{ "cells": [ { "cell_type": "markdown", "id": "uqo-header", "metadata": {}, "outputs": [], "source": [ "
\n", "\"Logo\n", "
\n", "\n", "---\n", "\n", "**Project:** EDGAR Research Database \n", "**Description:** SEC EDGAR Research Infrastructure \n", "\n", "**Authors:**\n", "- Manel Kammoun — manel.kammoun@uqo.ca\n", "- Djerrycharli Tandjambianda — djerrycharli.tandjambianda@uqo.ca\n", "- Simon-Pierre Boucher — simon-pierre.boucher@uqo.ca\n", "\n", "**Institution:** Universite du Quebec en Outaouais (UQO) \n", "**License:** Research / Academic Use\n", "\n", "---" ] }, { "cell_type": "markdown", "id": "9cce59de", "metadata": {}, "source": [ "# Intelligence Artificielle dans les Filings SEC - Analyse Approfondie\n", "\n", "Ce notebook explore en profondeur les trois facteurs lies a l'intelligence artificielle extraits des filings SEC :\n", "- **ai_adoption** : Niveau d'adoption de l'IA mentionne dans les documents\n", "- **ai_disruption_risk** : Risque de perturbation lie a l'IA\n", "- **ai_infrastructure** : Investissements et mentions d'infrastructure IA\n", "\n", "Periode couverte : 2010-2026 | Source : EDGAR / DuckDB" ] }, { "cell_type": "markdown", "id": "8ccb4bab", "metadata": {}, "source": [ "## 1. Configuration et chargement des donnees" ] }, { "cell_type": "code", "execution_count": 1, "id": "b81f6263", "metadata": { "execution": { "iopub.execute_input": "2026-05-27T23:07:50.837703Z", "iopub.status.busy": "2026-05-27T23:07:50.837567Z", "iopub.status.idle": "2026-05-27T23:07:51.522601Z", "shell.execute_reply": "2026-05-27T23:07:51.522260Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Dimensions : 7869 lignes x 91 colonnes\n", "Periode : 2010 - 2026\n", "Entreprises uniques : 500\n", "Secteurs : 11\n" ] }, { "data": { "text/html": [ "
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ciktickercompany_namesectorsub_industryfiscal_yearfiling_counttotal_chunkslog_total_chunksai_adoption_accel...macro_risk_maxmacro_risk_meanmacro_risk_pct_changemacro_risk_roll3_meanmacro_risk_roll3_stdmacro_risk_stdmacro_risk_top5pctmacro_risk_wmeanembedding_driftnovelty_score
00001090872AAgilent TechnologiesHealth CareLife Sciences Tools & Services201017313.465736NaN...0.2512420.082800NaNNaNNaN0.0381190.1240730.082800NaN0.045020
10001090872AAgilent TechnologiesHealth CareLife Sciences Tools & Services20118162.833213NaN...0.2547050.0918300.1090480.0873150.0063850.0451760.1400230.0918300.0161800.061395
20001090872AAgilent TechnologiesHealth CareLife Sciences Tools & Services201211243.2188760.026177...0.2521560.0961330.0468630.0902540.0068040.0575090.1559230.0961330.0214570.051440
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" ], "text/plain": [ " cik ticker company_name sector \\\n", "0 0001090872 A Agilent Technologies Health Care \n", "1 0001090872 A Agilent Technologies Health Care \n", "2 0001090872 A Agilent Technologies Health Care \n", "\n", " sub_industry fiscal_year filing_count total_chunks \\\n", "0 Life Sciences Tools & Services 2010 17 31 \n", "1 Life Sciences Tools & Services 2011 8 16 \n", "2 Life Sciences Tools & Services 2012 11 24 \n", "\n", " log_total_chunks ai_adoption_accel ... macro_risk_max macro_risk_mean \\\n", "0 3.465736 NaN ... 0.251242 0.082800 \n", "1 2.833213 NaN ... 0.254705 0.091830 \n", "2 3.218876 0.026177 ... 0.252156 0.096133 \n", "\n", " macro_risk_pct_change macro_risk_roll3_mean macro_risk_roll3_std \\\n", "0 NaN NaN NaN \n", "1 0.109048 0.087315 0.006385 \n", "2 0.046863 0.090254 0.006804 \n", "\n", " macro_risk_std macro_risk_top5pct macro_risk_wmean embedding_drift \\\n", "0 0.038119 0.124073 0.082800 NaN \n", "1 0.045176 0.140023 0.091830 0.016180 \n", "2 0.057509 0.155923 0.096133 0.021457 \n", "\n", " novelty_score \n", "0 0.045020 \n", "1 0.061395 \n", "2 0.051440 \n", "\n", "[3 rows x 91 columns]" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import duckdb\n", "import pandas as pd\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import matplotlib.ticker as mticker\n", "import seaborn as sns\n", "from pathlib import Path\n", "import warnings\n", "warnings.filterwarnings('ignore')\n", "\n", "# Style\n", "sns.set_theme(style=\"whitegrid\", font_scale=1.1)\n", "plt.rcParams.update({\n", " 'figure.dpi': 120,\n", " 'savefig.dpi': 150,\n", " 'figure.facecolor': 'white',\n", " 'axes.facecolor': 'white',\n", " 'font.family': 'sans-serif',\n", "})\n", "\n", "# Connexion DuckDB\n", "DB_PATH = Path(\"../data/duckdb/edgar_research.duckdb\")\n", "con = duckdb.connect(str(DB_PATH), read_only=True)\n", "\n", "# Facteurs AI\n", "AI_ANCHORS = ['ai_adoption', 'ai_disruption_risk', 'ai_infrastructure']\n", "\n", "# Chargement de annual_final\n", "df = con.execute(\"SELECT * FROM annual_final\").fetchdf()\n", "print(f\"Dimensions : {df.shape[0]} lignes x {df.shape[1]} colonnes\")\n", "print(f\"Periode : {df['fiscal_year'].min()} - {df['fiscal_year'].max()}\")\n", "print(f\"Entreprises uniques : {df['ticker'].nunique()}\")\n", "print(f\"Secteurs : {df['sector'].nunique()}\")\n", "df.head(3)" ] }, { "cell_type": "markdown", "id": "d313e24c", "metadata": {}, "source": [ "## 2. Trajectoire de l'adoption de l'IA (2010-2026)\n", "\n", "Evolution du score moyen `ai_adoption_mean` a travers toutes les entreprises, avec intervalle de confiance (moyenne +/- ecart-type). Les evenements cles de l'IA sont annotes." ] }, { "cell_type": "code", "execution_count": 2, "id": "b657c0bf", "metadata": { "execution": { "iopub.execute_input": "2026-05-27T23:07:51.523831Z", "iopub.status.busy": "2026-05-27T23:07:51.523772Z", "iopub.status.idle": "2026-05-27T23:07:51.611510Z", "shell.execute_reply": "2026-05-27T23:07:51.611127Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Agreger par annee\n", "yearly = df.groupby('fiscal_year')['ai_adoption_mean'].agg(['mean', 'std']).reset_index()\n", "yearly.columns = ['fiscal_year', 'avg', 'std']\n", "\n", "fig, ax = plt.subplots(figsize=(14, 6))\n", "\n", "# Ligne principale\n", "ax.plot(yearly['fiscal_year'], yearly['avg'], color='#1a73e8', linewidth=2.5,\n", " marker='o', markersize=6, label='Moyenne ai_adoption_mean', zorder=5)\n", "\n", "# Intervalle de confiance\n", "ax.fill_between(yearly['fiscal_year'],\n", " yearly['avg'] - yearly['std'],\n", " yearly['avg'] + yearly['std'],\n", " alpha=0.2, color='#1a73e8', label='Moyenne +/- 1 ecart-type')\n", "\n", "# Evenements cles\n", "events = {\n", " 2012: \"AlexNet /\\nDeep Learning\",\n", " 2017: \"Transformer\\n(Attention Is All\\nYou Need)\",\n", " 2020: \"GPT-3\",\n", " 2022: \"ChatGPT\\n(nov. 2022)\",\n", " 2024: \"GPT-4o /\\nClaude 3\"\n", "}\n", "for year, label in events.items():\n", " ax.axvline(x=year, color='red', linestyle='--', alpha=0.5, linewidth=1)\n", " ax.annotate(label, xy=(year, yearly['avg'].max() * 0.95),\n", " fontsize=8, ha='center', va='top',\n", " bbox=dict(boxstyle='round,pad=0.3', facecolor='lightyellow', edgecolor='gray', alpha=0.8))\n", "\n", "ax.set_xlabel('Annee fiscale')\n", "ax.set_ylabel('Score moyen ai_adoption_mean')\n", "ax.set_title(\"Trajectoire de l'adoption de l'IA dans les filings SEC (2010-2026)\", fontsize=14, fontweight='bold')\n", "ax.legend(loc='upper left')\n", "ax.xaxis.set_major_locator(mticker.MultipleLocator(1))\n", "plt.xticks(rotation=45)\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "61ac64e6", "metadata": {}, "source": [ "## 3. Top 30 des entreprises les plus avancees en adoption de l'IA\n", "\n", "Classement des 30 entreprises ayant le score moyen `ai_adoption_mean` le plus eleve (moyenne sur toutes les annees), colore par secteur." ] }, { "cell_type": "code", "execution_count": 3, "id": "e8fa650f", "metadata": { "execution": { "iopub.execute_input": "2026-05-27T23:07:51.612642Z", "iopub.status.busy": "2026-05-27T23:07:51.612571Z", "iopub.status.idle": "2026-05-27T23:07:51.729990Z", "shell.execute_reply": "2026-05-27T23:07:51.729481Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Top 30 par ai_adoption_mean (moyenne sur toutes les annees)\n", "top30 = (df.groupby(['ticker', 'company_name', 'sector'])['ai_adoption_mean']\n", " .mean().reset_index()\n", " .sort_values('ai_adoption_mean', ascending=False)\n", " .head(30))\n", "\n", "# Palette de couleurs par secteur\n", "sectors_unique = top30['sector'].dropna().unique()\n", "palette = dict(zip(sorted(sectors_unique), sns.color_palette(\"tab10\", len(sectors_unique))))\n", "colors = top30['sector'].map(palette).fillna('gray')\n", "\n", "fig, ax = plt.subplots(figsize=(12, 10))\n", "bars = ax.barh(range(len(top30)), top30['ai_adoption_mean'].values, color=colors.values, edgecolor='white', linewidth=0.5)\n", "ax.set_yticks(range(len(top30)))\n", "ax.set_yticklabels([f\"{row['company_name']} ({row['ticker']})\" for _, row in top30.iterrows()], fontsize=9)\n", "ax.invert_yaxis()\n", "ax.set_xlabel('Score moyen ai_adoption_mean')\n", "ax.set_title('Top 30 des entreprises - Adoption de l\\'IA', fontsize=14, fontweight='bold')\n", "\n", "# Legende secteurs\n", "from matplotlib.patches import Patch\n", "legend_handles = [Patch(facecolor=palette[s], label=s) for s in sorted(sectors_unique)]\n", "ax.legend(handles=legend_handles, title='Secteur', loc='lower right', fontsize=8, title_fontsize=9)\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "2459263f", "metadata": {}, "source": [ "## 4. Adoption de l'IA par secteur et annee\n", "\n", "Heatmap montrant l'evolution du score moyen `ai_adoption_mean` par secteur (lignes) et par annee (colonnes)." ] }, { "cell_type": "code", "execution_count": 4, "id": "6a744df5", "metadata": { "execution": { "iopub.execute_input": "2026-05-27T23:07:51.731011Z", "iopub.status.busy": "2026-05-27T23:07:51.730942Z", "iopub.status.idle": "2026-05-27T23:07:51.862837Z", "shell.execute_reply": "2026-05-27T23:07:51.862472Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Filtrer les lignes avec secteur valide\n", "df_sect = df[df['sector'].notna()].copy()\n", "\n", "# Pivot : secteur x annee\n", "heatmap_data = df_sect.pivot_table(\n", " values='ai_adoption_mean',\n", " index='sector',\n", " columns='fiscal_year',\n", " aggfunc='mean'\n", ")\n", "\n", "fig, ax = plt.subplots(figsize=(16, 8))\n", "sns.heatmap(heatmap_data, cmap='YlOrRd', annot=True, fmt='.3f', linewidths=0.5,\n", " linecolor='white', ax=ax, cbar_kws={'label': 'Score moyen ai_adoption_mean'})\n", "ax.set_title(\"Adoption de l'IA par secteur et annee\", fontsize=14, fontweight='bold')\n", "ax.set_xlabel('Annee fiscale')\n", "ax.set_ylabel('Secteur')\n", "plt.xticks(rotation=45, ha='right')\n", "plt.yticks(rotation=0)\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "886935f3", "metadata": {}, "source": [ "## 5. Adoption de l'IA vs Risque de perturbation\n", "\n", "Nuage de points montrant la relation entre `ai_adoption_mean` et `ai_disruption_risk_mean`, colore par secteur. La droite de regression revele la tendance globale." ] }, { "cell_type": "code", "execution_count": 5, "id": "a5a248a4", "metadata": { "execution": { "iopub.execute_input": "2026-05-27T23:07:51.863996Z", "iopub.status.busy": "2026-05-27T23:07:51.863905Z", "iopub.status.idle": "2026-05-27T23:07:51.976675Z", "shell.execute_reply": "2026-05-27T23:07:51.976341Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Moyennes par entreprise\n", "firm_avg = (df_sect.groupby(['ticker', 'company_name', 'sector'])\n", " [['ai_adoption_mean', 'ai_disruption_risk_mean']].mean().reset_index())\n", "\n", "# Palette de secteurs\n", "all_sectors = sorted(firm_avg['sector'].unique())\n", "sector_palette = dict(zip(all_sectors, sns.color_palette(\"tab10\", len(all_sectors))))\n", "\n", "fig, ax = plt.subplots(figsize=(14, 9))\n", "\n", "for sector in all_sectors:\n", " mask = firm_avg['sector'] == sector\n", " ax.scatter(firm_avg.loc[mask, 'ai_adoption_mean'],\n", " firm_avg.loc[mask, 'ai_disruption_risk_mean'],\n", " color=sector_palette[sector], label=sector, alpha=0.6, s=40, edgecolors='white', linewidth=0.3)\n", "\n", "# Droite de regression globale\n", "from numpy.polynomial.polynomial import polyfit\n", "x_vals = firm_avg['ai_adoption_mean'].dropna()\n", "y_vals = firm_avg['ai_disruption_risk_mean'].dropna()\n", "mask_valid = firm_avg['ai_adoption_mean'].notna() & firm_avg['ai_disruption_risk_mean'].notna()\n", "x_reg = firm_avg.loc[mask_valid, 'ai_adoption_mean']\n", "y_reg = firm_avg.loc[mask_valid, 'ai_disruption_risk_mean']\n", "z = np.polyfit(x_reg, y_reg, 1)\n", "p = np.poly1d(z)\n", "x_line = np.linspace(x_reg.min(), x_reg.max(), 100)\n", "ax.plot(x_line, p(x_line), color='red', linewidth=2, linestyle='--', label=f'Regression (pente={z[0]:.2f})')\n", "\n", "# Annoter quelques points extremes\n", "for _, row in firm_avg.nlargest(5, 'ai_adoption_mean').iterrows():\n", " ax.annotate(row['ticker'], (row['ai_adoption_mean'], row['ai_disruption_risk_mean']),\n", " fontsize=7, alpha=0.8, ha='left', va='bottom')\n", "for _, row in firm_avg.nlargest(5, 'ai_disruption_risk_mean').iterrows():\n", " ax.annotate(row['ticker'], (row['ai_adoption_mean'], row['ai_disruption_risk_mean']),\n", " fontsize=7, alpha=0.8, ha='left', va='bottom')\n", "\n", "ax.set_xlabel('ai_adoption_mean (moyenne par entreprise)')\n", "ax.set_ylabel('ai_disruption_risk_mean (moyenne par entreprise)')\n", "ax.set_title(\"Adoption de l'IA vs Risque de perturbation par l'IA\", fontsize=14, fontweight='bold')\n", "ax.legend(title='Secteur', bbox_to_anchor=(1.02, 1), loc='upper left', fontsize=8, title_fontsize=9)\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "a73ca20c", "metadata": {}, "source": [ "## 6. Acceleration de l'adoption de l'IA - Grandes entreprises technologiques\n", "\n", "Variation annuelle (`ai_adoption_delta`) pour les principales firmes technologiques. Les valeurs positives indiquent une acceleration de l'adoption." ] }, { "cell_type": "code", "execution_count": 6, "id": "a671aad6", "metadata": { "execution": { "iopub.execute_input": "2026-05-27T23:07:51.977798Z", "iopub.status.busy": "2026-05-27T23:07:51.977731Z", "iopub.status.idle": "2026-05-27T23:07:52.061331Z", "shell.execute_reply": "2026-05-27T23:07:52.060950Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Entreprises technologiques majeures\n", "tech_tickers = ['MSFT', 'AAPL', 'GOOGL', 'NVDA', 'META', 'AMZN', 'IBM', 'INTC']\n", "df_tech = df[df['ticker'].isin(tech_tickers)].copy()\n", "\n", "fig, ax = plt.subplots(figsize=(14, 7))\n", "\n", "colors_tech = sns.color_palette(\"husl\", len(tech_tickers))\n", "for i, ticker in enumerate(tech_tickers):\n", " sub = df_tech[df_tech['ticker'] == ticker].sort_values('fiscal_year')\n", " sub = sub[sub['ai_adoption_delta'].notna()]\n", " ax.plot(sub['fiscal_year'], sub['ai_adoption_delta'],\n", " marker='o', markersize=5, linewidth=2, label=ticker, color=colors_tech[i])\n", "\n", "ax.axhline(y=0, color='gray', linestyle='-', linewidth=0.8, alpha=0.5)\n", "ax.set_xlabel('Annee fiscale')\n", "ax.set_ylabel('ai_adoption_delta (variation annuelle)')\n", "ax.set_title(\"Acceleration de l'adoption de l'IA - Grandes entreprises technologiques\",\n", " fontsize=14, fontweight='bold')\n", "ax.legend(title='Entreprise', fontsize=10, title_fontsize=11)\n", "ax.xaxis.set_major_locator(mticker.MultipleLocator(1))\n", "plt.xticks(rotation=45)\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "245139ad", "metadata": {}, "source": [ "## 7. Leaders en infrastructure IA\n", "\n", "Top 20 des entreprises par score moyen `ai_infrastructure_mean`. L'infrastructure IA inclut les mentions de centres de donnees, capacites de calcul, et investissements materiels lies a l'IA." ] }, { "cell_type": "code", "execution_count": 7, "id": "daf1f474", "metadata": { "execution": { "iopub.execute_input": "2026-05-27T23:07:52.062437Z", "iopub.status.busy": "2026-05-27T23:07:52.062366Z", "iopub.status.idle": "2026-05-27T23:07:52.143598Z", "shell.execute_reply": "2026-05-27T23:07:52.143223Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Top 20 par ai_infrastructure_mean\n", "top20_infra = (df.groupby(['ticker', 'company_name', 'sector'])['ai_infrastructure_mean']\n", " .mean().reset_index()\n", " .sort_values('ai_infrastructure_mean', ascending=False)\n", " .head(20))\n", "\n", "# Couleurs par secteur\n", "sectors_infra = sorted(top20_infra['sector'].dropna().unique())\n", "palette_infra = dict(zip(sectors_infra, sns.color_palette(\"Set2\", len(sectors_infra))))\n", "colors_infra = top20_infra['sector'].map(palette_infra).fillna('gray')\n", "\n", "fig, ax = plt.subplots(figsize=(12, 8))\n", "ax.barh(range(len(top20_infra)), top20_infra['ai_infrastructure_mean'].values,\n", " color=colors_infra.values, edgecolor='white', linewidth=0.5)\n", "ax.set_yticks(range(len(top20_infra)))\n", "ax.set_yticklabels([f\"{row['company_name']} ({row['ticker']})\" for _, row in top20_infra.iterrows()], fontsize=9)\n", "ax.invert_yaxis()\n", "ax.set_xlabel('Score moyen ai_infrastructure_mean')\n", "ax.set_title(\"Top 20 des leaders en infrastructure IA\", fontsize=14, fontweight='bold')\n", "\n", "from matplotlib.patches import Patch\n", "legend_infra = [Patch(facecolor=palette_infra[s], label=s) for s in sectors_infra]\n", "ax.legend(handles=legend_infra, title='Secteur', loc='lower right', fontsize=8, title_fontsize=9)\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "4fd2a91c", "metadata": {}, "source": [ "## 8. Distribution des trois facteurs IA\n", "\n", "Diagrammes en violon comparant les distributions des trois facteurs IA : adoption, risque de perturbation, et infrastructure. Les formes revelent les differences de concentration et d'asymetrie." ] }, { "cell_type": "code", "execution_count": 8, "id": "7d219022", "metadata": { "execution": { "iopub.execute_input": "2026-05-27T23:07:52.144746Z", "iopub.status.busy": "2026-05-27T23:07:52.144684Z", "iopub.status.idle": "2026-05-27T23:07:52.220968Z", "shell.execute_reply": "2026-05-27T23:07:52.220528Z" } }, "outputs": [ { "data": { "image/png": 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YkaW1A/lBnguI/fz8JEmfffaZxRfK06ZNU2Jionr16pVtc7Vr105JSUkZnogZFBSkrVu3qkGDBqpatWq2zQcge/0bENtbbAMAkNNRQQwAeBDDhg2T2WzW+vXrtX//fs2fP1+///673n33XWNMZGRktswVFhamkSNHaty4cdq7d6+aNm0qf3//TJ8fdfXqVfn7+2vAgAEKDg7Wiy++qEGDBunatWtKSUmRv7+/mjZtqr179+r777/Xnj17tGDBAknSN998o5UrV+qrr77S3r171bNnTw0cOFARERE6f/68/P391blzZ+3du1fvvfee3nzzzTsG1UB+kucC4saNG6tTp07avHmzunfvrilTpujFF1/UokWL1KJFC7Vv394YO3/+fM2YMUM3bty4r7mGDh2qxx57TIsXL1avXr308ccfa+DAgfrf//6nEiVKaOLEidl1WwAeAiMgdk5tBZOUlKTk5GRrLgkAAAAAHroDBw6offv2KlKkiCSpfPnyGj16tIoXLy5J8vf314ULFzRy5Eh98cUXkqRFixapefPmatCggaZNm2ZxvYCAAPn6+mY615o1a9SsWTP5+PjIwcFBr776quLi4jKtPt64caMqVKggX19f2dnZqVu3bqpYsaI2btwoGxsbBQUFqX///rK1tVVkZKQSEhJUtGhRSdK1a9f06quvqlKlSrK1tdWzzz4re3t7HTlyRFu3btVjjz2ml156Sfb29qpXr57at2+v1atXZ9dLCuRqeS4glqSJEydq6NChunHjhhYsWKDz589r0KBBmjZtmmxtbY1xCxcu1MyZM+87IHZzc9O3336rF154QRcvXtTChQv1559/qkePHlq9erUee+yx7LolAA/BrT2I0+8DACA3oaIYAHAvOnTooFGjRumjjz7S5s2bFRERoSeeeEJvv/22pNTAt0yZMvrkk0/02muvadu2bfr88881c+ZM7dy5Uzdu3FBMTIxxPX9/fwUFBWU6V1hYmB5//HFj22QyqXLlyjp+/Phdx0qSh4eHUenr7OwsGxsbde3aVU8//bRKliypTp06SZJeeeUVdevWzTgvODhYUVFRevzxx2U2m+Xi4mJxXVtbW506deoeXjUg73rwZrw5kL29vQYNGqRBgwbdcdzPP/9812t169bN4j+YWxUtWlTvvfee3nvvvXteJwDrMgJiB3vJZJLMZsXFxWX4wgEAAAAA8pIJEyYoMDBQ69ev18qVKxUdHS1PT0+98847euKJJzKMDwoKUseOHVW3bl1J0vDhw7VixYoszRUTEyMnJyeLfU5OThYB893Gpu+NLEnLly9XZGSkBg8erLFjx2rSpEkWx//66y8NGTJEgwcPlru7u5o1a6bJkydrzZo18vX11eHDhxUUFKRatWpl6R6AvC5PVhADQFakBcQmezuZ7Gwt9gEAkJPdWjFMBTEA4F7Y2NjIz89Pc+fOVXBwsNasWaPy5curX79+un79eobx4eHhKlWqlLHt7OysYsWKZWkuZ2fnDN9n3a4wJ6tjHR0d5e7urtdee00bN260OLZx40Y9//zz6tu3r/z9/SWlttD44osvtHDhQjVt2lQBAQHy8/NTwYIFs3QPQF5HQAwgXzKbzf8GxHa2RkAcFxdnzWUBAAAAwEO1bds2eXt7Kzo6WlJqWFyjRg1NnDhRsbGxOn36dIZz3N3ddeHCBWM7ISFB165dy9J8VapU0YkTJ4xts9msEydOqEqVKncdK0nHjx9XlSpVdOXKFbVq1UpXrlwxjiUmJqpQoULG9qxZs/TOO+9o8uTJGjBggLE/KipKxYoV0+rVq7Vnzx4FBATo8uXLqlmzZpbuAcjrCIgB5EuJiYlGtVX6gDghIcGaywIAIEtSUlLuuA0AwO00aNBAhQoV0ujRo3X27FlJUkREhGbMmKEyZcqoevXqklLbd968eVOS5Ofnp++//17BwcFKSEjQ559/nuV3X3bq1ElbtmzRjh07lJCQoNmzZ8vR0VENGzbMMLZt27Y6fvy41qxZo8TERK1evVonT55UmzZtVLx4cZUsWVJTpkxRfHy8zp07p+nTp6t79+6SpGXLlunrr7/WkiVL1KpVK4vr3rhxQ927d9e+ffuUlJSkH3/8UTt37pSfn9/9voxAnkJADCBfSv/FjMnWhoAYAJCrJCUl3XEbAIDbcXZ21pIlS+Ts7Kznn39enp6e8vX11fnz57Vw4UI5OKQ+xPuZZ57RhAkTNGnSJPn4+Oi9997TyJEj1ahRI8XGxqpMmTLGNQMCAuTr65vpfFWrVtXkyZM1ceJE+fj4aPv27ZozZ44xz5gxY9S/f39Jkpubm+bOnauFCxeqYcOGWrhwoebMmSM3NzdJ0rRp0xQVFaVmzZqpT58+at++vdFG4osvvlBMTIx69eolLy8v49fmzZtVpkwZffzxx3rrrbfUoEED/d///Z/mzJkjd3f3h/Y6A7mJyUzDshwtOTlZ+/fvlyR5enrK1tbWugsC8oiIiAgNHjxYsjGp9PPtdGXDbiWGR+p///ufvL29rb08AADuaPny5QoMDDS2mzdvbnyDDADIf65fv64VK1bI09Mz08pc3L/ffvtNISEh6tmzpwoXLmzt5QB3dL85IhXEAPKl9P2HpdQqYokKYgBA7pCcnCzp3y/mqSAGAADA/SIgBpAvpQXBJltbi9+z2kcLAABrSguEHWxNkv4NjAEA+ZPJlPr5gDeJZz9eU+QHBMQA8iUjIE6rIP7n98TERKutCQCArEoLhB1sUgMBKogBIH9L6+cbHR1t5ZXkPWmvqaOjo5VXAjw8BMQA8qW0INhkk/rfYFqLCQJiAEBukPb5ysku9fMXATEA5G9OTk4qUaKEzpw5o9jYWGsvJ8+IjY3VmTNnVLx4cTk5OVl7OcBDY2ftBQCANRgB8T/BsGwIiAEAuUfa5ysXOz5/AQBS1apVS7/88ovWrl2rGjVqqFixYrKxoS7wfqSkpOjq1av6888/FR8fr0aNGll7ScBDRUAMIF8yvpG2tawg5iF1AIDcIO3zmLMdn78AAKmqVq2qhIQE/fbbb9qzZ4+1l5Mn2Nvbq3HjxqpWrZq1lwI8VATEAPIlWkwAAHKztEDYxS61BzGfvwAAklS7dm3VqFFD58+fV3R0dI59wNqZM2cUEhIiLy8vlS9f3trLycBkMsnV1VVly5aV7T8PNAfyMgJiAPlSWq/GtGA4LSimhyMAIDegghgAcDu2trY5MnRNb9asWbp69arOnj2rWbNmWXs5QL5HMxoA+ZIRBKf15LIlIAYA5B5pgbAzPYgBALnQ1atXJUmRkZHWXQgASQTEAPKp21UQJycnW21NAABkVdrnKwfb1BYT/IATAAAA94uAGEC+9G8Fscnid77BBgDkBkZA/M/nL37ACQAAgPtFQAwgXzIqiG0sK4h5iy4AIDcgIAYAAEB2ISAGkC/dLiCmghgAkBukfb6yt6VFEgAAAB4MATGAfClDiwkeUgcAyEVurSDm8xcAAADuFwExgHwprZXEvw+p4xtsAEDukZKSIkmys7HcBgAAAO4VATGAfOnfCuJ//hu0pQcxACD3MJvNkiSTyWSxDQAAANwrAmIA+VKGCmJbW0lSQkKC1dYEAEBWpQXCfDEPAACAB8XXlADypbi4OEmSyc7un99TA+L4+HirrQkAgHtlSvdnqogBAABwPwiIAeRLaUGwjX1qMGxDQAwAyEX+bTGRcR8AAABwLwiIAeRL/1YQpwbDJns7i/0AAORkRouJdAkxATEAAADuBwExgHwpNjZW0r/BcFpQHBsbyzfYAIAcLyUlRZJkSwUxACCXufXzVdrnNADWQ0AMIF+KiYmRlC4g/ud3s9lMFTEAIMdL+2bazubfhDg5OdlaywEAIMvSHhieJikpyUorAZCGgBhAvnTjxg1Jkq2TgyTJxt5OJltbi2MAAORURkCcrsUEFVgAgNzg1oA4ISHBSisBkIaAGEC+k5SUZFQQ2/wTEKf+2V4SATEAIOdLqxamghgAkNvcGggTEAPWR0AMIN8xAmCTSSYHe2O/jZOj5XEAAHKozFpMUEEMAMgN4uPj77gN4NEjIAaQ76QFwDZODjKle2tuWjUxATEAICczm81GtbCt6d8v6KkgBgDkBlQQAzkPATGAfCcyMlKSZXuJ9NtpxwEAyInSV1o52prkYJv6w04esgoAyA2oIAZyHgJiAPnO1atXJUm2Lk4W+21dnSyOAwCQE8XGxkqSTJLsbUxysrWx2A8AQE5GBTGQ8xAQA8h3bhsQOxMQAwByvrQg2MnOJJPJJCc7k8V+AAByslvf8UIFMWB9BMQA8p20ANjGxdFivw0VxACAXMAIiP+pHHakghgAkIvcWjFMQAxYHwExgHzn9hXEjhbHAQDIif4NiE0WvxMQAwByA3oQAzkPATGAfCciIkLS7XsQ37x5kz5YAIAcKzo6WpLkZJf6pbzzP79HRUVZbU0AAGTVrYEw33sB1kdADCBfMZvNunLliiTJtoCzxTGTg71MdraS/g2RAQDIaa5duyZJKuRga/F7ZGSktZYEAECW8ZA6IOchIAaQr0RHRxs/sb61gthkMsnWNTU0TguRAQDIadIC4sJGQGxjsR8AgJwsMTHRYpuAGLA+AmIA+Upa8Gvj5GBUC6eX1maCgBgAkFPdGhCn/U5ADADIDW4NhG8NjAE8egTEAPKV8PBwSf8GwbeighgAkNMZAbFj6pfyhWkxAQDIRaggBnIeAmIA+cqlS5ckSbYFXDI9blvQxWIcAAA5TVoQbPQgdkz9/erVq9ZaEgAAWfZvIGySRAUxkBMQEAPIVy5cuCBJsivsmulxu0KuFuMAAMhJ0j9stcg/AXHa77GxsYqJibHa2gAAyIrk5GRJkq2tncU2AOshIAaQr/z999+S/g2Cb5UWHP/9999KSUl5ZOsCACArbt68qfj4eJkkuTmlfmPtZGcjV7vUL+vTWikBAJBTpX2fZUNADOQYBMQA8pV/K4gLZHrctoCzZGNSfHw8b9UFAOQ4ly9flpTad9jOxmTsL+Zka3EcAICcKikpSZJkY5P6uYuAGLA+AmIA+caNGzd08+ZNSf/2Gr6VycbG6E98/vz5R7Y2AACyIi0AdvsnEE5T7J9qYgJiAEBORwUxkPMQEAPIN8LCwiSlhsM29na3HWfvVshiPAAAOUVaAJwWCKcp5kxADADIHdICYSqIgZyDgBhAvnH06FFJkkPJoncc51CyiMV4AAByitsGxI60mAAA5DIm093HAHgkCIgB5BvHjh2TlIWAuETq8dDQUH6aDQDIUf4NiGkxAQDIncxm8x23ATx6BMQA8oXExESjZcTdAmK7IgVlsrdTXFyczp49+yiWBwBAlqQFwMWdM28xER4ebvR2BAAgZ6OCGMgpCIgB5AthYWFKTEyUjaPDbR9Ql8ZkY5JDiSKSpCNHjjyC1QEAcHdJSUmKiIiQlLHFRBFHW9mYUsdcu3bNGssDAABALkVADCBf+O233yRJDmWKyZSFXlcOpYtbnAcAgLWFh4fLbDbLwcakgvaWX8bbmkxyc6TNBAAAAO4dATGAPC8lJUV79+6VJDlXKJWlc5wruEtKfVBdZGTkw1oaAABZlr7/cGY/7EzrS3zp0qVHui4AAO4PvYeBnIKAGECed+LECUVERMhkZyvHfyqD78bW1Vn2xQvLbDZTRQwAyBH+DYjtMj3Og+oAALnBrT/kzMo7PAE8XATEAPK8PXv2SJIcy5WQyc72LqP/5VS+lMX5AABYU1rw60ZADADIC8ypFcQExID1ERADyNNSUlK0e/duSZJTFttLpHH6p83EkSNHdPXq1WxfGwAA9yI8PFzSv60kbpW2/8qVK49sTQAA3C8aTAA5BwExgDwtJCQktb2Eg72cypS4p3PtCrjIoWRRmc1mbdmy5SGtEACArPk3IM68gtiNCmIAQC5AxTCQ8xAQA8jTNm/eLElyqVL2ntpLpHGpWl6S9PPPPyspKSlb1wYAwL1IC4hv12LC7Z8K4sjISCUkJDyydQEAcC/MRmsJG4ttANZDQAwgz7p06ZIOHjwoSXJ5/LH7uoZTeXfZODno2rVr+v3337NzeQAAZFlMTIyioqIkSW6Omf/A09XORo62qVVZaWEyAAA5TUpKiqR/K4kJiAHrIyAGkGf9/PPPMpvNcihdTHaFXO/rGiZbGzlXKSdJ2rRpU3YuDwCALEsLfF3tbORkl/mX8CaTSW6OtJkAAORs5lseTpcWGAOwHgJiAHlSXFyc0TfYtVr5B7pWWvXx4cOHdfbs2QdeGwAA9+rSpUuSpOLOmbeXSFPcObW6mIAYAJBT3dpiAoD18dEIIE/6+eefFRUVJduCLnIsW/KBrmVXwFlO5d0lSevWrcuO5QEAcE+MgNjpzv30i//TnzhtPAAAOY3RYsIm9XMaz3oBrI+AGECek5iYqPXr10uSCtSqJJPNgz8lt0DtypKkX3/9laosAMAjlxb4FrvNA+rSpFUYExADAHKqtEDY1s5ekpScnGzN5QAQATGAPGjnzp26evWqbJwd5Vy5bLZc075YYTmULqaUlBQFBQVlyzUBAMiqLLeYoIIYAJDDpQXCtrZ2FtsArIeAGECekpKSYrSBcK1RUSbb7PtvLq2K+JdfftH169ez7boAANzNvy0mslZBfPnyZR76AwDIkYwKYlt7i20A1kNADCBP2b17t/7++2+ZHOzkUvWxbL22g7ub7IsXVmJiIlXEAIBHJjY2VleuXJEklXS5c0Bc1NFW9jap32xTRQwAyInSAmEbAmIgxyAgBpBnpKSk6LvvvpOUWj1sY3/nb6LvlclkUoG6VSRJGzdtoooYAPBInD17VpJU2MFGBezv/JA6G5NJpVxSv+E+c+bMQ18bAAD36tYexATEgPUREAPIM3bv3q3z58/L5GAn1+oVHsocjmWKy75YYSXEx+v7779/KHMAAJDe6dOnJUllXB2yNL6sq73FeQAA5CSJiYmSCIiBnISAGECekJKSotWrV0uSXGtUko2D/UOZx2QyqcATqVXEm6giBgA8AmmVwGULZO1zW1qQTAUxACAn+vchdQTEQE5BQAwgT9i1a5cuXLggk4P9Q6seTuNYprjsixdWQkKC8UA8AAAeln8riLMWEKcFyQTEAICc6N8KYgeLbQDWQ0AMINez6D1cs6JsHLK39/Ct0vci3rx5M1XEAICHJikpyehBXDaLAXHpf8ZduXJFN27ceGhrAwDgftCDGMh5CIgB5Hp79uz5t3q42sOtHk5j9CJOSND69esfyZwAgPznxIkTio+Pl6udjUo4Z+0HoC52Nirlkjr2yJEjD3N5AADcs7QWEzY2thbbAKyHgBhArpaSkqI1a9ZIklxrVHjo1cNpUquIPSRJGzdupEILAPBQHDp0SJL0eBFH2ZhMWT6vahEni/MBAMgpzGazJMn0T0Cctg3AegiIAeRqwcHBOnv2rEz2dg+99/CtHMuWkJ1bIcXHx2vDhg2PdG4AQP7wxx9/SJKqFXG8p/OqFXW0OB8AgJwiJSVFkmQy2VhsA7AeAmIAuZbZbP63erh6Bdk4ZK03Y3YxmUwqWCe1injDhg2Kiop6pPMDAPK22NhYHT9+XJJUtajTPZ3rUchRNibp8uXLunTp0sNYHgAA9yUtELaxISAGcgoCYgC51h9//KFTp07JZGcr1xqPtno4jeNjJWVXpIDi4uL0888/W2UNAIC86ciRI0pOTlZxJ1sVc7q3FkpOdjaqWDD16fBUEQMAchIqiIGch4AYQK4VFBQkSXKuUk42jg5WWYPJZJJrrUqSpB9//JEn8AIAss2+ffsk/dtP+F5V+6fqOO06AADkBKZbeurfug3g0SMgBpArnT17VgcPHpRMeuS9h2/lXKG0bJwdde3aNe3atcuqawEA5A0JCQnavXu3JMmrhPN9XcOzeOp5Bw8e1PXr17NtbQAAPIi0QNhstmw1AcB68uRHYXJyshYtWiRfX1898cQTatWqlaZOnar4+Ph7vtalS5dUv359zZ8//7ZjAgMD1bVrV3l6eqpp06b64IMPdOPGjQe4AwB388MPP0iSnB5zl11BF6uuxWRrI9dq5SVJ69ev5ym8AIAHFhwcrNjYWBV1tJVH4Xt7QF0adxd7VSjooJSUFO3YsSObVwgAwP1JC4TTAmIqiAHry5MB8Ycffqjx48erYMGC6t27t8qVK6eAgAANGjTonnrbREVF6fXXX7/jg6e+/PJLjRgxQklJSXrhhRdUt25dLV26VC+88IJiY2Oz43YA3OL69evauXOnJMm1RkXrLuYfLlUfk8nWVqdPn9aff/5p7eUAAHK57du3S5IalHSRzQN849ygpIvF9QAAsLZ/K4jNFtsArCfPBcQhISFatmyZ2rRpo2XLlmn48OFauHChevfurZ07d2rdunVZus6ZM2f0/PPPp76F/TYuXLigzz//XHXr1tWqVas0fPjw/2fvvsOjKtP/j7/P9EnvhRQCISTU0AURBAFRUVRssOpi4bfW/a66a1t3LesWy6qr4ooiIqCgKKggSCf03gIhlCSEhBACCemTZNr5/RGSFQEFUk4yuV/XtZebc5J5PqPJlHvucz/897//5dlnn+XgwYNMnz69se6WEOInUlJScDgcGIP9MYYGaB0HAJ3ZhDW+HQDLly/XOI0QQojWrLi4uP41aP/whl0l0zvUC71S+9o2Ozu7EdIJIYQQDVNfIHZLB7EQLYXHFYg///xzAB5//PGzHmT+8Ic/YDQa+eabb371Nj788EPGjh3L4cOHGTRo0AW/76uvvsLpdPLwww9jMv1vg6yJEycSFhZ2UWsJIS6N2+1m1apVAHglxraoFxNenWvHTGzfvp3i4mKN0wghhGit1q9fj6qqdPAzEWo1Nui2vI06ugfXziJeu3ZtY8QTQgghGuTnIyZkBrEQ2vO4v8Lt27cTEBBAUlLSWcd9fX3p2rUru3btwul0/uJtTJs2jbi4OL788kvGjh17we/btm0bAFdcccVZx/V6Pf369SMvL4+8vLzLvCdCiPNJTU3l1KlTKCYD1vYRWsc5izHQF2NoAG63mzVr1mgdRwghRCvkcrlYsWIFAAPCGmfG/hVnupDXrl0rI9CEEEJo7ueb1LWkph8h2iqPKhDb7XZOnDhBbGzsec9HRUXhcDg4duzYL97OW2+9xfz58+nZs+cvfl9OTg7BwcH4+Picdy1ALuUTopGtXLkSAK+OUSgGvcZpzlXXRbxq1apLmnkuhBBCQG0DwqlTp/A26OjbSAXipEALoVYDNpuNlJSURrlNIYQQ4nLJDGIhWh6D1gEaU0lJCQB+fn7nPe/r6wtAeXn5L97O1VdffdHrRUdHN2itS5Geni4PnKJNKysrY+fOnUDtpnAtkbV9OGXbjBQWFrJgwQISEhK0jiSEEKKVUFW1fkTZ4EhvTPrG6eXQKQrDonz4OqOEBQsWEB0dLZfzCiGE0ExdI03dDGJVVUlLS9MykhAeo+6Dl0vlUa8M60ZH/HQe8E/VHa+pqWm09ZprLSEE7N69G1VVMYUHYvA/t3O/JVD0erzia68g2LVrl8ZphBBCtCbHjh3j+PHjGBQY0q5xn+f6h3nhbdBRWlrKwYMHG/W2hRBCiEvx8xETQgjteVQHscViAcDhcJz3vN1uB8DLq3Eu17NYLM22FkCXLl3Q61veJfVCNAe3282UKVMA8Epomd3DdbwSoqlMzyYjI4PIyEiCgoK0jiSEEKIVWLZsGQD9wrzwNTXuaz6TXsfgSG+W5ZaTmprKbbfdJlemCSGE0ETdVSzKmX/qdDq6deumZSQhPIbL5WL37t2X/HMe1UHs4+ODTqejoqLivOfrxj3UjX9oKD8/vwuOkKg7fr75xEKIS7dnzx6KiopQTEYsseFax/lFBn8fTGGBqKoqm9UJIYS4KPn5+Wzfvh2AYVGN81r154a088GgQEZGhnQRCyGE0EzdiAmdoj/rayGEdjyqQGwymYiKiiI3N/e8548dO4bVaiUyMrJR1uvQoQOFhYXn3Q26biO8+Pj4RllLiLZu9erVAHh1bIfSCjrprQm188lXr14tL3iEEEL8qoULF6KqKl2DLER4G5tkDV+Tnv7h3gB8//33TbKGEEII8Wvq3h/VdRDL+yUhtOdRBWKAvn37UlhYSGZm5lnHy8vLSU9Pp0ePHhgMjTNZo2/fvqiqyrZt28467nK52L59O1FRUYSFhTXKWkK0ZcXFxfWb01lb+HiJOtbYCBSTgcLCQvbu3at1HCGEEC3YqVOnWLduHQCjYpqme7jOiGhfdErtlTlZWVlNupYQQghxPnWbaCk6/VlfCyG043EF4ltuuQWAt99++6xPod59910cDgfjx49vtLVuuukmDAYD77///lmb0c2YMYNTp0416lpCtGUrV67E7XZjDA3AGNA6xrYoBj3WjrWb1dXNlBRCCCHO54cffsDlctE5wEwHP3OTrhViNdAntHaPjO+++65J1xJCCCHOx+VyAaA7UyCu+1oIoR2P2qQOYNCgQdx0000sXLiQO+64g0GDBrF37142b97M1VdfzXXXXVf/vZ999hnl5eVMnDgRPz+/S16rQ4cOTJo0iSlTpnDzzTczYsQIsrOzWbFiBd26deOee+5pzLsmRJvkcDhYsWIFAN5J7TVOc2m8E2OxHTjKrl27yM/Pb7TxNkIIITxHcXExKSkpQNN3D9cZGePLjpM2tm/fTk5ODrGxsc2yrhBCCOF2u3E6nQAYjRagtkDsdrvrN68TQjQ/j/zr+9e//sUTTzxBWVkZM2bMIC8vj0ceeYR3330X/U9ml86cOZPJkydTVlZ22Ws9+eSTvPTSSxgMBmbOnMn+/fu55557mDZtGl5eXo1xd4Ro0zZt2kRZWRk6L0uL35zu5wx+3pijQgHpIhZCCHF+ixYtwuFw0MHPRCf/pu0erhPhZSQ5xArILGIhhBDNy2631/9/g8l83uNCiObncR3EAEajkUceeYRHHnnkF79v1apVv3pb48aNY9y4cb/4Pb/5zW/4zW9+c0kZhRC/TlVVlixZAoB355j6TQxaE++k9tTknWLNmjXccccd8sGREEKIeqWlpaw8c5XMtTF+KIrSbGuPivFld2EVmzdvZty4cURFRTXb2kIIIdquswrEhrMLxBaLRYtIQgg8tINYCOEZDhw4QHZ2Nuh1eHVuHZvT/ZwpMhi9nzfV1dWsXr1a6zhCCCFakIULF1JjtxPrYyQpsHm6h+tE+ZjoHmxBVVXmz5/frGsLIYRouxwOBwCKToei09XPIZYOYiG0JQViIUSLpKoqX375JQBe8VHozCaNE10eRVHw6RoHwIIFC7DZbNoGEkII0SIUFxezfPlyAK5v79+s3cN1rout3YNj8+bNHDt2rNnXF0II0fbU1NQAoNPVXtCu0xvOOi6E0IYUiIUQLdK2bds4fPgwil6HT494reM0iDU+Cr2fN+Xl5fzwww9axxFCCNECLFy4EIfDQXtfU7N3D9eJ9jHRM9iKqqrMmzdPkwxCCCHalurqagD0BmPtP/W1/5QCsRDakgKxEKLFcTqdfPXVVwB4d+2A3qt1z6JSdDr8encGYPHixZw+fVrjREIIIbRUXFzMypUrAbihffPOHv6569rXdhFv2bKFnJwczXIIIYRoG+oKwXWFYd2ZQnFd4VgIoQ0pEAshWpyUlBTy8/PRmY14d+2gdZxGYY4JwxgagN1uly4tIYRo477//nscDgcd/Ex0DtCme7hOO28jvUKsAPL8JIQQosldqINYCsRCaEsKxEKIFqWsrIxvvvkGAJ+endCZDBonahyKouDXJxGoLYBnZWVpnEgIIYQWCgsLWbVqFQDXx2rbPVxndKwfCrXjnY4cOaJ1HCGEEB6svkB8pjCslw5iIVoEKRALIVoMVVX55JNPKCsrw+DvjVdCjNaRGpUpLBBLXASqqvLBBx/InC0hhGiDvv32W5xOJ538zSRo3D1cJ9LbSJ/Q2i7ir7/+WuM0QgghPFldIVinlw5iIVoSKRALIVqMlJQUtm/fDjqFgKuSUfSe9xDlP6ArOquZ/Px8vvjiC63jCCGEaEb5+fmsWbMGgDFxLaN7uM517f3RKbB7924OHTqkdRwhhBAe6ucjJnT62itGpXlGCG15XvVFCNEq5efnM2PmDAB8e3XGGOSncaKmoTObCBjcA4AVK1awc+dOjRMJIYRoLvPmzcPtdtM10EIHv5bRPVwn1GpgQLg3AHPnzkVVVY0TCSGE8EQ/36SurlAsBWIhtCUFYiGE5pxOJ//973+x19gxhQfh3TVO60hNyhwZgneXOAA+/vhjSktLtQ0khBCiyeXm5rJp0yYAbohrmR+Cjo7xRa/A/v372bdvn9ZxhBBCeKD6EROG2s5hGTEhRMsgBWIhhOa++uorMjMzUUwGAgb3aFGX3DYV396dMQT4UFZWxgcffIDL5dI6khBCiCb09ddfo6oqySFWon1MWsc5r0CLgcGRPoB0EQshhGga53QQS4FYiBZBCsRCCE2tX7+eRYsWAeA/sDt6b6vGiZqHotcRMCQZxaBn3759fPnll1pHEkII0USys7PZvn07CnB9+5bZPVxnVIwvRp1CZmYmqampWscRQgjhYX5eIJYZxEK0DFIgFkJoJisri6lTpwLg3b0j1vYRGidqXsYAX/yvrJ1HvGjRItatW6dxIiGEEE3h22+/BaBXqJUIL6PGaX6Zr0nP4MjaWcTz5s2TLmIhhBCNqq4QXFcYlhnEQrQMUiAWQmiitLSUt99+G4fDgTkqFN/kBK0jacLaPgKfHvEAfPLJJ2RlZWmcSAghRGPKyclh27ZtKMC1MS27e7jONdG1XcQZGRns3btX6zhCCCE8iHQQC9EySYFYCNHsnE4n//nPfzh9+jR6P28CruqJovP8ucMX4pPcCXN0KA6Hg7feeouSkhKtIwkhhGgkdd3DySFWIr1bdvdwHT+TnkERtV3E8+fPly5iIYQQjeacDmK9dBAL0RJIgVgI0axUVeWzzz7j4MGDKEYDQcN6ozO1jjfMTUVRFAIGJ6P386a4uJh33nkHh8OhdSwhhBANdOzYMbZu3QrAtbGto3u4zohoXwwKHDp0iLS0NK3jCCGE8BD1HcSGug5iKRAL0RJIgVgI0ayWLVvGqlWrAAi4qicGfx+NE7UMOpOBoOF9UEwGDh8+zLRp06RjSwghWrnvvvsOVVXpGWylXSvpHq7jb/5fF3FdF7QQQgjRUD8fMSEziIVoGaRALIRoNnv37mXWrFkA+PZJxBIdpnGilsXg503gkF6gwNq1a1m8eLHWkYQQQlymU6dOsXnzZgBGxfpqnObyjIjxRadAeno6mZmZWscRQgjhAaqrq4H/FYb1Z0ZN1B0XQmhDCsRCiGaRn5/Pu+++i9vtxtqxHd5d47SO1CKZ24Xg1zcJgNmzZ7Nr1y6NEwkhhLgcS5Yswe120znATIyPSes4lyXAbKBPqBcAixYt0jiNEEIIT1BXCK4bLVHXSSwFYiG0JQViIUSTq6ys5N///jc2mw1jaAD+A7uhKG13U7pf45XUHmunaFRVZfLkyRw7dkzrSEIIIS5BZWUlq1evBmB4VOvsHq4zPKp2FNSWLVs4efKkxmmEEEK0dufMIJYRE0K0CFIgFkI0Kbvdzttvv01+fj46LwuBV/dG0eu1jtWiKYqC/4CumMICqaqq4vXXX+f06dNaxxJCCHGRVq5cSXV1NZFeBpICzVrHaZAoHxOJAWZUVeXHH3/UOo4QQohWzO12Y7fbgf+NlqjrIHY4HDidTs2yCdHWSYFYCNFkXC4X77//Punp6SjG2k3Y9NbW/Ua5uSh6HQFX90bv50VRURH/+te/qKio0DqWEEKIX+FwOFiyZAkAw6N9PeKKmWuia7ugU1JS5LlICCHEZfvpGAm9vnb8Ul0nMUgXsRBakgKxEKJJqKrKtGnT2LFjB+h0BA7vgzHIT+tYrYreYiJoRH90VjN5eXm88cYbMptLCCFauPXr11NSUoK/SVc/v7e16xxgpp23kZqaGpYtW6Z1HCGEEK1UXQFYUXQoutpylE6nR1Fq/7+81xFCO1IgFkI0iS+//JKUlBRQIHBIMubwIK0jtUoGHytBI/uhmIxkZGTw7rvvyqVXQgjRQrlcLhYsWADAsChfDLrW3z0MtaOPRp7pIl6yZIm8gRdCCHFZqqqqgNoN6n56hU1dF7E8vwihHSkQCyEa3cKFC1m4cCEA/gO7Y4kN1zhR62YM8CXomj4oBj179uxhypQpuFwurWMJIYT4mc2bN1NQUIC3QceVkd5ax2lUvUKthFoNVFRUsGLFCq3jCCGEaIXqCsB6g+Gs43VziGXEhBDakQKxEKLROBwOpk2bxpw5cwDw7dMZr07RGqfyDKbQQAKG9gJFYePGjbz22muUlZVpHUsIIcQZbreb7777DoCro3ww6z3rZbbuJ13EixYtqt9kSAghhLhYdQXguoJwnboO4roOYyFE8/OsV65CCM0UFxfz97//nZUrVwLg27szPt06apzKs1iiQgm8uheKQU9aWhovvPACR44c0TqWEEIIYPv27eTl5WHRKwxp56N1nCbRL8yLQLOe0tJSVq9erXUcIYQQrcz/OojPLhDrpINYCM1JgVgI0WAHDx7khRde4PDhwygmA4HX9MWnuxSHm4IlJpzg6wei9/WiqKiIl19+mXXr1mkdSwgh2rSfdg8PaeeD1eCZL7H1OoURZ7qIf/jhBxwOh8aJhBBCtCZ1BWDdzzuI9Yazzgshmp9nvnoVQjQLVVVZvnw5f//73ykpKcEQ4EPI9YOwRIVqHc2jGQN8CblhEOaoUBwOBx9++CEzZsyQzeuEEEIjKSkpZGdnY9IpXB3lmd3Dda6I8MbPpKOoqKh+Qz4hhBDiYtR3EOvPnkGskwKxEJqTArEQ4rJUVFTw0UcfMX36dFwuF5b2EQRfNxCDn2dtytNS6UxGAof3wadHPABLly7ln//8JwUFBRonE0KItqW4uJjZs2cDcEOcHz5GvcaJmpZRp3BLxwAAvv/+e/Ly8rQNJIQQotW4cAexjJgQQmtSIBZCXBKn08mSJUt46qmnWLt2LSi1m9EFDElGZzT8+g2IRqMoCr69Egi8ujeKUc+BAwd4+umn+eKLL7DZbFrHE0KINmHWrFnYbDZifIwM9dDZwz/XO8RK1yALTqeTadOm4Xa7tY4khBCiFfjfJnU/7yCWArEQWpMCsRDioqiqyo4dO3j22WeZOXMmFRUVGAJ8CBrZH59uHVEUReuIbZYlNpyQ6wdhigzG6XSyaNEinnzySZYvX47L5dI6nhBCeKydO3eyefNmdArclRCIro08FyqKwu3xAZh0CgcOHCAlJUXrSEIIIVqB/xWIf9ZBbKgtGNeNoBBCND9p9xNC/KqjR4/y+eefk5aWBoDOYsI3OQFrpygUnXzO1BIY/H0IGtGPmuOFlG0/QHlZOdOnT2fZsmXcc889JCcnax1RCCE8SnV1NdOnTwdgWJQP0T4mjRM1ryCLgRvi/Pguq5TZs2fTu3dvAgMDtY4lhBCiBasfMWGQDmIhWhopEAshLqikpISvv/6alJQUVFUFnQ7vLu3x6R6PziQPHy2NoihYokIxRwZjO5xL+Z4M8vLyeP3110lOTubuu+8mOjpa65hCCNHqqarKzJkzKSoqItiiZ3Ssn9aRNDG0nQ87TtrIrbAxdepU/vjHP6LXe/YMZiGEEJfvgh3EskmdEJqTCo8Q4hzl5eUsXbqUxYsX11/mY2kfgW/vzhh8vTROJ36NotPhndgea1w7KvZmUnnwKHv27CE1NZVhw4YxduxYwsPDtY4phBCt1rx580hJSUEB7uwUiFnfNq+m0SkKdyUE8p/dJ9m9ezeffvopkyZNkrFTQgghzut/m9RJB7EQLY0UiIUQ9QoLC1m8eDGrVq/GfubJ2Rjsj1+/JExhctloa6MzG/Hrl4RX5xjKdh6iJreA1atXk5KSwhVXXMHYsWOJi4vTOqYQQrQqK1asYP78+QDc3imAxECLxom0Fe1j4t6kYD5LL2L16tUEBgZy++23ax1LCCFEC1TXfHTuDGLjWeeFEM1PCsRCCHJzc1m4cCGbNm2q39TMEOiLT/eOWNpHSCdQK2fw8yZoWG/sBaep2JdFzfFCNm/ezObNm+nRowdjx46la9eu8t9ZCCF+xdatW+vnDo+O9WVwpI/GiVqG5BArt3cK4OuMEubPn4+/vz+jRo3SOpYQQogWprKyEgCD0XzW8bqv684LIZqfFIiFaMMOHDjAwoUL2bVrV/0xU0QQPt06YooMloKhhzGFBxEUHoTjdBkVaUeoPprP3r172bt3Lx07duSmm26if//+6GTjQSGEOEd6ejoffDAZVVUZFOHNdW107vCFDI70odzuZklOGZ999hn+/v4MGDBA61hCCCFakIqKCuDcArFRCsRCaE4KxEK0MW63m127drFw4UIOHTpUf9wSG453t46YQvw1TCeagzHIj8AhyTh7JVCZno0t4xhZWVm8++67REREcOONN3LVVVdhMpm0jiqEEC1CTk4Ob731Fg6Hkx7BFu7oFCAfop7H6FhfyuwuNp6oZPLkyTz33HN07dpV61hCCCFaiP91EJ89nqnuaykQC6EdKRAL0UY4nU42btzIwoULycvLqz2o02Ht2A6fbh0w+HlrG1A0O4OvF/4DuuLTsxO2A0epPJjDiRMn+OSTT/jmm2+47rrrGDlyJF5esjGhEKLt2rt3L++99x42m42OfibuTQxGJ8Xh81IUhds7BVDhcJNaVMUbb7zBQw89xKBBg7SOJoQQogWoKwAbTecfMVHXYSyEaH5SIBbCw9XU1JCSksKiRYsoLCwEQDEa8Oocg3dSe/RebXtzHQF6iwnfXgl4d+uA7fAxKtOzKSkp4csvv2TBggWMGjWK6667Dn9/6S4XQrQdqqqyZMkSPv/8c1RVpb2viUndQjDppTj8S3SKwr1JQXy6v4j04mref/99cnJyuOOOO2SEkRBCtGFVVVXUnNkI3WC0nnXOaKr92m63Y7PZpEFFCA1IgVgID1VRUcHy5ctZsmQJ5eXlAOgsJry7xOHVOQadyfgrtyDaGp3RgE/XOLwTY6nKPk5l2hFspZV8//33LF68mGHDhnHjjTcSGhqqdVQhhGhSDoeDadOmsXbtWgD6h3lxZ0IgRp0Uhy+GUafw/7oF80N2KauOVfD999+Tm5vLo48+Km/6hRCijTp16hRQO07CYDx7lJ3eYMRgsuC0V3Pq1Cnat2+vRUQh2jQpEAvhYYqLi1m8eDErV66kuroaAL2PFe9uHfCKj0LR6zVOKFo6Ra/DKz4aa8coanJPUrEvC0dRKcuXL2flypUMGjSIsWPHEhMTo3VUIYRodMXFxbzzzjtkZGSgADd39Ofqdj4yc/gS6RSFsR0CaOdt5MtDxezcuZOXXnqJp556isjISK3jCSGEaGYFBQUAWLzOv8mrxepHhb2agoICKRALoQEpEAvhIfLz8/nhhx9Yt24dTqcTAEOgLz7dOmBpH4Eil3WKS6QoCpbYcMwxYdgLTlOxLwt7fhEbNmxgw4YN9O7dm5tvvpnOnTtrHVUIIRpFRkYG77zzDsXFxXgZdExMCiIxUEYxNUS/MG/CrEam7S8iLy+Pv/71r/zf//0fPXv21DqaEEKIZnTy5EngFwrEXn5UlJ6s/z4hRPNq1ALxyZMn2b59OydOnCA2NpaRI0eyd+9ekpKSMBrlcnYhmsLJkyeZO3cumzZtQlVVAExhgXh374i5XYh0PIkGUxQFc0Qw5ohgHEWlVKQdofroCXbt2sWuXbvo0qULEyZMoFOnTlpHFUKIy6KqKmvWrGH69E9xOJxEeBl4sGsIoVbppWgMsb4mnuodxvT9RWSX23j99dcZP348Y8aMkbnEQgjRRvxagdjqVbvfSV2nsRCieTXKq96ysjL+9re/8eOPP+J2uwG46aabGDlyJP/4xz/Iy8vjvffeo3fv3o2xnBCC2hnD3333HcuWLavvGDZHheLTvSOmsECN0wlPZQz2J3BoL5xllVSkHaEqK4/09HRefPFFBg4cyF133UV4eLjWMYUQ4qKVlpYybdo0tm/fDkD3IAv3JAZhMUjhsjH5m/Q83jOUrzOK2VJgY86cOezZs4eHHnpIZtsLIUQbkJOTA4DVO+C8560+tcdzc3ObKZEQ4qcaXCCurKzk3nvv5eDBg4SHhzNgwAAWLlxYf97b25tTp07xwAMP8N1338ksGSEayG63s3z5cr799ltsNhsApohg/PomYgw6/6exQjQ2g583AYO649sznvI9GVRl5rF582a2bdvGtddeyy233IKvr6/WMYUQ4hdt27aNadOmUVZWhl6B69r7MSLaF51cfdMkDDqF8QmBtPc18V1WKfv37+fZZ5/l3nvvZdiwYXLVkxBCeCin00lWVhYAvgHnbybx9a89fuTIEZxOJwaDXMUjRHNqcGvE1KlTOXjwIHfddRfLly/nzTffPOv8tGnTePzxx6mqquKjjz5q6HJCtFlut5sNGzbw9NNP88UXX2Cz2TAE+BB4TV+CRvaT4rDQhN7bSsCVPQgZcyXmdiG4XC5+/PFHnnzySRYuXIjdbtc6ohBCnKOyspL//ve/vPPOO5SVlRHpZeSpXmGMivGT4nATUxSFKyN9eKZPOB38TFRXVzN16lT+/e9/U1JSonU8IYQQTSA7OxuHw4HBaL5gB7HF2x+D0YLD4SA7O7tZ8wkhGqGD+Mcff6Rdu3a8+OKL6PX6837P448/zsKFC9mxY0dDlxOiTUpLS2P27NkcOXIEAJ3VjG+vBKwdo1B08kZWaM8Y5EfQiH7UHC+kbOdBbMXlzJkzh+XLl3PnnXdy5ZVXypxJIUSLsHfvXj766CNOnz6NAlwT7cv17f0wyPNpswqxGvh9z1BS8ipYlF3Krl27eOaZZ3jggQcYOHCg1vGEEEI0osOHDwPgGxBxwatFFEXBNzCc4pNHOXTokOxvIkQza3CBOD8/n+HDh1+wOFwnMTGRNWvWNHQ5IdqUoqIiZsyYUT8XUTHq8e7WEZ8ucSiGX/6bE0IL5nYhhEQEU3XkOOW7D1NYWMh///tflixZwoMPPkiHDh20jiiEaKOqq6vrP7gCCLEYuDsxkA5+Zo2TtV06ReGaaF+6BFr44uBpjlVU8N5777F9+3buu+8+fHx8tI4ohBCiEdQViP0Cf3mvEr+AiPoC8Q033NAc0YQQZzS4QOzt7c2JEyd+9fvy8vLw9vZu6HJCtAlut5tly5Yxd+5cqqurQVHwSojBp2c8equ8kRUtm6JT8IqPwto+gsoDR6nYl0VWVhZ/+ctfuP7667n99tuxWCxaxxRCtCEHDhzg448/rn/NelWkNzd18MeslysbWoJIbyNP9ApjWU4ZK46Vs3HjRtLT05k0aZJsci2EEK2c0+lk7969APgFtfvF7/U/c37fvn0yh1iIZtbgv7Y+ffqQkpLC7t276dWr13m/Z/v27ezfv59rrrmmocsJ4fGys7P55JNP6of4G0MD8L+iG8ZA2fBLtC6KQY9P945Y46Mo255OdfYJFi9ezJYtW7j//vvp06eP1hGFEB6uurqauXPnsnTpUlRVJcCkZ0LnQBID5UOqlsagU7ghzp9uwVa+OHiak8XFvPnmm1x11VX89re/lW5iIYRopQ4ePEhlZSUGkwW/wIhf/F7fwHCMJis2m40DBw7QvXv3ZkophGhw28Tvfve7+n9+8cUX9ZcOqKpKQUEBX3/9NY8//jiKonD//fc3dDkhPFZ1dTVffPEFf/nLX8jKykIxGvC7oivBo6+Q4rBo1fRWM4FDehF4TV/03laKior497//zX/+8x+Ki4u1jieE8FDp6ek899xzLFmyBFVVGRjuxTN9w6U43MK19zXxp97hDI/yQQHWr1/PM888Uz9uSwghROtS9/gdFBaHovxyCUpRdASFtQeQPayEaGaKqqpqQ29k/vz5vPTSSzidzvMvoig8++yzTJw4saFLtTkul4vdu3cD0KtXr1+d9Sxap127djF9+nQKCwsBsLSPwK9fEnoveRMrPIvb4aQiNZPK9GxQVaxWK+PHj2fEiBGyiZ0QolH8fNZwgFnPXQmBdJHCcKuTXVbD7EPFnKyqfY9x5ZVXMnHiRHx95YNzIYRoDVRV5Q9/+AOFhYV06Xs9weG/vh9JUUE26TsWExwczHvvvXfBTe2EEOd3uXXERhnoMm7cOJKTk5kxYwZbt27lxIkTuFwuQkND6d+/P/fee69cGiDEeRQVFTFr1iy2bt0KgN7bgt+ArliiwzROJkTT0BkN+PVNxNohktLNaVQVlTJ9+nTWrVvHAw88QFxcnNYRhRCtWFpaGh9//DGnTp0CYFCENzd38MdikA+gWqM4PzNP9wlnydEyVp2ZTbxv3z4eeOABBgwYoHU8IYQQv+Lo0aMUFhai0xkICIm+qJ8JCIlGpzdQVFTEkSNH6NixYxOnFEJAI3QQb9iwgS5duhAUFNRYmcRPSAexZ3I6nSxdupR58+ad2YQOvLvE4dOzEzqjDOIXbYPqVrEdyqF81yFUpwtFUbj22mu544478PLy0jqeEKIVsdlszJkzh5UrVwIQaNYzPkFmDXuSo+V25hw6zQlbbTfxwIEDue+++/Dz89M4mRBCiAuZNWsWP/74I8ERHenS57qL/rkDO5dSeCKT66+/nnvvvbcJEwrheS63jtjgAvHVV1+NXq9n1apVDbkZcQFSIPY8Bw8e5NNPPyU3Nxc4swndgK4Yg+QNjmibXLZqyrYfoProCQACAgK45557GDRokFxSJoT4Venp6Xz44Yf1Y5quivTmxjjpGvZETrfK0pwyVh4rx62Cn58fkyZNol+/flpHE0II8TNOp5PHH3+csrIyuvS9geDwuIv+2dMF2ezfsRg/Pz8mT56MwSBNVEJcLM1GTJw+fZrhw4c39GaE8HhlZWXMmTOHNWvWAKCYjPj1ScTaKUqKYKJN03tZCBzai5rjhZRu3U9JSQmTJ09m9erV3H///bRr107riEKIFshutzN37lx+/PFHVFUl2FLbNZwQIF3DnsqgUxgT50/PYCuzD50mv6yMt99+m6FDh/Lb3/5Wrj4RQogWJDU1lbKyMowmK4GhMZf0swGhMRhNVsrKytizZw99+/ZtopRCiDoNbq3o2bMnqampVFZWNkYeITyO2+1m1apV/OlPf6ovDls7RRN28xC8EqKlOCzEGeZ2IYTeNBif5E6g05GWlsazzz7L3Llzqamp0TqeEKIFOXLkCC+88AKLFy9GVVUGRXjzdO9wKQ63ETG+Jv7YO5xron1QgLVr1/Lss8+SlpamdTQhhBBnrF27FoDQdgnodJd2JbROpye0XWcA1q1b1+jZhBDnavCIiYyMDB5//HFcLhe33HILSUlJ+Pv7X3A3+j59+jRkuTZHRky0bunp6Xz++eccOXIEAEOgL/4DumIKC9Q4mRAtm7PcRtnW/dQcr71kPCQkhDvvvJMrr7zygs8vQgjP53K5WLBgAfPnz8flcuFr1DG+cyDdgqxaRxMaySqt4YtDpymqdgFw/fXXc9ddd2EymTROJoQQbVdFRQWPPvooTqeTXlfdiY9fyKXfRlkhu9fPxWAw8MEHH+Dr69sESYXwPJrNIE5KSkJRFFRV/dVOSEVR2L9/f0OWa3OkQNw6HT9+nDlz5rBjxw4AFKMe3+QEvBJjUaS4JcRFUVWVmtyTlG5Lx22rBqBjx47cfffddOnSReN0Qojmlp+fz3//+18yMzMBSA6xckenAHyM8tqorat2uvn+SCmbTtRe0RgVFcUjjzxCx44dNU4mhBBt09KlS5kxYwbefiH0vurOy76dXevnUllWyG9/+1uuu+7iN7kToi3TbAZx//79G3oTQniMsrIy5s+fz8qVK3G5XKAoeCVE49OzE3qrWet4QrQqiqJgiQ3H3C6EyvRsKvZlkZWVxauvvkq/fv2YMGECkZGRWscUQjQxVVVZvnw5s2fPxm63Y9Er3N4pkL6hVhnTJACwGHTclRBIj2ALXx4qJi8vj5deeolbb72Vm2++WRoshBCiGamqyurVqwEIj25YU0d4dBey9q9j9erVjB49Wp73hWhCDS4Qz5o1qzFyCNGq2e12li5dynfffUdVVRUA5qhQfPsmYvT30TidEK2bYtDj0yMea6doKlIzsB3OZfv27ezatYuRI0dy66234ufnp3VMIUQTKC0t5aOPPqrvgugcYGZC50ACzbKbuThX1yArz/Y18XVGCbsLq/jmm29ITU3lscceIzQ0VOt4QgjRJhw5coScnBwUnZ6wqIQG3VZYVALZBzaSm5tLVlYW8fHxjZRSCPFzjf7qWlVVSktLMZlMspOw8HiqqrJp0ya+/PJLCgtrZ6Uagvzw65OIOTJY43RCeBa91Yz/Fd3wSmxP+c6D1OSdYunSpaxbt46bb76Z0aNHy8xJITzInj17mDJlCqWlpRgUGNshgKvaeaOT7iHxC7yNeiYmBdH9VBXfZBRz6NAhnnvuOR588EGuvPJKreMJIYTHq+seDonoiMHYsM1jDUYLwREdOXX8MKtXr5YCsRBNqMEziOusX7+eadOmsXPnTux2OwAWi4UrrriC3/zmNwwdOrQxlmlzZAZxy3Xw4EE+//zz+lmIOi8zvr06Y+3YTi59EaIZ1OQXUbbjAM7icgBCQ0MZP348AwcOlL9BIVoxh8PBV199xeLFiwGI8DLw26Rg2nkbNU4mWpuiaiezDpwmu7z2vcnQoUOZOHEiVqtsaiiEEE3BbrfzyCOPUFVVRfcrbiYgOKrBt1lSlMe+Ld9jsVj48MMPMZtldKMQv0SzTeoAPvjgAyZPnoyqquj1eoKCgnC73Zw+fbp+87rHHnuMxx9/vKFLtTlSIG55Tpw4wZdffsnWrVuB2svfvbt1xKdrHIpB/vsI0ZxUt0rVkTzKdx3GXVUDQKdOnbjnnnvo3LmzxumEEJfq+PHjTJ48mezsbACuivRmbIcATHr50EdcHpeqsvRoGctzy1GB8PBwHn/8celCE0KIJrBx40YmT56M2epLv2H3NErThqqqbE/5gpqqMh5//HG5GkSIX6FZgXj9+vVMmjSJgIAAnnvuOa677josltrLCCorK1myZAlvvPEGZWVlfPbZZ1xxxRUNWa7NkQJxy1FRUcG3337LsmXLzmxAB16dovFJTpAN6ITQmNvhpDI9m8q0I6hOFwADBgxgwoQJhIeHa5xOCPFrVFUlJSWFmTNmUGO3423QMaFzIN2DpdNTNI7M0hpmHTxNSY0LvV7PnXfeyZgxY9DpdFpHE0IIj/H666+zZ88eYjr1o33nAY12u0cPbSU3YzvJyck8++yzjXa7Qniiy60jNngG8WeffYbBYOCTTz6he/fuZ53z9vbmtttuIzExkbvuuouZM2dKgVi0Og6Hg2XLlvHtt99is9kAMLcLwbdPIsZAX43TCSEAdEYDvj074dUpmvI9GVRlHmPr1q3s2LGD0aNHc8stt+DjIxtGCtESVVZWMnXq1PorczoHmLm7cxD+ZvlQXDSeeH8zz/QO56uMYvYUVjFnzhxSU1N59NFHCQwM1DqeEEK0eiUlJaSmpgIQFtW4V/KFRSWSm7Gd1NRUiouL5XFbiCbQ4ALx3r176dOnzznF4Z/q3r07ffv2Zc+ePQ1dTohmo6oqGzduZO7cuZw6dQoAvb83fr07Y44MQTHoUV0uVHdtE77OaEB1uVHdbqB29ASqiuo687VeDwr13Y2KXoei0+F2OGu/1ulQ9DpUp6t+NIusIWvIGpe2hs5swq9f0plC8WHs+UUsXryYlJQUbrvtNkaNGoXB0Oj7swohLlNWVhbvvvsup06dQqfAjXH+DIvykY3oRJPwMuq4LymILQU25meWkJaWxp///Gcef/xxunXrpnU8IYRo1TZs2ICqqvgGhGP1DmjU27Z6++MbGEF58Qk2btzImDFjGvX2hRCNUCC22WwX9elNYGAgZWVlDV1OiGZx6tQpPv300/99qKHX4d+/K5XpRyhO2YUxNICQ6wZSsj6V6pwCFKOBiPEjqdiXSUVq7aZ1YbcNw36qhJK1uwEIGtEPnZeZwoUbAPDrl4R3lzgKvlwBgLVTNAGDulO4eBPO0gpZQ9aQNRphDdvBHCr2ZWGz2Zg1axYpKSlMmjSJhIQEhBDaUVWV5cuX8/nnn+N0Ogky67mvSzCxviatowkPpygKAyO86eBn4rP00+SXlvLPf/6T2267jVtuuUVGTgghxGXasKH2dXxYVGKT3H5YVCLlxSdYv369FIiFaAINfgXUrl07UlNTa2eyXoDT6SQ1NZXIyMiGLidEk3K5XCxatIinn3n6rI53a/sIvBKiAeloEqI1MQT51f9/ndlIbm4uL7/8Mp999hlVVVUaJhOi7bLZbLz//vt89tlnOJ1Ougdb+FPvcCkOi2YV7mXkyV6hDAz3QlVVvvnmG1577TVKS0u1jiaEEK1OQUHBmQ1mFUIimmYT0JCIjqAoHD16lIKCgiZZQ4i2rMGb1L3xxhtMnz6du+++mxdeeOGcXSpVVeXvf/87s2fP5r777pOB4pdINqlrPkeOHGHq1Kn1O6ebwgPx69cFva9Xi7qEXtaQNWSNy1sDl5uyHQeoyjoOQFBQEPfffz99+/ZFCNE8srOzeffddykoKECnwNgO/lzdzqdRdjkX4nJtLajkm4wS7G6VgIAAfv/739OlSxetYwkhRKvxww8/MHv2bPyDo+hxxc1Nts7eLQsoLTrGhAkTuOmmm5psHSFas8utIza4QFxSUsLYsWM5deoUnTp1YtSoUURFRQFw7Ngxli9fTmZmJuHh4cyfP5+goKCGLNfmSIG46VVXVzNv3jwWL15cW3gyGfHrm4g1PkresArhgWryiyjdkoarvHbTyQEDBjBx4kTZ7EKIJqSqKqtWrWLmzJk4HA4CzXomJgUR52fWOpoQAJyodPDZgSJO2JwoisKdd97JTTfdJCMnhBDiIrz44otkZGQQ320oke0vvD9VQ+Uf3Udm2lri4+N59dVXm2wdIVozzQrEADk5OTzxxBPs37+/9kbPFNXqbrpr1668/fbbxMXFNXSpNkcKxE0rNTWVadOm1W9CZ4mLqO0atsobViE8mep0UZ6aQeX+bFBVvLy8mDBhAtdcc418MCREI6uuruaTTz5h48aNAHQLsvCbzkF4G6XwJlqWGpebbzJK2Hay9gPE5ORkHnnkEfz8/H7lJ4UQou0qKiri97//PQADrpmIyeLdZGvZa2xsXfkZAO+99x4hISFNtpYQrdXl1hEbZSv32NhY5s+fz7Zt29i2bRsnT55EVVXCwsLo378/AwYMaIxlhGg0TqeTuXPn8sMPPwCg97bgd0U3LFGhGicTQjQHxaDHr08i1rhISjenYSsqZdq0aezevZuHHnoIHx8frSMK4RFyc3N59913OX78ODoFxrT3Z3i0Dzr5IEa0QGa9jt90DiTe38y8zBL27NnDn//8Z/7v//6Pzp07ax1PCCFapO3btwPgFxjRpMVhAJPZC7/ASMqK89m+fTvXXXddk64nRFvSKAXiOvHx8fTv37/+64KCgvrOTCFaisLCQt5//30OHz4MgFdiLL69O6MzNuqfgxCiFTAG+RF83UBsB49StvMQO3bsqC8GdOrUSet4QrRqa9asYfr06djtdvxNtSMlOvrLFTqiZVMUhYER3sT6mvgsvYiTp0/z6quvctdddzFmzBi5ykQIIX5m165dAASFd2iW9YLC4ygrzmfXrl1SIBaiETXKtX179uxhzJgx9ZcV1Nm6dSt33HEHY8aM4dChQ42xlBANsmPHDp5//nkOHz6MYjQQeHVv/Ad0leKwEG2YolPw7hJHyHVXoPf1orCwkFdeeaV+LrkQ4tLU1NQwZcoUPvroI+x2O0mBZp7uHSbFYdGqtPM28lSvMPqEWnG5XMyePZu3336biooKraMJIUSLUV1dXT9qNCi0fbOsGRQWB0B6ejpVVVXNsqYQbUGDC8SHDh3i3nvvJTMzEy8vr7PORUZG0q9fPzIzMxk/fjyZmZkNXU6Iy+J0Ovniiy946623qKysxBjsR8iYK7HEhmsdTQjRQhiD/Qm5YRCW9hG4XC4+//xzKQYIcYny8vJ48cUXWbt2LQpwQ3s/ftctBB+T7KEgWh+LQce9iUHc0SkAvUL9VSYZGRlaRxNCiBZh3759OJ1OzFY/rD7Ns+Gz1TsAi5cfTqeTffv2NcuaQrQFDS4QT548GbvdzmuvvcbUqVPPOtevXz9mzZrFa6+9hs1m44MPPmjochfF5XIxa9YsxowZQ3JyMtdccw3vvPMONTU1F/Xz1dXVTJ48mdGjR9OzZ09Gjx7NtGnTcLvd53zvjBkzSExMPO//7rzzzsa+a+IyFBYW8re//Y1FixYB4JXUnuDRAzH4ev3KTwoh2hqdyUjAkGT8BnQFna7+qgMpBgjx6zZs2MBf/vIXcnNz8TPqeLRHCNfG+sm8YdGqKYrC4EgfnugVRrBFX3+VyZIlS+QqEyFEm1c/XiKsfbON4FEUpb6LuG59IUTDNfi6+tTUVHr16sUtt9xywe+55ZZb+Pzzz9m0aVNDl7sor776KnPmzKF3797ce++9pKamMmXKFPbu3csnn3yCTnfhurjb7eaJJ55g9erVDBkyhFGjRrFx40beeOMNsrKy+Mc//nHW9x84cACAhx9+GIPh7H+dERERjX/nxCXZu3cv77//PhUVFShGAwFX9pCuYSHEL1IUBe/EWEwh/hSv20NRURGvvPIKEydOZMSIETJ/UoifqaioYMaMGWzYsAGABH8z9yYF4Sddw8KDxPiY+FPvcL48VMyeoipmzpxJamoq/+///T8CA5una04IIVoSt9t9VoG4OQWFted4dio7d+7E7Xb/Yo1HCHFxGlwgLikpITk5+Ve/LyoqioMHDzZ0uV+1a9cu5syZw6hRo3j//ffr38j//e9/Z9asWSxcuJCbb775gj+/ePFiVq9ezW9/+1teeOEFoLYj+fe//z3ffPMNt956K/369av//oMHDxIaGsqTTz7ZtHdMXBK3283ChQuZO3cuqqpiCPIjcGgv6RoWQly0upETpZv2UZ1TwKeffkpGRgYPPPAAJpNJ63hCtAipqal89NFHFBcXowDXxvoyWrqGhYeyGnTc1yWItccrWHiklN27d/Pss8/ywAMPMHDgQK3jCSFEs8rIyKCkpAS9wYR/cFSzru0X1A69wURZWRmHDh0iKSmpWdcXwhM1+GOWqKgo9uzZg8vluuD3uN1u0tLSmqWj9vPPPwfg8ccfP6vL6w9/+ANGo5FvvvnmV39er9fz2GOP1R/T6/X88Y9/BDjr510uF5mZmSQmJjbmXRANZLPZeOedd/jqq69QVRVrfBQho6+Q4rAQ4pLpTEYChvbCt08iKLB27VpeeuklCgoKtI4mhKaqq6uZPn06r732GsXFxYRaDfwhOZTr2/tLcVh4NEVRuDrKlz/2Difax0hFRQXvvfde/RVrQgjRVmzbtg2o7ebV6Zr3qiGdTl/ftbxjx45mXVsIT9XgAvG1117LiRMneOWVV3A6neecd7vdvPbaa+Tl5TFy5MiGLvertm/fTkBAwDmfIPn6+tK1a1d27dp13pwAdrudvXv3kpSUREBAwFnn4uPjCQkJYevWrfXHsrOzqa6ulgJxC5Kbm8tf/vKX2icJnQ7/gd3wH9QdxSCXuQohLo+iKPh060DQiP7ozCaOHj3KX/7yF3bv3q11NCE0cejQIZ5//nmWL18OwJBIb57uHUacn1njZEI0n0hvI08mhzE61hedAps2beKZZ56R5wYhRJugqirbt28HIDi8oyYZ6tbdtm2bzIQXohE0eMTEAw88wOLFi/n6669JSUnhqquuIjIyEoATJ06wadMm8vPziYyM5KGHHmpw4F9it9s5ceIEPXv2PO/5um7nY8eOERcXd875vLw8nE4nsbGxF/z51NRU7HY7JpOpfmRGTU0NDz/8MLt376ampoY+ffrwhz/84YI5RNNYv349n3zyCXa7HZ2XhcCre2MK8dc6lhDCQ5gjgwkZcyXFa3dRWVjKm2++ya233sqtt96KXi8fQgnP53A4mDdvHgsXLkRVVQJMeiZ0DiQx0KJ1NCE0odcpXN/en65BVr44eJqTJSW88cYbXHPNNdxzzz1YLPK3IYTwTLm5uRQUFKDo9ASGnr9+0tQCQ2PR6fScPHmS3NzcC9ZxhBAXp8EFYl9fX2bMmMHLL79MSkoK8+fPP+d7Bg8ezN///vdzunIbW0lJCQB+fn7nPe/r6wtAeXn5Zf+8qqpUVFQQFBRUXyD+4osvGDp0KLfddhvZ2dmsWrWKLVu28OGHHzJkyJAG3KOzpaeny+ZI51FdXc2SJUtIS0sDwBQRTMCQZPQWmREqhGhcem8LwddeQdn2dGyHcpk/fz5bt25l7NixskmR8GgnTpxg4cKFnDx5EoB+YV6Miw/AyyCbwgjR3rd2A7sfsktZe7yCVatWsXPnTm688Ubat2/ejZuEEKI5rFixAoDAkBj0BqMmGfQGIwGhsZwuOMK3337bLFesC9EaXG5HfYMLxAARERFMmTKFgoICtm7dyqlTp3A6nYSGhtK7d+/zdus2hbrRERfaPKjueE1NzWX9vNFY+8Bnt9vrj0VFRfH8888zatSo+mObNm3iwQcf5Pnnn2flypWYzXLJZVPJzs5m4cKFlJWVgaLg06MjPj06oeikkC6EaBqKXof/Fd0whQZSunU/x44d45NPPmHUqFEkJyfLB3nCo9TU1LB27dr6yze9DTruTAgkOcSqdTQhWhSTXmFcfADdgy3MOVRMcUkJn3/+OT179uSaa67B29tb64hCCNEonE4nqampAITHdNU0S0R0F04XHCE1NZVhw4ZhMDRKiUuINqlR/3rCw8O56aabKCkpYdWqVZSUlJCbm9tsBeK6y7gcDsd5z9cVdr28zr9ZWV0h90I/X3fcaq19U/Tkk0/y5JNPnvN9gwYNYsyYMSxYsICtW7c2Whdxly5d5DLmMxwOB3PnzmXx4sWoqore14uAwT0xhQZoHU0I0UZYO7bDGBZI6YZU7CeLWbRoEQUFBUyaNOmCV6II0Vqoqsq2bduYMWMGxcXFAPQKsXJbfAC+JnktIsSFdA6w8EyfcBYcKWXTiUpSU1PJyspiwoQJXH311eh00nUvhGjdNmzYQFVVFWaLD0Fh2o51CAyLxWzxoaqqgvLycq666ipN8wjRErhcrsvaE+GyC8QzZ85k7ty5XHXVVTz33HP1x1evXs0f//hHqqqq6o8lJCTw4YcfEhUVdbnLXRQfHx90Ot0FdxCuGy1RN2ri5/z9a+fV/tLPK4qCj4/Pr2bp3r07CxYs4NixYxcTXVyCnJwcPvjgA3JzcwGwdorGr18SOqN8WiiEaF4GHytBowZQmX6E8t2H2b59O4cPH+ahhx6iV69eWscT4rKcPHmSzz77rP6FZbBFz+2dAukis4aFuChWg467EgIZEO7F1xklHK+oYOrUqaxZs4YHH3yQmJgYrSMKIcRlW7lyJQDhMV1QFG0/9FIUHeExXck5vJWVK1dKgViIBrisitozzzxTv0FJUlJS/fHc3FyeeOIJampqaN++PaNHjyYrK4uVK1fywAMPsHDhwguOb2gMJpOJqKio+sLhzx07dgyr1Vq/id7PRUdHYzQaf/Hn27dvj16vR1VV0tLSqK6upl+/fud8b3V1NYCMl2hELperfkNEp9OJzmzCf1B3LDFhWkcTQrRhik7Bp1tHzJEhlKxPpbS0lDfeeIORI0cyfvz4C161IkRL43Q6WbRoEfPnz8fhcKBXYES0LyNj/DDpZXSKEJeqg5+ZP/YOY21eBT8eLePQoUP8+c9/5oYbbuDWW2+VTeyEEK1Obm4uBw4cAEUhPKaL1nGA2kJ1TsY2Dh48SE5OjmxWJ8RluuSPe9asWcOCBQsIDw/nww8/5B//+Ef9ucmTJ1NTU0NMTAzz5s3jqaeeYvLkyTz55JMcPXqU2bNnN2r48+nbty+FhYVkZmaedby8vJz09HR69Ohxwbk0er2eXr16sX///nM2ssvMzKSoqIg+ffoAoCgKDz74IBMnTjxvx/GOHTuA2k5i0XBZWVn89a9/Zc6cOTidTsxRoYTcNFiKw0KIFsMY5EfImEF4J9VuSLRixQqefvpptm3bpnEyIX5deno6zz//PF999RUOh4MEfzPP9Annhjh/KQ4L0QB6RWF4tC/P9wunZ7AFl8vFwoULeeaZZ+rfLwghRGsxd+5cAILDO2C2/PqV1c3BbPEmJLwj8L98QohLd8kF4u+++w6dTsdHH33E8OHD6ztknU4nK1asQFEU7rvvvrPGMDzwwAP4+/uzdOnSxkt+AbfccgsAb7/9Nm63u/74u+++i8PhYPz48b/68w6Hg3fffbf+mMvl4q233gLgrrvuqj8+evRonE4n77zzzlm3sWjRItasWUP//v3p3LlzQ+9Sm1ZdXc2sWbP461//SnZ2NorJiP+g7gQO74PeKt3ZQoiWRdHr8evfhaCR/dH7elFcXMw777zD22+/TVFRkdbxhDhHSUkJU6ZM4dVXXyUvLw8fo457EgN5tEcI4V7a7EouhCcKNBt4oGsIk7oGE2jWU1hYyFtvvcVbb73FyZMntY4nhBC/Kj09vfaDLUWhfecBWsc5S2znAaAo7Ny5k/T0dK3jCNEqXfKIid27d9OlSxcSExPPOr5nzx4qKytRFIXhw4efvYjBQM+ePdm7d2/D0l6EQYMGcdNNN7Fw4ULuuOMOBg0axN69e9m8eTNXX3011113Xf33fvbZZ5SXlzNx4sT6DYXGjRvHd999x6xZszh8+DA9evRg06ZN7Nu3j/Hjx581U/KJJ55g48aNfP7556SlpdG7d28yMzNZs2YNoaGh/Otf/2ry++vJduzYwWeffVZfVLHEReLXL0kKw0KIFs8cGUzojYMp35tJZdoRtm/fzr59+7jrrrsYNWqUbFIkNOd0Olm6dCnz5s2rH4t1ZYQ3N8b542WU308hmkr3YCsJAWaW5ZSzOq+cHTt2kJqayo033sjYsWNlPJ0QokVyu9188cUXAETEdMXLJ0jjRGfz8gkkIqYrJ3LS+OKLL/jb3/4mr7eFuESXXCAuKiqiR48e5xyvu4Q2KiqKdu3anXPex8eHysrKy4h46f71r38RHx/P/PnzmTFjBuHh4TzyyCM89NBD6PX/23l75syZ5OXlceutt9YXiOu6oydPnszixYvZtWsX0dHRPP/889x7771nrRMUFMTXX3/N5MmTWblyJTNnziQwMJA777yT3//+94SFyfiDy1FcXMyMGTPYunUrAHofK/5XdMXcLlTjZEIIcfEUgx6/3p2xxkVSuiWN6lMlzJgxgw0bNjBp0iSZjyY0s2fPHmbOnEl+fj4AsT5GxsUHEOcnhSkhmoNZr+OmDv70C/NifmYJh0tr+Pbbb1m7di133303V1xxBYoio12EEC3H5s2bycrKQq83EpvQX+s45xWb0J9TeYfIyspi8+bNXHnllVpHEqJVUVRVVS/lB/r370/v3r35+OOPzzr+4IMPsnHjRm655Zbzds7ee++9HDlyhPXr1zcscRvjcrnqdxHv1avXWQVuT6OqKqtWrWLOnDnYbDZQFLy7xuHbsxOKwXPvtxDC86mqiu1QLuW7DqE6nOj1esaMGcO4ceOadPNWIX4qJyeHL7/8sv51hbdB4Yb2/vQN88Ji0OFwq7jPvCw063U43SquM18bdQoq4HT/72sAx5mvDYqCXqdQ46od76VXFAw6BbvLjQooKJj0iqwha8gaP1vDraqkna7hh+xSimtcACQlJXHffffJB4lCiBahqqqKZ599lsLCQmITBhCb0E/rSBeUk7GdnENbCQkJ4fXXX8dqtWodSYhmd7l1xEvuII6JiTlnA7iKior6DuKrrrrqnJ+pqKhgz549dOvW7VKXE23EyZMnmTp1KmlpaQAYg/3xH9gNY5CfxsmEEKLhFEXBOzEWS0wYZdvSqc4pYMGCBWzfvp3f/e53Mq9eNKnq6moWLFjAd999V3/s6igf0k9X83VmCdtP2fhDchifHzzNnsIqLHqF166MYnluGUtzajftfXlAJNllNXx24DQAj3QPwc+k5/WdBQDc0tGfYVG+PLvxOAADI7wZnxDI27tPcsLmpIOfSdaQNWSNX1jj+b7hvLXrJAVVTg4cOMDzzz/PqFGjuP3228/a20UIIZrbzJkzKSwsxGzxIapDstZxflFUh2QKctMpLCxkxowZPPzww1pHEqLVuOShLEOHDuX48ePMmzev/tgXX3yB3W7HYrEwbNiwc37mvffew+FwMHjw4AaFFZ7H7XazdOlSnnn2WdLS0lD0Onz7JhF83UApDgshPI7ey0Lg1b0JvLo3OquZ48eP88orrzBr1ixqamq0jic8jKqqbNy4kT/96U9nFYeTg63c2jEAnVzBLkSLYdLriPCu3RhSp9T+/S5btoynnnqKlStXnrX5thBCNJetW7eyZs0aADr3Gone0LI3sNXrjXROHgEorF27li1btmgdSYhW45JHTJSUlHDttddSUVHBoEGDUBSFDRs2APD444/z2GOPAbUvag4ePMgXX3zB119/jZ+fH0uWLCEoqGUNM2/pPHnERH5+Ph9//DEHDx4EwBQeiP/A7hj8vDVOJoQQTc9dY6ds+wGqsmo7ysLDw/nd735Hly5dNE4mPEFmZiaff/55/XNskFnPmDh/ugWZMeh0HneZvqwha3jaGkfL7czPLOGEzQlA+/btufvuu+nevTtCCNEcTp8+zbPPPktlZSXR8X2ISxyodaSLln1wM8cyd+Lt7c1rr71GcHCw1pGEaDaXW0e85AIxwL59+/jDH/5AXl5e/bFx48bx97//vX6nyE2bNvHAAw+gqipms5n33nuPq6+++lKXavM8sUDsdrv58ccfmTt3Lg6HA8Wgx7dPIl6dY2RDDiFEm1Odd4rSzWm4bdUAjBo1igkTJmCxWDROJlqjwsJCvvrqq/oP7406hZExvgyP8sWkl+dYIVoTl1tlfX4FPx4to9pV+5atT58+/OY3vznvpuBCCNFY3G43//rXv0hLS8PHL5SeV45Dp2s9tQi320XqpvlUlJ6iW7duPP/88/W1KiE8XbMWiOsW3LFjB0VFRSQmJtKxY8ezzmdkZPDYY4/Rp08fJk2aRHx8/OUs0+Z5WoG4uLiY//znPxw+fBgAU0Qw/oO6YfDx0jiZEEJox213ULbjIFUZxwAICQnhySefpEOHDhonE61FVVUVCxcuZNGiRTgcDgD6h3kxJs6PAPMlbzkhhGhBKhwuluaUsyG/ArcKer2eESNGMG7cOPz8ZCSbEKLxfffdd8ydOxed3kCvwXfg5ROodaRLVlVRwq4Nc3G7nNxxxx3ceuutWkcSolk0e4FYNA9PKhAfO3aM119/naKiIhSjAb++iVg7RUvXsBBCnFGTX0jppn24Kqsxm8383//9H71799Y6lmjB3G43a9asYe7cuZSWlgIQ72fi5o4BxPqaNE4nhGhMBTYHC46Ukna69ooTLy8vbr31Vq699lqMxpY9F1QI0Xrs2LGDt99+G1VV6dRjGBExXbWOdNlO5KaTsXc1AH/84x/p27evxomEaHpSIPZQnlIgTktL45133sFms6H39SJoRD8MvtI1LIQQP+e2Oyhesxv7iSIUReG+++5j1KhRWscSLdDevXv5/PPPyc3NBSDEomdshwB6BFvkw1chPNih4mq+O1LK8craqwXCwsL4zW9+Q//+/eVvXwjRIMeOHePFF1+kurqaiNhudOre+seEZu5bS37OPiwWC3/729+Ijo7WOpIQTUoKxB7KEwrEa9euZerUqbhcLoxhgQQN643OLF1NQghxIarLTemWNKoya2f933jjjYwfP15mpwkA8vLymD17Nrt27QLAalAYHevHVZE+GHRSHBKiLXCrKlsLbCzOLqXMUbv5XWJiIvfcc4+M9hNCXJaKigr++te/UlBQgF9QO7oPuKlVzR2+ELfbRdrWhZSePk54eDivvvoqPj4+WscSoslIgdhDteYCsaqqzJ8/n3nz5gFgaR9BwOAeKK3oPgghhFZUVaVibyYVezIAuOKKK3jkkUcwmeQDtraquLiYb775hpSUFFRVRafAVZE+jI71xdsoz61CtEU1LjerjpWz6lgFDnft27qBAwdy1113ER4ernE6IURr4XK5eOONN9i7dy9mqy+9rrwdo9mqdaxG47BXsXvDN9RUldOjRw+eeeaZVlVbEeJSSIHYQ7XmAvH06dNZvnw5AF5d2uOT3Amd3oCiU1BdLlT32b96ik6Hotehut2oLvfZ5xQFxaBHVVVUp+uctRSDHkVRUJ0ufv4rreh1KDodqsuN6v7Z7eoUFL0e1a2ius69XZ2xdmMft8N57pp6vQfdl1+63Sa6L3W3e741m+zf0YXvC7Sl/96edF88/3e3Kjufsi1poELXrl3585//LJ3EbYzNZmPhwoX8+OOP2O12ALoHWxgb50+Yl8wdFUJASY2TRdllbD9pQ+V/G9ndeuut+Pv7ax1PCNHCzZgxg6VLl6LTG+g5aBw+fiFaR2p0FWWFpG6aj9vlZPTo0UycOFHrSEI0icutI8q21qJJZGVl1ReHAWzpR7GlHyX4+kGYQvwpXrObmrxTZ/2MT894fJMTsB3OpWxr+lnnjMF+hNxwJa7KKk59u/ac9cLuuAa9xUTh4k04SyvOOud/ZXe84qMp332Iyv3ZZ52zxIYTeHVv7CdPc3r5trPOKXo9Eb+pnft58uvV5xSugkb1xxwRTMn6VKpzCs465901Dr++SVQdOU7pxn1nnTP4+xA69ircNQ5Ofr3qnPsSeutQDD5eFC3bgqOo7KxzfgO64J3Ynop9mVSkZp51zhwVStA1fXGcLqPox03n3G7kvdcBcOrbNbhrHGedCxzeB0t0GKWb91GVdfysc16dY/G/oivVuScpWbv7rHN6bwth44ahOl0UfLninDVDbhqMMcCX06u2Yy8oPuucb59EfLp1oPLAUcp3HjzrnCk8kOBrr8BZWkHhwg3n3G74+JEoRgOnFqzDVVl91rmAob2wto+gbPsBbIdyzjpn7diOgME9qTleSPHqnWed05mNhN85AuC890V+d+V3t44Wv7umyGAcp0rYv38/a9asYfjw4efctvA8DoeDFStW8O2331JRUfv40MHPxE1x/nT0N2ucTgjRkgSYDdydGMSwKB8WZpdyoLiGZcuWsXbtWm688UZuuOEGLBaL1jGFEC3Q0qVLWbp0KQCde47wyOIwgI9fCJ2TR3BgZ+39jYiIYPTo0VrHEqLFkBYk0ehUVWXWrFlaxxBCCI+ht5rxSe4EwNy5c7HZbBonEk3J7XazYcMG/vSnPzFr1iwqKioIsxp4oEsw/9czVIrDQogLivIx8XD3UB7tEUKMj5Hq6mq++eYbnnzySVasWIHTee7VOEKItmvXrl3MnDkTgLjEgYREevYM85CIeOISBwEwc+bM+v0chBAyYqLFa40jJjZv3sx7770HOoXQGwej8/pft4JnXdruSffF8y/T/7X7Am3pv7cn3Ze287sLcGrhelzlNm666SYmTJhwzu2L1m/v3r3MmTOH7OxsAPxMOq6P9WNAhDd6RTagE0JcPLeqsruwikXZpRRV1z4nRUZGctddd9G/f38UeUwRok07evQor7zyCtXV1YRHd6FTj2Ft4nFBVVUy9qZQcCwds9nMSy+9RFxcnNaxhGg0MoPYQ7W2ArHdbudPf/oThYWF+PTshO+ZjjchhBANV517kuKUnRgMBt58803ZgMiDHD16lNmzZ7N3714AzHqFEdG+XB3lg1kvF3wJIS6f062yMb+SpTllVDprP4Ds1KkTd999N4mJiRqnE0Joobi4mL/+9a+cPn0a/+AouvW/EZ2uZdcaGpPb7SJt2yJKi44RGBjIq6++SlBQkNaxhGgUl1tHlHccolGtWLGCwsJCdF4WfLp10DqOEEJ4FHN0KKbIYJxOJ/PmzdM6jmgExcXFfPzxx/z5z39m79696BUY2s6Hv/aL4NpYPykOCyEazKBTGBrlw1/7R3BtjC8mnUJGRgavvPIK//nPfygoKPj1GxFCeIzq6mrefPNNTp8+jdU7gC59Rrep4jCATqenS5/RWH0CKS4u5t///jfV1dW//oNCeDB51yEaVV5eHgBe8VEohrb1JCOEEE1NURS8O8cCcOzYMY3TiIaorq5m3rx5PPXkk6SkpKCqKr1DrDzfN4Jx8QH4mOQ5VAjRuCwGHTfE+fNC/wgGRXijAFu3bj1r3rkQwrO53W7ef/99srOzMZqsdOs/BoOxbW5gaTCa6dZvDEaTlezsbN5//33c7nPHEArRVkiBWDQqk8kEcM5sTSGEEI2j7vHVbJaNylojt9tNSkoKTz31FPPmzaPGbifO18QTyaFM7BJMiNWgdUQhhIfzN+m5KyGQZ/qEkxRoxuVy8eOPP/Lkk0/y448/ykZ2QniwWbNmsWvXrtoO2r7XY/Hy1zqSpixefnTpez06nb5+wz6pZYi2St6FiEZVV7A43+ZMQgghGq7u8VUKxK3P3r17mT17NkePHgUg2KLnpjh/kkOsbWJTGCFEyxLpbeTh7qEcKK7m+6wS8isrmTVrFsuWLWPChAmykZ0QHmbJkiUsXboUgM7JI/ALjNA4UcvgFxhB5+SRHNi1lGXLlhEeHs7111+vdSwhmp0UiEWjslhqL0+RArEQQjQNKRC3PseOHWP27Nn1m0VYDQrXxvgxpJ0PBp0UX4QQ2koKtNC5TzhbCmz8mF1KQUEB//nPf0hMTOSee+4hPj5e64hCiAbasWMHs2bNAiAucRAhkbKZ/E+FRMYTVzWI7AOb+PzzzwkNDaVfv35axxKiWcmICdGo6goW7hqHxkmEEMIzue21j69SIG75qqurmTlzJs899xy7d+9Gd2YDur/0i2B4tK8Uh4UQLYZOURgU4c0LZzayM+oUDh48yF//+lc+/PBDysvLtY4ohLhMGRkZvP/++6iqSkRMV6I69tI6UosU1aEXETFdUVWVyZMnk5GRoXUkIZqVFIhFo+rYsSMANcdO4iyr1DiNEEJ4FtXpwnYoB/jf461omVJTU3nmmWdYsmQJbrebnsEWnusTzrj4ALyNsgGdEKJlMuvPbGTXL5z+YV4owLp163j66afZtGmTzOYUopU5ceIE//73v7Hb7QSGxtKx2xAZHXMBiqIQ320ogaGx2O123nzzTU6cOKF1LCGajRSIRaNKTEykd+/eoKqU7TyodRwhhPAoFfuzcdtqCA0N5ZprrtE6jjiP8vJyPvzwQ1577TUKCwsJNOt5qHsID3QNIczLqHU8IYS4KAFmA3cnBvGH5FAivAyUlZXx/vvv89Zbb1FUVKR1PCHERSgrK+P111+nrKwMb79QknqPRqeTD6l/iaLTkdR7NN5+oZSXl9f/+xOiLZACsWh0EyZMQKfTUZN7kpqC01rHEUIIj+CqqqEyLQuAu+66C5PJpHEi8VOqqrJ582aefvpp1q1bh0LtOInn+obTJdCidTwhhLgscX5m/tQ7nOti/dArsHPnTp555hlWrlyJ2+3WOp4Q4gJqamr497//TUFBAWarL936j0FvkA+qL4beYKRb/zGYrb4UFBTw5ptvUlNTo3UsIZqcFIhFo4uOjmb48OEAlO84IJeiCSFEIyjffRjV6SI+Pp5BgwZpHUf8xOnTp3n77bd57733KCsrI8LLwP8lhzIuPgCzXl5qCSFaN4NO4br2fvypdzjtfU1UVVUxbdo0/vGPf5Cfn691PCHEz7hcrvoZugajmW79b8Rk9tI6VqtiMnvRrf+NGIxmMjMzef/993G5XFrHEqJJybsW0SRuv/12LBYLjqIyKvcf0TqOEEK0ajXHT1GVeQyAu+++W2bHtRBut5uVK1fy9NNPs2PHDvQKjI715U+9w+ngJ5sICiE8S6S3kT8kh3JrR39MOoX09HSee+45FixYgNPp1DqeEILa1yYfffQRO3bsQNHp6dL3Brx8ArWO1Sp5+QTSte8NKDo9O3fuZMqUKXLlhPBoUiAWTcLf35+77roLgPKdh7BlHNM4kRBCtE72k8UUr9kNKgwdOpSkpCStIwnAbrfz/vvvM23aNKqqqoj1NfKn3uFc394fg04K+EIIz6RTFK6O8uXZvuEkBphxOBx8+eWXvPbaa9hsNq3jCdGmqarKtGnTWL9+PYqikNT7WvyDIrWO1ar5BUWS1Hs0iqJjw4YNTJs2Ta6QFh5LCsSiyVx77bXceOONAJRu3kdVjuwAKoQQl8JRXM7p1TtQnS6Sk5OZNGmS1pEEUFFRwWuvvcaWLVvQK3BLR3+eSA4j0ltm+wkh2oZgi4GHu4fwm86BmPUK+/fv529/+xvFxcVaRxOiTVJVlVmzZrF69WoAOiePJDi8g8apPENweByde40EFFavXs3MmTOlSCw8khSIRZNRFIUJEyYwbNgwUKFkXSo1+bLrsRBCXAxnuY3TK7ej2p107tyZJ554AoPBoHWsNq+oqIi//e1vHDhwAIte4eHuIQyL8kUnYz+EEG2MoigMCPfm9z1D8TXqyMnJ4cUXXyQvL0/raEK0OXPnzmXJkiUAJPQYTmi7BI0TeZbQyE4k9KzdZ2np0qV89dVXGicSovFJgVg0KUVRmDRpEgMGDAC3m+KUndgLS7SOJYQQLZrLVs3pFdtwV9UQExPDn/70J8xmmWmrtdzcXF588UWOHTuGn0nH73uGkhBg0TqWEEJoKtrHxBO9wgi1GigqKuLll1/m4MGDWscSok1QVZX58+fz/fffAxDfbSjhMV00TuWZwqOTiO82FIAFCxbwzTffSCex8ChSIBZNTqfT8dhjj9G9e3dUp4vTK7ZTc/yU1rGEEKJFcpRWULR0C66KKsLCwnjuuefw8fHROlabl56eziuvvEJxcTHhVgNPJIcR5WPSOpYQQrQIwRYDf0gOpb2vicrKSv75z3+ybds2rWMJ4dHcbjczZ87km2++ASAuaRCR7btrnMqzRbbvTlzSlQDMnz+fGTNmyMZ1wmNIgVg0C6PRyFNPPUVSUhKqw8npVTuoPHBU61hCCNGi1BwvpOjHzbgqqggNDeX5558nMFB2ntba1q1b+de//oXNZqODn4n/Sw4jyCLjPoQQ4qd8jHoe6xFCtyALDoeD//znP6xYsULrWEJ4JIfDweTJk1m6dCkAHboMJrpjb41TtQ3RHXvRsetVACxbtozJkyfjcDg0TiVEw0mBWDQbi8XC888/z9ChQ0GFsm3plG7ZjyqfuAkhBJUHczi9ageqo3bm8Kuvvkp4eLjWsdq8nJwc3n//fZxOJz2DLTzSPRRvo7x8EkKI8zHpdTzQNZhBEd6oqsqnn35KWlqa1rGE8ChVVVW8+eabbN68GUXRkdhrFFEdkrWO1aa0i+tJYq9RKIqOzZs388Ybb2Cz2bSOJUSDyDsc0ayMRiMPPfQQEyZMQFEUbIdqCyJuu3ziJoRom1S3m9Kt+ynbuh9UlSFDhvDCCy/g5+endbQ2z+l0MmXKFFwuF92CLNzXJRiTXjajE0KIX6JXFO7sFMDACG8APv74Y6qrqzVOJYRnKC0t5dVXX2Xfvn3o9Aa69rtBNqTTSGi7BLr1H4NebyQtLY2///3vlJaWah1LiMsmBWLR7BRF4aabbuKJJ57AZDJhzy+i8MfNOMsqtY4mhBDNym13ULx6J7aDOQCMHz+ehx9+GKPRqHEyAfDDDz+QnZ2Nl0HHnQmB6BQpDgshxMVQFIVbOvgTaNZz6tQp5syZo3UkIVq9nJwcXn75ZbKzszGYLPS44mYCQ2O1jtWmBYTE0GPgzRhNVrKzs3n55ZfJycnROpYQl0UKxEIz/fv35+WXXyYoKAhXWSWFizdiy8yTnUCFEG2CveA0hT9soOZ4ISaTiSeffJKxY8eiSBGyRcjNzWXevHkAjIv3x9+k1ziREEK0LhaDjgkJtXP0ly9fLqMmhGiAtWvX8uKLL1JQUIDZ6kvywHH4BsgospbAxz+MnoNuxWz1o6CggBdffJG1a9dqHUuISyYFYqGpuLg4Xn31VRITE1EdLko37qVk3R7cNTJyQgjhmVS3m7JdhyhavhVXZTVhYWG89NJL9O/fX+to4oyfjpboHmShb6iX1pGEEKJV6hxo4UoZNSHEZbPb7UydOpUpU6Zgt9sJCImh1+DbsfoEaB1N/ITVO4Beg28jICQGu93OlClTmDp1Kna7XetoQlw0RZV2zRbN5XKxe/duAHr16oVe75kdTG63mwULFjBv3jxcLhc6LwsBg3tgjgjWOpoQQjQaZ1klJetTcRTVzicbOnQoEydOxGq1apxM/NS8efOYN28eVr3CU73D8DPpMeoUdIqCw63i/tlLJ72iYNApuNwqzp+dU1Aw6RXcqorDfe5LLpNOQVEU7C43Pz9rUBT0OgWnW8X1s9vVKQpG3YVv16yv7QGocZ27Eezl35faDahUVcV+njXrbtfuUlF/dm+a6r4YdAp65fy3W39fVBWnu/HuS93tnm/NBv33vsz7Ak3131t+d5vyvrSl312nW+W1HScosbu59tprue+++865fSHEuQoKCvjPf/7D0aNHAYhN6E9Mp74oivT5tVSqqpKbuYOcQ1sBaN++PU888YRsPC2a1eXWEaVA3MK1lQJxnczMTD744ANOnDgBgHe3DvgmJ6Do5UlQCNF6qapKVcYxyrYfQHW68Pb25sEHH2TgwIFaRxM/43K5uPfee885/lSvMGJ9TXy8r5D9xWd3wI2O9eX69v6sO17BvMySs87F+Bj5Y+9wiqqdvLrtxDm3+/crIvEx6XltxwlO2JxnnZvQOZArwr35PquE1XkVZ51LDrFyf5dgDpdU88HewrPOmXQKbwyOAuCZDXnnFJEe6xFCQoCF6elF7CmsOuvc8Cgfbu4YwJaCSuYcKj7rXISXgef6RlBhd/GXLfnn3Je/9o8g2GLgrV0F5FacfSXQbfEBDGnnw49HS1maU37Wua6BFn7XPYSccjtv7z55zu3+Z0g0AC9sOk6l8+xC2//rFky3ICtfHDzNtpNn7x5+VaQ3t3cKZPcpG58dOH3WuUCznpcGRFLjcvPsxuPnrPlsn3AivY28n3qSzNKzu3/GdvDnmmhfVh0rZ8GRszejifc38fueYeRXOnh9Z8E5t/v6le0w63W8sjWf4hrXWefuSwqiV6gX32QUsz7/7H0Z+od5cXdiEGmnq5iaVnTWOW+Djn8MagfAE+uOnbOm/O7K724dLX93l+WUsfhoGXq9no8++ggvL7kyQ4hfsm3bNj766CNsNhsGk4XE5FEEhsZoHUtcpJLCXA7uXoHDXoXVauXhhx+WqwVFs7ncOqJU3USLEh8fzz//+U+GDx8OQGXaEQqXbMZRUv4rPymEEC2Tq6qG4pRdlG5OQ3W66Nq1K6+99poUh1uoAwcOaB1BCCE8TpRP7earLpeLnTt3apxGiJarqqqKTz/9lHfeeQebzYZvYAS9B98pxeFWJiAkhl5X3YFfYARVVVW88847TJs2jaqqql//YSE0Ih3ELVxb6yD+qW3btjF16lQqKipAUfDuEodPz3h0RoPW0YQQ4lepbhXb4RzKdx1GdTjR6/XceeedjBkzBp1OPp9tqaZPn87y5cvpG2blzk6B9cflMn25TP/ntysjJuR3V353L+2+LDpSyqq8Cvr378+TTz55zhpCtHWpqalMnTqVoqLaK0XadUgmLnEgOl3bqQF4GrfbxdGDm8k7sgeA4OBgJk2aRHJyssbJhCeTERMeqi0XiAGKi4v59NNP2bFjBwA6Lwt+/ZKwxIajKIrG6YQQ4vzsp0oo3bof5+kyoHZDzt/97nfExcVpG0z8IrfbzeOPP05JSUn95d9CCCEax7EKO//edRKTycSUKVOwWCxaRxKiRaisrOSLL74gJSUFALPVj4QewwgIidY2mGg0JYXHOLw3hZqq2vcGw4YN4+6778bb21vbYMIjXW4dUVoxRYsWGBjIH//4R3bu3MmMGTM4deoUJWt3Y4oMxq9PInpfLxSdDkWvQ3W6UFUVRVFQDHpUlwv1TAeEzmhAdblR3bUdHIpBD6qKeqajQ9HrQQHV6TrztQ5Fp8PtqJ2pJ2vIGrKGrHExa+B2U7bzEFUZtXNAvby8uPPOOxk5cqR0DbcCGRkZlJSUYNErJAZI4UIIIRpTlLeRYIueomo7qampDBgwQOtIQmhu586dTJs2jeLi2tnpkXE9iOs8EL3BqHEy0ZgCQqLpM+Qusg9tJj97LykpKezZs4cHHniAvn37ah1PCEAKxKKV6NOnD927d2fBggUsWLAAe34RhYs2AmCNjyLgyh4ULt6Es7QCY2gAIdcNpGR9KtU5BShGAxHjR1KxL5OK1EwAwm4bhv1UCSVrdwMQNKIfOi8zhQs3AODXLwnvLnEUfLmido1O0QQM6i5ryBqyhqzxi2soJiOqvXaDo6FDhzJhwgT8/f0RrcO2bdsA6BZkwaCTq1SEEKIxKYpCz2Arq/Mq2LZtmxSIRZtWXl7OzJkz2bCh9nWp1TuATj2G4x8UqXEy0VT0BiPxXYcQEtGJjL2rKS4u5q233uLKK69k4sSJ+Pr6ah1RtHFSIBathslk4vbbb+eqq65ixowZ7NlTO8en+ugJqqJC4ZyJaEII0fScZf/bsV21O4iJieH+++8nKSlJw1Ticpw+fRqAGF+TxkmEEMIz1T2+1s1YFaKtcbvdrF27ljlz5lBeXg4oRHVMJjZhAHq9lGfaAv+gSHpddSc5h7eRl7WbjRs3snfvXiZMmMDQoUPlqkOhGZlB3MK19RnEF6KqKhs3bmTOnDn1b+j1gb749ozHHBly5jLwlnXpuawha8ganrWGs7ic8r2Z2I8XAmA2m7njjjsYPXq0PFa3Uh9//DEpKSmMifNjVIyf1nGEEMLjbC2oZPahYpKTk3n22We1jiNEs8rOzmb69OkcPnwYAC+fIBJ6Dsc3IFzjZEIr5SUFHE5dja2itqbRqVMn7r//fjp06KBxMtGayQxi0aYoisLgwYPp27cvCxcu5Mcff6S6uJySNbsxhgbgm5yAOTIY5Sd/B4q+tvjzkxtB+dmnc4rx7D8J3c++Vgx6fnrRsaLXyxqyhqzRxtZwlldSsSeD6pyC2p/X6RgyZAh33nkngYGBiNbLZKrtbHO45LNzIYRoCvYzj691j7dCtAWVlZXMnTuXFStWoKoqer2RmIT+tIvrgU4nTQVtmW9AOL2uuoP87L3kHN5GRkYGf/nLXxg5ciR33HEHPj4+WkcUbYgUiEWrZrFY6jv2Fi5cyLJly3CcKuH0im2YIoLwTU7AFCYFGyFEwznLKilPzaD6SD5Q+0HVoEGDuO2224iMlHlxnsBsNgNgd0uBWAghmoLjzONr3eOtEJ7M7Xazbt065syZQ1lZGQAhkZ3o0OVKzBYp/IlaOp2eqI69CGmXQHb6Rk7lH2b58uVs2bKFCRMmMGTIEBk7IZqFFIiFR/Dz8+Puu+/mhhtuYMGCBaxcuRL7idMUndiCOSoU3+ROGINloyghxKVzVlRRsTeTqsw8ODOVqX///tx+++3ExMRonE40prqONrt0EAshRJOwS4FYtBFHjx5l+vTpHDp0CACrTyDxXYcQEBKtcTLRUpkt3iT2HkV4bFcy09ZSVlbMRx99xOrVq7nvvvuIi4vTOqLwcFIgFh4lMDCQiRMnMmbMGL799lvWrFlDTd4pavJOYY4Jx6d7R0whUigWQvw6Z7mNyv3Z2DJy4cwb2l69enH77bfTsWNHjdOJplBXsCizuzROIoQQnqnu8VVGTAhPVVFRwddff10/TkKnNxCb0J92cT1lnIS4KAHBUfS+6k6OZ6eSc3gbhw4d4oUXXpCxE6LJSYFYeKSQkBD+3//7f9x0003Mnz+fDRs2UJNbQE1uAaawQLy7dsAcHYqiKL9+Y0KINsV+qoTK9Gyqc07AmUbSbt26cccdd9C5c2dtw4km1a1bNwDSTldTYHMQ7mXUOJEQQniOcruLbQU24H+Pt0J4CrfbzZo1a/jyyy8pLy8HICQyng5JgzFbpaAnLo1Opye6Y29CIxM4cmAjhfkZLF++nM2bN3PXXXcxbNgwGTshGp2iqqpcR9mCXe7ug+Jsx44d44cffmDDhg24XLWdC3o/b3y6xmHt2A5F/r0K0aapqkrNsVNU7j+C/WRx/fGePXty0003yRvZNuStt95ix44d9A61MjEpWOs4QgjhMb7LKiElr4KOHTvy6quvSqOG8BgZGRl89tlnZGVlAeDlE0hHGSchGlFJUR5ZaeuwVZwGoGPHjtx333106tRJ42SiJbrcOqIUiFs4KRA3rtOnT7N06VJWrlyJzVbbwaCzmPBKjMW7cyw6i1zuJkRbojpdVGUdpyL9CK6y2scEvV7P4MGDueGGG4iNjdU4oWhuOTk5PPfccwA80yecdt7SRSyEEA1VWuPi79tP4HCrPPvssyQnJ2sdSYgGKy0t5auvviIlJQUAvcFEbEJ/Itt3l3ESotG53S7yj+4j5/A2XE47AFdffTXjx4/H31/GaIr/kQKxh5ICcdOoqqoiJSWFH3/8kcLCQgAUvQ5rfDTeXdpj8PPWOKEQoim5qu3YDuZgO5iDu6b2BZaXlxcjR45k9OjRBAYGapxQaOndd99ly5Yt9Ay28EDXEK3jCCFEq/dNRjHr8yvp3LkzL730knQPi1bN5XKxYsUKvv766/qmo7CoROKSBmEye2mcTng6e42N7AObOZl3AKh9D3P77bczatQoqRcJQArEHksKxE3L5XKxZcsWfvjhB7Kzs+uPm2PC8E5qjyk8SF7ACuFBHMXl2A4exZZ1HFxuoHZm+fXXX8+wYcOwWq0aJxQtwbFjx3j22WdRVZU/9gojxleuLhFCiMt1utrJP7afwKXCCy+8IGObRKuWmZnJtGnT6t87evuFEt9tCH6BEdoGE21OWfEJMtPWUVl2CoC4uDgefPBB4uPjNU4mtCYFYg8lBeLmoaoq6enpLFq0iF27dtUfN/j74JUYi7VjO3RG2dNRiNZIdbupzj2J7eBR7AX/my/coUMHbrzxRgYMGCCPreIc//3vf1m/fj0hFgNPJIfiY5LfESGEuFQ1LjcfpJ4ip8JB165d+ctf/qJ1JCEui81mY+7cuSxfvhxVVdEbzMQlXkFEbFcURTYLE9pQVTcnctPJPrAZl7MGRVEYOXIkd911F15e0s3eVkmB2ENJgbj5HTt2jGXLlrFu3TpqamoAUIx6rB2j8E6MxeAvu9AK0Rq4qmqwHc7FdigXd1Xt37JOp6Nfv36MHj2apKQkuUJAXFBJSQkvvvgihYWFxPoaeaxHKGa9vAEUQoiL5XKrfLK/iPTianx8fHjllVeIjIzUOpYQl0RVVbZu3crMmTMpLq5tNAhtl0CHLoNlnIRoMew1No6kb+TU8UMABAQE8Nvf/pYrrrhC3u+0QVIg9lBSINaOzWZj3bp1LFu2jPz8/PrjpohgvJNiMUeFoejkwVaIlkRVVRynSqg8mEN1zglw1z7F+fn5cc011zBixAiCg4M1Tilai7y8PF555RUqKiroGmThwa7B6OVFthBC/CpVVfnycDFbCmyYTCZeeOEFEhIStI4lxCU5deoU06dPr38/bvHyp1P3oQSExGgbTIgLKCnMJWPfWqptpQAkJydz//33ExYWpnEy0ZykQOyhpECsPbfbTVpaGsuWLWPnzp3U/cnovS14dY7Fq1M0OovMpxRCS6rTRVV2PpUHc3CeLqs/npCQwLXXXsuAAQMwGo0aJhSt1aFDh/jHP/6Bw+FgYLgXdyUESieGEEL8isXZpSzLLUdRFJ566in69u2rdSQhLprL5WLx4sXMmzcPu92OouiIju9DTHwfdHoZOyhaNrfLSW7mTo5l7UR1uzGZTIwbN44xY8ZIPamNkAKxh5ICccty6tQpVqxYwerVq6moqKg9qNNhjYvAq3MMxpAAKRwI0YycZZW1YyQy8lDtDgCMRiODBw9m1KhRdOjQQeOEwhPs2LGDt99+G1VVGR3ry/Xt/bWOJIQQLdaG/Aq+zigBYNKkSVxzzTXaBhLiEuTl5TFlyhQyMzMB8AtqR6fuV+PlE6hxMiEuja2imIx9ayg7fRyAjh078sgjjxAVFaVxMtHUpEDsoaRA3DLZ7XY2b97M0qVLOXLkSP1xQ6AvXp1jsHaQTe2EaCr1m84dysV+oqj+eGhoKCNHjmTYsGH4+vpqmFB4opUrVzJt2jQAxnUMYGiUzKMXQoif23XKxswDp1GBcePGcfvtt2sdSYiL4na7+fHHH5k7dy4OhwO9wUSHLoMJj5Y9K0TrpaoqJ/MOkrV/PS6nHaPRyB133MENN9yATid7a3gqKRB7KCkQt2yqqpKZmcmKFSvYtGkTDkdtB6Ni0GPt2A6vhBiMQX4apxTCM7gqq7AdPoYt41j9pnOKotCrVy9GjBhBr1695IWOaFLffPMN8+fPB2B0rC/XxfrJm0YhhDhj/fEK5mWWoALDhw9n0qRJ8hgpWoX8/Hw++ugjDh06s8FXSAwJPYZjtsqHwcIz1FRVkLEvheJTOQB07tyZhx56SDYO9VBSIPZQUiBuPSoqKli3bh0rVqw4a1M7Y2gAXgkxWNtHoBjkv58Ql0J1q9TkF2I7lENN3ik484zl7+/P8OHDGT58OKGhodqGFG2GqqrMmzevvkh8ZYQ3t3cKQCcFECFEG6aqKktyyliaUw7AiBEjuP/+++VDW9Hiud1uli9fzpw5c7Db7ej1xtqu4Zgu8uGG8DiqqlJwLJ0j6RtwOR2YTCbGjx/PtddeK4/XHkYKxB5KCsStj6qqpKens2LFCrZt24bL5QJAMRnxio/Cq3MMBj9vjVMK0bK5qmqoyszDdigXV2VV/fGuXbsycuRI+vXrh8EgY1yENpYvX85nn32Gqqr0DLZyb1IQRp28kRRCtD1uVeWbjBI2nqgE4LbbbmPcuHFSXBMtXmFhIVOmTGH//v0A+AdHkdDzGixWGVMmPFt1VTmHU1dRWpQHQJcuXXj44Yel6caDSIHYQ0mBuHUrKSkhJSWFVatWUVhYWH/cFBGEV0IMlphwFL18WicE1H64Yi84je1QLtW5BeCufXry9vZm6NChXHPNNbKpgmgxtmzZwgcffIDT6STe38SkriFYDfJ4LoRoOxxulVkHTpNaVIWiKNx///2MHDlS61hC/KotW7YwdepUbDYbOr2BDklXEhHbTT7YEG2GqqqcyEnjyIGNuF1OvLy8mDRpEgMHDtQ6mmgEUiD2UFIg9gxut5s9e/awYsUKdu/eTd2fnc5iwhofhVdCDAZfL41TCqENd7UdW1YetsO5uMps9cc7derEyJEjGThwICaTScOEQpxfWloab731FtXV1bTzNvJQ9xD8TfI8LYTwfFVON5/sLySz1I7BYODxxx9nwIABWscS4hdVV1cza9YsVq9eDYCPfxiJvUZh9fbXOJkQ2qiqLOXQnhWUlxQAMGzYMH77299isVg0TiYaQgrEHkoKxJ6nsLCQ1atXs3r1akpKSuqPmyKD8eocgyU6DEVmAAkPp6oqjpPFVB7KpTrnRH23sMViYfDgwYwYMYK4uDhtQwpxEbKzs3n99dcpLS0l0KxnYlIQcX5mrWMJIUSTya90MONAESdsTqxWK3/84x/p2rWr1rGE+EXZ2dlMnjyZ48ePAxAd34fYhP7odPL+WrRtbreLnMPbOJa5E4DIyEh+//vfy3uxVkwKxB5KCsSey+l0smvXLlauXMnevXv/11VsNeMVH4U1IQaDj1XjlEI0LneNg6oz3cLO0sr64x06dGDEiBFceeWV8om1aHUKCgp4/fXXOXHiBDoFbozzZ1iUj2xeJ4TwKKqqsrXAxjeZJTjcKgEBATzzzDNSRBAtmqqqLFmyhDlz5uB0OjGZvemcPIKAkGitownRopQU5XFo9wrsNZUYDAYmTJjAddddJ6NXWiEpEHsoKRC3DQUFBaxevZqUlBTKysrqj5ujQvFKiMEcFSJdxaLVUlUVx6kSbIdzqTp6AlxuAMxmM1deeSUjRoygY8eOGqcUomFsNhuffPIJmzdvBqBroIXfJAbiY5TnbSFE61ftdPNNZgnbT9aOgurRowePPvoo/v5yab5oucrKypgyZUr9++mgsDgSeg7HaJImHCHOx2Gv5vDe1ZwuOAJAcnIyDz/8sDzWtzJSIPZQUiBuW5xOJ9u3b2flypWkpaXVH9d5mfHqFINXQjR6L+muFK2D2+6k6shxbIdycJZU1B9v374911xzDYMHD8bLS2ZvC8+hqiqrVq1i5syZOBwO/E06fpsUTLy/jJwQQrReeRV2PjtwmlNVThRF4Y477mDs2LHopHlBtGBpaWl88MEHlJSUoOj0dOwyWDaiE+Ii1G9gl74Bt9tFQEAAjz32GN26ddM6mrhIUiD2UFIgbrvy8/NZvXo1a9asoby8vPagomCODsO7cwymyGB5gSNaJMfpMioP5lCdnY/qdAFgMpkYNGgQI0aMID4+Xn53hUfLycnh3XffJT8/HwW4vr0fI2N8ZeSEEKJVUVWVjScq+TazBKcKgYGB/P73vycpKUnraEJckMvlYv78+Xz33XeoqorVJ5CkXtfi7ResdTQhWpXK8iIO7lqGraIYRVG4+eabue2226Qm1QpIgdhDSYFYOBwOtm3bxooVKzhw4ED9cb2PFa/OMVjjo9FbTBomFAJUp4uq7Hxsh3JxFJXWH4+KimLEiBEMGTIEb29vDRMK0byqq6v59NNPWb9+PQCdA8zcnRiERV9bJNYrCgadgt3lRgUUFEx6BYdbxX3mpZlZr8PpVnGd+dqoU1ABp/t/XwM4znxtUBT0OoWaM2NcZA1ZQ9aQNS5nDbNeh83hZm5GMbsLqwDo3bs3Dz30EH5+fgjRUhUVFTF58mQOHjwIQHh0Fzp2vQq9wahxMiFaJ5fLQdb+9RTkpgOQmJjIY489RkhIiMbJxC+RArGHkgKx+Kljx46xcuVK1q1bh81WOwMOnYIlNgLvzjEYwwKlM1M0K0dJRe1s4cw8VIcTAL1ezxVXXMGIESNISkqS30nRpq1Zs4bPpk+nxm7HrFeocdW+7BoY4c34hEBe23GCEzYnHfxM/CE5jOnpRewprMKiV3jtyih+PFrK0pzaq0heHhBJdlkNnx04DcAj3UPwM+l5fWcBALd09GdYlC9PrDsma8gasoascdlr3NEpgMXZZVQ63ej1esaPH8/1118vIyVEi7Z9+3Y++ugjKisr0RuMdOo+jNB2CVrHEsIjnDp+mIx9KbicDry9vfnd735H//79tY4lLuBy64iGJswkhGhk0dHRTJw4kfHjx7Np0yZWrFhBVlYW1dn5VGfnY/D3qe0q7tgOnUk+KRdNQ3W5qc45ge1QLvaTxfXHw8LCGDFiBEOHDpWNDIQ44+qrryY+Pp6PPvqIzMzM+uOnq53IZ/RCiJbo64wSoPYqoN/97nckJEiRTbRcNTU1zJ49m+XLlwPg4x9KYq9rsXrLa1EhGktouwR8/MM4uHs5FaUneeeddxg1ahS/+c1vMJtlrw1PIR3ELZx0EItfk5WVxcqVK9m4cSM1NTUAKHo91o7t8EqMxRjoq3FC4Slctmpsh3KxHc7FXW0HQKfT0adPH0aOHEn37t2lu0iIC3C73axfv545c+ZQWlo7hiXB38yNHfyI8DK2mkvPZQ1ZQ9bwvDVKa1wsOFLCvtO1ryO9vb25/fbbGTFiBAaD9BOJliszM5P//ve/5OfnAxDVIZn2iQPR6eQ9sxBNwe12cfTgFvKO7AYgMjKSRx55hE6dOmkbTJxFRkx4KCkQi4tls9nYsGEDK1asIDc3t/64KTwI76T2mKNDUaR4Jy6Rqqo4TpVQeeAo1TkFcOYpIygoiOHDhzNs2DCCg2XTDyEuVnV1NQsWLGDRokU4HA4UYFCENze098PHJM/xQojmU+10szy3nJS8clxq7Ye+I0eO5LbbbsPXVxoMRMvldDr57rvv+O6773C73ZjM3iT0HE5gaKzW0YRoE4pP5XJ47yrs1ZXodDpuueUWbrnlFvlQsYWQArGHkgKxuFSqqnLgwAGWLl3K9u3bcbvPdJh4W/DqHItXQjQ6s2xqJ35Z3aZzlQeO4iwurz+elJTE6NGj6devnzweCdEAJ0+eZPbs2WzduhUAi17huvZ+DIn0Qa+Tud1CiKbjVlW2FthYlF1KuaP2dWKPHj249957iY6O1jidEL8sLy+PDz/8kKysLABCIjsR320oRpNF42RCtC1ORzWZ+9ZxKv8wAB06dODRRx8lKipK42RCCsQeSgrEoiGKiopYvnw5q1atoqKiovagXoc1LhLvpPYYg2QnanE2V2UVlQdzsGUcQ61xAGA0Grnqqqu49tprad++vcYJhfAs6enpzJw5k6NHjwIQZjVwQ3s/eoZY0ckGj0KIRqSqKgeKa1h8tJTcitrn+PDwcO655x769Okjm8qKFs3tdrNs2TLmzJmDw+HAYDQT322obEQnhMZOHT9MZtpanI4ajEYj48ePZ/To0TJ6UENSIPZQUiAWjcFut7Np0yaWLl1KdnZ2/XFjWCDeibFYYsNl/EQbpqoq9pPF2A4cpTq3AM48K4SEhDBq1CiGDRsml5oK0YTcbjcpKSnMnTuXsrIyAEKtBkZE+9IvzAuDdBQLIRrArarsKaxiZW45xyprC8NWq5Vx48YxevRouSRYtHjHjx/n008/Zf/+/QAEhMSQ0HM4ZouPxsmEEAA11RUcTl1NSWHtqMsuXbrw4IMP0q5dO42TtU1SIP4Jl8vF7Nmz+fLLLzl27BjBwcHcdNNNPProoxe1w2J1dTWffPIJCxcuJD8/n8jISO68807uv//+834KsmDBAqZPn86RI0fw8fFh1KhRPPnkk/j5Nbw7UwrEojGpqsrhw4dZunQpW7duxeVyAbXjJ7y7xGHtFI3OKG8S2grV7ab6aAEV+4/gPF1Wf7xbt25ce+219O3bVz75FaIZ2Ww2Fi9ezNKlS6msrATA36RneLQPgyK8Mevl71EIcfGcbpVtBZWsPFZBYbUTALPZzDXXXMPYsWPx9/fXOKEQv8zhcLBgwQK+//57nE4nOp2BDl2uJCK2m3S8C9HCqKrKiZw0jhzYiNvlxGAwMHbsWMaOHYvJJCMum5MUiH/i5ZdfZs6cOfTu3Zt+/fqRmprKli1bGDx4MJ988skvFjzcbjePPvooq1evZsiQISQlJbFx40bS0tK4/fbb+cc//nHW90+dOpV///vfdO7cmauvvpqsrCxWrlxJYmIiX331FVartUH3RQrEoqkUFxezcuVKVqxYUd+xppiMeHeOwSupPXrrr3+YIlont8NJVWYelfuzcVVWAWAymRgyZAijR4+W+YNCaKyqqopVq1axePFiiouLAfAy6BjSzpuh7XzwNsprASHEhVU73Ww6UUlKXvn/Z+++w6Mq8/ePv2cmvUESIEBChySE3nsPRaWjCCoWFNfGrq66rrq7P3V1Ub+67q6su66uYncVUSwoCEhHIPROIIGEkEZ6T2bm/P6IGQ29JJlk5n5dl5fmnDPn+UzAOTP3POfzkFde2WM4ICCA8ePHM27cON0VJA3CgQMH+O9//0tqaioAwU1b06HLMHz89MWGSH1WWpzPsf3ryMlMAqBFixbMnTuXLl26OLky96GA+Cc7d+5k1qxZjB07lldffdXxzeKzzz7Le++9x4svvsiUKVPO+/ivv/6ahx9+mFtvvZUnn3wSqPzlzp8/n1WrVvHBBx/Qt29foPJWl7FjxxITE8MHH3zg+Fbkrbfe4oUXXuA3v/kN991331U9HwXEUtvKy8tZv34933zzDWlpaZUbzWb8OrTEP6YdHkH+zi1QaoyttJziwycoOpSEUV55i2lgYCDjx49n7Nix+sAoUs9UVFSwfv16vvrqK9LT0wHwMpsY1MKfUeGBNPbWewIR+VlhhY31pwpZf6qQYmvlR7yQkBCuvfZaRo8ejY+PFvGS+i8/P58PP/yQdevWAeDp7Uf7mKE0ad5Bs4ZFGgjDMMhKO8axAxuoKCsGYPjw4dx00001cqe9XJgC4p88/PDDfP311yxdupTo6GjH9oKCAgYNGkSvXr147733zvv4WbNmsWfPHjZt2kTjxo0d248dO8a1117LtGnTeP755wF45ZVX+Pe//81rr73GmDFjHMfabDZGjhyJp6cnq1evvqrno4BY6ordbmf79u189dVXHD161LHdu1UYAV3a4dW0sfOKk6tizS+i6OBxio+lgK1yJlFYWBjXXXcdw4cP1y0/IvWc3W5n69atLF261LGYncUE/Zr5MToikGZ+nk6uUEScKafMyg8nC/kxrYhye+VHu+bNmzNp0iSGDh2Kp6deI6T+MwyDdevW8cEHHzgW127eugttowbi4ak7G0UaImtFGScObyE1aR9QeTfLTTfdxIgRI/SFTy260hzR5ZqNxsXF0bhx42rhMFTOkouJiWHnzp1YrdZzLsZQXl7O3r17iY6OrhYOA3To0IEmTZqwdetWx7Zt27YBMGDAgGrHWiwW+vbty7Jly0hJSSE8PLyGnp1I7TGbzfTr14++fbAp1y8AAH7JSURBVPty+PBhvv76a3bs2EFZcjplyel4NgsmIKYd3hFN9WLeQJSfzqNofwKlSemObe3bt2fSpEn069dP/YVFGgiz2czAgQMZMGAAe/bsYenSpRw6dIgf04vZkl5Mt1AfhrcMpEMjL70+i7iR5IJy1p4qZGdmMbafpvy0bduWyZMn079/f13npcFITEzk3Xff5fDhwwD4BYbQsetIgoKbO7kyEbkaHp7edOg6nGYRUcTvXUNhQRb/+c9/WLNmDbfddhvt2rVzdonyCy4VEJeXl5OWlkb37t3PuT88PJzdu3dz8uRJ2rZte9b+lJQUrFYrrVu3Pu/j9+zZQ3l5OV5eXiQlJREaGkpAwNmrp1aFwsePH1dALA2KyWQiOjqa6OhoTp48ybJly1i/fj0VGTnkZOTgERJEYI+OeIcrKK6vKrLyKNh9lLKUTMe2nj17MmnSJKKjo/XnJtJAmUwmevToQY8ePThy5AhLly5l586d7MkqZU9WKeH+ngxvGUDvZn54mvX/uYgrshkGe0+XsPZUIYn55Y7tMTExTJ48mW7duuk6Lw1GXl4en3zyCWvWrMEwDMxmD1p36kfLdt0xm3XnrIirCGwcRs8h13Pq+B6S4rdx5MgR/vCHPzBy5EhmzpypRVPrCZcKiHNzcwHO29Okqr9mQUHBFT/eMAwKCwsJCQkhNzf3vIs5XWysK3Hw4EG94ZM6N2TIELp37862bdvYvn075dn55PywA88mjQjs0QmvFqH6e1lPVOQUVAbDyZUzhk0mE127dmXgwIE0a9YMu93OgQMHnFyliNSUa6+9ln79+rFt2zb27t1LSlEFH8Xn8NXxPAY392dIiwAaqU+xiEsoqrCxOa2IDaeKyC23AZV3F8TExNCvXz9atmwJoOu8NAglJSXs3LmTjRs3Ul5e+UVHk7AOtInqj29AMHabFZu1cr0Mi4cndrsNw17ZJs1s8QDDwG7/6f8DiwUwYbdZATCZzZjNFsfjTSYzZosFm60CDMBkwmLxwG6zUtVtU2NoDI1R+2MYhp0WrbsS2qwdSUe3kXkqnh9++IGNGzcyfPhw+vbtq5aqNeRKOwm7VEBstVb+hTxfP82q7WVlZVf0+Kr+XVUXMavVesVjiTQkgYGBjB49moEDB7J582bi4uKoOJ1H9qo4vJoFE9CzE95hIc4u021Z8wop2H2U0hNpjm1du3Zl2LBhhIToz0XElTVt2pRrr72WUaNGsXPnTrZv305+fj4rkgtYebKAXk18GR4eSJtA9RoXaYhSiypYd6qQuIxiKn7qL+zn50fv3r3p3bu3FpiVBufYsWN8/PHHjp/9g5pgrSjjdPoxysqL6DFoOod3ryIr7RgWDy8GjbuL5KPbST4aB0C/0bdSkJPGoZ0rAOjSbxJePv7sXF95znadhxDergebV7wBQFirznTqNordGxdTXJhDYHBzjaExNEY9GKO8tIi87FOUl5ezcuVKdu7cydixY+nQoQPiHC4VEFetzFtRUXHO/VXBrp+f3zn3e3t7X/DxVdt9fX0d413pWFeic+fO+kZFnK5fv37k5uby5ZdfsmrVKsozcshesRWv5qEE9uykxezqkLWgmMI9RylJPFX5jS+VPdFnzJhx3rsbRMR19e3bl7lz5xIXF8d3333H4cOH2Z5ZwvbMEtoEejGiZQA9mvhiUfsJkXrNbhgcyC5l3alCjuT+PNmkTZs2TJgwgUGDBmmBWWlw0tLSeP/999mxY4djW1BwC7oNnMLO9f9zYmUi4gweXpW5mtlsweLhRVZWFh9//DG9evXilltuoUWLFk6usOH65SJ1l8NkXOnc43qovLzc0Zvvl99KVnnooYdYtmwZK1eupFWrVmftP3HiBOPGjWPixIm8/PLLZ+2fOXMme/bsYf/+/VgsFoYPH47dbmfDhg1nHfvSSy/xxhtvsGjRIgYNGnTFz+lKVx8UqQtZWVksXbqUH374AZut8hYT7/CmBPbshGfIuVu1yNWzFZVSsOcoJcdS4KeX8D59+jBjxoxz9lcXEfeUkJDA8uXL2bx5s+MuqUZeZoa0CGBwC38CPPWeQqQ+KbXa2ZJexPpThZwurXxfZTKZ6NevHxMmTCAqKkptvaTBKS0t5YsvvmDZsmVYrVZMJjNhrWJo1bE3np6+LnULvcbQGBrjysYwDDtJ8XGkntiLYdjx8PDg2muvZerUqY6JoHLprjRHdKmAGCA2NpaSkhI2btx41r4bbriB+Ph44uLi8PA4e/K0zWajR48exMTE8Mknn5y1f/DgwQQGBrJ8+XIAbrvtNrZs2cLOnTsds4qrPPjgg3z77besX7+eZs2aXfHzUUAsDUFmZiaff/4569atw/7ThcMvshWBPTth9tYMl5pi2OwUHTxO4d5jGNbKC3KPHj24/vrrdSuOiJxXXl4eK1euZOXKleTl5QHgYYLezfwY1iKAVmo/IeJUacUVbDhVyLaMYspsP7eRGD16NGPHjqVp06ZOrlDk8hmGwY8//sgHH3xAdnY2AI2btKJ9zBD8AtQCTUTOVlyYTcKBjeSeTgYgODiYm2++mUGDBukL0stwpTmiS7WYgMpZdF988QXHjh2rFpgUFBRw8OBBevXqdc5wGMBisdCzZ0927dpFQUFBtZ5ex44dIysrixEjRlQb68cff2Tbtm0MHz7csd1msxEXF0d4ePhVhcMiDUXTpk25++67mTRpEosXL2bz5s0UH0mm9EQagb2j8O0Qrhf0q1SWepq8rQex5RcBEBkZyezZs4mKinJyZSJS3zVq1IgZM2YwefJktmzZwnfffUdCQgJb04vZml5Mm0AvhrUMoGcTXzzUfkKkTtgMg/1ZpWxIrd5GIjw8nPHjxzN06FDNmpIGKzk5mXfeecexaKK3byDtOw8hJKydPhOIyHn5BYTQpd9EsjOOk3BgIzk5OSxcuJBVq1Zx22230bp1a2eX6NJcLiCeOnUqX3zxBX/961959dVXMZvNAPz973+noqKCWbNmXfTx27Zt4+9//zt/+MMfgMrAt6rlxI033ug4dtKkSbz++uu8+uqrDBgwwNHD+J133iEzM5OHH364Np6iSL3VokUL5s+fT2xsLG+//TYnT54kb/M+io+epFH/GLWduAK2olLytx9yLEAXFBTEzTffzNChQ/UGW0Qui6enJ0OHDmXIkCEcO3aMFStWsHnzZk4UlHPicDZfJJgZ3NyfwS38aeztcm8RReqFwgobP6YVsTG1iJyyn9tI9O3bl3HjxhETE6PruzRYRUVFfPbZZ6xYsQK73Y7ZbCGiQ2/C2/fCYtF1RUQuzmQyERrWjsZNWpGSsJOTx3Zw8OBBnnjiCcaOHcv111+Pv7+/s8t0SS7XYgLgkUce4auvvqJr164MGjSIvXv38uOPPzJixAj+9a9/OaZXL1q0iIKCAm677TaCgiqDK7vdzq233sq2bdsYOHAg3bp1Y/Pmzezbt49Zs2bx9NNPVxvrlVde4d///jft2rVjzJgxHD9+nJUrV9KlSxfef//9q16kTi0mpKGyWq0sX76czz77jNLSUjCBX2TryrYTXp7OLq/eM2x2ig6doHDPUQyrDZPJxLhx43RBFJEalZeXx+rVq1m1apXjFmAz0K2JL8NaBNChkZfCKpEakFRQzvpThezMLMb606evgIAARo8ezZgxY9RGQho0wzBYu3YtH3/8Mfn5+QCEhrWnXefB+PhpgoiIXLnSkgISD24kKy0BqJwwNWvWLIYPH+6YECrVqQfxL1RUVPDmm2+yZMkS0tLSCAsLY+LEifzqV7+q1it49OjRpKSksGrVKiIiIhzbi4qKWLhwIcuWLSMnJ4eIiAhmzpzJnDlzzvmL/fDDD/nwww85ceIETZo0YfTo0TzwwAMEBwdf9XNRQCwNXXZ2Nu+//z4//vgjAGYfLwL7ROHbrqVCh/MoS88mf8t+rHmV7SQ6derEHXfcoQXoRKTWWK1Wtm/fzooVKzh48KBjews/T4a19KdPMz+8LXoTLnI5rHaDXadLWH+qkBMF5Y7t7dq1Y/z48QwcOBAvL/UAl4YtIyODN954g/379wPg69+Y9jHDCG569qLwIiJXKvd0Msf2r6ekKBeAmJgY7r77brV1PQcFxC5KAbG4in379rFo0SJOnToFgE+b5jQa2EWziX/BsNsp2H2Uon2V344GBgYye/ZsfTsqInUqKSmJ77//ng0bNlBWVtkb1cdiYkBzf4a28Kepr163RS4kt8zKptQiNqUVUVhRuXivxWJh0KBBjBs3jg4dOuhLcmnw7HY7K1eu5KOPPqKsrAyz2YPWkf1o2bY7ZrM+s4pIzbPbbZw6vpek+K3YbVa8vb2ZNWsWY8eO1eflX1BA7KIUEIsrsVqtfP3113z22WfYbDYs/j40HtYDr6ZXP9u+obMWFpO7YQ8VmbkAjBw5kptuuomAgADnFiYibquoqIh169axYsUK0tPTHdujGnsztGUAMSE+WBRyiQBgNwzic8vYmFrI3qxSqj5ghYSEEBsby6hRo2jUqJFTaxSpKenp6fznP/9x3HESFNKSTt1G4euvv+MiUvtKivKI3/sD+dmVk8+io6P51a9+RVhYmJMrqx8UELsoBcTiio4ePcrChQvJyMgAk4nAHh3x79rebWfTlJxII2/zPowKK76+vsybN4+BAwc6uywREaByltiePXtYsWIFu3fvpuqtY2NvC4Ob+zOouT+BXnp/Iu6puMLO1ozKRecyS6yO7TExMcTGxtK3b188PLQ4l7gGu93O8uXL+d//PqG8vAyzxYO2UYNo0aar276PFxHnMAyDtKT9JB7ahN1mxcvLixtvvJHx48e7/WxiBcQuSgGxuKri4mL++9//snnzZgC8mofSeEg3LH4+Tq6s7hhWG/lxhyiOTwagY8eOPPDAA+qjJCL1VkZGBqtWreKHH36gsLAQAIsJejTxZWiLANoFaVE7cQ/JheVsTC1ie0YxFfbKj1M+Pj4MHz6c2NjYauubiLiC9PR0/v3vf3P48GEAGoWG06nbKC1CJyJOVVqcT/zeH8jLSgEgMjKSe+65h+bNmzu5MudRQOyiFBCLK6ta8XjRokWUl5dj9vai8dBueLd0/ZW8K/IKyV27C2teISaTiUmTJnH99ddrlpGINAjl5eVs2bKF77//nqNHjzq2t/DzZGhLf/o09cPHw71nb4jrqbAb7MosZkNqUbVF51q1asW4ceMYMmQIPj7u80W3uI8dO3bw2muvUVxcjMXiSdvoQTRv3UVfCIpIvWAYBmnJBzh+cBM2WwV+fn7cd9999O7d29mlOYUCYhelgFjcQUpKCq+++ipJSUlggqB+MfhHtXZ2WbWmLDWLnLU7MSqsNG7cmHvvvZdu3bo5uywRkSuSmJjIypUr2bhxI+XllaGZt8VE/2Z+DGkRQHN/LWonDVtWqZWNqYVsSSumyPrzonMDBgwgNjaWqKgoBWXikux2O0uWLGHJkiUABAY3J6rnWHx8A51cmYjI2UpLCji863sKctIAmD59OtOnT3e7lhMKiF2UAmJxF+Xl5bz99tusXbsWAP/ObQnsHYXJ7FofuIqPniTvx/1gGERFRfHggw9q0RoRcQlVi9qtXLmS1NRUx/aOjbwZ2sKfbqG+WFzsNV1cl90wOJRTyobUIg5m/7zoXGhoKGPGjNGic+LyCgsLee211xyfRVu06Uq7zkMwm/V5VETqL7vdRuLBTaSe2AtU5mj33XefWy3+roDYRSkgFndiGAZLly7lk08+AcC7VTMaD+mO2bPht10wDIOCXfEU7UsAYPDgwdx99914eXk5uTIRkZplGAb79u1j5cqVxMXFORa1a+RlZlDzAAY196eRt97PSP1UVGFjS3oxG1MLySq1ObZ369aNcePG6f24uIWkpCT++te/kpGRgdlsoUPXEYRFRDu7LBGRS5aRcpije9dgt9to1qwZDz30EG3atHF2WXVCAbGLUkAs7mjTpk38+/XXsVZU4BkaRPCoPlh8vZ1d1hUzbDZyN+6l9ETlrS7Tpk3j+uuv1+2oIuLysrKyHIva5eXlAWA2QffQykXtOjTSonZSPyQVlLMhtZCdmSWORef8/PwYMWIEsbGxtGjRwskVitSNzZs38/rrr1NeXo63byCde08goJHrrw8iIq6nMC+Tgzu+o6ykAC8vL+6++24GDx7s7LJqnQJiF6WAWNzV4cOHefnllyksLMTi70PwmL54Nmp4t4XYy8rJ/mEHFZm5WCwW7rrrLkaMGOHsskRE6pTVamXr1q18//33HD582LG9uZ8HQ1sE0LeZFrWTuldhN9iZWcyGU4UkFVY4trdt25axY8cyePBgvL0b7hfUIpdrxYoVLFq0CIDGTVoR1XMsnl5aeFFEGq6K8lIO7/qe3NPJANx2222MHz/eyVXVLgXELkoBsbiztLQ0XnzxRdLS0jB7exEyth+ewQ1nUQx7aTlZK7dhzSnAz8+Phx56iC5duji7LBERpzpx4gQrV65kw4YNlJWVAZWL2vVr5sdQLWondeBci855eHgwcOBAYmNj6dSpk2a2i1s5s81bizbdaB8zBJNJX9yJSMNnGHYSDm4k9XhlX+KZM2cyZcoUl73WKyB2UQqIxd0VFBSwYMECjh8/jtnbk5DYfniGBDm7rIuylZSRvXIb1txCGjVqxBNPPEGrVq2cXZaISL1RXFzMunXr+P7777WondS68y0616RJE8aMGcPIkSO16Jy4JcMw+Pjjj/nqq68AaNWxL6079XPZ4ERE3JNhGCTFbyP5aBwAEydOZPbs2S75WqeA2EUpIBapXEX5+eefJyEhAZOXJyGxffEKrb8f4mzFpZXhcF4RjRs35sknnyQ8PNzZZYmI1EtVi9p9//33bN++/ReL2lkY3jKAQS388VP7CblC5TY7W9OLWZNSyOlSq2N7t27dGDt2LL1798Zs1t8vcU92u523336bVatWAdAuejDh7Xs6tygRkVqUkribxIMbARg9ejRz5851ufcBCohdlAJikUrFxcW88MILxMfHY/L0IGRMX7yaNnZ2WWexFZeS9f1WbPnFhISE8OSTT2phGxGRS1S1qN3q1avJz88HKttPDAzzZ3h4AKE+Hk6uUBqK/HIb608VsjG1iOKf2kho0TmRn9ntdl577TU2bdoEQMduI2neKsbJVYmI1L605AMc3bsWMBg8eDD33XefS4XECohdlAJikZ+VlJTw4osvcvjwYUyelp9C4mBnl+VgKy4la8VWbAXFNGnShD/84Q80a9bM2WWJiDQ4FRUVbNy4kWXLlnHy5EkATECPJr6MigikTaCXcwuUeiu1qII1KQXEZRRj++lTTtOmTbn22msZMWIEPj5acEvEMAzeeustVq1ahclkJrJnLE1bdHR2WSIideZ06lEO71qJYdgZPXo0d955p8u0m1BA7KIUEItUV1payksvvcSBAwcwe3sSOmEgHkH+zi4Le7mVrBVbsOYU0KxZM5588kmaNm3q7LJERBo0wzDYs2cP33zzDfv27XNsbx/kxaiIQLqE+GB2kTfzcuUMwyA+t4zVKQUcyilzbO/YsSMTJ06kb9++LjUzSORqLV68mCVLlgAQ3Ws8TVp0cHJFIiJ173TqMQ7tXA7AtGnTuOGGG5xcUc1QQOyiFBCLnK20tJRnn32WhIQELAG+hE4YiMXX22n1GHY72au3U56aRePGjXn66acVDouI1LATJ06wbNkyNm3ahM1mA6CprwcjwwPo18wPL4sCQHdjtRvszCzmh5RCThVVAGAymejbty/XXXcdkZGRTq5QpP75/vvvefvttwHo0GU4Ldp0dXJFIiLOk5q0n2P71gJw2223MX78eCdXdPUUELsoBcQi55aXl8ef/vQnMjMz8QxtROi4/pg86v7/D8MwyNu8j5JjKXh7e/PHP/6R9u3b13kdIiLuIjs7m+XLl7Nq1SqKi4sB8PcwM6SFP8NaBhDopfdKrq7EamdTahHrThWSV175ZYG3txcjRozkmmuuISwszMkVitRPP/74I6+++iqGYdCqY1/aRPZ3dkkiIk6XFL+NpPhtmEwm5s+fz8CBA51d0lVRQOyiFBCLnN+pU6d46qmnKCwsxDuiGcEjemEy1+2txgW74ynccwyTycQjjzxCr1696nR8ERF3VVpaypo1a/j222/JzMwEwMtsYnh4AKPCA/H31IxiV1Nms7PuVCE/nCyg2Fr5EaZx48aMGzeO2NhYAgICnFyhSP118OBBFixYgNVqpXnrLnToMtxl+m2KiFwNwzBI2L+e1KR9WCwWnnjiCTp37uzssq6YAmIXpYBY5MIOHTrEXxYswFpRgV90Gxr1q7sX8uJjKeRt2gvAnXfeyZgxY+psbBERqWSz2di2bRtfffUViYmJAPhYTIwMD2RkeAA+HgqKG7pym8GmtEJWJhdQWGEHoGXLlkycOJEhQ4bg6enp5ApF6re8vDwef/xxcnNzCQ1rT3TvcZhMem0UEaliGHYO7fyerLRjNGrUiAULFtC4cWNnl3VFFBC7KAXEIhf3448/8o9//AOA4JG98GlV+7eWWvMKOb1sM4bVxuTJk5k1a1atjykiIudnGAbbt2/n008/JTk5GQA/DzOjIwIY1jIAb/UobnCsdoMf04r4PjmfvPLKYDgsLIwZM2YwePBgLTwncgnsdjsLFixg//79+AUE02Pw9Vg89KWKiMiZbLYKdm/8jOLCbGJiYnjiiSca5HuNK80RPWqxJhGROjFw4ECOHTvGN998Q+7mfTQNbYTFz6fWxjNsdnI37MGw2ujSpQszZ86stbFEROTSVC1O1rt3b7Zs2cLixYtJTU3l6+P5rEkpZGyrQAa3CMCzjlsRyeWzGQZx6cV8l5RPTlllj+HQ0FCmT5/OsGHD8PDQRxiRS7VkyRL279+P2eJBdK/xCodFRM7DYvEkuvd4dm38lAMHDrBkyRKuv/56Z5dVZ/TuSkRcwsyZM9m3bx8nTpwgd+NeQmL71lpftYLd8VRk5xMQEMC9997bIL9VFBFxVWazmUGDBtG/f382btzIZ599RmZmJp8n5LH6ZCHjWgcyIMwfDwXF9Y7dMNiZWcJ3SflklliByh7DU6ZMYfTo0WolIXKZ9u7dy+effw5Ax64j8AsMcXJFIiL1m19AMB27juTI7pV8/vnnREVF0a1bN2eXVSeUaoiIS/D09OSBBx7Ay8uL8rQsig4er5VxylKzKNpf2eNy3rx5hITojbaISH1ksVgYPnw4L7/8MnfeeSchISHkldv49GguC7anEZdRhF2d1uoFwzDYl1XCizvSee9wNpklVgIDA7n55pt55ZVXGD9+vMJhkctUUFDAP//5TwzDIKxVZ5qFRzm7JBGRBqFZeCRhrWIwDIN//vOf5OfnO7ukOqGAWERcRnh4OHPmzAGgYOcRKnIKavT89vIKcjftAWD06NH069evRs8vIiI1z8PDgzFjxvDXv/6VW2+9lUaNGpFVauP9wzn8Y3cmyQXlzi7RraUXV/D6/tO8eSCLtGIrfn5+zJw5k7/97W9cd911eHt7O7tEkQZpyZIl5Ofn4xcQQvuYYc4uR0SkQWkfMxS/gBDy8/NZsmSJs8upEwqIRcSljB49mj59+oDdIH/bQWpyHc7CvcewF5fRvHlzbrnllho7r4iI1D4vLy8mTJjAK6+8wsyZM/H29uZ4QTl/3ZXBx/E5FJTbnF2iWym12lmakMsLO9I5lFOGh4cHkyZN4m9/+xtTp07F19fX2SWKNFipqamsXLkSqAw5LBZ1lhQRuRwWiwftY4YCsGrVKk6dOuXkimqfAmIRcSkmk4nbbrsNT09PytOzKUvOqJHzWvOLKDp0AoDbbrsNH5/aWwRPRERqj4+PD1OnTuXll19myJAhGMCPaUU8F5fG2pQCbHa1nahNdsNga3rl7/uHlELsBvTq1YsXXniB2bNnExAQ4OwSRRq8jz76CJvNRnDTNjRuEuHsckREGqTGTSIIbtYGm83GRx995Oxyap0CYhFxOU2aNOG6664DIH/HYQyb/arPmb/9MNgNevToQY8ePa76fCIi4lwhISHcf//9/OlPf6JNmzaU2gw+T8jj/3amcyS31NnluaSkgnL+vjuTD4/kUFBhp3nz5jz66KM8+uijtGjRwtnlibiEgwcPEhcXByYT7aIHObscEZEGrV30IDCZ2L59OwcPHnR2ObVKAbGIuKTJkyfTuHFjbAXFFB0+cVXnKkvNouxkBmazmZtvvrmGKhQRkfogOjqa5557jjvvvJOAgADSiq28tvc0bx/IIqvU6uzyXEJBuY2Pj2Tzyq4MThSU4+Pjw+zZs3nxxRfp1auXs8sTcSkff/wxAM1bxeAXqMWURUSuhl9ACM1bxQC4/CxiBcQi4pJ8fHyYOXMmAIV7jmEvu7JFiAzDIH/7IQDGjBlDRIRu0xMRcTVms9mxkN24ceMwmUzszirh+e3pfJ+Uj60G+9m7E7thsDG1kOfi0vgxvRgDGDp0KC+//DKTJk3Cw0N9UUVqUkZGBvHx8YCJ1p20mLKISE1o3akfmEwcPXqUjIyaaWFZHykgFhGXNXz4cFq3bo1RYaX4SPIVnaM89TTWnAJ8fHyYMWNGDVcoIiL1SUBAALfffjsLFiwgJiaGCrvBNyfyeWVXBqeKruyLRnd1usTKv/ae5tOjuZTaDNq2bctTTz3FfffdR3BwsLPLE3FJ27dvB6BRSAu8vP2cXI2IiGvw8vajUUhLgMoWPi5KAbGIuCyz2ezoRVx0OAnDfvm9iIsOVranGDlyJEFBQTVan4iI1E+tW7fmySef5N5778Xf35+ThRW8vDOD707kY9UidhdkNwzWphTw4o504vPK8Pby4tZbb+XZZ58lMjLS2eWJuLSq4CIkrJ2TKxERcS2hP72uunJArPu6RMSlDRw4kI8++ojc3FxKT6Th267lJT+2Iq+QslOnMZlMjB8/vharFBGR+sZkMjFs2DC6du3K22+/TVxcHN8l5bMnq4TZkcG0CvBydon1TmZJBR8dySEhv3K2dUxMDPPmzSMsLMzJlYm4vvz8fMcCSo2btsJmrQDAbLFgMpmx26wYZ7TLMZnNmM0W7Hbb2RMpTCYsFg8Mw8BuO7sfu9nigclkwmargDO+N7vQeU0mE2aLB4Zhx26znXVei4cngKP+6mNe6XMBi8XzEp6LFS7jvFf1XMwWTGYzdpsNwzjzvGbMFguG3Y7dfsZ5a+m5XM2f9xU/F2rrz1t/d2v1ubjp391GTSpbTR4+fJj8/HyXnDymgFhEXJqnpyexsbEsXryYooMn8GnbApPJdEmPLT5UOXu4d+/e+nArIuKmgoODeeihh9i8eTOLFi3iVGEhr+zKYExEIONbB+FhvrRriiurnDVcyLIT+VTYDby9vbnpppsYM2YMZrNuWBSpC7t373b89851Hzv+u8fgGQQ2DuPgju/IyUyq9phWHfvSJrI/aUkHSDiwvtq+gEZN6TnkBspKCohb8/5Z4w0Ycwee3r7s3riY4sKcavs6dR9NWEQ0Jw5vISVxV7V9oc070Ln3ePKyU9m3ZWm1fWaLB4PH3w3AllVvnxX2dB0whcah4RzevYqstGPV9oW360m7zoPJPBVP/J7V1fb5BQTTe/hsrOWlbFn19lnPpe/IW/DxC2Lvj59TmJdZbV/7mGG0bNuN5KPbST5afeZgcNPWdOk3kcK8THZv+uys8w699j4Atq15D2t5abV9MX2vJaRZW47uW0NGyuFq+1q07kqHrsPJSk/g0M4V1fZ5+wbSb9Qc7DYrm1e8cdaYvYbNwj8whP3bviY/+1S1fW2jBxHRvhenju/h+KHN1fYFhbSk+8CpFBfmsHP9x5xp0Lh5WDw82bHuY8pKCqrti+41jiYtOpJ4cCOpSfuq7WsWHkVkjzHknE7iQNyyavs8vHwYGDsX4JzPRX939Xe3Sn36u2sYBrt27WL48OFnjdXQ6R2biLi8MWPG4OnpSUVWHhWn8y7pMfbyCkqOpQBwzTXX1GZ5IiJSz5lMJgYPHsz//d//MWDAAOwGfJ9cwEs70zlR4N69idOKK/j77kyWJuZRYTfo2rUrL774ImPHjlU4LFKHsrKynF2CiIhbcNXXW5Nx5vx2qVdsNhu7du0CoGfPnlgsFucWJNJA/fOf/2Tjxo34x7QlqE/0RY8vSUwld8NuWrRowUsvvXTJs45FRMT1bd26lbfeeov8/HxMwKR2jRgVHuB214ot6UV8Gp+D1QBfX19uueUWRo4c6Xa/B5H64MMPP+Trr7+meeuutIse5Niu2/TRbfqX8FzUYuLi59Xf3Z/GdOO/u4mHN5N2Yh/XXXcdN99881lj1RdXmiOqxYSIuIU+ffqwceNGSk9mXlJAXHoyA4C+ffvqg66IiFTTv39/oqOjeeedd9i8eTNfJuaRXFDOrMhgvC2uP2vWZjf4PCGXDalFAHTv3p158+YRGhrq5MpE3FdJSQkAXt6+jnDnl8yW83/0N5stYD53gGAymc55vioWy/n3Xfi8Ziwe53+9vNCYtfdcrvS8V/NcLMB5zms2YznPnRi191yu4s/7Cp8LOOvPW3939Xf3p/Ne4nPx8vIFoLi4+LznasgUEIuIW+jevTsWiwVbfhHW/CI8gvzPe6xht1N26jQAvXr1qqsSRUSkAQkKCuKBBx4gOjqad999l52nS0grtnJnTChNfF33LXZBuY23D2Y5FqK7/vrrmTp1qtpJiDhZVWBh8dACmiIitaHq9bXqCzlXo3dyIuIW/Pz8iI6unDlclpJ5wWMrMnMxyisICAigU6dOdVGeiIg0QCaTibFjx/Lkk0/SqFEjUosr+OuuDA7mlF78wQ3Q8fwyXtqZQUJ+Ob6+vjz88MNMnz5d4bBIPVBaWvm6c6FZciIicuWqZigrIBYRaeB69+4NQOnJCwfEpT8FyOr7LSIilyI6OprnnnuOjh07Umy18599p1mZnH9Wn8GG7Me0Il7dk0leuY2WLVvy5z//mT59+ji7LBH5SVBQEADlZUVOrkRExDWVl1a+vjZq1MjJldQOBcQi4jY6d+4MQEX2hT+0V2TlVzteRETkYkJCQvjjH//IqFGjMICvj+ez6FA2ZTb7RR9bn9nsBp8ezeHj+BxsRmVv/meeeYaWLVs6uzQR+YUWLVoAUFKY69xCRERcVElRLoDLvgdy3QZpIiJnaNmyJWazGXt5BfaSMix+Puc8zppXCECrVq3qsjwREWngPD09ueuuu2jfvj2LFi1i9+kSSqx27u7SBA9zw1vw1G4YfHgkh+2ZxZhMJq6//nqmTJmilhIi9VBVYFH8U4AhIiI1q+oLuKov5FyN3t2JiNvw8vIiLCwMAGtu4TmPsZeWYy8pAyAiIqLOahMREddgMpkYM2YMTz75JN7e3hzJLePj+BzsDbDdxNfH89ieWYzFYuHBBx9k2rRpCodF6qmqwKK0KNel2tuIiNQHhmE4ZhArIBYRcQFVs4IrcgvOub/ip9nDTZs2xcfn3DOMRURELiY6Oprf/OY3mM1m4jKK+eZ4vrNLuixrUwpYfbLymjhv3jz69evn5IpE5ELCwsKwWCzYbBWUlTSs1xsRkfqurKQAm60Cs9nsmHTmahQQi4hbqZoVfL4ZxFXbNXtYRESuVs+ePZk3bx4Aq04WsC7l3Nee+mZnZjFfJOQBcOONNzJ8+HAnVyQiF+Ph4UGnTp0AyM5IcnI1IiKuJSez8nW1U6dOeHp6Orma2qGAWETcSrNmzQCwFZWec7+tqKTacSIiIldjxIgRzJw5E4DPE3LZlVns5Iou7GhuGe8fzsYAxo4dy+TJk51dkohcop49ewKQk3nCuYWIiLiY7IzjAPTq1cu5hdQiBcQi4laCg4MBHH2Gz1S1veo4ERGRqzVlyhRiY2MxgPcOZ5OQd+5rkLOlFVXw5oHT2Azo168ft912GyZTw1tcT8Rd9e7dG4DcrBRs1gonVyMi4hpstgryslIABcQiIi6jKvi1nScgrtreuHHjuipJRERcnMlk4vbbb6dv377YDPgoPgervX4tImUYBv87mkOpzSAqKor7779fC9KJNDDh4eE0adIEw24j96cwQ0RErk7e6RTsdhtNmjRx6VaUetcnIm6lKvg1yiswbLaz9tuLNYNYRERqntls5p577iEoKIjMEisbUutXP+Kdp0tIzC/H28uLBx54AC8vL2eXJCKXyWQyOWa3nU6Nd3I1IiKuIfOn19OePXu69J1VCohFxK34+/s7msqfaxaxZhCLiEht8fPz48YbbwTguxP5FFac/UWlM5TbDL5KrFyUbtLkyYSGhjq5IhG5UiNGjADgdOoxysvqd89zEZH6rrysmNNpx4CfX19dlQJiEXErJpOJRo0aAWAvLa+2z7DbMcor+7VVHSMiIlKTRowYQZs2bSi1GXx7It/Z5QCwJqWAnDIboaGhXHfddc4uR0SuQvv27enYsSOGYSct+YCzyxERadDSkw9g2O107NiRDh06OLucWqWAWETcTlBQEHB2QFz1s8lkIiAgoM7rEhER12c2m5kzZw4Am1KLSC1y7kJSeWU2ViYXADB79my8vb2dWo+IXL3x48cDkJa0H7u9ftypICLS0Bh2O6lJ+wEYN26ck6upfQqIRcTtXCwgDgoK0sI8IiJSa2JiYujXrx8GsDQx16m1fHMij3K7QceOHRk0aJBTaxGRmjFgwAAaNWpEeWkR2emJzi5HRKRBykpPpLy0iKCgIAYMGODscmqdEhARcTuXEhCLiIjUpptuugmz2cyhnDJOOWkWcV6ZjbiMyh6lt9xyi0svvCLiTjw8PBg9ejQAJ45sxX6OhZlFROT87DYbJ45sAWD06NGOdYxcmQJiEXE7joD4jEXqbAqIRUSkjoSFhdGvXz8A1p8qdEoNm9IKsRsQGRlJZGSkU2oQkdpx3XXX0bhxY0qKcjmZsNPZ5YiINCgnE3dSUpRLo0aN3GZ9BgXEIuJ2qhags501g7is2n4REZHaVNUnNC6jmKIKe52ObbUbbEotqlaHiLgOPz8/brnlFgCSj22npCjPyRWJiDQMJUV5JB/dDsCcOXPw9/d3ckV1QwGxiLidqgC4KhCuYi8pr7ZfRESkNkVFRdGmTRsq7AZb0ovqdOxdp4spqLATHBzsmMksIq5l0KBBdOvWDcNu49j+dRiG4eySRETqNcMwKl8v7Ta6du3qVuszKCAWEbfjCIhLNINYREScx2QyOWbvrj9ViK0Ow5t1P7W1GDt2LB4eHnU2rojUHZPJxB133IGnpye5p5PJPHXE2SWJiNRrmafiyT2djKenJ3fccYdbrc+ggFhE3M55ZxCXagaxiIjUrcGDBxMQEEBOmY19WaV1Mubx/DKSCirw8PBg1KhRdTKmiDhH8+bNmTp1KgBH964hPyfVqfWIiNRX+TlpHN37AwCTJ0+mRYsWTq6obikgFhG341ikrqwCw/5zz0ctUiciInXNy8uLMWPGALA2paBOxlybUjl7ePDgwfpSVMQNTJ48mV69emG32zgQ9y0lhbnOLklEpF4pKczlQNwy7HYbvXr1cnyx5k4UEIuI2wkMDHTcKmIvq3BsV4sJERFxhrFjx2KxWEjILye5oPziD7gKOaVWdp8uAeCaa66p1bFEpH6wWCzMnz+f9u3bY60oZX/c15SXFTu7LBGReqG8rJj9cV9jrSilffv2zJ8/H4vF4uyy6pwCYhFxOxaLhYCAAODnthKGYajFhIiIOEVISAgDBw4EYM1Ps3try/rUQuxATEwMbdq0qdWxRKT+8PHx4dFHH6VZs2aUFudzIG4ZNmvFxR8oIuLCbNYKDsQto7Q4n6ZNm/Loo4/i4+Pj7LKcQgGxiLglR5uJqoC4wgr2ysWBAgMDnVaXiIi4p6rZvDtPF5NbZquVMcpsdjalFlUbT0TcR6NGjXjssccICAigMC+DQzuXY7MpJBYR92SzVXBo53IK8zIICAjgsccec+vJYgqIRcQtnRkQV/3b19cXLy8vp9UlIiLuqX379kRHR2M3YGNq7cwi3ppeTKnNoHnz5vTq1atWxhCR+q1FixY88sgjeHp6kpOZxL4tX1JRXuLsskRE6lRFeSn7tnxJTmYSnp6ePPzww7Rs2dLZZTmVAmIRcUs/B8RlP/27MiDW7GEREXGWqlm9G1MLKbPZL3L05bEZhmMRvPHjx2M262OAiLuKjIzkiSeewN/fn4LcdPZs/pzS4nxnlyUiUidKi/PZs3kJBbnp+Pn58fjjjxMVFeXsspxO7wxFxC05ehCXV95WV7VYnQJiERFxlj59+tC8eXOKrYajFURN2Z1ZwulSGwEBAYwYMaJGzy0iDU9UVBRPPfUUoaGhlBTlsnvzEgrzMp1dlohIrSrMP83uzUsoKcolNDSUp556iujoaGeXVS8oIBYRt1QVBFcFw/ayyhnEVcGxiIhIXTObzUyaNAmANSkFWH/qjX+1DMNg5cnK2cMTJkxw28VXRKS68PBwnnnmGVq3bk1FWTF7t3xB7ulkZ5clIlIrck+fZO+Pn1NRVkyrVq14+umniYiIcHZZ9YYCYhFxS/7+/sDPwXBVUKyAWEREnGno0KEEBweTV24nLqO4Rs55MKeUU0UV+Pj4MG7cuBo5p4i4huDgYP70pz8RExODzVrB/m3fkHpiH4ZRM19QiYg4m2EYpCbtZ/+2r7FZK4iJieFPf/oTISEhzi6tXlFALCJuSTOIRUSkPvL09OTaa68FYNXJAuw1ENKsTK6cPTxmzBhd50TkLH5+fjz22GMMHjwYw7BzbP86juxZhc1W4ezSRESuis1WQfye1RzbtxbDsDNw4EAee+wxx4Qx+ZkCYhFxS1UfkI2fAmKj3Fptu4iIiLNUBbmZJVb2nC65qnMl5JWRkF+Oh4eHI3gWETmTp6cn999/PzfddBNms5nMlCPs3vQZJUW5zi5NROSKlBTlsXvTEjJSDmMymZg9ezbz58/H09PT2aXVSwqIRcQt+fn5AWCvqAyGqxar0zeJIiLibL9sBbH2VOFVnWvdT48fNmwYwcHBV12biLguk8nExIkTefLJJ2nUqBHFBdns2riYrLQEZ5cmInJZstIT2bXxU4oLsggKCuLJJ59k0qRJmEwmZ5dWbykgFhG3VBUEGz8Fw8ZPQXFVcCwiIuJMY8aMwWKxkJhfzqmiK7vNO6/cxp6syhnI48ePr8nyRMSFde7cmb/85S9ERUVhs5ZzcMd3JB7ajGG3O7s0EZELMux2jh/azMHt32KzlhMZGcmCBQuIiYlxdmn1noezCxARcQbHDOJyK4ZhaAaxiIjUK8HBwfTp04etW7eyMbWQGzpe/uzfLWlF2A2IjIykdevWtVCliLiq4OBgnnzyST766CO+/fZbUhJ2kp+TSmT3MXh5V76PNpnMmC2Wyl7FBmAyYbF4YLdZHYvcWTw8sdttjnDZbPEAw8But/30swUwYbdVTtYwmc2YzRZs1gqNoTE0hsa45DEsHp6UFOURv2cV+TlpAFxzzTXMnj0bDw9Fn5dCvyURcUuOINgwMKw27OWaQSwiIvXL2LFj2bp1K3EZxUxq2wgfj0u/+c9uGGxKKwIgNja2tkoUERfm4eHBnDlz6NSpE//5z38oyElj54b/OUKesFad6dRtFLs3Lqa4MIfA4Ob0GDSdw7tXkZV2DIuHF4PG3UXy0e0kH40DoN/oWynISePQzhUAdOk3CS8ff3au/xiAdp2HEN6uB5tXvKExNIbG0BiXPEbHriNIOLgRu82Kj48Pd999NwMHDkQunVpMiIhb8vb2xmyufAk0KqxqMSEiIvVOTEwMLVq0oMxmsD2z+LIeeyC7lNwyGwEBAfTv37+WKhQRdzBw4EBeeOEFYmJiHOEwgM1qvcCjRETqztF9a7HbrHTu3JkXXnhB4fAVMBlV87WlXrLZbOzatQuAnj17YrFYnFuQiAuZN28eRUVFNJk8lNPfbAKbnb///e80bdrU2aWJiIgA8O233/Lee+8R7u/Jo73DLvlx/9l3mgM5pUycOJGbbrqpFisUEXdht9tZvnw5H330EVarFYuHFx27jiAkrG29vvVcY2gMjeGaY2SmxnNs3zps1nI8PT258cYbmTBhgmMimLu60hxRLSZExG35+vpSVFSEUVYBNrtjm4iISH0xbNgw3n//fVKKKsgts9HY++Jv8sttBkdySwEYPnx4bZcoIm7CbDZzzTXX0K1bN/71r3+RmJjI4V3f06RFRzp0GY6nl0/lcRaPMx5nAfMvXrtMJixnBDgWD88L/2yp/rPG0Bgaw33HqCgv5ejeNWSmxgPQtm1b7rvvPiIiIpAr596xuoi4taow2FZc6tjm4+PjrHJERETOEhAQQLt27QCIzy29yNGVjueXYTUqF5kKDw+vzfJExA1FRETw9NNPM336dMxmM6dTj7J93YekJR9ANyiLSG0xDIO05ANsX/chmanxmM1mpk+fzjPPPKNwuAZoBrGIuK0zA2IvLy+tcCoiIvVOly5dSEhI4EhuGf3C/C96/JG8MsfjTCZTbZcnIm7Iw8OD66+/nl69evH6669z8uRJju5dQ1rSATp0GUZg40tviSMicjEFuekc27+ewrwMAMLDw/nVr35Fx44dnVyZ63C5JCQvL4+FCxeyatUqTp8+Tdu2bbntttuYMWPGJZ8jPT2dV155hU2bNpGfn09UVBS/+tWvGD169FnH3n///axcufKc55k3bx6PPPLIFT8XEaldVQvS2YoqA2K1lxARkfqoa9eufPXVV8TnlWEYxkVD3/jcMsfjRERqU4cOHfjLX/7C999/z+LFiynMy2D3ps8Ii4imTdRAvLy1ALSIXLnysmJOHN5C+smDQOVn9uuvv56xY8dqclcNc6nfZklJCXPnzmX//v2MHz+eiIgIVq5cyRNPPEF6ejr33XffRc9x+vRpZs+eTUZGBhMnTqRx48YsW7aMe++9lxdeeIGpU6dWO/7QoUOEhYVxww03nHWuPn361NRTE5FaUBUI23+aQVwVGIuIiNQnkZGReHh4kFtm5XSplaa+nuc9tsRqJ6mgHKicQSwiUts8PDy45pprGDRoEB9//DHr1q0j/eQhTqcl0CayPy1ad8Xk5otGicjlMex2UpP2ceLIVmzWyvc1w4cPZ9asWTRu3Ni5xbkolwqI3333Xfbt28fjjz/O7bffDsD8+fOZM2cOr732GpMmTaJVq1YXPMc//vEPUlJS+Oc//0lsbCwAd999N9dffz0LFiwgNjaWgIAAAAoLC0lJSeG6665j/vz5tfrcRKTmOVpMaAaxiIjUY97e3nTq1ImDBw9yNK/8ggFxYn4ZBhAWFkZoaGjdFSkibq9x48bcc889jB49mkWLFnH8+HESDmwgLfkA7WOG0ThUPdFF5OJys1JIOLCe4oJsoHIRuttvv53IyEgnV+baXOprvA8++ICQkBBuueUWxzYfHx8eeOABKioq+OKLLy74+KKiIj7//HNiYmIc4TBASEgId911F7m5uaxYscKx/ciRIxiGQVRUVI0/FxGpfWf2IFZALCIi9VXVJIfTJdYLHne6xAZA69ata70mEZFziYyM5Nlnn+XOO+8kICCA4oJs9m1Zyr4tX5Kfk+bs8kSknsrPSWPfli/Zt2UpxQXZBAQEcOedd/Lss88qHK4DLjODOCkpifT0dMaPH39WH5L+/ftjMpnYunXrBc+xZ88eysvLGThw4Fn7BgwYAMC2bduYPn06AIcPHwZQQCzSQFW1lLCXlFX7WUREpL6pmg2cW2a74HG55dZqx4uIOIPZbGbMmDH079+fxYsXs3r1anKzTpK7+STBTdvQJrI/AY2aOrtMEakHCvMyORG/lZyMEwBYLBZGjx7N9ddfT2BgoJOrcx8uFRAD52wh4evrS2hoKMePH7/ic0RERACQmJjo2FYVEMfHx/Ovf/2Lw4cP4+vry4gRI3jwwQcJC9PKrSL12Zkzhn18fJxUiYiIyIX9HBBfeAZxzk8BsgJiEakPAgMDueOOO5g4cSKff/4569atIyfzBDmZJwht3p7WnfrjHxji7DJFxAmKC7I5Eb+NrLRjAJhMJoYPH860adNo1qyZk6tzPy4TEOfm5gLQqFGjc+4PCAggIyPjis/h7e2Np6cnhYWFjm1VAfHChQsZN24cPXv2ZNeuXSxZsoSNGzfyySef0Lx58yt4Nud28ODBi65aLSKXLjs7u9rPJSUl7N+/30nViIiInF9+fj4AueUXmUH8U0BcXFysa5qI1CtDhgwhOjqa9evXs3//frLSEshKS6Bpy0607tQPX//Gzi5RROpASVEeSfHbyDx1xLGtS5cuDBs2jNDQUDIzM8nMzHRihQ2bYRhX9Lh6HxCPHj2alJSUCx4zadIkhg4dCoCXl9c5j/Hy8qKsrOyC56moqLisc/j6+tK+fXv+9a9/0bZtW8f2hQsX8uqrr/Lss8+ycOHCC44pIs7j7e19wZ9FRETqi6CgIKAyALYbBubzTBqomkFcdbyISH0SGhrK1KlTGTx4MOvWrePw4cNknoonM/UoYeFRRHTog6//uSd9iUjDVlqcR/LRHaSnHIKfQsyoqCiGDx+uGcP1QL0PiGNjY8+a5Xem3r17O4Kd8vLycx5TXl5+0QWoqm4vrwqKL3aOt95665zH3XvvvSxZsoQffviBoqIi/P39LzjupercuTMWi6VGziUiZ3+z1rp1a7p06eKkakRERM7ParViMpmwGQZFFXYCvc5+T2gYBvk/zTDu27ev2kyISL3VpUsXRo0aRWJiIosXL2bnzp2knzxE+snDNG3ZkYgOvfEP1GuYiCsoKsjm5LEdZKbGO4Lhnj17cv3119O+fXsnV+d6bDYbu3btuuzH1fuA+Iknnrik4zZt2gRQrQXELxUWFl60uXVVa4mCgoKz9pWVlVFRUXFJDbItFgudO3cmJSWFtLQ0OnTocNHHiEjdO3NROi1SJyIi9ZWHhwe+vr4UFxdTYj13QFxuN7D/9N1nQEBAHVcoInL52rVrx6OPPsqRI0f4/PPP2b17d+WM4lPxhIS1o1WH3gQ21to+Ig1RQW46J4/tICv957W8unfvzvTp04mMjHRiZXIu9T4gvlTt2rUDIDk5+ax9JSUlZGVlMWTIkCs+x8mTJwEcYW9RURHx8fH4+fmd8y92aWkpoFvWReqzMxelu9hdBiIiIs7k5+dXGRDbzt1brsRqByonK5yvZZqISH0UGRnJY489RkJCAl9++SXbtm0jOz2R7PREGjeJIKJDHxqFtNSaPCL1nGEY5GefIvnYdnJPV+ZoJpOJfv36MXnyZM0YrsdcJiBu0aIF4eHhxMXFYbPZqrVi2Lp1K4Zh0KtXrwueo0uXLvj4+LB169az9m3ZsgXAcY7k5GRuvPFGunXrxuLFi6sdW1JSwoEDBwgJCSE8PPxqn5qI1JIzA+EzA2MREZH6pOpOl6og+EwlVsNxnEIUEWmI2rdvz4MPPkhKSgpffvklGzduJPf0SXJPnyQwuDmtOvQmuGkbvcaJ1DOGYZCTmUTyse0U5KQBYDabGTJkCJMmTSIiIsLJFcrFmJ1dQE2aMmUKGRkZvPvuu45tpaWlLFy4EE9PT2bMmHHBx/v6+jJ+/Hh2797NihUrHNuzs7P573//S+PGjRk/fjxQ2Ui7Xbt27N27l+XLlzuOtdvtvPjii2RnZzN79mxduETqsTMDYs0gFhGR+uziAbG92nEiIg1VeHg49957L6+88gqxsbF4enpSkJPGgbhl7NrwCZmpRzGMc78WikjdMQw7p1OPsmvjpxyI+4aCnDQ8PT2JjY3lr3/9K/fee6/C4QbCZWYQA9x11118++23PP/888TFxdG2bVtWrVpFYmIiDz/8MC1atHAcm5+fzzvvvENgYCC33367Y/tvf/tbNm7cyEMPPcS1115LaGgoy5YtIyMjg5deesnxhttkMvHss89y55138uCDDzJ27FhatGjBtm3b2L9/P/369eOee+6p61+BiFwGb29vTCaTY7E6zSAWEZH6rGrh49LzBcQ2e7XjREQauqZNmzJ37lymTZvGsmXLWLlyJUUFWRzeuYIk/8ZEdOhN05adMJu1mLtIXbLbbWSeiufksR2UFOUClZ+vY2NjufbaawkODnZugXLZXCog9vf358MPP+Svf/0rq1evZuPGjbRt25bnn3+eadOmVTs2Pz+fhQsXEh4eXi0gbt68OR9//DEvv/wya9eupaKigqioKJ555hlGjhxZ7Rx9+/blk08+YeHChWzZsoWioiIiIiL4zW9+w1133aXebyL1nMlkwsfHh5KSEkABsYiI1G9VC88VVpw7IK7aroBYRFxNcHAwN998M1OmTOG7775j+fLlFBXlEr9nNUnx24ho34uwiGjMFpeKOETqHbvNRnrKIU4e20FZSQFQeefShAkTGD9+PIGBgU6uUK6Uy716hoSE8Oyzz170uIiICA4fPnzOfa1ateJvf/vbJY0XFRXFq6++ejklikg94u3trYBYREQahKrZOHnltnPuzyur3B4SElJnNYmI1KWAgACuv/56rrvuOlauXMk333xDfn4+x/avI/loHOHte9G8VQwWD09nlyriUmzWCtKSD5CSsIvysiIAgoKCuPbaa4mNjVV7KxfgcgGxiMjlMJt/bsWuWf8iIlKfVQW/uecLiMsVEIuIe/D19WXSpEmMGzeONWvW8NVXX5GdnU3iwY0kH9tOeNsetGjTFQ9Pb2eXKtKgWSvKSD2xj5Tju7GWlwKV7zMmTpzIqFGj8PbW/2OuQgGxiMhPdHETEZH6zDGDuEwziEVEoPL9+/jx4xkzZgzr16/nyy+/JD09nRNHtnAyYSct23YnvF0PBcUil8laUUZK4m5OHd+DzVoOQLNmzZg8eTLDhg3D01Oz9F2NAmIRkZ9YLFrcQkRE6q+q4Pe8LSZ+2q6FYUTE3Xh4eDBq1CiGDx/O5s2bWbp0KSkpKSQfjePU8b1EtO9Bi7bd8fDQHYMiF2KzVnDq+B5SEndhrSgDIDw8nClTpjBo0CB9ZnZhCohFxK39ctawyWRyYiUiIiIXVhUQF5TbsdkNLObq161czSAWETdnsVgYOnQogwcPZtu2bSxevJiUlBROHNlKyvE9RLTvRYs2XbFYNPtR5JdstgpST+zjZMJORyuJ8PBwZsyYQf/+/au1ZhTXpIBYRNzalClTWLx4MYMGDXJ2KSIiIhcUFBSEt7c3ZWVlnC61Eub3c8BRYrVTUGEHoGnTps4qUUSkXjCbzQwYMIB+/fqxefNmPvvsM9LS0jh+aDMpibtp1aE3zVvFYLYoEhH3ZrfZSEveT/KxHVSUFQPQvHlzpk+fzuDBgxUMuxG9GoqIWxs+fDjDhw93dhkiIiIXZTKZCA8PJyEhgbTiimoBcVpxBVA5e9jf399ZJYqI1Ctms5khQ4YwcOBANmzYwJIlS8jMzCThwAZOJuykVce+hEVEYzbrtnlxL3a7jfSTh0g+Gkd5aRFQ+QXztGnTGDZsmFpJuCEFxCIiIiIiDURERAQJCQmkFlnp0eTn7WlFlQFxeHi4kyoTEam/LBYLI0aMYMiQIaxdu5bPP/+c7Oxsju1by8ljO2kT2Z+mLTup5Zy4PMMwOJ16lOOHt1BWkg9Url0wffp0RowYgYeHYkJ3pT95EREREZEGIiIiAvh5xnCV1GJrtf0iInI2Dw8PxowZw7Bhw1i9ejVLly4lLy+PI7tXcipxN207D6ZxqL5oE9eUm5XC8UObKMzLBKBRo0ZMmTKF0aNH4+WlBRzdnQJiEREREZEGolWrVsDZAXHVz1X7RUTk/Ly8vJgwYQKjRo3i22+/5csvv6QwP5N9W5YS3KwN7aIG4ReoBT/FNRQXZJN4eDM5GScA8PHxYdKkSVxzzTX4+Pg4uTqpLxQQi4iIiIg0EFUzhDNKrFjtBh7mytuhqwJizSAWEbl03t7eTJ06lVGjRrFkyRJWrVpFTsYJcjKSaN6qM6079cPLR33dpWEqLysm6chW0pIPAgZms5nRo0czY8YMGjVq5OzypJ5RQCwiIiIi0kCEhITg5+dHcXExGSVWWvp7UlRhI7/cDqgHsYjIlWjUqBF33HEH48eP53//+x/btm0jLfkAGaeOEN6uJxHte2Hx8Lz4iUTqAZu1gpTEXZxM2IndVtmCqk+fPsyaNUvvE+S8FBCLiIiIiDQQJpOJiIgIjhw5QmpRBS39PTn10wJ1TZs2xdfX18kViog0XC1btuShhx7i0KFDfPjhhxw9epTko3GkJR+gbdRAmoVHaSE7qbcMwyAj5TAnDv9IeVkxAB07duSmm24iOjraydVJfaeAWERERESkAWndujVHjhzhVFEFfYDUIqtju4iIXL3o6GiefvpptmzZwv/+9z/S09OJ37OatKT9tI8ZSmDjMGeXKFJNQW46CQc2UJCbDkCzZs2YNWsWAwYM0JcackkUEIuIiIiINCBVC9Gl/jRz+JQWqBMRqXEmk4mBAwfSp08fvvvuOz7//HMKctPZvekzwiKiaRM1EC9vP2eXKW6uvKyYE4e3kH7yIFDZV3vatGlcc801eHqqLYpcOgXEIiIiIiINSFUQXBUMVwXFmkEsIlLzPD09mTRpEkOHDuWjjz5iw4YNpJ88xOm0BFp36keLNl0xmy3OLlPcjN1uI/XEPpLit2GzlgMwdOhQZs+eTXBwsJOrk4ZIAbGIiIiISANSFRDnltkotdpJ+ykojoiIcGZZIiIuLTg4mPvuu4/Y2FjeeecdEhMTSTy40dF2IripvqSTupGTmUTCwY2UFOYA0K5dO2677TYiIyOdXJk0ZAqIRUREREQaEH9/fwICAigsLCSpsJwymwFU9hsUEZHaFRkZyZ///GfWrVvHxx9/TH5+Lvu3fU1o8/a0jxmKt0+As0sUF1VWWkTCgQ1kpR0DICgoiBtvvJERI0ZgNpudXJ00dAqIRUREREQamGbNmlFYWMiR3DIAQkJC8PLycnJVIiLuwWw2M3LkSPr168eSJUtYvnw5WWkJ5J5Opk3kQFq06YLJpMBOaoZh2Ek9sZ8TR37EZq3AbDYzfvx4pk+fjr+/v7PLExehgFhEREREpIFp1qwZCQkJHMkpdfwsIiJ1y9/fnzlz5jBixAjefPNNjh49SsKB9WSkHKZjt5EEBDVxdonSwBXmn+bo3jUU5mUA0LFjR+68807atGnj3MLE5SggFhERERFpYKoC4aTCimo/i4hI3WvdujVPPfUUq1ev5uOPP6YwL4PdGz+lZdvutO7UH4uHp7NLlAbGZq0gKX4rp47vwTAMfH19mTVrFmPGjFE7CakVCohFRERERBqYsLCwaj8rIBYRcS6z2UxsbCx9+vThvffe48cffyQlcTenU4/RvstwQsPaOrtEaSCy049zbP86ykoLARg4cCBz5swhODjYyZWJK1NALCIiIiLSwERHR+Pp6UlFRWUvwpiYGGeXJCIiQHBwML/+9a8ZPnw4b7/9NpmZmRzcvoymLTrRvsswPL18nF2i1FMV5aUkHFhP5ql4AJo2bcodd9xBz549nVuYuAWTYRiGs4uQ87PZbOzatQuAnj17YrFYnFuQiIiIiNQLxcXFFBYW4ufnR0BAgLPLERGRM5SVlbFkyRK++eYb7HY7nt5+dOw6gtCwds4uTeqZrPTjHN23hoqyYkwmExMnTmT69Ol4e3s7uzRpYK40R9QMYhERERGRBsjPzw8/Pz9nlyEiIufh7e3N7Nmz6d+/P//+979JSUnh4PZvaRYeRfuYIXh4ajaxu7NWlJFwYAMZKYcBaNmyJffccw8dO3Z0cmXibhQQi4iIiIiIiIjUkg4dOvDcc8/x2Wef8fXXX5ORcpjc0yfp2G0kIc3aOLs8cZKczCTi9/5AeWkRJpOJa6+9lhtuuAEvLy9nlyZuSAGxiIiIiIiIiEgt8vLyYvbs2fTp04d///vfpKWlcSDuG8IiomnXeQgenmol4C6sFeUkHtpIevJBAJo3b84999xDZGSkkysTd6aAWERERERERESkDkRGRrJgwQI++eQTvvvuO9JPHiI3K4WonrEEBbdwdnlSy/Jz0ji8ayVlJfkATJgwgRtvvFG9hsXpFBCLiIiIiIiIiNQRb29v5syZQ9++ffn3v/9NZmYme3/8glYd+9KqQx9MZrOzS5QaZhh2ko/uIPnoNgzDoEmTJtx777107tzZ2aWJAKBXHRERERERERGROta5c2cWLFjAkCFDMAyDpPht7N3yBaXF+c4uTWpQaUkBe39cSlL8VgzDYPDgwSxYsEDhsNQrmkEsIiIiIiIiIuIEfn5+3H///fTo0YO33nqL/Jw0dm74hA5dhtMsXD1pG7rMU/Ec3bcWm7UcHx8f5s6dy5AhQzCZTM4uTaQaBcQiIiIiIiIiIk40dOhQOnXqxGuvvUZ8fDxHdq8k53QSHWKG4+Hp5ezy5DJZreUk7F9PRsphADp27Mj9999PWFiYkysTOTcFxCIiIiIiIiIiThYWFsaf/vQnPv/8cz7//HMyU45QkJNGVM+xBDZWsNhQFORmcHjXCkqL8zGZTEybNo1p06ZhsVicXZrIeSkgFhERERERERGpBywWC9dffz1du3bln//8J1lZWezZ/DltogYQ3q6nWhPUY4ZhkJK4ixOHt2AYdkJDQ7n//vuJjo52dmkiF6VF6kRERERERERE6pHo6GgWLFhA//79MQw7xw9tZv+2rygvK3Z2aXIO5WXF7N/2NccPbcYw7PTv358FCxYoHJYGQwGxiIiIiIiIiEg9ExAQwG9+8xvuuusuvLy8yD19kp3r/0dOZpKzS5NfyMlMYuf6/5F7OhkvLy/uuusufvOb3xAQEODs0kQumVpMiIiIiIiIiIjUQyaTidGjRxMZGcmrr75KcnIy+7d9Tct2PWgbORCz+to6jd1u48ThLaQk7gKgVatWzJ8/n4iICOcWJnIFNINYRERERERERKQei4iI4M9//jPjxo0D4FTibnZvXkJJYa5zC3NTJYW57N60xBEOjx07lj//+c8Kh6XB0gxiEREREREREZF6zsvLi9tvv51u3brx+uuvU5ifyc6Nn9AhZhjNIqK1gF0dMAyDjJOHOHZgPXablYCAAObNm0e/fv2cXZrIVdEMYhERERERERGRBqJPnz48//zzdOnSBbvNSvzeHzi8awXWijJnl+bSrBVlHN71PfF7f8BusxITE8Pzzz+vcFhcgmYQi4iIiIiIiIg0ICEhITz++ON8/fXXfPrpp5xOPUZBbgZRPWIJCmnh7PJcTn5OKod3raSspACz2cwNN9zApEmTMJs171JcgwJiEREREREREZEGxmw2M3nyZGJiYli4cCEZGRns+fELWnfqS6uOfTCZFF5eLcOwk3xsB8nx2zAMg6ZNmzJ//nw6duzo7NJEapReLUREREREREREGqiOHTvyl7/8haFDhwIGSfHb2Lf1K8pLi5xdWoNWXlbMvq1fk3RkK4ZhMGTIEBYsWKBwWFySZhCLiIiIiIiIiDRgfn5+3HfffXTr1o233nqLvKwUdm74hMgesQQ3beXs8hqcnMxkjuxeSUV5CV5e3sydewfDhw93dlkitUYBsYiIiIiIiIiICxg2bBgdOnTgH//4B0lJSezf9hURHXrTplN/TOqXe1GG3c6J+K2cPLYDgFatWvHrX/+a8PBwJ1cmUrv06iAiIiIiIiIi4iJatmzJM888w5gxYwA4eWwHe7d8QVlJgZMrq9/KSgrYu2WpIxweM2YMf/7znxUOi1vQDGIRERERERERERfi5eXFnXfeSZcuXXjjjTfIz0lj54ZPiOo5luCmrZ1dXr2Tk5nE4V3fY60ow8fHh3nz5jFo0CBnlyVSZxQQi4iIiIiIiIi4oIEDB9KuXTv+8Y9/kJiYyP5t39AuehAt2/XAZDI5uzynMwyDU4m7STy0GTBo164dv/71rwkLC3N2aSJ1Si0mRERERERERERcVFhYGE899RQjR44EDBIPbSJ+z2rsNquzS3Mqu81K/J7VJB7aBBiMGDGCp556SuGwuCXNIBYRERERERERcWGenp7MmzeP1q1b8/7775ORcpjiwhw697kGbx9/Z5dX58pKizi04zsKctMxmUzccsstTJgwQbOqxW1pBrGIiIiIiIiIiIszmUxMmDCB3//+9/j7+1OYl8HujZ9SkJvu7NLqVEFuOrs3LqYgNx1/f39+//vfc8011ygcFremgFhERERERERExE107dqVZ599loiICMrLitnz4xecTj3m7LLqxOm0Y+z58QvKy4oIDw/nz3/+M926dXN2WSJOp4BYRERERERERMSNhIWF8fTTT9OnTx8Mu41DO1eQkXLY2WXVqoyUwxzeuQLDbqNXr148/fTTNG/e3NllidQLCohFRERERERERNyMr68vDz30kGPxuiO7V5F6Yp+zy6oVqUn7ObJ7FYZhMHz4cB5++GH8/PycXZZIvaFF6kRERERERERE3JDZbOauu+7C29ub5cuXc2z/Omy2CiLa93J2aTXmZMIujh/aBMC4ceO49dZbMZs1X1LklxQQi4iIiIiIiIi4KbPZzK233oq3tzdffvklxw9txmatoHWnfg164TbDMEg+GkdS/DYAJk+ezI033tign5NIbdFXJiIiIiIiIiIibsxkMjFr1ixmzpwJUC1Ybah++RxmzpzJrFmzFA6LnIcCYhERERERERERYerUqcyZMweoDFjTkg84uaIrk5Z80BEO33LLLUydOtW5BYnUcwqIRUREREREREQEgGuuucYRqB7bt5aczCTnFnSZcjKTOLZvDQBTpkzh2muvdW5BIg2AAmIREREREREREXG44YYbGDp0KIZhcGjHcgrzMp1d0iUpzD/NoR3LMQyDoUOHOlpmiMiFKSAWEREREREREREHk8nE3XffTZcuXbDZKjgQ9w2lJQXOLuuCSksKOLDta2y2CmJiYrj77rvVc1jkEikgFhERERERERGRajw8PHjooYdo1aoV5WXFHIhbhs1mdXZZ52S3WTkYt4zysmIiIiJ46KGH8PDwcHZZIg2GAmIRERERERERETmLn58fv/vd7wgKCqK4IIvjBzc5u6RzSjy0iaKCLIKCgvjd736Hv7+/s0sSaVAUEIuIiIiIiIiIyDmFhoZy7733ApCatI/TaQlOrqi6rLQEUk/sA+Cee+6hSZMmTq5IpOFRQCwiIiIiIiIiIufVo0cPJk6cCED8nh/qTT/i0pIC4vf+AMB1111Hz549nVuQSAOlgFhERERERERERC5o5syZtG/fHpu1jCO7vsew251aj2G3c2TXSqwVZbRv354bb7zRqfWINGQKiEVERERERERE5II8PDyYP38+Pj4+5OekcTJxl1PrSUncRX5OKj4+PsyfP1+L0olcBQXEIiIiIiIiIiJyUWFhYdx+++0AJMfHUVqc75Q6SovzSYqPA+DWW28lLCzMKXWIuAoFxCIiIiIiIiIickmGDRtGTEwMdruVY/vXYRhGnY5vGAbH9q/DbrfSuXNnRowYUafji7giBcQiIiIiIiIiInJJTCYTc+fOxcPDg5zMJLLSEup0/Kz0BHIyk7BYLMydOxeTyVSn44u4IgXEIiIiIiIiIiJyyVq2bMmkSZMASDiwAau1vE7GtVrLSTiwAYBJkyYRHh5eJ+OKuDoFxCIiIiIiIiIiclmmTJlCWFgY5WVFnDy6vU7GPHlsB+WlRTRr1oypU6fWyZgi7kABsYiIiIiIiIiIXBYvLy/mzJkDwKnjeygrLazV8cpKCzmVuAeAW265BS8vr1odT8SdKCAWEREREREREZHL1qtXL6Kjo7HbbSTFb6vVsZLi47DbrURGRtKnT59aHUvE3SggFhERERERERGRy2YymZg1axYA6cmHKC7MrpVxigtzSE8+CMDs2bO1MJ1IDVNALCIiIiIiIiIiVyQyMpJ+/foBBscPb6mVMU4c/hEw6NOnD1FRUbUyhog7U0AsIiIiIiIiIiJXbObMmZjNZrLTEynITa/RcxfmZZCVnojJZOLGG2+s0XOLSCUFxCIiIiIiIiIicsXCw8MZMmQIAMlHt9fouZN+Ot+QIUOIiIio0XOLSCUFxCIiIiIiIiIiclWmTJmCyWQiO+M4hfmna+Schfmnyf5p9vCUKVNq5JwicjYFxCIiIiIiIiIiclVatmzJwIEDAUg+Glcj56yajTxgwADCw8Nr5JwicjaXC4jz8vJ47rnnGD16NN27d2fy5Ml89tlnV3y+H374gaioKA4ePHjO/aWlpSxcuJDx48fTvXt3xo8fz3//+1/sdvsVjykiIiIiIiIi0tBMmzYNgKy0BIoKsq/qXMUF2WSlHat2XhGpHS4VEJeUlDB37lzee+89unXrxpw5cygrK+OJJ57gtddeu+zzHT16lN///vfn3W+323nwwQd59dVXadWqFbfeeiv+/v68+OKL/PGPf7yapyIiIiIiIiIi0qBERETQv39/AFISdl7VuU4m7AKgX79+tGrV6mpLE5ELcKmA+N1332Xfvn38/ve/5+9//zuPPvooS5cupXv37rz22mskJydf8rk2bNjAzTffTG5u7nmPWbZsGT/88AO33norb775Jo888giffvopY8aMYfHixcTF1cwtFSIiIiIiIiIiDcHEiRMByDwVT1lp0RWdo7y0iMxTRwCYNGlSjdUmIufmUgHxBx98QEhICLfccotjm4+PDw888AAVFRV88cUXFz1HYWEhjz76KHfddRcmk4kuXbqc99j3338fi8XC/fff79hmsVh4+OGHAVi8ePGVPxkRERERERERkQamY8eOREZGYhh2Uk/svaJzpJ7Yh2HYiYyMpGPHjjVcoYicyWUC4qSkJNLT0+nXrx8eHh7V9vXv3x+TycTWrVsvep7k5GS+/PJLxo0bx5dffklkZOQ5jysvL2fv3r1ER0fTuHHjavs6dOhAkyZNLmk8ERERERERERFXct111wGQlrQfm7Xish5rs1WQmrQPgGuvvbbGaxORs3lc/JCGISkpCeCcfWl8fX0JDQ3l+PHjFz1Ps2bN+PTTT+nevfsFj0tJScFqtdK6detz7g8PD2fPnj2Ul5fj5eV18ScgIiIiIiIiIuIC+vTpQ1hYGOnp6aSfPETLtt0u+bEZJw9jrSijWbNm9O3btxarFJEqLhMQV/UKbtSo0Tn3BwQEkJGRcdHzhIaGEhoaesnjBQUFnXN/YGAghmFQWFhISEjIRc93KQ4ePIjJZKqRc4mIiIiIiIiI1JYePXqwYsUK0pL306JN10vKMwzDIDVpv+PxBw8erO0yRVyKYRhX9Lh6HxCPHj2alJSUCx4zadIkhg4dCnDe2bpeXl6UlZXVWF1Wq/WC43l6egKVrShERERERERERNxJt27dWL16NcUF2RTmZRLYuNlFH1OUn0lxQRYWi4Vu3S591rGIXJ16HxDHxsaSnZ19wWN69+6Nt7c3cP5Atry8HF9f3xqrq2q8iopz99Kp2l6TY3bu3BmLxVJj5xMRERERERERqS39+/dn06ZNpJ88eEkBcXryIQAGDBig9hIiV8Bms7Fr167Lfly9D4ifeOKJSzpu06ZNABQWFp5zf2FhIYGBgTVWV1Uri/ONV1BQgMlkIiAgoMbGFBERERERERFpKEaOHMmmTZvIPBVPu85DsFjOH0PZbFYyTsUDMGLEiLoqUUQAs7MLqCnt2rUDIDk5+ax9JSUlZGVl0aFDhxobLyIiAk9Pz3OOB3Dy5EnatGmjGb8iIiIiIiIi4pZiYmJo2rQpNms5WWkJFzw2Oz0Rm7WMJk2a0KVLlzqqUETAhQLiFi1aEB4eTlxcHDabrdq+rVu3YhgGvXr1qrHxLBYLPXv25MCBAxQUFFTbd+zYMbKysujdu3eNjSciIiIiIiIi0pCYzWaGDRsGcNGA+HTaMQCGDh2K2ewycZVIg+BS/8dNmTKFjIwM3n33Xce20tJSFi5ciKenJzNmzKjR8aZOnUpFRQV///vfHdtsNhsvv/wyADfeeGONjiciIiIiIiIi0pBUTZ7LzUrGbred8xi73Ubu6co7tPv06VNntYlIpXrfg/hy3HXXXXz77bc8//zzxMXF0bZtW1atWkViYiIPP/wwLVq0cBybn5/PO++8Q2BgILfffvsVjTd9+nS++OIL3nvvPeLj4+nWrRubN29m3759zJo1i549e9bMExMRERERERERaYDatm1Lo0aNyMvLIz87lcZNIs46Jj8nDZu1gqCgIEcLURGpOy41g9jf358PP/yQG264gZ07d/LBBx/g4+PD888/z913313t2Pz8fBYuXFhttvHlMpvNvP7668ydO5fjx4/z7rvvUlJSwuOPP86f/vSnq306IiIiIiIiIiINmtlspkePHgBkZ5445zE5GccB6Nmzp9pLiDiByTAMw9lFyPnZbDZ27doFVL5QatE7EREREREREWlItmzZwt///nd8/RvTZ8RNZ+3fvu4jSgpz+PWvf83AgQOdUKGIa7jSHFFfy4iIiIiIiIiISK3p0qULACVFuVSUl1bbV1FeSklhDgBdu3at89pERAGxiIiIiIiIiIjUooCAAMLCwgAozMustq8ov/LnZs2aERAQUOe1iYgCYhERERERERERqWVVi88V5lcPiKsCYy1OJ+I8CohFRERERERERKRWOQLiPAXEIvWNAmIREREREREREalVVQFw0ZkziPMVEIs4mwJiERERERERERGpVa1atQKgtDgfu90GgN1uo7S4oNp+Eal7CohFRERERERERKRWBQUF4e3tDUDZT6FwWUkBYODt7U2jRo2cWJ2Ie1NALCIiIiIiIiIitcpkMtGsWTMASkvyK/9dXPnvZs2aYTKZnFabiLtTQCwiIiIiIiIiIrXOERAXnx0Qi4jzKCAWEREREREREZFaVxUElxTnAT8HxE2bNnVaTSKigFhEREREREREROpAaGgoAOWlRQCUlRZW2y4izqGAWEREREREREREal1wcDAA5WXF1f5dtV1EnEMBsYiIiIiIiIiI1DpHQPzTDOKqfysgFnEuBcQiIiIiIiIiIlLrfp5BXIRhGJSXKSAWqQ8UEIuIiIiIiIiISK1r3LgxAHablfLSQuw2a7XtIuIcCohFRERERERERKTWeXt74+vrC0BRQTYAPj4++Pj4OLMsEbengFhEREREREREROpEUFAQAMU/BcRVP4uI8yggFhERERERERGROlEVCBcVZFX7WUScRwGxiIiIiIiIiIjUCccM4sLKGcSNGjVyZjkiggJiERERERERERGpI2e2mAgMDHRmOSKCAmIREREREREREakjVYGwYdir/SwizqOAWERERERERERE6kRAQMAFfxaRuqeAWERERERERERE6sSZgbBmEIs4nwJiERERERERERGpE2cGwppBLOJ8CohFRERERERERKRONG3a9II/i0jd83B2ASIiIiIiIiIi4h5at27NQw89RHp6Os2aNaNNmzbOLknE7SkgFhERERERERGROtOvXz9nlyAiv6AWEyIiIiIiIiIiIiJuSgGxiIiIiIiIiIiIiJtSQCwiIiIiIiIiIiLiphQQi4iIiIiIiIiIiLgpBcQiIiIiIiIiIiIibkoBsYiIiIiIiIiIiIibUkAsIiIiIiIiIiIi4qYUEIuIiIiIiIiIiIi4KQXEIiIiIiIiIiIiIm5KAbGIiIiIiIiIiIiIm1JALCIiIiIiIiIiIuKmFBCLiIiIiIiIiIiIuCkFxCIiIiIiIiIiIiJuSgGxiIiIiIiIiIiIiJtSQCwiIiIiIiIiIiLiphQQi4iIiIiIiIiIiLgpBcQiIiIiIiIiIiIibkoBsYiIiIiIiIiIiIibUkAsIiIiIiIiIiIi4qYUEIuIiIiIiIiIiIi4KQXEIiIiIiIiIiIiIm5KAbGIiIiIiIiIiIiIm1JALCIiIiIiIiIiIuKmFBCLiIiIiIiIiIiIuCkFxCIiIiIiIiIiIiJuSgGxiIiIiIiIiIiIiJtSQCwiIiIiIiIiIiLiphQQi4iIiIiIiIiIiLgpD2cXIBdmGIbjv202mxMrERERERERERERkfrql9nhLzPFi1FAXM/Z7XbHf+/du9eJlYiIiIiIiIiIiEhD8MtM8WLUYkJERERERERERETETZmMy5lvLHXObrdjtVoBMJvNmEwmJ1ckIiIiIiIiIiIi9Y1hGI6Zwx4eHpjNlzY3WAGxiIiIiIiIiIiIiJtSiwkRERERERERERERN6WAWERERERERERERMRNKSAWERERERERERERcVMKiEVERERERERERETclAJiERERERERERERETelgFhERERERERERETETSkgFhEREREREREREXFTCohFRERERERERERE3JQCYhERERERERERERE3pYBYRERERERERERExE0pIBYRERERERERERFxUwqIRURERERERERERNyUAmIRERERERERERERN6WAWERq1P33309UVBQ333zzeY+ZM2cOUVFRnDx58pLPu3LlSqKiooiOjiYpKemy61qyZAlRUVEsWrTosh97JTIyMvjss8+qbat63vn5+XVSg4hIQ1bT15OoqKiz/unatSsDBgzglltu4X//+x92u/2sx/3+978nKiqKgwcPXtXzqUtff/01ycnJjp+3bNlCVFQUzz33nNNqevXVV8/5ZxAVFUWPHj0YNWoUDz/8MMeOHav2uKupXdddEamvavoaV3Wt2rJlyxXXdPDgQWbNmkWPHj3o27cvX3zxxRWf62ps2LCBPXv2OGXsKmVlZbz11ltOrUGkrnk4uwARcR05OTmsXbsWX19f4uLiSEhIoH379jVy7i+++AJfX19KSkpYvHgxv/3tb2vkvLUhKyuLCRMmMHDgQGbMmOHYPm3aNPr374+3t7cTqxMRqf9q63oSGBjIbbfd5vi5tLSU06dPs3HjRv70pz/x3Xff8frrr+Pl5eU4JjY2lvDwcJo0aXLV49eF//u//+PNN9+s9sE+PDycBx54gB49ejivsJ+MGTOGzp07V9uWnZ1NXFwcX3/9NWvWrGHx4sW0a9cOqF+1i4jUhNr8zHQ1HnroIRITE5k4cSItWrSgS5cudV7Dhx9+yNNPP80///nPOh/7l2655RYSExOZO3euU+sQqUsKiEWkxnzzzTdUVFRwxx138J///IdPP/2Uxx577KrPm5uby5o1axg7dix79uxhyZIl/PrXv8bDo36+hJWUlFBUVHTW9unTpzuhGhGRhqe2ridBQUHMnz//rO2FhYX89re/Ze3atTz77LM888wzjn2xsbHExsZe9dh1JSsr66xtERER53zezhAbG3vO66HdbufJJ59kyZIlLFy4kJdffhmoX7WLiNSE2rrGXY3S0lISExPp1KmT4/XXGc51DXOG+lKHSF1SiwkRqTGff/45Xl5ezJs3j9DQUJYuXUpFRcVVn7fqTdSgQYMYN24cmZmZrFmz5uoLFhGReqm2rifnExAQwEsvvUTTpk1ZvHgxJ06cqLWx5NzMZjP33XcfAJs3b3ZyNSIitaeur3GXory8HIDg4GCn1iEizqOAWERqxLFjx9i3bx9DhgwhKCiICRMmkJWVxapVq6763F988QUWi4XRo0dz7bXXAvDpp5+e9/jVq1cza9YsevXqxdChQ3nllVewWq3nPDYxMZFHHnmEwYMH07VrV2JjY3nxxRcpKCiodlxVX6/MzEwef/xx+vfvT79+/bj77rvZt2+f47glS5YwZswYAFatWkVUVBSvvvoqcO5eiHa7nQ8//JCpU6fSvXt3+vTpwx133MHGjRurjX/y5EmioqJ45ZVXWLt2LTfeeCM9evRgwIABPPbYY2RkZFzGb1REpP6qzevJhQQFBXHDDTdgs9n47rvvHNvP1YN437593HPPPQwbNoxu3boxduxYFixYQG5uruOYqt6577//Po888gjdu3dnyJAhbN682dGPd+XKlWfVMWXKFKKiohw/V73+v/TSS6xcuZJJkybRvXt3xo0bx7/+9a9qocLo0aP5/PPPAZg6darjPOfr43u518CcnByeeeYZhg4dSrdu3ZgyZQpLly69gt/2uYWGhgI/BxXnq72oqIgFCxZwzTXX0L17dwYMGMA999zDzp07LzrGli1b6N69O0OHDiUhIaHGahcRuRR1eY271Nfu3//+9/Tr1w+ArVu3EhUVxZw5c4DK68rs2bP54osvGDJkCD179qx2l80XX3zBrbfeSv/+/enSpQtDhgzhwQcfPKuf/KW8bs+ZM4eFCxcCP/doPnnyZI1dT6usXr2a2267jX79+tG/f3/mzJnDpk2bgJ+vuSkpKRQUFFT7XVxoTYK+ffsyevRox89V698sW7aMu+66i27dujFixAjH76W8vJw33niD6667jm7dujFw4EB+85vfnPV7E6lLCohFpEZU9TqsCnCvu+464MJB7qVISEhgz549DBgwgCZNmtCtWzfatGnD+vXrSU9PP+v4xYsXc99993H8+HEmTZrEkCFDePfdd/nHP/5x1rG7d+9m+vTpfPPNN/Ts2ZObb76Z0NBQ/vvf/zJz5sxqH/Sr/OpXv2LdunVMnTqV4cOHs2nTJm655RZ27NgBQOfOnbn11lsBaNeuHQ888AD9+/c/53Oz2+089NBDPP300xQWFjJjxgxiY2PZu3cvd955Jx988MFZj1m/fj333HMPwcHB3HLLLbRq1YovvviCe+6553J+rSIi9VZtXU8uRd++fQEcr+nnkpiYyO2338727dsZOXIkt912Gy1btmTRokXceeedGIZR7fh//etf7Nq1i1tuuYWYmBi6det2RbVt3LiRBx54gBYtWjB79mw8PT3529/+xoMPPug45tZbbyU6OhqAG2+8kQceeOC857uSa+Cdd97J6tWrGT9+PFOnTuXEiRP87ne/Y/Xq1Vf0nM60fv16AMdzOJ8HH3yQRYsW0apVK2699VZGjx7Nli1bmDNnTrUvbc+0Z88e7r33Xvz9/Vm0aFG96PkpIu7FGde4i712x8bGMm/ePODnvu/Tpk1zPD4xMZH/9//+H6NGjeLaa6+lV69eALzwwgs89thj5ObmMnXqVObMmUN4eDjffvstN998c7XryKW8blet11L1+3nggQcICgpynKMmrqdvvvkm9957L0eOHGHs2LFMnjyZ+Ph45s6dy8qVKwkKCuKBBx4gMDAQLy+vs34Xl+u5554jMzOTOXPm0LVrV9q1a4fVauWee+7hpZdewtfXl5tvvpmRI0eyZs0abrjhBnbv3n3F44lcjfrZwFNEGhS73c6XX36Jr6+vo09j7969CQ8PZ9OmTaSkpBAeHn5F5656EzVx4kTHtkmTJrFw4UIWL17M/fff79ien5/P888/T7Nmzfj4449p2bIlAHPnzuWmm26qdl6bzcbvfvc7ysvLef311xk+fLhj30svvcQbb7zBiy++yF/+8pdqj8vOzubLL790zHKaMWMGc+fO5emnn2bp0qV07tyZ2267jXfffZf27dtfsG/il19+yXfffcfQoUN59dVX8fPzAyA5OZnZs2fzl7/8heHDh9OqVSvHY/bv389f//pXx5tJm83GTTfdxK5du9izZw/du3e/5N+tiEh9U5vXk0sRFhYGQGZm5nmP+eSTTygoKGDRokUMGjTIsf2hhx5i2bJl7Nixgz59+ji2FxQUsGTJEse5r9SBAwf47W9/y69+9SugcvbRr371K1auXMnKlSuJjY3l9ttv59ChQxw6dIjZs2eftRhclSu9BkJl2yd/f3+gMlS4++67+eijj6rNnLocdrud3NxcfvzxR/785z8DVLu2n+nIkSOsW7eOKVOm8OKLLzq2X3PNNcybN4+PP/6YZ5999qzHxcfHM2/ePDw9PVm0aBEdO3a8onpFRK6UM69xF3rtjo2NpX///rzxxhuEh4ef9fklJyeHxx9/nNtvv92xLT09nUWLFtG7d2/ee++9amvDPPzww3z99desX7+eSZMmXfLr9vTp00lJSWHr1q1cd911Z/X/v9rraVJSEn/7299o374977zzDs2aNQPg9ttvZ8qUKSxYsIBVq1Yxf/58Pv/8c/Lz86+6B77JZOKjjz5yfM4DWLRoERs3buSOO+7gsccew2QyAXDHHXcwc+ZMHnvsMb799lvHdpG6ohnEInLVfvzxR9LS0hg9erTj4mcymZg0aRJ2u53PPvvsis5b9SbK29ubcePGObZPmjQJgM8++6zaTK21a9dSUFDAnDlzHOEwQFRUFLNmzap27p07d3L8+HGuu+66ah+MAX79618TFhbGV199Ve02V4B7773XEQ4DDB48mJEjR3Lo0CHi4+Mv6/lV3Qb81FNPVXvT0KpVK+69916sVmu1VeihcrGeqnAYwGKxMHToUKDyTY+ISENWW9eTS+Xl5QVULlp3PlXXnR07dlS7Bv2///f/2LRpU7VwGCo//F9tOAzQsmXLaqupe3l58fDDDwOVXzhejiu9Bt56662OgAFg6NChWCyWy7r+PP7440RFRTn+6dy5M4MGDeKhhx7CYrHwf//3f9WC9zNV/c6PHTtWbXbasGHD+P7773nqqafOekxycjJz587FMAzefvvtc95yLCJS25x1jauJ1+4JEyZU+9nLy4sXX3yRP/7xj2ctHF41CzgvLw+4stftc7na6+m3335LRUUF9913nyMchsrPV0888QQ333wzJSUlV3z+cxkxYkS1z3lQOVvc39+fhx9+uFoIHBUVxZQpU0hMTLzgnUwitUUBsYhctaqg85ezfKF6kGu32y/7vFu2bCE1NZURI0YQGBjo2N62bVu6detGSkpKtV69hw4dAjjnLNrevXtX+7mqd1RVv61f8vLyolu3bpSXl5/Vn3DAgAFnHV91e1PV+Jfq0KFDhIWFVZshXKUqYDjznG3btj3r2KrfjbMXtxARuVq1dT25VEVFRQBnfZj7pWnTpuHj48M//vEPRowYwR/+8AeWL1+Oh4dHtS8Qq5zrNf5K9O7dG09Pz2rbYmJi8PT05PDhw5d1riu9Bp55DbJYLPj6+l7W9WfMmDE88MADPPDAA9x88800btwYgLvuuos1a9YwefLkCz4+KiqKPn36sG/fPoYPH85dd93FO++8Q3JyMq1btz4rqAC45557yMjIoHnz5kRGRl5yrSIiNclZ17irfe329PSkefPm1bYFBwczadIkOnfuTHx8PMuXL+fNN9/k0Ucfday/YrPZgCt73T6Xq72eVl37evbseda+qrtCfX19r2qMM51Zc1FREQkJCfj4+PDvf/+bV199tdo/qampwOV/rhSpCWoxISJXpaioyLEowL333nvOY9LS0li/fj0jRoy4rHNXzZ5dsWLFeWf7fPrpp44ZtFWLv/3yG/IqjRo1qvZz1eywgICAc5636lvlM79FPte31k2bNgU4a1GfiyksLKRJkyYXHL+0tLTadm9v7/Oe78y+lyIiDUltXk8uVUpKCnDhD6FRUVH873//4z//+Q9r1qzh008/5dNPP8XHx4cbb7yR3/3ud9U+7Pr4+NRIbee6/pjNZoKDg6/o+gOXfw081zXocm+BjY2NZfr06Y6fq4LiN998k+DgYO66666LnuPNN9/kv//9L19++SXr169n/fr1/OUvf6FPnz48++yzZ/UWLiwsZNCgQWzevJm3337b0WtTRKSuOPMad7Wv3ee7jq1cuZKXXnqJxMREoPLL1c6dOxMTE8PatWurfTa53Nfty6njUlXNaD7fta82nFlz1fU3KyvLsSDfuZxrHQCR2qaAWESuyooVKyguLqZLly507dr1rP0pKSls2LCBTz755LLe7BQXF7NixQr8/Pwc36qfacmSJaxatYrs7GxCQkIcixic64PymR9yq0Lkcy10Bz+HzVUzm355njO/Wa46Njg4+CLPqjp/f//zjl/1BubM8UVEXFVtXU8uR1xcHIBjAZ7ziY6O5q9//SsVFRXs3r2b9evX89lnn/HOO+8QGhrq6BN8PlUfzM81U+x8t7ee+YUhVH4xWFhYWK2t0qW40mtgbQgJCWHhwoVMnz6dl156icjIyLPaXpzJz8+P+fPnM3/+fJKSktiwYQPffPMNcXFx3HfffWf1bnzttdeIjo5mwoQJLFy4kAkTJtTYzG4RkUtRH65xNWn37t3Mnz+fsLAwXnrpJbp3706rVq0wm818/PHHrF27ttrxl/u6faku53padXdQYWHhWZ/bysrK8PT0xGw+/032FxqrtLS02oJ651NVQ58+ffjwww8verxIXVJALCJXpepWqccee+yc7RdycnIYNmwYa9asITMz0zHb9mKq3kRNmzaNZ5555pzH5Obmsnz5cr744gvmzp1Lly5dANi+fftZ/Qv37NlT7eeqhXt27NhRbcEFqLzob9++HT8/v7MWiti7d+9Zb9qqekRVtba41Dc30dHRbNmyhSNHjpx1y2tVSKFFdETEXdTW9eRSFRYWsnTpUjw8PLjmmmvOe9ySJUvYv38/f/jDH/D09KRv37707duXa665hilTphAXF3fRgLiqVURVS4sqZWVljttLz3TmdQwqb0EtLi6u1lrpUq5BV3oNrC0dOnTgoYceYsGCBTzxxBN8++231VpL/dKBAwf46quvGD9+PD179qR169bcdNNNzJ49mxkzZrB//36ys7Ortfvo0qULQUFBPProozz55JP8v//3/3jrrbfq5LmJiIDzr3E17ZtvvsFut/Pcc88xZMiQavuOHTtW7efLed2+3JD4cq6nkZGRrFy5kj179pz1JeHLL7/Mhx9+yOLFi4mOjr6ssU6ePHnJ7ToCAwMJDw/n6NGjlJaWnjXDeNmyZcTHxzNp0qRLmlUtUpPUg1hErtipU6fYunUrzZs3dyxGcKbg4GBGjx6N1Wp1vDG6FFXtJc43exhw3KL66aefApWLAISEhPDee+9Ve2OSnJzMBx98UO2xffr0oU2bNqxYseKsb7j/8Y9/kJqayjXXXONYsOiX+345Q3nt2rX88MMPDBo0yPFBuurW4jMX9zlf/c899xzFxcXV6v3nP/+Jp6dntQXpRERcVW1eTy5FSUkJjz32GNnZ2cyaNYsWLVqc99hdu3bx/vvv8+2331bbXtWe4lJm81Z96Fu9enW17W+88cZ5rx179+6tthhdSUkJL7zwAlDZO7HKpVyDrvQaWJtuvfVWunXrRmZmJi+99NJ5jysrK+Ott97itddeq3b7cnFxMdnZ2fj7+5/VVqrKjBkz6N27Nxs3bjxrEVgRkdri7GtcbahqW3Hq1Klq23fs2MEnn3wC/Lw+yuW8bl/q56gql3M9nThxImazmX/9619kZ2c7tqelpbF06VJCQ0MdbQ09PT3PCn3PNZZhGLz22muXVGuVadOmkZeXx4svvlhtNnJSUhJPP/00b7zxxiXNRhapaZpBLCJXbOnSpRiGwcSJEy/4be+MGTNYvnw5ixcvvqS+f6mpqWzZsoWmTZtecCXzYcOG0bRpUxISEoiLi6Nv3748++yz/OY3v+GGG25g/PjxWCwWVqxYQaNGjcjKynI81mw28/zzz3PnnXdyzz33MGrUKFq3bs3OnTvZtWsXHTp04He/+91ZY544cYIpU6YwatQoTp8+zffff09wcDB/+tOfHMeEhITg7e3Nli1beO655xg8eDCjRo0661xTpkxh9erVLF++nMmTJzN8+HCKi4tZuXIlRUVF/OEPf6B169YX/X2JiDR0tXU9OVN+fr5j8Ryo/ACalpbGxo0bycrKYujQoTz22GMXPMe8efNYvnw5jzzyCN9++y1t27YlNTWV5f+/vfsLabIN4zj+myUGEYaBFhoKHaiIohIjQ0QaCCpq1JFGCxGUAhFJwlBCTGIgiIM8UWyLWmu28M+B/yoFZaAIBorkgYjCMM8SNAgUfQ9eXJSWf3jnwft8P7Cz+7m5nw2ei13PfV/X0JDOnz+vsrKyA9eRnZ2tixcvanh4WKWlpUpKStLs7KxmZmaUlJSkubm5PdecO3dOjx490uDgoKKjozU2NqalpSVZrVZdvXo1MG43uf3s2TOZzWZVVlbumeu4MTCYQkJC9PTpU92+fVsej0dFRUV7GsxK/zYXysnJ0fDwsG7evKmMjAxtbW1pdHRUX79+1ePHj//Y8MhkMqmhoUG3bt2SzWZTVlaWIiIign1rAAzupGLcScrPz5fD4VBjY6OmpqYUGRmphYUFjY+PKzw8XD9+/AjU0T3Kc3s3hrW1tenLly+yWq1/XcdR4umVK1dUWVkpu92uwsJC3bhxQyEhIRoYGND6+rrsdnvg97l06ZKWlpZUXV2t9PR03b17V4WFhbLb7XI6nfL7/YqNjdXExIRWV1cVFxd36F3E5eXl8vl8crlcmp6eltls1vfv3zU4OKiNjQ01NDT8sU8NEEzsIAZwbL29vZJ0YMfxzMxMRUZGanl5WZOTkwfO29fXp+3t7cBb3j85deqUioqKJP3cRWyxWOR0OpWSkqKhoSF9/PhRBQUFqq+v33N9enq6vF6v8vLy9PnzZ7lcLq2tren+/ft69+7dvrUXW1palJqaqu7ubk1OTio/P19dXV2/HAEKDQ1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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Preparer les donnees en format long pour les violin plots\n", "violin_data = pd.melt(\n", " df[['ai_adoption_mean', 'ai_disruption_risk_mean', 'ai_infrastructure_mean']].dropna(),\n", " var_name='Facteur', value_name='Score'\n", ")\n", "\n", "# Renommer pour lisibilite\n", "label_map = {\n", " 'ai_adoption_mean': 'AI Adoption',\n", " 'ai_disruption_risk_mean': 'AI Disruption Risk',\n", " 'ai_infrastructure_mean': 'AI Infrastructure'\n", "}\n", "violin_data['Facteur'] = violin_data['Facteur'].map(label_map)\n", "\n", "fig, ax = plt.subplots(figsize=(12, 7))\n", "vp = sns.violinplot(data=violin_data, x='Facteur', y='Score', palette='Set2',\n", " inner='quartile', ax=ax, cut=0)\n", "\n", "# Ajouter les statistiques\n", "for i, factor in enumerate(['AI Adoption', 'AI Disruption Risk', 'AI Infrastructure']):\n", " subset = violin_data[violin_data['Facteur'] == factor]['Score']\n", " stats_text = f\"Med: {subset.median():.4f}\\nMoy: {subset.mean():.4f}\\nStd: {subset.std():.4f}\"\n", " ax.text(i, subset.max() * 1.02, stats_text, ha='center', va='bottom', fontsize=8,\n", " bbox=dict(boxstyle='round,pad=0.3', facecolor='white', edgecolor='gray', alpha=0.8))\n", "\n", "ax.set_title('Distribution des trois facteurs IA', fontsize=14, fontweight='bold')\n", "ax.set_xlabel('')\n", "ax.set_ylabel('Score')\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "b4841bf2", "metadata": {}, "source": [ "## 9. Matrice de correlation des facteurs IA\n", "\n", "Correlation entre les trois facteurs IA (adoption, risque de perturbation, infrastructure). Permet d'identifier si les entreprises qui adoptent l'IA investissent aussi dans l'infrastructure, et si elles percoivent un risque de perturbation." ] }, { "cell_type": "code", "execution_count": 9, "id": "250339d9", "metadata": { "execution": { "iopub.execute_input": "2026-05-27T23:07:52.222038Z", "iopub.status.busy": "2026-05-27T23:07:52.221972Z", "iopub.status.idle": "2026-05-27T23:07:52.270429Z", "shell.execute_reply": "2026-05-27T23:07:52.270045Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Correlations de Pearson :\n", " AI Adoption <-> AI Disruption Risk : r = 0.8601\n", " AI Adoption <-> AI Infrastructure : r = 0.8168\n", " AI Disruption Risk <-> AI Infrastructure : r = 0.7543\n" ] } ], "source": [ "# Matrice de correlation 3x3\n", "ai_cols = ['ai_adoption_mean', 'ai_disruption_risk_mean', 'ai_infrastructure_mean']\n", "corr_labels = ['AI Adoption', 'AI Disruption Risk', 'AI Infrastructure']\n", "\n", "corr_matrix = df[ai_cols].corr()\n", "corr_matrix.index = corr_labels\n", "corr_matrix.columns = corr_labels\n", "\n", "fig, ax = plt.subplots(figsize=(8, 6))\n", "mask = np.zeros_like(corr_matrix, dtype=bool)\n", "# Montrer la matrice complete (pas de masque triangulaire pour 3x3)\n", "sns.heatmap(corr_matrix, annot=True, fmt='.3f', cmap='RdBu_r', center=0,\n", " vmin=-1, vmax=1, linewidths=2, linecolor='white',\n", " square=True, ax=ax,\n", " annot_kws={'size': 14, 'fontweight': 'bold'},\n", " cbar_kws={'label': 'Correlation de Pearson', 'shrink': 0.8})\n", "ax.set_title('Matrice de correlation des facteurs IA', fontsize=14, fontweight='bold')\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "# Afficher les correlations textuellement\n", "print(\"Correlations de Pearson :\")\n", "for i in range(len(ai_cols)):\n", " for j in range(i+1, len(ai_cols)):\n", " r = df[ai_cols[i]].corr(df[ai_cols[j]])\n", " print(f\" {corr_labels[i]} <-> {corr_labels[j]} : r = {r:.4f}\")" ] }, { "cell_type": "markdown", "id": "02b7f769", "metadata": {}, "source": [ "## 10. Entreprises les plus perturbees par l'IA\n", "\n", "Top 20 des entreprises ayant le score moyen `ai_disruption_risk_mean` le plus eleve, indiquant les firmes qui percoivent le plus grand risque de perturbation lie a l'IA dans leurs filings SEC." ] }, { "cell_type": "code", "execution_count": 10, "id": "26fa1d28", "metadata": { "execution": { "iopub.execute_input": "2026-05-27T23:07:52.271586Z", "iopub.status.busy": "2026-05-27T23:07:52.271519Z", "iopub.status.idle": "2026-05-27T23:07:52.364145Z", "shell.execute_reply": "2026-05-27T23:07:52.363639Z" } }, "outputs": [ { "data": { "image/png": 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z6/r167i6unL//n1CQ0NZsWIFHh4ehIaGmiQuhw8fTs+ePYHIuwp69uzJkSNHuHPnDps3b45zNPPixYspW7asybwSJUqwceNGY7pPnz4UKFAg0cfyKh4eHjRp0iTeNlGfBVGfMfPnzzcSpQcPHuSvv/7C1tY2Sdfo+3xdP3nyhC5dunD+/HkcHR0ZOnSosY158+YZ5TquXbv2ynObXC5evGj8m29hYcGHH34IRP7oUq5cOePfztWrVzNlypTkClPknaERxCIiIiLyzti1a5eR9MiZMydDhgwxKQXRoEEDk9qbu3btinU7pUuXNpLDANbW1iaJuaCgIJMSEQm1efNmhgwZYsRoY2PD2LFjE72dhIp6oB9AtWrVjOQwRCZ6ohI2L4te47NMmTImI7dsbGxMSh0cPHgQwCSJs3v3btq2bcvs2bPZv38/NjY2LFmyhDFjxtCpU6dXJofDw8M5fPiwMd2+fXuT266jj+A6fPgwISEhsW6nb9++Jv0fvSTH48eP440hPi1btowxL/o5c3FxMak/Wr16dSOBdf/+faN268t69OhhJIch8ty7uLgY07/99lus61WuXDnByWEw7aupU6fSt29flixZwvHjx2ncuDHz58/niy++MHmvJOX4krKfpHjXYsuePbvJe8vc3JzPP//cmH769KlRf/xNS5s2LSVKlAAi30dNmzZlzJgxbN26lWvXruHh4YGnpyf9+vUzKWGTUG3btjWSwwD58+c3+bEs6hoNCAgwRr6amZnRsWNHo42FhYVJveSoz5CX2draxkgO/1fSp09Pw4YNX9nus88+M/mM6d27t8kdIydOnACSdo2+z9e1vb09Y8aMYeXKlQwdOpSIiAiuXLnC1q1bOXLkiLFO9NJHL4vtc/a/FH30cL169bCxsTGmO3ToYLzevn27UQpDJDXTCGIREREReWdEH8VqZ2cXa53PsmXLGrWBAwMDY91ObDURX65d+O+//8Z4wFJ8Fi1axMyZM43pbNmysWTJEnLkyGHMe7kURXBwsMkow+DgYON1Qh4yFL0kQWzHFFct4Bs3bhiv/f394639ePHiRSAyITB06FBmzZpFeHg4/v7++Pv7A5EJInt7e1q2bEn79u1jHT0b3f37901GU0eNWItNcHAwV69ejfX48ufPbzId/ZzFVV4kIWJ70F70c+bt7W0ykv1lFy5ciHXUc2z9EX1e9PrUr4onPl26dOH48ePs3buXkJAQoy4tRI5Grlq1Ku3btzdJIiXl+JKyn6R412IrUqRIjB9BChYsiLW1Nc+fPwfi7svEiOsanjZtGn379uXff//l1q1bbNq0ySi7kytXLho2bEjXrl0pUqRIovcZ2zUa/bMx6riiHgIHkeVgypUrF+c2oz5DXpbY6zqhEvLez5s3b5y1wqNkz549RhkgKysrChUqZJTauH37NpC0a/R9v64fP37Mli1b2L9/P6dOneLRo0cxthm9lvXL3lb/J8SzZ89MyqNcuHDBpN599H+Lnz9/zpYtW+jRo8d/GKHIu0cJYhERERF5Z7xqZCqYfiGN60Fz0b/8RXk52fyqh9RFN2vWLL755htjOm/evCxdujTGCL6XH8D04MEDMmfObExHr9WZkBGj0WOM7XbyuEbeRn+4Vdq0aY1b1F+1j759+9KoUSN8fHw4ePAgZ86cISwsjIiICE6fPs3p06fZtGkT69evjzfB/XKs2bJlizdZE9cotJdv4X9VwiehYjsf0WPOmDFjvOUD4rq1/8WLFzHmRb/u0qSJ/QbO+PonNlZWVnz99dccO3aMHTt2cOjQIePHkuDgYA4cOMCBAwdwdXXFw8MjRswJPb6k7Ccp3rXYYutHiCwRE5VIS8znB8Se1Izr/VuqVCn27NnDzp072bdvH7/99hsPHz4EIhN4a9asYdOmTSxYsMDkroKESOg1Gv0zJE2aNMaDOGMT1wP7EntdxyYx5y2x+47t3wkwvR6jzkdSrtH3+bq+fv06Xbp0MZLcRYoUwcXFBQcHB27cuGFSnzgub6L/k2r79u0mCe2oB63GZd26dXTv3j3R72uRlEQJYhERERF5Z0R/SNG5c+cIDg6OkXyIfmt39Fulozt37hwREREmX/ai6tNGSegt/V9//bVJcrhEiRJ4e3vHun727NnJli2bUTf48uXLJqOoon9BjbqNPD558uQxXsc2Su/ChQuxrhc9trJly7JmzRqT5WFhYXEmW3PlykXPnj0ZNGgQT5484Y8//uDXX39l8eLFhISEcP78eXx8fExuOX9ZtmzZsLKyMhIws2bNolq1asby8PDwOJOl/4XotaCj5MmTx+ifrl278tlnn5ksj++cRTl79qxJ+Q6IvAai7yOh8STEBx98wKhRo7C0tOTOnTucPHmSXbt24ePjA8CWLVvo3bs3RYsWfa3jS8x+kuJdi+3KlSs8e/aMdOnSGfP+/fdfk4RTXH0ZXfRr/OUfQcLCwuK9rT1t2rTUrVuXDz/8kPDwcC5dusSJEydYsWIFFy9eJDg4mLlz5yY6QRzbA7mifzZGfXZEP740adLw008/mXwWJ+T9kNTr+nXOW2L2/fjxY65du2byGR0cHGwyejrqPCTlGn2fr+v//e9/RnL4o48+MqnRu3r16gTtL6n9/yZELy+REFeuXOHAgQPUqVPnLUUk8u5TDWIREREReWc0aNDASA7cvn2b2bNnm4wY/umnn9i3b58x3bRp01i3ExgYyNq1a43pkJAQFi5caEwXKVIkQQniPXv2mDysrUSJEqxevTredWvVqmW8/vbbb43XBw4c4O7du0DkyKq4HswWXZUqVYzXx44dM6nr++jRI5Njii56MvbEiRPGg3ogMilSt25dnJ2d6dOnj1Fz1NPTk7p161K+fHmGDx9OREQEGTJkoEqVKgwaNMik3MOdO3fijdvS0pJKlSoZ0ytWrDAZTbd06VKcnJz46KOPmDRp0qtOQ4JETyrFNTIwSmyjxKKfsy1bthh9BZFlOhwdHWnWrBmDBg0ybjt/2cqVKwkKCjKm//rrL3bs2GFMV65cOcHxxCXqAWFVqlShWrVqRvI/R44c1K9fP8bD+aKOI7HHl9T9JMW7Ftvjx4+Nh3BB5F0L8+fPN6YzZsxImTJlXrmd6DVnz58/b/JZtmvXrlhHwh45coQWLVrg6OhIw4YNuXHjBmnSpKF48eK0a9fO5KGcr3ofxmbbtm2cOXPGmL59+zYbNmwwpqM+c+zt7cmYMSMQec0tX77cZDsDBgygevXquLm5sW7dulj3Fdd1/XJS9OX3a1LOW0L3/bKokjpRFi1aZCSl06RJY3yOJeXz4X2+rgMCAoz50UePP3/+nO3btxvT8ZX7SK7RuH/88YfJD8nbt2/n3Llzsf45ODgY7aL/n0EkNdIIYhERERF5Z+TPn5+2bdsaCYslS5bw66+/Uq5cOYKCgjhw4ICRLKhSpUq8T6h3d3dn7969FClShKNHj5qMwO3Vq9crYwkODo6RvLS1tWXx4sUx2lauXJnatWsD4Obmxvbt2wkPD2f37t3079+f3Llzm3ypbteuXZy3ZUfXuHFjZs2aZYxo69OnD40aNSJjxowcOHAgzgftlS9fngoVKnD8+HHCwsLo3r07zs7O5MqViwMHDhh1Jh8/fmzUJ3ZwcGDp0qUA7N27lzZt2lChQgUiIiI4fvy4yejn6InruPTu3dt4SNNPP/1EixYtqFq1Knfv3uWHH34gLCyM06dPU7du3VduKyGikllR+5s4cSIWFhaMHj06Qeu3a9eOpUuX8uDBA/755x+aNm1K/fr1MTc3N5JSFy9eJHv27CYPoovu3r17tG7dGmdnZ8zMzPjhhx948uQJAJkzZ6Zt27avfZwWFhYULlzYOLeenp4cPHiQokWL8uTJEw4cOGC0zZQpE6VKlUry8SVlP0nxLsYW9WCwMmXKcPr0aaMeN0TWgE7I+7d06dLG68DAQAYMGICzszPnz5+PM6nq4ODA7du3CQ4OJjg4mDZt2lCvXj2yZMnCtWvXTI4trh8c4hMSEkLHjh2pX78+GTJk4McffzQSzZaWlnTt2hWILO/i5ubGggULAJg5cyYHDx7Ezs6Os2fPGj863blzh08//TRRMUR/rwKMHz+eAgUK0K5dO5ycnJJ03pJqx44dXLp0icqVK3PhwgWTH+FcXFyMHwOTco2+z9d1rly5jLsflixZwrVr18iaNSs//fQT//zzj7FOVGmKd0n0a6REiRIxnj8QXatWrYxzcODAgRgjykVSEyWIRUREROSdMmbMGB49esTOnTsBOHPmjMmIN4hMjHh5ecU5QqlcuXJcu3aNQ4cOcejQIZNlbdq0oV27dq+MY8eOHTEeRLV79+4420cliB0cHPj888+ZMWMGEJmsjK5s2bIJTqhYWVkxd+5cevXqxf379wkJCTEZkdqyZUt+/fXXWB+Y9b///Y9u3boRGBhISEhIjNjTp0+Pl5eXUSO5adOmnDt3zkgInT17Ntbb0Xv37m0yOjgu1atXZ+jQocaD/S5fvmxSbgGgYcOG8T7ALjGqVKli3Fb89OlT1q5dS+7cuROcIM6ePTtz5sxhwIABPH36lPv375uMAIfIHwii+jU29evXZ9++fWzbts1kftq0aZkxY0a8dVwTY/jw4Vy5coVffvmF8PBw/Pz88PPzM2ljaWnJ1KlTjWRcUo4vKftJincttqJFixIWFsbJkyc5efKkybIaNWrwySefJGg7DRs25IMPPjCu+x9//JEff/zR2EfevHljxJwuXToWLlxI7969efDgAffv3+e7776Lse3ixYvz5ZdfJuq4AOrWrYufn5/x+RolTZo0jB8/3uQhdgMGDOD8+fPGXRtHjx7l6NGjJut9+eWXiU5U58yZ0+S8RG23fPnyODk5Jem8JUWdOnX4+++/+fPPP42H0kUpUaIEY8eONaaTco2+z9d1v379+O233wgLCyMsLAxfX19jWebMmY2a2EFBQTHKOSWnx48fm1zb0Ufcx8bFxYWpU6cSEhJCeHg469atY9iwYW87TJF3kkpMiIiIiMg7xcrKilmzZuHt7U2zZs3Inz8/lpaWZMmShapVqzJ16lSWL19uchvyy2xtbdmyZQvNmzcna9aspE2bljJlyjBlypQEP9gn+kiyxOrTpw9Lly6lZs2aZM6cGSsrKz744AMGDhzIypUrTWpAvoq9vT1btmzB1dWVHDlyYGVlRenSpZk0aRLTpk2L84t5njx5+O677/j888+xt7cnU6ZMWFtbU6RIETp06MDWrVtjjAQePHgw3t7eNG7cmDx58mBpaYmlpSV58+alcePGLF26NFFJqb59+7Ju3TqaNWtmbC9HjhxUrFgRT09P5syZk6CRmAnRtGlThgwZYlwvOXLkoGzZsonaRrVq1dixYwdubm7Y2tqSLl06MmXKRMmSJRkyZAgbN26Mt7xIt27dWLBgAQ4ODqRNm5asWbPSuHFjNm3a9EZrW1pbW7No0SImTZpE1apVyZo1K+bm5lhbW2Nra0v79u3Ztm0bDRo0eK3jS+p+kuJdii1Hjhxs3LiRjh07kjNnTqysrChWrBjDhw9n4cKFCb5mra2tWbNmDe3btydXrlxYWVlRpEgRBgwYwObNm8mWLVus6zk4OODj40OPHj0oUaIE6dKlw9zcnCxZshglYDZv3pykHxwaN27MqlWrqFKlCunSpSNDhgzUrFmTVatWxRjhHvXAtOnTp1OjRg2yZcuGpaUl+fLlo0GDBqxatYrevXsnOgbAqJ+cPn160qVLR4kSJciRIweQ9POWWJkzZ2bDhg3069ePAgUKYGlpScGCBenfvz/r1q0ja9asJu2T8vnwvl7X1atXZ926ddSsWZMcOXJgaWlJ/vz56dixIzt37qRAgQJA5INXX/7RIDlt3bqVp0+fGtMuLi7xts+ePbtJHe9vv/02zof5iaR0ZhHRC/qIiIiIiLynRowYYYy0a9OmDVOnTk3miCQ1iCrRAZE1iBNSfkPePV5eXsybNw+IvENh1apVyRzRm+Ps7GyUqfHw8MDV1TWZI5L/Skq+rkXkzdIIYhEREREREREREZFUSgliERERERERERERkVRKCWIRERERERERERGRVEo1iEVERERERERERERSKY0gFhEREREREREREUmllCAWERERERERERERSaWUIBYRERERERERERFJpSySOwARERGJFB4eTmhoKABp0qTBzMwsmSMSERERERGR90VERATh4eEAWFhYkCZNwsYGK0EsIiLyjggNDeX06dPJHYaIiIiIiIi858qWLYuVlVWC2qrEhIiIiIiIiIiIiEgqpRHEIiIi74jot/+ULVsWc3PzZIxG3oazZ88CUKpUqWSORN4W9XHKpv5N2dS/KZ/6OGVT/6Z86uNXCwsLM+5KTWh5CVCCWERE5J0Rveawubm5EsQpUFQfq29TLvVxyqb+TdnUvymf+jhlU/+mfOrjxEnMM21UYkJEREREREREREQklVKCWERERERERERERCSVUoJYREREREREREREJJVSglhEREREREREREQklVKCWERERERERERERCSVUoJYREREREREREREJJVSglhEREREREREREQklVKCWERERERERERERCSVUoJYREREREREREREJJVSglhEREREREREREQklVKCWERERERERERERCSVUoJYREREREREREREJJVSglhEREREREREREQklVKCWERERERERERERCSVUoJYREREREREREREJJVSglhEREREREREREQklVKCWERERERERERERCSVUoJYREREREREREREJJVSglhEREREREREREQklVKCWERERERERERERCSVUoJYREREREREREREJJVSglhEREREREREREQklVKCWERERERERERERCSVUoJYREREREREREREJJVSglhEREREREREREQklVKCWERERERERERERCSVUoJYREREREREREREJJVSglhEREREREREREQklVKCWERERERERERERCSVUoJYREREREREREREJJVSglhEREREREREREQklVKCWERERERERERERCSVUoJYREREREREREREJJVSglhEREREREREREQklTKLiIiISO4gREREBMLCwjh58iQAjiVLYp5Gv+OmNGFhYQCYm5sncyTytqiPUzb1b8qm/k351Mcpm/o35Uv2Pk6TBrO0aZNn3wkU/TtluXLlEnyuLN5iTCIiIpJEYevXQXh4cochb0lYcgcgb536OGVT/6Zs6t+UT32csql/U77k6mPzLm7JtOe3T0OTRERERERERERERFIpJYhFREREREREREREUikliEVERERERERERERSKSWIRURERERERERERFIpJYhFREREREREREREUikliEVERERERERERERSKSWIRURERERERERERFIpJYhFREREREREREREUikliEXkvePs7Mz8+fNfuezIkSPY2dnxzz///CdxHTt2jC5durxy3y8v8/Lyws7OzvgrVaoUNWrUYNy4cTx69MhY7+V2L/+dPn0agBEjRsRYZm9vT506dZgwYQJPnz41tjlkyBB27dr12sf+Js71sWPHsLOzIygo6LXjAfj777/ZsWNHvG3c3NwYPXp0grYXFBSEnZ0dx44dexPhiYiIiIiIiLwTLJI7ABGRlODFixeMHj2a6dOnJ2n9/Pnzs2HDBgBCQ0O5du0a48ePZ/To0cydOzfWdi/Lli2b8bpixYrMnj3bmH727BmHDh1i8uTJREREMHHiRACGDh1K586dqVq1KlmzZk1S7O+qUaNGkTt3bpo1axZnGy8vLyws9E+hiIiIiIiIpF76Viwi8gZs2bKFHDly4ODgkKT1zc3NsbGxMabz5s3LJ598wpdffsnTp09Jnz59rO3iYmlpGaNdoUKF8Pf3x9fX10gQFyhQgPLly7NixQo+++yzJMX+roqIiHhlm5SWFBcRERERERFJLJWYEJEUb/fu3Tg7O+Pg4ECvXr24evWqsSw4OJipU6dSs2ZNypcvT5cuXTh58qSx3MvLCzc3NwYNGkT58uWZNWtWrPtYvnw5TZs2faNxp0uX7o1uD8DKygpzc3OTeU2aNGHt2rUEBwe/sf14eXnRq1cvvv76a2rWrImDgwN9+/bl5s2bRps///yTLl264OjoSPPmzTlz5ozJNmIr/xB93tOnTxk5ciTVq1enbNmytGvXjsOHDwORZTYOHz7Md999h52dnbHuuHHjcHV1pVKlSvz4448x9rFu3TqaN29O2bJlcXJyomfPnly5ciXWYzx58iQdOnSgXLlyVKlShS+//JL79++/9rkTERERERER+S9pBLGIpHgrV65kypQpZM2alcmTJ/PJJ5/g4+ODmZkZw4YN49q1a8yePZscOXKwY8cO3Nzc8PHxwdbWFoCjR4/Su3dvvvvuO9Kkifm72uXLlwkMDKRu3bpvLOabN2+yfPlymjVrZowefh1hYWH4+fmxbds22rVrZ7Ksdu3aPHz4kOPHj1OtWrXX3leUI0eOkCFDBpYtW8aDBw8YPHgwc+fOZcqUKTx48IDu3btTtWpVvv32WwIDAxk7dmyitj937lwuXrzIkiVLyJgxI97e3gwcOJCDBw8yevRorl27ho2NjUkCeNOmTcyaNYsiRYpQoEABli1bZizbtWsXHh4eTJ06FUdHR65fv87YsWPx9PSMUfM6LCyMjz/+mA4dOjBjxgzu3LnD8OHD8fT0xMPD4/VOnIiIiIiIiLxzwsLCOPfSwKZ3TULupI2NEsQikuKNHz/eSHx6enpSv359Dh8+TP78+fH19WX79u0UL14cgIEDB3L8+HGWLVuGu7s7AGZmZnz66adYW1vHun1/f3/SpUtHgQIFkhzjtWvXcHJyAiL/0Xnx4gVZs2ZlwoQJcbaLrnTp0qxZs8aYPnr0qEm758+fkzdvXnr27En//v1N1o2K/dSpU280QRwREcFXX31FxowZAXBxceGXX34BYMeOHYSEhDBlyhQyZMhAsWLFuHnzpnHOE+LKlStkyJCBAgUKkClTJoYPH07jxo0xNzcnffr0WFpaYm1tbVJqw8HBgSZNmsS6vezZs/PVV1/h4uICRNZ7btasGT4+PjHaPnr0iHv37pEzZ07y589PgQIF+PrrrwkJCUlw/CIiIiIiIiLvAiWIReS9Y2FhQXh4eKzLwsPDYzx0rHz58sbrAgUKkD17ds6fP8+DBw8AYoyoDQ4ONim3YGNjE2dyGOD27dtkyZIFMzMzkxij4oktxuhtILLm8PLly43ld+7cYeXKlbRv355NmzYZo5mjt4subdq0JtMODg54enoSERHB2bNnmTx5MpUrV6Z///5YWlrGWD979uzcvn07xvxjx47Rp08fY7pChQp4e3vHdSpM5MyZ00gOA2TKlMlIoF64cAFbW1syZMhgLC9XrlyCthulV69eDBgwgGrVquHk5EStWrVo2bJljHMRXXxJ/MqVK3P+/HnmzZvH5cuX+euvvzh//jy5c+eO0TZr1qz06NEDd3d3vLy8qFGjBvXq1aNx48aJOgYRERERERF5P5ibm1OmTJnkDiNeYWFhJmUzE0oJYhF572TOnJnHjx/HuuzBgwcxHjz2clmI8PBwrKysjETp+vXrYySAraysjNfxJYchcoRxWFiYybwsWbIAkSNNX/bw4UPMzMzInDmzMc/CwoLChQsb07a2tjg4OFClShU2btzI8OHDY20XF2tra6NdkSJFyJMnD126dMHKyirWUbphYWGxls+wt7dn69atJttNqOjnMErU7S5mZmYxbn2JLXH9stDQUON1xYoV2b9/P35+fvj5+bFmzRoWLFjAxo0bjRHhL4sv/q1btzJmzBhatmxJxYoV6dKlCwcOHIh1BDHA8OHD6dy5sxHDyJEj2bhxIytXrnzlcYiIiIiIiIi8K/SQOhF575QpU4YTJ07EmP/nn3/y9OlTypYtazI/ICDAeH358mXu379P8eLFjSTinTt3KFy4sPG3fPly9u3bl+B4bGxsuH//vknCs0iRImTIkIHff/89Rvvjx49jZ2cXawL1ZeHh4UmuIRSdk5MTvXv3ZsOGDRw4cCDG8rt375IrV64Y86MSzVF/sY2mTYpSpUpx+fJlYxQ3wB9//GHSxtLS0uSHgPDwcK5du2ZMz5s3j99//52GDRsyceJE9uzZg6WlJT///DOAyYjuhFiyZAkdOnTgq6++olOnTpQvX56rV6/Gev6vXr3K+PHjsbGxoXPnzixYsABPT0+OHDnCnTt3ErVfERERERERkeSkBLGIvHfc3NwICAhg3Lhx/Pnnn1y9epW9e/cyZMgQ6tWrR6lSpUzajx07lmPHjuHv78+XX35JxYoVqVSpEoULF8bFxYWxY8eyf/9+rl69yqxZs1i/fj1FixZNcDwODg6EhIRw4cIFY56FhQXdunXjf//7H99++y3Xrl3jzz//ZOHChaxfv56PP/7YZBthYWHcunXL+Lt48SJjxowhODiY5s2bx9ku+t+zZ8/ijXPAgAEUKVKECRMm8PTpU2P+gwcPuHHjBo6Ojgk+5tfVtGlTsmTJwrBhwzh//jwHDx5k7ty5Jm3KlSvHwYMHOXjwIIGBgUycOJGHDx8ay69fv87EiRM5cuQI169fx8fHh0ePHhnHkSFDBoKCgrh+/XqCYsqTJw/Hjx/nzz//JDAwkHnz5rFz506TciNRsmXLhq+vLxMmTODSpUtcunQJX19fChUqRLZs2V7jzIiIiIiIiIj8t1RiQkTeO8WKFWPNmjXMmzePbt268fTpU/LkyYOLiwuffPJJjPZ9+vTh888/5+HDh9SuXZvx48cbyyZPnszMmTMZNWoUjx49omjRonh5eSXqYW1FihThgw8+4MiRI5QoUcKYP2jQILJly8aKFSuYNGkS5ubmlChRgtmzZ+Ps7GyyjevXr1OzZk1jOkOGDJQsWZL58+djb28fZ7vohg0bRq9eveKMM23atEyaNImuXbsyZ84cRo4cCUQ+0C5r1qwmtZrftowZM7JixQrc3d1p27YtuXLlok+fPiblL3r27MnVq1cZNGgQVlZWfPTRRzRr1sxYPmbMGDw9PRk6dCj379+ncOHCeHh4ULlyZQA6d+7MF198gYuLC3v37n1lTGPHjmXMmDF06NCBdOnS4eDggLu7O+PGjePGjRsmbTNlysTixYuZPn067dq1Izw8nMqVK7No0aJYS3WIiIiIiIiIvKvMIt7EvcsiIqncmjVr+Pbbb9myZUtyh5JoAwYMoGTJkgwaNCi5Q0n1oj9QwP7kCczjeBijiIiIiIiI/LfMu7hhli5dcocRr+jfKcuVK4e5uXmC1tMwJxGRN6Bt27Y8ePCA48ePJ3coiXL16lVOnTpF165dkzsUEREREREREUkGShCLiLwBVlZWfPXVV8ycOTO5Q0mUmTNnMnr0aLJmzZrcoYiIiIiIiIhIMlANYhGRN6RKlSqsXbs2ucNIlDlz5iR3CCIiIiIiIiKSjDSCWERERERERERERCSVUoJYREREREREREREJJVSglhEREREREREREQklVKCWERERERERERERCSVUoJYREREREREREREJJWySO4AREREJCbzDh0xT6PfcVOasLAwAMzNzZM5Enlb1Mcpm/o3ZVP/pnzq45RN/ZvyJXsfp+DvZ0oQi4iIvIPMrK0x039uU5xzZ84AUKZMmWSORN4W9XHKpv5N2dS/KZ/6OGVT/6Z86uO3J+WmvkVEREREREREREQkXkoQi4iIiIiIiIiIiKRSShCLiIiIiIiIiIiIpFJKEIuIiIiIiIiIiIikUkoQi4iIiIiIiIiIiKRSShCLiIiIiIiIiIiIpFIWyR2AiIiIxBR29y6k0e+4KU3xnDkBCLtzJ5kjkbdFfZyyqX9TNvVvyvc6fWxmYUGaLFnedEgiIu8EJYhFRETeQTerVMPsxYvkDkNEREREgLz+J5M7BBGRt0ZDk0RERERERERERERSKSWIRURERERERERERFIpJYhFREREREREREREUikliEVERERERERERERSKSWIRURERERERERERFIpJYhFREREREREREREUikliEVERERERERERERSKSWIRURERERERERERFIpJYiTwM3NjdGjR8e6rHv37owYMeKt7NfZ2Zn58+cnuP2JEyc4fvy4MX3x4kV+/vnnONuPGDECOzs7469kyZKUK1cOV1dXdu/e/Tqhm7Czs2Pbtm1vbHux2bZtG3Z2dnEuf/lYX/67e/dugvYTGhrK8uXL31DUiTNixAi6d+/+VvcRGBhIixYtCA4OBuLvu9KlS7NlyxYAjhw5EuOc2tvbU69ePTw8PHj+/Hmc7aL/LVmyBIADBw7Qv3//N3JMiX0fPXjwgB49elC2bFk++uijNxLDmxAREcHWrVu5c+cO8H/n8p9//nkr+4uvn+zs7PDy8nrt7b/tz4X/Yh8iIiIiIiIi7xuL5A5A3p4uXbowadIkKlSoAMCAAQNo0aIFdevWjXOdihUrMnv2bGP6yZMnLF26lM8++4x169bh5OT0lqP+77x8rNFly5YtQdvYuXMnHh4ebz1RG5vRo0cTHh7+VvcxZswYBgwYgJWVVZLW/+6777CxsQEik+knT55k5MiRPH/+nIkTJ8baLrqMGTMCULt2bZYtW4aPjw8tW7ZMUixJtX37dn777TfWrl1L7ty5/9N9x+f3339n+PDh7Nu3DwAnJyf8/PzIkSPHW9mfn5+f8Xrp0qXs3r2bDRs2GPPSp0//VvYrIiIiIiIiIm+XEsQpWERERLzTsbG0tDRJ1NnY2DB27Fi+//57fH19U1SC+OVjTYqEnNO3JVOmTG91+wcOHOD69es0adIkydvInj27yTnOmzcvhw8fZufOnSYJ4pfbxaZHjx5MnDiRZs2aYW5unuSYEuvhw4fY2Njg4ODwn+0zIV6+9qysrF77eo5P9G2nT58ec3Pzt7o/EREREREREflvqMTEW/b3338zaNAgypcvT/Xq1RkyZAg3b94EwMPDw+SW9WvXrmFnZ8eCBQuMed7e3nGOmNy7dy8tW7akbNmyNGnShCVLlhgjSp2dnQkLC2PkyJG4ubnh5ubG1atXmTdvHs7Ozok6hqhkXNQo0vv37zNy5Ehq1qxJmTJlqFmzJp6eniajWffv30/btm1xdHTE2dkZb2/vWLd948YNnJ2d+eyzzwgNDSU8PJz58+fTqFEj7O3tqVixIp9++qlR8uHIkSOULVuW+fPnU7lyZdzc3AA4fPgwrq6uODg40L59e4KCghJ1jHFxdnZm6dKl9O/fH0dHR2rUqMG8efOMWIYNGwZE3roeVV7h2LFjdOjQAQcHB+rXr8/MmTN58eKFsU07OzvmzJlD7dq1qV27Nrdu3cLOzo7169cbx+Dq6spvv/1mrDNixAgGDx6Mm5sbFSpUYO3atSYlJsLCwvD09KRWrVrY29vTokULfH19jfXDw8P55ptvqFevHuXKlePDDz9k//798R77ihUraNy4MWZmZm/kXEYxNzdP0ojkatWq8fjxY3744Yc3FktQUBB2dnbs3r2bNm3aYG9vT+PGjdm7dy8Qed5nz57NjRs3TPp43759uLq64ujoSN26dfHy8iI0NBSI/RqNmrd7924aN26Mg4MD3bt3559//sHd3Z0KFSpQvXp1Fi1aZMT24sULPDw8qFevHvb29lStWpWRI0fy7NkzgoKC6Ny5MwD169fHy8srRomJZ8+eMWPGDJydnSlbtixt27bl8OHDxvZHjBjBqFGjmDx5MlWqVMHJyYmhQ4fy+PHjJJ3L4OBgpk6dSs2aNSlfvjxdunTh5MmTJm1e9blw6dIl3NzcKFu2LM7OzmzevDlR8Z4/f54+ffpQqVIlKleuzLBhw+ItF7N582aaN2+Og4MDDRs2ZPXq1THijfqMdXV1Zfny5UbpmilTptCsWTOT9levXsXOzo6zZ88m6tyJiIiIiIiIJCeNIH6Lnj59ipubG05OTqxfv56wsDC+/vprunXrho+PD3Xr1mXlypU8ePCALFmycPjwYczMzDh69Cgff/wxEDmKM7aE7v79+/niiy8YM2YMlStX5sKFC7i7u/Ps2TMGDhzI5s2bqVmzJsOHD6dVq1YAuLq60rhxY/r06ZPgY3jw4AFff/01z58/p1GjRgAMHz6ce/fusWDBArJmzcqBAweMUhYNGjTgxIkT9O/fn379+jFt2jQuXrzIsGHDyJw5M+3atTO2/e+//9K9e3ccHByYMWMGFhYWLFmyhJUrVzJt2jSKFi3KxYsXGTlyJAsWLDDqPgcHB3PkyBE2bdrE8+fPuXLlCn379qV9+/bMmDGDU6dOmYxOfV1z5sxh1KhRjB49ml27djFjxgyqVq2Kk5MT48aNw93dHT8/PzJlysTZs2fp1asXgwYNwtPTkxs3bjBlyhRu376Nh4eHsc1NmzaxePFiQkJCjFGY06ZNY8SIEVSoUIEVK1bQq1cvduzYQcGCBQHw9fVl9OjRTJgwgcyZM+Pv729sb+3atfzwww94eXmRM2dOtm3bxtChQ7G3t6dgwYLMnDmTH374AXd3dwoVKsTBgwcZOHAg3t7eVKlSJcYxP3nyhCNHjtC7d+83dh5DQkI4fPgw27Zto3Xr1ole39LSkurVq/Pjjz++1qjm2EybNo3x48dTuHBhZs2axfDhwzl48CCjR48mZ86cfP/992zevJlMmTKxZ88eBg8ezJAhQ2jYsCEBAQFMmDCB+/fvM3bsWCDmNXr//n1CQkJYtGgRM2bMIDQ0lH79+tGyZUvatWvH5s2b8fHxYebMmTg7O1OsWDE8PT3x8/Nj+vTp5MmTB39/f6N2tpubG/Pnz2fAgAFs2rSJokWL8scff5gc05AhQ7hw4QITJ04kX758rFu3jt69e7N27VocHR0B8PHxoW3btqxfv56rV68yePBgihYtyoABAxJ9DocNG8a1a9eYPXs2OXLkYMeOHbi5ueHj44OtrW2CPhfWrFnDpEmT+Oqrr1ixYgVjx46lSpUqxnsgvniDgoLo2LEj9erVY82aNTx8+BB3d3d69uzJt99+G2PU+bJly5g9ezZjxoyhUqVK/Prrr3z11VcEBwfTs2dPAgIC+Pjjj+nbty+tWrXi2LFjTJ482Vi/TZs2rFy5koCAAEqXLm3EV7JkSUqVKpXo8yciIiIi77aw0FD+PHMmucOQeEQNzDqjfkqx1MevltQ73ZUgTqKtW7eyc+fOGPNfvHhhjPjdsWMHz549Y+rUqUZy4n//+x9VqlRhz549NG7cmAwZMvDrr7/SuHFjDh06hLOzM4cOHSIkJIQXL17w+++/88UXX8TYzzfffEPHjh2NEciFChXiyZMnjB07lgEDBpA9e3YgsgxB1qxZgciRm+nTpzeWxebo0aNGGYnw8HCeP39O3rx5mTRpknGLfa1atahSpQrFixcHoHPnznh7e3Pu3DkaNGjAqlWrqFixIoMHDwbA1taW8ePHmyRo7t27R/fu3SlTpgwzZswwltna2uLp6Unt2rUByJ8/P7Vq1eL8+fMmcfbu3ZvChQsDMH36dPLmzcuoUaNIkyYNH3zwARcuXDAecJaQY42uQYMGTJ8+3ZiuV68e7du3B6BPnz4sWrSIkydPUrFiRaNGblSSd8mSJdSpU4devXoBULhwYSZOnEinTp0YMmQIuXLlAiKTSy8nkdq1a2ckysaPH88vv/zCxo0bGTp0qLGPrl27xnosV65cIV26dOTPnx8bGxsGDBiAg4MDWbNm5cmTJ6xcuRIvLy9q1aplxPXnn3+yaNGiWBPEAQEBhISEGH0c3ZgxY5gwYUKM+WFhYTHmNWnSxBiB/OzZM6ysrGjatKlxTLG1i+6XX34xqW1bvHjxt/KQsV69ehnXXP/+/fH19eXixYs4ODjEKKewaNEimjZtavzQUqRIEe7fv8+UKVOMax5Mr9EjR44QERHB559/TtmyZQGoWrUqf/zxB0OHDsXMzIx+/foxf/58Lly4QLFixXB0dKRZs2ZGDfECBQqwdu1azp8/j7m5OVmyZAEiy3NkyJDB5HguXrzITz/9xJIlS6hZsyYQ2W/+/v4sWbKEuXPnApA1a1bGjBmDubk5tra2VK9ePcao34S4cuUKvr6+bN++3bhmBg4cyPHjx1m2bBnu7u4J+lzo0qULLi4uAHz66aesWrWKs2fPGgni+OJdu3YtmTNnxsPDA0tLSwBmzZqFi4sLBw8eNKm9HhERgbe3N926daNt27ZGP167dg1vb2969OjBihUrcHJyMon38uXLLF26FIh8KKOdnR0+Pj4mCeJOnTol+vyJiIiIiIiIJCcliJOoQYMGfP755zHmDx8+3HgdEBDA3bt3qVixokmbZ8+ecenSJSwtLalRowaHDh2iUaNGHDlyhHnz5uHn58fp06e5c+cO2bJlMxJK0Z09e5bTp0+zfv16Y15UQvf69etGQiWxHBwc8PT0BCBNmjRkyJAhRkK5Y8eO7Nu3j02bNhEYGMi5c+f4559/jBIT58+fN5JtUV4eMTpz5kxCQkKoU6eOSYLI2dmZEydOMGvWLP766y8uX77MpUuXYpzD6Md34cIFSpUqRZo0/1cxpVy5cok61uhefthWkSJFTKYzZcpESEhIrNs8e/YsV65cMUk8R/16c+nSJSNBHFv/VKpUyXhtbm6Ovb29SWK8QIECcR5Lp06d+OGHH6hduzb29vbUqlWLFi1akClTJvz9/QkODuazzz4zOUchISHkzJkz1u3dvn0biP1hfUOGDKF+/fox5jdt2jTGPG9vb2xsbDAzM8PKyoqcOXNiYRHzYyeq3cvSpUtnMp09e3Yjtpc1a9aMGzduGNM7duwgX758sbZ9ma2trfE6KukfVx9fuHAhxvVcqVIlQkNDuXz5sjEvtj4uVKiQ8Tp9+vQUKFDASIxbW1sDkaOPAVq1aoWfnx/Tpk0jMDCQixcvcvXq1XivgyhR183LP4BUqFCBn3/+2SSe6O+/TJkyGSVwEiMgIADA5A6BqGOJOp6EfC5Ef69FJcCfP3+eoHgvXLhA2bJljeQwQNGiRcmWLRvnz583SRDfvXuX27dvxzg/lSpVwtvbmzt37hAQEBAj3goVKhgJYoi8K8Pb25thw4Zx6tQprl+/TosWLWKeIBERERF575lbWFCmTJnkDkPiETWqVP2UcqmPXy0sLCxJA7+UIE6ijBkzGqMDo4tK8kDkLfHFihUzatZGF/WAsXr16vH1119z7tw5wsLCcHJyoly5chw9epTr169Tr169WEdWWlpa0rt371iTEblz507ycVlbW8d6XFHCw8Pp27cvf/31Fy1atKBVq1Y4ODjQrVs3o01sCcCX1a5dm4YNGzJq1CiaNm1qjE6eP38+ixcvxtXVlVq1atGvXz9WrlxpkviLijOKmZlZjCH00ZNEST3WKLHVy41ryL6lpSWtW7eOtYxH9ARo2rRpYyx/+byFh4eb9H30Y37ZBx98wN69ezl8+DC//PILO3bsYOHChXh7extJXi8vrxjHGz1hHF3UfsPCwmLcmp8jR44EnTeITGrnyZPnjbULCwuLM+ZFixYZdYABIxmfELFdL3H1cWz9EDV6Onofxtbu5f3EdSwAo0ePZt++fbRp04ZGjRoxZMgQ3N3d42z/qhgh8pqKHmNiru34RB3X+vXrY+w7ah8J+VyI7XxEjye+eOM75pfPe2zvPzDtR3Nzc5O66rFp0aIF06dP58iRI+zZs4fatWuTI0eOeNcRERERERERedfoIXVvUfHixQkKCiJr1qwULlyYwoULkyNHDjw8PIwRfrVr1yYoKIjNmzdTqVIl0qRJQ7Vq1Thy5Aj79++P84FyxYoVIzAw0Nhu4cKFOX/+PLNmzTLavJxYfhMPGwsICMDPzw8vLy+GDBlCs2bNyJYtG7du3TISNbHVQ501a5ZJXdNGjRrRunVrqlevzqhRo4xRhosXL2bQoEGMHTuWtm3bUqZMGa5cuRJv0qpkyZL88ccfJsnBl/f/trx8TosVK8alS5dM+uXu3bt4enry5MmTeLcVPebQ0FD++OMP49b1V1mzZo2RoBo5ciS+vr7Y2tqye/duChcujKWlJTdv3jSJ6/vvvzceuvayqGT2vXv3ErT//8q9e/fiTPzmz5/f5PgSkpBMiqJFi/L777+bzDt+/DiWlpYmI4Rfx71799i8eTPu7u4MHz6c1q1bY2try7Vr14z3Qnzv52LFigHEiPP33383lr1JUWUl7ty5Y9IHy5cvZ9++fUDCPhdeR9GiRTl9+rTJyO+LFy/y4MEDihYtatI2Y8aM5MmTJ9Z+tLGxIUuWLNjZ2ZnU+QY4deqUyXSOHDmoXbs2e/bsMZL5IiIiIiIiIu8bJYjfohYtWpAtWzYGDx7M6dOnOX/+PEOHDuXUqVNGQiV79uw4OjqyYcMGoxZstWrV+PXXX3n06BHVqlWLddsff/wxO3bsYNGiRQQGBvLzzz8zbtw4rK2tjVF2GTJk4OLFi9y5c8eYDgwMTNIt5FFsbGywsLDA19eXoKAgTpw4wYABA0xuJe/Zsye//fYb8+fP58qVK+zevZuVK1fGmuyeMGECQUFBfPPNNwDkzZsXPz8/Ll26ZDx478SJE8a2Y9OhQwfu37/PuHHjuHTpEjt37mTVqlWvPJaQkBBu3boV6198+4suqvbr6dOnefLkCX369MHf3x8PDw8uXbrE0aNHGT58OI8ePYq1hEJ0y5Ytw9fXl0uXLjFu3DgePnxo1D5+lXv37jFp0iR++uknrl+/zr59+wgKCsLR0ZF06dLRvXt3Zs6cyc6dO7l27RorV67k66+/jrMUScmSJbGysjJKB7xtd+/ejbUfHj58aNIuICDAGG2eXD7++GN8fX1ZvHgxgYGB+Pr6MnfuXNq2bWvcGfC6MmbMSMaMGdm3bx9Xr14lICCAoUOH8vfffxvXZtS1d/bsWR49emSyfqFChWjWrBkTJkww3k8eHh6cOXMmzjrWr6Nw4cK4uLgwduxY9u/fz9WrV5k1axbr1683krOJ+VxIii5duvDo0SNGjhzJhQsXOHbsGF988QUlS5aM9XP0448/ZuXKlWzatIkrV66wceNGVq9eTffu3TEzM6NHjx78/vvveHl5ERgYyNatW2P9XHF1dWXLli28ePHCpIyFiIiIiIiIyPtCJSbeImtra5YtW8bUqVPp1q0bZmZmlCtXjhUrVpjchly3bl1OnDhB1apVAShbtizp06enatWqcd4KXbt2baZNm8aiRYuYO3cu2bNnp3Xr1gwZMsRo06dPH+bPn8+hQ4fYunUr3bt3Z/Lkyfj5+XH48OF4b2+PS+7cufnqq6/w8vJixYoV5M6dm6ZNm5I7d25Onz4NRNaC8fLyYu7cucyfP588efIwZMgQ44F60RUoUICBAwcye/ZsGjVqhKenJ+7u7rRp04bMmTNTuXJlhg4dyjfffMOzZ89ijSlv3rwsX76cr776ijZt2lCkSBH69OnDjBkz4j2WY8eOGQ/wetmcOXNo0qTJK89HlSpVqFy5Mh07dmTo0KH06NGDhQsXMmfOHNauXUumTJmoV68ew4YNe+W22rVrxzfffMNff/2Fg4MDK1euTHC5kP79+/P8+XMmTpzI7du3yZs3L59++qkxonHw4MFYWloybdo0bt++TcGCBXF3d8fV1TXW7WXIkIEqVapw5MgR6tWrl6AYXkdcIy/r1q3LwoULgchR1cePH2fKlClvPZ741KpVC09PT6Ofc+XKRdeuXenXr98b24elpSWzZ8/G09OT5s2bkz17dmrXrk3Pnj3Zu3cvEDlKuHHjxgwZMoSOHTvSoEEDk21MmjSJ6dOn8+WXX/L06VNKlSrFkiVLYn0w45swefJkZs6cyahRo3j06BFFixbFy8vLSM4m5nMhKXLmzMnSpUuZPn06H374IenSpcPZ2Zkvv/wy1hIiHTp04Pnz5yxcuJCJEydSsGBBRowYYTxkrmTJksyZM4f//e9/LFy4kFKlStGhQwdWr15tsp26detibW1N8+bNYy2BISIiIiIiIvKuM4tISsFJEXmj7OzsmDZtGq1atUruUAz79+9n9OjR/Pzzz2+tXENi7N27l6lTp7Jr1653Ih5J2fz9/bGysqJkyZLGvEWLFrFx40YjSQ+Ro/dr1arFhg0b3siDEqI/UCBX2/aYvXjx2tsUERERkdeX1/8k5nrexDtNDzBL+dTHrxb9O2W5cuViPFcqLioxISKxqlOnDgUKFGDnzp3JHQoAK1asYODAgUoOy38iICCAbt26ceDAAW7cuMHPP//M8uXLadmyJRCZGN69ezejRo3C3t5e/0ERERERERGR95YyLSISpylTpvDpp5/SpEmTZL19fv/+/VhbW9O6detki0FSl3bt2vHvv/8yYcIE/v33X3LlykXnzp2NUiKhoaGMHj2aXLly4eXllczRioiIiIiIiCSdSkyIiIi8I1RiQkREROTdpBIT7z6VH0j51MevphITIiIiIiIiIiIiIpIoShCLiIiIiIiIiIiIpFJKEIuIiIiIiIiIiIikUkoQi4iIiIiIiIiIiKRSShCLiIiIiIiIiIiIpFIWyR2AiIiIxJT7yGHM0+h33JQmLDQUAHML/RcspVIfp2zq35RN/ZvyvU4fm+m6EJEUTJ9wIiIi7yDz7NkxNzdP7jDkDfvzzBkAypQpk8yRyNuiPk7Z1L8pm/o35VMfi4jETkOTRERERERERERERFIpJYhFREREREREREREUikliEVERERERERERERSKSWIRURERERERERERFIpJYhFREREREREREREUikliEVERERERERERERSKYvkDkBERERiCrt7F9Lod9yUpnjOnACE3bmTzJHI26I+TtnUvymb+jflS2wfm1lYkCZLlrcZkojIO0EJYhERkXfQzSrVMHvxIrnDEBEREUm18vqfTO4QRET+ExqaJCIiIiIiIiIiIpJKKUEsIiIiIiIiIiIikkopQSwiIiIiIiIiIiKSSilBLCIiIiIiIiIiIpJKKUEsIiIiIiIiIiIikkopQSwiIiIiIiIiIiKSSilBLCIiIiIiIiIiIpJKKUEsIiIiIiIiIiIikkopQSzyDhgxYgTdu3dPcPvQ0FCWL1+eqH3Y2dmxbdu2eNts27aNL7/8EoCgoCDs7Ow4duwYAEeOHMHOzo4ZM2bEWC9626jX8f1t2bLFWDcwMJDRo0dTt25dHBwcaNiwITNnzuTRo0dGmwMHDtC/f/9EHW9cnJ2dmT9/foLbP3jwgB49elC2bFk++uijNxLDmxAREcHWrVu5c+cO8H/9888//7yV/b2qT728vF57+6+6Pl/Xf7EPERERERERkfeNRXIHICKJt3PnTjw8PBKVVH6Vu3fvMmPGDDZt2hRvu6VLl9KkSRPs7e1jXZ43b178/PyM6SlTpnDr1i1mz55tzMuUKRMQmdTs378/NWvWZMaMGeTOnZuLFy/i6enJL7/8wqpVq8iQIQO1a9dm2bJl+Pj40LJly9c/2ETYvn07v/32G2vXriV37tz/6b7j8/vvvzN8+HD27dsHgJOTE35+fuTIkeOt7C96ny5dupTdu3ezYcMGY1769Onfyn5FRERERERE5O1SgljkPRQREfHGt7l06VKqVq1Knjx54m2XL18+Ro4cyZYtW7C0tIyx3NzcHBsbG2Pa2toaS0tLk3kAL1684IsvvqBOnTomyeOCBQtiZ2dH48aNWbNmDX379gWgR48eTJw4kWbNmmFubv4aR5o4Dx8+xMbGBgcHh/9snwnx8jVgZWUV4xy/SdG3nT59+hj9LCIiIiIiIiLvJ5WYEHkHOTs7s3TpUvr374+joyM1atRg3rx5QOSo22HDhgGYlGs4duwYHTp0wMHBgfr16zNz5kxevHiRoP09f/6cDRs20LRp01e2HT9+PH/99RfffPNNEo8u0o8//si///7LgAEDYizLly8fK1as4MMPPzTmVatWjcePH/PDDz+81n6jiyqHsXv3btq0aYO9vT2NGzdm7969QGTpj9mzZ3Pjxg2Tc71v3z5cXV1xdHSkbt26eHl5ERoaCkT2T9myZZk/fz6VK1fGzc3NmLd7924aN26Mg4MD3bt3559//sHd3Z0KFSpQvXp1Fi1aZMT24sULPDw8qFevHvb29lStWpWRI0fy7NkzgoKC6Ny5MwD169fHy8srRomJZ8+eMWPGDJydnSlbtixt27bl8OHDxvZHjBjBqFGjmDx5MlWqVMHJyYmhQ4fy+PHjJJ3L4OBgpk6dSs2aNSlfvjxdunTh5MmTJm32799P27ZtcXR0xNnZGW9vb5Plly5dws3NjbJly+Ls7MzmzZsTFe/58+fp06cPlSpVonLlygwbNoy7d+/GGfPmzZtp3ry5Udpk9erVMeJt2bIlZcuWxdXVleXLl2NnZwdEjoxv1qyZSfurV69iZ2fH2bNnE3XuRERERERERJKTRhCLvKPmzJnDqFGjGD16NLt27WLGjBlUrVoVJycnxo0bh7u7O35+fmTKlImzZ8/Sq1cvBg0ahKenJzdu3GDKlCncvn0bDw+PV+7rt99+4+nTp9SsWfOVbYsXL87HH3/MggULaNSokZEwS6wzZ86QPn16SpQoEevy8uXLm0xbWlpSvXp1fvzxR5o0aZKkfcZl2rRpjB8/nsKFCzNr1iyGDx/OwYMHGT16NDlz5uT7779n8+bNZMqUiT179jB48GCGDBlCw4YNCQgIYMKECdy/f5+xY8cCkcnSI0eOsGnTJp4/f879+/cJCQlh0aJFzJgxg9DQUPr160fLli1p164dmzdvxsfHh5kzZ+Ls7EyxYsXw9PTEz8+P6dOnkydPHvz9/RkxYgR2dna4ubkxf/58BgwYwKZNmyhatCh//PGHyTENGTKECxcuMHHiRPLly8e6devo3bs3a9euxdHREQAfHx/atm3L+vXruXr1KoMHD6Zo0aKxJu1fZdiwYVy7do3Zs2eTI0cOduzYgZubGz4+Ptja2nLixAn69+9Pv379mDZtGhcvXmTYsGFkzpyZdu3aAbBmzRomTZrEV199xYoVKxg7dixVqlShYMGCr4w3KCiIjh07Uq9ePdasWcPDhw9xd3enZ8+efPvttzFGnS9btozZs2czZswYKlWqxK+//spXX31FcHAwPXv2JCAggI8//pi+ffvSqlUrjh07xuTJk43127Rpw8qVKwkICKB06dJGfCVLlqRUqVKJPn8iIiIi8u4JCw3lzzNnkjsMSaCoAVJn1Gcplvr41ZJ6x7lGEIu8o+rVq0f79u0pWLAgffr0IXPmzJw8eRIrKysyZswIRN72b21tzZIlS6hTpw69evWicOHCVKtWjYkTJ7Jlyxb+/fffV+7r1KlTFCpUCCsrqwTF1rdvX4oWLcqoUaMICwtL0vE9fPjQqEWcUMWLF+fUqVNJ2l98evXqRe3atSlcuDD9+/fn8ePHXLx4kUyZMpmUU7C2tmbRokU0bdqUPn36UKRIEVxcXBg8eDDr1683ebBe7969KVy4sJFAj4iI4PPPP6ds2bI4OTlRtWpVMmbMyNChQ7G1taVfv34AXLhwAQBHR0c8PDyoWLEiBQoUwMXFBQcHB86fP4+5uTlZsmQBIHv27GTIkMHkeC5evMhPP/3ExIkTqVWrFkWLFmXMmDGUKVOGJUuWGO2yZs3KmDFjsLW1pU6dOlSvXj3GqN+EuHLlCr6+vkydOpWKFStia2vLwIEDqVixIsuWLQNg1apVVKxYkcGDB2Nra0vDhg0ZP3486dKlM7bTpUsXXFxcKFiwIJ9++inh4eEmo3Hji3ft2rVkzpwZDw8PSpQoQcWKFZk1axZnz57l4MGDJvFGRETg7e1Nt27daNu2LUWKFKFDhw64ubnh7e1NREQEK1aswMnJyYi3bdu2dOrUydhG6dKlsbOzw8fHx5jn4+NDmzZtEn3+RERERERERJKTRhCLvKOKFCliMp0pUyZCQkJibXv27FmuXLmCk5OTMS/qV6NLly6RK1euePd1584dsmXLluDYLC0t8fDwoG3btixZsgQXF5cErxslW7ZsPHz4kIiICMzMzBK0Tvbs2bl9+3asy5o1a8aNGzeM6R07dpAvX74EbdfW1tZ4HZV8j+tcX7hwgdatW5vMq1SpEqGhoVy+fNmYFzXqNbpChQoZr9OnT0+BAgWMY7e2tgYiRx8DtGrVCj8/P6ZNm0ZgYCAXL17k6tWrFChQ4JXHc/78eQCT6wGgQoUK/PzzzybxRB9ZmylTJm7evPnK7b8sICAAwBgJHCU4ONg4nvPnz1O7dm2T5S+fx+jXfFQC/Pnz5wmK98KFC5QtW9akLnbRokXJli0b58+fp27dusb8u3fvcvv27Rjnp1KlSnh7e3Pnzh0CAgJixFuhQgWWLl1qTLu6uuLt7c2wYcM4deoU169fp0WLFjFPkIiIiIi8l8wtLChTpkxyhyEJFDWqVH2WcqmPXy0sLCxJA7+UIBZ5R8U2mjeuWwUsLS1p3bo1ffr0ibEsIQ8SMzMzIzw8PFHxlS5dmt69ezNv3rwk3VJfrlw5vvnmG86dO0fJkiVjLPf09CR9+vR8+umnxrywsDDSpIn9xodFixYZdYCBVybFo4vtYXtxneuoRG50UaOoLSws4m338n7iOhaA0aNHs2/fPtq0aUOjRo0YMmQI7u7ucbZ/VYwA4eHhJjEm5hqLT9RxrV+/Psa+o/YRfb9xie18RI8nvnjjO+aXz3vatGljbRu9H83NzV/5nmjRogXTp0/nyJEj7Nmzh9q1a5MjR4541xERERERERF516jEhMh76OURt8WKFePSpUsULlzY+Lt79y6enp48efLklduzsbGJ92Fecfnkk08oWLAgEydOTPS6NWrUIF++fCxYsCDGsitXrrBu3boYdWPv3bsXZ+I3f/78JsefkIRkUhQtWpTff//dZN7x48extLQ0GSH8Ou7du8fmzZtxd3dn+PDhtG7dGltbW65du2YkROMbdV2sWDGAGHH+/vvvxrI3qXjx4kDkSPTofbB8+XL27dsHEGud5FmzZiWp3nFsihYtyunTp01Gfl+8eJEHDx5QtGhRk7YZM2YkT548sfajjY0NWbJkwc7ODn9/f5PlL5c3yZEjB7Vr12bPnj1GMl9ERERERETkfaMEsch7KKrm7OnTp3ny5Al9+vTB398fDw8PLl26xNGjRxk+fDiPHj1K0AhiBwcHrl27xuPHjxMVh5WVFV999RXXr19P9DFYWVkxefJkfvrpJwYNGsTx48e5du0aO3fupEePHhQvXpwePXqYrBMQEICDg0Oi9/Umffzxx/j6+rJ48WICAwPx9fVl7ty5tG3bNtE1leOSMWNGMmbMyL59+7h69SoBAQEMHTqUv//+2yjZEHUNnD171qT2MUSWYmjWrBkTJkzAz8+PS5cu4eHhwZkzZ+jatesbiTG6woUL4+LiwtixY9m/fz9Xr15l1qxZrF+/3kjO9uzZk99++4358+dz5coVdu/ezcqVK3F2dn4jMXTp0oVHjx4xcuRILly4wLFjx/jiiy8oWbIk1apVi9H+448/ZuXKlWzatIkrV66wceNGVq9eTffu3TEzM6NHjx78/vvveHl5ERgYyNatW1m1alWM7bi6urJlyxZevHhhUsZCRERERERE5H2hBLHIe6hKlSpUrlyZjh07snHjRuzs7Fi4cCG///47rVu3ZvDgwVSqVIl58+YlaHuVKlUiffr0HD16NNGxODo60r1790SvB5GjiNetWwfA4MGDadasGXPmzKFFixYsW7bM5AFmoaGhHD9+nPr16ydpX29KrVq18PT0ZOvWrTRv3pzp06fTtWtXRo8e/cb2YWlpyezZszlz5gzNmzdnwIABZMmShZ49exqjcIsVK0bjxo0ZMmQIc+fOjbGNSZMmUatWLb788ktcXV05deoUS5YsiVF3902ZPHkyderUYdSoUTRv3pwDBw7g5eVlJGfLlCmDl5cXu3btolmzZkyfPp0hQ4bw0UcfvZH958yZk6VLl3Lz5k0+/PBDPvnkE0qVKsWyZctiLSHSoUMHhgwZwsKFC2nWrBnLli1jxIgR9O7dG4CSJUsyZ84cduzYQfPmzVmzZg0dOnSIsa26detibW1N8+bNE/yQRxEREREREZF3iVlEUgpOikiKM23aNIKCgmJNNr4L9u7dy9SpU9m1a9dbKx8hEsXf3x8rKyuT+tiLFi1i48aN7N2715h37949atWqxYYNG97IgxKiP1AgV9v2mL148drbFBEREZGkyet/EnM9Y+K9oQeYpXzq41eL/p2yXLlyMUp3xkUjiEUEgN69e/Pbb78RFBSU3KHEasWKFQwcOFDJYflPBAQE0K1bNw4cOMCNGzf4+eefWb58OS1btgQiE8O7d+9m1KhR2Nvb6z8oIiIiIiIi8t5SpkVEAMiePTvDhg1j1qxZzJw5M7nDMbF//36sra1p3bp1cociqUS7du34999/mTBhAv/++y+5cuWic+fO9OvXD4gseTJ69Ghy5cqFl5dXMkcrIiIiIiIiknQqMSEiIvKOUIkJERERkXeHSky8X1R+IOVTH7+aSkyIiIiIiIiIiIiISKIoQSwiIiIiIiIiIiKSSilBLCIiIiIiIiIiIpJKKUEsIiIiIiIiIiIikkopQSwiIiIiIiIiIiKSSlkkdwAiIiISU+4jhzFPo99xU5qw0FAAzC30X7CUSn2csql/Uzb1b8qX2D4207UgIqmEPu1ERETeQebZs2Nubp7cYcgb9ueZMwCUKVMmmSORt0V9nLKpf1M29W/Kpz4WEYmdhiaJiIiIiIiIiIiIpFJKEIuIiIiIiIiIiIikUkoQi4iIiIiIiIiIiKRSShCLiIiIiIiIiIiIpFJKEIuIiIiIiIiIiIikUkoQi4iIiIiIiIiIiKRSFskdgIiIiMR0/8U90qTR77gpTa7CuQC49/xuMkcib4v6OGVT/6Zs6t+UL74+tkhjQSarzP91SCIi7wQliEVERN5BLTY3JjgiOLnDEBEREUkVfmi/P7lDEBFJNhqaJCIiIiIiIiIiIpJKKUEsIiIiIiIiIiIikkopQSwiIiIiIiIiIiKSSilBLCIiIiIiIiIiIpJKKUEsIiIiIiIiIiIikkopQSwiIiIiIiIiIiKSSilBLCIiIiIiIiIiIpJKKUEsIiIiIiIiIiIikkopQSzyDnF2dsbOzi7Wv+bNmwMQFBSEnZ0dx44dS+Zo3x47Ozu2bdsW67LSpUuzZcuWN7YvNzc3Ro8eDUBERARbt27lzp07ABw5cgQ7Ozv++eefRG939OjRbNq0CYARI0bE2a92dnbcvXs3RizRzZs3j7Jly/Lo0aNY9zVv3jyqVKlCcHAwM2bMYMmSJYmO92XxHfuxY8ews7MjKCjotfcTJXqfP3v2jDVr1hjLvLy8aNiwYaK3GRwcjLe3N61bt8bJyYnq1avTv39/Tp8+/cbiFhEREREREXnfWSR3ACJiqk+fPnTr1i3GfAsLvV3ftt9//53hw4ezb9++19rO4cOH8ff3Z9KkSca8ihUrMnv27FjbZ8uWLd7ttW7dmnnz5rFnzx4+/PDDGMu///57WrRogZWVFf3798fFxYX69etTpEiR1zmMZLN8+XI2bdpE586dk7yNZ8+e0bVrV+7du8egQYNwdHTkyZMnrFy5ks6dO7No0SKqVq36BqMWEREREREReT8p4yTyjkmfPj02NjbJHUaqFBER8Ua2M3v2bLp27UqaNP93k4alpWWS+7VAgQJUqVKFHTt2xEgQnzx5ksDAQObMmQNAxowZadmyJfPnz2fatGlJP4hk9Cb6Yfbs2QQGBrJ9+3Zy585tzJ86dSp37txh0qRJbN++HTMzs9fel4iIiIiIiMj7TCUmRN5z4eHhfPPNN9SrV49y5crx4Ycfsn//fgCePHmCk5NTjJIMEydOpGPHjkBkyYpBgwZRpUoVypQpg7OzM97e3kbbESNGMGrUKCZPnkyVKlVwcnJi6NChPH782GgTGBhI//79KV++PFWrVmX06NE8efLklfG9CceOHaNDhw44ODhQv359Zs6cyYsXL4zlf/75J3369KFixYrY29vTuHFjtm7dGmM7QUFBxojV+vXr4+XlZSzbt28fTZs2xd7eHldXV06dOhVnPCdOnODMmTNJKokQH1dXV3799Vdu375tMn/btm2UKVOGkiVLGvOaNGnCzp07uXnz5huNIT4bN26kcePGODg40KJFC7777juT5bt37+bDDz/EwcEBR0dHOnTogL+/f4ztbNmyhTlz5nD9+nXs7Ow4cuQIEJk0nj9/PjVr1sTR0ZH+/fvHOBdRgoOD2bJlCx999JFJcjjKuHHjmDlzppEcPnLkCF26dMHJyQl7e3tatWrFgQMHjPbOzs54enrSuHFjqlatypkzZwgODmbq1KnUrFmT8uXL06VLF06ePJnU0yciIiIiIiKSbDSCWOQ9N3PmTH744Qfc3d0pVKgQBw8eZODAgXh7e1OlShUaNWrEjh07cHV1BSA0NBRfX1+GDBkCwMcff0z+/PlZuXIl1tbWbN26lenTp1OjRg1KlSoFgI+PD23btmX9+vVcvXqVwYMHU7RoUQYMGMDDhw/p0qUL9vb2rF27lhcvXjBy5EgjCfeq+F7H2bNn6dWrF4MGDcLT05MbN24wZcoUbt++jYeHB0+fPqVnz57Uq1ePjRs3EhERwbJlyxgzZgw1a9YkZ86cxrby5s3L/PnzGTBgAJs2baJo0aL88ccfAKxbt47JkyeTJUsWxo8fz9ChQ9m7d2+sMf344484OjqSNWvW1zq2lzVq1Ah3d3d27dpFly5dAAgJCWHnzp0MGjTIpK29vT1Zs2bl4MGDfPTRR280jtisXbsWLy8vxo8fT+nSpTlx4oRRXqNNmzb4+/szePBgxowZQ506dbh79y5fffUVY8eOjVFr2sXFhcuXL/P999+zefNmsmTJwtGjR7l27Rp//vkny5cv5969ewwePJiZM2fi4eERI55r167x8OFDHB0dY423YMGCxuu///6bPn360KNHDzw8PHjy5AmzZ89m+PDh7N+/HysrKyDyGli0aBFp06alVKlSfP7551y7do3Zs2eTI0cOduzYgZubGz4+Ptja2r6pUysiIiIi/5HQ0DDOnDmT3GHIa4gaKKR+TLnUx6+W1DtylSAWecfMnz+fxYsXx5g/YsQI2rdvbzIvqqaql5cXtWrVAqBw4cL8+eefLFq0iCpVqtC6dWt69erFnTt3yJEjB35+fjx9+pSmTZvy/Plz2rRpQ7NmzYyRlp988gnffPMN586dMxLEWbNmZcyYMZibm2Nra0v16tWN0ZI7d+7k6dOnzJgxg4wZMwIwefJkDh06lKD44jJmzBgmTJgQY35YWJjxesmSJdSpU4devXoZ2544cSKdOnViyJAhmJub0717d9zc3EiXLh0A/fr1Y9OmTQQGBpokiM3NzcmSJQsA2bNnJ0OGDMaykSNHUqFCBQC6d+/OwIEDuX//fqxJ4FOnTlGsWLEY848ePYqTk1OM+Q0aNGD69Olxnoco6dKlw8XFhe3btxsJ4v379/P06VPjAYbRFStWjFOnTr12grhJkyYxyjCEh4ebTH/zzTcMHDiQJk2aAFCoUCFu3LjBN998Q5s2bbC0tGT8+PF06NABiCyZ0bZtW8aMGRNjf9bW1qRPnx5zc3OTkhyWlpZMnTqV9OnTA9C0aVNjdPHLHj58CEDmzJlfeXwhISF89tln9OzZ0zjO7t27061bN+7cuUPevHmByFHElStXBuDKlSv4+vqyfft2ihcvDsDAgQM5fvw4y5Ytw93d/ZX7FREREREREXlXKEEs8o7p3LkznTp1ijE/e/bsMeZdunSJ4OBgPvvsM5N6tyEhIUbys2rVquTOnZtdu3bRuXNnvv/+e5ydnY3kWZcuXdi5cyf+/v5cuXKFs2fPEh4ebpIELFSoEObm5sZ0pkyZjPIF58+f54MPPjCSwwDly5enfPny+Pv7vzK+uAwZMoT69evHmN+0aVPj9dmzZ7ly5YpJ4jXq17JLly5RrVo1OnXqxNatWzl79iyBgYH8+eefgGmi+VWiP+wt6rxFL2MR3Z07dyhfvnyM+Q4ODnh6esaYH5XwTAhXV1c6duzI9evXyZ8/Pz4+PjRo0MBIbEeXPXv2WEsw3Lhxg2bNmhnT+fLlY8eOHXHu09vbO0bt5DNnzhgj0O/evcvNmzfx9PRkxowZRpvQ0FDCwsIIDg6mVKlSZMqUiYULF3Lx4kWT6yyhcuXKZXKusmTJEmcfRD307/79+6/cbqFChWjdujUrVqzg3LlzRmxgeo1EH3UcEBAAQLt27Uy2FRwcTHBwcMIOSERERETeKRYW5pQpUya5w5DXEDWqVP2YcqmPXy0sLCxJ5Q+VIBZ5x2TJkoXChQsnqG3U7e9eXl4x1olKyJqZmdGyZUu2b99OmzZt2Ldvn/FAsydPntC5c2fCwsJo3LgxVapUwdHRkXr16sW6n+iiErEWFnF/jCQkvrjkyJHjlefB0tKS1q1b06dPnxjLbGxsuHnzJh06dCB37tzUq1ePunXrkitXrhgPenuV6MnxKHHdtmFmZhZr4tPa2jrB/RoXJycnihQpwo4dO+jQoQM//fQTCxYsiLVtWFhYrOc4V65cJjWY4+s/iBztmydPHpN5t27dMl5bWloCMHbsWGOEbXQWFhYcPnyYvn37Ur9+fcqXL8+HH35IYGAg48ePj3ff0SWmDwoVKkSOHDk4deoULi4uMZYfOXLEGOl7//59OnfujKOjI9WqVcPFxYXQ0FD69+9vsk7atGljHPP69euxtrY2aRfbe0VERERERETkXaYEsch7rHDhwlhaWnLz5k1q165tzJ83bx5hYWF89tlnALRu3ZpFixaxadMmMmTIQM2aNQHw8/Pj7NmzHDlyxCiXcPnyZcLDwxNct6Zo0aJ8++23PHnyxCjLcPDgQcaOHYuvr2+C4kuqYsWKcenSJZPE64kTJ1i8eDETJ05kx44dPHnyhDVr1hgJxoMHDwKxJxdfLqWQFDY2Nty9e/e1txMXV1dXdu3aRY4cOciZMyfVq1ePtd3du3djLXVhYWHx2onq6DJlykTu3LkJCgqibdu2xvx169Zx9uxZ3N3dWbFiBTVq1GD27NnG8l9++QWI7IeXz/vr9kOaNGlo06YNGzZsoGfPniYPqouIiGDRokUEBQVhY2PDwoULyZs3r8mDGdevX2+0jU1UWYk7d+6YnP+JEydStGhRowSIiIiIiIiIyPsg/iF8IvKfe/r0Kbdu3Yr17+WEVbp06ejevTszZ85k586dXLt2jZUrV/L111+b3BJva2uLo6Mjc+bMoUWLFkayNKq+6vfff8/169c5fPgwgwcPBkjwrfItWrQgQ4YMjBw5kvPnz3PixAk8PDyoXLlyguNLqj59+uDv74+HhweXLl3i6NGjDB8+nEePHmFjY0OePHl4/Pgxu3fv5vr16+zbt88YtRrb8UUluM+ePcujR4+SFJODg4NRgiC6kJCQOPs1eiz//PMPBw4cMPmLXmu3VatWnDt3jjVr1tC6detYRwlHRERw7ty5OB/S9qZ9/PHHLF++nA0bNnD16lW+//57pk6dapSmyJMnD3/++ScnT57k2rVrrFq1ihUrVgBx98ODBw+4fPlynGUkXmXAgAEUKFCATp06sX37dq5du8aJEycYNGgQv/32G1OmTMHMzIw8efJw/fp1fvnlF65fv862bduYNWtWnLFB5A8zLi4ujB07lv3793P16lVmzZrF+vXrKVq0aJLiFREREREREUkuGkEs8o5ZvHhxrA+pAzh8+HCMeYMHD8bS0pJp06Zx+/ZtChYsiLu7O66uribtWrduzfjx42ndurUxz8HBgWHDhrF48WJmzJhBvnz5+PDDDzlw4ACnT5+mY8eOr4w3ffr0LFmyBA8PD9q2bUuGDBlo3LgxX375ZaLiSwo7OzsWLlzInDlzWLt2LZkyZaJevXoMGzYMiKxXfPr0aSZPnszTp08pVKgQAwYMYNGiRZw+fdpkVDNEjkhu3LgxQ4YMoWPHjjRo0CDRMTk7O+Pt7c2DBw9MagMfO3bMGLn9sjlz5hgPePPz88PPz89kee7cuTlw4IDxukaNGhw4cMAoFfKys2fP8uTJE+rUqZPo+JOiY8eOBAcHs2TJEiZNmkTu3LkZMGAAffv2BWDQoEH8+++/9OrVC3Nzc+zs7Jg6dSpDhgzh9OnTVKxY0WR7jRs3ZvPmzbRs2ZKZM2cmKaYMGTKwevVqFi9ezLx58/j777/JlCkTjo6ObNiwwXgAY9euXbl06RJDhgwhLCyMokWLMnHiREaOHMnp06fjTPhOnjyZmTNnMmrUKB49ekTRokXx8vKiWrVqSYpXREREREREJLmYRST0PnIREUmQtm3b0qpVq2QrNTBlyhQePnwY60Px5N0W/YECn57pS3CEHnonIiIi8l/4of1+slnHfDC4vD/0ALOUT338atG/U5YrVy7W5/nERiUmRETesM8++4w1a9YQFhb2n+/74cOH+Pr6xnjImoiIiIiIiIhIbJQgFhF5w2rWrEm5cuXYvHnzf77vb775hq5du2Jra/uf71tERERERERE3j+qQSwi8hZ4eHgky36j6i+LiIiIiIiIiCSERhCLiIiIiIiIiIiIpFJKEIuIiIiIiIiIiIikUkoQi4iIiIiIiIiIiKRSShCLiIiIiIiIiIiIpFJKEIuIiIiIiIiIiIikUhbJHYCIiIjE9P1Hu0mTRr/jpjShoWEAWFiYJ3Mk8raoj1M29W/Kpv5N+eLrY4s0So+ISOqlT0AREZF3UNa02TA31xfUlObMmTMAlClTJpkjkbdFfZyyqX9TNvVvyqc+FhGJnYYmiYiIiIiIiIiIiKRSShCLiIiIiIiIiIiIpFJKEIuIiIiIiIiIiIikUkoQi4iIiIiIiIiIiKRSShCLiIiIiIiIiIiIpFJKEIuIiIiIiIiIiIikUhbJHYCIiIjEFBz2jDT6HTfFsS1WEIAXYU+TORJ5W9THKZv6N2VT/74daUiDpbl1cochIiLxUIJYRETkHbTv+kIizMKTOwwRERGR19Ko4CfJHYKIiLyChiaJiIiIiIiIiIiIpFJKEIuIiIiIiIiIiIikUkoQi4iIiIiIiIiIiKRSShCLiIiIiIiIiIiIpFJKEIuIiIiIiIiIiIikUkoQi4iIiIiIiIiIiKRSShCLiIiIiIiIiIiIpFJKEIuIiIiIiIiIiIikUkoQi8TC2dkZOzs7469s2bI0b96czZs3v/a2R4wYQffu3d/KukeOHMHOzo5//vknacHFIigoCDs7O44dOxZj2T///IOdnR1HjhxJ8PZ+/vlnLl68+Mptv09Gjx7Npk2bgMg+in7tlC5dmrp16zJ9+nSCg4ONdV5uZ2dnh729PXXq1GHChAk8ffrUaOvm5sbo0aNj7Hfq1KmUKlWKrVu3xhpXQmOZMWMGS5Ysee3zEHX9xfZXpUoVALZs2ULp0qVfe19vipeXFw0bNkxwe2dnZ+bPn/8WIxIRERERERH5b1kkdwAi76o+ffrQrVs3AJ49e4afnx/jxo0jZ86c1K1bN3mDi4OTkxN+fn7kyJEjuUOJ1c2bN+nXrx8rV66kWLFiyR3OG3H48GH8/f2ZNGmSMa9ixYrMnj0bgJCQEC5cuMDo0aMJDw9n+PDhsbaDyOvs0KFDTJ48mYiICCZOnBjnfmfOnMnKlSvx9PSkZcuWcbZLSCz9+/fHxcWF+vXrU6RIkcSfhJd899132NjYmMxLkyby90gXFxdq16792vt4U3r27Ennzp2TOwwRERERERGRZKMRxCJxSJ8+PTY2NtjY2FCoUCE6depEtWrV4hyt+S6wsrLCxsbGSMa9ayIiIpI7hDdu9uzZdO3a1eScW1paGtdOvnz5qFOnDm5ubmzbts1k3ejtoq6zDh060LJlS3x9fePc55w5c1iyZAnTp0+PNzmc0FgyZsxIy5Yt39jI2OzZs5scl42NjfGjhbW1NTlz5nwj+3kTMmTIQPbs2ZM7DBEREREREZFk825mkUTeUenSpcPMzMyYfvDgASNHjqRKlSpUrlyZPn36cPnyZWP5iBEjGDx4MG5ublSoUIG1a9eabC8iIoJRo0ZRs2ZNLl26BMCiRYuoX78+9vb2NG7cmDVr1pisExISwpQpU6hSpQrly5dn2LBhRjmCl0tMODs74+npSePGjalatSpnzpwhODiYqVOnUrNmTcqXL0+XLl04efLkGzk/4eHhzJ8/n0aNGmFvb0/FihX59NNPuXv3LgB16tQBoGvXrowYMcJY7/fff8fV1RV7e3uaNm3KTz/9ZCy7f/8+I0eOpGbNmpQpU4aaNWvi6elJeHg4+/bto0yZMjx+/NhoX69ePXr06GFM+/v7U7p0ae7evcuLFy/w8PCgXr162NvbU7VqVUaOHMmzZ88ICQmhatWqeHt7mxzTnDlzaNWqVazHe+LECc6cOZOgEgUvXzvxsbKywtzcPNZlCxYsYNGiRcyYMYNmzZolaHsJiaVJkybs3LmTmzdvJmmbCfVyiQk7Ozs2b95M586dKVu2LHXr1mXDhg3G8vj6LGp7TZo0YcOGDTg7O2Nvb0+nTp2M9xPA48ePmThxItWrV8fJyYlevXoZ79OXS0wcOXKELl264OTkhL29Pa1ateLAgQOxHsvt27cZOHAglStXply5cnTv3p2zZ8++0fMlIiIiIiIi8rapxIRIAkRERHD48GF++eUX5s2bB0QmQ/v27UvGjBnx9vYmXbp0rFq1ik6dOuHr60u2bNkA8PX1ZfTo0UyYMIHMmTPj7+9vbNfd3Z0DBw6wcuVKPvjgA3788UeWLFnC7NmzKVSoEIcOHWLs2LGUKFGCSpUqAXDs2DFKlCjBhg0bCAwMZNCgQRQqVIiBAwfGGvu6detYtGgRadOmpVSpUnz++edcu3aN2bNnkyNHDnbs2IGbmxs+Pj7Y2tq+1nlatmwZK1euZNq0aRQtWpSLFy8ycuRIFixYwOjRo/nuu+9o06YNXl5eVKtWjQcPHgCwevVqpkyZQsGCBfnf//7H559/zqFDh0iXLh3Dhw/n3r17LFiwgKxZs3LgwAEmTZpEhQoVqFGjBubm5hw5coT69esTGBjI33//zb179wgJCcHS0pIDBw5Qrlw5smfPjru7O35+fkyfPp08efLg7+9v1Ont3r07zZs3x8fHh969exv97uPjg5ubW6zH++OPP+Lo6EjWrFnjPS+BgYGsX7+ejz76KN52YWFh+Pn5sW3bNtq1axdjube3N7Nnz8bNzQ0XF5cE9EjCY7G3tydr1qwcPHjwlXG+aTNmzGDcuHFMnTqVlStXMmHCBGrWrEn+/Pnx9PSMt88gspb1999/z9y5c0mTJg1ffvklkyZNYvny5QAMHjyYoKAgZs6cSe7cuZk1axa9e/dm9+7dJnH8/fff9OnThx49euDh4cGTJ0+YPXs2w4cPZ//+/VhZWZm0nzhxIqGhoaxbtw4zMzNmzpzJp59+yt69e/+L0yYiIiLyXggLDeXMn2eSOwwgcvABwJkz70Y88mapf1M+9fGrJfXObSWIReIwf/58Fi9eDEBwcDChoaE0bNjQSNT++uuvnD59mqNHj5IxY0YgMmH066+/snHjRvr16weAjY0NXbt2jbF9T09PfvjhB1atWmUkZq9evYqlpSX58uUjf/78tG3blgIFCvDBBx8Y6+XJk4dx48ZhZmZGkSJFqFGjBn/88Uecx+Hs7EzlypUBuHLlCr6+vmzfvp3ixYsDMHDgQI4fP86yZctwd3ePczu9evWKUbri5Q8eW1tbPD09jRqz+fPnp1atWpw/fx7AuJU/S5YsZMqUyUgQDxw4kFq1agGR9XB3797N5cuXKVOmDLVq1aJKlSpGvJ07d8bb25tz587RoEEDqlSpwqFDh6hfvz6HDh2iRo0aHDt2jNOnT1O+fHkOHjxojBB1dHSkWbNmVKhQAYACBQqwdu1aIz5XV1dWrVrF+fPnKVGiBMePH+fmzZtxlnE4depUrLWUjx49ipOTEwChoaEEBwdTqFChGLVuo7cDeP78OXnz5qVnz57079/fpO3+/fvZtm0blStX5ttvv6Vz584JSugnNBaAYsWKcerUqddOEDdp0iTGCGUfHx8KFiwYa/sPP/zQSHgPGjSIlStX4u/vT/78+V/ZZxA5qn7ixIkULVoUgHbt2jFr1iwALl++zMGDB1m5cqXxoDx3d3cWLlzI/fv3TeIICQnhs88+o2fPnkb83bt3p1u3bty5c4e8efOatL9y5Qp2dnYUKFCAtGnT4u7uzsWLFwkPD39ny7yIiIiIiIiIvEwJYpE4dO7cmU6dOgGRCeILFy4wffp0PvnkExYvXkxAQABhYWFGYjPKixcvTG5vL1CgQIxtHz9+nF9//ZV8+fKRK1cuY37Lli3ZvHkzjRo1okSJEtSsWZPmzZubPHSuUKFCJsm3LFmyxFsWIHpSLiAgACDG6NTg4GCCg4PjPR8eHh6UKVPGZN6tW7dMEo3Ozs6cOHGCWbNm8ddff3H58mUuXbpExYoV49129AejZc6cGYhMlgJ07NiRffv2sWnTJgIDAzl37hz//PMP4eHhANStW5fVq1cDkUn7GjVqEBwczNGjR7G1tcXf3x8PDw8AWrVqhZ+fH9OmTSMwMJCLFy9y9epVo49Kly6NnZ0d27Zt48svv8THx4datWrFWaP2zp07lC9fPsZ8BwcHPD09gchRwf/88w8LFiygbdu2bN261RhdHtUuIiKCs2fPMnnyZCpXrkz//v2xtLQ02eb9+/eZNWsW1atXp1WrVgwdOpT169fHGNWa1FggMoF/+/btGNu4ceOGSTmLfPnysWPHjjj36e3tHeMhdXny5ImzffT+z5QpExCZrIVX9xmAmZkZhQsXNtlG1PpRiWQHBwdjebZs2UxKnEQpVKgQrVu3ZsWKFZw7d44rV64YJSPCwsJitB8wYADDhw9nz549VKpUidq1a9OiRQslh0VERESiMbewiPE9IrlEjTp8V+KRN0v9m/Kpj18tLCwsSWVElSAWiUOWLFlMkk7FixcnNDSUL7/8kgsXLmBpaUnWrFnZuHFjjHXTp09vvLa2to6xPEOGDCxYsICBAwfyv//9j7FjxwKRCTofHx+OHz+On58f+/fvZ+nSpXh4eODq6goQa23a+G4hSJs2rfE6Kum4fv36GHG9KtGYK1cuk/Px8rbh/0Zdu7q6UqtWLfr168fKlSu5ceNGvNuOLaEWERFhlPH466+/aNGiBa1atcLBwYFu3boZ7erVq4e7uzs3btzgyJEj9O/fn6dPn3L06FHy589PoUKFjBHYo0ePZt++fbRp04ZGjRoxZMiQGKOmXV1dWb58OZ999hm+vr589dVXccZtZmZmJKqjs7a2NjlXH3zwAUWLFqV27drs3LnTSKpHb1ekSBHy5MlDly5dsLKyihFX8+bNjZHQnp6edOnShVmzZjF8+PB4z21CY4HIf0hi64tcuXKZPJzRwiL+fzoKFCgQb0L4ZbFde1HXdEL6LE2aNDFiilr/VbFGd/78eTp37oyjoyPVqlXDxcWF0NDQGKO5ozRp0oTq1auzf/9+Dh06xPz581m4cCHbtm17px7EJyIiIiIiIhIfJYhFEiEq6RQeHk7x4sWNW9SjEnBhYWF88cUXNGzYMN4asSVLlsTJyYnRo0fz+eef07RpUypWrMjOnTu5d+8enTt3plKlSgwZMoQ+ffrg6+trJIhfR1SZhjt37lC9enVjftTt+V26dHmt7S9evJhBgwaZPCTuypUrRpIuoQ9pixIQEICfnx9btmwxfiF8/Pgxt27dMvoiX758lChRgqVLlwKR5/bZs2d4e3uTMWNGnJ2dAbh37x6bN2/Gy8uLRo0aAZElF65du0a+fPmMfbZo0YLp06ezdOlS0qRJYzxYLzY2NjbGA/heJfq1ExcnJyd69+7NN998Q4MGDYxSHWD6w0CFChXo2bMnS5YsoWbNmtSoUSNBMbwqlrt378ZaMsPCwiLGjwP/hYT2WXyiyk788ccfRnmYx48f07BhQ7y8vEzabtiwgbx585o8qHD9+vVAzB9hQkNDmTlzJi1btqRFixa0aNHCeF8dPXo0yTWiRURERERERP5rug9WJA5Pnz7l1q1b3Lp1i5s3b3Lo0CG8vLwoVaoUJUqUoFq1apQrV47Bgwdz7Ngx/vrrL8aMGcOPP/5IiRIlErQPFxcXatWqxejRo3nx4gXBwcF4enri4+PD9evXOXz4MAEBATg6Or6RYypcuDAuLi6MHTuW/fv3c/XqVWbNmsX69euNRNrryJs3L35+fly6dIkLFy7g7u7OiRMnjPIVGTJkAODcuXPcu3fvlduzsbHBwsICX19fgoKCOHHiBAMGDIhREqNevXps2LCBSpUqkSZNGhwcHDAzM+OHH36gfv36AGTMmJGMGTOyb98+rl69SkBAAEOHDuXvv/822VaOHDmoXbs2CxYsoEWLFvGOrHZwcDDKdkQXEhJiXDu3bt3izJkzjBkzhvTp0xuJzrgMGDCAIkWKMGHCBJ4+fRpnu88++4zixYszfPhwI0n95MkTbt26laRYIiIiOHfu3Bu71t6EhPZZfGxtbalfvz4TJ07k2LFjXLp0iZEjR5IpUyaTshMQWQbj+vXr/PLLL1y/fp1t27YZtYxf3p+FhQVnzpxh3LhxnDp1imvXrrFhwwYsLS11u5OIiIiIiIi8V5QgFonD4sWLqVmzJjVr1qRevXoMGzaM8uXLs3DhQszMzDAzM+Prr7+mWLFiDBgwgDZt2hAYGMiSJUtiHYUZl/Hjx/Pvv//i5eVF69at+eyzz/Dy8qJx48aMGDECV1fXOG9xT4rJkydTp04dRo0aRfPmzTlw4ABeXl5Uq1bttbft6enJw4cPadOmDT169OD+/fsMHTqUixcv8uzZMzJmzIibmxszZsxgzJgxr9xe7ty5+eqrr9i1axdNmzblyy+/xNHRkZYtW3L69GmjXd26dQkODqZq1apAZCmNSpUqkSVLFuMBbZaWlsyePZszZ87QvHlzBgwYQJYsWejZs2eMh/y1bt2a58+f07p163jjc3Z25ty5c8bD9qIcO3bMuHZq1apF9+7dCQ8PZ+nSpeTOnTvebaZNm5ZJkyZx48YN5syZE2c7Kysrpk+fzv379xk1ahQAS5cupWbNmkmK5ezZszx58iTeEdP/tcT0WXymTp1K2bJlGTBgAO3atSMkJARvb+8Yyf+uXbvSsGFDhgwZQsuWLVmzZg0TJ04kffr0JtdblJkzZ1KgQAH69euHi4sLe/fu5euvv06W0dYiIiIiIiIiSWUWEV/xUhGRVGj16tVs3LgRHx+fV7Zt27YtrVq1eu3yHMltypQpPHz40HignSSP6A8U+Dv7z0SYxV2SREREROR90KjgJ6Q1T//qhv8BPeAqZVP/pnzq41eL/p2yXLlysT7HKjYaQSwi8v/98ccfbNu2jW+++SbBCd/PPvuMNWvWEBYW9paje3sePnyIr6/vGx2pLiIiIiIiIiLvByWIRUT+v99//51x48ZRo0YNPvroowStU7NmTcqVK8fmzZvfcnRvzzfffEPXrl2xtbVN7lBERERERERE5D9mkdwBiIi8K7p27UrXrl0TvZ6Hh8dbiOa/M2zYsOQOQURERERERESSiUYQi4iIiIiIiIiIiKRSShCLiIiIiIiIiIiIpFJKEIuIiIiIiIiIiIikUkoQi4iIiIiIiIiIiKRSShCLiIj8P/buPa7n+///+C2VhSIshzmEENNBzswxp0ROm8PQYo6LOZ9SkhyzOS3DHOZ8NkvmOAyfxmyOaxoZymFmRmwM6fD7w6/3t7dKOTZ1v14u78t6vw7P5+P1fL4aHu/n+/ESERERERERyabMMjsAERERSalxsb7kMNXnuFlNfFwcAKZm+itYVqU5zto0v1mb5vflyKF1aSIi/3n6k09EROQ/KKdpLkxNTTM7DHnBTp0+BUClSpUyORJ5WTTHWZvmN2vT/IqISHalj/JEREREREREREREsikliEVERERERERERESyKSWIRURERERERERERLIpJYhFREREREREREREsikliEVERERERERERESyKbPMDkBERERSSnx4l8R4fY6b1diXKQZAYuydTI5EXhbNcdam+c3aNL8ZZJIDE/PcmR2FiIi8QEoQi4iI/Acl/hBIInGZHYa8YEkp/8RMjUJeJs1x1qb5zdo0vxljUmdiZocgIiIvmJYmiYiIiIiIiIiIiGRTShCLiIiIiIiIiIiIZFNKEIuIiIiIiIiIiIhkU0oQi4iIiIiIiIiIiGRTShCLiIiIiIiIiIiIZFNKEIuIiIiIiIiIiIhkU0oQi4iIiIiIiIiIiGRTShCLiIiIiIiIiIiIZFNKEIuIiIiIiIiIiIhkU0oQi7zGXF1dsbe3T/XVqlWrNM87cuQI9vb2XL58GQBPT098fX1fVdgpPG3/9+7dY9WqVS8xooyJi4tj6dKlhvebNm3i7bfffmX9X758GXt7e44cOfLE4+bOncusWbMACA4OTvOesbe3Jzw8HEh5Lb169aJevXrcunXLqO07d+7QtGlTRo4cCcCaNWsIDAx87ms7fPgw9vb2/PHHH+nue/x+CA4OpmnTpkDKMUp+ryUmJhISEsKNGzfS7VNEREREREQkqzLL7ABE5Pn07t0bLy+vFNvNzDL+6x0cHPxUx2e2pUuXsmHDBrp27ZqpcWzbto0pU6bQvXt3ANzd3alfv36mxvS4c+fOsX79erZt22bYVqxYMdatW5fq8fnz5091++TJk/Hw8CAgIMCQbAbw9fUlR44cjBs3DoCOHTvi4eHBkSNHqFat2ou7kCd4/H748MMP07w3kt/rx44dY9SoUezZswcAFxcXwsLCKFiw4CuJW0REREREROS/4PXJCIlIqnLnzo2Njc1ztWFtbf1ignlFEhMTMzsEIGUcFhYWWFhYZFI0qZszZw5t27Yld+7chm2mpqZPfc8UKlSI8ePHM2jQIBo1akSbNm1YtWoVe/bsYe3ateTJk8fQtqenJzNnznxlq7wfn4c8efIY4nlc8nv98fNy5sz53L9LIiIiIiIiIq8blZgQyQZOnz5Nt27dcHZ2plWrVpw6dcpof/Kv3f/777/4+PhQp04dHB0d6dixI4cOHTIce+/ePT799FNcXV1xdHSkQ4cORvtHjx7NmDFjmDhxIjVr1sTFxYVhw4Zx586dDMdrb2/Pxo0b6dq1K46OjjRs2NCw4nXTpk3Mnj2bK1euYG9vz+HDhwHYvXs3rVu3xtHRETc3NxYvXkxCQgLwf2UG5s+fT+3atWnRogUXLlzA3t6enTt30q5dOxwcHGjevDm7d+82xHHr1i18fHyoW7culSpVom7dugQFBZGQkMDhw4cNZRXs7e3ZtGlTirIMMTEx+Pv7U69ePZydnfHy8iIiIsJo3KdPn86IESOoUqUKNWrUIDAwkLi4OMMxa9asoVWrVjg6OuLi4sKHH35IdHR0hsbx6tWr7Ny5kxYtWmR47J/Ezc2NNm3aMHHiRH788UemTZvGsGHDcHBwMDquWbNmHD9+3FCu4mVK7X5IXmLicUn3+uXLlw2rjBs3bkxwcHCKEhOxsbFMnTqVunXrUqVKFbp168aJEycMbf31118MGDCAGjVqULlyZbp3786vv/760q9ZRERERERE5EXSCmKRLO727dt0796dWrVq8dVXXxEVFcXYsWPTPP6zzz7jt99+Y/HixVhaWrJo0SIGDBjA//73P3Lnzs2QIUM4e/Ys48eP56233mLNmjX06tWL1atX4+zsDEBoaCgdOnRg7dq1XLx4kcGDB2NnZ4e3t3eG4/7000/x9/dn6tSpLF++nICAAOrWrYu7uzvnz59ny5YtbNy4kXz58rF//36GDx+On58fNWrU4OzZswQGBnLv3j0GDBhgaHPr1q2sXLmS+/fvY25uDsC0adMYN24ctra2zJw5k1GjRhmuddSoUcTExDBv3jysra05cOAAEyZMoGrVqtSvXx9/f38CAwMJCwvDysrKqIxDfHw8H374IQCzZs3C0tKSefPm0a1bN0JDQylevDgAS5Yswdvbm5CQEI4dO4aPjw/Ozs60adOGHTt2MGXKFKZOnYqzszNXrlxh7NixBAUFMXfu3HTHcP/+/RQqVAh7e/sMj3t6xo4dy08//USPHj2oU6eOobxGcgULFsTBwYG9e/fi6Oj4wvpOTWr3w48//pjueUWLFmXu3Ll4e3uzYcMG7Ozs+OWXX4yOGTlyJJcuXWLWrFkULFiQrVu34unpSWhoKKVLl2b8+PHExcWxZs0aTExMmD59Oh9//LHRhwwiIiIiWU18fBxnHltw8rp48OABQIoFM5I1aH6zPs1x+p71G9daQSzymps7dy4uLi4pXkkrbrdu3crDhw+ZNGkSZcuWpUmTJkZJ08dFR0eTJ08eihcvTokSJRg1ahTBwcGYmpry22+/8d133zF+/Hjq1auHnZ0dfn5+VKpUicWLFxvasLa2xs/Pj9KlS9OgQQPq1KljtPIyI959913c3d0pUaIEAwcOJCEhgZ9//hkLCwty585tKJOQM2dO5s+fz/vvv897771HyZIlady4McOGDWPhwoWGVcQAXbt2xc7OjkqVKhm29ezZk/r162Nra0u/fv24c+cOv/32GwD16tVj0qRJODo6UqJECbp27UrRokU5c+YMOXPmxNLSEgAbG5sUpSXCwsKIiIhgxowZVK1aFXt7e6ZNm0bevHmNSi9UrFgRb29vSpYsSdu2bbG3tzeMVYECBZg8eTLu7u4UK1aMGjVq0LJlSyIjIzM0hidPnqRs2bIptl+6dCnVeyYjNZ2trKyoWbMmcXFx1KhRAxMTk1SPK1euHCdPnsxQnM8jtfshI0xNTcmXLx/waJwfL0kRHR3N9u3bmTp1KtWqVaN06dIMGDCAatWqsWTJEsMxVlZWFC9enDJlyhAYGMikSZOM7jkRERERERGR/zqtIBZ5zXXt2pUuXbqk2F6gQAEAzp49S+nSpY0SYJUrV06zvZ49e+Lt7U3t2rVxcXGhXr16tG7dmjfeeMOQmHRxcTE6p2rVquzbt8/wvmTJkpiamhreW1lZce3atae6rlKlShmdD/Dw4cNUj/31118JDw9n7dq1hm0JCQncv3+fK1euGJKYJUqUSHFu6dKlDT8nJXyT+nn//ffZs2cPGzZsICoqijNnzvDHH39kKAEYGRmJtbW1Ufs5c+bEycmJs2fPpnqdSdea1H+NGjWIjIxkzpw5nD9/ngsXLhAZGUnhwoXT7R/gxo0bqT50rmjRoixdujTF9jfeeCPdNvfs2UNISAh16tQhODiYRo0apZqELlCgQJolJh6/f44fP57imKQHyaU21knbXuaDFZNKgXTs2NFoe2xsLLGxsQB4e3szatQodu3aRfXq1alfvz4eHh7kyKHPXkVERCTrMjU1M1pw8TpJWnX4usYvT6b5zfo0x+mLj49/6gV6oASxyGsvX7582NraprnfxMQkxVcMksorpKZatWrs37+fsLAwwsLCWLVqFfPmzWP9+vVpPoAtISHBKFmX2irOp/2aw9O0YW5uTq9evfDw8Eixr3Dhwvz5559A6gnQ1MYiMTGRhIQE+vTpw4ULF/Dw8KBNmzY4OTnh5eWVofhfxFiFhITg5+dH69atqVatGt26dePAgQOEhoZmKAYTE5NUE6xmZmZPvGfScu3aNcaMGcO7777L2LFjadu2LcOHD2f9+vUpriM+Pj7NRGlISEi6fSWt7v3nn39S7Pv7778xMTEhb968T30NGZV0X6xduzbFXCZdq5ubG3Xq1GH//v0cPHiQuXPn8sUXX7B582befPPNlxabiIiIiIiIyIukZU4iWVzFihU5f/48t2/fNmx7vNZqcnPmzOHYsWM0bdqU8ePHs2vXLszNzdm3b59hpeixY8eMzjl27Fiqq0hflsfLGpQtW5aoqChsbW0Nr8jISGbOnPnMfURERBAWFkZwcDBDhgyhZcuW5M+fn+vXrxsSuGmVV0iK6datW5w/f96wLTY2lvDw8AyP1eLFi+ncuTOTJ0+mS5cuVKlShYsXL2Y42W5jY8PNmzczdGx6EhISGDFiBHnz5mXMmDFYWFgwbdo0zp49y2effZbi+JiYGAoVKpRqW8nnKa1EdalSpciTJ0+Kew3g6NGj2NvbGxK1T5qHJ3nSeeXKlQMercJOHuvSpUvZs2cPcXFxBAUFceXKFTw8PJgyZQpbt27lr7/+ylANZBEREREREZH/CiWIRV5z//77L9evX0/1lZiYSIsWLciXLx8jR44kMjKS//3vf6km9JJcuXKF8ePHc/jwYa5cuUJoaCj//PMPzs7OlCxZkpYtWxIQEEBYWBjnzp1jypQpnDp1ig8++OCVXXOePHm4ffs258+f58GDB3z00Uds3bqVBQsWEBUVxb59+/D398fCwiLDNWkfZ2Njg5mZGdu3b+fy5cscP34cb29voxIDSWU7wsPDuXv3rtH5tWrVwsXFheHDh3P06FEiIyPx8fHh77//plOnThmKoUiRIhw9epTTp08TFRXFnDlz2LZtm6H/9Dg5OfHrr7+m2B4fH5/mPXPv3r1U21qwYAFHjhzhk08+MVy3k5MTffv2ZfHixRw5csTo+IiICJycnDIUZ2rMzMzw8vJixowZfPXVV1y6dInTp0/zxRdfsHbtWj766CPDsY/fDxmVdB2//vpripXKtra2uLu7M3bsWPbv38/FixeZOXMma9euxc7ODjMzM06dOoW/vz8nT57k0qVLrFu3DnNzc33dSURERERERF4rShCLvOYWLlxI3bp1U33FxMRgaWnJsmXLiIuLo0OHDgQGBtK7d+802/Pz86NWrVoMGzaM5s2bs3TpUqZMmUKNGjUAmDBhAvXq1WPEiBG0b9+ekydPsnjx4hR1ZV+m5s2bU6xYMVq3bs2+ffuoX78+06ZNY8uWLbRq1Qp/f3/atm1LYGDgM/dRuHBhJk+ezI4dO2jRogUjRozA2dmZ1q1bG2rr1qxZkxo1avD++++zfv16o/NNTEyYM2cOpUuXpm/fvnTq1Ilbt26xevXqVGshp2bs2LFYWVnRuXNn3n//fcLDwwkMDOTGjRv8/vvv6Z7fsGFDbt++zZkzZ4y2X7lyJc17ZvXq1SnaOXnyJMHBwfTr1y9F/Wpvb2/efvttRo4cyZ07d4BHq4cjIyNp0qRJhq4zLQMHDuTjjz9m2bJleHh40LVrV/bt28esWbNwc3MzHPf4/ZBRZcuWpXnz5gwZMiTVD00mTpxIgwYNGDNmDK1ateLAgQMEBwdTu3ZtAKZPn07x4sXp27cv7u7u7N69m88///yZyneIiIiIiIiIZBaTxKctDCoiIq+NQYMG8dZbbzFq1KhX1ufSpUvZvXs3K1eufGV9ZhXJHyjg9M8aTInL3IBEREREHmNSZyImOS0zO4xnogdcZW2a36xPc5y+5P+mrFy5Mqamphk6TyuIRUSysAEDBrBlyxbD6t6XLS4ujjVr1jBw4MBX0p+IiIiIiIiIPB8liEVEsrBy5crRuXNnFixY8Er6W7duHbVq1TKUJBERERERERGR/zazzA5ARERergEDBryyvrp27frK+hIRERERERGR56cVxCIiIiIiIiIiIiLZlBLEIiIiIiIiIiIiItmUEsQiIiIiIiIiIiIi2ZQSxCIiIiIiIiIiIiLZlBLEIiIiIiIiIiIiItmUWWYHICIiIimZ1PLHJIc+x81q4uPjADA11V/BsirNcdam+c3aNL8ZZKK/n4iIZDX6k09EROQ/yMQ8DyamppkdhrxgZ06dAqBSpUqZHIm8LJrjrE3zm7VpfkVEJLvSR38iIiIiIiIiIiIi2ZQSxCIiIiIiIiIiIiLZlBLEIiIiIiIiIiIiItmUEsQiIiIiIiIiIiIi2ZQSxCIiIiIiIiIiIiLZlFlmByAiIiIpxcbfI4c+x81ySpctAcCD+H8zORJ5WTTHWZvmN2vLzvObgxyYm1pkdhgiIpJJlCAWERH5D9pz5QsSTRIyOwwRERHJBpqV6J/ZIYiISCbS0iQRERERERERERGRbEoJYhEREREREREREZFsSgliERERERERERERkWxKCWIRERERERERERGRbEoJYhEREREREREREZFsSgliERERERERERERkWxKCWIRERERERERERGRbEoJYhEREREREREREZFsSgliEckQV1dX7O3tDS9HR0datWrFxo0bUxzXpEkT7t27l6INT09PfH19iY+Pp3379jRu3DjV47Zt24a9vT179+5Nse/w4cPY29vj4ODAP//8k2L/n3/+ScWKFXn77bczfG3BwcE0bdoUgMuXL2Nvb8+RI0cyfP6ziI2NpU2bNpw7dw7IvPG9ceMG7u7uqY7l0/L09DS6huSvlStXGuKfO3fuc/f1otjb27N58+YMHbtp06anuq9EREREREREXgdKEItIhvXu3ZuwsDDCwsLYunUrXbp0wd/fn3379hkdd+nSJWbMmJFmO6ampkyePJlr164RHBxstO/27dtMmjSJdu3a4erq+sR49uzZk2Lbjh07SExMzPhFZZJ58+ZRpUoV7OzsDNsyY3wLFiyIh4cHQUFBL+S6WrVqZbiG5K93330XgI0bN9K9e/cX0teLEBYWhpubW2aHISIiIiIiIpJplCAWkQzLnTs3NjY22NjYULJkSbp06ULt2rUJCQkxOq5EiRKsXLmSY8eOpdlWhQoV6N27N8uWLePXX381bJ82bRpmZmb4+vo+MZZatWqxc+fOFNu3b99O1apVn+7CXrFbt26xdOlSevToYbQ9s8a3W7dubNmyhejo6Oe+NgsLC8M1JH/lypULgAIFCpA7d+7n7udFsbGx4Y033sjsMEREREREREQyjRLEIvJccuXKhYmJidG2du3a4eLigq+vLw8ePEjz3I8++ohSpUrh7+9PYmIiR44c4auvvmLixIlYWVk9sV83Nze+//577ty5Y9h27do1fvnlF0O5iCSxsbFMnTqVunXrUqVKFbp168aJEycydH1xcXEsXLiQZs2a4ejoiIeHB9u2bTPsDw4OpmfPnnz++efUrVsXJycn+vTpw7Vr19Jsc926dZQuXZqSJUum2/+rGF8rKytq167NsmXL0o3neSUvMZGRsTt8+DDdunXDxcUFBwcH2rRpw4EDB4za+/LLL+nXrx/Ozs688847zJkzx6jP/fv306FDB5ydnXF1dWXRokWGfclLTDx48IApU6bQqFEjHBwcqFWrFj4+PqmW6YBHJSdatGiBg4MDjRo14rPPPiMhIeGFjZWIiIiIiIjIq2CW2QGIyOspMTGRQ4cO8f3336dIyJmYmDBp0iTatGlDcHAww4cPT7WNnDlzMnnyZDp37szGjRtZsWIFHTp0oF69eun2X6tWLXLlysX+/ftp2bIl8Gj1cJ06dcibN6/RsSNHjuTSpUvMmjWLggULsnXrVjw9PQkNDaV06dJP7Gfq1Kl88803BAQEYG9vz86dOxk6dCimpqY0b94ceJTEzJMnD0uWLOH27dsMHjyYzz77jEmTJqXa5t69e2nQoMET+33V49ugQQO++OIL/P39nxjXi/aksbt69Sq9e/emR48eTJkyhbt37zJr1ixGjRrF/v37yZkzJwCzZ89mzJgx+Pr6smPHDj799FNq1apFtWrVOH78OP369aNv375MmzaN3377jZEjR5I3b146duxoFEtQUBBhYWF88sknFClShJ9//pnRo0djb2+foizG6dOn8ff3Z8aMGTg4OHDq1CmGDx9OyZIladu27SsaPREREZEXIz4ujlOnT2V2GC9d0uKKU6ey/rVmR5rfrE9znL5nLbmpBLGIZNjcuXNZuHAh8GhVblxcHE2bNqV69eopji1dujQDBw5kxowZuLm54eDgkGqbzs7OeHl5ERAQQOHChRk1alSGYjEzM6NJkybs3LnTKEH8/vvvG63ijI6OZvv27XzzzTeUK1cOgAEDBnD06FGWLFlCYGBgmn3cuXOHNWvW4O/vb6hT269fP06fPs2CBQsMCeLExEQmT56MpaUlAO7u7nz//feptpmQkMAvv/yCl5dXin2ZOb7lypXj6tWrXLt2jcKFC6c5JukJCQkxWmENj8YjrWT5k8bu4cOHDBo0iA8//NCwirp79+54eXlx48YNihYtCkCjRo3o1KkT8KiO84IFCzhx4gTVqlVjxYoVVKtWjcGDBwOPxm3cuHGYmpqmiMXZ2ZmWLVsaSpQUL16c1atXExkZmeLYS5cuYWJiwltvvWV4LVmyhCJFijztkImIiIiIiIhkKiWIRSTDunbtSpcuXYBHCcyzZ8/yySef0L9/f0NiM7kePXqwc+dOfHx82LRpU5rtDh48mCVLltC3b19DojAj3Nzc+Pjjj7l37x4xMTH8+uuvNGnShF27dhmOiYiIAEixWjQ2NpbY2Ngntn/+/Hni4uJwcXEx2l69enX27t1reP/mm28axW1lZcXDhw9TbfPWrVvExcWRP3/+FPsyc3wLFCgAwI0bN1IkiP39/dmyZYvh/fjx42ndunWq7TRp0oShQ4cabcuTJ0+asT1p7JJW4y5btowzZ84QHR1tqKccHx9vOKdUqVJGbSZvIzIykvr16xvtT2uFb5s2bQgLC2PatGlERUXx22+/cfHiRYoXL57i2Hr16uHs7My7776Lra0tdevWxc3NjbfeeivNaxURERH5rzI1M6NSpUqZHcZLl7TqMDtca3ak+c36NMfpi4+Pz3BJzeSUIBaRDMuXLx+2traG9+XKlSMuLo4RI0Zw9uxZwwrdJKampkyePJl27doxf/78NNu1sLAw+m9G1a5dmzfeeIP9+/dz9epV6tWrlyIBam5uDsDatWtTtJ9UoiAtaT28LD4+HjOz//vfZ2rtpPe1juQJziSZOb5Jq65z5EhZmn7QoEH07NnT8L5gwYJptmNpaWl0Del50thFRkbStWtXnJ2dqV27Nu7u7sTFxdGvX78Mt5F8ntLj6+vLnj17aNeuHc2aNWPIkCFprjC3sLBg5cqVhIeHc+DAAf73v/+xatUqPv74YwYMGJDhPkVEREREREQymxLEIvJckhJxaT2cq1y5cnz00UfMmzePggULZujBbBllZmZG48aN2bVrF7///juenp6p9g+PVsbWqVPHsH38+PHY2dnRrVu3NNu3tbXF3NycY8eOUb58ecP2o0ePUrZs2WeKOX/+/Jibm3Pz5s0MHf+qxjcpnkKFCqXYV7BgwScmhV+WdevWUbRoUaOHyq1duxbIeF0lOzs7fvnlF6NtM2fO5OzZs4aH5QHExMSwceNGgoODadasGfDoAYWXLl1KdVXw999/z4kTJ+jfvz+Ojo7079+fgIAAtm3bpgSxiIiIiIiIvFZSLhUTEUnDv//+y/Xr17l+/TrXrl3j4MGDBAcHU7FiRaME6uP69OmDnZ0df/zxxwuPyc3Nje+++44zZ87QqFGjFPttbW1xd3dn7Nix7N+/n4sXLzJz5kzWrl2LnZ3dE9u2sLCgR48ezJo1ix07dhAVFcWCBQvYtWsXPXr0eKZ4TUxMcHBwMJRKSC4zxzciIoLixYsbSk38FxQpUoQrV67w/fffc+XKFTZv3szMmTMB0i0PkuTDDz/kp59+Yu7cuURHR7Nz506WL1+Oq6ur0XGWlpZYWlqyZ88eLl68SEREBMOGDePq1aup9mVubs7nn3/O8uXLuXTpEsePH+fw4cM4Ozs//4WLiIiIiIiIvEJaQSwiGbZw4UJDLVxTU1MKFChAnTp1GDZsmOEhYqkxNzdnypQpdOjQ4YXHVLt2bXLmzEnNmjXJnTt3qsdMnDiR6dOnM2bMGP755x/s7OwIDg6mdu3a6bY/cOBAcuTIweTJk4mJicHOzo4ZM2bQokWLZ47Z1dWVHTt2pNiemeN7+PBhGjdu/MznvwwffPAB586dY8iQIcTHx2NnZ8f48ePx8fEhPDw83QQ/PKpNFRwczGeffcbcuXMpUqQIQ4YM4b333jM6ztzcnFmzZhEUFESrVq0oUKAA9evX58MPP2T37t0p2q1RowaTJ09m0aJFfPrpp1haWtKkSRNGjhz5wq5fRERERERE5FUwSczo93RFROSFuHnzJo0bN2bdunVPXBn8KuNp1KgRoaGhT1U/WF685A8UuFpgH4kmqZcWEREREXmRmpXozxumqS+2yEr0gKusTfOb9WmO05f835SVK1fG1NQ0Q+epxISIyCtWoEABPvjgA5YvX57ZoQCwevVq3N3dlRwWERERERERyYaUIBYRyQTe3t6cPHmSc+fOZWocN27c4JtvvmH06NGZGoeIiIiIiIiIZA7VIBYRyQRvvPEGW7ZsyewwKFiwYKr1kEVEREREREQke9AKYhEREREREREREZFsSgliERERERERERERkWxKCWIRERERERERERGRbEoJYhEREREREREREZFsSgliERERERERERERkWxKCWIRERERERERERGRbMosswMQERGRlBoX60sOU32Om9XEx8UBYGqmv4JlVZrjrE3zm7Vl5/nNobVjIiLZWvb7k09EROQ1kNM0F6amppkdhrxgp06fAqBSpUqZHIm8LJrjrE3zm7VpfkVEJLvSx4QiIiIiIiIiIiIi2ZQSxCIiIiIiIiIiIiLZlBLEIiIiIiIiIiIiItmUEsQiIiIiIiIiIiIi2ZQSxCIiIiIiIiIiIiLZlFlmByAiIiIpxd+8CTn0OW5WU+7NNwGIv3EjkyORl0VznLVpfrO2rDq/JmZm5MiXL7PDEBGR/zAliEVERP6DrtWsjcmDB5kdhoiIiLzmiv58IrNDEBGR/zgtTRIRERERERERERHJppQgFhEREREREREREcmmlCAWERERERERERERyaaUIBYRERERERERERHJppQgFhEREREREREREcmmlCAWERERERERERERyaaUIBYRERERERERERHJppQgFhEREREREREREcmmlCAWec2MHj2a7t27G957enpib29veDk4ONC0aVMWLFhgdF7ScZ988kmq7Y4bNw57e3vmzp37xP6joqLw8PAgNjYWAFdXV6Nzksdib29P5cqVad++Pd99951RO0n79+/fn2o/LVq0wN7eniNHjgCwZs0aAgMDnxhbRtnb27N58+YMH3/lyhXee+89HBwcGDRo0AuJ4UWIi4tj6dKlhvebNm3i7bfffil9Xb58OcXcPv7atGnTc7efNN8vw6voQ0REREREROR1Y5bZAYjI82vVqhWjR48G4P79+4SHh+Pr60uePHno2rWr4Thzc3N27drFiBEjjM6Pj49n165dmJiYpNuXn58f3t7e5MyZM81j/P39adasGYmJidy5c4dt27YxYMAAvvrqKypUqGAUz86dO2nQoIHR+adPn+bChQtG2zp27IiHhwdHjhyhWrVq6cb5Iq1atYqrV6+yefNmrK2tX2nfT7Jt2zamTJli+MDA3d2d+vXrv5S+ihYtSlhYmOH9pEmTuH79OrNmzTJss7Kyeil9i4iIiIiIiMjLoxXEIlmAhYUFNjY22NjYUKJECdzd3fHw8CAkJMTouJo1a3Lp0iUiIiKMth8+fBgLCwuKFi36xH4OHDjAlStXcHNze+JxlpaW2NjYUKhQIcqUKcOAAQMoXrw4W7ZsMTquVq1a7Nmzh7i4OKPt27dvp2rVqkbbTE1N8fT0ZObMmU/s+2X4+++/KV26NHZ2dhQsWPCV95+WxMREo/cWFha8+eabL6UvU1NTwz1mY2ODhYUF5ubmKbaJiIiIiIiIyOtFCWKRLCpXrlwpVgQXKVKEypUrs3PnTqPt27dvx83NLd0VxMuWLaN58+YZWmn8uNy5c6c4r1GjRvz7778cPnzYaPuOHTtwd3dP0UazZs04fvw44eHhT91/Wg4fPoyjoyO7d+/Gzc0NBwcH2rZtayhD4OnpyYYNG/jpp5+wt7c3xLpx40ZatWqFk5MTTZs2ZeXKlYY2N23aRPPmzQkICKBq1aqMHDmSTZs24ebmxqpVq2jYsCHOzs4MGjSIa9euMWzYMCpXrkyDBg34+uuvDe3cunULHx8f6tatS6VKlahbty5BQUEkJCRw+PBhRo4cCWAo7/B4iYmYmBj8/f2pV68ezs7OeHl5GX044OnpyfTp0xkxYgRVqlShRo0aBAYGpkjYZ9Tt27fx8fGhZs2a1KhRg969e3P+/HmjY0JCQvDw8MDJyYnmzZsbXS/AsWPHaN++PQ4ODrRo0cKoNElG4j1y5AjdunXDxcWFOnXqMHHiRO7du5dqvHFxcSxcuJBmzZrh6OiIh4cH27ZtMzrm66+/pnnz5jg5OfHBBx8wZ84cXF1dAfD29qZPnz5Gxx86dAgHBwdu3rz59AMoIiIiIiIikglUYkIkC/rll1/YunVrqvVy3dzcWLt2LUOGDAEeJcm+/fZbFi5cmCJxnNzdu3c5fPgwvXr1eqpY4uLi2LFjB+fOnWPatGlG+ywtLalbty47d+7knXfeAeDXX38lJibG8D65ggUL4uDgwN69e3F0dHyqOJ7k4cOHzJkzh4kTJ5I/f34CAgIYM2YMO3fuJDg4mAkTJnDlyhWCg4PJly8fS5YsYdasWfj5+VG9enV++OEHJk+eTGxsLB9++CHwqFazo6MjISEhxMbGcvLkSS5fvsyePXtYsGABV69exdvbmx9++AFvb2/69+/Pl19+ib+/P66uruTLl49Ro0YRExPDvHnzsLa25sCBA0yYMIGqVatSv359/P39CQwMJCwsDCsrK6PkZnx8vCGWWbNmYWlpybx58+jWrRuhoaEUL14cgCVLluDt7U1ISAjHjh3Dx8cHZ2dn2rRp81RjmJCQQJ8+fbC0tGTRokXkypWLFStW0KVLF7Zv307+/PnZtm0bvr6+jBw5koYNG/Ljjz/i5+eHjY0NpUqVAmDlypVMmjSJEiVKMGPGDIYOHcrBgwfJlStXuvGePHmS7t274+npyfjx47l8+TIBAQFcvnyZ+fPnp4h56tSpfPPNNwQEBGBvb8/OnTsZOnQopqamNG/enD179uDn58eoUaOoV68e3377LTNnzjSstG/Xrh2DBw/m5s2bFChQAIDQ0FDq169veC8iIiKS2eLj4jh96lRmh/Gf8ODBAwBOaTyyJM1v1qc5Tt/j3zTOKK0gFskCQkJCcHFxwcXFBQcHB959912KFStGixYtUhzbvHlzoqKiiIyMBB6teLS0tEw34RoREcHDhw8pV65cuvH4+fkZ4nFycmLYsGF06NABOzu7FMe6ubmxe/duEhISgEd1dZs0aYKZWeqfX5UrV46TJ0+mG8PTSExMZMiQIVSrVg07Ozu8vLyIjo4mJiYGa2tro3IK5ubmLFq0CC8vLzp06ECpUqXo3Lkznp6eLFq0yOh/xt7e3pQoUcJw3Q8fPsTf35/y5cvToEEDKlSoQLly5fDy8qJMmTL06NGD2NhYoqOjAahXrx6TJk3C0dGREiVK0LVrV4oWLcqZM2fImTMnlpaWAKmWdwgLCyMiIoIZM2ZQtWpV7O3tmTZtGnnz5mXVqlWG4ypWrIi3tzclS5akbdu22Nvbc+LEiacewx9++IHw8HBmz56No6MjZcuWZfz48eTLl4/169cDj1age3h44OXlha2tLR06dGDEiBGGuQcYMGAA9erVo1SpUvTr149///3XaBXyk+L98ssvcXBwYNSoUdjZ2dGgQQMCAgL47rvvOHv2rFG8d+7cYc2aNQwZMgQ3NzdKly5Nv379cHNzMzzgccmSJbRs2ZIPPviA0qVL06dPH5o2bWpoo2HDhlhZWbF161bgUf3vnTt30r59+6cePxEREREREZHMohXEIllAkyZNGDp0KPBoxe7FixeZOXMmXbt2ZcOGDUYPlCtatCjOzs7s3LmT8uXLs3379lTLOTzur7/+AiB//vzpHjtkyBAaN24MPEqa/fLLL0ydOpX4+HgCAgKMjm3cuDF+fn789NNP1KxZkx07djBu3Lg02y5QoECaJSZcXFyM3h8/fjzdWJOULl3a8HPSw9YePnyY4ribN2/y119/peirevXqLFq0iBs3bgBgYmJiWKWbXMmSJQ0/586d2+iYN954A4DY2FgA3n//ffbs2cOGDRuIiorizJkz/PHHH0YJ1bRERkZibW1tdF05c+bEycnJKFmatHI3+bWndt3piYiIID4+nnr16hltf/DgAefOnTPE1Lp1a6P9SQ/Yu3z5cop48ubNCzy6hzIS79mzZ1M88DDpgYZnz57FycnJsP38+fPExcWlOo979+4FHn0q/fjvRpUqVfjll1+ARw9ZbNWqFaGhoXh6erJ7925y5syZIgYRERGRzGRqZkalSpUyO4z/hKRVhxqPrEnzm/VpjtMXHx//TIu+lCAWyQIsLS2xtbU1vLezsyNv3rx06dKFgwcP0rBhQ6Pj3dzc+Oqrr/joo4/Ys2cPy5YtS7ePpPrB8fHxmJqaPvHYggULGsVjb2/Pn3/+yezZsxk+fLhh5WtS7O+88w47d+7E0tKSf/75h1q1avHHH3+k2nZ8fDw5cqT+5YfHH8r3NJIn0ZOk9tWMpCRuanEBhpXPOXLkSNGmqalpitjTupakkg0XLlzAw8ODNm3a4OTkhJeXV/oXA2k+MC4hIcFodXZGrzs95ubmWFtbG1YLJ5c7d26ANFeFJ5faeCSP50nxpnbNSfse7/tJ85h0rJmZWbpj0b59e1asWEF0dDShoaG0atUKc3PzJ54jIiIiIiIi8l+iEhMiWVRSYiu11abNmzfnt99+Y+3ateTPn58KFSqk256NjQ3w6MFnzxNPagk3Nzc3vv32W3bs2EGzZs2emEiMiYmhUKFCqe6ztbU1er0MlpaWFClShGPHjhltP3r0KDY2NuTLl++F9BMREUFYWBjBwcEMGTKEli1bkj9/fq5fv24Ywyc9LLBs2bLcunXLqDxDbGws4eHhlC1b9oXEmFy5cuW4desW8H/zULx4cWbNmsVPP/0EPPrgImn1bZKRI0cyceLEFxKDnZ1dilXjR48eNexLztbWFnNz81TnMWl87O3tU5Qz+fnnn43ev/3229jb27N582YOHTpEu3btXsi1iIiIiIiIiLwqShCLZAH379/n+vXrXL9+nT///JNjx44xZcoUChUqRO3atVMc/9Zbb+Hk5MSMGTMyVF4CoEKFCuTMmZOIiIh0j71z544hnmvXrrF7926WLVuGq6uroXxDco0bNyYmJoZVq1alG09ERIRRqYDM8NFHH7F8+XI2bNhAdHQ069evZ+XKlXTv3v2JSdunYWNjg5mZGdu3b+fy5cscP34cb29vYmNjDSUo8uTJA0B4eDh37941Or9WrVq4uLgwfPhwjh49SmRkJD4+Pvz999906tTphcSYXO3atalcuTKDBw/myJEjXLhwAT8/P/bu3Uv58uUB6NWrF1u2bGHNmjVcvHiR9evXs3XrVlxdXV9IDL179yY8PJygoCDOnz/P//73P8aPH0+DBg1SJIgtLCzo0aMHs2bNYseOHURFRbFgwQJ27dpFjx49DPFu3bqVVatWERUVxdKlS9m+fXuKftu3b8/ixYspVaqUvuokIiIiIiIirx2VmBDJAr755hu++eYb4NFX9PPly0fVqlWZNm0auXLlSvUcNzc3goKCUn2QXWry5MlDzZo1OXz4MI0aNXrisYGBgQQGBgKPvqZfqFAh3N3dDXWSH2dlZUXdunUJDw+nRo0aabYbExNDZGQkQUFBGYr5ZencuTP379/niy++YPz48ZQoUYLRo0fTpUuXF9ZH4cKFmTx5MsHBwSxbtozChQvTokULChcubKjBXLNmTWrUqMH777/PsGHDjFYvm5iYMGfOHKZMmULfvn2Jj4+nSpUqrF69mhIlSrywOJP39/nnnxMUFGRIZFesWJHFixcbVuQ2adIEf39/Fi9ezOTJkylZsiTTpk2jTp06hhrEz6N8+fLMnz+fWbNmsWLFCqytrWnZsiWDBw9O9fiBAweSI0cOJk+eTExMDHZ2dsyYMcPwO9GwYUP8/PxYuHAhU6ZMoVq1arRr186wKjmJh4cHQUFBWj0sIiIiIiIiryWTxGcpNiki2dL+/fvx9fVl3759Gaon+6ItXbqU3bt3s3Llylfet2Q/P/30E4UKFTIqV+Lv7090dLRR3e7IyEjatWvH/v37efPNN5+rz+QPFCjUoRMmDx48V3siIiIiRX8+gWnBgpkdxn+CHnCVtWl+sz7NcfqS/5uycuXK6T5DKolKTIhIhjVo0IDixYuzbdu2V953XFwca9asYeDAga+8b8meDhw4QO/evTly5AhXrlxhy5YthIaG0rp1awB+//13duzYwbhx43Bzc3vu5LCIiIiIiIhIZlCJCRF5KpMmTeLjjz/Gzc2NnDlzvrJ+161bR61atZ5YgkLkRRowYAB3795l8ODB3Lp1ixIlSjBixAjeffddAG7cuIGPjw/lypXDx8cnk6MVEREREREReTYqMSEiIvIfoRITIiIi8qKpxMT/0dfTszbNb9anOU6fSkyIiIiIiIiIiIiIyFNRglhEREREREREREQkm1KCWERERERERERERCSbUoJYREREREREREREJJtSglhEREREREREREQkm1KCWERERERERERERCSbMsvsAERERCSlwocPYZpDn+NmNfFxcQCYmumvYFmV5jhr0/xmbVl1fk2y2PWIiMiLpz8pRERE/oNMCxTA1NQ0s8OQF+z0qVMAVKpUKZMjkZdFc5y1aX6zNs2viIhkV1qaJCIiIiIiIiIiIpJNKUEsIiIiIiIiIiIikk0pQSwiIiIiIiIiIiKSTSlBLCIiIiIiIiIiIpJNKUEsIiIiIiIiIiIikk2ZZXYAIiIiklLi/fsk5tDnuFmNva0tAIn37mVyJPKyaI6zNs1v1vbazm+OHJi88UZmRyEiIq8xJYhFRET+g+LXroGEhMwOQ16S+MwOQF46zXHWpvnN2l63+TXt5pnZIYiIyGtOS5NEREREREREREREsikliEVERERERERERESyKSWIRURERERERERERLIpJYhFREREREREREREsikliEVERERERERERESyKSWIRURERERERERERLIpJYhFREREREREREREsikliEVERERERERERESyKSWIRZ6Sq6sr9vb2Ri9nZ2datGjB0qVLX1g/mzZt4u23335h7T3J6NGj6d69OwCHDx/G3t6eP/7444nn9O3bF3t7e06ePPlMfe7bt4/ffvvtmc59UX777Tf27dtneO/q6srcuXNfer++vr5s2LABeDT2j99PDg4ONGjQgICAAP7991+jcxMTE9m4cSMdO3bExcWFatWq0aVLF7Zs2WJ03OXLl7G3t+fIkSNG22/cuIG7uztNmzbl6tWrhvf//PPPc19X8vvoWfn6+uLp6fncsSRJ7z5La5zSEhwcTNOmTV9UeCIiIiIiIiKZTglikWfQu3dvwsLCDK+NGzdSp04dpkyZwrZt2zI7vJfu+vXrhIWFUapUKdatW/fU51+7do2+ffty48aNlxBdxnl7exMeHm54v3HjxudOcKbn0KFD/Pzzz7z77ruGbdWqVTO6n7Zt28ZHH33Exo0bCQoKMhyXmJjI8OHDmTx5Mi1atGDTpk2sW7eOhg0b4ufnx5gxY57Y982bN+nevTtxcXGsWLGCokWLUrBgQTw8PIz6ySoycp8VLVqUsLAwnJ2dX2FkIiIiIiIiIv8dShCLPIPcuXNjY2NjeJUrV46xY8dSsmTJbJEgDg0NpVChQnTt2pXt27dz586dpzo/MTHxJUX2dB6Po0CBAuTOnful9jlr1iw++OADcuT4v//9mpubG91PJUuWpHPnzrRu3Zrt27cbjtuwYQM7duzgyy+/pEePHpQuXRo7Ozv69OnDvHnz2LRpEyEhIan2e/v2bT788ENiY2NZsWIFRYoUMezr1q0bW7ZsITo6+qVdd2bIyH1mamqKjY0N5ubmryAiERERERERkf8eJYhFXiBzc3NMTU0N73///XeGDBlCrVq1cHFxwdvbm0uXLhn2P3z4kJkzZ9KgQQMqV65M586dOXHiRKptb9q0CQcHB3bs2MGAAQMYNGiQYd+hQ4ewt7cnNDTUsG38+PF89NFHwKPkoI+PDzVr1qRGjRr07t2b8+fPP/N1hoSEUKtWLZo2bcq9e/eM+oXUSw0k39agQQMAPvjgA0aPHg2kP1aurq4sWrSIXr164eTkROPGjdm7dy+7du2iWbNmuLi40Lt3b27evGk4Z+fOnbz77rs4OTnh7OxM586d+fnnnwHw9PTk4sWLzJkzB1dXV0MfyUtM7Nmzh/bt2+Ps7EzDhg0JDg4mLi4OeFSKw9HRkd27d+Pm5oaDgwNt27Z9YqmC48ePc+rUqQyXKMiZM6fR/bRy5UrDvfK4OnXq8M4777By5coU+/755x969OjB/fv3WbFiBYULFzbab2VlRe3atVm2bFmG4sooV1dXvvzyS/r164ezszPvvPMOc+bMMTpm1apVuLq64uzszPDhw7l//75hX2rlHx7fduLECTp37kzlypWpWbMmI0aM4NatW0DK+yzp3Pnz51O7dm1atGjBhQsXjNq7desWPj4+1K1bl0qVKlG3bl2CgoJISEhI9RoXLFhA48aNcXBwoHnz5qxateqFjZ+IiIiIiIjIq2CW2QGIZAX37t1j1apVnDt3jmHDhgFw584d3n//fezs7Fi8eDGJiYkEBQXRrVs3vvnmG6ysrJg4cSJ79uwhICCAcuXKsXTpUnr16sWuXbuM2t+6dSvjxo1jxowZNGvWjDt37vDJJ5+QkJBAjhw5+OGHHzAxMeHHH3+kdevWABw4cIB+/fqRkJBAnz59sLS0ZNGiReTKlYsVK1bQpUsXtm/fTv78+Z/qWsPDw4mMjGTYsGEULVqUypUrs2HDBrp06ZLhNr7++mvatWtHcHAwtWvXztBYAXz++eeMGzcOf39/pk6dyvDhwylbtizTp0/n7t27DBw4kMWLFzNixAh+/vlnBg8ejJ+fHw0aNODmzZtMnjyZsWPHsnnzZoKDg2nfvj3Nmzend+/eKWLctWsXgwcPZsiQITRt2pSIiAgCAgK4desWY8eOBR4l+OfMmcPEiRPJnz8/AQEBjBkzhp07d2JiYpKizb179+Ls7Iy1tfUTxyc+Pp6wsDA2b95Mx44dgUf3WGRkJB4eHmmeV7NmTWbMmEFsbKxh2927d+nVqxenTp1i06ZNFCpUKNVzGzRowBdffIG/v/8TY3tas2fPZsyYMfj6+rJjxw4+/fRTatWqRbVq1QgJCWHKlCn4+/tTrVo1Nm3axMKFC6lRo0aG2o6Pj+ejjz6ic+fOfPrpp9y4cYNRo0YRFBTElClTUtxnt2/fBh79Pq1cuZL79++nWDk8atQoYmJimDdvHtbW1hw4cIAJEyZQtWpVmjRpYnTs3r17Wbx4MbNmzaJkyZIcPHiQsWPHUr58eapXr/5iBlBEREQkHfHx8Zw5dSqzw3gtPHjwAIBTGq8sSfOb9WmO0/es39jWCmKRZzB37lxcXFxwcXGhcuXKVKlShW+++YYZM2bQuHFjADZv3szff//NjBkzqFSpEg4ODsyePZvbt28TGhrKnTt3+Oqrrxg6dChNmjTB1tYWX19fOnToYFgBCbB7927GjBnD9OnTadasGQANGzbk9u3bREREAHDw4EFcXV356aefADh//jy///47jRo14ocffiA8PJzZs2fj6OhI2bJlGT9+PPny5WP9+vVPfe1ff/01efPmpU6dOgC0bNmSiIgIw8rcjChQoAAA+fLlw8rKKt2xSuLq6krbtm0pWbIkHTt25O7duwwdOhRHR0dq1apFnTp1OHv2LPBoNfe4cePo2rUrxYsXx8nJiQ4dOhAZGQmAtbU1pqam5M6d2xBPcgsWLKBFixb07t2bUqVK4e7uzuDBg1m7dq3hgW6JiYkMGTKEatWqYWdnh5eXF9HR0cTExKR63SdPnqRs2bIptv/444+G+8nFxQUHBwfGjx/Phx9+yPDhwwH4+++/SUxMfGJy2dramsTERKP7x9fXlzt37mBjY8P06dPT/MOiXLlyXL16lWvXrqXZ/rNo1KgRnTp1okSJEvTu3Zu8efMaVsmvWrWK1q1b07FjR8qUKcPw4cNxdHTMcNv//PMPMTExvPnmmxQrVgxnZ2c+//xzvLy8gJT3WZKuXbtiZ2dHpUqVUrRZr149Jk2ahKOjIyVKlKBr164ULVqUM2fOpDj24sWLmJub89Zbb1GsWDE6dOjAkiVLKFOmzNMMkYiIiIiIiEim0gpikWfQtWtXunTpQnx8PHv27GHu3Lm0b9+eli1bGo45e/YspUuXNkroFShQADs7OyIjI7lw4QIPHz7EycnJsN/MzIxRo0YBj746Hx8fz9ChQ4mPj6d48eKG4958800cHBw4ePAgtra2REREsHbtWt577z2uXbvGgQMHcHJy4s033yQkJIT4+Hjq1atndA0PHjzg3LlzT3XdsbGxbN26lcaNG5MzZ04A3NzcmDx5MuvWrTO6lqeR3lglsbW1NfycK1cuAEqWLGnYZmFhYUiOVqxYESsrK7744gt+++03oqOj+fXXX9MsFZBaTG3btjXaVr16deLi4ozKc5QuXdrwc1IS8uHDh6m2eePGDapUqZJiu5OTE0FBQSQmJvLrr78yceJEatSoQb9+/QwrXJPG5u7du2nG/Pfff2NiYoK1tTV//vkn8Cg5unz5cn755Rf69OnDl19+Sc+ePVOcm5RMvXHjRooSFP7+/mzZssXwfvz48YaV6ukpVaqU0XsrKyvD+KQ2xpUrV041GZsaa2trevToQWBgIMHBwbzzzjs0atSI5s2bP/G8EiVKpLnv/fffZ8+ePWzYsIGoqCjOnDnDH3/8kep907p1azZu3EizZs0oX748devWpVWrVhQsWDBD8YuIiIi8CKampql+8C0pJa061HhlTZrfrE9znL74+Pg0S5c+iRLEIs8gX758hmRlmTJlyJEjB5MmTaJAgQK0atUKeJSsTE1CQgLm5uYZfijWtGnT2LBhA76+vmzYsAEzs0e/tg0bNuTgwYOUKVMGOzs7HB0dKV68OD/++CMHDhww1NU1NzfH2to61dXCT/tAtr1793Lr1i02b95stLI3ISGBbdu24ePjg6WlZarnJtXuTU16Y5Uk6dqTS/6wt+QOHTpEnz59aNy4MVWqVOHdd98lKiqKcePGpRlHejHFx8eniCMpUZ5cWqt0TUxMUk00WlhYGO6nUqVKUaRIEbp160bOnDkJDAwE4I033sDBwYGjR4+mqO+c5MiRI1SqVMkoJn9/fwoWLEiDBg3o1KkTM2fOpFatWin+QE2KK7XxHDRokFFS+WkSoE8an9TKcKT3e5E0B0lGjRpF165d2b9/P2FhYfj4+LB+/XqWL1+eZhtvvPFGqtuTyrFcuHABDw8P2rRpg5OTk2FF8uMKFChAaGgoR48eJSwsjP379/Pll18yZcoU2rdv/8TrEBEREREREfmvUIkJkRegR48eVK1alfHjx3P9+nUA7OzsuHDhgtHX/W/evMmFCxews7OjZMmSmJmZ8csvvxj2JyQk0Lx5c7Zu3Qo8Wg3g5uZGQEAAFy5cYNGiRYZjGzVqxNGjRzlw4AC1atUCoHbt2nz33Xf8+OOPhgRxuXLlDDHY2tpia2tL8eLFmTVrlqEkRUZ9/fXXFC5cmM2bNxMSEmJ4BQQE8O+//xpWmZqbm3Pnzh2jc6Ojow0/P54YTG+snsWyZct45513mDVrFh988AG1atXiypUrwJMTlMljOnbsmNG2o0ePYm5ubrRq+WnY2NgYPUQvLS4uLvTq1Yt169Zx4MABw/bu3buzZ8+eFHHBo+Tw/v376datm9H25A+5GzVqFEWKFGHYsGH8+++/RsclxZVajeKCBQsa7h1bW9s0PwR4WhUqVEhxLcl/H5KSxclXTUdFRRl+vnjxIuPGjcPGxoauXbsyb948goKCOHz4MDdu3Hji/KYmIiKCsLAwgoODGTJkCC1btiR//vxcv3491aT/tm3bWLNmDdWrV2fIkCGEhIRQv359tm/f/lT9ioiIiIiIiGQmJYhFXoAcOXIwYcIE7t+/z8SJE4FHXz8vUKAAQ4cO5dSpU5w6dYqhQ4eSN29eWrZsSe7cuenSpQszZ85k//79REVFERgYyO3bt6lZs6ZR+yVKlKB///58/vnnhrIQlSpVwtramq+//tpwfO3atdm+fTtFihShXLlyhm2VK1dm8ODBHDlyhAsXLuDn58fevXspX758hq/x+vXrhIWF0blzZ8qXL2/06tixI8WKFWPDhg3AozIBERERbN26lUuXLjFnzhyjUhF58uQB4MyZM8TExKQ7Vs+iSJEinD59mhMnTnDp0iVWrFjBsmXLAAwPccuTJw9RUVGp1t396KOP2L59OwsXLiQqKort27fz2Wef0aFDB6N6tk/DycnJUDc6Pd7e3pQqVcqQfAfw8PCgY8eO9O7dm6VLlxIVFUVUVBRLly6lT58+tG3blnbt2qXZZp48eQgKCiI6OppJkyYZ7YuIiKB48eKp1mN+WXr27Mn27dtZtmwZFy5cYO7cuRw9etSwv1ChQhQrVoylS5dy/vx5jhw5wqxZswyJ3/z587N9+3YCAgI4d+4c586dY/v27ZQsWZL8+fOnuM/SY2Njg5mZGdu3b+fy5cscP34cb29vYmNjjR78lyQ2NpagoCBCQ0O5cuUKhw4dIiIiAmdn5xc0QiIiIiIiIiIvnxLEIi+InZ0dffv2ZceOHezdu5c33niDxYsXkzNnTrp164aXlxdWVlasWrWKvHnzAjBixAhatGjBmDFjaNu2LefOnWPx4sW8+eabKdrv0aMHZcqUwdfX11AOoGHDhsTHx1OjRg0AatWqRWJiomH1MDxaJfv5559TtmxZvL29adeuHVFRUSxevDjVB6alJTQ0FBMTEzp27Jhin6mpKR988AGnTp0iPDyc1q1b06VLF8aPH0+bNm24evWq0df0LS0t8fT05NNPP8XPzy9DY/W0Bg4cyNtvv03Pnj1599132bVrF1OnTgUgPDwceLQi98CBA7Ru3TpF6Yd69eoRFBRESEgIrVq14pNPPuGDDz7A19f3meKBRw/ZO3PmDLdv30732DfeeIMJEybw+++/M3v2bMP2gIAAJkyYwLfffst7773He++9x7fffktgYCBTpkxJt92qVavSs2dPNm7cyM6dOw3bDx8+bHjA4qvSpEkTpkyZwurVq2ndujUnT56kQ4cOhv0mJiZMmzaN27dv07p1a8aNG8ewYcMMZTCsrKxYuHAhly5domPHjrz33nvExsayYMECcuTIkeI+S0/hwoWZPHkyO3bsoEWLFowYMQJnZ2dat25tuGeSa9u2LYMGDSI4OJjmzZszevRo2rdvT79+/V7cIImIiIiIiIi8ZCaJaRXLFBGRF65Dhw60adMmRSmIzHTz5k0aNWpEaGio0YMA5dVL/kABhxPHMc3gQxVFREQk+zLt5onJ/3+AszyZHnCVtWl+sz7NcfqS/5uycuXKRmUnn0QriEVEXqFBgwaxatWqFA9by0yrV6/G3d1dyWERERERERGRbEgJYhGRV6hu3bpUrlyZjRs3ZnYoANy4cYNvvvmG0aNHZ3YoIiIiIiIiIpIJzDI7ABGR7CYjtYJflYIFC7Jjx47MDkNEREREREREMolWEIuIiIiIiIiIiIhkU0oQi4iIiIiIiIiIiGRTShCLiIiIiIiIiIiIZFNKEIuIiIiIiIiIiIhkU0oQi4iIiIiIiIiIiGRTZpkdgIiIiKRk2vl9THPoc9ysJj4+HgBTU9NMjkReFs1x1qb5zdpe2/nV3xdEROQ5KUEsIiLyH2RiYYHJ6/YPVEnXmVOnAKhUqVImRyIvi+Y4a9P8Zm2aXxERya70UaOIiIiIiIiIiIhINqUEsYiIiIiIiIiIiEg2pQSxiIiIiIiIiIiISDalBLGIiIiIiIiIiIhINqUEsYiIiIiIiIiIiEg2pQSxiIiIiIiIiIiISDZlltkBiIiISErxN29CDn2Om9WUe/NNAOJv3MjkSORl0RxnbZrfrO11ml8TMzNy5MuX2WGIiEgWoQSxiIjIf9C1mrUxefAgs8MQERGR/6CiP5/I7BBERCQL0dIkERERERERERERkWxKCWIRERERERERERGRbEoJYhEREREREREREZFsSgliERERERERERERkWxKCWIRERERERERERGRbEoJYhEREREREREREZFsSgliERERERERERERkWxKCWIRERERERERERGRbEoJYsl2rl+/TqVKlXB3d3/qc+/du8eqVaueq//Nmzdjb2//XG0kZ29vz+bNm5/qnCNHjtCtW7cU2xcvXoy9vT0LFixIse/w4cPY29sbXhUqVMDFxYWOHTuydevWFMefO3eOQYMGUatWLRwcHGjatCnTpk3jzp07hmOCg4Np2rRpinN37dpFpUqV8Pf3JzExkTVr1hAYGPhU15iWpx2vK1eu8N577+Hg4MCgQYNeSAwvQlxcHEuXLjW837RpE2+//fZL6evy5ctGc5/aa9OmTc/d/pEjR15g1K++DxEREREREZHXkVlmByDyqoWGhlK8eHHOnTvHkSNHqFatWobPXbp0KRs2bKBr164vMcKX68GDB/j6+vLJJ5+k2BcSEkKpUqXYuHEjvXv3xsTEJMUxX3/9NTY2NiQkJBATE8PWrVsZNmwYt27dMozL9evX6dKlC02aNGHJkiVYWVlx5swZpkyZwi+//MLy5cvTjG/v3r0MHTqUDh06MG7cOExMTOjYsSMeHh5PPV8vwqpVq7h69SqbN2/G2tr6lfb9JNu2bWPKlCl0794dAHd3d+rXr/9S+ipatChhYWGG95MmTeL69evMmjXLsM3Kyuql9C0iIiIiIiIiL5cSxJLthISE4O7uzr59+1i3bt1TJRwTExNfYmSvxqZNmyhYsCBOTk5G28PDw4mMjOTzzz+nf//+/PDDD9SuXTvF+QUKFMDGxgaAwoULU6FCBe7du8enn35KixYtKFCgADt27AAeJRKTFC9enDx58uDl5cXp06epUKFCirYPHDjAoEGD6NSpE2PHjjVsNzU1xdPTk5kzZz73Cu6n9ffff1O6dGns7Oxeab/pefxetLCwwMLC4qX0ZWpqapjzpL7Mzc2NtomIiIiIiIjI60klJiRbSUqC1qlTh2bNmrFz505u375t2J9a+YGkbZs2bWL27NlcuXIFe3t7Dh8+DMCePXto3749zs7ONGzYkODgYOLi4gznHzp0iPbt2+Pk5ESnTp24fPmyUfuxsbFMnTqVunXrUqVKFbp168aJEycM+//66y8GDBhAjRo1qFy5Mt27d+fXX39N9fp+//13XF1dGTRokFEMyS1dupQWLVqk2P71119TvHhxmjRpgq2tLevWrXvyYCbj5eXFv//+y759+wDIkSMH//zzD0ePHjU6rnr16nzzzTeULl06RRsHDx5kwIABKZLDSZo1a8bx48cJDw/PcFzpOXz4MI6OjuzevRs3NzccHBxo27atoQyBp6cnGzZs4KeffjKa840bN9KqVSucnJxo2rQpK1euNLS5adMmmjdvTkBAAFWrVmXkyJFs2rQJNzc3Vq1aRcOGDXF2dmbQoEFcu3aNYcOGUblyZRo0aMDXX39taOfWrVv4+PhQt25dKlWqRN26dQkKCiIhIYHDhw8zcuRIAEN5h8dLTMTExODv70+9evVwdnbGy8uLiIgIw35PT0+mT5/OiBEjqFKlCjVq1CAwMDDN+yY9t2/fxsfHh5o1a1KjRg169+7N+fPnjY4JCQnBw8MDJycnmjdvbnS9AMeOHaN9+/Y4ODjQokULvvvuu6eKN6l0iouLC3Xq1GHixIncu3cv1Xjj4uJYuHAhzZo1w9HREQ8PD7Zt22Z0zNdff03z5s1xcnLigw8+YM6cObi6ugLg7e1Nnz59jI4/dOgQDg4O3Lx58+kHUERERERERCSTaAWxZCtff/01b775JlWrVsXGxoZZs2YREhKCl5dXuue6u7tz/vx5tmzZwsaNG8mXLx+7du1i8ODBDBkyhKZNmxIREUFAQAC3bt1i7NixREdH06dPHzp16sSnn37KyZMnGT9+vFG7I0eO5NKlS8yaNYuCBQuydetWPD09CQ0NpXTp0owfP564uDjWrFmDiYkJ06dP5+OPP2b37t1G7fz55590794dJycnPv30U8zMUv56nz9/nqioKBo2bGi0PTY2lq1bt9K+fXsAWrRoweLFi7l58yYFChRId2xKlChBrly5iIyMBKBly5YsXryYLl26UKlSJWrWrEnNmjWpVasW5cqVS3H+jz/+iLe3N6VKlcLPzy/VPgoWLIiDgwN79+7F0dEx3Zgy6uHDh8yZM4eJEyeSP39+AgICGDNmDDt37iQ4OJgJEyZw5coVgoODyZcvH0uWLGHWrFn4+flRvXp1fvjhByZPnkxsbCwffvghAFFRUTg6OhISEkJsbCwnT57k8uXL7NmzhwULFnD16lW8vb354Ycf8Pb2pn///nz55Zf4+/vj6upKvnz5GDVqFDExMcybNw9ra2sOHDjAhAkTqFq1KvXr18ff35/AwEDCwsKwsrIySm7Gx8cbYpk1axaWlpbMmzePbt26GUqsACxZsgRvb29CQkI4duwYPj4+ODs706ZNm6caw4SEBPr06YOlpSWLFi0iV65crFixgi5durB9+3by58/Ptm3b8PX1ZeTIkTRs2JAff/wRPz8/bGxsKFWqFAArV65k0qRJlChRghkzZjB06FAOHjxIrly50o335MmTdO/eHU9PT8aPH8/ly5cJCAjg8uXLzJ8/P0XMU6dO5ZtvviEgIAB7e3t27tzJ0KFDMTU1pXnz5uzZswc/Pz9GjRpFvXr1+Pbbb5k5cyZFixYFoF27dgwePNjodyQ0NJT69etn6HdGRERE5HnEx8Vx+tSpzA7jtfPgwQMATmnssiTNb9anOU7fs37zXSuIJdtISoI2a9aMHDlyUKpUKSpVqsT69eszdL6FhQW5c+c2fN0+Z86cLFiwgBYtWtC7d29KlSqFu7s7gwcPZu3atfzzzz+sX7+eokWLMmbMGMqUKUO7du3o0qWLoc3o6Gi2b9/O1KlTqVatGqVLl2bAgAFUq1aNJUuWGI6xsrKiePHilClThsDAQCZNmkRCQoKhnZiYGLp3706lSpWYPn16qslhgJ9//plcuXIZEoRJ9u7dy61btwwri93d3Xn48OFTPXgsb968hgfQWVtb89VXX9GnTx/u3r3Ll19+Sd++fXnnnXdYs2aN0Xk3btygb9++uLi4cObMmSc+QK5cuXKcPHkywzFlRGJiIkOGDKFatWrY2dnh5eVFdHQ0MTExWFtbG5VTMDc3Z9GiRXh5edGhQwdKlSpF586d8fT0ZNGiRUb/I/b29qZEiRKG0hQPHz7E39+f8uXL06BBAypUqEC5cuXw8vKiTJky9OjRg9jYWKKjowGoV68ekyZNwtHRkRIlStC1a1eKFi3KmTNnyJkzJ5aWlgDY2NikKC0RFhZGREQEM2bMoGrVqtjb2zNt2jTy5s1rVKKjYsWKeHt7U7JkSdq2bYu9vb3R6vWM+uGHHwgPD2f27Nk4OjpStmxZxo8fT758+Qy/X8uWLcPDwwMvLy9sbW3p0KEDI0aMMLqPBwwYQL169ShVqhT9+vXj33//NVqF/KR4v/zySxwcHBg1ahR2dnY0aNCAgIAAvvvuO86ePWsU7507d1izZg1DhgzBzc2N0qVL069fP9zc3AwPaFyyZAktW7bkgw8+oHTp0vTp08fogYoNGzbEysrK8IDG+/fvs3PnTsOHLCIiIiIiIiKvC60glmwjKQnq5uZm2NaiRQs+/fTTZ3742dmzZ2nbtq3RturVqxMXF8f58+c5e/YsFStWJEeO//sspnLlyoafk77y37FjR6M2YmNjiY2NBR4lGkeNGsWuXbuoXr069evXx8PDw6jN6dOn8/DhQxo0aICpqWma8f7111/ky5cvxcPnvv76a4oVK2aoS2xvb4+dnR0bNmygZ8+eqT6s7nF37twxelBZ/vz5GTZsGMOGDeP333/n4MGDrF69moCAAN566y0aNGgAwN27d/nwww8ZNWoUgwcPJjAwkCpVqlCiRIkUfRQoUCDNEhMuLi5G748fP55uzEmSl7xIuoaHDx+mOO7mzZv89ddfKfqqXr06ixYt4saNGwCYmJikSMIDlCxZ0vBz7ty5jY554403AAzz/v7777Nnzx42bNhAVFQUZ86c4Y8//jBKqKYlMjISa2tro+vKmTMnTk5ORsnSpJW7ya89tetOT0REBPHx8dSrV89o+4MHDzh37pwhptatWxvtT3rAXlLZleTx5M2bF3iUeM1IvGfPnjXcU0mSfqfPnj1rVHP7/PnzxMXFpTqPe/fuBR59Iu3u7m60v0qVKvzyyy8AmJub06pVK0JDQ/H09GT37t3kzJkzRQwiIiIiL4OpmRmVKlXK7DBeO0mrDjV2WZPmN+vTHKcvPj7+mRZ+KUEs2UZSvdMePXoYtiWt+Fy/fn2qCeL06rGm9lCw+Ph4AMzMzDAxMUmxvN/c3DzFz2vXrk3RVs6cOQFwc3OjTp067N+/n4MHDzJ37ly++OILNm/ezJtvvglA/fr1adq0KWPGjKFFixYpHkCXxMTExBBfkuvXrxMWFkZ8fLxRDduEhAQSExPTfFhdctHR0dy9e9dw/oIFC7C1taV58+YAvPXWW7z33nu0bt0aNzc39u/fb0ikFStWjFGjRgEQEBBAq1atGD58OKtWrUqxEjo+Pt4oMZ5cSEjIE2N8kqSxTi61r2UkJXEfl3zO4VEN5sfbNDU1TRF7WteSVLLhwoULeHh40KZNG5ycnDJUCgVSvy+T2k0+phm97vSYm5tjbW2d6mr83LlzA6S5qj251MYjeTxPije1a07a93jfT5rHpGPNzMzSHYv27duzYsUKoqOjCQ0NpVWrVka/3yIiIiIiIiKvA5WYkGwhKQnapUsXQkJCDK/NmzdTt25dw8PqzM3NDWUSAMPX/ZM8vpLWzs6OY8eOGW07evQo5ubmlCxZkgoVKvDLL78YJZqTViAChnq8N27cwNbW1vBaunQpe/bsIS4ujqCgIK5cuYKHhwdTpkxh69at/PXXX/z444+Gdpo1a0bbtm2pU6cOY8aMMaxCfZyNjQ23bt0ySnyFhoYSFxfHokWLjMZm9erVmJubZ6gEx+rVq7G0tKRRo0bAo1IW8+fPT5GMzpkzJ7ly5aJgwYKGbclXPFtbWzNp0iROnDhBcHBwin5iYmIoVKhQqjEkHz9bW9t0Y34WlpaWFClSJNU5t7GxIV++fC+kn4iICMLCwggODmbIkCG0bNmS/Pnzc/36dcPcPWlVd9myZbl165ZReYbY2FjCw8MpW7bsC4kxuXLlynHr1i3g/+ahePHizJo1i59++gl49LuS/N6HR/W3J06c+EJisLOzS7FqPOkhiUllPpLY2tpibm6e6jwmjY+9vX2KciY///yz0fu3337b8BDLQ4cO0a5duxdyLSIiIiIiIiKvkhLEki2EhoaSkJBAr169KF++vNGrV69e3L9/n82bN1O5cmXWr1/P6dOnOXXqFOPGjTNatZgnTx5u377N+fPnefDgAR999BHbt29n4cKFREVFsX37dj777DM6dOiAlZUVnTt35tatW/j7+3Pu3Dm2bdvGihUrDO3Z2tri7u7O2LFj2b9/PxcvXmTmzJmsXbsWOzs7zMzMOHXqFP7+/pw8eZJLly6xbt06zM3NU/1KxZMeygXg5OTEw4cPjcoMhISEULt2berWrWs0LlWqVMHd3Z1vv/2WmzdvGo6/efMm169f59q1a5w+fZqZM2eyfPlyRo8ebaiL279/f6KioujTpw+HDh3iypUrHDlyBF9fX27fvk2nTp3SnKsGDRrQqVMnFixYYEguJomIiEhzdfSr8tFHH7F8+XI2bNhAdHQ069evZ+XKlXTv3j1DpTgywsbGBjMzM7Zv387ly5c5fvw43t7eRqVH8uTJA0B4eDh37941Or9WrVq4uLgwfPhwjh49SmRkJD4+Pvz9999PHPtnVbt2bSpXrszgwYM5cuQIFy5cwM/Pj71791K+fHkAevXqxZYtW1izZg0XL15k/fr1bN26FVdX1xcSQ+/evQkPDycoKIjz58/zv//9j/Hjx9OgQYMUCWILCwt69OjBrFmz2LFjB1FRUSxYsIBdu3YZvmHQq1cvtm7dyqpVq4iKimLp0qVs3749Rb/t27dn8eLFhprmIiIiIiIiIq8bJYglWwgJCaFhw4YUK1Ysxb7atWtToUIF1q9fT0BAAFZWVnTo0IGBAwfSsWNHihQpYji2efPmFCtWjNatW7Nv3z7q1atHUFAQISEhtGrVik8++YQPPvgAX19fAIoWLcrSpUs5f/487dq1Y/78+fTu3duo/4kTJ9KgQQPGjBlDq1atOHDgAMHBwYayDtOnT6d48eL07dsXd3d3du/ezeeff57qKtnixYszYMAAFixYwOnTp1PsL1WqFGXKlOHw4cPAo+RiZGQkXbt2TXXcunfvzsOHDw3lOQDatWtH3bp1adCgAT179iQ8PJz58+fToUMHwzEVK1Zk3bp15M2blxEjRtC8eXMGDhxIbGwsa9euNZTGSMuoUaMoXrw4I0aM4Pbt28Cj1cORkZE0adLkiee+bJ07d2bIkCF88cUXtGzZkiVLljB69Gh69er1wvooXLgwkydPZseOHbRo0YIRI0bg7OxM69atDTWYa9asSY0aNXj//fdTrPI2MTFhzpw5lC5dmr59+9KpUydu3brF6tWrU63t/LxMTEz4/PPPKVu2LN7e3rRr146oqCgWL15sWJHbpEkT/P39Wbp0KS1btmTZsmVMmzaNOnXqvJAYypcvz/z58/nxxx9p3bo1Pj4+NG3alNmzZ6d6/MCBA+nUqROTJ0/Gw8ODbdu2MWPGDMODGhs2bIifnx+LFy+mVatW7Nu3j3bt2qUoIeHh4UFsbKxWD4uIiIiIiMhryyTxWQpOishra9WqVXz11Vds2rQps0N5KkuXLmX37t2sXLkys0ORbOCnn36iUKFCRh/E+Pv7Ex0dzbJlywzbIiMjadeuHfv370/3g4+MSP5AgUIdOmHy4MFztykiIiJZT9GfT2CarGybZIwecJW1aX6zPs1x+pL/m7Jy5cpGZT2fRCuIRbKZDh06cPv2bUN91tdBXFwca9asYeDAgZkdimQTBw4coHfv3hw5coQrV66wZcsWQkNDad26NQC///47O3bsYNy4cbi5ub2Q5LCIiIiIiIhIZkj/sfIikqXkzJmTyZMnM336dFavXp3Z4WTIunXrqFWrFjVq1MjsUCSbGDBgAHfv3mXw4MHcunWLEiVKMGLECN59913g0YMlfXx8KFeuHD4+PpkcrYiIiIiIiMizU4kJERGR/wiVmBAREZGMUImJZ6Ovp2dtmt+sT3OcPpWYEBEREREREREREZGnogSxiIiIiIiIiIiISDalBLGIiIiIiIiIiIhINqUEsYiIiIiIiIiIiEg2pQSxiIiIiIiIiIiISDZlltkBiIiISEqFDx/CNIc+x81q4uPiADA101/BsirNcdam+c3aXqf5NXkNYhQRkdeH/lQRERH5DzItUABTU9PMDkNesNOnTgFQqVKlTI5EXhbNcdam+c3aNL8iIpJdaWmSiIiIiIiIiIiISDalBLGIiIiIiIiIiIhINqUEsYiIiIiIiIiIiEg2pQSxiIiIiIiIiIiISDalBLGIiIiIiIiIiIhINqUEsYiIiIiIiIiIiEg2ZZbZAYiIiEhKtx7EkCOHPsfNagrZFgIg5v7NTI5EXhbNcdam+c3a/kvza5bDDKuceTM7DBERySaUIBYREfkP8tjYnNjE2MwOQ0RERDLBt532Z3YIIiKSjWhpkoiIiIiIiIiIiEg2pQSxiIiIiIiIiIiISDalBLGIiIiIiIiIiIhINqUEsYiIiIiIiIiIiEg2pQSxiIiIiIiIiIiISDalBLGIiIiIiIiIiIhINqUEsYiIiIiIiIiIiEg2pQSxiIiIiIiIiIiISDalBLFIFufq6oq9vb3h5ejoSKtWrdi4caPRcfb29mzevPmZ+0neR2qv4ODg57qO543vefj6+rJhwwY2bdqU7nVevnyZ4ODgJx4THh5u1P6OHTv44IMPqFGjBlWrVqVz585s27bN6JjRo0fTvXv3NOPz9PQ0vH///ff5+eefn/u6g4ODadq0aar75s6di6ur63P3keTw4cPY29vzxx9/AHD16lW2bt1q2O/p6Ymvr+9Tt/vnn38yadIkmjRpgpOTE66urowbN45r1669sNhFREREREREXmdmmR2AiLx8vXv3xsvLC4B79+4RFhaGv78/b775Jg0bNgQgLCyMvHnzPnMfYWFhhp+//PJLdu7cybp16wzbcufO/cxtZ6ZDhw7x888/M2HCBGJjY6lXr55h33vvvYeHh4dhbAEKFCgAQLFixYyuP7n8+fMbfp4wYQKbNm3C29sbPz8/zMzM2LNnDyNGjODy5cv06dPnqWMePnw4Pj4+fP311+TMmfOpz/8vGDNmDIULF6Zly5bP3MZvv/2Gl5cXZcqUYfz48dja2nLp0iVmzZpFly5dWLNmDYUKFXqBUYuIiIiIiIi8fpQgFskGcufOjY2NjeF9ly5d2LNnDyEhIYYEcfL9zyL5+blz58bU1PS52/wvmDVrFh988AE5cuTAwsICCwsLwz5TU9MUY5t8X3rXv2fPHlauXMmCBQto0KCBYXuZMmUAmD17Nq1bt6ZIkSJPFXPVqlXJkycPoaGhvPfee0917n9FYmLic7cxYsQISpYsyZdffom5uTkAxYsXx9HRkebNm/P5558zfvz45+5HRERERERE5HWmEhMi2VSuXLkwMTExvH+8hMPGjRtp1aoVTk5ONG3alJUrVz5Xf7GxsUydOpW6detSpUoVunXrxokTJ4yO2b9/Px06dMDZ2RlXV1cWLVpktP/cuXN4enri6OiIq6urUZmM0aNHM2bMGCZOnEjNmjVxcXFh2LBh3Llzx3BMZGQkPXv2xNnZmfr16+Pv78/ff/+dZszHjx/n1KlTaZZZeF7r1q2jUqVKRsnhJF26dGHJkiWGFclPy83NjaVLlz5nhBmX3vwmJCQwd+5cmjVrhoODA9WqVePjjz/m5s2bKdoaPXo0hw4d4uuvv8be3t6w/Z9//mHkyJG4uLhQs2ZNJk2aRHx8fKrx/Pzzz0RERNCnTx9DcjiJpaUlX3zxBf369TNsW7NmDa1atcLR0REXFxc+/PBDoqOjAbh8+TL29vbMnz+f2rVr06JFC2JjY7l69SoDBw6kSpUq1KlThyFDhqh0hYiIiIiIiLx2tIJYJJtJTEzk0KFDfP/998yZMyfVY5YsWcKsWbPw8/OjevXq/PDDD0yePJnY2Fg+/PDDZ+p35MiRhq/3FyxYkK1bt+Lp6UloaCilS5fm+PHj9OvXj759+zJt2jR+++03Ro4cSd68eenYsSMAq1atYsKECUyePJlly5YxduxYatasSYkSJQAIDQ2lQ4cOrF27losXLzJ48GDs7Ozw9vbm2rVreHp60r59e3x9ffn777+ZNm0aAwYMYPny5anGvHfvXpydnbG2tn6ma07PqVOnaN68ear78uTJQ/Xq1Z+57QYNGhAUFMSlS5cM4/MypTe/S5YsYfny5UybNg07Ozt+++03fHx8mDdvXorawr6+vly6dAkbGxujfTt37mTgwIGEhoZy5MgRfHx8qFSpEm3btk0Rz6lTpwBwdnZONV4HBwfDzzt27GDKlClMnToVZ2dnrly5wtixYwkKCmLu3LmG47Zu3crKlSu5f/8+cXFxeHp64uLiwtq1a4mPj+fzzz/Hy8uL0NDQ17a0h4iIiPw3xMXFG/4+Iy/OgwcPADS2WZTmN+vTHKfvWb+NqwSxSDYwd+5cFi5cCDxa6RkXF0fTpk1TTUAmJiayaNEivLy86NChAwClSpXi0qVLLFq0iB49ehitPM6I6Ohotm/fzjfffEO5cuUAGDBgAEePHmXJkiUEBgayYsUKqlWrxuDBgwEoXbo048aNw9TU1NBOt27dcHd3B+Djjz9mxYoV/Prrr4YEqLW1NX5+fpiamlK6dGnq1KljWMW6evVqihcvzqhRowztzZw5k/r163P8+HFcXFxSxH3y5EnKli37VNea5NKlS6m2+fbbb7Nq1SoAbt++jZWVVYbb/PHHH1NtMzY2lipVqhhtK1WqFObm5pw4ceK5EsRpXcfDhw8N9XszMr+lS5cmKCiI+vXrA49qNNerV4/IyMgUbVtZWWFubo6FhYVRmQ4XFxf69+8PQIkSJViyZAm//PJLqgnipJXhGamrXaBAASZPnmy4t4oVK0bLli0JDQ01Oq5r167Y2dkBsGHDBu7du8fUqVMN9+iMGTOoWbMmu3btolWrVun2KyIiIiIiIvJfoASxSDbQtWtXunTpAjxKJp49e5ZPPvmE/v37GxLHSW7evMlff/2VIilYvXp1Fi1axI0bN/Dy8uL333837Nu6dStvvfVWmv1HREQAGFYCJ4mNjSU2NhZ4VP4hKXmY5PHEX6lSpQw/58uXD4D79+8btpUsWdIooWxlZWX4yv+vv/7Kr7/+mmqy89y5c6luv3HjRorEa0YVLVo01RIPb7zxhuHn/Pnzc/v27Qy36eTkRFBQUIrtM2bMSFGqwdTUFGtra27cuJHi+NDQUMaNG2d47+HhQWBgYKp9pnUdq1ev5ttvvwUyNr+urq4cP36cmTNncuHCBc6fP8+5c+eoVq3aE67YWOnSpY3e58uXz2j+k0t6EODt27cpWLDgE9utUaMGkZGRzJkzh/Pnz3PhwgUiIyMpXLiw0XHJE+0RERHcvHkzRfz37t3j3LlzGb4mERERkdSYmZlSqVKlzA4jy0ladaixzZo0v1mf5jh98fHxKcp5ZoQSxCLZQL58+bC1tTW8L1euHHFxcYwYMYKzZ88aVn2CcQIzuaRar2ZmZixYsIC4uDjDvqSVpGlJqgG7du1ao4e8AYav4puZpf+/oxw5UpZNT/71idS+1p+039zcnHfeeQc/P78Ux6RV59fExISEhIR040qNmZmZ0ZinxsXFhZMnT6a6786dO/Tv35/+/ftTo0YNACwsLFJt09LSMtVavvHx8amu9nZ1dTUqvWBpafnU15GUoIeMzW/SKvb27dtTr149+vbty/Lly40+aEhPevOfXOXKlQE4ceIEjRs3TrH/yy+/JCoqisDAQEJCQvDz86N169ZUq1aNbt26ceDAgRQriJP/bpibm1O2bNlUy7Q8zapwERERERERkcymh9SJZFNJibXHE6CWlpYUKVKEY8eOGW0/evQoNjY25MuXj2LFimFra2t4pZfcTUpA37hxw+i8pUuXsmfPHgDs7Oz45ZdfjM6bOXMm3t7ez3WdScqWLcu5c+d46623DP3nyJGDyZMnc/Xq1VTPsbGxSTXx+qK8++67REREsH///hT7Vq5cyU8//USxYsWeqe2EhARu376davLe0tLSaB7SW2GbnozM78KFCxk4cCBjx46lQ4cOVKpUiejo6DQTvE9bxuRx5cuXx8nJiYULFxp9mAEQExPDl19+afjQY/HixXTu3JnJkyfTpUsXqlSpwsWLF59Yu6lcuXJcvnwZa2tro3GcMmVKqmUzRERERERERP6rlCAWyQb+/fdfrl+/zvXr17l27RoHDx4kODiYihUrUr58+RTHf/TRRyxfvpwNGzYQHR3N+vXrWblyJd27d3+mxJ2trS3u7u6MHTuW/fv3c/HiRWbOnMnatWsNNV0//PBDfvrpJ+bOnUt0dDQ7d+5k+fLluLq6Pvf1w6P6xX///TejR4/mzJkzhIeHM3ToUKKiooxKVyTn5ORkKJ/wtOLj4w1j/vjr3r17wKMHyb333nsMGjSIxYsXc+7cOc6cOcPMmTP57LPPGD58+DMniM+cOUN8fDxOTk7PdP7TyMj8Fi1alLCwMM6dO8fZs2cJDAzk+PHjhhIUj8uTJw+XL1/mypUrzxzXhAkTuHDhAh9++CGHDh3i0qVL7Nu3Dy8vLywsLBgyZAgARYoU4ejRo5w+fZqoqCjmzJnDtm3b0owNHpXlyJ8/P4MHDyY8PJzIyEiGDRvGyZMnjVbki4iIiIiIiPzXqcSESDawcOFCQ61hU1NTChQoQJ06dRg2bFiqCd/OnTtz//59vvjiC8aPH0+JEiUYPXq0oY7xs5g4cSLTp09nzJgx/PPPP9jZ2REcHEzt2rWBRzWEgoOD+eyzz5g7dy5FihRhyJAhvPfee8/cZ3I2NjYsWbKETz/9lI4dO2JhYUHNmjWZPXt2qqUp4FEphkWLFnH79m2jkgoZceXKFerWrZvqvpEjR9KzZ0/g0bg4Ozuzfv165s2bBzxanTp79myaNm36VH0md/jwYSpWrPjMCeanld78BgUFERgYSLt27cibNy81atRg2LBhzJ8/35AwT65r164MHz4cd3d3du/e/UwxVahQgfXr1zN//nx8fHy4ceMGhQoVomHDhnz00Ue8+eabAIwdOxY/Pz86d+5Mrly5cHJyIjAwEH9//zRLYFhYWLBkyRKmTp2Kl5cXJiYmVK5cmWXLlj33imwRERERERGRV8kk8UnfoRURyeY6dOhAmzZt6NatW2aH8lTatm2Lp6cn7777bmaHIk8h+QMFPj7Vh9jEtFcxi4iISNb1baf95LdI/TkZ8uz0gKusTfOb9WmO05f835SVK1fG1NQ0Q+epxISIyBMMGjSIVatWGerVvg5+/PFH7t27R5s2bTI7FBERERERERH5j1OCWETkCerWrUvlypXZuHFjZoeSYTNmzGDq1KnpPjxQRERERERERETZAxGRdEyZMiWzQ3gqa9euzewQREREREREROQ1oRXEIiIiIiIiIiIiItmUEsQiIiIiIiIiIiIi2ZQSxCIiIiIiIiIiIiLZlBLEIiIiIiIiIiIiItmUEsQiIiIiIiIiIiIi2ZRZZgcgIiIiKW15byc5cuhz3KwmLi4eADMz00yORF4WzXHWpvnN2v5L82uWQ/9UFxGRV0d/6oiIiPwHWb+RH1PTzP8HqrxYp06dAqBSpUqZHIm8LJrjrE3zm7VpfkVEJLvS0iQRERERERERERGRbEoJYhEREREREREREZFsSgliERERERERERERkWxKCWIRERERERERERGRbEoJYhEREREREREREZFsSgliERERERERERERkWzKLLMDEBERkZRu3o0lRw59jpvV2BQvDcCNOw8yORJ5WTTHWZvmN2t71fNrZpqDfLnMX0lfIiIiT6IEsYiIyH9Q3Wnf8SA+MbPDEBERkZfkqG+TzA5BREQEUIkJERERERERERERkWxLCWIRERERERERERGRbEoJYhEREREREREREZFsSgliERERERERERERkWxKCWIRERERERERERGRbEoJYhEREREREREREZFsSgliERERERERERERkWxKCWIRERERERERERGRbMosswMQeVVcXV25cuWK4X3OnDmxtbWle/fuvPfee5kY2dPz9PTkxx9/THXf2LFj6dat2yuO6MWLiori448/5quvvuLPP/+kcePGRvtz587N22+/zfDhw3FxcTFst7e3T7PNLVu2UL58ecP74OBg5syZY3ifI0cOChQoQOPGjRkxYgRWVlYArFmzhrNnz+Lv7//Crm3hwoV8//333Lx5k8KFC+Pm5kafPn0MfWZ3+/fvZ+HChZw6dYrExERKly7Ne++9R5cuXTAxMQHg6tWrHDt2jJYtW76QPi9fvkzjxo1ZtWoV1apVeyFtioiIiIiIiPzXKUEs2Urv3r3x8vIC4N69e4SFheHv78+bb75Jw4YNMze4p9SqVStGjx6dYrulpWUmRPPi+fn54e3tTc6cOQ3b5s6di5OTE4mJidy+fZuVK1fSq1cvtm/fTqFChQzH+fv706xZsxRt5s+fP8W2YsWKsW7dOgDi4uK4dOkS48aNw9fXl88++wyAjh074uHhwZEjR547cXj48GH69etH3bp1+fTTTylcuDC//fYbQUFBfP/996xYsYI8efI8Vx+vu//973/079+f4cOHM378eExNTTl06BBTpkwhJiaGAQMGADBmzBgKFy78whLEIiIiIiIiItmREsSSreTOnRsbGxvD+y5durBnzx5CQkJeuwSxhYWF0bVkJQcOHODKlSu4ubkZbc+XL5/hmgsVKoSfnx+hoaHs3r2bLl26GI6ztLTM8NiYmpoaHVu0aFH69+/PiBEj+Pfff8mdOzempqZ4enoyc+ZMVq1a9czX9eDBA4YPH06DBg2YNWuWYXuJEiWwt7enefPmrFq1ij59+jxzH1nB+vXradSoEd27dzdsK1WqFNevX2f58uWGBHFiYmImRSgiIiIiIiKSdagGsWR7uXLlMnxlHR6VKJg9ezb169enfv36XL9+nZiYGPz9/alXrx7Ozs54eXkREREBwJQpU4xKVFy6dAl7e3vmzZtn2LZo0SJat24NPCp18eWXX9KvXz+cnZ155513jMocvCj37t3j008/xdXVFUdHRzp06MChQ4cM+0ePHs3gwYPx9PSkatWqrF69mtGjR+Pj48P48eOpVq0aNWvW5PPPP+fs2bN07twZJycn2rRpQ3h4uKGd06dP07t3b6pVq4aDgwPNmzcnJCTEsN/T05Pp06czYsQIqlSpQo0aNQgMDCQuLi7N2JctW0bz5s2N5iU15ubm5MyZM93jnlauXLlSbGvWrBnHjx83uvantXfvXv7880+8vb1T7HvrrbdYtmwZ7777rmHbnj17aN++Pc7OzjRs2JDg4GDDuB0+fBhHR0d2796Nm5sbDg4OtG3bliNHjhjO37dvH23btsXJyYm6desyYcIEHjx4AMCmTZt4++23jWJ4fJu9vT0bNmygc+fOODo64u7uzokTJ1i9ejUNGjSgSpUqDB06lNjYWMM5R44cMdwrjRs3Zvr06YY+k9p8/PfrcTly5CAiIoI///zTaHv37t0Nq71Hjx7NoUOH+Prrrw1lRW7duoWPjw9169alUqVK1K1bl6CgIBISEoBHJUW6d+/OzJkzqV69OjVr1mTixIlG8SeXkJDA/PnzadSoEZUrV+bdd99l//79hv3//vsvPj4+1KlTB0dHRzp27Gj0OyYiIiIiIiLyOtAKYsm2EhMTOXToEN9//32KBO2GDRtYuHAhDx8+pECBAoYE8KxZs7C0tGTevHl069aN0NBQGjZsyPLly7l9+zb58uXj0KFDmJiY8OOPP/LRRx8Bj1bEurq6GtqfPXs2Y8aMwdfXlx07dvDpp59Sq1atF1r3dMiQIZw9e5bx48fz1ltvsWbNGnr16sXq1atxdnYGYPv27fj6+hIQEEDevHn5+eef2bJlC56enmzatIlvvvmG2bNns3nzZnx8fHjrrbfw9fUlMDCQDRs28O+///Lhhx/SqFEj1q9fT2JiIkuWLMHPz4+6devy5ptvArBkyRK8vb0JCQnh2LFj+Pj44OzsTJs2bVLEfffuXQ4fPkyvXr2eeH2xsbGsWLECINVyEs/q2rVrLF26lJYtW5I7d27D9oIFC+Lg4MDevXtxdHR8prZPnTpF7ty5jeogJ1elShXDz7t27WLw4MEMGTKEpk2bEhERQUBAALdu3WLs2LEAPHz4kDlz5jBx4kTy589PQEAAY8aMYefOnYZSDH5+ftSrV4+LFy8ydOhQ8ufPb1iBmxEzZsxg0qRJlCpVitGjR9OnTx8cHR1ZuHAhFy5cYNiwYVSrVo0uXbrw66+/0rNnTwYOHEhQUBC///47kyZN4q+//mLKlCmGNpP/fqW20tvLywsvLy9cXV2pXr06NWrUoFatWjg7O5M3b14AfH19uXTpEjY2Nvj6+gIwatQoYmJimDdvHtbW1hw4cIAJEyZQtWpVmjRpAjxKYCckJLBixQquXbuGr68vsbGxBAYGpohj+vTpfPvttwQGBlKyZEn+97//MWDAABYtWkTNmjX57LPP+O2331i8eDGWlpYsWrSIAQMG8L///c/o3hERERFJTXx8PKdOncrsMLKVpIULGvesSfOb9WmO0/es37RVgliylblz57Jw4ULgUYIxLi6Opk2bUr16daPj2rVrR8WKFYFHD8uKiIhgx44dlC5dGoBp06bRrFkzVq1axdChQ8mTJw8//PADzZs35+DBg7i6unLw4EEePnzIgwcPOHbsGMOHDze036hRIzp16gQ8qou8YMECTpw48VQJ4pCQELZt22a0zd3dnUmTJvHbb7/x3XffsXjxYurWrQs8qun7888/s3jxYkNtXRsbGz744AOjNgoUKMDIkSMxMTGhe/fuzJ49m1atWtGoUSMA2rdvz7Rp04BHq5S7d++Op6enYdVt37592bBhA1FRUYYEccWKFQ2rZkuWLMnSpUs5ceJEqgniiIgIHj58SLly5VLs69mzJzlyPPriw/3790lISGD48OEULFjQ6Dg/Pz8CAgKMtvn7+9OuXbsUbV66dMnwkLv4+HgePHiAtbV1ivMBypUrx8mTJ1Nsz6i///47ww+hW7BgAS1atKB3797AoxILt27dYtKkSQwePBh49D/+IUOGGO4bLy8v+vfvT0xMDH/88QcPHz6kSJEiFCtWjGLFirFo0aKnTlx27NjR8OFGmzZtCAwMJCAggBIlSlC+fHkWLVrE2bNnAVi8eDENGjSgZ8+eANja2jJ+/Hi6dOnCkCFDDHWik/9+paZKlSps2rSJL7/8kn379nHw4EHg0b0zZcoUqlWrhpWVFebm5kalVurVq0fNmjUN907Xrl1ZtGgRZ86cMSSITU1NmTlzJgULFqRChQoMHjyYgIAARo4caRTD3bt3Wb58OcHBwdSrV89wPadPn2bBggXUrFmT6Oho8uTJQ/HixbGysmLUqFE0b94cU1PTpxpjERERERERkcykBLFkK127djXUqo2NjeXs2bN88skn9O/f35A4hkc1YZNERkZibW1tSA4D5MyZEycnJ86ePYu5uTnvvPMOBw8epFmzZhw+fJg5c+YQFhZGeHg4N27cIH/+/EarTkuVKmUUl5WVFQ8fPmT+/Pl88cUXacb/1ltvsXXrVgCaNGnC0KFDjfYnPdwsMjISwJD4TFK1alX27dtneF+8ePEUfZQsWdJQsiEpmViyZEnDfgsLC8NX8gsWLEiXLl0ICQnh119/JSoqitOnTwOPkq3pXW9q/vrrLyD1B8pNmTKFSpUqAY++3n/48GE+/fRTAEMiFR6tnm7cuLHRuY8nkZMULVqUpUuXAo9KCty4cYPly5fTqVMnNmzYYDTvBQoUSLPExONjffz48RTH5M+fn7///pvExMR0y2KcPXuWtm3bGm2rXr06cXFxnD9/3rAteXxJyeeHDx9SsWJFWrRoQd++fSlSpAjvvPMOTZo0MST6Myr53OfKlYscOXIY3TfJ74dff/2V6Ohoo7FI+vTy3LlzhgRx8t+vtJQrV44pU6aQmJjImTNnOHDgAMuXL6d3797s3r071fl8//332bNnj+EDijNnzvDHH38YSkwAlClTxujcypUr8/DhQy5cuGB0z507d47Y2FgGDRpk+FACHo1t0gcfPXv2xNvbm9q1a+Pi4kK9evVo3bo1b7zxRrrXJyIiImJqamr4u628GkmrDjXuWZPmN+vTHKcvPj6eEydOPPV5ShBLtpIvXz5sbW0N78uVK0dcXBwjRozg7NmzhpWHyRM8FhYWqbaVkJCAmdmjX6FGjRrx+eefc+bMGeLj43FxcaFy5cr8+OOPXLlyhUaNGhklBHPmzJmivcTERN5//31atGiRZvxJ/cGjB7Elv5bkMhJzWscl358krWTmtWvX6Ny5M4ULF6ZRo0Y0bNiQQoUKGdXRhbSvNzVJfcXHx6dYiVmoUCGja65YsaLhK/7JE8QFCxZMc2weZ2ZmZnRs6dKlcXJyombNmqxfv55Ro0YZ9sXHxxslC5NLXnc5LZUrV2b+/PmcOXOGChUqpNgfFBRE7ty5+fjjj1Odm6Ske/I5SmtsTUxMmDVrFgMGDGD//v2EhYUxYMAA2rRpY1TuIbX2k3v8fjAxMUnzfjA3N6dt27ZGc5EkeSmJJyVQ7969y4wZM+jUqRPly5fHxMSEChUqUKFCBZo2bYqbmxs//fRTigcYJiQk0KdPHy5cuICHhwdt2rTByckJLy+vJ15P0jU/Pq9J4xocHJziXko6tlq1aoaxDQsLY9WqVcybN4/169enugJeRERERERE5L9ID6mTbC8pUZl8lWFyZcuW5datW0arNmNjYwkPD6ds2bIA1K9fn8uXL7Nx40aqV69Ojhw5qF27NocPH2b//v1G9YefxNraGltb2zRfxYoVy1A7SXEdO3bMaPuxY8cM+16ErVu3cvfuXVatWkXfvn1xdXUlJiYGePa6N0mJxKR20pOYmPjMfT1JQkJCinZjYmIMq2Af9/hcpeadd97hrbfeMnqAYZLo6GjWrFljSIrb2dmlmL+jR49ibm5utKo3LeHh4UyZMoWyZcvSs2dPlixZwpAhQwxlSX/EpUoAAQAASURBVMzNzYmPj+fevXuGc6KiotJt90nKli3LuXPnjMbh5s2bBAUFcffu3Qy1kStXLr755hvWr1+fYl9S/eGkFbzJE9URERGEhYURHBzMkCFDaNmyJfnz5+f69etG83j+/HmjWE6ePImFhQVlypQx6svW1hZzc3OuXbtmdD1btmxh06ZNAMyZM4djx47RtGlTxo8fz65duzA3NzdapS8iIiIiIiLyX6cEsWQr//77L9evX+f69etcu3aNgwcPEhwcTMWKFdN8cFitWrVwcXFh+PDhHD16lMjISHx8fPj7778NdYQLFCiAs7Mz69ato2bNmgDUrl2bH374gX/++YfatWu/smuER2UBWrZsSUBAAGFhYZw7d44pU6Zw6tSpFDWHn0eRIkW4c+cOO3fu5MqVK+zZs4dx48YBGMoOPK0KFSqQM2dOIiIiUuy7ffu2Yf6uXr3Kpk2b2LJlC61bt85Q2/fv3+f69etGK2Xj4+MNbV6/fp3ffvsNPz8/YmNjadWqldH5ERERODk5PdN1waNVqRMnTuS7775j4MCBHD16lEuXLrFt2zZ69OhBuXLl6NGjBwAfffQR27dvZ+HChURFRbF9+3Y+++wzOnTokKE6xlZWVvw/9u47vKf7///4PYmoFbNBrSCIkYTYIzFSihCzWivE1qAVO3ZiRKgZ1IgVe3wIGqtGaVrVqpUKjSKIqtqtmfn7wy/vr7ckhIZo8rhdV67L+4zX63nO65zg+X6d51m9ejUzZszg8uXLnDlzhgMHDhjir1SpEiYmJsyZM4fIyEh27NjBli1bXvvY4GmZj1OnTuHr68v58+f56aefGD58OP/880+SL6NLiqmpKYMHD2bVqlVMnDiRX3/9lStXrnDw4EH69+9PjRo1DDWXs2fPTmRkJFevXsXS0pJMmTKxc+dOIiMjOX78OB4eHkRFRRldi/fv32fkyJGGOt2zZs2iY8eOhhraCbJmzYq7uzvTp09nx44dXLlyhcDAQObNm2cokXH16lW8vb05cuQIV69eZdu2bfzzzz+Gl0CKiIiIiIiI/BeoxIRkKIsXLzbUGjYzMyNv3rzUrl2bwYMHJ/vYvImJCXPnzsXX15c+ffoQGxtL5cqVWbNmjVEt1fr163P8+HFq1qwJgJ2dHdmyZaNmzZppUpN0woQJTJs2jaFDh/Lw4UPKlSvHkiVLEtXK/TeaNm1KaGgoEydO5OHDhxQrVgwPDw8WLVpEaGgodevWfeU2s2fPTo0aNThy5EiierkJL7qDpzNgCxcujLu7O/37909R2zt27MDLy4t9+/YZ6uhevXrV8CK/hP7Lli3L/PnzsbW1NSy/c+cO4eHh+Pn5vfIxPatOnTqsXbuWhQsXMnDgQO7du8cHH3yAq6srvXr1MiQqnZyc8PPzY+HChcyePZv8+fPTpUsX+vTpk6J+ihcvzrx585gzZw6BgYGYm5vj5OSEl5cX8LQOsLe3NwsXLmTVqlVUqVKFYcOGMXLkyNc+NhsbG0O8a9aswcLCggYNGiR6AdzLfPLJJ7z//vusWLGCHj168ODBAwoUKECzZs3o27evYbtOnToxZMgQXFxc2Lt3L5MnT8bf358VK1ZQoEABmjZtSoECBYzqRhcpUoRixYrxySefkC1bNj799NNkr5+BAwdibm7O1KlTuXnzJkWLFsXHx4c2bdoAT1+G6Ofnx+DBg7l79y5WVlb4+vpSvXr11zh7IiIiIiIiImnDJP5NPJstIvIvHDx4kFGjRvHtt98mWRM5LSxfvpy9e/eyatWqtA5FXpO/vz/btm3jm2++SetQkvXsCwU6brnOk1j9FS0iIpJe/TKqIfly6OW2b5NecJW+aXzTP43xyz37f8pKlSolerdTclRiQkTeOfXq1aNIkSKGerlpLSYmhrVr1/L555+ndSgiIiIiIiIiIqlKCWIReSdNmjSJBQsWvHYt49S0fv16atasqdIBIiIiIiIiIpLuvBvPbouIPMfa2vqdmUHcqVOntA5BUsGAAQMYMGBAWochIiIiIiIi8k7RDGIRERERERERERGRDEoJYhEREREREREREZEMSgliERERERERERERkQxKCWIRERERERERERGRDEoJYhEREREREREREZEMKlNaByAiIiKJhQxrgKmpvsdNb2JjYwEwMzNL40jkTdEYp28a3/TtbY9vJjP9PS8iIu8GJYhFRETeQXmzZ1YCIh06ffo0ABUqVEjjSORN0Rinbxrf9E3jKyIiGZW+shQRERERERERERHJoJQgFhEREREREREREcmglCAWERERERERERERyaCUIBYRERERERERERHJoJQgFhEREREREREREcmglCAWERERERERERERyaAypXUAIiIikljs7dtgqu9x05vS778PQOytW2kcibwpGuP0TeObvqX2+JpkyoRprlyp0paIiMibpASxiIjIO+h6jVqYPHmS1mGIiIjIa/rg1Im0DkFERCRFNDVJREREREREREREJINSglhEREREREREREQkg1KCWERERERERERERCSDUoJYREREREREREREJINSglhEREREREREREQkg1KCWERERERERERERCSDUoJYREREREREREREJINSglhEREREREREREQkg1KCWFJkxIgR2NjYJPvj7Oz8wv2PHDmCjY0Nf/75Z6rEk9Dei36OHDnyr9tPrXjfRh9vI2aAbt26cfjwYfz9/V86BsuXL8fGxoZDhw4laueff/7B0dGRAQMGAODm5saoUaOS7Xft2rX4+PikyjHY2NiwdevWFG9/9epVPv74Y2xtbfniiy9SJYbUEBMTw/Llyw2fN2/eTPny5d9IX5GRkS8d782bN//r9o8ePZqKUb/9PkRERERERET+azKldQDy3zBq1CgGDx4MwLVr12jXrh3z58/H3t4eADMzs7caj4ODAyEhIYbPAwYMoHDhwowYMcKwLFeuXG81prSWcE7y5cv3xvrYtGkT5ubm1KpVC3t7e9q3b29Y5+joyNixY/noo48My/Lly8fOnTsZP348wcHBZM2a1bBu2rRpxMbG4u3tnaK+P/nkE1xdXTl69ChVq1ZNvYNKgdWrV3Pt2jW2bt1K7ty532rfL7Jjxw58fX1xd3cHwMXFhbp1676Rvj744AOje27SpEncuHGDWbNmGZZZWFi8kb5FRERERERE5M1RglhSxMLCwpD8efLkCfA0AWtpaZkm8WTOnNmob3Nzc7JkyZJm8bwLnj8nqS0mJgZ/f3+mTJkCQPbs2cmePbvRNjly5EgUw+TJk2nVqhVz5sxh+PDhABw9epQNGzYwe/Zs8ubNm6L+zczMcHNzY+bMmaxevToVjijl/v77b0qUKIG1tfVb7fdl4uPjjT5nyZKFLFmyvJG+zMzMjMY2S5YsmJubZ+h7TkRERERERCQ9UIkJSRV79+6lfPny3Lhxw7AsPj4eZ2dno0fgE0RFRTFlyhQcHR2pXLkynTt35sSJE4b1/v7+uLm58fnnn1O5cmVmzpz5yjFdu3bNsH/t2rXx9PTk+vXrRvEtX76cjz76iIoVK9KyZUsOHjxo1Ma+ffto2rQptra2tGnThpMnTxrWOTs7s3TpUvr27UvFihWpU6cOc+fOTbR/mzZtqFixIvXr18ff35+YmJgk43306BFffvklzs7O2NnZ0a5dOw4fPmy0TUBAAPXr16dixYr069ePiRMn4ubmBiQuMfGyc3zz5k369+9P9erVqVSpEu7u7pw5cybZ87lr1y6io6OpXr36C856YtbW1nh4eLBixQrOnj1LdHQ0Y8eOpVmzZjRu3PiV2vroo484fvw4oaGhr7Tfixw5cgQ7Ozv27t1LkyZNsLW1pVWrVoYyBG5ubmzcuJGff/7ZqHTJpk2baN68Ofb29jRq1IhVq1YZ2ty8eTONGzdm/PjxVKlShWHDhrF582aaNGnC6tWrDWP4xRdfcP36dQYPHkylSpWoV68eW7ZsMbRz9+5dvLy8cHR0pEKFCjg6OuLn50dcXBxHjhxh2LBhAIbyDs+XmLhz5w5jx47FycmJihUr0rVrV8LCwgzr3dzcmD59OkOHDqVy5cpUr14dHx+fZK/Rl7l37x5eXl7UqFGD6tWr06tXLy5cuGC0TVBQEK6urtjb29O4cWOj4wU4duwYbdq0wdbWlqZNm3LgwIFXivfo0aN07twZBwcHateuzcSJE3n06FGS8cbExLB48WI++ugj7OzscHV1ZceOHUbbbNmyhcaNG2Nvb0+XLl2YO3euoaSOh4cHvXv3Ntr+8OHD2Nracvv27Vc/gSIiIiIiIiJpQDOIJVXUq1ePnDlzEhwcbHjc/eeff+avv/6iRYsWnDt3zmj7YcOGceXKFWbNmkW+fPkIDg7Gzc2Nbdu2UaJECQB++uknevbsyZYtWzA1fbXvMh4+fIibmxsODg6sW7eO2NhY5s2bR9euXdm2bRuZM2dm8eLFLFiwgLFjx1K5cmWCg4Pp16+fUcJq7dq1TJw4kVy5cjFu3DgGDx7M3r17Detnz57NyJEjGTVqFLt27eLLL7+kZs2aVK1alT179jBw4EA8PT1p1KgRYWFhjB8/nrt37zJmzJhEMXt6enLu3Dm8vb0pVKgQa9eupWfPnqxZs4aKFSuycuVK5s2bx/jx47Gzs2PdunUEBgZSrVq1JM/By86xt7c3MTExrF27FhMTE6ZPn86AAQOMju9Z+/fvx9HR8bXKifTq1Yvdu3czadIk6tWrx99//53kOXiZfPnyYWtry/79+7Gzs3vl/ZMTHR3N3LlzmThxInny5GH8+PGMHDmS3bt34+/vz4QJE7h69Sr+/v7kypWLZcuWMWvWLEaPHk21atX48ccfmTx5MlFRUXTv3h2AiIgI7OzsCAoKIioqipMnTxIZGcm+fftYtGgR165dw8PDgx9//BEPDw/69evH0qVLGTt2LM7OzuTKlYvhw4dz584dvvrqK3Lnzs2hQ4eYMGECVapUoW7duowdOxYfHx9CQkKwsLAwSm7GxsYaYpk1axY5cuTgq6++onPnzmzbto0iRYoAsGzZMjw8PAgKCuLYsWN4eXkZvjB5FXFxcfTu3ZscOXIQEBBA1qxZWblyJR07dmTnzp3kyZOHHTt2MGrUKIYNG0b9+vX56aefGD16NJaWlhQvXhyAVatWMWnSJIoWLcqMGTMYNGgQP/zwg6E8yYviPXnyJO7u7ri5ueHt7U1kZCTjx48nMjKSBQsWJIp5ypQpfP3114wfPx4bGxt2797NoEGDMDMzo3Hjxuzbt4/Ro0czfPhwnJyc+Oabb5g5cyYffPABAK1bt2bgwIHcvn3bMBN+27Zt1K1bN8Uz40VERCT9io2J4ezp02kdhjwj4WnY0xqXdEnjm/5pjF/u+SeNU0oziCVVmJub07x5c7Zt22ZYtnXr1iQTJZcuXWLnzp1MmTKFqlWrUqJECfr370/VqlVZtmyZYTsTExMGDBiAlZUVRYsWfaV4goODefToEVOmTKFMmTKUK1eOGTNmcP36dfbs2UN8fDyBgYF069aNVq1aUaxYMT777DP69OnDw4cPDe14eXlRpUoVSpUqhbu7O1euXOHu3buG9Q0aNODTTz+laNGi9OrVi5w5cxpm6S5atIimTZvSq1cvihcvjouLCwMHDmTdunX8888/RvH+/vvvHDhwAG9vb5ycnLC2tmb06NFUqFCBJUuWAE8TY+7u7rRs2ZKSJUsycuTIZF9IlpJzfOnSJSwsLChSpAglS5bEx8eHSZMmERcXl2SbJ0+epFSpUq80DgkyZcrE5MmTOXbsGDNnzsTHx+e1a/mWLl3aaCZ3aoiPj8fT05OqVatibW1N165duXTpEnfu3CF37txG5RTMzc0JCAiga9eutGvXjuLFi9O+fXvc3NwICAgw+mXs4eFB0aJFDaUpEmZPlylThnr16lG2bFlKly5N165dKVmyJN26dSMqKopLly4B4OTkxKRJk7Czs6No0aJ06tSJDz74gN9++43MmTOTI0cOACwtLROVlggJCSEsLIwZM2ZQpUoVbGxsmDp1Kjlz5jQq0VGuXDk8PDwoVqwYrVq1wsbGxmimeUr9+OOPhIaGMnv2bOzs7ChVqhTe3t7kypWLDRs2ALBixQpcXV3p2rUrVlZWtGvXjqFDhxpdc/3798fJyYnixYvTt29fHj58aDQL+UXxLl26FFtbW4YPH461tTX16tVj/PjxHDhwINGXVPfv32ft2rV4enrSpEkTSpQoQd++fWnSpAmLFi0Cnt5zzZo1o0uXLpQoUYLevXvTqFEjQxv169fHwsKC4OBgAB4/fszu3btp06bNK58/ERERERERkbSiGcSSatq0acPKlSs5f/48RYoUYffu3fj6+ibaLuER908++cRoeVRUFFFRUYbPSSW9UiosLIzbt28nepnZo0ePOH/+PHfu3OHGjRuGl+wlGDBgAIChjEDCrEaAnDlzAv/3jdXz6+Fprebo6GgAzp07R6tWrYzWV6tWjZiYmESP3YeHhwNPXzT3rCpVqvDtt99y584drl69SqVKlRKtP3v2bJLHDy8+xx4eHgwfPpw9e/ZQrVo16tati6ura7KztW/dukWePHmSXJcS5cuXp1GjRvz555+GR/RfR968eZMtMfH8+Tt+/HiK202YuQ7/97K1hLF81u3bt7l582aivqpVq0ZAQAC3bt0Cnn7BkTBL91nFihUz/DlbtmxG27z33nsAhjHq0KED+/btY+PGjURERPDbb7/x559/JpvEf1Z4eDi5c+c2Oq7MmTNjb29vlCx90TX8KsLCwoiNjcXJyclo+ZMnTzh//rwhphYtWhitT3jiIDIyMlE8Cffc48ePUxTvuXPnqFevntH6hN8B586dM7rfL1y4QExMTJLjuH//fuDpt9IuLi5G6ytXrsyvv/4KGH8x5ubmxt69e8mcOXOiGERERCRjMsuUiQoVKqR1GPKMhFmHGpf0SeOb/mmMXy42Nva1Jn0pQSyppnz58tjY2LB9+3ZsbGzIlCkT9evXT7Sdubk5AOvWrUuUAM6cObPhz//mZVvm5uaUKlUqUU1geJpQSojhZZIqp/DsDNFn431+fVLxx8bGAk9n1D4ruWONi4sjU6ZMhu1T+qhASs5xkyZNqF27NgcPHuSHH35g/vz5LFy4kK1bt/L+++8natPExCRFickXSY2XqMXGxiabxA4KCnrtdl80ls9KSOImFRf839iampomatPMzCxR7MkdS0LJhosXL+Lq6krLli2xt7ena9euLz8YXn5NJUjpcb+Mubk5uXPnNswWfla2bNmAxNd9UpI6H//mnktY93zfLxrHhG0zZcr00nOR8MXYpUuX2LZtG82bN0/x7xcRERERERGRd4FKTEiqatOmDXv37mXv3r3JJkpKly4NPJ2RamVlZfhZvnw5+/btS5U4SpcuTWRkJLlz5za0ny9fPnx9fQkPD8fCwgJLS8tEM1ETygSkBmtra44dO2a07JdffsHc3NxoFilgKN3w/PbHjh2jVKlSWFhYUKhQoUSlFU6dOpVk3y87xzExMfj5+XH16lVcXV3x9fUlODiYmzdv8tNPPyXZpqWl5Tvx4q07d+6QP3/+JNc9e6xWVlZvpP8cOXJQsGDBJMfW0tKSXLlypUo/YWFhhISE4O/vj6enJ82aNSNPnjzcuHHDkLQ0MTFJdv9SpUpx9+5do9nqUVFRhIaGvnapkBcpXbq0ofxKwvkvUqQIs2bN4ueffwae3hMJs28TDBs2jIkTJ6ZKDNbW1olmjf/yyy+Gdc+ysrLC3Nw8yXFMOD82NjYvvecSvhjbunUrhw8fpnXr1qlyLCIiIiIiIiJvixLEkqpcXV2JiIhg7969ySZKrKyscHFxYcyYMRw8eJDLly8zc+ZM1q1blyiJ82/iyJMnDwMHDiQ0NJTw8HAGDx7MyZMnDcnTnj17snz5coKDg7l8+TLz58/n5MmTqfZ4+GeffcbOnTtZvHgxERER7Ny5kzlz5tCuXTtDCYMExYoVo1mzZowfP56QkBDOnz+Pr68vp0+fpkuXLoZ4V6xYwfbt27l48SIzZsxI9rGBl53jTJkycfr0acaOHcvJkye5cuUK69evx9zcPNlHNezs7Dhz5kyqnJvk/Pnnnxw6dMjoJ6HcR4KwsLBEpUHets8++4zAwEA2btzIpUuX2LBhA6tWrcLd3f2FSdtXYWlpSaZMmdi5cyeRkZEcP34cDw8PozIh2bNnByA0NJQHDx4Y7V+zZk0cHBwYMmQIv/zyC+Hh4Xh5efH333/z6aefpkqMz6pVqxaVKlVi4MCBHD16lIsXLzJ69Gj2799PmTJlgKfX8Pbt21m7di2XL19mw4YNBAcH/6uSI8/q1asXoaGh+Pn5ceHCBb777ju8vb2pV69eot8tWbJkoVu3bsyaNYtdu3YRERHBokWL2LNnD926dTPEGxwczOrVq4mIiGD58uXs3LkzUb9t2rRhyZIlFC9eXI86iYiIiIiIyH+OSkxIqsqXLx+Ojo5cvXr1hYmSiRMnMn36dEaOHMk///yDtbU1/v7+1KpVK1XiyJIlC8uWLWPKlCl07doVExMTKlWqxIoVK8iXLx8AXbp04fHjx0ybNo3bt29TunRpFixYQOnSpRMlJV+Hk5MTfn5+LFy4kNmzZ5M/f366dOlCnz59ktx+woQJTJs2jaFDh/Lw4UPKlSvHkiVLDDVSO3bsyJ07d/Dz8+Pvv/+mfv36NGzY0Kg+67Nedo6nT5/O5MmT6dOnDw8ePKB06dLMmzcv2Zm3H374IRMnTiQ2NjbJ0hupISQkhJCQEKNlBQoU4NChQ8DT2cPh4eH4+fm9kf5Tqn379jx+/JiFCxfi7e1N0aJFGTFiBB07dky1PgoUKMDkyZPx9/dnxYoVFChQgKZNm1KgQAHDzPcaNWpQvXp1OnTowODBg41mL5uYmDB37lx8fX3p06cPsbGxVK5cmTVr1rzySx9TwsTEhHnz5uHn52dIZCdcwwkzchs2bMjYsWNZsmQJkydPplixYkydOpXatWsbahD/G2XKlGHBggXMmjWLlStXkjt3bpo1a8bAgQOT3P7zzz/H1NSUyZMnc+fOHaytrZkxYwZNmzYFnr6EbvTo0SxevBhfX1+qVq1K69atDbOSE7i6uuLn56fZwyIiIiIiIvKfZBL/OsUmRV6gTZs2uLq6GmbhSeo4dOgQNjY2FChQwLCsR48ehkTimxYVFUWjRo0YP348DRo0eOP9JWX58uXs3buXVatWpUn/krH8/PPP5M+f3+hLk7Fjx3Lp0iVWrFhhWBYeHk7r1q05ePBgkvW7X8WzLxTI3+5TTJ55KaaIiIj8t3xw6gRm/39yirwb9IKr9E3jm/5pjF/u2f9TVqpUKcUT/DSDWFLN3r17OXnyJBEREZpJ9wYEBQURGRnJ2LFjyZ07N99++y2HDx9myZIlb6X/zJkz069fPwIDA9MkQRwTE8PatWuZMGHCW+9bMqZDhw6xe/duJk+ezAcffMCxY8fYtm0bY8aMAeCPP/7g1KlTrFixgiZNmvzr5LCIiIiIiIhIWlCCWFLNggULuHr1Kr6+vuTOnTutw0l3xowZw+TJk+nVqxcPHjygZMmSTJ8+PdXKcqREu3btCA4OJiQkBEdHx7fWL8D69eupWbMm1atXf6v9SsbVv39/Hjx4wMCBA7l79y5FixZl6NChtG3bFnj6EkgvLy9Kly6Nl5dXGkcrIiIiIiIi8npUYkJEROQdoRITIiIi6YdKTLx79Hh6+qbxTf80xi/3uiUmTN9gTCIiIiIiIiIiIiLyDlOCWERERERERERERCSDUoJYREREREREREREJINSglhEREREREREREQkg1KCWERERERERERERCSDypTWAYiIiEhiBY4cxsxU3+OmN7ExMQCYZdI/wdIrjXH6pvFN31J7fE10nYiIyH+E/sYSERF5B5nlzYuZmVlahyGp7Ozp0wBUqFAhjSORN0VjnL5pfNM3ja+IiGRUmpokIiIiIiIiIiIikkEpQSwiIiIiIiIiIiKSQSlBLCIiIiIiIiIiIpJBKUEsIiIiIiIiIiIikkEpQSwiIiIiIiIiIiKSQWVK6wBEREQksfjHj4k31fe46Y2NlRUA8Y8epXEk8qZojNM3jW/6lirja2qKyXvvpVJEIiIib4cSxCIiIu+g2HVrIS4urcOQNyQ2rQOQN05jnL5pfNO3fzO+Zp3dUi0OERGRt0VTk0REREREREREREQyKCWIRURERERERERERDIoJYhFREREREREREREMigliEVEREREREREREQyKCWIRURERERERERERDIoJYhFREREREREREREMigliEVEREREREREREQyKCWIRURERERERERERDIoJYhFREREREREREREMigliEUykKioKAICAmjVqhUODg7Url2bvn37Ehoa+krtXLt2jeDg4DcU5f+xsbFh69atAIwYMQJ3d3cAjhw5go2NDX/++Weq9RUZGYmNjQ1Hjx5NtTZTIiIiAldXV6KiogzL/vrrLyZNmkTDhg2xt7fH2dmZcePGcf369STbWLJkCTY2NixatMiwLOF4XvSzefNmzp07R9u2bYmJifnXx+Lm5saoUaP+VRvu7u6MGDHiX8cCEB8fT1BQELdu3Up2m1e9lp69DkVERERERETSAyWIRTKIR48e0alTJ9atW0f37t0JCgoiICCA3Llz06lTJ3788ccUtzVy5Ei+++67NxjtUyEhITRp0uSN95OWRo8ejYeHB5kzZwbg999/p3Xr1pw9exZvb2927NjBpEmTOHv2LB07duSvv/5K1EZQUBDFixdn06ZNxMfHA/DBBx8QEhJi+GnatClVq1Y1Wubi4kLp0qUpV64cixcvfqvH/TYcO3aM4cOH8+jRo2S3cXBwICQkhPz587/FyERERERERETeHUoQi2QQs2bNIiIigtWrV9OiRQusrKwoX748U6ZMoUaNGkyYMMGQXHyZlG73b1laWvLee++9lb7SwqFDh7h69apREnzo0KEUK1aMpUuXUqdOHYoUKUKtWrVYsmQJjx8/Zt68eUZthIaGEh4eztChQ7l06ZIh0W9mZoalpaXhJ0uWLJibmydaBtCtWzcWL17MP//88/YO/i1IyXWaOXNmLC0tMTXVX4ciIiIiIiKSMel/xCIZQFRUFJs3b+bjjz+mQIECidaPHTuW6dOnY2JiAjx97L5z5844ODhga2tLy5YtOXToEPD0EfvDhw+zZcsWbGxsAIiLi2PBggU0aNCASpUq0bZtWw4ePGhof/PmzTRu3Jjx48dTpUoVhg0bxubNm2nUqBGrV6+mTp06VKlShSFDhvD3338b9nu2xMSLREZG8vnnn1OjRg0qVKiAs7MzAQEBhvUjRoxg4MCBuLm5UaVKFdasWfPSNjdv3kyTJk1Yv349zs7O2Nra0rFjR86fP2/Y5v79+3h7e1O7dm0cHBzo0aMHFy5ceGnbCVasWEHjxo0N5/3UqVOEhYXRu3dvzM3NjbbNkSMHCxcupG/fvkbLt2zZQpEiRWjYsCFWVlasX78+xf0nsLa2pnDhwmzYsOGV930RGxsbNm3aRKdOnbCzs6N+/fpG8cXFxTFnzhwcHR1xcHDA19eX2NhYw/qkyj88v+zbb7+lVatW2Nvb4+joyIQJE3jy5AmRkZF06tQJgA8//BB/f3+OHDmCnZ0d8+fPp3r16ri5uSVq72XX0rNiY2Px8/PDyckJW1tbXF1d2blzZ6qeQxEREREREZE3LVNaByAib96VK1f4+++/qVixYpLrixYtavjztWvX6NWrF926dcPX15cHDx4wa9Yshg8fzsGDBxk1ahRXrlzB0tLSUG92+vTpfPPNN/j4+FCsWDG+++47+vfvT0BAADVq1ACe1tq1s7MjKCiIqKgoTp48ybVr11i/fj3z5s0jJiaG0aNH4+npyZIlS17p+D777DMKFy5MYGAgWbJkISgoiGnTplGnTh3KlSsHwM6dOxk1ahTjx48nZ86cKWo3MjKS7du3M2fOHExNTRk6dCgTJkxg+fLlAAwcOJDIyEimT59OgQIFmDlzJj179mT37t2JErzPe/DgAUeOHKFnz56GZadPnwZIdpxsbW2NPkdFRREcHEybNm0AaNq0KUuWLOH27dvkzZs3RceYoF69euzfv58ePXq80n4v8+WXXzJ27FimTJlCYGAg48ePx9HRkcKFC/PVV18RGBjIxIkTKV26NIsXL+ann36idevWKWr79u3b9O/fn9GjR+Pk5MTly5cZNGgQefLk4bPPPmP+/Pl4eHiwceNGrK2t+fXXX4mKiuLIkSNs3LiRx48fc/fuXaM2U3ItJVizZg3ffPMN/v7+vP/++2zdupXBgwdja2trdE+JiIhIxhEbG8tv///fdPLuefLkCfB//+6W9EXjm/5pjF/udZ/41gxikQwgYVZuShKj0dHRfPHFFwwcOJCiRYtStmxZ3N3duX37Nrdu3cLCwgJzc3OyZMmCpaUlDx48IDAwkJEjR+Lk5ISVlRWdO3emZcuWRi9NA/Dw8KBo0aJYW1sb+po2bRqVKlWiatWqjBs3jpCQkFeahfv48WNat26Nt7c3NjY2WFlZ0a9fP0xNTfntt98M21laWtKlSxesra2xtLRMUdvR0dF4e3tja2tL+fLl+eSTTzhx4gQAFy5c4LvvvsPb25tatWpRsmRJfHx8+OijjxIlHZMSFhZGdHQ0pUuXNix7lXEC2L9/P3fv3qVp06YAuLi4EB0dzebNm1O0/7NKly7NyZMnX3m/l2nbti0uLi4ULVqUzz//nLi4OE6dOkV8fDxr1qyhW7duNGnSBGtra3x8fJKc4Z6cP//8k+joaAoWLEjhwoWpVasWAQEBNGvWDDMzM3LlygVA3rx5yZ49u2G/nj17YmVlZZgBnyCl11KCS5cukTVrVgoXLkyRIkXw8PBg4cKF5M6d+/VOloiIiIiIiEga0AxikQwgT548AClKXBYrVoxWrVqxYsUKfvvtNy5dusSZM2cAjB7/T3D+/HmioqL44osvjOq4RkdH8/777xs+m5iYUKRIEaN9c+XKZZSkq1SpEgDh4eGULFkyRceWJUsWOnfuzI4dOzh16pQh3ri4OOLi4gzbPd93SpiYmGBlZWX4bGFhQXR0tCFGAHt7e8P6PHnyMGLEiBS1ffPmTcM+z+4PcO/ePfLly/fSNrZs2ULhwoUNMdjY2GBtbc3GjRvp0aOHoXRFSuTNm5fo6Gju3btnSKwm6NmzJ7/88ovh8+LFi6latWqK2i1evLjhzxYWFsDTa+POnTvcvHnTaFZ05syZKV++fIpjLleuHE2bNqVPnz4ULFiQOnXq0LBhQxo0aPDC/ZKb3ZvSaylBx44d+eabb6hbty62trY4OTnh6upqOE4RERHJeMzMzKhQoUJahyHJSJh1qDFKnzS+6Z/G+OViY2MNE9tehRLEIhlAsWLFyJcvHydPnsTFxSXR+iNHjrBs2TJ8fHy4e/cunTp1omLFitSqVQsXFxdiYmIS1b5NkDlzZgD8/f2NkqmAUcLY1NTUsG2CTJmMfwUlJKBf5YVhDx48oFOnTsTGxtK4cWNq1KhBxYoVEyUJE17I9ipMTU0TxZjwuMbzy19VQvI2NjYWMzMz4P8S5CdOnODDDz9MtM/SpUuJiIjAx8eHGzduEBISQmxsrFFSNS4ujvj4eH788Udq1aqV4ngSEqBJnftJkybx+PFjw+dXmeX7/JiD8SMvzz/+ktT2z3r2SwoTExNmzZpF//79OXjwICEhIfTv35+WLVvi6+ubbBvJXQspvZYSlCxZkr1793L48GG+//57goODWbhwIQEBAa907kVERERERETSkkpMiGQApqamtG7dmv/9739cv37daF18fDyLFi3i4sWLWFpasn79ej744AMCAgLo0aMHTk5Ohn0SknnPzky1srLC3Nyc69evY2VlZfjZvn37S0sd3L59mz/++MPwOaHEwfO1Xl8kJCSEM2fOsHLlSvr370/jxo15+PChIVH6piSUyfj1118Ny+7fv0+tWrU4evToS/dPKHNx584dw7IyZcpgb2/P4sWLiYmJMdr+zp07LF261JAg3bZtGzExMQQEBBAUFGT4WbNmDebm5q/8wrnbt2+TNWvWJGe/FihQwGhsXyfZ/ry8efNSoEABjh8/blgWFxdHWFiY4XNCHef79+8blkVERBj+HBoaiq+vL6VKlaJHjx4sW7YMT09PduzYAfBKM6jh1a+l1atXs2fPHurWrYuXlxc7d+6kRIkS7N69+5X6FREREREREUlLShCLZBAeHh4UKVKEjh078vXXX3PlyhWOHz/O559/zs8//8ykSZMwMTGhYMGCXL16le+//56rV6+ydetWZs6cCTx9KRpA9uzZiYyM5OrVq2TNmhV3d3emT5/Ojh07uHLlCoGBgcybN++lL+qKj49n+PDhnDlzhp9//hlvb28aN278Si/4+uCDDwDYvn07V69e5fDhwwwcONAo3jehRIkSfPjhh3h7e3P06FHOnz+Pl5cXFhYW2NvbExsby40bN4xm3j6rbNmyZM6c2SghCjBhwgQuXrxI9+7dOXz4MFeuXOHbb7+la9euZMmSBU9PTwCCgoKoVasWjo6OlClTxvBTuXJlXFxc+Oabb7h9+3aKjycsLMyoXMbb0L17dwIDAwkKCuLChQtMmDDB6AuDMmXKkC1bNhYsWMDly5c5dOgQy5YtM6y3sLBg9erVzJgxg8uXL3PmzBkOHDhgOI6EusNnzpzhn3/+eWk8r3ot3blzhwkTJnDgwAGuXr3Kvn37iIyMTPYlgyIiIiIiIiLvIiWIRTKI7Nmzs2rVKpo3b87cuXNp3rw5AwYMIC4ujvXr1xtqynbp0oVGjRrh6elJixYtWL16Nd7e3mTLlo3Q0FAAOnXqxMWLF3FxceHGjRsMHDiQDh06MHXqVJo2bcratWvx8fGhTZs2L4zJzMyMDz/8EHd3d/r370+dOnXw8/N7peOyt7dn2LBhLF68GBcXF3x8fGjRogU1atQwxPumTJkyBTs7Ozw8PPjkk0+Ijo4mICCAzJkzc+3aNRwdHQ2zWZ+XPXt2atSowZEjR4yWly1blg0bNlC4cGG8vLxwcXFhwoQJVKtWjXXr1vH+++8TGhpKeHg4nTp1SrJtd3d3oqOj2bJlS4qP5ciRI0mWtXiT3N3d+fzzz5k1axatW7fmwYMHNGzY0LA+R44cTJs2jV9//RUXFxfmzJnD8OHDDeuLFy/OvHnz+P7772nRogVdunShYMGCzJgxA4BSpUrRuHFjPD09mTNnzkvjedVrqW/fvnz88ceGLzamTp3KgAEDaN26dSqcHREREREREZG3wyT+TT6DLSKSjM2bNzN69OhEM2gzkoMHDzJq1Ci+/fbbf13T+N84e/YsnTp14sCBA+TMmTPN4hDjFwrYnjiOWRIvxxMREZF3l1lnN0yyZk3rMCQZesFV+qbxTf80xi/37P8pK1WqZHjn0ctoBrGISBqpV68eRYoUSXaW8duyYsUKunXrpuSwiIiIiIiISAakBLGISBqaNGkSCxYseKP1kl8kPDycs2fP0rt37zTpX0RERERERETSlhLEIpIm2rRpk6HLSySwtrZmx44dZM6cOU36L1OmDFu2bEmz/kVEREREREQkbSlBLCIiIiIiIiIiIpJBKUEsIiIiIiIiIiIikkEpQSwiIiIiIiIiIiKSQSlBLCIiIiIiIiIiIpJBKUEsIiIiIiIiIiIikkFlSusAREREJDGz9h0wM9X3uOlNbGwsAGZmZmkcibwpGuP0TeObvqXK+OrvbhER+Q9SglhEROQdZJIlCyZKQKQ7v50+DUCFChXSOBJ5UzTG6ZvGN33T+IqISEalrzdFREREREREREREMigliEVEREREREREREQyKCWIRURERERERERERDIoJYhFREREREREREREMigliEVEREREREREREQyqExpHYCIiIgkFnv7Npjqe9z0pvT77wMQe+tWGkcib4rGOH3T+KZvqTG+JpkyYZorV2qFJCIi8lYoQSwiIvIOul6jFiZPnqR1GCIiIvIKPjh1Iq1DEBEReWWamiQiIiIiIiIiIiKSQSlBLCIiIiIiIiIiIpJBKUEsIiIiIiIiIiIikkEpQSwiIiIiIiIiIiKSQSlBLCIiIiIiIiIiIpJBKUEsIiIiIiIiIiIikkEpQSwiIiIiIiIiIiKSQSlBLCIiIiIiIiIiIpJBKUGcQQUFBfHxxx9TqVIlHBwcaN++PTt27EjrsBK5e/cumzZteu39bWxsXvjj7+//r+KzsbFh69at/6qNd6GPlzl69CidO3c2fL537x6TJ0+mQYMG2NraUqdOHQYPHsylS5cM26Tk3O/YsQMbGxuCg4MT9enn50ft2rW5ceMGt27dwsXFhX/++edfH8uIESNwd3d/pX0mTpyIg4MDVapU4ebNm/86htRy/PhxfvnlF8PnN3mtuLm5vXA83dzc/nX7o0aNSqVo064PERERERERkf+aTGkdgLx969evx8/Pj9GjR1OlShWio6P55ptvGDRoEE+ePKF169ZpHaLBl19+yaVLl/j4449fa/+QkBDDn5cuXcru3btZv369YVm2bNn+dYzp3ZMnTxg1ahTTpk0zLOvTpw8mJib4+flRuHBh/vzzT+bOnUuHDh34+uuvyZs3b4rOffbs2dm3bx/e3t5UrVqVAgUKAHDgwAGWL1/OwoULsbS0BMDV1RU/Pz8mTpz4lo78qd9//52VK1fi7e2No6Mj77///lvt/0U6d+7MhAkTqFKlCvD0es+ZM+cb6cvf35/o6GjgaWJ6wIABbNmyxTA+5ubmb6RfEREREREREXmzlCDOgNavX88nn3xCmzZtDMtKlSpFREQEgYGB71SCOD4+/l/tn5C8gqcJSTMzM6Nl8nKbN28mX7582NvbA/Dbb79x/Phxtm3bho2NDQCFCxdm7ty51KlTh6+//pouXbqk+NyPGzcOV1dXvLy8WLJkCX/++ScjRoyga9eu1K1b17Bd586dcXR0pFevXlhZWb3ho/4/9+7dA6BOnToUKVLkrfWbEs/fH2/y2s6dO7fhz7ly5QIgb968up9ERERERERE/uNUYiIDMjU15dixY4ke1x8+fLhRyYV79+7h5eVFjRo1qF69Or169eLChQuG9U+ePMHX19dQZqBmzZp4eXnx6NEjwzYHDx6kRYsW2NnZ0aZNG5YvX25IKgKcPXuWXr16UbVqVWxtbWncuDFBQUHA0xmLmzZt4qeffsLGxobIyEgANmzYQOPGjbG3t8fV1ZUtW7a89rmIiopiypQpODo6UrlyZTp37syJEyeMtjl48CDt2rWjYsWKODs7ExAQYLT+/PnzuLm5YWdnh7Ozs1FJjBEjRjBy5EgmTpxIjRo1cHBwYPDgwdy/f9+wTXh4OL169aJatWpUr16dYcOGcfv27WRj3rRpE82bN8fe3p5GjRqxatWqRPEmd84nTZpEs2bNjLa/fPkyNjY2nDlzJsn+li9fTtOmTQ2fzczMADh06JBRgjJ79uwEBQXRsmXLZGNPSs6cOZkyZQo//PAD69atw8vLi8KFCzNo0CCj7SwsLKhVqxYrVqx4pfZfxtnZmaVLl9K3b18qVqxInTp1mDt3LvA0Od6xY0cAGjZsyIgRI4CXj5mNjQ2zZ8+mbt261K1blxs3bmBjY8PGjRtp3749dnZ2uLi4cOLECdasWUO9evWoXLkygwYNIioqytDO2rVrad68OXZ2djg4ONC9e3dDGQ9nZ2diY2Px8vIylHd4vsTEi66VzZs306RJE9avX4+zszO2trZ07NiR8+fPv/a5fNm9GRERQd++falcuTI1a9Zk1KhRPHjwwLD+n3/+YdiwYTg4OFCjRg0mTZpEbGxsiuO9c+cOY8eOxcnJiYoVK9K1a1fCwsKSjTehdIqDgwO1a9dm4sSJRr+/Ll68SPfu3alUqRLOzs4EBQVRvnx5jhw5wt69eylfvjw3btwwbB8fH4+zszPLly9/7XMoIiIiIiIi8rZpBnEG1KNHDzw9PXFycqJmzZpUq1aN2rVrU65cOfLmzQtAXFwcvXv3JkeOHAQEBJA1a1ZWrlxJx44d2blzJ3ny5MHPz4+QkBCmTZtGwYIFOXXqFCNGjMDGxgZ3d3fCwsL47LPP6N27Ny1btuTo0aNG5QEePnxI9+7dadCgARs2bCA+Pp5ly5YxevRoHB0d6d69OxEREVy9ehV/f3/y5s3LmjVr8Pf3Z9y4cZQvX57jx48zYcIEgNea+Txs2DCuXLnCrFmzyJcvH8HBwbi5ubFt2zZKlCjB8ePH6du3L3369GHq1Kn8/vvvDBs2jJw5c/LJJ58AsHr1aiZMmMDkyZNZsWIFY8aMoUaNGhQtWhSAbdu20a5dO9atW8fly5cZOHAg1tbWeHh4EBkZSYcOHWjQoAGrV6/m77//xsfHh+7du/O///3PkIxNsGzZMmbNmsXo0aOpVq0aP/74I5MnTyYqKoru3bu/9Jy3bt2awMBAwsLCKF++vCG+smXLUq5cuUTn58KFC0RERFC/fn3DslKlStGgQQO+/PJL1q5dS506dahatSqOjo4UL178lccAoFatWri5uTFx4kQyZ85MUFAQmTNnTrRdvXr1WLhwIWPHjn2tfpIze/ZsRo4cyahRo9i1axdffvklNWvWxMXFhVy5cuHh4cHGjRspUaJEisds48aNLF68mOjoaMMs2xkzZjBp0iSKFy/OiBEj6N27N3Z2dixevJiLFy8yePBgqlatSseOHdm1axe+vr5MmTKFihUrcvXqVcaMGYOfnx/z589n06ZNODo6Mnz48CST8i+7VgAiIyPZvn07c+bMwdTUlKFDhzJhwoTXSnC+7N78+++/6dy5M7a2tqxZs4YnT57g5eXF2LFjmT59OgC7d+/m888/Z9u2bRw9ehQvLy8qVKhAq1atXhpvbGys4bhmzZpFjhw5+Oqrr+jcuTPbtm1LNPv75MmTuLu74+bmhre3N5GRkYwfP57IyEgWLFjAw4cP6datG2XLlmXDhg3cuHGDMWPGGBLW9erVI2fOnAQHBxtqWv/888/89ddftGjR4pXPn4iIiKQPsTExnD19Oq3DkGQ8efIEgNMao3RJ45v+aYxf7nWfxNcM4gyoadOmhlmLR48eZerUqbRq1YrWrVtz7tw5AH788UdCQ0OZPXs2dnZ2lCpVCm9vb3LlysWGDRsAqFixIr6+vlStWpUiRYrg4uKCvb094eHhAKxYsQIHBwcGDhxIiRIlaNeunWE2JsCjR49wd3dn9OjRlCxZEmtra/r06UN0dDQRERFkz56dLFmyYG5ujqWlJWZmZixYsID+/fvTpEkTihUrRsuWLenRowcLFix45fNw6dIldu7cyZQpU6hatSolSpSgf//+VK1alWXLlgGwcuVKqlatajiGRo0aMW7cOLJmzWpop3Pnzri4uFC0aFEGDBhAXFyc0Wzc3LlzM3r0aEqUKEG9evWoXbu2YZbymjVryJkzJ76+vpQpU4aqVasyc+ZMzpw5w3fffWcUb3x8PAEBAXTt2pV27dpRvHhx2rdvj5ubGwEBAcTHx7/0nJcvXx4bGxu2bdtmWLZt27Zkk+unTp0ia9asiZJrc+fOZezYsbz//vts2rSJYcOG4eTkxLhx4wx1al9Vw4YNiYmJoWjRohQuXDjJbUqXLs21a9e4fv36a/WRnAYNGvDpp59StGhRevXqRc6cOTlx4gRZsmQxKqdgYWGR4jFr3bo15cqVM5TmAPjkk09wdnamZMmStGzZknv37jF+/HjKlClD48aNKVeunOEezJs3L5MnT8bFxYXChQtTvXp1mjVrZri/Er7MsbCwMCr/ACm7VgCio6Px9vbG1taW8uXL88knnySaQZ9SL7s3d+zYwcOHD/nyyy8pW7YsFStWZOLEiZQoUcLQhoODA/369aNo0aK0bt2aMmXK8OuvvxrWvyjekJAQwsLCmDFjBlWqVMHGxoapU6eSM2dOVq9enSjepUuXYmtry/Dhw7G2tqZevXqMHz+eAwcOcO7cOXbu3Mnff//NtGnTKFOmDHXq1GHMmDGG/c3NzWnevLnRvbR161bq1q1rGBsRERERERGR/wLNIM6gKleuTOXKlYmNjeX06dPs37+fVatW0atXL/bs2UNYWBixsbE4OTkZ7ffkyRPDI90tW7YkJCSEqVOnEhERwe+//87ly5cNycSwsDCjGrIAVapUYenSpQDky5ePjh07EhQUxJkzZ4iIiODs2bMAhll6z7p9+zbXr1/Hz8+PL7/80rA8JiaG2NhYoqKikpx1mpyER88TZgIniIqKMjzmHx4enugYEmYzJnh21mxCMvHx48eGZcWKFTOaCWxhYWFIcJ47dw47OzujF3xZW1uTJ08ewsPDjWbu3r59m5s3b+Lg4GDUf7Vq1QgICODWrVsvPecAbdq0ISAggGHDhnHy5EmuXr2Kq6tr4hME3Lx5k1y5cmFiYmK0PFOmTHTq1IlOnTrx999/89NPP7Ft2zbWrVtHjhw5GDp0aJLtJef+/fuMHDmS6tWrc+zYMebNm8cXX3yRaLuExNutW7cML7RLMHbsWLZv32747O3tneKZnM/PfLawsEg20Z3SMUuYQf6sYsWKGf6cNWtWTE1NjZLvWbJkMVx71atXJzw8nLlz53LhwgUuXrxIeHh4ouNOSkquFQATExOjes4vOu6X9feyezM8PJySJUuSI0cOw/qE30MJnk0Ww9P76dl76UXxhoeHkzt3bqM2MmfOjL29vSHp/qxz585Rr149o2VVq1Y1rAsLC8Pa2hoLCwvD+oSXASZo06YNK1eu5Pz58xQpUoTdu3fj6+v7gjMlIiIi6Z1ZpkxUqFAhrcOQZCTMOtQYpU8a3/RPY/xysbGxrzXxSwniDObatWssXLiQfv36GWbl2tvbY29vT9WqVenRowe//fYb5ubm5M6d2zBb+FnZsmUDYNSoUezbt4/WrVvz0Ucf4enpiY+Pj2E7MzMz4uLiko3l+vXrtG/fngIFCtCgQQPq169P/vz5adu2bZLbJyTkxowZQ/Xq1ROtz5Tp1S7nhPbWrVtHlixZjNYlJJpT0qapaeKJ+M9O6U8qaZ2w/vl+E8TFxRklIAHee++9JLdNSKZnypTppeccwNXVlWnTpnHkyBH27NlD3bp1yZcvX5LbmpiYJErW79mzh4iICHr37g08rSHcsGFDGjZsyODBgzl48OArJ4jHjRvH48ePmT17NqtWrWLBggXUq1ePSpUqGW2XcGxJnfMvvviCHj16GD4nd0xJedEYPS+lY5bUeD1/PZmYmCRKvicICgpi9OjRtGjRgqpVq9K5c2cOHTpkNGM1OSm5VuDpeXw+ptd5HCUl92Zq3EsvivdF45JU30ltn9BWSu+lhBn527dvx8bGhkyZMhl9qSMiIiIiIiLyX6ASExnMe++9x6ZNm/j6668TrcuZMycmJibky5eP0qVLc/fuXQCsrKywsrKiSJEizJo1i59//pk7d+6wadMmfHx8GD58OK1ataJEiRJcuXLFkGSxsbHh1KlTRn2cPHnS8Ofg4GAePHjA6tWr6dOnD87Ozty5cwf4v0TNs8kzCwsLChQoQGRkpCEmKysrfvjhB5YsWZJkculFSpcuDTydjfpse8uXL2ffvn3A05mhzz7iDjBz5kw8PDxeqa/kWFtbExoaajRr8/fff+fevXtYW1sbbZsjRw4KFizIsWPHjJb/8ssvWFpakitXrpeec3iaOK1bty579uwxJPiTY2lpyd27d42SdH/++Sdz585NssyDhYXFKyVm4enLx77++msmT55M3rx5+eyzzyhbtixDhw41eoEZYHgRXP78+RO1ky9fPqNxfHamamp6lTH7N5YsWUL79u2ZPHkyHTt2pHLlyly+fNloLJJLLqfkWklNKbk3ra2tuXjxotGYfvfdd9SvX9/oxXCvq1SpUty9e9foRZpRUVGEhoZSqlSpRNtbW1tz/Phxo2W//PKLYZ2NjQ0XLlwwepnn8/cSPJ1FvHfvXvbu3Uvz5s0TfbEjIiIiIiIi8q5TgjiDyZs3Lz169GD69On4+/vz22+/cenSJb755hu8vLxo3bo1hQoVolatWlSqVImBAwdy9OhRLl68yOjRo9m/fz9lypQhR44c5MiRg3379nH58mXCwsIYPHgw165dMzwi361bN44dO4a/vz8REREEBQWxcuVKQywFCxbk/v377N69m6tXr7Jv3z7GjRsHYGgje/bsXL9+nStXrhATE8Nnn33G8uXLWb9+PZcvX2b79u1MmTLF8BKwV2FlZYWLiwtjxozh4MGDXL58mZkzZ7Ju3TpDoq979+78/PPPzJ8/n0uXLrF7924CAwNxdnb+t0MBPK1f/M8//+Dl5cW5c+c4evQoQ4YMoWzZstSqVSvR9p999hmBgYFs3LiRS5cusWHDBlatWoW7uzsmJiYvPecJ2rRpw+bNm3ny5MkLZzza29sTHR1t9Ih+mzZtKFy4MF26dGHHjh1ERkZy+vRpAgIC2LJlC3379k3x8UdERDBhwgQ6duxoeNzf3NycadOmcf369USP64eFhVGkSJE0rfH6qmP2ugoWLMgvv/zC2bNniYiIYO7cuezYscNwb8DT++P33383lIx41suuldT2snvT1dWV7Nmz4+XlRXh4OMePH8fX15fq1asb1fR+XTVr1sTBwYEhQ4bwyy+/EB4ejpeXF3///Teffvppou179epFaGgofn5+XLhwge+++w5vb2/q1auHtbU1zZs3J2fOnAwfPpzw8HB+/PFHw0v3nj1/rq6uREREsHfv3td6UaaIiIiIiIhIWlOJiQzI09MTKysrNmzYwPLly3ny5AnFihWjdevWuLu7A08TIPPmzcPPzw8PDw+ioqIoV64cS5YsMczGmzVrFn5+fjRv3py8efNSt25dunfvzt69ewEoW7Yss2fPZsaMGSxcuJBy5crRvn17Vq1aBTx9WV5oaCgTJ07k4cOHFCtWDA8PDxYtWkRoaCh169Y1zM5zcXFh9erVdOjQgaioKJYsWcKECRMoUKAAHh4ehnIHr2rixIlMnz6dkSNH8s8//2BtbY2/v78h0VehQgX8/f2ZM2cO8+fPp2DBgnh6evLxxx//y1F46v3332fp0qVMmzaNtm3bkjVrVpydnRk6dGiSMxHbt2/P48ePWbhwId7e3hQtWpQRI0YYXkT3snOeoH79+mTJkoXmzZu/sG5z8eLFKVmyJEeOHKFMmTLA09mpa9as4auvvmLWrFlcu3YNc3NzKlasyOLFi5MsMZCUqKgoBg0aRMGCBRk+fLjROmtrawYNGoSvry8NGjTgww8/BODIkSOGP6eVVx2z1zVmzBhGjx5N+/btyZo1K/b29vj4+DB27Fj++OMPChUqRK9evZg/fz4//PADQUFBRvu/7FpJbS+7N7Nly8aSJUvw9fWlXbt2ZM+encaNG79yOZLkmJiYMHfuXHx9fenTpw+xsbFUrlyZNWvWJFkPukyZMixYsIBZs2axcuVKcufOTbNmzRg4cCDw9GmLxYsX4+PjQ9u2bbG0tKRjx45MmzbNaJzz5cuHo6MjV69eVR0sERERERER+U8yiX+dgpMiKXDq1CkyZ85M2bJlDcsWLVrEhg0bDElkSV0pPed37tzBycmJ9evXvzSptXr1av73v/+xefPmNxZ3Sty+fZsGDRqwbds2oxeVibwJV69e5fLly0azwk+cOMGnn37Kt99+ywcffGBY3qZNG1xdXenWrdu/7vfZFwrkb/cpJk+e/Os2RURE5O354NQJzF6x5Jq8PXrBVfqm8U3/NMYv9+z/KStVqoSZmVmK9lOJCXljwsLC6Nq1K4cOHeKPP/7g22+/Zfny5bRo0SKtQ0u3XnbO79y5w+7duxk5ciS2trYp+qXarl077t27Z6jPmlbWrFmDi4uLksPyVjx+/Jju3buzevVqIiMjOXXqFFOmTKFatWqG5PDevXuZPn06ERERKi8hIiIiIiIi/1kqMSFvzCeffMJff/3F+PHj+euvv8ifPz+dOnWiT58+aR1auvWycx4TE8OoUaPInz8//v7+KWozc+bMTJ48menTp7NmzZo3GX6ybt26xddff8369evTpH/JeKytrZk+fToLFizAz8+PbNmy0aBBA6OSGAsWLODq1av4+vqSO3futAtWRERERERE5F9QiQkREZF3hEpMiIiI/LepxMS7TY+np28a3/RPY/xyKjEhIiIiIiIiIiIiIq9ECWIRERERERERERGRDEoJYhEREREREREREZEMSgliERERERERERERkQxKCWIRERERERERERGRDEoJYhEREREREREREZEMKlNaByAiIiKJFThyGDNTfY+b3sTGxABglkn/BEuvNMbpm8Y3fUuN8TXRtSEiIv9B+ttLRETkHWSWNy9mZmZpHYaksrOnTwNQoUKFNI5E3hSNcfqm8U3fNL4iIpJRaWqSiIiIiIiIiIiISAalBLGIiIiIiIiIiIhIBqUEsYiIiIiIiIiIiEgGpQSxiIiIiIiIiIiISAalBLGIiIiIiIiIiIhIBpUprQMQERGRxOIfPybeVN/jpjc2VlYAxD96lMaRyJuiMU7fNL7p278aX1NTTN57L5UjEhEReTuUIBYREXkHxa5bC3FxaR2GvCGxaR2AvHEa4/RN45u+vc74mnV2S/U4RERE3hZNTRIRERERERERERHJoJQgFhEREREREREREcmglCAWERERERERERERyaCUIBYRERERERERERHJoJQgFhEREREREREREcmglCAWERERERERERERyaCUIBYRERERERERERHJoJQgFhEREREREREREcmglCAWkXTF2dkZGxsbw4+dnR3Nmzdn06ZNqdrP5s2bKV++fKq2mZS7d+/SpEkT7ty5A2B0bDY2NlSqVIk2bdpw4MCBJPcPDQ3FxsaGnj17Jlr35MkTXF1diYyM/Ndx+vv706hRo3/Vxvz583F2dv7XsSQ4fvw4v/zyywu3sbGxYevWrSlq722NuYiIiIiIiMjbpASxiKQ7vXr1IiQkhJCQEIKDg+nYsSNjx47l22+/TbU+XFxcOHToUKq1l5zJkyfz8ccfkydPHsOysWPHEhISwnfffcfmzZtxdnamf//+nD17NtH+W7ZsoXjx4nz//fdcvXrVaN17771Hr169GDNmzBs/jrTQuXNnLl269MJtQkJCaNKkyVuKSEREREREROTdowSxiKQ72bJlw9LSEktLS4oVK0bHjh2pVasWQUFBqdZHlixZeP/991OtvaScP3+ePXv20KFDB6PlOXLkwNLSkvz581OyZEn69+9PkSJF2L59u9F2UVFRBAcH06NHD3LlysXGjRsT9dG8eXPOnTvH4cOH3+ixpIX4+PiXbmNpacl77733FqIREREREREReTcpQSwiGULWrFkxMTExfL5z5w5jx47FycmJihUr0rVrV8LCwgzr4+LiWLBgAQ0aNKBSpUq0bduWgwcPGtY/X27AxsaGTZs20alTJ+zs7Khfvz7r1683iiEgIID69etTsWJF+vXrx8SJE3Fzc0s25hUrVuDk5ET27NlfenzZsmUzOj6A/fv3c/fuXRwdHWnYsCH/+9//iI2NNdrG1NSUxo0bs3z58pf28Src3NyYPn06Q4cOpXLlylSvXh0fHx9iYmIM2+zYsYOmTZtib29Pz549DWU0EiRV/uHZZRcuXKB79+5UrlyZKlWq4OHhYSiX4ezsTGxsLF5eXoZzbGNjw+zZs6lbty5169blxo0bRu09efIEX19fGjRogK2tLTVr1sTLy4tHjx4leYybN2+madOm2Nra0qBBA+bMmUNcXFzqnEARERERERGRtyRTWgcgIvImxcfHc/jwYb7//nvmzp0LQGxsLN27dwdg1qxZ5MiRg6+++orOnTuzbds2ihQpwvTp0/nmm2/w8fGhWLFifPfdd/Tv35+AgABq1KiRZF9ffvklY8eOZcqUKQQGBjJ+/HgcHR0pXLgwK1euZN68eYwfPx47OzvWrVtHYGAg1apVSzb2/fv3M3DgwBceX0xMDLt27eL8+fNMnTrVaN2WLVuwtbWlUKFCNG3alI0bN3LgwAEaNmxotF29evXo168fjx8/JkuWLC87pSm2bNkyPDw8CAoK4tixY3h5eVGxYkVatmzJzz//zKBBgxg0aBCNGjXi4MGDTJ06lYIFC6a4/SFDhlC+fHnGjRvHo0eP8Pb2ZuTIkQQGBrJp0yYcHR0ZPnw4LVu2NOyzceNGFi9eTHR0NJaWlkbt+fn5ERISwrRp0yhYsCCnTp1ixIgR2NjY4O7ubrTt2bNnGTt2LDNmzMDW1pbTp08zZMgQihUrRqtWrf7NaRMREZH/oNjYWH47fTqtw5CXePLkCQCnNVbpksY3/dMYv1xKnqRNihLEIpLuzJ8/n8WLFwNPyyzExMTQqFEjQzI2JCSEsLAwdu3aRYkSJQCYOnUqH330EatXr6Z///4EBgbi7++Pk5MTAFZWVpw9e5ZFixYlmyBu27YtLi4uAHz++ecEBgZy6tQpChcuzLJly3B3dzckK0eOHMnRo0eTPYY//viDGzduULp06UTrRo8ezfjx44Gnf0HGxsbSuXNnrK2tDdvcuHGDkJAQPD09AahZsyb58uVjw4YNiRLEZcqUISoqirCwMCpXrvzik/sKypUrh4eHBwDFihVj+fLlnDhxgpYtW7J69Wpq1KhB7969AShRogTHjx8nNDQ0xe1funSJOnXqULhwYTJlysS0adO4efMmAHnz5gXAwsKC3LlzG/Zp3bo15cqVS7K9ihUr0qxZM6pUqQJAkSJFWLNmDeHh4Ym2vXLlCiYmJhQqVMjws2zZsldKcIuIiIiIiIi8C5QgFpF0p1OnTnTs2BF4miA+d+4c06ZNo1+/fixevJjw8HBy585tSA4DZM6cGXt7e86dO8f58+eJioriiy++wNT0/yrxREdHv7DucPHixQ1/trCwMOxz584drl69SqVKlYy2r1KlSpIvlgMMic5nX06XwNPTkw8//BCAx48f8+uvvzJlyhRiY2MNieNt27YRExNjeAGbmZkZH330EevXr+ePP/6gUKFChvYSkqm3bt1K1NeCBQtYuHCh4XOfPn3o27dvsufgWc+eD3h6TqKjowE4d+4c9erVM1pfqVKlV0oQf/HFF/j5+bFmzRpq1qxJ/fr1adas2Qv3KVq0aLLrWrZsSUhICFOnTiUiIoLff/+dy5cvU6RIkUTbJpQmadu2LVZWVjg6OtKkSROj8yoiIiIZh5mZGRUqVEjrMOQlEmYdaqzSJ41v+qcxfrnY2FhOnDjxyvspQSwi6U6uXLmwsrIyfC5dujQxMTEMHTqUc+fOJVtGIS4ujkyZMpE5c2YA/P39jdoBjBLGz0vY71nx8fFkypTJ8OeUSqgn/HzNYIB8+fIZxWVjY8Nff/3F7NmzGTJkCDly5DC8kO+jjz4yiiUuLo6NGzfyxRdfGJYn9PF8DWOA9u3b07RpU8PnXLlypfgYkjsfCX09fz7Mzc1f2N6z9YsBunTpgouLCwcOHOCHH37A19eXpUuXsnXr1iT7Bl74QrpRo0axb98+WrduzUcffYSnpyc+Pj5JbpslSxZWrVpFaGgohw4d4rvvvmP16tUMGDCA/v37v/A4RERERERERN4lekmdiGQICcnIuLg4SpUqxd27d7lw4YJhfVRUFKGhoZQqVQorKyvMzc25fv06VlZWhp/t27ezefPmV+7bwsKCQoUKcfLkSaPlp06dSnaf/PnzA3D79u0U9ZFwfPHx8YSGhhIeHo6npydBQUGGn61bt1KmTJlEL6tL6COhz2flzp3b6Bw8W67h3yhbtizHjx83Wvbrr78afTY3N+f+/fuGz5cuXTL8+c6dO0yYMIGYmBjatWvHzJkzWb58ORcuXDDMyk4q4Z2cO3fusGnTJnx8fBg+fDitWrWiRIkSXLlyJcnE/vfff8+8efOws7OjX79+rFu3jg4dOrBjx44U9ykiIiIiIiLyLtAMYhFJdx4+fMiNGzeApwnh8+fP4+/vT7ly5ShTpgwADg4ODBkyhFGjRmFhYcHChQv5+++/+fTTT8maNSvu7u5Mnz6d7NmzY2dnx4EDB5g3bx6TJk16rZh69uzJ9OnTKVmyJLa2tmzZsoUTJ05QvXr1JLcvUKAABQoU4MyZM4aauAnu379vdHyhoaGsWLECZ2dnLCws2LJlCxYWFnTp0oVs2bIZ7du1a1dGjRrFt99+ayhTcebMGbJmzWo4N29D165dad++PTNnzqRVq1YcOXKE4OBgoxfHVapUiQ0bNlClShViY2Px9fU1zAzOlSsXhw4d4sqVKwwaNIisWbOyefNmcubMaSgdkj17dn7//Xdu3bpFvnz5XhhPjhw5yJEjB/v27aNs2bLcv3+fhQsXcu3aNaKiohJtb25uzrx587CwsKBBgwbcvHmTI0eOJCojIiIiIiIiIvKuU4JYRNKdxYsXG15SZ2ZmRt68ealduzaDBw82zCqdO3cuvr6+9OnTh9jYWCpXrsyaNWsMNWoHDhyIubk5U6dO5ebNmxQtWhQfHx/atGnzWjF17NiRO3fu4Ofnx99//039+vVp2LAhjx8/TnafBg0acOTIETp37my03MfHx1D6IFOmTOTPnx8XFxcGDRpEVFQUwcHBtGrVKlFyGKBFixbMmDGDDRs2GBLEP/74I3Xq1Em29MabYGdnx1dffcX06dNZunQptra2dO/ene3btxu2GT9+POPHj6ddu3bkz5+fL774guvXrwNPS30sXLiQKVOm4ObmRlRUFHZ2dixZssRQ/7lXr17Mnz+fH374wVByIznm5ubMmjULPz8/mjdvTt68ealbty7du3dn7969ibavXr06kydPJiAggC+//JIcOXLQsGFDhg0blnonSUREREREROQtMIl/laKYIiLyWg4dOoSNjQ0FChQwLOvRowcFChRg8uTJSe5z7tw52rZty8GDB5N8WV1qiI6Opm7dusycOZOaNWu+kT4k5Z59oYDtieOYxcWlbUAiIiKSImad3TDJmjWtw5CX0Auu0jeNb/qnMX65Z/9PWalSJczMzFK0n2oQi4i8BUFBQQwYMIBff/2VyMhIVq1axeHDh3F1dU12n9KlS9OoUSPWrVv3xuL6+uuvKVWqlJLDIiIiIiIiIhmUEsQiIm/BmDFjsLKyolevXri4uLBp0yamT59OrVq1XrjfqFGj2LJlS4pfVvcqnjx5QkBAQLIzmEVEREREREQk/VMNYhGRtyBPnjxMmzbtlffLmzcve/bseQMRwXvvvUdwcPAbaVtERERERERE/hs0g1hEREREREREREQkg1KCWERERERERERERCSDUoJYREREREREREREJINSglhEREREREREREQkg1KCWERERERERERERCSDypTWAYiIiEhiZu07YGaq73HTm9jYWADMzMzSOBJ5UzTG6ZvGN337V+Orv7NFROQ/TAliERGRd5BJliyYKAGR7vx2+jQAFSpUSONI5E3RGKdvGt/0TeMrIiIZlb7mFBEREREREREREcmglCAWERERERERERERyaCUIBYRERERERERERHJoJQgFhEREREREREREcmglCAWERERERERERERyaCUIBYRERERERERERHJoDKldQAiIiKS2JOYWEzj0joKSW3FrUsD8Dg6No0jkTdFY5y+aXzTtxeNr6mJCZkzaX6ViIikT0oQi4iIvIO2nb5OvIlJWochIiIiQGvbD9I6BBERkTdGX4GKiIiIiIiIiIiIZFBKEIuIiIiIiIiIiIhkUEoQi4iIiIiIiIiIiGRQShCLiIiIiIiIiIiIZFBKEIuIiIiIiIiIiIhkUEoQi4iIiIiIiIiIiGRQShCLiIiIiIiIiIiIZFBKEIuIiIiIiIiIiIhkUK+VIHZ2dsbGxsbwU65cOapWrUrPnj05e/Zsasf4n3Dt2jWCg4NfuM358+f54osvqFmzJra2tjRq1IipU6dy//59wzYjRozA3d091eJyd3dnxIgRqdbem3L48GH69u1LrVq1cHBwoFWrVqxdu5b4+Pi0Du21PHr0iNWrVxs++/v706hRozfe79GjR+ncuTMAR44cMbpPbWxssLW1pUGDBvj6+vL48WPDfvfu3WPy5Mk0aNAAW1tb6tSpw+DBg7l06ZJhm4T2/vzzT6M+L168iKOjIx9//DF//PEHlStXxtPTM8n4xo8fT9WqVfnzzz85dOgQffv2TbVj/+uvv5g0aRINGzbE3t4eZ2dnxo0bx/Xr11Otj3dFZGQkNjY2HD16NFXa+/333/n2228Nn52dnZk/f36qtJ2cEydO0KtXL6pWrYqdnR3NmjXjq6++Iioq6o32+zaOTUREREREROS/5LVnEPfq1YuQkBBCQkL49ttvWbFiBffv36dbt25GCc+MYuTIkXz33XfJrr9x4wYdO3YkR44cLFu2jF27djFixAj27NmDh4fHW4z03bNkyRJ69epFmTJlWLp0KUFBQXTs2JFp06Yxbty4tA7vtSxfvpwlS5YYPnfv3p3169e/0T6fPHnCqFGjGDZsmNHyLVu2GO7Vb775hmHDhrF+/Xp8fX0N2/Tp04fQ0FD8/PzYvXs3c+bM4fbt23To0IHbt28n2+fly5fp2rUrhQoVYtmyZRQqVIghQ4awY8cODh48aLTtL7/8wrp16xg5ciQFCxakbt26PHnyhG3btv3rY//9999p3bo1Z8+exdvbmx07djBp0iTOnj1Lx44d+euvv/51H++SDz74gJCQECpWrJgq7Xl4eBAaGmr4vGnTplT9oup5Z8+epUuXLpQvX561a9eyY8cO+vTpw4oVK974Pf+mj01ERERERETkvybT6+6YLVs2LC0tDZ8LFCjA8OHDad++PT/++CMNGzZMlQD/K14203XXrl0ATJo0ybCsSJEiZM+ena5du3L27FnKli37RmN8F4WFhTF9+nRGjRpFp06dDMutrKzIkSMHnp6etG3bNtUSYW/L89dD9uzZyZ49+xvtc/PmzeTLlw97e3uj5Xnz5jW6Vz/44AMOHz7Mjh078Pb25rfffuP48eNs27YNGxsbAAoXLszcuXOpU6cOX3/9NV26dEnUX2RkpCE5HBAQQI4cOQDo0KGDoe2vv/6abNmyERUVxdixY6lfvz5t2rQxtNGtWze8vb1p1qwZZmZmr33sQ4cOpVixYixduhRzc3Pg6f1lZ2dH48aNmTdvHt7e3q/d/rvGzMzMaEz/reev17x586Za20kJCgqiVKlSRjPNixYtSnR0NKNHj8bLy4ucOXO+kb7f9LGJiIiIiIiI/Nekag3ihARP5syZgaezxBIeIba1taVx48YEBQUZtndzc2Ps2LG0adOGatWqsX//fu7evYuXlxeOjo5UqFABR0dH/Pz8iIuLA54+qt+jRw/mzJljKEcwfvx4/vjjD3r16kXFihVp3Lgxhw4dMvTz6NEjvvzyS5ydnbGzs6Ndu3YcPnzYsD6psg7PLjty5Ah2dnbs3buXJk2aYGtrS6tWrQyPd48YMYLDhw+zZcsWQ4Lteaampvzzzz/88ssvRsurVavG119/TYkSJRLtEx8fz8iRI3F0dOT8+fN4eHjQu3dvo20OHz6Mra0tt2/fJi4ujjlz5uDo6IiDgwO+vr7ExsYabb97927atm2Lvb09FStWpH379pw6dcqw3sbGhk2bNtGpUyfs7OyoX79+opmvQUFBuLq6Ym9vT+PGjdmyZYth3bVr1/j888+pXLkytWvXxtPT84WP+G/cuJHcuXPTvn37ROuaNGnC8uXLKVOmDAAxMTEsXryYjz76CDs7O1xdXdmxY4dhe39/f9zc3Az9z5w5E39/f9zd3Zk5cybVqlWjRo0aTJw40egx9j/++ANPT09q1qyJg4MDHh4eXLlyxbDe2dkZPz8/GjduTM2aNTl9+jSRkZF8/vnn1KhRgwoVKuDs7ExAQADwNFE7e/Zsrl69io2NDUeOHElUYiIlfS5dupS+fftSsWJF6tSpw9y5c5M9j/B01nLTpk1fuE0CMzMzw32acN8eOnTIKFGYPXt2goKCaNmyZaL9r127RteuXSlYsKBRchjAxMSEiRMncuvWLfz9/QEICAjg5s2b+Pj4GLVTq1Yt7t+/zzfffJOiuJNy6tQpwsLC6N27tyE5nCBHjhwsXLjQqJRFQhkOBwcHateuzcSJE3n06BHwf6UbduzYQYsWLbCzs+Pjjz/m4sWL+Pv7U7NmTapXr87EiRMN7b3O76Skyhw8uyyhzXnz5uHo6Ii9vT29e/c23EvPl5iIj49n+fLlfPTRR1SsWJGWLVsazeB+0X3v5ubG5cuXmTt3Ls7OzknGt2/fPtq0aUPFihWpX78+/v7+xMTEAC///ZgUU1NTLl++zPnz542Wu7i4GL5UAIiLi2PBggU0aNCASpUq0bZtW6Pj2rx5M40bN2b8+PFUqVKF/v374+DgwObNm43a9fb2pkOHDkke28GDB2nXrh0VK1Y0uo/haekVLy8vatSoQfXq1enVqxcXLlwwrL9w4QLdu3encuXKVKlSBQ8PDyIjI5M9bhEREREREZF30WvPIH7elStXmD59OpaWllSuXJmHDx/SvXt3GjRowIYNG4iPj2fZsmWMHj0aR0dH3n//feBpgnDmzJkUL16cIkWKMHjwYO7cucNXX31F7ty5OXToEBMmTKBKlSqGWclHjhwhT548rFmzhmPHjjFy5Ej27t3LsGHDGDFiBNOmTcPLy4vvv/8eAE9PT86dO4e3tzeFChVi7dq19OzZkzVr1qR4Zmp0dDRz585l4sSJ5MmTh/HjxzNy5Eh2797NqFGjuHLlCpaWlowaNSrJ/Zs1a8aSJUvo2LEjFSpUoEaNGtSoUYOaNWtSunTpJPfx8fHh0KFDBAYGUrJkSVq3bs3AgQO5ffu2YRbctm3bqFu3Lnnz5mXevHkEBgYyceJESpcuzeLFi/npp59o3bo18DSRNnDgQEaPHk29evW4ffs2kydPZsyYMWzdutXQ75dffsnYsWOZMmUKgYGBjB8/HkdHRwoXLsyOHTsMZQzq16/PTz/9xOjRow3j7ubmhoODA+vWrSM2NpZ58+bRtWtXtm3bZkhIPuv06dPY2dklOXvU1NSUWrVqGT5PmTKFr7/+mvHjx2NjY8Pu3bsZNGgQZmZmNG7cGICffvqJnj17smXLFkxNTQkKCuLo0aPExcWxcuVKrl+/zqhRo4iKisLHx4f79+/ToUMHrK2tWbJkCfHx8fj5+dG5c2e+/vprLCwsAFi7di2LFi3ivffeo1y5crRs2ZLChQsTGBhIlixZCAoKYtq0adSpUwcXFxcuXLjA9u3b2bRpE7ly5eKnn34yHEdK+5w9ezYjR45k1KhR7Nq1iy+//JKaNWtStWrVROfqwoULREREUL9+/SSvpQTR0dEcPnyYrVu30qpVKwBKlSpFgwYN+PLLL1m7di116tShatWqODo6Urx48URt/PXXXwwZMoTr16+zfv16o+RwguLFi/P5558zc+ZMHB0dWbhwIRMnTiR//vxG25mbm1O7dm32799PkyZNXhh7ck6fPg2Q7L1sa2tr+PPJkydxd3fHzc0Nb29vIiMjGT9+PJGRkSxYsMCw3axZs5g4cSI5c+akf//+fPrppzRo0IA1a9Zw5MgRxo8fj5OTE/Xq1QNe/XdSShw5coTs2bOzbNky7t27x8CBA5kzZ47RUwgJFi9ezIIFCxg7diyVK1cmODiYfv36sWXLFh49evTC+97f3582bdrQuHFjevXqlajtPXv2MHDgQDw9PWnUqBFhYWGMHz+eu3fvMmbMGODFvx9NTEwStfnpp5+yadMmmjdvjoODA9WrV6dGjRpUrVoVa2trw3bTp0/nm2++wcfHh2LFivHdd9/Rv39/AgICqFGjBgARERHY2dkRFBREVFQU2bNnJzg42DBTPSYmhp07dyZZF/v48eP07duXPn36MHXqVH7//XeGDRtGzpw5+fjjj+nduzc5cuQgICCArFmzsnLlSjp27MjOnTvJkycPQ4YMoXz58owbN45Hjx7h7e3NyJEjCQwMTPE4i4iIyH9DbGwsp8Mz5vt20pMnT54A//d/CElfNL7pn8b45V73XV6vPYN4/vz5ODg44ODgYHjh2j///MPcuXPJkSMHjx49wt3dndGjR1OyZEmsra3p06cP0dHRREREGNqxt7enSZMmlC1blhw5cuDk5MSkSZOws7OjaNGidOrUiQ8++IDffvvNqH8fHx9KlChB27ZtyZMnD3Xq1KFFixZYW1vToUMHbt68ye3bt/n99985cOAA3t7eODk5YW1tzejRo6lQoYJRjdiXiY+Px9PT05DA6Nq1K5cuXeLOnTtYWFhgbm5OlixZkn3sO3fu3Pzvf/+jd+/ePHjwgKVLl9KnTx/q1KnD2rVrE23v5+fHN998w8qVKylZsiQA9evXx8LCwvAyvMePH7N7927atGlDfHw8a9asoVu3bjRp0gRra2t8fHwoUKCAoU1zc3PGjRtHp06dKFKkCPb29rRr147w8HCjvtu2bYuLiwtFixbl888/Jy4uzjDbcMWKFbi6utK1a1esrKxo164dQ4cOJS4ujuDgYB49esSUKVMoU6YM5cqVY8aMGVy/fp09e/YkeV7u3btnSIi+yP3791m7di2enp40adKEEiVK0LdvX5o0acKiRYsM25mYmDBgwACsrKwoWrQo8HSG7MyZMylbtiz16tVj4MCBbN68mfv377N161b+/vtvZsyYQYUKFbC1tWX27Nncu3fPqDaus7Mz1atXp2LFikRFRdG6dWu8vb2xsbHBysqKfv36YWpqym+//UaWLFnIli2boQzA84nxlPbZoEEDPv30U4oWLUqvXr3ImTMnJ06cSPL8nDp1iqxZs1KkSJFE65o0aWK4V+3s7Ojfvz+NGjVi8ODBhm3mzp3L2LFjef/999m0aRPDhg3DycmJcePGER0dbdSeh4cHefPmxdzcnJkzZyY7Zu7u7pQtW5bevXtTt25dXF1dk9yudOnSnDx5Mtl2Xubvv/8GSFFJgqVLl2Jra8vw4cOxtramXr16jB8/ngMHDnDu3DnDdj179qR69eqULVuWRo0a8ejRI3x8fChZsiQdOnQgX758RttDyn8npVR8fDyTJ0+mdOnSVK1aFRcXlyTHPz4+nsDAQLp160arVq0oVqwYn332GX369OHhw4cvve9z586NmZkZ2bJlS7L8wqJFi2jatCm9evWiePHiuLi4MHDgQNatW8c///xjiCG5349JsbKyMtQa/+OPP/jqq69wd3enQYMGhtnkDx48IDAwkJEjR+Lk5ISVlRWdO3emZcuWRvc8PL0mixYtirW1Na1ateLw4cPcunULgJCQEB4+fJjk7PqVK1dStWpVBg4cSIkSJWjUqBHjxo0ja9as/Pjjj4SGhjJ79mzs7OwoVaoU3t7e5MqViw0bNgBw6dIl8uTJQ+HChSlbtizTpk1j0KBBKRxhERERERERkXfDa88g7tSpEx07dgSeJuBy585tNJMwX758dOzYkaCgIM6cOUNERARnzz79xvXZsgfPJ7Q6dOjAvn372LhxIxEREfz222/8+eefhhITAJaWloZHkOFpPeSEZCBAlixZAIiKijIkQRwcHIz6qVKlCt9+++0rHfOzZSASkprPJ89eJE+ePAwePJjBgwfzxx9/8MMPP7BmzRrGjx9PoUKFDLMRf/nlF3788UcKFSpkNOPS3Nyc5s2bs23bNtzc3Ni7dy+ZM2emXr163Llzh5s3bxrNlsycOTPly5c3fC5XrhwWFhYsXLiQ33//nUuXLnHmzBmjcwsYzRp9/jjDw8Np0aKF0fYJpTi8vb25fft2ohmujx49SvQo+bPn5N69ey89dxcuXCAmJibROCaUJklgaWlpGP8EJUuWJF++fIbPlSpVIjo6mosXL3Lu3DlKlChB7ty5Devz5s2LtbW1UeL8+eurc+fO7Nixg1OnThmdx+fPZVJS2ufzs3ctLCySvd5u3rxJrly5kpytGRAQgKWlJSYmJmTOnJn333+fTJmMb/1MmTLRqVMnOnXqxN9//81PP/3Etm3bWLduHTly5GDo0KGGbUuUKMHChQsJCgrC29ubunXrGmZwP8vMzIwBAwbQu3fvFybN8ubNy82bN5Nc16xZM/744w/D5+DgYAoVKmS0TZ48eYCnXzY8O85JOXfunOE+S5BwvZ47d85Qv7lYsWKG9dmyZSN//vy89957hmVZsmQxKlPyKr+TUur99983+p2a3PjfuXOHGzduJKo9PWDAAKN9X3bfJ+fcuXOG2eYJqlWrRkxMjFG5hVf9/VioUCHGjBnDmDFjuHjxIt9//z0rV640fIHz5MkToqKi+OKLLzA1/b/vMqOjow1PoMDTL4We/XukZs2aFChQgF27dtGpUye2b9+Os7Nzkl8ghIeHU7duXaNlCccaEBBAbGwsTk5ORuufPHli+H32xRdf4Ofnx5o1a6hZsyb169enWbNmyR6ziIiI/HeZmZlRoUKFtA5D/qWEWYcay/+uuLg4rl+/zpMnTxL9nybh/1tZs2ZNi9DkLdAYP2Vqasp7771HgQIFjP6/DE9zrslNLnyR104Q58qVCysrq2TXX79+nfbt21OgQAEaNGhA/fr1yZ8/P23btjXa7tlkXlxcHL179+bixYu4urrSsmVL7O3t6dq1q3HQmRKH/fwJSar9Z8XFxSXZToKE+prPSqpEQkqnbi9atAgrKytDIq1QoUJ8/PHHtGjRgiZNmnDw4EFD4ip79ux89dVX9O/fnxkzZhge4wZo06YNK1eu5NKlS2zbto3mzZsb1V19Pp5nYz58+DC9e/fmww8/pHLlyrRt25aIiAjGjRuX4uN80TkzNzenVKlSSdbKTW6WsIODA1u2bCEuLi7RGMbFxdG3b1/atGmTZI1meHrhPxtTUuP9fMwJX1CYmpq+8Pp49rw+mxx88OABnTp1IjY2lsaNG1OjRg0qVqxIgwYNkmzreSnt81WuNxMTk0T1phMUKVKEggULJhvPnj17iIiIMNS3zpkzJw0bNqRhw4YMHjyYgwcPGiWIfX19yZYtGx07dmTfvn2MGTMGe3t7Pvjgg2SP9UW/vGNjY5O9fxctWmR0Lz5fogKeJvwBTpw4wYcffpho/dKlS4mIiMDHxyfJc5/Utf38NZNcfMltn5J9nvf875yUjv/zdZefl9L7PjlJnbOEa+3Z436V69XPz4/69esbykSUKFGCEiVK0Lx5cxo0aEBISAh16tQBntZjfv7vmmfPrampqVHfJiYmtGjRgq+//prWrVuzb98+Zs+enWQcL/t9ljt3bsNs4WclfBnQpUsXXFxcOHDgAD/88AO+vr4sXbqUrVu3Jnk+RERERETk9cXFxXH58mUePXqEmZkZZmZmRpOkkip/KOmLxvjp/7OjoqJ49OgRT548oVixYq+cf0hKqtUgfl5wcDAPHjxg9erVhvqy3333HZB80iAsLIyQkBA2b95s+Ebv/v373Lhx47VraJQqVQqAY8eOGc0EO3bsmGGdubk59+/fN9rv0qVLZM+ePcX9JDVz81mnTp1i586dNGzY0KjebubMmcmaNavRzMeyZcvi4ODAqFGjGDRoEE2bNjXMcixfvjw2NjZs3bqVw4cP88UXXwBPZ2EWKFCA48ePG+rQxsXFERYWZth3xYoV1KlTh1mzZhn6SqiJGh8f/9JjALC2tubXX381WpZQs9PGxsbw0rlcuXIBT8dvyJAhuLu7U7NmzUTttW7dmhUrVrB27Vo6depktC44OJiDBw/Su3dvrKysMDc359ixY4aX1sHT2dYJ45icCxcu8ODBA8N4njx5kixZshhKn6xfv567d+8aZvTevn2bixcv8sknnyTZXkhICGfOnOHIkSOGfS5cuEBcXJzhOn3RuXydPl/G0tKSu3fvpngcn/Xnn38yd+5cWrZsaVSSBJ4m9p+flftsUm3y5Mm4uroydOhQAgMDX+uX0p07d5JM/AIULlz4pfuXKVMGe3t7Fi9eTL169Yziu3PnDkuXLjV8+WJtbc3x48eN9k94ceSztW/ftOd/59y/f99QEuFVWVhYYGlpSWhoqNHsaDc3N+rVq8fRo0dfet+/7Ho9duwYnTt3Niz75ZdfMDc3p1ixYoSFhb1yzD/++CMXL140JIgTZMuWjUyZMpEvXz7DPX/9+nWjWb5z584lNjbW8LsvKa1atWLRokVs3LiR7Nmz4+jomOyxPf/7bObMmZw7d47OnTtz9+5dAEOCOjY2liFDhtCoUSNq1arF3Llz6dWrF+3ataNdu3acOnWKdu3acfbs2UQzukVERERE5N+5fv06jx49Im/evOTPnz/R/2MSXj6e0WeXpmca46fi4+P566+/uH37NtevX09ywt6r+vcp5mQULFiQ+/fvs3v3bq5evcq+ffsMM9aSe8za0tKSTJkysXPnTiIjIzl+/DgeHh5ERUW90qPZzypWrBjNmjVj/PjxhISEcP78eXx9fTl9+jRdunQBns5ADAsLIzg4mCtXrjB37txEdXlfJnv27ERGRnL16tUk1/fr188wS/Pw4cNcvXqVo0ePMmrUKO7du8enn36aaB8XFxecnJwYNWqUoRA3PJ1FvGTJEooXL270aEz37t0JDAwkKCiICxcuMGHCBKPH8wsWLMjZs2c5ceIEV65cYeXKlaxYsQJI+aPvPXv2ZPv27axdu5bLly+zYcMGgoODcXZ2xtXVlTx58jBw4EBCQ0MJDw9n8ODBnDx5MtkX8ZUpU4b+/fszadIkZs6cyW+//cb58+dZunQpY8aMoXPnzlStWpUsWbLQrVs3Zs2axa5du4iIiGDRokXs2bOHbt26vTDm+/fvM3LkSEM96lmzZtGxY0eyZs1KixYtyJs3L4MGDeL06dOcPn2aQYMGkTNnzmQfFU+48bZv387Vq1c5fPgwAwcONDqP2bNn5969e1y4cMFo7IDX6vNl7O3tiY6OTlQXNyXatGlD4cKF6dKlCzt27CAyMpLTp08TEBDAli1b6Nu3b7L7FihQgLFjx/Lzzz8bveTtVYSFhf3rZNqECRO4ePEi3bt35/Dhw1y5coVvv/2Wrl27kiVLFsMLynr16kVoaCh+fn5cuHCB7777Dm9vb+rVq/dWE8SVKlUiODiY48ePc+7cOUaMGJHkixpTqmfPnixfvpzg4GAuX77M/PnzOXnyJPXq1UvRfZ89e3YiIiK4fv16orY/++wzdu7cyeLFi4mIiGDnzp3MmTOHdu3apah+eFI8PT05dOgQQ4YM4dixY0RGRhq+8LK0tKRJkyZkzZoVd3d3pk+fzo4dO7hy5QqBgYHMmzfPqHxHUkqUKEHFihWZPXs2rq6uyZ7b7t278/PPPzN//nwuXbrE7t27CQwMxNnZmVq1alGpUiUGDhzI0aNHuXjxIqNHj2b//v2UKVOGXLlycejQIcaOHcvZs2e5dOkSmzdvJmfOnMk+8SAiIiIiIq/vyZMnmJmZJZkcFslITExMyJ8/P2ZmZolyTq/rjc0gbtq0KaGhoUycOJGHDx9SrFgxPDw8WLRoEaGhoYnqPsLTZNPkyZPx9/dnxYoVFChQgKZNm1KgQAFCQ0NfO5YJEyYwbdo0hg4dysOHDylXrhxLliwx1LNt0aIFZ86cwdvbm5iYGJo2bUrXrl0NL2ZLiU6dOjFkyBBcXFzYu3dvopfVlStXjvXr1/PVV18xdOhQ7t69S86cOalTpw7r1q0zqqn5rHHjxuHq6oq/vz9DhgwBwNXVFT8/P1q3bm20rbu7O/Hx8cyaNYs7d+7QuHFjGjZsaFj/+eef89dff9GjRw/MzMywsbFhypQpeHp6Ehoamqh2cFIaNmzI2LFjWbJkCZMnT6ZYsWJMnTqV2rVrA7Bs2TKmTJlC165dMTExoVKlSqxYseKFtWE9PDywtrZm5cqVrFu3jqioKEqUKMGoUaOMSpJ8/vnnmJqaMnnyZO7cuYO1tTUzZsxI8uVTzypSpAjFihXjk08+IVu2bHz66af0798feFo6YsmSJUyZMoXOnTtjZmZGrVq1WL16dbIvPbO3t2fYsGEsXryYL7/8kkKFCtG2bVsOHTpEaGgoHTp0oHHjxmzatIkWLVowffp0o/1fp8+XKV68OCVLluTIkSNGM6xTIkeOHKxZs4avvvqKWbNmce3aNczNzalYsSKLFy+mevXqL9y/efPm7Nu3j3nz5lG7dm1DyYeUiImJ4ZdffmHSpEmvFPPzypYty4YNG1iwYAFeXl7cunWL/PnzU79+fT777DPD/VWmTBkWLFjArFmzWLlyJblz56ZZs2aGBP/bMmjQIMaOHYu7uzsWFhZ079490VMMr6JLly48fvyYadOmcfv2bUqXLs2CBQsoXbp0iu57d3d3Jk6cSEhICIcPHzZq28nJCT8/PxYuXMjs2bPJnz8/Xbp0oU+fPq8db926dVm5ciWLFy+mX79+/PPPP+TNm5cPP/yQSZMmGcpaDBw4EHNzc6ZOncrNmzcpWrQoPj4+tGnT5qV9tGrVinHjxiWqn/ysChUq4O/vz5w5c5g/fz4FCxbE09OTjz/+GIB58+bh5+dn+KIy4e+OhKcWFi5cyJQpU3BzcyMqKgo7OzuWLFny2olzERERERFJXlxcXKKyEiIZlYmJCWZmZil+v9BL24t/3doNkmbCw8Np3bo1Bw8eTDaxLE/5+/uzbds2vvnmm7QO5Y1bvXo1//vf/9i8eXNah5Jie/fuZcqUKezateuF9WBFMopnXyhwziQ/8frHr4iIyDuhte0HZDF//Se+5N2gl9T9tyW8JLtkyZJJrlf5gfRPY2wsqXvi2f9TVqpUKcVPK7+xEhOS+v744w927drFuHHjaNKkiZLDYqRdu3bcu3fPUFP3v2DFihX0799fyWERERERERERkTSiBPF/yK1bt/Dy8iI2NhYvL6+0DkfeMZkzZ2by5MmJSlq8qw4ePEiWLFleWAJARERERERERF5dUFAQH3/8MZUqVcLBwYH27duzY8eOVGv/+PHj/6kJavJiKjEhIiLyjlCJCRERkXeTSkykDyox8d+mEhMpt379evz8/Bg9ejRVqlQhOjqab775htmzZ+Pr65vonVavo0KFCkyYMCFF74hJLRpjY6lZYkLPdYuIiIiIiIiIiKQT69ev55NPPjFK3pYqVYqIiAgCAwNTJUGs+abpi0pMiIiIiIiIiIiIpBOmpqYcO3aMf/75x2j58OHD8ff3B+DevXt4eXlRo0YNqlevTq9evQwzUhMEBQXh6uqKvb09jRs3ZsuWLQA4Ozsbyp+6ubmlqL0RI0bg7u5u1P6zy44cOYKdnR3z58+nevXqhnbl7dAMYhERERERERERkXSiR48eeHp64uTkRM2aNalWrRq1a9emXLly5M2bl7i4OHr37k2OHDkICAgga9asrFy5ko4dO7Jz507y5MnDjh07GDVqFMOGDaN+/fr89NNPjB49GktLSzZt2oSjoyPDhw+nZcuWKWovJaKiojhy5AgbN27k8ePHb/gsybOUIBYREREREREREUknmjZtSoECBVixYgXff/89Bw4cAKB8+fJMnTqVGzduEBoayk8//USOHDkA8Pb25scff2TDhg306dOHFStW4OrqSteuXQGwsrLiwYMHxMXFkTdvXgAsLCzInTs3P/zww0vbS6mePXtiZWWVmqdDUkAJYhERERERERERkXSkcuXKVK5cmdjYWE6fPs3+/ftZtWoVvXr1omPHjsTGxuLk5GS0z5MnTzh//jwA4eHhtGjRwmj98yUiEoSFhb20vZQqWrToK20vqUMJYhERkXdQiwoFMDXV29LTm9jYWIAUv01Y/ns0xumbxjd9e9H4mpqYvO1wRERey7Vr11i4cCH9+vXD0tISMzMz7O3tsbe3p2rVqvTo0YOoqChy587Nhg0bEu2fLVs2ADJlSnnK0Nzc/KXtJSUmJibRsixZsqS4X0k9ShCLiIi8g97LZKYERDp0OvwsABUqVEjjSORN0Rinbxrf9E3jKyLpwXvvvcemTZuwsrKiW7duRuty5syJiYkJRYoU4e7duwCGcg6xsbEMGTKERo0a4eLigrW1Nb/++qvR/sOGDSNnzpyMHj0ak2e+OCtduvRL2zM3N+f+/ftG7V26dIns2bOn5uHLazJN6wBERERERERERETk38ubNy89evRg+vTp+Pv789tvv3Hp0iW++eYbvLy8aN26NS1btqRSpUoMHDiQo0ePcvHiRUaPHs3+/fspU6YM8LQW8Pbt21m7di2XL19mw4YNBAcH4+zsDED27Nn5/fffuXXrFrVq1Xppe5UqVSIsLIzg4GCuXLnC3LlzCQ8PT7PzJMY0g1hERERERERERCSd8PT0xMrKig0bNrB8+XKePHlCsWLFaN26Ne7u7piYmDBv3jz8/Pzw8PAgKiqKcuXKsWTJEkqVKgVAw4YNGTt2LEuWLGHy5MkUK1aMqVOnUrt2bQB69erF/Pnz+eGHHwgKCnppey1atODMmTN4e3sTExND06ZN6dq1K6dOnUqz8yT/xyQ+Pj4+rYMQERGRp49hnThxAnj6DbtKTKQ/p0+fBvT4cnqmMU7fNL7pm8Y3/dMY/7dduHABgJIlSya5/tGjRwBkzZr1rcUkb5fG2FhS98Tr/p9SJSZEREREREREREREMigliEVEREREREREREQyKCWIRURERERERERERDIovaRORETkHRT/+DHxpvoeN72xsbICIP7/10+T9EdjnL5pfNO3ZMfX1BST995Lg4hERETeDiWIRURE3kGx69ZCXFxahyFvSGxaByBvnMY4fdP4pm/Pj69ZZ7c0iUNERORt0dQkERERERERERERkQxKCWIRERERERERERGRDEolJkRERERERERE5D/tPdUKF3ltShCLiIiIiIiIiMh/VmxcPPefJFQQfzOV4nO8lwkzU5M30nZGdeXKFYoWLZrWYQhKEIuIiIiIiIiIyH/Y/Scx7Dh7/Y324VK2ALmymr/yfj/++CMBAQGEhoYSFxeHtbU1ffr0oUGDBm8gyrejZ8+e1K1bly5durx2G/v372fmzJls374dgGbNmuHp6UnDhg1TK0wALl++zJdffsmRI0eIiooif/78tGzZkj59+mBmZpaqfS1YsICwsDDmzJmTqu2+DUoQi4iIiIiIiIiIpLKgoCD8/Pzw8fFh/vz5mJiYsGvXLjw9PZk2bRqNGjVK6xBfS0BAwL9u4+7du8THxxs+BwcH/+s2nxcXF0fPnj1p0qQJvr6+ZMuWjd9++40BAwbw5MkTPD09U7W/vn37pmp7b5NeUiciIiIiIiIiIpKKHj16xIQJE/Dx8aFRo0ZkzpwZc3NzXF1dGTx4MBcvXgQgNjaW+fPn4+zsTLVq1ejWrRvh4eEAREZG4uDgwNq1a3F0dKRKlSrMnTuXr7/+GmdnZ6pUqcLEiRMNfTo7OxMYGEjTpk2pVKkS/fr14+TJk7Rp0wYHBwe6devG33//DcCIESPw8fEx7BsaGoqNjY2hXzs7OwIDA6lbty41atRgxIgRREdHA+Dm5saSJUsAuH//PiNHjqR69erUqFGD4cOH8/DhQwB27dpF27ZtqVGjBlWqVMHT05NHjx5x/Phxxo0bx/nz53FwcCA2NhZnZ2d27doFwO3btxkxYgS1atWiTp06eHl5cffuXQC2bt1Kly5dGDVqFFWrVqV+/fosW7YsyTG4c+cOly5dwtXVlezZs2NiYkLZsmUZOXIk2bJlM2x37Ngx2rdvT9WqVXF1dWXv3r2GdW5ubnh5eeHk5ETbtm3p0KGDUYL8yZMnVKlShRMnTuDv70+fPn0AiI+PZ9GiRdSvX5/KlSvTpUsXw5jfu3cPLy8vHB0dcXJyYtKkSTx58sRwPj///HNq1KiBk5MTAwYM4NatWym86l6fEsQiIiIiIiIiIiKp6Pjx40RHR1O/fv1E69zc3OjduzcAc+fOZevWrQQEBPD9999TrVo1unfvbkjkPnz4kF9//ZX9+/cze/Zs/P392bFjB9u2bWPlypWsXbuWX3/91dB2UFAQq1atYu/evfz8888MHTqU2bNnc+DAAf744w82bdqUovijoqI4ffo0u3fvZvXq1ezbt489e/Yk2s7b25vIyEh27tzJ3r17+eOPP5gxYwbXrl1j2LBhjBgxgiNHjrB161aOHj3K/2PvvuNzuv//jz+yE2LFiBqlpaJISCJiBjESq0pRNWrTamljRhF7U1tRShWtUbXXR5RSo4LaW40YsRMjZF2/P3xzfrkkIYhYz/vt5ua6znmf836f876uK+d6Xe/zeq9cuRJ3d3cGDBhAgQIF2Lt3b6JUD506deL27dusXbuW1atXc+vWLbp162as37lzJ0WLFmXHjh10796dUaNGcfny5URty5o1K97e3rRr147vv/+ev/76i4iICCpXrmwEci9dukSbNm1o2rQpO3fupE+fPvTq1YvDhw8b+9m9ezfLly9n9uzZ1K9fn+XLlxvrgoODyZEjByVKlDCre/Hixfzyyy9MnTqVXbt2UbRoUb755hsAevbsyd27d1mzZg3Lli3j+PHjjBkzBng4Ovv+/fv89ddfrFu3jnv37hnB+BdJAWKR10RgYCAtW7Y0njdv3hwXFxfjX7FixfDx8aFPnz5cu3bNbNuE5R79F/+huHr1alxcXJK8rWPEiBGULVuWq1evJtu+O3fuMG7cOGrUqEHx4sXx8fEx+1X0dbR37152795tPHdxcWHZsmUvvN5WrVqxfft2ACZOnGh221FgYOBj+/PGjRvcunWLChUq0LZt20T7PnToEK6ursZFQUBAgPEr7fPYuXMnLi4uSf5RTqmQkBBcXFwIDQ197vbAwz/0T7pNqXnz5vTu3TtF+wsNDcXFxYWQkJDUaJ6IiIiIiLzBbty4QaZMmbCxeXze4j/++IOOHTvy/vvvY2trS8eOHXFwcGDz5s1GmdatW2Nra0uZMmUAaNasGY6OjhQpUoTs2bNz8eJFo2yDBg3ImjUr2bJlo2DBgtSoUYO8efOSOXNmihcvblb2Sdq1a4eDgwMFCxbEzc0t0ff7qKgoI2VG1qxZyZAhA6NGjaJZs2ZkzZqVVatW4eXlRXh4ONeuXSNLliyEhT0+V/T58+cJCQmhb9++ZMqUiUyZMhEUFMSWLVu4cuUKAE5OTjRp0gRra2tq1aqFlZUV58+fT3J/M2bMoG3btvz777906tQJb29vWrduzenTpwFYsWIFxYsXp06dOlhZWeHt7U2NGjVYtGiRsY9KlSqRJUsWMmTIQI0aNTh37pwxynvZsmXUq1cvUb3Lly+nWbNmFC5cGCsrKzp16sTgwYO5du0af/75J9999x0ZMmTAycmJgIAAoz47OzuOHTvG8uXLiYiI4Mcff6RHjx4p7LFnpxzEIq+x2rVrExgYCDy8reHkyZOMHDmSpk2bsnDhQjJlymSUDQoKonr16on2YWdnB0DNmjUJDg5mwIABlCxZEmdnZwD+/PNPZs+ezbRp08iePXuS7bh27RpNmjQhXbp0dO3aFRcXF65du8YPP/xA48aNmTt3Lh988EFqH/4L16xZMwYNGoSnpycAW7duJWPGjC+0zsWLF2NjY2P84U9KyZIlGTduXJLrsmTJgoWFBUOHDqVdu3bMmzePpk2bAg+D+N9++y3VqlWjQYMGAHTt2pWmTZtSunRpMmfOnNqH81J99913ODs7U6tWrWTLTJw4EWtr/SkUEREREZHUlT17dm7dukV0dHSiIPHdu3extLTEwcGBa9eukTt3brP1uXPn5tKlS7i7uwMPv+cBxkjbDBkyGGUtLS2Ji4sznseXjS+f8Dvso2WfxMnJyXhsbW1tljMYHqZKiIqKIleuXMaynDlzAg9TLCxZsoRFixZhZ2dH4cKFuX//fqJ9POratWtYW1sb+wF45513sLa2NgYkZc2a1Wwba2vrZI/L1taWZs2a0axZM6Kjozl48CCTJ0+mbdu2/O9//+PixYuEhIRQsmRJY5vY2Fi8vb2N5zly5DAeOzo6Ur16dZYvX06rVq3Ytm2bWaqOeFevXuWdd94xnqdLlw43Nzf2798PPIznJBQTE8O1a9do3749VlZWzJ8/n6CgIAoXLkxQUJDxWnhRNIJY5DVmb29P9uzZyZ49O3ny5KFSpUrMnDmTK1eu8OOPP5qVdXR0NMom/Jfwj0W/fv1wcHCgV69emEwmLl26RGBgIC1atMDHxyfZdvTv3x+TycTcuXOpWrUqefPmxd3dncmTJ+Ps7MyIESNe2Dl4kR79w5U9e3YjoP4ixMTEMHHiRFq1avXYcjY2Nkn2Zfbs2bGwsACgQoUKNGnShFGjRhm/8vbu3Zu4uDizP1558uTBw8ODn3/++YUd18vypAsPgMyZM+Po6JgGrRERERERkbeJu7s79vb2BAcHJ1o3ffp0GjZsCECuXLnM7qI0mUycP3+ebNmyPVO98d8Jn8TS0tLIKQwYOX6fhpOTEzY2NmZ3kh46dIiffvqJNWvWsHTpUhYvXkxwcDCTJ082CzgnJ1euXMTExHDp0iVj2YULF4iJiUkUGH6SBQsWULVqVeO7oY2NDe7u7vTv358LFy4QHh6Os7Mzvr6+hISEGP/WrFnD0KFDjf08ek7r1avH6tWrWbt2LaVKlTIG2CWUM2dOs/Ny7949hg0bhrOzMxYWFmzatMmob8uWLaxcuZKsWbNy4sQJatasyR9//MHff/+Np6cnXbt2farjfhYKEIu8Yd555x2qVavG6tWrn3rbjBkzMnz4cLZt28Zvv/1Gr169yJ07N126dEl2m6tXrxIcHEyLFi0SBdpsbGwYM2YMffr0MZYdP36cdu3a4eXlRalSpejRowc3btww1ru4uDB+/Hh8fHzw8fHh6tWruLi48Ntvv1G/fn3c3NyoX78+u3btMqtr8eLF1K5dGzc3N6pVq8bcuXONdUuWLMHPz4/+/fvj6elp3J7x66+/Urt2bVxdXXF3d6d169acPXsWeJjcPzY2ll69etG8eXOjbQlTTDypTn9/fxYsWICvry/FihWjSZMmnDp1KtlzuXbtWqKjoylVqlSyZZ5Gjx49yJkzJ7169eKPP/5gw4YNfP/994n6yd/fn/nz5xMVFZUq9cLDkblt2rRh8uTJlC9fHjc3N9q3b292O9HRo0dp1qwZxYsXp3bt2hw6dMhsH0mlf0i47N69e/Tq1YuyZcvi6upKo0aNjNQcgYGBbN++nT/++MOYaKF58+YEBQVRv359vLy82LhxY6I6HveaeNS///5L48aNKVGiBN7e3nTv3v2ZLqpEREREROT5ONpZU7Ow8wv952j3dHce2tra0qNHD/r378/69euJjo7m/v37LFq0iJ9++onOnTsDUL9+fX744QdOnz5NVFQUP/zwA3fu3Ekyd3Fqyp8/P1u3buXmzZuEh4c/06AhKysr6tSpw4QJE7h16xYRERGMHj2ay5cvEx4ejqWlJba2tsTExLBo0SL27dtnBKVtbW25d+9eopG/zs7OlCtXjsGDBxMeHk54eDiDBw/Gy8sr0UjrJ6lUqRLh4eEMGTLESE9x+fJlpkyZgoeHB05OTtSuXZtt27YRHBxMXFwcJ0+epFGjRmZ5hh9VunRpAH788Ufq16+fZJm6devy66+/cvLkSWJiYvjhhx/4559/jOMbOnQod+7c4d69e/Tr14/OnTtjYWHBokWL6N27N7du3SJTpkykS5cuTe721X21Im+gQoUKsWzZMu7cufPUoyPLlClD8+bNGTx4MLa2tixduhRbW9tkyx85coS4uDiKFy+e5PqEqSVCQ0P57LPPqFy5MvPmzSMiIoKBAwfSunVrfv/9d+N2mUWLFvHjjz8SHR1tpLUYOXIkgYGBeHp68vPPP9OmTRtWrVpF3rx5mTVrFuPGjaNPnz54eXmxY8cOhg4dSlRUFK1btwbgzJkzuLq6snTpUiNP0rBhwxg+fDjFixfnwoUL9O3blxEjRjBlyhQWL15M+fLl6dmzJ3Xr1k10XCmpMzQ0lBUrVjBhwgQsLS3p3r07gwYNYvbs2Umeq40bN1K+fPlECfqflb29PSNHjuSzzz7jwIEDfPPNN0n2k4+PDxEREezevfuxqS2e1s6dO0mfPj2zZs0iPDycb7/9lgkTJjBkyBDCw8Np2bIlpUuX5vfff+fMmTP07dv3qfY/YcIETp48ycyZM3F0dGTGjBl8/fXXbNmyhd69e3P+/HmyZ89uFgBetGgRY8eOJX/+/OTJk8dsttsnvSYSio2N5csvv6Rx48aMHj2a69ev07NnT0aMGMGwYcOe78SJiIjIKyU2NpZjj/yQLa+nBw8eACQamCCvh6ioKBwdHYmMjDRbbmtri4WFBRnsUud7VPJMxMbGPdXAmtq1a2Nvb8+MGTOMOzo/+OADvv/+e8qXL09kZCRNmzYlMjKS1q1bEx4ezocffsjUqVNxcHAwBlPdv3/f7LgfPHhgPI+Le9imyMhIs8fw8PMrOjraeB4TE0NMTAyRkZHUrVuXvXv3Ur16dTJmzEjLli3ZsmULkZGR3L9/P1G9CfeV8HGXLl0YO3YstWrVIjY2Fl9fXzp27AjA9u3bqVq1Kra2tri6ulKrVi2OHj1KZGQkrq6u2NnZUbJkSZYvX27W9kGDBvH999/j7+9PdHQ0FSpUoE+fPsTFxWEymYiLizM7HyaTyeycxMuYMSOzZs3ihx9+oG7duty7d48MGTJQqVIlxo4dS2RkJNmyZWPs2LGMHz+eHj16kC5dOj7++GMaNWqU6Fgf7dv58+dTrlw5Y110dDSxsbFERkbi5+fHlStXaN++PeHh4bi5uTFq1Cjj+MaMGYOfnx8PHjygRIkSfP/990RGRvLFF18wZMgQ/Pz8iIqKomjRogwePDhR/fF9cufOHbPPtJTcSZsUBYhF3kDxuYfv3r1rBIj79OlD//79E5WNH62bUNWqVZkzZw4FChR44i908TOrpiQ37/z588mYMSPDhg0zcjCNHTuWmjVrsmXLFuMX0nr16vHhhx+abduoUSMaNWoEPEyF8ffff7Nw4UK6dOnCjBkzaNGihXGLTv78+Tl//jwzZswwS9fQsWNH8ubNC8D169cZOnQoNWvWBB7meKpVq5bxK2H8rS8ZMmRI9GudyWRKUZ3R0dHGzKzxxzB27Nhkz8++ffv49NNPn3ge//nnnyTzD1WtWpVRo0aZLStcuDB58uThzJkzxq+cj3JwcCBPnjzs27cvVQPEJpOJoUOHGq/BmjVr8vfffwOwatUqoqOjGTJkCOnTp6dgwYKEhYUlmbspOWfPniV9+vTkyZOHDBky0LNnT/z8/LCysiJdunTY2NgYaVjiubm54e/vn+T+nJycHvuaSOj27dvcvHmTbNmykTt3bvLkycPkyZPNbtESEREREZEXLz5gGz8S1dLy1bpZvmrVqlStWjXZ9dbW1nzxxRd88cUXidblzp2bf//912zZo8/XrFmT5GOAmTNnmj0fNGiQ8Thjxox8//33Zuvj56pJqt6JEycmuV9HR0f69u2b5ICfx6WbzJEjB0uWLEmy7U5OTgwePDjRNnFxcXz00Ud8/PHHZsvj7yRNSoECBRg9enSy6+HhPD+//PJLkusePYfxvvzyS7788stEy+JZWFjw+eef8/nnnyfaNkuWLEkeHzw8ny9j0JECxCJvoDt37gCYjR4OCAigSpUqicomTLYev+13331HqVKl2LNnD5MnT+abb75Jtq74BPjh4eFPbNeJEydwdXU1S9BfoEABsmTJwvHjx40AcXwQNyEvLy/jsZWVFcWKFeP48ePcuHGDa9euJQqYenl5MWPGDK5fvw48/HDOkyePsb5UqVIcP36cSZMmcfr0af777z+OHz+eZO6gRz1Nnfny5TPWZ8iQ4bEBxOvXr5tNKJAcNze3JP/QpkuXLtGy77//nps3b1K0aFF69OjB0qVLsbe3T1TOycmJa9euJVoeEhJCu3btjOeenp7MmDHjiW0EyJYtm9lrMOHxnzhxgvfee4/06dMb60uUKJGi/cZr06YNHTt2pEyZMri7u1OhQgU++uijx+aJTvgaeNTTvCYyZ85Mq1atGDhwIBMnTqRcuXJUrlwZPz+/pzoGERERefVZWVlRtGjRl90MSQXxo+zUn6+n06dPAw8HuCQlfoRlcuvl9ac+NmdlZUWmTJl4//33jWWxsbGJgvsp8Wr9rCIiqeLQoUPkz5/fLPiWNWtW8uXLl+jfox+s/fr14/79+4wfP54OHTowbdq0x364FCtWDGtr62TLrFixgm+//ZYHDx4kGZiEh78CJgwaJxXgs7Y2/z0rLi4OCwuLZIOBsbGxZtvF5z6Kt3TpUurXr8/FixcpWbIkffv2NQuEPs7T1Ploux93u4eFhUWKZpS1t7dPsi8TjpQF+Ouvv5g9eza9e/dm5MiRXLx4MdlfcGNjY5P8pb1YsWIsXbrU+DdkyJAnti9eUqlJ4o/fwsIi0bl4dGbfpMTExBiPS5YsyebNmxk7dizvv/8+8+bNo0aNGpw4cSLZ7ZN7DcLTvyZ69uxJcHAwnTp1MvIht2nT5onHICIiIiIiIvIqUYBY5A1z5coVgoODqVOnzlNvu2TJElauXMnQoUNxcnLiyy+/pHDhwnTv3p27d+8muU2mTJmoVq0aP//8c6IyDx484Mcff+TWrVvY2dlRoEABDhw4YDaK9uTJk4SHhxtpGJJz8OBB43FMTAwHDx6kSJEiODo6kjNnTvbs2WNWfvfu3WTPnt1It/GomTNn0rhxY4YOHUqTJk3w8PDg3LlzZkHL5GZ/fdY6nyR79uxmE/Y9j2vXrhEYGIi/vz9169alYMGCdOnShfnz57N58+ZE5W/cuJFoNDkkDkanZIR1Snz44YecPn3abOR5wj6GhwHj+NHw8PBHgfPnzxvPJ02axJ49e6hWrRoDBgxg/fr12NjYsGnTJiDls/fGS8lrIt65c+fo168f2bNnp2nTpvzwww+MGDGCnTt3GiPIRURERERERF4HChCLvMbu37/P1atXuXr1KqGhoWzcuJG2bduSM2dOs9y78DB1RHzZhP/ig1lnzpxh0KBBNGnShIoVKwIPA3SjRo0iLCzssTlwAgMDMZlMNG3alI0bN3L+/Hl27NhB27ZtCQsLIygoCIBmzZpx+/ZtevXqxYkTJwgJCaFbt24ULlz4iblvZ82axZo1azh16hRBQUFEREQY+Xq//PJL5syZw6JFizh79iwLFy5k7ty5tGzZMtkgYc6cOdm9ezdHjx7lzJkzTJo0idWrV5tNOJA+fXpOnjyZZMDvWep8EldXV44cOfLEctHR0Un25dWrV4mKisJkMtGzZ09sbGwYMGCAsV2LFi0oVaoUvXv3NgtEh4eHc/HixWQnGnwRatSoQaZMmejRowfHjx9ny5YtTJgwwaxMiRIl2LJlC1u2bOHMmTMMGDDAyHkNcOHCBQYMGMDOnTu5cOECy5cv5/bt28ZxpE+fntDQUC5cuJCiNqXkNREvS5YsrFmzhv79+3Pq1ClOnTrFmjVrePfdd1OUJkRERERERETkVaEcxCKvsZUrV7Jy5UrgYQ6enDlzUrVqVVq3bm2WXgJg4MCBSU4Ali5dOnbu3EmXLl3ImTMnPXv2NFtfoEABunTpwrBhw6hcuXKSeYxz5szJggULmDZtGkOHDuXKlSs4OTlRqlQphgwZwrvvvgs8zEn7008/MWrUKD755BMcHBzw9fWle/fuT0wv0KhRI6ZOncp///2Hm5sbc+bMMUazNm7cmPv37zNt2jQGDBhA3rx5CQwMpEmTJsnur2/fvvTp04fGjRvj4OCAm5sbAwcOJCgoiIsXL5IrVy7atWvHlClT2LZtG0uXLjXb/lnqfJIqVaowePBgYmNjsbJKfgbekJAQypcvn+S68ePHc/HiRf7++29mzZplNprZwsKC4cOH89FHHxEUFMSkSZOAh5PeZc6cGQ8Pj2du+9NydHTk559/ZuDAgTRs2JAcOXLQrl07s9do69atOXfuHJ07d8bW1pYGDRpQq1YtY32fPn0YMWIEXbt25datW+TLl49hw4ZRqlQpAJo2bUq3bt2oWbMmGzZseGKbnvSaSChDhgz8+OOPjBo1ikaNGhEXF0epUqWYPn36KzcphoiIiIiIiMjjWJgelxBTROQV4OLiwsiRI6lbt+7LbsoLFRUVRbVq1ejfvz+VK1dOs3o7duxI4cKF6dy5c5rVKUlLOKFAsX/3YpWCnNQiIiLyYlk1a46FJkR6I2iSutdb/CR1CSfkSkgTmL351MfmknpPJPxOWaJEiccOPktIw5xERF4Rtra2fPXVV8yZMyfN6jx37hz79u3j888/T7M6RUREREREROTVoQCxiMgrpGHDhsTFxbF169Y0qW/MmDH07t2bzJkzp0l9IiIiIiIiL4KdnR12dnYvuxkiryXlIBaRV96xY8dedhPSjIWFBT///HOa1Td+/Pg0q0tERERERORFeBATy9nr915oHfmypsPOOmW368vTO3/+PHnz5n3ZzXhrKUAsIiIiIiIiIiKvrbPX71F93F8vtI713/pQyDnDU2+3Y8cOZsyYwYEDB4iLi6NAgQJ06NAhTeededm2bdvGpEmTOHLkCAAFCxakTZs2+Pv7A3D48GFatmzJP//889x1+fr60qNHD2PfkjJKMSEiIiIiIiIiIpLKli5dSkBAAJ9++ilbtmxh27ZtNG3alICAAP73v/+97OalibNnz9KxY0datGjBrl272LVrFx06dKBHjx78/fffANy+fZvo6OiX3NK3mwLEIiIiIiIiIiIiqSgyMpJBgwYxcOBAqlWrhq2tLTY2NtSpU4euXbvy33//ARAbG8uUKVPw9fXFy8uLVq1acfz4cQBCQ0NxdXVlzpw5+Pj44O3tTWBgoBFM3bFjB3Xr1sXT0xN/f3+mT59u1O/i4sKBAweM5wMHDiQwMBCAiRMn0rNnTzp37oy7uzvVq1dn165d9OrVCw8PD3x9fc3mxdmzZw+NGzemZMmS1KlThw0bNhjrmjdvTq9evahQoQKffPJJovNw6NAhHB0dqVq1KtbW1lhbW1O1alW++eYb7t27R1hYGO3atePevXu4u7tz/vx5Ll68yFdffUWlSpVwc3Pj448/Zs+ePQDs2rWLatWqMWLECDw9PfHx8WHevHlJ9kF4eDi9evWifPnyVKhQgSFDhvDgwQMA7ty5Q+fOnfH29qZChQp06tSJ69evP31HvyEUIBYREREREREREUlFe/fuJTo6mkqVKiVa17x5c9q3bw/ApEmTWLZsGTNmzODvv//Gy8uL1q1bExERAUBUVBSHDh1i3bp1zJs3j+DgYNavXw9Az549adWqFbt372bcuHFMnTqVo0ePpqh9K1asoGHDhuzevZvixYvTokULvL29+eeff6hRowYjRowA4NKlS7Rp04amTZuyc+dO+vTpQ69evTh8+LCxr927d7N8+XJmz56dqB5vb29MJhONGjVixowZ7Nmzh6ioKNq0aUO1atVwdnbmxx9/JF26dOzdu5e8efPSt29fnJ2dWb9+Pbt27aJIkSKMHj3a2Oe5c+e4e/cu27ZtY9y4cYwePZotW7Ykqrtnz57cvXuXNWvWsGzZMo4fP86YMWMAmDFjBvfv3+evv/5i3bp13Lt3j5kzZ6bo3L2JFCAWERERERERERFJRTdu3CBTpkzY2Ng8ttwff/xBx44def/997G1taVjx444ODiwefNmo0y7du1wcHCgYMGCuLm5GaOP7ezsWLt2LX/99Rf58+cnJCSEwoULp6h9RYsWpUKFClhaWlKqVCmyZcvGxx9/jLW1NeXLl+fChQvAw0By8eLFqVOnDlZWVnh7e1OjRg0WLVpk7KtSpUpkyZKFDBkS52jOmjUry5Yto3z58qxatYqmTZtSqlQpevfuzZ07d5Js25AhQ+jWrRsAFy5cIGPGjISFhRnrbW1tCQwMxM7ODg8PD+rUqcPKlSvN9nHt2jX+/PNPvvvuOzJkyICTkxMBAQFGu+3s7Dh27BjLly8nIiKCH3/8kR49eqTo3L2JNEmdiIjIK8iq8WdYWep33DdNbGwsAFZWmgH7TaU+frOpf99syfav/h6LyDPInj07t27dIjo6OlGQ+O7du1haWuLg4MC1a9fInTu32frcuXNz6dIl3N3dAXBycjLWWVtbYzKZAJg1axYTJkzgu+++IyIigho1atC3b18cHR2f2L4sWbIYj62srMiYMaPx3NLS0qjj4sWLhISEULJkSWN9bGws3t7exvMcOXI8tq5s2bIREBBAQEAAd+7cYefOnYwcOZIBAwYwatSoROX/++8/Ro0axcWLFylQoADp06c32gMPz226dOmM5zlz5mT37t1m+7h48SIAtWvXNlseExPDtWvXaN++PVZWVsyfP5+goCAKFy5MUFCQcc7fNgoQi4iIvIIs7O2xUADijXPs0CHg4YgNeTOpj99s6t83m/pXRFKTu7s79vb2BAcH4+/vb7Zu+vTpBAcHs3LlSnLlykVoaKgRgDWZTJw/f55s2bI9dv9RUVGcOXOGYcOGYWlpydGjR+nSpQuzZs2iU6dOWFpamk38duvWLWxtbY3nFhYWKToOZ2dnfH19mTBhgrHs8uXLKd5X9+7dsbS0NFJWODo6UqVKFcLDw5NM6RAdHc3XX39NUFAQdevWBWDBggWcPHnSKHPz5k2zwPuFCxfImTNnonZbWFiwadMmI2AeGRnJlStXyJo1K8eOHaNmzZq0b9+eGzduMGXKFLp27crGjRtTdF7eNAoQi4iIiIiIiIjIaytf1nSs/9bnhdfxNGxtbenRowf9+/fH0tKSypUrExsby4oVK/jpp5+MXLj169fnhx9+wM3NjTx58jBjxgzu3LlDpUqVuHfv3mPr6NKlC19//TVNmzYlR44cWFpakjlzZgDy58/PqlWrcHd3Z9++ffz1119UrVr1qY+7du3azJw5k+DgYCpXrszp06dp3bo1rVu3pmXLlk/cvmbNmnzzzTd4eHhQu3Zt7O3tOXnyJPPnzzfaY2trS3R0NPfv3yc2Npb79+9jb28PwLFjx/jpp5+Iiooy9nnv3j0mTJhAp06d2L9/P6tXrzaboA8eBojLlSvH0KFD+e6777C0tKR///4cO3aMZcuWsWjRIk6ePMn48ePJlCkT6dKlM87d20gBYhEREREREREReW3ZWVtRMHt64GF6hFdFw4YNyZgxIz/99BN9+vQhLi6OQoUKMWnSJCpWrAhA27ZtiYmJoW3btty8eZNixYoxa9YsnJycHhsgtrW1ZfLkyQwbNoyxY8diZ2dH7dq1+eyzzwAICgpi2LBheHh4UKJECerXr29MfPc08ubNy5QpUxg9ejQ9e/YkXbp0NGjQgBYtWqRo+8qVKzNhwgRmzpzJqFGjiImJIWfOnNSvX5+2bdsC4OLiQrFixShTpgxz5sxhwIABDB06lF69epE7d24aNmzI999/z40bNwBwcHDg/v37VKhQgQwZMtCvXz+8vLwS1T1q1ChGjBiBv78/Dx48wMPDgylTpgAQEBBAv3798PPzIyoqCldX1yTTXbwtLEwJk3iIiIjISxMbG8u///4LQIkSJZTj8g10SLcvv/HUx2829e+bTf375lMfv95Onz4NwPvvv5/k+sjISOBh8FDeTJGRkezatYtvvvmGvXv3vuzmvHRJvSee9Tvlq/OzioiIiIiIiIiIiIikKQWIRURERERERERERN5SChCLiIiIiIiIiIjIK8/Ly0vpJV4ATVInIiLyCoq9cQNeoQk2JHV8kC0bALHXr7/klsiLoj5+s6l/32wfZMtGzMtuhIiIyEugALGIiMgrKMy7DBYPHrzsZoiIiLxVcuwJedlNEBERSXMamiQiIiIiIiIiIiLyllKAWEREREREREREROQtpRQTIiIiIiIiIiLyWrOzs3vZTRB5bSlALCIiIiIiIiIir61YUwz3Ym690DrS2WTGykJhNHkz6ZUtIiIiIiIiIiKvrXvRt9h0cdYLraNSrlZksM32VNv4+vpy7do1rKyszJa3atWKWbNmMW/ePIoUKZKazUyRixcvUqtWLTZu3EiWLFkeWzYwMJB06dIRFBSURq2Tl0EBYhERERERERERkRdg5MiR+Pv7J1reuXPnl9Cah3LlysXevXtfWv3y6tEkdSIiIiIiIiIiImnIxcWFAwcOGI/nzJlDlSpVKFmyJF9++SW3b98GIDw8nO7du+Pr60vx4sXx8/Njw4YNAISGhuLq6sqcOXPw8fHB29ubwMBAoqOjAbhz5w7fffcdpUqVwtvbm549e3Lv3j1CQ0NxcXHhxo0bAKxdu5ZPPvkEb29vPD09CQgIIDIyMlGbjx07RuPGjSlZsiRVq1ZlxIgRxMbGpsXpkhdMAWIREREREREREZGXaPPmzSxZsoRVq1Zx/Phxfv31VwDGjBnDvXv3WLlyJbt376ZWrVoMGjTI2C4qKopDhw6xbt065s2bR3BwMOvXrwdgwIABhIaGsmbNGjZs2MDFixf5/vvvzeq9dOkSPXr0IDAwkJ07d7Js2TJCQkJYuXJlojYOGDAAHx8fdu3axZw5c1i1ahV//fXXCzwrklYUIJbX2tKlS2nQoAElSpTA3d2dxo0bs3r16pfdrGeyc+dOXFxcuHz5cprWGxUVRd26dTl16pSxLCXn1dfXFxcXF+bPn5/kftu2bYuLiwvLli0zW37w4EECAgIoX748xYsXp2bNmkyfPp2oqCijzKPn4q+//uKLL75IleP19fVlypQpKS4fHh5Oq1atcHV1pUGDBqnShtRgMplYunQp169fB17868fFxeWx/yZOnPjc+3/0tZLa0qIOERERERGRhAIDAylZsqTxr3HjxkmW+/zzz8mUKRPOzs6UK1eO//77D4BvvvmGYcOGYWtry6VLl0ifPj1hYWFm27Zr1w4HBwcKFiyIm5sb//33H1FRUaxdu5aAgACyZs1KhgwZGDVqFM2aNTPbNmvWrKxatQovLy/Cw8O5du0aWbJkSVQHgJ2dHVu2bGHDhg1kzJiRTZs2Ubly5VQ6U/IyKQexvLYWLFjAiBEj6NOnD56enkRHR/O///2PLl268ODBA+rVq/eym/hU3N3d2bp1K1mzZk3Ten/44Qc8PDwoUKAA8HTn1cbGhnXr1tGkSROzfd66dYsdO3YkqmvlypUEBgZSv359pkyZQpYsWdi/fz/Dhg1j165dTJs2DUvLxL9b+fj4MGvWLJYvX85HH32Uymfg8VauXMmuXbuYP38+zs7OaVr34+zZs4eePXsSHBwMvPjXz9atW43HP/30E+vWrWPBggXGsnTp0r2QekVERERERF5nw4cPTzIH8aOcnJyMx9bW1sYgqitXrjBkyBCOHz9O/vz5yZkzJyaT6bHbmkwmwsPDiYqKIleuXMa6nDlzAg9TU8SzsbFhyZIlLFq0CDs7OwoXLsz9+/cT1QEwduxYxo8fz7BhwwgLC6NChQoMGDDglfquLM9GAWJ5bS1YsIBGjRpRv359Y1nBggU5c+YMc+bMee0CxLa2tmTPnj1N67x16xazZ882G1X5NOe1dOnSbNu2jRs3bpj9Qfrf//5H8eLFCQkJMZaFhYXRt29fPv/8c3r06GEsz5s3L3ny5KFRo0asXbuWmjVrJtnWVq1aMWDAAGrVqpVoBtgXKSIiguzZs+Pm5pZmdabEo3+sX/TrJ+G+06VLh5WVVZq/XkVERERERN42Xbp0oW7dusyZMwdLS0u2bt3KunXrnridk5MTNjY2XL582QjgHjp0iJ07d1K9enWj3Jo1a1i6dCmLFy82AshJjXI2mUwcPXqUbt260a9fP86cOUOfPn0YO3Ysw4cPT6WjlZdFKSbktWVpacmePXuMxO3xevbsaXa7e1K3lSdcFhgYSM+ePenbty/u7u6UL1+eSZMmmQXgjh8/Tps2bShevDg+Pj4EBQURERFhrPf19WXEiBH4+flRunRpDh06hK+vLzNmzKBt27a4ublRpUoVNm7cyPr166levTru7u60a9fOSAr/aIqA6Ohoxo4dS8WKFSlRogSNGzfm33//BWDJkiX4+fnRv39/PD09jYBrSEgIzZo1w93dnbJlyzJ48OAkE8vHW7BgAe+99x7vvvvuU59XeDhqNVu2bEaC/Hhr1qxJFOhdsWIFDx48SDJVRPHixZkzZw4VKlRItq1lypThzp07/O9//0u2zNOKT8y/bt066tWrR7FixcwS/gcGBjJu3DguXryIi4sLS5YsASA4OJj69etTvHhxKlWqxMSJE4mJiQEe9qOrqytTpkyhVKlSNG/e3Fi2bt06/Pz8cHNzo2XLlly+fJmBAwfi6elJ2bJlmT59utG2Bw8eMGzYMCpXrkyxYsUoXbo0vXr1IjIyktDQUJo2bQpAlSpVmDhxYqLXT2RkJKNHj8bX1xdXV1caNmzI9u3bjf0HBgby3XffMXjwYLy9vXF3d6dr167cuXPnmc5lVFQUw4cPp3z58nh4eNCsWTPj9Rpv8+bNNGzYkOLFixvvj4ROnTpF8+bNcXV1xdfXl8WLFz9Ve48fP067du3w8vKiVKlS9OjRw3h/JWXx4sXUrl0bNzc3qlWrxty5cxO196OPPsLV1ZX69esze/ZsXFxcABgyZAi1atUyK3/u3DlcXFw4cuTIU507ERERERF5PulsMlMpV6sX+i+dTeaXcmwRERHY2dlhaWlJaGgokyZNAjBL05gUKysr6tSpw4QJE7h16xYRERGMHj06UVrC8PBwLC0tsbW1JSYmhkWLFrFv3z5jort4FhYWDBkyhMmTJxMVFUW2bNmwtrYmc+bMqXq88nJoBLG8ttq0aUNAQAAVKlSgdOnSeHl5UbZsWT788EOz0awpsWrVKqpXr86iRYs4evQoffv2xcbGhg4dOhAWFkbz5s2pX78+vXv3JiIigpEjR/L1118zZ84cYx+//vor06dPx87Ojg8//BCAyZMn069fP4KCghg+fDjdunWjYMGCjBkzhrt379K5c2dmzpxJ9+7dE7Vp8ODBBAcH079/fz744ANmz55N27ZtjWTzZ86cwdXVlaVLlxIVFcW+ffto2bIlzZs3NxLR9+/fn9DQUKZOnZrkcW/cuJGKFSs+83m1sLCgevXqrFu3jkaNGgFw48YNdu3axciRIxk4cKBR9tChQ7z//vtkzJgxybZ4e3s/to9sbGwoW7YsGzduTNHtOU9j5MiR9OvXj3z58jF27Fh69uzJli1b6N27N9myZWPFihUsXryYDBkysH79er799lsCAgKoVq0ahw8fpn///ty6dYu+ffsCD/9Q79y5k0WLFnH//n1u3bpFdHQ006dPZ/To0cTExNChQwc++ugjGjVqxOLFi1m+fDljxozB19eXggULMmLECLZu3cqoUaPImTMn+/fvJzAwEBcXF5o3b86UKVPo2LEjixYtokCBAhw8eNDsmAICAjhx4gQDBgwgV65c/Prrr7Rt25b58+dTvHhxAJYvX07Dhg357bffOHfuHN9++y0FChSgY8eOT30Oe/Towfnz5xk3bpyRw6p58+YsX76c9957j7179/LFF1/QoUMHRo4cycmTJ+nRowcZM2Y0Xjvz5s1j0KBBDB06lJ9//pm+ffvi7e1N3rx5n9je0NBQPvvsMypXrsy8efOIiIhg4MCBtG7dmt9//z3RqPNZs2Yxbtw4+vTpg5eXFzt27GDo0KFERUXRunVrDh8+zJdffkn79u2pW7cuISEhDB482Ni+Xr16zJkzh8OHD1OkSBGjfYULFzbe/yIiIvL6MfHwulXeTA8ePADUx6+rqKgoHB0dEw2CsrW1xcLCkvTWTxcHeGomiI2LfWJgNqG4uDiioqKSHbj14MEDY13CxzExMcTExBAZGUlQUBCjRo1iwoQJZM2alYYNG3Lo0CEOHjxofL++f/++sW1sbCzR0dFERkbSpUsXxo4dS61atYiNjcXX15eOHTty7do1Y7saNWqwfft2qlatiq2tLa6urtSqVYujR48SGRlp1pahQ4cybNgwypQpg6WlJT4+PrRt2/axA9NSU1xcHECa1feqi42N5c6dO2afaUmlBkkJBYjltVWjRg2cnZ35+eef+fvvv/nzzz8BKFKkCCNHjuSDDz5I8b6yZMnC8OHDsbW1pWDBgpw6dYpffvmF9u3bM3/+fPLkyUPPnj2N8mPHjsXHx4e9e/fi7u4OPBxFXKpUKbP9+vr68vHHHwPQqFEjgoOD6dKlC66urgCULVuWEydOJGrPnTt3+P333xk4cCBVq1YFoHfv3tjb23Pr1i2jXMeOHY3g2TfffEOxYsWMdhYoUID+/fvTvn17Tpw4keh8xMXFcfDgQVq0aPFc59Xf35+WLVsSHh5OpkyZWL9+PR4eHmTLls2sXEREBBkyZEimB1Lmgw8+eCGTjLVp0wYfHx8AvvjiC9asWcPJkydxc3NLlE5h+vTp1KhRg3bt2gGQP39+bt26xZAhQ/j222+NfbZt25Z8+fIBD0cVm0wms74vXbo0Bw8epGvXrlhYWNChQwemTJnCiRMnKFiwIMWLF6dWrVp4enoCkCdPHubPn8/x48exsrIiU6ZMwMPbhtKnT292PCdPnuTPP/9k5syZlC9fHoA+ffqwf/9+Zs6cyYQJEwDInDkzffr0wcrKivfee4+yZcsmGvWbEmfPnmXNmjWsXLnSeH18/fXX7N69m1mzZjFw4EB++eUXSpYsaZyj9957j379+pkFbps1a2aMPO/UqRO//PILR44cMV7jj2vv/PnzyZgxI8OGDcPGxgZ4+D6tWbMmW7ZsoVKlSkY9JpOJGTNm0KJFCxo2bGj04/nz55kxYwatWrXi559/xt3d3ay9p0+f5qeffgIevh9cXFxYvny5WYD40XzcIiIiIiLyYsUHbOODh0nNa/OyrFmzJtl1Cb97Pfo9rFevXsZjHx8f4/tqvM8//zzZbRPe+evo6Ejfvn2NwUzxcufObbbdiBEjkm3noEGDjMcFCxZk5syZyZaV15cCxPJa8/DwwMPDg9jYWA4dOsTGjRuZO3cu7dq1Y/369dja2qZoP8WLFzcrW6JECaZMmcLNmzc5cuQIR44cMQLBCZ06dcpYHh/ESig+QAjg4OAAYJbO4dGAb7z//vuP6Ohos7y31tbWRvD333//xcLCgjx58hjrT5w4kWg0cMmSJY11jwZ2b926RUxMDFmyZElU/9OcV09PT7JkyWKkXUgqvQQ8DO5dunQp0fKn4eTkZPzS+ahatWpx8eJF4/mqVavMkvE/znvvvWc8dnR0BEh0O028EydOGEH/eF5eXsTExHD69GljWVKvh4R9ny5dOvLkyYOFhQXw8LUA///ipm7dumzdupWRI0dy5swZTp48yblz58z6PDnHjx8HSPSa9fT0ZNOmTWbtSRigzZAhQ5Iz1T7J4cOHAYyRwPGioqKM4zl+/Hiii5pHz2P+/PmNx/EB8Pv376eovSdOnMDV1dUIDsPDH0myZMnC8ePHzQLEN27c4Nq1a4nOj5eXFzNmzOD69escPnw4UXs9PT2NADFA/fr1mTFjBj169GDfvn1cuHCBOnXqJD5BIiIi8tqwAIoWLfqymyEvSPwoO/Xx6yn++1b8d+tHxY8qTW69vP7Ux+biB4+9//77xrLY2NhnGvilALG8li5dusS0adP46quvyJ49O1ZWVri5ueHm5kbJkiVp06YNx44dM0ZrJhSfKzYha2vzt0JsbCzw8JdHGxsbypUrR58+fRJtlzDlgp2d3RP3G7/PJ0kY5EpOfI6gePEBxoTiby1Iqh3x4o8Vnu28WlhY4Ofnx7p166hUqRJ79uxh7Nixiepxd3dn9erVxkjjR/Xs2RM3Nzcjt25ybU3u/E2fPt2sb3PkyJHsfh6V1PlO7raMpM5z/DlMeJ6TKvdoPY97LfTu3Zvg4GDq1atH9erVCQgIMEvZ8ThJ1Q0Pf1FP2MakfkB5lttR4o/rt99+S1R3fB2Pew3GS+p8JGzP49r7uGN+9Lwn9V4F8360srIyRiAkp06dOowaNYqdO3eyfv16fHx8yJo162O3EREREREREXnVvDrj7kWegp2dHYsXL2blypWJ1mXMmBELCwsjUGNjY2M2kdXZs2cTbXP48GGzYNC+ffvIlSsXmTNnNlJO5MqVi3z58pEvXz4sLS0ZOnToc4+ITc67776LtbW1WV7ZuLg4/Pz8WLVqVZLbFChQgL1795ot2717t7HuUVmyZMHGxsZsEq+nOa8J+fv7s23bNpYuXUqpUqWSzAHt7++Pg4MD06ZNS7Ru9+7dLF261Bi9m5ybN28mG/jNnTu30T/58uVLUUDyWRQoUIA9e/aYLdu9ezc2NjZmI4Sfx82bN1m8eDEDBw6kZ8+efPzxx7z33nucP3/eCIjGjzxOSsGCBQEStXPPnj3GutQUPzr9+vXrZn0we/ZsgoODAZLMkzx27NhnyneclAIFCnDgwAGzkd8nT54kPDw80evf0dGRnDlzJtmP2bNnJ1OmTLi4uLB//36z9fv27TN7njVrVnx8fFi/fr0RzBcRERERERF53ShALK8lJycn2rRpw5gxY5g4cSLHjh3j7Nmz/O9//6NXr17Uq1fPSC9QokQJFi5cyNGjRzl06BD9+vVLNBLx7NmzDBkyhNOnT7Ns2TLmzJlDmzZtgId5USMiIggMDOTYsWMcOHCALl26cObMGbNb4lNTunTpaNKkCWPHjmXz5s2cOXOGgQMHEh4enuxkbu3atePAgQOMGDGC06dPs2XLFgYMGEDFihWTDBBbWFhQrFgxjhw5Yix7mvOakIeHB5kyZWLSpElJppcAyJYtG3379mXWrFkEBQVx8OBBzpw5w8KFC/nqq6+oUqUKtWvXfux5OXz4sFnajZfhyy+/ZM2aNfz444+cOXOGNWvWMGHCBBo2bPjcOZbjOTo64ujoSHBwMOfOnePw4cN07dqVS5cuGSkb4vMOHzlyhNu3b5tt/+6771KrVi369+/P1q1bOXXqFMOGDePQoUNmuapSS758+ahZsyZ9+/Zl8+bNnDt3jrFjx/Lbb78Zr73WrVuza9cupkyZwtmzZ1m3bh1z5szB19c3VdrQrFkzbt++Ta9evThx4gQhISF069aNwoULU6ZMmUTlv/zyS+bMmcOiRYs4e/YsCxcuZO7cubRs2RILCwtatWrFnj17mDhxImfOnGHp0qX88ssvifZTv359lixZwoMHD8zSWIiIiIiIiIi8LpRiQl5bAQEB5MuXj4ULFzJ79mwePHjAu+++S7169WjZsqVRrn///vTv35+GDRuSI0cOvvnmm0R5Vj08PIiMjKR+/fo4OTkREBBAs2bNAMiePTuzZs1i9OjRNGrUCHt7e7y9vRk/fnyKcxw/i+7du2NlZcV3333H3bt3cXV1ZebMmYkmf4tXqFAhpk6dyrhx4/jll1/InDkztWrVMps47VG+vr6sXbvWbFlKz2tClpaW+Pn5sWDBAqpVq5ZsffXq1SNnzpz89NNPtG/fnrt37/Luu+/Svn17mjVrZpZf9lExMTHs3r2bIUOGJFsmLVSoUIERI0Ywbdo0xo8fT44cOfj888/p0KFDqtVhY2PDuHHjGDFiBLVr18bJyQkfHx9at27Nhg0bgIejhP38/AgICOCzzz4zJjOMN2jQIEaNGkX37t25d+8eH374ITNnzkwyl3ZqGDx4MGPGjOG7777j9u3bFChQgIkTJxrB2aJFizJx4kQmTJjAlClTyJkzJwEBATRo0CBV6s+WLRs//fQTo0aN4pNPPsHBwQFfX1+6d++eZAqRxo0bc//+faZNm8aAAQPImzcvgYGBxiRzhQsXZvz48Xz//fdMmzaNDz/8kMaNGzN37lyz/VSqVAl7e3tq1679Qj8PRERERERERF4UC9OzJJwUeYMEBgZy+fJlZs+e/bKbkuZu3LhBlSpVWLBgAYUKFXrZzXmsDRs2MHz4cNauXfvC0keIxNu/fz+2trYULlzYWDZ9+nQWLlxoBOnhYTqQChUqsGDBglSZ7CThhAI5Gn6KxYMHz71PERERSbkce0KwdXZ+2c2QF0ST1L3e4iepSzghV0KawOzNpz42l9R7IuF3yhIlSjx2IF5CSjEh8hZzcnLi888/Z86cOS+7KU/0888/8/XXXys4LGni8OHDtGjRgr/++ouLFy+yadMmZs+ezUcffQQ8DAyvW7eO7777jmLFiulLhoiIiIiIiLy2FGkRect17NiRBg0acOrUqSRzFb8KNm/ejL29PR9//PHLboq8JRo1asSVK1fo378/V65cIUeOHDRt2tRIJRITE0Pv3r3JkSMHEydOfMmtFREREREROzu7l90EkdeWUkyIiIi8IpRiQkRE5OVSiok3m1JMvN4el2IiKjaK87fPvdD682Z4F1urV3vekbCwMLJkyfLGzo+iFBPmUjPFhEYQi4iIiIiIiIjIa+v87XN8uqzeC61jQd0/KJC54FNt4+vrS48ePfD39zdbPnDgQO7du8fw4cOfq01Llizhp59+YuXKlVy7dg1/f3+Cg4NxcnIiMDCQdOnSERQUlKJ9mUwmFi9ezG+//cbZs2exsbHBw8ODb7/9lg8++OC52imvPuUgFhEREREREREReY3dv3+fe/fuPfP2vXv35tdff6Vfv378888//O9//+O9996jadOmhIaGpmJL5VWkALGIiIiIiIiIiMhLsnHjRurWrYunpycNGjQgJCTEWHf06FFat25NhQoVcHNz47PPPjNSCyRUt25dAKpUqcLOnTuBhyknOnTogJeXF1WqVGHDhg1J1r97925WrlzJ1KlTcXNzw9LSEkdHR7p164a/vz8nT558YluWLFnCp59+StOmTSlVqhR79+4lPDycXr16Ub58eSpUqMCQIUN4oDR6ryQFiEVERERERERERF6AwMBASpYsafZv4cKFxvoDBw7QtWtXAgMD2blzJ23btqVDhw6EhYUB8O2331K6dGk2b97Mtm3bSJ8+PT/88EOiepYtWwZAcHAw3t7eAGzbto327dvzzz//UK9ePfr06UNSU5H99ddfeHh4kCNHjkTrBg4cSKVKlVLUln///ZfWrVvz559/4ubmRs+ePbl79y5r1qxh2bJlHD9+nDFjxjz7yZQXRgFiERERERERERGRF2D48OGEhISY/WvUqJGxfvHixdSsWZMyZcpgbW2Nv78/JUqUYMWKFQD8+OOPtGrViqioKC5evEjmzJmN4PGTVK5cGU9PTywsLKhVqxY3b97k9u3bicrdvHmTrFmzPnF/T2pLxowZqVKlCunTp+fmzZv8+eeffPfdd2TIkAEnJycCAgJYtGhRitouaUuT1ImIiLyCnHdux8pSv+O+aWJjYgCwstYl2JtKffxmU/++2WJjYogBbF92Q0TkrXLx4kV27tzJunXrjGWxsbHkz58feDjCuEOHDoSHh/PBBx8QExODhYVFivadOXNm47GNjQ0AMf/3tyyh7Nmzc+bMmST3cfPmTTJmzIiVldUT25JwBPLFixcBqF27ttn+YmJiuHbtGtmyZUvRMUja0JWNiIjIK8jKyQkrK6uX3QxJZUcPHQKgaNGiL7kl8qKoj99s6t83m9G/zs4vuSUi8jZxdnamadOm9OzZ01h2/vx5MmXKRFhYGN26dePnn3/Gy8sLgO+//569e/emahsqVqzI9OnTCQsLw/mRz8COHTvy4Ycf0qFDhye2JWGw2NnZGQsLCzZt2oSjoyMAkZGRXLlyJUWjlSVtKUAsIiIiIiIiIiKvrbwZ3mVB3T9eeB0vQr169ejYsSNVq1bFw8ODPXv20K5dO0aMGMH7779PXFwc9vb2AISEhLB48WLefTdxW2xtH97/cOfOHZycnJ6qDW5ubvj7+/PFF18wcOBAihUrxs2bN5k0aRKnT59mxIgR3LlzJ8VtgYcB4nLlyjF06FC+++47LC0t6d+/P8eOHTPyJcurQwFiERERERERERF5bdla2fJexvcBsHzN0rR5enoyaNAgBgwYQGhoKE5OTnTp0oVq1aoBDyeGa9++PTExMeTLl4/GjRszb948oqOjzfaTPXt2fH19+eijjxg5cuRTt2P48OHMnDmTnj17cvnyZezt7SlZsiTz5883gsApbUu8UaNGMWLECPz9/Xnw4AEeHh5MmTLlqdsmL56FKanpC0VERCTNxcbG8u+//wJQokQJpZh4Ax3S7elvPPXxm039+2ZT/7751Mevt9OnTwPw/vvvJ7k+MjISAAcHhzRrk6Qt9bG5pN4Tz/qd8vX6WUVEREREREREREREUo0CxCIiIiIiIiIiIiJvKQWIRURERERERERERN5SmqRORETkFRR74wa8ZhNsyJN9kC0bALHXr7/klsiLoj5+s6l/31wW1vpqLCIiby/9FRQREXkFhXmXweLBg5fdDBERkbfCO/v/fdlNEBEReWk0NElERERERERERETkLaUAsYiIiIiIiIiIiMhbSikmRERERERERETktWZnZ/eymyDy2lKAWEREREREREREXlum2FgsIsIfPn5RlWTMhIWV1Yva+wsRFhZGlixZsLW1fdlNkVecAsQiIiIiIiIiIvL6iggndvHiF1qFVYMGkMXpqbZp3rw5lSpVok2bNk+1XYcOHShWrBidOnV6qu0SunbtGv7+/gQHB+PklLjdFy9epFatWmzcuJEsWbI8dl+BgYGkS5eOoKCgZ26PvNoUIBYREREREREREXmD3L9/n3v37iW7PleuXOzduzcNWySvMk1SJyIiIiIiIiIi8oJMnDiRgIAAOnXqhLu7O9WrV2flypXG+u3bt1OnTh1KlChBp06duHPnjrEuMDCQgQMHGs8PHDiAi4uL8Xzs2LGUL18eb29vmjZtyr59+wCoW7cuAFWqVGHnzp0EBgby7bffUq1aNXx9fTl58iQuLi7cuHEDgLVr1/LJJ5/g7e2Np6cnAQEBREZGJjqWY8eO0bhxY0qWLEnVqlUZMWIEsbGxqXvCJM0pQCwiIiIiIiIiIvICrV27lnr16rFr1y4aNmxI//79efDgATdu3OCrr77i888/JyQkBD8/P0JCQlK0z+3bt/P777+zdOlStm/fTqlSpRg0aBAAy5YtAyA4OBhvb2+j/KxZs1i2bBn29vbGfi5dukSPHj0IDAxk586dLFu2jJCQELMgdrwBAwbg4+PDrl27mDNnDqtWreKvv/563tMjL5kCxPJMfH19cXFxYf78+Umub9u2LS4uLsYH0sSJE6lWrVpaNvGxmjdvjouLS7L/mjdv/tz77927dyq19uXV8SS3bt3C39+fmzdvAhjnb/PmzUmWr1GjBi4uLsYfu8e9Lh5dFxAQwNq1a5+7zTt37sTFxYXLly+neJstW7bg6+uLq6src+bMee42pJZbt26xOEGercDAQFq2bPlC6lqyZMlj3zMuLi6EhoY+1/6LFCmSii1+OXWIiIiIiIgkpWjRovj6+mJtbU3dunW5ffs2169f588//8TZ2ZmGDRtibW1N7dq18fDwSNE+bWxsCA8PZ+HChZw4cYJOnTqZfUd8VMmSJcmTJw8ZMmQwW541a1ZWrVqFl5cX4eHhXLt2jSxZshAWFpZoH3Z2dmzZsoUNGzaQMWNGNm3aROXKlZ/uZMgrRzmI5ZnZ2Niwbt06mjRpYrb81q1b7Nixw2xZ69atadq0aVo277EmTpxIdHQ0AHv37qVTp0788ccfZM+eHXh4bPJkQ4cOpUGDBmYJ7eNfFxUrVjQre/ToUf77779nrqtr1640bdqU0qVLkzlz5mfez7MYP3487733HnPmzEnzuh9n9OjRnD17lgYNGgDQu3dv4uLiXkhdNWvWpEKFCsbzBg0aUKdOHVq0aGEsS2riAxEREREREXkYhI1nbf0wHBcXF8fVq1fJmTOnWdk8efKkaJ8lS5ZkzJgxzJs3j6lTp5IlSxa+/vprGjZsmGT5HDlyJLncxsaGJUuWsGjRIuzs7ChcuDD379/HZDIlKjt27FjGjx/PsGHDCAsLo0KFCgwYMABnZ+cUtVleTRpBLM+sdOnS7Nq1y8hXE+9///sfxYsXN1uWPn36Vyp4lDlzZrJnz0727NnJlCkT8DC4Fb/sVQoCvqpOnTrF+vXr+eyzz8yWly5dmuDgYGJiYsyWr1mzBk9Pz2euL0+ePHh4ePDzzz8/8z6eVUREBMWLFydPnjw4Ojqmef3JefSPdYYMGYzXc2qzt7c33h/Zs2fHysqKdOnSJVomIiIiIiIiKefs7MzFixfNliUcuWtpaWkMcIOHg/LiXbp0idy5c/Pzzz/zzz//EBAQQJ8+fTh//nySdVlYWCS5fM2aNSxdupTFixcTHBzM5MmTk4zhmEwmjh49Srdu3di4cSOrVq3izp07jB079mkOWV5BChDLM3N3dydbtmxs2LDBbPmaNWuoWbOm2bJH0wVcu3aNrl27UqpUKby8vOjcuTNXrlwBMBKnN2/eHE9PTyONxeLFi6lduzZubm5Uq1aNuXPnGvtbsmQJ/v7+LFiwAF9fX4oVK0aTJk04derUMx/fwoUL8fPzw83NjTp16vDHH3+YrT9z5gxffPEFHh4elC5dmt69e3P37l1j/e3bt+nRowfu7u54e3szZMgQI3F7Stp78+ZNgoKCqFChAsWLF6dFixYcPnw42faGhITQrFkz3N3dKVu2LIMHDzZLKP/ff//RunVrSpQoga+vL0uXLqVIkSLs3LmTDRs2UKRIEa5evWqUN5lM+Pr6Mnv27CTr+/nnn6lQoQLp06c3W165cmXu3bvHzp07zZavXbs20eviafn7+zN//nyioqKeaz8JTZw4kTZt2jB58mTKly+Pm5sb7du3N/4gu7i4cPbsWSZPnmxMBBAZGcno0aONtBMNGzZk+/btxj6Teg0HBgbSq1cvBgwYQMmSJfH29mby5MmcOHGCxo0b4+bmRt26dTlw4ICxn6NHj9KuXTtKlixJsWLF8PPzY+nSpUa7Fy9ezD///GOkd3g0xcTx48dp164dXl5elCpVih49epj9oOPi4sLixYtp2rQprq6uVKpUiQULFjzzuTx+/Dht2rShePHi+Pj4EBQUREREhLE+OjqasWPHUrFiRUqUKEHjxo35999/zfaxcOFCfH19cXNzo1mzZmajzlPS3sd9TjzqSe+xmJgYRo0aRdmyZXF3d6dXr1507dqVwMBAoqOjKV26NDNmzDDb5/jx443JIEREREREJI1kzIRVgwYv9B8ZX8xgnMqVK3Pr1i1+/vlnYmJi2LBhA//884+xPn/+/GzdupWbN28SHh5uNmhq//79dOjQgVOnTmFvb0+WLFmwtbUlffr02NraAphNeJec8PBwLC0tsbW1JSYmhkWLFrFv3z6zwDQ8DDAPGTKEyZMnExUVRbZs2bC2ttYguzeAUkzIM7OwsKB69eqsW7eORo0aAXDjxg127drFyJEjzWbZTCgmJobWrVvj4ODA9OnTcXBwYMCAAXTu3JnffvsNeBhk7t27N/379ydjxozMmjWLcePG0adPH7y8vNixYwdDhw4lKiqK1q1bAxAaGsqKFSuYMGEClpaWdO/enUGDBiUb4Hyc+fPnM3HiRPr160eRIkXYu3evkei9Xr16RERE0KxZM4oVK8b8+fN58OABvXr1IigoiDFjxgCwbt06OnfuzPLlywkJCaFXr14ULVqUjz/++IntjY2NNY5r3LhxODo68sMPP9CsWTOWL1+e6HaTffv20bJlS5o3b86AAQMIDQ2lf//+hIaGMnXqVO7du0erVq0oXLgwCxcu5OrVq/Tt29cIWFesWJGMGTOyatUqI8C4a9curly5wkcffZTkOdq4cSPffvttouWOjo6UL1+edevWUa5cOQCOHDnCzZs3jefPysfHh4iICHbv3k2ZMmWea18J7dy5k/Tp0zNr1izCw8P59ttvmTBhAkOGDGHr1q18+umn+Pn5GX0SEBDAiRMnGDBgALly5eLXX3+lbdu2zJ8/3xg9/+hreP/+/axYsYLmzZuzZMkSVq5cyfjx41m2bBm9evUiV65c9O7dm4EDB7Jo0SLu3btH69atqVy5MgsXLsRkMjFr1iz69OlD+fLlad26NWfOnOHChQtMnDgx0a+7oaGhfPbZZ1SuXJl58+YRERHBwIEDad26Nb///rsx2nf06NEEBQUxfPhw5syZQ//+/Slfvjy5c+d+qnMYFhZG8+bNqV+/Pr179yYiIoKRI0fy9ddfG3mbBw8eTHBwMP379+eDDz5g9uzZtG3blvXr1wMQGxvL8uXLmThxIgDdunWjX79+ZnmfH9felHxOxEvJe2z06NGsWLGCIUOGkCdPHqZOncqqVav4+OOPsbGxoXbt2ixfvpy2bdsCD39UWb58+XPnMBcREZG0FxsTw4MHDwA4dOjQS26NvCjq49dbVFQUjo6OZgOhAGxtbR+OjM2U+YW3IS429qkGLMXGxhIdHU10dDSxsbFG2+/fv2/8nzVrViZOnMiwYcP4/vvvKV68OOXLlyc6OprIyEjq1q3L3r17qV69OhkzZqRly5Zs2bKFyMhIfHx8aNCgAS1btiQiIoJcuXIxcuRIHBwcMJlMVKpUiTp16jBkyBBiYmKIiYlJsg01atRg+/btVK1aFVtbW1xdXalVqxZHjx4lMjLSbNuhQ4cybNgwypQpg6WlJT4+PrRt2zZRv7wI8SkV06Ku10FsbCx37twx+0xLKi1ISihALM/F39+fli1bEh4eTqZMmVi/fj0eHh5ky5Yt2W22b9/OsWPH2LBhA3nz5gUeBo6WLFli/MHOnj07n3/+OfDwxT1jxgxatGhh5NHJnz8/58+fZ8aMGbRq1Qp4ODpxwIABFChQAIBGjRo9820OU6dO5euvv8bf3x+Ad999l4sXLzJ16lTq1avH6tWruXfvHqNHjzZSDgwePJht27YZ+3B3d+err74CIG/evMyaNYuDBw8aAeLHtXfr1q0cPnyYtWvX8t577wEwcuRIqlevzrx58+jZs6dZe3/66SeKFStmLC9QoAD9+/enffv2nDhxgv379xMREcGoUaPIkCEDhQoVom/fvnzxxRcAZsGu+ADxsmXL8PHxSfK2kosXL3L16lU++OCDJM+fv78/I0aMoH///lhaWrJ69WqqVq1q5Fl6Vg4ODuTJk4d9+/alaoDYZDIxdOhQoy9r1qzJ33//DZAoncLJkyf5888/mTlzJuXLlwegT58+7N+/n5kzZzJhwgRju/jXcDwnJyd69OiBhYUFLVu2ZPz48dSuXdtI6F+/fn1GjhwJPPyDFx/0d3BwAKBDhw4sWrSIM2fOULJkSezt7bGxsTFyZyc0f/58MmbMyLBhw4yc2mPHjqVmzZps2bKFSpUqAfDJJ58YI7s7d+7MnDlz2L9//1MHiOfPn0+ePHnMXptjx47Fx8eHvXv38sEHH/D7778zcOBAqlatCjzMmWxvb292i9TgwYPJnz8/AJ9++qlxPuMl195cuXKl6HMi3pPeY507d+bXX3+lb9++Rv8MGzbM7Jf8+vXr88svv3D8+HEKFSrE7t27CQsLS/ZHFRERERERSX3xAdv44KGl5atzs/zMmTOTXJ4lSxazuyldXV2Nu6cflTFjRr7//nuzZfHz0MDD74kdOnRItJ2FhQXjxo0znlepUsVsfe7cuc3aMGLEiOQOwxgwB1CwYMFkj0teXwoQy3Px9PQkS5YsBAcHU79+/STTSzzq+PHjODk5GcFhgPfff59u3boZzxOOkL1x4wbXrl3D3d3dbD9eXl7MmDGD69evAw8//PLly2esz5AhQ6LbIVLixo0bhIWFMWLECEaPHm0sj4mJIfb/fi08fvw477//vlk+Wg8PD7OZRuODTvEyZcpk/EL3pPYeP36czJkzm+3D1tYWNzc3Tpw4kajNJ06cSDQpXMmSJY11hw8fpkCBAmYzlT6aDzg+2HXq1Cny5MnDunXrGDZsWJLn6Nq1awBmk9MlVKVKFfr06cOuXbvw9vZm7dq19OvXL1E5a2vrZCdVi4uLSzKg7OTkZNSfUEhICO3atTM7vkdv/09OtmzZzPryca+d48ePAyR6PXp6erJp0ybjeVKTCrz77rtGzqd06dIZy+LZ29sbFzdZs2alSZMmLF26lCNHjnDmzBmOHj0KYIz8fpwTJ07g6upqNuFigQIFyJIlC8ePHzcCxPHB2PjjBp7pfXPkyBGOHDmS6LzAw3zV1tbWREdH4+bmZiy3trY2Asr//vtvovdExowZjR+N4iXX3pR+TsR70nvs1KlT3L9/32x/8b+kxytSpAguLi4sW7aM7t27s3z5cipUqPBK5VsXERGRlLGytsbOzg6AokWLvuTWyIsSP8pOffx6On36NIAxgOZR8aNKk1svrz/1sTkrKysyZcrE+++/byyLjY1NlMoxJRQgludiYWGBn58f69ato1KlSuzZs+eJo3ZTMorU3t7eeBx/ofao+CBZ/P4sLS0T7ftZhtbHB9T69u1LqVKlEq23trZO0TEk9atlwvY8rr0Jjz+h5IKmSZWP35e1tTVWVlbJBmLjxQe7VqxYgYuLC9bW1kYQ8VHxQc7kApWOjo6UK1eOdevW4ejoyO3btyldujSXL182K5cxY8Zk8yFFREQkOeFabGxskue2WLFiRn5eSP4cJiU+N1NCyb12Uto3SZVLqu+SmyQgLCyMxo0b4+zsTOXKlalUqRI5cuTgk08+SbL807QzYdD4aY79cWxsbChXrhx9+vRJtM7JyYkLFy48cR+WlpaJzsejbUmuvSn9nIj3pH5MOKvw49SvX5/Zs2fzzTffsGbNGoYOHfrY8iIiIiIiIiKvmldn3L28tvz9/dm2bRtLly6lVKlSTxw9V6BAAW7cuGEWMDp16hSlS5cmNDQ0UXlHR0dy5szJnj17zJbv3r2b7NmzJxlEfB4ZMmTA2dmZ0NBQ8uXLZ/zbtm0bM2fOxNLSkgIFCvDff/+ZTUoXf9t+auTCKViwILdu3TJ+IYWHt80cOHCAggULJipfoEAB9u7da7Zs9+7dxjoXFxdOnz7N7du3jfX79u1LtJ/69euzYcMGNmzYQO3atc0CiQnlyJEDwGzCs0f5+/vzv//9j7Vr11K9evUkg6PFihXj1q1bSU4muGfPHrPRmvFu3Lhh1J+Qvb29WX85Ozsn27bnEX/+H3097tmzJ8m+eVarVq3i7t27zJs3jw4dOuDr68vNmzeB/x80TS64DA/7/cCBA2ajgU+ePEl4eLiR1iQ1FSxYkFOnTpErVy6jDywtLRk6dCiXLl3i3XffxdramoMHDxrbxMXF4efnx6pVq567/qf9nHjSeyxfvnzY29ubvU+io6MTTRRZp04drl69yk8//YSlpWWikfwiIiIiIiIirzoFiOW5eXh4kClTJiZNmvTE9BIAZcuWpUiRIvTs2ZODBw9y9OhR+vbtS4ECBZK8LR/gyy+/ZM6cOSxatIizZ8+ycOFC5s6dS8uWLR8bJHtWX375JbNnz2bBggWcO3eOFStWMHz4cCPXa506dUifPj29evXi+PHj7N27l2HDhlGqVKlUudWhdOnSuLu7061bN3bv3s3x48fp1asXERERfPrpp4nKt2vXjgMHDjBixAhOnz7Nli1bGDBgABUrVqRAgQLUrl2bjBkz0rNnT44fP86OHTuMHEIJz1+dOnU4c+YMGzZsoF69esm2z9nZGWdnZ44cOZJsmSpVqnDz5k3mzZuX7OvCzc0NLy8vvvnmG7Zs2cKFCxfYt28fgYGBnDt3LlEO3/DwcC5evGhMBPcyvPvuu9SqVYv+/fuzdetWTp06xbBhwzh06FCi9j6PnDlzcufOHdatW8eFCxcIDg420nTEp6FInz49YWFhnD9/npiYGLPtmzVrxu3bt+nVqxcnTpwgJCSEbt26Ubhw4VTN35ywvoiICAIDAzl27BgHDhygS5cunDlzhvz585MuXTqaNGnC2LFj2bx5M2fOnGHgwIGEh4fj7e2dKm14ms+JJ73HHBwcaNKkCePGjWPTpk2cOnWKoKAgLl26ZLavrFmz4uPjww8//ECdOnWSHOEsIiIiIiIi8ipTigl5bpaWlvj5+bFgwQKqVauWovI//PADQ4YMoXnz5tja2lK+fHm+++67ZLdp3Lgx9+/fZ9q0aQwYMIC8efMSGBhIkyZNUvNQDJ999hlRUVHMnDmTQYMG4ezsTMeOHWnfvj3wMH/szJkzGTZsGA0bNiR9+vT4+fnRvXv3VKnfwsKCSZMmMWzYMDp06EBsbCweHh7Mnz/fLHdzvEKFCjF16lTGjRvHL7/8QubMmalVqxbffvst8DBNx48//sjAgQP55JNPyJ49O02aNGHUqFFmo4SzZs1K+fLluXDhwhPzclWuXJmdO3fSrFmzJNdnyJCB8uXLc+DAgSRTdcQf57Rp0xg/fjz9+vXj6tWrODo64unpyW+//ZboWP/55x8yZ85sluv5ZRg0aBCjRo2ie/fu3Lt3jw8//JCZM2cmmX/3WdWoUYMDBw4wePBg7t27x7vvvkvHjh2ZPn06Bw4cwMfHxxjxXbNmTebNm2e2fbZs2fjpp58YNWoUn3zyCQ4ODvj6+tK9e/dkR4Y/j+zZszNr1ixGjx5No0aNsLe3x9vbm/HjxxtB0+7du2NlZcV3333H3bt3cXV1ZebMmY+d1PJpPM3nREreYwEBAURFRdGjRw+io6OpXbs27u7uic7fxx9/zMaNG40JKEVEREREREReJxamZ0k2KSKvlQsXLnDu3DmzkaP//vsvn376KZs2beKdd94xltevX586derQqlWrx+7zxIkTfPLJJ2zevDnZyepSW8eOHSlcuDCdO3dOk/rk7bZhwwZjIs54/v7+1KlTh6+++spYNnfuXBYuXMjy5cufu86EEwrkaPgpFo9M0iciIiIvxjv7/+Xo/82XoQnM3lyapO71Fp8eLuGEXAlpArM3n/rYXFLviYTfKUuUKIGVlVWK9qUUEyJvgfv379O6dWvmzZtHaGgo+/fvZ/jw4Xh5eRnB4Q0bNjBmzBjOnDnz2PQS8T744AOqVavGb7/99qKbD8C5c+fYt29fqqZxEHmcH3/80Ugjc+7cOcaNG0doaCj+/v4AHDx4kGXLljF16tRkR9KLiIiIiIiIvOoUIBZ5CxQoUIAxY8awYMECatasSfv27XnvvfeYMGGCUWbq1KksXryYYcOGkTlz5hTtt3fv3vzxxx+PnawutYwZM4bevXunuG0iz2v06NFYWFjQrFkzPvroI3bs2MGMGTOMSf727NlDUFAQ5cqVo0GDBi+5tSIiIiIibzc7Ozvs7OxedjNEXktKMSEiIvKKUIoJERGRl0MpJt4OSjHxentcignTgwfEnDnzQuu3zp8fi7ckAH3+/Pkk5z962ZRiwlxqppjQJHUiIiIiIiIiIvLaijlzhjDfqi+0DueNG7BxcXmqbZo3b06lSpVo06bNE8v+8MMPzJw5E0tLS9auXYuTk9OzNvW5bNy4kbFjx7JixQoAatWqRUBAAFWrpt75TTjB+/3797G2tsba+mGIsk6dOgwcOPCp9xkYGEi6dOkICgpKtXYC7Ny5ky+++IK9e/em6n5fNQoQi4iIiIiIiIiIvES///47AQEBNG3a9KW249atWyRMNrBq1apUryNhsLV27dq0bt2a+vXrp3o9knLKQSwiIiIiIiIiIvICTZw4kYCAADp16oS7uzvVq1dn5cqVAFStWpXQ0FBGjBhBly5dAFi3bh0fffQRHh4e1K1blw0bNhj78vX1JSgoiDJlytCpUyeWLFlCmzZt6NevH56enlSsWJHg4GBGjRqFt7c35cuXZ+nSpcb2a9eu5ZNPPsHb2xtPT08CAgKIjIxk79699OvXj1OnTuHu7k5sbCy+vr6sXbsWgBs3bhAYGEiZMmUoV64cvXr14tatWwAsWbKEzz//nN69e1OyZEkqVarErFmznvo8PXjwgBEjRlCpUiXKli1Lz549CQ8PN9Zv3ryZjz76CHd3d2rVqsWmTZuMdWFhYXTo0AEvLy+qVKlinLPQ0FBcXV2ZM2cOPj4+eHt7ExgYSHR0NPAwdcXQoUOpUKEC3t7efP3111y8eDHJ9u3cuZNPP/0UT09P/P39WbBggbHu6tWrdOjQAQ8PD2rXrs2kSZPw9fUFwM/Pj19//dUoGxERgaurK2decGqUlFKAWERERERERERE5AVbu3Yt9erVY9euXTRs2JD+/fvz4MEDNmzYQK5cuRg5ciTff/8927dvp0ePHnTv3p1du3bRpUsXunbtyp49e4x9nTp1iuDgYIYOHQrA1q1bKVasGCEhIXz88cd06tSJ9OnT8/fff/Pll18ycOBATCYTly5dokePHgQGBrJz506WLVtGSEgIK1euxN3dnQEDBlCgQAH27t2bKH9tp06duH37NmvXrmX16tXcunWLbt26Get37txJ0aJF2bFjB927d2fUqFFc/r/87ik1atQo9u3bx6JFi1i/fj0xMTF89913APz33390796djh07EhISYgTcr169CsC2bdto3749//zzD/Xq1aNPnz7GaOioqCgOHTrEunXrmDdvHsHBwaxfvx6Afv36sX//fhYvXsymTZtwcnKiQ4cORgA54Tlv27Ytn332GTt37mTEiBGMHTvWGGXdrVs30qdPz9atW5k4caJZUL5u3bqsXr3a7LVQpEgR8ufP/1Tn50VRgFhEREREREREROQFK1q0KL6+vlhbW1O3bl1u377N9evXE5X7448/qF27NhUqVMDKyoqKFStSq1Yt/vjjD6NM9erVSZcuHRkyZAAga9asNGzYEAsLC0qXLo3JZKJt27ZYW1vj4+PD3bt3CQ8PJ2vWrKxatQovLy/Cw8O5du0aWbJkISws7LFtP3/+PCEhIfTt25dMmTKRKVMmgoKC2LJli7Gtk5MTTZo0wdramlq1amFlZcX58+dTfH5MJhOLFi2iS5cuZM+eHUdHRwIDA9mwYQM3btxg3bp1xshdKysrqlatyrx580ifPj0AlStXxtPTEwsLC2rVqsXNmze5ffu2sf927drh4OBAwYIFcXNz47///uPBgwesXr2abt264ezsjIODA7179+b8+fMcOHDArH0rV67E09OTjz/+GGtra4oXL07z5s35/fffuXTpEjt27DByIb/33ntmuafr1q3L7t27jXO1fPly6tatm+Jz86IpB7GIiMgryHnndqws9TvumyY2JgYAK2tdgr2p1MdvNvXvm8tCfSoiaSBr1qzG4/hJ2eLi4hKVu379Op6enmbL8uTJw+7du43nOXLkMFufJUsW47GlpSX29vbY2toCYGFhYdRlY2PDkiVLWLRoEXZ2dhQuXJj79++b5R1OyrVr17C2tiZnzpzGsnfeeQdra2suXbqU6PjijzGp40vOjRs3uH//Ph06dDDaDGBnZ0doaCjXrl0zqx/Azc3NeJw5c2bjsY2NDQAx//e3GzCb+M/a2hqTyUR4eDjR0dHkyZPHrL7s2bNz6dIlsmXLZiy/fv06uXPnNqs/T548rFixgrCwMKytrc36JWHZ3Llz4+npyerVq/Hz82P//v1MmjQpxefmRdNfQRERkVeQlZNTolu65PV39NAh4OHoEXkzqY/fbOrfN1xo6MtugYgI8DDwGvrIZ9L58+fJnj278TxhADWp58lZs2YNS5cuZfHixUawtXHjxk/cLleuXMTExHDp0iXeeecdAC5cuEBMTAzZsmXj9OnTKar/cbJkyYKtrS2//fYbH3zwAfAwwHv27Fny5cuHs7Mz//77r9k2U6dONfL8Pots2bJha2tLaGiocT7u37/PlStXzILD8LBfduzYYbYsvl/eeecdYmJiuHLlihEkfjS9xkcffcTixYuxsLDAx8fHLKD9silALCIiIiIiIiIiry3r/Plx3rjhyQWfs460Uq9ePVq3bk2NGjUoW7Ysf//9N6tWrWLatGnPve/w8HAsLS2xtbUlJiaGP/74g3379lGqVCkAbG1tuXfvHnFxcVgmuKPR2dmZcuXKMXjwYCPv8eDBg/Hy8iJPnjz8888/z902S0tL6tWrx6hRoxg+fDiOjo5MmDCBP/74g+DgYKpXr87MmTPZuHEjlSpV4s8//+THH3+kXr16z1Xnxx9/zOjRoxk/fjwZM2Zk2LBh5MiRAw8PD7O8z7Vr12bq1KksXbqU2rVrc+jQIebOnUv37t1xdnamfPnyjB49mv79+3P9+nV++ukns7pq1KjB0KFDiYyMpHPnzs/c5hdBAWIREREREREREXltWdjZYfV/I04t34A0bZ6engwfPpyRI0cSGhpKrly5GDZsGGXKlHnufdevX59//vmHqlWrYmdnR/Hixalbty7Hjx8HwMvLC3t7e0qWLGlM4hZv9OjRDB8+nBo1ahAdHU3FihUZMmTIc7cpoV69ejF27Fjq16/P7du3KVKkCDNmzMDe3p58+fIxZswYJk6cSLdu3cibNy+TJk3C2dn5ueoMDAxk7NixNGjQgHv37uHl5cVPP/1kpKmIlzdvXqZNm8aYMWMYOHAgTk5OfPXVV3zyyScADB06lO+++46yZcuSN29evL29zUYcOzo6UrlyZf7++298fHyeq82pzcL0pCQjIiIikiZiY2ONW6ZKlCihFBNvoEO6Pf2Npz5+s6l/32zq3zef+vj1Fp/C4P33309yfWRkJAAODg5p1iZJW696H2/bto2SJUsauZ/nzp3LypUr+e2334wyY8aM4e7duwQFBT13fUm9J571O+Xr/7OKiIiIiIiIiIiIyEs0ePBgfvnlF+Li4rh8+TK//fYb5cuXB+DKlSuEhITwxx9/8Omnn77kliamALGIiIiIiIiIiIjIcxgzZgwbNmzAy8uLTz75hAoVKtC+fXsA1q9fT9u2bWncuDEuLi4vuaWJKQexiIiIiIiIiIiIyHP48MMP+fXXX5Nc16xZM5o1a5bGLUo5jSAWEREREREREREReUspQCwiIiIiIiIiIiLyllKAWEREREREREREROQtpQCxiIiIiIiIiIiIyFtKk9SJiIiIiIiIiMhrzc7O7mU3QeS1pQCxiIiIiIiIiIi8tkxxMVhEXn34+EVV4pAdC8sXE0Y7f/48efPmfeHbiCRHAWIREREREREREXl9RV7FtGvEC63CwqsnpH/nqbZxcXFh8eLFuLq6mi3v0KEDxYoVo1OnThw+fJiWLVvyzz//ANC2bVt8fHz4/PPPad68OZUqVaJNmzZmy+fOncvWrVuZOnUqAO7u7sybN48iRYqkzsHKW0cBYhERERERERERkZfg9u3bREdHG89nzJiRZLmEy2/evInJ9P/HSu/du/fFNVDeCpqkTkREREREREREJI2FhYXRrl077t27h7u7O+fPn6d58+bMnDkzUdn45atXr2batGls2bIFPz8/4OFI5QMHDgBw+fJlOnXqROnSpfH19WXKlCnExsYa61q1aoWXlxeVK1emV69e3Lt3L+0OWF5ZChCLiIiIiIiIiIikMWdnZ3788UfSpUvH3r17U5RTuGbNmnTo0IEKFSqwbt06s3WxsbF88cUXODs7s2nTJubMmcOaNWuYO3cuAGPGjCFPnjxs376dJUuWcOjQIf74448XcmzyelGAWERERERERERE5DV38OBB/vvvP3r27Im9vT158uThiy++YOHChQDY2dmxZ88e1qxZg8lkYunSpTRt2vQlt1peBcpBLCIiIiIiIiIikspsbGyM9A4JxcTEYGtrm+r1XbhwgaioKMqUKWMsM5lMWFhYANCnTx8mT57MlClT6NGjB56engwYMIACBQqkelvk9aIRxCIiIiIiIiIiIqnsnXfe4eLFi4mWnz9/nnfeeSfV63N2diZz5syEhIQY/zZu3MjSpUsBOHr0KC1btmTNmjVs2rSJrFmz0r9//1Rvh7x+NIJYREREREREREReXw7ZsfDq+cLreFq1a9dm0qRJFChQABcXF27fvs0vv/xCREQEPj4+ANja2hIdHc39+/ext7dP0X5tbW25c+dOouVubm5kzZqV8ePH88UXXxAZGUlAQAD29vb88MMPTJ06lfTp0zNo0CCyZMmCnZ0dmTNnfurjkjePAsQiIiIiIiIiIvLasrC0Js7BGQBLy1fnZvmvvvoKa2trOnfuzJUrV7CxscHDw4O5c+cagVkXFxeKFStGmTJlmDNnTor2W7lyZebPn0+5cuXYsmWLsdzGxoZp06YxZMgQKlasiMlkonz58gQFBQEwYMAAgoKCqFSpErGxsZQqVYoBAwak+nHL68fCZDKZXnYjRERE5OGsw//++y8AJUqUwMrK6uU2SFLdoUOHAChatOhLbom8KOrjN5v6982m/n3zqY9fb6dPnwbg/fffT3J9ZGQkAA4ODmnWJklb6mNzSb0nnvU75avzs4qIiIiIiIiIiIiIpCkFiEVERERERERERETeUgoQi4iIiIiIiIiIiLylFCAWEREREREREZFXnqbREvn/UvP9oACxiIiIiIiIiIi80iwtLYmNjVWQWISHweHY2FgsLVMntKsAsYiIiIiIiIiIvNLs7OyIjY3lypUrChLLW81kMnHlyhViY2Oxs7NLlX1ap8peREREREREREREXhBnZ2cePHjAjRs3CA8Px8rKCgsLC2N9bGwsAFZWVi+rifKCqY///8jh2NhYHBwccHZ2TpX9KkAsIiIiIiIiIiKvNEtLS959913CwsJ48OABcXFxZuvv3LkDQKZMmV5G8yQNqI/BwsICW1tb7OzscHZ2TrUUEwoQi4iIiIiIiIjIK8/S0pJ33nknyXWHDh0C4P3330/LJkkaUh+/OMpBLCIiIiIiIiIiIvKWUoBYRERERERERERE5C2lFBMiIiKviISzMcdPwCBvlvg+Vv++udTHbzb175tN/fvmUx+/2dS/bz718ZMlPDcJv18+iYXpaUqLiIjICxMVFcWBAwdedjNERERERETkNefq6oqtrW2KyirFhIiIiIiIiIiIiMhbSiOIRUREXhFxcXHExMQAD2dotrCweMktEhERERERkdeFyWQiLi4OAGtraywtUzY2WAFiERERERERERERkbeUUkyIiIiIiIiIiIiIvKUUIBYRERERERERERF5SylALCIiIiIiIiIiIvKWUoBYRERERERERERE5C2lALGIiIiIiIiIiIjIW0oBYhEREREREREREZG3lALEIiIiIiIiIiIiIm8pBYhFRERERERERERE3lIKEIuIiIiIiIiIiIi8pRQgFhEREREREREREXlLKUAsIiIiIiIiIiIi8pZSgFhERERERERERETkLaUAsYiIiIiIiIiIiMhbSgFiERERERERERERkbeUAsQiIiKpKDY2ll9++YVatWpRvHhxfH19GTt2LA8ePEjR9vfv32fSpEn4+fnh5uaGn58fM2fOJC4uLsnyy5cvp169epQoUYLy5cszYMAAIiIiUvOQJIG07N87d+4wcuRIqlWrRrFixfD29qZjx44cOXIktQ9LEkjr93BCS5YswcXFhdmzZz/nUUhy0rp///77bz7//HM8PDzw9vamRYsWhISEpOYhySPSso9jY2OZPn06fn5+FCtWjNKlS9O1a1fOnz+f2ocl/+d5+zehsLAwPD09H/uZq+ustJWW/avrrJcjrd/DCek66/EUIBYREUlFgwYNYvDgwWTIkIHmzZuTJ08epk6dypdffvnEAFFcXBzffvstEydOJG/evHz++eekT5+ekSNH0rdv30Tlf/zxR7p3705MTAzNmjXDzc2N+fPn06xZMyIjI1/UIb7V0qp/IyMjadq0KTNnziRr1qw0b96csmXLsnnzZj799FN27979Ig/zrZaW7+GErly5wrBhw1LzUCQJadm/v//+O23atOH06dPUr1+fatWqsX//fj7//HO2b9/+og7xrZeWfdyzZ0/GjBmDlZUVzZo1w8vLi1WrVtGoUSMuXLjwog7xrfY8/ZvQnTt3+Prrr7lz506yZXSdlfbSqn91nfXypOV7OCFdZ6WASURERFLFnj17TIUKFTJ99dVXpri4OGP5oEGDTIUKFTItXbr0sduvWLHCVKhQIdPgwYONZTExMaYvv/zSVKhQIdOuXbuM5RcuXDAVKVLE1KBBA9ODBw+M5TNnzjQVKlTINHny5FQ8MjGZ0rZ/p02bZipUqJBp0KBBZvvYuXOn6cMPPzTVrl07lY5KEkrLPn7UF198YSpUqJCpUKFCplmzZj33sUhiadm/ly5dMpUoUcLk7+9vun79urH86NGjpqJFi5o+/vjjVDwyiZeWfXzgwAFToUKFTA0bNjT7O/zbb7+ZChUqZAoMDEzFIxOT6fn7N97Zs2dNH3300WM/c3WdlfbSsn91nfVypGUfP0rXWU+mEcQiIiKpZO7cuQB8/fXXWFhYGMu/+eYbbGxsWLx48RO3t7Ky4quvvjKWWVlZ0bVrVwCz7RcsWEBMTAxffPEFtra2xvIWLVqQI0eOJ9YlTy8t+3f9+vVYWFjw7bffmu2jVKlSlCpViuPHjxMWFva8hySPSMs+TmjFihVs3LiRSpUqPecRyOOkZf8uWrSIe/fu0adPH5ycnIzlLi4ufPnll7i7uxMdHZ0qxyX/X1r28YEDBwCoU6eO2d/h+vXrY21tzb///vvcxyPmnrd/AX744Qc++ugjTpw4QZkyZZItp+ustJeW/avrrJcjLfs4IV1npYwCxCIiIqkkJCSEzJkzU7hwYbPlGTJkoEiRIuzdu5eYmJgkt42KiuLAgQMULlyYzJkzm60rUKAA2bJl459//jGW7dq1CwBvb2+zslZWVpQsWZILFy7o9tZUlpb927hxYwICAnB0dEy0r/gvqnfv3n3OI5JHpWUfx7t+/TpDhgyhWrVq+Pn5pdqxSGJp2b9//fUXmTJlSvLL61dffUVQUBA2NjbPf1BiJi37OL7Mo39rb9y4QUxMjNkPA5I6nqd/482cOZP8+fPz22+/8dFHHyVbTtdZaS8t+1fXWS9HWvZxPF1npZwCxCIiIqkgKiqKy5cv8+677ya5Pnfu3ERHRxMaGprk+gsXLhATE/PY7S9evEhUVBQA586dI2vWrEle2ObOnRuAM2fOPMORSFLSun8bNGhAhw4dEpW7ceMGISEhpEuXjjx58jzj0UhS0rqP4w0cOJDY2FiCgoKe7wDksdKyf00mEydPnuT999/n2rVr9OrVizJlylC8eHFatGjB/v37U+245P9L6/dwxYoVeeedd5g/fz4rVqzg7t27nDp1iq5du2JhYUGLFi1S58AEeP7+jTdmzBiWLFmCm5vbY8vpOittpXX/6jor7aV1H8fTdVbKKUAsIiKSCm7dugVAxowZk1yfIUMGAG7fvv3M25tMJmMihlu3bj1zXfL00rp/kzNq1Cju3r1L3bp1zW55lef3Mvp4/fr1rF27lsDAQHLkyPGMLZeUSMv+vX37Nvfu3ePBgwc0bNiQkJAQatWqRZUqVdi9ezdNmzZl586dz3dAkkhav4fTpUvHvHnzKFasGN26dcPDw4OaNWuyf/9+JkyYQPXq1Z/jaORRz9u/8SpWrIil5ZPDILrOSltp3b/J0XXWi/My+ljXWU/H+mU3QERE5E0QfztUcheT8csfPHjwTNvH34ocP3IpJibmmeuSp5fW/ZuUyZMns2TJEt555x0CAgJS1nBJsbTu41u3bjFgwADKlSvHJ5988uwNlxRJy/6Nzy18+PBhvLy8mD59OunSpQNg+/bttGrVij59+rBu3brnCmSIuZfxd3jatGns3buXokWL4uXlxdWrV1m/fj2DBg0iZ86cKR7hJk/2vP37LPXpOivtpHX/JkXXWS9WWvexrrOengLEIiIiqcDe3h4g2UmH4r9QxgcJHmVnZ/fY7eOXOzg4GPU9a13y9NK6fx81duxYpk6dSubMmZk6dSqZMmVKeeMlRdK6jwcPHsy9e/cYOHDgszdaUiwt+zfhl9uePXua7bNMmTL4+voSHBzMwYMHFUBMRWn9Hp4+fToLFiygadOm9O3b15hw6ciRIzRp0oT27dsTHBxM+vTpn/GIJKHn7d9nqU/XWWknrfv3UbrOevHSuo91nfX09JO1iIhIKnB0dMTS0jLZFAHxt0vF3z71qPgL0cdtb2FhYeTCy5gxY7K3YMUvTypvnjybtO7feDExMfTq1YupU6fi5OTE7NmzE03sIakjLft406ZNrFixgm+//VY5DtNIWvZv/D6srKySfL8WKVIEgPPnzz/dQchjpfXn9B9//IGdnR09evQwgsMAH374Ic2aNePmzZts3LjxmY9HzD1v/z4tXWelrbTu33i6zko7adnHus56NgoQi4iIpAJbW1ty586d7Bf+0NBQHBwceOedd5JcnydPHmxsbB67fb58+bCysgLgvffe49q1a0RGRiZZFh7Oui6pI637Fx6OpPjqq69YsmQJuXPn5tdff+XDDz98/oORJKVlH69duxaAoUOH4uLiYvzr1asXAMOGDcPFxYUlS5akwpEJpG3/Ojg44OzsTFxcHCaTKVHZ+NFT8aOpJHWk9ef0pUuXyJUrV5L9+MEHHxhlJHU8b/8+LV1npa207l/QdVZaS8s+1nXWs1GAWEREJJV4enpy7do1Tp06Zbb89u3bHDlyBFdXV6ytk87uZGVlRYkSJTh8+HCiESunTp3i+vXreHh4mNVlMpnYtWuXWdnY2FhCQkLInTu3JmNIZWnZvyaTia5du7Jp0yY++OADfv31V/Lnz5/qxyTm0qqPq1atytdff53oX5UqVQAoX748X3/9tb6oprK0fA+XLFkSk8nEjh07Eu3r4MGDALi4uDzvIckj0rKPs2XLxuXLl7l3716ifZ09e9YoI6nnefr3WerSdVbaSsv+1XXWy5FWfazrrGejALGIiEgq+fjjjwH4/vvviYuLM5aPHz+e6OhoGjdu/MTto6OjGT9+vLEsNjaWMWPGAPDpp58ay+vUqYO1tTUTJ040y3f5888/c/Xq1SfWJU8vLfv3l19+Yf369eTLl485c+bg7OycikciyUmrPq5atSqdOnVK9K9q1aoAVKhQgU6dOumLSypLy/dw/OMxY8aYBRv/+usvtm7dire3t257fQHSso9r1KhBZGQkY8eONdvH2bNn+eWXX0iXLh2VKlV6ziOShJ63f5+GrrPSXlr2r66zXo606mNdZz0bTVInIiKSSsqUKUOdOnVYsWIFDRs2pEyZMhw4cIAdO3ZQsWJF/P39jbKzZ8/m9u3btGjRgowZMwJQv359li5dyi+//MKJEydwdXVl+/btHDx4kMaNG1OiRAlj+/fee4+2bdsydepU6tatS5UqVThz5gwbNmygaNGiNGvWLK0P/42XVv374MEDpkyZAjwcYThv3rwk29O4cWOyZ8/+Yg/6LZOW72FJe2nZv97e3rRq1YpZs2ZRp04dqlevzvXr11m7di2ZMmWiX79+aX34b4W07OOvvvqKbdu2MWfOHPbu3UupUqW4fv0669ev58GDB4wYMQInJ6e0PgVvtOft36eh66y0l1b9q+uslyct38Py9CxMSSXGEhERkWcSHR3NjBkzWLJkCZcvX8bZ2ZnatWvToUMHY+ZzAF9fXy5cuEBwcLDZKLK7d+8yadIkVq9ezc2bN8mTJw+NGjWiefPmZvlp482fP5/58+dz9uxZsmXLhq+vL19//TVZsmRJk+N926RF/+7evZsmTZo8sS1Lly7VyIcXIK3fwwktWbKEXr160atXL1q2bPmiDvGtltb9u3TpUubOncuJEydwcHCgdOnSfPPNN7z33ntpcrxvo7Ts47t37zJ9+nTWrl3LhQsXsLe3x93dnQ4dOlCyZMk0O+a3yfP2b0Ip+czVdVbaSov+1XXWy5XW7+HnKf+2UYBYRERERERERERE5C2lHMQiIiIiIiIiIiIibykFiEVERERERERERETeUgoQi4iIiIiIiIiIiLylFCAWEREREREREREReUspQCwiIiIiIiIiIiLyllKAWEREREREREREROQtpQCxiIiIiIiIiIiIyFtKAWIRERERERERERGRt5QCxCIiIiIiIiKpyGQyvewmiIiIpJgCxCIiIiIib5ibN28ybtw46tWrR8mSJXF1daVSpUp8++23bNq06WU3T14TzZs3x8XFhZCQkBey/2XLluHi4kJgYKCxbOfOnbi4uNCyZcsXUmda+Pvvv2nbtq3ZsjfhuEJDQ3FxcaFatWovZXsREXlxrF92A0REREREJPUcPHiQ1q1bEx4eTu7cuSlRogT29vZcvHiRtWvXsmbNGurUqcPIkSOxtNR4EZHUFBYWRuvWrcmdO/fLboqIiEiKKUAsIiIiIvKGiImJ4ZtvviEiIoLBgwfzySefmAWBjx49SocOHVixYgXFihV7rUczyos3YsQIIiMj0zTY6ebmxurVq0mXLl2a1Zmakkst8bofF4CzszOrV6/G1tb2ZTdFRERSmYYMiIiIiIi8IXbv3k1oaChly5alYcOGiUYIFy5cmH79+gGwcOHCl9FEeY3kypWLAgUKYG9vn2Z1Ojg4UKBAAd555500qzMtvAnHZWNjQ4ECBcibN+/LboqIiKQyBYhFRERERN4Q169fB8DCwiLZMmXLlqV27dqUK1cu0bqIiAjGjx9PzZo1KV68OBUrVqRz584cO3YsUdmbN28ycuRI/Pz8KFasGKVKlaJNmzZs2bIlUdn4XLYnTpygadOmFCtWDB8fH7Oy+/bt46uvvqJ06dK4urri5+fH2LFjuXPnToqP38XFhUaNGnHjxg2CgoIoV64cJUqUoGHDhvz9998AHDt2jPbt2+Pp6UnZsmXp1KkTFy5cSLSvmJgY5s6dS/369SlRogTu7u40aNCAefPmERMTY5Rbt24dLi4ufP7550m26ejRo7i4uNC8eXOz5X/99RetW7fGy8sLNzc36tSpw8yZM4mKijIrF5+7dsSIEZw4cYKOHTtSqlQpihcvTuPGjdmwYUOKzw/A/v376dq1K5UrV6ZYsWK4u7vz0UcfMWXKFB48eGBWNrVyED948IApU6bg7++Pm5sbfn5+zJs3L8nRtsnl6j116hQBAQFUqVKFYsWKUa5cOTp16sTevXvNyi1ZsgQXFxd++eUXRo4ciaenJ56ensYPIy4uLhQpUiTJdrZs2RIXFxd27txpLAsMDMTFxYUjR44wZ84cqlWrZhzDDz/8YHbOJk6cSMWKFQG4cOGCWb8/Lgfxnj17jNd+sWLF8PX1pX///ly+fDlRWRcXF+rXr094eDgDBgygQoUKuLq6UqNGDX788Uez1+aziD/eXbt28cUXX+Dm5kbZsmX5/fffk80hHBYWRu/evfHz88PV1RVvb2/atm3L5s2bU1Tn+fPnqVChAi4uLsyaNeuZ2x7/er179y7Tp0+nevXquLq6Ur16debMmQPArVu3jM8GDw8PPvvss2Rf3yl9j8LDz4vffvuN5s2b4+3tTdGiRfH29k7yMzH+PHbu3JlLly5RqRfFAAAYLklEQVTRvXt3ypQpg5ubGx9//DGLFi165nMgIvKslGJCREREROQN4eLiAsDWrVuZOnUqzZo1w9HR0ayMvb09Y8aMSbTtpUuXaNmyJWfOnMHZ2ZmKFSsSFhbGunXr+PPPP5kzZw7u7u4AnDt3jmbNmhEWFkbOnDnx9fXl5s2bbN++na1bt9KpUye+/vrrRHV8/fXXREZGUqlSJQ4ePGgE6pYsWUKfPn0wmUwUK1aMd955h/379zN16lQ2btzIL7/8QubMmVN0DiIiIvj000+5desWXl5eXLp0if3799O+fXv69+/PkCFDyJ49O2XKlOHgwYOsX7+egwcPsnbtWuzs7ICHAc22bdvyzz//kD59ekqXLg08DPINHDiQjRs38sMPP2Bra0vlypXJkiULu3bt4vLly+TMmdOsPX/88QcA9evXN5ZNnjyZCRMmYGNjg5ubG05OTuzevZuRI0eyefNmZsyYkeg2/qNHj9KoUSMcHR3x9PQkLCyMvXv38tVXXzFhwgT8/PyeeG5WrlxJ9+7dAfDw8MDV1ZUrV67w77//cuzYMQ4fPsykSZNSdJ5TKioqyjiXTk5OVKpUibCwMAYOHEjBggVTtI/419uNGzcoXrw4RYsW5eLFi6xfv56NGzcyffr0RD94zJ07l9DQUMqXL8+1a9d47733nus4xo8fz59//knRokWNAOq4cePYtm0bM2fOxNbW1gie/u9//yNdunRUqVKFAgUKPHa/8+bNY/DgwcTFxVGiRAmcnZ05evQov/76K2vXrmXmzJkULVrUbJu7d+/y2WefcenSJTw8PDCZTOzYsYPRo0cTFhZGnz59nutYAfr06cOtW7fw8fHhyJEjfPjhh0mWu3nzJp9//jlnzpzBxcWFypUrc/36dbZu3cqWLVsYOnQon3zySbL1hIWF0bJlS65cuULXrl1p1arVc7c9ICCAv//+G29vb3Lnzs2OHTsYMmQId+7cYfny5dy6dYsSJUpw+fJl9uzZQ4sWLfj9998pXLiwsY+neY+aTCa++uorNm3aRJYsWShevDjW1tYcO3aMrVu38vfffzNp0iSqVq1q1s7Lly/TsGFDoqOjKVGiBLdv32bPnj306dOHO3fupMq5EBFJMZOIiIiIiLwxAgMDTYUKFTIVKlTIVKxYMVOrVq1MU6ZMMe3atcsUFRWV7HYdOnQwFSpUyNS7d2+zckuWLDEVKlTI5O/vbzKZTKa4uDhTvXr1TIUKFTINGDDArOy+fftMpUqVMhUqVMi0efNmY3mzZs1MhQoVMvn6+poiIiJMJpPp/7V3r1FRnGccwP/clDU1oUg0Fqkl6iRyEQkRrJcEmojUOzRojVg2B3sSAxoleEGlxgqeaIyYxBxrmtiI4iExRCzWiOBiROJlVVBBGyKKCddiARUUWZa3HzgzYdkFlksulf/vEzsz78z7zszLh2effV6h1+uFEEJcvXpVuLq6Ci8vL3H27FmlTUNDg4iJiRGSJInIyEizxi6Pe8aMGaK6ulrp76JFi5R9b7zxhmhsbBRCCFFbWyv8/f2FJEkiPT1dOc+GDRuEJElizpw54r///a+y/ebNm+IPf/iDkCRJvPXWW8r22NhYIUmS2LFjh0F/dDqdGDdunBg9erSoq6sTQgiRnZ0tJEkSvr6+oqCgQDm2rq5OvPLKK0KSJPH2228r20+dOqX0feXKlaK+vl7ZFx8fLyRJEsHBwR3em/v37wtvb2/h5uYmLly4YLAvJydHuLq6CkmSRHl5ubJdfm5arbbD87flww8/FJIkiRdffFHcuXNH2Z6amiqeeOIJIUmSWLFihdF4Q0NDlW3R0dFCkiTx6aefGpx7z549QpIkERISomxLTk5W7ldGRoayXX7fJEkSI0eONNnX0NBQIUmSOHXqlLJtxYoVyvkSEhKU7dXV1co8+PDDD5XtZWVlQpIk4efnZ3BuU+PKz88XTz75pPDw8BDZ2dkGfX3vvfeU89y/f1/ZJ/clMDDQ4FnJ75Wrq6vBfe4sebxeXl6itLRU6Y8QQnz33XdCkiTx/PPPK8dv27ZNSJIktmzZYnCeY8eOGd2H1u2rqqrElClThCRJYtu2bV3us0x+X5966ilx+fJlZXtCQoJy32bPni1qamqUfZGRkUKSJBEbG6ts6+wcPXTokPL/4t69e8p2vV4v4uLihCRJQq1WG90HSZJEWFiYuHXrlrLv008/FZIkifHjx3f7fhARdQZLTBARERERPUDWr1+PRYsWQaVSoaGhAdnZ2di6dSvmzZsHHx8fLF++HN9++61Bm4qKCmRmZuLRRx/FX/7yF9jY2Cj7AgMDMWHCBDzyyCO4efMmtFot8vPzMWzYMKxevdrg2FGjRmHlypUAgI8++siob4GBgejfvz8AKPWRd+3aBZ1Oh8WLF8PLy0s51sbGBmvWrFEWxqqoqDD7HixdulTJOLawsMDvf/97AEC/fv0QFRUFKysrAMBDDz2EiRMnAgBu3LgBAKivr0dSUhKsra0RHx8Pe3t75bwDBgxAfHw8rKyskJiYqJQXkDMkU1NTDfpx4sQJ3Lx5EwEBAcriZPJ9WbNmDUaMGKEc269fP8TFxcHW1haJiYlGP2Pv27cvVq9erWQ5A8C8efMAAN98802H96SyshITJ05EWFgYRo0aZbBv9OjRSvZ5aWlph+fqjE8++QRA83vZMpt92rRpynPpSGVlJQAYZWfPmTMH0dHRWLBggVEbR0dHPPfcc8rn1vW4O8vX19egTIidnR02bNgA4Psxdtbu3bvR1NSEhQsXYty4cQZ9jYiIgLe3N0pKSnDo0CGjtlFRURg0aJDyedy4cXB2doZOp0NRUVGX+tPSpEmTlHrJ7d07+dm0rq387LPPYt26dVi+fDmampqM2tXW1mLBggW4evUqXn31VYSHh3e7z7LZs2cbZDxPnTpV+fv111/HI488onwOCAgAAIP/iZ2do01NTfjd736HqKgog3rdlpaWCA4OBtD2vIqJicHDDz+sfA4KCoJKpUJlZSWqq6s7P3gioi5igJiIiIiI6AFibW2NiIgInDhxAps3b0ZgYCAcHR0BNP80/cCBA5g2bRqOHj2qtJFrrk6cONGotAHQHDBJSkqCg4MDtFotAMDf318JtLYUEBAAKysrnD9/Hnq93mBfy59wt762j4+P0b4+ffrA29sbTU1NnaqD6+HhYfD5l7/8JQBg6NCheOihhwz2ycEZOdibl5eH+vp6eHh4mFxQzMnJCe7u7rh79y4uXbqkjMvV1RUFBQW4cuWKcmxKSgqA5sA4AOj1emUcpsZrb28PFxcX1NbW4vLlywb7hg8fblQuxMHBARYWFrh37147d6OZo6MjNm/ejCVLlijb9Ho9bty4gYMHDyrBKJ1O1+G5zFVRUYEbN27AyckJjz/+uNH+lgHc9owZMwZAc+A/NjYW2dnZaGhogLW1NdRqtVL3tyVT71p3TJkyxeQ1HB0dcePGjU59gSGT51JbgXI5sCkf11LrID8APProowBg1vvQEfkLg47Iz2bDhg1Ys2YNMjIyUFdXBwD44x//iICAAKMAc0NDAxYuXIi8vDx4enritdde63Z/Wxo9erTBZ3n+AzAqlSF/YSXP/67M0alTp2L79u14+umnlePu3r2LixcvIi0tDYDpeWVnZ4ehQ4cabLOyslK+lOqJ50hEZC7WICYiIiIiegD94he/wPTp0zF9+nQAzQsjHTt2DP/4xz9QXFyMqKgoHD16FPb29m1maJryn//8BwCUoHNrKpVKOeetW7cMMnBbZu7J5IW4ZsyY0e51y8rKOuwb0Jwx3Po68qJ9puoYt17Qr6PxAcCQIUOQm5uLmzdvKtuCgoKQn5+PAwcOYOTIkbh9+zY0Gg2cnJyUIFpNTQ3q6+sBwCBb2pSysjKDQJccyGrdd0tLS6NAfFuEEMjMzERKSgq+/vprlJSUKIEr+T4IEwvHdZUcNG2Z6dpSe/e4JbVajStXruDQoUPYvXs3du/eDZVKhd/+9rcIDAyEv7+/URtT71p3tA7kyR577DGUlJSgoqKizXG2paN3bciQIQBg8J4BzZmprb8sAKB8YWMqY7ezzK35PXXqVFy8eBG7du3Cvn37sG/fPtjY2GDMmDGYNm0aZs6cCWtrw7BDeXk5ysvLYW1tjdzcXJw5cwbe3t7d7rOsrflvZWVlNI9az/+uztHbt28jKSkJWVlZuHbtmvLM2lsw1NSclvsJ9MxzJCIyFwPEREREREQPiG+++QaVlZXw8fExyu4dMmQIQkJCMHPmTLzwwgsoKiqCRqPBCy+8YHaAETAvgCgHNlpnI5sKlsjXnjZtWrvBlLYCdK1ZWlp2q5yAOeOT+9xyfNOnT8fGjRtx8OBBLF++HGlpabh//z5mzZqljEtup1KpjBasak3OBpW1d2/ModfrER4ejszMTNjY2MDNzQ0+Pj6QJAleXl548803cerUqW5do7WO+mwqA92UPn36ID4+HgsXLsSRI0eQnZ2NS5cuQaPRQKPRICAgAO+8845Bm668A+3Ng7bOJ78v5o7FVNuO+mPOPOppnblGdHQ0QkJCcOTIEWRlZeH8+fP46quv8NVXXyE5ORkff/yx0RjmzJmD0aNHIzo6GjExMUhNTTX564WuaB2Q7oyuzNGCggKEhoaiqqoKDg4OcHd3x7Bhw+Di4oKhQ4e2uUjfj/EciYjMxQAxEREREdEDIiIiAkVFRdi/fz9cXFxMHtO/f3/4+/vjgw8+wK1btwA0lyoAvs/mbU2r1aKsrAw+Pj4YOHAggOaMZFNqa2tRVVUFW1tbk1mOrQ0cOBAlJSVYtmyZWRnMP7SOxgcA3333HYDv7xvQnLX43HPP4YsvvkBOTg7S0tJgYWGBWbNmKcfY2dnBxsYGjY2N2LhxY5eCil31z3/+E5mZmXBzc8OOHTsM+g4Ad+7c6fFryhm1bdVflTPXzSVJEiRJQkREBGpra3HkyBH89a9/xeHDh5Gbm2tUWsAUCwsL6PV6CCGMAnTt3QM527c1eWymypF0ZODAgSguLkZxcbHJL0Dkd3DAgAGdPvePzcnJCWFhYQgLC8P9+/dx/PhxrF27FufOnUN6erpBHeDBgwdj3bp1sLCwwOeffw6tVov3338fS5cu/QlH0Kwrc3T9+vWoqqpCeHg4Fi1aZPBeff311z9kd4mIegxrEBMRERERPSA8PT0BAImJie0ed/36dQDNdW1btjt58iQaGxuNjn/33XexbNkyVFRUKOUS0tPTTWZcpqWlQQhh9k/G5bqdX375pcn9YWFhmDNnDi5evGjW+brLzc0NKpUKFy9eNBnY/Pbbb3H58mX079/fqM6tnCl44MABnDp1CmPGjFHKBADNmaAeHh7Q6XQ4efKk0bkbGhoQFBSEF198sd0AdVdcuHABABAcHGwUHK6srERBQQGAnv1Z+8CBAzF8+HCUlpYa1VQG2n7mLQkhoFarMWHCBKVOLNBcQiUoKAjPPPMMAPMX15MXC2xdtqG2thZXr15ts52pvubn56O8vBwjR45USql0JitUnkuHDx82uf+LL74AgB4tv9DTli1bhrFjxxqUgOnbty8mTZqEmTNnAjB+NjY2Nsp9Wrt2LWxsbPDRRx/9LIKpXZmj8v+mV155xej5Z2dnA2C5CCL6+WOAmIiIiIjoAbFgwQL07dsXn332GeLi4owyInU6HT744ANkZGRgxIgRmDhxIgDA2dkZ48ePR1lZGTZu3GgQ+E1JScGZM2fg7OwMd3d3eHt7w8XFBYWFhYiLizNYfCkvLw+bNm0CAMybN8+sPs+fPx+WlpbYsmWLwUJ0Qghs27YNJ06cQHFxcY8vOtYWlUqF2bNno7GxEZGRkcribQBQVVWFyMhINDU1Yfbs2UY/iR8/fjwee+wx7Nu3DzqdDkFBQUbnDw0NBdAcGJODsgDQ2NiI9evXIz8/H3fv3jUILPcEOcP12LFjBs+3oqICixcvVp5jQ0NDj15XHu+qVatQVVWlbP/yyy+RnJzcYXsLCws8/PDDqKysxNatWw0CbeXl5Th37hwsLS3h5uZmVn8kSQIA7N69W9nW0NCAtWvXtrtA3+eff24QJK6qqsLq1asNxgh8Xw6irq6uwxISISEhsLKywvbt2w2CkfK7r9Vq4ejoCD8/P7PG9lNwcHBAdXU13nrrLYN3586dOzh+/DgAwN3dvc32I0aMgFqthk6nQ0xMzM8ikNrZOSr/8qHlwp9A81x77733AMDgyw0iop8jlpggIiIiInpADB8+HO+++y6ioqKQkJCApKQkeHh4wMHBAbW1tbh06RJqamrg5OSE7du3G9RVjY2Nxbx585CQkACNRgNXV1eUlJQgLy8PKpUKW7duVbLjtmzZgtDQUCQmJkKj0WDUqFGorq7GuXPnoNfr8eqrr8LX19esPru7u2PFihV48803ERISAhcXFzg6OqKgoABFRUWwtbXFO++802P1Sc0RGRmJy5cvQ6vV4vnnn1cyPc+cOYO6ujpMmDABS5YsMWpnaWmJWbNm4W9/+xv69euHyZMnGx3j7++P0NBQ7Nq1C0FBQXBzc4ODgwPy8vJQVlYGe3t7bNmypcfHNGvWLOzcuROZmZmYPHkyXFxcUFNTg/Pnz6OpqQnOzs64fv16p8s+dCQ4OBjZ2dk4fPgw/P39MXbsWNTU1ODs2bPw8PBAbm5uh+dYtmwZTp8+jZ07dyI9PR1PPvkk7t27h3PnzuHevXv485//jF//+tdm9eell15CTk4OduzYgRMnTsDR0RE5OTmor6+Hn58fMjMzTbZzcHDAyy+/jKeffhp2dnY4ffo0bt++jRkzZiAwMFA5zs7ODnZ2dqipqcHcuXPh7u6uBJJbc3NzQ3R0NOLi4qBWq+Hp6YlBgwbh3//+N4qKimBvb4+tW7dCpVKZNbafwssvv4yMjAz861//glarhZubG/R6PXJzc3Hr1i1MmTIFY8eObfcc4eHhOHToEC5cuIA9e/bgT3/604/Ue9M6O0fVajXeeOMNLF26FHv27MGAAQNQWFiIq1evYvDgwbCwsMDt27fR0NDwo/4fIyLqDGYQExERERE9QHx9fZGWloaIiAi4urri2rVryMjIwKVLl+Ds7IwVK1bg4MGDcHJyMmj3q1/9CsnJyVCr1QAAjUaD4uJiBAQEYN++fQYZvM7Ozti/fz9eeukl2NjYQKPRoLCwEM888ww+/vhjvPbaa53qs1qtRkJCAvz8/FBaWopjx46hqakJgYGBSElJUcpQ/FhsbW2xc+dOREdHY+jQoTh58iTOnj0LSZIQGxuLv//9720Gep566ikAQEBAgFLOoLVVq1bh/fffx5gxY1BYWIjjx4/D1tYW8+fPR0pKCh5//PEeH9OgQYOwd+9eTJo0CfX19Th69CiuXbsGX19f7N27F6+//joAtBkg7SoLCwvEx8cjJiYGgwcPxvHjx1FaWorFixcr1+yIk5MTkpKSMHPmTOh0OmRmZuLChQtwd3dHfHw8oqKizO7P5MmTsX37dnh6eqKwsBCnT5+Gp6cnPvvsM6XkiilLlizBkiVLUFJSgqysLDg5OSE2NlbJmG853k2bNsHZ2Rl5eXkd3s/58+djz5498PPzw/Xr16HRaJSyGikpKRg1apTZY/sp2NnZITExEXPnzkWfPn2QlZUFrVaL3/zmN1i3bh3efvvtDs+hUqmUIHp8fLzZ5UJ+SJ2Zo3PnzsWmTZvg4uKCK1euKP+/FixYgJSUFPj4+KCxsVHJqCYi+jmyEOYs00tEREREREQdWrVqFZKTk7F37154eXn91N2hblq5ciX279+PTZs2KTV1iYiIHjTMICYiIiIiIuqG+vp6AEBWVhZSU1PxxBNPMDhMRERE/zdYg5iIiIiIiKgbVq9ejfT0dGUhKnNLJ/w/+eSTT6DVajvVZuHChRg2bNgP1CNqz//z89qwYYPBgobm2Lx58w/UGyKi3oEBYiIiIiIiom5wcXFBeno6HB0dER4ejmefffan7lKPy8nJQWpqaqfaBAcH/ywCjr3R//PzysjIQElJSafaMEBMRNQ9rEFMRERERERERERE1EuxBjERERERERERERFRL8UAMREREREREREREVEvxQAxERERERERERERUS/FADERERERERERERFRL8UAMREREREREREREVEvxQAxERERERERERERUS/FADERERERERERERFRL8UAMREREREREREREVEvxQAxERERERERERERUS/FADERERERERERERFRL8UAMREREREREREREVEv9T/y9/U3XSGROQAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Top 20 par ai_disruption_risk_mean\n", "top20_disruption = (df.groupby(['ticker', 'company_name', 'sector'])['ai_disruption_risk_mean']\n", " .mean().reset_index()\n", " .sort_values('ai_disruption_risk_mean', ascending=False)\n", " .head(20))\n", "\n", "# Couleurs par secteur\n", "sectors_disr = sorted(top20_disruption['sector'].dropna().unique())\n", "palette_disr = dict(zip(sectors_disr, sns.color_palette(\"Paired\", len(sectors_disr))))\n", "colors_disr = top20_disruption['sector'].map(palette_disr).fillna('gray')\n", "\n", "fig, ax = plt.subplots(figsize=(12, 8))\n", "ax.barh(range(len(top20_disruption)), top20_disruption['ai_disruption_risk_mean'].values,\n", " color=colors_disr.values, edgecolor='white', linewidth=0.5)\n", "ax.set_yticks(range(len(top20_disruption)))\n", "ax.set_yticklabels(\n", " [f\"{row['company_name']} ({row['ticker']}) - {row['sector']}\" for _, row in top20_disruption.iterrows()],\n", " fontsize=9\n", ")\n", "ax.invert_yaxis()\n", "ax.set_xlabel('Score moyen ai_disruption_risk_mean')\n", "ax.set_title(\"Top 20 des entreprises les plus perturbees par l'IA\", fontsize=14, fontweight='bold')\n", "\n", "from matplotlib.patches import Patch\n", "legend_disr = [Patch(facecolor=palette_disr[s], label=s) for s in sectors_disr]\n", "ax.legend(handles=legend_disr, title='Secteur', loc='lower right', fontsize=8, title_fontsize=9)\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "a5979292", "metadata": {}, "source": [ "## Fermeture de la connexion" ] }, { "cell_type": "code", "execution_count": 11, "id": "46eedc26", "metadata": { "execution": { "iopub.execute_input": "2026-05-27T23:07:52.365413Z", "iopub.status.busy": "2026-05-27T23:07:52.365328Z", "iopub.status.idle": "2026-05-27T23:07:52.367690Z", "shell.execute_reply": "2026-05-27T23:07:52.367332Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Connexion DuckDB fermee.\n" ] } ], "source": [ "con.close()\n", "print(\"Connexion DuckDB fermee.\")" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.14.4" } }, "nbformat": 4, "nbformat_minor": 5 }