{ "cells": [ { "cell_type": "code", "execution_count": 19, "id": "365c5433-28d1-4633-9afc-6f401caaa828", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Constante de temps tau (ajustée) : 79100.10 s\n" ] } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from scipy.optimize import curve_fit\n", "\n", "# 1. Lecture du fichier\n", "data = np.loadtxt('DATA_SANS_PELTIER.txt')\n", "Tinterne = data[:, 0]\n", "Text = data[:, 1]\n", "Tair = data[:, 2]\n", "temps = np.arange(len(data)) # car chaque mesure est prise chaque seconde\n", "\n", "# Tracer les températures expérimentales\n", "plt.plot(temps, Tinterne, label=\"T_mélange (expérimentale)\", color=\"blue\")\n", "plt.plot(temps, Text, label=\"T_extérieure\", color=\"green\")\n", "plt.plot(temps, Tair, label=\"T_air (glacière)\", color=\"orange\")\n", "\n", "plt.xlabel(\"Temps (s)\")\n", "plt.ylabel(\"Température (°C)\")\n", "plt.title(\"Températures mesurées dans l'expérience\")\n", "plt.legend()\n", "plt.grid(True)\n", "\n", "# 👉 Enregistrer AVANT d’afficher\n", "plt.savefig(\"sans_peltier_intervalle_complet.png\", dpi=300, bbox_inches=\"tight\")\n", "plt.show()\n", "\n", "\n", "\n", "# 3. Calcul de la température extérieure moyenne\n", "Text_moyenne = np.mean(Text)\n", "\n", "# 4. Définir le modèle théorique\n", "def modele_exponentiel(t, tau):\n", " T0 = Tinterne[0]\n", " return Text_moyenne + (T0 - Text_moyenne) * np.exp(-t / tau)\n", "\n", "# 5. Ajustement de tau sur les données de Tinterne\n", "popt, _ = curve_fit(modele_exponentiel, temps, Tinterne, p0=[100])\n", "tau_fit = popt[0]\n", "\n", "# 6. Tracer la courbe théorique\n", "Ttheorique = modele_exponentiel(temps, tau_fit)\n", "\n", "plt.plot(temps, Tinterne, 'b.', label=\"T_mélange (expérimentale)\")\n", "\n", "plt.plot(temps, Ttheorique, 'k--', label=f\"T_mélange (théorique), tau={tau_fit:.2f}s\")\n", "plt.xlabel(\"Temps (s)\")\n", "plt.ylabel(\"Température (°C)\")\n", "plt.title(\"Comparaison modèle théorique / T_mélange\")\n", "plt.legend()\n", "plt.grid(True)\n", "plt.show()\n", "\n", "print(f\"Constante de temps tau (ajustée) : {tau_fit:.2f} s\")\n" ] }, { "cell_type": "code", "execution_count": null, "id": "f22bb144-f7e6-4cf1-8c80-2f202eb1def1", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 9, "id": "5ff98341-8368-4d53-a5a7-0a5b4b406ba2", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\WeeeFund\\AppData\\Local\\Temp\\ipykernel_13724\\70599568.py:40: OptimizeWarning: Covariance of the parameters could not be estimated\n", " popt, _ = curve_fit(modele_exponentiel, temps, Tinterne, p0=[100])\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "✅ Constante de temps ajustée : tau = 100.00 s\n" ] }, { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from scipy.optimize import curve_fit\n", "\n", "# 1. Lecture du fichier\n", "data = np.loadtxt('DATA_SANS_PELTIER.txt')\n", "Tinterne = data[:, 0]\n", "Text = data[:, 1]\n", "Tair = data[:, 2]\n", "temps = np.arange(len(data)) # chaque seconde\n", "\n", "# 2. Garder uniquement les points entre 50000 et 200000 secondes\n", "mask = (temps >= 50000) & (temps <= 200000)\n", "temps = temps[mask]\n", "Tinterne = Tinterne[mask]\n", "Text = Text[mask]\n", "Tair = Tair[mask] \n", "\n", "# 3. Tracer les températures expérimentales\n", "plt.figure()\n", "plt.plot(temps, Tinterne, label=\"T_mélange (expérimentale)\", color=\"blue\")\n", "plt.plot(temps, Text, label=\"T_extérieure\", color=\"green\")\n", "plt.plot(temps, Tair, label=\"T_air (glacière)\", color=\"orange\")\n", "plt.xlabel(\"Temps (s)\")\n", "plt.ylabel(\"Température (°C)\")\n", "plt.title(\"Températures mesurées dans l'intervalle\")\n", "plt.legend()\n", "plt.grid(True)\n", "plt.savefig(\"01_temperatures_experimentales.png\", dpi=300)\n", "\n", "# 4. Calcul de Text moyenne\n", "Text_moyenne = np.mean(Text)\n", "\n", "# 5. Définir modèle exponentiel\n", "def modele_exponentiel(t, tau):\n", " T0 = 6\n", " return Text_moyenne + (T0 - Text_moyenne) * np.exp(-t / tau)\n", "\n", "# 6. Ajustement\n", "popt, _ = curve_fit(modele_exponentiel, temps, Tinterne, p0=[100])\n", "tau_fit = popt[0]\n", "\n", "# 7. Tracer modèle théorique\n", "Ttheorique = modele_exponentiel(temps, tau_fit)\n", "\n", "plt.figure()\n", "plt.plot(temps, Tinterne, 'b.', label=\"T_mélange (expérimental)\")\n", "plt.xlabel(\"Temps (s)\")\n", "plt.ylabel(\"Température (°C)\")\n", "plt.title(\"Modèle exponentiel vs données\")\n", "plt.legend()\n", "plt.grid(True)\n", "plt.savefig(\"02_modele_theorique.png\", dpi=300)\n", "\n", "print(f\"✅ Constante de temps ajustée : tau = {tau_fit:.2f} s\")\n" ] }, { "cell_type": "code", "execution_count": 11, "id": "5bb05c77-ddc3-4ec2-8767-d485f9479a58", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\WeeeFund\\AppData\\Local\\Temp\\ipykernel_13724\\2854085581.py:24: OptimizeWarning: Covariance of the parameters could not be estimated\n", " popt_delta, _ = curve_fit(modele_deltaT, temps, deltaT, p0=[deltaT[0], 100])\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "✅ Ajustement ΔT :\n", " delta0 = 16.25 °C\n", " tau = 100.00 s\n" ] }, { "data": { "image/png": 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", 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mask = (temps >= 50000) & (temps <= 200000)\n", "# 2. Garder uniquement les points entre 50000 et 200000 secondes\n", "mask = (temps >= 50000) & (temps <= 200000)\n", "temps = temps[mask]\n", "Tinterne = Tinterne[mask]\n", "Text = Text[mask]\n", "Tair = Tair[mask]\n", "# 8. Calcul de ΔT\n", "deltaT = Text - Tinterne\n", "\n", "plt.figure()\n", "plt.plot(temps, deltaT, label=\"ΔT (expérimental)\", color=\"purple\")\n", "plt.xlabel(\"Temps (s)\")\n", "plt.ylabel(\"ΔT = Text - Tinterne (°C)\")\n", "plt.title(\"Évolution de ΔT dans le temps\")\n", "plt.legend()\n", "plt.grid(True)\n", "plt.savefig(\"03_deltaT_experimentale.png\", dpi=300)\n", "\n", "# 9. Ajustement exponentiel sur ΔT\n", "def modele_deltaT(t, delta0, tau):\n", " return delta0 * np.exp(-t / tau)\n", "\n", "popt_delta, _ = curve_fit(modele_deltaT, temps, deltaT, p0=[deltaT[0], 100])\n", "delta0_fit, tau_delta_fit = popt_delta\n", "deltaT_fit = modele_deltaT(temps, delta0_fit, tau_delta_fit)\n", "\n", "plt.figure()\n", "plt.plot(temps, deltaT, 'b.', label=\"ΔT (expérimental)\")\n", "plt.plot(temps, deltaT_fit, 'r--', label=f\"ΔT ajusté (tau = {tau_delta_fit:.2f}s)\")\n", "plt.xlabel(\"Temps (s)\")\n", "plt.ylabel(\"ΔT (°C)\")\n", "plt.title(\"Ajustement exponentiel de ΔT\")\n", "plt.legend()\n", "plt.grid(True)\n", "plt.savefig(\"04_deltaT_ajustement.png\", dpi=300)\n", "\n", "# 10. ln(ΔT)\n", "ln_deltaT = np.log(deltaT)\n", "\n", "plt.figure()\n", "plt.plot(temps, ln_deltaT, label=\"ln(ΔT)\", color=\"orange\")\n", "plt.xlabel(\"Temps (s)\")\n", "plt.ylabel(\"ln(ΔT)\")\n", "plt.title(\"ln(ΔT) en fonction du temps\")\n", "plt.grid(True)\n", "plt.legend()\n", "plt.savefig(\"05_ln_deltaT.png\", dpi=300)\n", "\n", "# Affichage des résultats d'ajustement\n", "print(f\"✅ Ajustement ΔT :\")\n", "print(f\" delta0 = {delta0_fit:.2f} °C\")\n", "print(f\" tau = {tau_delta_fit:.2f} s\")\n" ] }, { "cell_type": "code", "execution_count": 15, "id": "2e6e291c-c6b9-4453-9f15-5a6a688774dc", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "❌ Problème pendant l'ajustement de ΔT : modele_deltaT() missing 1 required positional argument: 'tau'\n" ] } ], "source": [ "# Filtrer uniquement les points où deltaT > 0 (sinon ln et fit explosent)\n", "mask_pos = deltaT > 0\n", "temps_pos = temps[mask_pos]\n", "deltaT_pos = deltaT[mask_pos]\n", "\n", "# Ajustement exponentiel uniquement sur points valides\n", "def modele_deltaT(t, delta0, tau):\n", " return delta0 * np.exp(-t / tau)\n", "\n", "try:\n", " popt_delta, _ = curve_fit(modele_deltaT, temps_pos, deltaT_pos, p0=[deltaT_pos[0]])\n", " delta0_fit, tau_delta_fit = popt_delta\n", " deltaT_fit = modele_deltaT(temps, delta0_fit, tau_delta_fit)\n", "\n", " plt.figure()\n", " plt.plot(temps, deltaT, 'b.', label=\"ΔT (expérimental)\")\n", " plt.plot(temps, deltaT_fit, 'r--', label=f\"ΔT ajusté (tau = {tau_delta_fit:.2f}s)\")\n", " plt.xlabel(\"Temps (s)\")\n", " plt.ylabel(\"ΔT (°C)\")\n", " plt.title(\"Ajustement exponentiel de ΔT\")\n", " plt.legend()\n", " plt.grid(True)\n", " plt.savefig(\"04_deltaT_ajustement.png\", dpi=300)\n", "\n", " print(f\"✅ Ajustement OK : delta0 = {delta0_fit:.2f}, tau = {tau_delta_fit:.2f}\")\n", "\n", "except Exception as e:\n", " print(\"❌ Problème pendant l'ajustement de ΔT :\", str(e))\n" ] }, { "cell_type": "code", "execution_count": 19, "id": "0d1507ff-1ec4-48a0-97a2-0a2a81dcfc6c", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Équation ajustée : ΔT(t) = 66.19 * exp(-0.000027 * t) + 0.16\n", "Valeur estimée de tau : 36438.25 secondes\n" ] } ], "source": [ "import numpy as np\n", "\n", "import matplotlib.pyplot as plt\n", "\n", "from scipy.optimize import curve_fit\n", "\n", "\n", "\n", "# Charger les données expérimentales depuis le fichier\n", "\n", "data = np.loadtxt(\"DATA_SANS_PELTIER.txt\")\n", "\n", "\n", "\n", "# Extraire les colonnes\n", "\n", "Tinterne = data[:, 0]\n", "Text = data[:, 1]\n", "Tair = data[:, 2]\n", "temps = np.arange(len(data)) # chaque seconde\n", "\n", "\n", "\n", "# Calcul de Delta T\n", "# 2. Garder uniquement les points entre 50000 et 200000 secondes\n", "mask = (temps >= 50000) & (temps <= 120000)\n", "temps = temps[mask]\n", "Tinterne = Tinterne[mask]\n", "Text = Text[mask]\n", "Tair = Tair[mask]\n", "# 8. Calcul de ΔT\n", "\n", "\n", "Text_moyenne = np.mean(Text) # Moyenne\n", "\n", "delta_T = Text - Tinterne # Différence de température\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "# Définition du modèle exponentiel\n", "\n", "def modele_expo(t, A, B, C):\n", "\n", " return A * np.exp(-B * t) + C\n", "\n", "\n", "\n", "# Ajustement des données avec curve_fit\n", "\n", "params_opt, params_cov = curve_fit(modele_expo, temps, delta_T, p0=[max(delta_T), 1e-5, min(delta_T)])\n", "\n", "A_opt, B_opt, C_opt = params_opt\n", "\n", "\n", "\n", "# Calcul de tau\n", "\n", "tau = 1 / B_opt\n", "\n", "\n", "\n", "# Tracer la courbe expérimentale\n", "\n", "plt.figure(figsize=(12, 6), dpi=300)\n", "\n", "plt.scatter(temps, delta_T, label=\"Données expérimentales\", color='red', s=5)\n", "\n", "plt.plot(temps, modele_expo(temps, *params_opt), label=f\"Fit : {A_opt:.2f} * exp(-{B_opt:.6f} * t) + {C_opt:.2f}\\nTau = {tau:.2f} s\", color='blue')\n", "\n", "\n", "\n", "# Ajuster les axes\n", "\n", "plt.xlim(min(temps), max(temps))\n", "\n", "plt.ylim(min(delta_T) - 2, max(delta_T) + 2)\n", "\n", "\n", "\n", "# Ajouter des légendes et titres\n", "\n", "plt.xlabel(\"Temps (secondes)\")\n", "\n", "plt.ylabel(\"Delta T (°C)\")\n", "\n", "plt.title(\"Variation de Delta T en fonction du temps avec ajustement exponentiel\")\n", "\n", "plt.legend()\n", "\n", "plt.grid(True)\n", "\n", "\n", "\n", "# Enregistrer l'image\n", "\n", "plt.savefig(\"Delta_T_vs_temps_fit.png\", format=\"png\", dpi=300, bbox_inches=\"tight\")\n", "\n", "plt.show()\n", "\n", "\n", "\n", "# Affichage de l'équation ajustée\n", "\n", "print(f\"Équation ajustée : ΔT(t) = {A_opt:.2f} * exp(-{B_opt:.6f} * t) + {C_opt:.2f}\")\n", "\n", "print(f\"Valeur estimée de tau : {tau:.2f} secondes\")" ] }, { "cell_type": "code", "execution_count": 21, "id": "d5d6428e-9add-4cfd-8997-3be0d1b5b1dc", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "✅ Équation ajustée : ln(ΔT) = -2.6666e-05 * t + 4.16\n", "➡️ Coefficient de corrélation R² = 0.9996\n" ] } ], "source": [ "from scipy.stats import linregress\n", "\n", "# Filtrer les valeurs où delta_T > 0\n", "mask_positive = delta_T > 0\n", "temps_ln = temps[mask_positive]\n", "delta_T_ln = delta_T[mask_positive]\n", "ln_delta_T = np.log(delta_T_ln)\n", "\n", "# Régression linéaire : ln(ΔT) = a * t + b\n", "slope, intercept, r_value, p_value, std_err = linregress(temps_ln, ln_delta_T)\n", "\n", "# Équation droite : ln(ΔT) = slope * t + intercept\n", "ln_fit = slope * temps_ln + intercept\n", "\n", "# Tracer ln(ΔT)\n", "plt.figure(figsize=(12, 6), dpi=300)\n", "plt.scatter(temps_ln, ln_delta_T, label=\"ln(ΔT)\", color=\"purple\", s=5)\n", "plt.plot(temps_ln, ln_fit, label=f\"Régression : ln(ΔT) = {slope:.4e}·t + {intercept:.2f}\", color=\"black\")\n", "\n", "# Ajustements esthétiques\n", "plt.xlabel(\"Temps (secondes)\")\n", "plt.ylabel(\"ln(ΔT)\")\n", "plt.title(\"Vérification du modèle exponentiel : ln(ΔT) en fonction du temps\")\n", "plt.legend()\n", "plt.grid(True)\n", "\n", "# Sauvegarde de l'image\n", "plt.savefig(\"ln_DeltaT_vs_temps.png\", format=\"png\", dpi=300, bbox_inches=\"tight\")\n", "plt.show()\n", "\n", "# Affichage des résultats\n", "print(f\"✅ Équation ajustée : ln(ΔT) = {slope:.4e} * t + {intercept:.2f}\")\n", "print(f\"➡️ Coefficient de corrélation R² = {r_value**2:.4f}\")\n" ] }, { "cell_type": "code", "execution_count": 25, "id": "e6d2c696-de07-4dda-8b4a-33f0fa914a7e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "✅ Constante de temps ajustée : tau = 272791.05 s\n" ] }, { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from scipy.optimize import curve_fit\n", "\n", "# 1. Lecture du fichier\n", "data = np.loadtxt('DATAPELTIER.txt')\n", "Tinterne = data[:, 0]\n", "Text = data[:, 1]\n", "Tair = data[:, 2]\n", "temps = np.arange(len(data)) # chaque seconde\n", "\n", "# 2. Garder uniquement les points entre 50000 et 200000 secondes\n", " \n", "\n", "# 3. Tracer les températures expérimentales\n", "plt.figure()\n", "plt.plot(temps, Tinterne, label=\"T_mélange (expérimentale)\", color=\"blue\")\n", "plt.plot(temps, Text, label=\"T_extérieure\", color=\"green\")\n", "plt.plot(temps, Tair, label=\"T_air (glacière)\", color=\"orange\")\n", "plt.xlabel(\"Temps (s)\")\n", "plt.ylabel(\"Température (°C)\")\n", "plt.title(\"Températures mesurées dans l'intervalle\")\n", "plt.legend()\n", "plt.grid(True)\n", "plt.savefig(\"01_temperatures_experimentales_peltier.png\", dpi=300)\n", "\n", "# 4. Calcul de Text moyenne\n", "Text_moyenne = np.mean(Text)\n", "\n", "# 5. Définir modèle exponentiel\n", "def modele_exponentiel(t, tau):\n", " T0 = 6\n", " return Text_moyenne + (T0 - Text_moyenne) * np.exp(-t / tau)\n", "\n", "# 6. Ajustement\n", "popt, _ = curve_fit(modele_exponentiel, temps, Tinterne, p0=[100])\n", "tau_fit = popt[0]\n", "\n", "# 7. Tracer modèle théorique\n", "Ttheorique = modele_exponentiel(temps, tau_fit)\n", "\n", "plt.figure()\n", "plt.plot(temps, Tinterne, 'b.', label=\"T_mélange (expérimental)\")\n", "plt.xlabel(\"Temps (s)\")\n", "plt.ylabel(\"Température (°C)\")\n", "plt.title(\"Modèle exponentiel vs données\")\n", "plt.legend()\n", "plt.grid(True)\n", "plt.savefig(\"02_modele_theorique_peltier.png\", dpi=300)\n", "\n", "print(f\"✅ Constante de temps ajustée : tau = {tau_fit:.2f} s\")\n" ] }, { "cell_type": "code", "execution_count": 27, "id": "1e37b7fd-2f37-43e8-9135-a5506b1dedc4", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\WeeeFund\\AppData\\Local\\Temp\\ipykernel_13724\\4242216853.py:41: OptimizeWarning: Covariance of the parameters could not be estimated\n", " popt, _ = curve_fit(modele_exponentiel, temps, Tinterne, p0=[100])\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "✅ Constante de temps ajustée : tau = 100.00 s\n" ] }, { "data": { "image/png": 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APHv2DE+fPlX88s/IyMDevXsNHk+HDh0wc+ZMuLm5qfyRzI21tTWCgoJQokQJ7N27FxcuXMg1mWnRogXmzp2b6/mak0QiUTnXdu/ejcePH6NcuXIaxZabwjwfNPH2VaRsup5L6gQHB6NkyZJYuXIlSpcuDRsbG3z88cdKdQzZ502aNEGJEiVw7do1DB8+XOe4SXdMZkgvvXr1wtq1axESEoIRI0bgvffeg6WlJR49eoRDhw6hU6dO+Oijjwx2PCsrK/z4449ISkpC/fr1FU8ztWvXDu+//z4A+S+WwYMHo3///jh37hyaNWsGe3t7xMTE4Pjx46hevTo+//zzPI/TuHFjuLi4YOjQoZg6dSosLS2xdu1aXLp0SaVu9erVAQBz5sxBu3btYG5urvhl/Mknn2DFihUoW7YsatasiTNnzqj9Y5YbTd/Lrl27sHjxYnTu3BllypSBEAJbt27F69ev0bp1ay16WHsLFy7E+++/j6ZNm+Lzzz9HQEAAEhMTcefOHezcuVPx1E/Hjh1RrVo11KtXDx4eHnjw4AEWLFgAf39/lC9fHgDQs2dPTJkyBb169cLYsWORlpaGn3/+WXG7wJDxjBw5Elu2bEGzZs0watQo1KhRAzKZDA8fPsS+ffswZswYNGjQAFOmTMGjR4/QqlUrlCpVCq9fv8bChQuVxlCpExwcjGbNmmHcuHFITk5GvXr1cOLECfzxxx8qdTt06IBVq1ahUqVKqFGjBiIiIvDDDz+gVKlS2nwUCsY8H/Lj6OgIf39/bN++Ha1atYKrqyvc3d0REBCg8WeXH3Nzc3z66aeYP38+nJyc0KVLFzg7OyvVMWSfOzg44JdffkG/fv3w6tUrdOvWDZ6ennj+/DkuXbqE58+fq1wZIgMz3thjMkVvP80khBBSqVTMmzdP1KxZU9jY2AgHBwdRqVIlMWTIEHH79m1FPX9/f9G+fXuVNgGIYcOGKZVlP0Hwww8/qBz78uXLonnz5sLW1la4urqKzz//XCQlJam0u2LFCtGgQQNhb28vbG1tRdmyZcWnn36q9NROUFCQqFq1qtr3evLkSdGoUSNhZ2cnPDw8xGeffSbOnz+v8mRDenq6+Oyzz4SHh4eQSCRKTznEx8eLzz77THh5eQl7e3vRsWNHcf/+/VyfZnr+/LnaWPJ7Lzdu3BAff/yxKFu2rLC1tRXOzs7ivffeE6tWrVLbXk659YG2n9eAAQNEyZIlhaWlpfDw8BCNGzcW06dPV9T58ccfRePGjYW7u7uwsrISpUuXFgMHDhT3799Xais8PFzUqlVL2NraijJlyohFixbl+jTT23FoE48QQiQlJYlJkyaJihUrCisrK+Hs7CyqV68uRo0aJWJjY4UQQuzatUu0a9dOlCxZUlhZWQlPT08REhIijh07lkevyr1+/VoMGDBAlChRQtjZ2YnWrVuLGzduqHz+cXFxYuDAgcLT01PY2dmJ999/Xxw7dkwEBQWJoKAgRb3sp3g2b96s8n5znpf6nA/6PM309u8GIdQ/iXbgwAFRu3ZtYW1tLQCIfv36Kb2X/D673Pohp1u3bgkAAoDYv3+/ynZN+1yTp5myHTlyRLRv3164uroKS0tLUbJkSdG+ffs84yTDkAghROGmT0S6CQ0NxV9//YWkpCRjh0JEREUIn2YiIiIik8ZkhoiIiEwabzMRERGRSeOVGSIiIjJpTGaIiIjIpDGZISIiIpNWLCbNk8lkePLkCRwdHXOd/pqIiIiKFiEEEhMT4evrCzOz3K+/FItk5smTJ/Dz8zN2GERERKSD6OjoPGdnLhbJTPZih9HR0XBycjJyNEWHVCrFvn37EBwcDEtLS2OHY5LYh/ph/+mPfagf9p/+CrIPExIS4Ofnl++ixcUimcm+teTk5MRkJgepVAo7Ozs4OTnxh1hH7EP9sP/0xz7UD/tPf4XRh/kNEeEAYCIiIjJpTGaIiIjIpDGZISIiIpPGZIaIiIhMGpMZIiIiMmlMZoiIiMikMZkhIiIik8ZkhoiIiEwakxkiIiIyaUxmiIiIyKQxmSEiIiKTxmSGiIiITBqTGSKiIuRZ8jMIIVTKU6WpePD6AZIzko0QFVHRxmSGiEgLQghEPo1Um3Do64vdX8BrnhfMvjPDiYcnFMd4kvgEdjPtELAwAA6zHDDv5LwCOT6RqWIyQ0Skhbr/q4sav9WA2XdmeJb8TKc2nic/R5YsCzIhQ0J6Ap4kPoEQAkvOLVHUeX/l++i4viMAYNTeUUr7j90/FgN3DNT9TRC9YyyMHQARUVEXnxaP1MxUfH/ke1yIvaAo95rnhdretXF+yHmN27KdYYu0zDSN6u6+vRsDtg/ApqubVLatvLgS89vMh725vco2IQRuvbyFCm4VIJFIlLYlpCfA0swStpa2GsdMVNTxygwRvfNuvbyFk9En8Sr1ldb7pmWmocScEvD50QeLzy1W2X4h9gKeJD5BQnoCVlxYAZmQKbZl35LKyMpAQnoCJNMkGicy2VZeXKn4vk3ZNkrbXOa4YP+9/UrH23VrF8y+M0OlXyvBerq10tWjB68fwHm2M+xm2uHmi5taxUFUlPHKDBG9Mw5FHYKbnRtqeNUAIB8067/AH89TnivqiKnajTUps7BMvnVKzi+p+H7gjoE41O8Qmvk3Q4vVLXD0wVFYmllCKpNqdLwKbhVwYcgF2M9UveKyvut6SCQSuMxxUZS139AeABCSFIJLTy/hceJjxTapTAqveV4YWHsg7C3t8fOZnxXbKv1aCT+1+QkjG47UKC6ioozJDBG9E849OYeWa1oCAKJHRaOkY0nYzbRTqXf75W2UdyuvUZv/Rv2LmKQYlfKEbxPgaO0IyTSJmr2AFqtboGVgSxx9cBQA1CYyrrauKleKNnTdgJ7VegIAYsfEwvtHb8W2EQ1GwMVWnsQ4WzsjPj1ead/wO+G5vo/lF5arLR+1dxSeJT/D9JbTYSbhhXoyXTx7icgkyIQMV55dUbqNA8hvrZx7cg71f6+vKPP7yQ9m36n/9VZhUQV8f+R7bL+xPd9j/nDyB7XljtaO+e77b9S/asv71ugL6WQpXo57CTFVKH1lJzIA4OXghSF1hwAAGpZqiAVtFyi2vf72Na59cS3fGDQx6/gsmH9njmG7h+Hs47MGaZMKh0zIcP35dT7ZBiYzRFQEpWem48TDE8iUZQIA4lLj4POjD6ovqY62f7bFB2s+QKPljbD8/HKYfWemlMhoYsrhKei8sTO+2P0F/o36F5/v+hy/R/yONZfW4Nczv+LM4zMA5AN/33ag7wHF9xGDI5S2WZpZ5nnc3tV7Y81Ha2BhptlF8d86/AYxVeDUwFMq2yp7VMb+vvtVyjMnZyqSoxktZ6hsj/w8Uu2ttsXnFuO9Ze9h3919KttkQob/RfwPnj94apQEUuGYcHACqiyugm8PfGvsUIxOIopBSpeQkABnZ2fEx8fDycnJ2OEUGVKpFOHh4QgJCYGlZd6/hEk99qF+cuu/oFVBils0hvB87HN03dRVqzYXtl2IEf+MAAB0r9Idm7qrPlGkzpfhX2LR2UWK17FjYrHj5g6E3wnH+q7rYWNho13w+cjvHJQJGcy/MwcAPBn9BD6OPirlbxNTBbJkWeiztQ82Xt2osv3qF1dRxaOKAd+F8Zjyz3DO25zajgUzpILsQ03/fvPKDBEVObomMrNazVK6WvFZ7c8gpgq427lj7yd7tWorO5EBgJmtZmq83xf1v1B8P/eDufBy8MKguoPwd8+/DZ7IaMJMYqa4UpOdyOQsbx7QXGWfUf+MgutcV7WJDABUXVy1oMIl0gkHABOR0SWmJ+Lcw3OQCRnarW2n9f61vGvhwpA387+o+1+qjYWNUnl0fDS+OfAN1l9Zn2fb1ubWKOdaTuNYKntUxrzW82BuZm4STwod6ncIABD5NBI1fpM/BbbgvwX57pciTYGdpeoAa9KOTMhw5P4R1PapjRI2JYwdjsliMkNERpWalQq3H9202ufzep9jcXvVOV+04efsh3Vd12Fd13VIlabCfqY9BFSToNBaoVq3PabxGL1iM4ZqntXyrVPTqyYuPb0EAIpHx++PuA//Ev4FGtu7bNn5ZRiyawgqulXEjeE3jB2O1iKfRuLuy7uQQP2TfYWFyQwRGc3qS6sxKHKQ2m3dqnTD5u6bsf/ufmy+thk/tfkJ9laqc68Ygq2lLWRT3zwlZT/THinSFADAtObTCuSYRY1EIsGyjsvw2c7P4OPggyF1h8DD3kPptlmmLBOW3yuPiQhYGAAAGFJ3CH7r8FthhvxO2HBlAwDg5kvTm8QwVZqquJpX16kuPsj6wGjjjpjMEJFR/PfoPwzarT6RGVxnsOJR5NZlW6N12daFGBmQPKF4rkw9sM5ADKyT+5pPFmYW2PfJPgT/GayybWnEUvzQ+gckZiSi+armWNtlLeqX1O4ps+Lo7eUmTMmC0wsU30ckRBj1EXEOACaiQieEQMPlDdVu29RtE5Z2XMq1g4qo1mVbY12XdWq3Oc12Qsn5JXH71W28t+w9SKZJIJkmQXJG8UwONaHL7Zn269qjwbIGSmVbrm1RqXfg3gFIpkkweOdgyIQMaZlpaL+uvdrH73WxNGKp0msrcyuDtKsLJjNEVOjULZy4uftmTGo6Cd2qdDNCRKSNj6t/DDFVoGvlrhrVd5jlUMARmS51V2bWXFqD1RdXq61//OFxhN8OV8yFlK3b5m7Ye0f5ib3Wf8ivaP5+/ncM2z0MtjNsEX47HG3+VF7jS1cP4h8ovh/mN8yoV5mYzBBRoeu1pZfi+2VVliFjQga6VemG71t+b9KX3Yubv3r8BTFVoEvlLvnW/e0cx9OokyXLUnp9PuY8+m3rh9DtoZBMk+DPy38qtj2Mf4imK5vm2lbbtW3RYFkDXIi5oDJT9m8Ryv3/NOmpTvEKITDv5DyU/qm0ouzCoAto7Va4t4LfxmSGiApVdHy00mt3K3cjRUKGsrn7ZsX37nbu+Oq9r1TqfL77c/z36L/CDMskHLp/SPH9/df30Xh5Y6Xtff/uCwD49O9P4b8g/6fGzjw+gzr/q4Prz6/nWa/Mz+oXUL318hZ+j/hdJcnKNnrvaIzdPxbRCW9+jiu4Vsg3roLGAcBEVKiOPDii+L5JqSZGjIQMJXsCvpwWtlsIQHmW2obLGxp1ptqiYPet3eiwvoPabYELA3Pd54/Lf2h1nFUXV+W5PftpvbdVXFQRADB412BEj4pGKadSEEJgybklqOpRVe0cRJbmxp85mVdmiKhQ7bmzR/H9gU8O5FGT3gUrPlyh9Hr+qflGikQ/++/ux9RDU3O9YpHt2INjioHPiemJStukWdJcE5m86LLPvFPzAAC+jr7KbVXIva2335vfT36QTJPA7DszDAsfhuarm6vsc2v4La1jKwhGTWZmzZqF+vXrw9HREZ6enujcuTNu3lR+1j40NBQSiUTpq2FD9U9BEFHRdCjqEJxnO0MyTYJ1kfInYULKh8DcTP3aQPTu6F+7P04PPK14PWbfGEimSeA2V7uJEo0t+M9gfHf0O1h8r/6Gxr67+yCZJkGzVc0UZU6znSCZJsHdV3chmSaB1XTNn/ZZ/uFyteUL2iyAbIpMqU/zs6mbfMD9uUHn8GPwj4rynn/1VCRekmmSXN9bXsq7ldd6n4Jg1GTmyJEjGDZsGE6fPo39+/cjMzMTwcHBSE5Wfoyvbdu2iImJUXyFh4cbKWIi0kXLNS2RkJ6gVDau8TgjRUOF7b2S76mUvUp9hWvPrxkhGu1NPDhR6fXdV3dV6uT1hFC5X/JeDmNq0FT0rdFX8Xpc43EYUHuAyirsoxuOxoiGIyCRSNCgVAPMbDkT37f4HotDcp8N++NqH6N71e4QUwXq+tZFedc3yYe6pwq1ce+re3rtb0hGHTPzzz//KL1euXIlPD09ERERgWbN3mS31tbW8Pb2LuzwiMgAYhJj1JYHBQRBKpUWcjRkDBKJBE38muBE9Aml8qqLqxb5MTR/Xv4TM48rLzRa7pdyirhfpb5Cx/UdtWpzQK0BCC4brHiqL6x5GABgzUdrlOo9GPkAvvPlt4kalWqEecHzlLaPbzoeAJCemY4vwr+AOl++96XSa02eFvzqva+w584e3H51W1HWs2pPxcKjF4dcRE3vmvm2U5iK1ADg+Ph4AICrq6tS+eHDh+Hp6YkSJUogKCgIM2bMgKenZ67tpKenIz09XfE6IUH+P0KpVMpfnjlk9wX7RHfsw/wdundIpezG5zeUfh7Zf7ozlT7c23svFp1dhItPL2LD1Q2Kcsk0CYbVG4afgn/ClWdXMPfUXExuOlnpCkJByqv/MrIyFE8TvU0yTYLrn1/H4F2DcTL6pNK2jhU6YlXHVWrXHOteuTsWt1sMCSRY23ktanjVyPWzc7dxx65euxCfFo/uVbojMzNTbT0zmOFQ30PIkmWhaemmsJ5lrdjmbeet0n5Q6SAceXjk7WYAAD4OPpj3wTxMaToFf1z+A0+Tn+Kz2p+htHNpjHxvJF6kvEAVtypKbRbkOahpmxJhzPmHcxBCoFOnToiLi8OxY8cU5Rs3boSDgwP8/f0RFRWFyZMnIzMzExEREbC2tlbbVlhYGKZNU11PZd26dbCz4yqvRIVp0NVBeC59DgD4xOcTtHVrCwcLTqJWnP3+6HfsfrE7zzprq69Fn8g+AIDajrUxtexUjLs1DrdS5ANO51WYh3J2mq9mrovVT1bj72d/K16bwxxZyH0AcGX7yphVfpbitUzIMCNqBiISIvCB6wcYXnp4gcabbfj14XiU/ggAsK3WNpXtSZlJ2Pl8J8wl5qjpWBOH4w5jYMmBsJAUqesbAICUlBT07t0b8fHxcHJyyrVekUlmhg0bht27d+P48eMoVapUrvViYmLg7++PDRs2oEsX9RM1qbsy4+fnhxcvXuTZGcWNVCrF/v370bp1a6MtDmbq2Id5i3odhYqL5Y96jnxvJOZ+MFdpO/tPf6bYh9IsKezn6L9o6NKQpbjy/Ap++OAHdN/SHTtv7US/Gv3we4ffNW7j5IOTaL62ObzsvfDwq4dKt2GsZr4ZsBvWLAwT3p+gVJbTio4r0KdanyIx6WOqNBW/nP0FH1f7GH5OfgV+vII8BxMSEuDu7p5vMlMk0rAvv/wSO3bswNGjR/NMZADAx8cH/v7+uH37dq51rK2t1V61sbS0NJkf9sLEftEf+1DVrZe3FIkMAMwJnpPrfBTsP/2ZUh9aWlrixrAb+P387/jx1I/575CLIeFDAAC/nP1FUbb68mqsvixfCkCT8TjN1zYHADxNforfL/6OU49OQSJRnnnXzdYNU1tMBQAkjU/C0N1DlbYDQGjt0CKRyADy/p0YNDH/igVwXEOfg5q2Z9RkRgiBL7/8En///TcOHz6MwED1Ewbl9PLlS0RHR8PHx6cQIiQiXby/4n2lwZ4dK3Q06iJ0VPRUdK+IecHzMKPlDEz8dyKeJj/FnVd30K5cO0w9PNUgxzgZfRKN/Rrnuv3tGxPD96i/DbSr9y7F9/ZW9vjjoz8QlxqH3bflt8rGNR5XZBKZ4sqoycywYcOwbt06bN++HY6OjoiNjQUAODs7w9bWFklJSQgLC0PXrl3h4+OD+/fvY8KECXB3d8dHH31kzNCJKBcJ6QkqT63MajUrl9pU3FlbWKs8pdOrWi9cfnoZQgi0Ltsa7694H1efX4W5xBxrPlqDrde3wsrcCuuvrM+z7SYr3sww3b58e6WkBIDS0zq5qeBWAQ1Lqc5ttvPjndhwZQMkEgl6VeulZk8qTEZNZpYsWQIAaN68uVL5ypUrERoaCnNzc0RGRmLNmjV4/fo1fHx80KJFC2zcuBGOjo5GiJiI8hIVF6Wy5suidotQ1bOqkSIiU1TBrQIquL1Z7+fKF1eUtveu3hsAMLf1XJx7cg6PEx7D2sIaXSt3xaqLqzB632iVNnff3q1YWiFjUgYszS1x+lHeE8+dHnga9UvWV7tNIpHg4+ofa/W+qOAY/TZTXmxtbbF379486xBR4Xue/Bye83KfHiGnwXUHF3A0VFyVciqFUk7K4yxHNRqFKh5V0HZt21z367a5G7b32q64neVh6YF7o+7h1JNTqOpZFdeeX0Njv8aws+TTr6aiSAwAJiLTUnVx/ldazg46C39n/yKxCB0VL63KtMpz+46bO5AqTcX91/cBAC1cW8Dawhqty7YGoLqeERV9TGaISCvLzi/D85TnedaZ3Gwy6vnWK6SIiJRZmFkg/tt4mEnMkJieqJhFNye7mW+uunT36l6Y4VEB4KrZRKSxYw+OYdDOQYrXdX3qAgCG1x+O0wNP4/LQy3g8+jG+a/GdsUIkAgA4WTvBwcoBPo4+mNZcPonq/zr8T23dt9dAItPDKzNEpBGZkCmtCAwA/3zyD1xsXLj6NRVpU4Km4Jsm38DawhqDdymP4ZrefDrw2jhxkeHwygwpiU2KRVpmGq4+u4rrz68jMT3R2CFREREdH630+sHIB3C3c2ciQybB2kI+kWpt79oAAEcrR0SNiOLq7e8IXpkpAjKyMmAuMdf4j4JMyBRPgplJzAw2WdOiM4vw5Z4vVcr/6v4XOlXqBHOJOSeGKsbeW/ae4vvE8YlwsOL6SmR6zg85j7jUOLjYugAo+gt0kmaYzBSApIwkjX/R+y/wx8P4hwCAO1/eQVnXsgDkCUuKNEWlnex5EnK6MewGKrpXVCkHgLjUOKRIU+Dt4K02WRJC4HHiY9hb26tNZAD5Y4zZkick83HFYigjKwPPkp8pXjORIVOWncjQu4O3mQxsxtEZcJzlqJJ0vE57jVepr5TKJNMkikQGAMr9Il8B9sC9AzD/zhyOsxyx7cY2PEl8gmvPr6H20tpqj1np10p4nPAYiemJ+DfqXzx4/QBJGUmQTJPAda4rSv1UChbfW+DKsyuKWOLT4rH79m58dOkjBP4SqPGcIfYz3ywOdyHmAjKyMjTaLzYpFjGJMUplSRlJkGbxf0VFXVpmGqynq1+hnoioKOCVGT29THmJHTd34MqzK+hZrScmHZqk2DZs9zCMazIOV59fRft17QEAv3f8HZ/V+QwH7x1U297bSdBHGzVbtqHUT3kv0AkA1ZdU16gtWwtbfPnel/iywZfw+0l1xdXbL2+jwqI3s3POD54PmZDBwcoB9UvWRx2fOrgYexF3Xt3BxdiLOPXoFP6N+hcAEFgiEBGDI7Dwv4WYdkT+hMGWHlvgaOWIhqUaIi4tDtbm1vBy8NIo1oLwLPkZTjw8gQ8rflhsxoNciLmA6IRoZMmy4G7njqb+TQEAyRnJcJ7trFQ3Y5JmCSwRUWFhMqOHa8+vKU0eNv/0fKXti88txuJzi5XKBu0chKalm+KDPz5QlM1uNRvfHvxW4+MuDlmMz+t/rvaWkyGkTExRfJ+96myL1S1w+P5hAFBKZACoTB0+rP4w/Hr2V7VtR72OgutcV6Wyrpu6qtSLHhUNZ2tnPEp4BGsLa7jYuCA9Kx0ZWRl4nvwcdXzq4F7cPUhlUphJzODr6Kty6yNTlomH8Q9x++VtlHUti1RpKiq4VVAMBFQnMT0RXvPeJFJpE9PyrF/YYpNicfXZVTT2awxbS1tcir2EMi5lYGVuBYlEkutijskZyZAJGRyt3ywD8uD1A7xKfYWDUQcxdv9Ypfpfvvclfm73MxxmKfdpbe/anASPiIocJjN60GQWVHUq/VpJ6fU373+DWcdnIT49Pt99UyemwsbCBoA80QjdForVl1brFEe20k6lkSRNQjXPaljXZZ3aOuu7rofPj5qtVJ5bIqONpiubKmbn1FTLwJYY23gsMrIyYGVuhXZr26mtt6fPHrjYuKCmd008jH+ITFkmTj86jXtx9zDj2AylujYzbLCk/RL4O/ujYamGOHT/EIL8g+Bm5wYAiHwWiXPx51A3qS6kkOLS00toGdgSTtZOAOQJ1earm+Fp74n3S7+vc2J0//V9/HTqJ/x85uc86y1pvwQ9q/bEofuH8DrtNWp61cSh+4cUycq9r+7B3c4dgQsD8TL1Za7t/HLmFwT5BymV7fx4JzpU6KBT/EREBUki8lsg6R2QkJAAZ2dnxMfHw8nJyWDt5nZlZGDtgVh+YbnG7YipAkIImH0nH8IUXDYYez/Zi0cJjxS3ecq7lsem7ptQy7uW8r459lMnZkwMvB28EZMYozQL5rD6w/BT658QHh6OkJAQWFrm/7/txPRENF3ZFJeeXgIANA9orrhaU9y0CmyFjKwMHHt4TO12HwcfDKw9ENOPTVcq7129N1oFtoKDlQMS0hMwoPYAmEnMEPk0Ep/t/Ayutq5oEdACLQJa4EH8A5x9fBbLLixTGW9lDJmTMw1+200qlWp1DpIq9qF+2H/6K8g+1PTvN6/M6GF6i+mYdGgSvOy9sKHbBny972ssClmEhqUaok/1Pmi5pqWibv9a/bHy4kqVNiI/jwQgX4E1+5ZOtlJOpVTK3qZuP3V8HH1U6mn7SKKjtSMuDr2Y6/bIp5Go8VsNAICNhQ0alGyA3b13w95KPmg4LTMNtjNsAQARgyNQx6cOAODgvYNKt92KAlsLW6Rmpua6/WCU+jFP2WKSYlQSGQBYF7kO6yLfXP0atHMQ6vjUwfmY84qyf+78o0PE+nv29TN42HuoTdI1OceIiIyFyYweJjabiInNJipenxt8TvF9i8AWKn8AVnRaUWixGUN1r+p5/tGzsbBRu71VmVZK5U1WNMHJ6JMA3vyBDVwYiPuv7+P52OdwtnaG1XT52JD0SemwMrfCxdiLap/22t5rOz6s+KHi9bYb2/IdVJ0dy2/nfsPnuz/Ps64h5Exk8mMmMcP1YddRcZH8Ufzf2v+GobuH6nTcNZ3XoG/Nvirlm7tvRvfNb9aqmdJsik7tExEVFiYzVOScGHBCpSxqRJTS67eTolretTS6etC5UmckfJsA17muyJRlApAPNi7lpPo02NB6QzG0nnKicPnpZdT8rabidevA1vjY7mNMezQND+IfYGHbhZhyaIrS+CdPe0808WuCv2/8nW98eck5UV3O9zqk3hDF96sursL6K+sxrfk0NCzVUGn/iQcnYubxmQBUk7yculXphh+Df8TTpKeY03qOXjETERUGJjNU7DhaO0I6Wbf5bWp41VBKJLLvFd8edltxr/irBl/l205CeoLKI88/tfkJn9f7HN03d0erwFYY0XCE1vGF1gpFaK1QtdtmtJqBGa1mqN32ttGNRudfiYioiGAyQ2QETtZOuV5J2vHxjkKOhojItHEGYCIiIjJpTGaIiIjIpDGZISIiIpPGZIaIiIhMGpMZIiIiMmlMZoiIiMikMZkhIiIik8ZkhoiIiEwakxkiIiIyaUxmiIiIyKQxmSEiIiKTxmSGiIiITBqTGSIiIjJpTGaIiIjIpDGZISIiIpPGZIaIiIhMGpMZIiIiMmlMZoiIiMikMZkhIiIik8ZkhoiIiEwakxkiIiIyaUxmiIiIyKQxmSEiIiKTxmSGiIiITBqTGSIiIjJpTGaIiIjIpDGZISIiIpPGZIaIiIhMGpMZIiIiMmlMZoiIiMikMZkhIiIik8ZkhoiIiEwakxkiIiIyaUxmiIiIyKQxmSEiIiKTxmSGiIiITBqTGSIiIjJpTGaIiIjIpDGZISIiIpPGZIaIiIhMGpMZIiIiMmlMZoiIiMikMZkhIiIik8ZkhoiIiEwakxkiIiIyaUxmiIiIyKQxmSEiIiKTxmSGiIiITBqTGSIiIjJpTGaIiIjIpBk1mZk1axbq168PR0dHeHp6onPnzrh586ZSHSEEwsLC4OvrC1tbWzRv3hxXr141UsRERERU1Bg1mTly5AiGDRuG06dPY//+/cjMzERwcDCSk5MVdebOnYv58+dj0aJFOHv2LLy9vdG6dWskJiYaMXIiIiIqKiyMefB//vlH6fXKlSvh6emJiIgINGvWDEIILFiwABMnTkSXLl0AAKtXr4aXlxfWrVuHIUOGGCNsIiIiKkKMmsy8LT4+HgDg6uoKAIiKikJsbCyCg4MVdaytrREUFISTJ0/mmsykp6cjPT1d8TohIQEAIJVKIZVKCyp8k5PdF+wT3bEP9cP+0x/7UD/sP/0VZB9q2qZECCEMfnQdCCHQqVMnxMXF4dixYwCAkydPokmTJnj8+DF8fX0VdQcPHowHDx5g7969atsKCwvDtGnTVMrXrVsHOzu7gnkDREREZFApKSno3bs34uPj4eTklGu9InNlZvjw4bh8+TKOHz+usk0ikSi9FkKolOU0fvx4jB49WvE6ISEBfn5+CA4OzrMzihupVIr9+/ejdevWsLS0NHY4Jol9qB/2n/7Yh/ph/+mvIPsw+85KfopEMvPll19ix44dOHr0KEqVKqUo9/b2BgDExsbCx8dHUf7s2TN4eXnl2p61tTWsra1Vyi0tLXmyqsF+0R/7UD/sP/2xD/XD/tNfQfShpu0Z9WkmIQSGDx+OrVu34t9//0VgYKDS9sDAQHh7e2P//v2KsoyMDBw5cgSNGzcu7HCJiIioCDLqlZlhw4Zh3bp12L59OxwdHREbGwsAcHZ2hq2tLSQSCUaOHImZM2eifPnyKF++PGbOnAk7Ozv07t3bmKETERFREWHUZGbJkiUAgObNmyuVr1y5EqGhoQCAcePGITU1FV988QXi4uLQoEED7Nu3D46OjoUcLRERERVFRk1mNHmQSiKRICwsDGFhYQUfEBEREZkcrs1EREREJk3vZCbn5HREREREhU3rZGbv3r0IDQ1F2bJlYWlpCTs7Ozg6OiIoKAgzZszAkydPCiJOIiIiIrU0Tma2bduGihUrol+/fjAzM8PYsWOxdetW7N27F8uXL0dQUBAOHDiAMmXKYOjQoXj+/HlBxk1EREQEQIsBwDNnzsS8efPQvn17mJmp5kA9evQAADx+/BgLFy7EmjVrMGbMGMNFSkRERKSGxsnMmTNnNKpXsmRJzJ07V+eAiIiIiLSh9ZiZhIQEyGQylfKsrCyN11AgIiIiMhStkpm///4b9erVQ1pamsq29PR01K9fHzt37jRYcERERET50SqZWbJkCcaNGwc7OzuVbXZ2dvjmm2+waNEigwVHRERElB+tkpkrV66oLD2QU7NmzRAZGalvTEREREQa0yqZiYuLQ2ZmZq7bpVIp4uLi9A6KiIiISFNaJTMBAQE4d+5crtvPnTsHf39/vYMiIiIi0pRWyUyXLl0wceJEPH36VGVbbGwsJk2ahK5duxosOCIiIqL8aLVq9rfffovt27ejfPny+OSTT1CxYkVIJBJcv34da9euhZ+fH7799tuCipWIiIhIhVbJjKOjI06cOIHx48dj48aNivExLi4u+OSTTzBz5kw4OjoWSKBERERE6miVzACAs7MzFi9ejF9//RUvXryAEAIeHh6QSCQFER8RERFRnrROZrJJJBJ4eHgYMhYiIiIirWk1APjZs2cYPHgwevXqhatXrxZUTEREREQa0yqZ6d+/P7y9vfHRRx+hXbt2EEIUVFxEREREGtEqmblw4QJ69uyJHj16IDY2Fs+fPy+ouIiIiIg0otWYmc6dO2P8+PHw9/dHjRo14OnpWVBxEREREWlEqyszixYtQs+ePVGpUiX8+++/BRUTERERkca0ujJjZmaGPn36FFQsRERERFrT6soMERERUVGjcTLTtm1bnDx5Mt96iYmJmDNnDn799Ve9AiMiIiLShMa3mbp3744ePXrA0dERH374IerVqwdfX1/Y2NggLi4O165dw/HjxxEeHo4OHTrghx9+KMi4iYiIiABokcwMHDgQffv2xV9//YWNGzfi999/x+vXrwHIZwOuUqUK2rRpg4iICFSsWLGg4iUiIiJSotUAYCsrK/Tu3Ru9e/cGAMTHxyM1NRVubm6wtLQskACJiIiI8qLz2kyAfNFJZ2dnQ8VCREREpDU+zUREREQmjckMERERmTQmM0RERGTSmMwQERGRSdM5mXn9+jWWLVuG8ePH49WrVwCA8+fP4/HjxwYLjoiIiCg/Oj3NdPnyZXzwwQdwdnbG/fv3MWjQILi6uuLvv//GgwcPsGbNGkPHSURERKSWTldmRo8ejdDQUNy+fRs2NjaK8nbt2uHo0aMGC46IiIgoPzolM2fPnsWQIUNUykuWLInY2Fi9gyIiIiLSlE7JjI2NDRISElTKb968CQ8PD72DIiIiItKUTslMp06d8N1330EqlQKQr8308OFDfPvtt+jatatBAyQiIiLKi07JzLx58/D8+XN4enoiNTUVQUFBKFeuHBwdHTFjxgxDx0hERESUK52eZnJycsLx48fx77//4vz585DJZKhTpw4++OADQ8dHRERElCetk5nMzEzY2Njg4sWLaNmyJVq2bFkQcRERERFpROvbTBYWFvD390dWVlZBxENERESmJOUhzES6UUPQ6TbTpEmTMH78ePz5559wdXU1dExERERUlAgBPNgAxF0ERCbw9F/AqRJgVwqW1+ehIwApMowWnk7JzM8//4w7d+7A19cX/v7+sLe3V9p+/vx5gwRHREREhUyaBLw8A8gyAJEF2PsDe98DslKV68VdVH4tywRgWVhRKtEpmencubOBwyAiIqJCJwTwZDcQewBIfQKYWQP3/9StLVkGAFuDhqcpnZKZqVOnGjoOIiIiKkjJD4HLk4GYfYCVC1BrDnCyD5CZqHubztUgDT6P8PBwhFjYGS5WLemUzBAREVERlpkKbMqRXNRdCESMePM6LRY4+qHm7fUWuW/7/wl0jUmnZMbMzAwSiSTX7XzSiYiIqJDE3wAipwLPT8ivuHg0Ae4sVa6TM5HJT7NtQKlOBg2xoOmUzPz9999Kr6VSKS5cuIDVq1dj2rRpBgmMiIioWHt9BTg/GojdDzhXA1zryAfmJtyQb7dyBer8CJzu/2af1MdA/BXN2q/yDVBrtuHjNgKdkplOnVQztm7duqFq1arYuHEjBg4cqHdgRERE76yEW0BmkjxBSboHXPgGiP7rzXbHCkDirTev46+oJikZr5QTmbx4BgEfHNY77KLKoGNmGjRogEGDBhmySSIioqLh7krgvwGGbdOjKfD8mGp5zkRGFzWmA9Um6teGCTFYMpOamopffvkFpUqVMlSTREREylKeyK9kxF8Fnh0G7PyA6z/kvY9LHSBOzfxntebA4sZP6JQWC2wG4FwFcKkLxOwBbLyASqMA8/9/1DglGrj4raHfjfpERhuN1gCBfQ0TiwnTKZlxcXFRGgAshEBiYiLs7Ozw5586Pp9ORETFS8IteSKScF2eREStBqTxynXs/YHkB0DlcYCFAxA5RfvjqEtkAODiN1B6lCX+mvwLANJfAP99pv2xDKnzI8CupHFjMBE6JTM//fSTUjJjZmYGDw8PNGjQAC4uLgYLjoiICsHrK8DlSUDNWYCZFXBuOFB7nnyMRmos4BAI3JgPuNQCyg2WX8HIJgTwVwlAmqDdMW28gLSnb14/P6G+XvID+b/X52rXvqF4f/Dm+9gDhmu33BDAoYx8ht2q4w3XbjGlUzLTsmVL+Pn5qX08++HDhyhdurTegRERUT7iLsJyT210AuS3Sap/p92VC79u8isfN36Uv360/c22mH9U6z87AtxcCFQa86bs1iJApsMigzkTmaLE3PbNtP3tLgEuNYwbD2lEp2QmMDAQMTEx8PT0VCp/+fIlAgMDOc8MEZE+XpwB9jXIu06ZAcC9Fcpl2t6Cyfn0jDayk5/C1HI/YO0hT7iqjAPMbQzSrFQqlc9eGxICS0vjrCtE+tMpmRFC/UyASUlJsLExzAlGRGSyZFLg7grAqzngVBHIeA1Efgfc/Cnv/SqOlF8ZuDYr/2O8ncjoqvI4+WDaJ7sBnzbycSnRWwDvYPlYlpRHgGM5IPG2vL5PG6BETeU2dLkFVHUiUHksYOWs3X4uNfOvQ8WOVsnM6NGjAQASiQRTpkyBnd2bqZKzsrLw33//oVatWgYNkIioyMpMATbZ512n/OfA7SWatXdzgebHrjlLPkHarUVvyrxaAU8Pat7GRzGArbfm9XNTe47+bRDpQatk5sKFCwDkV2YiIyNhZWWl2GZlZYWaNWvi66+/NmyERETGkvEa+EvPhxo0TWSyVRwhvwryJDz3OtWmAFXljwlLa87nbRIq9rRKZg4dOgQA6N+/PxYuXAgnJ6cCCYqIqNClPgX+NsBVimyWTkCpzvInVmQZ8isoeT3xU/JDoMkGwMLWcDEQFRM6jZlZuXKloeMgIip8ry4A/9TRff86C4DzI1XL/XsDTdYql9WcoftxiChPOs8AfPbsWWzevBkPHz5ERkaG0ratW7fqHRgRUYHZUR5IuqNfG9mP7VbSYjViIioQOiUzGzZswKefforg4GDs378fwcHBuH37NmJjY/HRRx8ZOkYiIv1lpQEbtbyF498baLQKMONYFKKiTKdkZubMmfjpp58wbNgwODo6YuHChQgMDMSQIUPg4+Nj6BiJiHR3dSZwSYMF90r3lK9zY26Vf10iKlJ0Smbu3r2L9u3bAwCsra2RnJwMiUSCUaNGoWXLlpg2bZpBgyQi0trNRUDEl3lUkACdHgD2foUWEhEVDJ2SGVdXVyQmJgIASpYsiStXrqB69ep4/fo1UlJSDBogEZFW/nIFMuJy324fCASfAGx5FZnoXWGmy05NmzbF/v37AQA9evTAiBEjMGjQIHz88cdo1aqVVm0dPXoUHTt2hK+vLyQSCbZt26a0PTQ0FBKJROmrYcOGuoRNRO+q9FfAOon8K7dExtoN6BwNdLrHRIboHaPTlZlFixYhLS0NADB+/HhYWlri+PHj6NKlCyZPnqxVW8nJyahZsyb69++Prl27qq3Ttm1bpcfBc07WR0TF3DrVBW8VHCsAHk2A+ksAc+vCi4mICpXWyUxmZiZ27tyJNm3aAADMzMwwbtw4jBs3TqcA2rVrh3bt2uVZx9raGt7eBpzMiohMW14JDCCf/6X8EIMtRkhERZvWyYyFhQU+//xzXL9+vSDiUevw4cPw9PREiRIlEBQUhBkzZqis2J1Teno60tPfLEmfkCCfdVMqlUIqlRZ4vKYiuy/YJ7pjH+pHm/6TxO6HxbH2edbJDNoL4foeYGEPyCBf8PEdx3NQP+w//RVkH2rapkTktgR2Hlq0aIERI0agc+fO2u6adzASCf7++2+ldjdu3AgHBwf4+/sjKioKkydPRmZmJiIiImBtrf6ycVhYmNonqtatW6e0OCYRFXFCwE12Be+n5X/7OtzuD0gljoUQFBEVlpSUFPTu3Rvx8fF5LqGkUzKzefNmfPvttxg1ahTq1q0Le3vlVWNr1KihfcRQn8y8LSYmBv7+/tiwYQO6dOmito66KzN+fn548eIF15PKQSqVYv/+/WjdujUXqNMR+1A/efWf5NFWWJzqleu+mQ1WAw7lIKw9AXv/gg61yOI5qB/2n/4Ksg8TEhLg7u6ebzKj0wDgnj17AgC++uorRZlEIoEQAhKJBFlZWbo0qxEfHx/4+/vj9u3budaxtrZWe9XG0tKSJ6sa7Bf9sQ/1o9R/QgDr83jQsuNtwLGc7muxvKN4DuqH/ae/guhDTdvT6fdBVFSULrsZxMuXLxEdHc2ZhoneNUIGPD8JHGiqfnuPFK4oTURq6ZTM+Psb7pJuUlIS7tx5s+BbVFQULl68CFdXV7i6uiIsLAxdu3aFj48P7t+/jwkTJsDd3Z1rQBG9I8xFOiTPjgBHWqtudK4GNFwJuNYFJPk8wURExZZOk+YBwB9//IEmTZrA19cXDx48AAAsWLAA27dv16qdc+fOoXbt2qhduzYAYPTo0ahduzamTJkCc3NzREZGolOnTqhQoQL69euHChUq4NSpU3B05EA/IpMmBJDxCh1SesJCXSLT5RnQPhJwq8dEhojypNGVmb1796Jhw4ZwdnYGACxZsgRTpkzByJEjMWPGDMUYmRIlSmDBggXo1KmTxgE0b94ceY1B3rt3r8ZtEZEJSH8FJNwA9jdBrnfDP5YxgSEijWl0ZSY2NhZNmjTBo0ePAAC//PILfv/9d0ycOBHm5uaKevXq1UNkZGTBREpEpu3pYWCDNbDFDdjfRH2d3kL+xUSGiLSg0ZWZfv36wdHREW3btsWVK1cQFRWluC2UU/YK2kREkGUCN34E0p4BN+bnWTWr0liY15lbSIER0btG4wHAXbp0USQwgYGBuHjxospA4D179qBKlSqGjZCITE/SfWBHYN51vFtD2nQ3wsPDEVI9BOZ51yYiypVWTzMFBsp/OY0dOxbDhg1DWloahBA4c+YM1q9fj1mzZmHZsmUFEigRFXEvzwK3fgVeXwbiLuRer/FaIKC3/HtOIU9EBqDTo9n9+/dHZmYmxo0bp5hquGTJkli4cCF69cp9xk4iesekxgD/1JX/m5/3lgLlBhd8TERU7Og8ieagQYMwaNAgvHjxAjKZLM+FH4noHRL1B3DqU8CuNJDyMO+6PZLkiz4SERUgvWYEf/bsGW7evAmJRAKJRAIPDw9DxUVERUnaM+D8GODxDkAqX4U+z0Tm4yxAovM0VkREWtEpmUlISMCwYcOwfv16yGQyAIC5uTl69uyJX3/9VTEfDRGZGGkCkHgHSLoLHO8hLzO3AbLSNNu/t9br1hIR6U2nZOazzz7DxYsXsXv3bjRq1AgSiQQnT57EiBEjMGjQIGzatMnQcRJRQchMBqK3Aac+yb1OXolMYD+g0SpDR0VEpBWdkpndu3dj7969eP/99xVlbdq0we+//462bdsaLDgiMqDXkfKFHM8O1a8dyxJA9ziDhEREZAg6JTNubm5qbyU5OzvDxcVF76CISA+Jd4CrM4B7q96Ulf8CuL1Y9zbbXwecK+kdGhFRQdApmZk0aRJGjx6NNWvWwMfHB4B8yYOxY8di8uTJBg2QiHJIew6c+xJ4ehBIf6G6vfaPwIUxquXaJDI+bYDme7ikABHl6uZNoJLi/zeWqFixKVq1AixzXXCtYOmUzCxZsgR37tyBv78/SpcuDQB4+PAhrK2t8fz5cyxdulRR9/z584aJlKi4EQLY7AxkJmq+j7pEJj9Bu4CS7bXfj4jeaYcOAf36ARkZwNOnede9edMVQhhvEkydkpnOnTsbOAyiYuz81/I1jAqSa12g4Urg7nKg6kTAhtMoEJGydeuAPn1039/a2nCxaEunZGbq1KmGjoPo3ZccDWwvrVxWqhPwaLvhjtH1BWDtlvv2ugsMdywiMjm3bgEbNgCG/jNeunQCJBJbwzaqBb0mzQOApKQkxVwz2ZycnPRtlsi0RYwEbi7Mv562iUz3eMCSP19ElL9nz4DGjYG7dw3f9oULQK1a8u+lUinCww8BCDH8gTSkUzITFRWF4cOH4/Dhw0hLezMHhRACEokEWVlZBguQqCgzu7UQnZLHAptzFHq8Dzw/bpgDdHkO2Lgbpi0iemdlZhbM4NuffgJGjjR8u4amUzLT5/9vqq1YsQJeXl6Q8KkHKg7uLgf++0ypyFxdPW0Smff+B5QbpFdYRFR8XLkCrFwJHDgAXL5s2LbnzAE++QTw9TVsu4VBp2Tm8uXLiIiIQMWKFQ0dD5FxvTgN7GukWh7QF7j/h2ZteAYB8VdVH53umQ6YW+kfIxEVC4sWAV9+afh2790DAgMN364x6ZTM1K9fH9HR0UxmyDRlpgKb7JTLvFoBdqWAqNXq98klkZF5t4VZ7D9vCsp/DtTXY3I6IipWjh8HmjY1fLvu7sD8+fKnk8yKwZqvOiUzy5Ytw9ChQ/H48WNUq1YNlm/dqKtRo4ZBgiPSm7oniNR5ejD/Or4hwJPwN6/rzEdW2eHYGR6OkJAQlZ8DIqJsYWHAtGmGacvNDUhIAKQ5pnVp0kSeGBVXOiUzz58/x927d9G/f39FmUQi4QBgMp6058DfvoDI1L2NWnOB5PvqZ8vtkQRY2KuWS403SRQRFT3LlgGDCnAY3JkzQP36Bde+qdIpmRkwYABq166N9evXcwAwGUfaM2Crl2Hasg8A2l95k6zU/9Uw7RLRO+3uXaBcOf3aaNIEOHFCtdzPTz4njI2Nfu0XFzolMw8ePMCOHTtQTt9PkUhT2wOA5Ae67esbArw6D6TFAjbeQLsLgK23QcMjonfTypXAsWPyKf3XrjVs21Onym8/kf50SmZatmyJS5cuMZkhw8uIAw61BV6e0b+txusA71aAjaf+bRHROyklBZg7tx5ev5bg008LbrBs8+bApk2AB1cSKRA6JTMdO3bEqFGjEBkZierVq6sMfPzwww8NEhwVA+E1gNeR+rVhVwoI6ANUGsM1h4hIY/IREpYASuLkSSA0VL/2KlQAPD2B3bsBToRfuHRKZoYOHQoA+O6771S2cQAw5SkrA9iow2pkNWcClyYA1u7y7wN6qx+QS0SUgxBAQADw8KFu+5cpA4wZA6SnA6dPy6+uAECHDsDHHwMffgg4OBgsXNKRTsnM22sxEeVpnZYDxK3dgTo/ATF7gRLVgcB+gK0XUHV8wcRHRCZPCPl8LeoG02ojLAx48QLw9gaaNVOdA2bjRv3ap4Kh90KTaWlpsOFwa8qmbeKSU/kvgBI1gHKD5dd/Az8xXFxE9M6IipJfMTG08HCgXTvDt0sFT6dkJisrCzNnzsRvv/2Gp0+f4tatWyhTpgwmT56MgIAADBw40NBxUlGmTQLTbDuQ8gi48aM8eSk3iKtAE1GehDDMwNyaNeUDcN9/H+jcWf5YtZWVFOGc+NLk6ZTMzJgxA6tXr8bcuXMxKMfsQNWrV8dPP/3EZOZdlvYc2Krl00GtTwIJ14FSnQBrN3lZhS8MHxsRvTM8POS3e3RRuTLw0UdAly7yNmrVAlxd1a8qzXkv3w06JTNr1qzB//73P7Rq1UoxGBiQL2Nw48YNgwVHRiTEm+/Xa/FfIhtv+dUXAHAsC1g6A2YWgIeaxRuJqNjK/hUTGgqsWaNbG40bA7/8In+82tkZqFoVSEsD7Ozy35feLTolM48fP1Y7x4xMJoOUaa5pkmUBWSlAVjrwaBtwRov5uGtMB+IuACU7AoGfZj/vSEQEQD7hnFQq/8rKki+CqIvPP5f/m5IiX0CxdWvVOkxkiiedkpmqVavi2LFj8Pf3VyrfvHkzateubZDAqBAl3wfCK2hev/Y8wKkiYGYNuDfgmBciytWFC0CdOrrtu3+//NaQt7f88WprHWZ1oOJBq2RmwIABWLhwIaZOnYq+ffvi8ePHkMlk2Lp1K27evIk1a9Zg165dBRUrGYIQgEwKyNJgudkZnQAgPJ99nCoCLfYDEPLZdM359BoRyQkh/8rMfPPl7KxdG4sWyQfkWljIr9y4ugJWVgU3Gy+9e7RKZlavXo3Zs2ejY8eO2LhxI2bOnAmJRIIpU6agTp062LlzJ1qru+5HxpWZCqQ9BZ4dBk73z7c6AKCXFJCYAZDwthERKWRmAgkJQHw88Pix6jwsmkpPlycvEv6KIQPQKpkROQaFtmnTBm3atDF4QGQgmSnAg43yBRUPh2i2T7tLgMQccKoEmJkXbHxEZFIOHACuXAFGjdJ+37lzgbZt5beJ3NzkV24s9J7ljOgNrU8nCVPookuWBWQmyJcM+Dv/VaGFlSt2WyxBm3YdYGnNUXNEJCcE8Pz5/9+VlgF16wIxMZrvHxwMbN0qT1gsLABz/t+ICpjWyUyFChXyTWhevXqlc0Ckg6x04Pkx4F8NbvF1uAU4lQcAZEqlyAoPB8w4URRRcXfmjPzWkb090KSJdvvWrw8cOiTfl8gYtE5mpk2bBmdtR3eR4QkBPNwMPP0XuLM077q9Rd7biahYSU4Gtm2Tr2P05Amwfbt2+8tkHOdCRYvWyUyvXr3g6anlDLBkODIpcPYL4O6yvOu51ALanudvHCICACQlyVd4PnJEnoxoY8UK+eR2AH+lUNGkVTLD8TJGlJUB3P0dODc873q9MnjbiKiYi4uTPy20axcQGSlflHHkSO3akEo5SJdMh85PM1EhkSYBB4KAuPO51/FpC7TYU3gxEVGRdOMG8MEH8kemtbVpE9C9u+FjIioMWiUzMm2vTZLu0p7LB/S+vpR7nTo/AZVGFlpIRFR0CAFs3AiEhVng5s1OWu+/YwfQsWMBBEZkBLyIWBRdDgOuTMt9e8sDgHerwoqGiIqQQ4eAli1zlmh2+3/cOGDOnAIJicjoOFl0USLLAo51zz2R+VgmfzKJiQxRsXHtmnzwrUQCfPrp24lM3mbMeLPcABMZepfxykxRkXgX2Km6EjkADuolKkYSE4GFC4HJk1W3/fFH3vvOn6/bDL1Epo7JTFEQ+T0QOUW1PPgU4N6w8OMhokIVGQnUqKHbvhkZUoSHhyMkJASWlvxPDxVPTGaMbW9D4OV/quUhl4ES1Qs/HiIqFDduAJUra79fcjJgl2P1EanUcDERmSqOmTGm7WVUE5kGK+TjYpjIEL1zZDKgTx/5+BdtEplbt96MfbHjMmpEKnhlxlgOdwCSo5TLPooFbL2MEw8RFYgHD4CAAO32qV4duHy5QMIheifxykxhEwJYJwGe7FYu75XBRIboHZCeDvTsKb/6IpFonsi0bAk8fCj/FcFEhkg7vDJTmDKTgU0OquWtT/BpJSIT9vQpUKkS8Pq1dvuNGiV/AomI9MNkprBc/Ba4pmaihx5JgIV94cdDRHrZuxdo21a7fczNgczMgomHqDhjMlMY9tQG4i4qlzmUBT68Y5RwiEh3wcHA/v3a7cNFG4kKFn+8Cto6NVONl+4BvL+x8GMhIp2YmcnHsmiD6/ISFR4OAC4ocRfVJzItDzCRISriFix4M4BXItEsMVm16s3j00xkiAoXr8wUhOSH8ltLb+v6ErB2Lfx4iChfr18DLi7a7TN2LDB3boGEQ0RaYDJjaHf+B5wZolxmVwroHG2ceIgoV0+fAt7e2u1z+zZQLpdl1IjIOHibyZCeHlFNZCRmTGSIihCZ7M3tI00TmebNgbg4+e0jJjJERQ+vzBjKX25AxivlsmbbgFKdjBIOESl7+BDw99e8/vLlwIABBRcPERkOr8wYwjqJmkRmOxMZIiNbv/7NVRhNEpm9e98M4GUiQ2Q6eGVGXxfGqpZxjSUio5HJ5JPTacLKCpg4EZgwgfPAEJky/vjq40gn4PEO5bION5nIEBWyrCztkpEvvwQWLpRfsSEi08fbTPp4O5HpJQWcKhgnFqJi5ttv39xC0iSRuXfvzS2kn39mIkP0LmEyYygfywAzXugiKkhTprxJYOaoWeosW1AQUKuWfBBvdgITGFhoYRJRIeNfX320uwhI4wGPpvxvHlEBkUrlY1s0MWgQ8OmnwPvvF2xMRFS0GP3KzNGjR9GxY0f4+vpCIpFg27ZtStuFEAgLC4Ovry9sbW3RvHlzXL161TjBvs2lJuDZjIkMkYFkX0X56683V2A0SWQ6dQKuXwf+9z8mMkTFkdGTmeTkZNSsWROLFi1Su33u3LmYP38+Fi1ahLNnz8Lb2xutW7dGYmJiIUdKRAUpPV2+oKOZGdC9e951K1QAfvtNPvBXCGDbNqBSpUIJk4iKIKPfZmrXrh3atWundpsQAgsWLMDEiRPRpUsXAMDq1avh5eWFdevWYciQIWr3IyLT8fq1NaysLPOtt327PHlp2hRwdy+EwIjIZBg9mclLVFQUYmNjERwcrCiztrZGUFAQTp48mWsyk56ejvT0dMXrhIQEAIBUKoVUKi3YoE1Idl+wT3THPtRcVpb8ttGFCxI0apT9q8cSQNs897t8WYoKFeRXbLKxu9/gOagf9p/+CrIPNW2zSCczsbGxAAAvL+V5W7y8vPDgwYNc95s1axamTZumUr5v3z7Y2dkZNsh3wP79+40dgsljH+bu1SsbDBjQRuP6X311HqmpFvD0TEG1ai9x714m7t0rwADfETwH9cP+019B9GFKSopG9Yp0MpNN8tYAWyGESllO48ePx+jRoxWvExIS4Ofnh+DgYDg5ORVYnKZGKpVi//79aN26NSwt87/MT6rYh+plD+StVs0Cd+7kP0DeykogIiIT/v6AjU31Qojw3cFzUD/sP/0VZB9m31nJT5FOZrz/f0nb2NhY+Pj4KMqfPXumcrUmJ2tra1hbW6uUW1pa8mRVg/2iv+Leh5mZQHw8kJoK+Plpts8ffwCdOkmxb98efPhhu2Ldf4ZQ3M9BfbH/9FcQfahpe0Z/mikvgYGB8Pb2Vrp0lZGRgSNHjqBx48ZGjIyIXr4EDh6UP1VkaSkflJtfIjNt2purNp98AtjYABYWonACJqJ3ltGvzCQlJeHOnTuK11FRUbh48SJcXV1RunRpjBw5EjNnzkT58uVRvnx5zJw5E3Z2dujdu7cRoyYqnlJTgQUL5InMjz9qts+VK/IVq83NAVvbAg2PiIopoycz586dQ4sWLRSvs8e69OvXD6tWrcK4ceOQmpqKL774AnFxcWjQoAH27dsHR0dHY4VMVKwkJwMPH8qvplStqtk+584BderIv+eckkRU0IyezDRv3hxC5H6ZWSKRICwsDGFhYYUXFFExd+4csHu3PBGZOlWzffL4MSYiKlBGT2aIyPhSU4HFi4Hff5cP5r17N/99SpYEHj0q+NiIiPLDZIaomHryBBg4EPjnH833CQmRX7EhIipKmMwQFSN//QUcPSpPZLZs0Xy/jAz5E0tEREURkxmid9zx4/L1jLQxcKD8lhMH7xKRKWAyQ/QOmjIF+P57wMsLePpUs33i4oASJQo0LCKiAsFkhugdkJmp/jZQfonM7dtAuXIFExMRUWEp0jMAE1HuIiLkt4EkEs3Hs8yd+2YGXiGYyBDRu4FXZohMRFaWfDmAP/8EoqI03y8xEXBwKLi4iIiMjckMURE3cSIwc6Z2+7x+DTg7F0g4RERFDpMZoiLo9m2gQgXt9klPB6ysCiYeIqKijGNmiIqIuLg3Y2A0TWSOHn0z/oWJDBEVV7wyQ2REjx8DpUppt8+LF4CbW8HEQ0RkipjMEBWy6GigdGnt9pk+HZgwgZPY5SYrKwtSqdTYYRiFVCqFhYUF0tLSkJWVZexwTA77T3/69KGlpSXMzc31joHJDFEhWL0aCA3VvH6DBsDp0wUWzjtDCIHY2Fi8fv3a2KEYjRAC3t7eiI6OhoTZrtbYf/rTtw9LlCgBb29vvfqfyQxRAfniC2DJEs3rN2oEnDxZcPG8i7ITGU9PT9jZ2RXLP0YymQxJSUlwcHCAmRmHQWqL/ac/XftQCIGUlBQ8e/YMAODj46NzDExmiAyodGn5bSRNubsDz57x9pEusrKyFImMWzEeRCSTyZCRkQEbGxv+MdYB+09/+vShra0tAODZs2fw9PTU+ZYTPzkiPaSnA6NHB8HKyhISiWaJjIPDmyeQnj9nIqOr7DEydnZ2Ro6EiPSR/TOsz7g3JjNEWkpJefMItaOjJe7dK5HvPv37v0lgEhMLPsbipDjeWiJ6lxjiZ5jJDJGGwsPlCYy9vWb1f/jhTQKzYkXBxkakrVWrVmHPnj3GDsPkXbx4ET/88AMyMzONHUqxxmSGKA/Xr7+5CtO+ff71339fvoK1EMDXXxd8fES62Lp1K+bOnYuGDRsqyu7fvw+JRIKLFy8aLzAtLV++HMHBwUY7flxcHLp164bKlSvDwiL/IagSiQTbtm0r+MAKyOHDhyGRSLR6erB+/frYunVrwQX1/5jMEL1l69Y3CUyVKprt8/ixFEIAx44BBpgygd5hEokkz69QbZ7h18G9e/cwadIk7NmzBy4uLgV6rIKUnp6OKVOmYPLkyUY5vhACoaGhGDduHDp06KDRPjExMWjXrl0BR5a/VatWoUSJEoVyrMmTJ+Pbb7+FTCYr0OPwaSai/6fNbdsxY4B58+QD1sLDw+HhEVJwgdE7JSYmRvH9xo0bMWXKFNy8eVNRlv10R0EpU6YMrl27VqDHKAxbtmyBg4MDmjZtapTjSyQSbN++XaO6GRkZsLKygre3dwFHVfS0b98egwYNwt69ews0keOVGSrWBg9+cxUmPxUqyJcfEEKeyBDpwtvbW/Hl7OwMiUSiUpaX7NtBmzZtQtOmTWFvb4+WLVvi1q1bOHv2LOrVqwcHBwe0bdsWz58/V9p35cqVqFy5MmxsbFCpUiUsXrw41+NkZWVh4MCBCAwMhK2tLSpWrIiFCxcq1QkNDUXnzp0xb948+Pj4wM3NDcOGDVN6KiUmJgbt27eHra0tAgMDsW7dOgQEBGDBggWKOvHx8Rg8eDA8PT3h5OSEli1b4tKlS3n2w4YNG/Dhhx+qlOf1HgcMGIAaNWogPT0dgPw/I/Xr18egQYOU+nbDhg1o3LgxbGxsULVqVRw+fFjpGNeuXUNISAgcHBzg5eWFvn374sWLF4rtzZs3x/DhwzF69Gi4u7ujdevWAJRvM739Odra2qJ+/fp6f47Z7W7duhUtWrSAnZ0datasiVOnTgGQ3yrq378/4uPjFVcDw8LCAAB//vkn6tWrB0dHR3h7e6N3796KOWByc/LkSTRv3hw+Pj7w9/fHV199heTkZMV2c3NzhISEYP369Xm2ozdRDMTHxwsAIj4+3tihFCkZGRli27ZtIiMjw9ihFKqjR7OH5eb9FRQkxNdfCyGV5t5Wce1DQ9Gn/1JTU8W1a9dEamqqokwmEyIpyThfMpn273/lypXC2dlZq32ioqIEAFGpUiXxzz//iCtXroj69euLOnXqiObNm4vjx4+L8+fPi3LlyomhQ4cq9vvf//4nfHx8xJYtW8S9e/fEli1bhKurq1i1apVSuxcuXBBCyD+bKVOmiDNnzoh79+6JP//8U9jZ2YmNGzcq2uzXr59wcnISQ4cOFdevXxc7d+4UdnZ24n//+5+izgcffCBq1aolTp8+LSIiIkRQUJCwtbUVP/300/9/ZjLRpEkT0bFjR3H27Flx69YtMWbMGOHm5iZevnyZaz+UKFFCbNiwQaksv/eYmJgoypQpI0aOHCmEEOKbb74RpUuXFvfv3xdZWVmKPihVqpT466+/xLVr18Rnn30mHB0dxYsXL4QQQjx58kS4u7uL8ePHi+vXr4vz58+L1q1bixYtWijiCAoKEg4ODmLs2LHixo0b4vr160IIIQCIv//+W+3neO3aNdGwYUODfY6VKlUSu3btEjdv3hTdunUT/v7+QiqVivT0dLFgwQLh5OQkYmJiRExMjEhMTBRCCLF8+XIRHh4u7t69K06dOiUaNmwo2rVrpzj2oUOHBAARFxcnhBDi8uXLwsHBQcyfP1+cO3dOHDt2TNSuXVuEhoYqfS6LFy8WAQEBuX6W6n6Ws2n695vJTDFW3P4Q29pqlsT06yeEmp8ptYpbHxqaoZOZpCTNPuOC+EpK0v7965PMLFu2TAghRFZWlli2bJkAIA4ePKioN2vWLFGxYkXFaz8/P7Fu3Tqltr7//nvRqFEjpXazkxl1vvjiC9G1a1fF6379+gl/f3+RmZmpKOvevbvo2bOnEEKI69evCwDi7Nmziu23b98WABTJzMGDB4WTk5NIS0tTOlbZsmXF0qVL1cYRFxcnAIijR48qlef3HoUQ4uTJk8LS0lJMnjxZWFhYiEOHDom4uDilZGb27NmK+lKpVJQqVUrMmTNHCCHE5MmTRXBwsNIxoqOjBQBx8+ZNIYQ8malVq5ZK3OqSmezPUQgh1q9fb7DPMWe7V69eFQAUSZWm592ZM2cEAEWy83Yy07dvXzF48GCRlZWl6MNjx44JMzMzpZ/L7du3CzMzM5GVlaX2OIZIZjhmht5pTZsCx4/nX69yZWDHDqBcuYKPicgQatSoofje09MTAFC9enVFmZeXl+IWwfPnzxEdHY2BAwcqbqkAQGZmZp63tX777TcsW7YMDx48QGpqKjIyMlCrVi2lOlWrVlWatdXHxweRkZEAgJs3b8LCwgJ16tRRbC9XrpzSwOOIiAgkJSWpzOKcmpqKu3fvqo0rNTUVAGBjY6Mo0/Q9NmrUCF9//TW+//57fPPNN2jWrBkSEhKU2m/UqJHiewsLC9SrVw/Xr19XxHvo0CE4ODioxHX37l1UqFABAFCvXj21sb8t5+fo5eUFwDCfY852s5cJePbsGSpVqpRrLBcuXEBYWBguXryIV69eKQbtPnz4EFXUPA0RERGBO3fuYO3atYoyIQRkMhmioqJQuXJlAPJxYDKZDOnp6QU2JozJDL1Tdu8GNHywAOPHA506AbVrA1ZWBRsXFQ47OyApyXjHLkyWlpaK77MnHXu7LPuPUfa/v//+Oxo0aKDUTm7Tx2/atAmjRo3Cjz/+iEaNGsHR0RE//PAD/vvvv1zjePu4Qgi1becsl8lk8PHxURmXAiDXJ27c3NwgkUgQFxen1I4m71Emk+HEiRMwNzfH7du31bavTnYfy2QydOzYEXPmzFGpk3NtIXsNJ6QqqM9RXbt5PVGUnJyM4OBgBAcH488//4SHhwcePnyINm3aICMjQ+0+MpkMQ4YMwfDhw1XWZipdurSi3qtXr2BnZ1egg9uZzNA7w8xMfsE/L3/9BXh4AA0bMoF5F2kzqWFx4uXlhZIlS+LevXvo06ePRvscO3YMjRs3xhdffKEoy+1KSW4qVaqEzMxMXLhwAXXr1gUA3LlzR2mekjp16iA2NhYWFhYICAjQqF0rKytUqVIF165dU8wzo+l7/OGHH3D9+nUcOXIEbdq0wcqVK9G1a1elOqdPn0azZs0AyK96REREYPjw4Yp4t2zZgoCAAI3mljEkXT5HdaysrJCVlaVUduPGDbx48QKzZ8+Gn58fAODcuXN5tlOnTh1cvXoV5cqVQ0JCApycnNSuzXTlyhWlq3MFgU8zkUnKygIyMoB69d48jZRbIlO7tjx5efwY6NoVaNaMiQwVP2FhYZg1axYWLlyIW7duITIyEitXrsT8+fPV1i9XrhzOnTuHvXv34tatW5g8eTLOnj2r1TErVaqEDz74AIMHD8aZM2dw4cIFDB48GLa2toqrBR988AEaNWqEzp07Y+/evbh//z5OnjyJSZMm5fnHtE2bNjj+1j3k/N7jxYsXMWXKFCxfvhxNmjTBwoULMWrUKNy/f1+pnV9//RV///03bty4gWHDhiEuLg4DBgwAAAwbNgyvXr3Cxx9/jDNnzuDevXvYt28fBgwYoJIgFARtP0d1AgICkJSUhIMHD+LFixdISUlB6dKlYWVlhV9++QX37t3Djh078P333+fZzjfffINTp05h+PDhiIyMxO3bt7Fjxw58+eWXSvWOHTtW4JMbMpkhk7NpE2BhAVhbAxERudebPx+4cwc4fx44dQrw9S28GImKms8++wzLli3DqlWrUL16dQQFBWHVqlUIDAxUW3/o0KHo0qULevbsiQYNGuDly5dKV2k0tWbNGnh5eaFZs2b46KOPMGjQIDg6OirGu0gkEoSHh6NZs2YYMGAAKlSogF69euH+/fuKMSTqDBo0COHh4YiPj9foPaalpaFPnz4IDQ1Fx44dAQADBw5Eq1atMGTIEKVEZPbs2ZgzZw5q1qyJY8eOYfv27XB3dwcA+Pr64sSJE8jKykKbNm1QrVo1jBgxAs7OzoWy6ra2n6M6jRs3xtChQ9GzZ094eHhg7ty58PDwwKpVq7B582ZUqVIFs2fPxrx85qCoUaMGjhw5gtu3byMkJAR169bF5MmTlW63PX78GCdPnkT//v11fs+akIjcbmq+QxISEuDs7Iz4+Hg4OTkZO5wiI3vCt5CQEJX73kVJ9vMimsys++OPQPfuwP9fJS1wptKHRZU+/ZeWloaoqCgEBgYqDQQtbmQyWZ6X+IuaR48ewc/PDwcOHECrVq30aqtHjx6oXbs2xo8fr3MbOfvv4cOHCAwMxIULF1QGOlPu8joHx44di/j4ePzvf//Ldf+8fpY1/ftd9M98KpZkMiAmRj7Gxcws70Rm5EggPV1+62n06MJLZIgof//++y927NiBqKgonDx5Er169UJAQIBiTIo+fvjhB7VPFVHR4enpme/tKkPgAGAqUhIS5I9Sa7Ko45498ll5y5Qp+LiICsvMmTMxc+ZMtduaNm1qcitdS6VSTJgwAffu3YOjoyMaN26MtWvXGuRKpr+/v8r4DCpaxo4dWyjHYTJDRieTAWlpwMuXQI6n+dSKjgYcHABHRy7oSO+moUOHokePHmq3FfS6TQWhTZs2aNOmjbHD0EhAQECuj5NT0cZkhowmORm4ehV4a7oEtbKnR9BmMUgiU+Tq6gpXV1djh0FkUjhmhgpdZCTQt6/8CkteiczevW8G/2q6GCQRERU/vDJDheLuXeDLL+W3ia5cybtuRob80WsmL0REpAlemaEClZQE/PGHfM2jPXtyT2RGjXpzFcbSkokMERFpjldmqED88w8wZQqQ34ShmZkcyEtERPrhlRkymCtX3iwv0K5d7olMpUraTYRHRESUFyYzpLddu+QJTPXqeS8vEB0tT2CuXy+82IhIN/fv38f06dORZKxlyIm0wGSGdHbunDyJ+f9lTnKVfRWmVKnCiYuI9JORkYEePXrAzc1Noxl2AwICsGDBgoIPjCgXTGZIK5mZ8tl5K1QA6tfPvd7p02+SGCJ6QyKR5PkVGhpa4DGEhoaic+fOuW4fM2YMWrdujc8//1yj9s6ePYvBgwcbKDoi7XEAMGnk6lWgWrX86zVrBhw5UvDxEJmqmJgYxfcbN27ElClTcPPmTUVZUZjl95dfftGoXkZGBqysrODh4VHAEb05FpE6vDJDuUpPB6ZPl99Kyi+RycyUX4VhIkOUN29vb8WXs7MzJBKJSll+Hj9+jJ49e8LFxQUeHh7o3bs37t+/DwC4ceMG7OzssG7dOkX9rVu3wsbGBpGRkQgLC8Pq1auxfft2xdWgw4cPq7Tr5uaGTp06KdoF3lzRmTVrFnx9fVGhQgUAqreZ4uPjMXjwYHh6esLJyQktW7bEpUuXVNrJaeTIkWjevLnidfPmzTF8+HCMHj0a7u7uaN26NQDg2rVrCAkJgYODA7y8vNC3b1+8ePFCg56ndxmTGVIhhHz1aRsbYPLk3OslJ/OpJCpahBBIzkg2yldhremTkpKCFi1awMHBAUePHsXRo0dhb2+PkJAQZGRkoFKlSpg3bx6++OILPHjwAE+ePMGgQYMwe/ZsVK9eHV9//TV69OiBtm3bIiYmBjExMWjcuLFKu8ePH4eDgwPatm2LjIwMxfEPHjyI69evY//+/di1a5faz6B9+/aIjY1FeHg4IiIiUKdOHbRq1QqvXr3S6r2uXr0aFhYWOHHiBJYuXYqYmBgEBQWhVq1aOHfuHP755x88ffo017WsqPjgbSZSiIsDmjTJ/2mjxET5UgRERU2KNAUOs4xzciaNT4K9lX2BH2fDhg0wMzPDsmXLIJFIIJPJ8OuvvyIgIACHDx9GcHAwvvjiC4SHh6Nv376wsrJC3bp1MWLECACAg4MDbG1tkZ6eDm9vb0W7f/75p1K7ALBy5UqUKFFC0S4A2NvbY9myZbne8jl06BAiIyPx7NkzWFtbAwDmzZuHbdu24a+//tJqbE25cuUwd+5cxespU6agTp06SquKr1ixAn5+frh165biShEVP0xmCFFRQMWK+dc7fx6oXbvg4yGi3EVERODOnTtwdHRUKk9LS8Pdu3cVr1esWIEKFSrAzMwMV65cUSQo+rZbvXr1PMeuREREICkpCW5ubkrlqampSu1ool69eiptHzp0SO0TVnfv3mUyU4wxmSnGDhyQoHPnTvnWy8iQLzFAVNTZWdohabxx5kWxs7QrlOPIZDLUrVsXa9euVbxOSkpSjCHJdunSJSQnJ8PMzAyxsbHw9fXVqt2ccg7wtbfP++qTTCaDj4+PYhxOTiVKlAAAmJmZqdyWk0qlKvXfPpZMJkPHjh0xZ84clbo+Pj55xkXvNiYzxUxcHODqmv0q748/Oppzw5BpkUgkhXKrx5jq1KmDjRs3KgbXymQyJCQkwMnJCWZm8mGQr169QmhoKCZOnIjY2Fj06dMH58+fVzwpZWVlhaysrDzb1Se+2NhYWFhYICAgQG0dDw8PXHlrobaLFy/CMp//NdWpUwdbtmxBQEAALCz454ve4ADgYmTu3JyJjHrLlwMyGSe5Iyqq+vTpA3d3d3Tq1AnHjh1DVFQUTpw4gZEjR+LRo0cAgKFDh8LPzw+TJk3C/PnzIYTA119/rWgjICAAly9fxs2bN/HixQtIpVK17R45cgQjRoxQtKuJDz74AI0aNULnzp2xd+9e3L9/HydPnsSkSZNw7tw5AEDLli1x7tw5rFmzBrdv38bUqVNVkht1hg0bhlevXuHjjz/GmTNncO/ePezbtw8DBgxQSc6oeGEyUwxMmCB/vPqbb3KvExUlT2AGDOCK1URFmZ2dHY4ePYrSpUujS5cuqFq1KoYPH47U1FQ4OTlhzZo1CA8Pxx9//AELCwvY2dlh7dq1WLZsGcLDwwEAgwYNQsWKFVGvXj14eHjgxIkTKu1WrlwZAwYMULSrKYlEgvDwcDRr1gwDBgxAhQoV0KtXL9y/f19xG6xNmzaYPHkyxo0bh/r16yMxMRGffvppvm37+vrixIkTyMrKQps2bVCtWjWMGDECzs7OiqtSVDxJRGE9T2hECQkJcHZ2Rnx8vF6XT03N6NHATz/lXefPP8PRo0frfC/vknpSqRTh4eEICQlhH+pAn/5LS0tDVFQUAgMDYWNjU0ARFn3qbjOR5th/+tO3D/P6Wdb07zc/uXfQunXyqyu5JTKbN8uvwmRkSOHgoDrojoiIyJQwmXmHCCFPYvr0Ub99wgR5nW7dCjcuItLczJkz4eDgoParXbt2xg6PqEjicPB3RGIikNcdtMWLAQ3XjCMiIxo6dGiuM9oWhXWbiIoiJjPvgLzGxrx6Bbi4FG48RKQ7V1dXuOb32CERKWEyY4KkUiC/xWPj4/O+UkNERPSuYDJjYiwsgPymU0hIAN6akZyIiOidxQHAJuL6dfng3rwSmS5d5AN8mcgQEVFxwmTGBHTsCFSpon6bRAL8+ad86YEtWwo3LiIioqKAyUwR1rmzPFnZtUt1W3i4fNkBmUz+KDaXHiCid1l8fDy+++47PHnyxNihUBHEZKYImjVLnsRs3666bd48eQLTrh2XHSAi9cLCwlCrVi2d92/WrBnWrVuncf379+9DIpHg4sWLOh/zbRKJBNu2bVO8dnZ2hqOjI3r16oXMzEyDHWfs2LH4Jq+1XsgkMJkpIlatkicnEol8cjt1Vq4ExoxhEkNkyiQSSZ5foaGheh/j66+/xsGDB3Xad9euXYiNjUWvXr30jkMfMTExKpMEjho1CvXq1cOE3H5J6mDs2LFYt24doqKiDNYmFT4+zWRkmzYBPXvmXWfwYGDhQqAYLz9D9M6IiYlRfL9x40ZMmTIFN2/eVJQZYmK87BmDc5ORkQGrXOZ3+Pnnn9G/f3+jr1Pk7e2ttnz+/Pka7Z/Xe8zJ09MTLVq0wNKlSzF37lytYqSig1dmjCQpSX6FJa9E5t9/gcxMYOlSJjJE7wpvb2/Fl7OzMyQSiUpZfr755htUqFABdnZ2KFeuHGbMmAGp9M06a2/fZgoNDUXnzp0xa9Ys+Pr6okKFCmrbffHiBQ4cOIAPP/xQqfzGjRt4//33YWNjgypVquDAgQMqt4FyysrKwsCBAxEYGAhbW1tUrFgRCxcuVKm3YsUKVK1aFdbW1vDx8cHw4cMV295u//Hjx+jZsydcXFzg6uqKDh064M6dO/m+x5z7ubm5oVOnTrh//75SHO3atcOGDRvUvhcyDbwyU8iEAB4/Bvz81G+/cEE+l0yVKgAXcCXSkhBAVopxjm1uV2j3gB0dHbFq1Sr4+vri0qVLGDx4MNzd3fMc+3Hw4EE4OTlh//79EEKorXP8+HHY2dmhcuXKijKZTIbOnTujdOnS+O+//5CYmIgxY8bkGZ9MJkOpUqWwadMmuLu74+TJkxg8eDB8fHwUSzUsWbIEo0ePxuzZs9GuXTvEx8fjxIkTattLSUlBixYt0KJFCxw7dgzm5uaYNWsW2rRpg6tXrypWWn77PWbv17RpUxw9ehQWFhaYPn062rZti8uXLyuu3NSpUwfR0dF48OAB/P3983xvVDQV+WQmLCwM06ZNUyrz8vJCbGyskSLSTXw8MHEi8Ouv6rd37AisWAG4uxduXETvlKwUYFPut1cKVI8kwMK+UA41adIkxfelS5fGsGHDsHnz5jyTGXt7eyxbtizPWy/379+Hl5eX0i2mffv24e7duzh8+LDi1s+MGTPQunXrXNuxtLRU+r0dGBiIkydPYtOmTYpkZvr06RgzZgxGjBihqFe/fn217W3YsAGWlpZYunSpomz58uVwcXHBv//+i5CQELXvccWKFTAzM8OyZcsg+f9Ec+XKlShRogQOHz6M4OBgAICPj4/i/TOZMU1FPpkBgKpVq+LAgQOK1+bm5kaMRnvduuU+B8z8+UDfvkxiiEhzf/31FxYsWIA7d+4gKSkJmZmZcMpn/ZLq1avnO4YkNTVVcZUj282bN+Hn56c0huW9997LN8bffvsNy5Ytw4MHD5CamoqMjAzFra9nz57hyZMnaNWqVb7tAEBERASuXbumSEhyunfvnuL7t99jREQE7ty5A8e3ZhJNS0vD3bt3Fa+zxymlpBjpqh7pzSSSGQsLi1wHgxlbZqZ8Vl6pVP4VECBfTkATW7cCH31UoOERFS/mdvIrJMY6diE4ffo0evXqhWnTpqFNmzZwdHTEmjVr8Gtul33/n719/leN3N3dERcXp1QmhFCbRORl06ZNGDVqFH788Uc0atQIjo6O+OGHH/Dff/8B0H6Qs0wmQ7NmzXDkyJE86739HmUyGerWrYu1a9eq1PXw8FB8n/2ec5aRaTGJZOb27dvw9fWFtbU1GjRogJkzZ6JMmTK51k9PT0d6erridcL/ZxdSqVRpkJy+Dh+WIDhY+y5MT5fHIJHIEyBjye4LQ/ZJccM+1I8+/SeVSiGEgEwmg0wme7PBTP+ngXQihPxLC9lxK8Wfj+PHj8Pf3x/jx4///8MKREdHK7WTPSYm5+vsvspLzZo1ERsbi5cvX8LFxQUAUKFCBTx8+BAxMTHw8vICAEVSkt33Od+HTCbD0aNH0bhxYwwdOlTRdvaVEJlMBnt7ewQEBODAgQMICgrKNZ7s9mrVqoV169bhxYsXua4oru491qpVCxs3boS7u7vaK1cymQxCCFy/fh2WlpaoXLmyVp8FyWWfb5qcY+pkfw5SqVTlzoumvxuKfDLToEEDrFmzBhUqVMDTp08xffp0NG7cGFevXoWbm5vafWbNmqUyzgaQ3/u1szPc/546d+6kVf1Vq/6Bs3M69uwxWAgGsX//fmOHYPLYh/rRpf+yr9gmJSUhIyOjAKIqeGlpaRBCKP7DpQlfX188fPgQK1euRJ06dbBv3z7s2rVLqZ309HRkZWUp/UcuMzMz3+OULVsW7u7u2L9/P9q2bQtA/js4MDAQffv2RVhYGJKSkjB58mRF/AkJCUhKkl8NS05ORkJCAkqVKoU1a9bg77//hr+/PzZu3IgzZ87A399fEcO4ceMwevRoODk54YMPPkBSUhL+++8/DB48WBFPamoqEhIS0LFjR/zwww/o0KEDJk+ejFKlSiE6OhpbtmzB6NGj4efnp/Y9Zu/XsWNHjB8/HiVLlsSjR4+wc+dOfPnllyhZsiQA4NSpU2jUqJHB/8Nb3CQmJuq0X0ZGBlJTU3H06FGVCRE1vfVX5JOZnJMmVa9eHY0aNULZsmWxevVqjB49Wu0+48ePV9qWkJAAPz8/BAcH53tf2RBevpTCxubNJHgAIE82Nbs/XFikUin279+P1q1bw9LS0tjhmCT2oX706b+0tDRER0fDwcFBZZyHqbCxsYFEItHq91KvXr1w4cIFfPPNN0hPT0dISAjGjh2LOXPmKNqxtraGubm54rWlpSUsLCw0Os6AAQOwbds2xUBdANi2bRsGDx6MVq1aoUyZMpgzZw46deoEFxcXODk5Kea0sbe3h5OTE0aMGIEbN25g4MCBkEgk6NWrF7744gv8888/ihiGDBkCAFi4cCEmT54Md3d3dO3aVSlGW1tbODk5wcnJCUePHsW3336L0NBQJCYmomTJkmjZsiX8/Pzg5OSk9j3m3K9fv35K+5UsWRJOTk4QQmDLli2YNm1aofx9eBcJIZCYmAhHR0etb0kC8p9lW1tbNGvWTOVnWdNEXyJye0avCGvdujXKlSuHJUuWaFQ/ISEBzs7OiI+P58mag1QqRXh4OEJCQviHWEfsQ/3o039paWmIiopCYGCgySYzhiCTyZCQkAAnJyeDTHT39OlTVK1aFREREbk+2XPixAm8//77uHPnDsqWLav3MY1p586dGDt2rNKj2qQdfc/BvH6WNf37XeSvzLwtPT0d169fR9OmTY0dChHRO8fLywvLly/Hw4cPFcnM33//DQcHB5QvXx537tzBiBEj0KRJE5NPZAD5rbFFixbBwsLk/hxSDkV+Wravv/4aR44cQVRUFP777z9069YNCQkJ6Nevn7FDIyIyuJkzZyqWI3j76+21igpKp06dlP7DmJiYiC+++AKVKlVCaGgo6tevj+3qVsI1QT169EC9evWMHQbpqcinoo8ePcLHH3+MFy9ewMPDAw0bNsTp06c5sRERvZOGDh2qNF4lJ0Os26SLTz/9FJ9++qlRjk2kiSKfzHC9DCIqTlxdXXN9/JiI1Cvyt5mIiIiI8sJkhohMmgk+kElEORjiZ5jJDBGZpOxHubmeDpFpy/4Z1md6iyI/ZoaISB1zc3OUKFECz549AwDY2dnpNGGXqZPJZMjIyEBaWppB5pkpbth/+tO1D4UQSElJwbNnz1CiRAm9FpFmMkNEJit7AdrshKY4EkIgNTUVtra2xTKZ0xf7T3/69mGJEiX0XkyayQwRmSyJRAIfHx94enoW2zV1pFIpjh49imbNmnEWah2w//SnTx9aWlrqdUUmG5MZIjJ55ubmBvmFaIrMzc2RmZkJGxsb/jHWAftPf0WhD3mDkIiIiEwakxkiIiIyaUxmiIiIyKQVizEz2RPyJCQkGDmSokUqlSIlJQUJCQm8V6wj9qF+2H/6Yx/qh/2nv4Lsw+y/2/lNrFcskpnExEQAgJ+fn5EjISIiIm0lJibC2dk51+0SUQzmApfJZHjy5AkcHR05j0AOCQkJ8PPzQ3R0NJycnIwdjkliH+qH/ac/9qF+2H/6K8g+FEIgMTERvr6+eU7IVyyuzJiZmaFUqVLGDqPIcnJy4g+xntiH+mH/6Y99qB/2n/4Kqg/zuiKTjQOAiYiIyKQxmSEiIiKTxmSmGLO2tsbUqVNhbW1t7FBMFvtQP+w//bEP9cP+019R6MNiMQCYiIiI3l28MkNEREQmjckMERERmTQmM0RERGTSmMwQERGRSWMyY0KWLFmCGjVqKCYmatSoEfbs2aPYHhoaColEovTVsGFDpTbS09Px5Zdfwt3dHfb29vjwww/x6NEjpTpxcXHo27cvnJ2d4ezsjL59++L169dKdR4+fIiOHTvC3t4e7u7u+Oqrr5CRkVFg770gzJo1CxKJBCNHjlSUCSEQFhYGX19f2Nraonnz5rh69arSfuzDN9T1Ic/DvIWFhan0j7e3t2I7z8G85dd/PP808/jxY3zyySdwc3ODnZ0datWqhYiICMV2kzsPBZmMHTt2iN27d4ubN2+KmzdvigkTJghLS0tx5coVIYQQ/fr1E23bthUxMTGKr5cvXyq1MXToUFGyZEmxf/9+cf78edGiRQtRs2ZNkZmZqajTtm1bUa1aNXHy5Elx8uRJUa1aNdGhQwfF9szMTFGtWjXRokULcf78ebF//37h6+srhg8fXjgdYQBnzpwRAQEBokaNGmLEiBGK8tmzZwtHR0exZcsWERkZKXr27Cl8fHxEQkKCog77UC63PuR5mLepU6eKqlWrKvXPs2fPFNt5DuYtv/7j+Ze/V69eCX9/fxEaGir+++8/ERUVJQ4cOCDu3LmjqGNq5yGTGRPn4uIili1bJoSQ/xB36tQp17qvX78WlpaWYsOGDYqyx48fCzMzM/HPP/8IIYS4du2aACBOnz6tqHPq1CkBQNy4cUMIIUR4eLgwMzMTjx8/VtRZv369sLa2FvHx8YZ8ewUiMTFRlC9fXuzfv18EBQUp/hDLZDLh7e0tZs+eraiblpYmnJ2dxW+//SaEYB9my60PheB5mJ+pU6eKmjVrqt3GczB/efWfEDz/NPHNN9+I999/P9ftpnge8jaTicrKysKGDRuQnJyMRo0aKcoPHz4MT09PVKhQAYMGDcKzZ88U2yIiIiCVShEcHKwo8/X1RbVq1XDy5EkAwKlTp+Ds7IwGDRoo6jRs2BDOzs5KdapVqwZfX19FnTZt2iA9PV3pMmVRNWzYMLRv3x4ffPCBUnlUVBRiY2OV+sfa2hpBQUGK984+lMutD7PxPMzb7du34evri8DAQPTq1Qv37t0DwHNQU7n1Xzaef3nbsWMH6tWrh+7du8PT0xO1a9fG77//rthuiudhsVho8l0SGRmJRo0aIS0tDQ4ODvj7779RpUoVAEC7du3QvXt3+Pv7IyoqCpMnT0bLli0REREBa2trxMbGwsrKCi4uLkptenl5ITY2FgAQGxsLT09PleN6enoq1fHy8lLa7uLiAisrK0WdomrDhg04f/48zp49q7ItO/a335uXlxcePHigqMM+zL0PAZ6H+WnQoAHWrFmDChUq4OnTp5g+fToaN26Mq1ev8hzUQF795+bmxvNPA/fu3cOSJUswevRoTJgwAWfOnMFXX30Fa2trfPrppyZ5HjKZMTEVK1bExYsX8fr1a2zZsgX9+vXDkSNHUKVKFfTs2VNRr1q1aqhXrx78/f2xe/dudOnSJdc2hRCQSCSK1zm/16dOURMdHY0RI0Zg3759sLGxybXe2+9Bk/fFPnyD52He2rVrp/i+evXqaNSoEcqWLYvVq1crBqryHMxdXv03evRonn8akMlkqFevHmbOnAkAqF27Nq5evYolS5bg008/VdQzpfOQt5lMjJWVFcqVK4d69eph1qxZqFmzJhYuXKi2ro+PD/z9/XH79m0AgLe3NzIyMhAXF6dU79mzZ4rM2NvbG0+fPlVp6/nz50p13s6Y4+LiIJVKVTLsoiQiIgLPnj1D3bp1YWFhAQsLCxw5cgQ///wzLCwsFLG//d7e7h/2Ye59mJWVpbIPz8O82dvbo3r16rh9+7biqRyeg5rL2X/q8PxT5ePjo7iin61y5cp4+PAhAJjkechkxsQJIZCenq5228uXLxEdHQ0fHx8AQN26dWFpaYn9+/cr6sTExODKlSto3LgxAKBRo0aIj4/HmTNnFHX+++8/xMfHK9W5cuUKYmJiFHX27dsHa2tr1K1b1+Dv0VBatWqFyMhIXLx4UfFVr1499OnTBxcvXkSZMmXg7e2t1D8ZGRk4cuSI4r2zD/PuQ3Nzc5V9eB7mLT09HdevX4ePjw8CAwN5DmopZ/+pw/NPVZMmTXDz5k2lslu3bsHf3x8ATPM81HioMBnd+PHjxdGjR0VUVJS4fPmymDBhgjAzMxP79u0TiYmJYsyYMeLkyZMiKipKHDp0SDRq1EiULFlS5VG6UqVKiQMHDojz58+Lli1bqn2UrkaNGuLUqVPi1KlTonr16mofpWvVqpU4f/68OHDggChVqpRJPJL4trefxJk9e7ZwdnYWW7duFZGRkeLjjz9W+zgi+/CNnH3I8zB/Y8aMEYcPHxb37t0Tp0+fFh06dBCOjo7i/v37Qgieg/nJq/94/mnmzJkzwsLCQsyYMUPcvn1brF27VtjZ2Yk///xTUcfUzkMmMyZkwIABwt/fX1hZWQkPDw/RqlUrsW/fPiGEECkpKSI4OFh4eHgIS0tLUbp0adGvXz/x8OFDpTZSU1PF8OHDhaurq7C1tRUdOnRQqfPy5UvRp08f4ejoKBwdHUWfPn1EXFycUp0HDx6I9u3bC1tbW+Hq6iqGDx8u0tLSCvT9F4S3kxmZTCamTp0qvL29hbW1tWjWrJmIjIxU2od9qCxnH/I8zF/2fB2WlpbC19dXdOnSRVy9elWxnedg3vLqP55/mtu5c6eoVq2asLa2FpUqVRL/+9//lLab2nkoEUIIza/jEBERERUtHDNDREREJo3JDBEREZk0JjNERERk0pjMEBERkUljMkNEREQmjckMERERmTQmM0RERGTSmMwQEQFYvnw5goODNaq7aNEifPjhhwUcERFpipPmEZHO8lvVtl+/fli1alXhBKOH9PR0lClTBhs2bEDTpk01qh8QEIDNmzfj/fffL4QIiSgvFsYOgIhMV87F4TZu3IgpU6YoLWBna2trjLC0tmXLFjg4OGiUyACAtbU1evfujV9++YXJDFERwNtMRKQzb29vxZezszMkEolS2dGjR1G3bl3Y2NigTJkymDZtGjIzMxX7SyQSLF26FB06dICdnR0qV66MU6dO4c6dO2jevDns7e3RqFEj3L17V7FPWFgYatWqhaVLl8LPzw92dnbo3r07Xr9+rahz+PBhvPfee7C3t0eJEiXQpEkTPHjwINf3sWHDBpXbRvm18eGHH2Lbtm1ITU01QE8SkT6YzBBRgdi7dy8++eQTfPXVV7h27RqWLl2KVatWYcaMGUr1vv/+e3z66ae4ePEiKlWqhN69e2PIkCEYP348zp07BwAYPny40j537tzBpk2bsHPnTvzzzz+4ePEihg0bBgDIzMxE586dERQUhMuXL+PUqVMYPHhwnrfEjh07hnr16ilea9JGvXr1IJVKcebMGb37ioj0pNWylEREuVi5cqVwdnZWvG7atKmYOXOmUp0//vhD+Pj4KF4DEJMmTVK8PnXqlAAgli9frihbv369sLGxUbyeOnWqMDc3F9HR0YqyPXv2CDMzMxETEyNevnwpAIjDhw9rFHdcXJwAII4ePaoo07QNFxcXsWrVKo2OQ0QFh1dmiKhARERE4LvvvoODg4Pia9CgQYiJiUFKSoqiXo0aNRTfe3l5AQCqV6+uVJaWloaEhARFWenSpVGqVCnF60aNGkEmk+HmzZtwdXVFaGgo2rRpg44dO2LhwoVKY3veln2byMbGRlGmaRu2trZK74WIjIPJDBEVCJlMhmnTpuHixYuKr8jISNy+fVspcbC0tFR8n30bR12ZTCbL9VjZdbL/XblyJU6dOoXGjRtj48aNqFChAk6fPq12Xzc3N0gkEsTFxSmVa9LGq1ev4OHhkW9fEFHBYjJDRAWiTp06uHnzJsqVK6fyZWam36+ehw8f4smTJ4rXp06dgpmZGSpUqKAoq127NsaPH4+TJ0+iWrVqWLdundq2rKysUKVKFVy7dk1lW15t3L17F2lpaahdu7Ze74WI9MdkhogKxJQpU7BmzRqEhYXh6tWruH79OjZu3IhJkybp3baNjQ369euHS5cu4dixY/jqq6/Qo0cPeHt7IyoqCuPHj8epU6fw4MED7Nu3D7du3ULlypVzba9NmzY4fvy44rUmbRw7dgxlypRB2bJl9X4/RKQfzjNDRAWiTZs22LVrF7777jvMnTsXlpaWqFSpEj777DO92y5Xrhy6dOmCkJAQvHr1CiEhIVi8eDEAwM7ODjdu3MDq1avx8uVL+Pj4YPjw4RgyZEiu7Q0aNAh16tRBfHw8nJ2dNWpj/fr1GDRokN7vhYj0xxmAicikhIWFYdu2bbh48aJB2+3Ro4fitlJ+rly5glatWuHWrVtwdnY2aBxEpD3eZiIiAvDDDz/AwcFBo7pPnjzBmjVrmMgQFRG8zUREBMDf3x9ffvmlRnU1XZCSiAoHbzMRERGRSeNtJiIiIjJpTGaIiIjIpDGZISIiIpPGZIaIiIhMGpMZIiIiMmlMZoiIiMikMZkhIiIik8ZkhoiIiEwakxkiIiIyaf8HB7QxOTbPq2QAAAAASUVORK5CYII=", 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ISEjArl278PvvvxfbNzAwEK+99hrGjBmD48ePo2PHjnBwcMCtW7dw+PBhNG7cGG+88QYeP36MIUOGoGbNmvjyyy9hY2ODrVu3okWLFhgzZgx27typtl9LS0v06NED06ZNQ15eHhYtWoT09HTMnTtX1WbhwoXo0aMHunTpgnfeeQc2Njb48ssvcfbsWWzatKnQKY3S1KhRA/PmzcOHH36Iq1evolevXqhcuTL++ecfxMbGwsHBQe39NeHk5AQ/Pz/88MMP6NatG1xdXVG1atUi747r6OiIFStWICQkBA8ePMCgQYPg7u6Ou3fv4q+//sLdu3exatUqrd4fACpVqoSXX34ZUVFRePjwId555x1YWPx7hv/06dOYPHkyBg8ejBdeeAE2Njb4/fffcfr0abz//vvF7tfCwgIff/wxxo0bh5dffhnjx4/Hw4cPER4eXug0k6bHvCFoeoxqOv5paWno0qULhg8fjnr16sHJyQlxcXH49ddfMXDgQIN9DjJxxk5TRLoq7v/4n/f8zIwQQty/f19MmDBBeHl5CSsrK+Hn5ydmzpxZaGbl4cOHIiwsTFSqVEnY29uLHj16iL///rvIK2QSExNFWFiYqFatmrC2thZubm6iffv24j//+Y9aGzw3M6Np35J88803om3btsLBwUHY2dmJ2rVri9GjR4vjx48LIYQYOXKksLe3V7u8WQghvvvuOwFAfP7552r1LVq0SMydO1f4+PgIGxsb0bx5c7F79+5C73vo0CHRtWtX1fu2a9dO7Nq1S62NpjMzBXbu3Cm6dOkinJ2dhUKhEH5+fmLQoEFql+ZqOjMjhBD79u0TzZs3FwqFQgBQzS4UN7ty8OBB0bdvX+Hq6iqsra1FtWrVRN++fcV3331X6DNpMjMjhBB79uwRAAQAcenSJbXX/vnnHxEaGirq1asnHBwchKOjo2jSpIn4/PPP1a40K05ERIR44YUXhI2NjahTp4745ptvREhIiNrMjBCaH/OQeWamQGnHaIHSxj8rK0tMmDBBNGnSRDg7Ows7OztRt25dMWfOHPH48eNSx4vKJ0kIIco+QhGRKbp27Rpq1qyJJUuW4J133jF2OUREGuHVTERERGTWGGaIiIjIrPE0ExEREZk1zswQERGRWWOYISIiIrPGMENERERmrULcNC8vLw83b96Ek5OT1jfyIiIiIuMQQiAjIwPe3t5qN5t8XoUIMzdv3oSvr6+xyyAiIiIdJCcnw8fHp9jXK0SYKXiUfXJyMpydnY1cjelQKpXYs2cPevbsCWtra2OXY5Y4hvrh+OmPY6gfjp/+DDmG6enp8PX1Vf07XpwKEWYKTi05OzszzDxDqVTC3t4ezs7O/EusI46hfjh++uMY6ofjp7+yGMPSlogYfQHwH3/8geDgYHh7e0OSpEIPvHvW66+/DkmSsGzZsjKrj4iIiEyb0cPM48eP0bRpU6xcubLEdjt37sSxY8fg7e1dRpURERGROTD6aabevXujd+/eJba5ceMGJk+ejN27d6Nv375lVBkRERGZA6OHmdLk5eVh1KhRePfdd9GwYUON+mRnZyM7O1v1fXp6OoD883pKpbLIPrm5ucjJyUFFerpDTk4OrKys8OjRI1hZmfyhYJI4hvopafwkSYKVlRUsLS2NVJ15KPidVtzvNioZx09/hhxDTfdp8r99Fy1aBCsrK7z11lsa91m4cCHmzp1baPuePXtgb29faLuTkxOcnJxKvIa9vPL09MTVq1eNXYZZ4xjqp6Txy8vLQ0ZGBjIyMsq4KvOzd+9eY5dg1jh++jPEGGZmZmrUzqTDzIkTJ7B8+XKcPHlSq5vdzZw5E9OmTVN9X3BpV8+ePQtdzfTPP/8gPT0dbm5usLe3r1A31RNC4PHjx3BwcKhQn1tOHEP9lDR+QghkZmbi7t27qFOnDjw8PIxUpWlTKpXYu3cvevTowatxdMDx058hx7DgzEppTDrMHDp0CHfu3EH16tVV23JzczF9+nQsW7YM165dK7KfQqGAQqEotN3a2lptoHNzc5GRkQEPDw9UqVJF9vpNXV5eHpRKJezs7CrkrJQcOIb6KW38HBwcYGFhgTt37sDLy4unnErw/O830g7HT3+GGENN92fSYWbUqFHo3r272ragoCCMGjUKY8aM0Xv/Befiijr1RESmoeDvp1KpZJghoiIZPcw8evQICQkJqu8TExMRHx8PV1dXVK9evdCMibW1NTw9PVG3bl3ZauDpASLTxb+fRFQao8+LHz9+HM2bN0fz5s0BANOmTUPz5s0xe/ZsI1dGpYmKisIvv/xi7DLMXnx8PJYsWYKcnBxjl0JEZJaMHmY6d+4MIUShr6ioqCLbX7t2DVOnTi3TGqmw7du3Y/HixWjXrp1q27Vr1yBJEuLj441XmJYiIyPRs2dPo71/amoqBg0ahPr162t0aXdpd8k2dQcOHIAkSXj48CEAIDo6Gh07dkReXp5xCyMis2b0MEPakySpxK/Q0FCDvv/Vq1fx0Ucf4ZdffkHlypUN+l6GlJ2djdmzZ2PWrFlGeX8hBEJDQzFjxgz069dPoz63bt0q9SaTZSEqKgqVKlXSez/9+vWDJEnYuHGj/kURUZmJiwNcXABJAmxsLDBgQD8Y89GHRl8zQ9q7deuW6s9btmzB7NmzcfHiRdU2Ozs7g75/rVq1cP78eYO+R1nYtm0bHB0d0aFDB6O8vyRJ+OGHHzRq+/TpU9jY2MDT09PAVZW9ESNG4IsvvsDo0aONXQoRaSA0FFi37tkt+Qvzs7IsIEmAMe49y5kZGaWkAPv35//XkDw9PVVfLi4ukCSp0LaSFJwO2rp1K3r37g0HBwe0bt0aly5dQlxcHFq1agVHR0f06tULd+/eVeu7du1a1K9fH7a2tqhXrx6+/PLLYt8nNzcXY8eORc2aNWFnZ4e6deti+fLlam1CQ0MxYMAAfPrpp/Dy8kKVKlUwadIktbs+3rp1C3379oWdnR1q1qyJjRs3okaNGmoPHE1LS8Nrr70Gd3d3ODs7o2vXrvjrr79KHIfNmzejf//+hbaX9BnDwsLQpEkT1R2mlUolOnfujJEjR6qN7ebNm9G+fXvY2tqiYcOGOHDggNp7nD9/Hn369IGjoyM8PDwwatQo3Lt3T/V6586dMXnyZEybNg1Vq1ZFjx49AKifZnr259ihQwfY2dnJ8nMs2O/27dvRpUsX2Nvbo2nTpjhy5AiA/FNFY8aMQVpammo2MDw8HACwYcMGtGrVCk5OTvD09MTw4cNx586dEn8OvXr1QmxsLG88SGRiUlKAVauAHj2AKlXyZ2Ek6fkg86z8xfoG/v/pookKIC0tTQAQaWlpatufPHkizp8/L548eaL3e0RECGFhIQSQ/9+ICL13qZG1a9cKFxcXrfokJiYKAKJevXri+++/F2fPnhXt2rUTLVq0EJ07dxaHDx8WJ0+eFP7+/mLChAmqfmvWrBFeXl5i27Zt4urVq2Lbtm3C1dVVREVFqe331KlTQgghnj59KmbPni1iY2PF1atXxYYNG4S9vb3YsmWLap8hISHC2dlZTJgwQVy4cEHs2rVL2NvbizVr1qjadO/eXTRr1kwcPXpUnDhxQnTq1EnY2dmJzz//XAghRF5enggMDBTBwcEiLi5OXLp0SUyfPl1UqVJF3L9/v9hxqFSpkti8ebPattI+Y0ZGhqhVq5aYOnWqEEKIGTNmCB8fH/HgwQO1MfDx8RHff/+9OH/+vBg3bpxwcnIS9+7dE0IIcfPmTVG1alUxc+ZMceHCBXHy5EnRo0cP0aVLF1UdnTp1Eo6OjuLdd98Vf//9t7hw4YIQQggAYseOHYV+jr/++qs4f/68rD/HevXqiejoaHHx4kUxaNAg4efnJ5RKpcjOzhbLli0Tzs7O4tatW+LWrVsiIyNDCCFEZGSk+Pnnn8WVK1fEkSNHRLt27UTv3r1V771//34BQKSmpgohhMjNzRWpqanC3d1d9f7Pk/PvaXn09OlTsXPnTvH06VNjl2KWOH5Fi4jI//dM1y+5FPfv9/MYZmT4JZmc/G+QKfiytMzfbmj6hJk1a9aI1NRUkZubKzZt2iQAiN9++03VbuHChaJu3bqq7319fcXGjRvV9vXxxx+LgIAAtf0WhJmiTJw4Ubzyyiuq70NCQoSfn5/IyclRbRs8eLAYOnSoEEKICxcuCAAiLi5O9frly5cFAFWY+e2334Szs7PIyspSe6/atWuL1atXF1lHamqqACD++OMPte2lfUYhhIiJiRHW1tZi1qxZwsrKSkRHR4vc3Fy1Mfjkk09U7ZVKpfDx8RGLFi0SQggxa9Ys0bNnT7X3SE5OFgDExYsXhRD5YaZZs2aF6i4qzEQ8k5zl/Dk+u99z584JAKpQpelxFxsbKwCowk5xYaZ58+YiPDy8yH0wzJSM/xjrh+P3r+RkITp31i/EAEJYWclXk6ZhhmtmZHD5MvD8xRi5uUBCAuDjY5yaNNGkSRPVnwtuFd+4cWO1bQWnCO7evYvk5GSMHTsW48ePV7XJyckp8bTWV199hYiICFy/fh1PnjzB06dP0axZM7U2DRs2VLsZmpeXF86cOQMAuHjxIqysrNCiRQvV6/7+/moLj0+cOIFHjx4VuifRkydPcOXKlSLrevLkCQDA1tZWtU3TzxgQEIB33nkHH3/8MWbMmIHAwMBC+w8ICFD92crKCq1atcKFCxdU9e7fvx+Ojo6F+l25cgV16tQBALRq1arI2p9nqJ/js/v18vICANy5cwf16tUrtpZTp04hPDwc8fHxePDggeoqpaSkJDRo0KDYfnZ2dho/g4WI5BcZCYwbJ8++NLyeQVYMMzJ44QXAwkI90FhaAv7+xqtJE8/eJrrgxmTPbyv4x6jgv19//TXatm2rtp/i7sq6detWvP322/jss88QEBAAJycnLFmyBMeOHSu2juffVxSzkuzZ7Xl5efDy8iq0LgVAsVfcVKlSBZIkITU1VW0/mnzGvLw8/Pnnn7C0tMTly5eL3H9RCsY4Ly8PwcHBWLRoUaE2BaEByL+VvyYM9XMsar8lXUL9+PFj9OzZEz179sSGDRvg5uaGpKQkBAUF4enTpyV+hgcPHsDNza3ENkRkGCkp8gUZAHjpJfn2pSmGGRn4+ABr1gCvv54/I2NpCaxebdqzMtry8PBAtWrVcPXqVYwYMUKjPocOHUL79u0xceJE1bbiZkqKU69ePeTk5ODUqVNo2bIlACAhIUF1nxIAaNGiBW7fvg0rKyvUqFFDo/3a2NigQYMGOH/+vOo+M5p+xiVLluDChQs4ePAggoKC8N///hdvvPGGWpujR4+iY8eOAPJnPU6cOIHJkyer6t22bRtq1Kih0b1l5KTLz7EoNjY2yM3NVdv2999/4969e/jkk0/g6+sLIP+mmKXJysrClStXVDfOJCLDSUkBYmKA998HEhPl3rtA7doSDHx3kCLxaiaZjB0LXLuWfzXTtWv535c34eHhWLhwIZYvX45Lly7hzJkzWLt2LZYuXVpke39/fxw/fhy7d+/GpUuXMGvWLMTFxWn1nvXq1UP37t3x2muvITY2FqdOncJrr70GOzs71WxB9+7dERAQgAEDBmD37t24du0aYmJi8NFHH5X4j2lQUBAOHz6s1WeMj4/H7NmzERkZicDAQHz++eeYOXNmoStxvvjiC+zYsQN///03Jk2ahNTUVISFhQEAJk2ahAcPHuDVV19VXcWzZ88ehIWFFQoIhqDtz7EoNWrUwKNHj/Dbb7/h3r17yMzMRPXq1WFjY4MVK1bg6tWr+PHHH/Hxxx+Xuq/jx49DoVConZojIvlFRgLVqwNDh8odZHIhSTn4+uscPPN0ojLFMCMjHx+gc+fyNSPzrHHjxiEiIgJRUVFo3LgxOnXqhKioKNSsWbPI9hMmTMDAgQMxdOhQtG3bFvfv31ebpdHU+vXr4eHhgY4dO+Lll1/G+PHj4eTkpFrvIkkSfv75Z3Ts2BFhYWGoU6cOhg0bhmvXrqnWkBRl/Pjx+Pnnn5GWlqbRZ8zKysKIESMQGhqK4OBgAMDYsWPRqVMnhISEqAWRTz75BIsWLULTpk1x6NAh/PDDD6hatSoAwNvbG3/++Sdyc3MRFBSERo0aYcqUKXBxcSmTJ29r+3MsSvv27TFhwgQMHToUbm5uWLx4Mdzc3BAVFYXvvvsODRo0wCeffIJPP/201H19//33GD58OB/4SiSzlBSgd+/8ZRCSlH8qSe57wEREAE+f5mHHjp8QEiLvvrUi35pj01UWl2abo4IrSQquxDEXBVf+7Nu3T+99DR48WCxYsEDn/s+PoSZXdNG/bt++LSpXriwSEhKKbVPR/56Whlfj6Ke8jp++l1aX9lW79r9X7BpyDDW9mokzM2Tyfv/9d/z4449ITExETEwMhg0bhho1aqjWpOhjyZIlRV5VRGUjMTERn376qVazQkRUMrkX9BaIjf03zpja1boMM+XQggUL4OjoWOSXKTzXR1tKpRIffPABGjZsiJdffhlubm44cOBAoaugdOHn54c333xThipJF23atMHAgQONXQZRudCmTf7ppP+tv5dVSAjQurX8+5ULr2YqhyZMmIAhQ4YU+Zqhn9tkCEFBQQgKCjJ2GRqpUaNGsZeTExEZyv+uh5CduzsQHW3aQQZgmCmXXF1d4erqauwyiIhIZikp+Tdq/eEH4LlH3cmm4PYi5nRVLsMMERGRGYiMBF57rfAd5+VgbQ2MGpX/5e9vWuthNMEwg+LvMktExse/n0T5MzKGCDLJyeYXXIpSoRcAFywg5TNhiExXwd9PORZ8E5mTqCjAxubfRb1yB5mIiPIRZIAKPjNjaWmJSpUqqR7CZ29vr7qrbEWQl5eHp0+fIisrq0xu1lYecQz1U9L4CSGQmZmJO3fuoFKlSsU+A4yoPPL3B7R8+ovGKlcGTp8uP0EGqOBhBgA8PT0BQBVoKhIhBJ48eaL2aADSDsdQP5qMX6VKlVR/T4nKm5QUYPBg4OhRw71HSEj+LE95VuHDjCRJ8PLygru7O5RKpbHLKVNKpRJ//PEHOnbsyCl8HXEM9VPa+FlbW3NGhsqtyEjD3NyugLlcVi2HCh9mClhaWla4X5qWlpbIycmBra0t/yHWEcdQPxw/qihSUvKvFDpwwPDv9dlnwLRphn8fU8KT/ERERAYUGZm/gLcsgoybW8ULMgDDDBERkcEY6jlJRfnsM6ACLv8EwDBDREQkm5QUYOJEoEoVwz0nCci/rPr5Z1lXxBmZAlwzQ0REJANDL+gFgLp1gX37ytdl1XJgmCEiItJBWSzqdXQEMjIMt//ygqeZiIiItGToRb3W1sCsWQwymuLMDBERkRYMsah3yhRg2TJ591mRMMwQEREVIy4OOHQIqFMHeOstIDFR/vdQKBhk9MUwQ0REVITQUGDdOsO+B2dk5ME1M0REVKHdu2eLAwckpKQAU6fmX1ItSYYLMs9eVs0gIw/OzBARUYW1dq2ECRN6QgjDPihWoQDmzMm/+omXVcuPYYaIiCqkHj2AffssARgmyFhYANevM7yUBYYZIiKqcCws8k/zGCrIAMCaNQwyZYVhhoiIKpT+/QuCjPxcXIAJE4DJkxlkyhLDDBERlWvR0UBwsGHfIyICGDvWsO9BxWOYISKiciswEIiJMcy+a9fODzBc1Gt8DDNERFQuGOpZSbVrAwkJ8u6T5MX7zBARkdkz1LOS1q5lkDEHDDNERGR24uKAYcMAS8v8G9zJ/aykzz7LXyQcGirvfskweJqJiIjMiqEfM+DmBkybZrj9k/w4M0NERGYjLs4QQUYAyIWFRf6MzJ07cu+fDI1hhoiITF5UFODkBLRpI+9+JUlg0qR4PH2ah9xczsiYK55mIiIik+bvD1y5Iu8+GzQA3nwTCArKwenTSQAayfsGVKY4M0NERCYnKir/kQOSJF+QkaR/n1h97lz+nXp5f5jygTMzRERkUuScibG1BUaOBFq2BPr1Y3gprxhmiIjIZERFyRdkLC2By5cZYCoChhkiIjKalJT8xw2MHw+kp8u3X0tLYPVqBpmKgmGGiIiMIjIyP8TI9QRrZ2fgv/8FHB3zT1UxyFQcDDNERFSm4uKAjh2BrCz992VhAeTm6r8fMm+8momIiMpMaGj+vWLkCDJDhzLIUD7OzBARkUFFRwMvvwzk5Oi/L0kCkpJ4ConUMcwQEZHBBAbmL/CVy9dfM8hQYQwzRERkENHR8gWZLl2A9esZZKhoXDNDRESyiorKPx0UHKz/vgru2Pv77wwyVDzOzBARkWzkunvvK68Ay5YxwJBmGGaIiEhnKSnABx8A336r/77kut8MVTwMM0REpJPISGDcOP334+YG3Lmj/36o4mKYISIijcXFASEhwIUL8uwvOZmnkkh/XABMREQaKbjhnVxBJiKCQYbkwZkZIiIqVVwcsG6dPPtycgLOn2eQIfkwzBARUYni4oB27fTbh0IhzyMMiIrC00xERFSsglNLeXm672PKFAYZMizOzBARkZqoKCAsTP9LpSMigLFjZSmJqERGn5n5448/EBwcDG9vb0iShJ07d6peUyqVeO+999C4cWM4ODjA29sbo0ePxs2bN41XMBFROebvD4wZo1+Q6dIl/yolBhkqK0YPM48fP0bTpk2xcuXKQq9lZmbi5MmTmDVrFk6ePInt27fj0qVL6N+/vxEqJSIq36Ki9Lt7ryTlhxg+eoDKmtFPM/Xu3Ru9e/cu8jUXFxfs3btXbduKFSvQpk0bJCUloXr16mVRIhFRuZaSAjRuDDx8qN9++ERrMhajz8xoKy0tDZIkoVKlSsYuhYjI7EVGAr6++gWZ3r15WomMy+gzM9rIysrC+++/j+HDh8PZ2bnYdtnZ2cjOzlZ9n56eDiB/DY5SqTR4neaiYCw4JrrjGOqH46c/XcYwLg54910LxMQA+f9PK2n5rgIWFgJZWbnP1aLlbkwAj0H9GXIMNd2nJITpPNpLkiTs2LEDAwYMKPSaUqnE4MGDkZSUhAMHDpQYZsLDwzF37txC2zdu3Ah7e3s5SyYiMivLlzfD/v3VoX2AKZCL9u1vYMaMU3KWRVSkzMxMDB8+HGlpaSX+u28WYUapVGLIkCG4evUqfv/9d1SpUqXE/RQ1M+Pr64t79+6VOBgVjVKpxN69e9GjRw9YW1sbuxyzxDHUD8dPf5qO4U8/AS+/bAHdZmIKCFy9mlOu1sXwGNSfIccwPT0dVatWLTXMmPxppoIgc/nyZezfv7/UIAMACoUCCoWi0HZra2serEXguOiPY6gfjp/+ShrDwED875SSfiIiJNSsWT5/TjwG9WeIMdR0f0YPM48ePUJCQoLq+8TERMTHx8PV1RXe3t4YNGgQTp48iejoaOTm5uL27dsAAFdXV9jY2BirbCIisxAdrX+QqV0bOHCAVyqR6TJ6mDl+/Di6dOmi+n7atGkAgJCQEISHh+PHH38EADRr1kyt3/79+9G5c+eyKpOIyGykpADr1wPh4fotym3fHvjzT9nKIjIYo4eZzp07o6RlOya0pIeIyORFRgLjxum3D2trYPt2oF8/eWoiMjSzu88MEREVbepU/YNMRATw9CmDDJkXo8/MEBGR/lxdLfHokW59JQkYORJYsIDrYsg8McwQEZmp6Oj8y61zcvpB18uthw4FNm+Wty6issYwQ0Rkhv693NpS531YWDDIUPnANTNERGZGjsuthw4FcnNLb0dkDhhmiIjMyNixQHCw7v0jIgAhOCND5QtPMxERmQlrayAnR7e+3t7AsWNc4EvlE2dmiIhMWEoK4OSUf8WRrkEmIgK4cYNBhsovhhkiIhMVGQn4+kLnS65HjQKSk/NPTRGVZzzNRERkglJS9LsBXnIyZ2Ko4uDMDBGRCUlJyb95XfXquu8jIoJBhioWzswQEZkI3Z+rJADkwcPDEsePM8hQxcMwQ0RkZCkpQLduwKVLuvQW8PB4jORkBaytdb+BHpE5Y5ghIjIifZ5yLUnAmjU5cHP7DUAfWesiMicMM0RERpCSAtStC2Rm6ta/dWsgNhZQKoGff5a3NiJzwwXARERlrOCSa12DDJAfZIgoH8MMEVEZ0veS69at8x9HQET/4mkmIqIy1Lmzbv2srPJPKRFRYZyZISIqI5IEXLmifb+wMAYZopJwZoaIyIBSUoCGDYH0dO371q4NJCTIXxNRecOZGSIiAylY6KttkLGwANauZZAh0hRnZoiIDECfhb7Xr/MuvkTa4MwMEZHMli7Nn5HRBZ+rRKQ9zswQEcnI3R24e1f7fh4e4HOViHTEmRkiIhksXZp/tZIuQSYkBLh9m0GGSFecmSEi0pOuszE1agBbt+bfCI+IdMeZGSIiPSxdqluQCQsDEhMZZIjkwJkZIiIdpKQA48cDv/6qfV8rq/zLtolIHpyZISLSUsH9Y3QJMrybL5H8ODNDRKSFsWOBb77Rvp+jI5CRIX89RMSZGSIijdna6hZkZs1ikCEyJIYZIqJSREXlX3adna193ylTgHnzZC+JiJ7B00xERCXw99ftSdcAoFAAy5bJWg4RFYEzM0REz0lJAUaPzp+N0TXITJkCZGXJWxcRFY0zM0REz4iM1P0BkQDQvj3w55/y1UNEpePMDBHR/+jzpGtJAnbtYpAhMga9w0y2LiviiIhM0IIFuvULCQHy8oB+/eSth4g0o/Vppt27d2PTpk04dOgQkpKSkJeXB3t7e7Ro0QI9e/bEmDFj4O3tbYhaiYgMRpfnK1lb58/E8JEERMal8czMzp07UbduXYSEhMDCwgLvvvsutm/fjt27dyMyMhKdOnXCvn37UKtWLUyYMAF3dXlYCRFRGdP1adft2wNPnzLIEJkCjWdmFixYgE8//RR9+/aFhUXhDDRkyBAAwI0bN7B8+XKsX78e06dPl69SIiKZ6fq06wULgJkz5a+HiHSjcZiJjY3VqF21atWwePFinQsiIioLuj7t2sICGDVK/nqISHdaLwBOT09HXl5eoe25ublIT0+XpSgiIkOKigJ0mTiWJGDNGsDHR/aSiEgPWoWZHTt2oFWrVsgq4k5Q2dnZaN26NXbt2iVbcUREcvP3B8aM0a6PrS2wahWQlJT/oEkiMi1ahZlVq1ZhxowZsLe3L/Savb093nvvPaxcuVK24oiI5GRtrf0dfUNCgCdPgAkTOCNDZKq0CjNnz55F586di329Y8eOOHPmjL41ERHJTpKAnBzN21tYALGx+aekiMi0aRVmUlNTkVPCbwOlUonU1FS9iyIikpOdnfZ9fviBl10TmQutwkyNGjVw/PjxYl8/fvw4/Pz89C6KiEgO0dGAlZX2D3xs35538yUyJ1qFmYEDB+LDDz/EP//8U+i127dv46OPPsIrr7wiW3FERLoKDASCg4HcXO36rV3L5ysRmRutHmfw/vvv44cffsALL7yAkSNHom7dupAkCRcuXMB///tf+Pr64v333zdUrUREGqlSBXjwQPt+ERFAaKjs5RCRgWkVZpycnPDnn39i5syZ2LJli2p9TOXKlTFy5EgsWLAATk5OBimUiEgTkqR9n1Gj8u/qy6uViMyT1g+adHFxwZdffokvvvgC9+7dgxACbm5ukHT5DUJEJJNmzYC//tK+36xZwLx5spdDRGVI6zBTQJIkuLm5yVkLEZFOdP1/KUdHBhmi8kCrBcB37tzBa6+9hmHDhuHcuXOGqomIqFQpKUDduroHmVmzgIwMeWsiIuPQKsyMGTMGnp6eePnll9G7d28IIQxVFxFRsSIjAV9f4NIl7fu2bw8IwRkZovJEqzBz6tQpDB06FEOGDMHt27dxV5dHzhIR6SElBRg3Tre+u3bxsmui8kirNTMDBgzAzJkz4efnhyZNmsDd3d1QdRERFZKSAnTpoltfTiQTlV9azcysXLkSQ4cORb169fD7778bqiYiokIKTi0lJGjXz9+fQYaovNNqZsbCwgIjRowwVC1EREVauhSYPl37fgwxRBWDzpdmExGVBX9/4MoV7fpYWQFKpWHqISLTo/Fppl69eiEmJqbUdhkZGVi0aBG++OILvQojIoqK0j7IAMCOHbKXQkQmTOOZmcGDB2PIkCFwcnJC//790apVK3h7e8PW1hapqak4f/48Dh8+jJ9//hn9+vXDkiVLDFk3EZVjKSnA+vXAhx9q35dPvCaqeDQOM2PHjsWoUaPw/fffY8uWLfj666/x8OFDAPl3A27QoAGCgoJw4sQJ1K1b11D1ElE5Fxmp36XXDDJEFY9Wa2ZsbGwwfPhwDB8+HACQlpaGJ0+eoEqVKrC2tjZIgURUcURH6xZkQkLyT0kRUcWk1wJgFxcXuLi4yFULEVVgoaHAunXa94uNBVq3lr0cIjIjWt1nhojIEOLidAsys2YxyBARwwwRmYAhQ7T/VcQnXhNRAaOHmT/++APBwcHw9vaGJEnYuXOn2utCCISHh8Pb2xt2dnbo3Lkzn9hNVI4MGBCMGze0+1XEJ14T0bOMHmYeP36Mpk2bYuXKlUW+vnjxYixduhQrV65EXFwcPD090aNHD2TwNxmR2YqLAypXBmxsLABI//sqnaMjn3hNRIXpHGYePnyIiIgIzJw5Ew8ePAAAnDx5Ejdu3NBqP71798Z//vMfDBw4sNBrQggsW7YMH374IQYOHIhGjRph3bp1yMzMxMaNG3UtnYiMKDQUaNMGyL+zgyU0DTI9e3I2hoiKptPVTKdPn0b37t3h4uKCa9euYfz48XB1dcWOHTtw/fp1rF+/XpbiEhMTcfv2bfTs2VO1TaFQoFOnToiJicHrr79eZL/s7GxkZ2ervk9PTwcAKJVKKHmPc5WCseCY6I5jqJm4OODPPy3w1Vd5uHrVCpoGmH8JzJmTw0cUFIHHoH44fvoz5Bhquk+dwsy0adMQGhqKxYsXw8nJSbW9d+/eqnvQyOH27dsAAA8PD7XtHh4euH79erH9Fi5ciLlz5xbavmfPHtjb28tWX3mxd+9eY5dg9jiGxVu+vBn276+O/ABTcFpJGwJduiTh7t14/Pyz/PWVFzwG9cPx058hxjAzM1OjdjqFmbi4OKxevbrQ9mrVqqkCiJwkSf2XnxCi0LZnzZw5E9OmTVN9n56eDl9fX/Ts2RPOzs6y12eulEol9u7dix49evCmhzriGJYsLg7Yv//ZmRhNg4wAkAdnZ+CXX/LQurU3AG+D1GjueAzqh+OnP0OOYcGZldLoFGZsbW2LfIOLFy/Czc1Nl10WydPTE0D+DI2Xl5dq+507dwrN1jxLoVBAoVAU2m5tbc2DtQgcF/1xDIv266+69pQghOX//mxZYkvKx2NQPxw//RliDDXdn04LgF966SXMmzdPdS5LkiQkJSXh/fffxyuvvKLLLotUs2ZNeHp6qk1dPX36FAcPHkT79u1lex8ikl9kJPDxx9r3q18//4olIiJN6RRmPv30U9y9exfu7u548uQJOnXqBH9/fzg5OWH+/Pla7evRo0eIj49HfHw8gPxFv/Hx8UhKSoIkSZg6dSoWLFiAHTt24OzZswgNDYW9vb2sa3OISD7R0YBCodszliIigPPn5a+JiMo3nU4zOTs74/Dhw/j9999x8uRJ5OXloUWLFujevbvW+zp+/Di6dOmi+r5grUtISAiioqIwY8YMPHnyBBMnTkRqairatm2LPXv2qC08JiLTEBgIxMRo38/ePhcXL1rCx0f+moio/NM6zOTk5MDW1hbx8fHo2rUrunbtqlcBnTt3hihhTlmSJISHhyM8PFyv9yEiw4mKAsaM0bW3wNmzefDx4doYItKN1mHGysoKfn5+yM3NNUQ9RGRm/P2BK1d07S0waVI8fHwayVkSEVUwOq2Z+eijj9Tu/EtEFVNUlO5BpkUL4OrVHPTokSRrTURU8ei0Zub//u//kJCQAG9vb/j5+cHBwUHt9ZMnT8pSHBGZrqlTgeXLdesbEQGMHQsolcDp07KWRUQVkE5hZsCAATKXQUTmxNYWeOaJIRrr3RtYswZc6EtEstIpzMyZM0fuOojIDAwbBmzZon0/KyvwuUpEZDA6PzWbiCoWS0vdgkxYGIMMERmWTjMzFhYWJT4biVc6EZUvw4YBeXna91u7FggNlb0cIiI1OoWZHTt2qH2vVCpx6tQprFu3rsinVROR+Ro7VrcZmdq1GWSIqGzoFGZeeumlQtsGDRqEhg0bYsuWLRg7dqzehRGR8VlbAzk52vfjjAwRlSVZ18y0bdsW+/btk3OXRGQEPXoAkqR9kLGyyn9IJIMMEZUl2cLMkydPsGLFCvjwmksisyZJgC7/T8KFvkRkLDqdZqpcubLaAmAhBDIyMmBvb48NGzbIVhwRlY24OKBrV+DRI936x8YCrVvLWxMRkaZ0CjOff/65WpixsLCAm5sb2rZti8qVK8tWHBEZXmgosG6d7v1DQhhkiMi4dAozXbt2ha+vb5GXZyclJaF69ep6F0ZEhhcXp3uQsbQEjhxhkCEi49NpzUzNmjVx9+7dQtvv37+PmjVr6l0UERleXBzQtq1ufUNC8hcHM8gQkSnQKcwIIYrc/ujRI9ja2upVEBEZXmgo0KZN/pVH2rC0zF8fExVliKqIiHSj1WmmadOmAQAkScLs2bNhb2+vei03NxfHjh1Ds2bNZC2QiOSjz5Ou27cH/vxT1nKIiGShVZg5deoUgPyZmTNnzsDGxkb1mo2NDZo2bYp33nlH3gqJSBa6Puna1hb47jugXz/5ayIikoNWYWb//v0AgDFjxmD58uVwdnY2SFFEJK+pU3ULMgBw+TLA20cRkSnT6WqmtWvXyl0HERnI7Nm6n1qKiGCQISLTp1OYAYC4uDh89913SEpKwtOnT9Ve2759u96FEZH+nJx0uxFe3br5dwFmkCEic6DT1UybN29GYGAgzp8/jx07dkCpVOL8+fP4/fff4eLiIneNRKSlgmcraRtkFIr8K5z+/ptBhojMh05hZsGCBfj8888RHR0NGxsbLF++HBcuXMCQIUN4wzwiI9P12UpTpgBZWfLXQ0RkaDqFmStXrqBv374AAIVCgcePH0OSJLz99ttYs2aNrAUSkWZeeCE/yOgiLAxYtkzWcoiIyoxOYcbV1RUZGRkAgGrVquHs2bMAgIcPHyIzM1O+6ohII5IEJCTo1tfKCoiMlLceIqKypFOY6dChA/bu3QsAGDJkCKZMmYLx48fj1VdfRbdu3WQtkIhK9sILuvcNCwOUSvlqISIyBp2uZlq5ciWy/ndyfebMmbC2tsbhw4cxcOBAzJo1S9YCiaho0dHAK68Az11MqBHezZeIyhOtw0xOTg527dqFoKAgAICFhQVmzJiBGTNmyF4cERUtMBCIidG+n40NsG0b7+ZLROWL1mHGysoKb7zxBi5cuGCIeoioBHFx+UFGl1ND2j5UkojIXOi0ZqZt27aq5zQRUdkoeNK1tkGmfn0GGSIq33RaMzNx4kRMnz4dKSkpaNmyJRwcHNReb9KkiSzFEVH+2pgBA4DcXO37Nm0KxMfLXRERkWnRKcwMHToUAPDWW2+ptkmSBCEEJElCri6/dYmoEF3XxhRgkCGiikCnMJOYmCh3HUT0nOho3YMMZ2SIqCLRKcz4+fnJXQcRPSMuLv/Uki64PoaIKhqdFgADwLfffovAwEB4e3vj+vXrAIBly5bhhx9+kK04ooqoYKGvtmdrW7dmkCGiikmjMLN7926kpaWpvl+1ahWmTZuGPn364OHDh6o1MpUqVcIyPuCFSCdxcflPrV63Tvu+ERFAbKz8NRERmQONwszt27cRGBiIlJQUAMCKFSvw9ddf48MPP4SlpaWqXatWrXDmzBnDVEpUjhXMxmh7N19vbyA5GRg71iBlERGZBY3WzISEhMDJyQm9evXC2bNnkZiYiObNmxdqV/AEbSLSXFycbrMx3bsD/3tEGhFRhabxmpmBAwdi165dAICaNWsivohLJX755Rc0aNBAtuKIyru4OKBdO936MsgQEeXT6mqmmjVrAgDeffddTJo0CVlZWRBCIDY2Fps2bcLChQsRERFhkEKJypvQUN1mZF58ETh0SPZyiIjMlk6XZo8ZMwY5OTmYMWMGMjMzMXz4cFSrVg3Lly/HsGHD5K6RqFzR546+ERFcH0NE9DydwgwAjB8/HuPHj8e9e/eQl5cHd3d3OesiKpd0vaNvixbADz8APj7y10REZO50DjMAcOfOHVy8eBGSJEGSJLi5uclVF1G5EhcHtG8P5ORo35cLfYmISqbTTfPS09MxatQoeHt7o1OnTujYsSO8vb0xcuRItfvRENG/l13rEmQABhkiotLoFGbGjRuHY8eO4aeffsLDhw+RlpaG6OhoHD9+HOPHj5e7RiKzpetl10D+jAzv6EtEVDqdTjP99NNP2L17N1588UXVtqCgIHz99dfo1auXbMURmTNdL7u2sgKUSvnrISIqr3SamalSpQpcXFwKbXdxcUHlypX1LorI3BWcWsrL065fWBiDDBGRtnQKMx999BGmTZuGW7duqbbdvn0b7777LmbNmiVbcUTmZvZsQJK0P7VkZZV/Siky0jB1ERGVZzqdZlq1ahUSEhLg5+eH6tWrAwCSkpKgUChw9+5drF69WtX25MmT8lRKZOKcnIBHj7TvFxbGEENEpA+dwsyAAQNkLoPIfMXGumPAAJ0mOfHiiwwyRET60inMzJkzR+46iMxSx46WOHq0HQBJp/58LAERkf50+9/JZzx69Ajp6elqX0QVQXQ0cPSoBF2CzIsv8rJrIiK56BRmEhMT0bdvXzg4OKiuYKpcuTIqVarEq5moQoiKAoKDAW2DjJtbfojhjAwRkXx0Os00YsQIAMA333wDDw8PSJJuU+xE5sjfH7hyRft+n30GTJsmfz1ERBWdTmHm9OnTOHHiBOrWrSt3PUQmKyUl//lKycna9atdG0hIMExNRESk42mm1q1bI1nb3+hEZiwyEvD11T7IrF3LIENEZGg6zcxERERgwoQJuHHjBho1agRra2u115s0aSJLcUSmICUFGDdO+37Bwfl3AiYiIsPSKczcvXsXV65cwZgxY1TbJEmCEAKSJCE3N1e2AomMKSUFaN1a+36SBPz4o/z1EBFRYTqFmbCwMDRv3hybNm3iAmAqtyIjdZuR6d4d2LtX/nqIiKhoOoWZ69ev48cff4S/v7/c9RAZXUoKMHgwcPSo9n0jIoCxY+WviYiIiqfTAuCuXbvir7/+krsWIqMrWOirXZDJRYMGOUhOZpAhIjIGnWZmgoOD8fbbb+PMmTNo3LhxoQXA/fv3l6U4orLUoQNw+LC2vQRq136A+PhKeO6vARERlRGdwsyECRMAAPPmzSv0GhcAkznSfdmXwGefxQDoI2M1RESkDZ1OM+Xl5RX7xSBD5qZHD936+fsDT5/yeCciMja9HzSZlZUlRx1ERhEXB+zbp32/9u2By5flr4eIiLSnU5jJzc3Fxx9/jGrVqsHR0RFXr14FAMyaNQuRkZGyFpiTk4OPPvoINWvWhJ2dHWrVqoV58+YhLy9P1vehiic0FGjTRrs+trbArl3An38apCQiItKBTmFm/vz5iIqKwuLFi2FjY6Pa3rhxY0RERMhWHAAsWrQIX331FVauXIkLFy5g8eLFWLJkCVasWCHr+1DFkZICVK8OrFunXb+ICODJE6BfP8PURUREutEpzKxfvx5r1qzBiBEjYGlpqdrepEkT/P3337IVBwBHjhzBSy+9hL59+6JGjRoYNGgQevbsiePHj8v6PlQx6PKMJU9P8LJrIiITptPVTDdu3Cjyhnl5eXlQKpV6F/WsF198EV999RUuXbqEOnXq4K+//sLhw4exbNmyYvtkZ2cjOztb9X16ejoAQKlUyl6fOSsYi4oyJvnPWLICoM2lSwIxMTnw8ACKGqaKNoZy4/jpj2OoH46f/gw5hpruU6cw07BhQxw6dAh+fn5q27/77js0b95cl10W67333kNaWhrq1asHS0tL5ObmYv78+Xj11VeL7bNw4ULMnTu30PY9e/bA3t5e1vrKg70V5N77P//sB6CZFj0EJk2Kx+nTSTh9uuSWFWUMDYXjpz+OoX44fvozxBhmZmZq1E6rMBMWFobly5djzpw5GDVqFG7cuIG8vDxs374dFy9exPr16xEdHa1TwcXZsmULNmzYgI0bN6Jhw4aIj4/H1KlT4e3tjZCQkCL7zJw5E9OmTVN9n56eDl9fX/Ts2RPOzs6y1mfOlEol9u7dix49ehS68WF5M3asBb79VtOzqgJVquQiLk7Ax6cRgEbFtqxIY2gIHD/9cQz1w/HTnyHHsODMSmm0CjPr1q3DJ598guDgYGzZsgULFiyAJEmYPXs2WrRogV27dqGHrjftKMa7776L999/H8OGDQOQv8j4+vXrWLhwYbFhRqFQQKFQFNpubW3Ng7UI5XlcoqOBAQMAbW5/FBIiISpKu0nL8jyGZYHjpz+OoX44fvozxBhquj+tfmMLIVR/DgoKQlBQkHZV6SAzMxMWFur/R21paclLs6lUgYFATIx2fVatAv53g2siIjITWq+ZkXS/77tOgoODMX/+fFSvXh0NGzbEqVOnsHTpUoSFhZVpHWQeUlLyb2Y3dChw9672/XnZNRGR+dE6zNSpU6fUQPPgwQOdC3reihUrMGvWLEycOBF37tyBt7c3Xn/9dcyePVu296DyITISeO01QNdJu4gIwMdH3pqIiMjwtA4zc+fOhYuLiyFqKZKTkxOWLVtW4qXYRCkpugcZBwfg778ZZIiIzJXWYWbYsGFwd3c3RC1EOrt8WbcgU7s2kJAgfz1ERFR2tLoDcFmvlyHS1Jgx2vdZu5ZBhoioPND5aiYiUxAdDfTvD2hzaFpZFX03XyIiMk9azczk5eXxFBOZjMBAIDhYuyATFsYgQ0RU3uj0oEkiYxs2TPt7yLRunX/FExERlS86PZuJyJicnIBHj7TvFxsrfy1ERGR8nJkhszJ7tvZBpmlT7U5FERGReWGYIbMRFQV8/LF2fSIigPh4Q1RDRESmgqeZyCz4+wNXrmje3tISuHaNN8IjIqoIGGbI5DVrpl2QsbAAcnIMVg4REZkYnmYik2ZhAfz1l+bthw4FcnMNVw8REZkehhkyWdreDE+hADZvNlw9RERkmhhmyCRNnQrs2qVdn6wsg5RCREQmjmtmyOTY2gLZ2Zq3lyTdHjJJRETlA2dmyKS4u2sXZBwdGWSIiCo6hhkyGZIE3L2reftZs4CMDMPVQ0RE5oFhhkxCmzbate/eHZg3zzC1EBGReWGYIaNbuhSIi9Ouz969hqmFiIjMDxcAk1G5u2t3aql+feD8ecPVQ0RE5oczM2Q0PXpoF2Rq12aQISKiwhhmyCicnIB9+zRvv3YtkJBguHqIiMh8McxQmXNyAh490rx906ZAaKjByiEiIjPHNTNUpiRJ+z7x8bKXQURE5QhnZqhMLF2qfZBxdtbu2UxERFQxcWaGDE7bK5aA/Kdlp6UZph4iIipfODNDBrV0qfZBpnt3IDfXMPUQEVH5wzBDBrVggXbtQ0J4QzwiItIOTzORwVhaavcQyNhYoHVrw9VDRETlE8MMGYSNjeZBxsKCp5WIiEh3PM1EspMkQKnUrG3nzgwyRESkH4YZkpW7u3btv/3WMHUQEVHFwTBDsomK0u7KpYgIwMfHYOUQEVEFwTUzJAt/f+DKFc3aWlkBiYkMMkREJA+GGdJbhw6aBxlA8/U0REREmmCYIb1YWwM5OZq1tbUFnjwxbD1ERFTxcM0M6WzsWM2DDAC8+67haiEiooqLYYZ0FhWleVtHR2DePIOVQkREFRjDDOlEkjS/Kd6UKUBGhmHrISKiiothhrSSkpIfZDQVEQEsW2awcoiIiBhmSHORkYCvr+bt58zJX1dDRERkSAwzpJHZs4Fx47Tr07evYWohIiJ6Fi/NplK5u2t3Z18ACAnhE7CJiKhsMMxQiYYN0z7IxMYyyBARUdlhmKFiafOIAgBQKICsLMPVQ0REVBSumaEiRUVpF2SmTGGQISIi4+DMDBVp2jTN2wphuDqIiIhKwzBDhWhzHxkGGSIiMjaeZiKVlBTAxkbz9gwyRERkChhmCMC/N8RTKjVrzyBDRESmgmGGkJKi3Q3xKlUyWClERERaY5ghREdrsUgGQGqqgQohIiLSARcAV3DLlzfD/v2WGrfn6SUiIjI1nJmpwD7/HNi/vzoAzWZmGGSIiMgUcWamggoMBGJirKBpkNm/37D1EBER6YozMxVQdDQQEwNoGmQkKf/RBkRERKaIYaYCGjpUu/Zffw34+BimFiIiIn0xzFQwkgRkZmrWdtQoIDkZGDvWsDURERHpg2tmKhArLX7aEREMMUREZB4YZioIbZ63tHUrMHiw4WohIiKSE08zVQA1a2rXPiDAMHUQEREZAsNMOefvD1y7pnn7iAgu9iUiIvPC00zlWFQUcOWKJi0FAAnJyQwyRERkfhhmyrFlyzRpJQAICKHd85mIiIhMBU8zlVP+/sBff5XWSsDRMRNPn+aWRUlEREQGwTBTDi1dqtnpJYVCYMOGfYYviIiIyIDMIszcuHEDI0eORJUqVWBvb49mzZrhxIkTxi7LJEVGAtOna9Y2I4MzMkREZP5Mfs1MamoqAgMD0aVLF/zyyy9wd3fHlStXUKlSJWOXZnJSUoBx4zRr6+lp2FqIiIjKismHmUWLFsHX1xdr165VbatRo4bxCjJhvr6at711C1AqDVcLERFRWTH5MPPjjz8iKCgIgwcPxsGDB1GtWjVMnDgR48ePL7ZPdnY2srOzVd+np6cDAJRKJZTl9F/w/KdaW6H0J2EL/PlnDpRKqMaivI5JWeAY6ofjpz+OoX44fvoz5Bhquk9JCCFkf3cZ2draAgCmTZuGwYMHIzY2FlOnTsXq1asxevToIvuEh4dj7ty5hbZv3LgR9vb2Bq3XWAYM6AfAspRWAl26JGHKlPgyqIiIiEg/mZmZGD58ONLS0uDs7FxsO5MPMzY2NmjVqhViYmJU29566y3ExcXhyJEjRfYpambG19cX9+7dK3EwzJmNjSXyZ2WKm5kR2LEjB337/rtFqVRi79696NGjB6ytrcugyvKHY6gfjp/+OIb64fjpz5BjmJ6ejqpVq5YaZkz+NJOXlxcaNGigtq1+/frYtm1bsX0UCgUUCkWh7dbW1uXyYNXkI0VESBgwoOiG5XVcyhLHUD8cP/1xDPXD8dOfIcZQ0/2Z/KXZgYGBuHjxotq2S5cuwc/Pz0gVmRZ/fyAnp+Q2c+YAY8eWTT1ERERlzeTDzNtvv42jR49iwYIFSEhIwMaNG7FmzRpMmjTJ2KUZnabPXnr21BIREVF5Y/JhpnXr1tixYwc2bdqERo0a4eOPP8ayZcswYsQIY5dmVMOGAWPGlN4uKAho3drw9RARERmLya+ZAYB+/fqhX79+xi7DZFhaAnl5mrWNiDBsLURERMZm8jMzpO6FF7QLMj4+hq2HiIjI2MxiZoby2doCz1xxXiou+iUiooqAMzNmYupU7YIMn71EREQVBcOMmVi+XLv2t24Zpg4iIiJTwzBjBpyctGufnGyYOoiIiEwRw4wZePRIs3aSxEW/RERU8XABsInLfxp26VatAvr1Y5AhIqKKh2HGhI0dq9kdfk37UaFERESGxTBjovz9NQsy+/cbvhYiIiJTxjUzJkjTZy4Bmp+GIiIiKq8YZkzQN99o1o6LfYmIiBhmTE5oKHDoUOntmjblHX6JiIgArpkxGSkpwIoVwLp1mrWPjzdoOURERGaDYcYEREYC48Zp3v7zzw1XCxERkbnhaSYjS0nRLsgAQGCgYWohIiIyRwwzRubrq137kBCgdWvD1EJERGSOGGaMyNZWu/Zr1+Zftk1ERET/YpgxouxszduGhORf6URERETqGGaMRJI0bztrFmdkiIiIisMwYwQNGmjetnZtYN48w9VCRERk7hhmjODCBc3arV0LJCQYthYiIiJzxzBThqKjNT+9NGUK18gQERFpgjfNKyOBgUBMjGZtFQpg2TKDlkNERFRucGamDERHax5k3NyArCzD1kNERFSeMMyUga1bNW97547h6iAiIiqPGGYMLDIS+PZbzdoKYdhaiIiIyiOumZFZdDQwYgSQnq5dv+Rkw9RDRERU3jHMyEibRb7PS0gAfHzkrYeIiKgi4GkmmWizyPd5FhaAv7+89RAREVUUDDN6Wro0/94xwcG672PNGs7KEBER6YqnmfTg7g7cvat7//feAyZPZpAhIiLSB8OMjpYu1S/IREQAY8fKVw8REVFFxTCjo+nTde+7dSsweLB8tRAREVVkXDOjA1tb/foHBMhTBxERETHM6CQ7W/e+ERFcI0NERCQnnmbSgUKhfaBp0QL44QcGGSIiIrkxzOggKyv/cuySuLnxOUtERERlgaeZdCRE/gzN8xQK4LPPGGSIiIjKCmdm9JCVZewKiIiIiDMzREREZNYYZoiIiMisMcwQERGRWWOYISIiIrPGMENERERmjWGGiIiIzBrDDBEREZk1hhkiIiIyawwzREREZNYYZoiIiMisMcwQERGRWasQz2YSQgAA0tPTjVyJaVEqlcjMzER6ejqsra2NXY5Z4hjqh+OnP46hfjh++jPkGBb8u13w73hxKkSYycjIAAD4+voauRIiIiLSVkZGBlxcXIp9XRKlxZ1yIC8vDzdv3oSTkxMkSTJ2OSYjPT0dvr6+SE5OhrOzs7HLMUscQ/1w/PTHMdQPx09/hhxDIQQyMjLg7e0NC4viV8ZUiJkZCwsL+Pj4GLsMk+Xs7My/xHriGOqH46c/jqF+OH76M9QYljQjU4ALgImIiMisMcwQERGRWWOYqcAUCgXmzJkDhUJh7FLMFsdQPxw//XEM9cPx058pjGGFWABMRERE5RdnZoiIiMisMcwQERGRWWOYISIiIrPGMENERERmjWHGjKxatQpNmjRR3ZgoICAAv/zyi+r10NBQSJKk9tWuXTu1fWRnZ+PNN99E1apV4eDggP79+yMlJUWtTWpqKkaNGgUXFxe4uLhg1KhRePjwoVqbpKQkBAcHw8HBAVWrVsVbb72Fp0+fGuyzG8LChQshSRKmTp2q2iaEQHh4OLy9vWFnZ4fOnTvj3Llzav04hv8qagx5HJYsPDy80Ph4enqqXucxWLLSxo/Hn2Zu3LiBkSNHokqVKrC3t0ezZs1w4sQJ1etmdxwKMhs//vij+Omnn8TFixfFxYsXxQcffCCsra3F2bNnhRBChISEiF69eolbt26pvu7fv6+2jwkTJohq1aqJvXv3ipMnT4ouXbqIpk2bipycHFWbXr16iUaNGomYmBgRExMjGjVqJPr166d6PScnRzRq1Eh06dJFnDx5Uuzdu1d4e3uLyZMnl81AyCA2NlbUqFFDNGnSREyZMkW1/ZNPPhFOTk5i27Zt4syZM2Lo0KHCy8tLpKenq9pwDPMVN4Y8Dks2Z84c0bBhQ7XxuXPnjup1HoMlK238ePyV7sGDB8LPz0+EhoaKY8eOicTERLFv3z6RkJCgamNuxyHDjJmrXLmyiIiIEELk/yV+6aWXim378OFDYW1tLTZv3qzaduPGDWFhYSF+/fVXIYQQ58+fFwDE0aNHVW2OHDkiAIi///5bCCHEzz//LCwsLMSNGzdUbTZt2iQUCoVIS0uT8+MZREZGhnjhhRfE3r17RadOnVT/EOfl5QlPT0/xySefqNpmZWUJFxcX8dVXXwkhOIYFihtDIXgclmbOnDmiadOmRb7GY7B0JY2fEDz+NPHee++JF198sdjXzfE45GkmM5Wbm4vNmzfj8ePHCAgIUG0/cOAA3N3dUadOHYwfPx537txRvXbixAkolUr07NlTtc3b2xuNGjVCTEwMAODIkSNwcXFB27ZtVW3atWsHFxcXtTaNGjWCt7e3qk1QUBCys7PVpilN1aRJk9C3b190795dbXtiYiJu376tNj4KhQKdOnVSfXaOYb7ixrAAj8OSXb58Gd7e3qhZsyaGDRuGq1evAuAxqKnixq8Aj7+S/fjjj2jVqhUGDx4Md3d3NG/eHF9//bXqdXM8DivEgybLkzNnziAgIABZWVlwdHTEjh070KBBAwBA7969MXjwYPj5+SExMRGzZs1C165dceLECSgUCty+fRs2NjaoXLmy2j49PDxw+/ZtAMDt27fh7u5e6H3d3d3V2nh4eKi9XrlyZdjY2KjamKrNmzfj5MmTiIuLK/RaQe3PfzYPDw9cv35d1YZjWPwYAjwOS9O2bVusX78ederUwT///IP//Oc/aN++Pc6dO8djUAMljV+VKlV4/Gng6tWrWLVqFaZNm4YPPvgAsbGxeOutt6BQKDB69GizPA4ZZsxM3bp1ER8fj4cPH2Lbtm0ICQnBwYMH0aBBAwwdOlTVrlGjRmjVqhX8/Pzw008/YeDAgcXuUwgBSZJU3z/7Z33amJrk5GRMmTIFe/bsga2tbbHtnv8MmnwujuG/eByWrHfv3qo/N27cGAEBAahduzbWrVunWqjKY7B4JY3ftGnTePxpIC8vD61atcKCBQsAAM2bN8e5c+ewatUqjB49WtXOnI5DnmYyMzY2NvD390erVq2wcOFCNG3aFMuXLy+yrZeXF/z8/HD58mUAgKenJ54+fYrU1FS1dnfu3FElY09PT/zzzz+F9nX37l21Ns8n5tTUVCiVykIJ25ScOHECd+7cQcuWLWFlZQUrKyscPHgQ//d//wcrKytV7c9/tufHh2NY/Bjm5uYW6sPjsGQODg5o3LgxLl++rLoqh8eg5p4dv6Lw+CvMy8tLNaNfoH79+khKSgIAszwOGWbMnBAC2dnZRb52//59JCcnw8vLCwDQsmVLWFtbY+/evao2t27dwtmzZ9G+fXsAQEBAANLS0hAbG6tqc+zYMaSlpam1OXv2LG7duqVqs2fPHigUCrRs2VL2zyiXbt264cyZM4iPj1d9tWrVCiNGjEB8fDxq1aoFT09PtfF5+vQpDh48qPrsHMOSx9DS0rJQHx6HJcvOzsaFCxfg5eWFmjVr8hjU0rPjVxQef4UFBgbi4sWLatsuXboEPz8/ADDP41DjpcJkdDNnzhR//PGHSExMFKdPnxYffPCBsLCwEHv27BEZGRli+vTpIiYmRiQmJor9+/eLgIAAUa1atUKX0vn4+Ih9+/aJkydPiq5duxZ5KV2TJk3EkSNHxJEjR0Tjxo2LvJSuW7du4uTJk2Lfvn3Cx8fHLC5JfN7zV+J88sknwsXFRWzfvl2cOXNGvPrqq0Vejsgx/NezY8jjsHTTp08XBw4cEFevXhVHjx4V/fr1E05OTuLatWtCCB6DpSlp/Hj8aSY2NlZYWVmJ+fPni8uXL4v//ve/wt7eXmzYsEHVxtyOQ4YZMxIWFib8/PyEjY2NcHNzE926dRN79uwRQgiRmZkpevbsKdzc3IS1tbWoXr26CAkJEUlJSWr7ePLkiZg8ebJwdXUVdnZ2ol+/foXa3L9/X4wYMUI4OTkJJycnMWLECJGamqrW5vr166Jv377Czs5OuLq6ismTJ4usrCyDfn5DeD7M5OXliTlz5ghPT0+hUChEx44dxZkzZ9T6cAzVPTuGPA5LV3C/Dmtra+Ht7S0GDhwozp07p3qdx2DJSho/Hn+a27Vrl2jUqJFQKBSiXr16Ys2aNWqvm9txKAkhhObzOERERESmhWtmiIiIyKwxzBAREZFZY5ghIiIis8YwQ0RERGaNYYaIiIjMGsMMERERmTWGGSIiIjJrDDNERAAiIyPRs2dPjdquXLkS/fv3N3BFRKQp3jSPiHRW2lNtQ0JCEBUVVTbF6CE7Oxu1atXC5s2b0aFDB43a16hRA9999x1efPHFMqiQiEpiZewCiMh8PftwuC1btmD27NlqD7Czs7MzRlla27ZtGxwdHTUKMgCgUCgwfPhwrFixgmGGyATwNBMR6czT01P15eLiAkmS1Lb98ccfaNmyJWxtbVGrVi3MnTsXOTk5qv6SJGH16tXo168f7O3tUb9+fRw5cgQJCQno3LkzHBwcEBAQgCtXrqj6hIeHo1mzZli9ejV8fX1hb2+PwYMH4+HDh6o2Bw4cQJs2beDg4IBKlSohMDAQ169fL/ZzbN68udBpo9L20b9/f+zcuRNPnjyRYSSJSB8MM0RkELt378bIkSPx1ltv4fz581i9ejWioqIwf/58tXYff/wxRo8ejfj4eNSrVw/Dhw/H66+/jpkzZ+L48eMAgMmTJ6v1SUhIwNatW7Fr1y78+uuviI+Px6RJkwAAOTk5GDBgADp16oTTp0/jyJEjeO2110o8JXbo0CG0atVK9b0m+2jVqhWUSiViY2P1Hisi0pNWj6UkIirG2rVrhYuLi+r7Dh06iAULFqi1+fbbb4WXl5fqewDio48+Un1/5MgRAUBERkaqtm3atEnY2tqqvp8zZ46wtLQUycnJqm2//PKLsLCwELdu3RL3798XAMSBAwc0qjs1NVUAEH/88Ydqm6b7qFy5soiKitLofYjIcDgzQ0QGceLECcybNw+Ojo6qr/Hjx+PWrVvIzMxUtWvSpInqzx4eHgCAxo0bq23LyspCenq6alv16tXh4+Oj+j4gIAB5eXm4ePEiXF1dERoaiqCgIAQHB2P58uVqa3ueV3CayNbWVrVN033Y2dmpfRYiMg6GGSIyiLy8PMydOxfx8fGqrzNnzuDy5ctqwcHa2lr154LTOEVty8vLK/a9CtoU/Hft2rU4cuQI2rdvjy1btqBOnTo4evRokX2rVKkCSZKQmpqqtl2TfTx48ABubm6ljgURGRbDDBEZRIsWLXDx4kX4+/sX+rKw0O9XT1JSEm7evKn6/siRI7CwsECdOnVU25o3b46ZM2ciJiYGjRo1wsaNG4vcl42NDRo0aIDz588Xeq2kfVy5cgVZWVlo3ry5Xp+FiPTHMENEBjF79mysX78e4eHhOHfuHC5cuIAtW7bgo48+0nvftra2CAkJwV9//YVDhw7hrbfewpAhQ+Dp6YnExETMnDkTR44cwfXr17Fnzx5cunQJ9evXL3Z/QUFBOHz4sOp7TfZx6NAh1KpVC7Vr19b78xCRfnifGSIyiKCgIERHR2PevHlYvHgxrK2tUa9ePYwbN07vffv7+2PgwIHo06cPHjx4gD59+uDLL78EANjb2+Pvv//GunXrcP/+fXh5eWHy5Ml4/fXXi93f+PHj0aJFC6SlpcHFxUWjfWzatAnjx4/X+7MQkf54B2AiMivh4eHYuXMn4uPjZd3vkCFDVKeVSnP27Fl069YNly5dgouLi6x1EJH2eJqJiAjAkiVL4OjoqFHbmzdvYv369QwyRCaCp5mIiAD4+fnhzTff1Kitpg+kJKKywdNMREREZNZ4momIiIjMGsMMERERmTWGGSIiIjJrDDNERERk1hhmiIiIyKwxzBAREZFZY5ghIiIis8YwQ0RERGaNYYaIiIjM2v8DX+Iv6mij8PQAAAAASUVORK5CYII=", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from scipy.optimize import curve_fit\n", "\n", "# 1. Lecture du fichier\n", "data = np.loadtxt('DATAPELTIER.txt')\n", "Tinterne = data[:, 0]\n", "Text = data[:, 1]\n", "Tair = data[:, 2]\n", "temps = np.arange(len(data)) # chaque seconde\n", "\n", "# 2. Garder uniquement les points entre 50000 et 200000 secondes\n", " # 2. Garder uniquement les points entre 50000 et 200000 secondes\n", "mask = (temps >= 32000) & (temps <= 60000)\n", "temps = temps[mask]\n", "Tinterne = Tinterne[mask]\n", "Text = Text[mask]\n", "Tair = Tair[mask] \n", "\n", "# 3. Tracer les températures expérimentales\n", "plt.figure()\n", "plt.plot(temps, Tinterne, label=\"T_mélange (expérimentale)\", color=\"blue\")\n", "plt.plot(temps, Text, label=\"T_extérieure\", color=\"green\")\n", "plt.plot(temps, Tair, label=\"T_air (glacière)\", color=\"orange\")\n", "plt.xlabel(\"Temps (s)\")\n", "plt.ylabel(\"Température (°C)\")\n", "plt.title(\"Températures mesurées dans l'intervalle\")\n", "plt.legend()\n", "plt.grid(True)\n", "plt.savefig(\"01_temperatures_experimentales_peltier_limite.png\", dpi=300)\n", "\n", "# 4. Calcul de Text moyenne\n", "Text_moyenne = np.mean(Text)\n", "\n", "# 5. Définir modèle exponentiel\n", "def modele_exponentiel(t, tau):\n", " T0 = 6\n", " return Text_moyenne + (T0 - Text_moyenne) * np.exp(-t / tau)\n", "\n", "# 6. Ajustement\n", "popt, _ = curve_fit(modele_exponentiel, temps, Tinterne, p0=[100])\n", "tau_fit = popt[0]\n", "\n", "# 7. Tracer modèle théorique\n", "Ttheorique = modele_exponentiel(temps, tau_fit)\n", "\n", "plt.figure()\n", "plt.plot(temps, Tinterne, 'b.', label=\"T_mélange (expérimental)\")\n", "plt.xlabel(\"Temps (s)\")\n", "plt.ylabel(\"Température (°C)\")\n", "plt.title(\"Modèle exponentiel vs données\")\n", "plt.legend()\n", "plt.grid(True)\n", "plt.savefig(\"02_modele_theorique_peltier_limite.png\", dpi=300)\n", "\n", "print(f\"✅ Constante de temps ajustée : tau = {tau_fit:.2f} s\")\n" ] }, { "cell_type": "code", "execution_count": 29, "id": "09a3ebbd-9a68-4180-aae1-00c55e6bf62e", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Équation ajustée : ΔT(t) = 37.86 * exp(-0.000010 * t) + -9.04\n", "Valeur estimée de tau : 98380.48 secondes\n" ] } ], "source": [ "import numpy as np\n", "\n", "import matplotlib.pyplot as plt\n", "\n", "from scipy.optimize import curve_fit\n", "\n", "\n", "\n", "# Charger les données expérimentales depuis le fichier\n", "\n", "data = np.loadtxt(\"DATAPELTIER.txt\")\n", "\n", "\n", "\n", "# Extraire les colonnes\n", "\n", "Tinterne = data[:, 0]\n", "Text = data[:, 1]\n", "Tair = data[:, 2]\n", "temps = np.arange(len(data)) # chaque seconde\n", "\n", "\n", "\n", "# Calcul de Delta T\n", "# 2. Garder uniquement les points entre 50000 et 200000 secondes\n", "mask = (temps >= 32000) & (temps <= 60000)\n", "temps = temps[mask]\n", "Tinterne = Tinterne[mask]\n", "Text = Text[mask]\n", "Tair = Tair[mask]\n", "# 8. Calcul de ΔT\n", "\n", "\n", "Text_moyenne = np.mean(Text) # Moyenne\n", "\n", "delta_T = Text - Tinterne # Différence de température\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "# Définition du modèle exponentiel\n", "\n", "def modele_expo(t, A, B, C):\n", "\n", " return A * np.exp(-B * t) + C\n", "\n", "\n", "\n", "# Ajustement des données avec curve_fit\n", "\n", "params_opt, params_cov = curve_fit(modele_expo, temps, delta_T, p0=[max(delta_T), 1e-5, min(delta_T)])\n", "\n", "A_opt, B_opt, C_opt = params_opt\n", "\n", "\n", "\n", "# Calcul de tau\n", "\n", "tau = 1 / B_opt\n", "\n", "\n", "\n", "# Tracer la courbe expérimentale\n", "\n", "plt.figure(figsize=(12, 6), dpi=300)\n", "\n", "plt.scatter(temps, delta_T, label=\"Données expérimentales\", color='red', s=5)\n", "\n", "plt.plot(temps, modele_expo(temps, *params_opt), label=f\"Fit : {A_opt:.2f} * exp(-{B_opt:.6f} * t) + {C_opt:.2f}\\nTau = {tau:.2f} s\", color='blue')\n", "\n", "\n", "\n", "# Ajuster les axes\n", "\n", "plt.xlim(min(temps), max(temps))\n", "\n", "plt.ylim(min(delta_T) - 2, max(delta_T) + 2)\n", "\n", "\n", "\n", "# Ajouter des légendes et titres\n", "\n", "plt.xlabel(\"Temps (secondes)\")\n", "\n", "plt.ylabel(\"Delta T (°C)\")\n", "\n", "plt.title(\"Variation de Delta T en fonction du temps avec ajustement exponentiel\")\n", "\n", "plt.legend()\n", "\n", "plt.grid(True)\n", "\n", "\n", "\n", "# Enregistrer l'image\n", "\n", "plt.savefig(\"Delta_T_vs_temps_fit_peltier.png\", format=\"png\", dpi=300, bbox_inches=\"tight\")\n", "\n", "plt.show()\n", "\n", "\n", "\n", "# Affichage de l'équation ajustée\n", "\n", "print(f\"Équation ajustée : ΔT(t) = {A_opt:.2f} * exp(-{B_opt:.6f} * t) + {C_opt:.2f}\")\n", "\n", "print(f\"Valeur estimée de tau : {tau:.2f} secondes\")" ] }, { "cell_type": "code", "execution_count": 39, "id": "11ecdcf6-5cd7-418e-afca-bb180abe19ef", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "✅ Constante de temps ajustée : tau = 29842.11 s\n" ] }, { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from scipy.optimize import curve_fit\n", "\n", "# 1. Lecture du fichier\n", "data = np.loadtxt('Donnee.txt')\n", "Tinterne = data[:, 1]\n", "Text = data[:, 0]\n", "Tair = data[:, 2]\n", "temps = np.arange(len(data)) # chaque seconde\n", "\n", "# 2. Garder uniquement les points entre 50000 et 200000 secondes\n", "\n", "\n", "# 3. Tracer les températures expérimentales\n", "plt.figure()\n", "plt.plot(temps, Tinterne, label=\"T_mélange (expérimentale)\", color=\"blue\")\n", "plt.plot(temps, Text, label=\"T_extérieure\", color=\"green\")\n", "plt.plot(temps, Tair, label=\"T_air (glacière)\", color=\"orange\")\n", "plt.xlabel(\"Temps (s)\")\n", "plt.ylabel(\"Température (°C)\")\n", "plt.title(\"Températures mesurées dans l'intervalle\")\n", "plt.legend()\n", "plt.grid(True)\n", "plt.savefig(\"01_temperatures_experimentales_50.png\", dpi=300)\n", "\n", "# 4. Calcul de Text moyenne\n", "Text_moyenne = np.mean(Text)\n", "\n", "# 5. Définir modèle exponentiel\n", "def modele_exponentiel(t, tau):\n", " T0 = 6\n", " return Text_moyenne + (T0 - Text_moyenne) * np.exp(-t / tau)\n", "\n", "# 6. Ajustement\n", "popt, _ = curve_fit(modele_exponentiel, temps, Tinterne, p0=[100])\n", "tau_fit = popt[0]\n", "\n", "# 7. Tracer modèle théorique\n", "Ttheorique = modele_exponentiel(temps, tau_fit)\n", "\n", "plt.figure()\n", "plt.plot(temps, Tinterne, 'b.', label=\"T_mélange (expérimental)\")\n", "plt.xlabel(\"Temps (s)\")\n", "plt.ylabel(\"Température (°C)\")\n", "plt.title(\"Modèle exponentiel vs données\")\n", "plt.legend()\n", "plt.grid(True)\n", "plt.savefig(\"02_modele_theorique_50.png\", dpi=300)\n", "\n", "print(f\"✅ Constante de temps ajustée : tau = {tau_fit:.2f} s\")\n" ] }, { "cell_type": "code", "execution_count": 42, "id": "a1c813f4-acbe-4851-9f6e-e12d4674864e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "✅ Constante de temps ajustée : tau = 29170.99 s\n" ] }, { "data": { "image/png": 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from scipy.optimize import curve_fit\n", "\n", "# 1. Lecture du fichier\n", "data = np.loadtxt('Donnee.txt')\n", "Tinterne = data[:, 1]\n", "Text = data[:, 0]\n", "Tair = data[:, 2]\n", "temps = np.arange(len(data)) # chaque seconde\n", "\n", "# 2. Garder uniquement les points entre 50000 et 200000 secondes\n", "\n", "# 2. Garder uniquement les points entre 50000 et 200000 secondes\n", "mask = (temps >= 0) & (temps <= 30000)\n", "temps = temps[mask]\n", "Tinterne = Tinterne[mask]\n", "Text = Text[mask]\n", "Tair = Tair[mask]\n", "# 3. Tracer les températures expérimentales\n", "plt.figure()\n", "plt.plot(temps, Tinterne, label=\"T_mélange (expérimentale)\", color=\"blue\")\n", "plt.plot(temps, Text, label=\"T_extérieure\", color=\"green\")\n", "plt.plot(temps, Tair, label=\"T_air (glacière)\", color=\"orange\")\n", "plt.xlabel(\"Temps (s)\")\n", "plt.ylabel(\"Température (°C)\")\n", "plt.title(\"Températures mesurées dans l'intervalle\")\n", "plt.legend()\n", "plt.grid(True)\n", "plt.savefig(\"01_temperatures_experimentales_50_limite.png\", dpi=300)\n", "\n", "# 4. Calcul de Text moyenne\n", "Text_moyenne = np.mean(Text)\n", "\n", "# 5. Définir modèle exponentiel\n", "def modele_exponentiel(t, tau):\n", " T0 = 6\n", " return Text_moyenne + (T0 - Text_moyenne) * np.exp(-t / tau)\n", "\n", "# 6. Ajustement\n", "popt, _ = curve_fit(modele_exponentiel, temps, Tinterne, p0=[100])\n", "tau_fit = popt[0]\n", "\n", "# 7. Tracer modèle théorique\n", "Ttheorique = modele_exponentiel(temps, tau_fit)\n", "\n", "plt.figure()\n", "plt.plot(temps, Tinterne, 'b.', label=\"T_mélange (expérimental)\")\n", "plt.xlabel(\"Temps (s)\")\n", "plt.ylabel(\"Température (°C)\")\n", "plt.title(\"Modèle exponentiel vs données\")\n", "plt.legend()\n", "plt.grid(True)\n", "plt.savefig(\"02_modele_theorique_50_limite.png\", dpi=300)\n", "\n", "print(f\"✅ Constante de temps ajustée : tau = {tau_fit:.2f} s\")\n" ] }, { "cell_type": "code", "execution_count": 46, "id": "a8bba5c6-b85c-4676-af1c-3d0e29676bb7", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Équation ajustée : ΔT(t) = 66.19 * exp(-0.000027 * t) + 0.16\n", "Valeur estimée de tau : 36438.25 secondes\n" ] } ], "source": [ "import numpy as np\n", "\n", "import matplotlib.pyplot as plt\n", "\n", "from scipy.optimize import curve_fit\n", "\n", "\n", "\n", "# Charger les données expérimentales depuis le fichier\n", "\n", "data = np.loadtxt(\"donne2.txt\")\n", "\n", "\n", "\n", "# Extraire les colonnes\n", "\n", "Tinterne = data[:, 0]\n", "Text = data[:, 1]\n", "Tair = data[:, 2]\n", "temps = np.arange(len(data)) # chaque seconde\n", "\n", "\n", "\n", "# Calcul de Delta T\n", "# 2. Garder uniquement les points entre 50000 et 200000 secondes\n", "mask = (temps >= 50000) & (temps <= 120000)\n", "temps = temps[mask]\n", "Tinterne = Tinterne[mask]\n", "Text = Text[mask]\n", "Tair = Tair[mask]\n", "# 8. Calcul de ΔT\n", "\n", "\n", "Text_moyenne = np.mean(Text) # Moyenne\n", "\n", "delta_T = Text - Tinterne # Différence de température\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "# Définition du modèle exponentiel\n", "\n", "def modele_expo(t, A, B, C):\n", "\n", " return A * np.exp(-B * t) + C\n", "\n", "\n", "\n", "# Ajustement des données avec curve_fit\n", "\n", "params_opt, params_cov = curve_fit(modele_expo, temps, delta_T, p0=[max(delta_T), 1e-5, min(delta_T)])\n", "\n", "A_opt, B_opt, C_opt = params_opt\n", "\n", "\n", "\n", "# Calcul de tau\n", "\n", "tau = 1 / B_opt\n", "\n", "\n", "\n", "# Tracer la courbe expérimentale\n", "\n", "plt.figure(figsize=(12, 6), dpi=300)\n", "\n", "plt.scatter(temps, delta_T, label=\"Données expérimentales\", color='red', s=5)\n", "\n", "plt.plot(temps, modele_expo(temps, *params_opt), label=f\"Fit : {A_opt:.2f} * exp(-{B_opt:.6f} * t) + {C_opt:.2f}\\nTau = {tau:.2f} s\", color='blue')\n", "\n", "\n", "\n", "# Ajuster les axes\n", "\n", "plt.xlim(min(temps), max(temps))\n", "\n", "plt.ylim(min(delta_T) - 2, max(delta_T) + 2)\n", "\n", "\n", "\n", "# Ajouter des légendes et titres\n", "\n", "plt.xlabel(\"Temps (secondes)\")\n", "\n", "plt.ylabel(\"Delta T (°C)\")\n", "\n", "plt.title(\"Variation de Delta T en fonction du temps avec ajustement exponentiel\")\n", "\n", "plt.legend()\n", "\n", "plt.grid(True)\n", "\n", "\n", "\n", "# Enregistrer l'image\n", "\n", "plt.savefig(\"Delta_T_vs_temps_fit_50.png\", format=\"png\", dpi=300, bbox_inches=\"tight\")\n", "\n", "plt.show()\n", "\n", "\n", "\n", "# Affichage de l'équation ajustée\n", "\n", "print(f\"Équation ajustée : ΔT(t) = {A_opt:.2f} * exp(-{B_opt:.6f} * t) + {C_opt:.2f}\")\n", "\n", "print(f\"Valeur estimée de tau : {tau:.2f} secondes\")" ] }, { "cell_type": "code", "execution_count": 48, "id": "e839a7f0-0584-4206-a3f4-9f6e4b98f0ec", "metadata": {}, "outputs": [ { "data": { "image/png": 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Ae9m1a5fh7e1tej4XdRe106dP52mq/+STT4o8y441zY45AShb06dPN/z8/Ix27doZ48ePN2bOnGnExsYamZmZxvLly03P25I0atqxPpFT8XMCYF151enQ0FCjRo0axpAhQ4wpU6YY33zzjREXF2cYhmHExMSYzilJQ70da5odcwLgnLKu1d98840RGRlpvPTSS0ZycrKlNfHx8UbLli1NZ7do0cLSDQjsWNfsmBOKRkM9gBIpj4b6ffv2GT4+Po4z/P39jX379hW5bsyYMabYxo4dW+Sa0aNHm9bceeedRa7Zu3ev6S1XfH19i7w7qB1zAuC+srKyjA4dOphqwfvvv1+qZ9ixrtkxJwD2kJqamucOPx9//HGha+xY0+yYEwD3tGPHDlMNkGRs377d0tq//vWvpnXdu3cvcK4d65odcwLgfnLXjH79+llat2LFCtO6hg0bGpcvXy5wvh1rmh1zAlD2Lly4UGBzR2k1atqxPpFTyXICYF151GnDMAq9625pNtTbsabZMScAzinrWn327FnLjfRX2r59e56bFmzatKnIdXasa3bMCUWjoR5AiZRHQ/3UqVNNZwwbNszSul27dpnWBQcHF/rqrdTUVKNSpUqmNbt377Z01m233WZa9+yzz3pcTgDc17x580zP5759+5b6GXasa3bMCYA9fPTRR6bnflhYWKF1xjDsWdPsmBMA97Ro0SLTc7lu3bqW1y5dutS0NjIyssC5dqxrdswJgHvJyckxqlWrZnoeL1682PL6Tp06mdYuW7aswLl2rGl2zAmAa5VWo6Yd6xM5FT8nAKWnNBvqC1NaDfV2rGl2zAlA6SqvWl2Qnj17ms7/z3/+U+h8O9Y1O+YEa7wFAG5u4cKFpvHYsWMtrWvZsqU6d+7sGKekpGjJkiUFzv/xxx+VmprqGHft2lUtWrSwdFbumBYsWFDofDvmBMB9zZw50zR+4oknSv0MO9Y1O+YEwB7ee+8903jkyJEKDAwsdI0da5odcwLgnlJSUkzjOnXqWF5bt25d0zghIaHAuXasa3bMCYB72bVrl+Lj4x1jf39/9erVy/L6QYMGmcZffPFFgXPtWNPsmBMAe7BjfSKn/+dsTgA8lx1rmh1zAmAv7du3N41PnTpV6Hw71jU75gRraKgH4Nbi4uL0yy+/OMa+vr7q3r275fW5f3nyww8/FDh38eLFha4tTHR0tHx9fR3jbdu26cyZM/nOtWNOANzXgQMHtHLlSse4QYMG6t27d6meYce6ZsecANjDwYMHtWrVKtO18ePHF7rGjjXNjjkBcF81a9Y0jdPT0y2vzT03IiIi33l2rGt2zAmA+zlx4oRp3LRpUwUEBFhef9VVV5nG3333Xb7z7FjT7JgTAHuwY30ip7ycyQmA57JjTbNjTgDs5co6I0mZmZmFzrdjXbNjTrCGhnoAbu23334zjdu2bavg4GDL67t162Ya79y50/JZXbt2tXxOcHBwnl++FHSWHXMC4L6WL19uGvft21deXl6leoYd65odcwJgD++//74Mw3CMO3TooHbt2hW6xo41zY45AXBfnTp1MjVn7t69W2lpaZbWxsbG5tkrP3asa3bMCYD7uXDhgmkcFhbm1Prc848fP66LFy/mmWfHmmbHnADYgx3rEznl5UxOADyXHWuaHXMCYC8HDhwwjWvVqlXofDvWNTvmBGtoqAdQqmbOnKl+/fopKipKgYGBCgkJUYMGDRQTE6Mnn3xSq1evdmq/Xbt2mcZNmjRxan3jxo0L3e9Ku3fvLpez7JgTAPe1adMm0/iP/+gbhqFly5Zp7NixatWqlUJDQxUcHKz69eurX79+mjZtmo4cOWLpDDvWNTvmBKDiy87O1ocffmi6Nm7cuCLX2bGm2TEnAO4rJCREo0ePdozT09P13nvvFbkuOztbr7/+uunamDFj8p1rx7pmx5wAuB9/f3/TOCMjw6n1+c3PrwbYsabZMScA9mDH+kROxT8HgGezY02zY04A7OPSpUtaunSp6dq1115b6Bo71jU75gRraKgHUKo+/fRT/fTTTzp16pQyMjKUnJyso0ePatWqVfr3v/+tnj17qlOnTlq2bJml/XK/6q1evXpOxVO/fn3T+Pz580pISMgz78KFC3nuZuTsWbnn79+/P995dswJgPvasmWLadyyZUsdOXJE/fr1U//+/TV79mzt3r1bly5dUmpqqo4dO6affvpJjz/+uJo1a6b77rtPqamphZ5hx7pmx5wAVHyLFy/WyZMnHeOgoCCNGDGiyHV2rGl2zAmAe5s2bZoaNGjgGD/yyCOF/mwjKytLEyZM0LZt2xzX+vTpo5tvvjnf+Xasa3bMCYD7qVq1qml8+vRpp9bnN3/v3r15rtmxptkxJwD2YMf6RE55Wc0JgOeyY02zY04A7GXmzJmm/pDQ0FD17t27wPl2rGt2zAnW0VAPoNxt2bJFAwYM0JNPPinDMAqdm5iYaBpHRkY6dVblypUVGBhoupbfW/bmPqdSpUpOvYVKfrHld05+Z9khJwDuK/cvhlNTU9WpUyf9/PPPRa7NysrSm2++qR49ehT6C2k71jU75gSg4nv//fdN45tvvllhYWFFrrNjTbNjTgDcW0REhJYvX6727dtLktLS0jRw4EDdfvvtmj9/vn799VcdOHBAGzZs0PTp03XVVVeZ6va1116rL774Ql5eXvnub8e6ZsecALifFi1amMYnT57UiRMnLK9fv359nmtWao0dapodcwJgD3asT+SUl9WcAHguO9Y0O+YEwD6OHDmiZ5991nRt0qRJed4d8Ep2rGt2zAnW0VAPoFRERUXp7rvv1jvvvKM1a9Zo165d2rNnj9auXavXXntNAwcONM03DEP//ve/9cQTTxS6b3JysmkcFBTkdGy51yQlJbnsnPI8qzxzAuC+cv8HfOzYsYqPj5ckBQcH66GHHtKyZcu0Z88excbG6v3331ePHj1Ma7Zt26abb75ZWVlZ+Z5hx7pmx5wAVGznzp3TN998Y7o2btw4S2vtWNPsmBMA99egQQNt3LhRs2bN0jXXXCPDMPT555/rtttuU9u2bdW0aVN17dpVkydPdtzduGrVqnruuee0Zs0ahYeHF7i3HeuaHXMC4H5q1qyp5s2bm67NmTPH0tqUlBQtWLAgz3VX1hrqdPHPAWAfdqxP5FSyswB4JjvWNDvmBMAeMjMzdfvtt5ue5w0aNNAjjzxS6Do71jU75gTraKgHUCLXXnutfvzxRx0/flyzZs3S+PHj1b17d7Vs2VLNmzdXt27d9Ne//lWLFy/W5s2b1bRpU9P6adOm6auvvipw/9z/cOR+VZUVuf/hyL1neZ5TnmeVZ04A3FNGRoYyMjJM1/64S1urVq20e/duvfTSS+rbt6+aN2+uDh06aOzYsVq9erVeeukl07r169frP//5T77n2LGu2TEnABXbRx99ZHphU+PGjRUTE2NprR1rmh1zAlAxZGdnKzs7WwEBAQXebf4PdevW1UsvvaTJkyfLz8+v0Ll2rGt2zAmAexo1apRp/MILL+jkyZNFrvvnP/+Z7127rPwy1Q41zY45AbAHO9YncirZWQA8kx1rmh1zAmAP48eP16ZNmxxjHx8fffjhh0Xemd2Odc2OOcE6GuoBlMiQIUM0YMCAIn+JLEnXXHONNmzYoGbNmpmuP/bYY8rOzrZ0npVzKtKa8jyrPHMC4B4Kqq2hoaFavHix6tatW+Dahx56SA8++KDp2vTp0y3959udaxS1GkBF9cEHH5jGd911FzXNBWdRpwHPtnbtWrVs2VL33nuv1q5dq5ycnELnHz9+XGPHjlW9evX07rvvOnWWO9coajUAd/PXv/5VoaGhjnFiYqIGDx5caFP9K6+8ohkzZuT7OW/von915s71iToNwG7cudZQc11zFgDPZMeaZsecAFQ8//znP/O829/zzz+vnj17Or2XHeuaHXNCwWioB1CuIiIi9Mknn5iK+Z49e7R8+fJ851euXNk0TktLc/rM3Gty71me55TnWeWZEwD3VKlSpXx/CTx58uRCm+n/8Oyzz5p+IX3hwgX98MMPeebZsa7ZMScAFdeGDRu0c+dOx9jHx0d33nmn5fV2rGl2zAmAe/vpp5/Ur18/HTlyxHEtKipK06ZN07Zt25SYmKjMzEzFxcVp8eLFGjNmjHx9fSVJ586d0913360JEybIMIx897djXbNjTgDcU1hYmN5//33TtV9//VUtW7bUI488ouXLl2vv3r3avn27Zs+erejoaD300EOOmlynTp08++Vmx5pmx5wA2IMd6xM5lewsAJ7JjjXNjjkBqNhmzJihf/3rX6ZrkydP1t///ndL6+1Y1+yYE6yjoR5AuevQoYMGDBhgurZ48eJ85/KPYfHP4h9dAJLyfQuu0aNHW1570003ma6tWLEizzw71jU75gSg4nrvvfdM48GDB6t27dqW19uxptkxJwDu69y5cxo+fLjS09Md1/785z9r165devTRR9WuXTuFhobKz89PNWrU0MCBAzV79mytXr1aVatWdax555139MILL+R7hh3rmh1zAuC+brrpJr366qumGwskJSXpxRdfVJ8+fdSiRQu1b99eY8eO1Zo1axxz7r//fvXt29e0Fw31pXsWdRqAs+xYn8ipZGcB8Ex2rGl2zAlAxfXOO+9o8uTJpmv33nuvXn75Zct72LGu2TEnWEdDPQCXGDRokGm8Y8eOfOddeWdk6fdfYjsjOTk5zz8c+f1CJPc5qampSklJceqss2fPFnlOfmfZIScA7iv387ZGjRpq0KCB5fVdunQxjXfv3p1njh3rmh1zAlAxpaSk6LPPPjNdGzdunFN72LGm2TEnAO7rlVdeMdWZFi1a6PPPP1eVKlUKXdelS5c8Nfzpp5/OUxcke9Y1O+YEwL3df//9+uGHH9S8efMi51auXFlvvPGGZsyYoZMnT5o+V7NmzTzz7VjT7JgTAHuwY30ip7ys5gTAc9mxptkxJwAV05w5c3TPPfe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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "✅ Équation ajustée : ln(ΔT) = -2.6666e-05 * t + 4.16\n", "➡️ Coefficient de corrélation R² = 0.9996\n" ] } ], "source": [ "from scipy.stats import linregress\n", "\n", "# Filtrer les valeurs où delta_T > 0\n", "mask_positive = delta_T > 0\n", "temps_ln = temps[mask_positive]\n", "delta_T_ln = delta_T[mask_positive]\n", "ln_delta_T = np.log(delta_T_ln)\n", "\n", "# Régression linéaire : ln(ΔT) = a * t + b\n", "slope, intercept, r_value, p_value, std_err = linregress(temps_ln, ln_delta_T)\n", "\n", "# Équation droite : ln(ΔT) = slope * t + intercept\n", "ln_fit = slope * temps_ln + intercept\n", "\n", "# Tracer ln(ΔT)\n", "plt.figure(figsize=(12, 6), dpi=300)\n", "plt.scatter(temps_ln, ln_delta_T, label=\"ln(ΔT)\", color=\"purple\", s=5)\n", "plt.plot(temps_ln, ln_fit, label=f\"Régression : ln(ΔT) = {slope:.4e}·t + {intercept:.2f}\", color=\"black\")\n", "\n", "# Ajustements esthétiques\n", "plt.xlabel(\"Temps (secondes)\")\n", "plt.ylabel(\"ln(ΔT)\")\n", "plt.title(\"Vérification du modèle exponentiel : ln(ΔT) en fonction du temps\")\n", "plt.legend()\n", "plt.grid(True)\n", "\n", "# Sauvegarde de l'image\n", "plt.savefig(\"ln_DeltaT_vs_temps_50.png\", format=\"png\", dpi=300, bbox_inches=\"tight\")\n", "plt.show()\n", "\n", "# Affichage des résultats\n", "print(f\"✅ Équation ajustée : ln(ΔT) = {slope:.4e} * t + {intercept:.2f}\")\n", "print(f\"➡️ Coefficient de corrélation R² = {r_value**2:.4f}\")\n" ] }, { "cell_type": "code", "execution_count": 7, "id": "e0b608c5-1735-44bc-83db-dec399d85292", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "# Charger les données\n", "data_sans = np.loadtxt(\"donne2.txt\")\n", "data_avec = np.loadtxt(\"DATAPELTIER.txt\")\n", "\n", "# Extraire Tinterne\n", "Tinterne_sans = data_sans[:, 0]\n", "Tinterne_avec = data_avec[:, 0]\n", "\n", "# Générer les temps pour chaque expérience\n", "temps_sans = np.arange(len(Tinterne_sans))\n", "temps_avec = np.arange(len(Tinterne_avec))\n", "\n", "\n", "\n", "# Tracer les courbes\n", "plt.figure(figsize=(12, 6), dpi=300)\n", "plt.plot(temps_sans, Tinterne_sans, label=\"Tinterne sans module Peltier\", color='red')\n", "plt.plot(temps_avec, Tinterne_avec, label=\"Tinterne avec module Peltier\", color='blue')\n", "\n", "# Titres et légendes\n", "plt.title(\"Comparaison de la température interne du mélange (Tinterne)\")\n", "plt.xlabel(\"Temps (secondes)\")\n", "plt.ylabel(\"Température interne (°C)\")\n", "plt.legend()\n", "plt.grid(True)\n", "\n", "# Enregistrer l'image\n", "plt.savefig(\"comparaison_Tinterne_Peltier.png\", format=\"png\", dpi=300, bbox_inches=\"tight\")\n", "plt.show()\n" ] }, { "cell_type": "code", "execution_count": null, "id": "3af1105c-c07f-4ba9-934c-8ef23761b6bb", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python [conda env:base] *", "language": "python", "name": "conda-base-py" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.7" } }, "nbformat": 4, "nbformat_minor": 5 }