymDr1hRbt6YYNcrBnDluZs1yt5vxPRjs/P81Gu3Zrkkej8of/3EN770X48CBbMXrBYM2Vq70YZqlEHdLi044XPrKZrveJbQv6bpCJKIRiWg0NNiJxaJAKWwYCtmordWoq7O3XdbUaDgcg2dW/t2tJ25o/dtqJvfQSIauK4NnzzzzTNv1sViMt99+m02bNrF7927Onj1LOl3+/bo/5XI59uzZw549e9pd73Q6OwyeTZo0adAGzywsdMvEMI22y5CzGhOLvFEqpLapKjVOP7UuP0VT53SysZ9HfX0Oh8rq1SFefjlMItF5sLFQMFmzJsJLL9VSXT04/37i+qZMcTFxopMvvkiydWu6y8e9+/dnOX48z4MPVnP77Z6KJlXpqQ5m5cYqATMhxEBy9GiOtWvjnXac7siwYTp2u8Ztt1UzZoyDrVtTZTs4Qumc5Pjxju4Ot8t8Po0XXqjhnXdiHDlSWXfMaFTnn/6plWeeCTJpUtc7YgohhBBCCCGEEN0xuKo7hBBCCCGEEEIIIcSA0NBQ4IMP4hXPvHsll0tl2TIft93mRlGkqG0g0zSYOzfPyJE6e/Z0rfDmwoUCf//3LSxf7mfevMHxt25oKPDxx/GKln3ooWomTBjcBT7xeJy9e/eyZcsWtm3bxqFDh7hw4QJ6uXYHA9zo0aOvCZFNmzaNurq6/h7aTU1RFFas8POrX7V0K5TcFQ0NBRoaCqxfn6C+3sncuR7q652EQp1/JJLNmmSzJm53zwWebLZSJ5xAQOOrr1IVrRON6rz9doyf/CTEPfdUtV1vWRbptNkudHb5slwAor8ZhkVLS5GWliKHD7cvqAwErgye2airs1Fba2sXDhQiEAjws5/9jJ/97Gdt17W2trJjxw4+++wztm7dytGjR4nFYv03yArl83n27t3L3r17213vdDq59dZbufvuu1m8eDEPPPAAw4cP76dRXsuyLDJ6nkQxw/lUCxcyreSNInmjQN4o0pKNtVvebXNiVzXs6g+hq0g+Qc4oMMpT28ej77rqao3Vq0O8+morhULn4d5EwmDNmgjPP18zqEKzojJ2u8KDD/qYPdvNRx8lOHu2a2H5XM7k44/j7NmT5dFH/Ywc2Xknmp4KmJULWAzSPKsQYohJJg3WrUtw6FDlE3JcqarKZMIEGDeudM7KblcqCpj1xykqh0Nl1aogGzYk+frryo4NczmT3/0uwiOP+LjjDm8vj1AIIYQQQgghhJCAmRBCCCGEEEIIIYTogmLRYvPmJNu2pTHNrgcEpk51sXKlX2b3H2SGDzd4/PE86bSb/fsrL/opFi0+/DDGsWM5Hn/cj9c7cP/umYzJm29GKypEmjnTzV13DZ7CHl3XOXz4cFsB/oEDB/j+++/JZDL9PbRuUxSFiRMnXhMkmzp1Kn6/v7+HN6CZuk6xlwMY9kAA1Xbtxw81NTYWLqziiy+Svfr4lxmGxZEjOY4cyeHxqGUDZlAKd7ndPTuTvaIoLF3qIxDQ+PjjBJZVfjuTzZr8+tetPPlkgBkz3G33U1WlUVWlXRNwzec7Dp5FIkZFj9efYjGdWEy/prud16u1C5xdDqH5fOqgCC2L3ldTU8OKFStYsWJF23Wtra1899137Nixgy+++II9e/YMmi6c+Xyeffv2sW/fPv7hH/4BgOnTp7N48WIWL17M/fffT21t7wazLMsiZxRIFDPEC2kSxQyJQun7ZDGDbpbCrFk9T3M22q3HyOg5zqQuYloW6gD/Xx4xws4zzwRYsyZadlva2Fjk7bdjrFoVrKhLlRh86urs/MmfhNi7N8v69Qkyma51Fb1wocA//mOYBQs8LFlSjdPZcRgxn+/8fq+33pUsyyp7XCMdzIQQ/cmyLL77LsNnnyXLbvc6YrPBiBE6gYCB0/nDsZHdrpCt4LRVf71XK4rCQw/5qK218eGH8YrOrZqmxUcfxQmHdZYt88l+hhBCCCGEEEKIXiUBMyGEEEIIIYQQQghRkTNn8nz4YZzW1q53N/J6NVau9DFtmkuKwgcphwOWLw8yZYqLjz+Ok8tVXgB09GiOX/2qyBNP+JkyxdWLo+we07T4wx+ixOPlOwANG2bn8cf9A/Z1HA6H2bVrF7/5zW/Yv38/Z8+eJR6PD/iAyfXYbDbq6+uv6UZ266234na7+3t4A45uGiSLnQcH85EI37/9drcfw2uoaHT++p/w05/ivE4IYtGiKvbuzVT0/+bzaT3WmSuTMclkCmWXi0YNRo3qkYe8xh13ePH7Nd56K1a2Gw6UOo+89VaUWMzgnnu8nW53nE6V0aMdjB7dPhyn6xaRyLXBs3BYryhQ25/SaYN02rimU4zDobYLnF2+DAY1NK3vt82WBQVTx7AMVEXFrtrQBuh7xM2gpqaGZcuWsWzZsrbrwuEw3333Hd999x07d+5kx44dNDQ09OMoK3fo0CEOHTrE//7f/xuA2bNntwXO7rvvPoLBYLfuN28UiBcylwJkaeKFDMlihngxTdHo/U6mWT1PvJAm5Kwe8CGz+noXK1b4WLu2fJfbo0dzrF+fYPnymzvsXkmY3UokIHVt9xbLssiHw2Uf43ph9t6mKApz53qYMsXFxo0JvvuuaxM2WJbFN9+kOXQox/LlPqZPv/b4uCc6mBkV7D5JwEwI0V+am4t8+GGc778vf3zWkWDQYMQIA027dnvpcFS2bevv3Y/bbvMQDGq8+WaUbLay82vbt6dpbTX48Y8DFYWNhRBCCCGEEEKI7pCAmRBCCCGEEEIIIYToVD5v8tlnSb79Nt2t9efO9fDwwz7cbil+GApmzXIzdqyd996Lc+ZMvvwKl6TTBmvWRJg/38uyZT7s9oFT0Pj550lOnSr/XFwulVWrgjgcA+O1nMlk+Oqrr/j888/Zs2cP+/bto7Gxsb+HVZaiKEyePJnZs2cza9YsZs+eDcBf//VfXxMkmzx5Mna7vZ9HPHgkixnePfN1p8vomQwxX/c7iC1OVOMzut+N0G5XWL7cx5tvlu98s2hRFbW1NvbsyXLoUJZisfcDUdFozwTarqe+3sXzz9ewZk2EZLKyx/rsswTRqMEjj3R9tnqbTWHYMDvDhrX/P7Isi1jM6LDrWaUFjv2lUDBpaChQygf90J5A0xRCoWuDZzU1Wo9vty2gaOr47V7Seg5VUVCV0kdupmXi1Jy4VDuRQhK7aisTyRS9rba2locffpiHH3647bqWlpa20Nm3337Ld999x/fff9+Po6zM5Q5nf/M3f4OiKNx222088MADbYEzn8/XtmzB0H8IkBXTJAsZ4pc6kuWN7hV096SiqdOaTxJyVg/4UOaCBV4iEZ3t28sfD23fniYUsrFgweDpdtvTirEYZ373u86XOX0aJX/t/nfR6eTM2bNlH6OzMHtf8HhUHnsswNy5Hj76KE5TU7FL6yeTBm+9FWXyZCePPOJv12W1UOh8f6eS8EQlIfJ+yOcJIW5yum7xxRcpvv46hWF0/diurs7kT/4kQV1d++OoqipYtKgOgE8+SbB/f/nw78MP+5k9+9pJayrpet1TJkxw8uKLtaxZE6l4Mq/jx3P80z+1snp1kEBANuRCCCGEEEIIIXqeHG0KIYQQQgghhBBCiOs6dizHRx/Fu9VBJhCw8eijPiZPHngdq8SNCQRs/PEfh9i2Lc3nnye7VBi0c2ea06fzPPVUgFGjHOVX6GWHD2f56qtruyd05KmnAtTU9N8pVcMw2LVrFxs2bGDDhg189dVXFAr9XyDemWAwyOzZs9t9zZgxA6/32qLrJ598sh9GKPrD1KkuJk92cuJE58HOzz9P8n/8H8N48kknjzzi4/DhHHv2ZLsUbu2q/fuzLFzYebewGzVypJ0XX6zld7+L0NxcWUH6t9+mSSRKs9X3RFhKURSCQRvBoI36+h+utyyLdNrsMHjWU93keothWLS0FGlpKXL4cK7dbYHAlcEzG3V1NmprbXg8XftdGpZJVi+QNfLopoGCgl3VUJX2oUvd1InqeVpzCVRFxanZcap2dMvApnQ/oCl6Tl1dHcuXL2f58uVt1zU3N18TOjt//jzfffcd586d4+DBgxw6dIiDBw9y5MgR8h2EY/qSZVns2rWLXbt28T//5/9EVVWmzJ7OjLtuY/L8GYybOwWXd2B3+9RNncilkNlAt2yZj2jU4OjRXNll161LEAxq1NfLcdBQN3asg5//vJZvvkmzeXOqog6lVzpxIs+vftXCokVVLFxYhc2mkM93fh+VdK2pLGA2sIOdQoih5fTpPB99FK84SHUlTVO4994qdL1AJnPt8VN1tdU2ocaoUXZOnSq/v11XZ7tmEo7+UFNj48UXa/n976OcPl3ZvmVzc5GXX27lueeCjB3b/+fVhBBCCCGEEEIMLRIwE0IIIYQQQgghhBDXSKeNS7P+ZssvfBVFUViwwMODD1YPmE5PouepqsLChVXccouTd96J0dJS+az94bDOK6+0snhxNQsXervckaenhMM6774br2jZ+++vZsqUvi8SPnnyJBs2bOCzzz7j888/Jxot3/Wpvy1YsIBf/vKXzJ49m9GjR/dqUEcMToqisGKFn1/9qqXTgGo2a7JxY4LHHgvgdKrMneth7lwP0ajOvn1Z9uzJEo12vUCxM01NRf72b1uYO9fD7Nlu/P7eCQP5/RovvFDD738fraiDIpRC36+91srq1SGqq3tnXIqiUFWlUVWlMWGCs91t+XzHwbMzZ3q/s9yNisV0YjH9mlCjx6O263Z2+dLn+2H/xbBMYoU0kXyS5mycUv+yypmWSVbPkyXP/sgZPDYnPrsHn8ODaQ3sbnE3m2HDhrFixQpWrFjRdl04HKa2tpZ58+bxox/9qO16wzA4depUu9DZoUOHOHLkCLlc+QBSbzBNkyN7DnBkzwH4e9BsGhNmTmHqnbOZeuccJt02Dad74AWeSiGzBEXTwK4O3ACmqio8/XSA115rpbGx8/1ey7J4660YL7xQw4gR/V+8LnqXpincc08VM2a4WbcuzpEjXdsG6LrFpk1J9u/PsmKFv2zHVqezpzqYyT66EKL3ZTIm69cn2LOnfFexjowb5+Cxx/zU1dn5/PPyy1c6gUR/nYfqiNut8kd/FGLt2jjffVfZ7ymdNviXf2nliScCzJo1sCcUEEIIIYQQQggxuEjATAghhBBCCCGEEEK0sSyLAwdyrFsXJ5PpetFzba2NJ54IyAy6N5GRI+38/Oe1fPZZgh070hWvZ5oWGzcmOH48x1NPBQgE+vZUZT5v8sYbkYq6DNTXu3jggao+GBW0trby+uuv88Ybb7B7924yme4VYfWVUCjE1KlTuf3225k1axbTpk1j+vTphEKh/h6a6ILM+fMVLxs5lqFwVWeN2rvu6vJj1tTYuOceL19+2XkHwV27ssyb52H06B/eV4JBG/ffX81991Xx/fdF9uzJcPBgrmzHj0q1tups3Jjg88+TTJzoYO5cN1Onuno8NO1yqfz0pyE+/DBeccFlY2ORV14J89Ofhvp8xn2nU2X0aEe7vwXAZ58doKEhTTKpEo9rJBIqiYRKoTDwg2eZjMnZs3nOnm1/vd2hoIxo5mTNeXRHFs1u4bArdDVcdi2LjJ4jo+e4mI3w7pmt1PtHM9pbyxhvLS5N9p8Gmtra2g6v1zSN+vp66uvrrwmenT59mieeeIJDhw710Sg7ZugGJ/cc5uSew3z8D2+i2W3cMmcqUxdcCpzNnYrd2XuvOcMy4DqbZcNq3xFRNw2OJy5Q7xuFXR24H187HCqrV4d4+eVw2a6OhYLJmjURXnqpttdCwWJg8fs1nnsuxNGjOdatSxCLdS0EHw7r/OY3rWWXqyxgVv7xJGAmhOhNlmWxf3+WTz5JdOv8osul8tBDPubNc3dp0ppKA2baAHtr1jSFRx/1U1trY/36JJZV/rhD1y3efjtKOKzzwANVMrmPEEIIIYQQQogeMXDP0AshhBBCCCGEEEKIPhWPG3z8cZxjx7redUFVFRYtqmLRoiopVLsJ2e0Kjzzip77eyfvvx0mlOi+4vdK5cwX+7u/CPPKIj9mzu1Y41F2WZfH++3HC4fKVl8GgjaeeCvTauLLZLJs2beJf/uVf2Lx5M83Nzb3yODdCURRqamqor6/n9ttvZ/78+UybNo2pU6dSXV3d38MTZexuPdHuZ7NYJOduv50vDr9+wOCWpkKvjAtg0aIq9u3LEo9ff5thWRYff5zgxRdrrpllXlEUxo1zMG6cgxUrLI4cybFnT4ZTpwoVFeSVY1kWp07lOXUqj8OhMmOGizlz3Iwf7+ixbYKmKTzxhJ9AQGPz5mRF68TjBq++2sqqVUEmTnSWX6GXaRoEAiaBgMnYsT9sV6uqVObNG9Zh17NsdmB27irYMqTcLaQ8LeTNFIlMAq7I/mUdBpqmoKqgqQppw8TtVLHbStd1Vd4ocDLRwMlEQ2lb6/Qx1lvHGG8ttS6/FIkOQpqmMWnSJIrFyju79hWjqHP82wMc//YAH/5qDTaHnUlzp7V1OLtl9q3YHD0RXFWwqSoZPY9N0cibRXSz/L5h3ihwPHGByb7ROAZwyKy6WmP16hCvvtpadqKCRMJgzZoIzz9fc9N3dg5v397uZyMW6zAFZdhshJuarrm+O2H2/nLrrS4mTnTwxRcptm5NY5o9G7h2Osu/lqSDmRCiP0UiOh9/HOfkyco6NV9txgw3y5f7uhXQrjxgNvC2gYqicPfdVdTU2PjDH2IVTYgEsGVLktZWnSeeCGC3D7znJYQQQgghhBBicBm4Z+d72S233NIr96soCidPnuyV+xZCCCGEEEIIIYToDZZl8e23GTZsSHar+8uoUQ6eeMLP8OF920lFDDz19S7+9E/tfPhhnCNHKg8q5vMm774b49ixPI8+6sft7t0C3K1b0xw6lC27nN2usGpVsEfHY5ome/bs4Y033uCDDz7g+PHjmObACFooikJtbS2TJk1i3rx5LFy4kFmzZlFfX4/L5erv4YkhyOFQWb7cx5tvRjtdrqGhwK5dGe64w3vdZex2hVmz3Mya5SaRMNi3L8uePZmKgqSVKBRMdu/OsHt3hmDQxpw5bubMcRMM3vjHLIqi8MAD1QQCGh98EK+oED2XM/nNbyI8/rifuXM9NzyG3qAopZBuMGijvv6H6y3LIp02OwyelesI1BsMtUjKHSblbibv6LyjHoBhWBgGFLGIpHTUS2FGm03BblewX7pUbBaWVfo9VMKyLMK5OOFcnN2tJ3BqDsZ4a6W72SBjWRZZI8+WPds5fvYk3373Lbu/283hfQc5vu8wiXDn27u+pBeKHN2xj6M79vH+/++3qJrGiImjmX73XG5ffl8pcGa//jbOrtpxaXYcWukyZxSxKSqaqnHly96wLCL5JLpZfnucN4ocj19gsn90DzzD3jNihJ1nngmwZk20bKC5sbHI22/HWLUqeE1QWgxdDofK0qWlCTQ+/jjB2bPdC1l0pLIOZpUEzHpiNEII8QPDsNi2Lc3mzcmKtkNX8/s1Vq70M2VK988/DNYOZleaMsXFz35Ww5o1kU4nY7nSgQNZYjGD554LUlU1gJ+cEEIIIYQQQogB76Y9bXjmzBkURemRWUyvJLNJCiGEEEIIIYQQYjBpbdX54IN4twrebDaFJUuquesurxRLijZer8aqVUF2787yySeJimdcBjh4MMv33xf40Y8C3HJL73TlOXUqz4YNlXUJeuwxPyNG3Hhw8vTp06xdu5Y333yTnTt3kst1vUtgT1JVlVAoxMSJE7ntttu47777mD9/Prfccgu2AVhpqpsGyWKm/II3oNruwaZKEdbVLNPELBRAUVBUFaUXqvCmTnUxebKTEyc6fx/auDHJ9OnuigoGfT6Ne++tYuFCLw0NRfbsyXLgQLbHumZFozqbNyfZvDnJ+PFO5s51M326q6KOIp2ZO9eDz6fx5pvRigLfpmnx3nsxYjGD+++vGjSfTyiKQlWVRlWVxoQJ7bf1+XwpeHZ1+CwaNXq0A4yJSdYVJeluIeOKgHLj963rFrpucTm+bCoGebuBotDW9Syhm9jtYLeraGU2t1d3N6t1+RnjqZXuZgOAZVnkjAKJYoZEIUO8mCZZyBC/9HNbkEqFwPyJLJ4/kcU8hWVZxJpbOXvwBGcOHOPMwROcPXCcRGusX5/PZaZh0HDiHA0nzrHhNx+gqCo1I+uYdtsslj62nBWPraSuKojf4UE3TT48t63d+hfS4Q7vV1MUapzVRPJJihWEzApmkRPxC6QKWYLOgdsptb7exYoVPtaujZdd9ujRHOvXJ1i+3N8HIxMDybBhdv7kT0Ls3Ztl/foEmcyN74tIBzMhxEB04UKBDz6I09TU9S6uiqJw111eFi+uuuGOn4O5g9mVhg+389JLtbzxRpTz5yvrKn7+fIGXXw6zenVIJgETQgghhBBCCNFtA69aoI/15AdwPR1WE0IIIYQQQgghhOgtNzqr8IQJTh5/3E8odNOfXhIdUBSFefM8TJjg4J13YhUXwwAkEga//nUr99xTxZIl1T1a+BiL6fzhD+U7TQDceaeX2bO71xUoEonw+eef8/bbb7NhwwbC4Y4LrnuToig4nU68Xi/jx49n9uzZLFq0iMWLFzN+/HhUtXe7xPWkZDHDu2e+7tXHeHLCwgFdxH4jLErnrk3LxLAsdKNITjUxsbAABTDtKpppoZmgWhaq3YFZvBQsuyJ0aJkmlmVSiERQ7HbUS1+WZXX7XLuiKKxY4edXv2rBMK7/v5nNmmzcmOCxxwJduu/Rox2MHu3g4Yd9HDuWY9euTNkwW1ecPZvn7Nk8a9cqTJvmYs4cDxMnOrodvL7lFic/+1kNv/td5bPVb96cJBYzeOwx/4AvlCzH6VTb/mZX0nWLSOTa4Flrq06xWNl+jIVF3p4i5Wkm5Q5jqjfe3c5STK4XFbCU0i2W9UOhfyT1w2MqChTJ4nNbeDwqHo+K16Picqtc/fKxLIuWbIyWbKxdd7PLHc6ku1nvyBuFSwGyzKUAWZpEIUOimKFgdK94Oji8luDwWuYuuQso/W2jTeFLobPjnD14nDMHjpOMlA8t9TbLNAlfaOLLC018+dEGfvmLvyIUCjFz5kzuXXwfrvljGHnL2Ir2KVRFIdTFkNmGxj087VyIz3H97pX9bcECL5GIzvbt6bLLbt+eJhSysWDBwH0+oncoisLcuR6mTHGxYUOCXbtubOIEh6OnOpgN7n0GIcTAkM+bfP55kh07Mt2qmRo50s5jj/kZNapn9meHSsAMoKpK41//6xrefz/GgQPZ8isA8bjBP/1TKz/+ceCGOsEJIYQQQgghhLh5SQWQEEIIIYQQQgghxE2msbHIBx/EaGzsemGs06mybJmPefPc0jlDlBUK2XjhhRq++CLFF1+kutR9ZuvWFCdP5nn66QDDht34zMu6bvH738cq6howbpyDZct8Fd93Lpdj69atrFu3jvfee48TJ07cyFC7ZebMmdx///3MnTuX2bNnM2PGDLxeKWAeykzLJGcUyep5MnqerJGnKRvl+3QLumlQNHWKpkFTtn2o0q+6sJsKpWhZia6X/i90RSHtVNDQ0VQV1YS0x4Zdt7AbFqoFlmGgZ9oXRkd37ULzeLB5vdg8HvLRKI5QCKXCIGNNjY177vHy5ZepTpfbtSvLvHmea8JHlbDZFKZPdzN9upv/8l8udqm7YiWKRYt9+7Ls25fF59OYM8fNnDkeamu7/jHMsGF2XnyxljVrIhW/V+/ZkyGRMHj22SAu1+AJkFbKZlMYNsx+zfuBZVnEYsY1wbNwWG/rWKdreZLuFlLuZor2ygozK1WwZVAsBc10oJl2LMXEUHRMVW8LmF2PZUEqbZJNtP8bK4qC263i8Sh4PRoej9IWQLtcCNvT3c1u5k6RRVMnXsiQLGaIF9IkCmkSxQzxQoa8UXlAvrsURSE0oo7QiDpue/Bu4FLo7GKYM5fCZpc7nqWiiV4fTzmRSIQvvviCL774AgBVU6kZNZxJt01jxsJ53DLrVoZNGHXd0JluGZxMNJLRy3dzzRSzrD2/kxVj5uMfwCGzZct8RKMGR4+Wf07r1iUIBjXq66XgWxk1CpJJiEbBMEBVweNBGTYM3+jRJI4d6+8h9jiPR+XxxwPMnevho4/iNDd3/Xgc4M03I9xzTxWBwPW3qU1NOul050H1SES/bsgsFLJJAE0IUdaRIznWro2TSFQ2McaV7HaFxYuruesub7cn5+iI01nZffVCc+5eYbcrPP10gNpaG5s3Jytap1Awef31KMuWlX6/cv5WCCGEEEIIIURX3PQBs57qOiYH5EIIIYQQQgghhBjodN1iy5YkX3+d7lLQ57Jbb3WxcqUfn2+QVGGIAUFVFR54oJpJk5y8+26MSKTyjjFNTUX+8R/DLF3q4847Pd0+B2dZFh9/HKehoXyheFWVxjPPBDudzdo0Tfbt28f69ev54IMP2LFjB8Vi9wpEu2vUqFE89NBDPPTQQyxZsoSRI0f26eOL3qObRik0ZuTJ6gUyeo6sUWgXJMvqBbJG/prz21k9TzjXvuvN1cvYFJUrw2WlZUqdakzTwHTYsTSVyyWCzf4fPkawGeAZ76ZK8+PJ6ngyOp5sEXexiBmPU4yXHvv7P/wBu8+Hs6YGZ10drro6nLW1OGtrUR0dh8MWLapi375sp127Sv/LCV58seaGihDHjLFz6lTPdTG7WiJh8OWXKb78MsWYMQ7mzHEzc6Ybt7vy4Fd1tcbzz9fw1lsxjh8vH1oAOHUqz6uvtvLTn4bw+2+O92pFUQgGbQSDNurrf7i+YBQ53NzIvovnORtvxUibkDHJZFTy+Z4IFypopg3NsKNaNpTL/1OWhoYdywBLMTBV/VLgzKDUT7A8y7LIZAwyGQjT/j3T6VTxelU8bhWP94euZy3WjXU3G+qdIi8H6OKFDIlLXcgudyWrJOjU1xRFITSyjtDIOuYtvQcovS4ijS1tHc4udzxLxdqHzgK1IWLhSJ+N1TRMWr5vpOX7RrZ/8DkANoedMVMmUH/HTCbMqGfCzHqGjS+FzmyKxiTfKE4mGioMmeVY9/1Olo+9g4CjqrefTreoaqnw+7XXWsuGgi3L4q23YrzwQg0jRtz4BAqDmZVIQCxW+uFylX82i9XQQGGIT5IwbpyDX/yilu3bSx3FK+3EednBg1l+/esI48c7GDvWQUd5zuZmnUOHOg9V/8M/hLne4dWf/Vldj0zyIYQYmhIJg3Xr4hw+3L39qPp6FytX+ggEer5krdLzRoOhg9llilI6r1ZTY+P992MVdam0LItPP00QDus88sjg73QthBBCCCGEEKLv3PQBMwmGCSGEEEIIIYQQ4mZw7lyB99+P0dpaebjnMq9XY8UKHzNmuORciui2sWNLhZSffppg167Ku6QUCiZvvx3h22/TrFjho7q666GJvXuzfPXV9Wd6drtVVFVBVRWefTbY4WOcO3eOzz77jE8++YT169eTSPRtFxGbzcYjjzzC0qVLWbp0KVOnTpX/x0HEsiwKZpHMpWBYRs+T1fNkjUsBsiuuLxh9G1a0LAtT17EMA6tMaEvXIFptJz6yfeG3u8qLJ2/hyZt48yYjnDp+K4+36SK5pibaIm+KgsPvxzlsWCl4VluLs64Om9eLw6GyfLmPN9+MdjqGhoYCu3ZluOOO7hefh0K2Xg2YXen8+QLnzxf45JMEU6e6mDPHzeTJzooCcg6Hyk9+EmTt2gTffpuu6PGam4u88kqY1atDjBx5cxWGm5bJxUyUE4kLnEk1oZsGeGCUp/3vQTcsMhmz9JU2yWRN0mmTXM4qOymhapVCZZphQzUvB9WuDUVe/uuW4mYalmJhqgaurIOiPYd5qbuZUsyhmh2HKk2bA5T2qYF83iSfN7k6PmS3K3gudTvzeoo0ejIc9F7A5VSocwduqLvZYGFYJslihkQhc6kDWbotVJbRcz024WR/URSFmlHDGDZmJA8+upxquwef3U2qKcbpA0c5svcg+3bv5d//+3/PnDlz2LJlC5s2bWLTpk0cPHiwT8eqF4qcOVAKwl3m9LiZMLOe8TMmM2FGPRPnTkWpdpGuJGSmXwqZjZlP0DkwQ2YOh8rq1SFefjlctotLoWCyZk2El16q7dZ+7VBgFotY8XjHN1oWmQsXKESjOAKB6wbTBztNU1i4sIqZM92sWxfnyJGuhTRM0+L06TxNTUXq610Eg9o1t3dGVZXrhsuEEOJ6LMvi228zbNiQ7NakDQPp/OJg6WB2pVmz3AQCGm+8ES3bpfKy777LEImUOl13ZcITIYQQQgghhBA3r5s6YDbYP0wSQgghhBBCCCGEKCefN9mwIcnOnZUVpl9tzhwPDz/sw+ORIgRx45xOlccfD1Bf7+TDD+NkMuULkrJZk507M+zcmeG992LcequLurrKT2smEga7d2c7PRc4f74Hr1dj+XIf48aVilhjsRibNm3is88+Y8OGDRw/fvy66/cWTdOYPHkyjz/+OL/4xS+YNGlSn49hoNrdeuKG1r+tZnKPjMO0THJGgcx1O41d/r6AcZ0QSX+ydB09l8MybmxsuqqQcCskLhWsXfDnUe0mCuA2VaoMlSpTK12mClTHIziPHW3r+mTzeHDW1VFTW8uUagcnW6ownL5rwjWXbdyYZPp0d7ffm64uwu7II4/42bs3y4UL5TsfVsIwLA4ezHLwYJaqKo1Zs9zMnetm+PDOQ2CqqrBypY9gUOOzzyoLtiaTBq+91sozzwSor3f1xPAHtGg+xclEAyeSDWSK5Qv0bZqCr1rDV311MX7pPSeTMUlnTOIZi5yhYOQ17AUPjqKXRFUjAIqpY8+2dHmsdY0pAHSbRd5pEWpNUHBaWMq171GZmmmY9sr+fsWiRTyuU8pr/BBS1TQFjyeDx3MRj0cl6HUxqbaOqcOGM7a6su5mA4lpmaSLOeLFNPFC5lKArNSRLKV3/l4/mCiKQrXdg9/hwWf34nN48Nu9VDs8VNmuKsgeBsy6C37S/j6eeuopnnrqKQCam5vZvHlzW+Ds6NGjffdkLslnshzdsY+jO/a1XTfm1olMuH82tyy7Dd/Imk7Xz+p51p3fwYox8/utE1451dUaq1eHePXVVgqFzvdxEwmDNWsiPP98DQ7HzXecpadSZZcxCwVyLS3YvF7sPl8fjKp/+P0azz0X4ujRHGvXxjvt5NqRTMZk794Mw4fbmTTJicNR2j6YZQ6zOup6JoQQnWlqKvLhh3HOn+/e8dHtt3tYutTXJyEnp7N81+LB2tFr7FgHL71Uw5o1UZqbK5uc5vTpfNskJDU1N3WZoBBCCCGEEEKICty0R45mubOqQgghhBBCCCGEEIPc8eM5Pvqo60VqUCp0e/RR/01RmC763rRpbsaMcfD++zFOnKi8i5CulwIaI0bYmTzZic3WeUFQoWBx8GBlXUumTVNJp3fwf//fG9mwYQM7d+7sl3OINTU13H///bzwwgs89NBDOIZo14aBTjeNUjjsim5jGSNf6jTW9n2enFEYnIEGy8LI5zELPROeuu7DABnVJKOaNNO+g6bdUvBeCp5VGzmqGmJ4z59iSgHSxzIYio2iK4juDlF011B0hdBdQSzNTjZrsnFjgsceC3RrXJUEzGbMcLFggZeWliJ79mTZty9LMtkzIcFUymDbthTbtqUYOdLOnDkeZs1y4fV2PC5FKXU5CQQ03n03hq6Xf80VCiavvx7lkUd8N9TtbaDKGQVOJho5mWggnLtOF5wuUlXwelW8XpWRqo0610iOxe1U2Vzk8pe7nnlLl7E0NMUxynSIuR6brmDTFSacdmAvKKSqTZI+g4TfoGjvuW2KYVgkk0bba/c0eXYRR1FO4napDPP4GV9dx8igl4Ri4PWo/V5sa1kWaT3XrhNZolgKkSWLWUxraHy+pygKVTY3PocHn92Dz+HFdylUVmV3o14nYNsdw4YN49lnn+XZZ58FoKGhgc2bN7eFzk6cuLHQdnedP3qa80dP480oTP7jRwiNGtbudqfWPoCb0wus/X4ny8fcQY1rYAaORoyw88wzAdasiZbdP2hsLPL22zFWrQpW1NVyyLAsjGwWKtnHtSz0VAojmyUfieAMhXp/fP3k1ltdTJzo4L/8l4vdWr+pqUhrq84ttzgZOdJeQcDsJnrNCSFuSLFo8cUXSb7+Ol22O2JHamttPPaYn/Hjnb0wuo45nQr5Mqea+nuf90YEAjZ+9rMa/vCHGMePV9YBs7VV55VXwqxaFWTChL77WwghhBBCCCGEGHxu2oCZEEIIIYQQQgghxFCVyZh88kmcffuy3Vp/wQIvDz5YjdMp05qL3lNdrfHTn4bYuTPD+vWJigITl128WCQWM5g2zYXf33Egw7Lg0KHcdWettiyLdPoY0ehWGht38KtffUMmk+nWc7kRdrud2bNns2rVKp577jnGjh3b52O4WViU/u6GZZIsZimaOkXToGjqfN10EFVR28JjRUMve3+DlVksoqfTWP08CVtRsYjZDGK0D20pPsjYTbIX8zhzGZz5RpwxBU9OxaYrGE4/RXeIo801TB82ifEzR2Hzdi1AFQyW/2gkGjXwejXq6uw89JCdBx+s5tSpPHv2ZDlyJNelbVZnGhuLNDbGWb8+wZQpTubMcTNliqvDgscZM9xUV2u8/nqEbLb83880LT76KE4sZvDgg9Xtux4NQrppcD4d5kSige/TzT0e7lQUhZGeGup9oxhfNZxkMUNjphUAt0vB7VKpuZRt0DMmMcuOYZSKbq/+6srrQzMV/HENf1zD+t4i77JI+AwavFWkbQZ00N3sRlmWRSZrcCYb4UxrBONckaS7Gbvhwqt68Ls8RFwXsNuVti+tfC6znc46RVqWRdbIkyhkiBczJAppEsVMW6hsIHZ87C6v3X0pQOa5FCArdSSrsrmxqV38pfaQUaNGsXr1alavXg3A//gf/4NXX32VEydOUOjl4HFHPv3te3z62/eoHTOCqXfOZuqdc5h652zcw2uvWTZvFPjk/E4eHjOf2gEaMquvd7FihY+1a8uHX48ezbF+fYLly/19MLKBQc9mu7wPYhkGyWPHyAeDeCdMQHMOzcJ4h0Nl3jwPu3Z1/ZjkzJnS/+6JE3mcTgWbTSGdvv7v2WZT2nXae+CBgdkZUAjRv06dyvPRR3Eika4fH2uawqJFVdx7b1XZyYF6Wul8Zuf7k13dtx1onE6Vn/wkyPr1CbZvT1e0TjZr8pvfRHj0UT+33ebp5REKIYQQQgghhBisJGAmhBBCCCGEEEIIMURYVqlb07p1CdLprhfm1tbaePzxAOPGScck0TcURWHBAi8TJjh4550YFy8WK143lzPZvTvL+PEOxo93oF6Vhzx1Kk8s1r4IKp+/SDT6NdHoNqLRbRSLrT3xNLps1KhRrFixgj/6oz/innvukS5lPcQCDNOkaOroloFpWZiWiWGZbd9blIIaJxIX2q17NtmE2zY0i5WvZOTz5FNJyra1sCysS2Gka0I8vRxMswBXnUJrwSRxVUhHMxSc+RzOXAuunMK63+xkwa0eAq5qPHXDcNbV4aytxVlXhyMQQLl6w3BJJR3MIhGdMWN++N9UVYXJk11MnuwilzM5eDDH3r0Zzp3rmTCGaVocOZLjyJEcHo/KzJlu5s51M3KkvV0wbNw4By++WMtvfxshGq2s0POrr1LEYgY/+lGgz4s7b5RlWbTk4pxINHA62UjeqPx9olJBZzWTfKOYVD0Sr70rnVtLoStNU3BdtZppXhs6uxw86ywXp6Dgyim4cipKYAqFVDVZZ5yMM0bWFUXXKu/62VWWalJQMxTIEC1AnhRqxo5m2lAsDU0Fu13FbgfHpUu7XUWzQUevKgswLIOcUSRvFNkbOYVlWZe6kmXQzaET5HXbnO06kPns3rZAWX+FyLriL//yL/nLv/xLLMvi1KlTrFu3jo8//pg9e/bQ1NTUZ506w+cv8tX5i3z19noAho8fzdQ7Z3PrnbOZumA2/rpSwjNvFPnkfKmTWa1rYAazFizwEonoFRV8b9+eJhSysWDB0Os22REjXVkRfEcK0SjFRALPmDGDs4NsBfL5G39e+bxV9n4GeeZcCNHLMhmTTz9NsHdv9ybhGT/eyWOP+amt7Z+SNJer/EZuMHcwu0xVFZYvL/2e165NVNRhzjAs3n8/Rjiss3Tp4J+ERAghhBBCCCFEz5OAmRBCCCGEEEIIIcQlum51a1bergiFbL1S3J1IGHz8cZyjR3NdXldVFRYu9HL//dWDrvBcDA3Dhtl58cVaNm1KsnVrumzB6OUZ+kvf53E4FOrqbNjtpddvOm3S0qJjmklyuW/J5baTyWzFMM726vO4HqfTyd13381zzz3Ho48+yujRo/tlHEONaVkUTZ2CqRN0VFEwdSwsbKqGjR8K+g3LIJpP9eNI+59lmBj5LJZhcjkeZjMtVBMMDUxVwaJ0CbTrLGLpOorNdqkFnIlZLKJpGphmrxV3K4pCKKTR3Nz+PdnQLDIei4ynNL5GijSpRXzOFJ5YE9WtGl5DpcpQqVYc1ASH4a8djquuri18ptrtuFwqHo9KJnP9sFw0ev2gtsulcvvtHm6/3UMkorN3b5Y9ezLE41esY+rY8sluPf9CFnZtKX3V1NqYOdPF9OluqrylwFwV8MdPwtufqJxvqCzwd+BAlkTC4LnnQng8A79DaaqY5WSikROJC8QL3Q8jXI/L5mBS9Ugm+UZT4+yZwsrM+fPXXKcCzktfAJT+dTAMC9OEulQSR8KgWLRIDL/t2vUtG95cDd5cDVbcomjLkHHFyDij5ByJXuluBoACpmJgaga6BoqloFo2ikU7at6GwhWvO8XC5rBQbSaqZqHYTFBN9nEK84rlPJpjUAd5nZoDn8OD3+5pC5NdvnRoQ+PjVkVRmDRpEn/+53/On//5nwNgmiabNm3izTff5Msvv+TUqVN91uWs6ewFms5eYMvv1wEwctLYUnezBbOZMn8mn/Aty0bfzjB3oE/G01XLlvmIRo2Kjs/WrUsQDGrU13cl5Dr4WLqOkb8UlDVNOkrcWpeWu+59GAbps2e58N57jH7iCVzDhvXSaPvH9bov9zTJEwghOmJZFvv2Zfn000Snx0rX43KpLFvm47bb3P0aXHI6KwmY9cFA+sgdd3gJBm289VaUXK6yv9vXX6dobdV56qkADsfAPz4UQgghhBBCCNF3hsYnHkIIIYQQQgghhBA9IBLR+dWvWnr1Mf7sz+oYNszeY/dnWRa7dmVZvz7RrWK0kSPtPPFEgBEjem5MQnSHzabw0EM+6uudvPturH1Qo4xCwaKhoUggYFIs7uf8+a/I5baTz+8H+qZI82oTJ07kySef5Ec/+hF33XUXdrv8j90IE4ucXiCt58joOVpycXTzh9eIS3NgVzVUpYMqsf55CfQ5RVFw21x4bC5sqoZd0bApGvF4BCuTuxQQ0VAsE4NSmMy8VEemmlYpXKaAO6djqAqmpmLaNNTLr10FQENzubHZSwXhlmliGQa2qiqsYhGzWGwXTrsRHo+K262SzXZ+f7GogderklZN0qoJbf9qWcjHsZ8/QdVZlWpDo8rUCHgD1IaGU5vy0JTyU3SHMO2ea+63s4DZlUIhG4sXV/PAA1WcOVNg794shw7lMONJ6o6928Vn3YFjcGgrHAaCIY0RI+zU1NjQNIXnVv2Uj7eoHD5cWbj83LkC//RPYf7oj0IEgwPv46GCoXM21cSJRAMXs5EeDzCqisq4qmFM9o1itLcWTem8kLLa7uHJCQs7vC0fifD912faXRc51vUOD+5qFa3qUnBwrpd02iSTKX05xthpzvzwP6Cg4NC9OFJeAqnRmIred93NFAtDKWKopQ5yqqUBChYGlmKVEiHFS1+XZMM57Hal9GVTaCnoBKtseDzqgO0YYdds+K/oPnZlVzKndnN2G1VVlQcffJAHH3wQKB17HD58mLfeeot169axb98+stlsn4yl8eT3NJ78nk1rPgLAU13FlDtm8qd/8iI/fvRJQqFQn4yjUqqq8PTTAV57rZXGxs67L1qWxVtvxXjhhZohfVymZ37YTlqJRIddUS1VjW61eAABAABJREFUJZ8r/76WC4c5+8YbBOfOpfauu1CHSEfgnuhgVgkJmAkhrhaJ6Hz0UZxTp7q3Tzlzppvly31UVfV/csvpLB+YGmqduyZNcvLii7X87neVd7o+ciTHq6+2snp1CJ+v//9uQgghhBBCCCEGhoH3CaIQQgghhBBCCCGEqEgkovPBB3HOnOl68YfNpvDAA9Xcc48XVR1aRRVicJswwcmf/mkdH38cZ//+zguWLcuiWDxBLredXG47Z87sBLrexa8neDwelixZwtNPP83DDz/MyJEj+2UcQ0W6mKM5F6MlF+dMson9kdOY1g9FyFeGy4Y6m6rh1px4bE7ctkuXmhO3zXHF905cmp14Ic27Z74GSkXcqVMnsZtZLqXDgFIOpCOqaaGapVsVVUW1aVA0Gd9SpGhTKGhQtCmE0qUAWs6hgqqiqCqOQKDt3i3dwDtxIpgmeiaNnslg5rvT7UYhFLLR0FDoqMFJG8O0iEYNamo6/rijqFhEbQZR26XXjJmFcCNhn07RsHDmFBwpF5oVRFVrUZVhmM5hRCNdK/BXFIWJE51MnOjkkUdM9m8rcrJZIxrrmdeqBUQiBpGIgc2mMKzOhr25yDPPjOCzz5Js21ZZl77WVp1XXmnlJz8JMmZM/xfjm5bJxUyU44kLnE019cr/9jB3gMm+0UysHt6lkJBN1Qg6qzu8LW/PEzfaF2EWbrDrjMul4nKp1NSUfp7wkxCOmhoymVJXznBYb3eZSNCuu1nBliHbi93NHLoHxeq4WNdSTAq2awN2xaJFsVgax/HGPNqlMInTqeL1qnjcKh5vqaOg16O2dSLtTTZVo9ruwe/4IUjmvxQkc2mOIVds3NMURWH69On88pe/5Je//CWWZXHo0CE2btzIRx99xNatW0mne77rYEcyyRR7Nm3nF5u28wteZMKECTz66KMsW7aM++67D7/f3yfj6IzDofKTn4R45ZUwiUTn27dCwWTNmggvvVRLdfXQLPK+MmDWIyyL6O7dJE+cYPjixVRNnNiz998PCoXOt92KolTUdXzYsOt3Ttd1i3j8JpmBQQhRlmFYbN2aZsuWJLre9f3HQMDGypW+AdWFs5IOZoWCid0+tN5va2ttvPRSLW++GeXs2crOFV+8WOTll8P85CdBRo3q/+NDIYQQQgghhBD9TwJmQgghhBBCCCGEEIOMaVps25Zm06buFX+MH+/k8cf91y3GF6K/uVwqTz8dZMoUF2++GWl3Wz7fRCr1ZVuozDDCfTw2F7lLXRWmTZvGk08+ySOPPMKdd96JzSb/U92hmwbhXJzmXPzSZYxM8YegYFbPtwuXDRVOzY7H5ioFxS6FxNw25xXfO/BoLuyq1qXAg2VZ5BobyZw/X+oA5a58TAoKik1D0X4otNNMC61gcblccNa5PFV5E0OBrEMl7VSx17hIaSYp1SCllQJnNs8PXcFMXcfIZNDTpcCZkclgZLNlO1TZ7Qo+n1a2o2EqaVBVpVY0U/1lNgeknCZ5J0D60tf50m2GQuaUnXf+MJwafx2h0DDqho2mZvgY7A5n2ft2OFRmznBTNddDLmfS1FTk4kW9bDe2Sum6RUNjkb2/i+AfozFnjpt77qli27b0dX+npmm1PX46bfC//3czK1f6mTLlxgtBo1GFVEqlutpEq7BGM5pPcTLRwIlkQ7v/955SZXczyTeKyb5R+B3eHr1vy7IwDQNT17EMo9S1zzQxC4XS95YFllX6W1y+NE1QVTSHA9VZ/jV0maIoeL0aXq/GhAnt18vnTcLhK4NnbsJhP5HIGHSreKm7WZSsK9Yj3c0US73UuexaXX1l5/Mm+bxJ5Krr7XYFj0fD41HaQmcej4rTpdKV2JeqqJfCY6UQmf+KbmQem1NCZD1IURRmzJjBjBkz+Iu/+AtM02T//v1s2rSJzz//nE2bNpFKVRaAvVFnzpzhb//2b/nbv/1bFEVh7ty5LF26lMWLF3PvvfdSXd1xYLS3+Xwaq1eHePXVVgqFzv9bEgmDNWsiPP98DQ5H5e9pg4GRz2PpZTqq2O2gdv1568kkFz74gOrJkxl2//3Yqqq6Ocr+V66D2ZIl1YwYYePYsTytrdf/fdpsCg7H9bd1shkUQgCcP1/ggw/iNDd33mmzI4qicPfdXh54oGrAvWdVclyYzVp4e/YwYUDweFT+1b8K8dFHcfbsqSzYnUwavPZaK08+GWD69C6cQBBCCCGEEEIIMSRJxYMQQgghhBBCCCHEIHLxYpEPPojT0ND1bjBOp8pDD1Vz++0eKawVg8KsWW503cGGDVs4f/4rotGtZDIn+3QMqqqyYMECli5dytKlS7n77rt57733uO+++xgxYkSfjmUosCyLeDFNS7YUJAvn4kTyybJBo8FCUZS2kNjljmNuzdEWJLvcicylObCpPT9beiEWJ3H4EMVk14r5NacTRbOhuZ0oV43LY28fQAr5qvFd1bnpysaBFhbDR91JrtpNvJAmXkgRK6SJu9Ok/bm2v7VlmhjZLPql4JmRzaCnM1hG+zBZIKCRTpudBqovd/caOVKBCmMonXX/0DWLuFbgeLqJE5lmaDwIB0FFweeqIlgVpMZfS03NCOrqRlMTqL1uZyyXS2X8eCfjxjlIJEyaLhZpbtbRjZ55zbe26nz+eRJFUdA06Kh238QkoafZfbB9V8ite1uZOMHBqFE39lHRuXMWxaSHR5ZnCASuH57I6nlOJS9yMtFAOBe/ocfsiE21MbF6BJOqRzLcXo2l61g5nXyyFbNYxNL1Di9NXccqFn+47vLtl2/T9VJ47NJtlq5TTKWI7dvX7vFzzc3tfnbW1KB0EDzW3G5cw4eTPnPmhp6v06kyerSD0aPbv/YMwyIS0WlpqSMc1mluKXI+kuB8qoWErXe6m/WUYtEiHteJX/XyUNVLgbMrup5VeTSG+bz4nV78jh8CZD6HF6/NiaoMrELnm4WqqsyZM4c5c+bwb//tv8UwDPbs2cOmTZvYtGkTX3zxRZ8EzizLYvfu3ezevZv//t//e9v+3AMPPMDixYtZuHAh3j6sKh8xws4zzwRYsyZadp+nsbHI22/HWLUqOKQ6TRuVdLZzuVBcLhwOB8V4vBTa7YLkiROkz52jbuFC/LNmDcpj3nyZbphOp4LfrzFrlptwWOf48XzZdToyCH81QogelM+bbNyYZOfOTLeOxUeNcvDYY35Gjuxa1+e+UkkHs0xm6E1ic5nNpvDEE35qa21s2JCoaJ1i0eL3v4/y4IMG997rHZTvoUIIIYQQQggheoYEzIQQQgghhBBCCCE6sXlz8obWf+CBnpkpX9ctvvgixVdfpTDNrhd/TJniYuVKP35/zwcahOhJxWKRHTt28Nlnn7Fhwwa++eYb9HLdDnrYlClTWLp0KQ899BAPPPAAgUCg3e3PPvtsn45nMMsZBVqycVpyMVpycVpycQpG12dH72821YbnioCY23bpUrvUaczmwq05cGmOfinEsiyL2N69fL9tC0Vv+8L9W7PtA2JmsUiuKdr2s6Io2H0+bNVVkL/xsSsoeDQnQU+IkZ5Qu9t00yBRzBAvpIkVUiQKl79Po5s6FmDm86XAWSaDnil1PAuFTJqbO98O5PMmyaRJdXVl73OdBczaxqtb2O0/LGdiEcslieWSnA6fg0t5V9Vhx+OpJlQVoiZQR23NCKpUJynVwGOqqCgoikLx8E5CQNAGmYJJOmWQzVb+np4ccdt1b7Msq8NwGYBuy3Kxdi8W1/7vnQJaNI1QSOt2sXncHsN1aGzHj20anE+HOZFo4Pt0M9aljl6Xu35d7gDW0c9Xdgfr8GfTAMOkTrczNu9geFZB1Y+S1HVubO+tZyg2G6r92qJbI5slfeoURqGA5rrxDnJX0zSFujo7dXVXPnYIyxpPPG7Q0JTjWHMLp6LNnE+HiWWzGAO1vtZSsBlO7LoLNelG111k9dJlxnDSqpZeu3V1NmprbRTrbCi1Gs5acHSc+RR9TNM0br/9dm6//Xb+6q/+Cl3X+e6779oCZ1999RWZTGXdNW6EaZps376d7du381//63/FbrezYMECFi9ezOLFi7n77rtxu3u3Y0d9vYsVK3ysXVs+YHv0aI716xMsX+7v1TH1FVPXcdbW4rgiMFaIxTCufOOy2WD8eGwuFyMmTsQsFkmfPUs+3LVuxWahQNOmTcQPH2bEgw/irK3tqafR6yzLKtvB7MrQRG2tjWBQ48yZAmfOdG0CGskNCHHzOnw4y9q1CZLJzrtEd8ThUFmypJoFCzwDOgR9swfMoHScf++9VdTUaLzzToxisbLjzo0bE4TDOo895q/omFkIIYQQQgghxNAjATMhhBBCCCGEEEKIAe777wu8/36McLjrIRuPR2XFCj8zZ7pk9lkxIFmWxeHDh9mwYQMbNmxg8+bNJJN9Gw2oqalj2bKlbV3Kxo0b16ePP1QYlkk0n6Q5W+pM1pyLkyhU0K2iH2mKhl21McJTQ53Ld02nMfelEJlDG7in0ouJBBc/+4zM+fNYWteKBFWHA0cw2GEIpjfYVI2Qs5qQs3342rIsMnqeeDF9qetZKXQWL6RJF7MEikViuyMkwyk0PYtazKIaObhqtv1Y1MDrVSsqdqwsYAaV/GrMQpFUIUIqFuHc+ROl52QaFAoRNJuNKsWBT3PBcDvegoU3Z+KxgderYhgWqZRJOmVWXPTX05JJA8OwqK21UfrVmWBZKJYJloliGdf8rFjWpe9NvLkEtck09qNZcOtYhk5K0/m+WuVQZDd5U28fIOuBjoU+Q2NMwc6YvAO3BVAqrB+YfbmuZRoG+XAYe3U1dp+vTyr9FUUhELARCFQx/dYqYCKWZRHJJ9lz8QwfnE0Tz2UpFC2KRYs8SrcmNegOm+HEpruw627sugu7UfreprtQuX4nMtO0CIf1DveR/f4fgme1tba2771emWyhP9lsNu68807uvPNO/q//6/+iUCjw7bfftgXOvv76a3K5XPk7ukHFYpGvv/6ar7/+mv/8n/8zTqeTu+66i8cff5xnn32WMWPG9MrjLljgJRLR2b69/P7R9u1pQiEbCxb0Xae13lJobS3fjeyqbaFqt1M9eTLO2lrSp09j5PNdeszcxYucff11gvPmUbNgQZ/t69wIXafsdtfpbL9N1DSFSZOcnDyZp7VVLxtQu3I9IcTNJZEwWLs2zpEj3XufnTLFxSOP+AgEBu6x8WWVHA8O9YDZZdOmuXn+eY3XX49WHCrcuzdDNKqzalVQ9p2FEEIIIYQQ4iY08I/8hRBCCCGEEEIIIW5ShYLJxo1JduzIdKsYe9YsN8uX+6QYQAw4jY2NbNy4sa1LWUNDQ7+N5bnn/pn/5/95jhEjnP02hsHIsizSeo6WXLwtUBbOJzDMrs+C3hMMy4Ar6sNURcGpObArGi6t1ElNU1RURUVVFGYEJ2BTNVRKhWdLRs0h6OyZjpN9xbIs4gcP0vLll5iFrnatULBVV2Ovrh4QLSwURcFrd+G1uxjlqWl3W9HUSRQyzPMn+M0fLpC3Zym4sxS1NIqZRi1mS6EzPQvFLNGoQU1N+Y8+bLbSU+/s7bVYtOhuQxvLMDHyeYx8nghpIkDRXUDxqiiqiqI5cJoKXl0phc7yJvaUgdWqY7TqWNerd7QsoBT20oopUEAxDRRTRzGLly6NH763dAq2LG7beYLFAgoWqmWicMWXZaLmTUhYeL0KitK1fQ5PPkcobWK0FDg/TKHFp5C1K2iqjUCm5z6GcloKY/IOxhTs+A0Nhf5/7d6oYjKJkc/jrKkpv3AvUBSFGpePeSMncjbfgGGZJItZEoU0h2MpdNPENMEwLLxODdNQKV4KoHWVathwFXzYDfelMNmlQJnhQrV6fl81HjeIxw1OnGgfSvF41HaBs8uXfr8mkzH0A4fDwT333MM999zDf/yP/5F8Ps8333zTFjjbtm0bhS6+x3VHPp9ny5YtbNmyhb/8y7/k7oX38OQzT/H4kz9i2PBhVNs92NSeeZ0uW+YjGjU4erR8gf+6dQmCQY36+p7vdtiXci0t5Req7ng/zBEIYJ89m8yFC+QaG7t0XGyZJpFvvyV57BjDlyzBO358xev2h3y+fNjhel15HA6FESPspFIm0Wj5iWlcLtneCXGzME2LnTszfP55sqLtzNWqqjRWrPAxffrgmbiqkkkSbpaAGcCoUQ5eeqmW11+P0NhYWUf5c+cKvPJKK6tXB6/qjCyEEEIIIYQQYqiTgNkQc/LkSb7++usOb/vjP/7jPh6NEEIIIYQQQggxtBUKFoYBmlYq6OpJJ07k+PDDOPF418MaPp/Go4/6mTJlcBciiqEjlUqxZcsWNmzYwGeffcbBgwf7dTweT4hJkx5g8uTFTJhwN6p6/e4ooqRo6oRzCVpyMVpycVqycTJ673cYqYxCspjDodqwq6WOZKqiops6OqUC22p7+5SQQx3cp8b1VIqLGzeSPnOmy+vaq6vxT52K5vF067HHjridoL3zbir2QKBb993hfak2alw+asb6iM728eWXKQAsLAytQFHLUrBnKTqzFD0ZWpU4daNyuMihZzPo6cx1AngKNpvSaVBG13u4e5NllTp4GQYUi2SADBB2qCguFQIKjLGjmDYcySL2RAF7oogrXcSTLuIK78Wu/1AIqZhFTFv5BFzOZeIMZfEa7Ysoc7n2PxeAbFrB4VAqyh0GAhqWAnkPXJwK6dE2bLae/Z2pwIiCnbEFB8OKtrZQ6FBiFgrkmprIRyI4Q6F+HYumqAQcXgIOL+F8At00yBtF8mYRn13DfilgY1lQ1C2KhVLYLKdb6KaCaYBiqSiWiivvRzNtqKYNzbQxtuU2HHr/d2LKZEzOnStw7lz77YLdrnQYPAuFbNLppw85nU7uu+8+7rvvPn75y1+SzWbZtm0bmzZt4oMPPmDfvn19Mo5tX29l29db+ff/7v/DtLvm8It/9TP+6NmfEOqB/1FVVXj66QCvvdZatsjbsizeeivGCy/UMGLE4Czu1jMZ9FSq84Xc7k5bhiqahnfcuLZuZsUudjsuJhKcf+89qm+9lWH33Yetm/tAva2S7mPXC5hBKThfXa3i8TioqdGIxTo+l1BVpVbc6UwIMbg1NRX54IM4Fy50L6x9xx1eli6txuUaXOdMjApOpd5MATMonSt+/vka3n03xuHDlZ3LiUZ1XnmllWeeCTB5spxjFkIIIYQQQoibxeD+FP0G/PrXv77mOrvdzo9//GPsnZzAHug2b97Mz3/+8w5vk4CZEEIIIYQQQghx42bOdGMYcPp0jkLBQrs0kb3LpTBunJNjx24scJHJmHz6aYK9ezPdWv+OO7w89FA1TufgKv4QQ4uu6+zcubMtULZt2zZ0vfxM+r1Hobp6NqHQfYRCi3j00btQe6gLxVBkWRaxQvqHMFkuTjSf7FYnxd5gU224NAd21XbpS0MdJDOp3yjLskgeO0bz5s0YuWvfb7yGyuLE9TqxKQTmzCY073ZUW/df/z3ZxaWrFi2qYt++LPG4gYKCzXBiM5y4C4F2y3lPafz4j1wk9DTxQppoKkZrtIlIvJV8JoWRSWNkc9j7OmB2FZvHA9cJuBadDrIeBUY4MYxSByndVoW9YOHKGrgyJjhM7LqBM6fgKChd6ugVn2h0+vw0rbOQmYX3okY8YJB3WRQNUPIKPdkDMKRrjC04GFWw47CG/j6NZZokjx1DHzECz7hxKAMg+KzApdCuRhUuxlcNp2jqpIs5iqYBNnB67Ti10mdqDRkHiqJg6BaFosW4UB2ZjEkmY5JOD/wC3mLRorGxeE3gR1UVQiHtmuBZba0Nh6P//05DndvtZsmSJSxZsoS//uu/5ttvv+X/+9//M19v3EIyEu/1x7dMk0Nbd/P/2vrn/NVf/L9ZtmwZzz33HI8//jg+n6/b9+twqPzkJyFeeSVMItF5FXyhYLJmTYSXXqqlunpw7L/aAwEm/PSnAIS/+abDZRLnzmHkSx0GrenTYcSI0rpVVUy4997r3rcFJA4dInbgAFaxsi4slyWPHiVz9iy1CxfinzFjwHXiqayDmYphdL5/omkwZoyDYcMszpzJk0r9cL/BoMaoUQ6OHx8oE0UIIXpDsWixZUuSrVvTFXXzulpdnZ3HHvMzbpyjF0bX+8ptJ+HmC5hBaf/j2WeDbNyY5KuvyoS/L8nnTdasibJihY/58/t/sgghhBBCCCGEEL3vpg2Y/cmf/EmHJ43/1//6X7z99tuMGjWqH0bVMzoq9BhoJ8iFEEIIIYQQQojByLIgHje4cKGIaVrtupblchanTuUxzevWipe5b4tDh3KsXZsgne5617KaGhuPPeZnwgRn1x9ciB5w/vx53nvvPTZs2MCmTZtIJBL9Oh67PUQotIgpUxZjGHditwfbbpNwWXs5o0BzNkY4F6c5Fyeci1Mwulaw21s0VaPW7acun8Rrd+G1ubCrNvaYJ/p7aH1Oz2Ro3rSJ5InrP3cNBZ9x7evb7vczctky3IP4vDeUCuKWL/fx5pvRTpdrajA4d9jO7bdfer61wITSe21Kz5EopIlmE2z8/BTHTzZgKDFMUmjFDFg/FBrqnYTPeoSqXjdIdOUja1op8OXyahQKFimXQtIPBY+BpZaK81VLwZlTcOZUnPlL3+dVnLnufTZgGBaqWgrXtI1JtTAcYDgswMTl6tnPHTymyti8gzEFO1Xmzbmdzl68SDGZpLq+vr+Hco2zqaZrrssYPwQULgd9bbZSd8CxNe0Lkh8eNgw94aKlRScc1tsuu9Otty+ZpkU4XBrr1fx+rcOuZ17vzfn67W2KojB//nzWvvkeO1qO8PmebXzz4Sa2ffg5zWcbev3xi8UiH3/8MR9//DFOp5OVK1fy3HPPsXLlSjzd6Ijl82msXh3i1VdbKRQ6L3JPJAzWrInw/PM1gyLYqNpsOGtrsQyDXENDhx3DFGfpuNWy2WDiRLCVyhaU6mqctbWd3r/rvvsIzZtH8xdfkDx+vEtjM3I5mjZuJHHkCMMXL8ZZU9Ol9XtToVB+v8PhUMhmyy934EC27XtFAV0v/YrTaVPCZUIMcSdP5vnoozjRaNcn+dE0hfvuq2LhwipstsFbY1RJB7PBMAFCb1AUhaVLfdTW2vjww3hFYTzTtPj44zjhsM7DD/vaHSMKIYQQQgghhBh6btqA2WVXh7G++eYbbrvtNn7/+99z//3399OobtyVgbKBMrOwEEIIIYQQQggxmJkmtLbqFIvtg2VXymRMikULr7drRX/JpMHHH8c5cqTrhV6qqnDPPV7uv78au10+4Bd9KxaL8fbbb/Pb3/6WLVu29Ot5KEVRCQbnUF19L37/fYwcOYsxY1y4XEq7AsueoJsGyWL3ugxWqre6RBmWSSSXaOtM1pKLkSj07nPpCp/DQ50rQJ3LzzB3gKCzmkQhTbp4cxfCJk+coOnzzzGyXX8tB+bMoe6ee1Adg3P2+atNnepi0iQnJ0/mO11uw4YE06a58Hh+eE9WFIVqu5tqu5vR3lqSY4cRPVQKw5qKTlHLYhDGNJsxrQimHsNuL1AsFnr1OVVK08DtVnC7NXTdwuZSyeRLAXhTsci6LbLuDgolLYiGDAoOC60IalHBUispJARLscBVCpX1RubLbimMLNgZW3BQo2td6sI2oClK6Q9jWaCqmIX2ryGrk66eejpNbP9+UqdOlQ1ZDCYej0ow6GT8+PaTIRQKZrvA2eXLSMToVseNvhSPG8TjxjXbI49H7TB45vdrMiFkD1AUhQV1U1FuUxk+fhQP/Zsfs/PoXk5u2cvxjbtoOnSmfUq3F+Tzed555x3eeecdvF4vjz/+OM899xwPP/wwTmflE36MGGHnmWcCrFkTLbsf3dhY5O23Y6xaFRw0hd3ps2fRM2X2M0eMaAuXdYWtqopRjzxC6vRpmjdvptjFyS2yFy5wds0aQnfcQWj+fNRujKGn5fPlX7hOp0JXdwftdgW7vZuDEkIMGum0waefJti3r3vnPyZMcPLoo35qa/t/e3ijpINZeXPneggGNd54I0o2W9nv4ptv0rS26vz4x0FcroEfeBdCCCGEEEII0T2D/8zADerog5yWlhYeeugh/ut//a/8u3/37/phVD3Dsiz5oEoIIYQQQgghhOgBhYJFS0spXOb3d15dnctZeL2V3a9lWezenWX9+gS5XNcLG0aMsPPEEwFGjpRqMdF38vk8a9eu5be//S0ff/wx+XznIY/eZLfXEgrdSyh0H8HgPdjtgbbbcjk4caJ3QknJYoZ3z3zdK/d92ZMTFhJ0Vt/QfVzu1tSSjbWFyVrzSQxzYHSLcWh2al1+hrn8pVCZ249LqywEdVvN5F4e3cBg5HI0b9lC4siRLq9r9/kYsXQpnrFje2Fk/UdRFB55xM+vftXSaeFgNmuycWOCxx4LXHeZUOiHj0hUy4ZTrwaqgYmlKw14/pE6LBKEmy8QDjfSGmsmkowQyybJKf33v2SzKVTV2KjRbKTTJqmUST7f8b6EbrcoOiwKvsu/L4u8z8I0QDFBMUpfmqWgmoAJlg0MJ5h2C0W51MmsgkLNSihAXdHG2IKDEQU7tn4IlSmqimK3o9rtqDZb2/eKzdbuZ9VmK1135e12O8VUCrNQQNG00n2pKpZhgKKUPpe58rMZy8IsFCjGYhUHsS3D4OLGjeipFHWLFqEO4WSAw6EyapSDUaPab/8NwyISuTZ4Fg6X9skHskzG5Ny5AufOtQ8W2u1Kh8GzUMiGpsnneV2hKArza6egovBN82GqR4SYu2oxc1ctJh2Os3vjNi58eZjw3tNYvRxUTKfTvP7667z++uv4/X6efPJJnnvuOZYsWYK9gv/d+noXK1b4WLs2XnbZo0dzrF+fYPlyf08MvdfFDx4sv9Do0Tf0GFUTJ+IZPZrwN98Q27MHy6z8uNoyTVp37CB57BjDlyzp932m672PX6YoikwqI4S4hmVZ7N2b5dNPExUHha7kdqssW+Zj7lz3kKkvkoBZZcaPd/LSS7WsWRPpsFtvR06cyPPqq6385CdBgsGbvuRQCCGEEEIIIYakm/5o7+oP85RLH/7pus7/+X/+n+zYsYNXX30Vj8fTTyMUQgghhBBCCCFEf0qlTFpbdSptzKRWOIFrJKLz4YdxTp/uejjHZlO4//5q7rnHK8Wook+YpsmePXt4/fXX+cMf/kAsFuuXcSiKypgxt6NpCwmFFlFVNQ1FkVmTLysYOuF8nHAuTnO2FCjL6v0XALySoigEndWlzmSuALUuPwGHd8gUsPWG9JkzXNywAT2d7vK6/hkzqFu0CK0LXVQGk5oaG/fc4+XLL1OdLrdrV5Z58zyMHt1xcDEYLN+SKx4zGT++hqC/hvr62W3Xm8UiqXAzLU3nS8GzeJhospWkVSSlGfRVuaKqKlRXa1RXaxSLpaBZOmWiVxIGU8DSSl+2ZCn4hQKopeCZLQtkFSwNjKobD2j4DI0xBTtj8w5cVufb7g6DXpcurwx6tV12cltHwTGl0h2268iHwzgCgfZj1q7/erJ5vagOB4VIBLNYrPhxYvv3k21sZOSKFThDoe4Od1DSNIW6Ojt1de0DOpZlEY8bHXY9G+iFwsWiRWNjkcbG9q8BVVUIhbQOw2cOh+znXI+iKNxeW09Kz3Ik/n3b9d5aP5MeW8CkxxaQj6dp3HaUC18eomnXKSy9d4PB8Xicf/7nf+af//mfqa2t5cc//jGrVq1i0aJFaJ1sIxYs8BKJ6GzfXv49f/v2NKGQjQULKpzVpJ/omQzpM2c6XcbyeuGqbWl3qA4HwxYtwnfrrTRt3EiuublL6xdiMb5/5x1806ZRt2gRNrf7hsfUHeU6mDmdiuw7CyHaaW3V+eij7p1bBJg1y83y5T683l5oVdyPjAre7gf6fmNfCYVsvPhiLb//fZRTpyp7HTU3F3nllVaeey7I2LFDo1O6EEIIIYQQQogf3PQBs6td7vqlKAqWZfHWW29x8OBB3n33XSZPvjlmxRVCCCGEEEIIIQSYZmlW1kpncL3M4+m8CNQ0LbZuTbFpU7Jb3RfGjXPw+OMBamvltI7ofWfOnGHLli188cUXtLa29ssYhg8fyciR9zF58mJuuWURbneAzZuT/TKWgcSyLGKF1KXOZHGaszFihVTF3XF6m8fmos5d6kw2zOWnxuXDrsp2qxJGPk/LV18RP3Cgy+vavF6GP/ggVRMn9sLIBpZFi6rYty9LPH796kHLsvj44wQvvlhT6sB1lUpmXI9GDcaPv/Z61W7HN3I0vpGjmXTF4xXjcbLNzTSfOMKxI5+S1HMkNYOMUyVWNCnYey8sYrerBIMqwaBFNmuRThkVF04qJqgodFS3bmJxdQMgCwVL0QAFUwFd1TDdFpYDUFRQVRSHg+CosYx3BLnFVUeNs/q6HcNUh6NdCGwoFtCrdjuuYcMoxGJdCo7mw2HOvfEGw5cswTd1ai+OsL2B2ilSURQCARuBgI2rP7ZLpzsOnnW2nRgITNNq6852dcNKv7/j4NlQKwTvLkVRmBO6ha8vHuRiNnLN7U6/lwnL5zFh+TyK6RyN24+VwmY7j2MUunac11XhcJi///u/5+///u8ZOXIkzz77LM899xx33nlnh9u4Zct8RKMGR4+W78C7bl2CYFCjvt7VG0PvEYkjR8p3Exs9mg7feLrJNWwY41atIrZvH+GtW7sU6AVIHD5M+vRp6u67D9/UqX3+XlRJwOx6HnjgxjofCyEGF8Ow+PrrFF98kULXu34OIBi0sXKlj8mTB+77yI2opINZPm9iGJZM3AW4XCo//WmIdesSfPttZccp6bTBP/9zK0884Wf2bJmwXQghhBBCCCGGEvlEvwNXh8wOHjzI/Pnz+fWvf81jjz3W38MTQgghhBBCCCFEL8tmTQ4ezJFKda0YdfhwG9Ho9ddJpUx+97soyWTXi1wdDpWHHqrmjjs8Q7LoWgwcTU1NfPLJJ2zcuJELFy706mM5nU7uvfdeHnroITZt2sSnn36Kpmncc889rFixghUrVjBy5HT+7u/CvTqOwSCr59vCZC25GC25OEWjdwujK6WpGrVOH3XuAHUuP3UuP16bS7ZV3ZA5f56Ln31GMZHo8rrVt97K8AceQHMNzSLBqzkcKg8/7OP3v492ulxDQ4Hdu7Pcfvu1RW92u0JVldbp+31n7+tXUxQFRyCAIxDAFQphHj8NlLqd6ek0kb07yZs6KZtF2gH6SBtZr4OMUyXjUDF76F9GUVQ81SpevxMLlUjWJKKk0YsWFgqgYChFDCwu9S1Dx4FNtZU+F7m0jHXpe0u1sJQslgXKpaBeweZDuxRwyWZzFD0+hg03sbssVBSCuJnoGc7TDz6KJp0mf6AoOIJBVKeTYixWPnxxiVks0vjpp2S+/55h99+P6pBOAR3xejW8Xo3x49t3bywUzA6DZ5GIgXl1enKAiccN4nGDkyfbd5TweNQOg2d+v3ZTvv+O9IRQFIXGzPUnRLB7XYx7cDbjHpyNni2Q2H2O818e5MzXBylme7fja2NjI3/zN3/D3/zN3zB+/HhWrVrFc889x9y5c9v+Xqqq8PTTAV57rfWaLndXK02SGuOFF2oYMcLe6bL9wbIsEocOlV9w1Kgef2xFVQnOnUvVpEk0b95M6tSpLq1v5HJcXL+exOHDDF+8GEcw2ONjvJ58vvP3BKdT3k+FEPD99wU+/DBOc3PXQrRQeq+5+24vDzxQjd0+dPcXKulgBqUuZtXVEtqHUvfglSt91NXZ+OSTREWTFxmGxTvvxAiHDRYvrrop90GFEEIIIYQQYiiSgNl1XD5YvnwAHI/HefLJJ/kP/+E/8J/+03/qz6EJIYQQQgghhBCiF5U6B+SuOwPw9a4PBDRGjnQQjWavuc004ezZAufOFbjjDneXOw5MnuzksccC+P1S9CB6RzQa5Y033uAf/uEf2Lt3b68+1rx581i6dClLly7l3nvvxe12A3Dffffx4osvsnTpUgKBQNvyHRVNDcQZ+ne3nrih9a/sFGNaFuFcgoZMpBQmy8ZJFjM3OsQe43N4GebytwXKgs7qXg2QVNs9PDlhYa/d/+XH6E9msUh461aie/Z0eV3N5WL4kiVU19f3/MAGuGnTXEya5LwmeHG1DRsSTJvm6rDLaCjUecAsErnxIKdqt+MIBLBVV2MDvACWhds1CgoGejyLns+TdSikXRpZp0rKphIrqGTcNoqXup45gsHSZxaqwv+fvTsPj6rO88X/Plvta1KVhOzshH0HQZAdUUARQYS2F1tnerxj35nfzPRye7nzXLunp7vVdnp6dMalbbvFVgRFEUVARHZZFZR9SUJCtkpqX8/2+6OSQCAkVUlV1s/reTBSOcuXpJZTp77v8wbDwDJ8OHijEQzLgmFZgOPi/3/TxD6DFEVDXTlCFTHEYipEUYXC+CHh+jGNBAO0DNccIGuBkeNBMwAMbj9p0KRoUaQakQkDBHAws6Z+FS5zTJ+e1PJSOIzAhQuQQok/v3tPn0a4uhq5S5ZA63AkO8R+S6NhkZurQW5uy2CeLKtoaJBaDZ91pGm4K4VCCsrL4+8vbiQITIvAWdP/Z2Twfb6hI0dvBwPgWishM7vWBI654b2UDsiZ58SMJXPBSAqO7/kclz/7Elf2nULUf+v7uVQqKyvDb37zG/zmN7/B0KFDsWbNGqxZswYjR46ERsPi4Ycz8PLLLvh8bc+Oj8UUvPFGAx5/3NHjJsdHa2sRbaf9mM3KAtIYihfMZuQtWwb/pUuo3b0bUiCQ1Pqhq1dRun49MqdORcakSWC49P+MO9NgRgjp+yIRBZ984seRI4k34d4oN1eD5cutPTKYnGqJNJgBFDC7GcMwmDbNiIwMDhs3etoNPjfZs8eP+noJ999v69PBRUIIIYQQQgjpLyhgdpOm1rImN7aZKYqCf/u3f8PRo0fxxhtvwN6FVywjhBBCCCGEEEJIesmyit27/fjqq7YnFNbW3jrRXKNhwPMMTp++dV2fT8bZs1GEQsm3lun1LJYssWDMGD1dBZakXCQSwZ///Gf893//N7788ksoCbaoJKu4uBgLFy7EggULMG/ePDhuMyH+jjvuSMv+ezoVgKwocEcDCEoRBKUIwlIUUTkGPa9td/1003ACnDorsnQ2OPXxdjIt17XNOTzLwa7teaHCVAlXVaF6+3bEPJ6k1zUNGoTs+fPBG7o3INddGIbBPfdY8fzzdW1OIgyHFXzyiQ/Lltlu+Z7dzt8S0LhRMg1mSWEYhCsqWtykCwM6780LSohxQEjLQpPthJ+VEeQUBFgZgskEtjGkmwiOY6DXM9DpgJDAQFZUqEk89bd2KMIqPISQAfqLhRiew8CmT89rSV/E6/WwjhqFYHk5IjU1Ca8Xa2hA2VtvIXvOHFhGjqRjxE7gOAZOpwCnU0BJyfXbVVWF1yu3GjwLhXr2fVwUVVRVibc0YLEsg4wMrtXWM42m7wRBs/V2AAyqQg0tbucYDgJ76wRyrxiEqMjQT8rHuClFmPj/3QfXl6UIfl6Gk598Dn+DF3/zzI8wiMnAlk3vYf/+/Skd74ULF/DUU0/hqaeewpgxY/DQQw/hoYcewtq1RfjjH+sRi7V9f/P5ZLzxRgO+853MHvV79CbQXsYWFHTBSADz4MEw5OfDdfAgPCdPAgk0sjRRZRmugwfhO3cO2fPnw5CGxrUbUcCMENIaVVVx5kwEH33kg9+f/HsTjYbF/PlmTJliANvaxST6oGQCZuRWQ4fq8OijmfjrX93weBK74MrXX4fh8chYs8ZOoT1CCCGEEEII6eUoYNaKtkJmqqpi+/btmDJlCjZt2oRx48Z140gJIYQQQgghhBCSCj6fjI0b3ThzJvmr1fM8g+xsAexN8/kUBfB4ZBw/HgaQfAPC6NF6LFliSbrtjJC2RCIR/Pd//zdeffVVfPXVV2kLlU2cOBGPP/44Fi5ciEGDBtHk9xsoqgpRkSEqEkRFQkyRoKgK+JufRLoBwzDI0Jrh1NmQpbfCobPCKhjp95cmiiSh/vPP0XDsWFKTnQGA1WqRPWcOzMOH9/vfT2YmjxkzjNi7t+1mkuPHw5g40YC8vJYBSbu97dfZtAXMkqCRAU1IgSPWcuwFeTMRsxrgjQXhjYUavwbgjQURlW9tf2zCMADLAhzLAGz8eam9pyCGZa4fzqgAAgaYNFbwshaeoAdcTAPg9vskrWM4DqaBAyGYzQhcuQJVTuz+pkoSqnfuRKiiAllz5oDTdi6Q3B+aIpPBMAxsNh42G48hQ1p+LxhsPXjm9Xb/c0VbFEWFyyU1tjW3/J7V2nrwrLe+D8nW22DRGOCLJdf+KikyJADmcfkYdsdYTPj+MtR/VYYBE0fg7sGz8OSTT8J1rRYbNmzAW2+9haNHj6Z03KdOncKpU6fw05/+FJMnT8b8+SsRiy2AxdJ2qKmqSsSmTR489JC9RwQHFEmC79y5NpfhdDowOTlAEg2OncE1HjdZRoxAza5diNbVJbV+rKEBV99+G9bRo+GcORNcmprX2gsUarXxF+uMDB5PPOFMyxiaZGTQNBJCegKvV8aHH3px7lykQ+sPH67DPfdYYbX2ztf0jkrwkJoCZm3Izhbw2GOZePNNNyoqbn9BlhtVVsbw0ksurF2b0S+a8gghhBBCCCGkr6Izg7geKLuxqay9kNnly5cxY8YM/Pd//zceeeSRbhw9IYQQQgghhBBCOuPy5Sg2bfIgGEx+UijHMcjO5sHdNE8jHFZRXy9BklRkZCQ3icNs5rB0qRXDh6dn0hrpfyoqKvDSSy/hr3/9Ky5evNjinFe6jBo1Ct/73vfSvp+eTkV8svL1MJkMSZHRkdBpOhgEXbyZTBdvJnPorOBbafcgqReprUX1jh2IulxJr2ssKkL2/PkQzH231S1Zs2aZcPJkuM2Ah6qq2LrVh8cey2wxAb+9gFkwKCMaVZondfckHMPCpjHBpjHd8r2IHIM3FoQnFkRF0IUrnnqwSgAKIwE35Q9YhoFGYKDXcpBlFbGYClW5/jzFCQDLM5DCLCAKgMiDcdsgWLu2zbAv0zoc4E0m+C9cgBQMJrye7+xZRKqrMeCee6Bzdjxs0NebIlPJaORgNHIoKmoZ6ovFlOYA143hs4YGGYrSM173b8frleH1yrh0KdridoOBbTV4ZrVyPT7cbOR1ABj4Yok/nm7BAplji1Av+bGv+hSOuc7DKOgxae0C3P3dBxGorMeOzR/i7Q1v49SpUykbOwAcPXq0McD2YxQUTMHo0fdh5Mh7YTJltbr8uXMRbN/uw913W1M6jo4IXLoEJRptcxnzsGFguuA9yc30OTkoWrMG7hMn4Dp0CKqUWCtLE+9XXyF4+TKcs2fH/w0pfhy012Cm0cT3x/MMsrJo4j4hfZmiqDh8OIRdu/zthk9bYzZzWLLEgpISXY9/zU4HajBLDZOJw7e/nYn33vPg1KnELsrm88n44x/rsXKljc5tE0IIIYQQQkgvRQGzm/zyl7/Ejh07sGvXruYTLU2Tbpq+Nt0eDofx7W9/G4cPH8bvfvc78Dz9OAkhhBBCCCGEkN5CUVTs2RPAZ58FOhS4YRggO5uHIFyfqCHLgNstIRDo2ASFSZMMWLjQAp2u501iJ71LLBbD97//fWzevBk1NTVdtt/CwkIsWbIEDzzwQMq22Zuu0K+oKmKNYTKbxoSYEm/zEVgeAsujqbtFVmW4o223LaUaz3LI1FmR1Rgky9LZYBRosk9XU2UZ9UePouHwYahJNgiyggDnrFmwjh7dLycJtkWjYbF4sQUbNrjbXO7atRhOnAhj0qTrTUqJPP7dbhk5Ob3rtVnHaaDTa5CttyNLZ8Xp6muoDQahQoXCSpBZEdGICHAKwCoAVISjjQ1kDMBwjRfekwUoPh0UiQHU3vUzSCfBZkPxunUp364iy6j//HN4v/464YacmMeD8rfeQtbs2bCOGUPPD91Eo2GRm6tBbm7L4KUsq2houDV45nJJEMWeHTwLhRSUl8dQXt6ytUIQGDgc/C3hs4wMHhzXc+5/Rl4LBoC3MyGzmwTFMK6IYVzxVwMCULB6Gn7xyAIEyupwcOun+OidD3Dp4sWU7Q8Arl49gqtXj+Cjj36GgQNnYNSo+1BSsgQGQ0aL5Q4dCiIjg8fUqcaU7j9Z3tOn213GOmoU8NVXXTCaWzEsi4xJk2AeOhQ1n36KYGlpUutLoRCqtm2D78wZZM2dC401daG+9gJmWm3PeXwRQtKnulrEli1eVFYm1hp1I4ZhMHmyAfPnm/v1uUVqMEsdnmfwwAM2OBw8Pv3Un9A6sZiCN990Y+FCM+64w0jvTwghhBBCCCGkl6FE1E2cTie2b9+OH//4x/jtb3/borWsyc1tZs8//zxOnDiBt99+GwMGDOjG0RNCCCGEEEIIISQRwaCMd97x3HKV/tYUF9/azsGyDMaO1cNmu956Ulcn4cKFKDiOh8OR3HgyMngsW2bFwIHa9hcmpA319fV4++23sX79euzbty/t+9NoNJg1axaWLFmCJUuWoKSkJOUTR3rqFfpVqIjIIoJiBEEpgrqIt7GdLE7HaSCwHFqdZ90Fc5isGiOc+qZ2MhvsWhM4pv9OMOsJovX1qN6+HZHa2qTXNeTlIXvhwpROYu5rSkp0GDxY2+5r+86dPpSU6GAwxB8P7TWYAfHweE5O55+HHNOnd3obncWAAacI4BQBiN34nKACjBoPm3EqABWMzAFQAH2UwmU3YXke2mQP+BKUv3w5rCNHonrnznZbgJqosoyaTz9FqKIC2fPng9PSMWVPwXEMnE4BTqeAkpLrt6uqCq9XbjV41tMnO4uiiqoqEVVVYovbWZZBRgbXauuZRtM9zyEGPr2PBUVV4Ip4gWwNJjy6GOO/swjlX5zHL77x/0GRU/17VHHlyn5cubIfW7f+GIMGzcaYMfdh+PDF0OksAICPPvLBbucwdGj3XERA9PsRunq1zWW0Tie0nWhcTBXBYkHe8uUIXLiA2s8+gxQKJbV+sKwMpa+/Dse0abBPmADm5lrzDohG277P9MQ2VUJI6oiiit27/Th4MNih9tOsLAHLlllRUEAtw9RglloMw+Cuu8zIzOSxebMHktT+z1dVVWzf7oPLJeHee6096iIEhBBCCCGEEELaRgGzVrAsi1//+teYNm0avvOd7yAQCLQbMjtw4AAmTZqEt99+GzNnzuzG0RNCCCGEEEIIIaQt5eUxbNzohs+X4OVsb8GgpETXHC6LRlVcuBCByyUlvyWGwR13GDF3rrlFExohyQiHw9iyZQtef/11bNu2DaIotr9SJxQXFzcHyubOnQuTyZTW/fUUETmGurAXtREPSv3VONlwBYp6fTLSjeGyrqblBDh1jWEyvRVOnRVajiaV9RSqosB94gRcBw9CTfRS6o0YjoNz5kzYxo+nq363g2EY3HOPFc8/X9fmhMJwWMEnn/iwbJkNAGA0shAEps0mIbe7+x7fXYcBVAaQWaA//HN7OPOQIdBlZeHaRx8hUl3d7vKqokCOROD+8ksELl9G9vz50KU4wCHYbGB5+lgxVRiGgc3Gw2bjMWRIy+8Fg/Hgmcslo65ObA6feb09+8GpKGrjuCWcPdvye1Zr68Ezo7HzoZz2GHgtsvUZqAm7AaS3NY5hGGitRhSNHIIrp86nbT+qKuPSpU9x6dKnYFkBQ4fOw+jR92HYsIV4+20Gjz6amZJgdLJ8Z84A7bSDW9NwQYqOYhgG5mHDYCgqgmv/fnhOnUpqfVWSULd/P3znziF73jzoO3khWmowI6T/ungxgq1bfXC7kz+3yPMMZs82YeZME4V4GiVaFk4Bs+SMHh2/2Nqbb7oRCCR2XHr8eAhut4zVq+3Q6ykoTQghhBBCCCG9AX0S1IYHHngAI0eOxIoVK3Du3Lnmk91NQbOmr023V1dXY968eXj66afx5JNPds+gCSGEEEIIIYQQ0ipVVXHoUBA7dvg7dCXgJsOGaeF08lBVoLpaxKVL0YSu3Hqz7GwB991nRW4uhUBI8mRZxq5du7B+/Xq888478Pv9adsXx3EYNWoUZs6cie9///sYPnx4j5kUmi6KqsATC6I27EFtxIPasAe+WLD5+2Ep2iJc1pUYhkGm1nJDmMwGi2Do87+T3irm8aB6xw6Er11Lel1dTg5yFi6ENiMjDSPrmzIzecyYYcTevYE2lzt+PIyJEw3Iy9OAYRjY7Txqa28fzu0fATPS0wgWCwoffBB1Bw7Affx4m8vKkQg8J082/9114AAMhYXQ5eSk7PWheN26tLW2kZaMRg5GI4eiopa3x2JKc4Drxtazhga5U+9vuoLXK8PrlW9pmTQYWDgc/C3hM6uVS+mxjYHXIteQgYqgC/JNx3Cymtrn+JxB+fjp2/+B+mu1OL5jP45t34+Lx0+3uJBpKimKiHPnPsa5cx+D4zQYPnwxLlx4AL/5zSo4nca07LM1qqrCe/p0m8swLAvziBFdNKLEcVotsufNg2XECNTs2oVofX1S60ddLpS//TZsY8bAMWNGh1sk2w+Y0cR8QvqaYFDGtm0+nDoV7tD6AwdqsXSpFZmZNPXrRtRglj75+Ro8/rgDb7zRgJqaxC5wdeVKFC+/7MLatRl0XyWEEEIIIYSQXoDeubVjxIgROHLkCL797W/jnXfeadFa1uTGNjNRFPEP//APOHz4MF566SXodLpuHD0hhBBCCCGEEEIAIBJR8N57Hpw5E+nUdoqLtcjNFRAOKzh/PtqhKwuzLIN588x0ZWGSNFVVcfz4caxfvx5vvvkmqqqq0rYvi8WCadOmYdq0aRg9ejR0Oh3MZjNG9MAJoakQkWOoDXtQF/E2f5WU5B/f6WAU9MjSWeHQWZGltyFTawHPpr/tg3SOqqrwnjqF2r17oUrJ3ZcYlkXmHXcgY+JEMCxNJE7WrFkmnDwZbrPpR1VVfPihD489lgmGYZCRwbUZMGto6BnPB6nW1MbaEXZqSewSDMcha9YsGPLzUb19O+RIYseyqqoiWFYG0eeDafBgah7rIzQaFrm5mlsuUCHLKhoabg2euVxSm+2MPUEopKC8PIby8liL2wWBaTV4lpHBd+g91BX/9eNmSZERUySIigRRkZGuVrPM3Cws/NYKLPzWCnhqG3DikwM4tn0/zh0+CUVOz4R2WY7h9OktOH16C9588/tYtWoFHn54DRYsWABBSG+jWfjaNYheb5vLGAcOBK/Xp3UcnaHPzUXRww+j4fhx1H/+eXLNs6oKz8mTCFy6hKw5c2AaPDipkKSiqIjF2r5fUIMZIX2Hqqr44oswtm/3IRxO/jVBr2exeLEF48bp6WIzrUj06ZsCZh1jtXJ49NFMbNrkwfnzib0/qa+X8PLLLqxebcfAgR0LYhNCCCGEEEII6Rr0iVICTCYTNm7ciF//+tf46U9/CkVR2gyZqaqKN954A1999RXeeecdDBw4sBtHTwghhBBCCCGE9G9VVSI2bHAnFAbT61lMmWJo9Xvjxxswf74Zx4+HsXevH0OGaAAkN7k6N1eDNWvsGDCAJmWT9kWjUWzcuBHPP/885syZg02bNuHcuXNp2RfDMBg6dCjWrl2L4uJiWK3WPjtJSVEVuKOBxjCZG7URb4t2su7EMiwMvBYGXoc7c8ZgqDUXBp4uYNXbiH4/qnfsQOjq1aTX1TqdGLBoEbUEdYJGE59suWGDu83lKitjOH48jEmTDLDb2/6opCMNZoLNhuJ165JeL9l9dJTdX5C6gZC0Mw0ciKK1a1G1bVtSjYgxtxueU6dgHjIEgtmcxhGS7sRxDJxOAU6ngJKS67erqgqvV25sPZNRVyc2f+3pE6pFUUVVlYiqqpbhX5aNh4JvDJ5pbCJkWU0oeMYyDPS8BvrG93GKqrYInMUUKS0ttbasDMx9eCnmPrwUfrcXX+w6hGPb9+P0/hOQkwyiJyoS8eMvf/kz/vKXPyMzMxMrV67EmjVrMHv2bHBc6wFjSZHhF0Md2l/NV8fh59p+vTQOHwhJkXv0xRIYjkPmlCkwDx2Kml27kj6ek4JBXNu6FaaBA5E1d27Cz72xWPtBRwqYEdI3uFwSPvjAi9LSaPsLt2LcOAMWLTLDaOy5z6XdjRrM0k+rZbFmjR07dvhx8GDbDeJNwmEFf/lLA5YutWLixNbPvxNCCCGEEEII6X4UMEvCD3/4Q0yePBkPP/ww6uvr2w2Zffnll5g8eTJef/11LFmypBtHTgghhBBCCCGE9D/xtqcwPvrIC0lKbGIByzKtTtAYOVKPu+4yYcsWLyoqYtBqWWiTuNiqRsNi/nwzpkwxgGVpUhhp2+XLl/Hcc8/h1VdfRSAQn6Rx4MCBlO+H53mMGzcOjz32GL75zW/CYIhP7ti1axf8fn/K99ddmtrJaiMe1IW9PaqdjGc5CCwPDctjuLUAel4DBvHniEKTk8JlvYyqqvCdOYPazz6DEou1v8INGJZFxuTJyJw6FcxtJn2TxJWU6DB4sBaXLrU9aXPnTh9KSnSw29v+mXs8MhRFTeo1nOV5CgqSlBLMZhSsXIn6Q4dQf/QooCZ2fKtEo/CdPg1DQQF0Awb02QA5uRXDMLDZeNhsPIYMafm9UEhpEThraj1rq/2xJ1AUtTEwJ+Hs2fhtMT6IiqwAtFoWBgMLo4GFn1cgCAwEgQHLAbe717MMAw3HQ8PFPzJXEb8YQbE5B0ExgpAUQUjqWADgdsx2K2atXIxZKxcj5A/i5O7PcfTjffhq7zGI0eSOHxJVX1+PF198ES+++CJycnKwatUqrFmzBtOnTwd7Q1uqXwzh3dL9SW9fkWW4676Aarn9RH1WI8Aul+MBsRB2bc8PvGpsNuSvWAH/uXOo3bMHcjic1PqBK1cQqqiA4447YBs3rt1W2mg0kYAZNdsS0ptJkor9+wPYsyeQcADqRnY7j6VLrRg8mNqf2kMBs67BsgwWL7bA4eCxdasXitL+z11RVLz/vgcul4QFC8x0npwQQgghhBBCeiAKmCVp/vz5OHbsGFauXImjR482fxDXFDRr+tp0u9vtxrJly/B//+//xc9+9rPuGTQhhBBCCCGEENLPxGIKPvjAi5Mnk5sE1prCQg0yMzm8+KKrQxNABg/WYtkyK2w2Og1Dbk+WZbz77rv4xS9+gS+//DJt+xEEAVOnTsXf//3fY/Xq1S0mlPYFTe1k8TBZPFTmi3WsheF2VEWBFA5DEcVbbr+RGItCZa7/fDmGg57TQM9pwHMsGF4G2zTJXwU0MRlyLP6cxekoWNbbSMEgaj75BIErV5JeV5ORgZyFC6HPyUnDyPonhmGwZIkVL7xQ1+Zrdzis4JNPfBgxou3HnKKo8Plkei0n3Y5hWThmzIA+Lw9VH3/cZuAhVFHR4u/Bq1fB6XTQZGS0G3QAAMf06Z0eL+m5DAYWRUVaFBW1vD0WU5oDXHV11782NMgJTRruTtGogmhUgdsNuM3XLybAsmgOmzX90QgMOJ65JXjGAOAYFnaNCXaNCUC85eyuAWMRUyTUNV6woKMtXzczmI2Yvmwepi+bh0gwjFN7j+LY9n04ufswoqFISvZxs+rqavznf/4n/vM//xOFhYVYvXo11qxZg4kTJ3Z4m7GGhluOhW+mzXT0uoArwzCwjBgBQ1ERXPv2wXv6dFLrK6KI2j174D1zBjkLFkCXlXXbZWOx9kMOGk3v+vkRQq4rL49hyxYv6urE9he+CcsymDHDiLvuMkMQ6HkgEXKCeXlRVCGKKv1cOyneCs5hwwY3IpHEQnsHDgRQXy9h5UobNJq+dW6SEEIIIYQQQno7+jS0AwoKCrBv3z488cQT+OMf/9iitazJjW1miqLgX//1X3HkyBG8/vrrsFgs3Th6QgghhBBCCCGkb6urE7Fhg6dDkzZa4/XK2Ls3kPR6ej2LxYstGDdO3+sm0pGuU1FRgZ/+9KfYuHEjgsFgWvbBcRxmzJiBJ598Evfddx80Gk1a9tMdwlIUdREvaiMe1IY9cEV8aW8nkyMR+M6cQUTXsmFC4lvu16MGwasMBJUBrzLgAETBwHOb7XrKfM3/bxszJrWDJmnlO3cOtbt3Q44kORGcYWCfMAGOO+4Ay9Op+lRzOHjMmGFs9zX8+PEwioraf150u3t3wEyvZzFlsjEt2y4rr8eQAUGYTb3359PbGIuKULx2Lao+/viWIFlb5EgEkZoaaDMywCZTx0v6DY2GRW6uBrm5LZ8XZVlFQ4PUGD6Tm9vPXC4poWBMV7P7C277PbHxD8syMBiut54ZDCwMRhZ6fctJzizDwKGzNLZuxRN5ISnaHDarjaTmGFRn1GPK3bMw5e5ZEKMxfL3/OI59vA8ndh1C2J+e9wnl5eV4+umn8fTTTyMrKwsPrlmF7AWjkT+sOKntROvq2l1G63R2cJTdj9frkbNwISwlJajZtQsxtzup9aN1dSh7803Yx4+HY/p0sK28H0uswYzOKxDS20QiCnbs8OHYsY4Fk/PyNFi+3IrsbCHFI+vbkrlAWCikwGqlFvHOGjRIi8cec+CNNxrQ0JDYMdG5cxH88Y/1ePjhDPodEEIIIYQQQkgPQp/2dZBGo8HLL7+MadOm4fvf/z5isVibITNVVbF161ZMnjwZ7777LkaNGtWNoyeEEEIIIYQQQvqmkydD2LLFC1FM3dX1vd4EL3t7g1Gj9FiyxAKTiT4cJ7dSFAUvvvginn32WVy4cCEt+2BZFvPmzcO6devwwAMP9IkLHimqgoZoAHWNYbK6NLSTdRSnAprGIJmgArzK4NZODNLXSOEwaj/9FP4OPI4FiwU5ixfDkJubhpGRJrNmmXDyZLjN13JVVbF/f/sT9xsaZAwcmMrRdR2zYMDKQTPTtv297n2QmSjouvNdizeZkL9iBeqPHEHNp58mvJ4qy4i4XBAsFghmcxpHSPoSjmPgdApwOltOcFdVFT6f0hw4u/FrKNTzgmc3UhQVgYCMQKDlawTDMNDrr4fPDAYW1ToRhhwFWm38mc7Aa1FkykaRKTu+rcYW3aYLH9SFPfDGOh4KE7QajJ83HePnTYcUE3H285M4tn0fju84gIDH1/4GOqC2thbP//6/gN8D1qwM3LF8HmatXIycgfltridHIhD9/jaXEcwm8Hp9KofbLQz5+ShauxYNR4+i4ciRdlvbWlBVuE+cgP/iRWTPmQPToEEtvp1YwIxeaQnpLVRVxenTEXz0ke+W15lEaDQsFiwwY/JkA1iWzi0kK9EGM4ACZqnkcPB47DEHNmxwo7Q0mtA61dUiXnrJhYcftiMvr+9cEIsQQgghhBBCejMKmHXS448/jnHjxuHBBx9ERUVFuyGzixcvYvr06XjppZewZs2abhw5IYQQQgghhBDSd0iSim3bfDh6ND1Xdk+UycTh3nstKCnp/ZPnSOodP34cP/nJT7Br1y7EYrH2V+iAiRMnYt26dVizZg1ye3lwpbmdLOxJWTNEKrAMA4vMwSZx0CssdAoDjcrgnD6xyTOkbwhcvoyaTz6BFEo+5GgbOxbOmTNbba8gqaXRxNtEN2xou2mkpqb91lO3u/uffzqKZ7nG5p30MDFa+JGe1zXSNoZl4Zg2DbzBAN+ZM1ASPb5QVYheL5RoFILNRi2KpMMYhoHVysFq5TBkSMvvhUI3B88k1NVJHbqAR1dSVRWhkNoiIPeXPfXQSBFYLBycTh4OB9/iq8HAIlNnQabOghGIt6dF5RjqIt7mlrO6iBcxOfmWbV4jYPSsSRg9axK+8X//HheOfY1j2/fh6Mf74HMl16SVKG9tA7a9vBHbXt4Io9OKoYumoWTpDJhzMgAAgsCgqaQ75vVB0t++xXV4WAeto/e2l92M5Xk4pk+Hedgw1O7ahVBlZVLrS34/KrdsgXnIEGTddRd4kwkAEI22H1ajBjNCegePR8KHH/pw/nySDdeNRozQ4Z57rLBYKPTUUck2mJHUMRhYPPJIBj74wIsTJxI7XxIIyHj11XqsWGHDqFF0Tp0QQgghhBBCuht9YpQCU6dOxfHjx/HQQw/h008/BdN4Rr0paNb0ten2YDCIdevW4fDhw3j66afBsnS1MUIIIYQQQgghpKPcbgkbNrhRVZX8ZL1UmjjRgIULLdDr6X0+ua62tha//e1v8dprr6Guri4t+xg4cCDWrVuHtWvXoqSkBJIiwy+G4I623SRwOwE1imArQQFGjTZv0ywYwLOpm+zU1E5WG3bHJ+L2oHYyHa9Bls4Gp86GLL0N5oCIM/uuIMp27OdLejc5GkXtZ5/Bd+ZM0uvyJhNyFiyAsagoDSMjt1NSosPgwVpcutS5EKjb3bMDEaR/0w8YANuYMQhcuoSYx9PqMtrMTDCtBclUFUosBtHnAysIYDUaCsCSlDAYWBQVaXHzy14spsDlkpoDZ/H/l1FfL0FRUtBErSpgpdSGXrmIF7wYQygMlNUAl7RmgL3+eNLr2VaDZ3lWB/KN8XCVqqrwisEWgTN31N/iwqXtjoPnMGLaWIyYNhYP/+R7uPzlORzbvg+ff/AZcsdNR/XZr+CuKEvpvz1Y58UX67fji/XboXfYkD9rCqatmw3bABtUFZDDbR+zMywLTWZmSsfUE2gzMpC/ciV8p0+jbt8+yJHkgiT+ixcRLC+HY8YM2MaMabfBjOcZcBwFzAjpyRRFxeefB/HppwHEYsmHlsxmDvfcQxet6ixVVSlg1s04jsHy5VY4HDx27kzsWEeSVLz9thv19RJmzTI1z68jhBBCCCGEENL1KGCWIg6HAzt27MCPfvQjPP300y1ay5rc3Gb2H//xHzh+/Dg2bNiArKysbhw9IYQQQgghhBDSO509G8HmzR5EIt03GcBu57FsmRWDBmm7bQykZwkGg3jrrbfw3HPP4dSpU2nZR2ZmJh566CGsW7cOd9xxR4uJF34xhHdL93d421fEUkSZWyflakUNXKXx/awontmpNpywFI1PrG2cYOuKeCEp3R/eYBgGGVpzc5gsS2eFWTC0+PlGQ65b1gtVVDR2VXSMIT+/E2uTrhIsK0P1zp2QAoGk17WOHAnn7NngtPRa0dUYhsGSJVa88EJdUhMNb0YBM9LTsYIA8/DhCFdVIXz16i3fZ3gerCC0uq4iipAjkRYBiYbjx8EbjeBNJvBGI+QoNXWS1NBoWOTmapCb2zLIKMsq3G75ptYzGS6X1OZEfV7SI792fPPfuYgXjksfpnbM0VKw6vXjwbphKyDp7c1/D4cVlJfHUF7e8hhaEBg4HDcHz7IwyJELjmMgKhJcER/qIh7UhuMXWQhLiT3WWJbFkAklGDKhBKt/8Bga3DJOnYrAVV6Orz/bh7rThxBuqErND6Dp3+ny4MK7O3Dh3R0wD8jE8IUTMGz2SOgshtuuo8nIAMv1zRYehmFgHTUKxoEDUbd3L3xnzya1vhKLoXb3bvjOnkXYdgfamrqh1dKFbAjpyaqqRGzZ4sW1a8kHnBmGwZQpBsybZ4ZOR4/1zlKSPEVMAbP0YBgGM2eakJnJY9MmN0Qxsffiu3b54XJJWL7cBp6nkBkhhBBCCCGEdAcKmKUQy7L4zW9+g6lTp+LRRx9FMBhsN2S2Z88eTJo0CRs3bsS0adO6cfSEEEIIIYQQQkjvIcsqPvnEjwMHkp/knyoMw2D6dCPmzjVBo6EJIP2dJEnYsWMHnn/+eWzbtg2SJKV8H4IgYNmyZXj00UexaNEiCLeZJN7TyKoCd9SP2nC8qaE27IFf7EntZHZk6a1w6mxw6CwQWDplSlpSYjHU7dsHTwcCo7zBgOz582EaNCgNIyOJcjh43HGHEfv2dfy4oaEh9c/rhKQawzAw5OZCMJsRqqqC2onjESUWQywWQ8ztBgBc+fOfoR8wALrs7PifnBzoHA5qOyMpw3HXw1g3UlUVPp9yS/Csrk5EKKSABQuNZGxenhdj0EV6xvszUVRRVSXe0rbNsgzsdu6G0FkOShz5uDOPg8jFUBf2xENnES/qIz4oatuT3xmGQWYGj6FDtIjF8lE0ayUK73wAwdpy1J05hLrThxD1prZN2V9Vj6N/3omjf94Jc5YNQ+aMRsndk6AztWze0TmdKd1vT8QbDBiweDEsI0ag5tNPIXq9Sa0fqa5G4PAGmAPD4M8e36Idr4lWS5PsCemJYjEFu3cHcPBgMKlGyiZZWQKWL7ciP5+Op1Il2YuKUMAsvUaM0OHRRx34618b4PMldtGWkyfDcLtlrFljh9HYN0PqhBBCCCGEENKT0WyJNHjwwQcxatQorFixAufPn2++wnHTCaWmr00hs8rKStx111147rnn8L3vfa/bxk0IIYQQQgghhPQGPp+MjRvdt1wdvivRBBACxM/xHD58GK+99hrWr18Pn8+Xlv1MnjwZTz75JFasWAGzueOtYV0lJEVR19hOVhPxoL4HtZNlai1w6qxw6m3I1tlgEvQt2skIuVmoshLV27dD7MDj2zxsGLLmzAGv17e/MEm72bNNOHUqDK+3Y89HkYiCcFiBXt8zQguEtEUwm6HLykLM7YYcDqdsu6LXC9Hrhf/8+fgNDANtZiZ0WVnNwTOtwwGmj7YVke7BMAysVg5WK4chQ1p+LxS6OXgmwV3e8+9/iqKivl5Cff2tIVCLhYPTqYHDkYsBzkKMzGTAWcIIMH7UReItZwGx9cd1Xp4At0fCtWsiGIaBKbsIpuwiFN+1Gv5rl1B35hBcZz5HLOBO6b/HX+vBiQ37cGLDPpiz7Rhy12iMuncytCYDeIslpfvqyYxFRShetw71hw/Dffw41CRqdCRRgan2JPSeK/Dm3YGopWXDMQXMCOl5LlyIYOtWHzye5AP9PM9gzhwz7rjDCI6jx3cqyUm+3aOAWfoNGCDg8ccd+Otf3Qm3/F29GsNLL9Vj7Vo7srJ6xwW2CCGEEEIIIaSvoIBZmpSUlODo0aP45je/ic2bN7doLWvS1GYGALFYDP/rf/0vHD58GC+88AK0Wm13DZ0QQgghhBBCCOmxLl2KYtMmd7d9+M9xDGbNMmHWLBNNAOnHzp8/j/Xr1+O1115DWVlZWvaRl5eH733ve3jssceQk5OTln2kwo3tZLWNobKe0k6m57Vw6mzI0luRpbPBobOCZ7tpwrGqAhRk61UUUYTr4EG4v/gi/vtLAqfTIWvOHFiGD0/P4EiHaDQsFi+2YMOGjk+qd7sl6PUULie9A8Oy0GZmQgoEkm7TSZiqIupyIepywXv6dHy/HAet0xkPneXkQJeVBU1GBgW6SVoYDCyKirQoKrp+W9Sl4pLOhFBIuf4n2Pg1rCT7st7lfD4ZPp+MS5eiLW7X63VwOk1wOIrgdMjgLEEopiBCrA+uqK/5gg7FRRp8/XUE4fD198xerwIYByJz8kBkTHoIoarzqD+9G94LB1M+fn+NGyc27MWJDXthyc1E/aqrWPjN+6AzGlK+r56IFQQ4Z86EZfhw1OzahXBVVULrNTXucDE/Mq5sR9g2CL7cqVCE+M9Nq6WAOyE9RSAgY9s2H776qmMh/kGDtFi61IqMDJqulQ7UYNYzmc0cvvOdTLz7rgenTyf22PF4JLzySj1WrbJhyBBdmkdICCGEEEIIIaQJnbFII5PJhHfeeQe/+tWv8LOf/aw5UNZayKzp9tdeew2nTp3Cpk2bUFhY2I2jJ4QQQgghhBBCeg5FUbFnTwCffRZo8b66K+Xna7B8uZWumtpP1dTU4M0338T69etx5MiRtOzDYDBg+fLl+PnPf46SkpKUbvtE/cWEl3XLHshMy0s+F6g2AICoyAhKEZyov4SwHOuR7WRZehuy0txOZpRZzPVdb5NrON8yVKfPy4UcjUIOBCAFg/FzgBwH3mAEp9ch6nKBuSHslmFp2UxXkDMJZqF/TMLticLV1ajevh0xd/JBJNPAgciePx+80ZiGkZHOKinRobhYg6+/7thk0IsXo+D59p9XMjL4hJYjpCvwJhNYjQacRtMlx9GqLCNSXY1IdTVw8iQAgNVoWrSc6bKzwZvNFDojacNxDMxmDmZz/HjLdegQAEDVAJKkQhRv/aO2Mb/cnzOhK4bdpnBYQXl57IYmbx6AFYJgQ6aDg8ERBW8PQoQPDoOCaskPUbz1Mc8wLIy5I6DLLIAhezDcZ/YgUl+eljH7rtVj83/8GZt//2c4CgfgjvvmY+HPx8Gu7fmtzJ2ldThQsGoVvKdOoe7AASjRaJvLy1LL35XecxlafwX8A6YglDEMGg09XxLS3VRVxYkTYWzf7kMkknwoyWCIX/Bi7FhqUk8najDruQSBwapVNnz6KY89e/wJrRONKli/3o0lSyyYOpXOsxBCCCGEEEJIV6CAWRf48Y9/jClTpuDhhx9GQ0NDuyGzY8eOYdKkSXjjjTewcOHCbhw5IYQQQgghhBDS/YJBGe+847nlCu5dRRAYzJ9vwdSpBrAsTQDpT/x+PzZv3ozXX38dO3fuhKKkftIJwzCYMGECfvrTn+L+++/vUZOMVKhQoEKGgnoEIStBeNzxmTpaloee13bb2PS8Fll6W7yhTGft8nYyDgws8vX9RcMSlEgEciQCORoFE4hCIzSFURvbBmQAsSCUOg+kmhqwggBOqwWr08EsMmDY660EdsHYfW1r/Zgqy6j//HM0HDsGNcnHO6vRIOuuu2ApKelRj2PSEsMwmDbNhNdea+hQ0MblklFU1H6D2RNPOCmQTnoUVqOBuaQE0epqRBsaunz/SiyGUEUFQhUVzbdxen2LwJkuOxu8gcLVJL0YJv7+ThBufa2+MXgm3RA8S3aielcTRRXVVRJQxQGwIBg0ovKIFSovgTEFAXMQUsQLzhYEI1z/x3BaIxxjFsIxZiGUiB/ha8dQe3IXAtXlSbe3tksFXGVV2PL717HlP1/HkFHDsfrb6zBqyAgYIIBB3zx2YhgGtrFjYRo0CLV79sB/4cJtl5VauZ+xcgzWiv3Quy9CO2g+gIz0DZYQ0iaXS8KWLV6UlXXs3OS4cQYsXmyBwUBthOlGDWY9G8MwmDfPjMxMDu+/703o96WqKj780AuXS8Ldd1vo/DwhhBBCCCGEpBkFzLrIggULcOzYMTzwwAM4fvx48ySDpg+xm7423V5fX4977rkHTz31FH70ox91z6AJIYQQQgghhJBuVl4ew8aNbvh83TOrb9AgLZYts8Jup1Mo/YUoivj444+xfv16vPfeewiHO9Zy0x6n04lvf/vb+PnPfw6TyZSWfSRLVhWIiowwRIgQIUNF0zQPDSOCU7sn8NTUThYPlFmRpbfDxOu6NcSjKgqkQAAxjwei14vwtWtJb0MRRSiiCAQCaDh6FILFAsFmg8ZmS/2ASbsidXWo3rED0bq6pNc1FBQgZ+FCCOa+38bRF2RmcigoEG5ogElcR5oKCOkxJAm6vDzwFgsitbWQAgGojckZVZK6fDhyOIxgaSmCpaXNtwkWy/Wms5wcaJ1OcNruC7ST/oXnGfA8A72+5e2KAmhHGRAMKgiFFIRCMmJWDvXJv4x0KUbiAY8V8FgRKnUAUMEao+BsQXD2UPyrOQwwAKszwzJ0DnKnzoZkLYfri69QvfcQAuUVaQmbXfzqHP7tn3+OwVNGYeqyORg7diys0MECHYxqz3hvlEq8yYTce+5B4MoV1O7eDdHnu2WZmxvMbqQJ1kBz9B24hs5AxtSpYHk6P0FIV5EkFfv2BbB3byDp4BIQbzZeutSKQYPoeKarJHttKAqYdY9x4wyw23m8+WZDwr+Dw4eDqK+XsGqVHTodhTUJIYQQQgghJF3o7GMXKiwsxP79+/HEE0/g1VdfbdFa1uTGNjNZlvGTn/wER44cwWuvvdZjJhsRQgghhBBCCCHppqoqDh4MYudOPxQlxRPaEqDTsVi82ILx4/XURNMPxO9vB7F+/Xps2LABLpcrLfvhOA5z587FL37xC0ybNi0t+2iPivi/V1YVSKoMWYmHykRFgqzGJ5lHVREKuv5x18TA6+DUW+HU2ZCttyFTa+kRbV4xjweh8nJ4Tp2KN1ylsM5CVRTEPB7EPB4EAZS99RasI0fCWFwMQ34+WIGakNJFVRQ0HDuG+kOHkm4tY3geWbNmwTpmDL1W9DJFRRrU1EiIRpP7nYfD3ffcSEhn+c6fb/F3hmWhynI88ByLgdVooIpih9r9UkX0+SD6fPBfvNg4SAYauz0eOsvJgS47G1qHg8IVpPNUFYokxY/nFAUMx4ERhBaNsk1YFrBaOVit149Hl69zgLFkoL5eRl2dCJfr+tf6eqlb3sO2j4ES1EEJ6mAXs8E3MAAnA6YgYAmCMQehyfDC4DCCnzEFOTOmQI5E4Tp3BDWfHoP/4jWoKf53XTryNS4d+Ro7igZg4tLZGHnXJFglN+QKK3L0GcjW27q8qTidTAMHwpCXh/rDh+E+caLFsafUTnCFYxTUHzkC/4ULyJ43D4aCgnQPl5B+r6wsii1b4q1JyWJZBjNnGjF7trnV1kySPh1pMGuap0W6VmGhBo8/7sAbb7hRVycmtM6lS1G88ko91q610wXhCCGEEEIIISRN6N1WF9NqtXjllVcwdepU/O///b8himKbITNVVbF582ZMnToV77zzDkaMGNGNoyeEEEIIIYQQQtIvElGwebMHZ89GumX/JSU63HOPFWZz35jE1hdJigy/GOr0ds6fO4+3//oWNr75NspuaM9Itby8PPzDP/wD/vZv/xbmLmg4klUFUVlEVBERkyVEFRHuaACyqkBWFSiqArvWBJ7hwHMctFzL8JI7osKPrnn8sQyLDK0ZWXobsnQ2OPW2bm8na6LEYghVVCBYVoZgWRlErxcAIIVCKQ2XtUb0+eA5eRKekyfBcBz0eXkwFhXBWFQETUZGj/j59AXRhgZUb9+OSE1N0uvqc3ORs3AhNc71UhzHYMgQLb7+OrmWSmowI30NKwjxELPBEL9BVZsbNnVOJ6RgEFI4nPoGo0SpKmINDYg1NMB39iyAeDBO63DEW84a/2gyMloNBpH+S1UUKLEY5GgUSjQK0euNByobQ2Uamw0Mz4PhOICLv+9jEG8l5fX6WwKZrdFoWAwYwGLAgJbH0rKswu2+NXjmckmIxXrG6wjPM9BoGAA8ELbG/9QA4rUQNAYFECOARgSnEZA9axwKF46HHBVRd/gsKrcehfdyRUrDZq6yKmz/r7ew589bMHHJnTA9YUBljhMAwLEcHDorcvR25OjtcOps0HC9d4oDq9HAeeedMA8fjppPPmk+DpXbya805WpjHg+uvvMOLCNGwDl7NvibK/cIIZ0WDivYscOH48c7dt4pP1+DZcusyM6mC8V0h2QDZrKsIhpVodPReZbuYLfz+O53M/H2225cuhRNaJ26OhEvveTCmjUZKCzUpHmEhBBCCCGEENL/9N6zr73c3/7t32L8+PF48MEHUVlZ2W7I7OzZs5g6dSpeffVVrFy5shtHTgghhBBCCCGEpE9VlYgNG9xwu5O/OnBnmUwc7rnHgpEjaYJWT+cXQ3i3dH+H1vXUNuDzrbvx+ZZPUXb6YopHdh3HcVi6dCl++MMfYvr06SkNBKmqiqgiwh8LwS+GG/+Emr+6Il6c8ZS3WCcix1qOj+Eg3KYJgEX6JtUYeB2y9DY4dVZk9aB2MqDx5+pyIVhWhlBpKcJVVUk3WqVlXLKMUHk5QuXlqNu7F4LFAmNREQxFRTDk54PTart7iL2OqqpwnzgB14EDSYcFGY6DY8YM2MePpzBDL+dw8LDbebjdEkpLY+2v0CgcVnDzU/qcOekPDxPSJRgGrEYDVqOBafBgAPHXISkYROa0aVCiUUSqqyH6fN02RFVREKmtRaS2Fjh1Kj5sno+HzbKymkNngtVKgew+TFVVyMEgYj4fJJ8PMa8Xks8H0etFuLoaDUeOtPjcVfT7W6zP8HyrDbGhq1ehHzCgU2PjOAYOBw+Ho+XH8KqqwudT4HJJqKuTWnwNBtN78YJEMWAQcDMAYwDTmKtQtTFoOUDhZOTNnIjB40bCoImg8sh5nN12HK6LVVDl1BwzR/whHNiwHYc27cSkRXdiwSP3YfCEEtSEGlATasCXABiGQabWghxDvOEsW2+Hjkvd5PJUXcykLWbBAJ3TicLVq+E5eRKuAwfabzDjWj6f+c6eRbC0FM5Zs2ApKaHnO0JSQFVVfP11BNu2+RAIJP+8rNWyWLDAjMmTDfSY7EYduR5QKKRAp6P3991Fp2Oxbl0Gtm3z4fDhYELrhEIKXnutHsuXWzFunCHNIySEEEIIIYSQ/oUCZt1o2rRpOHHiBFavXo3du3c3n2Rq+sCj6WvT7YFAAKtXr8Y///M/49///d/ppBQhhBBCCCGEkD5DVVUcOxbCtm0+SFLXNyRMmGDAokUW6PU0maAvkiUZx3fsx563t+HMoS/TGhrKy8vD97//fTz66KNwOBwd3o6sKgg2h8fiwTHfDSEysY1L3Kvd1TJyE5ZhkamzIEtnhVNnQ5beBmMPaSdrIoVCCJWXx0Nl5eWQQumdTJoKos8Hz6lT8Jw6BYZloR8wAMbiYhiLi6HJzOxRP9+eKOb1onrHDoQrK5NeV5eVhZxFi6DNzEzDyEhXYxhg6FAtjhxJbgaiJKkQBHqckf6D4TgIFgvsY8dC23hsI4XDiNbUxINe1dWI1NR062uoKkkIV1a2eG7ndLrrobOcHOiyssCbTN02RpIcVVWbm8fExuCY6Pdf/7vPd9uQuBQKdep4OHj1KlRRBJfiZiiGYWC1crBaOQwe3PICAaHQzcGzeOuZx9P1F15R1Ph/OL7ptY4Bq3JgVR6QZPCSD4KBQ+GdJcidNQJRRUbF5+dxeesJuC+kJmymyAqOfLQHRz7ag+LRQ7Hgm/djyt2zwGsEqKoKV8QLV8SLrxqXt2vNyG5sOMsx2GHgdR3ed2cuZpKoFcUzYdeawbAs7OPHwzR4MLYdfQ8ad+lt1+H5W4895EgE1Tt2wHfmDLLnzYPGbk/jqAnp2zweCVu3+nDhQsfa3EtKdFiyxAqLpWdcQKc/S7bBDIi/DmdkpGEwJGEsy+Cee6xwOHh89JEvoWM5WVbx7rseuFwS5s0z0/kwQgghhBBCCEkRCph1M4fDgZ07d+IHP/gBnn322RatZU1ubjN7+umncezYMbz55pudmqhECCGEEEIIIYT0BLGYgg8+8OLkyXBS6938/rkjbDYey5ZZb5ngR/qGcCCIPW9/jJ1/eQ8N12pTvn2j0QhFURCNRrF06VI88cQTWLhwIdgEWo3aayELSpEeExRLVE9uJ2uiyjLC1dUIlpYiVF4ebz9Jx34kCbebWqtKqZsorCoKQpWVCFVWom7/fvBGI4xFRTAWF8NQWEjtZjdQVRXeU6dQt28fFFFMal2GZZE5bRoyJk+m1rI+xmBgUVAg4MqVaMLrUMCM9BaO6dPTtm1erwffGG4G4s+xUiCASE3N9T+1tVCiiT+2Uk2ORBAsK0OwrKz5Nt5kuh44a2w6S+drpSJJED2etG0fAASbDSzfOz/uVUSxOSzWHCK7IUimxBJvl0wpVUWsoQFapxOsJnXNWG0xGFgUFmpQWNhyf7GYgvp6uTlw1vS1vl6ConT9ewVWCgNQwaosBJWBVgWM4GCfNgojpo+EqCooP1GK81sOo+FsBVSp82Gz0q8u4OUf/BYbfvMSxt41FSv+4VuwOVumANxRP9xRP842tjhbNAZkNQXO9HaYhZ7dJsToTagvnAettQzWyoPgWmlQ49p4WxWqqEDp+vXImDIFGZMm9drnBEK6g6KoOHQoiE8/9UMUk39etVg43HOPFSNGdDzYSlKrow1mpGeYOtWIjAwOb7/tQTSa2O9l794A6utlrFhho/fqhBBCCCGEEJICdHaxB2BZFk8//TSmTZuG7373uwgGg+2GzHbt2oXJkydj06ZNmDRpUjeOnhBCCCGEEEII6bi6OhEbNnhQV5fcZP/8fA0qKjo+4ZBhGEybZsC8eWZoNBQW6Gvqr9Vi51/ew963tyEcSG2bBs/zWLx4Mb7xjW9g+fLlOHjwIIYNG4aCgoJblpVVBYEWwbGWIbK2Wsh6OpZh4dTbkKWzIktvh1NnhUlIbctDqsS8XoQaJ5iHKiq6ZLJytL4eQLz1hdPpwPI85FgMSjSa1gY9KRiE9/RpeE+fBsOy0OXkxANnRUXQZmX16Im16ST6/ajeuROh8vKk19U6HMhZtAg6pzMNIyM9QVGRBhzHJHyle1EEUlxqQ0ivxzAMBLMZgtkM85AhAOKfa4kezy2hs9u1TnUFKRBAIBBA4PLl5ts0Nhu02dnQNwbOtE4nWEFIyf5Ejwel69enZFu3U7xuXXOzXE+jyjLEQKDVFjLJ5+vRzbGqqiLqcqX0/tARGg2LAQNYDBjQcgyyrMLtlm9qPYt/DQY79xhj2dscL6oAJ7V+URgGDDQqAw1YTFwyCxPvvQsxRcSFT0/g0ruHUPnVZShS58blc3mwb9N27HtnO4ZNHoPVP/guBo4Z3vqysRB8sRAueuOthgZeF284M8QDZzaNqUcdF8di8WOQqLUIdaYBMFefgNF1GsD1YxOOa3u8qiyj/tAh+M+fR/a8eTDk5aVzyIT0CdeuxbBlixdVVcmdkwTixz5Tp8bPK2q1dF6xJ+logxnpOYYM0eG7383EG2+4E25zPX06DI9HxsMP22E296yLXRFCCCGEEEJIb0MBsx5k1apVGDVqFB544AGcP3+++cR2U9Cs6WtTyKy8vBx33nkn/vCHP+C73/1ut42bEEIIIYQQQgjpiJMnQ9iyxZvUFYJZlsGsWSZ89pm/w/t1OgUsX25FQUHXXI2edI0T9RdRc6YMX7y5Cxc//QKqnNrJITNmzMC6deuwevXq5kZ5VVUxc84s+GMhXPZV9YkWstvhwMDIaJBndMDA6/DgwNlw6q3dPaxWKbEYQpWVzS1lsTQ3h9yIYRiwWi04rRasTtdiQjIPAKoKJRaDHIlAjkSSbtJKhqooCF+7hvC1a3AdPAhOr2/Rbsb3g4SMqqrwnT2L2s8+S75Fh2GQMWkSMqdNoxaIPo7jGGRkcKiruz5xLSuLB8+3PpE7M5OH3999ARlCeguGYaCx26Gx22EZMQJAPAARbWhApLoakdpaRGpqEKuvT2v4uj0xjwcxjwf+c+fi42ZZaDIz401nTaGzzEwwbdUH9VOqqkIOBhHz+SD5fIg1Bseag2R+P9CLj4VVRUHU5YIuK6u7h3ILjmPgcPBwOHg0PrwAxH8nly5FEY3WIRRSEAopCAYVsKyYYOMZA7udg8dz6+sco8TAKG1P8uZ0OjBcPGih5QSMXjAVjzy0FrIiY+cbH2D/O9tRda4MSmeCpipw/sgp/GLVP8BZMAD3PfkNTL3nLnD87R+jISmCK/4qXPFXNY8tW2+Ph870dmTqLGCZ7guI3NjQonIa+PKmIWwfDGvFPgjhBgC47XHJzWINDbi6cSOso0bBeeed4HTUqkTIzWIxBZ9+GsChQ8EOnbPJzhawbJkV+fl0XrEnooBZ35CVJeDxxzPx5ptuXL2a2IWirl2L4aWXXHj44YxbwvmEEEIIIYQQQhJHn4z3MCNHjsSRI0fwzW9+E++9916L1rImTW1mABCNRvE3f/M3+Pzzz/Ff//Vf3TVsQgghhBBCCCEkYZKkYts2H44eDSa1ntnMYf58MzZv9nRov03htFmzTAlPziI9nyLL+HL3Ybzz4npc+/JSSrc9YsQIPLx2Le5btQKZBdnwi2FcFuvx5bWrfaKF7HYYBuBVBhzY5j+5qhVaVoMsnQ0AwLM95wrdTQ0TTS1l4WvXunSiOqfTgTeZwOl04LTa+A/wdhoDaKxWC8FqhSrLkCMRaDMyEPN609rqIofD8J09C9/ZswDDQJed3dxupsvOBtODfqepIAWDqNm1q0VLTaI0NhtyFi2CfsCANIyM9EQGAwudjkUkEn/u4HkGGk3rj+W+EhwmpDswHAed09miFVIRRUTr6pobziLV1V0aDr+ZqiiI1tUhWlcH79dfA2gcd1YWtFlZ0OfkQJuVBY3d3qMakNJBVVUo0WirDWSizwfR5+vWRrquoMoyoi4XFEnqFYFzhmFgsXDIyIj/aeL1SpBlQBRViKKKzEweiqIiFFIQjapgGMBoZDGgSEDwptc/5mou7JwGWu9VCOH4ZO08VoAg3HrsaM4fCm1Gxi23cyyHxd+4D4u/cR+mcEVY//JreP755+H3d/zCMQBQd7UKL//gt3j9//0XFjyyHIu+/QCMVnO760VlEeWBWpQHagEAPMsjS29Djt4OPaeBoqpgb3h8n6i/2KlxTsgc0vZ4orceW4gGB1xDl8NY9zXMNSeQbMbV+/XXCFy+jKy77oJ52LA+/3xFSKLOn49g61YvvN7kX78EgcGcOWZMn25st1WQdJ+OHJpQwKxnMho5fOtbmXj/fQ9Onmy9RfVmPp+MP/7RhZUr7RgxgkLWhBBCCCGEENIRPf9MeD9kNpvx7rvv4t/+7d/w85//vDlQ1lrIrOn2V155BV9++SWWLFnSjSMnhBBCCCGEEELa5nZL2LDBjaqq5Fp7Bg7UoqBA0+FwWW6uBvfdZ0V2Nl29tK+IhiLYv3kndrz2LmrLrqVsu2aHDSMXTcOKhx5E0aghCMtRHFMrgIqKlO2jJ5BVGVAAjmGh4XhoGAEGQQsDrwXvlaAm1HDQfaRwGKHycgTLyhAqK4MUCnXZvllBgCYjAxqrFYLNBk6rhXzoUIe2xXAceKMR5mHDoCoKpEAAMY8H2sxMyOHEJs90iKrG22Oqq1H/+efgdDoYGsNmxsJC8EZj+vbdBfwXLqBm1y7IkUjS69rHj4djxowW7XOk72MYIDOTQ2Vl+xMLI5Ge/fxI+ifBZkPxunVp30c6sIIAfW4u9Lm5zbfJ0WiLwFmkpgZSIJCW/SdClWWEq6oQrqqC58svAQCsVtui5UyXnQ3eZOp1IQ5FFG8Njt3wdyWWWGNEb6NKEm73jK9KLS8goYgi/OfPwzJ8eK9usuO4ePOZTse0aOIUhPh9NhZTUVoWg2pv5QIaqgIh4m5z+yzPQ2O3tzuO/IJ8/Pu//ztmz56NDz/8EFu2bEF5eXly/5ibRAIhfPDCm/jwxQ2YuHAG7nvyEeQOLkx4fUmRcC3owrWgC2EpinPeChh4HUyCDiZBf0vgLNVubDBrgWERzBqDiK0Y5sFnoFSXJbVdORxG1bZt8J05g6y5c6Gx9swGakK6gt8vY9s2H77+umPvswcP1mLpUivsdppi1dNRg1nfwvMMVqywweHgsWtXYsF0UVTx1ltuLFhgxowZxl53fE4IIYQQQggh3Y3OfvRg/+f//B9MnjwZ69atQ0NDQ7shsyNHjuDo0aPN3yOEEEIIIYQQQnqSs2cj2LzZ09wOkgiGYTBypA4+n4w9e5K/urkgMJg7N351YZalD5P7gqqqKjz93LP4n//5HwS9nbvi/c2cwwuw6qV/BsuxMFmdCEnJh1N6HgYaloeWE8AxHDiGBceyzf/PMgwkRYYEGSE5/u91K903gft2VEVBuLoaodJSBMvKEKmrA7rq/BfDQOd0wlhUBENREVhBQNlf/9piEcf06Z3fDctCsFggWCwoeOABcHo9guXlCJaWIlRe3qGwVKLkSAT+c+fgP3cOAKB1OmEqLoahuBj6nJxe024mRyKo2b27+d+RDMFiQc7ChTDk56dhZKQ3EAQGVivXbptBNKpQYwHpcVieh9bh6O5hpAyn1cJYWAhj4fWAiBQMxkNnN/xJ52tje5RoFKGrVxG6erX5Nt5ggLYxbKbPzgZaabxydTCU3iTZYw5VluNhsabgWGPzWNPf0xpo7ykYBgzPg+U4MDwPhuPin7EqCuRIBGICLVqizwf/pUswDx3a5yYpJ/LP4SMeQG379VHrcCT1s9HpdFi4cCEWLFiAU6dO4YMPPsCRI0c69Rm3Iis4um0fjm7bh6JRQ3Dfk9/AmNlTwCZ5LKtCRVAKIyiFURN2oybsgcBy0LA8NJwADcunNHDWWoPZjWSNGQX3LYNYfgm1n32W9MU1gmVlKH39dWROm4aMCRN6dVCSkGSpqorjx8PYscOX1PnIJgYDi7vvtmDMGH2fe/7vq6jBrO9hGAazZ5uRmcnj3Xc9kKT2jxVUVcWOHT64XBKWLrXSe3hCCCGEEEIISQIFzHq4RYsW4ciRI1i5ciVOnDjRfNKq6eR609emkBkFywghhBBCCCGE9DSyrOKTT/w4cCC50IpOxyI7W8C5c5GEPji+2cCBWixbZkVGBp3+6AtOnjyJZ599Fm+88QZEMbkGvERJkRhkUQLLadKy/XTRcALMgh4WwQCzYICqqpBUBRqWh8DxYMEgpqTnZ5ZOos+HYGkpguXlCF292qUNGrzBAENhIYzFxTAUFIA3GJq/F3W5umYMRiOsJSWwlpRAVRREamoQLCtDsLQUkdratAbsonV1iNbVof7IEbBaLYwFBc0NZ4LZ3OHtKpIE0eNJ3UBvECwvR92ePfEJ40lOIraNGQPHzJngtNq0jI30HlYrh0Cg7cmFNK+UkO7BG40wDRoE06BBAOKfj4k+X7zhrLYWkZoaRGtroaTpODERUigE6coVBK9caf67/9w58CYTeKMRvMkUf/1O4ROJCsQbUH0+SD4fYl4vpBtbyPz+rgvldyNOp4NgtUKwWACGgeT3g9VqwWm1YLVa1B8+3Op6rFYbb5ENBtvdR6yhAcHSUhiLi1M8+p5PCDe0u4zW6ezQthmGwdixYzF27FhUVVVh586d2L59O/wJBP/aUvb1Rfz+e/8Ki8OOJY+vwqyVi6E3GdpfsVUqREWCqEgINl6EhGc5aFihMXTGg2M6fkGG9gJmAKDVstANGwZDURFcBw7Ac+pUUo9tVZLg2r8f/nPnkD1vHvQDBnR4vIT0FnV1IrZs8aK8vGPnEiZMMGDhQgsMht5xwRUSRw1mfdeoUXrYbBz++lc3AoHEkoQnToTgdstYvdpOj2VCCCGEEEIISRDNsOoFiouLceDAAXzve9/Da6+91qK1rElTm1nT/xNCCCGEEEIIIT2Bzydj40Z30pM5eJ4BywJlZdEO7Xf5chsmTKCrC/d2qqri448/xjPPPIOdO3emZR8MxyJ3xghMWTUPeROH9cj7DMMwMPF6mDV6mAUDzMKNX/XQ3hSIc0f9OOW+0k2j7ThFFBGqqECwrAyh8nLE3O4u2zfDstDn5ja3lCXbwJBuDMtCP2AA9AMGwDF9OqRwGKHGdrNgWVla20eUaBT+ixfhv3gRQLydwtgYNtPn5ibVgCB6PChdvz6145MkhJpa7QDYxo5tEQhsC28yIWf+/H45UZy0jmWBjIy279MaDduh4DshJLUYhoHGaoXGaoVl+HAA8cbTWENDvOGsthaR6mpEXS6oSvdNGpajUcjRKKL19QCA0LVrYHkerEYT/yMIYAWhzdCZqihQJQmqLCN87RrkaBRK43blaLRfBKRZQYgHyMzm5iBZ81eLBazm+vFw1OWC//z5hLetsduhKkpCx1ORmpoW++pzwlowX4xqcZNWCWCk/RIAXfNt47V6GIzXXy+1DgcKRi5MaBdm4fbHaQMGDMATTzyBV199FX/605/w7LPPorS0NKl/ws18Ljfe+tWL2PTMq7hz5SLc/ehKOAs6F66ya03gmOv/fkVVoeU4OLRW6HgtSv1VSW0vGm37OUqrZZvfm3BaLbLnzoVl+HDU7NrV/NyS8L5cLpS//Xb8AgszZvSL5w/S/0iSir17A9i3L9ChsFFmJo+lS60YOJAeH70RNZj1bXl5Gjz+uAN//WsDqqsTu7BEaWkUL7/swtq1GXA4aJokIYQQQgghhLSH3jn1ElqtFq+++iqmTp2Kf/zHf4Qoiq2GzAghhBBCCCGEkJ7i0qUoNm1yd+hDeklSOzR5Oy9Pg4cessNiSTzwQHqeSCSC9evX49lnn8Xp06fTsg+904KB90xC8ZJJ0GeaMcCQkZb9JErLCa2Ex+JfjYIObCeuiN9TqaqKWH19vJWrrAzhysounQCusdmut5Tl5fWqycK8Xg/L8OGwDB8OVVURra29/nOsqkpvu5nLhajLhYZjx8AKAgwFBfHAWXFxvDWkC8W8XgQuX4YSTT6MbBkxAll33QVOp2t/YdKvGAwszGb2tk1m+fkalJZ2LABPCEkvhmWhdTigdThgHRUPySiShKjLFQ+dNf6Jud3d1+qlqlBEMd601tiaxTAMGEGIB854HqosQ2kMlKmS1OL4KFhe3nJzHZlF3QMxLAvBYgFvsUBjtca/Nv5dsFrB6XRpDf9rMzIQqatLqDE3dPUqvGfPIuvOO9M2nlSbM6fjDbSm6kroalq+FzHLHIzy9ffcWSXjYNd2fB83M5vNePLJJ7F69Wr87d/+LT744APInbyvSzERu/+6Fbv/uhUlMyZg6d88hOHTxnbofsUxHAS25TkHSZFRHW4Az/KIyRI0XOLTMNprMNNqbx2jPjcXRQ8/jIYTJ1B/6FByzwWqCs/JkwhcuoSsu+6CaciQHnVxDUI6o7Q0ii1bvKivl5Jel+MYzJxpwuzZJvA8PSZ6K2ow6/usVg6PPpqJTZs8OHcuktA6DQ0SXn7ZhdWr7Rg0iMKjhBBCCCGEENIWCpj1Mn/3d3+HCRMmYNWqVaisrLwlZEYIIYQQQgghhHQ3RVGxZ08An30W6NL3rPPmmTFrlokmRvVidXV1eOGFF/CHP/wBdY1tRKlWOK0EJffNgGFiHtgkmpc669YWshtDZLpbWshSbULmkISXveK7gqicXOtgopqbtxpbyqTGidVd4cYwlKGoCBqrtUPbEWw2FK9bl+LR3bqPRDEMA112NnTZ2cicOhVyJNL8Mw6WlaX1Z6yIIgKXLyNw+TIAQJORcb3dLC8PLJ+e08+qLCNYXo5ITU3S63J6PbLnzYN5SOKPCdK/MAxQUKBFWVkUHo/c4vbcXAFGY98L/BLSl7E8D31ODvQ5Oc23ydEoonV1LUJnos/XLePTZmaCaeX1kgOgSlLS7UQ9FsOAN5maG8dubiDjTel9H+eYPr3dZRRRhPfrryFH2p+oXLdvHwy5uTANGpSK4fVcqgqD+0KbizAc19wimGrZ2dnYvHkzPB4PnnrqKfzP//wPgik4tj1z4ATOHDiBrMIBuOdvHsK0pXOg0aVmsnlYiqI+6oOO08AsGMCz7R83xGLtBcxa3wbDccicPBnmIUNQ8+mnCN0UQG2PFAzi2ocfwjhwILLnzoVgTl1IkJCuFg4r2L7dhxMnQh1av6BAg2XLrMjKElI8MtLVOhIwC4dVKIoKlqVzyr2FRsPioYfs2LnTjwMHAgmtE4koeP31Btx7rxWTJt2+UZUQQgghhBBC+jsKmPVC06dPx/Hjx7F69Wp89tlnzR+4UNCMEEIIIYQQQkh3CwZlvPOOB5cudW2zxyOPZGLwYLr6aG919uxZ/O53v8Of//xnRBKY0JksndWIknunY/R9M2HNd0JUZLgi3pTvpz+2kLVHVRSEq6sRagw7RWpru7QxROt0Nrdr6XNywKQgVMjyPLQORwpGlx6cTgfzsGEwDxvW3BIXKC1FqLQU4aqqtLbExRoaEGtogPvECTA8f73drKgImiRCc20R/X4ELl1KaPL3zcxDhiBr7lzwBppIRNp25kwYqhp/ugqHFXAcA62WQV2dhLq65NsQCCE9C6fVwpCfD0N+fvNtUigUD5vV1sa/VldDDofTPhaG58EKrU9m721dGpxOdz00ZrVCMJub/86bzWkLnqcKKwiwlJTA+9VX8Ya5tqgqrn30EQpWrIA+N7drBtgNNIEqcLG2J22bBg9OeyOszWbDM888g1/96ld45ZVX8NRTT6GqqqrT260tr8Kffvoc3vzV/2DeumWYu3Yp9I7UNPJG5Bgisggjr4WkyuCZ278PiUbbfrRrNG0HHjQ2G/Lvvx/+8+dR+9lnST93Ba9cQWlFBTKnT4d9/HgwCYTiCOkpVFXFV19FsG2bD8Fg8k2HWi2LhQvNmDTJQBes6iM6UnipqioiERUGA90HehOWZbBokQUOB48PPvBCUdo/36goKrZs8cDlkrBwoZlChYQQQgghhBDSip59Jp/cltPpxM6dO/Ev//IveO6558AwDLWZEUIIIYQQQgjpVuXlMWzc6IbP14FP8juBwmW9k6qq2L17N5599ll88MEHadlHzpiBGLNiFgbPGQ9e2/mrUDMMA7Ogh6nVEFn6W8h6C9HvR7C0NN6idfUqlGjXBU45vb450GQoLOz3QSKGYaB1OKB1OJA5eTLkaBShigoES0vj7WZ+f9r2rUoSgleuIHjlCgBAsFqhsdsRc7shWCzNYT/XoUMJblCF6PNBDARahBRvDAfcDqfTIWvOHJiHDaNJgyRhDANotQy02q5ruySEdB/eYIBp4ECYBg4EED9WlQIBRKqr46Gzxq9KLD0tr70BKwi3BMdubCFjNb3/WJjTamEZMQLe06ehtjNDXZUkVG7ZgoJVq6DNyOiiEXat9trLAMBaUtIFI4nTaDT4u7/7O3zve9/D9u3b8aMf/QhffPFFp7cbCYbx4Ysb8NHLb2Pc/OkY/OAdyBlVnILjRhVBKYLT7nLkGOxwaK1gW9lmNNpeg1n742AYBpbhw2EsKkLdvn3wfv11UiNVRBF1e/fCd/YscubPhy47O6n1CekObreErVu9uHixY+ccRo7UY8kSC8xmOt7vSxIJGbUmFFJgMFDAtjeaONEAu53Dhg1uhMOJXaLh4MEA6uslrFxpu21TKCGEEEIIIYT0V/0+YNabJxRwHIdnn30W06ZNw2OPPYZQKEQhM0IIIYQQQgghXU5VVRw8GMTOnf4Of4jfUQ8+aKdwWS8jiiI2bNiAZ555BidOnEj59jmdBoXzx2LSg3ORM6ww+fUZDlpOQKEpCwMMmdcDZBoDjLy2X7aQtUcRRYQrKxFsbCmLud1dtm+GZaEfMACG4mIYCwuhdTp79fm+dOO0WpgHD4Z58OB4u1lDQ/z3VlqKcGVlWtvNRK8X4aoq+M6dA8Oy4M1maGw2KJLUbqOJEosh5na33ybSCmNxMXLmzwdvMnV06IQQQvohhmHiQSqzGeahQwHE3/fE3O54w1njn2hdXbtBpN6CYdl425jFAo3VGv/a+HfBagWn0/WL4yzeaIRl2DD4zp5t9zNXORJBxebNKFq9uscca2Rk8HjiCWent6NEo6h6ow6qfOsFG/T6+Hsi3mSCoTD591ydxTAMFi9ejMWLF+PUqVP4yU9+gq1bt0Lp5LGsqqj4YsdBfLHjILKGFWDcmnkYMm98p8crqzIqgy7Uhb3INWbecr9KRcCsCafTIWfBAlhKSlDzySdJvzeL1tWh7K23YB83DpnTp4PT0vkW0vPIsopDh4LYvdsPUUz+PKTVyuGee6wYPjy97Yuke3T0sCwU6m3dseRGAwdq8dhjDrzxRgPq6xNrHT9/PoI//rEea9dmwGqloCkhhBBCCCGENOnXAbObT9721mDWQw89hNGjR2PFihW4ePFiv/hwhxBCCCGEEEJIzxCJKNi82YOzZyNdvu8lS6wYPVrf5fslHePxePDiiy/i97//PSorK1O+fUtxFgYtm4LC+WMhGHWwaU0QldZnlXAMAy0ngGM4cAwLjmUx3FoADSeAbwyQ3ZkzGnatOeXj7ApmwYAVxTM7vP7eChWBaOCW202CCbOKZ0JVVWh9YTSUn0ewvDweTOrCidWC1drcUqbPy6NJjx3EMAy0mZnQZmYiY+JEKLEYQpWV8Xaz0lKIPl/a9q0qCkSvF6LXi0h1NVieB6vTgdNqwWq1YNjGIKeqQvT7Ifn9SZ+7ZTUaOGfNgnXUKDpfSgghJCUYhoE2IwPajIzm1iZVlhGtr28ROos1NKQ1tN1hDAPeZGpuHLu5gYw3mfrEa6Zgs6F43bpObydw+TKqd+1q0ZzahNNdDyVIfj8q3nsPBQ8+2COOS3meQVZW59ubPSfPwKBTAdx+wrW1pOT6cVs3GTNmDN5//31cu3YNv/71r/Hiiy8iEun8+Yna81ex4/+9hs9feB+Dlk1B8T2TwFn1ADo+nyCmiCj1V2PntROYM2AcsvQ2AEA02vbzRUeaVQx5eShauxYNx46h4fDh5J6TVBXuL76A/9IlZM+ZA9OgQUnvn5B0qayMYcsWL6qrk7/4CMMwmDbNgLlzzdRY1IfJcscbzEjvlpnJ47HHHNiwwY0rVxJrNqypEfHSSy6sWWNHfn7vb+MlhBBCCCGEkFTotwGzV199tdXbZ87s+OSb7jRq1CgcPXoUjzzyCLZs2dLdwyGEEEIIIYQQ0g9UVYnYsMENtzuxq4Km0uzZZkybZuzy/ZLkXblyBc899xxeeeUVBIPBlG6bFXgMmTMeo1fcCQyxtZgQ674hIKVhBRh4LQSOB8ewYABk3BQeM/DdPxk0VXiW61Q4zsRooSLW8sZYDIZrLkT3HEKwvBxS4NYAWrqwggBDfj6MxcUwFBZCY7N12b77E1ajgWngQJgGDoSqqhA9nuZWutDVq2kNESqSBCUQgBQIgGEYsBoNWJ0OcjgMJRZrfwM3MeTnI2fhQggWSxpGS/qiOXN6Z6CYENL9GI6DLisLuqwsYMwYAPF210hdHfznzyN87RqkQAByCgIvieB0uuuhMas13sLW+HfebG63NbQvYHkeWoej09vROhxgNRrUfvZZu8tGXS5c27IFefff32d+xt4zZ9pdxjJyZBeMJDG5ubn4j//4D/zyl7/ESy+9hF/96leoq6vr9HZ9dW588cftOPX6LgxdMAkjV86CfXQeYqqMkBS55SIIstr+MXNd2IMPyg9hoHkAJjuHpbTB7EYsz8MxbRrMQ4eidtcuhJK80Ivk96NyyxaYBg9G1l13QTDT8RLpPtGogl27/Dh8ONShC0fn5AhYvtyK3FwKkPR11GDWv+n1LL7xjQxs3erF8eOhhNYJBGT86U/1uP9+G13MjhBCCCGEEELQjwNm3/rWt7p7CClnsVjw3nvv4cCBAxDF5K/YRAghhBBCCCGEJEJVVRw7FsK2bT5IUte3gU+caMDcuaYu3y9JzsGDB/HUU09h27ZtKW+Nz8zPxrBl0zDy3unQ2+OT3KpCDTctxUDPa2DgtdCw/fYUWMcpCuD1AvX1gMsFeL2QNBp4Bw7skt1rnc7rLWUDBoDhbt+cQFKPYRho7HZo7HbYx4+HIooIV1Y2B85ibnfa9q3JyADTODH7xnYQAFAlCdH6+tuPm2XhmDEDWbNn94kGFkIIIb0TKwgw5OaC02jg+fJLAPEwtRQIQPT7ocRiUGKxDoW3GY5rbvzktFo47rgDxsLC5hYyVkMT51PJPn48pGAQDUePtrtsqLIS1R9/jAFLlnR7q1dnRevrEamubnMZfV5ej7zwg8lkwj/+4z/i+9//Pt555x3867/+K06fPt3p7coxCWc//BxnP/wcueOHYNyqu1B05xhE1BiCrQTNEnHFX4XyYC3KGCvA5IBTW3/f2tmmJW1GBvJXroTvzBnU7d2bdOA1cOkSQlevwjFjBmxjxvT6+zfpfc6di2DrVi98vuRfNwWBwdy5ZkyfbgTL0nvE/oAazAjHMVi2zAqHg8eOHf6EXqMlScXGjW7U10uYPbtvtPoSQgghhBBCSEfR7Jo+aMaMGd09BEIIIYQQQgghfVQspuCDD7w4eTLcLfsfMUKHpUut9CFvDyXLMjZt2oSf//znOHfuXEq3zbAsxt41BXMfvheDpo/GeX/rV19nGRYGXgsDrwXH0MS3ZIh+P4JlZZCOHAEqK8F04QWMOL0exqIiGAoLYSwsBG+khsKehBUEGIuLYSwuBgDEvF6EysoQLC1FqKICSgrvKwzPgxWEVr/X1nQvwWyGadAg2EaNotcIQgghPQ7L89DYbC0agFRZhj43F6osQwoGIYfDUBUFLM/HA2QGA+RIBCzPg+E4MDyPjMmTW7zO2UaPTklbF7k9x4wZkAIB+M6ebXdZ/8WL4D77DFlz5vTq4xFfAu1l1h7UXtYajuOwatUqPPjggzhw4ACeeuopfPzxxynZ9rUvLuLaFxdhzsnAmJWzMeLeaYjpGYSlaNLbkhUZ1fxVSNnXYPMXwBLMBoOW72M72mB2I4ZhYB05EsbiYtTt3ZvQ/flGSiyG2t274TtzBtnz50PndHZ6TIS0x++X8dFHPpw+3bFzkEOGaHHvvVbY7TQtqj+hgBkB4q97M2aYkJnJY9MmD2KxxH6/n37qh8sl4b77bOD53nssRwghhBBCCCGdQWdSCCGEEEIIIYQQkpC6OhEbNnhQV9c9rdlFRVqsXGmnKw73QH6/H7///e/xzDPPwJ2iZqPhU8dCjMZQV1GN2Q8uxuzVS+DIywaAVifu8SwHI6+DntOiF8/l7FLNrVTl5fFWqoZ4C5xSVZX2cBnDstANGBBvKSsshDYrq1dPwu1vNFYrNGPHwjZ2LBRJQqSqCoHSUoTKytpsGEsHhmFgKCiAbsAAug8RQgjpVRiOQ6SmpuVtLAtVUSCH45PpbwykAaDXum7AMAxyFiyAHA4jWFbW7vKekyfBm83InDy5C0aXeqostxswYwUB5iFDumhEncMwDGbOnIlt27bhwoUL+O1vf4s//elPEFPwfsdf3YAD/7UZh1/5ECOWTMXIlbPA5ZoRk5PbtiyrkFkR9dbL8BmqkOkrhj5qB4P44z0VAbMmvMGAAYsXw1JSgppduyB6vUmtH6mpQfmbb8I+YQIyp06l1kSSFqqq4ujREHbu9CMaTT70YzRyuPtuC0aP1tHrZj/UgYJYABQw66uGD9fh0Ucz8cYbDQm3IJ46FYbHI+Ohh+wwmbg0j5AQQgghhBBCeh4KmBFCCCGEEEIIIaRdJ0+GsGWLF6LYsavAdlZ2toCHH7ZDEGhiSE9y9epV/PCHP8TGjRtTMkGP4zlMWTIbi779AIpGDYG3rgFGqxm8pvU2IwAwCwZk6W0YnzkEdO9om6qqiDU0IFhWhlB5OUIVFVA7OvOmAwSLJd5SVlQEQ34+OK22y/ZN0ofleRgKCmAoKABmzWpuwguWliJ09SqUWCx9+9ZoYB0zBrzBkLZ9kL4nI4PHE0+kt3UjI4M+eiGEkL6E4Tjk3nMPrm7ahEhtbbvLu/bvB28w9PiWr9YEy8oghUJtLmMeOrRXBouGDh2KF198Ef/2b/+G559/Hr/73e/g8Xg6vV0pEsNX7+7DV+/uQ+G0EpSsvBPWCQWQ0f75ExWAJF3/uyiEUZ15BvqoFRnegdBKRmg0qX+naywsRPG6dWg4cgQNx45BVRIPVqiKgoZjx+C/cAHZc+c2txwTkgq1tSK2bPHi6tWOvY+cONGAhQst0Oup0b6/ogYzcrOcHAGPP+7Am2+6UVmZ2HPL1asxvPxyPdautSMr6/bnpQkhhBBCCCGkL6JPOQkhhBBCCCGEEHJbkqRi2zYfjh4NdtsYbDYe3/hGBnQ6mhzSU+zduxf/9E//hCNHjqRke3qzEXetXoL5jyxHRs71Sf9WZ0ary3Msh0ydFU6dFXqu901s7EpyJILQ1avxwE9ZGaRAoMv2zTQGj5paygSbja4e3g8IZjNso0fDNno0VFlGuLoawdLS+P0vgdaPRDAMA95shmA2U7iMJI3nGZogRgghJGmsRoO8++5D+YYNCbU+1XzyCTi9HqaBA7tgdKnjPX263WUsvTA4dyOHw4Gf//zn+MEPfoDXX38dv/rVr3D58uWUbLv88zMo//wMsovzMG3NIuQtGNPm8oqsAq0E0cJaLyqdX8IcdkLhxwFI/TEvKwhwzJgB87BhqPn0U4SvXUtqfdHnQ8V778E8bBiyZs8GbzSmfIyk/5AkFXv2BLB/f6BDASGHg8fSpVYUF9OFbPo7ajAjrTGbOXz725nYvNmDr78OJ7SOxyPhlVfq8eCDNgwdqkvzCAkhhBBCCCGk56CAGSGEEEIIIYQQQlrldkvYsMGNqqrON1N1lMHA4pFHMmA2c902BhKnKAr+8Ic/4Ne//jWuJTnx7HYcedlY8K37cecDi6A3tT9hzsDrMMJWgGy9HR9dPZySMfQ1qqIgUlPT3FIWrq4G1K5rHtQ6nTAWFsJYVATdgAFgeTr92J8xHAdDXh4MeXlwzpyJYFkZLgaDED0eiF4vlBvrGhLECgI0dnuvbM0ghBBCSO/GGwzIX7EC5W+9BTnc9uRkVVFw7cMPUbByJfQ5OV00ws6RQiEEr1xpcxnBaoU+N7eLRpReOp0Ojz32GB599FF8+OGHeOWVVzBx+mT84fn/Qm15Vae2XVNaiff//VXo/mDAxPvvwpD7psGSm3nLclJbQQhGhd9Qi88Ch6C4BmNMxkAIbOrfX2kdDhQ8+CC8X32Fuv37oUSjSa3vP38ewbIyOGfOhHX0aLqoCEnalStRbNniRUND8u8POY7BnXeaMGuWCTxP9z1CDWbk9gSBwYMP2uBw8PjsM39C60SjCt54w42777Zg6lQDvcYRQgghhBBC+gWa4UEIIYQQQgghhJBbnD0bwebNHkQi3ffhukbDYt26DGRm0umL7tTQ0IB/+qd/wptvvolIJJKSbQ4aNwKLv/MAJiyYAY5vPzyYqbNglL0YA8054BgW7mhikwBupCoK5CTGH21oQFRIbmKdYLN1S6BK9PsRKi+Ph8quXk3q39lZnE4HQ2NDmbGwELzJ1GX7Jr0PbzRC53RC53RCVVVIgQBEnw9yJAJFFNsOQzIMdDk58ccYTeghhBDSSzmmT+/uIZBO0lityL//flzduDF+/NIGVZJQ+d57KFy9Ghq7vYtG2HG+s2ehKm2fA7COGtXnJlezLIulS5di6dKlcEf9GLBsPE5+dgQ7//Iezhz8olPbjgRCOPD6RziwfhuG3zUBJSvvxPA5+c3fl6UEghCcgi/qL+GctwITHUMx1JILlkltwzvDMLCNGQPToEGo3bMH/vPnk1pfiUZRs2sXvF9/DfvEidBmtN5Gngrd9b6bpF4opGD7dh+++CLUofULCzVYtswKp5Paicl11GBG2sIwDObONSMzk8N773kTCiSqqoqPPvKirk7CkiUWcFzfOg4ihBBCCCGEkJvRmTdCCCGEEEIIIYQ0k2UVn3zix4EDgW4dB8syeOghO/LyqKGmu3z++ef4x3/8Rxw6dAhqihqwJsyfjrsfW40hE0raXZZhGBSasjDKVoRsvb3FJEazYMCK4plJ7Tva0ICrmzYltKyqKKgNnkU9kpswULByZcIT6TozKU6RJIQrKxEsL0eorAzR+voObacjGJaFLicHxqIiGIuKoM3K6nMTTEnXYBgGgtkMwWKBYLFAVRQokQgEsxlyONyi3Yw3GmHIzwfL84h14f2dEEIIIaQ1uqws5N57Lyrff7/dQJYciaBi82YUrl4N3mjsohEmT1VV+M6caXshhoFlxIiuGVA3YjkO4+dNx/h501FxvhSf/OU9HHx/F8RorOMbVVWc230c53Yfx/ERH2DeI8sxfelcSHL7F1xpuiZLWIpif/VXOO0uw1TncOQZHR0fz+32ZTQid8kSBEaMQO3u3RB9vqTWD1y5gsr334c+Nxf63FwwXOrb6IvXrYPWkfp/O+k6qqri1Kkwtm3zdSjUo9OxWLjQgokT9XQ+gtyiow1mkYgCWVYpPNRPjB1rgM3G46233AgGE0slHj0ahNstYdUqO3S61Aa9CSGEEEIIIaQnoYAZIYQQQgghhBBCAAA+n4yNG90oL+/EpKkUWbHChsGDtd09jH5HkiS88MIL+PWvf43KysqUbZdhGIy6cyLW/fzvYc/ObHNZgeMxzJKHkbYimDWGVpfhWQ52rTmpMUSFKLwJTN4DACkUhefkqaS234Q3tD7mmyUzKU5VVcTcboTKyuItZZWVUG8I36SbqtcDDgf4oiIMfvBBcFp6bJLUY1gWnMEQb+BrmiSoKADLQonFELh8uXsHSAghhBByA2NREXIWLULVtm3tLiv6fKh47z0UrFzZY4+lo7W1iLpcbS5jLCyEYE7ufVhvc8vFTIpn4slF69BQX4+/vPpnvPTCi7jWyffK5Wcv408/eQ6bnnkVU5ffDVvJXBhst79QCce3DDu4o358XHEU+UYnpjiHJf3eOBGmgQNhyMtD/eHDcJ840W6Q8kaqqiJUWYlofT2MAwdCY7WmfHyk92pokLB1qxeXLiXXGN9k9Gg97r7bApMp9eFF0jd0NGAGAOGwQvetfqSwUIPHHsvEG2+4UVfXdittk0uXonj5ZRfWrs1ARgZNuSSEEEIIIYT0TfRuhxBCCCGEEEIIIbh0KYpNm9wdunJwqt19txVjxui7exj9SlVVFX784x/jrbfeQiQSSdl29SYD5q5dinnrlrcbLDMLBoy0F2KoJR8ajk5ZydEoQuXlCJaXI1hWBsnv77qdcxxUpxNwOIDMTMBoBBgGrNncYyfEkr6HFYTuHgIhhBBCSJssw4dDCgZRt3dvu8tG6+pwbetW5N93X1panTrLe/p0u8tYR47sgpF0r9tdzMSea8a//uTn+OkP/w/effddPPfcczhw4ECn9uVv8OKTP70FMG+jePIdGDH/HjgHDr11TLdp06kI1qEy5MIwaz4mZA6BgU/tezVWo4HzzjthHj4cNZ98gkhNTVLry5EIfGfOQOtwwFhURMf3/Zwsqzh4MIjdu/2QpOQDQFYrh3vvtWLYMF0aRkf6EjmxMqpWhUIUMOtv7HYe3/1uJjZudOPixcSCry6XhJdfduGhh+woKqLzpIQQQgghhJC+h2brEEIIIYQQQggh/ZiiqNizJ4DPPgtAVTt+hddUmTXLhOnTjd09jH5BVVVs374dP/vZz3DkyJGUbjtvaBGWPbEWExfOBMe3PTEj25CBUbYiFJqcYBk2pePoTVRFQaS2Nt5QVl6OSHV1UleJ7yytwwFDYSGMRUWoOHcO0VCoy/ZNCCGEENIXCTYbitetS/s+SPfKmDgRUjAI9/Hj7S4bunoVVTt2YMDixWCY1kND3UGRJPjOnWtzGU6ng3HQoC4aUc/F8zxWrVqFVatW4ejRo7jvvvtw7dq1zm1UVVB6ZD9Kj+yHY+BQjJi3BEWTpoPleDAMg7beJquqinOeq7jsr8JY+yCMsheBZ1MbjtA5nShcvRqeU6fgOnAASiy51vuoywXR44GhsBBap7NH3fdJ16ioiGHLFi9qahJrCLoRwzCYPt2IuXNN0Gj67zkjkrjONJgFg91/4TXS9XQ6FmvXZuDjj334/PNgQuuEQgr+/OcGLFtmxfjxhjSPkBBCCCGEEEK6FgXMCCGEEEIIIYSQfioYlPHOOx5cupTY1TnTbcIEA+bNu/VK4SS1PB4Pnn/+eTz33HOoq6tL2XY5nsOEBTOw4n9/EzkD89tclmVYDDTnYJS9CA6dNWVjSJbr0KFWb1dEMaGrsxvy2/53tkcKBBAsK0OwvByh8nLIKWyPaw+n0zUHyoyFheBNpubvMRcvdtk4CCGEEEL6KpbnoXU4unsYpAs477wTUjAIfzshLQDwnzsH3mBA1uzZXTCyxAQuXYISbfu8gHnYMLA8TS240fjx47F48WK8/vrrEMXkgzOtcV25gH2vXMCxTX/B8LsWo2TuAjAwtbueKEs45jqPs96rmOQYisHmASkNcjEsC/u4cTANGoTazz5D4NKlhNcNVVQAAAKlpeC0Wgh2e1L3Jcf06UmPl/QM0aiCTz7x48iRUIcuajVggIBly6zIzdWkYXSkr+psgxnpn1iWwZIlVjgcPD76yAdFaf85S5ZVbN7sgcslYf58MwWoCSGEEEIIIX0GnQUmhBBCCCGEEEL6ofLyGDZudMPn68Sn7m3geQaSlPjkkeHDdVi2zEofxKbZ5s2bsWrVKkiSlLJtmjNtWPTtFVjwyH3Q6LRtLqvlNBhhK0CJrQAGXpeyMXQF0ee75bamiXJNFFEEKwitru+YPh2qokD0+yF6PLi6aVOXBsoYloUuJ6c5VKbLygLD0tW/SfejCaOEEEII6e0YhsGAhQshh0IIXb3a7vLuEyfAG43ImDSpC0bXPt+ZM+0uYx05sgtG0rvwPI8//vGP+OUvf4k//OEPeOGFF+B2u1Oy7bDHjS/eexOnPtyEq3vnYsE370fB8IHtrhcUw9hTdRKn3WWY6hyOHENGSsbTRDCbkbd0KQKXL6Pm008hBQJJrS9Ho1BqasCbzRDMZoDOAfVZZ89G8OGH3g6ddxQEBvPmmTFtmhEsS/cRkpxEgkG3QwEzMmWKEXY7h7ff9iAaTez+sG9fAPX1ElassFHTIiGEEEIIIaRPoIAZIYQQQgghhBDSj6iqioMHg9i509/qB+6KoiIc7tyH6fn5WtjtHE6dCrX6fb2ebTFBpLBQgwcftNOkkTRRVRV79+7FM888g/fffz9l2y0aNQSr/vlRlNwxod1lbVoTRtmKMNiSC57lUjaG3kCRJCiRCHxnz0L0+aAq8ceX1ukEbzCkdd+82dzcUGYoLASnbTsASAghhBBCCOkYhuOQe++9uLppE6IJNEXX7dsH3miEZcSILhjd7Yl+P4Ll5W0uo3U4oM3K6qIR9T4DBgzAL3/5S/z4xz/Gq6++it/97ne4cuVKSrYtiyL2bdqOfZu2Y/jUsVjwzfswfu40sFzb76tdES8+vHoYhaZsTHEOg1VjTMl4mpgGDYI+Lw/1hw7B/eWXQBLtVKqqQvT5IIfD0NhsYOl9ap/i88n46CMvzpzp2AV1hg7V4d57LbDZaCoT6RhqMCOdNWSIDo89lok33nDD7U7sIm1nzkTg8dTj4YczYLH0r3PfhBBCCCGEkL6HzsoQQgghhBBCCCH9RCSiYPNmD86evf0kj3BYwZEjrQfD2sNxDAYN0sLnC+PcudvvY8oUA4zG+AetWVkCHn44A4JA4bIbSYoMv9ix30MTURTx/jub8fzv/4ATx06kZFy8RsCkRTOx5kd/A4vD3u7y+UYnRtmLkGvI7DftdKqiQIlGIUciUKJRKI1tcbzJlPZ9MzwPQ14ejEVFMBQVQWO395ufOyGEEEIIId2N02qRf999KN+wodUG5JtV79gBTq+HsaioC0bXOt+ZM+2Gg6wjR9L7igSYTCY8+eSTeOKJJ/Duu+/i6aefxueff56y7Z87fBLnDp+EIz8H89Ytw6yVi2CwtP0+szxQg6vBWpTYCjE+czB0nCZl4+G0WmTddRcsI0ag+pNPEgpW3kgRRUTq6sAbjRCsVmrY7uUURcXRoyF88ok/4dafG5lMHO6+24JRo3T0fEM6RZapwYx0ntMp4LHHMvHWW26Ul8cSWqeqSsRLL7nw8MN25Oam7vWWEEIIIYQQQroaBcwIIYQQQgghhJB+oKpKxIYNiV91M1kZGTyGDdMhGJTx1VeJXaXYauXwjW9kQK+nSUQ384shvFu6v0PrhvxB7NnwET55/X00VCU3wet2LA4bFn1nJRZ/5wGw7Uz64lkOgy25GGkrgl2b/lBVSqgqFFGELjsbiihC9HqhNl7ymGHZ5oluamNYDI2TnVRRjP8/w0CVZcTq66HKMtQkrt7eWdrMTBgaW8r0eXlgeTrdRwghhBBCSHfhjUbk338/yjdsgBxp+72xqii4tnUrClauhC47u4tGeMP+VRXe06fbXIZhWZiHD++iEfUNHMfhwQcfxMqVK3HgwAE888wz2Lx5c8reJ7oqqrHh1y/hvf/8C2bcvwCLv/MAnAUDbru8qqo47S7DRd81jM8cjBHWgpQ2i+uys1G0Zg3cX3yBml272l1em5kJ5qb3rQzDwFhYCE6ng+/8+ZSNjXSNmhoRW7Z4UVGRWAjjZpMmGbBggYXOD5KUoIAZSRWjkcM3v5mJLVu8+PLLxC4E5/fLePXVejzwgA0lJfo0j5AQQgghhBBC0oNmnBBCCCGEEEIIIX2Yqqo4diyEbdt8kKTUh14EgcGQIVpkZQnw+WR8/XUkoUlTBgOLRx7JhMWSuklN/Z2rogY7//Ie9m7chkgwnJJtFo4cjNU/fBwl08a1u6xB0GGkrRDDrPkpvSp6qqmqCjkSgRQIIObxQInFoIpi/H7LMGAFAaqigOG4FuuoitIcOgMAVhCAG5ZheB68xRJfX5IQra9Py/g5nQ6GgoJ4S1lhIQSzOS37ISQdBJsNxevWpX0fhBBCCCHdSWO3I++++3B106brF6m4DUUUUfHeeyhcvRqaLj6OCV+7BtHrbXMZ48CB4A2GLhpR38IwDGbOnImZM2fiwoUL+N3vfoc//elPCIdT8349Gorg0zc+wJ4NH2HWqrux7O/WwpaVcdvlY7KIw7VnccZdjsnOYSg2ZaesKYphWWRMnAhNRgYCly8j5nbfflmej7+fvknw6lXoc3NTMh7SNURRxZ49fuzfH4SiJH/O0eHgsWyZFUVF2jSMjvRXN5y6SxoFzMjNeJ7B/fdb4XDw+OST9ttpgfhz41tvubFggYyZM43UykgIIYQQQgjpdShgRgghhBBCCCGE9FGxmIItW7w4dSo1k5dulpUlYMgQLTQaBsGgglOnwglNKOF5BmvXZsDhoNMSqXD55Dlsf/UdHP14H1Sl8xMhWJ7DxAUzsPoHjyMz19nu8g6dFaPsRSg254Bjet7VpqVwGJHqavjPnYPv7FmIgUDzJE8pEOj4hhmmudmsCSsIYAUBKZ2OwjDQ5+TAUFgIY1ERdNnZt+yXkN6C5XloHY7uHgYhhBBCSNrpc3KQd++9qNyypd33aXI4jIrNm1G4enWXhrm8X3/d7jLWUaO6YCR939ChQ/H888/j//2//4cXXngBf/jDH1BbW5uSbcuSjN1/3YoD7+7E/EeW4+7vroLJdvsLkfjFED699gWy9XZMcQ5Hlt6WknEAgGAywTxsGGINDQiWlUGJJdFopaoIlZVBEUVwemp96ekuX47igw+8aGhoO0TbGo5jMGuWCXfeaQLPU/CCpI6iqB0KOzahgBlpDcPEn7MyMzm8+64HopjYfWznTh9cLglLl1rpuY4QQgghhBDSq9BMLkIIIYQQQgghpA+qqxOxYYMHdXVip7dVWtpyQhDHMcjM5FBbK6K2VoQkAVVVImS59Q9Xi4uvt1kxDIP777chP7/nNlz1BoosY/+7O7Dz9fdRcfZKSrZpsJiw8FsrsPg7D0Br0LW5LMMwKDJlY5S9CFk6W4+5EqsiSYjW1SFSU4NwdTUi1dXNV+SXQiHEPJ7uHWCCeJMJxqKieEtZQQE4Xdu/D0IIIYQQQkjPYywuRvaCBajevr3dZUWvF5XvvYeClSvBatL/flmJxRC4eLHNZXiDAcaiorSPpT9xOBz42c9+hn/5l3/B66+/jp/97Deorr6Qkm3HIlF89NLb2P3mh1jy3Qex4Jv3t/nevibsxgflhzDQPACTncNgFlIT6mIYBtrMTAhWK0JXryJUWQkk0HQPxNvDYw0N0DocYLXUatUTBYMytm/348svQx1av6hIi2XLrHTRKZIWnb3uFgXMSFtGjtTDZuPw17+64fcnVpX3xRchuN0yHnrIDoOBLhhGCCGEEEII6R3orA0hhBBCCCGEENLHnDwZwpYt3oSvppkMs5mD3c6hqUBJloGamtuHy242YoQWAwfSJKGOOFF/EbFQFF+9uxfH/rIdUX9qmulyBuZjxf/+JiYunAGW49pcVuB4DLPkY6S9KGWTzzpKVVWIXm88TFZVhUh1NaJ1dSlpcetqDMfBkJ/f3FKmycjoMaE9QgghhBBCSMdZS0ogBYNw7d/f7rKR2lpUbt2K/OXLwbTz3qyz/BcuQBHbviCNpaSE2pPTRKfT4bHHHkMwuBSff74dBw/+D0pLD6Rk22F/EO889xp2vv4+ln5vDWavvhtCG6HFK/4qlAdrMdJWiLEZg6DlhJSMg+V5mAYOROjqVcTc7nbvb01UVUW0vj4eMuuCsCVJjKqqOHkyjI8/9nUohKPTsVi0yIIJE/R0voOkTaLnp2+HAmakPbm5Gjz+uANvvNGA6urEXtfKyqJ46SUX1q61w+lMzWssIYQQQgghhKQTBcwIIYQQQgghhJA+QpJUfPSRF8eOdewqwm3heQYOBw+d7vokEEUBamvFhINsgwdrkZ1NH6J2hLumHvv+ezNOvbMHcrTzrXQMx2L8gjtw72OrMHDM8HaXt2gMKLEVYaglDxque04nyZEIItXVCNfUINLYTiZHIt0yllTQ2GywjhoFY2Eh9Hl5YAV6bBBCCCGEENIXZUyaBCkQgOfLL9tdNlRejuqdO5GzaFFaQxjeM2faXcZSUpK2/ZM4UWQwbNgCDBu2AFVVp3Dw4P/gq6/eh6om1ozSFp/LjTd+8QK2v/oOlv/9OtyxfN5tLyojKzJONVzBeW8lJmQOxnBbATgmNeFCVqOBLisLYiAAyedLaB1VURB1uaB1OlMyBtI5DQ0SPvjAi8uXox1af8wYPRYvtsBkSm9wlhC5k0+doqhCFFUIAoUgye1ZLBwefTQT77zjwdmziZ2bdrslvPJKPVatsmPwYLr4HiGEEEIIIaRno4AZIYQQQgghhBDSBzQ0SHj7bTeqqjofPmqJgcXCwWa73loGAKoK1NVJiEYTC5cVFmpQUEBXnk5W5YUyfPjSBny+dTdUufNX0RUMOoxafgfGrpqDqcPHQc+3/YF2jiEDo+xFKDA6waZoclkiVFlG1OVCuDFIFqmuRszj6bL9pwPD89BYLBBsNghWKwpXrYLW4ejuYRFCCCGEEELSjGEYZN11F+RQCP4LF9pd3nf2LHijEc4770zLeGJuN8KVlW0uo8vJgTYzMy37J9dFo9ff5w8YMAYPPPAHzJ//Yxw69DKOH38DsVig0/twVdbgjz9+Fh+9/DYe+IdvYcKCGbcNL0blGA7VnsEZTzmmOIejwOhMTdCRYSCYzeD1evBmM+Rw+43sTSEzORoFp6XJ+N1BllUcOBDEZ5/5IUnJN0PZbDyWLrVgyBBdGkZHyK0622AGxFvMrFYKQ5K2aTQsHnrIjp07/di/P7HX6khEwfr1DbjnHgsmTzameYSEEEIIIYQQ0nEUMCOEEEIIIYQQQnq5s2cj2LzZg0ik8wGkGxmNHEaM0N7SiDZqlB4VFTGIogq7veUH7pKkorZWanFbTo6AgQNpMlAyKq5W4I8/fhb7392Rku0ZsqyY8NA8jFp2BzRGfZvLsgyLQZYBGGkrgkNnScn+26KqKiS/H+GqKkSa2slqa6F29rLDHRmLJEEBoIhi5/fPMGAFAZxOB06nQ8akSWltICCEEEIIIYT0XAzDIGfRIsihEELthLsAoOHYMfBGI+wTJqR8LN7Tp9tdxjpyZMr3S1qSZbXVRnirNQ+LF/9f3HXXP0KS3sVbbz2PiooKAIDdbofb7e7Q/qouXcV/PfkLDBhSiLU/+R5G3nH7+5Y3FsTOyuMYYMjEFOfwlJ0bYP5/9u48PKrq/h/4+97Z12Syk7Dvi6AIgqJWRUC2iIgK7opL61Ztf2rVWm1rrdbWfl3a2gpatRUVcANkkUVxAapsIktYw5YEkkwyyewzd/n9EUGWZO7MZCaE5P16njzozLnnnjOZbPee9/no9bB27IhoXV2jXweqdPz1JFWWUb9tGzIGDGDV7xZ24EAE8+fXobIy8Y2sRFHAuefacPHFdhiNLbdZEREDZtSSBEHA6NFO5OToMX9+HRRF+/2nKCoWLKhDdbWEMWOcEEVeKyYiIiIiotaHATMiIiIiIiKi05Qsq1i+3ItVq5q/o/WxBEFA164NFcfERtaBuN0S6upkGI3aN0AtFhF9+pjBXE18amtr8cwzz+CFF15ANNr8anSuPkXoddUIFF3YD0WO3JhtzXoj+mZ0Qt/MzrBqVDZrDjkc/jFIdugQgocOxbV7eUsIu90Q9XpAp4MqyxBEEaqqAooCKAoEnQ5QVRxZLqAqJ4c6DU4ndGYzBJ0OwjFfQAyXERERERG1b6Jej8LiYhyYOxfh6mrN9pVffAGd1Qpnnz4pG4OqKKgvKYnZRtDr4ejdO2XnpMZFIrEXopvNTtxwwy/wzDMPYvbs2fjLX/6CF154ASaTCb/5zW+wbNmypM5bsWs/nr/1MXTs0w03/e4+9DirX9NtA27M378aPZyFGJLdCzZD8ytRHaniJweDiNbXa7aXQyHUl5TA2a9fw9/rlFahkILly71YuzbQcD0kQYWFRhQXZ6BDBwYCqeWlYq+qQCC1G7hR2zd4sBUulw7vvVeLYDC+98+aNX643TKuuioTJhODuERERERE1LrwChwRERERERHRaai+XsbcubXYvz+S0n4LC40YOlSAzdb4jc1oVMWBAxEYDNphGZNJQG6unuGyOIRCIbz88st46qmn4PV6m9eZIKDrBWegy5XnIHtAZ81gk8vkwABXF3R3dIBeTO0OvaqiIFxdfTRIFjp8GJHaWiCJRUrpIIgiRKPxxw+DAYJOByUahRION7Q50vaH/z/uMVFsCJyp6tHXOVpfj2h9/XHhMiIiIiIiIgDQmUzoOGkS9s+ZE1e45tCnn0JvtcLaqVNKzh/Yvx+SL/YmNY6ePaEzsQp5uoXD2ovQTSYRBoMB119/Pa677joADZuXLF26FCtWrMCjjz6Kb775JqnzH9xeij9O+yU69e2Gm5/6BboN7NVoO1VVsauuDHu9h3CGqysGZnWDQWz+MhOD0wlVUTTfjwAg+f3w7tiR0rAlnWzbtiAWLqyH15t4SsdoFDFypAPDhllZkYdOmVRVMCNKVNeuJtx+ew5mzaqB2y1pHwBg584QXnvNjeuucyEzk8s3iYiIiIio9eBfKERERERERESnmd27w3j//dqU3vA2GkWMGuVAly4GvPJK0zup19TIcLm0Q0gGg4C8PEOjFdDoR7Is47///S8ee+wxlJeXN7u/vuOHY+jNl8FWmIXqUF3MtkW2HAzL7YsO1qyUVNdSVRWSz3dcmCx0+DBUKb6b6ukmiCL0Nhv0dnvDh82Woo4FVicjIiIiIqK46e12FE2ahANz5kAOhWK2VRUFZQsWoNNVV8GcG7sqdTzqtm7VbJPRv3+zz0PawmHtIITJ9OPfmif+3Tly5EisWbMG8+bNw69//Wts2bIlqXEcKCnFH67+OTr26YZb//ALdG0iaCYpMja6d2N73UGcndMLvZyFEIXmXfQxZmYCigIpENBsG62vh3fXrkYriVPz1NfLWLiwDiUlsb8fNaV3bzMmTMhARkZqNy0iShQrmNGplJ2tx+2352D27FqUloa1DwBQWRnFjBluTJvmQqdOxjSPkIiIiIiIKD4MmBERERERERGdJhRFxRdf+LBypQ9qCitA9expwsSJGcjM1KOyMtpku0BAQTCoaAbMdDoB+fkG6LiupEmqqmLRokV4+OGHk14EdixbbgYu+uXV6P6TMwEAUaXxFRWiICLL5ECuOQMXdRgEl8mR9DnlcBjhykoEDx9GqKICocOHIfn9SfeXanqHA5b8fJgLCmAuKICg02H/e++d6mERERERERHBlJWFossvx4EPPtDclEOJRFD20UfodM01MGZkJH1OORSCb/fumG0MTicsHTsmfQ6KX3wBs9gBLkEQMGnSJEycOBGzZs3CE088gb179yY1noPbS/HU1T9HYc/OuPG396H30DMabReUwvj60GZsrd2HYbl9UGTLSep8RxhdLqiKohm2BIBIbS0qv/gCnaZM4UYvKaAoKr79NoDly72IRBIP1djtOowf70S/fmZ+PqhViKeCmU4nxGzHgBk1h8Ui4oYbsrBwYR3WrdMOTwOA3y/jzTfdmDQpEwMHWtI8QiIiIiIiIm0MmBERERERERGdBvx+Ge+/78GePfHtfhkPi0XE2LFODBpk0VwIoqoN1cu06PVAfr4eel5xaNI333yDBx98EF9++WWz+7K47LjgvivRe8zQmJ9DnSCi0JqDbLMDeiHx5J+qKIjU1DRUJvuhOlnY7W54Y7QCosEA8zFhMkt+PvR2+3FtwtUnV+bLOffcRvuTAgF4Nm067rHAwYOpGzAREREREbV7lg4dUDh+PMoXLNCsyiQFAkdDZnpLcouP67dv1zyPs18/BkVaSDisHWI4toJZLDqdDjfeeCOmTp2KGTNm4KmnnsLhw4eTGlf5rv340w0PIa9zIaY9dicGXTSs0fdEbdiLJQfX/lAdvU+TG9g09Xf3sVRZRn1JCaJer2Zb786dqFy5EnkXXcT3ajMcPhzFvHl1KCuLJHX80KE2jBrlgNncvCp2RKkUT8DM4dDB42k62M2AGTWXTidg4sQM5OTo8emn3rg2CpQkFe+/X4vqagkXX2znzzciIiIiIjqluNyLiIiIiIiIqJXbvz+COXNq4fVqB7ziNWCABePGOWG3xxc2qq+XIUlaN0MF9Otnxvbt2rtOt0c7d+7Eo48+ivfff7/ZfRlsZgy7YwIGXXEBdIamL+8YRD1sejPMeiPyLZlx9y/5fA1hsiPVySoroUSbrm7XogQBpuzso4EyS0EBjFlZEMT0LmqyxrGLf+agQdBbrWkdBxERERERtR32bt2QP3IkDi1bptk24vGgbN48dJo8GaLRmPC56uKonp3Rv3/C/VJyIhHtBedGY2ILzI1GI+655x7ccssteOmll/DUU08hGAwmNb7K/eV46We/hSs/B5MfuAnnFo+ETn/yNaQyfzU+CrjRO6MjBsCV1LkEnQ6OPn1Qv21bXJXRPd99B53ZHFd4jY4XjapYudKLVav8UJTENw3KzTWguDgDnTsn/j2IKN00MtQAAKdThMfT9PMMmFEqCIKA886zIztbj7lzPXFXiVy50gu3W8KkSZkwGBgyIyIiIiKiU4MBMyIiIiIiIqJWSlVVrF7tx7Jl3qQWfTTG4dBhwoQM9O1rjvsYWQY8nh/DbU0FzfLzde3qxqciSYjGWpHwg8OVlXj6L3/Ba2+9BVluXkhQZ9Kj9zUXoNdVI9AhKw86sbGAoIAMgw0qVBhF7Us/SjSKUGVlQ5Ds8GEEDx2C5PM1a5yppLfZfqxMVlAAc15eUospiYiIiIiIWqOMAQMg+f2oXr1as23o0CGUL1qEookTIejir04drq5GuKoqZhtrx44wOJ1x90nNEw7Hvs5jMAgQxeSusdhsNjz66KMoLy/H3/72t6T6OKL2cDVef/SveO/ZGRh/5zW4aOp4WOzHb6yiqiq2ew5gR2gXcswhdA+ZoEdiYxf1ejj79EHd1q2QQ9obF7n/9z/ozGa4zjorofO0Z7t3h7FgQR1qa5uu3tQUnU7ARRfZcf75duh07efaH51e4q1gFgsDZpRKvXubcdtt2Zg1qwZ1dfHdF9i8OQiPR8a0aa64NwckIiIiIiJKJQbMiIiIiIiIiFqhUEjBRx95UFKSumpgQ4ZYMXq0E2ZzYpWeamslqMfcn6+sPHkhiiA0LDaprU1uZ+zTUdTjwd63327yeV8ohH9/9hleW74cISnxxTvHEkQR3SYMQb8bL4bZZQcAyKoMnLDmIcfkRI45AwpUBLwnv3dUAHIwCMnnQ9XBr1B3uBYRtxtqPFv8tgBBr4c5P78hSPZDhTKDw3Gqh0VERERERJRWWeecA8nvh2fTJs22/r17cXjFCuSPGgVBiC/oEVf1sgED4uqLUiMcjv13uMnU/CrdL7/8Mu6//348/fTT+O9//wupGdcm/HVezPnza/j45f/ikmsnYNTNVyCrIPe4NlFFxjZLCHtNEfQLmtExYoCQQNBMNBrh7NsXdVu3QolENNtXrlwJndkMZ9++Cc+nPfH7ZSxZUo9Nm5K7Zte1qwnFxRnIzubyImrd4tnXy+GI/b2VATNKtfx8A+64IwfvvluLgwe1f7YBwMGDEcyYUY3rrstCfr4hzSMkIiIiIiI6Hq8AEREREREREbUy5eURzJnjSWpH4ca4XHpcfnkGunUzJXys1yvD59O+sZ6ZqUMCm6e3aVFZxuxVq/DyokXwBALN7q/HJWfhvJ8WI3jCQp7a8I9VxgyiHhlGG+qiftRF/UcfV2UFSiQCORJBXdU2SD4/1B9WW9TVV8Epn8JPmiDA6HL9GCbr0AGm7GwIYvMX0TXGkJmJrtdfH1fbcE1NUufQmeOvDEhERERERHSEIAjIu+giSH4/fLt3a7av27oVepsNOSNGaLZVZRn1JSUx24hGI+w9esQ9Xmo+rQpmJlNqqkT17NkT//73v/GXv/wFf/zjH/GPf/wDoTgqhDUlEgpjyb8/wNI3P8LwiRfj8nuvR17nQgANfxNnDhwIANgDoM7owDmZ3ZFvykjoHOGaGpQvWAA5HD7puRP/7j60dGnD+7d79+Qm1IapqoqNG4P49NN6BIOJh2YsFhFjxjhx1lmWuMOsRKdSPBXMtCpCMWBG6WC363Dzzdn4+GMPNm+OL+xbVyfjtdfcuOqqTPTuzWvORERERETUchgwIyIiIiIiImolVFXFunUBLFpUH9cNcS2CIOC882y45BIHDIbEF4KoKrBz58mLeU5kMAhwOpkuU1UVizduxPPz5+NgkgGlYxX074Tz77sSHQb1BAAEAyf3KQoiHAYLLHoToKqQwxEokQiUaMO/6jFb90aD0WaPqTn0VuvRIJk5Px/m/HzoTImHHpMl6vUw5eTE1daQmYmed9yR1vEYMjPT2j8REREREZ1eBFFEh7FjcfCjjxAsK9Ns7/72W+hsNrjOPDNmO19pKWSNQJGjd2+IBlbIaEnaAbPUbr6SnZ2N559/Hk8//TSee+45/OUvf4HX6026P0VRsHreCnyzcCUuu3UKJvxsGsw2C/RW69E2dZCxzLcTnZGPc3J7w6Y3wxuNYyMeRwc4r7ocFQsXQjmp6poK4NgyRTLqF89H4fjxsHQogMNghV7kNSq3W8KCBXUoLdW+rteYQYMsuOwyJ2w2vpZ0+tCqYCaKAmw27QpmqqoyVEkpZzAImDIlEzk5enz+eXw/fyMRBe+8U4sxYxw491wb35dERERERNQiGDAjIiIiIiIiagUiEQXz59fh++/j28FSS36+AZdfnoGiImPSfVRWSqiv17gzD8Dl0qG939tcs3Mnnp8/H9/v39/svvKLcjF62igYhnWGJT+/yXYm6GFXdIAviHCkDkr01AbIjiXodDDn5cFcUNBQoaygAHqH47S5CZ5IGI2IiIiIiChVRL0eRcXFODBnDsJut2b7ypUrobda4ejVq8k2dVu3avaT0b9/QuOk5guHY1fJSVUFsxOZzWY88cQTePzxx/Hiiy/i97//PTweT9L9yZKMhTNm48u5SzD10TtxbvElJ/3tv993GAf8lehky8UebwX0QnyhpcjZ+fBu3w5V1d6ESfj6PWT064erB4yBy+RIai5tgSyr+PprH774wgdJSnzzKpdLjwkTnOjZk9Vy6PSjtWGbTgdYrbEDZrKsIhJR0/Y9mNo3QRBw8cUOZGfr8fHHnri+T6uqiiVL6lFdLWH8+AzodHxvEhERERFRejFgRkRERERERHSKVVVFMXu2B1VVzQ8I6XQCfvITOy64wN6sm42yrGLPnoZdjrt2bTqklp2tx8CBlqTPc7rbXl6O5+fPxxfbtjW7L4fTinFTx2DwiEGI6oC9QuToc6qiQJUkqLIMQVFgiwAGBThxH+9TxehywZyfD8sP1clMOTkQdNzlmoiIiIiIKFE6kwlFkyZh/5w5kLQqTKkqKhYvhs5igbVjx5Oelvx+BPbti9mF0eWCuaCgOUOmJGhXMEvvAnJRFPGLX/wCv/jFL/DKK6/g8ccfR00zqrF7a+sw8+E/Y8nr7+OWp+5H14G9j3teVVVs9xzAzvpy5FtcyDVnQNTYhMaYkQF7z57w7trZULgsBlWWUb+9BJGi4UB++wyY7d8fwfz5dUldXxRFAeedZ8PFFztgMDC8QKcnrQpmOp2gGTADGqqYpbqKJNGxBg60IDNTh3ffrYXfr73BHwCsWxdATY2Ma65xwWLh+5OIiIiIiNKHATMiIiIiIiKiU2jTpgDmz69DNJr4rsIn6tjRiMsvz0BenqHZfe3fH9XcTVsQBPToYWr2uU5H+/fvx2MPPYRZc+bEtZN2LCazET+55CwMG94fzm5dAVWFEg1DESOIeDxQFRmqJMMFIEvSIStqgohTt9hHZzbD/EOQzFJQAHN+PnRm7mxNRERERESUKgaHAx0nTcKBuXMhh0IAGjYeOfLfJ9r33nsoKi6GKSvruMdrv/sOUZ8v5rkyzjgDkR+qpRkyMyHquYSgJWhXMGu5xeN33XUXfvazn+HVV1/FY4891qyg2YGSPXjq6vtx+b3XY9K9N5z0vKzKKA9UozpUh0JbNjKN9phXOExZWVC7doOvtFTz3EpUQvnChci66loYHO0nZBYKKVi2zIu1a/1JHV9UZERxcQYKCpp/PZHoVNKuYBZ/wMzlStWoiBrXqZMRd9yRjVmzalFZGV8wuLQ0jJkzq3HddVnIzubva0RERERElB78a4OIiIiIiIjoFJAkFYsW1WHdukCz+zIYBIwa5cQ551ghis0PHgWDCg4ciGi269jRENdN+bakpqYGf/zjH/G3v/0N4XC4WX3pdCLOPf8MXHDBQJiMeiiyhFBlJdRoFGERkHMMEHQ6CDodLIqI/KgeJqVlX29BFGHKy/uxOllBAQxOJwSNXcaJiIiIiIioeUzZ2SgsLsbBDz6AKsuQQyF4Nm1qsr1n0yZkDBgAnalhIxhVVeHZtAlyMNjkMYIgQNTrUbd5MwCg6/XXw5STk9qJUKMikVNbwexEgiDgpz/9KW6//Xa8+uqr+PWvf43a2tqk+/vkn+/CX+fDxJ9NgzM786TnI0oUe72HYNObUWTLgU3f9MY15rw8qLIM//79mueV/D4c/PBDdLr6augtlqTHfzpQVRXbtoWwaFE9vN74KuAcy2gUcemljpRdTyQ61bQDZog7YEbUEjIz9bjttmzMnevBzp2NbyJwIrdbwsyZ1Zg61YWuXdvn5n9ERERERJReDJgRERERERERtbCaGglz5tSioiK+nSlj6dHDhIkTM+Bype5P/N27w1CU2DfkDQYRXboYU3bO1i4YDOKll17CM888g7q6umb1JQjAoDN74KILB8JhM0GVo5CCDe8FJXIk2NewsEeEgLyIHpmy7uhj6WTIyGgIkuXnw1xQAFNODnevJyIiIiIiOkWshYXoMG4cyj/5RLOtEomgvqQEGf37QzQYIPl8McNlwA8Vy4zt52/71iQcjn3dxWg8NYEfnU6Hu+66C9OnT8crr7yCJ598EvX19Qn3I0sylv/nY3z1/hKMvnkyLps+BYLl5OsLu+rLsau+HGadCQ6jBXqhifCHEYjkGiD5vMc93Cd4cjAtUluLso8+QscrrzwauGxr6upkLFxYh+3b4wsknKhPHzPGj89ARoYuxSMjOnVkjZylTifAbBYgikLMa98MmFFLMplEXHutC59+Wo81a+KrRBkMKvjPf2owcWIGBg+2pnmERERERETU3nCFEBEREREREVELKikJ4aOPPAiFmnej2mwWMXasE2eeaUlpNam6OhnduhnRrVvsBWZjx2Zg4MDkdoLOyjp9LkfIsow333wTTzzxBMrKyprdX+8+nTBy9FDk5bsARYEUaLqCnT2koFDQw5imgJfOZIIttwjmgoKjgbK2vrs3ERERERHR6cbRowfyL74YZXGEzORgEN4dO+Ds2xfhqirN9qbc3FQMkZKgFTAzmU5txXiTyYQHHngAt99+O1544QU8++yz8PvjW/h+rHAghAWvvIPPZi3A6NuuRMHEQdCbTr7mFJLDCIcisOrNsOvNEBu51mXIcP5wLUV7HKHKSpQvWICiSZPa1MY5iqLim28CWLHCi0gk8WuLDocO48c70bevmdXpqc2Jp4KZIAiwWET4/U2n0Rgwo5YmigLGjs1ATo4eCxfWa27+BzS83z/+2IPqagmjRjn4PZ2IiIiIiFKm7VxJIyIiIiIiImrFZFnF8uVerFrla3Zf/ftbMH68E3Z7ancZVhQVS5d6YbPF7rew0IiRI9v2TUtVVbFgwQI8/PDDKCkpSbofo1GPSERCUadcjB47HF26Fvx4jiaOsUYUnFUehiWiwtm/I/TW5oe+BEGEMTsL5rw8mHLzYM7LQ1ZOAQw6XhoiIiIiIiJq7TIHDUKwogKeTZs020a9Xnh37UJUo+qUqNfDmJmZohFSosLh2AEGk6l1XHOx2+14/PHHcffdd+O5557DCy+8gHA4nHA//jovPvrrm7C9lYFzbhmLfsXnQac//vqTqqrwR4MISmHYDRZY9abjarkLaKi6p6qKZnU+AAgcPIiKRYtQOGECBPHUBvZSoaIiivnz61BeHkn4WEEQMHSoFZde6oDZfPq/FkSN0apgJooN31Gs1tgBM7+fATM6NYYOtSErS4/Zs2vj3qDw6699cLslXHllJoxGfn8nIiIiIqLm4yoiIiIiIiIiojSrr5cxd24t9u9PfAHIsex2HSZMcKJfv/RUmVq3LoDKyqhmu3HjnG06XLZmzRo8+OCD+Prrr5PuQ2/Q4dxzB+DcC85AeZkbPXt31HzNRFVFt8oIulVGoPshfeaURejlxIOEBqcT5oICWH6oTmbKy2tTO3YTERERERG1N64hQ2BeuBChysqjjwUOHmy0bVOPH8tgt7eJ0M3pSFXVOCqYta7rLllZWXj22Wfx85//HE899RReffVVKEriIQx/dR0+/8t72PDOcgy7fQIcI7qe9D5UVAX1ET8CUggOgxUmneFo0EwQAKMrC2GlGkocQTffnj04tGwZCkaPPm2vZUUiClau9GH1an9cVW1OlJdnQHFxBjp1OrlyHFFbEk8FM6AhYBYLK5jRqdS9uwm3356DWbNqUFMjxXVMSUkIr7/uxnXXZcHpTO2mhERERERE1P5wZRERERERERFRGu3eHcb779c2+8b04MFWjBnjhMWSnsVfwaCCFSu8mu0GDbK02QUp27dvx6OPPooPP/ww6T4EQcBZQ3rj4kvOglUH6Kxm9OrTSfO4zPoIeu3yIDe7QLPtiUSjEeb8/IYwWYcOMOfnQ2+1JjN8IiIiIiIiaqUEALZu3aBEo4jU1ja7P53N1vxBUVIkCZpBIZOpdYb/CgsL8corr+DBBx/EY489htmzZyfVT11ZNZb+7k1kdM/HgFsvRcHw3hAEAS6THTrh+MXxJp0RuWYnDKIee72HIAiAKSsbYXc1oF3IDPXbtkFnNiP3wgtPu5DZrl0hLFhQD48nvpDBsfR6ARdd5MCIETbodKfXvImSoR0wO1LBLPbXAwNmdKrl5Ohx++05eO+9WuzbF1/V0EOHopgxoxrXXutCYWHbvH9DREREREQtgwEzIiIiIiIiojRQFBVffOHDypU+qGriuwsf4XLpUVycge7dTSkc3ck++8yLYDD2zXODQcCoUc60juNUqKiowO9+9zvMmDEjqd23j+h/dh9cfOEZyM3NhBQIQJVlzWMMkoLupfUoqAwgnqU+gijCmJ3dECb7oTqZMSvrtFsgRURERERERIkTBAGOnj1RX1KCqFd7k5imiEYjRIMhhSOjRITD2tceWlsFsxP16NED7733Hn7961/jgQcewGeffZZUP3V7DmPVb2bBnGXHWfdNRM6oc2EQjw+YReQIyvzVAID6aBAWnREGUQdTdjb00RCkgHbKrHbDBujMZmQPG5bUOFuazydjyZJ6fP99HAm6RnTrZsLEiRnIzuaSIGo/tC7F/hgwYwUzav2sVhE33piFBQvqsHFjIK5jvF4Z//63G5MnZ6J/f0uaR0hERERERG0VryYRERERERFRuyZJKmpqEt8FOBa/X8Ynn9Qf3V3SYhEhioktDBIEAeeea8Mll9hhNKZ31+rDh6P49lvtm5QXXmiH06nTbHe6qK+vx5///Gf85S9/QSgUSrqfLj07YfzU0ejauzMCBw9CjjNcVlgTQceNlTBGm160oLfb4ejRA+b8/IbqZLm5XARIRERERETUjgk6HRx9+qBuy5ak+2DV61MrHNbeiKi1B8yOGDRoEFasWIFVq1bhsccew8qVK5PqJ1Tjw5rfvYtt/16B0Y/fiIIBXU9qE1Vk+KNB+KNBGEQ9LHojLL17IbBtO+SwdoWX6tWroTObkTloUFJjbAmqqmLDhiCWLq3X3AiqMVariDFjnDjzTAs3I6J2R7uCWcO/Nlvs69sMmFFrodcLmDQpAzk5eixbVh/XMdGoitmza3HppTIuuMDGnwVERERERJQwBsyIiIiIiIioXaupkfCPf1SlrL+6OhlbtoQQifx4I/qcc6yaN66PlZtrwKRJGejY0ZiycTVFVVUsXlyvWWUtM1OPESPsaR9PS4hEIvjXv/6F3/72t6ipqUm6n4KuRRgz6UL0H9zn6I1aJRyGIsUOLFrDCvqVhZHpCSF0TLhMEEUYnE7o7Xbo7XYY7HZ0vfZamHJykh4jERERERERtT2iXg9n377w7dlz3AYnpuxsCPrGlwCokoSw2w1BEKBjwOyUiq+CWXo3G0q1ESNG4LPPPsOnn36Kxx57DOvXr0+qn7r9lZh75/MoPLMHLvnVtXB1yW+0XVSREI1I2Oorh71zFoz7D8Eax+t6+PPPIZpMcPbpk9T40qm6WsKCBXXYu1c7LNeYM8+0YswYR0LXIInaEkXjWwArmNHpSBAEXHCBHdnZOnzwgQfRqHZIHQCWL69HdbWE4uIM6PUMmRERERERUfwYMCMiIiIiIiJKAVUFDh6MYM+eiGZYqyk6nYALL7TjggvsLXbTr6QkhNJS7YUrl13mOO1vRCqKgtmzZ+ORRx7Bvn37ku7HlZ+Ny++9AcMvOx/ebVuPPi4F/CfvmK0oOPJuEBUVXSvD6HI4DB0EiHo99DYbRKOx4cNgQEb//kmPi4iIiIiIiNoPnckEU04OwlVVUH9YVS/o9U1WvT6yXF5nsUAQT6/wUlsTibSdCmbHEgQBl112GcaMGYP3338fjz/+OLZv355UX+Xf7cbb1/0BPS8ZjPPvmwxHvquJlip8agRKgQPRqmrkR4PoEzTDJesgoJHXUFVx6NNPIRqNsHfrltTYUk2SVHz9tQ9ffOHTrMDUGJdLj+LiDHTvbkrD6IhOH/FWMLNaY39/DQZVKIoKUTz9vg9T29WvnwXTp+sxa1YNvF5Z+wAA330XQG2thKlTXQwfExERERFR3BgwI2rDwuEwduzYgYMHD8Lr9SIQCMBqtcLhcKBjx47o06cPjMb0V0RIJc7p9NAW50REREQUiySpKCkJobo6duWqWIqKjJg0KQN5eY0vBEsHSVLx6adezXbdupnQt6+5BUaUPsuXL8dDDz2EDRs2NLuvO/7yMPqcMwhSIHD0MSUSRrTWc1LbI21cdWH02l0Ha1CCarNBzMwEBAFGV1MLpIiIiIiIiIhiEw0GmLKzEa6ujnuzG1YvO/XCYe3PldF4+gYbBEHAVVddhSuuuAJvvfUWfvvb3+LAgQNJ9bXrsw3YvXIjBlxxAc6+5TLA0ng70WCAPjsbB8NeVBp8sCkiOoWN6BgxwKYcv6heVRSUL1yIjpMnw1pYmNS4UmX//gjmz69DVVU04WNFUcCIETZcdJEDBsPp+34hShVZI3MTbwUzVVURCqmaQTSiltahgwF33JGDd96pQUVFfD839u+PYOZMN667zoXc3Ja790RERERERKcvBsyo3YlGoygpKcHmzZuxZcsWbN68GQcPHoTH44HH40FdXR10Oh0sFgtcLhcKCwvRrVs3DBo0COeccw7OO+88mEytd/evNWvW4KOPPsKiRYuwZcsWyDGuoul0OgwYMADjxo3DFVdcgXPPPbcFRxo/zolzIiIiImrNvF4ZW7aEEAop2o0bYTAIGDnSgeHDbS2+K+qqVT7U1sYOxQmCgLFjnRCE0/OG+saNG/Hwww9j6dKlze4ruzAPU355K3oNOeO4x1VZQthd0+hiPkNUQY/SOuRXBSGgYYd54w/hMiIiIiIiIqLmEk0mGLOyEK6p0Wwr6HTQmU/vDWTagnA49jUkQRDaRGBIr9dj+vTpuO666/DPf/4Tf3j6D3BXuxPuR1VUbP7gS2ybvxq9pp6P3leNgMF28vtYZzLC3r07ortK4RcVlFhCKLGEkC3p0SlsQGHUCIPa8LqqkoSyefPQacoUmHNzmz3XRAWDCpYtq8e6dQHtxo3o2NGI4uIM5OczLEB0RPwVzLSreAYCSlztiFqa06nDrbdm48MPPdi2LRTXMbW1EmbOdOPqqzPRsyd/DyQiIiIiotgYMKM2T1EUbNiwAStWrMDy5cvx1Vdfwe/3xzxGkiSEw2F4PB6Ulpbi66+/Pvqc1WrFmDFjcPPNN2PixInQ61vHl9F7772H5557DuvXr4/7GFmWsWnTJmzatAl/+tOfcPbZZ+Phhx/G1KlT0zjS+HFODTgnIiIiopb3+efaVb1UFfD5FLjdJwe0unaNr1prt24mXH55Blyulv+7or5expdf+jTbnXOO9bRcrLJ37148/vjjePvtt5vdly3Djkn33oCLpo6H3njCa6EqDeGyRjZY6HA4gO5762GQGhaOiXo9jNnZDJcRERERERFRSukslobNTDToWb2sVdCqYGYyCaftRj+NMZvNeOCBB3DlDdfg/qcewZLX30fQl3iwSo5KKPnvSuz68H/od/1P0OPyYcAJb2mD0wlTjx7w7t4F/PAyu/US3HoJ36tBdIga0DFsRK6kB8JhlH30ETpdfXVcXz+poKoqtm4NYdGievh8GuWWGmEyibj0UgeGDrW2+EZVRK2ddsAsvgpmQEPAjKi1MhpFXHONCytWeOO6xwM0hNtnzarFuHFOnHOOLc0jJCIiIiKi0xm3W6E2SZIkLFmyBLfddhtyc3MxdOhQPPzww1iyZIlmuExLIBDARx99hMmTJ6N379549dVXY1ZqSreSkhJcfPHFmDZtWkIBn8asX78e06ZNw8UXX4ySkpIUjTBxnFNsnBMRERHRqacoQHW11Gi4LB5ms4jLL8/ETTdlnZJwGQAsW1aPaDT2TXeLRcQllzhaaESp4Xa78ctf/hK9evVqdrjMYDKi+O5r8aflb+DSGyedHC4DEKn1QIlEjnvMFpBw1vfV6LPLczRcJogijNnZEEReiiEiIiIiIqLU09tssHTo0OTzgk4Hvd3egiOipsQTMGuLHA4Hiu++Ds8u/Tc6dO+UdD+SP4TvX/0Ui296AVvmfQ1FOv5evSk7G/au3U46ThaAg8Yo1jj8WJpRjy2WINxhLw5++CGiXu3NpprL45Hwzju1mDOnNqlwWb9+ZtxzTy6GDbMxXEbUCK1lOwyYUVsiCAIuvdSJK67IPPre1qIoKj75pA6LFtVBUWL/LkJERERERO1X6yi9RJQiW7ZswQsvvIAPP/wQbrc77ecrLS3FT3/6U/zrX//CzJkzMXjw4LSf81gffPABbr75Zvh88e1IE6+VK1finHPOwVtvvYXJkyentG8tnFP8OCciIiKiUyMSUVFVJWmGs5rSt68ZEyZkwOHQpXhk8TtwIIJNm4Ka7S65xAGL5fQIRAUCAbz44ot4+umnm72xiCCKuOiasSi++3pk5mU12S546BCkwI87bosq0DdoRtfqCERnHuD8sa2jd2+Ysprui4iIiIiIiKi5zB06QDQaESwvP+5xQRRh7dQJgQMHTtHI6FjhcOzggsl0elyLSZbd5cQfFr6Krz9ahv8+9XdE/KGk+gnV+PDZn97FureX4bw7JqLnyB/v1Zvz8qBIUpPv+ZCoYpc5jF3mMDLkALrNfxvnFU+Dw5GZ1FhiURQV//ufHytWeJO6nuhw6DB+vBP9+llSPjaitkS7glnDvwaDAL1egCQ13Z4BMzpdnHWWFS6XDu+9Vxv3+/Z///PD7ZZw1VUumM1t+3cOIiIiIiJKHP9KoDZl/vz5mDlzZouEy461fv16nHfeefjXv/7VYuf8+9//jquuuirlAZ8jfD4fpkyZgn/84x9p6b8xnFPiOCciIiKiluXzKaioiCa1GMRm0+Gaa1yYOtV1SsNlqqpi0aJ6zXZ5eQYMHWptgRE1jyRJmDlzJrp3747HHnus2eGys8ecjz988i/c+Nv7YobLwjU1xy3Yy/bJOG+HH90rIxBPeHtYO3ViuIyIiIiIiIjSTg2HYcrJga1rVxgyM6GzWGB0uWDv2RN6C8MprUV7rWB2ovOvGIXbFvwRg6+7FIIu+aUr9QerseTJN/De9D9jyxdroaoNr6+lsDBmVb8j6nQyNkqH8drS17Bk3/+wp74CkpJ4hbHGVFREMWNGNZYsqU/4eqIgCBg2zIZ7781luIwoDvFWMBMEQbOKGQNmdDrp0sWE22/PQU5O/HUGdu0K4/XX3aitldI4MiIiIiIiOh2xghlRioTDYfzsZz9DWVkZfv/736f1XG+++Sbuu+++oxfH00VVVdx7772w2+246aab0nouzil5nBMRERFR+g0YYMGhQ1FEIlF06GA47jlJUlFZGfsm3IABVkyd6moV1cA2bgyivDyi2W7cOCdEsfUuaFJVFfPmzcPDDz+MHTt2NLu/XkMG4OqHbkOPs/pptpUCAfj27AYAGCUVfSrCyPdIaOzVMmVnw1JY2OzxEREREREREWmpb+TvYzkYRKS29hSMhprCgNmPdEYDzr/nCpw19RJ89ty72Pv15qT7qt55EK/c/Qf0GjIAU355C3oNOQPWzp2hShJCVVWax0d8PmzduAoHe7thMpjQzVGAns5C5JkzIQiJfU4iEQWffebDmjX+pO6r5ucbUFycgY4djQkfS9RexVvBDACsVhH19U0n0hgwo9NNVpYet9+egzlzarF7dziuYyoro5g5041p01zo1Ik/b4iIiIiIqAEDZtSu6XQ6DBgwAP369UO3bt2Qk5MDm82GUCgEt9uNiooKfPXVV9i+fXvcfT711FOwWq145JFH0jLmb7/9FnfccUdcF6JHjBiB6667DiNGjEDXrl3hcDjg9XqxZ88erFq1CrNmzcKaNWti9qGqKu644w7069cP55xzTqqmcRzOiXNqTEvMiYiIiChebrcEt1uC0ZjYYhKzWUTv3iaMH+9sFeGycFjBsmVezXb9+pnRrZupBUaUnFWrVuHBBx/E6tWrm91Xx55dceWDt2LQRefEtVhIiUbh3bEDqqygS1CPDjv8MDSxFkFvs8HevXvCi5CIiIiIiIiIqO2KRGIHF0ymU38NqaUMzu7Z8B/ZwAWvDcGe70rw+qN/RcWeA0n3uXPdFjx7/UMYeNE5uPKBm9Gpb3cosoRIjXbQMlpXD9/u3UDPntjuOYDtngNwGKzo6SxED2cHOI027fPvDOGTT+rh8SReFUavF3DxxQ6cd57taLUlIopPvBXMALCCGbVJZrOI667LwqJF9Vi71h/XMX6/jDfecGPSpAwMGmRN8wiJiIiIiOh0wIAZtTt9+/ZFcXExxo0bh+HDh8Nq1f4DuaKiAq+++ipefvlluN1uzfaPPfYYBg0ahPHjx6diyEfV19dj6tSpiEajMdv16tULr7zyCi699NKTnnO5XBgyZAiGDBmC++67D0uXLsVdd92F3bt3N9lfJBLB1KlTsXHjRjidzmbP41icE+d0quZEREREFC9VBcrKIgku6hBQVGRA9+7GVrUYZOVKH/z+2Hfa9XoBY8a0zt+9SkpK8Oijj+Kjjz5qdl/Z+bm4/P4bMWLSSIjHbl8bg6qq8O7aCVtAwqCAHVlREfKAQY221VssKJo8GQab9sKjWAyZmc06noiIiIiIiIhaF60KZolucNSWdD+zL36/4J9Y9dEyvPfsDATqfUn39f3Kb/H9ym8xbPxFmHTv9bBkyIjW1WseF66pgVBaClv37hAAeKMBbHDvwgb3LuRbXOjpLERXRwFMOsNxx/l8MhYvrsfmzcGkxtu9uwkTJ2YgK4vLeFoDSZHhjQbSeg6HwQq9GN91SdKmXcGMATNq+3Q6ARMmOJGbq8fixfVxbSAtyyo++MCD6moZl1xi54Z5RERERETtHK9MUbuQmZmJW265BTfeeCPOPvvshI/v0KEDnnzySTz44IN44IEHMHPmzJjtVVXF7bffjq1btyIzhYsBn3jiCZSWlsZsM2rUKMydOxcZGRlx9Tl69GisXbsWU6ZMwYoVK5psV1pait/+9rf461//mtCYtXBOnNOpmhMRERFRvCIRFYIAxJlBgsEgYPBgCzIyWtfiALdbwv/+p71r5YgRdrhcretyQXl5OX7729/itddeg6I07+a+3WHHxLuuxUXXTYDRHH+VNhVAaO8+9DocRY+QHSIEQAT0jWxaIogiOk2ZAkthYbPGSkRERERERERtj1bAzGRq3wu7RVHEBVeOwZAx52Pe32dh2ZsfNet60DcLV2Ltki9xweTRuGjMUNhNBs1jQlVVEPR62Dp3Pu7xw8FaHA7WYk1VCTrbctHDWYgiazY2bghj6dJ6hEKJj9NqFXHZZU4MGmThov5WxBsN4MO9X6f1HJO7ng+XycEwW4poBczEYzJlDJhRWyYIAoYPtyErS4e5cz0Ih+N7P3/xhRdut4QrrsiEwcCfR0RERERE7VXrWjFGlGI9e/bEQw89hBtuuCGuSmVabDYbZsyYgQsvvBDTp0+HLDe9839FRQX+9Kc/4Zlnnmn2eQFg69at+Pvf/x6zzXnnnYePP/444blmZmZi3rx5GDlyJL755psm27388su444470K9fv4T6bwrnxDmdqjkRERERJUIUG6qYxSMjQ4fMTF2rC5cBwJIl9Zo32Z1OHS64oHkVt1Kprq4Of/7zn/HXv/4VwWByuz8fYTAYUDx9Ki6efjlsGY6Ej3e5A+i6MwCbYtZsm3/ppQyXERERERERUdrlnHvuqR4CJUFrobfJFDv40F5Y7DZM/dUduOjqcXjnmX9i85frku5LkRV8MXcJVs1bgQvGjsDI8SNgssTeeChYUQFBr4e1kWs8siKj1HsImw+Xo3S7gmi5C3YpD0ZYISD+RflnnWXFmDFOzbALtW0tGWZry2Is3wHACmbU/vTqZcb06dl4551aeDxSXMds2RKExyNj2jQXHI7Wd5+LiIiIiIjSjwEzapN69+6NJ554AtOmTYMu3jIDCbjpppvg9/tx9913x2z38ssv49FHH4XT6Wz2OX/3u99Bkpr+gz8rKwvvvfde0kE6m82G2bNn46yzzoLH42m0jSRJ+P3vf4933nknqXOciHNKHOeUmjkRERERJUKvFzRDZkajgJwcPYzG1rmr486dIezYEdJsN2qUA0bjqV/QEg6H8c9//hNPPfUU3G53s/oSBAETp03GRT+dDFdBTsLHW/QmDJIzoV/3JaBo/33pOvtsZPTvn8xQiYiIiIiIiKgdaK8VzBwGKyZ3PT/xA7sCd42cik8XLcZjDz6CPbv3JD0GKRLF5/NWYuNXG3H5DWMxYEjszS0DBw5A1Othzss77nFFAfbvj2Df/ghUVQXsQdTZy2GM2mAP5MIezIVeMTbZb1aWHhMnZqB799ghNyKKn9bmascuHWLAjNqL/HwDbr89G+++W4uDByNxHVNWFsGMGdW47rosFBRoV/0kIiIiIqK25dSvGiNKofz8fPzjH//Ali1bcP3116clXHbEXXfdhZtuuilmG7/fj9mzZzf7XHv27MH7778fs80f/vAHdOrUqVnn6dKlC373u9/FbDNnzhyUlpY26zwA59QcnBMRERFRyxIEoHdvMwTh5MU9oiiga1cjOnQwtNpwmSyrWLKkXrNdp05GDBxoaYERNU1RFMyaNQv9+vXDAw880Oxw2aWXjcZfFr6OK568I+FwmSAI6JvZGcWugTB99g2gaJexs3Xpgtzzk1goRURERERERETthnbArG0u49CLOrhMjqQ/pl5xNbZu2Yo//elPsNvtzRqLp6YOb730Ht79v3dR5/bEbOvbW4rwMdeoPHUy1q7zY+++cEO47BgRgx81GXuxP38tKrK2wmepgiL8WFZJFAX85CcO3HVXLsNlRCmWygpmoZCiGVgjOl3Y7Trcckt2Qvd/6utlvP66G9u3a29cSEREREREbUvbvDJJ7datt96Ku+66C3p9yxTne+aZZzSrNn300UfNPs/f//53yDGuhvXq1Qt33nlns88DAHfffTe6d+/e5POyLOMf//hHs8/DOTUP50RERETUsgwGAf36mWGz/fhndHa2Hv37m5GVpUcj2bNW45tv/KiubroiLdAQpho3ztloiK6lLF26FEOHDsX111/f7I0Fhgwdgv97fyaue/GXyOxWkPDxLpMDEzoNx/DMHqj6ZBHkkPZNVKPLhQ7jxkEQeamFiIiIiIiIiBqnKCoikdiVcdpqBbNUMJlMePjhh7Fjxw7cfPPNze5vw8YS/N8j/8COed/C0VRhFxXw7d6NgNuD7TtC2LgxoF3dSFARNNei0rUD+/PXoipzFzK7BPDTn2Zj5EgHDAZ+jk9HG9y7mvVB6ZXKCmYAEAyyihm1HXq9gCuvzMQllzjiPiYSUfDuu7VYtcp3UqCaiIiIiIjarpZJ4RC1UYWFhbj22mvx2muvNdnmyy+/hKIoEJNcZKgoCt55552YbX7xi1+krFqbXq/H/fffj/vvv7/JNrNmzcKf/vQnzukYnFPztcSciIiIiJK1eXPwpMfcbglud+zg1qnm98v4/HOfZruzzrKgsNDYAiM62fr16/Hwww9j+fLlSfeh1+shSRJ69OiBnz/xEFzn9UBUSfxzoxd1GJzdE/1dXSCqQNn8+YjU1GgeJ5pMKCouhs7EnaeJiIiIiIgoPQyZmeh6/fVpPwelVySivUCbATNtHTp0wBtvvIG77roL9913H7799tuk+wpGInjt/U+was1GPDTtKmT0LsBBYxQh8Ui4RIXPJ2P/51vgdfYAjLaE+hcMMgr61MFRGMBKfxl6Vheih7MQGQn2Q+1LcwNpg7N7pmgkpwdVVaFo5MESqWAGAIGAArs9NWshiFoDQRBw0UUOZGfr8dFHHkiS9u8kqqri00/rUV0tYcKEjOO+joiIiIiIqG3iCn2iZpo4cWLM5+vr67Fv376k+1+xYgUqKiqafN5sNuOGG25Iuv/G3HzzzTDFWBhZXl6Ozz//POn+OafU4JyIiIiISMvy5V6Ew1q7You49NL4d61MldLSUlx33XUYMmRI0uEyQRBw4403YteuXXjng/fw/JI3YR/eJalwWSd7LiZ3vQADs7pBJ4ioXrUK/r174xkECseNg9HlSnwCRERERERERHES9XqYcnLS+iHquT9tusUXMOMyjngNHz4ca9aswb///W/k5+c3q69tZWW47a8v4f3/fIJzD+lxrteGPJ8e1RUSqqokyJIMi2cPxOjJG1E1JTfXgGHDbCgqNEAA4IsGsdG9G++XfokF+9egxHMAYbmp0mlEFC9VhWaFpUQrmGlWKiQ6TZ1xhgW33JKdUIBy/foA/vvfGlb2IyIiIiJqB3hlkqiZfvKTn2i22bNnT9L9z58/P+bzEyZMgMOR2sWgGRkZGDt2bMw2WuNqzrGcU3w4JyIiIiKKpbw8gg0btBe8XHSRvUV3Yq2qqsIDDzyAXr16aVbMjWXs2LHYsGEDXn/j36iyhhEckAG35E24H6vejEsKz8KowrPhMFgAAHXbtqFm3bq4js+78ELYunRJ+LxERERERERE1P5obQQEsIJZokRRxC233IIdO3bgwQcfhMFgSLovVVUx66uvMPGZZ7F08XeILlPQ9RsTOu03wu7TQVAkWGp3Q5Bih8JMJhFnnGHBgP5mmIyNfz4rgx6sOrwF7+z+HCvKN2K/rxKyyoX7pyNVBSRFQVSRISkKZFWBoqpQVLUh+HSqB9gOyLJ2m2QqmBG1VR07GnHHHTnIz4//Z2ZpaRgzZ1bD7U58gz8iIiIiIjp9MGBG1ExZWVkwGo0x23g8nqT7X7ZsWcznJ0yYkHTfzel36dKlSffNOaUO50REREREjVFVFYsX12vu2pqdrcfw4bYWGZOiKPjnP/+Jbt264cUXX4Qcz13/RgwdOhTLly/HokWLkN2zEB/u/RqbavZozvVEgiCgv6sLrux6Abo5CiAIDQsMghUVOBxnRbWMAQOQedZZiU6BiIiIiIiIiNqpcFj7+oWxiUASxeZ0OvHnP/8Z33//PcaNG3f08aKiooT7qqqvxx8W/BcvrvoPar0eZLn16LHThH5bzOhQBrgO7YEgRxs5UkBRkRHnnGNFTnZ8FQEVVcFe7yEsK1uP9/Z8jjWV21Ad0r6uRy1PUVVEFRlBKQJvNAiDqIMAAZIqQ/0hRqaiIVgWUaI4HKzFoWANDgVqcChQi+9q9mBTTSk21+7Fltp9WLD/f/hw79dYfHAtdtSVYWd9OXbVl2OP9xBqwz54In7URfyoiwRQHwnAGw3CGw3CFw0hJEeh8D1ylCxrvxbHBsz0egFGY+wlcwyYUVuXkaHD9OnZ6N3bHPcxbreEmTOrUVoaTuPIiIiIiIjoVIrvihYRxZSTk4Py8vImnw8GtasGNKaiogJbt26N2WbUqFFJ9a1l9OjRMZ/fsmULDh06hIKCgoT65ZxSi3MiIiIiSo+LL05tpdaWtnlzCPv3x95JGQDGjnUed2M9XbZt24abbroJa9euTbqPHj164I9//COuuuoqhJQIPiv/DqXeiqT6yjY7cX7+AOSYM457POr1onzBAqhxhN8shYXIu/jio8E0IiIiIiIiIiIt8QTMTCbuE9wcffr0wcKFC/HJJ5/g+eefx8cff4zZs2fjoYceQm1tbUJ9bTm8E79d/hKK+16CUT3PhzGiQ/4hEXmHVHgPVmF//4Hw2uugiBLsdh169zbB6dAlPfaQFMHW2n3YWrsPLpMDPZyF6OHoAJsh/sX/1HwRWUJ1qB7usBchOYKQFEFIjuBw8Pj3j1lnhEHUwSA28jk/IZvUEDxrePBIFqo+4kdUkRCUwvBLx68pCcnHX9t1mezQCSefp9CaDZPOmPR10rYivoDZ8f9vtYqIRJoOkTFgRu2BySRi2jQXli71YvVqX1zHBIMK/vOfGkycmIGzz7ameYRERERERNTSeGWSKAUCgUDM583m5C74fvPNNzGf79SpEzp16pRU31q6du2KwsLCmG2+/fbbhPvlnFKLcyIiIiKiE0UiCpYurdds16uXGb16pXdxSjgcxq9+9SucccYZSYfLcnNz8be//Q1bt27F1Vdfje31B/HB3q+TWjShF/UYntcXxZ3PPSlcpkSjKF+wAJLG33cAoHc4UDhhAkQ99+0hIiIiIiIioviFw9qBBZOJm9mkwoQJE7BixQo4HA7cdtttKCkpwY033phwP5Ii4cOtS/H05//Abvd+AIAAAc5aL3pv2IWelYNxRd8huOLCLshwpu5aUW3Yi7VV2zG7dCUWH1yLXfXliCpSyvonICxHURn0YEfdQXxTtR1LDq7Fe3tW4r+7luHTg2ux33cYlcFa1Ef9iCiNVaxrOTpBdzTMduRDFASUB9wISqwkFMd+YSdttGa1soIZEQCIooDLLnOiuDgTohjf7yCKomLePA8+/bQeisJqikREREREbQlXQhE1k9frRV1dXcw2Lpcrqb43bNgQ8/mzzz47qX7jNWTIkJiV2TZs2IDi4uKE+uScUo9zIiIiIqJjff21H/X1se+oH7lhmE4rVqzAtddei8rKyqSOt1qtePDBB/Hggw/C4XCgJuzF1wfWoyroSaq/zvZ8nJvXF3aD5aTnVFXFoWXLEIpjrIJej6LiYuit3JmTiIiIiIiIiBKjVcFMrxdapNp8e5SXl4e33noLt9xyC372s59h586dCR1fXl+JP385Axd2HYor+o+BzWhBgcmNMd3Xovf5kyHouiMohbHHewi768tRHYq9hiBeqqqi3F+Ncn819KIeXR356OksRAdLFgSB75V4hOUoPBEfPBE/PGEvaiN+eCI+BKKhUz20lDjgr4KsKjDrDKd6KKdMchXMYn/9MGBG7c2QIVa4XDrMnl2LUCi+9/+qVT643RKmTMmE0cg6B0REREREbQEDZkTNtHHjRqhq7ItVPXr0SLrvWAYNGpRUv/E688wzMX/+/Caf1wohNYZzSj3OiYiIiIiO8HgkfP21T7Pd8OE25OSk55JATU0NpkyZgs8//7xZ/Tz77LO47777EFUkfFu1HZtr92r+7dUYq8GM8/L6oYs9v8k2NWvXwrtjR1z9dRgzBubc3ITHQURERERERESkFTAzmbg4O91GjhyJ7777Dvff/xRef/15yHIkoeO/3LsWG8u34v6xV+AnA4cC7jJULFmCDmPHwqI3YYCrCwa4uqA27MXu+grs8panLMgkKRJ21ZVhV10ZbAYLejg7oKezEJlGe4xjZHijgZScvykOgxV6UafdMM3CcgSeiB+1Yd8PgTIfPGE/AlLbCJLF4on4kGV0wKhrn8vAWMGMKDW6dzfh9ttzMGtWDWpq4quauX17CK+/7sa112YhI+PU/ywgIiIiIqLmaZ9XFohS6JNPPon5vNPpROfOnZPqe4fGAsdevXol1W+8tIJxie7qBnBO6cA5ERERETVPVpYed9+d3sBQVlbL/Pn96adeSFLshUo2mw4XXdT0opNkqaqKxx9/HM899xwkKb4bj43JzMzEk08+iTvvvBP7fZVYU7kNvmgw4X4EQUD/zC4YnN0z5sIK3549qF69Oq4+s4cPhyPNvwsTERERERERUdsVDscOLJhMrEiVbpWVUSxY4Edh4b342c/G4pNPHsHevfFdGzrCGwngD/NmYXnJWvz26qvRBYDObEbeJZccrSrmMjkwNNeBs3N64lCgFjvry7DPdxiSEkcSJg7+aBCb3Huwyb0HuZZM9HQWopujAGad8fixRgP4cO/XKTlnUyZ3PR8ukyOt5zhWSI78GCIL/1CZLOJDUAq32BhaG1VVURPxItvkhKEVhP1aWnwVzBILmPn9DJhR+5STo8ftt+dg9uxa7N0b3/fVQ4eimDGjGtde60JRkVH7ACIiIiIiarUYMCNqBkVRMHv27JhtLrjgAohicjvN7d27N+bzPXv2TKrfeGn1X1pamnCfnFPqcU5EREREzaPXC8jLM5zqYTRbaWkYW7dqB7EuvdQBszm1u2HPmzcP06dPh9vtTroPk8mEBx98EA899BAMNhO+rtyGvd5DSfWVY87AiPwByDE7Y7YLV1ejYvFiII7KaI6ePZE9fHhS4yEiIiIiIiIiAuKpYMaAWbpIkoovv/Thq698R8MoOTk9cdNNc7Bp01wsWfI7BIO1CfW5escOTHj2Wdx72WWYLkkQTSbknn/+cW1EQUShLRuFtmxEZAn7fIexq74ch4I1UOO4JhWPqqAHVUEP/ldZgk72XPR0FqKjLRc64fStiKeqakOQ7IQQmSfiQ0hKrOpce6GqKmrCDSGz9ia+gNnx/88KZkRNs1pF3HhjFhYsqMOGDfFVwfT5ZPz7325MnpyJAQMsaR4hERERERGlCwNmRM3w8ccfawZdLr/88qT6PnToEILB2ItDi4qKkuo7Xlr9BwIBVFZWIi8vL67+OKf04JyIiIiISFFULF5cr9muQwcDzjor+Rt7kiLDG/3xZmLJthLcefNt2Lzp+6T7FEURN956Ex7+9aPI75CPfYEafLd3N6Jy4lXQDDo9hmT3Qt/MThA1FtBIwSDK5s+HEo1q9mvKzUXB6NFHd6AmIiIiIiIiIkpGJKIVMDt9A0Gt2d69YcyfXwe3++TrTYIg4Mwzr0avXpdi/vxfoaRkYUJ9S7KMFxYuxEfffounpk3DeLMZWUOGNNrWqNOjV0YRemUUwRcNYnd9BXbVl6Eu4k9qXidSVAX7vIexz3sYJp0R3R0FyDFnQAXQWq9qqaqKoByGJ+xvCJNFfgiThX0Iy607SCarMtBEBklWU1OpLlGKqqAm7EVEkWAU28+SMDmOlzvRCmYMmFF7p9MJuPzyDOTk6LFsmTeuULQkqZgzpxZut4QLL7TzngoRERER0Wmo/VxNIEoxWZbxxBNPxGxjNBpx9dVXJ9V/eXm5Zpv8/Pyk+o5XQUGBZpvy8vK4Qz6cU3pwTkRERES0bl0Ahw9rB6XGjcuAKCZ/Q88bDeDDvV+jrroWs/7wCtYu/jLpvgDgzEuG4+qHbkOH7p2wIrANBzZ9gc62XFj0poT76uoowPDcvrAZzJptVVlGxSefIFqvHcrTWSwoKi6GaDQmPCYiIiIiIiIiomOFw7EDC0YjF2KnUiCgYOnS+riqr1itWbBYMpM+196qKtz48suYvGYNnv+//0O3EyqZnchusODM7O4YlNUN1aE67Kovxx5vBcKy9jW+eITlCLZ59iMohbHXdxhZJgdcJscpCx2pqoqAFD5ahexIiMwT8aVszi1JFET4pTD0gg56UQe9oIMoCFDREMAQIMJlcgBAw2Mq0MmeB1VVoUKFqqoYmN0NVr0ZdZEA3GEvlB8eV6GiNuz7oaeGHg2iHjpBRKiR0N2JYTZZlbGrvhy9M4qgF3QntW+L4qlgJp6QJ9MKmEWjKqJRFQYDvy9T+yUIAs4/347sbD3ef78W0Wh8lTdXrPCiulrC5ZdnQq/n1xARERER0emEATOiJP3rX//C5s2bY7a5+eabkZWVlVT/brc75vNOpxMmU+KLLhNhsVhgt9vh8/mabKM1zkTack7J4ZyIiIiI2rdgUMGKFV7NdgMHWtC5c/NCUqqqYtXHy/HWEy8hGk5+B+GOfbrhxifvRc+z+0NWFRz0V6MqVAcgvpuTx7IZLDgvrx862+PffKDyiy8QKCvTbCeIIgonToTB4Uh4XEREREREREREJwqHtSqYcRF2Kqiqis2bQ1i8uB5+f/yVpMaP/wOysrriyy9fRCTJqmIffvstlo4ahT//7nf46UMPaVZvEQQBuZZM5FoyMSyvLw76q7CzrhwH/VVQ1NRUUArJEZQH3CgP1MBhsKAy6IFJZ4CYZGWZwdk9m3xOVVX4pdBJITJPxI/IaRgk04t6mHVGmHWG4wJluiReuxyT87j/H+jqBpfJgdqwF/u8h457rjZ84vVeFbIqIyRH4IsGNc8VliPYXV+Bns5C6IS2XxkxmQpmNpv26xIIKMjIaB8hPaJY+vY1Y/r0HLzzTg3q6+P7ubppUxC1tTKmTXPBZuPXERERERHR6YIBM6Ik7Nu3D4888kjMNgaDAb/61a+SPkdNTU3M551OZ8znU8XpdMYM+WiNM5G2nFPyOKfW4e9//zv+8Y9/pP08u3fvbvRxRVGwYsWKtJ+fiIhOL35/4wsh/H4/f260Ef/7nx4lJbH/vNfrVQwZEkZzPuUejwe/fer3+H7jd0n3Yc2wY/y916LP+WdBEARs3rMdNaof0jGLZfbXqTAK2pcrBEFAJ9EFl6jHrr2bsSvOMcilpZC//z6utrqzzsLBkhKgpCTO3onaBv7sICKiRPDnBhERJao9/+zYuNGIw4ebDjUYDBJWrJBacERtj9crYM0aPcrLk1vMfv75Y3HjjWfi7bdnYunSpUn14QuFcNevfoUXZ8zAI48/jk6dOiV0vAigQBVQqfhxSK2HVwklNQ4AiKgSapW6o/9fi1p41AAECDBAB6Oggx6JvVal9aVQAUhQEFUlhPfVQAXgRwR+NXJSRa3TgVHQwyaYYBOMsMIIIwCHLEIHFUAYEsKIyEEkv+VWw+t2rC8PqrALJvjUMEqje497rlb2NNmPokqIIPb3idqwB7UAaqrdyBMdR891Oov1s+Orr1ajtDT25mpffFECg+HH//d4BJSWxn5NPv10O7KzE98Ujait6t0bWLHCCLc7vuBqaSmwfr2KkSMjcLn4tUQtqz3/zUFERMlRlNRs8kJ0umPAjChBiqLglltugdcbu0LAAw88gB49eiR9ntra2pjPt2TIp7y8vMnnEwn5cE7pwzm1DlVVVdi6despHYPW9yYiIqIjFEXhz402wOMR8f33dihK7EUbffqEoShhJPsp/+KLL/C3v/0NkUhySyh0eh1GTL0Mw6ZcClGnQzAaRq0QRBAn71ockaNQEfvCnQMm9FCzYYMRQSSwm7TbDaxbB0HVvpGpdukCuFxI+kUjaoP4s4OIiBLBnxtERJSo9vCzw+u1IRxuOswjSWF4veEWHFHbIcvAjh1GbN5sgiRJgEYA50Q2m4IhQ0IoKpIAmHDPPfdg1KhRmDFjBnbtindro+OV7NqFW2+9FZMnT8a0adNgNMYOwJwoA3pkIAsBRFEFH6oEP8IJzisKGbJw/LVDBSoAFTIUhNQoRAAG6GCADjqcGBpQoUCF/MO/ClTsV9yIQsaRK2xKVIYhwZDaqWKCDhYYYVUNsMAAKxr+PXH8fkQgCdHjXu0TX8dEheXjr636wj6oiMCPCMLC8c/FOpcJImQIiMa4hnok5OeDDFmW4Qt7oTYrHtd6Nfzs8GtWiPT7vdAd82mORgWENb7dut1+GI2nX2CSKJ3OPx9Ys8aCAwcM2o0BhMPARx+pOP/8IDp0YIieTr328DcHERERUXMwYEaUoCeffBKff/55zDadOnXCb37zm2adJxSKvQuZ1WptVv/xstlsMZ/XGmcibTmn5HFORERERO2PqgIbNpihtYmSzaagT5/kFib5fD48++yz2Lx5c1LHA0DH8/ph+ANXwGAxoQz1CENGGNLRBSgZMMfdlx4iOquZKIADAoTEBhIIABs3xhcuy8kB+vRJrH8iIiIiIiIiIg3RaOzrGYb41mrTCdxuHb791oza2sRDToIA9O4dwcCBoZNe/z59+uC5557DZ599hjfffBP19fUJ96+qKj744AOsWLECv/jFL3DmmWcm3IcVBnSBC53VTNQhhCr44Rb8x0S8mkcBfrhmJ0MHAXqIR8NkCtSTzhJB6w/cmKBvCI+pDSEyK4ywwAD9SQG6+HVSM1M3wGYRYIEBKqKQNDbqAoAgoihFLQYgP/FrqqcJRdGel3jCp95o1P76CYdF4DR4vxO1JL0eOP/8IL7/XsGWLfFVRoxGBaxcacXZZ4fQu3fbDLsSEREREbUVDJgRJWDhwoX44x//GLONIAh47bXX4HA4mnUurcoAen3LfPlqnSeRCgacU/pwTkRERETtT1mZHocOaf9uNnhwCMn8CufxePDiiy8mHS6zF2bhwsemIaNzHgBAhoLgcXsbJyZHtaEbXDAmcylDkoANGyBET66YdiLVZgMGDTp5xQERERERERERUTNpB8xSExhqL6JRYNMmM3buNCKOPYVO4nLJGDYsiKyspkM6oiji0ksvxbnnnovZs2dj/vz5ULR2fGqEx+PBk08+iSFDhuDnP/85MjIyEu5DgIBMWJAJC7qrWahBAJWCH3UINitqZoUBYhPBIwUqAtC+pnaqmKFvqER2tCJZ84NkrUE8YTYVKqoEH8JxBKCqBT/2qrXoClebDJlpff2LYkOY9MTHTCYV4XDTr0ck0vZeK6JUEARg0KAwHA4F33xj0dwIEWj4Ol23zoz6ehFnnx3iLRgiIiIiolaKATOiOG3duhXXXnut5sXie++9F6NHj272+dpiyIdzSh/OiYiIiKh9keWG6mVa8vIkdOwoJdS3qqpYsWIF3njjDXi93oTHpjPpMfj2ceh52ZCG/qAiBCnpnY3N0KO7mg0XLEkdD0UBNm2CEMdcVIMBGDwYMBqTOxcRERERERERUQxaATO9ngGzeJWV6bF2rRmBQOIr1PV6FQMHhtG7dyTuBe42mw233norRo8ejZkzZ2Ljxo0JnxcA1q1bh9tuuw033XQTJk6cCDHJFfY6iMiFHbmqHWFIqIIfVYIvqTCYCAG6JgNZiYfpUk3AiRXJjA3/DUOMcbd9AgTkqDZUCn5E47j2Wi7UQ6+K6ITM9A+uhWmFW0Sx8e+tRmPsgFms54gI6NYtCrtdwTHH6DkAAQAASURBVJdfWuP+etm50wivV8T55wd4K4aIiIiIqBViwIwoDlVVVSguLkZ9fX3Mdueccw7+8pe/pOScWkE2nU6XkvNo0TqPLMe/SJRzSh/OiYiIiKh9KSkxwueLvXhCEIAhQ0In7cwaS0VFBV555RVs2rQpqXF1umAAht1bDIPVDEBFFApCiCa1DEUAUKRmoCMymrdQZNcuCJWVms3Uhi03Abs9+XMRERERERERETVBlrVDEKxgpi0YFLBunRkHDhiSOr5DBwlDhwZhtyf3Wnfs2BFPPvkk1q5di1dffRVVVVUJ9yFJEl5//XV88sknePTRR9G1a9ekxnKECXp0RAaKVCf8iKASPlQL/iSvyp06Ao5UJDPCqhqOhshOSZBMlgElnN5ziDLQzFvvIkTkqjZUCj5IcXy+9wse6FURHeBs3olbGa3vrU0tPTCZVMTal4wBMyJtubkyxozx4YsvbKiri+979aFDeixbZsdPfuJP+ucxERERERGlBwNmRBr8fj+Ki4uxZ8+emO2ys7MxZ84cGFO0vYpW9SZJSqwKQbK0zmMwxH/hnnNKH86pdcjNzUX//v3Tfp7du3cjHG78hobD4Uj7+YmI6PTi9/sbDZCLogibzXYKRkTN5fcDu3ebYDLFvrndp4+ETp3i+xzLsow5c+bgrbfeavL3jFgs2Q5c8KupyOvfBXliw+8jHiUAqFEYjrn0oECFH8f3rxOOv7tvFA3I0TnQR5cPu2BKeCzHUg4ehFRWBpi0+9ENGABd9+7NOh9RW8GfHURElAj+3CAiokS1158doRBg0rhGkZkpwOE4vUJBLUVVge3bdVi/Xo9oVIjncs9xzGYVw4ZF0bWrDoLQ/A2GRo4ciQsuuABz587Ff958E5Ek7qEePnwYDzzwAC655BI89NBDmu+PeDgBdEAOFFVFjerHXtmNajkA9Zj1+6J6/HVFHXTQCU2EAlQBIk5o38j1PKOQwPIjQYAFBtgEI2yCCTbBCKtghBXGpsfRwiz1CoavLk/rORzn94Le4YCghmGKNm+dSREMqFDqIauNf/849nNUJviRoXMgXzy9QmaxfnaYzTaYTE2vH7BYVDR2Gz0z0wCvt+mUnyjq4XC0vnUJRK2NwwFMngysXKlHeXl8ydlQCFi50oxLLokgP58hM0q99vo3BxEREVFzMWBGFEMkEsGUKVPwv//9L2Y7i8WCefPmoUuXLik7t1ZQraVCPtFoNObziQTqOKf04Zxah3vuuQf33HNP2s8zYMAAbN269aTHRVHEyJEj035+IiI6vaxYsQLeRrbgtNls/LlxmvrwQw86dQrEbGOxiLjvvjxYrdoLMtatW4fbb78dGzduTHwwgoCzpl2C8+6cCJ3RABWA05SB2ogXNtWBE2/PRBUZcqjuuMdc1syj/60TdLiqx0gMze0NIZHSa40IHjqEA1u3Qu3WTbOts18/FIwe3exzErUV/NlBRESJ4M8NIiJKVHv92VFbK+Gbb2JXWb/44hx07Nj67oGdapWVUcyfX4fKygg6dkz8+LPPtmL0aCcsltSHl8aOHYvf/e53uOeGG/Dx558n1cdnn32GvXv34p///CfGjBmT0vHVhr2YU/oFPGE/3OF6BKQQQoHjF1tnmDNgEBsPBEQVGdHQ8Y8dez0PADpndIJFf3I4ThAEOA1WuEwOZBptyDTakWmyw2mwQt/E+VqLcHU19u7bn9ZzdL3gQphyciApMi6Mxr7eGw9PxIflZRsQlk++z27SGSAeE94LCQJ6Fp6Bzva8Zp+3pcT62TF48BBUVdU3eWxGhg4jR+af9LjX64Fe3/Rr362bCSNHZic3YKJ2aMwYFYsX1+Obb/xxH7Nrl4D+/TNw5pnWNI6M2qP2+jcHERElTxRbx4YnRKcaA2ZETVAUBTfeeCOWLFkSs53BYMDcuXMxYsSIlJ5fqzpTJBJJ6fmaksqQD+eUPpwTERERUftw8GAE332nvdjgkkscmuEyv9+PJ598Ev/3f//X6A5+WvI6F+Lev/8GlVkNGxBEZAl10QAkRW5yQUosLpMDRdYc9MwobHbQS/L5UL5gAVRZ1mxr6dAB+SNHMlxGRERERERERGkVDmtX59CqWN/eRKMqvvjCi6+/9kNREq9ukpOjR3FxBrp0aX5lsFiKiorw4bJlmP/Xv+IXzz+PPYcPJ9xHaWkpLrvsMlx77bX461//ioKCgpSNTy/okGN2IsfsREiOwhsNIihFIKva187iIQgCMk12uIz2oyGyTKMNTqOt1VQka830og4uUyPltRLkMjlweRcLFh/8FpIS+3Orqio+q/gOlxUNQYE1q9nnPtW0LgPrdI1/b9W6hh4IsKIkUSJEUcD48RnIydFj0aJ6qKr2z25ZVvHhhx5UV0sYOdLBezVERERERKcYA2ZEjVBVFXfeeSdmz54ds50oinjrrbcwfvz4lI/BbrfHfL6xHTbSob6+6V2eAO1xJtKWc0oe50RERETU9qmqikWLYv+OBAB5eQYMHRp7p8dPP/0UP/vZz1BaWprwOESdiEk/vxHj77gGoijiUPVO1EcDCErhhPsCGnbP7WjLhdOQmt0plWgUZQsWQPJr75Cpt9tROGECRD0vjxARERERERFReoXD2kEFk4lhnCNKS8OYP78ONTVSwsfqdAIuvNCOCy6wQ69vmYXqgk6HiQ88gEFduuC/H3yAZz76CIFw4tfL3nnnHSxcuBDPPvss7rzzzpTvoG7WGeAwWGA3WBCRJQTlMMQ4F/MLEKATdcg0OmDWG2DWGWHWGXFN94uQY85I6TgpOXmWTFxaOBhLy9ZDUWN/z5EVGUvL12Ncx2HIMTtbaITpIcuxQywMmBG1rGHDbMjK0mHOHE9cv/8AwJdf+uB2y5g8ORMGA0NmRERERESnCldQETXil7/8JV577TXNdv/85z8xbdq0tIwhKyv2LlEtFfLROo/WOBNpyzklj3MiIiIiavu++y6IsjLtarJjxzohio3ffCsrK8P06dPx6aefJjWG8cUTMPLBaXDl50AF4A7XoypUp7lYoTECBNgMZvTN6Bz3IhYtqqri8IoVCMWxS7Sg16OouBh6my0l5yYiIiIiIiIiioUVzOITCCj49NN6bNwYSOr4Ll1MmDjRidxcQ4pHpk00GNBp0iTcIEkYe9ZZeO7jjzF3zRokWnutrq4Od911F9566y3861//wsCBA1M+VgGASaeHSadHV3sBQnIEnogffikIoGFTKJNogCiIkFUFekGETtRBANDNkX9cX+2lSln1mjXNOj7n3HNTNJLYimw5uKjDIHxe8Z1m9aCoLOHTsrWY0Gk4Moyn73VS7YBZ44/HEzBTVZUVlYiS0LOnGbfdlo1Zs2rh8cQXFt+6NQiPR8a117rgcDTxhUtERERERGnVPq7yECXg8ccfxwsvvKDZ7vnnn8cdd9yRtnFkZ2fHfN7j8aTt3Meqq6uL+bzWOBNpyzklj3MiIiIiatvCYQXLlmkH/fv1M6N7d9NJj6uqiqeffhpdunRJKlxWUFCAuXPn4j+zZ8GVn4OgHMHOujLs91UmFS4z6gzINjvhMFhSFi4DgNp161BfUhJX2w6jR8Ocl5eycxMRERERERERxRJPwMxobL8hBlVV8d13Afztb5VJhcvMZhHFxZm45ZasUxIuO0JnMqHjFVcgu0MHPDVtGhY88gj6FRUl1dfq1asxePBg/OpXv4Lf70/xSH+013cIh4I1CMlh6AQROkGEpMjwSyF4owGYdQbofwiX0emhm6MAI/L6x9U2JEWw+OBa+KOhNI8qfWQ59vPJVjCTZRWRSKIRUSI6Ii/PgDvuyEanTsa4jykvj2DGjGpUVETTODIiIiIiImoKA2ZEx/jTn/6Ep59+WrPd7373O/zyl79M61hycnJiPh8Oh9Me9HG73YhEYldISCTkwzmlB+dERERE1PZ98YUPPl/su+R6vYAxY5wnPb5z50706tULjz/+OGStO+2NuPPOO7Ft2zZMmTIFkqqgLOBGiefA0d2ME6ETRGQYbcgyOWAQU7v7pK+0FFWrVsXVNnvYMDh6907p+YmIiIiIiIiIYgmHY2/SYzKJ7bZKTk2NhP/8pwYffuhBIJD4ZkZnnGHBvffmYsgQa6t4DfVWKzpOngy93Y4eBQX44MEH8X833wyH2ZxwX7Is47nnnsOAAQPwySefpGG01Fb1yeyEobl94mrrjwaxpGwtQnLse/StVboqmAFI6nsSEf3IZtPh5puzMWiQJe5j6utlvP56NUpKTt/gKxERERHR6Up/qgdA1Fq89NJLeOSRRzTbPfTQQ3jiiSfSPp7OnTtrtjl8+DAyMzPTNobDhw9rtolnnIm05ZwSxzkRERERtW1ut4Q1a7R3KD7vPBtcrh//zJckCY899hief/55KEriN8F79+6NGTNm4Cc/+QkAYL+vEsvLN6IyWBvzOFmVgUZO5zLa4DI5ccBfmfBYtITdblQsXgyo2rvJ2nv0QPa556Z8DEREREREREREsWhVMDOZTn0wqqXJsorVq/34/HMvJCnxKkGZmXpMmOBEr16JB7fSzeB0ouMVV+DA3LmQQyGMGzwYlw4ciD99/DHe+eorKHFcxzrWvn37MHHiRFx11VV48sknccYZZ6Rp5KmjSBKiad641JCZCVHPpU9NGZTVDRE5ik01ezTbesI+fHpwHcZ2PAdG3en1mmrtqyaKyVUwAxoCZi5XMqMioiP0egGTJ2ciJ0ePFSu8cR0Tjap4771ajBrlwIgRtlYRICciIiIiag9OrysCRGkyY8YMPPDAA5rt7rnnHjz33HPpHxAAu92OnJwcVFdXN9lm37596NMnvh2nkrFv376Yz+fl5cFms8XdH+eUHpwTERERUdu2ZEm95g6sDocOF15oP/r/69atw6RJk1BWVpbw+fR6PR555BH8+te/htlshi8axJrKEuz3HUZQCmseXxv2Hd+fqIPTYINPCsEnpX63SSkYRNn8+VA0KuACgCknBx3GjOGNSCIiIiIiIiJqcZGIVsBMO+jQlhw8GMH8+XU4fDia8LGCIODcc2245BI7jMbW+7qZsrMbQmbvvw8lGoVRr8dvpkzBPZddhgXr1uGFhQsRCGtfbzvW3Llz8f7772PgwIGYO3cuevXqlabRN1/U48Het99O6zm6Xn89TDk5aT3HSVQVSjQKS1ERVFmGHAxCDoUARYFoNEK0WCDqdAgdOgTBYIAgntr36JCcXggrUWz3HNBsWx2qw/LyDRhddDb0YhNlv1ohVjAjav0EQcBPfuJAdrYeH37oiStYrqoqli6tR3W1hIkTM6DT8d4OEREREVG6MWBG7d5//vMf/OxnP4OqsUPY9OnT8fLLL7fQqBp069YtZshn586dGDNmTNrOv3PnzpjPd+vWLeE+OafU45yIiIiI2q5du0LYsUM7lDV6tANGo4hgMIj7778fM2bMSOp8w4cPx4wZMzBw4EDIqoJNNaXY6N4FSdHYArYRgiDArrfAZjAjXbf8VFlGxcKFiNbVabbVmc0oKi6GaDSmaTRERERERERERE0Lh2OHFIzG9rFoOhxWsHy5F99+G9C8R9+YDh0MKC7OQGHh6XGNx5yfj6LiYhz8+GOoP5RZyrLbcdNFF2HMmWfi6Q8+wNJNmxLqU1VVbNq0CX369MH06dPx4osvJrQ55+Dsngmdr71SVbUhPBYMQg4EEHa7oUajUGQZUFVAECAaDD8eIAhQotGjH6GqqoaH9XqIBgMCBw5AZ7NBb7VCNJlabB6CIOC8vH6IyFGUeg9ptq8IuPF5xSaMLDwTotB6A5zH0g6YNf791WwWIIoCFKXp45MNmEmKDG80kNSx8XIYrKdVEJAIAAYMsCAzU4d33qmFzxffvacNGwKorZVxzTWuuIKhRERERESUPAbMqF2bM2cObr31VihK7AtC1157LWbMmNHiu9wPGDAA3377bZPPb9++Pa3n37FjR8znBwwYkHCfnFPqcU5EREREbZMsq1i8uF6zXadORgwcaMGyZcswbdo0uN3uhM9lt9vxxz/+EXfffTd0Oh0OB2ux6vBW1Ia9yQwdJp0RToMV+jTvzlv5xRcIHDyo2U4QRRROnAiD05nW8RARERERERERNSUc1qpg1vYDZiUlISxcWIf6+sQ3MzIYBIwc6cDw4TaI4un1Wlk7dUKHceNQsXAh1GPWJhRkZuLl6dOxYvNm/OH991FeW5tQv6qq4rXXXsN7772Hl156CbfcckuLr2loC1RVheTzIVxdjbDbjYjbDf++faj55pvjQpByMJhc/5IEWZIQKCs7+pig08GQmQl7164w5+bClJsLY1YWRH16lnGJgogLCwYirEgo9ze90ewR+32H8dXhLbgw/4zT4j0la3xLaaqCmSAIsFhE+P1Nd5BswMwbDeDDvV8ndWy8Jnc9Hy6TI63nIEqHoiIj7rgjB++8U4NDh+KrZLp3bxgzZ1bjuuuykJPDJa9EREREROnC37ap3Zo3bx6uv/56yBpXmiZPnoy33noLYpoXRjZm8ODBeOONN5p8fsOGDWk9//r162M+P3jw4IT75JxSj3MiIiIiapu+/TaA6mpJs93w4RKuueYazJ07N6nzOJ1OrFu3Dj179kRIjmD1oW3YUacd2mqMThDhNNpg0hnSVrXsCM/338MT5+7OeRdfDGtRUZpHRERERERERETUtPYcMKuvl7FoUR22bQsldXyvXmZMmOBEZubpu8TF0aMHlEsvxaGlS096buQZZ2B4r1742+LFeGvlSsgaG+SeyOfzYfr06fjzn/+Mt99+m/dSY5CCQUTcboTdboSrq4/+txKJHN8ukFyFvXipsoxQRQWkurqjjwmiCGNWFkw5OTDl5sKcmwtjTg70FktKzqkXdbi08CwsPrgWVUGPZvtddWUwiQYMy+3T6kNmyVYwAwCrNT0BMyKKLSNDh+nTs/H++x5s3x7f7wc1NRJmzqzGNde40L17y1WCJCIiIiJqT07fq29EzbBkyRJcc801iEZj74Iybtw4vPvuu9CnaZcoLWeffXbM5zdu3AhZlqFrarulZpAkCd99913MNslcmOacUotzIiIiImqb/H4Zn38eu3qYqqrw+RZhxIhfwutNrtLY5MmT8c4778BoNGJnXRm+qdqOsBzRPvAYHaxZAATkmjPQwZoFnZD+zTkCZWWo/PzzuNpmDhqEzIED0zsgIiIiIiIiIiIN4XDskILJ1PIbnqaboqhYuzaA5cu9mvNvjN2uw7hxTvTvb271AZd4ZPTvDyUcRuUXX5z0nM1kwq8mTcLlQ4bgydmzsWn//oT737ZtG84++2xcf/31eOWVV+BwtL7KRtVr1jTr+Jxzz42rnRKJIFxT82OYzO1GpLoaUiDQrPOnk6ooDVXUqquBkpKjj+sdDph/CJ0d+TA4nUl9TRhEPcYUnY2FB75FbVj7mvKW2r0w6Qw4K7tHwudqSdoVzGIHzGJhwIwofYxGEVOnurBsmRerVvniOiYUUvDf/9ZgwoQMDBliTfMIiYiIiIjaHwbMqN35/PPPMXnyZITD4ZjtRo4ciQ8++ABGo7GFRnayoUOHwmw2IxRqfKcWn8+HdevWYdiwYSk/9zfffINAjIurZrMZQ4YMSbhfzim1OCciIiKitmnFCi9CoaZvXNfVlWHevF9iz56vkuo/MzMTc+bMwahRo1Ab9mLZwe9wOFCTVF9WvRmdbLmw6ltmt8hofT3KFyyAGsdOztZOnZB30UUtMCoiIiIiIiIiotjaWwWzw4ejmD+/DgcPJraZ0RFDhlgxapQTFkvbCt65Bg+GHAzC/e23jT7fr2NHvPPAA3hv1Sr8dcEC+Jq4XxvL22+/jSVLlmDevHk4Z/gwTO56fnOHHZPDcOoW+KuKclI1srDbjWh9PZDGCmQtSfJ64fN64SstPfqYaDQ2VDo7ttpZdjbEODZPNumMuKzjEHyy/xt4o9qBu/XVO2HSGdAvs3Oz5pFOiqJVwazp56zW2N97GTAjSi9RFDBmjBM5OXosWFCn+fUMNHzNz5/vQXW1hNGjHRDFtvU7FBERERHRqcSAGbUrq1evRnFxMYLBYMx2F1xwAebNmwez2dxCI2uc2WzGBRdcgGXLljXZZunSpWkJ+cQ6JwBceOGFSb0+nFNqcU5EREREbU9FRRTr1zf+N4uiyPjmm39j2bKnISdYaeyIa665Bm+++Sb0RgPWVu3A97WlUJNYbKETdCi0ZiPb7ERL3bqTw2GUzZ8POY6FNYaMDBSOHw9BbFuLkIiIiIiIiIjo9KQdMGsb1zCiURUrV3qxapU/rkXiJ8rNNaC4OAOdO5+6jWDTLfu88yCHw/Bs2tTo8zpRxHUXXIBLBw7Esx9+iEUbNyZ8jurqaowYMQL33nsvXnzxRYht4BqZKsuI1NZCCgYhBwINH6EQdO3w3rESiSBYXo5gefnRxwRRhNHlaqhydkzFM73FctLxVr0ZYzsOxYID/0NQir05MwCsqdwGo6hHD2dhSueRKumtYJa6oOIG965mHT84u2eKRkLU+px9thUulw6zZ9ciGIwv2Ll6tQ9ut4QpUzLbzO9RRERERESnGn+zpnZj/fr1GDduHHy+2CW1hw0bhk8++QQ2m62FRhbb6NGjYz7/wQcfpOW8c+fOjfn8mDFjku6bc0odzomIiIiobVFVFYsW1TUa+Dp8eBtmzBiPJUueTCpc5nK5sHz5crz33nuolOrxwd6vsKlmT1LhsiyTA/0yOyOnBcNlqqri0KefIlxdrdlWNBpRVFzcLheXEBEREREREVHrFA7HXizdFiqY7dkTxiuvVOGrr3wJh8t0OgGXXOLAT3+a06bDZQAgCALyLr4Yjj59YrbLz8jA/91yC567/npYk7zO9be//Q1dunTB9u3bkzr+VFAVBUo4DMnnQ6S2FqHKyoYwVUUF6rdvR2D/foSrqyEFAlCVU1ddSpUkKNFoox+qJLX8eH6o5lZfUoKqr77CwQ8/xO5XX8Xu117DwXnzUL1qFbw7dyLi8UBVVTiMVlzWcSiMOoN236qKLw59jwO+qhaYSeJkuTkVzLQCZqxgRtRSunUz4fbbc5CdHX/NhB07Qnj9dTfq6jSSpkREREREFBdWMKN2YfPmzRgzZgzq6upitjvzzDOxePFiOJ3OFhqZtquuugq/+tWvmnx+/fr12L59O/poXHxOxJYtW/D999/HbDNlypSk++ecUoNzIiIiImp7tmwJYf/+48NjkhTCF1+8iK+++htUNbmb2VOnTsVrr70G1ShiefkG7PMeTqqfPEsmRhYNRoHFldTx8XAYrI0+7l69Gr49e7Q7EAR0GDsWpuzsFI+MiIiIiIiIiCh5kYhWBbPTN2Dm98v49FMvvvsukNTxXbqYUFycgZyc9rOERRAEdBg9Gko4DP/evTHbXn7OORh95pn4w+LFeH/FioTPdfDgQfTv3x8PPfQQnnnmGQhC63mvOXv3hmAwIFJTg4jHAzkQgCrLgChC0OkgeTyneohNCrvdEHQ6iHo9BIMBgig2hM4iESinIGDWFMnng+TzwV9aevQx0WA4WulsuMuGL9QKwGyCEKPSnaqqWFGxEZcVDUGBNaslhh639FYwY8CMqCVlZ+tx++05mD27FqWl2hUWAeDw4ShmzKjGtGkudOzYtkPqRERERETpxgpm1Obt2LEDo0aNgtvtjtmuf//+WLp0KVyu9C2UTEb37t1x3nnnxWzz8ssvp/ScL730Usznzz//fHTr1i3p/jmn1OCciIiIiNqWaFTF0qX1xz22d+9q/OMfI/Hlly8lFS5zuVz49NNP8fY7s7AnXIkP9n6dVLhMJ+pwdk4vTO56AfpldobL5Ejbh148eTvZ+u3b4f7227jGmjtiBOz8nZGIiIiIiIiIWhFVVREOawXMTr/lG6qqYuPGAP7+96qkwmUWi4jLL8/ELbdktatw2RGCTofC8eNhKSzUbGsxGvH05Zdj+YwZ6NGjR8LnUhQFf/rTn9CtWzeUlJQkM9z00Ong270bwYoKyMEgIAgQDQaIBgMEfet5Twg6HUSjEXqbDcbMTJhzc2EpLISlQweYcnNhzMyEwemEMSsL5oICWAoLYc7Lg9Hlgt5mg2g0xgxvtTQlGkWwvByeTZugrPwfeq3aDc/atfB8vwneHz4fkbo6KNHoccfJioyl5evhDtU30fOpoV3BrHkBM1VNrCJjIlQAYVmCNxqENxpESI4ifWcjOj1YLCJuuCELZ5/d+IaEjfH5ZLzxhhubNwfTODIiIiIiorav9Vy9IEqDvXv34tJLL8Xhw7EXUPbq1QvLli1Dbm5uC40sMbfeemvM5//973+joqIiJec6ePAg3nrrrZhtbrnllmafh3NqHs6JiIiIqO356isf6uoatloNheowf/7DePPNq1Bbuy+p/qZNm4a9e/di0AVDMW/fanxbtR2SkvjOuUW2HEzuMgJnZfdoNPyVbqHDh3Fo2bK42jr79oVryJA0j4iIiIiIiIiIKDHRqKoZUDAaW09VqXi43RLeeqsGH33kSarCz8CBFtxzTy7OPtvaqipqtTTRYEDR5ZfDFOdahSK/H6v+8x+88MILMJlMCZ9v37596N+/P/7f//t/iJ4QHjoV/Hv3Qg6FTvUwjhJEEabsbNh79oS1Uyc4+/SB66yzkDV06I+BMbsdoil2tS9BFH8MpLlcMOflIeucc5A5aBAcPXs2hNOKiqCzWFpwdk3LlwwY7LVADgQRrq6Gf/9+1JeUoGb9etRsWI/67dvhP3AAYbcbIb8PSw6uRV3Ef6qHfZR2wKzp57QCZqqqIhhMfeRLBeAyOaEXRIiCALPOCLPOCJ0gwqQzoJOtda5fImopOp2A4uIMjBnjjPv3BElSMXduLVau9KY1GEpERERE1JYxYEZtVnl5OS699FIcPHgwZruuXbti+fLl6NChQwuNLHE33ngj8vLymnw+EAjgkUceScm5fvWrXyEU4wJufn4+brzxxmafh3NqHs6JiIiIqG3xeCR8/bUPqqpi69ZP8Le//QTr17+dVF8ulwsLFy7EG/99E98HD+CT/f9DbdibcD9WvRmXFJ6FMUVD4DTakhpLc0l+P8oWLIAqaQfjzPn5yL/00na9IImIiIiIiIiIWiet6mUAYDKdHtc0ZFnFl1/68MorVSgtDSd8fGamHjfckIUpU1yw21t+M6PWSGcyoeOkSTBkZMTVvvabb3DTRRdh3759mDBhQsLnU1UVf/3rX9G1a1esWrUq4eNTRZVlRL2JX7dMFYPTCXu3bsgaOhQdxo5F1+uvR6+770bXG25AwSWXwFpUBKPLBZ3ZnJJrjoIgQG+1wpSTA1vnzigaPx497rgDPW67DUWXX46cESPg6NULxsxM4BRc4yyKGjHIf3LgTYlEEfF4ECwvh3fXLtR+9x3K/vc13l0wE6UrPoXn++8RPHTopGpnLUmWYz/fnApmAJIK0TZFUVX4pRCqgnWoDNZCVhUYRN1xHxE5irKAGzIDMtTOCYKAESPsmDbNBaMx/mWun33mxQcfeCBJ/BoiIiIiIkpU66knT5RCVVVVGDVqFPbs2ROzXceOHbFixQp06tSphUaWHLPZjPvvvx+//vWvm2zz1ltv4YorrsDkyZOTPs+cOXMwa9asmG0eeOCBpHZCOxHnxDkdqyXnRERERNQaLV3qRU1NORYu/DW2b1+SdD/XXHMNXnnlFbh1Qcwt/QphOZJwH4IgoH9mZwzO7gWj7tRdNlAkCWULFkDy+TTb6m02FE2cCFHPyxxERERERERE1PrEFzBr/fsDHzgQwfz5daisTDxIIooCzj3Xhosvtie0SLy90Nts6HTlldg/ezYkv3ZlqMqVK9HhssuwYMECLF68GNdddx1qa2sTOmd5eTnOP/983HzzzXjhhReQmZmZ5OiToyqpC+3EordaYczOhik7u+HfnByYsrIgGo0J9ZNz7rkpH5sgCNDb7bDb7bB363b0cSUSQdjtRriqCuHqaoR++Deejbiao2vEhKioYqsldlU5VVZQ5/Ngcd03OH+zDSZVBAQBRpcLptxcmHNyYMrNhSk3F3qrNa1jBtJbwQxITcBMUmV4o0EEpDAUVbu/sByFJ+JDlskJHTdVo3auTx8zpk/PxqxZNaiv10iU/uD774PweGRMncpAOxERERFRIrjyitocj8eDMWPGYNu2bTHbFRQUYPny5eh2zEW61uyBBx7Av/71L+zfv7/JNjfffDOKioowbNiwhPtfs2YNpk+fHrNN586dcf/99yfcd1M4J84JODVzIiIiImpN9uwJ4o03/omlS59GNKq9eKQxmZmZeOONN/CTsZdideVWHArUJNVPjjkDI/IHIMfsTOr4VFFVFYdXrEDo0CHNtoJOh6LiYujt9hYYGRERERERERFR4sJh7TBBa65gFgopWL7ci7VrA1CTqKhTWGjE5ZdnoKDAkIbRtR0GpxMdr7gCB95/H3IodsAHAA4tXQrRZMLYsWNRVlaGu+66C2+++WbC533zzTcxb948zJw5E1deeWUyQ0+KoNNB1So9lQDRYPgxQHZMoKwlAk6pJhqNsHToAEuHDkcfUxUFEY/naOgsXFWFUGUl5GAwpefuFTIjIqjYZdauUOjVyfif3Y/zvHYYVCBSU4NITQ2827cfbaO32RrCZjk5MP8QOjNkZqakKtwRrbmCWUSRUBn0wB2uhy+a2OdKUmTUhL3INjkgMmRG7VxBgQF33JGDd9+tRVlZfJsrHjgQwcyZblx3nQt5efwdhIiIiIgoHgyYUZvi8/kwfvx4bNy4MWa7nJwcLFu2DL17926ZgaWA1WrF888/j6uvvrrJNl6vF2PGjMF//vMfFBcXx933xx9/jJtuugk+jcoAf/3rX2GxWOLuVwvnxDmdqjkRERERtRabN2/BFVdMx+7d3yTdx5VXXom/v/IPHBTr8PG+VXHtfnoio86AoTm90TujCKJw6neQrl2/HvUam4YcUTB6NMz5+WkeERERERERERFR8uKrYNb6wgOqqqKkJISFC+vh9SYeBDIaRYwc6cCwYVaIYuubX2tkyslB0aRJOPjBB1CisSvFqYqC8k8+QcfJk2EtKsIbb7yBu+++GxMnTkRVVVVC562trcWUKVNw22234cUXX4TNZmvONOIiiCJ0JpPmPE86ThCgs1igs1qRdc45cPToAVN2NvQOR0pDS62NIIowZWXBlJUF9Olz9HHJ728Im/0QOgtXVSHi8QBJhEGP6B80Iyqo2GfSDnHU6mV84/DjXK8NOpz8+kt+PyS/H/69e48+JhoMDUHA3NyGMOAPATTRkFwARLuC2cnjUiQJUY8HKgBz1ANJaroPb4WMcE5i6xUqA1XY6z2E2ogfQPKfC0mRUBP2IsvkSLoPorbC4dDhlluy8dFHHmzZEl9g0+OR8Nprblx1VSZ69TKneYRERERERKc/BsyoTbn22muxevVqzXZTp07F6tWr42qbCh06dMCECROa3c9VV12F6667DrNmzWqyTV1dHSZNmoRrr70Wv/nNb9C3b98m227duhW///3v8d5772me+/rrr8eUKVOSGncsnBPnpCVdcyIiIiI6lcLhMJ555hk8/fQfIUmJLaA4IiMjA6+++irOG38JvqjcmvDup0f0cBbinNw+sOpNSR2far7SUlR9/XVcbbOGDoXzmMUUREREREREREStUXwVzE79pj/HqquTsXBhHbZv166k1Zjevc2YMCEDGRm6FI+s7bMUFKBw4kSUffwxVCX2e0eVZZTNm4dOU6bAnJeHYcOGoaKiAnfeeSdef/31hM/92muv4bPPPsMHH3yAM888M9kpxE1ntUKqrm70OVWSADRU89KZzRD1emQOGgSd2QxBbPh6yTrrLJhyctI+ztZMb7NBb7PB1rXr0ceUSARht/totbPQD/8eeU21CBAwKGBBVFBRbtS+fl2tl7DOHsBQnxViIyGzEynRKIIVFQhWVBxzUgHGzMyGsFluLsw/BND0cYQdtQJmYiPfXqMeD/a+/TYAoGC3L2YQ2COZsHeTUXMcAFCjk7DTEsY+YxjuzplJh+aOG+sPITNJlaEX+D2V2jeDQcBVV2UiJ0ePlSu9cR0TDiuYNasWY8c6MWyYtU2HkYmIiIiImosBM2pTvv/++7ja/f3vf0/zSI530UUXpSRgBgD/+te/sH79epSUlDTZRlVVzJo1C7NmzcLgwYMxYsQIdOvWDXa7HV6vF6Wlpfj666/x3XffxXXOvn374p///GdKxt8Yzolzakq650RERER0Knz99de44447sC3OCl2NKS4uxgt/fwl7dR4sLVuXVB9Oow0j8vqj0Jad9DhSLVxTg4rFi+PaXdferRtyRoxogVERERERERERETWPVgUznU6ArpVkBhRFxbffBrB8uReRiHYw7kR2uw7jxzvRr5+ZC7ibwda5MzqMG4fyhQs1r5UpkQgOfvQROl99NYwuF3Q6HV577TXceeedmDBhAtxud0Ln3rNnD4YMGYLnn38eP//5z9P6eYy43QgdPhyzjajXw+B0AgD0VmvaxnIsQ2Ymul5/fdrPkS6i0QhLhw6wdOhw9DFVURDxeI6GzsI/VDyT/P7G+4CAs/1WSIIflQbtYFqFIYrvrEGcFbBAiCNkdhJVRaS2FpHaWnh37Dj6sN5qhSk3F/LBg4BeDzgcgNV6XGpM1iiwqPX91WAQYn6fjkZjfw2qUFFpkLDTHIZbH1+IL1FRRcLu+gr0cBZCL7SuQDJRSxMEAZdc4kB2tg4ff1ynGTIFGtYzLVpUh6oqCePGORutbEhERERERAyYEZ127HY7lixZggsvvBD79+/XbL9hwwZs2LAh6fN17twZS5Ysgd1uT7oPLZwT59SYlpgTERERUUuqr6/HI488gldeeSXpPhwOB156+SUMKb4IX7l3QVISv1mtE3UYlNUNA13doBdbycolAHIohPL586FEIpptTdnZKLjsMi5SIiIiIiIiIqLTQiQSe+GzySS0iuschw5FMX9+HcrKtK/PNGboUBtGjXLAbGb4IRUcPXsif+RIHF6+XLOtHAziwIcfovPVV8PgcAAAhg8fjvLyctx888149913Ezq3LMt44IEHsGTJErzxxhvIy8tLag5aBL0eotEY85qgHAo1hOxa8GtE1OvbXGU0QRRhysqCKSsL6NPn6OOS3380bBb64d9IbS2gqtBBwDk+G1Y5fKjVa6S4AOw3RWBQBQwImpMLmTVCCgQg7dsHubQUQjgMAFB1uoagmcMBKb8AOm8WVLMLqq7xamFaQRKDIfbzTQXMFKgoM0axyxxGvU779TmRrMpAEzleWT25v4AUwu76cvR0FkLHkBkRBg2ywuXS4913a+H3x/c1uHatH7W1Eq6+2sXfV4iIiIiIGsGAGdFpqHPnzli+fDnGjh2L3bt3p+08PXv2xOLFi9G5c+e0neMIzil5nBMRERFR6/fxxx/jnnvuQVlZWdJ9XHbZZXj25eex11iHb6u2J9VHoS0HI/L6wWm0JT2OdFAVBeWLFiHi8Wi21ZnNKCwuhs5kSv/AiIiIiIiIiIhSQKuCmdF4ahc4R6MqPv/ci9Wr/VAU7SogJ8rNNaC4OAOdOxvTMLr2LfOMM6CEw6j66ivNtpLXi4MffohOV18NvcUCADAajXjnnXdw4403YurUqfD5fAmdf9GiRRg0aBDeeustjBkzJqk5aNFZLDEDZqqiQA6HoTOb03L+9k5vs0Fvs8HWpcvRx5RoFGG3+2i1s0uqDmN5qBR10A6f7jaHYVQF9A6l7/MlyDLg8QAeD6RDlcg5UA5AgGRyImrJQtSSDcmchaglC4rBmvKAmQQV+00R7DaHERATr/R4RG244etRJ+ggCICkaAdkGkJmFejh7KDZlqg96NTJiDvuyMasWbWorIzGdczu3WHMnFmN667LQlYWl88SERERER2LvyETnaZ69uyJb7/9Ftdeey2WLFmS8v7Hjh2LWbNmweVypbzvpnBOieOciIiIiFq3iooK3HfffXj//feTOl4QBFitVjz3/J8xaNKF2FB/EGoo8UU+Vr0Zw/P6oqs9P+W7YSuShGgcwbBYqlevRn1JSZPP68xmCKIIQRRROGECjBkZzTofEREREREREVFLCodjBxBMplNXvWz37jAWLKhDba2U8LF6vYCf/MSO88+3awY4KHlZQ4ZADoVQs3atZttIbS3KPvoIHa+88rgNmsaPH489e/Zg6tSp+OyzzxI6/+HDh3HZZZfh//2//4c//vGPMBpTGyTUWSyI1tXFbCMHgwyYtSDRYICloACWggIAQD6ADtEg5u1YCU+dG1IgADkQgBTwQ4mcHOjYZgnBoAroFk7/JmHq0cvlKvThOujDdbB4So8+r+jN8H3WGVXVhTDl5sKUkwPjCWsRjgTMHIc2NHoOoVZAtd+AqA44kG3EgWwDIvqTv+dZO3ZMaOx6UQ+73gyz3ghVVeEOeyEp2t+L/VIQu70ViMYRSCNqDzIz9bjttmzMmVOLXbvCcR1TXS1h5sxqTJ3qQpcu3NCQiIiIiOgIBsyITmMulwuLFy/Gm2++iYcffhiVlZXN7jMvLw9//vOfcdNNN6VghInjnOLDORERERG1fm+99RZ+/vOfo05jcURjMjKK8Oyzf4PJVItuQ/uh3BrAjrqDCfcjCAL6ZXbG4OyeMOkMCR8fj6jHg71vv5308aHKSvj27InZJnPQIOitVuRddFHCN+mJiIiIiIiIiE41rQpmpyJg5vfLWLKkHps2BZM6vmtXE4qLM5CdzWUnLSFnxAjIoRDqNm/WbBuqrET5ggUomjQJov7Hz0/u/2fvv+OjKvP+8f91nXOmzySTSS+EAAECCFIVBRQFlCbFruyut4o/d729P7tu161f3XV373vLvevqva6uuq5lrdgFe8UCIiBICzUN0pPpM6f8/oiUkGTmTAok4fV8PPLQzLmuc97BZCTnOq/rnZ2NN998E3fffTduueUWqGpqocI//OEPePvtt/H4449j1KhRKX8NAJA1fXqnrzdv3gw1FOpynlAU+CZP7tY1qXe4LA4sGjkLL1d8irB6NMChx+NtgbNgEGoo1PbvkTC+cIZhMQSKYn3b2dBIsh+bpEagHqpAY6zmyGtCUSDbbAjs2dPWwU1VIHS5y3OEFYGdeVZUZVqgSj1/v7ZKClwWB2yyBYfPJoSAz+ZBY7TVVCezYDyM92q+wLKSs6FIXddOdKqw2SRcfbUPa9a04pNPgqbmhEI6Hn64ERddlI6JE519XCERERER0cAgnewCiKjnrrnmGuzZswd33303xowZ061zjBkzBnfffTf27t3bLwI+/Jo6x6+JiIiIqP/z+/34xje+gWuuuSblcJkQEs48cyV++9sPccW1c5A7dxz2WJsRUWMp15FlT8dFxdMxPWdMn4XLeiru9yO4d2/ygWgLmXknTOjjioiIiIiIiIiIel/yDmYn7tENwzDw+ech/PWvdd0KlzkcEpYt8+Kaa3wMl51AQgjknncePCNHmhofqqxEzauvwtDbf+8JIXDzzTdjw4YNGGnyXMfasGEDJk+ejAcffBBGsmRPCqw+X8Ljhqom7XJGfS/N6sKFRVNhPeZ+s2SxwJqeDkdBATylpciYMAGZU6chbdw47Byfh/Bpw+EoKIBk6Zt71Ga+DcVxmTBDVRGpq2vb/GzvXqByO9y1m2EJ1UGJNEGOBSBpEYTtBvaOsuPzyR7sz7b2OFxmk63ItKch054G+zHhssNkIeCzpZkOjB0KN+KN6g2mAmlEpwJJEliwIB2LFqVDMvnzqmkGnnuuGW+80dqr/18jIiIiIhqoeLePBpV9+/ad7BJOGpfLhZtuugk33XQTdu7cidWrV2PDhg3YunUrqqqq4Pf7EQqF4HQ64fF4UFRUhLFjx2Ly5MlYsGBBt24e9zV+TfyaiIiIiAaazz//HFdccQV27dqV8tycnDFYsuR/UFB0Okac78fz+3dANxI/fNQZi6xgatYojE4vgiT6774yWjQK/86dphbsHPn5yDnnnBNQFRERERERERFR7+svHcwaGlS89FIL9u6NJh/ciQkTHLjwwjS4XOyWczIISUL+hRdCi0YROnAg6fjAnj04+MYbyJs3D+K4hM348eOxadMm3HLLLbj33ntTqiMYDOK6667D6tWrce+998Lr9aY0vzNWnw+hysqEY2KNjbBmZPT4WtQzPpsH8wonY03l+i6DTUKSYHG7AbcbmyUZF549E0PsXsRbWhCtq0O0rg6R+npE6+qgBgI9qsdMHiRZ0OTwcaGrELqKQJqG6qFpaMyRAaECqg4taoEkyxBKqo/aCWTY3Mh1ZMAhm+vmFtdV7GqtRlRLvvFcdbABb1Z/jjkFk9jJjOgr06a54PMpePLJpqQh/8M++CCAhgYVy5d7YbX237U1IiIiIqK+xoAZ0SA0atQojBo16mSX0av4NQ0Mg/FrIiIiIjLDMAz89a9/xfe+9z3E4/GU5sqyDeeeewvOPvubiDoDEOO3oqKbuyQOT8vHGdmj4VTs3Zp/ohiaBv/OndBN/FnJNhty586FkLk4TkREREREREQD08kOmGmagQ8/DOC99wJQ1dTvO2VkKFi8OB0jRtj6oDpKhZBlFC5ahMrnnkO4pibp+NZt2yDb7cieNatDyMzhcOBvf/sbFixYgF/+8peora1FdXW16VqefPJJfPLJJ3j00UcxY8aMlL+WYylOJxSnE2oo1OWYWFMTDF2HkPjg/8mW68jA+QUT8UbV50k3SVN1Da9XbcCComnI9Hph9XrbdeJTQyFEvwqbHf7n4f/WZnSng9nxZBkwADT7bKgu8aA1o+3+uq7YYXy1iZuQJUASgGHA6vVCKAqiDQ1dn9MQyLJ6kOfNg01K7fE8i6SgNK0A5a1ViGrJ76FXBevxds1GnJc/kSEzoq+MGGHDypWZeOyxJjQ1qabmbNsWQXNzA666yoe0NP4sEREREdGpiQEzIiIiIiIioh5obGzE9ddfj+eeey7luSUlZ2Hx4v9GenYh6tN3I+ppxJklLgCpPVSUZnXh7JyxKHBlplxDX6j/+OOEx2MNDVDD4S6PO4uKALQ9MOMZPRqKvX8H5oiIiIiIiIiIEknWPcNm67vAzIEDMbz4Ygvq6lLbFAlo6+pz9tkunHuuBxbLiemyRslJVisKlyxBxTPPIFpfn3R80+efQ3Y4kDltWqfHly5diiVLlqCxsRErV65M6T7n/v37cc455+AXv/gFbrvtNijHdHeyeL0oWbHC9Lkay8rQuGFDwjG5s2fDOWRIu2vQyVHkysa5+RPwTs0mGElSXjEtjjVV67FoyJlIt7raHVOcTijFxXAVFx95TVdVxBoaEPmq21m0vh6oqACiHbsvmutg1vUxHUCdz4Iv8+2IWtsHSgwhAV8FzCDJR/413traZTc9qyEwLGJDVlzGVrsPSorhsiPnkRSUphViV0sVYnry9++KQB3eqdmE8womQhYMYRIBQHa2BStXZuKJJ5pw4EDyjoAAUFMTx3331ePqq33Iz7f0cYVERERERP0PA2ZERERERERE3bR27VpceeWVqKioSGme3Z6OefN+homTroDffRCVns+hSxpKS+wpPawjCQmn+4ZjvG/YgNmZNN7amjBcdoQQ8JSWQnE6+74oIiIiIiIiIqI+FIud+A5mkYiON97wY/36YLfmFxZacdFF6cjL48PV/ZFst6No6VIceOopxFtbk46vX7sWss0G74QJnR4XQiAzMxPPPvss7r33Xtxyyy2IRCKmatF1Hb/4xS/w8ssv46mnnkLxV0EhSVFgy8oy/TX5pkxB6/btCcdEGxqQMWmS6XNS3xrmyUNMi+PDQ1uTjo2oMaypbAuZuSyJNxSTFAX23FzYc3OPvLbL50P00CHA72/7aG0F/H4YoeQJs+O79wGABgOVPgv2Z1sQtEgItWiQE+RPdN2AJLWdxzAMxIPt31vtcQOnhRwojlphgUCrrCWtKxmrpKA0vRDlJkNmBwK1eKdmE2bnn86QGdFXXC4Z3/hGJl58sQWbNnXdJfNYfr+GBx6ox8UXezFmjKOPKyQiIiIi6l8YMCMiIiIiIiJKka7r+N3vfoef/vSn0PXEO1Afb9y4izB//u1QMhyo9m5GzNK2EO10yigoMP/AToErC2fljOmw42t/poXDph54Adq6mHW1CywRERERERER0UASjSYLmPVeEMAwDHz5ZQSvvtqKQCD1gIPVKmHOHA+mTXMeCVNQ/6S43Si6+GJUPPUU1GDyIOGhd96BZLMhbfToLscIIfDNb34Ts2bNwlVXXYUvvvjCdD2ffvopxo4di4ceegiXXnqp6XmH2bKyYPX5EGts7HJMYPduGOedByEPjM22TgWjvUMQ1eNYX7cz6dhAPIw1VeuxcMgZsMvWlK4jhABcrraPvLwjr8dabWjYmAVLpBGWcCOUcAMs0eZ2rc2O7WAWFwb22aLY5QyjxbC1ndvE9Y/vlGbE2wJfrqiOoXUx5DeryPHajhx3aRKW5E2BzedL6evsTCAWxhs1GxGKt9+4zSZ3XE/Y7z+E97AZ5+ZPgMSQGREAQFEEli1LR1aWgjffNLdGFY8beOKJJsydq2HGDFenQVUiIiIiosGIATMiIiIiIiKi46i6Bn+8850Maw/V4sZrV+Ldt95J+bySpGD63G/CX1yPkK0Jx65HjSy1wcwzOw7FhjOzyzDMkzegFrT0eDzhwyHHsmVlwVFQ0McVERERERERERGdGNFo4g2KrNbeucfT0qLh5ZdbsHOnuc5Txxs92o6FC9ORns7wzkBhTU9H0bJlOPD009Cj0cSDDQMHX3sNktUK97BhCYeOGzcOn376KX74wx/irrvuMl1PMBjEZZddhmuvvRZ33XUXXK7UNsfylJai4dNPuzyuRSIIVVbCNXRoSuelvjU+YxiiWhxfNO5NOrY5GsBrlZ9hftE0WOWeP7amKzbEPAWIeY65n6yrUCLNR0JnjgIVkWAdyiU/9ttiiAsDevy4xFiSt+HjA2beKFBcHUF2q9rpVBkCGRYXbDZPt76uY2XYPLjENgOvVKxDSE3+/r7XfxCAwLn54xkyI/qKEAKzZrmRmSlj1apmxI9/D+jCG2+0or5exUUXpUOWB86aHBERERFRdzFgRkRERERERHQcfzyEVfs+7PD61g834O/f/28Emlq6dV5XbjZ25byNtOx8pAXzIOttO4xmZSnIyEj84I4QAmXpQzA5a2SnO5P2V7qqwubzId7SAltOTofjhqoi2tBw5PPDD7gMpPAcEREREREREVFXdN1I+hCzzdaz+yC6buDTT0N46y0/YrHEYbbOeDwyFi5MQ1mZnfdkBiBbVhaKlixBxapVMFQ14VhD11H9yisoWr4cziQbPNntdvzlL3/BBRdcgGuvvRb19fWma3rwwQfxzjvv4Nlnn8XEiRNNz/OMHJkwYAYA/vJyBsz6GSEEpmaNQlSLY2dLZdLx9ZEWvFn9OeYVToYi9SzQquudvGdJClRnFlRnFlrlMCrPDeFAxIt4JAx7MAhLKIRYUxOiDQ1HfmakJO99hwNmWX4NQ+tiKEjLQaTVXCek3pBmdWHBkGl4peJThNUkYVIAe/01kITArLzTGDIjOsbYsQ54vTIef7wJfr+5Tq8bN4bQ1KThiisy4HTy54mIiIiIBjf+jZeIiIiIiIgoCTWu4uk/PIg/Xv+T7oXLhEDpgvMx8zffRtqw/OMOCYwYbks4PcuejouKp+Os3LEDIlxm6DrUQACR2lpEDh5sC5AJAcli6fAhlKN73whZhi0zE0LmLtlERERERERENDhEo8k7ZPQkYFZTE8f99zdg9eqWlMNlQghMm+bCf/5nNsaMcTBcNoA5CgpQuGgRhJT8MSBDVVH1wguI1NWZOvfixYuxadMmzJ07N6Wa9u7di6lTp+KPf/wjdN3c96Y1MxPWjIyEYwLl5TBMno9OHCEEzs4dixJPXodjuqEjrEbbfexprcbLBz5BQ6QFTVF/0o+AEUUQsY4fRhQxJQgd7b8nopYADmXsQEXO5ygPVEI3dMg2G2w+H5xFRXCPGAFHXh4cBQWwZ2fBcKbBSPAemFkXw5m7Qpi0L4xs3Qqbz9frf4bJpH8VMnMoidcTDtvdWo0PDm2FcXz7NaJTXEGBFTfckIX8fPPrbfv3R3H//fWor08c5CYiIiIiGujYwYyIiIiIiIgogfqqQ/i/b9+JfVt2dmu+Kycbp3/zCvjKhnV6fEiRBQ5H5w9+WGQFUzJHosw7pN/vMmpoWtuur/X1iNTUpLxoLYRguIyIiIiIiIiIBp1oNHkQxmZL/b5PLKbjnXcC+PjjIHQ99fBATo4FF12UjiFDrCnPpf7JVVKC/AsvRPXq1UfbLXVBj0ZR9dxzGHLZZbB6vUnPXVBQgDVr1uD3v/89brvtNmiaua4vmqbhe9/7Hl555RU8+uijyM3NTTheCAFPaSka1q3r+pyRCEKVlXAVF5uqgU4cSUg4J288Ynoc1cGGI69HtTi2t1R0GL+9pQIbGspR7M5Bsnjr3vg+REWsw+sRawOac1pRVDsRFtWJiLUFze4qhO3Nx9TV9dmFJEHY7JAsGoD2PzeypiGzNoK8igh8MuD2KTAkCc6iIhjxeJKK+4bX6sb8oql4tXIdImrHP4/jlbdUQYLAjNxxDBETHSMtTca112bi2WebsX17xNScxkYV999fj8svz8DwJBtHEhERERENVP376TQiIiIiIiKik2jDG2vxs8U3djtcNmzeLMz67S1dhsusVgnFQzt/iGeYJx+XlMzE2Iyh/TZcZug6QlVV8O/ejcYNG+AvL0esublbO6JaMzIgWflAExERERERERENLn3Rway8PIJ77qnH2rWBlMNliiIwZ04abrwxi+GyQcgzahRyzzvP1Fg1FELlqlWI+/2mxkuShB/+8Ie4+eabU67rzTffxJgxY7BmzZqkY90jRyYdEygvT7kGOjEUScacgknIdnhNjW+MtqIqWI/u9tgyjLZYWNDWiOqszajJ2touXAYAyXJVhq5DCjcfyZfJqo6Cfa2Y/O5ejNx0AJ7GWqC5DpFDh6BFIvDv2oXWnd1bM+gNGTYP5hdNg0029x6+s6USa2u/ZCczouNYrRKuuCIDM2a4Tc+JRHQ88kgj1q8P9mFlREREREQnDzuYERERERERER0nEongwZ/8CR8881q35jtz0jH6mxfBN2E44oggjggcsfQO44YPt0KR269up1mdOCtnLApdWd269okQra9H6/btaN2xA5HaWkTr6np0PovHA9np7KXqiIiIiIiIiIj6D3MBM3ObCwUCGtasacUXX4S7VcuwYTYsXpyOzEw+KjKYecePhxaNov7DD5OOjbe2our55zHk0ksh2+2mzv+zn/0Mu3fvxksvvZRSXU1NTZg/fz6+853v4Le//S1sts67v9iysmD1ehFrbu7yXP7ycuTMng0h9c+NuU51FknBvMLJeLViHZqiyQOMdZFmKJKMPEdGStcxYCAoImh11UCX4pB1SyejRJKAmYF4czOEocES05B/wI+cqiAUtf17t24AisMBxeVKqca+4rN5ML9oKlZXrkNUS95NbUdzBSQITM8Zw05mRMcQQmDevDRkZSl46aUWaFryv7fpuoGXXmpBfb2KCy5IgyTxZ4qIiIiIBg/eaSEiIiIiIiI6xs6dOzF94rRuh8uGLZiC6X/6FnwThicc5/ZIyM09uuAtCQkTM0dg2dAZ/TJcFvf70bh+PfY9+ij2PfooGj/7DGog0OPzWtLTYUnvGL4jIiIiIiIiIhoMYjE96ZhkHcwMw8CGDSHcfXddt8JlTqeE5cu9+MY3fAyXnSJ8U6bAN2WKqbHRhgZUPv889FjM1PjMzEy88MIL+Nvf/garNfUueP/7v/+LKVOmYMeOHZ0eF0LAXVqa8BxaOIxwVVXK16YTxy5bcWHRFLgtDlPja0INqIu0mBqrw4AfEdSIVrTIQeiS2uXYZBlENRiCtTmAUQcimPRhDQr2BzqEywDAgARLRmoBuL6WaU/DhUXTYJU7C9Z1tK35AD6t285OZkSdmDTJia9/3QeHw/zjtB9/HMTjjzchGk3+dz0iIiIiooGCdw6JiIiIiIiIvnLvvffi5ptvhqp2vSDdFbvPgynfW4qM00sRjiRfTBpWYsPhR4cKXJk4K2cs0q39Y/fTw7RoFIHdu9G6fTtClZVALy88K243nMXFaP3yy149LxERERERERFRf2Gmg5nV2nXArL5exYsvtmD//mi3rn/66U5ceGEanE7uP3wqEUIga8YMaJEIWrZuTTo+cvAgql56CYVLlkBSkj9KJITAjTfeiFmzZuGSSy7B9u3bU6pv69atmDBhAu655x5cd911HToqeUaOROP69QnP4S8vh3PIkJSuSyeWU7FjftFUPLX3/Q7HakKNnbzWBK/VBYfSMbjYpDUjLlTEoCIGDWkw13EvUbOutJCG3M0HkdUcR9CvIdDVbX0BxG3eftkxL8uehgsLp2B11XrEteTrGlub9kMICdOyRrGTGdFxSkpsuOGGLDz2WCPq682tE+7aFcE//tGAq6/OgNfLR3GJiIiIaODj32qJiIiIiIjolBcIBLB8+XK88cYb3Zo/ZM4ETPzPhbC4HWj1a0nHu90SPG4JdsWKM7PLMNyT328Wcw1dR3D/frTu2IHA7t0wuhG263BOVcWxa/OSxQJbVhbsubkw4vEen5+IiIiIiIiI6GRQVQONjYnvndTUxBEMdn2/SFFEpw8xq6qBTz8NYuPG1DuWAYDPp2Dx4nQMH27r1nwa+IQQyD3/fOjRKPzl5UnHhyoqcHDNGuQvWGA6SDN27Fh8/vnn+MEPfoC//vWvKdUXi8WwcuVKvPzyy3jggQfg9XqPHLNlZ8OSno54S9cdrQLl5cg599x+Gfqho9KsLpxXcDq+aNwLzUh279xAcywIIQTsx3TlUnUdYcQQQRzHR3aT7YnW2bdHgSsTo+wlqF33MrRQ2/1pWRaIufM7PUfUnY+YOw/jp7khy/3jPv6xsh1eXFg4FWtMhsy2NO6FBIEpWSP7zboEUX/h8ym4/vosPPVUE/bsMRfur62N4777GnDllRkYMiT1zp5ERERERP0JA2ZERERERER0Svvwww+xaNEitCR4WKErtjQnzv3RlRh2zgQAQFOzBmtMgyF0xJRQp3OEADK8CkamF+Hc/AmwHbNQfrIYhoFobS1atm2Df+dOaOHuPbjUlWhDA4QkQXY4IDudba/V1yNaX9+r1yEiIiIiIiIiOpEaG1Xcc09dwjEVFTHs3t31A8pWq9ThHM3NGnbujCAU0jFtmhMul2y6JkkSmDHDhXPO8cBiYXDgVCckCXkXXggtGkWooiLpeH95OaS33kLunDmmgyd2ux133XUX5s+fj6997Wtobm5OqcZVq1bho48+wlNPPYWZM2e21S1E0i5maiiEcHU1nEVFKV2PTrwMqxvD0/Kxu7UautFVm7DDDDTHAvDZPBAQCKoRhNUYoobaIVwGJA+YHf4+FkJgqDsXE3zDkGVPR+Xzz0MLHb2H31VOUbW6EXPltv27avTLgBkA5Di8uKBwCtZUfgZVTx4y29y4B0IITM4sZciM6DgOh4QVK3x45ZUWfPZZ52t9xwsGNfzznw1YutSL8eMdfVwhEREREVHf4TY+REREREREdEoyDAPf/va3MXPmzG6Fy0pmjcfXHvspRs2eBIskw1AlhPyAZMgQRte/bud6nRjjK8K07FEnPVwWb21Fw6efYt+//oX9//43mjdt6tVwmRACst0Om88HR34+rBkZkG3cNZuIiIiIiIiITh1akoY98jHZsXjcwI4dEWzcGEIolCyE0VFRkRU33piFOXPSGC6jIyRFQeHixbDn5Zka37J1K+o//DDl6yxatAhffvklZs+enfLcgwcP4pxzzsEvfvELqGpbOMZTWpp0nn/XrpSvRSeHW7FjmCcPAsnfmwzDQGPUj/pIC8JqFOg0WmaOLCSM9g7BxSUzcX7BRGTZ0+HftQstX37ZflwnwTFDUhBJL2nbNQ5t79H9Wa4jAxcUToYimQslb2rYjY0Nu/u4KqKBSZYFFi9Ox/z56aZDmKpq4JlnmvDOO34YydKvRERERET9FDuYERERERER0SmnubkZ8+bNw/oEO+B2RbZbMeW7SzBx/gxY5bZfqw0ADY2JnxYShoR0eHHG0FzI0sl7wEeLRODftQutO3YgXFXVJ9eQrFYoTidkhwNCNr/DNhERERERERHRYKOqiR8wVhQBwwDq6lSUl0cRi6UeLLPZJMyd68GUKU5IJ/G+E/VfktWKwiVLUPH004g1NiYd3/jZZ5DsdmROnZrSdfLz8/Hmm2/ij3/8I3784x9DS5awPIZhGLj99tuxevVqPPnkkyguLoYlLQ3x1tYu5wTKy5EzezY7MA0QaRYnhrpzsS9wqMOxDJsbsuj8XrJmaKiJRFK6lqQr8IRyMSw2BDNyhxx5Pd7aioNvvtlxfCd7xkXSi2Ecs0lcfw+YAUCe04d5hVPwetVnUPXkP3+fN5RDCIGJmSNOQHVEA4sQAtOnu+DzyXj66WbTf0d75x0/6utVLF3qZeCfiIiIiAYcBsyIiIiIiIjolPLxxx/jyiuvxP79+1Oemz1xGM649RLYfZ52Dy2Egjqi0a4XlmTdgrRgHsaPc5+UcJmuqgju34/WbdsQ3LsXhp76g0rJyDYbbFlZsGZmonnz5l4/PxERERERERHRQKRpiQMJug588UUYjY1qt84/ZowdCxakIy2Nm/xQYorDgaJly1Dx9NMJQ1uH1X/4IWSbDd7x41O6jiRJ+P73v4/zzjsPl1xyScr3YT/99FOMHTsWDz30EGaPHInGzz7rcqwaCiFcXQ1nYWFK16CTJ8PmhmboqAk1tHtdFjIsXXXeSnA7+/gmQbJmQVqwAGnBPMiGAnvO0YCYoeuoWb0aejQK2W6Hd8KEo5fQDewIB498HswsQyB3crtz2+eko2SMPclXeJTF6zU9tjflO32YWzAZr1dvgGYiZLahfhckITDBN/wEVEc08IwaZcf112fiscca0dJiLji9ZUsYzc0arrwyA243/45GRERERAMHA2ZERERERER0StB1Hb///e/xk5/8BKqa2gM7kiJj4n8tQsmCyR12w9UNoLGp8wUlYUiwqA7IhoJMrw2ZmSfu13DDMBCuqYF/+3b4d+2CluIOr2ZINhvSiothqCoUz9HQXdb06b1+LSIiIiIiIiKigeCdd/ztPq+tVREKmd/sp6TEampcWpqMhQvTUVZmPuxAZPF4ULR8OSqeegpqKJR0/KG334Zss8EzalTK15oyZQq2bNmCm2++Gf/85z9TmhsKhXD55Zfja1dcge9OngynzdblWP+uXQyYDTBZ9jR4LE7448m/B5M5HDCTVRuyWkvgDudAMo6GOeRjch0NH3+McE0NAEBIEhSns925JLsBVTUQd2ShuXg2cFzgLWpNhy3L1eOaT4QCVybmFEzEG1WfQzeS/z9ofd1OCAiM9w07AdURDTy5uRbccEMW/v3vJlRWxkzNqayM4b776nH11T7k5lqSTyAiIiIi6gc6afBNRERERERENLjU1tZi4cKF+NGPfpRyuCxrZCG+/uQvMGzhlA7hMgBobdE67kRtCCiaDba4G7LRFiorLbXhRPQuizU1of6jj7D3oYdQ8dRTaP7ii14NlwlJgnv4cBQsXIgRK1ciZ9YsWNLSOv2zISIiIiIiIiI61R3fXaenhBA44wwX/vM/sxkuo26xer0oXLYMUoLQ1hGGgZo1axBMsQvZYW63Gw899BCeeOIJuFypB3MeeeIJXPTf/42tFRVdjgmUl8Po7R806nMuix0ui6PH51F0Ba5wJgrrJyAtlN8uXAYAstx23zpUUYGG9esTnstiETAkC5qGzu4QLgOQUli4PyhyZWNOwSRIwtzjgevqdmBr076+LYpoAHO7ZVxzTSZOO838e1dLi4Z//KMBO3f2/iaQRERERER9gQEzIiIiIiIiGtTefPNNnH766VizZk1K84QkMP3GxbjiwR/Bk5vR6RhVBVpa23cvU1QbPOFsWDQ7xFeRsjSPDJez734FV0MhNG3ahP3//jf2PvwwGj79FPHW1l69hiM/H7nnnYfhK1ei8KKL4Bk5EpLCxuhERERERERERInoeu8FX3JzLbj++kwsXJgOm42Pe1D32bOzUbhkCYSJ+3uGrqPqpZcQrq7u9vUuv/xybN26FdOmTUt5blVDAy774x/xwFtvQdc7BnzUYPBIVyoaOAQAj8UBh2Ii6NgJGxRkGy6khbywqs4uN3eTZQE1FELNmjVJE78Wi0Bz0dnQbGmdHh9oATMAGOLOxvkFE02HzD6p3Y4vm7oXKCU6FVgsApdc4sXs2R7Tc2IxHY8/3oSPPgowEE1ERERE/R6fBCMiIiIiIqJBSVVV/PKXv8Sdd96Z8oJNRn4WFv3pW/AOyelyjGZoaG5WoUEHBCBrFthiblg0J3TpaJc0SQK83o67nfaUHo8jsGcPWnfsQGj/fhidPFzRU1avF56yMqSNHg2r19vr5yciIiIiIiIiGux645aNogjMnu3BWWe5jnTjIeopZ0EBChYuRPVLLyW9t2ioKqpefBFDLrkEtqysbl1v6NChWLt2LX71q1/h9ttvT+merW4Y+O8XXsBHO3fiNytWIMvT/sH+wK5dcBYUdKsuOnkEgHSrK6XvBQsk2KAgx3ADAFqTTJUlAwdffx1qMJj03PLQMkSkEV0eH4gBMwAodudgdv7peLtmo6k/649rt0ESEsq8Q05AdUQDjxBtfy/LzFTw/PPNUNXkP1eGYWDNmlbU16tYuDCdf58jIiIion6LATMiIiIiIiIadCoqKnD11Vfjgw8+SHnueVctxvJbr8NOf1XCcXXBAAJxDZIiQ9Fs0CUdEXsrImjfOSzDq0DqpQ2lDcNAuLISrdu3w19eDj0W650TH0O22+EZNQppZWWw5+VBiMSLXBavFyUrVvR6Hcdfg4iIiIiIiIhoIMrNVboMmamqgdpatfODXykpseGqq3zw+fh4B/U+97BhyLvgAlPdnbRIBJXPPYchl10Ga3p6t66nKAp++ctfYu7cubjssstw8ODBlOa/v307lv7ud/jtihWYNWbMkdf95eXIPuecpPcyqf8RALxWN+yKFVGt6/vdVihQICCj/c12w0j839xavQXB5n1J67BmZMBWNBP4It7lmIEaMAOAEk8uZuN0vFOzyVTIbO2hrRBCYHR60QmojmhgGj/eAa9Xxr//3YRgUDM157PPQmhq0nDZZRlwONiNloiIiIj6H96BJCIiIiIiokHlhRdewLXXXovGxsaU5o0+YwKWf+cajJw8FmE1mnR8LCxgjbsgGQq6WsK2WgXc7p4vEEXr69G6Ywdat2+HGgj0+HzHE7IM9/DhSBszBq7iYgjZfMc1SVG6vWsxEREREREREdFgJ0ltHchSZbEIlJbacOmlXobLqE+ljR4NPRrFobffTjpWDQZR+eyzKL7sMihud7evOXPmTHz55Ze4/vrrsWrVqpTmNgQCuOHee3HNuefiexddBKuiQA0EEKmpgYNdzAYkIYB8hw+N0VY0RP1HXpeEgM/qgcfqRKDFD83oGOBIlJWyhOphqf4UGGdLfH1ZRv6CBSjfaAMwOANmADDMkwfDMPDuwc2mQ2YSBEamF56A6ogGpiFDrLjhhkw89lgTamu7fv841p49Udx/fz1WrOAGAkRERETU//BvqERERERERDTgaZqG//mf/8HDDz+Mbdu2pTRXkiUs//Y1mL/yUkgmWo1ZZQtE1IpIRHQZLDvMl6Ggu5vmqoFAW6hsxw5E6+q6d5JEhICzsBBpZWVwl5ZCtiVeZCciIiIiIiIiotQYBqBpSLm7fV6eBSNG2GCxCHZkohPCO2ECtEgE9R99lHRsvLUVlc8/jyGXXALZbu/2NTMyMvDMM8/gwQcfxE033YRoNPmmX8f657vv4tPycvzhG9/A8Nxc+MvLGTAbwPYF2rrZSUIgrmuQICAJGS3xIFriwS7nGQY6vQcvtBi8+9+BSE8eCsueNQv27Gw4nYk3dxvoATMAGJ6WDx0G3j/4RdKQmWEY+ODQFgghUJrGny2irni9Cq6/PhNPP92MXbsipuY0NKi47756XHFFBkpKuD5HRERERP0HA2ZEREREREQ0oJWXl+OKK67Ahg0bUp7rK8jBjb//EUonj0061iZb4bbYIUNBVW0sabjM5ZJgt6f2AJAei8G/ezdat29HqKIi8far3WTLzISnrAxpo0fD4vH0+vmJiIiIiIiIiKh7FEXg9NOdyMgw312eqLf4pk2DFomg6fPPk46N1tej6oUXULRsGSSrtdvXFELguuuuw4wZM3DppZdiy5YtKc3fVlWFS/7wB9y2fDmudLuRPWsWQ5kDnCwkyLL5VG6nATPDQHrlWiixVkgi8aNx7uHD4Z0wAQDgdCa+biikwzCMAf89VppWcCQ8ZiZk9v7BLyBBYHha/gmqkGjgsdkkXHVVBl57rRUff9x1KPZY4bCOf/2rEYsXp2PSJGcfV0hEREREZA4DZkRERERERDRgPf/887jyyisRiZjbEfBYk+aehf/41S1wexOHrNKtbuQ5MuBU2nYQLC+PItASSzhHkgTOGOeC3ZZ8odnQdYQOHEDL9u0I7N4NQ1XNfxEmKU4nPKNHI23MGNiysgb8AjgRERERERER0UAgBGC3C2ha8rHp6TLS02WGy+ikEUIge9YsaJEIWrdtSzo+XFOD6ldeQeFFF0HIPfu+HT16NNavX49bb70Vf/rTn1KaG47F8LMnnsAH27fjgbPPRsGYMT2qhQYWXe/YJdLRVA5H8x4AgJC6vheuuN3ImzfvyP3yZAEzTTMQixmwmbjv39+NTC+EDgMfHkwe6jQMA+8e3AwhBIZ58k5AdUQDkyQJzJ+fjqwsBa+80gpdT76JpKYZeP75ZtTXq5g718P1OyIiIiI66RgwIyIiIiIiogHHMAz84he/wB133JHyXMWi4Iof//9w3tWLu1yoEUIgw+ZBriMDDvnoDrzBkI6q6njSaxQPsSYMlxkAInV1qN29Af6dO6GGQil/HclIFgvcI0YgrawMziFDII5fZSciIiIiIiIioj6XlWXBoUNd30+y2QQyMxVYrXygmE4+IQTy5s6FHo0isGdP0vHB/ftRs2YN8ufP7/H9R5vNhj/+8Y+YP38+nnzySaxZswaVlZWm56/ZtAlnzJ6Nfz/zDGbOnNmjWmjgOL4BlxxpRnrVR0c+7zJfJgTy58+HbLcfeSlZwAxo62Jmsw2Oe+2j04sAw8CHh7YmHWsYBt6p2QQBgRJP7gmojmjgmjrVBZ9PwZNPNiES0U3N+fDDABoaVFx8sRdW6+B4jyEiIiKigYkBMyIiIiIiIhpQgsEgLrnkEqxZsyblubklhfjmn25F8ZgRnR4XQqA0rRDFrmy8Wf15u2MG2rqXGcevWB/HZpMwpNja6TEtGkW0oQHR+npUHvoSaVov70gtBFzFxUgrK4N7+HBI1s7rICIiIiIiIiKiE6OoyIJo1EBzc/uu9bIsMGKEFRaLAJtVUH8iJAn5Cxag6vnnETIR8PLv2gXZbkfOeef1SueVCy64ABdccAEaGxtxww034NlnnzU9t6q2Fueccw5++tOf4uc//zkUhY9F9VeTMktTGr+3dS+iWqzD6+1u1+sqMg68A6Effb8VXeQ0Ms88E87CwnavmQ2YZWSYKnlAGO0dAh0GPjr0ZdKxhmHg7ZqNmCMmodidcwKqIxq4hg+3YeXKLDz2WCMaG9XkEwBs3x7Bgw824KqrfEhLY0dbIiIiIjo5uN0BERERERERDRj79+/HmDFjuhUuO2vpHPz8mbs6DZfJkowybzEuHXYOZuWdhjSrs8OYhgYVTU3JF4FGjLBBPua3bV3TEKmtRcu2L9G0cSNCFRXQwuGU60/Elp2NnHPOwYjrr0fRsmVIKytjuIyIiIiIiIiIqB+IRg2UlloxdKgV6ekyXC4JBQUWnHaaA+npMsNl1C9JioKCxYthzzEXImn+4gvUr13bqzX4fD48/fTT+Pvf/w6Hw2F6nmEYuOOOO3DWWWdh//79vVoT9T/HBszSatbDEm5sd7yz0KOzsBCZ06Z1fN1kwGywGeMtxpk5Y0yNNQwDb1VvxIFAbR9XRTTwZWUpWLkyC0OH2kzPqamJ47776lFd3TFQS0RERER0InCrHiIiIiIiIhoQVq9ejWXLliEajaY0z+a042s//0+cvWxuh2OKJGN0+hCM95XAqdiPvO6xOLG8ZMaRz1XVwIOvN6CoOXHArKjIhiunegHdQLDiAAK7yhE8cACGrh0+85GxLq1ne74oHg/SRo9GWlkZbJmZPToXERERERERERH1jS1bOm40FAzqqK6On4RqiMyTbTYULluGiqeeQqypKen4xvXrIdvt8E2Z0ms1CCFwww03YObMmbjqqquwadMm03PXr1+PsWPH4sEHH8Tll1/eazVR/3I4YGZtrYKrvmMXLum42/Cy3Y68Cy+EOP4AALtdQAgBo11btPYGY8AMAMZlDIUBA5/Wbk86Vjd0vFW9EXMLJ6HIlX0CqiMauJxOCV//ug8vvdSCjRtDpub4/RoefLABy5d7MXas+YA1EREREVFvYMCMiIiIiIiI+r2f/OQnuPPOO1Oelz0kH9+593bkDS9q97pFVjDGW4xx3qFwKB13DlQkGRm2o2GwD9cHEKq3wYqudxkUABZNUhH/6DP4d+6EFolAwuFImZxy7Z2RbDZ4SkuRVlYGR2Fhp7uvEhEREREREREREfUGxeFA0fLlOPDUU1D9/qTj6z74ALLdjvRx43q1jjFjxuDjjz/Gj370I/zlL38xPS8UCuGKK67Ayy+/jLvvvhtut7tX66KTzzAAocWRXv1xp8ePv4WeN28eLB5PF2MFnE4JwaDW6XFg8AbMAOC0jBLohoH1dTuSjtUNHW9Wb8S8gskocHEDPKJEFEVg6dJ0ZGUpeOONVlNz4nEDTz7ZhDlzNMyc6eJ6IBERERGdMAyYERERERERUb8Vi8Uw+7zZ+GjtRynPnXXZfKz46bdgsVmPvGaTLRibMRRjvcWwydYEs4/y+zW8+26gy+NytAWOpj0Y7alA5J0oIilXmpiQJLiGDkXamDFwDRsGSeGv8kRERERERERERHRiWDweDPkqZKaFO3bkO97BN988slFWb7Lb7fjzn/+MM/Ly8P/uvBONga7v2R7v4Ycfxrvvvotnn30WkydP7tW6KDmPxYnlJTN6dI73Kw0Eoh3/m7fu92JESznsoTjatoFr79hGZRkTJ8I9fHjC65zKATMAmOAbBsMw8Fn9zqRjNV3DG9UbMLdwMgqcDJkRJSKEwMyZbmRmynj22WbE4113SjzWm2+2or5exUUXpUNRGDIjIiIior7Hp9KIiIiIiIioX9qwZSPOO+c8tDY1pzTPYrdi5e9+gKkXzjzyml2x4rSMYShLHwKrnNqvwm++6Ucs1n7RWKgROJr3wNG0G9ZQHRRFoGSEE4DU+Um6wZGfj7SyMrhHjoTicPTaeYmIiIiIiIiIiIhSYc3IQNGyZah45hnosVjiwYaBmldfhbR0KVzFxb1ey/Kvfx3F8Th+/NhjWLsjeaelw/bv349p06bhd7/7Hb773e9CknrvXi4lpkgyMmyddw0zyy1sMNDxey+7ej/Sog3oLFwG4EjXH1t2NrJmJA+5OZ2Jvy8Ge8AMAE7PHA7d0PF5Q3nSsaqu4Y2qDbigcArynL4TUB3RwDZmjAPXXafgscca4fd3HWY91qZNITQ1qbjySl/S9ygiIiIiop5iwIyIiIiIiIj6leZYAL+954/4n+/9f9D11BZrC0qL8e2/3Y6solwAgNNix/iMYRidXgRFklOupaoqho0bQ22f6CrsrRVwNO2G3V8BGEd3FywpscJq7fmijiU9HWllZUgrK4PV6+3x+YiIiIiIiIiI6MSaPbtnIQqi/sqek4PCJUtQuWoVDC3xQ/GGrqP6pZdQdPHFcOTl9WodjoICFOTn4/4bb8RD776LP774IlST95F1XccPfvADvPzyy3j88ceR18u10QnW2Ahvw3bA7e1yiCQBksWCggULICnJH5NzOhN3CDoVAmYAMDFzBHQY2NSwO+lYVdfwWtUGXFg0BbmOjBNQHdHAlp9vwQ03ZOHxxxtRUxM3NefAgRjuu68eV1+dgexsSx9XSERERESnMm5pQERERERERP1CY9SPNyo+w4XLF+N3t/wi5XDZOZddgJ8++j/w+jxwxHRMsxViiWcsSjUXtMYmROvrO/3QVbXT8xmGgVdfaYE1UIP0ig+Qt/VxZOx/G/bWA+3CZS6nhIKC7i/myHY7vBMmoPjyyzHsmmuQNX06w2VERERERERERETU7zgLC1GwaBGEie5fejyOquefR7ShoVdrEJIEd2kpJEnCdeedh+mjRqV8jnfeeQdjxozBq6++2qu10QkUiwGbN8M45l59Z4QAcs47D9YMc8Gn5B3MEl9vsBBCYHJmKSb4hpsar+oq1lR+htpwc98WRjRIpKXJuPbaTIwZYzc9p6lJxf33N2D37mgfVkZEREREpzp2MCMiIiIiIqKTqi7cjE2Ne7CxfCt+u+L7aKiqTWm+rMhY8Z+XYdzkMmDrDgyP2FEYs0DCLlSYmF+yYgVsWVntXos2NGDjyxsRe30zMuPBhPNHlNogSYl3NT2ekGW4hw9HWlkZXEOHQsipd1cjIiIiIiIiIiIiOtHcw4Yhb9481KxZk3SsFomgctUqFF9+OSxpab1Wg6e0FM2bNwMA/nTNNfjpE09gzcaNKZ2jubkZCxcuxM0334zf//73sNlsvVYf9THDALZsgYhEYBjOhENtw8qQPmaM6VMnD5idGh3MgLaQ2ZSskdBhYEvj3qTjVV3Fmqr1mF84FdkOb98XSDTAWa0SLr88A2+95cf77wdMzYlGdTz6aCMWLEjDtGmuPq6QiIiIiE5FDJgRERERERHRSXEw1IiNjXtQHazH+tc+wH3f+x3UeOfdxLriy8nAN2+7FkPSMjAqYEN+3AIJqYW9DlMDAbTu3InW7dsRrKnFtk+DkOOJdyPNylTg85n/1dpZWAhPWRk8I0dC5gMLRERERERERERENACllZVBi0RQ++67SceqwSAqnn0WxZddBsXVOw/DOwoLITsc0MJheBwO/O811+D5sWPxiyefRFRN7R7zX//6V7zxxht4+eWXMXy4uW5NdJIdOABR27ZRXaIGZqo1Da5ps1I6NQNm7QkhMC1rFAxDx9am/UnHxzUVa6o+w/yiqciyp5+ACokGNiEE5sxJQ2amghdfbIGmJe+SqOsGXn65BfX1Ki68MC3lTTCJiIiIiBJhwIyIiIiIiIhOGMMwUB1qwMbGPTgUaoQai+PRO+7Be0+tTvlck86agBuvuwRlMSdyWxWIbgTLDE2Dv7wcdR98gOCBA0dWow8ciCEaS7yII4m27mXJWH0+pJWVIa2sDBaPJ+UaiYiIiIiIiIiof/L5FNx0U3afX4OoP8qYOBFaJIKGTz5JOjbe0oLK55/HkEsu6ZWNt4QktXUx++KLts+FwLIzzsCkYcPwXw88gJ01NSmdb/v27ZgwYQJefPFFnHfeeT2uj/pQayuwY8eRT7sKmBlCQtPQ2VDsqX2/mQmYGYYBIU6dQIcQAmdkl0E3DGxrPpB0fEyLY03leswvmoZMe+91LiQazCZOdCIjQ8YTTzSZDrJ+8kkQDQ0qLr00A3Z74vcuIiIiIiKzeCeSiIiIiIiI+pxhGKgI1mFjw27UR1oAALUHqvHnb/4CB/dUpnQuSRL4j2svxn9Mmo7sYOrBMsMwEG9pQbS+HrGmJmjRKBSn88jxcFhHZUUs6XmKhljhcHS+YKM4nfCMHo20sjLYsrNPqcVmIiIiIiIiIqJThaII5ORYTnYZRCdN5plnQotE0LxpU9Kx0bo6VL3wAoqWLYNk6fnPjfuYgNlhQ7Oz8fT3voc/v/wy/vH22ymdLxgMYs6cOfjDH/6AW265pcf1UR9QVWDTJgi9LXxhGACMzu+9+/OnQXVmQZZTu0SygJlhGIhEDDgcp9Y9fyEEpueMgQ4DO5orko6PanGsrlyPBUOmwWfjxntEZgwdasPKlVl47LFG1Neb68ZZXh7FAw804KqrMpCRwUeBiYiIiKjn+LdKIiIiIiIi6jO6oWN/oBabGvegMdJ65PVPX3kX//jxH6DG4imdz+124g/z52Jc0AJ88BkaUqklHocWCsGWlQU93vV1d++OQk/cvAxWq0BxsbXda0JR4CktRdro0XAWF0NI3C2QiIiIiIiIiIiIBi8hBHLOPRd6NIrW7duTjg9XV6P6lVdQuHgxRKrJn+M4i4og2+3QIpF2r1sVBT9YuhQzx4zBdx9+GE2BgOlzGoaB7373u/jggw/w73//G5ZeCMJRL9q2DSIYPPJpV93LImlDEMwaC6Btw7pUJAuYAW1dzLrafG4wE0Lg7JyxMAwDO1uSbxwY1WJYXbkOC4qmIYMhMyJTfD4FK1dm4amnmrB7d9TUnNraOO6/vwFXXpmBIUOsyScQERERESVw6v22S0RERERERH1ON3SUt1Zh1b4P8Xb1xiPhsmg4god+8ifc+93fphwumzhiOD765e0YpziTD/6KoWmI+/2IHDqEyKFDiPv9CcNljY2qqV0Bhw+3QVEEIAScxcXIu+AClN5wA/IvvBCukhKGy4iIiIiIiIiIiOiUIIRA3ty5cA8bZmp8cN8+1Lz+Ooyu0kFmrytJcJeWdnn8rFGj8MqPf4wL58xJ+dzPPvssRo8ejdra2p6USL1Ir6yEqKpq91pn30KaxYnmIbMA0RYs6+0OZkBbwOxUJYTAjNxxKE0vNDU+osbwauU6NEXNBz2JTnV2u4Srr/Zh6lSX6TnBoIaHHmrA5s2hPqyMiIiIiE4F7GBGREREREQ0yOkwEEb7UJUwomiK+nvtGh6LE4okQ9U17G6txubGvfDH2y9iVO3aj3u+/Ssc3JN8Z8vjfXPePHxn0SJTYw1dhxYOQwuFoMViXW9jehxdN7C7PPlugGkeGUPHFyCtrAxpo0ZBcbtNnZ+IiIiIiIiIiIhoMBKyjPwFC1D5/PMIHxcC6ox/xw7INhtyZs+GEKl1mDqWp7QULVu2dHk8w+3Gv26/HU8uX45bbrkF8QSbjx1v7969GDp0KF566SXM6UZIjXpPrKkJ6qZNHV43jOO/dwSai8+FodiPvCLLfdPB7FQmhMDM3HGAYaC8tTrp+Ij6VSezIdPgtXI9hcgMWRZYtCgN2dkKVq9uNRXK1jQDzz7bjIYGDbNnu3v0/1ciIiIiOnUxYEZERERERDTIhRHHRtF+kc8Wt6J+X+8tLFxUfBZqI834omkvQvFIu2OGYeD9p9fgsV/9H+LRWErntdlsuPvaazGzrCzpWC0SaQuVhcPd2v22ujqOYIKFYc3iQjhjBC64eRpKxuenfH4iIiIiIiIiIiKiwUqyWFB40UWoeOYZROvqko5v3rwZst2OrLPO6vY1nUVFkO12aJFIl2MC5eW46aabcO655+Liiy/Grl27TJ8/Eolg7ty5uO222/DrX/+623VS9+mqiupXXwU0rcOx45cB/LmnI+Zuf+8+1YCZ1SogywKa1vUaw6keMAMASUiYmXcadBjY01qTdHxYjWJ1xXosHDINaVbzXZmITmVCCJx5pgs+n4ynn25GNGruvefdd/2or1exbJkXFgtDZkRERESUmuTbrhARERERERF1QTN0HAo344UDH+GT2m0dwmXRUAT3ff+/8c+f/TnlcFlxcTE2f/RR0nCZc+hQSBYLhCxD8Xhgy8mBPTcX9txc2DIzTV0rHjewb1/H+gzJgpBvJBpGLEDtmMsxfP45GMZwGREREREREREREVEHss2GomXLYPV6TY1v+PRTNH3+ebevJ2QZ7hEjEo6JNTUh1tCA0047DZs2bcKNN96Y8nXuvPNOnHnmmQgEAt0tlbqpfu3aLgOLxwbMYq5cBHIndhgjy6ldTwiRtIsZA2ZtJCHhnLzxGObJMzU+pEbwSuU6+GOhPq6MaHAZOdKO667LhNdrvpfE1q1hPPRQA/z+juFcIiIiIqJEGDAjIiIiIiKilKmGjppwI7Y27Ud1qB4RNdphTOPBOvz2a9/HJy+/k/L558+fj23btmHokCEJxxm6jnBFBfR4HJLF0uFDKOYWW/bujUJVv1qNFgKRtGI0DT0PB8ddhZYhsxBz58NqkzF3riflr4WIiIiIiIiIiIjoVKE4nSi6+GIobrep8bXvvYeWbdu6fT1PaWnSMf7ycgCAw+HA3/72Nzz//PNwOp0pXefTTz9FYWEhPvnkk27VSakL7N2bMIB4OGCmyzY0FZ8LiI6PwaXawQwAA2YpkISEc/InYKgn19T4UPyrkFk83MeVEQ0uubkWrFyZiaIiq+k5VVUx3H9/PQ4ejPdhZUREREQ02DBgRkRERERERKbFdQ3VoQZsbdqHg6FGaEbnO9/t+2InfnXZd3Dgy90pX+MXv/gFXnnlFVML/KrfDy3aMdyWimBQQ011HDFnNloKp+PQmCvRNGwuIt5hgHQ0oHbOOW54PClud0pERERERERERER0irF4PChavhyy3W5q/KE33kBgz55uXcs5ZEjS6/h37Wr3+ZIlS7Br1y6cfvrpKV2rtbUVZ511Fu644w4Yx7bPol6nBgI4+NprCccc/k/QPGQmdGvngcZUO5gByQNmwSADZseShYTZ+aej2J1janwwHsbqinUIMGRGlBK3W8Z//Ecmxo93mJ7T0qLhgQcasGNHpA8rIyIiIqLBxHzfXCIiIiIiIho09moNaG7oPBzWGc3QEYxHENKiMAwD+U5fl2PXr34f//jxHxCLpBb8stvt+Pe//42lS5eaGm9oGtRAAHKKO80eS7LZsCtehkNl46DZ0rsc5/MpmD7d1e3rEBEREREREREREZ1KbD4fipYtQ8Uzz0CPJ+6eYug6ql95BUXLlsFZVJTSdYQswz18OFq+/LLLMbHGRkQbGmDLzDzyWkFBATZs2IAf/OAH+OMf/2j6eoZh4Je//CVmzJiB888/P6VayRxD11GzZg20SOJAhGEAjZ7hcKQP7XIMO5idGIdDZm/XbERFoC7peH88hNWV67Cg6Ay4LOaCqEQEKIrAxRd7kZWl4O23/abmxGI6/v3vJsyb58FZZ7kgROrvi0RERER06mAHMyIiIiIiIuqSauhoiYVQF2lBUI0k3JXVMAy8+H+P4/++c2fK4bIhQ4Zg3bp1psNlABBvaenWLrGSosCem4v0ceOgFp6GvRiTMFwGABdckAZF4YILERERERERERERkVn23FwUXnQRhIk2UoamoerFFxE5dCjl67hLS5OO8ZeXd3hNkiT84Q9/wGuvvQaHw3xHGF3XsXjxYjzxxBMp1UnmNK5fj1BlZdJxmjMNhzLGJxzDgNmJo0gyzsufiEJXlqnxrbEQXq1ch5DKzkpEqRBC4NxzPbj00gzTa5eGYeC111rx4ost0DR24CQiIiKirjFgRkRERERERB2ouo7mWBB14RaEkgTLACAejeH+H/4Pnvvzwyld55prrsGiRYvw+eef47TTTjM9T4/HoYbDpscLIaA4HLBlZiJj8mS4hw2D5HRjz+7kQbgRI2wYPdpm+lpERERERERERERE1MY5ZAjyFyyAkJI/oqTHYqh87jlEGxtTuoaruBiSLfE93MCuXV0emzdvHiorK1FWVmb6muFwGFdeeSV+/vOfQ9cZODpMV1VE6+u7/dG8dSsOvf021FCo3YcRjQKHP3QdhiwjNHoiDJE4vGgi29gBA2bdp0gy5hRMQoHpkFkQr1asQ0hNbdNCIgJOO82B//iPTLjd5t/oNmwI4ZFHGhEO832MiIiIiDqnnOwCiIiIiIiIqP+I6xqCagRhNQbA3A52oSY//vKTv2Lvph2mr5OVlYV//vOfWLhwYffqbGkBTHQvs3g80GMxyA7HkQcYDv+zoiKGSDTxOSRJYP78NAjB7mVERERERERERERE3eEZMQL6nDk4+PrrScdqkQgqV61C8eWXw+LxmDq/kGW4hw9H67ZtXY6JNjQg2tgIm8/X6XGfz4dt27Zh5cqV+Mc//mHqugBwxx13YMuWLXj44YfhdrtNzxus4s3N2Pfoo92aq6sqmr/4Anq0Y9hIb24GVLXtkyFDgAkToCnJ/7y708HM5WLArCcUScbcgkl4vWoDakINSce3xIJYXbkOC4qmwaFwsz+iVBQVWXHDDVl47LFGHDoUNzVn794o7r+/Hldf7UNmJh8fJiIiIqL22MGMiIiIiIiIMNSdC7fiAAC4FDuy7GnIsqcjy56ODFvXi7T1u6vx5PX/k1K4bNKkSfj888+7HS7TIhFokQgAQNeBWCSOaCjW4UPOK4bILoJhdULVBOJxA/G4gWBQQ2Ojit3lUcRjOkIhDcFg5x+TJzuQnW3pVp1ERERERERERERE1CZ97FjknHOOqbFqIIDKZ5+FGgqZPr9n5MikYwLl5UnH3H///XjsscegKOYful+1ahVmzJiB/fv3m55D7RmGgcCePZ2GyzqMzc0FCguh68nDY33RwSwS0aFp5jboO1Upkoy5hZOQ6+w80Hm85mgAqyvXI6LF+rgyosEnPV3GdddlYtQou+k5DQ0q7r+/Hnv3snsgEREREbXHLQiIiIiIiIhOcQaAg+EmRLUYLFInq61dbMa5b+0WrP7pA1Cj5nbEA4CLL74YDz/8MFwuV/dqNQzEW1vbytIBf6sGtNZ1LFmxQ63t/GGBHVoIdXUqgkENALCxNYyw3HFXTItF4Oabc7pVJxERERERERERERG1lzFpErRwGA3r1iUdG2tuRuVzz2HIJZdAtiXvauQcMgSS1Qo91nVAxb9rFzLPOCPpua666ipMmTIFM2fORF1dx/vPndm8eTOmTZuGZ599FjNnzjQ1h46K1tYi1tiYfKDFApSVAUJAN9FIrDsdzJIFzAAgHNbhdncjvXYKsUgKLiicjNcqP8OhcFPS8U1RP1ZXrseCoqmwydYTUCHR4GGzSbjyygy8/rofH30UMDUnHNbxr381YvHidEye7OzjComIiIhooGAHMyIiIiIiolNcWI0hEA+bHm8YBjb++y289MN7UwqX3XrrrXjqqae6HS4DgGh9fcIHBAAAAtCsni4PRyL6kXBZIsOG2eBw8NdmIiIiIiIiIiIiot6SedZZ8E6YYGpstK4O1S++CD2e/D60pChwDx+e+Hz19Yg1JQ+6AMCoUaNQXl6eUlisrq4O559/Pv7xj3+YnkOAGgohaKb7mxBAbu6RtmRmAmZSN27xmwmYhUImLk6wSArmFU5BjsNranxjpBWrK9cjyk5mRCmTJIELL0zDRRd5IUnmwrW6buCFF5rx2mut0HV2ZiQiIiIidjAjIiIiIiI6pRkGEIiHkGHrOpB1LF3V8PldL2HfKxtMX8NqteK+++7DN77xje6WCQAwdB2hysqk4zTFCUPq+tfdxsbk4TKXS0Z+viWl+oiIiIiIiIiIiIgoMSEEcmbPhhaNwr9jR9Lxoaoq1Lz6KgoWLYKQE3eM8owcidbt2xOO8ZeXI3PaNFO1pqWl4d1338VPf/pT/OY3vzE1Jx6PY+XKlfjiiy/w+9//HorCR7PqP/6464OGgUhtbcIQobOoqO1fMjMBu/3I67qeOEAhywJC9E0HMwbMzLPKbSGzNZXrUR9pSTq+IdKKNZWf4cKiqbDJXKchStWUKU5kZMh48skmRCLm3qvWrg2goUHFJZd4YbVy800iIiKiUxn/NkhERERERHQKC6oRaIa5xYVYawjv/+ifKYXLsrKy8Oabb/Y4XAYAkYMHoUejiQcJAc3q7vJwNKYjFkv+9Y4caUM31p2JiIiIiIiIiIiIKAkhBPLnzYOrpMTU+MDevTj4xhswjMTdVZzFxZCs1oRj/Lt2mS0TACBJEu6880488sgjsNlspuf9+c9/xsKFC9HQ0JDS9U41seZmUx3qhMsFeL3tXkvWwUyWu3eT3+FgwKy32WQLLiyaiix7uqnx9ZEWvFb1GWKa2seVEQ1Ow4fbsHJlFnw+8yHnHTsieOCBBrS0JN+ok4iIiIgGL26TQ0REREREdIrSDQNBNWJqrL+yHh/e9i8Ea5pNn3/s2LF48cUXMXz48KPXVFXEm82fI9rYCDUUgh6PI7BvHwxNgz03FwAQjxuIq+0XniuCmWiKFACi4wKwYQCtrToMo/3CSEVTDAHEAAAlJVZkZ1vg9SbeCZeIiIiIiIiIiIiIuk/IMgoWLkTlc88hXF2ddHzr9u2QbDbknHtul12pJEWBe/jwhF3MonV1iDU3w3pcWCmZFStWYOTIkVi2bBlqampMzXn99ddRUFCAVatWYeHChSld71SghUJQg8Gk4ySLBSIzE9Da39tPFjCTurntusUiYLVKCTerY8AsdW0hsyl4tXI9GiOtScfXhZvxWtV6XFA4FVaZjzgSpSorS8HKlVl48skm7NuXZAPPrxw8GMd999XjqqsyUFiYOLBNRERERIMTf/siIiIiIiI6RQXUCHQT3cuaNh3A2z/8O+Ihc4sPADB9+nSsXr0a6entd6OMNzdj36OPmj6PGgqhefNmxFtaEPf72x3TdcASOmZBWUhwa0BAzkJc2DucKxIxku5wK0kCI0ZwwYSIiIiIiIiIiIior0kWCwqXLEHFM88gWleXdHzzpk2QHQ5knXlml2PcpaUJA2YA4C8vR+bUqSnXe8YZZ2DdunVYtmwZ1q9fb2pOLBbDokWL8Lvf/Q4//OEPU77mYGWoKmJmNqMTAu7SUrQ0NnYSMEvcoay7HcwAwOlkwKwv2GQr5hdNxasV69AU9ScdXxtuxuvVG3BB4WRYJD7mSJQqp1PC17/uw0svteDzz0Om5gQCGh58sAHLl3sxbpyjjyskIiIiov6mm3u1EBERERER0UCmw0AofrR7mWZoiOsdPw68shFP/b8/pRQuA4ChQ4d2CJd1l6GqUAOBpONUqwdA5wvGmgZEo8kXfIcMscJu56/KRERERERERERERCeCbLOhaOlSWEzeT274+GM0bdrU5XFXcTEkiyXhOfw7d6ZU47EKCwvx3nvv4aqrrkpp3o9+9CN87WtfS7oJ2qnAM3IkZKcTtuxs2HNz233YMjPbjbW43bB28b2RrIOZLHe/Rqcz8ToBA2bdZ/8qZJZh85gafyjUiNerNkDVteSDiagDWRZYsiQd8+alddkB9HiqauCpp5rw3nt+/n+LiIiI6BTDp+aIiIiIiIhOQREjDgNHFwSaogHUR1qOfNQFm/DWn57AC7/+Bww9tYWDm266Cf/61796rdZ4a2vSxQtDUqBbuthFzwAi4eSLvbIsUFzM7mVEREREREREREREJ5LicmHIxRdDcblMja99550uu5RJFgtcw4cnnB+tq0OspSXlOg9zOBx49NFHceedd6Y079FHH8WUKVMQiUSSDx7EYs3N0GMxSBZLhw+hHO1SJdtssKSldXkeLUneqGcdzBLPZcCsZxyKDRcWTUW61dzP/MFQI96oZsiMqLuEEJgxw40rrsiAxWL+vfGtt/xYtaoZqsqQGREREdGpgr2jiYiIiIiITjFxaIhBhb2LXwnjoSg+vv0J1H62O6XzyrKMu+++GzfeeGNvlAmgrXuZ4vFA8XTcyTIeNxBX4wCAcPpQaNY0HAzFsMU1D2G5bUfTMWV2hCM6du3q2IFNVQ3U16sIoe3cPp/cox1NiYiIiIiIiIiIiKh7LGlpKFq2DBXPPAPNRADr4OuvQ7LZ4B42rMMxT2kp/Dt2JJwf2LULvqlTu12vEAK33norxo4di6997WsIBAKm5n3++ecYOnQoPvvsMxQVFXX7+gOWYSBaWwsk6aIjJAlWny/hOF1PfA52MOvfnIoNC4ZMwysV69AaCyYdXx1swJvVn2NOwSQoEhdziLqjrMyO667LwuOPN6K11Vxgc/PmMJqaNFx5ZQZcLv7sEREREQ12DJgRERERERGdYppFuMtjwUPNeP9HDyNY1ZDSOb0ZXjz/3PM455xzUq6n/uOPuzwWrauDFu0YDgMAXQcsIQ1hXynizhxACMQlCWE5HWHZC8MADgYtOHRIhWZ3dpgfixkIoC2gZrNJSReMiYiIiIiIiIiIiKjv2LKyULh0KSqffRZ6PJ5wrKHrqH75ZRQtXw5nYWG7Y66hQyFZLAnP4e9hwOywpUuXYu3atViyZAn27dtnak5tbS1KS0vx+uuvY9asWT2uYSDRVRVAW6e5RCzp6RBJEmJ6koxXzzqYJQuYsZtPb3AqdiwomoZXKz9FayyUdHxVsB5vVW/E+QUTGTIj6qb8fAtuuCELjz/ehOrqWJfjdN1AONz2Rrt9exh//GMcF1/sRXZ27z1y7PMpUJTuv1cTERERUe9jwIyIiIiIiOgUEkEcEaidHmv4sgIf3vYvxIOdB7q6UlBajFdeehmnjz6tN0o8QotEugyXHSvqLuywi2kkYqChQUU8bsBqTb4w4fPJyTZMJSIiIiIiIiIiIqI+5sjLQ8Hixah6/nkYSRJEhqah6oUXMOSSS2DPyTnyumSxwDVsGPw7d3Y5N1Jbi1hLC6zp6T2uefz48Vi7di3GjRuHpqYmU3Oi0SjOPfdc3HPPPfjmN7/Z4xoGCiEEDCN5OEsNBCA7HBBS10GvkxswYwez3uKy2DG/aBperVgHfzx5yKwyWId3ajbhvIKJkAU3DiTqDo9HxrXXZmLVqmZ8+WXnG5OGwzrWrWv/M/nOO36MG2eHz9c7jx3fdFM2cnISB46JiIiI6MTib1lERERERESnDAMtIgIA8Aon8p2+Ix8t75Xj3e8+kHK4bPLcs/GTJ/4XxSVDe73aeEtL0jG6YodmdR353NCBhgYVBw/GEY+b20HU7ZZgszFdRkRERERERERERNQfuIqLkb9gQYeNxTqjx2KofO45xI4LdnlKS5PODZSXd7vG4+Xn56OiogKjR482PccwDHzrW9/CjTfeaCp0NRgIRYHicCQdp8fjiDU2JhxjGIm/P5I0QEuIAbMTy21xYP6QaXBbkn9vAMCBQC3eqdkEzeB/B6LuslgELrvMi3PO8Zieo2kGNm+OoKoqcZdRIiIiIhq4GDAjIiIiIiI6RYQQRwxau9cMXcdH//cC3rjjXzC01Bbilty8At/6y09gd5lb8EuFGgpBjydfnNCsXy16GIC/VUOrX0tpYVeSgIwMNvcmIiIiIiIiIiIi6k88paXImzPH1FgtHEbFqlWI+/1HXnOVlEAoie/9+nft6lGNx3O5XPjyyy+xePHilOb9/e9/x8yZMxEKJe/eNBg4CgtNjdMiEcSam7s8fjI7mMViuulN7sgcj8WBBUXT4DIZMtvvP4R3azZDZ8iMqNuEEDj/fA+WL/em8J5pYNeuCHbtiuIUyUYTERERnVIYMCMiIiIiIjoFGMd0LzssHonh5R/fh88eeT2lcylWC276y0+x9OavQZJ6/9dKT2kpFKcT9tzcDh+2zMwj42SnC4akIBrRUV0TR0OjmvJCRnq63KNdTImIiIiIiIiIiIiob6SPG4fsmTNNjVX9flQ+9xzUcBgAIFkscA8blnBO5NAhxFtbe1znsSRJwosvvojbbrstpXlr167FqFGjUFFR0av19EeyzQZbdjb0eLzDh6Gq7caqgQAihw51ep7kAbPu15gsYAYA4TCDTb3NY3ViQdFUOC12U+P3+Q/i3ZovGDIj6qHTT3fimmsyTb33HVZVFcPmzWGoKlNmRERERIMJt2knIiIiIiI6BQQQg4qjC2zhRj9e+dlf0bS/84XZrqRn+3DLfXdgSNnw3i4RQFtHtVBVFYC2BwCOd/grEJIEOD0I1aqoiSTvdNYZj0eCxdL9HUyJiIiIiIiIiIiIqG/5pkyBFomgcf36pGNjjY2oeu45FF18MWSbDZ7S0qRdyvzl5fBNntxb5R7x61//GuPGjcPXv/516MmSUF+pqqrC6NGj8dprr2GmyWDdQNS6cyeAtlCgaqJrW3DfPhguF3BcRzpdT3x/vy87mAFAKKQjLY072PW2NKsLC4qm4dWKdQipkaTj9/prIAmBWXmnQRLca5+ou4qLrbjhhiw89lgT6uo6X3vdty/W4fMtW8LIyVFMrbnOnu3plVqJiIiIqO/wtyoiIiIiIqJBzgIZbliRZ3iQZ3gg7W7ByzfdlXK4bOoZ07Buw3r8v/lfx/KSGe0+PBZnj+vU43FEa2tN7Rgbk504dEhDLJZ4YV5VDcRiHT88HhnDhtkgmC8jIiIiIiIiIiIi6teyzj4b3vHjTY2N1Nai+qWXoKsqXCUlEErivbeTBdB64uqrr8ann34Kp9P8/fNwOIxzzjkHf//73/usrv7CmpEB2WZLOs4wDOjV1UCsfbDhZHcwC4XYNauvpFtdmD9kKhxK8u8PANjdWo0PDm5hJzOiHsrIUHD99ZkYMcLczx4AxOMGamriiETYyYyIiIhoMGAHMyIiIiIiokGuBq0QELBAxs61G/Hi7x+GrqW2yLZy5UrcfffdsFqtfVKjFgoh1tQEw0i8+BCLGggEgbDNkXTxGABqa9V2nyuKQGamDL9fw/btWk9KJiIiIiIiIiIiIqITQAiBnNmzoUUipgJhocpK1Lz6KgoWLYK7pAT+8vIux0YOHkTc74fF0zddVaZMmYLdu3djypQpqK6uNjXHMAzceOON2LhxI+666y7IPUlK9WdCwJqZiWhtLXRVTTxW14GaGqCoqN1LifSkg5nDwYDZyea1ujG/aBperfwUEfW4cKGhI6q177D0ReNeBNUozsweDdELuwt6LE4o0iD92SNKwG6XsGKFD7IMrFuXvMsk0PZ+fPBgHFlZCtxu9rwgIiIiGsgYMCMiIiIiIhrEIkYcNaIVhmFg7b9XY+2/16Q0X5Ik3HXXXbjpppv6pD5D1xFvbkY8EEg4TteB5iYVgZY4hOQGIACY3wlPCCA9XUZ6usyuZUREREREREREREQDjJAk5F94IfRYDMH9+5OOD+zZg4NvvAF3aWnCgBkABMrLkTFpUm+V2kFeXh7Ky8tx7rnnYt26dabn/d///R+2bNmCF198Eenp6X1W38kkJKktZFZXByNZYiweBw4ePJIs07TEN/t7EjCTZQG7XUIk0nVNDJj1vQybGwuKpuGVinWIakdDZlEtju0tFR3Gb2+pwCd12zHElY2eLgUtL5mBDFvfBE+J+jtJEpg7Nw1vvx3Arl1RmF2Tra9XEY/L8Hq5HktEREQ0UDFgRkRERERENIjt0xoQjcfx4u//ifKPv0hprsfjwQsvvIDZs2f3SW16LAZ/eXnScFkgoKOpSYWuAYZsh5BS+1XW4ZDg88mwWLiSQURERERERERERDRQCVlGwcKFqHzuOYRrapKOb922DUKWIWQZhqZ1Oc6/a1efBswAwOFw4OOPP8Y111yDRx55xPS8999/HxMmTMCbb76J0tLSPqyw72RNn550TKypCa07dwJGkhBDOAzs3AlMnWqig1kKRXbC6WTArD/IsHkwv2gqVleu69C1rDMNkRYIAEW9EDIjOtUVFlrgcAhs3RqBpnV8f87JUaAoHX/S0tJkFBVZsW1b+ESUSURERES9iP1oiYiIiIiIBqmmaAC7m6vxxE//mnK4bMSIEdi0aVOfhcvigQCat2xBvLW1yzGxmIGDNXE01H8VLpNkRNKLAZNLgooikJOjIDdXYbiMiIiIiIiIiIiIaBCQrFYULlkCW1aWqfEtW7YkDS2Fa2oQ9/t7o7yEJEnCv/71L9x5550pzTtw4ABOP/10vPnmm31U2clnzciAq7j46AuGAT0eP/JhqCqgaYCmQezbB3z5JeRwK2yxFijhpk4/pFATovX1XX7oqpqwJqcz8WN1DJidOJn2NFxYNA1W2WJqfH2kBVXBepM9l4goEZ9PweTJTtjtHd8TFUXAau344fdr2L07giRvs0RERETUD7GDGRERERER0SD17NrVeODbv0XzwYaU5l144YV4+umn4Xa7+6SuSG0tgnv3wuhiUV+LqWhuUhEItC3OCgC6ZEXEU5T03F6vjKFpNmSVeFBcbO3xDqVERERERERERERE1L/IdjuKli7FgaeeSriJ2WFGslZXAAK7dyNj4sReqC65W2+9FWVlZbj88suhmnz6PhQKYd68efjzn/+Mm2++GUIMvk3V7Hl50CIRRA4dgq6qiBw6dOSYEYng2JZlorYWw+K7ETQy4I14Oz9h0IJ9h+xdXq9kxYqEQUUGzPqXLHvaV53M1iOsRpOOr4s0AwAKXVnsZEbUQy6XhMmTndi7N4po1Fx0MxDQceiQipwcBTYbfwqJiIiIBgoGzIiIiIiIiAahx59/Gv/1tWsQDoRSmnfrrbfiV7/6FSSp9xte66qK2vffR2DPni7HxGIG/PtroevA4X0oddkGw+6Fo2V/0ms4HBImTXRAybD2UtVERERERERERERE1N8objeKLr4YFU89BTUY7PH5/Lt2nbCAGQAsX74c69atw7nnnotWEyE5ADAMA//v//0/bNq0Cffccw+s1sF1H1wIAdfQodAiEUTr6xMPNgy4AjWI2B1dDpGkngUaGDDrf7Ls6bigcAqe2/9hh2M1ocZOX9vtr4HH4kgaMpuUWdpLVRINTlarQF6eBfX1KoJBc+9/mmagrk5FYaEFgzAXTURERDQoMWBGREREREQ0yNx11134zne+A93ErqyHWSwWPPLII7j88sv7pKa434/ql19GYO/eTo9rGhAJ61DV9rveaVY3NKsbSLL0p8gCPp8Cp1NCnV2CuT1fiYiIiIiIiIiIiGigsqano2jZMhx4+mno0eQdjRIJ19RADQSguN29VF1yEydOxNatWzFr1izs27fP9Lx//OMf2LZtG55//nlkJejAdTJYvF6UrFjRo3No0Sj2P/446j/++Mhr0ZYWGJrW9slXG+QJXUd6qAKGlglDtnQ4T0/DDMkCZmYDFtS7chxezM4/HVub9kM3kv83CMbDEADcJkJmRJSYEEBWlgKLRUNzs2ZqTlaWwnAZERER0QDCgBkREREREdEgoaoqvv3tb+Oee+5JaZ7P58Obb76JiX20O2uoshLVr7wCLRzucEzXgUjYQDSmA8dmy4SAakuHrnS9++hXA5GeLsObLkP0cDdSIiIiIiIiIiIiIhpYbFlZKFqyBBWrVsFQj249Zug6tEgkpXM1fPYZvOPGmR5v8XohKT179KqoqAibN2/G/PnzsXbtWtPz1q5di4kTJ+LVV1/F+PHje1RDb5IUBbZeCL3lX7QMtes2wtDa/ptqhgLN+GoN4KtMg6YJwFBhbdiNQHopINoHwmJRHcFg1wEIVQNsCWpgB7P+K9uejhGefOz215gKmQXibetTHkuyNSciSkYIwOuVYbGIw3nfLmVlKbDbuX5LRERENJAwYEZERERERDQINDc344orrsBrr72W0rwJEybg9ddfR05OTq/XZBgGmjduRN0HH8DopJtaMKijqVGFHG1/zJAUqHYvDKnjjqPHcrkk5OVbkHlmWrvXcy/OhMWX2fMvAIDPx1+biYiIiIiIiIiIiPozR0EBChcvRtULLxy5F61FImjevDml8wT37UPz2LGmx5esWNErYSqPx4N3330X119/PR5++GHT86qqqnD22WfjkUcewdKlS3tcR38SNNzY5S+Es7kcMIBIRIIjXN9ujEUVgCEghRrgqq9EWEpvd7yhWkJw09H0gz9vUrvjuRercOV2XYOZgJlhGBBszXNSuC0ODPfkY08KITMBAbfFfgKqIxr8XC4JZWV27NkTQyzW8WewqMiK2tr4SaiMiIiIiHqCT8oRERERERENcLt378bixYuxfft203Mys7Mwb85c/POf/4TVau31mvR4HIfeegutndQUjxtobFARibS1LNPc+UeOqbZ0RNKLYUhd/7pqswqMKLUhO1vpdOE2K0uBLStxOI2IiIiIiIiIiIiIBg/X0KHIv/BCVK9eDRhGt84R9/uhx2KQ+uCeeTKKouChhx5CWVkZbrvtNtPzAoEAli9fjl//+tf48Y9/PKjCTprNg4hnCOytFZ0POOY/s0WPQIeCqOQ68lpP/yiSBcw0zUAsZsBmGzx/5gON56uQ2W5/TYdjGTY3ZCF3eD3Tlo40qxN7O5lDRKlRFIHRo+3Yvj2MYPBoyCwzU0F2tsKAGREREdEAxIAZERERERHRAPbee+/h4osvRkNDg+k5o08fh/++/U4sWbKkT2qKtbSg+uWXEa2ra/e6phnYty+Glup4u4Xfw6LuPMRceV2u+grRttvd0KFWKAoXbImIiIiIiIiIiIjoKM+oUciNRnHorbe6dwLDQKypCfbcBG2t+pAQArfeeitGjBiBFStWQFVVU/MMw8Btt92GL774Av/4xz/gcDj6uNITJ+7MgqRFgEgXIbNj2PQAdCEjLnqnQ1WygBnQ1sXMZmsbp6sq4s3NvXLtrli8XkgKH/cDAM3QEVQjCMYjsHQSJJOFDIvU8fWGaCs81sHzM0J0Mm3ZEgYA6DrQ1KQhHNZhtQooisDWreGTXB0RERERdQd/4yQiIiIiIhqgHnjgAXzzm99EPG5+97fJC2biB9f/F9xud5/UFNy3DzVr1kCLRI68ZhgG6utVlJdHEQ/G4DouXGZIMiLpQ6Ha0rs8r9crY+RIG1yujouBREREREREREREREQA4B0/Hlo0ioOvv96t+dGGhpMWMDvs8ssvR1FRERYuXIiWlhbT8x5//HHs2rULzz33HAoLC/uwwhMr6i6E3tIEB2qTjnVorTBkAU1YgR7uU+dymQuYZWS0/Xu8uRn7Hn20ZxdNomTFCtiysnrlXKquwR8P9cq5uuKxOKF0EvLqjogWw6FwEw6GmrDHX4PNjXvR6W6GSRloCJv/uSKi5CQJyMlR0NKiwe2WISV/+yQiIiKifooBMyIiIiIiogFG13VcddVVePLJJ03PEZLA+SsvxiULl8ABW6/XZBgGGtevR/1HHwHG0QW9UEhH+a4IGps0AMDx6wmaYkfEOxy60nlNVqvAiBE25OQoEF10NiMiIiIiIiIiIiIiOixz6lREa2vRvHlzu9dDlZXJJwuBWFMThNwxFJM1fXpvlZjU2WefjfXr12Pu3LnYv3+/6Xnr16/HtGnT8Nxzz+GMM87owwpPICHgdxbA3lgBGUe7ujVr6dAgQzKOW3nQAAlRSHE/4pICTSjQIUPOaIWu2GFIFsDEeoPZDmYDlT8ewqp9H/bpNZaXzECGzdOtuYF4uC1QFm7CoXATmqOBI8fCahTdC5e1iRjmugMSkXlCtG0YSkREREQDGwNmREREREREA4jf78fZZ5+NLVu2mJ5jddqx5AfXYMzk8cgz0nq9psO7wQZ27z76mmbgwIEYKg7EoB+zxqfLNgSzygAAkbRitBac2baYexwhBCZPcWDG2W7YbKkFyyxeb7e+DiIiIiIiIiIiIiIaHHxnnIGaNWsQqU3e9aodw4AWiUBxufqmsBSUlpbis88+w+LFi7Fx40ZEIhFT82pqanDOOefggQcewNVXX93HVZ4YhpAREGnwGM2Q0BbqUg0ZulBgdNjaro0EHcKIQTZibZ837f7qXBJ0xY6mte/A7h8Ba0ZG24fX2y5YaLcLCCFgGF0HmQZywKw/MQwDLfEgDoWajoTKAvFwn13PJhTEEe+z8xMREREREQ1UDJgRERERERENEOXl5TjjjDPQ1NRkeo43LxPLf3IDsorzUGx4YWgCzX4JqipQW9vzxbN4cxMaXn8ZasvRmoJBHXv2xBCJdLKwKiToFida86chmDWu011ChwyxYtGidOTldQyeERERERERERERERElIwC4hg2DoaqINjamNFcLhfpFwAwAMjMz8fbbb+PAgQO455578Oc//9nUvGg0ihUrVuCLL77Ar3/9a0hS8m5c/Z0OGUGRBrfRAtGD7lXC0CHHQwjvLUe9/9DR1yUJlvT0trCZzwerz4c0XUOr7oYhWzs9FwNm3aMbOhqjARwKNx7pUBZRYyfs+mlWFwJq3wXYiAar2bO715GQiIiIiAYOBsyIiIiIiIgGgFdffRVLly5FPG4+FDZyyjgs/v43oDhtcMGKLLjQ4pfw6qtu2Gw2fPFFXY9qsrXsR8aB9yD0tprUuIHGRhUZGTIs1s4Xq3XFhqbi8xDzFHQ45nLJmDfPg9NPd0B0EjwjIiIiIiIiIiIiIjJLCAF3aSn0HTsQb2kxPU+LxWDoOkQ/CWXZ7XaMGjUK//u//4vx48fjW9/6lum1gt/+9rfYunUrHn30UXg8Az8YoMKCkHDDZfh7/dyGriPW1IRYUxOwZw8AILs8CGdIh2ZxQrV5odrT2/5pS4dq9yIYTBxErP/44x7VlDV9eo/m9xeqrqEh2oqDoSYcDDeiNtKMuKaelFpyHT6kWRyoPilXJyIiIiIi6t8YMCMiIiIiIurnfvOb3+C2225Lac7Zy+biG7f/FyqrqhCNxVBiZECgl0Jbhg7PwQ1w125u+9QAWlo0tLRoMAwDGRlyp9Pijiw0lpwP3epu97oQAlOnOnH++R44HP1jwZ6IiIiIiIiIiIiIBj4hSUgbNQot27Z1OGbLzIRQOn90yp6djWhDQ1+Xl7Lrr78eo0aNwiWXXIK6OnObyL344ouYMWMGVq9ejYKCjpu/DTQx2CFBg6IYMAQgKx3XPoQugF5oLmaxtJ1bjocgx0OwBdrHksIBF/Y3FMCakQEhy4g1NUG22yHZ7QNyI73PG8p7NH9SZikAQDN0BNUINjXuQVCNoj7SAk3XeqNE0zRDO/I9oEgy3IodmfY0OGUbovrJCbcRERERERH1dwyYERERERER9VOGYeDyyy/H008/ndK8S753LRasvOzI4qUXdnjh6JWahBpFxoF3YPNXAQDCIR2NjSriqpFwXsg3Ei2FZwFS+19DCwutWLQoDQUF1l6pj4iIiIiIiIiIiIjoWEKWkTZ6NAK7d0M/pvOXUBRIFkunc9RQ6ESVl7JZs2Zh3bp1WLJkCTZv3mxqzhdffIGZM2fijTfewPDhw/u4wr4XhgsR2OEUUUid5bh6Kdt1OGDWlXgoisjBg4gcPAg1FELrjh1tlxcCssOBWEMDhMUCSVGO/BMDMHiWjGYYiOsqKoP1CKoRhNQoAAMWIcOh2E54PYokI6LFYZUMWKW2n/GgGkEwEDnhtRAREREREQ0kDJgRERERERH1Q8FgEGeccQa+/PLLlOaduXg2Ft5webvXhhoZvVKTEm6Ab99bkGN+qKqBxkYVoVDiLUANIaG1cDpCvtHtFk0dDglz56Zh8mTHgNzFk4iIiIiIiIiIiIgGDsligS0rC9G6Ouhq8u5Fqt8PSBKEJJ2A6lI3dOhQfPjhh/jGN76BVatWmZqzd+9ezJgxA6+//jpOO+20Pq6wjwmgzshDtmhAGsJ9dpmkAbN455vvGYYBNRSCGg4D4fb1SYrSFm48JnQmLJZ++73WGdXQEddUxHQVMT0O9avuZHa588Bm3xKwy1Y4FTuskgKrrEAWA+fPkqi/8vkU3HRTdp9fg4iIiIj6F/4NjYiIiIiIqJ/ZtWsXzjjjDDQ3N6c0b/71l+LS71/X7rVcKQ1uJN4d8p13/EnPnRXbixGRTxDUVUSiBqJRHcZX66Zer9zpHM3iRNPQ8xB35bZ7fcoUJ+bMSYPTyQU+IiIiIiIiIiIiIjoxhCzDlpWFSF0dDE1LONYwDEBVIazWE1Rd6txuN55++mn88pe/xB133GFqzsGDBzFz5kysXr0a06dP7+MK+5ABKEJFo8gGlAgcWisUIwLZOBweTPzf1yylmwGzrtgyMyGUjo/rGZoGQ1URb2mBLbtvAx2pMgCouoa4/lWgTFOhGb3z59sdQghkOtKREwvArdjhstihCBkRLXrSaiIajBRFICfnZIRGiYiIiOhkYsCMiIiIiIioH3n55ZexbNkyqCZ2UD1MkiXc8D8/xBkLz23/upAwTM6Eiu4vqglDw9DI58iPbYcaBwJhHbqefME05spF09DzoFucR17Lz7dg0aJ0FBX13wV5IiIiIiIiIiIiIhq8hKIc6WSWjKHrJ6CinpEkCbfffjvGjRuH//iP/0AkEkk6p6WlBeeffz5eeOEFzJ079wRU2fuEAPKNSki6gKIe3QTPEDIkQ4UwdIThhFVokKBB6mYgqrsdzLqsW1EgWToPbOjxeL/5ntMMHREtBq/VjZgeBwBYJAUWSYFLOTxGQ1M00Oe1KJKMbLsXeY4M5DozkG1PRyAeRiie/HudiIiIiIiIUsOAGRERERER0Umi6hr88dCRz3//m//Gnf/fr1I6h93lwHcf+S0KRg5FWG0fJBvtHQIDjd0OmFn0MEaFP4A7dgjBsG56obTVNwaxYdMBqW1R126XMGeOB1OmOCFJiRdjiYiIiIiIiIiIiIj6kmSxwJaVBSFJXY4RkgQhy10e72+uuOIKlJaWYunSpaiqqko6PhwOY8GCBXjiiSdw8cUXn4AKe58kGQDarzkYENCEBbpkgaoZUOWjxy2ZZZC0CCQ1CkmNwJKRCaHoMBJs+Jc0YKYaMAwDQvTO2kdn3c1OBk3X0RoLwSpZYJFkWKROfhb6KAtnlS3Ic2Qgx5GBPEcGMu1pkEXXP6uHTcos7ZuCiIiIiIiITiH947dSIiIiIiKiU5A/HsKqfR9C13Xc81+/wudvfpTS/PSibFx+//fR6pHQ2lLR7pgkJFhkBXlIvujWGbdaj1Gh94BwEP6oDsNEtkyHjD2OM1GSdxpcXy02TpzoxLx5HrhcA2chnoiIiIiIiIiIiIgGN8lqhau4GKGKChid3AC35eQg1tBwEirrvilTpuBvf/sblixZ0unXdDxVVXHppZfi/vvvx3XXXXcCKuxdkgQkavilG8CxETTd4oBucRw5nr1wOQpG50L1+xFrbESsqQnRr/4Za2yEFg4nDZgZBqCqQBdNyVIm9ZOAmUVSIHBiNgx0KnbkOjKQ58xAriMDGVZ3rwX2iIiIiIiIKDX947dSIiIiIiKiU5Qai+GXy29Gze6K5IOPMWzmeCz8zcoud1jNdWRAETLalk/N03VgYtZ+5NZ/jBBUxC0Cbot8zHEDwWDHFduo5MYO5zkIyj6UAMjNtWDRonQUF1tTuj4RERERERERERER0Ykg2+1wDx+OwL590CIRAICQZdhzcmDNyBhwATMA0DQNNpsNka++nmQMw8D111+PpqYmfO973+vj6nqXkABDawuSHe9wvs7Q28Z1eQ4hYElLgyUtDa6SknbH1HAY1m2H8H7TXijRFlgizVCiLZBjARy79hKPG0mDaGaJ3kqq9ZAQbSGzvpBmdSLX4UOeIwO5Di8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      "text/plain": [
       "<Figure size 3600x3600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Nyquist Plot\n",
    "import matplot2tikz\n",
    "from matplotlib.figure import Figure\n",
    "from matplotlib.offsetbox import OffsetImage, AnnotationBbox\n",
    "from cairosvg import svg2png\n",
    "\n",
    "\n",
    "fig, ax = plt.subplots(figsize=(6, 6), dpi=600)\n",
    "#ax.plot((CS_df_20mV_means[mask])[\"Z'\"].to_numpy(), (-CS_df_20mV_means[mask])[\"Z''\"].to_numpy(), 's-', \n",
    "#        linewidth=1, alpha=0.5, color='firebrick', markersize=2,\n",
    "#        label=\"20 mV\")\n",
    "ax.plot((CS_df_10mV_means[mask])[\"Z'\"].to_numpy(), (-CS_df_10mV_means[mask])[\"Z''\"].to_numpy(), 's-',\n",
    "        linewidth=1, alpha=0.5, color='mediumblue', markersize=2,\n",
    "        label=\"10 mV\")\n",
    "ax.plot((CS_df_20mV_means[mask])[\"Z'\"].to_numpy(), (-CS_df_20mV_means[mask])[\"Z''\"].to_numpy(), 's-', \n",
    "        linewidth=1, alpha=0.5, color='firebrick', markersize=2,\n",
    "        label=\"20 mV\")\n",
    "ax.plot((CS_df_30mV_means[mask])[\"Z'\"].to_numpy(), (-CS_df_30mV_means[mask])[\"Z''\"].to_numpy(), 's-', \n",
    "        linewidth=1, alpha=0.5, color='mediumseagreen', markersize=2,\n",
    "        label=\"30 mV\")\n",
    "\n",
    "Z_fit = randles_circuit(np.logspace(-1,4,num=100,endpoint=True), *popt)\n",
    "ax.plot(Z_fit.real, -Z_fit.imag, 'k-', linewidth=1, label='Fitted Model')\n",
    "\n",
    "Z_fit = randles_circuit(np.logspace(-3,4,num=100,endpoint=True), *popt)\n",
    "ax.plot(Z_fit.real, -Z_fit.imag, 'k--', linewidth=1) #, label='Fitted Model extrapolated to lower frequencies')\n",
    "\n",
    "ax.set_xlabel(r\"Z' $[\\Omega]$\")\n",
    "ax.set_ylabel(r\"Z'' $[\\Omega]$\")\n",
    "#ax.set_title('Nyquist Plot')\n",
    "ax.legend(loc='upper right')\n",
    "\n",
    "ax.grid(True)\n",
    "ax.set_xlim(left=0, right=70000)\n",
    "ax.set_ylim(bottom=0, top=50000)\n",
    "ax.axes.set_aspect('equal')\n",
    "\n",
    "svg2png(url=\"tikz_playground.svg\",  write_to=\"tikz_playground.png\", dpi=6000, scale=5)\n",
    "arr_img = plt.imread(\"tikz_playground.png\")\n",
    "im = OffsetImage(arr_img, zoom=0.2)\n",
    "ab = AnnotationBbox(im, (0.35, 0.82), xycoords='axes fraction', frameon=True)\n",
    "ax.add_artist(ab)\n",
    "plt.show()\n",
    "\n",
    "#plt.show()\n",
    "#matplot2tikz.clean_figure()\n",
    "#matplot2tikz.save(\"mytikz.tex\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4fa93587-aded-4baf-9a51-b30ac2371316",
   "metadata": {
    "jupyter": {
     "source_hidden": true
    }
   },
   "outputs": [],
   "source": [
    "# Bode Plots\n",
    "plt.figure(figsize=(10, 6))\n",
    "    \n",
    "# Magnitude\n",
    "ax1 = plt.subplot(2, 1, 1)\n",
    "plt.loglog(freq_data, np.sqrt(((CS_df_20mV_means[mask])[\"Z'\"].dropna().to_numpy())**2 + \\\n",
    "                              ((CS_df_20mV_means[mask])[\"Z''\"].dropna().to_numpy())**2), \n",
    "           'o', markersize=5, label='Experimental |Z|')\n",
    "plt.loglog(freq_data, np.sqrt(Z_fit.real**2 + Z_fit.imag**2), \n",
    "           '-', linewidth=2, label='Fitted |Z|')\n",
    "plt.ylabel('|Z| (Ohm)')\n",
    "plt.legend()\n",
    "plt.grid(True, which=\"both\", ls=\"-\")\n",
    "plt.title('Bode Plot')\n",
    "\n",
    "# Phase\n",
    "ax2 = plt.subplot(2, 1, 2, sharex=ax1)\n",
    "phase_exp = np.arctan2(-((CS_df_20mV_means[mask])[\"Z''\"].dropna().to_numpy()), ((CS_df_20mV_means[mask])[\"Z'\"].dropna().to_numpy())) * 180 / np.pi\n",
    "phase_fit = np.arctan2(-Z_fit.imag, Z_fit.real) * 180 / np.pi\n",
    "plt.semilogx(freq_data, phase_exp, \n",
    "             'o', markersize=5, label='Experimental Phase')\n",
    "plt.semilogx(freq_data, phase_fit, \n",
    "             '-', linewidth=2, label='Fitted Phase')\n",
    "plt.xlabel('Frequency (Hz)')\n",
    "plt.ylabel('Phase (deg)')\n",
    "plt.legend()\n",
    "plt.grid(True, which=\"both\", ls=\"-\")\n",
    "    \n",
    "plt.tight_layout()\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5bcbfc79-c020-41e2-942d-f31839f2cacc",
   "metadata": {},
   "source": [
    "Oh gods, this is terrible.\n",
    "The Nyquist plot is HIDING just how bad it is, oh my god\n",
    "The Bode plot makes me want to cry.\n",
    "\n",
    "Adding *sigma* to the *scipy.optimize.curve_fit* does make the fit better with the Bode plot ONLY WITH THE STARTING DATA, \n",
    "but it makes the Nyquist plot look absolutely insane.\n",
    "This is maybe because of the lack of Rs? Because the Rp goes insaaaane.\n",
    "\n",
    "This is definitely because of the objective function I'm using, but I don't know which other function to use."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "bfacedae-95f7-4d09-a92a-8e0fe83d415b",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e9986377-8c26-437c-b980-1909d6e32bab",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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