diff --git a/electrochemical_OCP_EIS_LPR/.ipynb_checkpoints/EIS-checkpoint.ipynb b/electrochemical_OCP_EIS_LPR/.ipynb_checkpoints/EIS-checkpoint.ipynb
old mode 100644
new mode 100755
index 5ccd83c..6936053
--- a/electrochemical_OCP_EIS_LPR/.ipynb_checkpoints/EIS-checkpoint.ipynb
+++ b/electrochemical_OCP_EIS_LPR/.ipynb_checkpoints/EIS-checkpoint.ipynb
@@ -1,3 +1,1516 @@
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+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "edd45bd3-d582-4a4e-b61b-4a20b65290b3",
+ "metadata": {},
+ "source": [
+ "## Imports"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 137,
+ "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": 138,
+ "id": "f21e4149-b8bf-4ddd-9f52-a9e1527939cf",
+ "metadata": {
+ "jupyter": {
+ "source_hidden": true
+ }
+ },
+ "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"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 139,
+ "id": "91821d16-a56b-457c-938a-9665dce5d4ee",
+ "metadata": {
+ "jupyter": {
+ "source_hidden": true
+ }
+ },
+ "outputs": [],
+ "source": [
+ "\n",
+ " \n",
+ "try:\n",
+ " HS_EIS_10mV_1_df = EIS_z60_import(\"./HIPed_Stellite1_EIS/10mV_1.z60\")\n",
+ " HS_EIS_10mV_2_df = EIS_z60_import(\"./HIPed_Stellite1_EIS/10mV_2.z60\")\n",
+ " HS_EIS_10mV_3_df = EIS_z60_import(\"./HIPed_Stellite1_EIS/10mV_3.z60\")\n",
+ "\n",
+ " HS_EIS_20mV_1_df = EIS_z60_import(\"./HIPed_Stellite1_EIS/20mV_1.z60\")\n",
+ " HS_EIS_20mV_2_df = EIS_z60_import(\"./HIPed_Stellite1_EIS/20mV_2.z60\")\n",
+ " HS_EIS_20mV_3_df = EIS_z60_import(\"./HIPed_Stellite1_EIS/20mV_3.z60\") \n",
+ "\n",
+ " HS_EIS_30mV_1_df = EIS_z60_import(\"./HIPed_Stellite1_EIS/30mV_1.z60\")\n",
+ " HS_EIS_30mV_2_df = EIS_z60_import(\"./HIPed_Stellite1_EIS/30mV_2.z60\")\n",
+ " HS_EIS_30mV_3_df = EIS_z60_import(\"./HIPed_Stellite1_EIS/30mV_3.z60\")\n",
+ "\n",
+ " CS_EIS_10mV_1_df = EIS_z60_import(\"./Cast_Stellite1_EIS/10mV_4.z60\")\n",
+ " CS_EIS_10mV_2_df = EIS_z60_import(\"./Cast_Stellite1_EIS/10mV_5.z60\")\n",
+ " CS_EIS_10mV_3_df = EIS_z60_import(\"./Cast_Stellite1_EIS/10mV_6.z60\")\n",
+ " \n",
+ " CS_EIS_20mV_1_df = EIS_z60_import(\"./Cast_Stellite1_EIS/20mV_4.z60\")\n",
+ " CS_EIS_20mV_2_df = EIS_z60_import(\"./Cast_Stellite1_EIS/20mV_5.z60\")\n",
+ " CS_EIS_20mV_3_df = EIS_z60_import(\"./Cast_Stellite1_EIS/20mV_6.z60\")\n",
+ " \n",
+ " CS_EIS_30mV_1_df = EIS_z60_import(\"./Cast_Stellite1_EIS/30mV_4.z60\")\n",
+ " CS_EIS_30mV_2_df = EIS_z60_import(\"./Cast_Stellite1_EIS/30mV_5.z60\")\n",
+ " CS_EIS_30mV_3_df = EIS_z60_import(\"./Cast_Stellite1_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",
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+ " Z' Z'' Z theta\n",
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+ "metadata": {},
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+ "source": [
+ "HS_EIS_20mV_2_df "
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "0bcdaf4a-ff61-4374-b2a3-4ec1f4e9dc90",
+ "metadata": {},
+ "source": [
+ "## Calculating average and standard deviation, and throwing it into one df"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 141,
+ "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",
+ "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",
+ "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_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",
+ "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",
+ "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": 195,
+ "id": "e85eae7d-0327-4c33-badb-da1dd6b44c51",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Throwing it into one df \n",
+ "\n",
+ "CS_10mV = CS_df_10mV_means\n",
+ "CS_10mV[\"Z' STD\"] = CS_df_10mV_err[\"Z'\"]\n",
+ "CS_10mV[\"Z'' STD\"] = CS_df_10mV_err[\"Z''\"]\n",
+ "CS_10mV[\"Z STD\"] = CS_df_10mV_err[\"Z\"]\n",
+ "CS_10mV[\"theta STD\"] = CS_df_10mV_err[\"theta\"]\n",
+ "CS_10mV = CS_10mV[[\"Z'\", \"Z' STD\", \"Z''\", \"Z'' STD\", 'Z', 'Z STD', 'theta', 'theta STD']]\n",
+ "\n",
+ "CS_20mV = CS_df_20mV_means\n",
+ "CS_20mV[\"Z' STD\"] = CS_df_20mV_err[\"Z'\"]\n",
+ "CS_20mV[\"Z'' STD\"] = CS_df_20mV_err[\"Z''\"]\n",
+ "CS_20mV[\"Z STD\"] = CS_df_20mV_err[\"Z\"]\n",
+ "CS_20mV[\"theta STD\"] = CS_df_20mV_err[\"theta\"]\n",
+ "CS_20mV = CS_20mV[[\"Z'\", \"Z' STD\", \"Z''\", \"Z'' STD\", 'Z', 'Z STD', 'theta', 'theta STD']]\n",
+ "\n",
+ "CS_30mV = CS_df_30mV_means\n",
+ "CS_30mV[\"Z' STD\"] = CS_df_30mV_err[\"Z'\"]\n",
+ "CS_30mV[\"Z'' STD\"] = CS_df_30mV_err[\"Z''\"]\n",
+ "CS_30mV[\"Z STD\"] = CS_df_30mV_err[\"Z\"]\n",
+ "CS_30mV[\"theta STD\"] = CS_df_30mV_err[\"theta\"]\n",
+ "CS_30mV = CS_30mV[[\"Z'\", \"Z' STD\", \"Z''\", \"Z'' STD\", 'Z', 'Z STD', 'theta', 'theta STD']]\n",
+ "\n",
+ "HS_10mV = HS_df_10mV_means\n",
+ "HS_10mV[\"Z' STD\"] = HS_df_10mV_err[\"Z'\"]\n",
+ "HS_10mV[\"Z'' STD\"] = HS_df_10mV_err[\"Z''\"]\n",
+ "HS_10mV[\"Z STD\"] = HS_df_10mV_err[\"Z\"]\n",
+ "HS_10mV[\"theta STD\"] = HS_df_10mV_err[\"theta\"]\n",
+ "HS_10mV = HS_10mV[[\"Z'\", \"Z' STD\", \"Z''\", \"Z'' STD\", 'Z', 'Z STD', 'theta', 'theta STD']]\n",
+ "\n",
+ "HS_20mV = HS_df_20mV_means\n",
+ "HS_20mV[\"Z' STD\"] = HS_df_20mV_err[\"Z'\"]\n",
+ "HS_20mV[\"Z'' STD\"] = HS_df_20mV_err[\"Z''\"]\n",
+ "HS_20mV[\"Z STD\"] = HS_df_20mV_err[\"Z\"]\n",
+ "HS_20mV[\"theta STD\"] = HS_df_20mV_err[\"theta\"]\n",
+ "HS_20mV = HS_20mV[[\"Z'\", \"Z' STD\", \"Z''\", \"Z'' STD\", 'Z', 'Z STD', 'theta', 'theta STD']]\n",
+ "\n",
+ "HS_30mV = HS_df_30mV_means\n",
+ "HS_30mV[\"Z' STD\"] = HS_df_30mV_err[\"Z'\"]\n",
+ "HS_30mV[\"Z'' STD\"] = HS_df_30mV_err[\"Z''\"]\n",
+ "HS_30mV[\"Z STD\"] = HS_df_30mV_err[\"Z\"]\n",
+ "HS_30mV[\"theta STD\"] = HS_df_30mV_err[\"theta\"]\n",
+ "HS_30mV = HS_30mV[[\"Z'\", \"Z' STD\", \"Z''\", \"Z'' STD\", 'Z', 'Z STD', 'theta', 'theta STD']]"
+ ]
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+ "Freq \n",
+ "0.100000 52385.766667 5174.215536 -16872.066667 4506.482115 \n",
+ "0.103060 53565.966667 4485.564558 -17155.066667 5626.342084 \n",
+ "0.115770 51369.266667 4821.971581 -19388.833333 5416.794928 \n",
+ "0.130047 49831.533333 4390.182188 -18669.633333 5283.797888 \n",
+ "0.146085 48398.700000 4110.090132 -20213.066667 5719.749157 \n",
+ "... ... ... ... ... \n",
+ "6280.290000 13.137567 0.030354 -2.815247 0.023505 \n",
+ "7054.800000 13.019433 0.034522 -2.735047 0.022472 \n",
+ "7924.830000 12.894633 0.040029 -2.666353 0.025520 \n",
+ "8902.150000 12.735333 0.038534 -2.610677 0.022780 \n",
+ "10000.000000 12.567233 0.046573 -2.557347 0.021008 \n",
+ "\n",
+ " Z Z STD theta theta STD \n",
+ "Freq \n",
+ "0.100000 74084.661695 7317.445786 -107.688684 3.084636 \n",
+ "0.103060 75753.716542 6343.546233 -107.521389 4.137322 \n",
+ "0.115770 72647.113609 6819.297607 -110.477594 3.873465 \n",
+ "0.130047 70472.430274 6208.655191 -110.287651 3.561730 \n",
+ "0.146085 68446.097941 5812.545207 -112.389808 4.074807 \n",
+ "... ... ... ... ... \n",
+ "6280.290000 18.579325 0.042927 -102.095135 0.124990 \n",
+ "7054.800000 18.412259 0.048822 -101.864031 0.124997 \n",
+ "7924.830000 18.235765 0.056609 -101.683217 0.143888 \n",
+ "8902.150000 18.010481 0.054496 -101.585063 0.132362 \n",
+ "10000.000000 17.772752 0.065864 -101.502538 0.133297 \n",
+ "\n",
+ "[100 rows x 8 columns]"
+ ]
+ },
+ "execution_count": 196,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "CS_30mV "
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "7cd5ea3d-4381-429e-bd6d-b46d355657d4",
+ "metadata": {},
+ "source": [
+ "# Visualizing data"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "802a394f-df3b-40de-a72b-aa25eb4a3497",
+ "metadata": {},
+ "source": [
+ "## Plotting average data in Bode Plot"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 212,
+ "id": "28c0aa53-7db6-4a19-bdb3-be5aefb510dd",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "10mV Theta mean error : 3.57%\n",
+ "10mV |Z| mean error : 2181.68%\n",
+ "\n",
+ "20mV Theta mean error : 2.53%\n",
+ "20mV |Z| mean error : 1125.86%\n",
+ "\n",
+ "30mV Theta mean error : 2.13%\n",
+ "30mV |Z| mean error : 968.84%\n"
+ ]
+ }
+ ],
+ "source": [
+ "print(f\"10mV Theta mean error : {CS_10mV['theta STD'].mean():.2f}%\")\n",
+ "print(f\"10mV |Z| mean error : { CS_10mV['Z STD'].mean():.2f}%\")\n",
+ "print()\n",
+ "print(f\"20mV Theta mean error : {CS_20mV['theta STD'].mean():.2f}%\")\n",
+ "print(f\"20mV |Z| mean error : { CS_20mV['Z STD'].mean():.2f}%\")\n",
+ "print()\n",
+ "print(f\"30mV Theta mean error : {CS_30mV['theta STD'].mean():.2f}%\")\n",
+ "print(f\"30mV |Z| mean error : { CS_30mV['Z STD'].mean():.2f}%\")\n"
+ ]
+ },
+ {
+ "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": 256,
+ "id": "220655d9-55dd-4eed-98e0-72c3f40cab55",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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fdTPdJLBzdaTCR92B9PKJcZfv0PvNgentuEhghFFWqcz5ydaFC+d46qn3gESeesqVevU8CAqaU4CrFARBEAoD2SQowUhOAvMyJS2OUWxknqK2kV6vJyUlBQcHB7RarTGhDKTnJchM5r68tq1Ffta1ZE5uMjmNFdROYiPz7dxeU6fTodPp0Gg0REREmD2eKDkJip7C8OcNGsTToAEPTySkACmEh98D0nMWZOSzyZONoQgAdtcuZspZ8GjTQKfRUn/Ks8Q/bMftP2hSGUF7PxxyqCiWmOhISEj6hkJICKSmrjAmQixNfio/a0tOAuvNyU4mN18O4qcsGZN7HsvGbMWfS06CMozkJBCE0suffybw558JhIQk0b69C507u9G5s1txqyUIQiFQ3P58zBzTp/nT+vc3JjkEeMc95/KJDu5ONJj2qDLCv1MieLzqCgAiIsKBqURHV6RxYz3Xr9uRmGhd3QXBVhE/LpRkZJOgBCM5CSyXKWlxjGIj8xRHTgKlUllkOQl69nSiSxdvHB1PsG9fg2xjdy2htMfnWYPSbiOdTic5CWycwvTn+fmurNayJdsiI41t+/Bz3JyxFX1aGurMb49MX00VfVQc2/u1sa3R6HF0PMGvv3ry+utLOHjwkaxKpcrTvUdJ81P5WVtyElhvTk45CXLy5WDd72Br+fGc9LLGHMlJYLt2Kqg/L6gvz/1OQbBpypUrR82aNalZs6YxkYUgCEJRk5iYyOLFi+nWrRt+fn44Ojri5eVFu3btmDZtGleuXMkyJzY2lhkzZtC0aVNcXV0pV64cderUoVOnTkyePJlTp05Z/PpXr17lyy+/ZNiwYTz22GPY2dmhUCg4fPiw2bmHDh2iV69eeHt74+bmRuvWrfnhhx/ydP3W5P79+6hUKuzs7LK1W2ZGjhyJQqFg2rRpZmUF28XW/Pn8r79m1e7dxv8iL1/nUuhFLp8IxydZgXb6ZuN/Co1p+cQ7t+/Q/JWu1B/UiaYDnuTZF55mXuWp3A36lmruatq3DwKW0b59EC4uzkyceJ2OHc+zcGEy/fp9RvXqb+Lh8TrVq79J9+7ji8cAglCGUCgUZsPQZsyYgUqlYvbs2VnGYmNjmTp1Kk2bNsXb25ty5crh5+dHp06dmDZtmvjzEurP5SSBIAiCkG8OHz7M888/z82bN3FxcaF169ZUrlyZuLg4jh07xuHDh1m4cCEbNmygV69eAERFRdGxY0euXr2Ku7s77du3x8fHh+joaI4fP86BAwe4c+cOy5Yts0iH9evX8+GHH+ZZ982bNzN48GB0Oh2dOnXC19eXvXv3Mnz4cE6dOsWiRYvyvGZB8fLyonfv3mzYsIFffvmFcePG5SirVqvZvDk9bnzw4MFFpaJQxulUqRYPIiNBrUbp5sYt9X2T/AU4KnF9qRGGgrFnp27ELTmWcwdiqfH44/y4+fOHT1abMXLkFA4cmE9ISCJJSfbcuHGD6Oj0HyEPHkDNmkFFfn2CIFhOVFQUXbp0Mfrztm3bUr58ee7fv09oaCgHDhwgJiaG1q1bW7Se+HPb8eeySSAIgiDki9OnT9O5c2eSk5OZMGEC48ePx9XV1XhETqfTsWnTJsaNG8f169eN80aNGsXVq1fp1asXa9aswdPT05hEyt7ent27d3MtQxI1c9SqVYsPP/yQVq1a0apVK15//XX+/vvvXOfcv3+fkSNHkpaWxvr163n++ecBuH37Nh06dGDx4sU888wzPP3003k1S4EZOnQoGzZsYO3atbneVGzfvp24uDhatGhBgwYNilBDoSwzcdUq4NFR7gGtm/FydM75C6ra2fGKtzfcusXq2BS+7juN5fVP8nXfphw7f4Wz4ek/CI4fB1fXyUV0FYIgWIMPP/yQq1ev0qdPH1avXo1KpQLSj8prtVp27NjB7du3LV5P/Lnt+HPZJCjBSHUD8zIlLSOy2Mg8Zam6QXqNc0hJSUGny1ssY2Fn+tXr9QwZMoTk5GSmTJnClClT0Gq1Wdbo3bs3bdu25dq1a6SkpJCcnMwff/wBwPz581GpVKSkpJjM69y5s8la5vTq3r073bt3N7Z1uvRM7KmpqVkyWBtYuXIlcXFx9OnTh969exvlypUrx5w5cxgwYACffvop7du3z7eN8jKWsT8wMBAfHx/OnTvHiRMnaNasWbZz1z6sez9o0CCpblDCKQx/XlTfwb61G7DO6dGmniLheuYpRq7F3uSI118k3T6Li+999In3Tcb1etMNBrVaTXh4eInzU/lZW6obWG+OLVU3KIgfz23dgs7JTsZgk9xsodPpjHLJycns2rULgAULFqBSqbLMDQwMNLt2RsSfW8+fF9SXSxB7CWbJkiX4+/vj7+/PxYsXjTcYgiCUbDQaDfPmreCpp0YDy3jqqdHMm7cCjUZT3KoZ2b17N//88w9Vq1Zl4sSJucp6enrSsGFDIH3H3+AAfX19C13PnNixYwcA/fr1yzLWs2dPVCoVf/75J2q12qL1unbtikqlIjIyknXr1tGpUye8vLyoVasWkyZNIjU1FYDw8HCGDx9O9erV8fLyonv37pw5c8ZkLUdHR/r37w/Azz//nO3rxcTEsGvXLuzt7XnxxRctvWzBRinJ/nzMnDlM/+EH43/O6jRjvoJ/x/3MTXTMLQdzy8E1pYYXbt7kFW9vXrh5EzetaakDJ6dkmjdfASyjefMV1KjhXByXJAgF4o03ZtC58xg6dx5Dt25jgWV06zbW2PfGGzOKW0WrkNGfly9fvtj0EH9eOMhJghKMVDewXKakZUQWG5mntFY30Gg09O37Pvv2dUWn6wRAWBicPHmBgwc/4PffV+RpZ7iwMv0anh689NJLuLq6mozllum3atWqqFQq1Go1QUFBTJo0Kde5+aluYEj65ujomOOcf/75B4AWLVpk+5pPPPEEoaGhREZG0qRJk2yvJbvXXLlyJcuWLaNly5Z0796dgwcPsmjRIu7du8eUKVPo3Lkz7u7udOzYkYsXL/L333/TvXt3Tpw4QcWKFY3rDh8+nK+++op169axaNEik0R2Tk5ObNmyhdTUVLp3746fn5/xyYlUNyiZ2Fp1A0vIad3nOnTj/sPKCFd1l6k+s59xLGHcL8x1eSR7W6+lff0gQkISad7cHlfXRrRv/xEuLgkEBLjRtas7tWp5mH1NW7VRftaW6gbWm1Nc1Q0iIhIICXnVRObQoUd/29kF5dk3F0XW/tyuS6lM/8lo8CVAFn8+fvx4i9ayVDfD64H4cwNS3UCwCFvLhiwIQsFZsGDVww2Ceib9aWn12LevCwsXriomzUw5ceIEAM2bN8/TPEdHR4YOHQrA5MmTadWqFdOnT2fXrl3ExcVZXc/siI+PNz6prVq1arYy1apVA7AoI3FGvv32W/744w/27dvHxo0bOXPmDBUrVuT//u//6Nu3L0OGDOHs2bOsX7+eU6dO8corrxATE8OqVab/ru3ataN27dpcv36dffv2ZXmd1atXA+lHE4WST2ny5xkrIzTJlKxMWc4F5cy+j/6r5M6+fZ8Do1izZiLff/8/5s+vyoED9Zk/vyqBgY82CIKDNcZKCBMnXmfv3ngEQSg+HB0djUn2JkyYQKtWrZg1a5b481Liz0uuFxIEQSiFbN16JssGgYG0tHps2XIm27GixhDzmZ8jhkuWLGHw4MEoFApCQ0OZNWsWzz77LFWqVOHpp582nlIoLBISEox/u7i4ZCtjOB2RUdYSPvzwQzp06GBsV6pUiSFDhqDX60lNTWXOnDnGH4AKhYIxY8YAcODAgSxrGW4YfvrpJ5P+qKgogoODcXNz49lnn82TfoJQlMTGZY4NN42fjYl9QJ22DanaZAhdB/Wh1/PPGcdGjJhMx46j6dhxNAMGzGPq1Hc5cGA+Bw8u4MCB+axevaAIrkAQyg6GUogqlQqVSmVsKxQKZs6cme2cTz/91MSfz507l2effRYfHx+efvppdu/eXag6iz8vPCTcQBAEwYZ48MA+1/GEhNzHi4rMCcbygouLC9999x0TJ05ky5YtHDx4kGPHjhEdHc2+ffvYt28fCxYs4P3337eixo+wRPf8Xl/Xrl2z9BmOvD711FPGI5sGateuDcCtW7eyzBs8eDAff/wx69evZ/ny5cYERT/99BN6vZ6+ffvmeFMkCLZA45qPc2XrDdTqZABcHmY+N6D0UOE3pYexfX3WNuPfoaH3+eef141tlWoyUVEjAAgJST+yLQiC9Rg2bBgAaWlpQHq1IQMnT57k1KlTWeYY/Pm0adNYt24d+/fvJywsLIs/zxiKYE3EnxceskkgCIJgQ7i7p+U67uaW+3hR4evry/nz57l7926+16hXrx6TJ6eXPEtOTubw4cNMnz6dAwcOMHnyZPr160e9etmfqigI7u7uxr+TkpKy5FQw9AO4ubnlae3sjjsa1s9tLLuszbVq1aJt27YcPnyYbdu28cwzzwCPnkTYSi1lQciJFfOXAukJvgA++WopV7beMI4rM2V7z/ijpFw5+0xjOb/O3r3x7N79gODgBBo21BIQoKQQ0wwIQqnk+++/B8g2Jn7GjBnZbhIYqF+/PpMnT2bs2LHodDqOHz/ORx99ZPTnAwYMoEaNGlbXWfx54SGbBCUYKYFoXqaklU0SG5mntJdA7NnzMcLCLpCWlvXHsb39eXr1ejzHMkC5rWsJeSkH1KhRI4KDgzl27JgxG68l5YBy6tPpdLRu3ZrNmzfTuHFjrl27xs6dO6lRo0aer8VcySQnJyc8PT2Ji4sjKioKDw+PLDJXr14F0o8Xmvs3z/yamWUMVSnS0tLyVE5Jq9UycOBADh8+zI8//kjPnj05deoU586do0qVKnTs2NGiMpFSAtH2KcklEPMyZ9xI09NBXQb2MJWLjaNuu8cASEpKxbPi38Td/h4ArTZreUTDuitWLCEiIpnjx9OIj9dz/bojAQETstVXSiBKCcTCLoGo0+X+5Fqn01vkx3PSyxpzrFECMTtZQ7tly5Ym/nzbtm28/vrr4s+L0J9LCcQyTEkumSQIQvaMHfs6nTrtwt7+gkm/vf0FOnXazZgxrxWTZqb07NkTgPXr1+frJiYnXFxcaNWqFVC4N/CNGjUCyPbJiEaj4ezZszg5ORXKSYa80L9/fxwdHdm5cyf379/nl19+AWDAgAElOrmdYEpZ9ecedi7cmvM7t+b8zs2Pd6B0dqTS5J5UmtyTWnP64lYhltY+z9PK5zkqO501KY945Uo4vXuv4KmnVrBlywWOH38bGMXp06O5ejW1uC9NEMo8Li4utGjRAhB/DiXPn8tJghKMlEC0XKaklU0SG5mntJZAdHJyYufOVSxcuIrNm//i2DENrVo50LdvI8aPX5XnXeHCKpv0zDPP0LBhQ86ePcunn37K9OnTc5wfHx/PtWvXaNasmdnXSi8fFQGkH+crrBKIzzzzDAcPHmTz5s289prpxsuOHTtQq9X06tULT0/PbOfnVDLJycnJGKdokDH8mymVyixjGcnu/VW+fHl69+7Nxo0b2bhxI+vWrQPSY0ezW0tKIJZMSlMJxLzMOXn4pPHv8PBwug3saWxfWXsYnB2we3hC2TE+ja5dZxjLI27fPidDzoJlJutGRETw5JMLiItLw9VVT926zuzfbyojJRClBGJ2WKMEYr16nsacGTodhIQk0r69K4av3jp1PEtFCcTcXsvQjnxYDtXPz0/8eRH7cymBWIYpTSWTBEF4hIODA5MnjyI4eCWQ/v/Jk0fZ1I83hULB6tWrUalUzJgxg48++ojExEQTGb1ez5YtW2jfvj2hoaFA+rHqNm3asHnzZuOxPQMajYaPP/6YkydP4uzsTLdu3QpN/9dffx0PDw+2bt3Khg0bjP137twxJlj63//+V2ivnxcMJSNnzpzJjRs3aNSoUba1noWSi/jzdHT2j47O6jRa/Kc+Kpd4V6lh44Fu3NE9z8YD3biXsCPHddLSnLl27U0ePHiHW7feJTnZsqPdgmANgoLmcODAFxw48IWxxOe+fZ8b+4KC5hS3ilYhNjaWjh075urPT506hbOzMz169MhhlYIj/rxwkJMEgiAIQr5o2rQpe/bsoX///syfP5/PP/+cNm3aULlyZeLi4ggNDeX27duoVCpjnWKAo0ePMmDAADw8PGjRogWVKlUiJiaG06dPc/PmTezt7fn888+pVKmSRXrcvHmT5557VDrt3LlzQPqNgyFRUe/evZk6dapRxtvbm1WrVjFkyBBeeOEFnnzySXx9fdmzZw+xsbG89957BAYGWsNMBaZ37954e3sbj2u+/PLLxayRIBQOHnoVd+btBECtUZuM2burqPBRd2M7YcrmDKOOuLtP5cGDijRvbk9UlB2Z9iyNBAdrCA7WcvbseUlyKAgF5NixYyb+vHz58sTFxYk/z4GS5M9lk6CImTFjRra1RiMiIqhZs2bRKyQIglAAAgICuHTpEqtWrWLz5s38888/HDhwADc3N+rXr89bb73F0KFDjZsEnp6ehISEsG3bNvbv3094eDjBwcHY29tTvXp1evfuzejRo6lfv77FOqSkpHDkyJEs/WfPnjX+3aBBgyzjzz33HHv27GHhwoUcPnyY1NRUHnvsMd59911GjBiRD2sUDo6Ojrz00kusXLkSOzs7m8yCXBYRf259NqzZYDwiXrfjE7nK2qGnUqXlPHigx9nZHje32jRp8i4NG2q5c2eRiWx8/KNEcps3LzcmOUxKsufePWeGDv3c+hcjCKUcT09P9u3bx65duzh48KCJP/fz86N37968+eabxpwBliD+3HaQTYJioFq1ahw7dsykr3z58sWkjSAIQsFwc3NjzJgxjBo1CsgaR5cxm7BCoaBdu3Y0b97cRDZzySVLMz8D1KxZM991kNu3b8/vv/+er7kZ2bdvn/HvzLoPHz7cGG+e3XUZsm7nxooVK1iyZAmQv9hUoXAQf154dAkINJZLVKuTUeoyS+h4ym0/OrskHD088K5Xj6Wb6xMeHs69e67UrBn0cK6aGjUe1R+Pikp+mOQQjh8HO7sVRXE5gmCzWOI/DWGFGVEoFLRt25a2bdtaxZeD+HNbQjYJMhAWFsbu3bs5evQoR44c4caNGzg5OaFWq3Odp1armTdvHmvXruXKlSt4e3vTo0cPZs2aZXLE1oC9vb3Fx24EQRAEQcgb4s9LPivmLzX+HR4eTp9Bz3JtznbS9DrsFXYkP1ATWc4ePFRAKklXHlWEWbjwA+OJhPDwcMaPX0LHjqMB+Pffa0V6HYIgCCUR2STIwOzZs9m8ebN5wQyo1WoCAwMJCQmhcuXK9O3bl8jISIKCgti2bRuHDh2idu3aJnNu3bpF9erV0ev1NGrUiKlTp9K+fXtrXoogCIIglFnEn5c+tq3dYpKtvk77x1BOelQN4f6UDbzZtStqtRq3atVYvnatcSwqKpnQ0LcftkyrHAiCIAhZKZvpc3OgXbt2TJs2ja1bt3Lr1i2L5sydO5eQkBDatWvHhQsX+OWXXzhy5AifffYZd+/e5dVXXzWRb9OmDT/++CPbt29n7dq1+Pr60rFjR3bv3l0YlyQIQgll7954pk69QYcOrkydeoO9e+OLWyVBKDGIPy/96HWP4g+urD2Mzsme0zHhXEi6wZ6TISayGXMSgCMq1WRgGc2br6BGDeeiUVgoc4gfF0oycpIgAxMmTMiTvEaj4YsvvgBg+fLlxqybkF5q44cffmD//v2EhYXRokULAHr27GmyRseOHYmKiuKTTz6ha9euBbwCQRBKC4GBHgQGehS3GoJQIhF/XvpRuT76NzKUSzS25+QWlzwSZ+fltGw5noYNtZw7t8IYigBQp45HqSlRJxQv4seFkoxsEhSAgwcPEhsbS+3atWnWrFmW8RdeeIHTp0+zdetW401FdrRu3ZotW7YUpqqCIAiCIOSA+POSR6dWHbjw22UAUq/cNxlLTk7mzYcbNWq1Gs+0ODp0cDa2a9RwZd269CSHPXuquXDhHePc2NhviugKBEEQbBfZJCgAp06dAjBm6c6Mod8glxMnTpygevXq1lVOEARBEASLEH9e8lgxfynh4eEA9HjteZOx5JRUTseEG9txDlrOH0g/KWKYY8DDQ2HSLlfO3qS9d288u3c/IDg4gYAAN7p2dZenw4IglHpkk6AAXLlyBSDbjMcZ+w1yAGPGjKFPnz7UrFmTuLg4Vq1axV9//WVxgqWGDRtm23/58mX8/PyIjo7OMpa5L69ta5GfdS2Zk5tMTmMFtZPYyHy7tNjIUM7GwcEBrVZrUtpGq9Vmkc/cl9e2tcjPupbMyU0mp7GC2klsZL6d22vqdDp0Oh0ajYaIiAgUCkWOspB+9N7BwSFXmdJGafTnpeU7OLcxQ3/rx5tz8+GpAo1Wi4ObM8rpj8IPEqduZFjHjunjGg3OlSsz+bPPiI6ORqMx/ez8++8ZWrV6w9iuUcOZOXPeZ8GCRL75RomDQwrh4fcKdD0FkbeGPzf33iqN94W5+XIQP2XJmNzzWDZmK/68oL5cNgkKQEJCAgAuLi7Zjru6uprIAdy4cYOhQ4dy9+5dPD09adSoEXv27KFz586Fr7AFBAdr2LNHwalTCtq2TSYgQElAQNm6WRQEQRDKFqXRn5clZo2ZYvw7Ojqage8OMRlX6HS8cOOGsb0mKcn4t0rlSKVKy3nwQI+7u4L4eJcMlRDgwoX/ERExH0hj8GB7/P2dWbjwg0K7FkEQBFtANgkKgF6fni03p10cw3hG1mYoyZMfzp49a/w7NjaW2NhYALp160ZaWlqB1gYICHCgTh097dvb8csvKhwccn/iJAiCIAglndLoz8syeidH0w67R8W8fr5/n5vx8cwcNgyNRkPDypVZs+Yz4/iAAfMIDX00NS3NmePH0zcNjh8HO7sVhaq7IAiCLSCbBAXA3d0dgMTExGzHkx7uVGfMkmxNlixZwsyZM41tb2/vAq+ZmJjIlClfAvD++4588sko4xMUQRAEQSiNlEZ/XpZpUb8JMRnCD9ySH23ypOr1jPHwgIcnCzJv9ZiWSwTZrxEEoSwimwQFwM/PD4Br165lO27oN8hZmxEjRtClSxcAhg4dapU1x4xZQsi/0Xg21vD3aSVjxixh5crJVllbEARBEGyR0ujPyzLj3/wAHx8fID38YOXcuay7l55H4O7DExsG9BlCDwAaNXLBw+PRaYGICDvU6sLVVxAEwdaQTYIC0KRJEwCOHz+e7bihv3HjxoXy+kFBQVZ/8nD08iEazeuAk48bKdEJHJmxn3Fzp3IvJQ4fRw9Gv/wGY4a9jWNiEqmuzowY9y1nz3oRFqalRQul5DAQBCsRfegQ0YcOEXv8OOWaN8enXTt82rUrbrUEoVRSGv258Ii3Jk0ybhpM7tcPMpwYibh1i5nDhhnbFatVY+Evc4zt8eOXEBGxguPH06hb144HD5wYMOCB2Xueo0fh6FEF586ZlxVKJ+LHhZKMbBIUgICAADw9Pbl8+TInTpzIUlt53bp1APTp06dQXv+DDz5g+PDhQHoMo729vdEJ1qpVK4t85r7s2g7eKTj5pB+ndPJxA9cErnZ0xcmnIteiE3hp+EAec1SiruSCW0wCX84ahNa/CndTNdwPUzJjxhYqVaqUq97Z6WYOS+bkJpPTWH7tlBe98oPYyDxFZSOdTsf58+fR6XQolUqcnJyyzLGkL6/tKk89RaWAALY3aEDAmjXY5TNDbXa6WWNObjI5jRXUTvm5Fkso7TbS6XTY2dnh5OSEv78/dhnis7OjrFU2gNLpz3MasxYl1U95N2zIumvXUKlUqNVqXC9eNElquDE11WTu229/zO7dD3BxSSAubiU6XQqhoUtxdHQlJcWDoUPnkB09e0KXLnoaNIgjJKSxxTmeLLWrNexkzm6WyFuDongvWeLLwbrfwdby4znpZY05xeGnLNUtP5QmOxXUnxfUl8smQQFwdHRk1KhRzJkzh1GjRrFr1y5j/P6iRYs4ffo0HTp0oFWrVkWiT2pqaoFLJmkT1aREJxhPEihdnUw2DbSuStQTeuPk44Y6OoFbs7dQ990mVPJxI+n6fRp0aIq3pwsOiWlM7daX2bu3oHGxwyExjYUj36fKwxJEwcEagoO1Zk8gSHk/68wRG5XMEog6jQaAlJQU7HS63C/AjB7WmpOdTGJiIt9++y1bt27lv//+IzY2FldXV+rXr0/nzp155ZVXstSOv3fvHp9//jl//PEHly5dQqfT4evrS40aNQgICKBfv37Gp7bmygGFhISwY8cODhw4QGRkJHFxcVStWpXAwEDGjBmDv79/jtdy+PBhPvnkE44ePUpqaiqPPfYYb775Zo5Hvgu7ZNL9+/epWbMmqampnDt3zsRu2b133n77bf7v//6PsWPHMmPGjGzXlhKI5imN/ry0fAfnNpYfGw3/3/8A8PHxITo6msWjR8Pdu8bxNEdHwsPDjW1/fxg5EkaOdGDAgARj5YOQEEhNXWEim5H331/AlSupgIK2bc1XRZASiNabY0slEAvix3Nbt6BzMsqoVCoA1A/jarKbP3v2bObMmcNHH33E9OnTTdaJjY1l2bJl7NixI4s/b9euHc8//zzNmzc3q5v4c+v6cymBaEW2b9/O7NmzTfpSU1Np27atsT116lR69+5tbE+ZMoU9e/YQEhJC3bp16dixI1FRURw5cgQfHx+CgoIKTd/CSHSkik/l+sZQ7ByU6DRadPcemGwa2LuYbhrYl3cztu/sPUe9qc8aZUd//Ct1pzxqvz3vSzzWhfCAJMrZuTP65QmsWgWrV7tJFQVBKKEcOXKEgQMHcvPmTVxcXGjVqhUVK1YkPj6esLAwjhw5wqJFi1i3bh1du3YFICoqii5dunD16lXc3d1p27Ytvr6+REdHc+LECYKDg42bCOaIiIgwxnJXrVqVtm3bYmdnR2hoKN988w2//PILmzZtIiAgIMvcLVu2MHToUHQ6HR06dMDX15e//vqLN954gzNnzrBw4ULrGssCvLy86NmzJ5s2beLXX39lzJgxOcqq1Wq2bNkCwMCBA4tKxRKB+HMhv1wKDzcJP3CrVo0xc7I/LXDhwkUCAuYYyyfWrevM99+nb0JcvZrK6dOjAamKIJRerly5Qvfu3Y3+vE2bNpQvX56YmBiOHz9OcHAwMTExfPnll2bXEn9uW/5cNgkycPfuXY4cOWLSp9frTfruZththvTdt7/++ot58+axZs0aNm3ahJeXF8OGDWP27NlZnp5Zk8I4nuiR6k7Ff26j9nZBFZNE1NVEVLO3G9sKrc5k00B3L8HY1mm0JhsIDr5uJu1UZQoeb3pT3sePpOv3mbzkeTwbe9P7ZSXT3/uKOXO+4vr1FKpWdeLTT6fQp08Vo24REb7s3v2A4OAEAgLc6NrVncBAj1yvx5IxOcZpfqys26i4wg0AdA+PkTk5OdlkuMHp06fp0aMHycnJTJgwgfHjx+Pq6mqcr9Pp2LRpE+PGjePmzZvG/jFjxnD16lV69erFmjVr8PT0ND7Vsbe3Z/fu3Vy7di2LvXOyc/fu3Zk0aRKdOnUy9qekpPDWW2/x/fffM2LECC5dumSyo37//n3efvtt0tLSWL9+Pc8//zwAt2/fpkOHDnz++ef069ePp59+ukA2yuuYk5MTw4YNY9OmTfzyyy9MmDAhx/fK+vXriYuLo0WLFjzxxBM5rlsWww3En5ee72BLxgpiIzd3d36Ni0ObkIDSzQ3nhIQcww8MT1wN6PWu3Lr1LpCe5qBOnSCjrIOD6S22SqUq8PVbKifhBllliiPcAKzjx3PSyxpzctM9Y1upTH8/G3yJgbFjx3L16lX69OnD6tWrjZ8RJycntFotO3bs4Pbt2xbd84g/t64/l3ADKzJ8+HCjk84Lzs7OzJo1i1mzZllfqTxgjeOJY3q8xOfrgnC5EUcMCkY/2YfVx0NwuvWAeCcHps56l9V7/uZWagJejm7UK1cNx4ebCCkx8SYbCKl3TE8hoHIwOXVQe2I349ioKc9jp3XArbYdt++msWhRAo8/PsOoW4UKiZw8uZyDB1NwdXVkyJBRhIe7Zns9uV1rbv1yjNN8f1m0kYQbZC+j1+sZMmQIycnJTJkyhSlTpqDVarOs0bt3b9q2bcu1a9dISUkhOTmZP/74A4D58+ejUqlISUkxmde5c2eTtXLTq1q1amzevBkgy/HRJUuWsHHjRq5cucK+fftMbjpWrlxJXFwcffr0oXfv3sa55cqVY86cOQwYMIBPP/2U9u3b59tGeRnL2B8YGIiPjw/nzp0ziY/PPHft2vTibYMGDTJ7hLOshRuIPy8938G5jVnDRm/MnWvckAGY1r8/xMcb26mpqcaQAoVCT6VKy40nBzIVRkCtVhtlNRptjmOWXkte5STcIGcZCTcwL2OwSW620Ol0Rrnk5GR27doFwIIFC1CpVFnmBgYGml3bgPhz6/pzCTcowxTG8cQuM0bSbHR/AKPTfD6TTJ+ej47B3AkOZtknn5B69S5379tzcdJ+VOUVqO9C/A1/Lk46gKo8qO+Co11ijqcOFK4p1J3QxbhpcHrKVvq8FIbaMQ2HZKjq1Zq//hoMVGDnzjvY2S1n2bLxBb5eQRDyx+7du/nnn3+oWrUqEydOzFXW09MTT09PIH3H3+AAfX19C1VHlUpF3bp1CQ0N5ebNmyZjO3bsAKBfv35Z5vXs2ROVSsWff/6JWq3O8vQwO7p27cqBAwf477//OHz4MJ9//jn//vsvXl5eDBw4kBkzZuD4MNZ51qxZ/P333yQkJNC6dWs+/fRTHnvsMeNajo6O9O/fn6+++oqff/45SxI9gJiYGHbt2oW9vT0vvvhiHi0j2BoSbmA72Lu5mWwS2Lu5Gf82hBIY6NlzbkZR4uP1xr+rV3dEr/+C06cVNG9uT40azoWntCAUAxn9efny5Qv1tcSfFz2ySVCCKczjiTmtkd2abR8mBHnxxf+xbl03uFEBuEO1ap9y7doMY9vP+RVj6ELmUweOmRIkprnb4TY6AJ+H46embqNclWMPNxz03LzZLk/6ylF68zJio+xliiPcQKPRsOKTTzj+xx8kxsSwvlcvmvfowdvjxuV5V7iwjiganh689NJLxgRv5uY7OTlRtWpVY1bxoKAgJk2alOvcglQ3SEtL48qVKwBUr17dZP4///wDQIsWLbJ9zSeeeILQ0FAiIyON5fFy09Nw5G/lypUsW7aMli1b0r17dw4ePMiiRYu4d+8eU6ZMoXPnzri7u9OxY0cuXrzI33//Tffu3Tlx4gQVK1Y0rjt8+HC++uor1q1bx6JFi0yOFDo5ObFlyxZSU1Pp3r07fn5+xicnEm5QMpFwA8tkisJPVW7QgG0ZfkhUrlkzx9dt374iFSo8ylVRp05Fo+zSpRPQaNKrGxw+3EyqG+RCaQs3mPjGG9yPjEzv0OuJiYlhW79+8PCpr1fNmsz/+muz+pvTyxpzChJukNmfjx8/3qK1LNUtI+LP05FwAyFfWON4YnZtS5k2bQSJicu5fl1L1apKpk+fw/TpQezcmUL37k6MHLmSWaMnoDuTgo8yNVOugzSTTQOHTJsGOjcFdSd0NI5fmbndeGxPjtLb7jHOwqC0hxtoNBre7t+f1v/9R3+lEry94fp1Ir/6itf+/psv16+36Iu/sI8ohoWFAdCoUSOzxwgz9w8ePJjvvvuOyZMns2HDBrp3706rVq1o3bq18YeRJcc4zbF27Vru3LlD+fLladGihVHP+Ph4YmNjAahYsWKWY40AVaqk50S5fPkyDRo0MKuL7uEx0m+//Zbt27cTEBCAUqnk1q1btGnThv/7v//j6NGjDBo0iDlz5uDo6Iher+f111/np59+YsWKFUyZMsW4XvPmzalduzaXL19m165dPP300yav/eOPPwIwYMCALOEa2elW1sINSjoSbmDZWGHYaORHH2XpyylMYOrU10zawcEa3nrrLGFhWh5/XEPLlnrAnvDwcLObBBJuYL05xR1uEB0ezrOGTQJI9+MREcbmlgxH9s1hy+EGkJ5k7/vvv2fChAn8+uuvdO3alTZt2tC+fXs8PT3zFGKZG+LPH+lWVOEGuT9OEGyaJUuW4O/vj7+/PxcvXjR+SIoLV1dXli0bz8aNk1i2bDwXLpSjZs3RtGz5ATVrjmbfvuo06bIWpye28myXz/DFm/L/JVDd2YcvX3iZuPm7uD59E3Hzd8Hd5PQ8BpClFKPSxZFUZwVdX+5N7xf7cOHCBYa++YqxnTEZ1dGjsGyZggEDHrBwYTLBwZpisY0gWMpXixfT+r//qKk03cOtaW9Pq/Pn+XrJkuJRLBMxMTFA/o4YfvrppwwaNAiFQkFYWBhz587lueeew8/Pj27durF79+4C63f16lXGjRsHwLRp00x25BMSEox/u7i4ZDvf0J9R1hJGjx5tknm5UqVKDBw4EL1eT2pqKrNnzzbu/CsUCj744AMADh48mGWtAQMGAPDzzz+b9EdFRXHo0CHc3Nzo06dPnvQTbBNb8+dC/ggIcODDD1WEhqbx1lt6WrZ8NBYcrGHhwmS5HxFsFpVKhUqlws3NDTc3N2NbpVIxJ4cKHwsXLjTx5/Pnz+e5556jSpUqdOvWjb179xZYL/HnxYOcJCjB2EK4QW7UqgUZS5MaduLT122CRjMCR8cTpB5PP4bX/9NPjbLNmo0wyWfg4KAxnjSI+imEOuN7PUp6OGOMSanFoW++zoWTZwDo2RO6dEk/7hcS0jjLTr4c4zQ/VtZtVNThBqf37Ek/QZANNe3tWb97N04ZdqjNUVhHFA04ODhYfIzQ0O/k5ERQUBAfffQRW7Zs4eDBgxw7dozo6Gj279/P/v37WbBgAe+//36+wg0SExMZOHAg9+7do1+/fowaNcpk3NHR0fh3Tv+mBsef3fVlp4tBvmfPnsZjmQaZunXrAvD000+bZH4GjLGLt2/fzqLLyy+/zNy5c9m0aRMrV640rrtu3Tr0ej19+/bFw8PDrI0k3MD2kXADy2RKgp/SaPTAiQx5JeKoVasW9esrGDhQj6PjiWzvR/Kqi4Qb2G64gbnv2MwVAiyhKMINhj0s/ZmWlgakVxsycPLkSU6dOpVFdw8PD4KCgpg+fTrr1q1j//79hIWFZfHnGUMR8nI94s9NkXADwSLKlStHuXLlgJJ3U7d3bzy7dz+gQwdXpk69kaWkYZ06Xpw8udiYz6DN419xZ/YudB52aOzJtdSi2iGZ2i3roXEARXIaFdybAe4MHOjFDz/Mwi1DEiJBsDXsMqfLzuN4UeHr68v58+ezlJHLC/Xq1WPy5MlAepbkw4cPM336dA4cOMDkyZPp168f9erVy9OaGo2G/v37ExYWRocOHVizZk0WGXd3d+PfSUlJWXIqGPqBPH9fVK1aNUufYf3cxrI7IlmrVi3atm3L4cOH2bZtG8888wwAP/30E5AetiGUDkqyPxey59AhLYcPa03uczp1cjc/URCKie+//x4g25j4GTNmcOrUqRzn1q9fn8mTJzN27Fh0Oh3Hjx/no48+MvrzAQMGUKNGjTzpI/68eJFwA6FYCAz0YP78qhw4UJ/586uabBAABAXNon//3cAXdO++iT1HfiT8UiSRx8Mpr3UwCUXQ3EswaT+ITcBn9FPUmNyHih8Gcin8DDCaDRu68eqr04v4SgUhb+hyOC5n6XhR0bRpUwCOHz9ulfXs7Oxo3749f/zxB9WrV0er1eY57ECn0/Hyyy+zc+dOmjRpwtatW3F2zppR3MPDw1ht4fr169mude3aNQD8/PzypENu8YHmcgFkx5AhQwBYvXo1kP4059y5c1SpUiXHms+CIBQPI0ZM5qmn3gOW8cUXn3Lv3qoc73MEobRiZ2dHQEAAf/zxB9WqVUOr1bJz5848rSH+vPiRkwQlmNjYWGPcokajIS0trVgTF5ojL+sGB2vw9X2VJk3UVKyoZ+PG6wQEpD9dWbZoJYPfGAZujpCQQu1yLbk46W9U5e1Q39XhXMHFJH8BnolUKj8E9V09Z840Jzw8XBJCWTAmNkqnqBMXNu7Shchvv6VmhmN+BiK0Wpp07WpRwqPCTnbUrVs3li9fzq+//srs2bNRKpUWJy7Mrs/QViqVtGzZkqtXr3L37l2zSXwyMmrUKH799Vfq1q1rvKHIyVaNGjXi4MGDhIWFmZQrgvTv03/++QcnJydq1qxp9t8cHiU6yk5fzcM62VqtNk81l7VaLf369WPMmDH8/vvv3L171/gkZcCAAcYERrnpZdBNEhfaNoXhz0vLd3BuY7Zmo3/+uUNo6NsAHD8OaWlfmCQ9TA9FINtEhpK40HpzijtxoeF7OScyJ//LDVtPXJibTezt7WnRogXXrl3j1q1b4s+L2J+XisSF9vb2VvlPmUMcb2mlNCc6CghwYPx4Z77+WseoUXrjBgHAJ5/8wq3LX3Hr1K/cuvw1Fy/qiL2xllunfiL2xlrUd9XGkwVRP4VQd0Iv6nzck7pzO3Ev6S+efWUSfd+bxtD3FrB3b2wxXaEgZM/IDz/kWP36RD6MCTQQmZZG6GOP8cbDxDjFTbdu3Xj88ce5fv068+fPz1U2Pj6ec+fOWby24aa6cuXKFs+ZOnUq33zzDdWrV2f79u1UqFAhV/mePXsCsGnTpixjO3bsQK1Wm8QcFhdeXl707NmT1NRU1q1bx2+//QbAoEGDilUvwbqUZn8uCELZJeJhVQfx5yXPn9vEr2q9Xo+rqyu+vr75XuPevXvGmJOygq0nLsyJgiaoiY5WAoYvjAooFAnAnYd9d3BKq208WaBVppjkK9B7KHF5wwMvnyqkRCewdusE3nhjd46vZa5tqzbKj0xJSAhlTi9rzCnuxIVOTk58u20bKz/9lPW//07imTO4NmpEi549+Xbs2DzvChdmsqOffvqJdu3a8fHHH6PVahk3bhyurq7G+Xq9nq1btzJmzBjGjx9Pq1atiI2NpXv37owZM4ZevXqZvJZGo+GTTz7h1KlTODs706NHD4sSFy5atIhPPvmESpUqsXfvXmNiodx46623WLBgAdu2bWP79u08//zzANy5c8eYJ2Hs2LEWJ7cyJA9ycnLKkujI8G+mVCqzjGUkp/fXsGHD2Lx5Mx9//DHR0dE0atSIVq1aZRs3KokLSyaSuNAyGVv3U5l/hDg4KE3WNiQ1rFWrliQuLOC6tpy40KdWLbYZvmf1emLCwvBu0QIePvX1qVnTJhMX5nZdBt+VMXFhbGws3bp1Y+zYsTz33HMmvsPOzo4FCxZw+vRpnJ2deeaZZ8SfU7T+vNQkLnzxxRf57rvv8j1/xIgRxjqTZYWymujIz8+Ro0cfbQq0bl0XO7tN7NyZQv/+3gwY8B1Tpy7m+uUUVN5/GKsipEQngMrBZNPg7KUIajz2BGkuaSgSYPyorxk9unCcoCBYioODA6M/+gjd2LFsb9CA3nv3YmeDn/GmTZuyZ88e+vfvz/z58/n8889p06YNlStXJi4ujtDQUG7fvo1KpaJatWrGeUePHmXAgAF4eHjQokULKlWqRExMDKdPn+bmzZvY29vz+eefU6lSJbM6nDx5krFjxwLg7++fY5mm119/nQ4dOhjb3t7erFq1iiFDhvDCCy/w5JNP4uvry549e4iNjeW9994jMDCwgBayDr1798bb29t4hPbll18uZo0Ea1NW/Xlpo04dD3S6IEJCEmne3J4aNbLGUAuln/lff238W6fRpPvx33+3ST9eUI4dO2biz8uXL09cXJz48xwoSf7cZjYJBMFSgoJmoddPZ/36GPr392b69A9wdHShQYM41q5NL6f44otfAvDFFwdZOHckejc99kn2OCYlm2wapCYkUGNqZ2N7wdxX+PXX3wkIcKNhQ41JmIMgCFkJCAjg0qVLrFq1is2bN/PPP/9w4MAB3NzcqF+/Pm+99RZDhw41bhJ4enoSEhLCtm3b2L9/P+Hh4QQHB2Nvb0/16tXp3bs3o0ePpn79+ha9fmxsLHp9epzvoUOHOHToULZyTz31lMlNBcBzzz3Hnj17WLhwIYcPHyY1NZXHHnuMd999lxEjRhTAKtbF0dGRl156iZUrV2JnZ2eTWZAFQYCgoDloNOllDtes8TQ5LTBixGQuXIgHEnnqKVfq1fMgKCj7H0GCUBLw9PRk37597Nq1i4MHD5r4cz8/P3r37s2bb75Jo0aNLFpP/LltodAb/jWKkc2bN+Pn50ezZs3yvcaJEye4cuUKffv2taJmtk3GREfdunUjLS2Nn3/+GcB4TBEeJXAx9OW1bS3ys25OczQaPQ0axPHff57Ex8eg1UL79vb895+pU848v3fbpyjvkYba2wVVTBKX3B2oPTv9WFJacir/zdiEU00/qpVzo3P717l1tBbnzjnQooWSRo2SaN06fa2SYCNLZXIay64/L++d0mIjvV7PgwcPcHBwwM/Pz6Qmb8Zkezn15bWdEZ1Gw54mTehy6lSen0Dktm5B5uQmk9NYQe2Un2uxhLJiI51OR3h4OBqNBnd3d7OJC3v06IGDgwNnz57NVU6wHoXhz0vLd3BuY7bopwz3JyEhaSiVj9YeMGCeMakhQMuWK/jll49yvZbssIadzNmtJN4XmpPJzZdD4X0HF8SP56SXNeYUh5/K7/VYQmmyk7X8eUF9uU2cJLDGD/tmzZoVaJOhJLJkyRJmzpxpbHt7exejNsXH0aNw9KiCli3tWbxYTUCAMscTAN9v/Y23XxiG9kwSqd4uaLSPThZE/RRCnfG9jKcKwn7+kon1mxF6/QIdApvw35U6LDvamHPnHvD44wpat9bzMFeKIAiCIOQb8eeCIAiCLWETmwRC/iiriQv37o1n9+4HdOigJShIRcOGHkyf7mBREp9atWpxJPxfHB1P8N+fngwf8T/+e5jkUJMpyeGZm1d4/dY10qrrWbXrIjM/nc+kql40aBDH6tVeODgobNZG+ZGx9YRQluhljTnFnbjQ5LUzJM/JbyxjUSQ7snTMGgmhCoPSbiNJXGj7SOJCy2RKgp8yJCf09vY2uU/InNRQpVJZpHdOSOJC201cmBFr+PGc9LLGnOLwU5bqlh9Kk50kcaGQb8pqoqPAQA8CAz2M7Yw1iM1h2GAwnDqYPGkF33//GevXx1Cp+u+Z8hUkUWPqs8b27HGTGPH5ZBrNv8b6e9Wwu1KF2K+cCA5OICDAja5d3U30EoSCcDc4mHvBwXi3bMn5xYvxDQigfEBAcaslCEIhUFb9eWnj0UMMV+PJRsPv1IxJDdu3d6VOHblfKO2IHxdKMja7SXD37l2+/PJL/v77b27evGksDZEZhULB5cuXi1g7oaRi2GAID09/P0VEuFGnzv/o0CGBG6cPoJq93ZivwMXd2eRkgdYujQNTv+S+TxoHdtoxfcS7tJjdGUfHE/z5Z70cyxkJQn4oLzcTgiAIJYqMDzEyP8DImNRw375mcs9QBhA/LpRkbHKT4MyZM3Tu3JmYmBhsIK+iUIrJ6NC/+vZtPvtoMa73ErjjpMTJGZOTBYmJKUSPakRNHzeioxP4eNcmNg603dIlgiAIgiAIgiAIecUmNwk++OADoqOjeeWVVxgzZgy1a9fGxcWluNUSSjldnn6OJw/0o0GDOFJTm3Hg+294e/4cEj2VuD3QYe/saHKyIOzcn8xfPZVnFt1j/mpf2vu3IPCp54r5KgRBEARBEARBEPKPTW4SHD58mMaNG/P9998XtypCGSaxTT2GfTObnw9e480+jZjba6TJyQL93QesmPMjeCg5EqvlapeezJh6XvITCIIgCIIgCIJQYrHJTQI3Nzfq1q1b3GrYPBnrKms0GtLS0oy1YTOSuS+vbWuRn3UtmZObTE5j2fX//nv0w1KKDowefY5GjVx4unkDJk9sSJd+nqzUOJvkLNDq0qg1tYdx02DzrJeoOHIUHh2qkeTuR3h4dcsv1IJrKcgca9koL++d0vI+0uv1pKSk4ODggFarNcmPYqhlm5HMfXltW4v8rGvJnNxkchorqJ3ERubbub2mTqdDp9Oh0WiIiIjIta4ypPsTSZ5XtBSGPy8t38G5jdmqjXJaO73yQXq+gsw5CSzVxRp2Mme30nhfmJsvB/FTlozJPY9lY7bizwvqy21yk6Bz586EhoYWtxo2j9RVti6tW0Pr1np8fNwBiI5OIuPn9LWPRrBi1kpc7yVw28Eep+oexvADpYsjGpWC+6EbOXK+FpUr9WTzke04Xj1LavWGVOrUgjZDWxXHZQmCIAg2jvhzQRAEwZawyU2Cjz/+mHbt2jF+/Hjmz59vtqZzWaUw6yrntIY1KCm1lRMTExk3bjmQwqRJXsyYMYKe3QbRoEEc//3nyVO9nzKGH0T9FEKd8b1w8nHjZnQC237fwJqtv7Gr0WN027oRJxdHyy7UgmspyJySXn/anF7WmJNZxpLaylIz2LKxwqgZbA1Ku43yUlcZpARfcVCY/rykfwdbMmarNsq8dvpJghPUqlUrx+oGlupiDTuZs1tpui+0xJeD+ClLxuSex7Kx4vbnBfXlNrlJULt2bUJCQujbty+bNm3iqaeeomrVqtkeqVAoFEydOrUYtCx+pK5y4TJhwnJ27uwHVGDDhjskJy9n8eJxxvE1X//IkDeGgYeSVHtMkhoevX6M51/sRpJDKitf7EaPkXO5fqgGwcEJkrNAEARBMEH8uSAIgmBL2OQmgUajYc6cOfz333/o9XouXbqUo2xJ3STYu3cv3bp1o3r16kRGRha3OkI2XL+uBSo8bFV42H7E3fuXeXvyKxyLvUfIkq0mSQ1Tom7woiIGH6Uj0f9EcOLX5Xz6/WocHU/w55/1pD6yIAhCKUH8uSAIglDasMlNgilTpvDDDz9QsWJFhgwZQq1atXB1dS1utazGjRs3GDZsGN26dePff/8tbnWEHKha1Z7Tp++QvlFwh6pVTT8uLZt25rnq/jg6nqBDxd9RfbyDOC9nPO8nUzMmmZ8qOxDn5YjH/TR8z5zh/GefMK/y35z/7EkqdgygfEBAsVyXUDIIvXeB0LsXOBMTQSNvf1qWr0dL33rFrZYgCBkQfy4IQk6IHxdKMjYZ7P/TTz9Rvnx5Tp06xaeffso777zDsGHDcvzPGoSFhTF//nyef/55Y2iDSqUyO0+tVjN9+nTq1auHSqWiSpUqvPrqq1y7di1b+bS0NAYNGsT7779PmzZtrKK7UDgsWDCK7t03AV/Qv/9uFix4N0fZJzq0YUiqPVOjdQxJtSfKx5m4Kb1wmvYM8VN68WdCNM/+9g3Lq//HM79+Q1i5oroKoaTS0rcer9fvyen7Ebxev6dN31gkJiayePFiunXrhp+fH46Ojnh5edGuXTumTZvGlStXssyJjY1lxowZNG3aFFdXV8qVK0edOnXo1KkTkydP5tSpUxa//pYtWxg2bBiNGjXC19cXBwcHKlSoQK9evdi+fXuucw8dOkSvXr3w9vbGzc2N1q1b88MPP+TZBtbi/v37qFQq7OzssrVbZkaOHIlCoWDatGlFoF3JQPy5IAi2QEnx4wqFwmzVmxkzZqBSqZg9e3aWsdjYWKZOnUrTpk3x9vamXLly+Pn50alTJ6ZNmyb+vIT6c5s8SXD//n169OhBhQoVzAtbidmzZ7N58+Y8zVGr1QQGBhISEkLlypXp27cvkZGRBAUFsW3bNg4dOkTt2rVN5kyaNAlXV1fGjh1rkslYsD1cXV1ZunQcDRrEsXZtM65ejTCWL8pMzxH9WHbjPCnRsThVLIdCa5qjQONsh+97TxnDEd584U38fNdLfgKhxHP48GGef/55bt68iYuLC61bt6Zy5crExcVx7NgxDh8+zMKFC9mwYQO9evUCICoqio4dO3L16lXc3d1p3749Pj4+REdHc/z4cQ4cOMCdO3dYtmyZRTr8+OOPbNiwgYYNG9KmTRvc3d2JjIzk999/5/fff2fq1KnMmjUry7zNmzczePBgdDodnTp1wtfXl7179zJ8+HBOnTrFokWLrGorS/Dy8qJ3795s2LCBX375hXHjxuUoq1arjX5r8ODBRaWizSP+XBAEoWiIioqiS5cuRn/etm1bypcvz/379wkNDeXAgQPExMTQunVri9YTf247/twmNwkaNmzI7du3i/Q127VrR5MmTWjVqhWtWrWiUqVKZufMnTuXkJAQ2rVrx65du3BzS/9RuGjRIsaMGcOrr77K33//bZTfvn07P/30EydOnDC7YyfYHsHBGoKDtXTo4MrixWoCApQMHJg+1rPbIHp2G4Sj4wlSU5vxeEAbkxwFDq6OJpsGCi8NcX02UL1PI26rXFj5bxJnYiKobudFQ9fq1KLwMi0LgrU4ffo0nTt3Jjk5mQkTJjB+/HhcXV2NGXl1Oh2bNm1i3LhxXL9+3Thv1KhRXL16lV69erFmzRo8PT2NNavt7e3ZvXt3jk9vs2Py5MmsWrXKmA3ewJEjR+jSpQsff/wxAwcO5PHHHzeO3b9/n5EjR5KWlsb69et5/vnnAbh9+zYdOnRg8eLFPPPMMzz99NP5tk9+GTp0KBs2bGDt2rW53lRs376duLg4WrRoQYMGDYpQQ9tG/LkgCELR8OGHH3L16lX69OnD6tWrjae2nJyc0Gq17NixI0+/6cSf244/t8lwgzFjxnD06FFCQkKK7DUnTJjAzJkz6dOnDxUrVjQrr9Fo+OKLLwBYvny58YYC4H//+x+NGzdm//79hIWFAXDt2jVGjBjB6tWrKV++fOFchFCoBAQ4MH68MwcO1Gf8eGcApk69QYcOrkydeoM//3xglD2wZQsxy05ydtYeYpadxD5GQ0p0AgBJ1+8TeyeOmI3f8sWLo2l8NsF4HO35Cm1o6Fa9WK5PEPKCXq/n5ZdfJjk5mRkzZjB//vwsuWPs7Ox4/vnnOXToEC1atAAgOTmZP/74A4BPPvkET09PkzlKpZKePXvyyiuvWKxLs2bNstxQALRp04aBAwei1+vZt2+fydg333xDXFwczzzzjPGGAqBixYosXLgQoFiePAD06tULHx8fzp07x+nTp3OU+/nnn4H0mxDhEeLPBUEQCp/k5GR27doFwJIlS7L15927dxd/XkL9uU1uErRr145Ro0bRq1cvZs2aRUhICFFRUVy5ciXb/4qDgwcPEhsbS+3atWnWrFmW8RdeeAGArVu3AhAaGsrdu3fp0qULSqUSpVLJrFmziIqKQqlU8t133xWp/kLBCQhwYP78qhw4UJ/586vSubO7ccz+8mXW9+9Pw2ldWN+/P26KFlycdIBLU37n0sI/qDf1WfynPIvHhK4MnlvyqnMIws6dOzlz5gzVqlVj8uTJucp6enrSsGFDIH3HX6tNrxRSFD+w7O3tAXB0dDTp37ZtGwDPPfdcljm9e/dGpVKxZ88e1Gq1Ra/z1FNPoVAoiIyM5LfffiMgIAAXFxeqVq3K+PHjSU1NBeDy5csMHTqUChUq4OLiQufOnbPcODg6OvLSSy8BsHbt2mxfLyYmhp07d2Jvb89Aw5EmIV+IPxcEQcg74s9Ltz+3yU2CmjVrsnTpUuLj45k5cyYdO3akVq1a+Pv7Z/mvVq3iOZZtSMLRvHnzbMcN/Qa5wMBAzpw5w8mTJ43/vfXWW1SpUoWTJ09m+8YWSg5798abnCrYlOjKwWcaEne2PAefaUiVqk7E3ljMrVM/4eLuaRJ6kKBLpn+vp4n84SDvjxzKneDgYr4aobjRaDTM//xTerz6ApE/HqTHqy8w//NP0Wg0xa2aEUMCoRdffBGl0vLINV9fX+NxxK+//rpQdDNw+vRpfvnlFxwcHAgMDMwyBmT7o9DR0ZEnnngCtVrN+fPn8/SaS5cuZcSIETg4ONC9e3dSU1P55JNPeOONN7h48SJPPvkkoaGhdOzYkTp16vDXX3/x9NNPZzmOaXia8Ouvv6LT6bK8zm+//UZqaipdunSx6Gm5kDPizwVBsCZvT3yf3m8OpPebA3n27cFE/niQZ98ebOx7e+L7xa2iVcjoz1euXFmoryX+vOixyZwEnTp1svkYP8MJhmrVqmU7bug3yLm7u/PEE0+YyFSoUAEHB4cs/ULJIzDQI1PywapoNE0YNbEKI//XjGHbnmL48OmsXx+DIiHJJF9BUlIKN99tQE0fN6KjE5iwYQftznYmODhBEhuWQTQaDc+9PphbLZ1xfsGfmviTAqyLOE3wG0PY8PVPODg4FLeanDhxAsj5h1VOODo6MnToUL7++msmT57Mxo0b6dWrFy1btqRNmzYFSli7detW1q9fj0aj4cqVK4SEhODg4MBXX32Fv7+/US4+Pp7Y2FgAqlatmu1a1apVIzQ0lCtXrtCkSROLdfj222/5448/6NChA05OTty6dYumTZvyf//3fxw7dowhQ4Ywb948nJ2d0ev1DB8+nB9//JFVq1aZZDRu164dtWvX5vLly+zbt4/OnTubvM7q1asBGDRokMW6Cdkj/lwQBGty5f5t4p+pYmzXpCoPMo5vvVH0ShUCjo6ODB48mO+++44JEybw22+/0a1bN9q2bUunTp2yhB/kBfHnxY9NbhJkjjWxRRIS0uPLXVxcsh03xOYa5KyF4chuZi5fvoyfnx/R0dFZxjL35bVtLfKzriVzcpPJacxSO6WforInPDyc+PiYPOllqIQQHh6Og4OCOXPeYf36OKpWfsDFSX+jKm+H+q4O55qmJwvUaf/Sh+WUu3yKDgFN8LjfnPDwnH+IFbeNcmqXlveRXq8nJSUFBwcHtFqtMcEeYDxml5HMfXltf7p8CTdbOuPi72vS7+zvy03u8cmyxYx5x/xTiOx0s8Ycg8y9e/cAKFeunNEmOc3P3L9gwQISEhL4+eefCQ0NJTQ0FEg/ShgQEMC4ceNMEgxZei1hYWEm5Y5UKhWffPIJAwYMMPl3y/hv7ejoaDKWcS6kH6c0928OGJ8OjB49mrZt2xrlvLy8GDhwIEuXLiUlJYWZM2ei0+mMa44ePZoff/yR/fv3Z1l7wIABzJ07lx9//JGAgADjeFRUFMHBwbi5udGrVy9SUlJytZFOp0On06HRaIiIiDC7Ca/RaGxiI6qoKK3+vLR8B+c2Zqs2ymntzPcF5uQtXdfcmCX3ebnZpTS8l3Lz5VBwf57xb50+69PijOj0umz9TnYUti/PiCUPaDP6L4D58+eTnJycoz8fM2aMyZN/8edF588L6sttMtygJKDXp3/R5/SPYxjPjRkzZhAZGWlNtQQbIThYw+LFalq2tGfxYjXBwY+OiafElSP2xlpunfqJ2Btr0V6/b0xqmBKdQNy1e/gOHUZD5//wHToMtzw+qRVKNn+dPpRlg8CAs78vf54quoSuuWHJd1xOuLi48PXXXxMWFsaMGTPo1q0b3t7epKWlsX//fp555hljIrm88NFHH6FWq4mNjSUsLIxhw4bx3nvv8cILLxhjCC3VPb/Xl/kYJGB86tGpU6csoRmGkLnssj8bnips2rTJJJby559/Rq/X8+yzz+b4w1awHPHnpZ8LKbf49XYIcyLWs+3BSS6k3CpulQTB5nj55Zd5+eWXGTJkCEOGDDG2X375ZRo3bpztHIM/P3XqFDNmzKBr164m/rxv377izymZ/twmTxKUBNzd05PUJSYmZjuelJQEYJIl2RqcPXvW+HdsbKzxiE23bt1IS0uz6msJ+ScgwIGAANPdO8MThIouDzjDHaACcIc6CVpcP95BnJcznveTqeLszcIJ44iPicF9wlg6NX6B2CNncbx6ltTqDanUqQVthrYq+osSigS1Qktue/lqhW18zg3Zh+/evZvvNerVq8fEiRMBSE1N5ciRI8yYMYPg4GCmTp1K375985V3RqVS0bBhQ5YuXYpSqWT58uV8+eWXfPDBB8Cj729I/642PGXISHJyMpD37/AqVapk6TM4/uzGDE+ps3v64e/vT9u2bTl8+DA7duzg2WefBR5lQba1o4klFfHnpZ96TpVo5d2A1/5dwRsVOmGvkGdkgpCZb775Bnj0hD3jj+DZs2fnmp3f4M+1Wi06nY7Q0FCmTp1q9OfPP/88NWrUyLNO4s+LD5v+lty3bx+zZs3i7bff5tVXX832v9dee61YdPPz8wPIsZa3od8gVxgsWbLEmMDx4sWLxhsMwbZZ8OVkunffBHxB9+6b8KnTlCGp9kyN1jEk1Z6rt+/T6cwphnl78+SZ0wSf3UDPz1/DL+0/nnytBTVSThH+4Yfc+uYbEo4fL+7LEayMSp/73q1Kb19EmuSOIa7v5MmTVlnPzs6Odu3asXXrVqpVq4ZWq2XPnj0FXtfgeA2Z6QE8PDyMsZLXr1/Pdp6hv3r1vJUkze3oX35y7RgyHRuyIp86dYp///2XKlWq8OSTT+Z5PSEr4s9LPwtXLeGtWWOJ/PEg45fMYuGqJcWtkiCUWuzs7Gjfvr2JP9+9e3eB1xV/XrTY5EmCuLg4+vbty4EDB8weEVEoFHz77bdFpNkjDDfIx3P4kWboz+l4jjUYMWIEXbp0AWyrrqaQO66urixdOo4GDeJYutST1NQkFn00iQtX/6FmxQbUuXcXn7g4AHyUSlIyHFs6nfwER+41oNc/z7O+4izaJ6toQHxxXYpQCDzduB0bI87inE3IQXLEPXo2aV8MWmWlZ8+erFy5kvXr1zN37tw8VTjIDRcXF1q1asW1a9esEgdrOPFgyKFgoFGjRhw8eJBTp07RqFEjkzGNRsPZs2dxcnKiXr16BdahIPTv35/x48ezc+dO7t+/zy+//AKkxzfa2dn0Pn+JQfx56ed2ciz6QfWpSW30wL+rjzMnYj3VFOWo51iJdmStyy4IQsFwcXGhRYsW4s8fUtL8ue1pBEyYMIH9+/dTu3ZtPvvsM7Zu3cpff/2V7X9//vlnsegYEBCAp6cnly9fNmb5zsi6desA6NOnT6HpEBQURMeOHenYsSORkZHEx8uPxZLKDU0lTic/wY3USujLlSP64VGvaK0WnacnCyeM44eYGP7eOJHX30g/hvr++6osIQ1Cyef9ke9S8VgiyRGmTjA54h4VjyXx3hvvFJNmpnTr1o3HH3+c69evM3/+/Fxl4+PjOXfunMVrh4eHA1C5cuUC6Qhw4MABgCxhCz179gTS4wMzs2PHDtRqNU8//XS2RxeLEi8vL3r27Elqairr1q3jt99+A2zzaGJJRfx52eLK2sPE3Ypm16rf+OubTWz6/ufiVkkQSi0RERGA+HMoef7cJjcJNm/eTMWKFTl8+DAffvghvXv35sknn8zxv+LA0dGRUaNGATBq1CiTWMZFixZx+vRpOnToQKtWhRc7PmLECA4cOMCBAweoWbMmHh5SJq8kMmHCcnbt6k/CxZns+3sQf51JYdKNOky+4c2kG3U4dzbCGH7Q5tRJ3uv/HD/ExLBgwtgcY2iFkouDgwO/fPkDz2ufwPG3y0T+eBDH3y7zvPYJfvnye5vJOq9QKAgKCkKlUvHxxx8zZcqULO9HvV7Ptm3b6NSpk/FpbGxsLB07dmTLli1oNBoTeY1Gw7x58zh16hTOzs507drVrB537txhyZIl2R7P3rNnD5MnTwbglVdeMRkbMWIEHh4ebNu2zeTG4s6dO0yaNAmA9957z+zrFwWDBw8G0mNCb968yRNPPFGoT7XLGuLPyxY6jZaaY7tS85UO6AfXJzLxjjGp4a+3QzibcLW4VRRKONU9K+K25RpuW67huvkqkT8exHXzVWNfdc+Kxa2iVYiNjeWpp57K1Z+fPn0aZ2dnunXrZnY98ee2hc2GG/Ts2RNvb+8ie83t27cze/Zsk77U1FTatm1rbE+dOpXevXsb21OmTGHPnj2EhIRQt25dOnbsSFRUFEeOHMHHx4egoKBC1TkoKIiZM2ca20VpL8F6XLqaRHoSQ4AKPEjwIEU7h5sPK6D4JffDp1z6D8M/ExJ4w8MDH29vos+cZumUKbw5ZUqx6C0UHg4ODox5533e142ix94pbAn8GKWdbeQiyEiTJk3YsWMHgwYN4tNPP+XLL7+kdevWVKxYkfj4eI4fP87t27dRqVQm9YuPHTvG4MGD8fDwoFmzZlSsWJHY2FhOnz7NrVu3sLe3Z8mSJVSsaP5GKikpiYkTJzJz5kyaN29O1apVSUpK4uLFi5w/fx5Ivzl47rnnTOZ5e3vz5Zdf8sorrzBo0CA6duyIr68vf/75J7Gxsbz77rtZahkXFwZ/GBOTXobVVp862Ariz4XMVHQuR/Rvl7mYfBPuJJuMOds58nyFNrz27wom1OyHUmF737VCyeKLjz81/q3VpdFj7xTW26gfLyihoaEm/rxChQrExcVx5swZbt68afTnlSpVMruW+HPbwiY3CerWrVugjNn54e7duxw5csSkT6/Xm/Rl1kmlUvHXX38xb9481qxZw6ZNm/Dy8mLYsGHMnj07zwky8soHH3zA8OHDgfSjv/b29sZ4newygmfuy2vbWuRnXUvm5CaT05g5O6VXJIijVq1aXL2qyDKel2tJX+tEhjnpfzfwVXAxQ7UDT5c47qgftdPcXYnWJuGjVJKq1+PzMPbbR6mE2Nhc/80tuV5zYwV9L5X095FOp+P8+fPodDqUSiVOTk5Z5ljSl9c2gL0uzTiW35uL7Na1xhyDzNNPP82lS5dYtWoVmzdv5uzZsxw8eBA3Nzfq16/PW2+9xdChQ6lWrRpOTk5UqFCBkJAQtm3bxv79+4mMjOTQoUPY29tTvXp1+vTpw+jRo6lfv34WXbLTq3r16ixcuJB9+/Zx9uxZjh8/jk6no3LlygwcOJA333yTp556KttreOGFF6hSpQoLFy7k8OHDpKam8thjj/Huu+8yYsSIPNnIEE/o5ORkzM9gkDGc/lAqlVnGMpLb++ull15i5cqV2NnZ8corr+Rol+zm63Q67OzscHJywt/f32zso62cVskv4s9L13ewJWPmbLRg0mz8atbg6R3jcPjtMhmfeV6NjOKDhVOIvB/BB17XqeFViRXzl5rV01IMeuzdG8/u3Q/o0EFLUJCKrl3dCQzMemLEUrtaw07m7Faa7gst8eVQcH+eecwafjwnvawxJzfdM7YNvsvgSwAqVKjAvn372LVrFwcPHjTx535+fvTu3Zs333yTRo0aWXTPI/7cuv68oL5coS9IsetC4ptvvmHUqFEcO3YsSwIK4RHZlUwylNIw3FwAxmQhhr68tq1Ffta1ZE5uMjmNZdefnR20Wmjf3p7//vMkPj7GOJ7XawkO1hAcrCUsTEuLFkratlUyYkQi//2Xnrhw3Ljl7NyZQufO8F7vRiz9aicXw3XUrWVHmpszF089wFcZT4LuBtMqKfFRKonWajnYtKnxJEFx2Sindml5H+n1eh48eICDgwN+fn44Ojoax7IrE5S5L6/tjBieQPyRjycQua1bkDm56pvDWEHtlJ9rsYSyYiOdTkd4eDgajQZ3d3ezWZl79OiBg4ODSYk+oXApDH9eWr6Dcxuz1E9dSLnFVfs4Libd5OyPf5KWquVWWhz+yvJcu32Dqh8+bZyv/flf+r47hItJN6nrUpmGrtVp6Jb3TaK82slSeWvYyZzdSuN9YW6+HArvO7ggfjwnvawxpzj8VH6vxxJKk52s5c8L6stt8iTB66+/zsWLF+nZsycff/wxXbt2NTmqKqSzZMkSOZ5YQggIcDAmGTRsGLRsac/ixWoCAhyN1Q4+/jgNpRJW9O5LgwZx7NnsyUsvzeOmdtrD8IN7TL87nIoko/XxYsXDWCtBEASh5CL+vHCp51SJdj4NAYge9RRpeh3j7vzCwgoDGL90Fhmflt2KuMqulb9xMfkmEc6V+cfNh1ljJKxPEIT8kZyWSmKamlS9FpXeEXuFAk1amrHtbOeIgw2mCbSJTQJ7++x31vR6Pa+99lqucxUKhXHHpawh4QaWy9hCuMGjOZC5wpUhFMHb2xsHBwXVq/tjCEeoV8+D06cN4Qc/cCX5O65QAa7dYfz4NTz22EjCwrQEBjrleHwR0jcnzp51Ijg4gYAAtyyyEm6QvYyEG+RdpqiOcVqL0m6jshZuUBKRcAPLZKzlp7T6NLgD3j7eOCiVpGaQ06uUaF6sTU1qowGOLNjFqH49SNJrcFE44FujJj9u3WX2Oiy5noLIS7iBhBtYY05x+ClLdcsPtmgnJ5xQqR2IVN+lpmslFAoFarXapJ2SkpJlreION7CJTYLq1aubPf4oZKVcuXKUK1cOkJu6ksyjOEXXhycLlAwc+Gg8KGgWurSpnNlxjHvOXtyPfZTkUK1O48MPVTRoEEdISBUcHHL+HAUEODBwYBUcHU/w55/1cpUVBEEQig7x50XH2YSrnE28SmMvfzbcOYKzkzNOW69z5n4Ejbz8cVKa2j8uNp77jg6AHSmkcf2aVD8QBCFnktNSSdalkqqJxdneCVelipKYstImNgkiIyOLW4USScYYRo1GQ1pamjEOKyOZ+/Lathb5WdeSObnJ5DRmqZ3SD6nYEx4ebsxJYKleluLvDyNHwsiRDkRHp9fGNtSJDw8Px8FBwZzZb3Hx1BaW13mMnbseJTX08dE+zJBqb5TNDoO+6ScWMJEtqI1yapeW95FeryclJQUHBwe0Wq1xtxfI9hRT5r68tg0cj75EWMwlnihXg5XnttHCuw7NfeqYvQ5z6xZ0Tm4yOY0V1E6FdVqsrNhIp9Oh0+nQaDRERESY3ZTXaDTyQ7WIKQx/Xlq+g3Mby4+NKqW4UElZ3xh7H/hGfTy9y/HavytY8tjbvD1rrMnJAoWrE8opzxjbMZPX81Qjf1R6ezyrVGXeyuwrX+TVTpbKW8NO5uxWGu8Lc/PlUDjfwQX14zmta405xeGnLNUtP9iSnRz0digVTlzTJFFR6YlCp0CTlp4uNSUlJf0UfJrWtF0I/rygvtwmNgmE/CExjGWDhOPHiQ89ztnkBvyvoSdpcd8RdfIGtZ58nAULRpOQoC5uFYVCoLlP3m8mBEEomYg/Lz4upNzi6p3z1HOubDxZoH9YLrGuc2XsdI8yFlxZexi9SkmKFlLQc+3WjWLUXLB1xI8LJRmb3iRIS0sjJiYGhUKBl5dXjrkLyiqSk8ByGVvKSWAJGXMSONSvjaZvfzouOEHqgmY8qdGwq9FjdNv4JxpdKi+8MBZIYdIkL374YRZubm6WrZvp1IHkJMhepjhzElgDW4zPy61PchJIToKyiOQksEymMPxUO3wYknGs3ctodWk8vWMcu3p9QpOurY1DOo0W/6l9je3YqRvM5iuQnATmKc05CaxFafJTluqWH2zFTnq9HjTpYwqFwmw7u7UkJ0Emrl69yvLly/n99985d+4cOp0OSE9Q2LBhQ3r27Mk777yDn59fMWta/EgMY9kj+lAI90KCOZvcAP/PlzB511l2/jUIqMCGDXewt5/Or79+BjzKdRAcnEDDhtosuQ4EQRAE20D8ue0Qeu8CoXcv0NjLn2/O/06dan7ErTzCZRcNqVExJrLJag33XeyRfAWCIJQ2bGqTYNmyZUyYMAG1Wp2+w5IBvV7PmTNn+Oeff1i6dCkLFizgvffeKyZNbQPJSWBepiTkJMhOh8y5AwztuIqVcHiuPx991IXnnvMkcu0F0vMTAFTg/Pk4Yz6DChUSOXlyOQcPpuDgAIMGDSc8XGmybm7XIvGw6RRXToKCYkvxeZKTwPyY5CQo20hOgqLLSWDORt4o6eb0ON0qPw5At+mfodWn8dq/K7g9b6eJrJ27CuW0RycL7k3ZQI8n6qBWpOGks8OtYmU++ebHHK/L3LXkVU5yEuQsUxw5CaxBafJTluqWH2zNTvqHhVVzzEFQAnIS2ExRxgULFvD++++jVqt58cUX2bRpE1evXkWtVpOcnMyVK1fYuHEj/fv3JzU1lQ8//JB58+YVt9rFypIlS/D398ff35+LFy8abzCEskPVqvbAnYetO1St+mjfb8KE5ezc2Q8YzV9/DWD27O+LXsFShF6vN55sEoSShLxvbR/x57bL2YSrbLhzhHrOlSlfvxaan88R+eNBHH67jBLTG3R1SipxTnpSHO2IV8HJ21eZE7GeX2+HcDZBThnYAnq9PsuDSEEoKRSlP7eJkwRnz55lypQpeHl5sXHjRjp27JhFplq1alSrVo2+ffuyf/9++vXrx7Rp03jmmWd44oknikHr4kdyElguU6JzEhhPEpzI8Hrpf//662e88MJYdu5MoX9/b4YPn8ZXX+kJDk7g0iUdGU8Z3L1r/3C+5CTIq0x4eDhJSUkkJyfj6emZZVzi8ywbk1hP82OFYSO1Wo2dnR3u7u7Url07V51BjrsXB5KTwDKZ4vBTtaiFobZBaJO+hN69wJmYCBp5+/PZyIkmsnbuzsaTBVfWHibp4i12TlrJ32l2eCicOH7snxxfxxJdLJWTnATZy1y+fJnk5GRSU1Px8PDIdo74KfNjcs9jfqywchLkxZ+XipwEn3/+OTqdjtWrV2e7QZCZTp068dNPP9G7d2+WLVvGypUri0BL20NiGAU3NzeWLh1HgwZxrF3bjJSURL7/fjoHD8ZQteoV0k8ZpJdLzHjKQMgbXl5ePHjwgOjoaBQKBe7u7jg5ORl3dDPu7Gbuy+v/rUV+1rVkTm4yOY0V1E5io/zZSKfTkZiYyO3btwFwd3c3f4FCsSD+vGTQ0rceLX3rGdunAnYTtfU6Z+5H0MjLH4cMB3R1Gi0NpvUztiOmbqBX43q5JjkUChd3d3cSExO5d+8eDg4OuLq6GhO/iZ8yPyb3PJaN6XS69BMruvQTqAqFIr3PTNsw11b8uU38avjzzz9p0KABPXr0sHhOz549eeyxx9izZ08haiaUZYKDNQQHa+nQwZWpU2/QsKGGgADbvnl79dXprF/fFajA9etRVK36KdevV6d7dyemTx/BoEFjgRgGDjRfCUF4hKenJ0qlEq1WS0xMDDEx6fkpDF/gGbPLZu7La9ta5GddS+bkJpPTWEHtJDYquI1UKpXxybQgCNbhtbHvEnr3Av4PTxZcHHk2R9nMSQ4jwq8wceJ1goMTCAhwKxH3GCUdHx8fbt++TWpqKjdumJavFD9lfkzueSwbM/Sn6rVcuJ1o7DPXNqxlK/7cJjYJbty4wTPPPGNeMBONGjVi69athaBRyUASF5qXKUiyowYN4mnQgIcfxBSio+MxiBRX4kJDUsKMY+k/WNOTK54/H8ejEIMaeHvX5Pr1d5g+PY3Jk79k794BGCohJCePZdmy8ZK40EKZpKQkAONmgV6vNyaXUSoffZVm7str21rkZ11L5uQmk9NYQe0kNsq/jezs7FAqleh0OqKiosxeH0jiwuJAEhfaTuLCvJA5yeHBxq258dtlLibfJPXKfRPZzEkO46ds4OS2J0GXxslt9lw8WokGDRabfU1JXFiw95JarTb+nfFJrfgp82Nyz2PZWHriQrimiaGmc3kUKNBotbm2C8OfF9SX28QmgaOjY5Yso5ZgyFJaVlmyZAkzZ840tr29vYtRG8FaHD0KZ86oadnSnsWL1QQEKGnd2rKPatWq9pw+/SjEoEoVJWfOpI/dvKknY46C69cLJ8NsacfZ2RlIjzcznCjIeOwrc19e29YiP+taMic3mZzGCmonsVH+bWSukoFgG4g/Lx0MeHMYZxOv4p90kz/HruTajM1o7MFJq0ChTzORTVanEueafrIgDj3/XA5n5r6T3HeJpnxqJdpWqs5LbfyL50LKAG5ubiYJDMVPmR+Tex7LxmJiYkjT6/giejcrGryBUmHP3eh7ubZt0Z/bxCaBv78/hw4dQqfTWXxMRKfTcejQoUJLolISkMSFlsuUpKR8PXvCu+8+Wnfv3niCgh7QoYOW6dMVgIIOHVwJClLRtas71ao9Sq7466+fMXz4dNavj6FjRw8ef/x/JCbq+eEHLa6uDmTMUVC/vqdF12KLNsrvugV9H2UeN3xh59aX17a1yM+6lszJTSansYLaSWxUtDYqy5vvxYUkLrRMxtb9VMYkh+Hr+xtLJ/7V6xOadG1tImvvYXqyIO2j9bh9tZBoDx0OMUr2q/zZ7ruUgAA3unZ1JzDQI9frsWSsrCcuzG3Mlr6DzelljTnF4afyez2WYGt20urT0NxJo3at2ijt7ElDl2u7MN5LpSJxYe/evZk7dy6fffYZ48aNs2jOp59+yt27dxk5cmQha2e7SKKjskFgoEeWmwMDe/fGs3hx+qmDqVNv0LWrO2vXfoqj4wn27m1mrGAQHh5OYuJ7zJz5PevXx9C/vzevvDKGiROvs3fvA1q0UPLii/E5vo4gCIJQeIg/L32cTbjK2cSrNPby55vzv1Onmh9xK49w2UVD7SQH0JqW4UvRaIjySL8tv+at5eq9kzR/fjGu5XzBvgXwXDFchSAIZRWb2CT44IMPWLZsGR999BFarZbx48djb2+frWxaWhoLFixg6tSpeHp68v777xextoJgOwQGeuDvn378vVatqsCjfAaZcXV1NW4grF2bvoHQvbueBQtus3q1G/XrywaBIAiCIFiDhm7VaehW3fg08K0f+qDVpfH0jnHs6fUJ1Vs8ZiJv565COf1R+cSUC7c49v1OjivsWBH/E6+81Jrg4AQaNtQSEKCkDB+kFQShCLCJTQIfHx9+++03+vTpw5QpU1ixYgUvvvgiLVq0oEKFCuj1eu7cuUNYWBjr1q3j+vXrKJVKfv75Z8nWLAgZ2Ls3nt27HxgrMmR3RFEQBEEQhKIl9N4FQu9eMJ4scFa4cnnaHtT2elRpCsgQH6/TaGkwvZ+xHT55E671V+BV8R6+KnecXOsD9Yv+IkoYI0ZM5tKleGO7Th0Ppk59rRg1Esoib098n/M3I4lMvsmzWwdz/XIUPlUrGts1vCoxbqTtPfS2iU0CgC5dunDgwAGGDRvGf//9x5IlS7LIGBKM1K9fn++//542bdoUsZaCYNvkFpogCIIgCELx0NK3Hi196xnbbx3vQ3KKlm67x7Or60JqtX0sx7lJKWpWLV1Lml5HmEKBNk7LhtuuXOcqValOYO3HeKNb0yK4ipLFpUvxHDw4IkNPULHpIpRdrty/jebF2tSkNg+AuMXn8cjQvrL1hrkligWb2SQAaNWqFefOneP3339nx44dnDx5kujoaPR6Pb6+vjRp0oSePXvSq1cvydgsCIIgCIIglEi+3nWSvZf/BSox4rvfsE914dLUPaQo9diRZCKrdFfhP/1RksNLH61HuXQmWlcNaTFKNqr8+dF3qYQiCIINMO2zj7mREG08KXA5MpwKVClutfKMTW0SGOjZsyc9e/YsbjVsnsKoq5xd21pIbWXzFLaNDPkKwsPDcXBQGNsxMTGEhyuynZNbX2m0UV7G5fNm2Zi8l8yP2ZKNClpbWcg7heHP5XNjvl1YNrJk7cA6HgTWaQOkn4qNbvkNKRodH8X8QsQH6wmfsgmdXo+dQoFeoTOZm6LRcNk1Q5LDuydpPnIx5ZTOpOFPeLjp59cSv5ObXUrqe0mtVpv0q9XqEvdeKk2fN0t1yw+2ZKcrsbfRD6pvPCmQ/Nm/JuM6nennWa1OLpT3UkF9uU1uEgiWIXWVBUEQBKHkI/5c2HL6FidibqFzqUCn196lafRdtj6VxsfBTgze8YuJrH3mJId26UkOw1CQFqelX49AwsK0tGihJCBASYMGxXFFxU+NGs7AikxtQSha7FN1KNacJ0J7l7rOlXHXOZq0K7vZZn492SQowRRmXeWc1rAGtlAPN7f+0lx/unp1f+AEtWrVynCS4ATe3t5iIwtlLLFHdn3yeZP3kiVjtmAjOUVQ9BSmP5fPjfl2YdkoL2uPAEbQkFq1ahF67wJHbl8gbtsZ/nm5EaxbQ8SUzaTpdVlOFmSX5LBqm7XcqH+PquV8qVK9BT4+TbLVxZzdSrqfWrfu8yx94eHhuc631fdSafq8WapbfrAFOzkolaRmaD/+xBMsHj+b1/5dwa5en6C0s+fC5Ysm7ezelwW1UUF9uU1sEnh7ezNkyBC++OKLfK/x7rvv8vPPPxfq0TFbQ+oqC4IgCELJR/y5kJG4U5W4utsVz+C6XL3vRtD731Ax4TijnrjNx8FODPj9txznZkxyeFxhx5exP9DrlZeI8U2kfKwHLao0o2tnSfwtCIVFZTcfbvx2mYvJN2nk5Y+fV6XiVilf2MQmQWxsLImJiQVaIykpyRjPJwiCIAiCIAglkcyVikLvJXLwdgpx23QE96mG855yRMw5QJJWbTbJ4T9jf+bv3TtQ61JxxIndD3bzzarvadFCyYsvxktFJEGwMrPGTEGrT+O1f1ewJcPJgZKGTWwSAJw8eZJZs2YVaH5JYN26dSxcuJBLly6RlJREtWrVGDhwINOmTcPR0bG41RMEQRAEwQziy4WiJOPJgisRWub2GcfjTpGMeuI2EaN+IWLyJtLIPsmh0l1F5cmPkoGHT9lI5cEr8FW5g3174LkivhpBEEoCNrVJUNAf+iWhLKK3tzfjx4/nsccew9XVlRMnTvDmm28SHx/P559njZ0SBEEQBMG2EF8uFCUZTxaEh4dzNqESB+1didum44OvpuJ3/g5f+Mdmm+QwI1fWHibVQZGe5FCh4Lv4dbzyUmuCgxOkfKIgCCbYxCZBUFBQcasAQFhYGLt37+bo0aMcOXKEGzdu4OTklKWESmbUajXz5s1j7dq1XLlyBW9vb3r06MGsWbOoVq2aiWznzp1N2jVr1mT//v3s2bPH6tcjCIIgCGUN8eVCaSf2VCWunq2DZ3BdLumiudv4JnH/XCC4TzX0v2qNSQ7tFXZmkxy61l+BV8V7+KrccXKtD9Qv+gsSBMHmsIlNgmHDhhW3CgDMnj2bzZs352mOWq0mMDCQkJAQKleuTN++fYmMjCQoKIht27Zx6NAhateuneP8f//9l99//51u3boVVH1ByBMJCQkMHz4diOH99x1Zt+4z3NzcilstQRCEAiG+XCjtBAQ4MHRoVQD27o1n9+4aeAY/wZUILZ+98okxFGHZPxXpvmI5lz7aAYBWlWqyTsYkh2EKBWmxqez55wJ3y8Xjfc+V1n4tefP1QUV+fYIgFD82sUlgK7Rr144mTZrQqlUrWrVqRaVK5rNRzp07l5CQENq1a8euXbuMP7IWLVrEmDFjePXVV/n777+zzHNzc0Oj0ZCamsqbb77J4sWLrX49gpAbr746nfXruwIV2LnzDi1bjqd8+fcJCHCja1d3/P2LW0NBEIS8I75cKEvkFopw8JmGtD79LNf+S+ZSym1c1WdN5mZOcnhp0np0+8K4FReJm6oSwV7RRFzqxN69DyTRoSCUMWSTIAMTJkzIk7xGozGWbVy+fLnJU9j//e9//PDDD+zfv5+wsDBatGhhMvfkyZMkJycTGhrKxIkTqVixIjNnziz4RQiChURFpQAVHrYq4OFhx8GDifz5Zz0cHBSEh98rTvUEQRDyhfhyoSyTMRTh6n03RrV3wqnGn0wJ8CRi1IlckxympGo4GxcJwCX1La7/E8Eb/atR+WE4giQ6FISyg2wSFICDBw8SGxtL7dq1adasWZbxF154gdOnT7N169YsNxZ16tQBoFGjRtjZ2fHqq68yfvx4XF1di0R3QfDzc+To0TukbxTcwc/PiWPHilsrQRCEokV8uVCayBiKAOnlE3edf5y4g9eyJDkckinJob27CmWGkwWpH61j+4Q1JGnV3LJz4K/yfxL4r2wSCEJZQDYJCsCpU6cAaN68ebbjhn6DXG7o9Xo0Go31lBMEMwQFzUKvn8769TF07+7E119/wvr1Ja+OqyAIQkEQXy6UZuJOVeLKb81xCmvMJV2iaZLDdWnGJIfZnSxI1WhRVHfAFWcAIu5c57nP36J8rActqjSTfAWCUIqRTYICcOXKFYAsWY8NGPoNcpCeUKlNmzbUqlULvV7P0aNHmTBhAn379qVcuXJmX7Nhw4bZ9l++fBk/Pz+io6OzjGXuy2vbWuRnXUvm5CaT01hB7VRSbaTR6IH0uEUHBwVz5rzD+vVxTJ+exp07d0zGyqqN8jIunzfLxuS9ZH7Mlmyk0WhwcHCw2nq2TnH4cih8fy6fG/PtwrJRfta2VD6vdvL3h9deS+K11+C//3wI3uqJ3eGanD+n59OXF1JFfZIpASlM2atn2J9bTebaZThZcGXtYTR2tzj87U7sFAq2xv3CidDGhIVpadFCSUCAkoCAvH1vyHvJPKXJRpbqlh9szU5p+vQNt/CIcJQKe2KiY3JtF8Z7qaC+XDYJCkBCQgIALi4u2Y4bjhsa5ACSk5MZPXo0V69eRalUUrNmTT788EPee++9wldYEARBEAQTxJcLZYWAAAcCAhyIjk4C4JZTJYIfpIciHOzti9P+v7k8ex9qnQYnhQNo9ca52ZVP9G3yPZXrP8hQPtG0NKggCCUX2SQoAHp9+penQqHIdTwjc+fOZe7cufl+zbNnH2WmjY2NJTY2FoBu3bqRlpaW73UFQRAEoSxSHL4cxJ8LxU/sqUpcCfbFKawxV85pmNplFHXtLhpPFry6b2uOc5NS1AStWo9OrydMoUB3X8P4OhdwvHqW1OoNqdSpBW2GtirCq8kbn02eTMK1a8a20teXtyZNKkaNBMG2kE2CAuDu7g5AYmJituNJSek7tYVVe37JkiUmWZS9vb0L5XUEQRAEobRS3L4cxJ8LxYPhZAGkH3Hecro82+Lt0Ebe5IsqvtSsex3lL5e4lHILdaTpEWilu4paGU4WXJy0nt0PdpKovI/rg2t4nfmPNtjuJkHCtWu8cOOGsb1WcokIggmySVAA/Pz8ALiWYScyI4Z+g5y1GTFiBF26dAFg6NChhfIagiAIglCaKW5fDuLPBdvg2caVGOHT0BgT7eTvxf2wMKYE1OHyOz8TPnkTuhzKJ6amarjvkADODqSmJXDq6BHGbFuI9z1XGpSrT/9+XYrjkgRByCc2sUnw6quvWn3Nfv368eyzz1p93Yw0adIEgOPHj2c7buhv3Lhxobx+UFCQPHkQBEEQhAJQ3L4cxJ8LtskOjReHK9RHG3mTxhPGU6GCPak3jtGoeRe+HD3DRNY+U5LDVHs9x37ajcrOkTD9XtkkEIQShk1sEnz//fdWX7NmzZqFvkkQEBCAp6cnly9f5sSJE1nqK69btw6APn36FMrrf/DBBwwfPhxIj2G0t7fHx8cHgFq1amWRz9yX17a1yM+6lszJTSansYLaqaTZqHp1f+AEtWrVwsFB8bDawQm8vb0fzn80ltu6pdlG5mQssUd2ffJ5k/eSJWO2YKOyVNkAit+XQ+H6c/ncmG8Xlo3ys7al8tawkzm7TWyVHi4QHh5OwvHj2F0KZ9vn0fR57xYrH2iN5RPtFXYmJwt0Gi0NpvUztiOnbOKPUUEQfhJqNaVOr050G9XVomvJ6zVaKnMONWMrqYxt5zQ1Pj4+NvteKk2fN0t1yw+2YietPg3uQC3/Wijt7M22s1uroDYqqC+3iU2CiIgIq69paQmiguDo6MioUaOYM2cOo0aNYteuXcYsyIsWLeL06dN06NCBVq2KJiYrNTVVypNYOFZWS91kLoFoaMfExBhlpQSi5ePyebNsTN5L5sdsyUZlrQSirflysI4/l8+N+XZZKIGYXb85u2Unf/R2Dc5EPkZY1e5ERip5791yxDlf5LT6AY1V7ny9amOOeiWo1Xx8/Sdw0sP1s7D4Bw722les7yWPWlVQvVjb2K9Ye75A/ls+b/lrWwtbs5OUQLQSNWrUKG4VANi+fTuzZ8826UtNTaVt27bG9tSpU+ndu7exPWXKFPbs2UNISAh169alY8eOREVFceTIEXx8fAgKCio0fSXRkSAIgiCYUtJ8OYg/F2yf1q2hZ09nYzs4+EkuBwdwM0xLlRZKVLr9xvKJdiSZzFW6q6idIcnh5cmbmPP9cqJ9EvG668Lj3g0kHEEQbAyb2CSwFe7evcuRI0dM+vR6vUnf3bt3TcZVKhV//fUX8+bNY82aNWzatAkvLy+GDRvG7NmzqV69eqHpK+EGlsuUtCOKRR1u4OTkxOTJXwIxTJrkxQ8/zMp13dJsIwk3kM+bteaUVBuV9FMEJc2Xg4QbWCpjy5+bnCjJ4Qa52wwy5tjcu28iIRFhHIu9R8jirVz6aIdxTK80TXKYnKJm55ZNpOl12CkU7E3SM+5/I3O8HkuuJa8yKpUzqRnaDkqlhBtYOCb3PObHJNygmLlw4QK3bt2iU6dOVllv+PDhRiedF5ydnZk1axazZs0yL1yISLiB5WO2ekSxuMINxo1bzJ9/DgAqsGHDHZKTxzJz5mtmX6s02igv4/J5s2ysrH7e8jJmSzYq6eEGJd2Xg4QbWDpmqzbKz9q2Hm5gjhtXH+f6kXrcDNPi62KPTq3mluNt6jhV5Jb2TxNZpbsK/4dJDgEuT9rIc5+/ZVElhIy6BAdrCA7WEhampUULJQEBSgICHIwyZxOucjbxKheTblLXpTINXatTKcUFAC+lC+rfLhvX8nZwk3ADM2Nyz2PZmIQbWBE7OzuqVavGmjVr6NChg8Xz5s2bx48//khaWlohame7yPFEwVrcvKkHKjxsVeD6dW1xqiMIglCmEH8ulHQCAhwICEj/QRJ6shmnb5/ntNqBxip3vl2oIXzKJnT6rOUTr6w9jMZJweFvd2KnULAtTkuwwpG7jrcon1qJtpWq81Ib/xxfs3VrJQ0axLF6tZtJ0mWAhm7Vqe9ahdf+XcGEmv3Sf4ylpP8AmzVmiolsYW4YCUJJxCY2CSC9DnHnzp2ZPn06kydPLm51SgQSbmC5TEk7oljU4QZ+fk78++8d0jcK7lC/vqccdc3DuHzeLBuT95L5MVuwUUk+RVBSkXADy2Rs+XOTE6U13CA3IiJ80R59wP3gBLQBbsxaNYSUSlEc/Gs9HZ7uz7xX/meU1Wm0NMiQr+DiR+u4MXMyajs9Gp2CTeXKMTHybI56Gu5jDPc1mWW0ujT4N/dj3eau0RbeS6Xp82apbvnBVuwk4QZWpHr16ty6dYtp06axb98+Vq9eTcWKFYtbrRKFhBtYPmarRxSLL9xgMLCWnTtT6N7dialT3y2zNsrLuHzeLBuT95L5MVuyUUkPNygNSLiBZWO2aqP8rF3Sww0y4u8PI0fCyJEOQApH/u88CfvD6Hg1mtQtwejupxpPFmgdTX/Yp2q02Nd2xvVh++rd+4SHh2ery/jxS4iISAbSaNvWHn9/ZxYu/MBERqtPP22c3bFuc9doC++l0vR5s1S3/GBrdpJwAysSGBjIW2+9xYABA9i7dy/NmjXjxx9/pEsXyXaaE3I8UbAWLi4uLF06jgYN4li61BMHBwVqtbq41RIEQSgTiD8XSjNthraCoY9KiFY9We9hOMIDQr/faSJr765CmSFfQeLYn3nqpa7oFaDQg4Pajp+D1gAQFZXM8eNvA3D8ONjZrSiCqxGEsoHNbBIAtG7dmpMnT/Lqq6+yceNGevTowcSJE5k1axZ2dnbFrZ7NIeEGlsvIsbJ0cgo38Pb2fjg/65G9smYjCTeQz5u15pRUG8kpgqJHwg0sk7Hlz01OlMVwA3MYwhFu7r2H9v7vhE/ejA4d9go7k3wFkJ7ksEamJIfPPruSxEQFKSnXTWRVKlUW/SXcIP8yEm5gmYyEGxQRnp6erF+/ni+++ILx48czb9489u/fz9q1a6latWpxq2dTlCtXjnLlygFyUycIgiAIJRXx50JZIjDQg8BAD8LDU1i/aTIXEy5xt1w85WM92Lpxg4msPtNcnT4Nn9hzeAPY3eCecg53tNnnMnt74vtE3b9F5P0Int06mBpelRg38v1CuSZBKG3Y3CaBgdGjR9OhQwcGDBjAwYMHadq0KUFBQfTp06e4VbMZYmNjiY2NBdLjTtLS0iReyMIxW449O30/goHT3+Z+agJeDq6MHfUhLSvUz3WOJetCzjkJYmJijLKGMVu2UWHMkZwEZfPzVhhzSrqNJCdB0VMY/lw+N+bbkpMg+76i9FNPdWxGf59HocVx5y5w/YsQojx11IizQ6E13SZI1WjxePzOw5aSmFvBcGMZzZvb4+SjY/6h1ZyLv4K/Q3mOXzqF4/Dm1KQqD4B/vz9d4t5LpenzZqlu+cHW7CQ5CQqZZs2acfz4cUaOHMnPP/9M3759ef/991m4cCFKpU2rXiRIDGPpZNPqX6FLDSr5uJESncAv36ym5aTZxa2WIAiCUEiIPxeEdPr0XsDBkFQUvYN4fPsILvzbm0sf7TCO2zk7opz5KPzAfspmuDGKNWvS8ylp9Wlsjz7OO16BHHTdRmqGte1dXREEwTJs/pe2m5sba9as4emnn+aDDz5g6dKlBAcH8/PPPxe3asWO5CSwXKYkxZ7F69U4+bgB4OTjxgNFjFVi6UFyEhjmJCQk8Oqr04mKSsHPz5GgoFkWrys5CczLlKTPW37XLc02klMERY/kJLBMxpY/NzkhOQnMk3HdGI8LJLaMQhnjT6P3orgZ9yz3IuGfuEie8KxJZOJ2k7l2dgrjGg4OCmMOAm8fb1QqZ5NNApXKOdfPVU79tvBeKk2fN0t1yw+2YifJSVCEvPHGG7Rv356XXnqJY8eO0axZszKfo0BiGEsnPo4eXItOwOnhSQI3PQS8+gx3k+5T3rkc86bPplPNZsWtZonm1Ven89tvXYEKHD16B4ViOvPnv1vcagmCUEYRfy4I6bT0rUdL33rGtqLzA8JunKBiuWqUj3Xh2jZnE3lHF48c1/LzqkjUlmuciY2kUbma+HlXzrM+wcEavvrqOsHBCTRsqCUgQEkh7ikJgs1QYjYJABo2bEhoaCjvvPMOP/zwAw8ePChulQTB6gx8YyhLv/qS20n3Ke/iBfYqNE9WpqJPXVKiE/hmyQo6LfmquNUs0URFpQAVHrYqPGwLgiAIgmBLvPn6IGCQsT3g3AWuLwshykNH7SQHOtSpz+Xg7OeumL+U1BQ1gbsn8Y37s8QdOUr4hx/i0rAh7r17Uz4gwOzrBwQ4MHBgFRwdT/DNN54mJy0FoTRjE5sEfn5++Pr6WiTr7OxMUFAQgYGBvP322yQlJRWydoJQtLSsUJ/g77Ya293eeMEYfqB0cWTXkd3UG9jBeKqgGp7FpWqJxc/PkaNH75C+UXCHuDgdAwY8oEULJS++GE9gYM5PJgRBEARBKB7mzV2EVp/Ga/+uYEJkdyJ2HKR1/el83bcpdXp1ovM7nbOd59u2LZXaB3Bp1Sr8P/mE8vXqZSsnCMXJ3eBgbm3fTtLZs6QEBOAbEGDRZlZhYBObBJGRkXme8/LLL9OnTx/i4uKsr1AJQaobmJcpDVls3XSOxD4MP4j6KQS/t540hiIs/fhTJr75gcXrSnWDdKZNG0Fi4nKuX9dStaqSjz9+hxYttHz+eSoVK94jPPyeRa8rnzfLxkrzeymvMiXBRlLdoOiR6gYl/3NjTg9ryZe26gZ55dCNs1xIvUU958qcanGXhh2ehv5reHzJZyiUSsIjwgGIiY7h3SmDeHDlClr1LV6fdwS3atXo+fB1FeHhZnXJfO8UExNDxrzp8nmTe56c+vNd3aByZZTPPEPyL7/g+MknPFAqeZDpvWoppbq6gTkyxvCVRSQbctlg4BtD+XT5Em6lJkB8qklSw3spN4pZu5KJq6sry5aNN7bTbwDK7oajIAjFi/hzQbCMek6VqOdUCR8fH84mXOXsgyhOvhdA07uHaeheg/quVYyyCdeu8eKtWw9bt1inkFABQbCUEr1JUNaR6gaWy5TkLLa1atXipbY9AXjl/Tf4L0NSQ097B14cOQidyg5lKnz5YxA9GuZ8LEmqG2Q/J6sd8raGfN4sGysL7yVLZWzZRnKKoOiR6gaWydjy5yYnpLqBefL7XqpFLbqnqAm8f5IfW76Eo5MqU3UDlckcQ9vHxydP7yXDvZO3tzcODgr5vMk9j9mxglQ30Gu13Ab8/f2xK4A/LhXVDX788Uerr9m0aVMaN25s9XVtCcmGXPZ4/cN3+GjWNGNSw8gT/1Lhf52NmwajBr1CxZaPSyUEQRCEEoT4c0EofG4mx/DTw1MHXbwxqaKQkbvBwdwLDuZ6cDAuDRvi0qM3kF5VYf6bb5J87RrahARQqXCvWZOvdu8uwqsQShN3Q0KIDTlkfK+59+4N5csXt1qAjWwSDB8+HIWVjgDp9XoUCgXTp08v9ZsEQtmjU81mJkkN67RrYBJ+EKvX4J2hEsLKT76g0/LviktdQRAEQRCEQmHiG28QEx6ONjaSUYtP4V2rFh+vWmkc96pZk606nbEEYoOaNThUuxwzfVtRP4cNAoDPvv+e+xERxISF4RIdTcXbd4G3AUhRq3kpNRUcHUGnY51aXdiXKZRiyrdvT8U2bU0SasZfuFDcagE2skkQFBRk9TWbNm1q9TUFwdaw19qRkiH8QOGsNNk0OBK6jeABA1DUrv3/7N13eJNV+8Dxb5rRtE03LS10F8ooQ6ajgAqCuPUVlZ++DlBEfHGBiDIEQbaAKIoiWkUFFwqCC0QBaRFZsqFABxQKLd3pTJr8/ihNk9JFB13357q8Ls9zzvPk5JD0Se6ccx90PXuCf3AD91gIIYQQovbS4+O5Kz6euwAy4tlgZ2dTP/ejjyxbIC4dPBuAQZsmVeu6d8bFgYcHJCWxXutQD70XonFrFEGCxx9/vKG7IESTtHX9Hwy8cxCpGhNOJg3u2UWWoEHu2XT0mTm8FLcXPycFb3T4v6ovKNi8OYtNm7KJitITEaFj8GBn2RJRCCGEEJeJiTmLv/9o0tMNODsr6NbNk99+m9/Q3RKi1hpFkEDUjGyBWHWbprZtUk2u+9myT4HiRDzjxzxJ6syfyPdwJDlDT+Dku7D31JGYqmf09HGkJ5zDp7uJbtcp+PT9SNzcWgEtbwvEsqy3N/JK38ed7MXt1H76RXTHJb0nsbE9ZQvEarRpCe+3ljBGsgXi1SdbIDb9901V/air9i19C0Trc6IuxHPArbQu7sxRToz4D/F5STylOk6Ae2umPj+huC4+ztIuLTWN2Eq2QNx6PtbmuunnL22rmJaGnVLJKjs7TLm5oNWSYVSSmDwagJwc8PNbdtm1a6M5vd+q27eaaGzjdCVbICqLzJbzFLGxluvGxcWhUNX8q3qL3gKxpZMtk0RZM956hyVTplBw4QLpvg42Sw+OnjhOyPihtLq0NGH4yOFoHRzx6W7iiWfNfPzup4CmQfvfGOh69kTTqSvh395Oq0cXoXGQL0tCiPol93MhrpzBwwnVywNLD8z+CcMDoQQRihk49dVRfri4i7anLnLvW9NJPaUm3yWDe1I+omNHHZ9+Oq7c65o9nW2ua17wh+X/n12wwLLzSGpqKqNGvQ9pl11CiCZPggRNmGyBWP02TW3bpNqM0Yp16wC47akHSLXKV6B01NgEDTIx4PVcRGnQ4In76aptw9Jp7Ziz4qNK+9LUx6isslsgFuQWcoLi7WfsHTVVXkPeb9Wrawmvpeq2acxjJLMIrj7ZArF6bRrz+6YisgVi1Wr6WmrXoSNZVse0Dra5AzycXHml7//x02NvEO3YigIXLxRAgddFEjKOVfj8y143tENHYrZR7haIarXtVymtVlsv49Sc3m/V7VtNNJZxupItEO2KTByheEbw8jlzSDp6lNy0NDyefRb34GDmfvTR5Q9aDc1iC0RRM7JlkqhMUJaCnEtLD7RpuSiMRpskhyqroIHKUUORVoG2awb7d2/j6dtu41hCCpqcXEwuzvy4YzM+Pj4N/IyEEKJ5kvu5EPXLrDPRbXLpjgbxsy5U2DYjMxU72ljKmVkVTzkPDHRAo4kkOjqHnj2VtGvnXTcdFi1Senw8w5KSipNmxsWxoY52/6sJCRII0UwZLlxgglkLqSZAy6cerpxYtpN0lQEHoxqPQqUlaJDwZTT+E27H3lNHfqqe3yd/T0etPfk+jmjTMrjzupvZHX+0oZ9SvdgWv48XRy/AwS+f+59R8H7kFK71Dq+w/e6LMexOieFgWhz+du6EO/kTQv39CiWEEEKIywW4tybhx0TLFoeuCi3O689yMD2O9g6+BPgGWdoa8zNtzi1bttZK056T78aRkWGkqCgJ9EpgKQ8/rCTNbh/undzJMRSgVajQ2bWif//FFBZepFcvFQ884F9Pz1aIq0uCBFdZZGQkK1eu5NChQ+Tn5xMWFsa4ceN45JFHGrproplxbNuW1Ph4PFUqUo1G3P39OXBpKQLAr4ejePaxERQozRRSZLMUwehiT/7EOyxBgzNT1tK2fSA4qzFlFbD9ty2EhoY21FOrU0tf+YJ9Gx8DvDmcmMzSV77g2k/nVNi+d6swrvEI5eafJ/BCp6GoFMqr11khRKMh93MhGtayuUssWxyuHTwbjb0Wo6mIm3+ewAedxhAW2h6TwQCAWmGyObds2dq6le9jMJjRaPbRs+cy9h4fA8DevdCm7yicHuyK06W2xq+OEvT4ProNPkqQoy+u7dWA7Igkmj4JElxlmzdv5u6772b+/Pm4u7vzww8/8Oijj6JSqXjooYcaunuiGZm9fDmTR43i7K+/4ta/Py+8+aZN/dDwCI7/fRyNZh+33f0qF62WItg5aW2CBgXOagIn3mqpv/6WGxl6z+0kpJ6jKMOB5ONuJCWZ8PJS8Nprz1KPyzvrXEJCAVAyPdD7UlkIISon93Mhmg6nAiXGaeusynWzrOd83Bl+fPtzDqbHEefgS4LvLnrPXVIn1xYtj3tQEN/l5ZF7+DAevXrhHhTUYH2RIIGVPXv2sGnTJv755x927tzJuXPnsLe3Jz8/v9Lz8vPzmTNnDqtXr+b06dN4eHgwdOhQZsyYgZ+fn03bL774wqY8YcIE/vzzT7755hv5UCHqlE6nY/HKlfzUsSOd33qr0m1U3pz2Fos/Xcr6rUe560Z//Lr1JdEqaKB2srcJGhgc4FgPsPcMozBVz5nXzpKvn4len8wPPyxn1KgPrtbTrJHNW37g7/g9HC1KJ8d0AkimOFCQTNu2Ch7+70QOnvWl639f4bOVb6LT6Rq4x0KIKyH3cyGEtQG+/twZV7oN4oaQipcFjBgxmZiYLCCH48eTKr1ukcpM9l1tCaItp1b/zYE/DrGu+48AmDONJMWfqZP+i5Zh7kcfcSomhiO33cYdv/yCXQPmqJEggZWZM2eyzmo6dnXk5+czaNAgoqOj8fX15Z577iE+Pp7IyEg2bNjAjh07qpyWnZGRgb+/rGESDcfJyYlPFn6IRrOPT3b3oKAgh8dfHM3FgnN09GxDQprBJumhskzSQ3u3/bh5P0J+ipm4uJ4N/GyqNuim++hfcBuDNk1i26+reOrp2Ww6eIIbQtoAWr7/4VbgUU78kIxy5DS++WZhQ3dZCHEF5H4uhLDmFhjIerOZgxnxtNf60KaSX2hPnswiOnoEADk5y3F2nkp2dmt69lSSZlKQ881BS06CwgKD5TyTwUin1++xlOOmXNnfICEaEwkSWLn++uvp3r07ffr0oU+fPtXK5j579myio6O5/vrr2bhxo+UXx0WLFjF+/HhGjhzJ1q1bKzz/s88+Y/fu3SxdurTOnocQtaXT6VgwaSZQvLXLqedOMWDowEs5CQrRGAw2SQ/DJt5uCSDETv2xSeUv0Ol0fLlqPkM2vcKids8w8vF3qGz5gV6vZ8zkl4g/t5+JLknMeHHSVe+zEKJycj8XQqRERXExKgqP3r15okMHXB97lIeyf2Ry+1F06NCpmld5mq5dI4mOHsGqVa42WyDGxsZy6yN3VHhmTn4ebboHW8oys0A0JRIksDJx4sQram8wGHj33XcBeO+992ymJI8bN47PPvuMbdu2sWfPHnr16nXZ+evWrWP06NF8+OGH9OzZ+H99FS1XaGgoZ08kEBsbC8ADN9+B9tL2ikazbdLDIp2Stlb5C64bNACNWoXCRY05q5Btv/7ZqIIGer2e56a/Rvz5/UxyPkebNq2wXn4QGGhv0/7ZKeM43lNB0OB+nE3VM33JXNas+LIhui6EqIDcz4UQXhEReEVEWMqFBfmw6cc6fQz7HKMl10GB0mxTp3LWEjrtXktZZhaIpkSCBLWwfft2MjIyCA0NpUePHpfVDxs2jAMHDrB+/frLPlR89dVXPPHEE3zwwQc88cQTV6nHoiWxjqBf+PRTdD17UlcZBSeMns6MOS/jdC4bk2eRzVIEVZn8BUZHCL4UNMg9m06vWyPQueoaTcDg+ekTOdFbSZBnP5JS9QRGZRLa+3X0Bj06tY533rH9QHE+Jw17zwCg+PldLDjXEN0WQtQhuZ8LIUq0a+eCyRRJdHQOPXsqadfOm+jo8tv2cvVh2LnizwETC7OJm7SGIoUdSoUd5jI7KMjMAlHWpNGjyYyLJy0tDceRI/Ht1IlREyY0dLcACRLUyv79+wEq/NWg5HhJuxIfffQRzz33HJ9++inDhw+v306KFss6gl4yA6CuDJ/0EMMnPURsbCwpKSmMeuFp0lUG1PkKFBcLbYMGjqVBg+TNRwiberelLmLwjXh7e5KnMqA1qti0dmO1pgXXll6v57WnnsJ0dCc7XZzwuXUIUPylP3r/VtqOvRHfS30c9cZLrF+22nKuj6M7x6yen7+9a733VwhRv+R+LoQoERk5y7IF4qpVroSEhLBy5T4AoqIMLF9+lqgoPeHhRlI0rnzkk0Nm+kV8nDxw1TniM/xavDJc+GnNdzbXLTuzIHbyWp6e8Qopbll4ZbjQq00PRj/1f1fzqYoGlhEfz11xceDhAUlJbHBwaOguWUiQoBZOnz4NcFnG4xIlx0vaQfHaxldeeYX33nuPm266ifPnzwOgVCrx8vKq5x4LUfe8vLw48HfxB+fY2FgSEhL479NPWPIXKM1mS9DAZDDabq2oNaMdcy2ul75wD75nMAd3Hqz3Pk8ePZpeO3YwRKViQU46+dZBDWfb7R8v5iTanPv+rMWMmfwSW85tp49rO6a/8Fq991cIUb/kfi5E05MSFcX5qO3QGY4vWYJPRD/cr7+uTh8j9999HP9hDXN8t5IS2Z3uvXsyfOb9aDT7WLHClYKDT6COjeVsVBSO4eG0v+MOyw80AV98S9yUdRSZTeXOLMgtyOfn79dY6n/N/VaCBKLRkCBBLej1egAcHR3LrXdycrJpB/DOO+9QVFTEM888wzPPPGM5HhgYSHx8fJWPGR4eXu7xU6dOERAQQGpq6mV1ZY9dabmu1OS61TmnsjYV1dV2nJrLGBkMxevn0tLSLMdiY2NRqxU1HiOdTsdfv/1pqdPr9Tw86nHsXDTkZGZXOMvA3lPH6fxsfNsFYOeiwZRVwKqPVhIYGHjFz7eqfqedOoXnpS0hxxZpmLpgM7mdPOmq8SMrzXYmhP5IcS4G62tMff4V4o8u4xXvh8jPz7eZqSHvt+odb4nvt8rqGtMYGQwG1A247VJDaI73c3nfVF2urzGqybWr274uxqmqcWsy9ylfX+zv/w8cXYb9/f8hW6EkPa74fpyWmkaswnYWpcFQUFpXZoZl2b6UfD565ZdVXChIJ6dXBl/E6Wlz4Rjvdi1ekpSWloYqMBBdz5643nwzANmenmRfuvZzz7zGsYzjpLXKweOiE7+s+8HmMVTOWoKnFe+GcHr13+TEXMCzV1cUZtAW2LFt/Q/N6v1W3b7VRGMbpyJzcUAoNi4WlUJJWmpaueX8PNttefPz8y3XjYuLq3T78qrU9l4uQYJaMJuL/4AoFIpK661V54ODEM1JYGAgURu3AJCQkGAJGJiyCjEVGm2+kOfp8+nweulyhAefeASVWoWdi4aizAJuCu6AIiMDVatWvLJggeWD+5XSeHuTmpSEp0pFrsnEDUFdOPl4e15zuZ/3xr9I6ps/k+nugGt6HiFuvnU4GkKIxkju50KI8uQXFuD6SA9KFhbmrz5e7XPvv/cW4BZL+efPv+PUpLWYFWYUZgVmZenMApPBSKdppdsnnpy6vrZdF02Ak19bvgNyDx9GHRaGewWz2RqCBAlqwdnZGYCcnJxy63NzcwFssiTX1uHDhy3/n5GRQUZGBgBDhgyhqKiozh5HiPpgHTAAeOqpaeybtBWtlx35KSYcvR1tkx46KQieONSS9DBq4a/4uunQnkxi7ssvM3PZshr148VZs1g8eRLHEw7RIbAbY6a8zvjk4rwDTr6+DE1OxjPVRKpRyfY2bWr9vIUQjZvcz4Voeg7rz3A45wxhDr58n7yTcCd/OjjV/p4dFWUgKspI9+5mzidBXWVKWrJwKgeTj3NKqSe0SMcny9ZU2DY/L4d+9w4CBWAGU5aB6D+21VFPRGPx0qw3URaZOXLbbbR++21atW7NxQsXGrpbgAQJaiUgoDjDeWJiYrn1JcdL2tW1t99+mzfeeMNS9vDwqJfHEaK+LFnyChMnvsfZs0badlex7/hPlSY99J18F/aeOvJT9fwxZS1/DLmp0qUJFXFycmLigvk8deIjxrZ5mHdffwPTmUMs8z7EC2/O5MOZs8iK+guXiP689Oab9TkEQohGQO7nQjQ94Tp/wnX+NseM5vIDbIf1ZzicnUDbUxf5VXuI3nrjZeeWiIhQExGhJjU1l/Fvw+XziGqm9zUD6c1AS3nFvG8sMwuMGttZTOUlOYzcuMwSYOjq3YHe1wxEiPoiQYJa6N69OwB79+4tt77keLdu3erl8UeMGMEttxRPY3r00Ufr5TGEqE9OTk4sXfqKpZyQ8JDNcgQ7k6nCpId5zmrCLs0yKEjV839PPUobgw5NTi6FTg4s+3ZlhcnDcnJyeH3xLOKzY3kk9ldeSM7mPxoNqRnH+Wj2bF6Zt4ATd99O+3kL0Di0rLXZQrREcj8XonkL1/nTWetL+Dtv0PqLMbTSta7Wea0d3Lj49UlOFpwn0K4VPjr3OuuT9cyCbW/+gHHautJK0+VJDj9+fw1mhZktZgXm7CKiNkuQQNQfCRLUQkREBK6urpw6dYp9+/Zdtrfyd98Vb31y55131svjR0ZGyi8PolkpuxzBOoeBPktvM8tAXSbpodnRDl1eNvk+jujS9Iy46wE2/L2l3MeZvmQuZ290IcizHwWpeta8+TPPm8BTpaKgkUzzEkJcPXI/F0KUKyUVh6QkQvTpODjmQltT1edUk/XMgucjj5B7MRGj2oTKYIdGazt/wXpmwenVf5Nz4gKDXnwQtcEOb5UHK5e8X2f9EgIkSFArGo2GsWPHMmvWLMaOHcvGjRstidQWLVrEgQMH6NevH3369KmXx5dfHkRzZx00SElJ4f/GPEuexowm34wiw3YXgsK8QvKnFic9zDmbzrkFP9N/2BBMWQW8N38J/v6l0wovFmRi71n8K4K9p45UNy2kmUk1GrFvXb1fF4QQzYfcz4Vo+hZOnkz2mTMY85J4Rx2Ne3Aw42fNqtU11RcyGJOqB9RQkMdqVUad9LWsd76ItCkPGDKQ2ClrMZnN2KHAbFcmyeHrpUkOY6dtqJc+iZZNggRWfvrpJ2bOnGlzrLCwkOuuK91zderUqdxxxx2W8pQpU/j999+Jjo6mffv29O/fn4SEBHbu3ImnpyeRkbZv+rokvzyIlsTLy4vfv/u23K0VTVmF2Ls42eQvCJt6jyWAMHrcWG7r1B1zejoab29cPRw5b72rgknDXF0eQa078mo95CD45x84eDCPPXuMdO6soG9fM7fdVucPI4S4RO7nQrQ8+sREHkhKulRK4bsmvJXrC89O4ljGcVI9c3BPceS39WsrbJubo7dJcliUWciG7ypuL0R1SJDASkpKCjt37rQ5ZjabbY6lpKTY1Gu1Wv7880/mzJnDqlWrWLt2Le7u7jz++OPMnDnT5tfLuvbiiy/yxBNPAMXZkJVKJZ6engCEhIRc1r7ssSst15WaXLc651TWpqK62o5TUx+j4n2A9+Hh4XGpbh8hISGo1YoKzynvWEOMUZ8+fUg6edpSHjziPjIryF9g56Ii/sQB8j0c0R45g59vCGHOzmw9v50bfbqy8KetDNs9h9eCnqJLl84U5BZyAggODsbeUXPZczOaiuAoeHh6oFIoqxyj226Dp58ORqPZxxdfuKNWK+T9VsGx5vx+q05dYxij2uyr3FjI/VzeN41hjGpy7eq2r4txqmrcmtp9SqvVXla2bmcyGDgCeHp6VnuMyv49VKvVls9LHh4el93P62qMJox7GoDY2FgANn/zA3FT1lFkNlWZ5DBuyrpKn6O1hni/VfW4tdFY/i4ZzUWQDCHBIajslJWW7YpMNq9Ls9HIBYo/g9rV4n5c23u5BAmsPPHEE5ab9JVwcHBgxowZzJgxo+47dQUKCwstv7JaK3vsSst1pSbXrc45lbWpqK6249Rcxqg4SABpaWmWY7GxsajViiY3RovGzWD6krlcLDhH7uEk26UIuaVLEfJT9WydvoE/Viwn4cRHTG0/ipSLxV8W0tPSiY2NpTDPAEBcXJwlcaH145ZkT05LTUOpsKu0fyVl67FWqSpuX1fk/VY1GaPyGQyGJh8okPu5vG+qU66vMarJtavbvi7Gqapxa6qfC/Pz8y8rl3zJBjAbjZZrKKyOV3Td1NRUVK1a8a3JRN6RI6jah+HYqpXlmtb38/oeo+eeeY1jGcdJa5XDzvlrK01ymJOfZ7t9YkY+X/Toi2N4OLqePdH17Nkg77fKrl1bje3vUpG5+N8kNi4WlUJJWmpahWVlkdlyniI21nLduLg4FKqaf1Wv7b1cggRNmGyZJEQpJycnFkwqnl5snfDQlFWIxllnM7OgyN2pxo9jvS/zL/oDhGl8uB7PSs+JKThPwsVjdJ2byM85reiorfocIUTLIfdzIWpP5+fHt2YzJ/KSCFZ74e7nV+trPjNpEs6OLpy4+3Y8F76NWtswX53uv/cWoDhvyZ3zt5F7KhsFRsyoUPvb/lhx2faJk75j5ol96M7H4xZziJk9e17FnoumSoIETZgsN6h+m6Y2RVGWG1Stqn9v66UI3uFdbWYWkK+hcN2P0BkK1/2Ia6++ALh7uBMSElLpcoM+IX2469L/l/yaUNUYdcvR8vPyd0g/v58Dx0N48KXJ8n6r4Fhjey3V5pymOkZNfRZBUyTLDarXpjG/byoiyw2qVlevpfdWr8ZoKuLmnycwvdMYwkLb29TXZLkBQFsfP05QHLzTOKjx9w+mvpcbVNavrV9/xMWoKNL27MGjVy+GfLjUshRBqbDDrCidWXB69d8oHNQUGiHNqCd6z99EDR+CyWxGgQKdWc3h3UerfMyqjst3DFuy3EA0KDc3N9zc3AD5UCdEZdZ/soL/G/MsBVoFjkVK/v1jM628veDnCeQ+cQ9bzx+n7Z8XWee6m/yLKro6Bl3xY2zYcI6piyaSnJ+Km50z815dzJ13tgGKt1w809+JIM9+JKXqmb5kLmtWfFnHz1II0VTJ/VyIpuGVV94mKckM5PDww0qCgx347rt3rmofvCIi8IqIsJSnePiz59w+Utyy8MpwYcOa7yx1JoOR4KmlOyGoZqzF//W7LeWjE7+l233XkWs24qhQEeziy+JpC6/OExGNmgQJmrCMjAwyMjKA4nUnRUVFsl6omnWNdR2j5CSoWk2ua2dnx9cffmD5ZS43N5fYuOJZAO7ZSm5RdiTwnSg8Px2DR5aKuAtxQPk5CfR796Lfu5fcw4dRhIRg37UrAIu+fhH14z6EeHakIFXPoq+foXPnt0lNTeV8bprNlovnc89YZiE0pnGS91vdnNPUx6g55CRoaurjfi7vm6rLkpOg/GNN+XOhdc6gWIVt3oGa5CQALHmK0tLSOHkym/37nwNg714oKnqXWKt15HWtOtcdPPBaBnOtpbzu4y85NekHUIChTJLDyzipcX3yBlwvFf+ZukFyElSzjeQkEI2WrGEU4urT9eyJU7duHLntNlq/+qrlD/iphLMEeLYDigMBp2JPc37FCrL+/RddTirpVssdWqtqnhNBCNH8yP1cCFFXSrY/9PT0JOL+W23qzGbbtooy5fw8Pfc8+WBp0sMsA9F/bKu/zopGS4IETZjkJKh+m6a2jlFyElSttmNUso1hSHAIRflFlvWGVeUk8Pb2ZvKoUZxNS8N19mxenD2bkJAQjGkKm7wH+Rl27H/kOra2TqRD2C1sX/0bZ1Kz8XN35oHb7qLgu+9I27MHRWgoup49CenTp5YjUvVzrstz5P3WfMdIZhFcfZKToHptGvP7piKSk6Bqdflast6iuGybushJoFbbfnVSq1WN+v2mxp2j0/4AjICKwrRcTr72s6WNWWW7M4J10sPTq/8mN+Y8/e4bVNw2y0DU5m3yHaMadZKTQDQoWcMoxNU3efRoekRHc4uHB6kHDrBkyhRWrFtHSJuOHJq0Fa2XHfkpRXTpci1PthvCqrgtvBFyGws/fgmNZh9bjrmiVisI8vfnp44d6TxzZq2mkwkhmj65nwvRNAQGOqDRRBIdnUPPnkoCAx0aukuV2rN0sU2Sw/tX7OToocmWep82t1e4naLJYKSj1S4Jh17+in73DiqefaAAc1YR2//YUv9PQjQI+WTahElOgqrbNLV1jJKToGp1NUYl6xZj42Ix5RffFNPS0oiNjbWsPywvJ0HaqVN4XvpS76lSkXP2LLGxsQTlxPGkKh/PbBWpKiM/JMXy/PNH4S5YOu53dh96AT+1mVF3mrhnyB2s/X0zrdPSOHf7cwx7dhL33nvFT+uKn3NdnCPvt+Y/RpKT4OqTnARN/31TVT/qqr3kJGjYnAQTJz6Ki4sHHTtmsnRpESoVDZ6ToNJzfH2xHzYM32HDAHD69oRNW7s0O/L0eZjtQGECdUDFXw3Lbq146OWv6P+f4m0ZFShAX8QPq7+ttP+Ndpxq0EZyEohGS9YwClF7Ofv2kbP7Xw7ndaT3mm/Y6X4d28525HZgyZJ8bugPERGlf2Q13t6kJiXhqVKRajSi9vICQJ9htAke2BUZGfucPWPi4VDubv4+PQ7wJvFkMll5z/GishBPDw9SDcdYt3YqC96Px85FgymrgFUfrSQwMPDqD4YQokHI/VwIcTUEBjpgMi1j794iunUz0779MObPf9FSf8PAAdVOeqhy1hJSZmnCvaMeAkChN7Ft4x/19TTEVSBBgiZMchJUv01TW8coOQmqVlc5Cbr+537M9zxA/3n7ODbGlVs6hPKQwcBPHeG99zpfth5syapVxTkJfv0Vt/79mTBrFiEhIbRu60rq8fOW4IGPnxvBQcEQDxcvqgDvS1fwxj43H0/34lwHnioVO+KPEjDzPks+g+FP/heVUoXCRY05q5Btv/5JaGhog4xTTdrI+63qNo15jGQWwdUnOQmq16Yxv28qIjkJqtaYcxLo9+7FeDKWw3kd6ffTeux79yTknt6UfHZSqxVN6v323XfvYDCY0Wj28c03rnToYPvZ4nx8omX3pYiBN3Jq8g+WOrNdmSyHVspfmjAYs9mMQgHozZyLjavV86mOxvJ3SXISiAYlaxiFuPp0Oh2LV64szifw1luWqWBvff89k0ePJu3UKexbt+bNDz/k6YljiU8+iEJZSGvlS3irc7lodCa50Eiq0c4SULDz1GHvqQOKd0Yo1ELgxFux99SRezadXrdGoHPV1TpgIIRonOR+LkTjpOvZE/977qfra7dwbISrzY8oTdHmzVls2pRN795KFi/O54EHshg0yKXctknxZ2zKPkF+llkGUHnQoHhpwj2W8qGXv8LvmtLPLna5Jk7HxJV3qmgkJEgghBB1QKfTseTLLy0R+Ffmvs6JvkqCPPtRkKpHO/MnJpi1pBqTmZFlz0tGB7TukJ+iQZGSZrMzgsrR3hI0SN58hLCpd1vqbhg8oM5mGQghhBCi5Rg0yIVBg1yIjS0AICSk/ABBeUq2Qiz55dw3yP+KliYEVxA0yMnPQ+WgwcOxeHtoFztHdv21q/pPStQLCRI0YZK4sOo2TS3ZkSQurFp9JC40G+2AksSFCktyI+ukMSXX0O/di37vXhy6dCF+2TLsu3Yt97ESUs9h7xkGFM8OyPdwhFQTnioVBvc82k8bYvnif3Z+FGdm/nopJ0EhdiaTJWhgMhgrnGVQkKrn+lv6o1SqsHPRYEjLxc7ODqWblqLMAt5fsKTW43QlbeT9VnWbpjBGkrjw6pPEhU3/fVNVP+qqvSQuvPqJC60/K6lUl5er06+aaszvt6g/tlqO3T3sP5ya9AMKM5gVYFZWPMsAbIMG8Su3E/RYP0td2VkH6IuqzG/Q2MZJEheKBiWJjoS4+nQ9e6Lr2ROo/ObhqXEh0Wp2gDYtF9CSajSiCfCw+eIf0KUtX875wHJuQkICD496HDsXDTmZ2RXOMrD31GFwUBA0cSj2njpiV2yh7X29LW2fGTcWpUolCRGFaOTkfi6EaMqi/twKUOOggbXyZh0M+M9goHTWgZu2eOtJJ7M936/6vq6ehrAiQYImTBIXVr9NU0t2JIkLq1ZXiQtDgkMwF9lhPQ4lyY3KSxpTnfEAWLlkOaMnvsC25O10dwigbbfr+ezPzbhE9KetKpt8qy/+uiLzZWOWdPI0AKdOnWLA0IGXlhcYUFrNMigbNLBTq2wDCI6lAYSyCREN6XnFsw5c7S3LFir7+1Gd51xVXXN9LdWkTWMeI5lFcPVJ4sLqtWnM75uKSOLCqjXmxIUA/v7BWCcqLFuW99vlx5ISivMZlCzBvGnoIOKmrLPUmxWmKvtWoqpZByUBBKhZrgNJXFg+CRI0YZLoSIjGS6fTsXzeUoZumczcoKdoH9KOjV070X7eAgymQuZ/9C7rtx7l5l7uzJi2qMLrhIaGcvZEgqVcWdDAVGisdNaB9VKFsrMObhg8ADs7JXYuGsguZM3n3/DoCy+QqyzC0WjHXz/+iI+PT72PmxAtkdzPhRDNWckX9/KCBjn5eRyd+gNqoz0AZlXNAghwea4DpYMGrVlZXM7S4+3bytLWoUgtsxAqIUECIYSoB3q9nldHPoXp+E7e8othYeRKS92//2po6ziNri56WmuM/PuvijKpDSpUWdDAmJ7HmcO/oHS1pyjTNrdBVbMOCrXQ3mrWwa3/vZcOU+/G51L5uluHYMjNBGc1hrRclCqlZRbC5x9+yqOjR4CzGlNWAdt/2yLJFIUQQghRLutf+0eMmMzJk1mW8rH4NfUy6+DYG2vxfu1WS7nsLAR9ZjY6V2dL2S7XxJZfN1f7sZsbCRIIIUQ9mDx6NL137uBWlYrUQweZ/tz/GHKpLiJCzaOPtgVKo+o1VTZoUCI2NpaEhAT++/QTNZp1oPGy3ZYxw5BK2JQ7yp2F8J+nH65wBwZDeh4KFCjdtJAtAQUhhBBClIqMnFXmyLs2pYCw4DqZdVBW2VkIx95YaymfXv03uTHnLUGEsgGE8gIKzW1LRwkSCCFEPchJTMTzUlZaT5WKtH17OJzXEffPP8Old0+oxzWwJQIDA6s166C8XAfGZNuEiepKZiGoywQUKlvWUFFAoSRo8OXyzyxBhJIZC3Yu9jZ1Jds/lgQcZDtIIYQQonmqr1kHlTEZjHScdm/p41gFEMqWSwIKJcscCpIzCSnUkWcqpL9qLSk5aXg6uFnKdp7uRG74qk76WZ8kSCCEEPXAsW1bUuPj8VSpSDUa8ex7La999TLHRrjaJIa8miqadQDFAYR+t958KSeBgaGh3Tk78yfyPRzRpuWiKDRUOAvBkFzxDgxXElAoG0SoKsBgXc49m06vWyPQuerKDSBYl0uSNlY3+FD23B7X9cHkpMLH0Z33Zy1Gp9NdnX9AIYQQogWraNZBxbkOvrfkJCjM0HPytZ8tZ9ZmFoK1sgGF2Ne+Y0quEijegWFGjokprqXlVxJiePTaweSZCglw/BKjhw47RzXKR/+Potwswnt0ItcNPvjffwnw8GHZ3CvbzrquSJCgCauPfZXLK9eVxraHaVXHWsL+09Z7/ZaIjY1FrVY0+zEq2Us5Ni4Ws9EOKB6H2FiFZS9l6z1qqzMe1sdGvfYai16bRMyZQwS17sj4Ca/y7ldGm32Va/p8quNKr6tQKPhx9RqgOMNuTk4OS6ZMoeDCBezDO/Pq6NE8+fwz2LmoMaTlcfrgzyjdtJiyCln6xkImTJ+EnYu6OBeC2VyjgELZIEJVAQbrcvLmIxUGEGoTfCjv3LRbvbH31HEsVc/djz3A0QOHLdtMLpg+h5envYbSVYMh7dIOEm7ay+pMWYUsmD7n0rhpKMosYOq4V3lz8TzsXDQY0nJR2ClQXRrjVR+tvCwYUV/vt9rurSyuXH3czxvL35bqntOc7uU1uXZ129fFOFU1bk35c2HJvT0tNY1Yhe1yvpJ7e8l+9FVdt+SY9WcllerycnX6VVPN6f1W3b7VRMl1K8sh8Morb5OQkGcpxyVtIHbKWhQU/3BjyNBbAgwF6upv2VilMpfSobAEDWa7geqN0hkKR2asp/DBdqhoRxbw6+w/a7wstbb3cgkSNGGyr7IQjZeTkxPj585jTPwKnnG5HycnJyCzobtVbU5OTkxavNjmWNTGLZYbccn2bOXV6fV6Hh71ePGX3fRcEg7+dOnLrqHSgELZIEJVAQabtgZjtQMKVxJ8qOrcvccOEDb1Dkufxk5/mbDXyw9GWNdZylbBiMkzZ1YYyHho5CPY2SltAgzWwYiyAYXAwMC6fUGIeiX3cyGEqF/z579oU05NfRq4/PMMwIAhA4mbsg7zpW/41gGEknLslLUAFFb1PfwKJo+aywQU8oqqf25dkyBBE1af+ypXdI260NT2em3O+08XR8OL9/otrttHSEiIzXT45jpGJXsphwSHYC6yw3ocSvZSLm+P2uqMB4C3tzePPTaFfw+dYmZQJF9/vRjILHdf5Zo+n+poiPdbnz59SDp52lIuiYKXnPPf//7XcsxsNjNg6MBLOQkK+f6j1aU5CdJzOXP4l0vLAkrrShIxWpdzMioOINQm+FDVueo6mglR1bkGBwXtJ95WrWDEf59+osJlJdUhswiuvvq8nzenvy1N7V5ek2tXt31djFNV49bU7lMjRkzmxIksDqTHMdZhBV27ettMTy+5t5fsR1/d6/r7B1PyGUGtVlxWlvdb8/uOkXgyHrj884u18pY4ABSm5vLmpZwETiot6djxZmaRpVyksKukN7YRhSLj5Z8Xq6u293IJEjRhsq+yEI3XvY+MZ/OP9wHebDqRzLDHxwPPNHS3Gp2SPAnWN+Ky5bJ11krK1kkZywYQypZLkjZWJ/hQtlxwPgP14fMUeDihTcvFXFBwVYIRV7Isw+wst/amRu7nQtTeyZNZREWNAGAP4OAQ2bAdEi1C2V0NYmNjMZqLePLoMv68fQEqOyUxp05YyjeG9+XNlFTyTIVcLCjCOGkddmY1SkcnjKkFHJgYY7mWm1JztZ+OhXySEEKIepB9Xg14Xyp5k32+4f7QtwTlJWWsqlyd4EPZ8s6dOxnzwONo4/IpcHZjw7cfc/+jD9kEFB55+gnsXDQYM2x3kLCuI9s2+FCUWZzbYeIbky2BjJK8D2RfvvtEZQEFRbaxTsZUCCGEEHUr6ugeS9Bg7+0LsCsy8VPHjnRes5o353zGoUPJAGi1Wtq1695g/ZQgwVW2bds2Fi5cyL///svp06eZNm0a06dPb+huCSHqWECAhn/+SaY4UJBMQIA9u3Y1dK9EbXl5efHdlp9tpv+VDShEbdwClD89sWxdybklAQvra1kHMcruPlE2GGEdUNj26x9182RFpeR+LoQQoi5FRs6qdInD1SRBgqtMr9fTuXNnHn74YV588cWG7o4Qop5ERs7AVDSVgz/vIuTGznz00ULWrDnR0N0STVRoaOhlAQbrcmP5UNGSyP1ciMalXTsXzOZIDqTHEebgS7t23lWfJIQoV2WZE1qcPXv2MHfuXP7zn//Qtm1bFAoFWq22yvPy8/OZNm0aYWFhaLVa2rRpw8iRI0lMTLys7e23386cOXN46KGHsLe3r4+nIYRoBHQ6Hau+mMfCtkm8vWj8ZdvXCSHqj9zPhWh5IiNnsWXb23SfF8aqr1+xSVoohLgyMpPAysyZM1m3bl3VDa3k5+czaNAgoqOj8fX15Z577iE+Pp7IyEg2bNjAjh07CA0NraceCyGEEKIsuZ8LIYQQNSczCaxcf/31vP7666xfv57z589X65zZs2cTHR3N9ddfT0xMDF9//TU7d+5k4cKFpKSkMHLkyHrutRBCCCGsyf1cCCGEqDmZSWBl4sSJV9TeYDDw7rvvAvDee+/ZTCceN24cn332Gdu2bWPPnj306tWrTvsqhBBCiPLJ/VwIIYSoOZlJUAvbt28nIyOD0NBQevTocVn9sGHDAFi/fv3V7poQQgghqknu50IIIUQpCRLUwv79+wHo2bNnufUlx0vaCSGEEKLxkfu5EEIIUUqWG9TC6dOnAfDz8yu3vuR4STso3jLp5MmTABQWFnL+/Hn+/fdfNBoNnTt3rvIxw8PDyz1+7NgxVCoVt9xyCwAqVek/rdFotDl2peW6UpPrVuecytpUVFfe8SsZl+YyRmazGTBx221mlEolYKJzZzsUCkWzHyOz2cy5gjQ62Zf8Mlg8DiqVCrPZTMGZM4zr3BmFQlHhNao6ZjKZKTxzBuWdt6FSKS2PYX1OYx+nK2kj77eq2zSFMUpISECj0dT6Ok1Jc7yfy/um4caosj7Xtn1djFNV49aUPxeW3NuHqtaW+5mn4MwZVEOHXtFrqeTzUcn9u2xZ3m/yHaO84xeMmXSyX2/5TF1RGbB5XdbVGNX2Xi5BglrQ6/UAODo6llvv5ORk0w5g9+7d3HzzzZbyhx9+yIcffkhgYCDx8fE17otCoUCj0WBvb09qaiqenp7Y2RVPFFEqlTbHqiqXfAiq6yzOZR+nrs6prE1FdeUdv5Jxak5j1LGjyVLXuXPLGqMgjY/l/63Hwc7ODk379lVeo6pjarUd6tBQm/E1mUzyfivnWFN/LVW3TVMYI41GY7l/tRTN8X4u75uGG6PqPueatK+Lcapq3Jr658IAlXeFbVRW9+QreS2VvX+XLTe1MWqI91tTfC3VZpwCPL1txslJr0TlpLKMi3XZ+nVZV2NU63u5WVQIMNvb21dY/9RTT5kB85QpU8qtj4mJMQPmsLCw+uriZeLi4syAOS4ursJjVZU7d+5s7ty581XpW12cU1mbiupqO04yRnFVlpvTGFVUL++36tXJa6nqusY6Rs1FS7yfy/smrspyfb5vrnScqtu+LsapqnErWy+vpbgqyzJGcdUqyzjFVVluLPdzyUlQC87OzgDk5OSUW5+bmwtgkyVZCCGEEI2L3M+FEEKIUhIkqIWAgAAAEhMTy60vOV7STgghhBCNj9zPhRBCiFKSk6AWunfvDsDevXvLrS853q1bt6vWJzc3N6ZNm4abm1uFx6oqX82+1cU5lbWpqK6xjpOMUdUaYowqqm+sY1TTx5HXUt2c05zGqKWQ+3nt+lUX5zS3982VPk5129fFOFVn3BrjGFX3nOb0WpIxqh4Zp7qnMJvN5obuRGOlUCiwt7cnPz+/3PrCwkK8vb3JzMxk7969l+2t3L17dw4cOMA///xDnz59rkaX60RJxuXDhw83cE8aLxmjqskYVY+MU9VkjKomY1S5lng/l9dE1WSMqkfGqWoyRtUj41S1xjJGstygFjQaDWPHjgVg7NixNmsZFy1axIEDB+jXr1+T+UAhhBBCtERyPxdCCCFKyUwCKz/99BMzZ860lHfu3IlCoaBv376WY1OnTuWOO+6wlPPz87npppvYuXMnvr6+9O/fn4SEBHbu3Imnpyd///037dq1u6rPQwghhGjJ5H4uhBBC1JzkJLCSkpLCzp07bY6ZzWabYykpKTb1Wq2WP//8kzlz5rBq1SrWrl2Lu7s7jz/+ODNnzsTf3/+q9F0IIYQQxeR+LoQQQtSczCQQQgghhBBCCCEEIDkJhBBCCCGEEEIIcYkECYQQQgghhBBCCAFIkEAIIYQQQgghhBCXSJBACCGEEEIIIYQQgAQJhBBCCCGEEEIIcYkECYQQQgghhBBCCAFIkEAIIYQQQgghhBCXSJBACCGEEEIIIYQQgAQJhBBCCCGEEEIIcYkECYQQQgghhBBCCAFIkEAIIYQQQgghhBCXSJBACCGEEEIIIYQQgAQJhBBCCCGEEEIIcYkECYQQQgghhBBCCAFIkEAIIYQQQgghhBCXSJBACCGEEEIIIYQQgAQJhBBCCCGEEEIIcYkECYQQQgghhBBCCAFIkEAIIYQQQgghhBCXSJBACCGEEEIIIYQQgAQJhBBCCCGEEEIIcYkECYQQQgghhBBCCAFIkEAIIYQQQgghhBCXSJBACCGEEEIIIYQQgAQJhBBCCCGEEEIIcYkECYQQQgghhBBCCAG04CBBTk4On3/+Oc899xx9+/bF3t4ehULB3Llzqzx39erV3Hjjjbi5uaFWq2nTpg0PPvgge/bsqfCc/Px8pk2bRlhYGFqtljZt2jBy5EgSExPr8mkJIYQQLYbcy4UQQoi6pzCbzeaG7kRD+Pfff+nRo8dlx+fMmcOrr75a4XnPP/887777Lmq1mgEDBuDp6cmRI0c4dOgQKpWKH374gTvvvNPmnPz8fAYNGkR0dDS+vr7079+f+Ph4/vnnH7y8vNixYwehoaF1/hyFEEKI5kzu5UIIIUTda7EzCZydnXnyySf58MMP2bt3L5MnT67ynP379/Puu+/i7u7OwYMH+f333/n66685ePAgixYtwmg0Mnbs2MvOmz17NtHR0Vx//fXExMTw9ddfs3PnThYuXEhKSgojR46sj6cohBBCNGtyLxdCCCHqXosNEoSGhrJixQqefvppevTogUqlqvKcv/76C4CHHnqIDh062NS99NJLuLm5kZCQQHJysuW4wWDg3XffBeC9995Dp9NZ6saNG0e3bt3Ytm1bpdMbhRBCCHE5uZcLIYQQda/FBglqwt7evso2SqUSV1dXS3n79u1kZGQQGhpa7pTIYcOGAbB+/fq666gQQgghyiX3ciGEEKJyEiS4AjfffDMqlYqvv/6a48eP29QtXryYjIwMHnroIZsPIPv37wegZ8+e5V6z5HhJOyGEEELUH7mXCyGEEJWrel6esGjXrh1vvfUWL730El27drVJdnTs2DEeeeQRPvjgA5tzTp8+DYCfn1+51yw5XtJOCCGEEPVH7uVCCCFE5SRIcIVeeOEFWrduzZNPPsnmzZstx0NCQhg4cKDNOkUAvV4PgKOjY7nXc3JysmlXlfDw8HKPHz9+HAcHBwICAqp1HSGEEKI8p0+fxsnJifPnzzd0V+pNQ9/LQe7nQggh6k9t7+VNNkgwbNgwDh06dEXnrFy5kr59+9b4Mc1mM+PGjePtt9/mmWeeYdy4cbRp04bDhw8zfvx4nnzySY4cOcJbb71lcw6AQqGo8Jp1wWw2U1hYSF5eHoBN8iaj0Whz7ErLdaUm163OOZW1qaiuvONXMi4yRk1/jMxmM+cK0mhj74FCoajyutUZj7LHTCYzhacTULb1Q62W91tzfS1dSZumMEaFhYW1vkZ1yb28/GvVxf1c3jcNN0aV9bm27etinKoat6Z8nyq5t7dWuV7Wxmw2U5CQgMrP74peS0qlkpMnTQQHm8sty/tNvmNUdbwh/i7V9l7eZIME8fHxl60lrEpubm6tHvOzzz7j7bff5t5772XZsmWW43379uXnn3+mU6dOLF68mKeeeoqOHTsCxdszAeTk5FTap7K/WlTk8OHD5R4v+UWiJGlSSEiIpS42Ntbm2JWW60pNrludcyprU1FdecevZFxkjJr+GBlNRdz88wT+vH0BKjtlldetzniUPVaQW8jGrp1o/+PPdAzvUO45jX2crqRNS30tXUmbpjBGFf3CXR9a6r0c6v9+Lu+bhhujyvpc2/Z1MU5VjVtTvU+NGDGZEyeyuJAeh4eDL+294fWb2pO2Zw8evXrhed117Bwxgs6//EJoWFiV1y055u8fjEazj19+cUWtVlxWlvebfMeo6nhD/F2q7b28ySYu3L17N2az+Yr+u+mmm2r1mJ9//jlQmsXYmrOzM0OHDsVkMrFt2zbL8ZLpgomJieVes+S4TCsUQgjR0si9XAhRV06ezCIqagTZR2awZ88YErO1dHjpJdJ276bDSy/R6vrrG7qLQjQZTXYmQUMo+RDg4uJSbn3J8bS0NMux7t27A7B3795yzyk53q1btzrrpxCicfn7byOffn6WqCg94eFGIiJU1MMPV0KIapB7uRBCCFG5JjuToCH4+PgAxb98lGfXrl0ABAUFWY5FRETg6urKqVOn2Ldv32XnfPfddwDceeedddxbIURjcd11KmbObMP27Tm89JKWiAh1Q3dJiBZL7uVCCCFE5SRIcAXuvfdeABYtWsQ///xjU7d06VK2b9+Os7MzQ4YMsRzXaDSMHTsWgLFjx9qsZ1y0aBEHDhygX79+9OnTp/6fgBBWNm/O4tVXz/LQQ9nMn5/H5s1ZDd2lRiElKoqj8+cT9dBDHJ0/n5SoqIbukhCiDsm9XIjmqV07FyIiInHu/Dq9ei2jXbvyZwsJIarWopcb3HfffSQlJQGl0w/ff/991q5dC4Cvry8//PCDpf2YMWP4/vvv2b59O9dffz3XX3+9JSPykSNHUCqVvPfee3h4eNg8zpQpU/j999+Jjo6mffv29O/fn4SEBHbu3ImnpyeRkZFX5wkLYWXQIBcGDHBm3rwLfPGFjg4d5GYK4BURgWffvvzUsSPXf/EFdmr51V+Ixkzu5UIIgMjIWZakxB93GkNYaHtMBkNDd0uIJqlFBwn27dtHQkKCzbEzZ85w5swZAAIDA23qtFotmzdvZunSpXz99dccOHCAnTt34uXlxbBhwxg/fjzXXXfdZY+j1Wr5888/mTNnDqtWrWLt2rW4u7vz+OOPM3PmTPz9/evvSQohhBDNmNzLhRD1Rb93L8e/+Y45vltJieyOS++e4B/c0N0Sot616CBBfHz8FZ+j0WgYN24c48aNu6LzHBwcmDFjBjNmzLjixxRCCCFE+eReLoSoL7qePWl7+92Ef/QhrR5dhMZBZheKlqFFBwmEEEIIIYQQTd+ro0aRFh+HMS2ONx3+oU2nTsx+//2G7pYQTZIECYRoplKiorgYFUXanj0oQkNJsO/O8jx7oqL0REToGDzYmQEDnBu6m0IIIYQQV2z3xRh2p8RwMC2Orh7BnDlxlOFnkrgLICOJDQ4ODd1FIZosCRII0UxZJ+DrPHMmPioVw/zboNHs448/wlCrFRgM5obuphBCCCHEFevdKoxrPEK5+ecJLLn+WfaplzR0l4RoNiRIIEQzpdfrmTxqFGfT0nAdP54XZ89u6C41Sn/8kcUfv+eyeXM2vXqpeOCBLG4eIL8+CCGEEC3dwsmTKUxOISMtDYenR3LsQjbq1jcCOTz8sJLgYAe+++6dhu6mEHVOggRCNFOTR4+mR3Q0t3h4kHrgAEumTGHZd2sbuluNzsCBLtx8o5vNVpCyZZIQQgjRtLgHBbEeMwfT4mjv4IvG14MPY35h6/MRJMb8Qm/P9ld8TX1iIsPOnQMPDzh/njczi4g+NQKAvXvBzm5ZXT8NIRoFCRII0chti9/HazNeJyU3HQ+VDncHZ4ow4+Pozn3/fZCXnh6DSWuHqhAWfvAeW97+lJzERE6dOMERJzsy3TW4pBfheuYM4x97hK7aE4x7tB1zVnyEvb0TADt2GImMPGuTryBYdvipFb1ez+OPTeXgWV9Cxr3F6q8WNXSXhBBCiGYjJSqK81HboTMcfestxj/xBO7XX8fNP09gSqcxhIW2p7Agn1VxW3iy3RBUdkp+qsZ1N2/OYtOmbDZvzsblogns6v2pCNHoSJBAiEZmd/JxHn3zBVJy0/FycMNF5YDhRl9ae7YndsUWTIMDsPfUcSxVz9OPjyR44m3Ye+ooSNXz7IP/pb1SRb6HI7GOJkKm3Im9p46sVD0Hp6+lw64LaLs6sn/3NoYPGchpUwE+3QuZ966CjWs3M29ejiVfQWzsxYYeiqsiJTqa1O07LHsge9x1B559+9b6uiNHTuP7H24FHuXExmRGjZoOPFLr6wohhBCiOPeSa+9esGkSHV54AY29FqOpqNbXHTTIhQEDnJk37wKP3qCA83XQWSGaGAkSCNHIfL3iC0tQoCBVT8yXe2hzz40A2KlV2HvqALD31KF0d7ApFzqqyH/lDuw9ddh/vNWmrkinJf/lodh76shP1XPozR9pN+Vu2nnqyD2bTq/brsW1WzgjxvnxwZzFDfPkG4DXDTfg0fNayx7IXuEd6mS5QUJCAeB9qeTN6dMFtb6mEEIIIa4eJz8/ftRqydi7B4fOnTErsrmhQyTR0Tn07KkkMFByGInmSYIEQjQyFwsysfdsDVz6cp9TQEGqHntPHaZCo+X/C1L1FKXn2ZTtnOwtgQE7tdKmTqXT2gQNVK10lnLy5iMETSgOIMSk6hn6f3dw6mgcdi4ayC5k269/Ehoaaunjhg3nWPTaWPKTzmDn2ZpXFy7nzjvbXOWRatwCAjT8808yxYGCZAIC7Nm1q6F7JYQQQjRPY159gYT088Snx/GMwyk6+Aax5I15tbpmgouZJLWCrH5BOOk0BIR35of33kGj2ceqVa6o1Yo66r0QjYsECYRoZDw1LiRafbnv1KkjWVuTuJCbjpejO4ZNsWQY8/FydGf5Z58wecyLpGpMOJk0dOvQhexL53oPCuf8kj/wc9XhZeeAytndJmhgsgowmAxGmwDCoVMnaT/1Dkvb6wb2R6NRg7MaU1YBN3n781jWWTxdVaTmJ7P27ce4887fG3jkGpfIyBmYiqZy8OddhNzYmY8+WsiaNScaultCCCFEs3Q6/QLZd7UliLYYgNPrz9X6mvkF+eiGd0V3qZz37alaX1OIpkCCBEI0MsNHPcqS5e9bggKvvT6DAUE9Kmzf/Zv1AISEhKDX63l2yjjO55wm2MmD97f9i06nIzY2lpycHOZ/9C7rtx7lrhv9Wf3TNu575D+cyS+kMCfdJoCgtpqRYO+pw+ikIHjirZb6Pyd9z0VHLZnuGuxTCzkRs5/2/TqjyoNP348kJCTkqoxVY6bT6Vj1xTw2du1E+0Ufo9Ppqj5JCCGEEEKIBiZBAiEamd7eHYj6ZH2NztXpdKx8e3m5dU5OTnyy8EM0mn18srsHarWCPX/9i0azjwf6Psv5mT+R7+GINi0Xc0GB7VIFR9ugQYGrPZkTb8feU0fsii0E3Nfb0vbh0f+lVZYGRWY2hU4O/PzPVnx8fGo8HkIIIYQQDaEoJ6fSshDNlQQJhBCkOYdzcq8Trc5mkWgMoMfNbTg489dLOQkMYLDNhWDnaJ37wDaZot5UQFu7XPJDHdGl6bm5c19c3JxRZudg1Dnx447NLSJosPtiDH+fO8r25yPomraTW1IbukdCCCFE8zHm1RdISEsiPiOee398jLOxp2m73szB9DjaO/gS4BtU68do6x1A+o9nOZQRRzutD21bB9S+40I0ARIkEEKQnKwgybiAJGNx2T/zE6I2bgGKlzGcOnWKAUMHXspJUEinTr0rTKZYmFtI/tS7LbsoXJy0Bi+7IvKDHdGmZXBtaA98utxPQICGyMgZzXYafu9WYXTS+vP16a1Mce9NB88wYF9Dd0sIIUQ92bw5i02bsomK0hMebiQiQoWsvqs/p9MvkH23H0H4kQ34rbdj3bIvufnnCXzQaQxhoe0pLMiv1WM8+PRjnNXoObvhIIP7+dHVWYIEomWQIIEQFYiKMhAVZeTw4eNEROgIDzcQEaFu6G7VizZtlBw8WJqJPzDQ3qY+NDSUsycSiI2NBcDb25tnp4wjITUGwzEDJyZtQ+ulID8FVF6OtvkMXLXkTyxOgphzNp3M+b9QWLCZmOgiBg5MJSioFQkJBc0+aCCEEKJ5GzTIhQEDnNFo9rFihWS+bw46OfpzR0gIY19tw7fH5N9UtBwSJBCiAhERavr2VdGxYyZ//BHGmTNxDd2lejN79v/Q6T5jzZo07r/fg08+eYPk5OQK25fkPoiNjWXs2Hn88st9cK44wODv9WqFWy8mbz5C2Ot3W+pOvLaWE2fd0XrZERNdxI03nkeVvr/FLU0QQgjRsljPOoiI0AH5ZGSYLT9MDB7szKBBLg3dzRZpxIjJxMRkATk8/LCSLl28gfsbultCXFUSJBCihdLr9TzxxDQgjUmTNKxe/RZr1pxg9eripIaVBQms3XffaGJjV3D2bAHe3na8+ORSdu1bSUJqDP72rjh3CLdsy1h2q0Xc1LSfeKMlaBD72vd0drS3LE0Y1H0A4TfeZTPTQAghhLgSh/Vn2Hj0CAfT4nAoUgIK8pKM+Nu5o1NqURUU13X1CMZF40hWYW6F5d5eYfRuFVbrPlnPOij+IaIAg8FMx46ZTJniy6ZN2UyfnkREhA5PTyWpqUWWZQxubgrgLFFRetq2VQMKzp4tbHFLHALcW5PwYyIHM+Lp6hZEgIdvnVz35MksoqNHALB3L2i1kXVyXSGaEgkSCNFCjRw5jTVrBgPe/PZbMqNGTQceueLrDBrkxqhR7wNYliM8F7L8sqUJ53NOYzxx0XaWQZmtFk1u9palCfmpelIm/cCmqA2WmQaDB2fx5ZeT6uLpCyGEaCHCdf7cFhTIzT9P4ONOYwB48ugyXug0FJVCScCluiXXP4vKTonRVFRu+bH2g9mdEkPk8d8qDCik5+fSde5BPkxyxc6uOBhRVdvlMecIKHImzN4PgIEDnRk4sDSAoFYrMBjMNssY/P3boNHso7CweIvkkrp//jHy6qtnLTMUPD2VnDqVx549RgYNOsvgwc4EBzfYP0WdWjZ3CYUF+QzaNIm1g2ejsddiNBU1dLeEaBYkSCBEC5WQUEBxDgIAb06fLqiXx7HelvH8+fMMufdW0lUGHIxqWpm0trsmlAkaFLpqCLs00yD3bDpHFmwg4uG9aAvh92+/5bXX3m+0+Qz0ej2vjnwK0/GdvOUXw+IvVjd0l4QQQtRCr1bt6dWqfaUBhbwCI1+F/8GTPvejVit48uiyKtuObDeU349HseZiNF3nJjJj/yEUQNe5Z1kecw53bWlAYc3F4uR5/pT/TT8iQs3w4W1sAgzHj+fQsWMmb77pzKZN2WzenE2vXipCQ8/bzFBoSbMQhBCVkyCBEC1UQICGf/4pTVYYEGDPrl31+5g+Pj4c+Hu/pVw2aHBD596ctwoaqK2CBsmbj9Bhamk+g+43D0ZdpLbMMrjt/hQeefuhK54SuufiCXadP27ZqvDWiwp6utb+Z5bJo0fTe+cOblWpSD10kGnPjgZervV1hRBCXD0jRvwfcSmniXc0EDq1PUoHDQY/F275YADJF9Lxbu1OvKOBWz4YQFu1M69cezN0gaT587CzA+515ehbb+ET0Q/366+r8HECY1Jw2XOEXyIKGPa7HZ7X38Cf4f8yst1QHOxVloDCPZ73E1uYxPKYn+g696BNQGHNRT9c1A4o8o5YZihc2zoMZ5RA6QyFefMu8MUXOjp08LGZoVAyC6FsEKGk/MADWS0iT0K7di6YTJFER+fQs6eSdu28iY5u6F4JcXVJkECIFioycgZm8zTWrEmjTx81AQEv06+fmalTz1216YhlgwZ6vd6yNCHYyQM9DqVbLZbJZ6DSFdB+4i2WoMHRKetZ+HgMqeSx0azlr/U/VqsPvVq1p4tjoGWrwi6twjAZDLV+bjmJiXiqiv/EeqpUpO7ZzRzfqaREdseld0/k5xohhLj6pi+czfmcNOLzknjG4RQX4s8S2DGU+PQ47l7/MGdPJdA2NNBS3n/sX0Im30EQEL9yOwGP9QOgCEiZ+SOez1xL0KXy5ik/kOrpQvzeeJ5KzEXlqKFgpYqJbkGcXreaVu5OloDC+QQ9DtkhnHIycMPYB0jNT6FVmw6c/PECo+wu4vtdFExvR8zihTh5uJOTlg5d4OJnkXi7uhKAgq+6pHDHyiRAwZ9DlERsyELr6or2Ul2/9YdJ8DnBP3nnuGtRNhO+dse+lRdd5xaw5qIfQzyL6O7a3jI2JbMQygYR5s27wP/+p60wT0J55auRePHVUaNIi43FmBHP2MX78QgJ4c0PP6j1dSMjZ1mCJ6tWuRISEsLKlcVbGB/Wn+GXmCOWWR3tLhRQ8N13nI2KwjE8HOc77sArIqLWfagvJQkzW1rgR1w5CRII0ULpdDpWr34LjWYfn3/uSocOoTb1sbEXG6RPJUsTwHamQd75VJulCRpH26UJRc5K3P/XHZ9L9R2u7UdHn6EEBGi49tqhzP3wVUw6UOUqeO/Nr7jv/vr9ku7Yti2p8fHFAQKjEY/efQnf/Q+tHl2ExqF5bqUphBCN0esL3yTNmEN8ehwJKfkEjr+FIEIxANkL48i+qy1BtCUbyFx8HBerctGBvRVf2Gy2KRbZ25Fzrx9B+BG/cjv+lwIK2cCF/Xtxf2agJaBw4eWv0DoX4AScd4YcMsgscEMBHC3czkmVEt6I4w6VloKUHNp7D+TQ5/G8ZN+atLRdtGnTkUOfxzPONYjQUB1QiOcjj+LoqKW1ty9smUy7sc/TXedAyKEjbI1fwTiHIaTv+ofoLilEbMji3ImL/GJO5a5FF/n8D2fcfdqizWtn+QIcpEqwLHM4196P+4b2Zd68nMvyJJQtV5Z4sS4DCOnx8dwVH89dABnxbLCzq/U1q/L1h5+RasghPSOOTYd9OOLcimFvf8jJDz8keMECvMJqn9SyPpUkzCwNBEmAQJRPggRCiEbLeqbBYzfeSPzMn8j3cESblovSaLQJGigdNZaggcpRg8Ipn9MFm4mJLuLXnd/TaeYQS9txM+/jvvv3V/bQtTZ7+XJeHfkU+47vJMy/G2+9+x7R1/ep18cUQghxuSR9KoUPhBJEW+JXbq+/BzJXVmdbqXLR0u712y3lo2+spdO04i+Y8SuTCboUYAA4+PJXxGX/jpMdJBlOkksaBdmJONlBXPZRjm3Ow7i3J4/ZLyQtLaE4gJAZz2DXCSQnn8TFpS0nCy4w3HVNcUChC3g+8ig3dunMIH0eQ7dMZnjQCEzHjmBef5ivLgUR2gbnkZOWzlddUuj78UnsnHYzx/ckxxfeiNbDjfy0DOb4buX4whtp3T8Ct743AJUnXvzjjzC2bcu2WdZQ2a/ZZbeKDA83EBHRcIF269eSEfh7we/ce9O1ZNob0D36AL4dOrJi5dcN1j8h6ooECYRoZKKiDCxffvaqTtlrCt7/6Scmjx5N2qlT2Id3JnLRIu575D+WfAYOafmWoEHCl9GETby9dGvFd3+3mXVgVBfWe391Oh3zPolk6JbJjA96qlElVRRCCFE9Jn0BxmnrAMjLzePMtB/wpfgXa3OG3lIHoDDXPLO+opI6tbOWdtNKAwrH3lhrKZ9e/TfGmAvY558sJ4BwkoLcLE6dmg3ADpZz6NBB2KvgMfuFZGWdxdu7HYcy43nMfiEhIU589uk82DIZz0cepV2XzuTo82DLZDLGDOeYfS7/tktHd3MHrmvTia6OQYR/9CHtn/+BrH27OL5wAXN8t/LvuFBAUWFAIdDDjf+6ZeB2diuhPt4kzFTx/v/OQ8g1KP/TGXOEc2l+oe5hzBzQ3mqryLgaje/e1JPsS49l6/MRXJPyN7d4UCdbWSoKDYxKzgHUUKBng0tara8pRGMgQQIhGpnyMhOL4i/dS7780rK1YkhIiE0+gwfuGMKFSzMNjOYi260VcwtsZh2oM3Lrvb96vZ7RE18gPvkgk53O8sn8ZZY660CQZJQWQoirx06tImHh75i9tLR38MXZpMF5/VkOpsfR1T0YV4XWphzo1pquGhcOZsTTSa/EIddEdis7uroF4ZR/nhA3Hw5mxNPVLYgL8UerHVDAZLLtWA1v9SaDkY7T7rGUrQMIAIde/gofz4cByDdkoXSwR220Lw4oGNPIyY63zFA4tTuNDv1+oshs4lbFWgpT82nv/x8OZcYz+vwelEpX8r1MnP56E/POv4PGzYcscztc+o0gJy0RJw8/srRGZn65B3DE0c2Oj77Zb1P30Tf78Qux54HX7+Ffh0Mkd+uNk5MTJ3b8Qb+be6M+H8iJlR4ciPgDpw33ENL2OMf1ay0BhiNhHsT6ajmT9BMX3JWs9vMhTn+erm5BeAQFVThOPT3b0dOzHavitvBGqz50qCRAkBIVxYW/opjju5WUyO643n4H4FCtf4/dO47QznEQaJ3IMiTjovaG/JxyyyFtVSx59DrS9uzBo1cvWkVENOp8BqJlkSCBEM1I2Wl5LWkWwvwXJzDz1VfJPXuec2rbpQiqXANaq6UKndp0rPPHL5sMKD7zOdKGqgny7EdSqp4XZrzCQ5faWgeCSva8FkIIUT98dZ6kXfri397BF59OHThzuzsfdBqDSqEkICiQm3+ewI+3L7DZqrCkXFiQz6BNk/ja+W5Sd+7k2c4XeO5Iaxzc3MnLSC8tR+nIydZzODOesExw1BvJ8dZYAgpBrj4czown3DWI82dPcGHOb+Qa83FUaTGn5lYYYKhNQEFlNQshfuV2m2UMZQMKx95YS7BVwOGQ1TKHfK8sFA72OBntics+iSH/Ii5Hc9ECJGVhMh9Fe6EQLWA0H8XBTochyf+yOpKyiD+RyKpzjhzKTMMtYQ4eCjMmtZn4WdtRerrz+787GbIJ3pjehv7d7sCcmkmR0cC3bx3knLOJ0A5+JLiYCM1V4xrsh2rYtSwdPBuNvRajqeazOUo8++0KTl5MJKvXRVYl5BL2XRLwHAB2uR6kvhtLtus5HNNak5mazWw3ewBO5uZBew0q41kACrLTyHHOsFy3bHlv6kUenrUXpSEH/bqfcbCzww4HsFNSqLZnzPWPYD65l0L/cMLvG8yQsYNr/dyEqC4JEgjRjJQkpGmJsxCCBw/mk8HFN9CyWyt+Hfk1Xy5eTMZff9F26FBmffRRnT9+2WRAz72Vjb1nAFA8m+FCXkKdP6YQQoiqzRg/xRII+KDTGACePLqsirOKbd7yA3/H7yGwqIC3Mn9D092Lbrpgou4KxkXjSFZhLt3SHIm6K5jdm/eQmGhGb+yAoz0EOOeheqOHJaCQk5bO2C4XeO5Qa+b0n4Fj954M3TKZX2+axSujRpJ1+jQn88/TUa/E8dKMhbIBBa2dBlNanqVcUCbXwWUBhFp8DKgswHD45a9w8U22lJPSNPh4FJdP5Dqic1TjS/JldQBnUwsovBR80PuZsHOytwREjqQlEnp9T/KVZkJf70leYTIdA3VAcR4Cg6kIxdgbLAkgo+b+iS9ta/4ky5Gbl4dueFdKFgnunPUXsJSHH1YSHOzML7+s4OafJ/BxpzHc9eQDqF4eCIC2GkEY6/Lhl79C66sEXLiYq0bnWDoOiUkZfL77Swz6bJRph0mJ/hD3V3VgKsKAkVSjFgdVh+IZCWGebPw7slrPbcSIycTEZAE5PPywkm7dvImMnFWb4RLNlAQJhBDNTtmtFQ989x0ju3TB7OCAR48e5O3fj7aS/arrgiLb2WY2g4NechIIIURjt/tiDLtTYujmHsyK47/Qu0s4k2+6r1rnfpn7G6dPjAAgDVB2m88d7qUBhfT8XDI3mNh+VzgdU5JptfQd6AInl77D6Pvvx65jZ8bEr+DXm4q/tA3dMpklN83CSedAzqUEg8uCnrLsYDB0y2Ty5myrMIDgqNKiKKokm2ItAghKZy0qq1kHyjfWWsoOVjs7lK0DUFt9WY4vp23otFss5aNlzlW8sdamH4W52TV/EtWUldUaGMvevZBnXsKK47/QzT2Y75N34uHnW+PrWo9h2TEzvPwVOClQUzwbNCPNntYeWgAyjUYUKXnYp+dCXi5HD+7D3380mZlFuLoqCQ5W8+mn44DipRMXo6IsSxqO7j3LzgPPA7B3Lzg6Vi+4IFoeCRII0Yzo9XqeeGIakMbw4e589tkMS8K8nJwc/u//Xraps7d3atD+Xi26nj3R9exJiNXC/7qYkliZNSve5ZnXXmDr+e30dg5hxbvvy+4GQgjRyBzWn2Hj8SOlQQGvMJ7pdGedXNtL48x7Ec9ZygaDmbGvtuHpcT349Ox+PnLNhzMK5rj6E5ByBk3KTtzzc5kf+xrt0szQW8nJpe/g5FE8C4EukPrl55h69aL10DsA2PrbXwDlBhB+vWkWN902gKRZv5BvKiQvK5/j035Ao7JDa6fBnJ5vE2AwXswhbso6iswm7BQKUJjKfV7Alc1YuIJgxJVOhCgymWh76iIfB2+kT+uOXOMRWsUZVTsRc4zWtLGU1Yozlv93Umosr4/Y2Fh+zf+Uan+auIJxqCwIY1j9N5y8YJnJcTEpj1YXDxSHEy7CmZQj3H/NeoqKFJjJIwNHnIt88Ej0Iu68JFYU1SNBAiGasM2bs/j22zz27DEyaNBZduyYz7ZttwHefP99MkrlNL75ZiEAEye+xy+/3GtT9+WXbzVk95uVuE2bmDHxVW53Pscbw1oxa9EiPnnrPQZtmsTUNg8z/bn/kZSWhvPEl7ltyrP8knfEshd1V+cAQpDMhUIIUd+O5CRyLOes5ZfgcCf/OgsKXIlRQ65hFNdYyp9/fpyoKCPph1Xs73Wef3zOwJlzzHH1p3OAG54RbcjcYCLqTj/aXcjAbDULwb1P3wofZ9dfuzh06MhlMxSWBT1Fl0u7F5QXYFgW9BQjxjxuCSLkWgUYHFXay+MHCruKn2zZOkXF35bLznsoWzZm59skgLRLL+CRd6K449mPsVOr6+QHAGWy7WOo0irur1/rAEu+i/yj54mZvhZ7hQI7hYKitBzOzPgRk9mMnUKBMTWHhOk/YlaYUZgVmIsqDsJUtpumyWAkeGppAMFQdulHqj0+nsVf8U7mKkFrxmhMJz3rdwzKrGqMgBASJBCiSRs0yAU/Py0dO2YSHd2Gfv2KAO9Ltd4kJBRY2p49a6ywTtTe259+yo2pF/H0ciQ1K4u3P/2UBQP6A7B0+hsM2H8ATw8PUg8eYOOcD3j3mzV8Ff4H93jej4NG/hQLIUR9sZ4tcCznLOFO/rza7b+W3XLqSrt2LphMkURH59Czp5LAwOplxIfihLYREepLM9462NRt3pzFps+zcY1qz+k4I6cDz/G9mxOcUTDLpQi3k7/inpvLV2ci6Wh0pmuOvSWA0KZ/P3B1r9Hz2fXXLpsgQnBQsGWGwstvvkrc2kQOZ8UT7hJEG+dWOF0qa5IKuPDOX+S5KS6rC3cJwj7fXJpTIcdA7KyfsPN3JdwlCNLybHeByMgrc66KrARvS7Wbux5Udbtj0YA2/txp9dqYbTRxgaXl/pta57v4uNMYwkLbV/txHnhxBKe+OUiOoQDD6XRiF/yCg7sTjgoVlFkmUlnQoLJZB2XzJJx87XtuCC59jbZr533Z9YQACRII0eCsdyQo2Q5v+PDy69u2VQMKzp4ttOxe4OdX2jYgQMM//yRTHAxIJjPTRP/+xwkPN2JvrwBK6wID7a/m02z2chIT8VQV/0n1VKnISUy01BVeSLapK7hwoUH6KIQQLVG4zp+7Li03q+vAgLXIyFkYDGY0mn2sWlV3O9cMGuRi2amouP+hhIQUJ+ot+YxwNErPxXAj2wPPscHtomUZQ8dThzDmnLxsGUPql59zMjjYZhlDjqsr2Sgs5ZQ778Sxe08AjuWdZUvsCdqeukhkwEaefPl/dNL6M3TLZNbcNIuj+Wf4+9xR3P5cQ0DoXWQe9OZI13V0/2ssffy3c0FxCAc3D7wyXGjX+UZStW6YDb+RXRiKkykbg4MerwwXHPxS8VRi2QXCRwdeAUGWc8+1yiZDpSLHVIROpaJjSCic2FHuuL06ahRpsbEYM+IZu3g/bkGBcJ/bFY9/126h/L15bJ3+mwJ8+3bF+QBKAgj6wjwc7DTo1A5kfhxNrtlI/vkM28ZX0iWFmXCHY2Ro9YRrlbSWb4KiAvLSEKKBWe9IUN52eNb1hYU9AGx2Lzh+PMXSNjJyBmbzNNasSeP++z346KN5eHicYMUKVwoLn+eNNz611H3yyRtX9Xk2Jnq9njGTXyL+3H6e2DiahZPmVPvckkzXR4vSCTY40tW7AyEhITi2bUtqfDyeKhWpRiNOVtEbOw8PUs+ft9QZgOF3DyTeJZ+XU6OZNuJ/NvkShBBCiOqoLIAAJcsSz5C0x4hdRAb/+JzBlJDIYm8fWis9yHR1hjMKFnt7o1PaY1SDKcHMYm8frjl1CGXML7hn5LJ93/e0OmFmwD/p8Ntuful4iOVumbRyy+WlvdPwz3DF81g+A2LTSe2zGXO4hsALRbh0+oTrgnox6Kb5lj6VJNM7G5WJY3gB7e+4D6+ICAA2emwi5tetHB/XnWs+cCRs6I02W/99Hly8LOPwYRURETpuuVlL3rPFyy1Kkk6GOfjyffJOzpw4yvAzSdwFkBHPegDcqhxT96AgNpjNpO3Zg2N4OK0DgypsWzJLpeQxb3E107tVWPX+8SpREkAoCWpZf0awnoHgpLZHge1yDnMlQYOCQgMH02Nx6Qwn8mHLb7F8aZX0sHNnV5Yte6bW/RdNnwQJhGhCUndEczE6ijm+Wzm+8EacevXghYVrgAJLMsLVq99Co9nH6tU9bM51cnKyqVOrFRgMlU1ga76enTKO4z0VBA3uR0yqnnEzX4XbXKt17qCb7qN/wW3FuQbaj0StLp6R8fTw4Ty6cTvK3BwMWhVfPvSQ5ZxzBh8mnSuklSqLi0YXNB5peD/cjSBPHampehZs/ZU1jz5aL89VCCFEyzVokAvBwcVT5ENCugPlf/G0Plby/3Fxrdi0KZukzRdp00vF9Y/7M2ilS6375BURgVdEBPaXHsfLqh9Dxg5m4LMD+frnCTzz4xuo7JQ259ouywCTwcBPl+p6twqjd6swhth3Lu6/+rMa9W/uRx8VX7djRzp/8gkBwe1Z8Mk+APR793L0u+9I27MHRWgogT17ctewYZbHDGlV/wH/sjMQxrz6AqfXn7OUWzt4oPn2FFqtAwXHk4l5Yx0azKhUalSO9qjeKF2akP3yV2jVW3FyAyOw+1AmDz2UDoBWq6VdOxfZIrGFkiCBEE2I5/U34N67D+EffUj753/g0Sde47ff7kWSEV6Z8zlp2HsGAGDvqeNCXjxQvSBBRWZ8sZV/U5cD3pCXzIwvNvHFrUMASE62I8m4gCRjcVsf+6ew99RZHv9iwbkKriqEEKI5sN6f/qabnAgLa/xfvkpmKcTGFucwCgmpfYCgKpdtQekVVie/zNcVXc+eBN1zT3EAYeZMFKqG/yq1bO4Sm3LZIFBJwOOOY4fodNM1Nm1VLlravX67pXzite/IPXQIgFxgxzE90Lhfp6J+NPwrWwhRY8XJB0uTER48mMvUqefo18+JqVPPcfPNzg3ZvUbLx9GdY6l67D11FKTqCXBw53Qtr1n238I6MWSbNnYcPFiaD0JbqKDA6vH97WsXoBBCCFH/rHMEleQFKpnqX5WTJ7OIjh4BQHQ02NnJ/vTlKZkNUBfcg4JYbzJxMCOerm5BxTkJqqFkOYRDly5c+PRTnIbeARTPxlg4eTLGlBTS0tJwHDkSnb8/761eXSf9vRoKy0wgLTuftNBgxKVz6U4J8edz6N+/eBvP1q0VzJ//Yv12UDQaEiQQogkrm6iwa1dH5s5ta6lvqcsJqvL+rMWMmfwSW85t56Y23Xlr6lyG7a5+XoLyOLcuxDoxpLOPwVI3e/ZonBy/5ODPuwi5sTNvzHifd1YuZ1vydnrpQpg+bnKtHlsIIUT9s84RVJIXSDRecz/6iMKCfAZtmsTSwbMBGLRpUpXnlV0O4ekfDFxabpCYyLBz58DDA5KSWBB/jv79nyM/Px+ALl28G9UMkZKAh0fv3hxfvJibOnQjef058vPzAFAYbT8nlt0pwe6170nbvRuA846ZwItXq+uigUmQQIgmLDJyBtnZL/PbbwUtPhnhldDpdEQu/oCbf55A5O0LKMgtrPU1165axGOPv86mgye4IaQNa75caKlzcnJi1Rfz2Ni1E+0XfYzGQc3yeUsZumUyb17am1oIIYQQTUtujok920dYyvn5KxqwN5crCXiUKJm/UrIk4aHHHyJ5zm+lJxhNlv89vfpvFI5Ky8yC+PN6HnpoDlpt8WeWdu1cmDr1yfp9AqLB2FXdpHnKycnh888/57nnnqNv377Y29ujUCiYO3dutc7fs2cPjzzyCG3btsXe3h4fHx9uvvlmIiPLnz6Wn5/PtGnTCAsLQ6vV0qZNG0aOHEmi1TZpQpQnJSqK4wsXMMd3KscXLiD179KtfnQ6HUuWTACeY/Xqt9DpdA3XUYFDm2zcul9A2yaz0naH9WeIjN1I21MXWZe+m8P6M1eph0I0L3IvF01Fu3Yu3HBDJLCUG26IpF27+l/f39ylREVxfPFiy6/kKVFRDd2lJmfXX7s4HnXY8p+3h6elzmQwEjz1HlRvFP+X76wiJjeJA2lxHEiL49cdvzdgz0V9a7EzCU6cOMFjjz1Wo3OXLl3Kiy++CMC1117LgAEDuHDhAv/++y9ffvklI0aMsGmfn5/PoEGDiI6OxtfXl3vuuYf4+HgiIyPZsGEDO3bsIDQ0tLZPSTRTXhERuPQoTVZYXXq9nieemAak8cILGhYsGFt/nRQ8O2UcJ3orCPLsR1Kqnv+bMIrbx/4fbU9d5Af3XdzoVDqlL1znzxCf6wm8bxztf5yMxkHdgD0XoumSe7loKiIjZ2EwmNFo9rFlSw9ZqlAHyv5KXtaYV18gIS2J+Ix47v3xMfxcveFGTa0eU+fnxwZ7e8v2iHk56Tb1bm7KCs5sGgb06UfMt6cAyI9PtalTOtvTZVppvohjrx3moYeKl2qW7IQgMwuajxoHCU6frm2ar1IBAQF1dq3qcnZ25sknn6Rv37706dOHNWvWMGtW1WuIfv75Z55//nmCg4P58ccfCQ8Pt9QZDAYOHz582TmzZ88mOjqa66+/no0bN1p+7V20aBHjx49n5MiRbN26te6enGjUykt8NGBA3ScYHDlyGmvWDAa8+e23ZOzs3mPdumV1/jiiWNkdEwqMaYwOuw2/u1+i8y9T8PMIYuOltjk5OTz834kcPOtLyLi3WPDW8w3XcSGaMLmXCyEqcjr9Atl3+xGEH9lA4o+JgF+trjl+1iyC/P0t2yNOnLQUjwuRlpwE7dp5V3GFxm3Z3CWWpQhDn/yPTZ2iTFxLSZHNTgh7YnNAggTNRo2DBEFBQSjKvlpqQKFQYDQaa32dKxUaGsqKFaXrhtatW1flOUVFRfzvf/9DoVDw/fff23yoAFCr1VxzzTU2xwwGA++++y4A7733ns108HHjxvHZZ5+xbds29uzZQ69evWrxjERTUTbxUcY/0RxfGMUc362kRHbHpXdP8A+2tNfr9Tz+2FQOnvWl639fYfkHr1vqNm/O4ttv8+ndW8nUqedsMi2XzbZ/9qzt+6wkWNG7t5LFi/N54IGsamdpFpcru2NCsJOHpU6/bx8nvl/L4byOuH/+GTO2nWLTjhHAo5zYmIzdxPf4+ecPGq7zQjRRci8XQjSk+fNfJCQk5LJtB5uDQdfeyOn1pVs0l01yWHYnhNMX8q5a30T9q9VyA29vbzp27Fjj848dO0ZycnLVDRuJjRs3Eh8fz5AhQ+jevXu1ztm+fTsZGRmEhobSo0ePy+qHDRvGgQMHWL9+vXywaKEcundn2sLvOJiWyZZ9KSx4pINN/ciR0/j+h1uBRznxQwI7dz6IY2pxwOCzlW8SHFy8LU9ISFub88rufNC2re3bvSH2P27O3p+1mNGvvcS289vp5RzK++98ZKnT9ehBwH8epOtrt3BshCsXfplDZQEcIUT9kXu5EKKm9Hv3cvy77/Do3ZsLn36KrmdPaEaBAWvL5i6xKXfsGopxWmkgVumgQfVG6U4Iptd+sCw/aGy7PIgrV6sgwW233cYnn3xS4/NHjBjBypUra9OFq2rz5s0ADB48mMzMTFatWsXBgwfRaDT06dOHYcOGYW9vb3PO/v37AejZs2e51yw5XtJONE9llxjcfHPp8gKbIMDGZEyj32TR3b2Y47uV4wtv5OShi5R+odzA2XMvA96c+CEZ5chpzJ37v3IfMzJyBmbzNNasSePWW+2ZN6/8di2dXq9nylOjMR3fyVt+MSz9+iscy7yPq0On07HirWUM2fQKs9o9g06nw2QwlNu2bVslBw6UBnBatzbz4IPjSUgoICBAQ2TkDElCKUQ9kXu5EC1DgHtrEn5M5GBGPF3dgvBz9eZoLa+p69mTkGHDgNIdAlqKQV36oj9zhtzDh/Ho1YszKSds6u0wW5YfRJ9KByRI0JQ1aOJCs7lp7eFeskYxNzeXzp07c+7cOZv6qVOnsmHDBjp37mw5VpK7wc+v/DVQJcfrMseDaHzKLjGwVnZZwLksLdP+SeJgWia7/jlHYAdX9h0t+UJp27b43PLpdDpWr34LjWYfS5a4SpKkCrz+zBh679zBrSoVqYcOMnn0aBZ/+ukVX2f3xRh2Xogh87AX69x3kncReroWLxs5kpvIrzExdJ17kDUX/Rj+8q2kHBmPIjkFg6c7Z892Zdfh7Wi97IiJLmLw4Cx27Ghc2ygJ0VzIvVzUlVtvfYUjRzLJzCzC1VWJj48TgwaNp18/J15+ORezGTIzj9dr/iFRsWVzl1BYkM+gTZNYO3g2AIM2TWrgXjVdo++/H/3evZjbtsWjVy+2rrdaalBmu8QzKbL0oKmrcZBg3759eHh4VN2wEjNnzuSll16q1TWupvT04gymM2fOJDAwkN9//52+ffsSFxfH+PHj+f3337nzzjs5fPgwDg7FU8D1ej0Ajo6O5V7TycnJpl1Vyq6dLHHq1CkCAgJITU29rK7ssSst15WaXLc651TWpqK66o5TcboMJbGxsWRlpV1Rv8oyGIqDYtaR59jYWFQumUDpr8rnkk9y+PBUipcXJDN48LfcOuR7YrceIcMZVBkTaKXK4qLRGVfX4Er7UvKYaWlpqFS2fSgJGtR2jCoqN/bXkdFcBMCFEyf4UlNEprsGl/QiWsXEEBcXB0BcXBwKleqyaxgMxcGZtNQ0VOriTMlHo8wcjArG7m9fjh8x43+LGfdri6/TOs+BEK0fX4X/wQDFQJYvmM7/zHo8fZ1JNeYzIWsb7Wffa8lncHLaz7X+haIpvt8qKjf219KVtGkKY2QwGFCrm++OG43hXg71fz+X903V5drey9PS0klMHANAdjb4+Czj6acLePppNampWRiNcMMNBlasUKFWFxAbm2I5t2zgvrp9qYtxqmrcmtPnwpL7dVx8nOVYWmraZffYysak7Gep8s5pymNU3bqCwEDUgYF4ehZvk9ju5F7iv9hLgdlATtwFOr1euvTA+Np39HVti7moCJR24OLM11t/aRHj1Fj+dtf2Xl7jIEF11/FVxt/fH39//xqdO2zYMA5dmtJSXStXrqRv3741ejwoTnYExTMg1q9fT6dOnQDo1q0bGzZsoF27dsTFxfHll1/y1FNPWdoCFSZ5bGqzKUTd+2DRK7z88jtEx52nd1sPzp8PJT2ldLbAhQsKvl41nhN33863YR0YeOQwnioVqcZktqgdGrTvzcEBcw7OU27H3lNHVqqe+IXbeeutPG4H3norjxv6a4mIqPqPbESEmogINampuQB4eqoxV5CU1ZCSguelTxqeKhX2Lk7YexYvL7D31GHvoWXs2PmcPWukbVsl8+aNtXwJEaI5kXu5EEI0Te+8OtvyhfY/ox6yqSs0GFG2K/2MmpCcfVX7JmqvQZcb1EZ8fDzHjx+/onNyc3Nr9ZjOzsXTxK677jrLh4oS9vb2PPzww8yfP58tW7ZYPliUnJOTk1Npn6q7/ri8bZmg9BeJkuheedlVyx670nJdqcl1q3NOZW0qqqtqnIqjx5mEhIRw5ozisvoreS7F19pndU7x/6vVCr5f8w5Dt0zm3aCneOWVJRw7VjqzoEMHV4KDgzkBqPV6my+XKr2+0n/zksf08PBArVbg7x9s87hVjUVFx6/ktdMYX0cpUVGcj9oOncHD2xU7qy/ogb078PbbndjYFd5+uxP2jprLrlFYkA8nwMPTA7XavsIxMhkMHKH4fdkmMAROgruHO45t2pB6KVCQajRiyiygwGpnhILUHHZc+BOtlx2n9xfx9NNFNV5+0JTeb1WVG+NrqaZtGvMYXc1ZBC31Xg5X734u75uqyzW9l+fn275X8vPVFX6GUKsVNudWtASwun2pi3Gqatyaw+fCkvt1cNClXaMu3buv5LVU8tmp5LOUvN8uP+7i6W5TVrpoUVnNLFBMXifjVM6x+nwt1fZe3mSDBLt3777qjxkUFARAYGBgpfXWOzYEBBTvm56YmFjuOSXHS9oJMW/eWBy0n3Dw5110vb0P77wzkZdHPE5SWhoXzGZSi4osXy6dKlgfKyrnFRGBa+9esGkSQSGdOGG9daGLV70//ouzZrH8zdkkbfwVl4j+fDn+JV547UXSVQYcjGpQ2NF+9o2WPp2a9nO990mIhiD3ctHYlE00bL21cFm9e7vj5hZpKbdr515uOyGau85du3Hqm4PoC/NwsNNAme0Si0wGrnFrg1kBChMUOek4eC6mgXorqqPOggTVjXZoNBo8PT255pprePjhh4mIiKirLtS7Hj16EBkZSVpaWrn1JVNurH9JKFmWsXfv3nLPKTnerVu3uuyqaMKcnJxY9cU8NnbtxJAv5vHKqBH0+jsaTw8PzhYW8olag3daGr5DhjLnww+b1DaijdG7b8znudcnsi15O710Ibz/bv0nDHRycuKtyM/Y2LUT7ectQOOg5sDfpVnR/Xq1syw/UDlqMDhC2xt642i0468ff8THx6fe+yhEcyX3clGZsomGrX/xHzFiMjExWUAON93kRFiYC3/99W61rlsSfOjXz4mpU89VGnwQ1fljYbEAAJWLSURBVHMlAR1Rv759uzhYVpLrYcCwW23qCwxGHEJLlx8kXix/VpZoPOosSBAfH39F7Xfs2MEHH3zAmDFjWLp0aV11o17dddddvPDCC+zatYucnJzL1ghv2bIFsN0iKSIiAldXV06dOsW+ffsu21/5u+++A+DOO++s386LJisnMdGyxKCtRkP7Nm25VwFDIj/D3lEjQYJa0ul0LJ+3lKFbJvNmUPHU4pKZG7+NeIy5H6+46tsROhcpLcsPEr6Mpv3E2y2zCvoMuYMzB/Zc1f4I0ZzIvVxU5oV77iHteAy3O2cysqsrHh3CWLKueG/4kyeziI4eAUB0NNjZRVZ2KRuDBrnIF9g6VllARzSsu4bcTsL6sxxMj6O9gy8qR3tUb5QuPzBNXsv7t0+F2H8h5Bra3T6AIWMHN1yHxWXs6upCJpOJ559/Hnd3d15//XUOHjxIZmYmmZmZHDx4kNdffx0PDw+ee+45zpw5w+rVq/Hz82PZsmV88cUXddWNehUUFMRDDz1EamoqL730EkarpGQff/wxmzdvRqvV8vjjj1uOazQaxo4dC8DYsWNt1jMuWrSIAwcO0K9fP/r06XP1nohoUhzbtiX10mst1WjEsU3bap23eXMWU6eeo18/JxYvzicqylCf3Ww2Jo8eTa+/o3ncw4Pef+9g8ujRtb5mTk4OT708hvjPtjNp/usVrmsu8eevW8lftpPzc3+lIDHDJqmhQZVV6/4I0ZLJvbzliYoy8OqrZ+nf/zjz5+fZ3A93fr6L92+fyvsd7+L926dy/uRZHjQU8oyXAw8aCjl/Lttybnx8YQM+CyGajidf/h93v/goQ0Y/wJBnHkBjsv3KaTabWHg+lmmFhSw8H8vS6HUN1FNRkTqbSfDuu+/y4YcfsmvXLrp06WJTFx4eTnh4OMOGDaNPnz6EhITwwgsv0LlzZ3r27MnHH3/Mf//737rqSrXdd999JCUlAaXrCd9//33Wrl0LgK+vLz/88IPNOUuXLmXv3r189NFH/P777/To0YP4+Hj27t2LUqlk+fLll+3YMGXKFH7//Xeio6Np3749/fv3JyEhgZ07d+Lp6UlkZPUj0aLp0+v1jBo1HUhj+HB3PvtsBgqUFbafvXw5rz05iqSNv+I7ZCjT332P6Our/iBq/atFbbfTa0msZ254qlTkVLAGuSopUVFcjIrCoUsXXnv5WVIe60qQZz+SUvVMXzKXVe9U/L738fGxLD/wC25jk9RQlZ7Dgw+OJyGhgIAADZGRM676TAchGhO5l4uqRESoGT68DRrNPlascLX5xXn7sbUUFqSQcWEPbm3zOJ0UD+6ulvqU5DN8MbP43Btu0FDDW4IQLUrvVmH0bhXGEPvOALxjZ/uV02g2oz0aixYgKYv4C7L8oLGpsyDBBx98wMCBAy8LEFjr0qULAwcO5MMPP+SFF16ga9eu9O7dm/3791d4Tn3at28fCQkJNsfOnDnDmTNngPKTGnl6erJr1y7efPNN1qxZw4YNG3B2dubuu+9m4sSJ3HDDDZedo9Vq+fPPP5kzZw6rVq1i7dq1uLu78/jjjzNz5swabwMpmqZRo6azZs1gwJvvv09GqZxG5CdvVthep9NZ1q8Pifzs6nW0hXJs25bU+PhaJ4f0iojAKyIC+9hY9NOet5kNcLHgXLWvMzCgPfEzfyLfwxFtWi4u2So2RW1A62VHTHQRDz+cw48/flijPgrRHMi9vGWIijKwfPlZy/pzT08lp07lsWePkUGDztZ4Pbo+MZFh586BhwfEx3HQYLt1ba6+dPZAu3YuQCTR0TnccIPTpbIQoiq3du9J3Ac7OeVoIDDLjqKcAlw6ly6XTbyY34C9E+WpsyBBXFxcpQGCEjqdjri4OEs5KCiIffv21VU3rsiV5lEo4eLiwvz585k/f361z3FwcGDGjBnMmDGjRo8pmo/YIxcp3t4QwJuThy42ZHdaJL1ez2tPPYXp6E7GfXGWqW+X5kUpO3Njzoe1/wLuqXEh0Wo2gL+9a9UnXfL+Tz8xefRochITcbrWj1Xbt9B+RunOBzte/6nW/ROiKZN7ectgPRugZP358eM5dOyYSXR0mxqvR4+LOwv2pedmFpl59Zy3paz0KP2Fc8WK4oC+RrOPLVt6VPqYr7zyNnFxeUCRJclhZOSsGvVRiKYuMnI1RlMRN/88gY87jWHg/UNtchSYp8hyg8amzoIErVq1YuvWreUmASqh1+vZsmULXl6lW4ylp6fj7i5bxoiWI7iTJ/uOJlMcKEimXZdWDd2lFmfy6NH02rGDISoVqTv+Zubzz8FjbYDLZ27YO2pq/XhvvPgac5e/w7bz2+nlHMr0lyZV+1ydTseSL7+0lNdY7Xxg76nDvpW21v0TQoiWqiDfBPalS/7UCicO5r1nKfcLqdkykoSEPPbuHQNceZJDUffGTnmZxMxk4jPiGaM9SYc2wSybu6Shu9Vi7L4Yw+6UGMIcfPk+eSeUia8VFZnwDL0dtVFJiJ+O6KjVDdNRYVFnQYIHH3yQRYsWMXToUBYtWnRZ8p5du3Yxfvx4Ll68yEsvvQSA2Wzm4MGDhIWF1VU3hGj0Vqx4A8yvc/DnXXS9vQ+PPTaBGTOToD8sfbeAiH5KHry/tP3mzVn8/ls6NwDTpydx402y/ry2yuYdyE06C7Sp1rnWsxDmBcTw0uw5VZ7j5OTEireWMWTTK8xq9wwOmpr/6XUowiZHgdaI5CgQQohKvPLK2yQlmYEc7r0hCk+y8HdUgVZLRn42r+aUfg7VqxK54QZZUtDcJGYmk323H0H4YQBOr6/+sj9Re2VzFHzu4WZTr0CBz7l0APTGhLKniwZQZ0GCN954g7/++ouoqCiuu+46/Pz88Pf3R6FQcPr0aRITEzGbzfTu3Zvp06cDcODAAVxcXBg+fHhddUOIRk+n07Hqi3nFv1R/MQ+DqZDfvhiH6dedFAbEEBY29bIt+G4e0Iaf1sCsWW0wGMxsbOgn0cSVzTvg6Fu9HSOgzCyEAwdZMmUKK9ZdvWlyf/26nSH33kq6yoCDUY2rqq9NjoLBg7PYsWPFVeuPEEI0dgkJeezeXfyrvl3uUSa2uZR3wGTilMaJXemlMweu7fYOW7a8Y1lS8PTTU7jppueBHG66qSRocP/lDyKEqLa+AWGWHAU5B8/i4qix5Cg4nZzL0zNeIcUtC68MF3q16cHop/6vgXvc8tRZkMDJyYlt27axYMECli9fbpM0CKBNmzaMHj2aCRMmoNUWT4/t3r07R48erasuCNFolEyrOpgWR1ePYHp7hdHdtX25bct+6Rz34IOMAjw9PEi9tAXf4k8/BeCPP7LYvFlvmVVwy63uBAdXr09RUQYOHy7eEnHq1HM1TvLUHMxevpzXnnqKvUd30rPT9Ux9+12G7a56RgBcPguh4MKF+uzqZax3PgDwDvKj/ezbLTMLTk37+ar2Rwgh6sPmzVls2pRNVJSe8HAjEREq6uM3Ja2jihs6lc4cCAuzDRqfPJlFdPQIoHjZAFRv2UBgoAMm0zL27i2SGQlClGGdoyBuyjr8rfMTTPqBQ7/mcigzkS6uQRg6HGL0Uw3Y2RaqzoIEAPb29kyZMoUpU6Zw5swZzp0rnsrj6+tLQEBAXT6UEI1a71ZhXOMRys0/T2DJ9c+islNiMJjLbVv2S6d9VhaeLi6WsvUWfAMHujBwoItlVoGdWk1sbPUSH0ZEqHn00er/Yt6c6XQ6Fn72KYM2TWLh4NkV/tuUp+wsBPvWra/48Xd+vov0nZGg7szJ5z/GZ0AvQqaFXPF1ADSeWpscBRpPyVEghGj6Bg1yYcAA53K3LazK6wvfJN2YC0B+fh5nUvbRWXsIAEfFSaD0C3twcFtW/FE6c2DbtmymTi0NqGdkFNWo//Pnv4jBYKZjx8wqkxyK+ufn6k3ij4kczIinvdaHgDbV/IVF1IuSH9O6uQcTq7D9DGYyF5G5bw/+QCap7Dih59VXn7XsbNKSf+S6muo0SGDN399ftgMSLVZKVBTno7ZDZzj61lv4RPTDre/lW2rB5V86CxwdSTUaa70Fn6iZ3Rdj+PvcUbY/H0HCyV+4rk0nercqXa9qPQuhQ2A3Xnqz4u0rK3Lto30ImfYQALGxsbXqb9kcBcb0PK69diyengbmzRtbq2sLIURTdCozCdXwTpay6sBB5iqLpzJ/lV7E7AspBLm7glaLs9Y2sDpokIvNF5CoKCWi6Vv65lsADNo0iWXtR9GhQ6cqzhD1qSRHAcAWj09t6goNxsu2R5w503ZnE1H/6iVI8O+//7Jr1y4uXrxIeHg4d999NwAFBQUUFBTg4iLRH9G8eUVE4Nq7F2yaRIcXXqDQYOT//u9lII3hw91ZvmyKpe2kRYsYfM8Q0hW5OBuceP+t9/j+g+WWLfjGPfEExxcvxqN3b44vXoznddc13BNrAXq3CqOT1p+vT29lRMgQnHQONvXWsxAmth+FWm3fQD0tZp2jIDMxC4PBgdMFm4nZX8Rjj+Wwb98XDdo/IYSoD7svxrDx4k66zk1kecw5rm1d+qUjLe403pR+CbTDTEk69eHu7rxt8iHR7xPCw424uSlsZg6U/ZWyXTsXTCbbRIbFyw5EUzbm1Rc4nV66XNBd5ciM8VMqOUPUF+v8BKG5apSO9jbbI5omr2XuF1O5a9FF5n7RihuCezHopvsasMctQ50GCY4ePcqIESPYtWuX5djjjz9uCRJ88sknjB07lp9++omhQ4fW5UML0ahs3pzFxo0XoT9Mff0cf/+9hG3bbgO8+f77ZGKz/0eHS79U/7bsKxyevQ63S78EL/1yBavKbsE3eDBQPEPhYlSUJWDQKiICfH0b9smKKh3Wn+GXk0fIPOzFOveddHUOIISaLS8oyzpHQXF+goGWWQVxkp9ACNFMvTfhM/YfuEB8/nne//wMH9ptxtX1GcLDjRQYjDZtzWYTYGcp+7jmsmp7jmUZQ0hIxUvxIiNnYTCYLcsRAFau3Fcvz0lcmREjJhMTk0VJUsmwMBciI2dV69zT6RfIuqt0V6P8b0/VUy9FVazzE/x++wJCenco08LMLx9lcCgzkYuuKmI77JYgwVVQZ0GChIQEBgwYQGpqKvfeey8RERFMmDDBps3w4cN56aWXWLNmjQQJRKOXk5PDhAnvAQUMH+7O9OkjcHJyKretdYKlkvVSr0/1ZegWeH2qL/37ZgDel1p7Yz6j5mxoK0aEDOFH4+c2a8ovFlS8LY9XRAReERE2x7JrOV1d1L9wnT9D/YMZ+2obvj12ZWtrr0TZ/AT2kp9ACNFM/bFnMxlFrVAApw1b0boUkZB2AnWukvysHIzTSnedUWQWsD40jKgoPb16KnHx84P9FV9bNA1lk0ra2VUvqaRoXKzzE6w4/gtaV9ttnE12anbsGAnADkCplH/nq6FOt0BMS0vjs88+49FHHwW4LEjg7u5O586d2bFjR109rBD1ZuLE9/jtt3sp+fU/L+89li59pdy21gmWStZL5ejzLPUe7ezhaDLFgYIEyNmJaXIhr3Q4i6eXM6es1pT727tejacnmqGy+QnsC008+OB4EhIKCAjQEBk5A51OV/WFhBCikTM5FdFtcvHygviVyQQ91g8AA+B8IoZJyYWWtt/5tee9Xzai0ezj+0+K77EffJN51fsshLicdX4CgF/8f+bEu6fIdk3COdMXU2oBnbX/s9QnHsiif//jksSwntVZkOC3336jR48elgBBRQIDA9m6dWtdPawQ9ebsWSPWv/4Xl2tm7apFPPbYFDYdOkXHwlP8z5yPp15F6s6/2XnttYTtdmbr+e30dg5h+kuT66T/omLWiSWPL1mCa6++Dd2lOmGdn0Cdr0BruoZNURvQetkRE13E4MFZ7NixoqG7KYQQ9cpkp+AbjQajXg9aLUX59pa8A4sX53PddfWWt1s0EQHurTm9vnTmprvOswF7I6ytW/k+hQX5DNo0ic2DZxMaFmqTyDA9OQf3/yzGya0VKHsBsvSgPtTZX8nU1FT69etXZTuFQkF+fn5dPawQ9aZtWyUHDpT8+p9M27a2b5eoKAPLl58lKkrP7e2O0017gDm+Ozi+8EZa94/AsXtPS1udTsfnK+cwdMtk2s/LwPNcAVC8xaHhwgU++XwlgzZNYm4jSITXEnhFROB+/XXw8wQ6vfwyBbmFsGV9Q3er1qzzE8TGxnLtwAG0n327ZWbBKclRIIRoJrQOle868PnRo0DpDjIleQeGDXued9/NA4p4+GElwcEOfPfdOxVep2Q5YUliw5tvdq6bJyBqrbykktW1bO4Sm3JtdxoSdafsDzkKD61NIkPV6z+S3t6RcTdNviy5tKg7dRYkaNWqFXFxcVW2O3r0KG3byl7tovGbN28sJtN7/PZbAfff78G0af+zqY+IUDN8ePGWLG9924FdyWb+7RiD7uYOXNfGi4o211F5ebEgKZZ8D0e0abmEt25d/09GtEj2HrY5CjSSo0AI0Uzc0vdajn1zkpP55yk4ep4z037A91JyQgeDXYXnJSTksXfvGAD27gU7u2WVPo71lohlAwYy1blhlU0qWVm+nynPPktGfALGjHhmaXfSpnNn5n700VXsraiuhA5e7PYIp1uaI1F3BaNZq7GpN5nM7J8Yw2DXCXTo4FrtZJXiytRZkODGG2/kq6++IioqiogyidVKbNiwgePHj/PMM8/U1cMKUW+cnJxYsmQCHTtmsnp1D86cqTgI1tMzjC66AJtt86xzElg7qXAgf+od2HvqyE/Vc/InmVkj6oe9wWSTo8ChqKF7JIQQdWPZ3CUcPhbDMyc/oOPiA9wdX3qP/q6NT708pnXAoCpRUQaioowSUGgkMuITuCs+nrsAOM8GR8cG7pGoSNkcBe86TLOpzzfqyD4yQ5IY1rM6CxK89tprrFmzhrvuuosFCxZYtj0E0Ov1rF27lpdeeglHR0fGjx9fVw8rRJNj55qHvWfx7AF7Tx0K1zSb+qgoA0cOJnEDMH16Erfc6i4fLESNrFqxmlEvPE26yoCDUc2ald/T/tpryVUW4Wi0468ff8THp34+TAshRG1Yb2/38MNKUs4epZXWm0B1Jte2dyWkjZLnbmwHEZB3NrGhu3uZiAg1ERFqQkLqZrtbIVqqdm2vtSQyzD5wDpWDFp8uDwNwPD6H9293w3xyL4X+4YTfN5ghYwc3cI+bhzoLEnTp0oUvv/ySxx9/nKeffpqnn34ahULBypUr+eyzzwDQarV88cUXhIaG1tXDCtEo6fV6Rk98gfjkg4z65X8sn/cOCorXT3o7uHHS6tfdYCcPm3MjItQ8MrwNP62BWbPaYKdWN8RTEM2Al5eXJUcBgG+3a/Af3xefS6+9HkOGknTg34broBBCVMB6e7u9e8HJaTJnLkwBICEB8gr+yzxjDHbr0jmWVcBilQbPbD0OnTvj7OdX4XUDAx0wmZaxd28RPXsqCQyUNc1CNGYrRj/C+ajtPNv5ArGTfyBkZukP0bFT1mGa25vtfybQtWcXPDoFNmBPm5c6Te96//3306tXL95++21+//134uPjKSoqws/Pj1tuuYXx48fTrl27unxIIa6akqmDhw8fJzzcSESEiuHDy2/77JRxnOirJMizHydT9Yx65TnsFHbEJx/Ex70DIX8XEXXxX2706cr7c5aUfxEh6poqxyZHAaqcBu6QEELUjFtRPmNSCwA1OKiZmVpAbG5PXE87EaypOCfB/PkvYjCY6dgxk1WrXCtdxy6aD7egQNYDBzPiaa/1oU1QUEN3SVSTdbJppdI2YanSTsGIkCF8fXorU9x708VqmYKonTrfAyYoKIi33367ri8rRIOLiFDTt6+Kjh0zWbHClZiCRJbHnKDr3IMsjzlHd5cgS9vzOWnYewYAxV/Govf/RuunIwjy7EdCqp6QvwsIerwfnwyejcZeS2GB5CUQ9U+ZnmuTo0CZntvQXRJCiGpRu+zHJ/hhS/l0ejZQuhQvp8CfBMMCSIT4rHH4+48mM7MIJycz7ds7sG3b0gbotWgs3nz/fQAGbZrE5Paj6NChovTSojFzcLh8B7DBQyZwKDOex+wX0r27jyQyrCOyUawQNRQYk0LAyVN81SWFfusP497HyVLn4+jOMasvY4Vmo80vuPuO/YP3HQMbquvCil6vZ+QT0/j30CnGBS3i++/ftiwNqStRUQYOHy7dozsiQkVDLFPt4x9A6syfLDtr9PUPuPqdEEKIS0p2C4iK0ltm6JX8bXT3NxPSYxHn03LwcrWn0KwhdPbtlnPjJq8BffnXLSpyIDFxNADZ2eDnV/kOBkKIxmv3xRh2p8TQzT2YTUYz52b/QkFRIY4qLQXJ2WSm7sEfKCCVHWf+4dVXnyUqSk9EhE4ShtbC/7d333FV1u0Dxz8HDod12EMQZQoOHInkwtVDmi3Np/GUlavUhg01K7dpzl+atmyYlJVmZZo7zVEKjhy5UlEUREG24GGP8/sDOXIUZHjgMK7368Wr7n3dX2/4nnPd3yFJAiGqSR0URJP+D8PuybQY83rxyt0bAFgwcRY9Hh1AqiIHR605tjkF+m9wU6WZd13x4gvvsXZtf8CV7ecSGTJkIpbuWXrjSajV6ru6RkiIGc8/Xzz1qzHnYv5u83Ymjx5N5uXLZDR34p8rTtjYvICHhzkffDCFNm2MFpoQohEKDbWlVy8bVKqjLFum3/Tfw9OUfHU+edeu4GPhxpkz+h9ZFSYmrDQxISMhkyQTE5ILmtZ2+KKOSwoP52r4XmgDZ5cswalLF2OHJKpBb7aDA6+Rqcmm/+7JbO0zm1aBLbBtk6jb93JSNs/Z/4B91J888nBvmliEAGXPuifurNpJglv7hFSFQqGgoKCg2scLUde9/vr/EXVoJuBKGokEeY7FotQbXMcWvthHJfO1zzbubdKK9jY33+hqjhzh7C+/4BgczNkPP8Q5JASXcqYVFXfvdFQ64HpjyZXws+F4DQzWjSfxypRxrFj8pTFDNBi1Ws2SH34AYMCA0SRl7kbtZ0JCUiFfflnI4sXvGDlCIYQoFhVzjuxnW+GNBwVA0fv/6m23srJixo/radUqnSFD1mB2PoPEiE8ICjIlJsaEzHJy8aWnJjRmyy5R80r3ZW/91lsU5efD9vVVOkddaQkoiu3YkcG2bcnQE2bOiqfI3gLlewN124um/Mbuh1ryj+VJ1Pe1pGtTF1yMGG99Vu0kQfPmzVEo9Ad70Wq1XLp0Sbdsb28PwLVr13TrPD09bztOiLqg9MCEISFqAgPz6dz55q/IKU0sJ65fot28y6xJbkY7G0+auLqXea6YmFxKf/FUuPSkvW8GR88eoH1QT+Z8sZQ/g4N5+JWvSTl4kLPha6ENJK5YgV3HTrR+++2av2EBQGtfW/49mkjxv1ci1q5Kva4hVzMv3fH4+mr/8U34z3lI17pl//RNgCQJhBDGozlyhNO//ELq4cPExFzAlVa6bfkZ2VyevYmCgnyUSjNUeeZ8+GEOwcGmuLu/wuDBNvTvf56VK+2YPHkJ8fFhRERk3jaDQempCY3ZskvUD3WlJaAo1t7iBK5Oe4kAnnP6mVW3jFFaeiDD4b79sFbL7CXVVe0kQXR0tN5yfn4+//3vfykqKmLq1Kk888wzuia6Go2GVatW8f7779OuXTt+/fXXuwpaiJpQemDCnTsDiI29SH6+VrfdKzIJ28P/siUkl5CNGZi3gednrOWfk1E83XIcHmaJFEUd4e2WV3B1tcNdOQFnZQbJBTZ4egYyf3kY/XdPZn6f2Via3/zVK53pbjJiBEqFYfvDi9uV7t/m/64baTlriP3jNL692+DQIpCoO0xR2VConCz0kiEqJwsjRySEaOzUQUF4DxzIplatwE3/b5KTnS0ndxxjW7vW9DtxAnMrle5Lm6+vh159PXDgq5w6pcbE5OZYB0KI+u/W1iE2v/+kt93Gwc5IkTU8BvurOWvWLHbv3s3Jkyfx8tKfo1KtVjNy5Ej69etH27Ztee+993j//fcNdWkhaoU6KAiTVm0gehlOzz7P229/xJYtjwGuHL44gcebnudhpZKUA/s5bmrKnKaFOCmVpBQk8rfSWXeelAP7yTz8t153AoduXY12X42RXv824OWfBrKtXWv8F31NMy8PRr/zBn8l7qWXazs+m98wp6i0N7XUGyfDQSnZdiGEcb0+bxJx2Smkt7Hl2sVkcqevxZ3iV4WmeZU/j7z9FaD/QmDZ2S3cY+dt7JDEXbr137RNu/ZcX3eZUxnRtDB3Q5FjpZvtoDNjMTW1xM7uJRnEsBoMliT44YcfuP/++29LEJTm5eXF/fffz8qVKyVJIOqdzMxM3nrrI/65eJVx3ouIjy+ipEuBg2kyP6gKSXdQYZtWiMm1LJxsi/8QOSmV5CYk6M7j1KUrnqH36Z27oKiw1u5D3JlarebL+Z/Qf/dkvuwzu8E2VftxymyenPgmyZYKzLO1LH17Ok/0eQhVZhZFtjas37cDNzc3Y4cphGjAhg+fTGRkBpDJ4MGmXOUIvu89gjXQFCiY/huTrhXv+0tTGZhQ6CuZHaNHD2umTo277UvgrS8EZLrp+u/Wf9OXFj+iG8jwY+8XGfzA06SnFs92AClorBLwHp6Ntb0zmHYCBhkp8vrHYEmCuLg4OnToUOF+CoWC+Ph4Q11WiFrzzjufsm3b45SMgt+kyTyguC97nFMK1lOK+3dnpGi4NO03UgoKbrQkKMC6WTMjRy+EvrYDBnB6wICby86+ONrnkuNmhUXqNe5v252TyfIGTghRc86fzyAiYjgAR46AR4edetuvFBTweVI+tk2sscrP59xHizmV3QqfjxbTpGcIuJc9LpBoHEJDbeXNcCNXeiDDTz7OJdU0heZtbo5ampGcS5q/FeP6TG6wL31qisGSBM2bN2fHjh1cvXq13LdPV69eZceOHTSTL0yiHrpypYDSgxE6O3vRvftWtp+MwkTtoNe/26SpB4eaB3D07AE6tuzGU7PfIuzCNjyikgnz3EbXpq11mdDSTad+TTxAoHVzfJGhc0XtumaTi9XUhzF3UpOTouHajE3GDkkI0chZqtVsvv4dZ/4unh6xeXMf2k28n/HjO2JmpuC6dCUQolELDbWlZw8Vodth7DgLNh7Qn+1AO+U3I0ZXv5lUvEvlDB8+nOvXr9OrVy9Wr16tN8VhQUEBq1evpnfv3mg0Gl544QVDXVaIWuPhYUpxywGARDw9LfluxVzuWeSPvYkFuSkaAHJTNFgXmTF/eRgmswcxf3kYvbw7MrLFgzz7UTgjWzyo11Qq2DmAl1o/wqchr/FUk+4EqpvX/s2JRq/Q0VIv0VXoKBl3IUTN0uRn6y1rU7MpmP6b7sdUk2ukyIQQ9UFSeDhnlxSPHZW4YgUmt0ygZ3LrClFpBmtJ8Pbbb3PkyBHWrFnD4MGDMTExoUmTJigUCq5evUpRURFarZZBgwYxYcIEQ11WiBpTesrDLyPjGDbtMQoL1xBx8SrdfdyYP/913b7bV/9Ev6f/R6oiB0etBXs36M/Du2NHBn/8nkZ3YMaMeO5/wEGayIk6pW37dqSXGsiwXfv2xg5JCNHA3dO6CVamyzlxLZoWFm4o051p7+BK6uHDmPh1IMXUA6dS89M//bSxIxZC1CUxLV045BhIQJwJ4Y+4YxFho7c9X2vCsXci6Ws3gZYt7QgLm22kSOsfgyUJTE1N+fnnn1m1ahVLly7l4MGDxMXFAaBSqejWrRujR4/m2WefNdQlhahRpac87LHhFIoWfixcOJaXo5ex0PtFrKxuTs/UpIkbx3b9Sf/dk9l6Y7C7TM3NNyShobbc18uSTWtg9uymmJiZGeOWhAEkhYdzNXwvtCnOWtt17AS+9b97yNqPv2Pom6NJzo2jlVNT3h40jBGdOpF19SqWTZowbf58fPr2NXaYQogG5QJm9pew88jHKj0Za2cfHDt8xCMX/0PEf75l1I2EusxQIIQoS8lAhv3M2wAQ06U3F2/MdlBw7hrahCKap6WQTgoRZ9L47CETuPAP+N6DQ5e2dHn+XuPeQB1m8Iljn3nmGZ555hkKCgpISUlBq9Xi7OyMUilz1Ir6pfSUhy3GvE5CYjxZWTdHxs3MzGTUO2OITjzByC2v8uHU+eWeKyk8nOTwcL1pD11CQmrjNkQFksLDSdgTzqnsVjh89y1Jjz6MVYegcvcvPUdvkxEjUCpMazHamqNWq/m/SbMA8PX1ZdR//8v59KvkeFhhkZrA3KVL+VKSBEIIAzp4KRLHsb3xvrEcPfd3FjquZmN2K551XE0TixCg4rqy9Cj3Ja0OGkDuVghRRUvnLdHNdhD96mqauVuAe3FX4dikbIrmBbN3Vww97gtGjb1xg63jauybu1KppEmTJjV1eiGMbsaSecT2tMbbqQfnUzSMm/UuPGgHFA9GuD/u9M2BClu2JjjkbSNHLMriEhKCfefutJt4P2eG2+HS0k+vFUhjtfnofprOeEQ3kOHmGRuNHZIQogrCw/MJDy/g1KmzRpsjvOTL+44d1+nUScmTT2boxVCQoz8lXVFRES3HT9AbnLAySo9yL60OhBAAWgf9QQyZ8hvDffux+tKfDPftR0KizLZ3J/J6XzQqFX1gqYrk3HTMnYoTYeZOahKyo4HiJEGwcwDtrLzxGjSOfiOXYW6lMtAdCFE7Ch3VtwxkqDZyREKIqggJMaNzZyWtWqWzc2dApb9wG1JoqC29etkwf34C33+vpmVLGYtHCFFzSk+JqNXqb5NBDKum2kmC//73v/znP/9hzJgx1b74xx9/zK5du/j111+rfQ4hquJOH1huHajQs9AGHxOXcs/lpLLlcqmB3jwtHbhUGzchRC0wzTInt9TzbZplUfFBQghxB0++OZyo1Mtk5udibWbOtdR0HKffnKLMPN9gk24JIRqh9hYncHXaSwSgttQf/8vGwc44QdVT1U4SrFu3Dnt7+7u6+JEjR/jtN5m/UtQN3gpHPpm1kosX4thxMJH3ZozQ256ZmcmiiZMoij3JB80iee2t8bz+7hvEKbJw0Foxa+VvDD39MSCzGYj6b9kvnzPi+VfIMwNVPiz/ZamxQxJC1DOHkiM5kBBJu3knWJPcjLirl7F+rh3WN7ZbnY/DPEOJtigNLfZ4unuWe67w8HxOnYqjRw9rpk6No29fG3x8auc+hBD1Q8lsB+1Trfj3nkAK1pwjOjOBQFtv0nKs6NtvAifTo+lrNwGlEtq0edmoXbLqsrvqbnD16lX++uuvuzpeiKoq6TIQHq4hJERNYGA+ISF3P1vA+NHvs33fcMCVtecS0cS/z6Ivp+u2L5kyhd4njvNfpZKUkyeYMmwY4wEnpZKUgnQWTZwIQ5oCMpuBqP/6B4YQd+SYscMQQtRjwc4BBNr48mPgTgY6PU643SYySm339/JiScc+pB4+jMLPD3VQ+YPGhoSY8fzzHnrrLlxIrpnAhRD1UslsBwCEvKYbxHBNn9l0a9mF9NTDNAfSSSHPOplez1ji0PI61vbOYNoJGGTM8OuUu0oS/P777/z+++/VPl6r1aJQSP8QUTUlXQZUqqPs3BlAbOxFg5w3IdMGcL2x5Hpj+SZNXBw/qApJd1Bhm1aIIjkHJ8fipktOSiVXI2OBpgaJRRjPbYNONm19s8JpxDQaDSNGTOfs2XQ8PEz56aeFqNUyToEQonwvv/sG0alXib52kTEW54lLiMe1VD1pZmtL67eLB/WVAQeFEDUpTZlCszaZuuXYpGye7jmcP6OXMa7PZKzVlkaMru6pdpJg6NChhoyj1mVmZvLrr79y8OBBDhw4wLFjx8jLy2Pu3Lm8++67lT7PX3/9RZ8+fdBqtYwePZrPP/+8zP1ycnKYO3cuq1at4tKlSzg6OtK/f39mzpxJs2bNDHVb4i54eJhy/HgixYmCRDw89H89/s7NxGnKQ5g7qclI0XD5vU2kFBTcaElQgFtAcxKMErkwJBl0smx9+77JmUt7sHAx4dKxQvr2fZN9+5YZOyzRyEldXrddSktAM8ADbzwoANKnnIC5v5NZkIO10oIcEytjhygaiUPJkfydcAaPqGTWOvzN/U6m8gKggSs9iOHMWfEU2d8+24EoX7WTBGFhYYaMo9adO3eOIUOG3NU5cnNzGTVqVIX75eTkEBoaSkREBO7u7gwcOJDo6GjCwsLYuHEj+/btw8/P765iEXdv/vwxFBZ+RMTFq/Rt68d7772qt929vTeKUqO9+3Rpx2GtPUdOH6BtkwCGBbbhGNc4/8lHNO3ZA6fOnY1xG0LUiKj4rfjPeUg3kGHU9M3GDkkIqcvruPyMDEq3sLM0U/HB1ZJpD3NYJgOJiVoS7BxAkJ0PzQaMpc2WKfhJgqDBCw21pWcPFaHbYdbMpqzart96XRqz31mjHUbWxsaGF154gS+++IIjR44wefLkKp/j/fffJzIykhdeeOGO+82ZM4eIiAi6detGZGQkq1ev5sCBAyxcuJCkpCRGjBhxx+NF7bC2tmbhwrHcs8if71bMxdraWm+7q7k9uSkaAHJTNLhZO7Hw228wmT2Ijzds4J53JwEQMHY8LiEhtR6/EDVJ5WShNyWiyklmOxDGJ3V5+d5+ezGDB88DPqFPn9cZPrzqZXO3zGz1BwFTqfTfTbk56NezQghhKEnh4ZxdsgSAs0uWYGWt33LJyk6/W/GOHRm8++4VevY8y7vvXmHHjgwas7sak6A+8/PzY9mym01lqzrLwr///suCBQt44YUXCAkJ0TtXafn5+Xz8cfGI959++qleH95x48bx7bff8tdff3H48GE6depUjTsRteW9Nycy7cPZHLr+D8E2vswYe/MD15GU8xxOiyb9lAvLfbbSpUlxxlqIhsKyEL0pES0LjR2REFKX30lMTDZHjrwMQEQEmJjUTgvQQ8mRHEqK5ETqRc79c5zCE8fILczDwkRFUWI6UH6/37ffXkx8vBbIpE8fawICbAkLm10rcQshGpbSMx2EP+pDu7hOXF93mVMZ0QTaeqPItmDIkIWcz02gr90EbOyu0eMpbxyaJJcayLCDsW/DaBptkuBuaLVaRo4ciZ2dHfPnz2f9+vXl7rt3716uXbuGn58fHTt2vG37E088wfHjx9mwYUOd+WDRmJT+MNPcxIEWyia6bZmZmUxdNJtozQVGbnmViS+NZd4703nx3FfM8x+JmZm5bt8gpxZ0cglkzLtNGTWuI2ZmCory841xS6KGaTQaXp48lui4Y7xjG8/MNycZO6RasWfrXvo99gApJnmocqG1ZyhduozB01NFWNhMGcRQ1DtSl9eMrz/4lJi0q5xIu4iVUkHrhHRGay2APP4vX8l6fx+uHTmMfVAnnLy99Y6Nicnm0KHaT2wIIRoevZkOgJcWP6I324Ff25ak21zD2gQuXj8P8Tn8+uRX9N89WTeQYWMeUFWSBNWwdOlSIiIiWLFiBY6Ojnfc99ix4inEgsqZ1qdkfcl+onYFOwdwj6Mf922ewBut+5OXffOL/Ywl84jrY4u3Uw/Op2iYsWQecyZMMWK0oi54Zco4zgYp8O7bgys3nos1y34wdlg1zs3NjeP7j3HhwgWeeWYeGzYMAlw5eDCRxMTJ/PnnEmOHKESVSF1eMy6lJXD90eLBCgFSpv8G14q3Nff15JMNm9nWrjX9NmyWgWGFEEajtDfD5/2HdMsXZSBDPZIkqKK4uDgmTpzIfffdx/PPP1/h/pcuXQIod9TjkvUl+4nalRQeztXwvdAGEpYvxyKwPdzoQpmcm465U3HLAnMnNcm5ceWeZ9euDHbtzqdHD2umTo2jb18b7uslU6k0RFczUzF38gQqfi4aqowMDfZNx2LhAjlJWjIyuhk7JCGqpDHU5V5elhQVLeXIkUK6d7emRQvbig+qhFOaWE5lxhIbv4l2jj4Eu+i/rbt1sMLS1GZSLwohRH0gSYIqevXVV8nJyWHp0qWV2l+jKR7ozsqq7Gl+SgbHK9mvIoGBgWWuj4qKwtPTk5SUlNu23bquqsuGUp3zlndMfr4WKJ5XOSMjtUrHlxybmpqKmbs7qoED4NxXKB9+hJwCIONvLkZfxKpQSUqpPthORWakphRfKzUlFaWZivz8XAC8fVIYFWDOqFFmQC6aI/vYP/0Ilm3bsn/6dNRBQajLeQNVmfu922PutE952+72WaoPz1GJ0s/EhQsKXYuSixcvorI00zuHukjFtVLPRROFhV5ztIb4+3brPik5f+I/52FdGcTM2MSFCxfkWarEPvWhjPLz8zEzMzPY+eoiY9flUPP1+TvvPE9BAXTvbsry5XaYmSkM0nTWLdcKF1N/JqSs5g23/hz+9Ah7/lqGKvYUec0DuabKxbzU/skqFStSr6L0D8AG+HvmDE5lt8Jh5gxsg2/WjSkpKbi5mRAUVJzYCAoypUkTy3r5t6U6567s/ob4+1JRuTWEeqos2oIC3XbFLb8LdfVZakj1VGVjq47KnDc8PJ/wvVnwKIwff+a27QoFXIy+CBT/18rKol7X53dbl9fbJMETTzzByZMnq3TMihUr6HwX09L9+uuvrFu3jmnTptGyZctKHaPVFn/5UJQzz0bJdlH32CdlkjlrEzmOVlikZmHv06bSx1Y2KSDqn/fenMj0JXP5O/0fOlg2560XXjd2SLXO2k2tN9OBlZtNBUcIUTapy+u/Ls/fS94T93BuwEP4f7SIHUsuEfvDUTSaa6jV9vgHtmNIYh5OCxfj5tGE/HwtE+enc2Z4ceKitGnTXsTW1pFWrdJZufL27UIIUV0dLE/g7XyYScCzzj+xV6sk7v3N5GrzsTBR4WQun2VKq7dJgujoaM6ePVulY7Kysqp9vYyMDF577TX8/f2ZOHFipY+zsSl+4DIzM+8YU2UH/Tp16lSZ60veSDg5OQHg6+t72z63rqvqsqFU5rw7dmSwfft1duxQ0amTkiefdCY09GZTyeI3v0fx9fUlNlZR4XlLth1KjuRAQiTt5p1gV1EzXM634/wOW+gJy5ZB8pk5FGX+y9KWVzBJT2eC1gJSigALfrp+HUcnR0gFRydHzMzMaebRFM6Bj7cPKnPDTQlXnbKvzDGVKaPKrK/Ks2PM56iyx5Q8T46Ojvj6+pKblcc5wMfH57Y+s76+vvz05Xfct3kCi1q/jFJhWu9/36p6jHlmkd5MB9Y5lfs3bwzPUmX3qctlVJutCBprXQ61U58X/21Lx9fX16BfuAu0hZAIvj6+9A7sTFFKGvma65jd9yAmTg4cPb6fTa1a0SVsCYkR+9m4OZMemzZg8+jD2HfuTkn9XVZMzZv7lLu9Lv/elKeq567s/ob4+1JRudXneqqsfYry8/mX4t+t+vYsNaR6qrKxVcedznvItoBTgRa0T73Iqed8mPu//viYuPBy9DK29plNv3t78OJ/HiGrIIdhRb+QozXh5SaB5DUPJHBQX/qN6Vulaxr7WbrbutzgSYKTJ0+ybNky/v77b5KTkxk4cCALFiwAIDw8nMOHD/Pcc89VOEhQRQ4dOmSIcCvtyJEjxMXF4e3tTf/+/fW2Xb16FYD169dz5swZWrRooZtGydOzuO/y5cuXyzxvyfqS/USx0FBbevWyYf78BL7/Xk3LlobpSxnsHECgjS8/Bu5koNPjBIYEkNk9m/67oShxHoOunMRJqSTlwH6+AlKgeLmgAPMmTfTOdUoTy+/nT+IRlczXPtu4t0krvX6ZQjRU3371PSPfGEWaMh/LAjP+2LLb2CGJekrq8vqvKCWNSTYKsCmup+ekpOm2OXfrhkO3nrSbeD9nhtvh0tJP171LCCFq062zHVy4cIGsrBzd8qWsqzRrboH1jWla45Oy2fOqE+2C2uLY2qvW4zU2gyYJFixYwJQpUyi40edHoVCQnJys256VlcXYsWMxNzdn9OjRhrx0rYmOjiY6OrrMbfHx8cTHx3Pt2jXdug4diufXPHLkSJnHlKxv3769QeMUZdNoNAwZOo1/TpxjnO8HrPllEQpMAciMj+MHVSHpDips0wpxs3Hlz6YeRMaepGPLbrwxdbLeuQLVzXm4eXeaDRjLw698jUkD78MrRAkXFxeO7785irtGo+Gpp8Zz9mw6Hh6m/PTTQpkSUdRpUpdX37SF7xOnSSE6O54BGwZzVp3FHHtr3fYLORk82Po/2Kam8knr/+Aa4Ac0vm5ZQoj6RetggfK9gbplxZTfuOLnzBSHYNo2wpeABksS/Pbbb7z77rv4+fmxcOFCQkJCcHFx0dvn/vvvx9nZmXXr1tW7JEGfPn3K7XP4zTffMHz4cEaPHs3nn3+uty0kJAQ7OzuioqI4evTobfMr//LLLwA88sgjNRN4HVXSnSA8XENIiJq+fW30uhPUlBEjprP2137Ac2w7l8iQIRMBU/45GcX5wkSaT3sIcyc1GSka4j4O56d583k5ehnz+8wmITFeN1ChaLg0Gg1Dh0zlxBV32j33Nt+ueF++8Fagb983OXNpDxYuJlw6Vkjfvm+yb98yY4clxG2kLr978ZoU8p/0wxs/rgOmR61RTrv5wdps0hrGZMaBoyNo45hz6ApgwuDBpqSnx9KkiT+QSZ8+1gQE2BIWNttYtyKEEKIcBksSfPjhh6jVarZv3463t3eZ+ygUClq2bElkZKShLlvnqVQqxowZw+zZsxkzZgzbtm3TjYK8aNEijh8/To8ePbj33nuNHGntKulOoFIdZefOgFobnOj8yWTA9caSK7v++Idr1ycDrpi2n6A3GJuqlX7TIs2RI6QfPQzdIHHFCuw6doLmzWslblF7RoyYzq9rHwCe59zaRExHTOennxYaO6w6LSp+K/5zHtKNURA1fbOxQxLCoKQuv4NbB3O8ZTnjehNgDEeOgI3NVKKihgMQEQEmJmG1FKQQQugrnu0gFx6FmbPiKTK55Wuxst4O3WcQBrv7o0eP0q1bt3ITBCU8PDxqvQ9ieQYNGkR8fDxwsz/hZ599xrp16wBwd3dn7dq1d32dKVOm8McffxAREYG/vz89e/YkJiaGAwcO4OTkRFiYVJK1xS/QiaOnEylOFCSiUNpTkjTITXLUG4zNMtNO71h1UBAWHTvA6aU0GTECpcK0tsMXtSAmJpfSiaTiZXEnKicL/QSbk+EG8RSiIlKXV05NteCzsLTWWza3sAZNTjl7CyFE3VB6toPnnH4msUMQ8esucyojmkBbb/r37kvVhtVtWAyWJCgoKCh3/uDSkpKSUKlUFe5XG44ePUpMTIzeutjYWGJjYwHw8jLMIBUWFhbs2rWLuXPnsnLlStatW4eDgwNDhw5l1qxZNJe30bUmLGwmhYVT2H4yiu4+blhZ+bBuXXHSICd+MElLZlHgp6S3WzvemTnJ2OEKI/D0VHHw4M1EkpeXeUWHNHo2haZ6CTbbQkmgidojdXnZwsPzCQ8voEcPa6ZOjaNvXxtmzWparRZ8h5IjOZQUyYnUi+SYFlH4479cyUulnYMPdvkKTD8/QJRVPn5ZZtgVKVjv7cO1I4e5bOZAckHTGrxLIYSonpgAF055BNK+KI3wR314dcQgWls0p//uybisVvHvPg0nt0YyxHwhFpZZtH2gOUn2Gbhcs6VT0470/U8XY99CjTJYksDPz4/Dhw9TWFiIqWnZHxAzMzP5559/aNOm8vPN16TyBi2qqmHDhjFs2LA77mNpacnMmTOZOXOmQa4pKueUJpZTmbHExm+inaMPwS4BfLdiLv13T2ah94t4e3syZMjNpMHcuV/yRtxKlvedw+UrcXqjnt5Kc+QIZ3/5BcfgYM5++CHOISG4hITU4t2JmrBg1INknF3Cv2dyadPKnPkj3zB2SHXerq1/0u+xB0gxycM8z4SdW/80dkiiEZG6vGwhIWaEhJjpTaNV3ZkFgp0DuMfRj/s2TyBs8iIAXji9lPUP/R//pEbpEggl9Ww7K2+2tWvNz92fwuSChsSITwgKMiU9vZB27cKIiMike3drWrSo+bGIhBCiLIHq5gSqm+v9jczUZAPwx55VYGOJtQnE55+HtBy2j1tO/92T+b7Pe1irLblw4YKxQq8VBksSPPHEE8yYMYOpU6cyZ86cMveZOnUqaWlp/O9//zPUZYW4I83aq5jtPcbxNwppPTeB1P7mMEz/bY+l+3XsTROwsL5zS5iShEN7Bx9+TTxAYEBzHn3iiZoMXxiBT9++bDx8PyrVUS4c7lhr42XUZ25ubhzff0xXYbq5uRk5IiFETck8ehTN0aPQDU5/8AFeIT0IDtEfsDE3Kw+Ar754DxMzM1Sqo6xcaUfLG1MgqlRH2b1b/r4KIeomU3slPu8/pFu+OOU3I0ZjHAZLEowfP57Vq1czf/589u7dy4ABA4DiOSg/+eQT1q1bx86dO+nQoQMvvfSSoS4rxB11ef5esh5vx7roZQz/cTLWaktdlhDglSnjONfZFG+nHsSnaJj1yQfw37KbRpbOODb07KEQd+Pq1asM7B6K6fVMCtTWfPzj8ttmuxFC1E9f/rKGzNjLFGy9ysf23jieO8+8Uq3ohg+fTGRkOmlXXJnXdxwtWtgBj1fq3OHh+Zw6FafXRaI2Zj4SQgihz2BJAmtra3bt2sWwYcPYunUr4eHhAPz111/s2bMHrVZLaGgoP/zwA+bm0sdX1JzSgzMFBhbQ+d4iaFL2vmeuXMX8/hZA8YBrF1MuYYP0nxTibtx/Tx8c1dfJ8bHCIvUawx55jk0Hfjd2WEKIanr53TeISbtKdNpFrsZep2VSBpO0FnAtmo0mJnr7nj+fQUTECGAERABUfkDHkBAznn/ew6CxCyFEZezYkcG2bcnQE26dKdfEpPG1ejLo3A6urq5s3ryZY8eOsX37dqKjoyksLKRZs2bcf//9dOnSsAd4EHVD6ekVly2zIz8/l7DosvfNjo2GFDfdgGu5Vy5hQ90YM0OI+irNIh2rqY9i7qQmJ0VDxvQNxg5JCFEFSeHhJIeHk3r4MI6dOhEVc47sZ1vhTfEX+JTpv8E148YohBCG1N7iBK5Oe4kAnArh6qxNZFOAhYmKJtYOxg6v1tXIBJAdOnSgQ4cONXFqIQwqSGlL3PubSXewxC4tGx87N+JubDulieV4egweUcmEeW7DC3sC1XVr9Goh6qIiJ2u9KRELnawrOEIIUZe4hITg1Lkzm1q1otv332M25gjZ5ex7NS1Tbzk/47recsF1/WUhhKiLYlq6cMgxkPapVrT7eQlt1d5MPLacpd4vsnDhD/TtN4GT6dH0tZsAihRahzYl1TlTN9vB6BefMfYtGFSNJAlulZGRQWRkJM2aNZMBrUSdYufpyX2xsTilFJFSYMpfTd112wLVzfE3daP9R+/Rb+Qyrly9bMRIhag/egZ3I7rUlIjBbSRpLER9lp+RAaW64iVqtXyelINjUzu8PfTHG2kd5IGpuvQMBh4cPFHLAQshRBUFOwcQ7BygWy49htnW3T+A2gJrE7h4/Txocvjyqc28HL1MN9tBeQ4lR/JHwkHOZcVzb25rgl0CcKydr+B3xWARbtu2jR9//JHXXnuNjh076tZ/9tlnjB8/nry8PBQKBW+++SYffPCBoS4rRJVoNBpGv/MG0YknmGx9hS8WLWH2m29y5PQBWnq1Z8yM6bwRtxIoHkApYk8ODwEzZsTTpl0+ISFmxr0BIeqB5QuX8sqUcVzNvISPtSMT3p5h7JCEEFXw7siRpF28SGpqKhsffJC03HRc1qs5cS0afws3unTpw6qjY8g7cfsMBWFhs/VmMABYseKoMW5DCCEMwtTOtNqzHQQ7B2CbruCF00v5ouU4lCamXMio+wOgGyxJsGzZMjZt2sSSJUt06/79919ef/11TExM6Nq1K6dPn+bDDz+kd+/ePProo4a6tBCVdutsBm/Pm8ayb78hdPsk3vEfqbdvSIgZ3bso+HcHzJ7dlOjYWCNFLUT9olarWbH4S6A4MffUU29x5UoBAQG2hIXNRK1WGzlCIcSdxJ47zdOx8eDoCBcvcjw3h2YqW9KupdDMwgzrZneeMlgIIUT9ZrAkwZEjR+jYsSM2Nja6dWFhYWi1Wr755hsGDx5MTEwMrVu35rPPPpMkgTCY8PB8wsMLOHXqLCEhav7T7F+aao4y1/1PksI6YN6+HdyYQelqZirmTp5AcV/pq5mXdOfJ/OcfMo8fh25wdskStL5+WLdvb4xbEqLBGDx4PPuO7cbCxYRLEYUMHpzJ+vVfGDssIcQdqM30m85aFRTyaHQ0xZ/crvIzjW+kbyFE41F6poNPPs5FodD/m9cYZjswWJIgISGB4OBgvXV//PEH9vb2PP300wB4eXnRq1cvTp06ZajLikZIo9EwbNh0IJWnn3ZgxozhdO5sRatW6ezcGYCZmQe5Wb0J/OoLnJ9fRIG2EKL/BsDNyoEzpfpK+1g76s5rfc89qIOD4fRSWr/1Fv/+upaEb77BMTiYsx9+SL6vL+qgICPdtRD10/7jW/Cf01/3O7d/+hZjhySEqMD+5Msct7+5HJevPx9Ysia3dgMSQohaVHqmg2edf+Kg0oKEub+TVZCDldJCb7aD3X9eZ8+eVMLDNYSEqLHvcBG844mN30Q7Rx+CXQKwrYeJVYMlCZRKJXl5ebpljUbDyZMnefjhhzEpNYeui4sLSUlJhrqsaIRGjJjOmjV9AVd+/TWR7OxP+fDDCZU6dsHEWfQd2I84RRY2+SoWbNpZ7r7qoCDUQUH4+voCcOFC3e8/JERdo3I005vpQOUo43oIUdcVOFqhHPvgzRXTfoP0m4vOavNqnXfHjgy2b79Ojx7WTJ0aR9++NoSG2t5ltEIIYVglMx0ExJkQ/og7X44dTmuL5vTfPZmtfWbT794ejOjzIDlF+cxQ/EymhSkt3uqPtb0zvube3OPamxdOL2VJt1dQmpgSmX7O2LdUZQZLEnh7e3P48GHd8qZNmygsLKRv3756+6WkpODk5GSoy4p65NZuAffdZ1PxQWWIickFXG8suXLlSkGlj507fjzjr6bjpFSSUpDJ3PHj+b/lX1crDiFExSyLFOSWar1jWVT/sulCNHRJ4eEkh4eTevgwjp064eHaRG/KQ7WDPesdHLh25DCWbdpg3axZta4TGmorSQEhRJ1XMtNBP/M2APg6++rNdnAp6yrNvCywvvFV+npyDmn+VozrM5mExPjiVsz1nMGSBE8//TQTJ07k8ccfp3fv3ixYsACVSsVjjz2m20er1XL48GFatmxpqMuKeiQkxIzOnZW6bgHV5emp4uDBRIoTBYnYNMljTXIE7eZd5svIONpZe7Bk3ApOXHGn6SszuXr9CBpVPl1mbqej0gYnZfFj76RUknlZpjUUoibt2bqX/zwSSoqqCOsiFXu27jV2SEI0ekdSIjmado4TqReLm8O2DCCo81g2tWpFt++/x2zMEb0kgXcLfz75cAXb2rXG/8vlKJRKPv8pvcxz39paoLovBIQQoq7SOligfG/gzeUqzHZQXxgsSfDaa6+xfv161q5dy9q1azExMeGDDz7Aw8NDt8/OnTtJSkripZdeMtRlRSMUFjYTrXY6a9ak8vjjjrw1sC+5G/9lS0guPTacYtq2n1m/6xngeZLOP4P/nN643HiLufv9zYQWmN5oSVCg9zbkdNYVzuRcpb2DD8vObsEj34ZAdXPj3agQDYCbmxsbf9oAoOu6I4QwriCnADq5tuC+zRNY0u0VXho2mMSoc6Sb5/NVny5E52bjciWWKKt8/LLMcHXxrPS5b20tkH/LeAZCCCHqPoMlCaysrNizZw979uwhMTGRe+65B39/f719TE1N+fDDD2VmA3FX1Go1q1Z9gEp1lFWrOhIbe5Gsjp0gehktxrzO+Z9eo6Q7goWLiV5/aKWTLSsy/ck1OY4iJ5B3n/k/3XlbW3nQ3s5XxiAQogZpNBpGjJjO2bPpeHiY8tNPC2VKRCFqwfDhk4mMzAAy6dPHGn9/G3iieNv100mMTE0HzOBqOt87evHD+u3ct3kCfzz0f6Tt28+5jxZzKrsVDt99i3XHIECSfkKIxqH0bAczZ8VTZHLLV2ilwb5S1xkGvSMTExN69+5d7vY+ffrQp08fQ15SiNu08bPl36PF3RFykgr1+kPbYMbWQ6sJ3T6JZf4jadmyKXm5OcYOWYhGo2/fNzlzaU/xlIjHCunb90327Vtm7LCEaPDOn88gImI4ABERoFCEoaB4INEzBfHMsb+5b3LWJZ774ifAjee++IlQv9YMGz+BdhPv58xwuxt7ld3dQAghGprSsx085/QziR2CiF59nvO5VzFPUqDItefYO5H0tZuAUgmtA0fDwzBp8hUeuN+e5t7GvoOqa3hpD9HohYXNpLBwCttPRtHe/V4SluxBo8rHQWvF9t+2GTs8IRq1qLit+M95SJe4i5q22dghCdHouCpnk3dyP6bTLRg2YTNpFrnYvjdIt91k7u989+LTqFRHycvriJmZQroNCCEarZLZDtqnWhH+qA+vjhiExdUCXo5exvkxa8DGEmuTdC5eP09ReiazQmyYAjxrt4qmFj1I0w24Xn8YPEmQlZXFrl27OHfuHNevX0ervb1SUSgUTJ061dCXFg2IRqNh2LDpQCpvvKHil18q3yRZrVbz3Yq59N89mU+9XwTg5ehlbO0zG2u1pV7LgUPJkfydcAaPqGTWOvxNoI0XvtKEUogao3K20J8S0dnCyBEJ0fg4K+OY6mQB1wDy+dNSf9YRpYVhfi9LBjEMDjblww9zePLJDJndQAhR75TMdlDayav/AmBqr8Tn/Yd06y9O+Q2nZ5/XdYO2VluSFtWIp0AE+Oabbxg7diwZGRm6dVqtFoVCcduyJAnEnYwYMZ01a/oCrvz+eyIjRkznp58WAsVf7A8kRNJu3gm+jIzDs9AGHxOXal3H62wS1uFnaH84F0XCGdRBVtDegDcihNBjWYj+lIj1f5YgIeqFFi1sKSoKIyIikwzXS8yxv5kIKDDRTxJ4uDYp9zwTJy4hJiYbKKRPH2sCAmwJC5td5r4lgxheuJALgK+vJAiEEKI+MFiS4I8//uCFF17Azs6OSZMmsWvXLvbt28cXX3xBVFQUa9eu5dy5c4wZM4ZOnToZ6rKigYqJyQVd0xzXG8vFgp0DCLTx5cfAnYxo0Z/zkacZP/5D/rl4lecC3+W772ajwLRS13EJCcElJASQgQqFqA17tu6l32MPkGKSh3meiUyJKEQtefX/hnIgIZLrG0+Q8etelFMf0W0rfPdn1OuvcPLaRdra++Dt5V/ueWJisjly5GWgeGwDE5OwGo9dCCHqKpNbkqwKRTk71jMGSxIsXLgQhULBrl276NChA8OHD2ffvn2MHDkSgNmzZzNhwgS+/PJLRo0aZajLigaipElieLiGkBA1FhYmQPHgg5CIl5d5uce+886nbNv2OODKunOJDBkykabKJIrOHuCDZpG8Mn16Ld2FEKIibm5uHN9/TJeUc3NzM3JEQjQOpRPsBb/b6G1zaeLKrx//QL/tb/Nr3wVYmitlDAIhhCjHjh0Z/PxTLjwKptlqrszaSh65WCktcDK3uW3fn37J0Q1k6H9fKik2JzmXFc+9ua0JdgnAsQ4OE2iwiP7++2+6du1Khw4dytxuamrKBx98wLp165g+fTpr1qwx1KVFAxAaakuvXjaoVEfZuTOA3Nw5DBs2nTVrUnngAXOWL/9At29SeDhxe/ZCW4j8cCGx5zIo3eogMvwPBlhk8YBSScrJE4x+/DnOWwboWhmozOreL6IQjZVMiShEzTilieVUZiyx8Zto5+hDxNsfUXTuEgXW+eQpTPT2dfbyYPn5raSfcmG5z1a6NAmgg135rQmEEKJRM92BS8cImsdn0/+dR+jYtD1z8/aztc9shg57hyFDFnI+N4G+dhPwss/lpQ7ONwcytO5BmmsXXji9lC9ajkNpYsqFjLrXmtlg35Y0Gg2enp66ZYsbg95cv34dG5vijIqJiQldunRhx44dhrqsaKDUajWrVn2ASnWUJUvs9L40uISEYNUhCHZPpsWY12n+15ucPH+z1YGDSTY/qApJd1Bhm1ZIXqwKTe57rDtXPLbB99+V3XdSCFH7ZEpEIWpGoLo5La2b8sLppSzp9gpHc5bwSH4+XIMvFFmcm/s7WR7WtHPw4dLZNFaO+p0TEZmsXB/HoYB9fPnl+2We18vLEljKkSOFdO9uTYsWMs6AEKJxCe0zCB/P4hfjvr6+ZGqymbt7PwCn9+6AdFuaA+mkcMoxE6cFP9a7gQwNliRwc3MjOTlZbxkgMjJSbwyC1NRUsrOzDXVZUU+l7IsgOSKcue5/cnZhb5r0DMG+c/dqnWv+/DEUFn5ExMWr9G3rx7krNli+0g1zJzUZKRriJu2BOLh1bAMhhPFdiNefEvHCdJkSUYiaNlprwQYrd04Pac/6h/6P+3q/yd69w4GKxxmYO/cNAFq1Smf37uLpEYUQQhRTF2QypenNmdTmXK+fXbcMliRo1aoVZ86c0S13794drVbL/PnzWb16NQqFgoiICHbu3FlulwTReDh1645D8L0EfvUF/q+vxdxKVe3+j9bW1ixcOJaXo5fxXZ/ZDHh9MHmlpljTOje9kSRIxMYtn6/Pb9NNeXi/k+ltU5oIIWqP0slcb0pEpVP5448IISpnx+617D4TQZSpBtwt2fnnOiLiL3Dc/uY+1+Mv4iDT+QghhCiDwZIEDz/8MNu2bWP//v107dqV0NBQ2rdvz5o1a/Dw8MDd3Z2TJ09SVFTEm2++aajLikZix+617I8+zOnCNFqbOtCx6c0PNpmZmUxdNJtozQVGbnkVV0t7okpNsWZvkkah/3T6tvVjxYqFWJmb02zAWNpsmYKfJAiEMCrbQqXelIh2hTJmiBB3K7TPIJq5t+LFc18B8J/ej1HUZA7Ksb11+xR9+KexwhNCiAZjx44Mtm1Lhp4wc1Y8Jqb6Y75YWpretn/pgQwfuN8eH5/ajLhyDPZpbMiQIQQEBODu7g4Ujz+wadMmXnjhBf744w+uXr2KnZ0db7/9Ns8995yhLisaidA+g+iZ+yCh2yexvO8U8vO1ur4/M5bMI66PLd5OPTifosF2QxZ53+YR7/QPdvFevP3iUlZ5rea7PrOxVltSlJ9v5LsRQpTYtfVPvSkRd26VLy5C1ATvFv5k6C234PqN/2/RwpaiojAiIjJlnAEhhKiC9hYncHXaSwTwnNPPpLX346esLM7nXCXQzpuk4ycZ0edBcoryCVWuAytL5j8z4OZAhhY9uI67ke/idgZLEtjZ2fHAAw/orfPw8GDr1q1kZWWRnp6Oq6srpqaVm79e1H+3TmsYGJhP586Gf0uYkJOGuVMT4Eb3AtskDv6witDtk1jmP5L8fC2rog1+WSGEAdw6JaJareapp8brzXYghKi69xbPJzrlXwAGbBhMVPQFXGmq2x4dnYsTxW+ynnvuHd0MQyXjDMgUiEIIUbGYli4ccgykfaoV4Y/68Gj/rviYuPBy9DKW9JnN/b6BTLJRUPK1e871bJyefV5vIMPrFxrw7AZ3YmVlhZWVVW1cStQht05rGBt7sUY+dKSeiUad0kzXXDn935u/aKezrnBKE4dHVDJhntvo2rQ1QXZ1sE2PEAKA/v0ncOFAJM7KDP7514b+/SewYsUEY4clRL2yY0cGhyOT8R7bA4DrQOGCs6jXX+HktYt4W7vh6m1G6ikXvJ47jl2TAODm3N7Dh08mMjIDyKRPH2sSEs7RpIk/kMngwaY3ZjgYVvs3JoQQdUywc4De+GYXLlwgKyvnDkfclHJgP5cO/82V8HCsAgOxefhhcK8brQqk86eokw4lR3IgIZJ2806wJrkZLjHXOb/DFnrC1Glx9Op1c0rE9gprUt7fTLqDJXZp2bRu4q3b5hmZhPPRM5iuSKFP9lksHBM4e20dlm3bkvDNN9g+/DAuISFGuEMhRFlSzu6khZeGHEcrWqTGkXT2CiBJAiGq4pftU0nPPocrNz+4mpuZ8uvHP9Bv+9ts67sApYkpKtVRRo27veXA+fMZRETcnO3AxmYqUVHFy0eOACytzdsRwuDeHTmStOho3bLS2Znxs2WKbFG7nLp0pVmvHpz/4gt8/u//cAkIqDOtCgyaJEhMTOSzzz7jr7/+Ij4+ntzcsqebUygUREVFGfLSooEJdg4g0MaXHwN3MtDpcQJDAsjsnk3/3TBurA3jZr1LdOIJRm55FZWLC88mJuKUUkRKgSlHvbx057G+5x6s7+nMxPnpjB9/c6om8xu/gC6+vsa4PSFEOa6rM7CZ+ijmTmpyUjRcn7HB2CEJUe9cSkvArJmd3rqCnMq92RKiMUiLjuaRUl/GfpHfD1FDTJwcmJWUTE5RPlZKC5ILChkyZCHncxPozFhMTcyZDXzwQTZP/C+jzgxiaLAkwenTp+nduzcpKSlotdKPTdydpPBw4vbshbaQ/G0YSY88glWHIABen/EWF7uZ6wYqdM2w5M927YmMPUnHlt2Y98UXRo5eCFFdKg8HvSkRVR4ORo5IiPon+vw5TNzMiV6xFwBtTAoOmUYOSgghGoGXXx5LguYqKR5aesy/j+YBvsz5+Ttejl7G1j6z6dayC7mn/6U5ACloHTRgCW+8YUGrQFsuXEg28h0UM1iSYMKECSQnJ/P4448zadIkAgICsLa2NtTpRSPjEhJSnBTYPRmnZ5/HpW0bMjXZAPxz9hiuj/wHKP4ScfbSfuZ9+iMvRy9j/o0ZDPJyJSMsRH3UpUMXvSlMu3boauyQhKh3CnJy8Hzm5nSHBdN/o7W1c6WPv3W2g4SEQtq1K14OCioek6C424EQQojSCtzA5skQ3SgvhRvi9LZb52uY1LQ4a/uFIod/1BbMMQXLeRNo6eHDhFFv1HLEZTNYkmDPnj20bNmSn376CYVCYajTigZKo9Hw4gvTOHHFnXbPvc23K97H3LxySSWTFI3evOqmqfJ6RIiG4qv5H/PKlHHEpETS3NyOLxd/QWJiorHDEqJescgqIn7yGopuLGvTcwjsFczy81tJP+XCcp+tBDv56/YvmY2oRw9rpk6NK3e2A5XqKCtXFndjWLs23Qh3JkT17NiRwR+/p9Gd4mbd2eYebCzV41TtXPkkmhCGkmJngc97AwHIB/799bxxAyrFYEkCrVZLu3btJEEgypWZmcmECZ8CubRrF8uVK28Bz3NubSLpz45n0JxHaTfvBF9GxtGlSQCtLZqXeZ6eLdpzZtYmchytsEjNonXLe/S2H0qO5O+EM3hEJbPW4W9aWXkCMuezEPWBWq1mxeIvuXDhApmZmYwYMV1vOkS1Wl3xSYRo5Lo6N9Prb73Bvx1frlhNfr6WMe82ZdS4jje2HAWKZyMKDdWvJ2UKRNGQhIba0qObBdvWlDTr/kZv+4U6MlicaPgsLU1Bl8LVpzarO7MBGixJEBwczPnzdSf7Iapnx44Mfv45m8OHCwgNvULfvja3fXCornfe+ZTff38McOXKlUWA640trly/asaIFv35MXAnI1r0x9JcqeteAMUtD0a/8wbRiSdwd2lFq/ZdORV1hPZBPenQ920++TgXHoWZs+Lp18+N0b18aDZgLG22TKFAawrIGw8h6ps33vg/jp49gIWLCZeOFTJ48HjWr5cxR4SoiIO3Nz9lZXE+5yoAPb29b2stcN99NhWcRQghRFW5q52I+zmKc9nxtHPwQZntpPc9pVm7EH5KO8f5nKtcLgLvUscePHSC//1vLgAWFha0aGFLWJhxZt0wWJJgxowZhIaG8tNPP/HUU08Z6rSiloWG2tKsmQWtWqUTEdFUNxtAeUo+dISHa/DwMAMUXLmSR0iImr59bejV6+aHkCtXCriZGFABiTeWE/HyMr/jdV6ZMo5znU3xdupBdIoG/4NmmIwYxPw+s0lIjKdXr1xePAezZjYl/dBhzn4YjmNwMAnffINlhyBAZjEQor45cX4n/nMe0nUt2jd1k7FDEqJemPfVV/zy93aWJGwh0NYLXxc/7FyuMi/05pSI1W0psG9fAfv3F+iSDYZ8mSCEEPXdzPFTKNAW8sLppax/6P9I27efM5t/YhLwnNPPuE0cSYKdAy9HL4OJ4Rx/J1J3bGHmdSKt44sXsuDcnjigniUJ/vrrr9vWvfHGGzz77LNs3ryZvn370qxZs3K7H/Tq1au6lzaIzMxMfv31Vw4ePMiBAwc4duwYeXl5zJ07l3fffbfMYxISEti4cSMbN27k1KlTxMbGYm5uTocOHRgxYgRDhgwp935zcnKYO3cuq1at4tKlSzg6OtK/f39mzpxJs2bNavJWa1RoqK2u32JeXnHzRZXqKDt3BnDtYARnF4Yz1/1Pzi7sjavVdW4mBh7Fo+kHWKXk0O6he5k/8iEiP1wIbSHyw4U07dlDN5sBwNXMVMydPIHiwQoTsqMBu1vDAYoHPXQJCQGKm48VfxCSlgRC1DfmLuZ6Mx2Yu9w5mSgaH6nLy9fK0gOAhUGjsFZbGuy83bop6dXLDF+ZQlgIISrkEhJCmpsrnF5K67feQmliSsLJfwFobnMv+/aN0O1r324IbefcTOZGvR9f6/GWqHaSoE+fPmVWolqtlhUrVvDdd9/d8fjCwsLqXtogzp07x5AhQ6p0zPjx4/nhhx8wMzPj3nvvpVOnTly+fJm9e/fy119/sXHjRn788UdMTU31jsvJySE0NJSIiAjc3d0ZOHAg0dHRhIWFsXHjRvbt24efn58hb69OcAkJwbbjvQR+9QX+r69l0cNnmTDhU37/PZfHH3fki89+IqLbvfT7fj7mVioyu/WA3ZNpMeZ1rNWWet0N3KwcOFNqsEJPSwcuGfHeRMNR0homONiUDz/M4cknM/RawAjjsc5T6A1SaltosMZvooGQurxsh5Ij+T3tEB5RyYR5bqNr09YEOwdUfKAQQgjj0ep/t9YWGm+sv2p/4rpTpr0+sLGx4YUXXqBz587ce++9rFmzhtmz79ycw8nJifnz5/Piiy/i6OioW//3339z//3388svv/D1118zatQovePmzJlDREQE3bp1Y9u2bbqBtxYtWsT48eMZMWIEf/75p+Fvso6xtrZmyZIJtGqVzoRPrFl1dQ97Xw8h5vwWujZtXe5AhQALJs6i78B+xCmycNBaMWvlbww9/XEtRi8aqpIBuy5cyAXA19dWBuyqI1Ys+4GRb4wixSQP8zwTdm5t+H8nRdVIXV62YOcA1I5a2n/0Hv1GLsPcSmXskIQQQgADh7zCmSuXyHJKJD/rGh7N1uKWkoeplTXRtwxoaKLNMFKUd5Ek+OabbwwYRu3z8/Nj2bJluuXffvutwmOWLFlS5vp7772Xd999l0mTJrFq1Sq9Dxb5+fl8/HHxl9lPP/1Ub2TucePG8e233/LXX39x+PBhOnXqVN3bqZM0Gg1Dh0zVTXM4470XUKmKR+0McgqgrdqT1Zf+ZLhvv9taDpQeqHCy9RWaZmkZfzUdJ6WSlIJ0Fk2cCEOaGuvWhBC1wMXFheP7j+lGnVar1Tz11HhiYnLx9FQRFjZTZjto5KQuF0IIUZ9k50fjOrYVUNy6q2D6b0xSWQDw+vVsCqbfrMeci4yX4DUx2pUbmA4dOgAQFxent37v3r1cu3YNPz8/OnbseNtxTzzxBAAbNmyo+SBr2YgR0/l17QOcy/2IX9f25513Pq30sbqBCof2IP4+O/48exQnZXFOy0mp5NyhaKB4lNDw8PyaCF8IUccMHjye7eEbuZS7gz8iNjJ48HhjhyQamIZSlz/z0Ej+138Cr8V6063N0zzz0EhjhySEEAIwsy1/oFffHAWTrqH76epsvLFu7rqD5+bNm1m3bp1u4J/27dszfPhwfHx8DBFfvVHypsvNzU1v/bFjxwAICgq67ZjS60v2a0hiYnIpPc1h8ewGlXMlIwlzp+JnyNxJzTVHa1Kupd1oSVBAQDdv/qF4NoPfzx5gbXIMHlHJfO2zjXubtJK+l0I0QPuPb8F/Tn/dGAX7p28xdkiigWkodfnl6xYcvzwDgJgYsG4eZtyAhBBC1Ct3lSR49tln+fHHH4HiAQuhOIv+wQcf8OOPPzJgwIC7j7AeyM/P57PPPgNg4MCBetsuXSoeXq+8UY9L1pfs15B4eqo4ePDmNIceHpV/3BL/jcKyt4vuy4CZpoBPFdYUpKahtHNgzfx5PHviIwAC1c1pY+FO4Efv8fArX2NiZlYzNySEMCqVo5nebAcqR/ldF4YjdbkQQoia5unQhLM/R3EuOx7z+HyK0k1YkZpMml1rsi3T+MXdiaxTp3Ds1AkHb2+jxVntJMHXX3/NqlWrUCqVPP/883Ts2JHr16/rRvgdMmQIMTEx2NmVPU1dQzJ16lROnz6Nj48PL730kt42jUYDgJWVVZnHWltb6+1XkcDAwDLXR0VF4enpSUpKym3bbl1X0XJqaipgyoULFzAzq3hwypJB3krewJT8/7Rpw7me8TEX/vwX395teOedZ/XOnZ9fPFDcxeiLWFlZkJWVo1sOLDQn5f3NpDtYYpeWjVmGgojErwBXuJbIqNFzYIyai9EXycjQoC0obqVw8eJFFMqbj3VKSgrFm/Tv527LqazjDaE6563MMXfap7xtjbmMSj/TZT0zBdri2VlSU1IxVej32qrq71t9LqfKbjPUs2Ser9Wb7cCiQP/vTlU1xDIyhPz8fMwaYbK1NutyqNn6PCcnR299Tk7Obb8rZf2du9P2kuXU1FSUVfz02Bh+byqKw1D7G6KcKiq3hlJPvf32YmJibo531byZOcMpfoZv/X2oq89SQ6qnKhtbddS1cirUFg9AeOHiBZQKU1JTUnXLE0a9QWJyEhMSV/N165cxLdTy74MP0uT7hTg3aUJyQgIJzz1Hm88+Q6FUVvtzzt3W5dVOEnz77beYmJiwZcsWQkNDdesnTpzI8OHDWbFiBb/++ivDhw+vdnB38sQTT3Dy5MkqHbNixQo6d+5s0DhWrVrFggULsLCwYOXKlbd9gChpYVHeTBAl2xsia2trFi8az7kBD+G/6GsOp0VyJjOSdvOSWXnJmZOLVlMUF8UHzSJ5edpU5n7+IdGaC0y2voKdiwvPJibilFJESoEp84vMKd11IS6ukJL0U+6JE+SeOIFl27YkfPMN6qAg1Deafh48CAcPKnTT24WEKAkJaXwffoVoCFYuW8XwV0eQoirCPM+EH75aaeyQxF2SurxmeHlZkpf3McePKwgKMsXLy9LYIQlR62Jisjl06GXdclHhZ0aMRoj6pdpJghMnTtC1a1e9BEGJSZMm8e2333LixIm7Cu5OoqOjOXv2bJWOycrKMmgM27dvZ9iwYZiYmLBq1Sq6du162z42NsXzrWdmZt4xpsqO0H3q1Kky15e8kXBycgLA19f3tn1uXVfecvHbgnR8fX2r0JLgaKnzHdUdm5uVxznAx8eHvNMnaHb4ArtDcol+5xceTUkuHmPg5AlGvjEKi5e74O3Ug/gUDVmbzFlhew+5JsdR5ATi1NwTkm92XdBaXMYrwYJfkn/A396b4NdeK/OeH3yw+KesbXdbTuUdbwjVOW9ljrnTPlJGN/cp/Uzf+jvg6+tLQVEhnAZHJ0eUCtO7LqPKxlYdDe1Z+vdQ2X8D70ZDK6O7VZutCBprXQ41W5//8stHnD0bRatW6ezf3/EOLQXK/ju3Y0cG27dfp0ePAsLCLOjb14ZevWyAozg6OmJmppDfm0qq6rkru78hyqmicqvv9ZSFhYX+sqUFpIOjo2O9e5Ya0u9bZWOrjrpSTgXaQkgEXx9flCamd1w2KSziX4r/5tvEx3N10yYs27Ylb906nENCcAkJqfI9wd3X5dVOEmRkZODn51fmtpL1GRk1N7fjoUOHauzclXHgwAEGDRpEfn4+X3/9NY899liZ+3l6egJw+fLlMreXrC/ZryFTBwVh0qoNRC/D1NoKp/SbsxVkmeZjV6qvcZE6ia2HVhO6fRLL/Efi4dGcIUOmsP1kFH3b+rFixRrdh7G7aW4shKi/fv75HK9OeYYCqyKUWQo+ff9HnnzS39hhiSqQurxuCg21JTRUfwTuku4GQgghaoZLSAjX3d2Bmk1eVka1kwRarRZTU9Myt5mYFPfRLSoqqu7p67RTp07x0EMPkZmZyaJFi+7YpaJkOqUjR46Uub1kffv27Q0faB1m6d6UlEuXdLMVZCfm6/U1vnpKf/optVrNdyvm0n/3ZL7rMxtrtTSdFKKxm7hgMN6TgnR/NyYuGMyTT/5t7LBEPdGY6/LhwycTGZkBZNKnjzUBAbaEhc02dlhCGFSLFrZA8cwe+RnXcc1N41R2Kxy++5akRx+u9htaIRqDu54CsbGJjo6mX79+pKamMmPGDMaOHXvH/UNCQrCzsyMqKoqjR4/eNr/yL7/8AsAjjzxSYzHXRePnzmPg4IGkKbKwL7LFKacDJyamYe4SS26SmsCmHYwdohCijtMUpuFeqgWSpjDNyBGJ+qKx1+Xnz2cQEVGcFImIABMTmSJRNDy3Jr7y87WoVEc5M9wOl5Zlt4YWQhQzqXiX8n377beYmpqW+aNQKMrdrqzqsLh1RGJiIn379iUuLo7x48czffr0Co9RqVSMGTMGgDFjxuj1Z1y0aBHHjx+nR48e3HvvvTUWd100ddH7WL7SFZ8pA7B6tRtZ5mdwSErFMzIZh6QUPD3N9fY/lBxJ2IVteEQlE3ZhG4eSI40UuRCirlClZZGbUjyafG6KBtU1w/ZVFw2T1OVCCCFqy8vvvsFLM98iesVeBrw8mJfffcPYIVXKXX1br+5ovnVlFOBBgwYRHx8P3OxP+Nlnn7Fu3ToA3N3dWbt2rW7/0aNHc/78eaysrEhOTmbYsGG3ndPZ2ZkPPvhAb92UKVP4448/iIiIwN/fn549exITE8OBAwdwcnIiLKzxZfATstMwd/IGit8AmqgLmNP0/I3uB4n8rXTW2z/YOYB2Vt54DRpHv5HLMLdSGSFqIURd0qlZJ1JmbSLH0QqL1CyCPYKNHZIwAqnLa97NgQytdTMFGbm7rBBC1AuX0hLIf9IPb/y4DlzaEFfhMXVBtZMEDWG8gaNHjxITE6O3LjY2ltjYWAC8vLz0tqWlFTdlzcrK4ttvvy3znF5eXrd9sLCwsGDXrl3MnTuXlStXsm7dOhwcHBg6dCizZs2iefPmhrqlu7ZjRwarVxfPKTt58hUeeOD2wYsMwdXSnvOlxiBQpmbipLw5kGFuQoLBrymEaFi+27KKyaNHk3n5MuZBTYgvaEKXLmPw9FQRFjazSiPNi/pL6vKqa9HClqKiMCIiMune3fpG3+3ylR7IUAYLFkKIhq9+tvs3kOjo6Crtv3v37mpfy9LSkpkzZzJz5sxqn6M2hIba0qSJBV99lceMGU2xsqp8j5SUfREkR4Qz1/1Pzi7sTUJXf047mrD39RBizm/BC3t8TFwA+HDqfMbNepe/EvfSy7UdNgH3kHLwoG4gQ+tmzWrqFoUQDYRarWbJDz8AMGDAaPYc3oaFiwmREYUMHpzJ+vVfGDlCURukLq+6sLDZuv7Zu3eXPUWiEEKImpUUEcG1iH1Ytm1LwjffYPvww3BjdgNja9RJAmFYTt264xB8L4FffYH/62tpa6Wiqyab1Zf+ZLhvPy5cPM/Cd9+hKPYkM1teYdFHn/DEobl82Wc2Wgp5d8SLHD17gI4tuzHvC/lwL4SovIhjm/Cf85CudVLEtE3GDkkIIYQQjZynQxPO/hzFuex42jn44Ongptvm0r077j16Yn6jhZaLry/X60hrLUkSiLvyV/RR3hz9f1g2y6H9gwoGTOlLzI2WA12btqa1xc3ml0umTKH3ieP8V6kk5cB+Zr3+GgxpChS/EZy/PIz+uyczv89sTufE8nfMGTyiklnr8Df3O5nSzsrbSHcpxE2HkiM5lBRJewcffk08QKB1c3yRzrnGZuFsjnmpmQ4snM0rOEIIIURjUXraz8GDTWnf3lWm/RS1Yum8JURGneOF00tZ/9D/oTQxJTLqnLHDqpAkCYQejUbD+PH/B+Tx3HMOrFhx5369C0cs5uiuIYArZy4n4pe/kvQJzgz37Ye12pJMTfbNc8fF8YOqkHQHFbZphbhfvgQ0LfO8wc4BBNn50GzAWNpsmYKfcwC5WXmGvVkhqiHYOYBg5wBA+ubWJfamVuSWGufEQWll7JCEEELUEaWn/TxyBKysGu5Ao0IYgiQJhJ4RI6azbdsgwJW1axMZMWI6P/20sNz9r2baAK43lly5mqnG8sbSjh0ZbNuWDD1h5qx4/s7NxGlKcXPgjBQNCZ/tx76c8yaFh5McHq7ro6P19iYn9Rqnslvh89FimvQMwSUkxGD3LUSJ0qN4T50aR9++NjUyeKcwrD/Wb6ffYw+QpszHssCMt8d8R6tWr3DlSi4eHuZ88MEUHnmk7KSkEA3Njh0Z/PxzDsHBpvJ3TAghatEpTSynMmNp7+DDsrNbCHYJwJb6N+6LJAmEnpiYXEp/6S9eLp+np4qDBxNvHJOIp6eKpBvbQkNt6dlDReh2mDWzKeFXvFGUag5s3dqHgnLO6xJSnAQo6aPj6+tLfr6WdhPvZ/x4GWRJ1JzSo3iL+sPNzY3j+4/plgcMGE3C9d2o/UxISCrkyy8LeeQRGetENA6hobb4+BSn7H19PYwcjRBCNB6B6uYEqpvjW2qe2Mj0ut+94FaSJBB6bv3Sb2FhyrvvXiE8XENIiPq2txFhYTMpLJzC9pNR9G3rx9LPJvPEobllntvV3J7LpZoDe1o7c6l2bksI0cgcOK4/kOGB6TKQoRBCNFalp/0MCjKlRQvXig8SohGTJIHQExY2k4yM8WzblsegQY6sWDEbc3NrVKqj7NwZwLWDEZxeEE7q4cM4duqEc0gI362YS//dk/muz50HgHnvzYlMXTSbw5p/6OXajkVT5+kSCoeSI9kfdxqPqGTCPLfRtWlrXb9vIYSoKjMnC72BDM2cLIwckRBCCGMpPe3nypV2tGzpZ+yQhKjTJEkg9KjVahYunEC7dhl8//09/Jt1ngMxkbSbd4IvI+Po0jKAoM5j2dSqFd2+/x4TMzPd4IQajYaXX5nNPyejeC7wXZYunchbsycTffUEw7e+Qp8OY3BTvYP30O9otmcMhw5rddcNdg6gnZU3XoPG0W/kMsytVHpxST9xIURVWBaiN5ChZaGxIxJCCCGEqB8kSSDuKNg5gEAbX34M3MmIFv05df0CX0Ru4c/XQ7gcuYV7m7TSTXP48iuzWbu2P+DKunOJnIwbiMMrHfB26sG5FA05exYyZ8IUXjxXPEZBfr6WebsrF4f0ExdCVMWerXv1BjLcuuZ3nnpqPDExuXh6qggLm2nsEIUQQggh6iRJEog7SgoPJ27PXmgLkR8uxKtnD9oH92Plxd280KIfKnMLXUuCixczsXD/GnMXDblJajJNC3Ar1dw3OTdOd94jKec5lByl172gnZW3MW5RCNEAlTWQ4Z7Du7FwMSEyopDBgzNZvPgdI0YohBBCiMbmUHIkfyQeJMDSXTf7gWMd/Epe9yISdYpLSAhWHYJg92RajHkda7Ulebk5uu0ajYbR77xBdOIJsvOSaTf3fsydmpObouHCgjS95r7Nze10xwU5taCjfYBe94LcrDxj3KIQohHYf3wL/nP66/4e7Z++BZAkgRBCCCFqT7BzAI4ZxV/BS2ZAuJBxwZghlcnE2AGI+m3UO69zrrMp3kN7YB7goDdQmL2jNQGHCon+di8BhwqZ0Ls/iStWAHB2yRJS9u8zZuhCiEbEzFGpP5Cho+TIhRBCCCHKIkkCcVcOnz6q++BtYmZKbooGKB4wTJWRw/IPPsV7aA+Wf/ApriEhNBkxAoDWb72FU9duRotbCNG4OCit9f4+OZpZGzkiIYQQQoi6SV6liLtimqLRdSlwDQ0kfvYG3O3VWKRm0SkopNLnSQoPJ2FPOKeyW+Hz0WKa9AzBJaTyxwshxJ38sX67biBDZZaWaxkaej7Rj6KMXPb+vhs/P5kOSwghhBACJEkgbnEoOZItqQdoN+8yX5+/QremLXWzF5SlV8A9/DtrEzmOVlikZuJZYAG5BbQP6sm85csqfV2XkBDsO3en3cT7GT++I2ZmCkPcjhBCAPoDGXr4e9F86oO68Ql69f8PV87FGDlCIYQQQoi6QbobCD1eZ5PosfEUdoFJ9NhwCqejMYx6ZwzR3+5l5DuvotFo9Pb/ICyM9kE9McstoGNQL37dfxCT2YOYvzwMtVptpLsQQojyaW30xyfQ2ki+XAghhBCihHwyEnqO5yfyh1c+AOubXGdf2GJSH/DA26kH51M0DB/3MmeOHSNNkUXQrO388dt25i8Po//uyczvM9vI0QshRMWKruXqzbxSlJ5r7JCEEEIIIeoMSRIIPaF9BmFn5cPexBW8/Mh4wg+M0nvj9ufB7XiP7Yv9jQ/X/R57gH1/7K/UuU9pYjmVGUt7Bx8+2vEVnmeSOF9qDAL7zt1r8taEEAKA8O1/0qv/f8DGjKKMPLat3cxTT40nJiYXT08VYWEzpSWUEEIIIRotSRKIO3JS2RBV6o2biYV+M900ZX6lzxWobk6gurluTtD8PlpUrx/VjUGQn6+tkXsQQojS/Pz8uHIuhgsXiuclfvPN+ew5vBsLFxMiIwoZPDiT9eu/MHKUQtScHTsy2L79Oj16WDN1ahx9+9oQGmpr7LCEEELUEZIkEHdkn5SJxazwGwMTZqFUoNdM17LArNxjDyVH8nfCGTyikvnaZxvNCu0IVJc/CKIQQhjDvn824T/nId3ftX1TNxk7JCFqVGiorSQFhBBClEuSBEKPRqPho2mTKIo/zVS/S+QnJTBBawEpRYAFq1xcOfHZfuIUWThordj+2zbdsUfTovgnLQqPqGTCPLfRtWlrRgc8SLMBY3n4la+Jjo3V7VvWW4xevWyMcMdCiMbO3MVcr4WUuYu5kSMSQgghhDAeSRIIPZNHj+Y/p0/xpFJJyuG/+drEhJSiIpyUSlIKCnBo3pzD360gdPskdvSdg8rcgkxNNgAdHfy41ykAr0Hj6DdyGflFeYwdMoQrqalsf/55Rk6ejLW1NVD2WwzpbiCEMAZ7Uyu9FlLqIjM8/L1Q2Jqhzcjjr6278PPzM3aYQgghhBC1QpIEQs/1S5dwUhY/Fk5KJWTmMynFH2dlBskFtnQtaFLpc00ePZqOERHc7+hIyr59LJkyhUkfflhToQshRLX8sX47/R57gDRlPpYFZqRfz6T51Ad1SYNe/f/DlXMxxg5TCCGEEKJWSJJA6Pn30iW2m+dR5KzGJFmDeUYO8QX/R3xB8fbTp79i6rQ46AlTp8Wh9UwiVnEej/xkXrz0K728WtLsxrkyL1/WSzjkJiSUe10ZREkIYSxubm4c339Mt9w0yE+v+4HWRqpKIYQQQjQe8slH6LlgVYj3u4/q3qCdf38DnE8EXIFE2rWzYtpUd/rvhmlT3ck6Fk9y+BVSD+fi2OkKdpbNOHzjXFYeHqRER+u6Kpg3Kb8VggyiJISoM67l6nU/KErNxr9LF7JMC1HlFPHj0qW6WVqEEEIIIRoaSRIIPSZOar03aKomdgxqt5XtJ6Po29aP5cvf19vfJSQEl5AQ3XJuVp7u/+d8+SWTR47kytatePTvzxuTJtXOTQghxF3Ys/1PevX/z40xCfKxcHDF4ZUOuN1IGvzvpZeIPnrU2GEKIYQQQtQISRIIPeZ55npv0CzyLfhuxVz6757Md31mY6221A1UeKuk8HAS9oRzKrsVPh8tpknPED5csYJNrVrx8IoVerMbCCFEXeXn56c3BkGTjv56ydNsrhsrNCGEEEKIGidJAqHnwPrfCflvX66bF2BfYM7+37bqbT+UHMn+uNN60xwGOwcAxa0K7Dt3p93E+xk/viNmZgqK8vONcRtCCGEwZtc0uuRp1pU0cq9fp1mnFjLzgRBC1BMlY18FB5vy4Yc5PPlkhnRzFeIOJEkg9Li5ubHm0+957cq3rO82lShtEvsvHNBLCoxs8aBumkNzK5WxQxZCiBr1UMdunJm1iRxHK2JSrxMwdaDMfCCEEPVIydhXFy7kAuDrKwkCIe7ExNgBiLpFo9Hw9tsf88+4cwwbPo1WFk0Z2eJBnv0ovDg5cDaJcx8t5lR2K859tJik8HBjhyxElWk0Gp56ajxduozhySfHodFojB2SqMMWrVhBxy59aG/ZFHMbS/2ZD9RKeZaEEEII0aBISwKh59kBr7J91zOAK+vPJfLsgFf5aeNXuu1ldSkQor4ZMWI6P//cF3Dl4MFEFIrpzJv3qrHDEnWUWq1myQ8/ANDE10Nv3JacxOtsT9yIhYsJkRGFDB6cyeLF7xg5YiGEEEKI6pMkgdBzNdOG4ukOAVxvLN+k0WgYNmw6kMrTTzvw7bczUavVtR2mEHclJiaX0s958bIQFfvx6+8ZPHIopnYqtBn5mCpV+MzsrUsa7J++BZAkgRBCCCHqL0kSCD1NrK4DiRR/gUrEseCKrnuBz0eLmbztFOtvtDT49ddETE2n89NPC40btBBV5Omp4uDBm8+5l5e5sUMS9YSXlxfh23bj6+sLgEeQr173AxM7E0L69cHEVgXXZWBDIYQQQtQ/kiQQet4Ke5MLI2YTczmXFj5qJn4xjZYe9+i6F1xd+xryBlbUd2FhM1EophMTk4uXlznLl79HYmKiscMS9ZCD0lqv+0FuZg7+UwfIwIZCCCGEqLckSSD09PLuyOrP5vDS+c/Z1ncBluZK8vO1uu3yBlY0BGq1+rYWMJIkENXxx/rt9HvsAdKU+VgWmGFpY6VrWaC0UpFlVqA3XaJCIeO4CCGEEKJukySBqJKwsJlotdNZsyaVxx93ZPny94wdkhBCGI2bmxvH9x/TLXv4e+paFsT8EIH/Ow/rWhV079sLExNT6YoghBBCiDpNkgRCz6HkSLalHCD9lAvLfbbSpUkAHez8ddvVajWrVn2ASnWUVav0ZzfYsSOD7duv06OHNVOnxtG3rw339bI0xm0IIYRR/LV1Fz0euA8TWxV5JkV64xXkWYD/O/11SYOeD9xHj6AniYnJxckpn/nzxxg5eiGEEEIIMDF2AMaSmZnJd999x2uvvUbnzp0xNzdHoVAwb968Co+9fPkyI0aMoGnTplhYWBAQEMC0adPIyckp95icnBymT59OQEAAFhYWNG3alBEjRnD58mVD3tZdC3YO4HHn7px49wFGBTxMsHNApY8NDbVl3jwP9uxpybx5HoSG2tZgpEIIUff4+fkRvm03e37Zhiq9gNwUDQC5KRqUVuZ6SYNCKxO2h2/kUu4O9h3bxauvzuGpp8bTpcsYnnxyHJmZmca8lXpB6nIhhBDC8BptS4Jz584xZMiQKh8XFRVFt27dSEpKom3btvTs2ZNDhw4xa9Ys/vjjD3bt2oW5uX4//ZycHEJDQ4mIiMDd3Z2BAwcSHR1NWFgYGzduZN++fdLkVAghGpi/tu6iV///oLA1Q5uRj6IgX2+Qw5zMHFrO6adbPj5xHSeiHLBwMeHs3lx2PrQSCxc1XM9jy5qNvPvuZ1y5UkBAgC1hYTONfXt1gtTlQgghhOE12iSBjY0NL7zwAp07d+bee+9lzZo1zJ49u8LjRowYQVJSEq+//jpLliwBoKCggKeeeoq1a9cyZ84c3ntPv5/+nDlziIiIoFu3bmzbtg21uvhN0qJFixg/fjwjRozgzz//NPxNCiGEMBo/Pz+9mQ2ioqJ0XRG4no/azkqvZYHC3gz/d3pj7qTmwrLdeAy6X5dAuO+hvhRp7bFwMeFSRCEDBsRx+lIEJrYqCq5lo0CBqb1FoxvrQOpyIYQQwvAabXcDPz8/li1bxqhRo+jYsSNKZcX5kr///pu//voLV1dXFixYoFuvVCpZunQpZmZmfPzxx+Tn5+u25efn8/HHHwPw6aef6j5UAIwbN4727dvz119/cfjwYQPenRBCiLqmdFeEK+didNMnwo3uCNY3uyOYmCn1EghFtkr85/SmxfsP4j+nD0didtN8an98Zw5A2b4JntMfwnfmADym9KdX//8Y7R5rm9TlQgghhOE12iRBdWzcuBGARx999LZmiE2aNKFnz56kpaURHh6uW793716uXbuGn58fHTt2vO2cTzzxBAAbNmyowcirb8eODKZOjdMNRrhjR4axQxJCiAbhj/XbyVl6gKvztqL5OByHfDNd0qAo787jGZi5qstNKGhtGm0jwUppjHW5EEIIURXySaIKjh0rnuYqKCiozO1BQUHs3LmTY8eO0adPn0ofU3q/uiY01Pa2AQjz87VGikYIIRqO0tMnXrhwgaSkJEa+MYo0ZT62WVouzdyMqZ0FXM/HycZKbzyD/KTruuWShELJtqL0XCPfWd3WGOtyIYQQoiokSVAFly5dAqBZs2Zlbi9ZX7JfdY8RQgjR+Li4uOiSBlCcOADw9fXl6tWr/OeRUFJURVgXqdj6/W8Meu4p3ZgEl05svjEmQT7h26Rf/J1IXS6EEELcmSQJqkCjKW76aWVlVeZ2a2trvf2qe8ydBAYGlrn+zJkzKJVK7r//fgC9fpkFBQV66yq3rKBNGxMUCoXedbKytGRlabGw0NKkiQIrq+Kf8mi1WnJjYxnXpg2FhYW3xVaRW2Or6j7lbStrfVXKqTJxVUd1zitlZJhjKtqnMuVR1rqqLhuKPEsVq69llKMsZMiQIVgWKeFaEdZK6+Jt14pQKs158MEHK30/ZYmJiUGlUt3VOeqyulCXQ83X5/J7Y7wyulPMd7u/IcqponKTeqrsdfL7Jp95KrOtvHJKKEintfkGFApFrTxLd1uX19skwRNPPMHJkyerdMyKFSvo3Llzta+p1RY3s7/1i/Ot2+/2mOpQKBSoVCrMzc1JSUnByckJE5PiISdMTU311lW0fOnSJczNQaW6fXRsO7vin6pQ+fsDUFRUdFtsFbk1tqruU962stZXpZxK3hYZegTxytxvdY6RMrq7Mipv+92WUcnvGzSMcpJnqeJ96kMZqVQq3ZfemiZ1+e0MVZ/L743xyqiy91yd/Q1RThWVm9RTdedZakhl1FifpezCPLIV+ZgVKNCY5WBpZnHb3/eaeJbuui7X1lOdOnXSAlX62bVrV7nnmz59uhbQzp07t9x9OnbsqAW0v/32W5nbFy9erAW048aN060bO3asFtCOHTu2zGP++ecfLaANCgqq3I1X4OLFi1pAe/HixXLXVbTcpk0bbZs2bQwST0WxGeKYO+1T3ra7LScpo4sVLjekMipvu/y+VW6bPEsVb6urZVTTpC4vX119JuT3pnKqWk6V3d8Q5VRRud26XZ6lixUuSxldrNSylNPFCpfrSn1eb1sSHDp0qNav6enpydGjR7l8+XKZ20vWe3p66h1TeltljhFCCCEaA6nLhRBCiLpHpkCsgg4dOgBw5MiRMreXrG/fvv1dHSOEEEKImiF1uRBCCHFnkiSogocffhgongc5N1d/iqmEhAT27NmDnZ0dPXr00K0PCQnBzs6OqKgojh49ets5f/nlFwAeeeQRg8Rob2/P9OnTsbe3L3ddRcs1pTrXqcwxd9qnvG11tZykjCpmjDIqb3tdLaPqXkeeJcMc05DKqCGqD3U51N1nQn5vKqeq16ns/oYop4rKra6WUWWPaUjPkpRR5Ug51QBj93eoKyrTj1Gr1WpDQkK0gPaNN97QrcvPz9f+97//1QLaKVOm3HbM5MmTtYC2e/fuWo1Go1u/cOFCLaDt0aOHwe7DEOpKX5i6TMqoYlJGlSPlVDEpo4pJGRWTuvwmeSYqJmVUOVJOFZMyqhwpp4rVlTKqt2MSGMKgQYOIj48HbvYn/Oyzz1i3bh0A7u7urF27Vu+YsLAwunXrxpIlS9i5cydt2rTh77//5sKFC3Tp0oXJkyffdp0pU6bwxx9/EBERgb+/Pz179iQmJoYDBw7g5OREWFhYzd6oEEII0UBJXS6EEEIYlkKrNeC8PfWMt7c3MTEx5W738vIiOjr6tvWxsbFMmzaNrVu3kpqaSvPmzXnmmWeYNGkSlpaWZZ4rOzubuXPnsnLlSmJjY3FwcKB///7MmjWL5s2bG+qWhBBCiEZF6nIhhBDCsBp1kkAIIYQQQgghhBA3ycCFQgghhBBCCCGEACRJIIQQQgghhBBCiBskSSCEEEIIIYQQQghAkgRCCCGEEEIIIYS4QZIEQgghhBBCCCGEACRJIIQQQgghhBBCiBskSSCEEEIIIYQQQghAkgSiBvz1118MHDgQLy8vFAoFM2bMMHZIRrVt2zY6deqEhYUFHh4eTJkyhcLCQmOHVafIM1OxsLAw7rvvPlxcXLCxsaFTp0788MMPxg6rzvnll1/o3Lkzjo6OWFhY0KJFC6ZMmUJeXp6xQ6uTduzYgampKd7e3sYORdRB8rdZn9TnFZNnpmJSn1dM6vKqqYm6XJIEwuA0Gg1t2rRhwYIFuLm5GTscozp69CiPPPIIvXr14ujRo3z00Ud88sknTJ482dih1SnyzFRsx44dDBgwgM2bN3P06FGefvppnn/+eVavXm3s0OoUR0dH3n77bfbs2cOZM2f4v//7P7788kveeustY4dW58TFxTF06FD69etn7FBEHSV/m2+S+rxy5JmpmNTnFZO6vPJqrC7Xinrt0KFD2rlz52oHDRqkbdq0qRbQmpubV3hcdna2dtq0aVp/f3+tubm51t3dXTt8+HBtbGysQePz8vLSTp8+3aDnNJTaKLvBgwdrg4KC9NYtWbJEa2lpqb1+/brB7qUm1fYzVpefmfIY6/fwwQcf1P73v/+92/BrjbHK6c0339S2bdv2bsOvFbVVRgUFBdpevXppFyxYoJ0+fbrWy8vLwHciqkrq8+qT+rxypD6vmNTnFZO6vGINoS6XJEE9N3DgQC2g91PRQ5idna3t3r27FtC6u7trn3rqKW3nzp21gNbFxUV7/vx5g8VXlyuI2ig7Ly8v7ZQpU/TWnT9/Xgtod+/ebfB7qgm1/YzV5WemPMb6PezWrZt21KhRhrqNGmeMcvr333+1LVu21L722muGvJUaU1tl9Pbbb2sffPBBbVFRkSQJ6gipz6tP6vPKkfq8YlKfV0zq8oo1hLpckgT13Lx587TTpk3TbtiwQXv16tVKPYRTp07VAtpu3brpZb8XLlyoBbS9evXS2z8lJUV77ty5O/4kJCSUea26XEHURtmpVCrtp59+qrdOo9FoAe3KlSsNdzM1qDbKqbS6/MyUp7bLSKvVar/55hutmZmZ9vDhwwa5h9pQm+VkbW2tValUWkA7evRobUFBgUHvpabURhlt3LhR6+HhoU1MTNRqtVpJEtQRUp9Xn9TnlSP1ecWkPq+Y1OUVawh1uSQJGpiKHsK8vDytvb29FtAeOXLktu3t27fXAtpDhw7p1k2fPv22bNitP0OHDi3zevWpgqiJsivrQ0VmZqYW0K5atcpwwdeimiin0urTM1Oemi6jdevWac3NzbXLly83WMzGUJPldO7cOe3x48e1y5cv17q6umqnTZtm0Nhri6HLKDY2Vuvi4qLdtWuXbh9JEtRNUp9Xn9TnlSP1ecWkPq+Y1OUVq491uQxc2Mjs3buXa9eu4efnR8eOHW/b/sQTTwCwYcMG3bpp06aRn59/x5/ly5fX2j0YS3XKzt3dnfj4eL39Spbd3d1rMFrjqU45NTZ3U0Y//vgj//vf//j8888ZPnx4jcdqTHdTTi1atKBdu3YMHz6cBQsW8P7775OZmVnjMde2qpbRoUOHSEpK4v7770epVKJUKpk5cyYxMTEolcpG8be8oZD6vPqkPq8cqc8rJvV5xaQur1hdrMuVd30GUa8cO3YMgKCgoDK3l6wv2Q/AxMQEExPJJ1Wn7EJCQtiyZQuzZs3Srdu8eTOWlpZ06tSpBqM1nuqUU2NT3TL66quveO211/jmm294+umnazbIOsCQz5JWqyU/P99wwdURVS2j0NBQTpw4obfPZ599xm+//cbvv/+Oh4dHDUYrDEnq8+qT+rxypD6vmNTnFZO6vGJ1sS6XJEEjc+nSJQCaNWtW5vaS9SX7VYdGo+H8+fMA5OXlcfXqVf755x9UKhVt2rSp9nmNrTplN378eLp27cr48eN58cUXOX36NNOmTeP1119HrVbXfNBGUJ1yaqjPTHmqU0aLFi3i7bff5tNPP6VPnz5cvXoVAFNTU1xcXGo4YuOoTjnNmjWLLl264Ovri1ar5eDBg7zzzjsMHDgQe3v7Go+5tlW1jGxsbGjbtq3ePq6urpiZmd22XtRtUp9Xn9TnlSP1ecWkPq+Y1OUVq4t1uSQJGhmNRgOAlZVVmdutra319quOQ4cOcd999+mWv/jiC7744gu8vLyIjo6u9nmNrTplFxQUxIYNG5g4cSKffPIJTk5OvPLKK8ycObPmAzaS6pRTQ31mylOdMvroo48oLCzkpZde4qWXXtKtb6hlBNUrp+zsbF577TViY2NRKpV4e3szduxYXn/99ZoP2Ahq42+6qJukPq8+qc8rR+rzikl9XjGpyytWF+tySRI0MsVjZ4BCobjj9rvRp08fg5ynrqlu2T3wwAM88MADNRZXXVOdcmqoz0x5qlNGDfGDQ0WqU05z5sxhzpw5NRpXXWKIv+kzZsxgxowZhgxL1AKpz6tP6vPKkfq8YlKfV0zq8orVxbpcOqY1MjY2NgDlDvqRlZUF0GCbzt0NKbvKkXKqmJRR5Ug5VUzKqPGSf/vqk7KrHCmnikkZVUzKqGJ1sYwkSdDIeHp6AnD58uUyt5esL9lP3CRlVzlSThWTMqocKaeKSRk1XvJvX31SdpUj5VQxKaOKSRlVrC6WkSQJGpkOHToAcOTIkTK3l6xv3759rcVUX0jZVY6UU8WkjCpHyqliUkaNl/zbV5+UXeVIOVVMyqhiUkYVq5NlpBUNCqA1Nzcvd3tubq7Wzs5OC2iPHDly2/b27dtrAe3BgwdrMsw6ScqucqScKiZlVDlSThWTMmq85N+++qTsKkfKqWJSRhWTMqpYfSwjSRI0MBU9hFqtVjt58mQtoO3evbtWo9Ho1i9cuFALaHv06FHTYdZJUnaVI+VUMSmjypFyqpiUUeMl//bVJ2VXOVJOFZMyqpiUUcXqYxlJkqCe27hxo7ZLly66H0CrUCj01m3cuFHvmOzsbN2+7u7u2qeeekq37OTkpD137pyR7qZ2SdlVjpRTxaSMKkfKqWJSRo2X/NtXn5Rd5Ug5VUzKqGJSRhVrCGUkSYJ6LiwsTAvc8ScsLOy247KysrRTp07V+vn5aVUqlbZJkybaoUOHai9dulT7N2EkUnaVI+VUMSmjypFyqpiUUeMl//bVJ2VXOVJOFZMyqpiUUcUaQhkptNpGNJmpEEIIIYQQQgghyiWzGwghhBBCCCGEEAKQJIEQQgghhBBCCCFukCSBEEIIIYQQQgghAEkSCCGEEEIIIYQQ4gZJEgghhBBCCCGEEAKQJIEQQgghhBBCCCFukCSBEEIIIYQQQgghAEkSCCGEEEIIIYQQ4gZJEgghhBBCCCGEEAKQJIEQQgghhBBCCCFukCSBEEIIIYQQQgghAEkSCCGEEEIIIYQQ4gZJEghRzykUijv+9OnTx9ghigp88803ev9m9vb2t+1Tsu1OZsyYgUKhYMaMGdWO5c0335TnRwghapnU5fWf1OWiIVEaOwAhhGEMHTq0zPWtWrWq5UhEdXXo0IF77rkHKysro8XQuXNnhg4dikajYc2aNUaLQwghGiOpy+s/qctFQyBJAiEaiG+++cbYIYi79Nhjj93VmwNDGDx4MIMHDyY6Olo+WAghRC2Turz+k7pcNATS3UAIIYQQQgghhBCAJAmEaDSGDRuGQqFg9+7d/P7779x3333Y29ujUCi4du2abr8NGzbwwAMP4OTkhIWFBQEBAUydOhWNRlPmeaOjo3nmmWdwcnJCrVbTvXt3Nm3axO7du1EoFAwbNkxv/z59+qBQKIiOji7zXHfqO1eV2EpfZ926dXTt2hVra2scHR155plnuHz5cpnX0Gq1/PDDD4SGhuqu4+vry+DBgwkPDwfg559/RqFQ8Oyzz5Z5DoDhw4ejUCj4/vvvy92nNtzaR7KsH2O/8RBCCFE5UpdLXS51uagN0t1AiEZm5cqVLFu2jODgYB588EGioqJ0g+iMHz+eRYsWYWFhQefOnXF2dubw4cO8//77bNmyhT///BNra2vduaKioujevTuJiYkEBAQQFBTExYsXefTRR3nppZcMGndVYyvx2WefsXDhQoKDg+nfvz9///03P/74I4cPH+bYsWNYWlrq9i0sLOTpp5/ml19+wdzcnB49euDs7MylS5dYu3YtKpWKkJAQHnvsMdzc3FizZg0ff/wxjo6OetfMyMjg559/xt7enieeeMKg5VBVLVq0KLeP69atW0lISMDU1LSWoxJCCHE3pC6XuryE1OWiRmiFEPUaoK3Mr/LQoUN1+/7444+3bV+9erUW0Hbs2FF78eJF3fq8vDztqFGjtID2rbfe0jumX79+WkD7yiuvaAsLC3Xrv/rqK921hg4dqndM7969tYDeNUpcvHhRC2h79+5917GVXMfa2lq7Y8cO3frMzExt9+7dtYD266+/1jtm1qxZWkDbrl07bXR0tN62lJQU7d69e3XLkyZN0gLaxYsX33YfS5cu1QLa11577bZtZQkLC9MC2unTp5e7T2X+nadPn17heUqsWbNGq1AotF5eXtrExMTbtpf3byGEEMLwpC6XuryE1OWiLpAkgRD1XEmFU95PWlqaVqu9+cHi4YcfLvM8HTp00ALaM2fO3LYtOztb6+bmprW3t9d9gDh//rwW0Do4OGg1Gs1tx5RU3ob4YFHV2EpfZ8qUKbcds2bNmttiy83N1drb22sVCoX277//vu2YsmI1MTHRtm3b9rZtnTp10gLaY8eOVXgerbZqHywq81PRB4t//vlHa21trbW2ti43RvlgIYQQtUfqcqnLpS4XdYl0NxCigSivGZpKpdJbHjBgwG37JCYmcuzYMVq3bk3Lli1v225hYUFwcDAbN27k3LlztGzZUten76GHHiqzaeDTTz9NREREdW7lrmMrrV+/frcdExAQAEB8fLxu3aFDh7h27RqdOnUiODi4wri8vb154IEH2LJlC/v376dr164AHD16lMOHD9OlSxfat29fpXutjPL+nQH++ecfjh07dsfjk5KSGDhwIFlZWaxZs6ZGYhRCCFE9UpdLXS51uagLJEkgRANR2WmTPD09b1sXExMDwOnTp3V9GsuTnJxMy5YtiYuLK/d8d1pfVdWJrbRmzZrdtp9arQYgNzdXty42NhYAPz+/Ssc2evRotmzZwldffaX7YPHVV18BMHLkyEqfpyru9O88Y8aMO36wyMvL47///S8xMTHMmjWLQYMG1UCEQgghqkvqcqnLpS4XdYEkCYRoZCwsLG5bV1hYCIC7u3uZ2frSnJycgOKRg4EKK/uqKCoqMkhspVU1vqrs/8gjj9CsWTNWr17N4sWLUSqVrFy5EhsbG/73v/9V6bq14ZVXXmHv3r089dRTTJkyxdjhCCGEqCapy+9M6nIh7o4kCYQQugy9m5tbpd9iNG3aFLj5duBWly5dKnN9SZPJsqY6KnkDcLexVUfz5s0BOH/+fKWPMTU15cUXX2TGjBmsWrUKc3Nz0tPTGTVqlO4NR12xePFivv76azp16lSj5SiEEMI4pC6XulwIQzExdgBCCONr1qwZLVu25Pjx41y8eLFSx4SEhACwefNmMjMzb9v+448/lnmcu7s7AJGRkbdt27Ztm0Fiq47g4GDs7e05cuQIhw8frvRxL774Iqampnz11Vc13jyxurZt28Zbb72Fm5sb69at05sqSgghRMMgdbnU5UIYiiQJhBAATJkyhcLCQh5//HFOnjx52/aoqCiWL1+uW27RogWhoaGkpaXx7rvv6jUvDAsLK3ego969ewOwcOFCsrKydOv/+OMPFi9ebJDYqkOlUjF27Fi0Wi0vvPDCbW9CUlNTdQM8lebh4cEjjzzCoUOHCA8Pp0OHDpUaLKm2REZG8r///Q+lUsnatWvL7NcphBCiYZC6XOpyIQxBuhsIIQB47rnnOHHiBAsWLOCee+6hY8eO+Pj4kJGRQUxMDGfOnKFDhw6MGDFCd8zSpUsJCQnhk08+Yfv27QQFBXHx4kUOHDjASy+9xOeff37bdZ555hkWLFhAREQErVu35t577yU2NpZDhw4xbtw4PvjgA4PEVh2TJk3i6NGjrFu3Dn9/f3r27ImzszOXLl3iyJEj/O9//9O9dSlt9OjR/PbbbwCMGjXqrmIwtPnz53Pt2jVatGjB559/Xua/yWOPPcZjjz1W+8EJIYQwKKnLpS4XwhAkSSCE0Jk/fz4PPPAAn3zyCfv27ePYsWM4ODjQrFkzJkyYwNNPP623v7+/P/v372fixIls376d3377jXbt2rFu3TpsbW3LrMQsLS3ZsWMHEyZMYOvWrWzevJnAwEBWr15NcHBwmR8sqhNbdSiVStasWcO3337L8uXLOXjwIHl5ebi7u/P4448zevToMo/r3bs3pqamqFQqnn322buOw5BKBos6f/58uX00vb295YOFEEI0EFKXS10uxN1SaEuGNRVCCAPavXs39913H0OHDm3wg+usXLmSZ599ttr3+s033zB8+HCmT5/OjBkzDB5fdURHR+Pj40Pv3r3ZvXu3scMRQghhBFKXV57U5aIhkZYEQghxF/Lz81mwYAEAr7766l2da926dURHR2NlZcVnn31miPCqbOXKlWzbtq3MEauFEEKIhkjqciH0SZJACCGqYf369axbt46DBw9y6tQpBg0axL333ntX5zx27BjHjh3Dzs7OaB8sDh48yLfffmuUawshhBC1SepyIcomsxsIIUQ1HDlyhLCwMOLi4nj22WfvakTmYcOGodVqdT/Xrl0zXKBVtHjxYr1YpHmiEEKIhkrqciHKJmMSCCGEEEIIIYQQApCWBEIIIYQQQgghhLhBkgRCCCGEEEIIIYQAJEkghBBCCCGEEEKIGyRJIIQQQgghhBBCCECSBEIIIYQQQgghhLhBkgRCCCGEEEIIIYQAJEkghBBCCCGEEEKIGyRJIIQQQgghhBBCCECSBEIIIYQQQgghhLhBkgRCCCGEEEIIIYQAJEkghBBCCCGEEEKIGyRJIIQQQgghhBBCCECSBEIIIYQQQgghhLhBkgRCCCGEEEIIIYQA4P8B5fNz3RBdyQYAAAAASUVORK5CYII=",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fig, axs = plt.subplots(2,2,figsize=(7,4), sharex=True, dpi=150)\n",
+ "\n",
+ "ax1 = axs[0][0]\n",
+ "ax2 = axs[1][0]\n",
+ "bx1 = axs[0][1]\n",
+ "bx2 = axs[1][1]\n",
+ "\n",
+ "common_args = {\n",
+ " 'fmt': 'o',\n",
+ " 'markersize': 2, \n",
+ " 'markeredgecolor':'black', # Color of the marker border\n",
+ " 'markeredgewidth':0.25, # Width of the marker border \n",
+ " 'elinewidth': 0.50, \n",
+ " 'capsize': 1, \n",
+ " 'capthick': 0.50,\n",
+ "}\n",
+ "\n",
+ "ax1.errorbar(CS_10mV.index.to_numpy(), CS_10mV[\"Z\"].to_numpy(), CS_10mV[\"Z STD\"].to_numpy(),\n",
+ " color='mediumblue', ecolor=\"mediumblue\", label=\"CS 10 mV\", **common_args)\n",
+ "ax1.errorbar(CS_20mV.index.to_numpy(), CS_20mV[\"Z\"].to_numpy(), CS_20mV[\"Z STD\"].to_numpy(),\n",
+ " color='firebrick', ecolor=\"firebrick\", label=\"CS 20 mV\", **common_args)\n",
+ "ax1.errorbar(CS_30mV.index.to_numpy(), CS_30mV[\"Z\"].to_numpy(), CS_30mV[\"Z STD\"].to_numpy(),\n",
+ " color='mediumseagreen', ecolor=\"mediumseagreen\", label=\"CS 30 mV\", **common_args)\n",
+ "\n",
+ "ax2.errorbar(CS_10mV.index.to_numpy(), CS_10mV[\"theta\"].to_numpy(), CS_10mV[\"theta STD\"].to_numpy(),\n",
+ " color='mediumblue', ecolor=\"mediumblue\", label=\"CS 10 mV\", **common_args)\n",
+ "ax2.errorbar(CS_20mV.index.to_numpy(), CS_20mV[\"theta\"].to_numpy(), CS_20mV[\"theta STD\"].to_numpy(),\n",
+ " color='firebrick', ecolor=\"firebrick\", label=\"CS 20 mV\", **common_args)\n",
+ "ax2.errorbar(CS_30mV.index.to_numpy(), CS_30mV[\"theta\"].to_numpy(), CS_30mV[\"theta STD\"].to_numpy(),\n",
+ " color='mediumseagreen', ecolor=\"mediumseagreen\", label=\"CS 30 mV\", **common_args)\n",
+ "\n",
+ "common_args['fmt'] = 's'\n",
+ "\n",
+ "bx1.errorbar(HS_10mV.index.to_numpy(), HS_10mV[\"Z\"].to_numpy(), HS_10mV[\"Z STD\"].to_numpy(),\n",
+ " color='mediumblue', ecolor=\"mediumblue\", label=\"HS 10 mV\", **common_args)\n",
+ "bx1.errorbar(HS_20mV.index.to_numpy(), HS_20mV[\"Z\"].to_numpy(), HS_20mV[\"Z STD\"].to_numpy(),\n",
+ " color='firebrick', ecolor=\"firebrick\", label=\"HS 20 mV\", **common_args)\n",
+ "bx1.errorbar(HS_30mV.index.to_numpy(), HS_30mV[\"Z\"].to_numpy(), HS_30mV[\"Z STD\"].to_numpy(),\n",
+ " color='mediumseagreen', ecolor=\"mediumseagreen\", label=\"HS 30 mV\", **common_args)\n",
+ "\n",
+ "bx2.errorbar(HS_10mV.index.to_numpy(), HS_10mV[\"theta\"].to_numpy(), HS_10mV[\"theta STD\"].to_numpy(),\n",
+ " color='mediumblue', ecolor=\"mediumblue\", label=\"HS 10 mV\", **common_args)\n",
+ "bx2.errorbar(HS_20mV.index.to_numpy(), HS_20mV[\"theta\"].to_numpy(), HS_20mV[\"theta STD\"].to_numpy(),\n",
+ " color='firebrick', ecolor=\"firebrick\", label=\"HS 20 mV\", **common_args)\n",
+ "bx2.errorbar(HS_30mV.index.to_numpy(), HS_30mV[\"theta\"].to_numpy(), HS_30mV[\"theta STD\"].to_numpy(),\n",
+ " color='mediumseagreen', ecolor=\"mediumseagreen\", label=\"HS 30 mV\", **common_args)\n",
+ "\n",
+ "ax1.grid(True, which=\"both\", ls=\"-\", alpha=0.5)\n",
+ "ax2.grid(True, which=\"both\", ls=\"-\", alpha=0.5)\n",
+ "bx1.grid(True, which=\"both\", ls=\"-\", alpha=0.5)\n",
+ "bx2.grid(True, which=\"both\", ls=\"-\", alpha=0.5)\n",
+ "\n",
+ "ax1.legend(markerscale=2)\n",
+ "bx1.legend(markerscale=2)\n",
+ "\n",
+ "ax1.set_ylabel('|Z| [Ohm]')\n",
+ "ax2.set_ylabel('Phase [deg]')\n",
+ "ax2.set_xlabel(\"Frequency [Hz]\")\n",
+ "bx2.set_xlabel(\"Frequency [Hz]\")\n",
+ "\n",
+ "ax1.set_xscale(\"log\")\n",
+ "ax1.set_yscale(\"log\")\n",
+ "bx1.set_xscale(\"log\")\n",
+ "bx1.set_yscale(\"log\")\n",
+ "\n",
+ "ax2.set_xscale(\"log\")\n",
+ "ax2.set_yscale(\"linear\")\n",
+ "bx2.set_xscale(\"log\")\n",
+ "bx2.set_yscale(\"linear\")\n",
+ "\n",
+ "ax1.set_ylim(bottom=10, top=10**6)\n",
+ "bx1.set_ylim(bottom=10, top=10**6)\n",
+ "ax2.set_ylim(bottom=-100, top=-180)\n",
+ "bx2.set_ylim(bottom=-100, top=-180)\n",
+ "\n",
+ "plt.tight_layout()\n",
+ "plt.plot()\n",
+ "\n",
+ "plt.savefig('doublecolumn_bode_plot.png', dpi=600)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 199,
+ "id": "68715eac-2f14-4dcf-9504-9107b53bcf0c",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "[]"
+ ]
+ },
+ "execution_count": 199,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fig, (ax1, ax2) = plt.subplots(2,1,figsize=(8,4), sharex=True, dpi=150)\n",
+ "\n",
+ "ax1.errorbar(HS_df_10mV_means.index.to_numpy(), HS_df_10mV_means[\"Z\"].to_numpy(), HS_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=\"HS 10 mV\")\n",
+ "ax1.errorbar(HS_df_20mV_means.index.to_numpy(), HS_df_20mV_means[\"Z\"].to_numpy(), HS_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=\"HS 20 mV\")\n",
+ "ax1.errorbar(HS_df_30mV_means.index.to_numpy(), HS_df_30mV_means[\"Z\"].to_numpy(), HS_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=\"HS 30 mV\")\n",
+ "\n",
+ "ax2.errorbar(HS_df_10mV_means.index.to_numpy(), HS_df_10mV_means[\"theta\"].to_numpy(), HS_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=\"HS 10 mV\")\n",
+ "ax2.errorbar(HS_df_20mV_means.index.to_numpy(), HS_df_20mV_means[\"theta\"].to_numpy(), HS_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=\"HS 20 mV\")\n",
+ "ax2.errorbar(HS_df_30mV_means.index.to_numpy(), HS_df_30mV_means[\"theta\"].to_numpy(), HS_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=\"HS 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 [Hz]\")\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%20EIS%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": 200,
+ "id": "36bd74ca-8cf3-43b3-83ef-aa9c4253af41",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "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",
+ " # CS stuff #\n",
+ " # ######## # \n",
+ " ax.errorbar(x=(CS_df_10mV_means)[\"Z'\"].to_numpy(), y=(-CS_df_10mV_means)[\"Z''\"].to_numpy(), \n",
+ " xerr=(CS_df_10mV_err)[\"Z\"].to_numpy(), yerr=(CS_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=\"CS1 10 mV\")\n",
+ " ax.errorbar(x=(CS_df_20mV_means)[\"Z'\"].to_numpy(), y=(-CS_df_20mV_means)[\"Z''\"].to_numpy(), \n",
+ " xerr=(CS_df_20mV_err)[\"Z\"].to_numpy(), yerr=(CS_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=\"CS1 20 mV\")\n",
+ " ax.errorbar(x=(CS_df_30mV_means)[\"Z'\"].to_numpy(), y=(-CS_df_30mV_means)[\"Z''\"].to_numpy(), \n",
+ " xerr=(CS_df_30mV_err)[\"Z\"].to_numpy(), yerr=(CS_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=\"CS1 30 mV\") \n",
+ "\n",
+ " ax.plot((CS_df_10mV_means)[\"Z'\"].to_numpy(), (-CS_df_10mV_means)[\"Z''\"].to_numpy(), 's-',\n",
+ " linewidth=1, alpha=0.5, color='mediumblue', markersize=2)\n",
+ " ax.plot((CS_df_20mV_means)[\"Z'\"].to_numpy(), (-CS_df_20mV_means)[\"Z''\"].to_numpy(), 's-', \n",
+ " linewidth=1, alpha=0.5, color='firebrick', markersize=2)\n",
+ " ax.plot((CS_df_30mV_means)[\"Z'\"].to_numpy(), (-CS_df_30mV_means)[\"Z''\"].to_numpy(), 's-', \n",
+ " linewidth=1, alpha=0.5, color='mediumseagreen', markersize=2)\n",
+ "\n",
+ " # ######## #\n",
+ " # HS 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 = 'o', \n",
+ " ecolor=\"mediumblue\", elinewidth=0.250, capsize=2, capthick=0.50,\n",
+ " label=\"HS1 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 = 'o', \n",
+ " ecolor=\"firebrick\", elinewidth=0.250, capsize=2, capthick=0.50,\n",
+ " label=\"HS1 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 = 'o', \n",
+ " ecolor=\"mediumseagreen\", elinewidth=0.250, capsize=2, capthick=0.50,\n",
+ " label=\"HS1 30 mV\") \n",
+ " \n",
+ " bx.plot((HS_df_10mV_means)[\"Z'\"].to_numpy(), (-HS_df_10mV_means)[\"Z''\"].to_numpy(), 'o-',\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(), 'o-', \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(), 'o-', \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=(4/7)*70000)\n",
+ " bx.set_xlim(left=0, right=900000)\n",
+ " bx.set_ylim(bottom=0, top=(4/7)*900000)\n",
+ "\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": 146,
+ "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": 147,
+ "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": 187,
+ "id": "0d312167-e1ba-45b4-bc9a-898a02ee94e9",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Starting curve_fit for real data...\n",
+ "An error occurred: `sigma` has incorrect shape.\n"
+ ]
+ }
+ ],
+ "source": [
+ "print(\"Starting curve_fit for real data...\")\n",
+ "try:\n",
+ " CS_popt, CS_pcov = scipy.optimize.curve_fit( \n",
+ " f = model_func, \n",
+ " xdata = CS_df_20mV_means[\"Z'\"].dropna().index,\n",
+ " ydata = np.concatenate([CS_df_20mV_means[\"Z'\"].dropna().to_numpy(),\n",
+ " CS_df_20mV_means[\"Z''\"].dropna().to_numpy()]),\n",
+ " sigma = np.concatenate([CS_df_20mV_err[\"Z'\"].dropna().to_numpy(),\n",
+ " CS_df_20mV_err[\"Z''\"].dropna().to_numpy()]), \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",
+ " HS_popt, HS_pcov = scipy.optimize.curve_fit( \n",
+ " f = model_func, \n",
+ " xdata = HS_df_20mV_means[\"Z'\"].dropna().index,\n",
+ " ydata = np.concatenate([HS_df_20mV_means[\"Z'\"].dropna().to_numpy(),\n",
+ " HS_df_20mV_means[\"Z''\"].dropna().to_numpy()]),\n",
+ " sigma = np.concatenate([HS_df_20mV_err[\"Z'\"].dropna().to_numpy(),\n",
+ " HS_df_20mV_err[\"Z''\"].dropna().to_numpy()]), \n",
+ " p0= [10.0, 7e6, 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",
+ " # Cast Stellite 1 Results\n",
+ " print(\"\\nOptimized Parameters for Cast Stellite 1:\") \n",
+ " CS_perr = np.sqrt(np.diag(CS_pcov))\n",
+ " for name, val, err in zip([\"Rs\", \"Rp\", \"Q\", \"alpha\"], CS_popt, CS_perr):\n",
+ " print(f\"{name:<8}: {val:.2e} ± {err:.2e} ( ± {100*(err/val):.2e} % )\")\n",
+ "\n",
+ " # HIPed Stellite 1 Results\n",
+ " print(\"\\nOptimized Parameters for HIPed Stellite 1:\") \n",
+ " HS_perr = np.sqrt(np.diag(HS_pcov))\n",
+ " for name, val, err in zip([\"Rs\", \"Rp\", \"Q\", \"alpha\"], HS_popt, HS_perr):\n",
+ " print(f\"{name:<8}: {val:.2e} ± {err:.2e} ( ± {100*(err/val):.2e} % )\")\n",
+ "\n",
+ "#freq_data = CS_df_20mV_means[\"Z'\"].dropna().index \n",
+ "#Z_fit = randles_circuit(CS_df_20mV_means[\"Z'\"].dropna().index, *CS_popt)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 189,
+ "id": "b89a5b86-3357-429e-b0a3-1059f38b505e",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "array([3.67834633e+04, 1.95687710e+04, 2.02220682e+04, 1.29496379e+04,\n",
+ " 2.15795089e+04, 1.74141769e+04, 2.15404497e+04, 2.36723049e+04,\n",
+ " 9.31676784e+03, 1.56341477e+04, 4.32178014e+04, 3.43015200e+04,\n",
+ " 6.00647453e+03, 7.35329405e+02, 9.74733600e+03, 2.54967161e+03,\n",
+ " 7.64150168e+03, 5.59012913e+03, 2.85256342e+03, 4.07609320e+03,\n",
+ " 2.11745315e+03, 4.25148623e+03, 1.53912003e+03, 4.38806256e+02,\n",
+ " 3.76325966e+02, 3.29692706e+02, 3.15896217e+02, 2.88992776e+02,\n",
+ " 2.61128910e+02, 2.40498360e+02, 2.58823287e+02, 2.42415320e+02,\n",
+ " 2.32264385e+02, 2.21366227e+02, 2.08315562e+02, 2.00352184e+02,\n",
+ " 1.89725395e+02, 1.69886736e+02, 1.54726647e+02, 1.40065818e+02,\n",
+ " 1.28174126e+02, 1.23348525e+02, 1.09293934e+02, 9.63371446e+01,\n",
+ " 9.04585143e+01, 7.50763344e+01, 7.10522272e+01, 6.33900376e+01,\n",
+ " 5.10078081e+01, 4.98053918e+01, 3.95831124e+01, 8.04100755e+01,\n",
+ " nan, 1.09511041e+02, 1.28018218e+02, nan,\n",
+ " 2.60007791e+01, 2.43931286e+01, 1.64227506e+01, 1.54769816e+01,\n",
+ " 1.23509137e+01, 1.13472865e+01, 1.04981161e+01, 1.00904051e+01,\n",
+ " 8.73955380e+00, 8.12456155e+00, 7.47217756e+00, 6.98649357e+00,\n",
+ " 6.11947971e+00, 4.38685567e+00, 6.85809515e+00, 4.36922309e+00,\n",
+ " 3.91412852e+00, 3.41240080e+00, 3.08242762e+00, 3.07283959e+00,\n",
+ " 2.23049666e+00, 1.92439252e+00, 1.76475670e+00, 1.39954756e+00,\n",
+ " 1.08268971e+00, 1.17956209e+00, 7.62309336e-01, 7.25447767e-01,\n",
+ " 5.07741539e-01, 3.77124175e-01, 2.72344616e-01, 1.92892958e-01,\n",
+ " 1.17148638e-01, 5.21594670e-02, 2.85395048e-02, 4.42369001e-02,\n",
+ " 8.65943609e-02, 1.14078759e-01, 1.27634021e-01, 1.50315014e-01,\n",
+ " 1.55081989e-01, 1.64778953e-01, 1.09450513e+02, 1.07467987e+02,\n",
+ " 2.24262319e+04, 1.45777027e+04, 1.64241731e+04, 6.82453874e+03,\n",
+ " 2.04542992e+04, 2.47521950e+04, 1.55744622e+04, 1.84469055e+04,\n",
+ " 2.18186098e+04, 1.13335825e+04, 4.46326092e+04, 4.19408851e+04,\n",
+ " 1.81589344e+04, 1.40246705e+04, 1.70451449e+04, 1.71664745e+04,\n",
+ " 1.27068684e+04, 1.32070210e+04, 1.07287486e+04, 1.00360201e+04,\n",
+ " 8.22934410e+03, 7.80297740e+03, 5.77763709e+03, 1.78504407e+02,\n",
+ " 1.58491840e+02, 1.72398173e+02, 1.71981520e+02, 1.23179557e+02,\n",
+ " 9.59773063e+01, 1.02375365e+02, 8.10691910e+01, 9.74950927e+01,\n",
+ " 1.07869334e+02, 1.09152408e+02, 1.07315213e+02, 1.15663683e+02,\n",
+ " 1.16572092e+02, 1.24592190e+02, 1.19498046e+02, 1.24928882e+02,\n",
+ " 1.28928459e+02, 1.14666129e+02, 1.13891143e+02, 1.11219153e+02,\n",
+ " 1.06405039e+02, 1.05359821e+02, 9.78954846e+01, 9.65415077e+01,\n",
+ " 8.13281804e+01, 7.85179306e+01, 6.61304652e+01, 5.40663999e+01,\n",
+ " nan, 6.58478341e+02, 4.96346534e+01, nan,\n",
+ " 6.15902655e+01, 3.24494038e+01, 5.06859994e+01, 2.57545811e+01,\n",
+ " 2.79329283e+01, 2.53794366e+01, 2.32077242e+01, 2.08379371e+01,\n",
+ " 1.94922885e+01, 1.78765527e+01, 1.67100907e+01, 1.51664343e+01,\n",
+ " 1.41628148e+01, 1.38593400e+01, 1.04748758e+01, 1.14269721e+01,\n",
+ " 1.07151904e+01, 9.79495668e+00, 8.65564136e+00, 7.18840037e+00,\n",
+ " 7.83097744e+00, 7.15407146e+00, 6.61858151e+00, 5.94564208e+00,\n",
+ " 5.42883966e+00, 4.85967707e+00, 4.48659037e+00, 3.99750017e+00,\n",
+ " 3.66531146e+00, 3.31630020e+00, 2.97518059e+00, 2.66877189e+00,\n",
+ " 2.40185458e+00, 2.16414976e+00, 1.94515375e+00, 1.73618162e+00,\n",
+ " 1.53803825e+00, 1.38627526e+00, 1.22994849e+00, 1.06182753e+00,\n",
+ " 9.50819316e-01, 8.52010771e-01, 5.24792360e+01, 6.07899496e+01])"
+ ]
+ },
+ "execution_count": 189,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "#np.concatenate([HS_df_20mV_means[\"Z'\"].to_numpy(),\n",
+ "# HS_df_20mV_means[\"Z''\"].to_numpy()])\n",
+ "np.concatenate([HS_df_20mV_err[\"Z'\"].to_numpy(),\n",
+ " HS_df_20mV_err[\"Z''\"].to_numpy()])"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "f9c99e4d-3cde-44d0-90b0-c5925b4bbe84",
+ "metadata": {},
+ "source": [
+ "I did the above analysis with 20mV, but I tried it out with 10mV and 30 mV\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 Nyquist plot with experimental data and fitted curve"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "0e6ea5b5-ec7d-4770-8431-d6bbebb1d33f",
+ "metadata": {},
+ "source": [
+ "## Single column format"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 176,
+ "id": "ad61021e-ed49-4c28-a9bd-1e18a13e639d",
+ "metadata": {
+ "jupyter": {
+ "source_hidden": true
+ }
+ },
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "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=(3.52, 3.52), dpi=150)\n",
+ "\n",
+ "# ############### #\n",
+ "# Cast Stellite 1 #\n",
+ "# ############### #\n",
+ "\n",
+ "#ax.plot((CS_df_10mV_means)[\"Z'\"].to_numpy(), (-CS_df_10mV_means)[\"Z''\"].to_numpy(), 's-',\n",
+ "# linewidth=1, alpha=0.5, color='mediumblue', markersize=2,\n",
+ "# label=\"CS1 10 mV\")\n",
+ "ax.plot((CS_df_20mV_means)[\"Z'\"].to_numpy(), (-CS_df_20mV_means)[\"Z''\"].to_numpy(), 's-', \n",
+ " linewidth=1, alpha=0.5, color='firebrick', markersize=2,\n",
+ " label=\"CS1 20 mV\")\n",
+ "#ax.plot((CS_df_30mV_means)[\"Z'\"].to_numpy(), (-CS_df_30mV_means)[\"Z''\"].to_numpy(), 's-', \n",
+ "# linewidth=1, alpha=0.5, color='mediumseagreen', markersize=2,\n",
+ "# label=\"CS1 30 mV\")\n",
+ "\n",
+ "Z_fit = randles_circuit(np.logspace(-1,4,num=100,endpoint=True), *CS_popt)\n",
+ "ax.plot(Z_fit.real, -Z_fit.imag, 'k-', linewidth=1, label='CS1 Fitted')\n",
+ "\n",
+ "Z_fit = randles_circuit(np.logspace(-3,4,num=100,endpoint=True), *CS_popt)\n",
+ "ax.plot(Z_fit.real, -Z_fit.imag, 'k--', linewidth=1) #, label='Fitted Model extrapolated to lower frequencies')\n",
+ "\n",
+ "\n",
+ "\n",
+ "# #################### #\n",
+ "# As-hipped Stellite 1 #\n",
+ "# #################### #\n",
+ "\n",
+ "#ax.plot((HS_df_10mV_means)[\"Z'\"].to_numpy()/10, (-HS_df_10mV_means)[\"Z''\"].to_numpy()/10, 'o-',\n",
+ "# linewidth=1, alpha=0.5, color='mediumblue', markersize=2,\n",
+ "# label=\"HS1 10 mV\")\n",
+ "ax.plot((HS_df_20mV_means)[\"Z'\"].to_numpy()/10, (-HS_df_20mV_means)[\"Z''\"].to_numpy()/10, 'o-', \n",
+ " linewidth=1, alpha=0.5, color='firebrick', markersize=2,\n",
+ " label=\"HS1 20 mV\")\n",
+ "#ax.plot((HS_df_30mV_means)[\"Z'\"].to_numpy()/10, (-HS_df_30mV_means)[\"Z''\"].to_numpy()/10, 'o-', \n",
+ "# linewidth=1, alpha=0.5, color='mediumseagreen', markersize=2,\n",
+ "# label=\"HS1 30 mV\")\n",
+ "\n",
+ "Z_fit = randles_circuit(np.logspace(-1,4,num=100,endpoint=True), *HS_popt)\n",
+ "ax.plot(Z_fit.real/10, -Z_fit.imag/10, 'k-', linewidth=1, label='HS1 Fitted')\n",
+ "\n",
+ "Z_fit = randles_circuit(np.logspace(-3,4,num=100,endpoint=True), *HS_popt)\n",
+ "ax.plot(Z_fit.real/10, -Z_fit.imag/10, 'k--', linewidth=1) #, label='Fitted Model extrapolated to lower frequencies')\n",
+ "\n",
+ "\n",
+ "\n",
+ "# ######################### #\n",
+ "# Annotation and decoration #\n",
+ "# ######################### #\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 center', ncol=2)\n",
+ "\n",
+ "ax.grid(True)\n",
+ "ax.set_xlim(left=0, right=90000)\n",
+ "ax.set_ylim(bottom=0, top=60000)\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, (0.325, 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": "markdown",
+ "id": "d789a8f2-4281-4824-a7f7-912c2e736a0b",
+ "metadata": {},
+ "source": [
+ "## Double column format"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 177,
+ "id": "c3416558-0b6c-4489-bc35-48600a38aefd",
+ "metadata": {
+ "jupyter": {
+ "source_hidden": true
+ }
+ },
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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aevXqhb29fSFGKAqSJGhCCCGEEAVEURS0yckZvorTgbt79+7lwoULVK5cmc8++yzLura2tjRo0ACAiIgIUlNTgbSkojhq3LgxAPfv3zco37VrFwB9+/ZNt4zRycmJdu3aERERwfHjx7PVz5w5c1CpVGzYsIG///6bnj17Ymdnh729PUOHDtXPOsbFxfHJJ59QrVo11Go1DRo0wNvbO939dEsWf/3110z73LRpEwAjRozIVoyiZJAETQghhBCigCgpKdxYvTrDl1IEMzOZ+fPPPwEYMmQIJibZfwKmXLly+tmvNWvWFEhseXXr1i0AKlSoYFB+7tw5AJo1a5ZhO125rl52nTx5Ek9PT0JDQ+nSpQsODg5s3bqVzp07ExUVRceOHVm/fj0NGzbUPys3dOhQ9u7da3Cffv36YWtry5kzZ7h+/Xq6fq5du8bff/+NnZ0dffr0yVGMoniTBE0IIYQQ4jlZzXppk5PRpqSkvbKq8/xMmUbDkxMnDF6KRpPt9tnqI4+zcWfOnAEyT1YyY2Zmpp/pmTJlCi1btmT27Nn4+voSFRWVp5jyQ3BwsH6mrF+/fgbXdLtRVq5cOcO2uvKMdq3Mypo1a/jyyy+5ePEi3t7eXL58mS5dunD9+nXatGmDlZUVN27cYOfOnRw+fJgffvgBRVFYuHChwX3UarU+Zt1M2fN0ZUOGDCmSjUxEwZFNQoQQQgghnqOb9cpMUlISQLZ+KVY0Gp6ePk38vXtYVKwIQMKDB3D6NAAqY+N8iBhc33kH1b+ev8qJp0+fArlbprhs2TISExPZtGkTgYGBBAYGAmBsbEy7du2YNm0a3bp1y3VsuZWamsro0aNJSkpi2LBhNG/e3OB6bGwsAJaWlhm21z2Dp6uXXV5eXgY7RpqamjJx4kQOHDjAtWvX2LFjB2XLltVfHz16NFOnTuXEiROkpKRgamqqv/bqq6/y888/s3nzZubNm2fQz5YtWwDZvbE0khk0IYQQQoiXXF5m4CwtLdm4cSNXrlxhwYIF9OjRAwcHBzQaDX5+fnTv3p0lS5bkY7TZM2HCBI4dO0aNGjX49ttv013XvWeVSpVh+9yOSdeuXdOV1ahRA4Bq1apRq1Ytg2vGxsZUq1aNlJQUnjx5YnDN09OTqlWrcuvWLU6cOKEvDwgI4NatW7i4uNC2bdtcxSmKL5lBE0IIIYR4jsrUFNcstnyPjokBwKZMmRfeS5ucnPaH537Zt6xUCYeWLan11lsY5WHW63mq52ZdcqNcuXJcu3aNx48f5/oebm5u+g1GtFotJ06cYNq0afj7+zNlyhS6detG1apV8xRnds2bN481a9bg5OTE3r17M9zhsMw////i4uIyvEd8fDwA1tbWOeq7UqVK6cp0s3EZXXv+um52VkelUjFkyBAWL17M5s2b8fDwAP539tmIESMyTTBFySUzaEIIIYQQz1GpVBiZmWX+MjVNe2VV57mXytiYch4eBi+VsXG222erjzz+kt6kSRMAgoKC8mEE07bk9/T0xNfXlypVqpCamsrBgwfz5d4vsmrVKmbPno2trS2+vr7pZqx0dMni82e6PU9XntOkMqv/F7n5/6Q7qPrXX38lNTWVlJQUfvvtN0B2byytZAZNCCGEEKKAZDUbl9dZr/zUu3dvVq1axdatW1m0aFGOdnLMiqWlJe7u7oSGhuqfcytImzdvZsKECVhaWvLnn3/qE8+MNG7cmB07dmSalOrKGzVqVBChZlvt2rVp0aIFgYGB7N27F0VRePLkCS1atKBOnTpFGpsoGDKDJkQurV27lsjISP3XWq2WGTNmFF1AQgghip2sZuOK09K0Hj16UL9+fcLCwvj888+zrBsdHc2lS5eyfe/g4GAAKv6zSUpB2b17N6NHj8bU1BQfHx88PT2zrN+7d28Adu7cmW5pYXh4OP7+/tja2haLZ7x0G4Fs2rRJzj57CUiCJkQuaDQa3nnnHTQajb7s+PHjfP/990UYlRBCCJE7KpWKTZs2oVarmTNnDtOmTUv3bJaiKPzxxx+0aNGC0//sQhkZGUmrVq3w8fEh5V/nuqWkpLBgwQLOnj2LhYUFXbp0KbD4jx8/zuDBg4G0pYDZ2TXS3d0dT09PHj16xJQpU/TlqampvPvuu6SkpDBhwgSDXRWLymuvvYaJiQl//PEHf/zxByYmJvqlj6L0kSWOQjxn165dmX4qaGJiwscffwzA48ePqVChAg4ODvrrAwYMYN26dYUSpxBCCJHfmjRpwoEDBxg0aBBffvklK1aswMPDAycnJ6KioggMDCQ8PBy1Wk2VKlX07U6dOsXAgQOxsbGhefPmVKhQgcjISM6ePcuDBw8wNjZm9erVODk5GfT37rvv6pcR6jYn8fHx4ezZs/o6f/31V7Zi79OnDwkJCVSvXp3t27ezffv2dHXatm3LuHHjDMrWr1+Ph4cHy5cv59ChQ9SrV4/Tp09z69YtWrVqpd/0pKiVL1+e7t276w8U79mzZ7rxFKWHJGhCPKd///4sWrSIDz/8EON/zqY5f/48TZo0wd/fX19vwIAB/Prrr/qvU1NTiY+Pp3///oUesxBCCJFfPD09uXnzJt999x07d+7k/PnzREREYG1tjZubG+PHj2fcuHH6Q5xtbW0JCAjA19cXPz8/bt26xfHjxzE2NqZq1ar07t2bCRMm0KhRI6Kjow36unz5MidPnjQoe/ToEY8ePcpx3LpHDm7fvs3t27czrffvBM3V1ZUzZ84wa9YsfH198fHxoUqVKsyYMYPp06ejVqtzHEtBGTlypD5Bk+WNpZtKyevR86JEql+/PnFxcdy5c6fA+oiLi9NvTRsbG6vfQra48vPzIzw8nGHDhunLAgICaNu2LadPnzY44NLOzs7g+bOxY8cyZMgQevbsWZghCyFEqVWQP0O0Wi3Xrl0D0raGNzLK2RMfukTDxsYm32J6Gci45ZyMWZqcfs9Wq1YNKyurHD0rWZzIDJoQ/5g6darBUoo7d+7Qtm1blixZYpCc7d69m927dxu09ff3l+WNQgghhBAizyRBE+IfzydnoaGh1K5dm71799K1a1eDer169UrX9saNGwUenxBCCCGEKP1kF0ch/iU8PBwXFxfmzZuXLjnLD0lJSXz99df5fl/xYuXLl09Xlp3nC/793MTzu3cKIYQQQuQnmUETpc7ixYtJTEzMsk6LFi3o3r17uvKoqCiqV6/Op59+ytSpU4G0bYXv3bunfyA6rz788EPWr1/PJ598ki/3K82WL1+Or68vvr6+vPHGG5iZmZGYmMjFixcZOnQoU6dOzdE5Qv8+5yYrx48fZ9iwYbz22mu8/vrrPHz4kBUrVvDNN9/g6uqKVqsF4M033+SXX35BURSGDx8OQHx8PKdPn2bixIm8//77QNpGMv379+fIkSOkpKQYbAGdlJTEpUuXuH//PvJYsBBCCPFyk01CXlKleZOQ5zfvyIy5uTkWFhYGZbGxsZQrV45Vq1bx5ptv6svv3btHUlISNWrUyHNsf/zxB8OHD6dq1apYWVlx6tSpPN+ztPvjjz945ZVX0s1aubi4kJyczIMHD7J9Lxsbm3SzYWq1Ol1CP2TIEI4fP05oaKh+N0+dCRMmsGrVKn2CBtC0aVNMTEz05wI9H2P16tXx8/PTl40ZM4YjR45w69Ytg7qKolC+fHmePHmS7fcjRGkmm4SUPjJuOSdjluZl2yREljiKUsfOzu6Fr38nZ0lJSdjb29O2bVuD5AzSthzOj+TM39+fV199lfDwcDp27IiFhQXt27c3+EVfpLdu3TpGjRqVrtzExISIiIh87+/GjRt4e3tz/vz5dMkZwMqVK7N9r4kTJ3LkyBFSU1OzrKfRaFCpVCxcuDDH8QohhBCidJEljuKlpygKVatWZcqUKcyfPx9I+8Tq9OnTvPPOO3la2qgoCnPnzuWbb77h1VdfJTY2Vj9bc+TIEfbu3YudnR19+/Zl3rx51KxZM1/eU2nyxx9/pPsE7NmzZ9y9e5dt27ble3+6pa3lypXLtE6nTp2yda8zZ85gb2+fYaKno9VqWbt2LW+//TZvvPEGycnJmJmZ5Sxo8dJ444030pVZWVkxYMCADJdtCyGEKHkkQRMvvatXrzJ37lwA1qxZY3Bt0qRJGf5ClBODBw9m9uzZGT4r1b17d6Kjo0lJSeH+/ft56qe0UhSFKlWqAHD//n0WLVrEzp07iY2NLZADRI8cOUL9+vWzrHPgwIEX3mfbtm1s2bKFR48epft/HxUVxddff01sbCzffvstCxYsALK3YYl4uW3cuBEbGxt++eUX/Y6yiqLw1ltv0bdvX5KTk4s4QiGEEHklCZp46dWtW5e6desWyL1VKhUNGjR4YT1TU1NcXFwKJIaS7Mcff8TBwUH/HEpUVBRbtmzhs88+K7BkxsTE5IVLEjNy4cIFvvzySyDt/3vXrl0zXb5qa2ur3ySmatWquepPvJxiYmKIiYkxOO5DpVIxa9Ys1q5dy7Fjx2jbtm0RRiiEECKv5Bk0IUSx9cEHH9C4cWP913Xr1iUoKIhJkyYV2LN7vXv35vr161nWee+999KVmZmZMXXqVKZOncqUKVNo1qxZtvp78803sbS01H9dUB8WiNLhxo0bGT4c/8MPP6BSqWjZsmURRCWEECI/SYImhCi24uPjee211wzKlixZgqmpabpfUr/55huuXr1KamoqU6ZM4fbt27nqc9asWUDaeXiZ+f7773N178yMHDlS/2cvL698vbcoXb7++mv69etnUBYREcEXX3zB48ePMTc3L6LIhBBC5BdJ0IQQxdLt27dRFCXdM4ArV66kbNmyQNrZYtevX2ffvn2MHz+eli1bcvLkSb766ismT57MwYMHc9yvi4sLixYtom7dusTFxaW7vmbNGoKDg9OV58eJJQMHDmT06NF5vo8ovX755RcsLCyYNm0aEydOxMHBgalTp5KSkoKDg0NRhyeEECIfyDNoQohip1WrVly8eBGARo0a4e/vT/ny5QH4+eefGTt2LMnJybi6unL37l1q1KhBbGwsZmZmeHp6AvDo0SP8/Pzo3LlzjvufPHkyY8aMwcXFhTZt2jB79mzCw8P58MMP8fPzw9nZWV+3QYMGXLlyBUVRqF+/PkFBQRnOYqSkpNCsWTN93UaNGuk3D4mMjOTRo0ckJSXx+++/5zhe8XJZsWKFfpfRFStWYGRkxKhRo2jTpk0RRyaEECI/yAyaEKLYOXnyJHFxcSiKwtWrV/XJGcCrr75KfHw8ycnJ3L17F0jb2OPWrVtMmjRJX+/EiRNMmTIl1zE4ODjw5MkT/vjjD9zc3OjVqxfXr183SM4ALl68iEajQavVcunSpUyXmJmamnLhwgVSU1PRaDScP3+ec+fOce7cOe7evUtCQoKciSeytGHDBiwtLdMdAaEoSroD2AESEhKAtA8H/n0YuxBZiYuLY+nSpXTs2BEnJyfMzMwoW7YsHh4ezJo1i5CQkHRtIiMjmTlzJk2aNMHKygoLCwuqVq2Kl5cXn332GWfPns12/x06dEClUmX5AvDz80OlUpWIlQcqlYpq1aplu/7o0aNRqVTY2trywQcfZFovOTmZsmXL6sfFz88v78FmI6689nPnzh1UKhUdOnTIl7hKG5lBE0KUSLqdHXU2bNjAxYsXef3115k8eTLnzp1LVye/+hKiKEydOpWKFSsalMXHxwP/O7cvNjYWa2tr+vTpg5OTE0lJSbz99tvExsbi4+OT789PitLnr7/+YuDAgTx48ABLS0tat26Nk5MTUVFRnD59mr/++otFixaxa9cuunTpAsDdu3fx8vIiJCSEMmXK0KZNGxwdHXny5AmBgYH4+/vz9OlTFi1alKNYunfvToUKFXL8HubMmcPcuXNZv359hsnbhg0bGDNmDLNnz2bOnDk5vn9h2759O999912GZ2Tu2rWLyMjIwg9KFChJ0IQQpcJ3331HdHQ05ubmBXKAtRBF7dmzZ0ycONGgTKPRAP/7EOHdd99l48aNfPHFF8yYMYMvv/xSvzPo4MGDJUETWTp//jydOnUiISGBKVOmMHPmTKysrPTXtVot27dv59NPPyUsLExf/v777xMSEkKfPn3YtGkTtra2+mupqans378/y42XMjN16tQsZ1jc3d25cuWKQX+lTaNGjTh//jy7d+9mwIAB6a5v2rQJY2NjGjRowLlz5wo/QFEgZImjEKLE++OPP1Cr1Zw/fz7Lem+99Va6sn/vEilEcXP58mW2bNmCt7c31atXx9fXV3+tTJkyeHt7M3fuXMaMGcPGjRsBaNiwIWfPntUnZ7du3ZKZYJElRVEYMWIECQkJzJkzhy+//NIgOQMwMjJi4MCB/P3337Ro0QJIW0qr+zu5bNmydMmSiYkJPXv2LJBliJaWltSpUyfdzHJpMmTIEIyMjNi8eXO6a5GRkezevZvOnTvnaqZRFF+SoAkhSryePXvy7NmzF5499t///jdd2fr16wsqLCHyRb169Xj99dfp168fr732Gj169DC4PmjQIP7v//7P4O9yUlISoaGh+q9btmyZ4e6jQujs3buXCxcuULlyZT777LMs69ra2tKgQQMg7ZiH1NRUAIPnhQtDRs+gVatWjblz5wIwZswYg+fW/Pz86NChA2PGjAFg7ty5Btc3bNhgcP8LFy4wfPhwKlWqhLm5Oc7OzowZM4Y7d+5kGE9cXBxTpkyhatWqqNVq6tSpw5IlS/K0y6+zszOenp7s2rWLqKgog2u//fYbSUlJjBgxIst7hIaG8vbbb+Pi4oK5uTmOjo4MHDiQ06dPZ9pm27ZtuLu7Y2FhgZOTE2+88Qb379/Psp/Hjx8zefJk3NzcUKvVlC1blp49e3L06NHsv2EByBJHIUQpYGpqWtQhCFGsREZG8t577zFmzBgSExN59OgRxsbGRR2WKMb+/PNPIG3GxsQk+78elitXDrVaTWJiImvWrOHTTz8tqBCzZfDgwRw4cIBz587h6elJrVq19NcqVKhAjx49SE1N5fjx4zRu3JgmTZrorz9fd9u2bbz++uskJyfTvHlz2rRpQ3BwMBs2bGDnzp0cOXKE+vXr6+snJSXRrVs3AgICKFeuHH379iUmJoapU6fm+cORoUOH4u/vz7Zt2xg7dqy+fPPmzVhaWvLKK69kOMMGaUlmp06dePLkCXXq1GHgwIGEhITg4+PDzp072bJlC0OGDDFo88033zBhwgSMjY1p37495cqV48CBA7Ru3ZrGjRtn2M/Vq1fp0qUL9+7do2bNmvTq1YunT59y6NAh9u3bx88//8zrr7+ep3F4mUiCJoQQQpQyq1evZujQobRr166oQymRFEXRb8CSEd0ZicUp6bW0tNTvbpgbZ86cAXjhSoR/MzMzY+TIkfzwww9MmTKFrVu30qtXLzw8PPDw8Cj058P++9//MmfOHM6dO8e4cePSLa2cOnUqFSpU4Pjx4wwYMCDDTUJu377NG2+8gYWFBfv378fLy0t/bePGjYwaNYoxY8Zw6tQpffmSJUsICAjA3d2dffv26d93UFAQHTt2zNN76t+/P5988gmbNm3SJ2ghISH4+/vz6quvZrp8WVEUhg8fzpMnT5g2bRqff/65/u+It7c3w4YN480338TLywsnJycgbXfFyZMnY25ujq+vr/4ZwPj4eAYMGMCuXbvS9aPRaBgyZAj37t1j+fLlTJgwQd/PmTNn6Nq1K2+99RZdunTB0dExT2PxspAljkIIIUQpEhQURL169bh582ZRh1JixcfHY21tnenL2dkZZ2fnLOsU9iurhDI7nj59CuRumeKyZcsYOXIkKpWKwMBA5s2bR8+ePXFwcKBjx47s27cvVzF17Ngxwy32t2/fnqv7Zdfy5cuJj49n0aJFBskZwBtvvMGAAQM4ffo0QUFB+vLVq1cDsHTpUoOktFmzZrz33nt5isfW1pY+ffpw5MgR7t27B6TNnumeG8yMn58fFy5coHr16syfP98ggR88eDADBgwgJibGYHn0unXrSEpK4o033jDYoMXS0pKVK1dm+CHAzp07uXjxIq+99hoTJ040qNO0aVNmzpxJXFwcmzZtysswvFQkQRNCiBeIjo7mnXfeydNzBEIUlmbNmjF06FD9czZCZEde/n2ztLRk48aNXLlyhQULFtCjRw8cHBzQaDT4+fnRvXt3lixZkuP7du/enVGjRqV7Va1aNdexZsf+/fuBtJmrjLRt2xZA/wxXSEgIoaGhVKpUKcMD4/NjM6oRI0ag1WrZsmULkJagOTo60q1bt0zb+Pv7AzBs2LAMZ3tHjhxpUA/g2LFjQNqyyn9zc3OjadOm6cp145XRLpOQfrzEi8kSRyGEeIHly5ezZs0aFi9ejKWlZVGHI4QoYJaWlsTGxmZ6XXcwuI2NTWGF9EJ5/bepXLlyXLt2jcePH+f6Hm5ubvoNRrRaLSdOnGDatGn4+/szZcoUunXrlqPk6kXb7BcU3SYgL9oZ8cmTJwD6zTMye2/5kVD26tULBwcHNm/eTJcuXbh06RITJkzI8nlBXVyZHZCtK39+84/svJfnZw7hf+M1bNgwhg0blmk8uvESLyYJmhBCvMDvv/8O5P0XICHyysTEBI1Gg1ar1S8jql69Onfu3DEoq1mzJrdu3TIoE9mnUqnSbTH/PN35c1nVKWmaNGnC8ePHCQoKeuGugNlhZGSEp6cnvr6+1KlTh9DQUA4ePFgiZnY1Gg0qlYo33ngjy3q6TUJ0s4+Zfa/lx/egqakpQ4YMYc2aNUyfPh0g2/+fXtT/89df9F4yovt+6NmzZ5bPmNWpUyfb93zZSYImhBBZ0Gg0nD17lkGDBhV1KOIlV6dOHf0vQs2bNycoKIg7d+7oP73WlYWEhHDr1i0gbbmjbvMHIbLSu3dvVq1axdatW1m0aFGOdnLMiqWlJe7u7oSGhuqfcyvuKleuTHBwMCtWrMjWLKmzszMAd+/ezfB6ZuU5NWLECNasWYOvry+urq64u7tnK67bt29nGdfz58g5Oztz/fp17t69i6ura7o2ISEh6coqV64MwPjx4+nXr1/23ozIkiRoQgiRhZo1awJkuoWxENm1d+/eXLc9dOgQ165do1OnTjx9+pSzZ88SExND06ZNUalU1KhRQ1+m24XP1dWVc+fOER0dzcmTJ9Fqtbnu38TEhM6dO+e6vSj+evToQf369bl06RKff/45s2fPzrRudHQ0oaGhBtvMZ0W3zXxhHShtZmYGoD+fLafXu3TpQnBwMNu3b3/hLBqAi4sLlStXJiwsjBMnTuDh4WFw/ZdffslJ+Jny9PSkSZMmhIaG8uabb76wvm4X119//ZUFCxakew5Nt2nH87u9tm3bFj8/P7Zu3UqXLl0M6l+/fp2zZ8+m66dLly78+OOPbN++XRK0fCIJmhBCZGLlypXcvXuX3r17Y25uXtThiBJMURSGDh3K8OHDc32Pnj17snv3bo4ePUr79u15/fXXiYqKonr16mzYsIF27doxbNgwnj17houLC+vXr6dt27YMGTKE/fv3U7VqVXr16pWrvjdt2sT9+/cz3c5blHwqlYpNmzbh4eHBnDlzSExMZMaMGQbLOBVFYefOnUyePJnp06dTv359IiMj6d69O1OnTqVPnz4G51KmpKTw1VdfcfbsWSwsLNL9wl9QdDNH165dy9X1jz/+mI0bN/LRRx9RtmxZ+vbta3D92bNn/PLLL4wZMwYLCwsA3n77bWbOnMnHH3+Mr6+vfubt7NmzrFq1Kl/eF5CjGfEOHTrQsGFDLly4wKxZs1iwYIF+6eL27dv5/fffsba2NjiKYMyYMSxatIiNGzcyYsQIffKWkJDABx98kOEHPYMHD2bu3Lls2LABNzc3Jk2aZPD3IDk5mV27duHq6krDhg1z+c5fLpKgCSFEBt566y1++OEHLCws8PHxKepwRClQrlw5vv322zzfx8vLC2tra/15RKdOncLBwYEyZcqwZ88eAAIDAylXrhzW1tb6Lc51Zbmxe/fuPMctir8mTZpw4MABBg0axJdffsmKFSvw8PDAycmJqKgoAgMDCQ8PR61WU6VKFX27U6dOMXDgQGxsbGjevDkVKlQgMjKSs2fP8uDBA4yNjVm9erX+rK2C1q1bN9RqNUuXLuXixYs4OzujUqn45JNPcHNzo3Xr1jg6OuLt7U2HDh2oUaMGRkZGjB07ljZt2uDq6sqmTZsYMWIE/fr1w83Njbp166IoCnfv3uXy5cskJyfz+uuv6xO0Tz75hF27dnHixAlq1qxJx44diYmJ4dChQ7z55pv6bfgLk0qlYvPmzXTs2JGFCxfi4+NDkyZNCAkJ4fjx45iYmLBu3TqDzVBq1KjBV199xUcffUTHjh3p0KED5cqVw9/fHyMjI/r06ZPuLDQTExN8fHz0ifry5ctp1KgRNjY2hIaGcvXqVSIjI/Hx8ZEELZskQRNCvHRCQkLYt28ft2/f5ubNm4SEhBAcHJxu9zJTU1O6du3KJ598Qq1atWjevHm6pStCFIWbN29SsWJFKleujIODg76sQoUKODs76xOx4ODgdGVCZMXT05ObN2/y3XffsXPnTs6fP09ERATW1ta4ubkxfvx4xo0bp3/uyNbWloCAAHx9ffHz8+PWrVscP34cY2NjqlatSu/evZkwYQKNGjXS735Z0JydndmxYwfz5s3j2LFj+h05R4wYgZubG2q1mj///JPp06dz6tQpjh49iqIotG3bVr9N/sCBAzl37hyLFy9m//797NmzB7VajbOzM8OHD2fQoEEG552Zm5tz4MAB5s6dy//93/+xY8cOqlWrxoIFC/j444+LJEEDaNiwIUFBQSxYsABfX1+8vb2xtbVlwIABTJs2LcPn2D788EMqVarEV199xbFjxyhTpgzdunVj0aJF+l06/61OnTqcPXuWFStW4OPjw7Fjx1AUhYoVK+Ll5cUrr7xSaDOopYFKkYN9Xkr169cnLi5O/3B5QYiLi9Mvh4mNjS1Vu13lRXx8PJ9++inffPNNUYdSqqWmpnL8+HFOnDjBiRMnOHr0KJGRkVm2MTMzw9ramsjIyBc+r2Nqakrr1q3x8PCgTZs2tG3bVv+LshD/pigKtWrV0j+LU9JUq1aNixcvFuoSx4L8GaLVavXL29zc3DAyytmxsMVxm/2SQMYt52TM0uT0e7ZatWpYWVlx6dKlwggv38kMmhCi1IiKimL69Ols3ryZ6Ohog4NXVSoVnTp1YujQobzyyitYWlpibGyMkZERxsbGGBsbG2wr/ODBA2rWrEliYiKTJk1izpw5pKSkcPz4cX799Ve2bduGv7+//oBPlUql363sv//9r36jBiGEEEKInMjZR0ZCCFHMPHv2jP79+6NSqbCzs+Pbb78lPj6e8uXLs3TpUrRaLYqioNVqOXjwIG+//TaOjo5YW1tjYWGBubk5JiYm6c58qVixIvHx8VhYWLB48WJSU1MpW7Ysffr04eeffyY+Ph5FUVAUhX379lG3bl0A/Pz8aN68OSqVilq1anHx4kVkoYIQQgghsksSNCFEiZOamsqMGTP0z9/88ccfVKhQga+//ppz586RnJxMeHg4H374YZ4PCI2JicHU1NTgIep/69q1K5cuXSI2Npa7d+/yyy+/0LlzZ4KDg2nYsCEWFhYMGTKEBw8e5CkWIYQQQpR+pSJB69ChAyqVKtOXr69vhu02btyIu7s71tbW2Nvb06tXLwICArLsKyAggF69emFvb4+1tTXu7u789NNPWbYJCwtj7NixODs7o1arqV27NrNmzSIxMTHTNomJicyePZvatWvrH0odO3YsYWFhLx4QIUqp6OhoatSogZmZGZ9//jn37t3jvffeQ1EUHjx4wOTJk2nUqFG+9mlkZMTSpUtJSkpi5cqVL6xfpUoVhg0bxoEDB1AUhcOHD5Oamoq3tzeVKlXCyMiIAwcO5GuMQgghhCg9SkWCpjNo0CBGjRqV7lWpUqV0dSdNmsSoUaO4ePEiXbp0wd3dnf379+Pl5ZXplto+Pj54eXnh6+tLo0aN6NGjBzdu3GD06NFMmjQpwzbBwcE0a9aM9evX4+DgQP/+/dFoNMyfP59OnTqRlJSUrk1iYiKdO3dm3rx5xMbG0r9/f6pUqcL69etp1qxZiX3IXIjcunXrFt26dcPW1pbbt2/j6uqKt7c3iqIUymYr77zzDkZGRnz55Zc5btuhQwdSU1MJCwujU6dOQNqMm42NDYcOHcrvUIUQQghR0imlQPv27RVAuX37drbqHzx4UAEUBwcH5fr16/rygIAAxczMTLG1tVWePXtm0ObZs2eKra2tAijbtm3Tlz98+FCpVauWAiiHDh1K15eXl5cCKBMnTtSXpaSkKK+88ooCKLNmzUrXZubMmQqgeHh4KDExMfryxYsXK4Di5eWVrfeZlXr16ikuLi55vk9WYmNjFUABlNjY2ALtqySJi4tT3nvvvaIOo0RISUlRGjdurKhUKgVQ3nzzTSUqKqpIYnF3d1fs7OzyfJ+UlBRlx44dipGRkQIo5cqVU06dOpUPEYriTKvVKjVq1CjqMHLNxcXF4OdRYSjInyEajUa5fPmycvnyZUWj0eS4fVRUVJH9W1SSybjlnIxZmpx+z7q4uCj16tUrhMgKRqmaQcuuxYsXAzBjxgxcXV315R4eHowfP56oqCjWrVtn0Gbt2rVERUXRv39/Bg4cqC93cnJi0aJFACxZssSgzenTpzl69CiOjo76OpB2oN/q1asxNTVl5cqVpKSk6K+lpKTol1GtWrXKYEvjSZMm0ahRI44ePcrff/+d12EQotjSarW89dZbmJqacv78eSpWrEhiYiJr164tsq2GT548SURERJ7vY2JiQr9+/dBoNLz55ps8e/YMd3d3XFxciI+Pz4dIhRBCCFGSvXQJWmJiIgcPHgRg8ODB6a7rynbu3GlQrjs1PaM2vXv3Rq1Wc+DAAYPnynRt+vbti7m5uUEbJycn2rVrR0REBMePH9eXHzt2jMjISGrWrEnTpk2zHZ8QpcWGDRswNzfnhx9+oEWLFvz111/cu3cv3fdQabB27VqePn3K2LFjCQkJwcrKiv/85z+y66MQQgjxEitVCdqPP/7Iu+++y/vvv8+KFSsICQlJV+fq1askJSVRvnx5KleunO667uyi8+fPG5Trvs7obCMzMzMaNGhAYmKi/hA9gHPnzmXa5vlyXb3cthGitGjevDljx45Fq9Vy8+ZNTp8+jbu7e1GHBUBISAhTpkzJ9/va2dnx448/kpycjI2NDWvXrkWtVhvMrAshhBDi5VGqErQFCxawevVqVq1axQcffECtWrWYP3++QR1d0pZRcgZgZWWFnZ0dERERxMTEAGk7x0VGRmbZTlf+fFL4or7yq40QJd358+cxMjIiKCiIli1botFoqFmzZlGHZaBp06asWbMGjUZTIPc3NTUlKiqKefPmodFoMDMzY/ny5QXSlxBCCCGKL5OiDiA/eHl5MW7cONq0aUPFihUJDQ3F29ubBQsWMGvWLGxsbPjggw8AiI2NBcDS0jLT+1lZWREZGUlsbCxlypTRt8mqnZWVlcH9s9NXfrXJSv369TMsDw4OxtHRsUB3kUtISCiwe4vSo3v37uzbtw+AI0eO4OXlVcQRpde1a1d27drF1q1badKkCRcuXCiwvmbOnMlbb71F3bp1+fDDD1myZAlXr17FwsKiwPp8mZ05c4b69etjZmZW1KGILPj5+eX794CVlRVWVlZER0djZJSzz6u1Wi2Q9gGuyD4Zt5yTMUuj1WrRaDTExcXh5+eXrfolWamYQZs3bx4jRoygRo0aWFhYULt2baZPn8727dsBmD17tj5Z0D3bkdXhtf9+/iM7z4NkVOdFfeVXGyFKqnLlyrF//35q1qyJoiiFkpxldLQFgEajSbcJyKuvvoqJiQnff/89bm5uODo6cvr0aaysrOjRo0eBxejk5MSzZ8+YPn06oaGhWFtbEx4eXmD9vax2795Ns2bNKFOmjL7s/v37qFQqg4TtwYMHqFQqTE1NiyJMIYQQL5lSMYOWmW7dutGiRQsCAwP566+/6Nixo/4HcVxcXKbtdDup6XZQfP6Hd3x8fIa7yP27zfPtMusrv9pk5dKlSxmW169fn7i4OP25TAUhqzEWL7eoqCjq1q3L06dPGTNmTLpdUwvK4MGDWb58eYZnI/br14+9e/eSmpqqL/vll1/0f3727BkAarW60P5uf/755zRr1owhQ4ZQsWJF9u3bR5cuXQql75LqyZMnqFQqHBwcsqwXGhqq3+ApMTGR33//nYEDBzJ58mQgbUfdX3/9lWHDhunLUlNT2bJlC6+//nqBv4+S7vz58/l6aHyHDh30K0jyg1ar1T8zbmNjk+MZNN1sRlHtKltSybjlnIxZGq1Wi7GxMTY2NrRs2fKF37M5/Z4ubkp1ggbg6upKYGAgDx48AKBq1aoAhIWFZVg/Li6OyMhI7Ozs9MmSjY0Ntra2REVFERYWRr169dK1091Pd3/dn8+cOZNpX5m1ySq+jNoIUZL8/fffuLu7o9VqOXv2LI0bNy6UfhMSEujZs6dBcpaYmIharQbgzz//LJYzJIMGDSI2NhYHBwe6du3Kf/7zH77//vuiDqtYUhQFR0dHLC0tadOmTZYrJU6fPo2RkRFPnjzB2tqasWPHMnDgQP7v//6PLl26cODAAd566y2GDRvGli1b6Ny5MwcPHmT8+PG8/vrrdOnSBWNj4xfGVKlSJe7du5efb7PIDBgwIFvv+caNG3h5efHo0SN2795dCJEJIUTpUuoTNN2SJd2Mk5ubG+bm5jx+/JiwsLB0m3EEBQUBpPvkr3Hjxhw9epSgoKB0CVpKSgoXL17E3NwcNzc3gzY7duzQ3/PfMupL98tqTtoIUVJcvnyZFi1aYGRkxM6dOwstOQPw9vZm9OjR+q8vXbrE2rVrWbp0qb6sXbt2hRZPTlhaWvLs2TOcnJz44YcfcHZ2Zs6cOUUdVrGjUqmwsrLC0tKSL7/8MssEDdI+mbaysuKLL75g2rRpdO3aFYCNGzeyefNmPvnkE/2M5YYNG/jtt9/4+OOP6dKlCwcPHuTPP/+kYsWKWfZhZGSEVqtFURSGDBmSP2+0iMyZMydbs1je3t58/fXXfPLJJ4UQlchPuu+ZrB6nmDNnDnPnzmX27Nnp/h2KjIxk8eLF7Ny5kxs3bqDVailfvjzVqlWjXbt29OzZ0+D3F41Gw7Zt2zh16hQnT54kKCiI+Ph43n77bdasWZPj+K9evcqOHTvYt28fN27cIDw8nLJly9KmTRs++uijLP+NDwsLY9asWfj6+vLs2TOqVq3Kq6++yvTp0/Uf5BU2d3d3Tp8+zXfffcdbb72VZd2NGzcyatQo2rRpY3B8kyihiuR47ELy6NEjxcrKSgGU0NBQfXnPnj0VQFm6dGm6NhMnTlQAZdGiRQblX331lQIo/fv3T9fm999/VwClV69eBuUnT55UAMXR0VFJTEw0uPbw4UPF1NRUsbW1VZKTk/XlSUlJiq2trQIoQUFB6fpq1KiRAiinTp3KzhBkql69eoqLi0ue7vEisbGxCqAASmxsbIH2VZLExcUp7733XlGHUeiWLl2qAIqDg4MSERFR6P1/9NFHikaj0X89depU5eLFi/qvv/vuOyU6OjrT9k+fPlW++OKLAo0xOwYNGqQASps2bYo6lFIjNTVVMTIyUgDF1dVVX2ZsbKwASs2aNRVFURSNRqMvq1atWo760Gq1So0aNfI99sLi4uKixMTEFGqfBfkzRKPRKJcvX1YuX75s8O9CdkVFRSlRUVH5GlNxoBvvrMyePVsBlNmzZxuU37lzR6lataoCKGXKlFG6dOmivP7660q3bt0Ue3t7BVDGjBljMG4RERH6Pp9/vf3227mKv1KlSgqg2NjYKF27dlWGDh2qNGjQQAEUlUqV4e99iqIoN2/eVMqXL68ASoMGDZShQ4cqNWrUUADFw8Mj3e9whWXFihUKoHTu3PmFdbt166YAyurVqwshssKX0+9ZFxcXpV69eoUQWcEo8QnaiRMnlEOHDilardag/Pbt24qnp6cCKP369TO4tn//fv0vitevX9eXBwQEKObm5oqNjY3y9OlTgzZPnz5VbGxsFEDZtm2bvjw8PFypVauWAigHDhxIF58uhg8++EBflpKSogwcOFABlBkzZqRr89lnn+l/AXv+h9LixYsVQGnbtm32BicLkqAVnZcxQQsMDFQAxcTERElKSiqSGGbNmqUcPXpUURRFOXjwoKJSqZR58+YpipL2fdywYcMs2xeXBE1R0n7wAMqkSZOKOpRSY/jw4YpKpVL279+vLxs7dqyiUqmU3bt368vGjx+vqFQqZefOnTm6vyRoOScJWuHLS4LWp08fBVD69OmjREZGGlxLSUlRdu/erXz77bcG4xYbG6uMHDlSWbFihXLixAll9erVeUrQunbtqmzZsiXdz5k1a9YogGJsbKxcunQpXTsvLy8FUCZOnGgQ8yuvvKIAyqxZs3IVT149evRIMTExUYyNjZWHDx9mWu/BgweKsbGxYmZmlu7319JCErQSZv369QqgVKxYUWnfvr0ybNgwxdPTU1Gr1Qqg1K9fXwkPD0/X7oMPPlAAxdLSUunfv7/Ss2dPxcTERDEyMlK8vb0z7Mvb21sxMjJSVCqV0qFDB2Xw4MGKnZ1dum/q512/fl1xcHBQAKVhw4bKsGHD9J/KtGrVSklISEjXJiEhQWnVqpX+fQ0dOlT/tYODg3Ljxo28DZoiCVpRetkStBs3biiAolari/QHx7179/SzH82aNVO0Wq3i6OioAEqFChVe+He0OCVoiqIozZs3z3QlgCh+JEHLOUnQCl9uE7T4+HjFxMREAZSbN29m2vZF46b7nS63CVpWdDNMc+bMMSg/derUC1c7lS1b1mC1U2Hq0aOHAijLli3LtI5uhcqAAQMKMbLC9bIlaCV7ixOgVatWvPPOO1SsWJHLly+zbds2Ll68SJMmTVi8eDGnT5/G0dExXbtly5axfv166taty/79+wkICKBz584cOXKEQYMGZdjXoEGDOHr0KN27d+fs2bPs3r2bmjVrsm7dukwPlHV1deXMmTOMHj2ax48f4+Pjg0qlYsaMGRw+fDjDdc1qtZrDhw8zc+ZMLC0t2b59O3fu3GHUqFGcOXOGWrVq5W3QhCgk586do3bt2piamvL48WPs7e2LLBZnZ2eSk5OJj4/n77//RqVS8fDhQ2JjY3nw4EG+7hBXGAIDA6lfvz4fffQREydOLOpwhBAvoE1O5llgIA8PHuRZYCDa5OSiDinfRERE6HfALV++fBFHkzHdM8/37983KN+1axcAffv2xdzc3OCak5MT7dq1IyIiItvPdc2ZMweVSsWGDRv4+++/6dmzJ3Z2dtjb2zN06FD9Zm9xcXF88sknVKtWDbVaTYMGDfD29k53v2HDhgGwadOmTPvUXRsxYkS2YhTFX4nfJKRu3bp8++23uWo7evRog00DssPT05M9e/bkqE2VKlVYv359jtpYWFgwb9485s2bl6N24uXx/HbwkPZwd3Z2WCssiYmJNG/eHEjbuTG7R0MUJCMjI4PDbnWbSpRUus2JVq5cyZtvvlmom64IUZopioKSkpLpde0/17KbZGmTkwn9/XdibtwgJSYG0zJliLp8mSoDB2KUT4ekq0xNX7gxTkEpV66c/siKNWvW8OmnnxZJHFm5desWABUqVDAoP3fuHADNmjXLsF2zZs04dOgQ586do0OHDtnu7+TJk4wfP55atWrRpUsXzp07x9atWzl37hynTp2ia9eu3Lp1Cw8PD6pXr86RI0cYOnQoe/bsoXv37vr79OrVC1tbWwIDA7l+/Tq1a9c26OfatWv8/fff2NnZ0adPn2zHJ4q3Ep+gCfEyOnfuHN7e3ixYsIDZs2dTvnx54uLiCAwMRKPR8Ouvv2JiUrTf3tWqVUOj0XDlyhXq1KlTpLHkB2tra6pVq1bUYaSTkJBAxYoVadKkCWFhYRme8SaEyBklJYUbq1dnel134P2/Z1wyk3D/PtHXr5McEYGJpSWp8fFEXrxI1KVLWDg750vMru+8gyqfkr2cMjMzY+TIkfzwww9MmTKFrVu30qtXLzw8PPDw8MDW1rZI4tIJDg7Wz5T169fP4FpISAhAul29dXTlunrZtWbNGpYuXcqHH34IpO343atXLw4cOECbNm1wdHTkxo0blC1bFoAff/yRcePGsXDhQoMETa1W069fP37++Wc2bdqU7oN73ezZkCFDsv33URR/JX6JoxAvo8aNGzNy5EggbTnFe++9x6effspvv/1GXFycwSxRUahbty7h4eFs2rSpVCRnkPYLyKuvvlrUYaRjZGTEhQsXUKlU1KhRo6jDEUJkQJOYiDYpCRNLS0xtbTGxtESblIQmMbGoQ8uQSqXK9DV37twM2yxbtoyRI0eiUqkIDAxk3rx59OzZEwcHBzp27Mi+ffsK+V2kSU1NZfTo0SQlJTFs2DD9yg6d2NhYIO04k4zoVlno6mWXl5eXPjkDMDU11S9Hv3btGj/88IM+OYO0VV3lypXjxIkTpPxr9lb3s2fz5s3p+tmyZQuA/ncCUTrIDJoQJdS+ffsyPLDcysoKrVZbBBGl8fX15erVq9SoUYPhw4cXWRwvE0dHRz799FO++uorRo8ezYYNG4o6pBIhMTGR//73v8ycOZPWrVszaNAgEhMTOXPmDEeOHMHX15cWLVoUdZiiCKhMTXF9551Mr0fHxABgU6ZMtu73LCiI+3/+Sezt25iXL4/K2Bjr6tVx7t0b+0yW1uUm5vwyatSoTK+dPXtWvyzweZaWlmzcuJHPPvsMb29vjh07xunTp3n69Cl+fn74+fnx+eef8/777+dbnNkxYcIEjh07Ro0aNTJ8JEb558y3zJaHKlmcCZcV3bmKz9N9iFatWrV0+wkYGxtTrVo1AgMDefLkicEZi56enri4uHDr1i1OnDiBh4cHAAEBAdy6dQsXFxfatm2bqzhF8SQJmhAl1Jw5c/j6668NylJSUvD19WXZsmVFElNKSgp9+vTBzMyMGzduFEkML6svv/ySkJAQfvrpJ7p06SIPi2eDWq1mxowZzJw5k8WLF9OmTRv9tdjYWGxsbNBoNEX2XI8oOiqVKsvlgkb/JEPZfX7MvlkzYm/dQmVsTEp0NGVq1aJM7drYN2uWb8+g5aesPuSZM2dOhgmajpubG5999hkAWq2WEydOMG3aNPz9/Zk9ezb9+vWjQYMG+R1yhubNm8eaNWtwcnJi7969GW5UVeafJDsuLi7De8THxwPk+DnqjJab62bjMluKrruuW0Kro1KpGD58OAsXLmTz5s36BE03ozZixAj5d6qUkSWOQpRQT58+pU2bNqSmppKSksKOHTuwt7fn/PnzTJgwoUhiMjMzQ6vV8ujRI4yM5J+XwrZ582YsLS0ZOXIkERERRR1OiRAWFoZKpaJVq1YG5cbGxmkbReTy03MhnmdkZkbVwYOp1KcPzr17U6lPH6oOHlwsk7P8ZGRkhKenJ76+vlSpUoXU1FQOHjxYKH2vWrWK2bNnY2tri6+vb6Y7YOtWouh2V/w3XXlGK1ayklXClJtkSreE8ddff9X/3P/tt98A2b2xNJLfoIQoge7evYuxsTGWlpY8evSIGzdusGLFCvr370/NmjWLJKb33nsPgPnz5xf5A+EvK5VKxenTp1GpVJnuSCYMTZ06FbVanW4H1FdeeYVu3brJBw0i3xiZmWHfogUVOnfGvkWLUp+cPc/S0hJ3d3cg7cPFgrZ582YmTJiApaUlf/75J02aNMm0rm7326CgoAyv68obNWqU73HmRJ06dWjRogVPnjxh79697N27lydPntCiRYtS86y3+B/5ySNECTR+/HiqVq1KlSpVcHZ2pl69ehw8eJDNmzfz5MmTQo8nLi6O1atXY2RkpF/aIopGvXr1GD9+PHfu3OHYsWNFHU6xt3//fmrUqMHhw4c5fPgwn3/+OU5OTixcuJC9e/cWdXgv1LVrV6ytrfUbGFhbW2d6lqcQRSk4OBjA4NmqgrB7925Gjx6NqakpPj4+eHp6Zlm/d+/eAOzcuTPd0sLw8HD8/f2xtbUtFs946WbRNm3aJGeflXKSoAlRAh04cCDdTlT+/v4AGR5+HhYWxrp169i+fXuBLNkaNGgQiqIUyiej4sW+/fZbzM3NadeuXVGHUqwpisKzZ8/YsmULHTt2pGPHjjRq1IiEhIQi/7Q8uxITEw2enYmLi0v3S6YQBS0yMpJWrVrh4+OTbgfClJQUFixYwNmzZ7GwsKBLly4FFsfx48cZPHgwkLYUsFu3bi9s4+7ujqenJ48ePWLKlCn68tTUVN59911SUlKYMGECpvm4CUtuvfbaa5iYmPDHH3/wxx9/YGJiUix3FxZ5J5uECFHCaDQaNBoNs2fPNiifO3cuJiYmWFtboygKW7duZejQoURERHDz5k3Gjh3Lxo0buXHjRrqDLvPC19eXvXv38s4772BnZ5dv9xV5c/DgQdq2bUvbtm1lJi0TV65cITU11SAZ69u3L0ZGRsydO5f58+cXYXRClCynTp1i4MCB2NjY0Lx5cypUqEBkZCRnz57lwYMHGBsbs2TJEpycnAzavfvuu/plhI8fPwbAx8eHs2fP6uv89ddf2YqhT58+JCQkUL16dbZv38727dvT1Wnbti3jxo0zKFu/fj0eHh4sX76cQ4cOUa9ePU6fPs2tW7do1apVsVkZUr58ebp3786ff/4JQM+ePdONpygdJEETogQZN24chw4dAtKe+VqzZg1169YFYOnSpTRu3JiEhASGDRum/8FkY2ND3759SUhI4Pvvv8/X5AzSntUxMjJiyZIl+XpfkTeenp44OTkREBDAvXv35ADrDBw7dizdjHNiYiJRUVG4ubmlq68oCsOGDSMsLIyffvoJV1fXwgpViGLN1taWgIAAfH198fPz49atWxw/fhxjY2OqVq1K7969mTBhAtWqVUvX9vLly5w8edKg7NGjRzx69CjHcURGRgJw+/Ztbt++nWm9fydorq6unDlzhlmzZuHr64uPjw9VqlRhxowZTJ8+PcOVKUVl5MiR+gRNljeWXpKgCVGCrF27NtNrDRs2JDU1lZs3b/LHH3/oy6dMmULMP2f2fPPNNyQlJWFubp5v8SQmJjJlypRi9QNMpAkMDKRKlSoMHTqU48ePF3U4xc7KlSuZMWOGQVlISAiA/nmTV155BR8fHwDs7OyIiooCoF27dvplxUKUFtlZAj9nzhzmzJljUKZSqfDw8NBv/56Z6OjodGV+fn45CTFLeVnCX6VKFdavX5/nGDIaH51q1aplGWN2xmLYsGEMGzYsl9GJkkISNCFKESMjo3QzZH5+fqSkpHD//n0CAgLy9ZDQd/45yPXLL7/Mt3uK/FO5cmXeeustvv/+ezQaTbqdCl9W8+fPZ8WKFTx58oRFixaxdu1a/aftrq6u2Nra8t///hdFUfj555/17b755husrKwoW7Ysly9fznG/d+/ezfAcprzQffjyvH379uV7P3FxcfL3RwghCokkaEKUcoGBgQC4uLiwZcuWfLvvpUuXSE1N1S+1EMXTihUr+OGHH/Dy8pJZtH/MnDmTmTNnZnhNpVLpl0k9b9y4cfzwww/6XdT69u3Lzp07s92nSqUiNTU1V/FmpV27dumeMezWrRu7du3K976EEEIUDknQhBC50rRpU9RqNT169CjqUEQWzM3N8fLy4siRI0RGRspGLrl0//59fHx8UKvV/Pnnn/otroUQQoj8JtvsCyEy9Prrrxs8y/Y8X19fUlJSeOONN+Qg3xJAt4HLkCFDijiSkmv37t0MHDiQXr16sWrVKjmMXQghRIGR36yEEBn69ttvmTRpUobXPvnkE1QqFUuXLi3kqERuNGvWDLVarX8eUQghhBDFlyRoQogM2dnZYWVlxc2bNw3KIyIiuHjxIl26dMHS0rKIohM5dfbsWVJTU/U7EgohhBCieJJn0IQQmTp69CiVK1cmKipKv5RR9wu+r69vUYYmcsjNzQ2VSsV7773H0KFDizockU/+vdV/XrYZF0IIUTzIDJoQIlO2trbs3r0btVrN1q1bgbQDsi0sLOTZsxLonXfe4cmTJwX+S7ynp2eB3l8IIYQozeQ3LCGKwLfffouRkVG6V0BAQIb1z549m2H9rJIkXRL171d8fHyG9YOCgjKsP2jQIMLDwxk6dCgLFy4kMTGR6dOn58s4iMKlOwNv6tSpBdqPm5ubbPMuhBBC5JIkaEIUgXfffRetVpvu1aZNmwzrN2nSJMP6Wq020z4SEhIyrJ/Zc2PNmjXLsP7ixYupX78+4eHh+ufRBg0alPdBEIWuTp06mJmZsWLFigLtZ82aNfTv379A+xBCCCFKK0nQhBCZunv3LuvWreP+/fs4Ojryyy+/YGVlRd26dYs6NJELKpWK+vXrk5SUxJMnTwqsHzMzMzZu3MiIESMKrA8hhBCitJIETQiRKVdXV/1ZaDExMaSkpFC9enXZiKAEW7JkCSqVipMnTxZoP8OHD0er1dKrVy/5+5ILycnJTJ48GS8vL2bMmKEfwwULFgCg0Wi4efNmuldkZGSG453ZDHx2ZuOFEEIULtnFUYhCZmJiwpYtW9i4cWNRh/JCGo2GSpUq6b82NzfnypUr+ufT1Go1xsbGRRihyA1jY2OGDRtWKBu9JCYmYmxszJUrV3Bzcyvw/kq6lJQUWrduTdeuXVm4cCFmZmZAWmKtKArffPMNM2bMwMjICGNjY9zc3Ojfvz9r1qwB4MGDB3z88cecPn2akydPYmFhQUpKChcuXKBz587Url2bn376CZVKRUpKCo8fP2blypVs375dkjQhhCguFPFSqlevnuLi4lKgfcTGxiqAAiixsbEF2ldJo9Vqi/3r7bffVm7evJnp9dTUVCUqKkr5/PPPlaZNmxZ5vPLK/is6OlqZNm1agfczdepUxdXVVYmLiyvqb7kSw9TUVPnhhx8yvLZs2TLFycnJoMzCwkL59NNP09WtU6eO0rZtW4OyBg0aKK+99lqG97awsMhlxAWnIH+GaDQa5fLly8rly5cVjUaT4/ZRUVFKVFRUvsZUHOjGOyuzZ89WAGX27NnprkVERCgzZsxQGjdurFhaWipqtVqpUqWK0q5dO2X69OmKv79/tsetffv2+ngyeymKohw+fFgBlFGjRuX07RY6IEe/e40aNUr/Xt96661M6yUlJSl2dnb6uocPH857sNmIK6/93L59WwGU9u3bv7BuTr9nXVxclHr16uUpvqIkM2hCFAGVSlXUIbyQ7hP5zBgbG2NjY8P06dMz3dUxOTmZ1NRUOdC6mLGwsGDv3r0sXLiwwPoICgrC39+f69evF1gfpc2wYcPQaDSMGzcuw+sffPABX3zxRbbu1bRpU3755ZcX1nv8+DHly5dn9uzZOYpViH+7e/cuXl5ehISEUKZMGdq0aYOjoyNPnjwhMDAQf39/Hjx4wLJly3J03+7du1OhQoUcxzNnzhzmzp3L+vXrGT16dLrrGzZsYMyYMcyePZs5c+bk+P6FbevWraxcuVI/q/68Xbt2ERkZWfhBiQIjCZoQosCcOXOGd955h9DQUDp16sTYsWPp3r17UYf10jMxMeHu3bsFdn+tVkvLli1JTk4usD5Koz179tC4ceMs62T3l9tdu3Yxa9asLOv8+eefVKhQgfLly/Ppp59mN0whMvT+++8TEhJCnz592LRpE7a2tvprqamp7N+/nzt37uT4vlOnTqVDhw6ZXnd3d+fKlSsG/ZU2jRo14vz58+zevZsBAwaku75p0yaMjY1p0KAB586dK/wARb6TTUKEEAWmVatWBAUF8fjxY1avXs2mTZswMjLCxsamqEN76TVv3rzAnjn66KOPWLt2rTyfmAOpqanExMTQvHnzLOu9+uqr6cru3r3LwYMHOXjwIGvXrsXMzIxx48ZlOCvwyy+/6J8h7du3r768JMzqi+IrISEBX19fIO1DhH8nSyYmJvTs2ZPhw4fne9+WlpbUqVOHihUr5vu9i4shQ4ZgZGTE5s2b012LjIxk9+7ddO7cOVczjaJ4kgRNCFEo7O3t+fnnn9FqtURHRxd1OC+9Zs2aERERUSD33rdvH2PGjCmQe5dWJiYmmJmZERYWlmU9jUaTriw1NZXOnTvTuXNnxo0bR3JyMkuWLMmw/auvvqrftfHw4cMG1x49epT7NyBeahEREaSmpgJQvnz5Qu3bz88PlUplsIyxWrVqzJ07F4AxY8agUqn0Lz8/Pzp06KD/N2ru3LkG1zds2GBw/wsXLjB8+HAqVaqEubk5zs7OjBkzJtPZwLi4OKZMmULVqlVRq9XUqVNHv8lPbjk7O9O+fXt27dpFVFSUwbXffvuNpKSkFx5rEhoayttvv42Liwvm5uY4OjoycOBATp8+nWmbbdu24e7ujoWFBU5OTrzxxhvcv38/y34eP37M5MmTcXNzQ61WU7ZsWXr27MnRo0ez/4aFJGhCiOLjyJEjlC1bFk9PTy5evFjU4ZRqs2fPxs7OrkDufeXKlQK5b2nXqFEj9u/fn2Wd/DyDsH379tSpU0f/9XfffZdv9xYvl3LlyqFWq4EXP79cGAYPHqxfLuzp6cmoUaP0rwoVKtCjRw88PT0BaNy4scH1WrVq6e+zbds2WrRowZYtW6hYsSL9+vWjQoUKbNiwgRYtWnDp0iWDfpOSkujWrRuLFi0iISGBvn37Uq1aNaZOncr777+fp/c0fPhwEhMT2bZtm0H55s2bsbS05JVXXsm07YULF2jWrBnff/89lpaWDBw4EFdXV3x8fGjTpg1bt25N1+abb75h8ODBBAUF0aZNGzp06MCBAwdo3bo1T58+zbCfq1ev0rRpUxYvXoxGo6FXr140atSIQ4cO0bFjR7Zs2ZKnMXiZyDNoQohio3379kRERHD58mVGjhzJlStXsLOz4//+7/9o3759UYdXquh+mSpqiqLI8rp/7Nu3DwcHBy5cuEDDhg3TXddqtXTu3Dlf+7SysgLg1q1bdOzYMV/vXZIpikJ8fHym1+Pi4gCK1TJeS0vLIvteMjMzY+TIkfzwww9MmTKFrVu30qtXLzw8PPDw8Cj058P++9//MmfOHM6dO8e4cePSbRIydepUKlSowPHjxxkwYECGy4Fv377NG2+8gYWFBfv378fLy0t/bePGjYwaNYoxY8Zw6tQpffmSJUsICAjA3d2dffv26d93UFBQnr+/Bg8ezPvvv8+mTZsYO3YsACEhIfj7+/Pqq69ibW2dYTtFURg+fDhPnjxh2rRpfP755/q/J97e3gwbNow333wTLy8vnJycALhz5w6TJ0/G3NwcX19f/TOA8fHxDBgwgF27dqXrR6PRMGTIEO7du8fy5cuZMGGCvp8zZ87QtWtX3nrrLbp06YKjo2OexuJlIDNoQohip169evz999/Ex8dz+fJlypQpU9QhiQLi4uLChx9+WNRhFAtly5bl/PnzeHl5pZtBjoqKolevXqxevdqg/EWJxPPi4uIyXCJ59uxZXF1dadOmTe6DL2Xi4+OxtrbO9OXs7Iyzs3OWdQr7ld2/B9nx/JK/f790Swf/bdmyZYwcORKVSkVgYCDz5s2jZ8+eODg40LFjR/bt25erWDp27JhhHNu3b8/DO3yx5cuXEx8fz6JFiwySM4A33niDAQMGcPr0aYKCgvTluu/PpUuXGiSlzZo147333stTPLa2tvTp04cjR45w7949IG32TFGULJc3+vn5ceHCBapXr878+fMNkvjBgwczYMAAYmJiWL9+vb583bp1JCUl8cYbbxhs0GJpacnKlSsz/CBg586dXLx4kddee42JEyca1GnatCkzZ84kLi6OTZs25WUYXhoygyaEKNbs7Oxo1qxZhtcSEhIYPHgw27ZtKzYzQiJnwsLCmDlzZlGHUWw0aNCAZ8+e8emnn7J06VKqVatGaGgo33//vX4TBoCnT5/y3nvvMXLkSBRFYfDgwXh7e2d4z3v37jFmzBhq1qzJs2fP6Natm8F1RVHo1KlToRxcLkqGUaNGZXrt7NmzGe4UaGlpycaNG/nss8/w9vbm2LFjnD59mqdPn+Ln54efnx+ff/55jpf6ZbbNftWqVXN0n5zSLTfu379/htfbtm3L9u3bOX36NM2aNSMkJITQ0FAqVaqU4Ycdr732WraPycjMiBEj8Pb2ZsuWLXzyySds3rwZR0fHdN/Tz/P39wfSjvHIaMZ35MiR/P777/j7+zN16lQAjh07BsDQoUPT1Xdzc6Np06YGiSn8b7wy2mUS0sYLyPKZN/E/kqAJIUosCwsLPvroIzp37sy1a9dwc3NjypQpeHh4FPqD6uJ/3NzcuHnzJvXq1TPYsTMgIIBKlSrpN8L46quvqFatGg4ODkUVarGkUqn4+uuv+frrrzOt4+DgkK1zzgAqVaqU69mLl5WlpSWxsbGZXtdtdFScdqTNz/Mm/71RxvN0Swcz4+bmxmeffQakLcs9ceIE06ZNw9/fn9mzZ9OvXz8aNGiQ7VhetM1+QdFtAvKinRGfPHkCoN88I7PEMT8Syl69euHg4MDmzZvp0qULly5dYsKECZiYZP7rvC6uatWqZXhdV/785h/ZeS//TtB04zVs2DCGDRuWaTy68RJZkwRNCFGidenShS5dugDw7Nkzbty4wU8//cTkyZOLOLKXU0JCAomJicTHx2Nubq4vb9++PWZmZty8eVNftmbNGjnIWhRLKpVK/3xeRnRLRbOqI8DIyAhPT098fX2pU6cOoaGhHDx4MEcJWlHRaDSoVCreeOONLOvVr18fQL9LY2bPAebH84GmpqYMGTKENWvWMH36dIAX7t6Y3f6fv/6i95IR3fdEz549s3zG7PmNiUTmJEETQpQa9vb2tGrVilatWmVaJyUlBVNT00KMqvj66KOPWLp0ab7e8+7du/j5+RkkZ3PnziUgIICUlBR9WWxsLB4eHvL/QoiXgKWlJe7u7oSGhma6A2BxU7lyZYKDg1mxYkW2ZkqdnZ2BtH8DM5JZeU6NGDGCNWvW4Ovri6urK+7u7tmK6/bt21nG9fw5cs7Ozly/fp27d+/i6uqark1ISEi6ssqVKwMwfvx4+vXrl703IzIlC86FEC+N8PBw3nrrLezs7OjYsSPfffcdDx8+LOqwisw333yT7/c0MTGhevXq+q/HjRvH119/nW5Zi7m5uWzrLsRLJDg4GKDQDpQ2MzMD0J/PltPrupUZ2d2MxMXFhcqVK3Pv3j1OnDiR7np2lyS/iKenJ02aNMHBwYE333zzhfXbtWsHwK+//prhJkG6TTt09eB/z4tltP3+9evXOXv2bLrynI6XyJokaEKIl4aTkxPr168nMjKSvXv30qxZM9q0aWNw7s3LxNTUFK1Wm6/3fH4sp06dyrp164iMjEy3zbapqanszilEKREZGUmrVq3w8fExmCmHtFULCxYs4OzZs1hYWOh/kS9oupmja9eu5er6xx9/rH/OeefOnemuP3v2jG+//ZaEhAR92dtvv61vq3tOEdI2Vlm1alXu3kgGzpw5w5MnT5gyZcoL63bo0IGGDRty+/ZtZs2aZXBg9vbt2/n999+xtrY2OIpgzJgxmJmZsXHjRv0mI5C2hP2DDz7I8OfG4MGDqVOnDhs2bOCrr75K9/cgOTmZ33//nQsXLuTiHb98ZImjEOKlZGZmRsuWLbl161aW9UrzOV2mpqakpqbqP0nOTzt27GDZsmUkJiZm+QC7EKJ0OHXqFAMHDsTGxobmzZtToUIFIiMjOXv2LA8ePMDY2JglS5boz9oqaN26dUOtVrN06VIuXryIs7MzKpWKTz75BDc3N1q3bo2joyPe3t506NCBGjVqYGRkxNixY2nTpg2urq5s2rSJESNG0K9fP9zc3Khbty6KonD37l0uX75McnIyr7/+OhYWFgB88skn7Nq1ixMnTlCzZk06duxITEwMhw4d4s0330x3TEZhUKlUbN68mY4dO7Jw4UJ8fHxo0qQJISEhHD9+HBMTE9atW2ewGUqNGjX46quv+Oijj+jYsSMdOnSgXLly+Pv7Y2RkRJ8+fdKdhWZiYoKPjw/du3dn6tSpLF++nEaNGmFjY0NoaChXr14lMjISHx+fDM95FIZkBk0IITJx7tw5zMzMaNq0KYsWLTL4RLQ0SEpKKpBnwCZPnswrr7xCcHCwQfK3fPnyfO9LCFH0bG1tCQgIYNasWTRp0oRbt26xbds2/Pz8sLGxYdy4cQQFBfH6668XWkzOzs7s2LGD1q1bc+zYMdatW8ePP/7IgwcPAFCr1fz555907dqVs2fPsmHDBn788UeDjYsGDhzIuXPnePvtt0lJSWHPnj34+fmRlJTE8OHD2bVrl8HqAHNzcw4cOKA/5HnHjh3cunWLBQsWFMiS8uxq2LAhQUFB/Oc//yE2NhZvb2+uXbvGgAEDOH78OEOGDEnX5sMPP+S3336jSZMmHDt2jIMHD9KhQwf++uuvTHferVOnDmfPnmXOnDk4Ojpy7Ngx/vzzTx4/foyXlxfr168vtBnUkk6lPD/XKV4a9evXJy4uTr8takGIi4vTn2wfGxsru12JEm316tV88sknxMfH07VrV/bu3VvUIeWZqalpumUoeeXv70/79u1JSEgw2ChkwYIFzJgxI1/7EqVbQf4M0Wq1+qVtbm5uOT4Drjhus18SyLjlnIxZmpx+z1arVg0rKysuXbpUGOHlO5lBE0KIbHjnnXeIjY1Fq9WycOHCog4nXzz/UHh++PXXX+nUqRPXrl0zSM4ePnxYpJ8eCyGEECWJJGhCCJFDzZs3z7D8ypUrODk5MWvWrAx3yypuDh06lG/32rt3L6+99hrOzs6MHDmS1q1b07RpU8qVK4ezszNffPFFvvUlhBBClGby5LYQQuSTunXr8uDBAxYvXoyjoyNRUVGMGzeOBQsWUK5cuaIOr0B1794933eEFEIIIV5GMoMmhBD5yMjIiE8++YSnT5+SmprK22+/zbp164o6LCGEEEKUEDKDJoQQBahp06Y0bdo0w2vJycn4+fnRrVu3Qo5KCCGEEMWVzKAJIUQRUalU7Nq1i/r162NnZ8e8efMICgrK950VhRBCCFFyyAyaEEIUEVNTU1asWAGARqMhLCyMPXv2MGrUKC5cuFDE0QlRej1/+LxWq83xNvtCiML1/DPOz3//llbyL5IQQhQDxsbGuLi4MH78+CyTs9TU1Hzp7+OPPyYhISFf7iVESaNSqfSHqMfFxRVxNEKIF9F9n5qZmb0UCZrMoAkhRAni6enJ3bt36d+/P6+//jrt27fP1X1OnTqFWq3O5+iEKDnKlCnD06dPCQ8PB8DKyirbM2m6T/Nl59KckXHLuZd9zLRaLXFxcfrv0zJlyhRxRIVDEjQhhChBTp48iaIoJCUlMWnSJDp27EjZsmV5+vRpju5z6tSpl+JTSCEy4+DgQFxcHImJidy/fz9HbXXnHBobGxdEaKWWjFvOyZj9j1qtxsHBoajDKBSyxFEIIUoYlUqFWq3m22+/RavV5jg5S01NpUWLFgUUnRAlg7GxMVWrVsXBwUG/3DG74uLiZGlkLsi45ZyMWdqyRgcHB6pWrfrSJKoygyaEEKVUUlISLi4utG7dmmnTptGqVSsAwsLCGDRoUBFHJ0TRMzY2xtHREUdHRxRFQVGUbLXz8/MDoGXLlgUYXekj45ZzL/uYqVSql3K1hyRoQghRSpmbm/Pw4UNu3brFqFGjCAgIwM7Ojlq1avHdd98VdXhCFCu5+UVQdn/MHRm3nJMxe7lIgiaEEKVcjRo18Pf3ByAiIoKDBw/SpEmTog1KCCGEEBmSdFwIIV4iZcuWZfDgwUUdhhBCCCEyIQmaEEIIIYQQQhQTkqAJIYQQQgghRDEhCZoQQgghhBBCFBOSoAkhhBBCCCFEMSEJmhBCCCGEEEIUE6UuQXv27BmOjo6oVCrq1KmTZd2NGzfi7u6OtbU19vb29OrVi4CAgCzbBAQE0KtXL+zt7bG2tsbd3Z2ffvopyzZhYWGMHTsWZ2dn1Go1tWvXZtasWSQmJmbaJjExkdmzZ1O7dm3UajXOzs6MHTuWsLCwLPsSQgghhBBClFylLkGbNGkST548yVa9UaNGcfHiRbp06YK7uzv79+/Hy8sLHx+fDNv4+Pjg5eWFr68vjRo1okePHty4cYPRo0czadKkDNsEBwfTrFkz1q9fj4ODA/3790ej0TB//nw6depEUlJSujaJiYl07tyZefPmERsbS//+/alSpQrr16+nWbNmBAcH52xQhBBCCCGEECVCqUrQDh48yE8//cR//vOfLOsdOnSIpUuX4uDgwLlz59i+fTu+vr4cPXoUY2NjxowZQ0REhEGbiIgIxowZg0ajwdvbGz8/P7y9vbl69Sq1atVi6dKlHD58OF1fY8eO5fHjx0ycOJELFy7w66+/cu3aNV555RVOnDjBwoUL07VZuHAhAQEBeHh4cP36dX799VdOnjzJ4sWLefz4MWPHjs3bQAkhhBBCCCGKpVKToCUkJDB+/Hjq1avH5MmTs6y7ePFiAGbMmIGrq6u+3MPDg/HjxxMVFcW6desM2qxdu5aoqCj69+/PwIED9eVOTk4sWrQIgCVLlhi0OX36NEePHsXR0VFfB8DExITVq1djamrKypUrSUlJ0V9LSUlh5cqVAKxatQpra2v9tUmTJtGoUSOOHj3K33//na1xEUIIIYQQQpQcpSZBmzt3LsHBwfrEJzOJiYkcPHgQgMGDB6e7rivbuXOnQfmuXbsybdO7d2/UajUHDhwweK5M16Zv376Ym5sbtHFycqJdu3ZERERw/PhxffmxY8eIjIykZs2aNG3aNNvxCSGEEEIIIUq+UpGgnT9/nsWLFzNmzBi8vLyyrHv16lWSkpIoX748lStXTne9WbNm+nv+u4/nrz/PzMyMBg0akJiYyLVr1/Tl586dy7TN8+W6erltI4QQQgghhCgdTIo6gLzSarX85z//wc7OzmAZYWZCQkIAMkzOAKysrLCzsyMiIoKYmBjKlClDdHQ0kZGRWbarXLkygYGBhISE0Lhx42z1pSvX1cttm6zUr18/w/Lg4GAcHR05dOhQtu6TGwkJCQV2byGEEC8PPz8/LCwsijoMvbi4OIAC/RlaGsm45ZyMWe5otdqiDiFPSvwM2sqVKzl16hRff/01Dg4OL6wfGxsLgKWlZaZ1rKysDOrq/ptVu3+3yU5f+dVGCCGEEEIIUTqU6Bm00NBQZsyYQfv27Rk9enS22iiKAoBKpXphncy+zk6b7PSVX22ycunSpQzL69evT1xcHJ06dcrR/XJC96mPEEIIkRcdOnTQf0BZHOhmMwryZ2hpJOOWczJmuWNkVLLnoEp09O+++y7JycmsXr06223KlCkDZJ08xMfHA+h3UNS1ef7ai9pkp6/8aiOEEEIIIYQoHUr0DNquXbuws7PjnXfeMSjX7aQYEhJChw4d9HWtra2pWrUqAGFhYRneMy4ujsjISOzs7PTJko2NDba2tkRFRREWFka9evXStdPdT3d/3Z/PnDmTaV+ZtckqvozalAQymyaEECIn5OeGEOJlVaITNIDIyEiOHDmS4bWEhAT9tdTUVADc3NwwNzfn8ePHhIWFpduMIygoCIBGjRoZlDdu3JijR48SFBSULkFLSUnh4sWLmJub4+bmZtBmx44d+nv+W0Z96TYYyUmbksDJyamoQxBCCCGEEKLYK9FLHBVFyfB1+/ZtIC0Z05XZ2dkBYGFhoV/H6+3tne6eurI+ffoYlPfu3TvTNrt27SIxMZHOnTujVqvTtdm5cydJSUkGbcLDw/H398fW1pa2bdvqyz09PbG1tSU4OJgzZ85kOz4hhBBCCCFEyVfiZ9ByY9KkSezZs4cFCxbQu3dvXF1dAThx4gTfffcdNjY2vPnmmwZtxo0bx+eff86OHTv4/fffGThwIACPHj3i008/1d/3ee7u7nh6enL8+HGmTJnCsmXLgLTZvHfffZeUlBQmTJhgcLC2mZkZ77//Pp9//jnvv/8++/bt0z8YvWTJEs6fP0/btm1p2bJlgYxNfrK0tCx1u036+fkB6JfOiheTMcsdGbeckzHLnZIwblntvCyEEKXNS5mgdenShQ8++IDly5fTpEkTunbtSnJyMvv370er1bJ582bs7e0N2tjb27Nu3TqGDh3K4MGDad++PeXKlePAgQNERkYyceJEOnfunK6v9evX4+HhwfLlyzl06BD16tXj9OnT3Lp1i1atWvHZZ5+lazNjxgwOHDhAQEAArq6utGvXjrt373Ly5EkcHBxYv359gY1NflKpVMVq1638oDuHp7S9r4IkY5Y7Mm45J2OWOzJuQghRvJToJY55sWzZMtavX0/dunXZv38/AQEBdO7cmSNHjjBo0KAM2wwaNIijR4/SvXt3zp49y+7du6lZsybr1q1j+fLlGbZxdXXlzJkzjB49msePH+Pj44NKpWLGjBkcPnzYYEmkjlqt5vDhw8ycORNLS0u2b9/OnTt3GDVqFGfOnKFWrVr5OhZCCCGEEEKI4qFUzqBVq1YtW+eFjR49Otvnp+l4enqyZ8+eHLWpUqVKjme9LCwsmDdvHvPmzctROyGEEEIIIUTJ9dLOoAkhhBBCCCFEcSMJmhBCCCGEEEIUE5KgCSGEEEIIIUQxIQmaEEIIIYQQQhQTkqAJIYQQQgghRDEhCZoQQgghhBBCFBOSoAkhhBBCCCFEMSEJmhBCCCGEEEIUE5KgCSGEEEIIIUQxIQmaEEIIIYQQQhQTkqAJIYQQQgghRDEhCZoQQgghhBBCFBOSoAkhhBBCCCFEMSEJmhBCCCGEEEIUE5KgCSGEEEIIIUQxIQmaEEIIIYQQQhQTkqAJIYQQQgghRDEhCZoQQgghhBBCFBOSoAkhhBBCCCFEMSEJmhBCCCGEEEIUE5KgCSGEEEIIIUQxIQmaEEIIIYQQQhQTkqAJIYQQQgghRDEhCZoQQgghhBBCFBOSoAkhhBBCCCFEMSEJmhBCCCGEEEIUE5KgCSGEEEIIIUQxIQmaEEIIIYQQQhQTkqAJIYQQQgghRDEhCZoQQgghhBBCFBOSoAkhhBBCCCFEMSEJmhBCCCGEEEIUE5KgCSGEEEIIIUQxIQmaEEIIIYQQQhQTkqAJIYQQQgghRDEhCZoQQgghhBBCFBOSoAkhhBBCCCFEMSEJmhBCCCGEEEIUEyZ5vcHGjRvzIw4A3njjjXy7lxBCCCGEEEKUNHlO0EaPHo1KpcqPWCRBE0IIIYQQQrzU8pygATRu3Jj+/fvnuv327ds5f/58foQihBBCCCGEECVWviRoTZo0Yfbs2bluf+fOHUnQhBBCCCGEEC+9PG8SYmNjg6WlZZ7uYWFhgY2NTV5DEUIIIYQQQogSLc8zaJGRkXkO4ttvv+Xbb7/N832EEEIIIYQQoiSTbfaFEEIIIYQQopgosgTt2bNnhISEFFX3QgghhBBCCFHs5MsmITparZZt27axZ88eLl++TGRkJHZ2dlStWpUePXowaNAgbG1tAfj444/5+eefSU1Nzc8QhBBCCCGEEKLEyrcE7dSpU4wYMYLg4GAURUl3bdu2bUyZMoUvvviCcePGAaSrJ4QQQgghhBAvs3xJ0A4ePEjv3r1JTk6mfv36DB06lIYNG2JlZcX9+/cJDg7m119/5caNG7z99tsEBQWh1Wrzo2shhBBCCCGEKDXynKBFREQwdOhQNBoN3377LePHj8+w3rx589izZw/jxo3ju+++w9TUNK9dCyGEEEIIIUSpkudNQpYvX05ERATLli3LNDnT6dmzJ+fOnaN58+YkJyfntWshhBBCCCGEKFXynKDt3LmTihUr8t5772Wrfrly5fDx8aF8+fJ57VoIIYQQQgghSpU8J2jBwcG0atUqR20qVapEeHg4Go0mr90LIYQQQgghRKmR5wQtJSUFc3Pz/IhFCCGEEEIIIV5qeU7QnJ2duXDhQo7axMTE4OHhQc2aNfPavRBCCCGEEEKUGnlO0Dp16sSVK1c4dOhQtuorisLo0aM5efIkd+7cyWv3QgghhBBCCFFq5DlB++CDDzAyMmL48OGcP38+y7oPHjygQ4cObN++Pa/dCiGEEEIIIUSpk+cErV69esyfP5/w8HBatWrFxIkTOXbsGNHR0SiKQmRkJEePHuWjjz6iTp06HDt2jFatWtG3b9/8iF8IIYQQQgghSo08H1QNMHXqVExNTZk+fTqrVq1i1apV6eooigLAqFGjWLVqVba35RdCCCGEEEKIl0WeZ9B0Pv74Yy5dusT48eNxcXFBURT9q2zZsowYMYKjR4+yfv16LC0t9QmbEEIIIYQQQog0+TKDplOrVi397FlCQgKRkZHY2tpiaWmZru60adMYM2ZMfnYvhBBCCCGEECVavs2g/ZuFhQUVK1bMMDkDcHNzo3379vnS15IlSxg4cCCurq7Y2tpibm6Oi4sLo0aN4tKlS5m227hxI+7u7lhbW2Nvb0+vXr0ICAjIsq+AgAB69eqFvb091tbWuLu789NPP2XZJiwsjLFjx+Ls7IxaraZ27drMmjWLxMTETNskJiYye/ZsateujVqtxtnZmbFjxxIWFpb1YAghhBBCCCFKrDwnaNHR0VkmGtmRmJhIdHR0rtsvXLiQPXv2YG9vT+fOnenduzdqtZqNGzfSrFkz9uzZk67NpEmTGDVqFBcvXqRLly64u7uzf/9+vLy88PHxybAfHx8fvLy88PX1pVGjRvTo0YMbN24wevRoJk2alGGb4OBgmjVrxvr163FwcKB///5oNBrmz59Pp06dSEpKynA8OnfuzLx584iNjaV///5UqVKF9evX06xZM4KDg3M9VkIIUVC0yck8Cwzk4cGDPAsMRJucXCzuJYQQQpQkeV7iWLZsWUaPHs2PP/6Y63u88847/Pzzz6Smpuaq/Y4dO2jevDlqtdqgfPXq1bz77ruMGzeOkJAQjI2NATh06BBLly7FwcGBEydO4OrqCsCJEyfo0KEDY8aMoUOHDpQtW1Z/r4iICMaMGYNGo2Hbtm0MHDgQgPDwcNq2bcvSpUvp27cvHTt2NIhh7NixPH78mIkTJ7J8+XIAUlNTGTp0KD4+PixcuJC5c+catFm4cCEBAQF4eHiwb98+rK2tgbSZwo8//pixY8dy5MiRXI2VEEIUBG1yMiHe3sRcv05KdDQmZcoQffUqlV95BZWJCSgKilYLWm3a88m6P2u1adc0GpR/rmmTkrj/55/E3rpFalwcpra2RJw/j8urr2KSyaqMoqRNTiby/HmSo6Iws7XFrlEjjMzMijosIYQQJVSeEzTdRiD5cZ/c8vT0zLD8nXfeYcmSJdy8eZNr165Rr149ABYvXgzAjBkz9MkZgIeHB+PHj2fFihWsW7eOjz/+WH9t7dq1REVF0b9/f31yBuDk5MSiRYsYOHAgS5YsMUjQTp8+zdGjR3F0dGTRokX6chMTE1avXs2uXbtYuXIlM2bMwNTUFICUlBRWrlwJwKpVq/TJGaTN+v30008cPXqUv//+m+bNm+d6zIQQIr8oisLDQ4d4eOAAcbdvY2xpSWpcHJHnzxN54QIWzs45ul/C/ftEX79OckQEJpaWpF67RsyNG8Rcu4aViwvGFhZpL0tLTHR/trBAExKCytychIcPMbG0xFitznOi9KLk6/nENDkyElNbW6KvX6fq4MGSpAkhhMiVfNkk5NixY4wdOzZP7QuKbtbM7J8flImJiRw8eBCAwYMHp6s/ePBgVqxYwc6dOw0StF27dmXaRrek8sCBAyQmJupn8nRt+vbti7m5uUEbJycn2rVrx6FDhzh+/DgdOnQA0sYiMjKSmjVr0rRp0wzjO3/+PDt37pQETQhRpDRJSURfvUrUhQs8PX2axIcPMbawwNTGBv6ZCdP8awm8ysgIVKq0/xoZoXr+z/+8Eh8/BsDc3h6zsmVJfPwYbXIymsREtCkpaFNSSMlgWbzm9m0AQh49+l9/JiYYW1ikJXL/JG3Glpb/K/vXy8jMDJVKBaSfFTS1sSH66lUqdO9OamwsyRERPAsM5NHRoyQ8eICxuTlmdnaoVCoiz5/HvkWLghp6IYQQpVi+JGg3b97k5s2bebqH7gdiftq4cSPXrl2jdu3a1KhRA4CrV6+SlJRE+fLlqVy5cro2zZo1A+D8+fMG5bqvddefZ2ZmRoMGDQgMDOTatWs0btwYgHPnzmXaRld+6NAhzp07p0/QstPm+XpCCFHYEsPDibxwgehr11D+WZpubGWFukIFUuPiUJcvj8rICKvq1XHu3RuHFi1QGRunJWbZ+Lf+WWAgRiYmxN66hamdHdqUFKyqV6dijx7Y1qmDJiGB1IQENP96GcXFoSQlYWJtjSYhIW3ZZGoqqTExpMbEZOu9qYyN9clawsOHRF28SOKjR5hYWpL87BmR584ZzArG3rpF8rNnGJubY2pri6mtLSnR0SRHReV+gIUQQrzU8pygHT58OD/iyBdff/01ly5dIi4ujitXrnDp0iWcnZ3ZsmULRkZp+6GEhIQAZJicAVhZWWFnZ0dERAQxMTGUKVOG6OhoIiMjs2xXuXJlAgMDCQkJ0SdoL+pLV66rl9s2Walfv36G5cHBwTg6OnLo0KFs3UekiYuLA5BxywEZs9wpbuOmpKaivXcP7d27KP/8ewigKlMGo2rVUNWqhebkSbT37xP95AkqS0tijIx4EhODyt8/x32larVozcxQHjxAZWlJtKLwOCYG1ZkzGTcyNSWpYUMA7lpZpS2bT02F5GSUpKS0/yYn/+/rjMo0GoNbah8+RHv/ftr71GjS6j59SkxoKMbm5qisrFCsrEgtUwYiI0FRIDQUowoVeBoczOUC+OCxIBS3v2slgYxZ7si45ZyMWe5otdqiDiFP8pyg5ddW+flh7969+uWLAFWqVOHnn382WAoYGxsLkOn2/5CWpEVGRhIbG0uZMmX0bbJqZ2VlZXD/7PSVX22EEKKgKNHRaO7cQRsWlpbwABgZYeTsjJGLCyp7e/2smKptW7R37qDExaGyskpL3Exy/mNGZWKCSR7vpVKpwNQUTE1R/fPv5gvfqy6hS06GpCQ0N2+ipKaiPH2adh+1GlXFipi0aYPJP88vK6mpYGKC9v59lPh4VBUqpI1NtWo5ft9CCCEE5PNB1UXtwIEDAERGRnLhwgXmzZtHhw4dWLBgAZ999hnwv81Islpm8+8NS7KzgUlGdV7UV361yUpm58DVr1+fuLg4OnXqlKP7vex0n2DJuGWfjFnuFOW4aVNSiLl5k6gLF0h48ABUKqhSBVNbW+waNsSmXj1MLCwKPa4Xye8xy+gZtDK1a6fbAETboUOJ3sVRvkdzTsYsd2Tcck7GLHd0K+dKqlKVoOnY2dnRrl07du/ejYeHBzNnzqRbt260bNmSMmXKAP+bMs5IfHw8gH4HRV0b3TUbG5sXtnm+XWZ95VcbIUTplt/buEdHR5MUF4cqNJToR49INjXloYkJMc+e8fTaNZ7dukV8fDyJKSkkpaZiZm+PrYsLqXFxJAQHc3f5chISEkhISCAxMRGNRoOlpSUWFhaULVuWqlWrYm1tjbW1NQ8ePMDc3BwLCwvUajVqtVr/57Jly9K2bdt8HKn8ZWRmRtXBg1849kZmZrIhiBBCiHxTKhM0HVNTU4YNG8bff//Nzp07admyJVWrVgUgLCwswzZxcXFERkZiZ2enT5ZsbGywtbUlKiqKsLAw/Xb9z9PdT3d/3Z/PnDmTaV+ZtckqvozaCCFKL90sTvSVKyQ9eYKJtTVPAwOp3L8/xmr1/zbfMDYmNj6euyEh3A0N5WZwMEePHuX27ds8fvw4LeFKTCQ5ORlFUTBSqdDmwxEpeaVWq/XJ3LNnzzA2Nsba2hpbW1vKli1LuXLlqFq1Ko0aNaJWrVrUrFmTihUrFtqno5J8CSGEKGylOkEDKFeuHACP/9m22c3NDXNzcx4/fkxYWFi6zTiCgoIAaNSokUF548aNOXr0KEFBQekStJSUFC5evIi5uTlubm4GbXbs2KG/579l1Jdug5GctBFClF6R588Tfe0aT0+dIkFRuBcRwT0/P0I2bCAkPp6wp095Eh1NdEICKf/a5CIrmSVnKpUKVdofMPpnG3wnJyfatm2LpaUllpaWbNiwAUhbQvJ8oqQoCs7OzrRr147Y2FhiY2M5dOgQKSkpaQdQa7X6l05iYiKJiYk8efJEXxYREUFoaGimsZubm2NjY4OjoyM1atSgbt26NG3alPj4eCpUqJDtMRBCCCGKo1KfoB05cgSAmjVrAmBhYUGnTp3Ys2cP3t7efPjhhwb1vb29AejTp49Bee/evTl69Cje3t6MGDHC4NquXbtITEykV69e+jPQdG3mzZvHzp07SUpKMjgLLTw8HH9/f2xtbQ2W+Hh6emJra0twcDBnzpxJdxZaZvEJIUq+2NhY7ty5w+XLl9m+fTshISFooqOJvH+f+9HRRKekvPAetpaWVLK3p5K9Pefv3qWslRXOZctSoWxZKpYtS2V7e8olJmIaHo7a2BjrsmUxSkxEXbYsVYcOpVI2/m1ZuXJlnt9rcnIysbGxxMTEEBsbS1RUFIcPHyY0NJT79+/z8OFDnjx5wrNnz4iOjqZ8+fKUKVOGu3fvkpSUxOPHj3n8+DGXLl1i586dBve2tLSkadOm1KhRQ3/ESoMGDXB3d6dKlSoFcqyLEEIIkV9KfILm7+/P/fv3GTRoECbP7fCVkpLCmjVr+Pnnn7GwsGDYsGH6a5MmTWLPnj0sWLCA3r174/rPblwnTpzgu+++w8bGhjfffNOgn3HjxvH555+zY8cOfv/9dwYOHAjAo0eP+PTTT/X3fZ67uzuenp4cP36cKVOmsGzZMgBSU1N59913SUlJYcKECZiamurbmJmZ8f777/P555/z/vvvs2/fPv3OjUuWLOH8+fO0bduWli1b5tMICiEKW1JSEnfu3OHkyZP89ddf+Pj48OzZM5KTk7N9D1NTU+zt7alQoQLVq1enTp06tG3Thh7duoGipJ0BptWm/ff5P2u1RJ49y8MDB4gPDcXcwYGUuDisa9TAohBnn8zMzLC3t8fe3l5f1qZNmwzrajQa4uLisLGxITU1lZs3bzJ16lTu3LnDgwcPiIyMNBi7+Ph4jh8/zvHjxzO8n+5ZuQoVKlC3bl3effddmjVrZvABmxBCCFFUSnyCFhwczJgxYyhXrhzNmzfHwcGBJ0+ecOHCBR48eIBarWbDhg1UqVJF36ZLly588MEHLF++nCZNmtC1a1eSk5PZv38/Wq2WzZs3G/zSAGBvb8+6desYOnQogwcPpn379pQrV44DBw4QGRnJxIkT6dy5c7r41q9fj4eHB8uXL+fQoUPUq1eP06dPc+vWLVq1aqXfXfJ5M2bM4MCBAwQEBODq6kq7du24e/cuJ0+exMHBgfXr1+f/QAohCoSiKJw6dYrNmzfj5+fHjRs3SE1NJVW3ZX0mTExMsLa2xs3JicFVq1JBraZqlSpEGxlRrUkT6o0cmeuNQtTlypEcGYmpjQ0p0dGoK1SgTO3a2BXTpdPGxsb6zZlMTEyoU6cO27dvN6gTGxvL1q1buXv3Li4uLlhbWxMcHMzVq1f57bffSEhI0NfVbXBy//59goKC2Lx5M6ampjRt2hQzMzPat2/P8OHDqVOnjsy2CSGEKHQqJaf7thczt2/fZu3atRw5coRbt27x5MkTzMzMqFatGp06dWLixInUqlUrw7YbNmzgm2++4cqVK5iamtK6dWtmzJiR5a5ix48fZ8GCBfz1118kJydTt25d3nvvPcaMGZNpm9DQUGbNmoWvry/Pnj2jSpUqvPbaa0yfPh2LTLaqTkhI4IsvvmDLli2EhoZStmxZevTowfz58w2SzdzSbbN/586dPN/rZSLb3ebcyzZmcXFx/P3336xatYq//vqLe/fuocng2TC1Wk3z5s1p1aoV4eHhVK5cmSZNmlC/fn1cXFwIDAwk9cIFXABjc3NsGzZEk5iYb9u45/fOkMVBVn/XtFot9+/f5/Tp0wQFBXH16lVu376NSqUiNDSU8PDwdG1MTU1xcXHB09OTwYMH07lz50z/zS7JXrbv0fwgY5Y7Mm45J2OWO9WqVcPKyirT46aKuxKfoInckQQtd+QfypwrzWOm0Wi4ePEif/zxB0ePHuXRo0dcvHjRYBMMHUtLS2rVqkWHDh0YPHgwrVu3Nlje/G8HfvmF1L/+onr16lTq1w/r6tUL8q2UCrn9u6YoCnfu3GH79u1899133L59O8PlpkZGRjRr1ozWrVvTunVr2rRpQ7Vq1Ur8LFtp/h4tKDJmuSPjlnMyZrlT0hO0PC9xzOgvjEql4uDBg3m9tRBCFBuKohAaGsrJkyfZs2cP/v7+3L59O8PZsUqVKlG+fHns7e3p3bs3w4cPx8nJKdt9aRIT0Zw9C4Bdo0aSnBUwlUpF9erV+eijj/joo48AuHbtGps2bWL//v1cvnyZmJgYtFotgYGBBAYG8s033wBpM6Fubm507tyZvn370rJlS/1zw0IIIURu5DlB8/PzS1dW0j9NFEIISNsC/tChQ+zcuZM///wz063fjYyMqFy5MtOmTaNv375UqlQp130qikL4oUMoiYmorKwoX4wPci7N3NzcmD9/PvPnzwfSNoR6+vQp586d46+//mLbtm2EhYWRmJjIuXPnOHfuHEuWLAHSEvQuXbrQpUsXOnXqhLOzc1G+FSGEECVMnhO0jJbyCCFESXX//n2+++47fv/9d65cuWIwQ6ZSqVAUBRMTE1xdXencuTODBg3Cw8PD4BiNvIi5do2YGzdApcK4WTOMslgGKQqPo6Mjjo6O1K1bl1dffZUFCxZw5MgRvL299bOpup+H9+7d46effuKnn37i+++/x93dnYiICFq1alUqn2ETQgiRv0r8Lo5CCJEXqampeHt7s3HjRk6cOEFkZKTB9f9n777Do6i+Bo5/Z3t6LyQQOqFDAOlFCE2KIKCiokCwoKIoFn4oooKiYkHs2LCCIEhHlCq9l4AIgUAoCQkJ6WV3k915/0iyL5GA9E05n+fJY3Zm7szZSQxz9t57ro+PD0OHDqV///7Uq1ePxMREbrvtNgw3oaBGflYWSevWAaCtVw+Nj88Nv4a4Mdzd3enbty99+/YFCtd12717N0uWLGHNmjW0b9+e7du306FDB6ZPn87XX3+NXq+nVatWdOrUiU6dOtGhQwd85GcshBDiXyRBE0JUKqqqkp2dzebNm1m6dCnz5s0jJSWlxDEajYZatWpxxx138MQTT1C/fn3HvuJF729GXIl//IHdasUUHIzGz++mXEfcHAaDgXbt2tGuXbuL9nl7exMSEkJCQgJbt25l69atTJs2DUVRaNmyJX/88cdFS7sIIYSovKRIiBCiQisuJ79n1y5mzJvH+h07sFit5OfnlzguMDCQTp06MXLkSHr16lVi4ftbEV/q7t1kHz+Oa9WqVOnVi9g9e27J9cXN9+677zJt2jROnDjBxo0bHV8xMTHk5uaW6EXbtm0bTZs2xdXV1YkRCyGEcCYpEiKEqJBUVWXH1q1MGTeOv/btI9tiKbE/JCSEfv360b9/f7p27eqUynt2q5VT8+eTvn8/6QcPojEYMPr7o5OH8wpHURRq1apFrVq1GD58OACJiYkkJCQ4/s3Mzc2lR48eAAwePJgHH3yQ22+/Ha1W67S4hRBC3HpSJEQIUWGoqsrGjRuZP38+3333HVlZWSX2u2i1tK5enXHjxtH/iSdu+YdJqqqSn5mJJSUFS0oKqTt2kLxpE3lJSehcXbGZzeRnZ5MeHX1L4xLOERwcTHBwsOP18ePHCQgI4MSJE44iI6GhoTzwwAM8+OCDNG7c2InRCiGEuFVkDpoQotxLSkrio48+Yv78+cTExJTYZ9RqifD1ZUTTpoQXFfbwiInh+KxZmAIDMQUFYQoIwBgUhO4GVtizWSxYz58vTMaK/5uSgv2CBZCzjx8nPysLnasrLiEh6FxdKcjKwpqRATISodJp3LgxsbGxbNmyhR9//JG5c+cSHx/PtGnTmDZtGp999hmPP/64s8MUQghxkzktQYuJiSExMZHOnTs7KwQhRDlms9lYvHgxb775JnsumK/l7u7O3XffTfPmzfFJTCTs0CEKMjJwDQ3FkpyM3sMDrclEQVYW2VlZZMfGOtrqPDwumbQVzxWzZmRg8PLCu2lTNAZDYa9YRkZhApac7EjE8jMzS41b0Wgw+Plh9PPD6O+PotViTkxE7+WFJTkZ91q1MHh5wSXai4pNURQ6dOhAhw4dmDFjBsuWLePHH3/k999/p3fv3o7jNm7cyOnTpxk4cKDMVxNCiArmuhO04gVaZ8+eTcerWFD1rbfe4ocffiixxpAQQhS7VEJ0/PhxXnvtNRYsWEBubm6JNsOGDePzzz/H3d0da3o6J374gfRz59BWrYrGYMC9Zk086tUjtH9/8jMyMCclYU5OxpKUhDU9/ZJJm8HXl8xDh7CkpFCQm4ui02H09cUjPJz89HTUgoJS34POzQ2jv3/hV0AARj8/DD4+KEVziuxWKygKWTEx5Gdm4l6rFh716uHdtCls2nTzbq4oF4xGI4MHD2bw4MFkZmbi6enp2Pfuu++ydOlS3N3dZb6aEEJUMDekB+3MmTN069aNV199lZdffvlGnFIIUYkVF88oTlxUV1e2/fgjs3fuZMvWrSWO9fHx4aGHHuK5556jWrVqQFHJ+tWrQVUJ7tED99q1yf9Xoqf38MC1alXHeWwWC5bk5FKTtqwjR8iMicGallY4DDE3F4OPD3aLBZeQEBSt1tEjVvxl8Pf/zyGTGoOBsCFDSk1EhbjQhckZQOvWrfn77785fvy4zFcTQogK5oYkaNWqVSMxMZFJkyaxfv16fvrpJ4KCgm7EqYUQlVB6dDSpu3axbfNmlpw/z/YzZ0i/oAqjTqfj9ttvZ+LEiXTu3PmiYh/p+/eTFx+PRq8n5I470P/r4bY0WqMR16pVS03aEpYvJ+fkSQze3hi8vSnIzUVjNOLVqBEh/fph8PZG0Wiu6b1qDAZ8W7W6prai8po4cSIvv/xyqfPV1q9fz/bt250dohBCiGt0bU8U/xIZGcnGjRsJCwtjzZo1REREsHr16htxaiFEJZOeksJzzz9Pt08+4ckdO/gjNpZ0i4UANzfG3n8/S5YsISsri1WrVtGlS5eLkjNrWhrJmzcDENCx4xUlZ5dSnLT5tmyJZ/366D09Mfj5oTWZ8KhdG6+GDTH6+l5zcibE9Sier/bFF1+QmJjIggULGDhwIKNGjXIck5aWRv/+/Zk9e/ZFQ4KFEEKUTTfsqaJ169bs27ePu+66i8TERHr37s3EiROlDL8Q4j+pqsq8efNo2qgRvgEBfPfXX2QULSTtotXyUrt2/DFuHJOefZb+/ftjMplKP4/dTuLq1agFBbhWq4ZXkyY3JD7vpk3xqFcP91q1QFVLzhUTogwwGo0MGjSIhQsX8uijjzq2//rrryxbtowHHniAoKAgRowYwdq1a1FV1YnRCiGEuJwb+rGvl5cXCxYsYMaMGej1et566y1uv/124uPjb+RlhBAVRE5ODp9++ikhVapw7733cuDQIVRAoyg0r1GDd9u1Y3mPHtzduTM+9ev/Z0KUtm8feQkJaAwGgrt3v2HrnBXPFQvt14+Qvn0J7dePsCFDZK6YKPN69OjBpEmTqFWrFtnZ2Xz//fdERkbSunVrli5dKomaEEKUQTdlXM5TTz3Fli1bqF27Nps2baJ58+YsW7bsZlxKCFEOJSYm8sorr1CjRg3GjBlDYlISAEFeXjz/4INkpqWx+8gR+gwciGe9evi3afOfCZElNZWULVuA6x/aWJriuWLBkZH4tmolyZkoF2rWrMnrr7/OsWPH2Lx5M4899hiurq7s2rWLgQMHcuLECWeHKIQQ4l9u2sSJiIgI9uzZw9ChQzl//jwDBgxg3LhxFFyiHLUQouI7c+YMvXr1IiQkhDfeeIOUlBSq+fkxYeBA/nj9dY7u3s27P/yAm5dXYULUsiXutWphCgq6bEKk2u0krV6NarPhGhaGl1SwE6IERVFo3749X3zxBXFxcUyYMIHHHnuMWrVqOY7ZunWrLH0jhBBlwE1dqNrd3Z3Zs2fTtWtXnnnmGWbMmMHmzZv55ZdfbuZlhRBlzNmzZ+nWrRvr1693DKnS63RMvuce+rdsiXfdugRFRqL714K7Rn9/AMwpKZc9f9reveSdPXvDhzYKUREFBAQwderUEttOnTpFVFQU9evXZ+LEidx7772yppoQQjjJLSk99sgjj7Bjxw7q16/Pzp07iYiIYMeOHbfi0kIIJ4qJieGZZ55h2LBhrFu3DlVV0et0DO3YkV1vvcXgjh2pescdhPTrd1FyBv+foFkuk6BZzp8npWhttMDOndF7eNycNyNEBXbq1Cm8vLz4559/eOCBB2jYsCE//PCDjHoRQggnuGW1oRs1asSuXbsYPnw4mZmZHD58+FZdWghxi8XGxvLII4/QoEEDDhw4AIDBYGDEHXew6623eG3IEHxq1qTGsGF4NWhwyR6v4gStICsL2wXroBVT7XYSV61Ctdlwq1EDz4YNb96bEqIC69ixI3Fxcbzxxhv4+voSExPD8OHDqV+/Pt9++y35RVVVhRBC3HzXnaCFhYXhX/QQ9V9cXFyYNWsWP/zwA66lfFouhCjf9u7dy6BBg6hXrx5ff/01drsdo8HAXe3bs+udd/hfr16YTCYCu3Sh6qBB/9nbpTUa0RUdU1ovWuqePZiTktAYjQR16yZDG4W4Dl5eXrz88svExcXx9ttv4+/vT2xsLC+88AJms9nZ4QkhRKVx3XPQ4uLirrrNsGHD6NevHxkZGdd7eSFEGbBt2zZGjx7N/v37Hdu6Nm/O8GbN8EtIAJuN3IMHcb/9dkL69MHo63vF5zb5+5OdlYUlJQXX0FDHdsv585yXoY1C3HAeHh6MHz+eMWPG8MUXX2A0GvEo+v9LVVXmzJnD4MGDMRqNTo5UCCEqpls2xPHfvL29qV69urMuL4S4AdavX0+jRo1o166dIzlzcXHht08/5b3ISKqeOgVmM2Rno+h0eIaHX1VyBqXPQ1PtdhL//BPVbsetZk08GzS4cW9KCAGAm5sbzz33HGPGjHFsW758OQ888AC1a9fm448/Ji8vz4kRCiFExeS0BE0IUX798ccfhIeH07VrVw4dOgSAq6srEydOJDU1lSYGA5n//IPWZELx8UEJC0Pn6kp+ZuZVX6u0BC11927M586hMRoJlqGNQtwyVquVqlWrEh8fz9NPP02tWrWYPn06ubm5zg5NCCEqDEnQhBBXLCYmhn79+tG7d29iYmKAwsTstddeIzU1lddffZX0jRvJPnr0/9ctc3WFvDz0np4YvLyu+pqGCxI01W7HkpLC+W3bAAjs0gWdu/uNeXNCiP80aNAgjh07xhdffEFYWBiJiYmMGzeOmjVr8u6770oxESGEuAEkQRNC/Kdz584RFRVF48aNWb58OVqtlipVqjB58mRSU1N59dVX0VitnJ4/n4xDhzAFB+PXujW+t92GoihogoPxqFcP76ZNr/raBm9vFK0WtaAAa1oaZ4uGNrrXrIln/fo34d0KIS7HaDTy2GOPcfToUb7++mtq1qzJuXPn+Omnn2TtNCGEuAFu6kLVQojyLTc3l8cee4zZs2djt9sB6Nu3L++//z7h4eH/f1x8PAnLl2PLy0NrMlHljjtwCQ4mPTqaxI0bUdzcCBsy5P971a6CotGg9/Ii4+BBYj7+GFteHm7Vq0vVRiGczGAwMGrUKB566CFmz55NcHAwGk3h5745OTl8/PHHPPHEE3h6ejo5UiGEKF8kQRNCXKSgoIAJEyYwY8YMx5AlnU7HJ598wmOPPeY4TlVV0qOjSd6wAdVuxxgQQEjfvo6hjL6tWqErmnd2LckZgN1qJSsmhsyYGOwWCxqjEVNQ0DWfTwhxY+n1eoYPH15i2xdffMGECRP45JNP+Pjjjxk4cKB8oCKEEFdIhjgKIUpYvnw5AQEBvPfee+Tn56MoCnfddRepqaklkjN7QQFJq1dzbv16VLsdj/Bwwu6++5rmmV1OenQ0ltRUrGlpANjMZqwZGaRHR9/Q6wghbpy6detSu3Zt4uPjGTRoEAMHDuTUqVPODksIIcoFSdCEEEDhcMYnn3ySfv36kZ6eDkC7du2Ii4vjt99+c6yDBJCfleWYb4aiENCxI1V69UKj19/wuKwZGWC3o3N1xejnh2fduhRkZRVuF0KUSXfeeScHDhzg5ZdfRqfTsWTJEho2bMj06dMpKChwdnhCCFGmSYImRCWnqipz586lfv36fPbZZwAEBASwevVqtmzZQlhYWInjc+PjOTlnDuakJLQmE1UHDsS3ZcubNnzJ4OWFKSgIrYsLOk9PrOnp11wRUghx67i4uPDGG2+wb98+OnToQE5ODuPGjWPcuHHODk0IIco0mYMmRCW2Zs0ahg0bRmJiIgBhYWG8/fbbDB069KKE67/mm90s3k2bkllU0j8/MxNTQMA1V4S8WcxmM0lJSSQmJpKUlITVasVms2GxWDCbzZjNZvLy8hyv69Spg91uR1VVDhw4QEJCAhaLBYvFQn5+Pi4uLmRnZ2M0Gtm5cydBQUH4+/vj5+dHYGAg/v7+eHp6ypweUS40atSIDRs28M033/Dqq68yduxYZ4ckhBBlmiRoQlRCSUlJ3HPPPWzYsAEArVbLpEmTeP7553F1db3oeHtBAefWrSsc0gh4hIcTHBl5U4Y0/pvGYCBsyBDSo6OxZmRg8PLCu2nTm14kJDMzk6ysLEfiNX/+fI4dO0Z6ejpZWVlkZ2eTl5eH2WzGZrPdtDhWr15d6nZFUTAYDLi6uuLh4YG3tzetW7cmNDQUf39/TCYTAQEBVK9enYCAAPz9/TEajTctTiEuR6PR8MgjjzB8+HAMF/y/++qrr9KiRQsGDBjgxOiEEKJskQRNiErEarXy2muvMW3aNEdS4e3tzY8//ki/fv1KbZOflUXC8uWYk5IK55t16IBPixa3tPdGYzDg26rVDT1nZmYmBw4cYPPmzezevZsTJ05w9uxZ0tLSyMvLcywrcKUMBgPBwcEEBQVx4sQJUlJSHPsURUGr1Tq+OnXqhMFgQFEU4uLiSEtLQ6vVotfr0Wq1WK1WsrKyyM/Pp3fv3qSlpZGSksI///xDbm4uUNijWdzrlpaWxqlTp4j+j8IpWq0WV1dXAgICGDRoEK1ataJhw4bUrFkTd1nwW9wCFyZn27ZtY/LkyQAMHDiQjz/+mKpVqzorNCGEKDMkQROikti9ezf9+vVzDGdUFIXHHnuMjz76CP0lesJKW9/M7V9z0so6m83G0aNHWbduHVu2bCEzM5Po6Gji4uL+s61GoyEoKIjg4GDy8/NRVRVvb298fX3x8/MjKCiIwMBAQkJCGDJkCDpd4Z/U5ORkbDYbrq6uuLq6OrZfjbVr1wLQrVs3x7a0tDSSkpI4ffo0cXFxnDx5koSEBBITE0lOTqZXr16cP3+e5ORkNm7cyLlz5y66F1lZWWRlZfHee+85thcnkP7+/oSHh9O6dWvuuOMO2rdvL71u4qZp2rQp//vf/3jvvfdYtGgRq1ev5s033+TJJ5+UBa+FEJWaJGhCVHD5+fm8/fbbvPbaa45eofr167N48WLq1atXahtnzTe7XikpKaxevZrVq1ezb98+4uLiSE1NRVXVUo93d3cnOzsbLy8vQkJCqFmzJg0aNKB58+a0bduWmjVrolxi+KKi11+yFzEgIOCGvacL+fj44OPjQ/369a/o+Ly8PM6fP09SUhInT54kLi6Oo0ePEhsbS7Vq1fjnn3/4+++/yczMpKCggMTERBITE/nrr7949913gcJ71K1bN5o2bUqjRo1o2LAh4eHhZSZxU1UVtWitPrWoOqDdagUu/zMSzufq6spbb73F/fffz2OPPcbWrVsZO3YsP/74I19++SURERHODlEIIZxCEjQhKrBDhw4xfPhwdu3aBYCnpyeTJ0/m6aefvuSDqzPnm12p3Nxcfv/9d9avX8/evXtxcXHh77//5uzZs5dsoygKnp6ePPXUU3Tv3p0mTZoAYDKZSp13B4UP+kc//7zUfXUffxyljC+W7eLiQtWqValatSotW7Ys9RhVVTl69CjLli1j48aNHDx4kPj4ePLy8gDIzs5myZIlLFmypEQ7Pz8/6tevT9++fbnzzjtp2LChU5IhNT/f8TPKP3ECgKP//AOUj5+RgCZNmrBp0ya+/PJL/ve//7Fr1y569+7NyZMnMZlMzg5PCCFuOUnQhKiAbDYbjz32GLNmzcJut+Pt7c0nn3zC0KFDLzt0qCzMNyuNqqqsXbuWr776ir/++ssxTLM0/v7+5OfnU61aNZo0aUL79u3p0qUL4eHhJea/XI2UbdtKXqNt22s6z81wYQ/Sv11JD5KiKNSrV++i8udZWVmOnkhfX1/+/vtvDh06xJYtW1BVlfPnz7N582Y2b97MSy+9hMFgoEGDBowePZquXbtSr169W/p7k7JtG7ai9ftSkpLK1M9I/DeNRsPo0aMZMGAAzzzzDHfccYckZ0KISksSNCEqmG3bttG/f39HkYpmzZqxfPlyQkNDL9uurM03S0hIYM2aNaxatYrFixeTmZl50TEeHh6EhoZy77330rt3bxo1alRiQe0bySUkBOv58+TGx5Nz6hSZMTG4VKmCwccHRXP5JSWvN4m67Lkv6EH6t+vpQfLw8OCuu+7irrvu+v9rqSobN25k3bp1bNy4kf379zt+z6xWK/v37+fxxx8HoEqVKnh4eNCwYUPuvPNO+vfvj7+//zXFcqWUqlVRs7NRb2JVTXFzValShblz55YYlrxgwQJmz57NRx999J9/x4QQoiKQBE2ICsJmszF8+HB+/vlnx7YePXqwYMGCyyYtZWW+WVZWFr/++is///wzO3fuJCsr66JjvLy8aNOmDQ899BD33nvvNRXfuFo2sxlLcrLjod9mNpOXkEDin3+iaLUoOh1GPz+MAQGYAgIw+vtj9PcvsQzAzUqiLnQrevkURaFz58507tzZsS0zM5MdO3awaNEiEhISSE9PZ8uWLZw9e5azZ88SExPDokWLgMK5ed26dWPMmDF07NjxhsdnT0wEq7Vw3bmzZ1GvshKnKDuKP7QoKChg3LhxnDp1ilWrVvHWW28xevRoKSIihKjQJEETogJYv349d911F+lFQ7zc3d35+eefufPOOy/bzpnzzfLz89m8eTPffvsta9asISEh4aJjWrVqRffu3enWrRuNGjUiJCTkpsdVTFVV0qKjSY+OxmaxYE5KQu/picHHB1NQEKbgYPLT07Hn52NOSsKclERGcWNFweDlhTEgAGNAAHovL+xWK6l79pS4xuWSKFVVwWajIDcXtaAAe36+478Xfm/LyyMvIYH8zEzc69RBURTySrmXN4unpyfdu3ene/fujm1ms5k1a9YwY8YM9u3bR3JyMlBY3XLu3LnMnTsXDw8PhgwZQteuXenatet1l1e3W62oRUNfVZOJnJMnOfXrr1Tp1QtTYOB1nVs4j06nY+nSpTz66KNs376dMWPG8MMPP/Dll1/SrFkzZ4cnhBA3hSRoQpRjqqry5Zdf8sQTTzgqNA4cOJBffvnlP6vsOWO+WUxMDH/88QerV69mzZo15OTkXHRMcHAwt99+O08++eRN6WW5EvlZWSSuWkVOXByq3Y5Xw4a4166N9oJ7GjZkCIpeT356OpbkZMzJyVhSUrAkJ1OQk4M1PR1rejpZR4+i2myk7tlD3tmzeNSti6LTkRMbS+bhw5z67TcUVcVeUFCYdFmt2AsKyD96FIDYooIXl6LabOScOkV+ZibmoiIp5qQkrEXJujOYTCb69u1L3759gcKiLkuWLGHWrFls27bNsQj4rFmzmDVrFgBBQUHcd999PP3009SsWfOqr+latSqZubkonp4E1q5NzunTWJKTOfnLL/g0b45/27Y3fXFzcXM0bdqUzZs3M3PmTCZMmMCOHTto2bIlEyZM4LXXXpPeNCFEhSMJmhDl1JkzZ3j44Yf5448/gMIFpxcsWFBi3axLuZXzzRISEvjll18YOnSooyelmEajwWAwEBERwX333cewYcPw8fG5KXFcCVVVyTx0iHMbNmC3WlEMBuo/9xzeTZpclLgWzx0z+Phg8PHB44IlCwpychzJmjklhbyzZ0FRUG028jMK+9kK8vKwpqdjTkhA+Y8HTEWrRaPXo+j1aHQ6FJ0OjcGARqdDBbJPnMCank5BdjY2iwXVbifz8GGSt24lsGPH/zz/zebq6srQoUMZOnQoACdOnGDfvn1s27aN9evXs3PnTpKSkvjwww/58MMPCQkJ4d5772XcuHH/2bOm6PXUHjWK47NmcU5V0bVrR5PBgynIzSV5yxayjx4lbe9eso4dI6hrV9yvIfkTzqfVanniiScYOHAgzzzzDL/++itvvPEGnTp1omfPns4OTwghbihJ0IQoZ1RVZcyYMcyaNYu8vDxMJhNTp05l7NixaK6gWMWtmG+2f/9+3n33XVauXMn58+dL7Lv99tvp1asXPXr0ICgoiJCQkP+M+1YoyM4mce1acopKtbtUqUJwjx4YriFh1Lm5oXNzw616daBw+F1+Whp2iwWb2Qx2OwZvb9xr16ZKr15oXV0LE6/iBEyv58zmzaDTUa9798sWIbFbreSePIlHnToAqHY7OSdPYk5KInXXLvLi46nSuzd6d/cS7Zy5RljNmjWpWbOmowDJvHnzePPNNzl48CB2u52EhASmT5/O9OnTCQ0NZezYsYwYMaLU9eUURSHn9GlUux2NhweawEA0BgMGg4HQPn3IPnGCc+vXk5+ZSfySJXjUqUNgly7o/nU/RPkQEhLCvHnz+OWXX9izZ48kZ0KICkkSNCHKkbNnz9KxY0eOHz8OFK4fNG/evCtauPhmzzezWq38/vvvPP744xetR6bT6bjtttt4+OGHGTZs2H+Wu7+ZVQ9Lu1ZWTAzn1q/HZjajaDT4t2+PT0TEf1ZnvBqKVkvgBcU1innUrVvq0DulqMT4f8Wg6PXULaqceKGsY8dIXLOG+KVLOfv777jXrl0i2XTmGmH//vkOGTiQIQMHkpWVxex58/jyyy+Jjo7GbrcTHx/Piy++yIQJE4iMjKRnz54MHz68REXIzL//BkBTrdpFvxvuNWviGhrK+R07HD1pOadOEdChA16l9IyK8uHCHlmAxMRE5s+fz5NPPik/UyFEuScJmhDlxPLlyxk0aBBWqxWALl26sHLlysuuFWS3WkmPjiYvMZGMv/8uHCan092w+WY2m42vvvqKXbt28dtvv5GWlubY5+LiQseOHbn99ttp06YNkZGRV3zeW1H1EAqHGZ5bt46sovlepsBAgnv0wHiDy8FfKokq3ndd51aUUu+HV8OGGAMDSY+OJvPwYbLj4tC7u6Pz8MC/ffvruub1utzP97HHH+fxxx8nNzeXn376ieXLl5OQkMCuXbv4888/+fPPP3n++ecJCwtj6NChPDt6NLnx8aAoaC4xHFJjMBDQsSMe4eEkrVmDOSmJpHXryPjnH4IjI2/4z1vcWjabjfvvv59169axZs0aZs2ahbe3t7PDEkKIayYJmhBlnKqqPPfcc0yfPh0onLf1/vvv88wzz1y2nd1q5dT8+aTu2UPWkSMoOh0uQUHUf+EFPGrXvq6Ydu7cyaRJk1izZg35F/SEVKlShcGDBzNkyBA6d+6MoiisXbv2mq+Tsm0bqs1WOHxNr7+hpeOzYmNJWrMGW14eikaDb+vW+LVqdVPma10qibrZDJ6eeDVsSF58vGNIX97Zs6Tt2cOZZctwDQkprEgZFITO1fWWx3e5pQFcXV159NFHefTRRwE4duwYs2bN4p133sFms3Hq1CmmTZvGtGnTCPHx4c4uXegVFobnZa5nCggg7J57SD9wgJQtWzAnJnJyzhx8WrTAr3XrW1K9VNx4Go2Ge+65h82bN7No0SIOHDjA/Pnzad68ubNDE0KIayIJmhBlWG5uLl26dGHXrl1AYUnz9evXExERcdl2qqqSuGYNZ1euJOfUKXSurtjMZvT165N/QS/X1Thz5gwffvgh33333UXzylq0aMG0adO4/fbbr7uimr2ggJxTpxzzqIz+/igaDXkJCWQdPUrGoUN41KlzzXOIbBYL59avJ/PwYQCMfn4E9+xZYUuxKxoNei8v3GvVIi8hAUVRsOfnkxsXR97p047j9J6emAIDHUsIGAMCSlSthBs39NRutVKQm4vNbMa9Th3UggLy4uMv26ZOnTq8+eabvP7663z//fd8/vnn7Nu3D5vNRkJaGl8sWsRXS5cyaNAgatWqRY0aNS55P3yaNcO9Vi3O/fUX2bGxpO7aRVZMDEFdu+J2iXai7FIUhdGjR9OqVSuGDBlCbGwsbdu25dNPPyUqKkqGPAohyh1J0IQoo44dO8bgwYOJjo4GCpOgDRs24Obmdsk2qqqSffw4qbt2kbJlC5aUFHRuboUFJDQa7BYL1oyMS7Yv7XybNm1i2rRpLFu2rMQ+Nzc3Bg0axNSpU69rDStVVbGmppJblJTlxsdjt1jIO3sWe34+KAqKRoNqt2M5f56ktWs599dfGAMCcKteHbfq1XGpUsXR83W5JCI3IYGkNWsoyM4GRcG3ZUv82rRBcwsWvHa27KJ5iy4hIXg1akRAp05YU1MLS/KnpZGfmUl+ZiZZx44VNiiqUGkKDMQUHIwpKAi9pyexX31V6vkvHHqq2mzkZ2WRn5HhOG9+ZqbjdUF2NunR0VhSUhy9VpaUFOwFBf/5PnQ6HaNGjWLUqFFkHD/Opy+/zJwtW/gnPh6bzcavv/7KggUL6N27N4MHD2bkyJGlPqDrPTwI7deP7OPHSVq3jvzMTM4sXoxHeDiBnTqhu8z/Z6JsatWqFXv27OGhhx5i+fLlPPzww2zatIlPP/0UVyf0EAshxLWq+E8lQpRDixYtYsSIEWRkZBAQEMCzzz7L//73v0t+EqzabGQeOULqrl1Yi3rItK6uuISEUJCTg6LTYUlOxr1WrSuq2FhQUMB3333HzJkzHb13xZo3b87EiRO56667rrn6os1iKUzIipKygqysEvt1bm6YAgKw5eU5tpkCA3ENDcUYGIg1NRVLcjKW5GRSd+1CYzDgWq1aYbIWGkrcjz9edH9yTp3CLSwMRavF4O1NcI8euNzCha+dqbShoT7NmjmKk9gsFiznzpGXlIQlKYm8pCQKsrKwpqZiTU119DaiqqQfPEhufDyaooqTdpsNz3r1OLt6NbbcXEcChqpeNiZN0VIB+enp2KxWVJuNrJgY7AUFV7xeWU5MDIPbtmXUo4/i16kT77zzDgsXLmT37t2sWLGCFStWMHbsWB599FHeeOMNXFxcLjqHe61auISGcn7bNtL27yfryBFyT57Ev0MHvBo1kt6XcsbX15clS5bwzjvvMHHiRLZu3YrNZnN2WEIIcVUkQROiDLHZbAwePJjFixcD0L59e+bNm0doaGipx9utVtIPHiRt797Ch2JAYzTi3aQJXo0akbBiBVkxMeRnZuJeqxYe9erh3bTpJa+fmprKCy+8wOzZszGbzUDhosMPPfQQffv2pWXLlpeM5XJUu528xMTCHrJTpzAnJqIWLawNhRUOXUJDcQsLw616dXQeHhz74gvcS5krV/2ee7AXFJB7+jQ5cXHknDyJLS+P7NhYsmNjUW020g8exJyYiKaogEp+Whqm4GDcwsLwbtaMgA4dKsV8oystTqI1GnGtVg3XatUc2wpycjCfO4c5MdHx34KcnMKv7GxcqlQBwJqcTO6ZM2QdPlxi/p6i06H39ETv5YXew6Pwv0WvtSYTx7/9Ft8LrpVx6BD5mZkkrl5NaL9+/1m90maxkF3U2+fVsCE6nY527drRrl07goODGTJkCP/88w/Z2dl88MEHzJgxg759+zJjxoyLhj9qjUYCu3TBs359EteswZKcTNKaNWQePkxQ164Y/fyu9JaLMkCj0TBhwgTatm1LYGAgHh4ezg5JCCGuiiRoQpQR8fHxtGvXjtNF84I6dOjA2rVrSy1JX5CXR/q+faRHRxeuqwXoXF3xiYjAq0kTx9yhsCFDSI+OxpqRgcHLC++mTUvtndi9ezdjx45ly5YtqBf0fAwaNIgvvvgCf39/1Px8VFV1JILFiuce/XsOUkF2dmHv2O7d2M+d41RRKfRiBh8f3KpXxzUsDNeqVUskTKqqXjax0BkMeIaH4xkejqqqWM6dI+fkSXLi4siNj8eWl0d+VhYuRfPU7AUFaI1Gqg4ciHutWpf+IVQw11OcROfmhnvNmo6FnYuHolrT08nPyEDv6YndakVrNGIKDMSvXTuMvr6FSZinJ1pX10v3+Jby8809c4b4JUvIPn6cc3/9ReDtt1+29yrryBFUmw2jnx/Gf80fbNiwIYcOHWLv3r089dRTbNmyBZvNxpIlS1iyZAktWrTg888/p3Xr1iXamYKCqD50KGn79nF+2zby4uM5OXs2Pi1b4tO8ealDYZ25npy4vK5du5Z4PX36dE6fPs0777yDvhJ8QCOEKL8kQROiDFi6dClDhgxxlNAfOHAg8+fPR6vVOkrlWzMy0Oj12KzWwofTovk6Bm9vfFq0wLNBg4seIDUGA76tWl3yukuWLOGpp57i1KlT/99GoyEyMpL333+fJk2aAIU9dUc//xzVZuP8zp0lzuF3220oWi21H3kES0qKo5fMkpJS2Lao+IPGaMS1alXHvDG956Xr7V1NYqEoiqMSoV/r1uRnZmJNS8OalobGYMCen4/OzQ2vJk1wvY65cpWdoijoPTww+vmh9/KiICcHAGNAAO61auHXsuUVD00s7efrXqsWVe64g7MrV5IeHY3OwwO/y/zuFq/n59mw4SUTpIiICDZt2kRycjLPPvssv/76K1arlT179tCmTRvatm3L2LFjGTx4sOOBXdFo8G3RAo86dUhav56cEyc4v20bsV99hXvNmuj/NUTYmevJiSt36tQpxo8fT35+Ptu3b7/syAQhhHA2SdCEcCJVVXn22WeZMWMGUJgcffTRRzz55JPA/5fKT9+/n5yTJ7FbLBj8/PBq2BCXKlXwbdUK99q1r2pB5eKehA8++IBNmzY5tnt6ejJq1CimTJlyyUIk53fsIDc+nvzMTAB07u7kZ2XhVq0asV9/XXLekaJgCgxEq9ejBARQZ/DgG7rw86VoTSaMfn4YfHxQbTaUomIXlaEQyK1yI5c7uJBneDi23FzObdhAyubN6Fxd8WrY8KLjLCkpmJOSUDQaPK9gkfaAgAB++uknvv32W95++2327dvH8uXL2bZtG9u2bcNkMjFixAgmT55MQEAAUFjVMrR/f7KPHSNp7VpsZjNnV61C5+aG3surcEHzm3QfxI0XFhbGvHnzGDFiBFu2bCEiIoLZs2fTvXt3Z4cmhBAXkScWIZwkNzeXXr16OZIkLy8v1q9fX2LtnrToaJI3bSLj0CF0rq4U5OaidXfHIzyckD59rmpoVUZGBqNHj2b58uVkFRXl0Ov13HbbbTz11FMMHTr0ojb2ggIsycnknj5N1rFj5F04d0xRUBQFa3o6eg8P1IIC9J6euBbNI3MNC0Pn4kJs0TpotyI5u5A8PN94N3PB7WI+EREU5OSQuns3SWvWoHVxcQyzLJbxzz8AuNWocVXrtxkMBiZNmgRAUlISM2fO5K233sJsNvPFF18wc+ZM7rzzTr788ksCAwNRFAWPunUxBQeT8c8/5MbHo/f0LCyOUtTbLcqPgQMHsnv3boYMGcK+ffvo2bMnr7/+Oi+//PI1FzwSQoibQRI0IZzgxIkTDBw40FFCv2XLlvz1118leq5Uu53kjRvJiYtD5+qKW82aoKpoTSa0JtMVJ2fZ2dk8+uijzJ07F3tRcuXu7s5TTz3FmDFjCCmqZKiqKvkZGZgTE8k7exZzUhKW5GRUux3VZsOSkoJaVA1NVVWKr641mXALC6P6ffdhCg52+nycW5FEVFa3asFt/w4dKMjJIfPwYRJWrKDa4MG4BAcDRRVLixI0r0aNrvkaQUFBTJo0ib59+/LMM8+wefNmVFVl8eLFLFmyhL59+/LNN98QGBiI1mjEvWZNck+fRuvigi0vD3NKCjaL5Ya8X3Hr1K5dmy1btjB27Fi++uorJk2axK5du1i0aJHT/3YJIUQx+chIiFvszz//pF27dkRHRxMYGMivv/7Kzp07SyRn9oICElasKKxEaDSiMRjQmkwUZGej9/S8ZKl8VVWxW63YrVasubk8P24cvr6+zJkzB7vdjkajYdCgQZw8eZIpkybhZbWSsm0bZxYvJvbLLznx/fec/eMP0qOjMSclodrtaF1ccK1RA9dq1TD6+RU+pCtK4XBGRcHo54dLSIhjn7MpioLGYCj1qyzEJ/6boigEd++OW/XqqAUFxC9e7Fg+IjsuDlteHloXF9yqV7/ua7Vs2ZKNGzdy6tQp7r77brRaLaqqsmzZMkJDQ/nggw8cFU01BgM2s7nwg4uCAjIPH6agaJ8oP1xcXPjyyy/57rvvcHFxoWvXrvK3QQhRpkgPmhC30Isvvsi7774LQNOmTVm+fPlFizzbzGbily0jLz4elypVMAUHOxb4/a9S+Wp+PjGffcbCHTt4Y8ECcouGYSlAn549+eill3Axm8lYupTk9PSL2itaLcaAAFyCgwsXJw4ORu/piZqfT97p07gEB5daJESIG03Ragnp04dT8+djTkzk1IIFjqqkqs2Ge926cAOHpVWtWpV58+aRkZHBM888w08//URBQQHPPfcc06dP59H27endvDmerq7YLBYy/v4bW14e8YsXE3bPPY7KqaL8GD58OJ07dy6x7ILNZkN7wXIRQgjhDJKgCXGLDBkyhAULFgAQGBjIxo0b8fxXJcP8rCzOLFqENTUVjdFIaL9+mAIDr6hUPsCmzZsZO2MG++LiHNsaennxepcuNO7Shfx9+8i/4HiDt7cjETMFBWEKCCixlpVD0bBBVVWpk59fYteFZfaFuJE0BgMhffuy55lnsJnNnN+6FVteHqqqYrNYCOzQ4YYPufTy8mLWrFl8/vnnfPfdd7z55pucOXOGSfPm8fqCBTzy8MPM+OADbFlZnFmwAMv58yQsW0bogAFSiKYcqnnB/Mb09HR69OjBuHHjuO+++5wYlRCisiv3Qxxzc3NZtGgRo0aNomnTpnh6euLm5kazZs2YPHky2f9as+lCP/zwA61bt8bd3R1fX1/69OnDli1bLnu9LVu20KdPH3x9fXF3d6d169Z8//33l21z5swZoqKiCAkJwWQyUa9ePSZNmuQYNlMas9nMq6++Sr169TCZTISEhBAVFcWZM2cuf0NEmWO322nfvr0jOWvUqBFxcXEXJWeWlBROzZuHNTUVnbs7YUOGFK4PVlQqPzgyEt9WrUpNzrZt20bDhg3p0q0b++LiMGm19K5Vi68iI/mwSROquLoWzhWrXh2/Nm0IvfNOaj/6KDWHD6dKr174NGuGS3Bw6ckZ/z9sUGs0onN3L/GlLRqCKUOExM2gc3HBs3598s6eJTMmhpzTpzGfO3dVxUGuhclkYvTo0Rw9epQPPvgAvV6PzWbji5kz8QkIYOacOVQdNAitwUDumTOc/f33Eouvi/Lns88+Y9euXdx///189NFHzg5HCFGJlfsEbfbs2dx11118++232O12evfuTadOnThx4gSvvvoqt912G+fOnbuo3bhx4xg+fDgHDx6ke/futG7dmlWrVtG5c2cWLlxY6rUWLlxI586dWblyJU2bNqV3794cPXqUESNGMG7cuFLbxMbG0qJFC2bNmoWfnx8DBgzAZrMxZcoUunXrhqWUSeZms5nIyEhHgjlgwACqVavGrFmzaNGiBbGxsdd308Qtk5eXR/369dm6dSsAkZGRHDhwABcXF+xWK6m7dpG4Zg0Jv//OyV9+oSA7G4OvL2H33IPR3/8/zx8bG0ubNm1o164d//zzD4qicG+7dvzQoQMvt2xJw6AgDL6++DRrRq1Ro6g6cCD+bdviXrMmOheXm/32hbghipdOcK1aFZcqVdBdYhmIm8FkMvHss8+SkJBAjx49gMIPBp999llqNm/OPqMRRasl+/hxktasKbHQuyhf/ve//zFmzBgAxo4dyyuvvCI/TyGEU5T7BM1gMPD4448TExPDwYMHmTdvHitXruTIkSNERERw+PBhnnnmmRJt1q5dy/Tp0/Hz82P//v0sWrSIlStXsmHDBrRaLSNHjiStaEJ6sbS0NEaOHInNZmP+/PmsX7+e+fPnc/jwYerUqcP06dNZt27dRfFFRUWRnJzM008/zYEDB5g7dy5HjhzhrrvuYuvWrUydOvWiNlOnTmXLli20a9eOmJgY5s6dy/bt23n//fdJTk4mKirqht5DcXOkpaVRo0YNjh49CsBDDz3E6tWrURTFsb5Z/LJlnJwzh9gvvyRt3z6MgYGE3X03eg+Py547NTWV/v37U6dOHXbs2AGAh4cHMz/7jPHt2+Ntt2NOTMRmNqNzdUXr4iI9XKJc0xgMeIaH41qt2k3vPSuNv78/f/75JwcOHKBRUfXIpKQk7nn4YYZ89hlHzp4l49AhkjdulIf6cqp4HcopU6YA8MYbbzB69GhsRdVrhRDiVin3CdpDDz3EZ599Rt26dUtsr1KlCp9++ikAv/32G9YL1qx5//33AZg4cWKJdu3atWP06NFkZGTw7bffljjf119/TUZGBgMGDGDQoEGO7UFBQUybNg2ADz74oESbnTt3smHDBgIDAx3HAOh0Oj7//HP0ej0ff/wx+RfM6cnPz+fjjz8G4NNPP8Xd3d2xb9y4cTRt2pQNGzawe/fuq7hL4lY7e/Ys3bp1c/TevvTSSyWGwqZHR5N55Ahp+/aRl5CAJS0Ne34+7rVqoTWZLnnevLw8Hn30UQIDA1m2bBlQ+CHFhAkTSE1N5Z5OnciNj8e1alUCOncmsHNnWQ9MVBiZR46Ql5AATvywoXHjxhw8eJDFixc7FrU+8M8/DHjnHSbNnUvc5s2k7trltPjE9VEUhYkTJzJz5kw0Gg1ffvkl99xzz2WnJAghxI1W7hO0y2nWrBkAFouF8+fPA4XDB9esWQMUFm34t+JtS5cuLbG9+GG4tDZ9+/bFZDKxevXqEn/Ei9v0798f478qfAUFBdGpUyfS0tLYvHmzY/umTZtIT0+ndu3aREREXHF8ouz4559/aNeuHfv27cPf3585c+bw5ptvljjGmpZG9rFj2K1W9F5euISGYvT1peAycyYXL15M/fr1+eqrr7DZbGg0Gh566CFSU1OZOnUqBampJK5bh99tt1H7kUdoMmkSdR9/3PElRTxEeebftm2JL2e78847SUxMZNasWdx7770AzNu6lcjJk5n25puk7d/v5AjF9Xj00UeZN28eBoOBHTt2kJqa6uyQhBCVSIUuOXX8+HEA9Ho9vr6+ABw+fBiLxUJAQMBF5c0BWrRoAeBYQLhY8evi/RcyGAw0btyYXbt2ceTIEUdiuL/oH+jS2hRvX7t2Lfv37+f222+/4jYXHifKlgULFnD//fdjtVqpW7cuv//+O7Vr1y5xjM1iIf3gQQpycynIzcUUGIjdZkPv5VXq+mZbt27lrbfeciTlAQEBRERE8OOPPxIYGAhAQU4O8cuWgc2Ge61aBN1+O8oNLEEuhLOU5YXHNRoNI0aMYMSIETzxxBNERUURGxvLtMWL+WnjRuZ+8w0dBw50aozi2g0ePJiVK1cSHBxMSEiIs8MRQlQiFTpBmzFjBgC9e/d29GCdOnUKoNTkDMDNzQ1vb2/S0tLIysrCw8ODzMxM0ovWjLpUu6pVq7Jr1y5OnTrlSND+61rF24uPu9Y2l1M8V+LfYmNjCQwMZO3atVd0HlEoJycHoNT7tmDBAj777DMAfHx8eOeddzh58iQnT550HKPm5lKwfTv2jAzsioJSpQqpViuKqytZdjvnUlNRis6dn5/PlClTHD2sWq2We+65h2HDhmEymTh48GDhOW02CrZsQU1LQ3F3R1e/PjHr19/M23BVLnfPxKXJfbt6zr5nr7zyCi+//DLx8fEkpKbS6a676Ni6NS+99tpFoyiulaqqcKk5UVrtNc01dfZ9K+vOnj3L2bNngcIPzGrUqOGowiv37OrI79rVk3t2bezlvKpuhU3QVqxYwTfffINer3dM+AUcZfddLzPJ3M3NjfT0dLKzs/Hw8ChRqv9S7dyKqopdeOx/XetGtRHO98UXX/Drr78C4OLiwgcffIDXv3rD7Kmp2HbuRLVY0Li6ohs6FNLTUXNyUNzc0NSogVK0jtL27duZMmUKeXl5QOHP/YMPPqBOnTolzqmqKrYDB1DT0kCvR9e6tdN7FYSorKpVq8b333/P8uXL+eyTT7Dk57Npxw4GDhjAk2PG0K9fv+u/iM1G/ooVpe7S9+kDshbbTbN//35ef/11PDw8ePXVV0usoSaEEDdShfxL/s8//zBs2DBUVeXdd9919GgBjupal/uU8d8VuK6kIldpx/zXtW5Um8v5+++/S93eqFEjcnJy6Nat21Wdr7Ir/gTrwvv26KOPOpKzgIAAoqOjCQ4OLtEuKyaGs4cOoYaEYAwIILR//1IrNebl5TFo0CBWrlzp2Hb//ffz/fffoyvlwSt1zx6StVqoVYuqAwbgVr36DXmfN1Jp90z8N7lvV6+s3LPIyEjenDKFob17s2TTJqz5+UyfPp3ExEQ+/vhj/Pz8Sm2nqirqvxaCL1a8ILzdauXoP/+Qsm1bif3+bdtS9/bbL7mI/eWUlftW1tWvX59Zs2Zx4MABXnrpJd54442LqkSLy5Pftasn9+zaaMr5NI8Kl6CdOXOG3r17k5aWxrhx4xg7dmyJ/R5FD8XFXcalyc3NBXBUUPS44EE6Nzf3ogWGS2tzJde6UW2E8zz44IP89NNPANSsWZO9e/eW6DlTVZXUXbtIKVoA3a1mTar06oW2lOFOCxcuZNiwYY6fsb+/P0uXLqXtJQoi5MTFkbxpEwCBnTqVyeRMiMrKxc2NhWvXsv6TT4h66y1OJiczZ84cVq1axfvvv8+wYcMueoBQ8/M5+vnnpZ6v5ogRFGRmkpeYSPbx45jPncMUGAh2O+aUFLJjY0nbvx+XkBCM/v6l/o0R1yckJIQNGzbQv39/Nm3axPjx46lVqxZ33nmns0MTQlQwFSpBS0lJoUePHpw6dYqRI0fy3nvvXXRMWFgYUJjIlSYnJ4f09HS8vb0dyZKnpydeXl5kZGRw5swZGjZseFG74vMVn7/4+717917yWpdqc7n4SmsjnGPixImO5Kx+/frs3bsXk8mE3WolPToaa1oamceOYc/LQ9Fq8WnenIBOnS4q3pGVlcXLL7/sWF5BURSioqL48ssvL/kJkCU1lYSVK0FV8WrYEO/mzW/qexVCXD2NXk+XJ55gfVAQW7Zt4/XffiMmPp7hw4fz9NNPM2/ePHr27HlRu5Rt27BbLNjy8rDn5+MSEoJqs6Fotag2G+Zz57BbrahFc9HsVivm5GSSN25E0WoB0Ht6YgwIwBgQgKnovzp39/+co3YlvXiVmbe3N3/++SeRkZFs3bqVQYMG8dVXXzFy5EhnhyaEqEAqTIKWlZXFHXfcweHDhx1/MEv7hyQ8PByj0UhycjJnzpy5qBjHnj17AGjatGmJ7c2aNWPDhg3s2bPnogQtPz+fgwcPYjQaCQ8PL9Fm8eLFjnP+W2nXKh6OeTVtxK03efJkR+n81q1bs3nzZnQ6nWMB6oxDh8g8fBjVZsPo50ed0aPxa9XqovPMmTOH8ePHc/r0aaBwaNS0adMc1TpLe1iymc2cWbQIm9mMa0gIgV27VvqHJiHKKq3RSNUBA2hrtbKgRg1+2rGDd3/9lYyMDHr16sXAgQOZO3cuhguHJqoqik6HzsODvLNnsefng6Kg9/JC7+VFXkICttxcVLsdRVEw+vnhGhqKW40aWNPTKcjKIj8zk/zMTLJjY/8/FpMJo79/icTN4ONTIt7L9eLVffxxlGsYQlnRuLi48Prrr/P+++/zxx9/EBUVRfXq1WUImhDihqkQCZrFYmHAgAHs2rWLXr16MWfOHLRFnyL+m4uLC926deP3339n/vz5F40fnz9/PsBFk7n79u3Lhg0bmD9/PsOGDSuxb9myZZjNZvr06YPpgkWG+/bty+TJk1m6dCkWi6VEFa+kpCQ2btyIl5cXHTt2dGzv0KEDXl5exMbGsnfv3ovWQrtUfOLWsNvtfP755/z2228AvP3224wfP96xPz06moy//+b89u1oDAZseXm416zJv9OnxMRE+vfvz66iBW1r1qzJzJkz6dGjR4nj/v2wpKoqWUeOYE1PJ6hbN0L69kUjRQGEKNN0bm5UGzSIU/PmMbJdO25r2JBHPvyQtLQ0Fi1aREhICGvWrKFJgwaFDRQFjcGA3WpF5+6OV+PG1HnkEXTu7titVnJPncK1WrWLrhPar1/h3x2zGUtyMubkZCzJyVhSUrCmpmIzm8k9c4bcC0ZoKBoN+SkpKF5epPn6ovf2xl5QcNFi22Vh7bmyRKvV8sILL9C0aVPOnj3rWCpHCCFuhHL/ZGez2bjvvvtYt24dnTp14rfffiv5SWQpxo0bx++//84bb7xB3759qVu3LlBYPnfmzJl4enoyatSoEm0efvhh3nzzTRYvXsxvv/3GoEGDADh37hwvvvii47wXat26NR06dGDz5s2MHz+eDz/8EICCggKeeOIJ8vPzeeqpp9BfUHXPYDAwZswY3nzzTcaMGcOff/7pqNz4wQcfEB0dTceOHbntttuu/aaJa1L8czt69CgA06ZN44UXXihxjCU1lczDh9EYDBgDA9EV/eysGRmOY3766SeioqLIL+oZq1evHnv37r1sZdHiggD5GRnkZ2XhFhZGSN++jvMLIco2vacnVQcO5PSCBTQGds+cyYtz5zJ/wQLOnz9PREQEkyZO5L6iAiKW8+cpyM5G5+qK3t3dUfzjStaF05pMuFarViKJsxcUYE1NdSRsluRkzCkp2C0W1IwM1IwMzv31F6rNRuquXZgTE/GoVw/XqlXJOHTo5t6cckpRFKZNm4bNZnMMR7cX9WrKqAYhxPUo9wnaJ598wsKFC4HCogpPPPFEqce99957+Pv7A9C9e3fGjh3LjBkzaN68OT169MBqtbJq1Srsdjs///yzY2HrYr6+vnz77bfcc889DBkyhC5duuDv78/q1atJT0/n6aefJjIy8qLrzpo1i3bt2jFjxgzWrl1Lw4YN2blzJ8ePH6dNmza8/PLLF7WZOHEiq1evZsuWLdStW5dOnTpx8uRJtm/fjp+fH7Nmzbre2yauks1mo0WLFo7k7N57770oOYPCwh2q3Y7NbEbv4UF+RkbhMCIvLywWC4MGDWJFUYlsRVF4+umnef/99y/Z41tMtdkwVamCarORn5WFe+3amIp+n4UQ5YPR35/QAQM489tvWBMSmDFyJEOHDuWBYcOwWCy8PmUKa+rX58MRI/DKzyfj779RdDrUC9bzURTlmoYZanQ6TIGBhYVFiqiqSkFWFqeXLkXNzMS9alXykpKAooQuLQ3tZT44EoWK/37n5+cTFRVFaGgob7/9tpOjEkKUZ+U+QUtLS3N8X5yolea1115zJGgAH374Ic2bN+eTTz5h1apV6PV6IiMjmThxYokhhxcaPHgwGzZs4I033mDbtm1YrVYaNGjAk08+eckJwnXr1mXv3r1MmjSJlStXsnDhQqpVq8bEiRN56aWXSgyJLGYymVi3bh1vvfUWs2fPZtGiRfj4+DB8+HCmTJlCtVKGtoibx26306ZNGw4cOABAjx49+OWXXy46Lv3AAQqyszH6+eFetD6Oe61aeNSrx1GrlTuqVHH8vgYGBrJy5cqLhrBeyGaxkHHoEBmHDpFXtEgqFE3+v0SZbiFE2eYSHExIv37EL15M1rFjdGjUiDNnztC1a1cOHjzIpsOHuffLL/nphx8ICgigICeHkL59b8r6hoqioPf0RFOlClSpQmi3btitVjIOHCD3zBnM584VHvcfHyCJQmvWrHEUjvL29uZ///ufkyMSQpRX5T5Be+2113jttdeuqe2IESMYMWLEVbXp0KEDv//++1W1qVat2lX3erm4uDB58mQmT558Ve3EjaWqKp07d2b37t1AYe9raf/o5p09y7n161G0WmpFRaE1GLBmZGDw8mLtsWMM79HDUT7/vvvu4/vvvy8xtNVxPZuN7Lg4sg4fJvvECexWK/mZmaAoWFNT0bm5oS9lmQchRPnhFhZGlTvuIGHFCjL+/htfFxeio6NZvXo1Dz/8MLHHj9OxSxeG9OjBqz17khMXh2e9ercktuwTJzCfO4dr1ap4hodfVEREXFrv3r159913eeGFF5gwYQLe3t6MHj3a2WEJIcqhcp+gCXGzqKpK9+7d2bx5MwBDhgzh8VLmfhTk5JCwYgWq3Y577dr4t2uHoijk5OTw/PPP88UXXwBQtWpVZs6cSZ8+fS66jvnsWTKPHCErJgab2ezYZ/D1xS0sDJ+ICFnXSIgKxKNOHYK6dSNpzRpSd+1CazTSo0cP9u3bx2OPPcavv/7K3JUrWbd1Kz+PG0dwZORN78nKz8oiad06/G67De+ICAI7dCix/2b04lU0zz//PGlpaUydOpUnnngCLy8v7rvvPmeHJYQoZyRBE6IUqqry3HPPsXbtWgD69OnDr7/+6njtOM5mI2HFCgqyszH4+hLcoweKovDjjz/yyCOPYLFYUBSF//3vf7z++usles2saWlkHj5M5uHDhb1kRXRubniEh+NZvz4GPz8oKCg1RnlYEqJ8827cGLvFQvKmTSRv3ozGaMSnSRN++eUXsrOz+f333zmXkUGv117jLZuNF19//abFotrtnP3jD+wWCy5VqhDUubMMbbxGb7zxBunp6Xz22Wc89NBDeHp60rdvX2eHJYQoRyRBE6IUb7/9NtOnTwfggQce4Mcffyz1uHMbNpCXkIDGYHDME3lo2DB+/PlnoHCo6sL58+nRvTuKTkdBXh5ZMTFkHj6MOTHRcR6NXo977dp41q+Pa7VqJRezlnWHhKiwfFu2xGY2k7prF0nr1qE1mfCoW5cVK1Ywa9YsHn3kEQpsNsZPnszStWv5448/Llvx9VrZjx4lz2pFYzBQ5Y47JDm7Doqi8PHHH5ORkcHPP//MAw88QFxcHN7e3s4OTQhRTkiCJsS/vPfee7z00ksATJ8+/aK18oplHDpEenQ0AFV69SIHaBseztFjxwDw8/Dgl7FjqXr4MAe3bcOneXPy4uP/vyKbouAWFoZn/fq416rlKKMthKhc/Nu3x2Y2k3HwIGdXrkRjMOBWvTojR46kY6NGRPbpw+nz59m0aRNBQUH88ccftG/f/oZd356Sgu3IEahZk6Bu3TBIInHdNBoNs2bNwm63ExUVJcmZEOKqSIImxAU+/PBDR/n8F1988ZLJmTkpiaSi4Y5+bdqw/cQJ+vfvT15eHgC3BQczrW1b1J07OZOXh0tICAZvbxStFlNgIJ716+NRr56sYyaEQFEUgrp2xW6xkHX0KAnLl1P1rrtwqVKFOq1asebNN3ntxx+ZvXkz2dnZ9O7dm19//ZVevXpd1XVUVUUtWn+xWIHZTMGuXaiqilfDhniGh9/It1ap6fV6Zs+eXWKbqqqyRpoQ4j9JgiZEkV9++YVnn30WKCyD//ol5nuoFgvxy5ej2my41azJj1u2MO6554DCB61xffsyQK8vnCOm11OQk1M4t6RlS7wbN5YS+UKIiygaDVV69cJmsZB76hTxS5ZQbfBgjP7+eNaty6S772bwXXfxyrffcujQIfr06cP777/P2LFjr/iBX83P5+jnn///a1UtLEx04gTa5s0J7NLlZr09Afzzzz+MHDmSOXPmULNoKRYhhCiN5r8PEaLiW7t2LQ888AAAnp6e/P3336WuUafa7RTs2kVBVhZ6b2++3rHDkZy5urqy/s8/GXX77VjS01FtNnQeHhj9/fFp3pyAdu0kORNCXJKi1RLaty8uVapgM5s5s2gR1owMPOrWBaCpuzu7d+4kKioKu93Os88+S926dcnIyLiq66Rs20bKtm0krVlD+oEDoChoW7SQYdY32eOPP8727dvp0aMHZy9Y21IIIf5NEjRR6UVHR9OrVy/sdjsmk4l9+/aVWNQcwG61krprF9Zly7AdPUqBzcZrixfz+ptvAvDwqFGsmjCBwOhokjdswHr+PNnHjpF15Agag0GGtAghrojGYCD0zjsx+vtTkJPDmYUL0Xt7ozWZsJnN2JKT+frrr3n77bcBiI2NpVq1avzzzz9XdR3P+vXRFRUbUQIC0Hh53fD3Ikr6+eefqVmzJrGxsfTq1YvU1FRnhySEKKMkQROV2smTJ2nTpg0FBQXodDq2bNly0dATu9XKqfnzOfHjj9j27MFy4gTvv/cecxYuRKfT8c033zDzs8/w8/AgZft2ck6dAgoftFyrVcO/TRtnvDUhRDmlNZmoOmAAek9P8jMyiF+yBNdq1QDIOnYMRVEYP34877zzTuG2rCyaNm3KkiVLrvgalvPnC+dDabUokpzdEqGhoaxatYrg4GAOHDhA3759yc7OdnZYQogySBI0UWnl5OTQs2dPzGYzGo2GlStXEhERcdFx6dHRpO7aRfr+/eTm5nLyxAn0Vit1jUbmzp1LVFQUULgmmjU9HY86dfBu1Ai3GjXwu+026jz6KHUff1zWLRNCXDGduztVBw1C5+qKJSWF7BMnAMg+dsxRCfbFF19k+fLl6HQ6CgoKGDBgAFOnTr2i8+clJGBOSkK12bAnJmLPz8dutTq+VFW9ae+tMqtduzarVq3Cx8eHbdu2MXDgQCwWi7PDEkKUMZKgiUopPz+fe++9l5iYGFxdXfnpp5+IjIws9disY8fIPHKE89nZ7D59mlNWK+5aLa+PH8+gQYMAsGZmknHoELbcXBSNBtcaNQo/mdZq0RgMMsxRCHHVDF5eVL3rLhSDAbvFgmqzUZCTQ/aJE45E6o477uDgwYN4enoC8PLLL3PPPfdcNsHyb9uWwE6dCouCKAr2EyewzpnD0c8/d3wVV3tUVbVE4iZJ3PVr3Lgxv//+O25ubqxZs4ZJkyY5OyQhRBkjVRxFpWO32xk5ciTLly/HZDLx559/0qFDh1KPzY2PJy06muMnT5KTnk6+quJnMNDhrrto2r8/ADlxcSSsWEFBTg6KVos9P5+cok+7hRDiehj9/Qnt04f9L73k6DnLOXUK96Kh2HUff5zw8HBOnz5NREQEx48f59dffwXgu+++K7GotaLXU/fxxx2v7VZrYTGStWuxHz5MYmYmWpMJ/wvWWPt35ccL1X38cRQpLHJN2rRpw+LFi5k6dSoTJkxwdjhCiDJGEjRR6XTp0oVNmzah0WiYN2/eJZOzvIQETv32G9/Nn489LQ2rquLn7k6TLl2o0a4dXk2acH7nTlK2bkUtKEDn7k5Inz5ojcZb/I6EEBWZS5UqeNSrR9KaNaiqSt7Zs5iTkvBv29ZxjKenJzExMQwfPpy5c+fy66+/cuzYMZYuXUpoaChQuAzIvxMql5AQFBcXcHVFazKRd/Ysabt3c2r+fEwBAeg8PbGmpZHx998ouv9/ZLjw2uLaREZG0q1bNxldIYS4iCRoolIZN24cmzZtAiAqKor+Rb1g/2ZOSiJmzhx++eknos+eZUt2Ng907Urnvn3ReHgQ2r8/iatWkR0bC4BX06bUGT0aje7i/6Vk7pkQ4noZvL0x+PqiMRpBVVELCi46RqvV8tNPPzF69GgGDRrE3r17adSoEevWrSt1fi0UJm24uaF4ehZ+uKQo2AsKMCcmYklORrXZyDxyhLzERFxDQ9F5eFAghS1umAuTsy+++IIGDRrQRdajE6LSkzlootKYN28e06dPB6Bly5Z89dVXpR5nTk7m4Hff8fXnn7Pz2DH2AO9+9BHfrF2LPiICTVAQZxYuJDs2FkWjISgykirdu6NzdXXMN7vwSz4dFULcCFoXFzzq1MGlWrUSvVn/1rFjR3bs2IG3tzcZGRm0bt2aP/7445LHK4oCWVnYCwpwDQnBu0kTgnv2xK9NG9zr1kXn6oqiKI4hluLGmzVrFo8//jhDhgzh5MmTzg5HCOFk0oMmKoXDhw9z//33A+Dr68vmzZtL7LdbraRHR5Nz5gx/L1vGL0uXkpCXxwlfXzavWEGjRo0Kjzt7loK9e7FWq1Y4pLFvX1yCg2/5+xFCVE7Zx49f0XE1atRg7ty59O3bl4KCAu644w6+/fZbRowYcdGx2vBwAPwvWGLEs149NAYDdquVnOPHKcjNRS0owJqWhkZGBdxw9957L5988gl79uxh4MCBbNq0CTc3N2eHJYRwEknQRIWXm5tLu3btsNls6HQ6duzYgfGCeWLF65ylR0dzeutWYmJj8VNVVgA7166lWrVq2MxmUrZvJ3/HDhRFwTU0lCp9+jgWehVCiJvtaud99ezZk927d9OuXTtyc3MZOXIkp0+f5pVXXgH+v2jImfXrAah7++2Otv8emi1zzm4uV1dXFi5cyG233ca+ffuIioril19+kREYQlRSkqCJCk1VVTp27Eh6ejoAv/76K7Vr1y5xTHp0NOn793Ny3TpOJiTgoihYgC+HDMG8bBlHCgrIPnYMa3o6BASgqV27sPS1VnvL348QovL5d/XFf++7nKZNm3Ls2DGaNGnC+fPnmTRpEqdOneKrr75yFA0pHi6pKaUi4/VcW1ydsLAw5s+fT7du3Zg3bx7NmzeXCo9CVFIyB01UaB9//DF79+4FYPz48QwcOPCiY7KOHePExo2cTEjgvM3GSZuNXo0b45WQwLmNG0lYtoz0gwdRNBp0ERHoGjeW5EwIccsoilLq/NYrneNapUoV4uLiqFk0hPHrr7/mzTffvCXXFlenU6dOfPLJJ0DhmnbLli1zckRCCGeQBE1UWKtXr2bcuHEAvPPOO7z99tsXHZNx6BCbZ8/m+MmTaBQFs6LQq107vDw9sVutaHQ6jAEBaHQ6vBo1QlNUrloIIcoTd3d3YmJiaN26NQATJ05k2rRpTo5KlOaxxx5j9OjRAMQWVQoWQlQukqCJCmnnzp3cdddd2Gw2HnroIV544YUS+1VVJWXbNtbOmMGKTZs4brUSY7Nx54ABeFevjt1sxma1otrt6L28MAYGopMJ20KIckyn07Ft2zbHsLnx48fz7LPPoqqqkyMT/zZjxgz++usvxo4d6+xQhBBOIAmaqHBSU1Pp2rUr2dnZVK9enZkzZ5YYiqPabCT++SfrvvyS+fPncyAvj2VGI099/TV+deqgaLXovLzQaLXYLBYKsrNRNPK/ihCi/FMUhalTpzp6zz788EOefvpp7FJCv0wxGAx06tTJ8TonJwebzebEiIQQt5I8dYoKxW63c9ttt5GTk4OiKHzzzTeYTCbHfpvZzJlFi/jj229ZsHAh27KzaTF0KHtXrEA5fRpFp8OlShVcgoMJ7d+f4G7d8G/bViqYCSEqlBdeeIEhQ4YAcOjQIelJK8OOHz9O27ZtmThxorNDEULcIlLFUVQoDzzwAMeL1gl66623iIyMRFVV1Px88jMziV+6lEU//8zW3bvZnJ3NwBEjeLF7d5LXrQPA6O9P4O23YwoIKPX8ZzZuvGXvRQghbqZ58+YxcOBAlixZwsGDB+nevTurV6+W4h9lzM6dOzl48CAHDx6kWbNmDB061NkhCSFuMknQRIUxa9YsfvnlFwDuuOMOxo8fj91qJXXPHo7PmoX53Dm2Hj/O1pMn+Ss7G28vL55u2BBLYiIavR6/Nm3wad78shUa5cFFCFFRKIrCokWLaNOmDTt37mTt2rX0799fKgeWMffeey979uxh2rRpREVFER4eTkREhLPDEkLcRDLEUVQIR44c4ZFHHgEKS0ovWbLEsQD1yTlzSNu3j9joaJLPnmVNZiZuBgPfdusGqop77drUePBBfFu2lPL5QohKRVEU3nrrLZo3bw7A8uXLGTx4sHODEheZOnUqvXv3Ji8vjwEDBpCcnOzskIQQN5EkaKLcU1WVu+++G5vNhl6vZ9u2beh0OtKjozm/Ywdp+/aRnJFBjtVKjt1OhJcXX0VE4OLmRkjfvoT264few8PZb0MIIZxCURTee+89OnToAMBvv/3Ge++95+SoxIW0Wi1z5syhXr16nD59mocffljmDApRgUmCJsq9GTNmcODAAcc/YGFhYQDkJSaSfewYqTk57E9L47jFgq/BwCutWuHi5YV306a4Fy3cKoQQlZmiKGzcuJGePXsChUVEZs6c6eSoxIW8vb2ZN28eBoOBJUuW8NVXXzk7JCHETSIJmijXdu7cyYsvvggUJmrFQ3NUVSXzyBFyzGZSkpKwqSoBej1t/f3RabXovbxkOKMQQlxAURRWrlzJ+PHjAXj88celJ62MadasGW+//TYdO3Z0JNNCiIpHioSIcuvMmTNERkaSn5/P4MGDeeKJJxz70vbu5ezJk+z45x/OW614GQxE1K2Ld+3aeDdqJMmZEEKUonhOWm5uLh9//DEvvPACSUlJvPvuu84OTRQZO3YsTz/9NFr5d0yICksSNFEuqapKp06dyMrKwmAw8NVXXzkqLJrPnWPnZ5/x67JlbEpLo15oKO9MnEhAw4Z4N26MxmBwnEfR6531FoQQokxSFIXp06fz+++/c+zYMd577z1cXFyYPHmys0MTgEZTcvDT0aNHqVu3rpOiEULcDDLEUZRLjz32GHFxcQBMf/99vNzcsFut5Jw5w1/jx/PjwoUczc6GKlX4ZvNmGkRF4d+2LTp3dzQGg+NLyuYLIcTFtFotBw8epHr16gBMmTKF77//3slRiQupqsqzzz5L/fr1WbNmjbPDEULcQNKDJsqdVatWOSZHt6lbl0ibjZjPPsOcmEj8nj3M27uXPJuNXWYza+fOJaBKFSdHLIQQ5Y/RaOTw4cOEhYWRnJxMVFQUdevWpX379s4OTVDY02k2m7Hb7Tz00ENER0fj5+fn7LCEEDeA9KCJciUvL49BgwYB4G4yMbVZM85t3MjpBQuIX7mSvw4cwGazsT03lx/mzqVNmzZOjlgIIcovk8nEnj17MJlM2O12unXrxunTp50dlijy/vvvEx4eTkJCAo888oiU3heigpAETZQrd955J9nZ2QDMfOQRDBoNBVlZ2CwWTqamEqTR4KnR8MyUKbLYqhBC3ABVq1Zl3bp1aDQaLBYLPXv2xGq1OjssAbi6ujJnzhz0ej0LFy7km2++cXZIQogbQBI0UW5s2rSJ1atXAzAqKoqWtWuTn56ONT2ds8nJFNjtuGo01K9fn6jISCdHK4QQFUfbtm357rvvHMMepbem7IiIiGDq1KlAYYXHmJgYJ0ckhLhekqCJciE3N5dRo0YB0LJlS2Z+9hkABTk5JKakkJWfT5bdTpbBQIdWrbBmZDgzXCGEqHAefPBBFi1ahFar5YcffpCqjmXIuHHj6NatG7m5udx///0UFBQ4OyQhxHWQBE2UCy+99BIxMTGEhoayatUqFEXBnp/POeC8xYJJo0Gv19OialX0Hh4YvLycHbIQQlQ4vXv35rOiD8hee+01/ve//zk5IgGFpfd/+OEHatWqxfPPP49OJzXghCjPJEETZd7777/PjBkzAPjmm2/w8fFB0eux1qjBH0ePkl5QgNXDg64DBhDYuTOe9evj3bSpk6MWQoiK6dFHH3UUYHrnnXek/H4ZERoaypEjRxg6dKizQxFCXCf5iEWUaXFxcYwfPx6ADh060KtXLwASz55lwmOP4a2qJPj4EPXhh5g0GgxeXng3bVpiMWohhBA31rp16wgLCyMlJYWoqCjq1KlDhw4dnB1WpXdhz1l6ejp6vR43NzcnRiSEuBbSgybKtJ49e2Kz2dDr9SxYsAC71Uryjh1MbNOGOhpN4UKd339PjR49CI6MxLdVK0nOhBDiJnNxcWHPnj0YjUbsdjtRUVGYzWZnhyWKLF++nAYNGvDKK684OxQhxDWQBE2UWW+99RZHjx4FYMaMGQT4+HBq/ny+f/RRmqkq1Q0GerRuTYPWrZ0cqRBCVD7VqlVj7dq1uLu7ExMTw6hRo6SyYxmh1WpJTExkxowZ7N6929nhCCGukiRookxKTk5m0qRJADRr1ozRo0eTumcPm2bPxuP8eQB8XV1p3qQJadHRzgxVCCEqrfbt27No0SJ0Oh2zZ8/mzTffdHZIgsJiLvfddx92u51HHnlEqjoKUc5IgibKBFVVsVutjq9+fftSUFCAVqvl999/R83PZ+NHH3F2714sqkoWEOLnR+ahQ1iLEjYhhBC3XmRkJJ999hn16tWjf//+zg5HFJk+fTo+Pj7s3buXjz76yNnhCCGugiRookxQ8/M5+vnnHP38c75/5hl27NwJwCPduhHk50dubi5z//wTDWDUaGjk7o4tNxeN0YheSuoLIYRTPfLII0RHR9OsWTNnhyKKBAUF8e677wLwyiuvEBcX59yAhBBXTBI0UaYkbtnC27/8AkB1Dw9Gt2nD+V27eH7AAHR2O+k2G+6enrh4eqJzdcXo54d348ZOjloIIYTRaHR8f+DAAWw2mxOjEQBRUVF06dKF3NxcnnjiCZkjKEQ5IQmaKFN+O3qUmLQ03PV6pjVoQPaxY/wwfTqp0dHYAdXVldCwMNzr1MHg749Xw4ZStVEIIcqQzz77jBYtWvDGG284O5RKT1EUZs6cidFoJCAgAIvF4uyQhBBXQNZBE06lqipqfj52q5VDJ08yc/9+AB5v0gQfo5Gjubls3rQJk6LQoFYtulSvjlavB1VF7+GBotU6+R0IIYS4kJeXFwUFBbz++ut07tyZrl27OjukSi08PJyYmBjCwsKcHYoQ4gpJgiacqnjumWqzMfqLL7DY7VQxGOiq0WD29uaH9esJ1moJrVWLu+65B/0FQ2iEEEKUPQ888ABr167l22+/5YEHHmDfvn0EBgY6O6xKTZIzIcoXSdBEmTDtm284l5cHwENVquASFMQPu3bR2GDgvM3G/e+9R8P27Uttq+j1tzJUIYQQ/+Gjjz5i27ZtHDp0iIceeogVK1ag0cisCmc7ffo0Y8aM4fnnn6dTp07ODkcIcQny11I43fnsbL7/5x8Awn196VGzJvuOH6e5RkN1g4Fe3bvTrH17NAZDqV+Kojj5HQghhLiQm5sb8+bNw8XFhT/++MNRTVA41zvvvMOSJUt49NFHZT6aEGWYJGjC6cZ8/TV2VUWjKHzQuzfnUlMxZWUB4OPhQfMGDUiXxaiFEKJcadSoER9//DEAL7/8MgcPHnRyRGLKlCkEBQVx+PBhpk2b5uxwhBCXIAmacKo1a9awt2htlrurVsWQnMzplBSsqko60KRnTwqysrBmZDgzTCGEENcgKiqK4cOHM23aNBo1auTscCo9Hx8fPvzwQwDefvtt4uPjnRuQEKJUkqAJpxoeFQWAl8HAi/fey/yTJ9ECJo2Glm3bUpCejt7TE4MsRi2EEOWOoijMmjWLcePGyXD0MuLee++lffv25ObmMnHiRGeHI4QohSRowmnWrFnD2cREAKY++CDWXr1IOXeODJsNe2AgVcLCcK9VC4969fBu2tTJ0QohhLgWFyZmubm5bN682YnRCEVRmD59OgDff/89e/bscXJEQoh/kwRNOEVBQQHjxo0D4N727blj8GDeeeIJDIqCtWZNBn/8MSF9+xLarx9hQ4bIYtRCCFHOnT59mqZNm9K7d29OnTrl7HAqtdatW/PAAw+gqirvvPOOs8MRQvyLlNkXTvH1118THR2Nl6srj7dsyY8zZlAtLQ2rhwdPffklAU2aODtEIYQQN1BoaCjBwcHExsby6KOP8vvvv8uwRyd66623qFevHs8995yzQxFC/Iv0oIlbLj4+nqeffhqAh5s148S+fbgdOEB1g4E7u3WjSni4kyMUQghxo2k0Gr755huMRiN//PEH33//vbNDqtSqVavGpEmTcHNzc3YoQoh/kQRN3HJDhgwhPz8fnUbD7Z6epB8/jl5R8DaZCK1aVUrqCyFEBRUeHs7kyZMBePbZZ0lISHByRALAbrdz6NAhZ4chhCgiCZq4pbZt28a2bdsAGNaiBftiYlCAHFWldtu22HJypKS+EEJUYOPGjaNVq1akp6fz+OOPo6qqs0Oq1M6ePUurVq3o0KED58+fd3Y4QggqSIK2e/du3n77bQYNGkRoaCiKomAymf6z3Q8//EDr1q1xd3fH19eXPn36sGXLlsu22bJlC3369MHX1xd3d3dat279n8M0zpw5Q1RUFCEhIZhMJurVq8ekSZMwm82XbGM2m3n11VepV68eJpOJkJAQoqKiOHPmzH++r7Js2LBhAHi4uNDI35+8nBxcNBqqh4Zi1GqlpL4QQlRwOp2OWbNmodfrWbJkCXPnznV2SJVaYGAgdrud9PR0Xn/9dWeHI4SggiRoU6ZMYcKECSxcuPCKh0uMGzeO4cOHc/DgQbp3707r1q1ZtWoVnTt3ZuHChaW2WbhwIZ07d2blypWOSlRHjx5lxIgRjoqE/xYbG0uLFi2YNWsWfn5+DBgwAJvNxpQpU+jWrRsWi+WiNmazmcjISCZPnkx2djYDBgygWrVqzJo1ixYtWhAbG3vlN6cMmTdvniP2Z/r25fVVq1ABq15P7WbNpKS+EEJUEo0bN+aVV16hX79+dOzY0dnhVGparZYPPvgAgM8++4zDhw87OSIhRIVI0Nq1a8ekSZNYunQpiUXral3O2rVrmT59On5+fuzfv59FixaxcuVKNmzYgFarZeTIkaSlpZVok5aWxsiRI7HZbMyfP5/169czf/58Dh8+TJ06dZg+fTrr1q276FpRUVEkJyfz9NNPc+DAAebOncuRI0e466672Lp1K1OnTr2ozdSpU9myZQvt2rUjJiaGuXPnsn37dt5//32Sk5OJKlrcuTxRVZUnnngCgBB/f/7Yu5dgnY7TBQU0HziQ6vfcIyX1hRCiEnnppZdYsmQJVatWdXYolV63bt248847sdlsvPDCC84OR4hKr0IkaOPHj+f111+nX79+BAUF/efx77//PgATJ06kbt26ju3t2rVj9OjRZGRk8O2335Zo8/XXX5ORkcGAAQMYNGiQY3tQUBDTpk0DcHwCVWznzp1s2LCBwMBAxzFQOLzj888/R6/X8/HHH5Ofn+/Yl5+fz8cffwzAp59+iru7u2PfuHHjaNq0KRs2bGD37t3/+T7LkhkzZjjGtj8eGcnO48cJNxppddttNHrwQYJ79MC3VStJzoQQopLQarUlyuzL/CfnmjZtGlqtlmXLlrF161ZnhyNEpVYhErSrYTabWbNmDVBYTfDfirctXbq0xPZly5Zdsk3fvn0xmUysXr26xLyy4jb9+/fHaDSWaBMUFESnTp1IS0tj8+bNju2bNm0iPT2d2rVrExERccXxlWWqqjJ79mwAWjVsyG87dhCi09G4Rg3uGDAAr4YNnRyhEEIIZ8nKymLEiBE0btz4otEr4tYJDw9nxIgRAEyaNMm5wQhRyVW6BO3w4cNYLBYCAgJKHVbRokULAKL/Veq9+HXx/gsZDAYaN26M2WzmyJEjju379++/ZJsLtxcfd61tyrpFixaxc+dOXF1d6Vm/PntPnKCZpyeDhwzBp2lT6TUTQohKTK/Xs337dhITE3nttdecHU6lNnHiRHQ6Henp6WRmZjo7HCEqrUqXoJ06dQrgkmPe3dzc8Pb2Ji0tjaysLAAyMzNJT0+/bLvi7cXnv5Jr3ag2ZVlBQQETJkwAYFj//ry/dCm+Wi2Du3XDy9sbn2bNnByhEEIIZzKZTCWG9h88eNDJEVVeNWrUYPfu3ezYsQNPT09nhyNEpaVzdgC3WnZ2NgCurq6XPMbNzY309HSys7Px8PBwtLlcOzc3txLnv5Jr3ag2l9OoUaNSt8fGxhIYGMjatWuv6DzX6osvvuDIkSMYjUZWrV2LJT+f1h4eBAUFEWexcGbHjpt6/RstJycH4Kbft4pE7tm1kft29eSeXZuycN80Gg2dOnVi48aNPPTQQ7z77rsl5qeVNWXhnt1MpRU9uxEq+n27GeSeXRu73e7sEK5LpetBK14Q83J/+P+9aOaVLKJZ2jH/da0b1aasKigoYNGiRQAE+flxIjkZN42GPi1botVq0dSu7dwAhRBClBmjR4/GYDCwd+9eNm7c6OxwKr2cnBxWrFhRrp47hKgoKl0PmoeHB/D/n0iUJjc3F8BRQbG4TfG+0rr9/93mSq51o9pczt9//13q9kaNGpGTk0O3bt2u6DzX4vnnn3dUqDyfmgpAm4AA7ho4ENdq1ah211037do3S/EnWDfzvlU0cs+ujdy3qyf37NqUpft25MgRJk+ezKxZs3jxxRcvO9rFmcrSPbsZLBYLtWvXJj4+nl69etGjR48bct6Kft9uBrln10ajKd99UOU7+msQFhYGwJkzZ0rdn5OTQ3p6Ot7e3o5kydPTEy8vr8u2K95efP4rudaNalMWFRQU8MknnwAQHBREjtmMXlH437BhAPiUUqFSCCFE5TZ+/HiqVauGxWIpUXRL3FpGo5G7774bKKzoKL1oQtxalS5BCw8Px2g0kpycXGoStGfPHgCaNm1aYnuzomIWxfsvlJ+fz8GDBzEajYSHh19Rm0td61ralEXjx4/HYrEAkJiUBMDgJk0Iq1YNg68vbjVqODE6IYQQZZGrqyuLFy8mJiam1KVmxK0zfvx4XFxc2LZtGytXrnR2OEJUKpUuQXNxcXF0E8+fP/+i/cXb+vXrV2J73759L9lm2bJlmM1mIiMjMZlMF7VZunSpI1kplpSUxMaNG/Hy8qJjx46O7R06dMDLy4vY2Fj27t17xfGVJQUFBXz66acAeBf1POo1GiZc0HtWlid/CyGEcJ6IiAipIFgGBAcH8+STTwLSiybErVbpEjSAcePGAfDGG29w9OhRx/atW7cyc+ZMPD09GTVqVIk2Dz/8MJ6enixevJjffvvNsf3cuXO8+OKLJc5brHXr1nTo0IFz584xfvx4x/aCggKeeOIJ8vPzeeqpp9Dr9Y59BoOBMWPGADBmzJgSc9E++OADoqOj6dixI7fddtv13oab5q233nIkpHl5eQA82a0bRoMBrYsLnvXrOzM8IYQQ5YCqqsyePZtNmzY5O5RKq3ge4K5du1i9erWzwxGi0qgQCdry5ctp27at4wvAarWW2LZ8+XLH8d27d2fs2LGcP3+e5s2bM3DgQPr06UPnzp3Jz8/n22+/xdfXt8Q1fH19+fbbb9FoNAwZMoSuXbty9913Ex4ezrFjx3j66aeJjIy8KLZZs2bh5+fHjBkzaNq0KUOHDiU8PJzffvuNNm3a8PLLL1/UZuLEibRp04YtW7ZQt25d7r33Xtq2bctzzz2Hn58fs2bNusF38MZRVZUlS5YAULNGDSxWK82qV2f0nXcC4N2sGRpdpatNI4QQ4ip98MEHPPDAA4wZM6bcl8wurwICAnj44YcBmDZtmpOjEaLyqBAJWnJyMtu3b3d8QWGicOG25OTkEm0+/PBDZs2aRYMGDVi1ahVbtmwhMjKSv/76i8GDB5d6ncGDB7NhwwZ69erFvn37WLFiBbVr1+bbb79lxowZpbapW7cue/fuZcSIESQnJ7Nw4UIURWHixImsW7euxJDIYiaTiXXr1vHKK6/g6urKokWLiIuLY/jw4ezdu5c6depc5x27edatW8euXbswGo2ciIsD4OWBA1FtNhStFu8mTZwboBBCiHJhxIgReHp6sn//fubNm+fscCqtcePGYTQaCQgIwGq1OjscISqFCtGVMWLECEaMGHFL2nXo0IHff//9qtpUq1btqnu9XFxcmDx5MpMnT76qds725ptvAqDVagFoW7cuzWrXRrXb8WrYEF0ZLZkshBCibPHz8+OFF17glVde4ZVXXmHw4MElpgSIW6N69erEx8fj5+fn7FCEqDQqRA+aKBsWLFjgWK+jeL22kZ06YS9aC827eXNnhSaEEKIcGjt2LAEBARw7dqxMD++v6CQ5E+LWkgRN3DAvvPACgKNCY63AQLo0a4ai1eJWsybGf83rE0IIIS7Hw8PDMVf79ddfdxSeEs5x5MgR5syZ4+wwhKjwJEETN8TWrVs5ceIEgKMU77T773f0nvm2aOG02IQQQpRfo0ePJiwsjISEBMcSLuLWO3DgAA0aNGDUqFEXzesXQtxYkqCJG+Kpp54q8bpJWBiNqldHo9NhDAjAJTTUSZEJIYQoz4xGI6+99hqtWrWiZcuWzg6n0mrcuDEtW7YkLy9PEmUhbjJJ0MR1O3PmDLt37y6xbdr996MWFADg27KlLEwthBDimg0fPpwdO3bQtWtXZ4dSaSmK4lj39ZNPPnHMNRdC3HiSoInr9u/es4iaNanu54ei06Fzd8ejDC8LIIQQouzTaDTyQV8ZMGjQIGrVqsX58+eZPXu2s8MRosKSBE1cF5vNVmIRcJNez1v33QeqiqIo+DRvjlJUcl8IIYS4HmlpaUyZMkUWTXYSrVbLk08+CRT2ohXPORdC3FiSoInrsmLFCvLz8x2fbD4cGUk1T08UnQ6NXo9X48ZOjlAIIURF8ddffzFp0iTefPNNMjIynB1OpTRy5EhcXFzYv38/mzdvdnY4QlRIkqCJ6zJjxgygsHKju4sLD3bujKLRoGg0eDVqhNZodHKEQgghKoo777yThg0bkpmZyWeffebscColHx8fhg0bhq+vL6dPn3Z2OEJUSJKgiWv2999/s2bNGsfr2xs0wL14joCi4BMR4aTIhBBCVEQajYYJEyYAMH36dClU4SRTp07lzJkz3Hfffc4ORYgKSRI0cc0eeuihEq8f7t4dNBo0BgMedeqg9/R0UmRCCCEqqqFDh1KzZk2Sk5P55ptvnB1OpeTv74+Li4uzwxCiwpIETVyTlJQU9u7d63gdHhJCPX9/sNsB8JGFqYUQQtwEOp2O8ePHA/Duu+9itVqdHFHlZbfbWbVqlfwMhLjBJEET1+TFF18sUb3p1bvvxm6zoXVxwSUkBJfgYCdGJ4QQoiIbPnw4VapU4fTp0/z888/ODqfS6t69Oz179mTBggXODkWICkUSNHFN5s6d6/g+1M+PiLAwsNkAZO6ZEEKIm8pkMjF+/HiGDx9O+/btnR1OpdWlSxcAvvrqKydHIkTFIgmauGpz584tMTF7bO/eFOTmonVzQ+/lhXutWk6MTgghRGUwduxYvvvuO8LDw50dSqU1cuRIFEVh3bp1xMbGOjscISoMSdDEVZs6darje09XV/q3avX/C1NHRKBo5NdKCCGEqOjCwsLo2bMnAN9++62ToxGi4pAnaXFVMjIyOHDggOP1kz17UpCVhdbVFa3JhFeDBk6MTgghRGWzb98+Ro4cyd9//+3sUCqlUaNGAfDdd99RUFDg5GiEqBgkQRNXZcmSJY7iILVCQniwc2cANDodXo0bozEYnBmeEEKISmbKlCl89913fPTRR84OpVK688478fPzIyEhgT/++MPZ4QhRIUiCJq7Kd9995/j+oQ4dsOXkoNHrUTQafJo1c15gQgghKqVnnnkGgB9++IHz5887N5hKyGg08uCDDwKwfPlyJ0cjRMUgCZq4YidPnmTt2rUA6LRa+rdqhWq3o3VxwSM8HJ27u5MjFEIIUdl07NiRiIgIzGazVBN0kqeffpq//vqLTz/91NmhCFEhSIImrljxp5QAtYODMRUVBgHwlYWphRBCOIGiKIwdOxaATz/9FFvRki/i1qlZsyadO3d2PBMIIa6PJGjiitjtdpYtW+Z4/cwdd2DLzUXn4YFrWBhGf38nRieEEKIyGzp0KH5+fpw5c4aVK1c6O5xKLT8/39khCFHuSYImrshPP/3kqM7kbjLRpX59VAo/ufSVhamFEEI4kdFoZMSIEQDMnDnTucFUUqqq8tRTTxEcHMzhw4edHY4Q5ZokaOKKvP/++47vB7VuTX56OgYvL4x+frhWr+7EyIQQQgh45JFHqFatGq1bt3ZUGxa3jqIonDhxgtTUVH7++WdnhyNEuSYJmvhPFouF6Ohox+une/cuXJhaqy1cmFrGnAshhHCy8PBw4uLimDhxovy75CTDhg0DCkfdSJIsxLWTBE38p+nTpzu+b1i1Kvq8PHSenuhcXfEID3diZEIIIcT/02jkscaZ7rzzTtzd3YmLi2PLli3ODkeIckv+kon/dOF4/nF9+6LabGiNRrybNUOj0zkxMiGEEKIkq9XK4sWL2bVrl7NDqXRcXV0ZNGgQAHPmzHFyNEKUX5KgicuyWCycPn0agGp+frQJCUHr6oqi0+HVpImToxNCCCFKeuWVVxg4cCDvvfees0OplO69914AFixYIEseCHGNJEETl/XHH384/sCOiozEZjajd3fHq2FDdC4uTo5OCCGEKKk4QVi0aBHp6enODaYS6t69O97e3iQmJrJ582ZnhyNEuSQJmrisd955BwCNonBHw4YoOh0oCj7Nmzs3MCGEEKIUERERNGrUCIvFwq+//urscCodg8HAmDFjmDBhAtWqVXN2OEKUS5KgiUvKyspi69atAPi6u2PIy8Pg44N7jRoYfHycHJ0QQghxMUVRGD58OADff/+9k6OpnKZMmcLUqVOpWbOms0MRolySBE1c0jvvvOMokzusXTtQFBSNBp+WLZ0cmRBCCHFpDzzwABqNhs2bN3Ps2DFnhyOEEFdFEjRxSV988YXj+6GNG2P098cUGIhLSIgToxJCCCEuLyQkhMjISAB++eUXJ0dTOZnNZpYtW8bcuXOdHYoQ5Y4kaKJUVquV8+fPAxDg4YFRp0Oj0+HTooUsACqEEKLMu++++wCIjo52ciSV08qVK+nfvz//+9//ZNFqIa6SJGiiVB999JHj+7Ht26P39kbn4YFH3bpOjEoIIYS4MkOGDOHQoUPMmzfP2aFUSj179sTFxYW4uDhJkoW4SpKgiVJduH7MHY0aoXN1xadZMxSN/MoIIYQo+zw8PGjQoIGzw6i0XF1d6dmzJ1C45IEQ4srJ07Yo1blz5wCo6uGB3sMDjcGAV+PGTo5KCCGEuHp5eXkyzM4JBgwYAMDixYudHIkQ5YskaOIiS5cudfxD9mr37ui9vfFq1Ait0ejkyIQQQogrp6oqw4YNw9/fn7///tvZ4VQ6ffv2RVEU9u7dS3x8vLPDEaLckARNXGT+/PkA6DUaWoWHo9Fq8YmIcHJUQgghxNVRFIXMzExyc3P57bffnB1OpRMYGMhtt90GwIoVK5wcjRDlhyRo4iLLliwBoHPVqpgCAnCvUwe9h4eToxJCCCGu3l133QUgCZqT9OvXD4Bdu3Y5ORIhyg9J0EQJ58+fJzU9HYDImjVRtFp8W7RwblBCCCHENerfvz9arZb9+/cTGxvr7HAqnYcffpgjR44wc+ZMZ4ciRLkhCZoo4aH77wdAB/Tp0QOX0FBMQUHODUoIIYS4Rv7+/nTq1AkonGMtbq0qVapQr149Z4chRLkiCZooYc369QC463SY3N1l7pkQQohy78477wQkQRNClA+SoAmHgtxcLFYrAK1CQzF4e+Neq5aToxJCCCGuT//+/QHYsGED6UXD+MWtExsby+DBg3n22WedHYoQ5YLO2QGIsuOtCRMc3z89eDA+EREoiuLEiIQQQojrV6dOHR588EEaNGiA3W53djiVjqenp6NIS2pqqpOjEaLskwRNAKDabHz+448A6BWFBvXq4dmggZOjEkIIIW6MH374wdkhVFoBAQFERESwd+9e9u7dy5AhQ5wdkhBlmgxxFABkHTtGYtGwjxB3d7ybNEGj1zs3KCGEEEJUCN27dwdgz549To5EiLJPEjSBqqqc3rQJVVUBuKNFC7ybNXNyVEIIIcSNlZyczC+//EJcXJyzQ6l0IiMjgcIErfh5QwhROknQBOazZ/l24ULH63HPPIPOzc2JEQkhhBA33siRI7nvvvuYP3++s0OpdDp27IhOp+PcuXOcOHHC2eEIUaZJgiZI27ePHUeOAFDD05Owjh2dHJEQQghx4xUPs/vzzz+dHEnl4+bmRv369QFYt26dk6MRomyTIiGVmapiSU0lKyaGwydPAtCyQQOM/v5ODkwIIYS48Xr06AHAxo0bsVgsGI1GJ0dUubRq1QoorOoohLg06UGrxNTsbA68/jrRCxeSXVAAQM+ixTyFEEKIiqZhw4YEBQVhNpvZtm2bs8OpdB588EFmzJjB3Xff7exQhCjTJEGrxNTcXBL//JO/Dh3CrKpogI7+/tiLFqsWQgghKhJFUejWrRsAa9ascXI0QghROknQKjO7HTU/n/25uQCYNBrS1q4lVUrgCiGEqKC6du0KwF9//eXkSCqvjIwMzp496+wwhCizJEGrzFQVVJWjRT1m1fR6zMnJpO3f7+TAhBBCiJujS5cuAGzbtg2z2ezkaCqfuXPn4uPjw+TJk50dihBlliRolZxdVUkpmn/W0tUVVVVRnByTEEIIcbPUrVuXX375haNHj2IymZwdTqVTpUoVVFVl69atzg5FiDJLqjhWcietVmxF33d1d0drMski1UIIISosRVG49957nR1GpW2+prIAABxkSURBVNWoUSMADhw4QFZWFh4eHk6OSIiyR3rQKrmN2dlAYaYeZDLhWqUKvi1aODcoIYQQQlRIfn5+VK9eHbvdzo4dO5wdjhBlkiRoldyBovH3gTodqCqGgAA0BoOToxJCCCFunuzsbN5++23uv/9+VFV1djiVTtu2bQHYvn27kyMRomySBK2Sy7QVDnCsZzSCqqLa7U6OSAghhLi5jEYjr7/+OnPmzCEmJsbZ4VQ6bdq0ASRBE+JSJEGr5DKLErIBXl6gquSnpzs3ICGEEOIm0+v1tGzZEkAWrHaC1q1bA8gQRyEuQRK0MsxsNvPqq69Sr149TCYTISEhREVFcebMmRty/gJVJcdux6AoVDcaQVHQy2RdIYQQlUBxL44kCbdeREQEI0aM4JVXXsFms/13AyEqGaniWEaZzWYiIyPZsmULVapUYcCAAcTFxTFr1iyWLVvG1q1bqV279vVdo2jcfU2DAZ2igKLg3bTpjQhfCCGEKNOKe3F27tzp5EgqH1dXV2bNmuXsMIQos6QHrYyaOnUqW7ZsoV27dsTExDB37ly2b9/O+++/T3JyMlFRUdd9jZzi+WbFE6QVhbDBg6/7vEIIIURZd9tttwGwf/9+rFark6MRQoj/JwlaGZSfn8/HH38MwKeffoq7u7tj37hx42jatCkbNmxg9+7d13edosQstLhqo0aD7oJrCSGEEBVVzZo18fHxwWq18vfffzs7HCGEcJAErQzatGkT6enp1K5dm4iIiIv2DxkyBIClS5de13WKCws3N5kKv5EKjkIIISoJRVGIiIjAYDAQFxfn7HCEEMJB5qCVQfv37wegxSUWjC7eXnzc9Wpd3GumkXxdCCFE5TF79mx8fX3R6/XODkUIIRwkQSuDTp06BUDVqlVL3V+8vfi4y2nUqFGp2w8fPuz4/oX4+MJvNBqeqlHjKiKtfOxFvYwaSWavmNyzayP37erJPbs2ct+untyzayP37erJPbs28fHxmIpHiJVDkqCVQdnZ2UBhlaPSuLm5lTjuWtjtdkyKQoDu/38FdO7uuBSdW5QuNjYW4LoraFYmcs+ujdy3qyf37NrIfbt6cs+ujdy3qyf37NrY7Xby8vKcHcY1kwStDFKLincoinLZ/VfiUhOfi3vWZGL01ZH7dvXknl0buW9XT+7ZtZH7dvXknl0buW9XT+7ZtbnUCLLyQvpLyyCPosWic3JySt2fm5sLUKK6oxBCCCGEEKL8kwStDAoLCwPgzJkzpe4v3l58nBBCCCGEEKJikAStDGrWrBkAe/bsKXV/8famTZvespiEEEIIIYQQN58kaGVQhw4d8PLyIjY2lr179160f/78+QD069fvVocmhBBCCCGEuIkkQSuDDAYDY8aMAWDMmDEl5qJ98MEHREdH07FjR2677TZnhSiEEEIIIYS4CRT1akoCilvGbDZz++23s337dqpUqUKnTp04efIk27dvx8/Pj23btlGnTh1nhymEEEIIIYS4gSRBK8Py8vJ46623mD17NqdPn8bHx4fevXszZcoUqlWr5uzwhBBCCCGEEDeYJGhCCCGEEEIIUUbIHDQhhBBCCCGEKCMkQRNCCCGEEEKIMkISNCGEEEIIIYQoIyRBE0IIIYQQQogyQhI0IYQQQgghhCgjJEETQgghhBBCiDJCErRKxmw28+qrr1KvXj1MJhMhISFERUVx5swZZ4d2VXbv3s3bb7/NoEGDCA0NRVEUTCbTf7b74YcfaN26Ne7u7vj6+tKnTx+2bNly2TZbtmyhT58++Pr64u7uTuvWrfn+++8v2+bMmTNERUUREhKCyWSiXr16TJo0CbPZfMk2N/tnk5uby6JFixg1ahRNmzbF09MTNzc3mjVrxuTJk8nOzr5k2/9r796DorrPN4A/u9whulyN0HpDFBvUVDFqFAQbFWWSElRALQnkohRToTpNTVLUjMaOVUmNjCSt411RDNLMxBJtDFVqQayJ0YqixGAxsXgDlJuw4Pv7g98eXXdZtonChvN8ZnYmfC+cd58l7r57O2rO7d1338X06dMxaNAg6HQ6ODk5oV+/fkhISEBJSUm7+9Sc2YOqqqrQq1cvaDQaDBkyxOJaNecWHh4OjUbT7uXAgQNm96k5M4PKykosXLgQgwcPhouLCzw9PREcHIzf/va3ZterObPDhw9b/DszXJYvX26yV825AcCxY8cwY8YM9O7dGw4ODvD09MQzzzyDnJycdveoPTOgLbeoqCh4e3srtaWlpaGhoaHdParPTUg1GhsbZdy4cQJAfH19JTY2VkaPHi0AxMfHR7766quuLtFqUVFRAsDo4uTkZHHPwoULBYC4uLhIVFSUREREiL29vdjZ2Ulubq7ZPbm5uWJnZycajUbCwsJkxowZ4u7uLgBk4cKFZvd89dVX4uPjIwBk6NChEhsbK/7+/gJAnn76ablz547Jns64bTZu3KhkFRQUJDExMRIRESE9evQQADJkyBC5evWqyT615+bl5SXOzs4yevRoiY6OlujoaBk8eLAAEEdHR8nLyzPZo/bMHpSQkCAajUYASGBgYLvr1J5bWFiYAJAZM2ZIQkKCyeX06dMme9SemYhIYWGhUv8TTzwhsbGxMm3aNOnXr5/Y2dmZrFd7ZufOnTP795WQkCDx8fHK/UR+fj5zu8/evXtFq9UKABk1apTExcVJaGioMrZ48WKTPWrPTERk586dYmdnJwAkODhYoqOjpU+fPgJAnnzySbl9+7bJHuYmwgZNRZYsWaL80dXW1irj6enpAkAmTJjQhdX9b1atWiVLly6Vjz/+WCorKzts0D777DMBIF5eXnLhwgVlvLCwUBwdHUWn00lVVZXRnqqqKtHpdAJA9u3bp4xXVlZKQECA2TswEZEJEyYIAElJSVHG9Hq9REdHCwBZunSpyZ7OuG22bdsmycnJRtdfROTKlSsyYsQIASCzZ882mmNuIkePHpXGxkaT8czMTAEgfn5+0tLSoowzM2OHDh0SADJv3jyLDRpzu9eglZeXW7WemYl8++234u7uLi4uLmYfuBUXFxv9zMwsy8vLEwDSp08faW1tVcbVnpter1ceyO/Zs8dorrCwUJydnUWj0Rg9OFd7ZiIily9fFmdnZwEgmzdvVsbv3LkjMTExAkB++ctfGu1hbm3YoKlEc3Oz8kzCF198YTI/fPhwASAnTpzoguq+v44atMjISAEgf/zjH03mUlJSBICsXbvWaHz16tUCQKKiokz25ObmCgB59tlnjcaPHz8uAKRXr14mz7xUVlaKg4ODeHh4SHNzszJuC7dNYWGhkmFTU5MyztwsM/zDX1JSoowxs3saGhokICBAnnjiCblw4YLFBo25/e8NGjMTeeGFFwSAZGRkWLWemVk2Z84cASBvvPGG0bjac/v3v/8tQNs7TcwxvKsnOztbGVN7ZiIiK1asEAAyefJkk7lr166Jq6urODg4yI0bN5Rx5taGDZpK5OfnCwAZOHCg2fnly5cLAFm2bFnnFvaQWGrQGhsbxcnJSQDI5cuXTeYLCgoEgISFhRmNG55Z2bFjh8mepqYmcXZ2FmdnZ6NXV5YuXSoA5JVXXjFby89+9jMBIH//+9+VMVu4berr6wVoe1vLlStXRIS5WSMwMFAASFlZmYgwswctXrxYNBqNHDlyRMrLy9tt0Jhbm/+lQWNmbc+aOzk5iU6nM/sq94OYmWV1dXXi5uYmAOTMmTPKOHMT5Qmmjhq0Tz/9VESYmcHzzz8vAGTlypVm50eNGiUAZPv27SLC3O7HLwlRiVOnTgEARo4caXbeMG5Y152UlpaiqakJPj4++PGPf2wyb7jup0+fNho3/GwuM0dHRwwdOhR37tzB+fPnlfHvkrMt3DZff/01ACgfegaYW0e2b9+O8+fPY/DgwfD39wfAzO53+vRppKen46WXXsKECRMsrmVuxjZt2oT58+fjV7/6FdavX4+KigqTNcwM+Oc//4mmpiaEhITAwcEBOTk5+PWvf43XXnsNGRkZuHr1qtF6ZmZZbm4u6uvrMWLECAQFBSnjzA3w9/eHv78/SktLsXfvXqO5oqIiHDx4EAMGDFD+rWNmberr6wEAHh4eZucNjzcMx2Fu97BBUwnDHby5P/j7x809EPih6+i6u7m5wd3dHdXV1aitrQUA3L59GzU1NRb3mcvsu+RsC7fNe++9BwCYOnUqnJycrKpLbbmtWbMGiYmJiImJwdChQ5GQkAA/Pz9kZWVBq9VaVZNaMrt79y7mzp0Ld3d3rF69usP1zM3YO++8g/fffx8bNmxAamoqAgICsGLFCqM1zAzKt6g+/vjjCA0NRUxMDN577z1kZmYiJSUFAwcOxIcffmh1TWrIzJKdO3cCAF544QWjceYG2NnZYevWrdDpdIiLi8NTTz2FWbNmISwsDCEhIfjpT3+Kv/3tb3B0dLSqJjVkBgA+Pj4AgP/85z9m5w3jly5dsqouteQGsEFTDcNXqLu6upqdd3NzM1rXnXR03QHT639/Dv9LZt8l566+bfLy8rBp0yY4ODgYPQhkbsYOHjyIbdu2IScnByUlJejTpw+ysrIQHBxsdU3m6uqOmWVkZOD48eNYs2YNvLy8OlzP3NpMmDABO3bswMWLF9HQ0IDz589j5cqVsLe3x9KlS5UnUqypyVxd3S2z6upqAG2vZp8+fRqbNm3C9evXUV5ejkWLFqG+vh7x8fHKs+vMrH2VlZX47LPPYGdnh9mzZxvNMbc2oaGhOHLkCAYMGIATJ04gOzsbBQUFcHNzw6RJk+Dn52d1Tebq6o6ZhYWFAQB2796N5uZmo7ljx44pr2gZmi3mdg8bNJUQEQCARqOxON8ddXTd71/T3s/W7LHmWA9rz8Ny7tw5xMfHQ0SwZs0aPPnkk1bXZa627pzboUOHICKorq5GQUEBAgMDER4ejpUrV1pdk7m6ultmly9fRlpaGsLCwpCYmGjVHubWZvny5YiPj4e/vz9cXFwwePBgvPXWW/joo48AAMuWLUNjY6NVNZmrq7tl1traCgBoaWnBu+++i5dffhne3t7o378/0tPTMXPmTDQ3Nyuv4jKz9mVlZaG1tRWTJ09G7969/6e6zNXWHXPbvXs3xowZg759+6K4uBh1dXW4cOECZs+ejXfeeQeTJk2CXq+3qiZzdXXHzH7xi1+gb9++qKioQFRUFEpKSlBbW4sDBw4gJiYG9vb2AKC8C4W53cMGTSV69OgB4N77gR9kOFngY4891mk1dZaOrjtgev0Ne+6f62iPNcd6WHsehm+++QZTp05FdXU1Fi1ahNTUVKN55maeu7s7QkNDkZeXh+DgYCxZsgT/+te/rKrJXF3dLbP58+ejubkZ77//vtV7mJtlU6ZMwahRo3Dr1i0cO3bMqprM1dXdMjMcQ6vVIiEhwWT+5ZdfBtB2YmZrajJXV3fLrD3tvb3RmrrM1dbdcisrK0NCQgJ8fHzw17/+FaNHj4abmxsGDRqEP/3pT3juuedQVFSELVu2WFWTubq6W2ZA2ytK+/fvR9++fXHgwAEMHToUPXv2xLRp06DVarFo0SIA9z6jxtzuYYOmEn379gWAds9ybhg3rOtOOrru9fX1qKmpgbu7u/I/X8+ePaHT6SzuM5fZd8m5K26bGzduYPLkyaioqMBLL72EtWvXmqxhbpY5ODggLi4OIoKPP/7YqprUkNn+/fvh6uqK5ORkhIeHK5dZs2YBaHtvvmHM8DYQ5taxQYMGAQD++9//WlWTGjLr378/AKB3797KZ2fNzV+7ds2qmtSQmTnnzp3DyZMn8dhjj+H55583mWduwJ49e6DX6zF16lTlbWz3i42NBXDvyQBmds+wYcNQWlqKbdu2YcGCBUhOTsYHH3yAM2fOKGsMX0rD3O5hg6YShreuffHFF2bnDePDhw/vtJo6S2BgIJycnHD9+nWz/1O1d90tZabX63HmzBk4OTkhMDDQqj3tHauzb5va2lpMmzYNpaWlmD59OjZu3Gj25Xrm1jFvb28AwPXr1wEwM4OamhocOXLE6FJcXAwAaGxsVMZaWloAMDdrGD5vZXhmlpkBI0aMANCWjbm3Ft28eRMAM+vIjh07AADTp083+9ka5nbvgXfPnj3NzhvGq6qqADCzB7m4uODFF1/E+vXrkZmZiaSkJPTo0QOHDh0CAISHhwNgbka+y3fz0w9PU1OTcpZ1SyfXO378eBdU9/0Blk9UPW3aNAEsn/hw9erVRuN/+MMfBLB84sPIyEij8eLiYgEsn/hQp9MZnfiwM2+bO3fuyMSJEwWAREREGJ2U2hzmZllCQoIAkDVr1ihjzMw8S+dBE2Fully7dk05P9X95wZiZiIDBgwQAFJUVGQyZzhJ7jPPPKOMMTNjd+/elX79+glw7xxe5qg9N8M5syZMmGB2Pi0tTQBIUlKSMqb2zDpy+PBhASBBQUFG48ytDRs0Ffnd734nAGTcuHFSV1enjKenpwsACQkJ6cLqvp+OGrRPP/1UAIiXl5dcuHBBGS8sLBQnJyfp2bOn3Lx502jPzZs3pWfPngJA9u3bp4xfvXpVAgICBIAcOnTI5Fjjx48XAJKamqqM6fV6mT59ugCQtLQ0kz2dcdu0tLRIdHS0AJDQ0FCpr6/vcI/acysoKJA9e/aIXq83Gm9ubpb169eLVqsVFxcXqaioUObUnll7OmrQ1J5bUVGR5Ofny927d43Gy8vLlXp//vOfG82pPTMRkQ8++EAAyFNPPSXXr19Xxk+cOCHu7u4CQD788ENlnJkZO3LkiAAQPz8/aW1tbXed2nP7/PPPBYAAkMzMTKO5oqIi5QmU+5tctWdmcPLkSZP70M8//1z8/PxEo9FIfn6+0Rxza8MGTUUaGxtlzJgxAkB8fX0lNjZW+dnLy0vKysq6ukSr7d+/X8aMGaNcAIhGozEa279/v9Ge1NRUASCurq4SFRUl06ZNE3t7e9FqtZKTk2P2ODk5OaLVakWj0Uh4eLjMnDlTudNPSUkxu+fChQvi5eUlAGTYsGESFxcn/v7+AkDGjBljdCZ7g864bdatW6fcwURHR0tCQoLZy/0PctSe25YtWwSAeHt7S0REhMyZM0emTJkivr6+AkCcnZ0lOzvbZJ+aM2tPRw2aiLpzM/yt+fr6SlhYmMTFxcn48ePF2dlZeZb56tWrzOwBra2tEhMTIwDE09NTnn32WQkPDxdHR0cBIHPnzjXZo/bM7jd37lwBIK+//nqHa9We229+8xvlPjQoKEhiYmJk/PjxotVqBYDMmzfPZI/aMxMRCQsLEx8fH5k8ebLMnj1bnn76adFqtWJvby9//vOfze5hbmzQVKehoUGWLFkiAwcOFEdHR3n88cclISHB6BWAHwLDgxlLly1btpjdFxwcLK6urqLT6SQiIkL+8Y9/WDzW0aNHZerUqeLu7i6urq4SHBwsmzdvtrinoqJCEhMTpXfv3uLo6CgDBw6UtLQ0aWhoaHfPo75tli1b1mFmAKS8vNxkr1pz+/rrr+Wtt96S8ePHi6+vrzg4OIibm5sEBQXJggULLP5DrNbM2mNNgyai3tzOnj0rycnJMnLkSPHx8RF7e3vR6XQyduxYSU9Pt1iXWjMzaG1tlQ0bNsiIESPE1dVV3NzcZNy4cbJ9+/Z296g9M5G2t7x7eHgIADl16pRVe9SeW25urkyZMkW8vLzE3t5ePDw8ZOLEibJr165296g9s40bNypNmoODg/j5+cmcOXPk5MmTFvepPTeNSDc+ARYREREREdEPCL/FkYiIiIiIyEawQSMiIiIiIrIRbNCIiIiIiIhsBBs0IiIiIiIiG8EGjYiIiIiIyEawQSMiIiIiIrIRbNCIiIiIiIhsBBs0IiIiIiIiG8EGjYiIiIiIyEawQSMiIiIiIrIRbNCIiIiIiIhsBBs0IiIiIiIiG8EGjYiIiIiIyEawQSMiIlXq378/NBqN1Zf7aTQahIeHW3Wcw4cPm/yumpoas2tLSkqQlJSEgIAAuLq6QqfTYeTIkVi2bBmqqqraPYa7u7vR79+6dauVKRARka2x7+oCiIiIusLMmTNx48YNi2vy8/Nx+fJl+Pn5fe/jDRw4ECEhIQAAR0dHk/lVq1YhLS0Nra2t+MlPfoLnnnsOTU1NKC4uxvLly5GRkYG9e/di0qRJJnvnzJmDhoYGfPnllzh16tT3rpWIiLoOGzQiIlKltWvXWpwvLi5GVlYW7OzskJWV9b2PFxIS0u4rW+np6XjzzTfh4+ODXbt2YfLkycrc3bt3sWHDBixcuBCRkZEoKCjA2LFjjfZnZmYCAN5++202aEREP3B8iyMREdEDampqMGvWLOj1eixduhRhYWGP7FhlZWV488034ejoiIMHDxo1ZwCg1WqxYMECZGRkQK/XIz4+Hi0tLY+sHiIi6lps0IiIiB7wyiuv4NKlS5g4cSLS0tIe6bHWrVsHvV6PV199FSNGjGh3XXJyMoKCgnDx4kXs27fvkdZERERdhw0aERHRfTIyMpCbm4tevXph165d0Gof7V1lXl4eACAuLq7DtbGxsQCATz755JHWREREXYefQSMiIvp/J0+exOuvvw6NRoPt27fD19fX7DoReSjHa2howKVLlwAAw4cP73D9sGHDAABnz559KMcnIiLbw1fQiIiIANTW1iIuLg5NTU1YvHgxIiIiHvkx7/+6/R49enS43s3NzWQfERF1L2zQiIiIACQlJaGsrAzjxo3DihUrOuWYOp1O+e9bt251uP7KlSsA2s57RkRE3RMbNCIiUr2NGzdi9+7d8PDwwO7du2Fv3zmfAHBzc4OnpycA4PTp0x2uv3jxIgCgb9++j7QuIiLqOmzQiIhI1UpKSpCamgoA2LJlS6c3P5GRkQCAv/zlLx2uzc7OBgBMnTr1kdZERERdhw0aERGpVkNDA2JjY9HY2IiUlBRERUV1eg3z5s0DAGzevBnffvttu+s++eQTlJWVwdPTEzNmzOis8oiIqJOxQSMiItV67bXXcPbsWQQHB2PNmjVdUkNoaChefPFF1NXVYdasWWhtbTVZc+PGDbz66qsAgN///vfw8PDo7DKJiKiTsEEjIiJV2rlzJ7Zu3YoePXogOzsbjo6OXVZLZmYmxo4di6NHj2LmzJm4ffu2MvfNN98gMjISV65cQVJSEpKSkrqsTiIievR4HjQiIlKd6upqJCcnAwB+9KMfWfWtjW+88QaGDBnyUOsoLS3FqlWrAAA+Pj4AgI8++ghTpkzBsWPHAADBwcG4du0aHBwc0NDQgMTERADA2rVr4e3t/VDrISKirscGjYiIVOfWrVuoq6sD0NYklZaWdrgnMTHxoTdolZWV2LZtm9lxg2vXrgEA9Ho9duzYoYy//fbbbNCIiLohNmhERKQ6/fv3h4h0dRkIDw/vsA5bqJOIiDoPGzQiIqJOcPToUeXtiZmZmXB1dX1ov3v+/PloaGjAl19++dB+JxERdQ02aERERJ3g4sWLyomm161b91AbtKysLNy6deuh/T4iIuo6GuF7J4iIiIiIiGwCv2afiIiIiIjIRrBBIyIiIiIishFs0IiIiIiIiGwEGzQiIiIiIiIbwQaNiIiIiIjIRrBBIyIiIiIishFs0IiIiIiIiGwEGzQiIiIiIiIbwQaNiIiIiIjIRrBBIyIiIiIishFs0IiIiIiIiGwEGzQiIiIiIiIbwQaNiIiIiIjIRrBBIyIiIiIishFs0IiIiIiIiGzE/wFjPSx7GHr3DwAAAABJRU5ErkJggg==",
+ "text/plain": [
+ ""
+ ]
+ },
+ "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=150)\n",
+ "\n",
+ "# ############### #\n",
+ "# Cast Stellite 1 #\n",
+ "# ############### #\n",
+ "\n",
+ "#ax.plot((CS_df_10mV_means)[\"Z'\"].to_numpy(), (-CS_df_10mV_means)[\"Z''\"].to_numpy(), 's-',\n",
+ "# linewidth=1, alpha=0.5, color='mediumblue', markersize=2,\n",
+ "# label=\"CS1 10 mV\")\n",
+ "ax.plot((CS_df_20mV_means)[\"Z'\"].to_numpy(), (-CS_df_20mV_means)[\"Z''\"].to_numpy(), 's-', \n",
+ " linewidth=1, alpha=0.5, color='firebrick', markersize=2,\n",
+ " label=\"CS1 20 mV\")\n",
+ "#ax.plot((CS_df_30mV_means)[\"Z'\"].to_numpy(), (-CS_df_30mV_means)[\"Z''\"].to_numpy(), 's-', \n",
+ "# linewidth=1, alpha=0.5, color='mediumseagreen', markersize=2,\n",
+ "# label=\"CS1 30 mV\")\n",
+ "\n",
+ "Z_fit = randles_circuit(np.logspace(-1,4,num=100,endpoint=True), *CS_popt)\n",
+ "ax.plot(Z_fit.real, -Z_fit.imag, 'k-', linewidth=1, label='CS Fitted Model')\n",
+ "\n",
+ "Z_fit = randles_circuit(np.logspace(-3,4,num=100,endpoint=True), *CS_popt)\n",
+ "ax.plot(Z_fit.real, -Z_fit.imag, 'k--', linewidth=1) #, label='Fitted Model extrapolated to lower frequencies')\n",
+ "\n",
+ "\n",
+ "\n",
+ "# #################### #\n",
+ "# As-hipped Stellite 1 #\n",
+ "# #################### #\n",
+ "\n",
+ "#ax.plot((HS_df_10mV_means)[\"Z'\"].to_numpy()/10, (-HS_df_10mV_means)[\"Z''\"].to_numpy()/10, 'o-',\n",
+ "# linewidth=1, alpha=0.5, color='mediumblue', markersize=2,\n",
+ "# label=\"HS1 10 mV\")\n",
+ "ax.plot((HS_df_20mV_means)[\"Z'\"].to_numpy()/10, (-HS_df_20mV_means)[\"Z''\"].to_numpy()/10, 'o-', \n",
+ " linewidth=1, alpha=0.5, color='firebrick', markersize=2,\n",
+ " label=\"HS1 20 mV\")\n",
+ "#ax.plot((HS_df_30mV_means)[\"Z'\"].to_numpy()/10, (-HS_df_30mV_means)[\"Z''\"].to_numpy()/10, 'o-', \n",
+ "# linewidth=1, alpha=0.5, color='mediumseagreen', markersize=2,\n",
+ "# label=\"HS1 30 mV\")\n",
+ "\n",
+ "Z_fit = randles_circuit(np.logspace(-1,4,num=100,endpoint=True), *HS_popt)\n",
+ "ax.plot(Z_fit.real/10, -Z_fit.imag/10, 'k-', linewidth=1, label='HS Fitted Model')\n",
+ "\n",
+ "Z_fit = randles_circuit(np.logspace(-3,4,num=100,endpoint=True), *HS_popt)\n",
+ "ax.plot(Z_fit.real/10, -Z_fit.imag/10, 'k--', linewidth=1) #, label='Fitted Model extrapolated to lower frequencies')\n",
+ "\n",
+ "\n",
+ "\n",
+ "# ######################### #\n",
+ "# Annotation and decoration #\n",
+ "# ######################### #\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=90000)\n",
+ "ax.set_ylim(bottom=0, top=60000)\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, (0.325, 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": 178,
+ "id": "4fa93587-aded-4baf-9a51-b30ac2371316",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Bode Plots\n",
+ "fig, (ax, bx) = plt.subplots(2,1,figsize=(10, 6))\n",
+ "\n",
+ "\n",
+ "Z_fit = randles_circuit(CS_df_20mV_means[\"Z'\"].index, *CS_popt)\n",
+ "\n",
+ "freq_exp = CS_df_20mV_means[\"Z'\"].index\n",
+ "imp_exp = np.sqrt((CS_df_20mV_means[\"Z'\"].to_numpy())**2 + (CS_df_20mV_means[\"Z''\"].to_numpy())**2) \n",
+ "phase_exp = np.arctan2(-((CS_df_20mV_means)[\"Z''\"].to_numpy()), ((CS_df_20mV_means)[\"Z'\"].to_numpy())) * 180 / np.pi\n",
+ "\n",
+ "freq_fit = CS_df_20mV_means[\"Z'\"].index\n",
+ "imp_fit = np.sqrt(Z_fit.real**2 + Z_fit.imag**2)\n",
+ "phase_fit = np.arctan2(-Z_fit.imag, Z_fit.real) * 180 / np.pi\n",
+ "\n",
+ "# Magnitude\n",
+ "ax.loglog(freq_exp, imp_exp, 'o', markersize=5, label='Experimental |Z|')\n",
+ "ax.loglog(freq_fit, imp_fit, '-', linewidth=2, label='Fitted |Z|')\n",
+ "ax.set_ylabel('|Z| (Ohm)')\n",
+ "ax.legend()\n",
+ "ax.grid(True, which=\"both\", ls=\"-\")\n",
+ "\n",
+ "# Phase\n",
+ "bx.semilogx(freq_exp, phase_exp, 'o', markersize=5, label='Experimental Phase')\n",
+ "bx.semilogx(freq_fit, phase_fit, '-', linewidth=2, label='Fitted Phase')\n",
+ "bx.set_xlabel('Frequency (Hz)')\n",
+ "bx.set_ylabel('Phase (deg)')\n",
+ "bx.legend()\n",
+ "bx.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": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3 (ipykernel)",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.10.16"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/electrochemical_OCP_EIS_LPR/.ipynb_checkpoints/EIS_new-checkpoint.ipynb b/electrochemical_OCP_EIS_LPR/.ipynb_checkpoints/EIS_new-checkpoint.ipynb
deleted file mode 100755
index 6936053..0000000
--- a/electrochemical_OCP_EIS_LPR/.ipynb_checkpoints/EIS_new-checkpoint.ipynb
+++ /dev/null
@@ -1,1516 +0,0 @@
-{
- "cells": [
- {
- "cell_type": "markdown",
- "id": "edd45bd3-d582-4a4e-b61b-4a20b65290b3",
- "metadata": {},
- "source": [
- "## Imports"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 137,
- "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": 138,
- "id": "f21e4149-b8bf-4ddd-9f52-a9e1527939cf",
- "metadata": {
- "jupyter": {
- "source_hidden": true
- }
- },
- "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"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 139,
- "id": "91821d16-a56b-457c-938a-9665dce5d4ee",
- "metadata": {
- "jupyter": {
- "source_hidden": true
- }
- },
- "outputs": [],
- "source": [
- "\n",
- " \n",
- "try:\n",
- " HS_EIS_10mV_1_df = EIS_z60_import(\"./HIPed_Stellite1_EIS/10mV_1.z60\")\n",
- " HS_EIS_10mV_2_df = EIS_z60_import(\"./HIPed_Stellite1_EIS/10mV_2.z60\")\n",
- " HS_EIS_10mV_3_df = EIS_z60_import(\"./HIPed_Stellite1_EIS/10mV_3.z60\")\n",
- "\n",
- " HS_EIS_20mV_1_df = EIS_z60_import(\"./HIPed_Stellite1_EIS/20mV_1.z60\")\n",
- " HS_EIS_20mV_2_df = EIS_z60_import(\"./HIPed_Stellite1_EIS/20mV_2.z60\")\n",
- " HS_EIS_20mV_3_df = EIS_z60_import(\"./HIPed_Stellite1_EIS/20mV_3.z60\") \n",
- "\n",
- " HS_EIS_30mV_1_df = EIS_z60_import(\"./HIPed_Stellite1_EIS/30mV_1.z60\")\n",
- " HS_EIS_30mV_2_df = EIS_z60_import(\"./HIPed_Stellite1_EIS/30mV_2.z60\")\n",
- " HS_EIS_30mV_3_df = EIS_z60_import(\"./HIPed_Stellite1_EIS/30mV_3.z60\")\n",
- "\n",
- " CS_EIS_10mV_1_df = EIS_z60_import(\"./Cast_Stellite1_EIS/10mV_4.z60\")\n",
- " CS_EIS_10mV_2_df = EIS_z60_import(\"./Cast_Stellite1_EIS/10mV_5.z60\")\n",
- " CS_EIS_10mV_3_df = EIS_z60_import(\"./Cast_Stellite1_EIS/10mV_6.z60\")\n",
- " \n",
- " CS_EIS_20mV_1_df = EIS_z60_import(\"./Cast_Stellite1_EIS/20mV_4.z60\")\n",
- " CS_EIS_20mV_2_df = EIS_z60_import(\"./Cast_Stellite1_EIS/20mV_5.z60\")\n",
- " CS_EIS_20mV_3_df = EIS_z60_import(\"./Cast_Stellite1_EIS/20mV_6.z60\")\n",
- " \n",
- " CS_EIS_30mV_1_df = EIS_z60_import(\"./Cast_Stellite1_EIS/30mV_4.z60\")\n",
- " CS_EIS_30mV_2_df = EIS_z60_import(\"./Cast_Stellite1_EIS/30mV_5.z60\")\n",
- " CS_EIS_30mV_3_df = EIS_z60_import(\"./Cast_Stellite1_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"
- ]
- },
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- "source": [
- "HS_EIS_20mV_2_df "
- ]
- },
- {
- "cell_type": "markdown",
- "id": "0bcdaf4a-ff61-4374-b2a3-4ec1f4e9dc90",
- "metadata": {},
- "source": [
- "## Calculating average and standard deviation, and throwing it into one df"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 141,
- "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",
- "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",
- "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_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",
- "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",
- "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": 195,
- "id": "e85eae7d-0327-4c33-badb-da1dd6b44c51",
- "metadata": {},
- "outputs": [],
- "source": [
- "# Throwing it into one df \n",
- "\n",
- "CS_10mV = CS_df_10mV_means\n",
- "CS_10mV[\"Z' STD\"] = CS_df_10mV_err[\"Z'\"]\n",
- "CS_10mV[\"Z'' STD\"] = CS_df_10mV_err[\"Z''\"]\n",
- "CS_10mV[\"Z STD\"] = CS_df_10mV_err[\"Z\"]\n",
- "CS_10mV[\"theta STD\"] = CS_df_10mV_err[\"theta\"]\n",
- "CS_10mV = CS_10mV[[\"Z'\", \"Z' STD\", \"Z''\", \"Z'' STD\", 'Z', 'Z STD', 'theta', 'theta STD']]\n",
- "\n",
- "CS_20mV = CS_df_20mV_means\n",
- "CS_20mV[\"Z' STD\"] = CS_df_20mV_err[\"Z'\"]\n",
- "CS_20mV[\"Z'' STD\"] = CS_df_20mV_err[\"Z''\"]\n",
- "CS_20mV[\"Z STD\"] = CS_df_20mV_err[\"Z\"]\n",
- "CS_20mV[\"theta STD\"] = CS_df_20mV_err[\"theta\"]\n",
- "CS_20mV = CS_20mV[[\"Z'\", \"Z' STD\", \"Z''\", \"Z'' STD\", 'Z', 'Z STD', 'theta', 'theta STD']]\n",
- "\n",
- "CS_30mV = CS_df_30mV_means\n",
- "CS_30mV[\"Z' STD\"] = CS_df_30mV_err[\"Z'\"]\n",
- "CS_30mV[\"Z'' STD\"] = CS_df_30mV_err[\"Z''\"]\n",
- "CS_30mV[\"Z STD\"] = CS_df_30mV_err[\"Z\"]\n",
- "CS_30mV[\"theta STD\"] = CS_df_30mV_err[\"theta\"]\n",
- "CS_30mV = CS_30mV[[\"Z'\", \"Z' STD\", \"Z''\", \"Z'' STD\", 'Z', 'Z STD', 'theta', 'theta STD']]\n",
- "\n",
- "HS_10mV = HS_df_10mV_means\n",
- "HS_10mV[\"Z' STD\"] = HS_df_10mV_err[\"Z'\"]\n",
- "HS_10mV[\"Z'' STD\"] = HS_df_10mV_err[\"Z''\"]\n",
- "HS_10mV[\"Z STD\"] = HS_df_10mV_err[\"Z\"]\n",
- "HS_10mV[\"theta STD\"] = HS_df_10mV_err[\"theta\"]\n",
- "HS_10mV = HS_10mV[[\"Z'\", \"Z' STD\", \"Z''\", \"Z'' STD\", 'Z', 'Z STD', 'theta', 'theta STD']]\n",
- "\n",
- "HS_20mV = HS_df_20mV_means\n",
- "HS_20mV[\"Z' STD\"] = HS_df_20mV_err[\"Z'\"]\n",
- "HS_20mV[\"Z'' STD\"] = HS_df_20mV_err[\"Z''\"]\n",
- "HS_20mV[\"Z STD\"] = HS_df_20mV_err[\"Z\"]\n",
- "HS_20mV[\"theta STD\"] = HS_df_20mV_err[\"theta\"]\n",
- "HS_20mV = HS_20mV[[\"Z'\", \"Z' STD\", \"Z''\", \"Z'' STD\", 'Z', 'Z STD', 'theta', 'theta STD']]\n",
- "\n",
- "HS_30mV = HS_df_30mV_means\n",
- "HS_30mV[\"Z' STD\"] = HS_df_30mV_err[\"Z'\"]\n",
- "HS_30mV[\"Z'' STD\"] = HS_df_30mV_err[\"Z''\"]\n",
- "HS_30mV[\"Z STD\"] = HS_df_30mV_err[\"Z\"]\n",
- "HS_30mV[\"theta STD\"] = HS_df_30mV_err[\"theta\"]\n",
- "HS_30mV = HS_30mV[[\"Z'\", \"Z' STD\", \"Z''\", \"Z'' STD\", 'Z', 'Z STD', 'theta', 'theta STD']]"
- ]
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- "execution_count": 196,
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- "source": [
- "CS_30mV "
- ]
- },
- {
- "cell_type": "markdown",
- "id": "7cd5ea3d-4381-429e-bd6d-b46d355657d4",
- "metadata": {},
- "source": [
- "# Visualizing data"
- ]
- },
- {
- "cell_type": "markdown",
- "id": "802a394f-df3b-40de-a72b-aa25eb4a3497",
- "metadata": {},
- "source": [
- "## Plotting average data in Bode Plot"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 212,
- "id": "28c0aa53-7db6-4a19-bdb3-be5aefb510dd",
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "10mV Theta mean error : 3.57%\n",
- "10mV |Z| mean error : 2181.68%\n",
- "\n",
- "20mV Theta mean error : 2.53%\n",
- "20mV |Z| mean error : 1125.86%\n",
- "\n",
- "30mV Theta mean error : 2.13%\n",
- "30mV |Z| mean error : 968.84%\n"
- ]
- }
- ],
- "source": [
- "print(f\"10mV Theta mean error : {CS_10mV['theta STD'].mean():.2f}%\")\n",
- "print(f\"10mV |Z| mean error : { CS_10mV['Z STD'].mean():.2f}%\")\n",
- "print()\n",
- "print(f\"20mV Theta mean error : {CS_20mV['theta STD'].mean():.2f}%\")\n",
- "print(f\"20mV |Z| mean error : { CS_20mV['Z STD'].mean():.2f}%\")\n",
- "print()\n",
- "print(f\"30mV Theta mean error : {CS_30mV['theta STD'].mean():.2f}%\")\n",
- "print(f\"30mV |Z| mean error : { CS_30mV['Z STD'].mean():.2f}%\")\n"
- ]
- },
- {
- "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": 256,
- "id": "220655d9-55dd-4eed-98e0-72c3f40cab55",
- "metadata": {},
- "outputs": [
- {
- "data": {
- "image/png": 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",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "fig, axs = plt.subplots(2,2,figsize=(7,4), sharex=True, dpi=150)\n",
- "\n",
- "ax1 = axs[0][0]\n",
- "ax2 = axs[1][0]\n",
- "bx1 = axs[0][1]\n",
- "bx2 = axs[1][1]\n",
- "\n",
- "common_args = {\n",
- " 'fmt': 'o',\n",
- " 'markersize': 2, \n",
- " 'markeredgecolor':'black', # Color of the marker border\n",
- " 'markeredgewidth':0.25, # Width of the marker border \n",
- " 'elinewidth': 0.50, \n",
- " 'capsize': 1, \n",
- " 'capthick': 0.50,\n",
- "}\n",
- "\n",
- "ax1.errorbar(CS_10mV.index.to_numpy(), CS_10mV[\"Z\"].to_numpy(), CS_10mV[\"Z STD\"].to_numpy(),\n",
- " color='mediumblue', ecolor=\"mediumblue\", label=\"CS 10 mV\", **common_args)\n",
- "ax1.errorbar(CS_20mV.index.to_numpy(), CS_20mV[\"Z\"].to_numpy(), CS_20mV[\"Z STD\"].to_numpy(),\n",
- " color='firebrick', ecolor=\"firebrick\", label=\"CS 20 mV\", **common_args)\n",
- "ax1.errorbar(CS_30mV.index.to_numpy(), CS_30mV[\"Z\"].to_numpy(), CS_30mV[\"Z STD\"].to_numpy(),\n",
- " color='mediumseagreen', ecolor=\"mediumseagreen\", label=\"CS 30 mV\", **common_args)\n",
- "\n",
- "ax2.errorbar(CS_10mV.index.to_numpy(), CS_10mV[\"theta\"].to_numpy(), CS_10mV[\"theta STD\"].to_numpy(),\n",
- " color='mediumblue', ecolor=\"mediumblue\", label=\"CS 10 mV\", **common_args)\n",
- "ax2.errorbar(CS_20mV.index.to_numpy(), CS_20mV[\"theta\"].to_numpy(), CS_20mV[\"theta STD\"].to_numpy(),\n",
- " color='firebrick', ecolor=\"firebrick\", label=\"CS 20 mV\", **common_args)\n",
- "ax2.errorbar(CS_30mV.index.to_numpy(), CS_30mV[\"theta\"].to_numpy(), CS_30mV[\"theta STD\"].to_numpy(),\n",
- " color='mediumseagreen', ecolor=\"mediumseagreen\", label=\"CS 30 mV\", **common_args)\n",
- "\n",
- "common_args['fmt'] = 's'\n",
- "\n",
- "bx1.errorbar(HS_10mV.index.to_numpy(), HS_10mV[\"Z\"].to_numpy(), HS_10mV[\"Z STD\"].to_numpy(),\n",
- " color='mediumblue', ecolor=\"mediumblue\", label=\"HS 10 mV\", **common_args)\n",
- "bx1.errorbar(HS_20mV.index.to_numpy(), HS_20mV[\"Z\"].to_numpy(), HS_20mV[\"Z STD\"].to_numpy(),\n",
- " color='firebrick', ecolor=\"firebrick\", label=\"HS 20 mV\", **common_args)\n",
- "bx1.errorbar(HS_30mV.index.to_numpy(), HS_30mV[\"Z\"].to_numpy(), HS_30mV[\"Z STD\"].to_numpy(),\n",
- " color='mediumseagreen', ecolor=\"mediumseagreen\", label=\"HS 30 mV\", **common_args)\n",
- "\n",
- "bx2.errorbar(HS_10mV.index.to_numpy(), HS_10mV[\"theta\"].to_numpy(), HS_10mV[\"theta STD\"].to_numpy(),\n",
- " color='mediumblue', ecolor=\"mediumblue\", label=\"HS 10 mV\", **common_args)\n",
- "bx2.errorbar(HS_20mV.index.to_numpy(), HS_20mV[\"theta\"].to_numpy(), HS_20mV[\"theta STD\"].to_numpy(),\n",
- " color='firebrick', ecolor=\"firebrick\", label=\"HS 20 mV\", **common_args)\n",
- "bx2.errorbar(HS_30mV.index.to_numpy(), HS_30mV[\"theta\"].to_numpy(), HS_30mV[\"theta STD\"].to_numpy(),\n",
- " color='mediumseagreen', ecolor=\"mediumseagreen\", label=\"HS 30 mV\", **common_args)\n",
- "\n",
- "ax1.grid(True, which=\"both\", ls=\"-\", alpha=0.5)\n",
- "ax2.grid(True, which=\"both\", ls=\"-\", alpha=0.5)\n",
- "bx1.grid(True, which=\"both\", ls=\"-\", alpha=0.5)\n",
- "bx2.grid(True, which=\"both\", ls=\"-\", alpha=0.5)\n",
- "\n",
- "ax1.legend(markerscale=2)\n",
- "bx1.legend(markerscale=2)\n",
- "\n",
- "ax1.set_ylabel('|Z| [Ohm]')\n",
- "ax2.set_ylabel('Phase [deg]')\n",
- "ax2.set_xlabel(\"Frequency [Hz]\")\n",
- "bx2.set_xlabel(\"Frequency [Hz]\")\n",
- "\n",
- "ax1.set_xscale(\"log\")\n",
- "ax1.set_yscale(\"log\")\n",
- "bx1.set_xscale(\"log\")\n",
- "bx1.set_yscale(\"log\")\n",
- "\n",
- "ax2.set_xscale(\"log\")\n",
- "ax2.set_yscale(\"linear\")\n",
- "bx2.set_xscale(\"log\")\n",
- "bx2.set_yscale(\"linear\")\n",
- "\n",
- "ax1.set_ylim(bottom=10, top=10**6)\n",
- "bx1.set_ylim(bottom=10, top=10**6)\n",
- "ax2.set_ylim(bottom=-100, top=-180)\n",
- "bx2.set_ylim(bottom=-100, top=-180)\n",
- "\n",
- "plt.tight_layout()\n",
- "plt.plot()\n",
- "\n",
- "plt.savefig('doublecolumn_bode_plot.png', dpi=600)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 199,
- "id": "68715eac-2f14-4dcf-9504-9107b53bcf0c",
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "[]"
- ]
- },
- "execution_count": 199,
- "metadata": {},
- "output_type": "execute_result"
- },
- {
- "data": {
- "image/png": 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Dhju5zNvWp08fABYvXpxnvx9//JHU1FSaNm1KnTp1imNqXpEglCgx1uQrNN4Un2+/ppvjqfJ4N14c6ueqHXUrlcHCi0MdxZb61nuYiMeOu+3nXNoHZMuY2k3zrxzL+5p/9R339d1NWoaFs+ez0GoVDB7svg7VK6+EotU6UkwXLEjO8xqc7SqVgjff1DNmTM4lgGPGlGPKlApFkkLrrvZV7dqp1K6deke7BQohhBBCCCFEYcrMzGTNmjUAfPDBBwQFBeVoV6vVdO7c2W1yiCePP/44M2fO5LnnnqN69epenTNv3jxSU1Pp1q0b3bt3dx0vV64c77zzDkCJZEIBdOnSheDgYA4cOMDevXs99luyZAlwM2jlKyQIJUrMp7/N54FfjvLg+qNojDcKk1tsKC2OjCKN0cKD64/S/JejfPb7IpK/XOTqdyuN0ULyl4sASM68jk3tvraSTW0mOfM64F3G1KS4c8x4/xz39duVM1DVbxfvzDzHpLhzAEyaVIE333RfVPzWDCeVSnFjqV8DTpyoR1JSA6ZMqVhka7jdFTDcvz+Qw4eDpIChEEIIIYQQdyFnnVvn13vF1atXsVgcf5uFhoaW2DxWrVoFQM+ePXO1RUVFodfr+eWXXzAajV6N99BDD6FQKDh58iTffvstrVq1ws/Pj4oVKzJy5EhMJkeZmhMnTvDcc88RFhaGn58fjzzyCPv27csxllar5emnnwY8Z0NduXKF1atXo1KpePbZZ72+7uIgQShRYob1G0+d3gNou+oQ0eNW8+Kk9Qwd/RNDR//Ei5PWEz1uNW1XHaJOn4EM6zeePY3CaLLZfeZU083x7GkUBsBn05PyDFZ9Nj0J8C5jqvKzf9N65ddU7nkwZ6Cq50HH8Wf/BhyBpalTKzBmTDlKlbGhK3edUmVseWY4GQxKIiN1rl393MnMtBEfn5Xvi0te/bIXMLRYHEvvrFZ8soChEEIIIYQQwjOr1c6YMeeoWHE/ABUr7mfMmHP3TImNkJAQ9Ho9gNc1n4qCM/DTpEmTXG1arZb7778fo9HIkSNHCjTuhx9+yIABA9BoNHTs2BGTycSMGTN44YUXOHbsGA8++CDbt2+nTZs2VK9enQ0bNvDwww9z8eLFHOM4s5uWLVuGzZb7b8Bvv/0Wk8lEhw4dKFfOt3ZglyCUKDFqtYZ6I0dSffBgdGodpZMz0KJCi4rSyRnoNQaqDx5MvTffRK3W0Hz3JVr/dChH5pQzW6rVT4dovttR36lMyBd5BqvKhHwBwNXM1Dwzpq5mpvJ89Yc97uBnUGl5vvrDNw8o7UT02c2DN3bue3Dxd0T02Q3Kgr0gWK12jEYbI0eeIyxsH9WqHSAsbB8jR57DaLTleIFxvghl7+fuRejWF6uWLa8xY0amq5/UjRJCCCGEEML3jRt3nmnTcu7IPW3aRWJizpfwzAqHVqt1BVhGjRpFs2bNmDBhAmvWrCE1NbVY5nDt2jVSUlIAqFSpkts+zuPe7FCX3RdffMGaNWvYuHEjK1euZP/+/ZQrV46vvvqKbt260bdvX44dO8by5cvZu3cvffv25cqVK3zyySc5xmnRogXVq1fn3LlzbNy4Mdf9ODOkfKkguZPsjidKlEKlos6IEWiiorBcuUKNpk0xm+1UKbuRk1ceQl/K4Opb9/VhKMwWVJ9/Tou1R0gP1ON/zYjGbKPaiy9S53XHjgcdzOU4/tN/UQA720Ri1qvRGC003RxPq58OUf2ltgBc+HQBmioWzPrc/w00RgsXPl0AL/Un0+p+B79Mq4mrman4lQrDarfx6cFVLEvYeLPdZmLJid+w22y8WLcrKkXOmG+W1USy8TrB+lLosgW64uISmTjxQo6+zl37Zsy4yIQJ5YmNrXAjsJR7d79p0y5is5EjA8v5YuWUkQFz52ZRpsx5pkyp6PY+s3PepxBCCCGEEKJkZN9Y6VazZl0iJiY8z1UWJUGhKPiqiw8++ACj0cjixYvZsWMHO3bsAEClUtGmTRvGjBlDhw4dCnuqLmlpaa7v/fz83Pbx9/fP1dcbw4YNo3Xr1q6fy5cvT69evZg5cyYmk4np06ejVDr+DRUKBW+88QaLFi3i999/zzVW7969iY2NZcmSJTzyyCOu46dOneLPP/8kICCAJ554okDzKw4ShBI+wa7Woggpj02lw2azc9FSDptKh9nsyMBRKh2/dOq8+SYKtZqERYvQJKej8ven6qC+1B42DIVKBUC94W+gtNo8B6uGvwHAPEsATTbHs619zVzzabo5nnnhtXn580VoIjwHqi5/voiKw0cw79DPfHPsV1CrcvX7z7FfUSqUvFS3KwA2u425h1ax4uQfZFpNGFRauldpzQu1u6BSKBkxohzvvZdEWpoNpdaCpkwm5qsGbCY1AQGOdnAElrIHoLJ7552LKJUwdWpFr16sYmLCGT26POPHJzJnziXS0mwEBCgZPDiUSZPC0WhkyZ4QQgghhBAlyZsduSMj3e/EXVL69evnsW3Pnj1uC2v7+fmxaNEixo4dy3fffccff/zBX3/9RXJyMhs3bmTjxo289957DB8+vEjmbLfnvwrEmz7utG/fPtexyMhIwFE3Sq3O+XdntWrVAEhMzL2ZVJ8+fYiNjWX58uV8/PHHrmWMS5YswW630717d49BtJIkQSjhE2bPNvLRR1nAbtcxf/89ru+dmTjOzKma0dEYk5LQh4WhuvGfzUnhZbDqFVU6J3465DFjqtpL/yLi8SdoMmuYx0BVlSFDAKj1y99YI3MHoACsahW1fvkb6nbFajHzbdJWVqfcLC6XaXVkTNksFl6sE0XiRcuNXfv2Eh51BLWfBUuGmsSfanFqcUMSL5qoEWAgLc193SsnZ7u3L1a3BrWc2VdqNUyZUjHP+xJCCCGEEEIUrfBwDQEBSrfv7QMClISHa0pgVnlbsGCBx7bY2Ng8d3erVasWY8eOBcBms7F161bGjBnD5s2bGTVqFD169OC+++4r7ClTqlQp1/cZGRkEBgbm6pORkQFAQEBAgcauWDH331XOrKq82rKysnK1RUZG0rJlS7Zs2cKqVatcRdR9dVc8JwlCCZ8QHa3nlVf0rijwrZS3ZJWq9Hr8IyI8judNsOr+4cNRWa15ZEwN590FsTzwy1G3garmvxzlswaLeLN6HPWiuqPZPdtjxlS9KMe2nos3fsnvYUa3GVPfnNhA6u49BDV4kCr9z1DpyUOuNueufQq1jfXXL1ODTkydWokFC656zJiaOtWxTtmbF6u7MbVXCCGEEEKIfxKDQUl0dGiOMhtOQ4aE3tPv15VKJa1atWLNmjXUrl2bM2fOsHbtWl588cVCv6/AwECCgoJITU3l7Nmz1K1bN1efs2fPAhCRx9+k7uS1PPF2li726dOHLVu2sHjxYnr27Mnu3bs5ePAgFSpUyLFEz5dIEEr4BJVKgUpFoS/7yitY5U3G1LB+4zmc5Id+3rxcgaqqL7zAk/0cS/t+SDtEwy0n2fFI9Vz302hLAj/UOMS/qUm7/+vKb+dXup2PVa3i6U79mT/HTnjH39z2Ce94jPPfPwqNwOCvYPCrZfkmcT0Voo6g8rNgzVBz/qdaPFOhPQZ/x2Op19p5dXAw02fkDjJFvxKMXmsn4ZTFq2wpq9WOm80XXBzLJnP+G2ZmOs4PD9fc0y+MQgghhBBCFLXJkyugUDg+KHaW0BgyJJS4uH9G/VY/Pz+aN2/OmTNnuHz5cpHdT8OGDdm0aRO7du3KFYQym838/fff6HQ6atWqVWRz8MYzzzzD0KFDWb16NVevXnVlQT3//POu2lK+xjdnJUQxcWZMddy+nUc2bKDj9u3UGTHCtWQv+w5+eq3BsWufNueufQAtNybQ9ocDbnfua/PDQVpuTABg59k9rvZbaYwWNhzYxItD/VD5ue+j8rPw4lDHut6FR9extcUHVH7qgKu/6kbG1JYHP2Dh0XUAHJ09mwe/e4SepVdQSplKOfVFSilT6Vl6BQ98+whHZ892ZUu5kz21Ny4uEa12t8dbXJxjrXJBdvgTQgghhBBCeEelUjBlSkXOnasPwLlz9ZkypWKuD4LvZSdOnACgQoWiC7xFRUUB8N133+VqW7VqFUajkXbt2rnqMJWUMmXKEBUVhclk4uuvv2bZsmWAb+6K5yRBKCG4mTF165I9yD9QBVA7egiP/32AARXaMPTt33lx0nqGvv07Ayq04fG/D1A72lE7qkvVf9F0q/ttPP9v6xn6NHuSK/MW5hmoujJvIQDPVGmLDvcvNjoUPFPFsQtgzehoHju4n4mjAlhW5zU+j4hmae1ohr1s5bGD+6kZHe1K7XUne2pvTEw4mZmNePPNcq6gVUCAkjffLEdmZiNiYsIBR42vevWuMWNGzu1jZ8y4iMGwxxWsEkIIIYQQQhSc8/35vbbSICUlhQceeICVK1diNptztJnNZiZPnsyePXswGAx06tSpyOYxaNAgAgMD+f7771mxYoXreFJSEiNHjgQossLoBeWs/RQTE8P58+epX78+DRs2LOFZeSbL8YTwUn5L+1QqFXVHjaLW0KEe61BdXb6C1t/vB4vFbTH0kxFfokhLz3PXPkWZMgDs/HQWWZHuM4qyVHZ2fjqLtq+NQqFScXTmTE58/jlmjZL0YD/8rxlJ/uYbjgYHU2fECCwmCzFvhWC1WJk3NxGt8QomfVkGvRzOuDEhWEwW1Fo1KpXCqwLmgwbpmDcvixv1+nLIvsOfEEIIIYQQQmS3fft2unfvTmBgIE2bNqV8+fKkpKSwZ88eEhMTUalUzJkzh/Lly3s1XmJiIk8++aTr54MHDwIwePBgAgICUCgUREVFERMT4+pTtmxZvvzyS55++ml69uxJmzZtCAkJ4bfffiMlJYXXXnuNdu3aFe6F36aoqCjKli1LcnIy4NtZUCBBKCEKXV7BqtBevQh55hlq/PADrd9eyjWNjUCzkhrPPk+tv79DqdHw5d+reOD5ZR6Loe9Y+gIN4UYx9Fn5FkO3Go2cWPwVv3etw65s4zXZHI/iq0XUjI7mi+fepcK++bQBWoeCQgF2OyhWwK8r4HyDAby0cpzXBcyTk+1uA1DgCFolJVkICHC/m6AQQgghhBDinykoKIgtW7awZs0aNm7cSHx8PH/++ScqlYqIiAiioqIYMmQIDRo08HrMrKwstm3bluu4MxgFULt27VztPXr0YNOmTUyePJn//e9/mEwm6tSpw6uvvsqAAQNu7wKLgFar5emnn2bu3LkolUqef/75kp5SniQIJUQxUqhUKPLJmOrf4DEO9zuM/tPPchVDj3z5JWo3eAyAgHLl+b//nWHrQ1Vz3c//bT1DQCfHJwMZFy+w8aGIHJlVZr2abe1rogD+dfEC//7PaA6/qybhi8+xaJU5C7APepHObzgKsCcmmr0qYB4crMDPD4+ZUGFh8qtHCCGEEEKIe5Xdnn8N2NjYWGJjY3McUygUtGjRghYtWhTaXKpUqeJ2PllZWQDodDqP57Zq1YrVq1d71TcvGzduzHW/Tv3796d///4ez/XmsZwzZw5z5sy5rbkVt3trAakQdxFPdahUCiV13xjhthh63eFvoFI4/tt+uGIm6uuZbouhq9Iy+XDFTACWXNnNrraRbuews20kS67sRmGzcPI/S/m9ax1mT+7MZ+PbM3tyZ37vWoeTXy9BYXOM720Bc09L8cARrHr33dzbygohhBBCCCGEuLdJOoIQPshZDL1mdLTH+lLDn38La08Txz6aReu3l7mW9lV75jlqvDYElVYLQPzqGpgbbHZ7P2admvjVNcgom3+2VKn7qrgKmE+bdhGdLoOQkItcvlyOrCy/HAXMo6P1vPSSjoULDXzyyc3tY195JZSJE8PRaHIXVM/MdGRShYdrchRYtFrtmM12j32USv5Ru4EIIYQQQoh/JqvVju3GogTn+2PnV5D3xeLuIEEoIXxYXvWl1GoNarWG+0ePps7rr3sMVo17vSo9f9eSaTXlGsOg0jLu9aosObo272ypq7t4+b4qWK12xo4NIdnwEcfrZmLWq6lptFD9oIG3hk/CarWjUilct+nTKxIbG+42uAQ3A0zjxycyZ87NYNXgwaFMmhSO1Wpn9mwjH3202+NjNGFCeWJji257ViGEEEIIIXxBXFwiEydeyHHM33+P63t5XyzuBhKEEuIekFewau5375JZNncACiDTamLud++iblQPs879rwOzTk2G0vGRy6SJp9mV9AEpXRU4f32Y9WoONTHz3BujaVLudSZOui/H+XZbOjbrSey2KkCpHG3uXkidu+3NmHGR117TER2tR6crnWNHPqeRI8sRExPudt7e8JR9JYQQQgghhK+JiQln7FjP732V8nZW3AXkaSrEPW7482+x7tHJPFflXxhUjiV6OoWGLmUase7RyQx//i3abTztqit1K43RQruNpwHQR3xGenur237pHazoIz5z/Wy1mHl7QQyPrRnLgCPzeWzNWN5eEIPFYnb1GTGiXJ41pgYN0mE2w5w57nfk++STS5hMuQv1ZWbaOH3aitGYu81qtWM02hg58hxhYfuoVu0AYWH7GDnyHEajDas1/8J/QgghhBBCFDeVSoFG4/kmS/HE3UCCUELc49RqDQa9H6/c340fO0ziPw+PZXatf/NMeGsMej/Uag0NXh3K03UedXv+03Xa0+DVoQD8X5Iiz4yp/0tyvPDZ7DYW/TaPNSHpmG70N+nUrAlJZ/riSVjtjsyq7LvtaRVZlFNfRKtw7BaRlmYjKclOUpIt3x35IHdw6eGHr9OsWWqu4FJcXCIGwx5mzLjoGteZfVWv3jVmzzbmuI/MTBvx8VlkZrqfgxBCCCGEEEII70gQSoh/EJ1KSwX/YLTKnIEkhUrFC3W70rt6Owwqx7ajBpWO3tXb8ULdKBQqFQDxnZugyfKQMZVlIb5zEwBWnPqdP0Oz3Pb7tVQq83avAGDBgmSUWOlbZglfVn+RGY1H8mX1F+lbZglKrKxYkUVYmNKrHfncBZcyMmDGjIsYDHuIi0sE8s6+8vODQYMc12+12hkzJme21Jgx5yRTSgghhBBCCCFuk9SEEkIAoFIoeal2FP1rtCfZeJ1gfSl0N5bvOQ1q9ASX9u5irS4j1/ntrgcxqNETAER89gPm3tXc3o9Zpyb0w//Awp5MnFCO8rvncKrGEb5o8zBmvRqN0UKTzUf44Nj3dBzSF4UKBg8OZcaM3DvyvfJKKFqtI/tqxIhyvPdektusqYAAJSNGlAMgKcniMbMqIwOSk+03AlDnc9ShSkuzMW3aRWw2mDJFCj4KIYQQQgghREFJEEoIkYMzW8odlULJ6N4TUC6O49dSKZh0arRZFtpdL83I3jGoFI4Mo7qjxqGJ/8rt0j1tloV2738CwJFZH3Cqxh62ta/pajfr1Td+3sOlxXa+uf48s2dfpuuL/yG9vcW1I5//ejXvvvsMBoOC2NgKeQaXHEv7LAQEqAgP1xAQoHTb198fwsKUjB9/3m0hdIB33rmIWg3//neeD6MQQgghhBBCiFtIEEoIUSBqtYa3+k/i9fTrnD9/kgoVquDnn3PXu/VZxyl/OoUzNUJynV/udArLL+1kYNlObGkUzK77It3ez642kVRQhfJKPS0hDX9kXRhk35Ev5TGY+OAqRvaJBSAsTO0xuBQQoCQszHGuVqtwZVbdqlcvHRoN9O8fzJQp7oNQ4GiH8x7bb2W12jGbHcv43O3IZ7XapZCkEEIIIYQQ4p4nNaGEELfFz78U1WvUzxWAAugW2oyYLqPpdNkf7Y0aUtosC50u+/Plq5/Rr2YHAKofuIBZ76HQuV5Ntb8v8P35P9gQdM1tn98CU5m//3sA3n33Zi0onS6DihUT0N1YNpiWZuPddx1Bpbi4RI9ZTp99lsXs2UZXtpQ72etQeWv2bCNa7W602t0EBe2ldu2DBAXtdR27tRi6EEIIIYQQt7JbrdjMZo83u9X9LtZC+BLJhBJCFDqlQolOo2ds/ziG5ZExdfTR+qiOrseqVuUaQ2Wxcrjd/dT4cQfmVp535ItcvQsad2fcW2EMHxrIiI/iOF4v07Vsr/oBA+++FoOfvx6AmJhwxo4NB3JnJcXHx6NU5gxo3coZ0OrbN+dxdxlOTtHRenS60m6DXyNHlmPQIAlCCSGEEEKIvB2dPZujH33ksb3ma69Ra+jQYpyREAUnmVBCiCKVV8bUoDpdeLpGO7fnPVOjHT3KPcjeSqo8d+TbGeZY5nZizsdMin2WQ03Nruwqs17NoaZm4mKf5cScjwFQqRRoNI6bWpWBSnkMtSrDdUylUhATE05mZiNGjry5k15AgJKRI8uRmdmImJhw1xy82UXPbIY5cy65vYZPPrmE2ZzfoyiEEEIIIf7pakZHE3X4MFGHD9N5/34AOu/f7zpWMzq6hGcoRP4kCCWEKDEqhZKX6nald/V2GG7sxGdQaeldvR0v1u2KUqGkd/sXeSQ1dwAL4JFrgYzoHwtAeP8+7G7rob5U20jC+/dx/WyxmHl7QQyPrRnLgCPzeWzNWN5eEIPV4ogGqVQK9Hol06dXJCmpASdO1CMpqQHTp1dEr1e66jc5d9GbNu1m5pRzF7233jrvCkQlJdnyKZruvk0IIYQQQggnhUqFUqNx3YAcPytUuVcXlBSFQoFCkXfN09jYWBQKBbGxsbnaUlJSiImJoVGjRvj7+2MwGIiIiKBt27aMHTuWPXv2eDUPm83G5s2bGTlyJA888ABhYWHodDqqVatGdHQ0CQkJeZ6/ZcsWunTpQnh4OMHBwTRv3pyFCxd6dd9F4erVq+j1epRKJadPn863/8CBA1EoFIwdO7YYZucdWY4nhChRKoWSl2pH0b9Ge5KN1wnWl0J3IyAFoFJrGN031v2OfH1iUKsdL8DzdyzH5GY3PgCTTs38HcsZ2u4FLBYz0xbFsjYsE+evQJNOzRpdOsZfP6dvuxdynGswKImM1Lkdd+bMTObOTXXb9s47F1Eq4YUXIDhYkWfR9ODgnC/QeS3tE0IIIYQQ4l526tQp2rZty+nTpylVqhQtW7YkLCyMy5cvs2PHDjZv3kxycjJz587Nd6z4+Hjatm0LQMWKFWnZsiVKpZLt27czb948/vOf//Dzzz/TunXrXOeuXLmSp556CpvNRuvWrQkJCWHDhg3079+fvXv3MnPmzEK/9vyUKVOGqKgoVqxYwdKlSxk9erTHvkajkRUrVgDQu3fv4ppiviQIJYTwCTqVlgr+wW7bvNmRL+PkSTSlLZjdBKI0WRYyLp4E4N2FE/mt9HXc/fr7M8yE6pfPia357s1x87jP9HT7rUPkkJbmWEY4b15WnplQ8+ZlER2tx2i0MX58InPmXCItzUZAgJLBg0OZNCnctVRQCCGEEEKIe1l0dDSnT5+ma9euLF68mKCgIFebxWJh/fr1XLzoeSfr7BQKBR07duStt95yBaMAsrKyeOGFF/jqq6/o1asXx48fR6O5ufnQ1atXGTBgAFarleXLlxMVFQU4MrRat27N+++/z2OPPcbDDz9cSFftvT59+rBixQoWL16cZxDqxx9/JDU1laZNm1KnTp1inGHe5CN2IcRdI6/6Um/2i81z2d6b/WIBeLLFk24DVeAodP6vWv8CPC/Zs1huFnB6801DnrvoTZ1aCXAUJs+rxlR0tJ7Zs40YDHuYMSPn0r4ZMy5iMOwhLi4x131kZtqIj88iM1OW8wkhhBBCiLtfZmYma9asAeCDDz7IEYACUKvVdO7cmf79+3s1XrVq1VizZk2OABSATqdj1qxZBAUFcfr0abZs2ZKjfd68eaSmptKtWze6d+/uOl6uXDneeecdgBLJhALo0qULwcHBHDhwgL1793rst2TJEsARtPIlEoQSQtwT1DeW7XW+HID2RiFzbZaFzpcDGN1ngmvZXsaa39AYPRQ6N1pQbNzqWrK3JiTdtcTPpFOzJiSdaV9NdAWi/P2VREeHOu5LkUU59UW0iiwAhgwJJSDAsS7fmxpTgwbp8gxojRhRzvWzN8XQrVY7ZrPjdu2alSNHjFy7ZnUdy95XCCGEEEIIX3D16lUsFsd79dDQ0CK9L71eT40aNQA4f/58jrZVq1YB0LNnz1znRUVFodfr+eWXXzAavdvl+qGHHkKhUHDy5Em+/fZbWrVqhZ+fHxUrVmTkyJGYTCYATpw4wXPPPUdYWBh+fn488sgj7Nu3L8dYWq2Wp59+GoDFixe7vb8rV66wevVqVCoVzz77rFdzLC4ShBJC3DOcy/Z+7PQ2UwI7Mqv2C7zVf5IrAAWwq8v9lD+T4vb88mdS2NHlft5dEMtvQdfd9vkt8BrvLoh1/Rw3sRxzov7LV/cN4vOIaL66bxBzov7LpNhybs931pi6tdZTUpI9zyV7iYmOwJe3xdDj4hLRanej1e4mKGgvtWsfJChor+uYu8wqIYQQQghxd7DeCH5YvQyC3C1CQkLQ6/UAXtV8uhNWq9VV3Lt8+fI52pyBnyZNmuQ6T6vVcv/992M0Gjly5EiB7vPDDz9kwIABaDQaOnbsiMlkYsaMGbzwwgscO3aMBx98kO3bt9OmTRuqV6/Ohg0bePjhh3MtP3RmNy1btgybLfffEN9++y0mk4kOHTpQrpz7v0tKigShhBD3HD//UlSsVAO9wT9XW/9aHfny1c/odNk/R8ZUp8v+xHQZzRNhzWmapMhzyV7TJEdtJrvVytGZ71Lx0BIMSscbAIPSSMVDSzj6/nvYrdZc51uNRtJPn871hmHFiqw8r2nBgmQAxo8/z4wZ7tfAv/PORcaPd3yKExMTzptvun/BGTmyHDEx4XnenxBCCCGE8D12q5VDM2awvmVLANa3bMmhGTPcvu+8G2m1WleAZdSoUTRr1owJEyawZs0aUlPdbwh0u7755huSkpIIDQ2l5Y3HE+DatWukpKQAUKlSJbfnOo97s0Nddl988QVr1qxh48aNrFy5kv3791OuXDm++uorunXrRt++fTl27BjLly9n79699O3blytXrvDJJ5/kGKdFixZUr16dc+fOsXHjxlz348yQ8qWC5E4ShBJC/KOoFEr0Wj1j+8fxY6e3mV9rAD92epux/ePQafQoFUriOzdBk+VhyV6WhfjOjk9EkhYu5MTnn7vtd+Kzzzj8wQeun51vGNY2b85vDz/M2ubNc7xheP11Q55Bo0mTKgDQv7/74u1OznaTyc6cOZfc9vnkk0uYTLIcTwghhBDibnN45kyOz52LNSMDAGtGBsfnzuXw+++X8MzcUygUHm8TJ050e84HH3xAnz59UCgU7Nixg0mTJtG5c2eCg4N5+OGHWbdu3R3P68yZM7z55psATJo0CZ3u5m7YaWlpru/9/Pzcnu/v75+rrzeGDRuWYye+8uXL06tXL+x2OyaTienTp6NUOsI0CoWCN954A4Dff/8911jOAJOz9pPTqVOn+PPPPwkICOCJJ54o0PyKgwShhBD/WJ4KnQ9q9ASPXA90e06760EMavQEAEHt2uU5fuUbv/SdAajjc+diTU8HwJqezvG5czn07rvYrVZUKgVTp1ZgzJicxcvHjCnHlCkVXDvjhYdr8qwdFR7uWHqYmGj2anmfEEIIIYS4O1iNRhK++sptW8KiRT65NK9fv34ebw0bNnR7jp+fH4sWLeLQoUNMnjyZTp06ERwcjNVqZePGjXTs2PGOioKnp6fz5JNPcvnyZR5//HFefvnlHO12e/4f1nrTx5327dvnOhYZGQk46kap1TlXY1SrVg2AxMTcpTScGWPLly/PUZtqyZIl2O12unfv7jGIVpLcrzcRQoh/MJVCyejeE1AujuPXUimYdGq0WRbaXS/NyN4xqBSOIFDqr7/mOc6Z//4X3ZNPkrRwIZeXLXPb58RnnxFy/TrlBg5EpVIwZUpF3nqzDGcPnqdS3QoElMn5wvHuuxfzDC69++5FYmMruIJV7vpmD1Y5ZWY6AlPh4Zpc9aoKk7NguidKJa6AmxBCCCGEuMmYlOT6QPNW1vR0jElJ+EdEFPOs8rZgwQKPbbGxsXnu7larVi3Gjh0LgM1mY+vWrYwZM4bNmzczatQoevTowX333Veg+ZjNZnr06MHOnTtp2bIlCxcuzNWnVKmbH1BnZGQQGJj7w+mMG5loAQEBBbr/ihUr5jrmzKrKqy0rK3fpjsjISFq2bMmWLVtYtWqVq4i6r+6K5ySZUEII4Ub2IufOJXu3FjkP69ePai+84Pb8ai++SO3XXwfyz5hytjszpjb960GO9e3Ipn89mGuNf0xMOJmZjRg5MmfG1MiR5cjMbOSq9WQw3Ny571ZDhoRiMCixWu0YjTZGjsy5097IkecwGm1FsoPe7NlGV3F0dzcpmC6EEEII4Z4+LAyVf+6apwAqf3/0YWHFPKPio1QqadWqFWvWrKFy5cpYLBbWrl1boDFsNhu9e/dm7dq1NGzYkBUrVmAwGHL1CwwMJCgoCICzZ8+6Hct5PKKAQT+FwvOHrXm1eeIMNDlrQO3evZuDBw9SoUIFHnnkkQKPVxwkCCWEEHnwtGQPQKFSUefNN6k+eLDrDYHK35/qgwdTZ8QIFCoVkH/GVOqvv3q1ZA8cWUJ6vZLp0yuSeLomh/4IJPF0TaZPr4her3RlEVmtdiZMCHcbrBo/Phyr1U5cXCIGwx5mzMi5096MGRcxGPa4DQhlZtqIj88iM9N9NlZ+oqP1mEyNMZkac/lyAwAuX27gOiYF04UQQggh3FPp9VT1kN1StW9fVDd2lbuX+fn50bx5cwAuX75coHNfeeUVvvnmG2rWrMm6desoXbq0x77OpYK7du3K1WY2m/n777/R6XTUqlWrQHMobM888wxarZbVq1dz9epVVxbU888/76ot5Wt8c1ZCCHGXUKhU1Bkxgo7bt/PIhg103L49RwAK8s+YCuvX77aKnOeVMeUMML3zTs4A0zvv3AwwjRhRLs/6UiNG3CyUbrXaGTMmZ8bUmDHnCpwtpVIpUCodu/xVqfI3AFWq/M348edlKZ4QQgghRD5qDx/u+AD0Rq0flZ8f1QcPpvawYSU8s+Jz4sQJACpUqOD1OW+99RaffvopERERrF+/nrB8ssaioqIA+O6773K1rVq1CqPRSLt27dCXcOCvTJkyREVFYTKZ+Prrr1l2owSIL+6K5yRBKCGEKAQqvR7/iAi3n0B5kzFVukOHPMev3L2763vXrii3ZExl3xUlJibclV3k7hYTE05SkiXP+lJJSY4dAh0BqPNMm5YzoDVt2kXeeut8gQNR48a5Hysm5nyBxhFCCCGE+KdxfgDafssWANpv2ZLrA9C7WUpKCg888AArV67EbM65kY7ZbGby5Mns2bMHg8FAp06dvBpz5syZTJ06lfLly/PLL794tYRu0KBBBAYG8v3337NixQrX8aSkJEaOHAnA8OHDC3BlRce5JC8mJobz589Tv359j0XffYEUJhdCiGLgfMNQMzoaY1KSY01/toCVumxZVH5+ru12s1P5+bnW+FvS00lYtMjtfSQsXEiNwYNR+/ujUinI772It8XLx48/z4wZF92O8c47F1Gr4e23cxdSdMdotDN79iW3bbNmXSImJrxIC6MLIYQQQtwLnO8j78UleNu3b6d79+4EBgbStGlTypcvT0pKCnv27CExMRGVSsWcOXMoX758vmPt2bOHESNGAFC1alXefvttV5vVVe5CxaBBg2jdurWrrWzZsnz55Zc8/fTT9OzZkzZt2hASEsJvv/1GSkoKr732Gu3yqftaXKKioihbtizJycmAb2dBgQShhBCiWDkzpm6V/N13bgNQANaMDE7Mm0etoUM5NGNGnv0OzZhB/dhYr+ai1SoYPDjUbYDplVdC0WodS+P69w9myhT3QShnu7eSkmx5Zl8lJpqJjNR5PZ4QQgghhLh3BAUFsWXLFtasWcPGjRuJj4/nzz//RKVSERERQVRUFEOGDKFBgwZejZeSkoLd7sja37p1K1u3bnXb76GHHsoRhALo0aMHmzZtYvLkyfzvf//DZDJRp04dXn31VQYMGHBnF1qItFotTz/9NHPnzkWpVPL888+X9JTyJEEoIYTwAaG9etFs9GiOfPghJxcvxpqRgcrPjyq9e1Nr6FCUGkdWkqcdUZzya88uLi4xzwwng0FBbGwFrzOmvBEWpiy0sYQQQgghhG9yBn7yEhsbS+wtH54qFApatGhBixYtCmUeDz30kMe5ZGVlAaDTef4AtFWrVqxevdqrvnnZuHFjrvt16t+/P/379/d4rjeP5Zw5c5gzZ85tza24SRBKCCF8gEKlQqXXU3fUKGoNHep2yR5AneHDwWp1W8S82osvOtq9FBMTztixjt3oMjMdWUjh4RrXcjjnhhrvvnsxz+yld9+9SGysd4Uh9XoF0dGhTJuWO/g1ZEioLMUTQgghhBDiHuaTQagLFy6wZs0aNm/ezN69e7l06RKpqakEBQURGhpKo0aNaNOmDR06dCA8XLbzFkLcWzwt2YObRc4VajUJixZhTU9H5e9P1b59qT1sWIGKUmavG6XRqAgMdH9uTEw4o0eXZ8KERD755BJpaTYCApS88kooEyeGo9E4lu1ZrXZs7mNVrnaVSsHkyRVQKBw1oJxjDRkSSlxchRx98xpLdtITQgghxD+N3WrFfuMNku1G0W5btuLdCqXynilQLu5dPhWEWrt2LXPmzOHnn3/GarXmSju7du0aZ86cYdeuXcyfPx+VSkVUVBSDBw+mQz47SwkhxL0ivyLnhc0RrFIwfXpFYmPDc2VMOcXFJTJx4gWP47z2mo6hQw2oVAqmTKnI6NHlCQray7lz9XMFwPIba8KE8l5nXwkhhBBC3AuOzp7N0Y8+ynFsdf36ru9rvvYatYYOLe5pCVEgPhGE2rFjByNGjGDz5s0AtG7dmoceeojmzZtTu3ZtypYtS2BgIKmpqVy9epVDhw6xfft2NmzYwA8//MAPP/xA27Zteffdd2natGkJX40QQhSPvDKmiorBoPRYODz78r5r16yEhOzj8uUGrgDTyZPxWK12zGbHBwxqtcL11XnMmeGUfSyz2Y6//x7S0xu5sq6UsmpPCCGEEP8wNaOjqfHKKx7bFfIGSdwFfCII1bx5c8qXL8+UKVPo1asXlSpVctuvbNmylC1blmrVqtG1a1cAzpw5w+LFi/noo49o3ry5a5tFIYQQxcuxPM7OuHHnmT37EgBVqvxNdHQokydXQKVS8OGHmXz00e4c5/n773F978xwyr5U0EmjUbiCUEIIIYQQ/zQKlUqW24m7nk8EoWbOnMnLL7+M/jaWk1SuXJkxY8YwbNgwPv300yKYnRBCCG+NG3c+R9HxtDQb06ZdRKGAQYMgOlrPu+/W9Xi+fIAnhBBCCCHEvcsn3u6//vrrtxWAyk6v1zNU1r8KIUSJycy0uTKgbjVr1iWMRkdhcmdGk7ubFBsXQgghhBDi3uUTQSghhBB3v8REM2lp7re0S0uzkZSUx3Z3QgghhBBCiHueBKGEEEIUivBwDQEB7l9WAgKUhIXJS44QQgghhBD/ZD5RE8qdS5cu8cknn/D777+TmJhIVlaW234KhYITJ04U8+yEEELcymBQEh0dmqMmlNOQIaHo9e5/j+cnM9Pm+qrRSDFOIYQQQggh7lY+GYTav38/jzzyCFeuXMFut5f0dIQQQnhp8uQKKBSOGlBpaTYCApQMGRJKXFwFTp1KKNBYVmvOnfYqVtyfY6c9IYQQQgghxN3FJ9dGvP766yQnJ9OnTx/27t1LWloaNpvN400IIYRvUKkUTJlSkXPn6gNw7lx9pkypeFtBI+dOe846U86d9mJizhfqnIUQQggh7gZWuw2LzerxZrXL38bC9/lkJtT//vc/GjRowIIFC0p6KkIIIW6DwaDM8bWg8ttpLyYm/LbHFkIIIYS4Gy08uo75x9Z5bB9QowMDa3UqxhkJUXA+GYQKCAigRo0aJT0NIYQQJSS/nfYSE81ERuqKeVZCCCGEECWnX80O9K3RHgCLzUr7NaNZ32kaaqWjZqZCIeUKhO/zyY+RH3nkEfbs2VPS0xBCCFEAVqsds/nmDcjxs9XqfY2//HbaCw/XFMqchRBCCCHuFiqFErVS5boBOX5WKXznz3uFQpFvUCw2NhaFQkFsbGyutpSUFGJiYmjUqBH+/v4YDAYiIiJo27YtY8eOLVC84IcffqBfv37Ur1+fkJAQNBoNYWFhdOvWjdWrV+d57pYtW+jSpQvh4eEEBwfTvHlzFi5c6PV9F7arV6+i1+tRKpWcPn063/4DBw5EoVAwduzYYpidd3znWZrN5MmTSU1NZeTIkVLzSQgh7hJxcYlotbvRanfj778HAH//Pa5js2cbvR7LudOeO0OGhMpSPCGEEEKIe9SpU6do2LAhkydPJj4+npYtW9K9e3fq1KnDgQMHmDJlCnPnzvV6vEWLFvHVV18B8MADD9CjRw8iIyNZu3YtTz75JOPHj3d73sqVK2nbti1r1qzh/vvvp0OHDhw7doz+/fszfPjwQrnWgipTpgxRUVHY7XaWLl2aZ1+j0ciKFSsA6N27d3FMzys+uRyvWrVqbNmyhW7duvHf//6Xhx56iIoVK7qNpCoUCmJiYkpglkIIIbKLiQln7Nhwj+0nT8YXaLy8dtoTQgghhBD3pujoaE6fPk3Xrl1ZvHgxQUFBrjaLxcL69eu5ePGi1+ONHTuWTz/9lODg4BzHN2/eTJcuXZg8eTLPPvssdevWdbVdvXqVAQMGYLVaWb58OVFRUYAjQ6t169a8//77PPbYYzz88MN3eLUF16dPH1asWMHixYsZPXq0x34//vgjqampNG3alDp16hTjDPPmk0Eos9nM22+/zeHDh7Hb7Rw/ftxjXwlCCSGEb1CpFKhUebcXdLwpUyoyenR5goL2cu5cfQID87gDIYQQQghxV8vMzGTNmjUAfPDBBzkCUABqtZrOnTsXaMzGjRu7Pd68eXOeeuop5s+fz8aNG3MEoebNm0dqairdunWje/fuZGVlAVCuXDneeecdunfvzsyZM0skCNWlSxeCg4M5cOAAe/fupWHDhm77LVmyBHAErXyJTwahxo0bx8KFCylXrhy9evUiMjISf3//kp6WEEKIEnCnO+0JIYQQQtxrsqxm11dnfah7wdWrV7FYLACEhrovzVCYVDc+QdVqtTmOr1q1CoCePXvmOicqKgq9Xs8vv/yC0WhEr9fnez8PPfQQv//+OwkJCfzxxx988MEHHDx4kDJlytCrVy8mT56MVqvlxIkTjBs3jl9//ZW0tDQefPBBPvjgAxo0aOAaS6vV8vTTTzNnzhwWL17sNgh15coVVq9ejUql4tlnny3QY1LUfDIItWTJEkJDQ9m7dy9hYWElPR0hhBBCCCGEEKLEWe02Pj/8MytO/gHAk7/E0r1Ka16o3cWnCpPfrpCQEPR6PUajkblz5zJy5Mgiu6/9+/fz3XffodFoaNeuXY62ffv2AdCkSZNc52m1Wu6//3527NjBkSNHPGYiufPhhx8ye/Zs/u///o+OHTvyxx9/MGPGDC5evMi4ceNo2bIlgYGBtGnThmPHjrFhwwYefvhhDh48SLly5Vzj9OnThzlz5rBs2TKmT5+OUpnz3/7bb7/FZDLRuXPnHOf5Ap98ll69epXWrVtLAEoIIYQQQgghhLjh88M/s+TEb2RaTQBkWk0sOfEb847kvcvb3UKr1bqWj40aNYpmzZoxYcIE1qxZQ2pq6h2N/eOPP9K/f3969epFmzZteOCBB8jMzOSzzz6jatWqrn7Xrl0jJSUFgEqVKrkdy3ncmx3qsvviiy9Ys2YNGzduZOXKlezfv59y5crx1Vdf0a1bN/r27cuxY8dYvnw5e/fupW/fvly5coVPPvkkxzgtWrSgevXqnDt3jo0bN+a6n8WLFwO+VZDcySeDUPXq1StQoTEhhBBCCCGEEOJelmU1seLkn27blif8QdaNwJQvUSgUHm8TJ050e84HH3xAnz59UCgU7Nixg0mTJtG5c2eCg4N5+OGHWbdu3W3NZe/evSxcuJClS5fyxx9/oNVqeffdd+nbt2+Ofmlpaa7v/fz83I7lLBeUva83hg0bRuvWrV0/ly9fnl69emG32zGZTDmymhQKBW+88QYAv//+e66xnAEmZ+0np1OnTvHnn38SEBDAE088UaD5FQefDEK98cYbbN++nS1btpT0VIQQQgghhBBCiBKXbLxOpjXLbVumNYtk4/VinlH++vXr5/HmaRmbn58fixYt4tChQ0yePJlOnToRHByM1Wpl48aNdOzYkZkzZxZ4LuPGjcNut5OZmcn+/fvp168fr732Gt26dcNkuhnAs9vt+Y7lTR932rdvn+tYZGQk4KgbpVbnrJhUrVo1ABITE3Od58wYW758OUaj0XV8yZIl2O12unfv7jGIVpJ8siZUixYtiI6OpkuXLgwfPpxHH32UihUrolC431kpIiKimGcohBBCCCGEEEIUn2B9KQwqndtAlEGlI1hfqgRmlbcFCxZ4bIuNjWXv3r0e22vVqsXYsWMBsNlsbN26lTFjxrB582ZGjRpFjx49uO+++wo8J71ez/3338+HH36IWq3m448/ZtasWa6so1Klbj6OGRkZBAYG5hojIyMDgICAgALdd8WKFXMdc2ZV5dXm3J0vu8jISFq2bMmWLVtYtWqVq4i6r+6K5+STmVBVqlThww8/5Nq1a0ycOJE2bdoQGRlJ1apVc92cUcO7za+//opKpaJKlSolPRUhhBBCCCGEED5Op9LSvUort209qrZGp9K6bbsXKJVKWrVqxZo1a6hcuTIWi4W1a9fe8bjPPfccAN9//73rWGBgIEFBQQCcPXvW7XnO4wVNiPGUWJNfmyfOQJOzBtTu3bs5ePAgFSpU4JFHHinweMXBJzOh2rZte1v/AHeL8+fP069fPzp06MChQ4dKejpCCCGEEEIIIe4CL9TugkKhYHnCZjKtJgwqLT2qtmFQrc4lPbVi4efnR/PmzTlz5gyXL1++4/GCg4MBuHTpUo7jDRs2ZNOmTezatYu6devmaDObzfz999/odDpq1ap1x3O4E8888wxDhw5l9erVXL161ZUF9fzzz+faMc9X+GQQyl1196K2c+dO1q9fz/bt29m2bRvnz59Hp9PlWFvpjtFoZOrUqSxbtozTp09TtmxZOnXqxKRJk9xW0rdarTz33HMMHTqU9PR0CUIJIYQQQgghhPCKSqHkpdpR9K7Wjk5r32Llo7H4a/QlPa1ideLECQAqVKhwx2Nt3rwZuFl7ySkqKopNmzbx3Xff5dphbtWqVRiNRrp06YJeX7KPfZkyZYiKimLlypV8/fXXLFu2DPDNXfGcfDM0VgLi4uIYM2YMK1eu5Pz5816dYzQaadeuHZMmTSItLY1u3bpRuXJl5s+fT5MmTVz/ObJ766238Pf3Z8SIEYV9CUIIIYQQQggh/gF0Kk2Or/eKlJQUHnjgAVauXInZbM7RZjabmTx5Mnv27MFgMNCpU6d8x0tKSuK9994jJSUlV9svv/ziqjk1YMCAHG2DBg0iMDCQ77//nhUrVuQYb+TIkQAMHz68oJdXJJxL8mJiYjh//jz169f3WPTdF/hkJlRJaNGiBQ0bNqRZs2Y0a9aM8uXL53vOlClT2LJlCy1atGDdunWuomQzZ87kjTfeYODAgTm2Uvzpp59YsmQJu3fvvqeXGwohhBBCCCGEELdj+/btdO/encDAQJo2bUr58uVJSUlhz549JCYmolKpmDNnjld/s2dkZDBixAhiYmL4v//7PypVqkR6ejpHjx7l8OHDAAwbNowePXrkOK9s2bJ8+eWXPP300/Ts2ZM2bdoQEhLCb7/9RkpKCq+99hrt2rUrkusvqKioKMqWLUtycjLg21lQ4ONBqI0bN7Jp0yYSExPdVoMHR/GuL7744o7va9SoUQXqbzabmTVrFgAff/xxjqr4w4cPZ+HChWzatImdO3fStGlTzp49y4ABA/jmm28IDQ294/kKIYQQQgghhBD3kqCgILZs2cKaNWvYuHEj8fHx/Pnnn6hUKiIiIoiKimLIkCE0aNDAq/HCwsJ455132LhxIwcOHGDHjh3YbDbCw8N56qmnGDRoEB06dHB7bo8ePdi0aROTJ0/mf//7HyaTiTp16vDqq6/mypwqSVqtlqeffpq5c+eiVCp5/vnnS3pKefLJIFRqairdunVj8+bN2O32PPsWVhCqoP744w9SUlKoVq0ajRs3ztXes2dP9u3bx48//kjTpk3ZsWMHly5d4tFHH3X1sdls2O121Go1n332GQMHDizOSxBCCCGEEEIIIQpdfn/HA8TGxhIbG5vjmEKhoEWLFrRo0aJQ5uHn58ebb77Jm2++mavNU6JLdq1atWL16tWuvjqd7rbmkb3u9a33279/f/r37+/xXG8eyzlz5jBnzpzbmltx88kg1KhRo9i0aRPVq1dn8ODB1KxZM0emkS/Yu3cvAE2aNHHb7jzu7NeuXTv279+fo88nn3zC999/z9q1a6lYsWIRzlYIIYQQQgghhBCiZPlkEOr777+nXLly/O9//6Ns2bIlPR23Tp8+DeB2B7zsx539SpUqxf3335+jT1hYGBqNJtfxvNSrV8/t8RMnThAREUF8fHyO4851od4qiv6F1ede4CvXWdTzKKzx72Sc2zm3IOd421ee/zfd7nWazY5Pf+Lj49Fo7qye3t3y3L/TseT571t85Rrl+V845xTW899XnhdFzVeuU57/hXOOvPfPzW63k5WVhUajISsrC6Xy5t5fFoulUO/Lare5smIsNisA6ZkZqJUqwJFFpFLk3nussOdRVOPf6TgFPb8g/b3t602/ov73uB02mw2bzYbZbCYhISHPGtZmsxmN5vYL4vtkECo1NZXOnTv7bAAKIC0tDXCk97nj7++fo58Q4t5js9uw2B1vAEw2C6mWDILUfmiVjl+tSmQDAiGEEEIIUTgWx//GV/G/5jjWdcME1/d9ItvRr9qjt54mhE/xySBUjRo1uHTpUklPI0/OCLSnCOHtroHNz4EDB9wed2ZIRUZGum33dNyTouhfWH3uBb5ynUU9j8Ia/07GuZ1zvT1nZdI2/nvoPx7bB9TowEPBNb0e01eeF0WtoNfpyITaTWRk5B1nQt3uHEpyfF99/hekrzz/HXzlGuX5XzjnFNbz31eeF0XNV65Tnv+Fc46897/JZrNx5MgRwFEvKHsmlNPt1hG61b/rdGZg7U4e2z1lQhX2PIp6/Dsdp6DnF6S/t3296VfU/x4FYbPZUCqV6HQ6qlat6vZ57HQnWVAAnkcuQUOGDGH79u25aij5klKlSgGQnp7utj0jIwPA52pZCSEKT7fQZjwf+bDbtuerPUK/mo6dNmx2Gxab1ePNZrcV57SFEEIIIcRdSKVQolaqPN7yCkAJ4St8MhNq0KBBHDt2jM6dOzN58mTat2/vc4W7IyIiADh79qzbdudxZz8hxL3HYrex8tQWt20rT/7JwBtBqO8v/cV/D33icZwnQprxZNgDRTJHIYQQQgghhPAVPhGEUqlUbo/b7Xb+/e9/53muQqEokcJeDRs2BGDXrl1u253HGzRoUGxzEkIUrxRLOplW91u7ZlqzSDZeBxwZU9HNevLlkTWsPPUnmVYTBpWWJ+9rxcBanThz8lRxTlsIIYQQQgghSoRPBKEqV66cZ/V1X9SqVSuCgoI4ceIEu3fvpnHjxjnav/vuOwC6du1aEtMTQhSD0mp/DCqd20CUQaUjWF+Kc6SiVCiZf3QtS+M3uNozrSaWxm9AqVTSXlvHtWQPIMtqJjnrGsG6QHQqx5rr/Nb4CyGEEEKI4pf971hnXR0h7jZWq9X1fVHHZnwiCHXy5MmSnkKBabVaoqOjefvtt4mOjmbdunWuHfFmzpzJvn37aN26Nc2aNSvhmQohiopWqaZ7lVYsOfFbrrYeVVujU2kBx855K07+6XaM5Ql/8K8aNfjp8s48l+wNqNGBgbU8F6IUQgghhBDFT6FQoNVqMZlMpKenExQUVNJTEqLArl27BjiKpf8jglC+4KeffiIuLi7HMZPJxIMPPuj6OSYmhqioKNfP48aN45dffmHLli3UqFGDNm3acOrUKbZt20ZwcDDz588vtvkLIUrGC7W7oFAoWJ6w2bXMrkfVNgyq1dnVJ79leymWdLqFNsMvMCBHtpRT9iLnVrvNtfvmvZwxZbXasd2o1+7YHe/mVwClElSquyuDVgghhBD3plKlSpGcnMzFixcB8Pf3R6lUYrvxZsb5taQU9TwKa/w7Haeg5xekv7d9vennK88Lu91OVlYW169f58qVKwCUKVOmyO/Xp4NQVquVK1euoFAoKFOmjMfaUYXh0qVLbNu2Lccxu92e49ilS5dytOv1ejZs2MDUqVNZunQp//3vfylTpgz9+vUjLi6OypUrF9l8hRAlz3YjIPTvmp14tupDdF0fw7ePxOCv0WO327HieGHJb9leabW/V0XOVSotC4+uY/6xdR7ndK9kTMXFJTJx4oUcx/z997i+nzChPLGxFYp5VkIIIYQQuQUHB5Oeno7RaOT8+fOu484gQ0kv0SvqeRTW+Hc6TkHPL0h/b/t6089Xnhe3Kl26dLFk8vlcEOrMmTN8/PHHrF69moMHD7r+gRQKBfXq1aNz58688sorhb7rXP/+/enfv3+BzzMYDEyaNIlJkyYV6nyEEL7P3a53XdfHuL4fUKMDD2lq5rtsT6tUk2RKzbfIeQX/YPrV7ECW1VygjKmM9OskJp4kPLwKfv6lAN/PmIqJCWfs2HCP7T72mi2EEEKIfzCVSkVERATJyclcv34dk8kEgNlsBhxLnEpSUc+jsMa/03G8Pf+yMZXLxmse20P0gYTog7BjhxuJ+Caz499Up802tgIU5MzM92YOvvK8AMdz19/fn1KlSlGqVKliqdXtU0Go2bNnM2rUKIxGo+uPJye73c7+/fv5+++/+fDDD5k+fTqvvfZaCc1UCCEcu94Nbf60x3aFQsGphJPY7DYG1OyIHVh58o+bu+NVaU3/Gh04c/KUV0XOASw2i1cZUwuOrGXB0XVUPpHMhYjSmHVqNPstlD+dwplqwfSv2YF/1+7sdhxfoFIpKMLkVyGEEEKIQqVSqQgLCyMsLAy73Y7dbichIQGAqlWrlujcinoehTX+nY7j7fnVb3xYm3AyAYvdypAjX7KqQxxqpePNp/PD2oVH1/HViV89jtOnejvXB8AFmYOvPC8UCkWJbBDnM0Go6dOn89ZbbwHw1FNP8fzzz9O0aVNCQ0Ox2+1cunSJnTt3smTJEpYvX86wYcNIT09nzJgxJTxzIcQ/lVKhdL1Y5cVdxlSm1cTSE7+x9MRvPBHSjCfDHvCqyHmy8bpXGVMt1x7hYPwxtrev6Wo369ScqRHCA+uP0jLhPqy1Ot7V2VJCCCGEEL7I+ce98w/8kl52VdTzKKzx73QcO3ZsN26exlcplChxjK9RqlHYFZixolVrcr2v71urA31qtgfgaPwxXjr8Ges7TcsRrFLe8l7Zm2vwledFSfGJINSBAwcYN24cZcqUYeXKlbRp0yZXn0qVKlGpUiW6devGpk2beOKJJxg/fjyPPfYY999/fwnMWgghvJNfxtTJhIR8s6WsdhsqhZJgfSmvMqYiBvRnz/p4t/e3u20kEe373/XZUkIIIYQQQjh9f+kv/nv5Lzjkvr2gtVNVCiXO1XZqhSPwpFaqvPoQWnjmE0Gojz76CJvNxuLFi90GoG7Vtm1blixZQlRUFLNnz2bu3LnFMEshhLg9+WVMKRVKViZtyzNbyvmiqVNpvcqYSrx4BpPO/a94k05N4sUzXmVLUbvzXV9fSgghhBBC3Pu6hTbjsdD/I7JqJBablfZrRufKXBIlzyeCUL/99hu1a9emUyfvo5KdO3emTp06/PLLL0U4MyGEKB7e1JcCR8FxbzKmwstVRrvP4jYQpc2yEF6uMniRLQXcVsaU1WjEmJSEPiwMlV5/ew+KEEIIIYQQXlIqHAvtsn/4K5lLvscnPro+f/489evXL/B59evXJzExsQhmJIQQxcuZLeXp5sw0Wnh0HY+uHsXSE7+RaXXs0uHMmHp09SgWHl0HwNn5C2m8yX2AqcmmeM7OX+hVthRAy7VHaP7rMc7UCMF8o78rY+rXY7RcewQAi8VMVkY6f0+dyqoWD7CiZxSrWjzA31OnkpWRjtViLrwHTAghhBBCCHHX8YlMKK1WS1aW+0K7ecnKykKj0RTBjIQQwjf1q9mBvjXae2x3ZkxVe/UVJmUNZOY309kQeA2TTo02y8LD1wIZPmUZWp2erIz0/LOl8K6+FMDMpVNI+XMrJr2aXWP/hVmvRmO00GTzn2iG/Y6haSN6P/qi61zJlhJCCCGEEOKfxScyoapWrcrWrVux2Wxen2Oz2di6dSuRkZFFODMhhPAtKi8zphad+JWOGyawNjQDq0JBqSuOr2tDM+i4YQKLTvzqVbYUeFdfCmBo9+FYShnY1r4mZv2NjCm9mm3ta2INMPBMi+ex5pMtZZFsKSGEEEIIIe5ZPpEJFRUVxZQpU3jvvfd48803vTrn3Xff5dKlS7z44ov5dxZCiH8YbzKm7NXa5ZstBXhXXwpIv3yJHQ9Wdnt/O1pUpndqCv89+DPGnXs8ZkuVadWCkX0n5DhXMqaEEEIIIYS4N/hEJtTrr79OYGAgY8aMYerUqVitVo99rVYrU6ZMYcyYMQQFBTF06NBinKkQQtwdvMmY8iZbCryrLwWQHqh3ZUDdyqxXkxao45kWz+eZLTW0+3Ag//pSkjElhBBCCCHE3ccnMqGCg4P59ttv6dq1K+PGjWPOnDk89dRTNG3alLCwMOx2O0lJSezcuZPvvvuOc+fOoVar+frrrwkODi7p6QshxF2pMOtLAYQGlEVnVZClsucaS2dVUEYXSNalvLOl0i9fQhdQKt/6Us6MKZPFitXquL/k5FSOHIqnVp1IgoODAFCpFGjVsiOKEEIIIYQQvsAnglAAjz76KJs3b6Zfv34cPnyYDz74IFcfu93xh0atWrVYsGABDzzwQDHPUggh7h0qhRIU+fdbdOJX5h9bB6GgMjkypjICdKwNzWDthgkMqNGBgbU6cWrOpzSKP8K29jVzjdH4tyOk7v4Ptu6dMad4zpZKD9RTFkd9qZh9fdn2UNUc7dva16TFhgRXxtSgL5aTEPY/wv7K4GoTrSNYtcVCmV0mkpr5UTXpQRa99DRWqx2bDcxmx+uI86uTUukIWAkhhBBCCCGKjs8EoQCaNWvGwYMHWb16NT///DN79uwhOTkZu91OSEgIDRs2pHPnznTp0sX1Cb0QQoiiVZCMqTjLC8w/vp7/nt5Kps2EQanliYgWDJg+mbOnz2Cx2/LMlgoNKAvkX1/KmTE1KuMc03+5QkLnsq52s15NUks1kT9fYWSNcwBMmniaKVMSAdBqMwkJ2cHly2GYTAYA3nornImT7ruNR0cIIYQQQgjhLZ8KQjl17tyZzp07l/Q0hBBCcBsZU9lk2kwsO/k7y07+zhMhzWix5jANU46w/dHc2VINfztCwsm51Bn6OmkBmrzrSwVoKAuU69WPs5ti3fY780gg5dr2A8Cv2nwe/PZajoypasabGVN+1wKxWifg3KTVajSSdSkJXejNYuiSLSWEEEIIIcSd8ckglBBCiLtPfhlTJxMS+G9HO9uTrzsO2O2gULi+bm9fk7rVa1EHSF36HZoKFreBKI3RQurS7+C1YRw6nJBnsOrQ4QTahJXljV5jOfH2WA619MvRntRSTd2dGt4YO5ZJE08zbco5niv9DR3K/oq1NKhSYN2VdixLeZrRb1WUbCkhblNmpo3ERDPh4RoMBp/YF0cIIYTAZLMAkGU1o1Z6riPqbT+RP58IQl25coWyZcvm37GYxhFCCFFw+WVMKRVKnghrzusPPAM4XsSTs64RrAtEp9IAN5f21Xklmh6HVvH1qc25xulZ6xHqPBHl6Fe7KppNnoNVdZo7akqlpmRwvJ4Rdy97x+plkpqSgV+1+Qwf8D/MfmrmtXk4WzH04wzPjMOv2gNALFlZJixmxy6uaVczOH/4AhVqlyegjB8ZGUbUKvkDWwgnq9XOuHHnmT37EmlpNgIClERHhzJ5cgXJLBRCCFFirHYb31zcwi9X9wPw5C+xdK/Smhdqd3G8p83W7/PDP/NdwuY8+wnv+cSjVrVqVcaOHUtycvJtnX/p0iVGjx5NlSpVCndiQgghCpVSoUStVKFWqvDX6IkICMNfo3cdc76YLzrx680A1I1NKZxfl53axKITvwKQvOwrKm+45va+Kv92jeRlXwFw8ODxPDOmDh48zus93iArQM+29jVdfZ3F0E1+Ol7v8QYAw6bH0mn9WEZ1eIlf2z3E32Of5dd2DzGqw0sMPjaPmcu+BBx/fJvNnm/OXf2EuJeNG3eeadMukpbmWOualmZj2rSLxMScL+GZCSGEuJdlWc05vt7q88M/81PyLrJsjvZMq4klJ35j3pHVufotOfFbvv2E93wiE6p79+5Mnz6d9957jy5dutCrVy/+9a9/ERIS4vGcCxcusGHDBpYuXcq6deuwWq3069evGGcthBCiqGRf2pdXxlS1V19hdkYmI95/m2P1Ml3ZSzUOGHh32kcY/ByFx73JmEo+e5E9rSLczmd36wiSz16kQu1SvD8qls+emMipZlduyZiKp9vsMLrOHgi4K4aeJMXQxT9KZqaN2bMvuW2bNesSMTHhsjRPCCFEobLZbcw9tIoVJ/8A3GcuZVlNrDj5p9vzlyf8Qf8a7dGptF73EwXjE0Go+fPnM3z4cMaNG8cPP/zA999/D0BERAS1atWiTJkylCpVimvXrnHlyhUOHz7MuXOOHY+USiWPPfYYcXFx1KtXryQvQwghRCHJvrTPmTXlzoLjv7Lw+DpoCqSp0R63Yyqv5mBTM102xdKvegcG1e7kyJg6eo34zrmXbFf+7RrJ574i+eFueWZLnTSpqQCYMyycqHGAne1r5mjf1r4mTe3HsRgdGR/eFEM3WWJcGVGOYuiX0IWGotLryTRZUCtluZK4eyUmml0ZULdKS3PUiIqM1BXzrIQQQtzLvkv6Hz8l73L97MxcUigUvFTbUc4h2XidTGuW2/MzrVkkG69TwT/Y636iYHwiCAVQv359vv/+e86ePcsXX3zBqlWr2Lt3L6dOncrVV61W83//939ERUUxcOBAKlWqVAIzFkIIUdLOfH0/f072nDX7yLjyEHszY+r1dyeS0MDsNmMqLN2M4ijY3cS7FEaoc18YAPEHTrOvrfuMqX1tIzh3/CL3N67rVTH0gV8s52T4Vtr8dIj6W05hNqjRZFrY3/I+NkfVoVxCI76tWeOOHiMhSkp4uIaAAKXbQFRAgJLwcE0JzEoIIcS9ymSz8OuNGk+3yp65FKwvhUGlcxtgMqh0BOtLAXjdTxSMzwShnCpVqsSECROYMGEC6enpHDx4kKSkJFJTUwkKCiIsLIx69erh5+eX/2BCCCHuaeNjKjJubEWP7cobK31cGVPN8Zgx1WbtEfwOqkl/zJJrHL91KpLOfU6ZoUMxVAvAnOI5Y0pbzrHczpti6KMyznFk+A9siarDZxPa51ja9/rwHwh73vHmJnsx9OTkVI4cSaBWraoEBwcBoNao0OkkHVz4FoPBUYR82rSLudqGDAmVpXhCCCEKVYolHaPNfQ2o7JlLOpWW7lVaseTEb7n69aja2rXEztt+omB8LgiVnb+/P82aNSvpaQghhPBRKpUClRe75HqTMVVlzCMsyzTx8pIfOBO2B5XBgjVTTeWkRsx953H8DI43GpWDQ1CbwOLmfYfaBOUDHYEhb4qht3jxRb48/Tvb20XmaNvWviZ2hZqXn34acBRD31/fmGNpn+avm0v76u/X88n4KZgsVqxWO5kmRyAtMytnQE2lUqBVy7bCovhMnlwBhcJRA8q5O96QIaHExVUo6akJIYS4x5RW+6NXatwGom7NXHqhdhdSU1JZf3UfWTYzBpWWHlXbMKhW5xznvVC7CwqFgm/jN+XZT3jPp4NQQgghRGFwZkzFx8cDEBkZmaNdqYQBX3xHQoWtcB+QpSTrkh/qQCPn79vB43/soOr5Fix68SlOzfmUJvHH2N4+9zK5JhuPkrrvPxAbS9261dFs9FwMve6D1Uk6k8juPIqhp1xMhvvh/VGxDJk2zu3Svjo7Nbw/OhaAQV8sJ6Hi/xwd0kC7xo6pvAICHIeqnnuQRS89XcBHT4jbp1IpmDKlIjEx4SQmmgkP10gGlBBCiCKhVappV6Z+jppQTrdmLqkUSp4q14KokCYMPvI5Kx+NdVuDVKVQ8lLtKFqpIvPsJ7wnQSghhBD3PGfGlEbjKPTt/JrdvIHdsVqfzHMMgCovD2aCaRCLEn7h+7NbMNrM6JUaulVqSdsXBqJVO15ay5YJoMZBAweb5P40rsYBA2WfDGDr+at5ZkudtmhoBqRdz/S4tO94vUzSrmei02kZlXGOg6//wI8dW3P24UBM1R3L+yqtvsZja/+g7quVcyztsxqNmC5fQhsSSkaGEXAs/ZOlfaKwGQxKKUIuhBCiyPUMe5AyZcqwPGEzmVZTvplLWqXjvZVzB2ZPvO0n8idBKCGEEAIcy9S8eFV8YeH3joypbIw2M/85/Tv/4XfKn2jMt3Vqc3j2LB5dtBzjhdaceSTQVe+p8m/XeHTdHxwuHU7dfw/Osxh6tSqOHVe8WdrXpm1T6r72Gh9dv0BCtsCXWa8moXNZfgnrQc/XXuPVt2P4u1Gmx2Lo968w8Mn4Kd4/cEIIIYQQPkJ5I3Opd7V2dFr7lmQu+SAJQgkhhBAFkFfGVHxCPOqajoypP9vXZGG1xx0NabiKocd3KctHXR6nX2RN/m1QUyGpKeciduYaK/jM/ZRq6Fi25M3SPoArV9M4VjcTT8XQr1xN4/1RsRyYMYOlenWuYugTN2toOTkWyLsYekaGEbVKllQJIYQQwjc5M5Ykc8n3SBBKCCGEKIC8MqYM2psNZ75pwJ+TwzyO88i48hwuM4sesz9m3sPdud7ehspgxZqpotR6Jc9vmMrF1FNUi51IcEiQ56V9B/0I7ul9MfSWzeuxJPkvtrevmaNtW/ua2H85Slu7Dci/GHqd3Wo+m/QOVqsdm839NZrNdtcOhUIIIYQQQshbQyGEEKIIjI+pSFZmU4+38TEV+bN9TT56/zEyHjeD0k7WJT9Q2sl43MxH7z/GnzcCRXarlQ+Gj6fuTg0ao2PHO43RQt2dGj4YHoPd6shYqlu3uqv9Vhqjhbp1q3Px5Nk8i6FfPHkWcBRDr7NPTVJLP1dgy1EM3Y+auxQMf24gAJMmnsbPsA0/wzZKB22kerVvKB20ET/DNu6vd4lZs64X3oMqhBBCCCHuapIJJYQQQhQBZzH0vOSXLdX4VR20goMffcSxTz6mM9BKrWPhSx3o9+mvBFqyWLt4OTVeeZV6w4YVSjH0kyY1Fci7GHpCQzMZmSYA/KrN58Fvr+XImKpmvJkxFZykxWK6H6vFkS5lNRrJunQJXWgoKr0eU6YZpSp3oXghhBBCCHHvkSCUEEIIUULGx1Rk3NiKbtvi4+NdS9mm+1Uk4f3Hc7R/PqOj6/uq5yqyCAqlGHrdyHAg/6V98fHnaNKkAW/0GsuJt8dyqKVfjvaklmpqblfwfO8BfP7sVML3LUBhB4tGSUagHr9rRtRmG3YFnKzxDDVXSzF0IYQQQoh7nQShhBBCiBKSV7aURnMzO2jev3tgtXbPcxwonGLoQQbHW4P8iqFHRjqCZ6kpGZ4zphqYuZ6WhWZyU7a9/ydmPzW72kTmKIauybRStl89ACwmiytjKiP9OhcunqJ8ufvw8y/luE61ErVW3roIIYQQQtytfOKd3MCBAwt9zCeeeILHH388/45CCCGEj8urGHp23hRDPxj0ET0++cRjMfSDpFJv2LA8i6FH7tNSukkA4F3GVN+ohxgd8Bl/tYvM0batfU2a/xJPtzKNAPj82amU27+AP7vUYbczWHXYQuPN8bT6+RAX6/dn8IqY/B8IIYQQQgjhk3wiCLVgwYJCH7NKlSoShBJCCPGP4lzeFx8fD0BkZGSOdqUSBsyrSML7jwFmyFKSdckPdaDRUQz98cdcS/ucxdBff28Sx+plurKXahww8PpTfXIWQ88nY+ryqfPsyaMYemriZagLmslN+XbNMc7WDHG1m/VqtrevSeJ9ZXmkU1MAsrJMWMyO+09OTuXIkQRq1apKcLBjl0C1RoVOp72jx1IIIYQQQhQ+nwhCJSQkFPqYpUuXLvQxhRBCCF/mXN7nXMqXfUmfk6elffEJjsBVjU7VgLyLoR9ZvJyQ556n2qRJeRZDr7pPQ1BDAycz1XlmS522aGgGPBPRiqURa9z2uxBRmmciWgEwbHos++sbcxRD1/x1sxh6/f16PhkvNabuZVajEWNSEvqwMFR6NwXOhBBCCOGTfCIIdd9995X0FIQQQoh/BE9L+ww3ai1p1Y4iVfkVQy9/ohqtgaOzZ9Nxofti6FFr/+CSshR1R4zJsxh6tSrBAJw+eTLvYNXJk9S7vyHvj4plyLRxbouh19mp4f3RsZItdY+yW60cnjmThK++wpqejsrfn6p9+lB7+HAU+W1HKYQQQogS5xNBKCGEEEL4lryKoccnxKOu6ciyqvLyYCr9+0U6AucTk3n5p/eYGzWSCp2CSXglAbVKSVA+xdBLNXRsA6hQVERj9Ly0T6FwFENPu57psRj68XqZpF3PJOaT6ZItdQ86PHMmx+fOdf1sTU93/KxQUGfEiBKcmRBCCCG8cVcHoY4ePcqFCxdo27ZtSU9FCCGEuKfkVQzdkG2HuhcWfk9Cha03G6srGHhkJhxx/Fj+RGMmrVtDj9kfeyyGfjH1FNViJ1I1siylPlZzpUvu+yz1q4aqUWWB/IuhHzx43KtsKZD6UncTq9FIwldfAWDWKEkP1ON/zYjGbCNh0SJqRkfL0jwhhBDCx/lEEEqpVFKpUiWWLl1K69atvT5v6tSpLFq0COuN4qhCCCGEKF7zBnbHan3SbZszY2qz5RgLq3kuhv54mZq0BDQaKzX9XuHQD5+Q0cHiWtrnt05NraDBaDRWQJlvMfS6D1b3KltKp9NKfam7iDEpCXNGOpu71mGXc/dEo4Umm+Np89MhjElJ+Ee4L4AvhBBCCN/gE0EogLNnz/LII48wYcIExo4dW9LTEUIIIYQXvMmYOrO0AX9ODvM4RuNXddAK3lvyNlvbXOfUkkYk/zuCsqWSuXI9mOCOp0mJmsN7S0oxql8swSFBHouh1zjoR3DPIDZv2plvtlSbtk0lY+ouog8L488nGrDtoaquY2a9mm3ta6LUaOga5vk5JoQQQgjf4DNBqMqVK3PhwgXGjx/Pxo0bWbx4MeXKlSvpaQkhhBDiDo2Pqci4sRXdtsXHx6N0lIQi48QAtk1JBMBuhwtpjnMurKjJhRU1afdWOAAWi5l3Xx/LiPff5li9TFdGTI0DBt4d9hYWi9mrbCnwrr5UQTKmLCYLVosNcASrDh9OwM9fRemgALIyTKjUStRan3n7dVexaJTsahMJ2HO17WoTiUWjREqTCyGEEL7NZ94FtWvXjpdffplnnnmGX3/9lcaNG7No0SIeffTRkp6aEEIIIe6ASqXA08ZlGo3C9f34CRGMi/G8nMoZrHpvydusCr4GTYE0Ndrjdkzl1RxsaqbLpli6JgfyRq+xVD+g51BTS65xahwwEPSEI/PJm/pSBcmY+vzZqYTsW8iPHVtz9uEbuwWmWqi05BqPrf2Dyw36MXhFjOcHS3iUbLxOlip3AAogS2Un2XidCv7BxTwrIYQQQhSEzwShAJo3b86ePXsYOHAgK1eupFOnTowePZpJkyahdL7zFEIIIcQ9Ka9gVXYZJwbwv38nemx/5K1wZi6dwqEGFkK3ZJDizFwyWii9y8TBZn7MXDqFkX0nFHrGlGZyU75efI6kW4JVCZ3LsizoUbr0buo2W6p27ZtL+0oyW8pqtWOzeW5XKh3/TiUhWF8Kg0pHpjUrV5tBpSNYX6oEZiWEEEKIgvCpIBRAUFAQy5cvZ9asWYwcOZKpU6eyadMmli1bRsWK7lP5hRBCCPHP4U3GlMUyhlfNVmgPSRdTeOjhTWzc0JawTqUBRw0ngKDSfoWaMfV4aAuWNlnjtl9KEy2Ph7Zwny21zUKlDTmzpax2G3a7+8wfAIVCgUpRuB/SxcUlMnHiBY/tEyaUJza2gldjFfb8dSot3au0YsmJ33K19ajaGp1KanIJIYQQvs7nglBOQ4YMoXXr1jzzzDP88ccfNGrUiPnz59O1a9eSnpoQQgghSpA3GVNxcZdvCabUILJ6IuDIoHIGU95b8naeGVPvLXmbUf1ivc6YOnIoPs9g1ZFD8V5lSwHMP7SGhfG/ODqkgfaCHVN5BQQ4DvWLfJRBdbvk/4AVQExMOGPHOmpvXbtmJSRkH5cvNyAw0PGAFyQxfeHRdcw/ts5j+4AaHRhYq1OB5vdC7S4oFAqWJ/xBpjULg0pHj6qtGVSrc4HGEUIIIUTJ8NkgFEDjxo3ZtWsXL774Il9//TXdunVj6NChvPPOO6jVPj11IYQQQpSg7MEUd7IXQ//fjWLoWm0mISFJXL4chslkABxL+8D7jClvglW17JH5ZksBmMft5LV9P7gypkzVHQGySqudGVNlYEXhBqEcS+3sjBt3ntmzLwFQpcrfREeHMnlyhQItxetXswN9a7QHwGKz0n7NaNZ3moZa6QhoKRQFX9anUih5qXYU/Wu0J9l4nWB9KcmAEkIIIe4iPl9oKSAggKVLl/Lpp5+i1+v58MMPadWqFQkJCSU9NSGEEEL4KJVKgUbj+eYMpoyfEEFG5gNkZD5ASupDHD/xNCmpD7mOjZ/gWPaXPWNKY3QEojRGx88HG5h5b8nbAASHBFHjoMHtnGoc9CM4JMirbCmAF74ew/o+PUjoXNbV35kxtb5PD174egwAWVkm0tMySU/L5PSpC6xft5XTpy64jmVlmQr02I0bd55p0y6SluYoDpWWZmPatIvExJwv0DgqhRK1UuW6ATl+vpOlhDqVlgr+wRKAEkIIIe4yd0060QsvvEDLli15+umn+euvv2jcuLHUiBJCCCHEHSlQMXQvMqayskxMffUtRs+ewvF6ma7lfVX3apj6+hiyskxeL+1LvZbO8XqZeCqGnnotneCQIIZNj2V/fSNhf2Vw1bmk8C8LZXaZSGrmR/39emaNfRuz2VGf6do1K4mJZsLDNRgMjkCQs+B4ZqbNlQF1q1mzLhETE+46pyCyrGbXV2dASgghhBD/PD6fCZVdvXr12LFjB/369ePatWscPny4pKckhBBCiH8AbzOmhk2PpdvWiRxqasZsUaM9bsdsUXP0ATvdtk5k2PRYr7KlwLti6ADvj4qlzj41SS39cmRMJbX0o84+De+PimXSxNPUq3uJOnWuEBa2lXbtfiIsbCs63Q4M+m1MmngagMREsysD6lZpaTYSE80FetysdhtzD63iyV9iAXjyl1jmHlqF1Z7HFnxCCCGEuGf5RCZUREQEISEhXvU1GAzMnz+fdu3aMXjwYDIyMop4dkIIIYT4p/M2Y+r9UbFYzNYcxxJOOkoIVK1SFXV7lcdsqeoHDEyNdmRL6XRa6tSuimaT54ypOs2rApB2PZPj9Yx4yphKu56JX7X5VOh+Hw3L7ie9vWPMmkYL/uvV7L1aH79qa4BYwsM1BAQo3QaiAgKUhIdr8n8QbrBbrXx++CeWJGx0Hcu0mhy729nsvFS7CwpvHlQhhBBC3DN8IhPq5MmTvPPOOwU6p3fv3pw5c4b4+PgimpUQQgghRMHodFr8Aww5bn5+evz89PgHGNDptB6zpQ41NbuypQAuLVlE5Q3X3N5P5d+ucWnJIsC7jKlXuo+hUch+Uh4jR7ZUymPQOPhvXunuqC9lMCiJjg51O9aQIaGupXhWuw2LzZrzZr9xs1mx2m38/fFHfHPoF7djfXNoPX9//JF3D6oQQggh7hk+kQl1u0qXLk3p0qVLehpCCCGEEF5zly2Vnbq9IzvoP1d7sHRuczqavyOjg8WVMeW3Ts3SL16k6tjKxOLdjnxnTl8nrZ0Fd2/9rrczc+b0derW0wEweXIFFApHDai0NBsBAUqGDAklLq6C65yFR9cx/9g69xdwCAbU6EDHAb0w/z7NbRezXk3ZAb08PgZCCCGEuDfd1UEoIYQQQoi7jU6nRafLv99b4yswamw40JykS1cY+N1Uvuw5jrDHysIsXDv8BZX2o/oBPYeaWnKNUeOAgaAn/DifeCDPbCmr7SzgKI2gUimYMqUio0eXJyhoL+fO1ScwMOeyuX41O9C3RnsALDYr7deM5tPaL6JWqIisGolCocBis2BQ6ci0ZuW6T4NKR4hf6fwfhBJgtdqx5VGyymq1ux57IYQQQhSMTwShFi1aVOhjNmrUiAYNGhT6uEIIIYQQxWHxifU5s42qK+i952Zm0YAaHRhYqxPvLXmbQw0shG7JIMW5O57RQuldJg428+O9JW+TfrwXmoaes6W+/caf+vVzHncuvXO3G55KoYRb4jBqhcpxu7H7nUqlpXuVVo4aULfoUbU1OpXW24eiWMXFJTJx4gWP7a+9pmPoUPeF5YUQQgiRN58IQvXv3x+FonA+UbLb7SgUCiZMmCBBKCGEEELctbJnG7njfO+UcWIA/5uSCIBWm0lISBKXL4dhMjkCJY+8Fc74mIrEztPye0TuFJ+HUwMZE+Mocm4xWbBaHH3MZjsqLGRlmLBpHPelUitRa71/+/hC7S4oFAqWJ2wm02rCoNLSo2obBtXq7Opjt1qx35J6ZLc4srpsZjMKpbJYC5jHxIQzdmw44HgM/P33kJ7eCM2Nx+DkSalHKoQQQtwunwhCzZ8/v9DHbNSoUaGPKYQQQghRXNxlG7kzfkIE42IiPLYrlXB09oc0mb0SY5c67GoT6cqWarI5nno/H+JYWgh1hr7OF89Mo8K+m+/LVkbChiY3xzrfYAAvrRzn9TUobXba/niQ8ktXc01jI9CspObzwShrdIIbcaWjs2dz9CP3RcoPAjVfe41aQ4d6fZ93yt1OiBqNwhWEkqV4QgghCir7By7ZP2hxKu4PXEqSTwSh+vXrV9JTEEIIIYS4K7kLmtxqS8daLKjWzdHfZKXUlQwyAnRsa1+Tbe1r0r96LeoA/b8eicX8BuB4c/xr8ya0274LpUYDgFpTsDfIh2fO5PjcuSiB0jeOHZ87FxQK6owYAUDN6GhqvPKK6z5X169PnR9/RKFWU7VqVRRKn9jMWQghhLht7j5wOZjt++L+wKUk+UQQSgghhBBCFJ3+tTrSRlMdgMiqkbnanUv7lpz8LWcdqvcf570/Y10/OutQecNqNJLw1Vdu2xIWLaJmdDQqvR6FSpXr01+FWo1CrXYFv3yd1WjEmJSEPiwMlV5f0tMRQgjhY7J/4BJ/7BiHHnuMzvv3u17n/kkfuEgQSgghhBDiHqdSKFErHIEeZ+Fwd7LXoTJlGen4awxr28Wh1TkCKwWp4WlMSsKanu62zZqejjEpCf+ICKx2G3a7HQCbzYpVqcBit6KwK7DYrCgUCsfSRB9jt1qxmc0c+eADTi5ZgjUjA5WfH1V69aLW669jt1r/MUsrhBBC5C37By4KtSMMo9Ro7poPWwqTBKGEEEIIIQSQsw6V2WQm6HI6CpMZtcG/wGPpw8JQ+fu7DUSp/P3Rh4UBsPDoulzZVxz73PH9oYJlX+Une00Oq9FI1qVL6EJDXfU5ChI4cre0wpqRwYnPP+fE558T2qcPYX37Fsq8hRBC+KZbN9e4td7TP6nWk7ckCCWEEEIIIVzsViuHZ84kYdEiXsrIYMN7bajaty+1hw8v0BtplV5P1T59HDWgblG1b1/XsjV32Vdzq/8bjUZLZNXIQttBGfIugg5gKUBNjmqDBnFi3jysGRm52lR+fgT37Hnb8xRCCHF38PS64qz39E+q9eQtCUIJIYQQQggXZzFxs0ZJerAf/teMuYqJe6v28OGgUJCwcKFruVrVfv2oPWyYq0/27CvbjaWC6hvLB/NaOng7akZHY83M5MTnnzuuL1CP/zUjGrON4GeeoWZ0tNdjZSUnuw1AgSMjypqaisrPD6vVjvND8sxMG4mJZsLDNZjNjiWIVqtddtwTQoi7lKfNNSJr1AD+WbWevCVBKCGEEEIIATiWqJ1Y/BW/d63DrjaRmPVqNEYLTTbHo/jqZjHx7LKsjiUHJpsF9a0FxlUq6owYQZUXBvHUylF8++R0DEGli+tycrGZzcQvW+r2+v714w/Yxo9H5WW2ly442BFk8pAJpQoKAiAuLpGJEy94HGfChERiYyvc3gUJIYQoUZ421/gn1nryloTlhBBCCCEE4CgmvvGhCLa1r4lZ7/is0qxXs619TX5/KAJjUpKrr9VuY+6hVTz5SywArx9bwDcXt2C121ztFpsVi82KXashNcQfu1bjOubsl11KWhZZl/y4lmEukuvLuHjB4/VteqQKGRc9B4tu5WkpHjgyoZK/+w6AmJhw3nyznNt+L76oIyYmvIBXIYQQQty9JBNKCCGEEEIAoAguw+62kW7bdrWNRBFcxvXz54d/ZsmJ31w/Z9nM/JS8izJHyvBS7ajcBceBjr/GuL53Fhy3Wu0YTVYGzv+OM6G70IVaGHp8MWFn67Lk5Qj0WlWhLVdbdnU3uzxc3862kSy7upsX76vi1Vg1o6Op/tJLHPnwQ04uXnxzd7zevak1dCgnz5wBwGSyM2fOJbdjLFmSxQcf2DEYZDmeEEL8U9iysgBH9vE/MWNKglBCCCGEEAKAFEyYdO7fHpp0alIw4QdkWU2sOPmn237LE/6gf432OQqO28xmfr7/frr8/bfrDbez4HhcXCILElZT+akDOBc0qAwWkmvso95LC+kf2bnQlqt1imzBV2c3u20z69R0imyR41hmps31VaPJvdRQpVJRd9Qoag0dijEpybEj4I3lis7lGYmJZtLScmd9AaSnO9ojI3V3dF1CCCF8n3Pjj/iFCwFY37LlbW38cbeT5XhCCCGEEAKAYH0pDCqt2zaDSkuwvhQAycbrZFqz3PbLtGaRbLyOSqFErVS5biqbPefPCsfb0CHDylKh6xG3Y1V47AhDhpUthCtzSP5yCRqjxW2bxmgh+cslgKNY+Jgx56hYcT8AFSvuZ8yYc1itdrfnWjRKUoP9sWhyv7UOD9cQEOD+Lbe/v6NdCCHEvc+58YctMxNwLN0+Pncuh99/v4RnVrwkCCWEEEIIIQDQqbR0r9LabVuPqm3Q3QhQOYJV7rN3DCqdK1jljWOJV1EZ3AeGVAYLxxKvej1Wft43VHbVgrqVWa/mfUNlAMaNO8+0aRddGUxpaTamTbtITMx5V3+r3UaW1cycgz/y2LrxPLPhbR5bN545B38ky2rGdqPmlUpj5+WXgwFQai3oyl1HqXVc73O9NKg07gNbQggh7h1Wo5GEr75y25awaBFWo7GYZ1RyZDmeEEIIIYRweaF2FxQKBcsTNpNpNWFQaelRtQ2DanV29XEEq1rlqAnl1KNqa1ewyhuRZQ1ojBa3wSGN0UJkWcPtXYgb8/7dA5PlCRYeX8t/T/+J0WZCr9TyUFA9Hi/bjFqdapCZaWP2bPc1nGbNukTv3qXQ6xVua15lWk0sjd/A0vgNPBHSjCfDHmDQlyuIb72V+8uGUar6FVQGC9ZMNdePl+VQ3SQGfdmCRS8+dXOMTBuJiWbCwzUYDPJ5sRBC3AuMSUlY09PdtlnT0zEmJeEfEVHMsyoZ8spWzObPn8/DDz9MaGgopUqVomnTpixZsqSkpyWEEEIIAYBKoeSl2lEs/9dYAJb/aywv1Y5yLZ9zeqF2F3pXb+davqdTauga3DRHsMob86Yfp8nmeLdtTTfHM2/68du4Cve0ahUGjYazS5qwrXdP/hrUjW29e3J2cRP0ag1atSrPGk5paTaSkhxtz1Z7OM+li52DGwPweb9uPFO1LaXrJ7kyvlQGC6XrJ9GpbEM+79eNrCwT11IzGPHGKSpV3ErbtquoVHErI944xbXUDLKyTIX2GAghhCh++rAwVP7+bttU/v7ow8KKeUYlRzKhitmvv/7K448/zjvvvEOZMmVYuXIlffr0Qa1W88wzz5T09IQQQgghANCpNDm+3soZrOpdrR2d1r7FBzX646fS5QpW5WfEpHqsa3EaBbCzTSRmvRqN0ULTzfH8a8NpOmytd6eXkoNzqZ3js9hSZAFz52ahUMAnn9ys4eQuEBUQoCQszHF9KVlpZFrdB4cyrSauWTPRq7Qc/fRjVlZIADeZXr9d3Em3T68wJ+USq/bXoGHZ/TT8zOJ6DI6sV3P/C/Xpev8xPhk/Jce5yZdTOXjwOHXrVic4JOhOHxYhhBBFSKXXU7VPH47PnZurrWrfvq5NLf4JJAiVzc6dO1m/fj3bt29n27ZtnD9/Hp1OhzGf9ZlGo5GpU6eybNkyTp8+TdmyZenUqROTJk2iUqVKOfouXrw4x89vvvkmGzZs4JtvvpEglBBCCCHuOs4glVZ5e28rtf4GqvXpg33uXFqsPUJ6oB7/a0Y0ZhvVBg9G6194y/HyWmq3aFEW771nw2BQEh0deiNQldOQIaHo9Y6C7KV1ARhUWreBKINKS6DKMe+yA3ph/n2a2/s069WUHdCLKdZAzr31Fle6gPPtuVmvJuUxaPzT30x57W0AsrJMpKdlMnr22xyvZ3QEqzZaqH5Az7TosfgHGNDpvF8KKYQQovjUHj4cFAriFyzAlpmJys+Pqv36UXvYsJKeWrGSIFQ2cXFxfP/99wU6x2g00q5dO7Zs2UJ4eDjdunXj5MmTzJ8/n1WrVrF161aqVauW5xgpKSlUrlz5TqYuhBBCCOFT7FYrdpsjm8hmNuf4CqBQKl1bUjvfmCcsXIgmOQOFwUBwj26F/sY8r6V26emO9shIHZMnV0ChcNSASkuzERCgZMiQUOLiKnDqVAIAX5/YkGcm1Ork3TwZ9gBllAa0WRZMutxvu7VZFsooDZw8ncb1Ryy4e2t+vZ2Z8+fSKF1az7DpsVw0XiGppR/Zg1WHmloY9N4oyuvLSsaUEEKUEGdxcVuW+91jFSoVdUaMQN2xI4efeIL2W7agKeX9Rh73CglCZdOiRQsaNmxIs2bNaNasGeXLl8/3nClTprBlyxZatGjBunXrCAgIAGDmzJm88cYbDBw4kN9//93j+QsXLmTHjh3Mnj270K5DCCGEEKKkHZ09m6MffZTj2Or69V3f13ztNWoNHQrcfGNe5YVBPLVyFDOaDEYXEOgKUhWWvJba+fs72gFUKgVTplRk9OjyBAXt5dy5+gQG5pxLv5od6FW9HV8eXcvKk3+4irg/WaU1A2t25MzJUwDYk6/SeFM829rXzHWfTTbFY292Fbv9ap679tnt54AQxg0aRu8tcW77pTTRMrulI2gnGVNCCFF87FYrh2fOJGHRIgCOPvccln79qD18uNvXMaXOsbvsP2kJXnYShMpm1KhRBepvNpuZNWsWAB9//LErAAUwfPhwFi5cyKZNm9i5cydNmzbNdf7333/PSy+9xKeffkqTJk3ubPJCCCGEED6kZnQ0NV55xWO7Qpm7dpRKryc1xN/1Br2w5bXUrm9fXa7d6Jw/u92lzqZAaVMzqHoUfap2IDnrGsG6QMfyRBvYbQpQOYrRPrTRfc2rtr+dRD89jAoB/mgOe94hsEIFR3mHE8dP5xmsOnH8NBUqhBY4Y0qypYQQ4vYdnjkzR60nW2am42eFgjojRpTgzHyTBKHuwB9//EFKSgrVqlWjcePGudp79uzJvn37+PHHH3MFob7++mv69+/P3Llz6d+/fzHNWAghhBDCM09L6GxKxye52ZfQ5UehUhV6JlNhcLfUrk8fDcOGFewT6bi4RCZOvOCx/bXXdAwdasCuVlHl2eewz5uXq+ZV2aefwq5WMXb2e5QLSOFszZBc45Q/ncLY2e/xyfgp1K1bHc1Gz8Gqug9WB/AqY0qypYQQ4s5ZjUYSvvrKbVvCokXUjI7+x2Y8eSJBqDuwd+9eAI9ZTM7jzn5On3/+OUOGDGHBggU8++yzRTtJIYQQQggvZV9CZ1Uq4P3HWdO4MSqbHci5hO5u5W6p3eXLp1ztFosZm9UKQJrRhH+FK1zPuE6A3hGQsVrMqNQaYmLCGTs2HACz2Y6//x7S0xuh0SgAOHkyHoCZS6ewql4KrR+tQdPN8ZROzsCkU7H10Rr80SKLrkun8P6oWIyZRj5aMZ2NQdcx6dRosyw8lFqK1wbORm9w/AETUMpA9QN6DjW15Lqu6gcMBDzmKIbuTcbU5HnLvcqWysoyYTE7Ho/k5FSOHEmgVq2qBAc7MqbUGpUEq4QQ/1jGpCSs6elu26zp6RiTkvCPiCjmWfk2CULdgdOnTwPk2gHPyXnc2Q8ctaJGjhzJxx9/zEMPPcSFC45P0FQqFaGhofneZ7167rcpPnHiBBEREcTHx+c4npycnP+FFHH/wupzL/CV6yzqeRTW+Hcyzu2cW5BzvO0rz/+bfOE675bn/p2OJc9/3+Ir1+jNPNRdulC3c2cALHYrHPucOqt+RK24kdGkUOR6r2GxOwIUV5KvoFK4WbZWAGZzlmssteb2AhvePt5msyOwlph4kmvXrriOL/7lM9ZXuFlwvPGn0G3zz66fHzql4PHmOT9EdI515kyCKwiVkuIY88kHn6Wb3Qa1wPZqFpYrV1GXLUOFtHQeA0Jqh3Du3FkAej30b3pkppOcfJ7g4AroDf4kX7nsup9pC+ZyqLGF0C0ZpDTRupb2ld5l4lAzP4a8PY7R/V/GP0CDJslzxpR/BQ1923fnrXOL3D42KU20jKzYnfj4eNd9hv2VwVXnff5locwuE0nN/KizW83o/i97fJzvpue/r4x/t//+l9/9N/nKdd4tz/87HSf7+c7XpviE+JuvYW76W+22fPuB43XJXT9bVhZKgwFbZmauc5QGA4np6Sg9/I2ekJCAQn33hWTMZjMajea2z7/7rtiHpKWlAeDn5+e23d/fP0c/gI8++gir1crLL7/Myy/ffMG+7777OHnyZNFNVgghhBAiH9mXzynsjmCKQq1Gkccb83vNcw8NQH3pf6y+ujdXW5cyjXg4pEaBxlOpNbgePY0OXUAgAOr/Z+/O46Ks2j+Of2aDYRMRUXEXd01Ny57Ktl+lWVlm2l6ulWWgaVZa4oaZtthTWlnaY2q2az7tmWVl2mOLlpVrgDuK4soyMNvvj3EGkAEHHRT0+369eAH3Ofe5z013yFxznevk233tRVnDIqhX3/81RtwxEIfTBc3h0KFstmzZTePGdYi+01OX1NzKEwQMDwuh8R8WNv/LXWKMJn9YCG8bQlrazjKzpXbs3Eut2jUYccdAnnl7FpsvDi/WnnmxmRarDIy4cyAABfkFnrlRfG4up93XHqKMKRE5wxhDQ6nRsyf73n23RFuNnj0rrMZhVaYg1Elwuz3/sBsMhjLbizrZQNPff//t97g3QyohIcFve2nHS1MR/YPV50xQWe6zoucRrPFPZpwTObc85wTaV89/ocpwn1Xl2T/ZsfT8Vy6V5R7LmofT7fL9/eJwOWE9NGzUCLO3JpTBUCLbyduvRmwNzAZTue+z6DUL8m2wGarVqI7FEkLDxo38XjMQ/ubhdLo5WvLqaPbS7zRo0ITt2z3HGjVqggM736W+6XfMZYfX06v5hYQYzcXG94y1hoSEBF8mVFnzKE97Wbp08X98yMQn2NzJ7TdjalPncF76YB7jH3iMV374otRsqcsuu4hataqTte8QWzrY8feyIb2Dnbi4eGJrRjNk4hP82c5WmDEVbcaSUZgx1e47a6Uohq7f/8E5R3/7l09luc+q8vyf7DgJCQm+f5sSmiT4/g3zx+F2QubJ9WsycSIbYmJInzsXZ24uxrAwEvr3p9Xw4X5rI7odDvYATZo0wXgSGUWny8lkQYGCUCclKioKgJxS1oDm5uYCFNs1T0RERKSymrtpCXM2Lyl2rOuXo3xfD2jejYEtu1f4NR/45w3PF+uDe01/xcQjIn73fT1uXAb3PxpKnjPf7/l5znwOOnKoFVK5d5B74fHxnjpOXYvUcWrXhNjuR+s4XWdi8lMZRGSaOdij5PnhX5t5ee0hJkyszrp1/5SZMbVu3T9cetl5vPD4eJKmjGF9KRlTL4wZr2LoInJGMphMtB45kmaDB/PluefS4p13aN6u3emeVqWlINRJaHi0wNiOHTv8tnuPN1QhMhEREakC+rXoRt/mXUtt95f97bTZiN6Xgys/H6z+SxQEek2X3c7n55xD608/wWA2k9AkodSM8xNRtJh4Ud46V82axePATpgphDxnQYl+YaYQqpsjgjafihIaGoJ3BUhEZBgNG9Up0Se86RwOdsRvttTe7uGEH54DjKdlq6ZYfii9vlTLC5oCkH0kj3/a2igtYyr7SB7Jr0wNqBh60eLwWVmH2LA+nVatC4uhG00mzOaqlz0gImc27y54WoJXNgWhTkKHDh0AWL16td927/H27dufsjmJiIiInCiTwQgBxnzcTicbpk0jff48Bufk8k/YCmJ79qTJxIl+lx8Eck2X0YXJ5cZsMGEwmMpcGnEiTCYD/qbmXUJnMhnAbeayPWa+qlkyCHX5HgvmFidXfL2yeOSuJxnudMJ1RQI9nZoQe0NhoAfg5RmHgpYxNebe4dy9MsVvn4OdQphx8XAAnl/wFJ9WO1y8GPrKwqV9PQ5X4/F+44udf7qW94mISPkoCHUSunTpQnR0NKmpqaxZs4aOHTsWa//www8B6NHDz7/aIiIiIlXYhmnT+GfmTN/37rw89r37LhtiYmg9cuRpnNnJmfvnp7R89n0OXd2C3y5N8GUInbc8jRZLN/FxQnNuqn/J6Z7mSTObLXA0myi+rpX4urX99gs0Y6pZyyZYlpeeMdWscxP+2ZheZqAq9Z9t1K0bR27qAKpnvkhmj5JL+6I/gdzaAwC0vE9EpApSEOokhISEkJiYyFNPPUViYiJLlizx7Yg3bdo01q5dyyWXXELnzp1P80xFREREgsdps5E+f77ftvR582iRmOhbllDV3BLdnu9sTi77dD0XfbWRnGpWIg7bsNg9Fc27G5uc5hmeWoFmTD2+eCkxWwvIvLjky4vqqwt4PGspL/S+Bst3pQeq2lzYDICHEqO5/QcH/l6q5HZ18NBlnmsPnzo+oOV9Xodz7fxvQwat6tegeqSWy4iInA4KQhXx2WefkZJSPEW4oKCACy+80Pd9cnIy119/ve/7MWPGsHTpUlauXEnz5s259NJL2bp1K6tWrSI2NpY5c+acsvmLiIiInAq2zEycpWzM4szJwZaZSUQVrYkZXrsOpogInDk5WOwuqmfl+tpMERGExNY8jbM79QLNmHo8dyfr3l/KpwcvYfuV1XwZUw2+PUyPJT/S5qGWREaF0exvK+vPc5Q4v9nfYUTeEAbAxg2pZWZMbdyQSq1a5wW0vK/A4SQv38Hw/37P3vrrMYU5cP5ppsHejrze72bCQs2EmIO77FNEREqnIFQRe/fuZdWqVcWOud3uYsf27t1brN1qtbJs2TKefvpp3n77bRYvXkxMTAz9+vUjJSWFBg0anJK5i4iIiJwq1lq1fIGaY5kiIrDWqnUaZhUcJquVJvfcU2ypoVeTvn1VcLYUbYYOpXViIr3xZEytW5dOm/ObcLj9fngYEpo25aGnklnf3uF3ad/6zuEMnzqeV8ZOpmXrBCzfl1EM/V+e7dtT/9l23OV9oz5Zxu9ZqUS334s31GQKc7Cr4S9c+uIWzo1tyrzBt6oYuojIKaIgVBH9+/enf//+5T4vLCyMiRMnMnHixOBPSkRERKSSOV6gpqouxfNqNWIEGAykz52LMzcXU3g4Tfr1o9Xw4aRv3Vqif16ey/fZYjk7s2oMJpOvIH1cnZpcXseTMXYk97Cv/YXHx+OwO6GrJ9CzcWM6Lds1Iba7J9Bjvs5z/sd7f/IUIS9lad/HbX7i3rjraNOm2XGX9z34vx94vHkmbj8V96s3z+TBdM+zGmgxdLfTidvl+e+dm3OEjN1bia/TCLfDk93ldjrLVZhfRORsoyCUiIiIiJSbL1Azby7OnFwMYWHE9uxJq+HDT/fUTprBZKL1yJE0Gng/33TuyBXfryC8RrUS/ZxON2PG7GLGDE+mfL16f5KYGMekSXVP9ZSrhNDQELyJZBGRYTRsVMdvP/uY37h9belL+/ZtqAeLrgtoeZ+r6424d77s9zruMAOurjcCBFwMfd1LL7HxlRmsuK41a7yF6/9y0HF5Gl0+X49tSCJtj/l/QDv3iYgUUhBKRERERMrNG6hJGPIgvd8fwXMXJBFiDT+jskC8GV2lZXaNGbOLKVP2+L7PznYxZcoeDAa4995TMsUz0n3vjsbpeJwbObo0bkM6rTo0IfY6TwDHZDYCnsLkx1ve98QtA7DYSs+WamT1ZDUFWgx9ang9HEO6sL15YW0wu9XMz11bkNG4Bubwesyj/Dv3FQ1UiYicyRSEEhEREZETZrJaOVQz4qyrlZSX5/JlQB1r+vS93H13FFZrySVgcnzmEDPmo/GZuuFx1G0Q57dfIMv75q/7nPY/buW3q5uWOL/D8q182fRv7qV5wMXQX7q9G72X/ui33+6G1Vl0dTcgsJ37Xnh8vN9AVeM/LCTedA/5+QXFAlXgWQK4a9cW6tZtTHhE1HF/liIilY2CUCIiIiIi5ZSRYSc72+W3LTvbRWami4YNz5yssMookOV99pQ/uWztX1jcTn7zLp+zOThveRoXfbaePdv/hEU30bJVUyw/lFEM/QJPEGtf5nYKQksJVoWa2Ze5nerR1QPaua+0QNXmf7mZtHAmdT6rwStjJ+Nw2CnItzHtvSksiz5CQaiZkLUO/u9QFCNuG0VIqLVE0XQtARSRykpBKBERERGRcoqPtxAZafQbiIqMNFKrlvE0zEqOdd+7o3Hkj6TWpIlcnPIZ2aFuqtmNNL31Tpqt+QBzqCd48/Ir2UTsNnOwR8kxwr828/Jf2UwYX52oavFlLu+LqhYPBLZzXyCBKvAUTf89K40dLWrifflWEGrmq1p5rHvtITrEJviKpufn5PLcB3NIb2/3ZVY1XxfGv0eMxRpmLbZc1ptVVVAA1rCIgH+mIiInQ0EoEREREZFyCgszkpgYV6wmlFdSUhxWa/5pmJUcy7O0z0zdwfdRp39f4iMisNaqVaLOV4Nb1/LtRvzWl9rbPZwGLdcC9Zk2fw4Rm80cvKHktcKXmJm2ZQ5TRz5K02YNsawsPVjVtFPDgAJVdevGkb35VvacW3InSvAsAWz6+62Ap2j61H/+IP3aGhTNrFrXyc4Djz3EY8070Hb4cBwOO1Pfmsi3UYcoCDVjyXdwyT4rYwc9VSKjCoovARQROVkKQomIiIiInIBJk+piMHhqQGVnu4iMNJKUFEdKSl22bk0/3dOTYxhDQ4lo2NBvW5evN1FzxscA5CwKYU9ELLVzsohwFsAH0DKxIbS5jjGDh1Kv3louc79DbjeHL1gVvsTMd2/fxjsZ5wIwafYLxNgKyLy45Mut6qsLmLTuBcbcO/y4gSqAW28r4LutpQerbr2tAIDJhjgy/q/kLo4A26+sxuQdcfwnv4Cpb03g69p5+AJVoWaW1XNgnjuex+8e56tDdWywKmStgy77rNzzf4P8XsO7BDAi0kL16pF++4iIKAglIiIiInKU2+nE7fIssXPZ7b7PLrvB1+5d0mQyGZg8uR6jRtUhOvoPdu5sR7VqqgNVFbVKTKLlkIdKbTcYPcsro6JCeeihukyZcjeh83KpWXMP+/bVJj8/nAcfDCUqylOkqrDo+GT+aZvnC1Y1+zuMKY9MJSIyjOFTxx83UOWpCVW7zCWADkdtAO7t0JKxOav9zt9uNXNvh5YMn/wkG9rl4+9l4HfRR9g9+UlemfAs+X6CVQVHg1XOpbMY22iyL1iVn1/A0KnJbG5z9D4zHST8aeHlJ54uUVhdgSoRURBKREREROSoTTNmsOmll4odW9qpve/ruHvuoVbfvsXaw8KMxT5L1WMwmYrVSyqN0+lm3Lh4XC545ZW97NwZTmSkkX79LCQmhuJ0ujGZDEeLpofw+riphUXCL2xGbJ/CIuGlBaqa/GHhod4P0PacNgC8uuhlIvaZOHh9yflEfGPi1T9e5vWOk2jTpgmW5aUHq9p0bsL91W8naecCv/dmt5q5/6bbAcoMVv1Uq4DhRYJVSVPGsP48B0WXAG7s7CZpSjLTR6UQGhpSrkAVqLC6yJlMQSgRERERkaNaJCbSfMgQAOx2NxERv5OTcy4WiycTKn3LltM4OzndUlIymDBhd7Fj2dkuXn89n9dfz2fcuAzGj69brD22ZjSXXnZeibFKC1Qd6pTlaweYPmYsT4zexsaPXymxBLBl1EM8NcazbO/NL2cQs7H0zKo3c2bQrf3gMrOq3Hjmfv9NgQWrkiYm809HG/5eVv7TNo+kiclMH5sSUKAK/GRVHS2s/tLjKSccrCpa0yo8IspvHxE5dRSEEhERERE5qmhGjBE3TswYLRaMR4NQgWTLyJkrOTmeJ5+ML3E8LS0NgGbNSrYFomig6tDhrGJtoaEhPPNsU5KTH+G1+7cQFr6bvNw6DH6gMSkpdTGZPM9mbuoAPnl2B90GLiS3a5Fg1ddmPv3PPbQbXZ9X/wksq8pN3YCCVbdf2Ztxee/6vSe71cztV/YOKFD1+lNTS82qWtfJfkLBKn81ra48Es3jd4/1W4Bd2Vcip4aCUCIiIiIiIgEwmQz4i0N6M+W8AaGKuO7kyfVITo4nI8NOfLylxPLPseMacuddDuAhoqNjWb8uldbnNyW2ZzTMAKMRHI7AsqoCXQLYqnWTMourt+rUhFucPZlY8KHf+7JbzdxyeU8gsKyq8gSrpsyfyFdxORStafVlaA68NZEn+6f4xq6I7CvVvhIpnRaui4iIiIiIVAFhYUYSEkL91h8zmQxYLJ6POnWq839XnkedOtV9x7y1qp55tintaz7CH/ffRvoDXfj9vltpaB7E1GeaFlsC2CLsIaI/9gSTwPM5+mOobb+L6WPGAkd3AVxd4Heu1VcXMGn2C/yU+oVvjGNZbA5+Sv0CgN6X3ug3mAWeIFPvS28Ejgar2tr89vMGqw7sz+LbqEN++3wTeYgD+z3ZZm6nk6FTk1nXye67tjegNXRKMm6n03defn4Bgyc+zi3fJfPE4QXc8l0ygyc+Tn5+Qal9RqbNZvLcl4v1KSpr3yGW//AbWfv8z7W8/USqAgWhREREREREzhLerKodOy/ihx968OOKeEaODCuWxeUvWPXH/bfR0DyIxx+P8QWrXnh8PLMemUrr3yzFglUtVhmY/chUXnh8PM6Me4lY6j+4FP61GWfGvQAsXP5xmcGqhcs/BgILVo1+dmKZfUY/OxGAn6a+wOY2eX77bW6bx09TXwDwZV/5C1YlTUn2BZn8BbQ2dnYzdOrYYmMHEtAqTz+vQIJVgQa0cnOO8M/mP8nNOVJmP5Hy0nI8ERERERGRs4w3qyotzf8SQn9LADMythTr46+4ekRdC9U7RVIj1rNUbey4huTlPc0jz49jc9vcwl0A14bw4vNPERZ2NPuqWAHz4pr9Hcb0sZ4ldAuXf4ylY+lLABeu+ZjcnGgstoOl9snOqQ7Ai7bQMoNVL9pCuRhInDiG1DKWCiZOHMOEhx49GtAq2Wdzm1x27dpL3bpxQGGw6tjlhEOnjuW1sVN85wXaL5AlhQVHA1rHW3Z4IrW0Vq/eSEJCPb8/R28f1dsSL2VCiYiIiIiIiF9lLQEsyltc/dgaSCaTgcjIUF4bN4UPrkhhcrW7eC7hXp7sP4TIyFBfBlZoaAjTR02izeqQYllVbVaHFCtKPn1sCs3+tvqdgzdYNWPiE0R96z+4FPWNhRkTnwCgmnN7mdlX1ZzbAbAfcZcZrLIfcfPE1GfL7PPE1GcB2LplZ+nZV21y2bplJwDbtu0qs9+2bbt835e6pLBIBtZz7846bh+AKfMn8mXNHApCi9TSqpnD1LcmFutXNEvrRevXjEybfdzlicfL5Dp4MJvVqzcGZXli9oFcrOvdZB/ILXMsOfUUhBIREREREZEKV1qgyis0NITXxhYGqz64IoXXxk4plqkTSLCqenUrraOG+q1p1SY6ierVPUGsGWMnlRnQmjF2EgCTRz1WZrBq8qjHsERQZh9LhOfrh1+bXGaw6uHXJgMw/PWnyuw3/PWngMCCWru27yatnb3MPgB7M3eXWUtrb+Zu3/eBBL4C6QOFwaqRabN50fr1SS1PdBQ4ePX6sSw5/0KGzvyYJedfyKvXj8VR4P+/Te4hW0DBqkD6HczOZ3O1BhzO9f+zFg8FoURERERERKTS8AarSlu6FUiw6qnJjUrUtGpf8xEmPdWo2DiBZF/VrRtH83VhfufSfF04devGMWPccQJa4zwBrX8PfqLMYNW/B3uytJra7i2zX1Obp5ZWIEGt579cEFDga9jsMWX2GzZ7DBBY4CvQjK9A621BYEGtzxNnU3/DAsKMnuL1YUYb9TcsYNbNhTsigidY9fH9M9nU+/Yyg1XeoFZZ/QocTu6Y+S49lk7ko5ROPLR5LnfMfJcChxN/Dufa2VytAQez8/22n+kUhBIREREREZEqp6xg1bEF2HfsvIjJk+sVK8AOgQW0AF56PMVvsOqlxyf6xvEX0Gr5s7FYQKtR43plBrQaNfbUVnp66rk0K63f3+E8PfVcILCg1iPd7woo8BWzbUiZ/WK2DQECC3wFmvGVOHFMmbsdJk4MPPB1YNdB6qZ+5rdP7N8fsm/7fsATWHqt5wSapi8sEax6reeEYgGmWb0mHjeo1W/2B+yo/zOmMM95pjAHO+r/TP/ZH/j6uJ1ObHk2bn/lHR7aPJePUjrRY+lEbn/lHWx5tmI7MZ7pFIQSERERkROWl+fCtjsSm819uqciIlJCeWtanUz21bF9nku4lyf6Dyl3QAs8QbTppfUbNdEXTAskqFW3QR0S/ixZVLxoH4Cpz3Uos5bW1Oc6AIEFvgLN+Aqk3hYEFvj66p4pvmDRscKMNmZf8SAAr940ibgNi/z2i9uwiFdv8mSt7du+n9h1C/328wa1duw7wtbY1X77bIldzY59nt0FN82YQc+Hx7Gz4S/FglU7G/7CTcPGsmnGDL9jnIkUhBIRERGRcnM63YwevZO6df7m1/tu4qJ/ZfPss3k4nQpGiciZ63jBqqJ9Tqb2VXn6BRLUGnn7fcftExlpKrOWVmSkCQgs8BVoxlcg9bYgsMDXNfNHkefyvyQyz2Xl3u9eBSA3x1lmsCo3x5OVNPuKB48b1Lr5jVm+oNKxTGEObn5jFgDhd/TjyNX+/3083NXTfrZQEEpEREREym3MmF1MmbKH7GwXALk5MHNmPsnJu45zpoiIQGABrUD6BRKsCgkwoBVILS0ILPAVSJ9A6m1BYIGvmLrV2dX0er99str2oWaDGgAMfv/RMoNVg99/FIB7v3v1uEGtRYPuw5nnP0PLmWdm0aD7AOg95z9lBqt6z/mP37YzkYJQIiIiIlIueXkuZszY67dt+vS95OW5TvGMRESkPFlapfU5kVpaw2xdeS7h3uMuTzyZTK5A+1034152tL7bFzzKc1nZ0fpu7luU7OtTvXY1str09nv/WW37UL12NQBqNqhRZr+aDWpQv2YUjbI6+e3TOKsT9WtGAQQcrDob+P8piIiIiIiUIiPD7suAOlZ2touMDDsJCaGneFYiIhIs3lpaxxNbM5pOnVoet8+ll51Xars3WLV69VrS0nbyf1dcTGyfkkEyb7+sfYdYt+4f2lzYrEQ/c4iZBz+dwMGskdzyn7F8MHAi1WOjSox130djmXFdPnVTPyXMaCPPZSWrbZ9iwSpvv1k3G4j9+8NS+8299xb6z/bUgDKFOXDmmWmc1Yk3773F18cbrNpR/+cScykarDobKAglIiIiIuUSH28hMtLoNxAVGWkkPt5/AVwREZHSVK8eSadOLQNenliWyJhwbK0NRMaE+203h5i58fXBHD54N49+859Sg1XeoNbvq/uU2i/EbOLtB25n/4EevHllD/5vzst0vKVtibECCVadDRSEEhEREZFyCQszkpgYx5Qpe0q0JSXFHXcXKhERkcogPNpaZrCqPP2qR4bS/PB2qoX7fyPGG6z6/a+OpGVmc+UV51A98uzLGlYQSkRERETKbdKkuhgMnhpQ2dkuwiOgX99QUlLqnu6piYiIVFrVwi2c2zjmrAxAgQqTi4iIiMgJ8Bav3bW7LefPWsxPqyIZOTKsRPFaERERES8FoURERETkhIWFGbHWycZqVfBJREREyqYglIiIiIiIiIiIVDgFoUREREREREREpMIpCCUiIiIiIiIiIhXO4Ha73ad7EnLyoqKisNvtNG3atNhxu90OgMXif5vIY1VE/2D1ORNUlvus6HkEa/yTGedEzi3POYH21fNfqDLcZ1V59k92LD3/lUtluceKnMeWI7upG1oDg8FwcuO73Rz55x9CGzU64bGC+fy73bB+vY3Wra0YDKX3DbTfyc6zKqos96nf/8E5R3/7l09luc+q8vyf7DjHnr/lyG4aR9Ups7/b7WZX/v4y+wEUFBQcv1+Rf8NCQkICnmdVk5qaisVi4ciRIyd0vjKhzhARERF+H2KTycTBgwdxuVwBjVMR/QPps23bNrZt2xbQNauy8v58q+o8gjX+yYxzIueW55xA++r5L1QZnv+q8uyf7Fh6/iuXyvDsV/Q8GkfVwWw2n/z4BgNRzZuf1FjBfP4NBmjTpjCwVFrfQPsVdTY8+3B2PP/BHr+q//7X7/5Cev5P7TjHnn+8wJLJZOLQoUM0jKh13LHNZjMRNlPZczMYiGjalEOHDp3Rz7/FYiEiIuLEB3DLGS09Pd0NuNPT009b/0D6tGnTxt2mTZuArlmVlffnW1XnEazxT2acEzm3POcE2lfPf6HK8PxXlWf/ZMfS81+5VIZn/1TMQ89/+fqdDc++263n/1SPVRmef/3uL6Tn/9SOU97z9bfP6aFMKBERERERERERqXAKQomIiIiIiIiISIVTEOoMV716dcaNG0f16tVPW//yjnkmqyw/i4qeR7DGP5lxTuTc8pwTaN/K8t+8MqgMP4uq8uyf7Fh6/iuXyvJz0PMfnHP0/JdPZfk56PkPzjn62798KsvPoqo8/yc7TnnP1+/+00O740ml0LZtWwD+/vvv0zwTkVNPz7+czfT8y9lKz76czfT8y9nsbH/+lQklIiIiIiIiIiIVTplQIiIiIiIiIiJS4ZQJJSIiIiIiIiIiFU5BKBERERERERERqXAKQomIiIiIiIiISIVTEEpERERERERERCqcglAiIiIiIiIiIlLhFIQSEREREREREZEKpyCUiIiIiIiIiIhUOAWhRERERERERESkwikIJSIiIiIiIiIiFU5BKBERERERERERqXAKQomIiIiIiIiISIVTEEpERERERERERCqcglAiIiIiIiIiIlLhFIQSEREREREREZEKpyCUiIiIiIiIiIhUOAWhRERERERERESkwikIJSIiIiIiIiIiFU5BKBERERERERERqXAKQomIiIiIiIiISIVTEEpERERERERERCqcglAiIiIiIiIiIlLhzKd7AhIcderUIScnh4YNG57uqYiIiIiIiIjIGWjbtm1ERESwe/fuEzpfmVBniJycHOx2e4njdrvd7/HSVET/YPU5E1SW+6zoeQRr/JMZ50TOLc85gfbV81+oMtxnVXn2T3YsPf+VS2W5Rz3/wTknWM9/ZXkuKlpluU89/8E5R3/7l09luc+q8vyf7DgV+dpXf/sUstvt5OTknPD5yoQ6Q3gzoP7+++9ix9PS0gBISEgIaJyK6B+sPmeCynKfFT2PYI1/MuOcyLnlOSfQvnr+C1WG+6wqz/7JjqXnv3KpLPeo5z845wTr+a8sz0VFqyz3qec/OOfob//yqSz3WVWe/5MdpyJf++pvn0Jt27Y9qfPP2kyonJwc5s+fT1JSEhdccAGhoaEYDAamTJly3HN37NjBwIEDqVu3LlarlRYtWjB27FhsNlup59hsNsaNG0eLFi2wWq3UrVuXgQMHsmPHjmDeloiIiIiIiIhIpXTWZkJt3ryZvn37lvu81NRULrroIvbu3cs555zDpZdeyq+//kpKSgpLly5l2bJlhIaGFjvHZrNx1VVXsXLlSuLj4+nZsydbtmxhzpw5fPrpp/z00080bdo0WLcmIiIiIiIiIlLpnLWZUFFRUQwaNIjXXnuN1atX8+STTwZ03sCBA9m7dy9Dhw7lzz//5L333mPjxo306tWLn376icmTJ5c4Z/LkyaxcuZKLLrqITZs28d5777Fq1Sqef/559u7dy8CBA4N9eyIiIiIiIiIilcpZG4Rq2rQps2fP5v7776djx46YzcdPCvvll1/44YcfqFWrFs8884zvuNls5tVXX8VisTB9+vRiRcbsdjvTp08H4OWXXyYyMtLXNmLECNq3b88PP/zAb7/9FsS7ExERERERERGpXM7aINSJ+PTTTwG44YYbSiy5q127NpdeeikHDhxgxYoVvuM//vgjBw8epGnTpnTs2LHEmH369AHgk08+qcCZi4iIiIiIiIicXgpClcMff/wBQKdOnfy2e497+53oOSIiIiIiIiIiZxoFocph27ZtANSvX99vu/e4t9+JniMiIiIiIiIicqY5a3fHOxHZ2dkAhIeH+22PiIgo1u9EzylL27Zt/R5PTU2lYcOGpKWlFTuelZUV0LgV2T9Yfc4EleU+K3oewRr/ZMY5kXPLc06gffX8F6oM91lVnv2THUvPf+VSWe5Rz39wzgnW819ZnouKVlnuU89/cM7R3/7lU1nus6o8/yc7TkW+9tXfPoXsdjsWi+WEz6+yQag+ffrw119/leucefPmccEFF5zwNd1uNwAGg6HM9pM9R0RERERERESCz+V24cKN0+0CwOF2Fms3YsBo0KKxilJlg1Bbtmxh48aN5TonNzf3pK4ZFRUFQE5OTpnjF90B70TOKcvff//t97g3QyohIcFve2nHS1MR/YPV50xQWe6zoucRrPFPZpwTObc85wTaV89/ocpwn1Xl2T/ZsfT8Vy6V5R71/AfnnGA9/5XluaholeU+9fwH5xz97V8+leU+q8rzf7LjHO/8/2z8kjmblxQeyCzePqB5Nwa27H5SczuTn/+TyYKCKhyE+vXXX0/5NRs2bMiaNWvYsWOH33bv8YYNGxY7p2hbIOeIiIiIiIiISPD1a9GNvs27kpaehsPtZPCG1/m6+xTMRhNQ+iomCQ7lmJVDhw4dAFi9erXfdu/x9u3bn9Q5IiIiIiIiIhJ8JoMRs9GE2eD5ADzfH/0waSlehdJPtxyuv/56AD755BPy8/OLte3Zs4fly5cTHR3NJZdc4jvepUsXoqOjSU1NZc2aNSXG/PDDDwHo0aNHBc5cREREREREROT0UhCqHC644AK6dOlCZmYmjz/+uO+4w+FgyJAh2O12kpKSiq2RDAkJITExEYDExMRitaGmTZvG2rVrueSSS+jcufOpuxERERERERERkVOsytaECoZevXqRkZEBFNZmeuWVV1i8eDEA8fHxfPTRR8XOmTNnDhdddBEvvvgi3377LW3atOGXX34hLS2Nf/3rXzz55JMlrjNmzBiWLl3KypUrad68OZdeeilbt25l1apVxMbGMmfOnIq9URERERERERGR0+yszoRas2YNq1atYtWqVezcuROA7du3+475Wz7XvHlz1qxZQ//+/dm7dy8fffQRBoOBMWPGsGzZMqxWa4lzrFYry5YtIzk5mfDwcBYvXsyWLVvo168fa9asoVmzZhV+ryIiIiIiIiIip9NZnQm1ZcuWEzqvQYMG5c5eCgsLY+LEiUycOPGErikiIiIiIiIiUpWd1ZlQIiIiIiIiIiJyaigIJSIiIiIiIiIiFU5BKBERERERERERqXAKQomIiIiIiIiISIVTEEpERERERERERCqcglAiIiIiIiIiIlLhFIQSEREREREREZEKZz7dExARERGRs5fT6cblKn7Mbnf7PhuNYDIZTsPMREREJNiUCSUiIiIip01KSgYhIWuKfbRqdYhWrQ4RErKGlJSM0z1FERERCRJlQomIiIjIaZOcHM+TT8YDnsyniIjf+fPPalgsBhISEjDqLVMREZEzhoJQIiIiInLamEwGTKbixywWg+9DREREzhx6b0lERERERERERCqcglAiIiIiIiIiIlLhFIQSEREREREREZEKpyCUiIiIiIiIiIhUOBUmlzOO0+nG5Sq93Wj0FEEVERERERERkVNHmVByxklJySAkZE2pHykpGad7iiIiIiIiIiJnHWVCyRknOTmeJ5+MB8BudxMR8Ts5Oef6tnk2KvQqIiIiIiIicsopCCVnHJPJgMlU/JjFYvAFoURERERERETk1FNOiIiIiIiIiIiIVDgFoUREREREREREpMIpCCUiIiIiIiIiIhVOQSgREREREREREalwKkwuIiIiIiIiIlKE0+3C7XYD4HA7PZ9dTl+7wWDAZFBeT3kpCCUiIiIiIiIiUsTcTUuYs3lJ8YPrC78c0LwbA1t2P7WTOgMoCCUiIiIiIiIiUkS/Ft3o27wrAJvSNjN4w+t83X0KZqMJ8GRCSfkpCCUiIiIilUJengsAm82NxaI/7kVE5PQxGYxw9J8is8ETeDIbTb4glJwYLWAUERERkdPK6XQzevRO6tX7E4CLLz7Ms8/m4XS6T/PMREREJJgUhBIRERGR02rMmF1MmbKH7GxPJlRuLsycmU9y8q7TPDMREREJJgWh5LRxOt3Y7aV/6N1PERGRM19enosZM/b6bZs+fa9viZ6IiEhZXG4XDrcTh8v/h9Otf08qA9WEktMmJSWDCRN2H3N0je+rcePqMH583VM7KRERETmlMjLsvgyoY2Vnu8jIsJOQEHqKZyUiIlXNf/f+wuJ9vxTbwa4o7WZXOSgIJadNcnI8Tz4ZD8DGjam0a3eYnJxzfYVIjcrTExEROePFx1uIjDT6DURFRhqJj7echlmJiEhV0zOuMzfEnU9CkwQcLiddvxx13N3sClwOAPKddhUcP0X0Ml9OG5PJgMVS+AEU+95k0q44IiIiZ7qwMCOJiXF+25KS4ggL05+rIiJyfEaDEbPBVGwHO+/XZqPJs9vdUU63i/f3rOThzW8C0GvpeGau/7TcS/bcTicuu9334XY4cDschd87nUG7vzPFWfuvek5ODvPnzycpKYkLLriA0NBQDAYDU6ZMKfWcPXv28MYbb9CrVy9atGhBWFgY1atX5/LLL2fu3Lm43aXXMLLZbIwbN44WLVpgtVqpW7cuAwcOZMeOHRVxe3KUt46E6kmIiIhUXpMm1WX06NpERnr+NA0PhwcfDCUlRcvyRUQk+GZt+JzPslaT77IDkOcsYEHqt8ze+EW5xtk0YwaftWrl+1h37bWsu/Za3/ebZsyoiOlXaWftcrzNmzfTt2/fcp3zyCOPsGDBAiwWC507d+a8885jx44d/Pjjj/zwww98+umnvPvuu5hMxdP4bDYbV111FStXriQ+Pp6ePXuyZcsW5syZw6effspPP/1E06ZNg3l7Zz2n082YMbt8hU7r1fuTxMQ4Jk2qWyEZVk6nG1cZcS6jEWV2iYiIlMJkMjB5cj1GjapDdPQfrFxZjagoo/7tFBGRoMt3FrBoywq/bQvTf6R/866EmkICGqtFYiLNhwwBwGW380W7drT+5BMSmjcHwKAaMyWctT+RqKgoBg0axGuvvcbq1at58sknj3tObGwsU6dOZffu3axYsYJ33nmH5cuX87///Y9q1arx4Ycf8sYbb5Q4b/LkyaxcuZKLLrqITZs28d5777Fq1Sqef/559u7dy8CBAyviFs9qx271nJ3tYsqUPRW21XNKSgYhIWtK/UhJyaiQ64qIiJxJvEvvrFYFn0REpGJk2Y6Q58z325bnzCfLdiTgsQwmE0aLxfcBYDCbfd8bTKozdawKC0K5XC4OHjyIq6z0kNOoadOmzJ49m/vvv5+OHTtiNh8/KezFF1/kscceo0aNGsWOd+7cmVGjRgHwzjvvFGuz2+1Mnz4dgJdffpnIyEhf24gRI2jfvj0//PADv/3228nekhx1OrZ6Tk6Op6CgIwUFHcnJOReAnJxzfceSk+ODfk0REZGqIi/PRVpavpbHi4jIaRdrjSLM5H/X1TBTKLHWqFM8o7NL0IJQv/zyC+PHj+eqq66iZs2ahISEEBsbS0hICDVr1uTqq69mwoQJ/PLLL8G6ZKXSoUMHAHbtKp5p8+OPP3Lw4EGaNm1Kx44dS5zXp08fAD755JOKn+RZIpCtnoNNRdZFRERKcjrdjB69k1q11tK06d/UqrWW0aN34nQW1tE8tqirCUexwq4q6ioiIsEUagrh5sZd/Lb1bnJJwEvx5MScVE0oh8PBG2+8wcyZM1m7dm2xwtxRUVFUq1aNQ4cOsX//fr799lu+/fZbJk6cSPv27XnwwQcZOHBgQBlIVUFaWhoAderUKXb8jz/+AKBTp05+z/Me9/aTk6etnkVERCoH7/J4L+/yeIMBJk+uB3iKum566SVfn48SYPONnq/XAS2GDqXlsGGnctoiInKGu6/VdRw6eIivD6wl32UnzBRC7yaXcm/La0/31M54J5wJtXDhQtq0acODDz5IWload999N2+88QZ//vkndrudQ4cOsX37dg4fPkxBQQFr165l9uzZ3HnnnaSlpfHAAw/Qpk0bFi5cGMz7OS3sdjuvvPIKAD179izWtm3bNgDq16/v91zvcW+/s5XN5glgBiNNP5hbPTudbuz20j+KvpMrIiIihQJdHt8iMZHrN2zg+g0buHr1WgCaLfqYNl98wfUbNtAiMfGUzVlERM4OJoORW2pfxL+b9wfgo6vHM7jV9ZgMFVOxqGjWb9FsX9+xsyjr94TTkG655RY6dOjAO++8Q8+ePbFaraVfxGzmnHPO4ZxzzmHgwIHYbDY++ugjpk6dyq233oqziv/Ak5OTWb9+PU2aNOGBBx4o1padnQ1AeHi433MjIiKK9Tuetm3b+j2emppKw4YNfRlZXllZWQGNW5H9y+rjdLqZNs3G3Lk2wEB8/B/07RvKiBHWk1rCNnCgm0OHQpk7N5/cXM9Wz/36hTJggK3Ez6gsL76Yx0sv+S9aBzB0aCjDhoUVO2a3ewJTaWlpvqV5XuX9+VaUip5HsMY/mXFO5NzynBNo35P9f+RMUhnus6o8+yc7lp7/yqWy3OOpfv63bXOWuTx+1apUGjYsXrC1IM+zZP7A4cNYCswYtm8/6XkE+5xgPf+V5bmoaJXlPvX7PzjnBOv3emV5LipaZbnPqvL8n+w4Rc93uD0xhrT0NMwG/8XBs7KycLo9/07t3La91H4Ae/ZlArAhdRPhpdSTcjscvnENx7zmzJw3j73z5xc7tq7I13H33EOtvn1LvX5lYrfbsVhOfHXRCQehFi1axE033XRC51qtVu644w7uuOMO/vvf/57QGH369OGvv/4q1znz5s3jggsuOKHrleadd97hmWeewWq18vbbb5cINnmXKBoM/gMqRZcwno2mTbMxc2Y+4Pn55ObCzJn5GAwwcmRY2SeXwWQyMHJkGIMHh3LuuYd9Wz2XV2KilSFDPAFWu91Nu3aH+fPPar7gknbcFBER8a9WLSMREZCTU7ItIsLTLiIiUpm53C4+zPwfX+/3ZOo+vPlNro5pR59aF2I8JmvKle9JXnAXFJQYJ+6uu4i7804A9m7fzt7776flhx9iOpqUQinxgjPRCQehTjQAdaxjl68FasuWLWzcuLFc5+Tm5p7QtUrz9ddf079/f4xGI++88w4XXnhhiT5RUZ7K+jn+/gIrMqeiu+aV5e+///Z73JshlZCQ4Le9tOOlqYj+x/bJy3Px1ltr/fadP9/O88+3LtfSOX88WUlraNOmaYmspBMdq2XLssfy9ktISCi1X3l/vhWloucRrPFPZpwTObc85wTa90T+HzlTVYb7rCrP/smOpee/cqks93gqn/+kpJ3FakJ5DR1amzZt6pU4np9bwGagRo0ahIRZzornv7I8FxWtstynfv8H55xg/V6vLM9FRass91lVnv+THSchIQGHywnrIaFJAmZj6RlODrcTMkvvN3P9p3yWtdr3fb7LzmdZq4mJiWFwq+txOt047U42/Xsa2xZ4Mp32DnmIiHv60uLhEZgsJt8KH7fTyYZp08iaOxeAf/r2pUnfvrQaMQKDqfQ5VjYnkwUFQdwd71T79ddfcbvd5fq44oorgnb9VatW0atXL+x2O7NmzSo1KNewYUMAduzY4bfde9zb72yya4etzDT9XTtsp3hGIiIiEkyTJtVl9OjaREZ6/uSMjDQyenRtUlLqnuaZiYiIlC3fWcCiLSv8ti1M/5F8ZwEpKRncV/dx0me9hvNogonblkf6rNe4t+4oUlIyfOdsmDaNf2bOJN+Rz8HYcGx2G//MnMmGF144JfdTWZwZW9OdYn///TfXXXcdOTk5TJs2jQEDBpTat0OHDgCsXr3ab7v3ePv27YM/0Uoue/EbWA2dsLlLLruzGvLIXvwGPJp0GmYmIiIiwWAyGZg8uR7JyfFkZNiJj7ecdJaziIjIqZBlO0Ke03994DxnPlm2IzzxaAxLF36N08+iq9vrLeHqR1MAcNpspL41n+97tGb1pQnYrWYsNgedlqdhmD+PFomJmMqos30mCVoQKtCUuZCQEGJjYzn33HO588476dKlS7CmcEps2bKFbt26sX//fsaPH8/w4cPL7N+lSxeio6NJTU1lzZo1dOzYsVj7hx9+CECPHj0qbM6VVfsRQxi2dxdTny25c87Djzak/YiSyxtFRESk6gkLM5KQ4L+Qq4iISGUUbQwnzBRCnrNkjacwUwjRxnDse/fizPVfeseZm4M9ay8hEQ3J3bOb765oyKquLXztdquZVV1bYAAu37ObqEaNK+hOKpegvRW1ZcuWgD42bdrETz/9xKuvvspll11GYhXadjczM5OuXbuya9cuHnnkEcaNG3fcc0JCQnz3mJiYWKw21LRp01i7di2XXHIJnTt3rrB5V1Yuo4EJT8Xz+KhaeOu5R0YaeXxULcZPisdlPHuKs4mIiIiIiEjl8dadz9P+S/+boXX48i/euvN5rLVqYQqP8NvHFB6BtVYtABbsX8PqS/0n7vx2aQIL9q8JzqSrgKBlQrlcLh5++GHmz59PUlISt9xyi6/O0bZt2/jggw+YMWMGd911F4899hg//vgjjz32GK+++ioXXnghd999d7CmErBevXqRkeFZo+mtzfTKK6+wePFiAOLj4/noo498/QcPHsw///xDeHg4+/bto3///iXGrFmzJs8991yxY2PGjGHp0qWsXLmS5s2bc+mll7J161ZWrVpFbGwsc+bMqZgbrOTmblrCnM1LoAt0ON+E/UAYlpg8VoQ6uforGNC8GwNbdj/d0xQREREREZGzzKD3RlFgd/Bm2hIWbfuRfLcDqzGEXg0upv/kyYRYzJhCzGxteBP1NyzAbjGSU81KxGEbFruLrY16+ZbYbfykKfZOy/1ex241s/GTptDRb/MZJ2hBqOnTp/Paa6/xyy+/cM455xRra9u2LW3btqVPnz507tyZhIQEhg0bRps2bejUqRNvvPHGaQlCrVmzhq1btxY7tn37drZv3w5Ao0aNirUdOHAA8OxoN/doRftjNWrUqEQQymq1smzZMp5++mnefvttFi9eTExMDP369SMlJYUGDRoE65aqlH4tutG3eVcA1v62mrFHZvOfLhOpVjMGAIPB4NnV4OjXJkPVryHhdLpxubw76JVkNOLbPUFERERERETKL99p930+dtc7t9OJ2+XC7XDgdnteb7rsdlxGz6ZZBqMRg8mEOcSMOcTMkHY3ckF+PGPXvcHc7qOIO5rdBJ4d3x9ffgOX3ZFNbleHr9ZT+NdmfninB/3zXISFGYnpvAPnETOmcEeJuTpzzcR03gGcHXWigxaEmjlzJldeeWWJAFRR55xzDldeeSWvvfYaw4YNo127dpx//vn88ccfwZpGuWzZsqVc/b/77rsTvlZYWBgTJ05k4sSJJzzGmcZkMOJ2ebap3PbmfxhsK2D5M8tYc3Fj/ri4MdnVw3CEeH5hDGjejX7NrsHlfzM9oGoEcGbMsPHSS/mA/3TLcePqMH68dgwSEREpi9Nmw5aZ6VkGcZYUchURkeNzuV3MXP8pi7b8CECvpeO5ufEl3NfqOl9Sw4aXpvPPjOkAOI0GeOFGPj/nHEwuT6JAs8QkWg9/GPAErDZMm8buN9/kQZuNn59dQULfvrQaMQKDycSOXfnU6LWWQzeAN7xit5o5dAPUyFvLjl3n0LxpGNEz15AZ05T4PhtLzDnzs6ZEH1wD115XsT+cSiJoQaj09PQyA1BekZGRpKen+75v3Lgxa9acPesfpTjvNpUui5EjseFEHLbxr2Wp/GtZKqbwcBrdczcthg/HaDYzccJOUibtLnWs5DF1mDC+fsDX9mYllebYoFZensv32WIxlXZamf0SE60MGWIlISEBu91NRMTv5OSci8Vi8F1TRERE/PO+GEifPx9nTg6miAia3HOP78WAiIic3T7M/B+fZRXuTJ/nLGBB6rcYDAYGt7oegPcO9GZS2sUAmE0FdGYRt6e/icMZAsCYA/GMP3r+uueeJ+3113zjuXJz+WfmTNxuaPPYo3x1+Fvq9igZWAKoe8NGvjr8Lc25noc+eJztT+zgw/fNxPfYiDncgSPXTManLbml9lU8NCvw17FVXdCCUDVr1uT7778nJyeHiAj/hbmys7P57rvviIuL8x07cOAAMTExwZqGVCFlbVN56WfrITeXtNdex2g00XrkSBrc/hddzl9S6ngNmnUDAv+fNyUlgwkTSg9qebOSnE43Y8bsYsYMzy5+9er9SWJiHJMm1S0WpAqkn8lkwGTCF3QCz9dFvxcRETmbFH1TyLtc3W53YzC7sdvdxd4U8r555Ts3J8fzvcFA65EjT/ncRUSk8ihwOfjmwJ9+2xam/0j/5l0JNYWQPK4+TybXJy0tjbzcfJJ2wu69nYiIDAMKEwOcNhub/zMPf29xbHpjLi2HJtGj+fm8t/Mbv9c0hTno0fx8AMwhZqZObURIcnemD26HPTSPkIIIEh+IJyWlbqVf0RNMQcu7uPXWW8nMzKR79+788ssvJdp/+eUXrrvuOvbt28ett94KgNvt5s8//6RFixYl+suZz5aZ6dum0m4tTF1c1bUFS/u0x27xPJ7pc+fiyMlhQMtuLLvuWZZd9yyfX/U0AJ9f9bTv2ICW3cp1/eTkeAoKOlJQ0JGcnHMByMk513csOTkegDFjdjFlyh6ysz1/IWdnu5gyZQ/JybuKjRdoPxERESmUkpJBSMgaQkLWUL26p0RDx46HadXqECEha0hJ8Wwi47TZSJ8/3+8Y6fPm4bTZTtmcRUSk8jmQfwSby+63Lc+Zz77cg4DnjQ1vIoDRlU/0vhyMznzfMW9A6OC23ZgceX7HMznyOLhtN0u2/4rbf7lf3G5Ysv3XwnNMBiZPrseqFbF8+W5d9uzsxOTJ9c6qABQEMQg1YcIEOnfuzIoVK7jwwgtp1KgRl1xyCZdeeimNGjXiwgsv5Mcff+S8885j/PjxAKxdu5Zq1apx++23B2saUoUYYmNYc5n/bSp/v6QJMyZdy/c9WmPPy2X9s89iMhgxG02+D6DY9+UtXF70l483E6no9yaTgbw8ly+z6VjTp+8ttvQukH4iIiJSnL83hf76K5oNG6KLvSlky8zEmZPjdwxnTg62zMxTNWUREamECt7/LxZbycLfABabg31vvOX73u10sueNN9jW924Gpyxl+f9dxvpnn8XtdPr6HHDGkOvyX3cw12XlgDOGQa2u5a6m/+e3z13NrmRQq2tLHLdaDTRsaCIs7OysxRK0u46IiOCHH35g4sSJ1KtXj+3bt7Ny5UpWrFjB9u3biY+PZ8KECfzwww9ERkYC0KFDB9avX8+DDz4YrGlIFXKQAgpCS18R6s2K+vH61piOWeJZdLeDipSRYfdlNh0rO9tFRoa9XP1ERESkuEDeFAI8RchLKflgiojAWmS3IhEROfssOtCHLZ+089uW/nE7Ptp/i+/7dc89z75338V9NIvWW+tp/fPTfH3qNY7i67ySQSSAr/Ouo17jKHAZGNDsOu5schVhJk9NqVCDhTubXMWApteC6+zKcgpEUENvoaGhjBkzhm3btrF161Z++uknfvrpJ7Zs2cKOHTtITk7Gqh1M5Kjqlijf/6hlWXNlSxKGJQHgPLrbwa3fTwDg1u8nMHP9pzjdFZNpFB9vITLS//8mkZFG4uMt5eonIiIiJ8ZktdLknnv8tjXp21e75ImInOUSkyL4bPQVnoCQ0fM6M8wYwp1NrmL97IEkj/PUD/bWevJn0xtzfcu7w8KMxPUbygcHevkyonJdVj440Ita/ZMICzOSkpJBWOgfDDknnu9uupH7J37NDzf3ZMg58YSF/uFbUi6FglaY/FgNGjSgQYMGFTW8nAGembyPTenNaXDL32X2yze52W/PoW6IlVkbPmdB6re+Nn+7HRQ4nDidRQqbmlzk5TtwuAqLg4eYA9tBJyzMSGJiHFOm7CnRlpQU50uhDLSfiIiInLhWI0aAweCpAeXdHa9vX1oNH366pyYiIqeZZxMoEw8mXE+fuM70+3Isc7uPIu6YTNlAaj3FtmgMwKTJDUg2DWfwi72xFhykwFqDB5Lqk5JSF4AxT9Ri9GM1AXDZ7SztlMsfP0eT0Ly5ZzyzXgceq0KCUL///ju//PIL+/bto23bttx4440A5Ofnk5+fT7Vq1SrislLFJCfHM8rZnzmbv+TD9O8pwP/63TBTKLHWKPKdBSzassJvn6K7Hdz7n0Wk1/3J19ZlMVz/3du+75vsuoh5999S7PyitZ0sluIBqkmT6mIweGo7ZWe7iIw0kpQU5/vFU95+IiIicmIMJs+OuS0SE7FlZnqW6CkDSkTkjOdw2HEVqdd0LKPJ8xrO7XSy/tlnSZs3jwdzc/n52RUk9O1LqxEjMBzt4631FG4suaGFt9ZT7NHvvcXEb775IA/+/gVf9HycmnGFS8NTX32ZTS+9VGyMf26+kX+Oft1i6FBaDht24jd+BgpqEGr9+vUMGDCg2O54/fr18wWh/vOf/5CYmMhnn31G9+7dg3lpqYJ8keq213OJsSFDUuf47de7ySWEmkLYlZNFnjPfb588Zz5ZtiPUjYhl9sCbcTp7AeBwObnum9F8ftXTvmLmRXcfcDrdjBmzy1dUvF69P0lMjGPSpMJtMr2/eEaNqkN09B/s3NmOatVKZlIF2k9EREROjslqJaJhw9M9DREROUWeX/AUn8YeLrW9R1Y1brm0L7v/M4f977/nO+6t9eR2Q5vHHgU8tZ6m5F1Lz4iPSozzdd513Ng4CgBHgQOnw5OsYHI7sdbJxuh2kJ9b4DlmNtIiMZHmQ4b4zk9PTwegSZMmABiMyoQ6VtB+Ilu3buWyyy7j559/pmfPnjzzzDO4j9mr8Pbbb8disbBw4cJgXVaqMIfDTkG+jYJ8G4ajy+dua9DFVycqzBTC3c2u4t6WnmJwNSwRhDr9F3YLdRqoYfFEpEPMJsJCzb4PoNj3RZfijRmziylT9viKimdnu5gyZQ/JybtKXKPo0ruyBNpPREREREREji83dQD/u+lW/nfTrfza+yYAfu19k+9YbuoAXPn5ZC78r9/zy1vrCeCN26awpF1rlrRrzdY7bwbghy7n+Y69cdsUDCYTRovF92EwmzGYzYXfm5SUcKygZUJNmDCB/fv3M3fuXO45WjTy0UcfLdYnJiaGNm3a8NNPP/kbQs4y096ezCc1DhU79t72wuV2l+8NZfC11/u+T5/+Mudu28iqri1KjNXx242k//MyrR95pNjxorvoeTOhvPLyXL4MqGNNn76X5OT4Cg0klbUEUERERERERDzGjmvImGRPBmxOdh43rFhMxu7ziYgMA8BohL++X4HZWXKJHfiv9ZR0ZACD5/qv9QQw6L1ROB2PAbA57R/YMpuua/4sXGGjek8nJGhBqK+++oqOHTv6AlCladSoEd9//32wLitV2Ig7n+Dho+t6U9NTcQFNGjXG4XJy/bLxDLv1MRwuT7vBYKDBzTdzaddXMAC/XZqA3WrGYnNw3vI0LvlsPQ2+nu4b2+l2MWvD5yza8iMAvZaO5+bGl3Bfq+swGTy/LDIy7L4MqGNlZ7vIyLCTkBAa9Pt2Ot2MHr2zzCWAIiIiIiIi4uEp5eL52mV0+D5bLIWvn/Y7qper1tPIkWEMHIjfWk8A5hAz5qObuYeEeXY7Dw0PKZHcIOUTtCBUVlYWl1xyyXH7GQwGbDb/0Uk5u5jNFjB7/mf+/OBaFu/7BV8FN+Dapcm+rwc070bf+pdiCQvnsk/Xc9FXG8mpZiXisA2L3YUpPBxrkV0PAtlFr1YdE5GRRr+BqMhII7XqVMwvl2nTbMycWZgB5l0CaDDA5Mn1KuSaIiIiIiIilU3RguN2u6f+b0F+YbzAaDJ5XjdSmGiwMN2TaHDbisn0blKYaFC7fhgL8rrTM2Jxiev4q/VUkGcvtdaTOaRC9nATghiEqlmzpq8IV1nWr19PvXp6oS3F9YzrzA1x55PQJMFvu8Fg4J+XpuPMzQXAYndRPSvX1+7MzSV19mxaDht2dBe9H/2OszB9uW8Xvfe3L6V690yyPzwHY4gDS0we9gNhuArMVL92Le9v383AlsEtoG+zuZk/339x9VOxBFBERERERKSy8FtwfHPhlz2yqvF4v/EAvL7uM95OX+Zrs7k8iQZul5sH296A1WrAclM/PnjfwPXRXxButJHrsvLZoWupf3/xWk9113o2xXIaDfDCjfzQ5TxMLk+d4l3tBzD4ozE43S5fnWuH2xMo867UAc9rVO8qGwlc0IJQl19+Oe+++y4rVqygS5cufvt8+umnbNy4kQceeCBYl5UzhNFgxAhlpjY2fWgIDQYOYs6tU4nbsIgwo408l5W9rW5mwPuPExLmWTq3L/cgec4Cv2PkOQvYl3uQelG16Nv0Km59s4B7/++/bIv7HVOYA2eemYZ7z2V2v95YQ0OCfp+ZmS5ycvy3VeQSQBERERERkcomN3UA/xuUAYDZVMD5Cxfza++bcDg9r8WufCIegHxnAe9vXAZ+XqK9v3EZA1tdA8CIRyKYU2M4D06/hRDb/jJrPaWnp3uCS6XUepq7aQlzNi8pdq2uX47yfT2gebegJy2cDYIWhBo9ejQLFy7khhtu4Nlnn+XGG2/0tWVnZ7N48WKGDx9OeHg4jxxTPFokEPNSv2HcmEx2fNmLEMN1xJgOcsBZnYItoUwZtIgJKbUY2LI7+2bNw9LQgd1a8vG22BzsmzWPeiNGkvryK8xK+5qdXVvgDX2ZwhzsbPgrE554m3sTutJy2LCg3kOtWkYiIvAbiIqMNBIfbwnq9cBTg8p1zIpDu93t+2w0olpUIiIiIiJyyhUtOP73X+tJ2kmJguMA2zIzcZSSI+AI8bSb8LyumTy5HiOGV+fa/04ts9ZTSJgFo9tzAX+1nvq16Ebf5l0BSEtPAyi2csdg0GuoExG03LFzzjmHBQsWUFBQwP3330+dOnUwGAzMmzeP6Oho+vXrR25uLvPnz6dp06bBuqycRW5tcDUHv2wPQIE7lD2O2hS4PVlDB79oz60Nrgagac9edFqe5neM85an0bRnLwAaPTiYtd3P8dvvj+7n0OjBwcG+BaxWA/fc4z/TKSkprkKW4qWkZBASsqbYR6tWh2jV6hAhIWtISckI+jVFREREROTs5XS7cLicpX443Z53yU0mAxaL58NlKl5w3GIx+N4sz0vNxmJz+L2WxeYgLzUbt9OJ2+HAZbcTavbUego1O3HZ7bjsdtxOp9/zS2MyGDEbTZ4Pw9EPY+GHluKdmKBW2+rduzfnnXce//73v1m6dClbtmzB6XRSv359rr76ah555BGaNWsWzEvKWSRzt7PM3ewydzuJTDCzffFiLv1sfam76G1vuJjWjzzCfntOmcv29ttzqG0JKVwH7HJjMHl+mRpcnl+GJ7IOeMQIKzEx1Zk+fS/Z2S4iI40kJcUVSxENpuTkeJ580pPGare7iYj4nT//rIbFYiAhIcH37oKIiIiIiEgwvLnxK9785+tS2/s368qgVtcChQXHP9z2A1Cy4DhAQtuGtH9/G791K1lDuP0P20iY0JC1L0wla8FbrKOw1tM3F3Ty1XpqlphE6+EPB/dGpdyCXvK9cePG/Pvf/w72sCLEx1vK3M3Ou5St1cMP47bbMc6aVWIXvab330+rhx8GoDohhOQ7KAgt+b9BSL6D6oQwZ+MS5v5TuA64y2Lo9vXbvu/7NevGva3Ktw7YmyI6alQdoqP/YOfOdlSrVnHbfBbdztTL+85C0S1NRUREREREguHCLzYQ+8rHgCcg9O/nb+DhRz7xBYSaD2kAR4NQxys4DhAZE07ztHZYvl5TItGgcXonImPCee9gb15O8+yEbjC5uJD3uSX9LdxOTyBrzIF4xp+qH4CUSvsOSpURFmYkMTGOKVP2lGgrupTNYDLR+tFHMZjNpM+biyUrF1NEOE3u7Uer4cMxHI3IODP30/GHNFZ1bVFivE4/pOHstJ/tb7fmf1Oq0eDOv6hz/T++4uW7P2vG9rfP4cpR9WAintTPo4WXXHY3JjxpoC6OZkwZjb7rFr2fop9FRERERETOBB8c6MOkfzwblplNBXRmEXelzvEVHB9zIJ62BFZwPNTkaRy8aByzbk6h4xeLcFYH00E41OJm7luUDEBiUgRDHoogISEBh8tJt6/f53DO+b5aT1oBUjkoCCVVyqRJdTEYKHMpm9Ptwm2A5iOG0/CB+7ntw0d5r8+zhIZH4AQMbhcmg5Hn33Bw/ifpfpftnfdJOs9HObg99hNyHlxaLFBlCnNQr88Gekd/zO0xVwMPs2nGDDa99JKvz0cJsKRd4bxbDB0a9CLnIiIiIiIilVHyuPo8mVwfgJzsPG5YsYjdezudUMHx5vGeccwhZh78dAJ7tg/l7ncn8dbtY6jdINbX37sCxGIx+MqnWCwGzEat/qhMTjgIZTp2fU85GAwGHA7/RcVEyhLIUrYSW2nWjKD7d+N933q30qx/50b+3NuAyz5dX2LZ3k9dm5Nw50aaNHuAtd/sBj+1o/7ofg5NrnoAgBaJiTQbPJiN//43WxYswJmbiyk8nMZ33UXLhx/GaDk1u94VpV3vRERERETkdChaEsRlLF5wvChvwfHSdjbPS82G+OLHI2PCsbU2EBkTXiFzl4p1wkGoBg0alNiS0O12s23bNt/31atXB+DgwYO+Yw0bNtRWhnLSylrKVnQrTX+8z1+XrzdR85vNuACz3UX1rFzcgAu44JvNtGyzif2N/nXc4uV1Q6wYTCY2TZtG6qxZvnZnbi6ps2ZhMJtpPXLkCd9raVJSMpgwYXep7ePG1WH8+MCKnSugJSIiIiIigXC6Xb7NmwAcbs+ucw6X57N38yZvwfFF6T8CcPuKydx8AgXHARwOO66ju9sV5Nt8n71BLeNJJMnIqXXCQagtW7YU+95ut3PzzTfjcrlITk7mjjvuIDIyEoDs7GzeeecdJk2aRLt27Vi0aNFJTVqkLCaDEQKIl7RKTKLlkIcAcNps5O/dS2hcHCarFfDUcSrASajTQL7JXeL8UKeBWGsUAHnZOaTPm+f3Oulz59L4gQcJi4w4wTvyz9+udzk55xb+Ii7HmudgBrREREREROTMVerOd+s9n7w7381a/xkL0goLjucdLThucMPgNj2AwAqOAzy/4Ck+jT1c7HI3/pTi+7pHVjV6X3I3Ltw4XE5fQMz7GU5sZ3MJvqDVhEpJSeG7777jr7/+olGjRsXaIiMjue++++jWrRvnnHMOEyZMYNKkScG6tMgJMZhMvmLhRosFS1RUiT5mm51Oy9P46YomJdo6LU/DfI0LTDDilflcl5vr9zrO3FxGvDKfVx97IKjzL2vXu/IKZkBLRERERETOXIHsfJff/Co+3Pwd+ElQ+mDzMvq37BZwwXGA3NQB/G9QRqlzuvKJeP7bciWL9/3iC4YBdP1ylO9rb1kWOb2CFoRasGABV199dYkAVFGNGjXi6quv5u2331YQSqqE3D276bJ4LW67vURkvstn68lN2k1Uo8ZMG3IPy+a/jDM3F7vFWKy+lCk8nGlD7qnQeebluXyfLZbyp6IGM6AlIiIiIiJnrkB2vht0aJ/f1SQA+SY3mYf20aCGZ6WFt+D4Lyt78sSK+SUKjgOMHdeQMckNS52T0QjpW+zcEHc+CU1KLu0DVBaokghaEGrXrl106NDhuP0MBgMZGaVHMEUqkw8OrSU6xOS3eHlBqIkPDq1lII2xhllpeNedvJmxgtVFglWdlqfRv+4lWMM8S/zcTie43bjsduxH8qhr3on9SDNMUZ5dIgxGoy87KxBOp5sxY3YxY8ZeAOrV+5PExDgmTaqrGk4iIiIiIhJ0/na++98vNWh7TmvAExDaszm1zILjpsxcqFH8eFg1a6kFx/29aX4so8GIETAbVR+qMgtaEKpBgwZ888037N69mzp16vjts3v3br755hvq168frMuKVKh+7Xqwof960l57HcvR4uVerQbcS6t2nrXMm2bM4M2MFazq2sLXbreaWdW1BYavf+TeGWG0HDaMjPnz2ff2Av5ye8pWzWwISzuDG3AboPlDibQdPjygubmdTp4cvYupz+71HcvOdjFlyh5wuZg8uW65AloiIiIiIiLHUzQgZLdnE7U/F0ednGKrKHLdcbT7YRurSyk4nts2Dihe5Nzp9qzuKFrTqSLqOHmv6XA7SxRVr6hrSqGgBaEGDBjAk08+yWWXXUZKSgq9e/fGbPYM73A4WLhwIWPHjiU7O5vRo0cH67IiFcroctNq6DAMbtjy1ls4c3MxhYfT+O67aZk0FKPLDSZo9OBg1n6TAX520vuj+zk0umowAC/GNqXFVc25cOlmX7vh6MdPVzVnUXg9/Jc3L2nttFd48blOQFiJtn8/u43bay6mw6NJ5b9pERERERE56xy7692xigZnHA47U9+ayLdRhyioEc5jW+dz1V8f8/jdYzGbLdRrHEX2B0250LCxRFmT/R+0ot5UTz3eOeu/ZG7a0mLX6fHDWN/X/RKu5t421wX1PuduWsKczUuKHVPtqFMnaEGoxx57jNWrV7Nw4ULuvPNOjEYjtWvXxmAwsHv3blwuzwPdq1cvHn300WBdVqRCbZoxg00vvVTsmDM3l9TXXyf19ddpMXQoLYcNY789hzw/ASiAPGcB++051A2xMvHK80id9Sz+frVfsnIn//f89QHPLfKmQdge2+C3zeYOI/KmQQGPJSIiIiIiZ7dSd707yrvrHcCU+RP5Ki4Hb0jBHmrmy9AceGsiT/ZPISzMSK2+w9g56yUGffEVrupgPAhf7buG+vcPJSzME8yyj/mNR/78uNRrZrSLgUXBDUL1a9GNvs27kpaeBlCihpRqR1WsoAWhTCYTH3zwAe+88w6vvvoqP//8M7t27QIgJCSEiy66iMGDB3PXXXcF65IiFa5FYiLNhwwptd1wdNu4WGsUYaZQ8pz5JfqEmUKJtXoi/YbDh3Dn5fkdy5mbi2t/FkRGBDS3uvWtREYayc52lWiLjDRSt741oHEqgtPpxuXy7LTnj9GIalaJiIiIiFQigex6R6tryc05wrdRh/AXTvgm8hDDc44QHhHFpMkNSDYNJ2n6LYSk76fAWoMHkuqTklLX1/++d0fjdDwOQHp6OgBNmhTuTG4yB39ZnMlgBAOYDZ41haohdWoFLQjldccdd3DHHXfgcDjIysrC7XZTs2ZN39I8karEYDIFVFcp1BTCzY27sCD12xJtvZtc4tt+1BQdjTEsDFdent9d9EJji+8Cke8sIMt2hFhrlG8Mr7AwI4mJcUyZsocQQz4xpoMccFanwB1KUlKc792Fory76Nls7lJ3vjvZnfYAZsyw8dJL+cAav+3jxtVh/Pi6fttEREREROTUC2TXu7ZAenqa34Lj4KmLm56eRttzOmAyGZg8uR4jhlfn2v9O5Yuej1Mzrvgb7uYQM+ajL3NCwiwAhIaHHDusnEEqrNqW2Wymdu3a1KlTp1IGoHJycpg/fz5JSUlccMEFhIaGYjAYmDJlSrnG+eGHHzAajRgMBh544IFS+9lsNsaNG0eLFi2wWq3UrVuXgQMHsmPHjpO9FakEnG4XA1pcw51NryTsaLAozBTCnU2vpH/zbr4ie1kffojDlsf3PVozY9K1vD62KzMmXcv3PVpjz8sldfZsnG4X+U47r677hBuWjOW2ZU9xw5KxvLruE/Kddt9YACkTavPq9YuZ3+heZjVMZH6je3n1+sVMHF+7+PycbkaP3km9en8CcPHFh3n22TycTnepferV+5PRo3cW6xOoxEQrGzZEU1DQkZyccwHIyTmXgoKOFBR0JDk5vtxjioiIiIhIxUkeV5+8gs7kFXRm995OAOze28l3LHmcZ4Mxg6EeFpvD7xgWmwODoR5Ot8tXYNwS6sZaJxtLqNt3rOhrGjm7VL7o0CmyefNm+vbte1Jj5Ofnc//99x+3n81m46qrrmLlypXEx8fTs2dPtmzZwpw5c/j000/56aefaNq06UnNpaqr6su3/BW3y3MW8Hbqt7yd+q2vuF3cXXex7OomrDr4h6+fdxe9Zvfdx42te/AfP2ux85wFvJ22jLfTlhVbi735xReot36BL5wcZrRRb/0CNr9UjdYjR/rOHzNml2fXvKNyc2HmzHxiYnYxeXI9v328O+0ZDPj6BMq7Y0bRbCuLxVBq9pWIiIiIiFQMl9uFC3exHeCK8hYc97frnd2ejcUSXqx/k4QaRL1sZr+fUk1R31hocn2N01JwXKqGEw5CdenShfHjx9O1a9cTvviXX37JxIkTWbly5QmPcaKioqIYNGgQF1xwAZ07d2bhwoU89dRT5Rpj0qRJbNq0iUGDBjF79uxS+02ePJmVK1dy0UUXsWTJEiIjIwGYNm0ajzzyCAMHDuT7778/qfup6gJZvpWcHI/raMDcG6wqGrQ6nYEqb3G70niL29kNbr49vM5vn0Xb/8eA1tfS6ct1LKjv8JviarE56PTlOmh1LU6bjfT58/2OlT5vHi0SEzFZreTluZgxY6/fftOn7/VlJR2vj7/lfSIiIiIiUrktzvyZ/2b9Cuv9txd9k/vYXe9uXz6JK49E+3a9A09ZkNZRQ/nr45fI7ebw7XwXvsRMmxpJhIUZT0vBcakaTjgItW/fPrp3707Hjh3p27cvt99+O7Vq1Truebt27eKdd95h/vz5rF27lpYtW57oFE5K06ZNiwWO/vvf/5br/HXr1vHMM88waNAgunTpUmoQym63M336dABefvllXwAKYMSIEcydO5cffviB3377jfPOO+8E7uTMkJhoZcgQKwkJCdjtbiIificn51xf5ozRCCkpGUyYsLvYeRERv/u+Pp11hrzF7Y7noCMHm8vuty3PmU+W7Qjv5nTDbp3jt4/daubdnG50BGyZmThzcvz2c+bkYMvMJKJhQzIy7H6Ll4Mn2ykjw+77uqw+CQmhx7k7ERERERGpbC78YgPN3jl+wXEouetdwTG73nk9NbkRycmP8Nr9WwgL301Odm0eHNLEV3S8aMFxfyqi4LhUDScchFq3bh0zZ84kJSWFhx9+mBEjRtCqVSs6d+5My5YtiYmJISoqisOHD7N//342bNjAzz//zObNm3G73dSuXZuXX345oOVslY3b7ea+++4jOjqaqVOn8vHHpUd4f/zxRw4ePEjTpk3p2LFjifY+ffqwdu1aPvnkk7M6CBXI8q3k5HiefLL0WkLGKvB7rLo5AqvR4jcQ5d1Fb0xSI3ouKT0TakxSI8/XsXGYwiNw5pYMRJnCI7DExgEQH28pcxe9+HiL7+vj9RERERERkarlg4N9ePmfHkDZBccD3fUOKFF0/NVzb+P88wtLeBQtOC5S1AkHoUwmEw899BD33XcfH3zwAbNnz+bHH39k3TrPUiPv8iPwBG2851x++eXcd9999O7dm5CQqvlUvvrqq6xcuZJ58+ZRo0aNMvv+8Yen9k+nTp38tnuPe/tJ6YquUa6qQoxmroppx2dZq0u0eXfRO5yxk07L01jVtUWJPuctT8PWLouoatWY/OwB0nd2pU/M4hL93t3ZjZ+fPcD48WHFdtE7VtFd9ALpIyIiIiIiVUtiUgRDHoogISGBnOw8blixiN17OxERGQYUvpkf6K53RYWFGbHWycZqVe1XCcxJFyYPCQnhrrvu4q677iI7O5sVK1awdu1aMjMzOXToENHR0dSqVYsOHTpw8cUXF1uOVhXt2rWL0aNH83//93/cc889x+2/bds2AOrXr++33Xvc20/OfH1qXUhMTAwL05eT5ywgzBRC7yaXcm9LTwrsnNS/Oe+TdAzAb5cm+NZYn7c8jU6fpDPnmr95rGUTkpPjcY6ayuYX67D1rXk4c3MxhYfT6O6+zB42HJPFE7FzO51MHBcHLhczXskiO9tFeDj0vcfChLFxuJ1ODCYTkybVxWDw1IDKznYRGWkkKSnOl1IrIiIiIiJVT9FVJ2UVHPfuelfaigyDwZPp5HDYcTk9Rc4L8m2eY3a772ujyeSrHyVyrKDujhcZGck111zDNddcE8xhK5WHHnoIm83Gq6++GlD/7OxsAMLDw/22R0REFOt3PG3btvV7PDU1lYYNG5KWllbseFZWVkDjVmT/8vbxFhtPS0s743ZT895n19jWdGmWwIMbZzGtWT/CTaFsTd8CwHWNWvJCbndu+nQxF321kZxqViIO27DYXSzO7cXwRi1JS0vz7XJh6XMT9a75P9YMHkDH1+ZgiYpmy850jBgwGoxkzpvH3vnzuRg4r6aFwzHVqGY6TOjXdr5sC3H33EOtoztF3nsv3HZbJOeee5gff4wkKiqfrVvTT/g+AY4c8SzxW7culaio8mVUlfd5PNlzy3NOoH2D9f/ImaAy3GdFzyGY4+v5P3NUlnusCs+/2+HwjWUwn9ifqVXl+a8sz0VFqyz3WRWe/2CMVRmef/3uL3Qq7tPpsONy+6/tCmA0GDl46DBOp4M3v57JjzVt2GuEc9vySVyyz8o9/zcIkzdgZHAT9W1pu96Zoc0h0tIOM//r11lar6BYe9LOubDT8/XVO0O4p2v5y+6c7M+rIl/76m+fQna7HYvlxIOMQQ1CnUp9+vThr7/+Ktc58+bN44ILLjjhay5atIjFixczduzYgAuqe5ciFl2e6K9dCtlsbt/nMy0IVVSI0Vzss++4yY3p+nv44CMD10d/QfWsXHJdVhYfupawm+8mxOT5+fx37y8s3vdL4YnJXWHH275vb6rZmV61/kXcXXdR87bbyJw3j/0ff0yoLQtCrYR3606jwYNL/JHvTaU92ZRapxOefTaPefPyAbj44sP07RvKiBHW07aLoYiIiIjImeSd7+bwdd2CUtu77grh2o69WfzLB6xoAt4QgD3UzLJ6Dvj2Dfp3ewDw/P0f7+qL8+N5JXa9q2vq63t9kPX37fzvIVup1+w4xAqlbxwuZ7kqG4TasmULGzduLNc5ubm5J3y9w4cPk5SURPPmzRk9enTA50VFeQq35ZSyi5l3ToEuU/z777/9HvdmSCUkJPhtL+14aSqi//H6OJ1uZs0KZcaMvQBcckk2iYlxTJpU94wJWnizlxo2boTD5YT10LBRI8xGz9I5g8HA7Jsnc90fc1ngvo37ts0g3Ggj12XlmmrfcPO3t7Asqx+DPxrDsIYNCNsQzjtbvi9xnTsaX879ra7zpcGuf/ZZst5/v7BDvo3cTz7BXr8+rUeOxO104nZ53kGx292YyKJxgwa+IKDBaMRQzoJczz6bx8yZ+b7vc3Nh5sx8YmKqM3lyvTLOLKm8z+PJnluecwLtG4z/R84UleE+K3oOwRxfz/+Zo7LcY2V+/l12O+uA2NhYDGbzWfH8V5bnoqJVlvuszM9/MMeqDM+/fvcXqsj7fLzfRB6xFy6Nu/GnFD6+KJmQUCsAZouJ1H828nO8A38v/3+saWNU7ThfwfGXX3YX2/UuL7cOgx9oTEpK4WuyF15w8/zzhWN4V+N479No5KRev53sz6siX/vqbx9OKgsKqnAQ6tdffz2l11u9ejW7du2icePGdO/evVjb7t27Afj444/ZsGEDzZo1Y/bs2QA0bNgQgB07dvgd13vc2+9sNm2ajZkzD/m+z852MWXKHgwGyh20qKx82UvrC491/XKU7+sBzbsx6L1ROB2PcS2Ql+ciY7eD+DpmwsK6AGN925muf2UGH9ZNBz9rtj/c8A2XfptGu6HDKcjLJX3+PL/zSZ83l6YPDSH99Vlseukl3/GPEmBJu8J+LYYOpeWwYQHfp83mZv78fL9t06fvJTk5XsXORURERERO0tNP72PCBM/rUbOpgAsXQ63aG307340bV4dLL9kVcMHxY3e9+6Jnd2rGRRQ759gNo7xvXJ/Jq1gkeKpsEOp02bJlC1u2bPHblpGRQUZGBgcPHvQd69DB8z/z6tUld0Mrerx9+/ZBnWdVc7YELXrGdeaGuPNJaOI/6m0wGDAZjL7tTEPDoXqs/7FqDLgL+/dT/LbZrWZqDLgLgLdXLSI2x5NxZ7cYi9WYcubk8vaqRfRLTKTZ4MFs/Pe/2bJgga/IeeO77qLlww9jLGe0OzPTRSnJf2Rnu8jIsJOQEFquMUVEREREpLjk5HiefDIegP2HDtPnf7Bjd2tqRFcDPFlJ3yzNDKjguNPt8pWLsYS6sdbJxhLq9qzgoPC1isjJUBAqQFdccUWp9ZvefPNNBgwYwODBg5k5c2axti5duhAdHU1qaipr1qyhY8eOxdo//PBDAHr06FExE68izpaghdFgxAi+5XcnIyYsmjBTCHnOkmvAw0whxIRFA3Dnv25mSeRUvruiEauL7LbXaXkaV3y3lTv/dTMGk4lN06aROmuWbwxnbi6ps2ZhMJtpPXJkueZWq5aRiAj8/jeNjDQSH6/dMkRERERESlM0IOSPNyBkMhnA6GLWhs9ZmP4jAHf//DS9m1zCfa2uw2QwUr9BFFEzSis4bqHJ9TUAmLP+S+amLS3W3uOHsb6v+yVczb1t/AwiUg4KQlWwkJAQEhMTeeqpp0hMTGTJkiW+HfGmTZvG2rVrueSSS+jcufNpnunppaBF+b2busxvAAogz1nAu6nLGNiyOyFh4fwx/CZW1Sz84dqtZlZ1bUGNjp3oERaO02Yjff58T9sx2VLp8+bRIjERk9Ua8NysVgP33BNarCaUV1JS3BmR1SYiIiIiUlHe3PgVb/7zdant/Zt1ZVCrawF4fd1nvJ2+zNdmcxWwIPVb3C43D7a9ocyC421qJPn+NreP+Y1H/vy41GtmtIuBRQpCyck5q4NQvXr1IiMjAyiszfTKK6+wePFiAOLj4/noo49O+jpjxoxh6dKlrFy5kubNm3PppZeydetWVq1aRWxsLHPmzDnpa1R1ClqUX78W3bir2VX8Z9NXfLTlR/KcBYSZQujV+BIGtrjGl21lK7DxfW07OEuO8V3tAkYU2LBlZGDPzWF5j9YlsqUu/Ww9RzIyqN6kSbnmN2KElZiY6kyfvpfsbBeRkUaSkuJISakbjNsXERERETljXfjFBmJf8QSEnEYD/37+Bh5+5BNMLk92VPMhDaDVteQ7C3h/4zIIKTnG+xuXMbDVNQA88kgUc+b4Lzjudd+7o3E6Hi91Tt7atCIn46wOQq1Zs4atW7cWO7Z9+3a2b98OQKNGjYJyHavVyrJly3j66ad5++23Wbx4MTExMfTr14+UlBQaNGgQlOtUdQpalI8n/dbIg617MLBFN7JsR4i1RhFqKv4v0K+zZpDXqPSMqV9nzWA2dYm5sS2/XtnM1+bNlnKZDHz0+U+8+VD5glDeooajRtUhOvoPdu5sR7VqJ78MUUREzixFl5y4XE6cRgMOtxOD24DD5VQNEhE5K31woA+T/ukCeAqOd2YRd6XO8RUcH3MgnrbAtsxMHH4CUACOEE+7icAKjptDzL7atCIVJehBqL/++ovZs2fzyy+/sG/fPnr27MkzzzwDwIoVK/jtt9+4++67qVGjRrAvXW6lFRgvr/79+9O/f/8y+4SFhTFx4kQmTpwYlGueiRS0OHGhphDqRvivYH7+fYmEfTO+1NpR59+XSAc39PryN6DkuvO1l7fgo+43A+B2OnG7XAA4bTby9+4lNC7Ot1TPYDRiMBX/b+bNYlM2m4iI+DN30xLmbF5SeOCFG2Hz0RqF6z07xw5s2d3/ySIiZ6jkcfV5Mrk+4C04voitu9sVKzgOkJeaXWbR8bzUbMLjzbjwFBhXwXE53YIahHrmmWcYM2YMDocD8DzM+/bt87Xn5uYyfPhwQkNDGTx4cDAvLWcQBS2Cyxpi5ebGl7Ag9dsSbb2bXIo1xErWkUzyTf4LH+ab3BwuOExUqJUNL03nnxnTS71Ws8QkWg9/OFhTB8DpdGO3l16U0Wj0BDBFRKRq6teiG32bdwWgIN/GNd8kM7PZICyWEBKaJGAw6He8iJw5TqTg+KKjBcfv+flpbi5ScBwgoW1D2r+/jd+6ldx9u/0P20iY0JBX133Exwd+g/WFbSo4LqdL0IJQ//3vfxk1ahRNmzbl+eefp0uXLsTFxRXrc/XVV1OzZk0WL16sIJTIKeJ0uxjQ4hrc4KsdFWqwcFWNc+jfvBtOt4v9cxZgqVv6Oyj75yyg3tDhvHugF1sPbaF39CclCpgvPHQjjQ70YkKQ5z9jho2XXlpTavu4cXUYP15LNkVEqiqTwQhH40yuo/UMzQYjZoMpKLvJiohUJuUpOD5r/WcsSCssOJ53tOC4wQ2D23h2V4+MCad5WjssX6/htyK1Xc9bnkbj9E5ExoRjmfQ3j/yjguNSOQQtCPXCCy8QGRnJ119/TePGjf32MRgMtGzZkk2bNgXrsiJyHCWWOQD5bjufZ63h8y/WMKB5N/oOSaTPhs95Z8v3Jc7v0+oqWt/k+UepQe8/OGfh53x/dckC5tcv/YxDvf8PCE4tNa/ERCvPPdcGALvdTUTE7+TknIvF4nnFYlTCnIiIiIhUERd/tZHYGaUXHG+Z2NBXcPzDzd+Bn1j8B5uX0b9lN18t2MGLxjHr5hQ6frEIZ3UwHYRDLW7mvkXJAFz3Qn9czn40KWWjIRUcl1MpaEGoNWvWcNFFF5UagPKqV68ev/76a7AuK2cIp9ONy+UJMniXXhVdgqUlVyfu7qZduaPx1YDnZ1q9+h+sWROF2WIgoUkCJpOBealf+w1AAbyz5XusllAGtuzObdXbM+HqFqzq2sLX7i1gbgDGVm8f9PmbTAZfwMnLYil5TERERESksmv+YCIJ9w0BPEuQ/71iPN3+9xshoZ4aq96AUOahfWWWy8g8tI8GNTyrAcwhZh78dAJ7tg/l7ncn8dbtY6jdoLBerDnE87I/NFxVx+X0C1oQyuFwEB4eftx+e/fuJSRED78U51lylQ8ULruKiPjd97WWXJ24yZP2MGHC7iJHjJzbPufo12sZN64OyeMK63HkO+1k5R8mNrQaoSYLgK8eh6lmLGsuK7neHGD1ZQmYanr+sXM7neB247LbcdndmHB4vj663sJfAfNTxRvw9MdudyuzSkREREQqzKTJmb6/zS1hufzrfYittxZ7nue1tPd1jykzt8yC46bMXKhRvMaUNToUW2sD1ujQYkXHRSqToAWhmjZtym+//YbT6cRUyovLnJwcfv/9d9q0aROsy8oZIjHRypAhVhIS/Ac4FBg4ccnJ8Tz5ZHyxY2lpaQAkJCR4sswMBl89DrPRRITF6nesA648CkL9/9ooCDVzwJVHOFHsmf8WWQveYh1gtxiZ09nKZ508taOgsIB5WQEh8ASMgp0Bl5KScUxQrrihQ0N58cWgXlJEREREBPD8bT7qidr8Z/MXfLT1R2wuuPzDT+nV6BIGNr8Wi8nzwifXHUe7H7axupSC47ltPfWX56z/krlpS4u1H1t0/Eprqwq8I5HyCVoQqk+fPowfP57k5GQmT57st09ycjIHDhzgtttuC9Zl5QxhMhkwmdASqwrg/dkW5f05l/fnvW/OW2UWMN835y3qDR3Buwd78dr2bnQb+CE5Vzt9taMilppY8p8+jDpQnwkEFhAaNiysXHM8nqJBuWNrTKWlpSngKSIiIiLl5m/XO4fbk43kcDmL7Xo3a+PnvJNeWHDc5irgnfRvMRkKC47XaxxF9gdNudCwsUTB8f0ftKLe1CgA7GN+45E/j1N0/DkFoaTyCFoQ6pFHHuG9995j6tSp/Pjjj9x4442AJ+NixowZLF68mG+//ZYOHTrwwAMPBOuyInIK/dqtNXs/KqB6u8wSbXs31+XXXq3pADS4Yz29m3zB9uY18f6asVvNHOwBvVu+RoNr7wQalRkQAtiyJS3o91BaUE51pkRERETkRJW56936wl3vAi04HhZmpFbfYeyc9RKDvvgKV3UwHoSv9l1D/fuHEhbmeef0vndH43Q8Xuq8TGYj23ZsO+n7EwmWoAWhIiIiWLZsGf379+fLL79kxYoVAPzwww8sX74ct9vNVVddxYIFCwgNDQ3WZUXkFLqtYVcefro2sTetIb7HRszhDhy5ZjI+bUnW4o7cNsxTmPzaqDZ80fAnv2PsaVid2+pfBIARFwY86/HstjzqmneCrRkmS5iv3e+/0CIiIiIilUigu96Vp+D4pMkNSDYNJ2n6LYSk76fAWoMHkuqTklJYK9ccYsaskstShQQtCAVQq1YtPv/8c/744w++/vprtmzZgtPppH79+lx99dX861//CublROQUy9ztJPsIZM/vyPb32mGJycN+IAxXgdnXHplg5sD+3djLqB21J2MbUc3bsWnGDDa99JKvbWZD+KZzYd+4e+4h7q67cNntAJWuyLmIiIiICBTf9e5I7hH+/b+naPzu+0SEhNOkSRPfrnflKjhucDNxUh2GDovihk+e45MbRlIzLgI3Lpxuz/I+kaomqEEorw4dOtChQ4eKGFpETqP4eAuRkUays124Cszk74nytUVGGomP9+ymF1OjDpa9Dr+BqJB8B7XjGwLQIjERZ14eqbNmYbcYyalmJeKwp4B50/vvJ/Tmm9m7YAHr5s/3nf9RAixpVzhei6FDaTlsWAXdsYjI2eV4G0YYjQR9wwgRkTPBpMmZTEjZRaO7/6Bujw2YwiDpn7fZ9Wkrtr51hHHJdRk/vu4JFxy31oFbfhnv+75fwtXc2+a6Cr8vkWCrkCDUsQ4fPsymTZuoX78+derUORWXFJEKEBZmJDExjilT9pRoS0qK861N/yp7HXW2HTxaE6q42tsO8sHOnxjYsjv2gnzS3lnA9z1as7pIwcVOy9MwvP0WLW7oQdxdd3HBk08CcGBfFp/37Mp1//2amJqxgCcTqiLl5bnIyLATH2/x3Z+IyJnqeBtGeLcOD4S/Ir1FeYv0iohUdoH8PktOjqdWn994Z8vfvuOmMCcNbvmbxx6txeDW5wFBLji+SEEoqXqCFoRasmQJ7777LklJSXTs2NF3/JVXXuGRRx6hoKAAg8HAww8/zHPPPResy4rIKTZpUl0MBpg+fS/Z2S4iI40kJcUVW5t+Y41OXNutLYt+fp9l1Q5TEGomJN/B/x2uxoj7XyYk1ArA26sW8dcVjVjVtYXvXLvVzKquLTAAaf98x3Vtr6HA7eS5tyexLOowBWO78ubKyfzfkWqMvHMMFqMJEyXfvbfb3cU++3v3Pi/P5ftssRQu6XM63djtbsaOzeDVVwvv88EH45g4MV4FzEXkjHW8DSPKE/efu2kJczYvKbV9QPNuDGzZ/aTmKyJyKpRZdBxP0fG7m1/FotTv/JYzXZT6HYNaX4OJ4BYcF6mKghaEmj17Np999hkvvvii79i6desYOnQoRqORCy+8kPXr1/PCCy9w+eWXc8MNNwTr0iJyCplMBiZPrseoUXWIjv6DnTvbUa1a8X9ts95+h73z59MBaHPMMrtvJr3jW0J3c8frmJ/1s9/rrL4sgb6NLuK/e3/ht48nFttpryDUzFehuax7+X6uvu5OBrbsXuzd+xBDPjGmgxxwVqfAfQgo/u690+lmzJhdzJixF4B69f4kMTGOgQPdmEwGv5kA2dkunn12D88+u4dx4+rQt2/gPzNvUKusdi1vEZHKoKwdRMurX4tu9G3eFfBsT971y1F83X0KZqPnAgZD5fy9d7wlifqdLXL2ufCLDcS+4slKyg8xMWPq9SQ+/hmhBU4Amg9pQGatDio4LhKAoAWhVq9eTceOHYmKKqwRM2fOHNxuN2+++SZ33nknW7dupXXr1rzyyisKQolUcd53afwtUYu76y7i7ryTJk2a+D3Xu4Ru7Vv/oaBR6QXMt322mGtu7M3nZey0d0s9z057Y56oxahHYvhn+otse2cBztxcDNYwGt91N82ShmEOtfjOGzNmV7ElhdnZLqZM2cOhQ6GMHBnGyJG1ef75TLKzS74KiYw0MnJkbTIzt/qdkz8zZth46aU1pbYPHRrKsGFhAY8nIlIVGF1u3EejOUbvZ6cLo7twY4nKuAHq8ZYk6ne2yNnngwN9mJR2EQ3v/pM6PTZhwsmL429k96ct2PZWO8YcqMf9ARYcdzjsuJxOxo+LJXGIlZ5fvsh/uw+jZlwETkc+brcJs9niZxYiZ4agBaH27NnD+eefX+zY0qVLqV69OrfffjsAjRo14rLLLuPvv//2N4SIVHJF3x0+drkbFC558+5WZ7SU/Q9ox3uHEPbtRPKcBSXawkwhNL75NvZn7qAggJ32Ul99udhOewBuWx7pb8wi/Y1ZvuyrvDyXLwPqWPPm5ZOYaCUz0+E3AAWegFVmpqPM+zpWYqKV555rA/hf3rJlS1q5xhMRqQqK7oDqNBrghRv5/JxzfNuVV9aNJY63JFG/s0XOHIHWrkseV59at/7OO1vW+9pMYU7q3bKekY/WYXDrf5G+6XBABcefX/AUn8Ye9rVZ68Btvz/l+75HVjUe7zc+CHcnUjkFLQhlNpspKCh8IZmdnc1ff/3F9ddfj7FIAYG4uDj27vX/AlBEKjd/7w5HRPzu+7o8BWsB3tvyAxm/V6d6u8wSbRm/V+fLmLVcU6MNlszS31Xy7rTX9N57SZ09G2dubol+pvBwmt57r2fcDLsvwFR82V4oOTmQmeni/PPNvl0AjxUZaaRWLTOZJadcKpOpcCmLtw6Vw+EmPNzoaxcROdO0SEyk+RDPduUF+Tae/24c3des8dUF9LexhNNmI3pfDq6G+WAJPaXz9TrekkT9zhY5cwRau86B/bj1ngItOJ6bOoD/Dcoo9ZpXPhF/srclUqkFLQjVuHFjfvvtN9/3n332GU6nk65duxbrl5WVRWxsbLAuKyKnUNF3h/0p70Z1tza4mmFP1yL2pjXE99iIOdyBI9dMxqctyVrckWtujOLTvb8R8Y2Jg9eXPD/iGxMLmv/EAx26k5+V5TcABeDMzSU/KwtzRAR1ahmJinTTy/I210V/SbjRRq7LyueHurMo/3biYt0899yeMjOhnntuT7lqQkHpdagmTQo8aCciUpUYTKbCzFiXp26K0WLxmyXrdjrZMG0a6fPmMTg3l9SwFcT27EmTiRN9Y4iIBFvfpldxd+MrAE/tumu+Searq1J8teuMR3//ZB7aF1C9p0AKjo8d15AxyQ1LnVMFb/wsctoFLQh1++23M3r0aHr37s3ll1/OM888Q0hICDfddJOvj9vt5rfffqNly5bBuqyInEL+3h0+GZm7nWQfgez5Hdn+XjssMXnYD4ThKvD8atq3Fy5wd+LJ15twrfM9crs5fO8qhS8x8/kbtzNtZHsALHE1MUWE48zxkwkVEY4lriYA2994hVFRS2kXts7XHm600SdmMS3zNnFk4XkkJ49j1Kg6jBuXwSuvFO6ON2RIHBMmeHbH27o1vVz3WlodKoMBjiZpiYictTZMm8Y/M2f6vnfn5bHv3XfZEBND65EjT+PMRORMlvryK75lw7ZQEzzTg8/O64g13xM49y4bNgVQ78kZ42L8pLqMMz5M0ow+hKQfwBZSndv7RjEupS5OtwuTwRj0v6dFqpqgBaGSkpL4+OOP+eijj/joo48wGo0899xz1KtXz9fn22+/Ze/evTzwwAPBuqyIVGHx8RbfsjdXgZn8PYUbG3iWvRlxO52Eh4fy2ay7CZ2XS82ae9i3rzb5+eFERhqpV9vza2z+1u9Ju6geFy7djP2YHfl+vKgeGVu/Z1Cra2l6772cO3s2zlxK9GtfI53YPk8f/ePAwNSp9Rg/Pp6MDDvx8Ra/RdgDYbO5S61DNX36Xu6+OwqrVcs7ROTs5LTZSJ8/329b+rx5tEhMxGS1nuJZicjZoOmDD9Hg3sHMSVvCf7evBFcBs567mZ4NLmZAQjdCLJ6/M3Pdccet9zRn/ZfMTVsKXaDV+SbsB8KwxOTxd6iTq7+CfglXc2+b6071LYpUOkELQoWHh7N8+XKWL19OZmYm5557Ls2bNy/Wx2Qy8RU29rcAAGu7SURBVMILL2hnPBEBPDvrJSbGFcsQ8kpKisNqzSdz3ttcY3aykF7k54ezc2fhjnvdzR+y/Y3vaTlsGBd/tZGYbzfzXY/WrCmyDr/j8jS6fL6e1m02Qqtryc/Kwp6Xy/IerVldpF+n5Wlc+tl6nIcOlZhjQsLJ1SXJzHQdp9C5i4YNz463xJxOd7Fi9sfyFrcXkdPPW8MuL8+FxVJxv6NsmZk4c3L8tjlzcrBlZhLRsPSlKyIixwq04PikyZnMTf+M+rcUFhzPcxXw7tbveO7ZTPolXMf48XUDqvdkv+s3Hvnz41KvmdEuBhYpCCUStCAUgNFo5PLLLy+1/YorruCKK64I5iVFpIqbNKkuBoMnI8i77C0pKY6UlLps3ZpO3F138c6oRowdt4cZr2T5+iQOiWXihLGYj74wapWYxLKrEvh5y3e+se1WMz93bUGz++6nV2tPUanQ2FhW3NSeVVc0KdZvVdcWGM1m2kRHF5uf02bDlpmJtVatE34nvlYt43EKnZ+exf9Fdzv0pyICQjNm2HjppTWltpe3uL2IBF9ZNewqIkhsrVULU0SE30CUKSICa61aJY7nOwvIsh0h1hpFqCkk6HMSkaot0ILjjz1Rkx+/2EC+nz5Ne6/nsWs9RUDDwozHrfd037ujcToeLzZGerqnfEOTJk0wmVXsSQSCHIQSESkvk8nA5Mn1GDWqDtHRf7BzZzuqVSt8x91gMmGxhvD01AaMfrKu3z4ABTh5L3WF311L3ktdwcDW3QnFxN9vvMavFzbwO5dfL2rI9Qvfp/k55xQWyZ0/H2dODqaICJrccw+tRowod5Fcq9Vw3IyvYAskwORvt8OiKiIglJho5bnn2gD+tz5XMU6R06+sGnaTJ9cr48wTY7JaaXLPPcVqQnk16du32BsATreLWRs+Z9GWFeQ58wkzhXJz4y7c1+o6TAb9AhERj6IFx3PsNm78biIfXzGWCIvn94m34HhWdtkFx7Oy9xFeoy4Oh52x4+IY704i8ZU+hKYfID80hvuHxJM8Ng6Hw445xIL5mJh4SJhnI4bQcAXLRbyCHoTKzc1l2bJlbN68mSNHjvhNgzQYDCQnJwf70iJShXnrLZVVd6msPjsPHcJlsvs9z2mys/PQIRJqxPHtFQ2xb9vht5/dambZlY25zOlk/bPPkjprlqduVGw4EYfz+GfmTNwul69IbtGlZU6bjfy9mYTGFWZMFQ2oHC/jK9gCCTAV3e3wVAWETKbCbc69im59LiKnV16eq8wadsnJ8SdcH68srUaMAIOB9LlzcebmYggLI7ZnT1oNH16s36wNn7Mg9dvC+TrzWZD6LQaDgcGt/GyjKiJnpc3TX2bTy9NZfr2n/AJWM72/HOsrv9DioSRaD384oILj1IDnFzzFp7GH4TJo/a/Cek8rQ510+xZ6ZFXj8X7jT/2NilRBQQ1CvfnmmwwfPpzDhw/7jrndbgwGQ4nvFYQSkWAq2B+GI9eMOdxRos2Ra6ZgfxjUgDBz2UvqwkwhbPj3v9k8e5bfulGuWa9jMJsJ7dWLGTNszHjpV+6OeZfror8k3Ggj12Xl80PdeevA7SSPq0dfTxb3cTO+gi2QAJO/3VkUEBI5u2Vk2MusYZeRYT/pOnn+GEwmWo8cSeP77uWWjx7n2U4PEhpZrVjmab6zgEVbVvg9f2H6j/Rv3lVL80TOAoHUe3rvQG/mdQmnXtcNvuPe8guLDtxI3wPXMp7ACo4D5KYO4H+DMkq95pVPxJ/w/YicbYIWhFq6dCmDBg0iOjqaJ554gmXLlvHTTz/x2muvkZqaykcffcTmzZtJTEzkvPPOC9ZlRUQAaFQvnKyprajd868SbVlLWtHohnAABra4FofLzXtblpXo1z2mIzfV/Bf1bjbzxrZlrOrawtfm/cPFAFx1881kut089KCF+2p/Q/obi339wo02+sQs5tFHa9HqkUfYtmNbsWsEkvEVDEUDTN7iwg6Hm/BwLVcRkdIV3bX0WJGRRuLjLRV6fZPVyqGaERhDSwa6smxHyHP6X76c58wny3aEuhGxFTo/ETn9Aqn39NiYK/n+0w2UfGsSGt20gcd69AcIqOA4wNhxDRmTXPoGCSonIBK4oP3v8vzzz2MwGFi2bBkpKSm+nfHuu+8+pkyZwrp163j44Yf5z3/+oyCUiARdiBVuir2a7e+3xZHria87cs1sf78tveKuJuRoAtTkSXtI6hDvt9+Yy1rzyssFuGpEs+ayku+IAay+LAFXDU/x8qy35pH+xiy//dJnv87m6S8Chcv27HY3tiN51DbvwXYkz3fM6XQX6+Pvw+ks/R2/0jidbkaP3km9en8CnuLCo0fvPKGxROTs4N211J+kpLgKD6DnOz3LqgtcJV86xlqjCDP5z8IKM4USa42q0LmJSOXQt+lVLLl6Enc0vpwwoyf7McwYwh2NL2fJ1ZPo2/QqdmZl4iglMdIRAjuzMgGwWJzE3vUQe+a3YtATy7h/4tcMemIZe+a3oubdQ7BYnEBhOYHSPrSzr0jggpYJ9csvv3DhhRfSoUMHv+0mk4nnnnuOxYsXM27cOBYuXBisS4uIMHfTElZe9DXOBR349b6emMIcOPPM1LkmlRUXvsjcTV0Z2LJ7kWVq55HvtJOVf5jY0GqE9rKQ9mQaRiM898m/Kaju/9djQaiZ5z75N/0v7k/0VVex7513Sp1Tg5tuIhOYMT2HV6ev4s6Y97guegmzGtr44jwrnx/qxtsHbuPBpHAwmIK+a9ypLi4sImeGsmrYVZTCguM/AjA87S2urtGOR5s09hUcDzWFcHPjLsVqQnn1bnKJluKJnCVSX36FWWlfF8tYz3MV8M6W70mfNYt7E7qSf941ZdZ6ykvNhnhPraeVlx5h67YOfPBpT6LTszlkiaRmj3QaXfIyzy+IUq0nkSALWhAqOzubhg0LUxStRwvzHjlyhKgozztTRqORf/3rX3zzzTfBuqyICAD9WnSjb/OucAMcPuwkNnYtv/4WRYf2FwJ3+WrTFV2mZrGEEGmt6RvDWwspvmNnSPsWDH7e1XK7Pe3AoW++we42YzGUfMfe7jazffFiQnv14rbqC7k64a1i7WFGG71jPqZ3zMfEVr+buHv6+naNO3zYSc2aa9m3r72vbpQ3zTuQXe9MJsNpKy5cHt5lgnl5LiyWiquPJSLlc6pr2EHJguP5bjufZa0mZmNMsYLj97W6DoPBwML0H3274/Vucgn3try2QucnIhUvkFpPJoOR+vffz+9LtgEl+665siX1u92P2+am/fvb+K2UWk8JEzyvW3NTB7BqsqfWk9sN+4iBfNi9qAW7F7XgKtV6Egm6oAWh6tSpw759+4p9D7Bp06Ziy+/2799PXl5esC4rIlVY0YCKd5c572dve6DpzSaDEY52jYowgstIZJgZs7H8L5zub3M9GODttJJ1o+5sdhX3t7qOrelbqHZbX96YbaNnxEcl+n2eeyPdBw9ld+Z24m69hYMfLcKZm1ty3uHhxN16C0Zc4LSTPHYPr7+6i9rm/TRv/Bv3P1iXlIm1MRpNgCmgXe/Gj6972ooLB8LpdDNmzC5fkKxevT9JTIxj0qS6SmcXqUROVQ278hQcNxmMDG51Pf2bdyXLdoRYa5QyoETOEIHUehrYsjsTn9tIfkf/wap8k5uJz21k8pj2NEtrh+XrNSVqPTVK60hYdU/ChGo9iZx6QQtCtWrVig0bCncfuPjii3G73UydOpX33nsPg8HAypUr+fbbb0tdsiciZxd/AZWIiN99Xw8dGsqwYWGneFaeFzn3t74eo9Ho991279KQvVkG5uy5jYIYuD76C9/ueJ8dupYFB27licyjBcH37/cbgAJw5ubi2L+fQ99+y6gX7YQbbLxas8hOe7O7c9esUFLG16blsGHFdr0rK2PqdBcXLouWCYpIUSdScDzUFKIi5CJnmL5Nr+KORpcx55+vWbztJ/JcBYQZQ7ip4UUMaNYVi9nzt0tS7wh+WVf6Uruk3hHMWf8l7w3Kof1zsdz7xTKc1cF0EFbEdeK9kTlY13/JvW2u87tTsIhUrKAFoa6//nqWLFnC//73Py688EKuuuoq2rdvz8KFC6lXrx7x8fH89ddfuFwuHn744WBdVkSqsKIBFX+2bEk7hbMpLpB322vVMhIeaWH+gTt572BvYkwHOeCsToE71BfoyciAg0tKf1cPPO3VbutL9MzX6Rmx2Hfcu9Pef3NupsGgIZ55mQxA8Uyixo3/KpFJ5C0uXDTY43UqiguXxmZzV/plgiJyankLjvsLRKnguMjZY/P0l3ljy9JSaz0NbHw1rYc/jM1Qi3Y/bGN1KUvtbG1rYX/yXR7582MA8l1mcjKrUc10mK6ZK+j6GGS0i4FF152yexORQkELQvXt25cWLVoQH+95QWk0Gvnss88YNGgQS5cuZffu3URHR/PYY49x9913B+uyIlKFHe/dp8qwNKusd9utVoMv0FPgDmWPo7avrWigp1a/fkRHRpI6q+ROek3vv5/Qm29mW3o+XcO+8HudrmGfs2v7GJq19uzK580kCjHkU9t8kAM51f1mEpWnuPCpqs+UmemqtMsEReT0UMFxkTNb0VpP3k1hcp35hBjNOFxOX62ntw/25OdLtvodY9UlLbD+1ZMUoGZ8KNkfNOVCw8YSS+32f9CKmhNDue/d0Tgdj5c6J5NZb3iJnC5BC0JFR0dzzTXXFDtWr149vvzyS3Jzczl06BC1atXCVEnyHXNycli0aBE///wzq1at4o8//qCgoICnn36aUaNGHff83377jWnTpvHdd9+xb98+YmJiaN26NX379mXAgAEl+ttsNp5++mneeecdtm3bRo0aNejevTsTJ06kfv36FXGLImcEp9Ndol5U0bpR3kLcp0sggR6DyUTrRx/FYDaTPm8ezpwcTBERNOnbl1bDh5O+dSs1zAfJNtr8XiPcaCPGdACIJi/PxcszdtM35m2uiy6ybO9Qd2ZMv7NYJlEgxYVPdX2mWrWMlXaZoIicPoUFx5eT5ywg1GCha432KjgucgZ4c+NXvPnP155v3HhqeHo/r4f+zboyqNW1DEoK4bv/+f/bwx0Gg5I8AeknXprI113accX8/2/vvuObrNo/jn/urO5SKCBl76WgqCCImwdExfWIkyUC4igg4OMEQUBQVPQHyKOiIihLRfARQVHEiQtBRAVZLVvKhu40ye+PkNCQtE1L0gHf9+vVV9v7vu6Tc5fTkFw95zoG/ZZ+hjMBTIfhs/1X81Wnc3hi8himPTUei/LXIuVSyJJQhYmOjiY6Oro0HipomzZtonfv3iW6durUqd4lhRdddBGXXXYZe/fu5bfffmP27Nl+Sajs7Gw6derEypUrSUpK4sYbbyQ1NZUZM2awePFifvjhBxo1anSqtyRyWpo6NZvJk9f4HMtfN8pTiLugIueer8OVrAp2FynDbKbFww/TNDmZ7LQ0IqtXx3x8F1GAmKREHJYozHn+Gzc4LFEk1HVv9rB7ZzY3W+fQvfIi73nPsj3XIYPdO1vQqInv821hxYVLuz5T/tljJyvLZYIiUrY8S6DvqnsZ1345ipca9iQmIsZbg09EKq6LP/ubP7ZuYlXnJt5NZDyf236+kYu31IXm12Dbn4U1u+BaT7b9WVAVXnp0NM9m5zF27JUMeu1WbCkHyY2sQr+BNfhjZDUiAlwvIuXHGfsbGhcXR79+/WjXrh1t27ZlwYIFPPPMM0Vet2TJEgYPHkyDBg343//+x9lnn+09Z7fb+fPPP/2uGT9+PCtXrqRDhw4sW7aM2NhYACZNmsTw4cO55557+Prrr0N3cyKnkeTkSF54oWWB5z2FuAMVOW/V6ijgTmB5klWhlH+WlsVieD/nT3ydzBwZSUxd/11YTBERNLmnN1tff83vXNN+fbwJq6MfvMZ1lT4N2J9ulZZy9INa8PjQInceNJkgN7ds6jMVZ5mgiJxZIszu2ZA20xn7ElWkQglmqV3dewfy29LtAa9fc3lT6l4zEIBjzsRCaz0da+kujxARYSMiwsbzL9RjzNg67NljJynJqj9kiVQQIf0fPi0tjWnTpvHNN9+wZ88ecnIC73RiGAZbtmwJ5UMXW6NGjXjjjTe833/00UdFXuNwOHjwwQcxDIMPP/zQJwEFYLVaOe+883yO2e12pkyZAsArr7ziTUABDBs2jJkzZ/LNN9/w66+/csEFF5zCHYmcnsxmA6u16BlMJxc537rVXdS8YUP3C5lwbLEbzCytYCdc5uXm0eiBQbicLrbNfhdnViamqGjq9ehJw/uTycvNw2Kz0OS2G9j5xtSAbUSZsmly2w1A0TsPuvuWWCb1mYKdPSYiIiLl28yNy5ix6fgGLAGW2vVt0oU/55xFXtvA1+fZ4KlnN/Di021Ynv0Dh95rQHtjo1+tp73vNWH53T/QDN9i4lFRJtWSFKlgQpaEWr9+PZdffjkHDhzwZsNPN8uWLSM1NZUuXbpw7rnnBnXNd999x+HDh2nUqBFt2rTxO9+9e3d+//13Pv74YyWhRE7ByUXOPYmrYBJYJRXMLK1t21KCamvpQzNpuGmezzFnViYpb7xOyhuvs7t1XwYuHMGORYtwucAIcFsuF+xYtIgWw4cXufOgZyZUceszZWU5Q/YXx8KWCeafyRVIWdcCEzldBTOLUr97ImeWHEeud6fgk/Vu1InM7Czm7/jWb6nd7XUupXejTqy7ajNr9hW8zK7nVe7Z3sa4X8nMiWbvO839aj1lEYEx7lftaCdyGghZEuo///kP+/fv55ZbbuGJJ56gadOmxMTEhKr5cmH58uUAdO7cmSNHjjBnzhzWrVuHzWajbdu2dO/enYgI30z82rVrATj//PMDtuk57okTkYoj2Flawbjm5T7Uqzuq4Mc6votLk0FDcOTYSXnTf6e9hgPupcmgId6+FbUPRFRU8PWZ8hcw9yyhC2cB80AzufILx/JKEQluFqV+90ROfw6Xkzyng7f+/pSF274ny5FLlNnGlQlnc3O1djhcTsyGiT+nTuGD2tsh0v8PSh9s+ppLV6RQ9457aL1gO78WsMyu7hPuP5oNmPc4fXIcjB6zl0Gvnqj11P++JEY/dRa2CM2aFjkdhCwJ9e2339KsWTPee+89jEB/oj8NeOo9ZWZm0rJlS3bv3u1zfuTIkSxevJiWLU/MjNi+3b3+uaAd8DzHPXEicmay2CxERBe9jcu48WmMfboTPSrv57pKS727431y5BpmP3EVI3PSivUGMZj6TA6Hi8cf383zz/sXMHc6Yfz40Cei8s/ksttdxMT8RkbGed6kXziWV4qI/9Lmk+l3T+T04ZnhlOvM86vDNnPjMmZs/Mxn6nWWI5clB9awZP9q+jqu5p5mXZl14HIcjWcHbN8RaWLWgcvJen0ixq/xAZfZZaxOZOTrE4/vZmfBYrMw8fm6PD2mtmo9iZymQpaEcrlctGrV6rRNQAEcOnQIgLFjx1KvXj2++OIL2rVrR0pKCsOHD+eLL76gW7du/Pnnn0RFRQGQnp4OUODugJ7ZYp64opxch8pjy5Yt1K1b11sHx+PAgQNBtRvO+FDFnA7Ky32Gux+hav9U2inJtcW5JtjYUI//Hj1c3HlnFeB+nDn3kHfwIJYqVTgvIoInAZMpy+95oCj9+8Ptt8dy3nlH+e67WOLicnyWEb74YibTpuUGvHbixL2kpx9i+PCid0A9+T49S3y2bt1a6IwyT9yOHSmnPPOsooz9U23rdB3/FVV5uceyHP92u7tOaEpqClZrwfVbPHEHDxzEYi3Z/uqhHP+BnqdCNf7Ly7gIt/Jyn3r+P8HpcvJB2o98cXAdOS47EVjoGN2EXi4npuM7Ul7kqsNsh0FugHeLNof7/NatW7mi+SHWFLKj3RXND9Hk/N5kd8tl+cPv0H/ppzgSwHwYdtb4Fz0m9yUyylbga5c9e4pz9+WPxn/pthPO97567XOC3W7HavUv2xGskCWhLrzwQjZv3hyq5orUvXt3/vjjj2JdM2vWLNq1a1fix3Q4HIA74fbxxx/TokULAFq3bs3ixYtp3LgxKSkpzJ49m/79+3tjgQKTc6dr/SwRCQ+fZXbWSCJiQ7MsJjLS8Pmc30032QpMQnnOi4iISPnhzMnx/qHKlK9ciNPl5L1/VrL00G/eYznk8WXmeiL3RnDrWRdjMkxsmf8uuQWUq821GGyZ/y7n9BrArO3baL2n4KV2s5K28VyHhtgibNz8xv1kHulL2ub9WKqYaRJvIz4hNsAjiMjpLGRJqNGjR9OpUyfee+89brvttlA1W6DU1FT+/vvvYl2TmZl5So8ZF+cuxte+fXtvAsojIiKCu+66i4kTJ/LVV195k1CeazIyMgrtU/5d8wrjWRJ4Ms8MKc9OYCcr6HhBwhEfqpjTQXm5z3D3I1Ttn0o7Jbm2ONcEG1vex7/7r/1raNiwod9sozff3AUUPFvzq69i6Ny5VpHFxB0Od9K9Tp0G+R7zN+rUaeCzzO7kpX2F9a2kKsrYP9W2NP7Ll/Jyj2Ux/o9lHoNNULNObeKi/Ysbe+TmZMMmqJJYBas1oszHf2HPP6Ea/+VlXIRbebnP0/n53+Vw4MzJIW3WLP78dAlHrU7i7Saa3H4nzR56CJPVyvSNn7Js369g8a+v9FnaryRWTuTeFtfx1r6uWLMXFDjD6ed9N3JDw4aMjvyIhQscAZfaVVpgMODho/730cZ/F+PTXXm5z4oy/k+1nXC+99VrH05pFhScQhLqm2++8Ts2ZMgQevTowZIlS+jcuTO1a9cucAbQZZddVtKHBmDVqlWndH1J1K9fH4B69eoVej4tLc17rG7dugDs3Lkz4DWe4544EZHyZsyYmtjt+NSE8njkkbMYM8Y9G6uoYuKDB7v/Ejt58hqf4yp6LHL6cricTN+whA9TvwPglq+f4d/1L2FA82sxG6rzIlJc+XeqizD7zkTeOHUqG6ZM5tvrWrD6ycu9CaHzv/2OS8+ZTvNBg+l81028s2V5wLYdFjOdq54DwA7jK1p9s53VBcxw2mF8BVxOy8GDaXLvfbx56wTaLF3oXWq3t841PLjxaayRmi0tIr5KnIS64oorAiaYXC4Xs2bN4p133in0es/StoqkTZs2zJgxg4MHDwY871nbmX9W07nnngvA6tWrA17jOd66detQdlVEJGTMZoMJE2pisQQuYO6ZuVRUMfHUVPdfPV94oWXgB0JFj0VON9M3LGH2li+932c5cpm95UsMw2Bg8+vKsGenzuVw4Cpk+qfL4cA4aZvSrCynt9iySHHkT+h6dqo7OaFbv989vLF9BT9deSJxZI+08FPnppgsVrr2u4efJryAtU3BNZx2vPwWDZ55mv8b+yjDWzxJe+NvvxlOB95rxv9teBQAw2zGFhPF/UvGkH7oMXb+tZu86FyiK0Vii4kqnR+OiFQoJU5C9e7d+7QuQh7I9ddfz5AhQ/jll1/IyMjwFhX3+OqrrwA4//zzvcc6duxIpUqV2LJlC2vWrKFNmzY+13zwwQcAdOvWLbydFxE5BWazwfjxtRg5MqnA3Wp86lUdZ7Ua3iSUJ1kVqiV1IlK+5Thy+TD1+4DnFqR8x91NOvvN5KhINk6dysbJkws8X61XL6r37g24lyOPGLGbqVNPJPJ79rQybFhkaXVXyrn8M5wCmb7+E2ZvXeH93pvQdcHAlu73Ee/8spBfOwReXbGqQx3e+WUhn+x00upYwTOcXjpSicuAhIRIqvcewq7pk+m39DOcCWA6DJ/tv5rY23uTkOA/dmMrR9O8Y+Nib5AiImeWEieh3n777RB2o2KoX78+t99+O/PmzWPo0KFMmzYNi8X9I3zzzTdZvnw5kZGR9OnTx3uNzWYjOTmZZ555huTkZJYtW+ZNXk2aNInff/+dSy65hLZt25bJPYmIFEdUlImGDQve2SocsrKc3s9Wq38NCxEpnw5kHyPLkRPwXJYjhwPZx6gZk1jKvQqdpsnJNB44kL9ffpnU2bNxZGZijo6mfo8eNHvoIVJ37PDGjhixm2efPbGkOT3dyauv5mAYMG1aWfReyotAM5yuSjiH7tXbe2MycjL5YNMKCPBf4PubVtCz0VXERETTrkFHZmb8FvBx7JEW2jXoyM2TbuWRc0YEnOF08P1mvPHHE95rxo2vw0jzUAZNuRVbykFyI6twR69Yhg5V8lRESi5khckroptvvpk9x/f99NRmmjZtGosWLQIgKSmJhQsX+lwzdepUVq9ezfTp0/niiy9o06YNqamprF69GrPZzOuvv06dOnV8rhkxYgRffPEFK1eupEmTJlx66aVs27aNn376icTERGbMmBH+mxURqWDyzxwAqFVrHcnJ1Rg3rqZf8XIRCY2ilpgZJpPfErOCJEbGEWWOCJiIijJHFDjjo6IwzGY2TprElunTvcccmZlsmT4dw2Ih4t//BiA93eF9HjvZzJk5TJzoIDZWCfbTWWbGMXbvTqVmzfpEx/iO+0AznD45sBrD5eLRRo0BmDh3HDlVA7edY3Yxce44nr57PM9OnovRAVwBVsEZWfDs5LnMmTSiwBlOte8dTGLiiYsDzYLesyf1FH8aInKmO+Uk1JIlS1i0aBE7duwgIiKC1q1b07dvXxo0aBCK/oXVmjVr2LZtm8+xHTt2sOP4X64CFSBPTEzkl19+Ydy4cSxYsIDFixcTFxfHDTfcwKOPPsrFF1/sd01kZCQrVqxgwoQJzJkzh0WLFlG5cmX69OnD2LFj/ZJWIiISeObAs8/uxTBg/PhaZdgzkdNXUUvMmg4eTLMhQ4JqK8Js49/1O/rUhPK4pcElFXopHoAjO5uUAmqgpsyaRdPrrsMUEcHjj+8iPT1wYi8zEx5/fBdTpmiDmooof3IpkLw8O8+9O4Yv446QG2HB9nseVx2rxKM9n8JisXI0O73AGU7L0tZwf/bNxEfGUrVqY6zZvxVYx6lqVXeyqq61Bz8s/oLat673i9vxcUsuTuoE+M9wyolI4M7e8Yx9JvB7krKYBS0ip69TSkL16NGDefPmAe6C5AAff/wxL7zwAvPmzeOGG2449R6GUWpqaomui4+PZ+LEiUycODHoa6KiohgzZgxjxowp0WOKiJxJsrKcBc4cmDJlHyNHJvnVpBKRU9c0OZkmDzwAgNNuZ2mrVlyzbh2m49sxG8XcPWBA82sxDIMFKd96lxrd0uBS+je7JuR9L23ZaWk4MjICnnNkZJB38CC2pCRiYwv/mRV1XkpHsLMAHQ4Xubl2Xpw3lhXxJ5JLHdIiuOuyfjgcLsxmg7w8OxNmjWZZ9Sw8b7lyIyx8GpGBa9ZoHus9muQPR5MTH/jxci2Q/OFoZt31AodfTqNVy4LrOB3+qyZ0g2fG1+fA/e35/D0TNbv9jTk6D0emhd2Lm3FbUheeGV8b8J/hlJ29k8hIQ7OMRaRUlDgJ9eabbzJ37lwsFgu9evWiTZs2HDt2jMWLF/PDDz/Qu3dvtm3bRqVKlULZXxERCRGHw4Xn9bbd7vL5DO6d6srqBemePfYCZw6kp7t3l9JfZUVCzzCb/ZbbmaxWbxKquExOF5d9/Bc15izlqNVJvN1E07sSMTXpGnD2R7gVlGhw5eV5zwe73DCyenXMMTEBE1HmmBgsVaoAMG5cLRwOg+ef3+sXd++9EYwbp5mdpSXXmcfujAMkRsb5zcTLPwvQbjWRER9JzNFsrHb3ePHMAhzz9HZWp73M4W4G+ZNLX9dxsHbya5x/1kM8PaYeE98ezYqEYwR6u/Vl/DFMb4+mzSLYeXfBO9W1mWODuyDzgjs59EYa7Y2NfnWc/pndlKj+dwLu/7Mf+U801pfa8+5955Jry8CWG0PyfUk+u9l6eGY4bd2q5JOIlJ4SJ6FmzpyJyWRi6dKldOrUyXv88ccfp2/fvsyaNYsPP/yQvn37hqSjIiISWmPH7uHpp//xORYT85v361GjajB6dM1S7pVbUpKV2FhTwERUbKxJ25vLGcHhcnpnmgdiGIZ3a/byasOkSWx+9VVMQMLxY5tffRUMgxYPP1zq/SlquWFeMZYbmiMjadCrl/t+TtKgd29MEe5EudlsMGFCTSwW90xOz+54vXpZGTo0UrNPipB/17jClnAWVnfJ4XLy3t6VLD+0juwNdqLMEfy7fkcGNL/W+zvU6MEHqNP/HibNf5YVlY65Zzjl5HHlkTiG3f4Ytgh3Me6Iuq+Tca6DQG+jMro4iDj0OvAMGw5Ux14jK2Bf7ZEWNhyozqNje5I6o1+BM5y6jH0TgHHj6/K48yH+edO/jlPN/oMZN/7EMjqz2eDhh6N48cUWBe5mKyJSlkqchFq3bh3t27f3SUB5PPHEE8ycOZN169adUudERCR8Ro5M4sknkwo8X8xVNyEVFWUiObmaT00oj0GDqukFdTlSWKIkz+XAhOEz6+5kdrurTMdaeTZz4zJmbFoGgCXXQczRbDLiI8mzuWfq9G3ShXuadS2TvgX6d89zOdyfnQ4Mw4Cc3MJrJiUnY44s3V228i83tB87xrK2benyyy/s3L8fgIaNGgXdlsvhoOmgQbicTlLffffE7ng9e9I0OZnUHTu8s6pU4NlfUcmlQLvG/bv+JT6Jo7w8O7k52b6Jo999E0eG2czr6z/hkwOrvW1nOXKYveVLXMC9x9ubtWU5XyyZw44mVck/w+mz6ln89fqD/Ovau7inWVdi6tXFnvN3wHuyR1iIqeeu73XLYRf/l13wLKdbDruY80E2h2Y3LGCGUzPmxGXzTJvjicxn6zDS6rtT3X2Dagec4QSq4yQi5VeJk1BHjx6lUQH/UXuOHz16tKTNi4hImJnNBkGuOim2rCyn97PVWrIHGTeuJobhO3Ng0KBqjB1bNrOzwiHUyZncPAcOh4usXPfSoqycPJ/zZrOBy+Egz+7wuzYzMxuAnJxcIiJs5OTkBozzxFrM7s7NWP8pM7d+UWCfbqh8AekzrYwfv6fAmPsfiGTyZAp9TACL1Vxk3zxxQLHbynHYOZh7jCq2OCLMVp+4vNw8HHkF14sxW0xYbJaA7R1NT8dmspCRnlWsvvWofxW31biErVMns/X9+RyzOYnLNdHw1ttpmDwYa6T7jXtenh2n48RjHsg5RmLEiXswmc0YhsW73PboUYffDIniLr/NnyDzs96dILs9qmWhNZOy09KIqVu6Bbk9SaENkyaRMmsWAMsvv5zKN9xA9bvv9luKV9hzWaBZVY7MTLa8/jpbXn+dar16Ub13b5+EnTUC6ta3AC5v0s7hcpb7GW0ewc5Kyh+Xn8PlJM/p4K2/P2Vh6vdkOXOJMtm4uX5H7mnWFYvJjNkwkZdn57X1i5m37VvvtVmOXGZv+RJnXh73trgOi8XKi7Of4bcDW9nZNEDi6LUHOTexIZXatmXOlhUQYHjP2fwlhsvgvpbXcWutDsyuuyTg/eytm8CttToAcNm6o3xUt+Dk0mUbj0Jn+Jl/E/P5yxy+3r+96GUWfk78N2PG1OTx3MAznKK792bMmBP/3wVKZOoPMiJSEZU4CeVyuTAX8O7FdPxVs7OQ4n4iInL6cThcjBix21tUvFatdSQnV2PcuOInjjwvuB97rAaVKq1l165WxMdXnG3MC0swgftN/5ixuxg77p8CY5IfjGDy/wWfnOn/5gJSav144sRm37gGu9oTu/c31p2fXWBbrT6MZNpT4xn63OhC41r8bOH1MROxj/iV4ev+B4DDZPDyi9fz0PCPMTvdb7pTG0cSfccm2i9y/2Eq0IyexF024DyfxzTnOohOzyEzNgLH8bhWq/37VlAcUOy2cLnAME58zhc3/Y4JJK2bCYDdYpyoF5Pnvs89rfpw/4cjT2oP9xtfz+dU/76RDrZ/XOTWMCAWn8d8+46JVP99Bt93a8HqEZd7Z0mc/+1KOp7/Jmmt+zJw4QhenP0MixOPFngP3Q7Ek7mlL888sw+ny4zNtoeqVfeyf/9Z5OZGYDIcPPlkEk+P8d8VuCB9mnahd5POgHvmU+dPH+O15vdiMcw0bNDQOxOqsJpJkdWrB/14oeRZImi3mshIjCbmaDb7j2+00+iZZ4Dgnsvyz6oKJOX4BjiFJuyAvnm+M9pCsfysuHEH9h/hr78207JlYxKr+tZzLU7iyJ5nZ8bmz1m4/QeynblEmmxcWakFNydeSF6enbc3fs7MTV/41APLcuYyZ+sK5mxaQZ8m/6J/y2uZOHscyyodBov/c/57W1ZwePUanujzNOmbbmPvef7LIQH+qZtAo99uY//OXDi3gB+OAVsW1oKWsGfXNnIjAr81yo2wsGfXNuKatea8IcO4auYoPovM9IvruC+C84YMA2DMuDo89thg1v9vMpld8ry/v9HLLLRMGMyYcXUKnOF0R6/YApdqaoaTiFR0p7Q7nojImcx5/IV5QQzjzKvzMWLEbp8ldOnpTp59di+GAf37l6xNz196T+Uvvp6EUKAC7OBOCDlcThyOguvvmM0GNovZO9sokKzcPCwm97/7mKe3Fzr754knkqhzx590vLDgWUR1Kl8AtCoyIeRJWjyauYtNQ90JoRybiZmPXkWf574kItedDWvyQB0aPzram9Davy+N+7+dwH8vfZxjxxMFTTq7t/p+qYC4qtWqk5KagqWR+99jwLzHceQ9CsC+tDTivhnHRZ+toFr16qSkpNDSbNCwcQMeys1l0/9NZvP8ed4ZPY1vvwPLjddjbmr1PmZ2VjaTFzzHVwnHOFYlGltOHp32RjH4lkeJ7BxZrLhg23p9/Se8t/Nbb9LG8/n2OpcyoPN1AFjHXcCLmw9SZ8sB/qmT4H1DWWPHYXY0SqRP4wu87b3612I+2PXdiZkXxz/fWutSBh5vLyM9i8emPsPms7PJbexuq/GvkTyb/CQxnaMAuHvmQzw+ahW/dDpRL8YeaeGnzk1xGRbGj3kIgMwtfdm94lNqdv/b7x52f9CMzLpdiW40g5r/rse5VdaR0dn9hrhpdh4xn1tYe6gV0Y0+BUYXOMZOZjZMfjNLLIbZ/WE6njgoomZSaS/FA8jNyGLLO+/wdbcWrM63/On8b7dy2f8+IveJEdhiooJ6LgtUxD0/z7k+TbvQo3EndxJn2/fepWVXJpzNzdXa0aRRkwITODfX7UDfxp2xWqxYLNaglp8FGweQlZnF8JfGsfnsbPfP4qs8Gv8ZyYtDRxAVHYXFYnXPdgwicfTi7GdYnHDUJy7bmcvSQ2tZun8t3X6KJ3qxCfPtThxm/+dzs91J1qhV8P61HEm9HscFcwL+XB0WM0dS3dOLut+Ww1fbA7+dsUda6H5bDh99/yHWQpbFxVVZAJzHm2/ZsLYtOO7Nt2w895z73zX97/5U+tE/ubTf3MNnCeazz9Zj5MjhvHZvKlHR/5CVWYOB99X3WUKnpZoicqY5pSTUzJkzmTlzZsBzhmEUeN4wDPLy8gJcJSJScXy07xcWrZ9W4Pm+TbpwhbVpkckqp8uJqYIsxShMVpbTO2vgZFOm7KNnzzgiI0ObmCssIQQnEkf+CSHffj7xRBIptX7ynUV0kga72jNr4G3+s41OUmPLubzftAnRjWZ4Z/8EEn0gno6fJ1B1asFJo+o94qBj4QkhAEtn95ueloMH0+S+gYydOYrvq+Vgj7Dw+piuXHU0nv/c8QRWWwSG2YzZbOe5d8fwZdwRcqtEc8/qF+m4P5JeV/YjIsI98yIiwhYw7qpjlbjt4p6YLceXq9ksYPKN6/PrxHxxFiwWK+tfnMTMf74/aUbP99z07jFqHn9XHxFh4/k5Y1l2lu+W5svOysK06HmevHtsseKCicECH237LuBObYtSv2PAOe6kUd8WXfnnp5V81uTEGLZHWtjRpCpX74uh7/Vdve0tSvkOAkxgWZjyLQNbX0eE2cbg50ay/oI8b9/skRbWX5DH469M4LWnngXgwO5/+K1j4OVqay6py4Hd/1AzvjGPjkji+6UbyQkQ1+DmjTx6TV8cOY/z/Y+Pc+g6fB7z8PXQ5pM/eODf4wHfWk9OpwOHySDP6cDkdD9HFbcYevNhw8AwSJk501szqUGfPjQfOjToNkLp+afWcejKuvzUuan3mCexZwDrnlrHsHEXhvS5zOR0MWPDUuakfOU9luXIZcmBNZhc8EiDxkwsIIEzN/Vr5m75mm6H43m0z+iglp8FGwfw89//kHZxNCePwz7PPsJFzWrwaJ/RZI1aFVTi6NjWXhjnvIIryv9nYOTCsa29uPEFM++tC1wY3hFpovMLvQF4oHs8v6wvOCH0QPd4AD7Zvr3QBNMn27fT7u8ojm5Y4/Nv7nHBt1tpZ1wMwN9x64n53FLg8rm/664HmpOV5eSVaYdJT+9JxKxM76zCnJxoYmKcTJrk9P7RpDhL6DTDSUTOFKeUhCpsx5ZwXCciUp7cWK0tQ9rdBpxYjvJ512e9swAMw2BbSmqRyaqbqrblxmpti5xVZTZM5Xq3rD177AF3swP3LIK0NCe16xjFvs88pwvD7E7kGU7DJy5/QijQMi9P4ih/QihQXPSBeB49WKnIWURAkbONqt7pXlM1vMeTDD1ep2dfWhoDVoxn+pVPUO34EiST2b2EpdG99/L8vPF8GX+U3HxJo1svuhOzteiE0KM9n8JyPCFkmM08P38CX9U+sXNTboSFT6tlYsx/lifuHgPAs++M4bNqGT4xK2rlwZdvMqbpRO+/R6C4TyMyyPnyTe7ucl/QcY7sbN7+5wd+DvDG3/XFX9yf406fZGYc48u4IwR6ebI89ghDM44RHRMXVBwQVFtpR/aTYw78O5VjdpF2ZD91qtQkJzODL+OOBmzvy7gjDMvMIDomju1paeQVsIIqzwbb09KoYo1jU8sTybH8NrXM5MD+IyRWrURqriXgm2tw//xScy3UBA6kF34PB9L3c2yPjfROJ5Je+R3rZGfH9mO0PDvCf+nYSzfw4udPeL8tbjF0w2ymxcMPU39Af25d+Cjv3/wcUZUSgr4+1BJ77mL5Vv+dyAB+vawhtzXcxZ495xb5XFa3rtnnecpdi+soiRHx3lpcnj8w/PHKZN6rmQIB/i0/2/0L176yn2MHik7gAEEtPws2Ls/u4lDb1wLGHD7fxuFfbgWg8wu9g0oc9Rpg4+vfAobhinKfz0w5VmjSKGt7JtSD+ds20uqb7QXuGjc/eiOPnN2Uq/9M5ccUE4e6+T9m7Odmrm6YSqPHkzncYTYG+BX/vuDjFNr/4J5x9XbyNdStW5vLXHP9Zjh9M+9Otm9vBfj+X5eTE82uXQ28j5mR4T5/cjJJCSYRkRNKnIRSvScROdOZDJM34ZTjsAPuWQSRJt93oPmTVRn2bLp9PpLFnccSY3Uvh0hNSQlqVtU9zboWXVvkeFz+QsUB+358GUkwCa1gE1/VqkFsrIn0dCc2I4fK5sMcciSQ64ogNtZEYhUHi9JW89Hx+wyUDLq7cWf6Nb+Gt//+jLc3f+6Nu/aNbK79xD/u0cxdbHroIwwX5FlNZMZHEn00G4vdicuAJg+6E0fDezzJQ7m5/DJmDPuWfk56BMTZTTS+7Q6aDBmM2WbDbJhoct/AgAkhzywiODHbqKjEkcViJQ98Eke9f37BL3E0cd4EPquWyclJo5xvZgaV6OHdMd5ZPYUmZ+IO81ARyZnvqmaTGUSi57uq2dyRlVHkY3ri9qbuZE0hM3oO7U6DFi1ISdlaaNIlJWUrZ59zblBxnq+Lasucllnom2JzWiZUIei+ZW1JL/xN9pZ0/nLuLbStv/7azKWXXUCLetUxNoIrwKo1Ixta1HMnNIO5B4czrdDHdDh3AlV9aj3l5mRz9fKRfNZprHf5VkmXGZsjIzlSNaZMluDld13TS5i969uA5+wRFq5reglVTVbvc9nJYmNNVK/uTvQX9Xx8U9W23Fz9Iqr07YH962cDP2akhSp9e9DrSE6RCRwIbvlZsHEHD+TxXUbBMV26umseZW0vfHx5EkdFJZgyU47xo2Ujrb/Zzq8FJJd+vHMjbWjJvRf/i+H9VtDe+NsvcXTw/ebcO+ZfAHyc8W+WTN9FV+d7fomjJW/ezvlP1oL/ppNyuCvdFy+iw2d/n6jnZnfy/uGb2fDfdEaPjmfvzNfoYt7Pgun+M5y6J3zI3pkrSRgyhKSkgsdHTAwkJVkD/kxFRMRNNaFERE5B/i2kAW7+YrTfFtImw4RhGD5xt3451htnMkxFJqo8b/zyv0EsLG7SnPF8XOUIELgo8/UHK5HYrp030RMoJlBCqLC4/y58lspX1+PfX66jS9Vl3l1+lu3vwopOrVj44wb+tTuCxu8WnDRqNqguNL+Giz/7m8QpRce1HDwYV042b+/53q++y901L6Hl4MGAOyH090svsSjrT1aPvNJnOVjfaRbOfvg/QMEJIeZP8CZ6DLM5ZImjUCR68s/q2b07tdDCurt3p5KT4wxJomfPnt20PLtVUHGHqzcrNGZ7npW2gGHUKvRNrGHUgmLEBROT6apW6IyLzLOrAeAkqdD2nCQB0PDsurR+r+A32Q2frkuOw471q4LbatneXZcr7e3pRP9lIeN6/xIG0cvMpO2aTuUhQzjmTCz0Ho61TOT9+XlYzyv4Md+fH0mrVr61nuy5dirtz8DItWOJivG7riJKjIgnymwjy5Hrdy7CsLrPW0wkJ1fzqQnlMWhQNSIj3Ymeno06k2m3Mz91hV/cHfWv5F+25gBUjU4gwmEEnK1mc7jPp/22ucgEDrVhyY7Cl58t2bGdc1u3CWqZWlxVJ9YDBcf8UXUnV9I26MRRMHE8v46qPzlob2z0Sy5VWmDAznXw4U3M7/sCR7Mjsb/T3G/XuGyXjfl9X2DgwhGMHFWbx56oxahRdXgjX92l/gPq80FGElarezDn/udZ/nuDhdpbF5NwIJMsZyT/tOjOa++PwHb8/psmJzN3oIOnRu1l6rQD7NoVTWysiaFDEhnz9FPenS2jogoeH717R2jHOhGRIigJJSJyCqZvWMLsLV96v/dsIW0YBgObXxdUXGdbiyITVZ6Eltkw4cBZZNywu54gOV9RWk9R5n+lRXmL0m565RUqT/2I769twZpLG3KsSrT7zcDnG+m4ZD0tkk8khIKJG3bXE1y9cyLv1PqbNy/Nn+j5m49rJBJ9RV9Mhon4yMgCk0bNkwcB0Dx5EI6srCLjnHY7s/b/HLC+i2nFT0yw2zGbzTiys5m594cC4lYyITubHIf9lJeCFTdxFKpEjydxVLly3ULfeFauXJe9e+0hSfQ4rGcFHdeyYVKhM3oa1U8EoG6DBOJesXDwWv+4uOVW6l6bUKy4YGJq1Ish/f1GBc64qPGsO/nyvWM1McvNHL7Ov72Y5Wa+b7KaVnQlMs5K481nYzXW+rVXb8t5RMZZicRK4z8jj9eE8tXkzygq3RQNQKP7H+T9bDsD3l3E9mprMEfl4ciyUHdfG6a/cBNRke4ZF1/m/sih9xoEfGO/970mfHnPj9yeuIGMb7f6LIn0aPPtVm6vvxRwJ01cDgcbJk0iZdYsBmZmsuLFS2nQuzfNhw0rtBB3RTB385cBE1AAOS47czd/Sb/m1zBuXE0Mw10DKj3dSWysiUGDqjF2bE22bUsBYOwzO/mixbdYov3bevevb9nwQ12GDorDYndy/rdb+eGKBn5xF3yzFcvVzqATPfd3vJofn/i6wHF9/4SrAYJapva/jJuISfuWwwFioj+3sP+s86E9QSeOgokbMO9xcjJzefvOCbRZughHApgPw6FGN3H3n48TEe2e8dVv/mP0ynEwesxeBr16Yte4/vclMfqps7BFnCj+bTYbPPdcLUaPLrjuUlSMlZumDyTzSB8smTZqt6xJbGXffzjDbMZqNjPhuTo8NbpWoTWcAo2PXr2sDB1atjP9REQqAiWhRERKKNeZx4ep3wc8tyDlO+72LGkpIu7yJk2wmSwhSWh54iwWK8+9O4bPqvsWZf6seham95/nibvH0Dx5EB/G7+fnaie2mbZHWvi5c1OqnHceN/c+kRAKJs7IczD74KrAiZ6vfuFex824cBacNPrqRNLInp1baHJpXHYutpgojvyzm1Xt6wT82a7qUIcj/+ymSv2GQcXtST9WqjOEUlK2hizR40kcHTkaWWhh3SPnR9KgYVwhyRkLDa6rAkCDhlUKjas9KC7ouEpRFmqmXcCuur/6xSTuOIe4c91v8t7b8QVr9rWi9f/W+S2tWXP4HN7b8QX3NOvK/O2fFxo3f7t75l5RMf2aX8P87Z/zecdWXPGO4Tfj4qtOJ+L6n92JLTGNWf+/aX7ttaj0IP3Prgfg3iFsQBatX0ik/9IV3jfZ31c7n/kPZ5Ix+xkA1rfOo9rKTA6fb/O2lbA6l7/aRvPi7Gd4tM9oxo7/h7Hj/gGaYIqsx/lTlrB60LX8mG3jvcF/MnJEDZ4eXZvLVmxgeU40ewPMGskigstWbODHa5rz88bt1Nm03293v587NaFl0+acffzfZMOkST472jkyM93fGwYtHn7Y/x/6FPnWgHMvI85zOTFcDnctuBDWurv4s7+p/Mr/+P6a5qzJlyhp8+1WOi7dQIsH3Ul1T0Hpxx6rQaVKa9m1qxXx8b4JuHuHxfDV14E32rFE53FHf/e9ZKel0XHR77jsdr/kTMdP1pM9JK1YM4SsX0dSKS/bbxzaPrAx/x/3DKFglqndUXkB587+Hx+ZLmHHVfHemDpfHuXGL75z/4GBh4JOHBUU90/ta+iyuA/Nz26GxWbBYrPw4NKxpB96nJ1/7Q6YEPLETXy+Lk+PqV1kUW8Iru5SdKVIGrYJXBOsOG0FGh/7928rsl0REVESSkSkxA7nZZDlCLQfFWQ5cjiQfSyouMN5GSRYYopMaEWYbeQ4coOKC7o2UHwBhZbjjzI0O5PomDiysjODiis00dO+Dj0P7PN+XVCMJ2n03Oi1hSaNnhu9lpHPt+dAhK3QRM+BCBtVIKg4IyM0S8GKkzgKTaLH6k0cJSVZ+XrunQUW1k36P/ebuBZxg/njf/7bi9c09/a+ySsqzrM7WKTNRfOYZP7831S/uCSjJxFWJxunTuW2yVN5vdPNHO3swhzlwJFlJv5zg17LJ7DvyHYajR5N70aduHNmHqNHX8UbA3YQFbOXrIyz6D+gDu+/XB2rzf2zvPizv3lpzSvMPXgH375zOXGJRzh2oBKdo77mpSrjafnZgwBFxxyf6ffSb68wlzu4f8tkok3ZZDoj6VLpS15a84w3btOUV+j44SukHrqdb9+5wttel8ivuLjyNWyq+SAthj5E5pa+/Dh+Dz8CM8j11kazb7XBrXDVE+5lez8e363RZsuiatU09u+vTm6uuyq1J6bOHX/Q8ULfmkMd5n3g/bpO4y5Abd4/1J2Fh/fgwsT8w7eceEyXFQMnZx9KYmSzWlxqbQxnQ43q1dizJ5WkpPpEx8QdH6/uf09HdjYp77zjP9CAlFmzaJqcHPK6ToFqK923+U33F+uLXwy9MM2TB9HsgQe5CUjPziWpyU/s2XQR+1rvggehYaNGPvH5fx9OVj06nihzRMDn9yhzBIkR7k0KrNWqYo2O5rLF6/1qEhlRUVirVS3RDKE3793hXX7Wr18dRm87MUMomGVqJgbRLNn9szhw4Ah//ZVCywsbkHhjJQAMk/uei5s4Ojku7dA/3vP5xVaOpnnHxkX+m5Xnot6FjQ8REQlMSSgRkRJKsMQU/gYkMo5dHCkyLsESE1RCq2ZMIgeyjwUVF0xtIM/XhcU0btIqqLYaN2lFRnxkoYme9Hj3mwj74YJjMuIjqQL0erQOy34sOK7Xo+4ElSMjASOLwDtKZbnPBxvXoGF0UImeUCaOgkngQOGJnhYJDxJpc3njHrivBs89719Y97FHqhFpc5GXZ2fUqLMYPXoI0wfsIDpmL5kZZ3HrbfEMGmQhL8/uLqpeQNyAAXXoc3cGjjx3Mf4NU6fQbuErbAmQ7Olc5Xb2Jt1FuxEjaHDfQLoBew5mcOunL/F+16Ek3RBDSqp7mSbAllemsXHyZC4B2ibYOORIoHLCYSIW5PLFAmg6eDDNhgzxJhJuBo4edZBY9XcO7G9NfPzlwFMYJhMOh4uGAx6g2/GYGknr+GdPK+LjLwNGYra4H7PJ/ckFxHX0iZt/6BbGpbi3cncB6bvcW8QvzL6BhYdvYMShJEYDT42qy4iRvkXYt251F0pv2LAhx9/X+8Xk54np26wLdzftXGCcJ3E0clRtnhxZG4CsLKffrBGTCcyGgcVwJyji4xKIjzsvYJvZaWk4MjICnnNkZJCdlkZM3YL7XhL5a9057XaWnHMOLRZ/jGGx0LBBwxIXQw/EOL4pAwBZJjL3JoArEsNi8Z4PVoTZxr/rd/SZmepxS4NLsJncbb6z7Wu2dqhF+y82YbU7SThwYlbpyo612bvta/o1vyakM4SCW6Z24mdRrUZVLq9Rtch7DjZxlD8u7VCR4RWKw+HCsz+T3e7yfvZ87XC4MJtDN2ZFRE43SkKJiJSQzWQp9A1IhNkWVJzNZAkqoQWQGBkXVFzNmvWx/Z4XMHlky8mjZs367q+DiEk6q06hcUlnuRNC1WKrFFh8N8JhUDki3vt1QTHVYt2JnhrxiYXG1Yg/XkOoRgT/LGvJWTf+5Rf3z2dnU/eaiKDjipPoCVXiKJgETqPRTxca17bK1Wyo9SAthjzEhqlTaPvhK9xS+Q4+OdyVXbsaEGlkcUvlhVy4YB4baj7Ix5WPuIvWXwbNLzJjPxSFtXIWf0U4GLgVrl9ViUd6jzpR3P6kuJURDlZuhc67bTzV9Fm+79yUmY2uBzI4O+cz7IeiqFs5i70RDl7mem6o3JQNW5b7zHSJqAY9f33G+/1NVdsynGY0uv9B6g+4H3C/qUtIWMvhw+d6iwt7EkJOTDhxf22LMuPEgi3KhuN4RW0TMG78Hp5++p98/9IWqiet9343alQNRo+uybjxaUHF5U/0BOJJHLnf/Pue8/Tf89kdV2BTJ2LyFQkvNC7fY1qtZr9lY8URWb065piYgIkoc0wMkdWrl7jtguS/T6fJidnpwmKYMQyzdwfSUHI4XIwYsZupU92zM2vVWkfPnlaGDSveDC+Hy0nfplfjAhamfkeWI5cos42b61/C3U26sCN1GybD5N5oYfkmnLhv08CdyHQB7ZZvolnLv6H5Nd52Qz1DqDzPJKqIxo49+bkFYmJ+8349atQeRo+uWcq9EhGpOJSEEhE5BQOaX4thGCxI+db7BuSWBpfSv9k1QcdtS0kNOqFV1F/ePXFRkdFcdTTevbPbSa46Gk9UZLT366Jids6YSZutW33qM3mc/81Wdu6cSbMhQ9j239c4b+vfAePafPk3R9bMB+C8QwXHbEt9Lai2PHE73pxGqwX7+DXnbGp2+xtzdB6OTAu7FzfjwsVb2dFqWtBxAB0WTGVrgOVW7StfzcZayTQbMiSkiaOVVzfj7UISODcmNuNiKDLu7sbNaHFSXJucRd7EUf64IQ068aDdXavGbndRrdrv7NvXmp27UgFo0tn95nfI7Y8HjLNaDVJSU7A0cmdddrzXmu/HFZyYaPNgBENebMmd9f/lbSt/cmlrylYsJncGIlBCKC7hT+93noRQ0W8CazByZBJPPplUYL88SaNg4wIll05H5shIGvTq5VMTyqNB794hX4pXFkaM2O2zs1l6upNXX83BMGDatODbCbSMMMuRy5wtXzJny5fcVLUtN1e/yDtzD9zLHXP27SOiWjW273EvyTx5CaCUbwU9Z3hmPDZuXPDziYiIKAklInJKzIaJgc2vo2ejTnT97AkW/ms0MVb/N2nBxIUioeWxcepUzpkyl8PXtfArcnvOJ+vZeNS97XxRMc2GDKFpcjLjcwfw/LzxfBl/lNwIC7acPK46Gs9/nn0Pq839F/ZGDz7A2LwBzNj8OQu3/0C2M5dIk42b63ag73Pj2Ll9BwBj6z7CjM2fs2j7D2Q5c4ky2bjpeIzVYvVrq6i4dwfkMXp0Gv+9rzW5tkxsudHc3786o3eeqCHkiXto6CZm39uKvMisgHEN7hvItcDBw7lc//ELrLr+YaokXAKMwHQ8AxHKxNHdza6mT9MugDs5ExPzGxkZ53mTM6bj00N6Ne7CXQ06e+P8ZgiZfeO2pmwlz+6iTZtjfnHjx+09KYFjo3KVDd7vRo3az+jRNZkwYX+hcYMHR/B//wdPjazFiCdr+Y15cL8pM5kI8JgmKsWt82srlImjYJNGZ0pyqTiaDxsGhsHG2e9w1Ook3m6iaY9eNB86tKy7dsqyspzeGVAnmzUrhxdfdAZd3yf/MsKTf38BUlPcu+jlXwJoslqxxh2vw7Vvn/e8VBwFPWec/HwsIiKBKQklIlJCTpfTu5OTZ+cms2HyHvPUMSkqzulyL99yuVz0a9qVOxpcQbfPR/L+VSOJsUbicrlw4MRsmLy7SBUV1+jBB2hw30CuAY4eO0zvJaOZde1o4q9PgIl4EyrBxDhNBqaICB7t8zT3HztMz4+e5N0bnyE+LsF93jAwA7NOWnIFkO3MZW7q18xN/ZqbqrYFYNHG13xisvLFeAoQB2qr0LjL4JyTlox1+RL/uOuhdZfAcYDPY0bWgFt/Ge393tNWYQmh/LN6gkocOQ1cTvf3LocLl8Pk/jAZuPJMuI6/Fy4qieOZIRRMXLB/xS8s0eNJLnnuo6D30J57DUVb+SlxFF5Ok8HX1zXnw7Ov8Sa6/12/OU1N7t/1imzPHjvp6c6A5zIy3OeDXbqWfxmhy+T+/bWYzN7nAFOIdvQTERE5nSgJJSJSQh/t+4VF633XbnT+9DHv132bdOEKa9Mi47zJmZNiun0+0qete5p1Dbj8I1CcXxKnSjQ3/zjRJw4oMibgY1aJ5sZvn/GLC3ZWwJB2t1EQT+Iuf1uFxfVs1LnAZV5w4i/SnrjCZggBQbUV7KyeYBJCQKHLyko6Qyh/IeyT44L9K34wyaVghbItCb/pG5b4LPnNcuQye8uXGIbBwObXlWHPTl1SkpXYWFPARFRMjPu8iIiIhI+SUCIiJXRjtbZFJlS2paQWGReO5EywcaFsK9hZAcEUGg62IHMoZwjByQmhwG0FO6sn2MRROGYIBSqELRKMHEcuH6Z+H/DcgpTvuLtJZ2/tuYooKspEcnI1n5pQHr17R/gtxctx2Ik46xg5DjtWa8W9bxERkfJCSSgRkRIyGaagEipFxYUjORNsXCjbKmjb6vznQ10rI5QzhKDghFD+mGBn9QSfOCq6LZHSciD7WMDdNwGyHDkcyD5GzZhEn+M5DjsAuc48LBVgneS4cTUxDJgyZR/p6U5iY0306mVl6FB3nT7H8SXUb/39KQu3fU/bN3L594ql3FyvI/c064rT5dRSOxERkRJSEkpEREKiqB3LBg+OYMiQqJA+ZqhnCFWA988iYZUYGUeUOSJgIirKHEFiZJz3e4fLyfQNS/gw9TsAHtr0Nv+q3Ir/NKjvrX9XHpnNBuPH1+Kxx2pQqdJadu1qxf7927znC9z1busK5mxd4d31TkRERIqv/L5CEBGRCmXkyCRyc9sU+JGcXPG3dhc53UWYbfy7fseA525pcInPUjxP7agsRy4AOU47nxxYzRt/Ly2Vvp4qz9K7k5fg3V7/MqIKWHIYZbbRNaF12PsmIiJyulISSkREQsJsNrBaC/7QttUiFcOA5tfSs3EnbyImymyjZ+NO9G92jTemqNpROccTUxXRmjemeRNrJ8ty5JL64fxS7pGIiMjpQ0koEREREfEyGyYGNr+OBZc/CcCCy59kYPPrfJbYBVM7qqK6cEByoTOhGt5yp9/xrCynz2cREREJTEkoEREREfETYbb6fM7PUzsqkJNrR1U0VquNm+sFXpJ4c/1LsFpO/DwcDhePP76LWrXcO2nWqrWOxx/fhcPhCni9iIjImU5JKBEREREpluLUjqpoZm5cxpzNX1Jn036sOXkAWHPyqLNpP3M2Leejfb94Y0eM2M2zz+4lPd09Ayo93cmzz+5l5MjdZdJ3ERGR8k6744mIiIgIAC6HA5fTnVBx2u3ez06Te+tIw2TCOL6N5IDm12IYBgtSviXLkUuEYaFzlXN9akdVRH2aduGij9ay9bX/YbeayIiPJOZoNla7k4b3DSTi7LaAe+nd1Kn7ArYxZco+evaMIzJStfBERETyUxJKRERERADYOHUqGydPBsBhMuClG/i0TRvMTvfysqaDB9NsyBAATE4Xl338FzXmLuWoxUlsrkGN66yY2rnADA6XE5fLfV2e0+H9bDr+tWEYPnWmSoPD4eJ4jg273eX97Pna4XCBPZdt784GwGp3knAg03v9tnfepWm36yEigj177N4ZUCdLT3eSluakbl1zGO9GRESk4lESSkREREQAaJqcTJMHHgDcCaMXP3+Ca//4A0u+mVAeGyZNYvOrr2ICEo4f2z9vHhsqV6bFww8zc+MyZmxa5tP+1ctHer/u26QL9zTrGs7b8TN27B6efvofn2MxMb95vx41ag//uScPR0ZGwOsdGRnkHTyILSmJpCQrsbGmgImo2FgT1aur6oWIiMjJlIQSEREREQAMs9m73M7kdCdRTFYrJpPvjB5HdjYp77wTsI2UWbNompxMn6Zd6N2kM+Be0rfknHO49o8/MFndhb0No/SXqo0cmcSTTyb5Hd+6dSsAjRsngT0Hc0xMwESUOSYGS5UqAERFmUhOrsazz+71ixs0qBqRkYF3DxQRETmT6U80IiIiIgK4l9DlOR3eD8Dne4fLPesnOy2t0NlC2WlpmA0TFpPZ+2F2uny/L+WleABms4HVWvCH2WxgjoykQa9eAa9v0Ls3pogTuwKOG1eTxx8/i9hY973Expp4/PGzGDu2Zqncj4iISEWjmVAiIiIiAhBwCV3nTx/zfu1ZQhdZvXqhs4Uiq1cPe1/DqfmwYWAYpMyciSMzE3N0NA369KH50KGkbNvmjTObDcaPr8Vjj9WgUqW17NrVivh41YESEREpyBmbhMrIyODDDz/k559/5qeffmLt2rXk5uYyYcIEHnvssUKvnTt3Lq+++ipr164lIyODatWqcckll/Doo49ywQUXBLwmOzubCRMmMHfuXLZv306VKlXo2rUrY8aMoXbt2uG4RREREZFiyb+ELhDPEjrPbKHNr77qF9Ogd2/MkZFh62O4eXYIbDZkCHV69WXFxe247IuviK4Sj8vpxOVweJcsekRFmXw+i4iISGBnbBJq06ZN9O7du9jXDR48mClTpmC1WrnssstITEzkr7/+4v3332fhwoUsXLiQbt26+VyTnZ1Np06dWLlyJUlJSdx4442kpqYyY8YMFi9ezA8//ECjRo1CdWsiIiIiJWI2TBBkqaaTZwsZkVEk3nQjzYcODW8nwyz/DoEeKy5u5/26Wq9eVC/Ba0gRERE5g5NQcXFx9OvXj3bt2tG2bVsWLFjAM888U+g1a9euZcqUKVSuXJkffviBZs2aec+99NJLDBs2jOTkZL8k1Pjx41m5ciUdOnRg2bJlxMbGAjBp0iSGDx/OPffcw9dffx36mxQREREJEycmZh24k9dSL8WWfZDsiATuPBhPO0xU5AVp+XcItNtdxMT8RkbGeVit7uxcSmpqGfZORESkYjtj5ww3atSIN954g3vvvZc2bdpgsRSdj/v2228BuP32230SUABDhw4lISGBbdu2kZaW5j1ut9uZMmUKAK+88oo3AQUwbNgwWrduzTfffMOvv/4aitsSERERKRUjRuzm2Wf3cijdyt68sziSEcGrr+YwcuTusu7aKTHMZveOgMc/HFh8vj95KZ6IiIgE74xNQpVERL7dUApiNpupVKmS9/vvvvuOw4cP06hRI9q0aeMX3717dwA+/vjj0HVUREREJIyyspxMnbov4LkpU/aRleUs5R6JiIhIRaAkVDFceeWVWCwW5s+fz99//+1z7qWXXuLw4cPcfvvtPsmqtWvXAnD++ecHbNNz3BMnIiIiUt7t2WMnPT1woik93cmePfZS7pGIiIhUBGdsTaiSaNy4MS+88AJDhw6lVatWPoXJN2zYQI8ePXj1pF1itm/fDlDgDnie4544ERERkfIuKclKbKwpYCIqNtZEUpLVu8scgNNu9/kMYJhMWtomIiJyhlESqpiGDBnCWWedRb9+/Vi+fLn3eMOGDbnqqqt8aj4BpKenAxAdHR2wvZiYGJ+4opx99tkBj2/ZsoW6deuydetWn+MHDhwIqt1wxocq5nRQXu4z3P0IVfun0k5Jri3ONcHGavyfUB7us6KM/VNtS+O/fCkv9xjqfvTsaeXVV3P8jvfqZWXPnlTSZs1i3zvv+Jxb2qqV9+tAu8y58vK8fTWCqNcZSCjHv93uAmDr1q3ewuSBYoONO9V+VkTl5T71/B+aa/Tav3jKy31WlPF/qu2E872vXvucYLfbsVqtJb6+wiahunfvzh9//FGsa2bNmkW7du2KDiyAy+Vi2LBhvPzyy9x3330MGzaMmjVr8ueffzJ8+HD69evHX3/9xQsvvOBzDYBhBN7v2HNeREREpCIZNiwSw4CZs3LIzIDoaBe33eZi6NBIAKr16EG1u+4quIECXhuJiIjI6avCJqFSU1P96jIVJTMz85Qec+bMmbz88svcdNNN/Pe///Ueb9euHUuWLKFFixa89NJL9O/fn+bNmwMQFxcHQEZGRqF9OnkGVUH+/PPPgMc9M6QaNmwY8HxBxwsSjvhQxZwOyst9hrsfoWr/VNopybXFuSbYWI3/E8rDfVaUsX+qbWn8ly/l5R5D2Y9p0+C55+1cNXcsb3boSWyU5ZTad9rt/AUkJiZiWE6trVCMf/cMpzU0bNjQO8MpUGywcaHqZ0VUXu5Tz/+huUav/YunvNxnRRn/p9pOON/76rUPpzQLCipwYfJVq1bhcrmK9XHFFVec0mO+c3xKuWdHu/zi4uLo2rUrTqeTb775xnu8bt26AOzcuTNgm57jnjgRERGR8s7hcpLndJDndGCNcBFZIx1LhJM8l/uYw6Xd8URERMRfhZ0JVRY8CaP4+PiA5z3HDx486D127rnnArB69eqA13iOt27dOmT9FBEREQmnmRuXMWPTMp9jAze87v5iPfRt0oV7mnUtg56JiIhIeaYkVDHUqFGDjRs3smrVKq6//nq/87/88gsA9evX9x7r2LEjlSpVYsuWLaxZs4Y2bdr4XPPBBx8A0K1bt/B1XERERCSE+jTtQu8mnX2ObU1xb47SsEHDAmthnk4cDhfHN//zFib3fPacN5tP/5+DiIhIcVTY5Xhl4aabbgJg0qRJ/Pzzzz7npk6dynfffUdcXBxdunTxHrfZbCQnJwOQnJzsUxtq0qRJ/P7771xyySW0bds2/DcgIiIiEgJmw4TFZPb9MI5/mMyYjdP/JebYsXuw2dZgs60hJuY3AGJifvMemzo1u2w7KCIiUg6d0TOhbr75Zvbs2QOcWGo3bdo0Fi1aBEBSUhILFy70xt9///18+OGHfPfdd3To0IEOHTp4d8f766+/MJvNvPLKK1SpUsXncUaMGMEXX3zBypUradKkCZdeeinbtm3jp59+IjExkRkzZpTODYuIiIhISIwcmcSTTyYVeD41dWsp9kZERKRiOKOTUGvWrGHbtm0+x3bs2MGOHTsAqFevns+5yMhIli9fztSpU5k/fz6///47P/30E9WqVaN79+4MHz6c9u3b+z1OZGQkK1asYMKECcyZM4dFixZRuXJl+vTpw9ixY6lTp074blJEREREQs5sNjCbCz8vIiIivs7oJFRqamqxr7HZbAwbNoxhw4YV67qoqCjGjBnDmDFjiv2YIiIiIiIiIiIV3RmdhBIRERGRsuVyOHAdr/DttNvdx/LyvN8bJhNGYVOOQkwFx0VERMJHSSgRERERKTMbp05l4+TJPsfWH9+F+C+g6eDBNBsypNT6M3bsHp5++h+fY57C4wCDB0cwZEhUqfVHRETkdKIklIiIiIiUmabJyTR54AGfYykpKQA0aNAAw1S6O+2p4LiIiEj4KAklIiIiImXGMJv9ltsZFvdLVJPVWur9UcFxERGR8CndPy2JiIiIiIiIiMgZSUkoEREREREREREJOyWhREREREREREQk7JSEEhERERERERGRsFMSSkREREREREREwk5JKBERERERERERCTvD5XK5yroTcuri4uKw2+00atTI57jdbgfAGuQWx+GID1XM6aC83Ge4+xGq9k+lnZJcW5xrgo3V+D+hPNxnRRn7p9qWxn/5Ul7uUeM/NNeEavyXl3ERbuXlPjX+Q3ONXvsXT3m5z4oy/k+1nXC+99VrnxO2bNmC1Wrl2LFjJbpeM6FOEzExMQEHsdls5vDhwzidzqDaCUd8MDHbt29n+/btQT1mRVbcn29F7Ueo2j+VdkpybXGuCTZW4/+E8jD+K8rYP9W2NP7Ll/Iw9kujHxr/xYs7E8Y+aPyXdlvlYfzruf8Ejf/SbSec73312ucEq9VKTExMyRtwyWktJSXFBbhSUlLKLD6YmJYtW7patmwZ1GNWZMX9+VbUfoSq/VNppyTXFueaYGM1/k8oD+O/ooz9U21L4798KQ9jvzT6ofFfvLgzYey7XBr/pd1WeRj/eu4/QeO/dNsp7vV67VM2NBNKRERERERERETCTkkoEREREREREREJOyWhTnMJCQmMGjWKhISEMosvbpuns/Lyswh3P0LV/qm0U5Jri3NNsLHl5d+8PCgPP4uKMvZPtS2N//KlvPwcNP5Dc43Gf/GUl5+Dxn9ortFr/+IpLz+LijL+T7Wd4l6v5/6yod3xpFw4++yzAfjzzz/LuCcipU/jX85kGv9yptLYlzOZxr+cyc708a+ZUCIiIiIiIiIiEnaaCSUiIiIiIiIiImGnmVAiIiIiIiIiIhJ2SkKJiIiIiIiIiEjYKQklIiIiIiIiIiJhpySUiIiIiIiIiIiEnZJQIiIiIiIiIiISdkpCiYiIiIiIiIhI2CkJJSIiIiIiIiIiYacklIiIiIiIiIiIhJ2SUHLa+Oabb7jxxhupV68ehmEwevTosu6SSMgtW7aMCy64gMjISGrVqsWIESNwOBxl3S2RsNNzvJzJZsyYwZVXXkm1atWIi4vjggsuYPbs2WXdLZFS8cEHH9CuXTuqVKlCZGQkjRs3ZsSIEeTm5pZ110RKzfLlyzGbzdSvX7+su3LKlISS00Z6ejotW7Zk4sSJ1KhRo6y7IxJya9asoVu3blx22WWsWbOGyZMnM3XqVJ588smy7ppI2Ok5Xs5ky5cv54YbbmDJkiWsWbOGO+64g169ejF//vyy7ppI2FWpUoVHHnmEb7/9lg0bNvD888/z+uuv8/DDD5d110RKxe7du+nTpw9dunQp666EhOFyuVxl3QmpeH799Vc+//xzfv75Z3766Sd2795NREQE2dnZhV6XnZ3NhAkTmDt3Ltu3b6dKlSp07dqVMWPGULt27ZD1r379+tx99936S7mUmtL4nejRowcbNmzg119/9R6bPHkyjz32GGlpacTGxobl3kSKUtr/J+g5XsqTsnpNdO211xIVFcWCBQtCdSsixVZW43/o0KF88cUXrFu3LlS3IlIspTX2HQ4HV111Fd26dSMjI4O3336b1NTUMN1VKXGJlMCNN97oAnw+IiIiCr0mKyvLdfHFF7sAV1JSkuu2225ztWvXzgW4qlWr5tq8eXPI+levXj3XqFGjQtaeSFFK43eiXr16rhEjRvgc27x5swtwffXVVyG/J5Fglfb/CXqOl/KkrF4TdejQwXXvvfeG6jZESqQsxv9ff/3latasmWvQoEGhvBWRYimtsf/II4+4rrnmGpfT6XSNGjXKVa9evTDdUemxhDXDJaetDh06cO6559K2bVvatm0b1NKI8ePHs3LlSjp06MCyZcu8szYmTZrE8OHDueeee/j666+98QcPHuTgwYOFthkfH0/16tVP7WZEQqA0fif27NlDUlKSTxuex9m9e3cI70akeEpj/IuUV2Ux/mfOnMmqVauYOnVqyO5DpCRKc/zHxsZit9vJzc1l4MCBvPTSSyG/H5FglcbY/+STT5g9ezZr1qzBMIyw3UupK+ssmJweKCLzm5ub60pISHABrtWrV/udb926tQtwrVq1ynts1KhRftnlkz/69OkT8PH0V3Ipa+H4nbDZbK5XXnnFJy4jI8MFuObOnRu6zouconCM//z0HC/lWbjH/6JFi1wRERGut956K2R9FgmVcI7/TZs2uX7//XfXW2+95apevbrrqaeeCmnfRU5FqMf+jh07XNWqVXOtWLHCG3O6zIRSYXIpFd999x2HDx+mUaNGtGnTxu989+7dAfj444+9x5566insdnuhH2+99Vap3YNIKJXkdyIpKYk9e/b4xHm+P3mGlEh5VpLxL3K6OJXxP2/ePG6//XZeffVV+vbtG/a+ioTaqYz/xo0b06pVK/r27cvEiRMZN24cGRkZYe+zSCgUd+yvWrWKffv28a9//QuLxYLFYmHMmDFs27YNi8VSod8HazmelIq1a9cCcP755wc87znuiQMwmUyYTMqTyumpJL8THTt2ZOnSpYwdO9Z7bMmSJURFRXHBBReEsbcioVWS8S9yuijp+J8+fTqDBg3i7bff5o477ghvJ0XCJJTP/y6XC7vdHrrOiYRRccd+p06d/ArvT5s2jY8++ojPPvuMWrVqhbG34aUklJSK7du3AxS424XnuCeuJNLT09m8eTMAubm5/PPPP/z222/YbDZatmxZ4nZFwqEkvxPDhw+nffv2DB8+nP79+7N+/XqeeuopBg8erJ3xpEIpyfjXc7ycLkoy/idNmsQjjzzCK6+8whVXXME///wDgNlsplq1amHusUjolGT8jx07losuuoiGDRvicrn4+eefefTRR7nxxhtJSEgIe59FQqG4Yz8uLo5zzjnHJ6Z69epYrVa/4xWNklBSKtLT0wGIjo4OeD4mJsYnriRWrVrFlVde6f3+tdde47XXXqNevXoVfxtLOe2U5Hfi/PPP5+OPP+bxxx9n6tSpJCYm8sADDzBmzJjwd1gkhEoy/vUcL6eLkoz/yZMn43A4uO+++7jvvvu8xzX+paIpyfjPyspi0KBB7NixA4vFQv369Rk6dCiDBw8Of4dFQqQ03g9XFEpCSalwuVwABVb195w/FVdccUVI2hEpDSX9nbj66qu5+uqrw9YvkdJQkvGv53g5XZRk/CvRJKeLkoz/8ePHM378+LD2SyTcQvF+ePTo0YwePTqU3SoTKrgjpSIuLg6gwOKBmZmZAFpSJGcM/U7ImUzjX85kGv9yJtP4lzOVxv4JSkJJqahbty4AO3fuDHjec9wTJ3K60++EnMk0/uVMpvEvZzKNfzlTaeyfoCSUlIpzzz0XgNWrVwc87zneunXrUuuTSFnS74ScyTT+5Uym8S9nMo1/OVNp7J+gJJSUio4dO1KpUiW2bNnCmjVr/M5/8MEHAHTr1q20uyZSJvQ7IWcyjX85k2n8y5lM41/OVBr7JygJJaXCZrORnJwMQHJyss9a2EmTJvH7779zySWX0LZt27Lqokip0u+EnMk0/uVMpvEvZzKNfzlTaeyfYLi01YyUwCeffMLYsWO93//0008YhkG7du28x0aOHMl1113n/T47O5srrriCn376iaSkJC699FK2bdvGTz/9RGJiIj/++CONGzcu1fsQCRX9TsiZTONfzmQa/3Im0/iXM5XG/ilwiZTAjBkzXEChHzNmzPC7LjMz0zVy5EhXo0aNXDabzXXWWWe5+vTp49q+fXvp34RICOl3Qs5kGv9yJtP4lzOZxr+cqTT2S04zoUREREREREREJOxUE0pERERERERERMJOSSgREREREREREQk7JaFERERERERERCTslIQSEREREREREZGwUxJKRERERERERETCTkkoEREREREREREJOyWhREREREREREQk7JSEEhERERERERGRsFMSSkREREREREREwk5JKBERERERERERCTsloUREREREREREJOyUhBIRERERERERkbBTEkpERESkGAzDKPTjiiuuKOsuioiIiJRLlrLugIiIiEhF1KdPn4DHmzdvXso9EREREakYDJfL5SrrToiIiIhUFIZhAKCXUCIiIiLFo+V4IiIiIiIiIiISdkpCiYiIiITB3XffjWEYfPXVV3z22WdceeWVJCQkYBgGhw8f9sZ9/PHHXH311SQmJhIZGUnTpk0ZOXIk6enpAdtNTU3lzjvvJDExkdjYWC6++GI++eQTvvrqKwzD4O677/aJv+KKKzAMg9TU1IBtFVbHqjh9y/84ixYton379sTExFClShXuvPNOdu7cGfAxXC4Xs2fPplOnTt7HadiwIXfddRfff/89AO+//z6GYdCjR4+AbQD07dsXwzB49913C4wRERGRsqUklIiIiEgYzZkzh2uuuYaMjAyuueYa2rZt613SN3z4cG644Qa++eYbzjnnHK677jpyc3MZN24cV1xxBRkZGT5tbdmyhYsuuoh58+ZRtWpVrr/+epxOJ9dffz3vvfdeSPtd3L55TJs2jVtuuQWXy0XXrl2JjY1l3rx5XHXVVWRlZfnEOhwObrvtNnr27Mn3339PmzZtuOmmm6hRowYLFy5k+vTpAN5jCxYs4ODBg36PefToUd5//30SEhLo3r17SH8OIiIiEjoqTC4iIiISRtOnT2fevHncfvvtPsffe+89Jk2aRJs2bfjwww+pX78+AHa7neTkZF5//XVGjx7N888/773mgQceIC0tjQceeIApU6ZgMrn/nvjGG28wYMCAkPW5JH3zmDZtGp9//jlXXXUVAJmZmXTu3JmVK1cyd+5c7rnnHm/shAkT+OCDD2jVqhUff/wx9erV8547ePAg69evB8BqtXLPPfcwfvx43nnnHYYMGeLzmHPmzCEjI4NBgwYRGRkZsp+DiIiIhJZmQomIiIiUgGEYAT/yL7UDuO666/wSUADjx48HYO7cud4kD7gTLv/3f/9HjRo1eOONN3A6nYB7FtSyZcuoXLkyEydO9CagAPr378/FF18csnsrbt/yGzp0qDcBBRAdHc3w4cMB+Oabb7zHc3NzefHFFzEMg7feessnAQVQpUoVOnbs6P1+wIABmEwm3njjDb/H9Bzr379/Ce5WRERESotmQomIiIiUQJ8+fQIet9lsPt/fcMMNfjFpaWmsXbuWFi1a0KxZM7/zkZGRXHjhhSxevJhNmzbRrFkzb32ka6+9lpiYGL9r7rjjDlauXFmSWznlvuXXpUsXv2uaNm0KwJ49e7zHVq1axeHDh7ngggu48MILi+xX/fr1ufrqq1m6dCk//vgj7du3B2DNmjX8+uuvXHTRRbRu3bpY9yoiIiKlS0koERERkRJ4++23g4qrW7eu37Ft27YBsH79em99qILs37+fZs2asXv37gLbK+x4cZWkb/nVrl3bLy42NhaAnJwc77EdO3YA0KhRo6D7NnDgQJYuXcr06dO9SShP3ahQLkcUERGR8FASSkRERCSMAtUocjgcACQlJQWcOZRfYmIi4N5FDigyMVQcgZbTlaRv+RW3f8WJ79atG7Vr12b+/Pm8/PLLWCwW5syZQ1xcXMAljyIiIlK+KAklIiIiUso8s4Vq1KgR9IyqmjVrAidmKp1s+/btAY97lgemp6f7nfPMRjrVvpVEnTp1ANi8eXPQ15jNZvr378/o0aOZO3cuERERHDlyhHvvvdc720pERETKLxUmFxERESlltWvXplmzZvz++++kpKQEdY2nSPeSJUvIyMjwOz9v3ryA1yUlJQGwceNGv3PLli0LSd9K4sILLyQhIYHVq1fz66+/Bn1d//79MZvNTJ8+XUvxREREKhgloURERETKwIgRI3A4HNxyyy388ccffue3bNnCW2+95f2+cePGdOrUiUOHDvHYY4/5LKWbMWNGgUXJL7/8cgBefPFFMjMzvce/+OILXn755ZD0rSRsNhtDhw7F5XLRr18/v1lZBw8e9BZjz69WrVp069aNVatW8f3333PuuecGVdhcREREyp6SUCIiIiJloGfPnjzyyCOsWbOG8847j7Zt23LbbbfRtWtXWrRoQePGjZk8ebLPNf/973+pVq0aU6dOpWXLltx111106NCBfv36cd999wV8nDvvvJNmzZqxcuVKWrRoQffu3bnooou4+uqreeCBB0LWt5J44oknuOmmm1i7di1NmjShc+fO3HnnnXTs2JFatWp5ZzqdbODAgd6v77333lPuh4iIiJQOJaFEREREyshzzz3H8uXLueGGG9i5cyeLFi1izZo1REdH85///MdvtlGTJk348ccfue2220hLS+Ojjz7C5XKxaNGiAgtzR0VFsXz5cu68806OHTvGkiVLcDqdzJ8/nwcffDBkfSsJi8XCggULeOutt2jbti0///wzixYtYs+ePdxyyy0+yab8Lr/8csxmM1FRUfTo0eOU+yEiIiKlw3B5tloRERERkQrrq6++4sorr6RPnz5hLSheHsyZM4cePXqcEfcqIiJyOtFMKBERERGpMOx2OxMnTgQodCaXiIiIlD+Wsu6AiIiIiEhR/ve//7Fo0SJ+/vln/vzzT26++Wbatm1b1t0SERGRYtBMKBEREREp91avXs2MGTPYvXs3PXr0CElNKhERESldqgklIiIiIiIiIiJhp5lQIiIiIiIiIiISdkpCiYiIiIiIiIhI2CkJJSIiIiIiIiIiYacklIiIiIiIiIiIhJ2SUCIiIiIiIiIiEnZKQomIiIiIiIiISNgpCSUiIiIiIiIiImGnJJSIiIiIiIiIiISdklAiIiIiIiIiIhJ2SkKJiIiIiIiIiEjYKQklIiIiIiIiIiJhpySUiIiIiIiIiIiEnZJQIiIiIiIiIiISdkpCiYiIiIiIiIhI2P0/Heg0YXfaCd0AAAAASUVORK5CYII=",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "fig, (ax1, ax2) = plt.subplots(2,1,figsize=(8,4), sharex=True, dpi=150)\n",
- "\n",
- "ax1.errorbar(HS_df_10mV_means.index.to_numpy(), HS_df_10mV_means[\"Z\"].to_numpy(), HS_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=\"HS 10 mV\")\n",
- "ax1.errorbar(HS_df_20mV_means.index.to_numpy(), HS_df_20mV_means[\"Z\"].to_numpy(), HS_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=\"HS 20 mV\")\n",
- "ax1.errorbar(HS_df_30mV_means.index.to_numpy(), HS_df_30mV_means[\"Z\"].to_numpy(), HS_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=\"HS 30 mV\")\n",
- "\n",
- "ax2.errorbar(HS_df_10mV_means.index.to_numpy(), HS_df_10mV_means[\"theta\"].to_numpy(), HS_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=\"HS 10 mV\")\n",
- "ax2.errorbar(HS_df_20mV_means.index.to_numpy(), HS_df_20mV_means[\"theta\"].to_numpy(), HS_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=\"HS 20 mV\")\n",
- "ax2.errorbar(HS_df_30mV_means.index.to_numpy(), HS_df_30mV_means[\"theta\"].to_numpy(), HS_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=\"HS 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 [Hz]\")\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%20EIS%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": 200,
- "id": "36bd74ca-8cf3-43b3-83ef-aa9c4253af41",
- "metadata": {},
- "outputs": [
- {
- "data": {
- "image/png": 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",
- "text/plain": [
- ""
- ]
- },
- "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",
- " # CS stuff #\n",
- " # ######## # \n",
- " ax.errorbar(x=(CS_df_10mV_means)[\"Z'\"].to_numpy(), y=(-CS_df_10mV_means)[\"Z''\"].to_numpy(), \n",
- " xerr=(CS_df_10mV_err)[\"Z\"].to_numpy(), yerr=(CS_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=\"CS1 10 mV\")\n",
- " ax.errorbar(x=(CS_df_20mV_means)[\"Z'\"].to_numpy(), y=(-CS_df_20mV_means)[\"Z''\"].to_numpy(), \n",
- " xerr=(CS_df_20mV_err)[\"Z\"].to_numpy(), yerr=(CS_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=\"CS1 20 mV\")\n",
- " ax.errorbar(x=(CS_df_30mV_means)[\"Z'\"].to_numpy(), y=(-CS_df_30mV_means)[\"Z''\"].to_numpy(), \n",
- " xerr=(CS_df_30mV_err)[\"Z\"].to_numpy(), yerr=(CS_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=\"CS1 30 mV\") \n",
- "\n",
- " ax.plot((CS_df_10mV_means)[\"Z'\"].to_numpy(), (-CS_df_10mV_means)[\"Z''\"].to_numpy(), 's-',\n",
- " linewidth=1, alpha=0.5, color='mediumblue', markersize=2)\n",
- " ax.plot((CS_df_20mV_means)[\"Z'\"].to_numpy(), (-CS_df_20mV_means)[\"Z''\"].to_numpy(), 's-', \n",
- " linewidth=1, alpha=0.5, color='firebrick', markersize=2)\n",
- " ax.plot((CS_df_30mV_means)[\"Z'\"].to_numpy(), (-CS_df_30mV_means)[\"Z''\"].to_numpy(), 's-', \n",
- " linewidth=1, alpha=0.5, color='mediumseagreen', markersize=2)\n",
- "\n",
- " # ######## #\n",
- " # HS 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 = 'o', \n",
- " ecolor=\"mediumblue\", elinewidth=0.250, capsize=2, capthick=0.50,\n",
- " label=\"HS1 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 = 'o', \n",
- " ecolor=\"firebrick\", elinewidth=0.250, capsize=2, capthick=0.50,\n",
- " label=\"HS1 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 = 'o', \n",
- " ecolor=\"mediumseagreen\", elinewidth=0.250, capsize=2, capthick=0.50,\n",
- " label=\"HS1 30 mV\") \n",
- " \n",
- " bx.plot((HS_df_10mV_means)[\"Z'\"].to_numpy(), (-HS_df_10mV_means)[\"Z''\"].to_numpy(), 'o-',\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(), 'o-', \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(), 'o-', \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=(4/7)*70000)\n",
- " bx.set_xlim(left=0, right=900000)\n",
- " bx.set_ylim(bottom=0, top=(4/7)*900000)\n",
- "\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": 146,
- "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": 147,
- "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": 187,
- "id": "0d312167-e1ba-45b4-bc9a-898a02ee94e9",
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Starting curve_fit for real data...\n",
- "An error occurred: `sigma` has incorrect shape.\n"
- ]
- }
- ],
- "source": [
- "print(\"Starting curve_fit for real data...\")\n",
- "try:\n",
- " CS_popt, CS_pcov = scipy.optimize.curve_fit( \n",
- " f = model_func, \n",
- " xdata = CS_df_20mV_means[\"Z'\"].dropna().index,\n",
- " ydata = np.concatenate([CS_df_20mV_means[\"Z'\"].dropna().to_numpy(),\n",
- " CS_df_20mV_means[\"Z''\"].dropna().to_numpy()]),\n",
- " sigma = np.concatenate([CS_df_20mV_err[\"Z'\"].dropna().to_numpy(),\n",
- " CS_df_20mV_err[\"Z''\"].dropna().to_numpy()]), \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",
- " HS_popt, HS_pcov = scipy.optimize.curve_fit( \n",
- " f = model_func, \n",
- " xdata = HS_df_20mV_means[\"Z'\"].dropna().index,\n",
- " ydata = np.concatenate([HS_df_20mV_means[\"Z'\"].dropna().to_numpy(),\n",
- " HS_df_20mV_means[\"Z''\"].dropna().to_numpy()]),\n",
- " sigma = np.concatenate([HS_df_20mV_err[\"Z'\"].dropna().to_numpy(),\n",
- " HS_df_20mV_err[\"Z''\"].dropna().to_numpy()]), \n",
- " p0= [10.0, 7e6, 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",
- " # Cast Stellite 1 Results\n",
- " print(\"\\nOptimized Parameters for Cast Stellite 1:\") \n",
- " CS_perr = np.sqrt(np.diag(CS_pcov))\n",
- " for name, val, err in zip([\"Rs\", \"Rp\", \"Q\", \"alpha\"], CS_popt, CS_perr):\n",
- " print(f\"{name:<8}: {val:.2e} ± {err:.2e} ( ± {100*(err/val):.2e} % )\")\n",
- "\n",
- " # HIPed Stellite 1 Results\n",
- " print(\"\\nOptimized Parameters for HIPed Stellite 1:\") \n",
- " HS_perr = np.sqrt(np.diag(HS_pcov))\n",
- " for name, val, err in zip([\"Rs\", \"Rp\", \"Q\", \"alpha\"], HS_popt, HS_perr):\n",
- " print(f\"{name:<8}: {val:.2e} ± {err:.2e} ( ± {100*(err/val):.2e} % )\")\n",
- "\n",
- "#freq_data = CS_df_20mV_means[\"Z'\"].dropna().index \n",
- "#Z_fit = randles_circuit(CS_df_20mV_means[\"Z'\"].dropna().index, *CS_popt)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 189,
- "id": "b89a5b86-3357-429e-b0a3-1059f38b505e",
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "array([3.67834633e+04, 1.95687710e+04, 2.02220682e+04, 1.29496379e+04,\n",
- " 2.15795089e+04, 1.74141769e+04, 2.15404497e+04, 2.36723049e+04,\n",
- " 9.31676784e+03, 1.56341477e+04, 4.32178014e+04, 3.43015200e+04,\n",
- " 6.00647453e+03, 7.35329405e+02, 9.74733600e+03, 2.54967161e+03,\n",
- " 7.64150168e+03, 5.59012913e+03, 2.85256342e+03, 4.07609320e+03,\n",
- " 2.11745315e+03, 4.25148623e+03, 1.53912003e+03, 4.38806256e+02,\n",
- " 3.76325966e+02, 3.29692706e+02, 3.15896217e+02, 2.88992776e+02,\n",
- " 2.61128910e+02, 2.40498360e+02, 2.58823287e+02, 2.42415320e+02,\n",
- " 2.32264385e+02, 2.21366227e+02, 2.08315562e+02, 2.00352184e+02,\n",
- " 1.89725395e+02, 1.69886736e+02, 1.54726647e+02, 1.40065818e+02,\n",
- " 1.28174126e+02, 1.23348525e+02, 1.09293934e+02, 9.63371446e+01,\n",
- " 9.04585143e+01, 7.50763344e+01, 7.10522272e+01, 6.33900376e+01,\n",
- " 5.10078081e+01, 4.98053918e+01, 3.95831124e+01, 8.04100755e+01,\n",
- " nan, 1.09511041e+02, 1.28018218e+02, nan,\n",
- " 2.60007791e+01, 2.43931286e+01, 1.64227506e+01, 1.54769816e+01,\n",
- " 1.23509137e+01, 1.13472865e+01, 1.04981161e+01, 1.00904051e+01,\n",
- " 8.73955380e+00, 8.12456155e+00, 7.47217756e+00, 6.98649357e+00,\n",
- " 6.11947971e+00, 4.38685567e+00, 6.85809515e+00, 4.36922309e+00,\n",
- " 3.91412852e+00, 3.41240080e+00, 3.08242762e+00, 3.07283959e+00,\n",
- " 2.23049666e+00, 1.92439252e+00, 1.76475670e+00, 1.39954756e+00,\n",
- " 1.08268971e+00, 1.17956209e+00, 7.62309336e-01, 7.25447767e-01,\n",
- " 5.07741539e-01, 3.77124175e-01, 2.72344616e-01, 1.92892958e-01,\n",
- " 1.17148638e-01, 5.21594670e-02, 2.85395048e-02, 4.42369001e-02,\n",
- " 8.65943609e-02, 1.14078759e-01, 1.27634021e-01, 1.50315014e-01,\n",
- " 1.55081989e-01, 1.64778953e-01, 1.09450513e+02, 1.07467987e+02,\n",
- " 2.24262319e+04, 1.45777027e+04, 1.64241731e+04, 6.82453874e+03,\n",
- " 2.04542992e+04, 2.47521950e+04, 1.55744622e+04, 1.84469055e+04,\n",
- " 2.18186098e+04, 1.13335825e+04, 4.46326092e+04, 4.19408851e+04,\n",
- " 1.81589344e+04, 1.40246705e+04, 1.70451449e+04, 1.71664745e+04,\n",
- " 1.27068684e+04, 1.32070210e+04, 1.07287486e+04, 1.00360201e+04,\n",
- " 8.22934410e+03, 7.80297740e+03, 5.77763709e+03, 1.78504407e+02,\n",
- " 1.58491840e+02, 1.72398173e+02, 1.71981520e+02, 1.23179557e+02,\n",
- " 9.59773063e+01, 1.02375365e+02, 8.10691910e+01, 9.74950927e+01,\n",
- " 1.07869334e+02, 1.09152408e+02, 1.07315213e+02, 1.15663683e+02,\n",
- " 1.16572092e+02, 1.24592190e+02, 1.19498046e+02, 1.24928882e+02,\n",
- " 1.28928459e+02, 1.14666129e+02, 1.13891143e+02, 1.11219153e+02,\n",
- " 1.06405039e+02, 1.05359821e+02, 9.78954846e+01, 9.65415077e+01,\n",
- " 8.13281804e+01, 7.85179306e+01, 6.61304652e+01, 5.40663999e+01,\n",
- " nan, 6.58478341e+02, 4.96346534e+01, nan,\n",
- " 6.15902655e+01, 3.24494038e+01, 5.06859994e+01, 2.57545811e+01,\n",
- " 2.79329283e+01, 2.53794366e+01, 2.32077242e+01, 2.08379371e+01,\n",
- " 1.94922885e+01, 1.78765527e+01, 1.67100907e+01, 1.51664343e+01,\n",
- " 1.41628148e+01, 1.38593400e+01, 1.04748758e+01, 1.14269721e+01,\n",
- " 1.07151904e+01, 9.79495668e+00, 8.65564136e+00, 7.18840037e+00,\n",
- " 7.83097744e+00, 7.15407146e+00, 6.61858151e+00, 5.94564208e+00,\n",
- " 5.42883966e+00, 4.85967707e+00, 4.48659037e+00, 3.99750017e+00,\n",
- " 3.66531146e+00, 3.31630020e+00, 2.97518059e+00, 2.66877189e+00,\n",
- " 2.40185458e+00, 2.16414976e+00, 1.94515375e+00, 1.73618162e+00,\n",
- " 1.53803825e+00, 1.38627526e+00, 1.22994849e+00, 1.06182753e+00,\n",
- " 9.50819316e-01, 8.52010771e-01, 5.24792360e+01, 6.07899496e+01])"
- ]
- },
- "execution_count": 189,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "source": [
- "#np.concatenate([HS_df_20mV_means[\"Z'\"].to_numpy(),\n",
- "# HS_df_20mV_means[\"Z''\"].to_numpy()])\n",
- "np.concatenate([HS_df_20mV_err[\"Z'\"].to_numpy(),\n",
- " HS_df_20mV_err[\"Z''\"].to_numpy()])"
- ]
- },
- {
- "cell_type": "markdown",
- "id": "f9c99e4d-3cde-44d0-90b0-c5925b4bbe84",
- "metadata": {},
- "source": [
- "I did the above analysis with 20mV, but I tried it out with 10mV and 30 mV\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 Nyquist plot with experimental data and fitted curve"
- ]
- },
- {
- "cell_type": "markdown",
- "id": "0e6ea5b5-ec7d-4770-8431-d6bbebb1d33f",
- "metadata": {},
- "source": [
- "## Single column format"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 176,
- "id": "ad61021e-ed49-4c28-a9bd-1e18a13e639d",
- "metadata": {
- "jupyter": {
- "source_hidden": true
- }
- },
- "outputs": [
- {
- "data": {
- "image/png": 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",
- "text/plain": [
- ""
- ]
- },
- "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=(3.52, 3.52), dpi=150)\n",
- "\n",
- "# ############### #\n",
- "# Cast Stellite 1 #\n",
- "# ############### #\n",
- "\n",
- "#ax.plot((CS_df_10mV_means)[\"Z'\"].to_numpy(), (-CS_df_10mV_means)[\"Z''\"].to_numpy(), 's-',\n",
- "# linewidth=1, alpha=0.5, color='mediumblue', markersize=2,\n",
- "# label=\"CS1 10 mV\")\n",
- "ax.plot((CS_df_20mV_means)[\"Z'\"].to_numpy(), (-CS_df_20mV_means)[\"Z''\"].to_numpy(), 's-', \n",
- " linewidth=1, alpha=0.5, color='firebrick', markersize=2,\n",
- " label=\"CS1 20 mV\")\n",
- "#ax.plot((CS_df_30mV_means)[\"Z'\"].to_numpy(), (-CS_df_30mV_means)[\"Z''\"].to_numpy(), 's-', \n",
- "# linewidth=1, alpha=0.5, color='mediumseagreen', markersize=2,\n",
- "# label=\"CS1 30 mV\")\n",
- "\n",
- "Z_fit = randles_circuit(np.logspace(-1,4,num=100,endpoint=True), *CS_popt)\n",
- "ax.plot(Z_fit.real, -Z_fit.imag, 'k-', linewidth=1, label='CS1 Fitted')\n",
- "\n",
- "Z_fit = randles_circuit(np.logspace(-3,4,num=100,endpoint=True), *CS_popt)\n",
- "ax.plot(Z_fit.real, -Z_fit.imag, 'k--', linewidth=1) #, label='Fitted Model extrapolated to lower frequencies')\n",
- "\n",
- "\n",
- "\n",
- "# #################### #\n",
- "# As-hipped Stellite 1 #\n",
- "# #################### #\n",
- "\n",
- "#ax.plot((HS_df_10mV_means)[\"Z'\"].to_numpy()/10, (-HS_df_10mV_means)[\"Z''\"].to_numpy()/10, 'o-',\n",
- "# linewidth=1, alpha=0.5, color='mediumblue', markersize=2,\n",
- "# label=\"HS1 10 mV\")\n",
- "ax.plot((HS_df_20mV_means)[\"Z'\"].to_numpy()/10, (-HS_df_20mV_means)[\"Z''\"].to_numpy()/10, 'o-', \n",
- " linewidth=1, alpha=0.5, color='firebrick', markersize=2,\n",
- " label=\"HS1 20 mV\")\n",
- "#ax.plot((HS_df_30mV_means)[\"Z'\"].to_numpy()/10, (-HS_df_30mV_means)[\"Z''\"].to_numpy()/10, 'o-', \n",
- "# linewidth=1, alpha=0.5, color='mediumseagreen', markersize=2,\n",
- "# label=\"HS1 30 mV\")\n",
- "\n",
- "Z_fit = randles_circuit(np.logspace(-1,4,num=100,endpoint=True), *HS_popt)\n",
- "ax.plot(Z_fit.real/10, -Z_fit.imag/10, 'k-', linewidth=1, label='HS1 Fitted')\n",
- "\n",
- "Z_fit = randles_circuit(np.logspace(-3,4,num=100,endpoint=True), *HS_popt)\n",
- "ax.plot(Z_fit.real/10, -Z_fit.imag/10, 'k--', linewidth=1) #, label='Fitted Model extrapolated to lower frequencies')\n",
- "\n",
- "\n",
- "\n",
- "# ######################### #\n",
- "# Annotation and decoration #\n",
- "# ######################### #\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 center', ncol=2)\n",
- "\n",
- "ax.grid(True)\n",
- "ax.set_xlim(left=0, right=90000)\n",
- "ax.set_ylim(bottom=0, top=60000)\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, (0.325, 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": "markdown",
- "id": "d789a8f2-4281-4824-a7f7-912c2e736a0b",
- "metadata": {},
- "source": [
- "## Double column format"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 177,
- "id": "c3416558-0b6c-4489-bc35-48600a38aefd",
- "metadata": {
- "jupyter": {
- "source_hidden": true
- }
- },
- "outputs": [
- {
- "data": {
- "image/png": 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",
- "text/plain": [
- ""
- ]
- },
- "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=150)\n",
- "\n",
- "# ############### #\n",
- "# Cast Stellite 1 #\n",
- "# ############### #\n",
- "\n",
- "#ax.plot((CS_df_10mV_means)[\"Z'\"].to_numpy(), (-CS_df_10mV_means)[\"Z''\"].to_numpy(), 's-',\n",
- "# linewidth=1, alpha=0.5, color='mediumblue', markersize=2,\n",
- "# label=\"CS1 10 mV\")\n",
- "ax.plot((CS_df_20mV_means)[\"Z'\"].to_numpy(), (-CS_df_20mV_means)[\"Z''\"].to_numpy(), 's-', \n",
- " linewidth=1, alpha=0.5, color='firebrick', markersize=2,\n",
- " label=\"CS1 20 mV\")\n",
- "#ax.plot((CS_df_30mV_means)[\"Z'\"].to_numpy(), (-CS_df_30mV_means)[\"Z''\"].to_numpy(), 's-', \n",
- "# linewidth=1, alpha=0.5, color='mediumseagreen', markersize=2,\n",
- "# label=\"CS1 30 mV\")\n",
- "\n",
- "Z_fit = randles_circuit(np.logspace(-1,4,num=100,endpoint=True), *CS_popt)\n",
- "ax.plot(Z_fit.real, -Z_fit.imag, 'k-', linewidth=1, label='CS Fitted Model')\n",
- "\n",
- "Z_fit = randles_circuit(np.logspace(-3,4,num=100,endpoint=True), *CS_popt)\n",
- "ax.plot(Z_fit.real, -Z_fit.imag, 'k--', linewidth=1) #, label='Fitted Model extrapolated to lower frequencies')\n",
- "\n",
- "\n",
- "\n",
- "# #################### #\n",
- "# As-hipped Stellite 1 #\n",
- "# #################### #\n",
- "\n",
- "#ax.plot((HS_df_10mV_means)[\"Z'\"].to_numpy()/10, (-HS_df_10mV_means)[\"Z''\"].to_numpy()/10, 'o-',\n",
- "# linewidth=1, alpha=0.5, color='mediumblue', markersize=2,\n",
- "# label=\"HS1 10 mV\")\n",
- "ax.plot((HS_df_20mV_means)[\"Z'\"].to_numpy()/10, (-HS_df_20mV_means)[\"Z''\"].to_numpy()/10, 'o-', \n",
- " linewidth=1, alpha=0.5, color='firebrick', markersize=2,\n",
- " label=\"HS1 20 mV\")\n",
- "#ax.plot((HS_df_30mV_means)[\"Z'\"].to_numpy()/10, (-HS_df_30mV_means)[\"Z''\"].to_numpy()/10, 'o-', \n",
- "# linewidth=1, alpha=0.5, color='mediumseagreen', markersize=2,\n",
- "# label=\"HS1 30 mV\")\n",
- "\n",
- "Z_fit = randles_circuit(np.logspace(-1,4,num=100,endpoint=True), *HS_popt)\n",
- "ax.plot(Z_fit.real/10, -Z_fit.imag/10, 'k-', linewidth=1, label='HS Fitted Model')\n",
- "\n",
- "Z_fit = randles_circuit(np.logspace(-3,4,num=100,endpoint=True), *HS_popt)\n",
- "ax.plot(Z_fit.real/10, -Z_fit.imag/10, 'k--', linewidth=1) #, label='Fitted Model extrapolated to lower frequencies')\n",
- "\n",
- "\n",
- "\n",
- "# ######################### #\n",
- "# Annotation and decoration #\n",
- "# ######################### #\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=90000)\n",
- "ax.set_ylim(bottom=0, top=60000)\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, (0.325, 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": 178,
- "id": "4fa93587-aded-4baf-9a51-b30ac2371316",
- "metadata": {},
- "outputs": [
- {
- "data": {
- "image/png": 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",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "# Bode Plots\n",
- "fig, (ax, bx) = plt.subplots(2,1,figsize=(10, 6))\n",
- "\n",
- "\n",
- "Z_fit = randles_circuit(CS_df_20mV_means[\"Z'\"].index, *CS_popt)\n",
- "\n",
- "freq_exp = CS_df_20mV_means[\"Z'\"].index\n",
- "imp_exp = np.sqrt((CS_df_20mV_means[\"Z'\"].to_numpy())**2 + (CS_df_20mV_means[\"Z''\"].to_numpy())**2) \n",
- "phase_exp = np.arctan2(-((CS_df_20mV_means)[\"Z''\"].to_numpy()), ((CS_df_20mV_means)[\"Z'\"].to_numpy())) * 180 / np.pi\n",
- "\n",
- "freq_fit = CS_df_20mV_means[\"Z'\"].index\n",
- "imp_fit = np.sqrt(Z_fit.real**2 + Z_fit.imag**2)\n",
- "phase_fit = np.arctan2(-Z_fit.imag, Z_fit.real) * 180 / np.pi\n",
- "\n",
- "# Magnitude\n",
- "ax.loglog(freq_exp, imp_exp, 'o', markersize=5, label='Experimental |Z|')\n",
- "ax.loglog(freq_fit, imp_fit, '-', linewidth=2, label='Fitted |Z|')\n",
- "ax.set_ylabel('|Z| (Ohm)')\n",
- "ax.legend()\n",
- "ax.grid(True, which=\"both\", ls=\"-\")\n",
- "\n",
- "# Phase\n",
- "bx.semilogx(freq_exp, phase_exp, 'o', markersize=5, label='Experimental Phase')\n",
- "bx.semilogx(freq_fit, phase_fit, '-', linewidth=2, label='Fitted Phase')\n",
- "bx.set_xlabel('Frequency (Hz)')\n",
- "bx.set_ylabel('Phase (deg)')\n",
- "bx.legend()\n",
- "bx.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": []
- }
- ],
- "metadata": {
- "kernelspec": {
- "display_name": "Python 3 (ipykernel)",
- "language": "python",
- "name": "python3"
- },
- "language_info": {
- "codemirror_mode": {
- "name": "ipython",
- "version": 3
- },
- "file_extension": ".py",
- "mimetype": "text/x-python",
- "name": "python",
- "nbconvert_exporter": "python",
- "pygments_lexer": "ipython3",
- "version": "3.10.16"
- }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
diff --git a/electrochemical_OCP_EIS_LPR/.ipynb_checkpoints/LPR-checkpoint.ipynb b/electrochemical_OCP_EIS_LPR/.ipynb_checkpoints/LPR-checkpoint.ipynb
deleted file mode 100644
index 8ef4cf7..0000000
--- a/electrochemical_OCP_EIS_LPR/.ipynb_checkpoints/LPR-checkpoint.ipynb
+++ /dev/null
@@ -1,856 +0,0 @@
-{
- "cells": [
- {
- "cell_type": "markdown",
- "id": "34a7a981-1718-4dcb-af8c-981e0fa84023",
- "metadata": {},
- "source": [
- "## Imports"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 9,
- "id": "390c33fa-ab42-4d69-ac06-604beb2c69db",
- "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",
- "\n",
- "from scipy.signal import medfilt as medfilt\n",
- "\n",
- "# from impedance.visualization import plot_nyquist # Kept if you want to switch plotting methods"
- ]
- },
- {
- "cell_type": "markdown",
- "id": "0a055f3f-6b2e-4fa8-8395-acebacade488",
- "metadata": {},
- "source": [
- "## Data Loading"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 10,
- "id": "9154f27a-5a02-4156-8105-b384205d6416",
- "metadata": {},
- "outputs": [],
- "source": [
- "# --- Data Loading ---\n",
- "\n",
- "def lpr_cor_import(filename):\n",
- " \"\"\" Import cor file as pandas dataframe.\"\"\"\n",
- "\n",
- " try: \n",
- " df = pd.read_csv(\n",
- " filename,\n",
- " skiprows=26,\n",
- " sep='\\s+',\n",
- " header=None,\n",
- " names=[\"E\", \"i\", \"T\"],\n",
- " ) #index_col=\"Freq\")\n",
- " except FileNotFoundError as e:\n",
- " print(f\"Error: File was not found.\")\n",
- " print(e.message)\n",
- " print(e.args)\n",
- " return None\n",
- " except Exception as e:\n",
- " print(f\"Error reading the CSV file: {e}\")\n",
- " return None \n",
- " else:\n",
- " return df"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 11,
- "id": "4d796ec7-48d9-4a23-bd98-c607067d330d",
- "metadata": {},
- "outputs": [],
- "source": [
- "HS1_1 = lpr_cor_import(\"HIPed_Stellite1_LPR/LPR_1.cor\")\n",
- "HS1_2 = lpr_cor_import(\"HIPed_Stellite1_LPR/LPR_2.cor\")\n",
- "HS1_3 = lpr_cor_import(\"HIPed_Stellite1_LPR/LPR_3.cor\")\n",
- "HS1_4 = lpr_cor_import(\"HIPed_Stellite1_LPR/LPR_4.cor\")\n",
- "HS1_5 = lpr_cor_import(\"HIPed_Stellite1_LPR/LPR_5.cor\")\n",
- "HS1_6 = lpr_cor_import(\"HIPed_Stellite1_LPR/LPR_6.cor\")\n",
- "\n",
- "\n",
- "# Keep it in the same cell to keep df reproducible, even if Vi clicks it multiple times\n",
- "area = 2 #cm^2\n",
- "kernel_size = 5\n",
- "\n",
- "for df in [HS1_1, HS1_2, HS1_3, HS1_4, HS1_5, HS1_6]:\n",
- " df[\"i\"] = np.abs(df[\"i\"]/area) # Current density\n"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 12,
- "id": "26ab42ec-9576-4335-a38b-49762228f823",
- "metadata": {},
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",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "fig, ax = plt.subplots(figsize=(4,4), sharex=True, dpi=150)\n",
- "kernel_size = 49\n",
- "\n",
- "# Step 1\n",
- "# Filter the data a lil bit with a median filter, and find the lowest current, and then find the corresponding voltage\n",
- "Ecorr_guess = HS1_1['E'].iloc[ np.argmin(medfilt(HS1_1['i'], kernel_size=kernel_size)) ]\n",
- "ax.axhline(y=Ecorr_guess, color='green', linestyle='--', linewidth=2, alpha=0.5)\n",
- "\n",
- "\n",
- "# Step 2\n",
- "# Select data for anodic and cathodic Tafel regions\n",
- "anodic_df = HS1_1[HS1_1['E'] > Ecorr_guess] \n",
- "cathodic_df = HS1_1[HS1_1['E'] < Ecorr_guess] \n",
- "\n",
- "\n",
- "ax.semilogx(\n",
- " np.abs(anodic_df[\"i\"].to_numpy()),\n",
- " anodic_df[\"E\"].to_numpy(), \n",
- " markersize=5, label=\"HS1 1 Anodic\")\n",
- "\n",
- "ax.semilogx(\n",
- " np.abs(cathodic_df[\"i\"].to_numpy()),\n",
- " cathodic_df[\"E\"].to_numpy(), \n",
- " markersize=5, label=\"HS1 1 Cathodic\")\n",
- "\n",
- "\n",
- "ax.legend()\n",
- "plt.show()"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 14,
- "id": "87f8f180-e850-4154-aeab-c2e6fc8d78bc",
- "metadata": {},
- "outputs": [
- {
- "data": {
- "image/png": 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",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "import warnings\n",
- "\n",
- "fig, ax = plt.subplots(figsize=(4,4), sharex=True, dpi=150)\n",
- "kernel_size = 49\n",
- "\n",
- "# Step 1\n",
- "# Filter the data a lil bit with a median filter, and find the lowest current, and then find the corresponding voltage\n",
- "Ecorr_guess = HS1_1['E'].iloc[ np.argmin(medfilt(HS1_1['i'], kernel_size=kernel_size)) ]\n",
- "ax.axhline(y=Ecorr_guess, color='green', linestyle='--', linewidth=2, alpha=0.5)\n",
- "\n",
- "\n",
- "# Step 2\n",
- "# Select data for anodic and cathodic Tafel regions\n",
- "anodic_df = HS1_1[HS1_1['E'] > Ecorr_guess] \n",
- "cathodic_df = HS1_1[HS1_1['E'] < Ecorr_guess] \n",
- "\n",
- "if anodic_df.empty or cathodic_df.empty:\n",
- " warnings.warn(\"Warning: Not enough data for linear Tafel fit.\")\n",
- " warnings.warn(\"Your E_corr guess is probably wrong.\")\n",
- " \n",
- "# Step 3\n",
- "# Median filter the hell out of the data, cos it isn't going to change the magnitude of the data :D\n",
- "kernel_size = 299\n",
- "medfilt_anodic_df_i = medfilt(anodic_df[\"i\"], kernel_size=kernel_size)\n",
- "medfilt_cathodic_df_i = medfilt(cathodic_df[\"i\"], kernel_size=kernel_size)\n",
- "\n",
- "ax.semilogx(\n",
- " medfilt_anodic_df_i,\n",
- " #np.abs(anodic_df[\"i\"].to_numpy()),\n",
- " anodic_df[\"E\"].to_numpy(), \n",
- " markersize=5, label=\"HS1 1 Anodic\")\n",
- "\n",
- "ax.semilogx(\n",
- " medfilt_cathodic_df_i,\n",
- " #np.abs(cathodic_df[\"i\"].to_numpy()),\n",
- " cathodic_df[\"E\"].to_numpy(), \n",
- " markersize=5, label=\"HS1 1 Cathodic\")\n",
- "\n",
- "ax.semilogx(\n",
- " np.abs(HS1_1['i'].to_numpy()),\n",
- " HS1_1[\"E\"].to_numpy(), \n",
- " markersize=5, label=\"HS1 1\", alpha=0.5)\n",
- "\n",
- "ax.legend()\n",
- "plt.show()"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 20,
- "id": "86ed1f2e-7df6-49a3-b8fb-77401c877cdc",
- "metadata": {},
- "outputs": [
- {
- "data": {
- "image/png": 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",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "import warnings\n",
- "import numpy as np\n",
- "import matplotlib.pyplot as plt\n",
- "from scipy.signal import medfilt\n",
- "\n",
- "# --- 1. Initial Setup ---\n",
- "fig, ax = plt.subplots(figsize=(8, 4), dpi=150)\n",
- "\n",
- "# --- 2. Data Preparation ---\n",
- "# Apply a median filter to smooth the current data.\n",
- "KERNEL_SIZE_INITIAL = 49\n",
- "filtered_current = medfilt(HS1_1['i'], kernel_size=KERNEL_SIZE_INITIAL)\n",
- "\n",
- "# Estimate corrosion potential (Ecorr) at the minimum smoothed current.\n",
- "ecorr_guess_index = np.argmin(filtered_current)\n",
- "ecorr_guess = HS1_1['E'].iloc[ecorr_guess_index]\n",
- "\n",
- "# Split data into anodic and cathodic regions based on Ecorr.\n",
- "anodic_df = HS1_1[HS1_1['E'] > ecorr_guess]\n",
- "cathodic_df = HS1_1[HS1_1['E'] < ecorr_guess]\n",
- "\n",
- "if anodic_df.empty or cathodic_df.empty:\n",
- " warnings.warn(\"Insufficient data for Tafel fit. Ecorr guess may be incorrect.\")\n",
- "\n",
- "# --- 3. Advanced Filtering and Curve Fitting ---\n",
- "# Apply a stronger median filter for cleaner fitting.\n",
- "KERNEL_SIZE_FIT = 299\n",
- "medfilt_anodic_i = medfilt(anodic_df[\"i\"], kernel_size=KERNEL_SIZE_FIT)\n",
- "medfilt_cathodic_i = medfilt(cathodic_df[\"i\"], kernel_size=KERNEL_SIZE_FIT)\n",
- "\n",
- "# Perform linear fit on E vs. current (for semilog plot).\n",
- "p_anodic = np.poly1d(np.polyfit(medfilt_anodic_i, anodic_df[\"E\"], 1))\n",
- "p_cathodic = np.poly1d(np.polyfit(medfilt_cathodic_i, cathodic_df[\"E\"], 1))\n",
- "\n",
- "# --- 4. Plotting ---\n",
- "# Plot filtered experimental data.\n",
- "ax.semilogx(medfilt_anodic_i, anodic_df[\"E\"], 'o', markersize=1, label=\"Anodic Data\")\n",
- "ax.semilogx(medfilt_cathodic_i, cathodic_df[\"E\"], 'o', markersize=1, label=\"Cathodic Data\")\n",
- "\n",
- "# Plot Ecorr and Tafel fit lines.\n",
- "ax.axhline(y=ecorr_guess, color='green', linestyle='--', linewidth=2, alpha=0.5, label='$E_{corr}$')\n",
- "i_anodic_fit = np.linspace(medfilt_anodic_i.min(), medfilt_anodic_i.max(), 100)\n",
- "#ax.plot(i_anodic_fit, p_anodic(i_anodic_fit), 'r--', label='Anodic Fit')\n",
- "i_cathodic_fit = np.linspace(medfilt_cathodic_i.min(), medfilt_cathodic_i.max(), 100)\n",
- "#ax.plot(i_cathodic_fit, p_cathodic(i_cathodic_fit), 'b--', label='Cathodic Fit')\n",
- "\n",
- "# --- 5. Tangent Line Calculation and Plotting ---\n",
- "# Anodic Tangent\n",
- "i_extreme_anodic = medfilt_anodic_i.max()\n",
- "E_extreme_anodic = p_anodic(i_extreme_anodic)\n",
- "tangent_slope_anodic = p_anodic.coeffs[0] * (i_extreme_anodic * np.log(10))\n",
- "log_i_extreme_anodic = np.log10(i_extreme_anodic)\n",
- "log_i_tangent_anodic = np.linspace(log_i_extreme_anodic - 0.5, log_i_extreme_anodic, 100)\n",
- "E_tangent_anodic = tangent_slope_anodic * (log_i_tangent_anodic - log_i_extreme_anodic) + E_extreme_anodic\n",
- "ax.plot(10**log_i_tangent_anodic, E_tangent_anodic, 'm', linestyle='-.', linewidth=2, label='Anodic Tangent')\n",
- "\n",
- "# Cathodic Tangent\n",
- "i_extreme_cathodic = medfilt_cathodic_i.max()\n",
- "E_extreme_cathodic = p_cathodic(i_extreme_cathodic)\n",
- "tangent_slope_cathodic = p_cathodic.coeffs[0] * (i_extreme_cathodic * np.log(10))\n",
- "log_i_extreme_cathodic = np.log10(i_extreme_cathodic)\n",
- "log_i_tangent_cathodic = np.linspace(log_i_extreme_cathodic - 0.5, log_i_extreme_cathodic, 100)\n",
- "E_tangent_cathodic = tangent_slope_cathodic * (log_i_tangent_cathodic - log_i_extreme_cathodic) + E_extreme_cathodic\n",
- "ax.plot(10**log_i_tangent_cathodic, E_tangent_cathodic, 'c', linestyle='-.', linewidth=2, label='Cathodic Tangent')\n",
- "\n",
- "# --- 6. Final Configuration ---\n",
- "# Configure plot aesthetics.\n",
- "ax.set_xlabel(\"Current (A)\")\n",
- "ax.set_ylabel(\"Potential (V)\")\n",
- "ax.set_title(\"Tafel Plot for HS1_1\")\n",
- "ax.legend()\n",
- "ax.grid(True, which=\"both\", ls=\"--\", linewidth=0.5)\n",
- "\n",
- "plt.show()"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 37,
- "id": "a5159c47-93d9-4993-a073-f7b80cd4a81e",
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "[ 2.42916762e+08 -1.84040974e-01]\n",
- "[-4.99294175e+08 -1.82337841e-01]\n"
- ]
- },
- {
- "data": {
- "image/png": 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",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "import warnings\n",
- "import numpy as np\n",
- "import matplotlib.pyplot as plt\n",
- "from scipy.signal import medfilt\n",
- "\n",
- "def analyze_tafel_data(df):\n",
- "\n",
- " INITIAL_KERNEL=49\n",
- " FIT_KERNEL=299\n",
- " \n",
- " # 1. Estimate Corrosion Potential (Ecorr)\n",
- " filtered_current = medfilt(df['i'], kernel_size=INITIAL_KERNEL)\n",
- " ecorr_guess_index = np.argmin(filtered_current)\n",
- " ecorr_guess = df['E'].iloc[ecorr_guess_index]\n",
- "\n",
- " # 2. Split data into anodic and cathodic regions\n",
- " anodic_df = df[df['E'] > ecorr_guess]\n",
- " cathodic_df = df[df['E'] < ecorr_guess]\n",
- "\n",
- " if anodic_df.empty or cathodic_df.empty:\n",
- " warnings.warn(\"Insufficient data for Tafel fit. Ecorr guess may be incorrect.\")\n",
- " return None\n",
- "\n",
- " # 3. Apply a stronger filter for cleaner fitting\n",
- " medfilt_anodic_i = medfilt(anodic_df['i'], kernel_size=FIT_KERNEL)\n",
- " medfilt_cathodic_i = medfilt(cathodic_df['i'], kernel_size=FIT_KERNEL)\n",
- "\n",
- " # 4. Perform linear fit and generate points for the fit line\n",
- " coeff_anodic = np.polyfit(medfilt_anodic_i, anodic_df['E'], 1) \n",
- " p_anodic = np.poly1d(np.polyfit(medfilt_anodic_i, anodic_df['E'], 1))\n",
- " i_anodic_fit = np.linspace(medfilt_anodic_i.min(), medfilt_anodic_i.max(), 100)\n",
- " E_anodic_fit = p_anodic(i_anodic_fit)\n",
- "\n",
- " coeff_cathodic = np.polyfit(medfilt_cathodic_i, cathodic_df['E'], 1)\n",
- " p_cathodic = np.poly1d(np.polyfit(medfilt_cathodic_i, cathodic_df['E'], 1))\n",
- " i_cathodic_fit = np.linspace(medfilt_cathodic_i.min(), medfilt_cathodic_i.max(), 100)\n",
- " E_cathodic_fit = p_cathodic(i_cathodic_fit)\n",
- "\n",
- " # 5. Calculate tangent lines\n",
- " i_extreme_anodic = medfilt_anodic_i.max()\n",
- " E_extreme_anodic = p_anodic(i_extreme_anodic)\n",
- " tangent_slope_anodic = p_anodic.coeffs[0] * (i_extreme_anodic * np.log(10))\n",
- " log_i_extreme_anodic = np.log10(i_extreme_anodic)\n",
- " log_i_tangent_anodic = np.linspace(log_i_extreme_anodic - 0.5, log_i_extreme_anodic, 100)\n",
- " E_tangent_anodic = tangent_slope_anodic * (log_i_tangent_anodic - log_i_extreme_anodic) + E_extreme_anodic\n",
- "\n",
- " i_extreme_cathodic = medfilt_cathodic_i.max()\n",
- " E_extreme_cathodic = p_cathodic(i_extreme_cathodic)\n",
- " tangent_slope_cathodic = p_cathodic.coeffs[0] * (i_extreme_cathodic * np.log(10))\n",
- " log_i_extreme_cathodic = np.log10(i_extreme_cathodic)\n",
- " log_i_tangent_cathodic = np.linspace(log_i_extreme_cathodic - 0.5, log_i_extreme_cathodic, 100)\n",
- " E_tangent_cathodic = tangent_slope_cathodic * (log_i_tangent_cathodic - log_i_extreme_cathodic) + E_extreme_cathodic\n",
- "\n",
- " print(coeff_anodic)\n",
- " print(coeff_cathodic)\n",
- " \n",
- " # 6. Package results into a dictionary\n",
- " results = {\n",
- " \"ecorr_guess\": ecorr_guess,\n",
- " \"anodic_tangent_i\": 10**log_i_tangent_anodic,\n",
- " \"anodic_tangent_E\": E_tangent_anodic,\n",
- " \"cathodic_tangent_i\": 10**log_i_tangent_cathodic,\n",
- " \"cathodic_tangent_E\": E_tangent_cathodic,\n",
- " }\n",
- " return results\n",
- "\n",
- "# =============================================================================\n",
- "# --- Global Namespace: Analysis and Plotting ---\n",
- "# =============================================================================\n",
- "\n",
- "# 1. Analyze the dataset\n",
- "analysis_results = analyze_tafel_data(HS1_1)\n",
- "\n",
- "# 2. Set up the plot\n",
- "fig, ax = plt.subplots(figsize=(8, 4), dpi=150)\n",
- "ax.set_xscale('log') # Set x-axis to log scale\n",
- "\n",
- "ax.semilogx(\n",
- " np.abs(HS1_1[\"i\"].to_numpy()),\n",
- " HS1_1[\"E\"].to_numpy(), \n",
- " markersize=5)\n",
- "\n",
- "# 3. Plot all data if analysis was successful\n",
- "if analysis_results:\n",
- " # Plot Ecorr\n",
- " ax.axhline(\n",
- " y=analysis_results[\"ecorr_guess\"],\n",
- " color='green', linestyle='--', linewidth=2, alpha=0.5, label='$E_{corr}$'\n",
- " )\n",
- "\n",
- " # Plot tangent lines\n",
- " ax.plot(\n",
- " analysis_results[\"anodic_tangent_i\"],\n",
- " analysis_results[\"anodic_tangent_E\"],\n",
- " 'r', linestyle='-.', linewidth=2, label='Anodic Tangent'\n",
- " )\n",
- " ax.plot(\n",
- " analysis_results[\"cathodic_tangent_i\"],\n",
- " analysis_results[\"cathodic_tangent_E\"],\n",
- " 'b', linestyle='-.', linewidth=2, label='Cathodic Tangent'\n",
- " )\n",
- "\n",
- " # 4. Configure final plot aesthetics\n",
- " ax.set_xlabel(\"Current (A)\")\n",
- " ax.set_ylabel(\"Potential (V)\")\n",
- " ax.set_title(\"Tafel Plot for HS1_1\")\n",
- " ax.legend()\n",
- " ax.grid(True, which=\"both\", ls=\"--\", linewidth=0.5)\n",
- "\n",
- " plt.show()"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "89fcb5a1-e351-4014-bc1e-9a1ede37eafc",
- "metadata": {},
- "outputs": [],
- "source": [
- "\n",
- "\n",
- "def analyze_tafel_data(\n",
- " data: pd.DataFrame\n",
- ") -> dict | None:\n",
- "\n",
- " INITIAL_KERNEL = 49\n",
- " FIT_KERNEL = 49\n",
- " \n",
- " # 1. Estimate Corrosion Potential (Ecorr) using a median filter\n",
- " filtered_current = medfilt(data['i'], kernel_size=INITIAL_KERNEL)\n",
- " ecorr_guess_index = np.argmin(filtered_current)\n",
- " ecorr_guess = data['E'].iloc[ecorr_guess_index]\n",
- "\n",
- " # 2. Split data into anodic and cathodic regions based on Ecorr\n",
- " anodic_data = data[data['E'] > ecorr_guess]\n",
- " cathodic_data = data[data['E'] < ecorr_guess]\n",
- "\n",
- " # 3. Apply a stronger filter for a cleaner linear fit\n",
- " medfilt_anodic_i = medfilt(anodic_data['i'].iloc[30:-30], kernel_size=FIT_KERNEL)\n",
- " medfilt_cathodic_i = medfilt(cathodic_data['i'].iloc[30:-30], kernel_size=FIT_KERNEL)\n",
- "\n",
- " # 4. Perform linear fit on E vs. i for each branch\n",
- " p_anodic = np.poly1d(np.polyfit(medfilt_anodic_i, anodic_data['E'].iloc[30:-30], 1))\n",
- " p_cathodic = np.poly1d(np.polyfit(medfilt_cathodic_i, cathodic_data['E'].iloc[30:-30], 1))\n",
- "\n",
- " # 5. Calculate tangent lines at the extreme ends of the filtered data\n",
- " # NOTE: The following tangent slope calculation is preserved from the original script.\n",
- " i_extreme_anodic = medfilt_anodic_i.max()\n",
- " e_extreme_anodic = p_anodic(i_extreme_anodic)\n",
- " tangent_slope_anodic = p_anodic.coeffs[0] * (i_extreme_anodic * np.log(10))\n",
- "\n",
- " log_i_extreme_anodic = np.log10(i_extreme_anodic)\n",
- " log_i_tangent_anodic = np.linspace(log_i_extreme_anodic - 0.5, log_i_extreme_anodic, 100)\n",
- " e_tangent_anodic = (\n",
- " tangent_slope_anodic * (log_i_tangent_anodic - log_i_extreme_anodic)\n",
- " + e_extreme_anodic\n",
- " )\n",
- "\n",
- " i_extreme_cathodic = medfilt_cathodic_i.max()\n",
- " e_extreme_cathodic = p_cathodic(i_extreme_cathodic)\n",
- " tangent_slope_cathodic = p_cathodic.coeffs[0] * (i_extreme_cathodic * np.log(10))\n",
- "\n",
- " log_i_extreme_cathodic = np.log10(i_extreme_cathodic)\n",
- " log_i_tangent_cathodic = np.linspace(log_i_extreme_cathodic - 0.5, log_i_extreme_cathodic, 100)\n",
- " e_tangent_cathodic = (\n",
- " tangent_slope_cathodic * (log_i_tangent_cathodic - log_i_extreme_cathodic)\n",
- " + e_extreme_cathodic\n",
- " )\n",
- "\n",
- " # 6. Package results into a dictionary\n",
- " results = {\n",
- " \"ecorr_guess\": ecorr_guess,\n",
- " \"beta_a\": -p_anodic.coeffs[1], \n",
- " \"beta_c\": p_cathodic.coeffs[1],\n",
- " \"anodic_tangent_i\": 10**log_i_tangent_anodic,\n",
- " \"anodic_tangent_E\": e_tangent_anodic,\n",
- " \"cathodic_tangent_i\": 10**log_i_tangent_cathodic,\n",
- " \"cathodic_tangent_E\": e_tangent_cathodic,\n",
- " }\n",
- " return results\n"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 76,
- "id": "a17286f8-a4e7-4904-b304-8a343c2c1c51",
- "metadata": {},
- "outputs": [],
- "source": [
- "\n",
- "def plot_tafel(data: pd.DataFrame, results: dict, title: str):\n",
- " \"\"\"\n",
- " Generates and displays a Tafel plot from the data and analysis results.\n",
- "\n",
- " Args:\n",
- " data (pd.DataFrame): The original experimental data.\n",
- " results (dict): The dictionary returned by analyze_tafel_data.\n",
- " title (str): The title for the plot.\n",
- " \"\"\"\n",
- " fig, ax = plt.subplots(figsize=(8, 4), dpi=150)\n",
- "\n",
- " # Plot the raw experimental data\n",
- " ax.semilogx(\n",
- " np.abs(data[\"i\"].to_numpy()),\n",
- " data[\"E\"].to_numpy(),\n",
- " marker='o',\n",
- " linestyle='',\n",
- " markersize=3,\n",
- " alpha=0.6,\n",
- " label=\"Experimental Data\"\n",
- " )\n",
- "\n",
- " # Plot the analysis results if available\n",
- " if results:\n",
- " # Ecorr line\n",
- " ax.axhline(\n",
- " y=results[\"ecorr_guess\"],\n",
- " color='green',\n",
- " linestyle='--',\n",
- " linewidth=2,\n",
- " label=f'$E_{{corr}}$ = {results[\"ecorr_guess\"]:.3f} V'\n",
- " )\n",
- " # Anodic tangent line\n",
- " ax.plot(\n",
- " results[\"anodic_tangent_i\"],\n",
- " results[\"anodic_tangent_E\"],\n",
- " color='red',\n",
- " linestyle='-.',\n",
- " linewidth=2,\n",
- " label=f'Anodic Tangent {results[\"beta_a\"]}'\n",
- " )\n",
- " # Cathodic tangent line\n",
- " ax.plot(\n",
- " results[\"cathodic_tangent_i\"],\n",
- " results[\"cathodic_tangent_E\"],\n",
- " color='blue',\n",
- " linestyle='-.',\n",
- " linewidth=2,\n",
- " label=f'Cathodic Tangent {results[\"beta_c\"]}'\n",
- " )\n",
- "\n",
- " # Configure plot aesthetics\n",
- " ax.set_xlabel(\"Absolute Current (A)\")\n",
- " ax.set_ylabel(\"Potential (V)\")\n",
- " ax.set_title(title)\n",
- " ax.legend()\n",
- " ax.grid(True, which=\"both\", ls=\"--\", linewidth=0.5)\n",
- " plt.tight_layout()\n",
- " plt.show()\n",
- "\n",
- "\n",
- "\n"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 77,
- "id": "2ca6744c-7d06-4f76-845a-1ab7f979a9ec",
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "beta_a 0.1839147086435225\n",
- "beta_c -0.1821741558893317\n"
- ]
- },
- {
- "data": {
- "image/png": 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",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "# =============================================================================\n",
- "# --- Main Execution Block ---\n",
- "# =============================================================================\n",
- "\n",
- "# 1. Analyze the dataset\n",
- "analysis_results = analyze_tafel_data(HS1_1)\n",
- "print(f\"beta_a {analysis_results['beta_a']}\")\n",
- "print(f\"beta_c {analysis_results['beta_c']}\")\n",
- "\n",
- "# 2. Plot the results\n",
- "if analysis_results:\n",
- " plot_tafel(HS1_1, analysis_results, title=\"Tafel Plot for HS1_1\")\n",
- "else:\n",
- " print(\"Analysis could not be completed.\")\n"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 78,
- "id": "d88cffa3-f006-4612-903c-6863fe28110d",
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "--- Butler-Volmer Kinetic Parameters ---\n",
- "Anodic Charge Transfer Coefficient (α_a): 0.7785\n",
- "Cathodic Charge Transfer Coefficient (α_c): 0.5499\n",
- "\n",
- "--- Next Step: Finding the Exchange Current Density (j₀) ---\n",
- "The exchange current density (j₀) is found from your Tafel plot.\n",
- "It is the current density value where the anodic and cathodic tangent lines intersect.\n",
- "This point corresponds to the equilibrium potential (where overpotential η = 0).\n"
- ]
- }
- ],
- "source": [
- "import math\n",
- "\n",
- "# --- 1. Define Physical Constants ---\n",
- "R = 8.314 # Ideal Gas Constant (J/(mol·K))\n",
- "F = 96485 # Faraday Constant (C/mol)\n",
- "n = 2 # Number of electrons transferred in your electrochemical reaction.\n",
- "\n",
- "# --- 2. Provide Your Experimental Data Here ---\n",
- "anodic_slope = 0.038 # Example value in V/decade, replace with your own.\n",
- "cathodic_slope = -0.0538 # Example value in V/decade, replace with your own.\n",
- "\n",
- "# --- 3. Calculations ---\n",
- "# The temperature at which the experiment was conducted.\n",
- "temp_kelvin = 25.0 + 273.15\n",
- "\n",
- "\n",
- "# Calculate the anodic charge transfer coefficient (alpha_a)\n",
- "# This value represents the fraction of the potential that assists the oxidation reaction.\n",
- "try:\n",
- " alpha_a = (2.303 * R * temp_kelvin) / (anodic_slope * n * F)\n",
- " alpha_c = -(2.303 * R * temp_kelvin) / (cathodic_slope * n * F) \n",
- "except ZeroDivisionError as e:\n",
- " print(\"Slope is zero, what happened?\")\n",
- " print(e)\n",
- " \n",
- "\n",
- "# --- 4. Display the Results ---\n",
- "print(\"--- Butler-Volmer Kinetic Parameters ---\")\n",
- "print(f\"Anodic Charge Transfer Coefficient (α_a): {alpha_a:.4f}\")\n",
- "print(f\"Cathodic Charge Transfer Coefficient (α_c): {alpha_c:.4f}\")\n",
- "print(\"\\n--- Next Step: Finding the Exchange Current Density (j₀) ---\")\n",
- "print(\"The exchange current density (j₀) is found from your Tafel plot.\")\n",
- "print(\"It is the current density value where the anodic and cathodic tangent lines intersect.\")\n",
- "print(\"This point corresponds to the equilibrium potential (where overpotential η = 0).\")\n",
- "\n"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "2b103a62-8b25-4f78-bbe3-3cf25644df78",
- "metadata": {},
- "outputs": [],
- "source": []
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "92f40d16-49c1-487f-8b83-f05fc3a5b851",
- "metadata": {},
- "outputs": [],
- "source": []
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "8a4643c2-60e6-4645-9d23-d13c6c410337",
- "metadata": {},
- "outputs": [],
- "source": []
- }
- ],
- "metadata": {
- "kernelspec": {
- "display_name": "Python 3 (ipykernel)",
- "language": "python",
- "name": "python3"
- },
- "language_info": {
- "codemirror_mode": {
- "name": "ipython",
- "version": 3
- },
- "file_extension": ".py",
- "mimetype": "text/x-python",
- "name": "python",
- "nbconvert_exporter": "python",
- "pygments_lexer": "ipython3",
- "version": "3.10.16"
- }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
diff --git a/electrochemical_OCP_EIS_LPR/.ipynb_checkpoints/TAFEL-checkpoint.ipynb b/electrochemical_OCP_EIS_LPR/.ipynb_checkpoints/TAFEL-checkpoint.ipynb
index 5b86cb5..ada21c9 100644
--- a/electrochemical_OCP_EIS_LPR/.ipynb_checkpoints/TAFEL-checkpoint.ipynb
+++ b/electrochemical_OCP_EIS_LPR/.ipynb_checkpoints/TAFEL-checkpoint.ipynb
@@ -10,7 +10,7 @@
},
{
"cell_type": "code",
- "execution_count": 385,
+ "execution_count": 1,
"id": "0dbb86a3-8915-43d6-b821-379ab76b2849",
"metadata": {},
"outputs": [],
@@ -35,7 +35,7 @@
},
{
"cell_type": "code",
- "execution_count": 386,
+ "execution_count": 11,
"id": "9a43783f-d1bb-4c79-ae93-843086a00a26",
"metadata": {},
"outputs": [],
@@ -71,7 +71,7 @@
},
{
"cell_type": "code",
- "execution_count": 387,
+ "execution_count": 16,
"id": "6a2888b4-e151-4fae-97d5-7de521fb7b48",
"metadata": {},
"outputs": [],
@@ -92,7 +92,7 @@
},
{
"cell_type": "code",
- "execution_count": 388,
+ "execution_count": 17,
"id": "0ad5c189-9bd6-4291-bdee-8b75fdd5a3cd",
"metadata": {},
"outputs": [
@@ -124,28 +124,28 @@
" \n",
" \n",
" 150 | \n",
- " -205.357 | \n",
- " 4.661220e-11 | \n",
+ " -205.474 | \n",
+ " 3.492260e-11 | \n",
"
\n",
" \n",
" 151 | \n",
- " -205.347 | \n",
- " 4.660095e-11 | \n",
+ " -205.464 | \n",
+ " 3.335005e-11 | \n",
"
\n",
" \n",
" 152 | \n",
- " -205.337 | \n",
- " 4.661040e-11 | \n",
+ " -205.454 | \n",
+ " 2.995255e-11 | \n",
"
\n",
" \n",
" 153 | \n",
- " -205.327 | \n",
- " 4.662150e-11 | \n",
+ " -205.444 | \n",
+ " 2.772125e-11 | \n",
"
\n",
" \n",
" 154 | \n",
- " -205.317 | \n",
- " 4.661900e-11 | \n",
+ " -205.434 | \n",
+ " 2.682435e-11 | \n",
"
\n",
" \n",
" ... | \n",
@@ -154,28 +154,28 @@
"
\n",
" \n",
" 3999 | \n",
- " -166.870 | \n",
- " 7.752900e-11 | \n",
+ " -167.010 | \n",
+ " 6.514500e-11 | \n",
"
\n",
" \n",
" 4000 | \n",
- " -166.854 | \n",
- " 7.931000e-11 | \n",
+ " -167.003 | \n",
+ " 6.453200e-11 | \n",
"
\n",
" \n",
" 4001 | \n",
- " -166.857 | \n",
- " 7.781400e-11 | \n",
+ " -167.005 | \n",
+ " 6.450600e-11 | \n",
"
\n",
" \n",
" 4002 | \n",
- " -166.850 | \n",
- " 7.296700e-11 | \n",
+ " -166.991 | \n",
+ " 6.511600e-11 | \n",
"
\n",
" \n",
" 4003 | \n",
- " -166.846 | \n",
- " 6.987300e-11 | \n",
+ " -166.998 | \n",
+ " 6.448450e-11 | \n",
"
\n",
" \n",
"\n",
@@ -184,28 +184,28 @@
],
"text/plain": [
" E i\n",
- "150 -205.357 4.661220e-11\n",
- "151 -205.347 4.660095e-11\n",
- "152 -205.337 4.661040e-11\n",
- "153 -205.327 4.662150e-11\n",
- "154 -205.317 4.661900e-11\n",
+ "150 -205.474 3.492260e-11\n",
+ "151 -205.464 3.335005e-11\n",
+ "152 -205.454 2.995255e-11\n",
+ "153 -205.444 2.772125e-11\n",
+ "154 -205.434 2.682435e-11\n",
"... ... ...\n",
- "3999 -166.870 7.752900e-11\n",
- "4000 -166.854 7.931000e-11\n",
- "4001 -166.857 7.781400e-11\n",
- "4002 -166.850 7.296700e-11\n",
- "4003 -166.846 6.987300e-11\n",
+ "3999 -167.010 6.514500e-11\n",
+ "4000 -167.003 6.453200e-11\n",
+ "4001 -167.005 6.450600e-11\n",
+ "4002 -166.991 6.511600e-11\n",
+ "4003 -166.998 6.448450e-11\n",
"\n",
"[3854 rows x 2 columns]"
]
},
- "execution_count": 388,
+ "execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
- "HS1_1 "
+ "HS1_3"
]
},
{
@@ -229,517 +229,437 @@
},
{
"cell_type": "code",
- "execution_count": 389,
- "id": "d87b07b6-f893-4d5f-b06a-09643d170939",
+ "execution_count": 261,
+ "id": "110a6031-ea23-46cf-8f1a-7c39ec6d88b9",
"metadata": {},
"outputs": [],
"source": [
+ "import pandas as pd\n",
+ "import numpy as np\n",
+ "from scipy.signal import medfilt\n",
+ "import warnings\n",
"\n",
- "\n",
- "def analyze_tafel_data(\n",
- " data: pd.DataFrame\n",
- ") -> dict | None:\n",
- "\n",
- " INITIAL_KERNEL = 29\n",
- " FIT_KERNEL = 99\n",
- " \n",
- " # 1. Estimate Corrosion Potential (Ecorr) using a median filter\n",
- " ecorr_guess = data['E'].iloc[np.argmin(medfilt(data['i'], kernel_size=INITIAL_KERNEL))]\n",
- "\n",
- " # 2. Split data into anodic and cathodic regions based on Ecorr\n",
- " anodic_data = data[data['E'] > ecorr_guess]\n",
- " cathodic_data = data[data['E'] < ecorr_guess]\n",
- " if anodic_data.empty or cathodic_data.empty:\n",
- " warnings.warn(\"No data in anodic or cathodic regions?. Ecorr guess may be incorrect.\") \n",
- " \n",
- " # 3. Perform linear fit on E vs. i for each branch\n",
- " medfilt_anodic_i = medfilt(anodic_data['i'].iloc[30:-90], kernel_size=FIT_KERNEL)\n",
- " p_anodic = np.poly1d(np.polyfit(medfilt_anodic_i, anodic_data['E'].iloc[30:-90], 1))\n",
- " medfilt_cathodic_i = medfilt(cathodic_data['i'].iloc[30:-90], kernel_size=FIT_KERNEL)\n",
- " p_cathodic = np.poly1d(np.polyfit(medfilt_cathodic_i, cathodic_data['E'].iloc[30:-90], 1))\n",
- " \n",
- " # 4. Calculate the tangent at the extreme ends of the filtered data\n",
- " i_extreme_anodic = medfilt_anodic_i.max()\n",
- " e_extreme_anodic = p_anodic(i_extreme_anodic)\n",
- " tangent_slope_anodic = p_anodic.coeffs[0] * (i_extreme_anodic * np.log(10))\n",
- "\n",
- " i_extreme_cathodic = medfilt_cathodic_i.max()\n",
- " e_extreme_cathodic = p_cathodic(i_extreme_cathodic)\n",
- " tangent_slope_cathodic = p_cathodic.coeffs[0] * (i_extreme_cathodic * np.log(10))\n",
- "\n",
- " print(f\"tangent_slope_anodic {tangent_slope_anodic}\")\n",
- " print(f\"tangent_slope_cathodic {tangent_slope_cathodic}\")\n",
- " print(f\"p_anodic {p_anodic}\")\n",
- " print(f\"p_cathodic {p_cathodic}\")\n",
- "\n",
- " \n",
- " # 5. Calculate tangent lines \n",
- " log_i_extreme_anodic = np.log10(i_extreme_anodic)\n",
- " log_i_tangent_anodic = np.linspace(log_i_extreme_anodic - 0.5, log_i_extreme_anodic, 100)\n",
- " e_tangent_anodic = (\n",
- " tangent_slope_anodic * (log_i_tangent_anodic - log_i_extreme_anodic)\n",
- " + e_extreme_anodic\n",
- " )\n",
- "\n",
- " log_i_extreme_cathodic = np.log10(i_extreme_cathodic)\n",
- " log_i_tangent_cathodic = np.linspace(log_i_extreme_cathodic - 0.5, log_i_extreme_cathodic, 100)\n",
- " e_tangent_cathodic = (\n",
- " tangent_slope_cathodic * (log_i_tangent_cathodic - log_i_extreme_cathodic)\n",
- " + e_extreme_cathodic\n",
- " )\n",
- "\n",
- "\n",
- " # --- 3. Calculations ---\n",
- " temp_kelvin = 25.0 + 273.15\n",
- " R = 8.314 # Ideal Gas Constant (J/(mol·K))\n",
- " F = 96485 # Faraday Constant (C/mol)\n",
- " n = 2 # Number of electrons transferred in your electrochemical reaction. \n",
- " \n",
- " # Calculate the anodic charge transfer coefficient (alpha_a)\n",
- " # This value represents the fraction of the potential that assists the oxidation reaction.\n",
- " try:\n",
- " alpha_a = (2.303 * R * temp_kelvin) / (1e-3 * tangent_slope_anodic * n * F)\n",
- " alpha_c = -(2.303 * R * temp_kelvin) / (1e-3 * tangent_slope_cathodic * n * F) \n",
- " except ZeroDivisionError as e:\n",
- " print(\"Slope is zero, what happened?\")\n",
- " print(e)\n",
- " \n",
- " \n",
- " # 6. Package results into a dictionary\n",
- " results = {\n",
- " \"ecorr_guess\": ecorr_guess,\n",
- " \"beta_a\": tangent_slope_anodic, \n",
- " \"beta_c\": tangent_slope_cathodic,\n",
- " \"alpha_a\": alpha_a, \n",
- " \"alpha_c\": alpha_c, \n",
- " \"anodic_tangent_i\": 10**log_i_tangent_anodic,\n",
- " \"anodic_tangent_E\": e_tangent_anodic,\n",
- " \"cathodic_tangent_i\": 10**log_i_tangent_cathodic,\n",
- " \"cathodic_tangent_E\": e_tangent_cathodic, \n",
- " }\n",
- " return results"
- ]
- },
- {
- "cell_type": "markdown",
- "id": "967c80c8-6271-405d-98e6-f2699a657fc5",
- "metadata": {},
- "source": [
- "## Plotting code\n",
- "\n",
- "Plot the additional stuff only if you have results.\n",
- "Use the same function for everything\n",
- "Again, why didn't I do this earlier :|\n"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 390,
- "id": "a49005dc-a2b9-4cf1-9ad8-e4f549bda1fd",
- "metadata": {},
- "outputs": [],
- "source": [
- "def plot_tafel(data: pd.DataFrame, results: dict):\n",
+ "def analyze_tafel(data: pd.DataFrame) -> dict:\n",
" \"\"\"\n",
- " Generates and displays a Tafel plot from the data and analysis results.\n",
+ " Analyzes Tafel data to determine electrochemical parameters.\n",
"\n",
" Args:\n",
- " data (pd.DataFrame): The original experimental data.\n",
- " results (dict): The dictionary returned by analyze_tafel_data.\n",
+ " data: DataFrame with 'E' (potential) and 'i' (current) columns.\n",
+ "\n",
+ " Returns:\n",
+ " A dictionary containing the analysis results.\n",
" \"\"\"\n",
- " fig, ax = plt.subplots(figsize=(8, 4), dpi=150)\n",
- "\n",
- " # Plot the raw experimental data\n",
- " ax.semilogx(\n",
- " np.abs(data[\"i\"].to_numpy()), data[\"E\"].to_numpy(),\n",
- " marker='o', linestyle='', markersize=3, alpha=0.6, label=\"Experimental Data\"\n",
- " )\n",
- "\n",
- " # Plot the analysis results if available\n",
- " if results:\n",
- " \n",
- " ax.axhline( # Ecorr line\n",
- " y=results[\"ecorr_guess\"],\n",
- " color='green', linestyle='--', linewidth=2,\n",
- " label=f'$E_{{corr}}$ = {results[\"ecorr_guess\"]:.2f} mV'\n",
- " )\n",
- " \n",
- " ax.plot( # Anodic tangent line\n",
- " results[\"anodic_tangent_i\"], results[\"anodic_tangent_E\"],\n",
- " color='red', linestyle='-.', linewidth=2,\n",
- " label=f'Anodic Tangent {results[\"beta_a\"]:.2f}'\n",
- " )\n",
- " \n",
- " ax.plot( # Cathodic tangent line\n",
- " results[\"cathodic_tangent_i\"], results[\"cathodic_tangent_E\"],\n",
- " color='blue', linestyle='-.', linewidth=2,\n",
- " label=f'Cathodic Tangent {results[\"beta_c\"]:.2f}'\n",
- " )\n",
- "\n",
- " bx = ax.twinx() \n",
- " ymin, ymax = ax.get_ylim()\n",
- " bx.set_ylim(ymin-results[\"ecorr_guess\"], ymax-results[\"ecorr_guess\"])\n",
- " bx.set_ylabel(\"Overpotential (mV)\")\n",
- " \n",
- " # Configure plot aesthetics\n",
- " ax.set_xlabel(\"Current (A)\")\n",
- " ax.set_ylabel(\"Potential (mV)\")\n",
- " ax.legend()\n",
- " ax.grid(True, which=\"both\", ls=\"--\", linewidth=0.5)\n",
- " plt.tight_layout()\n",
- " plt.show()\n"
- ]
- },
- {
- "cell_type": "markdown",
- "id": "d83b0f6a-2961-4381-941f-2eda09ab713c",
- "metadata": {},
- "source": [
- "## Funspace"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 391,
- "id": "2f0f4d93-90bd-4ea0-b481-5d2d0c0d35c5",
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "tangent_slope_anodic 36.935982391954994\n",
- "tangent_slope_cathodic -51.83557582444677\n",
- "p_anodic \n",
- "2.397e+11 x - 184\n",
- "p_cathodic \n",
- "-5.013e+11 x - 182\n",
- "alpha_a 0.8009387773094865\n",
- "alpha_c 0.5707173134514494\n",
- "1.3716560907609359\n",
- "\n",
- "tangent_slope_anodic 32.33609922748971\n",
- "tangent_slope_cathodic -54.09410507385739\n",
- "p_anodic \n",
- "2.421e+11 x - 182.5\n",
- "p_cathodic \n",
- "-5.052e+11 x - 181.2\n",
- "alpha_a 0.9148741277546404\n",
- "alpha_c 0.5468888067441983\n",
- "1.4617629344988385\n",
- "\n",
- "tangent_slope_anodic 33.64593158958795\n",
- "tangent_slope_cathodic -52.384158766821365\n",
- "p_anodic \n",
- "2.375e+11 x - 182.9\n",
- "p_cathodic \n",
- "-5.358e+11 x - 181.2\n",
- "alpha_a 0.8792581800556247\n",
- "alpha_c 0.5647405870813464\n",
- "1.4439987671369712\n",
- "\n",
- "tangent_slope_anodic 36.99409502392016\n",
- "tangent_slope_cathodic -48.72756466526758\n",
- "p_anodic \n",
- "2.566e+11 x - 184.8\n",
- "p_cathodic \n",
- "-5.508e+11 x - 182.9\n",
- "alpha_a 0.7996806127196425\n",
- "alpha_c 0.6071196206697334\n",
- "1.4068002333893759\n",
- "\n",
- "tangent_slope_anodic 39.037818290543065\n",
- "tangent_slope_cathodic -48.123338398882495\n",
- "p_anodic \n",
- "2.673e+11 x - 185.4\n",
- "p_cathodic \n",
- "-5.483e+11 x - 183.3\n",
- "alpha_a 0.7578154177459187\n",
- "alpha_c 0.6147424837929392\n",
- "1.3725579015388578\n",
- "\n",
- "tangent_slope_anodic 41.082268537703634\n",
- "tangent_slope_cathodic -45.85765496987607\n",
- "p_anodic \n",
- "2.856e+11 x - 185.9\n",
- "p_cathodic \n",
- "-5.625e+11 x - 184\n",
- "alpha_a 0.7201028966690741\n",
- "alpha_c 0.6451149888752609\n",
- "1.365217885544335\n",
- "\n",
- "tangent_slope_anodic 36.935982391954994\n",
- "tangent_slope_cathodic -51.83557582444677\n",
- "p_anodic \n",
- "2.397e+11 x - 184\n",
- "p_cathodic \n",
- "-5.013e+11 x - 182\n"
- ]
- },
- {
- "data": {
- "image/png": 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",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "# =============================================================================\n",
- "# --- Main Execution Block ---\n",
- "# =============================================================================\n",
- "\n",
- "# 1. Analyze the dataset\n",
- "for HS1_df in [HS1_1, HS1_2, HS1_3, HS1_4, HS1_5, HS1_6]:\n",
- " analysis_results = analyze_tafel_data(HS1_df)\n",
- " print(f\"alpha_a {analysis_results['alpha_a']}\")\n",
- " print(f\"alpha_c {analysis_results['alpha_c']}\")\n",
- " print(analysis_results['alpha_a'] + analysis_results['alpha_c'])\n",
- " print()\n",
- "\n",
- "analysis_results = analyze_tafel_data(HS1_1)\n",
- "\n",
- "# 2. Plot the results\n",
- "if analysis_results:\n",
- " plot_tafel(HS1_1, analysis_results)\n",
- "else:\n",
- " print(\"Analysis could not be completed.\")\n",
- "\n",
- "#print(analysis_results)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "7a6fb1f0-efb2-4c23-83d7-1079955624a7",
- "metadata": {},
- "outputs": [],
- "source": []
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "cf05eadf-1b38-403c-854f-59cd2a3a8fde",
- "metadata": {},
- "outputs": [],
- "source": []
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "dab79e32-56d9-41b1-a328-c734f66c1696",
- "metadata": {},
- "outputs": [],
- "source": []
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "b712f813-bc16-4453-8899-bcc00a70b575",
- "metadata": {},
- "outputs": [],
- "source": []
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "b1ec6441-2655-49e7-bc9d-89caabd23ab0",
- "metadata": {},
- "outputs": [],
- "source": []
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "14fc70e9-8a28-4226-9c09-0a75e069e425",
- "metadata": {},
- "outputs": [],
- "source": []
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "313e9a4f-434b-4925-adcb-582819569a3d",
- "metadata": {},
- "outputs": [],
- "source": []
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "f6c4f357-a19b-4f35-93d5-7cd3dd9d9635",
- "metadata": {},
- "outputs": [],
- "source": []
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "989d4d9d-0c51-471f-98d5-473beba53f82",
- "metadata": {},
- "outputs": [],
- "source": []
- },
- {
- "cell_type": "markdown",
- "id": "d882a7cb-c89d-4bc8-a041-ad1defd2d03b",
- "metadata": {},
- "source": [
- "# Test space"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 426,
- "id": "b0371e43-b1ce-4181-a08e-93626934a938",
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "14.303656914399205 15.62901295498541\n",
- "alpha_a 0.52\n",
- "alpha_c 0.47\n",
- "0.9902749736726397\n"
- ]
- },
- {
- "data": {
- "image/png": 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",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "def plot_tafel(data: pd.DataFrame):\n",
- "\n",
- " \n",
- " fig, ax = plt.subplots(figsize=(8, 4), dpi=150)\n",
- "\n",
- " # Plot the raw experimental data\n",
- " ax.semilogx(\n",
- " np.abs(data[\"i\"].to_numpy()), data[\"E\"].to_numpy(),\n",
- " marker='o', linestyle='', markersize=3, alpha=0.6, label=\"Experimental Data\"\n",
- " )\n",
- "\n",
" INITIAL_KERNEL = 29\n",
" FIT_KERNEL = 99\n",
"\n",
" # 1. Estimate Corrosion Potential (Ecorr) using a median filter\n",
" ecorr_guess = data['E'].iloc[np.argmin(medfilt(data['i'], kernel_size=INITIAL_KERNEL))]\n",
"\n",
- " ax.axhline( # Ecorr line\n",
- " y=ecorr_guess,\n",
- " color='green', linestyle='--', linewidth=1,\n",
- " label=f'$E_{{corr}}$ = {results[\"ecorr_guess\"]:.2f} mV'\n",
- " )\n",
- " ax.set_xlabel(\"Current (A)\")\n",
- " ax.set_ylabel(\"Potential (mV)\")\n",
- "\n",
- " bx = ax.twinx() \n",
- " ymin, ymax = ax.get_ylim()\n",
- " bx.set_ylim(ymin-results[\"ecorr_guess\"], ymax-results[\"ecorr_guess\"])\n",
- " bx.set_ylabel(\"Overpotential (mV)\") \n",
- "\n",
" # 2. Split data into anodic and cathodic regions based on Ecorr\n",
- " anodic_data = data[data['E'] > ecorr_guess + 10].copy()\n",
- " cathodic_data = data[data['E'] < ecorr_guess - 10].copy()\n",
- " #anodic_data = anodic_data\n",
- " \n",
+ " anodic_data = data[data['E'] > ecorr_guess + 12].copy()\n",
+ " cathodic_data = data[data['E'] < ecorr_guess - 12].copy()\n",
+ "\n",
+ " if anodic_data.empty or cathodic_data.empty:\n",
+ " warnings.warn(\"No data in anodic or cathodic regions. Ecorr guess may be incorrect.\")\n",
+ " return {}\n",
+ "\n",
" anodic_data[\"i\"] = medfilt(anodic_data['i'], kernel_size=FIT_KERNEL)\n",
" cathodic_data[\"i\"] = medfilt(cathodic_data['i'], kernel_size=FIT_KERNEL)\n",
- " \n",
- " if anodic_data.empty or cathodic_data.empty:\n",
- " warnings.warn(\"No data in anodic or cathodic regions?. Ecorr guess may be incorrect.\") \n",
"\n",
- " p_anodic = np.poly1d(np.polyfit(np.log(anodic_data[\"i\"]), anodic_data['E'], 1))\n",
- " p_cathodic = np.poly1d(np.polyfit(np.log(cathodic_data[\"i\"]), cathodic_data['E'], 1))\n",
- " \n",
- " anodic_x = np.linspace(anodic_data[\"i\"].max(), 10**-11, 100)\n",
- " cathodic_x = np.linspace(cathodic_data[\"i\"].max(), 10**-11, 100)\n",
- " \n",
+ " # 3. Perform linear fit on E vs. log(i) for each branch\n",
+ " p_anodic = np.poly1d(np.polyfit( \n",
+ " np.log10(anodic_data[\"i\"]), \n",
+ " anodic_data['E'], 1))\n",
+ " p_cathodic = np.poly1d(np.polyfit(\n",
+ " np.log10(cathodic_data[\"i\"]), \n",
+ " cathodic_data['E'], 1))\n",
" beta_a = p_anodic[1]\n",
" beta_c = -p_cathodic[1]\n",
"\n",
- " print(f\"{beta_a} {beta_c}\")\n",
+ " # 3.5 Find the i_corr according to each branch\n",
+ " # Find the roots of the polynomial p(log(i)) - E_corr = 0\n",
+ " icorr_anodic = np.power(10, ((p_anodic - ecorr_guess).roots)[0])\n",
+ " icorr_cathodic = np.power(10,((p_cathodic - ecorr_guess).roots)[0])\n",
" \n",
- " ax.plot(anodic_x, p_anodic(np.log(anodic_x)), '-', markersize=1)\n",
- " ax.plot(cathodic_x, p_cathodic(np.log(cathodic_x)), '-', markersize=1)\n",
- "\n",
- " # --- 3. Calculations ---\n",
+ " # --- 4. Calculations ---\n",
" temp_kelvin = 25.0 + 273.15\n",
" R = 8.314 # Ideal Gas Constant (J/(mol·K))\n",
" F = 96485 # Faraday Constant (C/mol)\n",
- " n = 8 # Number of electrons transferred in your electrochemical reaction. \n",
- " \n",
- " # Calculate the anodic charge transfer coefficient (alpha_a)\n",
- " # This value represents the fraction of the potential that assists the oxidation reaction.\n",
+ " n = 3 # Number of electrons transferred\n",
+ "\n",
+ " alpha_a, alpha_c = None, None\n",
" try:\n",
+ " # Calculate charge transfer coefficients\n",
" alpha_a = (2.303 * R * temp_kelvin) / (1e-3 * beta_a * n * F)\n",
- " alpha_c = (2.303 * R * temp_kelvin) / (1e-3 * beta_c * n * F) \n",
+ " alpha_c = (2.303 * R * temp_kelvin) / (1e-3 * beta_c * n * F)\n",
" except ZeroDivisionError as e:\n",
- " print(\"Slope is zero, what happened?\")\n",
- " print(e)\n",
- " \n",
- " print(f\"alpha_a {alpha_a:.2f}\")\n",
- " print(f\"alpha_c {alpha_c:.2f}\")\n",
- " print(alpha_a + alpha_c)\n",
- " \n",
- " # 3. Perform linear fit on E vs. i for each branch\n",
- " #medfilt_anodic_i = medfilt(anodic_data['i'].iloc[30:-90], kernel_size=FIT_KERNEL)\n",
- " #medfilt_cathodic_i = medfilt(cathodic_data['i'].iloc[30:-90], kernel_size=FIT_KERNEL)\n",
- " #i_extreme_anodic = medfilt_anodic_i.max()\n",
- " #i_extreme_cathodic = medfilt_cathodic_i.max()\n",
+ " print(f\"Error during calculation: {e}. A slope was zero.\")\n",
+ "\n",
+ " return {\n",
+ " \"ecorr_guess\": ecorr_guess,\n",
+ " \"p_anodic\": p_anodic,\n",
+ " \"p_cathodic\": p_cathodic,\n",
+ " \"anodic_data\": anodic_data,\n",
+ " \"cathodic_data\": cathodic_data,\n",
+ " \"beta_a\": beta_a,\n",
+ " \"beta_c\": beta_c,\n",
+ " \"alpha_a\": alpha_a,\n",
+ " \"alpha_c\": alpha_c,\n",
+ " \"icorr_anodic\": icorr_anodic,\n",
+ " \"icorr_cathodic\": icorr_cathodic,\n",
+ " }"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "34f9a01d-0a09-4054-9eec-b12c512fe29a",
+ "metadata": {},
+ "source": [
+ "## Plot Tafel"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 264,
+ "id": "56eba50b-b152-4033-af25-5ec5f2bbb80c",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import pandas as pd\n",
+ "import numpy as np\n",
+ "import matplotlib.pyplot as plt\n",
+ "from matplotlib import rcParams\n",
+ "from matplotlib.ticker import MultipleLocator, AutoMinorLocator\n",
+ "import warnings\n",
+ "\n",
+ "def plot_tafel(\n",
+ " data: pd.DataFrame,\n",
+ " results: dict = None,\n",
+ " save_path: str = None,\n",
+ " fig_format: str = 'png',\n",
+ " column: str = 'single'\n",
+ "):\n",
+ " \"\"\"\n",
+ " Generates a publication-quality Tafel plot from experimental data and analysis results.\n",
+ "\n",
+ " This function formats the plot for single or double-column layouts typical\n",
+ " in academic journals, including specific font sizes, line styles, and\n",
+ " LaTeX-formatted labels.\n",
+ "\n",
+ " Args:\n",
+ " data (pd.DataFrame): The original DataFrame containing experimental data.\n",
+ " Must include 'E' (Potential in mV) and 'i' (Current in A).\n",
+ " results (dict, optional): A dictionary from an analysis function containing keys\n",
+ " like 'ecorr_guess', 'beta_a', 'beta_c', 'p_anodic',\n",
+ " 'p_cathodic', 'anodic_data', and 'cathodic_data'.\n",
+ " save_path (str, optional): The file path to save the figure (without extension).\n",
+ " If None, the plot is displayed instead. Defaults to None.\n",
+ " fig_format (str, optional): The format to save the figure in (e.g., 'png',\n",
+ " 'tiff', 'svg'). Defaults to 'png'.\n",
+ " column (str, optional): The journal column type for the plot.\n",
+ " Can be 'single' or 'double'. Defaults to 'single'.\n",
+ " \"\"\"\n",
+ "\n",
+ " # --- 1. Validate Input ---\n",
+ " if results is None or not isinstance(results, dict):\n",
+ " warnings.warn(\n",
+ " \"Analysis 'results' dictionary not provided. Plotting experimental data only.\",\n",
+ " UserWarning\n",
+ " )\n",
+ " results = {} # Use an empty dict to avoid errors later\n",
+ "\n",
+ " # --- 2. Configure Matplotlib for Publication Quality based on column type ---\n",
+ " if column == 'single':\n",
+ " # Parameters for a single-column figure (~3.5 inches wide)\n",
+ " figsize = (3.5, 3.0)\n",
+ " plot_params = {\n",
+ " 'font.size': 8,\n",
+ " 'axes.labelsize': 9,\n",
+ " 'legend.fontsize': 7,\n",
+ " 'xtick.labelsize': 7,\n",
+ " 'ytick.labelsize': 7,\n",
+ " 'axes.linewidth': 0.8\n",
+ " }\n",
+ " data_line_width = 1.0\n",
+ " fit_line_width = 1.2\n",
+ " ecorr_line_width = 0.7\n",
+ " elif column == 'double':\n",
+ " # Parameters for a double-column figure (~7 inches wide)\n",
+ " figsize = (7, 5)\n",
+ " plot_params = {\n",
+ " 'font.size': 10,\n",
+ " 'axes.labelsize': 11,\n",
+ " 'legend.fontsize': 9,\n",
+ " 'xtick.labelsize': 9,\n",
+ " 'ytick.labelsize': 9,\n",
+ " 'axes.linewidth': 1.0\n",
+ " }\n",
+ " data_line_width = 1.2\n",
+ " fit_line_width = 1.5\n",
+ " ecorr_line_width = 0.8\n",
+ " else:\n",
+ " raise ValueError(\"Invalid column type specified. Choose 'single' or 'double'.\")\n",
+ "\n",
+ " # --- 3. Generate Plot within a temporary style context ---\n",
+ " with plt.rc_context(rc=plot_params):\n",
+ " fig, ax = plt.subplots(figsize=figsize, dpi=300)\n",
+ "\n",
+ " # --- 3a. Plot Experimental Data as a Line Plot --- \n",
+ " ax.semilogx(\n",
+ " np.abs(data[\"i\"]), # x data\n",
+ " data[\"E\"], # y data\n",
+ " marker='none', \n",
+ " linestyle='-',\n",
+ " color='black',\n",
+ " linewidth=data_line_width,\n",
+ " label='Experimental Data'\n",
+ " )\n",
+ "\n",
+ " # --- 3b. Plot E_corr line and Overpotential Axis ---\n",
+ " if 'ecorr_guess' in results:\n",
+ " ecorr = results[\"ecorr_guess\"]\n",
+ " ax.axhline(\n",
+ " y=ecorr,\n",
+ " color='k',\n",
+ " linestyle='--',\n",
+ " linewidth=ecorr_line_width,\n",
+ " alpha=0.8,\n",
+ " label=f'$E_{{corr}}$ = {ecorr:.1f} mV'\n",
+ " )\n",
+ "\n",
+ " #ax.set_ylim(top=-160, bottom=-210) \n",
+ " #ax.set_xlim(left=10**-16) \n",
+ " \n",
+ " # Create a twin axis for overpotential\n",
+ " bx = ax.twinx()\n",
+ " ymin, ymax = ax.get_ylim()\n",
+ " bx.set_ylim(ymin - ecorr, ymax - ecorr)\n",
+ " bx.set_ylabel(\"Overpotential (mV)\")\n",
+ "\n",
+ " # Set major ticks to be multiples of 50 mV and add minor ticks\n",
+ " bx.yaxis.set_major_locator(MultipleLocator(5))\n",
+ " bx.yaxis.set_minor_locator(AutoMinorLocator(1))\n",
+ "\n",
+ " bx.tick_params(direction='in', which='both')\n",
+ " bx.spines['right'].set_position(('outward', 0))\n",
+ " else:\n",
+ " warnings.warn(\"Cannot plot E_corr line: 'ecorr_guess' not in results.\", UserWarning)\n",
+ "\n",
+ " # --- 3c. Plot Tafel Fit Lines ---\n",
+ " required_fit_keys = [\"anodic_data\", \"cathodic_data\", \n",
+ " 'p_anodic', 'p_cathodic', \n",
+ " 'icorr_anodic', 'icorr_cathodic', \n",
+ " 'beta_a', 'beta_c']\n",
+ " if all(key in results for key in required_fit_keys):\n",
+ " # ANODIC LINE DOTTED\n",
+ " ax.plot(\n",
+ " np.logspace(\n",
+ " np.log10(results[\"icorr_anodic\"]),\n",
+ " np.log10(results[\"anodic_data\"][\"i\"].max()),\n",
+ " 100,\n",
+ " ), \n",
+ " results[\"p_anodic\"](\n",
+ " np.log10(\n",
+ " np.logspace(\n",
+ " np.log10(results[\"icorr_anodic\"]),\n",
+ " np.log10(results[\"anodic_data\"][\"i\"].max()),\n",
+ " 100, \n",
+ " ),\n",
+ " )\n",
+ " ),\n",
+ " '--', color='#d62728', linewidth=fit_line_width,\n",
+ " label=f'$\\\\beta_a$ = {results[\"beta_a\"]:.1f} mV dec$^{{-1}}$ \\n $\\\\alpha_a$ = {results[\"alpha_a\"]:.2f}'\n",
+ " )\n",
+ " # ANODIC LINE \n",
+ " ax.plot(\n",
+ " np.logspace(\n",
+ " np.log10(results[\"anodic_data\"][\"i\"].min()),\n",
+ " np.log10(results[\"anodic_data\"][\"i\"].max()),\n",
+ " 100,\n",
+ " ), \n",
+ " results[\"p_anodic\"](\n",
+ " np.log10( \n",
+ " np.logspace(\n",
+ " np.log10(results[\"anodic_data\"][\"i\"].min()),\n",
+ " np.log10(results[\"anodic_data\"][\"i\"].max()),\n",
+ " 100,\n",
+ " ), \n",
+ " )\n",
+ " ),\n",
+ " color='#d62728', linewidth=fit_line_width,\n",
+ " )\n",
+ " \n",
+ " # CATHODIC LINE DOTTED\n",
+ " ax.plot(\n",
+ " np.logspace(\n",
+ " np.log10(results[\"icorr_cathodic\"]),\n",
+ " np.log10(results[\"cathodic_data\"][\"i\"].max()),\n",
+ " 100,\n",
+ " ), \n",
+ " results[\"p_cathodic\"](\n",
+ " np.log10( \n",
+ " np.logspace(\n",
+ " np.log10(results[\"icorr_cathodic\"]),\n",
+ " np.log10(results[\"cathodic_data\"][\"i\"].max()),\n",
+ " 100,\n",
+ " ), \n",
+ " )\n",
+ " ),\n",
+ " '--', color='#1f77b4', linewidth=fit_line_width,\n",
+ " label=f'$\\\\beta_c$ = {results[\"beta_c\"]:.1f} mV dec$^{{-1}}$ \\n $\\\\alpha_c$ = {results[\"alpha_c\"]:.2f}'\n",
+ " )\n",
+ " # CATHODIC LINE \n",
+ " ax.plot(\n",
+ " np.logspace(\n",
+ " np.log10(results[\"cathodic_data\"][\"i\"].min()),\n",
+ " np.log10(results[\"cathodic_data\"][\"i\"].max()),\n",
+ " 100,\n",
+ " ), \n",
+ " results[\"p_cathodic\"](\n",
+ " np.log10( \n",
+ " np.logspace(\n",
+ " np.log10(results[\"cathodic_data\"][\"i\"].min()),\n",
+ " np.log10(results[\"cathodic_data\"][\"i\"].max()),\n",
+ " 100,\n",
+ " ), \n",
+ " )\n",
+ " ),\n",
+ " color='#1f77b4', linewidth=fit_line_width,\n",
+ " )\n",
+ "\n",
+ " else:\n",
+ " warnings.warn(\"Cannot plot Tafel fit lines: one or more required keys are missing from results.\", UserWarning)\n",
+ "\n",
+ " # --- 3d. Configure Plot Aesthetics ---\n",
+ " ax.set_xlabel('Current Density, |$j$| (A/cm$^2$)')\n",
+ " ax.set_ylabel('Potential, $E$ vs. Ref. (mV)')\n",
+ " ax.tick_params(direction='in', which='both', top=True, right=False)\n",
+ " ax.grid(True, which=\"both\", ls=\"--\", linewidth=0.4, color='gray', alpha=0.6)\n",
+ "\n",
+ " # Combine legends and make the frame less prominent\n",
+ " lines, labels = ax.get_legend_handles_labels()\n",
+ " ax.legend(\n",
+ " lines, labels, loc='best',\n",
+ " frameon=True,\n",
+ " framealpha=0.9,\n",
+ " edgecolor='0.7',\n",
+ " borderpad=0.3,\n",
+ " labelspacing=0.4\n",
+ " )\n",
+ "\n",
+ " fig.tight_layout()\n",
+ "\n",
+ " # --- 4. Finalize and Show/Save Plot ---\n",
+ " if save_path:\n",
+ " plt.savefig(f\"{save_path}.{fig_format}\", format=fig_format, bbox_inches='tight')\n",
+ " print(f\"✅ Plot saved to {save_path}.{fig_format}\")\n",
+ " else:\n",
+ " plt.show()\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 265,
+ "id": "0651c767-a244-4649-8a82-fcda97ade5b0",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "alpha_a: 0.53\n",
+ "alpha_c: 0.46\n",
+ "Sum of alphas: 0.99\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Assuming 'HS1_6' is your DataFrame loaded with the experimental data\n",
+ "# For example:\n",
+ "# data = {'E': np.linspace(0, 1, 100), 'i': np.logspace(-6, -2, 100)}\n",
+ "# HS1_6 = pd.DataFrame(data)\n",
+ "\n",
+ "# 1. Analyze the data\n",
+ "analysis_results = analyze_tafel(HS1_5)\n",
+ "\n",
+ "# Print the calculated alpha values\n",
+ "if analysis_results:\n",
+ " print(f\"alpha_a: {analysis_results['alpha_a']:.2f}\")\n",
+ " print(f\"alpha_c: {analysis_results['alpha_c']:.2f}\")\n",
+ " if analysis_results['alpha_a'] is not None and analysis_results['alpha_c'] is not None:\n",
+ " print(f\"Sum of alphas: {analysis_results['alpha_a'] + analysis_results['alpha_c']:.2f}\")\n",
"\n",
"\n",
- " \n",
- " \n",
- " # Configure plot aesthetics\n",
- "\n",
- " ax.legend()\n",
- " ax.grid(True, which=\"both\", ls=\"--\", linewidth=0.5)\n",
- " plt.tight_layout()\n",
- " plt.show()\n",
- "\n",
- "plot_tafel(HS1_6)"
+ "# 2. Plot the data and the analysis\n",
+ "plot_tafel(HS1_5, analysis_results)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 255,
+ "id": "2f13865b-557a-4fdf-b3d4-a8ffa5c2c8e7",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "p = analysis_results[\"p_anodic\"] "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 256,
+ "id": "5f19c6e5-d6db-4530-b1e1-59b9fbe8a17a",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "poly1d([ 31.77354549, 155.49089313])"
+ ]
+ },
+ "execution_count": 256,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "p\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 216,
+ "id": "9c700d08-e08f-4dd8-9737-3b11e1a7af14",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "np.float64(1.6913954688266906e-11)"
+ ]
+ },
+ "execution_count": 216,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "(2.73)**((p.roots)[0])\n"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "e564beda-3ec1-4613-8dde-50d3986f5cfd",
- "metadata": {},
- "outputs": [],
- "source": []
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "b25ef827-dfb6-44d0-8633-e4255ba4f047",
- "metadata": {},
- "outputs": [],
- "source": []
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "b38675d9-8a13-47b0-87f9-f8732612a096",
- "metadata": {},
- "outputs": [],
- "source": []
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "110a6031-ea23-46cf-8f1a-7c39ec6d88b9",
+ "id": "3a9c66d0-3f55-4f4a-a79c-9da787abdfae",
"metadata": {},
"outputs": [],
"source": []
diff --git a/electrochemical_OCP_EIS_LPR/.ipynb_checkpoints/Untitled-checkpoint.ipynb b/electrochemical_OCP_EIS_LPR/.ipynb_checkpoints/Untitled-checkpoint.ipynb
deleted file mode 100644
index 970590d..0000000
--- a/electrochemical_OCP_EIS_LPR/.ipynb_checkpoints/Untitled-checkpoint.ipynb
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:4b47f5f379d722a0341bfcfa7ca2e1d9045f5bab225443a5c42505bef3fe280a
-size 144241
diff --git a/electrochemical_OCP_EIS_LPR/.ipynb_checkpoints/analysis-checkpoint.ipynb b/electrochemical_OCP_EIS_LPR/.ipynb_checkpoints/analysis-checkpoint.ipynb
deleted file mode 100644
index 7b09cc1..0000000
--- a/electrochemical_OCP_EIS_LPR/.ipynb_checkpoints/analysis-checkpoint.ipynb
+++ /dev/null
@@ -1,38 +0,0 @@
-{
- "cells": [
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "3fbba325-181f-4c37-9cfa-44b8d6027310",
- "metadata": {},
- "outputs": [],
- "source": [
- "import pandas as pd\n",
- "import numpy as np\n",
- "import matplotlib.pyplot as plt\n",
- "\n"
- ]
- }
- ],
- "metadata": {
- "kernelspec": {
- "display_name": "Python 3 (ipykernel)",
- "language": "python",
- "name": "python3"
- },
- "language_info": {
- "codemirror_mode": {
- "name": "ipython",
- "version": 3
- },
- "file_extension": ".py",
- "mimetype": "text/x-python",
- "name": "python",
- "nbconvert_exporter": "python",
- "pygments_lexer": "ipython3",
- "version": "3.10.16"
- }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
diff --git a/electrochemical_OCP_EIS_LPR/EIS.ipynb b/electrochemical_OCP_EIS_LPR/EIS.ipynb
old mode 100644
new mode 100755
index 5ccd83c..6936053
--- a/electrochemical_OCP_EIS_LPR/EIS.ipynb
+++ b/electrochemical_OCP_EIS_LPR/EIS.ipynb
@@ -1,3 +1,1516 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:d2486185ffb43aa55840a6b8015a0bc4c6482962e58c1529f10195d6b76ba797
-size 429066
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "edd45bd3-d582-4a4e-b61b-4a20b65290b3",
+ "metadata": {},
+ "source": [
+ "## Imports"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 137,
+ "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": 138,
+ "id": "f21e4149-b8bf-4ddd-9f52-a9e1527939cf",
+ "metadata": {
+ "jupyter": {
+ "source_hidden": true
+ }
+ },
+ "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"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 139,
+ "id": "91821d16-a56b-457c-938a-9665dce5d4ee",
+ "metadata": {
+ "jupyter": {
+ "source_hidden": true
+ }
+ },
+ "outputs": [],
+ "source": [
+ "\n",
+ " \n",
+ "try:\n",
+ " HS_EIS_10mV_1_df = EIS_z60_import(\"./HIPed_Stellite1_EIS/10mV_1.z60\")\n",
+ " HS_EIS_10mV_2_df = EIS_z60_import(\"./HIPed_Stellite1_EIS/10mV_2.z60\")\n",
+ " HS_EIS_10mV_3_df = EIS_z60_import(\"./HIPed_Stellite1_EIS/10mV_3.z60\")\n",
+ "\n",
+ " HS_EIS_20mV_1_df = EIS_z60_import(\"./HIPed_Stellite1_EIS/20mV_1.z60\")\n",
+ " HS_EIS_20mV_2_df = EIS_z60_import(\"./HIPed_Stellite1_EIS/20mV_2.z60\")\n",
+ " HS_EIS_20mV_3_df = EIS_z60_import(\"./HIPed_Stellite1_EIS/20mV_3.z60\") \n",
+ "\n",
+ " HS_EIS_30mV_1_df = EIS_z60_import(\"./HIPed_Stellite1_EIS/30mV_1.z60\")\n",
+ " HS_EIS_30mV_2_df = EIS_z60_import(\"./HIPed_Stellite1_EIS/30mV_2.z60\")\n",
+ " HS_EIS_30mV_3_df = EIS_z60_import(\"./HIPed_Stellite1_EIS/30mV_3.z60\")\n",
+ "\n",
+ " CS_EIS_10mV_1_df = EIS_z60_import(\"./Cast_Stellite1_EIS/10mV_4.z60\")\n",
+ " CS_EIS_10mV_2_df = EIS_z60_import(\"./Cast_Stellite1_EIS/10mV_5.z60\")\n",
+ " CS_EIS_10mV_3_df = EIS_z60_import(\"./Cast_Stellite1_EIS/10mV_6.z60\")\n",
+ " \n",
+ " CS_EIS_20mV_1_df = EIS_z60_import(\"./Cast_Stellite1_EIS/20mV_4.z60\")\n",
+ " CS_EIS_20mV_2_df = EIS_z60_import(\"./Cast_Stellite1_EIS/20mV_5.z60\")\n",
+ " CS_EIS_20mV_3_df = EIS_z60_import(\"./Cast_Stellite1_EIS/20mV_6.z60\")\n",
+ " \n",
+ " CS_EIS_30mV_1_df = EIS_z60_import(\"./Cast_Stellite1_EIS/30mV_4.z60\")\n",
+ " CS_EIS_30mV_2_df = EIS_z60_import(\"./Cast_Stellite1_EIS/30mV_5.z60\")\n",
+ " CS_EIS_30mV_3_df = EIS_z60_import(\"./Cast_Stellite1_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": 140,
+ "id": "73b19be1-b2d8-40cd-bea7-b3ed44591cec",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
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+ " \n",
+ " \n",
+ " | \n",
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+ " Z | \n",
+ " theta | \n",
+ "
\n",
+ " \n",
+ " Freq | \n",
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+ "
100 rows × 4 columns
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+ "
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+ ],
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+ " Z' Z'' Z theta\n",
+ "Freq \n",
+ "10000.000000 13.6844 -8.73995 19.352664 -122.565549\n",
+ "8902.150000 13.9926 -9.50130 19.788525 -124.177414\n",
+ "7924.830000 14.2974 -10.32960 20.219577 -125.847396\n",
+ "7054.800000 14.5487 -11.16810 20.574969 -127.511128\n",
+ "6280.290000 14.8062 -12.11390 20.939129 -129.288796\n",
+ "... ... ... ... ...\n",
+ "0.146085 342592.0000 -314337.00000 484498.252761 -132.537184\n",
+ "0.130047 362881.0000 -308746.00000 513191.231728 -130.391764\n",
+ "0.115770 401529.0000 -311649.00000 567847.757486 -127.817028\n",
+ "0.103060 438102.0000 -306492.00000 619569.790103 -124.976271\n",
+ "0.100000 434801.0000 -327843.00000 614901.471133 -127.016549\n",
+ "\n",
+ "[100 rows x 4 columns]"
+ ]
+ },
+ "execution_count": 140,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "HS_EIS_20mV_2_df "
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "0bcdaf4a-ff61-4374-b2a3-4ec1f4e9dc90",
+ "metadata": {},
+ "source": [
+ "## Calculating average and standard deviation, and throwing it into one df"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 141,
+ "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",
+ "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",
+ "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_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",
+ "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",
+ "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": 195,
+ "id": "e85eae7d-0327-4c33-badb-da1dd6b44c51",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Throwing it into one df \n",
+ "\n",
+ "CS_10mV = CS_df_10mV_means\n",
+ "CS_10mV[\"Z' STD\"] = CS_df_10mV_err[\"Z'\"]\n",
+ "CS_10mV[\"Z'' STD\"] = CS_df_10mV_err[\"Z''\"]\n",
+ "CS_10mV[\"Z STD\"] = CS_df_10mV_err[\"Z\"]\n",
+ "CS_10mV[\"theta STD\"] = CS_df_10mV_err[\"theta\"]\n",
+ "CS_10mV = CS_10mV[[\"Z'\", \"Z' STD\", \"Z''\", \"Z'' STD\", 'Z', 'Z STD', 'theta', 'theta STD']]\n",
+ "\n",
+ "CS_20mV = CS_df_20mV_means\n",
+ "CS_20mV[\"Z' STD\"] = CS_df_20mV_err[\"Z'\"]\n",
+ "CS_20mV[\"Z'' STD\"] = CS_df_20mV_err[\"Z''\"]\n",
+ "CS_20mV[\"Z STD\"] = CS_df_20mV_err[\"Z\"]\n",
+ "CS_20mV[\"theta STD\"] = CS_df_20mV_err[\"theta\"]\n",
+ "CS_20mV = CS_20mV[[\"Z'\", \"Z' STD\", \"Z''\", \"Z'' STD\", 'Z', 'Z STD', 'theta', 'theta STD']]\n",
+ "\n",
+ "CS_30mV = CS_df_30mV_means\n",
+ "CS_30mV[\"Z' STD\"] = CS_df_30mV_err[\"Z'\"]\n",
+ "CS_30mV[\"Z'' STD\"] = CS_df_30mV_err[\"Z''\"]\n",
+ "CS_30mV[\"Z STD\"] = CS_df_30mV_err[\"Z\"]\n",
+ "CS_30mV[\"theta STD\"] = CS_df_30mV_err[\"theta\"]\n",
+ "CS_30mV = CS_30mV[[\"Z'\", \"Z' STD\", \"Z''\", \"Z'' STD\", 'Z', 'Z STD', 'theta', 'theta STD']]\n",
+ "\n",
+ "HS_10mV = HS_df_10mV_means\n",
+ "HS_10mV[\"Z' STD\"] = HS_df_10mV_err[\"Z'\"]\n",
+ "HS_10mV[\"Z'' STD\"] = HS_df_10mV_err[\"Z''\"]\n",
+ "HS_10mV[\"Z STD\"] = HS_df_10mV_err[\"Z\"]\n",
+ "HS_10mV[\"theta STD\"] = HS_df_10mV_err[\"theta\"]\n",
+ "HS_10mV = HS_10mV[[\"Z'\", \"Z' STD\", \"Z''\", \"Z'' STD\", 'Z', 'Z STD', 'theta', 'theta STD']]\n",
+ "\n",
+ "HS_20mV = HS_df_20mV_means\n",
+ "HS_20mV[\"Z' STD\"] = HS_df_20mV_err[\"Z'\"]\n",
+ "HS_20mV[\"Z'' STD\"] = HS_df_20mV_err[\"Z''\"]\n",
+ "HS_20mV[\"Z STD\"] = HS_df_20mV_err[\"Z\"]\n",
+ "HS_20mV[\"theta STD\"] = HS_df_20mV_err[\"theta\"]\n",
+ "HS_20mV = HS_20mV[[\"Z'\", \"Z' STD\", \"Z''\", \"Z'' STD\", 'Z', 'Z STD', 'theta', 'theta STD']]\n",
+ "\n",
+ "HS_30mV = HS_df_30mV_means\n",
+ "HS_30mV[\"Z' STD\"] = HS_df_30mV_err[\"Z'\"]\n",
+ "HS_30mV[\"Z'' STD\"] = HS_df_30mV_err[\"Z''\"]\n",
+ "HS_30mV[\"Z STD\"] = HS_df_30mV_err[\"Z\"]\n",
+ "HS_30mV[\"theta STD\"] = HS_df_30mV_err[\"theta\"]\n",
+ "HS_30mV = HS_30mV[[\"Z'\", \"Z' STD\", \"Z''\", \"Z'' STD\", 'Z', 'Z STD', 'theta', 'theta STD']]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 196,
+ "id": "1e940b18-408a-4d85-90f8-400216ef7c77",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
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+ " \n",
+ " \n",
+ " | \n",
+ " Z' | \n",
+ " Z' STD | \n",
+ " Z'' | \n",
+ " Z'' STD | \n",
+ " Z | \n",
+ " Z STD | \n",
+ " theta | \n",
+ " theta STD | \n",
+ "
\n",
+ " \n",
+ " Freq | \n",
+ " | \n",
+ " | \n",
+ " | \n",
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+ " \n",
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+ " 3.561730 | \n",
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\n",
+ " \n",
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\n",
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+ " \n",
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+ " -101.585063 | \n",
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+ "
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+ " \n",
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+ " 0.046573 | \n",
+ " -2.557347 | \n",
+ " 0.021008 | \n",
+ " 17.772752 | \n",
+ " 0.065864 | \n",
+ " -101.502538 | \n",
+ " 0.133297 | \n",
+ "
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+ " \n",
+ "
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+ "
100 rows × 8 columns
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+ "
"
+ ],
+ "text/plain": [
+ " Z' Z' STD Z'' Z'' STD \\\n",
+ "Freq \n",
+ "0.100000 52385.766667 5174.215536 -16872.066667 4506.482115 \n",
+ "0.103060 53565.966667 4485.564558 -17155.066667 5626.342084 \n",
+ "0.115770 51369.266667 4821.971581 -19388.833333 5416.794928 \n",
+ "0.130047 49831.533333 4390.182188 -18669.633333 5283.797888 \n",
+ "0.146085 48398.700000 4110.090132 -20213.066667 5719.749157 \n",
+ "... ... ... ... ... \n",
+ "6280.290000 13.137567 0.030354 -2.815247 0.023505 \n",
+ "7054.800000 13.019433 0.034522 -2.735047 0.022472 \n",
+ "7924.830000 12.894633 0.040029 -2.666353 0.025520 \n",
+ "8902.150000 12.735333 0.038534 -2.610677 0.022780 \n",
+ "10000.000000 12.567233 0.046573 -2.557347 0.021008 \n",
+ "\n",
+ " Z Z STD theta theta STD \n",
+ "Freq \n",
+ "0.100000 74084.661695 7317.445786 -107.688684 3.084636 \n",
+ "0.103060 75753.716542 6343.546233 -107.521389 4.137322 \n",
+ "0.115770 72647.113609 6819.297607 -110.477594 3.873465 \n",
+ "0.130047 70472.430274 6208.655191 -110.287651 3.561730 \n",
+ "0.146085 68446.097941 5812.545207 -112.389808 4.074807 \n",
+ "... ... ... ... ... \n",
+ "6280.290000 18.579325 0.042927 -102.095135 0.124990 \n",
+ "7054.800000 18.412259 0.048822 -101.864031 0.124997 \n",
+ "7924.830000 18.235765 0.056609 -101.683217 0.143888 \n",
+ "8902.150000 18.010481 0.054496 -101.585063 0.132362 \n",
+ "10000.000000 17.772752 0.065864 -101.502538 0.133297 \n",
+ "\n",
+ "[100 rows x 8 columns]"
+ ]
+ },
+ "execution_count": 196,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "CS_30mV "
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "7cd5ea3d-4381-429e-bd6d-b46d355657d4",
+ "metadata": {},
+ "source": [
+ "# Visualizing data"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "802a394f-df3b-40de-a72b-aa25eb4a3497",
+ "metadata": {},
+ "source": [
+ "## Plotting average data in Bode Plot"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 212,
+ "id": "28c0aa53-7db6-4a19-bdb3-be5aefb510dd",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "10mV Theta mean error : 3.57%\n",
+ "10mV |Z| mean error : 2181.68%\n",
+ "\n",
+ "20mV Theta mean error : 2.53%\n",
+ "20mV |Z| mean error : 1125.86%\n",
+ "\n",
+ "30mV Theta mean error : 2.13%\n",
+ "30mV |Z| mean error : 968.84%\n"
+ ]
+ }
+ ],
+ "source": [
+ "print(f\"10mV Theta mean error : {CS_10mV['theta STD'].mean():.2f}%\")\n",
+ "print(f\"10mV |Z| mean error : { CS_10mV['Z STD'].mean():.2f}%\")\n",
+ "print()\n",
+ "print(f\"20mV Theta mean error : {CS_20mV['theta STD'].mean():.2f}%\")\n",
+ "print(f\"20mV |Z| mean error : { CS_20mV['Z STD'].mean():.2f}%\")\n",
+ "print()\n",
+ "print(f\"30mV Theta mean error : {CS_30mV['theta STD'].mean():.2f}%\")\n",
+ "print(f\"30mV |Z| mean error : { CS_30mV['Z STD'].mean():.2f}%\")\n"
+ ]
+ },
+ {
+ "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": 256,
+ "id": "220655d9-55dd-4eed-98e0-72c3f40cab55",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fig, axs = plt.subplots(2,2,figsize=(7,4), sharex=True, dpi=150)\n",
+ "\n",
+ "ax1 = axs[0][0]\n",
+ "ax2 = axs[1][0]\n",
+ "bx1 = axs[0][1]\n",
+ "bx2 = axs[1][1]\n",
+ "\n",
+ "common_args = {\n",
+ " 'fmt': 'o',\n",
+ " 'markersize': 2, \n",
+ " 'markeredgecolor':'black', # Color of the marker border\n",
+ " 'markeredgewidth':0.25, # Width of the marker border \n",
+ " 'elinewidth': 0.50, \n",
+ " 'capsize': 1, \n",
+ " 'capthick': 0.50,\n",
+ "}\n",
+ "\n",
+ "ax1.errorbar(CS_10mV.index.to_numpy(), CS_10mV[\"Z\"].to_numpy(), CS_10mV[\"Z STD\"].to_numpy(),\n",
+ " color='mediumblue', ecolor=\"mediumblue\", label=\"CS 10 mV\", **common_args)\n",
+ "ax1.errorbar(CS_20mV.index.to_numpy(), CS_20mV[\"Z\"].to_numpy(), CS_20mV[\"Z STD\"].to_numpy(),\n",
+ " color='firebrick', ecolor=\"firebrick\", label=\"CS 20 mV\", **common_args)\n",
+ "ax1.errorbar(CS_30mV.index.to_numpy(), CS_30mV[\"Z\"].to_numpy(), CS_30mV[\"Z STD\"].to_numpy(),\n",
+ " color='mediumseagreen', ecolor=\"mediumseagreen\", label=\"CS 30 mV\", **common_args)\n",
+ "\n",
+ "ax2.errorbar(CS_10mV.index.to_numpy(), CS_10mV[\"theta\"].to_numpy(), CS_10mV[\"theta STD\"].to_numpy(),\n",
+ " color='mediumblue', ecolor=\"mediumblue\", label=\"CS 10 mV\", **common_args)\n",
+ "ax2.errorbar(CS_20mV.index.to_numpy(), CS_20mV[\"theta\"].to_numpy(), CS_20mV[\"theta STD\"].to_numpy(),\n",
+ " color='firebrick', ecolor=\"firebrick\", label=\"CS 20 mV\", **common_args)\n",
+ "ax2.errorbar(CS_30mV.index.to_numpy(), CS_30mV[\"theta\"].to_numpy(), CS_30mV[\"theta STD\"].to_numpy(),\n",
+ " color='mediumseagreen', ecolor=\"mediumseagreen\", label=\"CS 30 mV\", **common_args)\n",
+ "\n",
+ "common_args['fmt'] = 's'\n",
+ "\n",
+ "bx1.errorbar(HS_10mV.index.to_numpy(), HS_10mV[\"Z\"].to_numpy(), HS_10mV[\"Z STD\"].to_numpy(),\n",
+ " color='mediumblue', ecolor=\"mediumblue\", label=\"HS 10 mV\", **common_args)\n",
+ "bx1.errorbar(HS_20mV.index.to_numpy(), HS_20mV[\"Z\"].to_numpy(), HS_20mV[\"Z STD\"].to_numpy(),\n",
+ " color='firebrick', ecolor=\"firebrick\", label=\"HS 20 mV\", **common_args)\n",
+ "bx1.errorbar(HS_30mV.index.to_numpy(), HS_30mV[\"Z\"].to_numpy(), HS_30mV[\"Z STD\"].to_numpy(),\n",
+ " color='mediumseagreen', ecolor=\"mediumseagreen\", label=\"HS 30 mV\", **common_args)\n",
+ "\n",
+ "bx2.errorbar(HS_10mV.index.to_numpy(), HS_10mV[\"theta\"].to_numpy(), HS_10mV[\"theta STD\"].to_numpy(),\n",
+ " color='mediumblue', ecolor=\"mediumblue\", label=\"HS 10 mV\", **common_args)\n",
+ "bx2.errorbar(HS_20mV.index.to_numpy(), HS_20mV[\"theta\"].to_numpy(), HS_20mV[\"theta STD\"].to_numpy(),\n",
+ " color='firebrick', ecolor=\"firebrick\", label=\"HS 20 mV\", **common_args)\n",
+ "bx2.errorbar(HS_30mV.index.to_numpy(), HS_30mV[\"theta\"].to_numpy(), HS_30mV[\"theta STD\"].to_numpy(),\n",
+ " color='mediumseagreen', ecolor=\"mediumseagreen\", label=\"HS 30 mV\", **common_args)\n",
+ "\n",
+ "ax1.grid(True, which=\"both\", ls=\"-\", alpha=0.5)\n",
+ "ax2.grid(True, which=\"both\", ls=\"-\", alpha=0.5)\n",
+ "bx1.grid(True, which=\"both\", ls=\"-\", alpha=0.5)\n",
+ "bx2.grid(True, which=\"both\", ls=\"-\", alpha=0.5)\n",
+ "\n",
+ "ax1.legend(markerscale=2)\n",
+ "bx1.legend(markerscale=2)\n",
+ "\n",
+ "ax1.set_ylabel('|Z| [Ohm]')\n",
+ "ax2.set_ylabel('Phase [deg]')\n",
+ "ax2.set_xlabel(\"Frequency [Hz]\")\n",
+ "bx2.set_xlabel(\"Frequency [Hz]\")\n",
+ "\n",
+ "ax1.set_xscale(\"log\")\n",
+ "ax1.set_yscale(\"log\")\n",
+ "bx1.set_xscale(\"log\")\n",
+ "bx1.set_yscale(\"log\")\n",
+ "\n",
+ "ax2.set_xscale(\"log\")\n",
+ "ax2.set_yscale(\"linear\")\n",
+ "bx2.set_xscale(\"log\")\n",
+ "bx2.set_yscale(\"linear\")\n",
+ "\n",
+ "ax1.set_ylim(bottom=10, top=10**6)\n",
+ "bx1.set_ylim(bottom=10, top=10**6)\n",
+ "ax2.set_ylim(bottom=-100, top=-180)\n",
+ "bx2.set_ylim(bottom=-100, top=-180)\n",
+ "\n",
+ "plt.tight_layout()\n",
+ "plt.plot()\n",
+ "\n",
+ "plt.savefig('doublecolumn_bode_plot.png', dpi=600)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 199,
+ "id": "68715eac-2f14-4dcf-9504-9107b53bcf0c",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "[]"
+ ]
+ },
+ "execution_count": 199,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fig, (ax1, ax2) = plt.subplots(2,1,figsize=(8,4), sharex=True, dpi=150)\n",
+ "\n",
+ "ax1.errorbar(HS_df_10mV_means.index.to_numpy(), HS_df_10mV_means[\"Z\"].to_numpy(), HS_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=\"HS 10 mV\")\n",
+ "ax1.errorbar(HS_df_20mV_means.index.to_numpy(), HS_df_20mV_means[\"Z\"].to_numpy(), HS_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=\"HS 20 mV\")\n",
+ "ax1.errorbar(HS_df_30mV_means.index.to_numpy(), HS_df_30mV_means[\"Z\"].to_numpy(), HS_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=\"HS 30 mV\")\n",
+ "\n",
+ "ax2.errorbar(HS_df_10mV_means.index.to_numpy(), HS_df_10mV_means[\"theta\"].to_numpy(), HS_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=\"HS 10 mV\")\n",
+ "ax2.errorbar(HS_df_20mV_means.index.to_numpy(), HS_df_20mV_means[\"theta\"].to_numpy(), HS_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=\"HS 20 mV\")\n",
+ "ax2.errorbar(HS_df_30mV_means.index.to_numpy(), HS_df_30mV_means[\"theta\"].to_numpy(), HS_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=\"HS 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 [Hz]\")\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%20EIS%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": 200,
+ "id": "36bd74ca-8cf3-43b3-83ef-aa9c4253af41",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "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",
+ " # CS stuff #\n",
+ " # ######## # \n",
+ " ax.errorbar(x=(CS_df_10mV_means)[\"Z'\"].to_numpy(), y=(-CS_df_10mV_means)[\"Z''\"].to_numpy(), \n",
+ " xerr=(CS_df_10mV_err)[\"Z\"].to_numpy(), yerr=(CS_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=\"CS1 10 mV\")\n",
+ " ax.errorbar(x=(CS_df_20mV_means)[\"Z'\"].to_numpy(), y=(-CS_df_20mV_means)[\"Z''\"].to_numpy(), \n",
+ " xerr=(CS_df_20mV_err)[\"Z\"].to_numpy(), yerr=(CS_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=\"CS1 20 mV\")\n",
+ " ax.errorbar(x=(CS_df_30mV_means)[\"Z'\"].to_numpy(), y=(-CS_df_30mV_means)[\"Z''\"].to_numpy(), \n",
+ " xerr=(CS_df_30mV_err)[\"Z\"].to_numpy(), yerr=(CS_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=\"CS1 30 mV\") \n",
+ "\n",
+ " ax.plot((CS_df_10mV_means)[\"Z'\"].to_numpy(), (-CS_df_10mV_means)[\"Z''\"].to_numpy(), 's-',\n",
+ " linewidth=1, alpha=0.5, color='mediumblue', markersize=2)\n",
+ " ax.plot((CS_df_20mV_means)[\"Z'\"].to_numpy(), (-CS_df_20mV_means)[\"Z''\"].to_numpy(), 's-', \n",
+ " linewidth=1, alpha=0.5, color='firebrick', markersize=2)\n",
+ " ax.plot((CS_df_30mV_means)[\"Z'\"].to_numpy(), (-CS_df_30mV_means)[\"Z''\"].to_numpy(), 's-', \n",
+ " linewidth=1, alpha=0.5, color='mediumseagreen', markersize=2)\n",
+ "\n",
+ " # ######## #\n",
+ " # HS 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 = 'o', \n",
+ " ecolor=\"mediumblue\", elinewidth=0.250, capsize=2, capthick=0.50,\n",
+ " label=\"HS1 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 = 'o', \n",
+ " ecolor=\"firebrick\", elinewidth=0.250, capsize=2, capthick=0.50,\n",
+ " label=\"HS1 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 = 'o', \n",
+ " ecolor=\"mediumseagreen\", elinewidth=0.250, capsize=2, capthick=0.50,\n",
+ " label=\"HS1 30 mV\") \n",
+ " \n",
+ " bx.plot((HS_df_10mV_means)[\"Z'\"].to_numpy(), (-HS_df_10mV_means)[\"Z''\"].to_numpy(), 'o-',\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(), 'o-', \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(), 'o-', \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=(4/7)*70000)\n",
+ " bx.set_xlim(left=0, right=900000)\n",
+ " bx.set_ylim(bottom=0, top=(4/7)*900000)\n",
+ "\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": 146,
+ "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": 147,
+ "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": 187,
+ "id": "0d312167-e1ba-45b4-bc9a-898a02ee94e9",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Starting curve_fit for real data...\n",
+ "An error occurred: `sigma` has incorrect shape.\n"
+ ]
+ }
+ ],
+ "source": [
+ "print(\"Starting curve_fit for real data...\")\n",
+ "try:\n",
+ " CS_popt, CS_pcov = scipy.optimize.curve_fit( \n",
+ " f = model_func, \n",
+ " xdata = CS_df_20mV_means[\"Z'\"].dropna().index,\n",
+ " ydata = np.concatenate([CS_df_20mV_means[\"Z'\"].dropna().to_numpy(),\n",
+ " CS_df_20mV_means[\"Z''\"].dropna().to_numpy()]),\n",
+ " sigma = np.concatenate([CS_df_20mV_err[\"Z'\"].dropna().to_numpy(),\n",
+ " CS_df_20mV_err[\"Z''\"].dropna().to_numpy()]), \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",
+ " HS_popt, HS_pcov = scipy.optimize.curve_fit( \n",
+ " f = model_func, \n",
+ " xdata = HS_df_20mV_means[\"Z'\"].dropna().index,\n",
+ " ydata = np.concatenate([HS_df_20mV_means[\"Z'\"].dropna().to_numpy(),\n",
+ " HS_df_20mV_means[\"Z''\"].dropna().to_numpy()]),\n",
+ " sigma = np.concatenate([HS_df_20mV_err[\"Z'\"].dropna().to_numpy(),\n",
+ " HS_df_20mV_err[\"Z''\"].dropna().to_numpy()]), \n",
+ " p0= [10.0, 7e6, 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",
+ " # Cast Stellite 1 Results\n",
+ " print(\"\\nOptimized Parameters for Cast Stellite 1:\") \n",
+ " CS_perr = np.sqrt(np.diag(CS_pcov))\n",
+ " for name, val, err in zip([\"Rs\", \"Rp\", \"Q\", \"alpha\"], CS_popt, CS_perr):\n",
+ " print(f\"{name:<8}: {val:.2e} ± {err:.2e} ( ± {100*(err/val):.2e} % )\")\n",
+ "\n",
+ " # HIPed Stellite 1 Results\n",
+ " print(\"\\nOptimized Parameters for HIPed Stellite 1:\") \n",
+ " HS_perr = np.sqrt(np.diag(HS_pcov))\n",
+ " for name, val, err in zip([\"Rs\", \"Rp\", \"Q\", \"alpha\"], HS_popt, HS_perr):\n",
+ " print(f\"{name:<8}: {val:.2e} ± {err:.2e} ( ± {100*(err/val):.2e} % )\")\n",
+ "\n",
+ "#freq_data = CS_df_20mV_means[\"Z'\"].dropna().index \n",
+ "#Z_fit = randles_circuit(CS_df_20mV_means[\"Z'\"].dropna().index, *CS_popt)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 189,
+ "id": "b89a5b86-3357-429e-b0a3-1059f38b505e",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "array([3.67834633e+04, 1.95687710e+04, 2.02220682e+04, 1.29496379e+04,\n",
+ " 2.15795089e+04, 1.74141769e+04, 2.15404497e+04, 2.36723049e+04,\n",
+ " 9.31676784e+03, 1.56341477e+04, 4.32178014e+04, 3.43015200e+04,\n",
+ " 6.00647453e+03, 7.35329405e+02, 9.74733600e+03, 2.54967161e+03,\n",
+ " 7.64150168e+03, 5.59012913e+03, 2.85256342e+03, 4.07609320e+03,\n",
+ " 2.11745315e+03, 4.25148623e+03, 1.53912003e+03, 4.38806256e+02,\n",
+ " 3.76325966e+02, 3.29692706e+02, 3.15896217e+02, 2.88992776e+02,\n",
+ " 2.61128910e+02, 2.40498360e+02, 2.58823287e+02, 2.42415320e+02,\n",
+ " 2.32264385e+02, 2.21366227e+02, 2.08315562e+02, 2.00352184e+02,\n",
+ " 1.89725395e+02, 1.69886736e+02, 1.54726647e+02, 1.40065818e+02,\n",
+ " 1.28174126e+02, 1.23348525e+02, 1.09293934e+02, 9.63371446e+01,\n",
+ " 9.04585143e+01, 7.50763344e+01, 7.10522272e+01, 6.33900376e+01,\n",
+ " 5.10078081e+01, 4.98053918e+01, 3.95831124e+01, 8.04100755e+01,\n",
+ " nan, 1.09511041e+02, 1.28018218e+02, nan,\n",
+ " 2.60007791e+01, 2.43931286e+01, 1.64227506e+01, 1.54769816e+01,\n",
+ " 1.23509137e+01, 1.13472865e+01, 1.04981161e+01, 1.00904051e+01,\n",
+ " 8.73955380e+00, 8.12456155e+00, 7.47217756e+00, 6.98649357e+00,\n",
+ " 6.11947971e+00, 4.38685567e+00, 6.85809515e+00, 4.36922309e+00,\n",
+ " 3.91412852e+00, 3.41240080e+00, 3.08242762e+00, 3.07283959e+00,\n",
+ " 2.23049666e+00, 1.92439252e+00, 1.76475670e+00, 1.39954756e+00,\n",
+ " 1.08268971e+00, 1.17956209e+00, 7.62309336e-01, 7.25447767e-01,\n",
+ " 5.07741539e-01, 3.77124175e-01, 2.72344616e-01, 1.92892958e-01,\n",
+ " 1.17148638e-01, 5.21594670e-02, 2.85395048e-02, 4.42369001e-02,\n",
+ " 8.65943609e-02, 1.14078759e-01, 1.27634021e-01, 1.50315014e-01,\n",
+ " 1.55081989e-01, 1.64778953e-01, 1.09450513e+02, 1.07467987e+02,\n",
+ " 2.24262319e+04, 1.45777027e+04, 1.64241731e+04, 6.82453874e+03,\n",
+ " 2.04542992e+04, 2.47521950e+04, 1.55744622e+04, 1.84469055e+04,\n",
+ " 2.18186098e+04, 1.13335825e+04, 4.46326092e+04, 4.19408851e+04,\n",
+ " 1.81589344e+04, 1.40246705e+04, 1.70451449e+04, 1.71664745e+04,\n",
+ " 1.27068684e+04, 1.32070210e+04, 1.07287486e+04, 1.00360201e+04,\n",
+ " 8.22934410e+03, 7.80297740e+03, 5.77763709e+03, 1.78504407e+02,\n",
+ " 1.58491840e+02, 1.72398173e+02, 1.71981520e+02, 1.23179557e+02,\n",
+ " 9.59773063e+01, 1.02375365e+02, 8.10691910e+01, 9.74950927e+01,\n",
+ " 1.07869334e+02, 1.09152408e+02, 1.07315213e+02, 1.15663683e+02,\n",
+ " 1.16572092e+02, 1.24592190e+02, 1.19498046e+02, 1.24928882e+02,\n",
+ " 1.28928459e+02, 1.14666129e+02, 1.13891143e+02, 1.11219153e+02,\n",
+ " 1.06405039e+02, 1.05359821e+02, 9.78954846e+01, 9.65415077e+01,\n",
+ " 8.13281804e+01, 7.85179306e+01, 6.61304652e+01, 5.40663999e+01,\n",
+ " nan, 6.58478341e+02, 4.96346534e+01, nan,\n",
+ " 6.15902655e+01, 3.24494038e+01, 5.06859994e+01, 2.57545811e+01,\n",
+ " 2.79329283e+01, 2.53794366e+01, 2.32077242e+01, 2.08379371e+01,\n",
+ " 1.94922885e+01, 1.78765527e+01, 1.67100907e+01, 1.51664343e+01,\n",
+ " 1.41628148e+01, 1.38593400e+01, 1.04748758e+01, 1.14269721e+01,\n",
+ " 1.07151904e+01, 9.79495668e+00, 8.65564136e+00, 7.18840037e+00,\n",
+ " 7.83097744e+00, 7.15407146e+00, 6.61858151e+00, 5.94564208e+00,\n",
+ " 5.42883966e+00, 4.85967707e+00, 4.48659037e+00, 3.99750017e+00,\n",
+ " 3.66531146e+00, 3.31630020e+00, 2.97518059e+00, 2.66877189e+00,\n",
+ " 2.40185458e+00, 2.16414976e+00, 1.94515375e+00, 1.73618162e+00,\n",
+ " 1.53803825e+00, 1.38627526e+00, 1.22994849e+00, 1.06182753e+00,\n",
+ " 9.50819316e-01, 8.52010771e-01, 5.24792360e+01, 6.07899496e+01])"
+ ]
+ },
+ "execution_count": 189,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "#np.concatenate([HS_df_20mV_means[\"Z'\"].to_numpy(),\n",
+ "# HS_df_20mV_means[\"Z''\"].to_numpy()])\n",
+ "np.concatenate([HS_df_20mV_err[\"Z'\"].to_numpy(),\n",
+ " HS_df_20mV_err[\"Z''\"].to_numpy()])"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "f9c99e4d-3cde-44d0-90b0-c5925b4bbe84",
+ "metadata": {},
+ "source": [
+ "I did the above analysis with 20mV, but I tried it out with 10mV and 30 mV\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 Nyquist plot with experimental data and fitted curve"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "0e6ea5b5-ec7d-4770-8431-d6bbebb1d33f",
+ "metadata": {},
+ "source": [
+ "## Single column format"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 176,
+ "id": "ad61021e-ed49-4c28-a9bd-1e18a13e639d",
+ "metadata": {
+ "jupyter": {
+ "source_hidden": true
+ }
+ },
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "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=(3.52, 3.52), dpi=150)\n",
+ "\n",
+ "# ############### #\n",
+ "# Cast Stellite 1 #\n",
+ "# ############### #\n",
+ "\n",
+ "#ax.plot((CS_df_10mV_means)[\"Z'\"].to_numpy(), (-CS_df_10mV_means)[\"Z''\"].to_numpy(), 's-',\n",
+ "# linewidth=1, alpha=0.5, color='mediumblue', markersize=2,\n",
+ "# label=\"CS1 10 mV\")\n",
+ "ax.plot((CS_df_20mV_means)[\"Z'\"].to_numpy(), (-CS_df_20mV_means)[\"Z''\"].to_numpy(), 's-', \n",
+ " linewidth=1, alpha=0.5, color='firebrick', markersize=2,\n",
+ " label=\"CS1 20 mV\")\n",
+ "#ax.plot((CS_df_30mV_means)[\"Z'\"].to_numpy(), (-CS_df_30mV_means)[\"Z''\"].to_numpy(), 's-', \n",
+ "# linewidth=1, alpha=0.5, color='mediumseagreen', markersize=2,\n",
+ "# label=\"CS1 30 mV\")\n",
+ "\n",
+ "Z_fit = randles_circuit(np.logspace(-1,4,num=100,endpoint=True), *CS_popt)\n",
+ "ax.plot(Z_fit.real, -Z_fit.imag, 'k-', linewidth=1, label='CS1 Fitted')\n",
+ "\n",
+ "Z_fit = randles_circuit(np.logspace(-3,4,num=100,endpoint=True), *CS_popt)\n",
+ "ax.plot(Z_fit.real, -Z_fit.imag, 'k--', linewidth=1) #, label='Fitted Model extrapolated to lower frequencies')\n",
+ "\n",
+ "\n",
+ "\n",
+ "# #################### #\n",
+ "# As-hipped Stellite 1 #\n",
+ "# #################### #\n",
+ "\n",
+ "#ax.plot((HS_df_10mV_means)[\"Z'\"].to_numpy()/10, (-HS_df_10mV_means)[\"Z''\"].to_numpy()/10, 'o-',\n",
+ "# linewidth=1, alpha=0.5, color='mediumblue', markersize=2,\n",
+ "# label=\"HS1 10 mV\")\n",
+ "ax.plot((HS_df_20mV_means)[\"Z'\"].to_numpy()/10, (-HS_df_20mV_means)[\"Z''\"].to_numpy()/10, 'o-', \n",
+ " linewidth=1, alpha=0.5, color='firebrick', markersize=2,\n",
+ " label=\"HS1 20 mV\")\n",
+ "#ax.plot((HS_df_30mV_means)[\"Z'\"].to_numpy()/10, (-HS_df_30mV_means)[\"Z''\"].to_numpy()/10, 'o-', \n",
+ "# linewidth=1, alpha=0.5, color='mediumseagreen', markersize=2,\n",
+ "# label=\"HS1 30 mV\")\n",
+ "\n",
+ "Z_fit = randles_circuit(np.logspace(-1,4,num=100,endpoint=True), *HS_popt)\n",
+ "ax.plot(Z_fit.real/10, -Z_fit.imag/10, 'k-', linewidth=1, label='HS1 Fitted')\n",
+ "\n",
+ "Z_fit = randles_circuit(np.logspace(-3,4,num=100,endpoint=True), *HS_popt)\n",
+ "ax.plot(Z_fit.real/10, -Z_fit.imag/10, 'k--', linewidth=1) #, label='Fitted Model extrapolated to lower frequencies')\n",
+ "\n",
+ "\n",
+ "\n",
+ "# ######################### #\n",
+ "# Annotation and decoration #\n",
+ "# ######################### #\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 center', ncol=2)\n",
+ "\n",
+ "ax.grid(True)\n",
+ "ax.set_xlim(left=0, right=90000)\n",
+ "ax.set_ylim(bottom=0, top=60000)\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, (0.325, 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": "markdown",
+ "id": "d789a8f2-4281-4824-a7f7-912c2e736a0b",
+ "metadata": {},
+ "source": [
+ "## Double column format"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 177,
+ "id": "c3416558-0b6c-4489-bc35-48600a38aefd",
+ "metadata": {
+ "jupyter": {
+ "source_hidden": true
+ }
+ },
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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aevXqhb29fSFGKAqSJGhCCCGEEAVEURS0yckZvorTgbt79+7lwoULVK5cmc8++yzLura2tjRo0ACAiIgIUlNTgbSkojhq3LgxAPfv3zco37VrFwB9+/ZNt4zRycmJdu3aERERwfHjx7PVz5w5c1CpVGzYsIG///6bnj17Ymdnh729PUOHDtXPOsbFxfHJJ59QrVo11Go1DRo0wNvbO939dEsWf/3110z73LRpEwAjRozIVoyiZJAETQghhBCigCgpKdxYvTrDl1IEMzOZ+fPPPwEYMmQIJibZfwKmXLly+tmvNWvWFEhseXXr1i0AKlSoYFB+7tw5AJo1a5ZhO125rl52nTx5Ek9PT0JDQ+nSpQsODg5s3bqVzp07ExUVRceOHVm/fj0NGzbUPys3dOhQ9u7da3Cffv36YWtry5kzZ7h+/Xq6fq5du8bff/+NnZ0dffr0yVGMoniTBE0IIYQQ4jlZzXppk5PRpqSkvbKq8/xMmUbDkxMnDF6KRpPt9tnqI4+zcWfOnAEyT1YyY2Zmpp/pmTJlCi1btmT27Nn4+voSFRWVp5jyQ3BwsH6mrF+/fgbXdLtRVq5cOcO2uvKMdq3Mypo1a/jyyy+5ePEi3t7eXL58mS5dunD9+nXatGmDlZUVN27cYOfOnRw+fJgffvgBRVFYuHChwX3UarU+Zt1M2fN0ZUOGDCmSjUxEwZFNQoQQQgghnqOb9cpMUlISQLZ+KVY0Gp6ePk38vXtYVKwIQMKDB3D6NAAqY+N8iBhc33kH1b+ev8qJp0+fArlbprhs2TISExPZtGkTgYGBBAYGAmBsbEy7du2YNm0a3bp1y3VsuZWamsro0aNJSkpi2LBhNG/e3OB6bGwsAJaWlhm21z2Dp6uXXV5eXgY7RpqamjJx4kQOHDjAtWvX2LFjB2XLltVfHz16NFOnTuXEiROkpKRgamqqv/bqq6/y888/s3nzZubNm2fQz5YtWwDZvbE0khk0IYQQQoiXXF5m4CwtLdm4cSNXrlxhwYIF9OjRAwcHBzQaDX5+fnTv3p0lS5bkY7TZM2HCBI4dO0aNGjX49ttv013XvWeVSpVh+9yOSdeuXdOV1ahRA4Bq1apRq1Ytg2vGxsZUq1aNlJQUnjx5YnDN09OTqlWrcuvWLU6cOKEvDwgI4NatW7i4uNC2bdtcxSmKL5lBE0IIIYR4jsrUFNcstnyPjokBwKZMmRfeS5ucnPaH537Zt6xUCYeWLan11lsY5WHW63mq52ZdcqNcuXJcu3aNx48f5/oebm5u+g1GtFotJ06cYNq0afj7+zNlyhS6detG1apV8xRnds2bN481a9bg5OTE3r17M9zhsMw////i4uIyvEd8fDwA1tbWOeq7UqVK6cp0s3EZXXv+um52VkelUjFkyBAWL17M5s2b8fDwAP539tmIESMyTTBFySUzaEIIIYQQz1GpVBiZmWX+MjVNe2VV57mXytiYch4eBi+VsXG222erjzz+kt6kSRMAgoKC8mEE07bk9/T0xNfXlypVqpCamsrBgwfz5d4vsmrVKmbPno2trS2+vr7pZqx0dMni82e6PU9XntOkMqv/F7n5/6Q7qPrXX38lNTWVlJQUfvvtN0B2byytZAZNCCGEEKKAZDUbl9dZr/zUu3dvVq1axdatW1m0aFGOdnLMiqWlJe7u7oSGhuqfcytImzdvZsKECVhaWvLnn3/qE8+MNG7cmB07dmSalOrKGzVqVBChZlvt2rVp0aIFgYGB7N27F0VRePLkCS1atKBOnTpFGpsoGDKDJkQurV27lsjISP3XWq2WGTNmFF1AQgghip2sZuOK09K0Hj16UL9+fcLCwvj888+zrBsdHc2lS5eyfe/g4GAAKv6zSUpB2b17N6NHj8bU1BQfHx88PT2zrN+7d28Adu7cmW5pYXh4OP7+/tja2haLZ7x0G4Fs2rRJzj57CUiCJkQuaDQa3nnnHTQajb7s+PHjfP/990UYlRBCCJE7KpWKTZs2oVarmTNnDtOmTUv3bJaiKPzxxx+0aNGC0//sQhkZGUmrVq3w8fEh5V/nuqWkpLBgwQLOnj2LhYUFXbp0KbD4jx8/zuDBg4G0pYDZ2TXS3d0dT09PHj16xJQpU/TlqampvPvuu6SkpDBhwgSDXRWLymuvvYaJiQl//PEHf/zxByYmJvqlj6L0kSWOQjxn165dmX4qaGJiwscffwzA48ePqVChAg4ODvrrAwYMYN26dYUSpxBCCJHfmjRpwoEDBxg0aBBffvklK1aswMPDAycnJ6KioggMDCQ8PBy1Wk2VKlX07U6dOsXAgQOxsbGhefPmVKhQgcjISM6ePcuDBw8wNjZm9erVODk5GfT37rvv6pcR6jYn8fHx4ezZs/o6f/31V7Zi79OnDwkJCVSvXp3t27ezffv2dHXatm3LuHHjDMrWr1+Ph4cHy5cv59ChQ9SrV4/Tp09z69YtWrVqpd/0pKiVL1+e7t276w8U79mzZ7rxFKWHJGhCPKd///4sWrSIDz/8EON/zqY5f/48TZo0wd/fX19vwIAB/Prrr/qvU1NTiY+Pp3///oUesxBCCJFfPD09uXnzJt999x07d+7k/PnzREREYG1tjZubG+PHj2fcuHH6Q5xtbW0JCAjA19cXPz8/bt26xfHjxzE2NqZq1ar07t2bCRMm0KhRI6Kjow36unz5MidPnjQoe/ToEY8ePcpx3LpHDm7fvs3t27czrffvBM3V1ZUzZ84wa9YsfH198fHxoUqVKsyYMYPp06ejVqtzHEtBGTlypD5Bk+WNpZtKyevR86JEql+/PnFxcdy5c6fA+oiLi9NvTRsbG6vfQra48vPzIzw8nGHDhunLAgICaNu2LadPnzY44NLOzs7g+bOxY8cyZMgQevbsWZghCyFEqVWQP0O0Wi3Xrl0D0raGNzLK2RMfukTDxsYm32J6Gci45ZyMWZqcfs9Wq1YNKyurHD0rWZzIDJoQ/5g6darBUoo7d+7Qtm1blixZYpCc7d69m927dxu09ff3l+WNQgghhBAizyRBE+IfzydnoaGh1K5dm71799K1a1eDer169UrX9saNGwUenxBCCCGEKP1kF0ch/iU8PBwXFxfmzZuXLjnLD0lJSXz99df5fl/xYuXLl09Xlp3nC/793MTzu3cKIYQQQuQnmUETpc7ixYtJTEzMsk6LFi3o3r17uvKoqCiqV6/Op59+ytSpU4G0bYXv3bunfyA6rz788EPWr1/PJ598ki/3K82WL1+Or68vvr6+vPHGG5iZmZGYmMjFixcZOnQoU6dOzdE5Qv8+5yYrx48fZ9iwYbz22mu8/vrrPHz4kBUrVvDNN9/g6uqKVqsF4M033+SXX35BURSGDx8OQHx8PKdPn2bixIm8//77QNpGMv379+fIkSOkpKQYbAGdlJTEpUuXuH//PvJYsBBCCPFyk01CXlKleZOQ5zfvyIy5uTkWFhYGZbGxsZQrV45Vq1bx5ptv6svv3btHUlISNWrUyHNsf/zxB8OHD6dq1apYWVlx6tSpPN+ztPvjjz945ZVX0s1aubi4kJyczIMHD7J9Lxsbm3SzYWq1Ol1CP2TIEI4fP05oaKh+N0+dCRMmsGrVKn2CBtC0aVNMTEz05wI9H2P16tXx8/PTl40ZM4YjR45w69Ytg7qKolC+fHmePHmS7fcjRGkmm4SUPjJuOSdjluZl2yREljiKUsfOzu6Fr38nZ0lJSdjb29O2bVuD5AzSthzOj+TM39+fV199lfDwcDp27IiFhQXt27c3+EVfpLdu3TpGjRqVrtzExISIiIh87+/GjRt4e3tz/vz5dMkZwMqVK7N9r4kTJ3LkyBFSU1OzrKfRaFCpVCxcuDDH8QohhBCidJEljuKlpygKVatWZcqUKcyfPx9I+8Tq9OnTvPPOO3la2qgoCnPnzuWbb77h1VdfJTY2Vj9bc+TIEfbu3YudnR19+/Zl3rx51KxZM1/eU2nyxx9/pPsE7NmzZ9y9e5dt27ble3+6pa3lypXLtE6nTp2yda8zZ85gb2+fYaKno9VqWbt2LW+//TZvvPEGycnJmJmZ5Sxo8dJ444030pVZWVkxYMCADJdtCyGEKHkkQRMvvatXrzJ37lwA1qxZY3Bt0qRJGf5ClBODBw9m9uzZGT4r1b17d6Kjo0lJSeH+/ft56qe0UhSFKlWqAHD//n0WLVrEzp07iY2NLZADRI8cOUL9+vWzrHPgwIEX3mfbtm1s2bKFR48epft/HxUVxddff01sbCzffvstCxYsALK3YYl4uW3cuBEbGxt++eUX/Y6yiqLw1ltv0bdvX5KTk4s4QiGEEHklCZp46dWtW5e6desWyL1VKhUNGjR4YT1TU1NcXFwKJIaS7Mcff8TBwUH/HEpUVBRbtmzhs88+K7BkxsTE5IVLEjNy4cIFvvzySyDt/3vXrl0zXb5qa2ur3ySmatWquepPvJxiYmKIiYkxOO5DpVIxa9Ys1q5dy7Fjx2jbtm0RRiiEECKv5Bk0IUSx9cEHH9C4cWP913Xr1iUoKIhJkyYV2LN7vXv35vr161nWee+999KVmZmZMXXqVKZOncqUKVNo1qxZtvp78803sbS01H9dUB8WiNLhxo0bGT4c/8MPP6BSqWjZsmURRCWEECI/SYImhCi24uPjee211wzKlixZgqmpabpfUr/55huuXr1KamoqU6ZM4fbt27nqc9asWUDaeXiZ+f7773N178yMHDlS/2cvL698vbcoXb7++mv69etnUBYREcEXX3zB48ePMTc3L6LIhBBC5BdJ0IQQxdLt27dRFCXdM4ArV66kbNmyQNrZYtevX2ffvn2MHz+eli1bcvLkSb766ismT57MwYMHc9yvi4sLixYtom7dusTFxaW7vmbNGoKDg9OV58eJJQMHDmT06NF5vo8ovX755RcsLCyYNm0aEydOxMHBgalTp5KSkoKDg0NRhyeEECIfyDNoQohip1WrVly8eBGARo0a4e/vT/ny5QH4+eefGTt2LMnJybi6unL37l1q1KhBbGwsZmZmeHp6AvDo0SP8/Pzo3LlzjvufPHkyY8aMwcXFhTZt2jB79mzCw8P58MMP8fPzw9nZWV+3QYMGXLlyBUVRqF+/PkFBQRnOYqSkpNCsWTN93UaNGuk3D4mMjOTRo0ckJSXx+++/5zhe8XJZsWKFfpfRFStWYGRkxKhRo2jTpk0RRyaEECI/yAyaEKLYOXnyJHFxcSiKwtWrV/XJGcCrr75KfHw8ycnJ3L17F0jb2OPWrVtMmjRJX+/EiRNMmTIl1zE4ODjw5MkT/vjjD9zc3OjVqxfXr183SM4ALl68iEajQavVcunSpUyXmJmamnLhwgVSU1PRaDScP3+ec+fOce7cOe7evUtCQoKciSeytGHDBiwtLdMdAaEoSroD2AESEhKAtA8H/n0YuxBZiYuLY+nSpXTs2BEnJyfMzMwoW7YsHh4ezJo1i5CQkHRtIiMjmTlzJk2aNMHKygoLCwuqVq2Kl5cXn332GWfPns12/x06dEClUmX5AvDz80OlUpWIlQcqlYpq1aplu/7o0aNRqVTY2trywQcfZFovOTmZsmXL6sfFz88v78FmI6689nPnzh1UKhUdOnTIl7hKG5lBE0KUSLqdHXU2bNjAxYsXef3115k8eTLnzp1LVye/+hKiKEydOpWKFSsalMXHxwP/O7cvNjYWa2tr+vTpg5OTE0lJSbz99tvExsbi4+OT789PitLnr7/+YuDAgTx48ABLS0tat26Nk5MTUVFRnD59mr/++otFixaxa9cuunTpAsDdu3fx8vIiJCSEMmXK0KZNGxwdHXny5AmBgYH4+/vz9OlTFi1alKNYunfvToUKFXL8HubMmcPcuXNZv359hsnbhg0bGDNmDLNnz2bOnDk5vn9h2759O999912GZ2Tu2rWLyMjIwg9KFChJ0IQQpcJ3331HdHQ05ubmBXKAtRBF7dmzZ0ycONGgTKPRAP/7EOHdd99l48aNfPHFF8yYMYMvv/xSvzPo4MGDJUETWTp//jydOnUiISGBKVOmMHPmTKysrPTXtVot27dv59NPPyUsLExf/v777xMSEkKfPn3YtGkTtra2+mupqans378/y42XMjN16tQsZ1jc3d25cuWKQX+lTaNGjTh//jy7d+9mwIAB6a5v2rQJY2NjGjRowLlz5wo/QFEgZImjEKLE++OPP1Cr1Zw/fz7Lem+99Va6sn/vEilEcXP58mW2bNmCt7c31atXx9fXV3+tTJkyeHt7M3fuXMaMGcPGjRsBaNiwIWfPntUnZ7du3ZKZYJElRVEYMWIECQkJzJkzhy+//NIgOQMwMjJi4MCB/P3337Ro0QJIW0qr+zu5bNmydMmSiYkJPXv2LJBliJaWltSpUyfdzHJpMmTIEIyMjNi8eXO6a5GRkezevZvOnTvnaqZRFF+SoAkhSryePXvy7NmzF5499t///jdd2fr16wsqLCHyRb169Xj99dfp168fr732Gj169DC4PmjQIP7v//7P4O9yUlISoaGh+q9btmyZ4e6jQujs3buXCxcuULlyZT777LMs69ra2tKgQQMg7ZiH1NRUAIPnhQtDRs+gVatWjblz5wIwZswYg+fW/Pz86NChA2PGjAFg7ty5Btc3bNhgcP8LFy4wfPhwKlWqhLm5Oc7OzowZM4Y7d+5kGE9cXBxTpkyhatWqqNVq6tSpw5IlS/K0y6+zszOenp7s2rWLqKgog2u//fYbSUlJjBgxIst7hIaG8vbbb+Pi4oK5uTmOjo4MHDiQ06dPZ9pm27ZtuLu7Y2FhgZOTE2+88Qb379/Psp/Hjx8zefJk3NzcUKvVlC1blp49e3L06NHsv2EByBJHIUQpYGpqWtQhCFGsREZG8t577zFmzBgSExN59OgRxsbGRR2WKMb+/PNPIG3GxsQk+78elitXDrVaTWJiImvWrOHTTz8tqBCzZfDgwRw4cIBz587h6elJrVq19NcqVKhAjx49SE1N5fjx4zRu3JgmTZrorz9fd9u2bbz++uskJyfTvHlz2rRpQ3BwMBs2bGDnzp0cOXKE+vXr6+snJSXRrVs3AgICKFeuHH379iUmJoapU6fm+cORoUOH4u/vz7Zt2xg7dqy+fPPmzVhaWvLKK69kOMMGaUlmp06dePLkCXXq1GHgwIGEhITg4+PDzp072bJlC0OGDDFo88033zBhwgSMjY1p37495cqV48CBA7Ru3ZrGjRtn2M/Vq1fp0qUL9+7do2bNmvTq1YunT59y6NAh9u3bx88//8zrr7+ep3F4mUiCJoQQQpQyq1evZujQobRr166oQymRFEXRb8CSEd0ZicUp6bW0tNTvbpgbZ86cAXjhSoR/MzMzY+TIkfzwww9MmTKFrVu30qtXLzw8PPDw8Cj058P++9//MmfOHM6dO8e4cePSLa2cOnUqFSpU4Pjx4wwYMCDDTUJu377NG2+8gYWFBfv378fLy0t/bePGjYwaNYoxY8Zw6tQpffmSJUsICAjA3d2dffv26d93UFAQHTt2zNN76t+/P5988gmbNm3SJ2ghISH4+/vz6quvZrp8WVEUhg8fzpMnT5g2bRqff/65/u+It7c3w4YN480338TLywsnJycgbXfFyZMnY25ujq+vr/4ZwPj4eAYMGMCuXbvS9aPRaBgyZAj37t1j+fLlTJgwQd/PmTNn6Nq1K2+99RZdunTB0dExT2PxspAljkIIIUQpEhQURL169bh582ZRh1JixcfHY21tnenL2dkZZ2fnLOsU9iurhDI7nj59CuRumeKyZcsYOXIkKpWKwMBA5s2bR8+ePXFwcKBjx47s27cvVzF17Ngxwy32t2/fnqv7Zdfy5cuJj49n0aJFBskZwBtvvMGAAQM4ffo0QUFB+vLVq1cDsHTpUoOktFmzZrz33nt5isfW1pY+ffpw5MgR7t27B6TNnumeG8yMn58fFy5coHr16syfP98ggR88eDADBgwgJibGYHn0unXrSEpK4o033jDYoMXS0pKVK1dm+CHAzp07uXjxIq+99hoTJ040qNO0aVNmzpxJXFwcmzZtysswvFQkQRNCiBeIjo7mnXfeydNzBEIUlmbNmjF06FD9czZCZEde/n2ztLRk48aNXLlyhQULFtCjRw8cHBzQaDT4+fnRvXt3lixZkuP7du/enVGjRqV7Va1aNdexZsf+/fuBtJmrjLRt2xZA/wxXSEgIoaGhVKpUKcMD4/NjM6oRI0ag1WrZsmULkJagOTo60q1bt0zb+Pv7AzBs2LAMZ3tHjhxpUA/g2LFjQNqyyn9zc3OjadOm6cp145XRLpOQfrzEi8kSRyGEeIHly5ezZs0aFi9ejKWlZVGHI4QoYJaWlsTGxmZ6XXcwuI2NTWGF9EJ5/bepXLlyXLt2jcePH+f6Hm5ubvoNRrRaLSdOnGDatGn4+/szZcoUunXrlqPk6kXb7BcU3SYgL9oZ8cmTJwD6zTMye2/5kVD26tULBwcHNm/eTJcuXbh06RITJkzI8nlBXVyZHZCtK39+84/svJfnZw7hf+M1bNgwhg0blmk8uvESLyYJmhBCvMDvv/8O5P0XICHyysTEBI1Gg1ar1S8jql69Onfu3DEoq1mzJrdu3TIoE9mnUqnSbTH/PN35c1nVKWmaNGnC8ePHCQoKeuGugNlhZGSEp6cnvr6+1KlTh9DQUA4ePFgiZnY1Gg0qlYo33ngjy3q6TUJ0s4+Zfa/lx/egqakpQ4YMYc2aNUyfPh0g2/+fXtT/89df9F4yovt+6NmzZ5bPmNWpUyfb93zZSYImhBBZ0Gg0nD17lkGDBhV1KOIlV6dOHf0vQs2bNycoKIg7d+7oP73WlYWEhHDr1i0gbbmjbvMHIbLSu3dvVq1axdatW1m0aFGOdnLMiqWlJe7u7oSGhuqfcyvuKleuTHBwMCtWrMjWLKmzszMAd+/ezfB6ZuU5NWLECNasWYOvry+urq64u7tnK67bt29nGdfz58g5Oztz/fp17t69i6ura7o2ISEh6coqV64MwPjx4+nXr1/23ozIkiRoQgiRhZo1awJkuoWxENm1d+/eXLc9dOgQ165do1OnTjx9+pSzZ88SExND06ZNUalU1KhRQ1+m24XP1dWVc+fOER0dzcmTJ9Fqtbnu38TEhM6dO+e6vSj+evToQf369bl06RKff/45s2fPzrRudHQ0oaGhBtvMZ0W3zXxhHShtZmYGoD+fLafXu3TpQnBwMNu3b3/hLBqAi4sLlStXJiwsjBMnTuDh4WFw/ZdffslJ+Jny9PSkSZMmhIaG8uabb76wvm4X119//ZUFCxakew5Nt2nH87u9tm3bFj8/P7Zu3UqXLl0M6l+/fp2zZ8+m66dLly78+OOPbN++XRK0fCIJmhBCZGLlypXcvXuX3r17Y25uXtThiBJMURSGDh3K8OHDc32Pnj17snv3bo4ePUr79u15/fXXiYqKonr16mzYsIF27doxbNgwnj17houLC+vXr6dt27YMGTKE/fv3U7VqVXr16pWrvjdt2sT9+/cz3c5blHwqlYpNmzbh4eHBnDlzSExMZMaMGQbLOBVFYefOnUyePJnp06dTv359IiMj6d69O1OnTqVPnz4G51KmpKTw1VdfcfbsWSwsLNL9wl9QdDNH165dy9X1jz/+mI0bN/LRRx9RtmxZ+vbta3D92bNn/PLLL4wZMwYLCwsA3n77bWbOnMnHH3+Mr6+vfubt7NmzrFq1Kl/eF5CjGfEOHTrQsGFDLly4wKxZs1iwYIF+6eL27dv5/fffsba2NjiKYMyYMSxatIiNGzcyYsQIffKWkJDABx98kOEHPYMHD2bu3Lls2LABNzc3Jk2aZPD3IDk5mV27duHq6krDhg1z+c5fLpKgCSFEBt566y1++OEHLCws8PHxKepwRClQrlw5vv322zzfx8vLC2tra/15RKdOncLBwYEyZcqwZ88eAAIDAylXrhzW1tb6Lc51Zbmxe/fuPMctir8mTZpw4MABBg0axJdffsmKFSvw8PDAycmJqKgoAgMDCQ8PR61WU6VKFX27U6dOMXDgQGxsbGjevDkVKlQgMjKSs2fP8uDBA4yNjVm9erX+rK2C1q1bN9RqNUuXLuXixYs4OzujUqn45JNPcHNzo3Xr1jg6OuLt7U2HDh2oUaMGRkZGjB07ljZt2uDq6sqmTZsYMWIE/fr1w83Njbp166IoCnfv3uXy5cskJyfz+uuv6xO0Tz75hF27dnHixAlq1qxJx44diYmJ4dChQ7z55pv6bfgLk0qlYvPmzXTs2JGFCxfi4+NDkyZNCAkJ4fjx45iYmLBu3TqDzVBq1KjBV199xUcffUTHjh3p0KED5cqVw9/fHyMjI/r06ZPuLDQTExN8fHz0ifry5ctp1KgRNjY2hIaGcvXqVSIjI/Hx8ZEELZskQRNCvHRCQkLYt28ft2/f5ubNm4SEhBAcHJxu9zJTU1O6du3KJ598Qq1atWjevHm6pStCFIWbN29SsWJFKleujIODg76sQoUKODs76xOx4ODgdGVCZMXT05ObN2/y3XffsXPnTs6fP09ERATW1ta4ubkxfvx4xo0bp3/uyNbWloCAAHx9ffHz8+PWrVscP34cY2NjqlatSu/evZkwYQKNGjXS735Z0JydndmxYwfz5s3j2LFj+h05R4wYgZubG2q1mj///JPp06dz6tQpjh49iqIotG3bVr9N/sCBAzl37hyLFy9m//797NmzB7VajbOzM8OHD2fQoEEG552Zm5tz4MAB5s6dy//93/+xY8cOqlWrxoIFC/j444+LJEEDaNiwIUFBQSxYsABfX1+8vb2xtbVlwIABTJs2LcPn2D788EMqVarEV199xbFjxyhTpgzdunVj0aJF+l06/61OnTqcPXuWFStW4OPjw7Fjx1AUhYoVK+Ll5cUrr7xSaDOopYFKkYN9Xkr169cnLi5O/3B5QYiLi9Mvh4mNjS1Vu13lRXx8PJ9++inffPNNUYdSqqWmpnL8+HFOnDjBiRMnOHr0KJGRkVm2MTMzw9ramsjIyBc+r2Nqakrr1q3x8PCgTZs2tG3bVv+LshD/pigKtWrV0j+LU9JUq1aNixcvFuoSx4L8GaLVavXL29zc3DAyytmxsMVxm/2SQMYt52TM0uT0e7ZatWpYWVlx6dKlwggv38kMmhCi1IiKimL69Ols3ryZ6Ohog4NXVSoVnTp1YujQobzyyitYWlpibGyMkZERxsbGGBsbG2wr/ODBA2rWrEliYiKTJk1izpw5pKSkcPz4cX799Ve2bduGv7+//oBPlUql363sv//9r36jBiGEEEKInMjZR0ZCCFHMPHv2jP79+6NSqbCzs+Pbb78lPj6e8uXLs3TpUrRaLYqioNVqOXjwIG+//TaOjo5YW1tjYWGBubk5JiYm6c58qVixIvHx8VhYWLB48WJSU1MpW7Ysffr04eeffyY+Ph5FUVAUhX379lG3bl0A/Pz8aN68OSqVilq1anHx4kVkoYIQQgghsksSNCFEiZOamsqMGTP0z9/88ccfVKhQga+//ppz586RnJxMeHg4H374YZ4PCI2JicHU1NTgIep/69q1K5cuXSI2Npa7d+/yyy+/0LlzZ4KDg2nYsCEWFhYMGTKEBw8e5CkWIYQQQpR+pSJB69ChAyqVKtOXr69vhu02btyIu7s71tbW2Nvb06tXLwICArLsKyAggF69emFvb4+1tTXu7u789NNPWbYJCwtj7NixODs7o1arqV27NrNmzSIxMTHTNomJicyePZvatWvrH0odO3YsYWFhLx4QIUqp6OhoatSogZmZGZ9//jn37t3jvffeQ1EUHjx4wOTJk2nUqFG+9mlkZMTSpUtJSkpi5cqVL6xfpUoVhg0bxoEDB1AUhcOHD5Oamoq3tzeVKlXCyMiIAwcO5GuMQgghhCg9SkWCpjNo0CBGjRqV7lWpUqV0dSdNmsSoUaO4ePEiXbp0wd3dnf379+Pl5ZXplto+Pj54eXnh6+tLo0aN6NGjBzdu3GD06NFMmjQpwzbBwcE0a9aM9evX4+DgQP/+/dFoNMyfP59OnTqRlJSUrk1iYiKdO3dm3rx5xMbG0r9/f6pUqcL69etp1qxZiX3IXIjcunXrFt26dcPW1pbbt2/j6uqKt7c3iqIUymYr77zzDkZGRnz55Zc5btuhQwdSU1MJCwujU6dOQNqMm42NDYcOHcrvUIUQQghR0imlQPv27RVAuX37drbqHzx4UAEUBwcH5fr16/rygIAAxczMTLG1tVWePXtm0ObZs2eKra2tAijbtm3Tlz98+FCpVauWAiiHDh1K15eXl5cCKBMnTtSXpaSkKK+88ooCKLNmzUrXZubMmQqgeHh4KDExMfryxYsXK4Di5eWVrfeZlXr16ikuLi55vk9WYmNjFUABlNjY2ALtqySJi4tT3nvvvaIOo0RISUlRGjdurKhUKgVQ3nzzTSUqKqpIYnF3d1fs7OzyfJ+UlBRlx44dipGRkQIo5cqVU06dOpUPEYriTKvVKjVq1CjqMHLNxcXF4OdRYSjInyEajUa5fPmycvnyZUWj0eS4fVRUVJH9W1SSybjlnIxZmpx+z7q4uCj16tUrhMgKRqmaQcuuxYsXAzBjxgxcXV315R4eHowfP56oqCjWrVtn0Gbt2rVERUXRv39/Bg4cqC93cnJi0aJFACxZssSgzenTpzl69CiOjo76OpB2oN/q1asxNTVl5cqVpKSk6K+lpKTol1GtWrXKYEvjSZMm0ahRI44ePcrff/+d12EQotjSarW89dZbmJqacv78eSpWrEhiYiJr164tsq2GT548SURERJ7vY2JiQr9+/dBoNLz55ps8e/YMd3d3XFxciI+Pz4dIhRBCCFGSvXQJWmJiIgcPHgRg8ODB6a7rynbu3GlQrjs1PaM2vXv3Rq1Wc+DAAYPnynRt+vbti7m5uUEbJycn2rVrR0REBMePH9eXHzt2jMjISGrWrEnTpk2zHZ8QpcWGDRswNzfnhx9+oEWLFvz111/cu3cv3fdQabB27VqePn3K2LFjCQkJwcrKiv/85z+y66MQQgjxEitVCdqPP/7Iu+++y/vvv8+KFSsICQlJV+fq1askJSVRvnx5KleunO667uyi8+fPG5Trvs7obCMzMzMaNGhAYmKi/hA9gHPnzmXa5vlyXb3cthGitGjevDljx45Fq9Vy8+ZNTp8+jbu7e1GHBUBISAhTpkzJ9/va2dnx448/kpycjI2NDWvXrkWtVhvMrAshhBDi5VGqErQFCxawevVqVq1axQcffECtWrWYP3++QR1d0pZRcgZgZWWFnZ0dERERxMTEAGk7x0VGRmbZTlf+fFL4or7yq40QJd358+cxMjIiKCiIli1botFoqFmzZlGHZaBp06asWbMGjUZTIPc3NTUlKiqKefPmodFoMDMzY/ny5QXSlxBCCCGKL5OiDiA/eHl5MW7cONq0aUPFihUJDQ3F29ubBQsWMGvWLGxsbPjggw8AiI2NBcDS0jLT+1lZWREZGUlsbCxlypTRt8mqnZWVlcH9s9NXfrXJSv369TMsDw4OxtHRsUB3kUtISCiwe4vSo3v37uzbtw+AI0eO4OXlVcQRpde1a1d27drF1q1badKkCRcuXCiwvmbOnMlbb71F3bp1+fDDD1myZAlXr17FwsKiwPp8mZ05c4b69etjZmZW1KGILPj5+eX794CVlRVWVlZER0djZJSzz6u1Wi2Q9gGuyD4Zt5yTMUuj1WrRaDTExcXh5+eXrfolWamYQZs3bx4jRoygRo0aWFhYULt2baZPn8727dsBmD17tj5Z0D3bkdXhtf9+/iM7z4NkVOdFfeVXGyFKqnLlyrF//35q1qyJoiiFkpxldLQFgEajSbcJyKuvvoqJiQnff/89bm5uODo6cvr0aaysrOjRo0eBxejk5MSzZ8+YPn06oaGhWFtbEx4eXmD9vax2795Ns2bNKFOmjL7s/v37qFQqg4TtwYMHqFQqTE1NiyJMIYQQL5lSMYOWmW7dutGiRQsCAwP566+/6Nixo/4HcVxcXKbtdDup6XZQfP6Hd3x8fIa7yP27zfPtMusrv9pk5dKlSxmW169fn7i4OP25TAUhqzEWL7eoqCjq1q3L06dPGTNmTLpdUwvK4MGDWb58eYZnI/br14+9e/eSmpqqL/vll1/0f3727BkAarW60P5uf/755zRr1owhQ4ZQsWJF9u3bR5cuXQql75LqyZMnqFQqHBwcsqwXGhqq3+ApMTGR33//nYEDBzJ58mQgbUfdX3/9lWHDhunLUlNT2bJlC6+//nqBv4+S7vz58/l6aHyHDh30K0jyg1ar1T8zbmNjk+MZNN1sRlHtKltSybjlnIxZGq1Wi7GxMTY2NrRs2fKF37M5/Z4ubkp1ggbg6upKYGAgDx48AKBq1aoAhIWFZVg/Li6OyMhI7Ozs9MmSjY0Ntra2REVFERYWRr169dK1091Pd3/dn8+cOZNpX5m1ySq+jNoIUZL8/fffuLu7o9VqOXv2LI0bNy6UfhMSEujZs6dBcpaYmIharQbgzz//LJYzJIMGDSI2NhYHBwe6du3Kf/7zH77//vuiDqtYUhQFR0dHLC0tadOmTZYrJU6fPo2RkRFPnjzB2tqasWPHMnDgQP7v//6PLl26cODAAd566y2GDRvGli1b6Ny5MwcPHmT8+PG8/vrrdOnSBWNj4xfGVKlSJe7du5efb7PIDBgwIFvv+caNG3h5efHo0SN2795dCJEJIUTpUuoTNN2SJd2Mk5ubG+bm5jx+/JiwsLB0m3EEBQUBpPvkr3Hjxhw9epSgoKB0CVpKSgoXL17E3NwcNzc3gzY7duzQ3/PfMupL98tqTtoIUVJcvnyZFi1aYGRkxM6dOwstOQPw9vZm9OjR+q8vXbrE2rVrWbp0qb6sXbt2hRZPTlhaWvLs2TOcnJz44YcfcHZ2Zs6cOUUdVrGjUqmwsrLC0tKSL7/8MssEDdI+mbaysuKLL75g2rRpdO3aFYCNGzeyefNmPvnkE/2M5YYNG/jtt9/4+OOP6dKlCwcPHuTPP/+kYsWKWfZhZGSEVqtFURSGDBmSP2+0iMyZMydbs1je3t58/fXXfPLJJ4UQlchPuu+ZrB6nmDNnDnPnzmX27Nnp/h2KjIxk8eLF7Ny5kxs3bqDVailfvjzVqlWjXbt29OzZ0+D3F41Gw7Zt2zh16hQnT54kKCiI+Ph43n77bdasWZPj+K9evcqOHTvYt28fN27cIDw8nLJly9KmTRs++uijLP+NDwsLY9asWfj6+vLs2TOqVq3Kq6++yvTp0/Uf5BU2d3d3Tp8+zXfffcdbb72VZd2NGzcyatQo2rRpY3B8kyihiuR47ELy6NEjxcrKSgGU0NBQfXnPnj0VQFm6dGm6NhMnTlQAZdGiRQblX331lQIo/fv3T9fm999/VwClV69eBuUnT55UAMXR0VFJTEw0uPbw4UPF1NRUsbW1VZKTk/XlSUlJiq2trQIoQUFB6fpq1KiRAiinTp3KzhBkql69eoqLi0ue7vEisbGxCqAASmxsbIH2VZLExcUp7733XlGHUeiWLl2qAIqDg4MSERFR6P1/9NFHikaj0X89depU5eLFi/qvv/vuOyU6OjrT9k+fPlW++OKLAo0xOwYNGqQASps2bYo6lFIjNTVVMTIyUgDF1dVVX2ZsbKwASs2aNRVFURSNRqMvq1atWo760Gq1So0aNfI99sLi4uKixMTEFGqfBfkzRKPRKJcvX1YuX75s8O9CdkVFRSlRUVH5GlNxoBvvrMyePVsBlNmzZxuU37lzR6lataoCKGXKlFG6dOmivP7660q3bt0Ue3t7BVDGjBljMG4RERH6Pp9/vf3227mKv1KlSgqg2NjYKF27dlWGDh2qNGjQQAEUlUqV4e99iqIoN2/eVMqXL68ASoMGDZShQ4cqNWrUUADFw8Mj3e9whWXFihUKoHTu3PmFdbt166YAyurVqwshssKX0+9ZFxcXpV69eoUQWcEo8QnaiRMnlEOHDilardag/Pbt24qnp6cCKP369TO4tn//fv0vitevX9eXBwQEKObm5oqNjY3y9OlTgzZPnz5VbGxsFEDZtm2bvjw8PFypVauWAigHDhxIF58uhg8++EBflpKSogwcOFABlBkzZqRr89lnn+l/AXv+h9LixYsVQGnbtm32BicLkqAVnZcxQQsMDFQAxcTERElKSiqSGGbNmqUcPXpUURRFOXjwoKJSqZR58+YpipL2fdywYcMs2xeXBE1R0n7wAMqkSZOKOpRSY/jw4YpKpVL279+vLxs7dqyiUqmU3bt368vGjx+vqFQqZefOnTm6vyRoOScJWuHLS4LWp08fBVD69OmjREZGGlxLSUlRdu/erXz77bcG4xYbG6uMHDlSWbFihXLixAll9erVeUrQunbtqmzZsiXdz5k1a9YogGJsbKxcunQpXTsvLy8FUCZOnGgQ8yuvvKIAyqxZs3IVT149evRIMTExUYyNjZWHDx9mWu/BgweKsbGxYmZmlu7319JCErQSZv369QqgVKxYUWnfvr0ybNgwxdPTU1Gr1Qqg1K9fXwkPD0/X7oMPPlAAxdLSUunfv7/Ss2dPxcTERDEyMlK8vb0z7Mvb21sxMjJSVCqV0qFDB2Xw4MGKnZ1dum/q512/fl1xcHBQAKVhw4bKsGHD9J/KtGrVSklISEjXJiEhQWnVqpX+fQ0dOlT/tYODg3Ljxo28DZoiCVpRetkStBs3biiAolari/QHx7179/SzH82aNVO0Wq3i6OioAEqFChVe+He0OCVoiqIozZs3z3QlgCh+JEHLOUnQCl9uE7T4+HjFxMREAZSbN29m2vZF46b7nS63CVpWdDNMc+bMMSg/derUC1c7lS1b1mC1U2Hq0aOHAijLli3LtI5uhcqAAQMKMbLC9bIlaCV7ixOgVatWvPPOO1SsWJHLly+zbds2Ll68SJMmTVi8eDGnT5/G0dExXbtly5axfv166taty/79+wkICKBz584cOXKEQYMGZdjXoEGDOHr0KN27d+fs2bPs3r2bmjVrsm7dukwPlHV1deXMmTOMHj2ax48f4+Pjg0qlYsaMGRw+fDjDdc1qtZrDhw8zc+ZMLC0t2b59O3fu3GHUqFGcOXOGWrVq5W3QhCgk586do3bt2piamvL48WPs7e2LLBZnZ2eSk5OJj4/n77//RqVS8fDhQ2JjY3nw4EG+7hBXGAIDA6lfvz4fffQREydOLOpwhBAvoE1O5llgIA8PHuRZYCDa5OSiDinfRERE6HfALV++fBFHkzHdM8/37983KN+1axcAffv2xdzc3OCak5MT7dq1IyIiItvPdc2ZMweVSsWGDRv4+++/6dmzJ3Z2dtjb2zN06FD9Zm9xcXF88sknVKtWDbVaTYMGDfD29k53v2HDhgGwadOmTPvUXRsxYkS2YhTFX4nfJKRu3bp8++23uWo7evRog00DssPT05M9e/bkqE2VKlVYv359jtpYWFgwb9485s2bl6N24uXx/HbwkPZwd3Z2WCssiYmJNG/eHEjbuTG7R0MUJCMjI4PDbnWbSpRUus2JVq5cyZtvvlmom64IUZopioKSkpLpde0/17KbZGmTkwn9/XdibtwgJSYG0zJliLp8mSoDB2KUT4ekq0xNX7gxTkEpV66c/siKNWvW8OmnnxZJHFm5desWABUqVDAoP3fuHADNmjXLsF2zZs04dOgQ586do0OHDtnu7+TJk4wfP55atWrRpUsXzp07x9atWzl37hynTp2ia9eu3Lp1Cw8PD6pXr86RI0cYOnQoe/bsoXv37vr79OrVC1tbWwIDA7l+/Tq1a9c26OfatWv8/fff2NnZ0adPn2zHJ4q3Ep+gCfEyOnfuHN7e3ixYsIDZs2dTvnx54uLiCAwMRKPR8Ouvv2JiUrTf3tWqVUOj0XDlyhXq1KlTpLHkB2tra6pVq1bUYaSTkJBAxYoVadKkCWFhYRme8SaEyBklJYUbq1dnel134P2/Z1wyk3D/PtHXr5McEYGJpSWp8fFEXrxI1KVLWDg750vMru+8gyqfkr2cMjMzY+TIkfzwww9MmTKFrVu30qtXLzw8PPDw8MDW1rZI4tIJDg7Wz5T169fP4FpISAhAul29dXTlunrZtWbNGpYuXcqHH34IpO343atXLw4cOECbNm1wdHTkxo0blC1bFoAff/yRcePGsXDhQoMETa1W069fP37++Wc2bdqU7oN73ezZkCFDsv33URR/JX6JoxAvo8aNGzNy5EggbTnFe++9x6effspvv/1GXFycwSxRUahbty7h4eFs2rSpVCRnkPYLyKuvvlrUYaRjZGTEhQsXUKlU1KhRo6jDEUJkQJOYiDYpCRNLS0xtbTGxtESblIQmMbGoQ8uQSqXK9DV37twM2yxbtoyRI0eiUqkIDAxk3rx59OzZEwcHBzp27Mi+ffsK+V2kSU1NZfTo0SQlJTFs2DD9yg6d2NhYIO04k4zoVlno6mWXl5eXPjkDMDU11S9Hv3btGj/88IM+OYO0VV3lypXjxIkTpPxr9lb3s2fz5s3p+tmyZQuA/ncCUTrIDJoQJdS+ffsyPLDcysoKrVZbBBGl8fX15erVq9SoUYPhw4cXWRwvE0dHRz799FO++uorRo8ezYYNG4o6pBIhMTGR//73v8ycOZPWrVszaNAgEhMTOXPmDEeOHMHX15cWLVoUdZiiCKhMTXF9551Mr0fHxABgU6ZMtu73LCiI+3/+Sezt25iXL4/K2Bjr6tVx7t0b+0yW1uUm5vwyatSoTK+dPXtWvyzweZaWlmzcuJHPPvsMb29vjh07xunTp3n69Cl+fn74+fnx+eef8/777+dbnNkxYcIEjh07Ro0aNTJ8JEb558y3zJaHKlmcCZcV3bmKz9N9iFatWrV0+wkYGxtTrVo1AgMDefLkicEZi56enri4uHDr1i1OnDiBh4cHAAEBAdy6dQsXFxfatm2bqzhF8SQJmhAl1Jw5c/j6668NylJSUvD19WXZsmVFElNKSgp9+vTBzMyMGzduFEkML6svv/ySkJAQfvrpJ7p06SIPi2eDWq1mxowZzJw5k8WLF9OmTRv9tdjYWGxsbNBoNEX2XI8oOiqVKsvlgkb/JEPZfX7MvlkzYm/dQmVsTEp0NGVq1aJM7drYN2uWb8+g5aesPuSZM2dOhgmajpubG5999hkAWq2WEydOMG3aNPz9/Zk9ezb9+vWjQYMG+R1yhubNm8eaNWtwcnJi7969GW5UVeafJDsuLi7De8THxwPk+DnqjJab62bjMluKrruuW0Kro1KpGD58OAsXLmTz5s36BE03ozZixAj5d6qUkSWOQpRQT58+pU2bNqSmppKSksKOHTuwt7fn/PnzTJgwoUhiMjMzQ6vV8ujRI4yM5J+XwrZ582YsLS0ZOXIkERERRR1OiRAWFoZKpaJVq1YG5cbGxmkbReTy03MhnmdkZkbVwYOp1KcPzr17U6lPH6oOHlwsk7P8ZGRkhKenJ76+vlSpUoXU1FQOHjxYKH2vWrWK2bNnY2tri6+vb6Y7YOtWouh2V/w3XXlGK1ayklXClJtkSreE8ddff9X/3P/tt98A2b2xNJLfoIQoge7evYuxsTGWlpY8evSIGzdusGLFCvr370/NmjWLJKb33nsPgPnz5xf5A+EvK5VKxenTp1GpVJnuSCYMTZ06FbVanW4H1FdeeYVu3brJBw0i3xiZmWHfogUVOnfGvkWLUp+cPc/S0hJ3d3cg7cPFgrZ582YmTJiApaUlf/75J02aNMm0rm7326CgoAyv68obNWqU73HmRJ06dWjRogVPnjxh79697N27lydPntCiRYtS86y3+B/5ySNECTR+/HiqVq1KlSpVcHZ2pl69ehw8eJDNmzfz5MmTQo8nLi6O1atXY2RkpF/aIopGvXr1GD9+PHfu3OHYsWNFHU6xt3//fmrUqMHhw4c5fPgwn3/+OU5OTixcuJC9e/cWdXgv1LVrV6ytrfUbGFhbW2d6lqcQRSk4OBjA4NmqgrB7925Gjx6NqakpPj4+eHp6Zlm/d+/eAOzcuTPd0sLw8HD8/f2xtbUtFs946WbRNm3aJGeflXKSoAlRAh04cCDdTlT+/v4AGR5+HhYWxrp169i+fXuBLNkaNGgQiqIUyiej4sW+/fZbzM3NadeuXVGHUqwpisKzZ8/YsmULHTt2pGPHjjRq1IiEhIQi/7Q8uxITEw2enYmLi0v3S6YQBS0yMpJWrVrh4+OTbgfClJQUFixYwNmzZ7GwsKBLly4FFsfx48cZPHgwkLYUsFu3bi9s4+7ujqenJ48ePWLKlCn68tTUVN59911SUlKYMGECpvm4CUtuvfbaa5iYmPDHH3/wxx9/YGJiUix3FxZ5J5uECFHCaDQaNBoNs2fPNiifO3cuJiYmWFtboygKW7duZejQoURERHDz5k3Gjh3Lxo0buXHjRrqDLvPC19eXvXv38s4772BnZ5dv9xV5c/DgQdq2bUvbtm1lJi0TV65cITU11SAZ69u3L0ZGRsydO5f58+cXYXRClCynTp1i4MCB2NjY0Lx5cypUqEBkZCRnz57lwYMHGBsbs2TJEpycnAzavfvuu/plhI8fPwbAx8eHs2fP6uv89ddf2YqhT58+JCQkUL16dbZv38727dvT1Wnbti3jxo0zKFu/fj0eHh4sX76cQ4cOUa9ePU6fPs2tW7do1apVsVkZUr58ebp3786ff/4JQM+ePdONpygdJEETogQZN24chw4dAtKe+VqzZg1169YFYOnSpTRu3JiEhASGDRum/8FkY2ND3759SUhI4Pvvv8/X5AzSntUxMjJiyZIl+XpfkTeenp44OTkREBDAvXv35ADrDBw7dizdjHNiYiJRUVG4ubmlq68oCsOGDSMsLIyffvoJV1fXwgpViGLN1taWgIAAfH198fPz49atWxw/fhxjY2OqVq1K7969mTBhAtWqVUvX9vLly5w8edKg7NGjRzx69CjHcURGRgJw+/Ztbt++nWm9fydorq6unDlzhlmzZuHr64uPjw9VqlRhxowZTJ8+PcOVKUVl5MiR+gRNljeWXpKgCVGCrF27NtNrDRs2JDU1lZs3b/LHH3/oy6dMmULMP2f2fPPNNyQlJWFubp5v8SQmJjJlypRi9QNMpAkMDKRKlSoMHTqU48ePF3U4xc7KlSuZMWOGQVlISAiA/nmTV155BR8fHwDs7OyIiooCoF27dvplxUKUFtlZAj9nzhzmzJljUKZSqfDw8NBv/56Z6OjodGV+fn45CTFLeVnCX6VKFdavX5/nGDIaH51q1aplGWN2xmLYsGEMGzYsl9GJkkISNCFKESMjo3QzZH5+fqSkpHD//n0CAgLy9ZDQd/45yPXLL7/Mt3uK/FO5cmXeeustvv/+ezQaTbqdCl9W8+fPZ8WKFTx58oRFixaxdu1a/aftrq6u2Nra8t///hdFUfj555/17b755husrKwoW7Ysly9fznG/d+/ezfAcprzQffjyvH379uV7P3FxcfL3RwghCokkaEKUcoGBgQC4uLiwZcuWfLvvpUuXSE1N1S+1EMXTihUr+OGHH/Dy8pJZtH/MnDmTmTNnZnhNpVLpl0k9b9y4cfzwww/6XdT69u3Lzp07s92nSqUiNTU1V/FmpV27dumeMezWrRu7du3K976EEEIUDknQhBC50rRpU9RqNT169CjqUEQWzM3N8fLy4siRI0RGRspGLrl0//59fHx8UKvV/Pnnn/otroUQQoj8JtvsCyEy9Prrrxs8y/Y8X19fUlJSeOONN+Qg3xJAt4HLkCFDijiSkmv37t0MHDiQXr16sWrVKjmMXQghRIGR36yEEBn69ttvmTRpUobXPvnkE1QqFUuXLi3kqERuNGvWDLVarX8eUQghhBDFlyRoQogM2dnZYWVlxc2bNw3KIyIiuHjxIl26dMHS0rKIohM5dfbsWVJTU/U7EgohhBCieJJn0IQQmTp69CiVK1cmKipKv5RR9wu+r69vUYYmcsjNzQ2VSsV7773H0KFDizockU/+vdV/XrYZF0IIUTzIDJoQIlO2trbs3r0btVrN1q1bgbQDsi0sLOTZsxLonXfe4cmTJwX+S7ynp2eB3l8IIYQozeQ3LCGKwLfffouRkVG6V0BAQIb1z549m2H9rJIkXRL171d8fHyG9YOCgjKsP2jQIMLDwxk6dCgLFy4kMTGR6dOn58s4iMKlOwNv6tSpBdqPm5ubbPMuhBBC5JIkaEIUgXfffRetVpvu1aZNmwzrN2nSJMP6Wq020z4SEhIyrJ/Zc2PNmjXLsP7ixYupX78+4eHh+ufRBg0alPdBEIWuTp06mJmZsWLFigLtZ82aNfTv379A+xBCCCFKK0nQhBCZunv3LuvWreP+/fs4Ojryyy+/YGVlRd26dYs6NJELKpWK+vXrk5SUxJMnTwqsHzMzMzZu3MiIESMKrA8hhBCitJIETQiRKVdXV/1ZaDExMaSkpFC9enXZiKAEW7JkCSqVipMnTxZoP8OHD0er1dKrVy/5+5ILycnJTJ48GS8vL2bMmKEfwwULFgCg0Wi4efNmuldkZGSG453ZDHx2ZuOFEEIULtnFUYhCZmJiwpYtW9i4cWNRh/JCGo2GSpUq6b82NzfnypUr+ufT1Go1xsbGRRihyA1jY2OGDRtWKBu9JCYmYmxszJUrV3Bzcyvw/kq6lJQUWrduTdeuXVm4cCFmZmZAWmKtKArffPMNM2bMwMjICGNjY9zc3Ojfvz9r1qwB4MGDB3z88cecPn2akydPYmFhQUpKChcuXKBz587Url2bn376CZVKRUpKCo8fP2blypVs375dkjQhhCguFPFSqlevnuLi4lKgfcTGxiqAAiixsbEF2ldJo9Vqi/3r7bffVm7evJnp9dTUVCUqKkr5/PPPlaZNmxZ5vPLK/is6OlqZNm1agfczdepUxdXVVYmLiyvqb7kSw9TUVPnhhx8yvLZs2TLFycnJoMzCwkL59NNP09WtU6eO0rZtW4OyBg0aKK+99lqG97awsMhlxAWnIH+GaDQa5fLly8rly5cVjUaT4/ZRUVFKVFRUvsZUHOjGOyuzZ89WAGX27NnprkVERCgzZsxQGjdurFhaWipqtVqpUqWK0q5dO2X69OmKv79/tsetffv2+ngyeymKohw+fFgBlFGjRuX07RY6IEe/e40aNUr/Xt96661M6yUlJSl2dnb6uocPH857sNmIK6/93L59WwGU9u3bv7BuTr9nXVxclHr16uUpvqIkM2hCFAGVSlXUIbyQ7hP5zBgbG2NjY8P06dMz3dUxOTmZ1NRUOdC6mLGwsGDv3r0sXLiwwPoICgrC39+f69evF1gfpc2wYcPQaDSMGzcuw+sffPABX3zxRbbu1bRpU3755ZcX1nv8+DHly5dn9uzZOYpViH+7e/cuXl5ehISEUKZMGdq0aYOjoyNPnjwhMDAQf39/Hjx4wLJly3J03+7du1OhQoUcxzNnzhzmzp3L+vXrGT16dLrrGzZsYMyYMcyePZs5c+bk+P6FbevWraxcuVI/q/68Xbt2ERkZWfhBiQIjCZoQosCcOXOGd955h9DQUDp16sTYsWPp3r17UYf10jMxMeHu3bsFdn+tVkvLli1JTk4usD5Koz179tC4ceMs62T3l9tdu3Yxa9asLOv8+eefVKhQgfLly/Ppp59mN0whMvT+++8TEhJCnz592LRpE7a2tvprqamp7N+/nzt37uT4vlOnTqVDhw6ZXnd3d+fKlSsG/ZU2jRo14vz58+zevZsBAwaku75p0yaMjY1p0KAB586dK/wARb6TTUKEEAWmVatWBAUF8fjxY1avXs2mTZswMjLCxsamqEN76TVv3rzAnjn66KOPWLt2rTyfmAOpqanExMTQvHnzLOu9+uqr6cru3r3LwYMHOXjwIGvXrsXMzIxx48ZlOCvwyy+/6J8h7du3r768JMzqi+IrISEBX19fIO1DhH8nSyYmJvTs2ZPhw4fne9+WlpbUqVOHihUr5vu9i4shQ4ZgZGTE5s2b012LjIxk9+7ddO7cOVczjaJ4kgRNCFEo7O3t+fnnn9FqtURHRxd1OC+9Zs2aERERUSD33rdvH2PGjCmQe5dWJiYmmJmZERYWlmU9jUaTriw1NZXOnTvTuXNnxo0bR3JyMkuWLMmw/auvvqrftfHw4cMG1x49epT7NyBeahEREaSmpgJQvnz5Qu3bz88PlUplsIyxWrVqzJ07F4AxY8agUqn0Lz8/Pzp06KD/N2ru3LkG1zds2GBw/wsXLjB8+HAqVaqEubk5zs7OjBkzJtPZwLi4OKZMmULVqlVRq9XUqVNHv8lPbjk7O9O+fXt27dpFVFSUwbXffvuNpKSkFx5rEhoayttvv42Liwvm5uY4OjoycOBATp8+nWmbbdu24e7ujoWFBU5OTrzxxhvcv38/y34eP37M5MmTcXNzQ61WU7ZsWXr27MnRo0ez/4aFJGhCiOLjyJEjlC1bFk9PTy5evFjU4ZRqs2fPxs7OrkDufeXKlQK5b2nXqFEj9u/fn2Wd/DyDsH379tSpU0f/9XfffZdv9xYvl3LlyqFWq4EXP79cGAYPHqxfLuzp6cmoUaP0rwoVKtCjRw88PT0BaNy4scH1WrVq6e+zbds2WrRowZYtW6hYsSL9+vWjQoUKbNiwgRYtWnDp0iWDfpOSkujWrRuLFi0iISGBvn37Uq1aNaZOncr777+fp/c0fPhwEhMT2bZtm0H55s2bsbS05JVXXsm07YULF2jWrBnff/89lpaWDBw4EFdXV3x8fGjTpg1bt25N1+abb75h8ODBBAUF0aZNGzp06MCBAwdo3bo1T58+zbCfq1ev0rRpUxYvXoxGo6FXr140atSIQ4cO0bFjR7Zs2ZKnMXiZyDNoQohio3379kRERHD58mVGjhzJlStXsLOz4//+7/9o3759UYdXquh+mSpqiqLI8rp/7Nu3DwcHBy5cuEDDhg3TXddqtXTu3Dlf+7SysgLg1q1bdOzYMV/vXZIpikJ8fHym1+Pi4gCK1TJeS0vLIvteMjMzY+TIkfzwww9MmTKFrVu30qtXLzw8PPDw8Cj058P++9//MmfOHM6dO8e4cePSbRIydepUKlSowPHjxxkwYECGy4Fv377NG2+8gYWFBfv378fLy0t/bePGjYwaNYoxY8Zw6tQpffmSJUsICAjA3d2dffv26d93UFBQnr+/Bg8ezPvvv8+mTZsYO3YsACEhIfj7+/Pqq69ibW2dYTtFURg+fDhPnjxh2rRpfP755/q/J97e3gwbNow333wTLy8vnJycALhz5w6TJ0/G3NwcX19f/TOA8fHxDBgwgF27dqXrR6PRMGTIEO7du8fy5cuZMGGCvp8zZ87QtWtX3nrrLbp06YKjo2OexuJlIDNoQohip169evz999/Ex8dz+fJlypQpU9QhiQLi4uLChx9+WNRhFAtly5bl/PnzeHl5pZtBjoqKolevXqxevdqg/EWJxPPi4uIyXCJ59uxZXF1dadOmTe6DL2Xi4+OxtrbO9OXs7Iyzs3OWdQr7ld2/B9nx/JK/f790Swf/bdmyZYwcORKVSkVgYCDz5s2jZ8+eODg40LFjR/bt25erWDp27JhhHNu3b8/DO3yx5cuXEx8fz6JFiwySM4A33niDAQMGcPr0aYKCgvTluu/PpUuXGiSlzZo147333stTPLa2tvTp04cjR45w7949IG32TFGULJc3+vn5ceHCBapXr878+fMNkvjBgwczYMAAYmJiWL9+vb583bp1JCUl8cYbbxhs0GJpacnKlSsz/CBg586dXLx4kddee42JEyca1GnatCkzZ84kLi6OTZs25WUYXhoygyaEKNbs7Oxo1qxZhtcSEhIYPHgw27ZtKzYzQiJnwsLCmDlzZlGHUWw0aNCAZ8+e8emnn7J06VKqVatGaGgo33//vX4TBoCnT5/y3nvvMXLkSBRFYfDgwXh7e2d4z3v37jFmzBhq1qzJs2fP6Natm8F1RVHo1KlToRxcLkqGUaNGZXrt7NmzGe4UaGlpycaNG/nss8/w9vbm2LFjnD59mqdPn+Ln54efnx+ff/55jpf6ZbbNftWqVXN0n5zSLTfu379/htfbtm3L9u3bOX36NM2aNSMkJITQ0FAqVaqU4Ycdr732WraPycjMiBEj8Pb2ZsuWLXzyySds3rwZR0fHdN/Tz/P39wfSjvHIaMZ35MiR/P777/j7+zN16lQAjh07BsDQoUPT1Xdzc6Np06YGiSn8b7wy2mUS0sYLyPKZN/E/kqAJIUosCwsLPvroIzp37sy1a9dwc3NjypQpeHh4FPqD6uJ/3NzcuHnzJvXq1TPYsTMgIIBKlSrpN8L46quvqFatGg4ODkUVarGkUqn4+uuv+frrrzOt4+DgkK1zzgAqVaqU69mLl5WlpSWxsbGZXtdtdFScdqTNz/Mm/71RxvN0Swcz4+bmxmeffQakLcs9ceIE06ZNw9/fn9mzZ9OvXz8aNGiQ7VhetM1+QdFtAvKinRGfPHkCoN88I7PEMT8Syl69euHg4MDmzZvp0qULly5dYsKECZiYZP7rvC6uatWqZXhdV/785h/ZeS//TtB04zVs2DCGDRuWaTy68RJZkwRNCFGidenShS5dugDw7Nkzbty4wU8//cTkyZOLOLKXU0JCAomJicTHx2Nubq4vb9++PWZmZty8eVNftmbNGjnIWhRLKpVK/3xeRnRLRbOqI8DIyAhPT098fX2pU6cOoaGhHDx4MEcJWlHRaDSoVCreeOONLOvVr18fQL9LY2bPAebH84GmpqYMGTKENWvWMH36dIAX7t6Y3f6fv/6i95IR3fdEz549s3zG7PmNiUTmJEETQpQa9vb2tGrVilatWmVaJyUlBVNT00KMqvj66KOPWLp0ab7e8+7du/j5+RkkZ3PnziUgIICUlBR9WWxsLB4eHvL/QoiXgKWlJe7u7oSGhma6A2BxU7lyZYKDg1mxYkW2ZkqdnZ2BtH8DM5JZeU6NGDGCNWvW4Ovri6urK+7u7tmK6/bt21nG9fw5cs7Ozly/fp27d+/i6uqark1ISEi6ssqVKwMwfvx4+vXrl703IzIlC86FEC+N8PBw3nrrLezs7OjYsSPfffcdDx8+LOqwisw333yT7/c0MTGhevXq+q/HjRvH119/nW5Zi7m5uWzrLsRLJDg4GKDQDpQ2MzMD0J/PltPrupUZ2d2MxMXFhcqVK3Pv3j1OnDiR7np2lyS/iKenJ02aNMHBwYE333zzhfXbtWsHwK+//prhJkG6TTt09eB/z4tltP3+9evXOXv2bLrynI6XyJokaEKIl4aTkxPr168nMjKSvXv30qxZM9q0aWNw7s3LxNTUFK1Wm6/3fH4sp06dyrp164iMjEy3zbapqanszilEKREZGUmrVq3w8fExmCmHtFULCxYs4OzZs1hYWOh/kS9oupmja9eu5er6xx9/rH/OeefOnemuP3v2jG+//ZaEhAR92dtvv61vq3tOEdI2Vlm1alXu3kgGzpw5w5MnT5gyZcoL63bo0IGGDRty+/ZtZs2aZXBg9vbt2/n999+xtrY2OIpgzJgxmJmZsXHjRv0mI5C2hP2DDz7I8OfG4MGDqVOnDhs2bOCrr75K9/cgOTmZ33//nQsXLuTiHb98ZImjEOKlZGZmRsuWLbl161aW9UrzOV2mpqakpqbqP0nOTzt27GDZsmUkJiZm+QC7EKJ0OHXqFAMHDsTGxobmzZtToUIFIiMjOXv2LA8ePMDY2JglS5boz9oqaN26dUOtVrN06VIuXryIs7MzKpWKTz75BDc3N1q3bo2joyPe3t506NCBGjVqYGRkxNixY2nTpg2urq5s2rSJESNG0K9fP9zc3Khbty6KonD37l0uX75McnIyr7/+OhYWFgB88skn7Nq1ixMnTlCzZk06duxITEwMhw4d4s0330x3TEZhUKlUbN68mY4dO7Jw4UJ8fHxo0qQJISEhHD9+HBMTE9atW2ewGUqNGjX46quv+Oijj+jYsSMdOnSgXLly+Pv7Y2RkRJ8+fdKdhWZiYoKPjw/du3dn6tSpLF++nEaNGmFjY0NoaChXr14lMjISHx+fDM95FIZkBk0IITJx7tw5zMzMaNq0KYsWLTL4RLQ0SEpKKpBnwCZPnswrr7xCcHCwQfK3fPnyfO9LCFH0bG1tCQgIYNasWTRp0oRbt26xbds2/Pz8sLGxYdy4cQQFBfH6668XWkzOzs7s2LGD1q1bc+zYMdatW8ePP/7IgwcPAFCr1fz555907dqVs2fPsmHDBn788UeDjYsGDhzIuXPnePvtt0lJSWHPnj34+fmRlJTE8OHD2bVrl8HqAHNzcw4cOKA/5HnHjh3cunWLBQsWFMiS8uxq2LAhQUFB/Oc//yE2NhZvb2+uXbvGgAEDOH78OEOGDEnX5sMPP+S3336jSZMmHDt2jIMHD9KhQwf++uuvTHferVOnDmfPnmXOnDk4Ojpy7Ngx/vzzTx4/foyXlxfr168vtBnUkk6lPD/XKV4a9evXJy4uTr8takGIi4vTn2wfGxsru12JEm316tV88sknxMfH07VrV/bu3VvUIeWZqalpumUoeeXv70/79u1JSEgw2ChkwYIFzJgxI1/7EqVbQf4M0Wq1+qVtbm5uOT4Drjhus18SyLjlnIxZmpx+z1arVg0rKysuXbpUGOHlO5lBE0KIbHjnnXeIjY1Fq9WycOHCog4nXzz/UHh++PXXX+nUqRPXrl0zSM4ePnxYpJ8eCyGEECWJJGhCCJFDzZs3z7D8ypUrODk5MWvWrAx3yypuDh06lG/32rt3L6+99hrOzs6MHDmS1q1b07RpU8qVK4ezszNffPFFvvUlhBBClGby5LYQQuSTunXr8uDBAxYvXoyjoyNRUVGMGzeOBQsWUK5cuaIOr0B1794933eEFEIIIV5GMoMmhBD5yMjIiE8++YSnT5+SmprK22+/zbp164o6LCGEEEKUEDKDJoQQBahp06Y0bdo0w2vJycn4+fnRrVu3Qo5KCCGEEMWVzKAJIUQRUalU7Nq1i/r162NnZ8e8efMICgrK950VhRBCCFFyyAyaEEIUEVNTU1asWAGARqMhLCyMPXv2MGrUKC5cuFDE0QlRej1/+LxWq83xNvtCiML1/DPOz3//llbyL5IQQhQDxsbGuLi4MH78+CyTs9TU1Hzp7+OPPyYhISFf7iVESaNSqfSHqMfFxRVxNEKIF9F9n5qZmb0UCZrMoAkhRAni6enJ3bt36d+/P6+//jrt27fP1X1OnTqFWq3O5+iEKDnKlCnD06dPCQ8PB8DKyirbM2m6T/Nl59KckXHLuZd9zLRaLXFxcfrv0zJlyhRxRIVDEjQhhChBTp48iaIoJCUlMWnSJDp27EjZsmV5+vRpju5z6tSpl+JTSCEy4+DgQFxcHImJidy/fz9HbXXnHBobGxdEaKWWjFvOyZj9j1qtxsHBoajDKBSyxFEIIUoYlUqFWq3m22+/RavV5jg5S01NpUWLFgUUnRAlg7GxMVWrVsXBwUG/3DG74uLiZGlkLsi45ZyMWdqyRgcHB6pWrfrSJKoygyaEEKVUUlISLi4utG7dmmnTptGqVSsAwsLCGDRoUBFHJ0TRMzY2xtHREUdHRxRFQVGUbLXz8/MDoGXLlgUYXekj45ZzL/uYqVSql3K1hyRoQghRSpmbm/Pw4UNu3brFqFGjCAgIwM7Ojlq1avHdd98VdXhCFCu5+UVQdn/MHRm3nJMxe7lIgiaEEKVcjRo18Pf3ByAiIoKDBw/SpEmTog1KCCGEEBmSdFwIIV4iZcuWZfDgwUUdhhBCCCEyIQmaEEIIIYQQQhQTkqAJIYQQQgghRDEhCZoQQgghhBBCFBOSoAkhhBBCCCFEMSEJmhBCCCGEEEIUE6UuQXv27BmOjo6oVCrq1KmTZd2NGzfi7u6OtbU19vb29OrVi4CAgCzbBAQE0KtXL+zt7bG2tsbd3Z2ffvopyzZhYWGMHTsWZ2dn1Go1tWvXZtasWSQmJmbaJjExkdmzZ1O7dm3UajXOzs6MHTuWsLCwLPsSQgghhBBClFylLkGbNGkST548yVa9UaNGcfHiRbp06YK7uzv79+/Hy8sLHx+fDNv4+Pjg5eWFr68vjRo1okePHty4cYPRo0czadKkDNsEBwfTrFkz1q9fj4ODA/3790ej0TB//nw6depEUlJSujaJiYl07tyZefPmERsbS//+/alSpQrr16+nWbNmBAcH52xQhBBCCCGEECVCqUrQDh48yE8//cR//vOfLOsdOnSIpUuX4uDgwLlz59i+fTu+vr4cPXoUY2NjxowZQ0REhEGbiIgIxowZg0ajwdvbGz8/P7y9vbl69Sq1atVi6dKlHD58OF1fY8eO5fHjx0ycOJELFy7w66+/cu3aNV555RVOnDjBwoUL07VZuHAhAQEBeHh4cP36dX799VdOnjzJ4sWLefz4MWPHjs3bQAkhhBBCCCGKpVKToCUkJDB+/Hjq1avH5MmTs6y7ePFiAGbMmIGrq6u+3MPDg/HjxxMVFcW6desM2qxdu5aoqCj69+/PwIED9eVOTk4sWrQIgCVLlhi0OX36NEePHsXR0VFfB8DExITVq1djamrKypUrSUlJ0V9LSUlh5cqVAKxatQpra2v9tUmTJtGoUSOOHj3K33//na1xEUIIIYQQQpQcpSZBmzt3LsHBwfrEJzOJiYkcPHgQgMGDB6e7rivbuXOnQfmuXbsybdO7d2/UajUHDhwweK5M16Zv376Ym5sbtHFycqJdu3ZERERw/PhxffmxY8eIjIykZs2aNG3aNNvxCSGEEEIIIUq+UpGgnT9/nsWLFzNmzBi8vLyyrHv16lWSkpIoX748lStXTne9WbNm+nv+u4/nrz/PzMyMBg0akJiYyLVr1/Tl586dy7TN8+W6erltI4QQQgghhCgdTIo6gLzSarX85z//wc7OzmAZYWZCQkIAMkzOAKysrLCzsyMiIoKYmBjKlClDdHQ0kZGRWbarXLkygYGBhISE0Lhx42z1pSvX1cttm6zUr18/w/Lg4GAcHR05dOhQtu6TGwkJCQV2byGEEC8PPz8/LCwsijoMvbi4OIAC/RlaGsm45ZyMWe5otdqiDiFPSvwM2sqVKzl16hRff/01Dg4OL6wfGxsLgKWlZaZ1rKysDOrq/ptVu3+3yU5f+dVGCCGEEEIIUTqU6Bm00NBQZsyYQfv27Rk9enS22iiKAoBKpXphncy+zk6b7PSVX22ycunSpQzL69evT1xcHJ06dcrR/XJC96mPEEIIkRcdOnTQf0BZHOhmMwryZ2hpJOOWczJmuWNkVLLnoEp09O+++y7JycmsXr06223KlCkDZJ08xMfHA+h3UNS1ef7ai9pkp6/8aiOEEEIIIYQoHUr0DNquXbuws7PjnXfeMSjX7aQYEhJChw4d9HWtra2pWrUqAGFhYRneMy4ujsjISOzs7PTJko2NDba2tkRFRREWFka9evXStdPdT3d/3Z/PnDmTaV+ZtckqvozalAQymyaEECIn5OeGEOJlVaITNIDIyEiOHDmS4bWEhAT9tdTUVADc3NwwNzfn8ePHhIWFpduMIygoCIBGjRoZlDdu3JijR48SFBSULkFLSUnh4sWLmJub4+bmZtBmx44d+nv+W0Z96TYYyUmbksDJyamoQxBCCCGEEKLYK9FLHBVFyfB1+/ZtIC0Z05XZ2dkBYGFhoV/H6+3tne6eurI+ffoYlPfu3TvTNrt27SIxMZHOnTujVqvTtdm5cydJSUkGbcLDw/H398fW1pa2bdvqyz09PbG1tSU4OJgzZ85kOz4hhBBCCCFEyVfiZ9ByY9KkSezZs4cFCxbQu3dvXF1dAThx4gTfffcdNjY2vPnmmwZtxo0bx+eff86OHTv4/fffGThwIACPHj3i008/1d/3ee7u7nh6enL8+HGmTJnCsmXLgLTZvHfffZeUlBQmTJhgcLC2mZkZ77//Pp9//jnvv/8++/bt0z8YvWTJEs6fP0/btm1p2bJlgYxNfrK0tCx1u036+fkB6JfOiheTMcsdGbeckzHLnZIwblntvCyEEKXNS5mgdenShQ8++IDly5fTpEkTunbtSnJyMvv370er1bJ582bs7e0N2tjb27Nu3TqGDh3K4MGDad++PeXKlePAgQNERkYyceJEOnfunK6v9evX4+HhwfLlyzl06BD16tXj9OnT3Lp1i1atWvHZZ5+lazNjxgwOHDhAQEAArq6utGvXjrt373Ly5EkcHBxYv359gY1NflKpVMVq1638oDuHp7S9r4IkY5Y7Mm45J2OWOzJuQghRvJToJY55sWzZMtavX0/dunXZv38/AQEBdO7cmSNHjjBo0KAM2wwaNIijR4/SvXt3zp49y+7du6lZsybr1q1j+fLlGbZxdXXlzJkzjB49msePH+Pj44NKpWLGjBkcPnzYYEmkjlqt5vDhw8ycORNLS0u2b9/OnTt3GDVqFGfOnKFWrVr5OhZCCCGEEEKI4qFUzqBVq1YtW+eFjR49Otvnp+l4enqyZ8+eHLWpUqVKjme9LCwsmDdvHvPmzctROyGEEEIIIUTJ9dLOoAkhhBBCCCFEcSMJmhBCCCGEEEIUE5KgCSGEEEIIIUQxIQmaEEIIIYQQQhQTkqAJIYQQQgghRDEhCZoQQgghhBBCFBOSoAkhhBBCCCFEMSEJmhBCCCGEEEIUE5KgCSGEEEIIIUQxIQmaEEIIIYQQQhQTkqAJIYQQQgghRDEhCZoQQgghhBBCFBOSoAkhhBBCCCFEMSEJmhBCCCGEEEIUE5KgCSGEEEIIIUQxIQmaEEIIIYQQQhQTkqAJIYQQQgghRDEhCZoQQgghhBBCFBOSoAkhhBBCCCFEMSEJmhBCCCGEEEIUE5KgCSGEEEIIIUQxIQmaEEIIIYQQQhQTkqAJIYQQQgghRDEhCZoQQgghhBBCFBOSoAkhhBBCCCFEMSEJmhBCCCGEEEIUE5KgCSGEEEIIIUQxIQmaEEIIIYQQQhQTkqAJIYQQQgghRDEhCZoQQgghhBBCFBOSoAkhhBBCCCFEMSEJmhBCCCGEEEIUE5KgCSGEEEIIIUQxIQmaEEIIIYQQQhQTkqAJIYQQQgghRDEhCZoQQgghhBBCFBOSoAkhhBBCCCFEMSEJmhBCCCGEEEIUEyZ5vcHGjRvzIw4A3njjjXy7lxBCCCGEEEKUNHlO0EaPHo1KpcqPWCRBE0IIIYQQQrzU8pygATRu3Jj+/fvnuv327ds5f/58foQihBBCCCGEECVWviRoTZo0Yfbs2bluf+fOHUnQhBBCCCGEEC+9PG8SYmNjg6WlZZ7uYWFhgY2NTV5DEUIIIYQQQogSLc8zaJGRkXkO4ttvv+Xbb7/N832EEEIIIYQQoiSTbfaFEEIIIYQQopgosgTt2bNnhISEFFX3QgghhBBCCFHs5MsmITparZZt27axZ88eLl++TGRkJHZ2dlStWpUePXowaNAgbG1tAfj444/5+eefSU1Nzc8QhBBCCCGEEKLEyrcE7dSpU4wYMYLg4GAURUl3bdu2bUyZMoUvvviCcePGAaSrJ4QQQgghhBAvs3xJ0A4ePEjv3r1JTk6mfv36DB06lIYNG2JlZcX9+/cJDg7m119/5caNG7z99tsEBQWh1Wrzo2shhBBCCCGEKDXynKBFREQwdOhQNBoN3377LePHj8+w3rx589izZw/jxo3ju+++w9TUNK9dCyGEEEIIIUSpkudNQpYvX05ERATLli3LNDnT6dmzJ+fOnaN58+YkJyfntWshhBBCCCGEKFXynKDt3LmTihUr8t5772Wrfrly5fDx8aF8+fJ57VoIIYQQQgghSpU8J2jBwcG0atUqR20qVapEeHg4Go0mr90LIYQQQgghRKmR5wQtJSUFc3Pz/IhFCCGEEEIIIV5qeU7QnJ2duXDhQo7axMTE4OHhQc2aNfPavRBCCCGEEEKUGnlO0Dp16sSVK1c4dOhQtuorisLo0aM5efIkd+7cyWv3QgghhBBCCFFq5DlB++CDDzAyMmL48OGcP38+y7oPHjygQ4cObN++Pa/dCiGEEEIIIUSpk+cErV69esyfP5/w8HBatWrFxIkTOXbsGNHR0SiKQmRkJEePHuWjjz6iTp06HDt2jFatWtG3b9/8iF8IIYQQQgghSo08H1QNMHXqVExNTZk+fTqrVq1i1apV6eooigLAqFGjWLVqVba35RdCCCGEEEKIl0WeZ9B0Pv74Yy5dusT48eNxcXFBURT9q2zZsowYMYKjR4+yfv16LC0t9QmbEEIIIYQQQog0+TKDplOrVi397FlCQgKRkZHY2tpiaWmZru60adMYM2ZMfnYvhBBCCCGEECVavs2g/ZuFhQUVK1bMMDkDcHNzo3379vnS15IlSxg4cCCurq7Y2tpibm6Oi4sLo0aN4tKlS5m227hxI+7u7lhbW2Nvb0+vXr0ICAjIsq+AgAB69eqFvb091tbWuLu789NPP2XZJiwsjLFjx+Ls7IxaraZ27drMmjWLxMTETNskJiYye/ZsateujVqtxtnZmbFjxxIWFpb1YAghhBBCCCFKrDwnaNHR0VkmGtmRmJhIdHR0rtsvXLiQPXv2YG9vT+fOnenduzdqtZqNGzfSrFkz9uzZk67NpEmTGDVqFBcvXqRLly64u7uzf/9+vLy88PHxybAfHx8fvLy88PX1pVGjRvTo0YMbN24wevRoJk2alGGb4OBgmjVrxvr163FwcKB///5oNBrmz59Pp06dSEpKynA8OnfuzLx584iNjaV///5UqVKF9evX06xZM4KDg3M9VkIIUVC0yck8Cwzk4cGDPAsMRJucXCzuJYQQQpQkeV7iWLZsWUaPHs2PP/6Y63u88847/Pzzz6Smpuaq/Y4dO2jevDlqtdqgfPXq1bz77ruMGzeOkJAQjI2NATh06BBLly7FwcGBEydO4OrqCsCJEyfo0KEDY8aMoUOHDpQtW1Z/r4iICMaMGYNGo2Hbtm0MHDgQgPDwcNq2bcvSpUvp27cvHTt2NIhh7NixPH78mIkTJ7J8+XIAUlNTGTp0KD4+PixcuJC5c+catFm4cCEBAQF4eHiwb98+rK2tgbSZwo8//pixY8dy5MiRXI2VEEIUBG1yMiHe3sRcv05KdDQmZcoQffUqlV95BZWJCSgKilYLWm3a88m6P2u1adc0GpR/rmmTkrj/55/E3rpFalwcpra2RJw/j8urr2KSyaqMoqRNTiby/HmSo6Iws7XFrlEjjMzMijosIYQQJVSeEzTdRiD5cZ/c8vT0zLD8nXfeYcmSJdy8eZNr165Rr149ABYvXgzAjBkz9MkZgIeHB+PHj2fFihWsW7eOjz/+WH9t7dq1REVF0b9/f31yBuDk5MSiRYsYOHAgS5YsMUjQTp8+zdGjR3F0dGTRokX6chMTE1avXs2uXbtYuXIlM2bMwNTUFICUlBRWrlwJwKpVq/TJGaTN+v30008cPXqUv//+m+bNm+d6zIQQIr8oisLDQ4d4eOAAcbdvY2xpSWpcHJHnzxN54QIWzs45ul/C/ftEX79OckQEJpaWpF67RsyNG8Rcu4aViwvGFhZpL0tLTHR/trBAExKCytychIcPMbG0xFitznOi9KLk6/nENDkyElNbW6KvX6fq4MGSpAkhhMiVfNkk5NixY4wdOzZP7QuKbtbM7J8flImJiRw8eBCAwYMHp6s/ePBgVqxYwc6dOw0StF27dmXaRrek8sCBAyQmJupn8nRt+vbti7m5uUEbJycn2rVrx6FDhzh+/DgdOnQA0sYiMjKSmjVr0rRp0wzjO3/+PDt37pQETQhRpDRJSURfvUrUhQs8PX2axIcPMbawwNTGBv6ZCdP8awm8ysgIVKq0/xoZoXr+z/+8Eh8/BsDc3h6zsmVJfPwYbXIymsREtCkpaFNSSMlgWbzm9m0AQh49+l9/JiYYW1ikJXL/JG3Glpb/K/vXy8jMDJVKBaSfFTS1sSH66lUqdO9OamwsyRERPAsM5NHRoyQ8eICxuTlmdnaoVCoiz5/HvkWLghp6IYQQpVi+JGg3b97k5s2bebqH7gdiftq4cSPXrl2jdu3a1KhRA4CrV6+SlJRE+fLlqVy5cro2zZo1A+D8+fMG5bqvddefZ2ZmRoMGDQgMDOTatWs0btwYgHPnzmXaRld+6NAhzp07p0/QstPm+XpCCFHYEsPDibxwgehr11D+WZpubGWFukIFUuPiUJcvj8rICKvq1XHu3RuHFi1QGRunJWbZ+Lf+WWAgRiYmxN66hamdHdqUFKyqV6dijx7Y1qmDJiGB1IQENP96GcXFoSQlYWJtjSYhIW3ZZGoqqTExpMbEZOu9qYyN9clawsOHRF28SOKjR5hYWpL87BmR584ZzArG3rpF8rNnGJubY2pri6mtLSnR0SRHReV+gIUQQrzU8pygHT58OD/iyBdff/01ly5dIi4ujitXrnDp0iWcnZ3ZsmULRkZp+6GEhIQAZJicAVhZWWFnZ0dERAQxMTGUKVOG6OhoIiMjs2xXuXJlAgMDCQkJ0SdoL+pLV66rl9s2Walfv36G5cHBwTg6OnLo0KFs3UekiYuLA5BxywEZs9wpbuOmpKaivXcP7d27KP/8ewigKlMGo2rVUNWqhebkSbT37xP95AkqS0tijIx4EhODyt8/x32larVozcxQHjxAZWlJtKLwOCYG1ZkzGTcyNSWpYUMA7lpZpS2bT02F5GSUpKS0/yYn/+/rjMo0GoNbah8+RHv/ftr71GjS6j59SkxoKMbm5qisrFCsrEgtUwYiI0FRIDQUowoVeBoczOUC+OCxIBS3v2slgYxZ7si45ZyMWe5otdqiDiFP8pyg5ddW+flh7969+uWLAFWqVOHnn382WAoYGxsLkOn2/5CWpEVGRhIbG0uZMmX0bbJqZ2VlZXD/7PSVX22EEKKgKNHRaO7cQRsWlpbwABgZYeTsjJGLCyp7e/2smKptW7R37qDExaGyskpL3Exy/mNGZWKCSR7vpVKpwNQUTE1R/fPv5gvfqy6hS06GpCQ0N2+ipKaiPH2adh+1GlXFipi0aYPJP88vK6mpYGKC9v59lPh4VBUqpI1NtWo5ft9CCCEE5PNB1UXtwIEDAERGRnLhwgXmzZtHhw4dWLBgAZ999hnwv81Islpm8+8NS7KzgUlGdV7UV361yUpm58DVr1+fuLg4OnXqlKP7vex0n2DJuGWfjFnuFOW4aVNSiLl5k6gLF0h48ABUKqhSBVNbW+waNsSmXj1MLCwKPa4Xye8xy+gZtDK1a6fbAETboUOJ3sVRvkdzTsYsd2Tcck7GLHd0K+dKqlKVoOnY2dnRrl07du/ejYeHBzNnzqRbt260bNmSMmXKAP+bMs5IfHw8gH4HRV0b3TUbG5sXtnm+XWZ95VcbIUTplt/buEdHR5MUF4cqNJToR49INjXloYkJMc+e8fTaNZ7dukV8fDyJKSkkpaZiZm+PrYsLqXFxJAQHc3f5chISEkhISCAxMRGNRoOlpSUWFhaULVuWqlWrYm1tjbW1NQ8ePMDc3BwLCwvUajVqtVr/57Jly9K2bdt8HKn8ZWRmRtXBg1849kZmZrIhiBBCiHxTKhM0HVNTU4YNG8bff//Nzp07admyJVWrVgUgLCwswzZxcXFERkZiZ2enT5ZsbGywtbUlKiqKsLAw/Xb9z9PdT3d/3Z/PnDmTaV+ZtckqvozaCCFKL90sTvSVKyQ9eYKJtTVPAwOp3L8/xmr1/zbfMDYmNj6euyEh3A0N5WZwMEePHuX27ds8fvw4LeFKTCQ5ORlFUTBSqdDmwxEpeaVWq/XJ3LNnzzA2Nsba2hpbW1vKli1LuXLlqFq1Ko0aNaJWrVrUrFmTihUrFtqno5J8CSGEKGylOkEDKFeuHACP/9m22c3NDXNzcx4/fkxYWFi6zTiCgoIAaNSokUF548aNOXr0KEFBQekStJSUFC5evIi5uTlubm4GbXbs2KG/579l1Jdug5GctBFClF6R588Tfe0aT0+dIkFRuBcRwT0/P0I2bCAkPp6wp095Eh1NdEICKf/a5CIrmSVnKpUKVdofMPpnG3wnJyfatm2LpaUllpaWbNiwAUhbQvJ8oqQoCs7OzrRr147Y2FhiY2M5dOgQKSkpaQdQa7X6l05iYiKJiYk8efJEXxYREUFoaGimsZubm2NjY4OjoyM1atSgbt26NG3alPj4eCpUqJDtMRBCCCGKo1KfoB05cgSAmjVrAmBhYUGnTp3Ys2cP3t7efPjhhwb1vb29AejTp49Bee/evTl69Cje3t6MGDHC4NquXbtITEykV69e+jPQdG3mzZvHzp07SUpKMjgLLTw8HH9/f2xtbQ2W+Hh6emJra0twcDBnzpxJdxZaZvEJIUq+2NhY7ty5w+XLl9m+fTshISFooqOJvH+f+9HRRKekvPAetpaWVLK3p5K9Pefv3qWslRXOZctSoWxZKpYtS2V7e8olJmIaHo7a2BjrsmUxSkxEXbYsVYcOpVI2/m1ZuXJlnt9rcnIysbGxxMTEEBsbS1RUFIcPHyY0NJT79+/z8OFDnjx5wrNnz4iOjqZ8+fKUKVOGu3fvkpSUxOPHj3n8+DGXLl1i586dBve2tLSkadOm1KhRQ3/ESoMGDXB3d6dKlSoFcqyLEEIIkV9KfILm7+/P/fv3GTRoECbP7fCVkpLCmjVr+Pnnn7GwsGDYsGH6a5MmTWLPnj0sWLCA3r174/rPblwnTpzgu+++w8bGhjfffNOgn3HjxvH555+zY8cOfv/9dwYOHAjAo0eP+PTTT/X3fZ67uzuenp4cP36cKVOmsGzZMgBSU1N59913SUlJYcKECZiamurbmJmZ8f777/P555/z/vvvs2/fPv3OjUuWLOH8+fO0bduWli1b5tMICiEKW1JSEnfu3OHkyZP89ddf+Pj48OzZM5KTk7N9D1NTU+zt7alQoQLVq1enTp06tG3Thh7duoGipJ0BptWm/ff5P2u1RJ49y8MDB4gPDcXcwYGUuDisa9TAohBnn8zMzLC3t8fe3l5f1qZNmwzrajQa4uLisLGxITU1lZs3bzJ16lTu3LnDgwcPiIyMNBi7+Ph4jh8/zvHjxzO8n+5ZuQoVKlC3bl3effddmjVrZvABmxBCCFFUSnyCFhwczJgxYyhXrhzNmzfHwcGBJ0+ecOHCBR48eIBarWbDhg1UqVJF36ZLly588MEHLF++nCZNmtC1a1eSk5PZv38/Wq2WzZs3G/zSAGBvb8+6desYOnQogwcPpn379pQrV44DBw4QGRnJxIkT6dy5c7r41q9fj4eHB8uXL+fQoUPUq1eP06dPc+vWLVq1aqXfXfJ5M2bM4MCBAwQEBODq6kq7du24e/cuJ0+exMHBgfXr1+f/QAohCoSiKJw6dYrNmzfj5+fHjRs3SE1NJVW3ZX0mTExMsLa2xs3JicFVq1JBraZqlSpEGxlRrUkT6o0cmeuNQtTlypEcGYmpjQ0p0dGoK1SgTO3a2BXTpdPGxsb6zZlMTEyoU6cO27dvN6gTGxvL1q1buXv3Li4uLlhbWxMcHMzVq1f57bffSEhI0NfVbXBy//59goKC2Lx5M6ampjRt2hQzMzPat2/P8OHDqVOnjsy2CSGEKHQqJaf7thczt2/fZu3atRw5coRbt27x5MkTzMzMqFatGp06dWLixInUqlUrw7YbNmzgm2++4cqVK5iamtK6dWtmzJiR5a5ix48fZ8GCBfz1118kJydTt25d3nvvPcaMGZNpm9DQUGbNmoWvry/Pnj2jSpUqvPbaa0yfPh2LTLaqTkhI4IsvvmDLli2EhoZStmxZevTowfz58w2SzdzSbbN/586dPN/rZSLb3ebcyzZmcXFx/P3336xatYq//vqLe/fuocng2TC1Wk3z5s1p1aoV4eHhVK5cmSZNmlC/fn1cXFwIDAwk9cIFXABjc3NsGzZEk5iYb9u45/fOkMVBVn/XtFot9+/f5/Tp0wQFBXH16lVu376NSqUiNDSU8PDwdG1MTU1xcXHB09OTwYMH07lz50z/zS7JXrbv0fwgY5Y7Mm45J2OWO9WqVcPKyirT46aKuxKfoInckQQtd+QfypwrzWOm0Wi4ePEif/zxB0ePHuXRo0dcvHjRYBMMHUtLS2rVqkWHDh0YPHgwrVu3Nlje/G8HfvmF1L/+onr16lTq1w/r6tUL8q2UCrn9u6YoCnfu3GH79u1899133L59O8PlpkZGRjRr1ozWrVvTunVr2rRpQ7Vq1Ur8LFtp/h4tKDJmuSPjlnMyZrlT0hO0PC9xzOgvjEql4uDBg3m9tRBCFBuKohAaGsrJkyfZs2cP/v7+3L59O8PZsUqVKlG+fHns7e3p3bs3w4cPx8nJKdt9aRIT0Zw9C4Bdo0aSnBUwlUpF9erV+eijj/joo48AuHbtGps2bWL//v1cvnyZmJgYtFotgYGBBAYG8s033wBpM6Fubm507tyZvn370rJlS/1zw0IIIURu5DlB8/PzS1dW0j9NFEIISNsC/tChQ+zcuZM///wz063fjYyMqFy5MtOmTaNv375UqlQp130qikL4oUMoiYmorKwoX4wPci7N3NzcmD9/PvPnzwfSNoR6+vQp586d46+//mLbtm2EhYWRmJjIuXPnOHfuHEuWLAHSEvQuXbrQpUsXOnXqhLOzc1G+FSGEECVMnhO0jJbyCCFESXX//n2+++47fv/9d65cuWIwQ6ZSqVAUBRMTE1xdXencuTODBg3Cw8PD4BiNvIi5do2YGzdApcK4WTOMslgGKQqPo6Mjjo6O1K1bl1dffZUFCxZw5MgRvL299bOpup+H9+7d46effuKnn37i+++/x93dnYiICFq1alUqn2ETQgiRv0r8Lo5CCJEXqampeHt7s3HjRk6cOEFkZKTB9f9n777Do6i+Bo5/Z3t6LyQQOqFDAOlFCE2KIKCiokCwoKIoFn4oooKiYkHs2LCCIEhHlCq9l4AIgUAoCQkJ6WV3k915/0iyL5GA9E05n+fJY3Zm7szZSQxz9t57ro+PD0OHDqV///7Uq1ePxMREbrvtNgw3oaBGflYWSevWAaCtVw+Nj88Nv4a4Mdzd3enbty99+/YFCtd12717N0uWLGHNmjW0b9+e7du306FDB6ZPn87XX3+NXq+nVatWdOrUiU6dOtGhQwd85GcshBDiXyRBE0JUKqqqkp2dzebNm1m6dCnz5s0jJSWlxDEajYZatWpxxx138MQTT1C/fn3HvuJF729GXIl//IHdasUUHIzGz++mXEfcHAaDgXbt2tGuXbuL9nl7exMSEkJCQgJbt25l69atTJs2DUVRaNmyJX/88cdFS7sIIYSovKRIiBCiQisuJ79n1y5mzJvH+h07sFit5OfnlzguMDCQTp06MXLkSHr16lVi4ftbEV/q7t1kHz+Oa9WqVOnVi9g9e27J9cXN9+677zJt2jROnDjBxo0bHV8xMTHk5uaW6EXbtm0bTZs2xdXV1YkRCyGEcCYpEiKEqJBUVWXH1q1MGTeOv/btI9tiKbE/JCSEfv360b9/f7p27eqUynt2q5VT8+eTvn8/6QcPojEYMPr7o5OH8wpHURRq1apFrVq1GD58OACJiYkkJCQ4/s3Mzc2lR48eAAwePJgHH3yQ22+/Ha1W67S4hRBC3HpSJEQIUWGoqsrGjRuZP38+3333HVlZWSX2u2i1tK5enXHjxtH/iSdu+YdJqqqSn5mJJSUFS0oKqTt2kLxpE3lJSehcXbGZzeRnZ5MeHX1L4xLOERwcTHBwsOP18ePHCQgI4MSJE44iI6GhoTzwwAM8+OCDNG7c2InRCiGEuFVkDpoQotxLSkrio48+Yv78+cTExJTYZ9RqifD1ZUTTpoQXFfbwiInh+KxZmAIDMQUFYQoIwBgUhO4GVtizWSxYz58vTMaK/5uSgv2CBZCzjx8nPysLnasrLiEh6FxdKcjKwpqRATISodJp3LgxsbGxbNmyhR9//JG5c+cSHx/PtGnTmDZtGp999hmPP/64s8MUQghxkzktQYuJiSExMZHOnTs7KwQhRDlms9lYvHgxb775JnsumK/l7u7O3XffTfPmzfFJTCTs0CEKMjJwDQ3FkpyM3sMDrclEQVYW2VlZZMfGOtrqPDwumbQVzxWzZmRg8PLCu2lTNAZDYa9YRkZhApac7EjE8jMzS41b0Wgw+Plh9PPD6O+PotViTkxE7+WFJTkZ91q1MHh5wSXai4pNURQ6dOhAhw4dmDFjBsuWLePHH3/k999/p3fv3o7jNm7cyOnTpxk4cKDMVxNCiArmuhO04gVaZ8+eTcerWFD1rbfe4ocffiixxpAQQhS7VEJ0/PhxXnvtNRYsWEBubm6JNsOGDePzzz/H3d0da3o6J374gfRz59BWrYrGYMC9Zk086tUjtH9/8jMyMCclYU5OxpKUhDU9/ZJJm8HXl8xDh7CkpFCQm4ui02H09cUjPJz89HTUgoJS34POzQ2jv3/hV0AARj8/DD4+KEVziuxWKygKWTEx5Gdm4l6rFh716uHdtCls2nTzbq4oF4xGI4MHD2bw4MFkZmbi6enp2Pfuu++ydOlS3N3dZb6aEEJUMDekB+3MmTN069aNV199lZdffvlGnFIIUYkVF88oTlxUV1e2/fgjs3fuZMvWrSWO9fHx4aGHHuK5556jWrVqQFHJ+tWrQVUJ7tED99q1yf9Xoqf38MC1alXHeWwWC5bk5FKTtqwjR8iMicGallY4DDE3F4OPD3aLBZeQEBSt1tEjVvxl8Pf/zyGTGoOBsCFDSk1EhbjQhckZQOvWrfn77785fvy4zFcTQogK5oYkaNWqVSMxMZFJkyaxfv16fvrpJ4KCgm7EqYUQlVB6dDSpu3axbfNmlpw/z/YzZ0i/oAqjTqfj9ttvZ+LEiXTu3PmiYh/p+/eTFx+PRq8n5I470P/r4bY0WqMR16pVS03aEpYvJ+fkSQze3hi8vSnIzUVjNOLVqBEh/fph8PZG0Wiu6b1qDAZ8W7W6prai8po4cSIvv/xyqfPV1q9fz/bt250dohBCiGt0bU8U/xIZGcnGjRsJCwtjzZo1REREsHr16htxaiFEJZOeksJzzz9Pt08+4ckdO/gjNpZ0i4UANzfG3n8/S5YsISsri1WrVtGlS5eLkjNrWhrJmzcDENCx4xUlZ5dSnLT5tmyJZ/366D09Mfj5oTWZ8KhdG6+GDTH6+l5zcibE9Sier/bFF1+QmJjIggULGDhwIKNGjXIck5aWRv/+/Zk9e/ZFQ4KFEEKUTTfsqaJ169bs27ePu+66i8TERHr37s3EiROlDL8Q4j+pqsq8efNo2qgRvgEBfPfXX2QULSTtotXyUrt2/DFuHJOefZb+/ftjMplKP4/dTuLq1agFBbhWq4ZXkyY3JD7vpk3xqFcP91q1QFVLzhUTogwwGo0MGjSIhQsX8uijjzq2//rrryxbtowHHniAoKAgRowYwdq1a1FV1YnRCiGEuJwb+rGvl5cXCxYsYMaMGej1et566y1uv/124uPjb+RlhBAVRE5ODp9++ikhVapw7733cuDQIVRAoyg0r1GDd9u1Y3mPHtzduTM+9ev/Z0KUtm8feQkJaAwGgrt3v2HrnBXPFQvt14+Qvn0J7dePsCFDZK6YKPN69OjBpEmTqFWrFtnZ2Xz//fdERkbSunVrli5dKomaEEKUQTdlXM5TTz3Fli1bqF27Nps2baJ58+YsW7bsZlxKCFEOJSYm8sorr1CjRg3GjBlDYlISAEFeXjz/4INkpqWx+8gR+gwciGe9evi3afOfCZElNZWULVuA6x/aWJriuWLBkZH4tmolyZkoF2rWrMnrr7/OsWPH2Lx5M4899hiurq7s2rWLgQMHcuLECWeHKIQQ4l9u2sSJiIgI9uzZw9ChQzl//jwDBgxg3LhxFFyiHLUQouI7c+YMvXr1IiQkhDfeeIOUlBSq+fkxYeBA/nj9dY7u3s27P/yAm5dXYULUsiXutWphCgq6bEKk2u0krV6NarPhGhaGl1SwE6IERVFo3749X3zxBXFxcUyYMIHHHnuMWrVqOY7ZunWrLH0jhBBlwE1dqNrd3Z3Zs2fTtWtXnnnmGWbMmMHmzZv55ZdfbuZlhRBlzNmzZ+nWrRvr1693DKnS63RMvuce+rdsiXfdugRFRqL714K7Rn9/AMwpKZc9f9reveSdPXvDhzYKUREFBAQwderUEttOnTpFVFQU9evXZ+LEidx7772yppoQQjjJLSk99sgjj7Bjxw7q16/Pzp07iYiIYMeOHbfi0kIIJ4qJieGZZ55h2LBhrFu3DlVV0et0DO3YkV1vvcXgjh2pescdhPTrd1FyBv+foFkuk6BZzp8npWhttMDOndF7eNycNyNEBXbq1Cm8vLz4559/eOCBB2jYsCE//PCDjHoRQggnuGW1oRs1asSuXbsYPnw4mZmZHD58+FZdWghxi8XGxvLII4/QoEEDDhw4AIDBYGDEHXew6623eG3IEHxq1qTGsGF4NWhwyR6v4gStICsL2wXroBVT7XYSV61Ctdlwq1EDz4YNb96bEqIC69ixI3Fxcbzxxhv4+voSExPD8OHDqV+/Pt9++y35RVVVhRBC3HzXnaCFhYXhX/QQ9V9cXFyYNWsWP/zwA66lfFouhCjf9u7dy6BBg6hXrx5ff/01drsdo8HAXe3bs+udd/hfr16YTCYCu3Sh6qBB/9nbpTUa0RUdU1ovWuqePZiTktAYjQR16yZDG4W4Dl5eXrz88svExcXx9ttv4+/vT2xsLC+88AJms9nZ4QkhRKVx3XPQ4uLirrrNsGHD6NevHxkZGdd7eSFEGbBt2zZGjx7N/v37Hdu6Nm/O8GbN8EtIAJuN3IMHcb/9dkL69MHo63vF5zb5+5OdlYUlJQXX0FDHdsv585yXoY1C3HAeHh6MHz+eMWPG8MUXX2A0GvEo+v9LVVXmzJnD4MGDMRqNTo5UCCEqpls2xPHfvL29qV69urMuL4S4AdavX0+jRo1o166dIzlzcXHht08/5b3ISKqeOgVmM2Rno+h0eIaHX1VyBqXPQ1PtdhL//BPVbsetZk08GzS4cW9KCAGAm5sbzz33HGPGjHFsW758OQ888AC1a9fm448/Ji8vz4kRCiFExeS0BE0IUX798ccfhIeH07VrVw4dOgSAq6srEydOJDU1lSYGA5n//IPWZELx8UEJC0Pn6kp+ZuZVX6u0BC11927M586hMRoJlqGNQtwyVquVqlWrEh8fz9NPP02tWrWYPn06ubm5zg5NCCEqDEnQhBBXLCYmhn79+tG7d29iYmKAwsTstddeIzU1lddffZX0jRvJPnr0/9ctc3WFvDz0np4YvLyu+pqGCxI01W7HkpLC+W3bAAjs0gWdu/uNeXNCiP80aNAgjh07xhdffEFYWBiJiYmMGzeOmjVr8u6770oxESGEuAEkQRNC/Kdz584RFRVF48aNWb58OVqtlipVqjB58mRSU1N59dVX0VitnJ4/n4xDhzAFB+PXujW+t92GoihogoPxqFcP76ZNr/raBm9vFK0WtaAAa1oaZ4uGNrrXrIln/fo34d0KIS7HaDTy2GOPcfToUb7++mtq1qzJuXPn+Omnn2TtNCGEuAFu6kLVQojyLTc3l8cee4zZs2djt9sB6Nu3L++//z7h4eH/f1x8PAnLl2PLy0NrMlHljjtwCQ4mPTqaxI0bUdzcCBsy5P971a6CotGg9/Ii4+BBYj7+GFteHm7Vq0vVRiGczGAwMGrUKB566CFmz55NcHAwGk3h5745OTl8/PHHPPHEE3h6ejo5UiGEKF8kQRNCXKSgoIAJEyYwY8YMx5AlnU7HJ598wmOPPeY4TlVV0qOjSd6wAdVuxxgQQEjfvo6hjL6tWqErmnd2LckZgN1qJSsmhsyYGOwWCxqjEVNQ0DWfTwhxY+n1eoYPH15i2xdffMGECRP45JNP+Pjjjxk4cKB8oCKEEFdIhjgKIUpYvnw5AQEBvPfee+Tn56MoCnfddRepqaklkjN7QQFJq1dzbv16VLsdj/Bwwu6++5rmmV1OenQ0ltRUrGlpANjMZqwZGaRHR9/Q6wghbpy6detSu3Zt4uPjGTRoEAMHDuTUqVPODksIIcoFSdCEEEDhcMYnn3ySfv36kZ6eDkC7du2Ii4vjt99+c6yDBJCfleWYb4aiENCxI1V69UKj19/wuKwZGWC3o3N1xejnh2fduhRkZRVuF0KUSXfeeScHDhzg5ZdfRqfTsWTJEho2bMj06dMpKChwdnhCCFGmSYImRCWnqipz586lfv36fPbZZwAEBASwevVqtmzZQlhYWInjc+PjOTlnDuakJLQmE1UHDsS3ZcubNnzJ4OWFKSgIrYsLOk9PrOnp11wRUghx67i4uPDGG2+wb98+OnToQE5ODuPGjWPcuHHODk0IIco0mYMmRCW2Zs0ahg0bRmJiIgBhYWG8/fbbDB069KKE67/mm90s3k2bkllU0j8/MxNTQMA1V4S8WcxmM0lJSSQmJpKUlITVasVms2GxWDCbzZjNZvLy8hyv69Spg91uR1VVDhw4QEJCAhaLBYvFQn5+Pi4uLmRnZ2M0Gtm5cydBQUH4+/vj5+dHYGAg/v7+eHp6ypweUS40atSIDRs28M033/Dqq68yduxYZ4ckhBBlmiRoQlRCSUlJ3HPPPWzYsAEArVbLpEmTeP7553F1db3oeHtBAefWrSsc0gh4hIcTHBl5U4Y0/pvGYCBsyBDSo6OxZmRg8PLCu2nTm14kJDMzk6ysLEfiNX/+fI4dO0Z6ejpZWVlkZ2eTl5eH2WzGZrPdtDhWr15d6nZFUTAYDLi6uuLh4YG3tzetW7cmNDQUf39/TCYTAQEBVK9enYCAAPz9/TEajTctTiEuR6PR8MgjjzB8+HAMF/y/++qrr9KiRQsGDBjgxOiEEKJskQRNiErEarXy2muvMW3aNEdS4e3tzY8//ki/fv1KbZOflUXC8uWYk5IK55t16IBPixa3tPdGYzDg26rVDT1nZmYmBw4cYPPmzezevZsTJ05w9uxZ0tLSyMvLcywrcKUMBgPBwcEEBQVx4sQJUlJSHPsURUGr1Tq+OnXqhMFgQFEU4uLiSEtLQ6vVotfr0Wq1WK1WsrKyyM/Pp3fv3qSlpZGSksI///xDbm4uUNijWdzrlpaWxqlTp4j+j8IpWq0WV1dXAgICGDRoEK1ataJhw4bUrFkTd1nwW9wCFyZn27ZtY/LkyQAMHDiQjz/+mKpVqzorNCGEKDMkQROikti9ezf9+vVzDGdUFIXHHnuMjz76CP0lesJKW9/M7V9z0so6m83G0aNHWbduHVu2bCEzM5Po6Gji4uL+s61GoyEoKIjg4GDy8/NRVRVvb298fX3x8/MjKCiIwMBAQkJCGDJkCDpd4Z/U5ORkbDYbrq6uuLq6OrZfjbVr1wLQrVs3x7a0tDSSkpI4ffo0cXFxnDx5koSEBBITE0lOTqZXr16cP3+e5ORkNm7cyLlz5y66F1lZWWRlZfHee+85thcnkP7+/oSHh9O6dWvuuOMO2rdvL71u4qZp2rQp//vf/3jvvfdYtGgRq1ev5s033+TJJ5+UBa+FEJWaJGhCVHD5+fm8/fbbvPbaa45eofr167N48WLq1atXahtnzTe7XikpKaxevZrVq1ezb98+4uLiSE1NRVXVUo93d3cnOzsbLy8vQkJCqFmzJg0aNKB58+a0bduWmjVrolxi+KKi11+yFzEgIOCGvacL+fj44OPjQ/369a/o+Ly8PM6fP09SUhInT54kLi6Oo0ePEhsbS7Vq1fjnn3/4+++/yczMpKCggMTERBITE/nrr7949913gcJ71K1bN5o2bUqjRo1o2LAh4eHhZSZxU1UVtWitPrWoOqDdagUu/zMSzufq6spbb73F/fffz2OPPcbWrVsZO3YsP/74I19++SURERHODlEIIZxCEjQhKrBDhw4xfPhwdu3aBYCnpyeTJ0/m6aefvuSDqzPnm12p3Nxcfv/9d9avX8/evXtxcXHh77//5uzZs5dsoygKnp6ePPXUU3Tv3p0mTZoAYDKZSp13B4UP+kc//7zUfXUffxyljC+W7eLiQtWqValatSotW7Ys9RhVVTl69CjLli1j48aNHDx4kPj4ePLy8gDIzs5myZIlLFmypEQ7Pz8/6tevT9++fbnzzjtp2LChU5IhNT/f8TPKP3ECgKP//AOUj5+RgCZNmrBp0ya+/PJL/ve//7Fr1y569+7NyZMnMZlMzg5PCCFuOUnQhKiAbDYbjz32GLNmzcJut+Pt7c0nn3zC0KFDLzt0qCzMNyuNqqqsXbuWr776ir/++ssxTLM0/v7+5OfnU61aNZo0aUL79u3p0qUL4eHhJea/XI2UbdtKXqNt22s6z81wYQ/Sv11JD5KiKNSrV++i8udZWVmOnkhfX1/+/vtvDh06xJYtW1BVlfPnz7N582Y2b97MSy+9hMFgoEGDBowePZquXbtSr169W/p7k7JtG7ai9ftSkpLK1M9I/DeNRsPo0aMZMGAAzzzzDHfccYckZ0KISksSNCEqmG3bttG/f39HkYpmzZqxfPlyQkNDL9uurM03S0hIYM2aNaxatYrFixeTmZl50TEeHh6EhoZy77330rt3bxo1alRiQe0bySUkBOv58+TGx5Nz6hSZMTG4VKmCwccHRXP5JSWvN4m67Lkv6EH6t+vpQfLw8OCuu+7irrvu+v9rqSobN25k3bp1bNy4kf379zt+z6xWK/v37+fxxx8HoEqVKnh4eNCwYUPuvPNO+vfvj7+//zXFcqWUqlVRs7NRb2JVTXFzValShblz55YYlrxgwQJmz57NRx999J9/x4QQoiKQBE2ICsJmszF8+HB+/vlnx7YePXqwYMGCyyYtZWW+WVZWFr/++is///wzO3fuJCsr66JjvLy8aNOmDQ899BD33nvvNRXfuFo2sxlLcrLjod9mNpOXkEDin3+iaLUoOh1GPz+MAQGYAgIw+vtj9PcvsQzAzUqiLnQrevkURaFz58507tzZsS0zM5MdO3awaNEiEhISSE9PZ8uWLZw9e5azZ88SExPDokWLgMK5ed26dWPMmDF07NjxhsdnT0wEq7Vw3bmzZ1GvshKnKDuKP7QoKChg3LhxnDp1ilWrVvHWW28xevRoKSIihKjQJEETogJYv349d911F+lFQ7zc3d35+eefufPOOy/bzpnzzfLz89m8eTPffvsta9asISEh4aJjWrVqRffu3enWrRuNGjUiJCTkpsdVTFVV0qKjSY+OxmaxYE5KQu/picHHB1NQEKbgYPLT07Hn52NOSsKclERGcWNFweDlhTEgAGNAAHovL+xWK6l79pS4xuWSKFVVwWajIDcXtaAAe36+478Xfm/LyyMvIYH8zEzc69RBURTySrmXN4unpyfdu3ene/fujm1ms5k1a9YwY8YM9u3bR3JyMlBY3XLu3LnMnTsXDw8PhgwZQteuXenatet1l1e3W62oRUNfVZOJnJMnOfXrr1Tp1QtTYOB1nVs4j06nY+nSpTz66KNs376dMWPG8MMPP/Dll1/SrFkzZ4cnhBA3hSRoQpRjqqry5Zdf8sQTTzgqNA4cOJBffvnlP6vsOWO+WUxMDH/88QerV69mzZo15OTkXHRMcHAwt99+O08++eRN6WW5EvlZWSSuWkVOXByq3Y5Xw4a4166N9oJ7GjZkCIpeT356OpbkZMzJyVhSUrAkJ1OQk4M1PR1rejpZR4+i2myk7tlD3tmzeNSti6LTkRMbS+bhw5z67TcUVcVeUFCYdFmt2AsKyD96FIDYooIXl6LabOScOkV+ZibmoiIp5qQkrEXJujOYTCb69u1L3759gcKiLkuWLGHWrFls27bNsQj4rFmzmDVrFgBBQUHcd999PP3009SsWfOqr+latSqZubkonp4E1q5NzunTWJKTOfnLL/g0b45/27Y3fXFzcXM0bdqUzZs3M3PmTCZMmMCOHTto2bIlEyZM4LXXXpPeNCFEhSMJmhDl1JkzZ3j44Yf5448/gMIFpxcsWFBi3axLuZXzzRISEvjll18YOnSooyelmEajwWAwEBERwX333cewYcPw8fG5KXFcCVVVyTx0iHMbNmC3WlEMBuo/9xzeTZpclLgWzx0z+Phg8PHB44IlCwpychzJmjklhbyzZ0FRUG028jMK+9kK8vKwpqdjTkhA+Y8HTEWrRaPXo+j1aHQ6FJ0OjcGARqdDBbJPnMCank5BdjY2iwXVbifz8GGSt24lsGPH/zz/zebq6srQoUMZOnQoACdOnGDfvn1s27aN9evXs3PnTpKSkvjwww/58MMPCQkJ4d5772XcuHH/2bOm6PXUHjWK47NmcU5V0bVrR5PBgynIzSV5yxayjx4lbe9eso4dI6hrV9yvIfkTzqfVanniiScYOHAgzzzzDL/++itvvPEGnTp1omfPns4OTwghbihJ0IQoZ1RVZcyYMcyaNYu8vDxMJhNTp05l7NixaK6gWMWtmG+2f/9+3n33XVauXMn58+dL7Lv99tvp1asXPXr0ICgoiJCQkP+M+1YoyM4mce1acopKtbtUqUJwjx4YriFh1Lm5oXNzw616daBw+F1+Whp2iwWb2Qx2OwZvb9xr16ZKr15oXV0LE6/iBEyv58zmzaDTUa9798sWIbFbreSePIlHnToAqHY7OSdPYk5KInXXLvLi46nSuzd6d/cS7Zy5RljNmjWpWbOmowDJvHnzePPNNzl48CB2u52EhASmT5/O9OnTCQ0NZezYsYwYMaLU9eUURSHn9GlUux2NhweawEA0BgMGg4HQPn3IPnGCc+vXk5+ZSfySJXjUqUNgly7o/nU/RPkQEhLCvHnz+OWXX9izZ48kZ0KICkkSNCHKkbNnz9KxY0eOHz8OFK4fNG/evCtauPhmzzezWq38/vvvPP744xetR6bT6bjtttt4+OGHGTZs2H+Wu7+ZVQ9Lu1ZWTAzn1q/HZjajaDT4t2+PT0TEf1ZnvBqKVkvgBcU1innUrVvq0DulqMT4f8Wg6PXULaqceKGsY8dIXLOG+KVLOfv777jXrl0i2XTmGmH//vkOGTiQIQMHkpWVxex58/jyyy+Jjo7GbrcTHx/Piy++yIQJE4iMjKRnz54MHz68REXIzL//BkBTrdpFvxvuNWviGhrK+R07HD1pOadOEdChA16l9IyK8uHCHlmAxMRE5s+fz5NPPik/UyFEuScJmhDlxPLlyxk0aBBWqxWALl26sHLlysuuFWS3WkmPjiYvMZGMv/8uHCan092w+WY2m42vvvqKXbt28dtvv5GWlubY5+LiQseOHbn99ttp06YNkZGRV3zeW1H1EAqHGZ5bt46sovlepsBAgnv0wHiDy8FfKokq3ndd51aUUu+HV8OGGAMDSY+OJvPwYbLj4tC7u6Pz8MC/ffvruub1utzP97HHH+fxxx8nNzeXn376ieXLl5OQkMCuXbv4888/+fPPP3n++ecJCwtj6NChPDt6NLnx8aAoaC4xHFJjMBDQsSMe4eEkrVmDOSmJpHXryPjnH4IjI2/4z1vcWjabjfvvv59169axZs0aZs2ahbe3t7PDEkKIayYJmhBlnKqqPPfcc0yfPh0onLf1/vvv88wzz1y2nd1q5dT8+aTu2UPWkSMoOh0uQUHUf+EFPGrXvq6Ydu7cyaRJk1izZg35F/SEVKlShcGDBzNkyBA6d+6MoiisXbv2mq+Tsm0bqs1WOHxNr7+hpeOzYmNJWrMGW14eikaDb+vW+LVqdVPma10qibrZDJ6eeDVsSF58vGNIX97Zs6Tt2cOZZctwDQkprEgZFITO1fWWx3e5pQFcXV159NFHefTRRwE4duwYs2bN4p133sFms3Hq1CmmTZvGtGnTCPHx4c4uXegVFobnZa5nCggg7J57SD9wgJQtWzAnJnJyzhx8WrTAr3XrW1K9VNx4Go2Ge+65h82bN7No0SIOHDjA/Pnzad68ubNDE0KIayIJmhBlWG5uLl26dGHXrl1AYUnz9evXExERcdl2qqqSuGYNZ1euJOfUKXSurtjMZvT165N/QS/X1Thz5gwffvgh33333UXzylq0aMG0adO4/fbbr7uimr2ggJxTpxzzqIz+/igaDXkJCWQdPUrGoUN41KlzzXOIbBYL59avJ/PwYQCMfn4E9+xZYUuxKxoNei8v3GvVIi8hAUVRsOfnkxsXR97p047j9J6emAIDHUsIGAMCSlSthBs39NRutVKQm4vNbMa9Th3UggLy4uMv26ZOnTq8+eabvP7663z//fd8/vnn7Nu3D5vNRkJaGl8sWsRXS5cyaNAgatWqRY0aNS55P3yaNcO9Vi3O/fUX2bGxpO7aRVZMDEFdu+J2iXai7FIUhdGjR9OqVSuGDBlCbGwsbdu25dNPPyUqKkqGPAohyh1J0IQoo44dO8bgwYOJjo4GCpOgDRs24Obmdsk2qqqSffw4qbt2kbJlC5aUFHRuboUFJDQa7BYL1oyMS7Yv7XybNm1i2rRpLFu2rMQ+Nzc3Bg0axNSpU69rDStVVbGmppJblJTlxsdjt1jIO3sWe34+KAqKRoNqt2M5f56ktWs599dfGAMCcKteHbfq1XGpUsXR83W5JCI3IYGkNWsoyM4GRcG3ZUv82rRBcwsWvHa27KJ5iy4hIXg1akRAp05YU1MLS/KnpZGfmUl+ZiZZx44VNiiqUGkKDMQUHIwpKAi9pyexX31V6vkvHHqq2mzkZ2WRn5HhOG9+ZqbjdUF2NunR0VhSUhy9VpaUFOwFBf/5PnQ6HaNGjWLUqFFkHD/Opy+/zJwtW/gnPh6bzcavv/7KggUL6N27N4MHD2bkyJGlPqDrPTwI7deP7OPHSVq3jvzMTM4sXoxHeDiBnTqhu8z/Z6JsatWqFXv27OGhhx5i+fLlPPzww2zatIlPP/0UVyf0EAshxLWq+E8lQpRDixYtYsSIEWRkZBAQEMCzzz7L//73v0t+EqzabGQeOULqrl1Yi3rItK6uuISEUJCTg6LTYUlOxr1WrSuq2FhQUMB3333HzJkzHb13xZo3b87EiRO56667rrn6os1iKUzIipKygqysEvt1bm6YAgKw5eU5tpkCA3ENDcUYGIg1NRVLcjKW5GRSd+1CYzDgWq1aYbIWGkrcjz9edH9yTp3CLSwMRavF4O1NcI8euNzCha+dqbShoT7NmjmKk9gsFiznzpGXlIQlKYm8pCQKsrKwpqZiTU119DaiqqQfPEhufDyaooqTdpsNz3r1OLt6NbbcXEcChqpeNiZN0VIB+enp2KxWVJuNrJgY7AUFV7xeWU5MDIPbtmXUo4/i16kT77zzDgsXLmT37t2sWLGCFStWMHbsWB599FHeeOMNXFxcLjqHe61auISGcn7bNtL27yfryBFyT57Ev0MHvBo1kt6XcsbX15clS5bwzjvvMHHiRLZu3YrNZnN2WEIIcVUkQROiDLHZbAwePJjFixcD0L59e+bNm0doaGipx9utVtIPHiRt797Ch2JAYzTi3aQJXo0akbBiBVkxMeRnZuJeqxYe9erh3bTpJa+fmprKCy+8wOzZszGbzUDhosMPPfQQffv2pWXLlpeM5XJUu528xMTCHrJTpzAnJqIWLawNhRUOXUJDcQsLw616dXQeHhz74gvcS5krV/2ee7AXFJB7+jQ5cXHknDyJLS+P7NhYsmNjUW020g8exJyYiKaogEp+Whqm4GDcwsLwbtaMgA4dKsV8oystTqI1GnGtVg3XatUc2wpycjCfO4c5MdHx34KcnMKv7GxcqlQBwJqcTO6ZM2QdPlxi/p6i06H39ETv5YXew6Pwv0WvtSYTx7/9Ft8LrpVx6BD5mZkkrl5NaL9+/1m90maxkF3U2+fVsCE6nY527drRrl07goODGTJkCP/88w/Z2dl88MEHzJgxg759+zJjxoyLhj9qjUYCu3TBs359EteswZKcTNKaNWQePkxQ164Y/fyu9JaLMkCj0TBhwgTatm1LYGAgHh4ezg5JCCGuiiRoQpQR8fHxtGvXjtNF84I6dOjA2rVrSy1JX5CXR/q+faRHRxeuqwXoXF3xiYjAq0kTx9yhsCFDSI+OxpqRgcHLC++mTUvtndi9ezdjx45ly5YtqBf0fAwaNIgvvvgCf39/1Px8VFV1JILFiuce/XsOUkF2dmHv2O7d2M+d41RRKfRiBh8f3KpXxzUsDNeqVUskTKqqXjax0BkMeIaH4xkejqqqWM6dI+fkSXLi4siNj8eWl0d+VhYuRfPU7AUFaI1Gqg4ciHutWpf+IVQw11OcROfmhnvNmo6FnYuHolrT08nPyEDv6YndakVrNGIKDMSvXTuMvr6FSZinJ1pX10v3+Jby8809c4b4JUvIPn6cc3/9ReDtt1+29yrryBFUmw2jnx/Gf80fbNiwIYcOHWLv3r089dRTbNmyBZvNxpIlS1iyZAktWrTg888/p3Xr1iXamYKCqD50KGn79nF+2zby4uM5OXs2Pi1b4tO8ealDYZ25npy4vK5du5Z4PX36dE6fPs0777yDvhJ8QCOEKL8kQROiDFi6dClDhgxxlNAfOHAg8+fPR6vVOkrlWzMy0Oj12KzWwofTovk6Bm9vfFq0wLNBg4seIDUGA76tWl3yukuWLOGpp57i1KlT/99GoyEyMpL333+fJk2aAIU9dUc//xzVZuP8zp0lzuF3220oWi21H3kES0qKo5fMkpJS2Lao+IPGaMS1alXHvDG956Xr7V1NYqEoiqMSoV/r1uRnZmJNS8OalobGYMCen4/OzQ2vJk1wvY65cpWdoijoPTww+vmh9/KiICcHAGNAAO61auHXsuUVD00s7efrXqsWVe64g7MrV5IeHY3OwwO/y/zuFq/n59mw4SUTpIiICDZt2kRycjLPPvssv/76K1arlT179tCmTRvatm3L2LFjGTx4sOOBXdFo8G3RAo86dUhav56cEyc4v20bsV99hXvNmuj/NUTYmevJiSt36tQpxo8fT35+Ptu3b7/syAQhhHA2SdCEcCJVVXn22WeZMWMGUJgcffTRRzz55JPA/5fKT9+/n5yTJ7FbLBj8/PBq2BCXKlXwbdUK99q1r2pB5eKehA8++IBNmzY5tnt6ejJq1CimTJlyyUIk53fsIDc+nvzMTAB07u7kZ2XhVq0asV9/XXLekaJgCgxEq9ejBARQZ/DgG7rw86VoTSaMfn4YfHxQbTaUomIXlaEQyK1yI5c7uJBneDi23FzObdhAyubN6Fxd8WrY8KLjLCkpmJOSUDQaPK9gkfaAgAB++uknvv32W95++2327dvH8uXL2bZtG9u2bcNkMjFixAgmT55MQEAAUFjVMrR/f7KPHSNp7VpsZjNnV61C5+aG3surcEHzm3QfxI0XFhbGvHnzGDFiBFu2bCEiIoLZs2fTvXt3Z4cmhBAXkScWIZwkNzeXXr16OZIkLy8v1q9fX2LtnrToaJI3bSLj0CF0rq4U5OaidXfHIzyckD59rmpoVUZGBqNHj2b58uVkFRXl0Ov13HbbbTz11FMMHTr0ojb2ggIsycnknj5N1rFj5F04d0xRUBQFa3o6eg8P1IIC9J6euBbNI3MNC0Pn4kJs0TpotyI5u5A8PN94N3PB7WI+EREU5OSQuns3SWvWoHVxcQyzLJbxzz8AuNWocVXrtxkMBiZNmgRAUlISM2fO5K233sJsNvPFF18wc+ZM7rzzTr788ksCAwNRFAWPunUxBQeT8c8/5MbHo/f0LCyOUtTbLcqPgQMHsnv3boYMGcK+ffvo2bMnr7/+Oi+//PI1FzwSQoibQRI0IZzgxIkTDBw40FFCv2XLlvz1118leq5Uu53kjRvJiYtD5+qKW82aoKpoTSa0JtMVJ2fZ2dk8+uijzJ07F3tRcuXu7s5TTz3FmDFjCCmqZKiqKvkZGZgTE8k7exZzUhKW5GRUux3VZsOSkoJaVA1NVVWKr641mXALC6P6ffdhCg52+nycW5FEVFa3asFt/w4dKMjJIfPwYRJWrKDa4MG4BAcDRRVLixI0r0aNrvkaQUFBTJo0ib59+/LMM8+wefNmVFVl8eLFLFmyhL59+/LNN98QGBiI1mjEvWZNck+fRuvigi0vD3NKCjaL5Ya8X3Hr1K5dmy1btjB27Fi++uorJk2axK5du1i0aJHT/3YJIUQx+chIiFvszz//pF27dkRHRxMYGMivv/7Kzp07SyRn9oICElasKKxEaDSiMRjQmkwUZGej9/S8ZKl8VVWxW63YrVasubk8P24cvr6+zJkzB7vdjkajYdCgQZw8eZIpkybhZbWSsm0bZxYvJvbLLznx/fec/eMP0qOjMSclodrtaF1ccK1RA9dq1TD6+RU+pCtK4XBGRcHo54dLSIhjn7MpioLGYCj1qyzEJ/6boigEd++OW/XqqAUFxC9e7Fg+IjsuDlteHloXF9yqV7/ua7Vs2ZKNGzdy6tQp7r77brRaLaqqsmzZMkJDQ/nggw8cFU01BgM2s7nwg4uCAjIPH6agaJ8oP1xcXPjyyy/57rvvcHFxoWvXrvK3QQhRpkgPmhC30Isvvsi7774LQNOmTVm+fPlFizzbzGbily0jLz4elypVMAUHOxb4/a9S+Wp+PjGffcbCHTt4Y8ECcouGYSlAn549+eill3Axm8lYupTk9PSL2itaLcaAAFyCgwsXJw4ORu/piZqfT97p07gEB5daJESIG03Ragnp04dT8+djTkzk1IIFjqqkqs2Ge926cAOHpVWtWpV58+aRkZHBM888w08//URBQQHPPfcc06dP59H27endvDmerq7YLBYy/v4bW14e8YsXE3bPPY7KqaL8GD58OJ07dy6x7ILNZkN7wXIRQgjhDJKgCXGLDBkyhAULFgAQGBjIxo0b8fxXJcP8rCzOLFqENTUVjdFIaL9+mAIDr6hUPsCmzZsZO2MG++LiHNsaennxepcuNO7Shfx9+8i/4HiDt7cjETMFBWEKCCixlpVD0bBBVVWpk59fYteFZfaFuJE0BgMhffuy55lnsJnNnN+6FVteHqqqYrNYCOzQ4YYPufTy8mLWrFl8/vnnfPfdd7z55pucOXOGSfPm8fqCBTzy8MPM+OADbFlZnFmwAMv58yQsW0bogAFSiKYcqnnB/Mb09HR69OjBuHHjuO+++5wYlRCisiv3Qxxzc3NZtGgRo0aNomnTpnh6euLm5kazZs2YPHky2f9as+lCP/zwA61bt8bd3R1fX1/69OnDli1bLnu9LVu20KdPH3x9fXF3d6d169Z8//33l21z5swZoqKiCAkJwWQyUa9ePSZNmuQYNlMas9nMq6++Sr169TCZTISEhBAVFcWZM2cuf0NEmWO322nfvr0jOWvUqBFxcXEXJWeWlBROzZuHNTUVnbs7YUOGFK4PVlQqPzgyEt9WrUpNzrZt20bDhg3p0q0b++LiMGm19K5Vi68iI/mwSROquLoWzhWrXh2/Nm0IvfNOaj/6KDWHD6dKr174NGuGS3Bw6ckZ/z9sUGs0onN3L/GlLRqCKUOExM2gc3HBs3598s6eJTMmhpzTpzGfO3dVxUGuhclkYvTo0Rw9epQPPvgAvV6PzWbji5kz8QkIYOacOVQdNAitwUDumTOc/f33Eouvi/Lns88+Y9euXdx///189NFHzg5HCFGJlfsEbfbs2dx11118++232O12evfuTadOnThx4gSvvvoqt912G+fOnbuo3bhx4xg+fDgHDx6ke/futG7dmlWrVtG5c2cWLlxY6rUWLlxI586dWblyJU2bNqV3794cPXqUESNGMG7cuFLbxMbG0qJFC2bNmoWfnx8DBgzAZrMxZcoUunXrhqWUSeZms5nIyEhHgjlgwACqVavGrFmzaNGiBbGxsdd308Qtk5eXR/369dm6dSsAkZGRHDhwABcXF+xWK6m7dpG4Zg0Jv//OyV9+oSA7G4OvL2H33IPR3/8/zx8bG0ubNm1o164d//zzD4qicG+7dvzQoQMvt2xJw6AgDL6++DRrRq1Ro6g6cCD+bdviXrMmOheXm/32hbghipdOcK1aFZcqVdBdYhmIm8FkMvHss8+SkJBAjx49gMIPBp999llqNm/OPqMRRasl+/hxktasKbHQuyhf/ve//zFmzBgAxo4dyyuvvCI/TyGEU5T7BM1gMPD4448TExPDwYMHmTdvHitXruTIkSNERERw+PBhnnnmmRJt1q5dy/Tp0/Hz82P//v0sWrSIlStXsmHDBrRaLSNHjiStaEJ6sbS0NEaOHInNZmP+/PmsX7+e+fPnc/jwYerUqcP06dNZt27dRfFFRUWRnJzM008/zYEDB5g7dy5HjhzhrrvuYuvWrUydOvWiNlOnTmXLli20a9eOmJgY5s6dy/bt23n//fdJTk4mKirqht5DcXOkpaVRo0YNjh49CsBDDz3E6tWrURTFsb5Z/LJlnJwzh9gvvyRt3z6MgYGE3X03eg+Py547NTWV/v37U6dOHXbs2AGAh4cHMz/7jPHt2+Ntt2NOTMRmNqNzdUXr4iI9XKJc0xgMeIaH41qt2k3vPSuNv78/f/75JwcOHKBRUfXIpKQk7nn4YYZ89hlHzp4l49AhkjdulIf6cqp4HcopU6YA8MYbbzB69GhsRdVrhRDiVin3CdpDDz3EZ599Rt26dUtsr1KlCp9++ikAv/32G9YL1qx5//33AZg4cWKJdu3atWP06NFkZGTw7bffljjf119/TUZGBgMGDGDQoEGO7UFBQUybNg2ADz74oESbnTt3smHDBgIDAx3HAOh0Oj7//HP0ej0ff/wx+RfM6cnPz+fjjz8G4NNPP8Xd3d2xb9y4cTRt2pQNGzawe/fuq7hL4lY7e/Ys3bp1c/TevvTSSyWGwqZHR5N55Ahp+/aRl5CAJS0Ne34+7rVqoTWZLnnevLw8Hn30UQIDA1m2bBlQ+CHFhAkTSE1N5Z5OnciNj8e1alUCOncmsHNnWQ9MVBiZR46Ql5AATvywoXHjxhw8eJDFixc7FrU+8M8/DHjnHSbNnUvc5s2k7trltPjE9VEUhYkTJzJz5kw0Gg1ffvkl99xzz2WnJAghxI1W7hO0y2nWrBkAFouF8+fPA4XDB9esWQMUFm34t+JtS5cuLbG9+GG4tDZ9+/bFZDKxevXqEn/Ei9v0798f478qfAUFBdGpUyfS0tLYvHmzY/umTZtIT0+ndu3aREREXHF8ouz4559/aNeuHfv27cPf3585c+bw5ptvljjGmpZG9rFj2K1W9F5euISGYvT1peAycyYXL15M/fr1+eqrr7DZbGg0Gh566CFSU1OZOnUqBampJK5bh99tt1H7kUdoMmkSdR9/3PElRTxEeebftm2JL2e78847SUxMZNasWdx7770AzNu6lcjJk5n25puk7d/v5AjF9Xj00UeZN28eBoOBHTt2kJqa6uyQhBCVSIUuOXX8+HEA9Ho9vr6+ABw+fBiLxUJAQMBF5c0BWrRoAeBYQLhY8evi/RcyGAw0btyYXbt2ceTIEUdiuL/oH+jS2hRvX7t2Lfv37+f222+/4jYXHifKlgULFnD//fdjtVqpW7cuv//+O7Vr1y5xjM1iIf3gQQpycynIzcUUGIjdZkPv5VXq+mZbt27lrbfeciTlAQEBRERE8OOPPxIYGAhAQU4O8cuWgc2Ge61aBN1+O8oNLEEuhLOU5YXHNRoNI0aMYMSIETzxxBNERUURGxvLtMWL+WnjRuZ+8w0dBw50aozi2g0ePJiVK1cSHBxMSEiIs8MRQlQiFTpBmzFjBgC9e/d29GCdOnUKoNTkDMDNzQ1vb2/S0tLIysrCw8ODzMxM0ovWjLpUu6pVq7Jr1y5OnTrlSND+61rF24uPu9Y2l1M8V+LfYmNjCQwMZO3atVd0HlEoJycHoNT7tmDBAj777DMAfHx8eOeddzh58iQnT550HKPm5lKwfTv2jAzsioJSpQqpViuKqytZdjvnUlNRis6dn5/PlClTHD2sWq2We+65h2HDhmEymTh48GDhOW02CrZsQU1LQ3F3R1e/PjHr19/M23BVLnfPxKXJfbt6zr5nr7zyCi+//DLx8fEkpKbS6a676Ni6NS+99tpFoyiulaqqcKk5UVrtNc01dfZ9K+vOnj3L2bNngcIPzGrUqOGowiv37OrI79rVk3t2bezlvKpuhU3QVqxYwTfffINer3dM+AUcZfddLzPJ3M3NjfT0dLKzs/Hw8ChRqv9S7dyKqopdeOx/XetGtRHO98UXX/Drr78C4OLiwgcffIDXv3rD7Kmp2HbuRLVY0Li6ohs6FNLTUXNyUNzc0NSogVK0jtL27duZMmUKeXl5QOHP/YMPPqBOnTolzqmqKrYDB1DT0kCvR9e6tdN7FYSorKpVq8b333/P8uXL+eyTT7Dk57Npxw4GDhjAk2PG0K9fv+u/iM1G/ooVpe7S9+kDshbbTbN//35ef/11PDw8ePXVV0usoSaEEDdShfxL/s8//zBs2DBUVeXdd9919GgBjupal/uU8d8VuK6kIldpx/zXtW5Um8v5+++/S93eqFEjcnJy6Nat21Wdr7Ir/gTrwvv26KOPOpKzgIAAoqOjCQ4OLtEuKyaGs4cOoYaEYAwIILR//1IrNebl5TFo0CBWrlzp2Hb//ffz/fffoyvlwSt1zx6StVqoVYuqAwbgVr36DXmfN1Jp90z8N7lvV6+s3LPIyEjenDKFob17s2TTJqz5+UyfPp3ExEQ+/vhj/Pz8Sm2nqirqvxaCL1a8ILzdauXoP/+Qsm1bif3+bdtS9/bbL7mI/eWUlftW1tWvX59Zs2Zx4MABXnrpJd54442LqkSLy5Pftasn9+zaaMr5NI8Kl6CdOXOG3r17k5aWxrhx4xg7dmyJ/R5FD8XFXcalyc3NBXBUUPS44EE6Nzf3ogWGS2tzJde6UW2E8zz44IP89NNPANSsWZO9e/eW6DlTVZXUXbtIKVoA3a1mTar06oW2lOFOCxcuZNiwYY6fsb+/P0uXLqXtJQoi5MTFkbxpEwCBnTqVyeRMiMrKxc2NhWvXsv6TT4h66y1OJiczZ84cVq1axfvvv8+wYcMueoBQ8/M5+vnnpZ6v5ogRFGRmkpeYSPbx45jPncMUGAh2O+aUFLJjY0nbvx+XkBCM/v6l/o0R1yckJIQNGzbQv39/Nm3axPjx46lVqxZ33nmns0MTQlQwFSpBS0lJoUePHpw6dYqRI0fy3nvvXXRMWFgYUJjIlSYnJ4f09HS8vb0dyZKnpydeXl5kZGRw5swZGjZseFG74vMVn7/4+717917yWpdqc7n4SmsjnGPixImO5Kx+/frs3bsXk8mE3WolPToaa1oamceOYc/LQ9Fq8WnenIBOnS4q3pGVlcXLL7/sWF5BURSioqL48ssvL/kJkCU1lYSVK0FV8WrYEO/mzW/qexVCXD2NXk+XJ55gfVAQW7Zt4/XffiMmPp7hw4fz9NNPM2/ePHr27HlRu5Rt27BbLNjy8rDn5+MSEoJqs6Fotag2G+Zz57BbrahFc9HsVivm5GSSN25E0WoB0Ht6YgwIwBgQgKnovzp39/+co3YlvXiVmbe3N3/++SeRkZFs3bqVQYMG8dVXXzFy5EhnhyaEqEAqTIKWlZXFHXfcweHDhx1/MEv7hyQ8PByj0UhycjJnzpy5qBjHnj17AGjatGmJ7c2aNWPDhg3s2bPnogQtPz+fgwcPYjQaCQ8PL9Fm8eLFjnP+W2nXKh6OeTVtxK03efJkR+n81q1bs3nzZnQ6nWMB6oxDh8g8fBjVZsPo50ed0aPxa9XqovPMmTOH8ePHc/r0aaBwaNS0adMc1TpLe1iymc2cWbQIm9mMa0gIgV27VvqHJiHKKq3RSNUBA2hrtbKgRg1+2rGDd3/9lYyMDHr16sXAgQOZO3cuhguHJqoqik6HzsODvLNnsefng6Kg9/JC7+VFXkICttxcVLsdRVEw+vnhGhqKW40aWNPTKcjKIj8zk/zMTLJjY/8/FpMJo79/icTN4ONTIt7L9eLVffxxlGsYQlnRuLi48Prrr/P+++/zxx9/EBUVRfXq1WUImhDihqkQCZrFYmHAgAHs2rWLXr16MWfOHLRFnyL+m4uLC926deP3339n/vz5F40fnz9/PsBFk7n79u3Lhg0bmD9/PsOGDSuxb9myZZjNZvr06YPpgkWG+/bty+TJk1m6dCkWi6VEFa+kpCQ2btyIl5cXHTt2dGzv0KEDXl5exMbGsnfv3ovWQrtUfOLWsNvtfP755/z2228AvP3224wfP96xPz06moy//+b89u1oDAZseXm416zJv9OnxMRE+vfvz66iBW1r1qzJzJkz6dGjR4nj/v2wpKoqWUeOYE1PJ6hbN0L69kUjRQGEKNN0bm5UGzSIU/PmMbJdO25r2JBHPvyQtLQ0Fi1aREhICGvWrKFJgwaFDRQFjcGA3WpF5+6OV+PG1HnkEXTu7titVnJPncK1WrWLrhPar1/h3x2zGUtyMubkZCzJyVhSUrCmpmIzm8k9c4bcC0ZoKBoN+SkpKF5epPn6ovf2xl5QcNFi22Vh7bmyRKvV8sILL9C0aVPOnj3rWCpHCCFuhHL/ZGez2bjvvvtYt24dnTp14rfffiv5SWQpxo0bx++//84bb7xB3759qVu3LlBYPnfmzJl4enoyatSoEm0efvhh3nzzTRYvXsxvv/3GoEGDADh37hwvvvii47wXat26NR06dGDz5s2MHz+eDz/8EICCggKeeOIJ8vPzeeqpp9BfUHXPYDAwZswY3nzzTcaMGcOff/7pqNz4wQcfEB0dTceOHbntttuu/aaJa1L8czt69CgA06ZN44UXXihxjCU1lczDh9EYDBgDA9EV/eysGRmOY3766SeioqLIL+oZq1evHnv37r1sZdHiggD5GRnkZ2XhFhZGSN++jvMLIco2vacnVQcO5PSCBTQGds+cyYtz5zJ/wQLOnz9PREQEkyZO5L6iAiKW8+cpyM5G5+qK3t3dUfzjStaF05pMuFarViKJsxcUYE1NdSRsluRkzCkp2C0W1IwM1IwMzv31F6rNRuquXZgTE/GoVw/XqlXJOHTo5t6cckpRFKZNm4bNZnMMR7cX9WrKqAYhxPUo9wnaJ598wsKFC4HCogpPPPFEqce99957+Pv7A9C9e3fGjh3LjBkzaN68OT169MBqtbJq1Srsdjs///yzY2HrYr6+vnz77bfcc889DBkyhC5duuDv78/q1atJT0/n6aefJjIy8qLrzpo1i3bt2jFjxgzWrl1Lw4YN2blzJ8ePH6dNmza8/PLLF7WZOHEiq1evZsuWLdStW5dOnTpx8uRJtm/fjp+fH7Nmzbre2yauks1mo0WLFo7k7N57770oOYPCwh2q3Y7NbEbv4UF+RkbhMCIvLywWC4MGDWJFUYlsRVF4+umnef/99y/Z41tMtdkwVamCarORn5WFe+3amIp+n4UQ5YPR35/QAQM489tvWBMSmDFyJEOHDuWBYcOwWCy8PmUKa+rX58MRI/DKzyfj779RdDrUC9bzURTlmoYZanQ6TIGBhYVFiqiqSkFWFqeXLkXNzMS9alXykpKAooQuLQ3tZT44EoWK/37n5+cTFRVFaGgob7/9tpOjEkKUZ+U+QUtLS3N8X5yolea1115zJGgAH374Ic2bN+eTTz5h1apV6PV6IiMjmThxYokhhxcaPHgwGzZs4I033mDbtm1YrVYaNGjAk08+eckJwnXr1mXv3r1MmjSJlStXsnDhQqpVq8bEiRN56aWXSgyJLGYymVi3bh1vvfUWs2fPZtGiRfj4+DB8+HCmTJlCtVKGtoibx26306ZNGw4cOABAjx49+OWXXy46Lv3AAQqyszH6+eFetD6Oe61aeNSrx1GrlTuqVHH8vgYGBrJy5cqLhrBeyGaxkHHoEBmHDpFXtEgqFE3+v0SZbiFE2eYSHExIv37EL15M1rFjdGjUiDNnztC1a1cOHjzIpsOHuffLL/nphx8ICgigICeHkL59b8r6hoqioPf0RFOlClSpQmi3btitVjIOHCD3zBnM584VHvcfHyCJQmvWrHEUjvL29uZ///ufkyMSQpRX5T5Be+2113jttdeuqe2IESMYMWLEVbXp0KEDv//++1W1qVat2lX3erm4uDB58mQmT558Ve3EjaWqKp07d2b37t1AYe9raf/o5p09y7n161G0WmpFRaE1GLBmZGDw8mLtsWMM79HDUT7/vvvu4/vvvy8xtNVxPZuN7Lg4sg4fJvvECexWK/mZmaAoWFNT0bm5oS9lmQchRPnhFhZGlTvuIGHFCjL+/htfFxeio6NZvXo1Dz/8MLHHj9OxSxeG9OjBqz17khMXh2e9ercktuwTJzCfO4dr1ap4hodfVEREXFrv3r159913eeGFF5gwYQLe3t6MHj3a2WEJIcqhcp+gCXGzqKpK9+7d2bx5MwBDhgzh8VLmfhTk5JCwYgWq3Y577dr4t2uHoijk5OTw/PPP88UXXwBQtWpVZs6cSZ8+fS66jvnsWTKPHCErJgab2ezYZ/D1xS0sDJ+ICFnXSIgKxKNOHYK6dSNpzRpSd+1CazTSo0cP9u3bx2OPPcavv/7K3JUrWbd1Kz+PG0dwZORN78nKz8oiad06/G67De+ICAI7dCix/2b04lU0zz//PGlpaUydOpUnnngCLy8v7rvvPmeHJYQoZyRBE6IUqqry3HPPsXbtWgD69OnDr7/+6njtOM5mI2HFCgqyszH4+hLcoweKovDjjz/yyCOPYLFYUBSF//3vf7z++usles2saWlkHj5M5uHDhb1kRXRubniEh+NZvz4GPz8oKCg1RnlYEqJ8827cGLvFQvKmTSRv3ozGaMSnSRN++eUXsrOz+f333zmXkUGv117jLZuNF19//abFotrtnP3jD+wWCy5VqhDUubMMbbxGb7zxBunp6Xz22Wc89NBDeHp60rdvX2eHJYQoRyRBE6IUb7/9NtOnTwfggQce4Mcffyz1uHMbNpCXkIDGYHDME3lo2DB+/PlnoHCo6sL58+nRvTuKTkdBXh5ZMTFkHj6MOTHRcR6NXo977dp41q+Pa7VqJRezlnWHhKiwfFu2xGY2k7prF0nr1qE1mfCoW5cVK1Ywa9YsHn3kEQpsNsZPnszStWv5448/Llvx9VrZjx4lz2pFYzBQ5Y47JDm7Doqi8PHHH5ORkcHPP//MAw88QFxcHN7e3s4OTQhRTkiCJsS/vPfee7z00ksATJ8+/aK18oplHDpEenQ0AFV69SIHaBseztFjxwDw8/Dgl7FjqXr4MAe3bcOneXPy4uP/vyKbouAWFoZn/fq416rlKKMthKhc/Nu3x2Y2k3HwIGdXrkRjMOBWvTojR46kY6NGRPbpw+nz59m0aRNBQUH88ccftG/f/oZd356Sgu3IEahZk6Bu3TBIInHdNBoNs2bNwm63ExUVJcmZEOKqSIImxAU+/PBDR/n8F1988ZLJmTkpiaSi4Y5+bdqw/cQJ+vfvT15eHgC3BQczrW1b1J07OZOXh0tICAZvbxStFlNgIJ716+NRr56sYyaEQFEUgrp2xW6xkHX0KAnLl1P1rrtwqVKFOq1asebNN3ntxx+ZvXkz2dnZ9O7dm19//ZVevXpd1XVUVUUtWn+xWIHZTMGuXaiqilfDhniGh9/It1ap6fV6Zs+eXWKbqqqyRpoQ4j9JgiZEkV9++YVnn30WKCyD//ol5nuoFgvxy5ej2my41azJj1u2MO6554DCB61xffsyQK8vnCOm11OQk1M4t6RlS7wbN5YS+UKIiygaDVV69cJmsZB76hTxS5ZQbfBgjP7+eNaty6S772bwXXfxyrffcujQIfr06cP777/P2LFjr/iBX83P5+jnn///a1UtLEx04gTa5s0J7NLlZr09Afzzzz+MHDmSOXPmULNoKRYhhCiN5r8PEaLiW7t2LQ888AAAnp6e/P3336WuUafa7RTs2kVBVhZ6b2++3rHDkZy5urqy/s8/GXX77VjS01FtNnQeHhj9/fFp3pyAdu0kORNCXJKi1RLaty8uVapgM5s5s2gR1owMPOrWBaCpuzu7d+4kKioKu93Os88+S926dcnIyLiq66Rs20bKtm0krVlD+oEDoChoW7SQYdY32eOPP8727dvp0aMHZy9Y21IIIf5NEjRR6UVHR9OrVy/sdjsmk4l9+/aVWNQcwG61krprF9Zly7AdPUqBzcZrixfz+ptvAvDwqFGsmjCBwOhokjdswHr+PNnHjpF15Agag0GGtAghrojGYCD0zjsx+vtTkJPDmYUL0Xt7ozWZsJnN2JKT+frrr3n77bcBiI2NpVq1avzzzz9XdR3P+vXRFRUbUQIC0Hh53fD3Ikr6+eefqVmzJrGxsfTq1YvU1FRnhySEKKMkQROV2smTJ2nTpg0FBQXodDq2bNly0dATu9XKqfnzOfHjj9j27MFy4gTvv/cecxYuRKfT8c033zDzs8/w8/AgZft2ck6dAgoftFyrVcO/TRtnvDUhRDmlNZmoOmAAek9P8jMyiF+yBNdq1QDIOnYMRVEYP34877zzTuG2rCyaNm3KkiVLrvgalvPnC+dDabUokpzdEqGhoaxatYrg4GAOHDhA3759yc7OdnZYQogySBI0UWnl5OTQs2dPzGYzGo2GlStXEhERcdFx6dHRpO7aRfr+/eTm5nLyxAn0Vit1jUbmzp1LVFQUULgmmjU9HY86dfBu1Ai3GjXwu+026jz6KHUff1zWLRNCXDGduztVBw1C5+qKJSWF7BMnAMg+dsxRCfbFF19k+fLl6HQ6CgoKGDBgAFOnTr2i8+clJGBOSkK12bAnJmLPz8dutTq+VFW9ae+tMqtduzarVq3Cx8eHbdu2MXDgQCwWi7PDEkKUMZKgiUopPz+fe++9l5iYGFxdXfnpp5+IjIws9disY8fIPHKE89nZ7D59mlNWK+5aLa+PH8+gQYMAsGZmknHoELbcXBSNBtcaNQo/mdZq0RgMMsxRCHHVDF5eVL3rLhSDAbvFgmqzUZCTQ/aJE45E6o477uDgwYN4enoC8PLLL3PPPfdcNsHyb9uWwE6dCouCKAr2EyewzpnD0c8/d3wVV3tUVbVE4iZJ3PVr3Lgxv//+O25ubqxZs4ZJkyY5OyQhRBkjVRxFpWO32xk5ciTLly/HZDLx559/0qFDh1KPzY2PJy06muMnT5KTnk6+quJnMNDhrrto2r8/ADlxcSSsWEFBTg6KVos9P5+cok+7hRDiehj9/Qnt04f9L73k6DnLOXUK96Kh2HUff5zw8HBOnz5NREQEx48f59dffwXgu+++K7GotaLXU/fxxx2v7VZrYTGStWuxHz5MYmYmWpMJ/wvWWPt35ccL1X38cRQpLHJN2rRpw+LFi5k6dSoTJkxwdjhCiDJGEjRR6XTp0oVNmzah0WiYN2/eJZOzvIQETv32G9/Nn489LQ2rquLn7k6TLl2o0a4dXk2acH7nTlK2bkUtKEDn7k5Inz5ojcZb/I6EEBWZS5UqeNSrR9KaNaiqSt7Zs5iTkvBv29ZxjKenJzExMQwfPpy5c+fy66+/cuzYMZYuXUpoaChQuAzIvxMql5AQFBcXcHVFazKRd/Ysabt3c2r+fEwBAeg8PbGmpZHx998ouv9/ZLjw2uLaREZG0q1bNxldIYS4iCRoolIZN24cmzZtAiAqKor+Rb1g/2ZOSiJmzhx++eknos+eZUt2Ng907Urnvn3ReHgQ2r8/iatWkR0bC4BX06bUGT0aje7i/6Vk7pkQ4noZvL0x+PqiMRpBVVELCi46RqvV8tNPPzF69GgGDRrE3r17adSoEevWrSt1fi0UJm24uaF4ehZ+uKQo2AsKMCcmYklORrXZyDxyhLzERFxDQ9F5eFAghS1umAuTsy+++IIGDRrQRdajE6LSkzlootKYN28e06dPB6Bly5Z89dVXpR5nTk7m4Hff8fXnn7Pz2DH2AO9+9BHfrF2LPiICTVAQZxYuJDs2FkWjISgykirdu6NzdXXMN7vwSz4dFULcCFoXFzzq1MGlWrUSvVn/1rFjR3bs2IG3tzcZGRm0bt2aP/7445LHK4oCWVnYCwpwDQnBu0kTgnv2xK9NG9zr1kXn6oqiKI4hluLGmzVrFo8//jhDhgzh5MmTzg5HCOFk0oMmKoXDhw9z//33A+Dr68vmzZtL7LdbraRHR5Nz5gx/L1vGL0uXkpCXxwlfXzavWEGjRo0Kjzt7loK9e7FWq1Y4pLFvX1yCg2/5+xFCVE7Zx49f0XE1atRg7ty59O3bl4KCAu644w6+/fZbRowYcdGx2vBwAPwvWGLEs149NAYDdquVnOPHKcjNRS0owJqWhkZGBdxw9957L5988gl79uxh4MCBbNq0CTc3N2eHJYRwEknQRIWXm5tLu3btsNls6HQ6duzYgfGCeWLF65ylR0dzeutWYmJj8VNVVgA7166lWrVq2MxmUrZvJ3/HDhRFwTU0lCp9+jgWehVCiJvtaud99ezZk927d9OuXTtyc3MZOXIkp0+f5pVXXgH+v2jImfXrAah7++2Otv8emi1zzm4uV1dXFi5cyG233ca+ffuIioril19+kREYQlRSkqCJCk1VVTp27Eh6ejoAv/76K7Vr1y5xTHp0NOn793Ny3TpOJiTgoihYgC+HDMG8bBlHCgrIPnYMa3o6BASgqV27sPS1VnvL348QovL5d/XFf++7nKZNm3Ls2DGaNGnC+fPnmTRpEqdOneKrr75yFA0pHi6pKaUi4/VcW1ydsLAw5s+fT7du3Zg3bx7NmzeXCo9CVFIyB01UaB9//DF79+4FYPz48QwcOPCiY7KOHePExo2cTEjgvM3GSZuNXo0b45WQwLmNG0lYtoz0gwdRNBp0ERHoGjeW5EwIccsoilLq/NYrneNapUoV4uLiqFk0hPHrr7/mzTffvCXXFlenU6dOfPLJJ0DhmnbLli1zckRCCGeQBE1UWKtXr2bcuHEAvPPOO7z99tsXHZNx6BCbZ8/m+MmTaBQFs6LQq107vDw9sVutaHQ6jAEBaHQ6vBo1QlNUrloIIcoTd3d3YmJiaN26NQATJ05k2rRpTo5KlOaxxx5j9OjRAMQWVQoWQlQukqCJCmnnzp3cdddd2Gw2HnroIV544YUS+1VVJWXbNtbOmMGKTZs4brUSY7Nx54ABeFevjt1sxma1otrt6L28MAYGopMJ20KIckyn07Ft2zbHsLnx48fz7LPPoqqqkyMT/zZjxgz++usvxo4d6+xQhBBOIAmaqHBSU1Pp2rUr2dnZVK9enZkzZ5YYiqPabCT++SfrvvyS+fPncyAvj2VGI099/TV+deqgaLXovLzQaLXYLBYKsrNRNPK/ihCi/FMUhalTpzp6zz788EOefvpp7FJCv0wxGAx06tTJ8TonJwebzebEiIQQt5I8dYoKxW63c9ttt5GTk4OiKHzzzTeYTCbHfpvZzJlFi/jj229ZsHAh27KzaTF0KHtXrEA5fRpFp8OlShVcgoMJ7d+f4G7d8G/bViqYCSEqlBdeeIEhQ4YAcOjQIelJK8OOHz9O27ZtmThxorNDEULcIlLFUVQoDzzwAMeL1gl66623iIyMRFVV1Px88jMziV+6lEU//8zW3bvZnJ3NwBEjeLF7d5LXrQPA6O9P4O23YwoIKPX8ZzZuvGXvRQghbqZ58+YxcOBAlixZwsGDB+nevTurV6+W4h9lzM6dOzl48CAHDx6kWbNmDB061NkhCSFuMknQRIUxa9YsfvnlFwDuuOMOxo8fj91qJXXPHo7PmoX53Dm2Hj/O1pMn+Ss7G28vL55u2BBLYiIavR6/Nm3wad78shUa5cFFCFFRKIrCokWLaNOmDTt37mTt2rX0799fKgeWMffeey979uxh2rRpREVFER4eTkREhLPDEkLcRDLEUVQIR44c4ZFHHgEKS0ovWbLEsQD1yTlzSNu3j9joaJLPnmVNZiZuBgPfdusGqop77drUePBBfFu2lPL5QohKRVEU3nrrLZo3bw7A8uXLGTx4sHODEheZOnUqvXv3Ji8vjwEDBpCcnOzskIQQN5EkaKLcU1WVu+++G5vNhl6vZ9u2beh0OtKjozm/Ywdp+/aRnJFBjtVKjt1OhJcXX0VE4OLmRkjfvoT264few8PZb0MIIZxCURTee+89OnToAMBvv/3Ge++95+SoxIW0Wi1z5syhXr16nD59mocffljmDApRgUmCJsq9GTNmcODAAcc/YGFhYQDkJSaSfewYqTk57E9L47jFgq/BwCutWuHi5YV306a4Fy3cKoQQlZmiKGzcuJGePXsChUVEZs6c6eSoxIW8vb2ZN28eBoOBJUuW8NVXXzk7JCHETSIJmijXdu7cyYsvvggUJmrFQ3NUVSXzyBFyzGZSkpKwqSoBej1t/f3RabXovbxkOKMQQlxAURRWrlzJ+PHjAXj88celJ62MadasGW+//TYdO3Z0JNNCiIpHioSIcuvMmTNERkaSn5/P4MGDeeKJJxz70vbu5ezJk+z45x/OW614GQxE1K2Ld+3aeDdqJMmZEEKUonhOWm5uLh9//DEvvPACSUlJvPvuu84OTRQZO3YsTz/9NFr5d0yICksSNFEuqapKp06dyMrKwmAw8NVXXzkqLJrPnWPnZ5/x67JlbEpLo15oKO9MnEhAw4Z4N26MxmBwnEfR6531FoQQokxSFIXp06fz+++/c+zYMd577z1cXFyYPHmys0MTgEZTcvDT0aNHqVu3rpOiEULcDDLEUZRLjz32GHFxcQBMf/99vNzcsFut5Jw5w1/jx/PjwoUczc6GKlX4ZvNmGkRF4d+2LTp3dzQGg+NLyuYLIcTFtFotBw8epHr16gBMmTKF77//3slRiQupqsqzzz5L/fr1WbNmjbPDEULcQNKDJsqdVatWOSZHt6lbl0ibjZjPPsOcmEj8nj3M27uXPJuNXWYza+fOJaBKFSdHLIQQ5Y/RaOTw4cOEhYWRnJxMVFQUdevWpX379s4OTVDY02k2m7Hb7Tz00ENER0fj5+fn7LCEEDeA9KCJciUvL49BgwYB4G4yMbVZM85t3MjpBQuIX7mSvw4cwGazsT03lx/mzqVNmzZOjlgIIcovk8nEnj17MJlM2O12unXrxunTp50dlijy/vvvEx4eTkJCAo888oiU3heigpAETZQrd955J9nZ2QDMfOQRDBoNBVlZ2CwWTqamEqTR4KnR8MyUKbLYqhBC3ABVq1Zl3bp1aDQaLBYLPXv2xGq1OjssAbi6ujJnzhz0ej0LFy7km2++cXZIQogbQBI0UW5s2rSJ1atXAzAqKoqWtWuTn56ONT2ds8nJFNjtuGo01K9fn6jISCdHK4QQFUfbtm357rvvHMMepbem7IiIiGDq1KlAYYXHmJgYJ0ckhLhekqCJciE3N5dRo0YB0LJlS2Z+9hkABTk5JKakkJWfT5bdTpbBQIdWrbBmZDgzXCGEqHAefPBBFi1ahFar5YcffpCqjmXIuHHj6NatG7m5udx///0UFBQ4OyQhxHWQBE2UCy+99BIxMTGEhoayatUqFEXBnp/POeC8xYJJo0Gv19OialX0Hh4YvLycHbIQQlQ4vXv35rOiD8hee+01/ve//zk5IgGFpfd/+OEHatWqxfPPP49OJzXghCjPJEETZd7777/PjBkzAPjmm2/w8fFB0eux1qjBH0ePkl5QgNXDg64DBhDYuTOe9evj3bSpk6MWQoiK6dFHH3UUYHrnnXek/H4ZERoaypEjRxg6dKizQxFCXCf5iEWUaXFxcYwfPx6ADh060KtXLwASz55lwmOP4a2qJPj4EPXhh5g0GgxeXng3bVpiMWohhBA31rp16wgLCyMlJYWoqCjq1KlDhw4dnB1WpXdhz1l6ejp6vR43NzcnRiSEuBbSgybKtJ49e2Kz2dDr9SxYsAC71Uryjh1MbNOGOhpN4UKd339PjR49CI6MxLdVK0nOhBDiJnNxcWHPnj0YjUbsdjtRUVGYzWZnhyWKLF++nAYNGvDKK684OxQhxDWQBE2UWW+99RZHjx4FYMaMGQT4+HBq/ny+f/RRmqkq1Q0GerRuTYPWrZ0cqRBCVD7VqlVj7dq1uLu7ExMTw6hRo6SyYxmh1WpJTExkxowZ7N6929nhCCGukiRookxKTk5m0qRJADRr1ozRo0eTumcPm2bPxuP8eQB8XV1p3qQJadHRzgxVCCEqrfbt27No0SJ0Oh2zZ8/mzTffdHZIgsJiLvfddx92u51HHnlEqjoKUc5IgibKBFVVsVutjq9+fftSUFCAVqvl999/R83PZ+NHH3F2714sqkoWEOLnR+ahQ1iLEjYhhBC3XmRkJJ999hn16tWjf//+zg5HFJk+fTo+Pj7s3buXjz76yNnhCCGugiRookxQ8/M5+vnnHP38c75/5hl27NwJwCPduhHk50dubi5z//wTDWDUaGjk7o4tNxeN0YheSuoLIYRTPfLII0RHR9OsWTNnhyKKBAUF8e677wLwyiuvEBcX59yAhBBXTBI0UaYkbtnC27/8AkB1Dw9Gt2nD+V27eH7AAHR2O+k2G+6enrh4eqJzdcXo54d348ZOjloIIYTRaHR8f+DAAWw2mxOjEQBRUVF06dKF3NxcnnjiCZkjKEQ5IQmaKFN+O3qUmLQ03PV6pjVoQPaxY/wwfTqp0dHYAdXVldCwMNzr1MHg749Xw4ZStVEIIcqQzz77jBYtWvDGG284O5RKT1EUZs6cidFoJCAgAIvF4uyQhBBXQNZBE06lqipqfj52q5VDJ08yc/9+AB5v0gQfo5Gjubls3rQJk6LQoFYtulSvjlavB1VF7+GBotU6+R0IIYS4kJeXFwUFBbz++ut07tyZrl27OjukSi08PJyYmBjCwsKcHYoQ4gpJgiacqnjumWqzMfqLL7DY7VQxGOiq0WD29uaH9esJ1moJrVWLu+65B/0FQ2iEEEKUPQ888ABr167l22+/5YEHHmDfvn0EBgY6O6xKTZIzIcoXSdBEmTDtm284l5cHwENVquASFMQPu3bR2GDgvM3G/e+9R8P27Uttq+j1tzJUIYQQ/+Gjjz5i27ZtHDp0iIceeogVK1ag0cisCmc7ffo0Y8aM4fnnn6dTp07ODkcIcQny11I43fnsbL7/5x8Awn196VGzJvuOH6e5RkN1g4Fe3bvTrH17NAZDqV+Kojj5HQghhLiQm5sb8+bNw8XFhT/++MNRTVA41zvvvMOSJUt49NFHZT6aEGWYJGjC6cZ8/TV2VUWjKHzQuzfnUlMxZWUB4OPhQfMGDUiXxaiFEKJcadSoER9//DEAL7/8MgcPHnRyRGLKlCkEBQVx+PBhpk2b5uxwhBCXIAmacKo1a9awt2htlrurVsWQnMzplBSsqko60KRnTwqysrBmZDgzTCGEENcgKiqK4cOHM23aNBo1auTscCo9Hx8fPvzwQwDefvtt4uPjnRuQEKJUkqAJpxoeFQWAl8HAi/fey/yTJ9ECJo2Glm3bUpCejt7TE4MsRi2EEOWOoijMmjWLcePGyXD0MuLee++lffv25ObmMnHiRGeHI4QohSRowmnWrFnD2cREAKY++CDWXr1IOXeODJsNe2AgVcLCcK9VC4969fBu2tTJ0QohhLgWFyZmubm5bN682YnRCEVRmD59OgDff/89e/bscXJEQoh/kwRNOEVBQQHjxo0D4N727blj8GDeeeIJDIqCtWZNBn/8MSF9+xLarx9hQ4bIYtRCCFHOnT59mqZNm9K7d29OnTrl7HAqtdatW/PAAw+gqirvvPOOs8MRQvyLlNkXTvH1118THR2Nl6srj7dsyY8zZlAtLQ2rhwdPffklAU2aODtEIYQQN1BoaCjBwcHExsby6KOP8vvvv8uwRyd66623qFevHs8995yzQxFC/Iv0oIlbLj4+nqeffhqAh5s148S+fbgdOEB1g4E7u3WjSni4kyMUQghxo2k0Gr755huMRiN//PEH33//vbNDqtSqVavGpEmTcHNzc3YoQoh/kQRN3HJDhgwhPz8fnUbD7Z6epB8/jl5R8DaZCK1aVUrqCyFEBRUeHs7kyZMBePbZZ0lISHByRALAbrdz6NAhZ4chhCgiCZq4pbZt28a2bdsAGNaiBftiYlCAHFWldtu22HJypKS+EEJUYOPGjaNVq1akp6fz+OOPo6qqs0Oq1M6ePUurVq3o0KED58+fd3Y4QggqSIK2e/du3n77bQYNGkRoaCiKomAymf6z3Q8//EDr1q1xd3fH19eXPn36sGXLlsu22bJlC3369MHX1xd3d3dat279n8M0zpw5Q1RUFCEhIZhMJurVq8ekSZMwm82XbGM2m3n11VepV68eJpOJkJAQoqKiOHPmzH++r7Js2LBhAHi4uNDI35+8nBxcNBqqh4Zi1GqlpL4QQlRwOp2OWbNmodfrWbJkCXPnznV2SJVaYGAgdrud9PR0Xn/9dWeHI4SggiRoU6ZMYcKECSxcuPCKh0uMGzeO4cOHc/DgQbp3707r1q1ZtWoVnTt3ZuHChaW2WbhwIZ07d2blypWOSlRHjx5lxIgRjoqE/xYbG0uLFi2YNWsWfn5+DBgwAJvNxpQpU+jWrRsWi+WiNmazmcjISCZPnkx2djYDBgygWrVqzJo1ixYtWhAbG3vlN6cMmTdvniP2Z/r25fVVq1ABq15P7WbNpKS+EEJUEo0bN+aVV16hX79+dOzY0dnhVGparZYPPvgAgM8++4zDhw87OSIhRIVI0Nq1a8ekSZNYunQpiUXral3O2rVrmT59On5+fuzfv59FixaxcuVKNmzYgFarZeTIkaSlpZVok5aWxsiRI7HZbMyfP5/169czf/58Dh8+TJ06dZg+fTrr1q276FpRUVEkJyfz9NNPc+DAAebOncuRI0e466672Lp1K1OnTr2ozdSpU9myZQvt2rUjJiaGuXPnsn37dt5//32Sk5OJKlrcuTxRVZUnnngCgBB/f/7Yu5dgnY7TBQU0HziQ6vfcIyX1hRCiEnnppZdYsmQJVatWdXYolV63bt248847sdlsvPDCC84OR4hKr0IkaOPHj+f111+nX79+BAUF/efx77//PgATJ06kbt26ju3t2rVj9OjRZGRk8O2335Zo8/XXX5ORkcGAAQMYNGiQY3tQUBDTpk0DcHwCVWznzp1s2LCBwMBAxzFQOLzj888/R6/X8/HHH5Ofn+/Yl5+fz8cffwzAp59+iru7u2PfuHHjaNq0KRs2bGD37t3/+T7LkhkzZjjGtj8eGcnO48cJNxppddttNHrwQYJ79MC3VStJzoQQopLQarUlyuzL/CfnmjZtGlqtlmXLlrF161ZnhyNEpVYhErSrYTabWbNmDVBYTfDfirctXbq0xPZly5Zdsk3fvn0xmUysXr26xLyy4jb9+/fHaDSWaBMUFESnTp1IS0tj8+bNju2bNm0iPT2d2rVrExERccXxlWWqqjJ79mwAWjVsyG87dhCi09G4Rg3uGDAAr4YNnRyhEEIIZ8nKymLEiBE0btz4otEr4tYJDw9nxIgRAEyaNMm5wQhRyVW6BO3w4cNYLBYCAgJKHVbRokULAKL/Veq9+HXx/gsZDAYaN26M2WzmyJEjju379++/ZJsLtxcfd61tyrpFixaxc+dOXF1d6Vm/PntPnKCZpyeDhwzBp2lT6TUTQohKTK/Xs337dhITE3nttdecHU6lNnHiRHQ6Henp6WRmZjo7HCEqrUqXoJ06dQrgkmPe3dzc8Pb2Ji0tjaysLAAyMzNJT0+/bLvi7cXnv5Jr3ag2ZVlBQQETJkwAYFj//ry/dCm+Wi2Du3XDy9sbn2bNnByhEEIIZzKZTCWG9h88eNDJEVVeNWrUYPfu3ezYsQNPT09nhyNEpaVzdgC3WnZ2NgCurq6XPMbNzY309HSys7Px8PBwtLlcOzc3txLnv5Jr3ag2l9OoUaNSt8fGxhIYGMjatWuv6DzX6osvvuDIkSMYjUZWrV2LJT+f1h4eBAUFEWexcGbHjpt6/RstJycH4Kbft4pE7tm1kft29eSeXZuycN80Gg2dOnVi48aNPPTQQ7z77rsl5qeVNWXhnt1MpRU9uxEq+n27GeSeXRu73e7sEK5LpetBK14Q83J/+P+9aOaVLKJZ2jH/da0b1aasKigoYNGiRQAE+flxIjkZN42GPi1botVq0dSu7dwAhRBClBmjR4/GYDCwd+9eNm7c6OxwKr2cnBxWrFhRrp47hKgoKl0PmoeHB/D/n0iUJjc3F8BRQbG4TfG+0rr9/93mSq51o9pczt9//13q9kaNGpGTk0O3bt2u6DzX4vnnn3dUqDyfmgpAm4AA7ho4ENdq1ah211037do3S/EnWDfzvlU0cs+ujdy3qyf37NqUpft25MgRJk+ezKxZs3jxxRcvO9rFmcrSPbsZLBYLtWvXJj4+nl69etGjR48bct6Kft9uBrln10ajKd99UOU7+msQFhYGwJkzZ0rdn5OTQ3p6Ot7e3o5kydPTEy8vr8u2K95efP4rudaNalMWFRQU8MknnwAQHBREjtmMXlH437BhAPiUUqFSCCFE5TZ+/HiqVauGxWIpUXRL3FpGo5G7774bKKzoKL1oQtxalS5BCw8Px2g0kpycXGoStGfPHgCaNm1aYnuzomIWxfsvlJ+fz8GDBzEajYSHh19Rm0td61ralEXjx4/HYrEAkJiUBMDgJk0Iq1YNg68vbjVqODE6IYQQZZGrqyuLFy8mJiam1KVmxK0zfvx4XFxc2LZtGytXrnR2OEJUKpUuQXNxcXF0E8+fP/+i/cXb+vXrV2J73759L9lm2bJlmM1mIiMjMZlMF7VZunSpI1kplpSUxMaNG/Hy8qJjx46O7R06dMDLy4vY2Fj27t17xfGVJQUFBXz66acAeBf1POo1GiZc0HtWlid/CyGEcJ6IiAipIFgGBAcH8+STTwLSiybErVbpEjSAcePGAfDGG29w9OhRx/atW7cyc+ZMPD09GTVqVIk2Dz/8MJ6enixevJjffvvNsf3cuXO8+OKLJc5brHXr1nTo0IFz584xfvx4x/aCggKeeOIJ8vPzeeqpp9Dr9Y59BoOBMWPGADBmzJgSc9E++OADoqOj6dixI7fddtv13oab5q233nIkpHl5eQA82a0bRoMBrYsLnvXrOzM8IYQQ5YCqqsyePZtNmzY5O5RKq3ge4K5du1i9erWzwxGi0qgQCdry5ctp27at4wvAarWW2LZ8+XLH8d27d2fs2LGcP3+e5s2bM3DgQPr06UPnzp3Jz8/n22+/xdfXt8Q1fH19+fbbb9FoNAwZMoSuXbty9913Ex4ezrFjx3j66aeJjIy8KLZZs2bh5+fHjBkzaNq0KUOHDiU8PJzffvuNNm3a8PLLL1/UZuLEibRp04YtW7ZQt25d7r33Xtq2bctzzz2Hn58fs2bNusF38MZRVZUlS5YAULNGDSxWK82qV2f0nXcC4N2sGRpdpatNI4QQ4ip98MEHPPDAA4wZM6bcl8wurwICAnj44YcBmDZtmpOjEaLyqBAJWnJyMtu3b3d8QWGicOG25OTkEm0+/PBDZs2aRYMGDVi1ahVbtmwhMjKSv/76i8GDB5d6ncGDB7NhwwZ69erFvn37WLFiBbVr1+bbb79lxowZpbapW7cue/fuZcSIESQnJ7Nw4UIURWHixImsW7euxJDIYiaTiXXr1vHKK6/g6urKokWLiIuLY/jw4ezdu5c6depc5x27edatW8euXbswGo2ciIsD4OWBA1FtNhStFu8mTZwboBBCiHJhxIgReHp6sn//fubNm+fscCqtcePGYTQaCQgIwGq1OjscISqFCtGVMWLECEaMGHFL2nXo0IHff//9qtpUq1btqnu9XFxcmDx5MpMnT76qds725ptvAqDVagFoW7cuzWrXRrXb8WrYEF0ZLZkshBCibPHz8+OFF17glVde4ZVXXmHw4MElpgSIW6N69erEx8fj5+fn7FCEqDQqRA+aKBsWLFjgWK+jeL22kZ06YS9aC827eXNnhSaEEKIcGjt2LAEBARw7dqxMD++v6CQ5E+LWkgRN3DAvvPACgKNCY63AQLo0a4ai1eJWsybGf83rE0IIIS7Hw8PDMVf79ddfdxSeEs5x5MgR5syZ4+wwhKjwJEETN8TWrVs5ceIEgKMU77T773f0nvm2aOG02IQQQpRfo0ePJiwsjISEBMcSLuLWO3DgAA0aNGDUqFEXzesXQtxYkqCJG+Kpp54q8bpJWBiNqldHo9NhDAjAJTTUSZEJIYQoz4xGI6+99hqtWrWiZcuWzg6n0mrcuDEtW7YkLy9PEmUhbjJJ0MR1O3PmDLt37y6xbdr996MWFADg27KlLEwthBDimg0fPpwdO3bQtWtXZ4dSaSmK4lj39ZNPPnHMNRdC3HiSoInr9u/es4iaNanu54ei06Fzd8ejDC8LIIQQouzTaDTyQV8ZMGjQIGrVqsX58+eZPXu2s8MRosKSBE1cF5vNVmIRcJNez1v33QeqiqIo+DRvjlJUcl8IIYS4HmlpaUyZMkUWTXYSrVbLk08+CRT2ohXPORdC3FiSoInrsmLFCvLz8x2fbD4cGUk1T08UnQ6NXo9X48ZOjlAIIURF8ddffzFp0iTefPNNMjIynB1OpTRy5EhcXFzYv38/mzdvdnY4QlRIkqCJ6zJjxgygsHKju4sLD3bujKLRoGg0eDVqhNZodHKEQgghKoo777yThg0bkpmZyWeffebscColHx8fhg0bhq+vL6dPn3Z2OEJUSJKgiWv2999/s2bNGsfr2xs0wL14joCi4BMR4aTIhBBCVEQajYYJEyYAMH36dClU4SRTp07lzJkz3Hfffc4ORYgKSRI0cc0eeuihEq8f7t4dNBo0BgMedeqg9/R0UmRCCCEqqqFDh1KzZk2Sk5P55ptvnB1OpeTv74+Li4uzwxCiwpIETVyTlJQU9u7d63gdHhJCPX9/sNsB8JGFqYUQQtwEOp2O8ePHA/Duu+9itVqdHFHlZbfbWbVqlfwMhLjBJEET1+TFF18sUb3p1bvvxm6zoXVxwSUkBJfgYCdGJ4QQoiIbPnw4VapU4fTp0/z888/ODqfS6t69Oz179mTBggXODkWICkUSNHFN5s6d6/g+1M+PiLAwsNkAZO6ZEEKIm8pkMjF+/HiGDx9O+/btnR1OpdWlSxcAvvrqKydHIkTFIgmauGpz584tMTF7bO/eFOTmonVzQ+/lhXutWk6MTgghRGUwduxYvvvuO8LDw50dSqU1cuRIFEVh3bp1xMbGOjscISoMSdDEVZs6darje09XV/q3avX/C1NHRKBo5NdKCCGEqOjCwsLo2bMnAN9++62ToxGi4pAnaXFVMjIyOHDggOP1kz17UpCVhdbVFa3JhFeDBk6MTgghRGWzb98+Ro4cyd9//+3sUCqlUaNGAfDdd99RUFDg5GiEqBgkQRNXZcmSJY7iILVCQniwc2cANDodXo0bozEYnBmeEEKISmbKlCl89913fPTRR84OpVK688478fPzIyEhgT/++MPZ4QhRIUiCJq7Kd9995/j+oQ4dsOXkoNHrUTQafJo1c15gQgghKqVnnnkGgB9++IHz5887N5hKyGg08uCDDwKwfPlyJ0cjRMUgCZq4YidPnmTt2rUA6LRa+rdqhWq3o3VxwSM8HJ27u5MjFEIIUdl07NiRiIgIzGazVBN0kqeffpq//vqLTz/91NmhCFEhSIImrljxp5QAtYODMRUVBgHwlYWphRBCOIGiKIwdOxaATz/9FFvRki/i1qlZsyadO3d2PBMIIa6PJGjiitjtdpYtW+Z4/cwdd2DLzUXn4YFrWBhGf38nRieEEKIyGzp0KH5+fpw5c4aVK1c6O5xKLT8/39khCFHuSYImrshPP/3kqM7kbjLRpX59VAo/ufSVhamFEEI4kdFoZMSIEQDMnDnTucFUUqqq8tRTTxEcHMzhw4edHY4Q5ZokaOKKvP/++47vB7VuTX56OgYvL4x+frhWr+7EyIQQQgh45JFHqFatGq1bt3ZUGxa3jqIonDhxgtTUVH7++WdnhyNEuSYJmvhPFouF6Ohox+une/cuXJhaqy1cmFrGnAshhHCy8PBw4uLimDhxovy75CTDhg0DCkfdSJIsxLWTBE38p+nTpzu+b1i1Kvq8PHSenuhcXfEID3diZEIIIcT/02jkscaZ7rzzTtzd3YmLi2PLli3ODkeIckv+kon/dOF4/nF9+6LabGiNRrybNUOj0zkxMiGEEKIkq9XK4sWL2bVrl7NDqXRcXV0ZNGgQAHPmzHFyNEKUX5KgicuyWCycPn0agGp+frQJCUHr6oqi0+HVpImToxNCCCFKeuWVVxg4cCDvvfees0OplO69914AFixYIEseCHGNJEETl/XHH384/sCOiozEZjajd3fHq2FDdC4uTo5OCCGEKKk4QVi0aBHp6enODaYS6t69O97e3iQmJrJ582ZnhyNEuSQJmrisd955BwCNonBHw4YoOh0oCj7Nmzs3MCGEEKIUERERNGrUCIvFwq+//urscCodg8HAmDFjmDBhAtWqVXN2OEKUS5KgiUvKyspi69atAPi6u2PIy8Pg44N7jRoYfHycHJ0QQghxMUVRGD58OADff/+9k6OpnKZMmcLUqVOpWbOms0MRolySBE1c0jvvvOMokzusXTtQFBSNBp+WLZ0cmRBCCHFpDzzwABqNhs2bN3Ps2DFnhyOEEFdFEjRxSV988YXj+6GNG2P098cUGIhLSIgToxJCCCEuLyQkhMjISAB++eUXJ0dTOZnNZpYtW8bcuXOdHYoQ5Y4kaKJUVquV8+fPAxDg4YFRp0Oj0+HTooUsACqEEKLMu++++wCIjo52ciSV08qVK+nfvz//+9//ZNFqIa6SJGiiVB999JHj+7Ht26P39kbn4YFH3bpOjEoIIYS4MkOGDOHQoUPMmzfP2aFUSj179sTFxYW4uDhJkoW4SpKgiVJduH7MHY0aoXN1xadZMxSN/MoIIYQo+zw8PGjQoIGzw6i0XF1d6dmzJ1C45IEQ4srJ07Yo1blz5wCo6uGB3sMDjcGAV+PGTo5KCCGEuHp5eXkyzM4JBgwYAMDixYudHIkQ5YskaOIiS5cudfxD9mr37ui9vfFq1Ait0ejkyIQQQogrp6oqw4YNw9/fn7///tvZ4VQ6ffv2RVEU9u7dS3x8vLPDEaLckARNXGT+/PkA6DUaWoWHo9Fq8YmIcHJUQgghxNVRFIXMzExyc3P57bffnB1OpRMYGMhtt90GwIoVK5wcjRDlhyRo4iLLliwBoHPVqpgCAnCvUwe9h4eToxJCCCGu3l133QUgCZqT9OvXD4Bdu3Y5ORIhyg9J0EQJ58+fJzU9HYDImjVRtFp8W7RwblBCCCHENerfvz9arZb9+/cTGxvr7HAqnYcffpgjR44wc+ZMZ4ciRLkhCZoo4aH77wdAB/Tp0QOX0FBMQUHODUoIIYS4Rv7+/nTq1AkonGMtbq0qVapQr149Z4chRLkiCZooYc369QC463SY3N1l7pkQQohy78477wQkQRNClA+SoAmHgtxcLFYrAK1CQzF4e+Neq5aToxJCCCGuT//+/QHYsGED6UXD+MWtExsby+DBg3n22WedHYoQ5YLO2QGIsuOtCRMc3z89eDA+EREoiuLEiIQQQojrV6dOHR588EEaNGiA3W53djiVjqenp6NIS2pqqpOjEaLskwRNAKDabHz+448A6BWFBvXq4dmggZOjEkIIIW6MH374wdkhVFoBAQFERESwd+9e9u7dy5AhQ5wdkhBlmgxxFABkHTtGYtGwjxB3d7ybNEGj1zs3KCGEEEJUCN27dwdgz549To5EiLJPEjSBqqqc3rQJVVUBuKNFC7ybNXNyVEIIIcSNlZyczC+//EJcXJyzQ6l0IiMjgcIErfh5QwhROknQBOazZ/l24ULH63HPPIPOzc2JEQkhhBA33siRI7nvvvuYP3++s0OpdDp27IhOp+PcuXOcOHHC2eEIUaZJgiZI27ePHUeOAFDD05Owjh2dHJEQQghx4xUPs/vzzz+dHEnl4+bmRv369QFYt26dk6MRomyTIiGVmapiSU0lKyaGwydPAtCyQQOM/v5ODkwIIYS48Xr06AHAxo0bsVgsGI1GJ0dUubRq1QoorOoohLg06UGrxNTsbA68/jrRCxeSXVAAQM+ixTyFEEKIiqZhw4YEBQVhNpvZtm2bs8OpdB588EFmzJjB3Xff7exQhCjTJEGrxNTcXBL//JO/Dh3CrKpogI7+/tiLFqsWQgghKhJFUejWrRsAa9ascXI0QghROknQKjO7HTU/n/25uQCYNBrS1q4lVUrgCiGEqKC6du0KwF9//eXkSCqvjIwMzp496+wwhCizJEGrzFQVVJWjRT1m1fR6zMnJpO3f7+TAhBBCiJujS5cuAGzbtg2z2ezkaCqfuXPn4uPjw+TJk50dihBlliRolZxdVUkpmn/W0tUVVVVRnByTEEIIcbPUrVuXX375haNHj2IymZwdTqVTpUoVVFVl69atzg5FiDJLqjhWcietVmxF33d1d0drMski1UIIISosRVG49957nR1GpW2+prIAABxkSURBVNWoUSMADhw4QFZWFh4eHk6OSIiyR3rQKrmN2dlAYaYeZDLhWqUKvi1aODcoIYQQQlRIfn5+VK9eHbvdzo4dO5wdjhBlkiRoldyBovH3gTodqCqGgAA0BoOToxJCCCFunuzsbN5++23uv/9+VFV1djiVTtu2bQHYvn27kyMRomySBK2Sy7QVDnCsZzSCqqLa7U6OSAghhLi5jEYjr7/+OnPmzCEmJsbZ4VQ6bdq0ASRBE+JSJEGr5DKLErIBXl6gquSnpzs3ICGEEOIm0+v1tGzZEkAWrHaC1q1bA8gQRyEuQRK0MsxsNvPqq69Sr149TCYTISEhREVFcebMmRty/gJVJcdux6AoVDcaQVHQy2RdIYQQlUBxL44kCbdeREQEI0aM4JVXXsFms/13AyEqGaniWEaZzWYiIyPZsmULVapUYcCAAcTFxTFr1iyWLVvG1q1bqV279vVdo2jcfU2DAZ2igKLg3bTpjQhfCCGEKNOKe3F27tzp5EgqH1dXV2bNmuXsMIQos6QHrYyaOnUqW7ZsoV27dsTExDB37ly2b9/O+++/T3JyMlFRUdd9jZzi+WbFE6QVhbDBg6/7vEIIIURZd9tttwGwf/9+rFark6MRQoj/JwlaGZSfn8/HH38MwKeffoq7u7tj37hx42jatCkbNmxg9+7d13edosQstLhqo0aD7oJrCSGEEBVVzZo18fHxwWq18vfffzs7HCGEcJAErQzatGkT6enp1K5dm4iIiIv2DxkyBIClS5de13WKCws3N5kKv5EKjkIIISoJRVGIiIjAYDAQFxfn7HCEEMJB5qCVQfv37wegxSUWjC7eXnzc9Wpd3GumkXxdCCFE5TF79mx8fX3R6/XODkUIIRwkQSuDTp06BUDVqlVL3V+8vfi4y2nUqFGp2w8fPuz4/oX4+MJvNBqeqlHjKiKtfOxFvYwaSWavmNyzayP37erJPbs2ct+untyzayP37erJPbs28fHxmIpHiJVDkqCVQdnZ2UBhlaPSuLm5lTjuWtjtdkyKQoDu/38FdO7uuBSdW5QuNjYW4LoraFYmcs+ujdy3qyf37NrIfbt6cs+ujdy3qyf37NrY7Xby8vKcHcY1kwStDFKLincoinLZ/VfiUhOfi3vWZGL01ZH7dvXknl0buW9XT+7ZtZH7dvXknl0buW9XT+7ZtbnUCLLyQvpLyyCPosWic3JySt2fm5sLUKK6oxBCCCGEEKL8kwStDAoLCwPgzJkzpe4v3l58nBBCCCGEEKJikAStDGrWrBkAe/bsKXV/8famTZvespiEEEIIIYQQN58kaGVQhw4d8PLyIjY2lr179160f/78+QD069fvVocmhBBCCCGEuIkkQSuDDAYDY8aMAWDMmDEl5qJ98MEHREdH07FjR2677TZnhSiEEEIIIYS4CRT1akoCilvGbDZz++23s337dqpUqUKnTp04efIk27dvx8/Pj23btlGnTh1nhymEEEIIIYS4gSRBK8Py8vJ46623mD17NqdPn8bHx4fevXszZcoUqlWr5uzwhBBCCCGEEDeYJGhCCCGEEEIIUUbIHDQhhBBCCCGEKCMkQRNCCCGEEEKIMkISNCGEEEIIIYQoIyRBE0IIIYQQQogyQhI0IYQQQgghhCgjJEETQgghhBBCiDJCErRKxmw28+qrr1KvXj1MJhMhISFERUVx5swZZ4d2VXbv3s3bb7/NoEGDCA0NRVEUTCbTf7b74YcfaN26Ne7u7vj6+tKnTx+2bNly2TZbtmyhT58++Pr64u7uTuvWrfn+++8v2+bMmTNERUUREhKCyWSiXr16TJo0CbPZfMk2N/tnk5uby6JFixg1ahRNmzbF09MTNzc3mjVrxuTJk8nOzr5k2/9r796DorrPN4A/u9whulyN0HpDFBvUVDFqFAQbFWWSElRALQnkohRToTpNTVLUjMaOVUmNjCSt411RDNLMxBJtDFVqQayJ0YqixGAxsXgDlJuw4Pv7g98eXXdZtonChvN8ZnYmfC+cd58l7r57O2rO7d1338X06dMxaNAg6HQ6ODk5oV+/fkhISEBJSUm7+9Sc2YOqqqrQq1cvaDQaDBkyxOJaNecWHh4OjUbT7uXAgQNm96k5M4PKykosXLgQgwcPhouLCzw9PREcHIzf/va3ZterObPDhw9b/DszXJYvX26yV825AcCxY8cwY8YM9O7dGw4ODvD09MQzzzyDnJycdveoPTOgLbeoqCh4e3srtaWlpaGhoaHdParPTUg1GhsbZdy4cQJAfH19JTY2VkaPHi0AxMfHR7766quuLtFqUVFRAsDo4uTkZHHPwoULBYC4uLhIVFSUREREiL29vdjZ2Ulubq7ZPbm5uWJnZycajUbCwsJkxowZ4u7uLgBk4cKFZvd89dVX4uPjIwBk6NChEhsbK/7+/gJAnn76ablz547Jns64bTZu3KhkFRQUJDExMRIRESE9evQQADJkyBC5evWqyT615+bl5SXOzs4yevRoiY6OlujoaBk8eLAAEEdHR8nLyzPZo/bMHpSQkCAajUYASGBgYLvr1J5bWFiYAJAZM2ZIQkKCyeX06dMme9SemYhIYWGhUv8TTzwhsbGxMm3aNOnXr5/Y2dmZrFd7ZufOnTP795WQkCDx8fHK/UR+fj5zu8/evXtFq9UKABk1apTExcVJaGioMrZ48WKTPWrPTERk586dYmdnJwAkODhYoqOjpU+fPgJAnnzySbl9+7bJHuYmwgZNRZYsWaL80dXW1irj6enpAkAmTJjQhdX9b1atWiVLly6Vjz/+WCorKzts0D777DMBIF5eXnLhwgVlvLCwUBwdHUWn00lVVZXRnqqqKtHpdAJA9u3bp4xXVlZKQECA2TswEZEJEyYIAElJSVHG9Hq9REdHCwBZunSpyZ7OuG22bdsmycnJRtdfROTKlSsyYsQIASCzZ882mmNuIkePHpXGxkaT8czMTAEgfn5+0tLSoowzM2OHDh0SADJv3jyLDRpzu9eglZeXW7WemYl8++234u7uLi4uLmYfuBUXFxv9zMwsy8vLEwDSp08faW1tVcbVnpter1ceyO/Zs8dorrCwUJydnUWj0Rg9OFd7ZiIily9fFmdnZwEgmzdvVsbv3LkjMTExAkB++ctfGu1hbm3YoKlEc3Oz8kzCF198YTI/fPhwASAnTpzoguq+v44atMjISAEgf/zjH03mUlJSBICsXbvWaHz16tUCQKKiokz25ObmCgB59tlnjcaPHz8uAKRXr14mz7xUVlaKg4ODeHh4SHNzszJuC7dNYWGhkmFTU5MyztwsM/zDX1JSoowxs3saGhokICBAnnjiCblw4YLFBo25/e8NGjMTeeGFFwSAZGRkWLWemVk2Z84cASBvvPGG0bjac/v3v/8tQNs7TcwxvKsnOztbGVN7ZiIiK1asEAAyefJkk7lr166Jq6urODg4yI0bN5Rx5taGDZpK5OfnCwAZOHCg2fnly5cLAFm2bFnnFvaQWGrQGhsbxcnJSQDI5cuXTeYLCgoEgISFhRmNG55Z2bFjh8mepqYmcXZ2FmdnZ6NXV5YuXSoA5JVXXjFby89+9jMBIH//+9+VMVu4berr6wVoe1vLlStXRIS5WSMwMFAASFlZmYgwswctXrxYNBqNHDlyRMrLy9tt0Jhbm/+lQWNmbc+aOzk5iU6nM/sq94OYmWV1dXXi5uYmAOTMmTPKOHMT5Qmmjhq0Tz/9VESYmcHzzz8vAGTlypVm50eNGiUAZPv27SLC3O7HLwlRiVOnTgEARo4caXbeMG5Y152UlpaiqakJPj4++PGPf2wyb7jup0+fNho3/GwuM0dHRwwdOhR37tzB+fPnlfHvkrMt3DZff/01ACgfegaYW0e2b9+O8+fPY/DgwfD39wfAzO53+vRppKen46WXXsKECRMsrmVuxjZt2oT58+fjV7/6FdavX4+KigqTNcwM+Oc//4mmpiaEhITAwcEBOTk5+PWvf43XXnsNGRkZuHr1qtF6ZmZZbm4u6uvrMWLECAQFBSnjzA3w9/eHv78/SktLsXfvXqO5oqIiHDx4EAMGDFD+rWNmberr6wEAHh4eZucNjzcMx2Fu97BBUwnDHby5P/j7x809EPih6+i6u7m5wd3dHdXV1aitrQUA3L59GzU1NRb3mcvsu+RsC7fNe++9BwCYOnUqnJycrKpLbbmtWbMGiYmJiImJwdChQ5GQkAA/Pz9kZWVBq9VaVZNaMrt79y7mzp0Ld3d3rF69usP1zM3YO++8g/fffx8bNmxAamoqAgICsGLFCqM1zAzKt6g+/vjjCA0NRUxMDN577z1kZmYiJSUFAwcOxIcffmh1TWrIzJKdO3cCAF544QWjceYG2NnZYevWrdDpdIiLi8NTTz2FWbNmISwsDCEhIfjpT3+Kv/3tb3B0dLSqJjVkBgA+Pj4AgP/85z9m5w3jly5dsqouteQGsEFTDcNXqLu6upqdd3NzM1rXnXR03QHT639/Dv9LZt8l566+bfLy8rBp0yY4ODgYPQhkbsYOHjyIbdu2IScnByUlJejTpw+ysrIQHBxsdU3m6uqOmWVkZOD48eNYs2YNvLy8OlzP3NpMmDABO3bswMWLF9HQ0IDz589j5cqVsLe3x9KlS5UnUqypyVxd3S2z6upqAG2vZp8+fRqbNm3C9evXUV5ejkWLFqG+vh7x8fHKs+vMrH2VlZX47LPPYGdnh9mzZxvNMbc2oaGhOHLkCAYMGIATJ04gOzsbBQUFcHNzw6RJk+Dn52d1Tebq6o6ZhYWFAQB2796N5uZmo7ljx44pr2gZmi3mdg8bNJUQEQCARqOxON8ddXTd71/T3s/W7LHmWA9rz8Ny7tw5xMfHQ0SwZs0aPPnkk1bXZa627pzboUOHICKorq5GQUEBAgMDER4ejpUrV1pdk7m6ultmly9fRlpaGsLCwpCYmGjVHubWZvny5YiPj4e/vz9cXFwwePBgvPXWW/joo48AAMuWLUNjY6NVNZmrq7tl1traCgBoaWnBu+++i5dffhne3t7o378/0tPTMXPmTDQ3Nyuv4jKz9mVlZaG1tRWTJ09G7969/6e6zNXWHXPbvXs3xowZg759+6K4uBh1dXW4cOECZs+ejXfeeQeTJk2CXq+3qiZzdXXHzH7xi1+gb9++qKioQFRUFEpKSlBbW4sDBw4gJiYG9vb2AKC8C4W53cMGTSV69OgB4N77gR9kOFngY4891mk1dZaOrjtgev0Ne+6f62iPNcd6WHsehm+++QZTp05FdXU1Fi1ahNTUVKN55maeu7s7QkNDkZeXh+DgYCxZsgT/+te/rKrJXF3dLbP58+ejubkZ77//vtV7mJtlU6ZMwahRo3Dr1i0cO3bMqprM1dXdMjMcQ6vVIiEhwWT+5ZdfBtB2YmZrajJXV3fLrD3tvb3RmrrM1dbdcisrK0NCQgJ8fHzw17/+FaNHj4abmxsGDRqEP/3pT3juuedQVFSELVu2WFWTubq6W2ZA2ytK+/fvR9++fXHgwAEMHToUPXv2xLRp06DVarFo0SIA9z6jxtzuYYOmEn379gWAds9ybhg3rOtOOrru9fX1qKmpgbu7u/I/X8+ePaHT6SzuM5fZd8m5K26bGzduYPLkyaioqMBLL72EtWvXmqxhbpY5ODggLi4OIoKPP/7YqprUkNn+/fvh6uqK5ORkhIeHK5dZs2YBaHtvvmHM8DYQ5taxQYMGAQD++9//WlWTGjLr378/AKB3797KZ2fNzV+7ds2qmtSQmTnnzp3DyZMn8dhjj+H55583mWduwJ49e6DX6zF16lTlbWz3i42NBXDvyQBmds+wYcNQWlqKbdu2YcGCBUhOTsYHH3yAM2fOKGsMX0rD3O5hg6YShreuffHFF2bnDePDhw/vtJo6S2BgIJycnHD9+nWz/1O1d90tZabX63HmzBk4OTkhMDDQqj3tHauzb5va2lpMmzYNpaWlmD59OjZu3Gj25Xrm1jFvb28AwPXr1wEwM4OamhocOXLE6FJcXAwAaGxsVMZaWloAMDdrGD5vZXhmlpkBI0aMANCWjbm3Ft28eRMAM+vIjh07AADTp083+9ka5nbvgXfPnj3NzhvGq6qqADCzB7m4uODFF1/E+vXrkZmZiaSkJPTo0QOHDh0CAISHhwNgbka+y3fz0w9PU1OTcpZ1SyfXO378eBdU9/0Blk9UPW3aNAEsn/hw9erVRuN/+MMfBLB84sPIyEij8eLiYgEsn/hQp9MZnfiwM2+bO3fuyMSJEwWAREREGJ2U2hzmZllCQoIAkDVr1ihjzMw8S+dBE2Fully7dk05P9X95wZiZiIDBgwQAFJUVGQyZzhJ7jPPPKOMMTNjd+/elX79+glw7xxe5qg9N8M5syZMmGB2Pi0tTQBIUlKSMqb2zDpy+PBhASBBQUFG48ytDRs0Ffnd734nAGTcuHFSV1enjKenpwsACQkJ6cLqvp+OGrRPP/1UAIiXl5dcuHBBGS8sLBQnJyfp2bOn3Lx502jPzZs3pWfPngJA9u3bp4xfvXpVAgICBIAcOnTI5Fjjx48XAJKamqqM6fV6mT59ugCQtLQ0kz2dcdu0tLRIdHS0AJDQ0FCpr6/vcI/acysoKJA9e/aIXq83Gm9ubpb169eLVqsVFxcXqaioUObUnll7OmrQ1J5bUVGR5Ofny927d43Gy8vLlXp//vOfG82pPTMRkQ8++EAAyFNPPSXXr19Xxk+cOCHu7u4CQD788ENlnJkZO3LkiAAQPz8/aW1tbXed2nP7/PPPBYAAkMzMTKO5oqIi5QmU+5tctWdmcPLkSZP70M8//1z8/PxEo9FIfn6+0Rxza8MGTUUaGxtlzJgxAkB8fX0lNjZW+dnLy0vKysq6ukSr7d+/X8aMGaNcAIhGozEa279/v9Ge1NRUASCurq4SFRUl06ZNE3t7e9FqtZKTk2P2ODk5OaLVakWj0Uh4eLjMnDlTudNPSUkxu+fChQvi5eUlAGTYsGESFxcn/v7+AkDGjBljdCZ7g864bdatW6fcwURHR0tCQoLZy/0PctSe25YtWwSAeHt7S0REhMyZM0emTJkivr6+AkCcnZ0lOzvbZJ+aM2tPRw2aiLpzM/yt+fr6SlhYmMTFxcn48ePF2dlZeZb56tWrzOwBra2tEhMTIwDE09NTnn32WQkPDxdHR0cBIHPnzjXZo/bM7jd37lwBIK+//nqHa9We229+8xvlPjQoKEhiYmJk/PjxotVqBYDMmzfPZI/aMxMRCQsLEx8fH5k8ebLMnj1bnn76adFqtWJvby9//vOfze5hbmzQVKehoUGWLFkiAwcOFEdHR3n88cclISHB6BWAHwLDgxlLly1btpjdFxwcLK6urqLT6SQiIkL+8Y9/WDzW0aNHZerUqeLu7i6urq4SHBwsmzdvtrinoqJCEhMTpXfv3uLo6CgDBw6UtLQ0aWhoaHfPo75tli1b1mFmAKS8vNxkr1pz+/rrr+Wtt96S8ePHi6+vrzg4OIibm5sEBQXJggULLP5DrNbM2mNNgyai3tzOnj0rycnJMnLkSPHx8RF7e3vR6XQyduxYSU9Pt1iXWjMzaG1tlQ0bNsiIESPE1dVV3NzcZNy4cbJ9+/Z296g9M5G2t7x7eHgIADl16pRVe9SeW25urkyZMkW8vLzE3t5ePDw8ZOLEibJr165296g9s40bNypNmoODg/j5+cmcOXPk5MmTFvepPTeNSDc+ARYREREREdEPCL/FkYiIiIiIyEawQSMiIiIiIrIRbNCIiIiIiIhsBBs0IiIiIiIiG8EGjYiIiIiIyEawQSMiIiIiIrIRbNCIiIiIiIhsBBs0IiIiIiIiG8EGjYiIiIiIyEawQSMiIiIiIrIRbNCIiIiIiIhsBBs0IiIiIiIiG8EGjYiIiIiIyEawQSMiIlXq378/NBqN1Zf7aTQahIeHW3Wcw4cPm/yumpoas2tLSkqQlJSEgIAAuLq6QqfTYeTIkVi2bBmqqqraPYa7u7vR79+6dauVKRARka2x7+oCiIiIusLMmTNx48YNi2vy8/Nx+fJl+Pn5fe/jDRw4ECEhIQAAR0dHk/lVq1YhLS0Nra2t+MlPfoLnnnsOTU1NKC4uxvLly5GRkYG9e/di0qRJJnvnzJmDhoYGfPnllzh16tT3rpWIiLoOGzQiIlKltWvXWpwvLi5GVlYW7OzskJWV9b2PFxIS0u4rW+np6XjzzTfh4+ODXbt2YfLkycrc3bt3sWHDBixcuBCRkZEoKCjA2LFjjfZnZmYCAN5++202aEREP3B8iyMREdEDampqMGvWLOj1eixduhRhYWGP7FhlZWV488034ejoiIMHDxo1ZwCg1WqxYMECZGRkQK/XIz4+Hi0tLY+sHiIi6lps0IiIiB7wyiuv4NKlS5g4cSLS0tIe6bHWrVsHvV6PV199FSNGjGh3XXJyMoKCgnDx4kXs27fvkdZERERdhw0aERHRfTIyMpCbm4tevXph165d0Gof7V1lXl4eACAuLq7DtbGxsQCATz755JHWREREXYefQSMiIvp/J0+exOuvvw6NRoPt27fD19fX7DoReSjHa2howKVLlwAAw4cP73D9sGHDAABnz559KMcnIiLbw1fQiIiIANTW1iIuLg5NTU1YvHgxIiIiHvkx7/+6/R49enS43s3NzWQfERF1L2zQiIiIACQlJaGsrAzjxo3DihUrOuWYOp1O+e9bt251uP7KlSsA2s57RkRE3RMbNCIiUr2NGzdi9+7d8PDwwO7du2Fv3zmfAHBzc4OnpycA4PTp0x2uv3jxIgCgb9++j7QuIiLqOmzQiIhI1UpKSpCamgoA2LJlS6c3P5GRkQCAv/zlLx2uzc7OBgBMnTr1kdZERERdhw0aERGpVkNDA2JjY9HY2IiUlBRERUV1eg3z5s0DAGzevBnffvttu+s++eQTlJWVwdPTEzNmzOis8oiIqJOxQSMiItV67bXXcPbsWQQHB2PNmjVdUkNoaChefPFF1NXVYdasWWhtbTVZc+PGDbz66qsAgN///vfw8PDo7DKJiKiTsEEjIiJV2rlzJ7Zu3YoePXogOzsbjo6OXVZLZmYmxo4di6NHj2LmzJm4ffu2MvfNN98gMjISV65cQVJSEpKSkrqsTiIievR4HjQiIlKd6upqJCcnAwB+9KMfWfWtjW+88QaGDBnyUOsoLS3FqlWrAAA+Pj4AgI8++ghTpkzBsWPHAADBwcG4du0aHBwc0NDQgMTERADA2rVr4e3t/VDrISKirscGjYiIVOfWrVuoq6sD0NYklZaWdrgnMTHxoTdolZWV2LZtm9lxg2vXrgEA9Ho9duzYoYy//fbbbNCIiLohNmhERKQ6/fv3h4h0dRkIDw/vsA5bqJOIiDoPGzQiIqJOcPToUeXtiZmZmXB1dX1ov3v+/PloaGjAl19++dB+JxERdQ02aERERJ3g4sWLyomm161b91AbtKysLNy6deuh/T4iIuo6GuF7J4iIiIiIiGwCv2afiIiIiIjIRrBBIyIiIiIishFs0IiIiIiIiGwEGzQiIiIiIiIbwQaNiIiIiIjIRrBBIyIiIiIishFs0IiIiIiIiGwEGzQiIiIiIiIbwQaNiIiIiIjIRrBBIyIiIiIishFs0IiIiIiIiGwEGzQiIiIiIiIbwQaNiIiIiIjIRrBBIyIiIiIishFs0IiIiIiIiGzE/wFjPSx7GHr3DwAAAABJRU5ErkJggg==",
+ "text/plain": [
+ ""
+ ]
+ },
+ "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=150)\n",
+ "\n",
+ "# ############### #\n",
+ "# Cast Stellite 1 #\n",
+ "# ############### #\n",
+ "\n",
+ "#ax.plot((CS_df_10mV_means)[\"Z'\"].to_numpy(), (-CS_df_10mV_means)[\"Z''\"].to_numpy(), 's-',\n",
+ "# linewidth=1, alpha=0.5, color='mediumblue', markersize=2,\n",
+ "# label=\"CS1 10 mV\")\n",
+ "ax.plot((CS_df_20mV_means)[\"Z'\"].to_numpy(), (-CS_df_20mV_means)[\"Z''\"].to_numpy(), 's-', \n",
+ " linewidth=1, alpha=0.5, color='firebrick', markersize=2,\n",
+ " label=\"CS1 20 mV\")\n",
+ "#ax.plot((CS_df_30mV_means)[\"Z'\"].to_numpy(), (-CS_df_30mV_means)[\"Z''\"].to_numpy(), 's-', \n",
+ "# linewidth=1, alpha=0.5, color='mediumseagreen', markersize=2,\n",
+ "# label=\"CS1 30 mV\")\n",
+ "\n",
+ "Z_fit = randles_circuit(np.logspace(-1,4,num=100,endpoint=True), *CS_popt)\n",
+ "ax.plot(Z_fit.real, -Z_fit.imag, 'k-', linewidth=1, label='CS Fitted Model')\n",
+ "\n",
+ "Z_fit = randles_circuit(np.logspace(-3,4,num=100,endpoint=True), *CS_popt)\n",
+ "ax.plot(Z_fit.real, -Z_fit.imag, 'k--', linewidth=1) #, label='Fitted Model extrapolated to lower frequencies')\n",
+ "\n",
+ "\n",
+ "\n",
+ "# #################### #\n",
+ "# As-hipped Stellite 1 #\n",
+ "# #################### #\n",
+ "\n",
+ "#ax.plot((HS_df_10mV_means)[\"Z'\"].to_numpy()/10, (-HS_df_10mV_means)[\"Z''\"].to_numpy()/10, 'o-',\n",
+ "# linewidth=1, alpha=0.5, color='mediumblue', markersize=2,\n",
+ "# label=\"HS1 10 mV\")\n",
+ "ax.plot((HS_df_20mV_means)[\"Z'\"].to_numpy()/10, (-HS_df_20mV_means)[\"Z''\"].to_numpy()/10, 'o-', \n",
+ " linewidth=1, alpha=0.5, color='firebrick', markersize=2,\n",
+ " label=\"HS1 20 mV\")\n",
+ "#ax.plot((HS_df_30mV_means)[\"Z'\"].to_numpy()/10, (-HS_df_30mV_means)[\"Z''\"].to_numpy()/10, 'o-', \n",
+ "# linewidth=1, alpha=0.5, color='mediumseagreen', markersize=2,\n",
+ "# label=\"HS1 30 mV\")\n",
+ "\n",
+ "Z_fit = randles_circuit(np.logspace(-1,4,num=100,endpoint=True), *HS_popt)\n",
+ "ax.plot(Z_fit.real/10, -Z_fit.imag/10, 'k-', linewidth=1, label='HS Fitted Model')\n",
+ "\n",
+ "Z_fit = randles_circuit(np.logspace(-3,4,num=100,endpoint=True), *HS_popt)\n",
+ "ax.plot(Z_fit.real/10, -Z_fit.imag/10, 'k--', linewidth=1) #, label='Fitted Model extrapolated to lower frequencies')\n",
+ "\n",
+ "\n",
+ "\n",
+ "# ######################### #\n",
+ "# Annotation and decoration #\n",
+ "# ######################### #\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=90000)\n",
+ "ax.set_ylim(bottom=0, top=60000)\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, (0.325, 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": 178,
+ "id": "4fa93587-aded-4baf-9a51-b30ac2371316",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Bode Plots\n",
+ "fig, (ax, bx) = plt.subplots(2,1,figsize=(10, 6))\n",
+ "\n",
+ "\n",
+ "Z_fit = randles_circuit(CS_df_20mV_means[\"Z'\"].index, *CS_popt)\n",
+ "\n",
+ "freq_exp = CS_df_20mV_means[\"Z'\"].index\n",
+ "imp_exp = np.sqrt((CS_df_20mV_means[\"Z'\"].to_numpy())**2 + (CS_df_20mV_means[\"Z''\"].to_numpy())**2) \n",
+ "phase_exp = np.arctan2(-((CS_df_20mV_means)[\"Z''\"].to_numpy()), ((CS_df_20mV_means)[\"Z'\"].to_numpy())) * 180 / np.pi\n",
+ "\n",
+ "freq_fit = CS_df_20mV_means[\"Z'\"].index\n",
+ "imp_fit = np.sqrt(Z_fit.real**2 + Z_fit.imag**2)\n",
+ "phase_fit = np.arctan2(-Z_fit.imag, Z_fit.real) * 180 / np.pi\n",
+ "\n",
+ "# Magnitude\n",
+ "ax.loglog(freq_exp, imp_exp, 'o', markersize=5, label='Experimental |Z|')\n",
+ "ax.loglog(freq_fit, imp_fit, '-', linewidth=2, label='Fitted |Z|')\n",
+ "ax.set_ylabel('|Z| (Ohm)')\n",
+ "ax.legend()\n",
+ "ax.grid(True, which=\"both\", ls=\"-\")\n",
+ "\n",
+ "# Phase\n",
+ "bx.semilogx(freq_exp, phase_exp, 'o', markersize=5, label='Experimental Phase')\n",
+ "bx.semilogx(freq_fit, phase_fit, '-', linewidth=2, label='Fitted Phase')\n",
+ "bx.set_xlabel('Frequency (Hz)')\n",
+ "bx.set_ylabel('Phase (deg)')\n",
+ "bx.legend()\n",
+ "bx.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": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3 (ipykernel)",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.10.16"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/electrochemical_OCP_EIS_LPR/LPR.ipynb b/electrochemical_OCP_EIS_LPR/LPR.ipynb
deleted file mode 100644
index c1a4c78..0000000
--- a/electrochemical_OCP_EIS_LPR/LPR.ipynb
+++ /dev/null
@@ -1,970 +0,0 @@
-{
- "cells": [
- {
- "cell_type": "markdown",
- "id": "34a7a981-1718-4dcb-af8c-981e0fa84023",
- "metadata": {},
- "source": [
- "## Imports"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 9,
- "id": "390c33fa-ab42-4d69-ac06-604beb2c69db",
- "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",
- "\n",
- "from scipy.signal import medfilt as medfilt\n",
- "\n",
- "# from impedance.visualization import plot_nyquist # Kept if you want to switch plotting methods"
- ]
- },
- {
- "cell_type": "markdown",
- "id": "0a055f3f-6b2e-4fa8-8395-acebacade488",
- "metadata": {},
- "source": [
- "## Data Loading"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 10,
- "id": "9154f27a-5a02-4156-8105-b384205d6416",
- "metadata": {},
- "outputs": [],
- "source": [
- "# --- Data Loading ---\n",
- "\n",
- "def lpr_cor_import(filename):\n",
- " \"\"\" Import cor file as pandas dataframe.\"\"\"\n",
- "\n",
- " try: \n",
- " df = pd.read_csv(\n",
- " filename,\n",
- " skiprows=26,\n",
- " sep='\\s+',\n",
- " header=None,\n",
- " names=[\"E\", \"i\", \"T\"],\n",
- " ) #index_col=\"Freq\")\n",
- " except FileNotFoundError as e:\n",
- " print(f\"Error: File was not found.\")\n",
- " print(e.message)\n",
- " print(e.args)\n",
- " return None\n",
- " except Exception as e:\n",
- " print(f\"Error reading the CSV file: {e}\")\n",
- " return None \n",
- " else:\n",
- " return df"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 11,
- "id": "4d796ec7-48d9-4a23-bd98-c607067d330d",
- "metadata": {},
- "outputs": [],
- "source": [
- "HS1_1 = lpr_cor_import(\"HIPed_Stellite1_LPR/LPR_1.cor\")\n",
- "HS1_2 = lpr_cor_import(\"HIPed_Stellite1_LPR/LPR_2.cor\")\n",
- "HS1_3 = lpr_cor_import(\"HIPed_Stellite1_LPR/LPR_3.cor\")\n",
- "HS1_4 = lpr_cor_import(\"HIPed_Stellite1_LPR/LPR_4.cor\")\n",
- "HS1_5 = lpr_cor_import(\"HIPed_Stellite1_LPR/LPR_5.cor\")\n",
- "HS1_6 = lpr_cor_import(\"HIPed_Stellite1_LPR/LPR_6.cor\")\n",
- "\n",
- "\n",
- "# Keep it in the same cell to keep df reproducible, even if Vi clicks it multiple times\n",
- "area = 2 #cm^2\n",
- "kernel_size = 5\n",
- "\n",
- "for df in [HS1_1, HS1_2, HS1_3, HS1_4, HS1_5, HS1_6]:\n",
- " df[\"i\"] = np.abs(df[\"i\"]/area) # Current density\n"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 12,
- "id": "26ab42ec-9576-4335-a38b-49762228f823",
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/html": [
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kUHbs2FFt3apVq+Qf6Kp4eXlhxYoVAACpVIp//vkHy5cvx4kTJ7Bs2TJMmjRJ6cyHrkpLS8Pff/+NFi1a4Pnnn1eoGzNmDOzs7HD8+HHcvn0brq6uSv1VlQGAjY0NsrOz5fvZ2dkoLS2Fi4uLfO7Zk9zd3REfH4+7d+8CgPyrqkSqpnJV0tLSAMjuhiSipjHQ0wEH4mX/jrMeleCfG1l4yttZy1E1LiZTBkRsYYL4lfp3OUpsoXv/mxoZGWHgwIE4cuQIvL29kZaWhqNHj2L27NnaDk0t33//PQRBgCAIGDFihMo2UqkU//vf/5Qu5wGaXy5Vp31FG0EQ6vQe9X1/IqqfcokUm/+8ji//vKZQ3tLKTEsRNR3d+5SiRiMSiRps7hHJWFlZwd/fH2lpacjKytJ2OGqruISXm5tb49IAu3fvVplMqcvBwQFmZma4d+8eioqKYGlpqdTm1q1bAGSLhgJAmzZtFMqflJqaqvb7t2vXDgBw/bp6a+AQUd199vtVfP13snzf1FiE90Z3Qa/2LbUYVdPgnCmiekpOlv3yqEgCdN25c+dw6dIlODs7o7y8XH6GqupLKpXC1dUVCQkJNV76rI2pqSn69+8PQRBUThqvGN/W1lY+Z61Pnz6wsLDA6dOn5ZfpqqpYZFQdffv2RYsWLRAbG4tz587V+fsgotr9eLbyD51WtuYI/dcABA300GJETYfJFFENcnJy0K9fP4SFhaGsrEyhrqysDGvWrMH58+dhaWmJ5557TktRaqZi4vkLL7wAY2NjlW1EIpF8uYTa1pyqzfz58wEAK1euxI0bN+Tl+fn5ePPNNyEIAubMmQMzM9mlABsbG7z88ssoLy/HW2+9hZKSEnmf33//HT///LPa721mZoZFixZBEAS89tprSsnZgwcPuGgnUQMxqnI5/f3nu6KHawvtBdPEeJmPqBZnzpzBxIkTIRaL0adPH7i4uCAnJwfnz59Heno6jI2N8dVXX8HFRXFBurlz5yI2NhYAcP/+fQBAWFgYzp8/L28THR2tdhwTJkyQ3yl3+/ZtAMDWrVvx22+/AZBdJgsLC6txjKqPj6ntrrgXX3wRISEh+OGHH7Bu3ToYGdXtb6/Jkydj9uzZ+Oabb9CtWzc89dRTsLKywvHjx3H//n30798fq1evVujzn//8B3///TfCwsLQqVMnDBw4EBkZGfj7778xZ84cfPXVV2q//3vvvYe4uDj89ttv6NSpEwYPHgxHR0ekpqYiNjYWL7zwApdHIGoAbg5WeFBQCkA2f8qQMJkiqoGdnR2ioqJw5MgRHD9+HDdu3MCpU6dgbGyM9u3bIzAwEPPnz0ePHj2U+l66dAmnT59WKMvMzERmZmadYomLi1OaR5SWliY/26LOnYS///47MjIy4O7ujv79+9fY1s/PDx07dsT169dx7NgxPPPMM3WKGwD+7//+D4MGDcLXX3+Nv//+G+Xl5fD09MTChQuxaNEipblUjo6OOHXqFFasWIH9+/fjt99+Q+fOnfHtt9/iqaee0iiZMjExQWhoKHbu3Int27fjzJkzKC0tRevWrTFp0iTMmTOnzt8XEVV6fO8IAMDYyLBu+hAJQtVvn3SVj48PACAxMbHaNlKpFElJSQBkt/HX9UwCETUu/lul5uiF//sHp1MeAADWTe6BqX3baTmiSup8htYH/wUTERFRvVmYVs7BLCjRv0eX1QeTKSIiIqq3OzmVDyy/nvlIi5E0PSZTREREVC/FZRKFBKrQAB4hUxWTKSIiIqqXeXtiFfaf7tK8Hx/zJN7NR0RERHUiCALe/F8cjl2pvEt5uJcTAnu01mJUTY/JFBEREWmsTCLFzO1nEJWcrVD+8fhuWopIe5hMERERkUYEQUDfNRHILVJ8MkTovwbAtaWVlqLSHiZTREREpJG7ucVKidQ/y59Cazvlh5kbAk5AJyIiIo24iC0U9j+Z0N1gEymAyRQRERFp6HJ6nsK+halhpxOG/d0TERGRRrIelWDC1lMKZVZmhj1rSKeSqaioKIwePRr29vawsbGBv78/du7cqfE4WVlZ2LZtG2bPno2ePXvCxMQEIpEIP/74Y7V9Zs2aBZFIVOsrNTVVqW9OTg4WLlwINzc3mJubw83NDW+99RZycnI0jp2IiEhX5RWXYcrX/6BMUvlY3yl9XPFsV8NaV+pJOpNKhoWFYcqUKZBKpRgyZAgcHR1x7NgxzJo1C/Hx8QgJCVF7rJMnT+L111/X6P0HDRpUbV1SUhKio6Ph5uaGdu0UH9yYnZ2NgIAAXLt2DR06dMD48eORmJiIzZs349ChQ4iOjoaDg4NGsRAREemiL45dQ0pWgXzfw9Ea66f4ajEi3aATydTDhw8RFBQEiUSC0NBQTJw4EQCQkZGBQYMGYePGjRgzZgyGDx+u1njOzs6YO3cu/Pz84Ofnh7Vr12L37t019gkODkZwcLDKuhdeeAHR0dGYPn06RCKRQt2iRYtw7do1TJw4ET/99BNMTGQ/0gULFuCLL77A4sWL63R2jYiISNc8euIBxjbmJsh+VAIHG3MtRaQbdOIy37Zt25Cbm4tx48bJEylAlhStW7cOADQ6MxUQEIAtW7Zg1qxZ8PHxgZFR3b/NvLw8HDhwAAAwffp0hbp79+5hz549MDU1xdatW+WJFACsX78eTk5O2LNnDzIyMur8/tQwKi7T1mTVqlUQiURYtWqVUl1OTg4++OAD9OzZE9bW1rC0tET79u0xZMgQrFixAufPn1doL5FI8PPPP2PJkiUYPHgwrK2tIRKJ8MYbb9Qp/oKCAuzevRvz58+Hv78/zM3NIRKJ8J///KdO41V19OhRTJ8+HR4eHrCysoKVlRU6d+6MmTNnIiIiot7j12bHjh3V/tybkkgkgru7u0LZ8ePHIRKJMGvWLK3ERKRrFj3dGSZGlb9LL97JxejNJ5CeW1RDr+ZPJ5Kp8PBwAMDkyZOV6gIDA2FhYYGIiAgUFxc3dWgIDQ1FUVER/Pz84O3trVB3+PBh+WVJZ2fF68Xm5uYYM2YMJBIJDh8+3JQhUwO7desWfH19sWbNGty4cQMDBgzAxIkT0aVLFyQmJuKTTz7B119/rdAnPz8fL7zwAjZs2ICTJ0+isLCwXjFcu3YNr7zyCr788kucPXsWpaWl9RoPAB49eoRx48bhueeew549eyAWizF69GiMHj0aFhYW2LVrF5555hm89tpr9XqfiiR1x44d9Y6ZiLSrldgCcR8+gwGeldNXMvJKsDfmthaj0j6duMx34cIFAEDv3r2V6szMzNCtWzfExMQgKSkJvr5Ne232+++/B6B8VgoA4uPjAaiOu6J8+/bt8nakn958802kpqbi+eefx/fffw87Ozt5XXl5Of744w+ls4+mpqaYMWOG/FLz+fPn8a9//avOMdja2uK1116Dv78//Pz8EBoain//+991Hk8ikeD555/H33//jX79+uG///0vfHx8FNpcvXoVK1asQHJycp3fR9/5+/vj8uXLCsecyNDZWpjiBb92Co+R6exiq8WItE/ryVReXp78rjdXV1eVbVxdXRETE4PU1NQmTabu3LmD48ePw8TEBC+++KJSfcWdfTXFXbWdOp78QKuQnJwMT09PtcehhlFUVIQjR44AAD7//HOlD1UTExOMGjVKqZ+1tTV27dol379y5Uq94vD09MS2bdvk+/v27avXeJ9//jn+/vtv+Pj44M8//4SVlfLjHzp37oxffvkFp06dUjGCYbCyslI6I01EwLojSfLtwZ0cDf5uPq1f5nv06JF8W9UvdED2wfRk26awZ88eSKVSjBw5Eq1atVKqr4hH1+KmhvPw4UOUl8smXDo5OWk5moYhkUjkcxA/++yzav//rTBw4ED5tiAI+OGHH/Diiy+ic+fOsLa2hq2tLfz9/bF161ZIpVKFvu7u7li9ejUAICgoSGGZkePHjyu9V2pqKqZNmwYnJydYWlqib9++8jmLqhw6dAjPPPMMWrZsCQsLC3h5eeHdd9+tdlmSgoICLFu2DO3bt4eFhQW8vb0REhICQRBUtq9tztThw4fx/PPPo1WrVjA3N0f79u0xfvx4HDx4sNqYifTdnZwi3MmpnCO1YESnWuekNncNcmZq8uTJSEhI0KjPrl274O/vX+0vsarUadMYKi7xzZgxQ2V9RVzV/U9Ul7gTExNVlld3xooal6OjIywsLFBcXIyvv/4aS5cu1XZI9Xb+/HncvXsXDg4OePbZZzXqW1JSgmnTpqFly5bo2rUrevfujaysLPzzzz+YN28ezpw5ozA3avLkyYiIiEB8fDwGDhyIjh07yutcXFwUxr558yb8/PxgYWGBQYMGISMjA//88w/Gjx+Pw4cPK8X66aef4r333oOJiQmGDh0KR0dHnDp1CmvXrkVYWBgiIyMV5jKWlJTg2WefRVRUFBwdHTFmzBjk5+fj3XffrdOlzLfffhshISEwNjZGQEAAXF1dcffuXfz111/IyclBYGCgxmMS6bqcwlK8tuOsQllHJxstRaM7GiSZunnzJpKSkmpvWEXFhFxbW1uFMrFYXG1bG5umO2AXL17ExYsXIRaLMXbsWJVtKmIvKChQWa+NuGskCEBxrraj0JyFHaClv3rMzMwwY8YMfPvtt1i2bBl++eUXjB49GgEBAQgICNDLuTRxcXEAgJ49e2p8p6uJiQlCQ0Px/PPPw8zMTF5+//59jB49Gjt37sSrr76KIUOGAJCd+Vq1ahXi4+MRHBxc411xO3fuxPz58xESEiK/M3bTpk1YuHAh1qxZo5BMnT17Fu+//z5sbW0REREBf39/ALKEacaMGfjll18wf/58/Pzzz/I+ISEhiIqKgr+/P37//Xf5sYuNjVV72ZUK33//PUJCQuDq6oqDBw+iR48e8rqCggKcPn1ao/GI9EFKVgGCvjuDm9mVN9T8a5gnWlqb1dDLMDRIMhUTE1PnvmKxGHZ2dsjNzcXt27fRtWtXpTa3b8vuEmjfvn2d30dTFetSTZo0CZaWqh/eWBFPRXxP0kbcNSrOBda6aTsKzS27BVi2aJCh6nIq+vPPP0dxcTG+//57xMTEyP9/NzY2xuDBg7F8+XKNz/BoU3a2bNJoXS5bmpiYKCxfUsHJyQmffvopnnnmGezbt0+eTGmiQ4cO2LBhg8ISI/PmzcPq1asRHR2N0tJSeQL35ZdfQiqVYuHChfJECpDdRfvll18iPDwcoaGhuHPnDtq2bQsA+OqrrwAAGzduVEiCe/fujXnz5uHTTz9VO9ZPPvkEgOz/jaqJFCC7vP/UU09p+N0T6b53folXSKTmDvPE0uc4pxDQgQnoAODr64vIyEjExsYqJVNlZWVISEiAubk5vLy8miQeqVSKH374AUD1l/gAyCfDx8bGqqyvKH/yly1pz8yZM6utO3/+vMo7L62srLBr1y6sWLECe/fuxcmTJ3H27FlkZ2fj+PHjOH78ODZs2IDFixc3ZugNpiEum58/fx6///47bt26hcLCQgiCgPz8fACyZRzqYtiwYTA1NVUoMzExQYcOHXDu3DlkZ2ejdevWAIATJ04AAF5++WWlcVq1aoVnn30W+/btQ1RUFKZMmYLU1FSkpaWhbdu2GDBggFKfl156Se1k6u7du7h8+TIcHBwwadIkTb9NIr2Vnlu5PFH3tnZ4Z2TTfCbrA51IpgIDAxEZGYm9e/cqLUEQHh6O4uJi+do3TeH48eO4ffs22rVrh6FDh1bb7rnnnoORkRFOnDiBzMxMhUnqJSUlOHDgAIyMjFTe7UXaUdNaRxWXo6rj5eWFFStWAJAl3P/88w+WL1+OEydOYNmyZZg0aRLc3HT/zJ+joyMA2aU5TZWWlmLWrFnyPzZUqUiqNFXdXbEVl8lLSkrkZXfv3oVIJKr2512x+Obdu3cVvlZ3lliTs8dpaWkAwLtryeBUnRXw6iB3g590XpVOJFPBwcH497//jX379uHXX3+VX0bIzMyUT/hV9Vd/xS3Lx44dk5/KbwgVE89ffvnlGueUtG7dGi+99BL27NmDuXPn4scff5Rfoli6dCnu37+P6dOnK0201RoLO9klM31joXvzkoyMjDBw4EAcOXIE3t7eSEtLw9GjRzF79mxth1arnj17ApCdXRIEQaNfiCEhIfjhhx/QrVs3rF+/Hr1790bLli1hamqKq1evwsvLq85nvhrjF3PFmLXdLFKX9+YHCRkaESr/ny8tl9bQ0vDoRDJlb2+P7du3Y+rUqZg8ebL8zpyIiAjk5ORgwYIFGDFihFK/iknvZWVlSnX9+/eXb1fcqfPBBx/g888/ByCbJ7F161alfsXFxQgNDQWgeqHOJ33++eeIjo5GaGgovL290bdvXyQmJiIhIQGenp7YuHFj7T+ApiISNdjcI5KxsrKCv78/0tLSkJWVpe1w1NKrVy+0bt0a6enpOHr0KJ577jm1+4aFhQGAPKGq6saNGw0aZ03atGmDlJQU3Lp1S+Xl/1u3ZH80VFwWbNOmjUJ5de3VUfGw8+vXr2sUM5G+q/pcPmdx01wp0hdaX2eqwqRJkxAZGYmRI0fi/PnzOHToEDw9PbF9+3Zs2rRJ4/FOnz4tf1V8yF2/fl1edunSJZX99u/fj7y8PPTq1Uut5QgcHR1x9uxZzJ8/H6WlpQgLC0Nubi7efPNNnDlzRn5JhZqvimS94gNb1xkbG2PRokUAgCVLltT6qJuoqCj59sOHDwFUJhRVVb1zrqqKSeMV63U1hMGDBwOQrQX3pPv37+P333+HkZGRfH6Um5sbXF1dcefOHfzzzz9KfX788Ue137tNmzbo0qULsrOz8euvv9bxOyDSP3aWlXMasx/V/5FWzYnOJFOAbHHAw4cP4+HDhygoKEBMTAyCgoKqbS8IAgRBUHo4adW66l6qFgwEgKlTp0IQhGonlavSsmVLbN68GampqSgpKUFqaiq++OIL2Nvbqz0G6aacnBz069cPYWFhSmdAy8rKsGbNGpw/fx6WlpYaneHRtkWLFmHQoEFITEzEiBEjVP5xcePGDbz44ot477335GWdO3cGAKVnEe7du1dhxfeqKpJMTZdPqcm8efNgZGSETZs2KdxNXFpaivnz56OwsBATJ05UuPw/Z84cALL1ofLy8uTl58+fx5YtWzR6/3fffRcAsHDhQqW14QoKCvDnn39q/D0R6boOjtby7Xt5Tf+sXF2mE5f5iHTZmTNnMHHiRIjFYvTp0wcuLi7IycnB+fPnkZ6eDmNjY3z11VdKc+Pmzp0rT8orJnuHhYXh/Pnz8jbR0dFqxzFhwgSkp6cDqFx2Y+vWrfjtt98AyC5pVVyGq42JiQkOHjyIl156CYcOHUK3bt3g6+uLTp06QRAEXLt2TT4Z//XXX5f3W7p0KY4cOYJ3330Xv/zyCzp37oxr164hJiYGS5YswWeffab0Xs8++ywsLCywceNGJCQkoE2bNhCJRHjnnXfqfIeuv78/Pv74Y6xYsQIBAQEYNmyYfNHOtLQ0dOrUCV9++aVCn3feeQfh4eH4559/4OnpieHDhyM/Px9//vknXnvtNfnSCep45ZVXcPbsWXz55Zfw9fXFgAED5It2xsXFoVevXlwegZqdh4WVZ6PElqY1tDQ8TKaIamBnZ4eoqCgcOXIEx48fx40bN3Dq1CkYGxujffv2CAwMxPz581Uuf3Hp0iWlxRszMzORmZlZp1ji4uKU5vakpaXJ7y7T9E5CsViMgwcP4vDhw9i9ezeioqJw4MABiEQiuLq6YubMmZg5c6bCgpZDhgzByZMnsWLFCsTFxeHq1avo3r07QkND0bt3b5XJVJs2bbBv3z589NFHOHnypPzxStOnT6/XcifvvfcefH19sXHjRpw9exZFRUVo3749li5dinfffRctW7ZUaG9ubo6IiAisXr0aP/zwA/bt2wd3d3esWbMGb7/9tkbJFAB88cUXGDFiBL766iucPXsWp0+fhouLC0aMGKGQgBI1B39cykBsao5836eN8gLbhkwkaOtZLaSRivlb1T1uBpDdrl9xKcXLy0vj1a2JqGnw3yrpk/i0HIzbUvnA81a25jj17lMwNdaf/2/V+QytD/35SRAREVGT2/DHVYX9lWN89CqRagr8aRAREVG1ikslCvvZBSXVtDRcTKaIiIioWguf7qSwv+bgZS1ForuYTBEREVG12rSwVNi3MDFqkGd8NidMpoiIiEglQRCw/NeLCmXLR3fh45SewKURiIiISMk/ydlYf/SKwpII74z0wkv+6j8Y3FAwmWpGqv6lIJVKebs1kY6SSisfEsu/8EmX3M0pwm/n72Bf3F0kZeQr1HVpLcacIR20FJluYzLVjIhEIpiZmaG0tBQFBQWws7PTdkhEpEJBQQEA2XMLmUyRLhAEAR+FX8LOqJuQqpgO9XQXZ6yd1B0mXBJBJSZTzYytrS2ys7ORkZEBALC2tuYZKiIdIZVKUVBQIP/3aWtrq+WIiGTOp+Xgu1M3lcr7edhjyUgv+LnzWbM1YTLVzDg4OKCgoADFxcW4e/eutsMhompYWFjAwcFB22EQAQAcbcwV9nu2a4GNL/SER5WHG1P1eMqimal4ZpyDgwPMzMy0HQ4RPcHMzAwODg5o3749jI2NtR0OEQCgnb0VvJwrz5R2amXDREoDPDPVDBkbG6NVq1Zo1aoVBEHgeiBEOkIkEnGOFOmsRyXl8u195+9i/RRfLUajX5hMNXP85U1EROp40a+d/Dl8pRIp8ovLYGthquWo9AMv8xEREREcbRXnTd3MKtRSJPqHyRQREZGBu5qRj/d/S5Dvm5sYwcuFd5uqi8kUERGRgbv9sBCSKgtMlZRLUSqR1tCDqmIyRUREZOCGdHLCkM5OCmUjN0Yi8up9LUWkX5hMERERGTgTYyN8N8sPo7u7yMvu5BRh9u4YZD8q0WJk+oHJFBEREcHYSISNL/REx1Y28rLiMikkXF6nVkymiIiICAAglQKtqtzV16t9C7SytdBiRPqB60wRERER0h4U4vVdMbhyL19eNrFXWy1GpD+YTBERERm4C7dzMOu7s3hQUCov6+dhj8l92mkxKv3BZIqIiMiAnbqehdd3xaCwVCIvCx7kgWWjvGFqzNlA6mAyRUREZKAkUgEvbzutUBYy1RcTe7tqKSL9xJSTiIjIQG0+dk1hf+4wTyZSdcBkioiIyECdu/VQYf9OThEELoWgMSZTREREBkgQBDzfo7VC2b7zd3EpPU9LEekvzpkiIiIyIFKpgL+v3seXf11XOjNla24CJxvzanpSdZhMERERGYjcwjLM2nEGcak5SnXd29rh8xd7opWYi3RqiskUERGRgfj90j2lRMqnjRgjfVzw2iAPWJszLagL/tSIiIgMxB+XMhT2v3ipF8b4ttFSNM0HJ6ATEREZiN+fSKaqPtSY6k6nkqmoqCiMHj0a9vb2sLGxgb+/P3bu3KnxOFlZWdi2bRtmz56Nnj17wsTEBCKRCD/++GO1fWbNmgWRSFTrKzU1VaGfu7t7je2vXLmicfxEREQN5XxaDkL+uIrxW04p1XVpLdZCRM2PzlzmCwsLw5QpUyCVSjFkyBA4Ojri2LFjmDVrFuLj4xESEqL2WCdPnsTrr7+u0fsPGjSo2rqkpCRER0fDzc0N7dqpfk7RzJkzVZbb2dlpFAcREVF9SaUC9sXfQVjcXUReva9UL7YwQei/BmghsuZJJ5Kphw8fIigoCBKJBKGhoZg4cSIAICMjA4MGDcLGjRsxZswYDB8+XK3xnJ2dMXfuXPj5+cHPzw9r167F7t27a+wTHByM4OBglXUvvPACoqOjMX36dIhEIpVtduzYoVZsREREjSmvuAwLfojD8STlJAoAPByt8c2MPujkbNvEkTVfOpFMbdu2Dbm5uRg3bpw8kQJkSdG6deswceJEhISEqJ1MBQQEICAgQL5vZFT3q5l5eXk4cOAAAGD69Ol1HoeIiKgprN5/SSmR6tjKBpN6u2KApwN82ohhwgcYNyidSKbCw8MBAJMnT1aqCwwMhIWFBSIiIlBcXAwLi6Zd/yI0NBRFRUXw8/ODt7d3k743ERGRuqRSAb9fuofQ2NsK5dte6YthXk5MoBqRTiRTFy5cAAD07t1bqc7MzAzdunVDTEwMkpKS4Ovr26Sxff/99wBqPyu1fv16JCcnw9zcHD4+PpgwYQKcnJyaIkQiIiKs+O0ifjiTplD23Sw/DPdupaWIDIfWk6m8vDzk5OQAAFxdVT+p2tXVFTExMUhNTW3SZOrOnTs4fvw4TExM8OKLL9bYdunSpQr7ixYtwubNm/Haa681ZohEREQAgH+Ss5XKhnnxj/qmoPVk6tGjR/JtKysrlW2sra2V2jaFPXv2QCqVYtSoUWjVSnVmP3bsWAwfPhx9+vSBk5MTbty4ge3bt2PTpk0IDg6Gg4MDxo8fr/Z7+vj4qCxPTk6Gp6dnXb4NIiIyAC/5t8enhxWX4/FYfgi25iaYHuCG+U91hJWZ1j/2m6UG+alOnjwZCQkJGvXZtWsX/P39IQhCrW3VadMYKi7xzZgxo9o2mzdvVtj38fHBhg0b4OXlhTlz5mDZsmUaJVNERER1MamPq1IyBQD5JeX46ngyjEUiLBnppYXImr8GSaZu3ryJpKQkjfoUFhYCAGxtbRXKxGLlBcQq2trYNN1KrRcvXsTFixchFosxduxYjfsHBwfjgw8+wNWrV5GSkgIPDw+1+iUmJqosr+6MFRERkVQqoLBEglcC3LDrn1sq25RJpU0cleFokGQqJiamzn3FYjHs7OyQm5uL27dvo2vXrkptbt+W3ZnQvn37Or+PpirWpZo0aRIsLS017m9kZARPT09kZmYiPT1d7WSKiIhIE1mPSvDiN9G4nln9VBhfVzsseKpTE0ZlWHTiPsmKSeWxsbFKdWVlZUhISIC5uTm8vJrm9KRUKsUPP/wAoOZLfLV5+PAhgKY9o0ZERIbl5LWsGhMpRxtz/HeWH6zNOV+qsehEMhUYGAgA2Lt3r1JdeHg4iouLMWLEiCZbY+r48eO4ffs22rVrh6FDh9ZpjMTERCQlJcHKyorrUxERUaMZ0NEBnZ1V/9Heva0dfnkjAI425k0clWHRiWQqODgYYrEY+/btw6+//iovz8zMlC85sHjxYqV+3t7e8Pb2xp07dxo0noqJ5y+//HKNq6cfPXoU586dUyq/cOECpkyZAkEQEBwcDDMzswaNj4iIqEIrWwscWjAYu1/zV6q7eCcXwz87jnO3HmghMsMhErR1q9wTQkNDMXXqVAiCgKFDh8LR0RERERHIycnBggULsGnTJqU+Fc/JS0lJgbu7u0Jd//795dvJycnIyspCx44d4eDgAEC2QOjWrVuVxiwuLoazszPy8vKQkJBQ48TvVatWYfXq1XBzc4OnpyecnJyQkpKC2NhYlJeXY+jQoTh06FC1Sz5ooiKO6iaoExERRSVnYdq3p1XWfTbFF5P7qF7Psblr7M9QnbmAOmnSJERGRmLNmjWIjo5GaWkpunTpgnnz5iEoKEjj8U6fVv6f6fr167h+/ToAVHvJcP/+/cjLy0OvXr1qvYNu5MiRSEtLw9mzZxEfH4/c3FyIxWIMGjQIL7/8MoKCgmBsbKxx7ERERHUxwNMRZ1aMwPGk+1i694JC3Xu/XsSEXm1hbCTSUnTNl86cmaKa8cwUERGpK+1BIX6Lu4MNf1yVl4ktTBD34bMGmUwZzJkpIiIiqp+iUgk+PngJP5xJxZOnSsb15FmpxsJkioiISM9JpQL2xd/BuiNJSM8tVqof2tkJC0ZwnanGwmSKiIhIj0mkAt78XywOJ9xTKG9nb4kpfdphrG8buDtaayk6w8BkioiISE+lPSjEkl/icTqlcukDM2MjBA1yx6KnO8PClDdBNQUmU0RERHroSEI63v45HgWlEnmZv4c91k/uATcHnolqSkymiIiI9ExRqQSLfopHUVllIvVMV2d8/kJPPjZGC3RiBXQiIiJSn0gke1XVz8OeiZSWMJkiIiLSMxamxtj1quLjY/64lKGlaIjJFBERkR7KyCtR2Fe1JAI1DSZTREREeug/Ry4r7I/1bQM+1EQ7mEwRERHpIQsTxWUPvvzrOoZ9dhy3sgu0FJHhYjJFRESkh5Y95w1TY8VZ6LeyCzF0/XF8/XcyJFKepWoqTKaIiIj00NNdnfH19D4qn7f3n8NX8PXfyVqIyjDxHkoiIiI98KCgFMn3HyE58xEup+fhdMoDXLmXX237nMLSJozOsDGZIiIi0jHFZRKExd1B5NX7uJNThFvZhcgtKlOrr5mxEcb1bIM5Qz0bOUqqwGSKiIhIx7zy3zM4c/NB7Q0BeDpZY1zPtujuaofube3gaGPeyNHRk5hMERER6RBBEKpNpMQWJujYygaeTjbo2b4F+nnYw9PJBqInl0OnJsVkioiISIeIRCIM7uSIE9eyFMpf6NsOy0Z5w97aTEuRUXV4Nx8REZGO+b8ZffBsV2eFsp9i0vB0yN+4mcV1pHQNkykiIiIdY2Vmgm9e6Yv3A7solD8oKMWH+xO1FBVVh8kUERGRjgoe3AFzhnZQKIu8eh9rwi9BykU5dQaTKSIiIh02e3AHDO7kqFC27WQKwuLuaCkiehKTKSIiIh3mYGOOtZN6KJVfzax+wU5qWkymiIiIdNilu3kY8J8/FcqszIwRNMBDSxHRk5hMERER6ajcojKM3nxCqfzQgsFwsbPQQkSkCpMpIiIiHSQIAv574oZS+YE3B8Hd0VoLEVF1mEwRERHpoO2nbmLzn9cVyr6b5YfurnZaioiqw2SKiIhIB30cfklh/9muzhju3UpL0VBN+DgZIiIiHZCRV4zzaTm4nJ6Hi7dzlerfftZLC1GROphMERERaYEgCDifloMD8emIvHYf1zMfVdv2q5d7w8vFtgmjI00wmSIiImpCRaUSHElMx7eRKbiUnldj21a25vj3hO545onn9JFuYTJFRETUiHIKS3HlXj6upOfh4p08/H7pHvKLy1W2bdvCEj5txOjaRoye7VpgUEdHmBhzerOuYzJFRETUCGJTH+KdX+KRfL+gxnb+HvYY49sGQzs5ob2DVRNFRw2JyRQREVEjCPn9arWJlLWZMcb4tsG0fu3Rw7VF0wZGDY7JFBERUQMrLC3HyetZSuWBPVpjhHcrjPRxgbU5P4KbCx5JIiKiBvZr7B2V5QcvpOPghXS0sUvCrIHumD3Es4kjo8agU7PaoqKiMHr0aNjb28PGxgb+/v7YuXOnxuNkZWVh27ZtmD17Nnr27AkTExOIRCL8+OOPNfaTSCTYunUr+vXrB1tbW5iZmcHNzQ2vvvoqrl27Vm2/nJwcLFy4EG5ubjA3N4ebmxveeust5OTkaBw7ERHpv/b2Nc99uptbjE8OXUHag8Imiogak86cmQoLC8OUKVMglUoxZMgQODo64tixY5g1axbi4+MREhKi9lgnT57E66+/rtH7C4KAiRMnYv/+/bC2tsbgwYNhY2ODuLg4fPfdd/jll1/w119/oW/fvgr9srOzERAQgGvXrqFDhw4YP348EhMTsXnzZhw6dAjR0dFwcHDQKBYiItJvQzo7YfNLvfDn5QxEJWcjM79EqY2tuQnEFqZaiI4amk6cmXr48CGCgoIgkUiwd+9eHD9+HHv37sWVK1fQsWNHbNy4EX/99Zfa4zk7O2Pu3Ln47rvvkJCQgBkzZtTa58CBA9i/fz88PDxw/fp1HD58GL/88guuXr2KRYsW4dGjR3j77beV+i1atAjXrl3DxIkTkZSUhJ9++gkJCQmYP38+rl+/jsWLF2v0syAioubBycYc0TceqEykAODA/EGws2Iy1RzoRDK1bds25ObmYty4cZg4caK83NnZGevWrQMAjc5MBQQEYMuWLZg1axZ8fHxgZFT7txkZGQkAmDNnDlxcXOTlRkZG+OCDDwAAZ8+eVehz79497NmzB6ampti6dStMTCpP9K1fvx5OTk7Ys2cPMjIy1I6diIiah51RN3Evr1hlnaONGSxMjZs4ImosOpFMhYeHAwAmT56sVBcYGAgLCwtERESguFj1/5QNwdzcvNo6kUgEALC3t1coP3z4sPyypLOz4uq05ubmGDNmDCQSCQ4fPtzwARMRkU7z87Cvti7rUSkGrv0T8/bEIvl+9Y+RIf2gE8nUhQsXAAC9e/dWqjMzM0O3bt1QXFyMpKSkRovhmWeeAQB88803uHfvnrxcKpVi9erVAICZM2cq9ImPjwegOu6q5RXtiIjIcLw2yAPfzfLDoI6OsLNUvpwnkQo4eDEdE7acQvYj1ZcCST9ofQJ6Xl6e/K43V1dXlW1cXV0RExOD1NRU+Pr6Nkocw4YNw+LFixESEoKOHTti8ODBsLW1RWxsLO7cuYO33npLnlRVSE1NrTXuqu3U4ePjo7I8OTkZnp68hZaISJ8M926F4d6tIAgCUrIKcO7WQ3wffQvxt3PlbfKKy5GSVQAHm+qvkJBu03oy9ehR5elNKyvVt5JaW1srtW0MGzZsgKurK5YuXYojR47Iy319fTFs2DCFOVFV49F23EREpNvSc4tx8U4uzqflKCRSADCwowN6t2+ppcioITRIMjV58mQkJCRo1GfXrl3w9/eHIAi1tlWnTX2VlJTglVdeQWhoKFasWIGgoCA4ODggJiYGCxYswIQJE/DFF1/gzTffVIqrYk5VQ8SdmJiosry6M1ZERKRbHhSU4nJ6Hi6n5yEuLQfnU3NwJ6dIZduBHR3w3Sx/GBmp/hwh/dAgydTNmzc1ns9UWChbqMzW1lahTCwWV9vWxsamHlHW7NNPP8XPP/+MhQsXKlzOGz58OA4dOoQuXbpg+fLlmDZtmnwiekXsBQWqn73UFHETEZF2SKQCbmYX4NLdPHnydCk9Dxl5tc9/sjA1worArpjer321f5CT/miQZComJqbOfcViMezs7JCbm4vbt2+ja9euSm1u374NAGjfvn2d36c2u3fvBqD6jsJ27dqhf//+OHbsGGJiYvDss88qxFMR35OaIm4iImo6haXlCIu7g+NJ9/FPcjYelZSr3be9vRX83O3Rz8MeT3VpBUfOkWo2tD5nCpDNSYqMjERsbKxSMlVWVoaEhASYm5vDy8ur0WKoSHxUnRmrWv7gwQN5WcVk+NjYWJV9Ksp79OjRYHESEZF2ZOQVo98nx9Rqa29thq6txejYygZd24gxqKMj2rSwbOQISVt0IpkKDAxEZGQk9u7di+nTpyvUhYeHo7i4GKNHj4aFhUWjxeDi4oLU1FTExMSge/fuCnUSiQRxcXEAAHd3d3n5c889ByMjI5w4cQKZmZlo1aqVvK6kpAQHDhyAkZERRo0a1WhxExFR44lKzsL6o0lIe1CIrEelSvVGIsDD0RpdWovRtY1Y9rW1GK1szXn5zoDoxDpTwcHBEIvF2LdvH3799Vd5eWZmJpYuXQoAKh/L4u3tDW9vb9y5o/rp3JoYP348AODDDz/E1atX5eUSiQTLly/HzZs34ebmpvBsvtatW+Oll15CaWkp5s6di/LyytO9S5cuxf379zFt2jSFFdWJiEg//BZ3B9O+PY241ByVidRL/u2w/81BOLpwCL6c1htzh3XEcK9WcBZbMJEyMCKhKW6VU0NoaCimTp0KQRAwdOhQODo6IiIiAjk5OViwYAE2bdqk1Kfif9aUlBSFM0YA0L9/f/l2cnIysrKy0LFjR/lDh3v37o2tW7fK22RnZ2PgwIFISkqCubk5BgwYAHt7e8TFxeHGjRuwtLREeHg4nnrqKYX3ycrKQv/+/eXrQPXt2xeJiYlISEiAp6cnoqOj4ejoWO+fT8XdfNXd7UdERA0r5PckbP7zeq3tzIyN4OZghdYtLNHGzgIudhbo4GQDbxdbeDhaw9RYJ85bGLTG/gzVmWQKAE6dOoU1a9YgOjoapaWl6NKlC+bNm4egoCCV7WtKpmr7q2Do0KE4fvy4Qll+fj42bNiAsLAwJCcno7S0FK1bt8bw4cOxbNkydOnSReVYDx8+xMqVK/Hbb78hIyMDzs7OGDduHFavXq30CJq6YjJFRNS0sh+V4JNDVxAaq/omI3X5ubfEsue80de9YT4PSHMGlUxR9ZhMERFph1Qq4F5eMW5lFyL1QQFuZhciOfMRrmU+wq3sAkjV+BR1c7DC3+8Mb/xgSaXG/gzViQnoREREusrISIQ2LSzRpoUlAjwd8KikHAfi76JMIkVBSTky82tfV6pdS9VPyqDmgckUERGRmiKv3scr28+o1dbESASRCHh9cAe8MYzPVm3OmEwRERGpISzuNhb9FF9tvaONOXq1b4HA7q3Ru31LuLa05GNiDASTKSIiomqcu/UQv8XdQblUwA9nUpXq/zXME5N6u8K1pSUsTI21ECHpAiZTREREKnwffQvv/5ZQYxtTYyN0bMXnrxo6Ln5BRESkQvSN7FrbTOnj2gSRkK5jMkVERFSFVCogt6gMz/dojZqmPHk4WqOdPe/SI17mIyKiZqywtBznU3MgFWTbj0pkr/zix9vF5cgvLkPWo1JkPSrB/fwSPCwsrXXtKAtTI7w6yKNpvgnSeUymiIioWdp+MgUfhV9q8HGDBrpj2XPenHBOckymiIio2fnjUkaDJFK25iYQW5qiuEwCRxtzvNy/PWb0d+ODjEkBkykiImo2isskuJVdiNd3xVTbZpiXE2zMTWBrYQIbcxNYm5vAwcYcTjZmcLQxh4ONOVpYmsLWwgQmfEgxqYHJFBER6bVyiRQ5RWX44LcEHE64V2Pb2A+egb21WRNFRoaCyRQREemVqOQs/PvgZSTezdOoX+/2LZhIUaNgMkVERHrl/bAE3MgqULu9tZkxxvZsg7nDOjZiVGTImEwREZFead3CQq1k6jkfFywb5Q0PR+smiIoMGWfWERGRXtk6rQ8+GueD/h3sa2x3JPEehn92HOO2nMLdnKImio4MEZMpIiLSK3ZWpnglwB0/vN5frfbxaTn46nhyI0dFhoyX+YiISKcIgoD8knJk5Zcg61EpHhSUIreoFDmFZcgpKkNOYRnyispw8GK62mP2cLVrxIjJ0DGZIiIircl+VIKwuDs4nfIAmXnFyHpUivuPSlBaLm2Q8Ud3d8Gk3q4Y0cW5QcYjUoXJFBERNbmScgmuZTzC81+cbLAxx/Vsg/b2VsgpLMPUvu3QnWejqIkwmSIionqRSAXkFpXhQUEpcgpll+UeFpbiYWEZHhZU7Jc9LpNdrntQUFrruMZGIthbm8HB2gwtrEzRwtIMdpamaGFlCrvH+64tLdHO3grt7a1gbMRHvJB2MJkiIqI6iU19iHd+iUfyffXXfKqJvbUZvnipFxxtzOFoY4aWVmYwYoJEeoDJFBER1clXx5MbLJEa4d0KG6b6ooUVVygn/cNkioiI6qRHWzv8cSmjQcY6diUTPT/6Ay2tTNHS2gyWpsZobWeBKX3b4ZkuzjxDRTqNyRQREakkkQooLZeipFzy+KvsVVHm72GPRU93xv74O3hUUo6ScilyCsvq9Z6yuVWyMRLv5iHiciZmD+mA90Z3aYhviahRMJkiamSCIFTZrlJeUzuF8qp9FHsJTw5STXnVfvWN4cnKhh5bgOpBlMerPQbl96q+3ZNjSwXh8UvWTyIIkEpl5U/WSwUBUmll24oyiSDI9qVQGEsqoLJOxbiSqm2lVcaTCiiXCiiXCJBIpSiTysrKJFKUSyrqpLKyx9vlCl8ft5eqai+VJ0wVXyXSGn5ITehaRr62QyCqEZMpahB7Tt/CirAEbYdBRM1MH7eWPCtFOo/JlB6RClIUlNZtsqeZsRlMjU1V1hWWFSr8xa4JU2NTmBmb4T+HrtSpPxHpF1NjEcxMjGBuYgQzYyOYmojk22Ymj1/GRjA3NYKZsQjmpiawNDWFeUWfKvUikQQmxiJYmxnD1sIENuYmsLWQbdtamMDKzBgikWyu1JO/+0yMTGBuYq4yxuLyYkikkjp9f8ZGxrAwsWjScUvKS1AuLa/TuEYiI1iaWqqsK5WUokxSt8uuIpEIVqZWKuvKJGUoldS+tEV1rM1UP3i6XFqOkvKSOo9rZWol//+lKolUAqkghZGo8Z6gx2RKj2QXZmN91Po69R3daTT82/orFuZnAKlR+OPKPpRKKv8HFglA1Ysjsv81hSp1FQR0cfRGF8cuWOJyExfSciASVe2nmKBV7IueqBNBgEhlO+Hxu4iUxqqOqj61jaNqWmvtfTQbRzXVdZqOU1ssgvyrSP5V1U+/ajtBRRRP/jyrvo9iDIJCnXKf6utV91H9fiIIMIIAI5EAVGxDCqOqdQr7UogAfFY+BXmwUfr+mpvenW7DyEiASCT7GYlEAoyMZNtGj7er1gW080cPl65PJDzGMDM2wtfnvkCJpADGRgJUfFbVaJj7MAxzH6aybsuZLbhTeB8oBfBIs3H92vghsHOgyrofE37EzZybmg34WFenrpjqM1Vl3f6k/bh0/1KdxnVv4Y5ZPWeprIu4EYGzd8/WaVwnKyfM85+nsi4qLQrHbx6v07hWplZYOnCpyrq4e3E4dO1QncYFgFXDVqksT8pKwi+XfqnzuO8MeEdlopaWl4bswmw4WTvVeezaMJkyVAm/AnuDAADj6jXQUQDATADgHc2kBxLaeSPTuAUAI0gB9GntB0tTG2z+8/rj1EsxoZQ+TsMEiB6nY7p/V1ln10z08FT/uXUA0L2dGfza2qusMzeVQqLmHzREhojJlKG6ekTbERBpxbr0LxQLbsu+zFZ9BUYliVCZXAmPE7CqSVfVxEsqkrUBRBAeb0sEaWUbkUjeD8Dj9pV9pTCCRCQbWyoygrmpNYyNLSCIjCGBESQwQrkgez0szYelRTksjMshTTJCuZEJyo2MIREZy74ayb6WG5mgxNgcxSZmKDYxR4mJOUwLsoDSAsDUChqffiIycEymDJX/HODCz6juUhMRVc/48aVFGQ3m0Kj651bDnZIq1TYFphRAntoRVTq7S/ZVZAxY2AHGZsCjewCAJRDhp25jkOToWYeBiZo/kVDXmcfUpHx8fCAVpIg5H1On/o09AV2VorIiSIW6Pfldo8mlNd23/0Qb+SRQFX2UJ5c+eY999Z+ExkbGsDC2UPneJeXFipNLVf6oVb+XbHKphcr3Vz25VNU4QpWvsjYiAFYmFkBqFJB0BBAkgCAFpBJIpeWQSssA6eMyQQqRVAKUFcL4zjlVwQMApOI2gMgIRoKg4n0F2fIFgrSyDFDcV/lV8XsQqWpHTabotT8gdfbRqI9O/I7QACegyzS3CejdunWDkcgIiYmJdR6/Jkym9ISPj+wXWGP9j0AEqRS49jsQ818ozAsSKU4LVyCqMoeouktDSuVV22vyPo/LldopJ12PC55IQKv5VVddMi4Isvd6Mqmr2Baksv2KpFNaLntJygBpmeyrfLtcRVmZLInVJ2+cAly6aTsKIo019mcoL/NR9cpLgFunKverfuhU/ZBRqWqdCDWeQdAonVezsUZ/I9SyeiNQ+QFe48+gYlv0xL6G41YbXy0/xyfHrfVn8MS4pzYBt+t2RxEZgJf3MpEiqoZOJVNRUVFYs2YNoqOjUVpaiq5du2LevHmYOXOmRuNkZWXht99+w5kzZ3DmzBkkJCRAIpHghx9+wIsvvlhtP4lEgv/7v//Dzp07cenSJZSUlKB169YYMWIEli9fjk6dOin1cXd3x61bt6od8/Lly/D29tYofp2QfgHYEQiU1GXyBRHpFDNbwMwaMLeRfTWzefx6XGbtBDh5A1b2gLlY9rIQy8qrmR5ARJV0JpkKCwvDlClTIJVKMWTIEDg6OuLYsWOYNWsW4uPjERISovZYJ0+exOuvv67R+wuCgIkTJ2L//v2wtrbG4MGDYWNjg7i4OHz33Xf45Zdf8Ndff6Fv374q+1eX8NnZ2WkUh864epSJFFFzUZove9W0lpPIWJY4GZkCxiaPv5oCRibVlNexnbGZ7I5BU8sqLyvA1gWwc5VNfifSMzqRTD18+BBBQUGQSCQIDQ3FxIkTAQAZGRkYNGgQNm7ciDFjxmD48OFqjefs7Iy5c+fCz88Pfn5+WLt2LXbv3l1jnwMHDmD//v3w8PBAVFQUXFxcAABSqRRLlizBxo0b8fbbb+Pvv/9W2X/Hjh3qf8P6oMdUICEUuH9Z25EQUVMQJEC5BECxtiMBBi8BhrwDmGqwXgWRFulEMrVt2zbk5uZi3Lhx8kQKkCVF69atw8SJExESEqJ2MhUQEICAgAD5vpFR7UvIR0ZGAgDmzJkjT6Qq+n7wwQfYuHEjzp41oPkkLd2AedH1H0fVvJ1q5/LoU1t1JzPrSttqNEYMNf1s5ZPEq7mLr+LOLqUyVe2eHA9VyqWV7yHfliq+d431FXVCNXVP9AWqr1N63yfHkTyevC55PDm9XPElL5PIJq5Lyx9PaK94lVXp+8Rk9yf39eXuxxOfAXdjgWm/yM5qEek4nfi/NDw8HAAwefJkpbrAwEBYWFggIiICxcXFsLBonL9UzM1V32ILQH6rpb296tWBqQaq7vDigoBE2qGQdJU9cfdhNUmYPHmrJkF78g5GaTlQXgwUPgAKsytfBVlA0QP1Y03+E9g5BpgVDhgZN97PhKgB6EQydeHCBQBA7969lerMzMzQrVs3xMTEICkpCb6+vo0SwzPPPINPPvkE33zzDWbOnKlwmW/16tUAqp8XBQDr169HcnIyzM3N4ePjgwkTJsDJqfGeA0REBKFiaQZJlTNVksevcsWzXkplVZZzqKldWTFQXgSUVbwKZWVlhbIV00vygOJcoPjx15I8oFTDB+1VJzUKyE+XzaUi0mFaT6by8vKQk5MDAHB1Vf0PxtXVFTExMUhNTW20ZGrYsGFYvHgxQkJC0LFjRwwePBi2traIjY3FnTt38NZbb8mTKlWWLlV8IOSiRYuwefNmvPbaa40SLxE1MakEiN4KnP5Gti+S/6dyzSyldbdEKtbIenKdrScWIJVWSWwUkpwny8orLzE2V16BgG1rbUdBVCutJ1OPHlX+BWNlpXq1VWtra6W2jWHDhg1wdXXF0qVLceRI5bPrfH19MWzYMJiYKP+4xo4di+HDh6NPnz5wcnLCjRs3sH37dmzatAnBwcFwcHDA+PHj1Y6hYmGxJyUnJ8PTk49yINKa8EVA7E5tR6F/zMWyO/Qqvlo8uf9kWQvZvmVLwNpR29ETqaVBkqnJkycjISFBoz67du2Cv7+/Wo8xaYpF2ktKSvDKK68gNDQUK1asQFBQEBwcHBATE4MFCxZgwoQJ+OKLL/Dmm28q9Nu8ebPCvo+PDzZs2AAvLy/MmTMHy5Yt0yiZIiId9eCGtiPQDRUJkLkdYNkCsHKQrUdl7QRYP962cnz81R4wsZAth2BsyvmS1Gw1SDJ18+ZNJCUladSnsLAQAGBra6tQJhaLq21rY2NTjyhr9umnn+Lnn3/GwoULFS7nDR8+HIcOHUKXLl2wfPlyTJs2Ta2J6MHBwfjggw9w9epVpKSkwMPDQ604qlvqvrozVkTUREatBf78N5B0UNuRaFdxruzVGMZtAXynAWrcgU2kSxokmYqJqdvDdwFALBbDzs4Oubm5uH37Nrp27arU5vbt2wCA9u3b1/l9alOxDpWqOwrbtWuH/v3749ixY4iJicGzzz5b63hGRkbw9PREZmYm0tPT1U6miEhHOfsAL/2v7v0rlkRQWv5AUmWJhIo5UU/uVz50WrGsSp1a45QDuXdkSw/oon3zgOivgadXAWZWyqu1m1ox0SKdpPU5U4BsTlJkZCRiY2OVkqmysjIkJCTA3NwcXl5ejRZDRcKm6sxY1fIHD9S/tffhw4cAGveMGhHpCZFItsq4Ltzm338ucOMv2ZIFkjLZUgblJYCkRPa1Yr+8GCgvrVJf+vhVpmK74mtJ/SbGZ1wE9kyqvd2E/wN8q388GFFT0olkKjAwEJGRkdi7dy+mT5+uUBceHo7i4mKMHj260daYAgAXFxekpqYiJiYG3bt3V6iTSCSIi4sDIHsWnzoSExORlJQEKysr/Xw2HxE1X9YOQHfls/ANRiqRJV9b+wM51T+7tF4OvAV0HSd7HA2RlulEMhUcHIx///vf2LdvH3799Vf5KuiZmZnyJQcWL16s1K8iSTl27Bjatm1brxjGjx+PzZs348MPP8TAgQPRuXNnALJEavny5bh58ybc3NwUns139OhRODo6ok+fPgpjXbhwAS+++CIEQUBwcDDMzMzqFRsRkV4xMpZdppt3RnYHZEaibNK6kYmsTlJWZc2qqutXPX7du1j7e7TqIpvcTqQDREJT3CqnhtDQUEydOhWCIGDo0KFwdHREREQEcnJysGDBAmzatEmpT8XK5CkpKUpnjPr37y/fTk5ORlZWFjp27AgHBwcAsgVCt27dKm+TnZ2NgQMHIikpCebm5hgwYADs7e0RFxeHGzduwNLSEuHh4XjqqafkfVatWoXVq1fDzc0Nnp6ecHJyQkpKCmJjY1FeXo6hQ4fi0KFD1S75oImKCejVTVAnImo2jq4A/vmy5jYuPQAHT6BFe8CuneyruC1g11a2vALvHKQqGvszVCfOTAHApEmTEBkZiTVr1iA6OhqlpaXo0qUL5s2bh6CgII3HO336tFLZ9evXcf36dQBQumTo4OCAs2fPYsOGDQgLC8OZM2dQWlqK1q1bY+bMmVi2bBm6dOmi0GfkyJFIS0vD2bNnER8fj9zcXIjFYgwaNAgvv/wygoKCYGysA/MjiIj0ybB3ZetM/flx9W3uXZC9VDG1AsRtHr9cZV/t2sq27T2Alu6ypRqIGojOnJmimvHMFBEZHEmZLKE6/z+g4H7Dju3oBQxZAvSY2rDjkk5q7M9QJlN6gskUERk0SfnjByZnyhKr/HtAThqQmwrkpMq28+7K7ibUxNIU2eKi1KwZzGU+IiKiahmbALbOsld1BAEofADk3ZElVvcuAn+tqb69XTvZ6uxE9cTVz4iIqHkQiWTLPrTuAXg9J1v3qjoWLYCAeUDWVeBRZpOFSM0Tz0wREVHzIwjA6a+rry/OAY68W7nf8Wnghe+5bhXVCc9MERFR8yMSAb1fUb/99Qjgdt0fjUaGjWemiIioeRr5byDgTSA3TTZhPT9d9jq5UbmtXXvZ5UGiOmAyRUREzZe4texVVeED2crsVb38s2yVdqI64GU+IiIyLCM+VC7b2l+5jEhNPDNFRETNnyAAN/4CYncDKZHajoaaGSZTRETU/J3cCBxbXX39U+83XSzU7PAyHxERNX+X99dcX/IISAgFHtxomnioWeGZKSIiav58XwLungdQzRPUTn1eue3cHXhqBeA1qgkCo+aAZ6aIiKj56zcHeCsemPRfwO91oIVb9W0zLgI/vARkXm66+Eiv8cwUEREZhpZuslf3ybL9gizg3gUg/YLsa0JolcYCkHsbaNVFK6GSfmEyRUREhsnaEfB8SvYCnkimAEAElJcAJuZNHhrpF17mIyIiAoCu4xT390wC1nUAfpkFXIuQLa9ApAKTKSIiIgB46kPAzFaxrPQRkBgmS6y29geu/aGd2EinMZkiIiICAMeOwII4YNR6wNRKuf7+FeCHF4GinCYPjXQb50wREZFhKy8FHiTLlk64ehhI/gsoK1Td1sgEEImaNDzSfUymiIjIMF37Q7Yq+r2L6rV3Hyx7rh8fiExPYDJFRESGRxCAX18Hih5W38ZjCODkLXt5BwK2Lk0XH+kVJlNERGR4RCLAvgNw51z1bVJPA7l3gKyrwN04wMFTtoyCSw9e6iMFTKaIiMgwvbwX2DkGyEhQXS8pkc2lepBcWRaxSvb1jZOAS/dGD5H0A+/mIyIiw2RlL0uKXvoR8AsGOo0EnLsB5mrMifp6EPDPlsaPkfQCz0wREZHhEolkDzR+8qHGxblAThqQmyb7+tcaWVlVR98DAuY1Xayks3hmioiI6EkWdoBLN1mS1W82sOS66nYnP2/SsEg3MZkiIiKqjYkZMGC+cnnESuDMt00fD+kUJlNERETqeOZj4IXvgZ7TFcsPLal5iQVq9phMERERqUMkArqMAcZvAYa8o1j3XSAgKdNOXKR1TKaIiIg01Xum4vP7MhOB6K+0Fw9pFZMpIiIiTbVoJ3soclV/fABErJatrk4GhckUERFRXdi6AGO/VCw7GQL8NB0oeaSdmEgrmEwRERHVVe8ZwOTtAKo8XuZKOBDSFYj6stpu1LwwmSIiIqqPbpOAxZeBNr0qy0pygd9XACc2AFKp9mKjJsFkioiIqL7ErYGgw8CABYrlxz4CfnqZ86iaOSZTREREDcHUEhj8NjDsPcXypENA7m3txERNQqeSqaioKIwePRr29vawsbGBv78/du7cqfE4WVlZ2LZtG2bPno2ePXvCxMQEIpEIP/74Y439JBIJvvjiC/Tp0wfW1taws7PD0KFDERYWVmO/nJwcLFy4EG5ubjA3N4ebmxveeust5OTkaBw7ERHpkQc3gKgvgL2vApt7A2vdgOOfKLcruN/0sVGT0ZkHHYeFhWHKlCmQSqUYMmQIHB0dcezYMcyaNQvx8fEICQlRe6yTJ0/i9ddf1+j9JRIJxo8fj/DwcNjY2GDw4MEoLy9HVFQUJk6ciNWrV+PDDz9U6pednY2AgABcu3YNHTp0wPjx45GYmIjNmzfj0KFDiI6OhoODg0axEBGRjirOBc7tBC78DEhKgKyrtfdx6QG4dG/82EhrdOLM1MOHDxEUFASJRIK9e/fi+PHj2Lt3L65cuYKOHTti48aN+Ouvv9Qez9nZGXPnzsV3332HhIQEzJgxo9Y+n3/+OcLDw+Hh4YH4+HgcOXIEERERiImJgYuLC1auXInTp08r9Vu0aBGuXbuGiRMnIikpCT/99BMSEhIwf/58XL9+HYsXL9boZ0FERDpKEICdY2TrSWVcrD6RsrADOgwDBi4Epu4GXv8TMDZtykipielEMrVt2zbk5uZi3LhxmDhxorzc2dkZ69atAwCNzkwFBARgy5YtmDVrFnx8fGBkVPu3+dVXspVr16xZgw4dOsjLu3btivfffx8AsHbtWoU+9+7dw549e2BqaoqtW7fCxKTyRN/69evh5OSEPXv2ICMjQ+3YiYhIRwlS4OFN1XVmNkDAm8DcaGDZLeCVfcAzq4GuY5lIGQCdSKbCw8MBAJMnT1aqCwwMhIWFBSIiIlBcXNwo75+bm4vk5GQAwLBhw5TqK8qOHDmC0tJSefnhw4fllyWdnZ0V+pibm2PMmDGQSCQ4fPhwo8RNRERNyMgYmLRddV3pI+CfL4GvBspeB94Crh4FSgubNkbSCp1Ipi5cuAAA6N27t1KdmZkZunXrhuLiYiQlJTXK+xcUFMi3W7ZsqVRvb28PACgqKsLVq5WndePj4wGojrtqeUU7IiLSc52eBlZkAB5DoLBQZwVBIntO37kdwP+mAp+6ypKr/QuAmyebOlpqIlqfgJ6Xlye/683V1VVlG1dXV8TExCA1NRW+vr4NHoO9vT2MjY0hkUhw69YteHt7K9TfunVLvn3z5k1069YNAJCamlpr3FXbqcPHx0dleXJyMjw9PdUeh4iIGompBTDzAFCQBVyPAG6fBdLjgXsJQHmRYltBAmQkyF6xO4EhS4GnVmgnbmo0Wj8z9ehR5fOLrKysVLaxtrZWatuQLCws4O/vDwDYsWOHUv13330n387Pz5dvV8SjrbiJiEiLrB0B3xeBwA1AcASw/LZsztSo9bIzV6YqPhtOfAaUFSmXk15rkDNTkydPRkJCgkZ9du3aBX9/fwhqrAqrTpv6Wr58OcaOHYsNGzbAyckJ06dPh0QiwX//+19s27YNJiYmKC8vV5jMXhGXSKTiVG8d405MTFRZXt0ZKyIi0hHGJkCrLrJXv9mApBzISgJOfg5c/FnWRpACRlq/KEQNrEGO6M2bNzWez1RYKJuUZ2trq1AmFourbWtjY1OPKGs2ZswYfPbZZ3j33XexZMkSLFmyRF738ssvIyUlBVFRUQpzqipirzrnqqnjJiIiHWVsAjj7AP3mVCZTAJCTCjhw2kZz0iDJVExMTJ37isVi2NnZITc3F7dv30bXrl2V2ty+LVuGv3379nV+H3W8/fbbGD9+PPbu3YsbN25ALBZj5MiRePrpp+Hi4gJA8QxRRTwV8WkrbiIi0mFt+wAmFkD54zvSU6OZTDUzOnGu0dfXF5GRkYiNjVVKpsrKypCQkABzc3N4eXk1eiyenp5YtmyZQtnFixeRkZGBjh07om3btgpxA0BsbKzKsSrKe/To0UjREhGRzhOJKhMpQDYZnZoVrU9AB2RrSQHA3r17lerCw8NRXFyMESNGwMLCoqlDA1C5YOjs2bMVyp977jkYGRnhxIkTyMzMVKgrKSnBgQMHYGRkhFGjRjVZrEREpGOkUsX9h7dUtyO9pRPJVHBwMMRiMfbt24dff/1VXp6ZmYmlS5cCgMrHsnh7e8Pb2xt37typdwwFBQW4cuWKQplUKsX69euxY8cOeHl5YcGCBQr1rVu3xksvvYTS0lLMnTsX5eXl8rqlS5fi/v37mDZtmvwSIRERGSAjI8C2TeV+WjRwX41n+pHeEAlNcaucGkJDQzF16lQIgoChQ4fC0dERERERyMnJwYIFC7Bp0yalPhV30aWkpMDd3V2hrn///vLt5ORkZGVloWPHjvKHDvfu3Rtbt26Vt7l58yY8PDzQrVs3dOrUCcbGxjhz5gxSU1Ph7u6OP//8Ex4eHkoxZGVloX///vJ1oPr27YvExEQkJCTA09MT0dHRcHR0rPfPp2KuVnV3+xERkQ67uBcIfa1y38YFePOM7Dl+1Oga+zNUJ85MAcCkSZMQGRmJkSNH4vz58zh06BA8PT2xfft2lYlUbU6fPi1/ZWVlAQCuX78uL7t06ZJCe3t7e7zxxhuQSqWIiIjAoUOHYGtri5UrV+LixYsqEykAcHR0xNmzZzF//nyUlpYiLCwMubm5ePPNN3HmzJkGSaSIiEjPdZske/BxhUf3gLg9WguHGpbOnJmimvHMFBFRM/ClH5D1+BJfjxeAid9oNx4DYTBnpoiIiJq9ksqnaMDYTHtxUINiMkVERNRUxJXL6+DeRUAq0V4s1GCYTBERETUV3xcrt9PPA1FfaC0UajhMpoiIiJpK31cBr8DK/eivtBcLNRgmU0RERE3FyBgImFe5X1akvViowTCZIiIiakpWDpXbpflAWXH1bUkvMJkiIiJqSi3aV97JJ0iB39/XbjxUb0ymiIiImpKZleJE9LPfAme+1V48VG9MpoiIiJraqHWAS4/K/cPLgDvntBcP1QuTKSIioqZmaglM+wmwevzIMUECnP9BuzFRnTGZIiIi0gZxG8CvysOP8+5qLxaqFyZTREREWiOq3Cx9pL0wqF6YTBEREWmLXZXHy6T8Ddw8pb1YqM6YTBEREWlL9ymAc7fK/fCFig9DJr3AZIqIiEhbTC2B0Z9V7mdd5fP69BCTKSIiIl3y4Ia2IyANMZkiIiLSlnsXgR9fqtw3MgX6vaG9eKhOmEwRERFpy1+fAkUPK/efDwFc+2ovHqoTJlNERETaYuusuH/sIyD+J0AQtBMP1QmTKSIiIm15ejXQ6dnK/YL7QNhsYPd44EGK1sIizTCZIiIi0hYLMfDSj8CIDwETy8ryG8eBrwYCMdt5lkoPMJkiIiLSJiNjYPDbwBsnAY8hleVlBUD4IuDAW0yodByTKSIiIl3g2BGYeQCY/B1gaV9ZHrsT+OMDJlQ6jMkUERGRLuk2EZgbDbTrV1kW9QUQtVl7MVGNmEwRERHpGltnYNrPgHP3yrKI1UBGovZiomoxmSIiItJFli2AGb8Cdu1k+4IE2DMVyL2j1bBIGZMpIiIiXWXT6vGz+0Sy/bzbwPcTgcIHWg2LFDGZIiIi0mUu3WUPRK5w/woQ+Vn17anJmWg7ACIiInpC7h3gegRw6Tfgxt+yS3xViURaCYtUYzJFRESkK4oeAntfA5KPqa43swX6zgKGv9+kYVHNmEwRERHpiuvHVCdSdu2B/m8AvWbIVk0nncJkioiISFe0D5CdfSrNrywL3AD0eRUw4jRnXcUjQ0REpCvs2gKzwgETi8qyEyGApFR7MVGtmEwRERHpkjY9gam7Kvfz7sgeeEw6i8kUERGRruk8Eug8qnL/+H+AsiLtxUM10qlkKioqCqNHj4a9vT1sbGzg7++PnTt3ajxOVlYWtm3bhtmzZ6Nnz54wMTGBSCTCjz/+WGM/iUSCL774An369IG1tTXs7OwwdOhQhIWFVdvH3d0dIpGo2teVK1c0jp+IiAhDl1Zul+QCCb9qLxaqkc5MQA8LC8OUKVMglUoxZMgQODo64tixY5g1axbi4+MREhKi9lgnT57E66+/rtH7SyQSjB8/HuHh4bCxscHgwYNRXl6OqKgoTJw4EatXr8aHH35Ybf+ZM2eqLLezs9MoDiIiIgBA296K+4eXyS4BOvtoJRyqnk4kUw8fPkRQUBAkEglCQ0MxceJEAEBGRgYGDRqEjRs3YsyYMRg+fLha4zk7O2Pu3Lnw8/ODn58f1q5di927d9fY5/PPP0d4eDg8PDwQERGBDh06AAAuXbqEESNGYOXKlRg5ciT69eunsv+OHTvU/4aJiIjUMfIT4Oh7su3SfOCrAUCXscD4rYC5rXZjIzmduMy3bds25ObmYty4cfJECpAlRevWrQMAjc5MBQQEYMuWLZg1axZ8fHxgpMbtpF999RUAYM2aNfJECgC6du2K99+XLY62du1atWMgIiKqt4B5wMCFimWX9wNn/6uVcEg1nUimwsPDAQCTJ09WqgsMDISFhQUiIiJQXFzcKO+fm5uL5ORkAMCwYcOU6ivKjhw5gtJS3p5KRERN6OlVQN/XFMuu/aGVUEg1nUimLly4AADo3bu3Up2ZmRm6deuG4uJiJCUlNcr7FxQUyLdbtmypVG9vbw8AKCoqwtWrV1WOsX79erzxxht466238M033+D+/fuNEisRERkYkUhxMjoA3DoJZCdrJx5SovVkKi8vDzk5OQAAV1dXlW0qylNTUxslBnt7exgbGwMAbt26pVRftezmzZsqx1i6dCn+7//+D5s3b8acOXPg7u6O//6Xp2GJiKgB2Loolz3KaPo4SCWtJ1OPHj2Sb1tZWalsY21trdS2IVlYWMDf3x+A6onk3333nXw7Pz9foW7s2LH49ddfcevWLRQWFiIhIQGLFy9GSUkJgoOD8dtvv2kUi4+Pj8pXxWVIIiIyUE+vUtyPrfnGKmo6DXI33+TJk5GQkKBRn127dsHf3x+CINTaVp029bV8+XKMHTsWGzZsgJOTE6ZPnw6JRIL//ve/2LZtG0xMTFBeXq40mX3z5s0K+z4+PtiwYQO8vLwwZ84cLFu2DOPHj2/0+ImIqJkreqi4Ly3XThykpEGSqZs3b2o8n6mwsBAAYGtrq1AmFis/DbuirY2NTT2irNmYMWPw2Wef4d1338WSJUuwZMkSed3LL7+MlJQUREVFqZxTpUpwcDA++OADXL16FSkpKfDw8FCrX2JiospyHx+uK0JEZNAcOinu93xJO3GQkgZJpmJiYurcVywWw87ODrm5ubh9+za6du2q1Ob27dsAgPbt29f5fdTx9ttvY/z48di7dy9u3LgBsViMkSNH4umnn4aLi+x6tbpJjZGRETw9PZGZmYn09HS1kykiIiKVPIYo7hdkaycOUqITi3b6+voiMjISsbGxSslUWVkZEhISYG5uDi8vr0aPxdPTE8uWLVMou3jxIjIyMtCxY0e0bdtW7bEePpSdkm3MM2pERGQgTC0BY3NAUiLbv3oE6DFFuzERAB2YgA7I1pICgL179yrVhYeHo7i4GCNGjICFhUVThwagcsHQ2bNnq90nMTERSUlJsLKygre3d2OFRkREhsKmFfD0ysr9a78DhQ+0Fw/J6UQyFRwcDLFYjH379uHXXysf5JiZmYmlS2VrayxevFipn7e3N7y9vXHnzp16x1BQUKD0UGKpVIr169djx44d8PLywoIFCxTqjx49inPnzimNdeHCBUyZMgWCICA4OBhmZmb1jo+IiAg9pwGmj+98L8kDYrZrNx4CAIiEprhVTg2hoaGYOnUqBEHA0KFD4ejoiIiICOTk5GDBggXYtGmTUh+RSAQASElJgbu7u0Jd//795dvJycnIyspCx44d4eDgAEC2QOjWrVvlbW7evAkPDw9069YNnTp1grGxMc6cOYPU1FS4u7vjzz//VJr3tGrVKqxevRpubm7w9PSEk5MTUlJSEBsbi/LycgwdOhSHDh2qdskHTVTM1apugjoRERmIiNXAycePWDOxABZelJ21omo19meoTsyZAoBJkyYhMjISa9asQXR0NEpLS9GlSxfMmzcPQUFBGo93+vRppbLr16/j+vXrAKB0ydDe3h5vvPEGIiMjERERAYlEAg8PD6xcuRJLlixROe9p5MiRSEtLw9mzZxEfH4/c3FyIxWIMGjQIL7/8MoKCguSLgRIRETUIr9GVyVR5sWzJBCZTWqUzZ6aoZjwzRUREAIDor4Ejj2+UaukBLIiTPXKGqtXYn6E6MWeKiIiI1HTt98rtvDtMpHQAkykiIiJ9YmVfuS0pBS78rL1YCACTKSIiIv3y7L9ll/cq/PkxIJVoLx5iMkVERKRXbJ2BUWsr93NSgayr2ouHmEwRERHpnVObK7ct7IAWjfu4NaoZkykiIiJ9IpUAqf9U7vtMBMystRcPMZkiIiLSK0bGQPvKhamRc4tzprSMyRQREZG+6fly5Xbyn0D8j9qLhZhMERER6R3fFxX3c9O0EwcBYDJFRESkf4yMFSed82EmWsVkioiISB+1cKvcvnlSe3EQkykiIiK91OnZyu2007L1pkgrmEwRERHpI//XAbGrbFtaBsTu1m48BozJFBERkT4ytQR6Ta/cv31Ge7EYOCZTRERE+sqpc+V2fob24jBwTKaIiIj0VSufyu37l4GMS9qLxYAxmSIiItJXTl6AY5WzU3+u0V4sBozJFBERkb4SiYChyyr3kw4BhQ+0F4+BYjJFRESkz7pNAmxcHu8IwNWjWg3HEDGZIiIi0mciEeA1qnL/Srj2YjFQTKaIiIj0nffzldvXI4C8u9qLxQAxmSIiItJ3HoMB61ay7fJi4O+12o3HwDCZIiIi0ncm5sCwdyv34/YAeenai8fAMJkiIiJqDnrNAMRtZdvSMiAxTLvxGBAmU0RERM2BiRngM6Fy/06M9mIxMEymiIiImou2fSq378RqLw4Dw2SKiIiouXCu8niZ3NuAVKq9WAwIkykiIqLmwsa5cltaBjy4ob1YDAiTKSIioubCsgUAUeU+5001CSZTREREzUVxLgChcr/i7j5qVEymiIiImosnn8vXrp924jAwTKaIiIiai+Q/K7c7DJctl0CNjskUERFRc3H3fOW2tFxrYRgaJlNERETNhYVd5fbNE8CN41oLxZAwmSIiImouxm0BLFpU7v8wDbiXoLVwDAWTKSIioubCsSPw8i+V+2UFwOmvtBePgdCpZCoqKgqjR4+Gvb09bGxs4O/vj507d2o8zrlz57Bq1SoMHjwYbdq0gbm5Odq1a4fp06fjwoULNfa9fPkypkyZAicnJ1haWqJ79+7YuHEjpDWsIpuTk4OFCxfCzc0N5ubmcHNzw1tvvYWcnByNYyciIqqXdv6A1+jK/aIcrYViKESCIAi1N2t8YWFhmDJlCqRSKYYMGQJHR0ccO3YMOTk5WLRoEUJCQtQap7y8HKampgAAR0dH+Pv7w8rKCnFxcUhOToapqSn+97//YfLkyUp9o6OjMWLECBQWFsLf3x/u7u6IjIzEvXv3MGnSJPzyyy8QiUQKfbKzsxEQEIBr166hQ4cO6Nu3LxITE5GYmIiOHTsiOjoaDg4O9f75+PjIHhGQmJhY77GIiKiZO/MtcGhJ5f47NwDr+n8W6atG/wwVdMCDBw8EOzs7AYAQGhoqL793757QsWNHAYDw559/qjVWWVmZ0K9fPyE8PFyQSCTycolEIqxYsUIAINja2gr3799X6ufp6SkAEEJCQuTl+fn5QkBAgABA2L59u9L7zZgxQwAgTJw4USgrK5OXz58/XwAgvPLKK2r/HGrStWtXoWvXrg0yFhERNXPZyYKwUlz5+t9L2o5Iqxr7M1QnLvNt27YNubm5GDduHCZOnCgvd3Z2xrp16wBA7TNTJiYmiI6ORmBgIIyMKr89IyMjfPzxx/D29kZ+fj4OHjyo0C8sLAzJycnw9fXFokWL5OU2NjbYsmWLyhju3buHPXv2wNTUFFu3boWJiYm8bv369XBycsKePXuQkZGh5k+CiIioAdh3UNzPTdVOHAZCJ5Kp8PBwAFB56S0wMBAWFhaIiIhAcXFxvd5HJBKhe/fuAIC7d++qHUOvXr3QoUMHJCQk4ObNm/Lyw4cPyy9LOjs7K/QxNzfHmDFjIJFIcPjw4XrFTUREpJHMK4r7nk9pJw4DoRPJVMWk8N69eyvVmZmZoVu3biguLkZSUlK93+vGDdkTtF1cXBTK4+Pjq42hanlFu7r2ISIianTn9yjut+uvnTgMhEntTRpXXl6e/K43V1dXlW1cXV0RExOD1NRU+Pr61vm9Tp48iXPnzsHMzAzPPfecQl1qamqtMVRtV9c+tamYJPek5ORkeHp6qj0OEREZsDa9FPd/fx/oMAwws9JKOM2d1s9MPXr0SL5tZaX6IFtbWyu11VReXh5effVVAMCiRYvQunVrlXFoEkNd+hARETW6bhOB5z8H8PgO9AfJwF//1mZEzVqDnJmaPHkyEhI0W2F1165d8Pf3h6DGygzqtKmJRCLBtGnTcO3aNfj7++Ojjz6qtu2TSx/UFENFmSZ9alPdbZvVnbEiIiJSqW+QLImK+kK2f+Zb4KkPAFML7cbVDDVIMnXz5k2N5zMVFhYCAGxtbRXKxGJxtW1tbGzqFN/s2bNx8OBBeHl54eDBgzAzU36Kto2NDR4+fIiCgoIa460aQ0XsmvQhIiJqMsOWA1FfAhAASQmQHg+076ftqJqdBrnMFxMTA0EQNHoNGzYMACAWi2FnJ3sw4+3bt1WOX1Hevn17jWN75513sH37drRr1w5//PEHHB0dVbarGFuTGOrSh4iIqMmYWQPtqiRP6ee1FkpzpvU5UwDkk8pjY2OV6srKypCQkABzc3N4eXlpNO6nn36Kzz77DK1atcIff/yBdu3a1SmGquU9evSoVx8iIqImZdmicrskX2thNGc6kUwFBgYCAPbu3atUFx4ejuLiYowYMQIWFupf5/3mm2/w3nvvoUWLFjh69GitiVhNMcTFxeHGjRvo2rUrPDw85OXPPfccjIyMcOLECWRmZir0KSkpwYEDB2BkZIRRo0apHTcREVGDaln5uYUMzeY3k3p0IpkKDg6GWCzGvn378Ouvv8rLMzMzsXTpUgDA4sWLlfp5e3vD29sbd+7cUSjfu3cv/vWvf8HGxgaHDh1Cz549a41hwoQJ8PDwQHx8PDZu3CgvLygowLx581TG0Lp1a7z00ksoLS3F3LlzUV5eLq9bunQp7t+/j2nTpimtaUVERNRkPAZXbl/9HXh0X3uxNFM686Dj0NBQTJ06FYIgYOjQoXB0dERERARycnKwYMECbNq0SalPxV10KSkpcHd3ByBLwNq1a4fS0lJ079692gU1x48fj/HjxyuURUVF4emnn0ZRURH69esHNzc3nDhxAunp6Rg/fjxCQ0MVHlEDAFlZWejfv798HaiKBx0nJCTA09MT0dHR1c7T0gQfdExERHVSVgR85gWU5Mr2OwwDXvrJoO7qa+zPUJ1JpgDg1KlTWLNmDaKjo1FaWoouXbpg3rx5CAoKUtleVTJ18+ZNhUtx1Vm5ciVWrVqlVJ6YmIiVK1fi+PHjePToETw9PfHqq69i4cKFMDY2VjnWw4cPsXLlSvz222/IyMiAs7Mzxo0bh9WrV8Pe3l69b74WTKaIiKjOTv8fcHhp5X6nkcAL3wMmyne3N0cGlUxR9ZhMERFRnUmlQOhrQGLlVBp4BQJTdhhEQtXYn6E6MWeKiIiIGpGRETDxG8D7+cqypIPAn9UvYk3qYzJFRERkCIxMAK/RimX3r2onlmZG6w86JiIiokaWnwH8/AqQFl1ZZmYDDHtXezE1IzwzRURE1NxFrFJOpKaHAm1V3/FOmuGZKSIioubu8d3vcnMiAQdP7cTSDPHMFBERUXPXosozYruMZSLVwJhMERERNWeCAFyPqNx37Ky9WJopJlNERETN2YMbwO2zlfttemotlOaKyRQREVFzZi4GjKsszBmxis/na2BMpoiIiJozGydg1NrK/ezrQOir2ounGWIyRURE1Nz1fRUYvqJyPyUSiPpCe/E0M0ymiIiIDMGQdwArx8r9398HLvysvXiaESZTREREhkAkAl74HjC1qiz750vtxdOMMJkiIiIyFG4BwMCFlfvp8UDhA62F01wwmSIiIjIUggBc+Kly38IOMLPWXjzNBJMpIiIiQ5F9HXiQXLk/bitgYq69eJoJJlNERESGIjdNcf/RPe3E0cwwmSIiIjIU7oOB1r6V+wffBg6/C0jKtBdTM8BkioiIyFAYm8ru6BO3rSw7/RVw9r/ai6kZYDJFRERkSFq0B17Zp1iWfl4roTQXTKaIiIgMzd3zivvdp2gljOaCyRQREZGhuRtXue3UBeg4QnuxNANMpoiIiAyNg2fl9v3LQHZy9W2pVkymiIiIDE2v6UBLj8r9a79rL5ZmgMkUERGRoTExBxw6Vu4LgvZiaQaYTBERERmihymV2+Y22oujGWAyRUREZIgs7Cq3c29rL45mgMkUERGRIfIaVbmdckJ7cTQDTKaIiIgMUYfhldu3z/CRMvXAZIqIiMgQOXcDRI/TAGk5kHlZu/HoMSZTREREhsjUAmjTq3I/6ZD2YtFzTKaIiIgMlffzldtXDmovDj3HZIqIiMhQeY2u3L53ASh6qL1Y9BiTKSIiIkPl5AWYiyv3s29oLxY9xmSKiIjIUIlEgE2ryv3CbO3Fosd0KpmKiorC6NGjYW9vDxsbG/j7+2Pnzp0aj3Pu3DmsWrUKgwcPRps2bWBubo527dph+vTpuHDhQo19L1++jClTpsDJyQmWlpbo3r07Nm7cCKlUqrK9u7s7RCJRta8rV65oHD8REVGTsXKs3M5N1V4cesxE2wFUCAsLw5QpUyCVSjFkyBA4Ojri2LFjmDVrFuLj4xESEqLWOOXl5ejbty8AwNHREf7+/rCyskJcXBz27NmDn3/+Gf/73/8wefJkpb7R0dEYMWIECgsL4e/vD3d3d0RGRmLx4sU4deoUfvnlF4hEIpXvO3PmTJXldnZ2KsuJiIh0QitvIC1atn3hF8AvWLvx6CNBBzx48ECws7MTAAihoaHy8nv37gkdO3YUAAh//vmnWmOVlZUJ/fr1E8LDwwWJRCIvl0gkwooVKwQAgq2trXD//n2lfp6engIAISQkRF6en58vBAQECACE7du3K72fm5ub0BQ/xq5duwpdu3Zt9PchIiIDkxYjCCvFla+78dqOqME19meoTlzm27ZtG3JzczFu3DhMnDhRXu7s7Ix169YBgNpnpkxMTBAdHY3AwEAYGVV+e0ZGRvj444/h7e2N/Px8HDyoeAtoWFgYkpOT4evri0WLFsnLbWxssGXLFo1iICIi0huufYA2vSv3L/2mtVD0lU4kU+Hh4QCg8tJbYGAgLCwsEBERgeLi4nq9j0gkQvfu3QEAd+/eVTuGXr16oUOHDkhISMDNmzfrFQMREZHO6TKmcjs9Xntx6CmdSKYqJoX37t1bqc7MzAzdunVDcXExkpKS6v1eN27Ibvt0cXFRKI+Pj682hqrlFe2etH79erzxxht466238M033+D+/fv1jpWIiKhJtO5RuZ1e841apEzrE9Dz8vKQk5MDAHB1dVXZxtXVFTExMUhNTYWvr2+d3+vkyZM4d+4czMzM8NxzzynUpaam1hpD1XZPWrp0qcL+okWLsHnzZrz22mt1jpeIiKhJuFT5bC3IBPLvAbYu1bcnBVpPph49eiTftrKyUtnG2tpaqa2m8vLy8OqrrwKQJTqtW7dWGYemMYwdOxbDhw9Hnz594OTkhBs3bmD79u3YtGkTgoOD4eDggPHjx6sdp4+Pj8ry5ORkeHp6qj0OERGR2mycANvWQH66bD89nsmUBhokmZo8eTISEhI06rNr1y74+/tDEIRa26rTpiYSiQTTpk3DtWvX4O/vj48++qjattUtfVBdDJs3b1bY9/HxwYYNG+Dl5YU5c+Zg2bJlGiVTREREWtHat0oydQHoPFK78eiRBkmmbt68qfF8psLCQgCAra2tQplYLK62rY2NTZ3imz17Ng4ePAgvLy8cPHgQZmZmSm1sbGzw8OFDFBQU1BivujEEBwfjgw8+wNWrV5GSkgIPDw+1+iUmJqosr+6MFRERUYNw6QFcPSLbvsdJ6JpokAnoMTExEARBo9ewYcMAAGKxWL6w5e3bt1WOX1Hevn17jWN75513sH37drRr1w5//PEHHB0dVbarGLuhYjAyMpJflktPT9c0bCIioqbVqkvl9oObWgtDH+nE3XwVk8pjY2OV6srKypCQkABzc3N4eXlpNO6nn36Kzz77DK1atcIff/yBdu3a1SmGquU9evRQWa/Kw4eyp2/X9YwaERFRk7F2qtzmM/o0ohPJVGBgIABg7969SnXh4eEoLi7GiBEjYGFhofaY33zzDd577z20aNECR48erTURqymGuLg43LhxA127dtXocl1SUhKsrKzg7e2tdtxERERakX29cru8SHtx6CGdSKaCg4MhFouxb98+/Prrr/LyzMxM+ZIDixcvVurn7e0Nb29v3LlzR6F87969+Ne//gUbGxscOnQIPXv2rDWGCRMmwMPDA/Hx8di4caO8vKCgAPPmzVMZw9GjR3Hu3DmlsS5cuIApU6ZAEAQEBwernKNFRESkE3JSgXM7gfCFlWWeI7QWjj4SCfW9Va6BhIaGYurUqRAEAUOHDoWjoyMiIiKQk5ODBQsWYNOmTUp9Ku68S0lJgbu7OwBZAtauXTuUlpaie/fu1S7COX78eKW77KKiovD000+jqKgI/fr1g5ubG06cOIH09HSMHz8eoaGhCo+oWbVqFVavXg03Nzd4enrCyckJKSkpiI2NRXl5OYYOHYpDhw5Vu9yCJiomoFc3QZ2IiEhj9y4C3z4FSEoVy+dEyu7uayYa+zNU6+tMVZg0aRIiIyOxZs0aREdHo7S0FF26dMG8efMQFBSk9jiFhYUoLZX9T3Hx4kVcvHhRZTt3d3elZGrAgAE4e/YsVq5ciePHj+P8+fPw9PTE22+/jYULFyokUgAwcuRIpKWl4ezZs4iPj0dubi7EYjEGDRqEl19+GUFBQTA2NtbsB0FERNRU0i8oJ1L2HQDn7tqJR0/pzJkpqhnPTBERUYMrygG+HQ48uKFY3nM68MxHgLWDVsJqaI39GaoTc6aIiIhICyxbADPDATNbxfLz3wNRm1V2IWVMpoiIiAyZXVvgmdUAnngCiIm5VsLRR0ymiIiIDF3fVwH/16sUiIAeL2gtHH2jMxPQiYiIqAnlpAJXjwLp54HUaMV1pnq/Ajh4ai00fcNkioiIqLkTBKAgC7h3ASjJB26fBf75UnVbsats8jmpjckUERFRTQTh8UsKCBLZV+njr1VfCmVV22nYV1oOlJfIViEvK1b8Wl4ClBUB5cXKX2uqKytU73v1fAoYs1k2MZ3UxmSKiIiat7x0IDQYuHVS25HovoxLwLanAZEIyE+Xlb3+F9BW9QLYJMNkioiImlZpIXBqE/D3f7QdCT3p0T3lsm+HazaG/2zA1BKyuwMF4PIB5XWsnjRoMeAzQXYHobkYELfW7D21jMkUERE1rb//I0umqHk6843mfU6GyF4Vuk8BJn4rO0OmB7g0AhERNS1JmbYjIF138RfZRHk9wWSKiIia1rDlQL83tB0F6bIOwwEzG21HoTZe5iMioqZlIQZGrZW9SH+kx8suz+ZnACW5gMhItrCnuS3kq6eLRLVvO3k97gPZnY4QFL+amAEtPfTmEh/AZIqIiIjU0doXmLxd21HoJF7mIyIiIqoHJlNERERE9cBkioiIiKgemEwRERER1QOTKSIiIqJ6YDJFREREVA9MpoiIiIjqgckUERERUT0wmSIiIiKqByZTRERERPXAZIqIiIioHphMEREREdUDkykiIiKiemAyRURERFQPTKaIiIiI6oHJFBEREVE9MJkiIiIiqgeRIAiCtoOg2tna2qKsrAyenp7aDoWIiEivJCcnw9TUFPn5+Y0yPs9M6Qlra2uYmprW2k4qleL+/fuQSqV1bleXOlXlT5YlJycjOTm51u+hoan7M2noMdTpU1sbTY+FumWGdCwa4t9ETfX1+TcBaOdYNMRxqMs4/P2kjL+fmubfhKmpKaytrRt0TAUCNSspKSkCACElJaXO7epSp6r8ybKuXbsKXbt21ewbagDq/kwaegx1+tTWRtNjoW6ZIR2Lhvg3UVN9ff5NCIJ2jkVDHIe6jMPfT8r4+0k3/k3UF89MEREREdUDkykiIiKiemAy1cy0aNECK1euRIsWLercri51qsrVjaWxNUQcdRlDnT61tdH0WOjycWioWDQdoyH+TdRUb6j/JuoyDn8/KePvJ904DvXFu/moyfj4+AAAEhMTtRwJ8VjoDh4L3cDjoDv08VjwzBQRERFRPfDMFBEREVE98MwUERERUT0wmSIiIiKqByZTRERERPXAZIqIiIioHphMEREREdUDkykiIiKiemAyRURERFQPTKaIiIiI6oHJFOmsyMhIjBs3Dm5ubhCJRFi1alWtfY4dOwZjY2O4u7s3enyGRN1jsXfvXvj7+8Pe3h4WFhbo2LEj3n//fZSWljZtwM2Yusfiu+++w/Dhw+Hk5ARbW1v06dMHe/bsadpgmzF1j0Ndfo+RZjT5Gf/+++/o06cPLCws0LZtW7z//vuQSCT1joHJFOmsR48eoWvXrli3bh1cXFxqbX/37l3MnDkTzz77bBNEZ1jUPRb29vZYunQpTpw4gStXrmD9+vX45ptvsGTJkiaMtnlT91gcO3YMY8eOxaFDhxAXF4cXX3wRM2bMwE8//dSE0TZf6h4HTX+PkebU/RnHxcXh+eefx5AhQxAXF4fNmzfjyy+/xIoVK+ofhEAkCEJMTIzw6aefChMmTBDatGkjABDMzc1r7VdUVCR8+OGHQqdOnQRzc3OhdevWQlBQkJCWltag8bm5uQkrV66str68vFwYMmSIsG7dOmHlypWCm5tbg75/U9L3Y/GkhQsXCt26dWvQGJpKczsWo0aNEiZOnNigMTSF5nIcND1eukifj8W0adOE3r17K5Rt2rRJsLS0FPLz8+v1vkymSBAEQRg3bpwAQOFV2z+QoqIiYcCAAQIAoXXr1sLUqVMFf39/AYDg5OQkXL9+vcHiq+2X0NKlS4VRo0YJUqlU75MpfT8WVV26dEnw8vIS5s+f32Dv35Sa07EQBEEICAgQZs+e3WDv31Say3FoDsmUPh8LNzc34f3331cou379ugBAOH78eL3e16T+57aoOQgICICvry/8/Pzg5+en1unoTz75BFFRUQgICMDvv/8OGxsbAEBISAjefvttvPrqq/j777/l7R88eIAHDx7UOKZYLEarVq00iv3gwYPYs2cP4uLiIBKJNOqri/T5WFSwsbFBWVkZSktLMWfOHGzcuLFO42hbczgWFXbu3ImYmBh8+eWX9RpHG5rTcdB3+nws0tPT0bp1a4Wyivjv3r2r0VhK6pWKUbOFWv7aKC0tFVq0aCEAEGJjY5Xqe/ToIQAQYmJi5GUrV65U+ovmydfMmTNVvl91f22kpaUJTk5Owl9//aXwPvp8ZupJ+nIsqrp27Zpw4cIFYfv27UKrVq2EDz/8UK3vVdfp47EQBEH47bffBHNzc2H79u21ttUH+nocmsOZqSfp07EwMzMTtmzZolBWUFAgABB++OGH2r/ZGnACOtXJyZMnkZOTA09PT/Tq1UupfvLkyQCAAwcOyMs+/PBDlJWV1fjavn27RnHExMTg/v37ePrpp2FiYgITExN89NFHuHXrFkxMTDQeTx/pyrGoqmPHjujevTuCgoKwbt06rFmzBgUFBXUeT1/o4rH48ccf8cILL+Drr79GUFBQncfRJ7p4HAyVLh2L1q1bIz09XaGsYv/JM1aa4mU+qpP4+HgAQO/evVXWV5RXtAMAIyMjGBk1bP4+YsQIXLx4UaFs69at2LdvH44ePYq2bds26PvpIl05FjURBAFlZWVN9n7aomvH4ttvv8X8+fOxY8cOvPjii43yHrpI146DIdOlYzFw4EAcPnwYH3/8sbzs0KFDsLS0RJ8+feo1NpMpqpPU1FQAgKurq8r6ivKKdnXx6NEjXL9+HQBQWlqKe/fu4fz58zAzM0PXrl0BALa2tujWrZtCv1atWsHU1FSpvLnSlWMBAB9//DH69euHDh06QBAEnDlzBsuWLcO4cePQokWLOr+/vtClYxESEoKlS5diy5YtGDZsGO7duwcAMDY2hpOTU53fXx/o0nFQt11zpUvH4u2330b//v3x9ttvIzg4GJcvX8aHH36IBQsWyOdx1Vm9LhJSs4VaroO//vrrAgBhxYoVKuuvXbsmABA6d+5c5xj++usvldfKa5sPZWhzpnTpWCxfvlzo3LmzYGlpKdja2grdu3cX/vOf/wiFhYV1fm9dok/Hws3NrU7/fvSBPh2Huv4e0xf6dCwEQRCOHDki9OrVSzAzMxNat24tvPfee0J5eXmd37sCz0xRnQiCAADV3j1XUV8fw4YNq9M4q1atMqhVhnXpWHzyySf45JNP6v1++kqXjsXNmzfr/V76SpeOQ11/jzUXunQsAGDkyJEYOXJkvd/zSbxATHVia2sLANVOKi4sLASA+p86pVrxWOgOHgvdwOOgOwzlWDCZojpp3749AOD27dsq6yvKK9pR4+Gx0B08FrqBx0F3GMqxYDJFdeLr6wsAiI2NVVlfUd6jR48mi8lQ8VjoDh4L3cDjoDsM5VgwmaI6GThwIOzs7JCcnIy4uDil+r179wIAnn/++aYOzeDwWOgOHgvdwOOgOwzlWDCZojoxMzPDm2++CQB48803Fa6Hh4SE4MKFCxg0aBD8/Py0FaLB4LHQHTwWuoHHQXcYzLGo9/2A1CyEh4cL/fr1k78ACCKRSKEsPDxcoU9RUZG8bcXDKyv2HRwchGvXrmnpu9FvPBa6g8dCN/A46A4eC9WYTJEgCILw3Xff1fospO+++06pX2FhofDBBx8Inp6egpmZmeDs7CzMnDlTSE1NbfpvopngsdAdPBa6gcdBd/BYqCYSBANeAIOIiIionjhnioiIiKgemEwRERER1QOTKSIiIqJ6YDJFREREVA9MpoiIiIjqgckUERERUT0wmSIiIiKqByZTRERERPXAZIqIiIioHphMEREREdUDkykiIiKiemAyRURERFQPTKaIiIiI6oHJFBEREVE9MJkiIiIiqgcmU0RERET1wGSKiIiIqB6YTBERERHVw/8DPn9lvttCrhQAAAAASUVORK5CYII=",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "fig, ax = plt.subplots(figsize=(4,4), sharex=True, dpi=150)\n",
- "kernel_size = 49\n",
- "\n",
- "# Step 1\n",
- "# Filter the data a lil bit with a median filter, and find the lowest current, and then find the corresponding voltage\n",
- "Ecorr_guess = HS1_1['E'].iloc[ np.argmin(medfilt(HS1_1['i'], kernel_size=kernel_size)) ]\n",
- "ax.axhline(y=Ecorr_guess, color='green', linestyle='--', linewidth=2, alpha=0.5)\n",
- "\n",
- "\n",
- "# Step 2\n",
- "# Select data for anodic and cathodic Tafel regions\n",
- "anodic_df = HS1_1[HS1_1['E'] > Ecorr_guess] \n",
- "cathodic_df = HS1_1[HS1_1['E'] < Ecorr_guess] \n",
- "\n",
- "\n",
- "ax.semilogx(\n",
- " np.abs(anodic_df[\"i\"].to_numpy()),\n",
- " anodic_df[\"E\"].to_numpy(), \n",
- " markersize=5, label=\"HS1 1 Anodic\")\n",
- "\n",
- "ax.semilogx(\n",
- " np.abs(cathodic_df[\"i\"].to_numpy()),\n",
- " cathodic_df[\"E\"].to_numpy(), \n",
- " markersize=5, label=\"HS1 1 Cathodic\")\n",
- "\n",
- "\n",
- "ax.legend()\n",
- "plt.show()"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 14,
- "id": "87f8f180-e850-4154-aeab-c2e6fc8d78bc",
- "metadata": {},
- "outputs": [
- {
- "data": {
- "image/png": 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",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "import warnings\n",
- "\n",
- "fig, ax = plt.subplots(figsize=(4,4), sharex=True, dpi=150)\n",
- "kernel_size = 49\n",
- "\n",
- "# Step 1\n",
- "# Filter the data a lil bit with a median filter, and find the lowest current, and then find the corresponding voltage\n",
- "Ecorr_guess = HS1_1['E'].iloc[ np.argmin(medfilt(HS1_1['i'], kernel_size=kernel_size)) ]\n",
- "ax.axhline(y=Ecorr_guess, color='green', linestyle='--', linewidth=2, alpha=0.5)\n",
- "\n",
- "\n",
- "# Step 2\n",
- "# Select data for anodic and cathodic Tafel regions\n",
- "anodic_df = HS1_1[HS1_1['E'] > Ecorr_guess] \n",
- "cathodic_df = HS1_1[HS1_1['E'] < Ecorr_guess] \n",
- "\n",
- "if anodic_df.empty or cathodic_df.empty:\n",
- " warnings.warn(\"Warning: Not enough data for linear Tafel fit.\")\n",
- " warnings.warn(\"Your E_corr guess is probably wrong.\")\n",
- " \n",
- "# Step 3\n",
- "# Median filter the hell out of the data, cos it isn't going to change the magnitude of the data :D\n",
- "kernel_size = 299\n",
- "medfilt_anodic_df_i = medfilt(anodic_df[\"i\"], kernel_size=kernel_size)\n",
- "medfilt_cathodic_df_i = medfilt(cathodic_df[\"i\"], kernel_size=kernel_size)\n",
- "\n",
- "ax.semilogx(\n",
- " medfilt_anodic_df_i,\n",
- " #np.abs(anodic_df[\"i\"].to_numpy()),\n",
- " anodic_df[\"E\"].to_numpy(), \n",
- " markersize=5, label=\"HS1 1 Anodic\")\n",
- "\n",
- "ax.semilogx(\n",
- " medfilt_cathodic_df_i,\n",
- " #np.abs(cathodic_df[\"i\"].to_numpy()),\n",
- " cathodic_df[\"E\"].to_numpy(), \n",
- " markersize=5, label=\"HS1 1 Cathodic\")\n",
- "\n",
- "ax.semilogx(\n",
- " np.abs(HS1_1['i'].to_numpy()),\n",
- " HS1_1[\"E\"].to_numpy(), \n",
- " markersize=5, label=\"HS1 1\", alpha=0.5)\n",
- "\n",
- "ax.legend()\n",
- "plt.show()"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 20,
- "id": "86ed1f2e-7df6-49a3-b8fb-77401c877cdc",
- "metadata": {},
- "outputs": [
- {
- "data": {
- "image/png": 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",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "import warnings\n",
- "import numpy as np\n",
- "import matplotlib.pyplot as plt\n",
- "from scipy.signal import medfilt\n",
- "\n",
- "# --- 1. Initial Setup ---\n",
- "fig, ax = plt.subplots(figsize=(8, 4), dpi=150)\n",
- "\n",
- "# --- 2. Data Preparation ---\n",
- "# Apply a median filter to smooth the current data.\n",
- "KERNEL_SIZE_INITIAL = 49\n",
- "filtered_current = medfilt(HS1_1['i'], kernel_size=KERNEL_SIZE_INITIAL)\n",
- "\n",
- "# Estimate corrosion potential (Ecorr) at the minimum smoothed current.\n",
- "ecorr_guess_index = np.argmin(filtered_current)\n",
- "ecorr_guess = HS1_1['E'].iloc[ecorr_guess_index]\n",
- "\n",
- "# Split data into anodic and cathodic regions based on Ecorr.\n",
- "anodic_df = HS1_1[HS1_1['E'] > ecorr_guess]\n",
- "cathodic_df = HS1_1[HS1_1['E'] < ecorr_guess]\n",
- "\n",
- "if anodic_df.empty or cathodic_df.empty:\n",
- " warnings.warn(\"Insufficient data for Tafel fit. Ecorr guess may be incorrect.\")\n",
- "\n",
- "# --- 3. Advanced Filtering and Curve Fitting ---\n",
- "# Apply a stronger median filter for cleaner fitting.\n",
- "KERNEL_SIZE_FIT = 299\n",
- "medfilt_anodic_i = medfilt(anodic_df[\"i\"], kernel_size=KERNEL_SIZE_FIT)\n",
- "medfilt_cathodic_i = medfilt(cathodic_df[\"i\"], kernel_size=KERNEL_SIZE_FIT)\n",
- "\n",
- "# Perform linear fit on E vs. current (for semilog plot).\n",
- "p_anodic = np.poly1d(np.polyfit(medfilt_anodic_i, anodic_df[\"E\"], 1))\n",
- "p_cathodic = np.poly1d(np.polyfit(medfilt_cathodic_i, cathodic_df[\"E\"], 1))\n",
- "\n",
- "# --- 4. Plotting ---\n",
- "# Plot filtered experimental data.\n",
- "ax.semilogx(medfilt_anodic_i, anodic_df[\"E\"], 'o', markersize=1, label=\"Anodic Data\")\n",
- "ax.semilogx(medfilt_cathodic_i, cathodic_df[\"E\"], 'o', markersize=1, label=\"Cathodic Data\")\n",
- "\n",
- "# Plot Ecorr and Tafel fit lines.\n",
- "ax.axhline(y=ecorr_guess, color='green', linestyle='--', linewidth=2, alpha=0.5, label='$E_{corr}$')\n",
- "i_anodic_fit = np.linspace(medfilt_anodic_i.min(), medfilt_anodic_i.max(), 100)\n",
- "#ax.plot(i_anodic_fit, p_anodic(i_anodic_fit), 'r--', label='Anodic Fit')\n",
- "i_cathodic_fit = np.linspace(medfilt_cathodic_i.min(), medfilt_cathodic_i.max(), 100)\n",
- "#ax.plot(i_cathodic_fit, p_cathodic(i_cathodic_fit), 'b--', label='Cathodic Fit')\n",
- "\n",
- "# --- 5. Tangent Line Calculation and Plotting ---\n",
- "# Anodic Tangent\n",
- "i_extreme_anodic = medfilt_anodic_i.max()\n",
- "E_extreme_anodic = p_anodic(i_extreme_anodic)\n",
- "tangent_slope_anodic = p_anodic.coeffs[0] * (i_extreme_anodic * np.log(10))\n",
- "log_i_extreme_anodic = np.log10(i_extreme_anodic)\n",
- "log_i_tangent_anodic = np.linspace(log_i_extreme_anodic - 0.5, log_i_extreme_anodic, 100)\n",
- "E_tangent_anodic = tangent_slope_anodic * (log_i_tangent_anodic - log_i_extreme_anodic) + E_extreme_anodic\n",
- "ax.plot(10**log_i_tangent_anodic, E_tangent_anodic, 'm', linestyle='-.', linewidth=2, label='Anodic Tangent')\n",
- "\n",
- "# Cathodic Tangent\n",
- "i_extreme_cathodic = medfilt_cathodic_i.max()\n",
- "E_extreme_cathodic = p_cathodic(i_extreme_cathodic)\n",
- "tangent_slope_cathodic = p_cathodic.coeffs[0] * (i_extreme_cathodic * np.log(10))\n",
- "log_i_extreme_cathodic = np.log10(i_extreme_cathodic)\n",
- "log_i_tangent_cathodic = np.linspace(log_i_extreme_cathodic - 0.5, log_i_extreme_cathodic, 100)\n",
- "E_tangent_cathodic = tangent_slope_cathodic * (log_i_tangent_cathodic - log_i_extreme_cathodic) + E_extreme_cathodic\n",
- "ax.plot(10**log_i_tangent_cathodic, E_tangent_cathodic, 'c', linestyle='-.', linewidth=2, label='Cathodic Tangent')\n",
- "\n",
- "# --- 6. Final Configuration ---\n",
- "# Configure plot aesthetics.\n",
- "ax.set_xlabel(\"Current (A)\")\n",
- "ax.set_ylabel(\"Potential (V)\")\n",
- "ax.set_title(\"Tafel Plot for HS1_1\")\n",
- "ax.legend()\n",
- "ax.grid(True, which=\"both\", ls=\"--\", linewidth=0.5)\n",
- "\n",
- "plt.show()"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 37,
- "id": "a5159c47-93d9-4993-a073-f7b80cd4a81e",
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "[ 2.42916762e+08 -1.84040974e-01]\n",
- "[-4.99294175e+08 -1.82337841e-01]\n"
- ]
- },
- {
- "data": {
- "image/png": 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r4e3tjfz8fG6iAgA8PT3x448/IjIy0sTGK6+8guXLl5uUHz582GgfkuDgYEk2pj106BB69uxp9r2KK0z27t2LHj16WF0nQRAEIT20goMgCIIg7IDBgwdj//79iIuLQ61atVBaWgp/f39MmjQJp06dQu/eva2uw9/fH7t27cKGDRsQHx+PBg0aoKioCAUFBahXrx4GDhyIr776SvKTTmzJggULsGfPHowaNQqBgYHIzc2Fp6cnevbsiR9//BE7d+6Ep6eniZ6joyN2796NyZMnIyQkBHl5eUhNTUVqaipyc3Ml9dHZ2Rm//fYb1qxZg4EDB8LPzw85OTnw8/PDwIEDsXbtWvz6669wcnKStF5bceXKFfzxxx+YMmUKOnXqxMXDGENgYCB69OiBjz/+GFevXpV0ooggCIIgVMzWu2cRBEEQBEEQBEEQBEHYGFrBQRAEQRAEQRAEQRCE3UMTHARBEARBEARBEARB2D00wUEQBEEQBEEQBEEQhN1jH9ugEwRBEARBEIQFbt26hQ4dOgjSadCgAU6cOGEjjwiCIIjqgCY4CIIgCIIgCLtGp9MhIyNDkI6Li4uNvCEIgiCqixr/iMrhw4cxaNAg+Pr6wsPDA9HR0WbPXa+KBw8eYMmSJXjhhRfQpk0bODo6QqVSYfXq1bz0d+/ejeHDhyMwMBAajQb16tXDoEGDsHHjRhPZkJAQqFQqi6+kpCTB/hMEQRAEQdgrISEhYIwJetnTcccEQRAEP2r0Co5169Zh9OjR0Ov16N69O/z9/bF7925MnDgRZ8+exYIFC3jbOnjwIJ5//nlRfrzzzjv4/PPP4ezsjK5duyIwMBC3b9/G/v37UbduXQwdOtSs3oQJE8yWe3t7i/KDIAiCIAiCIAiCIOyVGjvB8ejRI0yaNAk6nQ5r1qzByJEjAQAZGRmIiYnBwoULMWTIEPTs2ZOXvcDAQEyZMgUdOnRAhw4d8Pnnn2PFihVV6n377bf4/PPP0aFDB6xZswYNGjTg3svPz0dKSopF3WXLlvHyjSAIgiAIgiAIgiAed2rsBMeSJUug1WoxbNgwbnIDKJuomDt3LkaOHIkFCxbwnuDo3LkzOnfuzP2tVlf99E9WVhbefvtteHp6YsOGDahTp47R+25ubmjZsiXPiAiCIAiCIAiCIAii5lJj9+DYtGkTACA+Pt7kvbi4OLi4uGDXrl0oLCy0mQ+rVq1CTk4Oxo0bZzK5QRAEQRAEQRAEQRAEf2rsCo7ExEQAQNu2bU3ec3Z2RsuWLXHy5ElcvnwZkZGRNvFh9+7dAIC+ffsiIyMDK1euxJUrV+Dp6YmuXbtiyJAhcHBwsKg/b948XLt2DRqNBi1atMCIESNQu3ZtSXwLCgpCXl4eGjZsKIk9giAIgiAIgiAIgqiMmzdvwt3dHenp6aL0a+QKjuzsbGRlZQEA6tevb1bGUH7z5k2b+XHhwgUAQGpqKsLCwvD666/ju+++w/z58zFixAh06NABt2/ftqj/1ltv4bvvvsPixYvx4osvIiQkBEuXLpXEt7y8PJSUlEhiqzxFRUWKsCVWV4geX1k+clK2mz2glHjl8EMpOSFW3xY5wVdWKf1EDpQUq619kdq+3GOFUB0aK8ShpFhr0lhBn5+UjVLirUk5IVafxgrLlJSUIC8vT7wBVgO5ffs2A8AAsJKSErMyTz75JAPAfv31V1F1TJgwgQFgq1atsigTGBjIADBHR0fWrl07dvToUZadnc2OHDnCoqKiGADWqVMnptfrjfT+7//+j61du5alpqay/Px8dv78eTZ9+nTm4ODAALB169bx9jMiIsLsS6PRsIiICKbT6biXwY/yZTqdjjHGmF6vr1K2pKSErV+/npWWllpt12CrpKREkA86nY6VlpYa6VYmq9frObvl65RK1lwcfPy1JFveBz5tKUTWmmtfXf2ET/tI3U+EXCMhfaoqu5X1Ez7XvrJ2t+RDxToru0ZSyyqln4i99tXVT6y9R9iy3YX2E1vcT8y1e2lpKe+2tJSHltpdp9OZvc9YavfK7FrTT6wdH+QeS6TuJ0Jlre0nhvr4yvLtJ3zsWtNPzLU7n2tvqNNcXGJlq2p3W/UTa8cHW44lUvYTPu0jdT8Rco2E9Kmq7FrbT/i2e3m75fOQzzUq398rk+VjVyn9pLL2MXwfFYvdPqISHx+P8+fPC9L5+eefER0dDcZYlbJ8ZKxFp9MBAFxdXbFt2zb4+/sDADp16oRt27ahcePGOHr0KHbv3o0+ffpweosXLzay06JFC3zxxRcICwvDiy++iLfffhvDhw+32r+ioiL89ddf3N9t27ZFgwYNsGnTJq59XF1d0a9fPyQnJ+PixYucbGRkJEJCQrB161aUlpYCKHv0BwBu3LhhdO1atmyJ0NBQ7Ny5k9vzxMHBAYMHD8atW7dw+vRpTjY8PBxhYWFISEgAAGzevBkAMGzYMNy5cwcnT57kZJs2bYqIiAjs27cP2dnZXPnAgQONdAGgcePGaNWqFQ4dOoTMzEyufMCAAcjJycGhQ4e4snPnziEqKgpHjx7F/fv3ufK+ffuiqKgI+/fv58rOnDmD9u3b48SJE0bLrAyb1+7du5fzJSgoCB07dsTp06eRlpbGyXbr1s3E39q1a6NLly5ITExEamoqV961a1d4enpi27ZtXJmvry+6deuG8+fPG53K07FjR/j7+xvZ9fLyQs+ePXHp0iVcvXqVK2/fvj3q1atn1B/c3d3Rp08fXLlyBUlJSVx5VFQUGjZsiC1btnB93MXFBf3790dKSorRtW/VqhUaN26M7du3o7i4GADg6Fh2W7p58yb3KBkAREREoGnTpti1axcKCgoAACqVCkOHDkVaWhpOnTrFyYaFhSE8PBwJCQnIycnhyocMGYKMjAwcP36cK2vSpAlatGiBAwcOcCu7gLJrX7HdQ0JCEBkZicOHD+Phw4dceb9+/ZCfn4+DBw9yZQ0aNEDbtm1x/PhxZGRkcOW9e/eGTqfj+jAAnDp1CtHR0fj7779x584drrxHjx5wcHDgHmcDyjZC7tSpE86cOYNbt25x5V27djXx18/PDzExMUhMTMSNGze48s6dO8PHxwdbtmzhygzHS1+6dAnXrl3jyqOjoxEYGGh07T09PdGrVy9cuXLFqM7K7hEGmwZZS/eIgQMHcr4aZC3dIwAgLS0NZ86c4Xwz3CP27NljNPsv5B4RFxeHBw8e4NixY1yZkHtEcHAw2rRpw+seUb9+fbRr167KewQAnDx5Ep06dTK5R3Tv3h0ajQY7d+7kymx5jwCApKQkJCcnc+VS3SOuX78O4J9rb+keERcXh9TUVJw9e5aza+keAQC3b982GkuE3CMuXbqEli1bmtwjBg0ahEePHuHIkSNcWUhICADg6NGjvO4Rbdq0MYoXMH+PMOzTderUKdy9e5crN3ePOHHiBDp37mxyj4iJiYGbmxt27NjBlQm5R9SqVQuxsbG4ePGi0bWv7B5x+fJlXL58mSuX4nOEkHtEZZ8jpL5HXLhwAa1bt7bJPSIqKsooXsD8PcLS5whz94hjx46ha9eugu4RhpXHBj+EfI4wwOceYYDP54gbN24gNDTU7D3CsArb4J/cnyMs3SNs8Tmibt26aNeunVG8gLDPEVLdIy5dumTkh63uEQbM3SOuX7+Oc+fOcTKV3SMMuWLwV+g9Ijw83KTd+X6O2Lx5s6B7REFBAUpKSqr8HLF582aL94gOHTqY+Cv354iqvmvk5OTA09MTohE9NVLNtGvXjluFwfe1d+9exhhjWq2WK9NqtWbtDx8+nAFgGzduFOUfnxUcjRo1YgDYk08+afb9J554ggFg77//Pq86dTodCwgIYABYSkqKKL8NGGbOxMyqWpKlFRymsrSCQ7m/zNMKjqp9oBUctIJDynYX2k9scT8x1+60gkNaWSX2E6Gy1vYTQ318Zfn2Ez52aQUHreAQaldo3tMKDlrBIVbWUF+NXcFRfvZMKF5eXvD29oZWq0VaWhoiIiJMZAyzebbcZDMkJATXr19HcHCwxfcB4N69e7zsqdVqhIaG4t69e7h79y4aNWpktY/mjrs1V6ZSqbhfyizJqlQqdO7cGWq1ukrZquw6ODigc+fOcHBw4N7n4wNQtjqnom5lPpS3bdCTStZcHFL5a8kva2TFXnshslL2EyHtY6t2l6pPWeMvn2tfVbtb8sFcnZbuG1LKKqWfyCErZT+pTFaKfmJtuwvpJ7a6n5S3bdCtStZAZXlYUbYqeXPtXplda/qJFOODnGOJ1P1EjGx5eaH9hI/d8vDtJ0L8FXs/MedHVdfeUGdlfUeoLJ92t1U/sRRzdctK2U/MlVn72UDKe4SQPlWVXSn6idB2N3dPr8zfimOZNXaV0k+E5pwQauQmowC4k1HKL0czUFJSgvPnz0Oj0SAsLMxmPhiWHJZfylgew9I1Dw8P3jYfPXokWEdOfHx8FGFLrK4QPb6yfOSkbDd7QCnxyuGHUnJCrL4tcoKvrFL6iRwoKVZb+yK1fbnHCqE6NFaIQ0mx1qSxgj4/KRulxFuTckKsPo0VtqPGTnDExcUBAP7880+T9zZt2oTCwkL07t0bLi4uNvNh6NChAIB9+/ZBr9cbvafT6XDgwAEA5o+yNceFCxdw+fJluLm5cc+DKQnGGLZs2SLJ/ibW2BKrK0SPrywfOSnbzR5QSrxy+KGUnBCrb4uc4CurlH4iB0qK1da+SG1f7rFCqA6NFeJQUqw1aaygz0/KRinx1qScEKtPY4VtqbETHJMnT4aXlxc2bNiAtWvXcuX37t3DW2+9BQCYPn26iV54eDjCw8MrPb6VL7GxsejcuTMuXbqEOXPmGL03e/ZsXLlyBQEBARgxYgRXvn37dvz9998mthITEzF69GgwxjB58mRuQ0+CIAiCIAiCIAiCqAnY7R4c1uLr64sff/wRTzzxBOLj4xEbGwt/f3/s2rULWVlZmDp1Knr37m2iZ9jpt6SkxOS9Tp06cf83nBgwY8YM/Oc//wFQthLjm2++MdJZsWIFunTpgpkzZ2L16tWIiIjAhQsXkJSUBFdXV6xcuRLu7u6c/JEjRzB79mwEBwcjNDQUtWvXxvXr13Hq1CmUlpYiNjYWn376qdXtQxAEQRAEQRAEQRD2RI2d4ACAUaNGYf/+/ZgzZw6OHj2K4uJiNG/eHC+//DImTZok2F75o4AMJCcnc8epmXvcJTQ0FGfPnsWsWbOwefNmbNy4Eb6+vhg3bhzef/99tGjRwki+f//+uHXrFk6cOIGzZ89Cq9XCy8sLMTExePLJJzFp0iRu46jqgjFmdtmTXq9HrVq1TB7HEYM1tsTqCtHjK8tHTsp2sweUEq8cfiglJ4ToV9wUqlatWrzrkFpWiD17R0mx2toXqe1bY0+MrlAdvvKUE8YoKVY5fJGyDrlzQqge5YR4lBJvTcoJsfo0VtgOFXucH8AhRGOYWDGceV4ZjDHk5OQgOzsb+fn53JnlBEE8njg7O8PT0xN+fn7VPqFKEARBEARBPD4I+R5qjhq7BwchDXq9Hnfv3sXt27eRk5NT5eSGlL+GW2PLml+5pZbluyKkJqGUeOXwQyk5IUS/uLgYDx8+xM2bN3H+/HneG8dduHBBMlkh9uwdJcVqa1+ktm+NPTG6QnX4ylNOGKOkWOXwRco65M4JoXqUE+JRSrw1KSfE6tNYYVtq9CMqhPVotVpotVoAZfuaeHp6QqPRmD3XmDEGrVYLb29vs+8LwRpbYnWF6PGV5SMnZbvZA0qJVw4/lJITQvT1ej3y8vKQkZGBgoICpKenIyIigldOJCcno3nz5pLICrFn7ygpVlv7IrV9a+yJ0RWqw1eecsIYJcUqhy9S1iF3TgjVo5wQj1LirUk5IVafxgrbQhMchFU8evQIABAQEAA/P79KZRljUKvVUKvVktyMxNoSqytEj68sHzkp280eUEq8cvihlJwQoq9Wq+Ht7Q0AuHPnjk2P0iYIgiAIgiAIIdAjKoRoGGMoKioCAHh5eVWzNwRByInhdCcHB4fHepkjQRAEQRAEYT/QBAchmvJfavhuNOjm5iZZ/dbYEqsrRI+vLB85KdvNHlBKvHL4oZScEKqvVpcNH+WPsa4MlUqF6OhoXqtL+MgKsWfvKClWW/sitX1r7InRFarDV55ywhglxSqHL1LWIXdOCNWjnBCPUuKtSTkhVp/GCttCp6gQZuGze61er8fly5cBAGFhYdwXHkuU72pSLMcXa0usrhA9vrJ85KRsN3tAKfHK4YdSckKMviH/GWMICwurcpKTsbLjo1UqFa/8qUpWiD17R0mx2toXqe1bY0+MrlAdvvKUE8YoKVY5fJGyDrlzQqge5YR4lBJvTcoJsfo0VlQOnaJC2BWGDUmr25ZYXSF6fGX5yEnZbvaAUuKVww+l5IRYfa1Wy+sRFcYY/vrrL8lkhdizd5QUq619kdq+NfbE6ArV4StPOWGMkmKVwxcp65A7J4TqUU6IRynx1qScEKtPY4VtoQkOgiAIgiAIgiAIgiDsHjpFhSAIgiAIgiAIgiBsjLagBEUlpcgrAbILSuDo6AAHlQpqNeCoVkOtqhmPpNsSmuAgZKWqfTrksiVWV4geX1k+clK2mz2glHjl8EMpOSFWX4iOp6enpLJC7Nk7SorV1r5Ibd8ae2J0herwlaecMEZJscrhi5R1yJ0TQvUoJ8SjlHhrUk4I1Z+18QLWnb4NwBHvndzFS6dv8wA8Uc9DMl+U0k9sBW0ySpjFFpuM1kReeeUVfP3115XKODo6Ijs7G66urjJ5RRDWQ/lPEARBEARhmb9TM/H9/hQUlOihLShBTmEJUu7nibL1+4udEd3IV2IPlQltMkrYDYwxFBQUSLYhkFhbYnWF6Blkz549CwAYPHgwJkyYYPY1bdo0uLi4SO6vvaKUeOXwQyk5YY1+YWEh75xISkqSTFaIPXtHSbHa2hep7VtjT4yuUB2+8pQTxigpVjl8kbIOuXNCqB7lhHiUEm9NyonK9JcevI5R3x7B9gsZ2H/lPs7eyhI9uREe5AnnvHTKC57QBAchK0VFRYqwJVZXiF5hYSESExMBAEuWLMGyZctMXj/99BPef/99m/lrryglXjn8UEpOiNUXMsFhOFZWClkh9uwdJcVqa1+ktm+NPTG6QnX4ylNOGKOkWOXwRco65M4JoXqUE+JRSrw1KScq0z9/2/pT8ka2rYcVz0Vj0ytdkXrtKuUFT2gPDoKwEampqcjOzoavry8CAwOr2x2CIAiCIAiCIGTg5Z5NoC0owZ6ke4J1uzerjZ+fjeb+1uv1Urr22EMTHARhI86fPw8AaN68eTV7QhAEQRAEQRCEXDQJ8MCPEzsYlTHGUKzTI+yDbUblz3QORm0PDVIz89E+2AfDo+rJ6epjB01wELLi5uamCFtidYXoGTZgjIiIsNqmlO1mDyglXjn8UEpOiNV3c3PjdZyZSqVC27ZtJZMVYs/eUVKstvZFavvW2BOjK1SHrzzlhDFKilUOX6SsQ+6cEKpHOSEepcRbk3JCqL5KpcKyQzdMyt/oHwYvFyer66C8KINOUSHMIvUpKnnF4jbVAQBnB2c4OZhP+vySfNHPkDk5OMHZwVm0X1UxYsQIrF+/HgsXLsS0adNsVg9BVAd0igpBEARBEIQw3lt3Dr8eu8n9HR7kiW3TulejR8qDTlEh7IJ5h+dh7qG5+GjPR5h7aC7mHZ7H+3U6/bSJPcYYsrKy8OWxLwXZKu/HoZuHBMVgqJPvJlmnTp0CALz22mtQqVRmXzNnzqzSppB6HweUEq8cfkhZh7W2xOpnZWXxejZUr9dj48aNkskKsWfvKClWW/sitX1r7InRFarDV55ywhglxSqHL1LWIXdOCNWjnBCPUuKtSTkhRn9ilxCjv5PSc7B491VJ6qC8KIMeUSEIG5CdnY2bN29CrVbj6aeftig3ePBgGb0iiOpF6GkUUtqzd5QUq619kdq+NfbEnjRhC3nKCWOUFKscvkhZh9w5IVSPckI8Som3JuUEX33GGI5fz8Sff6eZvLf2VBqm9m5qdR1CfHmcoQkOgrABZ8+eBQCEhoZi2bJlFuUYY9BqrT9GiiAIgiAIgiAIZVFYosPSg9fx+8lbSH2Yb1ZmWBvaVFRKaIKDsFuqY3McvnUaJjhat24tiU1rYi0pKYGTk+keJpbKlYBSNj6Sww8p67DWlhh9IXtvuLq6SiorxJ69o6RYbe2L1PatsSdGV6gOX3nKCWOUFKscvkhZh9w5IVSPckI8Som3JuVEVfoLdl7B9/tTTMqd1EDfiCA81TkYXUL9JfOR8oI2GSUsQJuMWsfkyZOxdOlS/Pvf/8aMGTN462VlZWH27NlYt24d7ty5g8DAQEyePBkzZ84EANy+fRvvv/8+tmzZgqKiInTt2hVffvklQkNDAQAFBQXw9PTEl19+ib1792Lr1q0YOnQolixZYrZ85cqVNomfePyhTUYJgiAIgiAqp+tne3A7q4D7u1tTf8S3q48+zQPhrqG1BuagTUYJu8Dd2R1uTm5w0DvAzckN7s7uvF/mJjcYYygsLISro6sgW+X9cFILW71gqJPPhIphBUerVq1423z48CG6dOmCo0eP4ttvv0VSUhKWLl2KevXqobCwENeuXUOHDh2g0+mwc+dOHDlyBAAwZMgQlJaWcvXqdDrMnTsXQ4YMwdmzZ/HJJ59YLFciQtrZ3v2Qsg5rbYnV56vDGMPVq1clkxViz95RUqy29kVq+9bYE6MrVIevPOWEMUqKVQ5fpKxD7pwQqkc5IR6lxFuTcoKPvqfLP5MYzQI9sOK5jhgaWRd3bl6nscJG0AQHISuFhYWKsCVWl4+eTqfjZhwjIyN52/y///s/uLm5ISEhAQMHDkTjxo3Rr18/PPfccygsLMS//vUvREZGYsWKFYiMjERERAQ+++wzXLp0CUlJSQDAndyybNkyPP3002jcuDGCg4MtlisVKfuJNcjhh1JyQqy+kAmOixcvSiYrxJ69o6RYbe2L1PatsSdGV6gOX3nKCWOUFKscvkhZh9w5IVSPckI8Som3JuUEH/2+EYHc/50c1KLqpLwQBq2LIQiJuXLlCgoKypaizZ4926Jct27d8OyzzwIA7t27h99++w0bN26ERqMxkU1LS8POnTuxe/duo3Jn57JHbIqKigCUTXBER0cjNjbWSM5SOUEQBEEQBEEQEpKRAfj4AM7OKD+P4O5MX73lgFqZICTG8HgKACxfvtyinOH5MgA4c+YM9Ho9OnfubFb24sWLAEw3LT137hycnZ3RvHlzAGUTGQMHDjTRt1ROEARBEARBEISEPPsscOEC8P77cKrfhSvOzC+uRqdqDvSICiErStnx2Ja7gI8dOxZ6vR6FhYXQ6/VgjJl9vfnmm5xNw2kmWVlZZm36+fkBAPLy/tmsVa/XY968eRg1ahTc3NxQUlKCCxcuoF27dka6lsqVjFJ2d6ZdwPnp8D0JKDIyUjJZIfbsHSXFamtfpLZvjT0xukJ1+MpTThijpFjl8EXKOuTOCaF6lBPiUUq8NSknzOofPw5s2QKkpgIvvIAXXxiE8HvXAQDJ93KRkV1IY4WNoVNUCLNIfYoKUTnZ2dlo1qwZoqKi8PHHH8Pb2xvnzp2DXq/HyJEjkZ+fj2bNmiEmJgazZ89Gfn4+5syZg1OnTuHQoUOoW7cuTp06hXbt2uHGjRtG+2tYKicIa6D8JwiCIAiCqMCgQcDWrdyfhT5+iJr4HQqcXQAAI6PqYcGYNtXknH1Ap6gQdgNjDFlZWZJtCCTWllhdIXp8ZQ1ynp6e2LJlC0pKStCrVy9ERkbi448/hp+fHxhjKC4uxsaNG3Hnzh20a9cOAwYMgK+vL44dO4a6desCAE6fPg1fX1+TSQxL5UpFyn6idD+UkhPW6Gu1Wuj1+irl9Ho9Nm/eLJmsEHv2jpJitbUvUtu3xp4YXaE6fOUpJ4xRUqxy+CJlHXLnhFA9ygnxKCXempQTJvr5+UB2ttH7X0QO4yY3ACA0wIPGChtDe3AQhEJo27Ytdu3aZVJu+MIZFRWF/fv3W9R/7rnn8Nxzz/EuJwgpEDIhYjjOWCpZIfbsHSXFamtfpLZvjT0xukJ1+MpTThijpFjl8EXKOuTOCaF6lBPiUUq8NSknjPTd3FCasA+HvvsNXp9/jPoP7+CXqEGc3JDIunguppGoOikv+EMTHARBEARBEARBEAQhkvs5Rdh8Lh3/3nQRgDcw7nME5TzkVm8sGtsGw9rUA4DHevWEEqAJDkJWpNzQxhpb1mwkJLUs3023ahJKiVcOP5SSE2L1hegYjjWWSlaIPXtHSbHa2hep7VtjT4yuUB2+8pQTxigpVjl8kbIOuXNCqB7lhHiUEm9Nyon7OUX46aojXj2yx/gNlQrpXv6o5eaEDwdHcJMbYuukvOAPbTJKmIU2GSUIojIo/wmCIAiCqMnkF5ei1/x9SM8uNPv+4nFRiG1WG96uTjJ7Zt/QJqOE3cAYQ1FRkWQbKoq1JVZXiB5fWT5yUrabPaCUeOXwQyk5YY2+kJxISUmRTFaIPXtHSbHa2hep7VtjT4yuUB2+8pQTxigpVjl8kbIOuXNCqB7lhHiUEm9NyomHucUmkxvBfm7Y9H8xuP7pIAyNrGt2coPGCttCExyErBQUFCjCllhdIXp8ZfnISdlu9oBS4pXDD6XkhFj9goIC3h9az507J5msEHv2jpJitbUvUtu3xp4YXaE6fOUpJ4xRUqxy+CJlHXLnhFA9ygnxKCXempQT9X1c0SI9GT2unQT+p7/vzZ5oWc+70kd4aaywLbQHB0EQBEEQBEEQBEHwgDGG/+5LwY+HrmNBwjJ0Sz2D03XC8HP/CQAbBChkL7maSo1fwXH48GEMGjQIvr6+8PDwQHR0NJYvXy7YzoMHD7BkyRK88MILaNOmDRwdHaFSqbB69WqLOhMnToRKparydfPmTRPdrKwsTJs2DcHBwdBoNAgODsarr76KrKwswb4TBEEQBEEQBEEQlZNyPxevrj6Dz7clIfjSKXRLPQMAiLp7GQuXvQf8+mv1OkjU7BUc69atw+jRo6HX69G9e3f4+/tj9+7dmDhxIs6ePYsFCxbwtnXw4EE8//zzguqPiYmx+N7ly5dx9OhRBAcHo0GDBkbvPXz4EJ07d8bVq1fRuHFjDB8+HBcuXMDixYuxZcsWHD16FH5+foJ8kQsXFxdF2BKrK0SPrywfOSnbzR5QSrxy+KGUnBCr7+rqyvskoJYtW0omK8SevaOkWG3ti9T2rbEnRleoDl95ygljlBSrHL5IWYfcOSFUj3JCPEqJ93HOiXnbk/D13mvc39MOGk9msDp1oBo5UtI6hchTXpRRY09RefToERo1agStVos1a9Zg5P86Y0ZGBmJiYpCcnIw9e/agZ8+evOwdOXIEv/zyCzp06IAOHTrg888/x4oVK7Bq1SqMHTtWsH9jxozB77//jvfffx9z5swxeu+ZZ57BihUrMHLkSPz2229wdCybp5o6dSq+/PJLPPPMM6JWoZSHTlEhCKIyKP8JgiAIgqgppGsL0fmz3YatNtDh1nn88es7xkKLFgFTp8rv3GMGnaIikiVLlkCr1WLYsGHc5AYABAYGYu7cuQAgaAVH586d8fXXX2PixIlo0aKFVR/2s7Oz8ddffwEAnnrqKaP30tPTsXLlSjg5OeGbb77hJjcAYN68eahduzZWrlyJjIwM0fXbCsYYtFqtZBsCibUlVleIHl9ZPnJStps9oJR45fBDKTlhjb5Wq4Ver69STq/XY/v27ZLJCrFn7ygpVlv7IrV9a+yJ0RWqw1eecsIYJcUqhy9S1iF3TgjVo5wQj1LifVxzwt/DGb5uztzf0w4Zr97I9Q9E9jOTJK1TqDzlRRk1doJj06ZNAID4+HiT9+Li4uDi4oJdu3ahsND8uca2ZM2aNSgoKECHDh0QHh5u9N7WrVu5R2oCAwON3tNoNBgyZAh0Oh22bt0qp8u8kfLLojW2rPkSKLUs3wmTmoRS4pXDD6XkhFh9ITpC7qd8ZKvj/lxdKClWW/sitX1r7InRFarDV55ywhglxSqHL1LWIXdOCNWjnBCPUuJ9HHPC0UGNtVO6IL5dfUTfOo+uqYlG789tMxwjfzyF4lJ+Ewc0VtiOGjvBkZhY1inbtm1r8p6zszNatmyJwsJCbgm2nPzyyy8ATFdvAMDZs2cBmPe7fLlBjiAIgiAIgiAIgrCOYD93zB8did/ubDMqT/fwxW+R/ZF8LxdX7+VUk3eEgRo5wZGdnc2dNlK/fn2zMoZycyeY2JLbt28jISEBjo6OZvfuMPijNL8Jyxw7dow7EefTTz+tbneqZNasWVCpVFi2bJlReY8ePaBSqXDjxg1J6wsJCTE6NUitVsPHxwdqtdriyUKEfeLg4CCprBB79o6SYrW1L1Lbt8aeGF2hOnzlKSeMUVKscvgiZR1y54RQPcoJ8Sgl3sc6JxISoEpIMCr6uvMTKHJ0RsdGvmga4Cl9nQLkKS9q6Ckqubm53P/d3NzMyri7u5vIysHKlSuh1+sxcOBABAQEmLxv8Ecqvw2buFTk2rVrCA0NNXo+y/Dl0lCm1+vBGINKpQJjzGSpuqG8PLVq1eIta67MUA4A3t7eAGDkgzlZc+XldauSNadXUbcy2RUrVnBlK1aswDvvvGNWrrI4xPorRtaAuetUsVxIu1uSjY+Px4MHD4zKzpw5g7NnzyI0NNTsaUN82kGK9pGj3YX0KQDo2bMn9u3bh5SUFISEhEjqr6X8rAxDnXq93uQeYcAwWTVo0CBJZQcPHgzGWKX3qfJ2K8ZmSdZwjxEra6hPSllDewCwmQ/m2secrK3aXWg/4WtXiL/m2t1QxrefDB48GHq93qS+irKGOMrHW5ksH7ti+wnfay+FrFL7iTX3CKH9xFCfEFm+/cSW9xNz7W5JtmJbxsXF8W53vrKVtbut+om144OtxxIp+0l5WSF5b00/EXKNhPQpKe8nmDUL5X9qu+vhh99b98OsIREYH90Ajup/Yq3MB0Od5mQN9ZX3wdDfzX1OKy/Lx64S+gnfayQGu53giI+Px/nz5wXp/Pzzz4iOjub14V3K5+KFYHg85emnnzb7fvkvlpW9LwVFRUXcZqdA2eMvDRo0wKZNm7h6goKC4OXlhaKiIhQXF3Oyrq6u0Gg00Gq1XJlKpeKOoSwoKODKXVxc4OLiguzsbCP/a9WqheLiYrOyOTk5RglQq1YtlJSUID8/nyvTaDRwdXU1kfXy8kJhYaGRv87OznBzc0Nubi50Op2RrE6nQ15enolsXl4eSktLuXJPT08wxkwml3777TeoVCoEBATg0qVL2L9/P/elPSfnn2Vsjo6O8PDwQH5+PkpKSrhyDw8PlJaWGj0vZ5AtKCgwisPd3R0ODg7Izs7myhwcHODp6WlW1tHR0egald8ct6CggHvPzc0NP//8M9LT0+Hh4QGtVgu1Ws1d+/K+Wbr23t7eZmXnz59vsrnl/PnzcfbsWURHR+M///kPgH+uvVarNbIt5Np7e3tblDV37YuKilBUVMSVVdZP9Hq90bV3cnKCu7s7r35ikDV37VUqlVE/MdRb/voAZddTp9MZtW9l195cP3F2doZerzeK2c3NDU5OTib9xMPDA3q9HtnZ2di8eTMA8/cIV1dX9OvXD8nJybh48SJnIzIyEiEhIdi6dSvXPs7Ozhg4cCCuX7+Oc+fOcbItW7ZEaGgodu7cycXn4OCA1q1bgzGGM2fOcLLh4eEICwvDnj17jPJ22LBhuHPnDk6ePMmVNW3aFBEREdi3b59RW8TFxeHBgwc4duwYV9a4cWO0atUKhw4dQmZmJlc+YMAA5OTk4NChQ1xZcHAw2rRpg6NHj+L+/ftced++fVFUVIT9+/dzZfXr10e7du1w4sQJpKenc+WGE7z27t3LlQUFBaFjx444ffo00tLSuPLu3btDo9Fg586dXFnt2rXRpUsXJCYmIjU1lSvv2rUrPD09sW3bP8trfX190a1bN5w/fx4pKSlceceOHeHv789dX6Csr4eGhiI3NxdXr17lytu3b4969eoZjRnu7u7o06cPrly5gqSkJK48KioKDRs2xJYtW7j+7OLigv79++PatWtGu6a3atUKjRs3xvbt27k+7OjoiLi4OKSmpho9jhkREYGmTZti165d3LihUqnQpk0bqFQqnDp1ipMNCwtDeHg4EhISjPJryJAhyMjIwPHjx7my0NBQtGzZEgcOHOBWfwJlHyIfPXqEI0eOcGUhISHw8fHBzZs38fDhQ668X79+yM/Px8GDB7myBg0aICoqyqT/9e7dGzqdDgnlfiGsU6cOgoKCkJ6ejrt373LlPXr0gIODA3bv3s2VBQQEoHPnzjhz5gxu3brFlcfExMDNzQ07duzgyvz8/BATE4PExESj1XmdO3eGj48PtmzZwpXVqlULsbGxuHjxIpKTk7ny6OhoBAYGGl17T09P9OrVC5cvXzZ61Ffue8TgwYNx69YtnD59mpO1x3tE27ZtsX//fqP7sLX3CH9/f3Tt2tUm94iePXvi0qVLRveIkJAQtG7dmtc9omHDhmjTpo3Ze0RKSorR538p7hFDhw5FWlqa6HtEkyZN0KJFC973iMjISBw+fJjXPaJt27Y4fvy40eEB5u4RdevWRfv27U18MHePCAwMRKdOnWx2j7hw4QKuXfvnKFVb3SMM91Br7xE3b97k/TniwR9/oPa+fSjP152fQEwjF/g8SMTWLWVbINjqHtGnTx8UFxdb9TkiOjoaBw8exKNHj7hyuT9HmLtHlP8ckZOTA09PfithzMLslHbt2jEAgl579+5ljDGm1Wq5Mq1Wa9b+8OHDGQC2ceNGUf5NmDCBAWCrVq3irZOYmMgAMC8vL5afn29WZsSIEQwAW7Rokdn3169fzwCwkSNHivLbQEREBIuIiGA6nY576fV6xhjj/i4pKWEXLlxgFy9eZKWlpUyv1xu9GGMmZY8ePTIpsyRrrqx8eXlbVcny8cOSrDk9vrKG6xEbG8tmzJjBALBXX33Voi9S+ytGdubMmQwA+/HHH62+RmJl3377bQaATZgwQVK7QttHjnYX0qf0ej2LjY1lAFhKSork/lrKT3MvnU7HLl68yA4fPsyKiorM3iMML8YYKy0tZevXr2clJSWSyJaUlLD169ez0tLSSu9T5e0a/K5KtnyMYmQN9Ukla4i1pKTEpj6Yi7limS3bXWg/4WNXqL/m2r20tJR3W1b0v6p21+l0JvKVtXtldq3pJ3yuvVSySuwnQmWt7SeG+vjK8u0nfOxa00/MtTufa2+o01xcYmWrandb9RNrxwdbjiVS9hM+7SN1PxFyjYT0qars8uknxSWlbM+ldJYUFsUYwL1ue/qzZm+sY1/+UnW7l7dbPg/5XKPy/b0yWT52ldJPKmsfw/dQsdjtHhwnT57klrbwffXo0QNA2cyRYVl1+Rnu8hjKGzZsKEs8wD+PMowaNQqurq5mZQz+yOW3Wq3mXoZVI+bKDMuKyr8qlpenKtmq7Fa0xdeHyvywZKOyequSLb9hrGFVzurVq42W7JW3FxISwrXr0qVLERkZCTc3N4SFheHFF1+EVqs1629mZibeeustNGvWDK6urvDz88PAgQOxc+dOi7Ht378fPXv2hKenJ/z9/TFy5EijWfSK8j169IBarUZqaqqJDw8fPsR7772HVq1awcPDA7Vq1UJUVBQ++OADZGZmiu4nFd+7e/cu5s2bhx49eqB+/frQaDQICgrCqFGjcPLkSbN2GzVqZLZN69Spg5deeon7RayiXykpKZg0aRL8/Pzg6emJbt26YceOHUhISIBarcakSZPMxvLzzz8jNjYWPj4+cHV1RWRkJL744guUlpaayDdq1Ag+Pj4Ayo6uNuebQTY1NRVqtRr7/vfLQePGjY1yUWy/5pOfVclXdo8w+FbxPSllq7pPCZU1xChW1lCflLIGGVv6YC5mIbJSXSMlXXtzPkndTyrKV0c/sfbaUz8R1k/EXCOl9JOK7c732puLwVrZytrdVv3E2ry3p35SVfvYop8IuUZC+pQ1/eRBbjHivjyI72cvRdjlf1aDAcC6Ac/gy4kd0cCj6navaNfwf77XyOBrVbJ87Cqln1hqH2ux2wkOa4mMjAQAo+VoBkpKSnD+/HloNBqEhYXJ4o9er8eqVasAWH48Bajc7/LlrVu3lthDQiharRabNm2CRqNBfHw8mjZtiujoaGRkZBgtATPHW2+9hZdffhleXl4YMGAAGGP44YcfMHToUJPHkG7fvo3o6GjMnz8fxcXFGD58OKKiorBr1y70798fCxcuNLG/YcMG9O7dG/v27UNkZCT69euHxMREdOzY0WjpMR8uXryINm3a4LPPPkNmZiYGDBiAHj16oKioCJ988onREkFr2bBhA95++23cuXMHrVq1wvDhw1G3bl2sW7cOXbt2NVpWWRFzbfr999+bbdOrV6+iU6dOWL9+PQICArjjlwcNGoQ1a9aYta/X6zFmzBhMnDgRZ8+eRfv27dG/f3/cv38fb775JoYPH27xuUI+vnl4eGDChAnc8dCjRo3ChAkTuBdBEARBEAQhLQt2XsGV9BxMO/irUXlhnXqY8vPH6NM8sJo8Iywieu2HnfP5558zAGzYsGEm761du5YBYIMGDRJtX+gjKrt372YAWIMGDbilO+a4c+cOU6vVzNnZmWVkZBi9V1hYyGrXrs3UajW7e/euaN8ZY7yWBul0ZUvUL168WKnPjDHG7t1j+owMVnDzJtNnZDB2755VL4u2srIs+5CVZaybkyOoTfR6PSsoKOCWUFUl+/XXXzMAbNSoUVz54sWLGQD25JNPmrUZHBzMALA6deqw06dPczK3bt1iTZo0YQDY7t27jeoaPHgwA8CefvppVlxczJUfOHCAubm5MQcHB3b27FmuPDs7m/n7+zMA7Ndff+XKS0pKuH4LgP30009G9Rgejbh+/bqRTnh4OAPAXn/9daP6GWPs1KlT7NatW1W2V8W2e//997lHVMqTmJhoFIuBbdu2MWdnZxYaGmpyfcy1KWOM3b9/32Kb9u7dmwFg//rXv7jlr4wx9vPPP3PtU9E3wz2lb9++7N69e1x5bm4uGzJkCAPAvvrqK6t9M3cdDO3Gt3+aQ6i+If9PnTpl1EaV2U9KSuKdP1XJCrFn7ygpVlv7IrV9a+yJ0RWqw1eecsIYJcUqhy9S1iF3TgjVo5wQj1Lifdxyoul7W9i4MXOMHk1hAGP//a9oX2isqBxrH1GpsRMcDx8+ZF5eXgwAW7NmDVeekZHBfbHYtWuXiV5YWBgLCwtjaWlpldoXOsExadIkBoC98847Vco++eST3BdnwzOUjDE2depUBoA99dRTvOqsDMknOCreFGz1io+37EN8vLHszJnCG0YA3bp1YwDYunXruLJ79+4xR0dH5ubmxnLMTLAYvvAuWbLE5L0vvviCAWAzy/l97do1bt+WR48emehMnz6dAWAvvvgiV7Z06VLui3hFMjMzmYeHB+8Jjt9++40BYK1bt666Dwhg5v/2Aak4iVAZhrxITEw0KhfaplevXmUAmK+vL8vNzTXR6d69u4lvJSUlzN/fn3l6erL79++b6KSnpzONRsNatWpllW+MWZ7gkBtB+U8QBEEQBGGHRM/ZwY7VjzD+DtGwIWNFRdXt2mNLjd2Dw1p8fX3x448/Qq1WIz4+Hj179sTo0aMRFhaG5ORkTJ06Fb179zbRM+z2W/6kAwOdOnXiXobdYmfMmMGVTZkyxawvhYWF3LL3p556qkrf//Of/yA0NBRr1qxBeHg4xo4di1atWmHx4sUIDQ01+0gCYQoTeOIMY8zkpBdLXL9+HQcPHoSvr6/RcWy1a9dG//79kZ+fj3Xr1lm02a9fP5N6mzZtCgBGO+gbdtseNGgQatWqZeKH4XGnAwcOmOg88cQTJvI+Pj5GdVfFrl27AADPP/+8JM/MAWXxlj/FoyJFRUXYsGED3n//fbzwwguYOHEiJk6cyD0KU35H5vKYi6tZs2YAjNv08OHDAMraVKfTmVyb0aNHm9g5ffo0Hjx4gJiYGPj7+5u8HxgYiKZNm+L8+fNGpwIZ6Nu3Ly/fKkNI/5RSPzs7m9eRXnq9Hrt27ZJMVog9e0dJsdraF6ntW2NPjK5QHb7ylBPGKClWOXyRsg65c0KoHuWEeJQS7+OWE80vnkB02kXjwvffB5ydRftCY4VtsdtjYqVg1KhR2L9/P+bMmYOjR4+iuLgYzZs3x8svv4xJkyYJtlf+KCADycnJ3J4GhiNSK7Jx40ZkZ2cjKioKLVq0qLIef39/nDhxAjNnzsT69euxbt06BAYG4pVXXsHs2bPh6+sr2HeCH3xvBr/88gsYYxg9ejSc/3cDNPDUU09h8+bNWLFiBZ566imzNuvXr29Sr4eHBwAYffm/c+cOgLJjx8xhKDfIlf+/pY1ohWxQazheLDQ0lLcOHyx9yT537hyGDh1qdFRZRcof51aeim0KoNI2rV+/vtlrY659DP5s3bqV2yTJEpmZmahXr54o36rC2sFK7AdevpQ/bk0KWSH27B0lxWprX6S2b409MbpCdfjKU04Yo6RY5fBFyjrkzgmhepQT4lFKvI9NTjCGd46uNi4LDgYmTrTaFxorbEeNnuAAys7y3bp1K2/5yn7dFPvL6RNPPGH21/TK8PHxweLFi7F48WJRdRK2ZeXKlQCAPXv2ICYmxug9wxfW3bt34+7du3BzczPRr+pLMl95Q3n59w39VGgdYuqXEsYYnnjiCdy4cQMvvfQSXnrpJTRu3BgeHh5QqVR477338Omnn1rMQ6na1Jx9nU4HAGjatCm6dOlSqV2NRmO1bwRBEARBEISN2bkT4SnGm+WXvvMuHCv8eEkoixo/wUHIxL173BJ4Ly8vq7/QWbRV2Q1nyRLgm2/+0Q0KssoHSxw/fpw7bvXq1asWH5nQ6/X49ddfMXnyZNF11a1bF0DZIzHmMKwsqFOnjolOamqqWZ2bN2/yrr9BgwYAIPjkFTEkJSUhKSkJ7du3x7fffmvyfkpKiiT1GNrKsDqlIubKDSswWrZsiWXLlkniB0EQBEEQBFFNMAbMnGlUdMs7EIHP0Ml1ikf07h3EY43km4zWIF555RUGgL355psWZXbs2MEAsDZt2hiVGzadNMfevXtNNrc0bDLq6elpdpPRN954w2ST0SVLljAArF+/fibyjx49ErXJaGRkpKS7MZvbZPTQoUMMABs+fLiJfGZmJvP19TXrt9A2vXLlCrfJaF5enomOoR3K6xQWFjJvb29Wq1YtptVqeccp1DfGGOvbty8DwK5evcq7HltA+U8QBEEQxGPLtm0mhxnMH/1GdXtVI6BNRgm7gTGG4uJi0Y/ySGVLrC4fvdLSUvz2228AgPj4eIuyvXr1QkBAAM6cOYPTp09X+eiTpXobN26MuLg45OTk4NVXXzXa/PbIkSP49ttv4eDgYLTB7ejRo+Hr64sdO3bg999/58p1Oh1ef/115ObmWm6ECowcORLNmjXD2bNn8c4776C0tNTo/TNnziAtLY23PaAsXsMjH+Vp0qQJ1Go19uzZY7QqprCwEC+99BIyMzMF1WOJpk2bomfPnsjMzMTbb79ttMfEypUrsW/fPhMdjUaDN954A1lZWRg1apTZ1TGJiYlc36iIkL5oWIFjWCVU3oY1+SVWn68OYwy3b9+WTFaIPXtHSbHa2hep7VtjT4yuUB2+8pQTxigpVjl8kbIOuXNCqB7lhHiUEu/jkBPa/GKkvvKmkdwt70D4TnleEl9orLAtNMFByEp+fr4ibInVrUpv69atuH//PsLCwrhTMMzh4OCA+Ph4AMDy5cutqve7775Do0aN8PPPP6Np06YYN24c+vTpg27duiEvLw9z585F69atOXkvLy98//33UKvVGDNmDGJiYjB+/HiEhYXhzz//xJNPPlmlPwYcHR2xZs0aBAUFYe7cuQgODsbo0aMxYsQIREREICoqStTjK+ZOKQoICMBzzz2H7OxsREZGYvDgwRg9ejRCQkKwZ88eTKyw4ZM1fPvtt/D19cVXX32FFi1aYPz48ejSpQuefvppbrKo4uax7733HsaNG4ddu3YhLCwMXbp0wdixY9GnTx80btwYkZGRWLVqldW+DR06FAAwfvx4jB49GpMnT+Yec7I2v8To5+fn8/7QevLkSclkhdizd5QUq619kdq+NfbE6ArV4StPOWGMkmKVwxcp65A7J4TqUU6IRynx2ntO3MkqwPsvzUdwsvHeG+vjJuKpbk0k8YXGCttCExwEISErVqwAAIwZM6ZK2XHjxgEA/vjjD6tOv6hXrx5OnDiB119/HY6Ojli7di3+/vtv9O7dG9u3b8f06dNNdEaNGoWdO3eiW7duOH36NLZu3YqIiAgcOXIETZqY3rwro2XLljhz5gxef/11uLu746+//sK+ffug0WjwwQcfGE2uWMu3336LL774Ao0aNcLu3btx4MAB9OnTBydPnkRwcLBk9YSFheHo0aMYNmwY0tPTsWHDBgDApk2buE1E/fz8jHTUajV+/fVX/Pnnn+jZsyeuXr2KtWvX4uLFiwgMDMSsWbPw+eefW+3byJEjsXDhQtSvXx9//fUXli5diqVLl1ptlyAIgiAIoqaTeOsRntv1s1FZaq0gjP3yAzg50Fdne4A2GSUICTE88sEYg1arrVQ2JiYGer0eWq0WanXZDbOy40979OhhcbbVz88P8+fPx/z583n72qtXL/Tq1cukfNasWZg1a5ZJeUJCgkVbgYGBguuvjHfeeQeffvqpyWa0Dg4OmD59utlJG0t+i23TJk2aYNmyZfD29jby41//+hcAoE2bNmb1Ro0ahVGjRlmsszzXr1+32E8q823atGmYNm2aUdnjPBNPEARBEAQhB91CauHnhq3Q7EEq3EsKAQBfdR6Dcz+fwrZp3avZO4IPNA1FyIq5IzKrw5ZYXSF6fGX5yEnZbvZAdcdbWFiIS5cumfixZs0aLFmyBN7e3oiLi5OkLqXkhFh9jUbD61QklUqFpk2bSiYrxJ69o6RYbe2L1PatsSdGV6gOX3nKCWOUFKscvkhZh9w5IVSPckI8SonX3nPC3dMNfl8tQLeXluK/HUfhUu0QrGvRE0npOdDrTX9MorFCeagY/exHmKFFixYAgAsXLliU0ev13EaHYWFh3CoEgrB30tPTUadOHYSHh6Np06ZwcnLCpUuXcOnSJajVaqxYsQLjx4+vbjerFcp/giAIgiAeN24+zMfzP5/E5YwcAIBar4Ne7YBALw2Ovdenmr2rGfD5HloZ9ImUkA3GGLKzsyXbEEisLbG6QvT4yvKRk7Ld7AElxOvt7Y3p06fD0dERBw8exMaNG/Hw4UMMGzYM+/btk2xyQyk5YY1+Tk4Orz1k9Ho99u7dK5msEHv2jpJitbUvUtu3xp4YXaE6fOUpJ4xRUqxy+CJlHXLnhFA9ygnxKCVee8yJnbv34Oi1B5i7LQnd5+3lJjcAQK92QHy7+ljzry6S+UJjhW2hPTgIWZEymayxJVZX6M1LKrnH+SZkjuqO19XVFfPnz4dWqzXZg0NqlJITYvXNHelriezsbEllhdizd5QUq619kdq+NfbE6ArV4StPOWGMkmKVwxcp65A7J4TqUU6IRynxKj0nCop1uJKRg3O3tdh/5T72Xc5Hke6YiVyTAA8sndAewX7ukvtCY4XtoAkOgiAIgiAIgiAI4rEjr6gU+6/cx6X0HFzNyMHljBzceJAH4+00TH/IimtVB/8Z24ZOTrFDaIKDIAiCIAiCIAiCeKy4k1WAMd8fwa3MgkrlYlP+Rsc7F5E4+lm0b9sEsc1qo0mAx2O9EefjDG0ySpjFFpuMlu9q1t4wrLElVleIHl9ZPnJStps9oJR45fBDKTkhRt+Q/4wxhIWFwcHBoUr7Op0ODg4OvPKnKlkh9uwdJcVqa1+ktm+NPTG6QnX4ylNOGKOkWOXwRco65M4JoXqUE+JRSrxKyok1f6fh9T/Omn3PxUmNZoGeiKrvjdfffxJeF88Bnp7Aq68C06cDPj6S+mKNTk3LC9pklLArSktLFWFLrK4QPb6yfOSkbDd7QCnxyuGHUnJCrL4QnQcPHkgqK8SevaOkWG3ti9T2rbEnRleoDl95ygljlBSrHL5IWYfcOSFUj3JCPEqJVyk5ERtW26Tso2EtsPv1WFyYPQAbX4nBLFVK2eQGAOTkAHPmAJs3S+6LtTqUF/yhCQ5CVvLy8hRhS6yuED2+snzkpGw3e0Ap8crhh1JyQqx+Xl4e75OFjh07JpmsEHv2jpJitbUvUtu3xp4YXaE6fOUpJ4xRUqxy+CJlHXLnhFA9ygnxKCVeJeWEv4cGi8a2MSrbdekeQmt7wEGtAhgrm9AoT7NmwNixkvtijQ7lhTBogoMgCIIgCIIgCIJ47BgaWdfo731X7iMrv7jsD5UKbPly3OreHczwuMaHHwKOtE2lPUMTHARBEARBEARBEMRjh0qlQsdGvkZlSw5c/+eP8HCcmj4d7Nw54LXXBK3eIJQJTU8RsuLs7KwIW2J1hejxleUjJ2W72QNKiVcOP5SSE2L1NRoNr02qVCoVGjduLJmsEHv2jpJitbUvUtu3xp4YXaE6fOUpJ4xRUqxy+CJlHXLnhFA9ygnxKCVeJeVEQbEO7607h2PXM43KXZz++Y2fsxURASxYYDNfrNGhvBAGnaJCmMUWp6gQBPH4QPlPEARBEISS+SYhGXO3XTYpPzuzH7xdnarBI4IPdIoKYTcwxpCTkyPZJllibYnVFaLHV5aPnJTtZg8oJV45/FBKTlijn5OTA71eX6WcXq/HgQMHJJMVYs/eUVKstvZFavvW2BOjK1SHrzzlhDFKilUOX6SsQ+6cEKpHOSEepcSrpJyo7aExWx45ewc2Jd7BvZxCq/2lsUJ50AQHISs6nU4RtsTqCtHT6XTIy8vDwoUL0bNnTwQGBsLZ2Rk+Pj7o3LkzPvzwQ9y8eZOXTWti7dGjB1QqFW7cuCHahrUsW7YMKpUKs2bNMiqfOHEiVCoVEhISjMqt7SeGmIW8zLWPlP3VEkrJCbH6QnQyMzOrFhIgK8SevaOkWG3ti9T2rbEnRleoDl95ygljlBSrHL5IWYfcOSFUj3JCPEqJVyk5Ed+uPj4Z0QoBnv9MdKiYHs6lJXjl19OI/ng3nvnxOG5mWOcvjRXKgvbgIAgbceLECUyYMAF3796Fm5sbOnXqhMDAQGi1Wpw4cQJHjx7F3LlzsXr1agwbNkx0PSEhIUhNTa32FQ9KYsCAAQgJCTEqS05OxqFDhxAYGIgBAwaY6Hh4eMjknfKYOHEili9fjr/++gtxcXHV7Q5BEARBEITVqFQqjO/YEKPb18e607fx1p+J6H/lCGbsXoKvuzyBP1r1wcHkhwhqpMK46naWkAya4CAIG5CYmIhhw4ahoKAAb7/9NmbMmAF3d3fufb1ej/Xr1+Ott97CnTt3qtHT6uXTTz/FO++8g4YNG0pq95133jEpW7ZsGQ4dOoTw8HAsW7ZM0voIgiAIgiAIZeLkoMYT7RtgRGQd5DZ/Az459/HJ9q8x5cjv+KjX82jYMrq6XSQkhDYZJcxii01GGWNgjHGPBFiDNbbE6vLVY4whMjIS586dw8yZM00eyyhPVlYWbt68iVatWlm0WVW9Va3g6NGjB/bt24fr16+brGqQi2XLlmHSpElVtgcgbT8x50NsbKzJIzFy+mGrOqyxZVjBsXv3bvTs2ZOXviH/9Xo9wsPD4eDgUKV/xcXFcHZ2rtI+H1kh9uwdJcVqa1+ktm+NPTG6QnX4ylNOGKOkWOXwRco65M4JoXqUE+JRSrxKzAnGGI5ce4iUb5fhqQVvGr23cPJHmPLVm6L9pbFCemiTUcKuUMp+A7bcg2P79u04d+4c6tevj/fff79SWW9vbzRv3pz7++7du5g7dy5iY2NRr149ODs7o06dOhg5ciROnDhhpJuQkACVSoXU1FQAMNpPwtJExvr169GpUye4u7vD19cX48aNQ1pamlnZ/Px8fPTRR2jZsiVcXV3h7e2N7t27Y/Xq1RbjSUxMxODBg+Ht7Q1vb2/07dsXR44csShf2R4ceXl5+PTTT9G2bVt4enrCw8MDERERmDZtGhezFGRlZeHLL79E//79ERwcDI1GAz8/PwwcOBDbt283q1N+XxMhbXrv3j08//zzCAwMhJubG9q1a4dffvkFN27cgEqlQo8ePczq/fXXX+jfvz/8/Pzg4uKCZs2aYcaMGcjNzTWS0+l03AQFX99UKhWWL18OAOjduzfUanWl+5JURMgmVTk5OZLKCrFn7ygpVlv7IrV9a+yJ0RWqw1eecsIYJcUqhy9S1iF3TgjVo5wQj1LiVUpOlOr0WHX8Jvou3I8nfziCDj9/afT+jaBGmPrNO1b7S2OFsqAJDkIW7t8ve6Wm5nP/t/ZlzpZWa9kHrdZYNy9PeBx5PJQ2b94MABg6dCgcHat+Cqy8zQ0bNuDtt9/GnTt30KpVKwwfPhx169bFhg0bEBMTgx07dnCyQUFBmDBhAvfoy4QJE7hXfHy8ST3ffPMNRo0aBcYYBgwYAA8PD6xevRq9evVCQUGBkWxOTg66d++ODz/8EPfu3cPgwYPRtWtXHD9+HOPGjcO0adNM7B87dgydO3fG5s2b0bhxYwwaNAjp6emIjY3F4cOHq2yH8ly7dg0dO3bEe++9h9TUVPTq1QsDBgyAs7MzFi9ejL179wqyVxlHjx7F1KlTcenSJTRt2hQjRoxAWFgYduzYgbi4OPz4448WdYW06YMHD9ClSxcsWbIEGo0GQ4cOhbe3NyZNmoSFCxdarOP111/H0KFDsX//frRs2RJxcXEoLi7GnDlz0KNHD6P+U/7/fH2bMGECQkNDAZRNcJTvR3z2JcnNzeV9stChQ4ckkxViz95RUqy29kVq+9bYE6MrVIevPOWEMUqKVQ5fpKxD7pwQqkc5IR6lxKuEnLiXU4hFu64i5vO9eHftOSTfy8WgpEMIe3DTSM5v7hyoHNRW+UtjhfKgPTgIWQgIAAAVAG+JLJq3FR8P/PGHeY3Jk4E///xH98MPGWbPlsidcpw+fRoA0Lp1a8G6Xbt2xdmzZ410GWNYu3Ytxo8fjylTpuDq1atQqVTcXhIJCQnIy8urcl+Jb775Bjt37kSvXr0AlK3Q6Nu3Lw4fPoxVq1bh2Wef5WTfe+89/P333+jTpw/WrVvHfdFNSkpCbGwsFi1ahH79+mHQoEEAyn7FnzhxIvLz87l9NQzMmDEDc+bMEdQOL730Ei5evIhx48bhhx9+MNq/5OrVq5KuBAoLC8OhQ4fQpUsXo/JTp06hV69emD59OsaMGWP2y76QNn3nnXdw7do1jBgxAqtWrYJGowFjDBs3bsQTTzxh1rfff/8dCxYsQFRUFNauXcutzCkpKcErr7yC77//HrNmzcK8efNE+7Zs2TJMnDgR165dw7Rp0xAXF6fYJYsEQRAEQRCVse38XUxZeQr6ct/fVUyPqYdXGQu2agXPJ8fi8T0steZCKzgIQmIePnwIAPD39xes26pVK7MTI71798bo0aNx7do1nD9/XpRfr732GvdlFwDc3Nzw+uuvAwD279/Plefl5WHp0qVQq9X45ptvjL7Yh4eH44MPPgAALF68mCtPSEhAUlISmjVrhrffftuo3pkzZwraRPT48ePYt28fgoKCTCY3AKBp06YIDw/nba8qGjVqZDK5AQBRUVGYPHkysrOzLa4Y4dumubm5WLlyJRwdHbFo0SJoNP8cVxYbG4uxY8eatf/JJ58AAFatWmX02JGTkxMWLVqEoKAgLFmyxOxjInx9IwiCIAiCsHcYY1hx5AZe+sV4csPJQYU5xZdMVm9g5kygiv0DCfuEVnAQhACcnZ2rlDEs+eLzeIo5m0VFRdi2bRuOHz+O+/fvo7i4GKWlpTh37hyAshUMrVq1Eug50K9fP5OyZs2aASjb+8PA33//jYKCAnTq1AlNmzY10Xn66acxdepUbnmbSqXCwYMHAQCjR482+fXf0dER8fHxWLBgAS8/d+3aBQAYP368yeSGrdDpdNi9ezcOHz6M9PR0FBYWAgC3ie7Vq1fN6vFt01OnTqGwsBAxMTFo0KCBkbyzszPi4+Px888/G5Xfu3cPZ8+eRfPmzREWFmZSj4uLC9q3b49Nmzbh6tWraNasmVFf4utbefj22Yr+8yU4OFhSWSH27B0lxWprX6S2b409MbpCdfjKU04Yo6RY5fBFyjrkzgmhepQT4lFKvNWRE3sv38OMDaabUv75fEdExhlvLIrWrYERIyzastYXW+hQXvCHJjiIGovQZfgqlQpubm5Vyvn7++Py5cvIycmpso6KNs+dO4ehQ4dWurmj2I2B6tevb1JmWJ1RVFTElRmOrbW0UWmtWrXg7e0NrVaL7OxseHt7czqWVmoIWcFh2ASzSZMmvHWsIS0tDYMHD8bZs2ctylhqc6FtWnFyw3D9zQ00ho1UL126VGU/evDgAcLCwoz6El/fyuPi4iI4L9zc3Ko8QQkA1Go12rRpw8smH1kh9uwdJcVqa1+ktm+NPTG6QnX4ylNOGKOkWOXwRco65M4JoXqUE+JRSrzVlROWPr8se20eFl68aFxYbvWGtf7SWKE8aF0OIQv37gEZGQwpKbnIyGC4dw9WvSzZWrLEsg9LlhjrvvGG8E2y+GyoaLhpHD16lNdmQAabjDE88cQTuHHjBl566SWcOXMG2dnZ0Ol0yMnJ4fa1ELspkJgJHb4yBp+kOtZRTiZPnoyzZ89i5MiROHbsGLKysqDT6aDX67Fo0aJKfbK2TQ3X39wjJoZ9RurUqWO08ae5l5+fH2dLrG8AUFBQILj9LflfEb1ej8OHD0smK8SevaOkWG3ti9T2rbEnRleoDl95ygljlBSrHL5IWYfcOSFUj3JCPEqJV86cKCnV4e/UR/j12E0cS8k0kVPrdZhy4FfjwtatgeHDJfOXxgrlQSs4CFmoXRtgDHB2LoW3N2Dt92Axtry9jXXFPP1QWlpapUxcXBy+/vprrFu3DgsXLoSTkxMvm0lJSUhKSkL79u3x7bffcu8zxlBaWorr168Ld1gEdevWBQCL9Wm1Wmi1Wri7u8PT09NIx9LxrTdv3jRbbg7DKofk5GTeOmLJy8vDzp07ERgYiN9//x0ODg7ce4wxpKSkSFJPnTp1AJhvh9LSUty6dcuk3LACIygoqMoNZIF/+ok1iNm8VUid9+/fl1RWiD17R0mx2toXqe1bY0+MrlAdvvKUE8YoKVY5fJGyDrlzQqge5YR4lBKvLf04f1uLvUkZ2HriIW7v3A1tQYlF2cFJB9D0YYXPWLNmmey9Ya2/NFYoC1rBQRASM2DAALRo0QJ37tzBxx9/XKlsdnY2Ll26BAB49OgRAPOPFmRlZWHnzp1mbRj2QLD2y62Bdu3awdXVFcePHze798Qvv/wCAIiJieFWCcTExAAA1qxZY7ICoLS0FGvWrOFdf58+fQAAv/76K/Lz80XFwBetVgu9Xo86deoYTW4AZX4bjvy1lrZt20Kj0eDo0aPcIzjlMdc+9evXR1hYGBITE20+uSV1HyIIgiAIgpCav87ewZCvDuKLnVdxMUttcXLD2VGN5zs3xNwLG4zfaNPGaPUG8XhCExwEITEqlQorVqyAi4sLZs+ejXfffRd5eXlGMobjQTt06MAdK9ukSROo1Wrs2bPHaGKhsLAQ06dPR2am6dI74J/VE4YNMa3F3d0dzz77LPR6PV5++WUj369cucId+fp///d/XHnPnj3RrFkzJCUlYf78+Ub25syZY3Flhzmio6PRrVs3pKen48UXXzSZ5EhOTkZSUpKY0EwICAiAt7c3zp8/j0OHDnHlOp0Ob731lmSrSDw9PTF+/HiUlpbitddeQ3FxMffewYMHsWrVKrN6H3zwAXQ6HUaNGmX29Jxr167hxx9/tNo/Qx+ytJkqQRAEQRBEdbPs8A1UfJLWQa1Cu2AfjGpbH1N7N8X80ZHYPT0W7+cmwiWlwueamTOtX0ZOKB9GEGaIiIhgERERlcrodDp28eJFdvHiRabT6aq0qdfrWWlpKdPr9Vb7Z40tsbpC9PR6Pdu3bx8LDAxkAJibmxvr3bs3Gz9+PIuLi+PKXVxc2Pbt2zmbzz//PAPAXF1dWVxcHIuPj2eBgYHM39+fTZw4kQFgP/30k1FdX3zxBQPAAgMD2dixY9lzzz3H3n77be792NhYBoBdv37dxM/r168zACw2NtaoPDs7m7Vr144BYAEBAWz06NFs0KBBzMXFhQFgU6dONbF1+PBh5urqygCwqKgoNm7cONaqVSvm5OTEJk+ezACwmTNnGulMmDCBAWB79+41arvU1FTWrFkzBoD5+fmxYcOGsfj4eNamTRumUqlM2oAPP/30k9lYP/74YwaAOTg4sL59+7IxY8awkJAQ5urqyqZMmWLWbzFtmpGRwRo1asQAsIYNG7KxY8eyXr16MbVazV5++WUGgPXt29fE3ltvvcX51759ezZ69GjWv39/Fh4ezgCwyMhIrt1KS0tF+Xby5EmmUqmYRqNhw4YNY8899xx77rnn2IMHDyy2pyH/z58/z0pLSy3KGdDr9SwvL493/lQlK8SevaOkWG3ti9T2rbEnRleoDl95ygljlBSrHL5IWYfcOSFUj3JCPEqJ11Z+nEvLYsFvbzJ6dfpkF9MWFJsKl5Qw1qwZY2VPppe9oqIYM+OTtf7SWCE9fL6HVkaNX8Fx+PBhDBo0CL6+vvDw8EB0dDSWL18u2M6DBw+wZMkSvPDCC2jTpg0cHR2hUqmwevVqizoTJ06ESqWq8lXxuf2QkJBK5aX6ddsWMAk3kLTGllhdIXpdunTB1atXMX/+fHTo0AGJiYn4/fffcejQIYSEhGDmzJm4cuUKevXqxel8++23+OKLL9CoUSPs3r0bBw4cQJ8+fXD06FGLJ5FMnToVH3zwATw8PLBmzRosXbq00n7HB09PT+zbtw+zZ8+Gv78/Nm7ciAMHDqB9+/b49ddfuc03y9O5c2ccPnwYAwcORHJyMjZt2oTatWtj79696Nq1q6D669ati+PHj2PWrFmoU6cOduzYge3bt6O4uBjTpk0zajNree+997B8+XK0bt0ahw4dwq5duxAZGYkjR46gbdu2ktUTEBCAI0eO4Nlnn0VBQQHWr1+Phw8fYsmSJRg7diwAwM/Pz0Tv888/x+7duzF06FCkpaVh/fr1OH36NNzc3PDmm28areAQ26/btWuHFStWICIiAjt27MDSpUuxdOlSXif2CNmkytLpLWJlhdizd5QUq619kdq+NfbE6ArV4StPOWGMkmKVwxcp65A7J4TqUU6IRynxSuVHcakeNx/mY9+V+xj85UGT9we0CIKXi5m97lavBq5cMS6bNcvi6g1r/aWxQmFIM89in6xdu5Y5ODgwlUrFYmNj2ahRo1itWrUYAPbaa68JsrVu3ToGwOS1atUqizo//PADmzBhgtlXp06dGAAWHBxsMsMWHBzMAFjUvXPnjqj2KI+tVnA8evRIsl8gxNoSqytEj68sHzkp280eUEq8cvhhqOPTTz9lANhnn31mtS1rfoEQom/I/8OHD7OSkhJe8uvXr+d1r+AjK8SevaOkWG3ti9T2rbEnRleoDl95ygljlBSrHL5IWYfcOSFUj3JCPEqJV4wfer2ePcgpZKuOpbJpq0+zEV8fZB0/3sVC3tlksmrD8BoxdyMrKDLz+aOkhLGmTY1Xb7Rta3b1hlh/rdWnsaJyrF3BUWNPUXn06BEmTZoEnU6HNWvWYOTIkQCAjIwMxMTEYOHChRgyZAh69uzJy15gYCCmTJmCDh06oEOHDvj888+xYsWKSnUmT56MyZMnm31vzJgxOHr0KJ566inL5zrzOFmBIAjlcOrUKZNVIYcOHcKnn34KR0dHPPHEE9XkGUEQBEEQhHxoC0rw06Hr2Jt0Dyn385BTxG+jc5UK+HxkK2junIazo5mHEVatAiruKVbJ6g3i8aPGTnAsWbIEWq0Ww4YN4yY3gLKJirlz52LkyJFYsGAB7wmOzp07o3PnztzfarX4p3+ys7Px119/AQCeeuop0XYIglAWXbp0Qd26ddG8eXO4u7sjOTmZ22T2s88+Q6NGjarZQ4IgCIIgCNuRV1SKGevPY+3p27x1Ajw1iKjrhVFt62Nw6zpgjOGvO6dNBUtLgX//27isfXtg8GArvSbsiRo7wbFp0yYAQHx8vMl7cXFxcHFxwa5du1BYWAgXFxdZfVuzZg0KCgrQoUMHhIeHy1q3rXFyMvOcXDXYEqsrRI+vLB85KdvNHlBKvFL78e6772Lz5s04duwYtFotvLy80Lt3b0ydOhVDhw612r61/orRNxwxywdzRyBbIyvEnr2jpFht7YvU9q2xJ0ZXqA5fecoJY5QUqxy+SFmH3DkhVI9yQjxKideSH4wxvPTL3zhw9YHZ971cHNGneSA6NfZDfR9X1PNxRZC3CzSODiZ2zNbx669AxRPweJycYm270VihLFSMSbjrox3h4+ODrKwsXLhwARERESbvd+jQASdPnsSZM2cQGRkp2P7EiROxfPlyrFq1ittAkC+9e/fGnj17sGjRIkydOtXk/ZCQEKSmpmLu3Lm4du0aNBoNWrRogREjRqB27dqCfTVHixYtAAAXLlywKKPX67mjScPCwqxatUIQhH1B+U8QBEEQRFXkFJbg+/0pWHrwOvKLdSbvj+3QAGM6NEBDXzf4ujtbfDS/SkpLgebNjSc4OnQAjh2jx1PsDD7fQyujRn4izc7ORlZWFgDLM1iG8oonmNia27dvIyEhAY6OjlVOjLz11lv47rvvsHjxYrz44osICQnB0qVLZfJUOIwx5ObmSnKSijW2xOoK0eMry0dOynazB5QSrxx+KCUnrNHPy8vjdZKKXq/HsWPHJJMVYs/eUVKstvZFavvW2BOjK1SHrzzlhDFKilUOX6SsQ+6cEKpHOSEepcRb0Y+v9iTjyz3JZic3Rrath89GtUZUQx/4eWh4T26YjXXlSlGrN6xtNxorlEeNfEQlNzeX+7+bm5tZGXd3dxNZOVi5ciX0ej0GDhyIgIAAszJDhw5Fz5490a5dO9SuXRspKSn48ccfsWjRIkyePBl+fn4YPnw4r/oMM2QVuXbtGkJDQ406v+EYWkOZXq8HYwwqlQqMMZMvRoby8pSWlm0gxEfWXJmhvKKtymTNlZvzw5KsOT1zMYiV5ROHWH+llBV6jayRlaqfWBuzHO0upE9VZddafy21e2WUlJRAr9dDr9eb3CMMqNVqMMaQnp7OvWetrF6vR3p6Ohhjld6nKtqt2DbmZA33GLGyhvqkkjXEqtfrJbVbUdZc+1SUtWW7i+knVdkV6q+5djfUwactK/pfmayBivKVtbut+gmfay+VrBL7iVBZa/uJoT6p+wkfu9b2k4rtXpls+TZJT0/n/i+FbFXtbqt+Yu34YMuxBJCun1SUFZr35f1wUFueYAgP8sSG02nwcXeGr5szantq4O/pAhUE9qnSUqg++gjla2LR0WADBgASfz4x1w582r283fJ5yOcale/v5r5zGWT52OXrb0Uf+MjaYnwQg91OcMTHx+P8+fOCdH7++WdER0fz+vAu5AO+lPzyyy8AgKefftqizOLFi43+btGiBb744guEhYXhxRdfxNtvv817gqMyioqKuM1OAaBt27Zo0KABNm3axLVPUFAQvLy8UFRUhOLiYk7W1dUVGo0GWq2WKzN08qKiIhQWFnLlLi4ucHFxQXZ2tlG716pVC8XFxSgoKDCRzcnJAQDOfq1atVBSUoL8/HxOVqPRwNXVFTk5OUbJ4uXlZaQLlO0j4ObmhtzcXOh0OiNZnU6HvLw8rqygoABubm7Iy8sz+nLq6ekJxpjRpFh+fj7c3d3NygIwisPR0REeHh7Iz89HSUkJJ+vh4WHir0G2oKDAqN3d3d3h4OCA7OxsrszBwQGenp5mZR0dHY3sqtVqeHl5obCw0OiMbDc3Nzg7O5uVrXg9LV17b29vi7IVrz0Ai9feXD/he+29vb0typq79hXbvbJ+otfrja69k5OTxWtvqZ+Yu/YqlYrrJwAs9hPDpGx5fyu79ub6CQCz197Jycnk2nt4eHBtu3XrVgDm7xGurq7o168frl27BgDYvHkzACAyMhIhISHYunUr1z7Ozs4YOHAgbty4YSTbsmVLhIaGYufOnVz/MfiblpaGM2fOcL6Fh4cjLCwMe/bsMcrbYcOG4c6dOzh58iRX1rRpU0RERGDfvn1GbREXF4cHDx7g2LFjXFnjxo3RqlUrHDp0CJmZmVz5gAEDkJOTg0OHDnFlwcHBaNOmDY4ePYr79+9z5X379kVRURH279/PldWvXx/t2rXDiRMnuA9rALgNrvfu3cuVnTx5Ep06dcLp06eRlpbGlXfv3h0ajQY7d+7kymrXro0uXbogMTERqampXHnXrl3h6emJbdu2cWW+vr7o1q0bzp8/j5SUFK68Y8eO8Pf3564D8E9eJCUlIbncL2Xt27dHvXr1jMYMd3d39OnTB1euXEFSUhJXHhUVhYYNG2LLli1cHrm4uKB///64fv06gH+ufatWrdC4cWNs376d68OOjo6Ii4tDamoqzp49y9mNiIhA06ZNsWvXLu7eYRh3bt++zW3oC5Q9VhUeHo6EhASj/BoyZAgyMjJw/PhxruzSpUto2bIlDhw4wK3+BIBBgwbh0aNHOHLkCFcWEhICADh69CgePnzIlffr1w/5+fk4ePAgV9agQQO0adPGKF6g7DFVnU6HhIQErqxOnToAyk5iunv3Llfeo0cPODg4YPfu3VzZiRMn0LlzZ5w5cwa3bt3iymNiYuDm5oYdO3ZwZX5+foiJiUFiYiKXd0DZxuk+Pj7YsmULV1arVi3Exsbi4sWLRtc+OjoagYGBRtfe09MTvXr1wuXLl7lH2YDK7xHJycm4ePEiJyvFPWLw4MG4deuW0bW31T3iwoULaN26tU3uEVFRUUbxAubvEUFBQejYsSOve8SxY8fQtWtXQfcIw3Jxgx+W7hE9e/bEpUuXcLXiSRYAr3uEAXP3iJSUFKPP/zdu3EBoaKjZe4RhFbbBP0v3iKFDhyItLQ2nTp3i7Aq5RzRp0gQtWrTgfY+IjIzE4cOHed0j2rZti+PHjyMjI4MrN3ePqFu3Ltq1a2cUL2D+HhEYGIhOnTrZ7B5x6dIlIz9GtmmHxDQ/HEz+J14Dn2wxve4AEOnL8ExTHRzVlu8RBrZu3Yq627cj6n+fMwwc7d8f9/6352Jl9whDrhj8FXqPMOyXWL7d+X6O2Lx5s6B7REFBAUpKSqr8HLF582aL94gOHTqY+Cv35whz94jynyNycnK470qiYHZKu3btGABBr7179zLGGNNqtVyZVqs1a3/48OEMANu4caMo/yZMmMAAsFWrVvHWSUxMZACYl5cXy8/PF1ynTqdjAQEBDABLSUkRrF8ew/nDOp2Oe+n/d3604e/S0lJ24cIFdvHiRVZUVMT0er3RizFmUvbo0SOTMkuy5srKl5e3VZUsHz8syZrTk1KWTxxi/ZVSVsw1EisrZT+xJmY52l1In7K1v5ba3dyrpKSEXbx4kR0+fJgVFxebvUcYXowxVlpaytavX89KSkokkS0pKWHr169npaWlld6nytvV6/W8ZA0xipU11CeVrCHWkpISm/pgLuaKZbZsd6H9hI9dof6aa/fS0lLebVnR/6raXafTmchX1u6V2bWmn/C59lLJKrGfCJW1tp8Y6uMry7ef8LFrTT8x1+58rr2hTnNxiZWtqt1t1U+sHR9sOZZI2U/4tI+QfpKVX8Q6zNnJgt/exPu17dwd3v1EHxvLGMC99B07Ml25+74t7yd827283fJ5yOcale/vlcnysauUflJZ+xi+h4qlxm4yWqtWLWi1WkVtMvrWW29h3rx5mDRpEn788UfBdQJlx1AeOXIEhw4dQpcuXUTZAPhv7pKSkoKioiIEBATAz8+vUln2vyWFarVa/AZCEtgSqytEj68sHzkp280eUEq8cvihlJwQo6/VanHnzh2oVCqEhYXxygnDjLwUskLs2TtKitXWvkht3xp7YnSF6vCVp5wwRkmxyuGLlHXInRNC9SgnxKOUeBljyM7OxtmMInyTcA0eGkf4e2jwMK8YOy9mVG0AgKeLI7ZM7YYGvua3EjCJtagIWLoU+OQT4PZtYMsWYOBA3v5a0240VkiPtZuM2u0jKtYSGRmJ/fv349SpUyYTHCUlJTh//jw0Gg3CwsJk8Uev12PVqlUAKn88pSoePXoE4J/HGmyNj48P0tPTce/ePZSWlsLT0xMajflNggxfoABIMkCLtSVWV4geX1k+clK2mz2glHjl8EMpOSFEX6/XIy8vj1sua2kfI4IgCIIgaia/nLiDebtSqhY0w9z41ujTPBC+7vyPoYdGA0yZAjz3HLBuHTBggKi6iceDGjvBERcXh/379+PPP//EU089ZfTepk2bUFhYiEGDBsHFxUUWfxISEpCWloYGDRogNjZWlI0LFy7g8uXLcHNz454HszXe3t4oLCxEVlYWMjMzjZ47NYdOp+OenbcWa2yJ1RWix1eWj5yU7WYPKCVeOfxQSk6I0ddoNDhz5gzq16/Pa9Jv7969GDJkiCSyQuzZO0qK1da+SG3fGntidIXq8JWnnDBGSbHK4YuUdcidE0L1KCfEo5R4GWM4fiEZQg/rbFHXC5+MaIXIBrV41WE2Vo0G4LlyvkpbNtSnscK21MhjYgFg8uTJ8PLywoYNG7B27Vqu/N69e3jrrbcAANOnTzfRCw8PR3h4OG7fvi2pP4bNRZ988kmo1ZYvy/bt2/H333+blCcmJmL06NFgjGHy5MlwdhYw62kFarUaQUFBqFevHry8vCr9cmRYEiXFU1HW2BKrK0SPrywfOSnbzR5QSrxy+KGUnBCq7+zsDD8/PzRo0KDarxNBEARBEMqiT109RrWtx0vWxanse0/nxn4I8XO3pVtEDaHGruDw9fXFjz/+iCeeeALx8fGIjY2Fv78/du3ahaysLEydOhW9e/c20TPsBl7+9AIDnTp14v5vODFgxowZ+M9//gOgbPfwb775xkSvsLAQa9asAQCT1SQVOXLkCGbPno3g4GCEhoaidu3auH79Ok6dOoXS0lLExsbi008/5dcIEqFSqeDl5cXtrs+Y6fFFQNnS9s2bN6NDhw6VTuLwwRpbYnWF6PGV5SMnZbvZA0qJVw4/lJITQvQNx3gZdAiCIAiCIMrj5QzMG9IaXzzRBsWleiSmZWHDmTtYcTTVRLawpOyzxJKD17Hk4HW8GNsYPcMC0D7YB44Oj//nXkJ6auwEBwCMGjUK+/fvx5w5c3D06FEUFxejefPmePnllzFp0iTB9sofBWQgOTmZO07N0uMuGzduRHZ2NqKiorhNVSzRv39/3Lp1CydOnMDZs2eh1Wrh5eWFmJgYPPnkk5g0aVK1L+0v/wWoIkFBQVCr1ZJ8YbTGllhdIXp8ZfnISdlu9oBS4pXDD6XkhFj9oKCgapMVYs/eUVKstvZFavvW2BOjK1SHrzzlhDFKilUOX6SsQ+6cEKpHOSEepcRb3g9nRzXah/iifYgv2jSohR8OpCApPcei7nf7UvDdvhQ0r+OFX56Lhp+HxlSouBgh/zsWWGp/5dKnscJ21NhTVIjKsXb3WoIgCIIgCIIgiIqU6PR4mFuMezmFWPN3GpYfMV3ZAQDfPNkWg1rVMX3j+++Bf/0LGD8emDEDaNbMxh4TcmLt99Ca8XMwoQj0ej3+/vtvSZa1W2NLrK4QPb6yfOSkbDd7QCnxyuGHUnJCrL4tcoKvrFL6iRwoKVZb+yK1fbnHCqE6NFaIQ0mx1qSxgj4/KRulxFuVH3lFpdiTdA8/HbqO+TuuYNuFdLNyAZ4adG3ib/pGcTHYxx8Dej3wyy9A8+bA55/bzF9b6NNYYVtogoOQlbS0NEXYEqsrRI+vLB85KdvNHlBKvHL4oZScEKtvi5zgK6uUfiIHSorV1r5IbV/usUKoDo0V4lBSrDVprKDPT8pGKfFW9ENbUILNiXfxxh9n0eWzPXhxxd/4bn8K9l+5j4zsIhN9jaMay5+Nhrerk6nxn36C6ubNf/7W64F27ST1Vw59GitsR43eg4MgCIIgCIIgCIKQlpT7udh0Lh0Hrj7AmVtZ0Okr3xXB29UJYUGeiGpYC0Mj66J5HS/zgvn5YB4eUOXmlv0dEwOYORiCqLnQBAdBEARBEARBEARhFYwxpD7Mw+abarx+7CBKLUxquDk7oGd4AFrX80ZYkCfCg7wQ6KWxeEiBEa+9Bvbkk7g6ZQqabtsG1ezZAB89osZAm4wSZrHFJqOMMWRlZaFWrVr8bmA2siVWV4geX1k+clK2mz2glHjl8EMpOSFW3xY5wVdWKf1EDpQUq619kdq+3GOFUB0aK8ShpFhr0lhBn5+UTXXGe/1BHpYfvoGdFzNwO6vArIyfuzNim9VGbFht9GgWAG83M4+f8ISLlTGofHysmuBQ+ucnIfKPS15Y+z2UVnAQsqLRmDnqqRpsidUVosdXlo+clO1mDyglXjn8UEpOiNW3RU7wlVVKP5EDJcVqa1+kti/3WCFUh8YKcSgp1po0VtDnJ2VTHfF+tjUJ/913zex7/h7OmNS1Ebo19UfLut5Qq6X7Qq3RaABXV0lWbyj985MQecoL2mSUkBHGGHbu3AkpFg1ZY0usrhA9vrJ85KRsN3tAKfHK4YdSckKsvi1ygq+sUvqJHCgpVlv7IrV9uccKoTo0VohDSbHWpLGCPj8pm+qIt7hUb3Fy4/96hmLbtO54uWcTtK5fS9LJDaXkhFh9GitsC01wEARBEARBEARBEIJwclChYyNfs+91beIPf4/He6UAoUxogoMgCIIgCIIgCIIQhEqlwi+TO2LWkAiT987cypKmksJC4KOPgAcPpLFHPPbQBAchK7Vr11aELbG6QvT4yvKRk7Ld7AGlxCuHH0rJCbH6tsgJvrJK6SdyoKRYbe2L1PblHiuE6tBYIQ4lxVqTxgr6/KRsqiPerefTMeuviyblI6LqSVPBDz8AH34INGoEvPce8PAhAOXkhFh9GitsB52iQpjFFqeoEARBEARBEATx+DDs60M4a2a1RvdmtRFa2x2dG/uhaxN/uGtEnG1RWAg0bgzcvftP2eDBwF9/iXeYUDzWfg+lFRyEbOj1epw5cwZ6vb5abYnVFaLHV5aPnJTtZg8oJV45/FBKTojVt0VO8JVVSj+RAyXFamtfpLYv91ghVIfGCnEoKdaaNFbQ5ydlU13x9m0eYLZ8/5X7+OnQDbyw4m+0mLkdszZewPnbWuj0An5b//5748kNAHjzTcXkhFh9GitsC01wELKSmpqqCFtidYXo8ZXlIydlu9kDSolXDj+UkhNi9W2RE3xlldJP5EBJsdraF6ntyz1WCNWhsUIcSoq1Jo0V9PlJ2VRHvC/3bIJ/D2uBBr6ulcotO3wDg788iND3tuDDDedRVKqr3HBBAfDZZ8ZlvXoB3bsDUE5OiNWnscJ20AQHQRAEQRAEQRAEwRvGGB7lFeNKRi7qeLuie9PaaBbowUv35yOpOHi1ik1Dza3emD1bpLdETULEw1AEQRAEQRAEQRDE4wBjDIUlemgLSpBVUAxtfknZ//NLkJlfjEd5xXiUX4zMvBJk5hXhXk7Zq7hU3GMOahXQyN/dsoC51Rt9+gAxMaLqI2oWtMkoYRZbbDLKGMPDhw/h5+cHlUpVbbbE6grR4yvLR07KdrMHlBKvHH4oJSfE6tsiJ/jKKqWfyIGSYrW1L1Lbl3usEKpDY4U4lBRrTRor6POTshEab8r9XHy5JxnrTt+2mU+eGkcEeGkQ4OmCQC8NPFwc4ePmjOFR9RBau5LVHv/5D/Daa8ZlBw8CXbsCUE5OiNWnsaJyrP0eSis4CFnx9PRUhC2xukL0+MrykZOy3ewBpcQrhx9KyQmx+rbICb6ySukncqCkWG3ti9T25R4rhOrQWCEOJcVak8YK+vykbITE+87aczh+PdPqOp0d1KjtqUFEXS/0aR6AED93+LioUc/PA+4aJ+EGCwqAzz83Luvbl5vcMKCUnBCrT2OF7aA9OAjZYIxh27ZtkGLRkDW2xOoK0eMry0dOynazB5QSrxx+KCUnxOrbIif4yiqln8iBkmK1tS9S25d7rBCqQ2OFOJQUa00aK+jzk7IRGq+zQ+VfA0P83NCxkS8GtAjCuOiGeLlnKD6Ia44vRkdixXPR2D6tO8582BeX5wzAoXd64Ydn2mNMh4boEOKDSyf2w9XJQVwg//0vkJ5uXDZrltGfSskJsfo0VtgWWsFBEARBEARBEARRg1jwRCSiP9lt8f07WYVwclCjU2M/PNmxIQK8XGzvVH6+6eqNfv2ALl1sXzfx2EArOAiCIAiCIAiCIGoQAV4uSPpoAOaPjkT/FoEm7xfr9Lh6LxeLdl/FuB+OQqeX4Rf///4XyMgwLquweoMgqoJWcBCy4uvrqwhbYnWF6PGV5SMnZbvZA0qJVw4/lJITYvVtkRN8ZZXST+RASbHa2hep7cs9VgjVobFCHEqKtSaNFfT5SdkIjdfFyQHx7eojvl19JN/LxR9/38Kp1Ec4ceORkdy1+3kY+tVBDG5dF2M7NICPu7OkfgAA8vJMV28MGAB07ixdHRZQ+ucnIfKUF3SKCmEBW5yiQhAEQRAEQRCEsnl66TEcuPrA4vtTeoTizf5h0p7CMX8+8OabxmVHjgCdOklXB2EXWPs9lB5RIWSDMYZz585JtiGQWFtidYXo8ZXlIydlu9kDSolXDj+UkhNi9W2RE3xlldJP5EBJsdraF6ntyz1WCNWhsUIcSoq1Jo0V9PlJ2UgZ79dPtsVLsaFwcza/Ueg3Cddw+laWdH7k5QFz5xqXDRxocXJDKTkhVp/GCttCExyEbDDGkJKSItnNSKwtsbpC9PjK8pGTst3sAaXEK4cfSskJsfq2yAm+skrpJ3KgpFht7YvU9uUeK4Tq0FghDiXFWpPGCvr8pGykjNfLxQk9wmqjuFRv9n21Cqjlav4IWFF+fPMNcP++cVkle28oJSfE6tNYYVtoDw6CIAiCIAiCIIgaDmMM/92Xgs+3JVmUCfTS4IvRbdC4toc0lebmmq7eiIsDoqOlsU/UOGiCgyAIgiAIgiAIooZzJOWhxcmN7s1q4/lujdCtaW1pK/36a+BBhf0+Zs6Utg6iRkGbjBJmscUmo4wxZGRkIDAw0OpNiayxJVZXiB5fWT5yUrabPaCUeOXwQyk5IVbfFjnBV1Yp/UQOlBSrrX2R2r7cY4VQHRorxKGkWGvSWEGfn5SNNfFuTryLqatPWzwK9qNhLfB05xDp/cjNBUJCgIcP/ymLiwM2bZKuDin9lUifxorKsfZ7KE1wEGax1QSHTqeDg4ODJDcjsbbE6grR4yvLR07KdrMHlBKvHH4oJSfE6tsiJ/jKKqWfyIGSYrW1L1Lbl3usEKpDY4U4lBRrTRor6POTshEbb+rDPMTOSzD73mt9muHVPk1t58fnnwPvvGNcduIE0L69dHVI6a9E+jRWVA6dokLYDYwxbN68WbINgcTaEqsrRI+vLB85KdvNHlBKvHL4oZScEKtvi5zgK6uUfiIHSorV1r5IbV/usUKoDo0V4lBSrDVprKDPT8pGSLx6PcO9nELsu3Ifn2y5ZFbmzId9BU9uCPIjJweYN8+4bMiQKic3BNXBA6V/fhIiT3lRBu3BQRAEQRAEQRAE8Rig1zOkZxfgZmY+bmbm41ZmPtK1hXiQW4T7uUV4kFOMB7lFKLXwOAoAzBwSgVpuzrZ19KuvjB9NAWjvDUISaIKDIAiCIAiCIAjCztDpGc7cysLfqZm4dDcbxy874M0TOywe71oV/+oRin/1CIWXi/kjYCUjJweYP9+4bOhQoF0729ZL1AhogoOQFS8vL0XYEqsrRI+vLB85KdvNHlBKvHL4oZScEKtvi5zgK6uUfiIHSorV1r5IbV/usUKoDo0V4lBSrDVprKDPT/xhDDhzBigtBTp0sN5eYYkOVzJycOFONs7f1uLCnWwkpWejsKT8ZIYKAP/JDX8PDVrU9ULbhj4Y2bYeGvi6We8oeLT7l18CmZnGZQJXbyglJ8Tq01hhO2iTUcIstthklCAIgiAIgiAeZ9LSgJ9/Bn75Bbh0CejXD9i+vXKdrPxiHLn2EHnFOjzILcKDnP89TlLukZLM/GII+dbm76FBQ19XNPR1Q5C3KwI8NfD31KC2hwa1//evt5uNV2pYYudO4L33gJMny/4eNgxYv756fCEUB20yStgNjDFcvHhRsg2BxNoSqytEj68sHzkp280eUEq8cvihlJwQq2+LnOArq5R+IgdKitXWvkhtX+6xQqgOjRXiUFKsNWmsoM9P/DhwAHj//bLJDQDYtQu4e9eyfPK9HPSYn4B/rTyFN/44i8+2JmHJwevYcOYODiU/xOWMHDzMszy5oVYB0SG+eL5bI7ze1R+b/y8GF//dHyc/6IO1U7riP2Oj8M7AcDwb0whDI+uic6gfmgR42Gxyg1e79+0LHD8O/PVX2aais2ZJX4dMtmisUB40wUHIBmMMV69elexmJNaWWF0henxl+chJ2W72gFLilcMPpeSEWH1b5ARfWaX0EzlQUqy29kVq+3KPFUJ1aKwQh5JirUljBX1+4sewYYCHxz9/6/XAqlWW5TeeuYOs/BJetp0d1Whd3xvjohtizvCWWDelCy7MHoDfX+qMdweGo6E+Hc3reMLNufp2IeDd7ioVMHhw2URHmza2qUMGWzRWKA/ag4MgCIIgCIIgCEIC3NyAkSPLHlMxsHIlMH26qeyGM7exeE+yRVvuzg5oVNsdIX7uaOTvjvAgL/i4OcHTxQmhAe7VOpEhGSpVdXtAPGbU+BUchw8fxqBBg+Dr6wsPDw9ER0dj+fLlgu08ePAAS5YswQsvvIA2bdrA0dERKpUKq1evrlRPp9Phm2++QceOHeHp6QlnZ2cEBwfj2WefxdWrVy3qZWVlYdq0aQgODoZGo0FwcDBeffVVZGVlCfadIAiCIAiCIAhpeOop479PnfrnkZXyrDt9u1I7ecU6nL+djU2Jd/HlnmS8/OspjF9yDEO+Oogun+3BjQd5EnpNEI8HNXqCY926dejevTu2bduG1q1bY8CAAbh69SomTpyI6eamWSvh4MGDeP755/HDDz/g7Nmz0Ol0VeowxjBy5Ei8/PLLuHDhAmJiYjBs2DA4OTnhp59+Qtu2bXHSsPlOOR4+fIjo6GgsWrQIjo6OGD58ODw9PbF48WJ06NABDyueKa0QVCoV2rdvD5UEM7XW2BKrK0SPrywfOSnbzR5QSrxy+KGUnBCrb4uc4CurlH4iB0qK1da+SG1f7rFCqA6NFeJQUqw1aaygz0/86dULCAoyLvvlF1O5cdEN4agW519Wfgn2X73P/a2UvKhJOSFWn8YK21JjT1F59OgRGjVqBK1WizVr1mDkyJEAgIyMDMTExCA5ORl79uxBz549edk7cuQIfvnlF3To0AEdOnTA559/jhUrVmDVqlUYO3asWZ2NGzdi2LBhaNSoEQ4fPoyg/90J9Xo93njjDSxcuBDdu3fHvn37jPSeeeYZrFixAiNHjsRvv/0GR8ey5WlTp07Fl19+iWeeeUbUKpTy0CkqBEEQBEEQBCGO118HFiz45++QEODaNUBd4efl+zlF2HflPraeu4u72kLczMxHblFplfbr+7hi1fOdJDva1aZkZZUta5k+HejZkx5LISqFTlERyZIlS6DVajFs2DBucgMAAgMDMXfuXADAgvJ3pSro3Lkzvv76a0ycOBEtWrSAuuLdywz79+8HALz44ovc5AYAqNVqzJgxAwBw4sQJI5309HSsXLkSTk5O+Oabb7jJDQCYN28eateujZUrVyIjI4O373Kh1+uxYcMG6PX8z+e2hS2xukL0+MrykZOy3ewBpcQrhx9KyQmx+rbICb6ySukncqCkWG3ti9T25R4rhOrQWCEOJcVak8YK+vwkjIqPqdy4ARw6ZCrHwDB74wXsTrqHi3ezq5zciKjjhe3TumPvGz2MJjeqO95K/Vi0CNi8GejdG+jRA0hIkL6OarJFY4XyqLETHJs2bQIAxMfHm7wXFxcHFxcX7Nq1C4WFhTbzQaPRWHzPsGzI19fXqHzr1q3Q6/Xo3r07AgMDTewNGTIEOp0OW7duld5hgiAIgiAIgiCqpE0bICLCuGzlSlO5xFta5PBYsWEgKT0b83dcxqdbkrD+9G3ceJCn7BMxsrKAhQv/+Xv/fuCbb6rNHeLxp8ZOcCQmJgIA2rZta/Kes7MzWrZsicLCQly+fNlmPvTt2xcA8P333yM9PZ0r1+v1mD17NgBgwoQJRjpnz54FYN7v8uUGOYIgCIIgCIIg5EWlMl3F8fvvQFGRcVmXJn7oG2H8o2Vl6Bmw82IGfjx0HdN+O4Me8xPQ6N0t+GD9eRTynyeRj++/B7Taf/5WqYAPP6w+f4jHnsfgbCHhZGdnc6eN1K9f36xM/fr1cfLkSdy8eRORkZE28aNHjx6YPn06FixYgCZNmqBbt27w9PTEqVOncPv2bbz66qvcRIeBmzdvVul3eTml4e7urghbYnWF6PGV5SMnZbvZA0qJVw4/lJITYvVtkRN8ZZXST+RASbHa2hep7cs9VgjVobFCHEqKtSaNFfT5SRjjxwPvvffP348eAVu2ACNG/FPm5uyIH55pj5zCEiSmaXHhjhZ3tYXIyC7EXW0h0rWFuJdTBJ2+8lUavx6/hYfBGoy2USxCMGr3adMAb2/g44+BW7eA0aOBli2lraOabdFYoSxq5Cajd+7cQb169QAAJSUlRvtYGHjqqaewcuVK/Prrrxg3bpzgOiZOnIjly5dXusmogYULF+Ktt95Caek/066RkZGYNWsWhg8fbiTbr18/7Ny5Ez/88AMmT55sYmvXrl3o27cv+vXrh+3bt1fpp2ETl4pcu3YNoaGhOHfuHFemUqmgUqlMntlSq9VgjBktj1OyrOHxH7GyhvrsTdZc+wiRVer1lPPa22s/sfbaC5FV6rWne0TVsnTt6R4hh6xSrz3dI6qWpWsv7tr36AHs3//PppqjRgG//y7sGpXq9EjPLsTx64/w6/GbOHUzC+Z4tmsIPohrztsuXx8kuUcUFgI//QR07w5ERCjieiqpnyg176vjHtGqVSsA4jcZtdsVHPHx8Th//rwgnZ9//hnR0dEmjWwOPjLWUlRUhGeeeQZr1qzB+++/j0mTJsHPzw8nT57E1KlTMWLECHz55Zd45ZVXTPwydBhb+l1UVIS//vqL+7tt27Zo0KABNm3axNXj6uqKfv36ITk5GRcvXuRkIyMjERISgq1bt3ITN87OzmjcuDGcnJyMJk5atmyJ0NBQ7Ny5k9vzxMHBAYMHD8atW7dw+vRpTjY8PBxhYWHYs2cP8vL+Oft72LBhuHPnjtGxuk2bNkVERAT27duH7OxsrnzQoEFITExEWloaV9a4cWO0atUKhw4dQmZmJlc+YMAA5OTk4FC5XaEaNmyIqKgoHD16FPfv/3M8V9++fVFUVMRtHgsA9erVQ/v27XHixAmjx5AMp/Ps3buXKwsKCkLHjh1x+vRpI9+6deuG27dvIyUlhSurXbs2unTpgsTERKSmpnLlXbt2haenJ7Zt28aV+fr6olu3bjh//ryRjY4dO8Lf3x+bN2/myry8vNCzZ09cunQJV69e5crbt2+PevXqGfUHd3d39OnTB1euXEFSUhJXHhUVhYYNG2LLli3ccckuLi7o378/UlJSjPK2VatWaNy4MbZv347i4mIAgKOjI5o0aQKNRmP0qFVERASaNm2KXbt2oaCgAEBZHgwdOhRpaWk4deoUJxsWFobw8HAkJCQgJyeHKx8yZAgyMjJw/PhxrqxJkyZo0aIFDhw4wK3sAoCBAwfi/PnzuHXrFlcWEhKCyMhIHD582Og45n79+iE/Px8HDx7kyho0aIC2bdvi+PHjRpv+9u7dGzqdDgnlNtiqU6cOoqOj8ffff+POnTtceY8ePeDg4IDdu3dzZYGBgejUqRPOnDlj5FvXrl2Rnp6Oa9eucWV+fn6IiYlBYmIibty4wZV37twZPj4+2LJlC1dWq1YtBAUFoaSkxMhGdHQ0AgMDja69p6cnevXqhaSkJFy5coUrl+IeMXDgQFy/fp3XPaJp06ZwcXHBmTNnOFkp7hFxcXF48OABjh07xpUJuUcEBwejTZs2vO4R9evXR7t27ay6R3Tv3h0ajQY7d+7kymx5j6hbty50Op1N7hHXrl0z+kBj6R4RFxeH1NRUXveIsLAwuLm5ib5HhIaGomXLlib3iEGDBuHRo0c4cuQIVxYSEgIXFxfcv3+f1z0iKirKpK9aukd4e3tDq9Xi7t27XLm5e0RAQAA6d+5sco+IiYmBm5sbduzYwZUJvUfExsbi4sWLSE5O5soru0dcvnzZ6FFfue8RtvocIfc9om3btti7dy9yc3O5cmvvEf7+/ujatatsnyPq1q2L9u3b87pHBAUFITo62qrPEULuEbb6HGG4R7RseQf797fhyv/6C9i+/RiKi+9xZf369YM2Jxcbdh/GoyIVHhUDpRov6DTeSLp1Dxk5JdAWA3pYPn1kYpcQRLuk46+//slPIZ8jpLpHXLhwwfzniB07gHr1gGvX4HnvntX3CEM/sfYecfPmTas+RzRv3hw7duxAUblnj2x1j+jTpw+Ki4ut+hwRHR1tck+T+3NEVd81cnJy4OnpCdEwO6Vdu3YMgKDX3r17GWOMabVarkyr1Zq1P3z4cAaAbdy4UZR/EyZMYADYqlWrLMrMnDmTAWDTpk0zee/mzZvM3d2deXh4sIcPH3LlI0aMYADYokWLzNpcv349A8BGjhwpym8DERERLCIigul0Ou6l1+sZY8yoTKfTMcYY0+v1VcqWlJSw9evXs9LSUqvtGmyVlJQI8kGn07HS0lIj3cpk9Xo9Z7d8nVLJmouDj7+WZMv7wKcthchac+2rq5/waR+p+4mQaySkT1Vlt7J+wufaV9bulnyoWGdl10hqWaX0E7HXvrr6ibX3CFu2u9B+Yov7ibl2Ly0t5d2WlvLQUrvrdDqz9xlL7V6ZXWv6ibXjg9xjidT9RKistf3EUB9fWb79hI9da/qJuXbnc+0NdZqLS6xsVe1uq34idHwoKillF6/nMSdnPQMY9xrychqb8stJ9sR/D7Pe8/eydh/tYMFvbxL1+mJ7EssvKpa0n/BpH6n7iZBrJKRPVWXX2n7Ct93L2y2fh3yuUfn+XpksH7tK6SeVtY/he6hY7HYFR/nZM6F4eXlxv4SkpaUhouIWxwA3892wYUPR9VTFihUrAJg/yaVBgwbo1KkTdu/ejZMnT6Jfv35G/pSfmS+P1H6bO+7WXJlhWRFfWansqtVq7v98fdD/b6lVed3KfDDYNle3tbLm4pDa3/Jllsr5ykpx7aujn5iTr0pWqnaXuk+J8VfotbfUxpbKKtZZmb4tZKuzn8gpK0U/qUxWin4iRd4b3uNz7W1xPynvR0WfqpKtLA8rylYlbym2quyK6SdSjA9yjyWG96TuJ2LzSEg/EWIXENdPqrIrtp+Y86M6P0dU1u626icG7ucWIfVhPtIe5eN+ThHu5xThQW4x9//7uUV4lF8MxgCnkLYouVKH092x0QVBHukWbVtCpQIa+LhhYMsgDGgZhFb1vOHoUOajLfpJ+TIheW/ODyV/3jTnL1+77H8rTcS0u1qt5mT4+Guo3xq7SuonQnOOL3Y7wWEtkZGR2L9/P06dOmUywVFSUoLz589Do9EgLCzMZj4YJiO8vLzMvm8oL7+MybDhaflldOUxlLdu3VoyPwmCIAiCIAiiJvN3aiaWHryO6w/ykfowD/nFOt667i1uI7/cBEfRLT+UZrvA0avQRLa+jyvq1nJF/VquqPe//9f73//r1XKFi5ODJPHYEsdyj1MRhNzU2AmOuLg47N+/H3/++SeeqnCG06ZNm1BYWIhBgwbBxcXFZj4EBQXh5s2bOHnyJLeZigGdTsc9MxoSEsKVDxgwAGq1GgcOHMC9e/cQEBDAvWfYM0OtVmPgwIE281ssKpUKUVFRZmfr5LQlVleIHl9ZPnJStps9oJR45fBDKTkhVt8WOcFXVin9RA6UFKutfZHavtxjhVAdGivEoaRYa9JYUVM+P+n0DPdzinA7qwB3sgqQfC8Xx64/xNGUzKqVLeDfPBOPtpWgtMCJK2tbHInxI/Ph56GBj5sTark5o76P+AkMpeSFKjMTA6dMgWrLFmDGDCA8XPo6FJITYvVprLAtNfIUFaBsVUSjRo2QnZ2NNWvWYOTIkQCAe/fuoWvXrkhOTsauXbvQu3dvI73w/yXp7t27uZNYzMHnFJVXX30VixcvRv369bF79240a9YMQNnkxrvvvot58+YhODgYycnJRie9GE54GTVqFFavXs29Z7D31FNPcY+/iMVwuorY3WsJgiAIgiAIwh44lvIQzy47gTwBqzIAwNfdGQ183RDoqUFtTw38Pcr+Nfw/4H//ujo74IUXgB9++Ee3RQvg3Lmyx04eK95/H/jkk7L/q9XAU0+VnZ4iwaMHRM3A2u+hNban+fr64scff4RarUZ8fDx69uyJ0aNHIywsDMnJyZg6darJ5AYAbrffkpISk/c6derEvQy7xc6YMYMrmzJlipH8hx9+iLCwMKSlpaF169bo1asX4uPj0axZM8ybNw+urq748ccfTY6x/c9//oPQ0FCsWbMG4eHhGDt2LFq1aoXFixcjNDQUCxculLClpEOv12PTpk0mxw3JbUusrhA9vrJ85KRsN3tAKfHK4YdSckKsvi1ygq+sUvqJHCgpVlv7IrV9uccKoTo0VohDSbHWpLHicf38pNcz/GvlKcGTG5H1vRHTxB9RDWqhdX1vtKjrjeZ1vBAe5InG/u6oV8sVPu7O0DiWfd2qsGAcFy4AiYmCqqwUReTFgwdgixeXdwrQ6SSf3FBKTojVp7HCttTYR1QAYNSoUdi/fz/mzJmDo0ePori4GM2bN8fLL7+MSZMmCbZX/iggA8nJydxxahUfd/Hz88OJEyfwxRdfYN26dTh+/DiKi4tRp04dTJgwAW+//TaaN29uYtPf3x8nTpzAzJkzsX79eqxbtw6BgYF45ZVXMHv2bPj6+gr2XS50OmGDh61sidUVosdXlo+clO1mDyglXjn8UEpOiNW3RU7wlVVKP5EDJcVqa1+kti/3WCFUh8YKcSgp1po0VjyOn59UKiDAU4PMvGJe9Ro4m6bF2TQtL/seGkd4ODnCxacrCh/9831g2pxMPPd6Dvw9nBHk7YpGfu7wdnOqxFrlVHteLFgAVfn9N9TqssdUbIBSckKsPo0VtqNGT3AAZWf5bt26lbd8ZU/0iHnax9PTE7NmzcKsWbME6fn4+GDx4sVYXH6WlCAIgiAIgiAI3qhUKvz2QmesPJ6KTWfvQs8YHNQqlOj00BaUICu/BEWl4n/tZgzIKSxFTmEpnMPSUHi0CffegW1uSGl0BKpyCxym922Gqb2bWhNS9fDgAfDll8Zl48cDNjywgSDMUeMnOAh5kXLTVmtsidUVosdXlo+cLTe7VSJKiVcOP5SSE2L1bZETfGWV0k/kQEmx2toXqe3LPVYI1aGxQhxKirUmjRWP6+cnbzcnTOnRBFN6NDH7fmGJDtqCEmgLSvAorxiZecV4kFeMe9mFuJqRi+T7ubh2PxdV/dbp3uI2sstNcOhyXVB40w+uIQ+5smWHb+D/ejURtQlktebF/PlAudUbTK2GykarNwDl5IRYfRorbIfkm4zeunULZ8+exf3796HVauHt7Y3atWujTZs2qF+/vpRVETaENhklCIIgCIIgiH8oKtVh7anb2Jt0D7ceFeBqRg5K9cK+St1dFoPiDG/ub/eWt+Af989mHNP6NMW0Ps0k81kW7t8HGjUC8vL+KXv6aeDnn6vPJ8JuUcQmo2fOnMHLL7+MRo0aISQkBMOGDcPkyZPx+uuvY/LkyRg2bBiCg4PRqFEjvPLKKzhz5owU1RJ2BmMM165dE/Uoj5S2xOoK0eMry0dOynazB5QSrxx+KCUnxOrbIif4yiqln8iBkmK1tS9S25d7rBCqQ2OFOJQUa00aK2ry56dzaVrM3HAeYR9sw7trz2HHxQxcupsteHJDrQIC22YYlZVcq4vpPZtj8bgoHH6nl+jJjWrNi/nzjSY3mFoN9sEHNqtOKTkhVp/GCtti1QRHQkICOnfujHbt2uHbb7/FnTt30LZtW4wfPx6vvPIK3nvvPbz88ssYP348oqKicOfOHXzzzTdo164dunTpgoSEBInCIOwBxhjOnz8v2c1IrC2xukL0+MrykZOy3ewBpcQrhx9KyQmx+rbICb6ySukncqCkWG3ti9T25R4rhOrQWCEOJcVak8aKmvj5qbhUjyUHUjDkq4NYfiTVopyrkwPqersgPMgT0Y180ad5AEZG1cOEzsF4s38Y/p+98w6Polr/+Hd2N70QQkLoCQQIhhJKCL1JJyJFxAIqKF696g/bvbZr13ttF1S86rUhKBG9Iii9hCq9Q+ghAUIIhABppO7uzO+PzU6yySaZmZ2ZnGXfz/PkSfbM+77zvmfOmffsycw5Xz3QC1v/PhRn3h2L3d92dNhUpEmIEYMj2uHOuBZoEeKn2NcG6xc5OcB//uNQdHHIEAjtnb/uowas9Aml+pQrtEXxGhzjx4/H6tWr0ahRIzz88MO4//770b9/f/j4+NSqU1ZWhh07diApKQnLli3D8OHDMW7cOKxYsUKpGwRBEARBEARBEIrZeiYHM77fCyXf+fa+MhxNg6WvadCiBTBxIhAUZNs6dtgwwGiUf15m+OgjoLhY/CgYjThz992ghQmIhkLxBMeBAwcwZ84cPP7445IXKvHx8cHtt9+O22+/HZ9//jm+/PJLfPTRR0pdIAiCIAiCIAiCUMyF60V4aP5eRbpeRvkLgQLAb78pUmOPq1eBzz93LJs2DUUtWjSMPwQBFyY40tPTXV6F+dlnn8Vf//pXxTYI94LjOHTt2lXRqtBq2lKqK0dPqqwUOTXrzR1gJV49/GClTyjV16JPSJVlpZ3oAUuxau2L2vb1zhVydShXKIOlWD0pV9yq4ycOHAwcIHM5DQDAdw/1lvX0hpY0SL+o9vQGjEbg1VfR1Wj0iD6hVJ9yhbaovosKcWtAu6gQBEEQBEEQ7gbPCyg2W1FcZkFRuRXF5RYUl1tRVGZBqdmKMgvv8LvUzGPrmRwcuJAr6zzdWjXC8qcGahSFG5Cdbds5paSksmzmTGD+/IbzibglaLBdVAYNGoRvvvkGeXl5Sk0QHgbP81izZg14nm9QW0p15ehJlZUip2a9uQOsxKuHH6z0CaX6WvQJqbKstBM9YClWrX1R277euUKuDuUKZbAUqyflCi3HT7lF5Xj+f0fQ8+316PjKKkS9tArtXl6Fx37cjyeTDmLWwv14cP5e3Pv1Lkz+YgfumPcn+r29CkM+2oz+721E/Lsb0PXNdYh5dQ3avbIaXd5Yh4R/bcSwf29B4rztuPu/uzDj+314fNFBPP3zYbz4Wwpe/+M4/rX6FOZuOCN7cmNg+zB8cFc3WTpao3u/+PBDx8mNiqc3PKlPKNWnXKEtil9R2bFjB3bu3InZs2cjMTER06dPR2JiIry8vNT0j7jFKC8vZ8KWUl05elJlpcipWW/uACvx6uEHK31Cqb4WfUKqLCvtRA9YilVrX9S2r3eukKtDuUIZLMXqSblC7fHTycsFePKng0jPKapxjBeAdceznWhVoerrERrSLNgX214YBm+TSxtQ1ktpKeDCCgD69YsrV4Avv3Qse+ghoF07gOc9qk8o1adcoR2KJzgWLFiApKQkbNq0CUuXLsWyZcsQEhKCqVOnYvr06RgwYICafhIEQRAEQRAEcYvA8wLGfvqnpufgICDAxwsBPkb4e5vg52WEr5cBPibH375eRviYKn/7eBnh62WEt8mAqCb+6NO2iWaTG4WFwLJlwKJFwIULwKlTAPPLI1R/esNkAv7xj4bzhyCqoHiC48EHH8SDDz6I7OxsLF68GIsWLcLBgwfx1Vdf4euvv0ZkZCQeeOABTJs2DR07dlTTZ8KNMZkUNzlVbSnVlaMnVVaKnJr15g6wEq8efrDSJ5Tqa9EnpMqy0k70gKVYtfZFbft65wq5OpQrlMFSrJ6UK5Tomq08Dlw34ejqkzBbK5f++2HXBUn6fxvVEX7eJnibDPAxGuBtMsBkAI4dOYx+feLh42U75l1xzM/LiAAfE/xMHDZuWI9x40bCYND2yQulpKcDXbo4zhXs3g3066fMni794vLl2p/e0NEPVvqEUn3KFdqh6iKjZ86cwY8//ojFixcjPT1dXJ21d+/emD59Ou655x6Eh4erdTpCQ2iRUYIgCIIgCMIZhaVmZOWVwmzlUWK2iot1ltr/tvAoLbfiZpkFn25MVXyelf83EF1aNlLRc7YQBCAmBkitUkVPPgn85z8N51O9PPss8MknlZ9NJuDMGduCowShAg22yKgzOnbsiHfeeQdnz57Fjh078Pjjj6NJkybYu3cvnn76abRq1Qp33HEHfvnlFzVPS7gJgiDg/PnzUGNOzRVbSnXl6EmVlSKnZr25A6zEq4cfrPQJpfpa9Ampsqy0Ez1gKVatfVHbvt65Qq4O5QplsBSrJ+UKu+7Gk9no9U4yRn+yDXd8ZlvA84Hv9uLRH/bj/xYfwt+XHMVrvx/DP1efdGly450JnWud3LhV+gTHAdOnO5atXm2b+JCLLvFevgz897+OZTNmOExueFKfUKpPuUJbNHteq1+/fvj888+RlZWFFStWYOrUqTCZTFi9ejWmTZum1WkJhhEEAUeOHFHtZqTUllJdOXpSZaXIqVlv7gAr8erhByt9Qqm+Fn1Cqiwr7UQPWIpVa1/Utq93rpCrQ7lCGSzF6km5wq677NAllFvV24HB39uI/7u9PR4d1BbT+rTB2FZW/PxoH0zrE1mvL7dCn5g2zfYQxB13AD//DBw7pmwNDl3iff9920qodpysveFJfUKpPuUKbdH8BRyDwQCDwQCO48T3327lCiUIgiAIgiCIW5UJ3Vtg48mrKDFbXbIT4G3E6C7N0D86DAHeRvj7mNC9VTC2bEhHQttQGAysr7SpDtHRQE4OEBLS0J7UQ1YW8NVXjmUPPwxERTWIOwRRG5pNcOzZswdJSUn45ZdfcO3aNQiCAJPJhMTERDzwwANanZYgCIIgCIIgCI0Y3qkpDr0+EjeKylFm4VFmsaLMzOOuL3fCwkv/J2ZRuRVLD17C0oOXxLKmQT54vL0WXrMN85MbgO3pjbKyys9eXsArrzScPwRRC6pOcJw9exaLFi1CUlIS0tPTxSc14uPj8cADD+C+++5DWFiYmqck3AiO4xAbGysuPttQtpTqytGTKitFTs16cwdYiVcPP1jpE0r1tegTUmVZaSd6wFKsWvuitn29c4VcHcoVymApVk/KFVV1fUwcQgO8UWq24lKeBR+sPSVrcqM2rhaWwdyoFfUJBWga76VLwNdfO5Y9/DAQWfM1Ik/qE0r1KVdoi8u7qOTk5ODnn3/GokWLsH//fgC2V1AiIyMxbdo0PPDAA4iJiVHFWUI/aBcVgiAIgiAI98Ri5VFUZkWx2WL7XW5BcXmV3xVlReVWlJRbUVRuQXGZFaWWajuiWHiUVd0lpeJ4mYVXtBBmfSS0DcXXD/RCiL+3+sYJ5Xz3HTBrVuVnLy/g7FmgTZuG84m4ZWmwXVSSkpIwbtw4tGzZEs888wz27duH4OBgPPzww9iyZQvOnTuHd999lyY3CBGe57F+/XrwvOsLU7liS6muHD2pslLk1Kw3d4CVePXwg5U+oVRfiz4hVZaVdqIHLMWqtS9q29c7V8jVoVyhDJZiZSlXrDyahUcW7MPADzah46trEPf2evR7bxNGzN2KO/+zA/d+vRsPL9iPp346hBd+O4o3V5zAR+tO4z+bz+L7Hefxy/6L+ONwFtYdz8bWMznYc+4GjlzMw6krhTh/vRhXCkqRV2xGqVmdyY0Z/aPwwpgYzJ0ah59m9cGfLwzDz4/2wd7tW6hPKEDTeB95BDhyBLjrrsrPtUxusNQn9LBFuYI9FL+iYl9Ho+q6GnfeeSd8fHxUc4649SgpKWHCllJdOXpSZaXIqVlv7gAr8erhByt9Qqm+Fn1Cqiwr7UQPWIpVa1/Utq93rpCrQ7lCGSzFqoUvFiuPkoqnJorLzEi/XoKjmfkos9jKb5ZZcLPUgsJSCwpLzfjz7DUcyshT3Q+lPDksGr2jQuHvbYKvicPuHdswbtQIBPp6wc/bCB+T0akez/Me3yfMZmD9emDRImDgQODJJ6Xrahpvt27AkiW2iY56lhyg8ZP6Op7eL+SgeIIjPj4eDz74IO69915aV4MgCIIgCILwWApKzNh0OgelZh5eRg7lVh4l5ZWvdpSYrbYJi3Jr5d9mK0rMvGNZue01EbO1+iMSJuDITkW+eRsN8PM2IsDbCD9vI8qLb6JF0yYI8DGJ5f7etr/9vIzw9TLA18sIX5MRPva/vYzwMXLYu3sHRg4bCj9vE3y9bPKBviYY69jxhOd5nPMDWoT4iTsqEs756Sfg6aeBa9dsn0+dkjfBoQtxcQ3tAUHUieIJjr1796rpB+EhqLmgjSu2XFlISG1ZqYsuehKsxKuHH6z0CaX6WvQJqbKstBM9YClWrX1R277euULJAtZqybHUTrSGpVgLzRyGz92G60XlDe2KAwtm9saA9mHwMlZOKvA8j5UrV+KOO/rInmzgeR5Xj3OIaRYkW5fGT9Jo1qxycgMADh8Gjh0DunSRps9KvDR+Ul/Hk/uFXBQvMmqxWGAyub4Ji1p2CHWhRUYJgiAIgiDqZ8fZa5j27Z6GdsOBaX3aoFPzYAT6GBHgbUKgjwkBFT+2v23lhjqevCD0x2q1bUxyqXLnXLz0EvDeew3nE0HoTYMtMtqhQwd88803sFgsivTNZjP++9//on17D9zs2kMRBAEXL16Eixv3uGxLqa4cPamyUuTUrDd3gJV49fCDlT6hVF+LPiFVlpV2ogcsxaq1L2rb1ztXyNWhXKEMlmIVBAHNTUUYGRvR0K44kLQnA6/9fgzP/nIEf/nxAO7/dg8mfL4DI+ZuRd/3NqLrm+vR7pXViHppFaJeWoU3lx/H9Ztlddqk8ZP2GI3A/fc7liUlAVLWg1Q93p07bQuCyITGT+rreHq/kIviRyfatm2Lxx57DK+//jruu+8+3H///YiPj69Th+d57NmzBz/99BP+97//IScnB8OGDVPqAuFmCIKAgwcPomXLli4/GuWKLaW6cvSkykqRU7Pe3AFW4tXDD1b6hFJ9LfqEVFlW2okesBSr1r6obV/vXCFXh3KFzW9eAHhBsP3wzv+2CgKECjmLhceGnQcx7PYQgDPAyguiHSsvVOrwjj8W3mbHarX9zQsVZTwPKw9Yed5Wbpetqlfxu/KYTcdi5ZF27hxat4nEXT1bIb/EjOtFZbhZatuOtcRs24611Mz2jgULdp6HycDh1Ttia5Wh8ZM+TJ8OfPRR5eeLF4Ft24ChQ+vWUzXejAzbCdu0AV591eaUxCfuafykvg71C3konuDYtGkTVq1ahVdeeQWffPIJPv30UwQEBKBXr16IiYlB48aNERQUhIKCAty4cQOnTp3CwYMHUVJSAkEQ0L17dyxYsABjx45VMx6CYAZBAHanX8fuc7m1CgiCgDMZBpzdcMZ2k+E4VN97raoMKm5Ezm5HSuZhq56q+j1OycSuUM0LrsLT6uXOzmM/vyAAqRkGnF5/Rr4DcKyH6vUkJyRBEHD2ggEn1p52SABV/azdB6Hi/DWvVNW6EAQBaRXncHpRnTleS1B2f4+vOVX/ALLaZ86uf96AYxL0Hfw/b0DK6lM12g/HcQ7/HRAEOMhWv+5V4SvsHl190mkd2mJwlHEWk7NYpeLs+jrpnjV8sp2bc1qu2AdBwLlzBhxaeaKiXqXp2+u2uj+V5bXI13af4RzbrChXnz04yjnIOrnxnLnI4dzGVBgMBnBO/DJwHDhOWpcRBAEnL3HI2pYu6guC7ZoIVfoOLziWCwAEnsfpDAPOrD9TEXtFeYUcKr5sVy3nBR7p5ww4uOKE6EcNu4LtnPYv6xkZBmxbchQAJ9oVKvyqtCvg0iUD1v10qNKXGnYFXLliwB+5+222qulXj726PpzY46v8bZs4qPq3TdbqbGJCcNSxHa82kVGl/pRhwtuHtilVVhkDkH2xoZ1wmfAg2gmRBbp1A7p2BVJSKsuSkuqf4FCVf/3L9vRGWhowcyYwZw5w6JDkSQ6CaEhcaqWJiYlITEzEjh078O2332LNmjXYunUrtm7d6lS+adOmmDp1Kh599FH069fPlVMTBPOsyDBg424pi/EasO5SmgoytxIGbGAiXgOSs9I1P8dG1c5hwKasc67pX5arL0fHgM0yZLdcPq+CzK2CAVuvXGhoJypQs806w4i1mWdVtbc847RCXQPWy74XGbBN1rUyYE/OpfrFYMCh61fqlUFujoxzE7ciBg7wqdgBxdtogI+XAT4mo+1vkwG5ubkIbNQIpWYeuUXlsAoC3pvUFWO6NGto14kKpk8HXnyx8vOvvwKffQb4+upw8gsXgPnzHcuGDaPJDcJtUKWlDhgwAAMGDAAAnD59GkePHsXVq1eRn5+PRo0aoWnTpoiLi0PHjh3VOB2hE7zAo6i8SJGut9EbXkYvhzKO4xATE4MSi/K9l72MXvA2eou2qv6nucRcAl6o/xFQQRDQOro1is3For7JYIKPyfl/LkotpbDyVqd6dZ0joxwQUA4O3s5lUA4Byh5Z5WCow64ZAqyK7NosO68H1+wCBjjPygIsEKBsLZ+67VohQP67o3Y4+NTyBIardr3BOVn+SAAPAcpX4OfgBQ5GJ3YFCKj7vWoldgGAR6kLdk3gaklBrtk1goOX02M8yqD0mY667GrXl+keYbNL9wibXbpHVLdr4GxP9Bg4DgZDlb8525jDyAFGAweTgYOh4rfJ4AUvozeMBgNMBg7GKj/gymDkIMoaOA4mIwejwVBhywCjoeI4V6HHAQUF+YgIawpfk4+oa5c1GgzghXJwHF95LtGu7W+jgYPRaPPfZDA4lHsbTfD39kXGhQto364tTEaDaMfCl0PgrDBxBjFOH5MBJmPtS+wJgoAzqWdwW8xt8PPycypTZimDha/Z56SMgwycoYZd+5jNzJvrXbuvtnNwHAd/L/8aNjmOg9lqRrm1Zt+QOm4L8A5wWm7hLSizKO8b/l7+Ts9r5a0otdTdNybcxeGll/wgCDb9/Hzgtz9KMXGSFX5efjBwzu4R0sepzvA1+cJoMNpO1qMHULFjpuDri5LnZkOQ+J2ger37mHxgMjjvy0q/ZwiCgHYd2tUaZ7G5WNb6FlX9tX/XcIaz7xpS21nV7xrVv8fYv2tI9bEqRoMRviZfyXal+lvVbnVqu0dIwdk9wk65tRxmqxm8wDtt41JRvIsKcWvTuXNn5BTl4IkFTyjSH9dhHBJaJjg99uGOD1FsLlZkd2jUUAyNGip+TsnMx99+PYLT2YUoNK6ElctXZNeb7wh/vrfTYzeNybBw2YrsegltEGAd5PRYkfFPmLkMRXZNQgQCrSOcHis27EO5QdnrHUahEYKsdzg9Vmo4ilJDitNj9cHBB40sU5weK+NOo8S4X5FdAAixTHNaXs5dQLFxu2K7wZa7nH4xsnDZuGlMVmw3yJIII0JqlFuRh0LTKsV2A60jYBJqLnLHoxQFpt8U2/W3DoS3EOn0WJ4pSbFdP2s8fIQYp8fyTUsUf+Hy5bvCl+/m9BjdI2zQPcIG3SNs6H2PeLBfJICKSQjY3jXiOMAATnwdycBxGBU9BvEtEmA0cI4TGRwwZ9dHir/EVR9HVOXzvZ8jp1jZEzC9W/RGYsdEp8cWHF6A83nnFdmNDY/F1M5TnR773/H/4UTOCUV2o0KiMKP7DKfHVp1ZhX1Z+xTZDfcPx5MJTzo9tuX8Fmw5v0WRXX8vf7ww4AWnx/Ze2ovVqasV2QWAN4e+6bT8+NXj+PXEr4rt/r3/351OnpzPO48FhxfUq7/wuYdw/lBb8XOngSdxzzu/4IneT6BpQNMa8leLruKLfV8o9ndG9xmIComyfRAEYO1a4I03YO7TG/+8K1yx3btj70bnpp2dHntzy5uK7er1XaMqdI+wofU94osZXyA8IFz/XVQIQi48z2PTpk2qrNrL8zyWrdmIqV/twunsQhW8IwiCIAhCS8Z0aYbQAB+EBngjxN8bjfy90MjPC8G+Xgj0rdzG1M/biCBf27FAHxP8vU3w9TLCu8rTCefPn2diFwBBEHDu3DlJT5AqxT5+4qVspVEPrvhr15Vb73L8l3oOKTaV+ssK3UYcdfh8ZndHlBQ4/883YKsT1eLlOGDsWGDPHpT/821ZqnrUuyAI2L9/v6p9wpVdVOTqy+3T1C/kQS9TEbpSWFgINFHHVl7hTZRbnT8yThAEQRAEG3AVT2BsOJGN5JNXK57esC8YW/lKif1JDY4D1u4/hCbeZeLrGFVfGTldlInCm+U4efOK7bUTIwcjZ4DRyDm8duL4t+01jjCvfARxN+BtNFasTWGAt8m2RkWZxQqeF2AwyHsypKxM+WsMUiksVO+fOa74q1S3sLAQQQhS9RxS6kSPa6MVtw0+gVWfJMJqtn1d4y1GHN8SCwyvXUf1eDlO0cIfetR7UZGy11uc4aq/SvTl9mnqF9KhCQ7CbQn1Af47rQce/fFgQ7tCEARBEEQt2HdbqfgkSafEWoQrQoHTY/mmmxDAIbtE/pf+dQdPwJd3PvwtNJ6ElctHgI8J47u1QLNGeqzoSBDO8Q0sQ0z/0zixtfL1jpTkbsA7DegUQbgBtAYH4ZTOnTuDF3jsP6zsvWdni4zyPI8VK1Zg+Jjhivddti/8Y7c1fvx4GAy2x1WlLjLK8zxWr16NcePGibpSFhl1plffOcbfMR7+3v5OZUotpTBbzPXadHbehlz4RwnVFwerSvXFweTUM6Dd4mC+Rl+sXLnSoY0B0hYHq4uqi4NVbcfgbG1YKd4Gb6xetbqGv4IgSHoPtbZ6r2txsMLSQtl9wi7r7B5h52bZTaxatUp2vwAgaXEw+xadAiq3qbRvo1n1s22rUKDUYsWSA5excEcmvEwGmAy2//p6GTl4GQ0wGMwwGQWEBvggtnmQuOWmuF1mxdabPF+xVWeFP4IAcJwRJoO3+BniMQEWvgxWwbbA8YULGWgT2abyePXfQuUnQQAMMMLI+VTICFVkADNfblsIU6g8Vu2X+Oiqo33b7+zL19GyRUsI1fbitQjl4AWLg2z181e3V3liDiaDL3hBQHZ2NppGRNi2LwZg5S2wCubKr8XVhi1Oz1NlC9i83CI0aRLmEI/t+lhgRbnDtqh2GftWrnm5+QgOaVR5ripbrFZff8Ouk1+YB/8Ab4Cr3KoVdZyjqKQEfr6V911O8IYAg237Vb5yS9XS8lJwRl7cktW+PavUUdytuMioMrvSFiIeFRuBT+/tUa89+73ozjvuhJ+38/xZ3wKCdWE0GOFt8K4x5lFqV8r4pLZxhJT87GwcYc91o8eNhlWo29/azlF9HFE1f1oFq9NFRqWOJ1hcZNTOyuVG3Hu3473mbBqP6HY147FYLfjtj98kj5+qIy4yWg2p4wg71etdi0VGeZ7H+rXrMenOSU5jlbPIaHV/5S4yKrWdVf2uUf17TH19ua5zVP1OIMWuVH8b8rtGfPd4GDiD4jU4aIKDcErnzrbZYqUNyxm2LxUCuIpHUhvKllJdOXpSZaXIqVlv7gAr8erhByt9Qqm+Fn1Cqqwce8sOZeLZX47UHQxBEEQV/jWpK+7v06ZeOU/KFTR+0p/ycqB5c+DGjcqyd98F/vGPmrIuxfvvfwPduwPDhwMNPB7R+xysj5/kyN8q/cLV76Ee/4rKzp078e6772L37t0oLy9HbGwsnnzySTz00EOy7Fy7dg2///479u7di7179+LYsWOwWq1YvHgx7r333lr1rFYrvvrqKyxcuBAnTpxAWVkZmjdvjuHDh+Pll19Ghw4dauhERUXhwoULtdo8efIkOnXqJMt/vcjOzkazZurss+6KLbtublE5Pk4+g98PXXIqV332T6j2bm5ds4MCL4Cr7T3eKoriVkhczWPVZeyHarsdOfOnDrOVehXznM5udLXNgXIV/51USl2+8hU3Xqd6gv38tdh1YtguW5e79v/+Vt320Z4AhFpqj0Ptx6T4a/8PbvVYOa4+X6v6UNWeUOfAxP4f8dp9FSrjr26mFkUBgkOd1SZjs297v97ZMbnYnz7gquy8UPWYHQtPc/gE4al4GTn4mGyLk3obDfDxsv22rblhQICPCf7eRpy4XICLN0rQvXUIJnZvgeG3RaB1qPOnG5yh5thGj3OoMX7SUk+qrBQ5Pa6Nlnh7A1OnAv/9b2XZokXAK684T/eK4k1PB156CbBagYEDgTffBG6/3aWJDk/qE0r15epQv5COR09wLFu2DHfffTd4nsfgwYMRFhaGjRs3YsaMGThy5Ajmzp0r2db27dvx6KOPyjq/IAiYPHkyli9fjoCAAAwaNAiBgYE4dOgQvv/+e/z666/YvHkz4uPjnerXNgnTqFEjp+UNjSAI2Lt3L8aPH6/KbKtSW1V1Z/98CH+mXnPJF3WQsoqydiu0Ew2Nml/CXbWlRF+OjtoTDjSBQRC3Ct5G26tf3iYDvIy2H/vkhJeJE8u8jBxyr+WgVYvm4nG7TiM/L0QE+6BJoI+4yKiB42Bwst2s0WD7D2b1rWiLy61IzS6s0OFgrFj4tNIWxHJAwLadezFu3Fh4mYw2Oa7ynGrA4vhJ7hMcUvWkykqRU7PeGpLp0x0nOE6dAg4cAKp/PVAc77vv2iY3AGD7dmD8eODiRaCJsl0B9Kh3VvqEUn25OtQv5OGxExy5ubmYOXMmrFYrfvvtN0yePBmAbUZr4MCB+PjjjzF+/HgMGzZMkr2IiAg88cQT6N27N3r37o0PPvgAP/74Y506K1aswPLly9G2bVvs3LlTnEnjeR5/+9vf8PHHH+P555/H1q1bneovWLBAesCEU/KKla0pQRAEQRCEupRbeZRbgaJyKetKGHAiL1tzn6Rhwov7Njg9UnUixVBt8sNhksW+i4x9UsXAiZMlHAcUFRrx3cWd8DIaYDLYJntMRtvuMF5GDiajAV4V5f4+RgT5mBDoa0KQr23Cp0WIHyJDA+BjujW/0NzK9O8PREUB589XliUl1ZzgUERaGvDDD45lTzyheHKDIFhA8QRHRkaGSydu06b+9xq15Ntvv0V+fj4mTJggTm4AtomKDz/8EJMnT8bcuXMlT3D069cP/fr1Ez9LWdxn27ZtAIDHHnvM4TEhg8GA1157DR9//DH27dsnNSRCAXOmxuHxRQeQnqPeVlMEQRAEQRAAwAsAbxXg+tNmHC4V57vsz4z+kah/6VSCJTjO9hTHu+9Wli1eDHz0EWBy9V/V77xT+fQGAPj7A3//u4tGCaJhUdwtoqKiFD/WwnEcLBZlK6+qxcqVKwEAU6ZMqXEsMTERvr6+SE5ORmlpKXwV7P8sBR8f57t2AJVrIYSGhmpy7oaA4zi0b99elcehXLFVVbdjRBA2PT9Ukp4gCDhx4gRiY2MlPWIpRVaKnJzz3gqwEq8efqh5DldtKdHXok9IlWWlnegBS7Fq7Yva9qvbE3cxqbKribijSbXdZnhewMmTJxHTqZP4LnpVeVTTEWB7AvP06TPo0LGjwwJIVc9hl7WfIzX1DNq37wBUrOljP7+Df7yA1LSziG4XXbEuUDV7Fev5nE1LQ2RU24odgmxlvABYeUH8mxcEWCsWmeP5yt1+bL8FUc/KV5bXaoev3HVItFGhJ55DEGDla9rk6zlmt23lBQff7J8LC2/Czz+gxjGhIr7K2KrYssvylf6L8Vbx3ZmOC0tOMcWCnRewACb8J+1PvDG+MwZ2CJOsq3TsJUdPqqwUOTXHnQ3NtGmOExzZ2UByMjBmTGWZ7HjPnrUt6FGVJ58EIiJc8lWPemflO4VSfbk61C/koXgXlaFDh7pUMZs3b1asqwaNGzdGXl4ejh8/jtjY2BrHe/fujf379+Pw4cOIi4uTbX/GjBlYuHBhnYuMbtmyBcOGDUO7du2wY8cOh1dUnn/+eXzyySd45ZVX8M9//tNBz77I6Icffoi0tDT4+Pigc+fOmDRpEsLDw2X76gwtdlEhCIIgCIJwR4RqEywOEy68gBKz1fZTLvG32YrSciuKq36uOF5cXvF3xY+Wkysr/28gurRkc+02wpHevYH9+ys/T58O1PM2fN089JDj6yn+/rb3YFT6LkEQSmmwXVS2bNmiVLXBKSgoQF5eHgCgVatWTmVatWqF/fv3IyMjQ9EEhxSGDh2K5557DnPnzkX79u0xaNAgBAUF4eDBg7h06RKefvppvPXWW7Xqv/DCCw6fn332WcybNw+PPPKIJv66Cs/z+PPPPzFo0CBF+3OrZUuprhw9qbJS5NSsN3eAlXj18IOVPqFUX4s+IVWWlXaiByzFqrUvatvXO1fI1bHLDxw4EBxnsD0pAIhPDIhfoq1W7Ni5C3379gUq5PiKR0HEJw6sPPbs3Yv43r0BcA5PY/AVT3vYn1yw2648V8WTC3ylbPUnM1Dts2i3ylMXol2hZgz28wnVnpQAqtu1+SFUKRcc7NvqLSMzEy1atKx8msXhSRQAqPoURxUbgGMMvO0pDYuVh4UXYLEKsPA8zBW/bZ9tx+1lVl6w/W3lYbbyKLe67+Md2QWlkic4aPzUsEyf7jjBsXQp8OWXQGCg7bOseFNTaz698dRTqkxu0PhJfR3qF/LwyEVGb968Kf7t7+98G7CAgIAaslowZ84ctGrVCi+88ALWrl0rlsfFxWHo0KEwOXm57s4778SwYcPQq1cvhIeHIz09HfPnz8enn36KWbNmoUmTJpg4caKk89tnyKqTlpaG6Oho8Hzlzh32/ZKrlgG2NUPseyrXJcvzPPLy8ioGFK7bzcvLE3Wk+gDYBjlVdeuStT+lZPfZrmcwGFSRdRaHFH9rk63qg5S6lCPryrWXI6t2O6mvftRuJ9V9U6tN1We3rnYi5drXVe+1+VD9nPVdIzVlWWknSq+9HFk124mr9wgt611JO1H7flK93rOv5+HDtafw323nIIs1a2TKr61fBgCSN9YvU8vC5Lck5843tAdMU3V7XB+TAWargJzCMgBAh6aBGNu1OYZ0CHPpnl+XrL3c3g/tf6shW7Vv1yWr5v2ktpj1yiVTpwLPP8/BarXJFhcDS5fymD69Ut7ZuMWp3XfeAarICQEBwPPPA9Xqoa76qc1fpe2krvpxpU1JsetKOwGk1XtVu1XzupRrX7W9V/ehqqwUu1L9re6DFFktvmsowW0nOKZMmYJjx47J0vnhhx+QkJDg9EJXR+GbO7IoKyvDgw8+iN9++w3/+Mc/MHPmTDRp0gT79+/H7NmzMWnSJHz22Wd46qmnHPTmzZvn8Llz586YM2cOYmJi8Nhjj+HFF1+UPMFRn38rVqwQP/fs2ROtW7fGypUrxfrx8/PDqFGjcPbsWZw4cUKUjYuLQ1RUFNasWSOut+Lt7Q0AOH/+vMO169KlC6Kjo7FhwwaUlpYCAIxGI+644w5cvHgRhw4dEmU7deqEmJgY8QmiVatWAQAmTJiArKws7K8ytd2hQwfExsZi69atKCgoEMvHjh3roAsA7dq1Q9euXbFjxw7cuHFDLB8zZgwKCwuxY8cOsSwlJQU9evTA7t27kZOTI5aPHDkSZWVl4uKxAHD48GHEx8dj3759uHLlilhuX7zW/qrWqlWr0KxZM/Tp0weHDh1CZmamKDto0KAa/oaHh6N///44evQoLly4IJYPGDAAQUFBDpNloaGhGDRoEI4dO4b09HSxvE+fPggLC3OwGxwcjGHDhuHkyZNITU0Vy+Pj49GyZUuH9hAQEIARI0bgzJkzOHXqlFjeo0cPtGnTBqtXr4a1YuEqX19fjB49Gunp6Q7XvmvXrmjXrh3WrVuH8vJyABAn9TIyMnD06FFRNjY2Fh06dEBycjJKSkoA2G6Gd955JzIzM3Hw4EFRNiYmBp06dcKWLVtQWFgolo8fPx7Z2dnYu3evWNa+fXt07twZf/75p5gsAdu1r17vUVFRiIuLw86dO3H9+nWxfNSoUSguLsb27dvFstatW6Nnz57Yu3cvsrMrV/ofPnw4rFarw1NwBw8eREJCAg4cOICsrCyxfOjQoTAajdi4sfJLTUREBPr27YvDhw/j4sWLYvmAAQNq+NukSRMMHDgQR48exfkqy6/369cPjRs3xurVq8Uy+/bSJ0+eRFpamliekJCAiIgIh2sfFBSE22+/HWfOnHE4Z133CLtNu2xt94ixY8eKvtpla7tHAEBmZiYOHz4s+ma/R2zatAlFRZWLB8u5RyQmJuLatWvYs2ePWCbnHhEZGYnu3btLuke0atUKvXr1qvceAQD79+9H3759a9wjBg8eDB8fH2zYULmLg5b3CAA4deoUzp49K5ardY84d842kWA/Z233iMTERFy4cAFHjhwR7dZ2jwCAS5cuOeQSqfeIvTkclpyTOblBEACMnACTAQjw9YaXgQNvLoPJAJg4INDPB01CglFUmA/BXAajAfAyAO0iW8MIAVeyMuFlEGDigPDQEES3jcTxlCPw4gBThWzvXj3gbeRw9NABsaxFRFP0TYjHiZQjuJJ1CfZdap3dI8LCTBgwoCMOHz4s+R5hf1zc3j/ljCPsSLlH2JEyjjh//jyio6Od3iPsGyLY/dN7HDFu3Djk5uZi165dYpmr44i4uL44eLByjYxPP81Bo0a70aJFC/Tq1cshXsD5OCKytBTdk5Ic6vrs6NEINRrhX1qK9evXi+VyxhEhISEYMmQITp486eBHXeOI06dP4/Tp02K5nO8adpyNI86dO4eUlBRRpq7vGvZ8avdX7jiiU6dONepd6jhi1apVssYRJSUlMJvN9Y4jVq1a5XQc0axZM/Tu3buGv3qPI+r7rlFYWIigoCAoRfEaHHVx/PhxpKamorCwsNaJggcffNClc8THx+PAgQOydDZv3oyhQ4eioKBAHMzn5+eLA7aqTJo0Cb///juWL1+O8ePHy/ZPyhocb775Jt566y0888wz+Pjjjx2OXbx4Ebfddhs4jsOFCxckLTbK8zyaN2+Oq1evIj09HW3btpXttx37kx1Vbw5q/Cdt1apVuOOOOxzWb1Fi12KxYNWqVUhMTITBYJD9BMfKlStF3bpkq/83z35Ok8mkiqzVaq0RhxR/7fXT0LOqWj3BoVY7cfUJDiXtpLpvarWp+uzW1U6k/me+tnqvzQer1epwzrqukdqyrLQTvZ7gUKudqPEEh1b1LredaHE/qV7vHyxajW9OGUF4Nj4m2xMQPl5GhycifCqekLiZdx1RrVrAz9sEPy8D/LyNMBlsW70aDZXbwhortoU1cLZtXTlAlDPY5bnK7WONBq7iuAH79u5B/3594GU0wmSs2CbWYICBq7BhtMn6+3ihka8JRoPz+7gr9xNn/bM22er/bV+1apXT8bRS2ap922g06nI/qa1+9MwlSUnAgw9WzfECMjMFcV3QFStW1Bi31PDhgQfA/fST+FkICICQng6u4vUUV8eQSttJXfXjSpuqz66r7UQQBGn1Xu0JDns/tP/Dpr4nOOzt3e6HM1kpdgFp7aS6D1XjqE1Wre8aXbt2BaB8DQ5VJziSk5PxxBNPOPz3rzqCIIDjOHFGtqEICQlBfn5+gy4yGh0djfT0dGzfvl3872tVRowYgY0bN2LdunUYNWqUpPP2798fu3btwo4dO9C/f3/ZftvRYpFRQRBgsVhgMpkcBpp621KqK0dPqqwUOTXrzR1gJV49/GClTyjV16JPSJVlpZ3oAUuxau2L2vbVyBXHL9/E3ORUGDjAUDGYrT5wEgTYyioGbBzHARxXY1BXKVtRLlQM/DgO1UWr7qhi94fjuIrzOMpx4g4sAlCx/oYA21oTEP+uXMNCEATRD8fPlXL2NTvgoFu5jkbVz/Y1M1C1zG6n2nl47R+QJaowo38U/jY6BoE+tqcjafzk3hQV2TY5KSoCune3rcvxyCNASIjEeE+dAjp3dng9BS+9BLz3nmo+0vhJfR1P6xcNtshodfbv34/ExERwHIf7778fKSkpSElJwUsvvYS0tDQkJycjNzcXM2fORJs2bdQ6rWLi4uKwbds2HDx4sMYEh9lsxrFjx+Dj44OYmBjNfLA/EuXsCZKq5VUfh66P3NxcAECgfcUhxsjNzVVtpxdXbCnVlaMnVVaKnJr15g6wEq8efrDSJ5Tqa9EnpMqy0k70gKVYtfZFbfuu5oq41uH44eEESfKCICAnJwfh4eGSB61S5KXIyT13Q2Of7BB/V9nytuokCc/btmy18ratXPOKzXhk4T5k5ZU2dAhuwYKd57Fg53mMj2sBLwMHk5GDubwMwQH+8DYZ4GW0/dj+5io/Gw3wMnHwNhpt5SYDrFYe1tIijIhrC6NRXhuj8ZM6BAQA331nm6Po0qXm8Xrjrbb2BgIDbWtvqAyNn9TXoX4hHdUmON577z1YLBasXbsWI0eOxMyZM5GSkiJucZqXl4fHHnsMK1eudHh3qaFITEzEtm3bsGTJEkyvujoPgJUrV6K0tBTjxo2Dr6+vZj40a9YMGRkZ2L9/v/gojh2r1Sq+LxwVFSXJ3vHjx3H69Gn4+/uL74OxhCAI2LVrF8aPH6/KbKtSW0p15ehJlZUip2a9uQOsxKuHH6z0CaX6WvQJqbKstBM9YClWrX1R277euUKujifnCo6zvbIByPO1eSM/bH9hGJYvX4GRY8ahrMrOJharbSLEUnVShK9ynK96nK8hb6nY8tVSRce+LayVr9itxqHMJpeamoaodu0gCBAnYvgqkzI8L8AqQCyzVNG38gK2n72mSR1XZcWRrPqFJNJlexaWPTkAXkZpOzDQ+Eld7rnHeXm98Z46BSxe7Fg2ezYQFqaqfzR+Ul+H+oU8VJvg2LlzJ3r06IGRI0c6PR4SEoIffvgBUVFRePXVV7Fw4UK1Tq2IWbNm4Z///Cf++OMPLF26FJMnTwYAXL16Vdx+9bnnnquhZ5842LhxI1q2bOmSDxMnTsS8efPw+uuvY8CAAejYsSMA2+TGyy+/jPPnzyMyMhLx8fGizrp16xAWFiYuJGTn6NGjuPfeeyEIAmbNmiUu6EkQBEEQBHGrwXGAn7cRAQ28zSHP81hhTsX4xNsUb7n41dY0vLem5iKbrHIsqwBnr97Ebc2dP4FMMMrbb8PhvbegIMDJdx2CcHdUm+C4ceMGhgwZIn62f8EuKioSt1z18fHBoEGDHFZobShCQ0Mxf/58TJ06FVOmTMGQIUMQFhaG5ORk5OXlYfbs2Rg+fHgNPftKv2azucaxvn37in/b1yF57bXX8MknnwCwrQz8xRdfiDKvv/461q1bh9OnT6Nbt27o378/QkNDcejQIaSnp8PPzw/z58932Cp2165deOuttxAZGYno6GiEh4fj3LlzOHjwICwWC4YMGYL3VHyPjiAIgiAIgtCOx4ZE4y+D29meHLEKMFc8XWKx8jDzAsrNFmzYuAkDBw8FLwBmKw8LL8BssR23WHmYK55ksVgF8XjVcrO1wrbViu1HUnH4hvKJoS4tgxHs54WbZRYEeBtv2f8C31KcPAn8/LNj2ezZQJMmDeMPQWiIahMc4eHhDtvs2d/rSU9Pd3j9oqSkBPn5+Wqd1iXuuusubNu2De+++y52796N8vJy3HbbbXjyyScxc+ZM2faqbgVk5+zZs+JWetVfd2nSpAn27duHOXPmYNmyZdi7dy/Ky8vRvHlzPPTQQ3jxxRdx2223OeiMHj0aFy9exL59+3DkyBFxF5iBAwdi2rRpmDlzprhqLmtwHIeoqChVEqErtpTqytGTKitFTs16cwdYiVcPP1jpE0r1tegTUmVZaSd6wFKsWvuitn29c4VcHcoVymApVrV84TiuYg0MwA+O4zhBENDntijc1jxYlcfxh4aX4oXNeUjPKapfwQnHLhVgwPubAAAGDgjy9UKwnwnBvl4I8rX9DvbzQqCPCUG+JgT6mJBvCQN39DKCfL0QWFFW9bjJWLmbA/UJZdQZb/WnN4KDNXt6g8ZP6utQv5CHaruoDB06FJcvXxafcFi+fDkmTpyIJ554Av/5z38A2L7sx8XFoV27dg7bjxLsocUuKgRBEARBEETDU27hsf1sDjJzS1BcbsX7DfyKjJ+XEYG+JgT5mGy/xUkQL4T4e6GxvxcaB3ijsb/tJyzQG23DAsSJEU9GEIAjR4D0dKDijXtHjh8HunZ1nOB49VXbgqMEwSCufg9V7a4wbtw4pKam4tixYwCAMWPGIDIyEl9++SX69OmDu+66C71790ZpaSkeeeQRtU5LuBE8z2P79u019lPW25ZSXTl6UmWlyKlZb+4AK/Hq4QcrfUKpvhZ9QqosK+1ED1iKVWtf1Lavd66Qq0O5QhksxequucJkAG7vFIEH+0Xh8SHROPfeOMyfEY/HBrfDlF6tkNi1OYbFhKNP21B0bdkI0eEBaN7IF4FeHLxl7qAihRKzFTmFZUi/VoSjmfnYcfY61h3Pxm8HM/Hd9nP49/oz+MeyY3gi6SDu+2Y3Rn68DQP/tQ6Xcmt/CoWldqIF168DH3xgm7vo0QN49FEBmzfvqBnvO+/o9vQG4L59gtXxkxx5yhU2VHtF5cEHH0SjRo3Ex128vb2xfPlyTJ06Ffv27cO+fftgMBgwa9YsPP3002qdlnAzrl+/zoQtpbpy9KTKSpFTs97cAVbi1cMPVvqEUn0t+oRUWVbaiR6wFKvWvqhtX+9cIVeHcoUyWIr1VsgVHMfh9k4RuL1TRK16PM9jxYoVGD9+PCw8UFhqRmGpBQWlZhSU2H4XOvxtwc0yCwpLzTiXeRl+QY1xs8xWdrPUgqJyq0txXCni8WfqNdybECAr1luFggLgpZcqP9+4wSE52YQqSyLant743/8cFZ9+GmjcWFPfboU+obU+5QrtUG2Co1mzZnjsscccyrp27YqTJ0/i1KlTyM3NRfv27W/pPXcJgiAIgiAI4lbH22RAk0AfNAn0qVe2cmKkv8NOM1ZeQFG5BQUlZnyanIpfD2TK8iHCT8DgDp77vaJtW2DgQGD79sqyLVtaOQpVX3ujUSPg2Wf1cZAgGgjVJjjqwr61KkEQBEEQBEEQhNHAIdjXCx+tPS17ciMs0BtNTKX4YN1pBPmaEOBjQqC3CVZBQP/oMCS0DdXIa7aYPr1ygqNNGwGRkQUAmtsKjh0Dfv3VUUGHpzcIoqFRbZFR4tZCi0VGBUFAaWkpfH19VVkFXKktpbpy9KTKSpFTs97cAVbi1cMPVvqEUn0t+oRUWVbaiR6wFKvWvqhtX+9cIVeHcoUyWIrVk3KFVuOne77ahT3nbsjypT7+Me42zBrUlpl2ohU3btheU5k+HRgwQEB5eZV4p051nOBo1Ag4fx4ICdHUJ0/qE0r1KVfUjavfQxU/wfH222+D4zg8+eSTCA0Nxdtvvy1Zl+M4vPbaa0pPTbgxxcXFNbbLbQhbSnXl6EmVlSKnZr25A6zEq4cfrPQJpfpa9Ampsqy0Ez1gKVatfVHbvt65Qq4O5QplsBSrJ+UKLcZPr90Rixd/O4rjWQWKfHLG0Uv59Z73ViA0FPj6a9vfglAl3pSUmk9vPPus5pMbdjypTyjVp1yhHYp3UXnzzTfx5ptv4tq1a+Lnt956Syyv74fwPARBwPbt26HGQ0Ou2FKqK0dPqqwUOTXrzR1gJV49/GClTyjV16JPSJVlpZ3oAUuxau2L2vb1zhVydShXKIOlWD0pV2g1furSshFWzR6E8+8nIv1fY/FpPwvS/zUWp98dg4OvjcSfLwzDmqcH4dfH++H7mb0RExFU5/niWofg6eEdmGoneuAQb0SEbacU+5fYkBDgmWf098MNzsH6+EmOPOUKG4qf4Pj+++8BAM2bN3f4TBAEQRAEQRAE4Qo+JiN8TEaEBng7lHdoGohp3+zBhRvFTvVeHtsJ7ZsG3tLbYNZL06bAnDnA3/8OfPgh0Ly57RUVgvAAFE9wPPTQQ3V+JgiCIAiCIAiCUIPconKcv16Eq4VleKBfG7y76pRTuXu/3o3z7yfq7B2jNGsGzJ3b0F4QhK6ototKRkYGAgMDERpa96rFubm5KCwsRJs2bdQ6NeFGtG7dmglbSnXl6EmVlSKnZr25A6zEq4cfrPQJpfpa9Ampsqy0Ez1gKVatfVHbvt65Qq4O5QplsBSrJ+UKvcdPa1Iu45s/03EwI0+yvo+p8g18ltqJHtjjzcgATCagRYuG9cNdzsH6+EmOPOUKFXdRMRqNmDFjBr777rs65R599FF8//33sFgsapyW0AgtdlEhCIIgCIIgCCn8cfgSnv75sCydDk0D8eX0nmjftO51Om5F8vKAJUuAH38Etm2rfDuFINwNV7+HKl5ktDqCIMhaKIXwPHiex+7du1V5J9IVW0p15ehJlZUip2a9uQOsxKuHH6z0CaX6WvQJqbKstBM9YClWrX1R277euUKuDuUKZbAUqyflCr3HT1fyS2X7mHr1Jib8ZweG/XsL7v7vTtz72Qa8+ccx/HdrGlYdvYysvBLZNt2F998X8OijtskNAPjpJ8Bq1d8PT+oTSvUpV2iLaq+oSOXatWvw8/PT+7QEI2RnZzNhS6muHD2pslLk1Kw3d4CVePXwg5U+oVRfiz4hVZaVdqIHLMWqtS9q29c7V8jVoVyhDJZi9aRcoef46YF+kTh5uQDrT2SjuFz6N/WicivOXSvCuWtFAIDdly44HO/SMhj/ua8nosICJNt0B+6/X8AHH3Di50uXgC1bgOHD9ffFk/qEUn3KFdrh0gTHNvsUYQVXrlypUWbHYrHg9OnTWLt2Lbp06eLKaQmCIAiCIAiCuIXx9zbhk3t7AAB4XkBeiRlX8kuRcaMIZ6/exJ+HTsG3cQRyCsuQc7MM12+WgZfwkPixSwV4Z+UJfDejt8YR6EuXLkBUVD7On6/cLSUpqWEmOAiiIXFpgmPo0KHguMqZwnXr1mHdunW1yguCAI7j8Pzzz7tyWoIgCIIgCIIgPASDgUNogDdCA7wR2yIYPM+jdeEJjB8fD4PB9sa9xcrjRlE5rhaWIaewDNkFJfhz3xGkljfCmeybDvZah/o3RBiaM3ToRSxYUDnBsWQJ8PnnAD08T3gSLi0yOmPGDHGCY+HChWjfvj0GDBjgVNbb2xstWrTA+PHj0bNnT6WnJHRCi0VGBUFAUVERAgICHCbG9LalVFeOnlRZKXJq1ps7wEq8evjBSp9Qqq9Fn5Aqy0o70QOWYtXaF7Xt650r5OpQrlAGS7F6Uq5w1/FTntmAgR9sdjjWMsQP0U0D0S4sAG0rfqKbBqJFI98Gb1NKEQQBqanF6NTJH4JQGcPPPwP33KOvH57SJ5TqU66oG1e/h7r0BMeCBQvEvxcuXIiBAwdi/vz5rpgkbnGsKq525Iotpbpy9KTKSpFTs97cAVbi1cMPVvqEUn0t+oRUWVbaiR6wFKvWvqhtX+9cIVeHcoUyWIrVk3KFO46fwgJ9a5RfyivBpbwSbDuT41De2N8LvSJD0a1VI3RuEYzYFsFoFuw+kx4RERYMHw4kJ1eWJSXpO8EBeFafUKpPuUI7VNtFhed5mtwg6kQQBGzZskWVXXRcsaVUV46eVFkpcmrWmzvASrx6+MFKn1Cqr0WfkCrLSjvRA5Zi1doXte3rnSvk6lCuUAZLsXpSrnDX8ZO30YCfZvVBOwmLiuYWm5F8MhtzN5zBIwv3o997mzD1q10os7D/hdAe7/33O9bJmjXAtWv6++EJfUKpPuUKbVFtgoMgCIIgCIIgCII1+kU3wf8e74ef/9IXTw6LRvumgZJ1953PxcaTVzX0Tl0mTQJ8qzy0YrEA//tfw/lDEHqj6jaxZWVlWLx4MbZt24bLly+jrKzMqRzHcdi4caOapyYIgiAIgiAIwgPJKy5HWk4RbhSV4/rNMlwvKse1m2U4mmrAD//dhbM5RcgvMSuyHR7kg64tG9UvyAjBwcCECcAvv1SWJSUBTzzRcD4RhJ6oNsFx6dIlDB8+HKmpqfU+8uIu77ER6tOiRQsmbCnVlaMnVVaKnJr15g6wEq8efrDSJ5Tqa9EnpMqy0k70gKVYtfZFbft65wq5OpQrlMFSrJ6UK1gcPyXtuYA3lx+H2ers+4cBQJ7kc3Mc0DYsAO3CAtCqsT96tAnB0JimaOTnJdlGQ2Kvk+nTHSc4du4E0tKA6Gh9/XCXc7A+fpIjT7nCxV1UqnL//ffj559/Rv/+/fH888+jY8eOCAys/fGvyMhINU5LaIQWu6gQBEEQBEEQhJqM/2w7Ui7ly9aLDg9A27BARDbxr/ixTWy0DPGDweDe/4w1m4EWLRzX3nj7beC11xrOJ4KQiqvfQ1Vbg2PdunVo06YNkpOTMWnSJHTu3BmRkZG1/hCeB8/z2LdvH3ieb1BbSnXl6EmVlSKnZr25A6zEq4cfrPQJpfpa9Ampsqy0Ez1gKVatfVHbvt65Qq4O5QplsBSrJ+UKVsdPD/RT9r0iLacIySez8d32c3j9j+N4aP5eDPpwM9q9shpd31iH/u9txJ3/2Y6nfz6EN5cfx//2X8TNMouic+lB1Trx8gLuvdfx+I8/AnqsK+lJfUKpPuUKbVFtgqOsrAy9e/eGr2/NrZgIwk5WVhYTtpTqytGTKitFTs16cwdYiVcPP1jpE0r1tegTUmVZaSd6wFKsWvuitn29c4VcHcoVymApVk/KFSyOn6bGt8bRN0dh1eyBshYPrYvCMguy8ktxNDMffxzOwoKd5/HCkqPo8sY6vPp7CpYezESpmb2dVarW3bRpjsdSU4F9+/T3wx3Owfr4SY485QoV1+Do2rUrMjMz1TJHEARBEARBEARRL8G+XujcohGSnxuC7IJSXMorQX5xObbs2IMOsd1QWGZFYakZBaVmFJZaUFBiRkGpxVZWYvtdVC5twmLR7gws2p2BJQcy8dOjfTWOTDl9+tjW3EhLqyxbtAhISGg4nwhCD1Sb4HjxxRcxZcoUbN26FUOGDFHLLEEQBEEQBEEQhCQign0REewLnudRcFrA+D5tYDDU/9C6xcrjZpkFBSUWFJSaUVBixuOLDqCg1PlrKTvTrmPFkSyM6dIMXkbVHopXDY6zLTb61luVZT//DMyZA3i5x5qpBKEI1RYZzcjIwOeff44vv/wSzz33HEaOHIlWrVrVumNKmzZt1DgtoRFaLDIqCAIKCgoQHBzs8k46rthSqitHT6qsFDk1680dYCVePfxgpU8o1deiT0iVZaWd6AFLsWrti9r29c4VcnUoVyiDpVg9KVd44vhJEAQ8/+sRLD14qVaZsEAfPD2iA+7u1Qq+XkZF51EDZ/GmpgIdOzrKrVoFjBunrx8sn4P18ZMc+VslV7j6PVS1JziioqLAcRwEQcA777yDd955p1ZZjuNgsbC7SA+hHUajejd+V2wp1ZWjJ1VWipya9eYOsBKvHn6w0ieU6mvRJ6TKstJO9IClWLX2RW37eucKuTqUK5TBUqyelCs8bfzEcRxeHnsbTmQV4NSVQqcy126W4bXfj2HpwUwsebw/jA24A0v1eDt0sL2qsmdPZdmiRdpOcDjzg/VzsD5+kiNPuULFRUYHDx6MwYMHY8iQIeLftf0MGjRIrdMSboQgCNi4cSPUeGjIFVtKdeXoSZWVIqdmvbkDrMSrhx+s9Aml+lr0CamyrLQTPWApVq19Udu+3rlCrg7lCmWwFKsn5QpPHT+FB/lgzdODcPC1kVj+1AB8Ma0nXh7bCS1D/BzkDmXkof/7G7H0YMOsSVhbvNOnO8r9/jtQ6HyuRlM/WD0H6+MnOfKUK2yo9gTHli1b1DJFEARBEARBEATBBBzHITTAG6EB3ujWKgQA8NiQaEz97y7sPX9DlMsuKMNz/zuCErMV0/oo275Wbe65B3jmGcBasYZqSQmwbBnw4IMN6hZBaAZ7K+IQBEEQBEEQBEEwzpypcRjYPqxG+T+WHcNzvxzGmpTLyC8xN4BnlYSHA2PGOJYlJTWMLwShB5pNcKSmpmLXrl04c+aMVqcg3JCIiAgmbCnVlaMnVVaKnJr15g6wEq8efrDSJ5Tqa9EnpMqy0k70gKVYtfZFbft65wq5OpQrlMFSrJ6UK2j85EjrUH8smtUHx98ajc4tgh2OLT10CX9NOoiB72/C55vPIq+4XFNfgNrjrf6aSnIycPmy/n6weg7Wx09y5FnoFw2NaruoAEBJSQnefPNNfPvtt8jLywMAPPTQQ5g/fz4A4Pvvv8dnn32G+fPno3v37mqdltAALXZRIQiCIAiCIIhblVd/T8Gi3RlOj/mYDBgW0xQ92oSge+sQdG8TAh+TPos9FhcDERHAzZuVZXPmAM89p8vpCUIWrn4PVe0JjqKiIgwZMgT//ve/4ePjg8TExBqLlwwePBiHDx/GL7/8otZpCTeC53kcPHgQPM83qC2lunL0pMpKkVOz3twBVuLVww9W+oRSfS36hFRZVtqJHrAUq9a+qG1f71whV4dyhTJYitWTcgWNn+rn3Yldsevl2/He5K4YH9cCpio7qpRZeKw9fgXvrTmFe77ejTGf/InjWfmqnbuueP39gbvucizT6jUVT+oTSvUpV2iLahMcH3zwAfbv349HH30U586dw/Lly2vIREdHo1OnTkhOTlbrtISbcfHiRSZsKdWVoydVVoqcmvXmDrASrx5+sNInlOpr0SekyrLSTvSApVi19kVt+3rnCrk6lCuUwVKsnpQraPxUP80b+eG+hDb47L4e2PnS7XhqWHs0CfCuIXfuWhES523HXV/uxPtrTqky2VFXvNVfUzl9GrhyxeVTyvaDxXOwPn6SI89qv9AT1SY4fvnlF0RFReHzzz+Hj49PrXKRkZHIzGyY7ZMIgiAIgiAIgiD0oGmwL/42OgY7X74d3z4YjyeGRqNLS8e1Og5cyMV/t6Yhcd52nMnWbv/WYcOA1q2BceNsT29kZwPNmml2OoJoMFSb4MjIyECvXr1gNNb9LllwcDByc3PVOq3L7Ny5E+PGjUNoaCgCAwORkJCAhQsXyrZz7do1fPvtt/jLX/6C7t27w2QygeM4/Pzzz3XqWa1WfPbZZ+jVqxcCAgLQqFEjDBkyBMuWLatTLy8vD8888wwiIyPh4+ODyMhIPP300+LaJwRBEARBEARB6I8gCMgvMSM1uxDbU69hxZHLOJ1diJtlFrQM8atV77s/z2nmk9EInDkDrFoF3H8/EBCg2akIokFRbZHRsLAwdO3aFZs3bxbLDAYDZsyYIS4yCgAJCQm4dOkSLl26pMZpXWLZsmW4++67wfM8Bg8ejLCwMGzcuBF5eXl49tlnMXfuXMm2fv/9d0yaNKlG+eLFi3Hvvfc61bFarZg4cSJWrlyJwMBADBgwABaLBTt37kRJSQneeustvP766zX0rl+/jn79+iE1NRXt2rVDfHw8jh8/juPHj6N9+/bYvXs3mjRpIr0inKDFIqOCIODGjRsIDQ0Fx3H1K2hkS6muHD2pslLk1Kw3d4CVePXwg5U+oVRfiz4hVZaVdqIHLMWqtS9q29c7V8jVoVyhDJZi9aRcQeMnR4rLLbh+sxw5N8twtaAMBzNycTQzD1fyS5FdUIYSs1W2zedGdsTs4R0U+cNKv/CkPqFUn3JF3bj6PdSkliO9evXC9u3bcfHiRbRu3dqpzPHjx3Ho0CFMmDBBrdMqJjc3FzNnzoTVasVvv/2GyZMnAwCys7MxcOBAfPzxxxg/fjyGDRsmyV5ERASeeOIJ9O7dG71798YHH3yAH3/8sU6dTz75BCtXrkTbtm2RnJyMdu3aAQBOnDiB4cOH44033sDo0aPRp08fB71nn30WqampmDx5Mn755ReYTLbLOHv2bHz22Wd47rnnFD2Fogf+/v5M2FKqK0dPqqwUOTXrzR1gJV49/GClTyjV16JPSJVlpZ3oAUuxau2L2vb1zhVydShXKIOlWD0pV3jy+OlEVgFe++MYDlxQ/0l0b6MBwzqF45GBbV2yw0q/8KQ+oVSfcoV2qPaKylNPPYWSkhJMnjwZZ8+erXH8woULePDBB8HzPJ566im1TquYb7/9Fvn5+ZgwYYI4uQHYJio+/PBDAJD1BEe/fv3w+eefY8aMGejcuTMMhvqr9ssvvwQAvPvuu+LkBgDExsbi1VdfBWBbvLUqV65cQVJSEry8vPDFF1+IkxsA8NFHHyE8PBxJSUnIzs6W7LteCIKA9evX19hdR29bSnXl6EmVlSKnZr25A6zEq4cfrPQJpfpa9Ampsqy0Ez1gKVatfVHbvt65Qq4O5QplsBSrJ+UKTx8/vbT0qOzJDS8jh5YhfujZJgTjujbDjP5ReGlsJ8ydGodFj/TB+mcH49BrI3HqnTH46oF4BPgo/98zK/3Ck/qEUn3KFdqi2hMc48ePx7PPPouPP/4YMTExuO2228BxHNavX4/4+HgcPXoUFosFL774IoYOHarWaRWzcuVKAMCUKVNqHEtMTISvry+Sk5NRWloKX19f1c+fn5+PtLQ0AHBaH/aytWvXory8HN7ettWX16xZA57nMWzYMERERDjo+Pj4YPz48Zg/fz7WrFmDGTNmqO43QRAEQRAEQXgarRr74WimtJ1OQgO80aVlI3RqFoSmQT6ICPZF0yAfNA32RbNgX/h5171mIUEQylFtggMA5syZgz59+uBf//oXjh49CgDIyspCVlYWYmJi8Oqrr2LatGlqnlIxdv969uxZ45i3tze6dOmC/fv34/Tp04iLi1P9/EVFReLfjRs3rnE8NDQUAFBSUoIzZ86gS5cuAIAjR47U6re9fP78+aIcQRAEQRAEQRCu8fE93TE0Jgv/3ZKG9GtFdcreKCrHtjM52HYmx+nxJgHe6BgRhBYhfmgR4ovmjfzQPMQXLRrZPgf5emkRggMWC5CcDCxaBBgMwA8/aH5KgtAFVSc4AGDq1KmYOnUqcnJycOHCBVitVrRq1QotW7ZU+1SKKSgoEHcbadWqlVOZVq1aYf/+/cjIyNBkgiM0NBRGoxFWqxUXLlxAp06dHI5fuHBB/Pv8+fPiBEdGRka9fleVYw1XFz9Vy5ZSXTl6UmWlyKlZb+4AK/Hq4QcrfUKpvhZ9QqosK+1ED1iKVWtf1Lavd66Qq0O5QhksxepJucKTx08+JiOmxrfG1PjWMFt5/LLvIpYfyUJecTkybhSj1MxLtnW9qBy70q/Xejw8yAcdmgZiUIdwTOvbBsESJzykxrtrFzBxInD1qu2ztzfw6aeAk/+5KsKT+oRSfcoV2qHaLioZGRkIDAwUnzyojdzcXBQWFqJNmzZqnFYRWVlZ4oSL2Wx2WMfCzvTp05GUlISffvoJ9913n+xzzJgxAwsXLqxzF5X+/ftj165dePHFF/H+++87HHvsscfw9ddfA4CDD6NGjcKGDRvwzTffYNasWTVsJicnY+TIkRg1ahTWrVtXr5/2VWqrk5aWhujoaKSkpIhlHMeB4zjwvOMN3GAwQBAEh3e5WJa1rxisVNZ+PneTdVY/cmRZvZ56Xnt3bSeuXns5sqxee7pH1C9L157uEXrIsnrt6R5Rvyxd+9qvvSAAl/OLkV1QhquFZbhaUIqcm+W4WliG7IJS5BTayq/fLAMv85tXdHgAVs8eCC+joVYf7HFIvZ4FBQZERAgoL6/cReOrrwQ8+ijdI+geoVxWrWvftWtXAAzsotK2bVvMmDED3333XZ1yL7zwAr7//ntYLBaXzjdlyhQcO3ZMls4PP/yAhISEGpXsDCkyrvLyyy/jzjvvxJw5cxAeHo7p06fDarXiu+++w7fffguTyQSLxeKwYKndL3uD0dLvsrIyrFixQvzcs2dPtG7dGitXrhTP4+fnh1GjRuHs2bM4ceKEKBsXF4eoqCisWbNGvNbe3t5o0aIFgoKCHCZOunTpgujoaGzYsAGlpaUAAKPRiDvuuAMXL17EoUOHRNlOnTohJiYGmzZtcnjNZ8KECcjKysL+/fvFsg4dOiA2NhZbt25FQUGBWD5u3Djs378fV+3T1gDatWuHrl27YseOHbhx44ZYPmbMGBQWFmLHjh1iWZs2bdCjRw/s3r0bOTmVjx6OHDkSZWVl2LZtm1jWsmVLxMfHY9++fbhy5YpYbt+dp+q2ys2aNUOfPn1w6NAhZGZmiuWDBg1Cenq6w9bK4eHh6N+/P44ePerwtM+AAQMQFBSEtWvXimWhoaEYNGgQjh07hvT0dLG8T58+CAsLw6pVq8Sy4OBgDBs2DCdPnkRqaqpYHh8fj5YtWzq0h4CAAIwYMQJnzpzBqVOnxPIePXqgTZs2WL16NaxW2xZpvr6+GD16NNLT0x36bdeuXdGuXTusW7cO5eXlAACTyYRWrVqhUaNGDq9axcbGokOHDkhOTkZJSQkAWz+48847kZmZiYMHD4qyMTEx6NSpE7Zs2YLCwkKxfPz48cjOzsbevXvFsvbt26Nz5874888/xSe7AGDs2LE4ePCgw4K9UVFRiIuLw86dO3H9euV/XkaNGoXi4mJs375dLGvdujV69uyJvXv3OtgYPnw4rFYrtmzZIpY1b94cCQkJOHDgALKyssTyoUOHwmg0YuPGjWJZREQE+vbti8OHD+PixYti+YABA3DhwgWHttOkSRMMHDgQR48exfnz58Xyfv36oXHjxli9erVYFhISgpCQEBiNRnF9IMC2tXdERITDtQ8KCsLtt9+OU6dO4cyZM2K5GveIsWPH4ty5c5LuEa1bt0ZISAgOHz4syqpxj0hMTMS1a9ewZ88esUzOPSIyMhLdu3eXdI9o1aoVevXq5dI9YvDgwfDx8cGGDRvEMi3vEaGhofDy8tLkHpGWluYwoKntHpGYmIgLFy5IukdERkYiNDRU8T0iOjoaXbp0qXGPGDduHHJzc7Fr1y6xLCoqCgBQWFgo6R7Ro0cPB3+B2u8RPj4+KCsrw+XLl8VyZ/eIpk2bol+/fjXuEQMHDoS/vz/Wr18vlsm9RwwZMgQnTpxwWEy+rnvE6dOncfr0abFc73uEVuMIve8RPXv2rNFOXL1HhIWFYcCAAbqNI8LDw9GvXz9J94gmTZpgwIABLo0j5Nwj1BpHnD26X7xHNAJwX9V7RMX/f1u3iUSztjH4Y/NupF8tRG45h7wygAsIRVZeCa4UlMIqOI7x03KKMH/JKrSo2PjC2T2iRYsWiI+Px8aNG1FcXCyW1zWOGDgwD5s2VT6y8cMPFjzwgMXle8Tx48cljyNcuUfY24mr94iMjAyXxhG33XYb1q5dC7PZLJZrdY8YMWIEysvLXRpHJCQk1IhN73FEfd81CgsLERQUBMUIKsFxnDBz5sx65WbNmiUYDAaXz9erVy8BgKyfzZs3C4IgCPn5+WJZfn6+U/sTJ04UAAjLly9X5N9DDz0kABAWL15cp9y///1vwWQy1fB12rRpQv/+/QUAwrp160T5SZMmCQCETz/91Km933//XQAgTJ48WZHfdmJjY4XY2FjBarWKPzzPC4IgOJRZrVZBEASB5/l6Zc1ms/D7778LFovFZbt2W2azWZYPVqtVsFgsDrp1yfI8L9qtek61ZJ3FIcXf2mSr+iClLuXIunLtG6qdSKkftduJnGskp03VZ7eudiLl2tdV77X5UP2cdV0jtWVZaSdKr31DtRNX7xFa1rvcdqLF/cRZvVssFsl1WVs/rK3erVar0/tMbfVel11X2omr+UHvXKJ2O5Er62o7sZ9PqqzUdiLFrivtxFm9S7n29nM6i0upbH31rlU7cTU/1CdrNluEzBs3hScW7RciX1wp/hzJuKF6O/ntN6sACEJCAi98+qlVuHJFnX6vtJ3IuUZy2lR9dl1tJ1Lrvardqv1QSl+u2t7rkpViV247kdKulbSTuurH/j1UKaqvwVEf165dg5+fn8t2qs6eySU4OBiNGjVCfn4+MjMzERsbW0PGPvOt9as0zz//PCZOnIglS5YgPT0dwcHBGD16NEaMGIFmzZoBcHyNxO5P1Zl5Lf12tt2tszL7Y0VSZdWyazAYxL+l+sBXPGpVVbcuH+y2nZ3bVVlncajtb9Wy2sqlyqpx7RuinTiTr09WrXpXu00p8Vfuta+tjmsrq37OuvS1kG3IdqKnrBrtpC5ZNdqJGv3efkzKtdfiflLVj+o+1SdbVz+sLluffG2x1WdXSTtRIz/onUvsx9RuJ0r7kZx2IscuoKyd1GdXaTtx5kdDjiPqqnet2klV22rLmkxGtGwcgH8kxmJVSuV/41/94ziWPzWwTrty20liogFnzgAdOnAAatZpdX05/d6ZHyyPN535K9WuUPGkiZL+aTAYRBkp/trP74pdLe4n1f1zRba288nBpQmOqo/HAMCVK1dqlNmxWCw4ffo01q5dKy6Y2ZDExcVh27ZtOHjwYI0JDrPZjGPHjsHHxwcxMTGa+xIdHY0XX3zRoSwlJQXZ2dlo3769wwKt9gVPqz5GVxV7ebdu3TTyliAIgiAIgiAIrWgR4of4yMbYfyEXAHA0Mx83isoRGuCt2jl8fIAOHVQzRxDsoPjZD8H2WorBYBAMBoPD37X92GXqe21DDz744AMBgDBhwoQax5YuXSoAEMaNG6fYvtRXVGpjxowZAgDhww8/dCjPysoSDAaD4O3tLWRnZzscKy0tFcLDwwWDwSBcvnxZse+CILj8aJAzeJ4XsrOzxUeQGsqWUl05elJlpcipWW/uACvx6uEHK31Cqb4WfUKqLCvtRA9YilVrX9S2r3eukKtDuUIZLMXqSbmCxk/60v+9jQ6vqSw/fKlOeVbi9aQ+oVSfckXdNOgrKg8++KD4aMnChQsRHR2NAQMGOJW1LzA5fvx49OzZ05XTqsKsWbPwz3/+E3/88QeWLl2KyZMnAwCuXr2KF154AQDw3HPP1dCzb+e6ceNGl7e+LSoqwsWLFx22iOV5HnPmzMGCBQsQExOD2bNnO+g0b94c9913H5KSkvDEE0/g559/FneBeeGFF5CTk4Pp06eLr7ewRmO19p9y0ZZSXTl6UmWlyKlZb+4AK/Hq4QcrfUKpvhZ9QqosK+1ED1iKVWtf1Lavd66Qq0O5QhksxepJuYLGTw3HpbwSWKw8TMbaH+FnJV5P6hNK9SlXaIhaMy2cxEVGWWLJkiXikyVDhw4VpkyZIoSEhAgAhNmzZzvVQcUioOfOnatxrE+fPuJPWFiYAEBo3769WPbXv/7VQf7cuXMCAKFLly7CpEmThClTpght2rQRAAhRUVFCenq6Ux9ycnKE6OhoAYAQHR0t3HPPPUKXLl3Ezzk5OS7XjRZPcNgXtbEvLtNQtpTqytGTKitFTs16cwdYiVcPP1jpE0r1tegTUmVZaSd6wFKsWvuitn29c4VcHcoVymApVk/KFTR+0pfv/kx3eIIj8sWVQtxb64RXlh4Vrt8sqyHPSrye1CeU6lOuqBtmFhnlq+2R6w7cdddd2LZtG959913s3r0b5eXluO222/Dkk09i5syZsu1V3QrIztmzZ8Xt1Hx9fR2OhYaG4vHHH8e2bduQnJwMq9WKtm3b4o033sDf/vY3BAYGOj1PWFgY9u3bhzfeeAO///47li1bhoiICDz11FN46623EBoaKtt3giAIgiAIgiDY4OGBbXHsUj6WHrokluUVm5G0JwMpl/JrLDrqKoIA7NsHLFoETJkCDB6sqnmC0A1NdlGxWCw4cuQIsrKywHEcmjdvjri4OPFVCpaw758sFaFipVy5x5wRHByML7/8UpaOncaNG2PevHmYN2+eIn2CIAiCIAiCINhl7j3d8ejgdvgk+QzWHc8Wy49m5mPzqasY1qmpKuf5/nvg/feBM2dsn/PzaYKDcF9c34elCmVlZXjppZcQFhaGhIQETJw4ERMmTEBCQgLCwsLw0ksvobS0VM1TEm5GSEgIE7aU6srRkyorRU7NenMHWIlXDz9Y6RNK9bXoE1JlWWknesBSrFr7orZ9vXOFXB3KFcpgKVZPyhU0ftKf25oH46sH4vHOhM4O5Zm5xTVklcabl1c5uQEAv/0GFBUpMuWSHw11DtbHT3LkPaVf1AUnyH3soBbKysowfPhw7Nq1C4Btm9KoqCgAwIULF3DkyBEAQL9+/bBx40b4+PiocVpCIzp3tt1Ejx8/3sCeEARBEARBEIRnM+3b3dhx9rr4eeHDCRjSMVwV25cvA61aAVVXHPjpJ+C++1QxTxCycPV7qGpPcHz88cfYuXMnBgwYgCNHjuDQoUNYtmwZli1bhoMHD+LIkSMYNGgQdu3ahU8++USt0xJuhCAIOH78uOxXedS2pVRXjp5UWSlyatabO8BKvHr4wUqfUKqvRZ+QKstKO9EDlmLV2he17eudK+TqUK5QBkuxelKuoPFTw9KzjePOFzO+34u3V5yA2WqblXAl3ubNgREjHMsWLVLmpyf1CaX6lCu0RbUJjsWLFyM8PByrV69Gly5dahzv0qULVq5cibCwMCQlJal1WsKNEAQBZ8+eVe1mpNSWUl05elJlpcipWW/uACvx6uEHK31Cqb4WfUKqLCvtRA9YilVrX9S2r3eukKtDuUIZLMXqSbmCxk8Ny9PDO+Ce+NbiZ0EA5u84h9f/OFbx2bV4p093/LxuHXD1qnw7ntQnlOpTrtAW1SY4zp49i6FDh9a68wcABAYGYujQoUhLS1PrtARBEARBEARBELc0JqMBH0zphp8e7YOWIX5i+a/7M8Hzrn9ZnTQJ8Pev/Gy1Ar/84rJZgtAd1SY4TCYTiotrLnZTneLiYiZ3UyEIgiAIgiAIgmCZ/tFh+M/9PcTPFhUmNwAgMBCYONGxTOlrKgTRkKg2wdG1a1ds2rQJ586dq1Xm3Llz2LRpE7p166bWaQk3guM4JCQkgOO4BrWlVFeOnlRZKXJq1ps7wEq8evjBSp9Qqq9Fn5Aqy0o70QOWYtXaF7Xt650r5OpQrlAGS7F6Uq6g8RM7RDcNhKFKWC8vTUFxudXleKu/prJ3r+PuKlLwpD6hVJ9yhbaotovKjz/+iIceegitW7fG22+/jfvuuw/e3t4AbDusLF68GG+88QYyMzPxww8/YNq0aWqcltAILXZREQQBgiCA4ziXO5UrtpTqytGTKitFTs16cwdYiVcPP1jpE0r1tegTUmVZaSd6wFKsWvuitn29c4VcHcoVymApVk/KFTR+YotZC/ch+WTlIhnNG/niuZEdMLF7S3iZjIpsWixAixZATk5l2euvA2+9Jd2GJ/UJpfqUK+qGmV1UHnjgATz66KO4ePEiHn74Yfj7+6Nly5Zo1aoVAgIC8Mgjj+DixYv4y1/+QpMbHoogCFixYoVqCwIptaVUV46eVFkpcmrWmzvASrx6+MFKn1Cqr0WfkCrLSjvRA5Zi1doXte3rnSvk6lCuUAZLsXpSrqDxE1u8eWdnRDWpXDTjcn4p/r4kBWM+/ROHL+Ypsmky1dwadtEi24KmUvGkPqFUn3KFtqg2wQEAX331FX799VcMHDgQJpMJly9fRlZWFkwmEwYNGoRff/0VX375pZqnJAiCIAiCIAiC8ChaNfbHmqcH4/9ubw9vY+VXurScItz/zW5k5ZUoslv9NZX0dGD3blc8JQh9UXWCAwDuuusubN26FTdv3sTly5dx+fJl3Lx5E1u2bMFdd92l9ukIgiAIgiAIgiA8Dj9vI54fFYP1zw7GXT1biuXF5VbsO39Dkc34eKBjR8cyWmyUcCdcnuBYvXo1/vKXv2Ds2LGYOHEi3njjDZw/fx4mkwkRERGIiIigXVMIkaCgICZsKdWVoydVVoqcmvXmDrASrx5+sNInlOpr0SekyrLSTvSApVi19kVt+3rnCrk6lCuUwVKsnpQraPzEJlFhAfhoSjc0869cUyGnsEyRLY4DHnjAseyXX4Dycuk2PKlPKNWnXKEdLi0yOm3aNPz8888AIL7Hw3EcfHx88PPPP+POO+9Ux0tCd7RYZJQgCIIgCIIgCG0Y/fE2nM4uFD8vfaI/erZpLNtOejoQHe1Ytnw5MH68qx4SRP002CKj3333HRYvXgyj0YgZM2Zg3rx5+Oc//4m+ffuitLQUDz74IPLz85WaJ25BBEHAqVOnVFsQSKktpbpy9KTKSpFTs97cAVbi1cMPVvqEUn0t+oRUWVbaiR6wFKvWvqhtX+9cIVeHcoUyWIrVk3IFjZ/YRhAE9Grm+NT8Q/P3YvmRLNm22rUD+vd3LJP6moon9Qml+pQrtEXxBMfChQthMBiwZs0afPfdd3jqqafw8ssvY8eOHXjooYdQWFiIpUuXqukr4eYIgoDTp0+rdjNSakuprhw9qbJS5NSsN3eAlXj18IOVPqFUX4s+IVWWlXaiByzFqrUvatvXO1fI1aFcoQyWYvWkXEHjJ7YRBAHxfjl4Ymg0DBVvqhSWWjB78SE89dNBlFmssuxVX2x0+XJAyv+uPalPKNWnXKEtiic4UlJS0LdvXwwfPhkedo4AAG/kSURBVLzGsVdeeQWCICAlJcUl5wiCIAiCIAiCIIj6MXLA30Z1xMf3dHcoX3n0MpYevCTL1tSptm1j7ZSWAvS/a8IdUDzBUVBQgOjqL2dVYC8vKChQap4gCIIgCIIgCIKQSLkVmLP+DF5eWvOfzIE+8jZ9aNIEGDfOsYx2UyHcAcUTHIIgwGg0OjdqsJnleV6peeIWhOM49OzZExzH1S+soS2lunL0pMpKkVOz3twBVuLVww9W+oRSfS36hFRZVtqJHrAUq9a+qG1f71whV4dyhTJYitWTcgWNn9imoNSCuSf98PmWNBSXV76O4mMy4G+jOuKObs1l26z+msrmzUBmZt06ntQnlOpTrtAWxbuoGAwGzJgxA/Pnz1d0nGAb2kWFIAiCIAiCINyDdcev4LEfD9Qon9E/CtP7tkF0eKDsL7UlJUCzZkDVh/I//BD4+99d9ZYgaqfBdlEBbAuNGo1Gpz8cx9V63GSS94gUcWvA8zyWL1+uypM9rthSqitHT6qsFDk1680dYCVePfxgpU8o1deiT0iVZaWd6AFLsWrti9r29c4VcnUoVyiDpVg9KVfQ+IlterUJQahPzf9bL9h5HiPmbsPYT//EvI2pOHAhFzwv7f/bfn7AlCmOZfW9puJJfUKpPuUKbXFppsGV1WYJz0TNa++KLT3arpyVkdU8760AK/Hq4QcrfUKpvhZ9QqosK+1ED1iKVWtf1Lavd65QssOEWnIstROtYSlWT8oVNH5il9AAb7wYZ0VZs274ae9FnLpS6HD81JVCnLpSiLkbzqBpkA/GdW2O8XHN0aN1YxgMtT/ZMX06UPWB/KNHbT/dutXuiyf1CaX6lCu0Q/EEx60860MQBEEQBEEQBOFO+BqBu/tG4oF+UTiSmY/kE9nYdOoqTlx23PjhamEZFuw8jwU7z6NFI1+M69ocD/aLQpsm/jVsDhkCtGrluPZGUlLdExwE0ZC49IoKQcjFz8+PCVtKdeXoSZWVIqdmvbkDrMSrhx+s9Aml+lr0CamyrLQTPWApVq19Udu+3rlCrg7lCmWwFKsn5QoaP7GNPV6O49C9dQj+NjoGq58ehNWzB+H5kR3Rp20ojNWe1sjKL8W3289h+NwteP2PY8gpLHM4bjAA99/veJ6kJKCu/3V7Up9Qqk+5QjsULzJK3NrQIqMEQRAEQRAEcWtxo6gca49dwaqULOxKu47qy3EE+ZjwzMiOeKBvJLxNtv+Fp6RUPrHRsiUwbRrw+utAQIDOzhMeQYMuMkoQchAEAampqaq89+WKLaW6cvSkykqRU7Pe3AFW4tXDD1b6hFJ9LfqEVFlW2okesBSr1r6obV/vXCFXh3KFMliK1ZNyBY2f2EZqvKEB3ri/TxskzeqLPa+MwFt3dkbLkMr/6BeWWfDOyhO48z/bkZlbDADo2hV47TVg0yYgIwP44IPaJzc8qU8o1adcoS00wUHohiAIOHHihGo3I6W2lOrK0ZMqK0VOzXpzB1iJVw8/WOkTSvW16BNSZVlpJ3rAUqxa+6K2fb1zhVwdyhXKYClWT8oVNH5iGyXxhgf54KH+Udj0tyF47Y5YBPlWLs946kohxn7yJ/67NQ2lZivefhsYNsz2yorafsiFlT6hVJ9yhbbQBAdBEARBEARBEISH4mMy4pGBbbH5b0NxX0JrsbywzIL315zC8DlbsfRgpuTtZQmiIaEJDoIgCIIgCIIgCA8nLNAH703uhn9O6oJAn8qnOS7lleC5/x3BpC92ILeovAE9JIj6UbxNLEHIheM4xMXFgeNq32tbD1tKdeXoSZWVIqdmvbkDrMSrhx+s9Aml+lr0CamyrLQTPWApVq19Udu+3rlCrg7lCmWwFKsn5QoaP7GNK/FaeQEXbxTjTHYhUi7l42BGLm6WWWrIHcnMx/IjWXiof5QmfkiFlT6hVJ9yhbbQLiqEU2gXFYIgCIIgCIK4tTh9pRB7zl1HdkEpLlwvxvnrRUjNvokySx37vlbg52XEr4/3Q5eWjQAAmZlATg7Qo4fWXhOeBO2iQrgNPM9j1apV4OvaOFsHW0p15ehJlZUip2a9uQOsxKuHH6z0CaX6WvQJqbKstBM9YClWrX1R277euUKuDuUKZbAUqyflCho/sY2UeP+37yJGf7INr/9xHJ9vTsPKo5dx7FJBrZMbRgOHzi2C8UDfSHx8Txy2vTAMrQMbYf584PbbgTZtgP/7P/l+uAorfUKpPuUKbaFXVAhdsVhqPu7WELaU6srRkyorRU7NenMHWIlXDz9Y6RNK9bXoE1JlWWknesBSrFr7orZ9vXOFXB3KFcpgKVZPyhU0fmKb+uI9mJFb6zGOA1o39kfHiCD0aBOCnm0aI651I/h7O35dXLECeOSRys87dgDp6UC7dtL9UANW+oRSfcoV2kETHARBEARBEARBELc4jw2JxtHMfJy4XFDj2EP9ovDKuNvgbar7Af/Ro4HQUODGjcqypCTgtdfU9pYglEGvqBC64u3tzYQtpbpy9KTKSpFTs97cAVbi1cMPVvqEUn0t+oRUWVbaiR6wFKvWvqhtX+9cIVeHcoUyWIrVk3IFjZ/Ypr5424YFYNXsgfhpVp8axxbsPI+//XpEwjmAe+6p/NyoEVB9RUdP6hNK9SlXaActMko4hRYZJQiCIAiCIIhbE54X8Nmms/g4+YxD+YjbIvD1A71gMNS+y8bu3cAHHwDTpwOJiYCvr9beEp4ELTLqIjt37sS4ceMQGhqKwMBAJCQkYOHChbLtXLt2Dd9++y3+8pe/oHv37jCZTOA4Dj///HOdelarFZ999hl69eqFgIAANGrUCEOGDMGyZctq1YmKigLHcbX+nDp1Srb/eiAIAtLT06HGnJortpTqytGTKitFTs16cwdYiVcPP1jpE0r1tegTUmVZaSd6wFKsWvuitn29c4VcHcoVymApVk/KFTR+Yhu58RoMHJ4e0QF7XxnuUJ58MhtfbUuvU7dvX2DZMuCuu2pObnhSn1CqT7lCWzx6gmPZsmUYPHgw1q5di27dumHMmDFITU3FjBkz8Nxzz8mytX37djz66KP45ptvcOTIEVit1np1rFYrJk6ciNmzZ+PMmTMYNGgQevfujX379mHy5Ml4++2369R/6KGHnP40atRIlu96IQgCUlJSVLsZKbWlVFeOnlRZKXJq1ps7wEq8evjBSp9Qqq9Fn5Aqy0o70QOWYtXaF7Xt650r5OpQrlAGS7F6Uq6g8RPbKI23abAvfn28n0PZB2tPYeHO87q2k4Y6B+vjJzny1C9seOwio7m5uZg5cyasVit+++03TJ48GQCQnZ2NgQMH4uOPP8b48eMxbNgwSfYiIiLwxBNPoHfv3ujduzc++OAD/Pjjj3XqfPLJJ1i5ciXatm2L5ORktKtYfvjEiRMYPnw43njjDYwePRp9+tR8Tw4AFixYID1ggiAIgiAIgiCIavSOCkVi1+ZYlXJZLHtj+XF8uSUN/aOboGdkY8RHNUZMRBA4rvZXVwiCBTz2CY5vv/0W+fn5mDBhgji5AdgmKj788EMAwNy5cyXb69evHz7//HPMmDEDnTt3hsFQf9V++eWXAIB3331XnNwAgNjYWLz66qsAgA8++ECyDwRBEARBEARBEHL51+SumNyjJbyMlRMYVwpKsfTQJbz6+zGM+eRPPPT9vlv6P//ErYHHTnCsXLkSADBlypQaxxITE+Hr64vk5GSUlpZqcv78/HykpaUBAIYOHVrjuL1s7dq1KC8v18QHveE4Dl26dFFl5tcVW0p15ehJlZUip2a9uQOsxKuHH6z0CaX6WvQJqbKstBM9YClWrX1R277euUKuDuUKZbAUqyflCho/sY2r8Tby88Lce7rjzxdux7CYcKcy287k4ML14lpt5OUBZWWe0yeU6lOu0BaP3UWlcePGyMvLw/HjxxEbG1vjeO/evbF//34cPnwYcXFxsu3PmDEDCxcuxOLFi3HvvffWOJ6VlYWWLVsCAIqLi+Hn5+dw/PLly2jRogUAICUlBV26dBGPRUVF4cKFC/jwww+RlpYGHx8fdO7cGZMmTUJ4uPMbklxoFxWCIAiCIAiC8Ewu5ZXg7RXHse54tkN5u/AAfP1APNo3DQQAlJUBa9YAixYBK1cC335r212FIJRCu6gooKCgAHl5eQCAVq1aOZWxl2dkZGjiQ2hoKIxGIwDgwoULNY5XLTt//rxTGy+88AK++uorzJs3D4899hiioqLw3XffaeKvGvA8j3Xr1oHn+Qa1pVRXjp5UWSlyatabO8BKvHr4wUqfUKqvRZ+QKstKO9EDlmLV2he17eudK+TqUK5QBkuxelKuoPET26gdb8sQP8yZ2r1GeXpOEX7cdV78/MADwKRJwG+/2SY7fvxR8Jg+oVSfcoW2eOQiozdv3hT/9vf3dyoTEBBQQ1ZNfH19kZCQgF27dmHBggV4//33HY5///334t+FhYUOx+68804MGzYMvXr1Qnh4ONLT0zF//nx8+umnmDVrFpo0aYKJEydK8sM+Q1adtLQ0REdHOzR++za01TuEwWCAIAgO7+Q5k+V5HqWlpRAEQRW7paWloo5UHwDb6sFVdeuStT++ZffZrmcwGFSRdRaHFH9rk63qg5S6lCPryrWXI6t2O6mvftRuJ9V9U6tN1We3rnYi5drXVe+1+VD9nPVdIzVlWWknSq+9HFk124mr9wgt611JO1H7fuKs3u3nkFKXtfXD2uodgNP7THXZ6rmiLn+VtBNX84McWRbbiVxZV9uJ/XxqtxMpdl1tJ9XrvS7ZqnVif+W7vnqXKltfvWvVTlzND1rmEkC9dmLH38uA1++IxdsrTzjILtx1AbMGtUPLEF9MmAD8+mvl/8yTk4H77hNktxO7rJRrJKdNSbHrSjsBpNV7VbtV+6GUa1S1vVf3oaqsFLtS/a3ugxRZLfKDEtx2gmPKlCk4duyYLJ0ffvgBCQkJTi90daTIuMrLL7+MO++8E3PmzEF4eDimT58Oq9WK7777Dt9++y1MJhMsFkuNBUvnzZvn8Llz586YM2cOYmJi8Nhjj+HFF1+UPMFRF2VlZVixYoX4uWfPnmjdujVWrlwp1o+fnx9GjRqFs2fP4sSJyptfXFwcoqKisGbNGlgsFgCAt7c3ANsTKVWvXZcuXRAdHY0NGzaINyuj0Yg77rgDFy9exKFDh0TZTp06ISYmBlu2bAEArFq1CgAwYcIEZGVlYf/+/aJshw4dEBsbi61bt6KgoEAsHzt2rIMuALRr1w5du3bFjh07cOPGDbF8zJgxKCwsxI4dO8SylJQU9OjRA7t370ZOTo5YPnLkSJSVlWHbtm1i2eHDhxEfH499+/bhypUrYrl9d57NmzeLvjRr1gx9+vTBoUOHkJmZKcoOGjSohr/h4eHo378/jh496vC0z4ABAxAUFIS1a9eKZaGhoRg0aBCOHTuG9PR0sbxPnz4ICwtzsBscHIxhw4bh5MmTSE1NFcvj4+PRsmVLh/YQEBCAESNG4MyZMzh16pRY3qNHD7Rp0warV68Wt0v29fXF6NGjkZ6e7nDtu3btinbt2mHdunXiWjMmk+22lJGRgaNHj4qysbGx6NChA5KTk1FSUgLAdjO88847kZmZiYMHD4qyMTEx6NSpE7Zs2eIwQTh+/HhkZ2dj7969Yln79u3RuXNn/Pnnn+KTXYDt2lev96ioKMTFxWHnzp24fv26WD5q1CgUFxdj+/btYlnr1q3Rs2dP7N27F9nZlY93Dh8+HFarVWzDAHDw4EEkJCTgwIEDyMrKEsuHDh0Ko9GIjRs3imURERHo27cvDh8+jIsXL4rlAwYMqOFvkyZNMHDgQBw9etThSbB+/fqhcePGWL16tVhm31765MmT4vpAAJCQkICIiAiHax8UFITbb78dZ86ccThnXfcIu027bG33iLFjx4q+2mVru0cAQGZmJg4fPiz6Zr9HbNq0CUVFRWK5nHtEYmIirl27hj179ohlcu4RkZGR6N69u6R7RKtWrdCrV6967xEAsH//fvTt27fGPWLw4MHw8fHBhg0bxDIt7xEAcOrUKZw9e1YsV+sece7cOQCV1762e0RiYiIuXLiAI0eOiHZru0cAwKVLlxxyiZx7xMmTJ9GlS5ca94hx48YhNzcXu3btEsuioqIAALt375Z0j+jevbtDvIDze0Tz5s0B2O4Vly9X7nLg7B6xb98+9OvXr8Y9YuDAgfD398f69evFMjn3iJCQEAwZMgQnTpxwuPZ13SNOnz6N06dPi+VqjCPk3CPqGkeofY84fvw4unXrpsk9okePHg7xAs7vEbWNI5zdI/bs2YMBAwbIukfYHxe3+yFnHGFHyj3CjpRxxPnz5xEdHe30HmF/Ctvun97jiNruEVqMI1q0aIFevXo5xAvIG0fUdo94oF//GhMcAPD1tjTEc+kwmYzw9R2D0lLb+I3nOfz5Z0s0bmzzQ6t7hB1n94hz584hJSVFlKnrHmHvK/Z6k3uP6NSpU416lzqOWLVqlax7RElJCcxmc73jiFWrVtV6j+jdu3cNf/UeR9T3XaOwsBBBQUFQjOCm9OrVSwAg62fz5s2CIAhCfn6+WJafn+/U/sSJEwUAwvLlyxX599BDDwkAhMWLF9cp9+9//1swmUw1fJ02bZrQv39/AYCwbt06See0Wq1C06ZNBQBCenq6Ir/txMbGCrGxsYLVahV/eJ4Xz1P1RxAEgef5emXNZrOwYsUKwWKxuGzXbDYLy5cvF8xmsywfrFarYLFYHHTrkuV5XrRb9ZxqyTqLQ4q/tclW9UFKXcqRdeXaN1Q7kVI/arcTOddITpuqz25d7UTKta+r3mvzofo567pGasuy0k6UXvuGaieu3iO0rHe57USL+4mzerdYLJLr0mKxCCtWrKjRD2urd6vV6vQ+U1u912XXlXbian7QO5eo3U7kyrraTuznkyortZ1IsetKO3FW71Kuvf2czuJSKltfvWvVTlzND1rmEjXbSfXyTq+uESJfXOnw88ehTFFm+nReAATxJzo6V3Y7kXON5LSp+uy62k6k1ntVu1X7oZRrVLW91yUrxa5W7UTN/GD/HqoUj11kNCQkBPn5+Q22yGhV0tLSsGTJEqSnpyM4OBijR4/GiBEj0KxZM2RnZyMzM1NckLQ++vfvj127dmHHjh3o37+/bL/t0CKjBEEQBEEQBEG8v+YU/ru18unORn5eOPLGKPHz+vXA6NGOOidPAhUPNxCELGiRUYXYJy2qPo5mx2w249ixY/Dx8UFMTIzmvkRHR+PFF1/EV199hY8++ggjRoxASkoKsrOz0b59e8mTGwCQm5sLAAgMDNTKXcUIgoCMjAxVXv9xxZZSXTl6UmWlyKlZb+4AK/Hq4QcrfUKpvhZ9QqosK+1ED1iKVWtf1Lavd66Qq0O5QhksxepJuYLGT2yjZbx39XT8LpJfYsbZq5XrFN5+O9CsmaPOokW3fp9Qqk+5Qls8doIjMTERALBkyZIax1auXInS0lIMHz4cvr6+ersGAJg7dy4A4C9/+YtknePHj+P06dPw9/cX3wdjCUEQcOjQIdVuRkptKdWVoydVVoqcmvXmDrASrx5+sNInlOpr0SekyrLSTvSApVi19kVt+3rnCrk6lCuUwVKsnpQraPzENlrG2yLEDx2aOv7z9KmfDqLUbFsjxWQC7rvPUScpyfbCihaw0ieU6lOu0BaPneCYNWsWgoOD8ccff2Dp0qVi+dWrV/HCCy8AAJ577rkaep06dUKnTp1w6dIll30oKiqqsagSz/P46KOPsGDBAsTExGD27NkOx9etW4cDBw7UsHX06FHcfffdEAQBs2bNEhf0JAiCIAiCIAiCUEqAjwlLn+iPB/tFimWnrhTi0R/2g+dtX5SnT3fUOX+ew86denpJEDbcdhcVVwkNDcX8+fMxdepUTJkyBUOGDEFYWBiSk5ORl5eH2bNnY/jw4TX07Cv9ms3mGsf69u0r/m3fMeC1117DJ598AsC2MvAXX3whyuTk5OC2225Dly5d0KFDBxiNRuzduxcZGRniyuE+Pj4O59i1axfeeustREZGIjo6GuHh4Th37hwOHjwIi8WCIUOG4L333nO5fgiCIAiCIAiCIAAgyNcLb4zvjKy8UiSftO3q8mfqNdz79W5882A8evTwwm232dbesLNoEVCxyRtB6IbHPsEBAHfddRe2bduG0aNH4/Dhw1i9ejWio6Mxf/58fPrpp7Lt7dmzR/y5du0aAODs2bNiWfWtjUJDQ/H444+D53kkJydj9erVCAoKwhtvvIGUlBS0bdu2xjlGjx6Nhx9+GMHBwThy5Ah+++03nD17FgMHDsQ333yDjRs3wt/fX1mFaAzHcejUqZO4bV9D2VKqK0dPqqwUOTXrzR1gJV49/GClTyjV16JPSJVlpZ3oAUuxau2L2vb1zhVydShXKIOlWD0pV9D4iW30iNdo4PDl9J7o0zZULNt7/gYW7DwPjqv5FMcvvwBlZer7wUqfUKpPuUJbPHYXFaJuaBcVgiAIgiAIgiCq8932c3hnZeU/bl+7IxaPDGyL8+eB6v+fXbYMmDhRV/cIN4d2USHcBvuTKjzPN6gtpbpy9KTKSpFTs97cAVbi1cMPVvqEUn0t+oRUWVbaiR6wFKvWvqhtX+9cIVeHcoUyWIrVk3IFjZ/YRq94rxaWYs760+LndmEBmNanDQAgKgoYNMjxf+dJSer7wEqfUKpPuUJbaIKD0JWioiImbCnVlaMnVVaKnJr15g6wEq8efrDSJ5Tqa9EnpMqy0k70gKVYtfZFbft65wq5OpQrlMFSrJ6UK2j8xDZ6xLv33A0Ul1vFz+nXirDu+BVxV47773ec4Fi+HMjLU98PVvqEUn3KFdpBExwEQRAEQRAEQRBEvfRp2wShAY67NT7982F8sNb2VMfddwMmU+UESHk5sGSJri4SHg5NcBAEQRAEQRAEQRD1Eh7kg9WzB+G+hNYO5f/dmoa9526gcWMgPj7b4diiRXp6SHg6tMgo4RRaZJQgCIIgCIIgCGdczi/BqLnbUFhmEcvsi40uXQrcdZej/IULQJs2OjtJuCW0yCjhNgiCgEuXLkGNOTVXbCnVlaMnVVaKnJr15g6wEq8efrDSJ5Tqa9EnpMqy0k70gKVYtfZFbft65wq5OpQrlMFSrJ6UK2j8xDZ6x/v3X486TG60CfXH3fGtIAgC4uIuISTE0Y/Fi9U7Nyt9Qqk+5QptoQkOQjcEQcD+/ftVuxkptaVUV46eVFkpcmrWmzvASrx6+MFKn1Cqr0WfkCrLSjvRA5Zi1doXte3rnSvk6lCuUAZLsXpSrqDxE9voHe+pKwUOn+fd1wPBvl4QBAHHju2v8QTHjz8CarnGSp9Qqk+5QltogoMgCIIgCIIgCIKQzMwBbR0+T/x8B77ckiZ+nj7d8Qv08ePA0aO6uEZ4ODTBQRAEQRAEQRAEQUjmiaHRSOza3KHsg7WnUFKxhezAgTXX3KDFRgk9oAkOQjc4jkOHDh3AcVyD2lKqK0dPqqwUOTXrzR1gJV49/GClTyjV16JPSJVlpZ3oAUuxau2L2vb1zhVydShXKIOlWD0pV9D4iW30jpfjOHx6b/ca5X7eRnTo0AFGI4dp0xyP/fQTYLXWUFF0bhb6hFJ9yhXaQruoEE6hXVQIgiAIgiAIgqiLpD0X8I9lx8TPC2b2xtCYpgCAEyeAiq8UIhs2ACNG6Okh4W7QLiqE28DzPDZv3gye5xvUllJdOXpSZaXIqVlv7gAr8erhByt9Qqm+Fn1Cqiwr7UQPWIpVa1/Utq93rpCrQ7lCGSzF6km5gsZPbNNQ8XZt2cjh8+zFh/D72k3geR6xsUCPHo7ySUmun5OVPqFUn3KFttAEB6ErBQUF9QvpYEuprhw9qbJS5NSsN3eAlXj18IOVPqFUX4s+IVWWlXaiByzFqrUvatvXO1fI1aFcoQyWYvWkXEHjJ7ZpiHg7t2iEsV2aVfpQasEXh4pg5W0vCUyf7ij/xx+A2ez6eVnpE0r1KVdoB01wEARBEARBEARBELIxGjh8Ma0n/jaqo1h2Jt+ARbsvAADuvRcwGID4eOCTT4CTJwEvrwZylvAIaIKDIAiCIAiCIAiCUATHcXhyWHuHsp/3ZwIAWrQAzp8H9u0Dnn4aiIhoAAcJj4IWGSWcosUio4IgwGq1wmg0urxyryu2lOrK0ZMqK0VOzXpzB1iJVw8/WOkTSvW16BNSZVlpJ3rAUqxa+6K2fb1zhVwdyhXKYClWT8oVNH5iGxbifWVZCn7akyF+3v3ycDRr5Kv6eVjpE0r1KVfUDS0ySrgV165dY8KWUl05elJlpcipWW/uACvx6uEHK31Cqb4WfUKqLCvtRA9YilVrX9S2r3eukKtDuUIZLMXqSbmCxk9s09DxPjE0Gv7eRvHzxM934ESWNus9sNInlOpTrtAOmuAgdEMQBOzZswdqPDTkii2lunL0pMpKkVOz3twBVuLVww9W+oRSfS36hFRZVtqJHrAUq9a+qG1f71whV4dyhTJYitWTcgWNn9iGhXhbNfbHC6NjxM9XCkrx6A/7UVxuUfU8rPQJpfqUK7SFJjgIgiAIgiAIgiAIl3mgbxsktrbC/vbDpbwSfJKc2rBOER4FTXAQBEEQBEEQBEEQLsNxHEa1EjCzf5RY9u2f6Th79SYAQBCA/fuBZ54B5s1rGB+JWxua4CB0g+M4tGvXTpUFbVyxpVRXjp5UWSlyatabO8BKvHr4wUqfUKqvRZ+QKstKO9EDlmLV2he17eudK+TqUK5QBkuxelKuoPET27ASr92Pp4d3QNMgHwAALwAvLDmCP1ZacdttQO/ewKefAp99ZpvwUHqOhu4TSvUpV2gL7aJCOEWLXVQIgiAIgiAIgvAM1h2/gsd+PCB+bm1pie1zujvI7NoF9O2rs2ME09AuKoTbwPM8/vzzT/A836C2lOrK0ZMqK0VOzXpzB1iJVw8/WOkTSvW16BNSZVlpJ3rAUqxa+6K2fb1zhVwdyhXKYClWT8oVNH5iG1birerH6M7NcHevVuKxDOMl+IcXO8gnJbl2DldhffwkR576hQ1TQztAeBY3btxgwpZSXTl6UmWlyKlZb+4AK/Hq4QcrfUKpvhZ9QqosK+1ED1iKVWtf1Lavd66Qq0O5QhksxepJuYLGT2zDSrxV/fjgrm4I8DFhwc7z4DjAq2MmkNMRbdsC06fbflw9h6uwPn6SI0/9giY4CIIgCIIgCIIgCA0wGDi8MT4WJgOHb7efQ2BcBnyjrmHRmzHo375JQ7tH3ILQKyoEQRAEQRAEQRCEJnAch1fG3Ya2YQEwBZXBt1UuVqVkNbRbxC0KLTJKOEWLRUYFQUB5eTm8vb1dXrnXFVtKdeXoSZWVIqdmvbkDrMSrhx+s9Aml+lr0CamyrLQTPWApVq19Udu+3rlCrg7lCmWwFKsn5QoaP7ENK/HW5ce8jamYu+EMACDY14R9r46Aj8mo6jn0tkW5Qn1okVHCrSgsLGTCllJdOXpSZaXIqVlv7gAr8erhByt9Qqm+Fn1Cqiwr7UQPWIpVa1/Utq93rpCrQ7lCGSzF6km5gsZPbMNKvLX58WC/SPHvglILdqcrXwuClT6hVJ9yhXbQBAehG4IgYMeOHVDjoSFXbCnVlaMnVVaKnJr15g6wEq8efrDSJ5Tqa9EnpMqy0k70gKVYtfZFbft65wq5OpQrlMFSrJ6UK2j8xDasxFuXHyH+3mgT6i9+/mZbuurn0NsW5Qr2oAkOgiAIgiAIgiAIQnMyblRuE3s8Kx+CICA9HXjnHSCLluUgVIB2USEIgiAIgiAIgiA0ZU/6dYfPkddjMXAgh507bZ/9/YHnn28Ax4hbCnqCg9CVyMjI+oV0sKVUV46eVFkpcmrWmzvASrx6+MFKn1Cqr0WfkCrLSjvRA5Zi1doXte3rnSvk6lCuUAZLsXpSrqDxE9uwEq8zP3hewD1f73YoC85rIU5uAMCPP7p2DqWwPn6SI0/9gnZRIWpBi11UCIIgCIIgCILwPFYcycL/LT4kfn5qWHv0MMVgxAhHuZQUoEsXnZ0jmIJ2USHcBp7nsXPnTvA836C2lOrK0ZMqK0VOzXpzB1iJVw8/WOkTSvW16BNSZVlpJ3rAUqxa+6K2fb1zhVwdyhXKYClWT8oVNH5iG1birc2PzaeuOnw+nV2I1p1vokULR/2kJOXnUALr4yc58tQvbNAEB6ErOTk5TNhSqitHT6qsFDk1680dYCVePfxgpU8o1deiT0iVZaWd6AFLsWrti9r29c4VcnUoVyiDpVg9KVfQ+IltWInXmR/DOjV1+LzhRDbGfLoVzXs5TnwkJQFSvnuz0ieU6lOu0A6a4CAIgiAIgiAIgiA0Y3xcC/zx5AB0bhEslvECkBV2ykHu4kVg+3a9vSNuJTx+gmPnzp0YN24cQkNDERgYiISEBCxcuFC2nQMHDuDNN9/EoEGD0KJFC/j4+KB169aYPn06jh49WqfuyZMncffddyM8PBx+fn7o2rUrPv744zofHcrLy8MzzzyDyMhI+Pj4IDIyEk8//TTy8vJk+04QBEEQBEEQBKElca1DsPypgfj03u5oGxYAAPAKL4RXWIGD3KJFDeEdcavg0YuMLlu2DHfffTd4nsfgwYMRFhaGjRs3Ii8vD88++yzmzp0ryY7FYoGXlxcAICwsDAkJCfD398ehQ4eQlpYGLy8v/PTTT5gyZUoN3d27d2P48OEoLi5GQkICoqKisG3bNly5cgV33XUXfv31V3Ac56Bz/fp19OvXD6mpqWjXrh3i4+Nx/PhxHD9+HO3bt8fu3bvRpEkTl+pGi0VGBUFASUkJ/Pz8asSkpy2lunL0pMpKkVOz3twBVuLVww9W+oRSfS36hFRZVtqJHrAUq9a+qG1f71whV4dyhTJYitWTcgWNn9iGlXil+lFu4dHx1TUAgPzd7ZC39TbxWKNGwJUrgK+va+dQ01819SlX1A0tMqqQ3NxczJw5E1arFUuWLMGWLVuwZMkSnDp1Cu3bt8fHH3+MzZs3S7bXp08frFy5EtnZ2Vi1ahV+/fVXnDlzBv/4xz9gNpvx8MMP49q1aw46FosF06dPR3FxMebOnYs9e/bgl19+QWpqKvr164fffvsNCxYsqHGuZ599FqmpqZg8eTJOnz6NX375BceOHcP//d//4ezZs3juuedcrR7NKCsrY8KWUl05elJlpcipWW/uACvx6uEHK31Cqb4WfUKqLCvtRA9YilVrX9S2r3eukKtDuUIZLMXqSbmCxk9sw0q8UvzwNhlwe8W6HAGxWQ7H8vOB1atdP4dUWB8/yZGnfuHBExzffvst8vPzMWHCBEyePFksj4iIwIcffggAkp/gMJlM2L17NxITE2EwVFapwWDAO++8g06dOqGwsBCrVq1y0Fu2bBnS0tIQFxeHZ599ViwPDAzE559/7tSHK1euICkpCV5eXvjiiy9gMpnEYx999BHCw8ORlJSE7OxsiTWhH4IgYNu2bVDjoSFXbCnVlaMnVVaKnJr15g6wEq8efrDSJ5Tqa9EnpMqy0k70gKVYtfZFbft65wq5OpQrlMFSrJ6UK2j8xDasxCvHj4+ndkdjfy+Ygkvh0+a6w7G6XlNhpU8o1adcoS0eO8GxcuVKAHD62khiYiJ8fX2RnJyM0tJSl87DcRy6du0KAMjKcpydrMuHHj16oF27djh27BjOnz8vlq9Zs0Z8pSYiIsJBx8fHB+PHj4fVasWaNWtc8psgCIIgCIIgCEIrfL0N8PUyAgACYi85HFu5ErhxoyG8Itwdj53gsC/82bNnzxrHvL290aVLF5SWluL06dMunys9PR0A0KxZM4fyI0eO1OpD1XK7nFIdgiAIgiAIgiAIlvjrooO4nG/7Z3JAzGXAaBWPmc3AkiUN5RnhznjkBEdBQYG420irVq2cytjLMzIyXDrX9u3bceDAAXh7e2PMmDEOx+y25figRIclavNbb1tKdeXoSZWVIqdmvbkDrMSrhx+s9Aml+lr0CamyrLQTPWApVq19Udu+3rlCrg7lCmWwFKsn5QoaP7ENK/FK9ePwxTzxb4OvBf7trzocr+s1FVb6hFJ9yhXa4ZG7qGRlZaFly5YAALPZ7LCOhZ3p06cjKSkJP/30E+677z5F5ykoKEB8fDxSU1Px4osv4v3333c47u3tDbPZjNTUVLRv376G/quvvop//vOf+Ne//oWXX34ZADBq1Chs2LAB33zzDWbNmlVDJzk5GSNHjsSoUaOwbt26en20r1JbnbS0NERHRyMlJUUs4zgOHMfV2L7WYDBAEASHd7lYlrWvGKxU1n4+d5N1Vj9yZFm9nnpee3dtJ65eezmyrF57ukfUL0vXnu4Resiyeu3pHlG/LF17ukeoLfvr/ot4Y/lxFJfbntwoTo1AztJ4B7m0NB7t2jX8tad7RP2yat0j7Ms7KN1FpeY3ezdhypQpOHbsmCydH374AQkJCTUq2RlSZOrCarXi/vvvR2pqKhISEvD222/XKmu/+FJ8sJfJ0VFKWVkZVqxYIX7u2bMnWrdujZUrV4rn8fPzw6hRo3D27FmcOHFClI2Li0NUVBTWrFkDi8UCwDahExoairCwMIdr16VLF0RHR2PDhg3imidGoxF33HEHLl68iEOHDomynTp1QkxMDDZt2oSioiKxfMKECcjKysL+/fvFsg4dOiA2NhZbt25FQUHl/tpjx47Frl27xKd4AKBdu3bo2rUrduzYgRtVXvgbM2YMCgsLsWPHDrGsTZs26NGjB3bv3o2cnByxfOTIkSgrK8O2bdvEspYtWyI+Ph779u3DlStXxPJhw4YBgMNOPc2aNUOfPn1w6NAhZGZmiuWDBg3CyZMnHXbhCQ8PR//+/XH06FFcuHBBLB8wYACCgoKwdu1asSw0NBSDBg3CsWPHxNelANvOP2FhYQ6L3wYHB2PYsGE4efIkUlNTxfL4+Hi0bNnSoT0EBARgxIgROHPmDE6dOiWW9+jRA23atMHq1athtdoSlq+vL0aPHo309HSHa9+1a1e0a9cO69atQ3l5OQDbor1hYWFo2rSp+CoZAMTGxqJDhw5ITk5GSUkJAFs/uPPOO5GZmYmDBw+KsjExMejUqRO2bNmCwsJCsXz8+PHIzs7G3r17xbL27dujc+fO+PPPPx3axJgxY7Bnzx7k5uaKZVFRUYiLi8POnTtx/XrlYlijRo1CcXExtm/fLpa1bt0aPXv2xN69ex0W/R0+fDisViu2bNkiljVv3hwJCQk4cOCAw1o9Q4cOhdFoxMaNG8WyiIgI9O3bF4cPH8bFixfF8gEDBuDMmTMObbJJkyYYOHAgjh496rCWT79+/dC4cWOsrrJEeaNGjeDn54eAgACkpaWJ5QkJCYiIiHC49kFBQbj99ttx6tQpnDlzRiyv6x6RmpqKkydPirK13SPGjh1bo53Udo8IDw9Hs2bNcPjwYVFWjXtEYmIirl27hj179ohlcu4RkZGR6N69u6R7RKtWrdCrVy9J9wj7ta9+jxg8eDB8fHywYcMGsUzLe4S/vz8CAwNx9uxZsVyte0RaWprDgKa2e0RiYiIuXLjg8DpmbfeIiIgING/e3CGXyLlHREdHo0uXLjXuEePGjUNubi527dollkVFRaG0tBRms1nSPaJ79+5Yv369w4r2td0jBEEAx3G4fPmyWO7sHtG0aVP069evxj1i4MCB8Pf3x/r168UyOfeIkJAQDBkyBCdOnHC49nXdI06fPu3wqq8a4wg59witxhHO7hFt27ZFt27dNLlH9OjRo0Y7kTOOcHaPCAsLw4ABA2TdI1JSUnDu3DmxXM44IiQkBIMGDZJ0jwgODsaQIUMkjSPs197ZPeL8+fMNOo6o7R6hxTiiRYsW6NWrV412ImccodY94vjx45LHEV0Di/BaXBl2ZXNYd8kAod1VGHzLwZd6i7LvvJOG77/vUOMeYW8nzu4R586dc/gnbV33iIyMDJfGEZ06dXLwAdBuHDF8+HCYzWbF44hmzZqhd+/eDvUA6D+OqO+7RmFhIYKCgqAYwU3p1auXAEDWz+bNmwVBEIT8/HyxLD8/36n9iRMnCgCE5cuXK/Lv4YcfFgAIMTExQk5OjlOZxo0bCwCEI0eOOD3+zDPPCACEefPmiWWTJk0SAAiffvqpU53ff/9dACBMnjxZkd92YmNjhdjYWMFqtYo/PM8LgiA4lFmtVkEQBIHn+XplzWaz8PvvvwsWi8Vlu3ZbZrNZlg9Wq1WwWCwOunXJ8jwv2q16TrVkncUhxd/aZKv6IKUu5ci6cu0bqp1IqR+124mcaySnTdVnt652IuXa11XvtflQ/Zx1XSO1ZVlpJ0qvfUO1E1fvEVrWu9x2osX9xFm9WywWyXVZWz+srd6tVqvT+0xt9V6XXVfaiav5Qe9conY7kSvrajuxn0+qrNR2IsWuK+3EWb1Lufb2czqLS6lsffWuVTtxNT9omUvUbCdS6kftdpKaXSCMmrtFCOx+XgAE8adTJ17geeVtqr5r72o7kVrvVe1W7YdSrlHV9l6XrBS7rLSTuurH/j1UKW77BEfV2TO5BAcHo1GjRsjPz0dmZiZiY2NryNhnvtu0aSPb/t///nfMnz8frVu3xoYNGxAWFuZUrk2bNsjNzUVmZia6desmyQf731Vn5tXy2xlVt72tq8z+WJFUWbXsGgwG8W+pPvAVj1pV1a3LB7ttZ+d2VdZZHGr7W7WstnKpsmpc+4ZoJ87k65NVq97VblNK/JV77Wur49rKqp+zLn0tZBuynegpq0Y7qUtWjXaiRr+3H5Ny7bW4n1T1o7pP9cnW1Q+ry9YnX1ts9dlV0k7UyA965xL7MbXbidJ+JKedyLELKGsn9dlV2k6c+dGQ44i66l2rdlLVNkuyWrSTqmVy+r0zP+qz275pEJY9OQBxxw/i7OFIUebUKQ6HDgE9e7J5PxEqnkZTUu8Gg0GUkeKv/fyu2GWpncg5nxw8cpFRwPboIwCHx9HsmM1mHDt2DD4+PoiJiZFl97333sO///1vNG3aFBs2bEDr1q0V+VC1vOrkhxIdgiAIgiAIgiAIlvH3NuFvDzSBsVGxQ3ldi40SRA0UP/vh5nzwwQcCAGHChAk1ji1dulQAIIwbN06Wza+++koAIISEhAiHDh2qV/6XX34RAAhxcXE1jh08eFAAUOPxnKysLMFgMAje3t5Cdna2w7HS0lIhPDxcMBgMwuXLl2X5Xh1XHw1yBs/zQn5+vvgIUkPZUqorR0+qrBQ5NevNHWAlXj38YKVPKNXXok9IlWWlnegBS7Fq7Yva9vXOFXJ1KFcog6VYPSlX0PiJbViJ11U/0nNuCo36nXF4TSUiQhAq3qpS5Rxq+ku5Qn1c/R7qsU9wzJo1C8HBwfjjjz+wdOlSsfzq1at44YUXAADPPfdcDb1OnTqhU6dOuHTpkkP5kiVL8Ne//hWBgYFYvXo1unfvXq8PkyZNQtu2bXHkyBF8/PHHYnlRURGefPJJpz40b94c9913H8rLy/HEE084LGjzwgsvICcnB/fffz+aNWtWfyUQBEEQBEEQBEEwQtuwAHQbmu9Qlp0NbNrUQA4RbofHTnCEhoZi/vz5MBgMmDJlCoYNG4a7774bMTExOHv2LGbPno3hw4fX0LOvCG42m8Wyq1evYtq0aeB5Hm3btsVXX32FGTNm1Pj5/fffHWx5eXlh0aJF8PPzw3PPPYe+ffvinnvuQYcOHbBr1y5MnDgRM2fOrOHDJ598gujoaPz222/o1KkT7r33XnTt2hXz5s1DdHS0w2QJSwiCgM2bN6uy04srtpTqytGTKitFTs16cwdYiVcPP1jpE0r1tegTUmVZaSd6wFKsWvuitn29c4VcHcoVymApVk/KFTR+YhtW4lXDj5fuawnvZnkOZZ/8t3J3GFb6hFJ9yhXa4raLjKrBXXfdhW3btuHdd9/F7t27UV5ejttuuw1PPvmk04mF2iguLha3pkpJSXHYlqgqUVFRmDhxokNZ//79sW/fPrzxxhvYsmULDh8+jOjoaDz//PN45plnnC60EhYWJur8/vvvWLZsGSIiIvDUU0/hrbfeQmhoqPRKIAiCIAiCIAiCYIRxXZuj1/AM7EoKEcvWrjTiL98dxgvj26NdmH/DOUcwj0dPcAC2vXzXrFkjWd7ZbFdUVJRLs2CdO3fGkiVLZOk0btwY8+bNw7x58xSflyAIgiAIgiAIgjV++GdzdFwsQOBtO20IZhOW/SFgw9mtGN+tObrU3ICDIAB48CsqRMOg5togrthSqitHT6qsFDlPW1OFlXj18IOVPqFUX4s+IVWWlXaiByzFqrUvatvXO1fI1aFcoQyWYvWkXEHjJ7ZhJV41/Ggf6YXRoxxnMW4ebwlBAJYfuYx/HTbh+V+PoKTc6vK5WB8/yZGnfgFwwq38Ag6hmM6dOwMAjh8/3sCeEARBEARBEAThaSxaBDzwgO1v/0AeXh0y0WhkCrgq8x5PD++AZ0d2bBgHCU1w9XsoPcFB6AbP8zhw4AB4nm9QW0p15ehJlZUip2a9uQOsxKuHH6z0CaX6WvQJqbKstBM9YClWrX1R277euUKuDuUKZbAUqyflCho/sQ0r8arpx4QJAkYnWvB/717DHR/sQ8gox8kNAGgS6O3SOVgfP8mRp35hgyY4CF3JzMxkwpZSXTl6UmWlyKlZb+4AK/Hq4QcrfUKpvhZ9QqosK+1ED1iKVWtf1Lavd66Qq0O5QhksxepJuYLGT2zDSrxq+HG1oBT3L9iBU13WYXnhHuzJuOZwnIOA50Z0wPQ+kS6fi/Xxkxx56he0yChBEARBEARBEATBEH8czkLKpfwa5e3CA3B/QmuEXDuGybe3h8FAq40SjtAEB0EQBEEQBEEQBMEMnVsGO3z2Nhrw06N90CuyMQRBwIoVxxrIM4J1aJFRwilaLDIqCALy8vIQEhICrvoLdDraUqorR0+qrBQ5NevNHWAlXj38YKVPKNXXok9IlWWlnegBS7Fq7Yva9vXOFXJ1KFcog6VYPSlX0PiJbViJVy0/MnOLMfCDzeLnj6Z0w93xrVU9hxq2KFeoDy0ySrgVPj4+TNhSqitHT6qsFDk1680dYCVePfxgpU8o1deiT0iVZaWd6AFLsWrti9r29c4VcnUoVyiDpVg9KVfQ+IltWInXVT9KzVY8+N1e8bO/txFjulRubZqfD+TmstEnlOpTrtAOmuAgdEMQBGzYsAFqPDTkii2lunL0pMpKkVOz3twBVuLVww9W+oRSfS36hFRZVtqJHrAUq9a+qG1f71whV4dyhTJYitWTcgWNn9iGlXjV8OPs1ZtIv1Ykfi4ut2LV4Wz8/juPe+4BmjcHnnwyu8H7hFJ9yhXaQmtwEARBEARBEARBEEzQvmkgYpsH48TlArHsry8VIm+r/X/zHHbsaInycsDXt2F8JNiFnuAgCIIgCIIgCIIgmMDXy4hfH++Hhwe0hbFilxT/TpcdZAoLvbF2bUN4R7AOTXAQuhIeHs6ELaW6cvSkykqRU7Pe3AFW4tXDD1b6hFJ9LfqEVFlW2okesBSr1r6obV/vXCFXh3KFMliK1ZNyBY2f2IaVeNXwI8DHhNfHx2LDs4MxuUdLeIWUwKflDfE4Z+CRtD4XVt71Vy1YHz/Jkad+QbuoELWgxS4qBEEQBEEQBEEQcnn9j2P4/AsBRcdbIqDzJfh3ugyjnxnPjuiIp0d0aGj3CBWhXVQIt4HneRw+fBg8zzeoLaW6cvSkykqRU7Pe3AFW4tXDD1b6hFJ9LfqEVFlW2okesBSr1r6obV/vXCFXh3KFMliK1ZNyBY2f2IaVeLXy4607O+O790Mx7d00BPXIgNHPDAD4OPkM8ovNiu2yPn6SI0/9wgZNcBC6cuHCBSZsKdWVoydVVoqcmvXmDrASrx5+sNInlOpr0SekyrLSTvSApVi19kVt+3rnCrk6lCuUwVKsnpQraPzENqzEq4UfHMdhYo+WeHRwuxrHjmXlu2Sb9fGTHHnqFzTBQRAEQRAEQRAEQTCO2crjlWUpDmWtGvshrnVIwzhEMAlNcBAEQRAEQRAEQRBMs+JIFtJzisTPfl5GLH2iPwJ9TA3oFcEatMgo4RQtFhkVBAHXr19HkyZNwHFcg9lSqitHT6qsFDk1680dYCVePfxgpU8o1deiT0iVZaWd6AFLsWrti9r29c4VcnUoVyiDpVg9KVfQ+IltWIlXSz9WHs3CUz8dcijrGBGI+3pHYVLP5gjx95Ztk/Xxkxz5W6Vf0CKjhFsRFBTEhC2lunL0pMpKkVOz3twBVuLVww9W+oRSfS36hFRZVtqJHrAUq9a+qG1f71whV4dyhTJYitWTcgWNn9iGlXi18iOxa3O8NLYTfEwGCAJQmtkYu36MwqyRzdHt6T14eelRlJqtsu2yPn6SI0/9giY4CB0RBAFr166FGg8NuWJLqa4cPamyUuTUrDd3gJV49fCDlT6hVF+LPiFVlpV2ogcsxaq1L2rb1ztXyNWhXKEMlmL1pFxB4ye2YSVeLf3gOA6PD4nG+mcGoXhJH2Qn9cfNQ5HgS72Rf7QFFu+9iJVHL+vqL+UK9qAJDoIgCIIgCIIgCMItaB3qj8Hdcx3Kik60gMDb1uUgPBua4CAIgiAIgiAIgiDchiFDLjp8tt70w4jGXTCua7MG8ohgBZrgIHQlNDSUCVtKdeXoSZWVIqdmvbkDrMSrhx+s9Aml+lr0CamyrLQTPWApVq19Udu+3rlCrg7lCmWwFKsn5QoaP7ENK/Hq4UePHl7wiShwKCs41kLRwpmsj5/kyFO/oF1UiFrQYhcVgiAIgiAIgiAINRj9cDbWfx8hfjb5WlBwwwQ/vwZ0inAZ2kWFcBsEQUBKSopqi2QptaVUV46eVFkpcmrWmzvASrx6+MFKn1Cqr0WfkCrLSjvRA5Zi1doXte3rnSvk6lCuUAZLsXpSrqDxE9uwEq+efeLrN8MBrvI8llIT/ljOK7LF6vhJjjz1Cxs0wUHohiAISE9PVy1BK7WlVFeOnlRZKXJq1ps7wEq8evjBSp9Qqq9Fn5Aqy0o70QOWYtXaF7Xt650r5OpQrlAGS7F6Uq6g8RPbsBKvnn2idSugc69Sh2M/Jcn7esv6+EmOPPULGzTBQRAEQRAEQRAEQbgdzeOvOnxes0bAtWsN5AzBBDTBQRAEQRAEQRAEQbgd9081gDNZxc8WC4dff21Ah4gGhxYZJf6/vXuPi6rM/wD+GS4CIgoqXlICQdPwfkFSMXV11cJri22WreHLXXcz29LS11arpK1tZlqWvdZ+ZdZqraVlKRRe0lS8oihqXhBB8YL3C+IFmDm/P2gmRmbgnDPnnHmG+bxfL1/lme/3Oc9zON/zHB5nzjikx0NGJUnC+fPn0bhxY1VPONaqLbW5SvLkxsqJ0/K4eQJRxmtEP0SpCbX5etSE3FhRzhMjiDRWvfuidftGzxVKczhXqCPSWL1pruD9k9hEGa/RNQEAEXGXcGZPuO31nj0lZGToc93WIp9zRdVc/T2UCxzkkF4LHGazGb6+vppM0GrbUpurJE9urJw4LY+bJxBlvEb0Q5SaUJuvR03IjRXlPDGCSGPVuy9at2/0XKE0h3OFOiKN1ZvmCt4/iU2U8bqjJuZ9UoQp40PsYo4fB2Ji9O8v5wrt8VtUyGNIkoTU1FTNHpKlti21uUry5MbKidPyuHkCUcZrRD9EqQm1+XrUhNxYUc4TI4g0Vr37onX7Rs8VSnM4V6gj0li9aa7g/ZPYRBmvO2pi0p9CUCu41C5m6VJ536Yi+v2TknjWRTkucBAREREREZFH8vcHBgwpsdv2n8Vm1ODf4akKXOAgIiIiIiIij/Xa32vb/b3wlD+2bCtzU2/InbjAQYaqW7euEG2pzVWSJzdWTpyWx80TiDJeI/ohSk2ozdejJuTGinKeGEGkserdF63bN3quUJrDuUIdkcbqTXMF75/EJsp43VETDz1kQlQL+4+lzP+P/bs65Lblal/0yGFdyMeHjJJDejxklIiIiIiISA8pKcDrr//29zqhZly54At/f7d1iVTgQ0ZdtG3bNjz66KOoX78+6tSpg+7du+Ozzz5T3M6ePXuQkpKC3r1747777kNAQAAiIiIwZswYZGdnV5l7+PBhjBo1CuHh4QgKCkL79u0xf/58WCyOH44TFRUFk8nk9M+RI0cU998IkiThl19+0ewhWWrbUpurJE9urJw4LY+bJxBlvEb0Q5SaUJuvR03IjRXlPDGCSGPVuy9at2/0XKE0h3OFOiKN1ZvmCt4/iU2U8bqzJp56yj7u5jVfrF+vri1X+6JlDutCGa9e4Pj222/x8MMP48cff0SHDh0wePBg5OTk4JlnnsHkyZNlt1NWVoZu3brh9ddfx5EjR9C5c2cMGzYMAQEBWLZsGbp164YVK1Y4zN2xY4ft9ejoaAwbNgyXLl3C5MmT8fjjj1d58o0dO9bhn3r16ik+FkaQJAk5OTmaTdBq21KbqyRPbqycOC2PmycQZbxG9EOUmlCbr0dNyI0V5Twxgkhj1bsvWrdv9FyhNIdzhToijdWb5greP4lNlPG6syZatQJiO9p/m8rchXdUteVqX7TMYV0o4+fuDrjL1atXkZycDLPZjJUrV+Kxxx4DAJw/fx4JCQmYP38+hg4din79+slqLz4+Hv/85z/xyCOPwMenfN3IYrFg+vTp+Ne//oVx48ahb9++aNiwoS2nrKwMY8aMwa1btzBv3jy8+OKLAICbN29i4MCBWLlyJZYsWYLk5GSH+1yyZIkLR4CIiIiIiKjm+HOyL1584be/b1zrjyOnbqHN/bWd5lDN4rXv4Pj4449x/fp1DB8+3La4AQCNGzfGnDlzAADz5s2T1Zafnx927NiBxMRE2+IGAPj4+GDWrFlo06YNioqKkJqaapf37bffIjc3Fx07drQtbgBAnTp1sHDhQkV9ICIiIiIi8mZPPekDX9/f3p0glfpi7IwzsFhq7jsWyJ7XLnCsWbMGAJCUlFTptcTERAQGBmL9+vW4c6fqtzVVx2QyoX379gCAs2fPyu5D586dER0djYMHDyI/P9+lPojCZDKhW7duMJlMbm1Lba6SPLmxcuK0PG6eQJTxGtEPUWpCbb4eNSE3VpTzxAgijVXvvmjdvtFzhdIczhXqiDRWb5oreP8kNlHG6+6aCA8HBg+23569KRTLdp1S3JarfdEqh3WhjNd+i0pYWBiuXbuGQ4cOITY2ttLrcXFxyMzMxL59+9CxY0eX9tWtWzfs2bMHixcvtvu4SadOnbB//36kpqbi0UcfrZQ3atQorFixAqtWrcLw4cNt26OionDy5EnMmTMHubm5CAgIQNu2bTFy5EiEh4e71FcrfosKERERERF5mv/9Dxg9usIGk4SE6TuwJaWH2/pE8vFbVFS4ceMGrl27BgBo3ry5wxjr9lOnHK/2ybV161bs2bMHtWrVwuDBg+1es7attg9Tp07FokWLsGDBAkyYMAFRUVH45JNPXOqvniwWC7777jun3w5jVFtqc5XkyY2VE6flcfMEoozXiH6IUhNq8/WoCbmxopwnRhBprHr3Rev2jZ4rlOZwrlBHpLF601zB+yexiTJeEWpi2DCgTp0KGyQTDm2ph6OFRYrbcrUvWuSwLpTxyoeM3rx50/b/tWs7fuBMcHBwpVilbty4gXHjxgEAXnzxRTRt2tRhP5T2YdiwYejXrx+6du2K8PBwnDhxAosXL8Z7772H8ePHo0GDBhgxYoSsPlpXyO6Vm5uLmJgYu5Pf+jW09xaEj48PJEmyexqvo1jr/0uSpFm71v/K7YN1/xVzq4q1vn2rYp8tFgt8fHw0iXU0Djn9dRZbsQ/3xjo6PkpiXfnZK4nV4zypasxanyf39k2rc6q6dqs6T+T87Ks67s76cO8+q/sZaRkrynmi9mevJFbL88TVa4Sex13NeaL19cTRcXdWW46Oj5LYiqqruXvniqr6q+Y8cXV+UBIr4nmiNNbV88S6P63PEzntunqeVOyH3J+9o5p0Nba6467XeeLq/KDnXGKlxXlyb6zSuq/YDz2uEdWdJ0FBEkaOBP77398+hlF8qBm+yjyFVx99sNr+KjlPHPWjup99xTqU8zOqeL7f24eKsXLaldvfe/sgJ1aP+UENj13gSEpKwsGDBxXlfP755+jevbvTH3RFcmKqYjab8eSTTyInJwfdu3fHzJkzncY6+wyUsz4sWLDA7u9t27bFO++8g9atW2PChAmYNm2a7AWOqty9exerV6+2/b1Lly6IiIjAmjVrbH0LCgrCwIEDcfz4cfzyyy+22I4dOyIqKgo//PADysrKAAC1atUCAOTn59v97Nq1a4eYmBisW7fO9swTX19fDBkyBAUFBcjKyrLFtmnTBq1bt8amTZsAwPbg1uHDh+Ps2bPIzMy0xbZq1QqxsbH4+eefcePGDdv2Rx55xC4XAKKjo9G+fXtkZGTgypUrtu2DBw9GUVERMjIybNsOHDiAzp07Y8eOHbh48aJt++9//3vcvXsXmzdvtm3bt28funXrht27d6OwsNC2vd+v386zceNGW1+aNGmC+Ph4ZGVl4fTp07bY3r17V+pveHg4evbsiezsbJw8edK2vVevXggJCcGPP/5o21a/fn307t0bBw8exIkTJ2zb4+Pj0bBhQ7t269ati379+uHw4cPIycmxbe/WrRuaNWtmdz4EBwdjwIABOHbsGI4cOWLb3rlzZ9x///1IS0uD2WwGAAQGBmLQoEE4ceKE3c++ffv2iI6ORnp6OkpKSgCUP7QXKH/nUnZ2ti02NjYWrVq1wvr163H79m0A5bUzbNgwnD59Gnv37rXFtm7dGm3atMGmTZtQVPTbav3QoUNx/vx57Nq1y7atZcuWaNu2LbZs2WJ7ZxcA2zuuKh6fqKgodOzYEdu2bcPly5dt2wcOHIhbt25h69attm0RERHo0qULdu3ahfPnz9u29+/fH2az2XYOA8DevXvRvXt37Nmzx+5ZPX379oWvry82bNhg29a4cWM89NBD2LdvHwoKCmzbe/XqVam/DRo0QEJCArKzs+2e5dOjRw+EhYUhLS3Nts369dKHDx9Gbm6ubXv37t3RuHFju599SEgIfve73+HYsWN2+6zqGmFt0xrr7BrxyCOP2PpqjXV2jQCA06dPY9++fba+Wa8RP/30E4qLi23blVwjEhMTcenSJezcudO2Tck1IjIyEp06dZJ1jWjevDm6du1a7TUCADIzM/HQQw9VukY8/PDDCAgIwLp162zb9LxGAMCRI0dw/Phx23atrhF5eXkAfvvZO7tGJCYm4uTJk9i/f7+tXWfXCAA4c+aM3Vyi5Bpx+PBhtGvXrtI14tFHH8XVq1exfft227aoqCgA5V8BL+ca0alTJ7vxAo6vEdZ/INm7dy/OnTtn2+7oGrF792706NGj0jUiISEBtWvXxtq1a23blFwjQkND0adPH/zyyy92P/uqrhFHjx7F0aNHbdu1uI9Qco2o6j5C62vEoUOH0KFDB12uEZ07d7YbL+D4GuHsPsLRNWLnzp3o1auXomuE9e3i1n4ouY+wknONsJJzH5Gfn4+YmBiH1wjrO6Ct/TP6PsLZNUKP+4j77rsPXbt2tRsvoOw+QqtrxOHDh+36odc1wsrRNSIvLw8xMYUAeqJu/VtA6zOoE3sWn2+7ieg7x1HH/7drhLVWrP1Veo1o06ZNpeMu9z4iNTVV0TXi9u3bKC0trfY+IjU11ek1Ii4urlJ/jb6PqO53jaKiIoSEhEA1yUN17dpVAqDoz8aNGyVJkqTr16/btl2/ft1h+yNGjJAASN9//72q/o0bN04CILVu3Vq6ePGiw5iwsDAJgLR//36Hr7/wwgsSAGnBggWy9mk2m6VGjRpJAKQTJ06o6rdVbGysFBsbK5nNZtsfi8Vi20/FP5IkSRaLpdrY0tJSad26dVJZWZnL7ZaWlkpr166VSktLFfXBbDZLZWVldrlVxVosFlu7FfepVayjccjpr7PYin2QcyyVxLrys3fXeSLn+Gh9nij5GSk5p6prt6rzRM7Pvqrj7qwP9+6zqp+R1rGinCdqf/buOk9cvUboedyVnid6XE8cHfeysjLZx7KsrExat25dpTp0dtzNZrPD64yz415Vu66cJ67OD0bPJVqfJ0pjXT1PrPuTGyv3PJHTrivniaPjLudnb92no3Gpja3uuOt1nrg6P+g5l2h5nsg5PlqfJ0p+RnLOk5ISs/Tzz2bpStEdqdUraVLktDVS5LQ1UvrBs5qeJ3KPe8V2K9ahnJ9RxfO9qlg57YpynlR1fKy/h6rltQ8ZDQ0NxfXr13V5yOjLL7+MuXPnIiIiAhkZGYiIiHAYp/Yho1Xp2bMntm/fjoyMDPTs2VNRvyviQ0aJiIiIiMjTPb5oO3bllb9rYmK/GLw8qI2be0RV4UNGVbIuWlR8O5pVaWkpDh48iICAALRu3VpRu2+++Sbmzp2LRo0aYd26dU4XN6rrQ8XtHTp0kL3/q1evAgDq2D1ZRwySJOHo0aMuf/zH1bbU5irJkxsrJ07L4+YJRBmvEf0QpSbU5utRE3JjRTlPjCDSWPXui9btGz1XKM3hXKGOSGP1prmC909iE2W8ItZEnwd++5bJbbmX7V4T/f5JSTzropzXLnAkJiYCAFasWFHptTVr1uDOnTvo378/AgMDZbf50Ucf4ZVXXkFoaCjS09OrXRypqg9ZWVk4ceIEYmNj0aJFC1n7P3ToEI4ePYratWvbPg8mEkmScOTIEc0maLVtqc1Vkic3Vk6clsfNE4gyXiP6IUpNqM3XoybkxopynhhBpLHq3Ret2zd6rlCaw7lCHZHG6k1zBe+fxCbKeEWsiZt3y2z/f/yC/Zc3iH7/pCSedVHOaxc4xo8fj7p16+K7777DN998Y9t+4cIFTJ06FQAwefLkSnlt2rRBmzZtcObMGbvtK1aswN/+9jfUqVMHaWlptgeHVWXkyJFo0aIF9u/fj/nz59u2FxcXY+LEiQ77kJ6ejj179lRqKzs7G6NGjYIkSRg/frztgZ5ERERERETeaFvuJSz6+beHp9cN9Hdjb8gIHvstKq6qX78+Fi9ejMcffxxJSUno06cPGjZsiPXr1+PatWt4/vnn0b9//0p51if9lpaW2rZduHABTz31FCwWC1q0aIFFixZh0aJFlXJHjBhh9+0m/v7+WLp0KQYMGIDJkydj+fLliIyMxJYtW3Du3DmMGDECycnJdm1s374dr7/+OiIjIxETE4Pw8HDk5eVh7969KCsrQ58+ffDmm29qdJSIiIiIiIjEd/12KT7ZmoesU1dxpbgEJWUW5FR4x0aQvy/mPa7s2Yrkebx2gQMA/vCHP2Dz5s144403sGPHDpSUlODBBx/ExIkTKy0sVOXWrVu2r6Y6cOAADhw44DAuKiqq0te39uzZE7t378aMGTOwadMm7Nu3DzExMZgyZQpeeOEF+PjYv8lm0KBBKCgowO7du7F//35cv34ddevWRUJCAp566ikkJyfbvj5RNCaTCZ07d3b6tbhGtaU2V0me3Fg5cVoeN08gyniN6IcoNaE2X4+akBsrynliBJHGqndftG7f6LlCaQ7nCnVEGqs3zRW8fxKbKON1Z028tz4HizPynOa9ldQB8dENZLXlal+0zGFdKOO136JCVeO3qBARERERkaeYm34UH2w87vA1Xx8Tvn+uFxrWCUCjkIAa/Qu+p+O3qJDHsFgsWLNmDSwWi1vbUpurJE9urJw4LY+bJxBlvEb0Q5SaUJuvR03IjRXlPDGCSGPVuy9at2/0XKE0h3OFOiKN1ZvmCt4/iU2U8bqzJv7WNwZje0Q6zDFbJCQu2Ir42RswfGEGiu6UatJfzhXi4QIHGcpsNgvRltpcJXlyY+XEaXncPIEo4zWiH6LUhNp8PWpCbqwo54kRRBqr3n3Run2j5wqlOZwr1BFprN40V/D+SWyijNddNREc4IfXh7fDzy/3RZsmIU5zs09fx5acS1W25WpftM5hXcjHBQ4iIiIiIiKqESIbBOObZ3viqfj70SkitNLrJhMQEVbb+I6RIbjAQYYKDAwUoi21uUry5MbKidPyuHkCUcZrRD9EqQm1+XrUhNxYUc4TI4g0Vr37onX7Rs8VSnM4V6gj0li9aa7g/ZPYRBmvO2uizGxB4fU72HfqGlo0DEaQf+UvX0gZ2hbtm9erti1X+6JlDutCPj5klBziQ0aJiIiIiEhUxXfL8NHmE3hvQw4AoEFwLVy5VQJnv92GBPhh7uMdMahtEwN7SUrxIaPkMSRJQm5uLrRYU3OlLbW5SvLkxsqJ0/K4eQJRxmtEP0SpCbX5etSE3FhRzhMjiDRWvfuidftGzxVKczhXqCPSWL1pruD9k9hEGK/FIuFuqRkHj+Tg+u0SXC0uwYWiOzh3/TYKrtxC3qVi5JwvwuFzN3DwzHVknbqKzPwr2J57GVtzLmHT0QtY/8t5/HiwEGuyz+K/2/MRP3s92s9Ix0tf78ekL7Pw588z8adPdmLYuz+h7Yx02+IGAFwudr640TEiFN9PSqi0uCH6/ZOSeNZFOT93d4C8hyRJOHjwIFq0aOHyVzO50pbaXCV5cmPlxGl53DyBKOM1oh+i1ITafD1qQm6sKOeJEUQaq9590bp9o+cKpTmcK9QRaazeNFcYef8UFRWFzJPXkHepuHw7YPvFVYIEySJhf/YhtG/vA5OPj+3FinEWiwUHDx5C23YmACbb69b92O/313YrbJYqbK8Yd29+eQzuyZVs2ysGyomz7bNSXyT7Ptx7TCQJJ07koUWL2zCZTL/F/xpn+XX/ZrOEMouEMoul/L9mC8yWX7eZf91eMcYs/fZ6xdfM5fnmCnkWuwEfg5ZW7DmtKL5+cC20aRKC2KZ1MbhdE3SNDHN4/ol+/6QknnNFOS5wEBERERGRMJ7/3z6kHiisJsoXX+f9Um3MyvzDWnXLA/hgc+FJd3dCCFeKS7At9zK25V7Gx1vzqon2w+v712PjS/0QEugHH5+a+Yu/t+ACBxERERGRh5AkCW+nH8WHm3JVtuCHv2//weBcJXl+AKpb3CDS1pVbpeg4c63KbDV1oTRHbnx5XMtGdeDnY4Kfrwm+Pj7w8zHhvtAgTOwbrbCfnocLHGQYk8mE9u3ba/J2KFfaUpurJE9urJw4LY+bJxBlvEb0Q5SaUJuvR03IjRXlPDGCSGPVuy9at2/0XKE0h3OFOiKN1R1zxYlLxS4sbhCRNzh+4WalbXtOXsW6XwrxxRMPCnH91Au/RYUc4reoEBEREYnn5t0yDH53M05fve3urhCRB/rm2Z7ocn+Yu7vhlKu/h/IdHGQYi8WC9PR0DBo0CD4+rn2Bjyttqc1Vkic3Vk6clsfNE4gyXiP6IUpNqM3XoybkxopynhhBpLHq3Ret2zd6rlCaw7lCHZHG6o65ok6AH9a92Adf7ynAhRt3K8VLcPxvl5KEXx9EeQLR0dG2f8F19i+d9/4TqCRJyMs7gShnDyd00pBFkpCXl1fpoYbOHvSZn5+PyMgoJw+E/G2MJ/PzERkVBRNMDscsSRJOnjyJyPsjAQUPf3S43Wm8k+2QHL6utB1HWXfLLFiz/xxKzJaqkkilkZ2bwWQCSs0SVu8/6+7uaCq0tj/+2C0ChQe3w9J8sNuvn3rhAgcZqqSkRIi21OYqyZMbKydOy+PmCUQZrxH9EKUm1ObrURNyY0U5T4wg0lj17ovW7Rs9VyjN4VyhjkhjdcdcEVTLF3/qEaW4HYvFgtWrj2HooNaqFv1Wrz6GoYPbKP4HotWrczD0kerzymOPY2jig9Uu+lUXVx6Ti6FDY2vcL3LzHu9UaVv5eFdj6NChbv8HIr37oeU+qmrr/dGdIUlSlR/nUNMXpTly4+XEWeu4JqtZ1U5ERERERESkgZr8rIqaigscZCg/P+3eNORKW2pzleTJjZUTp+Vx8wSijNeIfohSE2rz9agJubGinCdGEGmsevdF6/aNniuU5nCuUEeksXrTXMH7J7GJMl5vqgm1+Zwr9MOHjJJDfMgoERERERERGcnV30P5Dg4yjCSVPzhKizU1V9pSm6skT26snDgtj5snEGW8RvRDlJpQm69HTciNFeU8MYJIY9W7L1q3b/RcoTSHc4U6Io3Vm+YK3j+JTZTxelNNqM3nXKEvLnCQYSRJwv79+zW7GKltS22ukjy5sXLitDxunkCU8RrRD1FqQm2+HjUhN1aU88QIIo1V775o3b7Rc4XSHM4V6og0Vm+aK3j/JDZRxutNNaE2n3OFvrjAQUREREREREQejwscREREREREROTxuMBBhjGZTIiNjdXk65ZcaUttrpI8ubFy4rQ8bp5AlPEa0Q9RakJtvh41ITdWlPPECCKNVe++aN2+0XOF0hzOFeqINFZvmit4/yQ2UcbrTTWhNp9zhb74LSrkEL9FhYiIiIiIiIzEb1Ehj2GxWLB27VpYLBa3tqU2V0me3Fg5cVoeN08gyniN6IcoNaE2X4+akBsrynliBJHGqndftG7f6LlCaQ7nCnVEGqs3zRW8fxKbKOP1pppQm8+5Ql9c4CBD3b59W4i21OYqyZMbKydOy+PmCUQZrxH9EKUm1ObrURNyY0U5T4wg0lj17ovW7Rs9VyjN4Vyhjkhj9aa5gvdPYhNlvN5UE2rzOVfohwscREREREREROTxuMBBhtLygTautOXKg4S0jpX70C1vIsp4jeiHKDWhNl+PmpAbK8p5YgSRxqp3X7Ru3+i5Qs0DGLWKE+k80ZtIY/WmuYL3T2ITZbzeVBNq8zlX6IcPGSWH+JBRIiIiIiIiMhIfMkoeQ5IkFBQUQIs1NVfaUpurJE9urJw4LY+bJxBlvEb0Q5SaUJuvR03IjRXlPDGCSGPVuy9at2/0XKE0h3OFOiKN1ZvmCt4/iU2U8XpTTajN51yhLy5wkGEkScLevXs1uxipbUttrpI8ubFy4rQ8bp5AlPEa0Q9RakJtvh41ITdWlPPECCKNVe++aN2+0XOF0hzOFeqINFZvmit4/yQ2UcbrTTWhNp9zhb64wEFEREREREREHo/P4CCHQkJCUFpaipiYGE3bLSoqQkhIiNvbUpurJE9urJw4LY+bJxBlvEb0Q5SaUJuvR03IjRXlPDGCSGPVuy9at2/0XKE0h3OFOiKN1ZvmCt4/iU2U8XpTTajN51zhXG5uLvz9/VFUVKQqn+/gIIeCg4Ph7++vaZsWiwV37tyBxWJxa1tqc5XkyY2VE5ebm4sLFy4o6qsn0/I8Eb0fotSE2nw9akJurDfVhSg1YURftG7f6LlCaQ7nCnW8qSa03gfvn2ouUerCm2pCbT7niqr5+/sjODhYfQMSkUHy8vIkAFJeXp5b21KbqyRPbqycuNjYWCk2NlZRXz2ZlueJ6P0QpSbU5utRE3JjvakuRKkJI/qidftGzxVKczhXqONNNaH1Pnj/VHOJUhfeVBNq8zlX6Ivv4CAiIiIiIiIij8cFDiIiIiIiIiLyeFzgIMOEhoZixowZCA0NdWtbanOV5MmN1fKY1BSiHBMj+iFKTajN16Mm1PalJhPpeOjdF63bN3quUJrDuUIdkY6HN80VvH8SmyjHxJtqQm0+5wp98VtUiATXtm1bAMChQ4fc3BMicbAuiOyxJojssSaIKvOGuuA7OIiIiIiIiIjI4/EdHERERERERETk8fgODiIiIiIiIiLyeFzgICIiIiIiIiKPxwUOIiIiIiIiIvJ4XOAgIiIiIiIiIo/HBQ4iIiIiIiIi8nhc4CAiIiIiIiIij8cFDiIiIiIiIiLyeFzgICIiIiIiIiKPxwUOohpm8+bNGD58OCIjI2EymZCSklJtzoYNG+Dr64uoqCjd+0dkNLk1sWLFCnTv3h3169dHYGAgWrZsiddeew0lJSXGdpjIAHLr4tNPP0W/fv0QHh6OkJAQdO3aFcuWLTO2s0QGkFsTau6ziDyRknN97dq16Nq1KwIDA9GsWTO89tprMJvNxnW2Ai5wENUwN2/eRGxsLObMmYMmTZpUG3/27FmMHTsWAwcONKB3RMaTWxP169fH1KlTsWXLFhw5cgRvv/02PvroI7z00ksG9pbIGHLrYsOGDRg2bBjS0tKQlZWFJ554Ak8//TSWL19uYG+J9Ce3JpTeZxF5KrnnelZWFoYMGYKHH34YWVlZWLBgAT744AO8+uqrBva2AomIVMvMzJTefPNNaeTIkdJ9990nAZACAgKqzbt9+7Y0ffp0qVWrVlJAQIDUtGlTKTk5WSooKNC0f5GRkdKMGTOcvl5WViY9/PDD0pw5c6QZM2ZIkZGRmu6fvI+n18S9XnjhBaldu3aa9oG8T02ri0ceeUR67LHHNO0DeZeaUhNKa4fIGU+uiSeffFLq0qWL3bb33ntPCgoKkoqKijTthxx+7llWIaoZZs2ahe+++05Rzp07d9C/f39s27YNTZs2xfDhw5Gfn49PP/0Ua9aswfbt2xETE6NTj+298sorCA4OxksvvYTXX3/dkH1SzebpNVHR4cOH8cMPP/DdTeSymlQXAHDt2jVERES4Zd9UM9S0miBylSfXREZGBp5++mm7bYmJifj73/+OPXv2oE+fPrr3oSIucBC5oEePHujYsSPi4uIQFxcn662Ks2fPxrZt29CjRw+sXbsWderUAQDMmzcPU6ZMwbhx4/Dzzz/b4q9cuYIrV65U2WbdunXRqFEjRX1PTU3FsmXLkJWVBZPJpCiXyBlPrgmrOnXqoLS0FCUlJZgwYQLmz5+vqh0iq5pQF1afffYZMjMz8cEHH7jUDnm3mlQTRFrw5Jo4d+4cmjZtarfN2v+zZ88qaksThr9nhKgGQzVvJyspKZFCQ0MlANLevXsrvd6hQwcJgJSZmWnbNmPGDAlAlX/Gjh3rcH/O3k5WUFAghYeHSxs3brTbDz+iQlrzlJqoKCcnR8rOzpYWL14sNWrUSJo+fbqssRLJ5Yl1IUmStGrVKikgIEBavHhxtbFESnhqTfAjKqQXT6qJWrVqSQsXLrTbVlxcLAGQvvzyy+oHqzE+ZJTIQFu3bsW1a9cQExODzp07V3o9KSkJALB69WrbtunTp6O0tLTKP4sXL1bUj8zMTFy8eBEDBgyAn58f/Pz8MHPmTJw8eRJ+fn6K2yNSS5SaqKhly5Zo3749kpOTMWfOHLzxxhsoLi5W3R6RUiLWxf/+9z/88Y9/xH/+8x8kJyerbodIDRFrgsidRKqJpk2b4ty5c3bbrH+/950dRuBHVIgMtH//fgBAly5dHL5u3W6NAwAfHx/4+Gi7Ftm/f38cOHDAbtuHH36I7777Dunp6WjWrJmm+yNyRpSaqIokSSgtLTVsf0Si1cX//d//YdKkSViyZAmeeOIJXfZBVBXRaoLI3USqiV69euGHH37ArFmzbNvS0tIQFBSErl27ar6/6nCBg8hAp06dAgA0b97c4evW7dY4NW7evInjx48DAEpKSlBYWIh9+/ahVq1aiI2NBQCEhISgXbt2dnmNGjWCv79/pe1EehKlJoDyB3zFx8cjOjoakiRh165dmDZtGoYPH47Q0FDV+ydSSqS6mDdvHqZOnYqFCxeib9++KCwsBAD4+voiPDxc9f6JlBCpJuTGEelJpJqYMmUKHnroIUyZMgXjx4/H4cOHMX36dDz//PO254IYiQscRAa6efMmAKB27doOXw8ODraLUyMzMxP9+vWz/X3RokVYtGgRIiMjkZ+fr7pdIj2IVBO3b9/GpEmTUFBQAD8/P0RFReHFF1/E888/r3rfRGqIVBcLFiyA2WzGX//6V/z1r3+1beecQkYSqSZ4n0UiEKkmunTpgtWrV+Mf//gHPvjgAzRo0ADPPvssZs6cqXrfruACB5GBJEkCAKffWmJ93RV9+/ZV1U5KSgpSUlJc3j+REiLVxOzZszF79myX90fkKpHqgr+wkQhEqgm191lEWhKpJgBg0KBBGDRokMv71AI/mEZkoJCQEABw+sDCW7duAYBb3s5F5A6sCaLKWBdE9lgTRPZYE85xgYPIQPfffz8A4PTp0w5ft263xhHVdKwJospYF0T2WBNE9lgTznGBg8hAHTt2BADs3bvX4evW7R06dDCsT0TuxJogqox1QWSPNUFkjzXhHBc4iAzUq1cv1KtXD7m5ucjKyqr0+ooVKwAAQ4YMMbprRG7BmiCqjHVBZI81QWSPNeEcFziIDFSrVi0899xzAIDnnnvO7nNz8+bNQ3Z2NhISEhAXF+euLhIZijVBVBnrgsgea4LIHmvCOZPExwATqZaamopZs2bZ/r5z506YTCZ0797dtu2f//wnEhMTbX+/c+cO+vbti507d6Jp06bo3bs3Tp48iZ07d6JBgwbYsWMHWrZsaeg4iLTCmiCqjHVBZI81QWSPNaEdfk0skQsuXryInTt32m2TJMlu28WLF+1eDwwMxMaNG/Hmm2/iiy++wKpVqxAWFoaxY8di1qxZiIiIMKTvRHpgTRBVxrogsseaILLHmtAO38FBRERERERERB6Pz+AgIiIiIiIiIo/HBQ4iIiIiIiIi8nhc4CAiIiIiIiIij8cFDiIiIiIiIiLyeFzgICIiIiIiIiKPxwUOIiIiIiIiIvJ4XOAgIiIiIiIiIo/HBQ4iIiIiIiIi8nhc4CAiIiIiIiIij8cFDiIiIiIiIiLyeFzgICIiIiIiIiKPxwUOIiIiIiIiIvJ4XOAgIiIitykuLsb8+fPRr18/NG7cGLVq1UJYWBh69OiB6dOn49SpU+7uokcpKytD69at0aNHjyrj3nrrLZhMJphMJmzfvt1p3Llz5xAUFISJEydq3VUiIiLNcYGDiIiI3GLHjh1o1aoVJk+ejF27dqFdu3ZISkpCz549kZubi1mzZuGBBx7A+vXr3d1VQ2zatAkmkwnPPPOM6jYWLVqEY8eOYcaMGVXGLV261Pb///3vf53GNW3aFH/5y1/w0Ucf4ejRo6r7RUREZAQucBAREZHhsrOz8bvf/Q7nzp3DtGnTcOHCBWzYsAFffPEFUlNTUVhYiJUrV6J58+Y4ffq0u7vrEe7evYuZM2eiU6dOGDx4sNO4rKwsHDx4EE2aNIHJZMJXX32F0tJSp/FTp06FxWLB9OnT9eg2ERGRZrjAQURERIaSJAljxozB7du3kZKSgn//+98IDg62i/Hx8cFjjz2GPXv2oFu3bm7qqWdZsWIFLly4gD/96U9VxlnfsTFhwgT07t0bly9fRlpamtP4Zs2aoV+/fvj2229x/vx5TftMRESkJS5wEBERkaHS09Nx4MABNG/eHK+++mqVsfXq1UO7du1sf+/bty9MJhPy8/Mrxebn58NkMqFv375221NSUmAymbBkyRLs2rULQ4YMQYMGDWAymbBv3z67j4YUFhZi/PjxaN68Ofz8/PDuu+/atT9hwgRERUUhICAA4eHhSEpKQnZ2dqW+LFmyBCaTCSkpKTh16hSefPJJhIeHIygoCN26dcPq1avt4p955hn069cPAPDZZ5/Zno9hbUOOjz/+GCaTCaNHj3YaYzab8eWXXwIAxowZgzFjxgCw/8iKI08++SRKS0uxZMkSWX0hIiJyBz93d4CIiIi8S2pqKgBg1KhR8PMz7lZk8+bN+Mtf/oIHHngAAwcOxNmzZ+Hj89u/9Vy8eBFxcXEoKytDQkIC7ty5g9q1awMAtm7disTERNy4cQNt27bFsGHDcObMGXzzzTdIS0tDamqqbYGiovz8fMTFxSEwMBAJCQk4f/48tm/fjhEjRuCHH37AwIEDAQAJCQkoLCxEeno6YmJikJCQYGujU6dO1Y6tqKgIW7ZsQZs2bdCkSROncevWrUNhYSHi4+PRsmVLNGzYEJMmTcLq1atx7do1hIaGOsyzLhqlpqZi2rRp1faHiIjIHbjAQURERIbKysoCAHTp0sXQ/X766ad46623MHXqVLvtmzZtAgCkpaVh5MiR+OKLLxAYGGh7/caNGxg1ahRu376Nr7/+GklJSbbX1q9fj8TERDz99NM4ceIEatWqZdf2Z599hkmTJmHevHm2xZz33nsPL7zwAt544w3bAsf48ePRsmVLpKenIyEhQfE7JTIyMmA2mxEXF1dlnPXjKdZ3boSGhiIxMRHffPMNVqxYgfHjxzvMi46ORsOGDbFr1y7cvXsXAQEBivpHRERkBH5EhYiIiAx1+fJlAEB4eLih+23Xrh1efvllp68HBATg/ffft1vcAIDFixejsLAQL730kt3iBgAMGDAAzz77LM6cOYM1a9ZUajM6OhrvvPOO3TtVJk6ciLCwMOzYsQMlJSUujqqc9WMyrVu3dhpz8+ZNrFq1Cn5+fnjiiSds262LHVV9m4q17bt37/LbVIiISFhc4CAiIiJDSZLklv0OHToUJpPJ6etdunRBs2bNKm1ft24dAGDEiBEO86wfJ9m9e3el1/r27Qt/f3+7bX5+foiOjkZpaaltscdVFy5cAACEhYU5jVm5ciVu3bqFwYMHo2HDhrbtiYmJqF+/PrZs2YKTJ086za9fvz6A8o/yEBERiYgLHERERGQo6y/XRv+ifP/996t63fpA0/j4eLuHf1r/WN/VcenSpUq5zZs3d9hmnTp1AJR/tasWrl+/DgAICQlxGnPvx1OsatWqhVGjRkGSJCxbtsxpft26de32RUREJBo+g4OIiIgM1alTJ2RkZGDv3r2Vftl2hcViqfL1ez96Ivd1s9kMoPyhqNaHjjoSHx9faVtV7xjRUr169QCUPy/EkTNnzmDjxo0AgLlz5+L999+3e936DpClS5filVdecdiGdWHDui8iIiLRcIGDiIiIDJWYmIiFCxfi66+/xpw5cxR9k4r1IZ43b96s9FpBQYFmfayoefPmOHr0KF577TV06NBBl324qlGjRgCAK1euOHx92bJltgWgzMxMp+0cPnwYe/bsQdeuXSu9dvXqVQDGPzuFiIhILn5EhYiIiAw1ePBgtG3bFqdPn8a//vWvKmNv3LiBQ4cO2f7etGlTAMCxY8cqxa5du1bbjv5qwIABAIBVq1bp0r6VdfGmrKxMcW7Hjh0BAEeOHHH4+tKlSwGUf82rJEkO/1jfuWGNvdeRI0cQGBhY5YNMiYiI3IkLHERERGQok8mEpUuXIjAwECkpKfjHP/6B4uJiuxhJkvD999+jW7dudg/v7NOnDwDgnXfewa1bt2zb169fj3fffVeX/k6YMAHh4eGYPXs2Pv3000oPSS0uLsbnn3+O06dPu7Sf++67DwBUfUtJz5494evri127dlV6bd++fThw4AAaNGiA3//+907bGD16NADgyy+/tH0sxyo3NxeXL19G9+7d+RWxREQkLC5wEBERkeE6deqE9evXo3Hjxvj3v/+NRo0aYcCAAXjqqacwZMgQNG3aFMOHD0dBQQEiIiJseaNHj0br1q2xbds2PPjgg0hKSkJ8fDwGDRqEZ599Vpe+hoWF4dtvv0VwcDDGjRuHFi1aYMiQIfjDH/6AuLg4NG7cGGPHjnX4kFEloqKi0KFDB2RmZqJ79+5ITk7G+PHj8f3331ebGxISgt69eyMnJ6fSQov14aJJSUmVvtGlonbt2qFt27Y4f/687ZtjrDZt2gQAePTRRxWOioiIyDhc4CAiIiK36NWrF44fP465c+ciLi4O2dnZ+Oqrr5CRkYGoqCjMmDEDOTk56N+/vy0nKCgIGzZswOjRo1FUVIS0tDRYLBYsX74cEydO1LWvBw4cwJQpUxAUFISffvoJa9euxY0bNzBkyBAsX74csbGxLu9n5cqVGDFiBE6cOIHPP/8cn3zyCfbu3Ssr989//jOA8ndgWJnNZtvfn3jiiWrbsMZYF0WsvvjiC/j7++OZZ56R1RciIiJ3MEnu+jJ6IiIiItLM3bt3ERkZiUaNGiE7O1uzdk+fPo3IyEgkJSVh+fLlmrVLRESkNb6Dg4iIiKgGCAgIwPTp03HgwAGkpaVp1u7bb78NHx8fzJw5U7M2iYiI9MB3cBARERHVEGVlZWjbti3CwsKwY8cOl9s7d+4coqOjkZycjA8//FCDHhIREemHCxxERERERERE5PH4ERUiIiIiIiIi8nhc4CAiIiIiIiIij8cFDiIiIiIiIiLyeFzgICIiIiIiIiKPxwUOIiIiIiIiIvJ4XOAgIiIiIiIiIo/HBQ4iIiIiIiIi8nhc4CAiIiIiIiIij8cFDiIiIiIiIiLyeFzgICIiIiIiIiKPxwUOIiIiIiIiIvJ4XOAgIiIiIiIiIo/HBQ4iIiIiIiIi8nhc4CAiIiIiIiIij8cFDiIiIiIiIiLyeP8P1j+htOpItEAAAAAASUVORK5CYII=",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "import warnings\n",
- "import numpy as np\n",
- "import matplotlib.pyplot as plt\n",
- "from scipy.signal import medfilt\n",
- "\n",
- "def analyze_tafel_data(df):\n",
- "\n",
- " INITIAL_KERNEL=49\n",
- " FIT_KERNEL=299\n",
- " \n",
- " # 1. Estimate Corrosion Potential (Ecorr)\n",
- " filtered_current = medfilt(df['i'], kernel_size=INITIAL_KERNEL)\n",
- " ecorr_guess_index = np.argmin(filtered_current)\n",
- " ecorr_guess = df['E'].iloc[ecorr_guess_index]\n",
- "\n",
- " # 2. Split data into anodic and cathodic regions\n",
- " anodic_df = df[df['E'] > ecorr_guess]\n",
- " cathodic_df = df[df['E'] < ecorr_guess]\n",
- "\n",
- " if anodic_df.empty or cathodic_df.empty:\n",
- " warnings.warn(\"Insufficient data for Tafel fit. Ecorr guess may be incorrect.\")\n",
- " return None\n",
- "\n",
- " # 3. Apply a stronger filter for cleaner fitting\n",
- " medfilt_anodic_i = medfilt(anodic_df['i'], kernel_size=FIT_KERNEL)\n",
- " medfilt_cathodic_i = medfilt(cathodic_df['i'], kernel_size=FIT_KERNEL)\n",
- "\n",
- " # 4. Perform linear fit and generate points for the fit line\n",
- " coeff_anodic = np.polyfit(medfilt_anodic_i, anodic_df['E'], 1) \n",
- " p_anodic = np.poly1d(np.polyfit(medfilt_anodic_i, anodic_df['E'], 1))\n",
- " i_anodic_fit = np.linspace(medfilt_anodic_i.min(), medfilt_anodic_i.max(), 100)\n",
- " E_anodic_fit = p_anodic(i_anodic_fit)\n",
- "\n",
- " coeff_cathodic = np.polyfit(medfilt_cathodic_i, cathodic_df['E'], 1)\n",
- " p_cathodic = np.poly1d(np.polyfit(medfilt_cathodic_i, cathodic_df['E'], 1))\n",
- " i_cathodic_fit = np.linspace(medfilt_cathodic_i.min(), medfilt_cathodic_i.max(), 100)\n",
- " E_cathodic_fit = p_cathodic(i_cathodic_fit)\n",
- "\n",
- " # 5. Calculate tangent lines\n",
- " i_extreme_anodic = medfilt_anodic_i.max()\n",
- " E_extreme_anodic = p_anodic(i_extreme_anodic)\n",
- " tangent_slope_anodic = p_anodic.coeffs[0] * (i_extreme_anodic * np.log(10))\n",
- " log_i_extreme_anodic = np.log10(i_extreme_anodic)\n",
- " log_i_tangent_anodic = np.linspace(log_i_extreme_anodic - 0.5, log_i_extreme_anodic, 100)\n",
- " E_tangent_anodic = tangent_slope_anodic * (log_i_tangent_anodic - log_i_extreme_anodic) + E_extreme_anodic\n",
- "\n",
- " i_extreme_cathodic = medfilt_cathodic_i.max()\n",
- " E_extreme_cathodic = p_cathodic(i_extreme_cathodic)\n",
- " tangent_slope_cathodic = p_cathodic.coeffs[0] * (i_extreme_cathodic * np.log(10))\n",
- " log_i_extreme_cathodic = np.log10(i_extreme_cathodic)\n",
- " log_i_tangent_cathodic = np.linspace(log_i_extreme_cathodic - 0.5, log_i_extreme_cathodic, 100)\n",
- " E_tangent_cathodic = tangent_slope_cathodic * (log_i_tangent_cathodic - log_i_extreme_cathodic) + E_extreme_cathodic\n",
- "\n",
- " print(coeff_anodic)\n",
- " print(coeff_cathodic)\n",
- " \n",
- " # 6. Package results into a dictionary\n",
- " results = {\n",
- " \"ecorr_guess\": ecorr_guess,\n",
- " \"anodic_tangent_i\": 10**log_i_tangent_anodic,\n",
- " \"anodic_tangent_E\": E_tangent_anodic,\n",
- " \"cathodic_tangent_i\": 10**log_i_tangent_cathodic,\n",
- " \"cathodic_tangent_E\": E_tangent_cathodic,\n",
- " }\n",
- " return results\n",
- "\n",
- "# =============================================================================\n",
- "# --- Global Namespace: Analysis and Plotting ---\n",
- "# =============================================================================\n",
- "\n",
- "# 1. Analyze the dataset\n",
- "analysis_results = analyze_tafel_data(HS1_1)\n",
- "\n",
- "# 2. Set up the plot\n",
- "fig, ax = plt.subplots(figsize=(8, 4), dpi=150)\n",
- "ax.set_xscale('log') # Set x-axis to log scale\n",
- "\n",
- "ax.semilogx(\n",
- " np.abs(HS1_1[\"i\"].to_numpy()),\n",
- " HS1_1[\"E\"].to_numpy(), \n",
- " markersize=5)\n",
- "\n",
- "# 3. Plot all data if analysis was successful\n",
- "if analysis_results:\n",
- " # Plot Ecorr\n",
- " ax.axhline(\n",
- " y=analysis_results[\"ecorr_guess\"],\n",
- " color='green', linestyle='--', linewidth=2, alpha=0.5, label='$E_{corr}$'\n",
- " )\n",
- "\n",
- " # Plot tangent lines\n",
- " ax.plot(\n",
- " analysis_results[\"anodic_tangent_i\"],\n",
- " analysis_results[\"anodic_tangent_E\"],\n",
- " 'r', linestyle='-.', linewidth=2, label='Anodic Tangent'\n",
- " )\n",
- " ax.plot(\n",
- " analysis_results[\"cathodic_tangent_i\"],\n",
- " analysis_results[\"cathodic_tangent_E\"],\n",
- " 'b', linestyle='-.', linewidth=2, label='Cathodic Tangent'\n",
- " )\n",
- "\n",
- " # 4. Configure final plot aesthetics\n",
- " ax.set_xlabel(\"Current (A)\")\n",
- " ax.set_ylabel(\"Potential (V)\")\n",
- " ax.set_title(\"Tafel Plot for HS1_1\")\n",
- " ax.legend()\n",
- " ax.grid(True, which=\"both\", ls=\"--\", linewidth=0.5)\n",
- "\n",
- " plt.show()"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "89fcb5a1-e351-4014-bc1e-9a1ede37eafc",
- "metadata": {},
- "outputs": [],
- "source": [
- "\n",
- "\n",
- "def analyze_tafel_data(\n",
- " data: pd.DataFrame\n",
- ") -> dict | None:\n",
- "\n",
- " INITIAL_KERNEL = 49\n",
- " FIT_KERNEL = 49\n",
- " \n",
- " # 1. Estimate Corrosion Potential (Ecorr) using a median filter\n",
- " filtered_current = medfilt(data['i'], kernel_size=INITIAL_KERNEL)\n",
- " ecorr_guess_index = np.argmin(filtered_current)\n",
- " ecorr_guess = data['E'].iloc[ecorr_guess_index]\n",
- "\n",
- " # 2. Split data into anodic and cathodic regions based on Ecorr\n",
- " anodic_data = data[data['E'] > ecorr_guess]\n",
- " cathodic_data = data[data['E'] < ecorr_guess]\n",
- "\n",
- " # 3. Apply a stronger filter for a cleaner linear fit\n",
- " medfilt_anodic_i = medfilt(anodic_data['i'].iloc[30:-30], kernel_size=FIT_KERNEL)\n",
- " medfilt_cathodic_i = medfilt(cathodic_data['i'].iloc[30:-30], kernel_size=FIT_KERNEL)\n",
- "\n",
- " # 4. Perform linear fit on E vs. i for each branch\n",
- " p_anodic = np.poly1d(np.polyfit(medfilt_anodic_i, anodic_data['E'].iloc[30:-30], 1))\n",
- " p_cathodic = np.poly1d(np.polyfit(medfilt_cathodic_i, cathodic_data['E'].iloc[30:-30], 1))\n",
- "\n",
- " # 5. Calculate tangent lines at the extreme ends of the filtered data\n",
- " # NOTE: The following tangent slope calculation is preserved from the original script.\n",
- " i_extreme_anodic = medfilt_anodic_i.max()\n",
- " e_extreme_anodic = p_anodic(i_extreme_anodic)\n",
- " tangent_slope_anodic = p_anodic.coeffs[0] * (i_extreme_anodic * np.log(10))\n",
- "\n",
- " log_i_extreme_anodic = np.log10(i_extreme_anodic)\n",
- " log_i_tangent_anodic = np.linspace(log_i_extreme_anodic - 0.5, log_i_extreme_anodic, 100)\n",
- " e_tangent_anodic = (\n",
- " tangent_slope_anodic * (log_i_tangent_anodic - log_i_extreme_anodic)\n",
- " + e_extreme_anodic\n",
- " )\n",
- "\n",
- " i_extreme_cathodic = medfilt_cathodic_i.max()\n",
- " e_extreme_cathodic = p_cathodic(i_extreme_cathodic)\n",
- " tangent_slope_cathodic = p_cathodic.coeffs[0] * (i_extreme_cathodic * np.log(10))\n",
- "\n",
- " log_i_extreme_cathodic = np.log10(i_extreme_cathodic)\n",
- " log_i_tangent_cathodic = np.linspace(log_i_extreme_cathodic - 0.5, log_i_extreme_cathodic, 100)\n",
- " e_tangent_cathodic = (\n",
- " tangent_slope_cathodic * (log_i_tangent_cathodic - log_i_extreme_cathodic)\n",
- " + e_extreme_cathodic\n",
- " )\n",
- "\n",
- " # 6. Package results into a dictionary\n",
- " results = {\n",
- " \"ecorr_guess\": ecorr_guess,\n",
- " \"beta_a\": -p_anodic.coeffs[1], \n",
- " \"beta_c\": p_cathodic.coeffs[1],\n",
- " \"anodic_tangent_i\": 10**log_i_tangent_anodic,\n",
- " \"anodic_tangent_E\": e_tangent_anodic,\n",
- " \"cathodic_tangent_i\": 10**log_i_tangent_cathodic,\n",
- " \"cathodic_tangent_E\": e_tangent_cathodic,\n",
- " }\n",
- " return results\n"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 76,
- "id": "a17286f8-a4e7-4904-b304-8a343c2c1c51",
- "metadata": {},
- "outputs": [],
- "source": [
- "\n",
- "def plot_tafel(data: pd.DataFrame, results: dict, title: str):\n",
- " \"\"\"\n",
- " Generates and displays a Tafel plot from the data and analysis results.\n",
- "\n",
- " Args:\n",
- " data (pd.DataFrame): The original experimental data.\n",
- " results (dict): The dictionary returned by analyze_tafel_data.\n",
- " title (str): The title for the plot.\n",
- " \"\"\"\n",
- " fig, ax = plt.subplots(figsize=(8, 4), dpi=150)\n",
- "\n",
- " # Plot the raw experimental data\n",
- " ax.semilogx(\n",
- " np.abs(data[\"i\"].to_numpy()),\n",
- " data[\"E\"].to_numpy(),\n",
- " marker='o',\n",
- " linestyle='',\n",
- " markersize=3,\n",
- " alpha=0.6,\n",
- " label=\"Experimental Data\"\n",
- " )\n",
- "\n",
- " # Plot the analysis results if available\n",
- " if results:\n",
- " # Ecorr line\n",
- " ax.axhline(\n",
- " y=results[\"ecorr_guess\"],\n",
- " color='green',\n",
- " linestyle='--',\n",
- " linewidth=2,\n",
- " label=f'$E_{{corr}}$ = {results[\"ecorr_guess\"]:.3f} V'\n",
- " )\n",
- " # Anodic tangent line\n",
- " ax.plot(\n",
- " results[\"anodic_tangent_i\"],\n",
- " results[\"anodic_tangent_E\"],\n",
- " color='red',\n",
- " linestyle='-.',\n",
- " linewidth=2,\n",
- " label=f'Anodic Tangent {results[\"beta_a\"]}'\n",
- " )\n",
- " # Cathodic tangent line\n",
- " ax.plot(\n",
- " results[\"cathodic_tangent_i\"],\n",
- " results[\"cathodic_tangent_E\"],\n",
- " color='blue',\n",
- " linestyle='-.',\n",
- " linewidth=2,\n",
- " label=f'Cathodic Tangent {results[\"beta_c\"]}'\n",
- " )\n",
- "\n",
- " # Configure plot aesthetics\n",
- " ax.set_xlabel(\"Absolute Current (A)\")\n",
- " ax.set_ylabel(\"Potential (V)\")\n",
- " ax.set_title(title)\n",
- " ax.legend()\n",
- " ax.grid(True, which=\"both\", ls=\"--\", linewidth=0.5)\n",
- " plt.tight_layout()\n",
- " plt.show()\n",
- "\n",
- "\n",
- "\n"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 77,
- "id": "2ca6744c-7d06-4f76-845a-1ab7f979a9ec",
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "beta_a 0.1839147086435225\n",
- "beta_c -0.1821741558893317\n"
- ]
- },
- {
- "data": {
- "image/png": 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",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "# =============================================================================\n",
- "# --- Main Execution Block ---\n",
- "# =============================================================================\n",
- "\n",
- "# 1. Analyze the dataset\n",
- "analysis_results = analyze_tafel_data(HS1_1)\n",
- "print(f\"beta_a {analysis_results['beta_a']}\")\n",
- "print(f\"beta_c {analysis_results['beta_c']}\")\n",
- "\n",
- "# 2. Plot the results\n",
- "if analysis_results:\n",
- " plot_tafel(HS1_1, analysis_results, title=\"Tafel Plot for HS1_1\")\n",
- "else:\n",
- " print(\"Analysis could not be completed.\")\n"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 78,
- "id": "d88cffa3-f006-4612-903c-6863fe28110d",
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "--- Butler-Volmer Kinetic Parameters ---\n",
- "Anodic Charge Transfer Coefficient (α_a): 0.7785\n",
- "Cathodic Charge Transfer Coefficient (α_c): 0.5499\n",
- "\n",
- "--- Next Step: Finding the Exchange Current Density (j₀) ---\n",
- "The exchange current density (j₀) is found from your Tafel plot.\n",
- "It is the current density value where the anodic and cathodic tangent lines intersect.\n",
- "This point corresponds to the equilibrium potential (where overpotential η = 0).\n"
- ]
- }
- ],
- "source": [
- "import math\n",
- "\n",
- "# --- 1. Define Physical Constants ---\n",
- "R = 8.314 # Ideal Gas Constant (J/(mol·K))\n",
- "F = 96485 # Faraday Constant (C/mol)\n",
- "n = 2 # Number of electrons transferred in your electrochemical reaction.\n",
- "\n",
- "# --- 2. Provide Your Experimental Data Here ---\n",
- "anodic_slope = 0.038 # Example value in V/decade, replace with your own.\n",
- "cathodic_slope = -0.0538 # Example value in V/decade, replace with your own.\n",
- "\n",
- "# --- 3. Calculations ---\n",
- "# The temperature at which the experiment was conducted.\n",
- "temp_kelvin = 25.0 + 273.15\n",
- "\n",
- "\n",
- "# Calculate the anodic charge transfer coefficient (alpha_a)\n",
- "# This value represents the fraction of the potential that assists the oxidation reaction.\n",
- "try:\n",
- " alpha_a = (2.303 * R * temp_kelvin) / (anodic_slope * n * F)\n",
- " alpha_c = -(2.303 * R * temp_kelvin) / (cathodic_slope * n * F) \n",
- "except ZeroDivisionError as e:\n",
- " print(\"Slope is zero, what happened?\")\n",
- " print(e)\n",
- " \n",
- "\n",
- "# --- 4. Display the Results ---\n",
- "print(\"--- Butler-Volmer Kinetic Parameters ---\")\n",
- "print(f\"Anodic Charge Transfer Coefficient (α_a): {alpha_a:.4f}\")\n",
- "print(f\"Cathodic Charge Transfer Coefficient (α_c): {alpha_c:.4f}\")\n",
- "print(\"\\n--- Next Step: Finding the Exchange Current Density (j₀) ---\")\n",
- "print(\"The exchange current density (j₀) is found from your Tafel plot.\")\n",
- "print(\"It is the current density value where the anodic and cathodic tangent lines intersect.\")\n",
- "print(\"This point corresponds to the equilibrium potential (where overpotential η = 0).\")\n",
- "\n"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "2b103a62-8b25-4f78-bbe3-3cf25644df78",
- "metadata": {},
- "outputs": [],
- "source": []
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "92f40d16-49c1-487f-8b83-f05fc3a5b851",
- "metadata": {},
- "outputs": [],
- "source": []
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "8a4643c2-60e6-4645-9d23-d13c6c410337",
- "metadata": {},
- "outputs": [],
- "source": [
- "\n",
- "data = HS1_1\n",
- "\n",
- "\n",
- "INITIAL_KERNEL = 29\n",
- "FIT_KERNEL = 99\n",
- "\n",
- "# 1. Estimate Corrosion Potential (Ecorr) using a median filter\n",
- "ecorr_guess = data['E'].iloc[np.argmin(medfilt(data['i'], kernel_size=INITIAL_KERNEL))]\n",
- "\n",
- "# 2. Split data into anodic and cathodic regions based on Ecorr\n",
- "anodic_data = data[data['E'] > ecorr_guess]\n",
- "cathodic_data = data[data['E'] < ecorr_guess]\n",
- "if anodic_data.empty or cathodic_data.empty:\n",
- " warnings.warn(\"No data in anodic or cathodic regions?. Ecorr guess may be incorrect.\") \n",
- "\n",
- "# 3. Perform linear fit on E vs. i for each branch\n",
- "medfilt_anodic_i = medfilt(anodic_data['i'].iloc[30:-30], kernel_size=FIT_KERNEL)\n",
- "medfilt_cathodic_i = medfilt(cathodic_data['i'].iloc[30:-30], kernel_size=FIT_KERNEL)\n",
- "\n",
- "def log_func(i, b, i_0):\n",
- " # To handle potential math domain errors for i <= 0\n",
- " # we return a large value where the function is undefined.\n",
- " with np.errstate(divide='ignore', invalid='ignore'):\n",
- " result = b * np.log(np.abs(i)/i_0)\n",
- " return np.nan_to_num(result, nan=np.inf)\n",
- "\n",
- "max_calls = 50000\n",
- "popt_anodic, _ = curve_fit(log_func, \n",
- " medfilt_anodic_i, \n",
- " anodic_data['E'].iloc[30:-30] - ecorr_guess,\n",
- " p0=[0.05*1e3, 1e-11],\n",
- " maxfev=max_calls)\n",
- "popt_cathodic, _ = curve_fit(log_func, \n",
- " medfilt_cathodic_i, \n",
- " cathodic_data['E'].iloc[30:-30] - ecorr_guess,\n",
- " p0=[-0.05*1e3, 1e-11], \n",
- " maxfev=max_calls)\n",
- "beta_a = popt_anodic[0]\n",
- "beta_c = -popt_cathodic[0]\n",
- "i_a = popt_anodic[1]\n",
- "i_c = popt_cathodic[1]\n",
- "\n",
- "print(f\"Anodic n = b_a*log(i/i_a) b_a = {beta_a:.2f} mV/decade i_a = {i_a:.2e} A/cm2\")\n",
- "print(f\"Cathodic n = -b_c*log(i/i_c) b_c = {beta_c:.2f} mV/decade i_c = {i_c:.2e} A/cm2\")\n",
- "\n",
- "p_anodic = lambda x: log_func(x, *popt_anodic) + ecorr_guess\n",
- "p_cathodic = lambda x: log_func(x, *popt_cathodic) + ecorr_guess\n",
- "\n",
- "\n",
- "# TODO HERE\n",
- "\n",
- "#p_anodic = np.poly1d(np.polyfit(medfilt_anodic_i, anodic_data['E'].iloc[30:-30], 1))\n",
- "#p_cathodic = np.poly1d(np.polyfit(medfilt_cathodic_i, cathodic_data['E'].iloc[30:-30], 1))\n",
- "\n",
- "# 4. Calculate the tangent at the extreme ends of the filtered data\n",
- "i_extreme_anodic = medfilt_anodic_i.max()\n",
- "i_extreme_cathodic = medfilt_cathodic_i.max() \n",
- "e_extreme_anodic = p_anodic(i_extreme_anodic)\n",
- "e_extreme_cathodic = p_cathodic(i_extreme_cathodic)\n",
- "\n",
- "print()\n",
- "print(f\"i @ anodic extreme {i_extreme_anodic}\")\n",
- "print(f\"i @ cathodic extreme {i_extreme_cathodic}\")\n",
- "print(f\"E @ anodic extreme {e_extreme_anodic}\")\n",
- "print(f\"E @ cathodic extreme {e_extreme_cathodic}\")\n",
- "print()\n",
- "\n",
- "\n",
- "# 5. Calculate tangent lines \n",
- "log_i_tangent_anodic = np.linspace(np.log10(i_extreme_anodic) - 0.5, np.log10(i_extreme_anodic), 100)\n",
- "log_i_tangent_cathodic = np.linspace(np.log10(i_extreme_cathodic) - 0.5, np.log10(i_extreme_cathodic), 100)\n",
- "\n",
- "e_tangent_anodic = (\n",
- " beta_a * (log_i_tangent_anodic - np.log10(i_extreme_anodic))\n",
- " + e_extreme_anodic\n",
- ")\n",
- "\n",
- "e_tangent_cathodic = (\n",
- " beta_c * (log_i_tangent_cathodic - np.log10(i_extreme_cathodic))\n",
- " + e_extreme_cathodic\n",
- ")\n",
- "\n",
- "\n",
- "# --- 3. Calculations ---\n",
- "temp_kelvin = 25.0 + 273.15\n",
- "R = 8.314 # Ideal Gas Constant (J/(mol·K))\n",
- "F = 96485 # Faraday Constant (C/mol)\n",
- "n = 2 # Number of electrons transferred in your electrochemical reaction. \n",
- "\n",
- "# Calculate the anodic charge transfer coefficient (alpha_a)\n",
- "# This value represents the fraction of the potential that assists the oxidation reaction.\n",
- "try:\n",
- " alpha_a = (2.303 * R * temp_kelvin) / (1e-3 * beta_a * n * F)\n",
- " alpha_c = -(2.303 * R * temp_kelvin) / (1e-3 * beta_c * n * F) \n",
- "except ZeroDivisionError as e:\n",
- " print(\"Slope is zero, what happened?\")\n",
- " print(e)\n",
- "\n",
- "\n",
- "# 6. Package results into a dictionary\n",
- "results = {\n",
- " \"ecorr_guess\": ecorr_guess,\n",
- " \"beta_a\": beta_a, \n",
- " \"beta_c\": beta_c,\n",
- " \"anodic_tangent_i\": 10**log_i_tangent_anodic,\n",
- " \"anodic_tangent_E\": e_tangent_anodic,\n",
- " \"cathodic_tangent_i\": 10**log_i_tangent_cathodic,\n",
- " \"cathodic_tangent_E\": e_tangent_cathodic,\n",
- " \"alpha_a\": alpha_a,\n",
- " \"alpha_c\": alpha_c, \n",
- "}\n",
- "return results"
- ]
- }
- ],
- "metadata": {
- "kernelspec": {
- "display_name": "Python 3 (ipykernel)",
- "language": "python",
- "name": "python3"
- },
- "language_info": {
- "codemirror_mode": {
- "name": "ipython",
- "version": 3
- },
- "file_extension": ".py",
- "mimetype": "text/x-python",
- "name": "python",
- "nbconvert_exporter": "python",
- "pygments_lexer": "ipython3",
- "version": "3.10.16"
- }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
diff --git a/electrochemical_OCP_EIS_LPR/TAFEL.ipynb b/electrochemical_OCP_EIS_LPR/TAFEL.ipynb
index a8abc73..ada21c9 100644
--- a/electrochemical_OCP_EIS_LPR/TAFEL.ipynb
+++ b/electrochemical_OCP_EIS_LPR/TAFEL.ipynb
@@ -10,7 +10,7 @@
},
{
"cell_type": "code",
- "execution_count": 385,
+ "execution_count": 1,
"id": "0dbb86a3-8915-43d6-b821-379ab76b2849",
"metadata": {},
"outputs": [],
@@ -35,7 +35,7 @@
},
{
"cell_type": "code",
- "execution_count": 386,
+ "execution_count": 11,
"id": "9a43783f-d1bb-4c79-ae93-843086a00a26",
"metadata": {},
"outputs": [],
@@ -71,7 +71,7 @@
},
{
"cell_type": "code",
- "execution_count": 387,
+ "execution_count": 16,
"id": "6a2888b4-e151-4fae-97d5-7de521fb7b48",
"metadata": {},
"outputs": [],
@@ -92,7 +92,7 @@
},
{
"cell_type": "code",
- "execution_count": 388,
+ "execution_count": 17,
"id": "0ad5c189-9bd6-4291-bdee-8b75fdd5a3cd",
"metadata": {},
"outputs": [
@@ -124,28 +124,28 @@
" \n",
" \n",
" 150 | \n",
- " -205.357 | \n",
- " 4.661220e-11 | \n",
+ " -205.474 | \n",
+ " 3.492260e-11 | \n",
"
\n",
" \n",
" 151 | \n",
- " -205.347 | \n",
- " 4.660095e-11 | \n",
+ " -205.464 | \n",
+ " 3.335005e-11 | \n",
"
\n",
" \n",
" 152 | \n",
- " -205.337 | \n",
- " 4.661040e-11 | \n",
+ " -205.454 | \n",
+ " 2.995255e-11 | \n",
"
\n",
" \n",
" 153 | \n",
- " -205.327 | \n",
- " 4.662150e-11 | \n",
+ " -205.444 | \n",
+ " 2.772125e-11 | \n",
"
\n",
" \n",
" 154 | \n",
- " -205.317 | \n",
- " 4.661900e-11 | \n",
+ " -205.434 | \n",
+ " 2.682435e-11 | \n",
"
\n",
" \n",
" ... | \n",
@@ -154,28 +154,28 @@
"
\n",
" \n",
" 3999 | \n",
- " -166.870 | \n",
- " 7.752900e-11 | \n",
+ " -167.010 | \n",
+ " 6.514500e-11 | \n",
"
\n",
" \n",
" 4000 | \n",
- " -166.854 | \n",
- " 7.931000e-11 | \n",
+ " -167.003 | \n",
+ " 6.453200e-11 | \n",
"
\n",
" \n",
" 4001 | \n",
- " -166.857 | \n",
- " 7.781400e-11 | \n",
+ " -167.005 | \n",
+ " 6.450600e-11 | \n",
"
\n",
" \n",
" 4002 | \n",
- " -166.850 | \n",
- " 7.296700e-11 | \n",
+ " -166.991 | \n",
+ " 6.511600e-11 | \n",
"
\n",
" \n",
" 4003 | \n",
- " -166.846 | \n",
- " 6.987300e-11 | \n",
+ " -166.998 | \n",
+ " 6.448450e-11 | \n",
"
\n",
" \n",
"\n",
@@ -184,28 +184,28 @@
],
"text/plain": [
" E i\n",
- "150 -205.357 4.661220e-11\n",
- "151 -205.347 4.660095e-11\n",
- "152 -205.337 4.661040e-11\n",
- "153 -205.327 4.662150e-11\n",
- "154 -205.317 4.661900e-11\n",
+ "150 -205.474 3.492260e-11\n",
+ "151 -205.464 3.335005e-11\n",
+ "152 -205.454 2.995255e-11\n",
+ "153 -205.444 2.772125e-11\n",
+ "154 -205.434 2.682435e-11\n",
"... ... ...\n",
- "3999 -166.870 7.752900e-11\n",
- "4000 -166.854 7.931000e-11\n",
- "4001 -166.857 7.781400e-11\n",
- "4002 -166.850 7.296700e-11\n",
- "4003 -166.846 6.987300e-11\n",
+ "3999 -167.010 6.514500e-11\n",
+ "4000 -167.003 6.453200e-11\n",
+ "4001 -167.005 6.450600e-11\n",
+ "4002 -166.991 6.511600e-11\n",
+ "4003 -166.998 6.448450e-11\n",
"\n",
"[3854 rows x 2 columns]"
]
},
- "execution_count": 388,
+ "execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
- "HS1_1 "
+ "HS1_3"
]
},
{
@@ -229,516 +229,7 @@
},
{
"cell_type": "code",
- "execution_count": 389,
- "id": "d87b07b6-f893-4d5f-b06a-09643d170939",
- "metadata": {},
- "outputs": [],
- "source": [
- "\n",
- "\n",
- "def analyze_tafel_data(\n",
- " data: pd.DataFrame\n",
- ") -> dict | None:\n",
- "\n",
- " INITIAL_KERNEL = 29\n",
- " FIT_KERNEL = 99\n",
- " \n",
- " # 1. Estimate Corrosion Potential (Ecorr) using a median filter\n",
- " ecorr_guess = data['E'].iloc[np.argmin(medfilt(data['i'], kernel_size=INITIAL_KERNEL))]\n",
- "\n",
- " # 2. Split data into anodic and cathodic regions based on Ecorr\n",
- " anodic_data = data[data['E'] > ecorr_guess]\n",
- " cathodic_data = data[data['E'] < ecorr_guess]\n",
- " if anodic_data.empty or cathodic_data.empty:\n",
- " warnings.warn(\"No data in anodic or cathodic regions?. Ecorr guess may be incorrect.\") \n",
- " \n",
- " # 3. Perform linear fit on E vs. i for each branch\n",
- " medfilt_anodic_i = medfilt(anodic_data['i'].iloc[30:-90], kernel_size=FIT_KERNEL)\n",
- " p_anodic = np.poly1d(np.polyfit(medfilt_anodic_i, anodic_data['E'].iloc[30:-90], 1))\n",
- " medfilt_cathodic_i = medfilt(cathodic_data['i'].iloc[30:-90], kernel_size=FIT_KERNEL)\n",
- " p_cathodic = np.poly1d(np.polyfit(medfilt_cathodic_i, cathodic_data['E'].iloc[30:-90], 1))\n",
- " \n",
- " # 4. Calculate the tangent at the extreme ends of the filtered data\n",
- " i_extreme_anodic = medfilt_anodic_i.max()\n",
- " e_extreme_anodic = p_anodic(i_extreme_anodic)\n",
- " tangent_slope_anodic = p_anodic.coeffs[0] * (i_extreme_anodic * np.log(10))\n",
- "\n",
- " i_extreme_cathodic = medfilt_cathodic_i.max()\n",
- " e_extreme_cathodic = p_cathodic(i_extreme_cathodic)\n",
- " tangent_slope_cathodic = p_cathodic.coeffs[0] * (i_extreme_cathodic * np.log(10))\n",
- "\n",
- " print(f\"tangent_slope_anodic {tangent_slope_anodic}\")\n",
- " print(f\"tangent_slope_cathodic {tangent_slope_cathodic}\")\n",
- " print(f\"p_anodic {p_anodic}\")\n",
- " print(f\"p_cathodic {p_cathodic}\")\n",
- "\n",
- " \n",
- " # 5. Calculate tangent lines \n",
- " log_i_extreme_anodic = np.log10(i_extreme_anodic)\n",
- " log_i_tangent_anodic = np.linspace(log_i_extreme_anodic - 0.5, log_i_extreme_anodic, 100)\n",
- " e_tangent_anodic = (\n",
- " tangent_slope_anodic * (log_i_tangent_anodic - log_i_extreme_anodic)\n",
- " + e_extreme_anodic\n",
- " )\n",
- "\n",
- " log_i_extreme_cathodic = np.log10(i_extreme_cathodic)\n",
- " log_i_tangent_cathodic = np.linspace(log_i_extreme_cathodic - 0.5, log_i_extreme_cathodic, 100)\n",
- " e_tangent_cathodic = (\n",
- " tangent_slope_cathodic * (log_i_tangent_cathodic - log_i_extreme_cathodic)\n",
- " + e_extreme_cathodic\n",
- " )\n",
- "\n",
- "\n",
- " # --- 3. Calculations ---\n",
- " temp_kelvin = 25.0 + 273.15\n",
- " R = 8.314 # Ideal Gas Constant (J/(mol·K))\n",
- " F = 96485 # Faraday Constant (C/mol)\n",
- " n = 2 # Number of electrons transferred in your electrochemical reaction. \n",
- " \n",
- " # Calculate the anodic charge transfer coefficient (alpha_a)\n",
- " # This value represents the fraction of the potential that assists the oxidation reaction.\n",
- " try:\n",
- " alpha_a = (2.303 * R * temp_kelvin) / (1e-3 * tangent_slope_anodic * n * F)\n",
- " alpha_c = -(2.303 * R * temp_kelvin) / (1e-3 * tangent_slope_cathodic * n * F) \n",
- " except ZeroDivisionError as e:\n",
- " print(\"Slope is zero, what happened?\")\n",
- " print(e)\n",
- " \n",
- " \n",
- " # 6. Package results into a dictionary\n",
- " results = {\n",
- " \"ecorr_guess\": ecorr_guess,\n",
- " \"beta_a\": tangent_slope_anodic, \n",
- " \"beta_c\": tangent_slope_cathodic,\n",
- " \"alpha_a\": alpha_a, \n",
- " \"alpha_c\": alpha_c, \n",
- " \"anodic_tangent_i\": 10**log_i_tangent_anodic,\n",
- " \"anodic_tangent_E\": e_tangent_anodic,\n",
- " \"cathodic_tangent_i\": 10**log_i_tangent_cathodic,\n",
- " \"cathodic_tangent_E\": e_tangent_cathodic, \n",
- " }\n",
- " return results"
- ]
- },
- {
- "cell_type": "markdown",
- "id": "967c80c8-6271-405d-98e6-f2699a657fc5",
- "metadata": {},
- "source": [
- "## Plotting code\n",
- "\n",
- "Plot the additional stuff only if you have results.\n",
- "Use the same function for everything\n",
- "Again, why didn't I do this earlier :|\n"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 390,
- "id": "a49005dc-a2b9-4cf1-9ad8-e4f549bda1fd",
- "metadata": {},
- "outputs": [],
- "source": [
- "def plot_tafel(data: pd.DataFrame, results: dict):\n",
- " \"\"\"\n",
- " Generates and displays a Tafel plot from the data and analysis results.\n",
- "\n",
- " Args:\n",
- " data (pd.DataFrame): The original experimental data.\n",
- " results (dict): The dictionary returned by analyze_tafel_data.\n",
- " \"\"\"\n",
- " fig, ax = plt.subplots(figsize=(8, 4), dpi=150)\n",
- "\n",
- " # Plot the raw experimental data\n",
- " ax.semilogx(\n",
- " np.abs(data[\"i\"].to_numpy()), data[\"E\"].to_numpy(),\n",
- " marker='o', linestyle='', markersize=3, alpha=0.6, label=\"Experimental Data\"\n",
- " )\n",
- "\n",
- " # Plot the analysis results if available\n",
- " if results:\n",
- " \n",
- " ax.axhline( # Ecorr line\n",
- " y=results[\"ecorr_guess\"],\n",
- " color='green', linestyle='--', linewidth=2,\n",
- " label=f'$E_{{corr}}$ = {results[\"ecorr_guess\"]:.2f} mV'\n",
- " )\n",
- " \n",
- " ax.plot( # Anodic tangent line\n",
- " results[\"anodic_tangent_i\"], results[\"anodic_tangent_E\"],\n",
- " color='red', linestyle='-.', linewidth=2,\n",
- " label=f'Anodic Tangent {results[\"beta_a\"]:.2f}'\n",
- " )\n",
- " \n",
- " ax.plot( # Cathodic tangent line\n",
- " results[\"cathodic_tangent_i\"], results[\"cathodic_tangent_E\"],\n",
- " color='blue', linestyle='-.', linewidth=2,\n",
- " label=f'Cathodic Tangent {results[\"beta_c\"]:.2f}'\n",
- " )\n",
- "\n",
- " bx = ax.twinx() \n",
- " ymin, ymax = ax.get_ylim()\n",
- " bx.set_ylim(ymin-results[\"ecorr_guess\"], ymax-results[\"ecorr_guess\"])\n",
- " bx.set_ylabel(\"Overpotential (mV)\")\n",
- " \n",
- " # Configure plot aesthetics\n",
- " ax.set_xlabel(\"Current (A)\")\n",
- " ax.set_ylabel(\"Potential (mV)\")\n",
- " ax.legend()\n",
- " ax.grid(True, which=\"both\", ls=\"--\", linewidth=0.5)\n",
- " plt.tight_layout()\n",
- " plt.show()\n"
- ]
- },
- {
- "cell_type": "markdown",
- "id": "d83b0f6a-2961-4381-941f-2eda09ab713c",
- "metadata": {},
- "source": [
- "## Funspace"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 391,
- "id": "2f0f4d93-90bd-4ea0-b481-5d2d0c0d35c5",
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "tangent_slope_anodic 36.935982391954994\n",
- "tangent_slope_cathodic -51.83557582444677\n",
- "p_anodic \n",
- "2.397e+11 x - 184\n",
- "p_cathodic \n",
- "-5.013e+11 x - 182\n",
- "alpha_a 0.8009387773094865\n",
- "alpha_c 0.5707173134514494\n",
- "1.3716560907609359\n",
- "\n",
- "tangent_slope_anodic 32.33609922748971\n",
- "tangent_slope_cathodic -54.09410507385739\n",
- "p_anodic \n",
- "2.421e+11 x - 182.5\n",
- "p_cathodic \n",
- "-5.052e+11 x - 181.2\n",
- "alpha_a 0.9148741277546404\n",
- "alpha_c 0.5468888067441983\n",
- "1.4617629344988385\n",
- "\n",
- "tangent_slope_anodic 33.64593158958795\n",
- "tangent_slope_cathodic -52.384158766821365\n",
- "p_anodic \n",
- "2.375e+11 x - 182.9\n",
- "p_cathodic \n",
- "-5.358e+11 x - 181.2\n",
- "alpha_a 0.8792581800556247\n",
- "alpha_c 0.5647405870813464\n",
- "1.4439987671369712\n",
- "\n",
- "tangent_slope_anodic 36.99409502392016\n",
- "tangent_slope_cathodic -48.72756466526758\n",
- "p_anodic \n",
- "2.566e+11 x - 184.8\n",
- "p_cathodic \n",
- "-5.508e+11 x - 182.9\n",
- "alpha_a 0.7996806127196425\n",
- "alpha_c 0.6071196206697334\n",
- "1.4068002333893759\n",
- "\n",
- "tangent_slope_anodic 39.037818290543065\n",
- "tangent_slope_cathodic -48.123338398882495\n",
- "p_anodic \n",
- "2.673e+11 x - 185.4\n",
- "p_cathodic \n",
- "-5.483e+11 x - 183.3\n",
- "alpha_a 0.7578154177459187\n",
- "alpha_c 0.6147424837929392\n",
- "1.3725579015388578\n",
- "\n",
- "tangent_slope_anodic 41.082268537703634\n",
- "tangent_slope_cathodic -45.85765496987607\n",
- "p_anodic \n",
- "2.856e+11 x - 185.9\n",
- "p_cathodic \n",
- "-5.625e+11 x - 184\n",
- "alpha_a 0.7201028966690741\n",
- "alpha_c 0.6451149888752609\n",
- "1.365217885544335\n",
- "\n",
- "tangent_slope_anodic 36.935982391954994\n",
- "tangent_slope_cathodic -51.83557582444677\n",
- "p_anodic \n",
- "2.397e+11 x - 184\n",
- "p_cathodic \n",
- "-5.013e+11 x - 182\n"
- ]
- },
- {
- "data": {
- "image/png": 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",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "# =============================================================================\n",
- "# --- Main Execution Block ---\n",
- "# =============================================================================\n",
- "\n",
- "# 1. Analyze the dataset\n",
- "for HS1_df in [HS1_1, HS1_2, HS1_3, HS1_4, HS1_5, HS1_6]:\n",
- " analysis_results = analyze_tafel_data(HS1_df)\n",
- " print(f\"alpha_a {analysis_results['alpha_a']}\")\n",
- " print(f\"alpha_c {analysis_results['alpha_c']}\")\n",
- " print(analysis_results['alpha_a'] + analysis_results['alpha_c'])\n",
- " print()\n",
- "\n",
- "analysis_results = analyze_tafel_data(HS1_1)\n",
- "\n",
- "# 2. Plot the results\n",
- "if analysis_results:\n",
- " plot_tafel(HS1_1, analysis_results)\n",
- "else:\n",
- " print(\"Analysis could not be completed.\")\n",
- "\n",
- "#print(analysis_results)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "7a6fb1f0-efb2-4c23-83d7-1079955624a7",
- "metadata": {},
- "outputs": [],
- "source": []
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "cf05eadf-1b38-403c-854f-59cd2a3a8fde",
- "metadata": {},
- "outputs": [],
- "source": []
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "dab79e32-56d9-41b1-a328-c734f66c1696",
- "metadata": {},
- "outputs": [],
- "source": []
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "b712f813-bc16-4453-8899-bcc00a70b575",
- "metadata": {},
- "outputs": [],
- "source": []
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "b1ec6441-2655-49e7-bc9d-89caabd23ab0",
- "metadata": {},
- "outputs": [],
- "source": []
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "14fc70e9-8a28-4226-9c09-0a75e069e425",
- "metadata": {},
- "outputs": [],
- "source": []
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "313e9a4f-434b-4925-adcb-582819569a3d",
- "metadata": {},
- "outputs": [],
- "source": []
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "f6c4f357-a19b-4f35-93d5-7cd3dd9d9635",
- "metadata": {},
- "outputs": [],
- "source": []
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "989d4d9d-0c51-471f-98d5-473beba53f82",
- "metadata": {},
- "outputs": [],
- "source": []
- },
- {
- "cell_type": "markdown",
- "id": "d882a7cb-c89d-4bc8-a041-ad1defd2d03b",
- "metadata": {},
- "source": [
- "# Test space"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 426,
- "id": "b0371e43-b1ce-4181-a08e-93626934a938",
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "14.303656914399205 15.62901295498541\n",
- "alpha_a 0.52\n",
- "alpha_c 0.47\n",
- "0.9902749736726397\n"
- ]
- },
- {
- "data": {
- "image/png": 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",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "def plot_tafel(data: pd.DataFrame):\n",
- "\n",
- " \n",
- " fig, ax = plt.subplots(figsize=(8, 4), dpi=150)\n",
- "\n",
- " # Plot the raw experimental data\n",
- " ax.semilogx(\n",
- " np.abs(data[\"i\"].to_numpy()), data[\"E\"].to_numpy(),\n",
- " marker='o', linestyle='', markersize=3, alpha=0.6, label=\"Experimental Data\"\n",
- " )\n",
- "\n",
- " INITIAL_KERNEL = 29\n",
- " FIT_KERNEL = 99\n",
- "\n",
- " # 1. Estimate Corrosion Potential (Ecorr) using a median filter\n",
- " ecorr_guess = data['E'].iloc[np.argmin(medfilt(data['i'], kernel_size=INITIAL_KERNEL))]\n",
- "\n",
- " ax.axhline( # Ecorr line\n",
- " y=ecorr_guess,\n",
- " color='green', linestyle='--', linewidth=1,\n",
- " label=f'$E_{{corr}}$ = {results[\"ecorr_guess\"]:.2f} mV'\n",
- " )\n",
- " ax.set_xlabel(\"Current (A)\")\n",
- " ax.set_ylabel(\"Potential (mV)\")\n",
- "\n",
- " bx = ax.twinx() \n",
- " ymin, ymax = ax.get_ylim()\n",
- " bx.set_ylim(ymin-results[\"ecorr_guess\"], ymax-results[\"ecorr_guess\"])\n",
- " bx.set_ylabel(\"Overpotential (mV)\") \n",
- "\n",
- " # 2. Split data into anodic and cathodic regions based on Ecorr\n",
- " anodic_data = data[data['E'] > ecorr_guess + 10].copy()\n",
- " cathodic_data = data[data['E'] < ecorr_guess - 10].copy()\n",
- " #anodic_data = anodic_data\n",
- " \n",
- " anodic_data[\"i\"] = medfilt(anodic_data['i'], kernel_size=FIT_KERNEL)\n",
- " cathodic_data[\"i\"] = medfilt(cathodic_data['i'], kernel_size=FIT_KERNEL)\n",
- " \n",
- " if anodic_data.empty or cathodic_data.empty:\n",
- " warnings.warn(\"No data in anodic or cathodic regions?. Ecorr guess may be incorrect.\") \n",
- "\n",
- " p_anodic = np.poly1d(np.polyfit(np.log(anodic_data[\"i\"]), anodic_data['E'], 1))\n",
- " p_cathodic = np.poly1d(np.polyfit(np.log(cathodic_data[\"i\"]), cathodic_data['E'], 1))\n",
- " \n",
- " anodic_x = np.linspace(anodic_data[\"i\"].max(), 10**-11, 100)\n",
- " cathodic_x = np.linspace(cathodic_data[\"i\"].max(), 10**-11, 100)\n",
- " \n",
- " beta_a = p_anodic[1]\n",
- " beta_c = -p_cathodic[1]\n",
- "\n",
- " print(f\"{beta_a} {beta_c}\")\n",
- " \n",
- " ax.plot(anodic_x, p_anodic(np.log(anodic_x)), '-', markersize=1)\n",
- " ax.plot(cathodic_x, p_cathodic(np.log(cathodic_x)), '-', markersize=1)\n",
- "\n",
- " # --- 3. Calculations ---\n",
- " temp_kelvin = 25.0 + 273.15\n",
- " R = 8.314 # Ideal Gas Constant (J/(mol·K))\n",
- " F = 96485 # Faraday Constant (C/mol)\n",
- " n = 8 # Number of electrons transferred in your electrochemical reaction. \n",
- " \n",
- " # Calculate the anodic charge transfer coefficient (alpha_a)\n",
- " # This value represents the fraction of the potential that assists the oxidation reaction.\n",
- " try:\n",
- " alpha_a = (2.303 * R * temp_kelvin) / (1e-3 * beta_a * n * F)\n",
- " alpha_c = (2.303 * R * temp_kelvin) / (1e-3 * beta_c * n * F) \n",
- " except ZeroDivisionError as e:\n",
- " print(\"Slope is zero, what happened?\")\n",
- " print(e)\n",
- " \n",
- " print(f\"alpha_a {alpha_a:.2f}\")\n",
- " print(f\"alpha_c {alpha_c:.2f}\")\n",
- " print(alpha_a + alpha_c)\n",
- " \n",
- " # 3. Perform linear fit on E vs. i for each branch\n",
- " #medfilt_anodic_i = medfilt(anodic_data['i'].iloc[30:-90], kernel_size=FIT_KERNEL)\n",
- " #medfilt_cathodic_i = medfilt(cathodic_data['i'].iloc[30:-90], kernel_size=FIT_KERNEL)\n",
- " #i_extreme_anodic = medfilt_anodic_i.max()\n",
- " #i_extreme_cathodic = medfilt_cathodic_i.max()\n",
- "\n",
- "\n",
- " \n",
- " \n",
- " # Configure plot aesthetics\n",
- "\n",
- " ax.legend()\n",
- " ax.grid(True, which=\"both\", ls=\"--\", linewidth=0.5)\n",
- " plt.tight_layout()\n",
- " plt.show()\n",
- "\n",
- "plot_tafel(HS1_6)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "e564beda-3ec1-4613-8dde-50d3986f5cfd",
- "metadata": {},
- "outputs": [],
- "source": []
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "b25ef827-dfb6-44d0-8633-e4255ba4f047",
- "metadata": {},
- "outputs": [],
- "source": []
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "b38675d9-8a13-47b0-87f9-f8732612a096",
- "metadata": {},
- "outputs": [],
- "source": []
- },
- {
- "cell_type": "code",
- "execution_count": 427,
+ "execution_count": 261,
"id": "110a6031-ea23-46cf-8f1a-7c39ec6d88b9",
"metadata": {},
"outputs": [],
@@ -765,8 +256,8 @@
" ecorr_guess = data['E'].iloc[np.argmin(medfilt(data['i'], kernel_size=INITIAL_KERNEL))]\n",
"\n",
" # 2. Split data into anodic and cathodic regions based on Ecorr\n",
- " anodic_data = data[data['E'] > ecorr_guess + 10].copy()\n",
- " cathodic_data = data[data['E'] < ecorr_guess - 10].copy()\n",
+ " anodic_data = data[data['E'] > ecorr_guess + 12].copy()\n",
+ " cathodic_data = data[data['E'] < ecorr_guess - 12].copy()\n",
"\n",
" if anodic_data.empty or cathodic_data.empty:\n",
" warnings.warn(\"No data in anodic or cathodic regions. Ecorr guess may be incorrect.\")\n",
@@ -776,17 +267,25 @@
" cathodic_data[\"i\"] = medfilt(cathodic_data['i'], kernel_size=FIT_KERNEL)\n",
"\n",
" # 3. Perform linear fit on E vs. log(i) for each branch\n",
- " p_anodic = np.poly1d(np.polyfit(np.log(anodic_data[\"i\"]), anodic_data['E'], 1))\n",
- " p_cathodic = np.poly1d(np.polyfit(np.log(cathodic_data[\"i\"]), cathodic_data['E'], 1))\n",
- "\n",
+ " p_anodic = np.poly1d(np.polyfit( \n",
+ " np.log10(anodic_data[\"i\"]), \n",
+ " anodic_data['E'], 1))\n",
+ " p_cathodic = np.poly1d(np.polyfit(\n",
+ " np.log10(cathodic_data[\"i\"]), \n",
+ " cathodic_data['E'], 1))\n",
" beta_a = p_anodic[1]\n",
" beta_c = -p_cathodic[1]\n",
"\n",
+ " # 3.5 Find the i_corr according to each branch\n",
+ " # Find the roots of the polynomial p(log(i)) - E_corr = 0\n",
+ " icorr_anodic = np.power(10, ((p_anodic - ecorr_guess).roots)[0])\n",
+ " icorr_cathodic = np.power(10,((p_cathodic - ecorr_guess).roots)[0])\n",
+ " \n",
" # --- 4. Calculations ---\n",
" temp_kelvin = 25.0 + 273.15\n",
" R = 8.314 # Ideal Gas Constant (J/(mol·K))\n",
" F = 96485 # Faraday Constant (C/mol)\n",
- " n = 8 # Number of electrons transferred\n",
+ " n = 3 # Number of electrons transferred\n",
"\n",
" alpha_a, alpha_c = None, None\n",
" try:\n",
@@ -805,13 +304,23 @@
" \"beta_a\": beta_a,\n",
" \"beta_c\": beta_c,\n",
" \"alpha_a\": alpha_a,\n",
- " \"alpha_c\": alpha_c\n",
+ " \"alpha_c\": alpha_c,\n",
+ " \"icorr_anodic\": icorr_anodic,\n",
+ " \"icorr_cathodic\": icorr_cathodic,\n",
" }"
]
},
+ {
+ "cell_type": "markdown",
+ "id": "34f9a01d-0a09-4054-9eec-b12c512fe29a",
+ "metadata": {},
+ "source": [
+ "## Plot Tafel"
+ ]
+ },
{
"cell_type": "code",
- "execution_count": 428,
+ "execution_count": 264,
"id": "56eba50b-b152-4033-af25-5ec5f2bbb80c",
"metadata": {},
"outputs": [],
@@ -819,60 +328,238 @@
"import pandas as pd\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
+ "from matplotlib import rcParams\n",
+ "from matplotlib.ticker import MultipleLocator, AutoMinorLocator\n",
+ "import warnings\n",
"\n",
- "def plot_tafel(data: pd.DataFrame, results: dict):\n",
+ "def plot_tafel(\n",
+ " data: pd.DataFrame,\n",
+ " results: dict = None,\n",
+ " save_path: str = None,\n",
+ " fig_format: str = 'png',\n",
+ " column: str = 'single'\n",
+ "):\n",
" \"\"\"\n",
- " Generates a Tafel plot from experimental data and analysis results.\n",
+ " Generates a publication-quality Tafel plot from experimental data and analysis results.\n",
+ "\n",
+ " This function formats the plot for single or double-column layouts typical\n",
+ " in academic journals, including specific font sizes, line styles, and\n",
+ " LaTeX-formatted labels.\n",
"\n",
" Args:\n",
- " data: The original DataFrame with 'E' and 'i' columns.\n",
- " results: A dictionary from the analyze_tafel function.\n",
+ " data (pd.DataFrame): The original DataFrame containing experimental data.\n",
+ " Must include 'E' (Potential in mV) and 'i' (Current in A).\n",
+ " results (dict, optional): A dictionary from an analysis function containing keys\n",
+ " like 'ecorr_guess', 'beta_a', 'beta_c', 'p_anodic',\n",
+ " 'p_cathodic', 'anodic_data', and 'cathodic_data'.\n",
+ " save_path (str, optional): The file path to save the figure (without extension).\n",
+ " If None, the plot is displayed instead. Defaults to None.\n",
+ " fig_format (str, optional): The format to save the figure in (e.g., 'png',\n",
+ " 'tiff', 'svg'). Defaults to 'png'.\n",
+ " column (str, optional): The journal column type for the plot.\n",
+ " Can be 'single' or 'double'. Defaults to 'single'.\n",
" \"\"\"\n",
- " if not results:\n",
- " print(\"Analysis results are empty. Cannot generate plot.\")\n",
- " return\n",
"\n",
- " fig, ax = plt.subplots(figsize=(8, 4), dpi=150)\n",
+ " # --- 1. Validate Input ---\n",
+ " if results is None or not isinstance(results, dict):\n",
+ " warnings.warn(\n",
+ " \"Analysis 'results' dictionary not provided. Plotting experimental data only.\",\n",
+ " UserWarning\n",
+ " )\n",
+ " results = {} # Use an empty dict to avoid errors later\n",
"\n",
- " # Plot the raw experimental data\n",
- " ax.semilogx(\n",
- " np.abs(data[\"i\"].to_numpy()), data[\"E\"].to_numpy(),\n",
- " marker='o', linestyle='', markersize=3, alpha=0.6, label=\"Experimental Data\"\n",
- " )\n",
+ " # --- 2. Configure Matplotlib for Publication Quality based on column type ---\n",
+ " if column == 'single':\n",
+ " # Parameters for a single-column figure (~3.5 inches wide)\n",
+ " figsize = (3.5, 3.0)\n",
+ " plot_params = {\n",
+ " 'font.size': 8,\n",
+ " 'axes.labelsize': 9,\n",
+ " 'legend.fontsize': 7,\n",
+ " 'xtick.labelsize': 7,\n",
+ " 'ytick.labelsize': 7,\n",
+ " 'axes.linewidth': 0.8\n",
+ " }\n",
+ " data_line_width = 1.0\n",
+ " fit_line_width = 1.2\n",
+ " ecorr_line_width = 0.7\n",
+ " elif column == 'double':\n",
+ " # Parameters for a double-column figure (~7 inches wide)\n",
+ " figsize = (7, 5)\n",
+ " plot_params = {\n",
+ " 'font.size': 10,\n",
+ " 'axes.labelsize': 11,\n",
+ " 'legend.fontsize': 9,\n",
+ " 'xtick.labelsize': 9,\n",
+ " 'ytick.labelsize': 9,\n",
+ " 'axes.linewidth': 1.0\n",
+ " }\n",
+ " data_line_width = 1.2\n",
+ " fit_line_width = 1.5\n",
+ " ecorr_line_width = 0.8\n",
+ " else:\n",
+ " raise ValueError(\"Invalid column type specified. Choose 'single' or 'double'.\")\n",
"\n",
- " # Ecorr line\n",
- " ax.axhline(\n",
- " y=results[\"ecorr_guess\"],\n",
- " color='green', linestyle='--', linewidth=1,\n",
- " label=f'$E_{{corr}}$ = {results[\"ecorr_guess\"]:.2f} mV'\n",
- " )\n",
+ " # --- 3. Generate Plot within a temporary style context ---\n",
+ " with plt.rc_context(rc=plot_params):\n",
+ " fig, ax = plt.subplots(figsize=figsize, dpi=300)\n",
"\n",
- " # Plot Tafel fits\n",
- " anodic_x = np.linspace(results[\"anodic_data\"][\"i\"].min(), results[\"anodic_data\"][\"i\"].max(), 100)\n",
- " cathodic_x = np.linspace(results[\"cathodic_data\"][\"i\"].min(), results[\"cathodic_data\"][\"i\"].max(), 100)\n",
+ " # --- 3a. Plot Experimental Data as a Line Plot --- \n",
+ " ax.semilogx(\n",
+ " np.abs(data[\"i\"]), # x data\n",
+ " data[\"E\"], # y data\n",
+ " marker='none', \n",
+ " linestyle='-',\n",
+ " color='black',\n",
+ " linewidth=data_line_width,\n",
+ " label='Experimental Data'\n",
+ " )\n",
"\n",
- " ax.plot(anodic_x, results[\"p_anodic\"](np.log(anodic_x)), '-', markersize=1, label=f'Anodic Fit (βa = {results[\"beta_a\"]:.2f})')\n",
- " ax.plot(cathodic_x, results[\"p_cathodic\"](np.log(cathodic_x)), '-', markersize=1, label=f'Cathodic Fit (βc = {results[\"beta_c\"]:.2f})')\n",
+ " # --- 3b. Plot E_corr line and Overpotential Axis ---\n",
+ " if 'ecorr_guess' in results:\n",
+ " ecorr = results[\"ecorr_guess\"]\n",
+ " ax.axhline(\n",
+ " y=ecorr,\n",
+ " color='k',\n",
+ " linestyle='--',\n",
+ " linewidth=ecorr_line_width,\n",
+ " alpha=0.8,\n",
+ " label=f'$E_{{corr}}$ = {ecorr:.1f} mV'\n",
+ " )\n",
"\n",
- " # Configure plot aesthetics\n",
- " ax.set_xlabel(\"Current (A)\")\n",
- " ax.set_ylabel(\"Potential (mV)\")\n",
- " ax.legend()\n",
- " ax.grid(True, which=\"both\", ls=\"--\", linewidth=0.5)\n",
+ " #ax.set_ylim(top=-160, bottom=-210) \n",
+ " #ax.set_xlim(left=10**-16) \n",
+ " \n",
+ " # Create a twin axis for overpotential\n",
+ " bx = ax.twinx()\n",
+ " ymin, ymax = ax.get_ylim()\n",
+ " bx.set_ylim(ymin - ecorr, ymax - ecorr)\n",
+ " bx.set_ylabel(\"Overpotential (mV)\")\n",
"\n",
- " # Create a twin axis for overpotential\n",
- " bx = ax.twinx()\n",
- " ymin, ymax = ax.get_ylim()\n",
- " bx.set_ylim(ymin - results[\"ecorr_guess\"], ymax - results[\"ecorr_guess\"])\n",
- " bx.set_ylabel(\"Overpotential (mV)\")\n",
+ " # Set major ticks to be multiples of 50 mV and add minor ticks\n",
+ " bx.yaxis.set_major_locator(MultipleLocator(5))\n",
+ " bx.yaxis.set_minor_locator(AutoMinorLocator(1))\n",
"\n",
- " plt.tight_layout()\n",
- " plt.show()"
+ " bx.tick_params(direction='in', which='both')\n",
+ " bx.spines['right'].set_position(('outward', 0))\n",
+ " else:\n",
+ " warnings.warn(\"Cannot plot E_corr line: 'ecorr_guess' not in results.\", UserWarning)\n",
+ "\n",
+ " # --- 3c. Plot Tafel Fit Lines ---\n",
+ " required_fit_keys = [\"anodic_data\", \"cathodic_data\", \n",
+ " 'p_anodic', 'p_cathodic', \n",
+ " 'icorr_anodic', 'icorr_cathodic', \n",
+ " 'beta_a', 'beta_c']\n",
+ " if all(key in results for key in required_fit_keys):\n",
+ " # ANODIC LINE DOTTED\n",
+ " ax.plot(\n",
+ " np.logspace(\n",
+ " np.log10(results[\"icorr_anodic\"]),\n",
+ " np.log10(results[\"anodic_data\"][\"i\"].max()),\n",
+ " 100,\n",
+ " ), \n",
+ " results[\"p_anodic\"](\n",
+ " np.log10(\n",
+ " np.logspace(\n",
+ " np.log10(results[\"icorr_anodic\"]),\n",
+ " np.log10(results[\"anodic_data\"][\"i\"].max()),\n",
+ " 100, \n",
+ " ),\n",
+ " )\n",
+ " ),\n",
+ " '--', color='#d62728', linewidth=fit_line_width,\n",
+ " label=f'$\\\\beta_a$ = {results[\"beta_a\"]:.1f} mV dec$^{{-1}}$ \\n $\\\\alpha_a$ = {results[\"alpha_a\"]:.2f}'\n",
+ " )\n",
+ " # ANODIC LINE \n",
+ " ax.plot(\n",
+ " np.logspace(\n",
+ " np.log10(results[\"anodic_data\"][\"i\"].min()),\n",
+ " np.log10(results[\"anodic_data\"][\"i\"].max()),\n",
+ " 100,\n",
+ " ), \n",
+ " results[\"p_anodic\"](\n",
+ " np.log10( \n",
+ " np.logspace(\n",
+ " np.log10(results[\"anodic_data\"][\"i\"].min()),\n",
+ " np.log10(results[\"anodic_data\"][\"i\"].max()),\n",
+ " 100,\n",
+ " ), \n",
+ " )\n",
+ " ),\n",
+ " color='#d62728', linewidth=fit_line_width,\n",
+ " )\n",
+ " \n",
+ " # CATHODIC LINE DOTTED\n",
+ " ax.plot(\n",
+ " np.logspace(\n",
+ " np.log10(results[\"icorr_cathodic\"]),\n",
+ " np.log10(results[\"cathodic_data\"][\"i\"].max()),\n",
+ " 100,\n",
+ " ), \n",
+ " results[\"p_cathodic\"](\n",
+ " np.log10( \n",
+ " np.logspace(\n",
+ " np.log10(results[\"icorr_cathodic\"]),\n",
+ " np.log10(results[\"cathodic_data\"][\"i\"].max()),\n",
+ " 100,\n",
+ " ), \n",
+ " )\n",
+ " ),\n",
+ " '--', color='#1f77b4', linewidth=fit_line_width,\n",
+ " label=f'$\\\\beta_c$ = {results[\"beta_c\"]:.1f} mV dec$^{{-1}}$ \\n $\\\\alpha_c$ = {results[\"alpha_c\"]:.2f}'\n",
+ " )\n",
+ " # CATHODIC LINE \n",
+ " ax.plot(\n",
+ " np.logspace(\n",
+ " np.log10(results[\"cathodic_data\"][\"i\"].min()),\n",
+ " np.log10(results[\"cathodic_data\"][\"i\"].max()),\n",
+ " 100,\n",
+ " ), \n",
+ " results[\"p_cathodic\"](\n",
+ " np.log10( \n",
+ " np.logspace(\n",
+ " np.log10(results[\"cathodic_data\"][\"i\"].min()),\n",
+ " np.log10(results[\"cathodic_data\"][\"i\"].max()),\n",
+ " 100,\n",
+ " ), \n",
+ " )\n",
+ " ),\n",
+ " color='#1f77b4', linewidth=fit_line_width,\n",
+ " )\n",
+ "\n",
+ " else:\n",
+ " warnings.warn(\"Cannot plot Tafel fit lines: one or more required keys are missing from results.\", UserWarning)\n",
+ "\n",
+ " # --- 3d. Configure Plot Aesthetics ---\n",
+ " ax.set_xlabel('Current Density, |$j$| (A/cm$^2$)')\n",
+ " ax.set_ylabel('Potential, $E$ vs. Ref. (mV)')\n",
+ " ax.tick_params(direction='in', which='both', top=True, right=False)\n",
+ " ax.grid(True, which=\"both\", ls=\"--\", linewidth=0.4, color='gray', alpha=0.6)\n",
+ "\n",
+ " # Combine legends and make the frame less prominent\n",
+ " lines, labels = ax.get_legend_handles_labels()\n",
+ " ax.legend(\n",
+ " lines, labels, loc='best',\n",
+ " frameon=True,\n",
+ " framealpha=0.9,\n",
+ " edgecolor='0.7',\n",
+ " borderpad=0.3,\n",
+ " labelspacing=0.4\n",
+ " )\n",
+ "\n",
+ " fig.tight_layout()\n",
+ "\n",
+ " # --- 4. Finalize and Show/Save Plot ---\n",
+ " if save_path:\n",
+ " plt.savefig(f\"{save_path}.{fig_format}\", format=fig_format, bbox_inches='tight')\n",
+ " print(f\"✅ Plot saved to {save_path}.{fig_format}\")\n",
+ " else:\n",
+ " plt.show()\n"
]
},
{
"cell_type": "code",
- "execution_count": 429,
+ "execution_count": 265,
"id": "0651c767-a244-4649-8a82-fcda97ade5b0",
"metadata": {},
"outputs": [
@@ -880,16 +567,16 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "alpha_a: 0.52\n",
- "alpha_c: 0.47\n",
+ "alpha_a: 0.53\n",
+ "alpha_c: 0.46\n",
"Sum of alphas: 0.99\n"
]
},
{
"data": {
- "image/png": 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",
+ "image/png": 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",
"text/plain": [
- ""
+ ""
]
},
"metadata": {},
@@ -903,7 +590,7 @@
"# HS1_6 = pd.DataFrame(data)\n",
"\n",
"# 1. Analyze the data\n",
- "analysis_results = analyze_tafel(HS1_6)\n",
+ "analysis_results = analyze_tafel(HS1_5)\n",
"\n",
"# Print the calculated alpha values\n",
"if analysis_results:\n",
@@ -914,13 +601,65 @@
"\n",
"\n",
"# 2. Plot the data and the analysis\n",
- "plot_tafel(HS1_6, analysis_results)"
+ "plot_tafel(HS1_5, analysis_results)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 255,
+ "id": "2f13865b-557a-4fdf-b3d4-a8ffa5c2c8e7",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "p = analysis_results[\"p_anodic\"] "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 256,
+ "id": "5f19c6e5-d6db-4530-b1e1-59b9fbe8a17a",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "poly1d([ 31.77354549, 155.49089313])"
+ ]
+ },
+ "execution_count": 256,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "p\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 216,
+ "id": "9c700d08-e08f-4dd8-9737-3b11e1a7af14",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "np.float64(1.6913954688266906e-11)"
+ ]
+ },
+ "execution_count": 216,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "(2.73)**((p.roots)[0])\n"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "2f13865b-557a-4fdf-b3d4-a8ffa5c2c8e7",
+ "id": "3a9c66d0-3f55-4f4a-a79c-9da787abdfae",
"metadata": {},
"outputs": [],
"source": []
diff --git a/electrochemical_OCP_EIS_LPR/Untitled.ipynb b/electrochemical_OCP_EIS_LPR/Untitled.ipynb
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--- a/electrochemical_OCP_EIS_LPR/Untitled.ipynb
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diff --git a/xrd_phase/TOPAS and Rietveld Introduction.pdf b/xrd_phase/TOPAS and Rietveld Introduction.pdf
new file mode 100644
index 0000000..92b4a1a
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