{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Liquid/liquid equilibrium : ternary diagram and extraction\n", "\n", "\n", "**Merci d'enregistrer le fichier sous votre propre nom de fichier avant les premières modifications.**\n", "\n", "Ce code permet de tracer l'équilibre déterminer en TP L3 PPC puis de tracer les conodales et de calculer les extractions successives.\n", "\n", "The code allow to create the ternary diagram (in weight %) for the isopropyl ether (diluant D), acetic acid (solute A) and water (solvent S). It plots the binodal curve and the tie lines (conodales in French). It is then possible to calculate the extraction for a given mixture i.e. the composition and the weight of the extract and the rafinate phases. \n", "\n", "Pour tracer les données expérimentales sur le diagramme ternaire :\n", "- vous devez introduire le volume d'acide en mL qui vous a permis de trouver le point de la binodale en ligne 21\n", "```python\n", "v_aa=XX #ml\n", "```\n", "- introduire les calculs permettant d'en déduire le fraction massique en acide (ligne 26) et en eau (ligne 27) pour ce point. Des calculs intermédiaires du volume d'acide en L et de la masse en acide en g doivent vous aider.\n", "- vous devez ensuite introduire les fractions massiques en acide acétique pour les mélanges 2, 3 et 4 dans la ligne 32 pour la phase aqueuse (solvant) et dans la ligne 34 pour la phase organique (diluant). Ces fractions massiques seront à determiner à partir du volume de NaOH ayant permis la titration par le dosage acido-basique. Vous pouvez faire les calculs intermédiaires sur papier ou sous forme de lignes de codes. \n", "```python\n", "myxA_SP=np.array([20, 30, 40])\n", "```\n", "correspondra alors au trois valeurs de fraction massique dans la phase solvant (phase lourde aqueuse) en équilibre avec les trois valeurs de fraction massique dans la phase diluant (phase légère organique) :\n", "```python\n", "myxA_DP=np.array([10, 20, 30])\n", "```\n", "\n", "- vous devrez ensuite ajuster (par itérations manuelles) la fraction massique en eau pour que les point correspondants aux fractiosn massique d'acide que vous avez introduites précédemment se retrouvent sur la binodale (ligne 33 et 35)\n", "- vous devez ensuite exécuter la cellule pour voir apparaître vos points expérimentaux sur le diagramme ternaire qui comportent déjà les points complémentaires donnés dans le cahier (ligne 15 à 18) \n" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "#S for solvent (water), A for solute (acetic adic) and D for diluant (diisopropyl ether)\n", "#SP for solvent phase DP for diluant phase\n", "\n", "rho_aa=1049.2 #kg/m3\n", "rho_w=9982.3 #kg/m3\n", "rho_et=7241 #kg/m3\n", "M_aa=60.05 #kg/m3\n", "M_w=18.015 #kg/m3\n", "M_et=102.18 #kg/m3\n", "\n", "# Equilibrium data \n", "xA_SP=np.array([0.69, 1.41,2.89,6.42,13.3,25.5,36.7,44.3,46.4])\n", "xS_SP=np.array([98.1 , 97.1,95.5,91.7,84.4,71.1,58.9,45.1,37.1])\n", "xA_DP=np.array([0.18, 0.37,0.79,1.93,4.82,11.4,21.6,31.1,36.2])\n", "xS_DP=np.array([0.5,0.7,0.8,1,1.9,3.9,6.9,10.8,15.1])\n", "\n", "#ENTER your binodale point (composition in acid, myxA, and mass fraction in Water, myxS)\n", "v_aa=XX #ml\n", "v_aaLXX #L\n", "\n", "#ENTRER LES FORMULES POUR CALCULER LA FRACTION MASSIQUE EN AA et en W\n", "m_aa=rXX #g\n", "x_aa_binXX\n", "x_w_bin=XX\n", "\n", "myxA=np.array([100*x_aa_bin])\n", "myxS=np.array([100*x_w_bin])\n", "#ENTER your 3 tie lines (conodales in French) points\n", "myxA_SP=np.array([20, 30, 40])\n", "myxS_SP=np.array([70, 60, 50]) #à déterminer manuellement pour que le point soit sur la binodale\n", "myxA_DP=np.array([10, 20, 30])\n", "myxS_DP=np.array([5, 5, 5]) #à déterminer manuellement pour que le point soit sur la binodale\n", "\n", "\n", "#functions to change the coordinate from x,y plot to a ternary diagram\n", "def tri(xA,xS):\n", " X=xS+xA/2\n", " Y=xA*np.sqrt(3)/2\n", " return X,Y\n", "def detri(X,Y):\n", " xA=Y*2/np.sqrt(3)\n", " xS=X-xA/2\n", " return xA,xS\n", "#calcul of the position of data point in the x,y plot\n", "XSP,YSP=tri(xA_SP,xS_SP)\n", "XDP,YDP=tri(xA_DP,xS_DP)\n", "myX,myY=tri(myxA, myxS)\n", "myXSP,myYSP=tri(myxA_SP, myxS_SP)\n", "myXDP,myYDP=tri(myxA_DP, myxS_DP)\n", "\n", "#plot of ternary diagram\n", "def ter_diag():\n", " #Coordinates of based line\n", " xA_line=np.array([100, 0,0,100])\n", " xS_line=np.array([0,100,0,0])\n", " #Coordinates of intermediate line\n", " xA_uline=np.array([80, 80, 0,20,20, 0,80,60,60,0,40,40,0,60])\n", " xS_uline=np.array([0, 20,20,0 ,80,80, 0,0,40,40,0,60,60,0])\n", " #plot\n", " bbox_props = dict(boxstyle=\"round,pad=0.3\", fc=\"white\", ec=\"white\", lw=1)\n", " fig, ax = plt.subplots(figsize = (12, 12)) \n", " plt.plot(XSP,YSP,color='green', marker='o', linestyle='dashed')\n", " plt.plot(XDP,YDP,color='red', marker='o', linestyle='dashed')\n", "\n", " X,Y=tri(xA_uline,xS_uline)\n", " plt.plot(X,Y,'--', color='silver')\n", " X,Y=tri(xA_line,xS_line)\n", " plt.plot(X,Y)\n", " for i in range(len(xA_SP)):\n", " X=np.array([XSP[i],XDP[i]])\n", " Y=np.array([YSP[i],YDP[i]])\n", " plt.plot(X,Y, color='grey') \n", " ax.axis(\"off\")\n", " plt.text(-5, 0, \"D (Eth)\", ha=\"center\", va=\"center\", size=20, bbox=bbox_props)\n", " plt.text(105, 0, \"S (W)\", ha=\"center\", va=\"center\", size=20, bbox=bbox_props)\n", " plt.text(50, 90, \"A (AA)\", ha=\"center\", va=\"center\", size=20, bbox=bbox_props)\n", " return\n", "\n", "ter_diag()\n", "\n", "plt.plot(myX,myY,color='blue', marker='o')\n", "for i in range(len(myxA_SP)):\n", " X=np.array([myXSP[i],myXDP[i]])\n", " Y=np.array([myYSP[i],myYDP[i]])\n", " plt.plot(X,Y, color='blue') \n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# 1 stage extraction\n", "\n", "You will use this part of the code to determine from the liquid-liquid equilibrium (determined above) the extraction of a feed (diluant and solute) with a solvent. You will have to give the corresponding mass and the code will calculate and plot the extraction.\n", "\n", "Pour tracer la construction graphique pour l'extraction simple sur le diagramme ternaire :\n", "- vous devez introduire les masses en acide, en diluant et en solvant dans les premières lignes du code\n", "- executer la cellule \n" ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The mixture will lead to 2 phases and the mixure is located between the tie lines 5 and 6\n" ] }, { "data": { "image/png": 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+56e6uM4jIlKMVKiLiDgQNw0aTdREaJrjOK1VCfQGznUdRESkGKlQFxFx41ii5kEj42ZCBScMkv8G/gZc4vmp9VznEREpNirURURyLG4WNJKoedDDjuO01QhgA2Co6yAiIsVGhbqISO6dCGwNjIibCBWsMEi+StSx9ELPT23gOo+ISDFRoS4ikkOen2pPtLb7JeCvjuNkykigG3Ch6yAiIsVEhbqISG6dCmwBVMbbHBa8MEi+RXRD7AWen9rQdR4RkWKhQl1EJEfi5kBXAM8TNQ0qJqOATsCljnOIiBQNFeoiIrlzBlGToCuKZTa9ThgkZxE1bTrH81Mbu84jIlIMVKiLiORA3BToMuDpuFlQMRoDVADDXQcRESkGKtRFRHLjXKLmQJWug2RLGCQ/Au4FTvf81Oau84iIFDoV6iIiWRY3A7oE+FsYJP/lOk+WjY0fL3eaQkSkCKhQFxHJvqFETYFGuA6SbWGQ/AQYB5zi+aktXecRESlkKtRFRLLI81PrA78DHombA5WCq4DVlMALExGRbFKhLiKSXRcC6xE1BSoJYZD8HLgD+K3np7ZznUdEpFCpUBcRyZK4+c9Q4I9xU6BScg2wjGh/dRERaQUV6iIi2XMJUROgUY5z5FwYJOcAtwBHe35qgOs8IiKFSIW6iEgWxE1/zgUmh0Fypus8jtwALAJGuw4iIlKIVKiLiGTHZUTNf8a4DuJKGCS/ISrWj/D81K6u84iIFBoV6iIiGeb5qc2AM4B7wyD5oes8jt0MfEMJv2AREWktFeoiIpl3Rfw4dq1HlYAwSC4ErgOSnp/ay3UeEZFCokJdRCSD4iY/pwDj4uY/ArcBX6FZdRGRFlGhLiKSWSOImv1c5TpIvgiD5BIgAA7w/JRxnUdEpFCoUBcRyZC4uc9vgd/HTX/kO3cBnwFVnp9KuA4jIlIIVKiLiGTOSKImP9e4DpJvwiC5DLgS2Ac4wHEcEZGCoEJdRCQDPD/VHzgGuDUMkl+5zpOn/gB8AozVrLqIyLqpUBcRyYzRRM19rncdJF+FQXIF0Q2lewJJx3FERPKeCnURkTaKm/kcCdwYN/mRpt0PfEi0Vl2/g0RE1kI/JEVE2m4MMI+ouY+sRRgkVxG9+/BD4AjHcURE8poKdRGRNvD81I+JlnFcGwbJBa7zFIgpwExgtOenyl2HERHJVyrURUTapgqYA9zuOkihCINkDdEOOTsCRzuOIyKSt1Soi4i0Uty85wDg6jBILnadp8A8BLwJjPL8VIXrMCIi+UiFuohIK8TbC1YRNfG5y3GcghMGyVqiLq7bEDWJEhGRBlSoi4i0zgFEzXuuipv5SMs9BrwCjPD8VHvXYURE8o0KdRGRFqo3m/4JMMFxnIIVBsk0UAl4wMlu04iI5B8V6iIiLZcEfgRUxU18pPWeAF4AKj0/1dF1GBGRfKJCXUSkBeLZ9DFETXsmOo5T8OJZ9SuATYDTHccREckrKtRFRFrmCGAXYHTcvEfaKAySzwLPAsM9P9XZdR4RkXyhQl1EpJni5jxjiJr1THEcp9hUAn2Ac1wHERHJFyrURUSa7yiiJj0j46Y9kiFhkPw/4B/ApZ6f6uY6j4hIPlChLiLSDHFTntFETXoechynWI0AegIXuA4iIpIPVKiLiDTPCUTNeUbGzXokw8Ig+TLR3uoXen6qh+s8IiKuqVAXEVmHuBnPCOBV4FHHcYrdCKAH8DvXQUREXFOhLiKybicD/YDKeDtByZIwSP4H+BMwzPNTvVznERFxSYW6iMhaxE14riBqyvMPx3FKxUigM3Cx6yAiIi6pUBcRWbvTgU3RbHrOhEHyXaLtL8/z/NRGrvOIiLiiQl1EpAlx853hwPQwSD7jOk+JGQ20B3zXQUREXFGhLiLStLOJmvBUug5SasIg+QFwH3Cm56c2dRxHRMQJFeoiIo2Im+74wBNhkHzedZ4SVUX0e+py10FERFxQoS4i0rjziZrvaDbdkTBI/hcYD5zq+al+rvOIiOSaCnURkQbiZjsXAY/FTXjEnauAWvSCSURKkAp1EZHv+x1R050RroOUujBIzgbuBE70/NQ2rvOIiOSSCnURkXriJjtDgT/FzXfEvQBYQbS/uohIyVChLiKypouBrsAoxzkkFgbJL4HbgOM8P7Wj6zwiIrmiQl1EJBY31zkPeCAMku+4ziNruA5YjF5AiUgJUaEuIvIdn6jJzmjXQWRNYZD8GrgJ+LXnp37oOo+ISC6oUBcRAeKmOmcCE+NmO5J/bgLmA2NcBxERyQUV6iIikeFEPxOrXAeRxoVBcj7REphDPT+1p+s8IiLZpkJdREqe56c84DRgQhgkQ7dpZB1uBeaiF1QiUgJUqIuIRM10aoErXQeRtQuD5GKi7RoHen7qp67ziIhkkwp1ESlpcROdk4A74+Y6kv/uBL4Axnp+KuE6jIhItqhQF5FSN5KomU7gOog0TxgklwJXAQbY33EcEZGsUaEuIiXL81M/AI4Dboub6kjhGAd8ClRpVl1EipUKdREpZaOJmuhc5zqItEwYJFcAY4G9gIMcxxERyQoV6iJSkuKmOb8Gbo6b6UjhuRf4GBijWXURKUYq1EWkVI0map5zo+sg0jphkFxF9Pe4G/Arx3FERDJOhbqIlJy4Wc5hwPVxEx0pXA8A7xGtVdfvNBEpKvqhJiKlaAxR05xbXQeRtgmD5GqinXv6A79xHEdEJKNUqItISYmb5PwCuCYMkotc55GM+CMwAxjt+akK12FERDJFhbqIlJoqomY5v3cdRDIjDJK1RLPq2xFttykiUhRUqItIyfD81P7AvsBVcdMcKR6PAK8DIz0/1c51GBGRTNBbhCJSEuLt+8YC/9u9T/k91tpvf/4ZY1YDWGvLge9t85fB8UZ/5q5jPG2Mqcn2uLU2AZS3YrzWGFObg/EyGp9cqjXG1E48qGvitCcWj1xVy2PAYGB8I8eKiBQUzaiLSEkwm1ZcCuw1eMcOm563a6fFwKr4Y0W9w+6u9/W6j/p7rE9pZDysN/54I+Nv1Rt/tpHxF+qNv9zIeHW98ZmNjD9cb3x2I+MT640vbGT89nisrJGxVcDV8fh6TYxfHo9v0sT4BfH49k2MnxKP79HEeN0Novs1Mf7LePzQ8QO7PLZVjzLWa5+41fNTHRARKXCaUReRojd0QnXig/m1lRt2SrDPphUAlfWG0/U+/wtrFt6wZiE/jTULb4D6N6ROYs3CG9Ys9CcATzQY/6ze578H+jQYr5/nJmD9BuPv1fs8ALo0GJ9R7/MxfP/n/mvxY5o1/7vU+Vf8uKKJcRs/LmxivO6/x5wmxl+NH2c3MV6X/6Mmxuu+/5mJROKOQdu0P+fal5d3BIbw3YsQEZGClEin0+s+SkSkgJ18xxNXP/vpav/Y7du/98t+7R8ERhtj9MOvyFhrb0mn0+ec8eSSV1fUsBmwVRgkl7nOJSLSWppRF5Gi5vmpsh4dEqdu2Cmxcunq9E7GmBXrfpYUqCcSicQXK2r4P6KZ/rNQ51kRKWCaUReRoub5qaOBqd3acfJbVcn74psWjwBCY8xr63i6FCjPT1UDuwD9wiC52HUeEZHW0M2kIlK0Truzun1FGVcDMxat4v74y52Bu4jWc0sRsNb2s9aOtdZ2r/flSqAXcJ6jWCIibaZCXUSK1oqa9K2ra+m3S+/ySXFTHIwxS4iK9AOttT9zm1AyZARwEdC17gthkHwR+Ctwseenujf1RBGRfKZCXUSK0gUTqju9M7fm1L5dEsu2WK/sugbDdwKfA2PjpTBSoKy12wInAr83xsxuMDyCaJecYTkPJiKSASrURaQofb0sfefXy9MVO/SsuPbm0waucTOOMWYZcBWwD3CAk4CSKSOB5TSylCkMkq8DfwaGeX6qZ66DiYi0lQp1ESk6F4yv7jZjbs0Jm3YrW9ytPaObOGw88BygxjgFylrbHzgWuNUY81UTh40EuhEtjRERKSgq1EWk6Mz8pmbU/BXp8u3WLx/bcDa9jjFmhTHmZ8aYv+Y6n2TMKuAh4PqmDgiD5NvAVOB8z0/1zlUwEZFM0D7qIlJUPD/VCTi2IsG/urXn2nUdb63tCBwN3K8mSIXFGDMLOKoZh44i+ju+FLgwm5lERDJJM+oiUlR6dkz4wMar0/hNzaY3cCRwH9He6lIgrLXDrLVbNefYMEi+B9wPnO35qb7ZTSYikjkq1EWkaJw/vrrPipp05SZdy8IwSP6zmU+bBswCxlhry7MYTzLEWvsjoo6jR7fgaWOI3kUenpVQIiJZoEJdRIrGl0vTExevItG/V3lVc59jjKkhuuFwR5q3jELcqwLmArc29wlhkPwY+ANwuuentshWMBGRTFKhLiJF4fzx1Zu9NWf1wK17lH1195kD72nh0/8EvAWMstbq3p08FjepOhAIjDGLW/j0K4E0cEXGg4mIZIEKdREpCp8vSU9cuprEVj3KW9zcxhhTS9Qc5xtAO4Pkqbg5VRXwBVHTqhYJg+SnwF3AyZ6f2jrD8UREMk6FuogUvD1G/63XW3NWm+3WL/vs7jMHTmnlaR4F9jbGfJbJbJJR7YAZwGhjzNJWnuNqYCXRCzMRkbyWSKe1G5mIFDbPT10F+Lv1Kd//z8N+Ob0t57LW9ga2Nsa8kJFwknc8P3Ut0TaN/cMg+a7rPCIiTdGMuogUtN/c/A8PuACY2tYiPTYFmBbvry55wlq7t7V2nwyd7lpgKdH+6iIieUuFuogUtNW1PJSAzn06J67O0CmvBjYFTs/Q+aSN4rXptwP3ZeJm3zBIzgVuAY7y/NRObT2fiEi2qFAXkYJ17rjqXWbMrdltx17lH7w44uC3MnTaZwALDLfWds7QOaVtjgB2IVqbvjpD57wBWACMztD5REQyToW6iBSsTxfVTqxNg7de2amZOqcxJg1UAn2AczJ1Xmkda20ZUTE9C3ggU+cNg+Q8omL9cM9P7Z6p84qIZJIKdREpSOeMq957xtyaATv2Kn/39tMHNrcLabMYY54D/gH0y+R5pVWOAvoDI+PmVJl0C/A1UddSEZG8o0JdRArSh/Nrbk8Am3UrG5ylSxxmjDk7S+eW5usITCdqSpVRYZBcSHRj6UGen9o70+cXEWkrbc8oIgXH81NbAbN6dUr86ZWRBx+bzWtZa3cEZhtj5mfzOtI0a20iXpKUcZ6f6gJ8BMwIg+TPs3ENEZHW0oy6iBScsgSjgJVzl6V/l83rWGs3A/4DtLjbqbSNtbadtfbX1trybBXpAGGQXAJcBezv+an9snUdEZHWUKEuIgXlrLurD0qnOWHTbmWPh0Hy82xeyxjzKfAIMMxa2zOb15LvOZlouUsuiue7gdlAleenEjm4nohIs6hQF5GCEi6ovat9OeyyYfnIHF1yFNAVuDhH1yt5cbOpSuDfwNPZvl4YJJcDY4GfAAOzfT0RkeZSoS4iBePMu6oHvftNzeYDepX/322nD5yZi2saY94m6lZ6nrW2Ty6uKQwhajpVmc1lLw3cA4TAWM2qi0i+UKEuIgXjowU1t3WqgI27lp2Q40uPBmqAH+X4uiUnbjI1nKjpVNZn0+uEQXIlUAXsDhyaq+uKiKyNCnURKQgn3PbEEe/Nq914QK+KZ24bMjDM5bWNMe8DmxhjHsvldUvUFsAicjubXud+4ANgjOen9PtRRJzTDyIRKQjPz149pCzBwo26JE50cX1jzCJrbcJau72L65cKY8y7wA5x06mcCoPkaqJ7EnYGBuX6+iIiDalQF5G8t/Vlqb2Bg2rTXHXrkIGzHUa5EHjTWruFwwxFy1q7l7W2SxY6kLbEVOAdYLTnp8od5hARUaEuIvlvs25lj3UoZwlwu+MoU4Faoh1JJIOstT2AvwF3ucwRBskaYCSwA3CMyywiIirURSSvDbmzeujHC2t77tqn4sm4OY0zxpj/ERWSg621W7vMUoSGAT2AG1wHAR4manQ1yvNTFa7DiEjpUqEuInlr6ITqxKx5NaO7d0jU9u6UGOw6TywAVhDNukoGxM2khgF/Nsa84TpPGCTr3jXZGnByT4SICKhQF5E8tmgll32ysHa9/r3Kp90yZOAC13kAjDFfEC3B2d9a29V1niJxMVFTqXx68fNX4CVghOen2rsOIyKlSYW6iOQlz38MkbIAACAASURBVE8lZn5Tc9n6HRM1vTolhrjO08BYYBtjzGLXQQqdtTYB7AhMjZtL5YUwSKaBEUTbRZ7qOI6IlKhEOp3rbWpFRNbN81OHAo8N6FV+zeMX/dJ3nacx1tp2QA9jzBzXWQqdtbaTMWaZ6xz1xR1K/wlsCWwdBsm8yicixU8z6iKSd+JmM1XAB2/NrbnCdZ7GxDPBLwATXGcpVNba3tbaTQDyrUiHb2fVK4G+wBmO44hICVKhLiJ5Z9/NKq4Fdu7ZKXF93IQm78RdMx8FDrPW7uk6T4EaBbxrre3uOkhTwiA5HXgauMzzU10cxxGREqNCXUTyytAJ1e3e+brmvD6dEyv22aTiHtd51uEW4GtgjOsghSZuGnUa8IAxJi9uFF6LSqA3cK7rICJSWlSoi0hembc8ffNXS9Ptd+hZfsfNpw1c5TrP2hhjFgHXAL+w1v7UdZ4CU0nUPOpK10HWJQyS/wL+Dlzi+an1XOcRkdKhQl1E8sYFE6o7vP11zZCNuySW9+iQuMR1nma6A/gSOMl1kEIRN4saDNwVN5EqBJXABsAFroOISOlQoS4ieeObZenfz12WbrfDBuU33HzawBrXeZrDGLMU+Cm62bAl9gOWEjWPKghhkHwV+Atwoeen1nedR0RKgwp1EckLnp9q//zs1Qf26JD473odEpWu87SEMeYDY0yttXa9eDcYWQtjzHhgi7h5VCEZAawHXOg6iIiUBhXqIpIvTk3DZvNXpM+4+bSBBdfgwVq7K/Bf4Jeus+Qza60HYIyZ5zZJy4VB8i3gj8BQz09t6DqPiBQ/Feoi4twF46u7d23HTV3a8RZQ7TpPK80A5gNVmlVvnLV2Z+Aja+3xrrO0wSigE1Ao91CISAFToS4izs1Zlr5n8So67N233T1xk5mCY4xZSbRN427ArxzHyVdjgIXA31wHaa0wSM4EJgPneH5qY9d5RKS4qVAXEafOH1+94VtzVx/er3vZvPFnDbzZdZ42mgS8D4yx1urnaz3W2j2Aw4DrC3HZSwNjgPbAZa6DiEhx0y8SEXHqq6Xp+xatpGyb9csLvugxxqwmWhoxAPiZ2zR5ZwxRc6hbXAdpqzBIfgjcC5zh+anNXOcRkeKlQl1EnDl/fPUmb81dfdDWPcrmjDtz4N2u82TINGBPY8x010HyhbV2E6ItLK+Nm0QVg6r48QqnKUSkqKlQFxFnUh+tOm3JKhL9upcPc50lU4wxNcaYlwGste1d58kHxpjZQD/gdtdZMiUMkp8A44FTPD+1pes8IlKcEul0Qd63JSIFLm4a8zHwbBgkj3CdJ9OstZcQdd/c2RizynEcZ6y1PYFvjDFF98vG81N9gQ+BqWGQPNl1HhEpPppRFxEndt6w/I9A97IEI11nyZJ3gB2AE10HcSXepvIx4GHXWbIhDJKfAb8HTvT81Hau84hI8VGhLiI5d9746m1nflNzwPYblH/60dXJN13nyZIU8CIwwlrbwXUYR34B7E3h7o3fHNcAy6BoX3CKiEMq1EUk52Yvrp20sgb6dS87y3WWbImXeowANgdOdRwn5+LZ9Cqibq1/cBwna8Ig+RVwK3CM56f6u84jIsVFhbqI5NS546oHzJhTs+cPepZ/dOcZA1Ou82TZk8DzwCXW2nLXYXLsMGB3YEzcDKqYXQ8sAka7DiIixUWFuojk1P8W196/Og1e97IhrrNkWzyrfiawnzGmxnWeHDsd+AC433WQbAuD5DfAjcCRnp/a1XUeESkeKtRFJGc8P7XZf76q2XHL7mUv3XH6wGdc58kFY8zbxpiPAUqsW+mRwCFxE6hScDMwj6ixk4hIRpTSLw0Rce/yNPDB/NqjXAfJJWttR2vt34FLXWfJNmttubW2gzFmhTFmlus8uRIGyQXAdUDS81M/dp1HRIqDCnURyYmz767eJwFDOpZzfxgk/+s6Ty4ZY5YDtcDF1trurvNk2bHA+9baLVwHceA2YA6aVReRDFGhLiI58cmi2nsqyig7YIt2d7jO4sgIYH1gqOsg2WKtbQeMAr4GPnWbJvfCILkYCIADPT/1M9d5RKTwqVAXkaw7++7qgW/Prdl6QK/yV28/feDrrvO4YIx5FXgE+J21dgPXebLkRGAroNIYU+s6jCN3Ap8DYz0/lXAdRkQKmwp1Ecm6jxfUjmtfDn27lpVsl87YSKAbcIHrIJkWN3UaQdTkqdi33WxSGCSXAVcC+wAHOI4jIgVOhbqIZNWZd1cfPvObmi369yr/1+2nD3zHdR6XjDFvAUcTbeVXbI4kau40It6WspRNIFr6U6VZdRFpCxXqIpJV9tNVZ7QrY9Wm3cp+6zpLPjDG/MkYs8B1jiyYCuxL1OSppIVBcgXRDaU/Ag52HEdEClginS71iQ8RyRbPT+0CvAaMDoPkKMdx8oa1dg/gDuBwY8xnrvO0lbW2ooT2S28Wz0+1A2YCC4DdwiCpX7Yi0mKaUReRrOnbJfFAIipUbnKdJc98DewCXOY6SFtZa7sCs6y1pX7/wRrCILmKaAecXYAj3KYRkUKlQl1EsmLIndWnfLYkvcOeG1e8GDeDkZgx5iPgXuB0a+3mrvO00bnAlsD7roPkoSlEs+pjPD9V7jqMiBQeFeoikhUfzq+5tms70n06JzTT2rix8eMVTlO0gbV2PeBi4G/GmH+5zpNvwiBZQzSrviNQUt14RSQzVKiLSMYNubP63I8W1PYcsGHF47cOGfil6zz5yBjzCTAOOMVau5XrPK00FNiAaFtGadyfgLeAUZ6fqnAdRkQKiwp1EcmooROqE+/Nqxm7XvtEbd8uZSe7zpPnrgJOB/7rOkhLWWs7A8OAR+JmTtKIMEjWEr2Q2RY4wXEcESkw2vVFRDJq+8tTv1hewz9+vHHFg1Mv+MVxrvNI9lhrdwGWGGPec50ln8V7qb9M9O7D9mGQXOk4kogUCM2oi0jGeH4qsbyG0cCn//58tWbTm8lae7q19lbXOZrLWpsAMMa8riJ93eKtGSuBfoD+vxCRZlOhLiIZs3ffiouImrxUxU1fpHm2AM6z1g5wHaSZAmvtvdZa/Q5pvn8A/wKu8PxUR9dhRKQw6IesiGTE0AnViXBBzeieHROrB3rtJrnOU2BuABYCo10HWRdrbV/gfKDMGFPrOk+hiGfVrwA2BYY4jiMiBUKFuohkxIIV6eCzJelOO/Yqv3fcmQOXu85TSIwx3wA3AkdYa3dznWcdLgMqgDGugxSaMEg+A0wHLvf8VGfHcUSkAKhQF5E2Gzqhut07X9dcsGGnxMrNupWd6zpPgboZ+IY8LoDj5kynA/caYz50nadAVQJ9gLNdBxGR/KdCXUTabN7y9I1fLk132LFX+V1XnnSgdrRoBWPMAuA84CbXWdbisvhx7FqPkiaFQfJ54AnA9/xUN9d5RCS/qfmCiLSJ56cqOlUwqHfnxOIeHRK/c52nkBljprjOsA5jgWfjZk3SeiOAF4nW+l/pOIuI5DHtoy4ibeL5qZOA+4AjwiD5F8dxCp61dj1gJPCYMca6ziPZ4fmpR4GfAf3CIDnfdR4RyU9a+iIirXbBhOpOHcu5DngNeNR1niKxCjgGGFu3X7lr1trtrLVPW2u3dZ2liIwAegB6F0pEmqRCXURa7etl6XHLa9hw380qHo63n5M2MsYsI1oO8VPgQMdx6owi2h9/nuMcRSMMkv8BHgKGen6qp+s8IpKfVKiLSKtcML66+4y5Ncdu1q1scY8Oiatc5ykyfwA+IQ9m1eMmTEcDtxpj5rjMUoRGAl2Bi10HEZH8pEJdRFplzrL0hPkr0uXbbVA++ubTBmo2PYOMMSuItmncAzjEcZzRwCLgesc5ik4YJN8BpgDneX6qj+s8IpJ/VKiLSIudP76654y5NUd665XN79qOG1znKVL3A7cD77kKYK3dFTgCuDFuyiSZNxroAPiug4hI/lGhLiIt9tIXqy9euDJdtu365ZdrNj07jDGrjDHnGWNmOYwxi2hZxs0OMxS1MEi+D0wEzvL81Kau84hIftH2jCLSInGTlo+A18Ig+QvXeYqdtXZ74AzgImNMjes8knmen/KI3jmZEAZJdSwVkW9pRl1EWqRf97LrgV5ErdAl+3YChhJt2Zgz1tpx1trDc3nNUhUGyRCYAJwWF+0iIoAKdRFpgfPGV2/x5ZLaIVv1KJsdBsmXXOcpEQ8BbwKjrLU56SZtrd0XGAL0y8X1BIi25KxFL4BFpB4V6iLSbF8sqZ24dDWJbdYvv9B1llJhjKklao6zNXBitq8XbwdZBXwG3JXt60kkDJKzif57n+T5qW1c5xGR/KBCXUSa5bzx1Vu/NafGbL9B+ey7zhg4zXWeEvMY8AowwlrbPsvXOpCo2dKVcfMlyZ0AWEG0v7qIiAp1EWmezxbXTlpRA/26l+lmtxwzxqSB4UTLYDpk6zr1ZtM/IWq6JDkUBskviLbkPM7zUz9wnUdE3MvJekcRKWzbDk/1qYU9duhZHt55xsDHXOcpRcaYJ4Ens3yZBHATsDJuuiS5dy1wFjAKOMptFBFxTdszisg6eX7qJuC8nh0TO7066uB3XOcpZdbaA4HuxpiHXGeR7PD81Biim0p3CYPkG67ziIg7WvoiIms15M7qnYGzgftVpOeFy4DbrbWdM3lSa+0h1trLrLVZW1ojzXYjMJ+oa6mIlDAV6iKyVl8urZ1cnqD9Lr3L1Z0yP1QCfYBzMnVCa205cA3RrjKrM3VeaZ0wSM4HrgcO8/zUnq7ziIg7KtRFpEnnjKve++25Nf137FX+9iO/++WbrvMIGGP+D/gHcKm1tluGTns08ANgpLqf5o1bga+BMa6DiIg7KtRFpEmfLKy9J5GAzbqVDXadRdYwAugJXNDWE8VNlEYRNVXSuvc8EQbJRUTbNf7C81M/dZ1HRNxQoS4ijTr77ur93/66ZrsBvcrfuOP0ga+4ziPfMca8DIwHPs/A6X4LbAOMiJsrSf74PfAF0ZaZIlKCVKiLSKPenFNTVZ6ATbqWZb0bprScMeZ0Y0wm9jp/m6gg1LabeSYMkkuBq4F9PT+1v+s8IpJ72p5RRL4nbrYyo0M5t8y6MjnMdR5pnLW2HXAS8BdjzFzXeSTzPD/VEXgf+BT4SRgk9UtbpIRoRl1EvqdLO64Hlqyo4UrXWWSttgLuBi5p6ROttR2ttddYa/tmPpZkShgklwNjgb2AXzqOIyI5pkJdRNZw1t3VRy1ZxUE/6Fn+dBgkNUubx4wxM4EpwLnW2o1a+PTTiQr87TMeTDLtXuBjoMrzUwnXYUQkd1Soi8gaPphfc0vnCtJb9Shr844ikhOjgfZEjZCaJW6WNBx41hjzTLaCSWaEQXIl0TaNuwG/chxHRHJIhbqIfOuMu6pPen9e7Ub9e1U8fduQgf91nUfWzRjzAXAfcKa1dtNmPu0coqZJldnKJRk3GXgPGOP5Kf3uFikR+p9dRL71wfya67u0I71Rl4R2eiksVUT7oPde14Fxk6RLgSfi5klSAMIguZpov/sBwK/dphGRXNGuLyICwMBr/n7oe/NqH/vxxhWpqRf84hDXeSQ7rLW9gWuB3xtjXnKdR5ovnkl/EygH+odBUl1kRYpchesAIpIf3ptXOywBX23QUbPphcpa2wPYzxjzSFPHGGO+AgbnLJRkTBgkaz0/NQL4M3AcMMlxJBHJMi19ERHMVX8/EtgvDVf+/oyB37jOI612GfCQtXbbxgattcdZa3fNcSbJrEeA14FRnp9q5zqMiGSXCnWREjd0QnUinea+bu1ZDoxznUfa5EZgOTCy4YC1thfRnut+rkNJ5sQNj0YAWxI1uxKRIqZCXaTELVrJ8E8W1XbbecOKh+PmKlKgjDFfArcBx1pr+zcYvgToQnRDohS2FPAiUOn5qQ6uw4hI9qhQFylhQydUJ2Z+UzN8g46J1T07JU53nUcy4jpgMfUK8rgZ0rnAA8aYdxzlkgyJZ9Urgc2B0xzHEZEsUqEuUoISCRIAC1akx85eXNv5Bz3L77/ltIFLXOeStjPGfA3cBHS01raPv+wTNUUa7SyYZNpTwHPA5Z6f6uQ6jIhkhwp1kRKTSPAk8KcND3+1bMbcmnN7dUqsmnrhAT3ir0txGG2MOcQYszL+8xzg9rg5khSBeFb9CmBj4CzHcUQkS7SPukgJiWfS/wQM6rTN5y/2PvK1H614ZsB/vnh5852Jtnz7TTqNfigUCWvtlkB7Y8xM11kkOzw/9SSwM7BlGCQXu84jIpmlQl2kxCQSJBJlNQ+T4PDuA2az9J1N2H//Oa9fcsms8WVlLDXGTASw1h4MbNHg6QuMMVPi8V8BfRuMzzHGPBSP/wbo1WD8M2PMo/H4cUD3BuP/Ncb8LR4/CejcYPwDY8yT8fgQvt8L4h1jjI3HG5tl/I8x5oV4ScipjYy/Yox52VrbBWhsP/l/GWPeiPcrP7aRcWuMeSduKjSokfGnjDHvW2s3AQ5rZPzvxpjQWusBBzUy/pgxZra1dhvggEbGHzLGzLHW7gj8HLgl/vo5QBp40Bgz31r7Q2CvRp5/vzFmibV2D2D3RsYnGGNWWWv3JioO12CMuRPAWrsvsEOD4VXGmAnx+IHA1g3G9W+vFf/2nvlkVb+Jb6+4uG/XxM0vXHHwsEaeJyIFTA2PREpMOk2636/ffDt8ZKfD57+xOQcd9DmXXvreLsDvgc+BifGhZwPJBk9/D5gSfz4MMA3GXwUeij/3gYZ7dlvg0fjzUcA2Dcb/Cvwt/jwANmow/iB8u0TnJqJdTOobF1+D+Ptp6AbgBaBDE+OjgZeJirjGxi8C3gD6NDF+BvAO0U1+jY0fB7xP9H03Nn4oEBK1iW9s/F1gNrBHE+MvES1z+SnfFekAd8SPTwPziYr86xp5/l+AJUR/79/b4pGowc4qohchv2tk/M748ThgSIOxxcCE+PNTgGMajOvfXiv+7e2/eTve+Go1735Tc5bnp0aFQXJBI88VkQKlQl2kxPQ9zbZbtbrr0PL2tXSqqOXvf9+I6dN7vf7II/8+qGPH2tp6h/6W6AbE+uq3LD8SaNhwZXW9zwfy/Z8xq+p9vjdRK/T6Vtb7fCe+fx9N/e0jt4Topth6ltX7vGGhBbA0flzSxHjdDbVfNjFet7TgwybGF8WP/2livK6IeqGJ8fnxY3UT4/Pix0eaGK9rVjWJ6AXDP+M/zwL2BebGf76Txrta1o1fz3dFd311//1GAdc2Ml7nIqJdSeqr//btWcDQBuP6txdp8b+91bUMWFnDk0T/TXXDsEgR0dIXkRKSSJDo/IP/vbz84w1326T/V6+POvOLB089dfdLINGLaLa2fzq9RsEkBcpa+wBwOFETpCuAA40xT7lNJZkUL6M5Cph60t8XTyN6p6RfGCTVXVikSGjXF5ESssWlqfbteizdscd+736zsP2y3U45ZY/rILEJ0XKLHYBpicT31uZKgYnXqB9L1PxoLNEs7ACnoSQbTiV6Z8QQLVXqRvRuhogUCRXqIqXl1B77vN+x646zj5n//LZpgOnT7YlPP23vJPoFPwj4ZyLBJk5TSlttDLwNXGeMWQHsaIy5yXEmySBrbSeid0qeB54Jg+QMYCpwvuenejsNJyIZo0JdpETETVGuAJ5LlFF/CcQ+5eWMnj7dTiHaiWQ74OVEotFdP6QAxEtcdoqbHxEX61hrd7fWNlxbLYXpDKKdbyqNMXVrWEcDnYBLnaUSkYxSoS5SOs4kmmmtjJul1BlDdGPeZek0fyW60W4l8FwiwVG5jyltYa09zFrboV7xVvf1XxDtKnK4m2SSKfEWjpcBzxhjptd9PQySs4iWwpzt+amG21eKSAFSoS5SAjw/1ZXoF/tTYZC09ceMMR8C9wJnWGs3T6d5C9iTaLu7aYkEI+NGSZLnrLV7Em1BeE4jw08T7f4yxlqrn/2FbVOi3WEa7qwD0QvvCmB4ThOJSFboh7VIaTgX2JDGf7FDdMNhArgcIJ3mK6KGOfcTbcX3YCJBp+zHlDaqItpicVzDAWPMaqK/y/6gd0oKmTFmFrCzMeaFhmNhkPwIuAcY4vmpzXMeTkQySoW6SJHz/FR34BIgFQbJfzd2jDHmv0RNYuoawpBOswIYTLTe9SjAJhLf6wYpecJauw/R/uHXGGOaaiX/R2AGMMpaqz4aBchaa6y13RsubWpgbPx4RS4yiUj2qFAXKX5DgfWBEWs7yBhzY10L9TrpNOl0mmuBI4AfAC8lEt/r+CiOxTeIVgFf0HhXSwCMMbVE/w56A9vnJp1kirV2faIX03es7bgwSH4K3A2c4vmprXKRTUSyQ4W6SBHz/NQGRK3eHwmD5GvrOt5a291ae6W1do0iLp3mUeAnRN0jn08kGJSVwNJa3YHOwFXGmKXrOPYvgGeMmZH9WJJhFxL9Xa+tK2ydq4m6sa71BbqI5DcV6iLF7UKiJigjm3l8B+CCxo5Pp/kP0U2m/wEeSiS4XDeZ5gdjzHzgR6xlNr3esWljzEJrbZm1dsvsp5NMsNZuSPTu2DRjzJvrOj4Mkp8DtwMneH5K756IFCgV6iJFyvNTGxIV3dPCIPlWc55jjPkKuBU42lrbv+F4Os0XwH7AA0TrYCcnEnTMXGppKWvtjtbaXnEBXtOCp94DTLfWdshWNsmoS4j2SB/VgudcCyxr4XNEJI+oUBcpXpfS8l/sANcDi4iap3xPOs1y4LdEO8QcB0xPJNio9TGlteK16ROBp1vRyGgysBkwJOPBJKPiv9stgcnGmJnNfV4YJOcAtwBHe35qp2zlE5HsUaEuUoTiZifnAJPiJijNZoz5BrgRONJa2+iNo/FNplcBg4ABRDeZ/rCNsaXlfgXsBty4jl1AGvM0YIHLrbWdM55MMiZ+t2QQrXtRdT2wgCZeeItIflOhLlKcLiNqejKmlc+/GZgCLFnbQek0DwM/JdqD/f8SCXW9zJW4aVEV8B7RUqQWiQv7SmAj4KzMppNMsdZuZK31AIwxK1v6/DBIziN64X2456d2y2w6Eck2FeoiRSZucnI6cE/c/KTFjDELjDHHx41V1iqd5nWim0xnAI8kEvi6yTQnfkPUvGhU3MyoxYwxzwHVRO+e6O8sP40GZlhru7fhHDcD39D6F+4i4ogKdZHiU9fkZOxaj2oGa+3W1tpL13VcOs3nwL7AVKJt4SbqJtOs2x14C5jWxvOcCJhWLJ2RLIt35TkFmGiMWdDa84RBciHRjaUHe35qr0zlE5HsU6EuUkTi5iYnA+PipidtdRgQWGvNug5Mp1lGdHPpCKKbTZ9JJOiTgQzSCGPMxcBecROjtpznS2PMamttF2tt1wzFk8wYAawGrszAuW4HviJaLiUiBUKFukhxqfvFflWGzncn8DlQ1ZylEfFNplVEyzJ+SHSTqXabyCBrbTtr7XYAxpi13kPQgnP2AD4ALs7E+aTt4r/j3wJ3GmM+a+v5wiC5hOjdrp97fmrftp5PRHJDhbpIkYibmpwA3BE3O2kzY8wyotm8fYADmvu8dJqH4udUEN1kemgm8ggAg4F3rLUZ22Unbpj0AjDMWtszU+eVNvkJsBAIMnjOu4DPgCrPT+meBJECoEJdpHiMJGpuck2GzzsB+BQY25IbDtNpXgX2AGYCjyYSXKybTNsmbk5UCbxM1CE2k0YCXdGsel4wxtwDbB43IcuIMEguJ7p35afAgZk6r4hkjwp1kSLg+akBwDHALXGTk4wxxqzgu+KwRV0s02k+AwzwJ6Kb2e5JJFp2DlnDEKImRVdk+uZPY8wMopuBz7PW6t4Ch+otbVqUhdP/AfgvMFaz6iL5T4W6SHEYTfQ2+Q3ZOLkxZqIx5lxjzPKWPjedZinRi4jRRMs2nkok2DDDEYte3JTocuCfRM2KsmEU0BE4Okvnl3WIm4zNtNb+NhvnD4PkSqIbSvcADsnGNUQkc1SoixS4uInJEcANYZD8JpvXstb+rDk7wDQU32Q6iqhg353oJtP+mc5X5PYE1gcqs7WVojHmPaJOs7dl4/zSLGOAecBjWbzG/UQ3D1d5fkp1gEge0/+gIoVvDFEzk5uzeZG4E+bdwB3W2vLWnCOdZhrwM6IlNP9KJEhmMGJRM8ZMBzY1xvwzy9d5xxiT1laNuWet/TGQBK5ry77p6xIGyVVE73DtDByZreuISNupUBcpYHHzkoOBa+OmJlkT79c9CtiRNiyNSKd5mWh2+H3g8USC3+km07Wz1m5mrU0YY+bm6HqDgNnW2i1ycT35VhUwh9y8o/Eg8C4w2vNTrXrhLSLZp0JdpLBVETUxuT1H1/sTUTfMUdbaitaeJJ3mf0TbNz5MtK5+fCJB+8xELC5x6/j/kIFOsy3wItG7HpU5vGZJs9b2JVoWFhhjFmf7emGQrCHa6ecHREvSRCQPqVAXKVBx05KfA0HczCTr4ln1EcA2RHu2t1o6zRLgKKIC9FTgyUSCXm0OWXyGEa1N/3OuLmiM+R/RMqfB1tqtc3XdUhY3NepH1GQsV/4MvAmM8vxUq194i0j2qFAXKUDxtmpVRM1L7srx5R8FniADPz/SaWrTaSqB44EfAS8mEvygrectFnHzoWHAw8aY13J8+avh/9k773CpqqsPv/vSRLBh7wMSBVFjF+vCEttYwN67sUSNUaNjgcMBo2OJGkv0iybGrsQIllFjZanYu0nsOmjsIlYEKfv7Y50rV7wXbpmZMzN3v8+TR3L3zN7r1rPOOmv9fvyA3ZgFyoiqLqmqDSLyZWIyVhGK+ews7KlJf+CASp0bCARaT0jUA4Ha5FeYackfivlsxS7sACLiRWTbxJClJHjPjZjeei9syHTbUu1d45wELIC1KFQUEfkYa6naW1WXrvT5nYXEROz25H9pcCfmkTAikyuE9rNAoMoIiXogUGM0qaZPxMxLUkFVu6jqXqo6Xyn2856nsCHTd4GCc/y2Mw+ZJjMAewI3J2ZEaXAOsIaIfJTS+Z2BLPY0qZxyjC1SNK6GgQAAIABJREFUzGc9VlVfETgkjRgCgUDLhEQ9EKg9dsAS2tHFfHZainFshClH/LpUG3rPe9iTgjswuckrnKNbqfavJURkBqZp/rsUY5gkIq8CqGqn/D6Uk6SaPgp4B/h7iqHcB0wAzsjkCiW58Q4EAqUhJOqBQA2RmJOMAt7GTEtSQ0QeBcYDpyWumSXBe74FdsV6pH8N/Ms5Fi3V/rWAqi6gql1F5DsR+aQK4rkSGJN2HHXIMGAtIBaR6WkF0aSqvixwRFpxBAKBnxMS9UCgthgGrAmMTExL0mY4sCTwm1JumgyZnoYNuG0MPOkcA0p5RpVzNvCSqlZLz/B7wFBVXS/tQOqMg4DXgBtSjoNiPvsw8BBwaiZX6JV2PIFAwAiJeiBQIySmJKMwk5KbUg4HABF5DFOAOUVVFyj1/t5zHbA5sBCWrG9d6jOqjcRk6NfAoyLyQ9rxJPwJmIT9/AVKx65AVkRmph1IQlluvAOBQPsJiXogUDvsiZmTjEzMSqqF4ZibYllcLL3ncWA9rKp7t3McU45zqogzAA/8Ie1AGhGRr4FzgW1VdaO046l1VLWrqs4vItNF5J2042mkmM8+DtwLnJzJFRZMO55AIBAS9UCgJkjMSEZi5iS3phvNTxGRZ4BB5VQm8Z6JWAvM3cAlzvHnehwyTcyFDgauEJH3045nDi4DPgFOSzuQOmA/4B1V7Zt2IM0wHFgU+G3agQQCgZCoBwK1wv6YG+iIxKSkqhCRWaraW1U3K9cZ3vMN1qN/LnAUcI9zLFKu81LiMMxk6Oy0A5kTEfkO2B27kQi0k2TuIAI+AIrpRvNzivnss5im+4mZXKHefr8CgZojJOqBQJWTmJCMAJ4lJa3lVnIxUFDVxcp1gPfM9J5TsGRxM6xvfeVynZcCpwMbJWZDVYeIPCoin6mqS6QFA23nYCADDBcRn3IsLTECmws5Ie1AAoHOTkjUA4Hq5xCSC3sio1atnI85i/6+3Ad5z9+BLYA+wFPOsWW5zyw3qjqfiMwUkRfTjmVuqOoKwJPANmnHUmsk5mDDgSeAe1IOp0WK+ezLmBzn8ZlcoWw33oFAYN6ERD0QqGIS85EzgMcxdZWqRUT+C9wIHKuqS5X7PO95DDN++gDTWj+y3GeWC1VdA/hfOVuHSsjHmDLI6FBVbzNDMa3yaq6mNzISmB84OeU4AoFOTUjUA4Hq5gjswn5GlVfTG4mB7kCuEod5z7uYQ+q9wOXOcYlzdK3E2SVmFNAVeCXtQOZFIhk5ClgX2CnlcGqNW4ANMb3yqqaYz76K6bsfk8kVyn7jHQgEmick6oFAlZLJFeYHTgUeTsxIqh4ReRO4BvhFpaqt3vM1sDPwR+AYoOAcC1fi7FKgquuSxC8ik9OOp5VcC7wFjFLVcB1pBaraXUS8iDxZA9X0RkZhN96nph1IINBZCX9gA4Hq5TdYi8HwtANpI0eLSLaSyUgyZHoSppqyBTZk2r9S53eQUcAXmKlQTSAiM7DWiDUwJZ7AXEjMwN5U1UPSjqUtFPPZt4CrgSMzucLyaccTCHRGQqIeCFQhmVxhAeAU4N5iPjsh7XjagohMA1DV5VR1mUqe7T1/BbYCFgOedo7NK3l+W1HVQcB2wDmJqVAtcTM26FxIO5Aa4DhgBaBsXgNl5EzAYYpEgUCgwoREPRCoTn6LmY6MSDuQ9qCqvbCkZHSlz/YeBTbAhh7vc45fVzqG1iIi/wE2wcyEaopEoeZqEZmadizVjKouDJwE3CkiT6cdT1sp5rMTgSuBQzO5QjUaNAUCdU1I1AOBKiMxGTkJuL2Yzz6TdjztITHHuRo4UFV/UenzvedtbGjvAeD/nOOiahsyVdUuACIyIfl61SSqupOqPqiqdecUWyJOABamRm+6E/4AzKC2P4dAoCYJiXogUH2cgJmN1PpFMQ9Mw1wYK473fAXsCFyEPaG40zkWSiOWOUkGbe9X1ZFpx1ICPDYXcEDagVQbqjo/1vZya7Xr48+NYj77IXA5cEAmV6gng7FAoOoJiXogUEUk5iLHA2MS05GaRUQ+AS4F9kl6sSuO98zwnt9hMpdbAU84x0ppxDIH2wCbA5+kHUgJuAt4Ghihqj3SDqaaEJEpwMZUSK60zOSBqaR04x0IdFZCoh4IVBcnYyYjI1OOo1ScB3wFpGrk4z1/AbYGlsKcTFOLJ6mmjwYmAn9NK45Skaj7DMeGJQ9NOZyqoVGeVET+IyJvpx1PRynms58CFwN7Z3KF1dKOJxDoLIREPRCoEhJTkWOAGxOzkZpHRD4HMiJyedqxeM/D2JDp58ADzqWWVO6ImQWNSsyD6oH7gceA01W1Z9rBVAnnq+qNdaYzfz7wLfVTSAgEqp56+gMSCNQ6p2LmInHagZQSEfkKQFVT1zX3njeBwcDDwFXOcb5zdKlwGMMxs6BrK3xu2Uiq6icBR2PtEZ0aVV0W80H4XkRmpR1PqSjms5OAC4BdM7nCWmnHEwh0BqpKBSEQ6KxkcoXlgCOBvycmI3WFqu4B3KKqG6QtUec9XzpHFrgQOBEY4Bz7JA6nlWAvYKnENKhuEJGn0o6hijgdK4RVXJ60AlyIDciOwp4OBQKBMhIq6oFAdXA6ZipSjxd2gHuwlpNRaQcCPw6ZHotVgLcFHneOsmpEN+lZfltEasrEqrWoaoOqjlLVY9OOJS1UdUXMIfcqESmmHE7JKeazX2EtMDtkcoUN0o4nEKh3QqIeCKRMYiJyGHBlYi5Sd4jIN8A5wDaqukna8TTiPZdjifqymJNpOWPbV1ULqrpIGc9IlaTNYx1gpKoumHY8KXEqMAvTHq9XLsZuvOu1sBAIVA0hUQ8E0mc4MBM4K+1AysyfMbfQqrq4e88D2JDpZOAh5zio1GeoaldM1m5ZTAWnnhkB9MFkRjsjI4A9ReSDtAMpF8V89ltMrvFXmVxh07TjCQTqmZCoBwIpkpiHHAD8uZjP1u2FHX7UlD4LWCdpD6gavOcNLFl/BLjaOc4t8ZDpAUB/YEQ9DRc2h4g8B4wFTlTVPmnHU2lE5FMRuT3tOCrA5cBHwJmZXMGlHUwgUK+ERD0QSJcIc+/Mpx1IhfgL0FdEqq7Fx3smA9thCcjvgducY4GO7quq3bEq6zPAnR3dr0aIgAWwYd1OgaquqqoTVHVA2rFUgmI+23jjvRmwZcrhBAJ1S0jUA4GUyOQKg4C9gUsSM5G6R0SmicgkVXWqukTa8cyJ90z3nqOBY4EdgMeco6PV/0OAFYHhiYxh3SMir2DmXbelHUsFiYE1sN7tzsKVwPvA6FBVDwTKQ0jUA4H0iDHzkPPSDiQFxgB3NyqhVBvecylWXV8RGzLdsAPb3QIcBdxXithqBRE5P2mDqXtUdU1gN+CixOSrU1DMZ6dhMyeDge1TDicQqEtCoh4IpEAmV1gT2BW4MDER6WwUMHWQndMOpCW85z4sAfkGGO8c+7dnHxGZLCJXdJZqelNUdTlVvUpVl0k7ljIzCvgS+GPagaTA34F3gFGhqh4IlJ6QqAcC6TAKUxm5MO1AUuJ64A1gdDVbrHvPa9iQ6ePAtc5xlnOt+7upqr1U9b5qkqNMgR7AQZhkYV2iquthxj9/FJEv046n0hTz2enY08G1gaEphxMI1B1Ve4EMBOqVxCRkR+D8Yj7b6S7sAIkr50hgNWD3dKOZO94zCdgG68c9Ffinc/RuxVuPAX6FaWp3SkTkbeBq4NequkLa8ZSJV7CZhj+lHUiK3AC8jlXVQ14RCJSQ8AsVCFSeUdjA2cVpB5IytwD/AQ5NO5B54T0/AEdg2uA7AY86x/ItvT4x+zkZuEdEHq9MlFVLo27+GalGUSZEZKqIXJqYenVKivnsTGbfeO+RbjSBQH0REvVAoIIk5iBbA/nENKTTkuiJ74w9Xah6vMd7z58wNZh+wDPOMbiFlx+Pmf4Mr1R81YqIvIc9jThYVVdKO55SoqrXqGpITI0xwL+BOJMrdE07mECgXgiJeiBQIZJBq9GYO+flKYdTFYjI2yIyTVXnU9VuacfTGrznHmBD4DtsyHSfpuuqughwAjCus6ietIKzMA3979IOpFSo6haYkdVSacdSDRTz2VmYX8DKwL4phxMI1A0hUQ8EKscWgAB/SMxCApgyCPAWNnRYE3jPf7Eh06eAG5xjdJMh02+BkwjV9B8RkQ9F5Dci8nHasZSCRFb0TOB/2A1IwBgHPA9EmVyhJm68A4FqJyTqgUAFSKrpZ2LmIFemHE618QGW8AxX1R5pB9NavOdzbFj0b1j/9Rjn6CUi00XkKhH5d7oRVh+quqGq5tKOowRsiz1VOVNEpqYdTLVQzGc9doPaFzg45XACgbogJOqBQGXYDtPkPjMxCQkkJPriw4HlgcNTDqdNJEOmhwEnArsstti01y+77IXTUg6rmtkROEtVV087kPaSVNNHA0VM0SbwU+4BngSGZ3KF+dIOJhCodUKiHgiUmSa96e8QLuwt8QDwKHCaqvZMO5i2kAyZXtC//zcHfPddl2VzudXOcI710o6rSjkfM5CK0w6kg/wB+K2I/JB2INVGUlU/A1iOGrvxDgSqkZCoBwLlZyhmBjIqMQcJzEFSVT8DWJoq11Vviauuen79yy57Yeb333eZBDziHHumHVO1ISJfABcAw1R17bTjaQ8i4kVkrIjckXYsVcxDgAKnZXKF+dMOJhCoZUKiHgiUkcT8YxRmBnJDyuFUNSLyCLAJcF3asbSVxMzniH79plw9c2bDOsBzwM3OMdI5gq36T7kIc+UdlXYgbUVVd1bVkaoaWjrmQpNe9aWAo1IOJxCoaUKiHgiUlz0wE5CRxXx2RtrBVDsiMkFEfK1INTbhdMABZ3rPp8CWwDVAhCXsoaqYICJfYUncBFWtmWuQqnYB8sBuQGh5mQfFfPZR4D4gl8kVFkg7nkCgVgmmBIFAmUhMP0ZiJiBj0o2mdlDVfbGBwzWSpK4WuBV4VUQmAnjPNOc4GHNePQfo5xw7e8+HaQZZLYjIZWnH0A72AQYAuyVmXYF5MxyTMD0W09IPBAJtpGaqGYFADbIvsAowIjEDCbSOV4EVMHfPmkBE7heRi5p+LBkyPQ+bURiIOZmuk0qAVYiqNqjq3qq6QdqxzIvkCU8EvACMTTmcmqGYzz4N3An8PpMrLJx2PIFALRIS9UCgDCRmHyMw849xKYdTU4jI88BtwAmq2ifteOaGqq6iquclbqTN4j13ABsBM4BHnWO3igVY3fTAVGDOSyQPq5kDgZWAEaGa3mZGAAsDv0s7kECgFgmJeiBQHg4C+mHVdJ9yLLVIBCyAOXxWMxE2LDfXnnrveRlYH3gR+IdzDO/sQ6Yi8j3WDrEpsFUp93ax28fFruhiNyv57z4d3PJ54EKgUILwOhXFfPZF4J/A7zK5wqJpxxMI1BrO+5BDBAKlJJMr9ADexBw3NwqJevtQ1Rsxg5xlROSbtOOZE1VdDXgZyItIq0yOnGM+zHJ+f+Bm4BDv+b58UVY3iRPtG8BHwIaJTGeHSJLyK+EnA7xTgMN95G/s6P6BtpPJFQYBrwDnFvPZenCmDQQqRqioBwKl53DMZXN4SNI7xOnAptWYpCfEmHnP+a19g/dMxdooTgX2AsY7x9LlCa/6EZFpmBnYBkC2FHs63Fl96Tv/UIayPds3fnh+2jHMqKo9VfVPifxmoJ0U89n/ADcBx2ZyhSXTjicQqCWC6ksgUEISc4/TMbOPB1MOp6YRkXcb/62qrhTV1lKRmPXsAsSJiU+r8R4P5J3jdeB64Gnn2Ml7XihDqLXANZjk4cyObBLH8UBg/+M5fsWFWIipTOVFXmz6khXbse1RwHHYzMR7HYkvQAzsCZwCnJByLIFAzRAS9UCgtByFmXzsEarpHScZMrwK+Bb4bcrhNOVr4Fqsb7ldeM9Y59gEuAN4zDn2877zKYqIyHRg2/a8N47jxbEnEwcA6wIzP+fz7+/jvp6v8zoz+Il1wSQAF7vemHrLg8BdwEM+8lPm3FtVewM54AER0fbEF5hNMZ99I5MrXAscnckV/ljMZz9IO6ZAoBYIiXogUCIyuULjhf3+xOwj0EES86MZwFGqekGjTnnaiMhbWAtLh/CeF5xjPUwZ6DbnOB04O6m6dypUtRfWu3+liLRYXY/juAewA5acb49dx17AVEVuuo7rtqT5HvXjkn8vgvVL7wccAUx1sXsYGOEj/2yT9xwDLI5pgQdKw2jse3wa8JuUYwkEaoKQqAcCpeM4YDHChb3UnImp6JyB9f+niqqeBtwmIq+VYj/v+dg5Ngf+CvwBWNU5Dkv62TsT2wOXY08rfjL0GcexAwZjyfmeWLL9EfZE47ooil5pfG1EdKOLHVhP+gpYy8ppjYOkPvLvA7u42PUANsN643fA5DNxsdtise6L7Xjz4JsPbXANd28+ZPMny/cpdy6K+ey7mVzhKuDwTK5wbjGfrYob70CgmgmqL4FACcjkCgsB7wITivnsjmnHU2+o6sXA0cAqIvJ2inEIMB44UUQuKOXeiVzjadiNyZPAUO/5pJRnVDOq2oDJV84HrCoiM+I47odVvvcH+mOV8duA64AHoyjqUF97Iy52DsBH3rvY/X6hbguddWjfQ7sWPip8/fo3rxcwWcabfeRLcl5nJpMrLAe8BVxfzGcPSzueQKDaCYl6IFACMrnCSExTe+1iPttZhwLLhqouDbwN3Cwih6QUg8OGhPsDKyU64CXHOXbFEtHPgR2956VynFONqOrQGTNmjH3zzTf//sknn6yEaax74GFsJuC2KIrKrgLkYrcQ8Cus0r49MBVYMUnktwfeB/7to3ABbQ+ZXOEirLVoQDGffSvteAKBaiYk6oFAB0lMPN4F7ivms8F1skyo6lDgaRH5MKXzfwXcBxwjIpeV8yznWBsbMl0Y2Nd7bi/neWkTx3E3YGvgAOfc7t57B7yGJec3RFFUMcUVVT0QeENEngBwsWsAlveRn5hU3j/EBsbfwyrtBWwgtdPq4beVTK6wFPAO8M9iPrt/2vEEAtVMSNQDgQ6SyRXOxiTHVk/0ggN1RlJNfwJYBvhFov9dVpxjGWzIdF1Md/3cehoyTfrO18T6zvcBlgAm9erVa0L//v2XW3DBBXfaYostKqoMoqpLYAnknSKyd3OvcbFbBquyZ7Gqey/gUh/5Y5Okfjkf+SDlOA8yucK5mPPwasV89r9pxxMIVCthmDQQ6ACJecdxwE0hSS8/qtofk2s8TkReruDR3YHHgZcqkaQDeM+HziHA1UAeGOgcR3hPRc4vF3EcLwPsiyXoqwE/AHdi1fN711tvvelgij8phHcK0BMY2dILfOQ/xH4Gr0oGUgWrsgOsBzzpYvcKVmm/C3gy9LY3y7mYnO1IYI90QwkEqpdQUQ8EOkAmV7gA0/ceWMxn30g7nnpHVftgbUYPiciwtOOpBMmQ6QgsoZkA7OI9n6YaVBuJ47gXMAwbCt0Kc8V+AkvOx0RR9DPTKFVdBlhZRMZXIsbkvLeBW0TkoPbs4WK3NPZ0YAdgE6wY9gWwuY/8yy52rmlfu4vdPrSgTtMZyOQKozE1pzWL+WynmcUIBNpCSNQDgXaSyRWWxdQLbirms6kMOHZGVHUE5nK4nog8O6/Xl+C8zbHE8qE03VGdYw/MxfMTbMj0lXm8JVXiOG4AhmCV812B3kARS86vj6Lozbm9X1XvxVpj+onIzwyJSo2qXorpqq8iIu90dL9kIHVrYDvgaB/5qS52I4EtsWr7LGwAfU6998M7S7KeyRUWxm68tZjPDk07nkCgGgmtL4FA+zkN+x0anXYgnYyLsKcYo7Be4bKhql2AS7Dv8yA6aHPfEbxnjHO8C9wOPO4ce3vPXWnF0xJxHA/EKuf7Actjuug3Ywn6hCiKZrVyqzOBRzFjnPPKEOqcTAQuLEWSDuAj/xXwj+R/jXyI9bSf3fiBBViAFVmRf/NvsKT9LObQka9Xivnsl5lc4Y/A6EyusF4xn30m7ZgCgWojVNQDgXaQyRVWBN4E/lbMZ49MO57OhqqegvVtbywij5fxnH2AG4C9ROSWcp3TFpxjWUwRZi3g98AFaQ+ZxnG8OLAXVj1fF7uhuRdLzu+MoqhdiihJVX1doK+IlF2WsVIMjYdu8jmfPzqAASzP8gBcyIV8xVcA3ke+IdUAK0gmV1gAq6o/U8xnt0s7nkCg2ggV9UCgfQzHHl2fmXYgnZRLsSHEsvW1qmpXrC/8FX5aFU0V7/nAOTbF2mDOBwY5x5He80Ml44jjuAfWi30A9mSjK/AC8DvgpiiKSmHWNAJ4CnuCUpbfNVXthw2B/kNEWlvtbxOJws26wFBg2FqsNRDgQz7kIR7iVV5tTNIBPi5HDNVKMZ/9JpMrnAOcm8kVNi7msxPSjikQqCZCoh4ItJFMrtAfs7S/rJjP/i/lcDolIvIdZh9fTvYHfgEMK1cC1168Z4pz7IndSAwH+jvHLt7zeTnPTRLOwVhyviewCPAR9r24LoqikvbNi8jTqjoWWLKU+85BhKmOKCVMkhNt+M2wIdqdgeWwJw2PAFdcx3X+bd7O89MedQ8s5mJ3OHBVJzJUugw4EWsj3CLlWAKBqiIk6oFA2xmBVXPPntcLA+VFVXfGBhUPLMOg5wzgbqhOsyHvmQWMcI5XMQnHp51jR+8puUxoHMf9sJ7z/TFn1inAbZiD6oNRFJWzd393ESnL/qo6APu8LhSRDifpibrNNljlfAfsRmYq8C9M3eSuKIomAUREuNhN4qeqL3lgF+AvwJYudr/2kf+6o3FVO8V8dkriR3FRJlfYopjPPpR2TIFAtRB61AOBNpDJFQYC/wHOL+azJ6cdT2dHVY8C/gxsKyL/SjuetHCODTBzpF7Ant5zT0f3jON4IWB3rHq+KVbtfRjrO78tiqKK9oyr6lrAeyIyqYR73owl1H1F5LP27BHH8WLJHsMwlZf5gMmYNvxY4P4oir5r7X6JadLJWKvP8T7yl7YnrlojkyvMh6loTQQ2KeazITkJBAgV9UCgrYwEvsPMOgLp81fMpGa0qt5Xiqq6qs6HJag3iciMju5XCbznKedYHxsyvcs5TgT+1NYh06RdY2ssOd8Z6AG8hikc3RBFUSqOm6q6LPAM8Efs+12KPVfH2nfOamuSHsfxiljVfCjW3tIAvA9cid0wPRpF0fT2xOUjPwvIu9jdDSYF42LXD3i3nlthivns1EyucCZwOfZU4t6UQwoEqoJQUQ8EWkkmV/gl8CJwZjGfHZ52PAFDVQ/FnCJ3EpE7S7DfscDFwBAR0Y7uV0mcoxfWjjIMSxqPmdeQadJ3viaWnO8DLAFMwiQCrwWei6Io9QuFql6PtYX0K0WbiqoOwYZxtxaRnxkuNSX5Gq1GMgyKKe6APV0bh1XOny/H18nFbgngv5jZ1cE+8nONtZbJ5ArdgdeBz4H1Q1U9EAiJeiDQajK5wjjMwKVvMZ+dnHI4gQRV7YYlMt8Ba3dk8FNV5wfewarIm6dpcNRenKMBG8o7DRgP7OY9P2sXieN4GWBfLEFfDZu7uBNLzu+NoqiiKjLzQlV/AbwKXCoix5doT9fS9ziO4y7Y4OwwLEFfKVl6AkvMx83LtKkUuNg54DhMS/5jYG8f+bpVRsnkCgcDfwOGFvPZqpwPCQQqSUjUA4FWkMkV1sUevY8o5rPB4KjKUNUdMOfLMR1M1E/CEqLNROTRUsWXBs6xH9Ya9D7mZPpqMuw4DBsK3Qpr2XgCS87HRFFU1dVaVf0rdnPRX0TarbikqrsDhTkdTxPJyS2xxHxn7OnCdOBBrHJ+RxRFH7X33I7gYrcucAuwIqb0c07SJlNXZHKFrtiN9/fAWsV8tu4+x0CgLYQe9UCgdYzG2gH+lHYggZ8jIh126FTVBYAccF+tJ+kA3nO9c7wNflxDw6xnhg696/G11mJD7IamiA0rXl+JqnAJGY3daKwNtCtRV9WNgDGYHOAFydDsdsm+22Nfn28xxZ+xwD1RFH3VwnYVw0f+WRe7tYH/w1qV6rLKVsxnZ2RyhZGY0dhu2PcqEOi0hIp6IDAPMrnCRlh/6CnFfDYMkVYpqtodOAl4XUT+2Y73D8SSgkNF5OlSx1dp4jgeCOz/xReLHHjLLXss8+mnSzB48JNPbLXVg6d06TJrQhRFNVmpVNWeItIup9Pk/Q9OmzZtjaeffnrUzJkzt8cq6N2ATzEpznGY5OS00kRcWpJWmO4+8tNc7FYGlveRfzDtuEpJJlfoArwMOGD1Yj5bTvnPQKCqCYl6IDAPMrnCg8AgYKViPttqmbVAZVHVBswZc35gYHsUW+bWs1wLxHG8OLAX1ne+Lmawc+/kyQvfcvHFx+7hfcMOwBXAcd7TLlWSakBVHbCGiLTamTaO418suOCCJwBHfv311x5LAt/BquZjgSfLrAdfclzsbsbMmv4AxD7yNaFS1BoyucKuwK3A/sV89vq04wkE0iIk6oHAXMjkCpsDDwHHF/PZ0PZS5ajqTlhV9FAR+Vsb3jcEeEFEUm9xaCtJX/UOWHK+PdbS+ALWd35TFEWfwI9Dpmdh8oYPAbt7T1X3pLeEqp4InIPdkDXbupMotazN7GHQQQC9evWa/v333589a9asW4F/V4OiTXtxseuFKRQdAjwK7OMjXxduyZlcoQF4DlgAGFjMZ2v2xjIQ6AghUQ8EWiCTKzjs4pcB+hfz2anpRhSYF0ml9SlsCHBlEZmncomqLgq8C9wmIgeVN8LSkCShg7HkfE/MAfMj4HrguiiKXmnpvc5xIOZ8OREbMn29/BGXFlVdkqQaLiL7NX480YHflNka58sDs4BHunbteu/aa6+9y/zzz/93Ebk8jbjLhYvdftiTkqnAVj7yL6YcUknI5Ao7Yt4AhxXz2b+mHU8gkAYhUQ8EWiCTK2wL3AMcVcxnr0g7nkDrUNVGs5SjW5OQqWoec4JcTUT+W+74OkIcx/0wy/v9gf7AFOA2TDv9wdbYNkANAAAgAElEQVS2bjjHxli7RzdgD++5vzwRl4/G79s333yz3nPPPbcClpjviN20TAXuwz7Hu6Io+jx5jwNcR5SBqpWkX30EcLiPfLt7+KuJpFjyJLAUsHIxn63KuYFAoJwE1ZdAoBmSC8RoTB2j1S0UgargPuBC7LH5XEkqs8cCN1Zrkp6okuyOVc83xdQ+HsZUW26Louibtu7pPRMSJ9M7gXuc4zjv+XMJwy4rcRwv2qNHj/d69+4984svvngK6AJ8iX0+44B/RVH04zyJqv4S+FREPqJO1VJ85N/AbuJwsVsQU4c53Uf+nVQD6wDFfNZncoXhwL+AQ6F2fkYDgVIRKuqBQDNkcoXGXudDivns1WnHEygPqnohlqi32OucBkkLx9ZYcr4z0AMzYboWuCGKovdKcY5zLIA5kO4AXAYc7z1VOZAYx3Fj1XwosBnQpUuXLt8sscQSbvLkyftMnTr13iiKftbHnAwZP49pxv+yloeFW4uL3WDsqZIDDvOR/0fKIbWbpGiimOFU/2I+WxdPCwKB1hIS9UBgDpIhpheAnsCqxXy2KhOXwNxR1WUxrezhIvIztZ6kDeI24AsRObTS8c1J0ne+Jpac74P12U/CEulrgefKYlHv6ALkMWnL+4E9vSd1593k6zEIS8wbtdPBzHDGAWM32mijV7t37z5TRFqcH1HV3YB/APuLSKdRD3Gx6wvcBGyA9a+fUKstMZlcQTCX3ROK+eyFKYcTCFSUkKgHAnOQyRV2x/S09yvmszekHU+gfSTGNhOAnIicM5fXdROR1BQl4jheBnPbPABYDfgBa+G4Frg3iqJ5DsSWAuc4BEvo3sGGTCv+hCGO4wZsSLZRqaV/svQk1m8+LoqiN+Z8n6r2APokrS1NP94FaBysXV1Eakp+saO42HXDpBt/D1zlI394yiG1m0yu8ACwOiaT+23a8QQClSIk6oFAExKjjVewPtY1gtFGbaOqd2MVxb4i8nWTjy8DdBeRYhpxxXHcC0tGD8AMdxqAJ7DkfEwURanIJjrHZthThgZgN+95qNxnJvKSW2CJ+c7AksB0TEJyHHB7FEUftfT+5MnIM8AkEdlmjrV9MSWcPUSkZts/OoqL3fbAKz7y77vY9fCRr7mhzEyusCHwOHBqMZ/Npx1PIFApQqIeCDQhkyvshylo7F7MZ29NO55Ax1DVdbEkboSIjG7y8b9iA5rLikibhzHbQ1ItHoIl57sBvbBh5WuB66Moqooeeefoh1X0VwaO8Z7/K/UZcRwvCGyH3axsj2llf4upLI0F7omi6MvW7qeqJwHnAZuKyGNNPn4WsC2wbj0qvbQVF7sG4C7gM+A3PvI1VZnO5AoF7IlL32I++/W8Xh8I1AMhUQ8EEjK5Qjes//VbYJ1iPtvpL+z1gKqOBTbHquqTVfUXwKvApSJyfLnPj+N4ICanuB+m6/011lp1LTAhiqKq+zlzjgWBm7Fk+mLgxI4OmcZxvCRWMR+KPUXojiWMt2OV8wejKGqXV4Gqzg+8DbwObN50YFRVe4hIzVWQy4GLXRdgOCbj+Aawh4/8y+lG1XoyucI6wLNAVMxnR6UdTyBQCUKiHggkZHKFQ4GrgJ2K+eydaccTKA2qugbwO6xX/RNVvR7YBegnIh+X48w4jhcH9sKq5+sCMzEVjmuBO6MoqvqhvmTI9Dzsa/cvbMi0Tc6tcRz3Z/Yw6IaYCsm7WNV8LPBEa7Xf54WqHgf8CdgKMyobICI1k4RWEhe7zYEbgD7A8cD/+ag2koFMrnAbdqPXt5jP1qSzbiDQFkKiHggAmVyhB1Zh+hgYXMxnwy9GHaKqqwL/Bs4TkVNKuXfSa70Dlpxvj/lUvIAl5zdFUfRJKc+rFM5xOKZf/SY2ZPp2S69NlFrWYvYw6GrJ0oskw6DAK+VQr1HV+ZIY78HkGC8H1haRF0p9Vj3gYrcE9rO5GjDIR75NN2FpkckVVgdeAs4u5rOnpx1PIFBuQqIeCACZXOFoTEd6m2I+e1/a8QRKj6qug1VcVwVWFpHPO7pnkpgOxpLzPTFXzI+wAcbroih6ZS5vrxmcYwjwz+T/7uI92rgWx3FXzIipUeN8BWAWVtUehym1FCsRp6qugLXTvIn1/2/aGXTT20vSs768j/zERCFmYC20wmRyhZswF9q+xXz2s7TjCQTKSUjUA52eTK7Qs1c3Ji3es2HWiA17brXF5kOeVNWtsMf+c3KQiLykqjsDI5tZ311E3lLVvTFb+jnJisiHqnoY8Jtm1oeIyFfJY/yDm1lfX0Smq2oOSwybMl1E1gdQ1dFYdbcpX4rI5sn6HzGljaZ8KCLZZP0KTC2lKW+KyB7J+jXAGnOsvyQiByXrt2IGJU15QkSOTtbvBpaeY/1BETkpWVdgwTnW7xCRKFl/hp87K98sIueoanfgKX7OmsD3gAB/aWb9EhH5W6K/flcz6+eIyM2quvJ333039uOPP+7z6aefLjJt2rQeDQ0Ns3r06KHff/99fpNNNvm8a9euf23m/SeJyIOJbORlzawfJSJV+7O3226D9/788x5jnfMrH3nkmx8MGfLijM8++2yhyZMnLzRz5swuwDTgvuWXX57llluub48ePZr2tFfyZ6/pRe3F5L9p/+z9VUQuVdVFoFklnVb/7AG3NLM+QkTuVNU1geYM2ub5szdk/JDN11lknVGnDTjtkz7d+3zmnGu6XlV/9977emaPERO+H7jSwg2FB3Lbzfl3LhCoK+b8YxMIdEaO+G46PY9dqztdGlyjZvX3QHPuj41Dad+1sN6ox/1tC+uNycvXLaw3DhZ+2cJ6YxIyuZn1ponRpGbWm6qbfN7M+qdz/HvO9ab93J80s960teMjoNtc9v+Q2V+rRppWxv4H9J5jfVKTf7+P2cY3pbFf1TcTG5iz5+7A0S2sN6pIzGhu/dtvv50Zx/FhDQ0Nh8+aNWtVgN69e3++7LLL/nfppZf+qFu3bn8UkYdUdWAL+09J/ju1hfXGQcqq/Nk7+eSLJ733Xs8/3XXX0HMvv3zl5V94YRLbbvvG9D59Fvpo0UUX/d+bb775qyiKvlXV47Hh3aZU5GdPVXvN8fHG16X9s9eoYDOzhfW5/uwx++v3QwvrjYZe01pYb83P3hU9Gnps++o3r262YNcFu66ywCrP9+jSo/HrVFV/91ZYsMsKGy3blSc+nLFNJldYupjPtijfGQjUOqGiHujUZHKFXsA7feZzn164ea/VgD1FZEzacQVKi6quj1U6p2AFiv4i8v683hfHcTdga6y1ZWegB5bwXwvcEEVRc0lF3RDH8fLY5z0MexLRZebMhg/HjNlj0uuvr7K6c7Pu8b5hL++pCqk8Vd0MuA/7Pv0b+GWQZWw9LnYOOAY4H7t52d1H/ol0o/o5qrr3R9/OyucenbIMcEUxnz027ZgCgXIRKuqBzs4xwBLf/uB3wdohYlX9Z2dzMOwEjMKqooINeJ4OHNncC5O+8zWx5HwfYInkvX/BEvTnyjEMWQ0kn/tAZg+DrpssvQacC4zr0mXWs6+9tsos5zjS+4ZLgcedYyfveSedqGcjIo+o6lKYrOSN2BOU5lpFAs2QKL9c4mI3AbgGe7pTdYjITao6BhsY/nUmVzivmM/W9U1zoPMSKuqBTksmV1gQk4p7spjPZlV1R6z39fygu1w/qOom2GDjySJynqqeDXwnImc2fV0cx8sA+2IJ+mpYm8GdWHJ+bxRFP1CHJEZMGzA7Of9FsvQUs4dBX2vuvc6xJfAPrKVjF+95tPwRN4+q9gPeFRGvqg3Ay1gxajUR6ZAGfGfExa7BR35W8u9jgFt95MsiZ9oWVHUIoCLiM7nCCtjg8DXFfPbX6UYWCJSHkKgHOi2ZXGEEEAPrFvPZ59KOJ1AeVPVhrErcT0SmNF2L47gXlqAegGkzNwBPYMn5mCiK6lKnOY7j7thA51CstWUprI/4ISw5vyOKog9as5dzrIzd0PQFjvC+2WHGspIMab4LXCEiueRjuwK3AluKSHMDnIFW4GKXwYzgvgH285G/P61YVHUL4EHgQBG5FiCTK1yCPR1bpZjPpv5UJxAoNaH1JdApyeQKfYATgXFNk3RVdcAemILKbWnFFygNqro81sYSNSbpSQV5yPzzz38GVkmeH5PyOxO4PoqiN1MKt6zEcbwA1hIyFMhiyibfYbrjY4G7oyj6suUdmsd73nCOwZjb6t+cY1Ug5z2VbB87EVgIa3dpZCywhojUhURmWvjIF13s1sO+v/9ysTsbiHzkK/qUIvnbPBr4IImlkbOAwzC31YMqGVMgUAlCRT3QKcnkCn8ATgV+Wcxnf7yQJxeDJzD5tpVDC0zto6oLA1PHjx/fF9gf2A9YvkuXLiy88MJvT5o06WBgQhRFdTd0GMfxkpje9DDMsbM7NiR4B1Y5fyCKoqkt79B6nKMbcBGmqnMXsI/3P1F7KQuquhhWTb9bROaULG18TU8Rqcp+61rBxW5+zIfgMOzmLltJN1NV3TY59ygRuaLpWiZXOB9z0B1UzGebbdMKBGqVUFEPdDoyucLiwG+BMU2TdICkv3U4phxxGM1rDgdqAFVdasKECbOmT5++J9basi7WS/0v4PeDBw9et1u3bicCk+tJGSSO45WYbT60MeCwJwaXYVXmx6MoKnm123umA79xjv9iCd3jzrGj9xRLfdYcnIw9FRnZ3GKivX2Eqg4IN97tx0d+CnC4i93DwIwKJ+mN1fQi8LdmXnIO1v4SAXtXKq5AoBKERD3QGTkF6EkLF3bgAWz48HRV/VuoxNUWcRz3AHZYeOGFr5o+ffpCWKL6AlZxuymKokbN7fuBX2NzCrumFW9HaaJS0zgMunqy9BL2uY0DXq6UUo33XOYcb2BDpk87xzDvmVCOs1S1K/Y53yAir7bwsmeBs4HDgUvLEUdnwkf+x/YiF7sjgAHAKT7y5Ry2XhZYHIhF5GfnFPPZzzK5wp+A0zK5wllzFmACgVomtL4EOhWZXGFp4B2smn5gS69TVQHGAyeIyIUVCi/QTpJkdTBWOd8TWKR79+707Nnznq+++uqUKIqavXCr6kisCre2iLxQsYA7SBzHXYFNmF05XxEzjXmM2Uot76YXITjHAGzIdAXgcO+5thznqOp8QG8R+byFdYf9Lv8CWCnceJcOF7tzgd9jN0N7+ci/Xa6zEtfXWS0p+CRzR+8CDxbz2V3KFUcgUGlCoh7oVGRyhYuxHtpVivnsXC8qqnolcE8YKq1e4jjuh/Wc7w/0xwyNbhs0aNDGiy222HTn3KC5SfOp6kJYEneyiKSmZtEa4jjuCfwKq5zvCCyKOUbej7W03BlF0Wct71B5nKMPpryyOZAHTveekrQZJd+775ursDbz2s0ABU4UkQtKcX7AcLEbClyNubUe7iNfUt16VV0ZeE9E5jlLkckVIuxJaVDyCtQNIVEPdBqC5m59EMfxQpiRzQHAppi9+MOYpOJtQ4YM2Q4zudlXRG5scaMEVXUiUpV/COM4XgTYAauab4v1Yn+FDWuOw/Tdv00vwnmTDJleirUZ3Q7s5z0djllVr8AkJldrZbJ+H9am0TcYmpUWF7sVgZuADYHVfeT/XYp9VbUL5jD7vohsPa/XZ3KFhbAnpk8W89lsKWIIBNIm9KgHOhOnJ/89c66vaoKqzg8cAfxNRL4qS1SBeRLHcTdgayw53xmziH8NOA24IYqiH10JVfVATPe5VZW9ZIB4PmAHEbm11LG3lTiOl8M+x2HAEKxS+SHmFDkW0FoyX/Ke6c5xJPAf4ELgscTJtN1OkqraFzgU+EtrkvSEY4ApIUkvPT7yE13sBPhVY5LuYrewj3yb5T7nYB/s5mp4a15czGe/yuQK5wFnZ3KFDYv57BMdPD8QSJ2QqAc6BZlcoR9wCHBFG62mBwAXYJrTcTliCzRPkyHJA7AL9hLAJOAvwHXAsy0MSA4FlmtjQnYYcImqiog80rHI20byeQ5g9jDoesnS68B5WHL+bC3LR3qPBy5OhkxvYfaQaXsTqRGYgs9ZrX2DiLzR+G9V7RIS9tLiIz8duBvAxW4ToOBi91vgmvYoxKhqN2x+5CWgLe2Hl2CD46OwVrFAoKYJrS+BTkEmV/g7NmTYr5jPftSW96rqbZhrZV8RqUunymoijuNlgH2xBH014AdsKPFarNWj2QpqcmHvNqf7aGtInpy8lfxPyt0Kk5gurY8l5sOAlZOlp7GWlrFRFNWlHrRzDMRad5YFDvWeG9ry/qRn+VXgTyJyQhvf2wNLJh8VkZFteW+g9bjYLQ3cgM0mXA8c7SPfJk19VT0MuBLYSUTubMt7M7nC77ACy5BiPqtteW8gUG2ERD1Q92RyhVWwVoiLivnsiW19v6qujlV18iJyWqnjC0Acx72whPUA7KaoATOeuhYYE0XRPG+QVPVwrIq2gYi0ua1CVY/BqnFbl2OwNI7j7lgryzCstWVpYAY2zDoWuCOKov+V+txqxDkWBf4JCFYVH97aIVNVPQvzQegrIp+29WxV/Sdm/tRPRCa19f2B1uFi1wVrN4ywG+A9feRfbO37VXUMpmY0uK03zplcoWdy5tuAFPPZkOgEapbQ+hLoDIwEvsdMMdqMiLyiqrcAx6nqRe1JDgI/J6kqD8GS892AXpihyZnA9VEUvdnavZJK6XBgIvB+O0O6EjPPGa2qD5Siqh7H8QLYEOhQIIvZ3E/BHBbHAYUoiiZ39Jxaw3smOcfWmAnTacAA5zjAe75rxdtPB67vwO9hhN0snYS5EwfKgI/8TGCUi50CNwLbAK1O1LEnoH3a83tYzGe/T9ynL8PaX+5r6x6BQLUQKuqBuiaTK6wGvAzki/lsu6vhqroK8H/AESLyeqni64zEcTwQk1PcD1ge+BoYg1XPJ7SnF1tVf4Mpi3SoGp5U5Q8Fsu2ttsZxvASwE5acb4UNvn4O3IEl5w9EURS0vAHncMDxwPnYU6udvW/5RktVe4lIa5L5uaKqN2JPNdpVlQ+0DRe7PsCXPvKzXOzOwBSAlgPeA05raqKkqj2BBTr6fcnkCj2AN4CPgcGhqh6oVUKiHqhrMrlC42PuvsV8NvSXp0Qcx4sDe2HV83WxQcB/Ycn5HR1JXJML+9uUoL9cVRsA39Y9Ej33RvOhjbHWnYlYS8tY4PEoilrUc+/sOEcWk/f7DkvWn57zNaq6FibDOUxEHu7IecmN93+Bc0I7W+VwsTsA+HtvervFWIwiRbAnTIc3Juuq+jtgNLBqe1rYmpLJFRr73Hcs5rN3dSj4QCAlQqIeqFsyucLawHPAyGI+WxLFFlVdGti4GmT8qgbn9sH6jFcgqZDh/Y1xHPfANMAPALbHWu1ewJLzm6Io+qQUx6vqvtjAWskUW1R1cWAZEXmpufVEqeWXzB4GXSNZehlLzMcBL7WgShNoBucYhA0NLw0c7D03N11X1TsxN9a+ItJR2T9UdQdgvIhUtQ59PZBIjspLvHTFsizbezEWYxrTOIdzmGWjCRN95DOq2gvTQX9FRLbq6LmZXKEbNnj8DbBOMZ+tWeWkQOcl9KgH6plRwGTgohLuORw4VFWf7mi1py6wJP1KzIgHDyu+v/zyf73niCMOZpll1gEWAT7C9LOvi6LolTJEcSPwlog8VcI97wZ6quovG2X84jjuglXLG2UUM5jZ0mPAicC4KIreKWEMnQrv+Y9zbIBJ8d2UqMPE3jNLVQdjN32nlyJJBxCRu6C6Da9qlTiOV8QGhQWbQ+kHsAqrMJGJPM/zFCliqp2A3eSDad0vQSt10+dFMZ+dnskVYqw4MAwbYA4EaopQUQ/UJZlcYUPgceDUYj6bL9W+qvqju6mIBHdT54rAipMXWYSX11iDl9dYgy8WXZSu06f7Gd263YDpnT8YRVFZNKtVtXsbDG/asu9ewE3Tpk078IknnpiMJeY7AYsB04AHsMr5nVEUhR7nEuIcPYDLgYOBfwAHjR+v44C1sGp6ySrgqro+cBWwo4hMLNW+nYnk6VJffpqYr5gsTwYeARTQmPg2j1+xmW0mjh8yfg3gXeBJESmZq2gmV2h0N50FrFHMZ4N+fqCmCBX1QL0yCvgMGzAsGSLynqr+BThSVc8RkbdLuX8NsgLAHTvtRDGToe+777LpI48w8NVX6TFt2v7lPFhVFwL+o6qni8g1pdo3juNFgG59+vT5+ssvv/w74LCB17uwlpZ7oyhqkyZ0oPV4zzTnOBTrIT+3R4+Zq372WfdBiy/+w+/L0KbyEbAKcAZweIn3rkuSxLw/P03Ml0uWP8cS8wuw5PyVpsPhI+ORp9HkCVzCFEz5ZxvsCdyIUsZbzGdnZnKFCDPa2hN7AhcI1Ayhoh6oOzK5gmDa1CcW89kLSr1/0qf+DjBGRA4s9f41g3O9MEWF3h8vuSQ9p05loa++alydiPeZch6vqhEmvbmOiDzfkb3iOF4WUwEZhiUeXRsaGiYvtdRSi3Tr1u38iRMnnt6S0VKgfDjHjsCNXbvOmrr44tOGfvhhzwmlPkNVLwaOBgaIyFul3r/WSRLzVfhpYr50svwpSbUc+5v76rxUm1zczEwLjPGRn6GqGREplvpzyOQKDdh8TE9g1WI+Gwa7AzVDSNQDdUUmV3DYRaM/sFIxny2LDJ6qngssCRwsIp1vQMm5XwI3YxfwGUC3JqtTgMPxvmyVK1Xtgz0mf1BEdmnPHnEcD2B2v/n6yYffIBkGXXzxxZ8eNGjQ08AjbXXADJQGVe06ZIgMxIZMlwAO8p4xJT6j8cb7HyJyQCn3rkWSxHxVZifmgv2tA3sC0TQxf72jA9Mudlss2HXBa76e8fWmPvLFjuw1NzK5ws7YE7FDivns1eU6JxAoNaH1JVBvbAVsChxTriQ94ZROO4Dm3G+wR9uTsK/3UjSj+lLmKE4CFsDMa1pFYrC0HrOVWlZJlp7BTHTGAq81TTxUdVMRCZrnKaCqDnh4/Hh9dMgQWR/7/tziHAOA0b7JJGJHEJGPVPVS4ARV/UNn80lIfi9W46eJ+WLJ8v+weYzGxPytUisZ7bbcbpMOzhy83K3/u/V2TEmpXNwBPAuMyOQKNxTz2fCELFAThEQ9UDck1fQzsWTxqnKe1Zikq+ovgSki0moXzTpgIczp72C8/zz5WMX6PlW1N6YOcYuIzFVFJo7j7ljiMQxrbVkG03AfD1wC3B5F0f9aen9jkq6qA4F3RWRqKT6HQKvYDpNjvNZ7PnWOLYC/ADEw0DkO8Z5S3USdi7lm1n3rS6JetAaz21g2BfokyxMxxaPxWHL+brklRo/pf8x+s/ws/+CnD67hYreDj3xZ9M6L+azP5ArDMVfgQ4ArynFOIFBqQutLoG7I5Ao7YI/IDy/ms2VN1AFUdX7gA+Dh9rZf1AzObQl0wfv7cK4B8KT4x0NVVwO+E5F351yL47g3sC1WOd8Bu7GYAtyLPfq+K4qiyW04a1VMNeK3InJJCcIPzIOkmv4ssDDWOz4dfnQyPRk4O1nf2Xs+Si3QGiCO467Amvw0MV8oWX6H2a0sGkVRsZKxNbYdzfQzb91St1wHmA8Y5CNflqdYSTHnMUyVpn8xnw033oGqJyTqgbogGRZ6FrsADSjms9Mrca6qjsAqfOuKyHOVOLOiONcNcwk8GXgUGJJygt7Q3ExA4ny6I1Y5/xXQA2vNuRNrmbi/ve6njS0YWKvMSiIypZ3hB1qJqg7D9NQPFJFr51x3jqGYydWXwI7e80KJzv0NsJaIHFaK/dIgjuNuwNrMTsw3wdrEwKRlG9tYHomi6P0UQvyRZJD3KGDAkPFDVgAeAvbzkb+hXGdmcoUtgAeB3xbz2YvLdU4gUCpCoh6oCzK5wq7ArcABxXz2ukqdq6oLUgbt36rAuZWwlpb1sZaD3+F9qklqcmHvA+w/fvz4DFY1H4olIw3Yo/txWHI+IYqikqg7qOqmmOzc70Xk/FLsGWgZVX0GSy4HNRpOzYlzrIn1HS8K7O89t5Xg3OGYtGvN3Hgn7V3rMjsx3xjolSy/xk8T8w9TCLFZkha297Eh3l8DuNit7SPfIQWn1pDJFR7CBmb7FfPZcOMdqGpCoh6oeRJDi5eALsBqlTa0UNVTgDywkYg8Ucmzy4Yl6S9g/dyH4/2tKUfEQw89tMKUKVPe+uCDD17++OOPuzJ78OwVEqUW4MVy9dSq6r+wSmU/EQk66mVEVZcHlhaRp+f2OudYCvu+b4BpoZ/VkSHTJjfeT4nI9u3dp5zEcdwDu3luTMw3wmQHAf7DTxPzT1IIsdUkrS9eRD5u+nEXu+WAD3xUngQlkytsjLXAnFzMZ88rxxmBQKkIiXqg5snkCvsANwB7FvPZkkq3tQZV7QW8DIwWkb9X+vyS4pzDe49zDrPxvgbvU3NsTAbfNgKGdevW7bDp06cvAHhgApagjYuiqCKmU4mL5XhgJxF5oBJndjZU1bVVTck55sOGx/fF/g4c5j3t7j1W1ZOBc4CNReTx9u5TKuI47ondiAzBkvPBWC832N+dxsT80SiKPkshxDajqj2Bqc19r13sNsQ+n7185MeWK4ZMrnAPpgLVt5jPhhvvQNUSEvVATZPJFbpiDobfA2sV89lUNM1VtauI1LaJhnPrYi0ue+J9aio2cRzPh8k+DgV2AhYHfujTp0+33r17P/zee+/tk1alUFX7iMgXaZzdGVDVA4H9gT3a8nVOhkxPBf4APAUM9Z6P5/6uFmPohQ1Z/ltEtmzPHh0hjuP5gQ2ZnZhvAHTHblBfZLYiy6NRFNXkz6KqXoPJum47Z7LuYtcVeA5zKR3oI/9dOWLI5ArrAU8Dw4v57JnlOCMQKAUhUQ/UNJlc4SDgamBYMZ8dl2YsydDhJsBjNaWxbiouJ2Ba6J8Au+L9XFsOSk0cxwsD22PDoNthPbZfAwVg3EYbbZTt3r37HljbSaoqH8n3ecVyOCh2ZlS1G/A6MBnrEW/z75Bz7AJchw0S7+Q9L7Yzll2Az0Tk0Wza5d4AACAASURBVPa8vy0kKkUbMTsxXw8zEJsFPM/sxPyxKIq+LHc85UZVB2AtOheJyInNvcbFrrE15Rwf+Vy5YsnkCrdjX/O+xXy21UpQgUAlCTrqgZolkyt0xwxvngNuTzkcgD0wt85tMJ3x6se5pYBrgK0xlY3D8b4iVbo4jpfBtM2HAltgf48+xtQ8xvL/7J15vFzz+cff35tVFoklsTOJJREiCEEsT6iqGrtaSi2lVfRHVasdQU+OrUOpqlZttbSqlNqn2ijNgyTWECFEgrHvQmSR9fv74zlj5ib3JvfeOXNn5ua8X6+8Lvd75nu+9+Zk5vN9vs/zeWBcEATzAVRVgX9WW6RHjAF+qqoDROTTai+mA/F9YADwf23d6HrPXc6Rx4pMxzvHUd7T6g28iJRdmNocYRiuihV8jsJE4nDs2V+MOVf9FhPm44MgmFWpdVSRADsBvbi5C3zgx7vQ3QT8zIXuZh/4lyu0ll9hpxRnYKl+CQk1RxJRT6hbUpncj7CmFfvks+kHq70eVe2GtaD/ANixLqLqzv0Gax50OnBtpa0XwzAcRLEz6A7Rt6dTLAZ9MgiCqqQvtRRV3QIrYL1ERCoW7VuZiP7tTMf6Eows99+Oc6yDPU/bA6OBi1tbZBoVll4E3Ccibd54R6dFu1AU5ttiDkULsa644zBhPiEIgtltvU89oKpDsbz6X4vI6OVd60LXH4u8n+0Df22l1pTK5P6BneINyGfTn6zo+oSE9iYR6gl1SSqT6459sL8F7JLPpmviQVbVHwDXYQWH91d7PU3iXFdgXbzP49wqQApfmYhV1J58O4rifHA09AxFG8WXm3NqUdWtgD8B3xeRVyuxxragqrdgP89AEalpZ416QFVPBq4CvhlXoa5zrIKlxR2OpcP80Hvmt2JNXbGN98fAiJZuHsIwXB1rKjQKE+ZbAw5YgOXPj8OE+cQgCFYqa0BVvRE4GBjQkhoEF7pV/Ri+bBRAKBS8x0Qqk9sca2h2aT6b/mVc8yYkxEWS+pJQr5wIrA8cWysiPeJmIAOcp6q5pprzVBXnNgP+DvTGuS3xfh4Qq0iPGq4IJmQPANbDjvUV+CNwbysarYTAFphYqiVC4Ajs7/qnVV5LR+AWLB3i4bgm9J55zvFdrNg8BDZ2joO856OWvF5EFqjqecCfsWZa9zV1XdRsazfsmRdgKCbMvwImRvdW7LSoIh0364gfA9e3tFDYj+GfwBedA/f7xQ0878fwJXAHzvXB+2/GsaB8Nv1yKpO7FTg1lcldns+m21SEnJBQKZKIekLdkcrkemCuDC/ns+ndq72epVHVo7EW57s21eK+Kpjd4rHAH4D5wPF4H1tefxiGPYG9scj5vljr93nAv7HI+QOtdahQ1eFY5D0QkfPiWmtcqOoNwO7AIBFZUO31JDSPcxyKbaI/wopMX2jJ61S1M7aRnQNsKyJLwjBci6IoF2wjCfa8j8dEuQJPFWosEkBVOzXXvKpJ7D3rjsWOQw77Dr7/XO7+Uw4PHAL8Ezg0rsh6KpPbBGsO9Yd8Nn16HHMmJMRFItQT6o5UJncmcAmwaz6bfrza61kaVe0EdBGRNns5x4pzPbF0nO9ix+5H4/075U4bhuGaWKTxIOCbmLfzZ8D9WErLQ+Uc7avqv7A89gEiUnNFdaq6JjBXRFaq9IU4ibpT/gv4lYiMq+S9nGM7rOh8VeBI72lRatq99977f/Pnz7/yrbfeemjOnDkbUEzfmoM5kxSE+TNBECQbtiZQ1Z2w9KODRGTKci92rhOwJeaEMxJ7f+npgcUOOvt4RXqBVCZ3PWYNunE+my77/TEhIS6S1JeEuiKVyfUGfgn8pxZFOkAUNVoc5bhuJCJV8ySPmI+ln5wDZPG+zZ1bwzBMYVHzA7E83AasTuBaLHL+WBAEZfvJq+qOWIFXphZFOoCIfAJf2wr2EJEvqrykeuQ07DmqeEqI9zzjHCMwsX6vc/wSuHTpItMwDDegccR802hoJ+BRLO9dgUlBECys9Lo7COdhG6RlTxidWxXbkO+MCfMdgd7R6IfAfxY4Du7q4W9D4Y3VOXTM/yoSYTwfOAY4Gzi5AvMnJLSJRKgn1BunAWtgtlq1zj+BQao6pN2bIVlU6jTgFrz/GOf2aItAD8PQYTm3hWLQraOhFzFHjLuB55orBi2DycCpmCiqWaLUiElYkeAPqrycukJV+wJnAg+IyJPtcU/vedc5dgNuwk7lhpx88tW/XnvtD3eiKMwHRpd/gQnzazBh/nwcm9CVDVUVrIHZz2TUqDnY77cQLd+ZYk6/x9yUbgEmRH/eAO7o6mHS2rDPDPjvAJ7CuRFxR9Tz2fSbUVT9B6lM7pJ8Nl0baYsJKz1J6ktC3ZDK5Ppib9yP5rPpA6q9nhWhqgdiQvZ4EWk/wencutgx8x7Az/H+sta8PAzDTlj08CBMoA/EPkQnYFHze4IgmBHrmusYVb0CK5IbLCLJ76WFqGqIbbi3FZHn2uOe0cZzwOLFDbs/8ED61Oee23bYhhu+yeGH/4OePefOpJjGosALQRB8vblV1S2xzeOP674LcTvx1dprd5t25plP9H7llYGpG298pGHx4h2xjqQAXwJPYO8r44En8b54ehblqBPlpB96KIetOYf3fjuWtVZZVLH0l/WA14Bb89n08XHOnZDQVhKhnlA3pDK587CmFFvns+nJ1V7Piog6WD4NrAls1i4Fh87th0WhV8H80W9qyYdZGIbdgW9gwnx/oD9mJ/cwttm4PwiCirshRL+zvwL3isgdlb5fHKjq2lhx8z9F5Ohqr6ceUNU1sE33WBH5TqXuEwnzTWmcyrJ+NPzJxIk7vDZ27F7bNjQs+cg5/+2FC7s0mz+tqgdgG9UTROSGSq25rnGuHyXRcu/c9s77rtHoG5ggL0TLX1zhKZ9zD2EnG4fivR+zu3NjxnEHEJvry9KkMrnLsQ3ZkHw2XTOWsAkrL4lQT6gLUpncmtgb/YP5bPqwaq+npajqt7FiuZNF5OqK3sy5E4DrsU57R+D9tOVdHoZhH2AfLHL+baAXFuXKYYLkwfbujKiq38KcYn4sIle1573LQVUvAX4ObCkiU6u9nlonKrg+Eng2zt9XJMwH01iYrxMNf0jjiPnUIAh8Sd56T+C73pNrZs0OeAroR3ttvGsZ5xqAzSmmsIykmM+/EHjWOzfh/X33XdR72rSrek+b9mYb79PIN/3Qw1zDnVtwNPCCD3zsJzGpTG4tbON9Tz6bPiru+RMSWksi1BPqglQmdzGWz7plPpuuGyEUfbg/DnwqIvtX5CaFDzKLZp0GXID3TdrChWG4DuZtfiCWGtMFEzD3YpHz/1XLUi76XT2JRfMHiUjdWNtFDjBvANeKyM+qvZ6Vhaih1hAaC/P+0fB7NBbm05qrpXCO9TGf9K2xDdflTXUyVdW9gQeBU0TkT/H+NDWOc72AERQj5jthNqwAn1BMYZkAPKvjxn1Vie7MLnSrYo2o8sBIH/jYe1WkMrks8AtgaD6bfinu+RMSWkMi1BNqnlQmV0gtuCufTX+v2utpLZGI+zT2Dy3L4fwBcBjwbbxvMm82DMPNKBaD7hh9ewYmzO8BngiCoOqNmVR1f2zD8AMR+XO119NaohzmqTXX5KrGUNVzgdkicnlrXxsJ86EURfluWGoZwNs0FuYzWlPk7Bw9gb9gnTP/DJziPY2i5tFm8jFgALCJiHTMBkb23rIBjaPlw4BO0RUvUUxhGQ/MKI16R7+nh4DbReS62JcXuqOxv6sf+sBfH/f8qUyukJr1n3w2fWjc8ycktIbE9SWhHsgAXbEOf3VHiY3fGsC8WHy3nVsN80Y/BPtA7A3MhK+P/4dTLAYdEr3qWSzH/26iY/+y1xETqtqAWbjNwD6A6w4ReRFAVXsk3upNo6rrYfZ3t7bk+qiweRhFYb4rsHo0nMfStBTrD5Av55n2njlRY6TzojVu6hyHeM8nhWtExKvqaGAviqK1/nGuC3aaUOrGsl40Ohc76fo1JsyfwPuZK5jxIKzm5eaKrNecYX4IZF3o7vaB/zTOyfPZ9KdRrvqvUpnc1vls+vk4509IaA2JUE+oaVKZ3PrAScDN+Wy62n7kbUZV18U6HF4A/KasyZzbBRM662DHs5eFY8Z0IgwLxaAHYgVzizF7uauBe4MgeKus+1YWjwmk+SJSt97UqrozcL+qfktEnq72emqQ0ZjAPb+pwTAMOwPb0FiY94mGX8NOgBTQIAjalvO8HLxnCXCOc7yMRdWfdI79vOfrdDsReRT7d1W/OLc6lrpSiJaPwArQwfoiPEYxWv5Cc6d1TRHVH5yHdfps0YastfjAexe6HwPPYRuIEytwm8uxVMLzsAL7hISqkKS+JNQ0qUzuT8AJwGb5bDpf5eWUhao+CGyPddr8sk2TmD/6FKDrh/37f//qU05ZE4te7QushjWO+Q8maB4IgiDWSFPC8lHV3tiR+TMisne111NLqOpGwHTgBhE5CSAMwy7Y6U9BmO9CsdnNq5SksgRB0K7dIp1jR+zf0SrA4d7z79JxVd0X6Csit7TnulqNpbFsRlGU70yxu+piTOwW3VjK7Fqsqt/FBPrhIvKPcuZaES50ZwLTfODvq8T8qUxuNHAhsGM+m24Xr/+EhKVJhHpCzZLK5FLYh/X1+Wz6lCovp2xUdXvMNeJcEblghS9w7kisqdCGWGHcOeGYMfev8957P/iof/9dF3fuvAcmImYC92MpLWODIKirtAtVPQRrGZ6tpwLS5lDVM7FmOruIyPhqr6dWUNXrlyxZ8r0pU6YcMXPmzEIB6M6Y2wrYiVOpMH+/Skv9GufYECsyHQr8FLiyUGSqqv/COmoOqKnuuc71ALajKMp3wprEgb1XTCj58zTez4nr1lEK28vAV8A29V6vkcrkemEb70n5bPpb1V5PwspJItQTapZUJvdn4Chg43w2/W611xMHqnoPMAr7cG8+z9NE+nVAj8/79OGVwYN5ZfBg/2YqVYiQvY1F++4GHqvXjolRZ8+XsTzYuv9gB8tRx4qfp4rIHtVeTzUJw7AbJmalS5cuByxatGgr732XaPhFisL80SAIPqzWOpeHc/TCcqIPAK4F/s97FqrqcOAZ4Fci0mQqTzstcF2K0fKRwLYU01qn0diNZRo+fpeUUlR1J6CTiDxeyfsUcKHrDJwDvOsDH3vhaiqT+zmWrrhbPpt+LO75ExJWRCLUE2qSVCa3KSbgrsxn0z+t9nriQlW3wnzOj1nukblzeWCjp0aM4MF99gGg30cfscmMGV9MHDnyG8CkWioGbSuqejyWC3ygiNxb7fXEhar+BPgd7dh1sxYIw3AVzFmokMqyE9ANq0F4gcbC/JPm5qk1nKMBS4HIAP8DvuM9n6nq3cDurGjjHd9COmPR/VI3lo2i0a+wE7tCtHwi3tfN77ituNA5YCyWVjjIBz7WDV8qk+uB1UdMA3bPZ9N1/76bUF8kQj2hJkllcrdgudcD89l0TUba2oqqDhSR15d7kXNLAPfxmmvy6mabMfiVV1jjs88APN43tMc6K42qdsVSmz4GRlTCc7laqGp37IRgYrXXUknCMOyJifGCMN8Bc2hagm1IdbXVVnt90KBBQ7t37352wQGpXnGOo7GmYm8B+40bp12BycCFInJOBW7YF9v4FKLlO2CNyQDexyLlhWj583hftSZMqnoCVpT6ExH5qj3v7UI3CKvd+bsP/LFxz5/K5E4Ffg/smc+mH457/oSE5ZEI9YSaI5XJbYG96V6Sz6Yz1V5PpVDVviLyeZODzr2F+RgvzZt4n6rkutoLVT0ZuAr4toj8e0XX1yuq2klElt8qvU4Iw7AXFskVLIVreyzNYjEwiaJV4uNBEHwBoKr/wDrfDqh3oQ7gHDtjKWddgUPHjdN9gOdFpDwrQktp25jG0fItAIdtfCbT2Lv8LWrkAzzamM7ANjA7V2PT7UJ3EXAWsJsPfKwpKqlMrhtWCP0uMDKJqie0J4k9Y0ItMgaYTbk2hjVMFH26XFU3E5EPmrgkg6WEdC/53lzM3q6j8CRwKeZS0yFR1V8Be6tqVcRLuYRhuCrmxFIQ5sMxe8VFWH72ZZg4Hx8EwTIFlao6DDgUuKAjiHQA7xnvHCOwItMHR42Sn3jPzUu3ul/m/5fGue5YPnlpfnmhq+osYCJwBybKn8L7tjlFtQ8nYr7rx1TxOb8Qq2n6vQvdtj6IbxOTz6bnpzK5C4BrsE3nv+KaOyFhRSRCPaGmSGVyWwPfAc7PZ9Md2VpQgR6YID/96+86NwoYjveX4RwUXV/eAkbjfUV8iauBiEzCorAdmbex1JADsOLfmiYMw76Yd3lBmG8DNAALsfzni7Fnd0IQBLNbMiXwBfDbSqy3WnhPPoqs3wr8Yc9Ojxz3+x+dOvvTsWOP3HWvvd6PouOX49zneD8GAOfWonFDoeFYVB4sB/rfFCPmU/G+Lk5houLp0cA4EXmkWuvwgZ/jQncs8HmcIr2EG7H36/NTmdyDSVQ9ob1IUl8SaopUJncfJhQG5LPpptNCOgiqej1wNLCxiLyDc9thhWpvAdvjfV3ZLLYUVe2JNSm5VERquQlT2USuNlOxQr+ta83VJgzDNWgszIdhqRYLgCcoprI80VrbT1XdDnialtqR1iHO0Qn8r8GdOXzbz/jtt/8yZbcLfzoMKyQ+DXiEKF0CS2sB+90+QzGFZSI+3gLI9qTEjnTX9nJ6aQkudJ18EO9mJ5XJHQvcBBycz6bvjnPuhITmSCLqCTVDKpMbAewHnNPRRXrE+cAxwNk4dyUWUfsE2KujivSIHwOnArdhm5IOi4gsUtUxwN+wk6KKNoBZEWEY9gN2oyjMh0ZDX2GpFiEmzJ8MgqDcgsBPMYvRK8qcp2bxnsXgfjHAvf7Gms9N/+PTMz4Zuk3nPkt6L/qicMkewEeYIL8aE+fP4n3d9wso4U5gcY2J9KuBVYEjY576b9jpwXmpTO7efDZdUxvvhI5JElFPqBlSmdy/sUYdA/LZdC3nY8aGqv6RJUuOHbn//l90mT27AdgF71+r9roqhaquinmMPyUi+1R7Pe1B1FJ9MlZwuXV75vCGYbgWRVEuwJBoaC4mGgsR86eDIOhI4rFyWFrLRjQu+twKaFiCY6obQl8/k/V57xjsd/x6rRR9riy40I0BAmBPH/hYXVpSmVyh8+oR+Wz69jjnTkhoikSoJ9QEqUxuF+Ax4Mx8Nn1ptdfTXqhq/63OOOPw1SZNCoDd8X5KtddUSVT1XOA8YHsReaba62kvVHUE8MkKbTnLJAzDdWkszAdFQ7OxqO44TJw/GwRBxaz8VPU84E4ReaFS92g3nOuK5eqX5pevE43OxoqixwNb6ZFnHfj9CaN5K9+d0/ndI5dy5p4dVaSral/sxCQQkanVXk8pLnSrAC8B84FhPojPtjKVyTVgG+8uwJb5bLoum80l1A+JUE+oOqlMzmG52YOwLqQdOe2jSKkrhHN9ddy4eSLSYaOaqroa1o77fyJyULXXUy1U1cUVVQ/DcAMaC/NNoqFZwOMUhfmk9upeq6p7AA8Dp4tI/aW9OLcmVgBciJZvT9F9KU9ji8QXsZOSy4GfzEmlrn/kir9uERy5+kbPzRmybpoHnn+fdbZ/1g/vcGIu2oydi50STa72epbGhS4NPABkfOAvjnPuVCZ3MPBP4Nh8Nv2XOOdOSFiaRKgnVJ1UJvcN4L/Aafls+spqr6ddcK4X5gLyGx03bmz037NF5KjqLqxyqGo/4ALgjx0i0tpKVLUP8HfgLhG5vi1zhGGYorEwHxANfY6dSI3DhPnzQRC0u2uIqjpsg7ARsEl7N75pNc41AINpHC3fLBpdhLkSFRoKTcD795qZZwzQF/gp3vtRblyn1Zj51D0ctC3WNfNw7+kwdTequia26X5QRA6r9nqaw4XuHqxJ1AAf+NiexSi49CzQBxicz6YXxjV3QsLSJEI9oapEb3jjseY+m+az6dr+YI8D57phkZ49gO/g/d2qmgV+AQwVkZequr6EihCJ2CeAtYHNVnR6EoahAwbSWJhvGA1/BjxKUZhPqYYwXxpV3Rt4EDhZRK6u9nqWwbmeWIS8EC3fCVgtGv2UxtHyZ/B+Xivm/vqETFXXYMmSb43aY/dVsCLSGcB+3jMjrh+lmqjqxcCZwJa1lvZSigvdeoD3QTMbrDJIZXKFiP2J+Wz6urjnT0gokAj1hKqSyuQKzSNOymfT11R7PRXHuc6Y88dBwHF4fzNEH+wWoRorIt+p4gorgqoeD0wVkSeqvZZqoqp7YQ2efiwiV5WORcJ8UxoL8/Wi4Y9pLMxfCoKgphwnoo3IU8CawCARqVo7+69xbn2KonxnYGusYRPAy5RGy+HVuPLJVfUCzB1kq1GjZA3grmjoO97zvzjuUS1UdW2sIPwuEfletdfTElzoHLC2D/z7cc0ZBZkmAutiQaYOm7aYUF0Se8aEqhG90Z2PCdQbq7ycymPH7NdhIv30gkgHEJFPVfV3wLmquo2IPFetZcZN9MH+Byync6UW6sBDWGrIOWPHjr1x4sSJKYqiXLBoO8CHFB1ZFHg5CIJaj6p0xX6+l6oi0m0TPIzGbiwbRKPzsKLPizFx/gTef1bB1VyO+aiH3nNI1Mn0AWCsc5ziPfUcgZ2L+ab/rdoLaQXXA7u50A2NKwUmn037VCZ3DvbM/xB7j0tIiJ1EqCdUkwOw7nzfz2fT1Y++VR6HFZ6Nwfumiux+i/mL/xxrhd1ROAsTcWG1F1JNwjBsAIb07dv32S5duuzy6aeffgj0jobfw5rjaPTn1ToQ5o2IUnlGt9sNnVsNS10p5JfvgHX7BWsyNB64FIuWT8b7dssjjjbelwO/UtVtvZdJzrEjcDtwrXMMAX5uPuz1hYjMAsZUex2t5O/A8Vi6zvkxzvswdtJ1diqTu2GlMUJIaFeS1JeEqlBicdUV2KLDW1w51xvvv4w8mGnuiF1VdwZeEJEO4SOvqhtg+bl/FZEfVHs97UkkzIdSjJjvBqwB0KlTp8+892OXLFnyX0yYv1ZvwrwUVd0T6Ab8qyI+8fbvZlMaR8sLnvCLgecpzS/3/u3Y19BKIvvC14EJIrIvgHN0xjYPP8Fy+b/rPV80P0ttoaq/AF4RkfuqvZbW4kJ3O7A/MMQH/o245k1lcrth/4Z/ns+mL4tr3oSEAolQT6gKqUzucKwz5ZH5bPrv1V5PRXHuJ8DpWDOjd1vyElVtqLV2821BVa/GIlmbisib1V5PJQnDsBOWA11IY9mVYqFinmIaiwL5ehbmpUQNnaYAHthKRMqPEju3Ctb8bGTJnzWj0c+x3OBCfvnTeD+77HtWAFU9Cyte/W5p8bBz/AhLlXgVKzKtqL9+HKhqClvv9SJySnVX03qiwtJpwP984PeLc+5UJjcW89ofkM+ma/JZTKhfktSXhHYnlcl1xtIgXsKOgjsuzh0H/A64G8s7XiGqOhi4W1VPFJHHKri69uAN4NKOKNLDMOwMbEtRmO+C2bUBvIYVECqgQRC8tfTrVXUkcBFwgIjUTVS1Cb4LbA4c2maR7tw6NI6Wb4s1lAEThw9QdGN5Be/rZRObbeqEwXuucY7pwJ3AU85xsPc82v7LaxXnAkuAC6u9kLbgA/9u1LH0VBe6/j7wH8U4/blY/c2pwK9jnDchIYmoJ7Q/qUzuGOBm4JB8Nn3Xiq6vW5w7GLgDyz3eF+9b5Aqgqj0woTcN2L09W84nNE8Yhl2wmopRmDDfmWKO+auURMyDIFjhyYmqDgeeAcaISF3m76tqF8w95UtgeItOgZzrBGxJUZSPpOgHPx94mmK0fCLefxz/ytsXVR0EdBWRRp2HnWNT4H7MhvMk77mhGutbEaq6Kfb3fKWI/LTa62krLnRdgK4+8HPinjuVyd2PPdMD8tl0PW+8E2qMJKKe0K6kMrkuQAA8h0WZOybO7YoVMD0FHNRSkQ4gInNV9SLg95jX+sOVWWTliD7Yt8HayNdL9LMRYRh2w9IWChHzkUDPaHgqcAsmzB8NgqDVtm8i8qyq3g2coapXikglXUgqxTHAxsD+zf49O9cHK/QsRMx3BHpFox9govwPmDCfhI+v3XstoKqdMWeQN1R1VOnG23umR0Wm/wD+HBWZ/rIGi0wDbBOVrfZCysEHfiGw0IWuO7CjD/y4GKf/FdYg66fUX7FtQg2TCPWE9uY4LHq0bz6b7siR4hcxIXdmG/Nnr8MaIF2gqo/UYVQ9xFx9xgFxHjFXjDAMu2OCsiDMdwJWiYanYBaiBWEe188UAAdiTj/t55gSH3OwDfcDQKHocwCNo+VDMcejJdjv8a8UI+b5uLzLaxURWaSqlwBXAoUuzF/jPZ87xz6YpePPgMHOcaT3zGr/1TbLf4FJItKi9L064AIsBWZLH/jpcUyYz6afS2Vy/wTOSGVyV+az6U/jmDchIUl9SWg3UplcN2A6ZkW3U4cU6s5tAryDL9+rV1VPBK4B9hKRh8peWzuhqlsCLwCXiEim2utpjjAMV8HEeEGY74g5l3jMkahQ+PlYEASfVGodqnobsC8wUETqYlPzNdZld1sa55evFY1+iRV9FtxYnsT7WhKf7YaqNnrva27j7RynYCdpL2NFpvl2W+RKhAvd2lhq4RPA3j6IRwilMrktsM3oxfls+qw45kxISCLqCe3JD7AGJCd0YJH+GJaqEkfHvhuBL7Ac93oiBGYDv6n2QkoJw7AnJiQLwnwEZg+6BEvF+iNFYT6zHZcWYKkR7XnPtuFcf2Dkki5ddlvYp89+XWEDZ5sbMCvChyhGy1/C+1pL4agKIjJfVc8HrgX2AXJNXec9VznHq1hty9POcZD3PN6OS22Eqg4DdgeuFpFYGgXVAj7wH7jQnYNtig7BinrLJp9Nv5TK5G4DTktlcpfns+n62ngn1CSJUE9oF1KZ3CrA2VhziP+u4PL6w7n1MJHSBXPyKBsRWUjkGSEwFAAAIABJREFUiqOqrh7SX1R1G+Bg4DwRqerRbxiGvbEob0GYb4+95y0GngWuwIT540EQVK34S0SmYdG92sI66Q6hmMKyM7AJgFu8ePFXa63VaVHPnrf1fPPNO4AJeP9B9RZbF9yE2bRusryLvOe/Ud76/cDDznGi99y8vNdUkPMxm9GbgA4j1CP+hFnH/s6F7t8+iM3icwxwOJABzohpzoSVmCT1JaFdSGVyZwCXAZLPpmvdhqx1OLcGtgHZANgD75+Jc3pVPQbL7d+z1gszVXUPrE37N0Xk8/a8dxiGfTCLxIIwHw50AhZhTiKFVJbxQRDUXEMpVT0ZWEtExlRlAc71wk4ZCiksO1G0m/yYKIVl3jrrTHrmpptuXdKt2wsismdV1lqnqGpnEWlRczfnWB2LrO8BXAKMbs8iU1XdAUsNOUdE6tKScUW40O2EdYQ+MuYmSDcCRwCb5LPpFvXOSEhojiSinlBxUplcL6yN/EMdTqQbt2DOF3vHLdIjFmDHz4dhTaJqFhF5BItcV5wwDFfDon0FYb4N0AAsBJ7EHCoUmBAEQex2bBVga+A4Vb1BRJbxXY8VK/rckMbR8mHY7w+KPQ4K+eUzCkWfT6lmgH6Yd3RCKyiI9KgD8RPL8533ns+cY28sPeMXWJHpUd7TXg11zgM+ie7fIfGBn+hCNzKuHPUSzsPSH0cDP4557oSVjCSinlBxUpncWVg6yI75bPrJaq8ndpzbAtgQ7x+sxPSq2oAVN3YBtmxpRK69UdXDgftFZG4l5g/DcA1gN4rCfBjmJjIfi/wVIuZPBEFQkTVUElXdAJgB3CwiJ8Y6uXNdsI1AqRvLetHoHGxjU2go9CTeN5kvr6qrYk2snhCRdKxrXElQ1T2xNLkjRWSFXZmdw2Fi7wrMTWp/76loAzFV3QWrtzlTRC6t5L1qARe6/sD3gUtiLCz9uitzPpvucA3fEtqPJKKeUFFSmVwf4Ewg16FEugmf7wC34f1LWASyIojIElUNgH8CRwJ/qdS92oqq7opF+39CTBG4MAz701iYD42GvsJE5RhMmD8ZBEHd58+KyNuqeg1wsqpeLCKvtXkyS8faiWK0fHuKVpNvYalahWj5C3jf0s3fOkAe84xOaBuPYM4gY1T1jhVtvL3HA3+IOpnejnUyPdB7JlZwjQuwHPmrKniPWuIA7ATuHeBvMc15ISb+zwF+GNOcCSshSUQ9oaKkMrkxmKvF8Hw2PanKy4kHK7L7C3AUsCveV9yVQVUdVgDZBxhUS1H1aG3jgE2BTdoaUQ/DcG2KolywQkaAuViktxAxfzoIghY3kKonVHUdzD3lHyJybIteZGksg2hskTg4Gl2EOdoUouUT8f6dMtdYF4XNtYyqHgTcBRwnIi0uFHWOzTEBvQFwgvfcUqElrlS40HXCrEQ3BAb5wMdSXJ7K5K7ATkMG57PpGXHMmbDykUTUEypGKpNbHevSdlcHEukOa1xyFHB2e4h0ABHxqnoq0KWWRHrEN7DI96mtEelhGK5HY2E+KBqaDTyONcYZBzwbBMHCOBdcq4jI+6p6BpYC0zTO9cAi5CNL/qwejc7ERPlfoq9P430saUCquhfwbLXdfDoI92BdLANVvTVyeFoh3vOyc+yA2Qn+Nepkeo73xFJkHm26fwLcWnee/mXgA7/Yhe4UrJN0iLnzxMGvsWj6r7AuvgkJrSaJqCdUjFQmdxFmUbVVPpt+sdrriQXnLsBsJn8D/LKjd1VcEdEH+wQs33lTEWk20h2G4YYURfkorAAXYBaWD6uYMH8uCIJa24xUD7P+LI2Wb0MxyPIKxRSW8cCreB+7M5Cq9sNy0+8UkePinn9lRFX3AW4G9hCRKa15rXN0Bf6AicC7gWPiKDKN1pQDThKRa8qdr95wobsK+BGwrQ/85DjmTGVyv8FsGrfMZ9MvxzFnwspFElFPqAipTK4/Fpm5rQOJ9CHYxuM6qiTSVbUrZnP5Yo18kPbF0ivOLxXpYRg6IEVjYZ6KhmdiwvwqTJw/HwRB0hgHwLnOwFYL+vb9xrz11ju+97RpfRosLxwsN/8pbJM4AXgC7yvWMXUpfonluGfb6X4rAw8CKRFptSOR9yxwjh8BU7H3g8ecY3/vebuti4k23edjG7Ib2zpPnXM2ljb2gAvdelg9x2gf+FvLmPMS4CSK/uoJCa0iiagnVIRUJncZdnw4JJ9N114zl7bi3I5YOkFVhGVJPvhmwMaVclhpDarqPvroIzd16tSBNBbmG0SXfIoVLxYi5lOCIKhpP/h2w7m+wI4Uo+U7AD0B5q+xhp+74Ybvrfbcc5di0fLJeL+gvZeoqusCr9GavPmEFqOqnbHajlfa8nrn+DZWZDoXOMB72lS0X5I3/30Ruaktc9Q7LnRHYoGYHiXfngv8sByxnsrkCiexw/LZ9AvlrTJhZSOJqCfETiqTWxc4BfhLhxDpzn0HWID39+H9E9VcSpSrfi4mek/GomntThiGLpVK7f/+++9vOn/+/G0wYb5uNPxxtL5LMGE+NRHmFOobNqYoynfGCmYdsASz4LyRKJXliTvuOI6GhjHAYyLybFXWbJyFWYOeV8U1dGSuB/ZW1YFt2Xh7z4POsRNWZKrO8X3vWaHtYymRBex5wKuw8hWoRieAG27BFpevyZo91mIt1mZtruEa5jO/B2YvXE5U/TLg/7Df8YExLDlhJSIR6gmVYDT2bNX/B7tze2Nv0ONx7v5ayEkXkUdV9SEgo6rXikjFu2xGH2SbU1L8mc/n146GP6DoyDIOeCUIgqr/nqqOc92x7qil+eX9otEvMJeJ27Fo+VP4pVqYq/4OOA37d1QVz/LoBKc/cENZdpEJy+PPwLFYcKNNnuXe85JzjMAi4rdG7jBjWlFkuirwMnBXDRarx0oYht2xDfLWWC+GrYGtgL6Hcigez2d8xvu8Tze6MZ/5YG4wbSafTc+MTpnPS2Vy2+Wz6Uo0xkvooCSpLwmxksrkNgKmAzfms+kfVXs9ZeHcLsBYYBqwO95/XuUVfU1Je++zReSiuOcPw7AB2ILGriwFkflujx498uuvv/7OnTt3/unUqVOvSIQ54NzaNHZiGQ50jUZnUCz4nABMbUnRp1oX0F8DI0Wkkr7ZK1pHp+V10UwoD1X9D/a8DChn4x0VmV6N+Xf/EzjWe+qhK29FiHoxFAR5QZQPBjpFl8wFXsBOs56/kRuD93l/7QUsk2H2pg98qpy1pDK5QrOwJ/PZ9D7lzJWwcpFE1BPi5hzAAxdUeyFl4dzWwAPA28C3akmkA4jIk6r6M+y4u2wiYb4VxfzyXYE1ouG3gH9j0XIdPnz4m717934J65L4+0MPPXTlE+nOdcI2MqXR8oHR6ALgaayTpDmyeN9Wq7srMX/69ioa/RpVXR/oISKvJiK94pyLdYc9DWuU0yaiItMTsAZsvwEGREWm7zb3GlUdBXwsIhVr2lZpwjDsjNXtlAryYcDaJZe9gwnye6Kvk4HXSgvZx4RjZrFsjvoSLL+8LPLZ9KxUJncxcHEqkxuZz6YnlDtnwspBElFPiI1UJrcJZhd3VT6bPq3a6ykL587HjqN3wfu3qr2cuAnDsBP2YVYqzPtGw29QksoSBEG+9LWqeixwE3CwiNzdPiuuMs71xoo+C9HyHbF0AYAPaRwtn4T3dd+QSVVvAg4B1m2P9KqVHVW9D9sc7xJHQynn2Bf4O/AlVmT6dBP37IK9Z38GjKiHRlZhGPbBggqlonxLoHt0yULMDWcy8Hz0dXIQBC3y/48KSi/C0l0+BdYETvCBv6HctacyuZ5YQ7MX89n0N8qdL2HlIImoJ8TJr7Bo4q+rvZAY+BXwe7z/uNoLWR6quimWw/x/y2tEE0WctqUozHehKDRnYMfk4wANgmBFFm9DsIjxPeWsvWaxos8UjaPlQ4EG7LRoCla3UBDnb1S6dkFVNweOAMa0h5hS1cHA0cDliUhvN74PfB7X36/3POAcI4H7gEed41jv+cdSlx2HnQSdVmsiPaqL2YjGueTDgAEll32KCfGrKEbJXw6CoM3uSJG7y60ALnQO81Vf+vfWJvLZ9Jyov8jvUpnc7vls+n9xzJvQsUmEekIspDK5wVi3zt/ms+n3q72eNuFcPywCdSrev4y5l9Q6XTFv3jzmzgFAGIZdgO0oCvOdgV7R8DTgNkyYPxoEQbPH4k0hIr9U1W619sHeZpzrijURKojykRS9y2djtQDnY8L8SXw87cVbye7Y5nE8VjdRaQJgHnBxO9wrAShstFV11ej/Z5U7p/dMiTqZ3gXcHnUyDb3Hq2o3iik3/yr3XuUQhuEqWCpZaZR8K6BPdInHap+ewVxyCqL83UrWx/jAeyznHxe6Tj6IxZb3GuBM4PxUJrdrPpvuGO+jCRUjSX1JiIVUJncbsC8wIJ9N14PAbYxzfYD/YYVGe+H941VeUYtR1b8tWbLkwOeff/7wWbNmDcOE+UiKeZZTKTqyPBoEwQdtvE83YJCI1LcPsG3IdqIYMd+O4rF5nmIKywRgSrU880uJfvfTsDSbHSu5SVLVoZgIyorI6ErdJ2FZIpE+A3PZycQ1r3N0A67F2tj/Azhu3Dg9AauB2EtEHorrXisiDMO1WTaXfBDFAs85WIHn12krWO+FqhXFutANBu4FjveBH1/ufKlM7mTsFGDvfDb9n3LnS+jYJEI9oWxSmdxW2Jvphfls+pxqr6fVONcD+A/WbGZ/vP93lVe0QiKLsR2AUZ06ddrbe7/jkiVfm4hMobEwj2XjpKqnAr8HhtWNWHeuAdt8lUbLN4tGFwKTKKawTMT796qxzJagqidg0cT9RSSWIuJm7vN9LJI+WEQ+q9R9EppGVW8BDgIGisiHcc3rHA6L5GaBZ6+99tmxm202ezjw7Ups/KJ0u0E0FuTDgLVKLnubxrnkzwOv11rfBRe6nph95UxguA98WRaWqUyuK+ZZ/zEwIomqJyyPRKgnlE0qk7sbO5ofkM+mZ1Z7Pa3C0h7uAfYGjsD7WHIR4yYMwx5YAeMoLJ1lB6AbdiQ8uV+/fl379++/yfz587c96qijYndvUNUeWHfKV4FRNZv24lxPYATFaPlOFItkP6EYKZ8APIP386qxzLYQFf69jBUHDheRiokZVV1FROrmd9ORiOpOXgauFJGfxj2/cxwA/A34oqHB7794sSu7mVZU4Ll0lHxL7D0KrHZpKo2j5JODIKibjaAL3SHAncDpPvBXlDtfKpM7HvPQPyCfTd9X7nwJHZdEqCeURSqT2w4rLPxVPps+v9rraTXm5nEfcCveX1ft5RQIw7AnJjZHYcJ8BNYdcgnwHFHhJ/B4EAQzVXUAcCJwiYjEvllS1Z9jdm8iIo/GPX+bcW4DGkfLt6Z4hD6Vxm4s02uhYVU5qOrh2LNwTiWEtKpuVTenJR0YVb0BOBLYWERaVUPSgrl73Xbb+kddffXA0eD6Acd4z50teW1U4DmAZUV5quSyT2gsyJ/HmqAtjO+naH+iwtIHsfeZwT4o7/Qtlcl1xjZkc4Ft8tl0TZ0iJNQOiVBPKItUJvcvLLo7IJ9Nl1381G6Ys0c3vP8K5zpVOw85DMPemOAchQnz7bBi78XAsxSF+fggCNq1mFFVe2OWYs+JyF7tee9GONcFEwUFUb4zsH40OhcriitEyyfifX2d7lQZVd0J+919T0T+Vu31rMxEG+9XgZ+JyO9jnns0cOHYsf1HXXTR5r/GTp3OBS70nq8FQVTguSWNBflWFN2ifLTG0rSVycD7HbUBmgvdplj/iN/4wJed5pnK5I4CbgEOy2fTd5Q7X0LHJBHqCW0mlcmNxKKVmXw2XV/uEM5djAm9vfB+bnvfPjoq3oWiMN8WiwQvwk4oxmHCfEIQBC22x1PVvYGtRSQb11pVdXessdI3ROTJuOZdIc6tjqX7FCLmIygWyL5NUZSPB17A+7qO2LUUVXXAnoATkdgcYFT1IUyMDRSR2XHNm9A2VHVjEXkt5jn7YH0SxovIfs7RHfx14L7Xt+/McSeeeN3DPXrMK7ivDMIsScHcjybTOEr+YhAE7f7eWW1c6LYDnovDASaVyXXCCmcdMDSfTVe9cD2h9kiEekKbSWVyD2MRl4H5bLp+2lQ7V2jLfhXwf+2RDhGG4WpYU6FRmDDfGvsQXAA8RVGYTyzH3UBVrwB+jBUCzihv1Y3m7SMilYvk2wnHZjSOlm8ejS7GhEHRjcX7FXm9d1hUtQFLf1oFGCIiZRW2RXMK9gyeISKXlztfQnyoal8RiaUz8iOPPHLevHnzzp0xY8bZn3/++WrAMO/Z+vHHd+n38MPfYL313uHww//xzqqrfjmJxqL8jVor8Kw2LnRrArN84Nvs2Q6QyuS+A9wBHJ3Ppm+JZXEJHYpEqCe0iVQmtzvwCPDTfDb9u2qvp8U4dxLwJ6yhxdF4X5EPnzAM1wR2w0S5YEfGDpgPTKTY+fOJIAhiyzVW1bWxNJV/isjRMcy3MfB67MWjzq2CpfeU5pevEY1+TuNo+dN4Xz8bwXZAVQ/AiqCPF5Eby5zLYc/ixsAmSRFp7aCqhwB/xZyWprfmtWEY9qUkbcU5ty0wrOQzfwGWxjEZmHznnQf3fvHFLc8C9xmwv/c8F9fP0dFwoVsXc9e6xAe+rNPkVCbXgLlP9QSG5LPpleJkMKHlJEI9odWkMjkHPIYVFW2cz6a/qvKSWoZzhwK3Azng4DhTJcIw7E9RlAt20gDWNGYCRWH+VBAEFf19qeolwM+BLUTk5TLmWQM7Jr9SRM4ua1HOrUvjaPm2FBuuvUpj7/JXKrWB6ihE4voprL35IBFpc1RPVdfHIvSBiFwV0xITYqBk432XiHyvqWvCMGygWOBZaoO4UcllH3fp0uWN/v37D/nyyy/PnzVr1r+AaUsXeDrHNlhx/erA97zn7th/qA6CC93dwF7A5j7wb5UzVyqT2x/zaf9BPpv+cxzrS+g4JJ1JE9rCXpjYOqVuRLoxGbMlO7FckR6G4To0FuaFNI25wONYh1MFni6nnXUbuQQ4GRiDdS1tK2di3UxvbdWrnOsEDKUoykdSdIX4CsvBv4yid/knZaxxpUREvKqei7lQHE/UPbGNc72jqgOx056EGkJEPlDVK4EzVfWicePG5bEgQKkgH0ax6/ASrDHWROyZKBR4fjB69Givql1EpNn3Pu95zjlGYKc1dznHaCBbWmSa8DWnY64tlwOHlDnX/dj74rmpTO6v+Wy6vT8zEmqYJKKe0CqiaPqTQH9gs7p4Q3FuY+D1cnLRwzBcn8bCvNA0ZzZ2ulCImD9bCzZkqno6ME9Ermnj69fCInn3iMhRy73YurruSDFiviNF4fABJsgLEfPn8OXldCYYUVT9TuA+Ebm5jXOsD7wvIkkRWw0R2SCuA2zdpUuXnfr27ZuZNWvWvPnz5/ekWOD5JY3zyCcDLzVV4KmqOwCTlifSS3GOVYAbgCMwV5Ifek89BWXaBRe6s4CLgG/7oLxGealM7lvAv7EA2J/iWF9CxyCJqCe0lv2A7YET6kSkDwf+h0WZL2jpy8Iw3IjGwnzjaGgW8ChwHSbMnwuCoOxivrgRkXLrBn4JdAfCRt+1os+BNI6Wb4nl3y/BHAz+QjG//M169y6vVaK6gTZH8qKi1PuBd4F941pXQusIw7AL1j23NEq+NZbWxMKFC5k5c+bnffr06eO9/92CBQsew0R5viUFnqq6LlYo/AfslGyFeM885zgSeAk4H9jYOQ7yntg6pXYQLgOOBb6JiexyGIudxp6TyuRuymfTSa1IApAI9YRWEBW9nAfMwMRYbePc5sB/gM+Am5q7LIpepSg6sgjFVI2ZmDD/IybMJwdBUBfRR1XtCpwAPCkik1rxui7A/sDNMmrUmxQj5YU/hRbgs4AnsKjuBOApvK8fL/0OQvT3dRRwh4i0puj2YEwQ/rYiC0tYhsj9qTSXfGtgCNA1umQ+VuB5H8Uo+Qu77LKLB/q10clpNPZZ36r6gyjd5QLneAV7v3/KOfb3nsltWEOHxAd+gQvdjj7wZbvy5LNpn8rkzsUCSz8C6sekIaGiJEI9oTUcjH24HJ3PpmsuitwI51LAQ5gv+Z54/05hKBLmm9A4Yr5BNPwJJswvx4T5lDq2JeuORcOeBr7dolc4t5bATks6d74Pi5jPoigiXsOiPoVo+dRqN4pKAGA4cCOWjnZJS16gqp2w05JXaG0NQsIKiQo8B7JslHyDkss+xIT4WIopLNOWc0L3BYCqdhORFtUTqOpGWMfiG0TkjTb8KHjPnc7xBrZ5GO8cR3pP0vI+oiDSXegGA/N84N9s61z5bHpcKpN7BDgrlcldV1e2xwkVI8lRT2gRUWOGKdH/1mZjBueOxPIFN8QE+gJgZDhmzBSseUepMF83etVHFPPLFZhax8J8GVT1F8DFwC4iMr7RoHMNWDSvkMKyM8UUnwVYR9RCbvlEvP+gnZad0EpU9UEsJW2giKzwVENVj8QKqw8XkX9Uen0dmTAMe2LF06WCfCjFOo3FWIFnaS755CAIWv3vSVVvBNYWkRZtvFX1OuAYzHazrN4DzrEu5kwyHMgAv0mKTA0Xuh5YE7aJwH4+aLuwqutGggkVIYmoJ7SUIzBnk8NqWKRfB/TwwMf9+nXJDxjAUyNGXINZlxXSNd6nsTB/paO2u474I/Az4HycOwDr7lkQ5TsCfaLrPgbGv3vggZ9+sttua601duyWaz/4YNKdsn74FWbX+BPsFGVFHIHVE9xZyUV1JKKTuHVZNkq+KVajAXYCNRk74ShEyV+KsVfCVOA4Vd1FRB5f3oVRStS2wDXlinQA73nPOQT72S4GhjjHj7xP3IJ84Oe60F0EXIqlDd7b1rny2fSEVCb3IPCLVCb3p3w2naQTruQkEfWEFZLK5DpjNlRzgG3z2XTtRZydy8/p0WOj3L778uZGGzG3Z08Aen355eLZvXvfRlGYT+/gwtywos8NgZ0/32qrkzrNm7drr+nTlzhzjPBYkVghhWUC8JqOG7cxlgrxRxH5SbWWntA2VPVe7LRogIjMXMG1nYB14xBwHZEwDLtigYlSQT6MYlMusB4DpVHy54E3K/n+oqo9MDeml0Vk9xZc3wB0F5FlnGDainM4bGM4Bnv/OMh7Po5r/nrFha4L1rhoVWCID9repC2VyQ0HngGCfDZ9XkxLTKhTEqGesEJSmdzxwJ+BA/LZdG3mJjq3ZHFDg7vmpJNY97332OjNN0nl8/SdOdM77xtWPEGd41xXTEyUurGsC+BhzuzNNpvnFi9+oNdrr90OPIFftvhJVf+KuYgMFJEkzaXOUNVhWNHfUSLyYjPXdAW6iciX7bq4GiYMwzVo7EleKPDsEl3yFVbg+XXaCvBCEARftP9qQVVPA64AviEijzRzzbrAXBEpu8ixOZzjcKxI/wNgP+9p8plbmXCh2xWrcfq1D/zocuZKZXJ3A7sDA/LZ9HI33gkdm0SoJyyXVCbXFesc+RGwQz6brs0HxrnPgNWaGHkT71PtvJrK49waNHZiGYEVjwK8SeNo+RS8X27xr6pujkXZLxWRX1Rq2QmVRVVdZNvY3PiPgAuB4SLS5qK3eiQq8NyEZaPk65dc9gHLRsmn15IFq6p2B6YDL4nI3s1cczuwE7BxS73T24JzbI+lefQGvus9D1TqXvWCC931wIc+8GV1c05lclthz+CF+Wz6nFgWl1CXJDnqCSviBKwV9Y9qWKTvDfTFirY6lYzMxazJ6hsr+hxE42j5oGh0EXbcejUmyifg/btNTaOqqwPfA65sQswdh6U2tcg1JKE2iTqW9gVGiMjY0rFI4J2LbbzLanle64Rh2ItigWdBkA8FekaXLMbSvJRilHxyEAQ17xMuIl+p6iGYWF8GVd0KOAy4sJIiHcB7no46md4L3OccZwK/XcmLTH9YTjFpgXw2/UIqk7sdOD2VyV2Rz6ZX+vSilZVEqCc0SyqTWwU4B4vMjl3B5dXBuXWA27DCuN9heZMbYkJkNN7Xn/Wccz0wB4+CKN8JWD0a/QwT5DdFX5/B+5bmn+6PHZnnYRl7tbOAm0Tkk3KWnlATXAJ8T1WXTmE6EVgPOGZ5Ufd6IirwXJ9lo+SbUCzw/AKLjP+ZYpR8ahAEddtpU0Segq9z0P1Sf5/nYT/zZe2xFu95xzl2A27GiimHOMfJ3lP7DfEqQEGku9B9A+jmA/+vMqYbAxwK/IIWNqtK6HgkqS8JzZLK5E7H/MR3z2fT46q8nKaxosmTgAfxPl/l1bQN59anmMKyMyY2CpvoVyimsEwAprW106eqdsZcI+YB24jIkuj7vUQkcXjpIKjqJixVFNzaIsRaJCrwHEJjQT6M4iYWzOu/ECEvpK+81RELyFV1A2zDPUZE7o2+tx3WNyEQkXYtQnSOBsyb/xwsT/sQ71kpN/4udA77e1gHGOwD3+aakFQmdzN2QjIwn02/H9MSE+qIRKgnNEkqk+uJfbC/mM+mv1Ht9SyDc52ADfG+TU08qoZznYGtKEbLR2InAGAC+imK+eVP4P2ncd5eVY8CbgEOE5E7VHV74L/AfiLyaJz3Sqgeqno9cDSRf7aqfhdrbLTrimz9aoEwDNdk2Sj55hQLPOdhfR1KRfmUIAhWGiu7aOP9EtbNdGsRWaKqAXAa5vxTld+FcxwJ3AC8B+zrPVOrsY5q40I3AuvcfLkP/M/aOk8qk9sY8+G/Kp9NnxbX+hLqh0SoJzRJKpMrNMrZOZ9NT6j2epbBuSxwCjAU3/ZOcBXHudUwv/JCtHwHoEc0+i6No+XP431Fc0ojW74XsLSAoUAO2I4WNspJqA+ijpTTsY6UJ0Xf21pEnq/uyhoThmEnigWepVHy9Uoue5/GjiuFAs/a6+fQzjTVuEpV1xKRqubaO8cOWN76KsAR3vNgNddTLVzorsHqvLbxgZ+youubI5XJfd24Kp9NJ5aqKxmJUE9YhlQmtyrmEfxkPptQ+QvQAAAgAElEQVTep9rrWQZrbvQ34Bq8P6nay/kaS8PZhMbR8i2i0cWYyCh1Y3m7rWks5aCq38GKSv+MHZ3/UkSSItIOhqr+ERO8R8bpo91WwjDsTdMFnoWN6yKsX0Oj1JUgCJIiumYo2Xg3AHvVki++c2wA3I/9Hf8MuGJlKzJ1oVsDi4ZPBaStRaapTG5DbON9Uz6b/lGMS0yoAxKhnrAMW5ybu2jOQs76VqrLMUdu3u3l6NsviMiCyJ933SZe9ryILIryJtdqYvzZyJFiI6DfUmNLRGQSgKoOpHHOKcCiQiTw7cMOO7DPlCm3LeneferUIDhl4WqrLQLmi8iU6PWDMKuwUuaJyEvR+BCKwqDAbBF5JRrfkqLNYYEvRGR6ND6M6Pi9+7vvdt3g73/ffLVJkzZd5b33BmPCvB+Ab2iYvahXrxfmr7nm5IV9+z622qRJ9+P97CiHdGk+EpG3og/dbZoYf19E3o06DQ5rYvwdEfkgcvXYsonxt0TkoyhPeUjJ9x/BflcbRffvTdFNppTXRGRm5CaySRPjr4rIrMhVZmAT4y+LyBxV7Yc5CC3NSyIyT1XXAjZoYrwmnr0o97vvUuNVefZKmCkir0Xj29DY9agzlhbxIHA2Jn6XJvZnb8mSJXzwwQdrffbZZ5t98cUXay1cuHATTJhvXPK6WZ07d57uvX9m8eLFT/Ts2XP60KFDl3Tv3n3pE6Xk2WP5z17kAFPoMHsWlsoG1X32AD4ZNUo+Af4KHNi//1d3//GPz13Sr9+CgtVltd73CrwhIp9W+n1v0GWDThrYa+CAMzY7486uDV1LBVernr2fjZtz5ifz/MHdOjF42oXp15q4PqGDkri+JDQilcmt1r0Tv9i2fyeO3LzbX0qGNgTexo7xmipSWg34HDiVpqvTO2NR5QxW/FnKPIofIiEW7S3lI2AtnOv/eTZ76+s//nE37I19YjT+OkURcBWwx1Kvn4wJBTC3lO2XGn8c2DX67zuAwUuNPwjsg3Nr9zv33Id7T5u2Rp8XX6TXq6/SsOhre+XpwL+mn376YZ8PG7bK3I026kVDQyGq3k1E/h5d9yQW/SrlCuB0oBtWgLQ0F2C2eqs3M/5LzOljvWbGTwH+BGzWzLhgH6ZbY0VgS3MQcE/0s+SaGN8TeBj4JubAszQ7YLn3+wPXNzE+BIukfhcrXl6a6j97xqXAAUuNt8+zZzxAY89vgH8Ah0f//T+gD03zIRV49hYtWjQ6DMN/9+zZc8++ffteMmfOHGbPns2iRY1sx2d06dLljfXWW2/jXr160atXL7p167aqc244cIWI/FVVd8V+F0uTPHvG8p69u0u+9+voD1T/2bvBe05wjkOOOurNRX/720YHXXjh5geF4Uv06bMIqv++dwzt8L537XbXLsRcW5buT9GqZ++cHVfhTJ3Lur0abo3mTlhJSIR6wtL87KvFdDpgk64fAz8AlkTfL1Tv3w4818TrCu2Sb6TpN73CPFex7JvekpL//m10j1IKNl9frHP//Tm3aNFjn+6yy+sl46XH+ufQuM03QGnu9RksG5n6rOS/TwZ6NXz1VcM6udxGqz3zzOBe06cP4JNPXgcGDDn/fLxzCxeuuur0ORtv/PKXm2768swRI3SLc8/9L8B7qrex7L+r0uPopT9swdKMwKKf+zUxXvBL/ryZ8Veirx80M17oGPjGUuP3R1/HR1+nNvP6Z0q+NjVeiNQ+1sx4Yf0PNTP+TvT1PmBGE+O18OyBNQpaWuzF/uwtNV6a9vF9lo16lrpAHEHjZ29N7HcCJgbKeva++OKLoz7++OMBs2fPHjh//vwBCxYsGLB48eLzgIvmzJnDnDlz5nfu3DnftWvXN/r06fN679693+jVq9eDhxxyyEuq2oeiKCylkDOfPHttf/a+GX39F9ZPoRC1reazB9H7nvcsUc3v/957q+w+bly/0w4/fMePTzttxnn77PPBY9F17f2+V+D/2TvvODfK4w8/rxu2senNFCODaTYtEHpgILQkovcWOiT0DoKA14sJiN4JhBBaaKH9gIhO8ISEGhJMxxQrpppujG0Mxu/vj9nz3dlXpLuVVtLtk899Yk7vvu/cnbQ777wz36nqe++W/92y+eQfJg85fPjhf4m+X9Z7b8H+vY7efGjfLR8u/vDTTK6wUjGffauNa1IakDT1JWU2mVxhUSxK82Axn929s/FVw3K/B+L91E7Hdn2N+bAoRVN++fo0pzFMojmv/F/Af/F+RsVsqTCq2ldEflDVrYGHgcNF5A9J25USL6p6LhblfQBzJFZrSoXoiKjAcwVa55KviUnNNfEhrSUQxwHvpAWe1UVVHXZSshgWYT4G2ExEavL+5BwbYicA8wC7eV+j/TkqgAvdZcCRwDo+8C+We72qHvTJ1Flrn/KPafsC9xfz2b1iNzKlJkkd9ZTZZHKF87HIy6rFfPYNVV0X+KYpjzExnDsCOA7YGO+7ryNrjv8wWmuXr4YpoXhM9q2lGsuEJIo+K0H0YH8ay2MdhUUBl8Nk/KYnaVtKfKjqIEwe7z4svWAC8IiI7NpyXFTguTqtFVdWw9Q6wAo8X2cOpzwIgh6pj11rqOpqWGfi32AR7EeBI0TkqkQN6wDnWBbbPI7E3ptX9IQiUxe6+bHC0v8BG/jAz+rkkjbJ5ApnY6lUqxfz2Vc7G59S/6SOegoAmVxhCNYs5K5iPrtvVIDzIfCUiGyXmGHObYYdHT4I7IDvws3Nuaac9ianfENgiejVKZjWbVO0/Dm8b1iZQlXdHsu7PFBErlfVTbH80uNE5JJEjUuJFVVdASs4nDh27NhwxowZo8aPH3/cl19+OR/NUfKWRXBfMneU/I0gCGoyOptiqGoGS6P4EVCs8HH5Wt54O8dgrJ/Ddli6ztHeU1Fp2lrAhW4fLC/+Nz7wfyzlGlVdCtgGuF5Evs/kCgthG+/Hi/nszpWzNqVWSB31FAAyucJlWPHNysV89h0AVT0dGAOs19Syuqo4NwwrApoEbFCyA+3cojRHyzfEiqjmiV6dQGuJxFfxvkcc10ftxv+LRUtHiMjM6PsF4AURGZ2geSkxcdlllw386quvVqZ1lHxNmov9PJYT29Ipfwn4sBE7eDYqqjq/iEye43sCjAWOF5G2ChRrBufoDZyNFVn+HdjV+1Z58w1H1LH0SezUapgPOn+mqepVWL3YiiJSBMjkCqOBAFi7mM/+p2IGp9QEqaOeQiZXWAZ7cN9UzGcPafp+JFs1AZMY27rihjjnZqeYODcIc6SXAdbB+7aKbcC5XljHwpbR8hWiV38AXqQ5heXpWFJn6hRV3Q0rTNpbRG5t8f1eItKlY9iUZAnDcDHmziUfgaVxgRU7vgK81Lt37zd+/PHHF7AOnt8mYW9KPESShq8AT4jIUXO89hj2XhgmIpWr64kJ59gf+CNQBLb1noYuknShGwEs6wPfaROo6LRkPHCdiBzW9P1MrjA/UdCpmM9uUyFTU2qEVPUlBUxj2WFyWLMRkSlRQdp5qrqxiDzV5tVx4NxjwGSc2zVy1gdgxWvvtXLSzYFfl+Zo+QY0qxl8jjnkf4r+/0W8r9nj32oS5aafiuUbt1KXaHLSo2jcf9MOpbVHGIZ9sA3onFHyJVoM+6B3795vLbXUUqv06dPnsffee+9I4N0gCFptwiLN7DS3tb7ZEwtQBG28djIm65h4k6tS8J4bnOMdrMj0WefY1fvZWvANhw/869h9GBe63j7o8ET3DEwd6Pctv1nMZydHNWVnZ3KF9Yv57LMVMzglcdKIeg8nkysshxW4XFPMZ4+c8/UoV/0/wFki8pc5X48FK+68E9gZuBvYtcV/PwTcRHO0fA2aG2u8RnO0/F/AO41S9FkJVHUosJiI/LuN11bGNH0DEWlLLzqlSoRhOD9W4NnSIW/ZkOYH7EHfMpd8XBAEX6jqn4G9sBzlD+ecW1V3xfSvN6noxjulYkQNgF7HTkvWapTTMOcYhkkVrgIc5T0NrUTlQncsJmv5Mx/4mXO+HjW5ehO4QkSOnfP1TK4wCFNpG1fMZ7ec8/WUxiF11Hs4mVzheuxmsXwxn/2orTGq2ltEKpvH3dpZb2I6zeoT0zAZsqbc8mfx/quK2tQgqKoTkU4/6Kp6L9awZ5iINHSuaC0QhqHDumW2TFtZA1MkauILWjvkLwFvBkHwPXMQFY++AVwuIse1tWa08X4XO07ftJT3RUptoaoHYaeG24vI/e2M6YXlf38pIudV077u4BzzAbcCWeBK4FjvmcuJbQRc6HbBnnlH+8BfPufrqro21hRqFxH5pK05MrnC8cCFgBTz2bZ0/FMagNRR78FkcoUVsQf7pcV89viOxkY3/s2Bxyv2cHduNeDlFt+5neaI+Tj83FGHlM5R1YOxDoK7isjXHYxbDXMGzxGR31XLvp5AGIYDMDm6llHy1Wld4Pk2czvlH5Va4Kmq12Gb7uVEZFIH444CLgO2FJGGTTFoRKIUthcx2cz1OroXq+o92D27rjbeUZHpucAJmOLXbt7T7n2rXokKSx/Genas5APfpjPeEZlcYQC28X4Hc9ZTh64BSXPUezajge+AfAljdwNuw1pKd1oEUzbOLQI8M8d3+wJXpOksXUdV58HyHD8BJnc0VkReUdW/Aseo6iUi8llH41PaJgzDxZk7Sr4SzSlbUzFH/FaaHfJXgyDobuHfScBfO3LSI/4YjR2jqk+kUfX6QUS8qm4GLF7C3y0AdgBOBE6ruHEx4T0/Aic6xxvAH7C89W29n93psyHwgfcudEdi9SLnA79uek1V98T6HnS4wSrms9MzucLvgSuALbCNTUqDkUbUeyiZXGFVLHp9bjGfPbWz8VFe5FuY1vI6sT7cneuLabYvisl0bcGcOevpG7VLqOrh2BHy1iLSaRfAKFd9LLCHiIytrHX1TVTguRKto+RrYIV8TUykdYR8HPDenAWe3aXU9KYW4w/FopZriciEOG1JqQzRPfjHcnLSVfU2TKt8mIh8WjHjKoRzCPYM6AXs7D1PJmxS7LjQjcEaGK3oAz9BVdfA7hVhKZK5mVxhHuw07iNggzSq3nikEfWeS4g1+zm/lMFRy/kzgeuBpqY5cbEUMBj4N7AF3nucayoonT910ruGqg7AFH2eosRIi4i8qapDRWSuHOieTFTgOadDvirN+vzfY8XND9HslL8cBEHFUw5UdU3gT6r6axF5o8TLrsei7w2XUtDAHAEcpKqbiEip9TmjsdPQU7BUkrrCe9Q51sU6mT7qHEd6zzVJ2xUz5wB/9YFv2jCfCXwNlNSArpjPzsjkCmcC12K5/X+riJUpiZFG1HsgmVzhJ5iSS1jMZ0eXep2q9sGckRnAmrGqDZjs4tRWTnlLXfWUsmmRi7ypiGiZ1/bGoq0vVMS4GiUq8BzG3E55psWwz2ndKGgcVuCZSGdFVb0f2BiLmpbleEe1J0PaUohJqR1UdV5M4eNVEdm8zGuPAP4hIq9UxLgq4BzzYzVLv8AKLE9sxCLTC+694BfrLLTOQ8AZInJWpxdEZHKFvphCzGSsCVL63Gwg0oh6z+RM4CugrM51IjJTVUdjagJDsQYVXce5jYCdgFPwfu4GLKmT3l1uACaX66RHnAmcqKrDReT9eM2qDaICz1Vp7ZCvDswXDZmFqaM8h+V1NznlH9dKB09VXRfYFji9i9HxO4EVVXWNRpH5a1COBBbD6k3KQkSujN+c6uI9k51jW+wE+FhgZefY3fuO627qCRe6Y85f/fwLZ/lZX/VyvS4t59piPvtDJlcIgRuBHYF7KmJkSiKkjnoPI5MrrA9sA5xWzGe7cpO7A7i726kRzi2D5R5OAcZA41X1J42ITME06LtCU8Hh6cBvYjMqAaIo+RLMHSVfCct9BXsfvgz8hWaH/NUgCGq9acwYTMLxsi5efydWJL4bFrFMqTFUdT6sidHDIvJ0F+cYigVYThORiXHaVy2iCPpxUZHplcAzUZHpuwmbFgsrDlrx4R9m/XDR3R/c/f4V+1wxpQtT3II1tTszkyvcV8xnKyupnFI10tSXHkYmV3gUc1SWK+azXW4jHuU/DxOR18u+2LkBWN70isB6eF9qXm1KCajq/EABeyh3WVtXVa/AnPSVROS9uOyrJGEY9qW5wLNlF8/FWgz7H63TVsYBE+Iu8Kw0qroh1lfgJBG5oItz9MJ+/r7AqiLScOkE9Y6qHgdchBXxz9WsrMQ5hmIFhzeKyKFx2pcEzrEZcFf0nzt5T1dODWsOF7rTsc331j7wnRb/z0kmV9gd23DvVcxnb4vbvpRkSCPqPYhMrrAJsCVwQnec9Ii7gJVVdWURKT031xobXQesBWyfOukV4Visk2t35f7OBg4CRgH7d3Ou2AnDcAHmdshXBfpFQ2ZgNRUFmp3yl4MgaJRGWf8GDsFkHruEiMxS1QA73dobOzpPqS0uB17rqpMOICITVfWPwG9V9VwRqesotPc86RzrYUWmjzvHb73nuqTt6iqqujrW1O98YF/gChe61XzgZ5Q51Z2YgECYyRXuLOaz6ca7AUgj6j2ETK7gMNm9FbAupNO7M5+qboPdJA8VkWtLvtC5VbCGHWfh/dndsSFlblR1IWAC8HcR2TGG+S4EtgbWFpFyHxqxEIZhL5oLPFs65cu2GPYpc0fJ30qqwLOeaNFE53MR2Sppe1KaUdVecdUOqOoQrCD1ryKyXxxzJo1zLIClY26FnTqcHOmw1w3R5++fwJLA8E3Hbro55nBv4QNfdjF/JlfYAbgXOKCYz94Qp60pyZA66j2ETK7Q1AzhqGI+e0V354tuLs9gN5cVynLinBsOvJsWi8aPqp6NafKuEYfKQ6Q28Z2IVOXhF4bhQNou8BwcDZmF6fm3dMpfCoKg7K5+9Ur02bsTuEdEuhxNn2POZYBPyjodS6koqroo1pX5aBGJpcmcql4AHAeMFJE345gzaZyjDyaMcCTwILCn93yTrFWlo6q/xOw+TESuBnChW8AHvkt1W1FQ7gVgIWDlYj6bSu3WOWnqSw8g+uCeBbyPaa12m6hD3hnAo8DBWHFP+zi3ErAB3t+A9+/EYUNKa6IH+9FYxCwWKTYRmRrNPRgYLCIfxTFvVOA5hLmj5CvSusBzHJaO0RQlfzUIgm6dBjUAv8SagZWdw9oeTco+qjoQmJnq6NcEJwPLYSdkcXEu4LDGdQ1BVGR6lHO8jqUJPR0VmdZ8I69o0z0GU1D7c9P3feC/dqHrhUXVy/qcF/NZn8kVzsCc/wOg4XTnexypo94z+BWwHnBoMZ+NM33hceAfwM/pyFF3bgHgfmBBnLsP7xslR7jW+Ao4HJMTjI1IU/2/mKO8c7nXRwWeK9PaIV8TWKTFsGI0/x00R8uLtSKDWCu0eLBPwJoWxTn3klh/hbOwluQpCRGlqRwB3BJn5FtEPqMOGx+Vgvf8wTnexk6bnneOnbznqaTt6oTtgbWBA9vYHO8N3ORCt70P/P1lzvswduJ9eiZXuLGYz34Xg60pCZE66g1OFE0fg+Um3hDn3FFUfXvoQMvWud6Y/NswYPPUSa8ckWJHV+UYO5r3R1X9CxCo6loi8p/2xoZhuCBzR8lH0rrA81XgPpqj5C8HQZDKc5bGDlgh9gEVSFP5GEsr+p2q/llEal2aspE5FfvMnFmJyVV1E2ALERlVifmTwnsej4pM/wY84RyHeh/vcy9mlsfuhze38drtWEfZy1zoHveBL/nz2CKq/jhwKF2Xb02pAdIc9QYnkyvshCk67FfMZ2N34ppQ1cWBb5tSJWbj3HmYHvdv8P6PlVq/p6OqIfCliJTVKKOM+efHorhPi8g2UYHncswdJV+mxWWTaF3c+RIwPgiCVImgC7SQUuyH5RjH/nuMHDgFThSRC+OeP6VzonvpROAmETmkQmuMAkLgpyLyYiXWSBLnWBCLrG+OKamcWqtFpqrat71NtwudYCIQv/eBP72ceaMg3d+BVTA55nTjXaekjnoDk8kVemMP9j7AyEo1QIiOzN8GzhKRc2a/4Nzq0fp/wPvDK7F2SuU1ksMwnBdYdckll8wBO3z66aevzJw5cxgwKBryIxaJnV3cCYwLgmBS3Lb0ZKK0l18CP4rIIxVc51HgJ1ifhO7KuKaUSfR33hwYX6nmRFETpQnAsyKSrcQaSeMcfYFLgcMwhbK9vacrjYRiJ0onXFdEnulsrAvdzVhDstV84MeXs04mV/gZ1rPkpGI+26VeCynJkzrqDUwmV9gT01jeo5jP3lHJtVT1b8CG2MO9ORXGuS2BsXifqklUiEgfeT9MfafLD/aowHNJ5o6Sr4AVoNG7d2/fr1+/96dPn96UuvIS8FoQBGkOZIOgqusBz2J5s7HmwafUDqqaA84BNizFYaxXnOMIzGF/HdjWe/6XsEmo6q+xNMXNRGRsR2Nd6JbACkOP9IEvuzNtJld4GPgpMKyYz9bERiWlPNIc9QYlkyv0AUYDr2BHgJVmFKbFfBzOXQ0sh/dP4/1jVVi7x6Kqy2GV/VeX46SHYdgPOxJt6ZCvASzcYtgEzBG/lcgp33DDDWf8/Oc//zgm81NKRFX3wP4+oYhUdFMkIs+p6tpYAXFKFVHVq7AUtrLSHLrIFcDxWA3TFlVYLxG858qoyPSvWJHpjt5TtsMbF6raF3s2/xcTY+gQH/hPXOjW9kGXo6qjMIGBo4Hfd3GOlARJI+oNSiZX2B9ThdipmM/eW401VfVuvN9ig513fqvfl18OBzJ4Xzd6tvWIqt4A7A4sJyJtOtBhGC5Ms0Pe5JSPwNrGA3yHbeha5pK/HARBu387VV0CmCQi6Q2kwkQP9jexou21q/k7V9X+ld4YpBiquhIW9b1ERKqizKKqBwPzRWvG0lipVnGOlbEi02WAg71vs4Cz4kS/82uBbUXkb6Ve50I3ADgGuNIHvqzIeCZXuB/YGIuqp4X7dUYaUW9AMrlCX2wX/R/g/6q1rps5M/C9eu341U9+ss7iTzyxa+qkV4UbgGdE5OOowHN5mqPjTf+/dIvxH2PO+MM055S/XU6Bp6pujKkJbIM10UqpLPtjhbvbVNlJ3we4QFVHisgX1Vq3BxMA0zGt86ogIn+q1lpJ4z1vRoowdwE3OccI4HfeU7UNiqrOA5yBRbgLZV6+GpaqtDAm0FAOo7AI/vHRv1PqiDSi3oBkcoVDsSYH2WI++2DVFnbu6O8WXfTS/p99Ngbv05tBBQnDcBB2424ZJV8NmDca8iPwBq2j5OOCIPi0u2tHD5u3Mad//TSqXjla/K4/AjaosqM+EjtpOU9EctVatyeiqqsCLwPnisipVV67D6bZPUFEOk3FqHeiItMrgUOwQNavvacqRdOquiYW5NhTRMoOcrjQ/QmrR1rTB/61cq7N5Ap3AltjCjCfl7t2SnKkjnqDkckV+mMP9veBjYr5bHX+wM6tBTyPHS3upGPHLiQi6c2gm0QFnkszdy75cKICTywlopXiCvB6JQs8u3p8m1Ieqnok1m1xSxF5PIH1b8WasiwnIqmKT4VQ1TuBrbBi/Kp2DY02g28BnwLr9YSNt3M4LGf7Imwzup33VERhZ05UdRAwtSu/Zxe6RbC/1avApuXkrWdyhRHRdecX89lTyl07JTlSR73ByOQKR2HNDbYo5rNPVG1h53phN77rdOzYPYGLMRWSWFrO9wSiAs8RzO2UL9Ri2LvAuCWXXHKVBRdccNlPP/10g88+++yVanfwTDJvuiehqqth0myjkvgdq+qK2MnMpSJyfLXX7ymo6ghghIjcldD6BwF/ArYTkQeSsCEJnOMXWDfk6cAO3vNspdaKahDeEZFuySS70DWdmO/rA19Wnn0mV/gLsCMWVU833nVC6qg3EJlcYSDmyL0FbFaVaLpzg4EF8P79pm+p6jBgPHCNiBxZcRvqkDAMF2Fuh3wVmgs8p9Nc4NkUJX8lCIJvIkWOfwOjRSSstu1NRBJj12NRuIZrmpJiqOr12GZhyVbSqykNQ7TxfgOYgm28G7qwtCVRrvoDwFLAgd5za9xrRFH094D7utvEyoWuF6bYc40P/Lhyrs3kCitgf+fLi/nscd2xI6V6pI56A5HJFU7EurBtUsxnn6r4ghZFvwdYB1gR72d3JVXVazDZwBVEJHHd2qQIw7A3lqYyp1O+VIthH9HaIW8q8Gwz8qKqBWB9LB0hMccpatoxTETeScqGRiV6sF+I5Sy/l7AtywCDReT1JO1oRFR1feAE4Oj2VJuqaMs+WCv7XZOK7CeFcyyCdfDeBJMwHBVnkWktadZncoXrsJqE4cV89oMkbUkpjVT1pUHI5AqDgVOAR6vipBsBlr96bEsnPeIsTK3idKxop+EJw3AwzQWeTQ75asDAaMhMLJrxJC2c8iAIPit1DVXdAPgVcGrS0c3oCPedyK7BIpI204iPo4BDsROLRB11EWl5WtarJ0Vbq8AY7F5RC5+d27C0iB53auI9nzvHlsBVwO+AVZxjX++Z87lWNqo6P3Ay8GCcTroL3cJYjv0lPvDl9DwYA/waOA1IO4bXAWlEvUHI5Aq/w5zj9Yr57PMVX9C5nTGZq+uBg2jjjaSql2EV6kOTdirjJCrwXIa2Czyb+Iq5o+SvB0EwoztrRw2OTgFOqJX27qp6PrAdMFJESpZ5TGmb6ME+AXhaRLZJ2h6Y3db+JmC6iByatD2NgKoKMBY4UUQuTNicFGYXmR6LnWa9hBWZdivqrKoB1uDop3GmCLrQLYClub4HbOQDX/IGOpMrXAUcDKxYzGeLcdmUUhlSR70ByOQKC2AP9qeK+ex2FV/QuVUxHdiXgU3xvk3nU1UXAfqIyCcVt6lChGE4D80Fnk0O+RrAgi2GvUNrp/wl4INqF3gmharuANwLHCAiNyRsTt2jqqOx06q1ReQ/CZszG1W9FDgCWDlNd+oe0cZHsc39cBGZlrBJs1HV+YADgSt66sbbObLYCcNUYHvv6VLwK/o7Pwd8IFPsnYAAACAASURBVCI7xWgiAC50+wI3Al9gogMTgdN84DvMs8/kCkth9Wy3FPPZg+K2KyVe0tSXxuA4YAGq18jgf8AtQNCekw7QJM8Y3awG1NLDqC3CMFyUuR3yVWj+nEzDCjz/SnOU/JUgCCp+bB39Ds8CbheRVyq9XpncB7wIBKp6q4h8n7RB9YqqLow1Jbmnlpz0iHOwNLYAOzpP6TpbYJ0ij6rB++KmmGrXZOzEtMfhPQXn2BArMlXnOMB7bi93HhHxqrohMH/sRhozgVlYEySAZYFrXejoyFkv5rMfZnKFq4EjM7lCvpjPvl0h+1JiIHXU65xMrrAw5qjfVcxnX6roYs71Bfri/RQsf7ZTIgfzQeymv0cFrSuZqMBzBeZ2ypdsMexDzBF/gOYo+bvtFXhWgS2xnMIPsc1CzRA9jM7A/s4HYNJhKV3nBuCPSRsxJyLyiapeAZyoquekxaXd4iUgxHoR1BoPYKpSgare0lM33t7zqnOsiwkm3OYcqwBhqUWmUQrbj1GKYqydfcMw7A8ssSzLXjiAAb0GMYi+9OUZngGriTobOlWvydO88d4nTvtS4iVNfalzMrlCHitUWa2Yz5bVqaxsnLsC2BDYCO+nl3qZqp6FFeisXu1ocFTguTqtHfLVgAHRkJnA67TOJR8XBEHNNGuKNjvPAksAK4pIt/LcK0Fk47+wyNGqqa56YxKls03AZObSh3uDoqq/AB4CDhORq5O2J0mcYx7gakwc4U5gf+/p9BREVS/A1FVWKKWeKAzDXlj6yhLAkOj/W/675fcWmPP67/meszm76T+9D3yvztbM5ArnAicBqxbz2XTjXaOkEfU6JpMrLI6pQ9xWBSf9ECw/9YJynPSIC4EjsQhS7Hl6MLvAcyito+RrAsu1GPYl5pBfTXOU/I0gCGo9YpQF1gUOrkUnHWZH1Q8APk+d9K6hqr8F3hARTdqW9hCRz1V1V6DW0nLqgmhD+yfgBhGpljpXV3gEeBo4XVVvEJGKdTmudbxnhnMciAV0zgWWc47tvefD9q5R1SWx5+UdY8eOnTl27NgM7TvdTf9enOY+Gi2ZBnwcfb0KPAZ8AnxyO7ef8zVfL/Yt3zKt9d6h1C6r52PKLyGwa4nXpFSZNKJex2RyhYsxR31EMZ8dX7GFnPsZ8HfgCWAbvC87/SNKjTiTGCrfo2O/EbSOkq9Bc5TBYwWeLYs7xwEf1luBp6r2wvK/BwOriMgPCZvUKZEz0qcebK0Vogf7u1gNwgFJ21MKqurSTVl5qOpOmF73fiJyU9L2dISqbgacihWJt+uU9iScYzvgFvDfDB36/r4HHnj9JNpwugcOHLgJsNS0adO+AeZrYyoPfIo5359EX239++MgCNqNxrvQ7YWlTw1s8e0ZwIGdFZQ2kckVzgTOAH5S8fTZlC6RRtTrlKhq+zDgpgo76UOxHL0isFdXnPSISzHZq+MoIx8uDMPFmDtKvjLQOxoyFVOfuZ1mp/zVjm5udUY/4GHgpXpwfFV1MCY5dxtwQbLW1BWnYffjM5M2pBRUdThws6oeJSL/TtqeeiBqEHYm8CZWjF/TiMiTWM+HHkNT7jftRL9Hj2bIRx8NmXrHHbst+dFHQx5/7bURjBzZKmNkmnPusz59+iyJpYj9jbYd8c+CIOi2oo4P/K0udGA56UOBHzBN/nvLmOYiLOAXYn1RUmqMNKJep1RNB9W55bBudQfh/ZvdmUpV1wFea0vlIAzDPliBZ8so+ZrYDbKJD2idS95U4Jk2YKkhVPVh4KdY19JaaORS06jqssDbwPUi8puk7SmFaEM2AXheRH6VtD31gKruiRX47SEidyRtT6mo6lDsNO+RpG3pCt3N/aaN6Pdnny0y+eab99num2/mHzZkyEfXHXTQn8/t0+fHj4Mg+FZVT8Ac5xVEpNQUlFhwodsEk/0c5QM/ptTrqt6HJaUsUke9DsnkChlgPHBdMZ89rCKLOOcA8N7jnGuroVFXueiiixacMmXKSFpHyVcF+kdDfgBeo7VD/nIQBLFWztc6qro1FmV9sJ5SDFR1XUw7+HQR+X3S9tQ6qnotsC+mp/1+Z+NrBVU9GcvZ3UhEnk7anlpGVftg97QZwJr11N1VVe/HRARqauPdWfSb8nK/20s9aTf67Rz9MXWmX2Mnugd6z3SwE6ekeg240P0Vq2tayQe+pGZNUWfzCcC/i/nsLyppX0r5pKkv9ckZmHZqJZ2gHLAmzu3bkVZ6R0QFnsvSIkrunFvHe790i2FfYI74VTRHy9+sgwLPihI92C8HvsPUF+rGUReR51X1AUzG70oR+Tppm2qcV4F8PTnpEVcCJ2AtyTdP2JZaxwFXAG/Xk5MeMQZ4HjgGi7pWjApEv1+lC7nfpeA93znHfliR6dnA8ltsMWmfxx9ffHzCDcFOxjpFn4KltHRKMZ+dEinAnJfJFX5WzGf/WUkDU8ojjajXGZlcYTiW43hFMZ89tiKLOLct1sTmdmDvUqLpUXRjVVqnraxOc6MHD4x3zr06dOjQLQcOHPjBW2+9tdWsWbM+qrcCz2oQKaj8GdhRRP4vaXvKRVXXBP4L5ETk3KTtSakMqnoMcAmwmYiMTdiclAqhqvcBgkXVvyr3+qSj35XGOXZwzt+68MLf999jj/ePv/zy4ZdU24ZW9oTu58CzPvAlN9PK5AoDgfeAN4r57GYVMy6lbFJHvc7I5Ao3AzsDyxXz2U9iX8C5EZhm99vAxvi5P+hhGC7O3LnkK9Fc4PktVuDZUnHl1SAIpgKo6uFYNO4X9Zr3WElUtR/wFnbasE49pb20JNJi/ntPbZjSGaq6ErAecIuIJNVIq1uoan+sydX1PVnCryNUdXdMtenPdRhNB0BV18Du5WeJyBlQmdzvdv7d7eh3Nbj44nEPn332ylt9/nm/6eB+7T33JG2TC908wA8+8CW97zK5wtGY8MPmxXz27xU1LqVkUke9jsjkCiOwo7zzi/nsKbFN7NxeNFeN/4gpqawWjh79MbAirXPJ18CiHk1MpLVDPg54r6MCT1WdB3NEPwPWrVdHtFJEetp/AH4lIg8lbU93SWX82kZV7wB+hUUpa6bBVkp8RBuZt4H3sVz+mv8ctBf9XnjhhfecMWNGr2+//fZL6jj6XQlUdTXg5WJx4KX777/O+tgG/HTgbO+TSVt0oVsGU+A60wf+xlKuyeQKrd6vxXy25t+vPYE0R72+GI050efHNqM56dfO6Ndv4CdDhvDJ4ov3+WTIkEHjV1xRsZt0U4Hn91gx1EM0O+UvB0HwZblLisgMVR2DNf7YEng0jh+lgfgGuAuTZaxrVHVz4A+quomIxH8CVKeo6urAbsDvG8FJV9Wdgb2AXerBGa0ihwBLA/sn+XuJI/r9xRdfNEW/P6eCud91SghMzmSmhcB04Dosn38V5zjYe5I4bfoQC4blXeju8YHvtBC4mM9+l8kVzsKaAjZ1p01JmNRRrxMyucKaWOews4r5bJwP9rOBga+NHMkD25uE6sCpU3sv8tlnQybOO+8VNEfJ3wyCIE4d75uw1I7HY5yzIRCRWzEZt0ZgItYdNofp6KcYZwKTsa69jcD8WNfh7bD6lh6Pqg7E9PHHYg3jYifm3O9WXS9pJ/odqTr9T0QmVeJnqjci+crtgDNF5CvvwTn2wYpMzwKWd44dvaeqgQof+FkudMdgqaynYu/FUrgeu1+PyeQKD6dR9eRJU1/qhEyucB+wCTCsmM/Gp6Lh3CzATRk8mE8WX5wlJk1i0JQpOPB43yu2dTogTY0wogf7XsBNjZTXrarXAXtj8oMlyYU1Mqr6U+AFYJSIlKx1XMtEKkVvYI7fT+o1FztOVPVE7PRzYxEpWUWjlnO/VXUItvm+SkSOKefaRiaqN/lYRL5p+X3n2BnrQ/I5sK33jKu2bS50N2NBvhE+8O+Vck0mV9gfc9h3LOazdSdm0GikEfU6IJMrrIPt2M+I1Uk3JgFLDJ4yhcFTWp2MVaVRg6oeBBwYpUbUZUFdjBwBnIelGD2TsC1xMgbTGj4NODxhW2qBgcA/saKthkBEZqrqaOAvwC7AX5O1qCZ4Dbi8yUlPIvodNyLysareCPxWVS+oQ0nRWFHVeURkhoi81dbr3nO3c0wA7gf+5Rz7eE+1Hd8cdtp1aPTvUvgLFoU/M5Mr3F/MZ3v8xjtJ0oh6HZDJFWZ3eizms/E1nHBuWSytZT5M57eJacAheF/x9AtV3RV7qO8jIjXfVrtStOj0+G8RabiGE6ra1El3uTSq3pioam9M7ckBq/WEjXctR78rRYtOun8Wkd8mbU+SqOpjwHuddRR2jiFYSthPMQf4vGoWmbrQrQq8Xqr6C0AmV5jdSbeYz9ZNJ91GJHXUa5xMrrARFn07uZjPxllEOiiaN4NFPI/CVF8mAqdVw0kHUNVemN72QKxNdUOoAJSLqp6O/R3WE5GGa+GsqkthikEP9eQ0J1XdF7i3ljo8xomqbgkMAv6vnv/O3Y1+O+d+8N5/gBX0NZzyiapeiUVoVxSRCUnbkwSquinwJHC8iFzc2XjnGIClk+yO1Wgd6j1daibYVVzoFgG+8oHvdBOdyRV6YRvv3sCqxXy24TfetUqa+lL7jMHSU66Med6fAasA2+P9wyRU1CYis1T1DCzasC/W5KdHoaoLAicC9zeikw4gIh9iTkuPRVU3A27ECi8vT9iciiAijyVtQ3tUq+vlhhtueGC/fv1ywE4i8lIlf6YE+T2WTrEqdhLYo1BVhz2bP8IUUjrFe6Y7x55YkWmIFZnu5D2fVs7SZlzolgdexDqWXtPZ+GI+OyuTKwSYAtleWK59SgKkEfUaJpMr/Bx4AjimmM9eFvsCzi2F94k7T9FN7zlgMazgsO4iTN1BVVfBboIHiUjVi42qSbQpW7qzo+JGI3qPP4WdYA1v5OZAUcOu3wHjq5HOVktdL1V1Eay74yMismt3f7ZaRlX7NVLRezmo6lbAI8ARInJVudc7x27Ypn0SVmT6Sswmzr1m6BymQDQCWMEHvtN6tyiq/m8suLByMZ+NU/ktpUTSiHqNkskVmnbsHwB/jG1i53YGfsD7+2vBSQcQEa+qRwGupznpACLyhqrWbQfSMhkEHKKql4nIa0kbU0W2AjYCDm9kJz3iB0yDeX9VvUtEyj7er1b0m/hzv0/C3uOjY5yzJhGR76PUxXVE5Lmk7akyp2Bpotd15WLv+WtUZHof8LRz7OU9D8Rp4FxrBt670B2LRdVHAcd3dk0UVR8FPADsh/U+SakyaUS9RsnkCr8EHgR+W8xnOz2mKgnn1sLy0l8EBF96YUlKZVDVXwDPi0jZjaPqkSjiOAF4uNEjjk1E0fTngUWxnN6Gj0Kq6tZYw65WEcdain7HjaougUXT7xWRvau5dlKo6vHABVjxcI/ZeEf3seW6m6roHEthijA/AU4GLqx0kakL3R+BA4DVfODf7Gx8FDR8BlgSWKGYz1Y1rz4ljajXJNEH40ygiBWfdB/nlsB2758Du9Sikx4dmV8BjBORuHPya47owX4PVll/cMLmVAUR+VxVLwbOUNU1GziHtyULYM2N/tCITnp70e8llljiw5kzZ14wduzY3bG0tlqLfsfNQCxVMUzakCpyI3Z6EGKynA1NtOkm6ibc7caD3vOhc2yM/R7PB0Y4x2EVLjI9HSto3Rbo1FEv5rM+kyucgXUQP5j46+VSOiGNqNcgmVxhe+D/gAOL+Wz3HXXn+mPV6asDG+F9zTpHqvoEMBJYXkSmJm1PJVHVS4AjgZVF5J2k7akWqroAFlV/SkS2S9qealFvjb1iiH5/179///7e+/dmzJjxH2oo+p0SH6oaYqkUa4nIf5O2p5Ko6i6YFvl2IvJRXPM6Ry8gwH6PTwE7e89ncc0/13qhW8IHvuROqVHwUIHhwPLFfHZ6pWxLmZs0ol5jRMUbYzCd2riqrHcH1sci6TXrpEecAfyL5uY/DYmqLg0cBtzQk5x0ABH5WlUPBhr+51bVdYBJIjKxFpz0aud+q+pZwD0i8p8K/liJo6r7AE+LSEmdHxuMi4GjsVPgbRO2pWJEfQJCrE/ApDjn9p5ZQOAcb2Kn6M87x7be82qc68xeL3LSXehWBt71ge+wSDSKqp+OOeuHARdVwq6Utkkj6jVGJlfYDbgD2LuYz8ajZe6cA36K9y/EMl+FUdWHgHWwHMBvOhtfj6jqH4CDgBVE5H9J25MSP9GD/RVgBhZtrNjNtpFzv2sdVc0A44E/iUiP7LyrqqdhaRFriUjc3bNrAlXdG+vYubuIVKzzrnOsh52ozwvs4T0PVmSd0I3AdNJP8IEvqUtyJld4DOuHsVwxn63lNLSGIo2o1xCZXKFpx/465qx3D+e2BD7G+1eBunDSI0ZhxXfHYKcLDUWU57gwcG1PdtJVdVHgEix3+59J21MB9sR6FezWFSc9DMOm90m9KZ+0QlWHYukCuQbdeJ8BzMK0xXsqFwEXNGINBoCq9sFy8V/GdMUrhvc85xzrYkWmDzjHicAlFSgyfQOrqRjtQneLD3wpOfdnYIWlRwHnxGxPSjukjnptsRewMrBLt7uAOTcCuBv4L85tSh0dnYjIC5Fc49+StqUSRE7bblHEtSczFfg5sJSqblYLqSFxoap9sZzTl7HP4Wxijn6/CjxGbUe/F8OOyz/B0iMaBlUdjsnWXRE19eqRNEmOquoAYFERmZiwSXGzB5afvYOIVFyIwXved46fYR1ML8KKTI/wntg2QpFc43HYPSrE0k07pJjPPpvJFQrASZlc4apiPjs5LntS2idNfakRMrlCX2yHOwVYu5jPdv1m4NzCWAOhQcA6eP9+LEamdJsoujiPiLydtC21gKoeDVwKbCEiTyRtT1eZM/o9ZMiQ3QcMGHDQp59+et+33347jdYOeCnR7/bST2pd+aRNVPVebFM2rJGkSFX1ZmBnLE2v5OK8RiQ6KXwB24Bv2mAb73mwv/Nt1fy5oiLTMcBpWH74zt7zRaxrhO4yzElf0we+08ZLmVxhLUzieXQxn+1JCkeJkTrqNUImVzgYuBbYtpjPdj2S7FxfrGPaRphW+rPxWFh9VHVl7HjtUBGpWAV8NVHVW4BtgKVEpO4crrhR1f5Y4fT7wEa19nCvQO53K6eb2ot+VwRVXR0YB5wtIr9L2p44iBzTy4GvReT0pO2pBaKT0MuALUXk8aTtaRScYx+s2dAHWCfTN2KbO3QLYSdzv/OBL0llLpMr3A1sAQwr5rMNs/GuVVJHvQbI5ArzYMVIHwMbFPPZrv9RnDsOOyrbD+9visfCZFDVVbAbyEUiclLS9nQXVR2JFReeJyK5pO2pFVT1N8DVwK9E5KFKr1dC7nep0e/2nO6PgU8WWmihz4466qiGLKzrCqp6O7ZJHdYoG++U1kSR57eBD4ENa23jXS5RIOHvQF5E7k/SFufYACsy7Q/s7j0PxzZ36Ab4wJcsuZjJFVbFUmbyxXz2tLjsSGmbNEe9NjgYGAoc0i0n3bgSmIj3d3c6ssYRkTeiCPQRqnphAxwtjwa+xRpbpDRzPbA00C3p0Arkfj9OmdHv6MG+apra1CajscZPLmE7uk102rewiPwraVtqCRGZEUlyXgP8CigkbFJ3ORTYAEtJTRTveaZFkWnBOY4DLo+jyLTJSXeh2xz4pw98hw2Xivnsq5lc4Q7gmEyucEkxn/20uzaktE/qqCdMJlcYAPwOa3LwWJcncu6nwAS8/4I5itfqnDOxIttTMRWYukRV18Q6940RkVhzDOudSCnijLZeq0D0u9LKJ78BLlHVNUTk5RjmaxhE5E3s99MInAtsoqrLpClsc3E9UVMg6thRV9WBWG74kyLyZNL2AHjP/5xjI+AWrLZnhHMc5T0d6qCXggvd2lhwIoe9vztjNLAbcApwQnfXT2mfNPUlYTK5QlOqyqbFfFa7NIlzy2FFPE/jfcM1nFDVPwG/BoaLSF0WxkYNfs7CupD2+HSItqLf884770/nmWeejb788svx1GHut6rOC7wHvCIiW1RjzXpEVTcA1hCRq5O2pStETayeB84QkbOStqcWUdUlsEZfdetgqOpJWNO9n9XayUlUZHo25iT/HdjVe7qdK+5Cdx9W9L1CKZ1LM7nCDVhDxeWL+WxsnVpTWpNG1BMkkysMwiLFj3fDSZ8PeAA7Tj4uPutqijFYsWHdSkGJyJ9U9RYRadjWy92Nfk+dOtV///33rk+fPv1nzpz5BgnpfneDIzApwjZPB1JmcwCwn6oW6nTjPQb4AotoprRBU5qiqi4GfF4NScM4UdVBmBP8cK056TC7k2nOOV7HRCiec45tvOetbk59IvAatgk4sITxZwJ7YycPR3Zz7ZR2SCPqCZLJFXKYqskGxXy2fHUW53pjxSW/BLbC+7/Ha2FKHERpEOOStqOrVEv5ZNFFF/185MiR/wV6Y3ne3eslUEVUdT5gAvCciPwqaXtqmUii9G3gBhGpq1QYVf0ZlqZ4soiktSYdECn9PAMcKCLdb+BXRSJFnyzwfq3fu6NUmHuBflhkvesptIAL3flYKss6PvAvdjY+kytcg22+Vyjmsz22gV8lSSPqCZHJFeYHTgYe7JKTbpyMqSgc0ROcdFXdHjsyr5umKaq6MfAPVd1TRG5P2p4majX3W1VHYTUWewE3d+FHS4o1sQ1GGk3vBBGZqKp/BH6rqueKyHtJ21QGS2Gdo69M2pA64FUsFSxU1btFpG7kR6OUnbpouOc9/4qKTB8AHnKOY7zv1vvzLCz4txSml17K+P2B04FDurFuSjukEfWEyOQKAVaM8dNiPlvKh2FunFsM2AvvL4nRtJpFVS/CCkpXEZHxSdvTGVFU5klgJWB5EZlW6TXrXfc7+p29CMyP5fN3u0iqWqjqoLSwsDRUdQjmxN0hIvsnbE5ZqGqvekvlSApV3RG4B9hPROpCLlhVTwXmxWoQ6sZBco7BwK1Y8O4q4Bjv6dI92oWulw98ye/xTK5wGXA4sFIxn323K2umtE8aUU+ATK6wEHA8cG+XnHTnhgP/w/tPgR7hpEfkMdWI0VjEtdb5OSDA0d1x0ms1+l0JRMSr6inAGkCvJG0plUjv/83USS8dEflYVc8BOpSBqxWiDeQvgEdSJ70s/g/4DxCo6m21vvFW1UWxfOuH6slJB/CeKc6xA/acPBFY0Tl2856vyp4r8LNc6HoD+wG3+8B39vw6B4umj4quSYmR1FFPhhOBwUBQ9pXOLY3lSD5EacUeDYOIfKqqlwGnqOrZIvJq0ja1R/RgPwvrJHdtW2NqQfe7FhGRx+iOVGkViR7sLwBXYLJmKSVSTylsmJP+ILAPJo2XUgLRxvsMLI1EsHtULXMyMJCuPJtrAO/5ETjJOd7Amsg9GxWZdqWvwzrAdcAyQNjRwGI++3EmV7gCOD6TK5xTzGff7MJ6Ke2QOupVJpMrLAYcDdxRzGdfKeti5wZiEYpBwIXxW1cXXICpa4TAzgnbMhdN0e/FF1/8J4stttiIL7744u6PPvroqLFjxzZc9LuSRBudfYCZInJb0vZ0wMnAAODGpA2pR1S1F7ArJmn5etL2tEX0XhwDFIE7k7WmLnkIS2Or6XTFKB3rCOBWEXkjaXu6g/f82TnewdKOnnOOXbynrDo2H/hnXejuBE5zoTsEWBKYCJzmA39rG5ecBxyGnXjv0a0fIKUVqaNefU7BHuyjy7rKOQf8GVgL2A7vX4vdsjpARL5Q1RwWTa4a5Ua/J02axKRJk8Cq4aFBo98V5hBgBVW9rxr5/eUSPdiPBG6p9wd7gswP/BF4AtgpYVvaY3tgbeCAqDlXShlEKSTjAVR1sIgk3uWzHU7FlFM6jB7XC97zjxZFpo86xxHec02Z0/wT20gvFf33ssC1LnTM6awX89nPMrnCpcBpmVzh7GI+mzZ8i4m0mLSKZHKFJYF3sWj6/mVd7NypmLZpDu9L6RqW0gkVyP3+BPi4f//+382YMeMt7/1H9IDod6VQ1U0ABU4UkZo7QYrSsA4HVhKRtICqi6hqU2H92iLyn4TNaUUU8X8JmAcYWU/KJbWGqp6GRaxXqNGN95rAhiJyVdK2xIlzzAfcDvzSuVlXHHjg9aOWWeaDAdjJfIdfL/Likb3oNbgf/RjHOMYz+1Dkfz7wmTnXyuQKC2IytU8W89kdK/2z9RRSR72KZHKFy4HfYpXR5UmSObcm1ljgZNI/GqraH/td/ktEXmj5WpLKJ9GDfRzwnohsH8fP2pNR1ccw6cNhtVSsqap9gVeAp0QklSTrBqo6P/Zwf1pEtknanpZEmu9PAKNqPAWr5mmx8T5JRC5I2p5aJwzDvpTgTEdfgzt6fdYsN+iRR7Za8Lnn1u+z/PLvsMsudzFgQKd13DOnM73P99j//sk/GcdsSXnvA99msX8mVxiFnUp0XdEupRWpo14lMrlCU5OPG4v57KElX+jcQnjf7dbA9c6c0e8+ffosu8wyy1wybdq0zydNmvQ0XYx+E3Put6ruAdwG1JRuer2iqutjTVNOE5FzkranJaraDxgoIl8nbUu9E6WznQNsICJd7StREVS1DzArVXvpPqr6KPATYLlaSYFR1WGYY3maiHxQ7vXRs2keYnKqW3z1K8OM74BvO/t66KGtV3z++XW36d//u0+32+6B81dZ5c132xg3Bfg2CILvXeiKWLrLnLQZUQfI5Aqzm78V89m0+VsMpDnq1eP06P/PKvkK00l/Aef+jPcNkTc3J12Nfs+cOZMJEybQq1eveXv16tVn1qxZE0g49zt6oI+O7PhrJdfqKYjIs1GKSc0UGqrqwsBUEfkOSHOW4+EKYFvMQakJVHUkUBSRqUnb0kCcATyLCSr8vtqLR071QFo4xCNHjvx9r169tnrvvfeeGjt27Pd0zanuXYYZU5nbOf4KeL+N73f2NQWYWuqzLQjAOTadPn3g3XfcsfvvgJ29Z2wHl5yGqZYNbPG96dH3mLkshwAAIABJREFU26SYz36TyRXOA/KZXGGDYj77TCm2pbRPGlGvAplcYXngTeDqYj57VEkXOdcPO3JdG9gY33kr31qhUrnfzBH9Xnrppb8ePnz4y1ih0qZJ696q6r6Y+sfOInJPkrakVA5VvR7YGGu8VdO60CldI0ptegN4V0S2TtqeRkJVH8Ci6sM6+vyEYdgbazwUZ6R6XsCVaOosynecO3OqpwVBkPjJjHMMx4pMhwOHec+f2h0bur2w+rih2O/ucR/4LTuaP5MrzIs1NHulmM9uEZvhPZQ0ol4dRgEzsTd755jCy1XAz4A9asVJr0Xdb1X9PXA5sDnJa/TuDvwXuDdhOxoOVR2MKaxcIyKJpYKp6krAvsAlqZMeP6o6EJNd/UvCG+/9gOWB4xK0oW4oJ5+6X79+H/3444+f//jjj9eNHTu2o7EDyjBhJlHKxhxfHUaphw8ffvCAAQPWnThx4s6TJ09uOXYK8F0QBA0ZyfSed5xjA6zI9FrnGAmcGOmwtx5r6i63ArjQXQoc5UK3lg98u4XfxXx2aiZXOAe4OJMrbFrMZ8dW5AfpIaSOeoXJ5AorY3rQFxfz2Y9LvOxo4CDgLLy/o2LG0RBdL68FNsVurEmzHbBE0pH9BmVZ7Kh8MB0cu1aBADv6TZWXKsOvsUYtn5BQ0ytVnQdL0Xgea9TTMNRCPvX333/fMp96Ks0O9iS6FqX+NgiCslPQVHVVLBh23k477VQo9/p6x3u+do5tsJ4sxwIrOcce3vNNB5cFwJ7A5S50P/NBhykZVwMnAWMyucImxXw2fS52kTT1pcJkcoXbgW2AYcV89rOSLnJuF2AHYF+879IxWZLKJz2N6MHet5ZUSRoRVb0N2wwNE5FPE1h/VeBl4FwRObXa6/cEos/S29g9Zv0kNr2qegSWM7+1iDxa7fWbaCufupOvauVTdyf1Y2oQBDOjQuzHMdWuRD5LqroE1tfkLBH5IgkbagXn+C32nn8L2NZ72lWlc6E7EOtYuq8P/M0dzZvJFQ4HrgR+UcxnH4nR5B5FGlGvIJlcYTUsHeLsDp101yoHbCJwGt7vM+ewBoh+VwxVXQzYHzg/gYf7IUCgqj/pimpASsmMBnbDHq4nJLD+XpizcX4Ca/cIRGSGqo7BmiBlSSaivTHwFGVE9Gs4n3oS1rujpvKpReR7Vf0AOFpVLxGRSZVYpxMbPiFNbQLAe652jvHAXcDzzrGT9/yjneE3AKsB/y5h6uuw7s1jMrnCo2lUvWukEfUKkskV7sFyp4cV89m282rNSb/223nnHfj1ggsyZdAgpgwe/P0bI0b8rThs2Bek0e+SUNX9sBtIVQs5o5zad6mRgtZGR1VvwDa/y4vIR1Ve22GycmlzowoSFXK+CXyDNUGK1VksJZ+6T58+C8+cObMvpUep48in7k6kuu7yqVV1Raxg91IROb7Ka58JPCIi/6rmurWOc6yAbY6HAb/1nj93d85MrnAQ8Cdgu2I++0B35+uJpI56hcjkCmtjO86gmM+e2e5AZzqlD/7qV7yw7rrN3/cenJtEhXW/G4VIGvFV7CG4hojMVRRToXVPAC4ARETai0CkxISqLocdpR4jIuM7Gx/juvOLyORqrdfTUdV9vfcHf/nll3u+8sorM0gon5oS9alL/OpyPnWjEiko7YltvD+s0prrYRKRvxOR0gQeehDOsSAmL7wF9mzLtVVk6kI3BLgYCH3g32hvvkyu0BeT150KrFXMZxNXvak3Uke9QmRyhQKwPhZNb784w7lZgPtk8cWZMngwg779lkHffsu806b5Xj/+2Gbnr5S2adFsaK9qdBFU1UFYY4f/ishWlV4vJRmipkuPA9uIyNiEzalJGiGfepVVVtl50KBBh0yaNOlnEydOfJsy9KlTukbUbGg8cLGInFylNR8B1qLGuh3XEs7RF3PCj8Ai7HvPWWTqQrco9rf7N7BVR4WlmVxhH+BmYNdiPntXxQxvUFJHvQJkcoUNgKeBU4v5bL7Dwc59ASzUxiv/w7fd+SulbVS1FzAOi5iNFJFKNzj6NXATVvT2XCXXSmmNqi6DnWL8pQprPQqsiaW91P2DvYbzqef66tevn5tnnnn6Tpky5fUOxnU7n1pV58c23U+LyDZdnSelfFR1C6yodHoV1toY+AdwoohcWOn16h3nOAK4FEtR2tZ7iq1eD92RmDzyLj7wd7c3TyZX6A28Ev3nasV8tion3o1CWkxaGcZgRZuXlzD278COtI4cTSNZCbq6RERmqeoZwB6Yc/FVhde7WVVfFpFxlVwnpU1OAI5U1WcqmTOuqpsAWwInJOGkl6NPTXXzqbvSRbHsfGpVfRYLZJxa4Y33scCCWM+LlCoiIo+D1YBUssYnqjEZg6WM/qFS6zQS3nNlVGR6J81Fpv9sMeRq4FDgIhe6h3zgp7U1TzGf/TGTKwRYSs0ewC2Vtr2RSCPqMZPJFTYFngSOL+azF7c70DlH0y/fub0xjeiWqi+3VtzYlC6jqgOqEQFKaRtVHYIV8d4pIvtVaA0HKNa9b/mO/t5l6lOX6lD3+HxqVd0BayB2gIjcUKE1FsKi6Y+LyM6VWCOlY6K88ZuArIi8U6E1emMb/M9E5PpKrNGoOMfKWCfTocCh3nPj7NdCtwl2nxzlAz+mvTkyuUIvrCHgQGCVYj6bppWVSOqox0gmV3DYsdpywPBiPtv2g925BYD7gVPxPq06rwCR5vUQEYm9aYqqLowdBZ5cKechpXNU9XzgeCzN6c1Srys1n3rgwIHDF1lkkWMnT548dvLkye92Np4a0KcuY/26INosvYDJ0q4kIrFvHFR1NyzC9xMReTXu+VM6J9I0fw+4S0T2TdqelLlxjoUw+cbNsIZvp3nPLAAXuoOA+3zgP+9ojkyusB1wH3BQMZ/ttqJMTyF11GMkkytsBTwCHFHMZ69qc5BzfYAC9mbfAu9TpZAKoKr/xLpZriAi38U89zmYlvdqIvJanHOntKajfOr+/fsPGTp06BXTp09//f3337+b0iPVFcmnLuGrKYWkYvrUjYiq/hJ4EPitiFxToTWWrLbcZ0prVPU84ERs492uikgX594UWBq4rVqKYI1IVGR6OfAbzOHex3tmpwS60PXyQftNGqNg5nPAYsCKxXw2VUAqgTRHPSaiN+BZWOrKdR0MvQjYCjg4ddIrSoApdRxCabUCJRE1VjoauD110ltTRj51Oakf7eZTf/fdd4wfPx5MwWEtYsynnm+++WZ88803X1KH+tQNyMPAP7EUpFhR1cVFZFLqpNcE5wGHYY3Ndo9r0uhU5iJgfuAOmFtqMKU0vOcH5zgMeA24BPiXc2zrPRNd6JYB7nahG+UD/3Bb1xfzWZ/JFUYBDwEHkdYKlEQaUY+JTK6wLZbOcnAxn23bUXfuN1jxxUV4n0RnxR5DdHN+ElgJyy9us8ilC/NeBBwDjBCRt+KYs9o0Uj61c26K9/5bYsynjtSDnsdylnNxzJnSPVS1r4j8EPOcSwLvACeJyJVxzp3SNaKutKdjUfXXY5pzJ+BuYH8RubGz8Sml4Ry/wDY+3wE7MNr9B3gZO61czQd+RlvXRUHNp4AMliIc64l3I5JG1GMgKpI4Eytuu6nNQc454OfYEW5V9GJ7MiLiIwWYfwCHY40buoWqDsYi9DdVy0kvU5+6HKe6u/nUX1F+pLop2h17PrWqrqOq02I65dgRWBu4LIa5UmKgyUlX1TWAd0RkagzTnoZ1en4ohrlS4uFCTGK35JqTjog23SGm950qjcSI9zzsHOtjOutjGe0PYrQ7Bvs8feJCNz+ROIYPmsUxoqj6GZji3W8w+ceUDkgj6jGQyRV2weSLfl3MZ9vXdXauF9Af37aEUUr8qOq9wAtxdaCL2l5PE5EP5nytTH3qNJ86JlR1ALZpeF5EftXNuXpjjkIfLKqXHpPXCKq6Ms1F3Od3c66hwNvADSLymzjsS6k9WjTB21NEbk/ankbEORbGTiyEZfU+9vv5NvSaNafc9CEtnXWATK7wBLAqsFwxn41j492wpBH1bhIJ+YfYA2Tubpim8HINcBLeT8TetCnVY6e2tHm7kE89mBZO+Nj/b+/O46MqzwWO/85MFhKWJIYtIiSArKlAELAF5AQQxKICwkWLCwq2VasFW0Uu1yvhevGCG7XlUtc2lc0qi5amKmLIscECxQJGlEohES6GJYQQzDqZee8fZ2bMMjOZIZnMJD5fP+PMnPOe97wzCZln3vO+z5uTE9B4ag+aMz+1q57v5HhqXdcrnBlgVhiGMVrX9Y+bUN1sIBW4TYL08KLr+mHnqpKPGYbxoq7rF5tQ3ePO+/9uhqaJZmYYxs+B0bqu39bEqi4AWzDzd7d5ziuwkZjDEGvfe9rm773PMhkZRNpsEYVvvTUr/8sv9WlXvLmbsbe8RHnUWf7En8C8IvwUUD/l9H8CuzBXP326+d+NtkN61JsoZXHW7cA64NaCFVPr/jH4NsPLBGCiTB4NXHONp7Zard3sdruFb4PtgMZTW61WLBaL3Waz5dP0XuqQ56duawzDaI+Z3u0zXdcnXmIdGvAPzGFBw3RdD+srCd9FhmGMwswa8biu68svsY6OmJfk1+q6/vPmbJ9oHoZhLMJMAThW1/UWTWHs/MyJoHmC3KAHyvXug9356gCqAVv9e6Wwbd89eODu7TNJ6PZ/jPzRk7wf96rrOKWWKkv9ylIWZ70LjAJ6F6yYWhrktrda9QP1TsBNwF1APwLrIfyuqXAodew/tn6W+pe8wqILFbahBSum1v1g17QXMDOE/BilXvVYSxsSruOprVarSkhIGFtdXX2wtLQ0t/5+Lzf3eOr09PQUzDGT/6vr+oJA3xfRMgzDWAisAsbrup5ziXUkAd11Xd/fnG0TzccwjHeAcUBvXddLLrGOLoDSdb2oWRsnAPdngZVLDFAjIyM79OnTZ3VNTc3XR48eXXUJdUTHxsb2q6ioKFRKBdqOyOC9MwAovAS7Xrb5e9+UY/2pw7Z06VKfVxm1ZVoBX96QzKY3ILIcfjQNrtgL8JVaqlLql09ZnDUCc52EJwpWTPW2WFJfzCxAM4EuBP/nEyp2oBTYjjmfYh/m70qdQH00Zg5whRlECT98U2mjXZS1KsJimYw5cdH0bYaXVSj1i1C1z5vv2nhqwzA2YabF7K3r+jk/2+g69nVgFtBH1/VTgRwrWo5hGO0we8RX6LrueVK392MtmIGbXGIMc84JpbnADNfy8wEc2wEoay0/Z+ff6dbQk+vpPti8BpeRkZHto6Oje1RWVv6zpqbmbP39Hu6DHeS67xsLdlszbZk2B3iFM4Nj2bANLl4O0+bbGbLhrvpj1F1SFme9DaRj9qqfr10d5ortC52P2wW5+eGiBjOTzl7gh0CVK1Afjhlktg9d21q9MhYuXMkLL8zHXGbXBnwOjECpJv3DbOn81B54G0/dlKC6RcdTG4aRCuQBTweScs8wjEHAZ8Bzuq5Ltp4wZxiG5VKGrBiG8VPgDuBmXdfPN1ZehJZhGB39HaO+bNkyC87g8Qc/+MEflFJd9uzZM0cpFexAtTkC5QbDBZqZjaYHqkEJcmNiYhgyZMgO4MSePXum1ttv9/b54fzCfgT4P8xx7q3iS1lb4QzWn6KsSy/+uFlx/FoLsWeep7zro66VTGtLWZw1BHMC//KCFVMfr7UrA3MBrO9qXFoB/A24zhWo/wlzyItoih077DU33GCtjoqiOiqKqqioymN9+vzP9ilTPqZpQXWL56emDY6nNgxjPTAds2f8tJ/H/AG4BbMnXi6TtwLOseaTgA/8+ZCu9cF+AhgjH+wN+ZikFtIg12KxdHQ4HI5Gjg1k6NylsBNmQa6f9zXhPvncMIypQJGu63sCOOYhzNSqkwK94iKal/bgoFR2LfqUA/dYgE3AXKUaJtRIWZz1R8ze494FK6YWYQ6hPcd3pxfdm2+A6yIwe1YnhbgxbcPYsdZXFyzgdEf3yKF2mBlhvAn7/NRtzDLMsa39Ab8CdeAXwHoJ0luVWZhZHqZhdkI05ieYy4vfHcwg3cMktXDuyQ2bSWpe7stiY2NTYmJiep8/f/4vDofjYmPHXHHFFXOio6OvPH78+OM2m62E5gmUa8I9fWlrput6ViDlDcOIxcyPbwAfBqVRwm9q9ReHtAzLSroc+nc+eGYmaL01jWlKcbJe0QzMv9uLnLcfYv77+q4H6u2AOZpSajTmIjxxIW5Q61dSwpePPML5vDyiqqtdN7Xhjjt0WmF+6rbIMIwIXdf9+jJjGIYmvavhpdYkNa9BZkREROxVV121xW63V+Xl5f1EKeU1cLVarbG9evVaVlNTc/bEiROZBCfIDYdJauHUk1u/jkYnqXliGEY/zLS4q3VdX9hI2asxJ2ct1XX9vwI9lwgdwzDiMBdCekfX9W2NlO0JZAIZuq7/tQWaJxqhLdPaA8c5fHMMW9bFEFluR39yqcpavbx2uZTFWe65YAUrpj4B3B+K9oahf2pKqR9i5reUQL2pSkrg7rvhnXdqb/0K1XC2swgdwzAigWt0Xc/1UWYE5mTg21tqFdKW5Jyk1hp6ckM5SS2YgWqzB8pteZKaN4ZhvIY5t6Cvp0XIapX7A3Aj5hA2SQPXihiGEYH5hawcSJO0qa2Lc8z6q0AMp78HG7ZBWTcYlvlr9ff73VnUUhZnXYkzu1rBiqmXYwbtAk5FEPzxe98dmgbWOm9nOeZlOBFelgGPGIbRT9f1r7yUeRLoDRR6rcScpBYuQW6gdfibnedSNRaM1t9W7qNswEGupmk1qampqzVNU4cOHbrT4XBUeqojMTExom/fvhP27t37Jo1MUhNh6UngTuA/8N0D91PMlWYlSG9ldF2vMQwjA3O9EtewtgYMw7geOOTrC1t9ta7QWTEn7rbU45Y+X8jat5jF8RqaRUND66bx7I/HUfXHjbDv/p9rGsXAfymFKlgx9V8pi7Mygfu+qarZ2SFa1uN0smhKqZuAtYSoR726uprU1FT69+9PVlZAw9ECpmkauq6Tk5PjV/nNmzcza9YsduzYwcSJfqyhUllZxfz5pWzY0BlzQY0lKM8piYTpEiapNTnItVqt8YmJiTMrKyu/Ki0t/bR+HVarNaFdu3YDq6urz9hstos+6gp2RoYaWkFProf7sJikZhjGvwHPABN0XT8W6vaI4DAMYw0wBRik63qVh/2Ruq7bWr5ljXP+/QuHwCzsg8v27dsPA7SysrIvPJSJjI6OTnY4HFU2m604gHrbAjvmHA97Cz0O6Jjd7P6ZwvzPgQMDA1uNBttehoNzAf4I3KMUFSmLs5KBI28/MPrksF4JKcF5u7x74oknePrppzly5Ag9e/YMyjmee+45Fi9eTF5eHgMHDvTnkDN+BeqaVrfzLSoqik6dOtGzZ0+GDx/OzJkzmTx5MlZr4L/3zz77LI8++ij79u3j6quvdm/PzMzknnvu8XlscnIyBQUF7ucpKSkAdbbVfx2BBOpKKUaMGEFNTQ379+/HYmkkLquuriAq6k5gs18naCYBTFILh57c+vfB/mNpx0OQGRkZGRcZGRlXUVFxWCn1Te0ynTp1SouIiOhw/vz5LKVUJaEJlGWSWhM5c6NH6Lpe7WFfPPABsEjX9Z0t3rgw4fzbEWivYrgEjhbAarVaYx0Oh8OZwazOvpiYmJ5xcXETi4uL36+uri4NdVs9PA72la2W4ArOghogRkdHd2nfvv2w8vLy/ZWVlcdrl+nYsePg2NjYq86fP7+turr6rId6WjqYDWrw63rcGj4jtGVaAZDcYIfS7OxaZGHHUxqxRUcp7zpOKb5OWZz1vy/fefX9k1O7+/y3Ybfb+d3vfse6devIy8vj4sWLJCQk0L17d0aNGsXNN9/MzTff7Hc7T5w4wYABA7j33nv59a9/DcAnn3zCiBEjuOaaa9i9e3eDYzZs2MDtt98OwLFjx+jdu3ed/RUVFSQkJGCxWDh//jzR0dFUVFRw5ZVXkpaWxp///Gd/mnYmoGsLS5cuBcw3qKSkhEOHDrF27Vpee+01RowYwfr16+nfv7/f9ZWVlbF8+XImTZpUJ0ivbejQoUyfPt3jvvj4+ECaHzBN03jssce49dZbeeONN5gzZ47P8nabrd3eTz4Zv3379s60bKAc7GtEgUxSq8bM/3nBy/4W7Q32sQBSd8wl5/fpun5nre06kAM8rOv6ry7x/RIBcA4hCloP4K5du9rFxcX1LCoqOuHa3rt379tjY2NHfP3111fn5OR0DcK5W0tvZbCvCgWd3W5XeAlobDZbh3PnzlltNtvo+vsCeGzDTHsbtgFbiB7bAdVSV8+cX7yfAH5fe8iiYRiJQD6wWdd1GdccfpYAr2CmXPyWpqyMXQmJh2HLur5EluVpWvtJyY+xXNO4Dx9fYu12OzfeeCPvvfce8fHxTJ06lSuuuILi4mKOHj3Khg0bOHz4cECB+pNPPklVVRWPPvqoe1taWhoJCQns27eP0tJSOnXqVOeY7OxsNE1DKUV2djbz58+vs3/Xrl1UVVUxadIkoqOjAYiJiWHBggU89thjfPzxx4wePbrRtgUU4GVkZDTYdvr0aR566CHeeustrrvuOvbt20fXrl39qm/Dhg2UlJRw9913ey0zbNgwj+dtKdOmTSM+Pp41a9Y0GqjbrFbtxIkTP/NRJJAgswozQ0zIhzy0xUlquq6fMgzjN8B17733XvSePXvsgCUpKWl/cnLyg8eOHXszJycnge9OwBbKtgaVzWajqKhuds38/HzXw2ea6TTBDIhqcI6fD+I5Wm1wuXTpUmUYhhX4FNiv6/odAIZhTMZcbftnuq6v8f3jE82t1tWa2jeLH4997XsV0HJycnq59qWlpS2KiorqcOrUqddycnL6B1hfc5dryXO1inIZZGhFFOWd49xVduyxGprSMIdp2LHz1qC3YP4YWP+XOGztc79aOfXObg+W5AN98WLjxo289957DB06FMMwiIurOyCkvLycPXv8Tr3PhQsXWL9+PRMnTqwz5MVisZCens7WrVsxDIObbqq73FB2djbp6el8+umnHgP17OxsgAZDp++44w6WLFnCmjVrmj9Q96Rbt2688cYbnD17lpycHJ566il+9Sv/OiJfe+01oqKivPaY+ysnJ4fx48e7n9ceqjN37lwyMzPrlC8qKmLJkiVs27aN4uJirrzySh555BGPQ22io6OZPn06mZmZHD582OeYoiibTY0dO/b+L774YhsNg16vk9RqjVNsieDNirmIkt/HOjOEtOXgstL1sygsLKSwsBBgtaefVRgLdkBUE2D5cAkiHT179hyemJj4TFlZ2TNHjhzZnJqaen+7du3uOnXq1KyTJ09+2dRzLF26VAUpKGlN5SyYnyctHuQ4r8hoXbt2LY6Jibl99+7dFyorK8/16NFjvqZppSdPnkzOycn5nzB8z9p6uRaxf/9+18O/tNQ5WzEH5hVy5eOxr32XVK4znR2d6VwAqNOcTlWYoZAN59SR7p/CT0ZYeK7wILCppqjTl1zh/UV8/PHHANx9990NgnSA2NjYOjFhYzZu3Eh5eTm33nprg30TJ05k69atZGdn1wnUCwoKyM/PZ/78+SQkJLBzZ8MRlN4C9csvv5xrr72WTZs2sWbNmgY99fU1y5AJi8XC448/Tk5ODhs3bmTVqlUNxrXXd+HCBfbt28fIkSOJjY31WbYxKSkpLF261P0FYeHCb1PqDhs2rE7ZkpISxowZQ1RUFLNmzaKyspJNmzYxb948LBYLc+fObVD/mDFjyMzMZMeOHT4DdVtkJLt3714G/DuBBbyWJrz8cOG6/OwpoKn9XHnY7qj3XPl4XF2vvKNWGV+Pqbfdvc9isURaLJaITp06jaqsrDxWXl5+lIZ/jKDuHyDqbVc+tnt67O1eYX7I1d6m1dtXf3s4fEhbQ3TeRsudOHHCcvr06SrMxavuPHLkSDeHw1FZU1OzpjnO6wzSRYidOXPG9fABgJMnT4L5b/EXtGBQ0ozl6t+HW/tCUi4xMXFQ586dHy4tLV1bWFiY7eN9a67zhu174W+5cJjc7+J1zHrHU8eB8cCrX+Vbbh8+rEEJt8TERAC+/PLLZmnTjh3mArZjx45tsG/ChAkAfPjhh3W2u55PmDCBuLg4tmzZwueff87gwYMBKC0tZd++fcTHxzN8+PAG9Y4ZM4acnBw++ugjbrzxRp/ta7axzWPHjiUiIoIzZ85QUFDQYFB9fX/729+w2+2MGDHCZ7kDBw54Hfry/e9/nylTppCSkkJGRoa759zXUJmDBw8yf/58XnrpJffk14cffpghQ4awcuVKj4H6yJEjAfjoo4948MEHvTfWHKsUidn7COY/lBrnzd9/KLWDr/rbvT329ryxx/VvUDcIqf/cV0+Jhvn71OpyKjkcDhwOB8XFxQC9gPTQtuiShOUHRADlghqUWCyWbvHx8deXlZV95XA4PndOOLvQCt6XcC0Xjm1y6LqeoWnafwLDgcuB7eGa8UVcGsMwNGBkUlLSHQMGDHhJ1/VdoW6TCIinMevlwBKlqNQ07uzblzRgsLcKbrnlFlauXMmLL77IxYsXmTFjBldffTXJycmX1KDc3Fw6duzocY7loEGDuPzyy/nss884e/YsXbp0Acze8g4dOjBy5Eh3j3h2drY7UDcMA7vdzvjx4z0mIqkdV7ZYoB4dHU1iYiKnT5/m7NmzjQbqx48fByApKclnuYMHD3Lw4EGP+xYsWMCUKVMCamdsbCzPP/98nQw1gwcPZsyYMXz00UdcvHiRjh071jmme/fuddrsjVJQ7oiIKHVERzmfOjdr4PwwUXWKa+6nChRoSn37oePa5rwHlOt4rdZ+D+U81u1uB9+eQ/Nch6rbblXrXM42urfXfm7+r/b+um1QaK66a7/eBnW72lL33LXbWuv1K/c5Xftcx7mOqfP6PZ2ra/vIfnGxEQPtdsqOnqv60FHGFzfSAAAIXUlEQVSr7aruY/frcr/R7nNrrpPUel116qjT/tq/G6795s/X3S5XG11lXPW563aWQfihguMjo61f26H7P4rs251ba38hDfpYeRF867eXRV2TFFFdXKn+cOicfTcwjXeDm/ZXtLyusVrJoESrBuT+dHvW2kr7t8MXRXhL5s9Ua8d2V1vyRylsHTQiv4ly9N4bpfqkpyzOSk9+DOzxo2MhwWsdaWlprFu3jgULFrBu3TrWrVsHwGWXXca4ceOYN29eg/Hk3lRXV3P69Gn69evndSTI+PHjWb9+PTt37mT27NkA7Ny5k2uvvZaIiAhSU1Pp2rUr2dnZ7s5cb8NeXPyNK6GZez+VK3RoZNgLwLlz5wBISPD+wwDPY8ybol+/fh7HA7kmEJSUlDQI1C+77DKABhPS6qvBwt6aXvZtVRH+LFFfvydchEh+KVqHCmxVdqpsjtiRoW6PCI59p+yaMrMk+e6+EK1WtQN2fV1T4lB0Rn7ObdaZcsU31TUVDoW90s51oW6PCEyU6kOUvc9FzIQZAIOcNwDOl9t8B4bA7NmzmTFjBjt37iQ3N5f9+/eTm5vL22+/zdtvv81dd91FZmZmo/GoP7HoxIkTWb9+PdnZ2cyePZvPP/+cwsJCHn74YXeZ9PR0PvjgAxwOBxaLxR2oX3ed519Pf+NKaMZAvbKy0jV0wH1pwJeYmBj3cS3JW0rHiAjzrbDb7Q32VVRUAN+22ZsO7SIv/uZHaT/+zY/SWjSPuhBCCCFEG7EVaDTLSGRkJJMnT2by5MmAGb9t3ryZefPm8frrrzNjxoxGk5X4E4u6esVd49JdQbhr/DqYgfqbb77J/v37SU5OJi8vjx49ejBgwACPdfobV0IzTmLMzc2lpqaGbt26uRce8sWVwtH1bSacudrob9pJIYQQQgjRcqxWK7Nnz3b3dLsCal/i4+OJioryGYv26tWLvn378q9//YsTJ06QnZ1NfHw8aWlp7jKuLDPZ2dlkZ2ejlPK5on0gcWWzBOoOh4Ply5cDNJpr3GXIkCEAHD58uDmaAJg/JE894k3lamP9DDJCCCGEECJ8uIYvK/dsMt+uuuoqCgsLKS0t9VrGFXTv2LEDwzDQdb3OJNGBAweSlJTkDtRrH+NJIHFlkwP1M2fOcNttt5GTk0OvXr1YsmSJX8elpqbSpUsXj8uyXqrExETOnj3rvqTQXFxtDCQvpxBCCCGEaF4bN250jwev79SpU7zyyisAjBs3zq/60tPTcTgc7N2712sZ1zCXVatWUVxc7DEeTE9P569//Svbt5v5CnwF6oHElZe0MqnD4aCkpIRDhw6Rm5tLdXU1o0aNYv369XTu3NmvujRNY8aMGbz88sscOnSI1NRUj+V8pWes3SYw35S///3vTJkyhXHjxhEdHc3QoUP9nv3rzfbt24mPj68zHkkIIYQQQrSsPXv28MILL9C9e3fGjh3rzjKYn59PVlYWFRUVTJs2jVmzZvlV38yZM3nuued4//33vU7+nDBhApqmkZeX535e3/jx49m4cSP5+fkMGDCAHj16eKzL4XDw4YcfMmDAAL73ve813kCl1E1KqRLlA3Vz2KqoqCiVmJiohg8fru6991717rvvKrvd7qsKjw4cOKAAtWjRogb7fv/73zc4r6dbbd9884267777VI8ePZTValWAmjt3bp3Xoeu6x7bMnTtXASo/P7/O9n/+858KUAsWLPDnJV1QSs1USiE3uclNbnKTm9zkJreAb1uVD8ePH1erV69W06dPV/3791cdO3ZUkZGRqnv37uqGG25Qa9euDTgmTUtLU0lJSaqmpsZrmSFDhihAde7cWTkcjgb7jxw54o5NH3jgAa/1vP/++wpQq1at8qdppzWl1E3AWqDhOqwt4Prrr+fgwYPk5+f7Nfu1pf3yl79k9erVfPHFF/Tp06ex4qXAPECyvgghhBBCBM6vrC/NaePGjcyZM4ctW7YwY8aMoJ5r5syZGIbB0aNHiYtrNPQ+E/Kl65999lmKiopYs2ZNqJvSQGFhIb/97W956KGH/AnShRBCCCFEK3PbbbdxzTXXkJGRgVL+TUK9FAcOHGDr1q1kZGT4E6QDYM3IyBgA3AK0C1rLfHClc3Q4HIwaNSoUTfDqs88+IykpiUWLFtGunV9vTxXwDvBFcFsmhBBCCNEm3UqtBZBagqZp7hi0f//+HhfGbA779+9n0KBBLFy4sE7WGB/KNKVUOvA2IRr60sZcAP4N+CDUDRFCCCGEaIV+B9wT6kaEiWMW4DAh6k1vg6Ix308hhBBCCBG4fwDloW5EmMizAKeQoRrN5RhwItSNEEIIIYRopbYA1lA3IgyUApmuATLPId9emqoceD7UjRBCCCGEaMW+BnYBlaFuSAg5MOc9vu8K1NcBK4CykDWpdSsDfgW8FuqGCCGEEEK0ctOBz4HmXWq+dagGzgNjgAqtXhqaqcBPgUmY0by9xZvXelgBC/Ah8DLwp9A2RwghhBCizegAzHfeBmIGsI6Qtih4NCAKOAO8DryIcyh1/UDdJQroArRvoQa2RmXAWcxfHCGEEEIIERwdgUTM+LQtsgMlQDHm6qZu3gJ1IYQQQgghRAiFfGVSIYQQQgghREMSqAshhBBCCBGGJFAXQgghhBAiDEmgLoQQQgghRBiSQF0IIYQQQogwJIG6EEIIIYQQYUgCdSGEEEIIIcKQBOpCCCGEEEKEIQnUhRBCCCGECEMSqAshhBBCCBGGJFAXQgghhBAiDEmgLoQQQgghRBiSQF0IIYQQQogwJIG6EEIIIYQQYUgCdSGEEEIIIcKQBOpCCCGEEEKEIQnUhRBCCCGECEMSqAshhBBCCBGGJFAXQgghhBAiDP0/+StcjUxC5/0AAAAASUVORK5CYII=\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "#Introduce the mass of the mixture\n", "#mass in the feed\n", "m_A=12.036\n", "m_D=8.018\n", "#Solvent\n", "m_S=20.064\n", "\n", "#calculation of mass fraction\n", "m_M=m_A+m_D+m_S\n", "XA_F=100*m_A/(m_A+m_D)\n", "XA_M=100*m_A/m_M\n", "XS_M=100*m_S/m_M\n", "#plot ternary diagram\n", "ter_diag()\n", "\n", "#plot the mixture point\n", "X_F,Y_F=tri(XA_F,0)\n", "X_M,Y_M=tri(XA_M,XS_M)\n", "X_S,Y_S=tri(0.,100.)\n", "plt.scatter(X_M,Y_M, color='red', marker='x')\n", "plt.scatter(X_F,Y_F, color='blue', marker='x')\n", "plt.plot([X_F,X_S],[Y_F,Y_S], color='blue', marker='x')\n", "\n", "#find the two tie lines bordering the mixture \n", "c1=0\n", "c2=0\n", "for i in range(len(xA_SP)):\n", " if Y_M < YDP[i]+(YSP[i]-YDP[i])*(X_M-XDP[i])/(XSP[i]-XDP[i]):\n", " c1=i-1\n", " c2=i\n", " print ('The mixture will lead to 2 phases and the mixure is located between the tie lines', c1,'and',c2)\n", " break\n", "if c2==0 : print ('There is only one phase : the separation is impossible')\n", "\n", "#determination of the tie line for the mixture \n", "\n", "#function to find the intersection point between two lines AB and CD\n", "def intersec(xA,yA,xB,yB,xC,yC,xD,yD):\n", " #slope of line A B\n", " AB=(yB-yA)/(xB-xA)\n", " #slope of line A B\n", " CD=(yD-yC)/(xD-xC)\n", " x=-(CD*xC-yC-AB*xA+yA)/(AB-CD)\n", " y=AB*(x-xA)+yA\n", " return x,y\n", "\n", "#find the intersection point I between the two bordering tie line\n", "X_I,Y_I=intersec(XDP[c1],YDP[c1],XSP[c1],YSP[c1],XDP[c2],YDP[c2],XSP[c2],YSP[c2])\n", "#find the intersection point between IM and the binodal curve (diluant side)\n", "X_DC,Y_DC=intersec(X_I,Y_I,X_M,Y_M,XDP[c2],YDP[c2],XDP[c1],YDP[c1])\n", "#find the intersection point between IM and the binodal curve (solvant side)\n", "X_SC,Y_SC=intersec(X_I,Y_I,X_M,Y_M,XSP[c2],YSP[c2],XSP[c1],YSP[c1])\n", "plt.scatter(X_DC,Y_DC, color='red', marker='x')\n", "plt.scatter(X_SC,Y_SC, color='red', marker='x')\n", "plt.plot([X_SC,X_DC],[Y_SC,Y_DC], color='red', marker='x')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ ">The mixture is below the spinodal curve : there will be two phases. The extraction is then possible by separating the two phases.\n", " \n", "**Determine the composition of the phases and their weight.**\n", ">The plot of the tie line that pass through the mixture point allow to determine the composition of the two phases.\n", ">The weight of the two phases (the mass of the raffinate rich in diluant, $m_R$ and the mass of the extract rich in solvant, $m_E$) can be determined by a global mass balance and a partial mass balance on the solute :\n", ">$$m_M=m_R+m_E$$\n", ">$$m_M x_{MA} = m_R x_{RA} + m_E x_{EA}$$\n", "It leads to the following relationship for the mass of extract :\n", ">$$m_E=m_M\\frac{ x_{MA}-x_{RA}}{x_{EA}-x_{RA}}$$\n", "\n", "\n", "\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The composition of the raffinate phase, R, is :\n", "x_A= 18.32 % x_S= 5.94 % x_D= 75.74 %\n", "The composition of the extract phase, E, is :\n", "y_A= 33.33 % y_S= 62.57 % y_D= 4.1 %\n", "The mass of extract is : 31.12 g and the mass of raffinate is : 8.88 g \n" ] } ], "source": [ "print ('The composition of the raffinate phase, R, is :')\n", "xA,xS=detri(X_DC,Y_DC)\n", "print ('x_A=', round(xA,2),'% x_S=', round(xS,2),'% x_D=', round(100-xS-xA,2),'%')\n", "print ('The composition of the extract phase, E, is :')\n", "yA,yS=detri(X_SC,Y_SC)\n", "print ('y_A=', round(yA,2),'% y_S=', round(yS,2),'% y_D=', round(100-yS-yA,2),'%')\n", "m_E=m_M*(XA_M-xA)/(yA-xA)\n", "m_R=m_M-m_E\n", "print ('The mass of extract is :', round(m_E,2), 'g and the mass of raffinate is : ', round(m_R,2), 'g ')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "> Now you can **play** with the code to find the composition of the phases (if any) by changing of m_A and m_D. You should then be able to fell the ternary graphical construction and the link with the mass balance.\n", "\n", "# 2 stages extraction in cross-current mode\n", "\n", "Pour tracer la construction graphique pour l'extraction double sur le diagramme ternaire :\n", "- vous devez introduire les masses en acide, en diluant et en solvant dans les premières lignes du code\n", "- executer la cellule " ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The mixture 1 will lead to 2 phases and the mixure is located between the tie lines 6 and 7\n", "The composition of the raffinate phase, R1, is :\n", "x_A= 30.95 % x_S= 10.74 % x_D= 58.31 %\n", "The composition of the extract phase, E1, is :\n", "y_A= 44.2 % y_S= 45.28 % y_D= 10.52 %\n", "The mass of extract is : 20.15 g and the mass of raffinate is : 10.12 g \n", "The mixture 2 will lead to 2 phases and the mixure is located between the tie lines 4 and 5\n", "\n", "The composition of the raffinate phase, R2, is :\n", "x_A= 7.56 % x_S= 2.73 % x_D= 89.71 %\n", "The composition of the extract phase, E2, is :\n", "y_A= 18.78 % y_S= 78.43 % y_D= 2.79 %\n", "The mass of extract is : 14.2 g and the mass of raffinate is : 6.13 g \n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "#Introduce the mass of the mixture\n", "#mass in the feed\n", "m_A1=12.036\n", "m_D1=8.017\n", "#Solvent\n", "m_S1=10.21\n", "m_S2=10.22\n", "\n", "#calculation of mass fraction\n", "m_M1=m_A1+m_D1+m_S1\n", "XA_F1=100*m_A1/(m_A+m_D)\n", "XA_M1=100*m_A1/m_M1\n", "XS_M1=100*m_S1/m_M1\n", "#plot ternary diagram\n", "ter_diag()\n", "\n", "#plot the points and the line between the feed, the mixture 1 and the solvent\n", "X_F1,Y_F1=tri(XA_F1,0)\n", "X_M1,Y_M1=tri(XA_M1,XS_M1)\n", "X_S,Y_S=tri(0.,100.)\n", "plt.scatter(X_M1,Y_M1, color='red', marker='x')\n", "plt.scatter(X_F1,Y_F1, color='blue', marker='x')\n", "plt.plot([X_F,X_S],[Y_F,Y_S], color='blue', marker='x')\n", "\n", "#find the two tie lines bordering the mixture \n", "c1=0\n", "c2=0\n", "for i in range(len(xA_SP)):\n", " if Y_M1 < YDP[i]+(YSP[i]-YDP[i])*(X_M1-XDP[i])/(XSP[i]-XDP[i]):\n", " c1=i-1\n", " c2=i\n", " print ('The mixture 1 will lead to 2 phases and the mixure is located between the tie lines', c1,'and',c2)\n", " break\n", "if c2==0 : print ('There is only one phase : the separation is impossible')\n", "\n", "#determination of the tie line for the mixture \n", "\n", "#function to find the intersection point between two lines AB and CD\n", "def intersec(xA,yA,xB,yB,xC,yC,xD,yD):\n", " #slope of line A B\n", " AB=(yB-yA)/(xB-xA)\n", " #slope of line A B\n", " CD=(yD-yC)/(xD-xC)\n", " x=-(CD*xC-yC-AB*xA+yA)/(AB-CD)\n", " y=AB*(x-xA)+yA\n", " return x,y\n", "\n", "#find the intersection point I between the two bordering tie line\n", "X_I,Y_I=intersec(XDP[c1],YDP[c1],XSP[c1],YSP[c1],XDP[c2],YDP[c2],XSP[c2],YSP[c2])\n", "#find the intersection point between IM and the binodal curve (diluant side)\n", "X_DC1,Y_DC1=intersec(X_I,Y_I,X_M1,Y_M1,XDP[c2],YDP[c2],XDP[c1],YDP[c1])\n", "#find the intersection point between IM and the binodal curve (solvant side)\n", "X_SC1,Y_SC1=intersec(X_I,Y_I,X_M1,Y_M1,XSP[c2],YSP[c2],XSP[c1],YSP[c1])\n", "\n", "print ('The composition of the raffinate phase, R1, is :')\n", "xA1,xS1=detri(X_DC1,Y_DC1)\n", "print ('x_A=', round(xA1,2),'% x_S=', round(xS1,2),'% x_D=', round(100-xS1-xA1,2),'%')\n", "print ('The composition of the extract phase, E1, is :')\n", "yA1,yS1=detri(X_SC1,Y_SC1)\n", "print ('y_A=', round(yA1,2),'% y_S=', round(yS1,2),'% y_D=', round(100-yS1-yA1,2),'%')\n", "m_E1=m_M1*(XA_M1-xA1)/(yA1-xA1)\n", "m_R1=m_M1-m_E1\n", "print ('The mass of extract is :', round(m_E1,2), 'g and the mass of raffinate is : ', round(m_R1,2), 'g ')\n", "\n", "plt.scatter(X_DC1,Y_DC1, color='red', marker='x')\n", "plt.scatter(X_SC1,Y_SC1, color='red', marker='x')\n", "plt.plot([X_SC1,X_DC1],[Y_SC1,Y_DC1], color='red', marker='x')\n", "\n", "#calculation of mass fraction\n", "m_M2=m_R1+m_S2\n", "XA_F2=xA1\n", "XA_M2=xA1*m_R1/m_M2\n", "XS_M2=(xS1*m_R1+100* m_S2)/m_M2\n", "\n", "#plot the points and the line between the feed, the mixture 1 and the solvent\n", "X_F2,Y_F2=tri(xA1,xS1)\n", "X_M2,Y_M2=tri(XA_M2,XS_M2)\n", "X_S,Y_S=tri(0.,100.)\n", "plt.scatter(X_M2,Y_M2, color='red', marker='x')\n", "plt.scatter(X_F2,Y_F2, color='blue', marker='x')\n", "plt.plot([X_F2,X_S],[Y_F2,Y_S], color='blue', marker='x')\n", "\n", "#find the two tie lines bordering the mixture \n", "c1=0\n", "c2=0\n", "for i in range(len(xA_SP)):\n", " if Y_M2 < YDP[i]+(YSP[i]-YDP[i])*(X_M2-XDP[i])/(XSP[i]-XDP[i]):\n", " c1=i-1\n", " c2=i\n", " print ('The mixture 2 will lead to 2 phases and the mixure is located between the tie lines', c1,'and',c2)\n", " break\n", "if c2==0 : print ('There is only one phase : the separation is impossible')\n", "\n", "#find the intersection point I between the two bordering tie line\n", "X_I,Y_I=intersec(XDP[c1],YDP[c1],XSP[c1],YSP[c1],XDP[c2],YDP[c2],XSP[c2],YSP[c2])\n", "#find the intersection point between IM and the binodal curve (diluant side)\n", "X_DC2,Y_DC2=intersec(X_I,Y_I,X_M2,Y_M2,XDP[c2],YDP[c2],XDP[c1],YDP[c1])\n", "#find the intersection point between IM and the binodal curve (solvant side)\n", "X_SC2,Y_SC2=intersec(X_I,Y_I,X_M2,Y_M2,XSP[c2],YSP[c2],XSP[c1],YSP[c1])\n", "\n", "print ('')\n", "print ('The composition of the raffinate phase, R2, is :')\n", "xA2,xS2=detri(X_DC2,Y_DC2)\n", "print ('x_A=', round(xA2,2),'% x_S=', round(xS2,2),'% x_D=', round(100-xS2-xA2,2),'%')\n", "print ('The composition of the extract phase, E2, is :')\n", "yA2,yS2=detri(X_SC2,Y_SC2)\n", "print ('y_A=', round(yA2,2),'% y_S=', round(yS2,2),'% y_D=', round(100-yS2-yA2,2),'%')\n", "m_E2=m_M2*(XA_M2-xA2)/(yA2-xA2)\n", "m_R2=m_M2-m_E2\n", "print ('The mass of extract is :', round(m_E2,2), 'g and the mass of raffinate is : ', round(m_R2,2), 'g ')\n", "\n", "plt.scatter(X_DC2,Y_DC2, color='red', marker='x')\n", "plt.scatter(X_SC2,Y_SC2, color='red', marker='x')\n", "plt.plot([X_SC2,X_DC2],[Y_SC2,Y_DC2], color='red', marker='x')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Question bonus +++**\n", "\n", "Faire les calculs pour une extraction successive avec trois étages croisés avec 10g 5g 5g de solvent aux étages 1 2 et 3 respectivement. Est-ce que cela permet d'augmenter le rendement d'extraction ?" ] }, { "cell_type": "markdown", "metadata": {}, "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.3" } }, "nbformat": 4, "nbformat_minor": 2 }