M2_SETI/D3/TP/TP_SETI_MLP/TP2.ipynb
2023-01-05 20:28:08 +01:00

1865 lines
1.5 MiB

{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# TP2 Régression\n",
"\n",
"On souhaite faire de la modélisation sur des problématiques de régression. Comment construire un bon modèle et surtout un modèle optimale par rapport au jeu de données et à la famille de modèle utilisés.\n",
"\n",
"## 1. Modèles polynomiaux"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"from sklearn.preprocessing import PolynomialFeatures\n",
"from sklearn.linear_model import LinearRegression"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"# Fonction de génération\n",
"\n",
"def genere_exemple_dim1(xmin, xmax, NbFx, sigma):\n",
" x = np.arange(xmin, xmax, (xmax-xmin)/NbFx)\n",
" y = np.sin(-np.pi + 2*x*np.pi)+np.random.normal(loc=0, scale=sigma, size=x.size)\n",
" return x.reshape(-1,1), y"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"# Fonction EQM\n",
"def getMSE(x, y, reg):\n",
" return sum(pow(reg.predict(x)-y,2))/x.shape[0]"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"# Fonctions plot\n",
"\n",
"def plot_model(Xa, Ya, Xt, Yt, reg, degre, nameFig):\n",
" Ypred = reg.predict(Xt)\n",
" plt.plot(Xa[:,1], Ya, '*r')\n",
" plt.plot(Xt[:,1], Yt, '-b')\n",
" plt.plot(Xt[:,1], Ypred, '-r')\n",
" plt.grid()\n",
" plt.savefig(nameFig+'.jpg', dpi=200)\n",
" plt.legend([\"Sortie bruitée\", \"Sortie réelle\", \"Modèle prédit\"])\n",
" plt.title(\"Prédiction du modèle à degré %02d\" % (degre))\n",
" plt.show()\n",
" plt.close()\n",
"\n",
"def plot_error_profile(L_error_app, L_error_test, nameFig):\n",
" plt.semilogy(range(1, len(L_error_app)+1), L_error_app, '-r')\n",
" plt.semilogy(range(1, len(L_error_test)+1), L_error_test, '-b')\n",
" plt.grid()\n",
" plt.savefig(nameFig+'.jpg', dpi=200)\n",
" plt.title(\"Profil d'erreur\")\n",
" plt.ylabel(\"erreur\")\n",
" plt.xlabel(\"degré du modèle\")\n",
" plt.legend([\"EQMT\",\"EQMA\"])\n",
" plt.show()\n",
" plt.close()\n",
"\n",
"def plot_confusion(Xt, Yt, reg, nameFig):\n",
" plt.plot(Yt, reg.predict(Xt), '.b')\n",
" plt.plot(Yt, Yt, '-r')\n",
" plt.savefig(nameFig+'.jpg', dpi=200)\n",
" plt.legend([\"Y prédit\",\"Y désiré\"])\n",
" plt.title(\"Graphe de confusion pour le meilleur modèle\")\n",
" plt.show()\n",
" plt.close()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Création du script principal pour l'exploration des exemples et du bruit sur les données"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"def main(degreMax=12, NbEx=20, sigma=0.2, ens=200):\n",
" xmin = 0\n",
" xmax = 1.2\n",
" xapp, yapp = genere_exemple_dim1(xmin, xmax, NbEx, sigma)\n",
" xtest, ytest = genere_exemple_dim1(xmin, xmax, ens, 0)\n",
"\n",
" L_error_app = []\n",
" L_error_test = []\n",
"\n",
" for i in range(1, degreMax+1):\n",
" print(\"Degre = \", i)\n",
"\n",
" # Transformation des données d'entrée des basses d'app et de test\n",
" poly = PolynomialFeatures(i)\n",
" Xa = poly.fit_transform(xapp)\n",
" Xt = poly.fit_transform(xtest)\n",
" # print(xapp)\n",
"\n",
" # Création du modèle linéaire\n",
" reg = LinearRegression().fit(Xa,yapp)\n",
"\n",
" # Estimation des erreurs d'apprentissage et de test\n",
" L_error_app.append(getMSE(Xa,yapp,reg))\n",
" L_error_test.append(getMSE(Xt,ytest,reg))\n",
"\n",
" plot_model(Xa, yapp, Xt, ytest, reg, i, \"Model_%02d\"%i)\n",
" \n",
" # Determiner le degré optimal\n",
" best = np.argmin(L_error_test)+1\n",
" print('Meilleur modèle -> degre =', best)\n",
" plot_error_profile(L_error_app, L_error_test, 'Profil_Err_App_Test')\n",
" \n",
" # Création du modèle final optimal\n",
" poly = PolynomialFeatures(best)\n",
" Xa = poly.fit_transform(xapp)\n",
" Xt = poly.fit_transform(xtest)\n",
"\n",
" reg = LinearRegression().fit(Xa,yapp)\n",
" plot_confusion(Xt, ytest, reg, 'Confusion')\n"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 1\n"
]
},
{
"data": {
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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 2\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 3\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 4\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 5\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 6\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 7\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 8\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 9\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 10\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 11\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 12\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Meilleur modèle -> degre = 6\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"main(degreMax=12, NbEx=20, sigma=0.2)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"On observe qu'à partir d'un certain moment (degré du modèle supérieur au degré sur la fenêtre observée) on observe que le modèle va venir faire la régression sur le bruit, c'est-à-dire que la précision devient trop grand pour approximer la fonction observée et le modèle va venir prendre en compte les petites variations dûes au bruit. On observe le degré optimal grâce à la courbe du profil d'erreur lorsque l'EQMA commence à remonter. On observe également l'effet du bruit et son écart à la fonction prédite grâce au graphique de confusion."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"On peut observer l'impact du nombre d'exemple sur le profil d'erreur."
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 1\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 2\n"
]
},
{
"data": {
"image/png": 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zhmnTprm8TrNmzahWrRq1atXiyiuvpEGDBueVKVOmDM2aNaNOnTrceOONjB07li1bttC0aVNATVgffvghtWrV4tlnn6Vdu3akp6dTpEgRJkyYQJUqVbz+Di1Z2LEDHn0UvvgCTpxQ02PXrjBunB536okjcu59bkeqMTE62nVF1mtbChciErRbw4YNJSubN28+b58rjh496lG5gkBBaktOv8/ixYvzR5B8wK9tGThQJCxMJDpaXwcNOnds0KBz+5zf55b9+0V69RKJjRUBkfBwSQeRqCjf6w4CQv0eA9aIG51a+Hv4FktBIMP0OGAATJ6svfqsPXEnry8mTtQtOhpOnvTuWi7mto5XrUqxL744d21LocQqfIslGHBlekxMzGzqCQ/X/WlpvptesjxgTm7cSLEMt05LocUqfIslWHHlZQb+8TjL8oDZFB9PK58FtgQ7hd9Lx2IpyDh7mVWrpptdUWvJJX7p4RtjpgGdgAMiUsfFcQO8DnQETgD9RGSdP65tsRRqnHvizgvdrOnFkgv81cOfDnTI5viNQA3HNgCYmE1ZSy7Zv38/H3zwQaDFsLjCJiixBAF+UfgisgQ4lE2RLsD7Dq+hn4ALjDHnO5cXEAIdHtkVR44c4ZFHHqFNmzY5lh05ciTjHJN9/fr14/PPP/fp2hYP8DaAXw4PCBH480+YMweefhr69YMuXaBFCz3tllvg7rthxAj48kvYu1fPsYQ2+TVpWwnY4/R5r2Pfef5fxpgB6CiA8uXLn43umEHJkiVdrlLNSlpamkflvGXVqlV8+eWX/Pjjj0RFRZGUlERKSorH10pLS+Odd96hWrVqZ/PUvvrqq4DrEAoZ57g7lpqaSkREBOHh4UyZMiXbejI4ffo0RYoU4dixY5w5c4aTJ0/67bs6derUeb+ZM8nJydkeL0h40pbm7dsTnpJybofDnTItMpKl333n9rwar75KxaVL2X///Wx7+GFAF8Ju2lSS+PhyLF1aloMHowEICxPKlj1NsWKpFC+eigjs3RvBsWMRJCVFkZ6uYTfKlz9Fy5YHadnyAFdeeQzn6Byh9rsUFPzeFncO+t5uQFXgVzfHvgauc/q8CGiUU53BuPBq1qxZ0qlTJ5fHFi5cKHFxcVKnTh25++675dSpUyIiUqVKFXn88celfv368sEHH0jRokWlZs2actVVV8mJEyekZcuWsnr1ahER+e6776RJkyZSv3596datmxw7duy8trRs2VIeeughadiwoYwbN07WrFkjLVq0kAYNGki7du1k//79IiKyfft2ad++vTRo0ECuu+462bJli4iIjBgxQsaOHSsiIn379pXPPvtMRMRtPd5gF15lIesip9hYkd69RRITXZePjtZyTtsxisqrEY/KJZforqgokS5dRMaPF1m5UuTECfeXT04WWb5c5PXXRW66SaRIEa2jenU9//hxL9pSQAj1thAEC6/2Ac5ZQio79vnEsGGQkOD6WFpazFm3ZW+Ii4PXXnN/vF27dowaNYqaNWvStm1bunfvTsuWLc+GR160aBE1a9bkrrvuYuLEiQwbNgw4Fx4ZNOHJuHHjaNSoUaa6ncMjFy1alBdffJFXXnmFhx09PGdSUlJYs2YNZ86coWXLlnz55ZeUK1eOmTNn8tRTTzFt2jQGDBjApEmTqFGjBqtWrWLw4MH88MMPLtt15swZHnjgAZf1WHzA2wB+TmEWjp0IY2zEf3kz7EGOpBSlRVV4/nno1Emr8ISiReHaa3V78EE4cgTmztX4aEOHwsiR8NBD0KiRddgLBfJL4c8FhhpjZgDXAP+KSIFczpcRHnnp0qUsXryY7t2788ILL1C/fv3zwiNPmDDhrML3NjwyqFLPiGmTlYz6tm7dyq+//soNN9wAqPmnQoUKJCcns2LFCm6//faz52TE53GFu3osfsDVKlp3VKiAFC/Bxydv5TFeIjG1Al2rJfD4x3E0aeK7KBdcAHfdBX366JTCiy/qHED58lczfjzcdhvYJGeFF3+5ZX4CtALKGmP2AiOAIgAiMgmYj7pkbkfdMu/2x3Wz64kfO3byrI3c3wRDeOSM+kSE2rVrZwrCBnD06FEuuOACEtwNgVxc21U9Fj/gRQC/P/6Afp8/wDKpRaNaJ5h9xViayEpo4t+kJsZA8+a6/fgj9O+fyu23Q5s2MG0aXHKJXy9nCRL85aXTU0QqiEgREaksIu+IyCSHssdhWhoiIpeKSF0R8S0DdwAJlvDIGVx++eUcPHjwrKI+c+YMmzZtokSJElSrVo3PPvsMUIW+fv16r+ux5DEObxxJ/Ivp09Wk+GtaLaZMgVUbY2ky67E8z2DVsiVMnryW8eNh1SqoV0+DcVoKH9Zw5yXJycn07duXWrVqUa9ePTZv3szIkSMzhUeuW7cuYWFhOYZHzshpm4FzeOR69erRtGlTfvvtt2zliYyM5PPPP+eJJ57gqquuIi4ujhUrVgDw0Ucf8c4773DVVVdRu3Ztvvzyy1zVY8lDRo/m2NIEejTfx913Q8OGsH493HsvhOXjvzM8XBgyROfErrhCIzD37ashfCyFCHezucGwBaOXTiAoSG2xXjoe4vDG2UkVqcMGCeeMPMeTkhoV6zf5vMG5LSkpIk8/LWKMSKNGInv3BkSkXBPq9xjZeOnYHr7FEgh27GBZ25E0ZjV7qcw3UV0Z3nsP4bv+CLRkFCmi68O++AJ++w0aN4Y1BdYIa3HGKnyLJQDMWlGB6394itIcYlVkC244M98v+Zb9SefOsGIFREXp5O78+YGWyOIrVuFbLPnM9Olwxx3Q+ILt/NR/CjV//jB30S9zE5/Hy3Pq1tWJ3Fq1NHSDwwfAxgYqoFiFb7HkI2++qTFu2pRYzYLVpSj1zjjISDzirTeOt/F5cnnOhRfCDz9AkyY6mfvuu7m8tiXgWIVvseQTb7yhq11vqZbAV/+2oOi4/8tdRTEx6kg/caIG2Jk4UT/HxPj3HCdKloRvp/9F2/QF9O8P0yaeylU9lsBiFb7Fkg9Mm6YhDLoym093NiZKTuVeWe7YAb16aZpD0NfevWHnTtflExN1FNG1q+fnuKDoy6OYS2faxy7hPqbwKbfnqh5L4LAKP0j4/fffs/WTzyuOHTvGxIkTM4LaWfKATz+F++6Ddi1P80n3LykSG6kHcqssvY3PM3o0rF4NW7d6fo4zTqODKE4z+0QHmrGc3nzEvJPXB91ks8U9VuHnAmMMd95559nPqamplCtXjk6dOnlVT9WqVfnnn38AqFmzJr/88gtz5sw5r0xSUpLvQrsgJSWFIUOG0LJlS4ybACrFihUDNLlKt27dAF1dPN+6bHjEggWq06+9FmbPiyKqVGzulG5WnFMfupvwzWrG2bxZX9PTvZskzjKiiA07zVfVh3FVzZPcFjabZb9e4L38loBgk5jngqJFi/Lrr79y8uRJYmJi+P7776lUqZLP9Y4cOdJ34TwgI4Z+ZGQk77//vkfnVKxY8WyilISEBNasWUPHjh3zUswCz8aN0K2berh8/bVGrvQqkFp2eBKfxynyJidOqMLu2hXGjcv+IZOYqLOzM2dqgOYePaBq1XMPqpQUSrZvwrejStCsGXTZ9Bw/bYMaNXLXFEv+UbAVfjbxkWPS0siT+MgOOnbsyLx58+jWrRuffPIJPXv2ZOnSpQAcOnSI/v37s2PHDmJjY5k8eTL16tUjKSmJnj17sm/fPpo2bZrJjPLhhx/yxhtvcPr0aZo0acJbb71FeBb5M8qkpKRwzTXXuCxTtWpV7rjjDr755htiYmL4+OOPueyyy+jXrx/R0dH88ssvNGvWjCFDhjBkyBAOHjxIbGwsU6ZM4YorrmDnzp306tWL5ORkunTpcrbeXbt20alTJ9atW8czzzzDyZMnWbZsGcOHD/coEmiosX8/3HQTFC8O8+bppCfgVSA1n8hQ2s6K2tMRRVYPnGXLYM+e8x5UZcuqb36TJtCxI6xcCWXL5l2TLL5jTTq5pEePHsyYMYNTp06xYcMGrrnmmrPHRowYQf369dmwYQPPPfccd911FwD/93//x3XXXcemTZvo2rUrf/75JwBbtmxhxowZLF++/GyAsw8//DDT9bZs2cLMmTNZvnw5CQkJhIeH89FHH7mUrWTJkmzcuJGhQ4eeDc8MsHfvXlasWMErr7zCgAEDePPNN1m7di3jxo1j8ODBADz00EMMGjSIjRs3ugyPHBkZyahRo+jevTsJCQlW2bvg+HG4+WY4dEh79pUrB0CIDKW9dGnOpp8MXHnyZLzfuVOD6DdpksmF9NJLNYXinj2aVvHUqfxpniV3FOwefjY98ZPHjuVZeGSAevXqsWvXLj755JPzTBvLli1j1qxZAFx//fUkJSVx9OhRlixZwmzHH+Wmm26iVKlSACxatIgtW7acjUWfnJzMxRdfnKnORYsWsXbtWho3bqztO3mSCy+80KVsPXv2PPvqnDzl9ttvJzw8PNtY+cuXLz8re58+fXjiiSdy8e2ELiKaXzYhQRON5BA12//ExGTWuhmKeto0cArU55KsJqCM0WNaWmZzUBauvRbefx+6d4fBg+Gdd2xM/WClYCv8ANO5c2ceffRR4uPjfZpYFRFuv/12XnjhhWzL9O3bl+effz7H+pwnYJ3fZ8TQT09PzzZWvrsJXEvOjB0Ln38OL72kJp18Jzu7fU648v4Bj8xBd9wBv/6qA4vGjWHQIP81yeI/rEnHB/r378+IESOoW7dupv3Nmzc/a26Jj4+nbNmylChRghYtWvDxxx8D8M0333D48GEA2rRpw6xZszhw4AAASUlJ7Nq1K1Odbdq04fPPPz9b5tChQ+zevdulXDMdwcxnzpzpMmNWdrHymzVrxowZMwDcmozcxfMPdRYsgOHDVfk9+miAhPDWZTMrzt4/1arp5ok5CE2X2LGjLi5bvtz3plj8j1X4PlC5cmUefPDB8/aPHDmStWvXUq9ePZ588knee+89QG37S5YsoXbt2syePZtLHGmFatWqxbPPPku7du2oV68e7dq1468sf66sZW644QYS3Xh4HD58mHr16vH666/z6quvuizjLlb+66+/zoQJE6hbty779rlOO9y6dWs2b95MXFzc2YdLqLNzp86R1qql1pOADpI8cdl0x+zZaqO/6iodLezY4XHoh7Aw+OgjnSfu1k0nri1Bhru4ycGw2Xj4ijdtqVKlihw8eDAPpcmeUIyHn5IicvXVIiVLimzbFlCRco0/f5eNG0ViY0VathRJTfVbtR5TGO8xb8DGw7dY8o7/DUvm559h6rjDXFbURpGsU0ede378UW36luDBKvxCxq5duyhrnaHzjQUL4KW3ijGAyXRb95SNIungrrs0ReKoURpp0yNsyOU8p0AqfLFxX4KSQvO7eKh4arS7iz7t/6Y2v/IqwzL7rdsokowfD5dfrqEl/v7bgxPswzLPKXAKPzo6mqSkpMKjXAoJIkJSUhLR0dGBFsV3PFA86enQ9crVHA0vxYzou4nlpPqtZ/iux8bCrbfqyu0Q7bEWK6aB444cgXvvPIW0cPMQ9TF0s8VzCpwffuXKldm7dy8HDx7MttypU6cKh/Kh4LQlOjqaygFZVuonsi5ayuixR0eft2hp3DhYvaE8k1p8RJ1l61z7rW/dClu26IPjrbfysSEBxDkOz0UXUbcuvPACDBsWzTvmcu519V34snbA4h3uZnODYXPlpeMpoT5TH6wEdVv27xfp1UtdTEBfe/cWSUzMVGzdOpGICJEWLQ5I+i1dRQYPFklIEKlWTbfISD0/6xYdHaCG5YzffpdBg0TCwvRVRCQ6WtIwcj0LpRhH5Q+quf4uBg7U86KjM5+fC4L6HvMS66VjseQVHixaSknRyciyZeGRR7Zi5rjwW9+1y7sEJQWdxEQ1Zbkyy4gQ1qsn70YPJox07gr7kLSed57/XfiydsDiMVbhWyzO5KB4Ro3SsMeTJ0PJkqmu6/B1tWtBY/RoHcPUqHH+Q27XLihRgktStjO+yMMsT7+WcTtvPf+7cF7wlZv8vhaPKHA2fIslT8kmfPHq1WqP7ttXo2HGx2dTj7/i3gczWec8tm079975Ief4Lu68bwBf3vYLT6/qRIf1qtst+YtfFL4xpgPwOhAOTBWRF7Ic7weMBTLW6o8Xkan+uLbFkh+cOqVRMC+6yKN0CfkX9z6QZJ1sDQvTeMkTJ2r7Mx5yju/CAJNWwbI60KcPrFkDkZEBkz4k8dmkY4wJByYANwK1gJ7GmFouis4UkTjHZpW9pUAxYoRmCJw6FS64AEhMJO6hh0Lb1pzVdAXQti20aePWLFO2rH6HGzfqaMmSv/jDhn81sF1EdohICjAD6JLDORZLgWHlSvUQvPde6NDBsXP0aEpu3GgXCeVisrVTJ+jZE559Vh+ilvzDiI8LmIwx3YAOInKv43Mf4BoRGepUph/wPHAQ+B14WET2uKlvADAAoHz58g0zQvV6S3Jy8tkE3AUd25bAkZJiGDCgESdPhjNt2mo63NqW8JSU88qlRUay9LvvAiChf8jv3+XIkSL07Xs1l1x0lPiotmwd+TQppUv7pe6Cdo9lR27a0rp167Ui0sjlQXf+mp5uQDfUbp/xuQ9qo3cuUwaIcry/H/jBk7qtH75i2+ID+/eLtGhxni+9p4wapW7j8+Y51eeBr35BIxD32Acf6Ff4hnnAJ7/7rIT6/4U89sPfBzjn46vMucnZjIdKkoicdnycCjT0w3UtlpzxIT7L1q1qdujeXRN7AJns1mmRkYXf5dIXsotJFBND7z6GG5nPcHmO3RPn2XAK+YA/FP5qoIYxppoxJhLoAcx1LmCMcc6G3RnY4ofrWizu8TE+iwjcf7+6k5/nleOwW6+bMMEuEsqO7B62O3ZgevViYvQjAAwMm4L0KsSL04IEnxW+iKQCQ4HvUEX+qYhsMsaMMsZ0dhR70BizyRizHngQ6OfrdS2WbNmxw6fVru++q/Hcxz51hIu6Z+mlOhYJHb/sMrtIyBWePGwdI6UqKdt4PuIZvk1vx0d/t7UjpTzGLyttRWS+iNQUkUtFZIxj3zMiMtfxfriI1BaRq0SktYj85o/rWixu8WG1699/q3t5ixbQ/4+nbMheb/H0YesYKQ1e1Zcm5XfwyNKuONI8W/IIG1rBUnjJZXyWhx+G44dP8/aSKwib9JYN2estnj5sHSOl8AZXMfHb6iSlluS//w2MyKGCVfiWwkt28VncTCh+/z188gkMfySFK3o1DJ0AaP7Gy4dtXBw8+CC8/Tb8/HP+iBiKWIVvCU1cTCimpMADD8Bll8Hw54qHVgA0f5OLh+3//Z9+vYMGQVpaPssbIhR+hW/zZFqcyWZC8dVX1RXzjTcgKgobsjevcOO9U6IEvPoqrFunP4vF/xR+hW/zZFqccTOhuGfZbkaNgi5d4MYbHWVtyF7/4oH3zh13wA03wFNP2edrXlBoFX7z9u1tnkzL+biZUPzPixeSnu5hJMy8QERtSsePq0xnzqhdozDlbvbAe8cYTX5+6hT85z8BkrMQU2jj4a/6+GOunT3b5sm0nE+WWPUL15fjs+U6CKxa1Q/1p6XBvn2q4PbvhwMHdDt48Nz7I0c0T+7Jk3p/njzp3nAdFqZxhEuUgJIlM2+lSkHFilCpkm6VK+tr2bKqPYMJD713ataEJ5/U3+O++6BVq8CIWxgptAo/pUwZO+lmcY2TaSbl1Qk8cJWGcX/sMe+qKXL4MCxcCBs2wPbtmVMcnjmTuXB4OJQrBxdeqFvlytoJiYnJ/FqkiCr+9HR9zdhOn4ajR+Hff89tiYlw6JA+wLKOBKKiNAPV5ZfDFVdkfi1RInffmz/wMDHMk0/Ce++p5866dRBRaDVV/lK4v8ZQyDpk8YnXXoPffoOv3z9EdPuuMHPm+Z0CETU7rFwJCQmwfj1s2ECzv/8+V6ZUKaheXf0Lb7tN31erpor9wgs1iH5YHllQU1PV4L1vH+zdq69//gm//66B57/4IvPooXp1aNQIGjbU1wYN8kYuV3iYGCYmBl5+Gbp1U1fNIUPyQbYQoHAr/FDIOmTJNXv3qtng5pvhppX/Oze5n+EqsmIFLF+urxnKPSoKateGG29ke2wsl916K9Stq0o9UERE6IOlcmW45przj6ek6Mjjt99gyxZt288/w6efni1ydaVKmrykVSvd/GLb8oHERG59vQfXX7eAp5+OokcPKFMmsCIVBgq3wrdYsuHRRyH1+Cle++pKYJfunDgxs09g9erqNtKsGTRtqsreYV/YGx/PZQXBwBwZqeacK66AW245tz8pCdauhTVrODF/PrFff612FIAqVc4p/7Zt9WGSn4wejVm+jNe7vUTcyqd5+ml46638FaEwYhW+JSRZ8vVR0md+y8raX1F9x99w0nHAGJ01fOwxuOmmwj3nU6YMtGsH7drx67XX0qpFC9i0SbOzx8eD8wMgLk6HQp06qRkor8xTWRKj1/n0GYZQgvEThzJgQDhxcXlz2VCh0LplWiznkZQE06YhHW+iSedyfEp34vbPU+8RY9RcYwxcfz3cc8/5yr6wL+ILC1Pz1AMPwKxZ6k20fr0mny1WDMaMUZNRxYr6/Xz1lU4m+xMXrpsju22idGnDgw8WLi/VQGAVvqVwc/Cg2gLatoXy5eGeezj282bekAf4YfRyzMGDurBq0CBYtSr7FbWhtogvLAzq1YMnnoClS/UB8MEHauaZNQs6d9aH4j33qLdSaqrv13ThulmqXARjng9j6VKdUy/0D968xF0qrGDYbIpDxbbFS06fFpk1S6RzZ5GICM2jd/nlIg8+KEfrNZOypVKleXOR9HQP64uO1jqybKmRkXnajPzE698lJUVk/nyRPn1EihfX7+TCC0WGDhVZudKLL9cFXbuKDB4skpCgr127SmqqSP36IpUriyTf+5BIWJimRXSRwjLU/y/kcYpDiyXwiMCaNWqOqFhRXSN//hmGDVM/+S1b4MwZRm64laTDhtdf92JdkpsVoqs++SSvWhP8FCmiMSjef189mGbN0gQCU6fq5HbduurzmpTkfd0uQlqEh8Obm65n7154YWqZc6vnK1aEJUtCZ9TlI1bhWwo2J06okmnQABo3hilT4NproU4dWL0axo6Fq6+GsDB+n7iQN3iA/kyjfgMvwmy4WSGaUrp03ratoBATA7feCp99pmafKVPU5v/ww6qQe/aEH35QJe0DzXZ9RO+qyxjLY+ygWuaDNnSKR1iFbymY/PGHBlupVEnX36emqq0+MVFdCDdvhuee07KOHvp/wl4jhpOMiRnjfWx7GznTM4oXh3vv1e9p/XpNDPztt9Cmja7yffNNSE7OXd0VKvDidV8TThqPhb2s+zKW4Np8BR5hFb6l4CACCxaou2SNGhrHuF07TT67YQM88giULn1+wLzq1Vnw7zV8nd6R/0W8SPnTf3ofZsNGzvSeevX0N9q/Hz78UOP7PPigPpAfe0xXA3tJpeO/M/zqH5id3pX4qv30QW9Dp3iMVfiW4Cc1Vd0zGjaE9u11pegzz8Du3bq/RQtV7G5s7anbdvLwklu4tMRBHlrR3fbQ85uYGO19r1ypW/v2upq5enXo3l1HA54yezb/ib+ZKlXgoUMjSBs4xI66vMAuvLIEL6dOwfTpaoffsUNNAtOmqfKIjDy/vBtb+6QvLmLzMZgzB6Ial4PGNsxGwGjSRB/Sf/6p5p0pUzTEw/XXw9NPq7tlDrPpMTF6S9xxR1Wmxo3n/quwoVM8xPbwLcHH8ePw0ksaz2XQIDUFzJ6tdvm773at7DPIYms/9GcyI0aoPunSJd9aYMmJSy5Rrb1nj4Ys37QJWrfW0dr33+e4wqpbN2jeHP73P400bfEMq/AtwcOpU/D66zrUf+IJXc6/eLEq765dPVvOn8XW/n+Xvs+RI+ohGGzh4S3oJO9//qOTrW+8oa/t2qlr5/z5bhW/MXqrJCXpejiLZ1iFbwk8KSkwaZJmDx82TH24V6xQ745WrXKtqbdsUd0/YIBWaQliYmJ0DcUff+i98NdfOjnfvLmubnaxurZ+fejfX58TW7cGUPYChFX4lsCRnq4Ldy6/XE03Vaqov/bChdrD85FHHlF3cLsmpwARFaWunNu2qeLfsUOVftOmGt4hy485Zow+K2w6RM+wCt8SGOLjNepi374atfGbb7Qn17q1X6r/5hsdIDzzjCaashQwihRRxX/okH7evVvNO1kWWJUvr3O98+bBd98FUN4Cgl8UvjGmgzFmqzFmuzHmSRfHo4wxMx3HVxljqvrjupaCR8zevWqPb91aDbAff6wrYjt08JuR/cwZ7d3XqAFDh/qlSkug2LlTXW2dV9CGheliO8cCrgcf1BSVDz98fmZJS2Z8VvjGmHBgAnAjUAvoaYyplaXYPcBhEbkMeBV40dfrWgoYhw7Bww/TuF8/Ndk895xmYOrZ0++zqZMmadXjxmXv0GMpAGS42p4+ra62xuhcz5tvqinw44+JihReflnnbCZNCrTAwY0/evhXA9tFZIeIpAAzgKwOcF0ARyYFPgfaGJN3PhO7Vx/g4iEj7EKMYCA9XWPdXHYZvPYaB66/XhN+Dx+eJ3FPDh2CkSN1Jf/NN/u9eksgcHa1HTRIs46tWKEPg969oXlzOl/8C23bwogR8O+/ETaEshv8ofArAXucPu917HNZRkRSgX+BPMlQeeQI1GlWgrGbe9rZukCTkKCpAe+772zvLC0mRg2vecSoUXoPvPKKdcMsNLgKa9G0qUZDnToVfv8d06ghM0sOIOLIP0yfXi30chd4iBEfU8gYY7oBHUTkXsfnPsA1IjLUqcyvjjJ7HZ//cJT5x0V9A4ABAOXLl284Y8YMj2Vp3r494SkpPMRrjGcov1CfemwkLTKSpQV4Ric5OZlixYoFWgyPCT9+nGrvvkulOXMgPR1XejcvfpM//4ylf/9GdOz4F4888rtf63ZFQftdsqMgtyUiOZkq771HpTlzOJ4WwxDG8wQvUpstZ8sUVB2Qm9+ldevWa0WkkcuD7gLle7oBTYHvnD4PB4ZnKfMd0NTxPgL4B8fDJrvN6wQo+/eL9OolSTGVpDT/SJuwHyS9V+9MyREKIgUmoUN6usiMGSIVKogYowkqNm8W6dVLJDZWk4ZERYn0zpvf5KabREqUEPn7b79X7ZIC87t4QKFoy8aNklKvoQjIGhpKOuh9l0f3W34QjAlQVgM1jDHVjDGRQA9gbpYyc4G+jvfdgB8cgvkXxwRP6dOJjAgfzaL01sw9dJ2NoJcf7N+vsQt69NAY6KtWabjiK6/MFN8mLCUlT6IaLligrnn/+x9ceKFfq7YUFOrUoci6Vcyv0Isa/E46YXDyJBQtanWAA58VvqhNfijai98CfCoim4wxo4wxnR3F3gHKGGO2A48A57lu+g3HBE/jCXWpVSqR/yzt4vc8yxYnRODdd6FWLY2B8vLLquwbNz5XxmnSbX/nzn6fSEtNVTfM6tXVRc8SwoSHE1d9P51LxrMo5ma9P2fM0GxolsKd0/bbbzXV5tixua4mKAja4fbu3SLt2+uX3Ly5yO+/53hKXrTlrbdUhFmz/F51tgTt75ILCltbvvlG74k5feeIVKwoEh4u8swzmu+4ABGMJp2gpX17DccxerRmXrP4CRF4+21NI7hsmfpEx8frSqd85siRc1F1u3bN98tbgpQOHaBjR+g75xYOLN6k7pujRml45l9/DbR4AaNQK3xQC8OJE2rbtfiBv/7Sf9LAgZorduNGXc7qSSTLPODZZ9X3/tVXrRumJTOvvKL//afGXgDvvacJEfbt00Q6L74IaWmBFjHfKfQK//LLVR9Nnapu4RYfmDtXw07Gx8P48Wqzr1Ytx9Pyim3bNFLi3Xdr5ESLxZnLL9cAnO+8I/zS8N5zvftOneDJJzUo27ZtgRYzXyn0Ch80gFbp0hprI9e+QaG8cu/4cQ1k1aWL5iNduxaGDAl4l/qxxzS44rPPBlQMSxDzzDNQJiqZYev6IP83SiPpff45fPSRxmKoX18jtuaB02AwEhIKv1QptePHx8MXX+SyklBdubdmDTRooKnoHn9cPXBqZQ2VlP8sWgRffgn/LTuZCiYEH8KWnImJ4YJShtGnHmMJLZk16YB2UmJjNSDbxo3nIrb26QNHjwZa4jwnJBQ+6Or+OnXg0Ufxzk0zJkZvkokTNS5MlvCshZb0dE1B17SpGkIXLVK7ZxBEI0tLUzfMKsWTeHj3sNB7CFs8w5HU/r6Yj6jHeh41L3Oyez+NwAk6Wl20SO+fTz7R3v7PPwdU5LwmZBR+RIRO4uzYoenuPMZx0xAbq59jY3XGP+OmKYwcOqTmm8cf19cNG/wWp94fTIsezIYN8NKxQUTLydB5CFuyx2F2jcyIoe9YiBl++gSvFXmc3VKFV3Z2zbwIKzxc3byWLNEFHc2aaT7l9PTAtCGPCRmFD3DDDRpBccwYL0zxGeFZHStFOXUqT1aKBg0//aQ9ne++0xnRzz5Tm1iQ8O+/8FTJN2lWbiu3x8zTnaHwELbkjMPsWuW9987tcyz6a736JbpWS+D5tTewf7+Lc5s1U6+OLl00n3LHjvDPeaG+CjwhpfBB3TRPncrippnThKxzeNaBAwvnxK2I+jY2b64ulsuXq4tDkPk6jhkDB5PCea35bMzpEHkIW7Ini9m10ty550Z8TpE2xy2M40x4DMOHu6mnVCnt4EycCIsXq/vm6tX52pS8JuQUfo0auvx+2jT45RfHzpwmZF2FZy1MHDkCt92mhvGbboJ16zKHRggStm5Vc1zfvtBIVhf+h7DFM7KYXdOiolyO+KpX11v8/ffV98Alxuj9tHy5vr/uOl1kWEi8eEJO4YP27suUgWENlyKhOCHrzObNuoDqq690kmPOnKAy4WQgAsOGaYf+hRco/A9hi+dkMbtmF6Dvv//V3cOG5aDDGzVS9+PWrfUB0K+fOi8UcEJL4TtMNxec+otnn4Ul0pxZ170WWhOyzsyZA9dco+5o8fG6UCHITDgAJCbydd3hfPstjHzkKBd1D9H1EBb3eBigr3hxza7500+aTjlbypTREKwjRsAHH6jH2vbt/pc9Hwkthe9kurn3XqhXDx5b35tTJyW0bMHp6boi5dZb1ad+7VqdtApSTo14nmGb7uXKUok8kPjf0FwPYckepxHftmHDsh3x9e2r5vknntA1hefhPKcXHq45M+fNgz171NS5YEFetSLPCQ2F78KXPjzC8OqWDuw6VpaxjWeGji3433/VE2H0aOjfH378ESplzUjpAfmx8tjxu708pTg7uJTXD99FkckTQtf8ZvELYWE6F7Rvny4tOQ9Xc3o33qgdo4sv1vevv14g7fqhofDd+NJf/+d07rgDnttwMztLhIAt+Lff1ITz7bcaC2fqVB3Z5Ib8WHm8Ywd7ugzlOf5LV2ZzQ/hi7XFB6JnfLH7luus0V8/YsbB7t2NnTossq1XT5OmdO+skwH33ebmKM/CEhsLPxpf+5ZdVhwwbFmgh85hFizR41OHD+j63sXDyc+VxhQo89mtf0gnjlcjhusQ2LS20zG8W/+I0Mn3xRb11n3jCccyTRZbFisGsWer58c470KZNgYq9HhoKH9z60leurHMyc+fC118HWMa8YsoUDRB+8cW6dLxFi9zXlY8rj+PjYeYfjXii0Q9U/flT7WFVq+ba/BbKwe0snuM0Mr3kEg3AN3MmLF2K54ssw8K0nhkzzrkwr18fkOZ4jbvMKMGw+ZrxylNOnxa58kqRatVETpzI9SXzjFxnI0pNFXn0UU3906GDyL//+keggQNFwsJEoqP1ddAgj0/1tC1nzojUrStSpYqHv8mgQV7L4iuFLUtUYcFlW6Kj9X+QZUumqFSqkCoNGoikpYlI164igweLJCToa9eu2V9szRqRSpVEihYV+frr/GlLDhCqGa88JTJSTdo7d2oYjULB8eO6mGrcOE0I8NVX2lvxB/mw8njSJA1m+MorOViLQjW4ncU7XI1Ma9SgqDnBS7XeY906mD4d79d3ZKzGveIKte1PnJjXLfEJq/AdXH+9TuI8/7zeGwWaffvUbPPVVxoP5803NXqcv8jjRU9//aUm0rZtPUhbGIrB7Sze42yuAV1EtW0biNBz0T1cy3KevOcAGXHXvK47Pl7j7wwerJMCQRp8zSp8J8aNgyJFCvgE7ubNOjn7+++q8B94IO+v6Wf7+X/+AydP6rMkx3nlUAtuZ8k9GSPT77/XGCsOjy8TG8tbHedxKLyc+zg7OVGsmC5kHDRIzQS9ep17uAQRVuE7UamSruT86iv46v3DgRbHe5YtU3+z1FSdherYMX+u60cXzYULdQXk8OFQs6aHJ4VCcDuL72SMTNu2Ve8aObfg8qoqR3joIcPkybByZS7rj4jQ+l96SWeCb7gBkpL82gRfsQo/Cw/+9V9qsYmHhqZx8mSgpfGCL77QG6xcOb1j4+Ly/pp+tp+fOqUj4ssu05SjHmPj6li8xUUnYeRI9dobOFD7TLnCmHOuP6tXw7XXwq5dfhTcN6zCz8ChvIpMnsAEhrDzWFmejR1TMCb/Jk3SCdqrrtIof1Wr5s91/Ww/f/FFNau+9Vbu14NZLB7hopNQvLhOeW3YoK9A7s2Vd9yhw9WDBzVsya+/+r0JucEq/AyclFcrfqRv+Ie8ZJ5g4/w9gZbMPSK6iGDQIPWzX7QIypbNv+v70X6+bZsGterZUwcqFksguOUW6NRJQ03t2YNv5srrrtNMWqBOFCtW+FPUXGEVfgZZlNfL6Q9zQdRJ7htelrS0QAvngrQ0uP9+vRH799eM3kWL5r8cfrCfi6gpJyZG3TAtlkBhjDq1pR8/wUOXzPbdXFmnjo66y5TRuYNvvskbwT3EKnxnnJRXmUF38Fqdd1i1Sk0MQUVKippOpkzRAN9Tp/rX7dIb/GA///hjHf0+95x1rrEEnqpVYcR/U5nDrXwZebvu9MVcWbWqKv0MX/0c4zLnHT4pfGNMaWPM98aYbY5Xl5kzjDFpxpgExzbXl2vmKVmUV6+fh9G+verUPcFi2Tl5UsMaz5yp3gBjxgRnDHsPOXAAHnpIPUnvvz/Q0lgsyiMjS1CvzF4GpbzGkajyvrv7Xnih+uo3a6YPjjff9Ku8nuJrD/9JYJGI1AAWOT674qSIxDm2zj5eM99wdkAZMiQIoqEeO6YpCOfP14naxx4LsEC+88AD2qxp0yD8gI2HYwkOihSBaXVf44Apz6MdN/nH3bdECY1Ue8stmmd1zBi/yOoNvir8LkBGivj3gFt8rC/oqFZNzeRffQWffx5AQQ4d0tnMJUs0+04h6A7PmQOffqoTZFdeSf6EXLZYPKTh4nE8+ng478wpw/e3+MndNzpaE6XfdZcuJ//f//K1J2nEh4sZY46IyAWO9wY4nPE5S7lUIAFIBV4QkS+yqXMAMACgfPnyDWfMmJEr2ZKTkylWrFiuzs1KWpph8OAGHDwYxbvv/kzJkrl10s0dKXv2cO3IkcTu2cOmZ54h6brr8vX6/iTjdzl6NIK7725MmRIn+XXXhURy5ryyaZGRLP3uuwBI6Rn+vMcCjW2La06fDuO++xqRkhLGu++uJibGTx4c6enUfOUVKs6bx5477uCPgQNdmmZz05bWrVuvFZFGLg+6i6qWsQELgV9dbF2AI1nKHnZTRyXHa3VgF3BpTteVfIyW6QkJCSJFioh07+7XanNm7145fvHFIrGxIt9/n88X9z8Zv0vfviLh4SLruo0RMUakRg1tI+hr794iiYkBlTUnCn2EyQKKv9uybJneokOHelB4/36RFi08u3fT0rRSEBkyxBGuMzP5Hi1TRNqKSB0X25fA38aYCgCOV5eZAERkn+N1BxAP1PfgQRVUXHWVurzPnKlmiHxh715o1YrIpCTNo9m2bT5dOG/59lt47z14Im0M9T9/Soe027ZpQCuw8XAs+U82C6yaNdOAs+PHO+LmZ4c3ZsmwMF3h9dhj6iwyYAB57QPuqw1/LtDX8b4v8GXWAsaYUsaYKMf7skAzYLOP1w0ITzyhuQ4GD86HeUWHsufvv9nw0ktBnWTcG5KTIxgwAK6scYanu287t0o3LEwDWi1caOPhWPKfHBT1c8+pd+U997hJfJ7bMCPG6BLzp5/WDFp9+/oQ1yFnfFX4LwA3GGO2AW0dnzHGNDLGTHWUuRJYY4xZDyxGbfgFUuFHRMD77+sPfv/9jrmWvMi0tGePKvuDB2HBAo7Wru2/ugPM66/XYP9+mP5hEaJLxZxbpQvnglrZeDiW/MJDRV2sGLz7LmzfDo8+6qIeX8KMGKMPmjFj4KOP4M4780zp+6TwRSRJRNqISA2H6eeQY/8aEbnX8X6FiNQVkascr+/4Q/B8wYUyv+IKfdrPnavK3++eJX/+qcr+n380jGuTJv6pNwj45BNYuLA8I0bA1Vdjo1xaAo8XirpVK1X2kya5SIfqjzAj//3vuUibeaT07Urb7HCjzB96CFqYpTzY71/2TPzKf5mWdu/WuyopSZX91Vf7Jn8Q8eefGvKndu1/z8Uct1EuLYHGS0U9erTerv37a38lE/7owDz2GIwdq27YZ873XPMVq/BdkcMwLywM3l1xOWkRUdwV9iFphPmeaSnDjHP4sNqxGzf2X3sCTFqamibT0mD48C0BiwJhsbjEC0UdFaVWl6NH1Z6fyavdXx2YRx/VmDt5EKnXKnxXeDDMq97kQsZfN5P49Ja8EPE/3zxLEhM1x+Lhw9qzb+Tahbag8soruqr8jTegUqXgywJkCXG8VNS1a6vlZd48ePvtPJLJkY3L31iF7woPh3l9L/iSXjVWM0JGsqLLi7kbwh08qJOViYn6VC9kyj4hAZ56SsP/9OsXaGksFv8wdCi0awePPAJbtwZaGs+xCt8dHgzzzJzZTFzTmEsuMfRa9yhHpnk5hDt8WO+aHTt0FqhpUz8JHxwcPap5IMqWhcmTC3SMN4slE2FhMH26Dv7vuIMCkx3PWlPd4TysmzDBbbESJdT75LrrdCJn1iwPFduxY3DjjbBpk7r8tGrls8jBhAjcd58+y374QcOBWyyFiQoV4MMP9W/84IMarTzYsT18P3DNNbp2Ys4cGDfOgxNOnNC0OmvW6LLdDh3yXMb8ZsIEbdqYMZrsx2IpjHTooCbLqVMdbtpBjlX4fuLhh6FbN02+HR+fTcHTp6FrV12j/eGHGiq1kLF6tdo2b7qpUERwtliyZeRIHaAPHBg0qWvdYhW+nzBGY7rXqAHdu8O+fS4KpaWpt8+CBbqMukePfJczr/nrL52grVBB4+WE2TvMUsiJiFCzbsmS2pc7fDjQErnH/h39SPHiavo/fhxuu02de86Skbh11iz1U7z77uwry4uQDXnM6dPa7qQkTbFr7faWUOGii/Sv/eef2uHLcZFsgP7foavwffnCszm3Vi3NT7JqlU7inl2Y8fTT6qoyfLjaf3KigCUDEdGsYCtWqPdCXFygJbJY8pdrr9U1mt9/D48/nkPhQP2/3cVNDoYtT+PhDxokEhamr97iwbnPPadhrkeNEpHXXtMP990nkp7uvt79+7Ve1Z+Zt+ho7+XMR15/XcV86qnsy9m468GJbYv/ePBB/S9Mm+biYHS0V//vfI+HX+jIbRhTL8998kno0we2PvMhDBumhu2M8u4YPVp//ho1Mq3y/btt29yHbMgH5szRJt5yS4EZkFgsecbLL2s20gED4LyEbb5E1fQDoafwffnCvTjXGHjntvlMN3ez2LQm/r6P3C+Xdn6QuEgGkhobG5hkIB6YvZYv16/kmms0xoidpLWEOhERmv+6dm2d01q3zumgP6Jq+kDo/T19+cK9Oferryhy681wZS2eqPkFN98ezdq1burN+iDJkgwkMlDT/jnYGX/7DW6+GS6+WJO8Z4hvsYQ6JUrA/PnquNCxY5Y+YQDDgoeewgffvnBPzv39d11vnZ5OROP6zF5YgtKldUXe77+7qDPrgwQyJQPZlN92Eg9MVzt26LA1MlJTFpYtm78iWiwBxXn062YkXLGi/jdSUvS/snev40AAw4KHpsL35QvP6dzoaLj88nM+me+9R+WLDd//VRcR1ePbt7uoN5iSgeRgutq1C1q3VqvTggVQvXoeyFAA3VItIYTz6DebkfCVV2pMxAMHNCDu/v0BkNWJ0FT4ecXx4/oLh4dr4Gw4qyxr/vwh319yDyeS02nVykVPP5iSgWRjutqzR2/co0fV/axevTySoYC5pVpCBFej3xycOK65Rnv6iYk6aD8vcUo+YhW+v0hNhZ49YcMG7cafOZNZWb79NnEJ01l8w3OkpOhS7N9+C7TQ2eBixLFtm3a6k5K0Z9+gQR5c1xcvKoslr8k6+g0PP+eMkY0Tx7XXqk3/zz/1P7R7dz7K7IRV+P5ARMPlffWVZvmIjT2nLDOUl0OB1f30aRYfrE164l80b65FgpIsI461T82mWTMN8pmnCbkC7LZmsWRL1tFvWppuHjiANG+ubpp//QXNmgUm7o5V+P7gpZdUoT/+uC43dVaWe/acp8Bq967PkmXhlCihtvBgT+W6cKGOSGJj1Q3TZ2WfnX0+wG5rFkuOOI9+q1XTzcO5t+uu07iJ6en6AFi2LJ9kdmAVvq/MmKGrrHr0gOefP/+4GwVWs1k5fvpJQxB066ZhlTPlx/SWPJjkFIFXX9UQsNWqadiEmjX9UHFO9vlgmsC2WLLi3KHbsUM3L+be6tbV/9KFF+p82Ntv+/jf9wZ3S3CDYcvT0Ar+YOVKkagokebNRU6dcl+ua1eRwYNFEhL09cYbRVq0EElMlBMnRG67TVdX33qryOHD55++/PPPz5Z3i3O4h/37cy6fA8nJIj17qlxdu4r8+2+uqzqHl8vKg51AL+H3J7Yt+U9Skkj79voXuOcekZMnzy/j79AKAVfq2W1BrfB37RK58EKR6tVFDh707twssXjS00XGjROJiNDq1qzJXHxv587uY/e4U6KQuzhBIrJ2rUjt2iLGaEygtLRcVXM++/fLX23aiMTGqnyxsSK9e/v0YAokBUWxeIJtS2BITdX4UyDSoIHIxo2Zj9tYOsHA0aOaser0ac1F6+mqIzceKCY2hv/8B5YsUeeeJk00qObJ6FJgDJXmznXvsZJ1ktMZLz1cUlJgxAi4+mo4dEhdyYYP92O4hAoVSC1a1NrnLRYH4eHw7LMaTvzPP6FhQ7UM5xheOZdYhe8taWnqfrlliwbMuPJKz8/NwQOlaVNISNCgay+8AHUuOsh3rZ4nLYtPfyaPFec5goxyERHuy7tARJV7w4ZqVu/VS1PttmvnedM8JfLwYWuft4QGns6rJSbS+eWWbFp8gM6d4b//VTfO48f9L5JV+N7y6KPqUDt+vPrbe4MHHiilS2vmrMWLISIqgg7xT9Lm9Lf8GNnWfY84Y5Jz1SqN2JSa6nEPeu1aXfZ94416g335pebmLFXKu6adJYebfNOoUcGzwMxiyUs8XTzoKHfhWyP57DOYOVM7f0WL+l8knxS+MeZ2Y8wmY0y6MaZRNuU6GGO2GmO2G2Oe9OWaAWXSJHjtNY0FPHDg+cc9eaJn9UDZtcvlOa1awfr18Ea9qfwWVY9WKd/T6qItfLy6xtlAmmdx9hqoWVMza2XTg05JUeei5s2hUSMdVbz+ui4E69zZu6/kPOwKWUuo4+niQTfl7ugRxuvD82jk686478kGXAlcDsQDjdyUCQf+AKoDkcB6oJYn9QfVpO3334uEh4vcdJPOtLgiN0lVPDjn229/lNdeE6lSRSd3SpQQ6d9f5OOPRfbu9ewySUkiM2aI9O0rUq6c1lO9usjYsSJHjngurls89MApSBNqOWHbEpwEvC3794v06pWzc4KrcjVqqLeEQx/4e9I2wseHxRYAk11SD7ga2C4iOxxlZwBdgM2+XDtf+eMPjX55xRXw8cfnx7WPicmcwDZjZW10NJw86bpOL86JikrnoYfggQd0Ynf6dPjsMzX9AFStqgHMKldWq5GI9uJPnNBAbVu3nkuqXrq02ub79FH/er9NyO7YoeauL77QC8fGakbnceP8dAGLpYDg6eJB53Kg/5tt2/S9Qx80j4xU5xA/YfSB4GMlxsQDj4rIGhfHugEdRORex+c+wDUiMtRNXQOAAQDly5dvOGPGjFzJlJycTLFixXJ1rjPhJ07QYMgQIg8dYu3EiZyqWPG8MpFJSVw6cSJlly0j/PRp0qKi+Kd5c/4YNIiU0qVd1uvNOa7akpZm2L69KBs2XMCWLSU4cCCKgwejOHQokrAwISJCKFIknQoVTnHJJSe45JITxMUd4YorjrrNw+IrNV59lYpffUV6kSKEnTnD/ptvZluW/L3++l2CAduW4CSv2hKZlEStUaPYPGKE2/91BrWfeYaU0qXZ36kTFb/+mshDh1yGOc8od/C666j52mvEJCZi0tPP6oMNd91FkYsv9krO1q1brxUR1yZ2d13/jA1YCPzqYuviVCYe9yadbsBUp899gPE5XVeCwaSTliZyyy1qylm4MPuyAweqaSY62nOzjofnZGqLL4uq3J3rh4VaInL+ArOuXc8rEvDhth+xbQlO8qwtvuTB9gQX+iDf/fBFpK2I1HGxfenhA2cf4PyIquzYF/yMGqUmipdf1rim2ZGbcAC5OceXSVF35/projWYQjxbLP4ivyK45kdIEXdPAm82su/hRwA7gGqcm7St7Um9Ae3hz56tEyn9+ulS2ACyePFi38ISZLcaN59DHdieZHBi25INnk7C5gFBtdLWGNPVGLMXaArMM8Z859hf0Rgz3/FASQWGAt8BW4BPRWSTL9fNczZu1FnNq68+9zQPNHmRfD0hwYYitlhyohBFcPVJ4YvIHBGpLCJRIlJeRNo79u8XkY5O5eaLSE0RuVRExvgqdJ5y6BDccov+oHPmnMsxG2j8nXw9PFxj+EdEFIob2WLJU3w1twRJyk670taZjLAJe/eq/dmFR05A8Wfy9aVL1W6/dGne2Q2D5Ca3WHzG1/mpIFmQ6JMffqFj5EjN3TdlikYwCzacb7IJE3J3blb//5074a231Knf3ZoBUOXdo4eu+/Z0BOB8k7/1lnfyWiyFgdys0clDbA8/g6+/1rB1/fvDvfcGWpq8I6e5AHe9cm96KDYvrcWiBFnKTqvwQX+UPn2gfn0NilaYyWkuIKtiz43yDrKb3GIJGEE24WsV/smTcNttqsRmzQqNXqiruQB3il3Ee+UdZDe5xRJQgihlZ2jb8EU0suT69WrSqVYt0BLlD67mAhIT3cfC+b//8155Z9zkAwbA5Mlav8USivgy9+ZnQlvhT5mikcieeQY6dsyxeKEmu155bpR3EN3kFotFCV2Fv3q1hp9s314VfkEkN54z2eFOsVvlbbEUCkJT4f/zD3Trpr3ajz46P9xxQcHfbo9WsVsshZrQU/hpaTrp+NdfsHw5lCkTaIm8J8h8ey0WS8Eg9Lx0xozRxVXjx2t+v4KIdXu0WCy5ILQUfny8epz06VOwF1dZt0eLxZILQkfhHzigveLLLlN7dzBEwPSFIPLttVgsBYPQsOGnp8Ndd2kkzG++gcKQys1OsFosFi8JDYU/dix8951ObF51VaClsVgsloBQ+E06y5fDU0/B7bfD/fcHWhqLxWIJGIVb4SclaXz7KlV0VW1Bt9tbLBaLDxRek44I3H23TmauWAElSwZaIovFYgkohVbhV/78c/jqK3jttYLrb2+xWCx+pHCadH7+meqTJ0Pnzpq31WKxWCyFUOH/+y/06EFK6dLw7rvWbm+xWCwOCp9Jp2hR6N2bzeXL06B06UBLY7FYLEFD4evhR0TA6NEcrVMn0JJYLBZLUFH4FL7FYrFYXGIVvsVisYQIVuFbLBZLiGAVvsVisYQIPil8Y8ztxphNxph0Y4zb1U3GmF3GmI3GmARjzBpfrmmxWCyW3OGrW+avwK3A2x6UbS0i//h4PYvFYrHkEp8UvohsATB2cZPFYrEEPUZEfK/EmHjgURFxaa4xxuwEDgMCvC0ik7OpawAwAKB8+fINZ8yYkSuZkpOTKVYYEp3gW1sik5KoNWoUm0eM0NXHAcb+LsGJbUtwkpu2tG7deq2IuDaxi0i2G7AQNd1k3bo4lYkHGmVTRyXH64XAeqBFTtcVERo2bCi5ZfHixbk+N9jwqS2DBomEhelrEGB/l+DEtiU4yU1bgDXiRqfmaNIRkbZePV5c17HP8XrAGDMHuBpY4mu9lmyIidHk5hlMnKhbdDScPBk4uSwWS8DIc7dMY0xRY0zxjPdAO3SEYMlLduzQpO2xsfo5NhZ694adOwMrl8ViCRi+umV2NcbsBZoC84wx3zn2VzTGzHcUKw8sM8asB34G5onIt75c1+IBFSpAiRLay4+O1tcSJeCiiwItmcViCRC+eunMAea42L8f6Oh4vwOwmcMDwd9/w8CBMGAATJ4MiYmBlshisQSQwhce2XKO2bPPvZ8wIXByWCyWoMCGVrBYLJYQwSp8i8ViCRGswrdYLJYQwSp8i8ViCRGswrdYLJYQwSp8i8ViCRH8EjwtrzDGHAR25/L0skBhCcds2xKc2LYEJ6HelioiUs7VgaBW+L5gjFkj7iLGFTBsW4IT25bgxLbFPdakY7FYLCGCVfgWi8USIhRmhe82yUoBxLYlOLFtCU5sW9xQaG34FovFYslMYe7hWywWi8UJq/AtFoslRCjwCt8Y08EYs9UYs90Y86SL41HGmJmO46uMMVUDIGaOeNCOR4wxm40xG4wxi4wxVQIhp6fk1B6ncrcZY8QYE5RudJ60wxhzh+O32WSM+Ti/ZfQUD+6xS4wxi40xvzjus46BkNMTjDHTjDEHjDEus+cZ5Q1HWzcYYxrkt4ye4kFbejvasNEYs8IYk/v8Iu6S3RaEDQgH/gCqA5FogvRaWcoMBiY53vcAZgZa7ly2ozUQ63g/KBjb4U17HOWKo7mNfwIaBVruXP4uNYBfgFKOzxcGWm4f2jIZGOR4XwvYFWi5s2lPC6AB8Kub4x2BbwADNAFWBVpmH9pyrdP9daMvbSnoPfyrge0iskNEUoAZQJcsZboA7znefw60McaYfJTRE3Jsh4gsFpETjo8/AZXzWUZv8OR3ARgNvAiccnEsGPCkHfcBE0TkMICIHMhnGT3Fk7YIUMLxviSwPx/l8woRWQIcyqZIF+B9UX4CLjDGVMgf6bwjp7aIyIqM+wsf//sFXeFXAvY4fd7r2OeyjIikAv8CZfJFOs/xpB3O3IP2XoKVHNvjGGJfLCLz8lMwL/Hkd6kJ1DTGLDfG/GSM6ZBv0nmHJ20ZCdzpyFM9H3ggf0TLE7z9TxUUfPrv2xSHBQxjzJ1AI6BloGXJLcaYMOAVoF+ARfEHEahZpxXa81pijKkrIkcCKVQu6QlMF5GXjTFNgQ+MMXVEJD3QglnAGNMaVfjX5baOgt7D3wdc7PS5smOfyzLGmAh0qJqUL9J5jiftwBjTFngK6Cwip/NJttyQU3uKA3WAeGPMLtTGOjcIJ249+V32AnNF5IyI7AR+Rx8AwYYnbbkH+BRARFYC0WjwroKIR/+pgoIxph4wFegiIrnWXwVd4a8GahhjqhljItFJ2blZyswF+jredwN+EMfsRxCRYzuMMfWBt1FlH6x24gyybY+I/CsiZUWkqohURe2SnUVkTWDEdYsn99cXaO8eY0xZ1MSzIx9l9BRP2vIn0AbAGHMlqvAP5quU/mMucJfDW6cJ8K+IJAZaqNxgjLkEmA30EZHffaos0DPUfpjh7oj2qv4AnnLsG4UqENCb9jNgO/AzUD3QMueyHQuBv4EExzY30DL70p4sZeMJQi8dD38Xg5qnNgMbgR6BltmHttQClqMePAlAu0DLnE1bPgESgTPoKOseYCAw0Ol3meBo68Zgvb88bMtU4LDTf39Nbq9lQytYLBZLiFDQTToWi8Vi8RCr8C0WiyVEsArfYrFYQgSr8C0WiyVEsArfYrFYQgSr8C0WiyVEsArfYrFYQoT/B9n/+9rse8lhAAAAAElFTkSuQmCC",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 3\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 4\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 5\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 6\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 7\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 8\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 9\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 10\n"
]
},
{
"data": {
"image/png": 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uXRvQJqwvv/yScuXKMWbMGJo2bUp8fDz+/v5Mnz6dYsWKpfo3NCTh6FEYNAi+/x6iorTpsU0bmDRJn7dqiSNy+3tae6rBwbq3a4uk1zZkLUTEbbdq1apJUvbv33/XMVtcvXrVoXSegCfVJaX7s3HjxswRJBNI17r06iXi4yMSFKQ/e/e+fa5379vHrL+nlbNnRTp1EgkJEQERX1+JB5HAQOfLdgO8/RkDdogdnZr1W/gGgyeQYHrs2RNmz9at+qQtcSuvL2bO1FtQENy4kbpr2Rjbul68ONm///72tQ1ZEqPwDQZ3wJbpMTz8TlOPr68+HhfnvOklyQvmxt69ZE9w6zRkWYzCNxjcFVteZpA+HmdJXjD7QkNp6LTABncn63vpGAyejLWXWYkSejMzag1pJF1a+EqpeUBL4LyIVLBxXgFTgRZAFNBdRHalx7UNhiyNdUvceqKbMb0Y0kB6tfDnA82TOf8EUNqy9QRmJpPWkEbOnj3LF1984WoxDLYwC5QY3IB0Ufgisgm4lEyS1sDnFq+h34DcSqm7ncs9BFeHR7bFlStXGDhwII0bN04x7ciRI5lkGezr3r07S5cuderaBgdIbQC/FF4QInDyJHz3HQwbBt27Q+vWUL++zvb00/DCCzBiBCxfDqdP6zwG7yazBm0LA6es9k9bjt3l/6WU6onuBVCgQIHE6I4J5MqVy+Ys1aTExcU5lC61bN++neXLl/PLL78QGBhIREQEMTExDl8rLi6OuXPnUqJEicR1aqdMmQLYDqGQkMfeudjYWPz8/PD19WXOnDnJlpNAdHQ0/v7+XLt2jVu3bnHjxo10+61u3rx51z2zJjIyMtnznoQjdanXrBm+MTG3D1jcKeMCAtj8009285WeMoVCmzdz9pVXOPz664CeCLtvXy5CQ/OzeXM+LlwIAsDHR8iXL5rs2WPJkSMWETh92o9r1/yIiAgkPl6H3ShQ4CYNGlygQYPzPPTQNayjc3jbffEU0r0u9hz0U7sBxYG/7Jz7Aahrtb8eqJ5Sme448erbb7+Vli1b2jy3bt06qVy5slSoUEFeeOEFuXnzpoiIFCtWTN58802pUqWKfPHFF5ItWzYpU6aMPPzwwxIVFSUNGjSQP/74Q0REfvrpJ6lVq5ZUqVJF2rZtK9euXburLg0aNJD+/ftLtWrVZNKkSbJjxw6pX7++VK1aVZo2bSpnz54VEZEjR45Is2bNpGrVqlK3bl05cOCAiIiMGDFCJk6cKCIi3bp1k2+++UZExG45qcFMvEpC0klOISEinTuLhIfbTh8UpNNZbdfIJlP8BknRoiIQLw8FHJYpVT+X3558V8Kf6SOxTz8r0qaNSJcuetLUmDEiK1eKnDwpkdfiZetWkalTRZ58UsTfXxf7wAMi06aJXL+eirp4CN5eF9xg4tUZwHqVkCKWY04xYACEhdk+FxcXnOi2nBoqV4YPP7R/vmnTpowaNYoyZcrQpEkT2rdvT4MGDRLDI69fv54yZcrQtWtXZs6cyYABA4Db4ZFBL3gyadIkqlevfkfZ1uGRs2XLxoQJE5g8eTKvW1p41sTExLBjxw5u3bpFgwYNWL58Ofnz52fJkiW8/fbbzJs3j549e/LJJ59QunRptm/fTp8+fdiwYYPNet26dYvXXnvNZjkGJ0htAD+rMAvXonyY6PcWM1Vvat3azLwbHXg0VyjB/52DBJeHPHmgQAHw84Nr1/QWEZFYXLYiRXi0TRsebdOGfn3qcSXSjxUrdHy0vn1h5Ejo3x+qVzcOe95AZin8FUBfpdRioCbwn4h45HS+hPDImzdvZuPGjbRv357x48dTpUqVu8IjT58+PVHhpzY8MmilnhDTJikJ5R08eJC//vqLxx9/HNDmn4IFCxIZGcm2bdto165dYp6E+Dy2sFeOIR2wNYvWHgULIjly8tWNZ5jEQLrEfsERnxLk4gqQH1o1hzp14NFHoWxZCAi4u4yrV2HPHt0a+vlnmDMHPv4YChYk92uv0fWVV+jSJQ9btsCECXoMoECBR5g2DZ59FswiZ1mX9HLLXAQ0BPIppU4DIwB/ABH5BFiNdsk8gnbLfCE9rptcS/zatRuJNvL0xh3CIyeUJyKUL1/+jiBsAFevXiV37tyE2esC2bi2rXIM6UAqAvj98w/87+sONJJl/KZq488tfO67D2Z9Ac2agb9/ytfLmRPq1tVb375w/TqsWQOzZsFbb8GYMaiXX6besGHU+yEvv/wCPXrE0q4dNG4M8+ZB0aJO1tnglqSXl05HESkoIv4iUkRE5orIJxZlj8W09KqIlBSRiiLi3ArcLsRdwiMnULZsWS5cuJCoqG/dusW+ffvImTMnJUqU4JtvvgG0Qt+9e3eqyzFkMBZvHAn/lwVzY/m03GQWXm7Baz7TCejeGZ9/jsCZM9CypWPK3hbZsumm+9q1uuXfrp1u8ZcuDR99RINHbzF79k6mTYPt26FSJR2M05D1MIa7VBIZGUm3bt0oV64clSpVYv/+/YwcOfKO8MgVK1bEx8cnxfDICWvaJmAdHrlSpUrUrl2bv//+O1l5AgICWLp0KYMHD+bhhx+mcuXKbNu2DYCFCxcyd+5cHn74YcqXL8/y5cvTVI4hAxk9mmubwxj8yEbKvVSb92L+h0/jx/A5dBA1b66eWZueVKwI8+fD7t1QrZo24FepQq4jf/Pqq9oK9OCDOgJzt246hI8hC2FvNNcdNnf00nEFnlQX46XjIBZvnGMUlfd4U2Lwk0hCJM4vQCQ+Pt1kTJb4eJHly0UKFZI4X1+R0aNFbt2SmBiRYcNElBKpXl3k9OnMESe98PZnjGS8dEwL32BwBUeP8mvDoYRRhSG8z2WfvGRr2wKfUycyb9RUKWjVCvbu5UKDBnr0tn59/M+fYdQoHaTz77+hRg3Y4bFGWIM1RuEbDC5gzbIo7gn9jqdYyQXfAtwr5yF/fqfXW04TefJwYNgw+Oor2LtXm3q2baNVK9i2DQIDoV49WL0680UzpC9G4RsMmcyKkbuo0vdRCqpwop54lvw7f4LevVMfZyct8XmSy9Oxo47EmT07NGwIc+ZQsaIeyC1XTodusPgAmNhAHopR+AZDJvJ933U0ercBKB/816wkx+qvIWHhEWv3TUdIbXweR/KULw9//AGNGul5A8OHc29+YcMGqFVLD+Z+9lkar21wOUbhGwyZxMqeK2kxvQUR/gXJLZcJ+X5RyplsERys7e8zZ+oAOzNn6v3g4PTJc889sGoVvPiiVux9+pArexxr5v9Lk/i19OgB82bedPzaBrfBKHyDIRNY+/qPNJ3TluMUp/CtowQSnXZlefQodOqklzkE/dm5Mxw7Zjt9eLjuRbRp43gePz89Q3fwYPjkE+jYkWzvj2AFrWgWsomXmcPXtEu5HINbYRS+m3Do0KFk/eQzimvXrjFz5syEoHaGDCD0nXXU/7ANJ7OXp1ibqviHBOoTaVWWqY3PM3q0NtMcPOh4HtAvo/HjtfL/5huYPZtAolkW1Zw6bKUzC1l14zHnllo0ZCpG4acBpRTPP/984n5sbCz58+enZcuWqSqnePHiXLx4EYAyZcrw559/8t13392VJsIqGFZ6EhMTw6uvvkqDBg1QdlwBs2fPDujFVdq2bQvo2cWrjcuGQ2yfso1HxrbidEhZCu37mcAC96RO6drDeulDe8sdJjXj7N+vP+PjU7dE4smT2nPHQoi6ycoHBvBwmRs867OMLX/lTr38BpdgFjFPA9myZeOvv/7ixo0bBAcH8/PPP1O4cGGnyx05cqTzwjlAQgz9gIAAPv/8c4fyFCpUKHGhlLCwMHbs2EGLFi0yUkyP5+DKQ5T6XysuBBTh3t0/k61o3tQFUksOR+LzWEXeJCpK9yjatIFJk5J/yYSH69HZJUt0gOYOHfRg7q5diUGbcz3+CGvG5KROHWi9bxy/HdaRGgzujWcr/GTiIwfHxZEh8ZEttGjRglWrVtG2bVsWLVpEx44d2bx5MwCXLl2iR48eHD16lJCQEGbPnk2lSpWIiIigY8eOnDlzhtq1a99hRvnyyy/56KOPiI6OplatWsyYMQPfJPInpImJiaFmzZo20xQvXpznnnuOH3/8keDgYL766itKlSpF9+7dCQoK4s8//6ROnTq8+uqrvPrqq1y4cIGQkBDmzJnDgw8+yLFjx+jUqRORkZG0bt06sdzjx4/TsmVLdu3axfDhw7lx4wZbtmxh6NChDkUC9Tb+3XOeoDZPIMqHgPU/krPUvfpEKgKpOUWC0i5ePPU9iqQeOFu2wKlT2nXU3x+mToW1a8k3U1i9WlGrFrRoAb/+CvnyZVyVDM5jTDpppEOHDixevJibN2+yZ88eatasmXhuxIgRVKlShT179jBu3Di6du0KwLvvvkvdunXZt28fbdq04eTJkwAcOHCAxYsXs3Xr1sQAZ19++eUd1ztw4ABLlixh69athIWF4evry8KFC23KlitXLvbu3Uvfvn0TwzMDnD59mm3btjF58mR69uzJxx9/zM6dO5k0aRJ9+vQBoH///vTu3Zu9e/faDI8cEBDAqFGjaN++PWFhYUbZ2+D6hSgu1G5F/rhwIj5bScG6JTNfiASlvXlzyqafBGx58iR8P3ZMB9GfNQvefFPvjxtHyZJ6CcVTp/SyijdvZloNDWnAs1v4ybTEb1y7lmHhkQEqVarE8ePHWbRo0V2mjS1btvDtt98C8NhjjxEREcHVq1fZtGkTyywtvCeffJJ77rkHgPXr13PgwIHEWPSRkZHcf//9d5S5fv16du7cSY0aNXT9btzg3nvvtSlbx44dEz+tF09p164dvr6+ycbK37p1a6LsXbp0YfDgwWn4dbwXiRf+rPYSj0b9zq63l1G9a82UM6UnwcF3at0ERT1vHlgF6rNJUhNQQu8xLu5Oc9C998LZs/DOO1CoEI++8AKffw7t20OfPjB3romp7654tsJ3Ma1atWLQoEGEhoY6NbAqIrRr147x48cnm6Zbt2689957KZZnPQBr/T0hhn58fHyysfLtDeAaUmZjqyk8dmoRm5qPo/6YpzNfgOTs9ilhy/sHbJuD5s6F8+fh5ZehcGGee64pf/2lOxY1amjrj8H9MCYdJ+jRowcjRoygYsWKdxyvV69eorklNDSUfPnykTNnTurXr89XX30FwI8//sjly5cBaNy4Md9++y3nz58HICIiguPHj99RZuPGjVm6dGlimkuXLnHixAmbci2xBDNfsmSJzRWzkouVX6dOHRYvXgxg12RkL56/t7Pj/Q00WPUGvxV5lnqrhrhGiNS6bCbF2vunRAm92TIHBQTA0qV6MPe55+Dvvxk5Utvy+/WDrVszpHYGJzEK3wmKFClCv3797jo+cuRIdu7cSaVKlRgyZAgLFiwAtG1/06ZNlC9fnmXLllHUsqxQuXLlGDNmDE2bNqVSpUo0bdqUf5PYWpOmefzxxwm34+Fx+fJlKlWqxNSpU5kyZYrNNPZi5U+dOpXp06dTsWJFzpyxvexwo0aN2L9/P5UrV058uXg7J7ecpMSQ5zgW+CAV//gM5ePCXpIjLpv2WLZMDyY//LDuLRw9aj/0Q44csGKFjq721FP4XLnEwoV6nLhtW231MbgZ9uImu8Nm4uFrUlOXYsWKyYULFzJQmuTxxnj4MddjZE+2WnKFnHL850OuFSqNOHVftm4VCQgQeewxkZgY2btXJCREpEEDkdjY9JLQcbLiM5YaMPHwDYaMY0vdIVS8/hsHek6hWPns3hdF8tFHdRiGDRtg8GAqVNDOPb/8om36BvfBKPwsxvHjx8lnnKEzjZ3vraXRn5PZRD1q+e7w3iiSXbvqBdOnTIFvv6VrV71E4qhR+j3gECbkcobjkQpfTNwXtyTL3BcHFU/ZxztT9K3OHKYU1fnjTr91b4wi+cEHULMmvPACHDrEtGlQtqwOF3TunAP5vfVlmYl4nMIPCgoiIiIi6yiXLIKIEBERQVBQkKtFcR4HFE98nHA0+EGyEwkBgYRwU/utJ/iuh4TAM8/omdve0mINCICvv9afbduS3SeKr7+GK1fgpedvIvXtvETTEu7ZkCY8zg+/SJEinD59mgsXLiSb7ubNm1lD+eA5dQkKCqJIkSKuFiPtJJ20lNBiDwq6a9LSz8/Nodm1DWwp2ZW6x7607bd+8CAcOKBfHDNmZGJFXIi/v3YN/esv6NOHip99xvjxigEDgpiryvKSrd/CmbkDhtRhbzTXHTZbXjqO4u0j9e6KW9fl7FmRTp20iwnoz86dRcLD70j214p/5BrZ5I/c9SS+9dMiffqIhIWJlCiht4AAS4ixJFtQkIsqljLpdl969xbx8RGpXl3X2c9P4lDyGOskO1flH0rY/i169dL5goL0Z+/eaRbBrZ+xVGK8dAyGjMKBSUsxN+KI7tCNOOVHxMT+qO+/u9tv/fjx1C1Q4umEh2tTlrVZZscOfS42Fp8WT/BZUB98iKerz5fEdXz+7t/CmbkDBofxOJOOwZChpBC+eP1TH/JE1Bb+fP1zAkvltV2Gs7NdPY3Ro3UfpnRpOHPmtlmmeXPtm7l9O0WjLzHN/3W63prHpGPnGJz0t8isKKJejlH4BoM1ySiePd/9Q4P1w9h1fyuqfvA8ob/8Yr+c9Ip7784kHfM4fPj295s3oUABmD8fnnoKHn6Y5+f3Z/mzfzJse0ua79adIkPmki4mHaVUc6XUQaXUEaXUXUFElFLdlVIXlFJhlu2l9LiuwZBZ3LwhXO/yCrHKn5JrZqQcDtI6RIGtsARZgaRr6/r46Fb+unW3zTItW+oQmrt3oy5e4JPtVchzrz9dukBMjGvF90acVvhKKV9gOvAEUA7oqJQqZyPpEhGpbNk+dfa6BkNmsuLZBdS+vp5Tr04gV7nCEB5O5f79vdvWnNR0BdCkCTRufOdLbuJEeOgh6NqVfCqCTz+FvXv1crmGzCU9WviPAEdE5KiIxACLgdYp5DEYPIYdq87R5MeBHC5Ql/JTe+qDo0eTa+9eM0nIkcHWkBD46iu4eBFefpmWTwodO8KYMXqZXUPmocTJCUxKqbZAcxF5ybLfBagpIn2t0nQH3gMuAIeA10XklJ3yegI9AQoUKFAtIVRvaomMjExcgNvTMXVxHTExipttptEsagW/zfyUuv1fwteGLSIuIIDNP/3kAgnTh8y4L/cvWULJTz7h7zfe4O9HW9Ot2yMUve8qoYFNODhyGDF58qTLdTztGUuOtNSlUaNGO0Wkus2T9vw1Hd2AtsCnVvtdgGlJ0uQFAi3fXwE2OFK28cPXmLo4wdmzIvXr3+VL7yiLOq8UATn4/Kjb5Tngq+9pZMp9iYsTadhQJGdOkZMn5Ysv9E/4kXrNKb/7pHj7/4UM9sM/A1ivx1fEcsz6pRIhItGW3U+BaulwXYMhZZyIz3JoVyR1FvbmVM7ylJlrWerRym4dFxCQ9V0unSFpTCIfH73UYlwcFC9O5y6KJ1jNUBnHiZmrTDiFTCA9FP4fQGmlVAmlVADQAVhhnUApZb0adivgQDpc12Cwj5PxWURgZ+tR3M9pQr6crePDJGCxW++aPt1MEkoOWy/bEiVgwgSIj0c98ggzgwYC0MtnDtIpC09OcxOcVvgiEgv0BX5CK/KvRWSfUmqUUqqVJVk/pdQ+pdRuoB/Q3dnrGgzJktRlMJWzXZeNPUDb01M4WKMzeScNvVOpW1wur5cqlXVdLp0hpZdt797QsCH8+SfFog/xnt9w1sQ3ZeG5JqanlMGkix++iKwWkTIiUlJExlqODReRFZbvQ0WkvIg8LCKNROTv9LiuwWAXJ2a7nvtXyPvua9z0y07pcv4mZG9qSellm2DaiY+HwoXp81tXahU4ysDNbbAs82zIIEwsHUPWJY3xWRa1/ZaGseu5HhuAz4L5JmRvanHkZVuiBHz0EZw+je+fO5i55gEiYnPx1luuE9sbMArfkHVJbrarnUVO1q+4zjNbB/Jv/orc1+Ex7wmAlt448rLt1UubdgYOpHLeU/TrB7Nmwe+/Z7q0XoNR+AbvxMaAYkwMHHlhLEU5RZ4lMyF3bu8JgJbeOPKyPX8e5s6F2Fjo25d3Rwr33adN/HFxrhM9K5P1Fb5ZJ9NgTTIDivPfOsQLlyZxunFXAhrVMSF7Mwrrl+0DD8C778KKFeRc/x1TpsCuXfq2GNKfrK/wzTqZBmvsDCie2nKCYlMGcMsvmCIL39fnvCEAWmZi72U7bJheCrJvX55reoXHH4e33zbv14wgyyr8es2amXUyDXdjZ0Dx89d30Sz+R6LfHK7D+hrSH3veO8ePw5w5cO4c6q2hTJumb8v//udSabMkWVbhb//qK+9adcjgOElMNet35+Ppzf/jUp6S5BneN+X8hrSRnPdO9erQvz988gllzm9hyBAdby001NVCZy2yrMKPyZvXu1YdMjiOlakmZsp0Nv9TiPLsJ/uMiRAY6GrpsjbJjYuMGgVFi0LPngx5PZpixaBfPz2ma0gfsqzCB8ygmyFFZrz3H33ODSfiwToETJ9inpGMJrlxkezZten1wAGCP5rABx/ouPmzZrlO3KxG1l7i0KyTaUiG06chfuw48nERnwoN9PMyahTMmOFq0byXFi3guedg3DieqfgDj9XdzLBhgXToAHntLCFscJys3cI3GJLh/V5HefXWh1wnGyxdagb33YXJk3VwtR1/MLXgBK5e1Y48BucxCt/glWzcCHVXDUH5+ZHj6SZmcN9dCA6GIkXg1i0AKnwzglfjpjJrZhxhYa4VLStgFL7B64iLgwUvb+E5vkENflMP5DsyuG8m8WU8Ca6bCT0spRj5dBh58ij69dNhqw1pxyh8g9fx6ex4+vwzkKg8hfEfOsjxwX0ziS/jSXDdjI7WaxCIcM+J3Yx9z4fNm2HJEsyL1wmMwjd4D+HhXKnzJGFvfMkj/EHw5HGQLVvKM2rtzBCt16yZa+qR1Ul4Af/+O5QpA2FhvFj3IFWqwBtvwPXhE26/eI3yTxVG4Ru8h9GjeW9bfYZef4eoh6qhujzvWD47M0S3L1qUcbJ6M9Yv4E2bIGdOfPv35eO/GnH6NIz/NO/tF2+hQjqN6XU5hFH4hqxH0lafpYV+aOY6BCjKKUIO7NSte0ewM0M0Jk+eDKuCwUKBAjBmDKxbR52PO9C5+BYm8gZHKXFnOuNd5RBG4RuyHklt7ZYW+nA1mqGMJ9onOPWeOGYSn+vo1UsHVxs1ivdrfosvcbzh84E+52eZSmS8qxzCKHxD1sFeNMYHHmDtfzWpIrvIzRUCJQ1hNkzkTNfh56cnw509S6GdPzD0kQ0si29DaPHuOu6CCZ3iMEbhG7IOdmztsYePMSH0EQYwlfgnWuoVNkwL3bOoXRtefBGOH2fQrNIUKwb9L40grterpteVCrJ2aAWDd2HH1v7J9/fR6frb+PkJvjOnQbFirpbUkBbGjoVvviHorYFMnLia554rzqeVp/HKw5jQKQ6SNVv4kZH4/fefq6UwuIIktvZLJyP56u19dGc+Pq/1NcrekylQAIYPhx9/pG3IaurVg3fegStXXC2Y55D1FP6NG3Dvvdz/zTeulsTgCpLY2t8t+TlDrw6F7NlRb7/laukMzvLaa1CmDGrg63w0KYaICD1Gb3CMrKfwg4OhalXu2bnT1ZIYXMyBA7B72maeYiW+bw0x4RY9mQRX20uXYMoUOHSIyps/pkcP+OgjOHjQ1QJ6BllP4QM8/jg5Dh6Ey5ddLYnBhQx8XZigBhNXoKBeTcnguVi72rZoobdRo3hvwDmCg81yiI6SNRV+kyYoER0S0eCV/PgjBP60nJpxv+I7+t3bnjsGz8Keq+26dRAVRf4P32bYMFi1Cn76ydXCuj/povCVUs2VUgeVUkeUUkNsnA9USi2xnN+ulCqeHte1yyOPEBsSAj//nKGXMbgnt27BG6/H8oH/UKTsg/DCC64WyZBW7C18fuKE7rXNm0f/ujspWRJefz0xqrLBDk4rfKWULzAdeAIoB3RUSpVLkuxF4LKIlAKmABOcvW6y+PtzpXJl3QoweB2ffAK1Ds6n5K2/UePfuz0b0+B5JLfw+bBhkD8/AYP68cEk4cABfe8N9kmPFv4jwBEROSoiMcBioHWSNK2BBZbvS4HGSimVDte2yYk/ziNHz8GRI7qFYHA9lkG3gEuXMvQyly7BhBFRjA8cgdSuDa2TPooGj8NeWItcuWDcONi2jVbXF9GkCYwYAf/952eiaNohPRR+YeCU1f5pyzGbaUQkFvgPyBCXiStXoEKdnEz9t5s+sGpVRlzGkFosg27FFixIOa0TjBoFXa9MJV/0WdSECdrea/Bskgtr0b07VK2KGvwmH46L4r//YP78EmbtAjsocXIJGaVUW6C5iLxk2e8C1BSRvlZp/rKkOW3Z/8eS5qKN8noCPQEKFChQbfHixQ7LUq9ZM3xjYujPh0yjL9fJRhDRxAUEsNmDR3QiIyPJnj27q8VIEwn3JCkZcU9Ongxh0AslOOZTkhuPVOSvsWPTtfykePJ9SYon1yXXnj1U6d+fYz16MHF+DWbHv8RuHqY8+xPTeKoOSMt9adSo0U4RqW7zpIg4tQG1gZ+s9ocCQ5Ok+QmobfnuB1zE8rJJbqtWrZqkirNnRTp1kojgwpKHi7KEdhLv4yNy+HDqynEzNm7c6GoR0o7lnkhIiAhIbGCgSOfOIuHh6X6pJ58U+ShgoL7ne/eme/lJ8ej7kgSPr8szz4hkyyYXN+6WXH5X5XGfdRIP+rnLoOctM0jLfQF2iB2dmh4mnT+A0kqpEkqpAKADsCJJmhWAxcZCW2CDRbD0xTLAkyc6nBG+o5lBH1R8POzdm+6XMjhIkkE3n5iYDIlquHYt7F11gt5x01Bdu0KFCulavsHNmTABYmLIu/BjBj64mJ/jG7PS/1kTRTMJTit80Tb5vuhW/AHgaxHZp5QapZRqZUk2F8irlDoCDATuct1MNywDPDWmV+Ry7ge4Sk7ivl+ZYZczOIDVoNvZVq3SfSAtNhYGDoQp2Yfj66eM3dYbKVUKXn0V5s2jl99sHronnP/dt5Dol/uagVsr0sVfTURWA6uTHBtu9f0m0C49rpUilgGd6NBQ3l9clBXNn+LZpcsJ/vQW+PtnigiGJFgNsh0eMIDCDRuma/Fz5oDPvj20UV+gBg2C++9P1/INHsKwYbBgAX5+MPmrgjzxBHxcaiqDjKtmIllzpq2FZs3gRLVnCY66xOXvf3G1OIYM4MoV/T+flWeodtMbknGdR4ObkycPDB9Onh07aM4aWrTQzjrnzrlaMPchSyt8gHafNuM6Iewe8a2rRTFkAGPGQIWIX6h9aTVq6FD9pzd4L336EFW4MAwaxOT3Y4mK0iGUDZosr/DLVA7hcOkWPHjgO8J2xrlaHEM6cvgwfDRVmJt/MBQurEPnGrybgACO9uwJ+/ZRdus8XnsN5s4V/qz2krHl4wUKH6DU4LbcxzkWvLiJNPsGmZl7bscbb0A7v+8oeWG7HqgNDna1SAY34GK9elCvHgwbxvABV8kbGMmAXV2Qd81gvlco/OwdnyImMDvldy/k++/TWIiZuedWrF8PPyyP5aPYPlC6NHTt6mqRDO6CUvDBB3D+PLmL5WL0zTfYRAO+/eS8PufFDQOvUPiEhODX7hme81nKWwNvEh2dirz2wrN68UPjauLitBvmG4EfkTf2HJQsaQKkGe6kRg145hnw9eXlwC+oxG4GqQ+40b47HDvmaulchncofMCnS2dyxv/HQ8dX8+GHqchoLzyrFz80rmZeUB8O74liePTb+sCaNeYlbLg7QN+UKQD4Rkfxof+bnJBiTD7WxqsnYXmNwuexx+C++3izwOeMHZsKU3xy4VkNmc5//8HbuT5mcrZ3COamPmhewga4O0Bf0aK69wc0mt+NNiXCeG/n45w960IZXYz3KHw/P+jShZoXfyDXjX/vdNVKaUDWXnhWQ6YzdizERVzhpegZ+oB5CRuSmF0Lr1hxu8f3xx9w770wezaTfn6YW77BDB3qaoFdh/cofIAXX0TFxfFJ7QXMmwd//mk5ntKAbHLhWQ2ZxsGD8OGHsLDcOPxio6FDB/MSNtxldo0LDLzd48uZE959F375hQf2rWTgQPj8c9i+3cUyuwjvUvhly0K9ejQ/O5e8eYQB1TYjZkDWIxCBAQOgdMAJmh2ZBj16wKJF5iVsSDlA30svwYMPwptv8tYbt7jvPv0sZUD4RrfHuxR+eDicP4/vP4f5rMsGNkk9vq37oRmQdXfCw/mh4lDWrIGvS72FunUL+vRxtVQGdyK5AH1+fjqa5sGD5FjyKePG6Y7hV1+5TlxX4V0Kf/RoOHQIgoJ48tAUKlWCN3Z35uYNMbZgN+bmiPcYsO8lWuXcQLndX+mm2dy5rhbL4E5YmV0PDxhwd4/vqaf0ON3IkXRrc5Vq1WDwYLh+3UZZWXiSpXcofOtBHRG4eRO1ehWz9tfj+LV8TKyxxNiCU0tm/Cks9+2DOTk4Skk+vdqexAULjfnNkBqUgkmT4Px5fCa9z4cfwpkzuuF/F1l4kqV3KPykvvTBweDjQ63OJXnuORi35ymO5TS24FSRGX+Ko0c51bov43iLdxhFfi7eXqPWmN8MqaV6dejYESZPpm7x03ToABMnwokTlvNeMMnSOxR+Ul/66GgoUwa++YbJ71zC11cP4hgcIDP/FAUL8sZf3RDgHTVOHxNjfjM4wYAB+tkZNIiENe4HD7ac84JJlt6h8OFuX/pChSAqisKrZjNiBKxYAT/84GohPYBM/FOEhsKSf6qzsPgwAiUa8ueHEiVsm9+ysN3VkI7Mn68bDUuWUPTybt54A5Ysgc2b8YpJlt4TgMTaVDN9uv58/HGYNo3+B//HZ5/5068fNG6cpXpw6U8m/SliY6FfP3jw/us8HfM1PPII/Por+FjaKAn3MAFrE9OMGekqiyELEBysn1VrKlfmTbIxt+B/DBjgyx9/gE9Cw7BnT5g9WzckshDe08K3xcCBcOYMAUu+YNo03Uh9/31XC+UBZMLM408+0WvPf/voB6izZ2Dy5NvK3hovsLsa0oGkPVPLcqfZuM775Rawa5du/Gf1SZberfCbN9cDOaNG8VjdGDp0gPfe08+GIRky+E/x7796laL29c7y0MoJ0LYt1KljO7EX2F0N6YB1zxTg1q3EUx3Xv8ijbGXIi+dJiLuWVfFuha+UXiPvxAmYN49Jk/SL3wzgppJ0tp//739w4wbMyv8OKjYWxo+3n9gL7K6GdCKhZ/rzz3oNBUuPUQUEMKPFKi755s/ycXa8W+EDNG2qW49jxlA4701GDrzKypWw8vPLrpbMc0hHF8116/QMyKkvhJHru/nakG+JeGgXE9zO4AgJPdMmTfRgnYhu9MXE8HChC/Tvr5g9Ww8VZVWMwk9o5Z85A7Nm0e/ftyjHPvr3jePGDVcL5+aks/385k0dMaFUSeHlg//TC5K//XbKGbO43dWQAZw7B717w7x5en/rVkaOhCJFdJshNtal0mUYRuEDNGyou3cDBuA/ezrTeZVj1/IxJmSsGfxLjnS2n0+YoBcm/7rrD/iGboCRIyF37vSS1mC4TUIjoXt3vTLWqVPkiDrHRx/Bnj3w0UeWdFnM3dco/AQSFrv186Mhv9DN90veV4PZu/qUS8Vya9LRfn74MIwbB8+3v0WVr97QkU1feSUDhDYYkjB+vH52R47k6aehZUsYPhxOnSLLhVkwCj+Bp56CUqV0Xy4wkA/iXyd34A1eHpqPuDhXC+fGpIP9XESbcoKDYXr5GTrw/fvvJ7rOGQwZSunS2rwzZw7q7wN8/DHEX4+if9FlWc7d1yh8axIWw65Xj7y9n+PDCnPZvt3M40mWdLCff/WVHqydMuQcOScNh2bN9AvYYMgshg+HbNlg8GCKF4cRb8XyHc+wPKCdPp9F3H2dUvhKqTxKqZ+VUoctn/fYSRenlAqzbCucuWaGsmaNthuvWwfPPkun3wfQrBm89Zale2dId86fh/79oVYt6Pb3EO2POXXq7SBpBkNmkC8fDB0KK1dCaCgDR+akUt7T9I75kCuBBbKMu6+zLfwhwHoRKQ2st+zb4oaIVLZsrZy8Zsbyv//peC39+qHiYhN7dK++6p0r5GQ0r70G167BV/1/w2fBfChQAHLlcrVYBm+kf3+4/34YNAh/33jmVfyQ86oAg1rsyzLuvs4q/NaAZYl4FgBPO1me6wkKgilTYN8+mDqVEiX0eM3KlbB0qauFy1p89x18/TWMeCeOEpP66i71mTNZZoDM4GEEB8PYsbBzJyxaRLWNkxj0pi9zv8vLz09nDXdfJU40W5VSV0Qkt+W7Ai4n7CdJFwuEAbHAeBH5PpkyewI9AQoUKFBt8eLFaZItMjKS7NmzpykvIlQYNox7/viDHXPnElnwfvr0qcqFC4F89tnv5MqVuU66TtXFzUioy9WrfrzwQg3y5rzB/uP58OPukfG4gAA2//STC6R0jKx4X7ICTtUlPp5qvXrhf/Uqv3/+OTckiJdfrk5MjA+fffYHwcGZ68GRlro0atRop4hUt3lSRJLdgHXAXza21sCVJGkv2ymjsOXzAeA4UDKl64oI1apVk7SycePGNOcVEZEzZ0Ry5RKpX18kLk7CwkT8/UXat3eu2LTgdF3ciIS6dOsm4usrsrvV2yIgEhysNxAJCRHp3FkkPNylsqZEVrwvWQGn67J+vX4OJ0wQEZEtW0SUEunb14G8Z89qnZFOz25a6gLsEDs6NUWTjog0EZEKNrblwDmlVEEAy+d5O2WcsXweBUKBKg68qFxLoULatLNpE3zyCQ8/DCNG6NjZX3/tauE8mzVrYMECGBw3lkorxuqDN26QOLU5iwyQGTwI6wlWjz0GLVroiSEREdSpA337wrRplrj5yeHmfvvO2vBXAN0s37sBy5MmUErdo5QKtHzPB9QB9jt53cyhe3cda+fNN+H4cQYPhho1tM94Fhi/cQmRkX707AkPlb7F8Cbbbp/w8dH+0OvWZZkBMoMHkVRRv/++9iYYPRrQur94cXjxRTsLn3tImG5nFf544HGl1GGgiWUfpVR1pdSnljQPATuUUruBjWgbvmcofKX0Igg+PtC1K34qjs8/1zf8lVcsXjtZbOp1RjN1amnOnoUF8yFw12/6YGCg/kwIamXi4RgyC3uKunp1rd2nT4cjR8ieHT77DI4cgUGDbJTjIWG6nVL4IhIhIo1FpLTF9HPJcnyHiLxk+b5NRCqKyMOWz7npIXimEB4OXbvq1/vmzTBuHA8+qHdXrIDPP8ftu3DuxKJFsG5dAUaMgBq/TIJLl+CJJ2D7dtOqN7iG5BT1u+/qxoglZnLDhlrZf/KJjeVQPSRMt5lpmxwJynz/fnj+ef0AbNtG//5QX22mX/f/ODVzpVt34dyFkyf17PXy5f9jaNvD+rd89llYvdpEuTS4juQUdcGC8MYb2h97mzY/jh6tH9cePXRUkTvwgDDdRuHbwlY378sv9ffOnfG59h+fbStLnF8gXX2+JA4ft+3CuQNxcdCtm/4cOmQ/fn176T9XYkhCg8GFJKeo//c/rfwHDQIRAgNh4UK4elVbfO7waveAMN1G4dvCXjdv5UodY6FHDx6omZ9pdZcQGt+A8X7vuG0Xzh2YPBlCQ7V+r/bXctiwQcdCLlTI1aIZDMkr6uzZdbP+11/h228BKF9ej+muWgWzZrlI5jRiFL4t7HXznnxS3+lly2DSJLrlXk6n0n8wQkayrfUEt+zCuZqwML2GyTPPQPcW5yk5c6ZeYezll10tmsHgGC+8oLX8kCEQEwNoN82mTWHgQB3c1VMwCt8e9rp5r7+uF9UeMgTV7zVm7qhB0aKKTrsGcWWe+3XhXMnVq/Dcczou1exZgnqtL75RUbc9nwwGT8DXVzf0/vlHj9iiH9/583Xn/7nn8JjV8cy/zh72unlK6WXRypSB9u3JefU0ixbpEDA9epgAawmI6Eb80aOweDHkXbcEvvmG4927Q7lyrhbPYEgdTzyhXYbffReuXAG0IeDLL/UKWf36uVY8RzEKPy3kyKFfADduQJs21KwYxYQJOhjYpEmuFs49mD5dz0geOxbqlzqrZ6vVqsWpDh1cLZrBkHqUgokT4fJleO+9xMPNm2uT5aefWty03Ryj8NPKQw/p4fqdO6F7d17vH59g6SE01NXCuZY//tC2zSefhDcGWZr6N2/CggWIr6+rxTMY0kaVKtCli16v4fjxxMMjR2of/V694K+/XCWcYxiF7wytWmlvk2++QY0exbx5OjpA+/baxOON/PuvHqAtWFDHy/GZ96n2tZ8wQZvBDAZPZswY3dq3mm7r56cnFebKBW3a6E6Au2IUvrMMGqRH8d99lxw/LGLZMh164dlndaM2zXhgyIboaF3viAhYvhzynj+gF5Vo3FivIGMweDr33w/vvKNdNH/8MfHwfffpQydP6gZfbEoR1F30//Zehe/MD26dVyk9cl+/PnTrRrmz6/jiCx0twKlBXA8L2SCidfq2bdp7ofKDN6FDB+3H/MUXxivHkHUYNAjKltW+mVbuOY8+qudo/vyzjreYLK76f9uLm+wOW4bGw+/dW8THR3+mFlt5L18WqVhRJHt2kZ07Zdw4HVJ71KhUlHv2rC5X6887t6Cg1MuZiUydqsV8+23LgVdf1QdWr74jnYm77p6YuqSSdev08z1ixF2n+vXTp+bNs5EvKChV/+/0jofvcqWe3JYhCj+VP3iq8p45I1KsmMi990r84SPSpYs+vWSJg0L37q1XWihdWi8CYlkM5N8mTdx6MZBly7TYTz8tEhcnIt99p2UfOPCutEaxuCemLmmgY0eRgACRQ4fuOHzrlsjjj4v4+YmsWZMkz9mzIp063fH/Tm6xn0xfACXL4UwY05TyFioEP/0EcXGoZk2ZM+Ycderogf0NG5Ip1zp2jwgcPgxRUfrczZvEhoS4JmSDA2avrVv1T1KzpnZa8jlySAfOqVZNhxU1GLIqH3ygZ+L37KnjbFnw89Px1sqX12Nau3ZZ5XFxVE3vU/jO/OCO5C1bVgfZCA8nsHwpVn5wiFKloHVr7cFpk6QvkiSLgQS4atg/BTvj33/DU0/pcayVKyEk7pp2UwgI0CNYCXHuDYasSMGCtwNFWWbgJpAzp3ZOy5tXL551R3vShVE1vU/hg3M/uCN5a9bUy6RFRnJPq3qs/foKefLoyXqHDtkoM+mLBO5YDGRfZg/sOLB6z9Gj8PjjWrevWQP58ooepf77bz21tlixzJXZYMhMEnq/LVroz9deg99/vyNJoUL6vxETo/8rp09bTrgwqqZ3KnxnfvCU8iYoy1Wr9P758xSucA/rw8shovX4kSM2ynWnWNopmK6OH4dGjbTVae1aeOABtJ/90qUwfrx+UTmLB7qlGryIhN7v6NG6ixsfr3u3VqYd0PMzf/wRzp/XbcCzZ10krwXvVPgZSVJlGRAAPj6UKuvLhkLPExUZT8OGNlr67hRLOxnT1alT+sG9elW7n1WqhI6hMHSodsO0uf5bGvAwt1SDl2BvrQzQ2tzX965FkGrW1C398HDdFrpr4ZRMxCj89CapsoyN1XFU9++n4p6F/NJgGDExeir233+7WthksNHjOHxYN7ojInTLvmpV9Kht165Qt65e9FMp567rIYtBG7yUpA06X1+9gR578/HRQbWS8Oij2qZ/8qT+D504kYkyW2EUfkZgrSyV0q93S1ev/Pfj2HShLPHh/1Kvnk7iliTpcex8exl16sC1a3osuUYNtDdRq1baXv/997fHH5zBQxaDNngpSRt0cXF6CwrSHnYhIfq/f+nSXVnr1dNOfP/+q5eEcEXcHaPwMwJrZXnq1J0KDHgwRzjbvjlDzpzaFu6GK6Hdwbp1ukcSEqIb9DVqoJsqTZvq1k2CO4KjJGef95DFoA1ejHWDrkQJvf32m160uVo1bdrp1u0uez7ojvDmzfpUvXraapmZGIWf0SRVYEpBdDQP9HuKP+btpXJlvZ7KpElOxtLPgEFOEZgyRYeALVFCh00oUwYdGe6xx3SUqB9/hJIlU1dwSvZ5dxrANhiSYt2gO3pUbwljb6Gh2lXzhx90bHAbVKyo/0v33qv/RrNmJfnvnzkDBw5kjOz2ZmS5w5ahoRUykzZtRPr0EQkL05916+oZejlyyM3vVsuzz+pJd888oyM0JGXr0qUi9esnP9vWOtzD2bMpp0+ByEg9kRC0+P/9ZzkRHi5StqxIjhwiv/2WukKdmeXshrjVM+Ykpi7pSHy8yPPP62d7/ny7ySIiRJo108lefFHkxg1L3ubNRfLkEYmMNKEVHMXlNz05EkIo5Msn4uMj8R9MlkkT48XPT+SBB0R27Lgz+elWrezH/bGnRCFtcYJEZOdOkfLltYjjxlnCJYiIHD8u8uCDItmyiWzenPqCz56Vfxs3dnhaubvj1s9YKjF1SWeio0UaN9bxFZKJrRIbq+NPgUjVqiKnR87ROx9/LCImlo7DuMVNT0pyyrlHD/ltY5Tcf79+RoYMEYkKzJ1yizhpbA4nWtDR0SLDh4v4+ooULCjy009WJ/fsESlUSCRXLpFNm9L8EyS+vIKC0h68zk1wy2csjZi6ZABXr4rUq6ef81mzkk26fLlIg9xh8h855NgDjeRWtG5lmVg6nowtD5ROnfTC6PPmUbNfTfZ8/Tdduuj5SxXuu8BPDd8jLiFEgS2PFesxgoR0fn7209tARDsSVaumzeqdOsG+fXpMFtB2yXr19PjDli36exoJuHzZ2OcN3kFkpB6dbdAAXnlFr/x29erd6cLDaTWqOhtUY2KCc1H/6HwerevD9evpL5JR+JmJLQ+UXLn0IM+PP0J4OLmbVGdew8/ZuEHwC/SjeegQGkev4ZeAJvY9VhIGObdv1xGbYmMd9nDZuVNP+37iCb1wy/Llem3Oe+7h9qjt44/reeLbtkGFCsnXMYXB432jRrnPBDODISMZPRp+/VV7Ogwdqhe+LV1ae2j8849eMejwYR2QaudOfKJvkG/3BiYtKUrt2pAtWwbIZK/p78gGtAP2AfFA9WTSNQcOAkeAIY6W73EmHUcGS5MO4D7xxO08p0/r7yDSsqXcOHJaPqo0RwoERgiINCh0UBZWnyzXrycjQ9Ly27S5K0l0tMiiRXrsGETy5tXx7KOjrRJduSKJo8lPP217NNkWKawz4Dbd7XTA1MU9cXld7JluAwK0icee6TVhUypRh7iVDR94CCgLhNpT+IAv8A/wABAA7AbKOVK+xyn8tCyqkjRPbKzIBx+IBAeL5MwpMmuWrFm1QT78UIfaB324Rw+Rr77S7whHiIgQWbxYpFs3kfz5dTkPPCAycaLW7Xewdq1IiRLamD9pkvYcSAkHPXBc/mdMR0xd3BOX1yWlmPeHD4vMnKkH6mrUuP3fCQnRa2EolagP0lvh+znZOzgAoJKfTv8IcEREjlrSLgZaA/udubZbERx85wK2M2fqLSjojiXQUpWnVStt83vlFeo88ADNZszgtaPN2LRJLyH4zTcwb57OWry4DmBWpIi2GonoCH1RUTpQ28GDtxdVz5NH2+a7dNH+9XesPHj+PAwcqAPblykDv/yipwQ6wtGjOo7O99/rC4eE6GBSkyY5lt9gyCqkNHmwVCm9gZ6slRA3PSpKm3ggUR/UCwjQpp90QukXgpOFKBUKDBKRHTbOtQWai8hLlv0uQE0R6WunrJ5AT4ACBQpUW7x4cZpkioyMJHv27GnKm1oCIiIoOXMm+bZswTc6mrjAQC7Wq8c/vXsTkydP2vOIkH/jRorPnk22c+e4XLUqJzt04HL16sTF+3DkSDb27MnNgQM5OX8+kAsXArl0KQAfH8HPT/D3j6dgwZsULRpF0aJRVK58hQcfvJoY+iMBv6tXKbJ0KUWWLcMnOpqTHTty8vnniQ8ISNXvUHrKFAqtXEm8vz8+t25x9qmnOPz663ekycz7ktGYurgnGVWXgIgIyo0axf4RI+z+rxMoP3w4MXnycLZlSwr98AMBly7ZDHOekO5C3bqU+fBDgsPDUfHxifpgT9eu+N9/f6rkbNSo0U4RqW7zpL2mf8IGrAP+srG1tkoTin2TTlvgU6v9LsC0lK4rnmbS6dUr9e6GDuYJ/eknkSlTRAoUuN31mzBB5OLF1MmYdIzhr79E3nhD+9WDSIsWIvv2pa5MaxwYP3B5dzsdMXVxTzKsLs6sg+0INvRBppt0RKRJql4vd3MGsH5FFbEcy1okeMr07AmzZ2tvlXTKIwEBMGCA7v61aKHXSxw8GN56S3vEtG4NtWrpOdvJRZUcNkwH8mjdWncz9+zRNp0SJbRJplgxKFcubfWHOz1upk9PezkGgzuRFpNtWkiLDkklTtnwHeQPoLRSqgRa0XcAOmXCdTOXtCi71ORJ+tCBjtK3cePtBXN9ffUSi/feC7lzQ44cOrzl8uV3BuuwXpknPl67iEHGPcgGgyeTWeNTtvRBaGi6XsIpP3ylVBul1GmgNrBKKfWT5XghpdRqABGJBfoCPwEHgK9FZJ9zYnsh9sIGnz2rJ1Z9+y0MGaL9fOPitBLftEl/1qqlV+Xx99d5g4N13rAwE4rYYEiJLBTB1Vkvne+Au6L9i8hZoIXV/mpgtTPX8npSeuiKF4dnnrGfv3dv3U0MCtKj/r6+0K+fzpcFHmSDIUNx1twSHq5XhFuyxKX/LzPT1pNIz8XXN2/WYRI2b864UAdmXVpDVsHZJUjdZMnOzLDhG9ILZwZFE/ImHQs4dgxmzNBO/cnZ7dPSQrF+yGfMSJ28BkNWILMGfB3EtPC9jZSWELTXKk9NC8WsS2swaNxsyU6j8L2NlMYCkir2tChvN3vIDQaX4WYDvkbheyO2xgLsKXaR1CtvN3vIDQaX4kZLdhobvjdiaywgPNy+r/G776ZeeWfCJBKDwSNwowmJRuEbNMm1ytOivN3oITcYDBqj8D2Z9PbttafYjfI2GLIERuF7Munt9mgUu8GQpTGDtp6IcXs0GAxpwCh8T8S4PRoMhjRgFL4nYtweDQZDGjAK31NxI99eg8HgGZhBW0/FDLAaDIZUYlr4BoPB4CUYhW8wGAxeglH4BoPB4CUYhW8wGAxeglH4BoPB4CUYhW8wGAxeglH4BoPB4CUYhW8wGAxeglH4BoPB4CUYhW8wGAxeglH4BoPB4CUYhW8wGAxeglH4BoPB4CU4pfCVUu2UUvuUUvFKqerJpDuulNqrlApTSu1w5poGg8FgSBvOhkf+C3gGmOVA2kYictHJ6xkMBoMhjTil8EXkAIBSKn2kMRgMBkOGoUTE+UKUCgUGiYhNc41S6hhwGRBglojMTqasnkBPgAIFClRbvHhxmmSKjIwke/bsacrrbjhTl4CICMqNGsX+ESOIyZMnnSVLPea+uCemLu5JWurSqFGjnSJi28QuIsluwDq06Sbp1toqTShQPZkyCls+7wV2A/VTuq6IUK1aNUkrGzduTHNed8OpuvTuLeLjoz/dAHNf3BNTF/ckLXUBdogdnZqiSUdEmqTq9WK7jDOWz/NKqe+AR4BNzpZrSIbgYL24eQIzZ+otKAhu3HCdXAaDwWVkuFumUiqbUipHwnegKbqHYMhIjh6FTp0gJETvh4RA585w7Jhr5TIYDC7DWbfMNkqp00BtYJVS6ifL8UJKqdWWZAWALUqp3cDvwCoRWePMdQ0OULAg5MypW/lBQfozZ0647z5XS2YwGFyEs1463wHf2Th+Fmhh+X4UeNiZ6xjSyLlz0KsX9OwJs2dDeLirJTIYDC7EWT98gzuzbNnt79Onu04Og8HgFpjQCgaDweAlGIVvMBgMXoJR+AaDweAlGIVvMBgMXoJR+AaDweAlGIVvMBgMXkK6BE/LKJRSF4ATacyeD8gq4ZhNXdwTUxf3xNvrUkxE8ts64dYK3xmUUjvEXsQ4D8PUxT0xdXFPTF3sY0w6BoPB4CUYhW8wGAxeQlZW+HYXWfFATF3cE1MX98TUxQ5Z1oZvMBgMhjvJyi18g8FgMFhhFL7BYDB4CR6v8JVSzZVSB5VSR5RSQ2ycD1RKLbGc366UKu4CMVPEgXoMVErtV0rtUUqtV0oVc4WcjpJSfazSPauUEqWUW7rROVIPpdRzlnuzTyn1VWbL6CgOPGNFlVIblVJ/Wp6zFq6Q0xGUUvOUUueVUjZXz1Oajyx13aOUqprZMjqKA3XpbKnDXqXUNqVU2tcXsbfYrSdsgC/wD/AAEIBeIL1ckjR9gE8s3zsAS1wtdxrr0QgIsXzv7Y71SE19LOlyoNc2/g2o7mq503hfSgN/AvdY9u91tdxO1GU20NvyvRxw3NVyJ1Of+kBV4C8751sAPwIKqAVsd7XMTtTlUavn6wln6uLpLfxHgCMiclREYoDFQOskaVoDCyzflwKNlVIqE2V0hBTrISIbRSTKsvsbUCSTZUwNjtwXgNHABOCmjXPugCP1eBmYLiKXAUTkfCbL6CiO1EWAnJbvuYCzmShfqhCRTcClZJK0Bj4XzW9AbqVUwcyRLnWkVBcR2ZbwfOHkf9/TFX5h4JTV/mnLMZtpRCQW+A/ImynSOY4j9bDmRXTrxV1JsT6WLvb9IrIqMwVLJY7clzJAGaXUVqXUb0qp5pkmXepwpC4jgect61SvBl7LHNEyhNT+pzwFp/77ZolDD0Mp9TxQHWjgalnSilLKB5gMdHexKOmBH9qs0xDd8tqklKooIldcKVQa6QjMF5EPlFK1gS+UUhVEJN7VghlAKdUIrfDrprUMT2/hnwHut9ovYjlmM41Syg/dVY3IFOkcx5F6oJRqArwNtBKR6EySLS2kVJ8cQAUgVCl1HG1jXeGGA7eO3JfTwAoRuSUix4BD6BeAu+FIXV4EvgYQkV+BIHTwLk/Eof+Up6CUqgR8CrQWkTTrL09X+H8ApZVSJZRSAehB2RVJ0qwAulm+twU2iGX0w41IsR5KqSrALLSyd1c7cQLJ1kdE/hORfCJSXESKo+2SrURkh2vEtYsjz9f36NY9Sql8aBPP0UyU0VEcqctJoDGAUuohtMK/kKlSph8rgK4Wb51awH8iEu5qodKCUqoosAzoIiKHnCrM1SPU6TDC3QLdqvoHeNtybBRagYB+aL8BjgC/Aw+4WuY01mMdcA4Is2wrXC2zM/VJkjYUN/TScfC+KLR5aj+wF+jgapmdqEs5YCvagycMaOpqmZOpyyIgHLiF7mW9CPQCelndl+mWuu511+fLwbp8Cly2+u/vSOu1TGgFg8Fg8BI83aRjMBgMBgcxCt9gMBi8BKPwDQaDwUswCt9gMBi8BKPwDQaDwUswCt9gMBi8BKPwDQaDwUv4PwXobgMa2j6rAAAAAElFTkSuQmCC",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 11\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 12\n"
]
},
{
"data": {
"image/png": 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hAqNGjaJZs2YkJibi7+/P5MmTKVOmTLr/Q0MKjh2DQYNg+XK4dk2bHtu0gffe08etWuKI3Pye0Z5qcLDu7doiZdmGnIWIeOxWo0YNScnBgwdv22eLy5cvO5QuO5Cd6pLW9dmwYUPWCJIFuLQuPXuK+PiIBAXpz169bh7r1evmPuvvGeXsWZGOHUVCQkRAxNdXEkEkMND5vD0Ab7/HgF1iR6fm/Ba+wZAdSDI9du8O06frVn3KlriV1xdTp+otKAhiYtJXlo2xrauhoeRevvxm2YYciVH4BoMnYMv0GBl5q6nH11fvT0hw3vSS4gUTs28fuZPcOg05FqPwDQZPxZaXGbjG4yzFC+bAxo00clpgg6eT8710DIbsjLWXWViY3syMWkMGcUkLXyk1G2gJnBORSjaOK+BDoAVwDegqIntcUbbBkKOxbolbT3QzphdDBnBVC38u8Egqxx8Fylm27sDUVNIaMsjZs2f5/PPP3S2GwRZmgRKDB+AShS8im4ELqSRpDXxm8Rr6CcivlLrduTyb4O7wyLa4dOkSr7zyCk2aNEkz7fDhw3nPMtjXtWtXlixZ4lTZBgdIbwC/NF4QIvDXSWH5V3G89abQtSu0bg0NGujTnngCnn8ehg2DFSvg9Gl9jsG7yapB2xLAKavfpy37bvP/Ukp1R/cCKFq0aHJ0xyTy5ctnc5ZqShISEhxKl1527tzJihUr2LRpE4GBgURFRREbG+twWQkJCcyaNYuwsLDkdWo/+OADwHYIhaRz7B2Lj4/Hz88PX19fZsyYkWo+Sdy4cQN/f3+uXLlCXFwcMTExLvuvrl+/fts1syY6OjrV49kJR+pSv3lzfGNjb+6wuFMmBASwZe1au+eV++AD7tyyhbM9enBk4EACzp+nwE8/I9v+IOj3YxS4fIaSconSCI/hx78+RTgdEMqR3JXZE1KX9SebsP1aEaKiAklM1GE3iha9TsOG52nY8Bz33XcF6+gc3nZdsgsur4s9B/30bkAosN/OsW+BB61+rwdqppWnJ068Wrp0qbRs2dLmsXXr1kl4eLhUqlRJnn/+ebl+/bqIiJQpU0b+97//SbVq1eTzzz+XXLlySfny5aVq1apy7do1adiwofzyyy8iIrJ27VqpU6eOVKtWTdq2bStXrly5rS4NGzaU/v37S40aNeS9996TXbt2SYMGDaR69erSrFkzOXv2rIiIHD16VJo3by7Vq1eXBx98UA4dOiQiIsOGDZMJEyaIiEiXLl3kq6++EhGxm096MBOvUpByklNIiEinTiKRkbbTBwXpdFZbPD7J389RWNaq5rI6tJf8/Mhb8lf3kRI7aIjI88+L1Kt3y2QqadNGYr5eLds2x8uHH4o89piIv78+fNddIp98InL1ajrqkk3w9rrgAROvzgDWq4SUtOxzigEDICLC9rGEhOBkt+X0EB4OkybZP96sWTNGjBhB+fLlefjhh2nfvj0NGzZMDo+8fv16ypcvz3PPPcfUqVMZMGAAcDM8MugFT9577z1q1qx5S97W4ZFz5crF+PHjmThxIgMHDrxNjtjYWHbt2kVcXBwNGzZkxYoVFClShMWLF/PGG28we/ZsunfvzrRp0yhXrhw7d+6kd+/e/PjjjzbrFRcXx8svv2wzH4MTpDeA37Fj8MorsHQpiXHx+CAc427m0JWzNVrRbGBFWj6uyJvXTnnx8fDzz7BsGcybR9CyZTxQpgwPvP46/ZZ341K0HytX6vhoffvC8OHQvz/UrGkc9ryBrFL4K4G+SqlFQG3gPxHJltP5ksIjb9myhQ0bNtC+fXvGjRtHtWrVbguPPHny5GSFn97wyKCVelJMm5Qk5Xf48GH2799P06ZNAW3+KV68ONHR0Wzfvp127doln5MUn8cW9vIxuABbs2jtcfIksmYtKi6OX7iftxlBrtA7+N/CatSp40BZfn7wwAN6Gz1aG/AnTYIePeD998k/ejTPdX6Kzp0VW7fC+PHw1ltQtOj9fPIJPPUUmEXOci6ucstcCDQCCiulTgPDAH8AEZkGrEa7ZB5Fu2U+74pyU2uJX7kSk2wjdzWeEB45KT8RoWLFircEYQO4fPky+fPnJ8JeF8hG2bbyMbgARwL43bgB77yDjB/P3xSjB3OJvK8JH983hTqyA+pkYFGTgABo1w7atoVvvoGhQ/XvZs1QM2ZQv35p6teHTZugW7d42rWDJk1g9mwoXTpjVTV4Nq7y0ukgIsVFxF9ESorILBGZZlH2WExLfUTkbhGpLCLOrcDtRjwlPHIS99xzD+fPn09W1HFxcRw4cIC8efMSFhbGV199BWiF/ttvv6U7H0MmExkJ99+PVK8OY8cyz6cbtfMcotWMVuzcn4s6S19zfgUrpaBVK9i7Fz75BLZtg0qVYMYMEKFhQ5g+fTeffAI7d0KVKjoYpyHnYQx36SQ6OpouXbpQoUIFqlSpwsGDBxk+fPgt4ZErV66Mj49PmuGRk9a0TcI6PHKVKlWoW7cuv//+e6ryBAQEsGTJEgYPHkzVqlUJDw9n+/btACxYsIBZs2ZRtWpVKlasyIoVKzKUjyET6dWLxF92Ef37GR7jW+bWm8HWvXl58UXwcfXT6esLffrAvn1Qq5Y2MT35JPz3H76+Qp8+ekzs3nt1BOYuXXQIH0MOwt5oridsnuil4w6yU12Ml46DWLxxEkH+JEzK8buMYYjEB4a4TL5USUwU+eADET8/kXLl5OdZs5IPxcaKvPWWiFIiNWuKnD6dNSK5Cm+/x0jFS8e08A0GdzBoEAAbaUhjfmRy4CCGdjqF74k/s6Z8pbSb24YNEB1N9T59wGL+8/fX88OWL4fff9edgV3Z1ghrsMYofIMhq3n3XRg1ii95mr58wg8Bj9M0brVL1ltONw8+CHv2EF22LDz9NLz/fvKU3FatYPt2CAyE+vVh9eqsFc3geozCNxiykvHjYfBgFvEMnxR4i63d5lL+5/kZi36Zkfg8ts4pVozf3n9fe/AMGgT9+umY+0Dlynogt0IFHbrB0gkwsYGyKUbhGwxZxZQpMGQIX9CBufn68d2uIhSY9R4kLTySXm+c9MbnSeWcxIAAWLRIK/xPPoH27cESEuKOO+DHH6FOHT2YO2dOBss2uB2j8A2GrGDlShL7vsxKHmdp6CusuPwQud57J2N5BQdrG/zUqZCYqD+V0vudOcfHByZMgIkTYelS7cFjWXQlXz5YM/dvHk78nm7dYPbU646XbfAYjMI3GDKbn38mvt0z7JIaLOQZFp2oS6Bcz7iyPHYMOnbUyxyC/uzUCY4ft50+MlL3Itq0ceycgQNh2jRttG/ZEq5eBSDX+yNYSSuah2zmJWbwJe3SLtvgURiF7yH88ccfqfrJZxZXrlxh6tSpSUHtDK7m+HGuN23JX7HFeL/uEua2X4t/SIA+llFlmd74PCNHwi+/wOHDjp/TowfMm6e9ePLkSe4dBHKDr689Qj220YkFrIp5yD2DzYYMYRR+BlBK8eyzzyb/jo+Pp0iRIrRs2TJd+YSGhvLvv/8CUL58eX799VeWLVt2W5qoqCjnhbZBbGwsffr0oWHDhig7AVRy584N6MVV2rZtC+jZxauNy0baXLvG5aZPEnM5jjerf8fsH0oTWCDEcaWbGtZLH9ob8E1pxjl4UH8mJjo2SNy5M8yfr78XL57cEwnxucE3dw2gavkYnvL5mq3786dffoNbMIuYZ4BcuXKxf/9+YmJiCA4O5ocffqBEiRJO5zt8+HDnhXOApBj6AQEBfPbZZw6dc+eddyYvlBIREcGuXbto0aJFZoqZvRHhYvue5PvzN/qGrmLqj/eQKxfpC6SWGo7E5zl2TA/CLl+up8yGhGizznvvpf6SiYzUo7OLF0OjRlCuHCSF+AgMhLg48jWvw5oRealXD1ofGMNPR3Qyg2eTvRV+KvGRgxMSyJT4yBZatGjBqlWraNu2LQsXLqRDhw5s2bIFgAsXLtCtWzeOHTtGSEgI06dPp0qVKkRFRdGhQwfOnDlD3bp1bzGjzJ8/n48++ogbN25Qp04dpkyZgm8K+ZPSxMbGUrt2bZtpQkNDefrpp/nuu+8IDg7miy++oGzZsnTt2pWgoCB+/fVX6tWrR58+fejTpw/nz58nJCSEGTNmcO+993L8+HE6duxIdHQ0rVu3Ts73xIkTtGzZkj179vD2228TExPD1q1bGTp0qEORQL2NS2OnUODbz5mQZwSvb3mUfPksBxxR1K4gSWmHhqa/R5HSA+foUShUCKKi9AsgLAz+/pvChbWZv04daNECduyAwoUzr0oG5zEmnQzyzDPPsGjRIq5fv87evXupXbt28rFhw4ZRrVo19u7dy5gxY3juuecAeOedd3jwwQc5cOAAbdq04a+//gLg0KFDLFq0iG3btiUHOJuf1JW2cOjQIRYvXsy2bduIiIjA19eXBQsW2JQtX7587Nu3j759+yaHZwY4ffo027dvZ+LEiXTv3p2PP/6Y3bt3895779G7d28A+vfvT69evdi3b5/N8MgBAQGMGDGC9u3bExERYZS9DWJ+3EHuNwawyvdxHt7wBiVLukGIJKW9ZUvapp8kbHnyJH1PMiuuXatfHJbe3t136wjMp07pZRUtTj0GDyV7t/BTaYnHXLmSaeGRAapUqcKJEydYuHDhbaaNrVu3snTpUgAeeughoqKiuHz5Mps3b+ZrSwvvscceo0CBAgCsX7+eQ4cOJceij46OplSpUrfkuX79enbv3k2tWrV0/WJiuOOOO2zK1qFDh+RP68VT2rVrh6+vb6qx8rdt25Yse+fOnRk8eHAG/h3vRS79x5XHOxBNKfwWfEa1GlncpgoOvlXrHj+u/f9nzwarQH02SWkCSuo9JiTcNAcVK6Zn4xYurF040aH3P/tMu+737g2zZpmY+p5K9lb4bqZVq1YMGjSIjRs3OjWwKiK0a9eOcePGpZqmS5cujB07Ns38rAdgrb8nxdBPTExMNVa+vQFcQxqI8HujnpS7dprv+2zl2fb5s16G1Oz2aWHL+wduNQdNmKC/v/celCihzaroqAz79+uORa1a0KtXptXQ4ATGpOME3bp1Y9iwYVSuXPmW/fXr1082t2zcuJHChQuTN29eGjRowBdffAHAd999x8WLFwFo0qQJS5cu5dy5cwBERUVx4sSJW/Js0qQJS5YsSU5z4cIFTp48aVOuxZZg5osXL7a5YlZqsfLr1avHokWLAOyajOzF8/d29r82j/t+W8RXlUbQ6WNHlqfKBNLrspkSa++fsDC9WZuDlIIPP9STsgYOvCVw/vDh2pbfr58OuW/wPIzCd4KSJUvSr1+/2/YPHz6c3bt3U6VKFYYMGcK8efMAbdvfvHkzFStW5Ouvv6a0ZVmhChUqMGrUKJo1a0aVKlVo1qwZf6ewtaZM07RpUyLteHhcvHiRKlWq8OGHH/LBBx/YTGMvVv6HH37I5MmTqVy5MmfO2F52uHHjxhw8eJDw8PDkl4u3c+rHI4S+35efczWi1bbB7jVpOOKyaY+vv9aDyVWr6t7CsWO3h37w9dXumg8+CM89p3310RN1FyzQ48Rt28LZs66vmsFJ7MVN9oTNxMPXpKcuZcqUkfPnz2eiNKnjjfHwY2Pi5bfcdeUi+eXY5lPuFSqDZOi6XLggUqGCSN68Ir/9lrx73z6RkBCRhg1F4uNdJqLD5MR7LD1g4uEbDJnH9w+No0r0Dv54YRxhZX29J4pkgQKwZo2eiduiRXKTvlIl7dyzaZO26Rs8B6PwcxgnTpygsHGGzjK2zvydJjtGEkFV7veP8L4okqVKwapVcOmSjp9sWRPxuef0EokjRuhImw5hQi5nOtlS4YuJ++KR5Jjr4qDiKde0MyEvdeQ6QZTnsA44lp4IljmFqlVh4ULYvVtr+cREQEdZvuceHS7on38cyMfbXpZuINsp/KCgIKKionKOcskhiAhRUVEEBQW5WxTncUDxJCbCkiLdqM6vXPEvRAjX9WBmku96SIj2ZAkP944W6+OPa1fNJUvg7bcByJ0bvvxSN/5ffPY60sDOSzQj4Z4NGSLb+eGXLFmS06dPc/78+VTTXb9+PWcoH7JPXYKCgijplmmlLiLlpKWkmaZBQbdNWprx+nFeipzA8UI1CLuwx7bf+uHDcOiQfnFMmZKFFXETAwfCnj0wejQULQovv0zlyjBuHAwYEMQsdQ8v2vovnJk7YEgX2U7h+/v7ExYWlma6jRs3Uq1atSyQKPPJSXXxaBxUPL/uEcq82xt8fQitURjK9tLB0Nq00QnOnNEt1QMH9O9UXhw5CqXAMrmPAQOgWjVo2pSXr99gJT8wUN7noalVuWuquvW/cHbugMFhsp1Jx2DINBxQPLGx8MUTX/KIrOHPri+g1q653W/9xIn0LVCS3YmM1KYspXQEUNAvvPr1ITERn44dmBPUGx8Sec5nPgkdnr39v3Bm7oDBYbJdC99gyFTSCF/87uuXePVUfy6VrUFUh1a28/C2FuvIkSCi4yOfOaN7R0FBWumHhkJQEKVjj/KJ/0Cei5vNe8f/YXDK/yKrooh6OUbhGwzWpKJ4fvkFikwcwh3qPD6LV8Ply/bzcVXce08m5ZjHkSM3v8fGwmOP6fjJV65Ajx48270HK576lbd2tuSR33SnyJC1uMSko5R6RCl1WCl1VCk1xMbxrkqp80qpCMv2oivKNRiyiuvXYdLT2+khnxLbqz9Ur576CdYhCqzDEuQkUq6t6+OjW/nr1umXnZ+fDrYWGQklSqDCqzJtZzUK3uFP5876nWDIWpxu4SulfIHJQFPgNPCLUmqliBxMkXSxiPR1tjyDwR2882YcQ070IKZIKYLHj4DISML799fx4XOqqSYtUpquYmPh4YehSRO9gTb17N4Nb70F1apRuEULZs7UXpzjxiV7cBqyCFe08O8HjorIMRGJBRYBrdM4x2DINuzYAbETP6Yy+wme8bF2MB85knz79plJQmkNtiYN5FatqnsDR4/SsiV06ACjRulldg1Zh3J2ApNSqi3wiIi8aPndGaht3ZpXSnUFxgLngT+AgSJyyk5+3YHuAEWLFq2RFKo3vURHRycvwJ3dMXVxH7GxijdeKMWPZ8KJqV6BQnv34BsXd1u6hIAAtqxd6wYJXUNmX5egv/+mRo8exBYsyJ4pU4i6kZcuXe6ndLHLbAx8mMPD3yK2YEGXlJXd7rHUyEhdGjduvFtEato8aC+qmqMb0BaYafW7M/BJijSFgEDL9x7Aj47kbStapqN4e8Q8TyXL63L2rEiDBiKRkRk6fcQIkTl0kQQ/f5HDh3V+HTvqcJCgPzt1ynD+nkKWXJd160R8fETathVJTJTPP9d/4UfqZZFevVxWjLc/L2RytMwzgPV6fCUt+6xfKlEicsPycyZQwwXlGgxp40R8lsOH4YcRO+jKPHxefQXKl7/Fbp0QEJDzXS6dIWVMoiZN4N13dfiFgAA6dVY8ymqGyhhOTl1lwilkAa5Q+L8A5ZRSYUqpAOAZYKV1AqWU9WrYrYBDLijXYLCPk/FZRKBX9wQ+lJdJKHYnvPnmzYMWu/WeyZPNJKHUsPWyfeUVbcBPSEA99BBTg14BoKfPDKRjDp6c5iE4rfBFJB7oC6xFK/IvReSAUmqEUippZko/pdQBpdRvQD+gq7PlGgypktJlMJ2zXefMgbs3z6Zawm588+eF6OibBy0ul1fLls25LpfOkNrLVimYMQPuvRd27KDMjT8Y6/c2axKbseCfh01PKZNxiR++iKwWkfIicreIjLbse1tEVlq+DxWRiiJSVUQai8jvrijXYLCLE7Nd//kHRr5ykQn+ryPFi2vbjrd746SHtF62uXLBV19pN87ixem9rRN1ih7jlS1tsCzzbMgkTCwdQ84lg/FZBg6EQf+9Sb64f1GRkdq+Y0L2Oo4jL9uKFWHWLDh7Ft9vljN1zV1Exefj9dfdJ7Y3YBS+IeeS2mxXO4uc/PAD7F54mJ4+01Fly3pPADRX48jLtksX6NYNRo8m/J+19OsHn34KP/+c9eJ6C0bhG7wTGwOKsbHw8sswOdf/8MkVDPXqeU8ANFfj6Mv24491a//ZZxnR/TTFikGvXpCQ4D7RczI5X+GbdTIN1qQyoPjBB1Ds8EYevroSNXSoDo5mQva6HuuXbUiIdtO8fp08vZ5l0vsJ7NmjL4vB9eR8hW/WyTRYY2dA8dTWk4x8J5FZ+V6F0qX1Ah7eEAAtK7H3sg0P1wvgbtpEuxMTaNoU3njDvF8zgxyr8Os3b27WyTTcjp0BxVfH30H7+Pnc/d8eGDPG3CeZQWreO889B+3aod5+ixk9d3P9Orz6qnvFzYnkWIW/84svvGvVIYPjpBhQXLf3Dr796hofBL8ONWvqiUEG15Oa945SMG0aFCtGmaEdeeuVq3zxBWzc6G6hcxY5VuHHFirkXasOGRzHylQT+8FkXo4azqiCE8l7+QxMnKjjuhsyh9S8dwoWhM8+gyNHGHLuFcqUgX79ID7efeLmNHL2nW3WyTSkwaRJcPH3v+l3dRwUKqQX8DBkHmmNizRuDK+9ht/s6XzRfgX79mlXTYNryNkK3wy6GVLh9Gk9lj+v9Nv4xcXAhQtmcN8TGDkSKlem7sS2PHX/Sd56C6Ki3C1UziBnK3yDIRUGDYLyV3fT7K8ZemDfzKj1DAICoGJFVHw8s848yuX/hLfecrdQOQOj8A1eyYYNsHgxfBk6GBUQcFPBm8F995LkumlZ+CjfmUPMSOzGp1MTiIhwr2g5AaPwDV5HQoJ2s+98x1rKnlgPNWrAjRtpD+6bSXyZj42F0bsELqJc/n/p1093wgwZxyh8g9cxcybs35vAx4GD4O674Y47HBvcN5P4Mp+Urpsi+MTF8m25gWzZontl5sWbcYzCN3gPkZFcqvcYb76eyNiys8l3aj+MHw/Ll6c+uG9nhmj95s3dUo0cj7V3Xa9ecM89lP1lIQPCVvDaa3D17fE3X7xG+acLo/AN3sPIkYzc3oQbF64w8OJb8OCD8OSTaZ9nZ4bozoULM1debyWld11EBFSpwvjjTxN9+iLjZha6+eK9807YvNn0uhzEKHxDziNlq8/SQv9j6jo+4mUW0An/qH90HF6l0s7PzgzR2IIFM7ceBk1AAMyZQ4BvAstzP8sEXuMYYbemMd5VDmEUviHnkdLWbmmhv+ozibs5SktWQ5kycPKk43maSXzupXp1GDSIhtGracAmXvN5X+/389OfxrvKIYzCN+Qc7EVjvOsuvv+vNt8mtmCJao9CoH799IXZMJP43M/bb0NICPODu7MysSUbQ7vquAsmdIrD5EyFL4KKi3O3FIasxo6tPf7IcQZufoJWudZTSfZBtWpw9ap7ZTWkn5AQWLiQO2L+4p38k+h/YRgJPfuYXlc6yHkK/8YNuPNOSn/xhbslMWQ1dmzt05YX4+CVUswMGwWFC+tZV6aFnj1p1Qoef5z/xQznwmVfZoZ/Ynpd6SDnKfzAQChcmLwHD7pbEoM7SGFrv/BXNMOGwRuVv6HI/o3wzjuQL5+7pTQ4w0cf4esjzC80gDffhEuX3C1Q9iHnKXyAunXJe+iQtuMavIsUtvZ37v6M6ItxvHX5Nbj3Xuje3d0SGpwlNBT1xhs0jPqaKv/+yMiR7hYo+5AzFX6dOvhfuQJHjrhbEoMbOXRI6/559T4l8OQfMGHCTa8OQ/Yipavtq69CaCjzCgxg8ofxHD7sXvGyCzlW4QOwY4d75TC4lVdegRK5LvH0weHw0EPw2GPuFsmQUVK62gYFwYQJlLy4j55+M81yiA6SMxX+vfcSnyuXtuMavJLvvoM1a2Bp9dH4XLwA77/v2CQrg2dhz9U2OBieegoaNmSM75tsW3WRtWvdLazn4xKFr5R6RCl1WCl1VCk1xMbxQKXUYsvxnUqpUFeUaxcfHy7fd59R+F5KXJxu3TcOPU6N7R9Bly4QHu5usQwZIbWFz5WCSZMIjrnAxHwjGDhQX3uDfZxW+EopX2Ay8ChQAeiglKqQItkLwEURKQt8AIx3tty0uFyhAuzbB1euZHZRBg9j2jT4/Xf4vMQQlJ8fjBrlbpEMGSW1hc8BwsNRL75Il6uTuXHoT6ZNc6+4no4rWvj3A0dF5JiIxAKLgNYp0rQG5lm+LwGaKJV5/euTv5wjYOOvugu4bVtmFWNID5ZBt4ALFzK1mAsXYPhw6FtzByW2famXtSpRIlPLNGQyaYW1eOcdVIA/M4u+wbBh8N9/fiaKph1cofBLAKesfp+27LOZRkTigf+AQi4o+zYuXYJK9fIy7q8XwMcHNm7MjGIM6cUy6FZm3ry00zrBiBFw6aIwLvYV3Tr83/8ytTxDFpBWWIvixVGvvELjfxZT9tIu5s4NM2sX2EGJk0vIKKXaAo+IyIuW352B2iLS1yrNfkua05bff1rS/Gsjv+5Ad4CiRYvWWGRZ6swR6jdvjm9sLP2ZxCf05TJ5ycU1EgIC2JKNR3Sio6PJnTu3u8XIEEnXJCWZcU3++iuEbt1qMqbqp/xvT29+/9//+PvRR11ahjXZ+bqkJLvXxffqVWp36sSx/4pRiX38RjgVuTn5MrvqgIxcl8aNG+8WkZo2D4qIUxtQF1hr9XsoMDRFmrVAXct3P+BfLC+b1LYaNWpIujh7VqRjR4kKLiEF+Vc+51lJVErkjz/Sl4+HsWHDBneLkHEs10RCQkRA4gMDRTp1EomMdHlRjz0mUiRPjMSXKiMSHi4SH+/yMqzJ1tclBTmiLh99JALypM9SaeqzThJB33eZdL9lBRm5LsAusaNTXWHS+QUop5QKU0oFAM8AK1OkWQl0sXxvC/xoEcy1WAZ4Ct6IZJjvSObQFSUCR4+6vCiDg6QYdPOJjc2UqIbffw+rVsFXD36I76mT2g3T19elZRg8nB494K67mBzQn3WJjfnG/ykTRTMFTit80Tb5vuhW/CHgSxE5oJQaoZRqZUk2CyiklDoKvALc5rrpMiwDPLUmV+ZS/lBi8Sd+3YZMK87gAFaDbmdbtXL5QFp8vHbDrFXmHA22jtYBth56yKVlGLIBAQEwciTFrp+mf66ZvFpsATde6msGbq2x1/T3hC3dJh0rNmzYIGvWiPxII/mneJUM5+MJ5IjutoXMqMuUKSIg8mezniJ+fiK//+7yMmxhrosHEh8v0WXKyOXSFcSHeJkwwd0COYcnmnQ8lubN4fi9Lbgjci//Rpx2tziGTODSJXjrLehS8wBh66ZD795wzz3uFsvgLnx9OdGlC3n+OsjY8C8ZOVJ3MA2aHK3wARq/q700Vvdb42ZJDJnBqFHa9/6jgEGovHn1qkgGr+Z8w4ZQqRL9/3uH61cTePNNd0vkOeR4hR/WsiIXc5ck15bviIhwtzQGV3LkCHz0EbzfdA15t6/Ryr5QpkzvMGQnfHxg+HACjx9mdtOFzJol/FrjRWPLxwsUPkoR8lQLmqkfeK1/LBn2DTIz9zyO116DkIB4+p4cBGXLQp8+7hbJ4Cm0aQNVq/LMH+9wR8AlBuzpjLxjJmHlfIUPBD75GHnkCmzexPLlGczEzNzzKNavhxUrYGFQV/wPH4Dx47WXhsEAupV/8CC+x47yxY0n2UxDlk47dzPSppfiFQqfpk2R3LnpXmAJgwbpZW8dJrXwrAa3kJCg3TAr5j7BI1ELtK9/mzbuFsvgaZw4AQUK0Fhtojq7GKTeJ6Z9Vx1p00vxDoUfHIxq2ZLWics4eSyeSZPScW5q4VkNbmF2UG/27oWvoh9FgTa3+fiYl7C3kzJA3513Qp06KBEW+HbhpJRh4vE2Xj0JyzsUPkDbtgT8d57BdbcwenQ6TPFphWc1ZCn//Qdv5PuYpwt+z738rneal7ABbAfoCwyEIkW4984rPBW6i7G7m3L2rPtEdDfeo/AffRRCQngt7CuuX+dWV620BmTTCs9qyDJGj4bzUb5MCxygW/eBgeYl7O2kMLuWWLnyptl12TL49FM4dYrJA44S5xvM0KHuFth9eI/CDwmBVq3Iv2YxA3vfYPZs+PVXy7G0BmTTCs9qyBIOH4ZJk+Ddh7+nQOQhvXbxzp3mJeztpDC7JgQG3trja90a7ruPorPG8OrARD77TN823oj3KHzQS91duMDbNVZRqBAMqLEFMQOy2QIRGDAAcgfGMfDkAO2GuXGjeQkb0g7Q5+MDQ4fCvn28WX0VxYrpeykTwjd6PN6l8CtVgoAAcs3/lFGjYLPUZ+mDk8yArKcTGcm3lYfqRcnrvY/fkUM6nkJgoLslM3gKaQXoe+YZCA0lZOJoxowWfvoJvvjCPaK6E+9S+GPGQGws/PADLz7+D1WqwGu/deJ6jJgBWQ/m+rCxDDjwIg/k20+jDcP0zh073CuUwbOwMrseGTDg9h6fv79e/WznTrqU2UiNGjB4MFy9aiOvHDzJ0jsUvvWgDoAIviWK8cGhRzhxpTATai02A7LpJSseCst1e39GHo5xN4v/ewSVtHrWtGnG/GZIH88/D0WL4jNuDJMmwZkzer7ebeTgSZbeofBT+tL7+EBICA8dm8nTT8OYvY9zPK+xBaeLrHgojh3jVOu+jOF1XuU9SnJGK3kw5jdD+gkKgldfhXXreDDgZ555BiZMgJMnLce9YJKldyj8lL70InDtGuzcmbww0oAB7hYym5CVD0Xx4ry2vwuJKEapt/Q+MeY3gxM88QT4+cHbbzN+vL51Bw+2HPOCSZbeofDhVl/6Hj30xZw0iZIlYdgwWLkSvv3W3UJmA7Lwodi4ERb/WZPPw4YTJNehcGEIC7NtfsvBdleDC/ngA71E2tq1lL68n9deg8WLYcsWvGKSpZ+7BcgyrE01U6fCvffqZv3WrfTv/yBz5kC/ftCkSY7qwbmeLHoo4uP19ahQ6gpPXV8A1avDzz/fXKd28uRbT7A2MU2Z4lJZDDmA4GB9r1pTuTL/Ixeziv/HgAG+/PIL+CQ1DLt3h+nTdUMiB+E9LfyUvPiibjGOHUtAAHzyiW6kvvuuuwXLBmTBzONp02DfPlgePhz1d6RW4rYWJfcCu6vBBaTsmfrptm4urvJuhXns2QNz55LjJ1l6r8LPlQv694fVq2HPHh56SLvqjh2r7w1DKmTyQ/H33zr0xUu191J29Yfw0ktQu7btxF5gdzW4AOueKegupIUO61/gAbYx5IVzJMVdy6l4r8IH6NsXChRIDqzz3nvaXdcM4KYTF9vPX30Vrl9L5MO43qgCBfT8CXt4gd3V4CKSeqY//ADlyiV7fKngYKa0WMUF3yI5Ps6Odyv8/Pn1lOvvvoPNmylRAoa/cplvvoFvPrvobumyDy500Vy3Ts+AXNTiM4L3bNM2trSWLTTB7QyOkNQzffhhPViXREwMVctcon9/xfTpOXtOn3crfNCt/Dvv1LPwEhPp9/frVOAA/fsmEBPjbuE8HBfbz69fh969oUbYBVpvew0eeEDHP0qLHG53NWQC//wDvXrBQw/pEB2nTjF8OJQsqdsMVhafHIVR+MHBOubuzp3g64v/9MlMpg/HrxRmVMhoM/iXGi62n48frxcmX17hddTFi/oF4mNuUUMmkNRIGDNGL4HXqBF58sBHH8HevfoTyHHuvuZpAnjuOahWTduAg4NpxCa6+M7nXTWYfatPuVs6z8WF9vMjR/Sz92bTnZRcPV37ZFapkglCGwxW1K4NjRvDxIlw4wZPPAEtW8Lbb8OpU+S4MAtG4YNuRU6bphVWTAwEBfF+4kDyB8bw0tDCJCS4W0APxgX2cxFtyskVlMDbkb30i2T4cNfLajDYYuhQOHsWPv8cpeDjjyHx6jX6l/46x7n7GoWfxP33w9136+8ff0yhXk8zqdIsdu4083hSxQX28y++0IO1y5tPxX//r7q1lTdvJghrMNjg4Yf1xL5334WEBEJDYdjr8SzjSVYEtNNpcoi7r1MKXylVUCn1g1LqiOWzgJ10CUqpCMu20pkyM5W9e/XCGmPGwPjxdPx5AM2bw+uvW7p3Bpdz7pyeDvF49TPUX/uGfvieftrdYhm8CaVgyBBtV1y2DIBXhuelSqHT9IqdxKXAojnG3dfZFv4QYL2IlAPWW37bIkZEwi1bKyfLzDxCQmD2bDhxAoYOvcUBpU8f71whJ7N5+WW4cllYkL+PDn3833/aTGQwZCVPPql988eNAxH8/WF25UmcU0UZ1OJAjnH3dVbhtwaSloifBzzhZH7up359PWD4ySewfj1hYXq85ptvYMkSdwuXs1i2DL78Eha0/Zo8P66A8HDYvTvHDJAZshG+vto1e/dubV8Eamx4j0H/82XWskL88ETOcPdV4kSzVSl1SUTyW74r4GLS7xTp4oEIIB4YJyLLU8mzO9AdoGjRojUWLVqUIdmio6PJnTt3hs71iYmhRs+e+F+5wq6ZM4nJV4jevatz/nwgc+b8TL58Weuk60xdPI2kuly+7Mfzz9ciLFckv5wKQ9lImxAQwJa1a7NcRkfJidclJ5DRuqjYWOp07Mi10qX5beJEAG7c8OGll2oSG+vDnDm/EByctR4cGalL48aNd4tITZsHRSTVDVgH7LextQYupUh70U4eJSyfdwEngLvTKldEqFGjhmSUDRs2ZPhcERHZt08kOFikcWOR+HiJiBDx9xdp3965bDOC03XxIJLq0qWLiK+vyPmwmiIgUqqUSEiI/h4SItKpk0hkpFtlTYuceF1yAk7VZcIEfQ/u3Jm8a+tWEaVE+vZ14PyzZ0UaNHDZvZuRugC7xI5OTdOkIyIPi0glG9sK4B+lVHEAy+c5O3mcsXweAzYC1Rx4UbmXSpW0e86GDfDOO1StquPmL16szRCGjLNmDcybB9MSXqDw8V1656lTelEayDEDZIZsRNIEqyee0CFXxo5NPlSvnp6Q/8knlrj5qeHhfvvO2vBXAklz37sAK1ImUEoVUEoFWr4XBuoBB50sN2vo2lWvgzlqFHz3HYMHQ61a2mc8B4zfuIXoaD+6d4fwuy/TLfdXN5cs9PHRg2br1uWYATJDNiJJUU+cqMfwli+H335LPjxmDISGwgsv2Fn4PJuE6XZW4Y8DmiqljgAPW36jlKqplJppSXMfsEsp9RuwAW3Dzx4KH/RrvUoVeOYZ/I7+zmef6Qveo4fFayeHTb3ObD78sBxnz8LqOiPxib6idwYF6c+koFYmHo4hq7ClqJNa51at9Ny5Yc4cOHoUBg2ykU82CdPtlMIXkSgRaSIi5SymnwuW/btE5EXL9+0iUllEqlo+Z7lC8CwhMhIefRRmzNBK6fHHufeOC4wZo5dE/OwzPL4L50ksXAjr1hVlRtdtFP/ifd1k6tXLRLk0uA97ivqVV3Sjw6qV36iRVvbTptlYDjWbhOk2M21TI0mZz5mjfQj/+gvataN/7zgaqC306/ofp6Z+49FdOE/hr7+0bq9531m6buoKZcroiW4myqXBndhT1G++qT9TNORGjtS3a7duNqaLZIMw3Ubh28JWN69ePW3D+fFHfF4ZwJzt95DgF8hzPvNJwMdju3CeQEKCjnKckADzS/ZHHT2qX6J58rhbNIPBtqIuUECvhJSilR8YCAsWwOXL2p5/i1d7NgjTbRS+Lex18/76S0/OmDKFu/Ys4ZMHF7MxsSHj/N702C6cJzBxImzcCF/1+pF7fliiB8UaNXK3WAaDxp6iHjBAP9PvvHNL8ooVddidVavg00+zXlxnMArfFqnZ48aM0fFT+/Wjy41P6VjuF4bJcLa3Hu+RXTh3ExEBb7wBnR6/TPMvu3GtZMlbXN4MBo+lQAFty1+2TLf+rejbF5o104cPH3aTfBnAKHx72LPH+frq8I5VqqD27uXTmb6ULq3ouGcQl2Z7XhfOnVy+rOOgFS4MM/MPQp06xe9DhtzsORkMns6rr0LRovDaa7fYb3x8YO5cfSs//TTZZnU8o/DtkZo9Lk8e3Z8rVIjc7R9j6fsnOHNGD+SYAGsaEXjpJW0d+6HPcoI+nwGDBnG5YkV3i2YwOE7u3Nqks3Wrds2zonhxmD9f+x706+cm+dKJUfgZpXhxvfh5TAzV3mjBpGEXWbYM3nvP3YJ5BpMn6xnJH/3vNBUnvgA1amgXB4Mhu/HCC3DvvTB48G2L3T7yiDZZzpxpcdP2cIzCd4YKFfSMvD//pPe6NjzT5gZDhugBSm/ml1+0bfPxFgn02v6sXjN04UIICHC3aAZD+vHz0wsuHz6sNXsKhg/XPgg9e8L+/VkuXbowCt9ZGjWCOXNQmzbxmU9XypdNpH17OHPG3YK5h7//1qHFixeHRVXHojZt0s39cuXcLZrBkHEefxwaNNCL3V66dMshPz/dnsmXD9q0gYsX3SOiIxiF7wo6doSxY/Ffuogt9V/n6lV46int3JNhsmHIhhs3dL2jouCHd7YT8u5w/d8895y7RTMYnEMpmDRJ39xvvnnb4WLFYOlS7bndvv1tlp/bcdPz7b0K35k/3Na5gwdDz54UnjWerZ2msnOnk4O42Sxkg4heFWz7dlgw+RLlh3eE0qVvzkA2GLI71arpm3zKFNi167bDDzygb/cfftDTdVLFXc+3vbjJnrBlajz8Xr1EfHz0Z3qxd25cnEjLliI+PvJl5xUCIiNGpCPfs2d1vlp/3roFBaVfzizkww+1mG+8nijy1FMifn4iP/10WzoTd90zMXVxkEuXRIoXF6lcWeTGDZtJ+vXTz8Ls2TYOBgWl6/nO8nj4OQ5nwpimda6fHyxaBNWr0/ar9oxovo23305H/PyRI/XlL1fullm+/zz8sEeHbFi2TE9KfOIJGJH/fd23HTsWatd2t2gGg2vJl09Pr923D0aPtpnk/fehaVPo3h1uW7DNzVE1vU/hO/OHO3JurlywejWqVCne3NmSZ8P307kz/PhjKvlav0hE4MiRWxYDiQ8JcU/IBgfMXtu26b+kdm1Y2HMTPkOHaEP+q69moaAGQxby+OPQubNW+Nu333bYz0+vf12xon4U9uyxOujmqJrep/Cd+cMdPbdIEZg/H3XtGvPONqV+6ZO0bq3XR7ZJyhdJisVAAtw17J+GnfH33/W9X6oUrJp+hqDnnoayZXVgNGO3N+RkPv5YR3zt0AEuXLjtcN68sHo1FCoELVqkaE+6Maqm9yl8cO4Pd/TcuXMhLg6fSxf4Tppzd75/efRR+OMPG2lTvkjglsVADmT1wI4DZq9jx3S3NSAA1q64TsGXntIrw3z9tYmCacj5XLumzTuRkdoPuUGD23TBnXfq5TxjY/Wzcvq05YA7o2raM+57wubWRcwzip1BmWsqWMoUuiKlSokcOWLjvDZtRHr3FomI0J9t2iQfyvK6nD0r0rGj3UXFjx8XKV1apGBBkd8iEnVaEFm6NM2sHa6LixeDzgzMQKdnkiV1SXLcaNTo5nPes6fNpD/9JJInj0i5ciJnzqSvGDNo6+nYsvM3bEiwTyx74+4l7sp1GjWy0dL3pFjaqZiuTp2Chx7SgdF++AGqrBqrg8mNHq1bOq4im7mlGryElL1f62n106bZdACpXVu39CMjdaf9toVTshCj8F2NLWVZoQLUr0/ey2c4lOd+4m8k0KiRtoF7LDZMV0eO6DHcqCj4/nuofuJrS+zjTjB0qGvKzSaLQRu8lJQNOl9fPeaWxD336IVvU/DAA9qm/9df+hk6eTKL5E2BUfiZgbWyTFJelpZA/lP7OPRvISTyLPXr3xZm23NI0ePY/cbX1KsHV67oseRa17doRV+njo4v4qpB2myyGLTBS0nZoEtI0A2TwEB9/PBhePFFm834+vW1m+bff+sF9NwRd8co/MzAWlmeOnWrAvP3pwD/8fvjg8mXJ5HGjT1yJbRbWLdOhwwKCdFumLWC9kGrVtpL4Ztvbg40O0pq7p7ZZDFogxdj3aALC9Pbzp3QuzeEh2sf7IoVdUMoLu6WUx98ELZs0e+I+vW11TIrMQo/s7HVIqhRg3zfzGdfw76EVxXattVhlZ2KpZ8JsTlE4IMPdAjYsDDtclw+8KTeERKimyuFC6c/47Ts89lgMWiDF2PdoDt2TG9JY2+//qq38uX1ghD33KNXybMy81SurJ+lO+7Q42GffpqF62jYG831hC1beunYIqUHziOPiJQsKQIS16e/PPVkooDIk0+KXLx4++nblixJ22PFOtyDCzxcoqNFOnTQzgdt2oj895+InD6tXQ3y5RPZuzf9maZzWrmn41H3mJOYuriYxESRlSv1c5h0n4eFiXTvLrJkiciFCxIVJdK8uT70wgsiMTG3Z+NqLx23K/XUthyj8FPSq5eIUiJVqoiAJPbuI++9myB+fiJ33SWya9etyU+3amU/7o89JQoZixMkIrt3i1SsqEUcM0YkIUFuKvs8eUS2bctQvnL2rPzdpIldd8/shkffY+nE1CUTOXZMZPJkkdat9fMDIr6+Ik8+KfFbd8gbb+hd1auL7Nt366nGLTM7kzKEwt69AKgpk3n1t+fY8mMccXF6HHToUIgJKgBKUWLlSvseKykHOa1Jp4dLbCwMGwb3368nD65Zo+XwiTyjjfh//63NOA88kLH6Fy9OfK5cxj5v8C7CwrR9f/ly7eK2dSsMHAibNuFb/wFGXR3IN0tu8NdfemG4sWMdCK+cQYzCz0pseaB07Ki16oIF1Hn3SSJ2xNC5M4wbB5WKnWdto7EkJHkA2PJYsR4jSErn52c/vQ1EtHKvUUOb1Tt2hAMHoFkz9ISBBg20XX3tWqhb16m/IODiRWOfN3gHtsbV/P21i86ECdo3s08fmDSJlj1KcOCHs7RqBa+/rttUV6+6XiSj8LMSWx4o+fLpQZ2pU2HVKgo+2YjZoyPZsAH8Av14ZOMQmtxYw6aAh+23iJMGOXfu1N4B8fEOt6B379bTvh99VN9gK1botTkLFECPLD3wgPbFXL/eMWWfxuDxgREjPGeCmcGQmaTlnJArl47JU68eREVxx7PN+OorWLxYP2q5crleJKcUvlKqnVLqgFIqUSlVM5V0jyilDiuljiqlhjhTpkfjiKdMSg+UEyf0OU88oeMMHzgAtWrRKO8efvsNPqoyk98Dq9Ao9gcaFTvEF7+USw6kmYy110D58rr7mEoLOjZWR3GuXx9q1oSICPjwQz0RrFUrS6KlS/W0wIIFYccOqFXLsf/AzJA1eDuOTh5MSrdtm/594AAoxdPP+PDh0Ezq+doz7juyAfcB9wAbgZp20vgCfwJ3AQHAb0AFR/LPdoO2GVlUJeU5ERE6UE1wsMhnn4kkJsqaNZtk0iSRMmX04E7evCLduol88YUeS3WEqCiRRYtEunQRKVJE53PXXSITJug1HZKJjRUZNEgnqFtX5Px5xwpw0APH4wbUnMDUxTNxe13SiEVlN51SIgEBtzhcuHrQ1s/Jl8UhAJX6LMv7gaMicsySdhHQGjjoTNkeRXDwrQvYTp2qt6AgiIlJ/zknTsDTT+u1YL/7jlwdO9K/P7z8MmzerANxfvUVzJ6tTw0NhbvugpIltdVIRLfir13T7r+HD99cVL1gQW2b79xZu9Nbzwrnr7/gmWd0i753b72Sg6OTqo4dg0GD9MDUtWt6/KBNGz3BwGDwJhydPGidDm4+uJCsD+oHBOjFol2E0i8EJzNRaiMwSERuW+hRKdUWeEREXrT87gzUFpG+dvLqDnQHKFq0aI1FixZlSKbo6Ghy586doXPTS0BUFHdPnUrhrVvxvXGDhMBA/q1fnz979SK2YMGMnZOQQOmFCwmbM4eYQoU48r//cbHmTatZQoLi6NFc7N2bn0OH8nLuXCDnzwdy4UIAPj6Cn5/g759I8eLXKV36GqVLXyM8/BL33nsZX98UwiQkcOe33xI2cyYqMZHDgwZxvnHjdP8P5T74gDu/+YZEf3984uI4+/jjHBk48JY0WXldMhtTF88ks+oSEBVFhREjODhsmN3nOomKb79NbMGCnG3Zkju//ZaACxdshjlPSnf+wQcp/8EHBJ89i4JkfbD3uefwL1UqXXI2btx4t4jYNrHba/onbcA6YL+NrbVVmo3YN+m0BWZa/e4MfJJWuZLdTDo9e2rTTFCQ42YdR8756Se5apmkJa1aaR/4jE6qsjUha9cukfBwnf+DD9qJ3ewgqYR4TsLt3W0XYurimWRaXZxZB9sRevbUZp0k806vXllv0hGRh9P1ermdM4D1K6qkZV/OImkwtnt3mD5dD+C64pzatfll1iwa/vorjBoF336rB4IGDNAjr+khaUD1nXe07+X48bBqlTa/KAWVKukVqzKKtcfN5MkZz8dg8CQyYrLNCP/8A88/D/Pn65AMmeGybO9NkJ6N1Fv4fsAxIIybg7YVHck3W7XwM5ENGzbYHxT1908x6mqD1GbjZnGogxx3XXIIpi6p4OggrKvo1Ekkf36R69c9a6atUqqNUuo0UBdYpZRaa9l/p1JqteWFEg/0BdYCh4AvReSAM+V6JSknbfn76+9xcXrhzBo1dLCmceN0lL7PPtO9hhEj9KKaefPezEsp7Y+5Y4cJRWwwpEVWR3AdNkzPqUmaSOlCnPXSWQYss7H/LNDC6vdqYLUzZXk9KW+62Fjo1i3Zk4dt2/SsqfPnbz+3ZEk9k+rKFf2iiIvTi7IMHqxdfEyoA4MhdTJisrUmMlJ7wC1enPbzVa5cxuVMA6cUviGLsXXTPfDArbFtoqPh4kX9QggKgiJF9ErjTz4Jjz1289zvvtNTu0+dcu5GTo303OQGgyfj7PiU9YTEKVNcJ1c6MQo/O+HITZc7t97snZtyAOr4cX0Dzp6d+gBURpS3h9zkBoPbyKoBXwcxsXS8jbSWELQXHiI9IRPMurQGg8bDluw0Ct/bSGsAKqViz4jy9rCb3GBwGx62ZKdR+N6IrSUE7Sl2kfQrbw+7yQ0Gt+JBS3YaG743YmssIDLSfiycd95Jv/J21qvBYMgpeNCERKPwDZrUWuUZUd4edJMbDAaNUfjZGVe7PdpT7EZ5Gww5AqPwszOudns0it1gyNGYQdvsiHF7NBgMGcAo/OyIcXs0GAwZwCj87IhxezQYDBnAKPzsigf59hoMhuyBGbTNrpgBVoPBkE5MC99gMBi8BKPwDQaDwUswCt9gMBi8BKPwDQaDwUswCt9gMBi8BKPwDQaDwUswCt9gMBi8BKPwDQaDwUswCt9gMBi8BKPwDQaDwUswCt9gMBi8BKPwDQaDwUswCt9gMBi8BKcUvlKqnVLqgFIqUSlVM5V0J5RS+5RSEUqpXc6UaTAYDIaM4Wx45P3Ak8CnDqRtLCL/OlmewWAwGDKIUwpfRA4BKKVcI43BYDAYMg0lIs5notRGYJCI2DTXKKWOAxcBAT4Vkemp5NUd6A5QtGjRGosWLcqQTNHR0eTOnTtD53oaztQlICqKCiNGcHDYMGILFnSxZOnHXBfPxNTFM8lIXRo3brxbRGyb2EUk1Q1YhzbdpNxaW6XZCNRMJY8Sls87gN+ABmmVKyLUqFFDMsqGDRsyfK6n4VRdevUS8fHRnx6AuS6eiamLZ5KRugC7xI5OTdOkIyIPp+v1YjuPM5bPc0qpZcD9wGZn8zWkQnCwXtw8ialT9RYUBDEx7pPLYDC4jUx3y1RK5VJK5Un6DjRD9xAMmcmxY9CxI4SE6N8hIdCpExw/7l65DAaD23DWLbONUuo0UBdYpZRaa9l/p1JqtSVZUWCrUuo34GdglYiscaZcgwMULw558+pWflCQ/sybF4oVc7dkBoPBTTjrpbMMWGZj/1mgheX7MaCqM+UYMsg//0DPntC9O0yfDpGR7pbIYDC4EWf98A2ezNdf3/w+ebL75DAYDB6BCa1gMBgMXoJR+AaDweAlGIVvMBgMXoJR+AaDweAlGIVvMBgMXoJR+AaDweAluCR4WmahlDoPnMzg6YWBnBKO2dTFMzF18Uy8vS5lRKSIrQMerfCdQSm1S+xFjMtmmLp4JqYunompi32MScdgMBi8BKPwDQaDwUvIyQrf7iIr2RBTF8/E1MUzMXWxQ4614RsMBoPhVnJyC99gMBgMVhiFbzAYDF5Ctlf4SqlHlFKHlVJHlVJDbBwPVEotthzfqZQKdYOYaeJAPV5RSh1USu1VSq1XSpVxh5yOklZ9rNI9pZQSpZRHutE5Ug+l1NOWa3NAKfVFVsvoKA7cY6WVUhuUUr9a7rMW7pDTEZRSs5VS55RSNlfPU5qPLHXdq5SqntUyOooDdelkqcM+pdR2pVTG1xext9htdtgAX+BP4C4gAL1AeoUUaXoD0yzfnwEWu1vuDNajMRBi+d7LE+uRnvpY0uVBr238E1DT3XJn8LqUA34FClh+3+FuuZ2oy3Sgl+V7BeCEu+VOpT4NgOrAfjvHWwDfAQqoA+x0t8xO1OUBq/vrUWfqkt1b+PcDR0XkmIjEAouA1inStAbmWb4vAZoopVQWyugIadZDRDaIyDXLz5+AklksY3pw5LoAjATGA9dtHPMEHKnHS8BkEbkIICLnslhGR3GkLgLktXzPB5zNQvnShYhsBi6kkqQ18JlofgLyK6WKZ4106SOtuojI9qT7Cyef/eyu8EsAp6x+n7bss5lGROKB/4BCWSKd4zhSD2teQLdePJU062PpYpcSkVVZKVg6ceS6lAfKK6W2KaV+Uko9kmXSpQ9H6jIceNayTvVq4OWsES1TSO8zlV1w6tk3SxxmM5RSzwI1gYbuliWjKKV8gIlAVzeL4gr80GadRuiW12alVGURueROoTJIB2CuiLyvlKoLfK6UqiQiie4WzABKqcZohf9gRvPI7i38M0Apq98lLftsplFK+aG7qlFZIp3jOFIPlFIPA28ArUTkRhbJlhHSqk8eoBKwUSl1Am1jXemBA7eOXJfTwEoRiROR48Af6BeAp+FIXV4AvgQQkR1AEDp4V3bEoWcqu6CUqgLMBFqLSIb1V3ZX+L8A5ZRSYUqpAPSg7MoUaVYCXSzf2wI/imX0w4NIsx5KqWrAp2hl76l24iRSrY+I/CcihUUkVERC0XbJViKyyz3i2sWR+2s5unWPUqow2sRzLAtldBRH6vIX0ARAKXUfWuGfz1IpXcdK4DmLt04d4D8RiXS3UBlBKVUa+BroLCJ/OJWZu0eoXTDC3QLdqvoTeMOybwRagYC+ab8CjgI/A3e5W+YM1mMd8A8QYdlWultmZ+qTIu1GPNBLx8HrotDmqYPAPuAZd8vsRF0qANvQHjwRQDN3y5xKXRYCkUAcupf1AtAT6Gl1XSZb6rrPU+8vB+syE7ho9ezvymhZJrSCwWAweAnZ3aRjMBgMBgcxCt9gMBi8BKPwDQaDwUswCt9gMBi8BKPwDQaDwUswCt9gMBi8BKPwDQaDwUv4P3PwlGqZQSfyAAAAAElFTkSuQmCC",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Meilleur modèle -> degre = 7\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"main(degreMax=12, NbEx=100, sigma=0.2)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"On va pouvoir mieux approximer les observations, c'est-à-dire diminuer l'erreur pour le degré optimal mais on aura toujours le cas d'EQMA qui remonte."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"L'évolution de l'écart-type va venir augmenter l'erreur globale sur le profil d'erreur en diminuant la précision des mesures."
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 1\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 2\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 3\n"
]
},
{
"data": {
"image/png": 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1a1NMSUWKFOHjjz+mbt26DBs2jI4dO5KUlES+fPkYOXIkVatWzfJ3aBhGmHDOBbwBHwB7gFXpHG8HHAbiPNszvtTbrFkzl5o1a9actS8tjhw54lO5aCCa+pLZ9Zk1a1b2CJINWF8ik9zeF2CJS0enBmuEPxZ4CxiXQZl5zrluQWrPMAzDyCJBseE75+YCB4JRl2EYhhEaRJ8AglCRSDXgG+dc/TSOtQO+ALYDO4FHnHOr06lnADAAoHz58s0mTpx4xvHixYtTs2bNTOU5ffo0MTExWepDpBJNfdm4cSOHDx9O93hCQgJFihTJRolCh/UlMsntfWnfvv1S51zzNA+mZ+vJ6gZUI30bfjGgiOd9F2CDL3WaDV+Jpr6YDT86sb5EJsG24WeLW6Zz7ohzLsHzfhqQT0TKZEfbhmEYhpItCl9E/iWelUEicoGn3f3Z0XZuYufOnYwfPz7cYhiGEaEEReGLyARgEXCeiGwXkdtEZKCIJDuiXwesEpHlwJtAb8+jR1QS7vDIaXHo0CEeeughLrvsskzLDhkyhOGe8BL9+/dn8uTJAbVtGEZ0EBS3TOdcn0yOv4W6bUY93uGRCxQowL59+zh58qTP5yeHR65fv35KlM0xY8b4LU9iYiJ58+alRIkSpJ7gNgzD8Cbnh1YIMpEQHrldu3Y88MADNG/enP/9738sXbqUtm3b0qxZMzp16sSuXbsA2LRpE507d6ZZs2ZcfPHF/P777xn2Lb16DMPIGUR1aIUHHoC4uLSPnT5dEH88GRs3hv/+N/3jHTt25LnnnqN27dpcfvnl9OrVi7Zt26aER545cya1a9fm5ptvZvTo0SnRMpPDI4OO6IcPH07z5md6TnmHRy5cuDAvv/wyr7/+Og8++OBZcpw8eZIlS5Zw6tQp2rZty9dff03ZsmWZNGkSgwcP5oMPPmDAgAG8/fbb1KpVi59//pm7776bn376Kc1+nTp1invvvTfNegzDyBlEtcIPB5ESHjm5vnXr1rFq1So6dOgAqMnonHPOISEhgYULF9KzZ8+Uc5KfONIivXoMw8g5RLXCz2gkHh9/jKJFi4ak3UgIj5xcn3OOevXqnRGEDeDIkSOUKFGCuPQegdJoO616DMPIOZgNP4tESnjkZM477zz27t2boqhPnTrF6tWrKVasGNWrV+fzzz8HVKEvX748y/UYhpFzMIWfRRISEujXrx9169alYcOGrFmzhiFDhpwRHrlBgwbkyZMn0/DIyZO2yXiHR27YsCGtW7fOdKI1f/78TJ48mccee4xGjRrRuHFjFi5cCMAnn3zC+++/T6NGjahXrx5ff/21X/UYhpFDSG8JbiRsFlpBiaa+WGiF6MT6EplEZWgFwzAMI/yYwjcMw8glmMI3DMPIJZjCNwzDyCWYwjcMw8glmMI3DMM3du2Ctm3hr7/CLYnhJ6bwI4T169dn6CcfKuLj4xk9enRyZjLDSJ/nn4f58+G558ItieEnpvD9QES46aabUj4nJiZStmxZunXrlqV6qlWrxr59+wCoXbs2v/32G19++eVZZfbvD02umJMnT3LPPffQtm1bPPlpziI5n+bOnTu57rrrAF1dPG3atJDIZEQgBQuCCIweDUlJ+iqi+42owhS+HxQuXJhVq1alrJL98ccfqVixYsD1DhkyhB49egRcT2YkJiYCurp23Lhx1K1bN9NzKlSokJIoxRR+LmPzZrjhBihUSD8XKgQ33ghbtoRXLiPLRHXwtIziIxc8fZqQxEf20KVLF7799luuu+46JkyYQJ8+fZg3bx4ABw4c4NZbb2Xz5s0UKlSId999l4YNG7J//3769OnDjh07aN269RlmlI8//pg333yTEydO0KpVK0aNGkVMKvmTy5w8eZKWLVumWaZatWpcf/31fPfddxQsWJBPP/2UmjVr0r9/f2JjY/ntt99o06YN99xzD/fccw979+6lUKFCvPfee5x//vls2bKFG264gYSEBLp3755S79atW+nWrRvLli3jmWee4dixY8yfP58nnnjCp0igRhRzzjlQrBgcPw6xsfparBj861/hlszIIsFKcfiBiOwRkVXpHBcReVNENorIChFpGox2w0nv3r2ZOHEix48fZ8WKFbRs2TLl2LPPPkuTJk1YsWIFL774IjfffDMAQ4cO5aKLLmL16tX06NGDP//8E4C1a9cyceJEFixYkBLg7OOPPz6jvbVr1zJp0iQWLFhAXFwcMTExfPLJJ2nKVrx4cVauXMmgQYNSwjMDbN++nYULF/L6668zYMAARowYwdKlSxk+fDh33303APfffz933XUXK1euTDM8cv78+Xnuuefo1asXcXFxpuxzC7t3w8CBsHixvtrEbVQSrBH+WDSF4bh0jl8B1PJsLYHRntfAyGAkfiw+PmThkQEaNmzI1q1bmTBhAl26dDnj2Pz58/niiy8AuPTSS9m/fz9Hjhxh7ty5TJkyBYCuXbtSsmRJQDNlrV27NiUWfUJCApUrVz6jzpkzZ7J06VJatGih/Tt2jHLlyqUpW58+fVJevZOn9OzZk5iYmAxj5S9YsCBF9r59+/LYY4/58e0YOQ7P7xaAkSPDJ4cREMHKaTtXRKplUKQ7MM4T2GexiJQQkXOcc1GdQ++qq67ikUceYfbs2QFNrDrn6NmzJy+99FKGZfr168d//vOfTOvznoD1fp8cQz8pKSnDWPnpTeAakcXp0/DHH7BhA+zbB/HxkJwRs2hRKFIEypWDWrWgcmX/LJxGziK7bPgVgW1en7d79p2l8EVkADAAoHz58syePfuM48WLF08zlnxqTp8+7VM5f4mPj+f6668nNjaWatWqsW3bNhITE4mPj6dly5Z88MEHPPbYY8ybN49SpUohIrRq1YoPP/yQRx99lOnTp3Pw4EESEhJo1aoVvXv3ZsCAAZQtW5b9+/eTkJBA1apVcc5x+vTplDJ33HEHZcuW5cCBAyQkJFClSpUz5HLOMW7cOB566CEmTpxIixYtiI+P59SpUxw7doz4+HhEhCpVqjBu3Dh69OiBc45Vq1bRoEEDWrZsyYcffkjv3r15//33U/qakJBAUlIS8fHx5M2blwMHDqT5/R4/fvysa+ZNQkJChsejiezuy4ED+YiLK8HKlSVYsaI4f/5ZiMRE36yy+fIlUbXqURo0OEyjRodp1OgQJUqcSjlu1yUyCXpf0gujmdUNqAasSufYN8BFXp9nAs0zqzNSwyMXLlz4rH2zZs1yXbt2dc45t3//fte9e3fXoEED17JlS7d8+XLnnHP79u1zHTp0cHXr1nW33367q1Klitu7d69zzrmJEye6Ro0auQYNGrimTZu6RYsWOeecq1q1qtuyZUuGZbypWrWqe/TRR12DBg1c8+bN3YYNG5xzzvXr1899/vnnKeU2b97sOnXq5Bo2bOjq1Knjhg4dmrK/VatWrn79+m7w4MEpfd2yZYurV69eSv+aN2/uGjVq5CZOnHhG+xYeObjs2uXciBHOXXKJcyLOgXOFCzvXoYNzjz3m3Jgxzs2Z49z69c7t3OnckSO67djh3O+/OzdrlnPvvuvcv//t3GWXOVewoNaRJ49zl17q3OjRzu3ZY9clUgl2eOTsUvjvAH28Pq8DzsmszkhV+NlNVvpStWrVlJtIODCFHzhJSc7Nm+dcz57OxcTov7RePeeGDnXul1+cO3XK/7pPnnRu0SLnnn7audq1te58+Zy7/PK/3OLFwetDOMntv7GMFH52+eFPBW72eOu0Ag67KLffG0awcQ7+7/+geXO4+GL48Ud48EFYvRpWrYJnnoEWLSBvAIbYfPmgVStdLPv777B8Odx9NyxcWJpWrfTYDz+oLEbOI1humROARcB5IrJdRG4TkYEikpzjbxqwGdgIvAfcHYx2jbPZunUrZcqUCbcYRhaZMUOV7VVXwZEj8M47sH07vPoq+LAuzi9EoGFDdXb7/PNFjBih3padO2vInLlzQ9OuET6C5aXTJ5PjDrgnGG156jNPkgjE2bAwy2zdqusHv/4aqlSBMWPg5pt1JJ6dFCp0mkGDYMAAeP99GDZMlX6vXvDaaxCEheRGBBB1oRViY2PZv3+/KZcIwznH/v37iY2NDbcoUcHJk/DCCzp6//FHeOklWL8ebrst+5W9N/nzw113wcaNMHSo3ojOP1+VvicihxHFRF1ohUqVKrF9+3b27t2bYbnjx4/nGOUTLX2JjY2lUqVK4RYj4lm9Wkfxy5bBtdfCG2+on3wkUbCgzhncdBPcdx888gh88QV89JH69RvRSdQp/Hz58lG9evVMy82ePZsmTZpkg0ShJyf1JTeTlKT28ief1IVRU6ZANsTKC4hzz9WJ5AkT4J57NNTU8OEaXcGsqtFH1Jl0DCMaOXAArrwSHn4YOnVSr5tIV/bJiGiwzFWr4KKL1KunZ0+dXDaiC1P4hhFiliyBpk3VVv/WW/DVV1C+fLilyjoVK8L336vn0FdfqfvoypXhlsrICqbwDSOEjB0LbdqoX/v8+WoWiWZTiIja82fN0rg9LVvCZ5+FWyrDV0zhG0YISEqCxx+HW27RRVTLlsEFF4RbquCR3KemTdV1c9gwW6wVDZjCN4wgc/Soet+8/DLceSd89x2ULh1uqYLPv/4FM2dC377w9NP6evx4uKUyMiLqvHQMI5LZvx+6doVff1WPnPvui24TTmYUKKCumuefD4MHw86dat8vVizckhlpYSN8wwgS27apqSMuDiZPhvvvz9nKPhkRdTX9+GOYNw/atdMEWUbkYSN8wwgC69ZBhw5w+LB6srRrF26JMsE5TUK+Zg2sX0/t2bN1Bdju3bBnDxw7pktrExN1GF+smG7ly0P16rrVqaPR3MqWBTSvealScN11OlE9YwZUqxbWXhqpMIVvGAHy++/Qvr1O1M6Zo4uTIo7ERLUzzZgBixbBL7+o/clD2WLFVImXKwc1akDhwhrjISYGTpxQp/vDh9Vms2CBvk+malV10O/cmSs6dWLmzLJ06aKxeGbP1mqNyMAUvmEEwNq1quxBlVudOmEV50zi4+Gbb3RJ74wZcOiQ2l/q1YOrr1a3oQYNoHZtFqxcSbusPJYcOKBO+L/+qjeP6dPhk09AhFYXXkjcXX1pO/J62rYtyezZumLXCD+m8A3DT7ZuLUSvXpAnj/qln39+uCVCR/LTpulM6rRp6jZzzjnqNtSxI1x+udpdAqVUKR3Ct22rn5OSYOlSbfOzz6jy4kA25b+fL4/14N7WD/PmwubUqBF4s0ZgmMI3DD9YvRoeeqgxBQpEiLLftg1GjdKVXn/9pbb2O+6A66+HCy/Uu1IoyZNH7fktWmjUtaVLyfPRR1w9dhzX7pnIorqXULCqUGHOBL0BGWHBvHQMI4usXw+XXgp58jhmzw6zsl+2TGdLq1fXmActWmhM423b4M031bYeamWfGhGNuzBiBDE7trHj4deofHIzFTbM4XjjVvDzz9krj5GCKXzDyALbtqk3jnPw+utxnHdeGIRwTvMQXnYZNGum4Szvvx82b4apUzVtVjiD6ntTvjwVX3uY/ZTkYYaTsOeopvaKiYEdO8ItXa4jWCkOO4vIOhHZKCKPp3G8v4jsFZE4z3Z7MNo1jOxk3z41gx88qK6XVaocy34h5s9Xu3nnzuoL+uqrehd67TVNmRVpbN4MN9xAo0KbuIYp1GU178Teh8uXX7O/jB6t9n8jWwhY4YtIDDASuAKoC/QRkbSycE5yzjX2bGMCbdcwspP4eLjiCk1J+H//pzFkspXffoMuXXRl18aNaq/fvFkjmRUvns3CZIFzzlH//ePHaRO7jHFyC4NOvs4NDVZyulkLjbV8ySW6JsAIOcEY4V8AbHTObXbOnQQmAt2DUK//7NpF4/vv18krwwiQ48fVi/G33zQyZLJjSrawa5emx2raFBYv1gA9GzdqHsL8+bNRkADYvVszpixeTOe7qjO+2X+ZtLQmVxf6kcQxYzXQfuPGMHFiuCXN8UiguWFF5Dqgs3Puds/nvkBL59wgrzL9gf8Ae4H1wIPOuW3p1DcAGABQvnz5ZhP9+BHUeuMNKvzf/7HzyivZ8OCDWT4/0khISKBIkSLhFiMoRFtfkpLguefqMmdOOZ58ci0dOvwTMyCUfZFTp6j0xRdUHTeOPImJbOvZk219+pAYovay+7pMnVqBN96oTadOf/Fsv9nUfWEYxVevZtcVV7Dh/vtJKlDA77qj7TeWEf70pX379kudc83TPOicC2gDrgPGeH3uC7yVqkxpoIDn/Z3AT77U3axZM5clYmOd0ymtM7fY2KzVE2HMmjUr3CIEjWjryyOP6E9o+PCzj4WsLz/84Nx552nD3bo5t2FDaNrxIhzXZcgQ7eLQoc65kyede/JJ50Sca9HCuR07/K432n5jGeFPX4AlLh2dGgyTzg7AOwVzJc8+75vKfufcCc/HMUCzILR7Np4JIgoV0s+FCqnLmtkHDT8YNUrztw4aBA89lA0N7tunMYY7dYLTp+Hbb3XCoGbNbGg8+3nmGejXD559FsZNyAcvvABffqnxfVq00FW8RlAJhsL/FaglItVFJD/QG5jqXUBEvFdaXAWsDUK7Z+M1QXQ6f341vhYrpoG7DSMLfPMN3Huv5qH9739DHPXSOZg0Sb1WJk5UDbhqlU7S5mBE4N13dU3DbbfBTz8B3bvDwoXqVnrJJbqmwAgaASt851wiMAj4AVXknznnVovIcyJylafYfSKyWkSWA/cB/QNtN108E0TLRo7UiSKbuDWyyNKlmsWpSROYMEFdxkPGzp06I9y7twYhW7YMhgzRCJW5gPz54Ysv4Lzz4JprdAUzDRvq6L5BAw0JMW5cuMXMMQQltIJzbhowLdW+Z7zePwE8EYy2MmXKFACOzp4Nt5u7v5E1tm2Dbt004u8332jQyJAxeTIMGKBPosOH6+KpvLkv2kmJEmq9atVKH2p++QXKly+r6bR69FC7z4ED8MAD4RY16rGVtobh4ehRtSj8/bfGAAuZJfDIEejfH3r2hFq1NGPKww/nSmWfTNWqeoPdu1dH+idOAEWL6p3g2mvhwQfVJdUICFP4hoGa0W+5RXXvhAlqTg8J8+dDo0YwfrzOWs6fD7Vrh6ix6KJZMw3yuXChLjNwDjVtTZoEffpoVvg33gi3mFGNKXzDAJ5/Hj7/HF55JURzpadPayNt22ows/nzYejQyIl5EyH07Kn3wQ8/1MlyQCdRxo3Tkf5DD8HIkeEUMaoxhW/ker74Qh1j+vZVy0rQ2bNH4zI884yOVOPioHXrEDSUM3j2WTXdP/KIxogD1Nz16afqNjVokE3k+okpfCNXExenkQtatVIXwaC7X86bp+4+c+fCe++pKSchQUf65kGWJnnyqD6vX1+9pdat8xzIn18fw5L9OH/8MaxyRiOm8I1cy549OklbsqQ6d8XGBrHypCSdZGzfXhcALl6sXmMiatqZPx+eey6IDeYsihTRSM/582u054MHPQcKFNCLVaeOmniWLw+rnNGGKXwjV3LypHqD7NkDX30V5CRMBw6olnr8cW1k6VINDlawoCr85JDAo0fr54IFg9h4zqFqVTW3bdmiyxQSEz0HihdXN6pixXTCZVuaYbmMNDCFb+RK7r8fFizQycHmaYeZypj0IrKuWqVhAaZPh7feUg+TYsX0mIX+yDIXX6whLqZPh8GDvQ5UqgTffadxq6++Go6FITdBFGIK38h1fPghvP02/PvfOnL0i+efp/jKlWeaZaZM0cmAY8dgzhy4554zJwW8Qn8QG2uhP3zk9tvVTfOVV9SEn0KDBvDJJ7o6ecAAjx+nkRGm8I1cxdKlqjwuvRRefNGPCrzMMuLcP2aZvHnVply/PixZkr4XjldseL9Cf+zalSsnfP/7X72X3nKLJ/xCMldeqTfdjz/28uM00sMUvpFr2LdPdXK5chqjzK+FranNMgULQsWK6md/yy0wezZUqJD++VOmqB95o0b66gkF4jO5dMI3OeZOkSLqsnn4sNfBwYN1ruSRRzwR2Iz0MIVv5ApOn1YX+F27VHGULetnRd4RWfPlU/PNzp0wYgS8/36QXX28sAlfKlRQk86WLepKm5IKN08eGDtWI7DdcAP5DhwIp5gRjSl8I1fw9NMwY4YOqlu0CLCy3bvhyitx+fKpgm/TRhcDhTKGsk34AjqJ+/rr6rJ5hkmuaFGdID98mDr/+Y8lRk8HU/hGjufLL+E//9HJv6AEUL3qKpg2jRNlyqhBed68IFSaCTbhm8KgQXDTTbpw+bvvvA40aAD/+x+llizRGV7jLEzhGzma33/X6LotWqjVJSCSktRefMstcMkl/DZyJJx7blDk9IlAJ3xzCCLwzjs6DXLDDbBpk9fBO+5gT/v28NRTGoXNOIPcG4/VyPHEx+tcXoECarcPyLx+7JjeOT7/HO64A0aOJHHBgqDJ6hPeE7y5PIBYoUL6dTRrppO4ixZ5cheIsO7hhym3dasGR1q+XGd6DcBG+EYOJTnc8bp1atqtXDnzc9Jl924NkTB5siYqeecdi3IZAVSvrqGsV63Se3CyG/7pwoU1zvKWLfDoo+EVMsIIisIXkc4isk5ENorI42kcLyAikzzHfxaRasFo1zDSY/hwHdW/9JL63PvNqlXQsiWsXKlDyocfDnGCWyMrdOoEw4ap4n/zTa8DF1+soZRHj9ZlugYQBIUvIjHASOAKoC7QR0RSp4+4DTjonKsJvAFY6hojZMycqWFsrrtOXbMDqqhNGw28M3euLuE3Io7HH9dL88gjeplSGDZMg6zdeqtX9LXcTTBG+BcAG51zm51zJ4GJQPdUZboDH3neTwYuEwndMGn8eNixI/f4Jxv/8OefGi7hvPPggw8CGIx/+qnGsK9SBX7+WY3FRkSSJ49acM49F66/Hvbty68HYmM1zvJff+lo3wjKpG1FwDtc3XagZXplnHOJInIYKA3sS12ZiAwABgCUL1+e2bNnZ0mYw4fzMmhQS0qVqkOpUnMpWDD6/XETEhKy/D1EKqHsy8mTebj//sb8/XchHn98KUuX+hFQyzkqf/YZNd5+m4ONG7P6+edJ3LQplSuIYtclsnjiiULcdVcznn76fIoXn0O+fGrUr96rF1XHjiWuQQMONW0aZimzRtCvi3MuoA24Dhjj9bkv8FaqMquASl6fNwFlMqu7WbNmzh9++ME5kSTXp49zSUl+VRFRzJo1K9wiBI1Q9uX2250D56ZM8bOC06ede+ABreT66507fjzD4nZdIo/PPtPLd/fdXjv//tu5GjWcq1lT30cR/lwXYIlLR6cGw6SzA/D2gajk2ZdmGRHJCxQH9geh7TTp2BFuvXXL2RM5Ro7lvfdgzBh44gl108syx49r7IX//hceeEBnAQsUCLKURqjp2RN69fqTUaPUzANo+Il33oGNG+GFF8IqX7gJhsL/FaglItVFJD/QG5iaqsxUoJ/n/XXAT547Uci44YY/ufpqdaqYMyeULRnh5pdfdPVlhw4aWyzLHDoEnTvDZ5+pe88bb6hh2IhK7rhjC+3b69q0Zcs8Oy+7TNdRvPyyel7lUgL+VTvnEoFBwA/AWuAz59xqEXlORK7yFHsfKC0iG4GHgLNcN4NN8kROjRo6kbMj9TOHkSPYs0cjYJ5zjg7KY2KyWMH27erCt3ChTtSGJIu5kZ3ExDgmTdIAeddcA/uTbQnDh0OJEhofO5fGzg/KMMY5N805V9s5V8M594Jn3zPOuame98edcz2dczWdcxc45zYHo93MKFZM46gcPaoueidOZEerRnaRmKgeOfv2qYt86dJZrGD1ao1b/8cf8P33atIxcgRly+o6jF27NPzC6dNAmTIaVGn+fB0d5EJy/HNr3boaOXXxYnjwwXBLYwSTJ5+EWbN0bU2WnS/mzYOLLlJNMG9egKuzjJDjR+KXFi00AsX06RpoDVCf/ObNNd1ZQkJoZI1gcrzCBx3dP/qoKoYPPwy3NEYw+PxzePVVtdP275/FkydPVoN/+fIahKVRo1CIaAQTPxO/JEdIffFFTVZPnjwaRW/nzlw5gZsrFD7otb30UjXfLV0abmmMQFizRuPktGrlR1a7ESN0UqdZM81iXrVqKEQ0gkUQEr+MGKGj/Ztv1thKtGqlE7ivvQYbNoRO9ggk1yj8vHk1rV25cjqRs++sJV9GNHD4sLpdFi6sA3WfPSeTknQN/n33aTz7GTP8MPob2U4QEr/Exqo9v0AB/e/Hx6NBlmJjM5+kz2E5hHONwgedyJkyRYMf9unjmcgxooakJDXfbNqkHpQVK/p44smT/7jkDRyo//5clBowqglS4pfKlTVq6u+/qxnflf+XTgL93/9l7Ledw3II5yqFDzpfM2qUDvCeeirc0hhZ4eWX1Q776qs66PKJ+Hjo1g0+/liDaY0a5YfvphFWgpT45dJLdWA/ebJac7j/fqhUSSdwU6dEzKE5hHOdwge9ww8YoBf/iy/CLY3hC99/r8mmevXShbA+8ddfemf46SedrR882EIbRyNTpqi7TaNG+uqdCCaLPPKIOnE89hj8tKigDgJ+/VW9ALzJoTmEc6bCP3qUPJk43b/5JlxwgZoIVq/OHrEM//j9d1X0DRpo+ASfdPa6depjv369PrZn2ZXHyImIaBTV887T39S2tjdBw4Yak8NbZ+TQHMI5T+EfPAh16lDl008zLJac9q5wYZ3D2x+yyD5GIBw6BN276/WaOtXHbHWLFmkc+6NH1VH/iitCLaYRRRQtqgsyT5yAq6+N4fhzr+jIffToMwvmwBzCOU/hlywJF11ElQkT0gxp602lSmoT3rFDH/NOncoeEQ3fOH1aV9Ju3qw3Z588KL/+Wo21JUuq4m/RIuRyGtHHeedpJI3ffoObP+mEu/xy9d32XowVRFNSpJDzFD7A8OEk5c2rLniZxMxo1UojLc6erXM4RuTw2GPwww86z3rxxT6c8Pbb6nfXsKHGxqlRI+QyGtFLt27qCPD55/B+tWHqq53Dw+vmTIVfoQJb+/eHadPUfpsJffv+sxJ31KjQi2dkzkcfqSfFoEGaoDpDnFOXq7vuUvPNTz+pD65hZMIjj6jH7h1jWrKzaTd1ATt0KNxihYycqfCBHddco4F07r8fjmWe+ejFF/WOf999qi+M8LF4sXpRXXopvP56JoVPndJlty+8oGvov/pKJ2YMwwdENFT+hRfCtaufU2X/xhvhFitk5FiF7/LmVbvb1q2qzTMhJgY++QTOP1/t+Rs3hl5G42y2b9eVtJUq6eKqfPkyKBwfD1deqY8DQ4bAu+/qkmrDyAIFCugk7s7yTfg29lqSXn8jx3px5FiFD0C7dnDTTepwv3JlpsWLFVNPkDx51HPn8OHQi2j8Q/IaqaNH9TpkGPngr7/0+s6Yob6azz5rPvaG35Qrp7+5ITIUEhI49Z9Xwy1SSMjZCh/08axkSbjtNp9iKZx7rnqEbNigI/2TJ7NBxmAQ5TE/EhM1ptmqVboSsl69DAqvX6/P4L//rl45t92WbXIaOZdGjWDwp/WYSG9O/+8tkvbmvFF+zlf4ZcrozPuvv8L//ufTKW3bwvvv6+BxwIAoSY4TxTE/nNPJ2e+/14nzjh0zKLx4sSr7+Hj1se/aNdvkNHI+V18Nxx4cTGziUX7q7pu+iCYCUvgiUkpEfhSRDZ7XkumUOy0icZ4tdb7b0NOrl9p6n3oqU9/8ZG6+GYYOVfPw0KEhli8QIiHmR4BPF8OH68TZ449n4pHz+efQvj0UL64+9hdc4J+8hpEBt75Wj7jqPWi2aATvDj8SbnGCSqAj/MeBmc65WsBM0s9Ve8w519izXZVOmdAhov6WefP6bNoBePppdQAZOjSCE6dEQsyPAJ4uJk9Wl9hevTLIR+Gcpqa7/npNbbV4MdSsGZjMhpEOIlB/wmBKcogtj45iavYPUUNGoAq/O/CR5/1HwNUB1hc6KlVSk86cOT67XSW7bHXooKad6dNDLKM/hDPmR4BPF3PmwE03OS4stpKxL/1FnrR+jSdPqrvlk0/qstuZM83H3gg5eVs2I7FDZ/4d8zq39Pqbn38Ot0TBQVwABmoROeScK+F5L8DB5M+pyiUCcUAi8JJz7qsM6hwADAAoX758s4kTJ/olW0JCAkVSB15xjnrPPkvpxYtZOno0R31ciXn0aAz33deEXbtief315Zx/frxfMvlLmn3xot4zz3CyVCl2dutGhW++If+BA6zOBlt+/v37qTF6NGXmzyfmxAlOFyjAvosvZtNdd3GyVKk0z0nuy4YNRXjggcZUitnJgvimnLiqDRtSJR3OGx9PvWefpeRvv7G1b19dTJfmXSE8ZHZdognry9kUX7mSJvfdxzPFXmVEnvsYMeI3KlXKfE1PMPGnL+3bt1/qnGue5kHnXIYbMANYlcbWHTiUquzBdOqo6Hk9F9gK1MisXecczZo1c/4ya9astA/s3etc+fLO1a/v3LFjPte3Y4dz1ao5V6qUc6tX+y2WX6Tbl0hg4EDn8uRxLjZWX++6K8Pis2bNcuvXO1eOv1wVtrptVHROjTa6xcZqwU2bnDv/fOfy5XPuo4+yoSNZJ6KvSxaxvqRD27buZPmK7pzSJ1zVqs79+WfwqvYFf/oCLHHp6NRMh0vOucudc/XT2L4GdovIOQCe1z3p1LHD87oZmA008eFGFRrKlNH4qKtWaUhUH6lQQb128udXE0+Uh8UOHlmMKLhvX346doSkUmX4sdubVCp0UA94zz0sWqRBjnbvhh9/1Bn0tIhyV1QjCnjsMfLt3sHCBz7j4EG4/HLYk6aWiw4CfT6eCvTzvO8HfJ26gIiUFJECnvdlgDbAmgDbDYwuXdQP8L//VT9uH6lRQ/XPsWN64XftCp2IUUMWIgoeOACPPtqQffvg++kx1K7099lzDz/9pJ44xYqp4s8otVUUu6IaUULnzlC3LtUmD+fbbxzbtkGnTtEbbidQhf8S0EFENgCXez4jIs1FZIynTB1giYgsB2ahNvzwKnxQX8BmzTRy0ubNPp9Wvz58950OPjt2VCVmZM6hQ/pH2b69EF9/rV/9GU8HAwboI9SNN0LLlrrvvPPSriwSXFGN3IGIRlhbvpyLjs/gyy81YVKXLmdGUo4WAlL4zrn9zrnLnHO1PKafA579S5xzt3veL3TONXDONfK8vh8MwQOmQIF/0ppdf/2Z2W4yoWVLfTBYv17NO6b0M+bQIf2eVqyAoUNXc+mlngPJTwdVq2rMow0b4O67VfGXKZN+hZHgimrkHm64Qb3ehg+nUyeYMAF+/lkXaf39d7iFyxqR4/IQDqpX15VVS5dmIVGqctllpNztL71UQ2kbZ3PokD4JLV+uIStat061XP333/UOOnOm+sCOHJlJxDRybPo5I0IpUEDD6E6fDitWcO21ui7np5/+if0ULeRuhQ+aP+/f/9bkGW+/naVTu3TRkf66dar0o3kyJxQcPqxmnLg4Hcx365aqwLRpquwPHtR/z4ABvleeA9PPGRHMnXdq2O3hwwH1Ixg/XteSdO4MR6JkQa4pfNBVnFdcAffeq/FZskCnTppjZeNGnWvcvTtEMkYZBw7oyP6333Rkf4ayT0qCYcN0Z82asGQJXHRR1hrIgennjAimVCm49VaYODFlcHHjjfpx8WL9rUfDRK4pfNBg+BMmQK1aGiLTx3g7yVx+OXz7rZqh27WDbdtCImXUsHOnOtfExWnohCuv/OdYvsOHNeDZ00+rbXTePKhSJfuFNJdOI6vce68m3HnnnZRdPXvqb3zZMtUDkR5G3xR+MsWLkxI0o1u3LF+59u3Ve2fnTg3muCb8fkhhYeNGaNNGb37ffad5BVJYvJhmAwao+ebtt/WZOHniNbsxl04jq9SqpZaAt98+I2569+6aaG3VKs29/Oef4RMxM0zhe1Ozps7Ebtmio9AszsZccona9BIT1UKxYEGI5IxQfv1V+x0frzo9xRvHOQ1RfckluJgYTTB+553hSVhiLp25j2A+zd13n9YzefIZu7t0gR9+0AFf69bqkRaJmMJPzSWXqHnn11/1ee3UqSyd3rix6rMyZfQR77PPQiNmpDFliv6nChbUgXOLFp4DR45oKMz774crrmDpO+94nPDDhLl05j6C+TTXsaOO9EeMOOtQ27bajIiO9GfODLy5YGMKPy169NCR33ff6USNj+GUk6leXUf3zZqprhsyRAeTORHn4NVXdeqjYUOdwDr/fM/BxYuhSRO9G7zyCnz1FYlFi4ZVXnPpzEWE4mkuTx615S9erIPCVNSvrwvEq1RRh4633oqsBEqm8NNjwAD1JPn4Yw3Pm0WlX7as3uH799d4+r17R+fKvIw4elRTBj/6qCr8WbOgfHnUpvXcc2rfSUpSO9e//x05OWfNpTN3EKqnuX79oEiRNEf5AJUr64CvSxe9NwwYEDmpUvOGW4CIZvBgVV5Dhuht+v331aPHRwoU0Dht9eurvlu1Shf3ZpivNUrYsAGuuUYXnj3/vIarz5MHna296Sb9xd94o7pMFi8ebnHPxNuFc+TI8MlhhJZQPc0VK6YjuXffhddeSzM/Q7FiOpH7zDOa2GflSnXhrFYtsKYDxUb4mfHss//kOrzlFr0BZAERePhhDbq2f7/atj/6KPPzIpmJE6F5c52g+v57zRyZRxyMGaN+8StX6pPRxx9HnrI3chehepq76y4dto8dm26RPHnUSPD557B27T/WzXBiCt8XnnlGh7Hjx2sADT/WUl92mfqlt2ypg4NevaIvHMOhQzpo79MH6tbViBQdOwJ//KEGyzvu0BSEy5drQcMIN6FaoFe3rs7MvvtuphN0112nCxBr1oRrr9V7RXz25lBKwRS+rzz1lPrffved+hvu3ZvlKs45R+OCDRum3p/16mUpOnPo8MFt7bvvdFJ20iQ1z8+bB9WqeCbCkmeqRo3SiYtwP7caRnZw55268OSnnzIteu65auV85BFdt9WggeqC7MYUfla4806NE7Biha6uWrs2y1XExOjUwJIlmlTl6qv1rr91a9Cl9Z0M3NZ27FDv1C5dNJTIwoW6SDbv76t0tdndd2uyklWrdOgSQSkIDSOkXHstlC59xsrbjMifXz3a5s/X+b0OHdQJMDvDsdi/M6tcfbWOYo8cgQsu0JkZP2jYUEOsvvCC2sHr1NGpgmwNt5qB29rRoxpiqE4d+OYbfSpZvhwuOP+ITko0bqxKfswYjSJYtWo2Cm4YEUBsrNpnv/oqS9mQLrxQzbuPPqpW4lq19EaQhQjtfmMK3x8uvFAN2HXrqs/+U09leTIX9I7/5JMaIfiqq9QZqHp1eP31bFL8abitnex9M6OH/EXNmipb+/aq1wc/6cg/ZaI62b/xBtx2myYEuO22yHG3NIzsZsAA/e9/8MHZxzIwlRYsCC+/rF5ubduq8j//fJ0SCKXiN4XvL5UqqX/5bbfpMP2SS7IcdC2ZypXVNj5/vtr2Hn5YbX4vvBBiF3Evt7V9BSrywrEHqTr1Te5+vDg1a6o8X38NNXbM1Ztcnz5qh1q8WB9jS5cOoXCGEQXUrq1zeu+9d/ZaHR9W+NaurdF2f/gBypVTq3HNmrpgK4uL/H0iIIUvIj1FZLWIJIlI8wzKdRaRdSKyUUQeD6TNiCI2Vk0an36q0dIaN1ZffT+X1rVpoxM5c+eqU8FTT+nNYOjQukybFvw7/6lTMG15RW6qsYgq8idPuWE0KrKZH35QGdoUW6mB5Nq21RCg772ndqgLLgiuIIYRzQwYoJ5qyZO3fqzw7dhRx1E//KA+D//7X2genAMd4a8CrgHmpldARGKAkcAVQF2gj4jUDbDdyKJPH/U9b9FCV+VeemlA4TIvvlgv/Lp1Gqtp6dKSdO2q6zv69FHX3/Xr/buvbN2q2Xr69tUBftdFTzFt3wXc3C8Pq1bB97ub0LHSGqTfzXrXWbAAXnpJG7z99iwtPDOMXEH37lCy5D9mHT9X+Iqo4p87V50j8oZgWWxAVTrn1gJIxreiC4CNzrnNnrITge5AzgogXLmyDs/HjIHHH1dl+dBDagj3c/FR7dq6kK9Tp4WcPt2WKVN0fmjiRD1eurSagKpX161cOR1ExMaqWfHgQfWd37ZNHYrWrPnH979sWXWd791bX/PnR39lV72kz5iFCqkP2eOPa/IHwzDSJjZWFfp772nmnwBX+IqkuXg3KIgLQmQfEZkNPOKcW5LGseuAzslJzUWkL9DSOTconboGAAMAypcv32xisnbLIgkJCRQpUsSvcwMl36FDnPvOO5zz/fecKlqUbb16seOaazjtZ9Am774kJcGffxZi9erirF5djD//LMSuXbEcOFAg3fOLFj1FlSp/U7Xq39SokUCTJoeoVu0oIiCJiZReuJBKX3xBiRUrOFWsGNuvuYYdV19NYghWyYbzugQb60tkEo6+FNmwgeYDBrD+vvvY2aMH9Z55hpOlSrGzWzcqfPMN+Q8cYLUf0Tr96Uv79u2XOufSNrE75zLcgBmo6Sb11t2rzGygeTrnXweM8frcF3grs3adczRr1sz5y6xZs/w+N2gsW+Zc167OgXNlyzr37LPO7dqV5Wp86cvffzu3c6dzmzY5t3q1c7//7tzu3c4dP57OCRs3Ojd4sHP/+pfKV6WKc//7n3MJCVmWLytExHUJEtaXyCRsfWnc2LmmTYNapT99AZa4dHRqpiYd59zlWbq9nM0OoLLX50qefTmfJk3UiX3RInVkHzoUXnwRrr9e/XfbtQuaoa5gQR+ivm7frgvHPv0UfvlFnx27dlXXgCuuMPu8YQTCrbfqpNvy5WrSjUCywy3zV6CWiFQXkfxAb2BqNrQbObRurUlv16/X1ahTp+oyu4oVYdAgjVsQitjJR49qzOInn9QfYOXK8MAD6p7zyivqWfB//6eeOKbsDSMwbrhBJ8M+/DDckqRLQMNLEekBjADKAt+KSJxzrpOIVEDNOF2cc4kiMgj4AYgBPnDOrQ5Y8mikVi31t3rpJVXyEyeqG+fIkTrSb9VKXR4bNdLt3HPBl4QhSUka22fDBl0ltWqVjuB/+01nb2NiNDb9K69oRvGUDCWGYQSN0qV1Jf748bqqqkD682rhIlAvnS+BL9PYvxPo4vV5GjAtkLZyFAULajD5a66BY8fU9XHmTPXjHTVKZ/WTKVqUFiVL6oKn2Fg99/RpXYp77Jgq+l27zlylUbSorgl49FFV9BdeaGGKDSM76N9f85pOm6ar8CMMS4ASbgoW1OS3l3umShITdaS+YoWaXHbs4O+4OArHxv6j4PPm1fOKFdPwDhUr6nbuuRq5snJlC3dgGOGgQwdN+zZ+vCl8wwfy5tWIZXXqpOxaPXs27dq1C59MhmH4Rt68ujpy5Ej1yY+wNSwWS8cwDCOY9O2rJtbPPgu3JGdhCt8wDCOYNGmiptbx48MtyVmYwjcMwwgmIjrKX7hQ4+pEEKbwDcMwgs2NN6ri//jjcEtyBqbwDcMwgk3lyrqSfvx4v8OlhwJT+IZhGKGgb19Ncv7rr+GWJAVT+IZhGKGgRw8NtTBpUrglScEUfiSRQQ5MwzCijBIlNNnEpEka/iQCMIUfSfiQA9MwjCiiVy/YsUM9diIAU/iRgB85MA3DiAKuukpjYEWIWccUfiTgZw5MwzAinKJFNefE5Mka9DDMmMIPJv7a4APMgWkYRgTTq5fqhLlzwy2JKfygEogNfvduGDgQFi/WV5u4NYycQdeuULiw5r8IMxYtMxgULHhmDPvRo3VLDmnsC1Om/PN+5MjgymcYRvgoVEgTD33xBbz1FuTLFzZRbIQfDMwGbxhGRvTuDfv3a5KjMBKQwheRniKyWkSSRKR5BuW2ishKEYkTkSWBtBly/LHDmw3eMIyM6NxZdUKYvXUCHeGvAq4BfJmNaO+ca+ycS/fGEBH4a4c3G7xhGOlRoIDmu50yBU6cCJsYgea0XQsgOSGdXqB2eLPBG4aREb16wbhxMH262vTDgLggRHITkdnAI865NM01IrIFOAg44B3n3LsZ1DUAGABQvnz5ZhP9nNlOSEigSJEiPpfPv38/NUaPpsz8+cScOMHpAgXYd/HFbLrrLk6GOU1ZVvsSyVhfIhPrS+iRU6e48NprOdCyJWsHD/bpHH/60r59+6XpWlKccxluwAzUdJN66+5VZjbQPIM6KnpeywHLgUsya9c5R7NmzZy/zJo1K+snDRzoXJ48zsXG6utdd/ndfjDxqy8RivUlMrG+ZBO33OJc8eLOnTjhU3F/+gIsceno1Ext+M65y51z9dPYvvb1juOc2+F53QN8CVzg67nZitnhDcMIJT16wOHDMGtWWJoPuR++iBQG8jjn4j3vOwKRGR3M7PCGYYSSDh10EdaXX2okzWwmULfMHiKyHWgNfCsiP3j2VxCRaZ5i5YH5IrIc+AX41jn3fSDtGoZhRCWxsXDFFfD112EJmRyol86XqIkm9f6dQBfP+81Ao0DaMQzDyDH06KHB1BYvhgsvzNambaWtYRhGdtK1q4ZX+PKssXLIMYVvGIaRnRQvDpddpgo/mxOcm8I3DMPIbnr0gE2bYNWqbG3WFL5hGEZ20727ZrXLZrOOKXzDMIzspnx5nbD1dgXPBkzhG4ZhhIMePWD58mwNo24K3zAMIxz06KGv2WjWMYVvGIYRDs49Fxo2NIVvGIaRK+jRAxYs0Dhe2YApfMMwjHDRo4f64n/zTbY0ZwrfMAwjXDRsCJUrw7ffZktzpvANwzDChYiGWpg+PVtSH5rCNwzDCCfdusHRozBnTsibMoVvGIYRTtq317DJ2WDWMYVvGIYRTgoV0mBq33wT8mBqpvANwzDCTdeusHkzrFsX0mZM4RuGYYSbrl31NcTumYGmOHxVRH4XkRUi8qWIlEinXGcRWSciG0Xk8UDaNAzDyHFUqaIumpGs8IEfgfrOuYbAeuCJ1AVEJAYYCVwB1AX6iEjdANs1DMPIWXTtCvPnw6FDIWsiIIXvnJvunEv0fFwMVEqj2AXARufcZufcSWAi0D2Qdg3DMHIc3brB6dPwww8hayKYNvxbge/S2F8R2Ob1ebtnn2EYhpFMy5ZQunRIzTp5MysgIjOAf6VxaLBz7mtPmcFAIvBJoAKJyABgAED58uWZPXu2X/UkJCT4fW6kYX2JTKwvkUk09+X8pk0pPXUqC2bOhJiY4PfFORfQBvQHFgGF0jneGvjB6/MTwBO+1N2sWTPnL7NmzfL73EjD+hKZWF8ik6juy4QJzoFzCxY45/zrC7DEpaNTA/XS6Qw8ClzlnPs7nWK/ArVEpLqI5Ad6A1MDadcwDCNH0qkTxMSEbNVtoDb8t4CiwI8iEicibwOISAURmQbgdFJ3EPADsBb4zDm3OsB2DcMwch4lS0KbNiGz42dqw88I51zNdPbvBLp4fZ4GTAukLcMwjFxB376wZAkkJmZeNosEpPANwzCMIHP77bqFAAutYBiGkUswhW8YhpFLMIVvGIaRSzCFbxiGkUswhW8YhpFLMIVvGIaRSzCFbxiGkUswhW8YhpFLEBfipLmBICJ7gT/8PL0MsC+I4oQT60tkYn2JTHJ7X6o658qmdSCiFX4giMgS51zzcMsRDKwvkYn1JTKxvqSPmXQMwzByCabwDcMwcgk5WeG/G24Bgoj1JTKxvkQm1pd0yLE2fMMwDONMcvII3zAMw/DCFL5hGEYuIeoVvoh0FpF1IrJRRB5P43gBEZnkOf6ziFQLg5iZ4kM/HhKRNSKyQkRmikjVcMjpK5n1x6vctSLiRCQi3eh86YeIXO+5NqtF5NPsltFXfPiNVRGRWSLym+d31iWteiIBEflARPaIyKp0jouIvOnp6woRaZrdMvqKD3250dOHlSKyUEQa+d1YetnNo2EDYoBNwLlAfmA5UDdVmbuBtz3vewOTwi23n/1oDxTyvL8rEvuRlf54yhUF5gKLgebhltvP61IL+A0o6flcLtxyB9CXd4G7PO/rAlvDLXcG/bkEaAqsSud4F+A7QIBWwM/hljmAvlzo9fu6IpC+RPsI/wJgo3Nus3PuJDAR6J6qTHfgI8/7ycBlIiLZKKMvZNoP59ws59zfno+LgUrZLGNW8OW6ADwPvAwcz07hsoAv/bgDGOmcOwjgnNuTzTL6ii99cUAxz/viwM5slC9LOOfmAgcyKNIdGOeUxUAJETkne6TLGpn1xTm3MPn3RYD//WhX+BWBbV6ft3v2pVnGOZcIHAZKZ4t0vuNLP7y5DR29RCqZ9sfziF3ZOfdtdgqWRXy5LrWB2iKyQEQWi0jnbJMua/jSlyHATSKyHZgG3Js9ooWErP6nooWA/vuWxDzKEJGbgOZA23DL4i8ikgd4HegfZlGCQV7UrNMOHXnNFZEGzrlD4RTKT/oAY51zr4lIa2C8iNR3ziWFWzADRKQ9qvAv8reOaB/h7wAqe32u5NmXZhkRyYs+qu7PFul8x5d+ICKXA4OBq5xzJ7JJNn/IrD9FgfrAbBHZitpYp0bgxK0v12U7MNU5d8o5twVYj94AIg1f+nIb8BmAc24REIsG74pGfPpPRQsi0hAYA3R3zvmtv6Jd4f8K1BKR6iKSH52UnZqqzFSgn+f9dcBPzjP7EUFk2g8RaQK8gyr7SLUTJ5Nhf5xzh51zZZxz1Zxz1VC75FXOuSXhETddfPl9fYWO7hGRMqiJZ3M2yugrvvTlT+AyABGpgyr8vdkqZfCYCtzs8dZpBRx2zu0Kt1D+ICJVgClAX+fc+oAqC/cMdRBmuLugo6pNwGDPvudQBQL6o/0c2Aj8Apwbbpn97McMYDcQ59mmhlvmQPqTquxsItBLx8frIqh5ag2wEugdbpkD6EtdYAHqwRMHdAy3zBn0ZQKwCziFPmXdBgwEBnpdl5Gevq6M1N+Xj30ZAxz0+u8v8bctC61gGIaRS4h2k45hGIbhI6bwDcMwcgmm8A3DMHIJpvANwzByCabwDcMwcgmm8A3DMHIJpvANwzByCf8PM5iHgPTSQPoAAAAASUVORK5CYII=",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 4\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 5\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 6\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 7\n"
]
},
{
"data": {
"image/png": 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7O3Q4HBFCVaN2a9y4saZn9erVp+3zxcGDB/0qlxvITX3J6veZP39+eAQJA64v0Ums9wVYphno1KCYdETkTRHZKSK/ZHC8lYgcEJEEzzYkGO06HA6Hw3+CZdJ5G3gZmJRJmW9V9ZogtedwOByObBKUEb6qLgT2BqMuh8PhcISGcHrpNBORn0XkcxGpE8Z2HQ6HwwGI2fiDUJFIVeBTVb3Ax7ESQKqqJorI1cCLqnpeBvX0AfoAlCtXrvHUqVNPOV6yZElq1KiRpTwpKSnkz58/2/2IRnJTX9avX8+BAwcyPJ6YmEixYsXCKFHocH2JTmK9L61bt16uqk18HsxoNje7G1AV+MXPspuBMlmVc146hr992bZtm06aNCnE0mSO89LJnbi+RCdR6aWTFSJSXjxLQUWkKWZK2hOOtkNBpMMj+2L//v0MHDiQNm3aZFl22LBhjPGEl+jduzfTp0/PUdsOhyN3EBQvHRF5H2gFlBGRrcBQIA5AVV8BOgH9RSQZOAp09dyJch3e4ZELFSrE7t27OXHihN/np4VHvuCCC05G2Zw4cWLA8iQnJ1OgQAFKlSpFevOXw+FweBMsL51uqlpBVeNUtbKqvqGqr3iUPar6sqrWUdX6qnqxqn4XjHYjQTSER27VqhX33XcfTZo04cUXX2T58uW0bNmSxo0bc+WVV7Jjxw4ANmzYQLt27WjcuDGXXnopv/32W6Z9y6geh8ORN8jVoRXuuw8SEnwfS0kpTCDznA0awAsvZHy8bdu2DB8+nJo1a3L55ZfTpUsXWrZseTI88rx586hZsya33HILEyZMOBktMy08MtiIfsyYMTRpcuq8ind45KJFizJ69Giee+45/vOf/5wmx4kTJ1i2bBlJSUm0bNmSmTNnUrZsWaZNm8YjjzzCm2++SZ8+fXjllVc477zzWLp0KXfeeSdff/21z34lJSVx9913+6zH4XDkDXK1wo8E0RIeOa2+tWvX8ssvv3DFFVcAZjKqUKECiYmJfPfdd3Tu3PnkOWlPHL7IqB6Hw5F3yNUKP7OR+KFDRylevHhI2o2G8Mhp9akqderUOSUIG8DBgwcpVaoUCRk9Avlo21c9Docj75D3wyMHmWgJj5xGrVq12LVr10lFnZSUxK+//kqJEiWoVq0a//vf/wBT6D///HO263E4HHkHp/CzSWJiIr169aJ27drUq1eP1atXM2zYsFPCI9etW5d8+fJlGR45bdI2De/wyPXq1aNZs2ZZTrQWLFiQ6dOnM2jQIOrXr0+DBg347jubE58yZQpvvPEG9evXp06dOsycOTOgehwORx4hIwf9aNjcwisjN/XFLbzKnbi+RCe5cuGVw+FwOCKPU/gOh8MRIziF73A4HDGCU/gOh8MRIziF73A4HDGCU/gOh8MRIziFHyX8/vvvmfrJh4pDhw4xYcKEtDwFDocjD+MUfgCICDfffPPJz8nJyZQtW5ZrrslejvaqVauye/duAGrWrMlPP/3ERx99dFqZPXtCkzrgxIkTDBgwgJYtW+JJV3Aaadl2tm/fTqdOnQBbXfzZZ5+FRCaHwxE6nMIPgKJFi/LLL7+cXCX71VdfUalSpRzXO2zYMK6//voc15MVycnJgK2unTRpErVr187ynIoVK55MlOIUfoyyYwe0bAl//RVpSRwBkquDp2UWH7lwSgohiY/s4eqrr2b27Nl06tSJ999/n27duvHtt98CsHfvXm699VY2btxIkSJFeO2116hXrx579uyhW7dubNu2jWbNmp1iRpk8eTIvvfQSx48f5+KLL2b8+PGn5bFNK3PixAkuuugin2WqVq3KTTfdxOeff07hwoV57733qFGjBr179yY+Pp6ffvqJ5s2bM2DAAAYMGMCuXbsoUqQIr7/+Oueffz6bNm2ie/fuJCYm0rFjx5P1bt68mWuuuYYVK1YwZMgQjh49yqJFi3jooYf8igTqyAM88QQsWgTDh8P48ZGWxhEAboQfIF27dmXq1KkcO3aMlStXctFFF508NnToUBo2bMjKlSt58sknueWWWwB4/PHHueSSS/j111+5/vrr+fPPPwFYs2YNU6dOZfHixScDnE2ePPmU9tasWcO0adNYvHgxCQkJ5M+fnylTpviUrWTJkqxatYq77rrrZHhmgK1bt/Ldd9/x3HPP0adPH8aOHcvy5csZM2YMd955JwD33nsv/fv3Z9WqVT7DIxcsWJDhw4fTpUsXEhISnLKPBQoXBhGYMAFSU+1VxPY7chW5e4SfyUj86KFDIQuPDFCvXj02b97M+++/z9VXX33KsUWLFvHhhx8CcNlll7Fnzx4OHjzIwoULmTFjBgDt27fnjDPOACxT1po1a07Gok9MTOTss88+pc558+axfPlyLrzwQuvf0aOcddZZPmXr1q3byVfv5CmdO3cmf/78mcbKX7x48UnZe/bsyaBBgwL4dhx5io0b4f774eOP4cgRKFIErr8ePHmRHbmH3K3wI0yHDh24//77WbBgQY4mVlWVzp07M2rUqEzL9OrVi6eeeirL+rwnYL3fp8XQT01NzTRWfkYTuI4YpUIFKFECjh2D+Hh7LVECypePtGSObOJMOjng1ltvZejQodStW/eU/ZdeeulJc8uCBQsoU6YMJUqUoEWLFrz33nsAfP755+zbtw+ANm3a8OGHH7Jz504A9uzZw+bNm0+ps02bNkyfPv1kmb179/LHH3/4lGvatGknX31lzMosVn7z5s1PJkPPyGSUUTx/Rx7m77+hXz9YssRe3cRtrsQp/BxQuXJl7rnnntP2Dxs2jOXLl1OvXj0GDx7MO++8A5htf+HChdSpU4cZM2ZwzjnnAFC7dm1GjBhB27ZtqVevHm3btuWvdH+o9GWuuOKKDJOM79u3j3r16vHiiy/y/PPP+yyTUaz8F198kXHjxlG3bl22bdvm89zWrVuzevVqGjRocPLm4sjjzJgB48ZB/fr26jFNOnIZGcVNzs4GvAnsBH7J4LgALwHrgZVAI3/qdfHwjez0pUqVKrpr164QSpM5Lh5+7sT1JToJdjz8YNnw3wZeBiZlcPwq4DzPdhEwwfPqcDiCyIkT9lqwYLoDqubCPGcOrFhhE7H79kGBAnDGGZxfvDj8+itccQXUrBlusR1hIigKX1UXikjVTIp0BCZ57j5LRKSUiFRQVd82CUfApLf9O/Ie+/fDggWmv1evhjVrzMR+8CB4nK0oVMjmVWuetZ8B+SZw5daJnLlvox2sVs2U+nnnmZvlrl2c8dNP8NVXdrxJE7jzTujRw8edw5GbEQ1SDBWPwv9UVS/wcexTYJSqLvJ8ngcMUtVlPsr2AfoAlCtXrnHaBGIaJUuWpHr16ll6kqSkpJy2KCm3klv6oqps2LCBAwcOZFgmMTHxZLiG3E44+7J9ezxffVWOpUtLs3ZtcVJThXz5lPLlj1GlymHKlj1O0aIpFCliq6hPHEzmipVvcN36VyiecpD5tOIdevGltKNMncJcdNEerrjib8qVsztE4qFDlDl0iDKLF1P+888ptmkTx8qVY0Pfvuxq1cr87nMJsX6NtW7dermqNvF5MCNbT3Y3oCoZ2/A/BS7x+jwPaJJVnb5s+Bs3btRdu3ZpampqpnasWLXhR4rU1FTdtWuXbty4MdNysW5fzQ7Hj6u+845qixaqoCqi2qyZ6pAhqgsXqh49msGJCxeq1qhhJ3XsqJqQoIcPq86fr/rww6oXXvhPfW3aqL73nurcuQv+OT81VXX2bNX69a1gu3aq27aFtK/BJNavMcJgw8+KbYD3SqLKnn3ZpnLlymzdupVdu3ZlWu7YsWPEx8cH0kTUkVv6Eh8fT+XKlSMtRq7nyBGYOBGeeQa2bjXLy5NPQs+ekOnXm5oKw4bBiBFmtpkzx2zyQBGgVSvbRo6EzZth0iR4+23o3h0qVGjKkCHQuzfExwtcfTVceaWtqn3wQahbF957z/Y5ci8Z3Qmyu5H5CL898DnmrXMx8IM/dfoa4ftLrN/loxXXl4xJTladOFG1XDkbWF96qernn9uAO0sSE1VvuMFO7NVL1c+nwpQU1ZkzVc8//4CCaqVKqu++m67NtWtV69ZVzZdP9dlnA+laWIn1a4xMRvhB8cMXkfeB74FaIrJVRG4TkX4i0s9T5DNgI+aW+TpwZzDadTjyCosWQdOmcPvtUKMGLFxoW7t2fpjPt22DFi3go4/guefgrbfAz7Ai+fJBhw4wfvwK5s6FihXtSaJ5c/jxR0+hmjXh++8tnMJ//2tbamqO+uuIDMHy0umWxXEFBgSjLYcjL5GYCIMGWfDJypXh/fehS5dszJFu3mwhi/fuhVmzIJs5GdIQgTZtbCHtpEkweDBcdBEMHGgWoviiReGDD+Dee+2mkpxssaxy0WSuw620dTgixrff2sLVCRPgP/+B336Drl2zoUO3bIHLLjN/zG++CVjZe5Mvn9nxf/8d+vaFZ5+Fhg3hhx88B196yZT+Sy/BkCE5bs8RXpzCdzjCTGqqhZRv2dI+f/ONDZo9se38Y9s2U/Z79tjkbKNGQZWxRAm7EX35pT2F/N//WXBMReD55+G222zo//TTQW3XEVqcwnc4wsju3eYAM3Qo3Hwz/PwzXHppNivZv9+8b/76yzSyJ2R2KGjbFlatguuugwcegBtugAMHBV591R5HBg2CdLkbHNGLU/gOR5hISIDGjWH+fHjlFXjnHcj2+qCkJOjcGdavh08+gYsvDoWop1CqFPzvf/YU8umn1oc1v+c3Y3/LlnDHHbB8ecjlcOQcp/AdjjAwezZccomZcxYvNvt4tuc7VeHuu2HuXBtht2oVClF9ImLzDAsWwKFD0KwZfP1tnN0JzjrLPHg8obsd0YtT+A5HiBk3zlwfa9WCpUstVE1AvPSSKfpBg+Df/w6qjP7SvLn1oVIlW4P11qdlzR101y578khKiohcDv9wCt/hCBGq8PDDcNdd0L69+dVXrBhgZd9+az6S111ny24jSNWq9pTSqhXceis89WUjeP116+DQoRGVzZE5TuE7HCEgNdWsL089ZSbujz7KpheON7t22QTpueea4T9f5P+2pUrBZ59ZWIaHH4bBv9yM3nobjBplit8RlUT+ynE48hjJyWZxGTfOFqW++ioEHOw0NRVuucXcLz/4wPwlo4S4OHj3XZuPGD0aBuZ7AT33XFuqm0nEVEfkcArf4QgiKSnQq5c5sAwfbgHQcrQY9emn4YsvzPe9YcOgyRks8uX7J77aCxOLMarOZHTbNhjgFtZHI07hOxxBIiXFbNrvvWemnMcey6Gy//FHePRRmwzt1y/r8hFCxCw5jzwCD8+6mNkNH4MpU8yDxxFVOIXvcASB1FQzbaSN7AcPzmGFR4+aKadCBXjttaiPWSMCTzxhi7OuW/YIf57VGL37bkuj6IganMJ3OHKIqjnQvPGGjeofeywIlT7yiAXXefNNmyHNBYiYLf/u+wrQcefrpO7cbbYeR9TgFL7DkUOeeQZefNFiij3+eBAq/OYbi0R5550nE5jkFkRsRW7j2xrynP7HMrl8802kxXJ4cArf4cgBkybZOqguXUzR5djykpho4SqrV8+1gclELHTE0nbD2Eg1DnXvC8eORVosB07hOxwB88MPZ3LbbRa0Mmju8Y89ZjHu33orB477kadAAZj0YVFePP8Vim9fy+Y7c+fNK6/hFL7DEQA//ghDh9ahTh1bVFWoUJAqfekl6N/fAu/kcooUgSGL2vJ58c6c9dYofqvX2SJ8OiKGU/gORzbZvNlCJZQqdYLPPw/SWqikJFuSW768+XTmEUqXhrqfP4MAv686xo5BL0RapJjGKXyHIxskJlogtKQkGD16JRUqBKni556z4PjjxkHJkkGqNAooXJjKl1TlACXowKc8PqkKR6UwFC4cacliEqfwHQ4/SU21pCWrV1uUg3POORqcijdtgmHDLMTwddcFp85oYeNG6N6d8oUPcoTC9ONV+lT5Et24KdKSxSRBUfgi0k5E1orIehE5bcmJiPQWkV0ikuDZbg9Guw5HOHnsMZg506IcBNVb8r77LNjOSy8FsdIooUIFs3kdP06RuGQa8DNF/ljD6HfKR1qymCTHCl9E8gPjgKuA2kA3Eanto+g0VW3g2SbmtN0MUYWvvqJh//5ugsgRNN57z6IS9+lj4Y6DxmefwaxZlhC8cuUgVhxF/P23hYb44Qe0QgVG53uYkQ8lMnNmpAWLPYIxwm8KrFfVjap6ApgKdAxCvYEhAlddRYnffrM17g5HDvnhB4uR07IljB0bxCgHx4/baq1atWyUn1eZMcPmJho0QGbMoFTqXp6p9Dw9esDKlZEWLrYQVc1ZBSKdgHaqervnc0/gIlW9y6tMb+ApYBfwO/AfVd2SQX19gD4A5cqVazx16lS/Zbn0yivJf+LEaftTChbk2y+/9LueaCMxMZFi2U5+Gp3ktr7s2xdHnz5NKFAglVdeWUHJkv9kdMppX86ZPJlz33iDn59+mn0hTETuD+H8XeoMGUKpH5dRt8jvHIovzauvLqdYseSg1Z/brrHMCKQvrVu3Xq6qvvOqqWqONqATMNHrc0/g5XRlSgOFPO/7Al/7U3fjxo01W2zfrtq9u6qIKqgWKaLao4fqjh3ZqyfKmD9/fqRFCBq5qS/JyaqXXaYaH6+6YsXpx3PUlz/+UC1cWPWGGwKvI4iE9Xf57TfV/Pl1e6e7tUAB1WuvVU1JCV71uekay4pA+gIs0wx0ajBMOtuAs70+V/bs876p7FHV456PE4HGQWj3dNImiFRREVvOXaKE+TY7HNnkscfg669h/PgQhKL/73/t9bnnglxxLqBWLbj9dirMfIWJD23gk08s6Joj9ARD4f8InCci1USkINAVmOVdQES8vZU7AGuC0K5v/v4bzj2XY+XL20SRm7h1BMDMmf+kJwx6vvC5c2H6dMsNWKVKkCvPJQwdCnFx3LLuUbp1s7D/8+ZFWqi8T44VvqomA3cBX2KK/ANV/VVEhotIB0+xe0TkVxH5GbgH6J3TdjNkxgy4/HLyHztmE0UzZoSsKUfeZP16C0XfuHEIPCWTk22itnp1uP/+IFeei6hQAQYORKZOZWL/5Zx/vqXt3eJzZs8RLILih6+qn6lqTVWtrqojPfuGqOosz/uHVLWOqtZX1daq+lsw2s2Q0qUpcPCguWg6HNngyBG48UYL/jV9OsTHB7mBiRNt5daYMSGoPJfxwANQujRFHh/EjA+VY8csuZcPvwtHkMibK23PPJN8KSlw6FCkJXHkMv7zH3MVnDwZqlYNcuUHDpi/fYsW0DFynstRQ4kSNlEybx61ts/nrbdg6VKzdDlCQ95U+KVL2+uePZGVw5Gr+OADyyY4aBBcdVUIGnjqKdi1K0iB8/MIffvagrMhQ+h0o3LnnfDss7YezRF88rbC37s3snI4cg2bNtkE7cUXW27WoLN5s2WxSpsccBjx8ZbOcfFimDOHZ5+FevWgVy/Yti3r0x3ZI28rfDfCd/jBiRM2YSgC778PcXEhaOShhyxDysiRIag8l3PrrXDOOTBkCPGFlGnTbC7l5pshJSXSwuUt8qbCP/NMe3UK3+EHjz5q4RMmTgyB3R5gyRKYOtW8cvJqvJycULCg2fJ/+AE++4zzzzcHuwULLH6RI3jkTYXvRvgOP/niC0tC3q8fdOoUggZUYeBAW/z34IO2b8cOC8zj1oj8Q69ecO65NqmtSq9e0KOHRY1euDDSwuUd8qbCTxvhOxu+IxN27DCTet26IVzw+r//wfffw4gRkBYT5YknYNEiF9zPm7g4U/YrVsDMmYjAhAl2D+je3Y3dgkXeVPgFCpBctKi7ShwZkpJiNuLDh2HatBAlYDp2zFx+6tWD3r2tkTRNlppqryIu+1MaPXrAeeeZ4k9NpXhx+2127rTVzm5ZTc7JmwofSCpRwil8R4aMGWNxcl56Cf71rxA1Mnaseec8+6wlOPFkf6JIETtepIgpuU0u+xNgq92GDoVVq+DDDwFo1MhMbp98YnZ9R85wCt8Rc6xYYXOEnTubg0hA7NhBg3vvzdgOv2uXmXHat4fLL7d9acH9jh0zd0QX3O90una1O/CwYSdddO65B9q1s4W5q1dHVrzcTp5V+MlO4Tt8cOSIDarLloVXXsnB+qcnnqDkqlUZ2+GHDTN70TPPnLo/LfvTkiWBBffL6xO++fObSWf1aottgf1Gb71lUyA9eljeGEdg5FmFn1SihJu0dZzGoEHw22/wzjv/zO1nCy87vKj6tsOvWQOvvmoKPb29KC37U/36gQX3i4UJ386doXZtePzxk6P88uXhjTcgIcHuB47AyNsK343wHV58/jm8/LJlE0yzsmQbf+zwDzwARYuaPTpYxNKEb/789t2tWWNeTh46dLCcws88Yz76juyTZxV+cokSsH+/haN1xDy7dpm9vk4dC2kTMF52+JSCBU+3w8+dC7Nn22qusmWDIjsQexO+nTrZj+U1ygdzn61RA3r2hH37IihfLiXPKvykEiXsjTPrxDyqNjLcuxemTAlCVGKPHX7FuHGn2uFTUiyTVbVqcPfdOZb7FGJtwjdfPhvl//ab+WZ6KFrUfsO//oI773Sumtkl7yr8UqXsze7dEZXDEXnefBM+/tiW6devH4QKPXb4wzVqnGqHf/tti608alRoYt3ndMI3t3HjjXDBBTZf4TXKv/BCmxOfOtWUv8N/8qzCP5Gm8HfujKgcjsiyfr0lmGrd2mLdh4zERDPjNGtmk46hIKcTvrmNtFH+2rWm3b0YPBiaN4cBA2ypg8M/8qzCPznC37UronI4Ikdysq2mjYszr5x8obzaR4+2EbeLdR9cbrjBYl8MH37KfFz+/PDuu2bSueUWF1XTX5zCd+RZRo60DEqvvAJnnx3Chv74w5budu9uAfUdwSNtlP/776eN8qtVswedb7+1+60ja/Kuwk+btHUKPyZZutRc1m++Gbp0CXFjgwfbqH7UqBA3FKNcf73FI0o3ygf7fW+6ye4Jy5dHSL5cRFAUvoi0E5G1IrJeRAb7OF5IRKZ5ji8VkarBaDcztEABW1njbPgxR2KiKYJKlczvPqR8952NPB94IMSPETFMvnw2S7tunWWo8ULEnuDKlzcv1SNHIiNibiHHCl9E8gPjgKuA2kA3EamdrthtwD5VrQE8D4T0Aeykq1bZsm6EH4MMHAgbNpiNt2TJEDaUmmozwRUr/hPr3hEaOna0yWofo/wzzrA5mrVr7b7ryJhgjPCbAutVdaOqngCmAh3TlekIvON5Px1oIxKama0DB+Daa2Hu3LOcwo9BZs6E11+3EAotWoS2rXLz5lmWpqeeMgdxR+hIG+WvX+/TF/Oyy2wJxPjxsGRJIDEzYoMCQaijErDF6/NW4KKMyqhqsogcAEoDpznJi0gfoA9AuXLlWJDNNdQpKcLmzQ1YsOA8+tYpwJlbNvFjLl+HnZiYmO3vIVoJZV/27i3Irbc24bzzjnPZZStYsCB0q3LyHT3Kha++ysFatVhRuXKuX+ufK66xkiVpXKMGBR5+mB8qV0bz5z/lcNu2wkcfNWb06FrUqrWYM85IipCgwSPov4uq5mgDOgETvT73BF5OV+YXoLLX5w1Amazqbty4sQbCxo2qRYok6cwKfTW1bNmA6ogm5s+fH2kRgkao+pKaqnrVVarx8aqrV4ekiVMZOlQVVBctCkNjoSfXXGMff2zf+1tv+Ty8cqVqXFyKduhg10RuJ5DfBVimGejUYJh0tgHes1WVPft8lhGRAkBJIGSRzWxl+zp+3lEW3b3HbK2OPM2ECRYcbcyYECY0SWPLFnj6aXa2bm2rfxzho0MHy4oyYoTPOFl160KfPhuZNcuS0jtOJRgK/0fgPBGpJiIFga7ArHRlZgG9PO87AV977kQh48or/6ZS/bLk01R+nu/i6eRl1qwx+227dhZfJeQ89BCkprKhT58wNOY4BRGz5afNyvvghhu2cvnlFhV13bqwShf15Fjhq2oycBfwJbAG+EBVfxWR4SLSwVPsDaC0iKwHBgKnuW4GGxHoPOAsAB65Y6dz18qjnDhhLphFi1rMnJAvcl2yxCYN77+f43k1cFm0c8010LixLbRIOt1Ony+fhTUqVMiuDR9FYpag+OGr6meqWlNVq6vqSM++Iao6y/P+mKp2VtUaqtpUVTcGo92sKH6uhac9tGkXgwaFo0VHuBk2zFIWvv66BZQMKSkpFgWzfHlbbOWIDGmj/E2bMhzlV6oEr71mTlQjRoRXvGgmz660BU7GI/93+128/LLZeB15h2+/tcWtt91mizFDzuuvw7JllpS8WLEwNOjIkPbtoUkT0+YZDOE7dYJevazI99+HWb4oJW8r/LPMpNOj7S4uuAD+/W/nlp9XOHDAkmCcey688EIYGty1Cx5+2MJudusWhgYdp5A+l6/3KP+ddzI87aWX4JxzzLRz6FB4RI1m8rbCL10agLh9O5kyxTLk3HGHS5qQF7j7bti6FSZPDtNge9Ag0xgvv+yiYUYCX7l8r74amja1KHknTvg8rUQJs/ps3myTuLFO3lb4cXG27nrXLurVswWRM2daMmRH7uWDD+xP/OijYQpOuXgxvPWWxWyonT5qiCOkZJbLN22Uv3lzpqP8Sy4xx6o338z7KQSyIm8rfLAJtr//BuwOf9lllhDDuWvlTrZutWRPF10EjzwShgaTk83Xs3JleOyxMDToOIWscvm2a2cXw4gRlvYxA4YONZP/HXfA9u3ZaD+9KSmXExsK3/Nj5ctnA4GCBZ27Vm4kNRV697an93fftQe4kDN+vKUtfP55N1EbCbLK5StiJp0//7Tg+BkQF2fmv6NHbS7P77WYvkxJuZjYUPg7dpz8WLkyvPqqc9fKjbz4IsybZ5O0550Xhga3b7dRfdu2ll/VERmyyuXbpo2N9EeMsEz1GVCrliUkmzMn03uDkZkpKRcTGwo/3QVy003m4eHctXIPP/9sru8dO5obZshRtYSpJ064idpI408u39GjzXXrqacyrapvX/PofPBB+PXXTApmZUrKpeR9hV+hAhw+bFkxvBg71vJVOHet6OfwYctaVbq0ucKHRfd++CF8/DE8/niYHiccOaJePXO6f+kl4jOxt4uY00bx4vbfP348g4JZmZJyKXlf4af9QF5mHbDEGJMn2wR///7OVTOaueceS2k6efLJtXShZe9euOsuC9I1cGAYGnQEhSeegHz5qPrmm5kWK1fOlH5Cgnl6ZUhWpqRcSOwofB8/1iWX2Oz9lCkWe8MRfbz3nrnTPfyweViFhf/+F3bvNq1QIBgpIxxhoXJl+M9/KP/VV/DTT5kWvfZaG+iNGZPJCnx/TEm5jLyv8NMCrGRwd37kEVs8edddFnXRET1s2GADq+bNzd06LHz+ud39H3wQGjQIU6OOoDFoEEklSviVcvLZZ80SdMstsC19QPc8St5X+BmYdNLIn99MBUWL2mTu0aNhlM2RISdOQNeu9vtMmRKmgfbu3XDrrXDBBTBkSBgadASdkiXZfMstMHcufPFFpkULF4Zp0+w/3727z/D6eY68r/DPPNO0RSb2t4oVYdIk+OUXy0ntiDwPP2xxyt54A6pUCUODqvY4sWePjQDi48PQqCMUbO/QAWrUsD9zBiEX0jj/fPO4XLjQpgDyOnlf4efLZ7M0WUy4tGtnGe9ffRX+978wyebwyeef2+N2//5www1hanTyZPPMeeIJs9k6ci0aF2eLNn77zV6zoGdPW9D3xBPw9dehly+S5H2FD2bHz8Ck483IkbZK+/bbzQ3XEX527DDvurp1TemHhc2bbRLnkkvg/vvD1KgjpFx9tc3MDh/ul4H+5ZdtYVaPHicjseRJYkPh+1h85Yu4OJg61Xx1u3bN8mnQEWSSkmwe5fBh+x3CsqjxxAlz8geLu5E/fxgadYSFF16wi+qBB7IsWrSo2fP377cRf15Ng+0UfjqqVjU3wB9/9Os6iR7yQJCnhx6ysCWvvRbGoJQPPmhxNt5804LrO/IO555rYa3ffx8WLMiyeL16ZgH66itLrJMXiQ2FX6EC7NxpKer84IYbLLLmSy/ZtZIryOVBnmbMMBPOgAH2WB0WPvzQ/uH33uti5eRVBg2yUVzfvn654N1xhz3dP/aYxW3Ka8SGwi9f3p7Rdu70+5SnnzaT7u23m/dO1JIHgjz9/rtNmjVtGka7/bp15oLZtKn92I68SZEi9sj4++8WJiMLRCx8x/nnm6Xvjz/CIGMYyZHCF5EzReQrEVnneT0jg3IpIpLg2WblpM2AqFjRXv2YuE0jLs4SbZQoYSP+AwdCJFtOiYYgTzkwJx0+bIPrggXNO6pQoRDIl559+2xCLy7ODLcFC4ahUUfEuOIKi7g3ZgwsX55l8WLF4KOPzPx/442ZhtnPdeR0hD8YmKeq5wHzPJ99cVRVG3i2DjlsM/tUrmyvW7dm67QKFUwJbdpkniNROZETDUGeAjQnqUL/3kf49ZdU3nt5L+ecEyL5vEmbGd640f7VVauGoVFHxBkzxtyzb73VL2+MmjVtbc7y5ebAlVfIqcLvCKTlFnsHuC6H9YWGABU+mFlnzBhLjTh6dJDlChaRCvKUQ3PS88/Du9OL8LgMo+3CzKJYBZH77rNVmK+9BpdeGp42HZGnVCm7PleuhCef9OuUjh1tAeAbb5iZJy8gmoMwkSKyX1VLed4LsC/tc7pyyUACkAyMUtWPM6mzD9AHoFy5co2nTp0akGyJiYkUS8tQlJpKi7Zt2dKlC5vuuCPbdanCiBH/Yv78sxg58heaNdsTkEyBckpfooiCe/ZQfcIEyixaRP7jx0kpVIjdl17Khv79OXHmmT7PSevL4SuepUPyx9zADKbRhXzYdZhSsCDffvllSOQ9e+pUqr/6Kn926cLGfv1yXF+0/i6BECt9Of/JJyk3bx4Jzz/PgXr1sqwrJQUGD67Hzz+X4oUXEqhd+2Cwxc2UQH6X1q1bL1fVJj4PqmqmGzAX+MXH1hHYn67svgzqqOR5PRfYDFTPql1VpXHjxhoo8+fPP3VHlSqqPXsGXN/hw6qNG6sWK6a6alXA1QTEaX2JJvr1U82XTzU+3l7798+0+Pz58/W331RLlkjR+qU2a2LhMqqgWqSIao8eqjt2hEbO8eOtnS5dVJOTg1JlVP8u2SRm+nLwoGqNGqqVK6vu2eNXfbt3q557rmq5cqp//BEcGf0lkN8FWKYZ6NQsTTqqermqXuBjmwn8LSIVADyvPt1gVHWb53UjsABo6MeNKrhUqhSQSSeNIkXMrFO8uM33ZcPhJ2+TTXPSoUMF6NABChbKx8z2r1H0+N7A5x78nSyeNMkSkV97rSXDdYurYpfixW1V399/mz3fDwtH6dLwySfm1Xnttbk7YVJOYxDOAnoBozyvM9MX8HjuHFHV4yJSBmgOhN8PrnLlLGNkZ0WlSqb0W7Qwz51588LkVRJsDhwwW+a6dXbhp6RYgLm4OPNoqlnTtuLFs67LO0Z4FolCk5Nh+PDabNpkMUuqPLfGbhJ9+phNPRteVMCpk8Xjx/suM2WKZa1u08bcrsKS+dwR1TRubBNyAwda6rt77snylNq17fJp396c4D76KJeOGzIa+vuzAaUx75x1mOnnTM/+JsBEz/v/A1YBP3teb/O3/qCadAYONLNBamrAdaYxdapZB3r1Ckp1WRKUx+3Nm1VHjFC98EJVEetAVlvNmqp9+1qHd+/OUfOpqaoDBli1r7+ew77Ex/uWNz7+1HLPPmv7W7VSTUzMYaOnEzNmkFyGX31JTVXt0EE1f37VOXP8rvvll+2S+u9/A5cvOwTbpJMjhR/qLagK/7nnrLt79wZcpzdDh1p1I0cGpbpMydGfccUK1Rtv/EfJN2tmws+erbpxo+qRI6pJSfa6f79NUHz4oXWsfXvV4sXtvAIFVNu2NW3tp+3Tm1GjrJqbbvoz8L6ksX27avfudgP3Zf9PSVG9/3471qmT6tGjOW/TBzGnJHMJfvfl4EHVunVVS5ZUXb3a7/rvuitIAxc/CLbCj538bd6umWf4XB+WLYYONYvII4+YK/y//53jKoPL7t0WJ+btty2B7+DBZjrJyO+8QAFzpyxZ0hKApJGcbIHpP/7YFiXccYc5Jl9/vS1Dbt3aQlBnwuTJ1nzXrnDHHRuAs3PWt8zWHuzfb7bZjz6yOA0vvphLn70dIad4cfj0U1tt3b49LF3qV9Lk55+3/36/fnYptm8fBlmDRGyEVoAc+eL7QgTeegvatjUd+MknQak2OHzyCdSpY5r2v/+1lWNPPhnYIqMCBeDiiy2a1Pr1pvz79IEvv4TLL7dEEyNGZBiCdu5cuxm2bm33nizuDf7ja7L4xx8t8fgnn1iMhrFjnbJ3ZM4559jE3I4dcM01fi2pL1DAxj4NGkDnzrB4cejFDBZO4eeAggUt/lajRrZ4M+I/fEqKhZzs0MEmX5ctg2eesUUnwUDEJrxeegm2b7cM49WqWaSpc86xlSqzZ58MUpeQYJPb//qXze0GdYLbO8H0c8/BhRda8tvkZEtfNHCgyetwZMVFF1mIjZ9+shHc/v1ZnlK8OHz2GZx9tt0nVq0KvZjBIHYUfvnyNrwMosIHi7sxe7bpu2uugV9/DWr1/nP0qA03Ro2yyIBLlli811ARHw/dupmr0vr1FpVw6VL7EqpVY8+9j3P7lVsoVcoyWAXrnnMaX35p2VIefth85hISoFmzEDXmyLN06GCjt59+stg7+/ZlecpZZ8GcOeayfeWV4Q1fFSixo/Dj4kzpB1nhg5n9vvzynx8+7NmyDh2yhj/+2Ebfr7wSXn/R6tXNZLRlC3z4IUer1eaMlx5n6c6qrK50BZW+fNOvUZPfqFqC6rZtLTcl2F3lww8th7E/5IH8AY4gc+219uS4ciW0amXXcxZUqWJK/9gxuxyjPVtW7Ch8sOevP/8MSdVVq5oOOnrU7NVhu9snJlo6t+++s+D9d98dpoZ9EBfHtotu4IKtX9Cw+AZ23f4wxXZutEiF5crBlVdSefp0WLvWrwUvp7Func2YXXABXHWVxa1++ml7nk5T/P6Sy/MHOELENdfYHNDmzTaZu2hRlqfUqWNP+du323KPaF6UGTteOmD25h9/DFn1deuaheOyy0zpL1gQ4mCMJ05Y/NbvvrPVg507h7CxrEm74HftgvfnVqN80ydAh9t3Pm0azJ5NjTlzzPZetqzNBzRuDOedZ+4O5cubqejECYtquX27JaJeuxa++cZimoNNmkyaZAHLsxvauHDhU+PdTphgW3y8XwkyHDFA27b2n+rY0Ub6jz9uJssCGavLZs3sPnHNNfb///prM/lEHRn5a0bDFlQ/fFXVwYNV4+KCFkslI5YvVy1VysL3bNiQ8/p89iU11VZ+gerEiTlvJIds2mTxRooVU/3224zLff/ee6oTJqj27q1ar54tfMlqAVjZsqpXXqk6dqytHcgJWfnwZ4OY9F3PBZzWl+3bVVu0yP5vfOCAateudp00aqS6ZEmWp3z9tWrhwqq1a6v+9Vf2mvOF88PPCVWr2shxx45/vHZCQKNG5o7Ytq2FV54z51TX9qAwdqwl3R42zEwmEWTdOhvZHzpk/b7ooozLHqtQwSZ706JVHjtmLp07dtiWlGSj9rg4ewo4/3z/7fL+EA35AxzhxZ8QHL4oUcLMpJ062dqTiy82d7yHHzbvMB+0bm3mnfbtLQTLnDlm548WYsuGX62avYbBwN64sXkHitgPv3RpECtftMj86zt0MJfICJKQYP07ehTmz89c2fskPt4mfS+5xExS3bvbH6xjR/i//wuusk8jUvkDHOElWOk/b7zRzImPPWbOAQ0a2LU5dqzPWdrWrS0R+s6dVixinns+iC2Fn2ZQ37w5LM3VqWO6+cwzbQQ8e3YQKt2xwxRjtWpmxw7aSqbs88UXlkOkQAEzsTdoEDFRsoe3D/+4cacGgHPkHYKZ/rN4cXtC+PNPcxQ4fNiCrlWsaKO7AQP+SZG1Zw/N/09ZuNBskpdealMC0UBsKfy0HHphUvhgennRIqhVywbkL74YmIMKYAuaunSBgwdNSZUsGVRZs8PEiTZBVb26DZRr146YKA6Hb0JhvitVCh54AH7+2bzEHn3UQrW8+67lQW3SBMqUgZIlqdu1Dhuqt+X15H+zsMWjLLn1Nfjhh4gmyY0tG358vN2Rw6jwwa6vhQuhZ0/LsPfbb+Yun+1Ivc8/D99+a7b7oE8K+EdSkl3vL75onpAffOBfFGWHIyKkme8CDcGdGXXqmAcP2GBs7Voz/WzaZNuWLRTeto3riq2GQzvI/1YqvAVaoABSt675/ffoYaHIw0RsKXwws04ElsQVLQrTp9t8z+jRNkCYNs2WBvjF6tU2mrjuOrtzRIAdO2zOatEie5odM8aFl3dEOdnI15Aj8ue3x1wfj7r5gaRjKQy5bQtr3ltBlyrLuaHQt8Q98YRNKHfsaAsX//Wv0MnnIbZMOmAKP8wj/DTy5bPIB1On2lqhhg1tDigrJCUFeve2OA6vvBKRGDFff22myhUrLITOiy86Ze9w+EtcfH5GTK7KFeNv4JYtI6m2ZSFLPtxmg7j5820+afhwm1wOIbGn8KtVsyXTyckRE6FLF5vbqVTJFsnec4/NAWXE2VOn2uKlceNsxWqwySTMwNGjZoZq08bMn0uWmFelw+HIHiLQv7/9hwoXhuadKjAs33BO/PK7eaYNHWpP8CHMoRh7Cr9qVVP2GYTzDRc1a9oPf9dd5t1Vt67d6E9j3TqqvvOOXRBduoRGmAzCDHz3nY3qX3zR5FyxwuR0OByB07Ch/Zd69LApgMZXncXSe6bAyy9bCM5rroEjR0LSduwp/HPPtdcNGyIrB3aXHzvWXBrz5bMl2b16ecV3U4V77yU1Ls5meUMhgA8/5b/iq9K7t0UbPnTIFo+MHfuPd5vD4cgZxYubF+cnn1hcwWb/J9z92wAOjn/XHDNuuAGOHw96u7Gn8NNmxNPiskQBLVpYgL7Bg82+X7MmDBkCR6fNgs8/Z3OvXuZiFmzS+SkfKFyeEfU+oFbBjbz3noXWX7PGosU6HI5s4kdE1rSQ6v372yLgsx/oxuzrXye5aImQzNXFnsKvWNEUXBQpfDCRnnrKXDY7dIBnnjjKzu738VeZOqxs2TU0jXr8lPccLcLwAo9T9ehqHlvZmZat8vHLL+Y4UKxYaJp2OPI8fkZkLVHCpudWrbL7wzUzbqPGsmkcSc5mYEA/yJHCF5HOIvKriKSKSJNMyrUTkbUisl5EBuekzRyTL5+l5Vu3LqJiZES1ajbK33DHaKroZrrtfpmuPS+he3cz7yUlBaed1FSL7Nnt0+5UlO0MTR5Ci6pbWNbqfmbNCqtrsMORtwgwpEPt2jBrlpl4775HQmJCzekI/xfgBmBhRgVEJD8wDrgKqA10E5HIrsusWTPqRvin8OefVHx3NHTtyuvrWtG+/Q6+/NICMlWsaDli33kne6H9VW1uYOpUuOUWG9xffjl8kXgpfQfEsXIlzNxUj8bzx4SuXw5HLJDDkA4tWliorFCQo4VXqroGQDK3NTUF1qvqRk/ZqUBHYHVO2s4RNWtadqikpOh0Jh8yxDT06NHUOAfuvXcd06ZV4osvzAf+k08sITjYKu7zzvsnpHzhwrYlJ8PevbBnjy07WLnSPoPF9rnySlvod9112Y8l5XA4MiGKI7KKBhzYxasSkQXA/aq6zMexTkA7Vb3d87kncJGq3pVBXX2APgDlypVrPHXq1IBkSkxMpFgGBuhyX3zBv0aPZum773I0hGGSA6Ho+vU06dOHLTfdxEZPCOH0fUlNhc2bi/LTT6XYtKkoW7cWYdu2whw4EEdS0j8PbfHxKRQvnkSZMic499xEqlc/TK1aB6lV6xD584e9a0Dmv0tuw/UlOomGvtQZMoQTZ57J9muuoeKnn1Jw715+DSC7WiB9ad269XJV9W1izyhQftoGzMVMN+m3jl5lFgBNMji/EzDR63NP4OWs2tVQJEBJ47vvLKnBp58GXH/IuPJK1TPOUN279+Su7CRBSE5WTUxUPXIkBLIFgTydaCMX4/oSnYQ9AYqqXp6t28vpbAO8I8ZU9uyLHN6ume3bR1SUU5g717KhP/usReALgPz5LW6Pw+FwpCccbpk/AueJSDURKQh0BWaFod2MKV3aFGo0TdympsKDD1p6nAEDIi2Nw+HIg+TULfN6EdkKNANmi8iXnv0VReQzAFVNBu4CvgTWAB+oauRzwNSqZU7v0cKMGfDTT+a7W6hQpKVxOBx5kJx66XwEfORj/3bgaq/PnwGf5aStoFOnDsycad4wEYg+eQqpqZab9vzzzZ3L4XA4QkDsrbRNo25d2L3bZ07KsPO//9n66qFDiZj7jMPhyPPEtsIHS1MWSVJSLGRenTqWq9bhcDhChFP4q1ZFVo5p0yxCmRvdOxyOEBO7Cr9sWTjrrMgq/ORkG93XrQs33hg5ORwOR0wQezltvalbN7IK//33zTX0ww8tqJvD4XCEkNjWMnXr2mRpSkr4205OtrCp9etbQBuHw+EIMW6Ef/SoRbGrUSO8bU+ZAuvXWxA3N7p3OBxhILY1Tf369rpiRXjbTUqy0X2jRpbtxOFwOMJAbCv8unVtVeuPP4a33XfftZjZjz8e+UVfDocjZohthV+woKWQ/+GH8LWZlGThEy68MLoCtzkcjjxPbCt8gKZNYdkym0QNB2+/bRlJhg1zo3uHwxFWnMJv2hSOHIHVYUjAdfy4je4vvhiuuur0435kuXc4HI5AcQq/aVN7DYdZ5403YMsWm7D1Nbr3M8u9w+FwBIJT+DVqQKlSoVf4x47ByJFwySWWPdybALPcOxwOR3ZwCl8ELroIvvsutO28+ips326j+PSj+xxmuXc4HA5/cAofoFUrW3EbqlDJR47AU09B69bWVnqiOMu9w+HIOziFD9Cmjb3On5+zejKadJ0wwW4mjz+e8bl//w39+sGSJfbqJm4dDkeQie3QCmk0agQlS8LXX0PXroHX4z3pOn687UtMhFGj4Ior4NJLMz53xox/3o8bF7gMDofDkQFuhA8Wh75VK5g3L7DzM5t0fflly6zlPG8cDkeEcQo/jcsus8nTzZuzf25Gk67Lltno/uqrzffe4XA4IkiOFL6IdBaRX0UkVUSaZFJus4isEpEEEVmWkzZDxhVX2OvUqdlf/JTRpOurr8KhQ/D006GR2eFwOLJBTkf4vwA3AAv9KNtaVRuoaoY3hohy/vlQq5aZYAJZ/JR+0nXdOjPt9Olj+WodDocjwuRo0lZV1wBIXogJU6SIjczTmDDBtvh4i5mfFeknXTt2NBt+Zp45DofDEUZEVXNeicgC4H5V9WmuEZFNwD5AgVdV9bVM6uoD9AEoV65c46lTpwYkU2JiIsWKFfO7fME9e6j19NOU9qy4TSlUiN2XXsqG/v05ceaZ2Wq71E8/0WDgQDb06cOWbt2yda4vstuXaMb1JTpxfYlOAulL69atl2doSVHVTDdgLma6Sb919CqzAGiSSR2VPK9nAT8DLbJqV1Vp3LixBsr8+fOzf1Lfvqqgmi+fbf37Z7+OEydU69dXrVJF9ejR7J/vg4D6EqW4vkQnri/RSSB9AZZpBjo1S5OOql6eVRk/6tjmed0pIh8BTfHP7h9edu6EJk1g+XLzuglk8dMLL8DPP5uJJz4+6CI6HA5HoITcLVNEiopI8bT3QFvsCSH6mDEDZs40v/xy5U61y/vDhg0wdKglJb/++pCI6HA4HIGSU7fM60VkK9AMmC0iX3r2VxSRzzzFygGLRORn4Adgtqp+kZN2Q0rFitCpk4UyTkz0/7zkZOjZE+LiYOzY0MnncDgcAZIjha+qH6lqZVUtpKrlVPVKz/7tqnq15/1GVa3v2eqo6shgCB5S7rkHDhzIXoiDESPg++/hlVegcuXQyeZwOBwB4lba+qJZM7j2WlPi27dnXX7WLPPb79kTguCV43A4HKHAKfyMeP55Szg+cCBk5rq6bJlN8DZpYqN7h8PhiFKcws+I6tXh0Udh2jQb6ftiwQKLwVO2rE32psXScTgcjijEKfzMeOQRuOUWGDIE7r4b9u2z/bt2wYMPWqrCs8+2UAwVKkRWVofD4cgCFw8/M0Rg4kQoXtzi20+YYO6aaXb922+3wGhnnBFZOR0Oh8MPnMLPirg4C6h2++0wfTr8+SfUrGmTuvXrR1o6h8Ph8Bun8P2lQQPbHA6HI5fibPgOh8MRIziF73A4HDGCU/gOh8MRIziF73A4HDGCU/gOh8MRIziF73A4HDGCU/gOh8MRIziF73A4HDFCUJKYhwoR2QX8EeDpZYDdQRQnkri+RCeuL9FJrPeliqqW9XUgqhV+ThCRZZpR5vZchutLdOL6Ep24vmSMM+k4HA5HjOAUvsPhcMQIeVnhvxZpAYKI60t04voSnbi+ZECeteE7HA6H41Ty8gjf4XA4HF44he9wOBwxQq5X+CLSTkTWish6ERns43ghEZnmOb5URKpGQMws8aMfA0VktYisFJF5IlIlEnL6S1b98Sp3o4ioiESlG50//RCRmzy/za8i8l64ZfQXP66xc0Rkvoj85LnOro6EnP4gIm+KyE4R+SWD4yIiL3n6ulJEGoVbRn/xoy89PH1YJSLfiUjgqfZUNdduQH5gA3AuUBD4GaidrsydwCue912BaZGWO8B+tAaKeN73j8Z+ZKc/nnLFgYXAEqBJpOUO8Hc5D/gJOMPz+axIy52DvrwG9Pe8rw1sjrTcmfSnBdAI+CWD41cDnwMCXAwsjbTMOejL/3ldX1flpC+5fYTfFFivqhtV9QQwFeiYrkxH4B3P++lAGxGRMMroD1n2Q1Xnq+oRz8clQOUwy5gd/PldAJ4ARgPHwilcNvCnH3cA41R1H4Cq7gyzjP7iT18UKOF5XxLYHkb5soWqLgT2ZlKkIzBJjSVAKRGpEB7pskdWfVHV79KuL3L438/tCr8SsMXr81bPPp9lVDUZOACUDot0/uNPP7y5DRu9RCtZ9sfziH22qs4Op2DZxJ/fpSZQU0QWi8gSEWkXNumyhz99GQbcLCJbgc+Au8MjWkjI7n8qt5Cj/75LYp7LEJGbgSZAy0jLEigikg94DugdYVGCQQHMrNMKG3ktFJG6qro/kkIFSDfgbVV9VkSaAe+KyAWqmhppwRwgIq0xhX9JoHXk9hH+NuBsr8+VPft8lhGRAtij6p6wSOc//vQDEbkceATooKrHwyRbIGTVn+LABcACEdmM2VhnReHErT+/y1Zglqomqeom4HfsBhBt+NOX24APAFT1eyAeC96VG/HrP5VbEJF6wESgo6oGrL9yu8L/EThPRKqJSEFsUnZWujKzgF6e952Ar9Uz+xFFZNkPEWkIvIop+2i1E6eRaX9U9YCqllHVqqpaFbNLdlDVZZERN0P8ub4+xkb3iEgZzMSzMYwy+os/ffkTaAMgIv/CFP6usEoZPGYBt3i8dS4GDqjqjkgLFQgicg4wA+ipqr/nqLJIz1AHYYb7amxUtQF4xLNvOKZAwC7a/wHrgR+AcyMtc4D9mAv8DSR4tlmRljkn/UlXdgFR6KXj5+8imHlqNbAK6BppmXPQl9rAYsyDJwFoG2mZM+nL+8AOIAl7yroN6Af08/pdxnn6uipary8/+zIR2Of1318WaFsutILD4XDECLndpONwOBwOP3EK3+FwOGIEp/AdDocjRnAK3+FwOGIEp/AdDocjRnAK3+FwOGIEp/AdDocjRvh/8LVe1t79yB8AAAAASUVORK5CYII=",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 8\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 9\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 10\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 11\n"
]
},
{
"data": {
"image/png": 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qGXfw9eYLOYdvuJNXGLnub/xcpR2zo87n4rWvkZgY6lyfWMp/kPe5aEPA3QFn7Fj37zt4MKRZM+XLnj3uAtHPPoNvvnHdG6tUgZ494dJLIT5+HldeWcaX9mdlubbrkSNdt5uWLd1ZzyuvDOvgnh/vSAjDfv0rw+67j8OfDmHOwXaMr3AjA7In0iPrSy5tsozopNb07eu63bdqVYzzE6ZEyv8olOvXu1+Ll90BxxTDzp3w+utw4YWu/fzaa10T8oAB7or+nTtdE8SQIZCQcKTkCW3f7s5uesd0z8yE995zQf2aa9xZ0H/9y7ULhUHTTKl4+thXOryfC2LncQPvUPnK3pxS5ygLK3Wm++FvGDEC2rRxvYruv9+NvODbndOUnfIf5OvVc924ABWxO+CYIu3b5+LrJZe4n8mtt7oLkO67D374wTXNjBsHvXr5NMd4z/mU9MYb3sb8xx5ze5VmzdyeIzbWNdMsWeKaZirk85fMu4MoD/LesCQri+iFP1Kp+am8uLo3e54eyxtvuCD/97+7E9WNGrkRGBYscE0/poyoathMycnJWiJ9+6qee64qqA4Y4F6XczNnzgx1FspMOJTlwAHVf/3L/TQqVXI/lcRE1YceUk1LU83OLmIDt96q2SKqt95avIRjY11ieScR1S++8CNhl7ZWqFD8tAsRsu8kPV310kvdZ/DAA6pZWbp3r+rEiap9+qjGxLhZTZq47+ann4r+iMLh91VWSloWYKEWEFdDHth9pxIHeVXVbdvcn/Dxx0u+jTBiP9zSO3xY9T//Ub3mGtX4ePdrr1tX9c47VX/4wb/4WmCQjo31LxM//aTasmXuehUqqF5wgeq2bYFPuxAh/X1lZrodlrdSduhQzqw9e1THj1ft2VM1KsotcsYZqo8+qrpyZf6bs/9K4UE+4M01ItJTRFaLyFoReShgCdWrx77Wrd1JLDvWO2FlZcH06XDzza4p5i9/cSdTBw5072/Z4poHOnb084Tf+vVuxEVv9z9/z/n89BNcd53rOL9ihXsvJsY9NmvmX7/xkqYd7qKj3e0IR492J5l79HBnvXFXAw8eDF9/7Vqn3njDjYY8cqQbaqFNG3jqKffRGP8ENMiLSBQwBrgEaAEMFJEWZZ2OqmtH/eOCC9x12T/9VNZJmDCm6k7c3XmnG+b8wgtd7OjdG774wgWLcePg/PNLcD7TZ6CurJiYws/5HDjgbq7hHXv9009dg/9FF7nRGxcsKN4NtQsaJCwSzjeJuKGKJ050X17nzm4MfB8JCTB0qLt4dutW+Mc/XPEfeQROO81dTPvyy7BzZ0xoylBOBLoL5dnAWlVdDyAik4E+wMqyTGTZMjjrLOjc4k5mRY/h8BvvU/mNdmWZhAkzqu5c5aRJ7uBt0yZ3sU7v3q7W3qtXGV574zmJuLhtW9r/9NOxA3WpukrFW2+5gLV/v7s69YUX4IYbXNXUV3FvqO09gTl0qNtT+aYdCa6+2lXV/+d/3OHVV1+5sR+2b3ddnKZMgbp1qVcP7rjDTZs2uY5IkybBPfeASCe6dnXf+xVXuLHTytSiRe67XbTIXUCRmAi33OLGcygH/T9FA9i0ISJXAj1V9SbP60FAB1W93WeZocBQgDp16iRPdiMjFcuuXTF89VU9vvsugRc230BXZtEneRldL9xDly47iI/PKpsCBVFGRgbx8fGhzkaZKMuy/PprHDNm1GHGjJPZvLkyFSoo7dvvpnv3P+jSZSdVqgTuu/YtR9zmzZw8YwYnz5hBlV9/JSsmhh1du7K9d2/2tWkT9n/+cPt9Vd6wgTYPPUR0ejorRowgYe5c6v/nP2z7y19Yc889Ba73669xfPNNTebMacDmzZWJisomJWUPF1zwB50776Ry5eL/HmJ27aLFE0+wadAgGk+YQI0lS8iKiSHj9NPJio0lfv16YvbsYUeXLqz629/Ijim7I4mSfi/du3dfpKop+c4sqLG+LCbgSuAtn9eDgFcLWr5UJ15VdcaMmbrhH5+rgt508mcKridF376qU6a4HhblhZ1MyrVunero0apJSbkdU7p1U339ddUdO8omj0XKztYFb72l+tRTqm3b5maka1fV115T3b07SBkpG2H5+9q61X2mxTzZPHPmTM3OVl28WPX++1UbNnSrxMWp9uun+sknqgcPFiMfQ4fmplu7tupLL6nu3Zs7/+BB1aefdvN79jzmxHFplbveNUAn4Fuf1w8DDxe0fGmD/MyZM1WPHFGtX1+zL7lE589Xvesu1Xr1XEmrVFG9+mrX4+Lw4VIlFXBh+ScsoZKUZdMm1eeeU23fPvf/dvbZ7v+2ZUuZZzF/+/apfv656i235EYOb0ZefDGIGSl7Yfv7+uWX3D+sN1Jfc43q9u0FrpK3LFlZqnPmqN52m4vRoFqtmurgwarffOM69+SruL2Z3nzTzX/kkRIV1Z+y+CuUQT4aWA80AWKAJUDLgpYvkyCvqjpihKsRrF2rqqpHj6rOmOF20Ced5Epds6bqTTepfvddIV96CPn1ZW/bpnreeYX+AcKBvz/cLVtcEO/YMff/lZys+uyzqhs2BDKHHjt3qn72meq997qEK1RwmYiPV+3bV1fdd59/XR/LgbAN8qqqN998bJC94YZCFy+sLJmZqlOnql5/vWr16m5zCQmuB+fs2W6HkOMf/1CNjs5Nt3LlIncwOmiQasWKBffvLKZyF+Rd2vQCfgHWAY8UtmyZBfmtW10n2/vvP26Zw4fdNSjXXpvbd/qkk1SHDHGVtmId1gWQX192AC6S8Usxdy7HlcVn/Q0bVF9+WbVLl9z/VlKSaxVZs6bMc+5kZ7s8TJ3qDruvvNJdGeXNQKVKrhnm0UdVp0/PORwP68BYTGFdlr593W/64Yfd77tyZdVFiwpc3N+yHDqk+umnqv37uwMEcAcNd9+wT7eef03uGyKu9u7Pf+v3312N8YIL/C9fIcplkC/OVGZBXtX9cWvWdFfYFeDPP1U//tgFfO9evkoV1443aZI7Wg+VQr/sAF4k45di7lx8y5KdrfpTvyf1MUZoUsKvOVlv1Ur1iSdUf/65iI35u4PJylL97TfVhQvdpa4jR7paWUqKatWqx35up57qvvTRo1VnzSpwTx/WgbGYyk1ZfvhBtUEDdynsk0+65tg8SlKW9HTVf/5T9a/d5uo6OVWPUkFHxT6hgxpM0497vKEZPyxVHT7cv6vnn33W/Y6WLCl2PvKyIF+EYz6gH35wxXvxRb/WPXxY9dtvXfNrnTpu1ZgY1R49XE3zl19KlbViK/TL3rbNnVyoXFn9PqwsCyXcuUydmqozZqjeFfWKNmaDO2dJlnZhtj7PvbompkXRaWdnuzPngwa5mtZf/uLOpr/2mgvg99yjOnCgG94iMdEdQufNZ8OGqhddpHr77aqvvOJq6cU4YVpuAqMfylVZ/vjD7YRBtV07Nw6FjxKVZd8+12gvolmNGuv3o+fokCG5zblxcW6YhXHjVDdvLmJbu3a5FW6+ufj5yCMQQb78DzVckI4dXT/WF15wdzgooptTTAxcfLGbxoxxA1V9+qm7mObuu9102mluUKtLLnGbDtk9EMrqIpnDh90NSdPTc+/6fOSIGyExMxOOHj32+ejRrnPy4sXuvYoV3SWIvXvDM8+4y009055dWWxYk8XGdVn8ujETPfpvTo86ypgqsznt4HIaZ28gLirTjUqVlARXXeUuJvrzz/wfDxw4Nu//+Y+bvKpUccNINmzoLqxp0MBNDRu6uxOdfrrrwz5ggLuaJhIuKDpR1K7tOsZ//LG7qCw52V3S/Oijxb/jVHa229b997srrO68kwqjRtElPp4uuJ/599+7//5nn7kJoHVr97/v1QvOOcf99HOcdJK7EnnCBPcfOemksip52Sgo+odiKtOavKo7lQ5ud1wK69apvvqqaq9euW15sbGulv/ss6o//lj2J2+L3KP37esOJ9PSjj2s9LY3z52rOmGCq+XeeqvqFVe4Wu4ZZ7jqSn413TKcshA9QrQeopIejIrTI3FVNbtGjeOPBqpWVT3tNNXmzd3JznPPdd3SLr/c1dqHDXMnQu++2zXWe0ewqlRJtXdvV35/u7CV8hxGuar9FqHclmXnTlcDj452v4Ubb9RFr756/EBEeZv19u1zcaBVK/f7adNGdf78QpPKzlZdvtz18urePfecbLVqboy1F15w3TazstT9DkF1zJhSFS8QNfmAXgxVXCkpKbpw4cISr5+amkq3bt1y31B1u93Nm2HNGneDkVI6eNCNN/711+7GEqtXu/fj492dgrp2dbX8du2KPHgo1HFlyc/u3e6yT++0dKm7q1Dem6XUquVqud6pdm1X869a1WXc+xgf7zJdsaKboqOPfz58ONStyx+XXs+8MT8xZ319Zle+hOU/R5FFFDGxUZzbLYqelwg9erhhWmbN8inL5Ze72pfvFZyffOLfh3LrrW6dmBh3xHHLLf7dBcznxjLHKOaNZfz6TsqJcl+WdevcUfr48e47rF/fjVvRurUb2+L99+G779zVsyed5P60R464+Q8/7I4ciznGxf79bvyjb75xdw1bs8a9X7Om+9+/M+8MKpyaSNysb0v83y/p9yIiobkYqrhTmdfkVVVTU90e9plnSrXtgmzbpjp5sqtwnnlmbgU1Jsb18R4+XPXdd12N4OhR/7ebb1m8iQ0fnlsj8U4nn+zam++5xx12fPml69b1558FZ9zPHjK7d7uupk8/7Q4IGjfOTTY+3lW8n3rKHTzkd/1BmdUaCzp6KUoZncMot7XffERMWfbt05UPPqh61VXH9q/PO0VFqc6b5+fQo/7ZvFn1gw9cD88mTVSf5T49TEWtze/aMfmw3nWXO7m7bp3/ydqJ1yIU+AFdconrPvPbb6Xavj9+/131ww9d781u3Y7tyBEf7/qAX3+9OwT84gvV9evz9NX1mDlzppsxf77qX/967HC18fGurWjUKHe2uCTlyqfpYt8+1QULVN9/3/Ve69vXtaT4/ldOO811QXv+ebesP81UYRFQhg1z5fW3a1w+wqIcZSRiy7JqlWtL8TYL+nExVVn57aPvVUHf51rtUndNTtOut1WyY0fVG29014JMnep6eucN/nbitaRefNGdILz3XjfQUACdfLK7PeeVV7rX2dmuSWfhQvjvf2H5ctfU8+67uevExbmTuo0aQWKjbDpnzeb0/47h8KYBVNrzOxoVhZ57HhWeG+LagpKSXPOJn1TdoebOnbCzxXnsOFKNzTRkMyP5dWwjNo+dxTqaspVTctaJjoamTd3AbzfdBCkprgkq3M4p+S3SB/oyTvPm7oT7kSOuOe7w4eCM3BkXRx1Pk+AgJjDotwkcJYrlMckseOVHli1z//3PPoO3385dLT7e3Rf31FPdiMvNm5d91k6MIN+8OTz0kBuUevBg14UmSCpUgDPPdNOgQbnv79njms9XrnSPh9NW0W7RB1z0zUQaZv9KOvH8m158Rh++zrqEvak1qfJf14nEd/JtVhRxO5WDB12nlIMH3bR3r+s14MzOWT6aTBrIVhomHOKCbidxZjv3UTVv7nY6x/QgKO982/2LOxKkKV9CsUNfv97dP3LKFNfDLC6O6MsvJ+n550nKs3/54w93i4Hly2HtWrfq6tXutIIF+dL461/dvTSHDHEnKBMSQpqdmjXhnOTDnLP+Q5g3xt0LMyoKelzMoaue4bMj9WnU/Dyu2AHn7YAdO9yOwbdH4YEDuTc/9p4/F3FFq1zZTXFxUL26ey8hwZ2Drf32aBr8+1XqxOwhKvMQXOnnCUxjyoNQ7NC93Zq9f8hCujV7+z907378ZlJTyz5rJ06Qj411d5I4+2wX6D//PP+bJgfD5s3uljfjxrno7R1//OqroW5dYoEGqamcd16A0n97Adzax5oujClLv//uBrX/5z/hvPPC5sbrJ06QB9fA/OKLcPvt7q40zz0XvLRV3W761Vddw5yqu2PQtm3w7bfFv6ijNKzpwpiy98kn7n/93XfuArz33gt1joAA3/4vLA0f7q6Aff55F/BLa/t210m2oL12ejqMHQutWrl+vKmpru1u3Tp3tmXFCneuwBhT/om4C2bmzg11TnKceEFexN0Y8oor4H//F0aNcrXpwgJ1YUaOhDlz4Iknjn1/xQp3xHDKKW7HEhvrutR47yTdpIkL/tnZ7lGkTC7WMsaEWOfOrhIXJs01J16QB9c/cPJkuPZa+NvfXID//vvjA3Vh4uJcYM4bqGNi3PZatYI334Q+fdyNihcudOcC4uLc6fSrr84d/KZyZTf2xYYNASmuMSaIOnd2j2FSmz8xgzy4QP/hh+752rWuLa04NWpvoPYuGx3tAnxmpjux+swzrtb+wQfQqdOx9/wsqwHGjDHhp107Fw8WLw51ToATOciDqzlffTVUqpT7XtWqrs181arc7lC+Dh92ndu//hoWLMgd++ToUXey5Ztv3E7jgQfcGDEF8fblnT/fPYbJoZ0xppRiYtyFMUuXhjonwInWuyYvb406M9MF+iNHXM181Cg3VakCiYmuo3lWlgvMmzbldkqvVMmNwHX99a5mv3Onu2zNH9bDxZjI1aaNGxQtDJzYQR7yvzru5ZddN6glS1yTy7597vLP005zV8w2a+a+xJYtj22GMcYYcPFh4kR3BWPNmiHNigX5gmrUN94Y/LwYYyJDmzbucdkyAndVo38C1iYvIs+JyM8islREPhWRGoFKyxhjwoo3yIdBu3wgT7x+B7RS1TbAL8DDAUzLGGPCR716bqCoSA7yqjpVVb1jH84HGgQqLWOMCSsirjYfBkE+KLf/E5H/AFNUdUI+84YCQwHq1KmTPHny5BKnk5GRQXx8fInXDydWlvATKeUAK0swNH3lFep99RXff/WV3x00SlqW7t27B+b2f8A0YHk+Ux+fZR4BPsWzQylsCtidocohK0v4iZRyqFpZguLVV91tobZt83uVsLszlKpeWNh8ERkCXApc4MmIMcacGE4/3T2uWRPcUWbzCGTvmp7AA8BlqvpnoNIxxpiw1LSpe1y7NqTZCGTvmleBqsB3IpImIq8HMC1jjAkvjRq5iyjXrAlpNgJ2MZSqNg3Uto0xJuxFR7shxSO4Jm+MMSe2pk1DXpO3IG+MMYFy+um5Q5mHiAV5Y4wJlKZN4cCBkA4lbkHeGGMCxduNMoTt8hbkjTEmULzdKEPYLm9B3hhjAqVxY4iKcjcVChEL8sYYEyjR0VC/vrvvc4hYkDfGmEBq2NCCvDHGRKxGjeDXX0OWvAV5Y4wJpIYN3b2is7NDkrwFeWOMCaSGDeHwYdixIyTJW5A3xphAatTIPYaoXd6CvDHGBFLDhu4xRO3yFuSNMSaQrCZvjDERrFYtiI21IG+MMRFJJKTdKC3IG2NMoIXwgigL8sYYE2gNG1pN3hhjIlbDhrB9O2RmBj1pC/LGGBNo9eu7u0OF4IKogAd5EflfEVERSQh0WsYYE5bq1nWPIbhDVECDvIg0BC4GQjc6jzHGhFqkBnngJeABIHR3sTXGmFALYZAXDdBdxEWkD3C+qt4lIhuBFFXdmc9yQ4GhAHXq1EmePHlyidPMyMggPj6+xOuHEytL+ImUcoCVJdgqHD7MeT17sv7GG/n12msLXK6kZenevfsiVU3Jd6aqlngCpgHL85n6AD8C1T3LbQQSitpecnKylsbMmTNLtX44sbKEn0gph6qVJSSqV1e9445CFylpWYCFWkBcjS72LuPYHcSF+b0vIq2BJsASEQFoACwWkbNVNfjHK8YYE2p164akuaZUQb4gqroMONn7urDmGmOMOSHUqxeRJ16NMcZAZNXk81LVxGCkY4wxYStEQd5q8sYYEwx160J6Ohw4ENRkLcgbY0wwePvK//57UJO1IG+MMcEQoguiLMgbY0wwWJA3xpgI5g3y27cHNVkL8sYYEwwJCVChgtXkjTEmIkVFuUAf5DHlLcgbY0ywJCTArl1BTdKCvDHGBEtCAuwM7uguFuSNMSZYLMgbY0wEq1XLgrwxxkQsb00+QDdryo8FeWOMCZaEBDh6FPbvD1qSFuSNMSZYEhLcYxCbbCzIG2NMsFiQN8aYCGZB3hhjIpgFeWOMiWAW5I0xJoJVrQrR0UEd2iCgQV5E7hCRn0VkhYg8G8i0jDEm7IkE/arXgN3IW0S6A32As1T1sIicHKi0jDGm3AhykA9kTf5WYLSqHgZQ1T8CmJYxxpQPERTkmwHnisiPIjJLRNoHMC1jjCkfghzkRUsxhoKITAPq5jPrEeBJYCZwJ9AemAKcqnkSFJGhwFCAOnXqJE+ePLnE+cnIyCA+Pr7E64cTK0v4iZRygJUllE5/6SVqz57NvE8/PW5eScvSvXv3Raqaku9MVQ3IBHwDdPd5vQ6oXdg6ycnJWhozZ84s1frhxMoSfiKlHKpWlpD6v/9TrVBBNSvruFklLQuwUAuIq4Fsrvk30B1ARJoBMUBwx9g0xphwU6sWZGfD3r1BSS6QQf4d4FQRWQ5MBgZ79jjGGHPiqlnTPe7ZE5TkAtaFUlWPANcGavvGGFMueYN8BNTkjTHG5FWjhnsMUk3egrwxxgST1eSNMSaCBblN3oK8McYEkzXXGGNMBKtSxY1Eac01xhgTgURcbd5q8sYYE6Fq1rQgb4wxEatmTWuuMcaYiGXNNcYYE8GsucYYYyJYjRrWXGOMMRHLW5MPwpiNFuSNMSbYataEo0fhwIGAJ2VB3hhjgs171WsQmmwsyBtjTLAFcfwaC/LGGBNsVpM3xpgIZjV5Y4yJYBbkjTEmgllzjTHGRLAgjikfsCAvIkkiMl9E0kRkoYicHai0jDGmXImKgmrVyneQB54FHlfVJOBRz2tjjDEA1avDvn0BTyaQQV6Bap7n1YFtAUzLGGPKl2rVYP/+gCcjGqCxE0TkTOBbQHA7k3NUdVM+yw0FhgLUqVMnefLkySVOMyMjg/j4+BKvH06sLOEnUsoBVpZw0Pb228muVIklL7yQ815Jy9K9e/dFqpqS70xVLfEETAOW5zP1Af4BXOFZ7ipgWlHbS05O1tKYOXNmqdYPJ1aW8BMp5VC1soSFHj1U27c/5q2SlgVYqAXE1ehi7zKO3UFcWNA8EXkfuMvz8kPgrdKkZYwxEaVaNdi4MeDJBLJNfhvQ1fP8fGBNANMyxpjyJUht8qWqyRfhZuDvIhINHMLT7m6MMQbXu6Y8B3lVnQMkB2r7xhhTrlWr5saTz8py/eYDxK54NcaYUKjm6WGekRHQZCzIG2NMKHiDfICbbCzIG2NMKFiQN8aYCGZB3hhjIpgFeWOMiWAW5I0xJoJZkDfGmAhmQd4YYyKYd7TJAAf5QA5rUCYyMzPZsmULhw4dKnLZ6tWrs2rVqiDkKvDKS1liY2Np0KABFStWDHVWjClfoqJcoD/Rg/yWLVuoWrUqiYmJiEihy6anp1O1atUg5SywykNZVJVdu3axZcsWmjRpEursGFP+BGGQsrBvrjl06BC1atUqMsCb4BMRatWq5ddRljEmHxbkHQvw4cu+G2NKwYK8CaYvv/ySpUuXhjobxpw4LMiHhyeffJKWLVvSpk0bkpKS+PHHH4u1/vjx49m2Lfc+5jfddBMrV670e/1u3bqxcOHCYqWZV69evdi7dy979+7ltddeO27+N998w6xZs2jdunWp0jHGFIMF+RLavh26doXffiv1pn744Qe++OILFi9ezNKlS5k2bRoNGzb0e/2srKzjgvxbb71FixYtSp03X0ePHi10/ldffUWNGjUKDPI9e/bk2WefteYXY4LJgnwJjRwJc+bAE0+UelPbt28nISGBSpUqAZCQkED9+vUBmD59Om3btqV169bccMMNHD58GIDExEQefPBB2rVrx6RJk1i4cCHXXHMNSUlJHDx48Jia+dSpU+nUqRPt2rWjX79+ZBQwtvQHH3xAUlISrVq1YsGCBQCMGDGCQYMG0blzZwYNGsT48eO5/fbbc9a59NJLSU1NzcnTzp07eeihh1i3bh1JSUncf//9ADz33HO0b9+eNm3a8Nhjj+WsP2HCBM4++2ySkpK45ZZbyMrKKvXnaYzxYUG+eOJr1wYRGDsWsrPdowjExZV4mxdffDGbN2+mWbNmDB8+nFmzZgGu18+QIUOYMmUKy5Yt4+jRo4wdOzZnvVq1arF48WKuvfZaUlJSmDhxImlpacT55GXnzp2MGjWKadOmsXjxYlJSUnjxxRfzzceff/5JWloar732GjfccEPO+ytXrmTatGlMmjTJr/KMHj2a0047jbS0NJ577jmmTp3KmjVrWLBgAWlpaSxatIjZs2ezatUqpkyZwty5c0lLSyMqKoqJEyeW5CM0xhTEG+RVA5ZERAX5A8uWwdVXQ+XK7o3KleGaa2DDhhJvMz4+nkWLFjFu3Dhq165N//79GT9+PKtXr6ZJkyY0a9YMgMGDBzN79uyc9fr371/ktufPn8/KlSvp3LkzSUlJvPfee2zatCnfZQcOHAjAeeedx/79+9m7dy8Al1122TE7juKaOnUqU6dOpW3btrRr146ff/6ZNWvWMH36dBYtWkT79u1JSkpi+vTprF+/vsTpGGPyUa2aq5D++WfAkgj7i6GKQ+vWdR/aoUMQG+seq1WDunVLtd2oqCi6detGt27daN26Ne+99x5t27YtdJ0qVaoUnV9VLrroIr9q4Xnbyr2vfdOJjo4mOzs757U//ddVlYcffphbbrnlmPdfeeUVBg8ezNNPP13kNowxJeQdv2bfPvAjZpREqWryItJPRFaISLaIpOSZ97CIrBWR1SLSo3TZLIbff4dhw2D+fPdYypOvq1evZs2aNTmv09LSaNy4MWeccQYbN25k7dq1gGsz79q1a77bqFq1Kunp6ce937FjR+bOnZuzjQMHDvDLL7/ku40pU6YAMGfOHKpXr0716tWPWyYxMZG0tDSys7PZvHlzTtt9YXnp0aMH77zzTs65gK1bt/LHH39wwQUX8NFHH/HHH38AsHv37gKPMowxJeS9qj2A93ktbU1+OXA58IbvmyLSAhgAtATqA9NEpJmqBv7M3Sef5D4fM6bUm8vIyOCOO+5g7969REdH07RpU8aNG0dsbCzvvvsu/fr14+jRo7Rv355hw4blu40hQ4YwbNgw4uLi+OGHH3Ler127NuPHj2fgwIE5J21HjRqV0wTkKzY2lrZt25KZmck777yTbzqdO3emSZMmtGjRgjPPPJN27dodt0ytWrXo3LkzrVq14pJLLuG5555j1apVdOrUCXDNUxMmTKBFixaMGjWKiy++mOzsbCpWrMiYMWNo3LhxsT9DY0wBvIOUBfJm3qpa6glIBVJ8Xj8MPOzz+lugU1HbSU5O1rxWrlx53HsF2b9/v9/LhrvyVJaivqOZM2cGJyMBFinlULWyhI3p01VBddYsVS15WYCFWkBcDVSb/CnAfJ/XWzzvHUdEhgJDAerUqZPT5c+revXq+TZ15CcrK8vvZcNdeSrLoUOHjvvefGVkZBQ6v7yIlHKAlSVcVF29mmRg6bx57M7ODkhZigzyIjINyO/M5SOq+llpM6Cq44BxACkpKdqtW7dj5q9atcrv0RjLw8iN/ipPZfE2JRUkNTWVvN9reRQp5QArS9g4+WQA2px6KnTrFpCyFBnkVfXCEmx3K+B7WWgDz3vGGGO8vD1qAtgmH6h+8p8DA0Skkog0AU4Hju/qYYwxJ7IgnHgtbRfKviKyBegEfCki3wKo6grgX8BK4BvgNg1GzxpjjClPvEH+wIGAJVGqIK+qn6pqA1WtpKp1VLWHz7wnVfU0VT1DVb8ufVZNXtu2beODDz4IdTaMMSUVEwPR0eFbkz9RhHqo4fzs3buXe++9lwsuuKDIZUeMGMHzzz8PuD77H330UanSNsaUERFXmw/ji6Einu9Qw5UqVWLnzp0cOXLE7/W9Qw23atUqZ/TKt956q8T5OXr0KNHR0dSoUYPJkyeXeDvGmDAR4CBvNfkihMNQw926dePuu+8mJSWFv//97yxatIiuXbuSnJxMjx492L59OwDr1q2jZ8+eJCcnc+655/Lzzz8XWraCtmOMCSKryee6+25ISyt4flZWHFFRxdtmUhK8/HLB8y+++GKeeOIJmjVrxoUXXkj//v3p2rVrzlDD06dPp1mzZlx33XWMHTuWu+++G8gdahhczf35558nJeWY4X2OGWq4SpUqPPPMM7z44os8+uijx+XjyJEjLFy4kMzMTLp27cpnn31G7dq1mTJlCo888gjvvPMOQ4cO5fXXX+f000/nxx9/ZPjw4cyYMSPfcmVmZnLHHXfkux1jTBBZkA8t71DD33//PTNnzqR///6MHj2atm3bHjfU8JgxY3KCfHGHGgYXyL1jyOTl3d7q1atZvnw5F110EeCag+rVq0dGRgbz5s2jX79+Oet4jyzyU9B2jDFBVqWKBXmvwmrcAOnpBwNylWg4DDXs3Z6q0rJly2MGOgPYv38/NWrUIK2wQ508aee3HWNMkMXHu1uWBoi1yRchXIYa9jrjjDPYsWNHTnDOzMxkxYoVVKtWjSZNmvDhhx8CLogvWbKk2NsxxgSZnXgNrYyMDAYPHkyLFi1o06YNK1euZMSIEccMNdy6dWsqVKhQ5FDD3hOvXr5DDbdp04ZOnToVebI0JiaGjz76iAcffJCzzjqLpKQk5s2bB8DEiRN5++23Oeuss2jZsiWffVbw0EKFbccYE0QBDvJlMtRwWU021HCu8lQWG2q4/LGyhJG77lKtXl1VAzPUsNXkjTEmlLw1+QDdzNuCvDHGhFJ8PGRlQSG94UrDgrwxxoRSgEeitCBvjDGhZEHeGGMiWIBvHGJB3hhjQslq8pHpl19+KbQfe6Ckp6czduxYNEBn8o0xxWRBPvREhGuvvTbn9dGjR6lduzaXXnppsbaTmJjIzp07AWjWrBk//fQTn376aYHLlLUjR45w22230bVrV0Qk32XiPT+4bdu2ceWVVwLuKt+vvvoqIHky5oQX4CBfrsauCZUqVaqwfPlyDh48SFxcHN999x2nnHJKqbc7YsSI0mfOD94x6GNiYnj//ff9Wqd+/fo5NxdJS0tj4cKF9OrVK5DZNObE5Bvka9Qo882XryBfxFjDcVlZlPlYwx69evXiyy+/5Morr2TSpEkMHDiQ77//HoDdu3dzww03sH79eipXrsy4ceNo06YNu3btYuDAgWzdupVOnTod00QyYcIE/vGPf3D48GE6duzIa6+9RlSevHuXOXLkCB06dMh3mcTERK666iq+/vpr4uLi+Oc//0nTpk0ZMmQIsbGx/PTTT3Tu3JnbbruN2267jR07dlC5cmXefPNNmjdvzoYNG7j66qvJyMigT58+OdvduHEjl156KYsXL+bRRx/l4MGDzJkzh4cfftivETaNMX4K5+YaEeknIitEJFtEUnzev0hEFonIMs/j+aXPamgNGDCAyZMnc+jQIZYuXUqHDh1y5j322GO0bduWpUuX8tRTT3HdddcB8Pjjj9OlSxdWrFhB3759+fXXXwFYtWoVkydPZu7cuTmDiE2YMOGY9FavXs2UKVOYO3cuaWlpREVFMXHixHzzVr16dZYtW8btt9+eM9QxwJYtW5g3bx4vvvgiQ4cO5ZVXXmHRokU8//zzDB8+HIC77rqLW2+9lWXLluU71HBMTAxPPPEE/fv3Jy0tzQK8MWUtwDfzLm1NfjlwOfBGnvd3An9R1W0i0gr4Fih9+0YRNe6D6ekBGWoYoE2bNmzcuJFJkyYd12wxZ84cPv74YwDOP/98du3axf79+5k9ezaffPIJAL1796ZmzZqAu6PUqlWrcsZyz8jIoGHDhsdsMzU1lUWLFtG+fXtXtoMHOfnkk/PN28CBA3Me77nnnpz3+/XrR1RUVKFjzc+dOzcn74MGDeLBBx8swadjjCmxypXdYzi2yavqKuC4k3iq+pPPyxVAnIhUUtXAXLcbJJdddhn33Xcfqamp7Nq1q8TbUVX69evH6NGjC11m8ODBPP3000Vuz/fz933uHYM+Ozu70LHmCzoJa4wJgqgoiIsLzyDvpyuAxQUFeBEZCgwFqFOnDqmpqcfMr169er5jsecnKyvL72WLKz09nauuuorY2FgSExPZvHkzR48eJT09nQ4dOvDOO+/w4IMP8v3333PSSSchInTs2JF3332XBx54gKlTp7Jnzx4yMjLo2LEjAwYMYOjQodSuXZtdu3aRkZFB48aNUVUyMjI499xzueaaa7j55pupXbs2u3fvJiMjg0aNGh2TL1Xl/fff595772Xy5Mm0b9+e9PR0MjMzOXjwIOnp6YgIjRo14v3336dv376oKsuXL6d169Z06NCBd999lwEDBvD222/nlDUjI4Ps7GzS09OJjo5m9+7dBX62hw4dOu5785WRkVHo/PIiUsoBVpZwc06lSuz45RcyunYt+7IUNDyldwKm4Zpl8k59fJZJBVLyWbclsA44rah0NIyHGq5Spcpx782cOVN79+6tqqq7du3SPn36aOvWrbVDhw66ZMkSVVXduXOnXnTRRdqiRQu96aabtFGjRrpjxw5VVZ08ebKeddZZ2rp1a23Xrp3+8MMPqqrauHFj3bFjh+7fv7/AZXw1btxYH3jgAW3durWmpKTomjVrVFV18ODB+uGHH+Yst379eu3Ro4e2adNGzzzzTH388cdz3u/YsaO2atVKH3nkkZyybtiwQVu2bJlTvpSUFD3rrLN08uTJx+XBhhouf6wsYaZJE9Vrrw3IUMNlMg58fkEeaAD8AnT2dzvhGuRDwd+yeHcKoWRBvvyxsoSZu+5SfemlgAT5gDTXiEgN4EvgIVWdG4g0jDEmYng7lQSg2am0XSj7isgWoBPwpYh865l1O9AUeFRE0jxT/l1DTKls3LiRhISEUGfDGBOmStu75lPg03zeHwWMKs2282zPeoCEKbUxcIwJa2E/dk1sbCy7du2yYBKGVJVdu3YRGxsb6qwYYwoQ9sMaNGjQgC1btrBjx44ilz106FDEBJzyUpbY2FgaNGgQ6mwYYwoQ9kG+YsWKNGnSxK9lU1NTadu2bYBzFByRVBZjTOiEfXONMcaYkrMgb4wxEcyCvDHGRDAJp14rIrID2FSKTSTgRsCMBFaW8BMp5QArS7gqaVkaq2rt/GaEVZAvLRFZqKopRS8Z/qws4SdSygFWlnAViLJYc40xxkQwC/LGGBPBIi3Ijwt1BsqQlSX8REo5wMoSrsq8LBHVJm+MMeZYkVaTN8YY48OCvDHGRLByF+RFpKeIrBaRtSLyUD7zK4nIFM/8H0UkMQTZ9IsfZblXRFaKyFIRmS4ijUORT38UVRaf5a4QERWRsO3y5k9ZROQqz3ezQkT+Gew8+suP31gjEZkpIj95fme9QpFPf4jIOyLyh4gsL2C+iMg/PGVdKiLtgp1Hf/lRlms8ZVgmIvNE5KwSJ1bQLaPCcQKicPeMPRWIAZYALfIsMxx43fN8ADAl1PkuRVm6A5U9z28tz2XxLFcVmA3MJ597AofD5Of3cjrwE1DT8/rkUOe7FGUZB9zqed4C2BjqfBdSnvOAdsDyAub3Ar4GBOgI/BjqPJeiLOf4/L4uKU1ZyltN/mxgraquV9UjwGSgT55l+gDveZ5/BFwg4XnHkSLLoqozVfVPz8v5uPvmhiN/vheAkcAzwKFgZq6Y/CnLzcAYVd0DoKp/BDmP/vKnLApU8zyvDmwLYv6KRVVnA7sLWaQP8L4684EaIlIvOLkrnqLKoqrzvL8vSvnfL29B/hRgs8/rLZ738l1GVY8C+4BaQcld8fhTFl834mop4ajIsngOnRuq6pfBzFgJ+PO9NAOaichcEZkvIj2Dlrvi8acsI4BrPbfx/Aq4IzhZC4ji/qfKi1L998N+PHkDInItkAJ0DXVeSkJEKgAvAkNCnJWyEo1rsumGq2HNFpHWqro3lJkqoYHAeFV9QUQ6AR+ISCtVzQ51xgyISHdckO9S0m2Ut5r8VqChz+sGnvfyXUZEonGHoLuCkrvi8acsiMiFwCPAZap6OEh5K66iylIVaAWkishGXHvp52F68tWf72UL8LmqZqrqBuAXXNAPN/6U5UbgXwCq+gMQixskqzzy6z9VXohIG+AtoI+qljiGlbcg/1/gdBFpIiIxuBOrn+dZ5nNgsOf5lcAM9Zy9CDNFlkVE2gJv4AJ8uLb7QhFlUdV9qpqgqomqmohrY7xMVReGJruF8uc39m9cLR4RScA136wPYh795U9ZfgUuABCRM3FBvuh7bYanz4HrPL1sOgL7VHV7qDNVEiLSCPgEGKSqv5RqY6E+y1yCs9K9cDWndcAjnveewAUNcD/SD4G1wALg1FDnuRRlmQb8DqR5ps9DneeSliXPsqmEae8aP78XwTU/rQSWAQNCnedSlKUFMBfX8yYNuDjUeS6kLJOA7UAm7mjqRmAYMMznexnjKeuyMP+NFVWWt4A9Pv/9hSVNy4Y1MMaYCFbemmuMMcYUgwV5Y4yJYBbkjTEmglmQN8aYCGZB3hhjIpgFeWOMiWAW5I0xJoL9P7OoDX5z1DS2AAAAAElFTkSuQmCC",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 12\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Meilleur modèle -> degre = 4\n"
]
},
{
"data": {
"image/png": 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gY0WXtOBzxpgEs26dToPt2xdsHahODRaJ3e6nWEoUXwKniUhNESkMdAdm+ByTMcYDzz6r5Suuv97vSGJDhQrQooUlimOIyFRgIVBHRNaJSF/n3EHgJmAOsAJ42Tn3nR/xGWO8s3+/Joq//jU+9732SiCg26OuWeN3JMfza9ZTD+dcZedcIedcmnPuheDzbzvnTnfOneqcS4C9rIwxmb3xhq7EvuEGvyOJLbG8R0UsdT3lm4h0FJFnt23b5ncoxphsjB2r+zFcdpnfkcSW2rXhjDNis/spoRKFc26mc25AqVKl/A7FGJOFb7+F+fPh739P/KJ/eREI6J/Pli1+R3Is+6syxkTN00/rLKfevf2OJDYFAnDoELz1lt+RHMsShTEmKrZv13pO3btD2bJ+RxObGjeGqlVjr/vJEoUxJiomTYKdO20QOyehPSrmzIE9e/yO5ihLFMYYzzkHY8bAuefqzWQvENCNjN5/3+9IjrJEYYzx3EcfwYoV1poIxwUX6AZOsdT9lFCJwqbHGhObxo6Fk0+GK6/0O5LYV6iQLkacMUMHtmNBQiUKmx5rTOz57TddZNenDxQr5nc08SEQgM2b4dNP/Y5EJVSiMMbEnuee02/GAwf6HUn8aNsWCheOne4nSxTGGM8cOADPPKMffKee6nc08aNkSbj4Yk0UuuuCvyxRGGM88+absH69DWLnRSAAq1bBsmV+R2KJwhjjobFjoUYNaNfO70jiT2iPilgoEmiJwhjjieXLYe5cHZtISfE7mvhTqRI0axYb4xQJlShseqwxsePpp3VAtk8fvyOJX4EALFoEv/zibxwJlShseqwxsWHHDpg4UddNlC/vdzTxKxDQn353PyVUojDGxIYpUzRZ2CB2/px+OtSr53/3kyUKY0xEOaeD2OecA02b+h1N/AsEYN482LrVvxgsURhjIurjj3WDohtu0Fk7Jn9iYY8KSxTGmIgaOxZKl4YePfyOJDE0aQJVqvg7TmGJwhgTMb//Dq+9pjvYFS/udzSJoUABuPxyeOcd2LvXpxj8Oa0xJhE9/7yW7fj73/2OJLEEArBrF3zwgT/nt0RhjImIgwe1rtOll8Jpp/kdTWK58EI46ST/Zj8lVKKwBXfG+GfmTFi3zqbEeqFwYWjf3r89KhIqUeR7wd2WLbFRqtGYODR2LJxyim66YyIvEICNG+Gzz6J/7oRKFPl20UVaYKVbNxg1Cr75Jna2mDImhq1cqXs8DxwIBQv6HU1iatdOd7/zo/vJEkVGgwfDZZfBl1/q/bPPhrJloUMHePRRTeUHDvgdpTEx5+mn9UOsb1+/I0lcJ52k32X92KPCcn9GffocrWC2Zg0sWKC3+fOPrnYpXlxLOrZqpbemTW0eoElqu3bBhAnaEK9Y0e9oElunTjqjbMUKqF8/eue1RJGd6tX1dvXV+njDBl1yOn++Jo/779e0XqgQnHsunH++Jo4WLcCKEpok8tJLsG2bDWJHw+WXa6KYPj26icK6nsJVsSJ06QIjRsDixfDHH9rKuPVWTRhPPKGjeCefrEVuhgzRlUcbN/oduTGeCdV1atgQ/vIXv6NJfFWqaCdGtMcprEWRV6VL63y19u318e7d8Pnn2uKYPx+efVaTCkDduke7qs4/H6pV8y1sYyJp4UJYskTXT1hdp+gIBODOO3UqclpadM5piSJSihfXVTEXXqiP9+/XHUdCYxz//a8mD9AurVat4MILkVNO8S9mY/Jp7FgdZL3qKr8jSR6hRDFjRvS6+6zrySuFC0Pz5nDHHTBrlq7R+PprGDlSxzTmzIE+faj1zDN+R2pMnmzcCK+8AtddByVK+B1N8qhbF+rUiW73U0IliphemZ2SotNtBw3S/12//w433MApr76qGwsbE2deeEEbzlbXKfoCAf3Y+PPP6JwvoRJFXG2FKgKPPsrutDT9ShaLyc2YbBw6BOPG6bz+unX9jib5dOqktbXeeSc650uoRBF3UlP5X2hUasgQv6MxJmxvvQVr19qUWL80baoTMaPV/WSJwmfb69fXkakJE/zfGNeYMI0dC1Wr6rx+E30FCmir4u23Yd++KJzP+1OYE7rnHh2/GDDA1l2YmPfDDzoX4/rrra6TnwIB2LkTPvzQ+3NZoogFhQvDpEk6TjFggFWwNTFt3DhNEP36+R1JcmvTRmebRaMjwhJFBunpuoDIF2eeCcOH68a4L77oUxDG5Gz3bhg/XosUVK7sdzTJrUiRo3tUHD7s7bksUQTt3w+PPKILp++/X2cURN0tt2gAgwdrUUJjYsy0aTol0waxY0MgoDPtv/jC2/NYoggqXFgrcHTvDvfdpwunV62KchApKTqoffiw7k7v9dcEY3LBORgzBs44Q7/PGP+1bx+dPSosUWRQqhRMngxTpsB33+n48osvRnnIoFYtePJJXU0zalQUT2xMzr74Quth3nij1XWKFaVKQevWlih8cdVVsHSpJoprr9VWxtatUQygb1+tRDt0KPzvf1E8sTHZGzsWSpY8WnnfxIZAQHcY9PKjwhJFNqpX1y/1w4fD669rGeV586J0chF4/nlITYVrrrFd9YzvNm/Wupa9emmyMLEjtJbFy1bFCROFiKSIyGPehRC7UlJg2DD49FMoVkynow0dqgPfnqtUSechfvUVPPRQFE5oTPbGj9eFXVbXKfakpWmdUV8ThXPuENDSuxAix6uigOeeq32z/frpzKjmzbWp57muXaFnT/j3vzVhGOODQ4d0T+wLLtCBbBN7AgGdjLN5c2FPjh9u19PXIjJDRK4Rkc6hmycR5YOXRQFLlNDtJF5/XWeuNmqkm7V4PtA9apQWdenVC/bs8fhkxhxv9mxYvVoHsU1sCgT056eflvXk+OEmiqLAFqAN0DF46+BJRDHuiit0oLtlSxg4UP+CNm3y8IRlyuhKwBUr4K67PDyRMVkbO1YX14U+jEzsqVcPTjsNPvmknCfHDytROOd6Z3Hr40lEcaBKFf2W9eST+rNhQ/3pmUsu0a9zoWmzxkTJqlVaynrAAJ2vb2KTiBYJXLy4DNu3R/74YZX0EpF04LhOlmROFgUKaGXwNm10Om27drqg+pFHoGhRD074yCPw7ru6d8W33+r+k8Z4bNw4/bfev7/fkZgT6dcPypT5jqJFG0T82OF2Pc0C3grePgBOAnZGPJo41LAhfPmlJonQLqfffuvBiVJTdfWf7V1homTPHt3FLhDQkuImttWpA3/5yxYKezCeHW7X02sZblOAvwFNIh9OfCpWDEaM0Cb6pk2aLEaM8KACR7NmundFeroWDzTGQy+/DH/8YYPYJu8L7k4DKkQykETQtq22Ji69VL/0t2sH69dH+CShvSv697e9K4ynxo7VQdLWrf2OxPgtrEQhIjtEZHvoJzAT+Ke3ocWn8uX1y/64cbBgATRoEOEv/xn3rhg40PauMJ5YubIkX3yhVWKtrpMJt+uppHPupAw/T3fOveZ1cPFKRHf/WrxYS4EEAvp4164InSC0d8Ubb2jSMCbCpk+vcqSCjDHhtihERK4WkbuDj6uJyHnehhb/6tbVjZD++U947jk455wILrAO7V0xaJDucm9MhGzZAh9+WIFrrtHqpMaEO0YxFmgOXBV8vAMY40lECaZwYXj4Yd3XdvduLf/x0ENaFiFfbO8K45EJE2D//hSr62SOCDdRNHXO3QjsBXDObQW8KSqSoFq31hXdnTtrocE2bSLQEAjtXfHhhzB6dCTCNEkuVNepQYM/adjQ72hMrAg3URwQkRSCi+5EpDxgX2FzqUwZ3Upy4kQdv2jYEFatSs3fQUN7V/zzn7Z3hcmXfft08ehPP0GXLuv8DsfEkHATxUjgDaCCiAwHPgYe9CyqBCai9f2++UYfT5lSLf8HtL0rTD7t2AEdOujaif/8By64YLPfIZkYEs5+FAWAn4E7gIeA9UDAOfeKx7EltFq1dMn9vHkV8t8FZXtXmHzYvBkuukjLiKWnw+23+x2RiTXh7EdxGBjjnPufc26Mc260c25FFGLLNa/2o/DKoEH6MyLDC7Z3hcmDtWu1EvK33+ps6+uu8zsiE4vC7Xr6QES6iMT20hsv96PwQvXq0KrVJp59FnZGonKW7V1hcmH5cvjLX+D337XeZMeOfkdkYlW4ieJ64BVgX6YV2iafunVbx7ZtOiUx32zvChOmzz7TZTiHDsH8+XrfmOyEO0bR1jlXwDlXOOMK7SjEl/Dq199Os2bw1FMRWFsBtneFOaHZs3VMokwZ+OQTbBqsOaFwxyhskr6HbrlFpyTOmhWhAz7yiG53dd11eLKLiYlbU6dqF9Ppp2uSqFXL74hMPEioMYp41bkzVKumjYCIsL0rPHXwIPzxR/ytNx01StdJtGgB8+bpcJYx4cjNGMXL2BiFJwoW1I2PPvpIF+JFhO1d4Zl//xu6dm3OgAEe75ceIc5pdfrBg7VA5ezZVsPJ5E64iaIUcB3wQHBs4gzgEq+CSkb9+kGJEhFsVYDtXeGBgwe1wGO5cvtIT9cevhEjYned46FD8Pe/a3Lr2xdeecWjrXpNQgs3UYwBmgE9go93YOMWEVWqFPTpoyU+fvstQge1vSsi7t13dTOqm276kaVLoWlT7d07+2x4/32/ozvWvn3QvTs88wwMHaoJrmBBv6My8ciKAsaQm2/Wb4BjIlmXN+PeFePHW5XZfEpPh3LloHnzLdSrp90406fD3r064eyKK2DVKr+j1JIc7dvDq6/C44/rgn0bYTR5ZUUBY0itWtqHPG6cliSPmNDeFf36QZEikJYG550HnTppS+P++/Xr5qxZsGiRNmkOHoxgAIlhyxaYMUMXwBcqpK0zEf1j/O47ePBBbXHUrw//938R3KgqlzZtggsv1DGviRPh1lv9icMkjnAbopmLAnYF/s+zqJLYLbfol/8XX9TP8IhISdGvvdOmwa+/aiJYvx5Wr9adlbIakS1QACpUgMqV9ValytH7GR9XqgSFCkUo0Ng2dSrs36/bf2zdeuzvihbVuQO9emkh3+HDdRHlf/6j3T/R+ja/Zo3u2b52rf6Vd+gQnfOaxBZWonDOTRGRRcBFgKBFAWOy3lO8a9kSGjfWBXgDBujndUScfLJugJyV/fthwwZNHqEkErqFHi9erAPiWXVdlSuXZSKptG6dJqMTCedT9ESvSU3VBQKFvesRTU+HRo3grLN0emlWqlaFyZN1AHnwYJ2OOnYsjByp7/XSd99pkti9G957T/8tGRMJYQ9tOef+B9iGBx4T0a6Cnj21/7t9+yictHBhOOUUveXk4EFNFlklktBt2TItHnToEHWjEPox+vbVkuseWLpUc+WIEeG9vkUL+OILTS533qnJv39/eOABKF8+8vF9+qm2HooW1ZIcDRpE/hwmedkciBjUrRvccYdOlY1KoghXwYLacqhSJefXHT4Mmzfz2Ycf0qxZs5xfG85MrHBe88wz8OijcMEFui9HhKWnaw/bVVed+LUhKSk6LNS1qw4DjRql+z3cf7+2OCLVY/fOO9Cli7Zm3n0XataMzHGNCbFEEYMKFYKbbtJvokuXxmEtnuD4xt5KlaBGjeicc/hw+PxzHdhp3FhHlCNk/37tTrr8cu1ly63SpTXp9++vU2lvvlnz2ogRcPHF+YttyhSt1NKggbZAK1TI3/GMyUqkesBNhA0YAMWL61iFCUPBgjraXKKENskiOOXo7bd1c5/evfN3nPr1Yc4cHWTes0en03buDD//nLfjjRgBV1+tE9rmzbMkYbxjiSJGnXyyflOcMkXHmU0YKlfWP7AVK7RJFiHp6Xroyy7L/7FC02mXL9dG0Jw5UK8e3H13+LnNOa0iP2SIJpq334aTrJaz8ZAlihh2883a7fH0035HEkcuvlg/dSdMiMgmHxs2wFtv6bBHJFc1Fy0Kw4bBypU6vvDAA1C3rs5gzmlI5tAhuP56XbPRv7+OeVhJDuM1SxQx7PTTdSbL2LG68teE6Z57dMXZDTfonNF8mDxZP5y92iI0LU0bQQsW6GyoHj10PP7rr49/7d698Le/6drIYcN0nCMlxZu4jMnIEkWMu+UWXQ83ZYrfkcSRlBR46SXtj+nWLc/7zDqn3U5Nm2r3kJdatoQvv4Rnn9Wes8aNdVx+82b9/fbtOgPu9dd1YHz4cCvJYaLHEkWMu/BCXeD15JNW0y9XKlXSZLFypbYs8vCHt2iRNkjyO4gdrpQU7U76/ntdrPf881qd9vHH9d/BggVa49G2GDHRZokixoloq+K772KvOmnMa9MG7r1XP13T03P99vR07f/v3t2D2HJQpozOdlu6FJo0gdtv11bGm2/qLCdjoi2hEoWIdBSRZ7dt2+Z3KBHVvbvuRvbEE35HEofuuksHuG+8Eb79Nuy37d2rDZLOnf3b5Kd+fV1AN3u2luSKqcWXJqkkVKJwzs10zg0olWDbdxUpop9zs2frN0uTCykpOiJdurSOV+zYEdbb3nwT/vzTu0HscInotNyzzvI3DpPcEipRJLKBA7UbxBbg5UHFiroY74cfwt7AKT1dS1+1aROF+IyJcZYo4kT58jqX/8UXj86EMbnQurUWWXrppRMWDly3Trt8rr3Wpp8aA5Yo4sqQIdp3Pm6c35HEqWHDtA73oEHwzTfZvmzSJG10+N3tZEyssEQRR+rX1/7qMWN0P2STSwUKaBYoW1bHK7ZvP+4lobUTrVrBqaf6EKMxMcgSRZy59Vbd7uG///U7kjhVoYKOV/z0k1ZezDRe8emnOpQRrbUTxsQDSxRx5pJL4IwzbAFevrRqpcWV/vtfrYORQXq6bpbXtatPsRkTgyxRxBkRHatYsiT77ThNGP75T2jbVv8wg4WVdu3S3NGtm1YrN8YoSxRxqGdP3UDnySf9jiSOhcYrypU7Ml7x2mtaFsq6nYw5liWKOFSsmG6lOWuW9qebPCpXTpsQq1dDv35MmOA49VTdCMgYc5Qlijh1ww26ZeqIEX5HEudatIAHH+TnV75k7lzhuuusKqsxmVmiiFOVKsFVV+ng6x9/+B1NnLv9dibWfgDhML0aLfU7GmNijiWKODZkCOzerRvZmLw7TAEm7OvORUU+odrgKyDBikoak1+WKOLYWWdpLaJRo+DAAb+jiV/z5sGaX1LofWclWLsW+vSxucfGZGCJIs7deiv8+iu8+qrfkcSvCRO0lPgVd5wGDz2k28iNHu13WMbEDEsUca5dO6hTR/eqsC/Bubd9uybZ7t11Nhm33QYdO+rPL7/0OzxjYoIlijhXoADcfDN89RV88onf0cSfl1+GPXsyrJ0Q0SZG5crwt7/B1q1+hmdMTLBEkQB69dLtM20BXu6lp0PdunDeeRmePPlkXV+xbp1mEGuqmSRniSIBpKbqfjzTp8OqVX5HEz9WrtQigL17Z7F2olkzePRR3erOFquYJGeJIkHceKN2Q40c6Xck8WPCBN2Y6JprsnnBkCHQqRP84x/w+edRjMyY2GKJIkFUrQpXXgkvvGDLAMJx6JDuFti2rQ5HZElE+6bS0nS8wlY2miRliSKB3HKLFrV74QW/I4l9770Hv/0WRgHAMmV0xHv9et3yzsYrTBKyRJFAGjfWrRZGjoSDB/2OJralp+tGdx07hvHic8+Fxx6DmTN1HrIxScYSRYK55RZYswbeeMPvSGLXH3/owP9VV0HhwmG+adAg6NwZhg6FhQu9DM+YmGOJIsF07Ai1atlU2ZxMnQr79+dy3wkR7dM75RS48koK2kCQSSKWKBJMSoouwFu40CbqZCc9XetkNWqUyzeWLg2vvAIbNlD/gQdg40YvwjMm5liiSEC9e2vtImtVHO/bb2HRonzsYte4MYwZQ5nFi+HUU3Xv7V27IhqjMbHGEkUCKlkS+vfXGkZr1/odTWyZMEE3fOrZMx8H6dePL9LT4ZJL4O674bTT4PnnbQaBSViWKBLUoEH6c9Qof+OIJQcOwOTJ0KGD7oKaH3uqVdMqsx9/DDVqaGY+6yzdn9am0JoEY4kiQVWrBl266KZGO3f6HU1sePttHVbIc7dTVlq00GqMr72mmahjR7jwQqs8axKKJYoEduutuko7Pd3vSGJDejpUrKil2SNKRKfOfvcdjBkDy5drlcHu3eGnnyJ8MmOizxJFAmvaFJo3h6ee0pIVyWzjRnjrLa3rVLCgRycpVAhuuEGTw9136wK9evW0ZtTmzR6d1BjvWaJIcLfcohVlZ870OxJ/TZmiY80R7XbKTsmS8K9/wQ8/aNmPUaN0htTDD+vmF8bEGUsUCe6KK6B69eSeKuucdjuddx7Urx/FE1epAs8+q3NyW7eGO++E00/XqVfJ3sQzcSXmE4WI1BKRF0TEdoXOg4IFYfBgmD9f1w8ko8WL9bP6uut8CqB+fd3X4qOPNHn07q2r/WbPthlSJi54mihEZLyIbBSRZZmebysiK0XkRxEZmtMxnHOrnHN9vYwz0fXtCyVKJG+rIj0dihTRsWVftWoFn32m1Wh379ZR9Usu0UxmTAzzukUxAWib8QkRSQHGAO2A+kAPEakvIg1EZFamWwWP40sKpUrpNP8pU+C+++DwYb8jip69e+Gll7QLrkwZv6NBZ0h166Yzo0aOhG++0dXePXvC6tV+R2dMljxNFM65+UDm3V7OA34MthT2A9OATs65b51zHTLdrJhOhAwfDtdeC/ffr1P9t271O6LomDlTrzUqg9i5Ubiwror88UcYNkwX79WpA7fdZhskmZgjzuM+UhGpAcxyzp0ZfNwVaOuc6xd8fA3Q1Dl3UzbvLwsMBy4BnnfOPZTN6wYAAwAqVqzYeNq0aZG+FE/s3LmTEiVKROVczsGMGVUYPbo2FSrs4/77l1G7tnd1iqJ5bdkZOrQBq1alMnXqZ6SkRO64kb62Ips2USM9nUpz5nCweHHW9uzJr507czjsOuiRFQt/d16xa8vahRdeuMg51yTLXzrnPL0BNYBlGR53RT/wQ4+vAUZH8pyNGzd28WLu3LlRP+ennzpXpYpzxYo5N2mSd+fx49oyWrfOuQIFnLvrrsgf27NrW7rUufbtnQPnqlVz7sUXnTt0yJtz5cDvvzsv2bVlDfjKZfOZ6sesp1+BUzI8Tgs+Z6KkeXOdAXXuuboAbfBg3Z8h0UyapOMx117rdyS50KCBrgz84AMoXx569dIxjNdeg337/I7OJCk/EsWXwGkiUlNECgPdgRk+xJHUKlWC99/XRcOjRkGbNrotdKIIrZ1o2VKLu8adNm3giy90JH7bNujaFSpXhoEDtbaUTas1UeT19NipwEKgjoisE5G+zrmDwE3AHGAF8LJz7jsv4zBZK1RIp8y+9BJ8/TWcc45+BiWChQvh++9jcBA7NwoUgB499EJmz4b27bWZ1LIl1K4N996rg+HGeMzrWU89nHOVnXOFnHNpzrkXgs+/7Zw73Tl3qnNuuJcxmBPr0UOn96em6gLiUaPi/wvrhAlQvLjORI17BQvCZZdpjfTff4eJE3W/23//W5tLzZvD2LGwZYvfkZoEFfMrs3NDRDqKyLPbbD/jXGvQAL76Ctq21TGLXr10TVg82r0bpk3TJFGypN/RRFjJkvqX89578Msv8OijusPejTdq11QgYOMZJuISKlE452Y65waUKlXK71DiUunSWmni/vt1cV7z5vFZJfv112HHDh9LdkRL1arwj3/A0qWwZIlm+M8/1/GMSpXg+ut1Y6V4bx4a3yVUojD5V6AA3HOPTrxZuxaaNNENf+JJejrUrKkVM5LGWWfBY4/BunUwZ45u4zd5Mpx/vlauvecerWZrTB5YojBZatdOp9BWr66fOfffHx+lP1avhg8/1NZEgWT8152SApdeqoPeGzbAiy9qonjgAa1c26yZbq5k+2OYXEjG/0omTLVqwaefahmi++6DTp3gzz/9jipnEydqOaW4WjvhlRIldKFMxvGM3bvhppt0PKNTJxvPMGGxRGFyVLy4fikdNUpnaDZpol3isejwYU0UbdpoS8hkkHk84+abdV/vjOMZCxbYeIbJkiUKc0Ii+iV03jz9Qtqsma69iDXz58PPP8f52oloCI1n/PLLseMZrVppM/KeeygU601HE1UJlShseqy3WrTQcYtQVewhQ+DAAb+jOio9HU46SUuKmzBkNZ5x2mkwfDhNr75ay6DH0l+w8U1CJQqbHuu9ypV1sHjwYBgxAi66SNeA+W3HDnj1VbjySu0uM7kUGs94911Ytozt9epp91SjRlp3yiS1hEoUJjoKFdIkMXmyLtI75xwd9PZTaNM463aKgHr1WProozB9uv6hXnyxjmXYxkpJyxKFybOePbWmUrFiWvpjzBj/xkInTNB9f5o18+f8CUdEZ0UtX65Ta995B+rV0+lv8bpk3+RZQb8DMPHtrLO0VXH11Trg/cUXMG6cJo/82rVLu843bNDurZzu79oFDz+sn28mgooWhbvu0vnGd9yhC2rS0+Hxx6FLF/sDTxKWKEy+lSmjW47+61/6ObJ0qZbRyMru3cd/yGeXBHbuzPoY5cpBxYp6a9ZMf1atqjM8jUfS0nSq28CBOkDVrRtceKH2QTZo4Hd0xmOWKExEFCigvRJNmmjronFjOP/80xg9+tgP/x07sn7/ySfrdP6KFeG8844mgtBzoZ/ly+sYifFJq1Y69e2557Sl0agR3HCDfkMoU8bv6IxHEipRiEhHoGPt2rX9DiVpdeigXVE9e8LcuRVIS9MP+MaNj//QD90vXx582hra5EVKirYs/vY3rSE1Zoy2NoYPh379iOjm5CYmJFSicM7NBGY2adKkv9+xJLPatbWI6bx5n9C6dWu/wzFeOflkGD0aBgzQ7qiBA3WAatQo3VzJJAyb9WSMyZ+GDWHuXPjvf3XzpPPP1yblr7/6HZmJEEsUxpj8E9GuqBUr4O67tdhgnTrw0EOwd6/f0Zl8skRhjImc1FSd/rZihZYHGTYMzjxTp8VZwcG4ZYnCGBN5NWvqHOn33tOZCpdfDu3bw8qVfkdm8sAShTHGOxdfDN98A089pcv4zzxTy51v3+53ZCYXLFEYY7xVqJAWGPz+e9168PHHdbe9iRPjY9tEY4nCGBMlFSroQr0vvtCuqeuug+bN4f33dYbUwYN+R2iykVDrKGzBnTFxoEkT+OQTmDJF60ddcok+L6LJpHJlvVWpcvR+xseVKtkKzShLqERhC+6MiRMFCuj+F4GArsH47TdYv15voftLlmjdl6y6p8qVyzqJZH5ctGi0rywhJVSiMMbEmZIldUZUdg4dgo0bj08iGR8vX64FxbLquipd+rhEUn3zZt0fPFqKFdPdtFJT9ZbT/WLFYrIiryUKY0zsSkk52krIyeHDuio8q5ZJ6LZgAaxfT839+6MTe16IHE0e4SaX0P3UVMr//LOWTykY2Y92SxTGmPhXoIBWlyxfXjdJyY5zzPvww+jVIHMO9uzR+vq7duktr/fXrz/++Uyr3s8AXeQYYZYojDHJQ0RbKdGscFuypN68cOiQJoxgAvly3jzO9aAOvyUKY4yJVykpxySiXWvXenIaW0dhjDEmR5YojDHG5MgShTHGmBwlVKIQkY4i8uy2bdv8DsUYYxJGQiUK59xM59yAUqVK+R2KMcYkjIRKFMYYYyLPEoUxxpgciUvA7QlFZBOwxu84wlQO2Ox3EB6xa4tfiXx9dm1Zq+6cK5/VLxIyUcQTEfnKOdfE7zi8YNcWvxL5+uzacs+6nowxxuTIEoUxxpgcWaLw37N+B+Ahu7b4lcjXZ9eWSzZGYYwxJkfWojDGGJMjSxTGGGNyZInCByJyiojMFZHlIvKdiNzsd0yRJiIpIvK1iMzyO5ZIE5HSIvKqiPxPRFaISHO/Y4oUEbkl+G9ymYhMFZGifseUHyIyXkQ2isiyDM+dLCLvicgPwZ9l/Iwxr7K5tv8E/10uFZE3RKR0JM5licIfB4HbnHP1gWbAjSJS3+eYIu1mYIXfQXhkBDDbOVcXOIsEuU4RqQoMBpo4584EUoDu/kaVbxOAtpmeGwp84Jw7Dfgg+DgeTeD4a3sPONM51xD4HrgzEieyROED59x659zi4P0d6AdNVX+jihwRSQP+CjzvdyyRJiKlgFbACwDOuf3OuT99DSqyCgLFRKQgUBz4zed48sU5Nx/4I9PTnYCJwfsTgUA0Y4qUrK7NOfeuc+5g8OFnQFokzmWJwmciUgNoBHzucyiR9BRwB3DY5zi8UBPYBKQHu9aeF5FUv4OKBOfcr8BjwFpgPbDNOfeuv1F5oqJzbn3w/u9ART+D8VAf4J1IHMgShY9EpATwGjDEObfd73giQUQ6ABudc4v8jsUjBYFzgKedc42AXcRv18Uxgn31ndBkWAVIFZGr/Y3KW07XByTcGgERuQvt4p4SieNZovCJiBRCk8QU59zrfscTQS2Ay0VkNTANaCMik/0NKaLWAeucc6EW4Kto4kgEFwM/O+c2OecOAK8Df/E5Ji9sEJHKAMGfG32OJ6JE5DqgA9DTRWihnCUKH4iIoH3cK5xzT/gdTyQ55+50zqU552qgA6EfOucS5lupc+534BcRqRN86iJguY8hRdJaoJmIFA/+G72IBBmoz2QGcG3w/rXAmz7GElEi0hbt9r3cObc7Use1ROGPFsA16LftJcFbe7+DMmEbBEwRkaXA2cCD/oYTGcFW0qvAYuBb9PMhrstdiMhUYCFQR0TWiUhf4GHgEhH5AW1FPexnjHmVzbWNBkoC7wU/V8ZF5FxWwsMYY0xOrEVhjDEmR5YojDHG5MgShTHGmBxZojDGGJMjSxTG5IKIXCUi1fyOIzdE5DwRucDvOEz8skRhEpKI3Ccit0f4mH2BCs65tX6cPzdEZGeGh4uAbpmr3GZ6jTHZKuh3AMbEMhEpGCqy5px7we948sI5dwi4ye84TPyyFoVJGCJyl4h8LyIfA3UyPH+qiMwWkUUiskBE6mZ4/jMR+VZEHgh9wxaR1sHXzQCWB/fW+I+IfBms8399Ls8/T0SaBO+XC5Y3yfze1iLykYi8KSKrRORhEekpIl8E4zs1+LoaIvJhMI4PQt1gIlJTRBaGriXTsf+RIfb7s4n9hK8xycsShUkIItIYLRlyNtAeODfDr58FBjnnGgO3A2ODz48ARjjnGqA1nDI6B7jZOXc60BetpHpu8Lj9RaRmLs4frrOAgUA9dOX+6c6589By7YOCrxkFTAzuNzAFGJnhWp4OXkuoMioicilwOnAeWqX43MzjFcHXnBZ8zdlAYxFplYf4TYKyRGESxfnAG8653cFKvDPgSIXevwCviMgS4BmgcvA9zYFXgvdfynS8L5xzPwfvXwr0Cr7/c6As+sF6wvPn0pfBvUr2AT8BoRLf3wI1MsQcinUS0DJ4vwUwNcPzIZei1z8X3aSnClodlkyvuRT4Gi3fUTeL6zNJzMYoTKIrAPzpnDs7l+/bleG+oC2SOXmM4SBHv5TltLXovgz3D2d4fJjw/q9mVY9HgFHOuZxq/gjwkHPumTDOYZKQtShMopgPBESkmIiUBDoCBL/d/ywi3UAr94rIWcH3fAZ0Cd7PacvPOcDfg6XhEZHTs9isKMvzB60GGgfvd83T1R31aYZYewILgvc/yfR8xth7B1tWiEiaiFTIdMw5QJ8Mr6maxWtMErNEYRJCcGvZ/wLfoLt6fZnh1z2BviLyDfAdujkPwBDg1mAV2NrAtmwO/zxaSnyx6Eb2z5DpG/4Jzv8Ymmi+Bsrl8RJDBqEf/EvRcYybg8/fjO69/i0ZttUN7lD3ErAw+LtX0Oqi5PCaVzO/xiQ3qx5rkpaIFAf2OOeciHQHejjnOp3ofcYkGxujMMmsMTA6uEnPn+gew8aYTKxFYYwxJkc2RmGMMSZHliiMMcbkyBKFMcaYHFmiMMYYkyNLFMYYY3JkicIYY0yO/h89+AeDltqm4QAAAABJRU5ErkJggg==",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"main(degreMax=12, NbEx=20, sigma=0.5)"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 1\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 2\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 3\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 4\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 5\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 6\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 7\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 8\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 9\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 10\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 11\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Degre = 12\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Meilleur modèle -> degre = 6\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"main(degreMax=12, NbEx=20, sigma=0.2, ens=500)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 2. Modélisation par réseaux de neurones MLP\n",
"\n",
"On souhaite à nouveau trouver un modèle de prédiction à partir des observations. Cette fois-ci, on n'utilise pas de solution unique mais plutôt une convergence de solution sur une moyenne de plusieurs initialisation du réseau pour chaque niveau de complexité. On aurra cette fois, un problème de surapprentissage qui sera observé lorsque l'on entraîne notre modèle."
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"from matplotlib import cm\n",
"from mpl_toolkits.mplot3d import Axes3D\n",
"from matplotlib.ticker import LinearLocator, FormatStrFormatter\n",
"from sklearn.neural_network import MLPRegressor"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [],
"source": [
"def sinus_cardinal(x): \n",
" A = np.array([[1, 1], [-2, 1]])\n",
" b = np.array([0.2, -0.3])\n",
"\n",
" x = -np.pi + 2*x*np.pi\n",
" z = A.dot(x + b)\n",
" h = np.sqrt(np.transpose(z).dot(z))\n",
" if np.abs(h) < 0.001:\n",
" y = 1\n",
" else:\n",
" y = np.sin(h)/h\n",
" return y"
]
},
{
"cell_type": "code",
"execution_count": 50,
"metadata": {},
"outputs": [],
"source": [
"def plot_surf(figName, regr=None):\n",
" step_v = 0.005\n",
"\n",
" x1v = np.arange(0,1,step_v)\n",
" x2v = np.arange(0,1,step_v)\n",
" Xv, Yv = np.meshgrid(x1v, x2v)\n",
"\n",
" R = np.zeros(Xv.shape)\n",
" for i,x1 in enumerate(x1v):\n",
" for j,x2 in enumerate(x2v):\n",
" if not regr:\n",
" R[i,j] = sinus_cardinal(np.array([x1, x2]))\n",
" else:\n",
" R[i,j] = regr.predict(np.array([[x1,x2]]))[0]\n",
" \n",
" fig = plt.figure()\n",
" ax = plt.axes(projection='3d')\n",
"\n",
" # Plot the surface\n",
" surf = ax.plot_surface(Xv, Yv, R, cmap=cm.coolwarm, linewidth=0, antialiased=False)\n",
"\n",
" ax.set_zlim(-1.01, 1.01)\n",
" ax.zaxis.set_major_locator(LinearLocator(10))\n",
" ax.zaxis.set_major_formatter(FormatStrFormatter('%.02f'))\n",
"\n",
" fig.colorbar(surf, shrink=0.5, aspect=5)\n",
" plt.savefig(figName+'.png', dpi=300)\n",
" plt.show()\n",
" plt.close()"
]
},
{
"cell_type": "code",
"execution_count": 46,
"metadata": {},
"outputs": [],
"source": [
"def main(fileData):\n",
" # Chargement des données d'entrainement\n",
" with open(fileData, 'r') as f:\n",
" f.readline()\n",
" Xapp = np.loadtxt(f, delimiter = \";\", skiprows=1)\n",
" \n",
" Yapp = []\n",
" # print(sinus_cardinal(Xapp[0]))\n",
" for x in Xapp:\n",
" # print(x)\n",
" Yapp.append(sinus_cardinal(x))\n",
"\n",
"\n",
" regr = MLPRegressor(\n",
" hidden_layer_sizes=(32,32,32),\n",
" max_iter=1000,\n",
" verbose=True,\n",
" random_state=1,\n",
" tol=1e-6\n",
" ).fit(Xapp,Yapp)\n",
" \n",
" plot_surf(\"mlp_test\")\n",
"\n",
" plot_surf(\"mlp_pred\", regr=regr)"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [],
"source": [
"fileData = \"sinc_dim2_input.csv\""
]
},
{
"cell_type": "code",
"execution_count": 51,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Iteration 1, loss = 0.05740163\n",
"Iteration 2, loss = 0.05266336\n",
"Iteration 3, loss = 0.04870684\n",
"Iteration 4, loss = 0.04554897\n",
"Iteration 5, loss = 0.04298842\n",
"Iteration 6, loss = 0.04102289\n",
"Iteration 7, loss = 0.03967706\n",
"Iteration 8, loss = 0.03884706\n",
"Iteration 9, loss = 0.03842922\n",
"Iteration 10, loss = 0.03827398\n",
"Iteration 11, loss = 0.03823175\n",
"Iteration 12, loss = 0.03823855\n",
"Iteration 13, loss = 0.03821542\n",
"Iteration 14, loss = 0.03812472\n",
"Iteration 15, loss = 0.03796829\n",
"Iteration 16, loss = 0.03777099\n",
"Iteration 17, loss = 0.03753403\n",
"Iteration 18, loss = 0.03725668\n",
"Iteration 19, loss = 0.03698537\n",
"Iteration 20, loss = 0.03670326\n",
"Iteration 21, loss = 0.03646273\n",
"Iteration 22, loss = 0.03628747\n",
"Iteration 23, loss = 0.03616490\n",
"Iteration 24, loss = 0.03607125\n",
"Iteration 25, loss = 0.03598384\n",
"Iteration 26, loss = 0.03590608\n",
"Iteration 27, loss = 0.03583750\n",
"Iteration 28, loss = 0.03578035\n",
"Iteration 29, loss = 0.03572684\n",
"Iteration 30, loss = 0.03567354\n",
"Iteration 31, loss = 0.03560571\n",
"Iteration 32, loss = 0.03552475\n",
"Iteration 33, loss = 0.03543328\n",
"Iteration 34, loss = 0.03532988\n",
"Iteration 35, loss = 0.03521193\n",
"Iteration 36, loss = 0.03508008\n",
"Iteration 37, loss = 0.03493347\n",
"Iteration 38, loss = 0.03477282\n",
"Iteration 39, loss = 0.03460402\n",
"Iteration 40, loss = 0.03444860\n",
"Iteration 41, loss = 0.03430615\n",
"Iteration 42, loss = 0.03418290\n",
"Iteration 43, loss = 0.03407200\n",
"Iteration 44, loss = 0.03397403\n",
"Iteration 45, loss = 0.03386732\n",
"Iteration 46, loss = 0.03374848\n",
"Iteration 47, loss = 0.03361640\n",
"Iteration 48, loss = 0.03347746\n",
"Iteration 49, loss = 0.03335331\n",
"Iteration 50, loss = 0.03324367\n",
"Iteration 51, loss = 0.03313346\n",
"Iteration 52, loss = 0.03302073\n",
"Iteration 53, loss = 0.03290221\n",
"Iteration 54, loss = 0.03277717\n",
"Iteration 55, loss = 0.03264278\n",
"Iteration 56, loss = 0.03250400\n",
"Iteration 57, loss = 0.03236950\n",
"Iteration 58, loss = 0.03223926\n",
"Iteration 59, loss = 0.03211255\n",
"Iteration 60, loss = 0.03198813\n",
"Iteration 61, loss = 0.03186576\n",
"Iteration 62, loss = 0.03174014\n",
"Iteration 63, loss = 0.03161073\n",
"Iteration 64, loss = 0.03147959\n",
"Iteration 65, loss = 0.03134529\n",
"Iteration 66, loss = 0.03120728\n",
"Iteration 67, loss = 0.03106766\n",
"Iteration 68, loss = 0.03093437\n",
"Iteration 69, loss = 0.03080154\n",
"Iteration 70, loss = 0.03066901\n",
"Iteration 71, loss = 0.03053476\n",
"Iteration 72, loss = 0.03040142\n",
"Iteration 73, loss = 0.03026495\n",
"Iteration 74, loss = 0.03012527\n",
"Iteration 75, loss = 0.02998402\n",
"Iteration 76, loss = 0.02984238\n",
"Iteration 77, loss = 0.02970261\n",
"Iteration 78, loss = 0.02956367\n",
"Iteration 79, loss = 0.02942443\n",
"Iteration 80, loss = 0.02928540\n",
"Iteration 81, loss = 0.02914197\n",
"Iteration 82, loss = 0.02899609\n",
"Iteration 83, loss = 0.02884932\n",
"Iteration 84, loss = 0.02870217\n",
"Iteration 85, loss = 0.02855378\n",
"Iteration 86, loss = 0.02840348\n",
"Iteration 87, loss = 0.02825170\n",
"Iteration 88, loss = 0.02809726\n",
"Iteration 89, loss = 0.02794295\n",
"Iteration 90, loss = 0.02778718\n",
"Iteration 91, loss = 0.02763034\n",
"Iteration 92, loss = 0.02747079\n",
"Iteration 93, loss = 0.02731023\n",
"Iteration 94, loss = 0.02714905\n",
"Iteration 95, loss = 0.02698684\n",
"Iteration 96, loss = 0.02682147\n",
"Iteration 97, loss = 0.02665309\n",
"Iteration 98, loss = 0.02648336\n",
"Iteration 99, loss = 0.02631360\n",
"Iteration 100, loss = 0.02614681\n",
"Iteration 101, loss = 0.02597884\n",
"Iteration 102, loss = 0.02580967\n",
"Iteration 103, loss = 0.02563606\n",
"Iteration 104, loss = 0.02546296\n",
"Iteration 105, loss = 0.02528971\n",
"Iteration 106, loss = 0.02511409\n",
"Iteration 107, loss = 0.02493485\n",
"Iteration 108, loss = 0.02475519\n",
"Iteration 109, loss = 0.02457515\n",
"Iteration 110, loss = 0.02439186\n",
"Iteration 111, loss = 0.02420914\n",
"Iteration 112, loss = 0.02402564\n",
"Iteration 113, loss = 0.02383851\n",
"Iteration 114, loss = 0.02365114\n",
"Iteration 115, loss = 0.02346107\n",
"Iteration 116, loss = 0.02326692\n",
"Iteration 117, loss = 0.02307226\n",
"Iteration 118, loss = 0.02287828\n",
"Iteration 119, loss = 0.02268393\n",
"Iteration 120, loss = 0.02248483\n",
"Iteration 121, loss = 0.02228224\n",
"Iteration 122, loss = 0.02208278\n",
"Iteration 123, loss = 0.02188281\n",
"Iteration 124, loss = 0.02167925\n",
"Iteration 125, loss = 0.02147705\n",
"Iteration 126, loss = 0.02127666\n",
"Iteration 127, loss = 0.02107473\n",
"Iteration 128, loss = 0.02087318\n",
"Iteration 129, loss = 0.02067031\n",
"Iteration 130, loss = 0.02046491\n",
"Iteration 131, loss = 0.02026048\n",
"Iteration 132, loss = 0.02005549\n",
"Iteration 133, loss = 0.01984929\n",
"Iteration 134, loss = 0.01964350\n",
"Iteration 135, loss = 0.01943632\n",
"Iteration 136, loss = 0.01922900\n",
"Iteration 137, loss = 0.01902228\n",
"Iteration 138, loss = 0.01881514\n",
"Iteration 139, loss = 0.01860667\n",
"Iteration 140, loss = 0.01839877\n",
"Iteration 141, loss = 0.01819112\n",
"Iteration 142, loss = 0.01798198\n",
"Iteration 143, loss = 0.01777239\n",
"Iteration 144, loss = 0.01756298\n",
"Iteration 145, loss = 0.01735301\n",
"Iteration 146, loss = 0.01714276\n",
"Iteration 147, loss = 0.01693119\n",
"Iteration 148, loss = 0.01671911\n",
"Iteration 149, loss = 0.01650618\n",
"Iteration 150, loss = 0.01629211\n",
"Iteration 151, loss = 0.01607746\n",
"Iteration 152, loss = 0.01586293\n",
"Iteration 153, loss = 0.01564690\n",
"Iteration 154, loss = 0.01542983\n",
"Iteration 155, loss = 0.01521276\n",
"Iteration 156, loss = 0.01499634\n",
"Iteration 157, loss = 0.01477966\n",
"Iteration 158, loss = 0.01456259\n",
"Iteration 159, loss = 0.01434836\n",
"Iteration 160, loss = 0.01413316\n",
"Iteration 161, loss = 0.01391742\n",
"Iteration 162, loss = 0.01370211\n",
"Iteration 163, loss = 0.01348695\n",
"Iteration 164, loss = 0.01327205\n",
"Iteration 165, loss = 0.01305722\n",
"Iteration 166, loss = 0.01284279\n",
"Iteration 167, loss = 0.01263141\n",
"Iteration 168, loss = 0.01242085\n",
"Iteration 169, loss = 0.01221132\n",
"Iteration 170, loss = 0.01200266\n",
"Iteration 171, loss = 0.01179582\n",
"Iteration 172, loss = 0.01159065\n",
"Iteration 173, loss = 0.01138843\n",
"Iteration 174, loss = 0.01118885\n",
"Iteration 175, loss = 0.01099218\n",
"Iteration 176, loss = 0.01079844\n",
"Iteration 177, loss = 0.01060582\n",
"Iteration 178, loss = 0.01041679\n",
"Iteration 179, loss = 0.01022925\n",
"Iteration 180, loss = 0.01004503\n",
"Iteration 181, loss = 0.00986393\n",
"Iteration 182, loss = 0.00968419\n",
"Iteration 183, loss = 0.00950732\n",
"Iteration 184, loss = 0.00933157\n",
"Iteration 185, loss = 0.00915684\n",
"Iteration 186, loss = 0.00898463\n",
"Iteration 187, loss = 0.00881462\n",
"Iteration 188, loss = 0.00864618\n",
"Iteration 189, loss = 0.00847956\n",
"Iteration 190, loss = 0.00831674\n",
"Iteration 191, loss = 0.00815606\n",
"Iteration 192, loss = 0.00799826\n",
"Iteration 193, loss = 0.00784166\n",
"Iteration 194, loss = 0.00768737\n",
"Iteration 195, loss = 0.00753485\n",
"Iteration 196, loss = 0.00738511\n",
"Iteration 197, loss = 0.00723792\n",
"Iteration 198, loss = 0.00709304\n",
"Iteration 199, loss = 0.00695005\n",
"Iteration 200, loss = 0.00680929\n",
"Iteration 201, loss = 0.00667087\n",
"Iteration 202, loss = 0.00653432\n",
"Iteration 203, loss = 0.00640069\n",
"Iteration 204, loss = 0.00626987\n",
"Iteration 205, loss = 0.00614147\n",
"Iteration 206, loss = 0.00601563\n",
"Iteration 207, loss = 0.00589113\n",
"Iteration 208, loss = 0.00576870\n",
"Iteration 209, loss = 0.00564761\n",
"Iteration 210, loss = 0.00552923\n",
"Iteration 211, loss = 0.00541290\n",
"Iteration 212, loss = 0.00529728\n",
"Iteration 213, loss = 0.00518417\n",
"Iteration 214, loss = 0.00507285\n",
"Iteration 215, loss = 0.00496304\n",
"Iteration 216, loss = 0.00485573\n",
"Iteration 217, loss = 0.00475012\n",
"Iteration 218, loss = 0.00464693\n",
"Iteration 219, loss = 0.00454498\n",
"Iteration 220, loss = 0.00444332\n",
"Iteration 221, loss = 0.00434087\n",
"Iteration 222, loss = 0.00423986\n",
"Iteration 223, loss = 0.00414141\n",
"Iteration 224, loss = 0.00404754\n",
"Iteration 225, loss = 0.00395512\n",
"Iteration 226, loss = 0.00386445\n",
"Iteration 227, loss = 0.00377545\n",
"Iteration 228, loss = 0.00368840\n",
"Iteration 229, loss = 0.00360254\n",
"Iteration 230, loss = 0.00351762\n",
"Iteration 231, loss = 0.00343424\n",
"Iteration 232, loss = 0.00335217\n",
"Iteration 233, loss = 0.00327202\n",
"Iteration 234, loss = 0.00319276\n",
"Iteration 235, loss = 0.00311536\n",
"Iteration 236, loss = 0.00303993\n",
"Iteration 237, loss = 0.00296542\n",
"Iteration 238, loss = 0.00289213\n",
"Iteration 239, loss = 0.00281963\n",
"Iteration 240, loss = 0.00274876\n",
"Iteration 241, loss = 0.00267948\n",
"Iteration 242, loss = 0.00261159\n",
"Iteration 243, loss = 0.00254474\n",
"Iteration 244, loss = 0.00247911\n",
"Iteration 245, loss = 0.00241492\n",
"Iteration 246, loss = 0.00235198\n",
"Iteration 247, loss = 0.00229082\n",
"Iteration 248, loss = 0.00223059\n",
"Iteration 249, loss = 0.00217168\n",
"Iteration 250, loss = 0.00211463\n",
"Iteration 251, loss = 0.00205932\n",
"Iteration 252, loss = 0.00200522\n",
"Iteration 253, loss = 0.00195244\n",
"Iteration 254, loss = 0.00190136\n",
"Iteration 255, loss = 0.00185185\n",
"Iteration 256, loss = 0.00180353\n",
"Iteration 257, loss = 0.00175620\n",
"Iteration 258, loss = 0.00171043\n",
"Iteration 259, loss = 0.00166562\n",
"Iteration 260, loss = 0.00162212\n",
"Iteration 261, loss = 0.00158005\n",
"Iteration 262, loss = 0.00153929\n",
"Iteration 263, loss = 0.00149975\n",
"Iteration 264, loss = 0.00146165\n",
"Iteration 265, loss = 0.00142464\n",
"Iteration 266, loss = 0.00138884\n",
"Iteration 267, loss = 0.00135447\n",
"Iteration 268, loss = 0.00132126\n",
"Iteration 269, loss = 0.00128901\n",
"Iteration 270, loss = 0.00125807\n",
"Iteration 271, loss = 0.00122817\n",
"Iteration 272, loss = 0.00119922\n",
"Iteration 273, loss = 0.00117128\n",
"Iteration 274, loss = 0.00114446\n",
"Iteration 275, loss = 0.00111864\n",
"Iteration 276, loss = 0.00109372\n",
"Iteration 277, loss = 0.00106983\n",
"Iteration 278, loss = 0.00104678\n",
"Iteration 279, loss = 0.00102432\n",
"Iteration 280, loss = 0.00100245\n",
"Iteration 281, loss = 0.00098134\n",
"Iteration 282, loss = 0.00096083\n",
"Iteration 283, loss = 0.00094090\n",
"Iteration 284, loss = 0.00092156\n",
"Iteration 285, loss = 0.00090297\n",
"Iteration 286, loss = 0.00088503\n",
"Iteration 287, loss = 0.00086770\n",
"Iteration 288, loss = 0.00085102\n",
"Iteration 289, loss = 0.00083502\n",
"Iteration 290, loss = 0.00081947\n",
"Iteration 291, loss = 0.00080416\n",
"Iteration 292, loss = 0.00078920\n",
"Iteration 293, loss = 0.00077469\n",
"Iteration 294, loss = 0.00076102\n",
"Iteration 295, loss = 0.00074753\n",
"Iteration 296, loss = 0.00073436\n",
"Iteration 297, loss = 0.00072145\n",
"Iteration 298, loss = 0.00070890\n",
"Iteration 299, loss = 0.00069662\n",
"Iteration 300, loss = 0.00068482\n",
"Iteration 301, loss = 0.00067342\n",
"Iteration 302, loss = 0.00066228\n",
"Iteration 303, loss = 0.00065124\n",
"Iteration 304, loss = 0.00064037\n",
"Iteration 305, loss = 0.00062984\n",
"Iteration 306, loss = 0.00061982\n",
"Iteration 307, loss = 0.00060976\n",
"Iteration 308, loss = 0.00059919\n",
"Iteration 309, loss = 0.00058885\n",
"Iteration 310, loss = 0.00057887\n",
"Iteration 311, loss = 0.00056909\n",
"Iteration 312, loss = 0.00055991\n",
"Iteration 313, loss = 0.00055114\n",
"Iteration 314, loss = 0.00054308\n",
"Iteration 315, loss = 0.00053540\n",
"Iteration 316, loss = 0.00052808\n",
"Iteration 317, loss = 0.00052104\n",
"Iteration 318, loss = 0.00051396\n",
"Iteration 319, loss = 0.00050672\n",
"Iteration 320, loss = 0.00049972\n",
"Iteration 321, loss = 0.00049286\n",
"Iteration 322, loss = 0.00048608\n",
"Iteration 323, loss = 0.00047968\n",
"Iteration 324, loss = 0.00047345\n",
"Iteration 325, loss = 0.00046761\n",
"Iteration 326, loss = 0.00046203\n",
"Iteration 327, loss = 0.00045663\n",
"Iteration 328, loss = 0.00045150\n",
"Iteration 329, loss = 0.00044659\n",
"Iteration 330, loss = 0.00044193\n",
"Iteration 331, loss = 0.00043743\n",
"Iteration 332, loss = 0.00043310\n",
"Iteration 333, loss = 0.00042891\n",
"Iteration 334, loss = 0.00042488\n",
"Iteration 335, loss = 0.00042095\n",
"Iteration 336, loss = 0.00041719\n",
"Iteration 337, loss = 0.00041305\n",
"Iteration 338, loss = 0.00040778\n",
"Iteration 339, loss = 0.00040204\n",
"Iteration 340, loss = 0.00039653\n",
"Iteration 341, loss = 0.00039127\n",
"Iteration 342, loss = 0.00038655\n",
"Iteration 343, loss = 0.00038233\n",
"Iteration 344, loss = 0.00037856\n",
"Iteration 345, loss = 0.00037487\n",
"Iteration 346, loss = 0.00037115\n",
"Iteration 347, loss = 0.00036756\n",
"Iteration 348, loss = 0.00036376\n",
"Iteration 349, loss = 0.00036013\n",
"Iteration 350, loss = 0.00035658\n",
"Iteration 351, loss = 0.00035315\n",
"Iteration 352, loss = 0.00034995\n",
"Iteration 353, loss = 0.00034687\n",
"Iteration 354, loss = 0.00034404\n",
"Iteration 355, loss = 0.00034128\n",
"Iteration 356, loss = 0.00033861\n",
"Iteration 357, loss = 0.00033601\n",
"Iteration 358, loss = 0.00033346\n",
"Iteration 359, loss = 0.00033030\n",
"Iteration 360, loss = 0.00032703\n",
"Iteration 361, loss = 0.00032371\n",
"Iteration 362, loss = 0.00032051\n",
"Iteration 363, loss = 0.00031762\n",
"Iteration 364, loss = 0.00031487\n",
"Iteration 365, loss = 0.00031223\n",
"Iteration 366, loss = 0.00030976\n",
"Iteration 367, loss = 0.00030732\n",
"Iteration 368, loss = 0.00030495\n",
"Iteration 369, loss = 0.00030253\n",
"Iteration 370, loss = 0.00030017\n",
"Iteration 371, loss = 0.00029792\n",
"Iteration 372, loss = 0.00029572\n",
"Iteration 373, loss = 0.00029366\n",
"Iteration 374, loss = 0.00029167\n",
"Iteration 375, loss = 0.00028974\n",
"Iteration 376, loss = 0.00028790\n",
"Iteration 377, loss = 0.00028609\n",
"Iteration 378, loss = 0.00028436\n",
"Iteration 379, loss = 0.00028269\n",
"Iteration 380, loss = 0.00028102\n",
"Iteration 381, loss = 0.00027934\n",
"Iteration 382, loss = 0.00027768\n",
"Iteration 383, loss = 0.00027606\n",
"Iteration 384, loss = 0.00027447\n",
"Iteration 385, loss = 0.00027295\n",
"Iteration 386, loss = 0.00027149\n",
"Iteration 387, loss = 0.00027004\n",
"Iteration 388, loss = 0.00026855\n",
"Iteration 389, loss = 0.00026701\n",
"Iteration 390, loss = 0.00026541\n",
"Iteration 391, loss = 0.00026383\n",
"Iteration 392, loss = 0.00026226\n",
"Iteration 393, loss = 0.00026068\n",
"Iteration 394, loss = 0.00025910\n",
"Iteration 395, loss = 0.00025756\n",
"Iteration 396, loss = 0.00025604\n",
"Iteration 397, loss = 0.00025451\n",
"Iteration 398, loss = 0.00025303\n",
"Iteration 399, loss = 0.00025155\n",
"Iteration 400, loss = 0.00025009\n",
"Iteration 401, loss = 0.00024865\n",
"Iteration 402, loss = 0.00024802\n",
"Iteration 403, loss = 0.00024715\n",
"Iteration 404, loss = 0.00024605\n",
"Iteration 405, loss = 0.00024479\n",
"Iteration 406, loss = 0.00024344\n",
"Iteration 407, loss = 0.00024209\n",
"Iteration 408, loss = 0.00024125\n",
"Iteration 409, loss = 0.00024027\n",
"Iteration 410, loss = 0.00023917\n",
"Iteration 411, loss = 0.00023796\n",
"Iteration 412, loss = 0.00023702\n",
"Iteration 413, loss = 0.00023613\n",
"Iteration 414, loss = 0.00023512\n",
"Iteration 415, loss = 0.00023395\n",
"Iteration 416, loss = 0.00023320\n",
"Iteration 417, loss = 0.00023240\n",
"Iteration 418, loss = 0.00023154\n",
"Iteration 419, loss = 0.00023064\n",
"Iteration 420, loss = 0.00022970\n",
"Iteration 421, loss = 0.00022873\n",
"Iteration 422, loss = 0.00022783\n",
"Iteration 423, loss = 0.00022703\n",
"Iteration 424, loss = 0.00022610\n",
"Iteration 425, loss = 0.00022524\n",
"Iteration 426, loss = 0.00022450\n",
"Training loss did not improve more than tol=0.000001 for 10 consecutive epochs. Stopping.\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"main(fileData=fileData)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3.9.4 64-bit",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.4 (tags/v3.9.4:1f2e308, Apr 6 2021, 13:40:21) [MSC v.1928 64 bit (AMD64)]"
},
"orig_nbformat": 4,
"vscode": {
"interpreter": {
"hash": "2ef431f6525756fa8a44688585fa332ef3b2e5fcfe8fe75df35bbf7028a8b511"
}
}
},
"nbformat": 4,
"nbformat_minor": 2
}