{"cells": [{"cell_type": "markdown", "metadata": {}, "source": ["# Tech - API REST pour deep learning avec FastAPI\n", "\n", "Certains sites web actuels font appels \u00e0 de nombreux mod\u00e8les de machine learning. Un moteur de recherche affiche beaucoup de r\u00e9sultats diff\u00e9rents, des suggestions, des r\u00e9sultats de recherches, des recherches associ\u00e9es, des informations, des r\u00e9sultats locaux. Chacun d'entre eux fait appel \u00e0 un ou plusieurs mod\u00e8les de machine learning plus ou moins complexes. Le mod\u00e8le classique d'un site web, ce sont deux machines :\n", "* le **client** : la machine de celui qui consiste le site web\n", "* le **server** : la machine qui retourne la page pour celui qui consiste le site web\n", "\n", "De plus en plus, les pages sont dynamiques : deux internautes ne verront pas la m\u00eame chose m\u00eame s'ils vont au m\u00eame url, ne serait-ce que pour les publicit\u00e9s affich\u00e9es qui semblent parfois influenc\u00e9es par l'historique de navigation. Les pages sont calcul\u00e9es. Parfois, les calculs sont si complexes qu'une seule machine ne peut pas les faire seule. Le server fait appel \u00e0 d'autres serveurs \u00e0 qui on envoie des donn\u00e9es pour qu'ils retournent une pr\u00e9diction. Le m\u00e9canisme le plus souvent utilis\u00e9 est celui-ci d'une [API REST](https://fr.wikipedia.org/wiki/Representational_state_transfer). C'est ce m\u00e9canisme qu'on va voir ici. Un avantage de ce syst\u00e8me est que la machine qui fait des calculs peut planter sans que la machine qui produit les pages ne s'arr\u00eate. Les API REST \u00e9changent des informations le plus souvent au format [JSON](https://docs.python.org/3/library/json.html)."]}, {"cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [{"data": {"text/html": ["
run previous cell, wait for 2 seconds
\n", ""], "text/plain": [""]}, "execution_count": 2, "metadata": {}, "output_type": "execute_result"}], "source": ["from jyquickhelper import add_notebook_menu\n", "add_notebook_menu()"]}, {"cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": ["%matplotlib inline"]}, {"cell_type": "markdown", "metadata": {}, "source": ["## Enonc\u00e9\n"]}, {"cell_type": "markdown", "metadata": {}, "source": ["### Q1 : un mod\u00e8le de deep learning, une image\n", "\n", "Il faut arriver \u00e0 faire marcher le code suivant."]}, {"cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": ["import os\n", "\n", "url = \"https://github.com/onnx/models/raw/master/vision/classification/mobilenet/model/mobilenetv2-7.onnx\"\n", "name = url.split('/')[-1]\n", "if not os.path.exists(name):\n", " print(\"download %r\" % name)\n", " import urllib.request as ur\n", " ur.urlretrieve(url, name)"]}, {"cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": ["url = \"https://upload.wikimedia.org/wikipedia/commons/c/c6/Okonjima_Lioness.jpg\"\n", "img_name = url.split('/')[-1]\n", "if not os.path.exists(img_name):\n", " print(\"download %r\" % img_name)\n", " import urllib.request as ur\n", " ur.urlretrieve(url, img_name)"]}, {"cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [{"data": {"image/png": 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M4RNF+A3zRpHhkFPVVd1VWZkn81zjvi/uZqaqAPgAqLlHNhkpmRknTmx3M1VgYWEBCqX/8//l/84GkBkBCmICCEQwAFCAmciMDETGgBEYZGBlIlMmVjUiIpCx/wSYCICZEbMBDPiHKhREZgYiGBsZkzFMLZkZMYgIQsQKAGA19Y9ikH+JqhKTwYj2zzT/eCIyM4aA2IgBgxkBTETGRmYwkCkZayaDsZkZM49HNTKQAUxiKJYVpizJwERGEDJAyYiITQFiAEZCxAQA8McDQAQYAyAoEcPYwEZKRGbCRDAChDn5optZ/BSz+VIDMGgiqCaQMsGMidQAJpgABGUmVlPy1WZjUwOpgcfzAABgAOK311/kX2kWz2vG/rWMWFGQwQggGMxAyT/TLNbNHxsEApkZEanp/rUE9U8xg/+p//LVNjNm2l+WiMcimKkRWAnKMLNk8fj+f6QAJ/XNvd1mEMCAjZd2m1FiU4MRGywbkUFhxkYgUxCR+VrDDEpEpAmAmfoi+hMyyLfGTAFYIgZBCSBAQAbyNWPz7ze9LjSTwWC+qokIZsZGBCiBoQB0GGqYwvhlsFhN/y7y3Y/HSERQKLkLwDds7C4BSmQAaCwJEYmJ+Sb6h4OS0f6svon+CPF7wGBMBCiQ3D/Md9kfaDyvmRJdzYOIfE/NFGTk2/AXZmkGduPz3TUCEdAJUH/x+BcAm2mATHiHhWmq25oQk5EvNPtTMpHBxuIoiA2AGhORbwiFnZipDWDSePHxTGZExAg8NDNj/3LKbkvjXYz8J9mMQOL7l0tiGAxKzMS+o46iRiBza+BspomB8GxKYDUzViLkxACZEpH5ssd2MiMWmmBmAFna19fIiBz7wGRggsGUiPc9YCbAEdANmIwTsNuc27KxQwFBmd0ZDWYcD0JGpqwwfxki9yIikG8YzIyJIAqKHfL1NVNiUt9CA4EYyWAgAsPUmCiBTf0F9h31hyczANnMyA2dGGa+IG6WquNtw+LtaqyAxw8jMg1rUwcPtTA82NX9ABYEzA8sun5UfCCZBvwR+WoHPpo/JcNt9xaKLQDj6hK7+8XPAhbbY/C3GH6Jse0U3oh4QQOBoMZQAySCpTu2we0F8CBJuK6LGZhJx4f4asaDEMz2QEXj5UjVAsrcAAEjg9GAD40VM45vhQFKBLUREvztrsBkbhx8XeWxCuRPel0/8scLM43w495pBHUUNoSDjN13kKJYqLHwNLbDP2KnKYES133fTSL+cIQ03yHnGe4AFDt3+zU3IGj+02T727k/WoTcsezxIOHW49tVhYhpN8oB3Le/oXBXWLi4JaM0gmSs3Aje46/HWxnEDPH5xAP0yd3CH8iZn5oxsxsHjaXA2D71LYfy+AKFGYPtusEacA8DdiiWm2g0ls4JlgO5Acjsn0WJQQSP6ASiBFNTM5gvkYEBddIBgxOMWFSDITEZkTpmQsMQmQHoWMRAH39JBpmROR65bRGzr4YRJRiZQ4xz2AAV2tfFYRcw5sBkHcQvgUgdLo2IBMrsbuJu7GthIwSDCMQc0EkIHwKgAiYQw8ifZoAgMTOGleAmjLstM7PaTuwGB6ThG8EdyVdVBgXzVwwW7NEq/hMuSuF1NMyTVEe0MGWK2K5j43co93hOoBGZro7kj7Mz0N2knNElYiJH9StkYMSksbG7T4WLBWgMrL7u2Q4DA50RJEgHfgQD8+9QD49Ow2AEE99EMybnDu4zZMHiDcDIIZyDJM8PGIBBI6zHF5sZ1GJ/KZmpQej6jHZFoUiDSI2cgBCg0PGq13XdPY6ZSSM9ofDkAYVOqclBJWKuqWI4l7kl7GvuBNLtzXA1NYsHM7d2x02KN4UZgf1nnDd4AuSY6I6nUMDdnkdgGLgyqEaQvN1IyXcGYIzNClfCCHUgz16uyUQEXf/83X4RgcTGX1GzrKTO1wFV4wHQzhnDSQMwbPAY/8PxAmS2w44NJ8TYoADt2OIvQpeBibsKQAZ1f3FMvKKzmpJnb1e2MZbBd2S8kllmijchGA/wtwjrRInGzxFIE8hAHaYBaik+d2zpYL4YucNYWLcgKAGhAYzkykCm5hBO0Bs/cbcydt4XW+AGlGyk4UyegBMZMZkymRrMEpOOdy9IBgUZzDhYq1u1s0IFoBRxhGxwcAKMWJ35OBEmMqUbuxYyIkoaWElE4pjgCKu+Qxx5VLzFvho3cLNnW0EYafy5eZAIy3ZvHMTclYF9eTWoJkW4uaFy/v2OBeYfzcEtOXJqgo34OTKhHUkHBftyN4nI8+zx5BqfbsSk2HmlY/P1lW3QfBd6OB7VSSUGTgEENSP2+EAJcAZG4ag2fIcG0rgFGDGFPKUjkMGAPVGIXENUPazu3IQ4kkYCEw2MjrDo2U88HsXijy10Bx1o4m+xo7wCDIIZYyyWmXqAx/CVyAA04igRnEXjimPEZKaOXBR5km+UJqZrYrtrTVec9n03MqTY/gHBbpx65YlXmBxs0J8wkWOL53oM3SURDOqDPSB45jfWwgMV2852r+ELxAQ1dqhiApPqnkIRrkvsPxjANb6QTSPqIRL3YWPwTIGvPxp5ebyY7ZzdiWM8O0E1g0x8t4JNBQrbeF9AVc32fHE3iVh/VyQSkN2AAQXFPnpQ5SExRCqwGxghgflqU4g82j0W3UHAEEtGlEidgujOGtSFMyLn5sTh8SMCgEyJIQQiNgN7CDNnngDUCMRmpuzu6VgJkJJT5j5yLs89GWwmxibqghcbJYYAlCi5QxgFX1NPFwDmRGoMU5efocnjCIPYQxCZee7uDmHM5ASGTV3XvRUB/B1pZFNGpgMsB5HZPeRKL0ecdfElQpGZDGsd0Vg5jGWQATf4HVuZ3D0YhqQEctKn5BGOXKNku5Iy/5iEaw7kf8L+RImYYB0Rt0AUPBlGNCiqgZk8/zIiBg+lyEb8HRloBLy0S4xsO890C3HKrNcdd2MzJOVwvkgxXFBDoCSIzYT8A82I1DCkJA/nusM1k0PhLiCYeYQEGalBXbkFgYzZyMh/WHeymZgIEDMNdydTMBPUBrNxy4aYMidHLf+zHR6AkNfUhuKi5uIzURrprTkzFVgCsXv4lUS6RcOxnIg8OQixhYYHmxHDTOEy4whjjv57yAhI4jDMBER+NqIesCvfBnYX8EdyNSXC5wBH4l2itoHoBlUbKBHAo0EOkOAysQUDj9rAUFxgAAQ3TmPmCpQFTzIeMGlBNB12E9QcUkYUgoePnZyPJYudiRRj2JiaJZCRDowGiEzFwDk8YlCLERUR22HGXoNA5MdsQBgjUjiTW4avbbI9swa8AMLMZGRmyXfIjdqVPouoGP5D5DWmEdnHdg0L13jYsIuwJ+YhmII4UANekfC8OXQnZx9DKAWU1NkTExNIRzy7odsAg1zHgKYhnvsSsDpNAwY6jgg+kgPPwhIPlOFI/HnISSOe32TXY+kRWlAImYM1AUlV2V+MYeq5hykUnBGMJuDQ81MjmHN5/wx1oXsPbB7RRjZvctUQxlLEJu+sH0JggDV2jQETCxUc1/Xeg/uVLHhCTZHZGYGHjHlrwBhE/MqkrgpG8DjeybhnBwGtI/vxFbzul5tX1On2yLF/687DRl3D8V6Vmc3pGK5lAVEF877pHpBsGHyESa9l3BjFng0EYsNzTH9g2r90LDtgShRMXMx4yGuDn46FjOXbgTA2lJ0ShOXHqkYqMzgzRt6D4WhjrdySTGGMazKEUXPyRbSdnAb/wg5FFj9DLvLRLm7QYGRj7Wn/20GdIrmJ3Q7EI/UI4DzRM4NRBN7lZ1w3zhNTi8zYAJAMa7jVpoIlOU+Cq5VQNRg4gs0NsxjrENRcd3ZE7Fbp4VuhYCNk8ljsZMCLDPTFp6lqIiLaa/Rj/4fYoXDWawSDDjMdxm9shNCYQijETUkBMAMTazxxSO3hynvhIYoJNECYcLWw6y8GVJWZ/d9QGLZhxGka2tHIKZ0QeaZDKYj9zUoO6ggaNWYigyWEFAAD8bUsRbwbiof5cPLdtvcs3l/BAYcHiKjBOxkQDx47zVe4C3dlYoOJBj2K3TAjM3YIG9tPw3pjBUBerVUaYTgsJpBrLyzEv706vDmRYi8C6QAFM7oxVv+7TIOwAESsuGr02B81nH5PqPcYY+SF1xHgbTQqONb7/gIeXhGGaaPOsyNsACgxIKpGlBxHnAfYX1Zahu3JnkAP2NIQikyu4ZcjLccuMNv4qJHDurt4rwJuUcfpq4GieQJqShHgR05nyuQ9DF/gHW5cPbjX+CMFmMjz3B3iR1YcSxcs5BrIvvh0+MsOpWKgXtQtTd2SbUeBKM74RmponKN8E0qwuY+Y8xr3pbCCAXTDwzieLBQeAKaMpKbxAPEkpBjEa7BwTzsG2bzhRm6jCjXV4bMWcHVdShpmYLuRxvNebePGShE9Nl4C5RHWbX8SgqlLOHk8I++s3WOm7iEe8BoZ3fBWNlyDPAFGAmIiYoukMOolZGSiPRED5PVBV+iCNlGoBooItYF7ZiyxDTryHBLNRAKwBVV2xN/jNoN4pGoYUT3sxDMvCU5n8IYwr7yFz/Nw0Z0oMfPQBokoqfN/DckZRB0GQh5rNVAjvjuDVXVo70bR3DMqVl7DiJ+ziAgDTfbqe3BYT5YJZGKEUPUQP0LePQZLAETBnnoCQRmIDClWcv/chJ1D0GjlAghKCPOm8MYvwhgRq46EmkCEpAZ4YpHM1H96UN34IYtFxKCWbrgcwDU65HzDdiT1lWNmFyUNvjKhJpsBpIA53xnuZRhk33a2SwHmwQZUQTwSYR3vRQYZvrSHcg/tOtwVNyYfMTI+OV4EFA0tMArex95mE1kIQJSSUxHjULH3+BDeQyAPqzsOetvW0MZ3Jhi7o6rXJkgCB8awjCL6iCVOtJmiEEFBi/RWtLVrHHQ3/+LRcDXggK+b4ErwsrnZTrQ1E1u0athI2iLN3/eR4O0x4Qnsyp9zVSPs/VURwMZvGGSuNNruO0YDq8w0SGmUmq8xakQ6by4NGjHUy+QYG5nPKIBHwRnsSZGXE3hYhSK8csARgWCUGcmpjcHbAcniv3QD6iRQYk4enFz78xKRr4Brwxoi6b4RABEokXlvAxs5gVZ/d1e7oQmJATEhYm9Ei7QFSqBkbIAylEHBWKIgCkDYkpeQE0QtBWizuuBtiB4HXGUFGUsxqJj3vg22Ndw0pWTmRDV6IZWMwUYmCDnV00+FBnfw7SBVIvVWLIICiZlDBXYki2KaYZR2CAykcAoiVn++0ctpgEWVMbY92vdASgAR86Bj4BRCUihUrqU6P8jmNXQYIA49o1rtOhUZGGZM6jamY0U0XjYYUCaS8X1COjqolMgzO7LoVRw82usWMIvuMBBMQWbkvc8BTR4lHeNCSWaYGTOYRGXk+sSUGGKmBmNOwdKIBtAFqg+CDRvJgtvCLho6z2Xz1BBmDLgRjcKxSeAnQrtzV3dippHSEAeFTwYSiBcLxD1NQzYPUDOLqq5vnmoiEgtmQSAxMIL2BqWjcPvR5Bx9h959ZubBEiCTkRm6ElcMIAgibfGACIZ6B/dOocgMShwx2XlIeMPg6eRRH+gIKm6eCmmUjAEjJQufITElQyZ21XsYJMFtS5W9O3TkCOSVAI9LBCGQJVNHCUsgwDTa5TACPJzbetYd0DyYH3ajIowkf+S9NNKbKCN4nkEDcEc0DcpMjFArKCKuAcjE3ZQYrLRnMEzjI81Alv1B2YFntCjbCI8egvZAD1D2mi9uKI35Lgw41iAvw8JjB4OQIazLhSlnImr+edgzXN/jXVOhYB00SB+wNz+FJggBCELMsGRECddQxraXn0gwshsCQQwEb9/FiCgB0GTifa97S5K5lMYBm2SjT0XJRq3PHdzFTXQPdgYXK0MqIocq76H1zxjujiggeFWGh5aFWzV07DePdJ0G4GKwCWc3NDI8AhssqkVQHRXPLxQHs+hdiyQy0jy3XYdwc5KoBl/5IJhG7D4d4LR/5L6aBE372jop9szGLN28eHQvmvNL48QGU7PE7K61903vUEyG0SJDjERwlIyeuVsjDWe5+SeM59lTYjZSkMK8G200vTmRCq91b/dNEfcZMwZ7Pu+ZHe3Fh2G9YbEYKzLkA2c6YWEWKRbD6cTeIDEscyhsTH5oYqeIg8e6z/rSqPFgakyktDvS+MvATrnJ9z7KEyamkUA7LSPyj2U1AxI7Snt4GewYLi+bnykiRYI3M1mPdaf4++KCwUgyAybIbKy7+Y76+7FA/FkxOLOFaKY3SpqNw02AFxCNdgN0XEuuXFD4wyjfOKIHad9zy12G4Sh0Wyx2aBu+spEyCsEIrMjwpo54NSLK+yP65nwhrwQukr9JhJlwyxFUI90Lc1G9dgL6KjAz+VkED0sUJQHbP2n0AzLSSMot6KbjFQcV5jgP5nDOqorEQOAfmWuUpAaFJajbipkmG6duxheEGuA/F5m6LyoGJo8q3PgtE6JkDAxSORbBkK6LAKZIyf30wfBjSp4D7a5HRCG2mpows9gOpcnjvUNP6Oj+Q6Ms5qmPg8vInPZoFP5DcAZHzt/cy0bX1t7+RYmi5DoOrnnVidxo3DZ87T0X1WCCLhnpULL3sifgPQhei4jHV0TKYGlUtYig1hk0GrH9cKCrdjyyfBoRf7dIhyhRQyYODjiQc/jA/tfG8vh67KFyJMtwhzAiYrJI71xW8MNZLhtaJKW+A94ibUTRI+UQZWbRVUtX53dMTEa35Rf3G9vDDHbchXpXzdAz4lCSmTdGeOugmqUrf3Fnumn1DbKGYZABzTrMHqMShZ1CRSYe4GvD9xiAEvYG9KgcYEc7r+Gr46qRkUl4eWTx6lrJrpiCNE4mIUBGoz3DzcdMyY/xAEA8s40H9L6RHVj2jb5axlBhKQiBM7OdaIRHR4iPFYoCo9vQMDCK6EO0k2sMA4Nz86AylIi8vWEkA0bMpmpm2SKtgvcu2WB5Tg7U+6uCvWKchos03z3CdR/cODkPy/bf2/Bm/w0HEacbr7nmCCBPUoLxhpPAkruw68Juc4mAcfbAld8BInCdcc8zAQ9c+1MBBiPXFXZGcw0J/pw76whFlV3mQqQkoxpOIDA7x6HBD1zb7QJ24CCF5YHNgbMYUTK69rzRavxhhBi9qlujm4QQxZBY1x1XPS5yoAVsUMhhMW4OsQt8q9wDgMIYIHDItQAPKORoEogeGIKTYWJ4rucfOWrrnpr4myFsiQmCkNUcTiLs+EaZHzyOrZGrsfI1DSUM4hBZ4A39cUVS3IL46mqjn2T//Y68EVpAgJjBILc001M8CzrjLSXsvXjkCaPHf4hzfHbO5E3kw4EGg94xXYNVG4dZgIjEBtBcu5iJbozWlWXPiBxjEGcCAjnip9S77qCu74yl8eSXKBqb1Mx7YcKzXEbkfSkjeDsrx2AM4WbRVRjB0V0nvMCZtQglioa6EA53+xrrEascBcRRs4oCJRHSoPO6/0ycCB3SwM3H0ejJwM4y4CfF/VTDQCEKt2aM8vugIiEMmzFR3581ovFVRL5xolGa3lHYwOB9c81MJaJd9gf2KlgiElUDJ98LPwZFPJKACCQwIbCNuO0iIHmdxx8//tx5HIAUBa+RRpAlIhVARrQ3s52GEgao7wU7BXEy1Z1rmhGDmD2XvOZrFnAQ5UgQZdAunpGr4ebCXij87raMiMvKpJ6axQLvW+EHBmBQLy/suSXB88tBjWMjvDRMMUPBBrf1OlUsjnEAjgvE8W5MIUAgOm+i7Rs2kMsfK3rdALoWwjUaW131CxMjkMLUW5gMgNpQmLzW7HHMDKrBbr3CMSovxDagOQwi3mjvgvDSQDJkgxFFa0usIEkkkzAmMRfrKORXdkSNVmgzpCjvEkUeMBY0+A5ce2fSfVLC+G/YvQ0251HRMBI8r6aN3M9pUjL/VIvBFgEX/nkIrCFv0roe8I+SaPKF8diu0V0jymEqYSPObthI48DWniEGUQzEhLEqQ42yN/+m0OYh0JthG/4yvvIRjQOtASJVtdAY3H44mjuigrmTGQptJ0jC0CUBl1vir4FgRCyjF3jshcF0r72EYDi6Hsckgz3GuEM1WGw7zIxDAzMFiSF0EXW7goF2Rh0m4JGAXbsI+h8uPzp62cK50uiu55FijgQoJnu4s0OABCMiiQp5YA6NEwk+dGFXBXTnKOPYCEDmFBPjB4cWk93WUtQAKNjPWJ3IocmXXuADU/yraH+1Hcriz0zjGKthHH+JKrwECJoZ296vQyGhIoA60OO6Ox59RhIRcOyRk2k3uqh5Rl4QgZckUokILH4QLY7cuUSDmCaAwQ09vDtyp31jdsly5GM0UGCwqsFnAWYW10n2JIjDq6L453RqGA5H76EFbKs6Vw4IGwQ2ltiUCbLj+Ega3eKdX8TXBiaHA9I4MRA/5uGECIQEIoOqKo/TrhZc5sbJEEeiR7OFmfHY/kyj1Mp0c5oeexYbh6OiyIGgQMSDLoEwKuBxotLZ0hfNQBrqikf7OFGyv+fYFwyQHSY06OTYsmBhDGKwQcJfAp6uHu0ZAwMSRc7Rb+ft1UQwy7vcFLnztSVz2EuwUdrxHdjtm32J3FXZ++oj2Rvh+wp57P0BagKjNAwdIzX2kkAkMDd/juFLFIpENF/HIgd4mEWb0U0EsbGPhlEJoKEKxjqY7ULT8A6zYYpjHaFq0S8ZJrq/mwMCWYim4R5EpjsgjucZcfFG5MGevbGZAKNsjcg+bTzSF+swlD1X/aKXzGCmxNFHEcY/9mmcDCI1iRopMSEGFxGz6RDxdAA0LA95h8lICImIfA5GGCHBoCbetcbMNqS0+IghiWu0DYU+f/Pvwj2JiIhNdVhhHOZh0E1ahGFVdrXBWBTHAWJy4SPo5dgmIiKfmmE327rbPQAaBxwAc909RCWCmURG9UUct/EleyIB1RFH/BV3Lxwn/RmkUB1OHQ0KXqZ1Hhl7fvuIg2iZz3Hw5JDG+g3GGbapHgT2FDhgfagKsUoGA2Q/T0lkUBqCBAAySjRs0YvUhhGmsefUsY27kG+2U5zbdHtnNKDRYzCQ1HmB90VcdxPDR7ydeQhwxCymcEF5SGe3eBe7sxdwrrm3k0y+ssuxYMxe9bHx/MFknZZKlDsCo3XA4ng1r7cPJuVZ5GiwC5yMOidwewp/fz8YYnoYEeCt/vsDuAGwDJ5iZrBowNEQoMilPYpP8XYCzyht36WRnO1i0aDsfnZ1fM54awyhaS+U09hU3P4avkDDjb6wWreBUWhxAcMw2vp22uXPgbGYbjG+XLx3UXoypthFNkO6Pc6wb9l4SI9UYbpxBIx8i3hsgP/PHmzGeLmwBwDRZRg5Nd0CsWPvtUoZ5U93h2tpEldw87AYvM7zz+zWFidposli7wv3n1dcjybt1k7jZIXv7e40ID/4SKSmCktRHHACpRgTsMYJn1jU/Wd39jEOjF+tNd5So5lmXwUeLKbDq9ie8flqDwceGOXl8Z2l+trZTaOjJyYpDmPjxlujm8RfcZyMuKKMGzWikh7+jcFsR38l7cR/13Roh7Hxbw2RgRjI03UeH+UAR1+knrb3DBFfXZH2n/Gs6Vpm3d9nWJ+YOSU2y0Q6UpfxP/44ceDyylNoxLjBE3V/DS8iAxhNJjZs5Log+0e5GuA7RCDE6U++cegr1mugBZzlEu3Fk2uw20nRFSWvoLkHe88DooXZdune9h13zPFjPxTcePRO2D4KIxBZzfKQlRCVcj+1TRp8Zlj0CBrxLXuiBoMpg4z5iyiBkQZTJPNxuvf6LvFXbtYp/q431956C/ZKmoENxBTZABHMkp8r/VKUD/0lqF58qav/ahrMLt7BI1LsIK4anQWpiE4JTchEUOxZMpN5w7UMRwhvYo46SuytmZklUA93UP+6OHpjlJnUxGxv3gpjvDGQiCP+yIkGIuy5b3jZNTfaEddzvIGNQbNMLWAVHkWjwwhmOQ6lxJnJQTqMMGpzMQdzt2+MzYiXDTE1TuyHkXqOYkRQ7TTgMIQ8D6REBGViBhvUi1JjvI+7X6SlQamGC5FDlYWiNERSwq5AjYaJceDbu1LMPB+MNMzluWiHcEkZJGSczKcMKkemZy6eElFIwhGMb1LWqx9czZGHggGAwErXjmANzegmuAMOqERs6m0JcHWCmKEhtMWbei50jcaOw6w0jtzEyXMbHjg6DQaQ72oUIYbrRggkUjcygCjaZS26JjTSvUEA6Tay8p6muCTjYlqwASLvtHDztOE9TDqI4Y3lC0ZxaigMIzmIoZUDGcNS3ORpLObezT78JD7DtV6yOICv0fdn0eI2SgQxGoSGoG6WmKCW+cYIyYt4oT3AyzJMHWajlCnjlMoeRfyxCFf+NXzWua/LmFdlzv8I5GNWbR8Htwt7e7gWOH5YokxqUROKv8MjXLkrkFmAGoOIWEfbYZSYBsndFRvAZGASAaaqvpUEF0YEcbx1mPTgePGxUPbZkgPBgBzNKuHhHsR4T0pGENr/SyMeiBmYmJKOEWi4hi1n5W4MyV06GZqZZkrqfjv+G+gx1GQPk+EmkZm6lZuqp5MUTEcoKBCbeWe9t0vHDC2PJMbmh13zVZEdFOxm/shADNpf+JpAWNS+4URPOODNsDelhx5gdj2LPXgqBiqY90/R7iA3EcY3zHDLfK5dUxEe47F3A4jgd8XxODYeW9HI/OgCxa7dqhAj87QI0j6+2v0PEbwt4jiIR5vwTpEsfCUyzUjREZWcQcTi0+Mlsf/gLmqbh1MCYpTNDRPYJ0/vVhhOECLcNVnDwLt9ZfyLrv8YKhluX4FwXV4aruLsKbQTouhbuHKcK1jQTg2GyrPPCBlJ69gpMxkVingYmN3OUXXDIIx5JzdyBDNGsr5zDITOZYR9hmEcLxyQoa5x2dgU7Cwmcm1EgoiYGzLGz2BkrEMTcj+Mfwd4X8TeqHCTXdHYiNu19Y0YrUUeN3YpOXJ2cgXA12SsqSMBj+23wWH3FMkT2utWDMrJxKJOYmwHL6cxqrsTBYlKZkOmjTOWFP8MwKN+LAoIicZoPiiYYohvRFKfJB/ITFcTiumr+5AK0BBAh5Ord+pgx2UoRUJmI07cuDBF+PIGF6hadEFT9uEzg70adqeMtcbQginOavjSsLeyMQkRhcLL0SrmvHJfkZtfZjHrxH+b6eokGM06179Kf+lCO5YZRTeWIrTTYU/+G7shvMONGaOJxwMNk5l5KSDIwC6TDKIdCzi+d0xFuTWIK3bs48hotGsQUbQf7jyKCBD4GaJweDP4sNQB6XvEZBiFqGM7IR0ccP/m/Q/ZSz8WvPum19EoxFm+cT2MuGLxMOM0vaeozCR75Il4heup8P2lBvbSePZ9Qw0YQ9uViS282/OPaCe+7hx20hMv9uVIC4tZV+YtSte3HmjlBboYahryv/8bhnkGB9rhIBg07ZYF2KjWqklAsxcD/RAb/Ix+oNJtJB6fESX8K/3ZH9LcwHQo+CmOsgV/wVACbvYXN6d3InDuXGvY8554jLKGt//ZkG4sMDWGe4fkFisc8Syk4ev5IdqHbVhgiQ6GE9FUxz/uRNEFkhBqAcJeDx2qgQ039BchD3qDKg2VbBfNQvkdmeteL7DR+Wd7kNnPWZL4Pw7Xt+uwaNg46BgExddbjXjM5BqVeqJx6cUwZQtpJriZBsO0sQMUFugFIRsyciylz5Ezp0t8FahjCzjcECYVAVCauEQFZITxYeduwKH7+/Lf4iQzqUlka4S8E8BbwwJiGBoI0YQanx3UzZPNBE9IYUxpUFoYCUUbI7s+P5Z7Z0NefTaOYaFxOHiswjAZkpG9E67+tCe2OxDcvh6NCdNXryAKaAOxXz8QYhRfHQXjpYBxNYJ7hnlVICZU+crqWJadsV7X7fpx+8BduCTqWzo6SeMlaZSkbp4EnuFea890G255x0T/zWiuHnHJ9jx/IIxTpi+fb/x5fOEXABvLGHEcdsN34Gm5LyjCRW99fNB2f36LvpFxMAbwECXO38cTe/ai2PfMv2knKeOZr7zP/6IPHR/HigxGbAiQGpamNCKnXnMTQAlplJ4G0rnu4bKADigZRHs/WbAXqmk02EfgH9ZLA+Xj70aFLt7E95TCtvznVclj1zg86DtuIDMGidm4g8gzz7Eu+/97djcwN4qPNhY5ljDUxNG6fGu6ZMZqBhOXwbxyasA+DlthFJeGgNTSeIlBpeJVCCBBGmFnNJVhVIj8PAq5jp+cmw7+6HvKTDDyc/r+eELm+lgCxScQ++Erk77P1thBHFFgjvDhhCVGGCL2IGTzUfEx0OPT519//v6QZ0CJ9G//5t9yPsYyBkyM2WHj+8yiz2KkWQyYkXKkuAQg7yFyUJXx9008DotpYnbOS7QfOvI4qSQuGZnEuTt2rdnfJA6ue8JHqhQSgVMjDHl0rBfFiFi//Cv+INquR3XBCDAemSkNln5lUreMGxgJ3A4eo0wAxPwOzz7GbA1glAgGQ7ERr8wUysaJAKi45kI7yFxJtAchVXH2bAaYADYOs8PIlADThBt6SPv5qvBzqKXASyOntt4TyGRmflZkjwpX0jiIDcFnO/qFCz5abpAAwKwzxXznOFrGFFN+3eLN9hDr+5EiVYeJu13k4js7Cxi25L1M8JlKhEhlPEwaYWTxQasG8g6kBuAOZkbGLu/QyIqD+vh0BA1i7ONKI1QbDXuPtFq9J2Ec8g3jEqdSOtIBgikPFuvrl7wXUjn83yhCMo2wYAJNBL9lC/tfM0uxpV/UiJzvwWIi8GCdcYzRYoawKZD8D+KcYMxD1jhKbsCgggqDWhQhYkl9RsfoafUEM/KhFAbpjxTnbBgwU6KRC+L6v640+QczYBAQc1TFYpXjIFIATND2yB11CJpqiOSSzAhmmVhIMBgE4Ebtu+c3qMSgLCYyiaJpZLAuKo6Oez+EEt8QmYuEzE48XscpGuNW+tTgIVX656fHj58+ZDMivPn6q4eHT4LPTPzi/oUR55RAbFG1tOAYbKQApYeHt+vl/PXr31GirV2I2aTXtR7mOQfm3BKYQCJYDAoYzxfZBu92447DzArBLnox+bltR0XPFG4J8g5D+sXoBIo6A7N4ezYxq3EcFBmSBe1bOYzhy4Tuasm7AnhLzAkduxlhtPuHNuSPq3FKh1OAt8cw2ymDjvMIiJE913Dm2ObvqFGAtwH+aRBQ4yDwIaTvFuZjOa478KX64fVnZyNj2DNGqGLdp2hFpmeR4sXQO4wYEcTqL74lVLlhCcFrdYfja+rATHs9BJGaGQDieGVmmCiH1kKItmwAO6OP1CCYDUWThpppJHZDH/0ibl2PFA52RCPCGlEaeRUCMH1izBfDZMNyRsQI5BrwSoRQYPeQ6YWyyK2uyzecHZYwsgcGQLoPHflvHMrfBwP3/XE8lw853iKOuknzeJ7gj3bNYQwwwvVMhd1kqXvdErZnch7b/CEiI456xyDBHBVLn5e8Z2CB/P5GMb7m5o3GW+xtzikGto9YG5Q+LF1HROWRNtEuB9K+6L6LImaE5Ih5c29m/GDyMyjeue617viXFnq76ZCi/Se8v8hUW9/WRKVMkw3vN5Hn58+itaT87Te/A6X//M//9fz0y3GaXty9ub9//fqrr7/++q8oTY59tV1qvcz5Dnl+//7X//Jf/p8l9edvPp/PS+8bU1rWBya8ef1NTpFuwkZo919xl5RZ5uQHFK6HOK8kl9SvJg2KrjszRCChv7HEHgati+PY+2BWwPyei8FJvXvD2HnwzScCEAflkRFjAOiXXzowZnS6DSukNEalOB+UcEpP9lXjKpHrxZY2AIiuc1rVsJ/qjSxvR7r4omsKOcjO+LsUlRen/9cczUJ3c7qxh6Z4F3f6Ybfk9HKcHXOiclNVo+GDHD90A1ZR0N7V94Gtu2YRKtUIg5Fe7Ct8pWN0VX4RqXp8N7Pt/uz+5/9/s1GwAV4Y3Cr+dKxWcM+bXwENzDd5S5jMwL1Rm7UwavMq/663+VIM3Pft9kgZVR+6wVAdAjKxDsWBxn7pUGM1Nuhm/2xMlRmRJB7eX1K9lg7ALKbYACMymykHJt0EOTb2NCio5JBmELmOh1u/umMEY+DGuoKUG8yUGRbjHwLPEnmbjDGukpc/6jBaGrg+LGWvQ9y43k6Ydk4TTwjAE/txRp7Dd4dp6lVejkWOY63jFTDOqhBpUAcDUSLoPh8OxMR7l8TOx/wTRE2kPXx6+/7XH9+8eH13d58P0zTf03SiVN68+Vq0r4+fHj5/6l1Fam16OT+9ff/peMrffP7KrJqVVre1Le/e/7hcHl/evaac3/36y/n8kHn6/R++Z7Q5cRflnA+Hw/u3P+RgzWAi3MhYg+/Y4IoY2Bf+tu/YF17h6+UDZ688AoIwhZuJRxic0WKrEDARok8CuU1HfWNwmp29DCtXHnx/51026Pb+13AzA8IA9QZDxOMSYNdxHpH7KQ1vGd4epkzs95oE9O3/9gYLdrI7VgDYuzuMdDS9jmaAWFL1XigMPw2uc4OwUY21kU3EpugV5Wks5s2lYN6poNcnGU9LuyeNcofzU/6LN7LBDMcB9jCS+N2V0qlfCAgovLvZxmtipJlX9BygGT6jDHY6dj0JM4Lo9VWugzzcQklVMNKjG0a1E4b4vuj4IffzgJ6dpSZOLoEOAw+xIX5rI4NzMw7s9Uqdj0q+Yi88Lx357P7CNszS5RaHz2DXvg3sl6h7EZ3VzziS3+m+P70BRvtpfhtV0aHhiEq6SX9vs5ndj0eZy23vOnpisPJrMcPijWO9h0OFIe0zzmmvMQyqMYxJRgqVRt7gmkpY4BgVP2pTMdrAzFhhRqOJ2Btsx+F3HTZnZq1X5EScrp4PP0vGfk6stY1AUzl8evzwz7//h8dPv27nz8+vvrq7f/nyq29+89v/ntv6+OEtS3t5OD69+/XdD98fD3MHWdukt8enx8+flvXx3U8/fr9uJn1Vj22qU6GcWbv1Lp9WutTlbk6WLOWkRI8PT9qRjcj8xuww7XHRCI1Exsk4QHHKwul7nBCPQ3HO7QLRdguNLWPKYV4OCnFEZ7iZ0wPEPBbAOKYJujQSk10DduO6JAaR8o6IiI4H3VVgYozK0pcMiEcF38aRc4pAulMb7FVOGNltVwRANC6hI3/imzT7y1+DzfDgtoOlwojG6a/BaAYRiGEcTOT1HzODeRcfyY266pNQYow+RcUjsg8bnMs9Lxoq4Wp3AIDtC2t2rdmOa9fM6AaYwksHT4lzsRj/patDEthUGQBFCNjHg4Vrebw0pnGmgyCEdJtyQpGI4geJIgwO7siAGG4wyfY0K/CSDT4x34gpmYoPkB47fN0FX01v2I3zlGGuAVaxOxwTNxgkMU8DFGfAVPe7GgjRQOPQdw1AGH7gFsFjhwg+DY9Cko9WfJ/+7H+AgWvwJ9ZY7ICSyBvcap2OErPPHKKdxwQ4WnRzEo2hUxzF8RsLv16ye5ujeAQ3Ip/q5/MndweNfCAE35jRMyQjn53Y4340t12lUY1JvDfeRtFvH6iRSG3PNKDqDaBkYsymiUxB796//fD2D7/7q3/z4tVfISkZG9nT4+fn58d5mr9+893D5w9//NN//uqrbxLd/+v3v//+h/+cMbEsJM9Pz3e99/N5e/j8/v3Hn0tiVZzPZ1m250+dsyWm57r1JrOZrHWh9nypPC4+Y6beMU8JxmqScyo1SRWc0jyxMm+13uVDNlXEwCdP4enq9FejEEL0eqfAgBBeI83es7zwuWsVIyR4FwRoF8KjBOc15f0ICkYvTsxHAfy+1aufO0B4vdEvG9ixj6KMxGBvV98dCTtSWFQhHZU8v4iADrNxAAwjdSKKBwgEiWPHbtNh3HtO9N8QWGP+4g93EWOUQa7jRH3V0+4MFo/kH9sRgzQJoWk7haIgINeS+k6EA9NvWEkkdW7g494hxu4L0R4R6s6NbO2I450mGsGUd5q3Y5wFbxmTgkdSGKYytIxozgvUcZHDJ7QPY4tH8POaURC3scIWbzciI8IBI/+i2EcAcIWHxkoOdn/dKfOMOz55PBJGwLL97TAK9BzhaMy1H3sEwOIi9IDI4RnXT/Bd39Pn0bfg001QiMmbFG/SL47PsaExXEH61tJAMbA7xd8e6c9wizGQyQBnxmRX8MbtRwU9vhYaPCHwQqsO3X4EShouwBRUZfghQD7uVfZSNqICtq+yZ7c0BuOHq5qHyAigZmZgBnWp58vTYZrK4a722pt05f/6z3//4d2/tmX59rvnZTv/9jf/h9rw/U9/+Md/+vs5p99+99efPv/cl3cffzp+vGzLsprVtaVM/GydluXtx4/PS0tkVdYppVImM62LbaKvjqCSWu/LWilPE8QATmmr0lrPJefETUVVCXo8oCRZVll75wpmVmvJ6FBSZnLhA8zX6WY38613g9ztDXvC4w1q3uq7L++wth2fr25vorSPRtjzmbFJI7fdVXbfS+VxYCF8xlTD1uOXDkOItNL7ZAi3HJluUund6FPclQ0n6dezD+P5b9Le3bKi3Li/7O60uzfueHcDuze58Fg87K89foSufx5D08YyRpLJIInZL9ddGGh9/fX/l1J7LUWNmNXzAAMT+n6eGl+Ek9vdDLy4+nh0VNzQnC++ZxfdbsDLrn8nPsuAOES0l7MQP+vV0SHBxBc4+og/R+SYNyhPVzkgYCm2PXLrm0fcGx5jrLvZeLyxIS61j4Hl+0/FMQe3/C9Gjv7FUlyxdexRzIBBpEi4ijzuXzdMP1Yf4//3OC24Wns07xn57PnBiZyOq/qcTBBh1M+8wrMPvN833cYH/sUa3b4a++M47o5UySJL8rTeKamzI7IxhcPNJLtIYePraIy1wx4BjWAKqCEBvYmIiLaHzw9znn55/0tdH46Z/91//D9uW/vh+3/N84tf3v1aN/n+hz//8OO/ELafvv/26Vx//fixt7oyff74i0k7pH55WjTZTJjLvJqcl02FwdKkoouCRUiEGNakiVKZCkESldNhap2W1lKV+TARtIvkxHMptUtrbVVkoqmUMqVXL+62Jr3Wy6qcKCX6tF7yLRHiW2SMNSeK3gtvICOJhM9XTaOj9GpSrpOOi0tuPgcj5voOSswboUQht9CQEcPPQYoxjYDASAYbCdRVXuD9HKRrNoOD+DP6DWZXE7kiEgZ/GTB3DQM7Lwv4oHH0K5iN3ZjJILC7GOSfz2PC7v51w+8Io+5h1zK9/28Ma6F4kZ2aj3IiQWxMGMT1sfcH+G8h/nag0Q1OugoRIUIM5BNog5G4xIsdIXzQhuC68grjBAvyfyW57nCxpF/w6Likz+ADtkHE5G70BdLGUkRmA59mZMSEmEi0vzphdG7vBjYSnZBZbn858NwCZZyDYhZReNvW2A//GzEoeofsKI5B/fTQDRDtm34bWW/+BABUxzXJ8dAj9tjO1K5uNALbcCFHqxGnKSr1HMhMZPsYe9805p0bheYQe6ShXmIY3MDznS2Ywa/LUy/fgi0ODVwbXzA6FoL+I7pOvGMUMHCKY7JGgzOPAcBwQ/amSBrDcbzdVYfZqcGWbfvw4X2T7V//+T+z6tPlqW4P9wWpHKa77/7hH/5fX79+/eY0fdzK5fnzlLa6Xh4+PBildpHjdCisPaEpXTqpyiGl+4mKgicr03Re7Hw+T4W/ujs2IVSaUyHS1XJJVAjQVDcT0yllTd4flCeWl3fzlImZz6sBWZgNvDbrtScSgvUuCs4NOUGhOWQ2inuBzDQFZ03wGUvRR+Qpj6UxIBsRgihieWjUe0pqMKMUABd3p2FPypWuifOVJfHY9+AtgSqEfV6fGzdGpydRzPiOMm7aSYo/g9+xEEl0bJ1PU43H3D2Dr/xxPMGeZY6jX7bjBaIu5g88CuM7JI2WzkBPHkC8U+MrlFicSop5P54SEZGfkfXsab8rKP4c0ZlgdpW6xpe7WLxb8miHdaUCZqrM2UyhoeSN+8cNYIPfmODPvbd8e87gMBgK+O4nuGasEXL3YHCLceMsKoGMmNWMOKZ3e4/nbd+IGYAc0ZZYedQE96TodsH3pikICKCkVzceu2Dw/lC68rQdcQ1Qb4ojg8Xo/RhJtTeD78gYl3CSwif/mAX2AkRplwv9mBwRwj5vcqDoFIs4EfN/CSQ2mj9pz+hHyX4P6Ga7CAI4TJlrkvFJbl97Fh6a54BRb9d0VqQUqvuNFOiG4Hau6vqVh1W/RSlmfcBsNJXKIFtuKw7KGsN9x7eO8ZpCECNKnhV43CIy0VrXbXtWwXmpXIhL+vXth1///CNz//jx53ZZJs5Nni8z/a//2//S7LCcz8vlo0KhrSQ1SgZ+uqyUptqRdJtORLB1a72bGiyDLV0uzy/vUs7TunVBnhObovZOoHU7H6c0p2m5VEs0ZWa2wlQm7kyJaGvau2YzEjCmlDgZJiYRLEvPZKUkV2iqKBJPpajUjNFc4WONY18dbXmIpwMX4UK/X/czAg0TwUF3+Jgg0lfYaE23oMEgUrCCr9dXfClZjg32q3ZGFSKKBiPOElFo6aMqPToA/TGJqHvydQM9AWw0ngYYbasOW3RDPbzL2sH6tlXlC46HkXQNsju8YbDh6/cOcVNUmBm2NxgN/+GANwphEXvrzH6ydp+Dd5O2h5PdruHNkhqNFjQzU1VXV1VlTDsbKmHEo8jG/WVpkD5PXxDCGGxc24VB3+nKIW1AifnUlLiwMo7usUEZycwo8uSxRLciDPzE1wgzBpVRXw7wGiltRClfXglExe3oW/UGfBtK0943OHB6EOc9lI6cwXZMvVlVG/16o4tDY99HpcwneiGuEIPd2MD1FUfWEtDvRNGCtEfy4juo1zzcP92QTJHiqce0KhcqRjc0zBIRvPFmRNo94moc7rlZwZEODCM2NWVmv6ZoT2XN4BcmqlpiV+MFQ5IY9sZkft5YE1jBZkIAmbLL65QAZU69492HH6itqdy9/fDx3S//ovV5XfXz86Zk4Pzzh49o27d3s1Jf174pUiYxWDov28dE08eLGOTFIU2UardO2ZKpMWVaezsYJ4WINgVMu+mlJWlSmEtWmHWpRnM3la5ASnlCQqu16grOhDTDSiqeC3TtXUyU51xyoV6li065lISNrDWjTNOUyahSN6bElrI1kcy7sdKwkCBrZBSzECKfpBFvUiCuTzxR26eghx6YomXtVgLcMYqueASoakqJblQn8WO0vLvBztoUPnkHDkcjnwyTwkhJw6WZaSejcSTOM2hEirrP9vjC3+BYnQFRFYxTv5FQx31droW6XhZw7mYdYxiGcBA+CTEzqBIyI/s56zD0QRji7t1dQqFxidOeCtw8546z2JPlL6DAxjyBKy4MLcVGhXmEjSvJsL/goWO0sLeXXWuMAYsEJhbRHWppHLvZu1n3B7ZRotnj2q1lAKHc+Tm3CF5+d6uBYMnhk66xBCC/2DVWe9iuAT7g6WZaQuA4eWI8lon2LaPoJhmGZNhVnf8m04+E/oYMjt/tEcYL619EO0Tvw5hEbCG1DZbPITgBrvTSWIVRQ3aVjGjH5bHmwVbAGnfROC4Pq4y1DXD8ckeMaL/hzMYtPjRC7BiE5ITGCH7zxm4bUR/bN4CD+kRhgs0k3iBqorYsz58+fbosF0COh9MPb3/9/e//0bbPhmnbbLl8LBMentZLI1OdeWqkh0LrahW21D7nSaqmrqUAqsdjrsZLk3OttWc/k19SnqfSgeUi560eS3lxmLrBTA8TN+kCPrd2IJyOs7CIWRetSqpQ9K4msMNhPkyFWM36ht67lFRqr62ZaKmQkrIReq93h2PKppRaM2ZVEzIrUzb1qp6mxBkm2PnOkPDMXE+xiOYA4r4bEyMak9v1hnsOZrBTMQOIQ7ML0OhBkI1hNiazDEzcq95julU0OSPmxYVWzn7rvbtb4NEOMIOU/aUn0MhLHWG8mcHMx6jqXtG7got9+Pjzr7/+dH//5q/++r9LOUmPsYp+65mpEDMTmEhFm9QyTU4MRdw/rrMsiOn89PDTD//y6uU33337NzlPYuMOVjPPFklc0yQbB4UtwhZd+exN4Tv8RNWv+LxFUowW2cGzhgvR8B8vcN0KzZHRBv/a6eGAD7plxKDRGnYdrIMRTd23/dPSjvw0JOzwdw/mGr0KXlmNsbC7l7s0D3bk3I+ujvA2kCLeLEV3VzA2cjRzscg7pcxH3oV4oaFz2LhDYrzmvmQ3KcKOR6QK4jHq1/ajE0YBPQSkWNMgyzZ0rfFiNw/vOxsWTkTRwxBrNcoQsWRmlMdkg2tc8Y9xWup/MG7NikagyOWunbDYH+96u6qNeah7JKeRW5Be7yEK2HDj0a6Js1nCWCIiAquYMLIrS3Xb1u1c2/b+/buffvzxl7c/P54fvJv9sV7W88LGE/OpJE19vejSYChsQuinwplttQamudiUpZtwSr1ZXUC6JEpHTir2dGl3h3Is6TTlKdulNpW+ibXWpkRg7kbnhyUz0nS81GXdKncTtUWktv68iBmVorPZlIqZ1AomPcylSTOAyFJmFtJuCnEkOt1N98fSpT+utXczk66aOE0kEBEB1BIhM0RdYoFrIgBZXM2IxEQgYc1GUFNDIjUil/RSTFNABwGcSaP9RUHJi5dx454yFYucxbfDO+g9EVTl5NKTaWKDQupl3da19/r69bc5lyAGxABEe3adnRhIfkuYOHdMyUEnqAorLFGQX2fNxn6tE4pZJyYKJZaITNu6rqsa50QfPv78/sMvZTr1vj5+/vz+/Vvm9PL+K+aytae70+lwfKUmvW+F08fPv8ynN2Rc18fn82cw3d999eLF18f7u0QFisNhnkr58OFn5Pztm7+aSlZSIiak2lptdSop8Rzoz15ZAMgSk7T667sfTvPh9evfYFzRGLkosaq3CXX1m+53Ac2j0QBQNiIjVeyTTEZ12izOcfHAKx+nbWPA+IAC8x9RAhGTxghacKSorpPssGdGQsRR+o98d0xiNGDc4hO31nnx+Qv/d83amamXViiIcGDZNeMJhn9NUkFmAwVjegGYuxmZlyj9BK3zX7bRsMojJbDYhsEYxlcxIy7UGkQEgF1zoVAGGDCVuI/T2MhvxwDBks/Y9o0mhK6NYI2jnPAXv2Jcqcu9TONcCUIjEBIisLGJXwDi9b1BHYaYvQfmkXvxIE9+LxoxwKa2P4Cva9zT5QO8Wair4Ze3Pz18/Ok//Nv/sRxe9NhKFrXe6lSmZVvPy9Pbdz/9+MPvz5eHx+X54/uH9dy6WCdRJVHrvZMic8nFkOrLYzk3vsg2ZZsOPE0558SmAq1tOx5S5p4MiW0RtYxmmszbm/PdXO7nmUlMuxEZ82VrtSqDzNp0SGLTtsicufRKGYkg2rdVUpp66yqWMs2lTJkM3FvLTCWXKqhK1js6jLhV68qtW289JzrMttXVxX5mJEIuqXY5bz2BRYFOMGTjDLNEZqYxpwFE4+aPui5mPacp56MXLV1zGVu1n4FDNBnvB9fMwAkgdKntWbr11i6XZxCVeRbD/XE+He+JspdYnGxmxvPjxx9/+f3l8lwvWkW//favv3rzDVH//PCplIOptnY5vbj7+s3vDvM9CF26Xy4r4uqkqPbECRYTfup6Jktbq2UuIHz6+IsajofXr16+JELrTaFEvPX19//yny/L+e74Ipepbv2r178l2Pu3P3549+vPv/zYpf/mu98+PH5at/Wvf/tv7+7vL5fPHz/9ZKK1nomPL453JLXL1s3SdPrtX//d737736U8HQ53pExKifjt259fHl70NS31Qsyt1vdv//z4/PDdd9/97nf/vpTJALIE40TUW3v36dfn509Pzw/H6TiX0/H+Tg0+otcHFPgFuj7RdxcOrzpH6CPhjqM25MDKA4iuuudfUDZiN2GXgnzwLSKAkWfVNFLpa6aMCKEWbXI7b3WVWYP+OIvcG6miT9YpU8zBuaXe+2fQkIWuBHH/6qEGkA5CansoMkcdbwbwQuh+djaOurgENDhcqCWhKI1ZSXvdLFJ7IvKDrSBKZLKX5mIhvFLmU0IN7NhsY7glQGqegkRMiSzQboJNiKZxIiHC2vj8eA7fW0jU8Z0BxYJdw5vBGKwhT9noSRhSyKiEmqv2Qhi1TCbq0s1Q8kEgzLauy9Pz4x2miKFMW91++fGX2uq/fP+Pl8e3l+fz5bIadGvdjMo8t7UZJWaDdDMumYl40W5bTyU30a7atlqrlV5gFSaifSqcmJQ7JWayKbOoj6lOUCXoPGWxXqWfMqmSmuVCKU3QJCo5p5nzy8OLlO3z89kqTgc6zIUE29bmUnJKIpo5Z+JmogwAhbOCWtNthRY//WBdrXfeupREW5M2A4nX2lX7dKBjySXl8ybd2JBbq0yU46yvEcOvojUCkeJyeXr4/P7x4UOta56mN1999/qr7+bDHYyIk5mMrBBeAnILSZRi8D+g2lX1/PD+zz/+87JuZnZ5fgJpmuZSTt989df393et9Xk+vHz1VUp5XTeV/v33//j7P/7v2mvCzNMJaSqlaHv++3/8X2vTecpM7XT/+n/8T+Xbb0pK9PHtz0/PnyhDur55/U3r2+enhzevviWjMk2n492//v7vny7vUzr923/7Px2PL/74x3/+9Pz4n/7j//zi5Yt6OX/48Pbh4QNMe+9//NPvfZJiKank+5xzzsgpb7Wuy7n37d3bfn5+2FpvjVPKTPX9hz+b6mHKhLSkMiXMhZe6UC6sy8eff+ygv/rt37Zt/emnf17WTVOp58/atk2Wdb1o7/WynZfL+3f3Tw/vj/MLY37z1V+9fP3tPM+J0XV7+/EX54CX9fzh4V1tl6+//d393SsjSp5DKjQ8j+AUBwmjKytcZFyREJImUdxh8kXifwXWMAqLbHqXmj1xNzImv/zRbEgu7HqiK4tGMetL/ZZeHiBPwSXHcDS4cucU8Za2madGX9CukTVb/FWLZ77p1Q882occIIg8YejMfvvGYNpDL/Ifs6tsGv92XHjr14y76LTfVWPjFzFH94P3KFnM8/RTMxTna8ko7jTbdaFBTTzE7Y///6O3zONX2rtpnDUHhEY8CI1h8FeM9pJdU3IdmNVVDj8cth9EUBsqge96TE9TfXx8KDkb2edPb4/TfSrzx19/enx4/w9///Dy1ddd5On5YkA3ffvLz9t2WbfnibEs7flSmUvmaZoIpFOyQmZGTYlzKsTEfFlt6azPGydOnHsTIVBTMe29MWGeSm+qsDyZGhlKrXWRNfNUUp5ztoTzcp4I0KKayeiYEyjVDmqajOYkE7MmLjn3Zr2JFnDKzN3H4orJspl2pInNrIlrfCbSu9BTq4eJ5+Osa9/ESs4Ge77UrZESpPUXp6nkZArpqq6CWyXWUlKm6ETkCHl+Plbx8d3bn3/5Y92elvMzcfr17R9OL7/+9//h//TmxbdOWokAZACqfj0PyGzdngE6nO6fHj789Mufc8nb5fGnH//QO221w7RMdDoe2rL+4emybpfL+fnVq9fTdJimw/n5XOtSa314ukwTphRNRZflsj1/XM/PS5U6J+YO8A9/+qf3b3+8P718/+sPj08ft3bZar2/e8WZ3n38fDy8mDLuX7y8O50+vv9Ta5fD/OLDnDOX8/vvW18//fpf1k8/i4j05ccf/7iu55xSlc0M2nA8TBt9jhGNZGtrzCC0z58/JuPCeHr4Xi0zVNrqx8BEtnNFzdkag5C40/b807sfL9J++ulf2ECpb6tcur37+ZfDlClJSZZBtRksUV8+/PL3IrTUdrj7+u/+7j/9zW/+bp5PWZS7rJfnFxk//PEf3n18a6zeFFLbtlyeoW1t/eWbr1+9+LbkjF1OdS8FEHeC0qiNDFa3n4QN33c2ZTGOmQAwLIWKR5CYYRAayxXikHaOFx9t0c1nfo2g/9ROMgdRhlnyWyMCdm+SfdyC6g3C7H/kD7JzuXHybYfgcfW07YjsB014kEOAummKbjUMYTqeH2MJ9lT9Rpjfpx1dWf94I3FlZ9wA4kQwhogP/L1NJ9hcX/GO50B2IoqGsXEbk9NZAEghml8jjX/zGLDsHQhMBLu5MtCuPxJZpqq2y6VMJeWD3Wy/mmYqJjCy1i/rurbaPn56t65PIPr5x/9Cnebj1z/8+HtgzTl9ePeHp+flcRERbK2L4tVxfjGXpl2gacrMqdW6PncBg5BIVJMr1GpAb5lZFOetTcnujnOHdtOUlEzUiMAivSROXHIqaqxCc8qnFweQaeuEljiVhLtDuTtMW7W+tAk8TXlLthAen9u5VohCeT6WVGhbtT+vzAnMRuSyzdJqIp5QEpEYFDjMJJZKmkRURepWYVKYCiNlJp7Py1q7HEuRbr1h3bSrcc4TpKnMczEj+r/9X/8fNuI3D6x9fvj0x3/9p7cf323bo2zPtWtKZIzf/e2/+zd/9x/vTm8Oh/uUmIi7tsv5fH+4g+m7X/70z9//V1H99uvfPX/++e27X4TyVrenpwfrwkRIOEzl9cvJRN8/LkvVlJjBxkRqvXXOKacstU8nujuxSgJNjJxgZtuyrV6UmMuUueREJc/rtkJVTS51S1wyTw+XrUsrjCnPhzmn0hJZKeWulNNULtt2XroAl0W5lENJ58vlUrdp5kMpBXlCYZKnrTbVzMkvLDgcecrWO9T4kJCUiKZNu0KISMW0ySYkoFPhrfVTmb+5L0trH5fazI5zPpbCoKVr3fSpbgBPCXMiIJWJXhzokOl5q5et52n+6tWr333zG+L8dF4fz2epy6HkVdpzrZb47u7NlO+37cmwZk5rk5dvvvlP//5/fv3it5f18zy/PB5PaqKqtbdW1+en94fj3fH48nS8s5HKR68yGJ72qXHOYDAYxLBKBjEOMIkDOPuRZRkzGWCWblrkaGdaFJNTYDEIGF6sBgw+bcqn9ASB2xlZ4ENgrv/jDsm3vVxftLXGkMy9t8Eb0gZ/jc7n5PQ9Gmh1qL1RuLGQG644PoRil3sBkxhzqgPgKZ4DBkB8og2MVK9jceCJwN5fES8VvckxjwVCXnsLXcSiWO/6CVEMA4yQeDO9bMB7EHSDxSx2n4ZEiUjUjG1M+AKMoXQ+Pzx+fnd3Ok2nexgScSlzXbd3738koqfL0zQdL08fP3746XxZq9R1XaS11i7bIqrMJmnipjZBOGHV/HhubWuZmWF3xxmJz+vGsPvjoal1ofOyZk4pOV3macZlbSJ0OmQzO1+ktf7ilDIlIz6eCnFbN6tNM+uL43zIfJjz2vV86TPpfOTW0LXniVIiKB0zCueniz2dlxenOWUSJWa+qB1ybk2WrTFr7aZN0+TtNXzIKScstT9caiY+5FxNu8ip5OMRZMksG1trVnvtJm2DquSpCHBeVwadcj7MGYl774VKIhbb5syplKX13HuvbTOzXHLOiVMCrEk9b89P56fn54dj1uOUYHOV7eef/yDWfvP13x6nl4kz5wTG4/O5vnj19Pndf/2nv//+lx+6ttd3fyDB8/N5U1VT0c5EnHieJ1Xpdc3Aq5ypiyWSZgSo34utODAspW2rnVMybdJas8w0zzgmTpzUtHehRJnFWttqY0oEmnKZ5/myrJYUljfpS92ayp1Rh4ps0uva01Z1WbV2OS+i1u+Ph5RoPuTjRJl5udRzq2L0vMGAxBshCYTPfSry4u5gxmZWLIuKEYhS6wLlRNl6U8PZaOlWtV/qRc3Oa717cVIRBQM4ZLq/L2VDFRORZatGuRCJ2QSocc6HQun58fHHbUmil9ovBjZaCJZ4bZ0y6mWxRinbNE+dcF5Wa+sfIHN+9XT+/Oar77755q8NnKfjsm2PD78+fH4/z3ff/eZvj4e72vqr119N07wsz/Nh7q1//PTL+ekpUbp78eL1m29Pp68MXaXmVIg12qAjU88CAQR+ul0trhcMmegG+gYyUtSJrlrptSA+Ci3X7trRCg3bRYeo60fCPobNGRDdbRjfcpNuh3IaXbMDha49ACAbXQJ+Vt6P5LncG60FwbjHw+g+ZyBOx5jd9A7u6jOPz+Dbt79RPb64SsMzja1ezPQw3xGZoccw4UB6JZD5MbHRl6aqeycAByNOIDKIX2xvEBPZ1kvJOU3HxMlvTZXWiGgqJ1FZz4t0efvh/c//+L9v2/Pru1f3p1dPzw/v3/2p97V3H6XfzdYmstaWqKgQQGq81v71izkXPG16XluZ0a0ZGxUSMSJU7WZQoLVm2o1SE3RVZi7M84HNZC58yLOqnU5lq+10nB6W7XJZZip3h3lGJ7PjccYdi7XWW1POXVXQpb04zccpXdZFoDPzsRCA8/OmKsJ5PqX5kC6tS7N5yizCrC8OqaS0dV3WXptMSEYg60koT+UuZdyl2roZiFNX/bxtm3IhzSzzMZeSjLLPkTWylCBgswJFSQnG66JMjCzgloimPIFoSpw/vP/14fGx9Xo8He/uX50Ox6lMKR0Op1cvX9N8eNmXs9S12UqFT9Nv7qbfLJf64dd/XpYnToUTP53PlOe2Pn96+47RT1PWWrWZQpEkI2ewwVJKp8N8LGB0MjLtORmS3s+lVwURKANqvSls61UumY1qVwKf5vL8tOWUc0pq2LS+OoGKrVtbVyXW41Qyy4EqT2YQnsql0vPSq6Io3zHfHw5A7bJBy2mejwc7HahJz4SS7eWLY8m0rVUaP/W2CJZNjYi5mzSQ5WwE3pqBmqo2YgJl5tbl+VwJKYFy5tNxaq1NWVNS47yulg8p5bJtS5qoi7StvZiOB0tmYqpzLpfeaoUJt5QINpG12tbaPuV6AAns3MXLS0QZSLngUDDlbNZ6rVSyqF7Ozx9//dNlFRDOz+/e/vIvKU1luutdLsujSs95gizLWhX46pu//u67v3n8/Pnx6VNr/e27H7f6XFI+3d19881vX7381rQdT4dvvvk30+Gu91prvzsde926rNM0MxeCtm1lyikVG7hKUSXDDrT+v2PU9wDWq0YadyQMBHWX9LPEacdfuikV0RcYOk5jg27wa8etaz3HI8HQGTFo7UBGutUu44wWvpCh4Q1JBvJxi4TRmDHor3nbEnOMPL/2MthednPtbaA67aNketuYYNJVe8qu3XIQ89FpR+NDRQUKotFKaAbVdbt0k0Q8lYPP6FjWy88//cn69le//TfgfF4eodi2Zbk8T9NxqSKtAvrr+7f/8vv/Yrp+ezffHU4/fnx8uJyPJd9PR7XepGbOOTNAebLMDFCm1LZWtyURnfLEpUyFAJ5ZW5e1KmCcWExFBMzISZvV1uf5kJmYzAQ5UV/VQIcDk0pJdix0PN09zmQ1HecMWi/ndprp7u64tvR4Wc6qfS73L06c+lK3lKYyTevlcl5NujbprdLpeLg7UCIyRTcotKrUrpfWMumcZwFtYs24rlprJ8axpHXtL+bDNBebprq1WisRHeY5kXAiMd1q5ZSJkChrkt4VjER2dygmPoNCmU27bSZzSgnURLVpF8n/2//nfzlflm2rx9Pp7nSYMt+f7rZmnx8vHfn+7uW2rL98eNvV7l/cbdv73tWsrtuDSj2dppLS0+PzeRPrWpBOJTEZtEuyDN4qwD0xHaf5MOdDSfd3M1l7flw/nls3O85aDKJEiUqyzJQOZdt62xIhNdM88SHzoeChY922aZq6qcDm1g3oSgaWrlL6nG1dz71PiXnOXYWfxC5detOVsDWdJiFGXbVMMJLPj5duqSS6nynTQlYLp4n4OKc00WlC63i+6LNp7zqJzfMsPSWuNGVQ7lWgQpRLzlvta7dCxbrkRKxGZHNJx5yOcyGTxpOJVLOtkbU6l1JNmkpJfMxmxirU1YSawqTTWpU7rWzzPIGsWdOupsKUyUzUrCiZkJKoPi3blKeJ2lKbGtf2MJWcuUzpwQBjM+21Xd6/XS7LYoT3H3789Zfv67ZcLo8q1HrLzFRye64fdTk//tLa9uLlG+b5zavvlu1pXS8f37Z3b39U1N/9zX/4q+/+nUDO56epHO7vZvHEwyxxpnHiwHGJ91p3/KHfJZVi2m30eg79MG5z8eqXwI8sRdU0UGyUcry7Nhq/Bk5i1ANo/yj4+MRxFCq0UDKD3/JiCLXSlU+/EGhM57q2Y5sLEdlI1eHTaJ9gEA2qypQwOoB1v7saA0xD9tiDxrVSl9N8OX9+ePh0mE+q1nt79fqb6TADflEdiFW6btvWexXp23IxU6Zk0NPx/jAff/75T8/Pn47HuzIdpatBPz28//zpF5L69v3PHx6fL8vzaT6J1G15UNDSiI3mnJZ1kXYh60/n+rwtT5ctGeeErr1rFYh0tK6UKHM5LxcjVE2rqjTbzEx7TqVullNi00Q9sYlo4lkbERgMUQPzPM1QZeJCYCQms0TGhoSuBKRsfEhyfH369NANssHOChYcxEi55IOYlAOnpKfT4fz8XJ8XU942eb6Q6ycT0/1JXh6PTNNSFa03a5nkOB0+XpqBXh3ylKydbOuyXmopScRqFZ5KM+IuVeyybCLy4nR4cZi2ulXBunUo51L9vqEmokpZUs5IWY8Tg6yKFIYmXjfqi01JejIYepP888+/dOm9y3I5XybkZB8YIrRJWYV/Baxvl7V29TNej7+8/5UzMvOcSm3by9OpcD5NvNpa15Y0gY1NE9HEzIfC1AVydzjcz4kS5sxttefLshglRqLp0royn9KkIpetThOI7O4w5wRRK5xhIm2b53KY55l5ka0Jtm5rlXmeDzOgSJwgGyVI161yIiayOafWoWJn1Utbv36V70pZW5Wi27l/eFxQ5tNUuspTq2RyN2cT7pLnI5eDqdlUUrmkZSNpfV3bnEzZxMBW29pql/l0vJsmVeUCsNW2daCTvjjKi5I4W90ek6VTnrQkNAPp1vp5rcaZODGslLyJmeJQUgc1ARNOE1GmlBMYXeSr+7mrPm79PhdAuonCjvPk1YxvX3CiDO33ZV67bpv2LjAlbPNUpoSUFYD2lpESa+Jl+fSnS+ucSgKmYiVxhhRWkmeqK7b+uF3+tF1+me7X3vp6OV+W2p7naTpMx8P8aprmbVvqem7rwmXa1jOnNE3HMh1SmdhMtRMnv0pZTIgMlgAyEoOKmvWt10rEh+NdHHwf+TV2sGXab4vzUTbMcLHb9VYbxSMaJx3MT2uTz6P0BLuD3JVNoQTNZiAGZTMBe8cU2NgohWB5bVO7jsszEBMYapRg7HPPveYfQx6GKEFKBia/stGEOKmxz4BkyqG+3qiyqWQBns8Pz0+Py3Jp/Xw4Ho7znZFYzA2jdb18/+c/fPz4jlR7vVTZfMjNb37zu/sX3/348x+fHz6UdBTitda2LcvyyJDE/HD5obZWcnqw6FqfSia1RTrZdChEjN7QBFq15HSa02nOtTVGMh+arKyqnHInvmxSW5undJiTSBWSxFgbitJhyhNTSXquKgoQneY5ERtpU9k2WTfBwe5SyYnMLLNSUiLqIBJqEAgom+pq4Jwmgi7dDmvLiRIpk4r2x0tlPhJYDY9Lt25TyfPhmHOGNlVrmxpQUppTOgugLKK9MWfb+tI79w4RUuhhnkTJVFPJLaP3ppqMsgEiVNe+dmxSWzfmRN3EaN26kk45m0G6loKczEjQTVs0LIsaqZjmlJknzrVdQERMy7rUhXJmkJpIt6SUwHoodDqUbn5UVtBaqyIonXirUuuo+hIJ9HlZjehuzhPRWltHLzkxs2ydCs0Tk1TptWS6T6kkHBIp58w8p2QdFQaoSqeUjqWwJBED8XSaj0qf1l5VmfJUxAyQSRX3M0G1SVWV6TDd35mtLaVEib56OSXLvdZza+A0HzgnKmp50tN04JQs8elIprJWvqza1k6aAaVura2p8PFYTjO1PqOdqsj9XVYWg5DaKU2fn7bLUjMXEI5TnjK3unVoSTwlUunJ8pymZW3rVufDMZGdisyJlrUq9HAogDThrbWS0mGauvTeN4BLKYmV/dxG4jlNmRvMTnOqXbPmYmxVN9Gp8P0pJZD2rCJzLm3mh/MqsK4iXdRSkpSTFNLeqNbt/q7cHeZDQW0C0Fbrou2QU6KsrWbkO8pievn409vap6mw9C5Ytlo3+eMf/+nnt384ne6PmLa+rlpf3n1tyE+Xp5LTd9/87nd/8x8BbG25v3vtp6hb34go5cKcyRKxivXL+fHx4cPheFemkulguxK59wLEAbwEv4KL/PxVYJ8qxV0GUfZJMQLcB9QQU7SCRXUtqmLwnlMz1TicZuMSIx/COZSNODoRYznjfhEFEURkI80pjVFrRonihkp23h2HJ6RtS2sbpZR5NrOU6fH50+F4dEKfeDYDJ/rw4Zdff/3z+7c/X87PzHy6v3v37qfW5Hg4lmkysuVyvjw/vf3lp08P79tSt+08H3JOudblfD6D//D49KG31ay0rpdtAXpOKMQm2KQTFyXNRaRSV0raFVISSmrZbxDlfF7ksrRpKqr28bJptzeHg6B3dDPU1mt7PhzKNKV1E4OlRGpJ1NYGq6ZopAnoVaRKjLlI3EGsIr11U+aUppI4sUABzQzpAiWAMueSqPUmajlN0FqSHebSO62i9znfnWhKlNPh3PraJTEXmkqqhn4352minHnKp5zwdK6Gdn+cYep3WK1bX9e6sRaeSkk5sRFttW1NrWtOdJrSNB82qkaWJvSGddu6Jj9YnzO3rmpQMRgzuHUV2Uqm3rCCzaQ27p1LxlS4du2ivVVWm3LK85QM1MWYijbbqlFizrCuanZgvivcrC9VS0nzNLVGz0sHFRP0Zhd0YhNtJaW749y0LVvfCpCyMNbWL1KnxK0rp/51PppS20SUpmxT0UxmTJlVuxCKEfXeYWqUuhrDGsGgDE5Ex5J6o6U3o2pItVUzKtNBavv8vB6m/ArpMBkzunQ/kJYIeSLKpfYOmJLeHxKgByI6lm5yTGaMI+c5Ydl6N+REKpYpk3LbwKql0PGel1phNOc0z3lKhEVnpE+rSGuHme8PUzI7no6RIndZLusCSSk/XGoVzNVyTgyFQZS5pK130b42I6Op0No6SEumrfbnTacpTWYGSMfKykAWq62trU1pJs5dVDptaiK1d8klZQaTXFo/93aaDq8Oc2GkKWm3REakxKrVWhPV7TiV6ZB6F6ZSVYmkG9baVFDKBNFtq03lMPGcqYm2Rh8+L+XpMs/b/en0orzo2qnw24fPrVu3xlnb8u789L6rtV6/+uq7nO9Op5faZZ5LKiWXY07l8+OH093Ll/dv1uVz3Z6JvgtYHaf44tCsNRWkVECuWsY5USKLqZPaDYjhFHEDigOoF5P8FoNorlI1ImMzAUmc7PKLqeJ2m0FaDeM4mYUaG21rAFT0+enT0/lzSYdvv/mWGGaUuIiI9NqlT9OcUgbIpH/4+PO7X/+8refD4fjmzV9N84ttW//4/e+/+vr1ui7Leb2/fzHPs2r/+Zc/fXj/dlsXk40TLpfjxw+/zvPheHyZ8ySwutTW2sdPH5qsJEIw6ZZT2lo/ny9TptbbVpso9c7dJCfKE8OwdQGodxNp9ymRUVMYsUjLhvNZjxOXpPOcOJdUOHu3g2qDnZfaBM3UVCICQTJTRgZBO1S5C9et9iop0Wqckmk3s5RKJqiRUtJ5ymDipvOUp2wiklJmhqo2ZW1aMikJKAls6z1xImYxIVIQKZlxmgvPiVKahMigXVH7lhJyLjkzIK3Jsdxp09r6PJdlledWVZUTcsZUiNKklhOnCdLV5mmSbv4tXbRAcjKQ5kKVWYSaktZ+PEAJtXUbjYdO6s164qzGteo0F2buvZsZMTGoG5tCVbVpzgYx9K2tW+fEZgWiJSsnhutOSpyymKyXWgWFiAgpWS5kOnWDmJAxE03ZfvPmWBt1tYm5sWXqneQ4z9K0A3liVtn6WlW043R3mEzn0wFM29IvS/98WRNlJqgKkSWGAKdpMtNLbYzpyKlyf1q5tt675ZK37kdRZk1padIaWyolmwYQ95IyTBW0bQKjKZMInvtWRcEJG7PZYcZ3d7kd5q5sZmJKlgy01r51aibSa1VTq6UnCE/HbKzTxCemtfbE1HvfmhjjABCwNTl3TcxJrVqpBFO1taui5GzQDJTCUGapiaYuAiZiAamInJd2rukwp5JS7/a0Xo5TOnHZqorypbcnXedSMnFT27YuSofMibOYZcbdZIkkOjU7J1Izap3AlkrpTUXQtR8yMWkCHRNTovOyVaKKZv1MIGHc57moFILVttStp5wJd/OpEC39iS0lu3u+rKJLmYpKeuifnz59Tnlaq/z5T38o8/zyxd1pPiXMnFKeTrXL2h5+97v/YfrNf//89Lhu2zdfL+XuwEBXEelmRkbae5dtno6c8rh9I1pCEeUwqnV9fHwsJYtIyul4OJUyU8oAROunD29N8fr1t7kwgVPi4KQYFw3AVHribD4gKrHf++S3ZzJTNzXVZVtV+pxnv9JtW88qTYAffvz9h4/vpqmUUtq2Pp8/1Va/+/Zv/+Zv/ofT6dXT46d/+qf/94d3f+zbcjzdv3nz4etv/+5yWX7+6Ycffvx93TZmmkoqJYvWy/l8floS84u7KWeBLKbnTe3p6dfaVTpJR+sQ63PBXcnMtPXWa+udiJiyHacJxk3r4ZBEc++diVUhokyk0F4lWQKrSDelMqVDTiBrUNLMrSgwJZtynko52bwUebrUbV2Zcy6FiXLh3nVtmtDmuUBRKPOxJNoWkKqJGIFyKl0VsC7V73abueTsJ5q1ZE5ImQqzrG07Lx1g9Uk3LCLM1k1ta3y+XFrXnAqKLoymeVUR7gwmmgCISu21m0FTykREj8/PBaRqT7WKWYXlxK2KNprzYdnqua2Zi6H3riYEpXmaVPmyNaFesmbKjKy9Enuhsac0iZgoeu85gYhEvUeOtioEOx5YVNVIVJdaOe7X4WnOfrNHJuYCvTvmzOjGtSuAbMnPNedEVaw126puvXGZpsIpW7RQk1EC916tgudeZZ7p5Tyr0NJ77bU3S4WT9k0b9+my1Uw9TTzDhJjBeU6m9duXr9ukH7BuApXM2e6OZb08r8qHOX391R31zc4qnWqt93c5Z5xX3jrE1FRV5FB4KmqiQvmQy6GgWmXVpUOUj5lBosZNYJ1qT0wyTwcl1L416avhvqCAKNkEU1IFr1WZ6DRn9UkhprX13imBoL0bMwQMY1ImNTprJzHKc06sTKLdiHgqrC21XlJWcIWeuxyYWcGSVPQ4nYwhTTOQicAZcy4Jwphyntjefty2ZolKnpFg05SNTZQyZxODdGbikgi01Sba7/Kc57m2hSmr0FlaKlDh1oEkUyJmuyvl4dL6nF+cMqzWLlJNQXfHw5RxPm9rbTln7V0zFtG16/1xfjnzZFpUt7NZYqN+WT/1bseZ++ZHrPl+ppmsES/Lpr29v3w6HEpG2WqrgjRNc0lo9f3bHy9PD1WWXOzv/u5/mvPd8+PHj59/XpazdCXir7/5bX4z1bqamfY2HeYunbnklBOBLF3W7fd/+AdYL9M8T9Pp8OLNm+/u719xKu8//PL7f/kHqfLmzTen+xevXr+5O7yY5mNOCdqY8/ny9Oc//75vy+tXbwzcpU85M+fj6cXd3YvW6uPjRybTpu8+/lJlfXX/zeX8sczlcl4T4fH5/PHz2+fzIzOXZJmx9SbSnj7+8vHtz6cXXz8/P3x4+8OyXaBCl8uv9Ye379+et205n0W6aD+kWacksxbObD6arl9WnUqeWHNW6darSAMMiTMyU0VWJYM09GpV+taVKbVKYCVQTiknywCM+yZL1aUpkQCsRudNmGO8mbU2J9zPh9arqK1VW8fzejnO5ZvX9Op4nFOfSnp5n85r2zYrVI6Ue5azbGAqBTlNnv/jft5au6z1vKwEyjkxkppyopKnZVuT0mnKXam21numZAYBMjGVKbvUIyrjdAspcGlt6UkrkI0Y56q0bLCOlNjw6sTS2rJYE84mlCmnpIRLXY853d+9elzPpRTu6kMhNQFgcGYoODVRVS0llyNKxrphbZBuXUDWEqypJM7ZQFNhlIlpzkiUmVSk+2kUSmTEE6dD4q3LtjURNaUO9tHz3FFyMiAXJlE7TDyXAwTdqpqRpSrCTCmR9r6JNWk50cx0d+RUZd26GStRSVzKtDSdczHg0moVo8abKZXk0xSJqGRlW3srD5dHzjRNc+Z0qRcjvstpqwsjvXl5oJTefT7DME2HY3m5rFuZjKxOE31Fx/PSS+bjXYHR+UzPqzZJKaGyqUhKnLmIgVgpZyJ6PZ3KWleRueRkPRWy3s4XGOdpTkx0nLgzIxU1a1V9ZExK1FrryOoFCgbDGJjzVJCaGBI3x1tm6yhMBciMqWQVtU4gvp8PWm1TqW0TtZSJyDihEJipJKpdnhdpInPJp7t8mBOpecKSmKdDbkpTxpzpeEzig2UpAai9lwPfHUpfa1V6XI2AF0cQae19k3bI031KhFk6tq2vamA1UkJ6wdOBac50yplP9thk2WTinBMxm6pt21qoAOCUDOksekhEKa0mmeREnJib2UMVNbWktaJvreTjNPOBU8o8pS71GZ0KCJZa19XqaWqceK2N1sbC77Zl7X8snAyy1cvjw/vXL789Pz1//PhLr1UEeZ6en94uz397/+Kbzw+feu+H47xu6+n48uXLV8fjMafp7dsf3r39E+t2ON6ndJhL/vDuz3f3r1O+//Dh58+fftHWf/75X1PJL1/cvXr17dff/I2ZAHp/evPzrz/9/PP3ifXx82uk8vj4LieCGjG/ePVV6/rh/TuzreSybb22OqVC2MC2XCqDz2tfa1X0w5TnQhnkha/l/Lhc/mvXsm2t9UqQacpb3/qyCEGUErFCyQ+gQ0j8ZIe+eXFgMjXtsMXEuqqQKfnIa9PWBQZ08FPTZe29tWnKKSdVetpaE8nMiXTKDDXmlJiIMnM3M3BWETGrrSfCVBJEVay19ry0rSOnnnMmKsvazpfGwqr9MGdq07kKw2qr27YxBMYo1qSJWMmZxeY5lzkBNJUDg4m45MJkiXri8ukxi8icbC6YSm4bjlP2Q0AEPc1sxKpsph2NU2FwTnmWqqpccvKb6ImMO3NWQKULtumQDyq5Z0YqE3E2GB/K9PLuMJV0f/eKSv7w+enp6QwgpZnZDnNmsAhZT8c0GUlCjyKVGpS70VL7nBrArYETMXNrHcDLU7YxikcN56V20ZxSF5xXocynYz5MYlZqgyIp1Hrr2oiQM8yU2yZgnVMqCWpoHZlifntOfJiplFIyHzIKGeViIt0oA6dSDjlB+la3ReTl/WygR13evLg/5PnjxwdhO87l5TyVRCY1T6KQu+OcFQbqtVM5tK5k0vvWt5qLbls/P9tXL05vDqlrX58Xm3Lrlgl39xMgx7vT6wM+fV7Oixn3fDhKT0QoGVU6IBkgLix0P8/Z5zCC7g4l02TSaJ5z1qzKRlPKqSCRoRDAfkNDbeX5UrvfEswyT5mBtsm59qpyUcqsmUgNJR3mMptugg4TU+raUlIVmqby/NibqBqXkg2dE3Ni68o51y7ntTVV5sRExNi6LJfGhJd3OSUQaUmcIMcJOTMzz4WToalNjEMmnVjNcs6qPuuTiUCcam8rwSgRK5FCVcSMmdgnb9ClNekdIHFxreBYSmar62agp+eta2qaumginktmMGCLWV8lp6ygqZAYQIwCIAtTNfRac016yGRJVYykq2zat8rgfHfA69lq64TjuvbHZcmUcwZw/tPyz3+Q3zPY+ta7UJ7mmnt9WJ4+g6bPzw+imhOfTncv7r/913/dSim/+e5v3394e366HFhVLtrPJYtYO714c5xe9rZZX9a1PT1dxPpyfvz08eOffvgXIp0P093h28ulXZYzA+tiBvT2uUsT6b3V9OufiPK6iGhn5sKTWl1IM1PTqsKMpMaJyyHn40wE7V1VQaCLdoOI1q1Z6zInKsmqeC9PMUMXI0uJjYkSGB2XtW1dDnM6TlxyPpW81P7xacmgxDSVnIlBdtmkqnVBV9l6zynllAwwVfLDXmbEvAp67yXbXZ4TOFMXA0BzzpmpNmNCyUxkovS49OdFaqNcrKSeKKdUpNljr2AlaeezPF9aTllNfICbqpnIUqVQO065lLS1pYt1sZRzziy6mfUyTSXxUh8PM10u0nsq2U4TN+bC3EVrFQISGdiadi4MVpPOJhPLb16WS1Ex4pS3pcGSMBQ9Ec/zgRic+MVdIW6AdUGi0oSZE1nRjpRA6lGhq4HJRGAA5QShvrWUeimcU2lNzZASHaapU1rbU8opp7RtXa3XamY0lVyYAU05zfNkZoc5iVrvsi6bCB1LnjNzoW6aMxS8VmFOiRMzZbAprBv1pkKWkRKTN71IE0qcOc8kqpaTJRLpWSRu3trWJpdaU1p7v9TtMB2P5YDWX57K6cB1eTocFAbdlrXpBrl/ccoJrUlfLofD3UHpecO79cxod3eH4/FghHlKU8mJDKhb14+PT5zKXOaccX86ZqblvKrI6/vT/czPTxdJLNqlGYjPrXHCXIp0iNLTtnXyOxdsykm6EaxkKBnDMmclak1YkMi8Ap0VDdqUjVMXYZXMrBAl04Q0pxPlKSeGPq9tq/3uxLNP2GQjIWY2QMm6VoByZu/h3OqmIgrKOcHAdQMsc07JjnM2la3R89Jb13maqiAXOx2YDIn4xeEA46faAGPQMXHKPlMrTcVeGtZmXDgX8oYYVXuumpPdzXz3cqqCrdnW7bzWpwuWjTaTklJG6mpcVK2S8XHmwlirNUnLhmXrAjrOqTSUTClPRtJNe9dMrAZT45yOhU6FyBJpqn1bua+rzTwTZ+KNIVkpc3JoKVxoygoyZkplq702rlutXUB8mjOTXlpP2Y69qRxq/dhaXzf1/aqXy+Onp2VrXPjh88NWt3VZNFNSYsX5/JgLtda38mhGy3pZqtWunNK2SasLZWPWyzm9649dRMQISYWZ5cUdurRlU4BzqyUZGQFZFaA2TbZ1XjYR5ZRzKsQiRP2Q88wQM0tUmy5bE9UuYGYFmB3RtCuYCnrZapPWwcoJeaIOhvImtikrNJtOMxETa2Iq27YlyHEulPI0F4NNRXPOonLcjC1B9XmrTUnBoqqwKeM05ZpYVVTV1KbMYtbEMoFNpkwAM5BSUaPjfHxx59dz27JettoSU22tcKGURUSoz4fJFL135mR+GTespHQoGYlW0dp7HKUTUGZmZc5q9rTUy6JKTCltQmbWrYEykTVrSMzIzEllY1M2AriamRCZFrZDKmvrIpI5JaQmuooCZpw7rK09JySAEqvpIWdOVrfeNaU0dbHz5XmrLU9T69bVukjOmYlIAU5gM6TLor2vYMslibGRHCfOxFOy6T6Zza3TeW2biGyNTUrJ3uBMRIkURV8f70xRl+XyLHlKVJgzZWYCZ2JYZ+ac5lxY29phtFUSttPMx5kBvhBaN2mdzCwlTpQTrVuvlpQppc4Zy9KedTGiUnhKOD9dSNWSvrt0g2amJGZqTfG8bh8e28uX03cvTmyp1w5Wnng5t9Y1H/kEububNlOCvTrd1/P6aVlqRc7EWnOalmU5zi9Smbrotm1GDOZLlSa1V8J0+OrVYVmfmGl91iZClDhRZk5sUOvNYhycrJxKl3apDQoxFgOTMeuUuUw5EXJcmsD3pwOJNGmdMXOapzzn5H05taJV3bCWSclsyklBTW3plnKeCC8OMJqaWutYt/T03NduhzmJ6NJabXrIpdVmyl0U2XIiNtGuhY6p07I1JTai82U5Sz9McgBPE6s21gxhtZiXqmYdWjIXWEoZSGQKNVGbKJtpI+lIz88qZgphazC6O85vOM9Jk1qxZMSLbCp2ucjzal1NRUmyGiH345TvZt58BDOnqXDitC2bKnLieWICV9Xz2p9VSspdRbm+PE0vj8dlXZ43+Gh8ZE6cXh4LDql1rBVtlcxYty6qapAufbXWtuMRonbZWuFEiarVLhssNaEfz39UlXki1rI8NTFNqd9zTiRrfXpc+tI15VwydZFFjGCTpJTLVttWt5xTSdnUO6/QqogoLJuRQjc1BWrdzFQLklAT3gQT5aQkYpmIMqeczDrD7uaUmASybppRWheQlULEONeNmadEqo2IjJGZpokp2SatC8RMTbuo6NSaASq1HsiQchdrXUiZqJtpSXachFAKobcumrgmv+xjKpMqqmy6bgBvvZ+bZMYxp3mekiLBXp1ORvxwXkxlzuVQ0vGQjiXlXKrhE6RVaU2rttME0q5EhSlNtHaFaE6UUqJmhHIsOB7IiLeqVoqZmihTAijBTNsi0lSEWMQKc5OmggmJGWKaKHPi3vWyVRVAUYxkk5RIjVcBNZ1KAnOrUqiwn2LTVFtPJGVKxrmbQKV1VU2StrvTdJjmzKkwmti5Sq3CxPM8SbdCUqYk3Rqsm6Jp76ICgDgh5/K4dgBTzgC66USYik1TWprVtRlhmhMn9Fa3ZmIKMya7OxpxamJEGV1LAmdi0pzBpIUJqvmrU3q6dFNYM+39kFPhVIjvX6WXnR8f28OzrFUVPVE+ljRNuKyNKbEqlX4v6fNTvYjkLa2sfi2EqSgwHdKUyJqp0TRNrZeL2p2Vw/HUt8rzrLpO0r87HN+9u8CYLWsVSv0wl8OU+tm895CYRHq9rMfTvG2NmWHSujDnu7tjXeopTdtSJeGrlwfMWFt9tCaJC1FhLkRzIfMrbNRMVUGFspG+PE65HNbWq4gBcNmr21qtbSJmYJPe5qS9m/Qk1LD1YzmdDqVL/fR46WrNSkYpie4yKeSpQRQErr2trRKbEHJOdx31YKfj8c3doam8e3i+LJUMm0g3IaQCSom1a1V7Ove5lGWTLl2Jn5fGmVXQqSeddMusrCqto4u4iN6qFKJ5mqaS55y19vO2LSqFsDZdpDNnsbqJqZp0ZaIpC3e+u79btvVza+etP1c7r1hWU8M0MTM9XzYFc6a2VryYQVRr40S5gFib9bXidNA7Lqf59LRtz8v6vPQy67HQ1/fz16+ny1rPvYsQGTKYW+XUE09MM3GbT+WU07bVtUvrosogJSMR6X6HjgHCvZtos0Rk2TpKoZJNtG4QMXIF7dLFmAzWTC3BGNr1fNm21lPiu8MxmdYuIJtKZqKm1v6/NP3ZliNJsmUJ0sSDiABQNTP3GO7NzKrV//9J3WtlVlbciHAbVBWAiPBAQz+o5zveABEGE52zt7vr/BytACITIfBx2n42i1mLIBNgEHnlFOrHOYlgK5xYunWjIAJ1SyldtzqjrzklEJvhxN3NgMws3KcFoJRMSyYAOEcfGm5o4QhREp4TUkhTb60BsQX2YYqkosMtMIpgAQCaBvjRvKb87fXiEM/9OdUQuU3pU1NCoSQexDDCVsC15ET+umVgKoV02mdtDt0ooHAerffW1FE95oCcICeKz6JnmJkyMUAQRhIERJQgDCSYTGSIRAYTiRzB9U+2TwCrdWEG90LITMzMjO7GKOA4pwpyysyIn2GDzJ/QWDVHdQIGYeAwh2ChTPwZGxk6wLEkSiLhppM8GJ0XZoAws96VSWrGlCUQTKPP8DDHCPjTgcH4JzncHC0QiFvrc8SSxM3GjNfEOUdljJoIAsGTMCAqKAQjACF0VaIgZggCSkSM6GqGQSIMYcNUJI8LGLHfUg5L7DAGPPYeLN+unF6CErw/Yg7o3Zrwttp/bOyG7XQUcoSzyRE4xp+FHAgkRI+YHpapd50WdTq4pS2lzGO0ofPj8UyFX6+LBLyxvT3ebSYmKoUQ4n2+E3BdSpmd2TOlQsiI7TxrrZ9ZDhHO4kLBhNeXxQjafX+pGVi2pd7H9IAZ4Oqfz42BqSoE5pwZRVgRXacliJSAwI7p78P3jw4RLOKBNjwifn8tZYmYBhjfXq+FkWnettRe8v2YQpLCdMJdGYKnTSJmFqcAE/8/HfvAKIW2RTIFGrBFIS45iYCHumIhjoDp0c1PbetigmHgfQZJXrMUQQYgQAwaqkGogUD+GVcyDSRYsxTkHAMSBHAMGz4ppbVwCUTMhjRmjEOXlCrDcP/1PMBxRhzq3aJNA6FL5d9fN1BvbbQ5R3cqPGYwIwSYQe+TGdTVENWGR0KXgvTbbUM47+cZGt8udfQhnP7jt/XsPgf00yOMCAEciSgYwXMioISOydLR9WzDHR3kExKeWJgYwoPYgdU/pcdci5j6sD89rO4x3UMVAZZaK+A5R586FdQJEPucMDszlpIidCrspw2NxCg1r2sNMEmkM4YG9s+5Mqs6QghjkgBCD9apNh3dg9DcCWDYLNmYhWIKU0JIhFN1IkZQGChBH2Nb6OtFlip7g1/PtveJgcxECDjRdAgZAEybOeecExk31T6nGAmKDZxoyNYcH7tp6ZKCAZKE6jBjBkkgMQ0/AdDMgJSYasJEyGBttN4ssyT6bO+Em9kcHH69ZKmxn9Pdp8E8reuoCQN8KiZZwq11TVKEMBMlQnVorY/pQhQIJiOlREzEzERuYczqQAi1pJLznCNCzQKjlyQLIiAJIxJZCwg3oMo5Erdh51T49EHSn76ajFhrVvOmY0xzzwDIwgTohvveC2PJ7Ig2FRGI/FoDOQLcA6di7/i++1BPLEumqcOApgEzM8IYnTEkM2V2VyPiiJzYAviz+OyeiqyEEEGE7uaWmAkJ5jRVVw3yCHTCcIeproZyb2ORdFlozk7MKWczm+aPc7ysKXS059mOcGd1Nd65pq+87OfJiZacP1oHjgQgtYzep6mIEKGpmYGOYIJjTnRfEoWpNr3PySn3fniYSqos//nt5V/vd8RAojno7eM9bFzrBsDX6+KmAo5A65bDjMIiwt3nHBGAoKFugcDoCvsYpcrfvl30j8fRbAQiYjPNFGtJ5mEKHooRQD6m3dsRQrVwBp7T3JwAS03yf5KS102qCAIghyq0x0MZckLJ9cst50SPfe6dc5KAUJ3DLGeaOgJMOFkEIFjYpOCAo53KHM4fZx+mG/gaWQPM0MMJYzhMD0RKxkTg5r2PpRCZqiGmREzq45xjeBTJReTzq2UkYNKpM6KT9RjsnCJbgFsIWOLAVTzABRsACIkbREwNRzIISlQ4zJwSryUR6HTHBEkCcyJCVVUFFvmTHItcMqbkjNjmMHcmdB9JVOf5fA6i4/cvS6FRlkaUtnUjxP2cwyInWK7ohqpjOsS0ZASEa8qpsLZABAplIREENCJ4Wdc5fLhb0GynRUopoxsAmgeCEwIjhFFNiZjc7enTHN0pGExNBHJiIepttqbdCEkSU04pM0xzQiEGi8YC8skp8HAlCxByyVJBnnN2NQ0CJgYURIvUDVaKv9zWbvHo521btprb/QTXLJwSqfmS45qNEL6fY2rUVAgIIUQICZggnMIs5ZQTFaGlJhQRRol0POf9GI8xS8bLWi3o7PrjzYWDOUA4lFq3MQ1AtyUBBYEvlIVI3RBiaEyPrjF13gozy5izOSQWD2CPjCZrZge16HOYD6BUC2N3cCMJDGTyLZe1SE3kxEqk5uxwNO86+4keoNGFEBxmRO86kCzUzUXQVFUDGGtNJZUxZ3PrzVQxMIfDfppZvD1aa4MZSkksAAhZ5JI5MyWEkuou8ev9bMOvSxImta4QIoWFzUF9ttFrwSXz0ZuwXKqILI9Dh40xOBEtRJfL2szOrjp7gG9rSkw1USGqZTnNznMApQgzCxEZc/R5ZMZAtHBCciccY628FWkEqgqIJQlSzKHd3ILlx/v+7XW95RwAh/YL85eXjEAfx/j3H/el8Frr3qai5cVfv11fl5wAHaIPnYf/+JiPZ59GRG5gKXFY5JxL4ZqTBAHpsmHOlJkfz/MYLa+chkXnxzlwnk8AYPrr5RIwh5EBolM37jOOfc82b5daRO7Pk8ITsxogy7OfImNd1t9fr4/n8+PxBJbCRIBsnLEvmZ5tkIgg9jkNNcAIiCBNc+9qWbrBaeDulDIguPOaZM2EBIkxMQV6TsE41WgqHg0+zpbZE1jexlKW22WLaM+un7/jNlXdCWi3Tz/5pwMskBAREuOY05EEoxZJIEIUEK5mAGpeMtZMohSBHnPv4U4ObB7GOKc956wllQySimu4Rx8ODgg0I8ycEYS4K3ycxhGVUQERgpiZQAJmDzIogqePrjPnypI+gVeZURAT8kC30D6zGykGpyoJ0T2CbDoDT9UOzgpMJAgOcbrfz+d+9CT6es1/+bJ8f1eLT9mu/PvnIy/123WpmRzEUDHmz5//JOa//va6ruVs89ev3rs7QKIoFR2COMnnoiacMABGWN8E6rUO20YP1z9FaU+1MT1FHh7CEGCMLA7XLK2NczgFlwWFaQxsfbQ21VHYi3zu89kcQKObfrR2dsXAqR2Qq3yy0r27T3OLIA4mdrA2RkGUKhhhCo85W+sKMMYohGkNiHnZ8m3Jwp89aSVJnKWusXpcpIRFd2MikQCy57OZYQLs3s5DL5f6rZbrkvHTDkV5Mbhe+bKV40zf32ZrquYRKMyMBNAQA4GFsSSBCPM5RkQQFFxyCoiaGAK6QZHIVSjwcc5TzRySyCXzy5eXQ/XZd8JcsiSBlrV1YCIiNkMP6DqAmCIK4/qZiAB/3u15HI6ciCqzQzRtBJiYw+gMTwFMgugMmWnt1ocFBKnOPgyCJjE4qo4kqaN+lmnNoaZkGg87IFLN9XOMIMIOGBaSaZgzoYeqpWefpytzfP2yWeB56m3LiQgFHKAm+PZF5sBEMiMgaCl1n8OHmgGEi4+lJgoxjWe3s4/eZ1jUlHONnGhby9Fad0SnykwU4OSKGFZzXhdZKk23IUpt9unSpz/bWAQlg3ZkprWkRuPD58fRfz08AhzkellrhVtG8SAi4fT+x682ao8IZAdRG0yfPFab55mzrBUuCxjyy7Yy6TB9WS4KsdZ0vJ8eLpSe+1xS1tkZs2R/HntayvW6ZOU1lz7HGGbd+zzPvX98nJxzqUtJ2PusNdbiSM5IY2oEUpK1LoQJEETmUqSsshTfn7LvOJ0BANyIEIg8kBnXWoBQ/o9QhISJKBFnglrwHM9P4DERH+fe3CRJ64Py0htkpipyLRedZ2AAx1pSG06fgMJwYZk6I1CIC4MwZiBiEaTfLytwQmLwibggp0wOogYOAYysE0z9OGdTB1BJGZmHu6MxSREpjENNzScYEpnraDowzSptaDe8rVXNQMh8nGZF5BPNTALkoOqYswcyUGaSP+WSsGYW0ACgoK6OQRyC4CJSCts082gz+lAPFOIkE8T2I/az9zGWBZdNBGkRHH226SXx7LIf1s/3Ir7UclmKqvczdAztDRIUYgmkUGHKBWsSQshZIMwszj4Sgevz1IalbEi3UrTI89FNAQGSIELRGTG9bJ8BGhCWNfNlAcB5q/n1lcPhsdvj6MD5es01UyZIDIIQ/snJNnK7FAag/RzubvZ5xIoDzGZqKhJcRBCQ4JJlyXIOM8f9nD9+3h3Iw4/n+XqRUkoSwggI2wqwiINn0P/8fbtel/Nx2gwJDjB1Ow97HqeZE6BwEMXmZXZ76HPZ1rpQ7xMQrlkYdVniP2ppjdo52on3x0T5hDWrCCBGGBCQhwMgUSQp7mmOB6NvdZnmhJgkjaH76BqRU1prSQAERAE1yyKSPq0YQZ9Sn2kjgokLI6lpuLp7ECUsl7rtzdo0BFtzuq0LCZoXUzUPCBg6bUbNqZYVNI6jg0QiYWJV5cJMOD1ccasZgBHjfh7mTkTEYR4WMixYnUkY7OWSpiKYqU4KHGrnfrR8cObbymHwcX+cTVehjJBFukZvyjZersU42Yjh9NwVURYqRhLhwlaTANHj6AOEUAitZBHGwpyzX9f8uq3yl9uPe/vx6zCLlBIAfFaxmCMjiiRTjBg5YUosf3wfrWM02Coz89vHMaff9+cfPx73Dm06okmap/p//9sS6tP7PtSAU85d/culpIDHEW+PSCSZS7fWfT/26LOvmQ11X9PXlyqJBKzP2dC7KhW4Ltv9/myuE/H+89frazWfPklgSCYkv92qGtZcjsfjseupiF0v2g5EYgnw99jXWpa6/P7t63B7fd0uNdl0s7lWlFSA/HZJLyUfCzyO2caYGBrBwRYRASLIjIJhyAYBYMJepDLgcZ4zImEww2P/eBxPyvnLcqPMgaLgIwJnb4fO4ZKkpGyOUoEZhCJCAywnQUJVYxSMmNMoDNgLY6AbQIBhoLtyShEA4bWkksUtTJ0paEwLZAHtDoj4mUkPoAhBCAILUBv8aZQn2qdNi5KXWhY2RQQW7uN0jW6o5kKUIdInB26GuwUGQhytI8qSSk2CCEkyY3seo7eeE1Nmt8/NoNYapeQ+o49eNgbwOeb1t8uYhmECGGaMfH8cfRz9Nc3Oj33sbVw2CgAkZ4Zc+P5sH89nKnl2D8dtycFeK9YCSWT0cZ7HUH88ujB8+3IN92DsMRhhK7XK+rj3MfyTLKHuBuDuY3RhrjWPrjnhglzFUwSKeE19tDXhy4UBlAm2IgTUp502DPy6UkqCSOu29u7v91MNiQkIkTkjTGvneZSSx+jv5zFKUkDmOjXa8Fw4iwRGd6qcf/18T1mWVcxGgNuSeKkVYRHmlY7TZlebNofaJBtx9qbqKUnJ/OCOFsh2CeRCI+b+6I/jnoRZKNVUUy6rXNeC1NuYidmmA2OmBIFqjiRInAWYcZiGQ10KYSTGALLpOm1b1iQpQRCCBTxnm25LyUWgcLIwgElEgSgYbn9qdwj+HMIDYPhMgrdLzhVtjiK4bpA4kHJrOKYhUrRQNwt3iLrksx0SmBjV+6e44Xpdplo/5lIYAYgKIrSuORGAMUESToUBaJgG+bYkA1b1Y/R59v05zn2/Vnr5UoumY59BkVKNjD0cx+gBv46n9U6k11UnBddcilDQj4/zPqYgCAdIzMBP/0bJ5M4enhMVIiJ3NZtjSb5haM3gyIIWShHElIiaan/4OdV1rEsiRnn/OKe7WMwTA+LZ+uuXTUiO0T/2MJDrmi5LSQyZUyGx8HO0+/GklEBcp4OZmSUBm9rMuo6Uc6mRhXszNfxgg0e7lQQUM+Lj8QEuueZPTNkITUUoiVpg0FRHjIR8WTcvc8zxuB+/3sapcSgUD0ph5GrQmtmaCVltJ6bMOHvzRH0MCysMRbz3+Xwb3ScSccJLWQBoP3o4TIWAMB21AAuOHgiYK621oMdzn/dzOuFm0KlPty9fX2pKt0V0NgVAzogErnXjcss03NR2cOZPVRJERCps/gl64GFgagMAwwk5iQfGHAMC3OE5xtHGtQiJzGFCSADuKgy1ElEGp313YCZAsxjgACYihRgjyKmmsuRPTVCUnJb86fohQzM3QTKPxIQROAdCCHM3ZwKNOScw00SMcAFFAyHkQAFldAs3CHNwDLMws6VwODwej6MdSBksLiVfVu+KZwsEqFtxodLH89n60M8i9rAIzwSeE0aYMP7926tg1i73R+uqrTeIcakvDDT70Ol96K97f+wKAcd4I/Lf5Iu22bQVIkJaqxD6CK+F6pfy/uzt0Dlnwj+5qyLI/pkvlDAz92XLjDHGaQE5Jxzq6s+mbQ4KLylNGzljSsgiQctxfGbzY0ksQMPAMHzGebqpP/ZnEJZsOoOZv1zLbSXCGGauUyQdc+z3Uxhua02SELn3qTAZs3r8/HichwKymp19zG5uCBajjdnnPVNOMhQvG/vA3uKjNSIuhSXvL5dLIk5Vv7xKeO7D//ilNgVWZPbP6GuCMAXPhGQI0GZM95Q5zI/Wp9mWpCAE0YxwdUGQlBAg3CaoA4R/9scgnIXZw51hzbImwXBONAz37mDuQ11jmD3hrIlQuI2OQSmVkpOgILiinXNHDiKolZdaXmae05fMpwKHc2gtpVZa6vLrvlMCiVSYrtdkBucwIzAHs9gqp8v2P/91/np7EObh+PacLrwWn9MlYfJ5NIjwbdJyvbws9e70/Tm7PtdtaY9jYXl9+WKx/Trf2zEj46kqKIIpXD2C8E9jkKqr2WAwPffmnColCjViMQNJkhOrRe9+nodH1IRMxITyf//ny8fj+eN+HBh1ySOiD0DyAOTkSSAJYXjNnAhq5h/vj4/nfJ6+bSBEOocBRaAOP0Z/eam/v65blSThGo/o933EpCH0fRyXrbxsxbp+/2hFseE8pwHGtrEgnW2efS41D0aL8br1zCBRfvZj/bpViNrs+bZ/v49lyUsyDg4kTOnsR9PBKV2h/s//+vfUWUsG15fLlZmGTib2UABPTEw5mIIpQoB8aPRxtjlzSkWECUyn6vzxHM35WhMwnHMCeCVANw+ExEuphMCQdSiR1SV7TWdvCnOYF5JErGbqjq45l4j03J+BIPK5GFIjDIQg6x0+w96EUGtKTPs44pxV8pILEbCdgdi7lwwekegzr4FA4q4YiEgkOYgyRxYy86VWQOxthKMQWxCn7L2TT/Q4R8Nt2dYt+hhzunsAjIlClBkKhVDOiSCGsNWCNCWJMJhwUornMdqMs/eP/TTD8+dxWWTNvB/mlNzhHJOJXq+lLq/H6b3Fv7+/DzN0nu9tHr2f53rlv3y9vVyv+2nffzw/9tH0ZLY1E2BMt0fbb+t13gdyrFva93mcIRQ/7OOyZFjkCSfzMMeU8ivBZYtllfA49hGQmTEQgHUjDEAzHkgEROQFIAC7Qs21CDN5t3NvvU/PCPDnpNMlUyJ7WXjN6RjBEUUQA9SkDz/7EUGAMN0uKX+7bdP04zndO0ReVlmJf/w6DOC2lVOpJP6Pv7xeVwGLNmycI0hV59uzPXelCFczdUTMQiWTekyDmDim9fFYHyKcz9NAASTUQLy0M5TMIZz7VpKs9Brrr1/a+iwSTBjEEBhuEXPJSXvsbSDRDT692pMQ6TOjB8T86VrLRDR1htPwaHMCQBGcBv2zLI9ODIAx5lwKX2uOYPPz32O839sYnhivC3sWSLObzYmEkwA9ADjCbaox2MtKW1oo4FqzCU2zyi4V3eQzcHr002HExCRyqfmaizo6tDkaBcymu4bu534/dBrEmRLVst5uG5MuG42ub/ezq29L+tvXrUpk4ttliVjP8/F+t5KzBZx9RMStpH3SUPfpZhZu5i4cjJQz5JzmcJv4yXpSQx29q6VgIgWMbCgAqhbGJUvAXATRLIDlf/y+vQv8866n+3Vdbonu9+Nfhz46rWnJIk17J9iQza2NORp+HPOY2IdKSp8yD3PsBkB0u9WvSyGD+/1uhltaZeH7+TzJSeDj44hp7uQz9miZ0YIIvR1jrYUBIqx388Tk9v7rflvKQOzRqqTfX9brWv/4I/+/P/Zv15dx7kePeU7FR2ZUi9tSBbDUwk6tdZ2wn/c2xrJtL5dFmJFNBAmcE4ZTH07IRUopdVkgZQ/zMWJq1CRbRgZ82YqIhi1EDqAO2vpY64LTz9ZbexBzSQDzZC5LEqj87CAICYOInkdLHEmgt/M42zTKJUoCExQgjxAukYwRKRMzJaRMcgS6A7KcZzvmjhJ9xtkMgjwcSMwsMScUCJ8WgQyAfQ4KJGYCZw4icPHRzSNbeDgAEzq4zVLKshSWiW1CoBkyU2JKBJmRCYkQkM1IjQMCCT6v3UTGBIkRAHMqr1duQwFiqSi56ND90MfzdNPHPl6u9S+v1+0i/2x3xBSuACYSRvQ83cFeb7b3roGPfnSDnKXWrDo+nvvtWq/bspXyjuBjfHn97VK99wEeSSCXbGDDvEg65kwaGDpngeZl4dcrZkBCmO4RPs2YgAkZHZHUYx/jT1qhGSQaPq+3Ndfy/W13C0Ji58KYGDxUfSTOrwu5R5gfw7rSc29tNDdfSvrL68uaGdzC53WT19vyumUE21vnxMOUwb5dS8kE3lpnRkwlX2nNqaTq//jxMRpodzfHIGbMmXOilZPPmVJa1k1tDu2mIwBQcIK3Ns6JzPS6FmQycA7KJbYSy1/L8z4hQAQRPvs0pj4NLK8yjhDC0Z/XLdNWpnlKGD4ciYg/Qbp/iscRAIL/pPZRZkwsRCjMAM4pRURT5Wnhhsy5Jv84kESYSkkAcbR+TD8OV7W1ci7kQ0ENgAJdE+5nx/DXmzACSERAQpj0KYKgMKxpycKEBoRmzkRZQGacEc2tfZxjqOrnXRBvt0po326LuX7S/8uSN+Ra86ONvb3Vkm63Ion3nXzouq2U6B+/fjlSkrStaCPfj7G3blOzCIMYBFVOBJSlCi/iSyGg/BiTBkkkhrBw9zib6RgEUiulJIw852ALed9bhKMOJnp/HLBtfXow5xVvS1YdWWArOXM6T3/7+Z5yuVy2OO3ctY2ppgAYDq5zqXKrCea5Gzx0RBDI9BzW0Ftct+WY7ddhc04FQISUZU05CwBYklRz8fAxMcw5pXOAgm3X7evt2/vPj+99xhddsvz925evl8u//zifewcEkcoMSH62Qw1/+/1lyy/oMNz/8c8/HqeT+dvHMcd4fd0IsZQ0ExznsEAbmhLbQGeEaBDGEVxSScs5LLnbfG/nCBcQGnPmgoUFzMO8ymKpzTE4ZVU8W0/V2/A+5sCgZWFiAJOc3edtK0NjTDQIhMnCxGTD1Y3IE6HQZ0bPxlQmrqUKS4vep4qIRSACMyKR+pyfeWgwCz5Oc9fEgoAP9HubWfALtsSQmKRImwM+uflmEBwRS0rsIYBfrtvbY+ytuToAZMal8JKDkzhMw3AER0cGQEAhowhXSTwnIPC6pJwsUUhyRj5Vv//cP+6PnEQS7U1n95R4qq2rENl1XZaSTCe4XLZsE9+ez9u2lOpG8XLNFPj+FsfhOWl2+jifc8Zl3QQxZdpKDUNOwuLTOiJPg2NMMhU2Fr7lulSKrc6Tz24O6BM+zU4IIYSADvaJ3LaETGgf99ORwrF3FQZOCA465wT6rLepe06UmTCgW9xbv3/0djbzCSCgfjANore9TdD/8ddtIStkJELMw5ubv17XL6+XaWO0Q81TJgGg4MR1kfjvv9/+8kK/3h4/Px4IqVZZr6kmIYB5Uj+HEEjKfqpOZcJUFlMzUxZkQQdXC0SaE7KQEO69nadhUGIvAgoW2FIiCMiZXoQgsDcjtiULzZmSZi571z4ckQk4xkAJ5E9n4qdsRxPny7IgORD0oc/jGOYI8OvZdAYlibDrpY6hmW29LhH49uM8u6l5zfLttpaMvXUSD6ShMwLPEUmg9UHoiAQkAMCEx4TRRyYAwCoYwDbDKEisoGz52sYBYNNg9CipQhIkJSFm+OPjrl3NPBC/XJfbIqnkjwOej50naoOlyOvt1s+TGVKmba0B5IahEEhZ8Mu1MpGrObiaBxlAlJQXppeFLmvuxqnT0b2dBuqB8ef2PwkSO33yPoFEAEAgTGpeb/J8zp8/779+tS9f1v/861YSSeI5RTBhhM6uhs8GPmxh8eN0Z3MwBzf9LHHPw/+ff/z6spZlkctaL0v1pt/fuwWZRTzOImnv3SCYMNe0bCkJfrnV2e3t7ZlTzcSBysQGEbk4GofnRFFSU/rjMb4uRWD++hhUJW+WSxW037+8qo3WOyOH2uHHmuutSLtceoPWoquG+/3jXFd2tWliYSiCBqo2p58jWDQnd5iBbcnkEeG2Ljk7mVtrYwxPWZA4SHQCoyHCVnOVPNUJKQzIYcsJKLIQuK1FItwN6yp/+4ozbEw3RUmsxs/78+wNmTYmYcBCMzs7iCQCn9oJEVDGDIgQwm3NKdHU2bqNqW3Y/ehTmVAYes2cOCVKMe08NRI5WhIWcoBIWfZd7/c9sYBHO08AXhdMaV4vNJo1NXX0QHMY8xAmIFCb0/3T5wyGGuhuGKCG4Z9WrE/TC7YJz2YaTiIAWCRdLolXnKNtSy0V4rJc1lVHky1v27V3//U4HIdAetkuz/3jcT9vK79eUi7Jw8zNQaikto857nWRdUl1WZ97a31slyVJen8853QI1AA6LItvn/xmhWefj1NVwwCEgxGyIJETpCWL+6gMItBnqOp5xlQUSZXg2cazaSOqhQPBA557Y0YCHw77McysJPRgD2SGYX0f8Tj3b1+3Umh6PE7FGIAo4DWD6fj149cEriVtNaGEm4LjGI08ft/qXOn1Jd8+6lS81XK9CCc6j/27jvthPA5hWGuimhGFyvI8RoxG5GDDcEJJpVbhVIo8j/bHj4/HGWvariUDs7kGBFrM3s/zBAZElixAPmdnCtWRWBCgtaOUUpbl4/30EWlJGIGOGoYM5NrHWRcKjCCY5s+j17qcfTweZymyLHzbsm/S+97GcfYIwJplEf9yzd9eMgBYJZvKkh772fuwsC528MiCETHda0lz2o+3dgwdauBRMgDDnPayrlulmhIDXTJfF7ltZX92Hf48oyR5vZS8pn/9vN/PAQYlCVq4+cdj79Or1JwYgPo5CYFSHOOQYUvOUvnsOHpQ0hvBtixINOYQorNNwPGShDOHTlefChHMCATuNggQwt30E61IAESIwBkJI4hYakkQfFnnmP6yLTMoAo+jW4Y1KlhIjiWljzH6jKFxnO192n4ORwYI5HB3DCJMAd4mvu19mF6utSToTo6MqJx4WIwxAwIQzOF62XIa2yq3VU70N4F9nKvIZVsCSGnWTRKwM1Libc3HPkpejmFzqJT1smQCGg4WTuTsutR0u14x/MevX3fYMfDf3x/74YAEgcI4PQLkefh0ReZEEOjTnCimTokQoR9vx96ARL9dbkLR1Wvhfu46PVGdp1o2xYgQtfAADTvNmk5HWDElhJQSSjyO7hCMRAT96HvIUgl1FJIo8mj97cM+9uhqAAaFL0uxEffnmUW+XqK7TUBGzMyHGpEUjgxQWVZh0PG8D6T89bKerbUZS62/XYqO5hDT0CLC0RE1QP+EaRIHRQShn7MDizY4xzl0EnMSfI6wORI6mngmysgCyMrGR7ehA5ECCTFqpsTSY5phFmF2HbG36UBfLisG9D4D7fcvr9cNjxNVoSDnlKZ3wHlZymVlp5h31xE/30dNSfscDQpKzWTTzQ2ISyZhPNtcawX09+O5pQCHLImJxpj33bt7pUiY7s+z2/wdbxkAiA19n2NMnNOF8HNtkAuMcTjHtkTN6OGXLU91psSQ55wesSyXYCWwDGiggZGWGkwAtiAVSD/a+2eFljEy07ou5l4S/P336+2S1iRBPMZ59v44RxZ5jjm6GmAd6Xm4ZLwsNRO/P3cwTbmOOab6rX7yP5BoIPC65t//ut5eN+167sdac85VNboNi6mgpv5Scyk4zeZ+vyzbY89vH13VwePxfIJmgq3raTYS1XsbffbrtqgPItghrsul1ATETsaZqgHBZErrltoYgKEzILyZPp/Nx9wW/vKyCJMqkqR1EWIXQ2FMiFW8lAlJKKUxQVJcCffD2oB9Hwy21LTVBCU7AQ/EDikwAbpGEKuBuyupegTGnK5muaThio6m9PE8VZm2KDldMmXiIf6a8zEwHbwlXiuywF9er2F0vN9fLuWc8/15qHrKUgSvy8IpfX88CPy2Lcjijo+jVXMNypWzeiYqhXrvW4rrmh6Vf/xUVOYExxyhiGS5MDrq0ABDEg6uzJIQPxe/HYTY0S08IGRqDOspy9++3L7b+/vh/Ui/Whj1dfUsiNDWVM4+7qedPeYwnWZAYeFhjJBzhk8uBQYAOsBxGmf7cq3q0ylACA2FqE0LBCb/8mX7tkliMLPjOEDSf/ztrx/P/efbr0uR61UgOAWuuYqEGZSQgXG/99FjBpbR1MzGmGrr5TpHJE6EMfVk5Muyqvr3XzsAlYVzqaDqEY6BTDUVO/t5NEtpXZeMc/T7ZU378/x5BMoqSXsfU5WzfEZQN6zTDw1H8j5sgF3WYkfTiLSkdo4xDRmBRBjHbOeurcO2VTQNpql+3/dpyTwArdR1XRbV9uPXsw3cFl6X8nItRPg41HwGQQ8LNIEkxJU5yDICAur0taRLobmYiLys6azxPC1lFvJU5ZPtKoQRFgjT3NRTYoBQHeCunvu0ykmHHaaP1gFp9rFPT4kF0T26uTvnhGXhNTMT9skK3nsgIAEl4ZzpUzOFYU/V8zz2phA+htWUv9wqmKEnH96aS2LVzuyXtbx+2YDjlcle1h/39tzbuz1EqGQ5h55jRPi2LMNmFFCNACil1AyzWddxqaup3+8nMV5vGQ9fKHtoElpLSjn3hsd+7O2suVThkYKIbfYkmVDPcU+VELirE0hKctsWNR39ROA+w0gvlYukvQ0hYWGdThQp5/M8zjFOdYBITImDIvCTtbos3eJsZwZhSZnhhBjTwKHm/PX3W5Cr+WPfe1PAMuduoZecGWnvx6+3e8ny5fUFMKZ27Z5LvW7lWrF3ZtLrtix5vT/6vj+vma+F+wgLNyAWmmO04wSeRgTCevS9zc8UQi4cBI/ztBjIHI6qhgBj6iJ9XQmZunYzJGZXf+zn42xtmk7U0S5rlpLH2UebVW73t8EcnzHsx7EXTmpBSO4KgSJ5OB57TySrSJBbwak+3PfuhF4YsuSAYPZSmC2EUIeqhkUI0TAHoktKfMWhwAJIac7o5HOampzTHcaSiluAzURwWxcRmXOMMWn6Zbk9F3u8vbep08KbLkvllBz0/ex2nBCQmHqbOVFd6+12OY5OwW8f576fW5WlDh3julXjev8Y+xkF5woRFpwzgUREwCw5RMQ83CJRCY1mcbQe5hnpDtpVXUMaDmfIzONsz6ZtorCBO6AAilno9H0/x5xIdNnW9/ERCCQyRydCCMeY12UTiGPM4cpSffjPtwNthLsptKEUWLOAzNb1upavv20Jo+/j7egi2MzX3L58vf6lfqsiNRkZ2tBzd0AjSsxp6Dkd1alP1+nn/SzCRFiS7ft5qZJT8k6OMJoTwreXUgt8fztdY62JU1JyiFCbr9c1cbMAiIE41yWzEG/bDWQRZIT/+nUYeFc9jz7PVISY+Dz32+utt+FuWw0zDQLk5OSX69LG0DAM1PDjHIwlEZr5aAoAxGBhxzmmahnz9eX620u9f/Q04mVNt00Ke2ZZL7kPc9BDgRKEKzolYmBkCDWf5g4zJ3l5YbAA1y1nATfQ1nugZ5Glrm7+aD2IdBohoFAiySkhamuqHklMh749jmZqZqaGkgDMclJUdMcqTFSYhYAqwZoMrHdwcxFCAUbqPR73szV9tvk8egQsawYzQXCfx4Q05Byx9/n5mr9diqQwx5IiCxTy1k4LJMlC0dtIpai6qxaxWtP90Z/HGcRDzxosAkkYyKfZ0WYtAh46tAGqjywuVEJHyrlaAFOYewBQRUBTFyYISukKAFP1PgZFcCh/xbyIpWDmdSvdXNxd54cdiQWJ9nN/3BsQcJbjDFUDDDcHJsox9iM8ai2Zk2G00MSxVNnyoqvMs5E5aV8q4yI5LRGgijoolLsH6hgDJK3m9vE4N1MiHTPUB6GgOwC+3C7g9DjO8xzs9m0t28ptyvt9YMIgUOVANLcxda2ZA3MqZzu7n9ZDMl3WtQAhEwCKpGWpMVWS5FSR0CmO3h77/niOOT93uDxnMKEU+63Qf/zltjc9DwWnDCiZQhDRc8bs5Mm2ddlqNqOPj2aDROh5KCdEgCykFmebhYCuEG7IeL0sLXqhelny42iPfQSGw/xTiQqI4QkcnSGgiBARIo5pH86JZ/3roj5Vw5qep78/z3BnRDBNyXtALsvRVWeQRnY89nN+ytAE/tvfv5RKNrzP6B+PdcuAQEgv1w2AxjxTmAib4fujtXOWTCSAANuySE5GMHUExbqyG3T7BCmHdr9/dA8TYUEWB4XIQrJtkkEq5xNh+RjMLCToA4S+vqyhOnsyJESl0NG7lvgwMwBiXGouCTPES00CsC3l/TjacUZQED6PmZkYMWUmwduW/p6WxxFIMJ7HTvJx72+nAkQpayDIfm6VzuduRUpKKIjMP74fKQViH95ZUk0sp40O4KBq62WpRQhMVX06Y8JEajZHWyqu2b7e+Jgx1fbeKFGq5f258ytcq7w/HkAMEUO99bldy2XL4nA8+uiH1DUMyfHH+y4V//Ll9jXz8zx7m4Iwew+GMXqehOERI8BUg5Hv+x5O66WIuJl5WElpvRTEcAUENrWp7Zq2v/9WX8OWlCkiASI4kJVizc2DRvdShNlNxxxOOSGnMa2dtgRkIQh3JHcvlZB4RLTRfQ6RFIGKOKedbeRSxUlmQGC4M6XERBDDwAxe1qupHlMDgsgJsHCSjAwU5taVMAn5jDGV1cFs5pKRaE77r3/fv/88+rAIKIl+f73mBHuIJN4u8nqtJSFTrVWOoxunrVY1fXvfv6wJwH/eH32qBmGYhqkZSUpEdVuWmkTS4xjPHiycuq2Vs6R1KeHgaGWpAngcNk5o1uoiSdim7c9DYwcEYSKhqa42IKAmMB8MLFj7nGGR0ypM4iDMiOFgHlAgvRQJsDbG15fFwVOWOas7jj6OvZ27obuBE4k66Ah1wwjHvt2Sc/51dAJ9BQBmYgFB4+ihMRRspFKRZD+frcdzbwzIPLsGs0ybbSgSMMV5mOMEqMLhM0ri+96+//ogpzXJeTaIgPC1pLLWYdrOaQBjKnw2oxbhsOtySSkQVRJvOYfNcw5HQWbVWRMZ2n1/1CyUUhZIwimXdg4CBlV0I+D9OQsfL7daa36e/fSZqBBCRVhfX4TApu8de7PMo9RlKVhSbV0/jkbMQqhTPwUdxAwIzGjhRAIR6NDOjpEIeW+7oc2pwpIJEpM5xrBcMiMBGmYa4UX4upRMMgxP63u3Pz721sx1ZhEhGnqf5okIhMx8GJz3A9GXzNftgj7brnOIRaTk65IReVlI1Rgiv6SjgzCyIUVSpTVHzpgoCgEidJvHeXrMWpMQukYAE7NUSAu9kpwtkMiGFcckmYkFYuYkRTin9J9/u9zvwxxYcoSv5GUtXuA5jqUQYX7uUfONpJ2nn+BL5b++rDUCArq2L8sFIT8ouGQL25YsALXQx3F250tNC4Si/nr2e0AR0mkYBIiXJeUaFDPFako9PCISQimwXjNJWkvZRj51lrQcQk+cFkQUa0ECTciJpI8B5KSSEwIIBArZ//Ufv92fdG/nOX1MO48xhs/p1yRV0nS734+jnblU1SnEguEMv/2+XUqd3fqAZc2lMjMoAXHUNS8puRmQIyo45pwYsEjKWTCMASAhshFyWeu6JgQI/CTKzkQCIog4fEieK3KMpgaY06ePNBOKMsRER0RP4hEAAFkCbEgtZ9PZO5gUopT8OVpDqytTDjY087fnQ4SXdV0Ic+HRbYwBnsCgliRZxoD3e3s/TkZOzBBGBmBRa0mZmQkhVONT1uDYFf2cdk58NFs2ydqqVA0dtpPoyikMtkWY5nH6o/Uvdfvrl5ffXrd//PxnIF0vq5m2YdOUEoD4DPj+a/9f/3rfG9SSk9A0yLmQhyQECiRUU2GqSQwNRSjnzIAALJxFxwQPE+Jvl5fpJydYilgEROpjqnliWBNc1vW9tTldB41zZC69tUfbDei61uWyBMzzODdYrfvZ+4C2rZyWwomvOT335+zzkvnr317++HX8/PUYwyQlocyI4WHmAVELM6MpnLt9nIMpDB1JKKKWyDWfc56qq6SE0EzvT70/u5slyXaOoQrIWSQL+yd/hZAEx/BUiyTspnVJX2/X0adZ/DxaPC0clqVvPhKlLefdotls5wyD5340jZz4y2W5brwuGYkeXTFi6iRLpvHUVgoLxSfCwqZnwIVZi+j04YaASTjUfr33vSsDcGCqUrKAmoJ3U8TYUg2D+36681fCNfH90Mfej+NIiWS5zOlMlnOixNPDz54zmXlCQPQ2HQKYgzP1FtMsXEZY4oEgSCCmgBCgmSFXsTnP7h9/NAyYQW/3Gf7pduxqn8UzZ8QxA6ZaRC1FbSyFX9eaC/fJ9/3kDIFYPJJEopC6lkW+t3efuBBLljmNzMlh2jif/WUryPlx7mcfSZhgSkJzPJpRgAxYLS81XzZMqQwzFUNPMUhNBZWa909F3LqRpGV0Z6JkMM6565CUBDEFX2u9UjnGzCLn6Xsfr5f6Zc1h0zzWpRIBH3q9FgA7h86JBlAEf1vL/fT7+/hnf6pLG65m25KWnNFtqh3tWNflUgqaC6Qwx0nAMGa/3iohXKuEQx9ydh+E65LPNhJzFllzNRuH9mUpiNFCX7dcB0bkOeHjfjweEQQ11dnnj5/PyfDfl/Wy5Czr949na3rOMITZ55yPRLaVhRhk4Y5T0dclu4/39x2AkD5Hj3S0c7nky3J9PhoRXG9bQhIAcEhCWYqU5OTEhO7EbIbPozcELrCgQ8S9OcBcEgLTATZME7FkIAwxqDnmMAQgoMQsGaqw9+moSjAszOI03dth6Jg0HPJaEDFUzJQTJlIm2bZ6yGhNj6PrmJeVRPCxj5/3ZzN/vZZpQ/XMGJfbsl3z1NFsJEJBbnNYYE7pcczpkCgSkWCULIS6Vfr//Ldvx2n7rgSylMIUU/1iyqSmp2lZ8pU5svB5CJEstdTKwmAOvz7ajEQSOcnLpY4xUdhjvN/VgZfFl0WyyNfXjSSm6lTTGTpazTkCtcOcETpu67rWpauC4lS1pG3M/TQzuF38P7f07cJq5f6caVtDo2csuQoTurbxgSTPEY+mXW3o/MvvL6f1UCBmJ2HJ9/tdFQLn2+METpQoEEUwMZm5DcNPuifJx/MEBALgFNM1XJeUlmUBd0Yoy3pZ1vN+fn/7UOdSMgMABHBca21DQeFTBiXC18opQxbKOQMhjlFyXojb0d3pfra3j6cpmJO6rStcrkVnxAmtK2NSyGZ+hvsxzAk98pIRKdWcHI5zmoW7tEPXhSNwjM9kIrkPiAnuSyGNQDYinsN6UwqsIhQQ6jZ0EjUbIuQZMEWQE2V06cPe3h/vjzYMkVJrDgqSsTCyu51AjE5gEQhQa+ptPO77Wi4Iuc0OIdMRgz0wgpL42RUsijA7dYAf9/NogSC5WCIEQxuK6Gtdn8+GiXJJ6EbIqgpmWZCRGLxkRAl0uFxXYWnTjvOwKXuG/flxe1nNuQ8FsA2wSDp17nPuY4bPG5Tus4eC8AiHPjOnGf72nNO8CFy7LWXkmgJExLdC5nCGeai8LEsb9+N4q2ULpUtdDWP0+XjuU0k9yFWS2KmEJBHdRhLetvr327ZVntpBBIWRYEy9ruVxtDH9sq1lpWn7mNC7nmpIGRPbhFLTlQq4EdiYnTiLJA5GQwx2nwjOAO6hDQ00MTZSQQjzth9mgvg5G6Q59eGnmpaSxN3MJkYftkmOkIhl+OASANGHvb89Aum6ZtOztaau+97axD55qpqZvrea4XWNay1t3BUgleIWptqHqQNzCIbOMwCjmag7UpA/2vm6rSUnwtRNkTJRGJhp2Bg5lXW7fOzt43mwQFSyEQqUyNEjC9UiOqaHjWERQZguhSBxRBBBkaSoEF5r2ns3m2CMyL/2j322L5ftdZUqUAoq0jjSrr0NDQmbe0m5lCIsvZ3mc12uxCAMWSjlhGoACA650FKJ0bsqZy6FCMAtjuGBUReOGTH5PM6zhR6UK2fJQijstyuD41IYNNx0SyJI1uz7z/e8LkvNDC6JA2Nb68u1JPGp9ve/vqRqP992Ijh7NzNBONp8ez8DciljW+F2WUvO45hzmk/Jifuw8Pk52juOiW5t9NutCPIYqB5gRpwCLAjrWlRnQh6tXZcqBG+P/dutvtxeCeH5bM9Hs6DAOdUkw+vr9S9ft9Z8zYzMe1dCzqW03s4xzzZLLgAKYEshRFSLCBeG65JeLss5pzOgR0G+Lkm9C1E4EPJ1kbpWIs5FXm/bdDmHjz6YYLvk28syhu6H7TOmBwLubVy4gpvqkXKOAJ0jEdZE7jSUExMjImKScl3ydU0LsCqOw83BHXQqCbjDnGgG7u4Oc86SEkucZ2eQ0xQSFvNKmGvdp6dEr7e1Nw2EQEcAJHRj04FIRTKSjzkQEGy+VMmFEbosxWNB9HO0Puy33251yR97n+ZjHMJogWYAhkyJCefUYwyYbqHdhSmH4fmcfZ/bpbpiO08PE0pQHDI74X4MxjQCPo45jnlbl6+XWmo9Dvv+/RcQBXgWvK5SVxnDzmaAtK01SahqhLAI4CyZainhTNmOdv77xz0VWXP69ZyAIZLBjbG2MY4x7ucAgMtSho1EdC0sqbQ2/3lvw1tJuCZ+QqiqO06PGBAx00o1FQds5wQ2WXlJS4zRvaH28HZel82092GYkggyBUBE0PNohQSNA9HZ81oQZoAv68Uj9n1vrV1q4fAju6Ih+FaYCr0/pvC8ZPzK9ZwyT00AOhDQMeWuWCUtuYL5r/uuEZLSmD0wSFjRrCAZj3Mk9vWSL1QdTE+F4LfHYx/MIpnkx6+7mde8PEPwwuRdVYeNPj2X9Hg+2+zr5fbf/va65JijOQEnAPatpK3W7z9/CdPf/vbF22jRYejtdknCZoM5rtflfs5tqYno1/vdQ/oMYcw5cXaWgkjTuplRljBws4ApkkAIKTx0W4q8tWcbx3CCoMDE9OFzLfKlYgSMMMBpgDmhCDKhI0MoAZEBEAKRgaI4BYJrgrimhQ1ntyRkpue092ffj+fZx2Vb1yUnArMZYbcrj5S3pbiOS6Yvt/p+7FO57UYMlyJN7RwKgbUwRAAGEbfRufuS0zzHxzF6Bw88dwMeGCeRf3lZXy6ZJZDmhHi07o6MuOQcfaxoImuWdHm5/Pjx3kdTpd5OYfrP319C7+8/pzm9PQ9h2lZsnfsEZvdJQsUU3s7TPwXN0JfXdeUkrsX960K3NVv4eU41EFkicExLzK+3q4Kaa05gSk8nFPr6dTWL/9q/i4N3ft8fx9SyroVkdWYCFkTkfX8SAyd+vV5enX6+NdMwnzeR379t37+/PyA88PW6AnDvD/e5SPrb6+12Fcc6zL6/vT32GVBrZXV/tl4Tl5zBLMyT4HWt+zl7mKqVmm5bSSki/GXBLKHALOn9rbfzIEJhChIianMYYQSMfkLAy7WUuvbRObnGcMu50HXl9rI8d1XVnCiJ/3atOYmCedfjPK/rgknOfT/auKwJFdnIA7AIF+aIOE2nmUewJ44EFABOsFQBBHfV0CxMJLN7BJgZEaLbkklDQRxNIebXl/xyXZ770RuGUyiGRe9aOU+zEd0CiGlYpMwVAkxT9i8va83pbKrGHFhEUAxzImCNeDvH7O4hOflliddrOsb89f4WiBBkMGuJRfTrdZ0O/++/f2FYKQnRzQ1B7s++rVCrMEdz+/G+v93nnJSKdE+/fu5MyKIFcOgzyJhodGWEtGUiY4Gc2HSw4Mu1fm4ghgX2uaa05tr1DPdSSnz66CjWWi2afL/fMxh6AKKpP56Px9F0+K+jBw4hzsQMVGpW8OY7Er+8fP163STGp7H243FXo3P0OdsSnlmmq8I0cyaZbkmsUqI/XVU8AXsfaRXtOqdTxDUV6/NxNEVvPn24IGUMRktYEzIGLmUBGkK0pPTJLX/7cTJI6+NWaY52nxbTWzsnRy4xz0OkKsBQnTFc/MtvL/f7cZyyloWYGMsitm2jruX32/W64tH0t+tyCgB5ScXc9/3e+1yWNSK+3FZGz0x+Wd/ujXJaavYJgkHhgRhgc7o5aMS6UELBYFpqEgSYCHNd+f4G80C3qWpLqRTcW6APdHWWlMgwzja3hRJR2EQgoomMADTM3WEaKhhzSAEBOM8BzJdLEmK1DgR9xnCMRA6GqEB4HLNgJe/78ZzNDLCu8a0uZul+39eNkWCipZx0zKnGmCDBWj7zSfPXrmdzncjIDCAc65rmjNb0PC3JWBZhwznd3RDFXc2lMKwuaHSqQgA4uvnjcQQEk1+v1Lrej3MaQEAw3p/n7MERmZEzIzExL8DTouk0h7ePdwFLoGld2K0sqa41XrNO1MmTuH0WS3H+5fXyx/vHP3+9X0tOyLL49ze4lOt/fv366+P5r/d77/PZe+4uhLclf7mUGfjrfvTWrmviy6pTh1nKsG6MUnRaAG3r8myzEK41Dfu84WIWaeexluVyWaqAX8pWWCSXzO42unvEPsaho3BJROcYvz5OMw53DT2UUguhkEQLEEsGxyfBfX+spWAtfQwmEkQDCMF82bbAGbPZIA8mNIqmmtzn6Gd/nA3HCBH67dv2cuMx9ewQw80ZMUWgORTJhJEXSgUliyF//3X/eW+9qymZYa0gKSpzyYQADGIBAZ4SrCupw+w4hnrrhKnWcJ+FENgnjOPZWPiy0rZwovTcDYUEgRhnDG8WrFlYgIm56xOACNbMWCpe17xWoQ8Aj5qQJRmjhjskP1rXwUCXLUlJPx9HBOecJVE/WhG8XdcikRIiwrdvJSdec3q/P+8SgTGGXZdFOIXDY58/3o9jPxmpN+QMauAW5+wtcOp8uSWXMA8HH6q993T67bLWWolNrhImbcySqKfw0LNpN6/FzOdQzBiSIyUWrfIxnoWAHQhNKC1JTgtK+XrFPuZ5Dk9Z51m8/f7yWiSzpCq8f7yHD5K85Hr2830/hkMgArrBpIxsFBBzmgfMGZgTBbRzBiggaxghA4aZMqfjPKaaI7x8K1/LiuFvj/Z2Hxfe8DRGhBhuECT7cWyrvd5krXW9rL15qSnAPu4PwJRyCVDFp3JHxH++fbx8vX37dlUdtaTHMVn8mO1xwiXlj+f90eeSko35/devPj0cf3z/mXOWQvZp7KM0xjzaDmBXv3CAUFf3pjNBAutrlVoyM4zerpcF2Ft4SZpTrrRMiwahpgWCAEuSBL7k6pH+8fP9PM+FRLEj5peaug4zYfUAHkNftgLgQmihjGgKEOIO0wKEnu3JjA7iiQZ6D6cJMDEimqlINYXTpk0XETP36GTxfJwNNVfeiiBS71HrZd3wUzLrTqMToDAgYDBqzdG7KUotC/GICITIiXJitcEi5j4mIDrmIGJ0SImQgkMLcSXxNojIZ7xibYf/7/NZFv7vXy/a+uPYh5oOYYLpc2i4OQYwozCc7VTlJecIGHO2ptcSXzecY/xxHyL8muwSuKQ6AjtqRZoY3XRveynZ3LT35VrXys3if/3v71O/324LEd+fZ58xp5YMv70sW0ljqKOAuyDkLBZ6jNlGR0y55sfh//vfj8cxzVAVDOX7rxMIzQ0oZuhbMz4REZmiciGglDOge5Ai6Ax3ZQIuNGaM4RiEholYTR+nJY2tShJuoRKWpXCCTze1+5itlZSRsztRkk9zMxOP3RAscUKkcBxDx0SP7DANdE1yWZII9jnDZwSmxGq+v91rSWUhFLfppTAA7Mfx/tHfd5NE0+04ZrBw+GQAKRz8nN185JKKSEBnkm2Ts6sOB4ijjeN4Lpmq8cfZj30ygE95ua6UU0XSiT57EHWFxIQQbrFrJxEiV6CIAQIlwbbQuqSufSpYODGJUASiEwKIIJrllErCda0kcvazHSMAPt+bglI4Iepfvi45wfs+358DIjFToKnrMHaD5/MMDXQaf+qCHSwCMCBOjza6+lzW5ezqPgEcXG9rulayMTmLhbXeCKAwLiWP3qfPpaTtUjz8OE7I4UDDZusqZqYIGlEk3y4LV/jnz49p40vJWBfdoE8bwWsuicDtk+AAfbT3s+328bpdbmteOBJ78Oc9Vh0JAt0j0BkzsgwLwJjgjJwJX9YNDOVWmOmPt+fb7JILF1FTCFxr+vUxWQhYJpiiLyk5u1u03oMA2QMYPJZLzn2+vT1STb+9vobNo1tmyVBc4Lkfp/3Cb7d14d9eLwxPhm3oOPa+Xuv9ce4ea0oQ0IZOcyEZqnufV64iCQJE6OtvpXWIkF9v98JlqzTdhGS0kbe8bqmIEOI5xn5M97CYl5IBfD/PQHJCJDzGfP/Yn21ct+Ia7/fTZpg6cUTCPoKWHNp+3Z+CApRkhrAIw2QDZlD3AGYksuviBmKHgCMAVEnCwZh+vn+cT22ejmaJNTwizHQixOt1baNxWF6KFOTspYBNq8w69PFst1WEiTAdcx69ecDUWRP+/vVaazrHPhVrqaqDBDGi9yYM5bK4DwRyo3Of2lQ1iJzQmqsaATGiEZPNoOBHn//+tdfMcKpF/Hw/Izh9GhsAE8OwSUyIkYWG6n5a70ZM59nD5lWEg9Ja7r2/P5sT5pzbeUDwsuSUaUSsaUGCj4+P4zhIGMDddXRT4+9vxx8/h4iIwLJlSVkQairHcz6PQ0rZ1jWyBIR5EEJo1EXKUs6l//Xvt/yY//WP+/Ps4GcRSYlzorIsWYKZJuBHbwg+po0xCQeAM8uczhy1iLAjju6qEyRncBcmpZiqnww1JNTw2RsnRJtrJkmYs1BAkgQAboARrqNFF0mL5MoixArKaFwkBRQZ6VJa4SIUCPsxdcRackDojPvz7F2vt1w5ItTcHkefGgSWk1wWIImJFoaZKTEDxNlnmJpjEojZSbybM2KWBXimAiL4OLRP0DmGAiYpScjDFfronFrKyYPCJ0uGYBQw12k+VEnpy+2acr4/tZTPDzZJ8u23dIyY3QkQGXRY78PNGUAEv962WoII51SRtB8HQe4627TWcahdbpK5G4g5RkgSZkYguj/Ho1l42Iy1LP2Y7qgzPALAOUDVlRAD3h6jjVANYegJEOg48Q33r1/rCP/+voP5kgTB0bzUBQw9fM4uKRFxV43Re58QIDUk1IZqG+eSti+0Fmoll0Q4+oiIL5f1cnnNLG/v92c/f/v2UonePj5OjQD8435/P+MiF3BUM4fJjApzTuNkuTC496G5JERYEp9Nvx+HB+aafy/rdcvzXO9q9VIIERSGQd/nsl6WBcOjrOWyCNmgBZbKhMvziAhBljGPs41NtiSVV/G5qytxfHt5nd4B/T//ejM2R58OhL4lPr3fz/Y84vnUcyplGWHM7DNMO7BSwABG5ADQMecEIAgNyZBTpOR1SVkhpzhhSkLV+ezKSJDk7blz4pLh8TxzysuyILAPDceBnJflZVl607PZcFtYDIEEAMEVtcWC9fN/aAJE8/3sTF5rMhuMJCJmEyBE8GxHzpA4HYfqGAQ0zoEg97M9DwVL0302NcepsdY0Cul5Lgu5HYvLmjedOs7OAUmozfF2jN9eLrO1MfXs3tXn1HfTo1st+f1D3YlxSCa1ObrXktZPkhBnBHRnPSdj8rD782TWLEmRUoO15DF766Nsq4G/rlsf9v/9xyOQDBAgrQshY2sdI1LilDIzMjGCzDFPm4AY4NfKJXEqOReAlIA0wB/PgzCtyzU8etttuKohgZteLtXJldv9UJS8Xgjf9bmHW7+sSZgRcZ/jn/0t56ThdXbwIMGyyBzOtZze336+LfWopf4m9Ntl+e22/P/+9x/nrv2YiPDyUm4XXhIzcevTHEbXY/iczmylSldt54SIbXotNGM62QwQsPWyqunU6aamoEqqRpS7jrfnrhF5yQEaoExM6CxMn0twYTMDj6n6eQ6tpQDaNF9y/PaSMcgA3+7H9/dnO8cll69fs2Q4XdvojulUGx9PCBsjNMqYvma4rTG1UQAQ5iLmMyZyKuA2po0BOeEn4T3QM4PKQCBkHjpHH2GElH0Ygl1KwqCAGCM2JiEcbmtNjGROM2zYIKKyZJiBBmHhMFs7gAiUtlRzEY1w88qZBCnR+1MjgpCqEDMGRlPdjwMBv367fXyc6MogpVZFa6fJlj+e+uvXSUGB4R5zhs04+zOLMMvUEQhEGAFTDcI8AoIIMAIUoE9nACJBxzG1n5NRvvGqCNMgjD3iebaXdfHA+9E5gIVZQoQlMTKUwERJKtVcafTxXz8f/0/7yH+7zR7m4/blWhP/4/u/7/25z+VlXZctlzXrOP/Xj49/vB0quCYBd0MapZOKejS1AcYZ1xSfFm4gFUIhYjI1a2M+j4E5J4xTh6qfaI7uMFufqaxCeN/b3maRlBJk83mOZn2VsjJthZ+tt9ZOsTBT1ebDnHECMIPpy1aRlCks5u0lLUs9dzdCTAQ02+xNA5D288iVTVWNGaSds09PxZZacIQ2RUzWos0JQaYRiF+uV3cLV0SuCSEixjidA8ERNqqqsxJ4yNkNCV6SWOv353l2l1ITUWEOwR285EKhqqFqU7VN+me/L5WXRAWLOZoCTEQGG6EwRRgcTI1YAIiRQBAZuVAKbr03oaWmry8L06cNnvfncbYxADOQh99u8uVLadERslAm4/f9EOl1KxdOKFEya/PrJV8veT/7Of37j+c//nXPkhywLtURCTwRpColJRsGord1SSBnCyq4rIz7OESanpjSmkpmJvCSsxme+0jCLxX/1eckF0FywlD0sIhAYorCSAKqej98zk87TwjTUnKpw8FnsI2Rc/rtRczUw8ygjd1CutOPj+agOXldcMlpWa+50Ju9D+h9jpdbriI/355nV4g5dThYESok5vb6batbrYky831vbUwQcoBxjpjBiXLWv33brtt/tK7ffx6/3p+XC2yrJYc259SOUbqBmrHHmrkmaQN3HxSeBB393gZwMAaGUpaIbq6GrqHf38+Uc8kK6IZuAOIM5A4BmACBhYUyRHiMCCIUJ/XwIAw1YoSwBBEI3QyBQ/XjowPJVrHPGBEGYeR9nmx8TmjNUB0BLWIy/bpPByACRi6CSPUcc44z5UiJKZAkhjoCuKsX2VsLh3VlAJ8GZgZOKAjTHSPcFYMI5yNyCkY8up+jE7Gw5kJuHqYW8P15z8KMNHRCZ4a0g6pbOx28IHly6DYD2mWltS6LEGFYwFB9f5yXki61thY50W0pW0oT/Pl8hMcYdp6+1Cwl9aMl4TOiRoaANkwdck4BY+qECET8lL4zBBEi4LpkorAZ+9EsIsL7TO3UQEAnc42Uj31w9JD8PPVaBZxaG4CGUMA+a/okoOSTr+n6+yb/eP/448f3hfno7dfOSfCybe6gwEVyQky1/Ne/3t9afwTiwHmO4ZNEf4+LGJ7qEyEvZcnBaEg0piKTosWcERjhkun2WpF5KzzMKOPXL/h4ahFk5CzJHSQDWrzvLQs4wW4WRJToaUYEry/XY2+jDcY0Ohy2hzEpCK1hucVZU8LhKbGBqSET+vD3Hz9fb/X1S+rqlEp4D5vuNqb20QAkiSQmCBytWc0GPOaEAAgQEkbRMdzcyPucdSljzsuylCVZ2DCfqq0NIlq3NRc2G+289zEO1W4YzSVJ6ohO3uaY3uekwJIEIwCp2+x7myklgjYUkOak27X4UKcgRnUHhuBA5CQcAIhc0p8jAgzLwr99ueV09umLrPuD1ufRPMoCl8v8slYEEMhE4u6p0MulUmIQj08oQTigCQGj0Jap6U8kwtLG5Cxdx356OGUmIe7NR2fHCTyuSTKIJYEEN7TXWN4bdFML/+TaISOwz94EMjGlJb7Vsub03IdpRgsCkEQIthYRTm8f+8fRzEKEiQPQ7c/oOb0dJ1N8Kbwt4pPb9DbnDEKDoXV4BvAUSMiAYMNyXossz8d9qqUirc9lE0S0OcYY7nT6iDgZyUVKzSziAOfZ+/DrZfv95Qty3J8fS16T1NDYGLdLCs9Hm8SoDoyLTReSpRaUIUw4IWUc2roZkmeGIJuu+9mT4LVIYJw+zDQllkBTIxGI8D5yYhIAsywxPcBdYUwPJ9+WhBC9dZ28FL5s1U3ddZ+DUk7IaGGBbYyztz4jHK5LuhZO5Mc8PQBJAaYbz+ljoIQAhIbuu9jUWnMS4ASZTITd+Xl2AmSeOQMlHlOHQS3CKG32McAUSlUATEJCFN4vkgRo94kAwnk/R2t2vSxD8WwhSUVIkIkoMU+cZoqIAEHohExMCICIQnx0C4IIOke0UwW5cFw3Ieb7OT7ucyoNsmFngBWB64JFohAeHdWDCNbCl4XWa9kFujt2g1zU8fnzLknWWjHcVT8PMfMwCCQWiDXTX7/WXEQnfDye90Nnpzl9ujulobaltNZ8v7efTwVCc9h9uva6SC6p9TldwW3NVW6X/NDeHWrh//Hta85l4YQnHnN40Lfry/3tTikJyvfvf/Tw61pKgiKBgftQQ5lnuM5tk5TldUm39f9P058tOZIkW7YgjyI6AGbm7hE5nFNVRHWp+/8/p/uhqajvvXVyiIxwdzNAVWXgoR8sG+8gEGFQqDDvvRZLwTnG0fs1nRKQKDPnTICUQnX7FEnNTKqqf/qyvezabZpX82lKL/t6X5Yn2/F5dQSCpD78ViuS31YS0evydnYLc8z1rsudeIzDDiQ/e7LVsD7cHKjW8uNnWxfdSnzdXzDG//fvv3kWInq9Lz/fn86ghaoai9gIFj2H2TzB4eVeyfE6/Xg2TsCAZPh4XK35tukwhwGidNfauyOvYHAeAwmL4sd5DI8ZzMqlaCXtza7Rr3EoiSycAetS0tkCu/EYvQ9o3hCBhJMYiQjZ3XxmYpaFASEgM5OA3KybI4kWReDn4YtylYLQ1xIv277e4HJHyiJBHIwCjnOODtMC60qkMGx8SkX/+PGeAbe9pnkEnK2PaYFWVn65V+VEIHcflkEJKYSMCOOMi3tJAkVyWcoW0xdSIGRCLpiR5o451huZO5Gsxqr6ui+V4OfzmgmC9Pq2jn4uhZn5aCgN0iFs1qK3RZHTZhSEwkiEo83Pu40xYSRjZiXAdASfkRb1eXq1gM0trHf7+HAf6gmPy5ZC+0ZmmYDtDBJxR8TsY/z2x3ufda/rGOPlpfz+x+Pnz2vbi1Sec44R+7IDwPBr2uOXXzbwDhF9TA8SEYRUASZJDcfh0QgAR3aDaFFqLaWGXcQsgtOHO21LDZucJrXY9Na6W2xrWRUBc7onAFEgoeXs83D38FjWlSiFLAG6u6ggcxggAina5Ym+LZo73BasHOY4B11z9uaqqkIenpVhft5bWEiqUoSHEytBwnVdlsjENsIpRYCmKUtAzoDH2a5rptdB0Ucq41ZLprdmcxBwamFIRwxVYS4egJEby1r1/lknBUJOp1iFBMWmM9Gy6LKUjAzPda/DDT3M7ex29ISYn4EnVPnn9+dxTmV2c2KozFsp6X6ZBROxAoIq7NsiRJhzLQSJ7+/vc0BiUVVV9vRuM/zfBQfPqUVUpLfr9fW2LsLqa8Uvb/d//Gi//9FYMWJ2m8P8JsoIzDyag5mHd4tamZivZmcfc0Zk9Iryy32bj3ye47asv9zWmXE8Hoixitxv+/v74zp7VBOMf/z4jtv65ddfvmR89O/HMFR5KSug15V2TgestSiid/v4sJ/HCGYWWzcFcEisVWdM65GBImVX9t7nuokAlnJd6BZzzpZiZhOsqqjAvpSPj35esai8btLOjlXbzG7pQBFxtuPX//gljsud7lIryzViTAAq6ZwGSno0+v8cH0zw7b7XRT/eeyYIE7MuFSEpBmAiYGqhbt7GXESJaAG80nrz6TYtkLKPROXrsjkiknimk59HK6uS4PE4STR3Vvn8CGRZFvcGQG6zEH27rSj88WzPqyfSbVczhDOW29quychFBBlEAXJmZBWlgIg0BBQXjsxk4cgYNqaPWmq4T7PcQDQBPHN6oEhIOhFRFgQhSsWABAP/RAxQhAib+TWnfQ4dBErJ0UZgRw5O3Wq9V1nEE7NPthHMzExCTskJdMz+Y/ZXuu2lQuaAqYqCDAKEER4EpIK6wkicfWiBWgl4aM0XqH0ApO0LbLqE+4i530TLYg2GjVLhlxdA4feHCyUxJcazxWFcKvXmbQYkvWzYxvFx+sz683nel/LXP997nxf7n75+q8v94+N6b/O9+3kOG1aXUpbKhJiYYXUrEX6cLRz/mI0Q58yzXxbx5y/3v/7lDTca8zSXBNa6/Mef17Uux+Pn3//413WOazL0wUcmJRBuZbHZiWghNh4Dw9ILcCHtFNeM1dMDk8hGRIRQsvtlfs5kC8QQQjPricyITJg4xwifkCAs7rOSEIIzSS0UWEq9YAwYOPq+y77XbHkjrIV7zOMYH2cbEcMik3PONjuxLkWKrkwqOsqahIxG6dkHDsfkLIXN43lZXrkXXhex8Od1ZYg7EkyPsKkKjOFIUEudwTbmfSFUmjanRaRGzrUWLZg53Zi5jBbNr9BBjEpgEYQ55hCCWiplRHSWtGnMIORrSUQVomN6v8bjGhDJjIVURFV5UZ7hz7MZuE9SRqhIAD4jwYWkKHGpP59HRCpSb9HcZmQiIMay4LIu91stqs8HatE/Hs914V9fd5UQdC1olj759aUkzvP96eC3yjtpAvU5CAEzwnj2aA0JuGgJQBkQr/tSmQCw24AAVsHwL+v919v9/7oufd1kKQT4y5++ruvi1/n15XVa/Dxaovz65esvb9ttpcf3j//X//6/3z+Sb9uzXf98P/uAIikViIwpf/m6LArff8Q0ZsFm85qDKV4SZgsQdHOEIsiRPt0c475LWhPifaffP9o5sRj1aauLejmzyUJVuJb1+P3BmSvU13oLunxJFJkWosQ+0zMmNaM+T0L8n3/9K8y//ddP+9tvx1bEDcOdQLAYlxDEyMSQa4x/fp8VtXcI90iTUiKjroqObUSAR2ACFmVOH56UBUAQYPbRLvPEUuHj8c4AuVA368e1b0VLbrWcYw6I0Z08q0BIbAxaa0WG6Zkx52TiSjysmyULcmRMXxdFxkhadPl4fvTWlQspXbNJJIBjUiJ7knlIQqINw2FgZokYkRERMYlzuy3pmE5rQfp02eNg8V+/LUX1n791RPMwD0SkyBBlFWT2Wj/T/mznHD46meHUyPS4bEQ6CJud92VljuQ0N+GSnLorS4jkW92vq1vA85znvAhIWQqlMkfRi8er1L1oVZwxbwtG0sc5RpJ7Fonr8mk2LQnVrY/pxEsa9eEM+F9/e495/ff/9rbdaV2RuKyjIJKPwIzHcdhMBPSY+yJ//mX7/eejNbA+z+6AcY2mtRDG1ebstpQiJNe4xoQX3F/WAnN6Yp9+v9++ftuf5xVjntcYZpHOnAbZprmFCtZFVwXzCcgA+GgzI5FgsjEAFbWZQryuHJ7XcCEUJUVIDIsRAWCYHswY5Mf5bqp7LcQVEhiLuWcGMiBZDSYgKkwFWow0WneBsr4/JibNPo2yNbA5ntJe1u1lqYCZkRFehM2gDx9uyiSUWqmm+oBubqd7QCSrYqkqCHMmgVDE1YYhKAMThMA57F6YBYAwZkbCmVOFKTNmO9tpBk6umlWlUVsqEROwfnqpM8AokDLBkOm2Yy2CyNcgd0vshRkxq+BW67YsZvZ8dktsk8KnXYPvK4LYgGuMDGeG9bYSIzCG5zknAbBwZZoZi+q6CpYYc8a0rfK2UFFRFeK0dEBE5KNdPw/SJStT12LBi1JZSx9TFzKH2f39o/XpDlZUhLAQS2sdWd3zOI+rWUGWqkkQYf/129/LqmVZbqUeH++xlQifM47jqCpftpVZXgsvmTgGpN2WOgA87GiZJJ+9aS1YBNMdQRjx9cY/Ps5w31cNQEDpcwIAMyDB6F60CMZ9pX3X252PD0EQJHq9wwz/+79+JPEvN1XWqp3QhFMwStV04Alk2Wx0RKJ8Xg+Dcq/7jLGs8XXbrrP844/3x/Pvc9o0I1y3nW2Msmy9zzbIJr0fFyC+bCmEx4U/7NyZVBhIOD5N3ejuyWUOM//38W2Relk/jhaRtfJKAA5nH3OaIizr9vHxdIMUek4rACr1231vY8zuglhEAq3eFAn7s1tLJCLmTatPO7pXVcgkwLSIaelBxC9FjyLXGJkQ5s8efURCVg1WDYCrdSUUUcIpRGY+w1lkTvMIUXxY7iqzTRaqtRgaYCICZK/Vv36FCKwqMGNMm+GIxugReT1RBEXw9XX/gsuEALGccvb+szdixgiCOQIT4Zr9cQ4tVhT2ZfE5GQUyus2rz3P68zyFyuu2MiZCZiQiMKIICoEDAYGbA9J1fY6jPTFVGCKR4/15Mi7L4hDGwNd5XeHrQgg0Oj6P6+N8CuvG/O3PXxzy//2/DsjINBG43UU1X1+WhBzNA9UdAMCmCbmP8fF8jlQW6qPXUoU5LQHJO230+rLfWfGXLysA/e2fv/98HMKxaHm/WnObaRWZBBxj+EDVUtVxRkA7Rw6qwh5AbHUBBAYEZDJDVaxKw8d1GQBjkDBdbTCLioR1TlByREwCJAHIDAjHOX1VLFXcRoQxUS189e6zY+JaWEustR5nOPjwyQO2KunpwwBiVfEJo2XrzVE30kVkRH4SkQCxVt5W9maKnIRHG1wlU5oNE9g2kgJtzDUEmLSAJ86J3nJiQAYDDk8WX3bBFAqCDBWhAioQFsOmJ13XABBEAEKOWNaCyMpOXMegTdPchbDWZJnX8HYNEoHI45wcadZtCBF/NLtaE4p1zJlZGOqiERjp4R6MzHXf6G1TrXLNURC2Bd9elxn68+N6fDze3pa//rrPPL4P7IN+/+P5dtuXUgxAmYUTKiKAsNqq5zWLCcmWYQxei0i74Mfxo3U3y7P113XfMlkpKmbhpZbpLmU5xr/+7z9+96TX292va982oHFcZx/9j3ds9hwBt7q/Vfzjj2fvRojLJpXoZV+A/fcfz//zf7/fN/lv//HtDbMNX6u0fkpR85bhbjynjcBp168vtyoBONppbXg4Xoc9Z0dhRkIOlj6nIBRF7f2Y4/j65a6FX++7XReQz+FuhFxt8uMY6163VQjsmN2M//nHtahg8H6XdQPa5faiY+Z14vMxPz4csXhiznCnBCq1rErCYBD7upDlMSzD4VMoTHgMP67rslGE960QK5Ez0wocNgEgEmzObVsz4fFsRx+FgoltJhI45mdxKtlJExISKD0z4IgGCLXUIjRmQ+JVGAAjkzADbV0EOI5nT5A288ejRwKCIxAJI4YICk+ErEWY09MKsc3MQAC9HiZLEqE7mrmwYGpiRkQRernxGJAeQCiFYBgSIOXodvRkybeXRSHJ8+iXaVNEqtU7JITSVIHu5znyaNYnvFQC8AjzsHa0OcmC2jApVcmqMiVg4HALAAJ4tn60KYCWeHVLgBnYJ3hQmiFhRmSkFEHWcLc5kNTNbU4mApI/flxj5PO8mh37vmPag96llH1ZnbEU2lbREiS4kiAu+rWep//r+wNRSqlrEQKYjt7ybCe4fX3Tc4wsypg/j/NvfzzfW952/vpaFXHf6vS+JmzrFsn9PJJBlNPMAAlpYV6Uy1oA8aA4TyeENgaiCbMBAGIt6pDTvE8Dogz6NFCBk2QlAxZx8I9nX4SFMmkGMWVgEhAtiwqScABBOs4+rz7bmNOtN1+K/vW+6go/jkv49V//+kgbS6kBmJBSmAVhBhMKVzdopzFBwmcDIElIhRiBGRXBI9eFaiUkzp7TbI4phYhwTuAAykgiQBBiIRl99BnrqvsCdUVKzgnECyESuNmAYCDsc5p7zLnVihieY4QncKBjUli83krrw9xFITNF5e11jexAXEq16S/3lSGAdbz343TChAQpVXAuGzOjGY3BPkMLi1gVLipEsC2yrVRKsGNZlvNIQBk+ReLL28YpNgdlfLnXCYkRIuwNrnPsm1Tl1/vbcY3zbMFQS1ERAXJgcM5925dtfds2cvOw82zLvRaUTJtmffRr9u3+xRPCgQDBvWj9r398x6KgEcG3UkSShCF9Xeuvb6/s6f28oreW72c+r357uf76y+23339cfYiQakYOC7quqFpvqxVhcF/X7fHx+GETOcKjGXbLvcitQKlxXefVgJcVECJjXdfjskU0iBrkdr+Pj7NhenjFfF3389l//mhJMdO/fFk/mp3HYAYgNNOIvnh+/bKN1dPmWqsn9ZaQKQKllsfwbauvW86Eb9/2+eO435dp8+MJY+bVjQWEsFYB98+sleqnH2AupSZAG3a/rZCZkK97fZ6tj8tdAVDIz2lnNxxRGmlJS+g9ODMQMmHZyk0ywVJQtkWYLcwgz6NnlAzELHPEzOjmCZlAc2JGZp9EABlFWZXCfd102oTpAEQSARkJAVSVzJIIzTpBElNRMe8QQ1UcwyIBsij7MA8PB4C0Gdc5/3m9h+MxnYVuqyg44VTmhWnO0SeYcwDtK2+CjDSnjzAnk3VdgUimqq+l2EyffRgFIiH26ZZy9Tl6t4kIRISW2C2VkSEpkZGC0mcUISBDYJswp2UkY/Q2/us41iKk9PZlvy+vH++PQWk+5/DZAoKZUmVh5rXiqgUA1sK17MPj7X4jwvdnO0ezA9vwRRldH+9n3JZaNSgd4e+/vb/sBSP3tVjEbSl2tvfjep49IiGBk5TQPn3n6mFICEEBkroykYsDGhMoYSDR7D0pA8hMzEwwqrK7NTchLorsOD3GsKPNgpjoXHkpsgqLEBKmWTows2d2M0z/9XX7+vryx++PNvp9r6wxZlLAX3/ZVSp5eMBSCdO1FM8kwjHhebRJue3KggqolTMzEq8zCtHtppc9VWhbmRgIqQ3JnAqSEI/3Y1u0qCJlLYQOhUCpdMbIvFqk0loDJZEoPAFgAvSrLwozZ7gpc2EA8G2VYXA1E4TmM5JsNqYkBEbygUqRHIRUCynrNXDbCCOd8LYSYyFR9GTKqswEHiGEXAQ0t5UJSFSaTXDP4GHmYVWWt72sQlUxMraqTlEY+1kSAM0VwTkDhgiz8jVn+NyqrBWYtA9QISCQt33dtq1ZIFGMJAEMnEYL8rKtYeNol27rre5bPX65v1yPJ7LUoh/P+duPn4/ulATDWEGrbMvy5W4/e9vebl9r/fn8efhIxFLwjkpMj7NvlxSFORMBxohpMCe3GZ72tYhkPK4Lxji7y7rOs480XerbqrVQIarF1430mH1ciFJFY2rEKOkXdSefKLxoXmcV2UgJw8OHw/MyESwcX78shwAw1UVLQS2awKNNSli0bIt8XB0YVqZhkwD7NMslgK5r/uNv78KogSpa6DKA3ocmLSveFwbkZt7Ml1DMIRWBfV5eWQvRx3kthbcF3cCcPZEQMdAMj9Z+2W+VwNKSKNj3XX34dYYIiMIxQ0SZ5GiXY3rmGGlxCdJ1RjMkBiFQwmkA+QnVh0wKx0iPjETgxn3Q4bMu/O1WCT2chImA1pKQ6YGJEQGCQKgjGsBAYuSk6QvVBtGGcZWlYBi3a16YosXTCaCN3nMgo3m0JtfI7qCSgsAYw/ucEY4ewQq4dBTGHMrAKhYhhFqQSVvrPV254EKrEia9P/teRYr86737DGZJjD6NkAAgPbe1EC/tSihJIuAGEKoa6eFxnePx42/Pcyy1EOPVfI7QSrdZE7iN/uVlW2t9P1vv8+3lJckZUbQCo17YegDO7z9/Rvi+lZcZ961W1F/uN/JnFbjO8zgedakv+3L58a+Px+MwSVaVylQZMpGRllqRPRKJSNUFQ4US+Dr7x7y+vKwiOJwYcE7qF6Rj3WDbeBj0059tbsDEACkA6BkdVAgX4aKipTClewfEQO69cebLolefS4GqMi963de3+9p8ztER5tu+rmV5thZ9vOzFE6pqqeI/H5+5hUxMoMioWvZ1fTwfANRmtDApSRXHBYnMYmsFZAqoRRkxWvNuFAmsvGwYY2owBEHlo/egdVyInkvNZSmA+f1xjsBokJqvb2ufVwIdw8LtZV8g0d2l1k2BATLy7JYBmInswny2TsLpHhFrQYLpGGPYy52/vGye5XlcREnI4ZlAvQ9mIQJz+3qrqgzT33ufD1s7L4pljYQEtzmpIL+tlAuolLZQ+GxhmbCQgAVgiEqzCII+GiAg0boWSPDp8ujdgYm1iiJaZCAwFd6WxSHNbSsl2jDAItWf5yLaZ56Pg3j905f17H8Mj8Lybd/++uuvd6EY/T//Qkut7fGRJTTVw+sS264ZadafB1amgJnBAFxFZ++fum+CtDCinJgOqZBFtV/j7Ne3X/Z9DwxfF9mrUPjX1+28+nHBnL5tCmyDbNnq83kSqHuIQCl8XsM1iuqLU2vnpPjLr2v9y/2/fn/38N5NhNpxgsvr/jL7FTMW5D//+b5wfP9xvL3dM4yIH4/x/eMSyj//+gUIEmndlmEXY1LitMThWkSZknxG7gttinMMXaGUAGxSc0YnJ2TediJMwrgewQ73fXl9FTBb+datlYL3+3I+e2Am8dUTgBBwdD8v7+BVCgYEGgl0b45kTqPP87IxMzPdQ5QtIj2RcFpGThsOSCzUxxiD7qsCZCWoTBkWiVfzoFwq+SAPHEaL0raobDRH/nw0R6+bMIMUKaztGjPJ3ZWgCmrSnPBxzqtPJSm1ZMQIH5meeGOOoKsNi5REYCAE0bUNAzABIKbIILSi0C36OJnw630dFs3wdivMZG4EtZTyfhzHNQNYiRFjTlhVWHwhXJcYHn36IrV1csfjGM/jHCNbC2KJsPtd1m1BYCLxnB9n+3iMxzV+/vzov+S3b7dmDaczQ6309dtL7w2gz+mtX6+2PJ/XdQ3K/LLzXnWEf7SOg3xZIIWB72vhyIBUhSIsQCyc7olWCqz7Vkb251UIJ2buvKCWQpz+dlsA8B//Gs92bbui8vQAYiLQIloUICGTANalZlCku/kgCm8CBhCYbADfPy4I2NellDUDMPzXtx0opURenhAv67qW0nsHSlG/77Rtb4T8HOP9BAusddNPf5ymEBD7/bUQC74f15luuexLxBizZ6QHjQR3oBHKdan71YdFLgSVNRcc5/Rk82Dwl5ftPMY1XJXSo1QttT5/HLd6C5/XddWlntc0D2HxSSJcNXufRFCLQCkSCKiPqyPggqIKZZGrjZGxAioJJCLEfRMKe1wXob3dt6PFx3EpE6J7BCGWsk6Pq9s1PKN6+IQshJDU3bo5BWQ4MxPQ6FOYiWCaIzKjZpq7p0chBsvLAxg8k9jd3KbLzJg2vt6XQj6uAYHKZfqMtOuaBqMkn5f91+//LOsSZCB5W/a//e33M+WvX5c/f93bgGW9/fpl+3j/juta1+XPWmy0Lh5jIpAWYUFBPE8Hp59/tNeX9cvb7cf7hZBF4D/+cn88n+7HY+a2LhF+OGYQGlcmWHwMez4OTNrXjUBG8/MaKxaIEMFhQYQiuVRBC5wJBLMZVoKayrJWnzE45+vX9fLYNd42nsZt8G/fD6Lt5bbMaf0a53lNo6q1t6Y1v33bvr4UN7pm/jy7SiyskOEZEVMI6gIvpL1nII8IdN8XlZoJE0koMMwzEcMsLQhJwNG1irVgApZghW0jUEw8uQqCc4QqWwzkXHYek8/DyiI5s7dzzEFFEgAIIQkB9n01mM9nz8RE8DCAZCZVQsxkIqIIcw9CUiFhYJE2BkVgwgycGQjhkUnIDJ52nB1AA9EBQdNjJnFdRAoxo2CSUBW61TKmP57WPNsxHt3N6ZzRpwtDsSTCzCRWKXJ2D8cxEQmJJB3SYSK2nspYhc3iE92LnEQpDPtS9kpI+eu3O6S7+V9+vS1ar2taFiLJQJ9dVY82p50ilNHmDKm6rAvM/HiOMInMCFZBBDKzdYVff6mqjFirZgL88f39uhxTjmP+PX5W1REdOfedX2+biEPA//zvfwmQ8/iwORzgcbZ1KQuTZdfK35bb7P779++UcNuWz1Rqnx2DPq1CED58LCIIMdsFIUWpMjCCEkPy83mmIw7UBfY1f/2lEKFgiKp5LquaJcBnxdNKVcBkAp/em3skIQogE4dH8z4NC0omIEIGEEFV4sJIDgTbVtZawsMjtfK6LlqYIAHmWvhtXwXmspaiHIRtdrOmIrVSgt//ej9a2vVZ0Lc+8LLoFtccQpKbrAtCEFisi2yFFcBQe5hnFJW3123bEBwtygx7P9pihsCLaGY2sxzoEVcLQMQkdwBo+6JEPrqFQ9pkJ9L1aQYBHnORrLwYozEgATGTJxG2a9bKKCml2rA0Z0zBqKtGWFXel/L+cZ3dzX0tjIARhFSObk5kjhxoSWSJlK13pliEE9LDegYSJIAbmg0CJCZKjMjZw4IiWDZ9jeJrrbXkHF1Jl1LMY9iwdN4WjYRhf/nlWxU+59ORa83/x//x9X/99v0v//3bt4/19+/HGXk8nyfMgPl6W7P3BFv3BYif4EefSsSQmabKkRjuPiCcLAxhpp19Rpv/rgBep30/+l//9GXi6QaeqHVBnza4ASjbGOeV/vHzx31diEGZ0odhtE42JiKaj6LLuvDzcYyOydisl8KFmDOU1WbfxWpZjl5V6b6vY1i7XKquKX3Y94/wDV+Y2tHd6DHn7eX+52/6/vvzeA5DI41CEJ4BlBRAZbojRNEUSKFgYiLwcAvw+Wm+TGUQRQV4nuEhaEGFF4xPYTkIml2BOXqC5lIrE17dn31qehHprReREvAYA4QWiXBOR+sG4Ou6IKUqZCACLpWJsHU3889UDGEiOGUupZhbt0Sg57MtHntRZaq1nFc7j/CA24uoiE//5DFfYwrjvihjugNCCiMxAiCg/PxoPz+6CgsBAlYVBDSLREAkCn88LcEIlABrAYkkj+sKAzbLSX7kwKB1KYjUoyUABBRSYvTLtnV9Hs+ZQZQ+GiQI0VZ4VQag5nD2uNq4bYxEH4dtkbr4mKYqBpQzVBTSmUkr73vebsoEqiDkvc0wB0gIq6K9jT9++5lsulJhbujUKpMQuJDfdv04Z/RYFPe6hHn366XqovKc4WZc+DOz6RC3ZanClp/NTiORbihBlpbkzOAcyYSR/RytITGdw5aUUult9fD0SICYNiMpE8Z0IbJwRblsUAjE5xscyE61IlKCUYISVRUW94wMtPQIUAeHYJGizpzTfNokohR5PG1Qksa66q9v2+sOEcPBSEtVRZBaioVBBhIBjg788T7O0zPSHdwhQQLRLNw6iyKmmR9XcBSkwrxlThDAWs4wZ47EJATmYeFumdjmmIHWCH2YGSlZODMsBXhYQWHl00dgovvCVCUtEDiJafRBGauQisyIs3skhgM4rKXM1ty4IlOxINKlYOBaFWKSWmFmK+O4RMjRj26MbNGJEBimRWsDmKeNIphCgGBhCAwJSASJYyQCIqcIw4jMUNXpIe/P4+3tNruNNs0jowNBETpnrytnRhJqRRkc6UrLb3/85D8t/+PLzTHve33Z72B//+hWV54JBAaYhDg7Ei0c0M8WkS5g4UmcGaJyNev9OQCU0YF+nPOKjCTOmNPagDAYPggzHddlWVWnXa3nyiU8M0mEVakgAiIvVIpe7Qig7BZoXAMUIfO6Los6DgjRbV2XIuta2uW9z0Sa0f/bn+9hvmih8PeIZSsF5Unw43l1r+PCP45+DR+RsghucAy7ugPBsgYXdsA5PQEYe8x5Okoh9oA5AxAqM2ESnd3MsgADemUZI57XQMwiKWokSECGiRDJ0QM8ceG8bdCtO2Am9BFmMz36HARoEKzIt4qOz3NORyKpyso03K8zrmbERpx9+HQWRmHgApDmgMfVYxotRRjnAAsvUJZbmX3+eJ/doRaEyHTP8AzGZMYU4iqKkYWBJMe0btZn/HiOx3Omc93oy12A1CNEFBFnzuORxzHGRABgTBGsC2aEKv04wpIYEAox1MhEJA4qVByje7Segjhb+jxZZGV8f7cM22qlzHN0ofJ639r75ZbpmAaekEFm9nFoJmxFBsEJoSg2sS6wbnRbWAkgjSIhiZjfXmu4Xw3VczR/nE0r3l6UEKcHpkHOzKxFpRYEFEIXGjYsxlIgZkyYFs6chDnNPHBZPgGvEwJnpntihM25F6kLI0Jinn2KizK3iEREM2B1RA7K6emBRREBAK4+Vqm16HBHQYgAEzdiZWKgdGXmSEIcBuCxLbKuhAjm2Gc+mhES9HbfVQWUo3DSSqIFgR+tX802rTuKBFokpGvBDIGIW6mAyIWWZAhvYVW5t+kEAMSMQD7TVFgJS1GUbNYnJFKyygCcYzIwJZrb+/nMpHQiCIoYk52SAsIxwts5IUUoiJJIrjHDry60rbxsiAQ4bK0VVdrVmZCZZuBMyGluLqx92mXpAbdKSQTIs9txjTl8X0sp9LJtwGgWSIGMr5Ut+bzwMZiJk/NqU2gmgAoEZZ/ZZ8T0hBTE08e0BMBFuXCBSEsfgehOQWP0haRqMaazDbnwXII33s/HnBMMemJIqEj9en+5rvO9Pcq6UZ9zRARtenu7f+n9ellf7Iwp/vXL623EeR0IAg7fvz/v9+XH+1OXeo0LOQjIA0aHPkgLESYSdIM2PUqxkYGcMYdND9gzwx0T3n8e+bIvSf1xWmUk1ZLp/fnww1sV+euvb/Nq5jByhBNlFYJgMMBlqVVrP47XL2/D8DhmH9Cv8aTRBvkAYd2XrcwTwodP9FGk3gh+9j4dhLAqr0sdbuc150xP0MDZnx5OBESAxJ+rFUYakTGsII3w6YHELBk+bUAEP89xWSRSYKjS1XpMSMxpPQDWhcKnshJnGxNBtNAihGRttgBG8mVxIrYJZ4c2PCM8HJUFteCYaUvlPnwMt+mOOGZYAAxHTLNIIMSoK9eKa1nc/WrTJz1tEkEgVtZpY3RsY0IGE0Fi744VyOFqIymFExnNZyFeqkb60Vpr3if4CEXQhQD86iSCWoHIbisvS/lZ5vNyiKpcSsHEkRDDQrXOoHAgBgx8WZdpab1jZU7itLc7EM+eZMAI/rrqdfRITJbLPZFI1QCOYUc38/Cg5+kJwYK9A4IXBlIkRGEiBFUlcWFQIbdgxHQ2QKRY90DUZcVFufXln78973e93xIgSQqgR4RwQRSEImKEedrZR1d1p2wBx+mRTMxjeiILEzNfY1gEIwMmk159AjgQDzcCXFTFVSAFQbEk+b5US4fIcI+E6ahJ6bYIo+YiKECUGShVmSEMIDEAkhhbt+ewcA8URKjuKkmEVWi6PQ5fBN2uVVmxVCoCBAyEhCTz6jP50TtpwsBhST42Vk9KT5EgBHcvTMRQkKc40NxWiRFL1as3Fa5FUZCZSZDIFJAZLdANW5+CHja18l0UEo7eRRkRWxuQttUy3YfNOWyrS+K0THAHwDGdESx4mAvAoqUW9aAAUcHTroBynf1Wq0qdEX161VLISsnueLTZL29tamEWrFULk0EoS+QUYqRM81WjfNU5omdqYYhAygz34NZtGJhNBkxSoJw+3GA2FzEggIwETMAIzHBZAQmv0aeb7Kt4zJm+rpt5w8zHeS3FXl++pLtPi8jjPGvV2ckC1m37eLwXndfHfHv95jbXfd04Pn7+WNftGv3H+499WX+5f/3+8XN/2e5vy/Nh339c0905w8kuIOZmU7gIazsPIqm8mI1h7oKihMThkcMPs+lGplX9vgkjdvOzJS788XEVwrPPhzWgKLhUaD79mO5g29c63Wa3RGHFmyQitBHHT//6+saix/MY1rgQa2VZ+jE48uW+/Hx4RWnD5/AxxhweTnNOmzar1FoQDTEFZfhETrPpQZ9XW1k0wYfFtmBmPJ7DTcxZSPp0VrEBzV04WCgwZ1hxEiQPyHT4pBZRznEhoiNEEmncC1LCjx/zbEZURDgn92aHtPfuw1KJpNBp3ocB4nTwQPf8xL05uAiq8rbRWsCml6IPhp8/Dy1SlZaCyyqeRgRfvyweefWJhIkeOVGElQRx+mApSfy8To8ck9r0iFiq+paR3Gd+HF6VtuRSc4yYw4vSn94ojOZ0ZFjXouT/XlIRbpULZSII2/Ro3dZJ59WF+O1lTfKPp2+3qpLEHjnu26bI8MliuzIBzYZI3O9ynTZ6asGiel4G4Aw8JyRBRKAgERRh93m2YcGFaa2BFMrSOyR6IV+kRsrbt/L1XkRGMxhzVIFKXCTD59k6UgrLMikCCEAybeZxzW6+LUsmuXklmGZjBiGbB2Iyk/ssVbiQZ3R3MR09wpECFNjAIVOYE4OQkLDlBAt3V8HKQOAEsTAH0pwDCaVgs3Dn3mMEzB4xLcACADDf+1gKf9mlFL2vtK3LmNhteCIjozKmEyAiCFNdyGcmJACMOe9VzeHsY1ENcyAXEc8c6YCMgGvdxjXWQq932bfl6G4eJHI0xwkquNYSSOc5RmvAQqqREQG9DyFi+uSdiVn6dIqBzMIFEcwmcbIiobnHulam9IDWYlVm5efzEimlSoITsCb3C8MogVu3oEgbIjAmWGYAP5slCTI0s7jgOC8WqkVV9GoTctaqrDhgYk03p0RCGI5jGHGCZExAhFK4mz+PC4iZGJm6JwQRSYZZgIcjIk+I6dc1w1N2KJZ5nGclYYo+udQX4TH68a/ziAhBde/bvvz4fgaWv/zy9ttv/9fttq56X5SBMm3e695evxyth43/9p9/yYmc4OYcflukPVsRcJA2zN2FsACstYRlxlxWeT7m0ykDtNCn8n5Od8vzMlS4r/JV4L5v6XGdo26VYj5b6KJf18KY4YsHTr9C6TwG8OKTH++newmnnx+nJ/yP/3ztvX28+3nFyx2Hdc8hK4lKenISOPXsJCISMTE924g5sM8cY1iCKiycEUOV1loEucVn/JLBs88czWvCgqmi4MjEY8Z19Mi83Zb9pajQ0bolm48+HUk80pojUTN3iGVlAINUwjXdk2NaMuNWuKAczyCgMENKCPIR7z/MLINQwKhTAiESYnqCuUckA3vY5zC3nbOwwuyquK0ilEV2wGAJphGhIrCtyOTT3CPC7TqDFTdGChiWMwYRuHm7IgO+fwwUJYL3n0emJiYzccmwmAO00DD8/tH3Xb59uUXg3397XiPrSuaOxA5eFV82LJwT0HGObijskCBQKwLE7IHutVpR7b2XhdcdfTRl2qQUkmHgCbe9MpXf/vUxOq0bZdKcOdzNo42pS+WiBJiZ4QBJx4RzeOVwz63yUgkyF9GXdfv95/no/fVVXzYB1Ks/m/VuKASLz3SckYnRXTKgCLbm18zKxMCYOd3NAgE35utqNqgQAWRymo+6CAuN4YGApEfzfsValpwWOADRPDEDMGf4p97iHDanw8KMgJDOhOmIkZSREJnJfBzezhhBbsQOhGEZQACRDHRQ/mnVX28xY9R9UVw+nt3RHbCNVrgK0stWmjlv2yY4feyrLoVtJkKke6lVRad5d8PCQIzgi8Al+eV1Wwp2o2ueitonjQYArhsZ5AgDEsRoV+vXpAxNHAMjvDBsRc1s9GDkaUGRLApAfY5NeFtqLRTuSOhmFkkk7+e1bQUwAzyLJ+DoeNuEb6USM2HPFOSlSkD25o5xXnM4JOCM7BbP6IixKEVSG2Exi6AKsiAJEOR0+9z+piSJXs0ziSlrkbrIz0c/zgmQ6wrKBMCtzbqWRMqEDCTmo8XVe3hkpPQxQAgjnTHTIUOwZuBlhii3tYDFmPT+PHuew6Ysf/l//vf/2cbjcfbTLq66Ko85Itp2r28vv6bxj/549La/3It4mAU7MZMjgzmFQ1qAMLUR4fFa1ypoMbLiJzO4dR9zLmvdFiXNX+7bEvGv339eM6roL6Vuazm6//7zqBKE/lL06COZmPHldkPgqx1/dCOoZ/fH2RLxf/3NKXGr+qevy8fxQwS3wruW21Yx4fw425y//vlL+znevadnWQAdj8Naj2GGROh0DSPmAHBvj0dkRqIXVfNPFQfCSFF4fIx/HkCUr/dCJBBmmSXs/TGbTS2y1SrobZqWIsj9moYABG0kZlKm2VwqKCPQ3KUypuUsJRR9AArjtlICPw7PTIxkFRAKMyEUEbGcEZAYmQH4yfHsJ/7eRkC/35f7jpSxaLFMwBwjng8rhbed6bO8SEKJljydjh4cDiiqCjMPn+ZYpAj2yuQAAICQylk3CaejT0cPx26eiR9Pf7sBpbnFmPZ4wqLqaUvRIpQxHAFBJ0St9HYvCFG1xIw/fjxYWJEAWuScNoAo3BMzMANDV0RDgJIwhfpf/lQ/jpi9qW5/+qJE+/nsDqaKe1kj7Op2XE2YkHgMX16KihDQRoUX7HOCE4Cc/Xmb2qbPme2KWkQLH+MaQ9Kzz4REyJFAAzCGT48UFqJ0tIwxAyh9UkUe6ZYJBK3Ntei2kf3/F41CaQZFpDJF0NmHivZpRKgkBlmECmvzY0HUQCRRhPCcEcxSBZ9XnC1I04a1mQlqI7olkQMGAZ6WZo2wHue1VEmAiKmLEtM0/3E0cKcNfI6iEm5bFSRs7spi7mGxKidEZCSW7jMTZOa/4TJCr6/lthZAGOdVCx0nfDzNIpZCZ4erT2IQTmYQxaM7mnkSAgNQagjO8JxjOqpzArt3N0smYMre7XnEyyafQWzGVAUfaR3qIgrpBte0RAyfzImaEbbUVIatap/hBXqb4xOJ70BKrEBImUTBw6nZpUpVtNsENxEhoaVWSjGLmAYQtRKzNpgRY9PaCi438aEecVwjkwBSzBCoj+meomLm0zzcEVIGxGyjisacM8ccsBMyppZt3wvG6YaL4LKVpcrvP86P58eAvOZHAO7LTRT7PC3zygaWl1k/4+PqbU5hKlIzaFm2nz+v5xhc9FXqGFeAt8tG4kL8db91OHub52VQAUndP4sk8e3Lfl9j1fL3v//818ez1u2m6m7JDmBhfpxXkVQq91spi3qbAnq2vi01UI5jzHBdVIgoyQ11X9YaROoZgpyW/YylqHDUlazP1uN59Lcv2/+4vf7zn8cfGY6ZBEiYCJ/S1zZdGDEQkc1iukPmGEHMEV6KOEA49h6tnbe91qV8PMfP92CC260UQjdfVDjQg6/ptUhZgCCvyzzimg0g91LnREBJpEebiU4LL7ccH1YX+fXbTnhe5yAlFXIIJNDCmWjmkAAIkRAZhYhVIGP6pMREbj17uwBpqWhuRKBIfeJ0bNMxXSsKzXVRwJzdDbEylYUy4BwDGLbKmfPlpVx9doPbyxaGx9muh2XgHC5VABIh76tcff748bxviypBh9HSbWogSR2Hi0BRnPNKQlFB9LDJVIbDcCQM1CBgm0kgARQGhdkjjj4gAUFEIecAAtHCBMHLUuh11wwvikS11HXMGchSsiirsFD1sLfX+vZSBIMobeb0JOAb15+go8V7zn9raJnQQF0RiEjnHJ8AvRkw5+DIzPSRBFnIiWQ6Np9hvmmdmf9uwBtQZi1ZRYJwjOEp4UBAETYzjt4XR0QU/gQ+MmaOOT4vqx4BM1DII0eAJKmAEixCw6OUou5uwTUnpw1M50jgIhHwccxp9roVESYBhmSE7tHNlOvzdMLcyKTysH/nMsflZlAKM8e6lHDrcw6fTNQ/gUyIolI3LQSWLoBFuYFvBSKxLPo8m0dk4mxDhW/77eoft32937bH42gN+gWFSAsDeesTiQAsAVEECa+BxDhGjtZLIRYsCpqZRU+DcY1tEQDJiNtNKcAC+vRCvKgw0jTPBCS4L7rX5efRhzkzZ9gcfV224zlnOClHwM+Powgw5b5KGGQiMgR6ZCDiUohrroW6EYnf7yIrng95frj7/HTljhGI4AkzvF9mZpzIzJEuv72/7+tyq7sSKom3ZEARTgROQCAn5EWaDc/Y9gIR/3r/KVvuy84IEhmZ1+i/vT8jr7etojLMXMqiLNfVVEUQNxXfkpA/MbrbbXv/fh0zfr2v8zx+f38e3SZiTASyPsISsM3Wx+sqhFjq8nL3m24v6zL9fI4DAWtZWjPciupyHOc1HCIVDAQNYTa/bVtZMBJvha7rerqP2XsIMV9tWtKjTxZ73XUrvCReZ1jE28uuCj9/fFynlcKgmC5jZgIweBJEos8kTkxEJPc0h0xIywAP0HUREX8e1Bsfl0cmZo6AdRGEzx+Cc0IGXdcITlBJmgx4K8CifYRFdovzsEI8pyNQLbxWkW8L8xSGaaNI/sefb7qwp5l/1mXo+RyPc/bmEc6ERUlEgQCRMEWILa2KRnqAM/u0GBOSIRJ7mwm2lGqBkQOQtgWFIQOmxXw2Jv4cDkZEZqqWq1k7B7POmX1MYqyqe6kvL6wFe7f0eVvluOzqIYUWrZ9q662uI2BcoQy5AQK507QMH1sVCAwgFp1znA5j5spFGQ07IIw5A8E/VUzsGSgkABmGa1lVssi8rWlOXGtGqOB5pUfe1pXuS6QHRGGpKwQOqhVRxqO3mT+ec14mXAsVBZzIhBDDHs3MgTGTxhgxZyBBt4wgDFtEpvl02wSVMxMy4bw8rIF8QnvRzB/TzH1bFAjMgzBUBRKu1g1RtKgUJk4Ii4kZRNz7CCYLHDMBeCa26QmJrRXFylpQkD187hWpsif+/JgZYdMBEDBnxDXj6jhGqhBipruqtB6tWygBQuZQ3reyP84DIrdFwe08D+Q10wmStRxtjJFIZN0Zba3MDB6OVXJChmSaiH29LzP56JaBBOAW4RQemRcCEAZmrLfbyB4GPXL2Scys6AbhycoRbgkRIJqq0ntGz5Uoko9mCRFGjkHomKCVfBohrUvpw8Z0TeDCABzghSXTqDBQtfTevXUkrTPk7KeIFCzDZkzDtaTSeYEwJAZOWxZ+ue3dPMMY4mWlDiUtCkEgXDCZAVEQMzP7sISw8AhARAAE4kiIBAkEUp1hS1kqF2GZYwAHLwgWZtBG06rCZd+WBKKoMabTnG1CoK7b9Hl0A+J92e730vu1uRhCUTkmnsPvi/7ly+u995/n+ejHuhHDIIL//PVXGv6P8yOV7xVHnyolwFtHSDbLn8/x8Xj8cr/FBAIdPf/xeJeN7m+7jWbmwyOgncdgKW7uI26FyGJAKi2j+xzuSVfQcY2j2UBHWguCzRwxI/L+hsjY2ixlWZd6zva6EWB8HF325Zc9maPg9tu/PmZALZkMOeE6bQaO6RkYCUEJGQQJiM+nYcZtJ+0YTAjIKEVwXpfN/Dg7MxAmE/WrD6PKcrXpl33dd2Q/eyfQdHycA0mI2OLTgZeUGJaFcXq0Rku9rYtbDkyupQgkRbYE9FTEZZFSkZiGQ2YU4UKiLMC6LGJjAIsqEdJx5dl6Bk0PJpg05yQm+Xh3jCUhzKeKzOGIsSzimc+W4K5iBLoxX6P34eu6sWKYhZvPVCmZYh5IaI7TEhkykwS3vRaF8zivieZAAkstY4AFn230GpjjUxHBCJjcLdKaYHh4WWokEQIRAAIrCUat7J9/fwDjaqARHD5ZUIM9wFnJLaZbIendPeb6ugTgz48z4nrdNyZurX+/HgmZEIKgWkc4ZCLEhEgAQJhm0yAAEMHcw5EhzY0wzeIR9LbCVoFSAOBl0zENZi6Lfhy9mY+kMTLRpWBhHGaLCoHOPhMjYKguFhGQykTEtew9poczECUQkjJOc4DM5EwKT2RYFKuqe/72Y5ynYyRJtmHXNVhYGDH55+geUZQX1VL8/bBMmNeIjFLBlmzYE4OVfn4cqvLyWt0ik+ZIKTg9kGQMn9MWgUS+Wk8w4RrgJGBOrUkt2GY/LjdjcI/pCTLDkLIua6JbpJlXgte3Gp7HsyHktpTeR2oFxEwTBGJGsnUtYwQgAdLzaFpkVRJEFWFmlk9ZFoICg1WWw2KakeT0AYELy0Q8W08gJSiav9z3s+dv308g7j3adSbiwgJBvUXDqQrrIukREzK7O53nxLUIZ1FJpjktmq8rbTsdT//+R48kQMxPctlnjTjTMBERgOQ/v/7CAub2uM6XukIYIjIvc3bIACENFeR1q8hUuLY291stZSebKPzx8T4APIIAIyyhrqJZ8nw/RgFCeFlui8LvH9+P5hQ0R+43RMC3+5oJnqGVX5f17b5RYO/2t+8/3vsjRd3xH/941Eo858d5BOF92dMCD2PRSHRzSEHClzWp8PRgLMrhBBrcjnF1c59f7l8QqPW+brdlgdnt2Zwot71gMpnBDEQNlNbanNMgUPBPf1q8E1dgyNFyXV7b2edsy9siDf/Pf169OUBERBIiACBHOlK44/GMfav0+bWLPFuDUsN5oEnyVgpguGddeaHChDaTQJtlzGiTM6Iwr1ykqnv2y48T3tPe312RR4Q5KueU5mHIiEw5eowQRiLYF+4e+0qfxGMlmBPNEyiFo2gAGaFrVVVm5FXh48gRaOf4PIZ7xOdS+Uc2FUYEghTSJBEhDusTz5YkvmiuW4k0ESKlsxsQFRVMbKcB8lLVM4RiWIyWraMWIOKCCMsy5pxm55UEzkndMgIap3vK9HWVQiLElB5hCdCNYUBRBggPT0aapsqec1qmEUYulZXzOu06AAGBXIQRyGYMi4bTPRPoj/deqvjk1sccR+U6Z/Q5lDGB3k/v3tsY/ilkJ//6WqqiXxkBGAkQKkBECsRLAomFZc59K4QJnZFcK7SeCV5Ybpvi9POEfrbXnW51Dc+fj3F+hjqY2SEgB9txHcJQaQNCAPCYpFBJBbGlcaRFinIpHImXD0XcijDLRxvTYttxVfaJ8NHHp9g8UFCKis2wOR+HvXBdlAO49bZu5bZKN/Owr2+3APrx4/sY80/fXiZbGvQeM/w6wz09Q5Sl8IwZ4UV1jiQWwHSox8yj9boqCz4e3WdEOCkhIZIUFhv28BZAldmazQRL2guuhccAINAEZEaIdVFkBoiXXRlhW/XS9JH0eVrXz70oZ8qwaWFGwgjuEeA4+3lm77ZULpXnyHAQgW0VJlBOlbhtZfSRjhYYEAgoQqxSiNCDiRMRIihRmTFxTmfioElCwow5aq3C2q45egICUQ3PjEjIbgGRiJiZokgYgKB9ugkMm8d1WdLL6y4IhCJSS5HjuABhqUlMKvyy7nadIw0iioosy3l+PHsPw9tSbtv2OJpl7vudUQCCRLaX9fmj78vtbVvvis/n6BZlK8tSkpCSfFq7+tV8hnPwr6+vFtd9r+j+cl9FOSy4UKnSz+FRgOLta0Vs21qfl88RdRG3mcIskFdoLTDhj58f+1pEYqtQWbKyUo6YxHjf9Ozt2ca+7sfzHRKneQIIYSWsOxulWSzbvN/qVfSff9jHx/N1uQWATcdEAGQkAABMUb7d9+sc7Rof77MPt4x7VUJ4nD2BEDOTxnSLWJVvN80MUcJlGSP7vBKSCM3h7HOtizuY2VLKefp5whFexRIwEjumCgIiZCoTIgJjZlBQIrnNqwUwAaAQJ8KwOT0AYLjlyHspr0tF9BGfWcJlWLxuvHCx6X16IvQ5hjtACJEbLNtnbCZtZmWdlJ9qTMLcdnGINgcxM2oCXtMAEyA4wsPNwQPGSLNgxuuydGLWIjSBEMAdiTLcLJKcIDOBRo+UBIVrTAAyyCCcGTmCGG5LAQgLn4np2cfExMwM0PPpo2fvgdSJAXwQgAFe3YlQGUThHP54TmKKwPOIWg0xGal3CEDA+Vln6j0+zSWPw32FPjwcq6rHKMiW4BR3LcyUCxMzFzxP8/D7zgiQjmvVbc2ZZfrVcb68rW8bJQSK1pKtWRoqCSNg4r+/VI7P53jCTCJk2Lk44MgY5hiwVpEi0+0aZg4MmAKJjpxvd1LFBP6vv5+IyMSQAYBXN0Ku6wIdz3OkzZf7VoQSYoX4Zdu62Tmudo2ZgABVpVYVxIyMmcNGu469bsD6bD0TtJCZ924nQWWZYeOwaaMiodP5PIYFBGGSIAKTR46eAOqekQlmhDA8zeHwGQFAWJU20cd1ASKSi6R7LrUweqnJylHBMpKAlW1OArn6uMYQ4Z7J1JeVEfU4xzRqM8xtgwoJEa6AiTwm9IFFa13BD5dcv5/97BEzGWJbUQACgEuxMBLK6SVwDDNOTS+VkoAhtm2JjEXh2zc1lzHADHuL0S0iEITIIf0TvSMMaDaZq7n0Ye/Pudx2QfU+29Xv2+3jbAZGzDlNQda6zDGadRLe9trMMKiIDIuPR3///vH29qJSwsdSNTtGT411KQq3iQYC+ybV9MeyVPD+/fkxkVPWRxvP0ZfX8qf19Twuh/bL13UrDChu0cakVVTgfltHq//47eASAdefvr7ANdrZ+4wiwkBjdC16f1nGyM7k4Y/r3O7L0cbDGhXalrJTsTm6Rzdu3Xq7iLHUijQZwyGO4VTxx/ez1LKtDEDmiSLs8vNoYzglRJIIMQMxqLIIQYCPJOZ1K29f8o+ffVmrCs6PMXqgkQ/gQhHQmtdChDnTCROD9lqBcs4YHB8zVAUHAAEAAElEQVSP8TwuxIxEJmx9jO4sck1jYBJmFnePxIgYOUWYC4YZOPqMRDDHiBBApCyMJOABC7MKocBedSsVcs5hxPltX6oqMu2lZFi3eF7jb3/8PL16xByWCIBJmdNijkj1zLTpGWAQTAAMorQAXuf4fOlPIXaElSJzohsCEhOMEZnZmyMGQCaSZc4xVQkAIZGSKAESp4eyOFImuyUwBsG08AjEqCwAgUwJZJEQokUt+phjeFhiwgSiYdQux0iLSGIVntPinJEUmapRqyTi47xUwBzOHhEMGbDRsiIRKUkAfDzt6pMoMcWGRzrRZ5LXzRCDqxYWvs7RG+yr3IpgYmFmTE9Twr1wLXorouinuSptSygzgWLgJ7yt+0BZ+vRnh2mGCUWJI5GixSSEKkQUwjAsbA4AcQ93iTRkXNZCOa9ugFmr2nALlEzKfF7DfDLRsi6U3q+RNUS5j/54Pm/3XWRtrXMpv7zt60KqpoQ20xIryS9fb1tdn8/5jJy9Q9LnmmtmkhAi7iJ4w9H8POdoQckkRIiYjlR7n5y5qF6tIWBZCkCGGSO5x/PsWlgwRx/DghHnQHeewyP6tpKKl4JBESMiICCqCHjOYcwyp9uMUhFm9mu4I6uwlGWR3i9hLipFCYPMc/QpkEBkhJlEzLVEYWLGGFNrKdv2uE5ECA9SBgbLME8coUSkjEGImjAJ47YGMv/xY/Q2hMukyPDCbIAIWUXk9++Pl22dNoOdNybB/bZco31/96rFIQ2Ck6twqZqRiDKHjXl2P3MiYyZx633flvfne+FihP/7H9//8y9fv7y9UM7fHj9ftjdCuM5DROz6eDwfbytnQFBW1a9f3nq387KrjyD4j1/WXeofPx6/nUeQEeV6K+OwRxuIIcCzX/0KRNeirU9rUVEjDlJ6XFclWva6qiLCtpThSRqPB/x4jDacAV+3m/UJ2D0iPkxU1lIsSQA/Hh/7vlalkRQeCHHfVqkyhl/nPK8wj/t2/+fv79YzAxIAgETy5VXc4zyaTYhEJJ0t7xU14+fj3DZdFlShMK8cb/ftOubR4vlIQoAKGQM9v75uBC7gZdWlvjyP2UeeV/58dDMU4rBEVAsTBGD06ebBQpZgY9aUpZQEjxkIDICSviqvpey3ghitjUV5X4oo7lW+vK42eSl6TXtb68tSgbIUJqQMfCxSGR5XM4dz0MgAyDBuZwukaXN86kNUiiILIgNFCtmicniO6YzsHkyEyEhp0xEjAiMjgTPJLN0zIBGS6fMplEgQoYgBIILh2VoXrpgx5mWeQiiIxPi85syxV80IUrIWNjpyzoHhUArcVjmu/nz61UJIMsF9use0MMdwR4x1FQBXpQB6HHNbS13gOiIcx8xly1IJw1TL4xzX0fddMyHcay0jEgBUGJQMwM040C2K6CoaZyCFCpj784wMuG/FATkMgZgWSlBwJLKEkbMyLJuswXPCM8E8M9UNARHYEQkcIUFFAcYYQ4m/3HdPmH0QIxIukAQIULRk/cYA8scxz+nkkIAJrICMvi+STn12Nr/fV8AyPK/ruN1WXgoklEUCvV1TtADI6Oe6LrVqpKPAvtTbpmNc67rEhm4+hxHAqmV3farpkrro9Fgrv24625jAP48GCUtR8yaoSxVP95nbUoaDB4T1HoaoiJJuvXtkujkx9k6UQXfZ70sfhyAJEgNkAosQAyeockA+HoMAl1rHmJE5u7tnUWbi2X2Gs+Zak4AcEKratG9vagboAEhjTkgMdwC/b1shMsizDzbCIgxYKQFoY1oESSphEtZHxx9wvW7FnZUhgjnZMtHmn942aQHVs7VmoJHwdt+YyfO43KH4bVkyvA1/3V/Se7dBPmPasooSn7P/eDSbuMjC4dutLlxsyGN8nMO/gPq8kpg2eSv0X99PLtt//+XPpeiu+vN7fx/t2+2+18qZY85h14R8NkqxX7/t95s6ibBtRdWzBzyaKYnnGJ7btjIHejkOX9/qXoszAvLCqoyzdVAgCsjYaoHwH+/jvHhbaM48egiDEKFIO0cMJ8C3l5sQ7irCURCDgZLWm57Hdbz3j0at0TnTbKiy1pgtKRHSgcCmtWal6G3/ZBjDmOOP72lRMFAB315xXaUf0K+YzVWV+iQiVVgKtz4v70ezypiB64q3EhEJgVDKlICITGRCQIiAtDB0yGRICkwEA/QIiCTAtRbErKtgIgLWharAfd9Hrfk5zCIWJsHQpbCGdiJBSiCgSBACUvqqy1qpjRoRzx6PEZDByA+lALqaXSOOORwBCzBEYU7RFMCqpfr83mzAy7ZON0Iu7EamskyIMQCDRTMywDI8mBkQbU7/rCESGmNSKvA4jDiVsw0/26wqqWhptSpDFi6MFJ5h4UkBObv1mVXEp4/EMZFIAUcfDomR7oIJCP9+pFtcnq1NRIJASFDCKdAj3MHGeL0vs0fErCysGIYZkzAxpSCVhSbOMR2D0lJq7puOT/pKsMVEppIFk47RkAIJkFGE4+mZyEUjsBoowbo4K/jAzFSlO+DTBy26rrIWQEJmFBaCmJ6AyMBVCCgnCUKuyzLmJEAloRu4BwzZl+UY7XXfPGF67qUuigA+zS8ryrSvNcErq02DiG3XTGfmSH3O+fPRCGBfSqFkpGDSF3nZym3dbFQLq0stLKMbABDx8xpfAs1hzpCCi+JWFTOvYe/tdp4Tgd5uRFTaeXnCKltEMgupzMuXohYQVx8QBFiVpVYzXxeFzONp93XZdT0e7TO3s67LujAOnyIWxoLbrW6LqurjODllrfVoFzEVYSZF8NteSxVDPI7rq6xFRIiYAJnOPlrrt7pt6xIxa+FVS0/743HOMYkxpm9LAcI5ZyHY1xpEnlAv9xF/ur2I1DbndbXRrS4LZawKnzG7KEXDMsHP61QR5TLDz3NwIpVEBgGf7r+9f1/qvmk9rgkE4LzonoKFOSLfilibpvE//vPX9EwDM97X/Xg8pSxfXr8U4fARNt+vud5eCjl5fOJ2rqPdtv3o8zxzwHycUxgr5c9+ff12xwifrgSsCIlnb4i5k4jINUYfQkTbsi61uFliJCGLtGbvHw1IW++tj6XcitD7dbBo0UUJiihoMXc3J0QS+v5+1LJ8eaVS1s9hiifUZUU3DliTzDoSoAJ0FP734ItTtyJ1wW1DJvn9Rxsht1KWomO6sNUIhQTlMeE000hEYYn1lorIWPZSVejttrq5hb2sWqX3Qh/Pvq9Law6OwlKKPp/H56F6tFGYkPgy7+5FC2QgpFa8b+WvX99avx6trVW/vG7ror3hGFMYlREInnO+3raXqvelOCQRhE9MCBQgEKaX9fYCkG5fzJ99TjPBcm7q5nPMH8d87oVY/vR6W2o6DAfApEWWaf71rj+eF5i2ASrwpy+/nq3//DiOnjixat635f3oBj3DHSONVJQZ5zQVIYQACCM3QwFeKQEIM5M9UUSJcBHxzHbNUlhFzHN4IDNDROZ12bRplhESAZGR8WnYcCJSIRQGRAIgEveRkcjymU4tSpjBLD79/eeYMwgp0xHBIzMBBCG9CBbR1vzjHLdbXRZFEvG0mCpImYQEwtDDArqjX8aYtRAkEoVUTg5OYoBKdSvMHoXruhKgiJTn2a/miQ4Ic3RlIkQIXnmjQiOHj7yvqwkV5VromQ5ERUgERHSTDUIy4HWrrNLdCQCJhFWYLIwolsoWno5zZuuNOFlFuPThpXQ50N1u+4YZPgdTamFdijC93l9H78uyrKV+DtkxyTyv2QAwA6vqpzONief0X8M90zzA89nstz9wTNOCZx9uqKznjdxChO8bsUpv56q61DrnJzGrtvPaVPZlwRHAGGkFeIxx25bhFkCv91UKViVl+fVtoclrqSPvM0a435ZbFSGwupQgOs+OmS+3XYWYCIXP1myGChYVyFAtGDlyvNzW53ERZHoys4iIEoQRInJlxF9f8s9v970WJZzmj48jAvelMiZmyG1ZCmkCWU4pEj7Dk5njtGEZVRKYGM6ruVkAn71DICdIYaJUQRFON2TJ6WtRSFxWjRkJxkU4uyAG5Zy+76tNP85nO90jt6Vc4Xl2Yd2XfTwOMGsjIaP1tmzLX7+sW13Px2N4u9+/ZFpQ9HNmQl3KnI0B7i+roui29OFB09NJ4LbVNsKjWOR1zvPwrZT/+MtL2vVxrcJyWyuliQCLXiMTYN9BeH8eNj1sggJToCW446r6n29SWb7/HO9Pe564s2I5A+J+2wpNIhJUwpSZyLgK3wq+bPp12/vsy3pjyud1IoAiDUuPKFpKxbdbsbOH0Lfby+u27psKyTWaCk2fAfQ4T88Ig3CoWpgJ4Utk/vh5Xs0TwKZ3j+mGAOFQBPdN3+7rf/v1V0//eZy16NeXFSmuPo//H1F/1iTJkiVpYnwWEV3MzJeIuEtmbY3q7mpUzwwRHvHjQYQngAhEAA2AHmBqZmrJrfJm3iUi3N3MVFXkLHgQT8J9iocb7mHuZqJy+DB/fG/CqULIhE7nuZ6nqqzO2cO8tfAo01SKErEIEyfCkbEc+72boD6eJre29X66WSnrNE3zrPPEAbNMhAgL3P/qm+Ue/uOfrtf78XRefv3NByBfXq+/+9PLb3+4pZC7h/lxRCYjAIpUq5AI7y0LSzABQcyU4WYMANl7J5LzVC+LWvjLbgQ6iWTS/ThSSYUm5YSgZTvsfu+INB+7XcpMGRHVHN54lMJFZdu4WxeQGZiySKiAiJC67a13yDgu2ZnhGbuBRu39Hb0TFRXlbe/Xt549lknb0U/nmpDrfWdHJJcipWhrzUBKOdUyST2y91t3k04RiXWul+Xi1iz8drtmsjKOfhxme/dJWUWLCED0F7uKJe89e9jec57KNE+MeHpYl2k61XM4chReCZETCZi4qFBEJallnksRpgAd3a8bk2A/+jxPl/P0GLH3x6+vX0FilmGdCXOtypWZPG1ZptM0MbNFmHORcq6lKlu6Sp1LPXq7H5tTTmshy1qrSPFm590HMHWaxeHH0ZFkuLxe39J7/XB+fnra9s2tP55XQFo3ZQ67EKUlL5Knh9Pb2xtZlmX++Hw2b0XryCoqY54mZpVQDkABxrbvSmXSQggRgPjpfGLmUpUpJTKJ5ypwJBkzGFykdOuauk7lYZ4pIxPDRVIKC1NmgFQhgXzKxcNEJBxTKUQ8F2HmDGj0oEkzw7vtu5/mCoQimQnJ++5wtN6mpZL7Op2Eg4Lv+52NRLAd/XJ5mHW23iLztK5xv7++vT2sS4SRyHmevMtmUcACWU+ny8Op3foPf/75ly/7HfYw8Zy0zLO5p+DonZOL6O3oL0f7+29P+7Z/6WWZi0C+Hveprs8PAWKiqapWzlOda8kff3k9ulnYqdbM+PL168uVgPmynpTpdDr9+tNZc77vcVoXYSfxt/0eEZeHZZ7rUsBeP57rFldVlEiIM+ta9euX/nVr3zw///Wn9dPT6etLF6J9X+/Ny6RrJSJUqUXBZICzPgmJwufTdDTWSgiuKhG2qNX5oVbWKkVwWWf9TixwKuU817mWSaXhhICDImHWIzwjzJKYVbgyM+PlbdtaMqu3HpkOv2+bR5lrfTjpNOu8VkJ+bLOQnCb1iOOU/kyRIUgKr6UWJRVhkaSEhS/pBEJoKQRKSvPmQVW0Z+7b9vzwcBKF94C4ZXcHpahe5lWYAx4ZBCJQ4tTdPi3z7d5qWY62F8avnx5eX/Z/9pfbjo+XeT3NW4+jmbmXWgKIdBAI5Dm+OIrqrDU8m/lgFxaWp3l+XqZf3u6c7BG3m9/DAlkXGpVVYChTBjLVPAmUSAsXISJChnXLyKmqex77cTTLzKkGMyfIPZnYHZkuDBSxAIFECnEi7egR7tMsvZsbHhYmwu3u+w54ujk4QiICrcWipShVASNZyqy0FBSqCI5U9UAIJCmJSV6vb5HpiftxRKCQlsqsU8u2my+c2Q9WRtRCpbPd2jYXBXmklTqv89yOO2cWUHoDy2FWtTBLYWGlyN7iyODtaO14+/Bwfr6spUjb7d57mjczv4fSLqVk2DzrdbeX216QC7gfPZWY4dlMBOG1lJZ527qynmsBckTGPXv0pJBABIIpJubK0icG+q8+rrVqdCCRguu+IflvvrkkuhCfpiXpU7O9FiJSC/LeJ1ELf9sbPa3LedmeFjacH9epcIapziABUwZqYSdwILyDkkCndSFXJogScwLIEGISESLKDM8gVyUBMsKUmQmiElmRmhUZBhEHKCDERJFwtxg/WHXvWQiITJm5FPIEETNYf3r5utZ+OU3nc+noSCzzqbX9tr3eDrze74WKTlJ8W6dJtvZ0ORegFyFlTrBSM6fM+30LQgROdT4XfX5YrbfdmjLdelbRiP16f90a1tPl8XJq2/bWXibox+dHDr/u29Pjcsr5fmwVuR/2xy/4+nbfPyzEeT7Np1rb3sLztJR1EYHc7ncnukVeAtRyrnIzO5/m01Q2e1vq1Goyk/etVv7Vp+XhhCrzx2c9z0sRNNsvuwhXFqzLaSnSjtBSSB+td2G63q/34y7Cs9CvaF7mus5ai4RHbwbwdtjR7XSaiyKTizDBSbyUhZMzejK6nROJpNZt2++Zuk6neVZRZoUImFVYhKiwMJEIr0BmAsMDyBnRo2fGOLwYSpzn86WZyzsAsxsyHBFZWEpRKQQKygwDIEXI3Avej77CzCAhYs5EEmmCctDU2MNdSEBEzEW194NZap2VhRKqWqoCKkQDtM3gIhVIFQKBgyK8WRSqH87144MUqR52P24//fj2dTtCSAaUGfHptLwVez32iWmadC5y9H4cDghEIgaqOSIzEgmeRT/M83a7jzrFS+Fk3luku5CaR1Ziikk157pv4bPEbpku5MwiIoiMhHuORCOADM5IEWaWUpQzgYBwD7duRQlwEHuiBReFB8yQkjB4JDOs0e3VrUNY58qTDmNXMtNpmcIjnUuSIbt1AhHrbjs5eJLpRGGJyKOZWQjj8XKJjOD6em8UdqmT1MLB8KCqX29vc5KQiLCIVtF1LcnRTeepMuc8SVUNot1NMh9Oy7Iu5mGWEdjcbq3dt34Evn55/Xq7/qP++synu/nn2y2yVal3b8fWCws4Seh6WOteCpPo19c30XpepmWev7x+vVUvJFSwHxD01u9760z0fFmZp/t+TLU+X85EQEKlZGImFKWYZSoTpURGIp/8nPSe4iaiQgoS4pUl22GZhGXOBDNfLqHEQtwvl0gryioaEcolEu4BZmIoBzFCarpF5loWQMKDKABjZlCJ8PAuWoSZIZRJSCIQpTBlBKUqCQSZOIzcg5DECAcoImEGlTDL1o0IJCNvwhHcbLQxsq6nWTKu+62QnGY9lTpJed1eVAmtL+sSR4jyN88PktzbYR5HO+6tUxdOCkHAWgw6DkFQJi0ghz89rNnqD19ek/VyWuWIew9hiaDmYbDzqYDp26fTcd+SemF6PK2FF/b4+nJLw5++vF2vpowieb1dW7OlViWcz5P36F3v3R4up9aOw5vDlpmnWY7DIdO33z7+9Tdl348//3zTWS6zfPt8vt6ugVyWy+Myf3lpf97ujxdVilPhU613b6XwsszmJQMTl4+PH+9t43M5rxcVCPr4jVp3Iopk82QGUfRIZmKCsAZICExhbu4O5qO3636v0+k8nyeZRAVESUYcQiSiBCUiIogIJyLcvPNoo+I6pbqbewBgZhAic56m8VcmKxaZzBQpzBEhwoQIR5AEQHAGiEAioKRIZCaTEzIzvTNpZIJyOHjxrppBCyuVCJ55+rA8MImwqAqChWiqsyMyIwOeGUhJAvN+7F+vr5FM4GVezmtZ6lSIf9bjy3aXwgtLN69Kmf1USkaY2bnIN5fTbvbT21amy9Hadt/A3ON9tmckC4jIAl9ud9by6XxizcRBSaUU11BmJuKkSfCwlKXyvWozFwaNJG+SRTJV84jMUWkOYgHa0URYGOZODI+elEcfTzpP5lF1TSpsibBC8niZRCIMVbjO6cF1EjcD62nSqkQZt/Ck3Lrfe3gmMZ9VpaRZGIKUw6JqscwIPK7zeSoG3F579GAtzbBvV5KCgN1ua9FJ+DIXVTHvRPx6f6tVHs+Xy3nNCIWCZN/3RH58/nA+LcRo1oKouyOApNb3UOiE/dg+v13Lcnlt+9ft1ppJ9t5tKNQ9DSNzWIiI9tZZtPX2Fn478PPr5v36dFovpxquPdvRvQrXUijpOHqZ9LQslZVZI11EM0EIJUapRETEDEpzsIApE5lJREJKBGJEmmoBMjIJRCRMQZEMXrXGOJHTi8jw8RCQ6UiRZKLMAEg5g5ICcHcPS4qEMQWQEU7dQETgGLk8gjCMAkm9dU8QExO3Hq03TxcpSBKOYRCsypTc+vvUxRos8IMt8jg2RujlPKXlz5+/NJ6rSmrc71dzP9W57T5T1tNEReCGFBatk3Z43/Y4gsBac66lEF/mMq/Ltx8/ZOuvr/cQWZan5u16O+qJRGie6vlMU8rnl9vbHlD+9rtPaX6ap7Zt81TPy7z3o0UwQIW1YtHpdvXHy8m3fiUn0SVLs/56e+PgWotWfZ4lsneiu3kKGro7iQhAkrD9KIUo0g5/fbvv7aCingYGC5V1CoplmUtRLSV7b7CZgjIz6TSvzFKkuAWlZWIMCEKsVRMJ5yIgQnooj+PJhTkzPYMYZna0FplB2azP03q5XNAtM5jGVmNsbHJIaipMgBCzINETnpmRIGIQMXNERAQLgTIjAApwdxCxAO+Z5yQksaiZdTcHMQcD4RnhIAgTAmY9MzOHJSAiQQJVyWREsrAFJBgYPii+LM+1KhggMJFHcIDBweTkgRRSc/fwZHl4er7t7XrdfvzTjyqfJ1UGve42z+VDBqHuLd6ud4R/93iqjB+vfj/iVQ5WYZZoh8R4gZwYGM0gBBEFcp6m3vbWc9v9tNbCKYiivHls+z4VTaYEXc6qkKOVvfvWLEGZ+Xq9I+M0SQQTiwe24xDhtchQMy/L5K57956kKmY0Lq/BdF6XdSFzi0nC+HLR58fpOLbeshaJIOISyPu9rVW+uZyqBojkeqXkWi7XvV1vd+VcJz5NEkk9M51SaZ4rAsfenp7W03m53Y9HnJAkrKXK0ZsQZcZprufzVBLERIil1h4h4LnWh2VlBDGf53Nk3vxNRk8PKCNbt5f7lskKucynSev12Pv9S1d8vr3efmh/evtqSXuHH12IwqJWcSfzfLzUwvG2taPbwzIz89Gx3V+DUKbaw/Yj16ma9WWepqqU8Myp6rJMRTVJAuFuTBwJQkQGCERcSskIEHLw3jGujwEgMtMyAkRJfzF6iFB4RFpEEEsSeb6/FSMSoNYtE9ldhZCRxJ7JCfPeM1tvGWk+gOuakb07kBHBPFABxHhvqAPILbq5RRJJJm/HFmmic2Flzm5ovVWNIpM5devWrVQpSpmIxN46yNWzc1JVrdPSk4L5y+2LATAppYqwKotqmL283XSeS0WkFaUeQsJPl/U8abi59kTbj7cCergsBLy8bj/9/LIu5yP2t/urqoiUbd9b2Obt2A9pPtflly/3675LZVWhlvfD53mWSXu+uLqKX9Y1c/qy7Xtr272b2DzL8+k0l9Kt3W7bqguzIq1IZWCZqzBa2z4fwpOuhc3T4D/8/GOZlE2+vr4xsvX+Nx+/maRK2OPycNt3dwhwbIcnLet5qrMdx1KnHcfr7ZWIH87nSXSgvj0MKZkESsvs7sqEsGPQP5jEKUlRKCPcLZyB4imZluEMYqIEwSkpIzsREwoTZRgxWNQjI4GIgJuHsHSP3jsLaSkRwaL70Vq3KjqpRsAzmaX3AEkgD2vMmplEnI7dDIyqxc26+1jLjruqM8buIkPMvRRWJiR5JODmSRAmBacPyYHYAmGWwhbWI4XZLLpFYZ6KPE3lpOs6ne97swhW+VDo//D3tXd8fdv+8NPX19sdWuapFOGX3igpCheVteuxNyaZpzLIA0c7RGgpdam6zvWylqecfnm99dgDXIUmLazggoe5nqbCRF/erqJ0mUuRer3vX29hoKr1VOFu5/NaROZSuucff/wCzk+X8+W0XrfbXLjW+vOX+1w4Gfth6zTPM9/3++OiHz4st21vRxDNI4FSZTo9VFCfyixUerfHuVzm+ZvHtUh6xGmSIrJO6+H+5Tp194dTrRqRydMKo0I6z7ptR9v5+cNZRCbhv/n2u1++vny53nr3XqSoiNLT02VauIqWMjezr6+vU6nPj6d1KedpBTuBL8vD2/0qZRLiTDkO3479rR0/v957y/D2+Pjghtu9FX385cufW79fGN2t9dyOmLh6xN6PpCylcLqYyVS+bsfReiE6n9fX+7HdttNlZdT79W3+cApy4lznYh73oy0Aw4tgKmt3d7SB8kei27H3rda6lNm7gSSTRvvGKF0078wCYgJ5OFEyMxIBSzPKHGfp3hsJD0uIm2emqrbu5t56ZyZhlDr3cIUQvMHv2xaeGQBcSw2DWRDBw0RQijBL927jiE8KYHx29ta6c3djGLEls0e6w9wSDlJzdLOtH7HTXMo6gYQiHUL6dmtLmeo0WdunhxODKPX1vgmLQD2RlNt2ExYqCs1mTVlLxpv543rat3uhxd0teynYWrfgUohA9+vxut3PDydxYS3COA6zwOW81M27Vg8X8p++vCzLTKTrck6z5rRtVmf99a++//Zj//r1Ou6zIHBEmeQ0naZ5WudVEJGx70dvVlTXdZ2Ek6zltvJSMb+067KW87qYhcOnZaq1THWep7rtbx78ICvDl3l5vb7cu3dPEWFlxlSlurdks2b3fpRaTvVyOc3KDMoUdg/zdAOlEYZbcHA/xMzGmJOcBDAVuFQNJtrbLswOaKSMLC0RyJFwN0lJgTAlBoWLA4kMN0ciKAPUgyjh6cTEQHpmeAeqFkcSRdUSLUfZSeUaFExCYMAzMhObt26emd6sI1lLgvajVZUM9/DuXiwnFQSIBwUYmXSYlRTKwbSnntnM04wZrfthPSKUiHRuhzNHKbLME2kRFs7orQtLBp3mOTO8tc1sPZeFKtVI8HlSZt7X+vKaleq0nkhclV9v9977p4fLeS466YfzeZ3Kdb+93TcQuzsol6UWYU1ap8JK57U2j+fLWqqGP9334/BWuFbi1vYya5Ey8AKfHnTvMWs5r9PhgsjTtJ7m+nbfUuTry/XhvP76m2d4Z4q6lO1Y7rddSGvVZq27L7WGu4XN80yRhUWYpsKlMNyfH1ZVzsAcqpU8+1JEiA6PVLG0ecLDeZ60XvXe3YlomeZJ6cPDSmQvr9fpw0m1MJFwuptM5WGtog+n00qcbtvT+bwu5+Ydme4HcWzHcbveLstJp/lofj3uv/nh5eVtY27L+dod+95nrb0djxe5nJZVV81e1rbUEuHXUm83I8a86m3fD2/pua6ny8OkzB8/1jflezNvrw+X9W79uNvT6fT5ervdN2W1bjkXnUq/fbXmU6lVp/Dm3sx7UGhmZJg7SAmSmRkRiICbdSLUOiUQ4QkpARGyCFhoDtHALYFOquIZR7fovZQCJk8cvVuYsqyEiOhZdWRsnI7Dx6ToaExMDPPIIZeFEpEIA9HNRZTAFF5FoqhoiGnhiTIoD5USEhpEoWk2gepa9+j73iIJGYWZiZREA6UQ7WY3C/C+XJwkMuhm9+fThZWP1q7X+/PzU+97OA4jLXx5WC8fpsdp/uc//mG7t0Xrw3quQs+Xx+xNpjz2HWSfPl6ezquZZ8bT+dLt2Pa+796anC7zvu2R9tfffbAWP758/a3HaanumSTb0VRlmqdmX5Olbfvl4XL+8CwUA/i8SIk4bODn0838VKXwRFL6cfTclBcRtDSOlt6ZaSrlcV0eTpdZSpjc99j2Y5313kbnxCwtlrmKJEDuLWEBvx0bmNfTMpc5ORLBIGYGNCkIzEQUzIB7iBQS+EHHYUyCTGIhJhZMNKswEuHJxMgksKggMyKIOShaZoUUKenm1hOUSFBmEBFZNxItpUbG0BSQVKSYh1nsMGIefqpaJMJVRUg8iYcFUblM2rodvbmAWKYig45VtFZjAiFJ5H1UQqJHzqpFCjL33ns4CIgIQkYiIhNJ8EC3QNJSFgvfeuz7MVUpQcScgUA36/fWA5iKnlb+9sO0TB9a2CzMkcv5QszPlzUS22G357mU8nReV9Vtby+3yTKeHk7fPj9SokfMU/leTrf7sR0NhBRSUSVmggjWqg/z0iKmuYgyU0WmRYOjiLg3EOZpFVIIvv/mfD+sb00AwySstdTLw3S7V61T++ZBGd9/82EuGtFJ2Nzv183N5/kE4tf7W7MjPTLyfFlp/MYgrbUIJ2ZWqXMlQiYWnpp1ilzKFERvx3btdvSje5WpSpcIsGiSJ9npXLicPjydhRXBb/v933/+SZKWZQ5KYV9mCIv1uRZVYU9yN2YVLtM0M/HldNq7/fz19cutNedSJgv88rm3hodzjYzD6fOX9nS2a9uWWp6XmQr9+ct969QjTlV/9esPt7fr/WVnKgFyS1ITlg+Pp7PHft9U6e5Wak2EEKvUY+t2hErN67G3VwCTlHVePCLShTFp4SrusETAGZGRAnLAApnce3dvtZRM7i1CbdYSoO5oZiJIsAcC8PQEupmAMlFEM2JdluPYiSg8Rea9UcApESALU2IhQnitChYS7H0vqkWLEO9xMNNUJoYQcUZn5Fk5iG2qZEEUR+sAzbUSyJqJSBUi1fOsMO+998iEEFEeoebRTW5bO4jsvp9WqacFb8fDMiPCjoRT62mZFrHdj9M3j+69gR+m+PLTT4BwmUVVVdc6bdtRNfve7vv+8ZsPS5lPpb7dbvfj6BaG1MK//OnnRtVutN/aPe1/+P6vSuRPX1/+9OXLf1y+O47tbfOUeLyclHldNZQrzed1fVqWieHpt/tdwKXMJBR+D8c0F+Fw974ZgoMCnE8P583u3ZpHW+v09Pjw8eFBkoQVpbCwmQFMRKUKM53nWYS678xj8+GkVOukRYUo3AbfmUQBAowZpMw5dHgrKsKcDCEWEIlaa0TMRDoVJFhyLEqYBICqqgghWgeziI5a39HuK0weQZEGZObou5YhW3GSsnhEuo8mgh7RzXSUlDEL0TFyVswKJUkQQIzErNImfds2Zp5LjUwLL6yFVwIPlKqFU0JEEigs06BWZRwWBIqxbidKkDCSyKxn+DwtSynbERFJIIAP63BMtVJapve2O7iq1CLfPD18eDxTelXd28iu52mZWdgsjsNL1VMtS+G3bTvtSkznZTnXuTDv7mWSieW0TPt+gDiJkiAgrWowyTwzISEqIgIADJAIOClBxT0EUsvCTKeleGRvFu6Hd6ZSVC5R+/nUPeuzFMFcy1xLogYjEw/rbBkcoqSnRT6/fSbQUudaNGAWmUnCwVwTNKnMWnSqkUGUFsUsKquqEpMQt2Nvva9rPZ/nTBbmSfk0V5U61yUc1j3csa6fnh/TY11mFiLKAZlMLYREhgDMyhCzfS51Zv70+Dgki8//y2+mgg+Pl5ervN5eIyA0nZdZNO/Xt32Pw7Dt96LnTDus1bqyptP29e1zpanUKVq0rdmsBm+3+4fTRQXLopm01JmB9JjqPD0sb3k/tv2+txbWze73LSw+PjyzUlkqm891zoSIZgY8kYiI7j4m8RFJy6B0MEtRAvX0SM/wbK2rMMnYJMHH851IVKqqCgmkUyovkZmZkjpP2m0LTyaaqgi4Frae4TkVmcuUCMoEiFXVkfCihcGZCE5hvJcPI0U4CaKT9QAHkiIiicBCaYuynOaX65aZzZyZS0IR/ceXlmCtYMfb1+PD02UWjszrfdsOQ2CapgTVqU6ihbUybtvx9HCql+nhKCyC6PfbS7tLKtVJJTNAt+vuml7j88tXKcVi+/bTt77fCnI5nymazHNS/PTLz3NRC5vmyhnhdL3ZtNbtnmXF0/kRwlliN3Ozu7V72zwi32Fe88NZemtlktb3vW/RKQnu4WiX07rO59Py0O2Y5+mvPn530tpak1I9vCtnJCho6NoclScSYkazloPpC17miTKEoEWQQZRDkIzwpEQykTIC45cUxBACrXVOGrO1eHhSELMIuzuN7agIMTGRMDMrxlo0nAiZwcRFS7dkkKePU1VYIgIj5hFUWCw70mupkZkUwqCxD4UySWYwB6MDw+pFDIiCIZZldEMVpqoTk1RiIkylGiJSCKQkEWMLkQJfShEmYkYy0jLJeSz1U4gjpSotExEJ7V6WWooa6L7tLE7IuRYpFw+sc5lUkgjMmiZMR84cRKKRQQjzeFi5krKSFOjE8zGFe9Uqoqx8IZXCRMQSIvze3k2RYVORTI6AQd0NSCYANLy4IjJ85sUzA0QOMCKqoMzSAxwcnQrTPE295GHOiHkqyjoW3QwIyFlE2CLC/Cw16BKD35GcWRxoZlm91FJqkci1TknqSGQUQVZChoDXMlVSm089OhGWSZHExLOWiUWFMqhncGGuXFLm+hzppFqpMIvDCygyAiHMzNXtvVny3vqX12u3/qsP3356OP/td9/+9PV1u93gPE8VEzXz26vVRR8epma9d7p1s69vy1zOy0PrBgSYv77slZV8APYoid/ud04AQuSRYYa7dQHm8yRMWsQm0SypRIyp1M/b1zB6y+3x6azEcxURjvRMp0x2EIbniYiJwJIgFkmtIiwEZGYtwoKI6FGnsYwCMFcVYXNnBJCgiHCVkmBEMtKDFKSCUtQ9i1FOgqRapVt6DyEUylOdPDIyA5jrAqRIghAekRw0MEOR3pOZRYXE0yKcVUuGR8/RtwtMtXx8nvftMHNmlMr68fHyxd9e9qY5UfLna4PcqAiSS5nc/HoYF8uIh3UqhY79TqWs6xyUD08rvd6FC1F9224opCLMrMIt8g9/+uW296enx48f1lln+Ai2lr/9/q/ejvj8du29e9C//vL28Lz86m+/Od62H374ckDAOWu5TJNZ8+7LZf3y9ktKmSYwJSuu170fwVrutn37/KTKLRyCkgUTk2ZQn8oiHN99/Pjd43fR+p79PNeZylwLCEg9xJHs+X6GJCdRqgqiOGIw7pofHx4eI+DhHE1UCRTwdhzhLsJFhZlzlLISmCnG3pNSWEQ1wotqwjNdIMSSTiKSlEV02NyVw90BJVFKHxMuBTIBqCQ5RQxbXsKiZ/J46wnDnRG9coz7L5Ef7pReCIkgpvEBdE8WgWRScPKqNQOR3cIkskgGKAEiFCJLMImAmMKQyIwAKSsj4QJCClIykxiZ5i5LqURUlIvMSu5OpYhBJ6EiHMkpfKLCEXUQ8sEqynB3LwQwCbO7R3BoCkSAJBDTWKh5IkGixAxmZiZmFhreaxr/eEahCCKGQoX2PYAAJ/FoSmZP52TJETSKSBcRT3dLZcnwIYxwSGXVGlUpARESAhLuXQYeLYOYCrOlZ2DVmpzMoqQJmFsShgYrLFMtIgKCJBNqR4ASRkrMhY9ohUmTPL2wMkmCQeTIzAaKUeNay4yMrDwmmIRTZiUFJbGMuRsghzcz6y7EZZ5/+PL1Nz/8vMyrB4X71uRlOyjwsMx7j2at33pw3iUyyRxfvhx5UVRcb4eTfXhapjK1wwtNCk5E9DhpBeJ27ItIROwtuodMsvdtcdlbO6xLzakSkSjJP/zNr4nK3vo01dM0TZWrVlUFQoghiHSWpOQRT8V7/pmEWYRBbkbJXDUAqlo8keYZUrmyJmnU5DSkA+IY0gyi1tIyyVMlE8XeY4BcRKdCOWHvDmbJIC3dwqMXlarCRJCMiCDiEHNnyqJai3hEAKXWU1m9te4H5nocPNqiqlIRFVVbpv3wzCAJLeKPl/lIRwIMZri7zoUsqkRZawLPj6dFBQHzCMrbvhVVKG63o8i8b8fr9ZVI55n3/f5wedjTZInLw9SSIDItwojm8eXrizJer/fX+7EjwUrgX314WNdytJeUABjhlHnbbqXg6bJe29uy1GlRqXU55aLl9bNdTpfr65VZ2m6jFBfkg2SnpJmm9bTUc7et6PS6vRURoaD0YBHmDBfmVGrmLBUR7kckgWFpIFSpATAsYN27sqRjO47lIsxwNyJaltnNiAB4BiigRYbEliPAkcPkzMycYLMIykSCR9rUCc6DFQswD2ILETEBzAIQFURkpqhU93B/j50yswhHuEghymZH0cJJJMRMMaAvIOL0cGEFksgjk0NAQFJR8XCCZh/XOyciz3i/WTMlmgOM5GEnJCTen0JMnBREDAQTIkSVmdk9EinKK7ObM6Iknc9nJoqMTjmEWCEEZSYzEYOH7iwqQ9MlgjAzWJkjhsQcUkTAgWExpnfnb7iSkMA9GDFI8UkphQGkkwp7JhOBPCmIFMT+3ucZ8EhQhCfc3dzJepCUeZpLKZxgJDNUKMc9JoeIPFbgEUkyPMUqhRnpxEgQMkR5Kawq5kEQ5SEaEYEikxKZ6RSWkaN4nUI5x3ccMsZwJhFYa2EHJTNzEjILQXNElb0xExhJUJKjtXCMWcwl3u7bdt+eTg+vtN33Buh2tN0tEQrpmy1TeqGtx9FGrC2qTuny8uWImdOZlOLwUlSVEEyZZZKiKVLNfLu1Iqysp5lWAjjh5hbM9HCehzNfwEX0fDqDqEiZau29mfusWoqCCSkkCYi7RbBqoUExTrhjbPlZVIlohMhnuveDU1IyHKCSiSpESc6RNEyvSeRgUimF2CUy0iNUFMkIUmaQMdMyF8+UJI5UZndV0SqaCCADDuYgIgQGcBtURDJSNYkyWGAlk6VW670ykbIIE1E3d3ikVbDeb9v93iNomgpHzMsK69evR10LKHqP82Wtk0yl7MctHHVSMI7WlpxB9e1tq1NdHy4e2I7mSAPBM6w/nBaSEkHR2t3CPcn5fhzmREK3l/th+eHp+bxOGb31vUz1+Zuzd1yaRcQy18fT6vu9H/uHpydVZY7b2/3p6akdebvd6zQ9PiDhmVDRUkQY0S2dlGWq8nD6mIYdu6mspURmEnsCgBALEyiEhZmJ3DyQOaYRFU7wpBVSaVyMCCScAXCqltGNqjrx8LEza8p7zIVE4TSCH0QJeDdmqToRZSKFCuMv6zEQiEUISObRYUXMCohQsoSlR4LGUpNCWDMFSC1inixlVCpNVSnS3f/i3iMmgGKU1chAfud4fYIEUYKZMlSFkgItIwkgpohgUPcOJgYxeNynEBmZDBoG7ohggWWMCozISEoMWZYhhcdyDGARydFbklFURVgKt+bH0fx9bsfwy7wby/EXsz/RiFEYEgDl+9k6nAtmDnqvNiJKyvQgIonxCAMzM3hYzVPG32Sx9zONaxnAXBCUkO3oGeDMlIwB1RqvSd6H4u4ZifDQEf1xHxZg8KjJBJibvy8bmbUwZVJkFCJ9r8EBBBkJh6qYhQURDcotJpaE/uX7Dptnfb/PgTyG2pjjTcXJQewZAhnDNZJBVEqdKcO7QG6v237bS2XqvN2bMi+KieQyn8JtWajMet321+vxcu23+z6fyvN07tEzMyiJ+W239Ou3j0+W8Ii5FlC4x344U+HUQuD0pOzdiUgJRWmeSq1FmIW4TpN7hJswqYqKZM6FFQgWTrBEJqKovA9nDCEa2wlCAhi/VCYgs9Zi8EDNjNa7CCg93EarFZFkAskiHKPuChRAUIzeORHOTCY4giJU4n1lnFlUhIbx2QiBDEEig4jAZAEmdvdBuwecECykSdZZmLmkMAHORMOuzUwIJojuR97utmUePUqR81Te3rar4YxcJK43K8lSeC6lm9V5st1FeNJirSlXlYqgUuThXPad2tHD7lKEpSiXufQEljLvduiS3sObn05n32wVZZGHp8vX119UqOrsZtOJ1ygf6Kys53VZFrX7K83Tw/mc2D14u9+bX+/XA1BAnh9Xs30/utS1lIUSLOhhdameR9FlrjVQjmN/s51letB1BE8dRMRKZN5ZVLkyOhEinN5PU8xTJaEMcw9zl1JAgr8ElEAkXDMj4EAoSSZnCgkDgQCNN1+OfSsIzJIiTDRur0x4J8bSuLaCGWlJzZIyBQCxkIAiqTOT1tFsMQzyUVQJAmBWVSIov+/NxoGfGZzwHhEqhZJB4+GBEYMBJPP9OM4o797thIfliHCNHTjxOJ3G230EcxOJVLdEEgtGWeqIGyAhVCDqYcqcwBFWWR7P53WeplqJcl5mInm73X7+/Mt92y0cIMI7zmqo10hEBjmSySmJAY9ERlACGcgkBzJDVImKe08uSZLe040Zw0aRSZRlHFPMpDRg36Ey0bsFRxjFcJBkUlhvoCChcBekuQpjuDu6xdDKE9EsqCQEgZTxSEtNRAbAQknI1MIIoaCwBIGJOVPGdiyDCUuZQ93TEspJScrERHB///8pgPGGS2JwpieCyICx+qSRfXJERDJzhl3b8eX1NcKF9eqbHElh4f1xXb7/8LjfNymkpe5HO03yvJz64+nzW//zyxUdnx4W0fW13yyJRX7+8tpvr8/nBVkz0JtPtSRRhClxP2ySOs+ThylrnfU0F2TMdZ7nyVo/juMwn6d5qqXUQkLKqlgjJLLReKyB/D0lMbRyiBSQujmzZ3qMOzlLkkc2ZTCxJ4pWGo1AxJbJ42hzHod0MOWohqEc94xMZ5FAIAAeRA0XuDvASkyMVGGQZXhGMgsDQ8GVJASUBJxE+ZcvEAIEUyKFi7Ai2qSaJKSo4uFOBN16Iw1pvG1767h+uV+PXqbqNreWRzOZNbo13pvb/uaLFnDmkYsUQ4iKCG23PSPWlc7LiiASCcbR7X491kvtfqSkhSxL/UBs9+aMxw+Xvzpfvr69SpGPHy/H9R5Z1qVQz7a/fbm1r/f5b775FYS4xDTzfg83X5ayLoq7HT1Oi356Xo87Xm5mYcgsWjL9Zdv8FsLcgh6XS/SjzpWA/l7crXOdHIYQSx/Oosx8v9BB3jn84waamelEVEoBmJPGWUKEgKczEw8yK5gTY4xI92PAmTKcsoApGfH+2UuGMzKI3tFNxNbBWpCZ3vcwhlK4I4hYpRIJyJgRYUAQISiYWYbdOkyIwjPGUBPJrB7OxJyigJGNEiACOTyFKBOOSLhAUjk4khKRCbBkEkWwaIy36BjGAx6BJIDBRDkSDPkeuBn5iEREMhLCSImBook+1/nxYSXK01Lb1ns/4DnN58fTea7lz7+8/Pzla3RTEQbn+3E/WswMmaxKTDSGDpCHZdJw8iY0siE6U3EoB5g8AAcinJgUVUhTMsklhQmsmhEgB8Y6RQAIVHmU7BBAboijE0cygEhmi9y7m2VVZSE3iYwePsrZB1edKEciyZMyk+DmEUmcFB4McBAJY8STEEgCkYgysXkgghCEZGIpnCnpDkpPdLfMoBxjEnt2pvfdO9Iwli+U7gZPJoDFPaSIllkp5rnMVQT8sMy9KtUQptuVpolmlWleHx7i4WF+e7vNCkdWETV/WNa+eTN0isRdkk5lVsnDQJZv99dY9HzSIiksAgrvmbJMCwFmLRC16jytp+UixEwY7sBAEJhIPDokwIClcklk8LstBunMbmGZWbjkiHMBI0JlcScqwoh0CAjE3kHjYykWXIiRGWHECThBiSk5EUBECsBBQYkIJKgMiA85wK6SA7NMY+NNnI6ERWRSQYhwFBJP04SA3+U+YstgqsSiY8iSBDvBtc6ztcOdxMnMT0v59O2Hfuyvb7e33Un58TStsxKQQSzFwFXKsW37dqDMpfCyljoFCyGTINPCPdy913m+7dk6btG0cvMjgjkIQsuyIEPIj30r62xuGbnOl9NU5xO+/BIvW/vx88veY73Eea2f376s03xst0Jymc+8hsyks7LgfFq00LZbb2/ICYlt9+vter4sb9fP/bE/nc9IVK1VNaK3HkQoSh7vY1hmJjI8aSwgE4mRFx0f6WDmsYMmWLgTxDMhOS7BAbi9fykaWefIQLhDkiUjwR6ukn+JrpCjp3CGMyWgEchIJs5MjwQPSJ8B5JGZnOhAvMu6TIkcjpCI6N0yx+YU7xauzGEZocQIFCZSRNwsMkDExDnKwT2SPcnTPahkOiOUK+A26q4w9u4AUQQyfVLOcMu0DNHRBw9hohxiQASlp0kkAdf9eFr143n94x9/+unLy4cPn/at761t2yZQpO/t2NouMh3mf/0331wuRYnDOCgwpMtgJNLC3DPpOGyo26A42ubNpkLzPI1PmiqpkAozkbkzSTKBmCmGgycikhzONUnJD5Lm+Pzlp1OdbG+XtQqTrPN6mm8btsM80qUwa6R5WgvnRDgzWMAMaWaJUOakAHUmSVBvxgKmsEwHM3GYE0iTOEJUCWxBERwJHVIGqaN72FjWCYs7PDGeMgj3MGQylzHmZAazJDD8+J7Z04Z7YdL6rZbbfb+3fV40e5/UiWk/+lRqbxzUmbk3WddpnWqtVaZkzmlC23trXdKrqMC/fToFZiGvS9GFT9M8HntrKSabFq5T0SIeRzi1Az4FAdZDpBSVpOzR93aftBRVixhv+CI0zE6UYeFEmhhrWESkuxFk+BFBFJFJ4eNJRkkkvSVzFhJ3Ixr62vB3ZUa86zAJgkQkZRBIiIAcTzA3A4jBAU4EkfRwhOtfGLUYD28aAARGDn9RDu9Wb66cEeqhRTO4R1K3AMn4AI579gA/WW96qivX+rvXn3vidJm+ez5/9/xgb9NPlV5v8e9ft4bpRLjfbyzCLBAwc6nTbi39EGVsdj7LNNO+2cv1+mE6kya5H/22Pq1+cO923PbpJG/Hrdbp7XpbTnFS6a0jsB/betbptIbntm31Uj0tkDrVFn0hqcv8dv26ERXRQtT33smnuUiFu5cyPS2T8LYdWyDdtci6Tsjok5beew8vLBxxNBNGUbIwOCElEkBSjnHzfXNBzJFIYFAelBVIIM36IJ8AQSQZiOgiERkWQDJTIHxoiO7JOm6UEe/vACcij6RE0vBapQoQbJHunbkMJRfhkTRiX5YGcKCFNRUpZRouKxHJMYsSxk5pzP4Ahbs7imimuvcYKi9zJg80xlixAZyRo0ualcOSKMeyZNQIj8g/Eb3P7JSgfE+ZgTLg7kPdACDju4haWLM21xKehWnS6b/9T//8u5/uf/z8Zv6n7ba1MGttEfr4ONcqmcfpdN52f7u+/e3ff/f9rz5wBiJfr/569Ze3tm2bMs21CEKQW8+Xt21rh4Wd5vrx6fJ8AdxS8nSaUDWYWWS8WEOXKgwwOPPdjZvkxuGhP/10/cNv/n2Vdvr2onYv0/z22n78XXeql6enb779dhZt5uYJ1iLT3jdPiqQxIiS4mYFSh0CKZNFRHgwEQOlo1qVoRFAmc42MCBPWCI5MovBERPDocIcQI5BulkFJGREZHmnjmTlk2aCgMSJn5BhgEySQoMz0dEqaVJPq3s3JJhEtKsTzNDdpHkmqx97MnFZhxlIlvSbTWzOthYtERISrYtIlzScmEe4ZWzuYeL2U9fz8cFnXdSHyTPHNjtZaCyxetFapOap8kfftSsvsUYYSJoRwEDETAA4EIoUwfCt/MRB6ZmRS68EIUQDkTkQgIXf2tLRAUIarasRAXckYByMoM8AUoDQe9myi9AzL3I+GI5Z5ba31dszz3Nwoci0VmJBKhEyKwX5NIcqi3M33oyV69F54QVnMMRWdVcxDCETCGCGhjnAiVq1CrF+P49fPp//93/51krKk5/3L9et+My/l8ZFf7lt4v75ZZGiVsPb0eI7WdrOjt1pxPQ61TNKgtOwyl7f9WBZmpu1oljnJwiHWOZynUrToNE1E6Im0KFqabXv4uki7H9v9SmWNksn29HxZVYiy39tUZN+OZZpE9GiN5ingylnLNC9M2UD9fFn3e/vyuivrWkiKIqg33+67LNGt5L6f11XL6MYNgGPMtw4ghdKzs+hY3cNjXPwImhnECULzACjTaiWAM8OsD/2Ik8EM8hRye+erBQcSYI7x6EUShYV7BosKyD2CfLAFwq1kEQETPDwAQvrQOjNIOZh6WmEdHiYmTmQiWMRjhKgi3IEE58gRR8IcSYBwuAQNqw9FZCaIVDQzfUBaPJJYQA4KGtf4sekiBkLZUxjEmSGgqTAI3bpnKDEPM0QiABYkQJkL4n/9p3/+zR/ffvfT9cutR8CO+3qewvq3D5ePz9PlNEmc15MS57HTj7//kVAO93/9t5/ebmlJpdCHdZ0Vb9v1+XHu3X73hy97lLD2X//jX0cchbgfm3KellM2A8kO721fT2v0VpbJ2VhkhJXdDUzC9Zevr7/5ze/y7eW5puIWt22/3Y9Xue65dd26H9v+r//6+2+//fgf/3d/C6bmUaVOmpEwVJYkcAAkkpHMpCzEGmFMKUXC3/lcRMRjWGQGUliZ2D0QITQ2c0oslj7GF1KyDLOGFFHOzG6dMUTz8ZXe54kYUysiMplFeQAEAbCKhgPmnM5CpRaQrvOiUiprUIkkP0v3BhIQw2Muelg7nydOru1IZhUlAxLhNlWdlmVvfT0tKiKUDJzPFxVJWDe3uM9LLrOsS611Up1VdBz+yTYAseMnEZnNg4MirM4axG5AIGFaeJRXRwQyw9M8hqufUAmKDLNIqhnmkRQa7kREKDz2+0zmjgxhAov1iExKIUtmtN6SuXu0/d57t3AmVBRCqIooeRqoJNA9CZxBFBBW5gCklOh2aCUitHYnkMckEEkSZiIFghCeTjnWBKRS1FpDnknQ9m33o0U3oB0Gqhw2TxOjb+24H3Y+nc6zZlhEbsexO1iRGWS4Xy1ZilIpqZW18NY2opJ2ZM2W4iDrjAmexoo608Rls9YPl1LmWkGtrFj4xACRzlMpJbSIm91bX6U0axZbn0PLcO0Qs4Iy4mDK82VNh7FBeCmLFFzW+np95SosNYOcursfxjVqWjCojE8dZfwFvCbRQJHEkhSQ5Pe52CPMg1iYxC1UiJgB5hxbUc53CBBYWIgNAQgTmFNV3BgZGFveZPc0t0o+5F5Qjk1wJiI9PVkpOYWFQBE9MpiEecK7ZYQI7BHJJMTD7pDEYUOcJARhOAbILdKBDAbJeKkqBQRSH7gDGdyWBLMyJzEwimEClCCQubGSEJilRQZ4uImqcgpSTBpPXGRoH4BFL6IC/fLjT4/L9Ic///SbH+8/fN23I4T442n+cJ5f7/b57dbTit7YME9FJwqUL9f4n373v7XkMq+XdZ04LzM+PdU0rzp/fF5ebh06H1tfCi8LvXw9Hk/Pp5UvJ/FmL1f77R8///nLAcLf/er5P3z/aZnq19c3q/O8SJJY+LG1n7/c/+2ff+v317//VFe1UkF5rOf168sNEeeCy4Kka4v++YetX1//0z/8/enhcnRc1tPWLFMJAKUIzVmHwkzCRTikwGUIopGuypwy7GLDDK4sLLpnc0QtNDZ24+hs1i3TWZWIzI08XZQxdG0GOCTBIpoI4nB3IkgiIpEkKFMVEHfLQHTY3qyWUrjWaRawkHhCp1l0bd1Flr0fJFAi4gBxD5wXTFPd904JIfakZubRQblO64dLTUpwMoEpSinEGjBlebqcv3t+oiQRlKkyq4yJnJJEMdhuIhno3apUEragIDI3txTlUhYd7AEfsI7OiBXFIpHJLBg+6GRQps9kmZyRGRGsTMnuncdPmAVwURFMvXtQgnLSAoS5n6Y6V21+iPd1mtapAGW02W/tPtHENGdwpKkEE0SUEIAvRSoPLwedIZZh2SgVoqBOGP9OhLnwAOG3SYt+93AWix8//3JNtKPXaZpqeXt5gfrHD+dfP537vk3nhx8/f1UJQqrovNbjaNQwTXOdywzOiOOtbZNfHuRcCmdMutyvd+e4R7+cVh3GReFETFq2tzsWXk5zZHApp3Vpt9et27oU6tY912X26AZCgQqPJcTpdGKh2+3tvM6sfPTdwprHMk1Kus4LhSZPc5m0MsK/+fDB3EW0FG5HU66SU9uNa2GVsch436Q7QVQrWbSMyBSQqAoRCCKA0LiGsmSIvBvVkVWIhcMjCaxSWILgqjosXgQjIsaAt0CEEamFOrlHOCDDokVMYASDgoQzmFkSgSBF8UhSYWimE+KdNwhmYmJS1e6OdGE287EaAjihNlyA4Aj0NOJ0D+JYqg4jVBCLaCRJjprsQkgPB1iVe7OMEGFRLkWIYK0DPHyxRSUIwYUnqePIJvLMmmUu9f52/L/+27+cT6ff/Pnl9dCW4gQIv3Tbv+wdkp6vzqUIpZXG7TN6upYlPKZJz8u8ViLfnx6ePZrE8enhWRGFyMK/3t5eGO2fflfNw53l+fOXX779cFnm+v03D1zs9z9f/+ff//L//dc/f/98upR8/vB0eVrPj48//vj5/nr93W//cCn5zXf6WAPwDx8+Hof9/PmteV4u8zJXCv78+Zdv55im8277T//+h7+e/m6ZlyPs4TSFj9olFaEUyUxKF4booIsBSUTMxBaeHhnBf/kvE8w0FTEnUWHKsMyEEDNxd5MMFk5hAYqUwkwpPfoYNtKcU2qdkNGjJ4JVABvLbxFhUhHqvU8l13muWorKXOfBZGOi8t7YlVOhKSoLVS3Ro5urzJE2TeWysnVDmrm7124W2ddZHtYFw3iUyZwsyESgCItMUkvpvVOikMq7A5wsIykQOowciUwhRLCwig69VJWLiqoKBRH5uMoiE5ZJIHaPjChamNnNQAFiDyKmBLuFsIDJgXRXZmVJYoLUWotytz2jlzSZahIFkoms9+O4zXNJYJoXOzoRlUzzXrhMU8lMQjCFSJi39D4r51QP69u+o8d6PgmgmqRIRPQWie5BlKUo9SAOQSgVZeFvPnzQ2/7n9jklzw/zN49/9eXlnpzzKmtZpkn3NizGsm39w/O8rkU5tDBn9G7mmKba9v4ljkqTEO53k1LtOK7bUab+8fGp37Zr6+u5lpy+fL1/uX3+6+8+lgrzdj/21vrb1ogJ0W6bPz5cqmiLg0tZVfve1rloofuxW/o8V7MQYfeIFOFawEV0mubHqUriODqQy1SHjY7HlRZatbR+FJ2IiYgzxmzFNGzbTCrFgzL5/VnJFA5hFeWInoQ6TwAR3NKzo2oBdeHMjPdlNIkqmY3lEbdmnCxCZh6eRYUZRaS/07FJWYqItRjtO+npbqqSFJzEYB1ky/AMJwGhMhNyYKzHM5NFWJLSxxWSSEsmjds1EwWQ6R5OPP4QqgCgpFrkfrSEFVWhYOIEZTpAtSo8AuHpCS6sk6RnOjIQSShSkDUTUMjYoFFOKEz0trXff27tp349qEWqDFw3OWjvzqpSS7BaEkm5b05c6zJbRC18XqpSLhUTT77voPa4cG/7v3++/9O//fLbX7Z7eJlK2PFfvn/8619/+rff/Puvv//w6eOHfW9ffni5X4+nZfrV3328vr79t3/58Zdreyg//OPffefy769ffvm41gvj2xMtaBTT+vT0b7/7M4I+ffuN7vv1esugy/ow1TOLX99eUidq9PLjH/7xv/+vf349pNRgb+TMoSIgZBJDGBnpQKgKgcidKZnYIoNG4w4DFOGMkMIqnEBmaBH8ZezZj8NhgSTBxHWuCxMl7dGdGCRFiZEHhUspxOxDgqeeicFZU9Vw6CTzXJephmdGVK0gOnovInMtSAhnjhuESBEN8qlQIMwaUwJkBBLx7gSOpL3vVUkLFVGAzWMY/yxciIkhwhrvX7NoGYhWFpW0JHKnjPcAnpTsZoOLBOalTgwuJEPrAKDMAA/02mEtmUQ03YmQA8GS4RKchEQy8bB3s4hQtCMcupxypHTSRUmkWPe0JqopFObWupJSLdOozRIOYWRO8+Rpbi1BtchwYbNEeo/YSjmRSpBnFs/m1qQURBdigzmiW7KkCpkjwjJ6t9AZNq1VIBm422zM+3b77vuPs8bv/3x9eXt7Whfvba7aWyvLw08vt2mZ1vOM3BnOzFnoZb8Fl6Ll2Pvvf3hJgVD98DRFUJV6vd2YwD09g0Wub9sRcUTcbft4Of/45y9H7E/rgx7ZmrVs192a4+N5Pl3mw1qhOdjM7O3t5dbb5XJBoEjt3SipZCnEk3LEsffOk4bBI0+nWZXP82TdAjTqyaqWZakkpVsjJLhm6ojSR0ZQKIkAQUmUnElEzsO07AlLFlK8w64CIZ1lgJmNQYAj1WOk/kc+U1TILASZHs0zIrWwQsAFEUhKcC1VqCPZRxo33T0YlOQOIyJJCveRajI0hY4dgPUUYbwb8LOUEiMcTgQeNPsA0WiBNwsGMr17QkREkD09GN2RkSYYPAN390QQhIWGihphUGYOAIHxA4Ewk1CzNjbkrTmLDH/VcTQq1T1VM7uZt2mIVEThXrTotDDBur+87Cz84WkSEqmlDu0ZfduaI2bB99+sl3P989f9//1vf/7jl9icRHhR+f7x8rffnZZKnPT9t89CHmafPjydzvjhTz/93Xfzf/o//qf6f/q///6nVzP7ze9+/HK9TdIff/34ONNUwo/jSGZzqaskH/t9nnVZPn7+/LVMxhOv5/Pr4ft9o3yjVe325dvHb35+61qqjY093lF2hBE5sQgHE7NU0d6dKIhkXF5LERYJT+YcAiOBPJkgLBLhIpqw+74ndF1WCs6MZBKmqkxjOBIBpXVjiBQJdxBPdc502NA2PTKFWRhlWd2itS7Eye+2CmYwDc0+lGQQ+FhG+RApaYSBoKqeoRAkHBRYWJKkqBYiArsjeeT8wpXKuFK8z3nKThkZTMQszfbC1QMjDYj0UqeIwLuHV5m0CJtZjlwBhpOURSlL2dte6+TIRLi5gksRC2MigPuIbFNKZhHKytZbojFX846MdGFVVngQM7hIpBeoqOQ7X02TGQgVIZEMRxLBmIlIM2HeWWhaqopGUGHVWalUH7hED3K3NANZOllkcg8vhZ0MxDoXYZIMq0qEeLpcsh2/++PnWfDhcbn37Ui9bn1d19Mps9NlWu5vu51KcGbv0TCvyzffPG7HvUUrdfr809eXdtR1koXhQZJ9s9au61TqRK/X7X5zmfQM6YMslNFbmpqkNQOpzoK92Y/X7W/PD6XTL9vbeSnzVOHRM+apNDdwlFJOusITwp5xHMeyLqXq9XpL6qxVREWKYLjSWJRHtp0oPExYVAqIiTPhDmQyCKSM8HcWIKVwo2QBJ3MgifrojCAEDbEyU1kDw40OJh6lIYBHGFBFcgismezJJQREVbRIdHeVd+k2kawJR4RkZpC7u6oKwdJ7engUUvejeR9CcKSRC/F7MpcQJByRQsoEpk70zsqVzCQbB29RweA4Mpv3wqAgdw8hRno2IIcWARHEuzfKLXyYU4gFwmBKMGUZWQzCGO4ywpMs7HQ5gfvXL5umJGWLVJXMJK1S5lLKdmy/fH0hyIfzs7AwpVvrwWHeKJvqZc7vnyZ4/+GX+H/8059+2TKliO3ffzgtise5Pyx8HNvDUyma3a1omaZ4OnN7kael+v7y95/kP3z8NC3rn37+/E///IfPP7f72+sJshHPa314emjWn54uLy9by5DMDx8f/+Y//u3vf/O7zz8cb5tN8+X2ZiD0sN/+5t/+8z8+FZF8R+tGZFAmDRtcJpi89b3Huq7E0MJuKYJMBjNREkWtMtSoeJdROcITKaS978I5T6WoLGWKpG4902qRUmZzH60ktaxemruJCpGYOZMkgQt7wtMh4CLMxJnERKVEOhGp8jAWhHBQjGI3jF3QSBwlDXnHMwpJYWneQcwplQcJaNSoqLIi3LwnQCQREA4O8kSQKUoBu1DCkB4+VOZkQUa6dxGdlM3jXVcVinHvfv+8vKfyANGqBVor747wUIEQShH0LpxSSuweBgEiOhGDhYuMDI33RtkTPMmiAJQsOnuCIKr0rksUZlh2pGUIk1eKFsTvXQcDN+MpXqbqHklpHgNLoREtYWBV9L15qkVPCjPMqaoaRSxDZ9brtq3nlfmYil4Wvnq7HjnP54fz+fbTvYdvvcHltM49Y16rI9NdVRnwwH7sZbl89+HDL19+kYnny/Tzn3u/++vboW7KbJGNDkYezg6beCp1ioxFK7nJxMXo2HYpmZlKZW/H0X3r/XqtpfvL7b5OzzuaJdVaJaVHF8bDevq4Pv3y9ee3t7eqZV3Oj+v57fbKoO8+fSycQgVppaimDLc7caRHIAMZ0YmhUjJG/hHvoTdKSucR/iZ+d7BnMnFyMA9jQBDnX2xJkekgVh1XSSYSzyzMmZKIMcpnxEjUBQNEgpRBIcrsbgylpEAfiaz3BBXg7iSS7pQoRUccO8NAXaRMUtLDRrQ+s7BEumcI80hxgyzT0ztSGcrD70AhDO89hRJgAmvx7t26qo7OofcQKpJpWHqHTXiYAQOU1iNdVCsPES6JWTM9KXpv7m3Qaet6aruNGKlljERAJO7X++1+o8yH81wV3ndoGXcUKuzeW7vPjwuJbB3/+ofPX2/Us/S2fzjNn5YpbXtcqzJz5t9+/+1lnsEh69zbEda++3Zu+4vQt97uy+n03cf124/693+1/OnfP/txHK9fEPLlZ//T5z+eLlXlupwf6jxbxH/7b//2n//h7//LP/7Daf3jP/3Tb1nFCK9b47d2Pq+MXorcuyGhLCTi7kEOph6mKqWU4+i37VZqUdXM4NG/RuThI35StCLeF+TEIEnrRsmqHJGlTgxKBIsqeGCDlNmE3ZOQw0cPUQBMACLCzaKWuUjJ5EgrA54eKcN3HUxENlZwnMQxnMtTrcIc6e4RYwy1HOUxlj7YTJlJEixMHMC7ncWdPeIv5zL2drxet6UsqiVH9E4yIiP7gE39/PWLAI+Xh0HhoZHlIWKmsNHT5sKqpEf4SA8OKggoaoVqCqeZswhzgIw5HaEKVW4eJEz5zpeIQO9epmrdVADJgAkrJayb0oiB+IhJElFket9B3cDNXMrYuTARzEYpR7CExb5vnaQePSjzVEQJoOyc3ruFMSDMLVxVEdzdoRSeej5zQZWJJl29cKMuFU9lUeR+3KaiU5mw5On5dKp8j80t7lsPIXU6zzqrUm+vb18nevpweTiiny/lmz5/ft3a3iLi2npdaq1ETK9vO1d5eNK2H9fWvnk+S6Ge5iFFeF6K78fb60s/3N+z6ni93Z2odSPBdhynZd33e0quy0UKjuN2u7/yVE7rKZN+/vKTCn/z4SODBZ25RAYLAUBEEfZwy0wkKyUopPcwgWaiu4lIRIoOuEYQCcYVlgnCmeZuRBPDw/vIKI+pCkCmRybnQFT0JEqkCA+SSiIllYbelr1oGZkFJTm89wgh1xSSwe/KTEfScPHh/bkM0LA9qWcjoUD0dCaYdQRVlUREpMiIBRITdY/MEBFKCpKIPsz1rEyMw/ZRMAdneIDTvSNBPN7+A2BBPdI9ttbCo5ZJVIiRMEIS6rDfgBgjCMZcSp2nMil9fbl2dyoqoQoyD4soEce+taOZ+7oudaoxQrGhboHoReeH0/kkpoTPn68d8fN168mHN6I4TXk+sWD+8LjWqTw9nJRFkaK0HzfKvJzqh6dPv/z0owD/+b/8xz/+4Yf77bUUfbw8ffivT3ZcP/8y/8u//HDbt2++efzu+2di6RFUJpA+P+e//G//+vCw/Od//Id//+ntN7/9cj6vIN9aHns/7m+yFGA8FIOSmWi0Q/beQSilEtO+bwlJpGeMcFVkBPKdpNehw3ATHtlHNDoigiIxxAAGktKVKUkHJUSIh6vEw8EjxAQwiJMBEQEFw4ngICKKGNjhgWlwIrJmoPRomhNAlr2kIAfUJjLTfaS9c9hFLKKqevYIF6iOMnO3yHCHeXq4gFl0fMSG2dHMApAgKdqtE4JFa5XC0vohIiIDJR/uEUjRAg5HxrvrmiJGRmaUFViPzpWkgJKYiBCt9SQKxO1+m6c1IpmISXvrkah1LkXut6u1naYyrzUpeowkxdH6sZxXQ/J4YtDALmp6s2ysGhxJ3eGc2swCRpzy/7cc29v9tm3H83k9FWWVEPhwXvYuVIng2Ts8gzkzIvXatof15J51nRH2w62dzucnkpK4N1t1LShZY12Xp0VPVX/55fV6923Lh+eH633n2JfzOk31p68v3z89VmYJ+/55vV/3t5ddqGwtamsfn5f9bsduVaQWarfDo/98/ZqYzbx5PpzPpeQa0ufq7ajEENyPg4uIyG3f52kG6LbflWOpq1S5tevewoFaZD+2fduXcz0/XpgQ3aQosyA4w5OdmMBKoG4HiCWZiQwBggcI6qO0mjW8MzgSoNHOG0OZzXFdpRShjBz7H7wLn2zWIEEJLUpEHg6iTE5Kz3B38QGR4XCzo4Gleyg4EEaW6dajlMqjbMbT3UcSykfMbrhYMhgC5sHlPrxX4hFHNfNaJlYkwjIJGukgQjIzITyRKRmD5kMlKXo0FaYk74c3b3YMQaVqSQmGRo80I3onRCER6ZzklkiXqh7xnjHNUa0wWJzK4LWSUlz3e/dkKet8ikrb0TIi4XXWiac6z8wSnnWqbr7vR5EUxETt6aSevaynX/70cwsGU4k8TeW7p/XTQz2O7dM3j3NVVYFb7969r/MJ6Spxnk/9/HB9e1tPi1m8fL09PT8uS6lK3kqZzstyXtb+9OFc1/Wnn18+fffNb3/4+r/+yw/Pj4/PT6db0P/1f/yX/9v/+MPt1r77rvzNrz62/cagfhxZHU5cSiR6OIgIyQRV8QjJJMY0V2IegkmEU1KCR6EuEad3SA52VrghycyFhJn8PTI6UGH5npwlstGFAMphyQ+IyEgfqAri3Yrfe69SRNQtwRlwHvMG4ElOQTzYWEnEFnn0VjjMLRGR0t0ojYiY1ZOadyZKSjPziDJPAQq4mZllJPXWplKIS1GlTGLa2kEjFigkUtK5ua2FLqd6HH3b21Tnnlm1KJcIa36cZoFIt8NiRD+cJce1McFa9Lof++1tnZYAmDgztu0I0LTobb8WrXUq3h1Els4pVEoi7ve383lJoQHdYEg6Xx7O7y1Nkoe3DBytFVZPO9xa68T87l6tpTJiYA7NNLmq1jKbx8PDA5d9P5q7r2slkgQxl82a4CiT9OgtAykanIDu0fqOonoyejite8QdXoBP57Nl/3rdzaR2xtHxUGfRX/Fj5enff3qV9OeHB8507vfr7db6Hz/7eS49y8fL+ul5+6ffffHshWVKEp3eXt96sGi2vUulCrXWt6ZcCGF//vzzr757ejjX/Wh5nnsc62m9vt4/PT6Q2+6tbdtlWdZTeThNt3uz3Zzbw7K+vG3Xt30iOdf1tFwy0DD6+8jtSGHySE4DPBojR5EBUbInJVGZrJmysVDrbUy+owo4w9/xg0HNWqozM8hEEZbukXhfYTrSYQRBePSWCUcywjMS2dExov4RQiSMvRtHAti9E3FyJiVRpJkzGoGSPNOiK7JoNCBCGSRgSx8i6Ah8Dt8kMronSmfgnbr9Pt8DSWM77BGSiLR0y55UNIm6eQWDYl4LGvWIwgJlp7RtqzKZG7FCy/DT7C0mey+Ya94te9UixOGWIM8Ao4icp/LxSd7eLLJcjyBIFUqBhx1bR/A4WNmTSRx+u9+JmFUm5bWUZZbLeblvntncsxnMTDzXlT89n775cM6cHi+6TitFXG/bEe3b7x7P55JRI/Lzly+PD2e3LizX+9FbKwUU7XI5lamUVr777mPhDGYvD//yw5//n//6z99/97EuH//lDz//w/zdb3//9f/8f/n/bFucFmkWth2l8GHd0nvfLYpZmgcAUQYlnJCUhBbHuy2esgRR0GE+MY0LWtubMFRK806DlkNEwRnZyQpTuEd2rlMEDWNfgBxh4R4hILgFSr77T9gtiYmFjRq9Z0xTFGYdCUF6NkeIiEdaQkmBtDgCnBEtDBoOZAzc/qiMmzKJgizjsH0uyghDby7u3TJKna777eXtVYgel9OqAmRCerf77eW0rqyTIaQbZXp4Dyfwfd/eVwvRRUrft6BIuPvOWohzb5tgKuwxMukB5yhKpcp2b3NhpLSWhIyI5p1EtZL3W+/q3de56sy9JUUQ4vJ4pjJUERZKzwTcm4lWMIGTyff9cCKP8Ojm3sNgET2ZuKhwGpEc7ttxvSxnRWbi6EHCk0jMtUfbWivKBMpaPYOTVHRre3YTFSGuq+jpcuaUI+zGTkS1KHOZiDzsw/ksiV9ujUTnk5JYEVUu2WMqn/6X3/wBz/nxdPrm4Ry+9aAEfvzlJWV+OC0fztPDSi+HZHBr/vmXr0rRgqhSt+ytjT3+X8rl/fDeIuq8nJZdFCS1CqywCty8FilSLutcKhXl7I2qnC9THau/xPPDh8IVg0YaAc6gnuQ9IsyJFSTuJkwJcrdQYsoMhiEiSinCaG6GYahueAfjDfyDNTt6b9M0MROVmpRBZNEzrbwrSshRFuh9YAcHXSfSSUNYxL2bEVOdVSzH9RbviDN5J3Wxx+CBQEMi+uik4XFijrGQk0doOP9CQBGGmROLWSBiVirEA133PvnFwHj1IFblnpRMlaWKplMyq44oPttu12azpNaS4WUBh1qMSiQnaUFsUVSIlBNx3beHVVXI3C0S6FSl8HR5WP+H/+4/rGv9199ff3410ZrJHkkEyq03EAtYRCqxeN/Nu/BUmGqVZdJT5bXi/0fTn/zK1615ftDTrbX23hHnnF/zNvfevFmZVZnVuFwuNxjbEgOQEEIegUCYZsB/AGP+G88ZYsmSCyMZMBgPbEy5XFVkVbbOW3nvfZvfOSdi773WejoG8TINKWZ7r4j1PN/v5/P5+uHL7Q7EaqoW18pffbxmWOp4eV4/f/g4jnNd+GX76ofvv8sIgtyP88PLR8Jcny5h6qofPj79xZ/9t7cbpE/MqGu7rNcFy7rQ+6z/4P/xj/7su/GXv/7hF7/pjxXnf/Zf/sXHj9+99SyJrdDTWlK1tgYOGHz0EQIQ2YdF+LbWR0+NUIjZwyHc3TyAuKbH+3FfYSuFIchDY+rl8nKYPnbkjwq0RwKRT4UwegSaAd0tEzMsDTRC00VQMM1cp7UstZUkfMDGNB6wdgRwMzBw0AyESLM0SvGI6dagYmFPj0RmMo/hmpGCDEiRGABhRogBDuDm5pWcwNxu91cKKnVJCmZaL0urhQGG7sRFsDHR5XKF8DlHLTL1RCHMdLUQ1ggLlcmFM0KHdmcMBMugsEC4WyedK6On17KGGjAj18zoNormRpd0A8LL82VDVJszTgvFdPWx9w6tRlIf/vRhCwWNCQCzIws7JAAjRsRode06gziJLB8LNnOdFy648KHTIQ3BbZBI9x7gamdm9kPn9MIcJZGSPTUiIavIY5P5tF7OOSE4jXsYChZmKUSLcEm8hQ5Ec1d3EmKq92Os2/UJ7q/306xMA6nAgK1xenzzcfvVfj+m5vJ8fbpM8xHI18uf/dWPSPmx4afnNl9DNSky3T98/bSfe6BNneChMdnK07UVciEWYGEigut1tdu5tZpDr03cx+VSpxslQHqfnjHSLXROg0RfrmWjpUoF5qS0tPWymFoEAeAMJyEGIEhkGPNMKOpKiaUwRBQi4AAGN6MFH3ptSEck4WKuUll1aswJLuF9TiISoUgLcIBkkAfWj4CIwVwRMYAwmfFRdYd8bDYe8T/I50t7PUafipkBQShJyFX4QZyMnH0kuhSyqadPyRoB9OhoxU8zCwAA0ER+yAstwSEB8xxHk7K2Eon3Y4fMuj4FwPQZCctSA9IgC2hhxcLuqZ7MBBiW093IkgpJYWKMn6ib010rx6NCFPG4ckYgWHoCWNpQKwLapypg0rry7/z85fsv8/0AKuLJYAETixQkTiQuxfOBwIWlLkhSiGsjd63SCmdhcI1zmHsgxFrL81YQUtXXZQuPR9W/9/3ydI2M237q1GVZZCkkLKVO3GuT8Dz38UhPP2a8rRWe5auP3+79T377ek6sf/HrWy1oBtcmdbVMX6tcG1wKrJXHGGE4Z7z5vrwIByIjAE6bP+2XMYUSM1FISr3308mTIAiGdgfOJCKiwo6aGJ7k4eAAkEIMgSMUwaoUZEzwOSYih05mfPC4zGYAILLBT3aCxx3fLKZrZjQuD240AgKApmtMSMgxHFN9BhjQkg8YWcpP5O7MqR3QScp0zexFODIgzdOnazwm6wU4kskAnMQrCxMCgJnHPJiCqER4mJmaB1cmUlyKqHuQL8syVCzwOE+GY63Ngc+pPecWjSujoLsDSz9t6P5yuc6MmWZp002NqJGhaUYFESrAiMTAKA7BFYTP0TOKqW286PT7eVha9Pjq40cRus2Bltdahh77OAJLIHpamALoVpolEgMEEWBXJaAc/fG4R7qDGxhyIpbHj9YC0Ir00EpiaZZ+n/dp0wNQCgABFVUXhWkxShE4J5e2LPV+vJG0ywK3eVaP55cVIH791oXXy1OJqVyXkvOrrxpW/Ivb/m78s2+++rCuf/ovfkMLP13bd192uywvn9avvX//Pq7SWKKV/Pzy9D6NOQDIibvp6rIJt5XCtHAC+PttJ6mY8bRs6sf2cvExl6VK1ogYrgAspUTCcXbIfF6v5Kh6mGNbm0NwJgrazDn6xBAScGJmD7VUiIh0czSEWpjRPB15AU+u2PuIIKQl3SKdEYHEXIGSRTLjnNaWhhkzOmRmoP1EDYDH0QmY7qaOVNqDLT3NKXG6ZwQD+5ylVcQMcIL0cETEnwhDEGTJGegQ0dpqaSMf7CRgQYBwDnLkQEjyOb1ESgOGR8eNEJwzikmVcFiqnHN0HSwU9IBnJjJrZkkuFIBBwjYTIRipMGIEU0BOovKIBJjZUHVT11DHuggQD52WyoUDjRgALSBrWY/jizqUsk6D1uq6La2RJbr7nNN0PtZ7yPhQkIFjLQsLeeYYfZI4UjjVdr3t5w+v+9Gn22wMP/v8ca0059iHdIuzn2trX15fP358WZZl21ZPm2MEgkjt41yWpS2Xy/VpDEOPlSkj1tTlunFKQPnLv/jz6/P65XaEVLJHnx8Z9eVy2UrdMF8acri5XV7W5w+XbuM0XJkygTk9wx77xwDkcJvkMM9z2zZhCojhmhDrulr6HJOwgNCRk4jIwl2JHokCrG3ZTQEjPRY7mSnQ0/1Rr7XERE6PSJfGluHTkUikPmbf4W46qSVwpUhOenDWHMLMdSgKWOoDaICIRKwanCHCCalpYYZhyemuHipc3Nwh2Q2ASDhDQzAAwtMDklJdIYGSVYfhXuuKlO5m5rLwACtJxQEgpk7AzDyDiqG3WoiRGM6jz3OOXp6eLrW1A00hqdY51dNZWN3MDRKIxCIUYLidt9u2rsjxmHI+86IKE7y7FqKA8f2X76SUSGr1EmyAhkBFcGou63r229Sz6wFFHAAjUs/ckKSlz+jz44dPX263OSaEL8+XJNb0fp4JoD5lKek5IBDySowJmhNTjj5OJCkEAjpH5WqeFipP60qcHidytsYRGmAZNSNqgwcOldCB7Xaezycv5EKDC7Sl/O5l2XMf5/u7rl9fLr/46sMfff/d7/3ehy/f7d+/Hk/w9Lf/4Ov1V98t3A7VOQZe1m8+regRFluhsrb93A9Zv/70hDiTiTJRSMES8VLWe57DZi0CiGhRiHuEg3/89PHL6zsYXZcWxAIYkEiRZMnUfSxc9nMPRktTB0E+Ro8ITtpEssA+J2W5LotZn3EsdEmOxEQGjwCYKKzhj7+WKAxunImIVdhjWOjwudRm0zyCSGy6IAYEVwRgMJvZA7AAooeiVRHTMefgJuazcSrntEhA8457YhMopTBSquGgssxMxCBIfHTLEROBEpDB1DNyqQ0YElKIZkZmJPFjh3uoisjTpyXe3dQiIFGRxX9qegWVuCyL+XyA8F21lWVVGAFMIZABdjveF2mR7qEQ5hlIpGCSYaZUAejhVpS28DFPTS61OLCqgdPru/cu21bv58mhDFm5mHtQrEtTxdNOZG51XVfp0xPxF9+sn7aysIXn/T4ShQuz0MtaCnimrpuw0Hnu9ZtnNb2f/enpiYs8f/pg6RkBGgnRajOzjPjq8+c/+MPf+/G7H5Iz0iAqJujoXMrZU9WAaKpfiGr5yRK0MH39cUEb33xer1txiOvKHz8//+r13p6+RkgmNPd1Lec4zc0NGMTB2IOSh5oIG6jHWAqO0Z2gVsH4CcacmJHgnILogZDBBCQPpg6Gj1bWB0wnKB+pL3elBAbMMEhwT4fEsMjHOSsB7oCMkBQZERGP7OHQ7hjoSMiChOlIJRMC1FPDH3ZI6dHBrCYn5GnBHkNHkTLNGKVKNQ53Q0gPGNMCHMiRoVCJfNRSzSMV08HCHKscHgsGZnjMJKJCEBPBsSx1W3zMJjWbJ8Ot9+oaGYaUKECRqOp2nL3WAhke/m4DQMJ9RkCHZeWjTye7+0kK68vTOc8sbp569I/PL+pWHYfPPKy2FF43lnN/xQa1tZHTwTLChh/TS561hOXcCBoBVdHztHSxWSqawt6HNAmyofdCbZOFCx6zj4jhuQB4xrR44ir1wfRPgAGgcuFEJihVcTjOZZUXax+uT1cRo3igmGXhVTNgpNZgIWZgiEAQ+L1ffPvlvgfGCbenT+2raATx4ZcL5NDRP3/zy0W8Yv3t+/vIgAql4PPz2ogOUyyytafRtSDz9aoGbeHPH5Yf3mdkKs3rc7shLW05xjtSLcwNMCFKodZooj9UVU6pMbkwMTIDAqhrz/kA0REYMEY4V64kEOk+wQciUq6F+QQdcbQiSEAF1EfoyVRqqeFpocBABBkOEqVURPAHthUxmGzMggaEwxwxGSUihDHADH+SlNqcy3IFBIdwAaUoiQtRCnZTAIgw9vTKBJEYjjNZFIAIJEAED/ABQZ6CWFgwggWDEgHcZ1uZPM7TWVJKAsmhfQFZ1uv1srzfT0unAulhOTWsVJnjUFm40m2/D83UYGGkPGJcgCrGWpuXoMwKzGU9jx0At2WblhFZMhI9GNX91v16vcJ+n6kkDzq5JfA+xmFzOi6CKNQPnWZUyvP2oupFRIGkNkaqyZ8/XD495S+/3t5/+MJMahqIXEoT2Cpdt1IFl8rPl3WtpRUpUqnUv/E3XpYq61bnHFyYRfocrpPwMWySIvI7v/vz19cfHajWjaUyVSppZohi+7gQqjMxZ3oVXEWO19u3v/spKxrCurXrWr759kMPVnkuLU7dt/Up0jGiUmqku59zUKM0v7bLMEVOYCAGTOxjJMJaBInsJwvEo5MV3WcgMQKlEj9Qv2yQAS4SmDAA8oHgAtPhJOWRQsKAgCQif1SSQVk4PR76XIv4KcMRiCiQRowIMHUQZRGa/picyX5MEcdHsZAYHqR1c+AHzQgs3MDvX+7rtgLjtMFO11bf9RihlWTMAZkiHOHmsdTaw2/jvtI6ZiaUa+GK9Ha7y3V9hBy7zad6RcOllZ5nQNCEbhEcTAzg7jOwvB97P8YFLte6jDF6WMFawLjI2Q9HOXSqK0autU0b5ppFijBCQWTKjH5iYQ9352ndexbJSvyYoREytzLm7pkxhnblSri03rvFDPap2p1MkZMTY9ogzOXadESaCrUAzrS1NjBbliaelFHrUhuhzfDpPmRZRdVLkZeG3Xypy7fyUggXdCtSMDQwB68Ttu1yqbJgXaUhkxR4Pd/XrRo2LJLCUvibD8/ToVD87sgfdj/G+fWHbaVKS+6mkmXGLGsxHx+etjHVFT4+X3QctBbyYU618vPWYs5hZxKefbYil0uDngT+tC7HeR7jXJfi08Yca90eylLIiHCEKMIJhFWGjkKPZPCjDA4o4RZuShRMOo99aW2tbepASQqCDKAIMAbKNOAEH26BkYKcab3P1jZkxnRNEyGcDgzM5BpIYgiBWFhCJxbAIgBpXQNMGs9p5v5wa0stxby7k5TWFocAisSspaxZ99EDS6NgJIvBlSIzwDWTkVmwFlK3dNKYKa00eIBsIUFINK2RqI5k5IbuAZxFxOYMtwSwzKm+Fgbw+3GD4KVIYeKCPScGNKyQcfah7m1ZueB+npUWANewrZFiAJClH+oLbIkR9FilgZSKBG3hy1PpP973vc/hpYgl7OdIKh8/fjz242W5jGFrwU/X+vPP7Xe+bV89b7/OQcwQ9n4fOk5GEgIRJpHr88fa5H5//9t/569//PTSallbIchM83CfUxOklExyc0HJyLas3OTycv3tr75rpW1bFSoJsW3yr/wrL7/zy2+e/pN/+I/+9PsfXnUqNJCN8u/8wedvvn768z//q+vyYa3y828/R+Uvd5enJykaEMc8llrTzcFmzglxmgozzbmWwsJjntcPVyl03PrSCjGZq2VAojADODH9JHzliBTEn1S1gOnpM0YpjIE90DHoAaliSgILBwKpYqZGDw9AQMYjSdrPDuuKiP7/1/y0sqLrwyzrEOZRA5gIAlXNNBCBWSLyIYLN9AwKfJyuGZFc2WfMMeuyImaCeTwIXlCRus45lYhaEyJAymVtMceDUNltMBb+abqBQ63WhpWHzxkPfDi4uZszST7a5pynWTkHIM6Y86aEQpRcSx89JRFyxqDE4WpuqywWTtoZQF3XyukPFAxxAiBJATfoblD5dj8/yjUFLIYDZTJWJjeG1D62cgUErHjeznP2abFe1j71qchTae5OBOhOBB7ex15rWam0Ig6hCQRQUXxOQGDEYd7VaLfTEBKJINdGCbMKloKO8Xa7QURluSztsnCrJFXapdRVuOCy1udtCbK6lTlGJnKVy0KQXrf1l3/t5auvFs+5XTZwv7T2/Pz09CyXqzAHkCfT568+F8xL48ZQirQqFpksl0v56vOllUpSgXLMDsBtaW2p7r4um3oA4nXdwCLMQL2miFOEZ9oYJxDU2mqpD6+RFCbANFfVstTlcilbq1t1n6B+lQ1mHLe7DcWE1or5AHQLJaGAULQjxj4HkSDB9K42PGbEZPAmyMxAUVaiGlCVV0hWACcklorM3AoWBEYPNzVE6pwqIYzuc/r0NCJHVMrAxMol3YECaow4zGf1YHN3TcKH3c1zSAmPAQxJBIx1A6oPgrcGeEBqxGMkT5TCUARYshQwUwNQC9eoXCpTeRCPILdWHHSS9ZgIUaqUKpFWWkkK1V4YkUILXJ5eLvU61c6hr283IiyCCZ4YGiPCtq19eGlPzxUq7v3+fn/L8K8+fbUs6/dffmChihjjQD+WMj5/5OvC97e3peG2lv32I/k89n0/hlnc95OZCsV5f//08nTZamulNXYfAEpE7p7hphMwiXm7XB7WJuT6zc9/9tf+xu9/+Pzxxx9ff/Pb7377/W/3o48jYMzf/ab+b//n/+b/+n/89/7aNxsxC8e3n6+fn1tEf9rkF5+W3/2dj1nwL76/w9NCq4FjevZz6DQpkpWMw4rTKkmZlIGemOZmNhHBdGI4E1qaubpNQYA0QJMiSy2FsSBzSEwHBLOpegZGEpRWI8Egzn489qVIpOEJSQgJ6e7MiOhSHkouD8jz3DNm+PRwwCRE5oJYMohIMksY5nSOLMBMyJAQXkthZjUzj1JqkVpKQSJIhCQgTMYm9ePTh9qqgvXzwKnZdeHSSs1MC32kzOcckgBE0hg4e9iX3k/zDKhcCslSKgBw5WMcZEGOgWg6Ygy3U2r2OO/HuaxbICnikS6lSAJyTnQFnTHnGCJMEAQRoWkqhEggC03r5zwd8z7n/ex9dNOHR5Mm8TBAFiiABZNSrS8LL6vUChnu4kaOGF99/up6uWSCTQMPjiSHJstDw/7h649TNHEshTO8jx4QQBCQlCCQzICCTkCy1eWlUSsVhCyWQlwpCinGQgjcSoVS4sPztaEjJpWi0Y88PONp3VYptUhJz+hAsm3b89MC6Mtl/epDXZloLetLuzRaC5PAsi6tLAs0slwEtmvrnk/bU4FYrttaWBBbK1zk+nJdl/K8LkOnJl6uVylh4CRcuRRZyOUBdmlZXWPOrjrMArlkwML00taVGgFUZmGP0AhQ67XJtjTMgAIGAzKiDzvU5wyPdPQAEkDJfASmhYPRCSDp0lYA737Y7Pvt7NNTBAs8UPiQNnWaGzOum0yd95s2WZugq3kaMkgTYuppLgANiRkZogBwpqkYWFcEXqQUQfc0dJDwjFZKY2JECyhcPROZPIeHT8MALIIIVioXlBXrfr/dz67TaiPmRERPDcjCUgkJzVIfZIrW1tYKCWVCa2UpTJGZXlZe1pKSEwcKtmUxNG58WZsOPXrv50GeSykeGujmOkyTEtBP7Xvv+37ut3GeExDDQs1mKleudbnd7q5q+w30YFBB83n0/np/fz3321oLc3x/e/3xfoT78ypPi8yxu+svf/6NUALacfvxz//on/7pP/n/Cj+SUfV6+ZCa5qqmDliWhaRBlk+fP/2tf+kPP37z1THsy+v99v4+j2Me3c2vtfzb/9of/tt//3c/sX/a8hc/2378/suH7fI/+O/9GxH2p3/+qz/6b39DHy7QHCSDYfRxHvtvX384dNalkmBiTuvpelk3qgULGcCYeozTEczd3cccSNkKFcpWWyIIW0nCqIEIBJFpkPEQDZN0t8QQQXVDZiCP1IjEB+sAshUksErAgJRCkexZuD56ZET0U5kOiB4eMIAIJCrwIMZ7EMLaSqtLIjBzASmlWqa7IlDBJlz67P0coWgzPcA8EQSASymDwBmXJtu1SillKetWhDEiiNjGFCSRhbC0q0yZQADMDunh7nH2MWICBXgUxhAOIiZOgFqKQz/m6QC1CHEaAhAwQJhnQgoFuGC6DSRNhvuYwogxw+1RoQQgLRgUb+fxcBh75uA8dGSG2TQbRx9jH998eJHSNOT9PCJdHwKFiqXRNy8vL9slAUKSCw1XY5dNMOLjtkghw2k5Z/phSqXFT1I+TsdtWVqtsi3MwulQZC0GxImIU60gQQNacil4//50p3VdDCBAl60c+2TipbQFTwp/eXk6If1UKdiWCpkM8LQt59ldfbtsBMCBZ8IxFJhaWcP6ue+1NTNnIY4wCxu+tPLh+pRzVGRCGJGjT1MHAgJapQ239Hi6XJ7aqufQPj1nYalJ7/NEklVkHgeWWllauxzjAPPKJTj4oQAdMwHmNJIyCQjs6dpU45yztja7VlmrrIiZiJrukFweU10r1C7tcr6/p7elVET2tFT3aQC2rMt9OBA+VkzoNo8huGzr8n6ephMgAWSoqY1YCjATZ6TXZcUM1syIwmjobaHx6AomOXr380qybZt79H0SSU1JTRLu5jnG1qhwIfIkPqYRQqBOg4Byfd4szMwE5UEaBou2LBCIFSND5yDmQFYIyUJBqn7qWKUutbHA0RVnuayX23jf53GRihjHONmwtkKCljnNaw3jXqUIbPd+3A49e47DYFpammdpzYLP9z0TiPj99hZpl2sDjC9fXm/ZF4aMCIR57G9f+g+v573Dp5enj9eNwmtppeHt9uN10+tK8/5l/+6vIKHvv/PVz37n++9eIZOZ0OIxQozEVpdaG/ETMy9t/ZN/9s/3t/dxjOvSEqyfe5FapPzO15d/+fdfPl6Z9QDI51Z+/stPYxx/9evv+NOTXGuSo2NdWxXC/f7j/f6+H9KeMYkBPeIEuAjfbS5tS6EZmmkjbLs+RWimIQixWDhSJcJAc4j73oFY5BrsM2YmPrUFieeY141rIZjulBaeZgiUBIjpYVXKg9hFPyHZgAoLIxI6ej7WI0iqjpgQjzYdJhkycBEm6eqBIIwUpG5IhJ6LlMw0Nw9YlkWoYubSlgR0V9UgxtBoSwtNA7tbJEHDsmTdj/7QWDYpK5FIe+tHYrZa3Eb3k4JbWeXRKKCUSuHgQFur6GaeWMr7bXe1jXnf32pZWmnHobf7/ecfvz50HBo5zwBvrRWIa10xywgd87xsHAS38y4AmdHP4RilyAw7Zk8i3edl2XhomgESAR73eyNi5KUt6xrHhIpLBk7I48t3z2Vbib3WBEQwH1pFIEJaGWo27HkpsbYfjzvXqob76AuAn1NdF+Hn5frULqJmS7t4emJclou74kQPWy6tAQArS/vw/LyfSeBCtCAgYDHwnGfmUurKzOHYpzkCp4VudU3wVkrOIEeLFClNzZOi1DHmh+0yrWdkYtSC8JORHtbtwoCRSYRNyvSkYzyvGxWa5yFIGzXTwSKRwYVDuT499ZiHjuflsrqpByQSYhIqZteeCWL54JMyCgKnZrc55mSCZStT/VI4EQqwCGEKEoHlQ9ysBG5ZpVKmqd/3sy5tqdWDWCBxajoHTFVgYeENyz5OTfAAKlxXHLNzpVqFySHAw5IYvczuWVMW1nP0fiTCx8sz9mk2UGomjD639YqYAuRkt+MNLs8FCV3v5y6YQU4NzeYia4RLrVWaAhpEmGMRdW3cPJKlHOcprWYGPq4xAQAZmNPVwSMjwAIoHSCAUGbGD29vXz1/eEBrjvO4rmt63PWoTywMDuQJpn2Vagm967ZeNA91C7dWG+RwB/cMM7cAKiSrByNApptrmDYpiHTbT+099f71y9Yorot07e+343YGIF8WKaTn/XhaYX3axnnrJxb8wI3XSqOP/fa2vnz+CTEa+dw+nudxu5/bJue5L+uiwRFweb78/h/+/vl+/+5XvxpjEKdsjQlR8A9+79vv/vKv3n/4jrn94udfffqwEsHTp2d4ev4VzdNGFbYIxPjwsklFaLT3+d0P31fmS13VfYKbmLsxlGAMgmVdLbph1CKL1wcRFwgYEok1uqFzYWJGcmCMmT9BtR09/Zg90xqzkhvD9CFIiCUSgnwGJMi0o3JRV8YHW0NrQXUFqEhobh4qJIKUiOoxdIpQMl5qQeL7PgMZkYjSPSCAgpFpuGU3TIJEFiyFATgz1JSJa1vOvjPSrr2ttZIIY2ZOzcC+lCpMz9dtv3dT7WoVl+en59+8fdlkZYqwzoStEK6LdYtCHrGty2l66GmhQFlbVbNjqBlEoprdzmPqsOGRXhrOqQWqeLpNfLxU7jOi1SqU4ZOFSq1LFUJTwzl16vG8Lu5mBiKECNfLggHHfibYh8KsokeHBOuqqVgy3VqrxxgMuTYBxEgEACX+ch7M8uHzlSe2UnHmMWafs2KecaKLWpvTKLAeR9+WBTOm+4OdvpbGS6mE6BHMWGnZHhdIVDMDYKnArJAz4naMlLVwaSwfn54XkcKSnkRlbde1LMTCS2GmDGXKWgUxW1mESkEqmInkGSQEQkGxj/N+Dg9kLrXWy1KeWrm0xREY+AMvBZCYlMEFNawKAs7Dj1ZYmM8+W93Gfp5Hf3S9zzG4CDKFp3YPS364AzTmW0cnRdZMqjJ0ZGp4ZwQKTAshDAufAQ4jXMP7OAG8VoRUpAwEQ8hCWXmEX9fr1hazyOQMBMTp7p7FoREzMwpr2rY2gDDQ2rgIqw7POGPyIoloMwRazPSpDNKifeCNMvdxOiBVmezYWKpYzgBNcGRwm0hprhjAKESFSwHKPvUh0LY0NdNhnJwz02B0zQRGadJaXZxy5vRwYHDOYMgISapF1uvaWitcEkkhaitCFJHGEJTpvpa1QGPY1Ny8LwSFEtG5srQKLLJsyDU8KMHHEKZMMsezx/3uv/5u/3KLv/jVj+akcz4/XVBkGDQRQf30cX15WS5bhdDzOBgpzGsr9/N+Ow6zeP3yfvvyfnu/AQvXrW1PUupjWaSqhCJUEfDp6ekXv/ydv/63/vr16VpJGgsK3vfj9ccfrJ+qZqqL5MdP16Wuv/hrv38sNMGTUt1D8NCeEJkKkCww/Qwziry0y2W5EJeH7ldE5jBXZF6TW6nb0pbWSqmk3iO1EDOJE2IVNZtzRiQClVqAsi0cFN+//zCsF2FGSgQHx58a2DDCDUAh3/vefSRnYCTD9OE+CKAWwXQEF0pIa7UwMwKo531MNfU5FsxFOD2FK6PYdDNAKEQNgGtrT9drKaWPbuke8UDHvb3ff/jh9f3ogAxcuqq7U2OvQlItwjDUFCDqhrS45hk+N65Firtq9Hfbh584piSzyLKWTBhz9n72vgc6V0qiyHy9vR86kAhruVlvIhvSy7YWRou43ccY57eftq/X7eP2RCTu0Ptwtct1K5VIwnQg0nCr68KMZgMZpIiOg9JK5SB51fM2b5dNvr5ehKnfbk/cKjXNeL29jdFDddrkJtDocI1ptx9fx1RunGSFs4RfmdGnjt4aS4VEP+c5YkorfPb55X1fkFU7Fy5F1Jw1wxAB1G2mR2ZdVwy08Jg2VD1MUlznvk8py8t2QdcqvFFxzYKclE9rBYsCJSh5lWZEnkFYRR5fL8jGhsRZFw2KkZVBIm+9D7kwAgqxsJsyCqFGwaf25LfX8ESIMHfPS61LWTWTuDWKOQ1QKEoMKNdmMofH7TwE+OXp5fb2w3HM5bpkArea3RBwTnV380Sgx7P4cB2f+5C1pumI6VKZiSBRiCzstLLUgOAHax6CCxomEj9ty+vt3m86MkqlyJAohXEMd6Ja232cUgnCzLGUUoXdPFBU8y6Gku4DYFlaI0xPV4PK9Xp9muOc2pPJHQdCY+RkJjzHudbnPs74SbINlch+wssgOpi7oFSmsrYxPJBNTUrlBA+HSAZZSolQB9D0jEfhXYY5pVXiEFYKRxTMNJ/IOtUTHCyRMLIS3d/vSZDElrEJXbb8xS9WZM+ow2Ry1TQmMO2Jtl2fEPz+/Xf3vXhQnydGfCzx8XrnLNeLvO03Ib5s5Xd/9vHrlzVU7vfXDy/PYapj7vcdV9jv56evf/Hxq2/++M/+4v52//z5I/PP6oev18tlqh73u0QpRfo4Sy1uwVhM9atf/uLDVx9131tlLPz65de/+pM/eVnLh8tnBEfvdt6/f3/7q/H9+9gjM4gclBxy+J1OIB5jCssUdpylXu7DppuH9X1/ZimlQSljqLT60PSygFQ6+xwx3KMlUOV5RkZaTEyZ07sPYeIiGjZdT1MAaFK5SGXScwYkoQ/zGVZqqYUTPCCFpOsUIhQ5dNQKTJEEGYHCbqo5k0IYM7HriVwgc63tobSZEVNHROg0WpkRKvsjS/Dh+QnLo8gYa6lfzmO6NSFAHDqXUntmT11gBZgGY47I3Fsp032CbW29tXHwrDaflvWc/bvXN6foCy9MIktIEYqPTy0ihfm376pzf3l6/nLuH1pZ2vbd29svP12XbZvnnZGG9U/t5cvr9MjQXDIQaMb+qdXX6Jdre3/do7Xv3t7TYP24/nB/a9KI8JynI6Sruk0lctYBxxgadOz9+Wk7Tc1MmKLUV9V1KY8EG5oB51Cd6dJaf52CXMG35ydH+vHt5nO6S2ZeeeFtRfRVnm12V8XCEu6EoDoQCR6q0SUd/cfX+1ZLJJKGaY7eSZg4EYmIni9bP8e9T0SslzrwDJIcaqMsULv2XMUi1nVDdB0TF5FS29KujooQDMZkmULwsLwRtjmT19X8XGqeHdQdGN2srJd13cSwcek6Rzi35ohuXkrJcEKuXHTMcRoxYMacZ9sqGErhcCrIHuqcxl6Wah4RmCBEDA09w9Q0LGZu7aLd60LqRsyGEcMy0SHD7eXyxKfnSA7uOlrjh9Ng6FxbVZtIeY4OoZGhOgwgHTSdEbHI0cfI+GbdEmHqaFI8Y0wloscn5oZQCqZUOuYJgsnpkYf285xYYRGqROaYERnuCWZesGaSzizcMjPTMJNL0Rg+gwXMJxLZVGRmRKg4Vbs7Q3KprTTVbv30QsQMmBsvhDJNz/0cyFtZyR0pPUwKV2cCtun9GCgbkszumyw5DFUBiYtYZg+V5s/1UbJ7PsZdHVCNiWqrIYBppcpy2Y6pp3qfnSM3qvvpT6us2zPiK7Ne1/Lxef3m84e+3+d5owgg+fL25avPz7VdSOTl25+jrP316Pf3vsr+Y6GED9/8/MNXX2+XJzM1nRmgEQjMUtyx1O3y9GIvnSER5s91rALuIWu2upWFf5z2q7/8zd74eV38fpRr1X6GKgeNOALh7KNWIEYLm5S3cdzOfV1WnePikwHTUaPzIkmJ1W/72WgNYl6WMQd4fyovRDBsBGhplEAwUV2z0H6casbC7tHnKeuimAG0H72VggxNWN0dJgAjYKT1mCsyPqh5npl7qwsBqNrD+ZuZYVqIVxGLuM/zkfhnZiQWQcBCYomDqDUijTDU63pZYTnOIyNQFkhH9vXpQm7ncZaUtVQnHW4QYaZz9gAcWHvvO5wU5dqWmeNd99aWNOZW9/M++6hPT2G+lIUjKDIAgMLBi8jWKoAxyeeX9X5OHXO9XEZ4azJsUpW2XY77rjnv/fyhj7dzTFZa5CrtBuetDzdlqLS3CIACYI7qoQEXPn3E29vL9jw1JPLpcr1Z6JEn6B4alh/XZ32/lQKLrGOcbS3mVoqkx7kfay0iKMlLqaojAkVqZHqYCb7vR0tY2kpYAoyRBBMYAgoC4tittTa7JeWpR2Rrss1TLRwSeh+lllYFA9CBgCQSActShg0nnzaOL+dXz59Lk562lHY/jxJQCptaVyPmpdbF8y2mQ0AkyZqhhaSVavMQAeIKYa1tyRkAkoRIlJSZTSpAqj/i9tCPk61cpFG3xmTJHqlmrZX0lCoaY8yZkEKVgS1j2JBSk6dHhv1UiSFAYqbMWpAgPQAMNENHD8xhh0EEBGR6bM9P1/19J5JVKDKYxPpUNzEG5D5nlcWnZcCyNFALzz76g92nGdPsHN1sOkBhwaQRXrkCUrhChvCGgPlgPyQUEg1PAEF0tUV+wgJW5oTMzAQWokKCkcBCCJe1nrf9x7fXdlnDopsWdmK00CteGZArTTeALCICjIKwBHr0MVIwIUvhTHRLBzAypziPycAKCYQMzMBtqWaKIt3czHDjOZW2cuz9uB1YShJJIYz++fP2/Q+7Oqr6/fX23fdvOvSyyvNze9pWSUdMjBzTCvNpeRv+DeY5tI+ohZ63cl2RUT9/uHA8T0ukiunHecSH61/7G394/fjh9ctv9dyF+Mcfb8KXZe2j70AYrm4aFkK8n/16vZqbtJJIllwvH8K1Cnzi8m/8W//GP/mv/lFdStTWW/sXwX81ByCvwuBQqCRRz9jnQM7WliL17L0tZOivx50qcdBwQ0aEZMbDp4Gd5+5Fr5cXrvJ2v18vFw18P8bzAleIVsUzphtQJsPtdgbx109bIjjkNNu4EtCcM5mKSDZQD0KighZ+Dqv5cFxZKZyh6IDhmYSNAhwE3ZyKJGWaJ1pkIhULd5+Rjkyh9rxduabNYMIHjDXQHR1qnj4BEQnM5r3fSgFO+P79SyEWIQdtzDPsPPTT0wtOzaXeRn+NU5CCHmh4NQhABxv3/SAu62V9v78Oj/1+12Evl+upA5p0H4mQxF2t1UJAF8pvPm3gep5HqQyMX33+SI41S2nXA+D13H/945uPTs8be/Ax2nb58ce3D5f1VHt/Oyw9VyAmFr6sl6FKyE72ANhXquwZgPe9b0yCoQDA8fLhomA6p2Xu4+yjX9dVOc7ZV2aASI77+d5qJaDCPML3fiMpKWkMAcGBYY4IAgFF5Oh3l8pLZaqYObSX1qbGyqUIYeJpw3oUrMGpOtJhTOUKhWtry8qrpn34+kM/jgHDKlailfBMiwkEjMg+FSsdkNdSeGqtHAaZAMlVakAmhtJcqVlnAkIJTr7UxRIpMCAF4Lpt78dBSYw4iKeb1I0BA7PV2qd6JiOPrpyenJoWno3xctksfVqACEshwqmOgCg83choHH0rEhUSE03cTB9JK0gLYEIIN5uD+qBJ6Ag8dBbM0soc8+xTpHjgmIOSPKCxxBiFFxf3BCCx6NKKuZlZrY2AhmoQmeeybtJ8dstgc4M0RnQHSBIid5dSTVMdGMEiMaO2coxzhq5cARySzAyFCREB9uMIRoZkYWG67zcHeOPziUtmJKBiSHqAjDECI7R31cvzs3vcbR5Hn9OQYd1k5DnBU2Gmr61RiLq1C1+3svcBoQp+uI5USVKIaV6Ijz4+vjzPPkzh17++qa2m4/1++/79hkDcUN/ef/hxf1nl268/1gKcwz1PjW7ARfbjiMxW+WVrT5f28rz57J8+X7777u3bb36WOLft+utf//Y3P7z/f/7Zv+jd/vTPfvv2bhr5t/7gt//D//6/9vXPvom5H+/vbbmUZXE3IjjPQwrXUiKtUIWUuizASLj8zb/fAOPH737z9Ivf/S//6jdD0B3YzXVIqZAOGCPmD2O3BtuEJApAzGSg8zgv66Usaz+9tUqBzNjtZghbE/U5RoS7jlNrPY4RQZ65n4dqIBUuoR6387zvRxDSN5/Po+/nOYdiiU/Xl967z7HUQqWefYCAp0+LfdcBsggzG1ImEFRxjduxfygv5OAYQRneiYRXdiAP1LRTB6dHIWTos9eJ29OKnhCUCbdxGgzANHDhFRI11NEOy5XL5XrdX9/ZZmWxTK4baN7ux8v2lKd+fX2BCn3ujkspjZiO3vfbsdbGixAxYVyX5Tykz3nb36dprUWwRPp0G2YWbhFPbSuyIsYq1BORAIkNXUE5y/vtThFVaKlbOhXAD23NImN2kgUCM3N4Zxdx9p7AsB/7Zbk2EQJ/HQchPNfntDj2+3NdTPP13L953gTTcb6P26WtDEyUx9BwMLeh6BkWISj349aKRGpjMtPb/Xg9bo3KKgsyDdOGjAUVVNwykRdZ93GXZQPOCLydg5bCEkxJLGgakZhEETk8GML9nFpK5lqKBObjFgy1tK7qxK1URKnJlTkwIbwQCZVznPUiDIRSC2EMd0hr/nCZnHMsaxVCSOjmAZmIAlgXhoBjH4VhqSUDPLyUipIGKcxz3jWJRSIdC5SACA3HaU5BivY+z0tdIHzqTkgJUWsJDMayH70Uvl6fYpxDZxBXdEzIAHyogDOJkAHjjON8D4LAdFAENJutLgzkGlONhPoYy7rGBJFlqw/N7BYUrZRRym69Fi6lwoikbCR9KrYCiFtbYvYvt3sVlPSlSo8JIEvBAVBrZSnnfq9LCUgsgiQOOl0RgWRxUPQEY+ZCVZZtGVOvba1MPp2zElG/j22TaROWBQF77xiB5CaJ1IRxzJHAXY1ISoEI68fIho6iqlQ4kRz8tClGz3U9+5cqJFzdwiD6NGYSoUKYGMdQyPzut/31DUGq7vdwaKWy8IfnTce5n3Gf8QkEKz5yw46QRO5U1rpd+FPKx+cVPdWskK+1jqdLqfzy6euPnz7F/Pgnf/bb9+/vP/bjj371+u23v/d3/+W/85//p//5n/7x//V/9T99+52/8S2Y0ydZLi8Mrc2+316X9UVKy4e/tS2JgEi4FuD8g7/395Y/WbZvvoXf/HqO+bRcAeLMYbbHOY9+Px2TeJgLqwUGISGYJswIHiPDPaWWcfZaChXq/VhsIapHPyGcmN5vOwtd1jIVZp6tNg5ci3g6aLSUMXXX8WU/LOF2nLTBNS6WeBt7qVchKa0cveeM4XSaez+XKs+Xlj4Bcpijpar/eHt72jYsAohuMXOCkEIWJrNJApCEjI+r69voKdzHQBBBDgyPhPSunVyRBNCB8Mfb/bpd2L0Kn+dd2gVFznOWpZ3n9/sInYr9VpZ69PNyufY+q9Rlfba341TUGJ+fn768f/F+fHh6RsK9nsEYyO4pSObmNhGyT9hEZwByXaVFjIHA2AjJyAHj6br9i19/9/FlFaSj66cGGCeNJcHLKhAmydeNgyE6vL/tn57XjSXcg5hpOffvX16uPY77nMXh9776aGTff7nfzrJdiqoXqGaJNVfKOwZGpGVwMoKZpfhDEyVUMDHcDGIEsGXbagJQEdNBBIlEamoe+LDkErz32927I4TFWlsfHTMf+xupggKIyEmERIBABQAZUBBWLq6GSEScCB5g5uhxP49jTg1XHx46Vfezq7tNn+b72QHJwpAwEzJxHJoa11rFHcA9J2I4+Bx39zHHiIQec7q7Q0S+n++3fpZlS0CmJISzH93VhfRB7kM0R1UPc/bw4WphpkigYe6+Li3NwglCGIWZDF1jOirXh5MmM5OEWSQQ1XMM7XMCQrhjQmpE2DnvIB6YasqMan1bmhAkmYL1OYnpIctCqmfEqRM9CgCGjnm6x9KWOfs5erdg4irVw6pIIYF81H3ifegxYzpoPOhXAonTLDzPrr1bH5bMpa1J4BkQFJ7MLMSmsB+zlKJdH+pcN4cgV7DIADKAZCDOsiCXZKkWcI4+fJ6zZ6CPHN3n1KmWXLiuyVQcahICoYMwlYalsUW8HXdZli9v3a0+hoI///brrz9tOsY5Rl34uhVicEgkBEIiQsSMLEthLgXl49Nyafzx5Xq9XLZ1HWOyNODl8vHry6fPl8+f9tnebvx/+N//z/53/8v/7v/if/TN3/tr8Itvvj4hfvvbf/Ff/d//n/1+b0L93E1HYX5+fnogIktrtYqN7nNmgpQFZS2Xj7/4/T+cMyD4dj/23odpZBKSeTiQZwKisBDz2XskRuBaW2R4WO96TtjNeo5bv2UmApm5hc2wc85Si7tZOAkFeJ9HFWLHhQoG1dqYWC3e7kefbo7d7H2MM/wY5zm8z3Tg4XEM67uZpicYwD51WEw1M+9jjmM81wsCDVNz94yADIc5p2onylZLpHedBnEfx96PQ8+3/d4tbr3f9ATKSN/nYECGfD/2XUcWuuuYkMccZ+8j4zBblvUidQH5+PSkoQfG9/ubmwkXYBlTz97doy1XQAkPixARCHu6Lsu6cm0AcO/7+9xR/VqXj09PT9vWhEtrhoCVoeayNPCIYUtpdanA/unz1WGaacVMG+45dCKhO/fzeFqKEK6lIYIs0t2O49hao0gb8+XpuZS1n2qZhGBut/e3j8t2KVsf0TuEScUGTq7zeX1qUVptWOrbvd/eDh9ZmV+uW0GszBAISWtbn7ZnABp9MCISGtHp0A2EGD3cgSKJpQnQ7X7ftpUCL8viG4JnqEOCqpZCXKqoW2IRYZaCBQKIaantx/srSiVimz04iQXD7v0deH2kuIc5MAVAqCokMBOjp0upTBwJ83FAZ3xcniHlrZ9V2tDBS0V8sPkxACPCFSgJC+xjjBlla8jkkAR0HsMCgAIIHNPRC7VQe7PjUiQ9kkjN1iZMOGxelpWAb7f7JqVJNQlX6zZdcCkNBxAgIpZWInKqZ1BjCZ9CZGlj9oAEASKiyoXKOEe3sdSysFg3G9YhRpog1FIj0cK5smHuc8iypGCfPZwwWBgBCZGOY5SyHtMcM85gjGHD0zUiHJqEqUNmBBhCgi9FMhGILCxGILGU4mGHEzITgE3VzNMpNO9n39YGlJAwhjlHeGBGq8tjtsBEzpRBTNVseJpHjNGxYIB/Wi8FcEyrsgx3m6PJwikTIxGZUYRSc+q8HfzDjx3xOsahozdqv/jmaxv8+uW1L0iIFjDmA8adggSZtRRmMM9CbVvll99+eL60pZWYisgA5K4QRoGvnf7D//Sf/Oov3v/Of/hf/P2//bN//Cd/9h//J//0drN/73/yb/87/9Zf/8f/9R999dXn8AkimJgZtS1uNvvJRcwMCUUY8eEGqoYTylKa/fh2P8HHeV9rKatgADGv7TL8PucxGC7rMzK+7ycVWZ9brdLnICzqemhcl5qJ6Hhdn0ef++xXvPqY63VjwnsfUisLVyDVkR0at3s/ZV1LK3mmB2ZC4fJ8fTqOUyM8PIPNwRM03BEJ6LJsP+7fR/g+JgBVilIgRXqeHt7dr8E+lQsDJIWYwanDVLlUCweiSCp1Qbfb7SbEUsgwNGKcffocHivpU21+TFyYV2yl6JiNC7BYW79/3wH55x8/cMZ1WQxTWrHeMWPbLt99eb+dR4I/1+Vnz59+2G9d7b0fjbi1FpmAyFI40n5yzENhqTXOW29SHCCJqIiDEZclUHc/+wgPqVQX3J6Wc47rdaWF5tGP7ssK0xxSl1a+HL3mNo2KQGnVwFAA1CsJp398fnm9fWnLtXBEhR/6fck4Zp/hlQv6KcQYrk5n71cq7zpOtDG9Ip9DI6KKmGepJZJMHSIg4dS5MDzhqhC1FJf69vYqUkUjzcIDh8LT8hRdiXBtCyVAkevSIvx0c/ezD5HSpHbtjJhumJKBWCsSktCtH0IVCYaOGf3auDZ0QKZSOHa9Ay5qXpgp1NKY2XyqCVcGRGIO8gC697sIIdG2be/f/QhludLiaW+3t2W9blycIAmSYLg78jFnrfJQdBAUimQki0AC8xAIQLiN4VMva/VMRJ7diNHdznFelo2kJ+U5BxC12mjoPo9WFBxsKpKcvYe7OxCUlUVQdQ6oHATwiI6xZHI6Ysptv2PlDtGH2Z5Uaxa3mFJaJiDGWsU872qiM6Z7mJO7T6EHVI5O64hLDDyGMkJaMmKYt/a069xPnef70+XyIFdk5tCBJOYeaZusEVBKQRseKlgxeSmwMCCW4zymOdlkxkyc05NxEcnAY++XtTVedXopq553woKB7gGIGpZxImZty1KKIuoxwFPWJRXm1NdxfH56atzMTBhaq2+vx+02p445j0y/vd++/vbDH/z1b15fn277fp/Dw9/v52URImJmxFxbE8Tb7b6f/fe//frbrz5ct6ZzCvLS1vfbGzNnWjf7b/7xH3/17Yd9n/+n/+if/YP/+J8drn/9d7/53/x7/51//e//wT/4j/5joThmjyqXdRPCKAxCT9fn++1emAGhtGquGMRMdV2HTyzt/f7rILTIp+s6j/P9dj63SyY5QZFSi5zHedaCiPuY0OdXl3K9bF9uShzLmhHpkx6qPC6LR5gqESnAGLPV5Uwe6q6TyGZMCPBSTcN8iGQpRAiFeKg+LSsZjuPMCExytccEOTAD0lQrYbccw91tq6Wa1Qsbwm/3dymyQAX3+zg2WWy4Wjqwh9ocyLLVtY95vWytLieP/bx9WksDvp3DU/uY4Jhb8QRhmabn7Nu63d73QVpbO8ZMkrdzJr5+vKyPTsLzst30cHck31U9EjnNxznvybDfhzBhqVXo7XZf14swSWFhAdDXoa1i1xMLPcjz99vRyjozXtaKRCYOHhdevn55cub1st7OIenXWmv5KtFrk7i/w8S6takDgS+1BeYcIymwiveTCqePl217f3+b6nMORCxbo4Ba0CMMbI6xlrZdPuxj/nh//+Wnb374qyPCqpSlFsrZx3zaPrqmJWJhCDjudzUgJkK0OSfG0rbG9d1ASmnHfs4+JXG/zVrKVptjSMEcNrqOAiRIlWJaZoIHVEg3kWKpplYajTEQSuN2+kxGzykokfC+K1a8rGXM+bwKDFC3GQFChLC2CpqWeY4A9CKtGUQ4rfWY+1OrgJAZrchp/Wn5aPo+w8jnJuKp5zGuz09bbWZpIXacAUQImj7NWWe7rLbvheuwWWopLG/HXlrBwuzAlOYwxyQknZmJE0l92H18eHopVezQaY4GfcwEdM6gKJVzjj0hYiJIC+bAPkb3LMxMcBynQIGgt1uXwkExUTdZW5Mfbu8zstTChYMIgTyMAxlxahiciFi5ItBdB4Rq3Cot02OtIojn8AwZI8whAsdEZl/XFgA2zyZCwWiw1grTDYAKqWUk6HmsUE50D21U51AhMUWF0GNaIAtupVAp+5jvd0eefc7rdkEuBlDKiv2MRNfwPCu22xxSMB370LsOYv64rmMfQ31Ml4IBsHAlZBNEuPfZ3Y0ZxoTvvn//2dcff/b1y+dPH3775cuvv/9xnPNSZGk1AYXjIvC81N/88Hbq+PS81FqDWLgWQuHWbr33EZp/8s/++C9/9Zu/+Xvf/Lv/zh9++83ncF3X5dtvP6fFf/Af/J+//+43f+/v/o1aqrS11AaAl+sTluY267JGJiXO42RBKpTIUmrm+9n1H/7TP76fZ228EByF9rs2NMA8M4CzcnnTOcaopS7C6WaejYqsl3Oc63o5jpEUXEuEH/t7uzxlKE6vVAz8dtxUaa1PygpKkZmFhwMyz7Fv3A7JBL1u9fhy43b95vPzqefrvZvi0qTPYOGXstym9lMXLLTI7T6RdQZlEs5shcMhA07Xpcj723jzuTIvsmgC8zpHJ8iEgIy9n8h5uaxv97Gf+1N7IQCUhj08/W7niWkBFrjv51fXF6/t0BPwwfsKC3w/eqbVJn1MbiJUdlcBCE9VfSqtNJkW4xjkAALqWmVNT6aftNzuE5lc5MuxL4zb2sY0pDQ9I+2cuhRJ8bf+43O7lgLnsWOtX3968duImbnBh8tFmGaObbvoULJ8/vBk91xQoPH1MvfbfZ5Wl+3wMe+vC7UPT9sAhZJrqa00cmil2HBVAyZNyOmLtPt4D0qpMmNSgRl5qXzrR9MnGxZ46iRmXLeLwhB3aTWCAOI8z6+e27WtRACMjxJTjZz7OBUwUTLSM9386CcBrrUVLu6pakSPpHMVLGB5HH0ffZ8TRKqUhWqF0rgsRda6grMOW1sb0/sMEuk6NSFJpuo0VY9Tdaimu2TamL0PIgnNpbTdOhQgD4t5P/aHo0URu1tEStLPt+eSaTrD47YffUwmvm4rIBMJoYxpmnkOpVKY2z6Tl2KQfQYJX7ZtjjltpuBh04CQ6j7CSEqp51T1pJIBCsCEZWlbuFr0XU91z0C38Ej1MPfjONS62knkhXEMk6VCQQN9lF7O87zf724OQJFpqqbWyiIkqjPSuTJgQDoQQ+Hu8zbP9zl2H4ftDnaMqe5ChMQ/vPX9dVBIgHiCmmFiI+FIn5YG/fQ+8vv78Tb7tLhb7GbInABq4CGZJZMjcap5pjBP7ffdA9rRLYHf56AiVYoAFCYGekju55x9HDOnesQ0U2XIBDjnuO07JhTMDyKfn1fhcDXIJKRSxDx//d2XL2/3dalr408friRATFyZKD5t5dPH1RIAZd22dVmBsrblsl1Jalnb5Xrtx3F8+fLP/+t/+uUv/+r9N3/5r//9P/iX/+7vfP31lXL+w//3P/r3//3/43/7Z7/6m3/w+998/ZlYalsTMTKTCDAi0yOQiBi5sIcnIBJlAgO+v+//9Z/+Rc+kUn58u9dS6mVRcqSoAjknA1wv69nP/bhHuHl2dXCHDDWnxA9PT5BJzNtWEey8v5n66945Wok2h0JYRbguS1mqYrpp9smBKBUKt1pGV5tRRURQKtZaM8EBPagPC4dWhAUQ4Lpc1lIJgTClpKefY/Y+KxU/FaavyxpEr+M8Q6EQlzKnhYPPDP9JGOFqgvyyfXrb/df304GJZJjO8B/e7vvUOTWGUjdwowqySdfzqa4vvNQAJL6NTkKX1gIiiMd0YVmX7fVtf3279+EevpTycXtapSbgMTUQ3LQSuFlkJvhWcb0umlGSPz1/7Gdft2X6SPK3vt9s7tGtxjH7+95fX3fO8uHDVw7shO9+V/b7eaZz49UdMyAoh84iJCKL1Bjz0srSKhR2SiIsyGttVaq0qmHX7XJZnjBoqWsm9qmZGQlv9zsQRgDzZT8yUaS1t/t+9HPOnqnh2WhdSyHCPqcFupez6zmGA5BPFcSllkxDCA84h/WhQwOlQOYRE2ohJkwkKpbRdTrhDCMkTMRkwDI9jjGAaPbBIa1UBHC3QpWZI3NOLdJenq/bVh1yutdaMkI9PTMgEnzqcAgNt4T7/TSzSOv9xIxuOwiaRwGhGanBUn94ey+lfn66+hyJD4/cQy4PBHjcdwCYbiKSHs5UlqWrve+HhQ+de++ElbCSCBB11UDIzLfbXQO2ug71Ge4ZdSmJPsOO3h9bu6k4VO/n2zHekYiIPcAiLOPQ2XUSMSIHwAR76/uIKKWFR0TMc7g5IQPxtDjOWR+qmchkYsHGUkuNDMM4bHzp+92mLAsRqPdh5zl2d4OEDMwgRNYABThtnL0zF3Pf9zEGHKdNzYGcIH3GfUwQsbS9n0dXlopACJyB48H4EDbz2/14349dbWjsp1rgoSMEAzldwzyA1SPCyaOxnGf/2C7PKGCx1qVKQczM+XKtl4Ug1NUjAtIBcya+7vf7foeMQoCRGZkZCPnV07Ku4AHn0T+9XNZWSinmbg/rNeHLy/PL8/VP/vif9/v+r/7d3/vX/s4vWcof//n3//l/8Uf/l//bf/Gf/b/+q6XV3//9n396ubZalm1dtwuT1FozHdIzFBMRMMLn6BBQiiBiZgbiP/vVr7zJoaNgYUdGQKJ9qma8PK1CGO6t1FJqn0OEHOCH/fzh/Y0QmQXMBbCUomqVpBXBgHD48n5/u52LrNu6JHjvx1paRWlcGpcwX0OeaUHPVipxc01KcFMbSkFLXSL86AdQeMxIT8gkqK3UIpfLhgmVsRUG5OnkwamxpFyoXttSuHjmMfvUx4Y5x/T72RNCECBDTQl5Wa+/+fL66+9+PI9BhJmBAK0szORuALBt12ExHfddf/v+/j5PAsBpBPzDj69SBJEimEgoQaTczvF+137q2fved8xgz2nWzQPgPI/zfkbk0cfRT/dRCypB75OCGre1rQkphbalClHhWlslRqnVMmPMQkjMp+q7j9/sXxRz7+f7cQuMUkoQeabPyUSBSAzgui6LAt3Vg6DV4uqZ4MT70ddWt7Zc6lawEJcvt9s0RRJLyASdpm7n6P3UdXkpyyWQxkwUAjDBKJhIpO7q1qd3i3304UaUZLMjapHAANdQM0a8Hcfhmkj7HIfPbjMRiEXTv3v/MlM1DQkZGZMwmBxHnzPdEcb0fvaIOPt5jjF1zhhU+Lqua+Xr+oid2lJrKyJERSQikxAYLOx1vx1zDosZft3WgsiVp48kQEBmmRauWVIE5de3LxF+WVtpVYQBOAksDTEgzGxKlaXIy7YM7cThacc+mKUtNIa6AqL06WP46FOIKxOkqc1W2toWrkRcWarnPPQwyEA8R0c0gAiQYTinTTNEqnUZDjNQgwA5ILrO6bkPfTtPLJKEXMrDzeWRfc73fh7n4MRrW13z7EpcMTE9x5hqmpQGrpkZTFkwwQ1f34cHrgVHjtf9/TjOex+7z3vYD/u9T4vE+zlf76dOey4XnXj0SAN3GGYsbGlzzrP3Qvy5Xj4uTw14nnZZtstK4XNOA/XnrLkbKFXmNI1hgmjuY6TQcl22jfFlu5hnGnx4ulr4fQyHVITXvt/3+7efP0CGu7sZYhAnCnnmvt/TMywR2S19ugC9XJdS6fZ2byLffnVlzD4mC0e62ujneRz39/vbdz+8YmsR7199XO7v53/zD//o9n4srf7NP/jlN19dtxVVz/08AImwhMccI8zmeaQ6Rs4xbQ5wyMg5Z0YA5L3PP/mLP/vZp8vX6/aC7XO79N571/2wH2+nmW+X1d0j8np5KbUxQ2LeVE8PFllLq1wAoK2rhSMwY3WHTIjIM2ZIINjRz/3sZ5/itLhcl6sy3/ejOImIZfauwpUAdVjjy9PyfG0rk1iAGWQiY0HifZw9RmQw0Di6mbYqTAJYLEC27cd9v59nkVKJl1L6OKaZA+x9APK9z+M4BD3BLFVzCOfHp2ufw8xe1kvJ4DSfCgC8yOs83/udOOc8t6W2pQLmWgXdGeUc8/XYwxCB1HSMUwjW7aqe+973Y7+d96GTiAlJp2YAkuyH9nN6wo/v9/vZKyIL/3C7/fbX3837RKNx6uyj1jJVp+Xb7ahrTY62NUJj9lpkqctIfD0OLJJMZ/QZgzC66+3oPmatxTFnxpwDgKbB6+2wTHVHoiTsw49zpHuYXtZNkLf1Uupyu92JeWqYWhXWeRd2geIdMvCccbvp25vt9669h5KqEUNdeL2UffTbOBySTg0gzMjC61o2TipURFM8Mw0Sx9F//PI23TOMS1Zmd5/TOQkSQSgw3T08VpFpnsxUCYUQaVkKIFAWrNyWRiREZZWFIYlppr18fi4FPNXdzLWurZAIiYVRChiDMSQH+LpurcnTtWlMBa9VIINYuul3521SEJBn3qd7gEb2PgJSkzIYSQJduCRirTJDDUxDw6PU4qnncWaAYPMZcxgiQubwXFGWKkyJwACrKZiBc9FEQB7mw+ZU6uZdLZLAa0bVAGaaOiNRA9RhWvyw37v5sqwIjCTpdJ4zEvrUCRlYWr18dX1OQwNypG4wPTQCUBIlEt/vu7n7CIYyZ0zNqXmMvvdjH9qHxfD3t/0++Yf72IdRcowIg0IFh4cFAGPIPA1Tnnn7VLbUUPXTzNCvbcmE8+yXpV2XhUGO3dZ1CR5o8/P6tNbiPh34uSwLoiBca/l03SgMAb4c98Omet67ejixoLCO/vKBiSHxkfpISCQLTuhz9jEjJZJmaiQ0kXVlTnrbz0+fPiyrrNetLO0YNmfYmMft7f7+ZfaZtCCXL689Uv78T/+MCIT9q4+bcPzs228u20WkhLuP8d1f/uU8dkLATFefc1ChulQAkMoswsCYBhE/fPny6/fXQPjZ81OD2IAXEE88x5ye37/32talsBAgc2vVtVchkYLAPg0z5zQg8sz7OI9xVCrEjCyUGeHn7IDCVIjofr/tZ1eL7vo+z+9m/9Xt5ski5VQ1T0g++tRM4dqkPsLgmRhQUfFZlue1cWSGm54JcL93m0eq2ZmI+PyyOcFvXm/qIZjkwYwBxphT5wPj8uV9jhnkYaZJIMLfvrw8tXL2U8eoUlnW/RxuM6KfoL95e0PIcc7jtOdamHLkfH5Zr402qWN0jfP+fqNkg6S0l6WUwoA5VBGry3I/ey01AM34S1djQKPGa22rhh+qH9aXbXsGofD88n683w89O7P4cASJ4Eg0d8wwH+4W6hBGyOEisnx++fhyfS61IADgdNBWahMpJMPhtJw2M1yYa23mvtRFuGxUt3VLBBa83++ctKK8XJ4QKTQ0EDGf1iVJ0qJg1RneTwAgltv9fDvGMayPKVRFikMUpg9PTyg01EQN2rKpdotwDxRxN0NauMD0kQEJb/stiD5tVzdzDELiTCbwCKB0D0JKwiL1ilSoWo5Tz9Bc12WaqhppBqGHuTdIhhBGn8PLpdUyz9kzXUqpJLm0NFXSMUe4PIMkilk6x/V6mdNtRmVkRnUPyqWs7/f3BZGZW61HH/uu67ZAhpsninn00RFUnQyEUKRkEvU5PfHoZ0FptfYYxGBucw7mEp7n6Ne2jelMRU1LKXQjG1laKw3R7Jz7fQwUJ2ZBSoi7nh5z2izIUxNOHzp1wrpcPKZqitR+To9M7n0qY92E3cAAIzxjIBWRIiwcTiBTwQMD0z3VvCBxBmRWqWN6d+NiDulGRejDy6JgY5inJ8NaF+T6eipTdzdOJsGnsjSAT3I57YilyrL88PrlfpzRXr5plw/rFqYS8LQs6eM+x4Q4w/eZeqenl/Ymty/QYeAvt8uI2UOp0JfX+0xljvt+v81zkYoOhdaUuDRcl+vWfr13S+SIjAxCdvcBjsSWEAQBAJAv1/p8retaaluAZagdw/7iH/7ztdK/+a/+S0QRcJ7nHOovHz+dQ0st3/14jwBIvy4VMx6812UpbaufPn/2SNWRuWaEmpVSzCzCMx2JkAW4JAtxxYDbff+yH/y0POxXdp6t8uL44/C7qdm72f71hydwPMbZ2moWqnCc44ZRK5fafrzvq/rlaX08Rc/LEwMqRmsVMm/3E1kM+FTN6Zey6rQClYnVo8/DOVshcziHtdIizlvft3VDhMt26XFsXNLzt8drEd6oFJJTNYEKV4rgCavw29wR88Nzq42PfuboDClCpV5e9+E6C5POAcTH0C+3u4DxUlXNU79+3p6u229++DHUnq+XSJgxmckdVMHNH5Cn+zkromzt/dw3rgIZ05FhEdzDBBeEHGYsoOHdgoT7HHG/C3hZCyOj5dF3ooSkNF7qInXZx2QsH15efvzxvVXGMTYqQND7EBIhv16uKHEe71zYAFAAC73uJ5Ylo0z1WrnVxaxLxsuy3n28j72159KqT0WuQ02kHNaz21fXZwubHt7Htq7usV62rjck6OMsXK/LlqlclnO+MRG6j9Tbvn94uj7mVDq0a0fKRZobMpVD9bXvn1YsVIeT2qSkJOJSmmXso9/2vZsPokRBA0Byx96nJxJJYQqPhVqlggTd1D0JiQEJqI/ZkMOCge1UPaPfgpMT0ka3CGAYvfdzmCYj6pjn2WsrRYQJIcEsKEiCmpTWFkqyDCSChIxEfJjtibh6IDEnZKmFkHTOzFmKrxt6dvNJguE250iA++0gKmhzv3f1JKSI9MBAmmZhHuckS+tnZmZK7/5+PwLBMsYwogqRlLNJYqgQLK21ZSGkMTKQC5VrW60PHRNdKcEt92OoBkQZwwrLtS3uaR611QDoGh7/P5r+bEfWbcvvw0Y3m6+JiMy11m7OqTpVRbKKMiGSRVmkLEO2ANqAABvwjW50I137RQy/iq/8GIZv3MgkbMImLRarO2efvVeTmRHfN5vR+CLLQDxBRsacY44x/r8fz66zTwgm5h76NnsbA8EJYR4OxgDhMfuY7ZwQpBZ1W5HQIu5nP2ecPczYAocaEX94ujGCAwgDMwrTU9kY6KH9jJHYPzwtbv2Xb79w4qlDXRFjuL2c7+gavS07Oy+UPizbXmq4vd3fftte//r+FZiXXB3gpbdzdgfrZoqBNdZNnratiKw1EXgb83F0U1uWWnPaSknM4eHqbm5qbhbuU6f6ZEFiIoglRS1ZJO/75d7m4+xv9/tv/vD7P/8n/zAnkJKIM1Ba1jUXyTn1aWefZzvbcS8M+1qfb7dwXbbl6ePHbb8Bcqllzo4QKaWccyklwk1VJKe6Sa5AJGUFSh8/fEyIZvMxjy9vL4FpDHq9j6MNHx6OZ7Nw3NYtwqb7fn368OGDMPX5jpAQl/TaemuTOR1nVzUI7kNLSSWRTe1Dj65NHUmQpJlZhAAWSuF4HH1On+Y/f/2KSFtZzuNx9oeDzzb6VFe/cplqD9W33l+OBwDudWECAb/mpWakCo85xpj7ttUizOThRHzZLokpzK77ajYej0Pd21Q198C3x/H129txnEtdIsgMmIjRc2KLsEAmRiKKKMSI+Na7qgknNauWfygfl1jPYXmtjCgoSdK6VkIE5ABw8Ld+vrT2ejzGGAK0SF5SocTn6BwkhoWJY1wXEgKSVJaFOLmiDcOwy1aWKj5UUPoYDoQIqS6OeQytpTKJoNS01HoRWhLlnLIhteNcagmIcEDE67Im5NEmUzbHR5vHo/Vztu5huOSSklg4MUFg5neGErc5rrVcb/vX4/V+f4yhZ9PRpyCDUe+WUyYkDO5N1VwyH+cYNqmNu86OAMT44bovzBwx5/j55W0YvB4tQtjgeDuO4yySxHmhusgKgOY+5wT3zKlSdnNTna7NRloTJfIIVQMCUJtzDHMPMHUzHe00VUJgRiZhSRZ4NEu8JsjYcctLmJ6Ph825pEzEEaCqU8eMGWRMngRSZoA42wHo4SHMKRUgyZmKUEIENwsEkqdl8T6nujvMMYcBSR7uKPzL589snJDnORnLUD/aMMLH6O1dE0RsrbkHQCTiksq+rxDuE49778M8pwnAlBZZE+bZdI5pZsSMCKqdMYgwIFgCQ9vhPpmBiDEi3lFW01HNHo9XkYDoBBiGCJKSACCCQIhwEsDrUjPjdB+a24jAUIhHezjOuqQ1ZQZX7xZWCt/27VZqNvBhP3/90hL9bp7fYDoAemSSa8o69dA5yH+6vzWk19aZ6KmsGaEyJImw8Xoe3eB4zGn28/1bA3UNIckltiXtdVty/vH2dK0Vhb6+vZS6OECfnnKuKWcGxggP02lqc6irhWkWTiyfbldyPY/29fVAQge0QAjfCqL3MXogppJLLWUtRA5uby/fhKFk/vB0AZ81pVoLYizrltKqwdfbc12rJAEERJxzIlFKKdzNPJBTznP0CAxKv/7hj/6r/+K/8gY5bU7kAqWWj8v2KVcOQ6A5MKKiZJR0P5qpb6XWXMKxu03TkpMC/PL6qjPu5/jyem/DIpgYiYEIAOzv3nzIxAxMDtHnPOd49NGnmQUiG4S7rbkW4t7OgPCpw+zleGC37+tVQkZAnx7qWagWMZuk+pzTbV0KZpywpnpd15renQXuXW9LyYzlPbGmJpLNfLqfvbfpgfL587dt2S7blYF9DoFJpu84xZwpp7yU7VJrZXIGVd3y8ujta7+rzScuORDIkWGtyzj7bdu2WscwDKopJWDriiNy4pRlK7VIwQErFUaKzAPw7MrMIGweXf0EmBPG4WCp5l1oEZXE6dTp6miIQBG0pJxQfUzvVKhUrtPwOKeELHnPlJeaEIwJwPT759uaJKMUquL5Wq5ZKkTqp/qIigWDh9pQY07M+f52CJIF93vfS43E9+PoTRESBJPBVpc5BmOsa35alp0TOgTzUDRjelo3d0eGtaQEUVLstd4kc+B9TAxYslxSZYCjt3aciQUYIWLjkjEQnAgg5kIE6t38XaYDJMtFiK3Po88hXN19qo0RYw4zHaObRX9MtHfKZVJ1B3QEYSeAYbbmysYJYcUsjjonEjq6sUtNJSVGLEmKpNF1mNVlWRY5h/VpAbiWkpkF+Ojzy8tjvXzMgvej1VxczxnTCMHMAHvgy2Nkyq7sApKocNJuEU4QOmcEBEobepzn4zjmUKJU13XSADMmqFla631Akb1S2pctCZ7nvZ2P9bK6272dAUQoidOS2HUeOgdikGTO7LLznowjoJuWnH54/lhEhJMZLLlkkYhwZER+3reV6LtL3Yu4+5wOgYh8jnFYnzD6HIDkZu7x+vgG0W5LuSxVKAWmAFzKerw1H13Cl5wvUjfOA1SqfD1flU0KntrWdRGk7/ZbRUlc2zHnmFlSXXZjsFBHRwiY3Js27aNrTimXLCxv5+OY7VT9drdAysw5CTIDBIABhQERp0RSpCRkBP344Xae3dVZ5FJErJ+Pxzjb/e1tTpvdIVBqjjAG3SrEPOd5ZHIOXZcaATmX73/4kRAlMRA6YVnK9vQEIhaKLJLLHJMQOBMQUCplvapOi+C6/Zf/8//FP/rTf5xI1m1tMLHYtdIfffr08bZ7WGvzbOqhy8Lk8HgcZ3tE6L21x2OqTp0zcY2As+vl8uHe2re3tzDPKZWcSMRVS0YI8OnkmgUes59TA3AO6C1A81Pet1yONl+Pc3qoRRJea2LEU/1ug5NkBAwDggD42h4vrRvnl6FJ0xXyVhIjj+nb8rTKVjiZ63He1yXlmsJ13zYK8qmKjgXP1mISAczQYXOted8uDFkwV2FCsG67LEXA3PalrAkEqbuhEFJuiG9x1pI+rdfrujKLesQEUrhtdUxDzkRs7kgpgoTAITR8mlnzpMCuWy2B6cv98eXra2I6Wmvn+e3b13O0x/0RwzOX4+xzBkfOWBInN8TwnJzZay5g8Lg/7veGAYWlcCFMY0TrqhEIyJDmCa5Wl4yIo/cl1yqF1KvTrSwpIkmeU5kp0BKha7wej/McZnC33s7jD54+7ftlTBMEIvEgEDaMt7e7QEamWlJm1rMxjFqE1nrbt+uSFwIeFga4LUsRToxVUibkiAC8H60N7WqAYFNH64hM6DqbRcxwKhwho4dFgIl3kGBGXGqqQszoY0iQmQIaoE13Vz8eZ3ucYaAWQOiu7zMQSdkUCJNNr6USEgeyg7uLpICgJCDURpMEl71igBtel3JdypJ4y5kVFVT5PejJL69vn+/f9ltpxwMJUShnYo6S8/1oua5d5/RQnwC25LSVeqvLd7dbZh46jzm7Rzc3gN776L33uS2Xp2VdkBZL60xXXPOA57pXyinkVi5P61NMdwtCNvM+hgilzNfbh21Z0ZwAPdw90ElABAkMwdLjNMnycdsuNacs78yHADhnM/B9W9e8PNX947ruNSMDiyQqZsgdnmVZsqB7nyNX+f7DlRBmwHBwp10WcdyqXHe6XBImAzFCyMxv9yPJsqRyHo9lXXrYoeNa90ve2GjJa8XyMe0/7pcqiEhI2YPVgSnXvIdDYm69dZuh5j1eX++P3hWRUmIRJHRzN3s3RyAjIqUkKTExE8vtun334Xrd0uzj5ds4H0MozNQVdLbR7+COrktKNizM9rUwQD9Od79c997P1vtUs+mz67ZuZSnDTFJKOc8xCQkiSl3yspRt55TPPnJdiEgkgbCU+i//8/9SIIUHQKAgFlbyICJkxPS7z18ex0M09lRXSFeqNRdC9N7hfbIPvpZMBiVXZBkx7u1QF8nFwI8+3CmxbGVJzoXT/exfj7Ore4QbuOpS+Lavo/c5XahCCKC0aYE83D73x926BgCySJqufQxTt4lfWv/5/gZ9+tDHOb5+eTP1kvOSN+YFghNlJHr0gxLXwozxrrQgTqZOgEhwzlPBjtFSrXXZasqZyedAs3BXU2QCxgy880JOa11z4iC4g7cZWUvBRSfObv4Yz3W9LUtCXOu6LsvZmocfrT2OO6OgUcqZmcmpHzM5FGY3Y8bTD2TfcoLEhsHEY+jxOAJjTq1SkhQiVlNEEmaPAEJO8mjn4zgIOaEQQKhRsDdwlakBjgiRs+RamAQDapb9tnNKGL5Keo+DL1IuZSlZxuhuhoQECS1R0Jgdk5ihTRcERNJht+uzBbw9HjDili42eA67rEuCoJfj6H24hjtNJ7M4j8NC1TxTjvFOWUWzmOZtzunIRIHxeh6SU0rZbDZtX48XYkwsAWHmYDiaqhoRF+bAEGD06L2/d8GWshcsj7N9e/n29vp6nB2RGSkChUsYYQhiJhCb1kc/e1fz2efoc3YbGl3t73DU6EQEKETERAixrUtKQswWCmx7FQb48nitS1kS2pz7ulM4RUTEGMqZciEPIDJQLSJryeheWYqIqp3D+rB92TOnkovaPM8z5fL99cPTdtlzxWbf7benfQ+PfbuseRGjhagK6HgkwcTpcT+IGZAiXN6Vm8CJMgE9Hg+dcyklIWEQYDpa22r+sK7P67YQJ0QAdw/1GDoAo+R025fny7Im4QjQsUgWYBjzU6q/2m9Pe1U4kwAHsOOlLijUfKIgCaV1GYF53Z2JEyTyKkzmH7dtIcmIpch53s/Wc60flpXG3CAvIU+Sn+uCGm4IQEzCzOpInCniPM4lpWvOP95uPrX1OdQkS63pspatMhMAECAhMASUnN97JiWnLHDdazD+xU9f/v3vv0wEJgefrkNHy1mQEEwz81IXQro9XX/44bvL9WpmKcl333/MiUdv62Xfn57qvlLiuu+pVsl522+SSyDmtVCpkFcpC7Hgu4dKDSU58Hff/ep//E/+eYWSgNQUM+fL4hCZEyMPwy/38fboSYoObY9xW/YqiYhbH+Ya7sxUEodpzSJCRx9thBmWVE2hD3vfohAqt3y55UumYgphAQHT49GPuqSU2EagcZIcEI/7PQEVlrONbkbCpsFAVaQA3krdltJdf3q8Nh1C8jj7mP3t/urupp44r2UrXBPVcboNqGVNLOQIk54vH0sqDHRd9ky5SLZpn79+7X3O4YS0rgshJ05ESZ1713Cw6epwznGcR8n1cH+461T2yEgirNOrlMuyonoiWnIWRrUwRwdzdTOYRsIbGIQODN2XXRXaOSNsjp5TrqU6Aqc8mo42RhugkKGwS075sm5rWra8IWLJidyTsAOYWpG8ck0oAjk15CBAWEo9j1NSHuqff3kZ947maUm4JCXqoJRR58ycCGhZiumoIuCuUzNKjGAhoIhAxozuS84SjD3Wuh7HgRrisuRtNqyw7rTSMR4GOm06cs5lrVtAdJvT/X4/CaSWZV/qWrLb9IBfvr2lUoGxozknkZSFzNox29A3i3O650UigoiBxVGI+Ow9SxEACHjvIWapRcqMcCJh0mlzOCG7WpaChoULUdrWi0geczZXFAFEm/O8j/Ohrpik/PLt7shtzG9vjxkRiHlZPr+9uLj1CIWm9yqaCM5mwvnHj1dyT8ACQkBCMnWSwGWrDLgvS8bkEcu6lpwAAiNySmCx5/1a9sKplooBr/e3MWc4Si3bpa57DdRprbk21VqW23qtVDMl0GhHLzkLyeMxARhirosIc2vTe4CDhXXrmdOS6/l4TFUP6uYJ+UrptuQ1i4QjwJxx9GZozk6JLpf1158+VsLn6/LpttNKr0m/6VCdv3q+bZm+tPth2sfMDN9dVymYshRKgmnNy4fL5batxLBl+bgt87gXxstSCuF318uny+YSLcZ1q0DKS+4UX15f04QUfD4OmzMnCfRjnOfotZR92fZUVqKPW6lZkNDdSqZ9q1uVfUn1faEoOOf6DlXxMGFgtMQ+bfzy9fzbn+4kfFvLdVlqkZTMTc1Acvr+h0/mDkSXp9uyLqnIr//w19u+MdPT0+3Dx9v1uu1P+/rhSkXm6JIzMqt53rayrWXfOJfgRKkASanLUP07Uh0Qc4KU/sGf/MNbumxpE05EVJd6ue4fL5c9Fwp5vfvXoT1sMv7VL79PJJdtHQ7nGEhDiM5D1en3v/tcYClQGSXA314OO2JPqzseOt5mO3VGs19fPt5428t2WVcMCEpvXdsYa63ooWO6W0pMQmM08Hg7x/1sRAiuoKMEfir7r67XQkAIg6ALvDzuRz9IoPfDzVWn+Uwio3kGKYQELhIi5Br9PlZartvF3WBGwXot+6fbjYAR2B09qNRFHYWyQLZJJe9VyngMnHAtda1blcokX9vx0pprUEeH8tDo09d1Y8o+1Gbbt92diIpkPnofgEYWYRhog0d3BbwfYw5fJDHjmD6OnkmYufcR5gSMk9gkGqaQvS7P+/VStj0vCbCmlJlLyuYBHuAuJAyo3x63VHy2nOh+vxPJGP7Lz19fvx7kyBFkRkxUBBiA0AMMfNrMiZdaiMnRONG+rAh4PF7DjCkRJUbcJF9KXUvJlDllSkIQ3mfofFoXqsRbKUtOHAMhEuW1yL09uk8qsm8bCy21XJbCgFP93u5nNCM7R3t5PX1GCqzETHjqfMw+5nTDUuv9UEpLZnZ3AhBAnAHGiDLHAAckWfOapAinLDkgpk9D68MIeIwDwGMgx4IkqZRAWi+X29NTKhKIrj50PPphJLkWC0NgV98y9fZwdXdwx5rqvq6JcB6jq9dtQwidKLwIynQlhsc5pwIzrst2rUUQ0Wmpmxtv21aYb8ueKC1lqWm/lO3T/uG63DBseouwoePr8QIlCWcH01AUYEZgul6envIFg67b+uPTU8zofSIIIuUs3brC7DYsHID7ObNkdPIRoXL2AOQMcF3367Zdl5rQHAcy1YVREFMuiQV9WzISdte8FhJ5YD+4v9wfhaj1/vvX8zT/dhw548IEHgkTB+ecjzb2so0xWGBJ1F2dnAgCYas1C2qoeSSJbVseenbrb65f7ufK5X7cP7+9vZ0HIKqNs58WkYFU7a11VTX0eztrnmVJxJRyzTllFjRMlCBcmMLNZ1xLeb7WnL2P469/+nZ61MSfarmsXLLUkrMwgQlFzmtdtsfjUHVkclcP//jd9xGY1+373/zm13/vT5bLFRERIQCYExGnZZF1M2IgcUqp7hHowEAJkfF9KUWSoXvYD9/98E//8T/dU/1Qr0VyqnTbyy3lX10vz8tihn3i4zgkZ6/5l/PbtmSfAx3XVJJwAHFOPcANf9z256W66TB91Z6Xugir+n20I07NPmJoGBHmzIllLysCjzaXJJ+u1yWnfoxQvu0Xmr5LQYtH632OVejjugnwUHu7H2R4LZdF6FprLZnQxYWBhRk8hUPAO5ysVeGF5T1r8DbG19bvb0ciOfo8bQSoxUiFGPOS1qXUDMyB93a+tPZoD1Vfys4kIkXH0D60O3LKlMZbN+MucJ7jynteSh+dARMthW/giYBqKaRR+KJgAUMSr9eyfbgAESqIyERVm0nSdHj0FhMqJpiO5gkxAbHzt6/HeW8Za8KK0+fRpUOliiIiucoqlIa3GQMAACMsrpIuqaoFYU5Jvv90+0f/+B8dqt++3sU558SIc5oBUEqOCj4AApIw8a1sT3Vt3Vp3ASbh6Ucfjbhc6tXVzSOh7MuyYl7zyoDXbQUACxcW6DpdcinLGC8Pja0g/x0g2yYqckolVzUAYqSnfQU0C22P43K5pVoEnYPfesfgNl0yttbSthOLTi2ltKYzQAUewx7DU2IzC1aesaWiYQwehGHhTsxZu4UDBPnsAwwFGXNm7LMhQU31eUVzMJ0YBEN1zMyZczqORxVamZdgHciY1gKZuAg/b5fHl/v9ca4JILIbMXofJxAn4nBGd8IgikRsCBjgZm5BIInT9bp9+/oVPNZSbMRaqpJBBAkfQ4f6O6yzsARgTSUjiaTf379crtcfPnx8Pd4KUa6LwrTusgkLletCSsOGEnSdlyROCRQuZSfnYFAzyqVIcjNH37b9NB+uZz8u+xJqWRITHLNzomEKXLdaobthX0rq00upH5X+5u0tUmRKiSTX9O33P8vGkhMyjdGF0NxPHYHGIiTCBB6GCCzIhgRcS7oGNDUq7AM+jwZCOdcxvPdRi6x1ndCI6GzDlQyiCFVKzTyxb7Uc2EsuS041yRsaCgc4M48xEYDRbluyOe7DXu8dPJ62UlYOcA9zh5SFycNtjpFLzjmPoUlI1c6zP3/4MEev29PTj38QHDHb+XhpjffnH4ll2ox3nKU7MkrKyAKI6kqpIAExB0aEMqMbOMB/8s/+ubXj569/S4bOIFt6G0fGvCN+e2nkQkxrTmFbmF/2/MPThsJZeKqnlML5er2mRSrKzfXF3UQmB4tOmMLoA0bmI6xrM2gUUjDt10VUv1uuAGeQnzEvXk6fj5fjonnZPl729ankl+MuHqUU4XzO9tIbAIgkKZk1fyq328fLL49XN6zCi6ebwLTTx8hroST3c3xYn25r/vn+ci0rh7+9fbnxh1vaxgCzYMAWZmgvj0ctHCP26z430z4yJxYcU3XaUhdk//L2EJYxx7pulev3l2fF8WLnE8UNl+nzDtqtyaSKRRaG0Dl8kUwArXdifptNY6RUktTZ5/Pl9ng5UsrdH5yqUJIpGXgYYMoRkFLCOUfvdvZa0rqtX769qMfL5wcyllx9TAkKkFyqOwyc9Lyi+Y8fPn5ubd8uLHn6zEn+3p/+4V//xd8QcCRCzzHAAKvkOV8TLyw5p2mjrbXWlKfL2+Nx3bYP2+2rx3Fvx3nk+skRzP2aL5O6np1AiuTbdv12fz3bJEQOxKEKAFlEkpjFXtfLmgF6UH/0OyFiTAYl8Kf1liVdLttlqW4K7JiE81JrFSkRKMIR8DibSAKD0TWlFbF0c0OA5ECdk/Z5BkUpZcuLYLIxdahZAIT5HGPYO1ZHkAkzZx+45IsN92m3dVspM6UtbQsmsMDAUP/27dXAbWqm7EY6w9RbnwH0Ybt8Wi/kgEDmzkGfLk8ckVBqzpd1Wda1pBLmJaU1l7VUYXYzcGAQBlxrIkI0tz4ZcBHJkRdaBJiQhTM4IgIjUYAQAULNZYxBiFup1mz04dbdIPNSKLP5Jctt3QRAkFSNWSBgzbVIinC3MAuSNFUR4LJcipQE7B59dCIcx0MgiEAE15JZyNy2XG+5rpyvuS4Bz+vyw/NlzVxLPvtw81KzU0giC0Xy43wkETMTkSSJRKYZILgpIYOFTUPiKpnQkWORdO/NcgLHWgsBjlPR+Hm/XbY15zIdSAoBFUgJiCKSMKUkkmpOa31vbaF7mFoEEAPCHOc5ux+nH91WketCnDAQ1RQwmNB0zDF+/vmX4zwkcS2JCHOtrZ0M9nS7nL05EuVyHg/SueaCxPCu6kuJRdJSU92CkxP00ZlYOAExcCbicI05mZlEgNKf//m/2PJlSauEJGYpZYbXkve69Hu3iYBYc6HIQvm6btdlJST1GTa921KzVOoISCCE4hRHeMSy1sTMQe7RVNUscayJLqU8bds8O6v/wYfvMwpg+LAfbx9WEh64SylAz2X5Bz/+wZaXs4/Xxx2BbFihZH3E6G5wP89LLde8hcV5njZnAriWS0Ke48wp5Vz/6re/SyI/fPokyLey/8HtA/a+U76tFwhaeVlJaub7cZi7ni07ru+MGaTjPF7f7gEeYBFxuzzVsukM0Pj0/HRbK41w8Me8ewQTMYAQ9N7GNDPr7USIUJfgMHx5nK9HG6rCVFMhx+S8psqKCxcKZCAzm67OPj36tGlKTPt1d1Udk5GWdQnmZdsEMROaD3dDR1NrvWtvXGSE6zH2sqJjjKipztFZ6PvvvxeAAsCmMueCqWIWIEZOKB+fnrZtqXUxtedlebpdh1rGtK8bC4rQ8XhbciKLx9sRDpIzEI7RV+bndS+cySa441JrzkmdOCijlFIrVjGap+oI93RZnta8Vllw0Bwhkp5ve0a4Px6nalPLS0lZGBHCzYNEAFCY51QAUvM+tHUTztfrbSl5jta0d1eHQJel7u+ruWM0AB2zRcA0CAiCQPXjmL1PJAr0sBDgmuu1bteyHa8Pm+rqY/o0GB5TwT0CADh3BQXJKBdJMAyCkyCELmm7lN3NLpeN2B1xu1zQEQ0FefSOgCUVDBrndEPCBAaJGNzm7JISBK61PK2LGKHiO2pj9hEew2azwcyc0nCbqgTiHmd/O4/DBpe8ppRYSAj3lDMLlWzgROhu4C4AANHnnBGchIkZaZFSpTIxAOWcAHS0U1WFpAQy4jBtoW/WjzkyU02IqE+ZnvcyYtxnezvvzAQQxFhLRkJJvNaFEMMCA8aYR2/wHnWgRIhm8zwbU0aAfh7PpS7EZuZTVbvqAEf2tKR1LyuTHK0dOpHSbb+tS3Xw3/72c2DS8LJUEkYiiKAA978rK2sRHfb61t7OeXbdl5xQPWwMd3tflLbz8Xj5+uU4ThH5+PFpWUpdaq0JkF6Pni+3X/+9v5e2FQn32xPkhSQf9xczlVSQ2dyYClCVsjNXmxZO5gSYAARRBIiJ3MzDKefl9uEf/eN/RpDG1IjYSiHhUsp312cEPvo4jv7+L3Y8DLB6IKAQMlMwhWuf1nMue64E0My9eeq8pgIRJROREnlGLrgUTgLaHx0pB2A0/37/VDENin6cO/H2dCn7OgCH0+x+2W5B1F0dXKeFhyCtTOuWfmpf//b1t5RCCg2cuFKwRWCSOocl5Mu+01L/5tsXRNrW7VXnl9Ffx1xKuib69vLS3tpN6tO2MlMfc6/beBt6ugE9TEfY0XuzYagUsXJKmGbzfrbMcLb7wnWpyxnz23hYWAlcSzWC137/dn/zQADu07a6rWl157NrLcv7/DI0UIOcVkg/Xp7E/JKzMAYqE/qMMJimgOHgUpJDtHaiBqhTQJV8WTfD6Do4MWV0Ap8xh3nK5l6ysNDU00YTEFS87dvTd8/5upbLyomtnxyMlno/wtXNSi1v/VT0HHGrVcMtouS8bcu+LClCAgon8wAQD6DEQRZglNgxSDiHhk93DUFhZEcUptFmkUoBSHjM6RjbuhbJORF5jD5IZFkrBTkQgLmHJK6Z898p3uC9d+6AwyYGmpM7tIcek/Zt/7jeMi8eoDYm9NfzoYDvTZCUOSWZ6uagCtPN0XIiRsIAMz+nGhIGBOJlv/mYRIRBCHyckzCLJAZA9H25LJzb0ac7ujMVUyA3s/nzt9dAipjhQMJDm/rc1iXlvK/7tH62mamiw5IyBlWugpQSryWrMVGtaQGAy7pupSIEus+pklIiYRRAYkkcEaYijBiF6ZI3AH0cb/2YNa2X9UqOS6pCohoUGB5D53DF4AwJAqd7GLpCG5Y5bWmpkjFgdCXhvFShlIBVtZA81QsJYi5BHOB1WaTky3XNKcKUEkrCSj503vsAAALgLPCuTSRhkTDdy+o9COlyKUuRQmlNl2RcSdSjpPjhukp4LUulTFKXsm65giFFqpL2ZVUMT4hot3X9/c+P//BXXxEKYjAXpAIkFEZu4AqE4JEolhJqc9hcs2SJwAh39cFC7iAkZNjv55fff+nnJMJlKftlK6U8XS+l1EBxAxsj5ZLW6/7dj7xtZVk5VZQMyIAUlIAEAsfj4f1BGBoBLEApHM0DiYDgPSXoxD/85k8/ff8HACLEyFO1+TQISwki3Af41JJwqCkoJyqScy65LqlQhOvwqZM4FaEAG6rimINLWpArAYM7AiJyohRIfQ4GL8yjjzXnp22nxPd2em/QvmQYJZVvr0cfGkN/WD8VXoZPFBiuGubhlXgrdUQMb0uVZVnUzQHv53k+jOM9rIyXS32b87ef32A6AQyMVPh523aRmpILJSmXsjxd9jm6EFGEH0oTMS1D57ZVJDILD54aDFglFUprqe5g6Ci5D4QpAKlI2Zc95Xyp+77cftg//Pj08TgfhbIgZRGfo2vvOjQAHOacRoYRO9cPdb+QfPr+YxPrhGoTCfucWRIt5fU8Zkw1Pe7j2+f721vTadMmMy6SkggKXJdSy7W1fm+PAW5zJBYiaWO6qrgFmILreXJhWRcIG3OgVGYmgPNxjnOEKjF5oqOrEM/eFqlLKetaLvt1LSsDMYDZNNPZGyG3qa6WkagmWVMWYAauJSEGUgoXIl7WNeeylCoZShVElJRyLonzkhchrkmEUBLnmgOBEPd1S5wQYcyupkhQMkM4CQXCUmvJ2F7fzNK2Xj+W6051qHWbGnrOo1tnJsYlp4o036VA06OrJpJCOVNJWFofZ+tm0KblVJ8vzwK4pJwwza4iuFQk7wSOoJdl40gqXLb6tC4YAI6mMacxEUT0NtBBHHUIYg1CirhyIUcnRGTmNKcKSbibOiNhRJjVUgBw6sy55FQC2RAQHMAJIUkikIQ5NAgAMRBBUg5kFGpzuFrhlFgSMzloH+GWCBMTIYzR3RwDvdvs6go+VEgkFYYkngsUUEiSb/t1yaUwsXmGdFuuT+u+1nViOk0CyrZePl73lflxnx5SUiWDx6N7UKJUpEwzEEKMQFcIEH49+0+fv80RhVNCYoSc0sftaa+Xw/pacC+0ZKxFAiLIH72dQ109M5eE089J1Ky93u//6r//uWsxyAAZQd7dt+guiIkIAxE5At9dAEXk0yX/8LxeamXAksucioi9D3VT120rNvvb189hMwI41bRuzcbb/aW11zmO3roCQt1xveXtGogRAYjIhfNCkj1cBOc0M0+pMlck8pjhfZxvOho4iGRgycv6p//gH27LjpSIBQHGeS9gHy97RHSL6VZKKSIZ8ZJKAaZgNwCEsiyBEsR9jsRyW7Z92dzCupEhTbzm25q3lDMLT9egqLvUlT1suJ19bOtSqkCi+vSc1wvo/G6TD1vljBaNTH/YnyqTFFIfa05mahB1WYP4oec57+CKQOu6qzoY0kCesSBn4mn21k5GLCiJOCJezzfT+Zvb87WmY7Y+UVhqLeoTAVERB7yPAQrRkjfApObNdMZIlRw03IhIIU7rrhrqdtqKNZxQKAvvqWyUf3h6ToRV8laWJ86f0rpAiuDe2rTpEAr+8H5Yz0vq1kEgrXm9bZgxZSKGIDcyxDAHcKycb5ctZ1FTpBAEdqxSIajZWIp8d9lF4vTRxzDtwmQRw3TMEWYk7ObYFAAuT0/LWgghYfKh7gYEFVnPU7Uxg/tEIO9+3a4AVHLKhdWtj9mncpZA6HMABKITA3mognfT6ZAlZ0klFcJ83a+SJOdauGSmMDSDAJxuvauNsGHt4e3Al69zNvEJsyshmWsqgu9HOkVgICEiYSABEsR8bffHeOgYbudUyCWAGJEg+uwQgYEIkIXWzOxufVKQILk5IRdJYDGHvr0+TIEg72W/lnVhqWmhkPCohWvJORWmSCQpeJqlmooQeRAwohCRMBWp572BeuVCwecxwmHOsZU9s9SaicBMEVF1MKKZRwS4vV9WiGAREU6AjIzICDBan8MY30+sv5M9qoV7MFBmGWbDdczZz0OIGSkR72XJOQsLA8H0RIKIGJEIhSF8mJ1mDdwScobMxgVF2xTEKum2XbKITwWFPS9bXUzj88v97e04j5E5/+bHH5/2JddkMS414/Tf//LL2fr95c0BkDBCkcARnCMS/u7r17/99vUx5wQ/tR12Bvqeq6REKVhcUUOCqAN1hT5BzzH2ZdtzTkgWIaX+9qfx82cwhHMelLIjnH0SQEm8LhURwDUzrDnva73sG3o8X9OWYS2ppPTepjWL3ufZx367PD1te2EJ134KBTOaehi9fX1jkm1Z2d3HCAWfMUb3OXS+f6dz9PHudKZU1+sH4ASISAIRQhg2wacwIgILBYR6fPfdH9z2D6DIlMpSMaEQ/Pr56VJq76P1zkJJiAFRYctLQqIIRkanJNUdUyqFUnFaOGdOmaWk5H0KMGMSZElMAKieBbmgCnxu5199/dxNU+Jg+HK/N4Mu+PX+bV2zoUHlh7Xhuq51qQkAtvXCnPX9Wck8NQTzpWw24uu319aOOU4hpkAIJ6K6rCLZ1NCcDbLkul36ROr4ad11thmTiBjJwwnjtu854Kkut3X7tOwf61aRbWpEBBiie9hQq1I+1O3DutWVt1ueerT2tm9CYQAw3F9CZ+heSypSUsaE98cdjrFq1MSTwB0qsWMYBgpH4tfjzcNJkoe5KwumwgRWa6IkfUydx2XNJUvKQmAAZq7qTsGP079+uS+8fnr6jiShkLvO2ZkZCR1hjNHbcKZ5djIwtcSYhcAopZQTkwchiggBMIYAiWR3p3AIGGMChmQKRFWdvbfWzJ1IpsKjTUqEAjBbH2c/793UTC0cai2mBg5gYEqIiTCpmaq5AQJR0O9++vL5l9eXz2+//PbL+doJOMCHtTl7xHs0FoI5ABkooWAEuVibGCYEj3Ee4xDEzHUrGwXbjNfXt/vjW4TVuqopJ3Gks/c+m8U0m3PqmpfMMs4+2zyPwUHXspMDBax5swmIifOKlN/VgAxIHgh09JZTTlzc0C0wYsklUbIZAOQxEiMqqvvbbGVdY86SOVwRbV1KTgnhvQ3wDibRgPBw90lulYjcAWhOG0PdnMkDzQkMGakIJTbbJFlX8zBwJMSA9+M1zN+rVAoWSpneUWoE4IJSUkmSwQLUwB0A17p8uFyWLKMd5/1+Hv08D3d1tzE0ARahvZbb8xWZXu6nOe61lLpMA2ZZJN3f3lQnMQ/VOdXcVIeH93EGTkzx1h6BhCTm/piPxzwWlk/b06XuYEEg5LKklVEApA97edx16Jb3S7oshD7lv//Xv+8mwqLu3cgoGSIx1pr3655LSYmrwNOWb1v6+OFaazEfdSspcUlC6G6GCOr26Yfv//Q/+odPTxeb/bLWba3azoz+tOc10V7z1y+/GHgwmg9BsN68PWwcCDFV0WO0s5+PcFDIslxB3tfyCCLMTOT9tMVgP887+HSAut3+2Z//iyql9+kEkNKMqEKfLpeFJZMQooNPc1XQqZnwUmtM621QkJun94pLw+7Hovbjfv1Q11qk6aGmcypDLCzXtGxpEcQ+To0YUyNA5B0E7m7Kubw15fAMQEGUZLiutT5drszS2hSpNa2uBuCJaKHEbqZnKbJu1UApCwg1Hb33hLwuCwJsuRYSgsg5LXsd8ySzj5cVsZ/tCMelFBJf9rSV/FTXSpIMnjl9t9TvrteIMLUlF8n13vrP7fHTy9cccFlXYszbMt4ne4kCYV838EAgIn55fZnWUk235yciv1zy9WmHzNbnr6/PHy9P6JQkUy7ItNb1sl4YGAMi4OXLS1LctzqsSUkRE2LmkkopENa9meiYjQlrSn1qn3NflpQzMqfEiTkRAiAwGUaoBVMwzaOPxxFzstCYOt0S01pKJH5rcwwHQxhgiBPUwZa1EgmzlCVxIvKA6VkEiTxUtU+bEhFuygBz9HCC/E4UcAoMwjkNgR1A0YmgJtLhENB7J+JPzx8LU1RilNkHAZiOmuscOs9wDGJDVGYmwAD3cKZM+cyOfRImRDNTA2Q1AmSkCUmccM7OIFLkPJSJwwGBzt5YJAHNacx82Wp73L+0+emyJ5It12+//Pzx0ycluN+PLMwpJ1g4o6kmqh7a+qkmz9tTkDkggYDOvS5MLATmwUzmDgw6Zy5kOMB0KyWARh9bKWPcm4ewuOuYXXICpyQCQvNsYDjGAEEgC3BTZXBymH2sNc/3U9UAneD9+mOKGabv/FhkREIM4rNNSb5wEcySioPN3nPOLLVrp1A1H1MTUiLsTeu6KmOzMWMuUlxNZwDAsizfXl/2UnOt99me1ouZe+DZemJ+rhcBmeoclKKIk8/e5lyflwhbl40RvtzvGdOHbT+6soibrfXjo9/PlwdTrlAqMrALmpsq+tf7Y99WICuY/oe/uv/VT13SsxBHUJ9KjCLESkgx52O97VN9X/HjpydKdozRbERiKu/rrVutdSmxLcv2VBQvP7+8ffzuh5KrkEGQdEftZU1HdBu+bQtJMsScEwh7AyB5/wggkoCqaQfYkIiYgCmA3Oz9oQ8YIglAkLIkAgSIUI9P3/36+w/fff3LX8awUMhZ2hjWx0LpUsoq6Zs0QEYCHnOTcqJv67sBIsLAEhNl01da2NALIbove3FwSQnJwY1TwimCScGmmgeC4+wmBYTIiZknIeS6JJZL4hMDK/XWs/GWl9tl+vA+1YmI83k8Luv2aH1Y3/KShKZw4dRnB9BCaZo/2knopaQinICclqljX9Kh+K09SqHndWvz3qc19CJoqqUsO8kPn7775XdftzF/8+Hpt19fOlBz6+MspTi4OijaPAcEJ5FpszC/nd9GnAhEDtM8p8RLnuMuyDXzLuv0IZmbxqVUCVcd+1rdAt/RNwjLUrUfu0gGglxeHcyGY6ZwlCzLYnOUUoBQAZiZiBMSQuxr3vOKEecYOicFWCpJ2HsviQwpswDS/XHWRLflcpzH7EMuKzCDE4DTO43HgzwtOU9pAT66ISgxZgFwJURwZxHvVtb0mAfquKxbHEAwOUPBidYtpcREqt1hDrUAIsDQ6VN9KgfYsD4HSkw1tBDTVdhU3b3WhIRqoIYlVUH++vnbl1/e3FBwYcrm0ygMrS4rIjlYoIcZG5LF0DHNllyFk6rlXHtT01FKlMrMxZ3dycyJkMFM+3bd96dr2fi0Y4Yi8/PTDQFul+vTfn03fpA6qqoOADKn69OHhLCXkoE5JGGqqWCYeVNtgAYQ5qgWJHye5zAn4ZyZ0FtvcxgiIgCER4C765hzjm5DYaC4+zCdDPDOQsQAUC1I4HbOs802bboPQmOkNsaj9SBkESFaUy6ShSlnuSx1TUkAKGLanNaBYM73354zS0rl7L2PaPf+4fZ03bYlSxXmQNKonHQ6AtVUFik+HYN9xBgaFuuyShKHYCYGXFP5tN4+LNekdJFasJKmmlZw2Mp2WYup9+ZIQiRG8HK+AcT1stUsEKZzRAQh6uwG02gyQxL6cvT/y7/+G42CmYCRACggIjhliHf3NX7++vaXf/v73319+/lttEiUK8k6PNGyet7/+mv/P/8///rf/d6/nqnj0//uf/9/+Ff/+t9dPjztH26Uypz6Thpz8y8//455XG57SrvgmvKz5JvUjcuScp1nt6GIRBBuFgCIGO6mJiyujvC+/JoDyT3eBZqMyAQALlL++I//NEslgKW873Dlball4fv54Omk4UTE0s/TXTH8adme90tiGbM364DhbVzrvuaVUjKyR7tHWElpW1ZExCLG4WElpb2UNQtifH354m4siKjTwwExyUBESughLJRFIx6PB4bvi1zXkiXlnC/rCqZLLcuydjMR2pclJZEiGPG07SWnQDu1m6BJBKGak/AIhcKn22vrbvrj021dyhHzCOtBX9r48u3rx+simd7G2cbx4bI+c1pr6rNFP9k1FTJUoAA1dWUIba21IYElkXqfoJ8fb8icawEGQWNG5P14PbNBTaUl+N39xcNz4SBow9tBeprpAdkeOmZvH28rl/LL2yPXOm0icyCojandwYVLXZa85BmGaMQmmQMhEY3Rp842+9Txd79jiJyKUA7EZkPBIQLCibCd8+3t8eXLFz36p32/5AxqudSpE8IYAIYmAtNTyJZEtSQSZAxA73MSEhPL7H6crzqmBozu22W5bJfjeEQ4IBEwgKl5kA4zhszo6kNoE5a1liTiozt5ELkaBqKDxyglPnyo9/s8H61ysTDk5DYJxpzEHI4GBIgGAUIIZhihGgadOIYd63rV3iMCKYhZp4Xj1NmilSTfXr8ZhoXennZvrdtA45RyqXWOUUp+T1sfj7ecWefkYA/LkraaS8Zv1u8Pzbg+X6+XvH+9f53hzGA2UqpDJ7EAhGmYoCSec0hK55woKSEIkpohIhNlFgiY3gNMEpp7EgLC+/2+1uUiTMTNwNQBghgcgyEo3MxDGMEJEyGGK3PqYwYEAolggGv4jBk+CUmIwi3AzQPxnVX/d2htIAxzHTMzF2ZEHI6J+FYXO+3zy7f2eDOPIlo42bSUUhEecyCCEIyhHiEMkricLlqB1fJMjESseUQMwTTVkaFrl1qvl/317U6J3YcOm44WXnKlBMBx3W7/r3/7H/7qd1NoYUIiSszoc8yp5uATXSTndr69Pc5/e3897i//8I8//Nmf/MFh3Cz/xd+c//ff/+Xb61n29f/xb373T/7jP/p3/8f/08vb/c/+6Deg9vj2cr7dVc3UMd3Wum3b08vL+fmXN8uvaVkypN6H6vvEyJh4THVsMTtJRkpINHpj4fcKNcIggIjmNBIbhwrJdBXJqiZSPn389afrd5+/fqtVrGuui6N0mF1xHn1L5bfny/WS3I0xSi79eNR1ZSSASMzjaLWUTLTk5BaXuh5zjtEJYqurjoYEzYYjVOHny24Kj9Ga6Xm0dSuu5optDLOwVApjhAslIlLTnLiPk4jDZxAF0LpU1z6bbnU5eaobBoIDE+d1Wbe1jPNpv/YIYslLOV5PRmGWZncgPnAmRgvHibXkUnNrh2RxjuNd+FZTH/3bOJ63G6GtOZnEIukcwx2S5LUsOu2tvT6X6oDfHq9AkZYdAkHka3vNwQAUQBAuAnPKox+F+m1ZfznPhRfrmEs5ztfjbO14fHvly3MaaKPS1L4of7w8//T1F0QgtKkjJXFycyNJIoWRGEES25iAqhAYwYmR0Wza9HacrR3lsvWhCZkhkOmwBgg0HfS9RJC1LCLp2+/fxhi/+u5HNbfzbYqVkCLJJiLE0Y5rTpelHtM6KIY9Xy73l5ehNseUx3GQ+roswXhafzSlBBNcEEOtzyk5B0xzf39O15RPmKquHqnWMQcSmE+PDAGLpFCYADlDREDU3iziJBYzzuiIrtM8Q5+zLJCrtDZypIWYMb+MTiDCYXOwDEYSrGNMiBkQSTIQ9dGQUJKIAAbOMTOnaQYYZ28GgQE55XWpqubhjk5E2hthlC01sLf+SjXmOYz3X76+/PrHX18Jvrx+QwIAMx2ZOQsRyXBVi0VSITpb79oYi1lgqSLgFjYVg7KkZhMgAKLrYCFEikRNxyVXQKilmBoXadptTjSkCIxYcwKP3roUBnLwOX0CErgnkSWlMaFNDQiUsJhEQohTHcCZwK0lEX1vr0jeLqitHf1RciFEgkDtAD1XSpReX+9z6rbWU5WToKO7OUBvjoCqE1gLpq0k5tqhzXmeQWBmHpR9yUu3DoyOcLRRlgzMzPn/f2QSEjPkYO06qtz+6i9edHIWIoeaEgEgE6WcGe+zBUqq+brXr29Ha/C3n8ej/fI//H9fn54vv7y9vL08fni+MaXPf/27ox3/9q9++yefLv/Nf/0vfv3r5z5GRAACs9QlHefpRGnb/+jXf7zdbqlQXq8OFaJB4FK383EgwLKu6jCm5rJJyqqTOTHL7CcxmU1TRcimnRB0WlmvaopUGNDN67L+8R/+vd/9/LMkGN6CdNhIKV9upU3/ULYy75Ip75uyhIjkxEKukIJwmKtut03dT9LMlSLdtv0V/TyONefLsgHx+dBhsyCHO0UsiWu53e+tLM7M6MQEzOxhihAUhM7giJ4Sqeal1qnx8vbGJWcpuabZRuJkAO1sbCyAKUgKP2arZRVeXs4jIrZlSUo6ItRSyX1MEsCwfb08DrVpT9etoJ/9KClPh799OR/mnFMnfpltlqgpWybOOQeYa8k8tCMxWkCgEiSiklIjwPC1lK5NBkgqc77fRtTn3L67hVoVXFPuE/7Dv//tD7/6sO+rTv34dAOPnOkO43pd374ej2mio5ZErt99uLz88ipBZVn6eGQRQ9Y5t33pR0dkp7AYoSYpB4Yw+TmSyNF7f3tLSK+jYxZ1MHQhQkJXBw8n7e2el1WWOrr99peft5yXmh7nKbkC4miaUg0taiDIAWocCFGZdVmRSITospR1X9Iit+uyZiGCx/kYY3oEMiBCqAuROzpSjwkAjJnFu43hs6uHkanPaaqKCLlkQUbMKS/MmAQCiZIEDgcyl7RBylQSiYAktoBpoZDWZV+JcborAqYIdAtzJQgImGpHuwcaChx9ApGZEoC2ARHH6GPiUjckZyHtrt3QI+e0LIUZFcQxaR/M1LQLM0k42BHt5/tnc0spuaep1HobbfZTx+NRLCrR+7WcUyp1QUDhcO8WYKDqqqHTe8GcIKvpOzZhzM4ClL1hvPXTPMgRpifkS1kFfWIfMOacwlKYzRSIRNJS15KSzz6Gnr0bDmbMOSODJEYEJHIKdQ0HQDp9vp6HqUNEKWXbL4fGObQQb1La6I/jHjMk0f6Um7awuOwLs1/2ShSIwe7mk7ME0gzPJa8p996AaJhG0JovyMwJA4MxL+mGmJEICM/eGWpJNScOd0AE55TLv/uLX376qREGMiShlDk4AmmOuRbZ10WHzTY/Xi6/+eHjZdv69Dbwrc+/+enzy2v/8cP1z//xP/jdly/7Zfkv/vn/6L/5X/9n/9v/9l/+T//FP0kJvvz29z/97c8K/na+pZL32+328fmP/+wfPP3Br5enp0BEqcGIBJgXBXSzAFIHm4Mlc90VEKWmeiWi8GHWdTZmMm2poOpY1qpguZR3GjqQufAf/uGf/HD5yFMWKYQYSMtSr8tChSfOlShLLkshdFPPqYBhSUthEVWYPiGsWmSlBNOGIJWcBtoxNMmaOJWUGYVYOKc2W0582Wu9lhNwEu3Xsi4yfVgoU5SyqnqEEYq4CPCSy/P1kpljOhBySmVZX9udEiNikgj32acgvrbjb758vt8fgoQWFLTvy75ISsnNlrVAYQ0glJIKEfSjR7fCbFOd06FDvbd5KHoDjUIz1KaO6FZjkEkBrvQYB0ztc1ROV6xCacY4Y2hokti3ioH38z57QwPnuPdzeX6OlPZcCYfK/PnzZx5QEoMEgK63lbgIJszyzc7XcT7aY85uOrZ9mwFnn7XkvRaHUJ9Np4OIi8QkDEKJMFVj4XDNkvfLFRALYpb8eGtmkCiR4Am9twlGQdxOeDweqVASji39/ssvPI0GtT6FICMOHSnXMe1oTViAYiaI6UkBQpc1CbNYgAUMdUdEIA5GQIKEYWst7hEOZ28GWOvq8W6GB/AIdilMw8EBzYRlmjlMFmr9NAzKnIDaGIkgF2mHmmmuPGx200IZA+tSYHio9kO3vFg/3EOEiUBxFhL3mGbEZD6nTpv6ni9IlAzdwh+Pxp7QxEwBnQUiYGrk/HdrrQB4tHPb9mFBAOYISNdldRuAfsz7MaGmikA+LCAmvFMHCKddpJYlv7W7mRFIYEAQmKsP9zAFoOjnqJJIgDjYCCOVBE3vTjJc3QEthEB1qmkqW0pFQjvb371oCCUoNIKhSNY5sSymSikFYi6ZkM6hEx0Ri7AZAWbVAQIe2KaJ+JjjeX0CNBacZg4OiEMnMYVDYWFgq/iqc2V0jaO1a92Gu5n181GqBBI6FIg+jo2rak9Z5tm7jlzg5EZEOqaI70ud1slAxwAx90EgtS41JSme8PJ/+7/+m2ZiDolBivTZiqXoQ5AgsOZck6h5EfjuaU+Fv3xL377cQWhf6EPiP/7+GcP/6Z/9wb/4T/70H/3pb371cX3aUxH463///273e13rvm8fPn1alm3Zr5zzNDvna54i6RmlxvQ5JxEiYhCRsE2d5xBJHg6OKVUM93AkIKZgyTmd9246EFHVmJkCwn32A4lRsuT08Xb57d/85brWvZYp1m0GooY95sSM6776t7eCOddljNZ6Synt29rnlFQ/31+ePtz8/gauCYECKJfOMMMUTPtJ6JkpAIJ4X1cBD595TY82FeLtvFcWERrmQODW52jMMd2o7rtkj/hw3T8e99ejq/Yx9Hrdj1/aVN3XpQDcvb8dh2T9eN0JMIEIpd99+/rydv+urgnBKaB7znKV9UGPZmPPy+ef3zqkML1ct8IIBEsm35YRBm6UJMBdzCnuXQUInQEQ0fetHqORoHCgaeeciwQyeAQihrHry+MkYXy+gjANQ49jNiRbKn97m4CWZP7w9PF1HvW2zPGwR5+DnpeN1LnIy9vkM4Wd635tMAvT2/HgwgHcp+EYQYSITKnpSJKPxwORkAAzhA8MeLouZO6WQjEbLrmeMZX74/WRKVeXjGX0AyqXXKBw/Z7a/VhzeulvnYwR77MLlJKZSI7HcambuwGS5BRomEAiDEiA2SACkAATsTmYRSJWbREhJLWUMT3MgZkJA8IpLMzUwSM8bM7EOQCnOjNmKdOnAUhmmDh7xxAAEMmp8MuXb44pOn67vz59+rEfr0LMhMLMQVOnByYRDCLHOW1OyzVXqVMno/DUmvIl1/t4+EoUDMaA4QRIKQKAQICnjrONkvM8B4BPGwGQCbU7VlkliYi7z/CherSjbjsnGBZmUSoutYLSaztRIwSmW6gP9b0uoXPaRBBmgohA0nAyF6b31mfJec5TDSIFMJm7MnBNYETIGA6OW12mex+dgZalNO0zFBTfdeJMkSW9nA8qaZGypNy0I5MHeBiCEwVGIHBKUpiPc/ZzEDlytDENiwFMnyQcAGFWJd3H+egNkbHPr73v25qYJ3gphRGR89ROqDy15lK3D4c3p2FqETR15LwQQGbCAKYsBDFagDMhIqa1mM0M+d/+25//6nenQ0J0RpD3P5EZBdQszQjCAHxdswiIcE5lz7AKfnt5C8rd9S9/fv3//O3v/+v/1f/sP/qzX336eH1+3paaJOYf/tFvXFWQDSYA9jH9PKO1/bKlIgzuQz0o5cKucxxTVcoWGG5j2bY+euutyAoREdNNASMiiETVCME88lJMw2wyCRECAAJ4QF23P/njP/rpp7/96fe/hMH1ur/M42hdJ/CegRSYDUF1ZFxyyerQ+phnK8sixPu2mVkpZZoGgurYLxtBDIhhU5DOdo7pS+ajj6dUhnZGXGohluN43M8DuJBIn72aMDgxoghA19Cc66M91LRIFtQ5gSB4pZxT17kuhcGoIIcM83X4dd37mIywLsXDHEMpQpU4f3u5Py97uVwe4zDvv/r+0+uh3SYKIaC5ExFC7NvadRiaUDI3s3DG6FMkISV3zftqOln47O3KMGvat+Xx1pAkGLRbTvX6dD2/fR5muVRwBPXmWrYKivtYCZHXwmiZaFlW9y5Qx2urxE/r7kDCiBSSRGPwIgHvdY3AfRTmmEooXNNbb4efBSAASsqtn/tt12a9HRgAlHTGulWz+bjfsSQPx0wp5/N4+JjX60bN+/G2P13ksn21iRCSpbkukj3wHD2luqzbOYeZhYVSENGcAz3IQtW6hxl4YqGgeB/sYjg4c3JHxyDimgtZuDsTAToS6LA51OO95KUxh6oSshrocHLmIEavWTInnx7hHm7hpRZ2SZbR+cu3l7IubQ7HMB+MnDiH4XFvj2+HHvNWLwunMYckIkQkDpIZdp73vaY559HOU9sxH8QEhCSCGMTKgoh43g802GoK74DOidwtCFLiOScEJOJt3TyojRYcQW6OTJKyvPtO5hijjZRSkDY9nBTEI4IiEtilSE1SRFyVg4UZYIR7hqV48mmSCNin27BwZLXI+9oFhs81F9WJSYabY8yY07ujdu+QETiQYM6uNoQwEYRbM3XG01qwcYIJY8YMDmI6jhMckmQN77NTJvVJTCgIDChIZAlcEEpOiNRAJSOzBwSGL5IoUEG54rqkKuI265JykqVmFoLAJddEMjS+fnu8fDtiYo68yqpTX4/X7np2+Ff/5j8YZVVFcEawoT4iSxbhPlqteVkKIY4x2uhgei3pn/7pr/6X//w3/93/5n/ycS9f7v0vfn4lIm2PNnprh43eXr/eX16+vh5t+l//ze9evrx9+eXLaCOnlJdtef6xbj8AVSRyVZ02LJALQEKugYySIiVZlpRTEgQYAMpMEODmTAKAzAzxflcigLdxD3B/H9kjO3LZtl/96lcg/DJbb/PTfnna1prFQ4HQkSEJZ57aiIgkff3y9tPPn51AMj9tK3vkUqeHESsiEOVSUfDL12+j67rv5XJprp9fX3/3+cvvXu9vrdUkS8mEAIxBUHIO9EcfbWqb6sjO0Wd7nG9tnupz2cq2L0EUJO/unDnnOcdkoEwgMUnfjtdpfZJ2b+uacuFZcWRq006zw8fjfCNXDB8I05wQ0pKMDQiI+evXb1MNGctaZjgQmoFPXJatFM6qWYGdMudtvwKl6YGSKRcdhsCt6RyGUprDdavXT08TUE97ezlGt69vj29vd4/Y19zm/HwO04lz6lQDT3vanlcrdIQh0ofrU5HCkJZ6LWWdqmYqguotFUCBYYPQM2GmYJi5CnD0OVJKwETEbsCUBX3E+YjWx/A295KXPQUFbOJr+nZ/YULc4PXl93GcRTgIsBbl9NKahTPhHMNM81aDMQCaNmWkXOdEMg/0CJvqmnPxQCcIBAAHBAqKHufrqe7IJMSj+1SXlAhgKUtNKVO4j6Ha35OGZgJkQMGiro6ECIQQiMJJdaiObduEofdj2xb0kbcqRGoR4ADBmCESktSt/vL67aff/vxxvdxSTYGJwaMrxgHQAsT5IuUcrccgcledpkTs0001Sc45Sy23D9ePt1WYEeXD7akUcoNl3xFjIgRQmF/X1foIN0iABBFoCJTSeyshwMfowrKWAgyYUqbEYQDm5lN7+OAId2tzzGE2LImspaJhTlxWEiQGMYfQ6WCXpysgD1VJdGp/jI5IQuwQY4xMmZAmjrIWRmjzdIMwmtM8QJLkipwAMQgQmE7Trvpor4/jFcyScK3LdlkVQCMIQwRLLlXKWqXkjMKIZmd7fXt1U0DHCDIQIGEc1Bv0Me5TJ6K4a1gUqWvOe64O5hE58balda9MFSMhCjKH08vb208/TwQKQCamIAImRAgb4+yteUQSXku5rZe9riwCFOtW/v4fff8v//P/+D/9p392dhXi/+w//fMP333Y1rWmOruJFClluz5fn58//fjp+vH513/y9z/++CupW9n31rUPd8683tRMx11Ht6k6ezvfSlmk7Jy3uj/luiMioAcoMSESus/ZIlzBEcmH6hjCKczAVfhdIqmqg4h/84d/8OOvvrs+7wpaUn7at5QREYbHObqjUKrsyBhqp/v89OHDsCFMs892qAu7eMpEUrsaugrKY/jxOi91ndaK8PXpCpkh+aHHvZ+P/jBwFuFFKCMSt2kWqZ9jTDsnfGtnC3cj7dZ9QDKiCPDhWnJd86Le7/MBTO/rv0owTRHjDLuPc+IIRtN5zhGCgTbRmGGMfrp+Mf36OBdO7wpVYD+PExGBQd0B2d10TDdLQrJUIk8E4R4+y5bPEXnS1zl/+9sv95eWKKVgG3H0N04RhLkuQ6f7+NX336eah+nb2QDgmP2Xly+YuEgS9D5PFpg+eU8TRypy12ZmVOiAfrRHkYQlmcc8WwBoxO16dbcRPRHRzMgFGA3msGkQQzuLTAD3eX1aZEvwHv12Wznf+wOnMmao4gXv4y1fMl/rQ1tBIJGuoyQWYTcvSRxgqpFqzhxghvhoZ10WJKZACeBQYGcDy0UgbGpDIFObc5rN83yEmasGeG/t8y+P4+4BeDwOCC/v6XrAhIKBru8yeXedgOYenLIwLYkz01oWptKG1SKJiCO2nAgBCVTVPAIoS66cLrkkxlzSX/729y/38cPtgyhUSonYw8fQ17t+uyv0uOQ1kUyzqa5jnv1UMnWfYyBiEIREMCCSq7XZkKi13k+rpSACIpDgssp322ZvJwdl9sd4NO0lZSOY2JEjHHV64jTO0VoDwVQzsAz3rvP1uEtNAY4Bbvp2vnqyYEuZz34u2yKZWNBsjtmO+9s4unewiUtZhNBGowhGcIxmAwgD1GBMHeZGiGozIsz90Y5uk4sAASIIIpuCdmEH8Hu7W2hOBSGIQG2O2c2mMBNzySkJ5ZwksaTMiQFtjBMgHMPCiEg4C+dHa4bmYWc/OZNNgxnCLILIjmTCmFgul22/FUogwpJySqmdPmZ4RCCiiCMAETJOtyAEJrdgTmrvMXggEcP01z/df36FGfxHf/gbDkSOlOjv/8kfff/x4+3Dx3x9kuundPu0fvgEy14/frd+9yNvl8EwAs6HYkD4obOFE+cMAO8ZayRKuQZyziUJC7MQv4NsTDUCICJCRz8ghs/GSSA8ZtPZlrqcxxkRBBGuSRIQPz99uF2vxEEV7uPtvfavtRLw2/010B791DBGz0LrbRmkY863tzsFjjFDBBhVFYjOoebhCuu2YWIGjq4CcFv3y7J8er462GO0Q7uGIzKQHOMd7DtZWISn21A9ez9an2a9G0CahuFursMdAD9crkuufc42ByCEc5EtcyGggHBwSfJ63KcbMZu7Yyh4M8Oc/+r3X//y919nROYAHZnFzCiLCQYDEQ01T2XZVhE++nhM48sGC7vgL+f9y+POpltJ+Vbq81UV9H4+78u+FmScNgkoTFFMkpOMb/dfLteNkjgxJ7leLiI81Nb9RiiMHKTAkdcUgi/Hw6NJ8TaPt/NVY0yblNN5Hj4nBEIgoEwHJ+p92phB7gjChAQaoUCqMVRP8yxlTdUzDjZ1TSxokYm3uua0Tad7ay6kEOdwwex9Qoy0kKxkMIEc3JKkPtXAmens7Xjc96XSO23b1OfZCZABwfR9Azvc1Z0kLctFgF1t6ly3ct0uo09HXLaqGBYuxO/ZeUJ0V0CHMHDPkgC8j4ksEQ7g8t7oZU61Pl8/VlqXsjGFCAZEHwoUgJoIBbhyXnP+8HQx1S/fvo05iBMig8d1vyz7ep/9McZl3SsJuLsHB8ac09TxXX38zisPj2BhgPk47x4QoXNoAsyEqzC5zdk/PX/Mzr/8h99tLjulMdp9PPps04xZsohNfXx7+fb7n2POvZSakro6BREGgobVUqrwZVmEKcAFXRB9ajua1OTgyMBJAPn1pX3+9vj6evSjX3L+ox9+2GsNV2bISSKsj67eUQIYPYIREuGaso35er87RpCrGUWAzYgOoCKJkqAgIXEi1S7yHjT3NvocUyQALUKZqa4rEiEyAAGAY2jMqaO1saQVKRkBUjTrKLRfq0M/+lubB2FUkSJVpEy3oQ0JLHzOOUb/+uUcqmMqEhITMFqYu82hxMki7r1BSrwURVdTc9PpR5s/ff12OFCikogI99s1ArXP+8sLAKVUMMgtjkfr3do5z6O7kQ0thDFPHWe4vc/xiJhTApb1+nT58KnUhSkALNwgXIgRILG4GQQR5iI5piVEFlbT+Xix8QCPUqvpMG1MhESprOZ4269h7uj3eb4cb0ghhER0HIeFNu1HP+ecQpRXyZe07cvwccb48vJ1jlkku8f/j6Y/65Fmy9IzsTXswQZ3j4hvOENmVlZxaFIkRAmNlkCggf7futGdQECCIDbYaLJEkdVVlZnnnG+Iwd3NbE9r0EWw/4EDBt+2ba33fZ4h6uaMDGYpMGUycEYXGeieOKaQOcRvb6/3Y48xLHlCR2B2wN77lCNHFBsYOOWE/t80462rOOQUCUkJRdUNTDylPHw07W/3/e2+m7zjbGhZU9fxfH0Z0DmSqXFMRlEc3IGGf5gfTvO5iCkiD18g+pApRmbmEFXtXgoyTVO+7dv36/X1uAtYDKTDS9cYfT5POEVOvD4+DFcd9ZQypeQIARARu0EIaZqSk4oNIm61Jubf//STq+3vwAiBU8iXKYALp2hkR2uI+nBep5z7+we2KAABAABJREFUqMADzL5f93tpOTIzGHrgeD/6IZ6XuR3FHVQs8ySiaZ62WqcQVce3b1/K220N8ZSzMr7tBSgfQ8ZQqz7RksNcWi+jeeRrO/70p1/6XsCVIyFjylMIKURc18VU0SESJY71vi9EFBAJMeRobvvrFp1STO/nJBHdb/vry71XNyEQBzBEz9k5qLquD7MzdBVzHCLmQCEYmsFAgHdDKoBc9/sAdI6iMnrX0UwrRijtUJMxupnGxMxsCIDDoFGE/ajl3pYQfv/hErVu+52YYega5oCUEKaEvMJIUKUuOTK4uSakiRPDe2mCAdzMbBgBM0EMIDYcLGUkMop89AoRDU0VX+7b4+PHifM//Pb1HJfP+bQyZgIbKOO9GCxP6/r58Uw6wpDoOmdCkkAUY3CzOafIIQHPPGnXOOWjt6F+23ZDJ0aOkafgKJTg/MMJLnwb5fW4bVLgHU5FkIijB4NogBTJwLupgUakieOaJuljK7uhA2LKiTPzFBTMgcDJTNUakrXW1UxsLMsE4GqWAhEYEbj7nHNKE1DK8zmECADMmHM0k1Y7cWyiatpl1FExkqDttR0F2u7WHI1rH3utIur/7R4I0zTf713NASAgg7uboxu7ax/okJi8iw+bU46EIYQYKYXw8eGCSP/u//kf/2//9/9HmuY+7H/+X/72P/yn//rby1s6LdVqk6P13cCW0zqvc55SnqbLw0dOseoBnNLpp9MPfwMxowsxAyfOa5zPjmTSQDuCA5iZmioAIPH71dVtENp+f7bRRC2mOOpOMPbj6mDMPnqR0R08pKwOl9PJurEHt/B23QlojC4qZdRhI08ZGCkEBAJHkZEYeeIepfVa7/uaJybm//bWE3YjVGc1srSkKjWl5Mi1KlE8yrEfBxMnZukNDAhioNh6m5ZJwYl4nZan8+WyngjdfSCj9IH4jkmEKkPM8zQP05AiTXEbxcgjh16bgeV5VvDbcQP2aZrMaBgi0Ir8zz/9+FfrCbr95WW/NQH1D6cHM6ujidq2HadlWafURstLznOiAB3t3o88pSFaaocANUBTmDgIqMTgAKjYhvn7rIKgg8bIZB3AiIgBI8A55TVlAz9Mvu7X4qO0upxWN0VwYnh6fEgcyeDx/LhO2a0/nM/DCMKC4Gq9jcqRmtrz7UoxoiMjo6EL3o9aenXQU06X8/Lh00M8xU4Caqe0nNJpwswUXdEHTJQ/nB/XvKhpscMnmk5rijliJIgMyY0M6OgF2U7LlGMKGEKeINJwCaqmDo48nU5s0KynHCazo1TGeD6fbAEZdhz94byAFSYMwRIAEJR+cHBTBybWICZkdJpX6b07lVbzFDkwkO2lf3ycmwgSAhuiT4nraAogCrXrMCIygoCipgpZ9rI/LasNmeZlDvxyv43W5tPZmJHeOx8BeVEXRUeiFBMgImBI8SnkOjo4oRuZm2POa+82QAB00IjMiHA7Wu/dEJCotP795fWH9fyHz59+2W+/fP/yT3/+fe1HjHGG4O5VukYW42Wdp2W+327YdZ5y1Y4UrNkweBt3I/Q2lpwL9O5CM/gW2LTV3TkOVBktuoGjAXZrzjbl8CYbjf0U03FsUz7xEHCTDjEBMHUZux5DQ6I5cTinaAKagchFekwRyZj5OLqzz0tmtCEaLOD7l7DBsuRRoBUDw90lcgBkTuwiroSgCGiqxBwnMvL9aEhwmhZASik3ATUMgPtR1MBMiGOYyFCGM3kKlMmUQ359NfRAhA7EHAIHckDEFANYdzNkLHUsmYKDSe+WSq3fn59DoH0vCPiv/+lP4tK2+7/7d/+v//Qf1//jv/6n/+pf/k34m79aliVOcbRCJsdxLPOMrSASTZfp4+94eXJewMFcHI0ohbggKEp1a4iuYiElAwMUBEZOozftOwbQ1hKYmhIYAU6nC7jDaOO4hvUppmzWUUzBMMbL49PptL4cdwwcKAbj1gqwBubS+pKnVlRBY6ReWh39KJUDP5yW3//8w6g1IJ1yuO7l8JE8IxioUYzbONbTcntpb7X0WnKA08Mp7TczuLeyPH6s232Zp1arRyitXs4PUL1sJczznOdg6DrCZH0oUDAzAMTMQJqcWhVVQJeccxUfCgmNmfYmCTOFWOQYJgQYUiq3rU+UIe2tYXY68fH1druZz/Av5qccMU7EYXo7rh/OFCiU2k+r5pB3OBSptpZD9UDl3uPDeRv346jLidB1jLpztEE64lvff/d0XudcNDZr3DUDxhC/bddDfZ6TmfigyCSgjtIMT7yiD1MghoSONB91YGBCnDgK+sOndaCbOrInd2Z+fLy8vV2/frt+flhjwBqs1D1ibtiXOe7llnKEgB7BCNmYinkEx7FRySZLDm+1NpPlaR1dhnQHyGteAjPjUGcgZnbnvdS32xuHECgfbQ+GxKl2CUxeSy39oHxBBHc0hZywHqh9OGKIAZmr2FVKBrMB4m7sCFKG5ZQCwHFUd0MAaZ3zHCL1UhC81WHYyIHZET1NSXYJnPfjyLPP53x93QimurcQqNYyLQs5SVNH++nTD5m8lP2t1+n89ESX355fe9Jw9rCAghIwDBdTziRihGggFrna+BDPTKxmzjRUYmB0nVPy1pHYfFAgEbmWQpRMIYfQRls/PEbHh/Ny/mHdtqPW0luBnAKhmJqP1myAYkwrR8to1/awnhhbBwsp4oCIGHI8rKYUCKG6hZiWU0TtaqAw8hRa24fAHBG0J2NTyeIcYuCwpElMd2/LOsXDHQFNxbp4c1z3XjFhwDBjYpqXnItdReQ0ncs40LGZOkIXW9I0hoWAOS2tH5wnCrFLe/16Q2YlP50QuUb0OYYi+rbthAR5OYXJ5VqjjCTtdr88/YQJu4g0IePEIcSE/M78AYi2D6nirlqHqct+7NfbjkRkREzv8wEmIKAxBKKrAycepb/dZF1i13Gvt9bb7z//8Hg6ydj/yR9/b6al1jXh4xpfnr99OOXb88v/+7dvf/irPyyneF5zMOnHLYA6nPPDp3z5RMvFOLsjuiMyEkZOCOJWEQ2ITbvDQJrQ0AENwU1jigAzgGut7hYju4nKoBiAQyKu+xvNZ/B3LLCHED3m5fx4Xi/fb1cZY1kmJg8DA2JeztYbzsGA7rXFGJERjJ73fWU+x+X3v/vpy5fnl+344Tyr9Nutfbfbu6b3PE16FGc39Nfr62jjtOSEcwrzduy3+/0yr6Jy1MMJ7nUn08vD4/m0Tnk+9uO2baeURu8h5KO5mmRSTrHLwTGmnPtxD+RN21BEwu3Yz/M8TVNpe6u11IExH016b9OSKZBSejnagH3C7AafPz0MgO1a39p2nuZufm9DKBTp58hNdG8iPpzwfuwe4xR7DtyIAqfeAIDBPBG+SlNnzhzFJoDaSgxEFIBCV3CVKQgAFIVmIqKZJnB0UQxS+76mRdWk6669tEHkmTEKckgGBGBqjdYUOY3WtPtpPdfaLj/9+Lf/+e8cYFmXTYYN59LWU+59ZIrEqYyqChyw+zDvOUZmCKep7pVdTo+PtY39tsUlqZTzutauHXpKWXvt7sFwimmPUIeueWq1uPMp5ojEDuTonz48kXvZdwExhNZVxPOUmSgx58CZAaA3rdUUEK/b0dSOUrsMQ6g6KEWOnEJEx1ZqDJHRUwyqqAN7LW56lBZSBPSUQmYuRzHHFBOaRgqXdWWCMYYDSO3WBhOu83Q+nxStWhcbjFG6zDk+Pp7GGKamvbMTUwyccl6WZYkhyJAmA8xNJSDFEIiASHOO6Z1FTRHAODoRuKMZEPmcgrRDeudIHM2zS/LTx4cQCUkBdEr5sgaFex21jCPkyFNSlTlGBEspDOkceF7y5bK4y7Iuey1IDCScIocQIqUYCHHY6NrcR4qUUzTRurfR1Id+XE4JrGmN8/T7T5/fyZhmsFdXjcgpLRPHUFsxGWGeGngpFYAu0/rpdA4OdTSO3qUcYwsuvR3OUnUP2adLeHhaUgS2MWo3p8BxjjExInrTVkcHD0evmBASvIxNgletZVQzBQBAKLUCwBRj4CnFRVS6NiAhluOob/fq4IgI6DEGADMzVZMh9N8ItmAuQ6V1cJx+/t1f/+t/+a9+9/vfcZ4uj5ePP3x4+PCQMv+zf/bXT08P/9f/y7/5H//t/+l/+p/+7f/wP/ybn3/+jESv19uff/niGCilMK8Yli5Ym6g6uAEYABElRHQfbsPMEUnNAMDdzZwoAKBrc7eYFqJg9s7w9f3tVcoGbmLOMcaYynFnUCKMITJHDEFEYggiUmrtOoxtPk8EjuCiYoDrw2Uf4+1oIeYc4j7681HebuXtWp5f7rdjNOOhvsZoqs/323C5H9vl/EgUmWjUGojM/NjLw+WCaKXW19s23LvovK4hhTLKsBISmHUgEuJttCbNtGEyBVnnLKQqjQhf7tvousQ50WTAR2vd5XYcY+iUAiOsaSJgoGAIx7HnNL1ej6Mf5/PESCIjJ8ozNWov4951qJgK1tL32uf15ETiPoYNRVFDxNKaaU8Rxxh96N5bjGFKHCP1MShSiDTFtJdaequlzPOpOx1tzOQxcJwWVUWGYYNiEDV3ZyYiR4La+u1WRK3U1raq+4iQRT3EmBKBSwjMHHvTbduBaR9HfsiV9ZDWx9hGdZCHvAIgTek2+j6EODMlUQtLRoJWax9+KArGX78839vojrWYNGfCeZ2bUvfoxLVXACWQy5od4eh1uOzHMcqx5CnERMPcDJ8uj9JVMSiBAdQO3QewEyAonKf88+NlYuqgbfSYswPHOMkQIrrXo9hwBBOdY3J1U304rW4mCqrkQMDkTnmaQwrrHC/nFMD+8o9fUsiMZkMZMacEYHWUd1BjacUUcojnnOcY85SnJcqQ49oep4fMGcxzSu7+jquorROnOAjFFW2YMLOrEtCwAQGbVCQMFBnZ3RHtsk4m8r7xYMJADOYBmNQBQUCBkVIUNzFjCudpfpwW6XY/Cqh7DkK2xDCnCD4+fj4vj7n0Y5miuRYTMU8phQhxioDGDDHGKc+XNaeYjb3AHk45XOYa4I6y01DQh/UEAGVoa0KIU4qXdUXogIJqC4fLmpcFDfq9q6ZUZAiaj/7TvD7laT+OmNM0ZYq85uWcVnSkEBUg5rl3ePl2BUEmbsy3YdLgx6efl2lx8mvZMOaM88TzdDrvVm/lhuhE7gxH20urDlB7F/G/+69/+vOfvo+irWtOcw5JFIc4EgJaSjGlqKIi2kWQiABJEdRsNEZ3t49Pnx/OH5kzOAS2Zcm1d2D+p//kb0JMf/XXf/Px809/+eUbxenjTz+eLus/+ad/8y//1b/+7//t//g3/+r/TOsH4Fz2rd3evB0+CmgHU0QGJ1Uzs/fiMxICIFMyVQdx98AMrjKGAzhCendwhOS9+eijlEAAHOLlIxCOtsvoZoqECB7I5ynFyMfoz7e3e90gIDBxgDTFt/3WVJrKby+vt62uaU5Tvg75/rz/l//yDx8/Pl4epq+361tr5Xb7kFc1qOqd+Mu237caYvKInJOAl3qsa1YdiHjfy1BsXVvtU1ynfHq7b22YIw2Qr9e3X56/34+65glAerXrW9tan5eZECygoDIau02cTaGrFutHazlO7B7UoXUGn+cp5byXtrVWdAek0lXBTDWlnFK4y75ZNwMYepnXWtoQTzmVeqhYDrP2Idpbb0eppR7DGk3hdX/bjzuCc6DeZQzFGHYZagiOY0ip5VZLVwuMZtp6J8IUg4HurWy1NEU1rv0ghnfXaeaofZQu6tj31psA+GWdlxwRFEzrcZRemvambXhroxXpiEg572S118eHiyW4Wy0+Sq91b8t8wkhd6mVJiQ0iO3LiEBhV4fV51469jXeI+1ZqHWoiTVqXNjkgavN2yB4mnk8ZA3YdRIBuyIm2UsuAHGdSrOZiHgO56976t7crkJ/WCQ26+hQTh+BA79SCZc6CgzKKyRCliK13lZEDgw9ATzy7V7Cx7wUDIbuBu8ShOEByDq6iCEz0ztp0tExxXubXvjXvDq7v9DByj7wffXs5zjmPVolYtJVWtato3/ueUhATCsQEBkqOTOTi9egqw6UzQ4BAFuKST5cpR1XzmFck4AU9UKt7TgsDG0qvw02bVERh6E3GeX1aUiQCRuZIkLn7EK0hIoYxvBKKgWi0rW3EIQaaOSzTTMiBgjuKOVDKcTLjoVDHbijTHJl8l/L9uL7dNzcl6IM8pHmOC6g9Peb1DAF7QjiflpT4vC6jFk7EM9GEB8nX/W1N8xKnXnvtbZozGs/zaZ7mRDGHsG1t7/3haR1uOU0mPgL0YLsMCPwOSzWGmGdTCGG6rI8xJgEbbkaIMRq5Ir5zES+n+fE8L8ssBqUPZP7+bTdDgBAihcCuHvndc+UcIiIDqA8JwIjEMXBAZueAT4/ny5yfzg9TyuwKbjL0w8ePcZrn+bTv+zyt58dPIc3MCTkJxjx/6N3rtu9vzyBDhqgYADkAILgLmLuBg4IDcqCU3C0wIbjpAAKzLnV7D2m90xTTEjmyiGhvoAKOnBIF8l6k76ojz6e4PFxOH0gtpzhMt9a+3vaiqqLLNJvqth3TdDaAYraNsSyLqN2P/XJZf/+Hn8OUXkvdO37Z5Nvz6ynQy8vtevRbKYF4ToRRh6sTNRsusi4rEgMCK4PTr99/HaUM8FutrY/r/Xg5tkHE83Jtm45RjipddoWjyLQskFPMc5c+nydxueTwcFkU3N0wAgBWxedyuIGKzSFJVzU009L8eavGjIGaDnQPCDKOKsfrvtkYD6fcZLy9vj2uZ5FRRh9HPcepd3UwQKQUm1ZAbGJ/eX5+vh/d1Am2Y1zv92FjztHVTUzBOeLw8fcv9yK99bo3u+R0nifXBs5dXMCO1mrtbdjTw3lO8PTDk63r137sehCF0CjTfC91OJS9JYQQ8F4O9+gUHV2HAMkwqSG+abset7f7gcQTu9kAgiGqLs0GKMwZ50zHUdPESDKqNBXywJCu244OpdajDQXauz3vde99cv/p/JDm5XXfv5XbW72LdELwWjdz+fHnTyETJgaygG7DTF1QBZu7ffu+7YfmZWJ2NskGE3AO4KpLXE4cmTAv83CjEJCo9THnNCVMFCMF8mCq97eXUg9DUACMMOXYa5mnCUGOVtKyZOPHPC8pTcwRDKhVLc5QdSgBpxgixxCK1uUyxUDW5JSmidjA5jy5wHI6LfNkPiC42sAA4Box6HA3mqc1x5RSlKF9yPl0mk+LmDvFKrLO67xMt1HcjdynKdzrTvM0nWb1jmAG6MTnyzqk1lHmKS9rVhBFdCBz6mKCWE3jNE2cQLWPYe7DKkXc7s2Ht7Lb6GM0kTFGdxuqEplO0+xiiLSXElKAaPdyfH+9McSP6yUiYQq+sAbdyl5bN8eI0GvZRbYyUs7XUSXQZZ2qlqP79ehXKU07OugxqPvnp49//Onn3/3u07yQa88BMWI8TXvfxnAfAGrHIa35UKoNYlzOl8ci9d7uZZSQKCYQqcNUUE6XNec0Bf60nLbr7Vbl7//xxZDMnZgQ1Xw4CKEHJkZQFQoIETFQztOynog5EH16/OAyPn18JPKH08IA3798yTkqwHo5Pz093p9fSjkwBc6zc3AijlnUVaW13Xw4OjMhkJubNJeiowGoaTdTRzBHhMCc3rVbZgYOMKTcr8QkfUgrpkohEXNgBBF0pBQpJB2K6KADtDsAp9Pjxx8dggBiiq3L9fU+ZLze72Yhx3C7frve7oEWd3o7WhP78dNlsFyt7v3oo3bth1QNdLuNt++b9f7y9kY5ned8TpljKqXu2yHi5agfHp/UZV7TVrcxxjsLxhG76r5vtRVvY5pSPk0PTx9GGzoEIu5anl++7WUvpeho67JwimEOgvV0iYSaUq5qL283IgLwmPnpw0Nt1RGV8D1ase9ltO6m05SO42i1MXGKudR+9L32ewz08vKqOuYcCb0c+7KuDsQhphg48L2U270lWA2n//KX789bazq+P3/3IZc0O2ERV+df//JrpMAxv94PQ0AcKRFRUOWc4xh2e+ujuTuFwObWRDyQR6wwtn6PS+jWWm+odBxy2wqnTFOyGO4ybrX2oSEmoNBV1TRFzmtubi+3/brVvevzfdtbGzJUtYi+1CMSLyF4phasSo+JHp/OEFmJ9q2gR/BYtoZxtpi3oV+vmzlKa6Lmeb7Vuo/jJhuFSF2OVjuAAWix6gnBhQiP3jEhRhN0I65DjfDycAa1fjTr+rCeABW8JyBQBfeUk4ieHy6EIQWeMwJ7196McM4Go2s3hylPKfDKAYr4sHVKIOpEo1Xrw9A8AoA9TGcUJogfHz8AgpumEBmx24AE68Oiqk/nhyUwkL7PxrqMU44Agojk4GCR8DTNOUzmpADEnHMkotH1vu0hJQdVqS+v2/XWQ4yR5mMrkRjAu0uT8fjhAdFFVd2ajjzPMcUuot10AKYITNJNxUUMiKvqvldWz4R7aUVEfTiBubW9riEvKb2jADJntCCCAEwOINZkQAiO4IGq1NqO6/WZwOcw9T4q6WvfRIWIvr+8BgxLmq7b3ocCYJqnXVuKodRiQKW0DqbqrYqIIRGYWVNrlufZTHovYu4UiAIgphTVdC/19furDzCF67bHPM3Tqmpiqq7m8p5w2uq9W9/249v3V+n9w8Nl38avXxqH7KZgjgAIwIhmCu7au6sCARACAhOMVst+nwNflvzDDx8AFFSl1URwmnOe4/fn78xxOZ8+fPqERO6IyByXmGbp2krdr2+uY1pmZAJ3AEVQ7bvUm1tzNwDX0aU1Mh29v7OIzIbZQFXvTduhoyJ4DEFkELG5L6ezOah0aY2QERneGRAmok2gP314+OGHTw5w3Q91NoOUohMW6fM0PV4etv34+vUrurU2rtf9tKzr+XRv5W27ceCUUwh8muK0rodRH8Lqt9t+H+PlvqniAC91vL7sL9/ul/lynmYbwwgNeY4TEgISUerSS6uJ4hTD29vttu19DDQM04yBAlGIYauljB5yuu9V0Zw9Zp6nRMz3o7Y+5pREjXP+/vZyO7b3VbARdhkiLmbDHCntR8vr2YndcPT30Xld55kCX7dt9AEOhk4xKNJeOzoQGJKr2jJPD49Pt6O9XMt2NBb7NJ8nDuQ41K7bFgJNeQZKw7h1AEQDuB3laDVyCAytF1cL0Tm4qL++7ccuvYzztESk5MwODe3L6/OPP30WHcZeSaqJAB5NRKzUqg7H0RxAVFtrBtgMv79exX2477W00TiE83rZxf70y7eHeYUxhigA73XjYJC9WQGz630Xo5SmbdvVraoexr8dtTFFImzam3ZViETuimCtiSuCqqJ20CGjax8mfYx5mT2wQAsZAbB3O18eQwpNdXQI0aYTxRATMpqTU+ZobtM8m8rllNeJIrt0I2aewvCBTDlNgJSmpZr9dr2lKSd1U7Ho3VUijgww816qIm3t6KMmwMSBCRB8TbMDdO8egTnmEKS3NUZG6DLmlI59N/HgDAYfHx6YPAZiwtpb00GBA3Gk+Hq9KehpTQFlmaeqrbVbJoqUUakcdVonbXVK8XI6A2CTVno1wBCm2uz6Wu63GsJ0Pp3IAYahOTmEEM19tI6qhGzg27Zf7/c80evrdxMkZOIAGMDo9fv+22+v3768HltBp1paiNEBKaR5zk8PEwV5vr9xYEZEAAVHgBQYzMqtsNN5Xd1cEaeQnBw5joEIlt3ZaUlL69rcG4qi3a/7senbW21itYyyNZWQwuzeDcTc8xQez6cl8Gmakbi3nigFTCJghiJoBurStYl2cR1I26iE1m/92MEN3u1hpm76HjM1UQF3QgBzH86IorXsb6TDe0WUPpqZT3k6LWsMAQnWZZLWpzA5BT6dLh8/2/B2DDTersfXX37dnr/D6FPK83JmTjqG+3BvNg6XCjbeK1mJ2erh/TAtQO9xV3OpOqpZzwmsbW3fkSJz1NFFxDlAyu6q+6YycErD3BE4RCJmJAT84+//6GKBoyFRysxxmaat3sTRfQohnh5S7zu/49c0//j083lZj1KDUY7pvhdjmdeQOAvgIXJ/23rz7Rj3+2Hm0zyPAccux1v5w4efFkoO5Eaj+VH7tu3gmFI4eiFicHRDRxyuicIQd6PzstY2rkctMrbS963Z0JQncJrz5ADqwAgphDr0y8v9t5e3NsRNY2CRYYDiXtpoqs+3DTi/HeW2H6U0doohqboNbWO8bscxvPZBge/bVtoorffejtvRKvSBIp7I1znVY6Cn83JqOu7a7+UgJtWec7jettK1ie9H7w2ut/r97VWtTWE6nc5znssxHKj1YQKuXO/1/vW+fb+FQXbXcPhlvRDYCcYSaW+7k6JrQN5ud1MvfejQOS1DvCuakSgaUIppyikEMNfaGhBlTr3Z667fv7/6UGnSHL6+baIEHFrrgLCcV4jEKXx+PAc0AHCMW/OhzozdBJBkaNkPIreYIgeTXkervVUBBaRAkYkclIJTMIohTZO7DVAknLN3OXbR6fQwTUlFEqRE78aUdpSjoynROl0+PlweHh7mGMsmKc+t71++f2kuaqok+Zyc4bUe+RTZAeKECDakaB1sHvEodV7n234X8yUlzsAZM05TmOeU85rKOIiDN9z3SsSqnlKsdd+lOTo4bmXfa3UYaCM4v19hyEmH6xAHCDHmOOVpWpZgTF9vL5xwyQt5nHMa1r/dj/V0Em+A1kZ/3u63+/H85eXr89u3l5f7S8k45Rwyc8LQm7XeGRGA5rgGI4cgiPfePcww4d99+/X7cTUwdFjm8LsfHvMSl9M0xuhFlzCD9TbqXo4qLRJhIFzpeXse1lE9p6moqvlEITB9u97+6tNPMhoQmEskVkeE7IoMULdN6pCuVbU0LaW/7Mff//btl99efv16R41x4PW4T3OcQwLgiZO0hhHq2Osop9O67TfR4cQZOSPvvYzWj/0Qh+4KwYd1JXi5l//8X78IuiLau3I8MCE74jt3Cgi6dBVBpPcUDZu0/QYgv3397fX11huIQxmNE//wwycfnvPiIZoZOJXi376+/OPf/+nv/vPf/df/+Le3b79qv6uOOK0xLeCO1lG7j+qjMeF7ZcBsEAVEwHfwgQIiAxFTlNbUNM2n7fVF7i+mQsiqw83UPE8nVyQT18bEJiq1IDoxI7Ej//Dh848PHz49PSILsJbWW9NxjNGsd2tV1mWhEOrQo7Z//PPX6+1Y56kJH1UiAnAcBsrcsVehUsbt/nY9bqUbAWtvGOHxw8P8ePpyf3aA8+kJwQ065bR1HQNYbU7xNE/Neqn7tERe0q2US+RylD7SPC3bXr4+37Zt346DABIlHZRTohScTBohMwdKIT+/XLvY63WvZQRQBDOjodCk195vWylHiyHkNO29N+nRLDiDwH5v+yEUghFKH9I8OKWIw6WTXbfah8cYE4fITgCm+OV+/3rf2pAh4AqReQx4e9tdNOT4rqxWByBeY1InQR6G99bKGLUJjIE+lOlbOY4wekabQgH/+u364fy57rWVJobWTWqt/RgwjtqH2F426X3IuO+bUd7b2GtXBRM8Pz4OdObYuvQhKU0Ywtfn1/MSXC3gu4/rYCCnVASOfVdrQwYCockozVS6tre6b7VhoCp9gKUphS6yW8/LFBFdaZiFPLkMN3OmriP0fnrIz89lDiyyTedTtYKROeB23+9relg5ZJKu80PqXOvW5DDKmQDuhzKr2pgT761lvJzSCdy7FfFujiFAyKhkVYcjAxkSTWEGRBV7p3EDaREJNLEARQ6JW6trnyeeBhx5iWg2ZPS9Jz6LddH8uF6adyME4OteIXAdg4nr3t1hXkLOUIczxeNeK4344wc1d9O8ZFLc2nE5PU6a97KHKd72+8fPH4crpzSk166n8/zH+DtgWJfYjrbVfVonKAOHhpivx32xEISvb1sHSY9xPmVrutUe0/LhAZF8SAewnPgh5/soFGlZ5n4UQwHAXltMpJbBg9kAf++DozMbkUcYZSAGS/z2fF2W8xTzECGAgGhgOSXp47SeCOu36xsFxkgTxUjphx8f8h5cBhKe5knAfn19XiNHDt4aEPXW78f94bKUVmdf5uV8v1/LqG7jKWUcneMy0dJ6G6YKDhksdtHw2/fmmABJHMQdRQIH8PcDlpjZRIAxMBJGA1Oz5ZTv++tx7J8+fMJpRmB4Oj88Pj2eT/VopdTn57d14i9/+fr3/9u3tt/+8pd/uCxLQH26TCb24ePHOEUHdRshsllHF7PmOAGBuwYOZhUDIwEAAoKpIqOHAEwExkwhJE1h9BpG1S5pSsyREM1RzWTfF055mh3dkJhYHZDD4+XD3/z8h//0299/fHxq7XDkWgcBXE4ZOfzDty8d42mdt9oAQMdejvrhw1Jl/3qV07QS0N6l9ztGJma08enDGc3Ix9PldNt5O8ocUm3HgPH1fntczktkA3N0BwWn4yinKTwuy/XeTSQu1M0KQuzNTe51J8N5TpFyoHjsbTL/8OHD/ShLZg6sMLZy//zph3utjkgU903Q/b5VRh9DGcOccumHdB29LcFOnJfzPG7SrbbSUk4wdIJ0b37fKzOYeQjYx7ChKYQcEwnUKgiSEuYU5jwde4NTnFwXyp28yIhT3I7dgM2EkCIhOpq4CpTWQ2pvx9ViEIeX1xs7IHhOwSBUk1utwZDguj5cfvn2JuFHcthKMwwjJWIHBycUkcSnJlLKyFMerd2Oe9GKkWvpW2mXfFEDcbtv9w/nC+k70jNQDB8f+Nfr/YefPl9fX8xHTtN+tIeH5K6tya2Ppw+XGFstPUzh15e3xOQexrDbUTAnUoxH92vpVWCYDh1HPSyQOxoQhaU1VOYQqfdjPc3TGg8rHeB8OaHr9X4v2udLHqT3VjSMMFGAQdIZw3UrMoDcyfplTq6ew2mdToEJCVW8tUbgCdkVpAvZUAQzB8f9qMOUAgEosA8yQzAjA3JUdyUE8+EwQvKUWN2GtCF1H+28nCMCEkJgJHSz0goRPpzPpdS3+wbvxSLHADGF3E26DScy9zSxkr/erxx5nSfofU0xEa7rGTEDMGJQJ3VTG0C6nObhraMpwjLHFFWgl7ErtbjAOkV5LnyDh7i4yBBYT2uMgQg5MCIx4XlatI4xhANjDENlyhNT2O5l26oquCEyh5QcYa8VAgNTG1VMzPFe64fHpyC+GF1SbmUnppSn5hDTlGMCgiZ979XAOeLD4/LwuBDJ/diEwM1f9t2JmGi8G384xJQB8DiqOZU+BGDvIrWfUhYYRoMj1VHrqEyBOdaibefsMahnCjpMxEQGMzGRu8ooRGAq6BbRI9O65Nb2719/LfsOps9ff3l7/v78/Nz7uF5v//inv/x//v1/+PWX7y/Pt//0H//2f/n3//PL92/b6/fr86/Sb0OOwHS6XNxtjOKuhkDuqIMQAZk5vP8wM0Vm4giE7gIuYGpu03LqQ3ttzCHNMwfUVpdldiRXbdum2jlGRmr7RkQQsoiodAAHRET86Ycff/nzc7eEKd5v9fZ2dPFaByEyUaujld67qMs8EwSuTZY5TjmoemkHxwD0jiVccwxoenu7Mo1ebxy4dZE+nh4/MOXjkK3UFPgxzY8xz0TzMg1zdztnDtq198xs3d5uR619omhmx9G+Pd8eHx6k99K6mU/TZGrbbY+cwC2iPTxcnm93IGJEleEGItZEeh9o4GrvDsWZ+K/Ol0fkEJhzsEg79Ld+u43XtNBo/e3lRkhdHRA50DvfgxAZsLX28na/bSVQDIij95RmRI6B53lubYyubk5MTVTUCEmGjSaicDvq15dXBGQCBNyuhzQhAtGOBF1tGLShyrG2PS/5169fA+NlzaOWZqP1Bl2CY2AmoMC5yWDgy/nCgadpOmrjOB2tt63EOD1ft1bl9Thu2+3Tx8fq49vLPUR/PKd5Xo/mL9e6lzEMt/v9si4A1GVct5ujd+0Ychv2vtqdp7WL3kshXsKUQ6Kwj1a0lXY0qRSRSBGFyU3tehvnp5P58S6IEdfnty3PS87IEbdyOOvWtqY0zCkiJa6qf/r2/PV6mEZ0CuSESpnMvRbZ9+bGIUymRByG2PVoZWhMyRAAsZTy9nZXChwjB3aDJr2LNBFDnE5zG81RIOiQYiDAkPLsOhDlbb9yCGSYYiREU1FpIZKCqjfR9uX7dWjoMvoQFwdx1XErW2ljDGVgBz9GUzdDp4RjNHmn8oGnGMZo96NSnOd5teEpRJV2O7buMmwgOiDEdY7LNE1pPqXl0/pS7o/r6RQjAu6j9G7vhdGjDieeKJ3iwkZAkWMKHFRMzRC9V9nuY28dkBFwSlFG6w3AMbInpClOX15exGwOKTA5+t4LB9r2/bWUo41lms7nkzHcW23ijsgcuilGFqZvt+s0rwPQmQmAYzDR9xxwH347SmlCzCnHQ6zUnkLs5LfWhpF5hpBfbsfX1/anX1+HBUcwG2rDEQDA3cwECdxG60cfBcAQLDIHwjFG24q03tt4fXk2qde37//b3/3/fvv1l7/8+st/+tu//fu///v/73/+z//Lf/hfv375+uuv//jtyy+oElBSBPNxujwQR1OfUgYAfD8+WwPHEKf3t+A7d+K9PkMURIe7mYirIsXLh5/aELX2vihvtah7jNmHtPubSIUQ4jyLiMkIIQQi7cVVDHSY/P6nz3/4/Onl27P2HlyH1Cpt60etx+NyelouwehyOosOTuFWxz4gcsiItda93NhlzgnFtFtvnQBijNMUODgiuDiBnuZ4SmmOjKXNA6NAa0NMVYWn+VYPt/J4DtpbO0a0GCEmC8mZAFLKMeeQWFA5872UKn0v7fW6l72hwh9+/GFN+Sj9fhwx4pLxw+MpMSP45bKWY6vlmHOaODym/Nfny7/53V8noTVOmdPR+tFrzDExrSmBGABVhb0Lh6wObXRGL2Vb1vnpw2Pv2qqQ+boubCQD9t7WKUdkG/B0fgzAfcBe5L4VdQfEFAPGfNuqA3aR27EPxNu9lKON0cFVxGvtQ0YfdL0WptiG5TTlODHEPkiEgjE7isi2H5d5zsTYdImrii3TemxVBDAEGdLFalXy/LqXW9mmYI/nCUK+lfrDh/NlXSjGpsN8cAzg4KohpThfaoOhFOfz6/dbDvO8ru8MKSTay06YKOZIgNpsdASbEKCCpdM6p4wIjvC23Wle85RrqW14pFBrK4MQU2+SMbk6MXdpiafz6bIsUamtT/Hpw6n3ql2QgoGVdkAARaCQFIdTsS46gipziNPCMUcgcsZ5zdJ7RA4JYkrufrttz8fOiUylqyhKsQ7ES0hDuhCZhW0TkZAkigwgev72piI05dLrGCKo34+XPMXHeX193ZkiIoha7aXLyEhTyFWUA3UbCm4Cx9YEoNRjL11av15f85QxwJBmIGJdzY/jIMCjdloIiRLHDw8XiOnexrxOCqIuFvFNy70cS1pnzEwsQyjC0YsDxgRVRh8DwZLxKc9ivbUChJFC4qSKXXgUDJAf1llGFSQjjikG9jra2/UuAJsfr+UVPcjo5vb6/bZvFTGmnOaU3XQ7tnKvrugxNtXbvlXR0bQc7dZqGyqiU8rbXu6l9nEgS9Va28iUDP3WijTbanPgrZS3VkZ3ZOimz29dzcEVHQMGRgwIgdBcTIu7DvHRLTI7epMBBKYSmCMjSr+/vh3b0Y/y5c+//vbLl3/4uz/dXu7B8dc//eO///f/4R//8ct+28BtPi0O+OHD59PpMaa59y7WkXkMAbfRC4BznBzQTIl5mCMGpOBAhMRI6A5gbqJmPC1hWdlxWR+cQ9+uWitj2K/PbXtloCGqDtOyALGbO0AIkSmG6cTTNOX0b/75P5H7Mbqfz/OHTw/vm7wuhVGnkHodMvp5XQFoL9UMArKI1DEu0zwG3I+GBucZfj6fEqK4jW5LmqSUMcZbbV+/fEvMgaLr2K3+Wo9fX17Q8Ha7v9zurVsfMgX48bxClxTo43pap9Xd8hT22m7369fn7+BxWZej4/Pr/b7X+/2+zPG8nn/8+LG1gwCkdTWb5nSeAoqcY/rwsE45oWuI5ADC9B9/+fPXl7fFeYnh8+NlWdZyQCshhLzOvJ5Wceuj/frbc+mji4+BvRiSAfWAodxLcF6XHCOqjKrj9bZf396A1RBrqyqS41y6cJ5LbSEkEam9zXG24W9HV4eU4jKfmmCTsJWBhK3JUC1jf70dz6/XruXtuoOnkCjkfN8Lu81pMkNzY+YlTwRx1CGtv76+fXh6fLvd3FkwzzmDSjnK5fE00Kse2ixAeH0r3769JffAARFKbcPx6GPCEIluRztuLVB8u9d9770qGoji6MoYMmXKidXHAG0yQuJRbfSwb9sIHpaEjASQlZ6/vVyeHtnHvd6HsWFs2jjHPsZxLVo0hvxenZpP68N8YaMYQPRwHx+fHnKObn4cd3HN08whNu3bfetqb8/3sdspLHNKgTGB66hHOfIc1bt7OPZm2l3Htt+btr0fRijgyCRDzNGcgOJt34dJMlxD2EpxwNN5NhhDB6d09HEM6QgYAol9+/J8PQZzFpBttAHpw8MHdBMdClZGA4JWiquX0hz82/NrirMP/H7dCMM5TH0c5pqmSZ0M4u1+H9YxB3BkojQRRQhTWNel9zFGb9q31tz84zSP3ouSUZgSb+UgCtqlV++7awU2XlNi6qXebr1ubQSOba/b82adXUisXetRIXQbTDhDyBhbaw/reY5p9F5bFzURuB+9dTWDT5fTh/NSR307trdjQ6JpmlSk7fW+14Rcj5bnid4XfwitFBFrohDSde+l6XyaRqK7+n1v1frwgQD7URE5xblVJGYgUNSu3dxADcTQAA0JE2JEDEPAIQByDLxMYYrM4HNidkGVzEyAt9f7ft+GHKb665+//Pbb99t1iyHKGIiobst6Ioy9jnZUcAJ3KXdtZQzhfKKQzLuaILCrMkdTc3d1pJAdycyZGRERMYZIKUOMsh3H928+Dh1lWqY8T9IrjGatmHQmZHftTa2rVjAjDmbhD7/7/WmJy3r55esrcczTouBDhZn2eqQ5ZvQfl4cg2I++l6qG6rjtBzEC+bYf+k6bVzzF5dvb6+bahzCHnFIp4+t1M+LX+/Wl969Hu/bWzHrvS0gPyJ9OJ2TqqqbCYK9vb//lly+HeWBMbqcYTtN8vx+3+9ZaBXRxbbWDgbl3sa3V260uyA9zZgZV2O465ZAIsvnTJQeOo1nZSxM90J+PW+vDFBR8mogIn1+O122flsABSinS9Xptx6HrfF5TUuuILrV/fX3DgKc1DRnbUero6tCGHnUnIjX7ft2uZZTWQ8BlTeiO6pDm/iInYUZXUQWqpo28QheH/eiX88l1IELv9X9/oHy7b26KoKPXlCKQqw4kpJh/eblWta3sYc7m7mJLjB9Op1r8+nZYPeZ1PuqQprX72yH3m738ci8t/PK8j3r/9OE0zMWAzcH1++21Hwe4dO/l2Nj88njeqv75l9tx9K1WNQhTJjSJmS+X9bTMD6fTTx/OOtp5DgiqaCHxMk+XtIzX3R3yklvbgVFckQ0jTsvs7qMPYL08nkLwo7yoGQIhgPoA9iodmN9xVrdjd8bRRwzJzTtaXJKIvL1cUenYa6tjOeWhFnN2UTJvtfXWOQRidoA2RhvWu+1bBaO32zEUp3mm6KfTfFrmlNH8vf/GMroMoxAUsHShmAVMYXDEUtto/unpx15Emo/SUY0IO9gIJAl3H7fRa5N5PQ239XRaUnAZAWnm9OF0STGCAXl0C4G4jTEMuur7lmnJWaqykogKYk5JzWqvdVTicHQ92kg5ba1208g+RPa9vt12wpx4yTFzoANtG763HmPsOl5eriCkCvfSb2U0sRhC783MQ7dY7MTJRMyQIgNTMzvE2oDz6XJeppyjovTeRh3q+vnD08ThXo+t7t9vt5fWKE+Kvixz7cOc366bmtcuaV5yjo3lDhJC3lp19MfTIu9c2ua9OBGqD0d3MHN9L/gjUAwZEd0BAUX02KsPOWX+3Q/nZfLzEj5/WB9OKbEnholRSrFhKUYEaWVHM3AXsdt9f3l9iylv+37fbi/fv+/bFgltCOio9zdEojgBB3RgIpUBJmbmbqoDHAgjAJr/N/6AqjJHnhcDGKXmGLU1taFmccohMROADbMho2mrBAZgvR2uDdw5ps8fPv31jz/nEB3D168vpBCR5xRSwNHLMk3nPC8Qk3Ci3JuMIaq2bZvqiAF7r72WYfb9fpwi/8sfTxPZ233vYuclP62LqIcQQ+TSipux2BoDI655ejitQ+T1KN9KvY6RpogESvhy3Cl4RDtPFBzQgjmW0kKKjhBjfHo6ld7rGH3UfdsJ5LLkc07kcN9VjL+8Xb8/v5wfLziF/djR0ASbQwF527fXt73LWBZcVzaGt2N7x4oeRwEkM2i1n+aFiBDofL4AATOGQNtR2rAQoqkyRzWqYmoecuiK9733Uc38fj0ixzH6y/fXiPH6dnftCLAd/Xrd9taGQ+v9vnd3inG6bRUxzvOSE23bcdTqoIm5140Q9z6GuYrXAS9vR23DwF6u19LFHd++PV+WabQWOaaYwAbFWO8jx/V+b2Y49n5UOYzfbvclJwKnGPZ6xJAEsbTyw6dPkBiIYgjbUd/utTZblwUJYwhhmYmJT/OSI0f366/3ZL5M8xLnx3mZUwTGmKNozwJlK5RiO8qQY5qwl1pqSVNKax4oWyuilmMuxyHkYu6GgAghKFEbMgyY4hCpvcbIOSZGPLSkc5gfEhB9//LqI96OsrfDnNxQjjEnzgFlaFPN88IUckgAIqOMujNazlMXNbKYvbbjsGZBwcHMSqsvz9fbrcVpJuSy10gJyBq1n/7q49/81efAxkB//fMPGUrdDlfNc36fr6uquFKIqlRr5xC6dZg0L/yy376X7XUrz/d911FGA/CPj5cp5PvRMKUhpt3LvZHxzFMOM1AghAjUVL7VuwLpaCLDOd5brSrThB2qB7vX/Zevz3v1WkNKp2spYlDa6KDnzw8alZDIsw2QPnrTrrJb27DXxPdSvI2nvJi5mmJwjPh2HF9erof4vVZngIkPbere+0iR5sx5DQBGHJ6vd3HoZsMEiQ04cT72LUQcvTFCWIIncxFVN3VyQ3YD7e3dEmnMBKaBEdwpBopRDAyQiBBhjA6mLoPMPpznf/Uv/urTx/zhcf70dH54mKaJTkv6/HiaA96v9/utxoDnGRM7gg2VJtaafvjwcciodb+9Pau0Uu4inSmQC4M5OiARTURBtJiOPga+/9fBXQe9w8MB3k98QHKgKc/5vJ5++DwETK23JqqUIhKrOiEhmI6uKm4WmUvZEV1d0elf/P6fQ2nLMr29btD0IUxLoBh8mSapY3TZ7vsU5xiSiwWkHMMyJVCNhJHgclmmCTvpt/v24fI54OwY+xjk8sPTRUbR3h7XU6sHeg/srRVQBcZvx/3bXgwSYELKo+tlSpdzutfb0TYmJ9eZ4xIn6VarhpRDmpdlXddQR7lvO6GGABokREpI53l2oG+v7W1TwqVuim7ndSYMMICRD2nH6K0NbYJG87xgoO3Q+zZSyuDQWs+ZLutUy9GGaifEaWv1nGmd8r0MUQTD07ISsAht1cXBUVOeEgUAMXEplCgi04fTaWDfUEU0EKGHFBIYt0PdSMzv9zLND0eD+6FumAJP83zft1bLw2nJTKWVDvC2Ha5wbI09eBcQF8VjWBedcwbzSOG3367/9e9fjk1dSbpd1lMiChkuj7MjdNVfv291rx/WfL/fqzsYovOtlFrG9Rj3Wo/ea3Pm4D5Ax6dPHwksrzNJbb2P2rsj9CDfa5GGtTQgOWq5H7UT0hTe+vH1y9uQcTmdS3VCKqUOsVPOxgKBEEzUEEksGPGS53Jrp3Dean0pdV2DmDCHKa0hhqb96FszC3lmRreBwXgOXXCal6PsHEDdqsMYPhMl5ubqGQwdwOaUwZDF8hS71NJq0xEyUfDv+3X33rVjjBXMGJCgHkeMMadVWzN3U6q97LLlp/zb69d5WVEUhOoAGR5gsqEEOYVpmZL0MRqqQNnblGZRAspC2n1gngS19u2ox4ARzG/H/nrbcPBu9jKO79vb3rfH05qR66HgYeg4TfM0BWerqghkEO995HXuOqYlf/z01Ehe9/vRdW8ePIIDElUZXcUnat576doGFDnHJfJU2rABAnFP6db6x2V+DJmc0FEFWmu1H6UeIYSjH99uL0UaEJnh2+04PTwhIccJPAhY6TuigkurTQ0+ns9leyOWUes6XU5zXnKa5pRTPgbdyljTcsoTO7eu5g4GBO8aYeujmQ0GNANEnmIkcnUlxvPD5ePnj7/7+ceff/z013/83ekUH07xaZ0+PJ1+98cP65nRW6u11bGua2AeKkNch8fAac6tabkXAOPA232TVkdt0kVNx+gAboAAzMQAgOjMkUMSF/XuLu/mrP99/0+EbAjr55/D40/NAYZYK8RMYRIxBHjXf0ZmBFRVN0Efo1YQ7b3+8PD0NJ/MwSO/vN0CMTKKSR+jddta/7LfO7iNEZlQnTH0okdxqQoQfnvdextxor/cb//wvL1ux3Zv0rSWBiCfL+t+3w1IhzMHJxJndYvsc2BpOhqwc9H2/bYBhst5SpnGkInJjRBgDp6Z6zG2t9e6NSM6qpbtYEBwFhiMuJV2P3YbRqCEVCpfX+v9fpDgX3/4MVJu3XKI99qGyynFVuR6PdQGoLPDbav3Y+SYVaEPheDA6qaj19vW7pvK0K3U+15Hw6Piax23+22NgS1st+bG5gSAx70uxP/dx8ef8/r7h6cUwvl8WtbptlXprR79du+1tSHeekftMtq7m2grbSu1lfrx0wPn5Zfnq1g/r5dblaMe6DBNUwqWUyydjgLH0e77/nYro49vb7ffXq84T2L85df6/DZKB2n75XQeLrekMU/bW3u59W3fH08nNEd1EZ3yEmD68tuLDVYPR+ljGHJMMNXWb0dtynU/yIC24zB2n12i4sS1tVYMOcUQ61a+XG8282AdCvd725tEtIxq4qZugO2oMTAqDdG9lXurz28vHCnn2QRCIDMZfbCNIWLgz7e3IsPBu/dlTohOEA3w4eMDZxJzgAhOKmZMMNH1uKtzoNB62Xs1IhBlwdADVA64JJx6acyhdDt6P0o38Gs7jGBac2BIxAQeElNgtaAeYp5LLWXs04f5+/2NIaKytLFdjxTSFGajYJwI82W9nNeTmB59OAQRlSEAWGrzAUuYz8s6mrhB00GRb61ADGUvHhAS7q28vL5JH26iIEevb/dtjEYETeRtr+K4lUMUA+O37bWCpGVSMzEfOmorblD3OjqM7i8v2969m67nxQPcW5PWTa2pvV7vjcKL6m4DWrem7Lgd5fVeE0x9H6eHRwAyh73VrY88X3pXHz06jNaJ+pTz27W8buUQHWYvt9tAAIVM8ShlO1oIUwrMYDmEWnvv2oYdTeroQEZIZEzI72YkkaFqSCAq4qKgFNgJ1eHtdhej+9Een56mxJc5fXqYHh/jH//w6a9+9/nhlM5ruCzTvo8ybDlPiD5aL1uLKe9HUVVkmpf1dDqb2P36OqSGlNzdbZgMHcPM3YyIiAIgA1CI0dxEBYkRGZGI0EwpcBcxhPnyQDG0+zVHdgCOmUMUlcA4dJTROIXAbDIiJ2ZG9CmnKeWZVt3H+TxbCH/687NWYo55mdB94ohEt1YJaUJmIsCAYTLn+94fzo9TCG3vaMiBhH2YM8TssXbdW//px8+qbZjm9TTEJkwP85pzZPPPYf396YEMn9+2+1FKb8+vLzpkmaaZQ+bYFfdSHuf0f/jh83//+7/+N7//48fTZaCV3lAxTYsCEfGoIwE6hjrUtZqNgEwcVKE2ud6uBCORJyRwrk0UvNp427f7UWsbzSTEILUBeMppqNXa3peJpyUBSIz5ethxSOKAoOL6em1H7UADnUZlH7FsJad8mpaY05e3t2/f3+zazwVV4fvtiBymCB8vp9F0mCBjYE4pm/OXL68xnbddrnVsXcsxLsuTGJfuOU8J4V251UpZYnY1ROomVgZqfLn3o7kMRwT1dj7Hf/bPfvd2ffv65UqavBsCGlFtihwhpX/49fveJHBotb/d78dW1HCZZxN1hYCk6vdb2cvQ4Sby+nr89stGe7Oh3IViXj89nggG4dBi/TYS8TnEfjSMYTrNaZ6OqgqMzH0ME637cdu7Qayin54+tHKEQEBgaGVsMVGv5ajl5fp2uD8+nfZ2cAz7flxvB0BIy5SYWm1762WIuA4rW2/ioOrTlNR7lU7TpEQpRQfdW8GYDKzXbka/fH1+3Q51ev5+rdWGex31aHI97tOUEtK7XPEoRbTlJaQlA4XSxIESR+3dYVAAoDgt8+k8qWEZ0kXLUUzg+/N1mtbWau/9bd/fw4ZqAsSldalW9s4xzTkd96M5hJiu232oJCJkohi2JnV4ayZGw6TKGM7I8bKurTZ1dAcB+PJ6n+Jigm+346juELt0A+VIajZNp+fXTfW9o11STLW3TfRl35s0de+i6tq6iePWjjLabd9DCjHHZvZy32+lm+O+HTqs9v663THGdV6z82NeozuDuWupeju0KiCF46jfXq6cFuQ05/nb12dTUO0xu4MDsjjc6n496m0TgOTvqStiQEb3FBI4mmmIiG7uBoDuRuim9utv3/7y628hhmWdf/75wz//7/74L/7FH//4x5/mOXz+9LRMYYo45dBqfa9g9dqmKZWjvDxfa++ff/5pOV3GEB0iY8SUYp5TngMFcEc3lz56RUTmBEAOCE5M8X3kSsjvNQNkphBjXhwIQnj6/ENrBzKtl8djL3lZkOh+fcuEFEhNXcSG6NAQg7v33lstnx8+rnE6L/mHHz/UPt62hiEDeB9HDJQii/TLOgdENesqtZUpx9ZMpU1s+1EZKE/Tdd9MoRVxo/P6qBq+fH3+8YcP6E4U1KCLR+IlBkIg8x/P53NOOSQyWubFTXtry7wsSxJQUT1R+jGtn6bzMuWjFpGmffShOU29yn7fmZJ7WKaMAEfrXYTBf3g455jKMfbav23XZqKoRTqFPATf7jfw4e6l9nk5vc9AmUld1jmueRpVVDRyCDGgy5xjqTIsqJihd9XalIj/G7cMqLQmoEMHBBtshW0P8h3afhx/WE4B7Wg1MV1SOKV5SgsCTJwCUi211p7i5Mala+mjtnJ+mK9H+cdfX0s5fng4JWRTb2XstyrX8khxymGrHYiqaQEvtTLSaDUHquP+13/8oZe9lq4yTEaAECi7ORDdq79tx3KaWh9KiOhD9RiVONxv94fLQkTSldJsQk9PH7oYQyAjU5XRWuKUCc27pT6C16q3UTn5mpkdP338ICpiZmJbt45hymlJ6dcvz1u119JPp/PHx8t5nU7zlKec1yR29LZ3UUH80/fX/R1i0NtleZjD2usA5hxT7/K6b11N1c1cwRRBTGLAKeLXb1cMs5LVXjkwABy1bq0ONEm0s7z0WzUV59fXMs9xaLvuBSOj1L7f996U+ZBWen27vb7e32o70pRjTKXVIlZ720b9tdzjh2mwHK0do9XRsY01ZAfaa31PsYEzxwmJEZGZAcgUt6Mdo+cpmtp1O0yBkVqpDNT62LfaBlTFrrRXFXvHEVDvuqRpidHFwAwAf3299yYf1zO51948hKGmrnlOBqaOwOFe9xBApTNAbdqVFFECQKD9OCqOt7IZQJ6nxtbcyhBEy5kO0G/bft/aeblMIbvh1o677Z3g1+e3wPnEUau6u/iozfajq2pEut+O19rqkKfz2VVrbcAWZ7yVY29NHEJkAfjlLxt4NvQOKiCAFpjAAZGGipmga0BAgEAU0NG97Eero9b++PHxj//8j7//6z/8/o9/8/D09OOPP6jJMsUpwWmhh/NsQwNhSKFJrfW4bRtxznnpQ46jppiWac7Tok7mrAKuDuAAYjZkDKIAQMTBzd2dOQA4oKuqG4KTOYe4hjh3w+n8EGJSQE4TEotImjKItuMITKje9iMw55xVRFQ5hJTCh/NpSokDZtZPPz2m83J/vv44n364PJj1zPBpmS5TBOQ6wl9+eZNqrDDlzGSRPeQwel9PJ6Q4h7l3vZYqVfph13urtTJCpoCA3/dNzS9pDjFKgHJsn9Z5SZwprGFa0+yi7nD58IjBTjl+fHh4ruN//csvf/vlt7+/f7+VLQEHylttYBoBTHEvda9lzqSmt9Iy8sLoZgjBgQzZgIjIVPuw2kaKaX43/BigEXjcjj7Ucg454senh9Y6cSjSjtp663PgT0+n3rUp9CFu5CZkPqf5vObLHCPoT08P0fTx/FTvfYnLcjpd1f/zdv/28vovPv8h0myGwe3j+TFRnDgHx8syr3M2Gc/fv6YQAkzbay2lv+53D7E06GO4jkRJFQAjprmokuiPD4+j1zWEz5dTL0dynGO2bmNoHwZg6+l8v0tpbuJv39+kCQGPWgLF+7aHxDEljNzanmf69vZKIQMRBeNgUw5HL+WoXOznx8uSncLEeUqt2MvbTQADhxxDoXrtWymjOK7LHCCcz+fatja8dguABg7ga5qs9zJku23fbtdutpXh3bt6SGFe88PHxynlNca2769XceM6+u2oBsTEOvrRm5PFHAMGhYQcA1E3M8Vja6V5U1fEdZpDpMxhSsml3EsrQF9v5S5DAO69fPx8FpPSxsSn2jRQcJVrKV+/3QY4BjYMUgUx1NqNicnTMlc1wHC/l9e6/7J9lUgcbV6nMcZxbW8v167eRGNIOS/uUykGEDXGyzLnkN72bVSqBZ/3Y7qsWqUOQ6BIKALYyaqboph3G12aiuqA/ZDvr8fLfQfz19t232tXb2ZEJE22IUdtu6BRdgMDC1lft6uZcQjmZoxvpYjA6LaVcXRnjsSMiK1tL9/vIZ5iBAH5ej0Cw+Npepjm60v785cbh4ymATkgSG+C+Krj19cbMSdidkCyOEVRzEta07Tk+fXlBm6BIcVwNFXwKU9kaOKtaeKEwvvV3cDF0YDAmYwIzMFB0UEVhgiBrZkDY845Bmoib7cDMX788GFaz5enz/P5xCmkGD89nD49XdY1rzM/PSxEkKcwL9HB19PTfqtvb7fe7dirqokA8wo8i7rUJqOZdLfhKgRoYGodkMAJicDRzMEBzdDcTcAdnB1jms8xROS4fv6JU3KDFLK2DujzwwWITNTHIHQzKXUDU3R3gDjN85RBFIFf9/qnr88AvBqeIQ2BaUo5YmZbA6PJ97fr8/P+FB9WTx9iSoQOdKFkYn04CI4u71t1NcloU5xLc0SKHNZ5QXNX8hHb3ht0dfnhdL7k7OY6XAzdkIyRqNa6H9trOW6qdxEinIh7LYGhdSjFAqIMGEVP06MK5jTlKSWE0xzetjcETQwphUDYZbQmJJg5AVKaMgVmQkIEsTVPYEEOvcxLacOQ12ld57OaUEDGhAoPp3ldkgOQBxe5rOsSpta9NGttmMVRxymFh+UcIM9rFEGrwJT+8X57rk0HIAckI1IHc/Q/f3+VoUuaR1c0YKLRmoIfx/7bL99TyhpiU/i+W0IkGmkOStAjf+9wv2+//+nzb9+2Oc/zlLuE0ocBH1XRnXFMj1PTEWJYz+nplDC0nGAifJgZjPZb+eHTiQK8HA3QSx1fvl2Zw7dvr5d1upzj4zIN1F+/vIxX+cyPJA4phRjDUOkKKU4hJtAhOmoZX/6y/eXvt19+ue6HECL4eF99iEjtYgjMtKwLIHx9/vbt9e1aanfZjmM7ihIuTydkmOdpiuu+K8cl07zfj7fjCHP4eFqpmwAsJw0Bb7fSxcQFCUQEOW1bOy1rTjSsq/uUcwiMEbe27c3uXZt0DuxgYpUSmPAYqI5NfG8IYbmXfnTBPDmF07zg0CHm7l+/f7vtpTU1Zw5JRftoCt7dvz3fTKINJHNm2I/eug4FB3BnxCjVRRwJxhhNhjg6h1Lq23VrXQAcFWLFDz5fMD1iPofg4irJAOoY3bgU+PpcSkXxuNehgqT+kCcSL011eD/6GOSQ+3AkDgym1jvEsCLSvYNCsK5STZode53y5CKnOeTg5X6oCZG34czLKE1bT+Tl2G79OMY4zfOZYj3aPo7u+na0TUVsmNbTnKzXWspQWdYAMkCUAbv0p8ez9EqIyzzNUwhMw7oDvX4TUQAyZkIDfG/Fu6srIb0jxMyU3DPhOYfLKZ3OGQIOkd7GL3/+AhDv9zIty7QsYvrHv/6rH398+sPPn/7wu08h2OPT6fFyisxTzl1GSHFK6fpyFdHeh5oNNUBqZde2S62uQ1uV3qUPUHv/KHJgFXIAd1PRd1uNSGt1B1cAA6cYF8W8Pv0wnZ9aqdo28Y4cOS6cZgDrbYtThjzFKavKqEVbB3cb8q//u3+eA338+HF0O55vOebfrtfqGmLsqrdRze1hnk0HAg5RbeOn6fRX6yMODTEGCu2oATgQAbBrGKYhOBtgDxNFIk85uiky7NaPup8TDpVS25pjCgjonChEBhi91oXnFNM2KphelgnAzcmARcEEArIPKLu0quUoTISGpzw9nOY6ulNUwT4EXM3c1F09Y1zj8rCcz8vE6ACQOLKb936eZhO34TlF6X1dl9f7xpCWmJc8ocOxbVOiFDFGmmJyg6PZ862ULr2rGY6h8zLVWh7W0w8Pj21r0GXiFKfTn7+/1tFLbUgcmMG0tirsuzazMQdaUpry1GQ4UR++XSt7mNfl68vVAndt5zU3lePYm8Br12sVI+eIdS/nZaYUjtqM8GU7Xu8NnAG8gUrXOUVOeF6neeJlzh8ez6fz5bqN3vqPH59e79u9GmIa3VW4FqzV7lu9bb3p9Jfn68tWfv3lRs4cpxAiYOD3cZSFuMxrqyJqyyXHSR8W8HY/xRSNc8xEJGJdZADO89zbGArqHuMsDkAYMLhjmNMhRWkY9Jiw98HwnvGG/Tim03S5TDnREFHlmEft5Si5K+Y0G+BeC1E4z8uxldvRmoCImxOGGABhaAwpOg2R94kBhhAw3LejqG91iGhgOs+TjbbtRzcbjuo0REeXUntpMi9Tlzq0ccSUkwKJwvP3Kw6eID7M8ymn0vvz6/Wd+Lkdx37UJc7vogl1eLvf7vXI85xjOgbebhsYvOyH5Hg32R221rLzz8tT1Bg8yrAYU0jxdtSttSpdHInCjHSKoYiqEUDoQ1WhNt+L1i4AwgFN6fl57+qI1PoA4mlKDtjFXt5uffi8rh8+XlobAJ4jgZoo3mq/tsIzislRe0d0h8eQ6OjlKNM0SfBrPThGRGi1BEJRfLvty5qk6Rof7rfx7eV2Oi+Ith3H0cb5NF3WOOc4Svryl+E4KTBhIEREAiQAjJHBPDITWArhdFpS5JyYQNIUUqDI9Ha9/vrrt+vbNobFNDnitCzzZf3h58/zzH/43Q8//vjpb/7m93Pi0xSnFNw1pFBKeX15dUd3jzH03sC073etlcG1VW1HIHATqcV6cxtu6mYAhghEbG6AQIRMaNLNhqq4I6fZwpTPT0B83F4DGQJTXtO6AsLQrmYhZUAmIgYYrRDDnNOny5m1Tcl++vHM2b7X+lbqTCSldZMB0HTkKap1CE5LLEH/vD3P0/zj+QMhTdOkQ0HAhgYEVCPge5G9QK3wdu2tGQ14mh4CkPkghilPw6HIuJxP74HcMUS6Mrm7uoY5rImjjO7Gxw7gF8JVGhAwmO1H7WJqgsEjUwCeYlqXyCGoUq06xBjZMVQxdROEUqtLj+AxhEBzDnMK9NPnhxTp7ajPz/fTOpdWiRANI2ZGIsRaSm9tCmFOMSAuOY/W7q2/bO37fT9U99rN6ehjL5UU95dbIm6ti+Hz696GMFGOUxs2dEgbS8qRuJWeYyQHVdiPmvNc22htpDy3va9pBqPo/rK1QDxlYkbRsbetmSvY6SGBWgAT6X146zoMbkW/vZb9ralAKV07Xvd+fzvK1r58275921v1+/+fpz/pmS3L0jOx1e29T2P2NbfzJjy6zGBmMpNksREpAiWgAA0FVEF/UzMNBQEqFaBSQRIEElVMktkEMyMiPdz9Xr9fZ805u1lNDb6QAJuZTQxmdmyftd73eS7x/aezV7s5HLatljl3t6qx3Nw/Pl1q85eX6/XchaeL6vf1TBpYW7NQcyME69rUJBdJ6brvIaSMbohAXXsw7NuASB6g5lsbANxrr90gotU+TSsilpQJWU01Rlff9h2Zi2S0OO87JsGAbbdLta2bcE6ZW+2t7YrNQ1pzANIwDzufzk8P58+fNzOqNcxQHSXPZZLzfmmbIZF7sBQ1cOvIeG392sY2WnPvgOrQ+/58uZyHnupAYnNLKXUDB9l37V0jaNvH88v5Zz/92c26drAeerqczvWytUqJh2pKHBjzPE0p1zZ6i0CqvT48P6i5DvVIl61e1S5q1U3dn1v/DPYcUWud3CYvE87aR9doA6/NmmowMfOH24Nre/ERwOZwrbva2PdWuyHKVDIz1F4d6FrrzZrcxqmN18KYWu5WPj7W0z6CsQ5j5MMkS2YEyGkZA5BoyhMYdYVmDr3fM2/P25LTsOvWO5CksjjJANyani81zykoWKi5nutWeyOWy7U9PF9E+PYoh7T88LuTGZIAkMOrttBdLYg5hoa7gwc6Ida6KRgJT/OKSFmYCVrbHh4evv2H34sk5LQcD/O6Sinvf/LV1998RUw3tzeJ5ac/+eonX707zAldmfG6b6/XN0Jube9t07b16+Xl+YWQbYxRNwQvWSiG9133i+sO1MfYACIwAM3M3CNJISAIRwp3RQhkUcPl7l7Dbdt8DExJ3RAhpQyB1hoDmbpISlkQAwkKF9vi/Hw6Hsu8sCHkVAJgdwt3NO9uQfhmWZfM4TtJjETfPz1MZWLiP+jeImxYJj/MwE5uWT1a2/atns/teh0+6OW8HQ6HRPJ01h64je5MgRBAU1qzLGZmbnszbX6QlTHtvZuCabBFESFEgOjg6tCHb1VbwzFIVQl8KiUcUNiB3IhdYERCBqCt7yM6IoSCKV+uDQmAxrAeOf/44xMGhASR3x+OqiZZhpvkzCI6HIyImBHeHZb364GBKairNfU2fERqxpfLNtpImXcdT6cNUbQPdqRANb/U3YnVwSK22iMgpYKYnl8u6MAamUkEQ+TpcsE03dzcfLx6q343M1N410x8vdinjycgZOHjukwlUbB1h6Ch8MPDtW2RIp+vO0kCSjqMkAzKVm3brutSWpfvf//w/v7uUPjD/WFOhKpklnIBiCmLACASMMnCcrnsh5SRzEc9nfvNmsep8ZrWJbfGbevffXz5h37+5ot1mWhre4C0bq/osH1rDnp3e7Pv1zaCwrjWOipif3N32FoV5mmZIuJ0bt44xMfQ0fH+7lj7ANeXi07zCsmDUuvXkikgXH2aZGxDEm37dmla8jSlcmm9hDM4QITA+XoNx6MFYcySPQcyreH1dK09LpjbCCWaJnGPS2unazuWEgGX1pnb3vB0VQLaxzmlXEQc4z0MRmmhlqwHW1AEUsmXXdepgMEIN4LWQw1Z+Ob+7vnp8eHpNE9cqLzUiwwiBtouJagP6I4DbNtOBfMRF+70Yk6MOkBSJodtdB3j/XE+XTQzoOlgccVwJMKt75klmCw8Qsk53NV9PcyXl23vKt05AXHuLX73/Sl/WAxBd57KfHPQbZwUxmG+fXl8CsEpzwkDAirGF1NJz6dgO2R5uvTTpHfJy8TnGqpw3vRlH9MynfZeY4zqT88vx+M89gjDGi1i1Av+8GknZDDzcIFImYYNJA4IjxCKnBOAgxtLScDjsjl5U/vqi9skkUV0O/3wD7/HgH/6L/9Cyiwld+1v3n95ejy38aBVGcZPf/Wz82X7+N3Huvdf/Oybj58+ug/3IE5gGjp6qxBhvfW+51yGqllwSh51XJ7n4xsL50QM4A4RaABMaMMGREqTW1gEEcFrfdadSZbbu9AupfjoZGjGSJPkMoYFBkSomwe83n6saXk/v/urx+8V04fbDPjSjK4XcIZZ5JBzU3659kJ0vx62VtU8DC9u9eF5t0DKGQcQDKdEjMqUpKG3prUKMjMJIaUUA9Ol+XCJaiLpuXXbT9Ncrpc+l2yuZmwVg2mdZ3fc3RdszGBWw7ObpsShyJAsbLt2R63d12URh70aF89Eam7BaEHD3cyhqIOQJJogiCj1cVHg8za0Xu9v7t8dSRXNEwGp2QBXi9C4btfREYKcjIO7mqKuKW2j3x7n3iA8JuFlngLIbQSMbce8FIsw0zdrBrnZ9+1w0ICwjiE+dMwpp0m2vQvih/v5i7fp+6eXhdOH2+NFda8jQ770fVkWEfn1x5c//+V7t2gVDitfz12BYRuocbqQWl1mWmK57h2BxgjPABRB/PHHa72aNkVSBFIU4v7FN/enC/z48rw8nHLJDlBKyszbVl2xZMEIM9z3tiyZeabnbevdFin397d761VHAO21lcy3x7kkurktt2/XD2/eRHOCRJQul4pBvb9OBeLlfEVKDhmpyCWumz5s+xhwealbdw+yIEqFhOu+5ySE0cb2eHp2pG27qhli6V2H+qs6ZZhPJRehZcrqPtxRaN9HHfvLdqojAFNtdbmZaJbTNqriy6Vd6qgWo4+ff/VVRs+Ze4teo0e8fft2maZauwEJ02g6T7dlypLocFjm+SCEtdVE8/ff/Ti8Xfa9mp90DI/b49p328/tdDohY3iM4Q4yLK5bc6dlXbe6T4dlWniZpz58KsVtqMW+9f3a9zoU08Wgmd9OcxmaIY65TMiFcvIUIxTz59P27nD/Z2/fHoZF0PncLcQHXTb7+NwBqCSurWmUj48vJJFYmoYauKG2EMja5eGlO+LD06lWLZmEcN8NOe7f3Jmhq9ZaA/BSG3Csx/R0fXnz4Q5Ct/2amd/eHBmVCbrBf/ntR0zpfNmuF3ObW+Xtsv/+t58ESs45kH/4/jwqF0yCAkDuLsgYgBGgToADIQIy8TJNS0l3d9MXX94hC7JYYB9KTCTy/HL69PHTfq1jBKdye/8+gPfaRu8I8fb9W0IwHT/9+Tc//+Nvjofpzc16c1hEGAA55evW6nULBwgc17qdzoyEKAHCxGPfx3ZBHaYBnBEJCc08AJjZ3TyARALCdAC8ArNp367rzS0tK+Xk7ohkqqlkp6DMXZtab72GKTOT8DpPf/zTb1ZMunVVbIYoGUnOp713vFyHWvTei+TReiCvh1uE1Aact1G7jeEiRVgEmRBFBCl0dAvrrs0GMgdJYIJIz0/DQ4CgI58bNIc0TZggUEsRZNmqP77sWJjmqL0R0Jpz5rRvPQzMvTkiCAGauyvYiL371lVDTpfqDhgAAG1oYByWGcHVe2vNzHu3XGaWslVrHVI+qnpEpLw+PF232s+1Dq2ziKC4mjYl4jnT3ZpvD3NK/LxtXXfUK0l0t61uTtH6LgTzNJkGGBIyErm5mwLga8hxuFsfE8/Mi3qbb2Aq6d2b8d/+H/815tvvP9Vt1yJT28f5vIHLqHEoy3nHv/+4hUyHZWYOFK9KL09qyk/Pl5RySazAL7sDQBFRNSYS5tH7ekx3b+f5gN98cySKvuH1sQrDXsvpZQcf4JgnUmhP5/b80q7XXtsICEk0dFz3RkzYI/qufW9fvbsHa4zDxla7BSQAWqZclpHmWI4TMSBEIX5ze0tI21733pvqCEq5jN4nzlDj8eHcg0YDHfT0cv3t7z89vlwCqftImdZFCPT5YXu8tHkh4OFASIk4DTUWQU4GxCV5uAcBiYe11j0CEPfWL5uG0bKUMstlH234de8jYrMx1NtuIpMjRuDL58t3n85713WaRXjvgzMjeeshZV6X3HslFISorXv4tuuIMPem9uPl+vB8lpSP640wq5shlmnRHm4A6tGgnceEU99s2/s88ZKl5MQAGHy+1Kpu7qpmjs3iOkbt7TjPay4ZGA0BpOQy3P76x8cfPf7202Pt+ifv398RtNGb4ZrvMJKqd7ObN8t6lOvJLxeu1cAxHPY+tn3sbXjodm2n3fLMwOCAU4ZCjF4eHs/bVUfDvZtrEKem0Eccl0M0XFK5vZkx8V5bZlkzILQIP18bIgkhGm3Xbibncxt7HOcZncMP339XKVIERUBERMQYSoAMIAjMRACqgwmIDHQIRoSycK31et0Px5uUxRGJ+XrZ/vN/+msz4LTkslzO51pbytN8WNfjGhHrsqyH+f7NTU78xRcfvvrwHsEQgxgPx9V6JwIR1OvV9q3t14ggTkScE3vfL4+fYDSPACQMJBK3ACDXYe3qpghBBB6GQMLp9UPLh1tHMh2jbWDDzRHFzHJKo1WCGH2YGTMHwE+/+vp+WdEsPISIot0f0nHOGnRprh7qet631tvQvrfa9HXcG4kRnDyo9+E+AKL76G6qHoEWPszM6XTt59prNzXcq/Vhe9WuuFUfFvM8d+1B2NRbN+3xfDorhJqPCm23vo9cDsNJFSxgqANgSrNQnktpew+A2u3a3YmYJNz7MFM9LhMjhIVkzDN72F67aQiIcAqDbd9r69uleY9M3DqM7m661z5Pc0SYDmEScohODM3RoNigViPM5pIdYBhYcHduLpddMbDtNQKYIDhtHR9+PDHJzXpDkLatrYflX/6rP/7FH7/7oz/9ye+++/7p+cQl//h8enx6nEoSkOupnk4XAfjmiy9tKHhvba/VKMm2N21kSkOdEcPxctncPQCICCLcLUtys7y4zIGkqbTbt1kmuHuzHg8lp9xq3Cx3vQ0IJ3q9f8Ou0DX2vdlQYSQEin0/txqcetXavDtRKamkp+3cI9bDskwpCX++ns6jTkkkwds3twwknKdpra1tte595CR3h+Vq+/vlALt9er6AS33p5/MeKA583jalGKP1dr0/zuucHp+fDeL3Hz/7HzR5TkTb6aIaHz+/dJDW9Xxt+z5G7XXU/WqzrOD29LKJTAIMpsyIGCLIQmo9Ah+er5fBT+erQU8gvcnjaUckIbhcL1vTNOPT+eVSdZ4KQIxuQtJNR+xb12vzKZXrZVcgHfHx08nAj3cHlHRp3QOECNxJ2IFP5/78uCdfPn//JOgSkQhVx3VrVQH+wMkHptdEsZ16v+p4Op2ue9uqeqRMmBmfrrWafL7aXz+cOsbb20Tkl+umzW3z2fjpsZ23cXvMMztGmacZo7tZSgmZu9kwMCsvJ1vmxbA/n1/u7w7LxADNA4d6Lnmrse9et7o3/bTpdw/Pe2fzhBDd49JNPT68f3N3M72mKYXhsCSGMGuX7XI91fvbu4i9Nf3L/+XbvidkGBGASIgO4EKOQIiIAOBLkpLEUN+8Odzf3rh6q+24TkWYwRlDVdXiuu0vLy/C5XC4Rc7bVp8//4iA928/UCrTPJ1ennOS25ubOU/M8ubNWzMfra7rdLyZ7t8ete9MThLtcqJQ0xoYwAySPBxBx/VZL4+u3d0BkIiYWES87f3yGaxHBEAQYThIygQQHsgJAsmVQsEVHMEZFLWqdxNgJhZJSNRVD+vxMC+lsGMAy97b8JEyI0JVa1018ueTXTdoNfrAl2vfqrkBAbpbHx0ppjkFe/Vxbd0dS54llz5CO6hCM6/arvVSu/qgwhxDYdBoPgydZFerfYTDcV5caduDU+HESEASzqaI7lwwAcGIcENCFmYGnJIEAIoEk0EQQJEkiIkxSxkt0DHnCbG8PA3dfWJcSs6ZJTECLrmk8EPiJMvzY2+qn0/PtQ8RXnI2Aw1MiUtJzPByuW4GJedjzodpccPwFA6EHmHhbc1pktK6ppKfz/vf/Pq7ZbphEkIG9Jxwv7TTw+nrnx9aHi18LlaYtKfrbqfn5zmXu/v7vbeny2Xb97e3N7kURwSaCCVxuFqt3SHUBjIXwWOhoYOYkqAgg7OkshwmJJzKipCQUA54aqftejkePDw+frqYeW9OkI6zTInMYTggcts7BSQBSpb3k227cvj5dHl81sE5cVqIX16eNh0pye16Ex7r3VoCMdDIXk6nOjycM811rwnk+em0bXquTRPeH5fPjxf3/PJ4xigZFyEmgW62Locgai0SEKO0akX4dLrW4RC+j36tdT2se99HB2Y2H/vWt3PUToQzDKy9Vx+76vmyA9BxnYpIBI8KgmnoQDFEVYXWY12merk+X9pe7fbm9nhMD88n5LxOXC/1srUWgBxBPJXCjMTcdJSJAKD1QWRM/OnH07WakOi+762/5vwtIjiM4tJNG660juGnLTx4qA8UdRBMAAhoAUNDL7te1TGBubYIjehXM+OUyxhj3zoGX5r9h+8+nxsskhkBSrhrtvTz49u3eChc/vEffXnILpAyJ3MjDB09sSSaPaQbNZNg+fF6rRGHhcI3TrzXIWRhcdrsvHWgeKr1u4fz8/n0w8cXjfz56WXKx9qHFOmhJA7owXS4WdSUl0Rk1GJe2Vz/4R8eP34/hCdymAgFgdyJGBEY0S0sKKdiZmEwpzULvX+/vv/idp7LUvK7Nze97efz9XptU57effHFdDzU1v7ht99q7S/Pj30Yyfz4/IKI+9404nB7QyhuME15XkptW850vDkST1lSLgLghdnBUiJCDA8GJkqcMkEQQ9/O+uodAGYWEPSInAqEqe4QZjoACBgDkDgBCfEEBn3biCWt95TyK7ZmaE0lObjkhJyAck4lT8vt3W342C7X5AxIp9q22ploLbntDSMpIqdSUGZhAdqbenDiqbBkwJyyGl6vbVgAUDiMPs6XWusIRA8Jy5PMhZM6bk0RPJMxyFAyBwQAYIS8Da/DXs5b7YNYhhuyIkNvI5zacAUfGmqRONQ6IueS6ug5w1S49rGNYQaHnKYiTcPVD1kmFHHqQ5vHpWk4jFr3vd4v6y8/vL/JLASuXpgv27hUqM2AYDkW9VEoQYgbJsJMcX+cDkt2xEDZq/ZNYUBmOS6Scg5ITIYB7jy0r2su04QWAXjeK7JPGZabMjw/n14gj0+fP3r3kNRVZ5kA87Zr20dJE6f0+en0998+ni52mKel8LrQVBIgDAfOUzdj0Pf3RyFMkvqw5oBE1hVRVCNJNo0Ace3u8unher1s6OPnP/3q4flar9sXd8dwyAzCmkmycFklGC1CTcl8qVsbNrSD9XCD6Gqmx/XGjZ5Pl/l4gyRhvO+6rDej98v1Wua5a+1jU+2HwzqlrIZPp3rp+qle05x6vfSoNJFB9EEOktfMjGOMm5sbQtxra61nSXeH4/l8qcPb8L07pXLe9rfv3lyuL+thEQFJNIaGOssI6Num2vnpcVeDlDMH1623AUPxcFzXm6XkFD1aRQsqM88rtdoN8OH5VMokqNabA4pIA9TRUuJt6LTMS8oUuu1Gab65m8fo7sltSEqXy+aONmzo6H/Q80YpnDIFxkA7Xa/n3ZzFzFQ9iEHkld3pBtYt1MGhDe3uh9tVDQHy1tveAnklXgIF3ALw0umHpx3JESLA1huJBKeLj1b+4TcfIeLDbR5jA8mCsm31lU6QEq6FGPRyuayHm5ymx4dndcszE6pgZCbCkJIeLpch3D0AFrJyPW9TnlAtIJJwmCdGc1uOq+mYKAmgmQkQc5ECZZp/95sL+QEJJSEn6aPha25ALQAsPMwogigidIzx9Hjetg7h33z9fprglz/74sO7N8ebIxAjp1F1kvnb3357enr5/OkTOHrgDx8/Pb+8mMPnz88iufe27ac29nmeRx9MeHOcU+JpmjHJtM7sYdrKMQUOCQc1dTVAySukwnmy0b1tNmqEmwegOBKmxEnABocJAYYxUUQgMXEWyWaKCMMMiCzc3dwtJck5k/CrMtqGvsrGv/7iS+umTe8Py5t1xjAkQESAECEMD8BLrcHc1AISURmBW6t7612BJfXdGZaUkmm0Hpe9mo2cmBgtLNzBiFDM1SBat/EHfS9AkDmOYcIlEZs3QFe11vx0qfvw4XTdLSIQDQmHhikhyJzWNa8YPHokEhFpTUe3iQQiBrgjdTON0KbYw3QAqYZGAKK04Q+P52vdlzUteQ5lND8kQncPSJxZchtuhlttHhpkr37L62UftTvAAGyqhm5u+1aBwBFH+NDmDnUzhXj3068f9626hVPbxuVl/8Uv3lCqKPH7b3/YTmPmnCmWZWpqGJRFTP35tCec39ytreHjD7v1YXWDETKVEebB12sLi31rfShLQkQLrB4v1xpI18u1t4jgYXZ6uQ7zHgYeX7+/A6Ifnq8OhBZrYbSei0iRYaPt7XpqAGW7Dg6hS20lpcu2je4+YpLE5sPisvfj8b5132q/Xi6qurd6urwsab6c7OFxv7u7p7DEQpT22obCGLQ1+HzeO/Fhnro2LsUjPOByqa0OBB06EGGeGIBFMjG31kZz9XAkc69dPz08lXk9Xy7bUBI6LHldy3pYpon3bSOnGPD73/14vTrLhJ6G4Xnf1dwj3d9/iIFspUWqLBv6en/0iGvt6vz0sn3xxYeh+nxtCI5umejtzeH+ONW9P1+GO2gb58smBBhOREkowj3idL4SZQ+fl7m2xpyZCREQoflw4r0GYLhp33uto8wzuNfa1RC5JMmJBYEfni5ONE8pgg0iALerAqbeB4IwJbVog5gKE+2XZqBG8dzaw8s+Iv/Nt9+lSb68O7zJWUjaiJdzO1/rvm+Z4TDPQ721vuTM5POaEgOCLiUJUWacEjFT1THMWlXr2Pfo53Hg5ftPD46yLsfjnAVjtPr0/Kxu08TkocM7wEttf/+b8/MDEQhzUGJDQELEYAQCeG2kEuLrqAcZJXFJs3sKwzmn28P84d3tz37yJUFM80TCgISArbXT6fz4+NxqV40+xuF4ez5f3WOa1nVZ97avx3W7XM+nEwt9+fVXah3AtNcwW+9uMaX1uHJOnIu7at8hgNM0gvKySMoYbr2Gd9MR7kgEJPGqkkUCQGRBLkEMxAGMJMhUltkD1czNIJyI3HyM0btKykREBK4jTD+8eTPngyqE2bvlMBGXMiFQ70ZE5sqSHSQAAQIRELFrbd6r+WkbbXjKSS2sYaIsRPOUpykDeK0NOVIGDQ0gouSOtcd1195cm2IgMSPKvvdX4xWSjB5DDQAI8fXRRtdhde/hmGRCwuF42mrtzYcnZle3HpmFGFhwzjmxANIIv0I81b5f2gFlYQkHMxMmyamO/sPnT4QxT0s4QuBoA0Na9X0P8/nzy37dtsxSOKWUzQOdEnLKYuDhuNV63bc+3ENr76N7KVPrTQ0Dy7//29/+fqvfn06fn8/PL6d1PuRENl6++PIWOb0870i4ZD7cL5jztBxEODFM0/Lw9ORdv/lwO0+kw6ZpqrtCWJkowphSuHSFh6fzq8k0CTvgaavnaw2H83Nr6iNcg82AUC6XxizL4di6CsnTpf3w8BIBeVo4yWv6LAzcvI89iZOTZs7b3q7Xi2mHCAEyx4eXCyCVVEbzl6dzH6hKl8suDNM0BRIyTsz1WtUwiEfvY1cc0it8fLrcHO9bHaMHkyBqb81GAkuueb8GuPgwArIID+j7aLXPcy5FkGhr+vyyEZWHc3v79n1hykIvlxfAlDBTxDThMi+tx/U6XivPpq237Xy+7HVj8lfb5TBwSL2FsDyfLlsfavCybcjpdK0pUav9+RI/Pu1zKarx6UVfajssZduuN/Pxbl0QxzwtEWBmXUfrQ9WGDlXbrt0dACClyR1MA4LCTRAP82rDrttWkrh679qGkXB4uIUpn86VyNS6ujNF3TchAAg3TEiMTsi98VJKOLcKe28da2clydbi48PLm3dvQLemFZARUm/weNou1zp6nC/28jy04fU61OG4LFkIiXIqS8nHkt4dV+hDhwEqQFzPY3/WiW6eX2obeDpvwpwZJuHTeb+auuhSSi5F2V62+A//4ZHgmDKIoBp4vAb8DcOZmZgCApCQxTwoJ0rMIk9PJwhGoHdv3qylgGtJsmQBtHkt6qOs0w+fPu11RMi2tYi4Xq+9d0RIkiLw/v7NPC/7thP6/bt7Srn3liTG9WSq+e7u5osvp/kYJHJzREEYXXt385Qy5QnLxMKEAG429lekSCCwTMQJJTknIAHOlBbJ8zQtEYBEAZFyZmEmhIBaqyRhZmYhFkYMd0RghnVaiswK/HK9EkCRbBb7Plq13s3NwwFROCgRZ8kUYoPdidMUmFUDJTjTaJiCZ8FMUDInyQSTVjIDQxrGYQlAzJFl2vbORO4NKYCwDWv6ejkQ0zDrU84FMnZgIxtYh0cgOYKbJLCIa+9AWF4bIO4FGcIGDeaYgNhAWIKQctYACwKQwoUBM+NxLSnD0GGODoOw166XjhEyCbs2CPMwRwAgq+O+3DKIqiHRaB1DbXRVdcc6VAPUhhAL5pQSEKo7O93Mc9P6xdf3y816//4uGL777vm4zjbOtQ0NHABdtY6NEtQ+rtvleJimkvJS2qn/8sv5X/6bXwLw1kY1Yx1vb4pba2285jFem5wAMCUSiHk9bm2YxX7V0RUQz10BeFyGR/79j+freTtkmRNzLq32L94ecVw/vL/LOYkIYrg6kWgYPZ3Ojl4S1Ah16NUuV9MApny9PN8sOSeZp/nxvINm8nh+Pk3oSPF43vLtcZ2pdxcIDliWsk6Zg87XcVK7W+9Hd3PoagbIktd0mEOGWrOY5hIONWAYHg7l9LwBi6tn5Fbbx8+n43pzvpzymtHtct1d4dJ6IADBiHrzYZ3W3LdadUii+8N83RsRX/dzh35uZx27Kw0XZimFxzCzoeqtgxkR2LVtWej6dH143J/Pl+NyIMfL8zYw5sNEhG+Oq4++jzosArLgNIZr12GasvTe9xbDw8PnNKnGGGGDiKd9KCfaWwUCJiiSE4kOtQDtWlCiQXG5nUrJyQmC/O5mIsDuOkbPjIlZu8UAkgBMrbtZ7DY0fMpFu3373SMK6ajmI9yWKSPC1iwg6sXc0vPePj3px8+nYYHgXaOrEUUiyCTChdATerBd9Prc2nm4D3p8Ov34fKrmGlB7vFz2beulTC3Gw+XF2B4/+/NLTlkI0YMERYIZBIGDCSgYkAGRMSAIiVG6WQ8bFB3jfL1O62yhX/3ki2WZj+t6sy4iIFPa92ZtbJdtq81Ml8MylalImacVKdpoETTGSJNQomVZEWmey2gNEefjTV5u0nKAlNK8CidCQgiMUbczoYSxth4RJCkYgCjC3AOIJE+B4kEiiwchJqIMKYMkU0VJMh/89YAOiADzPAFiBAhLqPnQcA8wAGNkAGlNe3DVOJRs2g3CQNSIkEKxG17V1ADciClgGprCCJHbiNaBnGCY6h90D7UONUBIATHchuvee3+tbLgnEjPbu20bakMb7oFJcjhYYAARcCKc5kKCzC6ZSIgIHF3BRjcwUzVymnjCSISo48JgMaJpBCQ1M2g5oRDV3lnMbRdENT1M6cBiBtpHlnzeGqTkARGDmN0iIa7MSYAIpzzvbXAbGUjNmpoHoOlSynXo3ioGAJJgCaBOMdymkm5uFoZ4f7cE+qVdn6z9eKoKXXUH02lacj48P1bwGAroWhIE4uP5+vtPD1vrCej9G/mn/+qb5bZUh9OllUxqhuDrNGHA5dpfLmrmWq8+rHdnYTe38Mt+OV9adGPODy+XaxvInKXogKb48LTXvX94e0PBN2tBGML77d1q3d3BwQHwWpXC+Pm8792rhUMaA6+Xvl+6DjOPlBlgSBZzfXm5ROTeLBGDgg/8dN7efrj3sbNMDBGo6oMlLdOyXXcPAiDKEzhE+NbqkpZSqEy4tXH35s69np/dg5uamarGYVljDLS4bLrVeHf/4TfffzcSlJWPh6R9rxbN09b1UjdiYpI2mnqkNEmaLs3LtJLwMIOQ7bLte28jiHApRKahul+0j7i7uSEb4P24zEXo7na9bpcpy/vbe62+d3jeX7i8hnWi9z56dw9zfA0EpJSIolWHkK5VSjLAZlbHUA+iwsjLnIdZEDugmvUxgGhaZg0dquqQMhcJN/3huZ72kTM7RBt+raObDR1mPpWE5JyZGYSCEfvwlNbvPj7e3795u045T0Fwe1PWlMHQDQ14awaYwuT07K1ls/J4Pr/UZoRUtGnd+wiMdZnuD+WwCM3eYjOCc1U1niILpjF8kmlrte1bYty7m85PD06YzQ2QAjDCkCAgAgDxDxt5IkIGZBBhVwtFHXhzvAEA4nTd6nWr93f36zofbg65FDVUdXMFjPPl1Hs/HG/fvH3fenutyZapIFKtDQCJ0jQdzAABGVmHcpnmuzfAhWSiXPI8UZ5ECgLaaGFDx0gpWWv7+UKBSCKSzJ2IAgg5I4m7MwkSAxBxYS5IQkhmDsRBRJIpJQeilCUXTgmJ6ujI5O7M4hYlp8O6DI067LS1VMo8USkwz8JM7iDEEbhX1IF9jD6GR9Ra3QeABsZQDyAn2kbsI/bmqmlrfcTO4oEa0AIHEahj61RHaDgEQRAYJSxt99ESwKt93UZEc3++bkh4XMpBxAfsgw2ZkHr3MMggJacRw90y0TxlAHOHMWKrbasVgCESIyX0KaU5TyVlYVE1C8hcZpkwBENqbeKYHCz0dG2tvYrXYJjtVSEWMnAY5hAeREEu7MJAFqgaABDEFfjSw5yY4XhXhu7tvM+y/vjDy+P58en68OGrd4jcdLPo5xfrlYlpPhbi/Kd/8cv5iBpcBw+vSNevfjJzURIv5RCYW3OUdG3KiQkBR4AFo/gAxgSIpaSpyLLMqRRkvG41Ca1lse61NSAn9K3WrcXTafzdr3/88G6ZU7z94u7b715q3fMU8yRLptvDIsREKNvWm3qtzaA5DMEp+uQDTy/6ww8bw0JARDjMnq6dJO97G13D+Hy2EVkYL9duRJrxCmPXEe7ax0BjiZfzBswlp0JMAbsPJN67vpzrVA6u0Ls17fMiYD7lMk9lyqXV8XS+Pp+veZo4sRRZ14N1fHgZGjNi7l1JOIgxyAwiMKdkRiVNOU8GpMMIYQzddqsWxM74qksc1+sFPS1yu29tPeQAq9UQD8/Pz/MCywqn87Wbd/cyzUM1PBjJ3FvTNtTMrXsARIRaEMneayAFchC/nHc1o4hJkjlacCADRE7Z3QOCiADk2myv9WaRm0nYgcMmcSIE5ABSCEcePRiJ0YuwEAliyTxcL3vvRrXp2+PtRDLlrKYK0cJ3tXPtQymMxvDrBi8vXTsyU21Wu3PisiR30Mat2d62aZaJ4e19XiYyVSRcl3JcJggYwy+XvTV1g9705VHbld2UWSAIEYiCCBDB3d0cHXQoCwMBMyMSAjLh8VDujiVnmJepViWQj9//8Ob+dp1LmM6lHNfjejgqRB/jfL4iZ7W47jUQgGFeFkJyC5GMiMyi7sCMyIEo0yLT0s3SvFKenZjShJJHr6iD3AOcUsplHrWOWjEQSSLCzYgEKAGyuzsEcQJEQOG0BMqrNQZIXqsQxIlLCWLgFMRSJk4yzP7wopQgHNQRaFrmx8v+cK3CmAgE1N3MDNMePNRfz24Y4BH+2sgCADNUdXWlQiPUgURmBHTQ4dpG9I59YEmZ3MRjInlNpdjrGRoxTVl9nLd9eIwIiyBmB6rNVC1sUMQsOZPgK6slyBEZKQk7GGJghDABEAIJS7PhSAjSu+nQJGVrdq0VPAoXc9pbD9Mk0kcMh8QpAmrry2FdDks33fsYY4CrW6jjuY0AcYV1yevh0Bsmp5tpYmAAhqChg0oeEe8+vJlXTGv74qfLOvP743pMh1/+/KfrUj58eH8+1yDO0zRqIsxONh/ldGn/+a9/Uya8Oaxu8MW7N9/85O79l9Nle671ul/bnGcPUUM1CBhTZo4oiVISYNGIYT66ooUwvX17Ox/LZR+qNqXESMxizZKkAN/37XCY8yx//5vPXT2MfvyhWbXDzQ0gMoQwHdf19c94ylKWXIaGuok4YQvvJGnf/YfvnsGYADHx7q4OHlG7Xi9dr/h3v3tkmUbvl2s/nTcEnCRrZetpa55fVT9mhPjl8ebSzufm14v1Ma7XUS+YszsAiaREL8/PiFZbRQgIVRsPL0+HMk2cuvl533NKI0YfzbqxyD6GAZInayCAmalf62hdNdRpKhNDMIGDDGBFb8P6sEK0zNOyTBBuRsP3NvZPP56QsMxl6zVP05x53+zleXhwSokQ3E1fT/1MOSeKIBKWAAgImXImFHAkTH3EsErk5KxthCMhEYAQZ5IkUnLOeVGjruZuQGnJJYKudWThKYkIm40A8UF9H1nSnCchMQtOMi2ibgb0+fmSpuXDzZI8eo/eFJ0SC1jYQAAiQQ1PTBPJmhgtaovROOc8TzAV6t1+fNKPn+35sTPlXMq+KbicrpUwQdAwLzS5y8vFri++vVCKQ8JX2iASkbm56ys6PCII6BWYQoBE8ocUP3gSvp6vOc2Hm7sIZE4AmJNg+Ns3t19+eIMQ7gDIiPL0dNpr66qS8rIu796/d4jL9ermre2tVYSw8OlwCMKyLjJNECDClBglIRXOBQgAw20QBCEYkqyHPGXTajqIGIHw9cDNmVheaxEABIAIDJQB2V7ntpw4lUDSABLxAEdEFhSSlHJOAODhboMIS55Gb1PBSOml2r7r5XQVxpSThak1IlQnc0BkgFB3RAEXwtR7uIorIXBJk9AEDoSdMRAIglRBRzQdSoHiERVACcg0uno3PNchZQGgvdlQKDkXpsQJnBAwwFORZU7vb1JhMDMWcgzniMBQVAML70MBBJFVx1Z3ZELGIIigYXxu4zK6RxBx7aoWQ/srSX2YXc7ny75VhPPLy5//xS9/8kffbNV8jMOSOcGA9v353FSPh/ijf3SfZtq6mlkmXHIWSYBAGKPv00pbf6Yybt5ItXPOaWYuMD9+95wx//Y3f3d7dzzcvP32Hx7Pp1oKTodIy1YO/Pi8v5zPLn3A9nJ+CtDhWy6FKWvv4KZ19H24eimQMpYpocBwRWEFf3nZzi97rz0nniaeJzGHrY6uPeVs6qHR9ki4uLq3XhK7rP/uP/zw9HH82a++nlNctqvMjAlNzUanWltvXY1ymoZ6HWahb+9mBu5uyPjj47VpWvNiboF82sxey7kxjeF7Hdqxq3kwGRLw61D/fO69UtvDq3MUxjTIB7mZj+7HdXJrwBYRXQc4Q5SyzFlgr9UJ0cwNsqcpzXvVvdahHZnzTMBdcSiONjxgGGitWs/VhhN43frL2fcdPIIQYig59T1ynhXwvI2n3bYWLPHm5vZ2ugHx27vj8/lsVrVDG/T0dJnXVLLMeY6hU6QECGjDbDgyl8OyIupykEmYAyMGErWu2gM1wBwwb92ubWdCBBujBqHayIXNFBAgnCktJSNQrY0Zrnszl1BXiwC/Pc6HmZDCOmjDCOCCW1f1WJaJidX8tF87brc38eFmmSdJAub9NTTWzZDTNM93t9PxVsxiyoUSjR7nvaWJHWM32w16h+t1XHq8vFwu5+3xeX86ta2SGoF74ZK5IKW6e295NMwpGAkcANTBgDkCfAx0EybkIAwCDAOzAGIWSUn2Ws1pDHt4ejgclzb2ILjWNq2HL776OhAjHDFKThZRdbycr4B0WNe3797lVMYYksVD+76v82QR63wQYnOdjzd5OgAJC5sbEKV5cWYnLuvhldXwKuKWZS2HI4GBddOOSJwSIsJrYYsgwgDJLAABMVEghAEiAqc0ESUWVm0sTJwkpSBkFiIORggHf5V3xSKCMDjDy8tukari1gagO4MqC+ZhNga42XjV2BIriwGomjruihYECBhg6B4YSm4B6CwACBbBIqrQIzpANVMPDIExKAYxIlMwqluYlVyYcMqJA5mRJjy3/dp3YCMiRHZzczvve1cwp6aBnNS9WwXGMTAzB3oE9t4ZAZB2jeetVusa7siMYhbMiA5CKUvMsuwX2y5Pf/IXvzI0c1jfZSi8ILXeDsv8f/jv/vXxbn3+vJnH876bv64H+mO/Arl5+/CTu9PeXlyfn5/c6HQZ521MM9/e3CfO/+hXb37151//1d89/E//r7+aln73Br76+tjqdnPDt7dIEHdH+xf/7BeIEdHfvr2po3333ZOjXasZ5G5uZhRpyhMQucEwHT5MNREzowOySA+oe2WR1sAiXQe0QGfS6t51uZm7mo1IjI75x8/P9wf/2S8+MKODKeF5a60GifCcxHpHQHMA4qGd2R3GGOidQP3ydF6yEIK5VMfn1q+j975noJzytg8LyikRYe2+D1CwNOXr3q57n+diat3otx8fq5MDDo9rtes+pjIdy/Tl7e2hTO3aEqXEmYnVg1ggqDb7+Pl0rg0wIaTaDCyWeU4koaHat/HqoOrPrTvSVFIfvjdgmYZ5EiEAN3MFIJCESEXVXL03+O7jA6b89Rfv14QMcpgPPoJMOLBVTdM0sErGCenIN7OlFcGHbdverUvGhaeJJUZnCuIIcEf8w08MUq/xSizkPzwH7ugebvbaumMEBOo9ICKxMCYzG+YAjm7bdqECh7dTCO7VCHRZhQt/9+n0fB0pFRuaZXo5bYe76e4uTYS3a75ZJ0b0oeha66g9TtfmjmbmAeSeOMYYdVfhTCTDzSn6qKYjAlXDDVsNd2nDPKg3uGzNwRiRoYAjUCABgiOABJGCG77arSNsaPcwBBRKAJByyjm7gioCUi58c3Po3V/OG8s0hk/zwiJEgszH4xEACXEqU0pptHE8Hpd5IaLPnz5HACGUnCSnss45Sa8bsqAUJCFCZAnglF/ZrAgAgDSGqXZiAo/w4FQCGRAAzF0RhaUgkqmlXAAZ4pXoMgANwADC3SJCclHVLCIsTEmkAAuLRPyBBcPCatb7eHp5Mvfz6YqAYSMMgYsFRxDTNIYRjwjtGsMgAjzM3VWjj3CXPnA4dPNh0UwdwAMJkiuEBTMDgYeP4bU7gLiTO6iBK4KDWTe95sTgOJrpMIKodRthA+Da7elct2FbtwBKKYM7IdTR9HWt3dXdJCcgUButDR1gju6gqi44wJHEnDXQIYhZkHNeTKMIT5mEC6KwgKT5usW6+r/+t/84CDwGC2DKBvLw/EOQ/O43j+iQc1KH2rV3C8h135djylP+9rePl338w29/fLmM1qZusA3/oz+7L2JPD/vw9Fd//+n/+z//riOmlYC2X/z0y8cKjw8//Nt/8fUf/eqLL766Oz08zSG/+tmH41qI06cfq2kOxAAdSrXTtlvtIwDY/Yv7ewoczViIUx6On368fPz9IwWPYaeXq3bdt90cGkQIjKEUfDik2xtpvQ4FnPK33z3WOpaZ3IeUYkjXalSI75aliDDJ9bQBULAMC/MeHn24A3cDximMwjwhm0KWfJdSQtq3phpusjdTg+GxdzWknBMhDrM8cUoinJrGtTVzZWQwcWNXyJzDjMCWuVwv11pfZZ02SRYLBGmKxOgKe1UpZeIU4G6RMCH4VgcJmXeXcjgcMKANdUAAFOKIkMRDe23DjZANQFl4ktR3GsEfny910Jv743EqxJYnAoDjLPXcH58qSjGlWmvbe4bMg96sBwI002F6as0FBqiUNOWUEDFCQ0lAqxJmd1IAdyAUyXlaSm01iTARkTONlKU2ZcZW6+hBxKqh5inlnObHp+vWu0xsWJn5fNpy4gA8XStLCifmpe34/HJlVo5OEDklIjocltubAwLve0SULDxNcukdzSehKWeEVIQIjBjH0CyZUUQmQpnzNMbYRztdL+thXpcM4EUyDU4xCecAiD9QWzAs0AMAA4lIEokQMTO8xpQAwjUicpoIWHJKKX/64fPpdLm5e+uOo+npdFoPR1ObpinlKUlilHVZrpfLdtk9oizT0+PTPC3hnpKICKVcprm2XXKaDkdJBQDMFAAAOU0H4lfSKEWgiACECCNSOICkNK9I7KoB/ppnMTWCV+cpIxIjghuYegRKQoDtfIpwljTUifNrp4vTRCJIlMqEgNfLybyH++fn8wg6X/SytXWd17lIIkdU9THCjcw8Ipr6AHiNsqt2jx7o6uoYzAExhg+DcAdVcEckMgeImEom5NZNA7o6BeoYXTUC0JLg4iaMAgGAqAHbXs1ir2Pr3ZC3vSO5hg8Pkhg6GEmYIQiBAyiADCEYUHCYE3NrY9tHAAkKGRxSLpQECCNsqA697EODGImRPCDlMvowgN9+++Pp8fyP/vRnt29mlrYcdI92qfrLX/3khx8+//53nyFwr7t6nLauQa6Rgv/5P/sn63pkC4L+1dvbvcXjjxeH/fZd/uG78+lzm2X+//w/f1Po9pc/+2lv+W9//XKp7W//y2/m9RZL2ftlLvrwcS8r/rf/3b/51Z/+yW7T3/yXh1EdA8khzEPBBl23MXq4oTD1rQowC0ni06UZoBpMPB+mWXWY+rbtYx/t2gAAxFLmMTQQZFospPbYNh2WP316IUgEMnrzMPWgu3VFCPextbakyTQ02EAyZyBV8pemsKyXiqE5EwyrAxApF0qv/qVwGrt2lWbgbq7jNcCEYRBee2WEzDznJMRLTnfLQgY3y822t6fztUe0sXNCddvq7gFhkYHvyspBD58fcxb8gz5J16Vs+5mT2LB1zkIpYcoiEZExCKGPoa6ILoHhEYjq3rtczllVDMLcwu3l+dQN9h6//vaxWXzzxdvrtgHxdbN1mteJbQzt2qruMTqMqppkzq+wUOApTy+XU9dRUqIg715YMDRA8yQRrl3NwwIBqPeh5gadGF5XGa+botNLNU2EaGq9GiMlEkauPdSQKE7PtTcA5EtT1ZyI7tbJhm/7HsitW8by9FiB/HizmP2BStNHU2siWWhCkNtDkeS7KiL7MPcIgGWSwyyHeSqSl3zAkJeXS+/DTbdrHQPcE3h8/dUhsS+8Qk8CORzMnIkiLBANACgQDIkQGINwAAQEoWMgUimFhREhJ0KCy6XO5YBIe62XbTP3aVqul9fiwKxmADTP075dmfByOq+HQ+v18eGzcFLVCKdcDsf7XodIduJpWRFijAoYLElSBkyvB9KAEElEIsJqI9wQcbhjSiwFgAjp9fNRG+HqYYCMlBDENSICkRElSckio+5MDFSIJ+YMJEDsgQDInJgIbHBo6+35up9r0+Br623UMcac597h5aqAktNsKoQc5BoeAcLJLNwAgCwcADgYg8AZQjBe95yuAN28to7uRdjBDTzlLIKH44L0umUdZkCQhl6A6giv6pdtJyqEufcBiFPid/czsQN6iAG76gB79YQzsShwU5vmOZfsEQHh4e5AnHU4eoggZxSGBKC9195Pe93aqF2HkoNft+u+j6p1Oa7/t//Lv7uc93/2L391vKWf/Hwtt/JyvQ7tz89nROpmFuiBffi295TGf/UXvywT9XH++de39yv9N//2H/crvn+bf/azL+aZX56f/+yf/0Ql72359V//QF3+6Kc/ab2fN//++1OKcR7wf/+ffn0s9G//7R93b7/9/td/9Xd/93e/e/RNfvXh/pdf3oTZlJabecoiBNT3MfYBJIFUckmJTK3vptYT+6iVAd6+vUtZAChLRo0EkTMZDkh0rvjdx60pqcV29ctWiafz80ArErBOKWWmh9PLyaEsaV7mu+MdWlQdWx/r7U3O4jgG9ed6emlbQHAWFGldzfXsYzlm195cp5IMYwAAppImU+1gW6vX2vfmbrHvo3ftwzNzG3U0sGp192ulp7MZzcSClqvRvC5C0bRxkttpEtVcirknopXT7bLmlER4nSZGuFkZw7sFE5EaS2LIOehmKolTH6gDChE61e6tuQUJ5zd36eY2LlXdsO/x1795Wu7W+zWDaUopS3GKJfHTj1dzbPuoY1dyY2MC9ti3CkYY1E2Px8JkqtpNc0mZhAkDFNDNQxVAcGC8nOu26VSKqu1b703VtHfvzeuGHsncCYjIkTEcwG1KeS0LOCIJcrDo3jUJh8IYATaEbJ6pN+umZWKZshCKgSChDm01oKeCBpEyqlIImdLoedv7PE+3h3y/UGH36EnS+RooE3GJkG0f4BRqWejmcPj8WfdGfXQAwEDTzkSEEeiBjvwa0OyqOzExInkQBDP1EWEwl1LKTAFBWN1eLuPh6dLVj3fvbu/fmMM0z8u8EMbtm5uUcUpibUxTJsLzy4uObjaO61IypySSBX0Auggz8iu0EAKJEnF2QKTCUkbbEYI4E5KPgUgsEwSpAUgKEskFASEcAsIcAgDDA4MQScP1/08eSOuKxIBIIiQZgMBdpLzmE1IqJOn17P90vsyHQ8oUEDGidzxto3dv5uqRhFNCESpTZgL32FsPd8EID3MAAIYwMwhE4KGu4R5ojmBEgOHYW58SFQHJ4KE2dE5ynIuH7h77CA4qkkqZ/4DFM9vahoBLWsbwPjwMho4Bo1vFlDZ1hQCMPkY4TWkKs9Zq2ysHiVCwMXloNdUe+nw+tzo6AACK0eioDplya3Cu6i7hJMJ99PN+lnn6f/+P/35ap+vW334o653PU8rz/N13F+sckQJIey+cJSWaywjrPm4O5Te//f0vf/L27jZ/9f7DGOPLL1YZ+q/++c++f3z88VQj+Y+frx8/Pf3u24/rmr94s/7zv3h3WJEN3xxu1tvpu0/f9qbLzDML+Pw3f/v08On0v/3zX/z5n/689woRDr4P28xkYk5oEU3NjZKkaZK6dyrSQfdru1vzfODlUKaFOTFGpIyUSIDIHcAifD0u3fx81udzvzQ9v2wYBICmRpLLnJHQL/tFxeYiOPza9Wm76NBFsghpmMYgdoZYJa+SmODqbXDkKTP6kpHQ1LxqAOWpZMSIQIDUDfMkhObd3aMptEv37lMuDCjI55ft5dI4i4Wer0acbud1XaZBptoJpVWHoEXmbRuS5i/Xt2AIyLUrIjHGqHuvXQ2hhysteSLk1ltDVRiCAN4hoKQ5lBhl4uLD+t5QjQz3K3/7fS3p5v54cNvrqO4eMpRbWXNJM3OeDkuFOihmEbA+rKHry/Ozupd5BmRTcYWSeeyDKQGSm/qoqhXJASwselcSwcR5lvmQUULdajUi9oCuHoARMaVUmDEwQs0VADJR4XTd2nAHMAuXVIaGYQTQdrG69Ygh6Q/psSQLo9StjR4vp8FS3FQmxhIc0Ks/PO9VNc/w7t2S2RGj9tZGq3UHAEJmgClLFglNT0/DQxAByc2Gqr1y24SZiFW1t+rhHuFhr3E1CH9NNeWcy5TNFEnqPs7X8bztw0JyUrNUUm37tJQ26pdffmGmqu7mtdab4/FyvoDjuqzrOqfMZZ7Xm9sw3bfz655f1XpvIkycXhnIiBgBxEICGoopqcNrq8wpkjCo+VAWAQAidFMkAOL4Q2sUEfG12RxhEYEkAOgRABAB7oHMve2m1d1SmQOpj06UOM3/8PHz4+n09t3bYaYOGjAi4vVi2+N62UwHAZgHIruHmiEZkKu/Qgt4BDihYqCgo3k4AUDEK48MACNk3zoBlmlytBH+6eEFgOepMKIpBIqHSBJztXBgAcKBXtkDfbg/X86HqXiwurgTc44gc2hjtN6RMRBa7xCRRSCoj0DMaqQQex9hacnz6L5151KCyuh43ZsHuA0H84gxlCk/PNTa6/nc/vo//eb54UrOOdP9+9XD2mbopL0jwJdf3E/Z5pJ++9vvv//08bo/ffnhbr7Nf/lfnv7yby8/ni47xtOpOvTfPb38p19/j9Kv+4aUW/U//sU/GnWf8n57G9989VYc/uk/+emn59MPT5/efVgE6Y9++Uff/vY8Bn/78Pzv/sN/+Re/+OK/+pNf9AAzA2Ci6XxtoXpcpynl0YJ5yjlr19GCZHrZzkFuIeDIFLmkYdB2LSll8Z/85Ob2ZkoMe9uNwJx0hIiI4HV75aciJSLtfVqPN4ciyZOgq1+v9fPj1hRLLsc8TZTu39zKlPamobFiuuFpwtR7T4nf3KyzUAI306EaZuDBRMyspq02N52mMuXkanUYOQ5tJ73ylJY038gkYQX97S2vKRLB3d1NYOzaa8SuULsnyb3pxx+ff/PDx32v9bqp2uFw3K7bMi+HebKhSMyUqhpzIKIjIoSbIYKQEvhxWm7LvEq+vFzcfVi7u5veHPKS8+9///h87nPO61yIcgBZgEUQe1mj6a7RULzWbsMTT+50czimlIYOD9j2DoDTlJIQArsTE0/Cmai1AYE5CXEyR48IMOSYXmPAxB6vDH0nJjekyAlnwZKFGcFdARCM+hboBbnkKQPFUN+ra9Do0XpCzknIIQJgmDmMnFKRQ9toqzAgC2KEpdSXBQHschlPT/b5aV+W9OH92tueCBkhCRJGWLhB733fxsujwRB0CAgAA3AENHcIsKFhTogUzoiSMjH5KzXELOw1xgvX7RqhELFvDYF7GzmV58fnaZqen88plzJPInJzc1Om6Xg8ppxu7w+t7QzgZsyovaaU8rLO60FH63XPKZu6h5YpqRkgOLzOGxEAAkTSZAFpmmVeQRIKufvrBfKVD6mqABhhHoaSRAoCve7EEAnpNYoKr2ktZomAP4yVkVhERyciYIHEgaA6DPBvf/f9w3lvXed1HW7dbB89FxTmcNQYgL6uBSHULCVRtaH+2syj15y/Wh02DIYaITJSeJgaALAwIu1NVS1zCgMgCsKm9lorLIWRzDGGjdqu4D5GAAigdI9mBsyB0c37CDDMKZkPYgc0NR3mTbuG5VLcwQEVbLiqelffujYbwC6ChE5oQAECmDwX7hEe8Iq3CCB4zS641Na++OLmy/eH//1/81/3qnc3h/P2NK2s3sy1TEm9fv3z9Z/+i583bW9v3tyty7Qir3taotzQf/8//qe//vXHGvY3f/9xa/g3f/s54fLLX7x/Pp3P5/3lebNeb9b5eFx6lN9+90wif/33f//xx+vl8hJwulz2f/cf/8vDk7JPCPn3T/v//Jf/8V/++R/9yS/eTxNGGAmTlK31WnckWJd1u+6AuCwzujuAkTw8X0yDJXMSSSxM+45Pz23r49PT+fHxWYiE4rhOgDS6ah8ppcN6cKUwoYlpq/rdw/nd7XogScwWNkkJK9XZkO7nZUHR1i9buwx/Gu069Hy6JkrHXNjdbUiChJCZ5pIIjZGSZEJA9LvjMqr1Po6385JLOJYpl4VLYiT68fnp1KqajQHv3t2vM91M+bRdrn0gsDkkzCuWY8o3y+E2z5fzVnu7Xw+FRXsvuZwu19vjcUoSZt21h02F9rqnMh+4LFTcIWdZppzCvjgsB4MVZRZZ52zuOfMy5dZruZGvvlq//vLWrCNS22VNb/fz5tSHa90tUykcI1odIwK6+rqu6zLXWls3Tr4eUqvNAltTclhSXsqBQrRH764B3bzXbqpuSgAlZ0ZkpnUpjIFgUwL3dt5OFu7diIAIVUfXmoSy4L5dX8stAIEooYTAavx83sxwDGtDg6RMNwyo2sbYA/jpdCXksdub+dBH2/c+l4lY6pafnl14upmnOYkEFKGIxkwiGULOF7+cTCD9IYYORoQppz9sk8IhgogSMwWYmwEiEQAxMQKER+tjPRzefXg3zeXDF+/XZTrO0zJNIuVyqS+nrUzr6XSdl7V3vb25ub+7ubs7Hm8WosiJRt9735lwXQ9lPpib6ViXg3CWlMwUAiKCCIkiMBAB4pW7Mrsis3AqXAoS+RhmioSvvFdEdDN3AwDmBMiva62ACHdmRni9/8IAIGJAUjX+w760lLISZRRxJJEkBIH0eNnzdDifrsflEB7urzr6XDIJE1P0sZWMKZG6OsRQP5+bjmCgxJASRrgZhpErhCEEuQOCjGGqBo7ACOBTkoSMr2RM5NZ0H+rEGrhXpWB8TfgrQWSAFBowYAQMszDuyhwmgUzZDUa33pWZIqK2OsYQERCsocNNkgzVruomYdR7bzWGugfUFiULsTmGW8x5iqC9qgO2VueUr886FfjH/+irkqfa+roub97cIHJrdv/++O7Lksr87XcvH75598XXd+mQfv/j0+cfz2zjz37x5v44HW/m3uPTx+3aW7ftH//qfpXLN1+Vb765kTLef7hTv3z11e3T5/23v3n++MPTl18faxtC9RffHJcZlvUnf/sfH7F3phic6tx/N/Zf//qv/3f/5J98eHf//sub1q5AWOZjd2yjIerQUfc6T1IKAvoYNBpnxj60DY/wm3XJnMgxUTk/VRtAgJnoOKXb28OyLIyiDvd3tyXnvTqh8GERtHg4XyHJ8bBMiRE5IED95dwuQzVG25w1m9twuIY/R/3+5bmarct62bZrN2IozGhw7bYNVfNZJs6TkHz99o4j9mYJbRKq1oCQBK6jA0Ud1o3O+7hso/e+1XHaRlAaph64ZPber1v/fL7Oy7rwMizWlCj8uquh5ilJyULENHu1b26OWVAIhUKE52k1G+HBOjKytvrm5lBoCuP7eV6ZHq87sn1xP1+2y+H+eJiwzDIVQsI1S8KpX3ldppSw7xYYILHV0UFb66o+LbMbdYcpC7m2CqoeAAFSJBW0JRE6qGJtrmGcWDANhVrNxxDSTJGD3qyHg6TCCG7mzWN0jdO+1THMwAJLkWMR6N6bmyMA24CXl+EOx3kGY9PIiUEESFofwEbiTRWBwKMNH5084LJVQGluGg4ETf355fL+3d3NYb6/vb053Mx5Ch/LnBGmh8+jd9ZoQAbgYMHIFIEQga42PDTAgSUIA4bH6MMQyEwjjADgdYl32c57G+bbXtelIMUwuNQagE9P55znMhU3LSTrsoiwoExzUes2GiHleUIWSZOqSsqUEgoivU59A+l1JMoUSMARbt4BXi3gSJLDDAD/cNHMEkQAKRyIwoaiMyADICEFBiICsPsrQyssjFNxTJwyEXoYMwMScELKzIk4B9C2nx6ezp9Pl1wIPbJIzsnC9+YvW6cEwgMHhEEfVRgj3N2nLACvf5am1ocB84TuCA5hQKzqAGGuow8I9mBEHsiPe1f3xNz7oMgQ1MY476YGdTQoCUgcIZBMDVyFRsp43dswcRU0Yw6PCA8mJkBBBPNlykLABFPhxIChjjaGuiMgpUwiNDqeziOQOEG3QR4HKQtlRAQKCN+b783nNBWiMh0k3dhwxHh3/+awvv6OBjtd95d3H9L7Nzfff3r+z3/zW07jJz9dvvnl+wH4l//xd2j6F//4aw9c1pKB6ml/czv963/1T999uIGhf/4nX3z91fzm/fT5oUvIn/z8zT//8198/e7Dtl9vj4WtX0/m+eb/+v/49/f3+fYe3315QymINYr+3fc/1PPjf/1v/klZCJ1icGuvX1UOoJQEEUf33lWEHWK/DjB062AIQfsYr+iSumvOC/Okr/RNheO85JRZ8jB4vlxTmYkStWoC+e54Q1R6b65jLoWROWHOVPurdDI0MDSOPBFgNzNGZfxUNU0pE1xrbRbkxEY9QsPxlevxylYGK0IJEVkyeRFPedr39lKvLvT+7naSrMMuZwOcTtdrCU4eSJEYbw4LogHpdQxjdgQkOvfmFG9ubw4pz1k4fJ7S48unJADdz097IsCIx/PLqW3qUUcfqsySUir5tWBKK8tNmm5TSdq/uD3sL+enx/Ph5k1rGkE6xhitdd1rgDMAOOLeqSsjyhjYhoHHaGOepMg4HubTeajzUDfwwEilBIKbEuKc5DbhhOE+dm0sgsycJGfubqd2deweGkQ5pXVZIszQzMUcNXwo7WMbvgeiG4RR716HNjMg6qMRRhZOhEvJRF69Nh/zuhKTuqUkt+uKjp9PaiEAWHurteeUCXmYn/edMT+fr5+fz2OH/dKfnq/X3faLYRAhh7EbgxMAuJkEZmKKYAAMIEQ1jyBCAQB3ZWZhcR0YDhHm5gCXbX94eu5qTy9nM3h+en58fALE+7dvU0oIcPfmPs1luTmo6eFwYERtXVJCljQvSJRSYmZkJhEzAyQkplxcUrAQSyA70tDhGCIpkJAFkXR0txGIQYRIgBhhNoaNhugRCugRQcgISMSIAQhEr+MCFkmIlFJ+JSsEIBFzSq/j2vCY5vV3Hz+da0UkdTc3eh35qApimeZr1WoexCnltRQGAodwIGKIAFdEiAA3hGD3cADEIAYiQEJwFERmhRE2sCl2g6GmgN3xVWhGjggcANtWVYNQRu/qDkgsRBRm7h5EzCwAohpt1AAQKiTlsrd9WO2m5pI5MAA8PHSYql+3fj5tFqCIzJyQJXDJCczR7RWhfqn9cq0JBd0QHDF50H/4y7/6+PmBmEsmRv/Vn/4kAr784nZa2nID58tTKH737ae7+/Ryefnrv/4703G56uE+nU+ntUxfvnmbJSdefv33D/+n//N//7LtvY2bkv/Fn33dbfy7f/ft//A//M3W9B++3U6n68N3559/ffvzn9z/xZ/98a//81br2K/1n/xv3sb86d3dfFPkl18fxpz+l7/9q1vAj39/QcpzIVRlgMwpUxIRAOxtqEbvTpLGGKZDKALN0c08l5xSqrXX1mrv7oEG4gBqDJKxTFwg5PR8RTdhJgaq9dw0SiY3EyELBxsQKIKI0PvIZUYh6EHu3RwFwi0i1aFzyQLCwra7enQmTkxmHYEIFf3c6zbGIa1moKbrXE5bC0ph1QmPa2mn3cB+9/HHL7+6X+cSjShNV90L8946QuSSca97bei2LqVg5MS9tSUXg0hBFJrmLETnl0uajrzMWltOZDp671MpU0qmIzBa73vd1yIEGTE+HI97PReGo6TPDy/WYFQPi+O61K0OgzJPiRCJarTa47DO+2UTLgzCENahlPT+zSElqp/dDYAIMQDC3QNwnksgDtU3ax7arcjnlwuCq2ERDtVwau4yRW9KwhAhSB0cCdETcmgoqAUM94CIQEdKKAYBEDiCRmAiDABwhACI6B2amjBnWVpXoChJrq0NDynMbPMsowYCuJoghWMwt96GjikfHcN9uHHo68LazQNfhUIRiclVIeD1djwcIgKJkBgBIBQIgcjdgTDQhvZx8X2vHvbuzb0CmtO297vbWXKZ5mXfa91bSmk5HmDDT99/X0o+LFPb95vjodaKlIiEiD1GACKTupVckIkkoxTkBJgAU7zGnf1qOhCQJbukFGZmSZgksxQIBkREcO0M5K4M8voWAF83SRFhEIBIROQRRBIRhAgRAYj/v5cBoKvqUJLp++fLCLER7vjw8EKIQgSAqhCOuZRh3SG1rbGU8HB0ZnKNoYMZQN0CAIIp2uiUGGwUYTWHIEQ0M87oAcTwutRiokToQ6ckqDasY2EmrrUFEOIrQBEduKTU+yksuYkCbHvXUAaIQPfXL20KSn0EeWCCMTQCkRmMXrkLFjT6EO5Tnkou6s2RKWPrw3yIyFDXAVvr7nSYpg5Itc2Zlvn47fenf/jh45/9yTtH++Hh4fx8+tUf//S8w3C+dm0jPbzo+M33c5EPX7w5nftxLcusP35qb+758rx31dNp/+onHz49PcxIujx+8advzuPu46ffrlP5F//qw7c/tIjz6fPpX//Tf5bTD7KmwJuvv9KffnX4u//83acf5XL1tPSvf7r+9Odf/+Vf/fbzj+effvPj+3e3v/vhoTBBIAQTiPpAwNGVSdwGAv4hz4FoFkEhOemuRCQombyUTCkEMQEuUz5v11SWRDiVxCWHKYZTFmC0nOJ4mHOZu2qEMUMRFvCpyDLN6L716+AwhiIpsSTJQpAhavdBgmAYQ3msb+a1kHjn8L01BNatj+YIRIwRsIdUJx2tDTtIZg8wu8mFbUzCHHqci4NhwMpTAF6qbh32ZjOziEQgQXr35hYhUHjTcWndAPe6M+M857v7QmiXbRvu7453M2Bi+fLN25nTq8L6unfOsi7TNMu0ZqY4Ho4Q+PbmtjX9/HBOlBJSmO11dEcEm5nYrCTWaIR4nOYU6bhM6zw/PV/2PtbD8vnzJ4QYY/OhjJiZ61Zb7WaG4WFOyLOUVfLNNB2mKcxD/ThPWcQMHRkoa4SphQU4ugWBgrn2aGO0wa1Td/XXAjmCxUA0FKr6Wq8EBwpAEc4ECPD0/KQ6etW96Xmvw2OoL7kkZGExN8DIme4PxzUtQLhM6d3NzCkQARxjQDgiWPggcEILNARwcwdAAI/oOjAACQLpdbvOTKYRQYqBjBq+977tvXZb1jcB4oHMmUgCcYT30XvthPjm/TskGr3tl0tiEuH1Zn3z9k1mEZL9sofZ6J2FU87EgkQsiVJGYg4mYCABFOZEAb3+rzz9V5OuWXbfiS2z3WNel+bk8eW6qtoABBogCWBIgkaaCIViruYjKPSxdKfQtSYYwZiJoEYTGlIkAMI0uruqq7t8HZeZJ81rn+fZbi1dvKd1nxf5ZmTu3Hut///3m4iY2JZyBOkAIBI7JMfGAwKiqFTG4w6DiMzRNQvKR/ECIgIgoWVyeJzMktHj1gtJVJFZj5u0KqXS1y9eJ8GcNBUsBZjIsCrAZjcJYGiscZhi3W8PKU8VqhKgIUJBAEVOpcaaBFKVyAyqUEWqVBEEJVFJpeaCQNUGUtQp1SmKMeQ9TTVucoxSFUShIh0vxaSipdQiCojO+eOfTykqAqWWcjSJIwlATNkagwBMrAKpKKBFtIgsIorCxnBoQLlFC6Axi1Rk5FygVjj+a3WEs6YJ1kquKRVPtmV79Xr/13/17eXV4fPPL9/eHv7hH18NE9zdXz99ev7q9TUB9o3Hqrdv9k7l7Lz/ze9+OF/aeeNmi/bTnz3ulnbRhfcfnLmKD/rFew/mP3rvURNOP//qZpzin//82cX5/PJyv1jaP/rZe6erHGb4t7/c/M//8Xfff//yxVev/8f/8Z/Fzea9i8XZ6Wya/P/yH78dNtV27V999qJAscbkUsm4UjjGqqDWWsPOWg9CBqlvG+9DKpoSlAxMTIgp51qrt16q5KIpaWhmSUCJVVGAEQkV+64ja8gjFRGi0LftsmkWbd8byxUttQAYUy6VVv2CkZgAWLJKkaqAMx8YsOCRi4RsmagM8dCHtmTJBMEZFiJyFn1jjJFaas0xpikFY6aYwPrWmRRLE5qTk7OLk4UDVwt2jTEkfdPi8QIhYI1fdd0QU+OsBYpjGQ7jIeUKtSJsx13Xd8HA7WZ9P6amDSS5IwrGvf/orGNKUzrrZ85SE5z3Ztb2ZdIxVyVkw+MYiRgy1AmdCVTVANVSfdNWSYDKzCHYi0V/0jV9ExbOkomhhVRKITMNcZpqPAAjGktESoC5RGRiYgBjnQGEbUyIkNPkvHNMwbFzvOx9riMbs1tDLCZlcN4SGybDDEiqoMeAKasBMTlXBQBUAC1V63FTTiTCuQIbaVsyLApgPTMrckWMoKkCArFj88B3nswwwDDAlGrwLhUYiwzjoISVwXpryM3aVYwiQAhgmBArCkoVkUoAVWrBqqiggKiCmrWo5CMW5XjJYzJH5oCIECAglpLyNI3DlCQrChSAJMY4Re1m/Xy1JEOEMOvbrgvOu5Ozc9M0zKB1khKn3RpEBMnaxhCRc8D+yO0WREA4plOVDDtX4ohkFBRqyikjGzVGDSMZYnMkeYkISIVakVjR6TF0QAhkCBnBgBpABARQhWOJAI1WPYoQtRRQYLbe2yGVF9dX7JCN01qMYTYWGZFKlRTLVFGIQhXOFUEsVM5FC7KyFWUmg8ZUEQDY7McYcymlFlVV49kYJcqpypAmY5CUquRY65hrTkmBsjLxEc5dm9Y5z6JZMSuXgrXWFCOlyYKq8RWwKJB3rgmuik4lJxQBrbnEmHKpR0+UVJRCtZKqQUVP2BgbkGeeERJgSXmqOalqKhhLrkSEJpBl1TFprCWJVlFv3aPzZ9s1v7nRv/n7awIed6ntmu0h7Qd1PgjnoaQQ3MMnZ19+fflo2T952N9t9OY2fvXlS+/S++8t339+0s6a3f363/6Lnz384OF/+83Lv/7rL0Tger2/vd270H729eub/d3r69eOuhcvIB7qwyfN5fVOJv6Lf/mTpj/7+tfb9StscTHvFs71wyRS1BMGa421CtB414Wmde1yvvQ+9P3iSAcJ3jpyje21SEojH8kaUq31cYI8FhDMRcEY4wORccaCcq0VAEIIlGuOOSkgEzuUxmKwyJDn3ngygTwWJdEGXee8FTFoUZiEzk9OPCOqoqozzlS2akREVVfzRcnJGVatU8kxR8/csnMoBHVKSQAZAUBAIWvdjodaJeYEVYtmbm3Suo97Juick1oack9PTmYkyz4ER+OQ2VgPUCdIh4pAgnWqcUy5VlCFi9MTbwBrXHb+0dnyMGwQ4aTrGeA4N+tCcAANcSD0jFLSNOXGtdOYkFwXuhwjEqhkzLod677UwzR01lNNqNnbSoxDPIwxrod6td4JkYoYNnocEAPEacpaDKLUWqTmokAUgq8pSSySpGTYjZOz1BPVFJnAMyDXQzyISmscVFQBNhyCQyJRAMAsUAUIWCsheFRfsoKiZUsIzpIPTlVzzk3jAAs5kzIpcNdzSwVL6puAos54UJ6iboeUUt3thrv1YbtPw1hyLcOUxlEAjpiEKiJZCjIqACCIVJECqopQQVWVgagC/r6PDAgiWkstpZZSFIDwyLSU9W6/H8aUI5AygpS82WyMddbakkotcvbgQTuf2aYhY7uus55FChHXXBAQEIlNKRXZIh9PcH+EzyIisQFiY3yNKQ8H0SJSQY6gZo9s39l7gBXQeAsMFfKRgYXIR5kPgIroMYOFRFKrgjKzIimIaqm1EloiS2wUaYj5s+9e3B+yUWgaA8ZW4SkqQJBqayEiy4ZEk3Xsg2vagKQqtZZSqsZSY0qlVAMYgiGmUiTnUqsqghKIgQKKyM56YjNMMXgvpZQsWXTKFdFq1SoCwAjEZFWrYmXDCJpTyqVWPT4zGJgnKEBIQHkqUMEQekdMlqDJKQuIApUqpGSsY+9jqammqiVJ3caYVcGYAnqEbGQgAUPqk7J19MmPFhwSoJ3ilLI431Yx29vkwC/6mQg0rgvBHYat1MhN2ZeDso1VX17exaJF05jjD5ebt3f7zfbOhwJ0UNw9PDNPL/oi06vb+Pe/ee19iAJffPe29YuxwIsf9t+/uF/M2vur069/fXN5OSi0XQdvXt4slw9202gbKLybn2LTZdVCbAn5uIwhQmspBCeowTtryFm3mC+tdbUIKjvTzvpVG/o01N1uAGUAGqeDNUokKU273W4aJzxSd1WZkdimVLQAtcE3wY2HAUCD9857b83Fyap1DAKqgCpGOW0iqm1sK5NydVQNV/IIDlSLeOs72wS2ltGSskhjjWoB0IaNs3wocSeFEEDE+mBs21nXGUiHWFW9dZhFBFbzEyy4W08pwTiMOU+IxXfcBXc6n310cTrt96zFIFgOM++0VtGcVb+/2r64T2qY2e9zJbaS0knXL5oQSDvPuUyttY2zYxw3+00sKVirpVrEk9msc84Qt9Z640vFWthxwwp98H1ocsrb/TCW6mcBmIfqSjVHzLAFVeCc1TmHpACQc6m1Omsfnp021k5xyjU77y2ZKSYFsM5FqUWVnMsC89CzcBYkImOOdfcqKrUWKYLAlo11BgwRMxFXxSKgSoxGK5Sslr33wTKjQi0ZpBpjUSnnMkwToGHkWqKh1DlIeRLJ895JnSxL0zCwgBHjmJmdDTXjlGS9PqAiSM0151oAQH8fcY8pHZEuqpWZEAlFGZjJqB4Hl3Lk+asiIlkflLCUmlMVRCKbY821ggG2ZrNeExJbU0WnKTIzsmHfnjy4EERRbdqWmUuOKSWpSsdDEBjZKRGRRTREBpABGJEBmMijaB73KllEjSEFATL87otJFBAIjQfjiZ2CIhyvq6JaAQCJRYGYj1ZDURVgAEI8DtWFiZE4xqhSRfGbH14KGqhiWI0LhykfpgmAFEwumLMYJmfZGC5VhymSYWsMiOZa353jgEzaNc55R8SIhExZirIIqg3BWQ8VSlZjGxU6or5LVUDL7CuAAMSUDocDKhj2tbJWi2oNWwABAiSjlUTkWPmpmo0HQlsjpyi1gnWe2aJSSkkqAJkqst5uYqlDjFMci8L9YdgfpimVlGWa0pHrUjKQcszp5d2bk0ezv/wXn570nmwVLoJ1GA/Bdtu7DNBdvt2+uFx//d1myBZYXKfkeBwGFKvVee9zkau79Ntv1zd3Q+cN4FRkvzptTpbyb/7tp/uU/uEfv5zGbS1TI/Dxk9NCuM/VQMhDedj1u/v48fuLf/7Pnn75ixf//M/+8O9+e/tX//kf//wPTv783370Yvfq28svVw/Z9rAfp5iL8w0gE7Jlk3IxxgKot67rOhEIxoMik1ElY8zJ8nTeLYz1AmCcsz444ww761sFIkCD0AZrGHNKKSY5NuJbYzTnJngiGosmAVUySpvNhpydak46LZfhZN7GEgXKrCPPlUFASzA87/rgPIo23s+65rRv+2CdMXzEDZW8bLtZ065mi7iPVTCX46YR5j4sgps1nbduFhqHpm06T+bJ6sxVerhaPj1bnba9B1nNw8zz3d3d+Wret20fnKMqYoJvus4+Wi5MzW2w1uDceyeEQvvtEELXuc6j7Vy4WC6Cc1oqkSqUKachxlQlZo2pBuOX/bzzPiA6AEKOSdtm5tg5tmjgwapdtW0puN+lkotxzrCmVHOi3lqrxRYIbIZpqiIs6I1jJhY9a2aKWkRI1RKhwnZ32A8xx+QUAsIiuIvFfEj7xHVKI1vjvDPsGbiCsHWEXEsdhrGKwBGeD1KlFClFMnNFqIhayzGvUQ27nCsgELo4VRWDQF1jQKa2cYvV7Oz8/GTZM1QQtGS0VEIoimy8Qd+YBgVqMlKYkQAVCIiJjhtsVUZgxuPehOnIGgACAkDBY+4UUQFFVMAYA4p6LCSUmlImIkJtXGA01rhxGq+urufzRdv2KgqiqpBKdaGzbed8aJq26+bOuZxGJjXMKSVVZesQmcgA8ZEAAHC8liICkXFsTBy2EidCeGdYNQxoEQwgKQgAEjm2nXM9on2nY9R3n4DZMBlEBmIkeldZIAI8BlEhl1RLYgQtuQm+cZYUKpaUDgiYpSJB0zrnuBQpSaYxErEKOdenDIa9NR4BRItqJUFCAtRShZCZuUoSLblmJmAFb633Dt9lM1zJYIhFhY1FpGGYKkLWcvSEG4NIIAKIABpFclUtWo8PRMfUki0JqlhrG0Esko+Ft1KmEDpDvrGBiLLIlIaSo1Yw7A1ZUahAImCQARAUGckqBbaAspy5Dz/+4NXL9ccfXPQPAs1DRkk5a66Gbcnud19cArpE9ZurzV/9txfDYMdxcCY+e9I9f/xQC7XO5ER3a7rfQMmIVR1y3/avLze73WGfymdfXs27/l/9048/eO8h5umPfvr4t9+9yuv9T3/WEtrnz5/152A7ePPm8t/8uz/4D//rV//pbz7//uXV1e16Gg9PH5xP9/t5QO8R0YxDdN4jEAghOhFCNADYNEFFVKTvZt7448+zlgyis66fL+bGmVjrfoib7XTYl/u7/f4w1pyhTpZ13rfeHd2+YJCo6bvOOcvCOeWUH6zOg58H3zU+GMXWkAUqWtiigWocdn3zbDlbBN7HMZUyjGMSMY52cfC+WVi/2+7JskF2xj6a9dM4CAISOmN2KcWiwYRAojLN2y60NI5xSmU7xpn3jokE52FmFFrfTCm92GzGaoYp3az3+2kypK0PnvVufXsYkrM0b5oPHzz70cPzx/M2IFlrIU25TGw5FZhyPZ13q6Ydx5rRGCTDNmdo21kTfHAt2zZLAoEuhN57h2iAhjGlmDrret9uD2Ni/fDiwUkIkqsg7cft6Wo1M67mLLVapN4YqTWSsYZba6xIMAYIjGVvrbdWEaKWtgnBsWEzD83psklpNMZ5L/O5c6pTxDEBipBWRHWGvANDJWueppojAKKAxhhrkSqVSACELZAKI5SYVDhnQDTjOFUQVTDGT2OMKZFia3DYjS11Hz988unDZ6eNC85kUQVHiirAYALp++ezBkEzHsukiCCqVSshiqiiAqEQkfFIBlQBRFCQBAgUVRmddQqABLUkqFJiqaWI5imO2/WW6BhYrZv77d3dup/1xvmUyu3bW+d8Re1mPSKVImQ82yb0c+uCMS70vXOWVXOOCkVFiAyyUzjeWI9FAEBVIOLGlziU/RZFkAmByVg4LqOUUBCRkAwgs22YGzhu5hBU6zEuC2SPDS4iT2zh6Gw86mMNiSSUArWUEkPjPnz/eSBU4FSAEcgwk8dKTA4U45RzAqiOkKrWmApBVa0FxFiLSoimDw2hGxMhqLAAE5F6Z1RECUGgCcyegRigaBVSY9hWdUmK0LuwNYFV5WEcRQVJCUFUk1QFKbnmUmrJKEaKFsiatTOtMWi9cc4GHxBVRLz3iiKg0xQt29Z3FtkZUuBUmUybCrK3RaUUsI7J86RQCqvylOT7y7dffftmKGMk3ma9m6akUkoVsIYarnC+mpVq4zD9+P1nbehKnD56/73tvr76YctERVCtSVHff3BmTX99XaYIJ4v2yXun//Drt29e6dWb/dX1gKn8D//DH//Db37Y3h/ee3L+p3/+k2mKX13erA/x+nZ/ujr9xW9uv/r22ga+G+Lf/+rl7375m3/9xx/+63/+wXvPz8c8GJe6lt0RTokiUIgY1VBlZ6xhPLYTjXGiCASpjohg0Ldh5l3LaERScFaLMmDftvP5sgmhgGmcuzg79z4462IqZNg9PX/4/PSCDZ+ezG5v367XGwBy3Dg1j+arZ6fnVjSw6UJo2OU0zebt0ptGa9+GkmIchsMw/LBef393P9XatQG0AIplDp4XvYeiw2GsmpndMriGChsmpGkcV8t5IGLVxrnOBi2yH6au60ut+yHOu5kK3t6uyZimdfvtROjbrlvOl+9dLA3VKcnddk9sPdOibWKaAEvfex9cHOPdYb+PkZC64FBL1loUW9O0oZmmOMaYatZa9EgYzBLTQammqkUVCLSWYM08zA7bcbvZns+7B3MbUKAIFHq6PH+0XKoW0Pz48YPguCHSVLynxbzxBlVSqWkeQsvsEb3jm3F/kDpOY9OEKgqAKedU4eMnTz84Xc0dOIAcM2FlwqO2HgkQwVqvqrWW4xgQjlE7dmwNExtiBSLDwTdxKiI0m/W5JgFJJSNgjKltGs1aklyt19++ut4fhp988PRB71ouq97PAnuvBivlqGWCAu/yjAJUgRGYVKQQEbNjNAaoVnnXQwVCYqmiikfOQBUppQITGhYCZCI8dlJrSfHu7c2wH2MsMU591yJRKfmHFy8OhzFXtT6kWI5EVkIGY8l717bdcmGbRo013taSCKGUjMeA1e8lg8eVn4Aqoe9mADod1qr53esbmYiOPgIic0wRIFlFS+wQGJHx963YY67pWAJTROJwbIAeL/PH1m+u6QjP0QqfvP/eeT9z0BF4EDGsCuUQD2McQFVEmUKpiIi1VAWoRY8JPgJs2/bIV1UFBAq+9bY15AkNqhHBXFIuOed6dNiUXADQMHvrtUjJ+YiJIMPKJIpZJJfKSIzG29ZQUxKWpHhs97JFx4+edEJbpXpMVBy/m2CdN7BceiZOBw3sDTIjBJf+3V/+fLVwiJoLKbWlEluHxgDgpHmqGRi1yB/99GnwLuf0yQdLTVtiA74roow4TvEwpgJmfVPOl/PT5WI4jLGkpPT2fvvk6fyP//hTERM6zUkxmWWHn3zybJh4f7N/+sHqr35x+9lvbg776eyk/fCDk6dPZwbhz/70k3/y48f3t+N/+n+/se3yl7+7/v7b13/+Zx9993pz9/rtP/npKZDGARjo9s2wX+/bbvHlb7//8fPl48f5ox+fuRZCw6ulLuZALLkKGVuLWDZtaK2x3gdmY4wRUQRUUSvojGNmVLBkFvP5+cU5MI1JhHwRKVqJMVVJVaacKaXaNE1nLAHUNG53m9liPk1DrGU2m1nLztH5YkGqltgiB+eS5o+ePXk06z3Ao9Xi0empJ9OxJaVSdNF0HvXibNkbU0sxRJ5g3rZNaBmoDW6cBrTW+/aI7511rQENbElAgcnaxnMffN/2psijxepisZqGQ5G6XC1PV6tpHIFNSuPb/X1BcI4ECgoadfN+Nm8blGrILPt5cGaKAyB2TdN4qmm0zrdN0wRnLdcqhNA2vlbNFQDRWcvEFTRpPqQxaUILjbEGuAKt+vlHjx8+mPXLrt1t987Yk7bxpp355n5zv1ouznpvmQxjTpEIm65l1kUbem/nredSS6ytCyddSwSb7QGRiCDm7Mh8+vTh44WjnGMsYEABUoYqWMqxKC+5pKN6j4H70ARrgrFe6RjeGKTmKoRk2KiqSJk1YeZ9y4YUuqYrhQh8sHY9bqo1YIwIns/nC+96bx6fLR8t295zEny9rvvMBUwsRaoYIhRFRDwK7AGJuFYtpdaqqlClqOg7xF8VZgYFqfUdg5WOPBslNoiCkFHqeBjiONWS1/f3d7f3X3355XZzr7VuthsRuHn7VmrNMVdA1/UmtLbtfTc3oUVrXdNaH9ja3zO8FQDeoVjgeB6KArELLgSpJaf0Lq9aFYGASBEFCckhO2CLZFUJgPSIoVFEMqIIZICcIlc5LmLtsSZbaq4lIdSaY87ROQdID05Pnl2cUxHHfhzyONZxrOMouUgtWQWZvSqXIqLI6AS4SAEtzCigVapz1luDoM4470LwgYBT0pilFmE2R2w3KhMZPKISjbNsiQgQGBiAchFvvWGfM9aCpeYqUqtKFUIjBQ2zagE0N9cT1OawH+CIDTKUYCLGxpO1UrK0YWbZAXDb8r/6Vz/96MPlct6hulQkYxIDWVCZ94eDpnzaha51qjJz1PXti8u7xXLx0XsXs5ZZEhlNWCfN23FnvN+P03q/R2N/89uXUsEY+v7ld8tTVhe3U10u+5YYhvThs0cXZ/79R4s//PHi7nZ68d3mR8+70xP82U8e974sZvDwwewPPn7yx5989H/5v/6fYyq7fX19uc81/vqzly9e7J4+e9R3zfliqZW/erG/ivpf/vH7L7693qf04uV1150VzIuLPFvlEqtka8gaCwpCQAzsrTPGOuubplVFUESk4D2pai4g2jYNGWSrxNkaQaw5V6ypqMRcOxfOlu35CRogkxlnbZtKEaxt2/ngbq9uvPHOorJFJEPYNGEcJm8MCII14zSeLubEnGplItvPem93qZLxaPy8lX1O8+DHnGPW81UXc2JqbKBdHNtuqVXZ2Col5eSckZysMaCYc+37NrCiEnofx61iHdPQeb85DE8enlDVlnsGvKZ7haRZXNPlKXUNoyJyF8eSx9SfLhvjWAphKiozEzrvUk4GABCdc8M09W1XcvWtVbVjTM5bUt7nXWNZrBfnU9yo2GmKTIzG5lQJJDhfRc2s2xz2w2GctydM9Wr31liz6O00JEajSJvDlARm3sysMzQUgqnkYAIr+MY6Ymv9bhjmc59TzFhB8pOz1WZ/RSaMdUASYqu1SqlIVrRILbmQqqrIrPU15zHXsealDwYwV6kCx40zW2JQy+7R2cPdsBtyjlUqurv7YRlYGO5uDz/+4KnTIhN0jx++uhniOKyM4X52F/X+blAAS4rIqhWOfgJFBlaFWgswk2VQQAA6dhuI2BAqEjMROWO1VBRQEWZTSlUpZBG0IFbrGmPIMXpDREBIxvD9zdvh/v7pBx/cvk2H9Wa1WOZQ52dnWcCGXkqx1gOWmjOxJQtAlun4nofjqff7SBiqKikaDqWAMa7mClXYsIq+m88SoTIBI7GAIDEebTSAqvJ7Y5gDcEgESkd0FiCIFNXCIDlNKBkko75z3hRBa5BtkQpElPJoyBrjJCYEJiRRNcaVJLUAEokKQjGMJReyTrXWWplJQWvNVZAZQVHJxRJBjVQoKGys926MewBkQgB2htjAlCMTA2rRXHNFYJFaERhryglEG++RmNmQVotAJKxtzQZlfPRo+frqfswKiI6bUiQOZbVcjSOOo2DRi4cnag6mKc/fv3jxcjdOearJJKRKcUzBGG8caxgqrof81XeXn/70g7/+h8//4//26yFHxx0BDNXEuB9zBMpQa2h52OXGDX/y8yebTUyBd3D4x1/+7r2njy3Cdj3Z1nYn3S8/f3n6sHz88Vkc6l/9p2/6Fhcz5zxcvvrhD//JH5SzbJy734/rMf1///e//e7VGzPB/PmKFvDqHj1NL96sh2n01Dz7oH+72ZQCvvdt03Ytzh6dv3pzpVs+Wc0uHtobqeu7mrMKVGBnCQxiKkqOimRVtdZaMlVBarnfrvu+NyeLYRju73csVnNqvAnIjfOtJyYzJfG+Ol/Pu1NjmMuYsG8N4FRh1i7SWB5ePDIqUmE9Je8tgqLiPPha03pMATCzSoWZC/tp8i4AELs6pZpTPdR4sex1swGoUPI01rqgZTPXUIYIFYEok2rXLW4OuwpaSkXEji0oN8FIShOLIXxzfQVsWmvEmdYERthP06nvUoxd1zw6WyTNbza7EFLjOlJzGPfKSGjOTs6B3sGQaylaYZqiMXa+nKVxrFJjzClVwoKE6/2BiY0lADRkQmAOwRYRwvbk6Wa3FjYSJ4k2hsCQDLAltDbYmZQpj4L7IRKEFKe2dYtZB8oZNKa63ew1tJqkbTuJozOsVRbdouZxSuMwTkx2N8aZNeOYemcssXdmqtWpUUAEFdUsapCADAVMOSISsLGAT0/nb+6HTSoq1RuLBYUwSkFrAESVhlhu9puTxrRde4g79DLtxc6tiYlUtuvtrG0gQ4wpGN3u8tnDB6Vuv75aawF73AcpMrKIHtOtYKjU4phUxaABLiJSBD07FgRmqJmMZbJEJCQECBWyTNYaRSVVx4bRSBV2ZT4LwbNBGIfNeLi/eXt7fnayP/wyx/T08aPLVy9W549cCAGOWQNHvmEDMg0IxHpUJCCQAtFR1KrvJhV4ZBIisVAlUARMKYYQAI8fRUkqAgEzIBIyACIywHGljkdXGgCjChEDHBMagoRSK0gtOdaSCcS6UGKCmgyT77p50yLolHKwTkGRmRiQoPENIueY1COSVS2qRUWOAgWpSpaRm3FKbN89FAigqhrvASnVkrSwAtRaqwIby75oLUUAigIwE8ZKhFXAWo61iEBwTglqHXOMnq0jrghICvXYg1BEQ8gC5u7tEMxcalIqiCDqLt9uRrk3ZtbRbN7Od8P93X6PWB49XnT9fJffpjiNUWa+e3B6lsYJUNcxRShi8tevrv67j09u1+VuM6Lkj56E+cP561fDRz969ovPPg+2Rbn/+Z/85G//2xfvXcwR6zCARz9/0M/nuOzMfL66XXeHad117smjCza3QyyvL+vFo4s3P1x1vT58cJZLvN/t/uGXb354dfezP3jvs89/SCI5JSr6/HH3u0u5ermFUta7tbXYdYo/HBZnpun4+ubeXrj9TX76F6370cX6Nt1drc0yqJgHF+001fU6SnUIuGxpyDjmBFa5FAZOFaaYmanx3lnrvM1FrCtx2J8/aB4+mlmCcSez1nFLsttDrVD47m0xmnI3a0uuoevzYWOtpabb7tc1lz60x2BWTDKbuSqwXtfeNQTYhcZirVUb61sfDOFuKif9bJpi45hy7V0jiMaEItv1+s4sFl2wfXBDTECucdYIPD6/KHXarA+FnSC44J3FNEzMDCUH5CwUbDg9XVjRt3e5ZTvuD7VKP+tn7ayz22dnp0ZRoYpiQCqIBQFJEMWSJYb9MIrWvu0636MW1GPEnYpSEjSgpYyI5BxaY/TYnS9ytjq9ubuNY2pd0ziRYJ0NOZema70BmuDten9y1j975K7uDtNYCaixYR6CVxzSuBunztnF6bKWMh7WTWvm/awoXV+/JXNqyPpAtYTtUC0YQsq5FLYxizGwCiFl3o1JQYyBGAuZAMgFtWo1hAb5EEfDs4b5QLmqTCUBqggKgLE0jgOQAdIxbruz89a5G4WKKOgu39y1M+LG3o/85nqz7Ow0jMi+6fx6vx4ipRFBWWqtJTlnDBoVrYJMpkolVFAiQKnFIBKaiqgKpVYFdMbKUbYqQIBV35VPUZXJznvvjbaBWm+Wi1kXDIPUnEsc7+7uiOzd7W3jjIrceBZK7WKZUoz38eTsXIEEgNS5wKUMZczWeuJ3hFYAQTzCGI8WQjySCZ3zmiIS1ZpKmby2KpnIHB96x2LrcdKqCgiAgKBHvbqCCEIFYBAAMMcSLDPXqgBKCHmKYEypxRiqgilNs/kMKhvrAMgSHpO/hHZKhUgBUfNklIPzgNCGPpVpivu26ZC0VrFMKEpgEQ2jMoFUISYEFKlFCqg1hFXUWgcFVYuxppZcSzHGKYAxRmstVYjYAMLx9osOlSxb1HKE46Qcp5StISayzk05I4qz5Dg0PihQqjFOh026PeD40ZPnh6S3N4e/+btfPHj4vNI6a1asKcZJuDPVO1uB14fXi+V8jLlb9D98//3ZKux2w+ly/uTRap8PqezLtHl82r+6PCzm7a8/+24/1Ku74XK9p2r+5Oc/+v7N5rtv1k8uFGy+flsVa9zvv/72yz/6p4/+8Yu393f28u3VB08X5yezu7d7av1//W9fbPbp8u365n5AMIato9aFzfKshRels+qaLtaJPddx+vjpJ/t6H9thcdJ/+/LNhydPr1+99vNufx8fPQoPTvt7F/ul//qbm+cfLsedrjc5ZmyYuhW3y+7mdTlZPbg/DK9eX8cE82amWrSS5+b5U9s0/e3d/c3V7bztiIttpucfPf7tF3V373xjjJmoSkWkLBJzdbbVUt68ehljrRSArTW2C8FYwwCaijduNgveW0Aky0o61RwlZokE0Fh7Mp+1jXPOND6gaN+6eWPOTxdImksSyd7SzM8XTQ+5pKmSYudNIK1lHNNUldq2dcb1vnuwWpwuwunJYuln54uzpw8uPJvZrJst5rvDJGCYfedD5x0CxJKRiIiASECtdSlHMmAMKFRiRFEGstZY65mZDcUUY0yiYo2x1qcqu3EC4mGMFWixWFhDINJ7x8SGj/RVaNtu3nddEzabvXHmwSqcLtqZt/O2ncaUSnbGzLo2WBcs9y0bR9vdFqqezmZPLh7UkonMqp83rN6zEQAVYkWLU4qdM09OTh6tVt4yE1rSYAgBaxXJ4ExARWOBmXfbqfW2M4SiuRSRgkQ1KwN2jbOmLHp31nV1ymkaZ20/d/MASMrBOqR8mPboeFtqs5yBqmdEDN+9uJeMqscf5BHY+y6WJKqpFEQCBWKuqKJIZAyzirA1xGSOh4EeN16KRMg865pVH1ado5o8y2rml7OwmDXnJ4uLswVj0RJnTas5Nc42oUGVw26zub+/vXozbO7TYZeGg9Rcc1FRRcuhQ7ZSyrEqrwIiVVQAVPUIvAUAUFAEOmYtQDSPUy1ZSkKtx/kqEhOzHAeuCIrHWhbIu7MWRWqtUTSrVJEsklRSLbHEibRgLdN+z4QCkFI01sxmM0/OoClFiJxWBIHggnfh+O9HRaeURKSWggo5lVxq44Jno6BITGwJDZOBd9hUQBXHJjhPSER07AEjkCVryNRSmY45BYeEhsixRQEEQkQUJUWLlthNUgvoGJMUNWRzrrlIKQJIzBYBrGFLprOuD03vVzO/aGyzvr9bj/fiK7F9dHb28Lz5o5+/N44lRylJlHAsA4f87L2lZ1n4GSupxjhs/tU/f37WUWvr68vdF5/d9/1ss7v99JPH8w65Nvu32bMX9ePgd5u6POmvrjegdhzG5bLtOmwc9R4/+fFyf5C7O9jc333ybNU2zWdfHT77zQ8+kKPZg/n86YMH02DiSJttVJHHD85/8csfiMe/+Gcfd4E++dF5ylmroG4++uhke5tAfUx4t522+ymn/ekJLuaN1Ep2+uzLL7958/rlm9vDflo9sIM9wAO5nvbru6vWmpc/vCrD9pMPHz96uESuFWoFIQs5rT/+sfvDP1k+/WDhetMv0HTmsBtaP5sOo8X07PHCxJonKa0Ph/tN07WserJcHGIupTC1837GTD5YiWyagDxNaZCskoTYeMN92wloFUEia+x6t7OtqyKBffCMVOatfXt72/czQclSfWi0AFbZH/ZZbdvb2Wxhh2EU2W0PwXWpHBwZF7yKbtbD8jQQwn7ciUiVnIWmlBXdIelYoPHeW94edkhYGOMwxkyLbjkO0XmXczHsgvVQhYCOtoc0VkactyGlFMtRbqxVZBxjKQKktZqru/vTZbOYNyWb3X4cYvau0ZpV6mGfjONZy3WHh4qnq+Uqby0Cq1xt1oVMH9rQzqa8m2JczkIITc3St33bsne03Y41ozez5Wy4ev3mwWoxTYcqeXu4n80buJdF6Gou1lpFUMlqpVQx+G43knRCwrlvoIIJ/PT0fBfLftgzw5AVEccpIuShZEBZzZzrHLPJNYOWRa+VTarii3SOd0OK2S5n4dmTE2/5//Nfv4zZE9UiQsyMdDSlIKkxKCUjHS94ACDALECCKLUcPamEhkAYgJnk2I5Vo4Dem0enrWWoSRrPCDnHrLU23kGNfee8m2/Wo3dWVaQUZxmkTvvhnq5ByunpKSEtHxkmUxHY9si9D3Ha3rACEcuxx6DCZI4KXnoXF4MqxRyhJsQqWnMCjojGuPYYY303rwVQQBUBUCY8lv2JSKuoRpFa04gqxvvjggy01pQsAjIBABKwYWu471oDR7K4KmHOFVGdo0oECqwkAEBYpJYSCS0itE0Lgt7YwscNHQNiLtE5p1pLSqTMxEYx5SRUGRHZqigTVYWSS6lH3ve7yYZlm0uWKkxGFQHQWINkUAQJvG+sYts2OY9EiGCUUI42HUNAVlU9c2fbZLowb6nCbnf/9Hw+jsPuMMnVK6i29fNaYYqHwcaq6f0P3jscvvuLf/r0w4+e/2//ZfPdyxc/+qgT2F08ON1sd5uDKrqc6pubbZLvP/zowQIvdpv86v6HzlEcdRrzF799vd3URyf27GRxfjrb7Ye76/jh++2DVX+789Pw5uxi5bm/u7v57ofdo/PlP/7qdneY/k///aeff3bdN8v1cNiOewf44HR5N90qyjjkjz99WGCL1RDV+WoWgvUuaE6PHz6Bka7vdndxenP1tgnts4cPGFBs++r6hup+2fFw83q5NNjYH355+dEfP3r/8dMXL3dQynbYGyyLhZ8GrlVNYNZuvC6Ker5avBruQzP74cX2rEuPHz82H4WHp+H80Zy6zt/c3693g2NnQCyIt27WtMF4JkvK282YC7Z9Y2xtGvPs6eNZQyJxTHq9jnfrQ5zKYUpTrsQy73xAw2QO42F3OHjfzr09bOJ2W1xojbEqRSmLwfm8bxwA6nq/3Zd0db/ZT2POkwJmESCzPmwEqwoAGRRJsTjbVAXvnDd2s9kEZ43wlKVUIGQAVSZjXC2CCLVki64KbfeHosJGa0nDmMmY5WKlBbs2BM9srEgpVRvnHNm7+yHmBCqARoq01lpDxFpTdGywyjQddtPARF1o95vDbjecL/rHJ0tLJjQ9oIhIGVMIFKcUE6KyQ151XU3TMGyJ0BCOKa5WJ6um2e0PgpRKzVWHlCubLNI3XUNEQI6bY1rAMKkURmbrS9LGt4tVO025Cd1p7xfeXPTzs6Ypux1DrTIZlKog3qHRlLIWaEK1QZandh6sK7Q8keUJOTb3d3Gs9X6rVzfJGFTBXAogihZEAEIlQESiI+UUibBUwaqqFSQxq289k7VskJmQWLSWkjRJSqxgnRMpy1nz8GLx+GJ1Mu9mnV8t2pwOt7fXjQuL+dxZbIJjg8czwbmGEeN4uL+53tzfT8NBUlYppcQUR1RgH4AYyhFzSAQIQCqqIKrvnASEhORrEVQkRGed5oQ1lzJVyQDv9IFHX6EqiBSRLAoIRlVrTeP+7nB3nba365ffbN58ncf1OOxqjsyUxl0qY9asUktMKppVrWeyYFzofN/axtkGkVLKTM4b59kYNg4YVARUshg1jgOTJBkQKr9jdxYFVAEi613j2IACEROSJePJsohIAQSDhsgoITCIggqgoGFnkIyxxFykxlKPnHEACDaczOZtCKS6aPvWOIJaayVGZNFaCWDKoiogydlQqyxWJ7lKrcgEAqVfzIwD1dE5J5WmIZdYt3fXP/30wV/+i0/Pz/gnPz7/8QcPHbqXr18tZs7ak9vL23lYvr3epYHfvDp8+831zf2rxaqeLfp/+afv+c50PXiPVIb9Lm52iYD7/jRO489//uzbF/l+F2eLfnl69urV7ceffhACnZ+ef/PN/d3t4X/697/57dfrcdq3wZcxs+QKoIVtCPdj/e71zWw5/8t/8+NnD7uf/Oz51e0w5vr993tkuy/jkKsP7fnFE9s9+OUX15e325cvbyWZ7eb+7NHw/GLx/tPT9e3l+Yyubm7/5rdf/ub7b3bDDkt9dLq0VFYnWMu03+3Vzm5vlXO/WZdMdndI54uVYQxmILvf5DdDfGPSPlt2OVfvfetdhrLbHpgtofaNqynart0MeRv3xuB6t/MhOGNikWEaCmjTtbXGlKM3PI7aN83hMKEBRp9FSi6a66xzhSpWtWiklkMejCUkYIQmBLF2HGQW1Fgz7vdt34QQximulqd32zVoGePQONsAjSk7F2pJVYqzvFzNh92gxjZ+7owKDIA2FSllMs4jwZjGpmmKgGUOwZdaQKFI2W0OKKBVid1umAiKcTx33WazFmMSiMWyn6KnEuyMkOZ9xwWtd4RqiIeSfecVq/WuTDuyYTbrwNpDzhXldN6XpAUsOlDQrmmp1jjsV8vF/W47Vena1jDkXFbzk7vdQUWrShWIqbTG1TJdnDwYc16/vMxVj3MzQq0qUAqgMtsp6awxzoXtdrPsw+OHD+N+ePhsTpIp2B/ebKtQHHFMKj2mnCXXxhskV6X60B8O6fJy7+chdN6Avd+UX332dQKCEkXEIh6vM6KCleBY12TQI8QbCUHrkZFHYK3r+uXt/YZUQQtIESCEd3hEZsolI/uuD7PGr/p22JNtXAiOVd0ReyglOEopdcGXmI0xlgEJEcQyac3DYVdzPt4uJQ7FeFV1TSclqxQQg8YBgAIwkoKCFlRQqf1suU2DIQJiMraCCNQj3VWliBISH9uo+I4u+HsxVpGSdtvL7w/3d0w4bO+cBWPRdYtUCoKi6jSOLrQlJyJjrEWQs8Wysda6NmcZogTfplKnKR4d5JqzKKACIM2bXhMMkpjAEQkarQICqpJydi6UIh5ZFBCASUExtH3OWUWPt4FcomXX+DDGQVABiZBSmQhrE/wUK1tpvCNEQjo6kYJxHg1a2E8DkREQglpArXNTUqxiAyNSrhVQgjPDJMbY05Pzw2Hz7OHswenqSBZYzPhmvQdJKYIBR4r3m/23L18/eXx20vOn/4c/+MWvv5+fN19+Pk7j4dGDpQu9PexpGt4/f1ilKTKGZToNZjMMD7rw3ieL95+ufv7xe3//2Q+/+dWLeY/tvPvJpydXG/nf//7NYtF99/39H7XNBz96WCq2nbvb3Xd9cGQMh7t1sm24v98etqKN7muybfv9y/tcDVT79393t1iZ+enpf/6bNzfbrNpOI7x8dXd/u0Wtr653bdcY3zI7rdwEuXgUWgNv7oay3yxvG4Hh5//k4v4KNuOoBr66jktPI9wdJvBNPn/QX13d3dwWBynG/cnjhzwmRXu9vmloepjaR0/O9vnqentpnGkAq2Hsu7btwvWwM9YF57d3t6lMKY3zfv7hfHa/2//u9dsI9MSavmkC0HBIytR3fruZTlYnIgkR0BjvS5U6lWKtIyAlKDlB0yBWS6aAGCImTCqLvic2TT+LDph5TFPThGmMwTlROewnBGOtSznPQjvJcNgP2TXeG5Uy6zpQYUvbYbBsiyiRfXRxsbnbHA5xHGMTgiF11s5XgYliLsb6NE7W2uDENG6K230qMUvOU09uX8vtbtyL4FjNEse7+2XnWCnl7IytKkc3kyPTeAaowdpxGOd9P6VopHRNU6+mYAMj7uPBN7PVwo5JvOsc6jgd/GQa68dhUF8NuSkWEZ21bc65c34YR4fOWk+oZRzC8UEuBpgds6gE0ZgKMSDxWOphyqB6tlpAGaFOfef60H789Nl2GOL85O1+c72505VNIyqA1Hx7e5gtT/M0orNN39ex370tVVMT6IfXN/tERRMpIvIxsoCGUBQVVLSKGLbH46eqEqIhVFU2frU6Q+ONPeQ8KbzrfhGyIyspj8N48LLhrI9PZ/N2teyfP31wGPbb3SbFyVtSNbvdMOuaiXOt4ttQcqwSjW2YyFoGqFJiTqOJgY1hVclHFBbJMQ8sVd8t24/8QEYQ0TKOezQc+lkaDq1vwDjDCEioqFIViyIRwFFhjccEMgAiqlbJU95v493t5de/G8bBEJ6c9Mz2wXOvJQNIrdlbl6eJTOBgAbDEiCKzpj0A5TipljGCqgmBi5IWJFZW7Tz3Tdjvk0BVEG8bSyZJZiQkUlE9Ig+PJXZwqFVTRMJgHfyeRMGIoiJaW9eUnDOUKmqYWRmqWusyViJUgXnTCeiUpmOEE1RLLcymiKiod05SzDmpSKlFtQJgrQBVEWUWminm+axfT+v7u+24X1XB1Yn74IPZo7T4/vuby+u7tu9eXu5jiYj6/evL508/3g32F7982y45jS0Anp0udrvcmPz0xydPn84uL/k339y+vLn1HjzT//Evfvreh4/vry4//PEH/8//5Rd/8Rc/vrg4+eK3//jv/u1P/m//92/u9zCV9WaTPv/F9R/87BS8nj54+qtffo/GZ+achycP+2FKNzeT2pCgfP6bV4TcLU7H/X7ZO8tN2sPkOEW928g4UTB0uiRn+jRRFchj2W/X3to3h8PshGezJk/D/RtczNtR7HBwX359b2roejDh9IuXt6snJ4ckr2+zZ/HNenZqOJeG7OmiA0P7XUlpaPqxXcyGyl9/8V1opufvXRA5N+u7ztvd5v7Fm6shVzIOlVrXeDYWGUTHUl9e35Qa20C1jsRgiHOWLgRPOG8bKZJSiUWGlJEtAvoAbKTkWpT3B7rdZrZOEbxvDDHUUkr2IXRNo1Ji2aJgSZhK9tbWmhQh1poyxJj7tiMEZgghAKAqWuNREaqWIuM4ZRkOcdyNkAvMu5k3FoVrQsMOEPq+B8asNdVKxgIQAmrN876xJCUn7xtAHPKkBkWrd8awF5FpHKtUQMg5iepumvgIPkFlknkb+rYptW6Hfa4FQCzb8ZBKRXY21xpa7x2jwqzvZ30/xdT4MOt6BpQKiNS2AaBGqQIavG9Cd78+HPVOJ4vZ6bxHrebd1EOcNfO+QxUQ3ez3Q4qAiojnJ8vd7mZKW4H69MnFYtZenC0+eHryyQenT88Ww/12TIe2Cz70zswcNn3bGQON8af9fN6F3W68uZ2kVNJKQrUcSfwWhFCRAIiQmRSkopI1ReXdzgipbTvnQ6kVCZhZFQRJmSqpgBKRKuWkTH4c8mEchRiNbbv2w48+ePb8kWrpmg4VrLFtE0SrqFpHoXHOcvDOGGJCb800DONwKDkjmRRHLUmrEnOt5Qg0OKIEjxUyFVIttUw5R+MDsSlVkQ2yI7R0VGhIAa2qFUCOjLd3kQMtOU8gEeok9WA5TYe7yzcvt/d3kobbNy+Gze1+fVdTqqUwkmE21hIiAHjviFBFGYmQRaVIVM2kCgLEToD6xjxazhG1kqIAVKhVkcxRniiozts2GGasNWsVEDJk4Sj4IiQWIj3+VhAAI8y7vvHBAErJne9a10kF4ywAoqK3tg2BiYxhY00BAT56GCshWsTOO4NKUIk0laIqqIIKNdfGu8axBXx28Wwao5K5fnt3fXPfNjbuNw/Pu5//6fMC67sh7Qc0ttsn9//4n/7rv/9ff7mv/N2r6fXNlHLO09Q19Aefnn74QS8ZV4vZ2YNlgub6KjO10zT88ldfLk7af/j1bzybP/jpycs3rz795Mm4x7YT70qd9P2nDwDqizf3v/3dtevCyaOH06iHA7AxV2+vlMpqZc+XJjiDEmTCRefef/+sQt7tdTvIza1styllAiRjNdd49uhkSGUcYuvCYjbPucTKNzdDHIQRf/zT5ZPns/2+xLGs9zRByIdGs/arMBl6czi4zvjOvbq5+/vPvv/tt1c/XF67zheOzcKJbJ6/33Cb9zBuK353PX35w46GaUq5WGNrLVPMSpjyuJ+GxWpZVclZRHz15mY7DR+9f/Gg93GKEWqplSxbBkfYOg8CuVaRfNivh3F/rE231teSxwqZzX43HakYADRrQ+s8AN3lYR9TqjmWCJCXsw6R90Pc3O+zCBPNglPJsaRUqyJ1jWNSY5kZ0zTlCkA075bBNM7aVKb9FCvCvG3bwDYYYzwIZFHLbBBLzqDqjAveiZZY5OHJ+XnXrpquIWSDALZz/g/ef26BZr17dH5SIGdVz77mdOyDAWMTutOTE2PAecPOFclDHHPFpxdPHfDV3do5U2KaUp2Fpm1cjDGX3LUehHIutgnrw5YJWt8oCBHkWEBo3vUfP39CUlPOTunJ6vTjJ48W1jIQiIIha81RDoLEu1G2U91sx5p51S5zTsO0G6eNI3l0suxtaNHU/dCyhVKjFmUrwst2ddYsZ75vrG29aQ1fXd5kUdHKxgJUkUIMgLXWIlpEtcq7HqghrqqiisTK5K31zqlqzRWEGBGlEhAIoqJIBYaKkJOAgDN8tlo1Luy290DY9LOunz9+8qSfd75xaEGlztqu8cZ7awx5S01ommbmfAOK02FIh0McR5Gap2nYrXM8wLFHIAUlv3vciwLK8cREUI0JpPoQSqmlKNuA5KocPwIdXQsKKjUfGwciNU97TPtpe5/GfTvvHr33vveuC36/m26u3r754dvDdqMlTcMgVchY46zUqipE3HTWebJoLBpE09rgMUixvTEX8xZBOwYCct4+Pl32zs9s44y3zhoRbw0BMLFF9gjBcuvbedewgTY0UGXKSZSc6Tzxqm1WTWtAS061ZBYIlpixHGG1iooGiK1xqMRi+rAkMETqjWFgUPXOGCYjeN4v5l3jiJx1qgigpWQyjAjB2q5pEOrJqnv27Effv3x7cjr79mX667/7/nS5GAb+/PPXH1+8NwthvR6++N2r954/W512ry8PN2/3DfnOkWNYPFqhHc/PmzHz3S3FAZFkv9/PF3NQfnE97Kb8//ovX9/dHc4WOQ3TgwctEXtnl6tuiENO+ub6bUL94eX+u+8Pn/3qchqzqrRhshTvN/qbzy/fvrmTODqm/SHFglfXN+M0EVWiFGvd79Pd5YhFtcoUh/Xt/svPf0hDKQnuNzHGHKxhh6ZSUOjbsNnJ519e78ZD27f96fn3t8N10vV+vN3ef/3m6tuX99c3bxYnuFg1tRhSN038q89fRi1x3P/kJ49ubg+HQ51SyQT3e/O7b0fqmBG1ovRdiyrjoYgSN1DjPk+HKU/z01mG8YOPnh52dyKJyIbQ1ZIQkoDkiuOUVLK3jhUdO1CINbFB0ColBTKNt23js2itqdQUfDhm8Zgo5ciIns1iPvPB7/djiklAhzH23axpnGiNU5xSHXOtKgoFtIIm6yDleBizMX5IBYlaaw/r+2EYRUvXeoNkyIDANMachdB0XZdLyUoKBABSSh6n88V81njvOBBaBGZ++ODiJDhnwmy+6qyTUiNoYQ7WPThZosp2t59SccFrLauuf7A8IZRxHKYphqbZDzFXct6lKYMi1AooVcRb472qptv7jQt+PxyqKhIz8DDk+80hlmIIV6slWk6QmkCPV7OZMyH4edOR4JgSEhECiKKSQTdM6c361jh3vlh23ux3d9Zx13XvP3k/kCXUJoR5WB72aT9OohIs79f71jprKjG+eHG33YxaIyOqaHl39aIjIF1UClYlrAIqILWoVCJCQgAIbdP4AFJUJi2FgI+kFvj/34BQBeX452ocpRTjMBpju9ncWN/MFsvT0zwNXeMbz7O5Ozvr5rMmON+3fdf2Tdf50JDlXCeQWKb95vaqTEOeDpKmYXsvOREcD9N6LLPpMfqqJacRUUstRF6FDfG020quxEYBBZSNYw5MAYBKTbVMJQ553I73V8Pbl7vL7yAerHVTyqdnF7PFyrddnKbd+r7EqZbadq21BkFU9UizZWOQIDhzzBIAVC3VG8fIpPD88cXD0773tg1ht902zlgkT+5IkEXUItVaa5i0FC0IQvyu16Cd9wvvDSqo1hRVyrJvz09mxFpSdsDB2MYHy6akwsfwFpIBZqRSa5HqrWtdgCyqioYM4DJ0XdsVgj6E98/Ou8awhZIPqeSxUKqGiQIpIQTrhrvDvFltNxtRfftm3zWL0Ia2mZUUanazMMtVv3u9/ttffHl59RZ02t9PVWV+4u6G6euvXnhbbdv96tfrUcy3V69rlM71qeLVffzVl3dffnN7dbX/27/97Sc//fh331zGbDb39ezBA29t2zSHQzQ8E7BsfMlwe7PevN0v5/ajT8+nKDdvhryHMvH11eH6cm2IY0nDSNu7uJr35w8aKaOUVNIAdWQUycJoZmFWkiBiTmjJztrw/Oz8g8cnP/3Dk9Pz+aJfnixOiezXP9x89/JmLPDqbryNZhR3txmlQM7pm5dX99vYhZkFbTw/fny231e2br3efPjeqjUSI96+SdubHIdqnKNu3jlrD5t9zvF+G3MV0Rja7mxxsjqd396um6ahqqt+GXNNUx2HPZVqmWvlqableT9ftFVrTGMcJzY2xpQOqaQptKHEYlBC22yHfNawQi0xDWO0jrCKb3pLwgC5TKlQTsl7pwhKPE0JLDYhWGNiTBUADRJDyimlqKr7/WibEyQoOaVYrHFdH0wIkJMnYUI0eT7v9/cHgMAqi+U8pgJAolCKIAExBeemYd+3fcdl5+IkKqKns253/fby9vbjx48dXK3jft51jMjE834Gesgp71JWlSaEnPssOaYMik1r6abe3d6fnS5STDpn1tq3DXUhxqnruseP/K9/+03XNmjd/W5nja1JyTlALLU61yPU3X5XtLTBWXaXqMWZzreXt3cTgDFOAWupi9NeU65AseS+m898UGN32ztrHCrWlC5OT/veXV1fpUJdO+tc68Q422hNOefF6uS337z56uWNkCcUQsopVVRkLqWg0hGUYo+gv2NwKRffNmSYiUopRSqiak6SIoPqURQlgkSoSoq1CqAe0/nDGA3xOBxEjbPmsN+3feu5A0TPPJuFWgqz3eronLXOsXWAJuZcpxwaPx4202Hvm37ar1OO3ASqNQ97NpbIiFSUomhQKgED6rEnQAhSirVhGndU87Bez84fsQ2IKMqWgwLWdEj7jSGcDjspKY2H8f7GGdXKu92BrbOhFdyClhyLdW48DLPFIpccc1wuT3JOxrdH+TgiWBSVo79FrGHHBlBa5+u0P1uEjk2FIjnPl93V3boSkTVRJu9cTYKKpFKxJFEBA6UiKClqhd43XDMqNJ53+22VfNLOzufd3Xok1Pms2Q1jNk4Vjg5tBCVAy1xqZlKo2TEHwwI1llxLUSLrbGJCgNY6wxysnp+3zi5ub+tuv+1b59t+f7+Wqty67Xr33tPHMR5O+3Zb6zgcrGvQ+d9++z07WC3biunNm6vVzDx9dDZz+YdXb8ZxNLabta7t6B9/c7nZl4L328N2Zk2JOSPWqjDA/f32k48f767H//Z3v7t42H772YsfPV998fVlrjDuigjd360XJ93jR4txGG7uDk3IbdP++hevX7/cGDAqIhUKoDdWALwPpHa4z7HNPrARbTq32+7iYXQmfPDJ4+vLTUwHa6vzphY4jDmOxVj59Kfzz7/d/Obz9XLRhuCsLT/+6Hw/Qo5SMl8O26lkqGgAVfUwlhzDuIvnp7479V+9uL0/GCjjH33s9rux67pl26/Xt46aCmDuxn1ByVNSJKFwet52vVNJb69uX//wwzff0IPT05Ol64yL45hS0Qw5iyEjUvqmfvzjD/aH4cWLm/X92hhCxJxLjJNh55yPWkkzkALSfj8+Wp6WeECU4PxYd4HDUaTMhkspRHh2slhvtqlWtoYUnfGsqLWK5Jgig6sKuUgq4JgQCGqlUJ9fPHh5+SZqzcM4Vnw871kSGbOborUWFFOqPpCqWmNizrUKGrvd70JA570hDjZ4R9vtdPr4UYmRrTnp/dvh8Ort3cOThR25AtrgigCCzPreOThsh37Wbcf97XYz72Y57ZOmJtiPnj663WwPhy1jux3Gx6cLFGnaJlszHqIhfvzgdD+mLCWnenaylKKGuWkaQqi1egPBWudCF1rXtov5HQxyvmhKDPv7bIxTxVxG73i923juF03fGieCcZRZPzfEVzfXTdev5vN556f94e2bt75tie00qU3qPO/343hTv/ru7aRo2BgEODLuAQQw52KNU1VjGNhKrczHMS8CgJQKZGKcnDMIiipaKxOnklQFtarIEaFiFNCAZbpfb/bLIw+lEmmaDs43hIDO//iP//jzv/1rZ0zoZ2MsoYHQtE3XTkV2m13NOcVJU6qqfb+UWqfdhgxJQhGBYtM0Bt8cgS3veITHQScyGRdRpSYBJcNUlaCqonU9oAIyIinUEg+by1eWdNpvCbXEYXd74xu3J9PP5rbzt1c3u/3Ws4KA8y0C5ZR936UxjsPBdvMj60YIrDGPL86+u36tCs5YMo60FsFZO1t0pmJ2apOW/SY5w50z2DSHqYIgltr7pggJ11xEwKBwKtkbdsY526QcDbNRfXZxft+4GJOU8nC+qELDNPbBDJMSqmGXUxZ5Z99LJTHRar7Y7rZS1XnLlspQ1JqMMrcWq9vsN8atnO+++vazxc8ezrq534Ff+cu7dVRdNE5LEqpnF2G5EDTlYtVaqdNuG7x4rg+fP5umzUfPVpvxPkJeLlVkd3La7Q99E/LJucUEftl99tff5lGHJMN+ah+tci73uy2xCc7XWv7mb15ITPtdODldEB+azn778vK//vXvFJgQgxXMu0cPTgv4KQ+Hdby/G4ZDtWiFhS05Z0QELVYFFGJOZOo0xsNuf76c7adBEgLSbG7mJ+nmKv3Tf/74y2/vhwPsdpIzKIdXl8NU8e1tiiPvNE22NE0hFRtWPtD13cY0HiRBFQQjFZ0FFB1UDnnqpjCN0VpY38J2i/uRd+vbH3+Ef/6nH/znv7783dfXJjQ+ThEKKReRmkfIMnUWVsvw/NmqRnrzarvfS+sdIuY8dW0/C57IIpeHj86++/bVm9d3hk2cini/6HsHE1SZSkaBGsERo22u3u4fntus1ZEXAUR17HLFehhN350sF5dv35ZKtZaz1bxIGuOUVJCacTpwG5x3oEf7iPHWHQ6jGNs0DYGBipabD569/+LqZcqaNR9cOZv3b2+ulWyMpW/DdrPdDckbKiUbY6ZUXfBLwkOcqmouxWuNKV48WHWNV4Qo2TvXpHS73QnUxSwsmqbEOtXUeJOltHbWzxCsTMM+lVil6RpTYkpjTlGYgY0LJkhMqqWqxBiRMdWhtTOqAFUQZLUIKGosGxLW7Jt5qWXY7U0TDPlatJb6+NEFXl+z1fcfP3q733ehTWNag4COTHAYhu0owCdM3FlCUMPQt02tBRn34/Ts0XtjJuDwdj0hWjqMzarx3vzjb168vd/VItayDaHWJAgEyEgTSNFkkVCNKIHUCkKoZFBqlSKQSjBoiRWBWZC01ooEKBkNEgETCiAiW9JlF4LlCnAYhvOTxYOHp9aSDza0bUYiy+//5MfrNy996NhCaDo/X1gTdLvZbnY5ZQAgJoMgUpxzWgTwODTFWqsl1ZpBihKDOgQEqVqLIrAJtl3mYU9YEMl1PfuOrTe2VYCquULVkkvcf/fFr3vvQ7DW0jTsD+s7zQ2FIF23W+9ub27YkKpM02jD6OxpjKOJ3lkLTFJrjomdU0QpZbFcxfwNIRu0jrXW7ABZU+Nacj6Om7kPMI73d3d90xa1wzB4tgSJEdgwghulqtLJ6mQ37hjrEXbl0BTAWMdh2P3sg+ev3rztmyaXGhy3tp053ho3IZBCMVagWq3W+ZgS1DrzxlO/2R4AFICsccdNXq0leFdzPOx3c+/O5me/++bNs2eyak6ePZvnF/kf/u63nzw+/9EHT6Yxv/pmC++ljz44/23anK9Ww4balb1YmTiNLOy5/8OfLX+4eTGNd+Qsc/6Xf/5RnjbvffT43//Pv/7uv9yXQ258N05DkXL1dl1rJSCodRgnRjQMxZnbTf3sV9f/8l8/S/nw8NGzGL+2DM+fhpPTM9d3L9+8ODlb9t38289eSRFkco7YAlsiaxiRCCEDSfrZHzw6f9T9+u9+ePboDC0NL0YF6ef2yXvzm6txGuLb67vdPk9Rd9tkkBPGYO3b67GkylhyxmDM8ycPr+7Wl9eXUshZklJZTKrAmIlKrXbcr5vgh4jffXf/8VN79nT5129ef/vN9OyDEw7tl18dfvTx+dOHJ69f3pi+X6gb9ut9rRIaG6eUaz3kcrKc54Joy9NPZodt2Q+H1WIefNmME1cpkqY4/O6rV5K5DcEZrI6ryH4Ya07OstEipTRN64iMjIbg7TZ9WNEhD8MWmQTtENNyuUCiEObeDzGP0zTlbHONyLDbba3388YXLQjgrBnHUSyUKsMU2cq88w41Q4k5zvrwYLmMU14Pcb0/VCmkELwdh+F0dTKrtdW2pGIsp1qb4KWICU3TdxYIRS3Sdppm80WwZrfbd02rNd9ut84YIspFa1FmrqJsHFepSdDQEEdv7KLrGh84+CneR8IKulwuayrBOhQtMc/6xhibc+6aUHLKtXSzrg9ht78rkvrQ+sCSa8kleI/IKEpaxlh2w/7pkyeSpvUwnJ6eBlN7Xyk0uhNL9vzEpCF5097s0pgGz+1sFk68D03XeL893I2pAJpl27l2fre+GqbUh246HNZDfn2zLqkAsXW21pKKCL5TqRyDSiKCrAZVCVMWIawCohVRrffWmFpqTKmz7AzHUglAFKpUFUZDAqggjtBbEpGrm+3NxTCfz0HpKCWoqsY6Jag2XHz48TQOOMbGLd1swWhv7zfDcAAqhOR9YKaqTETWWWQGAGNMlQqgiFpzQiXEQmxABACIuJZiQ1tyRNWjtdWGlq0nMoqgtYIIEWqph/u7SfLDZxcp6WG7TWkIgY2Yzc3bnKX1LmkzDhMAlxLHcf/o7LTGkrT40DoXFDDlERUMqmNYLEOW6tHPGpNADlHnnnMeDBtrEEG7tp1STlXH8XC67KuU/b5IrchSshqwbMv7z+fD1Lz8/mVwfsq5ilhrZ7MV5XHuMC+7Q8y1ZM/GWW6DNVAdwnLhDrHGqK0R3/KBXe/Dce3TB6ugjkgdQyzWGIcIWpquJYUppg8fP/v2Gu42+6vh7vlP/1Tw/k/+8OzDJx++eXlXqu4neXM5PX0aVKe3l1umENflZz+9+PqLgya+X+er3ffPP2rPFidgeHT9xTw3T9/7/mrYbmEYpG0daS1pAsRYJhVGdFqTaDlSeIyxInJ5Pb56dQhhOsUF5Xxy0lw8Mc0iffXVUArsttt48CUqESKighwnKuwI+Zh9EGPt11/fvn5z++DJPGNqg/v00/c+H35oTF3fy5R01tvdvt69HZomMApzQJCuBSGTOH/0s8ef//LSWPEd5Otaa3GWT07am9u9c67mqiqlSByGiwdhuey//GpoF93tdvPms+/nrel6/+33m48+Pb/f3P6H//Crf/WXP+v/u5+Zu5v7B6uejWnagCQljlOcHpydOuW7m0M77wGhmZE2mEFipe9fbMbpQMYuFv2q68CzlFIAQ2gPh8M0ZQFEyyKoqlXpWKhqPa1jGVKdtw6Y2PFuvUf2NcMo0+2GmMhb7tpmd4i5Vu88cT1M8cFqIWWMsXh0U1RmNMSMiASLxZwLJMBgXZwm7/2Q8mq1SFMmQbbNYrYwh8M0HBBgtViWcRziaKxtQrvZ7lIuVinM5lKlbRoVsYYRpDHMCKr68OLifrdFJW+b9Xp3sprvtlvrXRf4sD9081arK6mu5gsgY41pNkMqsUjum2XUQy3JuoZtYHYA7+B4qU6iNU1Da0wbfCoFNOdc500/pWyNpXZeNCETKaFASenZw4vy6o2m/OzBg84FBZymscbULRZxyl98dz1Nb4x1COSMLmZhMe8vTmedd41zVHUxWxYAzWXRd56VkF9fvi2lqGhVLVItapEkyjY4kGqY8fdMV8xCAKoCQkhkkKw3yFyqoOBRcM1MiAoKKgoAopJztt4hinNMpjp2pdTrm/tHD06GKZ52C0BWAEKsSRYnj/K0lRjDbG6aObczLACAUpK3qAreBbQmOK8IwGSdPVYAmDlOA/ugpVqv4JxUBlAiJnKKlYwzvmMCBUBD6Do0AdihVEISrYSKIPvt/TywlHG3O6RxNAyguUxDqVABu8aNux0COmO989vdbnY4nJ0/uLt6269W03SwzjIQOxcz9fPuy9/++vmnT7qZ9y3OOhf2CnuoQuVQPLspZUQNltvWi5STZQCil9OQalVFUfXWOgKrqlO8OFlmxP3bLbMyY9/OTmddqanr2zFtnKXGYKl5GmXRtUgpMPq2u4+7j56+t9kfbi4vn3/yCRYpabRMhyk11i7b4E0dp6qioIpgsPFfvPyuCbZtF19f3SLK3/3qO0jTn/3pR02wks8vL9++vb0fJxkz3I5xLG4YNlff/PDBh/7i/OM3l28M69ny/el+D8thuEvrm5tnZ+/FVD7/8nXKKoLDRIartWZMKecp2I7JFhHLJFK0QFGxllOlr7+8ffZBG8ubP/354/c+Wfzw6ruFn4Um7rdpOT97/e3GOGYiAcm5VIFacowb523f94BZQA8DqrrffL6OOU5rOjnZ/Yt/8SxQ+Nu//RZC7Ht/dTsodN7C8589fv16n1IFTlWoFr27WbeNny2aX372jbczZDvlMsZcIWliFRDQowwzTnW3iT/+6eKH15vtIFLyxZKP/fWK8fmn5zcv77746sXJ4sKUMV1N9xXUG5i3zXzWr1a9Bbq5ORTAIaW4n9q28a1//eb6/nZ4+ODk5PRRStEa3O/G/W6vaCGzNYiEqGqMmYqokmE7pSq1jlmk5pPG74dDCZ6MAZBZy8Ok+/2wWHRjmhwJoTrnfKkQc46pDa0oalEoNE0VfbXeKgqhfPLhe9++fBN8MKz7u/X8bJYBSkmNa1LKzpkicLfdnp2eztoWERWRmI4MEhFxbBg5ozbOD+N4SJML/sHp+W7YN02YhTBOIwDUKo6dcW633U/jMJ+1PoQidXY63+2vYhIA6mZd29jXlzddv+j7/u5wsEQGKSpMNQ8DGGtaH7Tmpm16b9b3m3nfDkmHHE9POtrtKfha6pOHD9brze39XomjZGcDgtoQUpWe4HTV5qmcLfrWht0wPn988vZ+9/0Pd+Oku1RJAbOCpHFI693A17vPvnpzHD588PDs048ekqau8f2i6brZP3z25W9/2LBpDA2xiqiIFpCiioapSiIkIiZEkAyICIBSkSEEV3Nl40qtqKo1Hw7jzLfIVDUfL6QAx8tFrSV657xvp1Rmq6Z3BCrEXGoBpNA0gigA4D1YG7xVEFLGsLT98nB7e315SVqDaQGZmW3TWR+QkJistbvtVlWtYY8IJZc8AUgltgGqKpNl1zBbAWXXWqYqFa0h65EMIAEIAhEKABjHZEClDPuhpkwobFAkHxn+zvBuO+QyOWdKBkJaLE7u7+4WJyftYk6GyZKCoDIIOh9s1Y/Oz3Icv958I47YxLPu9EFzAYKIoFprKYtZp7X6tpumgTS1zXy5bNbbIVYirm1r5r5FQYbadS4JHRrfWG6CcQaCsTmDojpjc9Xzk/nlzV3Nuuxmu8PtrO2mlPsGWm9y9o8ePvz++xfnJ2fnq8V6P2DWIiCpNM7HmAQFEDbjhsWM5V7Ejdt2eyDL5re/ef3HP3uWyLx+8aJu7YNHPtlHh+2NtwSGvr+8mrf0/sePv/7qm+3im/NHZ9+9uuQ7bHvit+Xp2fzZe93ffvbtJz/74Fe/unHOAdRSEYlzrdY4RkYphggtT7Uej4xcjizEst9CHGR9++rP/uzjX37xnXVqMT68CD8MsWZSBeNIq5ZcrbUuOFBRKSwgUpQwTrnmqmpjLFqtQtru9r/85ZvWuP/+L/9oqvHl25fA5v7y7f2g5+etatzvct8tC8ZUxyL68c9OX1/u9nt089pYGzNxxT/7kx+/un776tUhDjjswQWspYBRH/HhoyeXl1+s2vD4/Ue3u+0s0s31xnt679OL777b/Pp3XxoEyVVzTXUXx83h4vED0bwfYujcYTdtdtPZ2bLz/he/+ub84vTTD2fOEFYogjGVlItgZWQUzblUBWKWWnNKYAwTEkHUPE7ZGV71XIc4dWOtOViPpFIrWsole8AsRDZAAusciY65qmoTgigoUsoVIHnDNQt1TkAl6TRCw/Do0YW1/u3bnXcuOHszDOv9aBz1XbPfj+er2TQMQKaWQhYd8DhWBEhlKsXkIne7zWqxaIPbj/u2CSoiSIhkrd9NG+fM6Wo57ncv9uvDdPBsZSi3l4esmQBqljHy4aAn88Uwpa7ru9DkJKWUomqN3R/GYYDceygyjiMGGxpPRRBhGwtT1waYau1DoyJ93wjhOJa8iynG4EMRzFVSrd76WpNBUE1taze39ftXm1QdqLDWkgpQBQLRrHK0nRg17u1devHit3/9qy9//tMPHYfffn91efO7r7678u2scQYIsIAqZsBaFRlyzlIFCSwiiBCQQU5pIjKGuJRalEyuBPV4WZ3GIUXPSKKiBqGSFhUhgEIkJdf7+8NyEYI1pUzOLmtJcdgSnBz2h3a5REPGBQBD1psZGiD0M3Becx7W68aTMca4Bo0JbWusbZpwd7cO3qdxrCn706WUWuKkqnGfGuuhmpzFNixaQFWqOtsc9x3MjtEjHJWx8HuBHQ/7CaoUrcNhbJyteoy9ARPlIrVMKY7OHZ8zpgpu97uubUqM7XwuWqFKaGe1iJQCIm3fPn74ZF/L0k1fvPjuan8vT82DZ08a8oe4r1x8MAC4WM6mnMmYxXJ+e3vb+8AL/uF2XSqQUtc1OWUttV8uplQfny5VaxtMnCbLfS7iHGlVAzZY1wcfnFcyVf9/TP3Xs2xLkqeHuYiIpVJtdfbR5+qqunWruqq7a1pgpgcwCpA0kkbjf8hHmJF4IQEQBNAgeoatSsurjz5b751yqYhwdz7kBY35nE9py1ZGuP9+3wcCENjK+VQ1A4yP7h1//OzJ3//Dzxnfn8+LfkjEbicDR6rKgApIvMnbrl+fPjnuh7uLu5uuzdOqrGbzPz6//MUXLz58fPr+6azH9maXxg5+/ts3by/W0wlqTmeX28lscvroYN2tksuXVxu8ktPD4q/+4pPnz98++/jgn3/1ctglK3NZA3oZEqRR1NIefzPoCIZoDKoGyTGgmYmst3nsh+ODpgjOuYp9nk8Xu+3ddL7Y9vTuTRuYnCczPjisiqq+Xe44EBmmqIAQR0Wgsc0ucDYIno+PJ0OE24vLr4+Pv/7q7dPvTZnt3sOZS1hYNW805y5BLoKXSbFs4/Krszioieu2omDHR7Of/uhjrlOigxR1tRxUrK7LIQ7n193b85H9rWQ3ZNqN0g+FsOs7e/l8cztvUyq0R+dIEDGKZoWyLPp2vLlZ32662bw8dNW8Dg8fnLx78fb4eDJtSFMa1QXvJBNwYEyESo6N8p4GIqpFUSUbUt8jYDYBxh6k9O7e4aLre1NJkkWsLL2vOWdjx76gfpfK4DANDEQ+3OzWgfy9yayqJze3V9lgWpUIdnd9e1zU1HcH80lOQ1Q0tLpu6jKknENVTZrJIF1d+qPpTAWqsujbtq4KBIhRmYu6xn4cEKGqQ1EWZdwPA2DvXiycj8PofdCcS++n89lydVsWoZnNkJwS+1DEPqcR2mFzdNC8evH22dMP66LpuzT2Y1NPuq1r4QEAAQAASURBVCE6QjBzzk+b0iT2Q1/XTRJNOc+m04vLGwOPhsM4Hs8Wrt2BWYyj94GBFtMGJI5xUB+c9ylFdhMwREwMNqmqq7vN7754k8CxQUzJAHBvM1X1xCJiOSdTVCuCh6rcDd1//Pmf+i5fbbaGYuBdYSJqpo4hMKYoBkYIookRPQdQIPIqcc8K2VNRRZWQVAQtMyr7IKa7fiyKgMCQlc2JCQAoEBMjoCOSmLrd7uR4pqDMrmnmbdtXkwkT/f+hWV0oZ0ykrkKE8zevPJP34AJXVcmhKcoqaU4iRLxerUylqMtmNu+69u7mcrZYhGbGjk3FOzZUM2F2oI6dE1Mw2U9dgRDMwPaTCQ9EVT2bzOb9+mYc+rrwSCSSAAAxIzCoOiZHHhA5cO5i225PTz7abJbocHp4gi6oGaAAqIESMXG1qIt7i/LDp+9/8frFq6uXr6+++ezJpxMOQ9IiFGpAjCxWlyEOcTGdq6h3VG4oOSgLFzxNqxJBkiRE8g4YeTatWhTnIKYsug8/Q1WWi+m03+1c6R4cz5xD46IOoXTUgToAHbu/+NEH//hPv//bf/dvJhMPwN+8W745v/7LTz5d1PVodL6+MeU/fv3u8dPQx50CdyPGm2iMxH6z6V9aNzuYLLtxtxznB+XF2V0UBhVw47QJ5zc3y83qydPTImtR+NlJ/Q+//OrmfPuj6tkXX94SYlEUjkE9SpJQhGEUFTBGH4pxiAhKHiUTE8dxRCS1GMLhvQeTr17dXC+H45Pwq1+cffTJ8e162bdTE3ABTk7nZvrk2RRCcfGvyxydd2YqaYw+OGIE05jRwA6OmjZGj/bk0YF6efhpPWT90x/vyhCq0kWA6aIi787e3VWhZHV93w5JUgaHblTMCueXO7RvfvizR7tegD1SDAxm6eik5pWu71KKSYXbdre89KGuEup8tri5W293CWXz8YOG6rJWAaYCzXkoLKajafXgqNkuN1/fXNJifnV+s12PKeWu61XZEMa+lThqBlDMGZJYMhHNWXRIOqhE0aqo0LQf+rYbRhlPD2aSxjJ4MFWzlHLXD8gacz/GXBQlMTgPjsERSU5D3wNSiklz9syqKoZ3y7WKmllRlIcH80ldsqOirFKMaFZ4dsR1WU2r6mA2Zc8G2g29L8IYR0Yy0TjEpikdExl7BlWd1VNGRmTHjpEtCxEy0WI2XUymcYiEtFqvwSCnnAQEJMYhR5k1s/Xd8vBgMfZjP0TH1LY7A/A+MCAjpZwAjJmW6/X1agmEQxxzzpOmmTZ1U3pNY8pxNp0u5jPvfRHCYjrTHJ1nEdsbXquqatueSWeTsFhMkMtf/+48aoEOzfoxjillMNsPjglwDwYlQgYkpKKqCvYGUhTW1Ezoc86b7U4UXSiKsiCwHKMZMDMz+eAQiZBAFZGyCCEQgZgQAoERGoIxgCMixGEYum4AMxO1bAi4Z1pn1SFGUfHeE0COkQmIKYSy2/WeXUopjQlEzUTNmEvkmkMjKd+cvSkCVlWBxNV0Xk4mznswu7m6SuOQYyLnDk7vKVHK2TMbUtHM1BAR1ERMCQiA0XlDJg7sKkQPyAb0nb8GEZDAqD44PHn4yNRMZBwGUDM1ydlMCYwMiIiJgy/23d9JPdluOkmQExCyGZhCikn3anTTsqq4KJOYJ3pwePreg6eg0qdd3ZR1KHa7DZABqEObVWVdFoxWhKLgMPHlJJQgCAJM5H0Q0XHoPMPhvHEG03rqnSfklBMxIKgnrAtfVUXft43no2kTu9YTlsFV3qFllXgwL//6b/7sV7/6zbSpmto/efjgql/+j1//+vnlawK6ud4tZgexp5cvl1kJ0VTFCAigYndxdnt9O95cDR9/cHj/CJ4cz3/y0bPa49CNbGRGd3dtwc31m+snj6vTJ+H8drNap2GQy/NORueY2rZPCcAIzKq6mB1MyzI0k3o2nxdFOQ6jSK6qek+eoYCh8tvO/vD18tu3w6bNm9t1FVgtHh3Nzs7uprPCB9702/Pr1ddfX2zW68KRU6RszrnJbOLLoKAYMrIQaRLodimEAAwv3r5+d9799tdnli0n2Lb29cvz5y/Ohi61m+HueiMjNL6uXIkZwEAUJaeiLDZturvTm+sdApq4bme73WAqsR882OlxSTgWntv19vbq5u7yVpJM5l6Rh5HPLloSyIdHs0ePjg4P6jF1mS2DHE6bR6dH96azL377xeVyKKeVL/x0Pm1moW74YFFOG4+QDQDJj4ONnTgOzD7mdLe+C6GYFFVJzjO5guZ1MQ+u7XZRc5REiI7ZshIYoqaUYxJXqitzlKEI3hMczqaVC5JT1249IQMsV22KcjQ/YFVGF5xHMMdeFcqymE0bMu02O8dcliU7Dp7rsmSFgrmp6+C4qcuqLoLnpgizelaGQkWD84wkIgo4xIgOfXAGUheh8KWnsgl1Hcoq+NSPki2l2KceGCzDvD6eFnNPHCWxRyS7Xd4SESNr1pT2+e2SyUu2MUZAFDNfhElV3D9eNKUnNArM3gEYgCJbqHw/jlU9yVnjGIchohGKOXBVtfiX33x1Mwh7p9nGhOi4KMoqFMExEikYIBgooSLsA8WlryoD58Ad1NO6cEXgGIchpUFNAWPKopCTiRgiA6KAqGZNkXQPEwDTJJaZEFWYCBABGVQ9gYxDHHrai07B5DviX1YwIDAEH7wPZd9HRBzHYRgGRhfjiAZoBEDee8B98rZACjJGG4e69mVVVPUEXaCi6Lrek2tX62G7ccQHJ/c4lClJijqZHoRqyqF2vrR9rZSc7Tl9wMRsgM4VQH7fptrjBeC7HwoQmX2RUiYE1Swie36s5JxzMhV2GKoiFEFiouDBE4KGwHVVqOZQeEQwBTAsyqLvu5j67W4zDGlSTxy5e9P7Tw7flwSb3a6eNsg49F3hXR2Kgn0VQlk6xOQ9BbKKYd4Us0mVc68a97+0SC6DJ5BxbOPYIwgzhOC9d5ITETjvNrsWDAqiBydHwTkARFBHWFRlP46Cw+Nn99+9fVvX/vbuCg36GP/46uXFbh0HNI1VjbsNtBtBU9OcUibTp4+mH390ejKb+eRePf/q+PHkT1+/KjQ8Ppk/enBwMC/qAgiyDN2s4sN71bvrtl3ngwU/eja/Xt4l1ZSTiAx9MkPvWU2KwIdHdVV7VTVRR86RG4c4tGPpi0lZd8t0sjjcbqRrHQMczeonD2pCfP7tdruOyEaKj05nJZMTZPau8EA5qyhCMo1ZspFkp0mmE2ZSBzzE2CbLic9f78YWU2+mYKBxkO06pSjzg3moqu2u68c8ny/Y0X4c5IglxxDw5bfPU7s5OSxM0nYzlEW92aR2nRzg+88Ojo99VRZPn52GwGNrr7+8GNZxVkNV+OUKSYXaXbverlzJ0+PJyYPZrCmJaDadPDpdfHR6/O2Ls8ShroLIoCDkwQooFtXp4/nj947m88LyWPkCTEDVAZVcVVy2Y0eeSufA9N79xdOnB5ri1d162Q51McmK0bCLEQAKhvVuXU08GmVVBQ3l5PHp/cOmqgq/aWMEUjDn7PjoiFA8U0y5nFSNd54DE6taU08WkxmBZRFm68cxZtkvQ8Zui2ieSVIqQsnozLBqQvChdNQN26opTDSllE0yqGh2RM6HMUcMLACAnHOaLOZRovNMCKoaASlUzMzkxpjUjNFPirIuimiErtCoXZ82w2iA3ocskJWdr5g8EjrPdVV5dCDqiE01Z0k5MXNZFohADhAlp8FAmH1ZFDer3euzjTkfhy71Iyp49N6TkQBqzqPklNKYYp+lVx3isMvjUIZqPpkTeYdYeeeAHeJ2u82inp2ZIgIzkiMDy1lpjyNFMwAyJTAEYMScMxMhZGZDh8jAYCqZHBuDoMF34mpERQeIoAiSJY7j6Aoug4/9cHV5XZSNCqQxAiggqjE7j0xADOgNsZrUZT0P1ayazWNOCNZtN6vbOzRAJioCF2UaY7fdHt1/VE3n4xhFTHNC8s43ecyEZipMbGJginubFgKaIIjB/gYFiNhulnHofYFAggAqYoIIBLqPvYhjcAREYACq2nXdbD4PRUHOAaJINjQkQkJJQoiTpmwq34+ZOMynk6qsppNZzoxAluT+0UlRMILVdcOM/dg54qasm6aYTSfTuqpKVjFRIASH4B1KlpgyO3YOs2rbJw7N6/Pr5y/fDONYlZUk8ein04YwHR3MyfmYYlUXyBqcL3z59uU7yX1RUJaUJJOCFxvz8M27b0bYXrbtEMfTezNfOBFBMqDMHr99fjF0FsqmG8YH9eP1Xffog6NmPh2HtiZlj2qxKf3H33swP6rHAQ+aOSqNHSwW7BzFbiAgR45UTbORSYY8AhIoxJRijMNk1lTN1BW+mdUKtFr2JK5EFnPSGWc7mlf3TibO83aJbJyzhIIWs+r0YfnR948AkqmZoYpY0j3IF81yzkSaxbar0aM9vDdZLbvlqh/7mHNGJmNEMEAvwN2uPz6aZpPJvAFy27EzopQ0JxXJRYA4to9Py0f3T7748goxsAtK7IoigS7X/fm7dTOf+ICp7+/dO+47c8S5jQe1+9mfP+2HRJ04EcwDfvnV9effXIwa3/vgQVn5g0m9u23FuR9/+PT2/Pb8or2+yRaL67Ph6qI/e7365uuzNzd35uWDD+4vJoE0E2JZley56zsip0aHB6cfPnwq4nb9+Oj0kJOxuXHQYTRNJmNumsJ5Q1VSJAvBTbLJ7bodkxwd1kO3TuTO7rYhFPePDpqqPDo6CqGI2dRg0jTB4a7dtl0HxL4sm0mDiFVZgUGKUQ2AvfMVKRKymIlpzmIA+wncbDKti8IhBnaeyUQkxRRjTBkJHNHYded3lyPmTLBqd44BwJgI0TabVcrRB2cmqLDbtkDkC08OnaPgnHeh2/VpzCoQfDl2Q9u2alBUlQ9F8M47BNQcUxwGJuq6LseYhr5gCAwOHRk1ZemYBGQchl/86k+jssaYY8opIpj3+wgZoPMcvA9F4QMBQlJJo+RBLZJhVTYuFAbgKDAgqMQ45pT26QgAZGBSQDPQpBJzGg31O+mUEXPw5NHAMRMiIjKRc2QqSMh7BYwBk/PsCRBEQc2hQ6M0ynq1IdDLy/O7u/WubUcZfOEMRSVKTggI4AwJAcGAna/qykyImcmZwm6zBhVJ0XlH3gFhjhHNqqo21b4fy2rinEfyxD6rhbJUMIWcUpdTT4i2l3N/Z5PdUxH2yhhZ31xevn1LwIQOiUQV0Hhf5jV27JlDzppiduQcoZoW9SSUTRIDZEkCBogqORJSUVZFCLO6mtbFZnNXenaITVXOpxNClCxVUR5MD1DZzIw0xtj3Y04Wx7EqKfjgQ1GVxdjnOKopeqRJ5ZlEVCaTSfAYAX/x+2+++vr10dGxpNS1G7M8nVYhUN2UWcYcB++LsmrQjE3nTfGf/OTTH33/exe77sXZ1dn5jQrlmArvjqfV4dHs63dvA4RF3dx/dIjenCfJ2A0yZHx11v78N68uztc/fPbxxKZfP796ffbyp8+e/ujTjyZczspmOp+8fnfz6vV2u85MGDP2/Y4sSyqQGUAYoa5rAiBwwTnHmBLn5LyjZlqTD0Mft6uWnQu1d87qmYfSctZxHDnw7U3XzPw41tdXu4PDsizw8BgPjoo+xW1e+VDUZbH3+GaRlDOqkqgjY3ab5ZBjevSgIsaoZMJV8EeH5cnpRE0MVS0C4GbTHs+n00kzWq4qripflN4AABjJd31ShPPr9arbXl/LctlWE00ZhqiHp41f8Ku328uL1WTiFodN2yUOIZkOY3z9avXii+u/+5uP6ObujgtOaeRsx8Vc1v7rz8+UBcvcS8zAOcvBrOp2bdtbPxpDgGyoUIcJ9v76bPfNi4tdVHQ85tT3A4okzaBKiAcHcye9Ux3b/r33Hx8flt/75GmStqhdEQoClpy5AGYpCt4zZ3NMgGgExK4Kze3VrQxxXs8COXZFTFKHwgxyMkRMKUoaJetei8HM3jsymFR1U9fD0G+73tCPY1KAqq5VxMz2Go84DKJSVVXOWVSY2LEzAe+8qgyxKwvvjAurvOGiKU6P5+xwtd2ux347jmVocjTJRFQAAiIzuyzZBRfHLnjn2M8nk2lZN2XZD72gGsIwxmEf6SJkZmYuQlDVMaWqrqqyZELvXV2VYIpgYEqIwPDqYvX83XpMUXIUE9u7TExEEgASOe8DstvzBB06NmIAyFlSNMSyrvZ5q0m5Z3ChikhMoGpqanswipqpqSAQGhEYEQA7Zg9qhQ//8/w0OEc5jSIJwWIc92xyEUNi5zwzqiTVPKZBUciRqR0dHV5dX7Vdq5qHvicwtCRjb5rNFJBgn58jZt4jGCUOPYPJOJhk76goQzOZ1HU99AOhQx8MzRVlNZmLIriKfVWWNXEwM9UxxhYZRcVMVbOJgBmo7ddpAAaS+s1tt16BARhoVjDdy2FF930xb2Z7wWXhg/eFGlxfXdF36TMBU0nRVAAQiYjZMU2Lsi4DgMU4HCzmZODByiKQ5zGOkgWQ7tZr9lyVQUz6YXDsPOGkqUTztt3WTVkUYYzJwEJgJAAkNTTEL774qltd/m/+0z9fzMO6bzfdGLyfzSfr9coMiuDLQCYSYwplsffk+Kp5s+z++bffqMHpg5Nd7Dddf7Np//DNu+vL6DZiQ7/ebLfLDiywq3K2XTdE1d3Y92OfY0pj/+ff/zivhkfHVcz5n37/RRtBsfj29c1qB5KtKalxQrE9PT54+vTR61fXyB4AyNGuH2NSAHWeisCOKKjNKn14vzk+9IcH/vh46gtoZm46r9fbbr0b2l7Xt+n2YlCFy5v8j//xqt1iu+tO7k3ZMfhUT6dX13R53lk2pv3lgRlJNasoGVqWsuLjQ3705Pjs3RYNUkpjTorQ9z0hFHUoQ4BkOdObl9cffXxYhqrtO9FY1QUQoGMOhAgpwuqOXn/dl+QOp/CzP/9Rv+lk295buOnEAet0EvrduFzKxfk2lAxMknm74S+/vnx3uXQF8bodDqbTSahuup6DTsIkjfn8dn3v4f1+s2k5W5ajSXPbdc/Pb374wf3Neud8QcTsYnAhKygkyZKyATAaInNZldNJtRs22aSqKmX/qy9eldNiTK0LEEUzoAtVjH3bDog+K+42rWkzDVXyLZFd3+wubrvJpJ40btu1ANX18ub0eF7NwpAUDNgVxO7+yUlKJllEMxHF2Nd1s2vbPEKWBJCRfclVN4xlGchw6HvcszNVxdRUAXHMOY8pVAGRORtIRkYBU5WqJNBkmdHo0cHJarW9GZbZckqjOuqGloins+lqOcZxRIAsGUHRjInYsC6DSU4mbeyK5B07MCurgEYmqGKjjMGHJDmOAzGFosw6AjKyhODJUd/vkMp//u03EUuH0Qz2NFUBhRyJGUwdf4c9RWYGZFIDNCNUVIyS1HnyAXJOZaAi+lH2HzU1MwUiRRiTeEIycxwMAEAIFJnRdO9LALP9n5DmkRG9d/vLtJoR0Hc0QLB9cBYQDWHXRS6ckWPHTx8/nNTVZrlKw9A0jcQRmFPsgvdEHogAcF+Yr8oazFLsmUvPrDmbmYqBUXBFysnXE8IsKsqcdD/cCECMyKCSxoEwe3aSlLyZZiAHSPu/K/hOdmiShpvzt3HYlZMSwNDUIQBYVlUg0axZ0TEi5Jw0AxCf3rsPmq8vz55++OE+LRD76JwjopySqiIgAqWUFQXAbOhNhcCIXMypy31d1dl0uV7fC/dUhB069pZtWi+u1tdl6VMC50ltLOui220NMjF3/dhMF3/44vXEu5/8xZ/lHKd1FciJIoDElJgcUzF0XXCk5NshqeL59Y0rggv09fPXUcMv/vTi8dPTaRW6gWOSKvjb1fr+rAaIQxszIBnknEJZDr2MfTw88lZAisWvvnr76Q8+qMP0/WeP/9t//VOUOG7S+Xlv4ITjwf3F2dX2g2f3f/hZePN680e5sRyYrGyqPiZRmM8mhrrZtiRKpAfT4umz08yxa8cmYbtjwhDTUMz1vdP7Hz0tR6jWtXzv4+P5jC7uVpuun83LqmAAvfdg8etfn297bap6u+nGLhtBWRXtevSeQl3kbGDgAxVVGXfD67e72+txOuXJ0SQ4Kqho6lDWBEybZav1jFgExrrKDx74QQ6vrls0LKsqpiwilXdkyVHhKyLOi8XRL379DZh+8OT04F64XV+zd9tNkp2s19vNrqsmQU3azVgF+viHD9683bhnjw7Prq49H/qGJzC+fXtz7/Sh7LrTe6e72DVTSisVduSkZHmzuvlQT2b1pI9yt2ofPDpAbRG8Y2dAHiMgbIboq9LQXV+vp9N6telihmuyui7AydWbq5/+2ccvvng1GiNDQbxejqGw2OlmGJvSI8TKOw8ahRTg/skCZHShILBHJ4umKgxsVhcxjTer6BCJHGLqUnQGTVlaA2bqCEWhKioDHYdBcjacAFrpSfqExsAaCkZTUI05Sxbv3K7tvZ+aJcQE4oMvTdaqmRnjMPYQm7phhNKHKlSEvO36ru2KUNxtO7VcOJpU1dB1hBbzCIwBPGp23lmbUaCowhBjGQqQnBTMwHmOMY4ZnfNMiQAYPWMe4lAUviyLogge/dnl3durHUJIamhABsxIzIymlsEYDGx/9kNvZMiqMoIYGIIqSVJjH6o8jj1YKEoa2iyiKggmJgRgOTn2DA5ZxBIj6nenppQlBVeqoSu8StKoREzOYRawjEQJ0XlnOVs2EzEEIicmjsnECfCYRRXYU4pxt9pMmzrH5MARkEkETWYT2+/yHYtSUTXKKec8xs5TAANEYKaYx6TSTKfFdLpZ3jjvjYLzXtkMjIxNIWs0TeicKjq3l9siAhsgICGAiSIBkNycvXn+5dfM+8uSIRsipyw+BELIaazLGvf1B9Vx6HXoiuJoMq3Z4djtfFMjYQheRADY+WAGwzgCeN3rr0xju51OGiZfVU1KOUlSVZFcVpVoHKVXpexo4sphbLPG0tXAoe/6uimYfC5KB5lANPj/59//45OTo08/e28YeyAexzwMQ1U1ogqaAnmRrMr9EBOkXTeADAezadU0CdPRbHrv/tHZ7U2zLg8X0/52x0km3lWH80Vw0+C+ubhMQ5pPqmJSn91sYt+TZKe1CzBCMLBf/PEb9HR2e1cHKdmwc+89fvib5+fC9vzbu/feP3gBq+2wu9m1O2mKpsqjjnE0xTL4nOJ2t9MkVXDMvNzl3/z24sOPDxeLZn5YlIHOXlylHHw1vbre9dQ3jb4eum+eb+7N5Yf/5pRpl7BPVi5Xw/EJPXw0O7vYjn0Mzo+QTC2rTWfh9MGsHcfVciRRQ1qtu7xLYssx5jJj3LZgOG/ACu7aLKNxgKoJs9nEaDMp8SLr7XoYRrE0MuBiWmnS6cQD+N1GJxO/OJqnpMPYg2mfurdfXu92UjDKCAdHBQgGnq27FgAXs/Lx+/O357diRJukf/nZZ6vL6+dXN7ODuaP68y+fN0fz291uiEmNAnsC10l+79nDI+c2uwxmaYzkeVK4eVWwGYHzoTg6PiKCg6Y6LsuAKBanB83RYVgsXCjKh48Xy7tdjPzti7cffP9BVWtZhKoID04XP/rsfeeMuczUHz48Pn549OjJw82qPZiUmFPlitIVnjwTq2LfjmbWtdth7BQECHKKKokZ2r5T0RCCAQACOweG3hcAKBKHcejahAYmIjESYFI1RNMcPCpmYBvTGLPkbP0QkdF7dGCo4Dh4X2y6dtsP/Zg32/HLb9588+Ls6m59ebu+uroFZF+WQ4wmhsQpZxWZHSy896BwNF+cLg4mVUEgwXtCn6IQYZYUipByUpN+iEOSMXfOQU55UjcEGMcRXfjmxaUqAmjOIiKmWTUxgSN2xJ5Ic8qaVQ0VHDASI7M5SpZVEoCo7Mc1xIAMEBypyD5ExUhkZFnQhFFwf8qDfTzFVAAFQZXYCMxSVlVkhP0ui9AzB2ZPiJbFYpaEsA9xmaSsqmZA6GNUQmrqer5YTGYTEQEgJAeIKrrn5MPeNxxCP3RMrAoI0PfbMXbsEECRKJtS8BlURCSrd94MiDwhAZmBgFkIxXdOWzTcewhwr982AAMUtYSSrs/Ohn5MkhCRwAGQiKpCziKqapAFDMgADIUJJA790BmRd2HshzSOhWOQrCmmGMHIRIIndogAgX3lisIHRMqSc04IQYVFs2g6u32z1ZWruK6qSd2MIDvoXeVSlpwVDVAtpVTVTQgBEF+/ulpMZz/96SdZwRBFokjyBd8ubxBhNp2WZTHmZER933e73aTw944W09kkFEzohl0MoNPam/aMuQ7+8Hi6Htqr5Upy+ui9x4fzmQtOVSVZHjI7ypQDw7OTExjWi4PJyUE9SH578fpHT+8fuvnDxfR//W//KrgQR01DurseFdybd52ISRLJERBENHZDv91t7u5szPbd48lqLg6yvZNf/OLdb35xdX22/uDD01Akcol98ac/3pVVQ0U1DPl7nxwOo7a7pCr92Nuoy/PeNM0W0Ex9O7Tzg2kIhWXj4G5W27u7Fk0JsetjyqrMfYrV1EMB5EHJ3e26NxdXL94t31zcXd7uovXb7kaBEMpnj09K8GgdgpTBoXW+1AwwJBDSKLmo6OGzWT2BUPmzN+uC+fComtTFYhY+/fRZcOn9944W0/Lxs/res/nFdbvboYg5KdLFzdtQuRzzejfuNn1VNRfXt6L55HieNknFhmFIAGr54cnh2dXV8Uf3t7GnhgeLrg6YRudDt92Ohi4Us6Y8OJhu+/ZocW+AlBXH0dWNv7nuitAMfauj/9Pvzj7+3oN+1PsHB7c3dy9fnoEODz/44IvPzy+uXhxM533fh8LNp3XtXN91IEKIRtqNYxMqdCkEXhwu4hBFpKxKUVXJY4wG/z/GsuaM292uaSYheABBwCyqKns4iKjt2q6pm6qu+24L4MrCSY7JyJllg+2uLaqi6zbkimzWd13Xo4gKQI7peD45OT7eblfTpplUdTf0bGoECdH5UHi0PflfOA2DWKzrAlh8XTVVpSKS9sRxACAwGeJgKMkgZkGw0LCamCkYXt+sn7+6AfKSIpghESM6x4iGRI6CiahKTuaY9vNLVVFDNVHLYABgzhem6Nh7SdGSQ2MDQwM0A0sqzFh4FFTIiYkQDFEJOUcJjvcLPZCImonZJBGgqrAjAAvB5ZzGIYspEooK5ryHiCfMKdPV9aqp+JPp/cJDltwPQ9k0UaQOwYj3o8x9XoqLumgm/e2yH4y58L4cunYPi0GEInxnLYT9Rg+Q9nwIEXTIzJINkUyyGTrPZrpHgwOoqdh3jkUjgna1vrm5Lafz3c2tqaoqmrP9GMRMspio5IwIWZQIiYkdIYJzoSwrZMfsc87MbOaMWHKynEWypiEUBRqM41DVdSgCojG7drdrh366mKTcP75/LGnEIiy7TddezudVO648lwPng3mZew8GjqtuHGpPbTdut92D0wNNY84WygpVU47ecfDFbrdx3pdF3Y/x7m5XEBwtZjllBF7thuVm4wo/nzYfBhdfbbJmJCpcFAIlqMuCkTzwe0+ffv7mnwGMNm0ZymicspjrP/ree66S33759b/9i08vV7CYz37w+MOC5n//H//08vzKhzK2PZverVbuTNmHodsV3jzTervLQ6Tv6n+oqmAgYtKNGuOPP/vwbrm+ftdu79JumX/1q9tqKvce5GrCifTt23URfLfbXd9OBpqAehDMOZ/e83/37z/9/OsXd5fjpCqHqt61bV0XoXDtMMQ+p07j/pCBzgxMNUWbHVUZ0jjEwknh8rOPH1/fjbfX2ySFkt5/evTzX7761389PzzgH/zZh8eb6c3F7TD0J/cODWm3zW3XBl9eXW6yALjrodOqDhPX5DgwChdArvrdF2+3N910uv7oo9m3r67rWZ3FHOWmKZxCf7ZOBU1taL+9fldR4YJfjvjk/UOGjK4gCrtxDaOUdXW33FaM3SDdAPfmbhhSUVVlbzKksdceQBj6lPLNcjfGth/KovJMxJClGPp+3Q151HW7/uiDB10PQ86v315cvLmZHB0wz/+7/+H39x/e+7Mff/Tq27P1OhZ1QQRIaKBlxcMwbruuqWv0lOI4mU7u7tZEntB5JAI0+c5Jl3MGAlDY7nZAlCSDKSArClOKOROxL4phbKui6PsonopQbXdd2ZSIYJIUMCUZxuiIwbsuRnbcVOV21xNjHbwWzjSrjIRQFiUiiGg3pEkz2e5uskJdTZzLse8q50MoE4AAembNabvZTRrHDtFM1UTUezdIWrfLu+XddDqr6hAKN68P4yZ7Ks7PrpfbEUtCzGj7PKtjYiJWQjMjRJEIhgAOXQAi2H8NAJHkfw6vMBAjg4yOIDgekuWc2dN3m3RBEFMQsFy4cp9tIiB2RA6AICdRGQjMESAYmyGoY6d7fjWbMu7bUpKyAXkkQVPRboze4e16t2m7cl4C0Xa7Pb53CghJLATet8IMHSCjK0Iz729egjnvgop5H1BUsgKhqTqk2PVV0xBhEUrHPKTB71/QQABkBqrmfVDYI0MZAfbZ1P958IqA9O3XX//rr3774eP7mysWESxMJSOQGSKg5OTR8jgEVzlCM/LOsw99Nw5tV/giNK6oKg7VOMaiqsc0ptQ7JgYW0aw5JY1pHHMqyyLnqLIDgKIo352tmon33pFYQeXhtKpD6YKVfgFQX6+Hs/M388l0WoXJpBYFMfChcMHvui7HBRkRqQ8OhsyMITgDVFEkbFctqk7ns5THqirR0dAN16ubhPz5l682KbYQz6/aed18+r33fv6bPz28/2js+0f37g3t+O7NZdePi8UUFcaUsmSi+PZc/ov/2y8//OjU6u9yw59/vXbdl+V09sfXN1J85YFQ1cgr6+VlO5m5sqwBqdttWQDIAYHuFaCISJhStCyzulzt2q9fXpbOW5R3r+9cEcqd69s4PcTClctlRCLvD75+FWO+NZVH98vDw2pI8ee/+WpMQr7ouiGPGPvYtl09rQrnJoXb9P2YMauaZlRDAEFRTdNZMwBLTJPZZBy61WpHgIDxzRt58aI3AuSEGL7+4mvMxQ8//WTTXlPlr65uQuFOTqZjj5Oq3q46V+jTxyfX18NyaJH1Z588Bo+//v27YbuneOn7T47P3/brmz44dDW897Ry3doarnM3FMgH89lH7z1ETW3fN3XRb3Z31xtX1iG4MPKQ4NHJ4XLdrW7XvqJZWSLGbDKtfDsIVaayAaLp4eL2bBczeaLa83YYy9L3mx0WVgV3u2mPTo7bXdetb101q3xx797hdkyvzlbO1+vl5vMvtWTc9sPDe6XlOGhmh6VzoSYVK12RUh9CWLeDKeS+ZQZzfugG5xywDWNHEMA0plHRisA5pz5L6XxdFmqQciqLcLdcF4UDEGIbxjFFM7MUFTEFx4CMmsl0s20doyMqQpkkVUWB6ATbYYAxi0epQxm8TzE6clFyEq2qIg1piINn33hHgOyq1G1SlBBqM5Es42DoKJk4DuOYXekvLl8qDo9OFiHMxiENfTctx2JBGPXN+W0CwpiIiBHRsThkJk9OABgE0XxwIBRVUaVwhFgIO5HRSIAtxYgIZAqWBdUAHCMXDgE9oiCAACCpqPPAHOA7FTcR7t2lRIgCiTgwCGgEM1NAMAiBkMSMAAoOURQADC2r7JEoMVsWSFk2y02KtuvGLPr48aN2182OD51zSC6rBUMkD0AAUMwPUhafVU0UlZhK8ooc6kqzaM4msrk6L5opEKYciZgBRcwAzQTBfFHtW1lIbt9fMxMkAoM9cyD122+//upPL1/ddqvHnnLaTzAIEJjcOIxmZt4rgTGgKCFR8FlRZRy7FuZzJooxVyVWTTW0nYoCIDkGBCRSUzMpy4IcxyhxTI6wqRoAnE5clzbB1w6q3BsgOyosj1Wx2KzizdsVObhsr1/2aRi/rUv/3rOHJ0cNwygji1qofIrx9vauqWsRA4CqqlWyIQ7t+N6TJ/3YkvcG+sXzi/Obm4fHC5X0f/7P//w//v6b3746n06amPXl2XVZTuKYN5ud5Hj86Onm+SsuinHUBwdz9Hh2dnV4dLjetAjohYOW//DLzw8Pqr5r396trr55VxQ4n0223dWPf3LvD3+6VUFCbbeyOPRVyZAQMYMjcs6JVxB0wMhjF8eszbS+vF7WpQ8FJiEyMEmM4e46bta6OLTZYnJ92w7bnUphBAQKjot5+erLZTD//gdNOZv9T//9CxkpG5q5fjsmF+u6qKcTDmm3TQZionv1b7scJMlsUbYZzq+2zVDkqEVo4tjnZMAkWaTTXdCp0SefHP3i9787fdjsbvPD00pyNgifv7wYWpvO8MmjBTIAQozp3slsu7M3FxeO3STI4/fuLQ797eXdv/3rZ//9f3gtMD64V/+7/+R9t92lo5PJGGNZhWFMwVOU3ONw86Z9OKnvHy1aIVMx0W3bckHooIv5cHZgOaJTIgDLy+WtTMQ3VlUhWVvOwrgaD+cHqGNad46qSfAJtAjuwdGBSv/45HSxOM7G797dXW5TPwgTnhzPPNvNbXsx6AcfHszrpt2NTGxIKYmohoIBhDCkCD6I935ILo7JAYayALMxdcgw9mPwbCKOnWXJMRP54P2em7fPrYqmup7sdruUxXsvKgCUsrIDQBpzHFPOCbq2b6qqCAHNCBAd7dq2rCl4zgpG5IIf+paQq6LgDLvNtih9KPxuHLl25Is49pNpY64yy2KG7BQkm3lxYtk3CimZypP7D5kRhNp2DFw6wM1yQzNxUtwsl+QwZzVjQGVTyCaAxg5MVJWJVDNACs4TkakBKhF53+QxQopCBKBEgGjBs4oQgCNEM8sZAIAAkYLzngwA2IDAPCCB5pzJOZDsGQjReZI4FhQUlYjVBFnAlJQCl5nG/exFRDPkQMF7yGoqRoRv3pznk/nJcZOT7Ha76eFcYvTlFNnDHjJriEpFWatCzhHGoarrkR0C+6KYHh7ELIjsyO26tp7Pcx59dOicOnNMZprTiCamlhXLqhKF/WkU93rg/ckV4fkXf/rjl7/Lpf7x/IUs5kdHB5ZVnQKCRlORUBb7gq8ZgYmBOhdylLqukQgRvPfMKCkpMRHvjd4AoKD7fC0RmRmYEVJgpykOwwieTOXe/CjGsR/H2bRUQyBzrtqux7qsfvaTj3Mac45EwdDfLdfPX7zc7GZZjVSYWRRThK5PgHEvhI+7VBSVpOyrUskEULN0Y7pZroYhHiwOtzc3DRalFnmrs5N5l+O7i5u//bMfPH/5boxpl+X/8l/9v9+u1s6p5aHi2aNnT9+9u9rsUo56f1Z973F922ObqvceTj/78P2jxXS5al9db2+W18cP/Q9/9GC3Squ7Ydd1KYr28P6PDm+uuml5mKK+u7xFV3pvBDmmFIqACHUTdkNXlIVYSjmTkSqsV23VhLIIu23nXFkV4f7h0dDuNpuYBn3x7d3FxZrZRUpffXVz+iyePpycvxlAkMFIbTGfRM3DCOTw4GjW7bo2twyemLxzMqY8pumk6fsYM5Avui6PXUKU2aIMzXQTOxeHowf1/UexlYO3X20OfOUPqZqGPo73Hx++ebUq6qKsm/Oru6urjs2lhq/fLStXmZeYoI0xr9PUF/lyc3JS5lzOFul6deuul7kurCZ3OPdGs+223/Xx1fndk6ePQ13FvhfI3TACMrnCeY6boZc4qWpP2Tj2aRTTnBSGpnB0MHdtP0ZQC0ObB03x8GA6jIlcBvBvzlYfPzv8u7/7iaX2228vr2/aMRI4/vgHp2fvzpuSt8tdSgnYo4JzHmzo+1iVJbFT0tmk6tu+3w1jzsdHNYASMaq1/cAEjjnmMZsyFSkNqhoCBx9i3DnGrKLJTBUA2243n0+Goe+H6J3LOcXYATj25lA5g4iEohxjW1YBELJkQvYhtF3PBbfdkIa47kcf3IfPnkCKaUyZBckYTUSHoU+mKQWV5JwNsd+022ZacIgOEQTAUCypyDgaO2+qKrxddYqpCMHITMxh2K2XwYXdkEQJkWyP+wMlCMEFMwXNoCimyGwqAOLYI5EhZFUVJKNALuqABMwEph4gIwCo/27oqQQAJmK4V1ITkaEQGjIROY/OcmZERkZEEGPyQBB86YkHzaaR0TNxhJwko4lzrAoGQMw5Z7OMzEUZiMwHLHx4+eLlx9//cOy3wC5UE3YBv4OtIACyK8Ugpl4RTYXIAblmsQDnwUhzVqSqbrz3QCaaWBEIEUElAZiBpmEI9Szvt4EmjAC4b5IYEg279ee//5Wk3cRBrosXq7sPDqYzi54RlHJWQgJTJEZgBGcACNlUzdSH4Lxn55BxHAcWqZuZK8skGbIMcRxjzJYJXYyZGVmx8JUkMqLI+d3mukQfkh+TkOOcs6iq22sY/TgOagTfHeTVsZweLSbNp28uz5KgJ6egY5K2T857AY0ZUbPzHKMsl3fz+XTMOWXLKTHbe08efvnVi6HrB4WRw2ffe/L977/3X/3Tz6+WHbO/uL6rFzPe9MahmVVhu5o389Lk/snDi8tVWdbbvlfRsvDPHj8N7eXNbogWb7abr85vYoxvXt7dfzgZBvwP/8OrB4+r9z86DlhIF2MaMAuIrJe3f/vvfqi/bi+uBhE25OALYi0q10wdrCDFpFn26B9RNYCxj8EXxMXddY8kgfxsMen6bdnIdDaJMY8ptlvdZBxh9+B0/uDR/OJqk6OAokOPhfW9mcRk4+JwdnhStrteTEyTRBt20tqG0BM5UYPUz2pXTKYcoC79o88mP/50vm6HbGXN+OPvTX/8vcf/8C9fP3jcnN3sBtkK6vXdLls6PD71XmWU168uPvno/r178/Ww22zT3fmunlRs0O5uffDtenvyt+/3idwU8c35qih5ujjIKtfnF47d44cP293wm7fXZSicg26Miv7mdtWcHqH5xcEkybAbwDcwSHYcyqIWsGkI27vlcitcTo8Pq8u3t4hT11AIBXC8OL+8d+/4k48f/Ornv1vf5l3GZRundXn/oHz35nw+nW1Wa3aFYrp/2oy78a5uY98GN/G+LKpQethst6CYZBTSmDRK0kyWI3pgpjgO4HS1Xs1nx5JGQp9FsvTOu2wpZyFkyHkyrb0L3rv1aktEjn2WkT3HlM1SikmEHDtPWtUeOffDkJVqP931AzOZiCp6xwbJhaofY+OdQI6xd44AyREImqTEBHs8XxqTCq7aNWsX83jY3Df1o6XKTyi5bKOhDClS8JJlSJn3QH6hMk/fvl1tR00KzhETIQERBudBwcBMwEyICIHZB8g5ps75woyBiBCBMSUj+G4VZioSE6IRmuWsolQER5Ylp33hgggRiJAJv0NLERmS8wxsqEZmZpZNHYGpeSA1VAAgyJaZOackWcAMlSVLVgNCydDuVI/hYDEV0RwzIZqksV1XswVqRWBoeyoqOF8658miaMKEk0XjmxmHKguA5Nj3WAL5Kud9tNi7UBAxEUmOuNcp4h7sbaCJGVNOxI45ACAivnv5arfa1c1BXHWoRZ/im/XwcFazZYcgkkJRIgAiMnPOwoRIMI6DGFZVhUjOewBAhLIsc0reB0ACkKaps+qYxTvanzlK8u2wc4QZbT1urtuzOTW1kCvq4J2ZIoCnsF63VVEjoyLFJM6RI0gxMaJDePbodN2/HkftU+xTUjSFKMnQKhatizpmM5FpM2n7WPoSNFaBiNyPfvBB13Uxp1/86velg4Pjo6NJVTmvQF+/PT88XhwfHH7+4mKQPue0bYdi2lx2/W++eH40rT56+vDlu/Od6Ldny+s2/+J3r//9Xx0xHfzTP36zmFZNDT/4/ulvfvN2HfXlt8vrq7fMxXvvTf/mbz8cxvS//F8sXj1f//7zF01Tvfewudm2wE5jFtWMFEWrSTXe7ZgIAGIS3F9JCCRKOSnRbNfp23d3D2kGzoY4+sRtl3O2PBqZtOvym/XmYF5MJ8UwSLcd1qvtxz98vF5fBFfEMd7c3j54fPT0w3uv31xvVtEpdzEDGHtmcMxazOumDn23/PDJo4Opn93jPvabXp//dluz/fjTe69XV4+fTe7Ou2cfTgWby7cvCd1uJcvbd0iOiNmXb85u27z1Fd87bgDsbt1mIRXrNqJUf/nl5X9y/weuqVzpmBx98/JsuRt+9P2H3Wb59fNX7z1+9PF7D1M/rpebPGQ/r8aufX61fO/eMW131zd3D05OSw/Lfnd9t62LUHosHAZ30A5RHRnp+w8Xn3+zTrg4muFsXn/o3WQ6ffn1eUp0t9FNnxaH1fFBVXi3WveQN7NDP4x5uOtmi2MdIeo6Qy5N15vOVaQyoliMksHNGjf2/RCBoZjPCuRESsS0HtqUyZGDYGBOAVPqCAMCjCIhmOmo5DS69bBBdowkORPxMEBMpnl0TCgipDmTggxpiDkqUxqMcsEFFURdTGOOFRlp7rsuE3vnDThGM9GUBwJwvsxZppMi5cjsZ5PQ4Q4K7QZbr9YFFIr65L2Hm9td7oVIHVJKuS6atuu6OBLjwbT2xv32BrJznoGAvHfsSiIzURlRERlQhQkQOPgCvU9p9J6SgBmpARJwHZwkUHEFM2Ha01oRVRIwGwKBOiRy7MjIDAGIEBgkpsBsqs6RoTICEiCAp0JNVXIGdK5w6DISEQVSZEzqkmRPACDZzNSQKImOcSQOZgyQDw7mlrRdDfOTUlLHNvsuQbHPQSEa7jdlrAZc1EUzbXc9scsxMqNIQheGblc0U2OmomYfLGUwQTRgJjI1gWyEYjKqIbMDQCTT2F28fv728upfvvqDr9zp7Ljd5ctVnx5aCYwcnGcmcs4n1aQZsoaqELPYDmZskiXD3fLuflN5DioGDDH2TEVMOcakomNShDz2Awc/9hEJyft1v+tzf78+OZ4c2IjsXTY5mMxXy63mFFw9ZnFoqCkrDi1UnhFwhGEcdpNpE0Lo+9HUaRqaqmp7UQNgC3W5aXfReDUMB5IGTeM2lqXrAIIL42637tqnj+7PJuV2u73b7mZlPfd9mB19c7m8W28PpkfDOHR5IDR2AKqbdhkA2268Wq2MaH5S3I23v/39EsHdLPOTp4UmOL1/GNP2y2+vtrv2yQcHXZuQ3W43nl0u/+v/5tdC+d7D2aSezSfls2cPlLrf/KG7u4mkCEQZcLnqppPq7mZtwKCJkMk7sSyggjyMQ93UlECUt9sICt4Vu1UaOiEitn19Bvs+r4CKIJZtviiZMkJuKuw7IabKz24uNmnIx0eH67tLECmrgMT1pDQGYk9ZPn5yKnKybM/K6qB9p8xwubLLVzf/u//Tx8nhzbvl/cPDz/78/f/4r5+/erOZH4TNKhmiKViimFoElgxDJIv04MmiPnC7X8bb9e6wdhagzTD2+d3zC9ep9bvtdFLcu3fo/bDt+sV89heLo7os8pCIYTbjxG7d7wDw7OLq6GB2OPEGYNJhrrpNjJmKIp0cLtDs6nq7bWONbIgH96cHN6tNP1QH997cnM39/OrNXVFMbjfdatx98OH91ItFGfJQBVjMm+SG9d3VDz+8f3txOT++31qa1UWOGYtqO3YwdgbFkIUL7neRVYoQMCuDSMoG3hCu71ZV3ahZyupIAYDZ5awiCh6AcDqbMkJWjGIpRnYVg6HmzXajyL4oVEXIestEigj9MAJgFuHKFGQ7jJX33hs6DjR3xgXRkKJ3xRijd5wtFxBMIUeNkLN3RKwx+yIEqmKURb3gWFiPZePurpez+RSsb7fZhzAOG++YGFENDTebTWB3ddsreFMJnh2jYzQAFVURH9yePYiAxCwi3vvgHZg5FAUEMwATy+xAsxIGQofsURUsmVISyV4KIiUWMITsXEBCAmMk8l73U1lDUkBTQDVEYs9iYkLeqwkRMDrHzOjG1DsANXPsldRMEZGQAAAJb65vl/fqJ4+P3nvv2fnb88PjY0Qv2TRlLBQAEQlAco7svXcVeU9MYmZAwQd2LnYtIzsOhEgIaRyKomH2hB7QLAsiEjsCMiNikiwpx7KcIJpBJsTLd2+//tOfgOHffPZnBcPb28uffvje+dtXyxSnZTBD7wokEP0u+YuIiETozQbVvNttPvz4403f9V038Rz71hcFe05ZnCvSmMy5FDMM0WBERFEsGn+zvQFxTisj6bbZc52iedJhHBUhi7h92SwKkpnuYw4kGo0RTFPc13kTG9e+IvSMnoPb9e0ujnVRrXftJo6rXezGbbdZHt9//7/4r/7HB4vmo4fHXR8vl2+njX9y1BzNJmAZwr0/nvdj9HXJN+sll3WRC4BYe/jLH73/z7//xkCcD9ttn7N1q91f/ufPup3//edn787bm/VzdP7txdVkUuXbfHZmt9cb9Aas4Nl7jw5O5g2Lfvv12aSa//4PZ5t+VU3Kx4/q1EoXcxKTIR09mi+r0A5q7NEZqKKA80WU5FSSG6Z11bYRsoTCDzvdrSMCI4sYANLQx6KoyBN4tBwljx9+fDIOgyey2rnAcUw5u9uLYXUTC3bNxMpZNWaf0cyS9NGBfvP15c3tenHfe1p/8snDsix//YcvOs2///KGwO4t5st++OJ//Prp+8dHs4Nf//ZyPvftrhtz9KZHx4ukEvOYY479eHW1irdpdlxS0J98eu9mk5+/vP3xD94/nIPr+9EVYejHm6uLmCRKnSMcVDgpUHMEAvQ8KXExPcxqqPLlly//8iffq5oo1oWyXEzLq+vb+ycP2n64u2u3u3Yya1Rtu0pf796UUx7V/uVfXxwdNgenrq7K9bB6d7l98t6iaejydg0UTk9mBG0/7LJgXdc1ueb0ybfvLndp/P77T1Kfcr+buhBceHt5rQjTqrbRmio4R8GRQ1OAYRx8cGNMs4Ufx5iScO3Acgh1296pwaSqnDex3PeS0dUHdb7ZAmLfD2Zp3xhHBdEsltUhQ0ZAz+Uw5HrSeE9dSjFZGZhDAJVt25ccbARjzTbEPBzfP/WObt+tCZhY2WmMmRwAco6tAPcChee6nObYyagq/Gp19uDJEaTcDQMzxpizpjIUOecoG4GqTSlh9shgAGIGlkFiigzogBAJTZEZv0sVsJkRExBCFGZKSUCFHKgoGjAzEDJx4SGw9WMeU6qqwISqQmhMRoxkwKrMBN+hVhTNGL/jJDhAcojfvXDRdN/I9OycY1ZL6thgv+mBfarfAIaUk4JzxaSZEFnMQ993IQRHDCaaR/KC5gD2uFUgX4a62q6XxRTIucqVSJRFyDSnrKaTulIOXBRADgGzJCJk5wHRRJiZCE3QMbNjVUUTUPz8N78a4vD/+sdfzA/u920aePe//Zsn1fTwxcXq0fSUEcUU9ykCQAYyhX3V23sfY5zN56LS1FWOEcyKoohDD2ZczDTLere9btvPv339s08+Mi1ESVJKuzGOkZxHhQY8KBJBl6yVtFxfl+UseBfHjhDaYSjqksA8kpkoQIwJMIiRgQnocrcOReUNs1g7du3Qb5erh6f3ttu7rhslpdVmjT789usXwfL7D49OjmpzB//wr7897IrvPfpRXYXB6p9//ebX394igQkh+SHGkkNVTVn6OGx8mBS8Isx9nxy5UFXvri6efVL+629yFZ33RV0OICYZelMMjgKl3uIoBgaQx5RQw7Mn9xxFVb297bgst+thdjQ5OIKPf/TgT5/fXL0b3r5dP3n68Le/f2VmqgIKhKSWyaEqMHnJQmrTqhly6tqE4ExEDPdbU1NFjq4sk5oS5aTb7VA0oZ779WVXop8vaobBeJjNWJmnByEpywZyTnnM66teJd3l8dOfnBzcc5WT2cwvJtW//ZsPf/n/eWPRnZwUfZZvv70OWP/TP3z7g+8//rt/99GLb+/SeIyUzq9ujZkAggRPAAhRxdfTbdflKN++vH11MXSt/RHe/uCT+3Q04TrA00dHH7x3/Bc/fTZh3N60Vzer+WzG3mIaVrvBlQFA2OVPnh0/O/bnF2fBTS3Tro3TiX90WnsbYt7141AVtUe0BLDmtPPbTd72u7rgkr1BCoW/ue4+++ypN3dzuQGBwrv9HikmvL2NgWeIvi7cw8NFodX1ujPiWVWywsX1ppe+LDlg8D4YsRIDY5bUxwiOuzSKZALzjI7IJAPKdrMOgSd1gAyzekoooax62F1uLoFYUwRVUMzZGIgMnHOhqhw7MiQgieI9e8IUO+TUNEXKI3r0hYtjvx7bTnNZNWbAHN6+u0LHH3x64qsMRAY+m8QcjczYzNjMidEYlcvgQ2Ga1eTb1+94iqONOWNOWobKBOKQc7bNrt90I3wnVyUCp4IiagbEjml/4SVmj8TBF2CKpOgQmJ1HA0EEVEATJlWNhMAOidAx+oB7LAwSOocARgjOsSN0CI6oQCrZCofBIZgQYeGdB2QEQPPsHKAjFMmEwiiAysGF4JnZABCIyTHxvi8lyEOWzaYHcbv1rinLpi76YSuSQNUgIyQzAzEE9D6wL8j5ST0Z2m4cRkEEH3zV1NOFKz0wJlHyRain5Px+a0nkECjGBEiIaGqI3vvKjAAQDNrV6vbqzAf78Q8/3GX5+mazG/w/f/P8D9+83ax0N2Yg030ZBJEQPTvJey6DImIIRVGUbddtt9tJ0wCiqjGjaBSNADLm9Pf/8otvb+7OB/nD66vLYXUt2/NlF6yuiSaTUskPipfL9fOXLy/Pz0qHATJKQjIEdeTimFWFCEQkZR2FouBys1XV+8fHDqnvhr6PSXS53jC5D997vwz++Gjex367uZ1Mpl89v97c3P37n/0QGDfCl6vtwcnsvfefvry8e7vT//7XL//1y4tREBG27YiZbEwp6jhq8BNuDje78Sc/+njaFOQoSV538s3zzWLhPvnwJGcc0tjMXNVUk+l0iAMwDTEVtZsdFdODAsjqshJzX3x7lSL1bZxM6zKQDXjxZumRDxb0s58dPn2/vjpfpW77lz99iAmcwrTxRYEE5pCRqBti2w8CFqO2vaQkbm93F1VRRCyrsqycaZacU8Yxw9s3q6KQ0wf+5LAZNvr25S0KffD+/H//f/zop395dO9k2lR+VtHTB9PPPj362c8ef/Lhgx//2Ww+1XEtdXEYR44D/uj7H/2v/g9/kYM0U59yancmOU0P6l/87tU//IevpovQpdsM8emHJ1TIbMazAqtikhTevtt99fmFRfzww0e7HeTBQO3yXfyP/9237vj+dLfrMY4bg8vlOpkezMsf/eDxrl1Fxcf3jt9+/rUAqiiZhGP/4x988OpyZZiaabjb9jwJJweHXezacThZNGNrmj1K7pMgudtle/JwcXIMs+AfPTh4+/byR5+917Ytan708Pjy7Z0wb6KMcRy7WM0aDwW5atf2ZfDT0uVx9PPptAqv3l3FKMfTA4G42Q6zpuz7ftjliS/rknZdP6lh1w1FWRHBmDMAEPvZUV2Y74ZhvRmM82bbe4B22O22W56EZMkB+4JyUmTq0lh6H0qPpCUxUWmMDOqL0EaLRiJj5cu9lI48PXx63A3jdjMo1L6gkFBG/NMfvv3oB08++ukHz/903m4MSJghdZEY1Q1Iuc1bNZ5SyDEn1aKkXTugw5PTRXuZmT057NuxH8ZQFN16iAkIwMiASRE8QhYI7L1nA7FkzqNKJnYCRKQKpIiQAYCQzHsHIhDNxJCUCAJ5NAMHZSCPHEeBGhGQWWn/UlJziASKCM6RmUrOZemJMDCBRzFj9CZKZGaCappHF8gxJQZLTgEMhAz2yBIEA+U86u3tesgxy7i6i9WkVrWxSyH0PvSmUxMBb4A6jltf1iFwGsdqslDTdnlnBiFrKItoUs2O8jiMfeeqGQJqHE2ViQhA8ggyAgexgOiMkJxTNQNlon/5h//w7u1Zm/XF2XozdoQWk7u4WP3nf/P9q/Or13e74+nUs+7v5847BVAAMyPHCGZqm8326N6xqohlBxr7rYzRNxPy2fkqmZaFX3X4X/5P/6gxPX6yUMDtevjsvYcPj6cVhFevLyzxo5OD7733gJWLElRYyZwL3XqXMioC4V4DFPI4ikGOeTGb3e5acFzUhQfYbLrpvFaYOvZ91xIJOnVl+e3FTd+lmyH96KN7n1/c7Nq2nrS7zWazWt9u8O3Zbcp/3A7j/hnLQGYm0ZgkxmFaFX2m/8ff/94UX7/DoqiOZ3Z6dHh2fvGKJ6vddWYcMmonRU31pBiH4fioqXZ2e5MnC+dL2qyGIrt+02+XlBIgGhPKOBwclk8fni4a+slfH6zbod9df/jBcUHHbX/19L2JyPubzXq52m42woCTSdV17RhTPa3IrO1TioCAKQshIhIiFHURmsBsReW32z44Z2SIsN1Z37cff3IytvHsraxs/e0b/+q/3KDxZpPimJmoaOQv//pZ12s2nZ/MOViRJ+cXyzdXfSj93d0fN53tury+uWwmZck0DvmDD4/7Uc/PNzdXXzYzqhZjyGvPOivnkcmx7yLFhKxwfbFd3e7+07/4M5RXLy6uq0AfffTQffn28s8+frQ+X3VRffBPnhydTGeru6sMnsFdrldsoJF8RcFb0VTjd/sDxCIs3642l6uffvr44t0SffHwo6O3L9+hTTKEbVyvVzsxDyM6b48/mHzz+Zt+kLYfDxeze/ebrIkLvlqu86gffHh/MolFUe5u2+XtxoeyG7eLw4ODxjc1v3x1HTUenTRxO0wm023boTMHtmgql7EdZTo7KAhvV1vP3rOvQlGW4eXFbY9asuv73fxgfn1zATB/+t777y7PT6rpeth1Y+/Vp7EV1TFqcJUp6phHJ5UvkAxQifXm9tZcIwDT2exg1izvbpPIdjvUE3YBprNyG9fTatYcNk22rvVf/vHFt69enx4fz2bFdp3N0NAACCB6ht3Y3m52Ku6zx4/LqO2Qp9zArZ/eq5un+ezNdaOzxXTWx1HAtn0cVdk5E0CgrIk8ARgYGSIiOgLJwgUjE0I2EUDc86AUYN8F3VsMvqvJkrJnIEOCMSZglCisikwCJEkhgCcjMDU1QjNF1eDYOfxOf01OUjYUACMmQCrAGwIBO/SImdAcU1IxQABWIyJTFQVQg/V2d7O8O5xNPPp2N04PgxqMY+/2AF5TAMlxbNudWUmIu2H03iOCpGG5XFeTabWYGhGSd97YOc1RciLy5LwBGmIIRRZzzKqGiPsZBREsby9+/5vfbDe7s013se1c07gSt+0mK31zsXv14rx5djDej4WzrIwICJRFEA1MQZCZxLSeNJLz4fER7peipoYQx6Epp5Ikix4eH64u17utiOXbu9FAxyy/fX375cvLj04W9w+m0+Oiqhx4t2m1Uvr9778+vT87PZ7Wi7IGXrd9MoMYgwuB0AHcyujGMI66giHU9HZ5fXxy7+L8bl5x5QDQtdrt+vZoUW9uNh/94IPn//ivX78WD3C0mL2+PL93etrUs9/84bm5oJoAIXhOkhGB/J4PRkVwoYB+jECGYkM7/JsffLLbrf/sR89c+dn/9f/+86/+sHIlH59MA5OyANtm1+laTV0oiuurDTskhhAwOZSszF4lO9LT04PHH55c362+erU6/ajyjWpx+E+/uFpdQbvbffX1XeGL2aJ58v7Dy6ubHDM7pR5KXxhKWYc8QtePjKwmakZErmAl7bseRXcb4sDBaxQYUzo/23lmj+nv/rMP/tv/5ou+j6tlNgMmQ+QYk+fsE7/4avf8m7vChYuzWyE8uTc7OaKP3m9iGhdHp7/4+TuvYhmd5E8+PTTgOlQnfz75/Kub9W2XUqcjZqBQubvNKC3mvEbOHrEHQMXc6b/88nd//lc/uVkujw/qPm9d3tqXry+ePWiaXHqqTPS3X7zabdvDJnz08UnO/Y8/O724GAYUInr37mY+rTLpZuhzp9/74OGrt9d9P45tXhxNr29uju+fXJ8PWdEFrLkA4zLQxcUgcJFSOrnXQHKILpQuj+nyvOWy+OSTad/3Fxeb+wcHRWGhLK+uthT4+nr5vfkJY1IvTaj7VsxwtWuLmsahCx5RBuYw9LGxkLLuhuHx08ezxSSlcTOs2vXdpDyNIiCwWd0+vH8SePL5l1+Oik8eH9+shj++Ob93b/pwfsBtqh11ScSMxDrILgSNg6HGfjRgQGBAiQIGyNh3fTYmafrtDgDRhc3FmPIuTNDN8P70qJTw9u7d0eFpl8aiKo7u189fvDuYlZbMMYluXpzfPTg+PDICcwg6n5UXFzfmywfvPd1cLfMYHz28t9stVUSyEpDjAAgGlnJyzKLCimqGzISEQN4FhKxgJgKqZmCEjl3WEREcsyUDVUZCBCAUsbIo60K2eRDV4MAzO8SJ94RJYtQ99xDUO/bEhGaEjpEIvWOzjKDOESAjGCDm/aHe0DTu+4j70SsiARixsXM+8Hab3r5bnhzP0UVNCUzT0BmBpmghIxkAtKvl8vqKTg7LqnKhHPsux9E0F66UNGquFJmcK4Ln4EWEEAAlpx4QVRXouwwWmCCCqQEgEfx//v7vn3/++ZMnp6EMiI6UHVqOcafF//RPn4dQfAWrv/rkaRHQmduHnRFxz2xEMgBkFwy564ZplsJ7JBJL6B2T0xSzRVVu12bqfFn2m5HVjo+Pvnj1qu3G90+OAYpxwFnjxwG+Pbv+49evfvrZ4zLYJ4/vr7ZbNy3A+dT1603fdcOTB24S0NTWKd1cXOVhHHN8UNz/4vmf8tvNu9eX/+4vP/hgMel2XdR0dXv95OFjP69LoicH06t1+9cfvVcVRVkWL8/P7y8Ovv/hoz+9vCAgMOjb1hh98DM/+eDxcTHhf/zVC1eEfuiCd0i4HeiXv3n+t3/z0dndzf1Hh++/d9Sv88cfPGxlfbvqr++2gL6oSpE89skkikoIBJZVCdBRyEXhNzddGUIxha++ebdrx/ffm/3hT+fbNmeQ2O8Xj0XX5+1mXG1GClbWHoByTLNZwSUJKLMTFecJC8xsvmAfHBL3/bhv4o19xJh4VrELJhhTSor/+MtrJ6uf/OT7v/z5c3bj2MU0CBIyKgLlaO/e3BYF1RXff1BdL4e763a7povL9Y9//HjU7b1j2K64rr3DvFrt3l5sh504rA7uVx997zSN6Xa7ascsl93Hz6YvNG7vhr/40SfPX57vbjvvMFR+AHn95tvvvb+IqX303qmrJnQ4bdq7xE5Pj6rb5dqR/mf//i+Xq7M8i1UM625A1jgk0eR9FYqwaleYChvxTruub3fn8fGzB7Ft+x1stndmlIRms8pH6Hbx7bsVl361G/78xx90y6s08JjGyUEBw3hvUVWzmVdY9uPDh8cnkyJJ3mxlvqgPDitQnU9m693OShnaeFAVzsGrd9c8O3Bq7F0ovAyj6pBzaPvR15Plblh3o6RU1fhXf/WDd2+uuqzHxwe3m7tR4ez63bbblVi+e3l9uWrfrjcyh93t+GB6MK7WRpzMWOHF5dlff/A9F7MZOApIabNdNZPJZDLbtW0/9FmsHxPIxiM6z1mjpITk+j7GvoPsCIEWuNwsi3rhJkUvWw7iHETRMtC/+cEH4xC/fPHmp48fo9rBYtENkQnXq/Uv31388EcfxeX6dnl99Giy+V2PzhGTopoAmQIBMnlGR3tbid+niEBAbG/BUpOoGcyzGDignBMBlM4RolAQMDQzR2JQs+sQB82VLyxBIEAZnAfHaGpg4j0wKpmiMVNAMLBcOCdKYkIMYIiOzFRJgvcxUYR9ux/QANAI0FT2w89xTJv1Fp8dsAMFE9HgKMaeHGrssVEABcnrm2vpd92W0jiEsnBmnkHSYOS4KJgJRAGViyLnBOTKqhjSwJbj2KtqUc/ZFaqJmNBAVX0IZ8+ff/nL3xWAwVOfx93QeRHREdlAlUH7Mb1d5svNcNBMLJlZoiKYMpM3QAUFMO/c7c3dvdP72+2untdFVRfVQRpjGrOkXNalR3IyPj0urtdwc726iOvNkDDT/Vn59GD25PTo9uLqzvGdjr/4w1ddmx+uD54e33t1uZxN67fvrgMXJVExq9uquF5eTD54NixTP+qryzsztBQH9yqH4uX5tS+sl/zi4u5wEZqifO/hE/SwZomrzfffe+/yd38yj51ENT1opiA8pow+oGYyKIrJkAdJKSzoenNXxhIAc1bNkGJfVI1nmNSOJNYFv3l+9vjRnNi/frXbtELoZs3Rrms1R0k2tAMZIrHz9vDh8W7XAxfgrd31VVOW0/rsYl3V5dGxK4Ih1OurG28wbJJmnh9WWueYWU3rqlrddohklqAIDp2iEoyq9J2GzbErgoCMbZ/GXJWlmBAoKO22fT3BchIATLNPO9luh9/+6lsXkKwYLCLRPleLaMykScvaFTNa3J9FciodEd3djr/75cWDe5O/+PGpIMXUpKEra3j4/v3Pf3+5uok3N7v1cvvRR8efPnvw1R/fnh4dGPUpjo7c55+/a/tsg2BjviQfmjdvbv76Jw+H0b98fuaooNmkHja7zaqbTpsHj+69vbj501dfrbvN/Q+Oi+h6kbvVknxzsKjvbkcrUjno1fkqlPXG2Wa0R/en2+0qCal4I75ZdovFpJLUd8Oqy0nktHafffB4dbX5s09/+PLzV+vo9kSrZuqLoF0fh5jvH5cKenXTjlGm88LA6qbshv6b52/K4+r+dKFiRe2fPD1cbvBoWmWNWcxAiuBMybgInDftpinr5c3Ne08fLld9jpJjvt52o+C7F+ebrvUUPjpsVOHt3WrTDfFtS+L5fWf9uo05I23SbiXDcuwe+MkwRiULhQ+jj9nUmIEm9cRxinnHgZCVPeoYirq56zfD0FVcmlJzZL6oXq3OD4/RqXUXY6WNAV7eLn/6sw9c5z44fHC12gWmw8Oj7Xa33g3vf/z41cUfNiP94rdfFdMxq26Xt+frDbmpggI5R6Q5m4FkQcdq6NgbgTIZKOTkiAw0gwABOiRElUhmAGY5PT6cDkNcjqaOHIqpsllZurInNfMMJJZSVkW3p/AikxmiIeDep5JNENABEAFhcErMThRNsxF4pOz2XlUPbEkEQPdrHzPz7J33qU3ogmo2Jch+2tQIyI7ILMXWpd6HucZ8c3kWh5F3nZTiGSn4ejrlEAg5g+5xKdPFPMeIpL4qDInZoYmKMBOCAhh+V1RFRDFNv//nf705O2dfzZr53cuzMfdqkpIw4TgOYGgQd+Z+89XbTx5+apb2ynFVJXaqCmIgsR/yZLrouu10PjEBE8OyZnVp3KL3SD4n/fHHH3KN/8Mvv6k4HM2KDIie/vbT78nYr3er0wcH1237/OrKOfd3f/VZu22HNL5+ccclH50samYzqZuCfb1V+a//+ZsX51ez+dGuHaNkMFh+9cqXyIFzltv1zvn7787SowdkgN16q56GrmebOV98e3b98fvv9zdX23687HIk9sRmhoWr61paHbY7Q1wOmcYhVDhmI1dCn8Z2SK5Ax3/5sw+StEX96POvLl69vklKRNRtd0CMBt2qQ2CJikSakob6/GKrCFlS0/jDw8mb9ma12h5M/Q9+8Pjr52/evNu6ogRVUTIwY+tjZ5gJnfdut+v2UQHnWQH7NmcR5wANJKOIuuDVQAZxaugIQEXFADwjOYYsynEYI4EVwfkS7pbbovSqaOoQ1XmsptWYIhGSZfXOwD3/8vr733t/u37dd/FoUt87oWpWvng3vr3YrLexcPDRh/eixftPJ9O51EXZDuN26K//cH5vUT767OCPXy7VtCkxoTDEYu55rzPKw2w++ertDTHEhO5g0Uxnk93y7vBwPrZjLN1qOU4b9/ThSdfCZtstu+WDxQS5MMh9ipu84VLu3y/SoDe3N55d14460sW2BXWeJlVdLNd33eg3vTi0w8P68cl8u27Hnn/3xcUPP3uw/uc3mcoMkE0d5U5659xu3MQdeNB7D0+AcjMpUhpfn6/J+8fTmZ/63Xa7artR8HYtB5NKKY191i67sgYSX+HZ2W3ZVOv1aj6dqcDNphuiBfKbi010fdeO5PjudjMsTm/vVuioLowLh6NfL7snByfvzaqXz98Mg3qHgcExMjtB1w2DuVKJkgop1KEc+mE2KYjJErTdkEEUipvt9mg+zTGHCSDy23c3LbhDxLfLNwu6Z1vFigH8+cXtUZhPqvluEGG6Xa37XXfT7SbbajN2v39x/sH7p0dei2p2fpMNAxnkJOwD2HeoqpzFTENdA6Fjdi6YmWhGAkR07MxYERCQTEkzEeXU/vCT99uu/9XnF4ikRGZYsYvOCu8AlVS9gygZFBE9AjISgDAjI5kZIQioGgYuUU1BiZAQgEgAHTEoZTQzEZUxRYSgYLaPjiHUZWGSnQN25Hy52bTVSXN9c7M4PizrCvc7shw9aM5J0kAOyzIgQzNp6mYOwZfTSe7+v0T9SYxt23aeiY1izrmKXe+o49S3rl7Jx0dKFEVKyZRkWWnZTluphA2nYSMFJCBkxw13s+OOW264Z8ANA24YCQOGM5VKyaYK6lF85OMrbn3uPfU5UUfseq9qFmO4EZfwbgYQiIXAXnPNNcf/f18b6hqTZ6Cu2pAhygqRCESkLvnKOaeIKQGJGsNREgJY1pOnz/7i3/+pgEaEIuvFKpXkkEwCBSRFIoLMoOllJ5uqaqRvUBARDWhkVFRBoBgVABBTSolpkEIEwJTSrT9HAARkU62+fPzszrvvvjm/evRw993j6agYv35zmnw7Hu9cb5qLxebwzt7OKubT/rKr56vNnf3+4fHuN2eXX376DJ1LvkUAQNMvM4MwW883qcuIEciS64LfLFpkg0QN8F/86rO3ju/u5jv37ubPKvn62zeYKMF6s97e233w/M3pdLc/dRi8+eJsRgid1yhdTN4YYzJ7ebUAyvLMEBpG3lYbVFUJaJ2Su7qp7tzpg4HheHxwUK831RZ9bkerbbtd1m2dEEUSJFE2Jgp0TRCAtg1d0zIKJtnbHX7w0d6zJ+dVJZwoyywHQAUUQkz9ftE0kBTqJsRW+fYpLti1XlRjEswsI0qCFMT7hixZwN7AseOm8SZ8ZyS0OXXB+41IVIQE3ohg5jJGMBZrCZpUkmwWVQJNzvZGfSqMYRzuFFer67aKqdK3fjQuJng68y8/XfpW0KYic198eQkpHh7tzld11V7mZSbqnQJgtvr6VNCNj/qxaqqgObteQexgf9Jfz1eXs46c9goLAcx4p1itN4C5In//o/cff/PVeFhm3GVRQxsPdnuH3M+ZgLRrm7zYblc+Yzfp53Wz2NsfxE5X2zAtskcjs01xFerBfu5P07YN5My0X/Sc9bFJNqnY5elsMLZ7d931ap0isMm3rczWfm+3v+1qa3qHh3v1dstESPZmNmti2L8/hBj/7Z89ffDJYFRCXHOPdba+3pmW4+F4PVurRs4Mqu6Mh7P5nI3rkkenhtOgnzvLIXrLGZJkfX3r3u52dtOCHBxM8zZdN1VeuMJKb5ht1nXPlfdLrBankWhdrw0isWtVg2iW25B8qJrO2UVI0sXovUTx2KUibppu2BtnjpOKRVvNgk381Rffnl4PpgfGu8wBTu3+uBylbXbu14aNzfh8PeuZLELEnFtoDh/tXsQKnZTZ9PJy+8svb4wfIxokvBWhKAoiGGIiAgRkQiZQAQUFSKIIRES3slZKt5YX0CRlzof7/eHo4MWLi1UQL6BMIloWRd10kgIIlJmxIJoCam4QJYTbtZUQbuVXkCIREwOIGkDDLCCIxMwqyZBQUgURSQBIRCqEiKIMKiFEJiis1ZRevTl/69FxFEGCqqoFtD/oIyhhUgm+3moMzjkA7fX6MYbFYjHa28uKXqjbtt72ej22me8aTqTENv+uj6ACZByyVeDvTJUKSFqvFj//1/9qtVigslpfDrU3yPpxuK0bQm6bCtExE5IA4+mqOp1vPzzsJUkMzIYYQURECZFiCNvNejwe9/JCU+rqushKAtAUHXJqI2N88M7+i/Ond/YHNjOPT64Ph93+0W6s29W2rXxcL6t1Zy+XjbMKtVeDnz0/mfbGZVE45wMbIW+YjDWi/t7RkWp4cXHdmnzYH3R1nSR1XXC5LbL88mq+rluPeL2t7pT5s/P5q/NWEmTFtsw5L52YdHK13rX5qM97u8Ob9RlaZMWyLOqqBTJd5wm7g50Bkl7fbEDSrTKOkNqOfvXZacQHPoVvnrxGtoORs644eXG63XZdFyQRgBCiCjBTkqgCTd0xGxWdz7e5y0NIv/7V69G0GA45hWy8O11sV6JaDAiRhqM8ptRtvSRERVANIQASW4pRQ6csApZCl4hYomhQr2K8prbtusBsXWYBEhCxMagps+x98j4m0Sx3yJBSIoMKmsL/37/ufWAUMrzedL1+X2OiDL55ceW/cdW2y63u7NsoXFcp1LFwvFwsEhAhJu8ZjKiuViKbyOwlogRQIscQY6BhvlxV0/3R6eJaG+pnPByp+eKrk0zdeFB+/IOHF1endSPf/9FD8F0CHEdZt1vU4uWb897QpthQBm/fP3z5fHt23a3WzY++v3v+fOE9DffLrunW25atvng+m5T07v39b1+/4tzFrskdKWtW2ozcybPZJ799fAh4djEHNUlib8Kz1RV6mkzsq+vLYZZr0BffvMpcnvfMbB6uuqYsTTnIMw4nZzf3du7kRe/gcPfJmxeT/b50salaUpMZ3pvstMGbgiETwzlF3up6aVpEUYtV2xqHYujFxeJmWd2/O/j+nYcD5/qFIHXt2IEkw+awHtar7fHO4WDn6Oe/+bQ/Km7m2918t6nrnskfX1w8ubx+f/9ubmnvuHdTb6t22+uNC80ypg70+mrR600//nj/ql2dxS53w9WqPtoZrkJtmFvfZQOom0pQqxRi5zmYrN9/NVudbG76g+Gmqr55emXJtbPQLyClzlmLCAgYY8ytJUQkMsawYVUVFQQkRiIF/U4LqIDIoASCAARl3ssLd//+3f1x1s47VVagBMhKznDTtVHIsgFJCGAYLcKtNIpvJ2GEpAjIwgxGQZQEEeV2kVdEQU23CX66rTmBgiJTUiFkYqNIKbSEZrupj4+OmsanoYyn46re9vpljIGiT7FjjSl2mXW5dcwmJdiuNkWRR1+nriUERFmvZpOD435vGGM0LsuyQkQlRWutAIoSM98KGQ0Qofz60189/fprRbBIZZYv1s2z0yvvSmMyNhS9EBAQKiWLbMvxyXL70Z0Bx4AUjc1iFCIGwBiTSGor3yv79XY7tMMUwUBarRahqWA45qzYtOn5xeV733s7e/bm5emiaQX6vXax3ekPb6Kebqu7d/ano+Hldtt4FIqZEwA4WWyUJLFW1ZbQOueQYdXoXz45RQ3He3eWq0Xnm16/3KzXEqSBNoVwuDvq3SmfvDwvP3nwy6/Pzi62u9Px9fyGwQSxn7067Q+Lr758uVuODo/G18va16IOu+j93CMYdvktwdx3oexnIKksXEwpekWg6/l2Nl9/9vjl0d19Ubw8v66aOnTC+h13l52NKYAIIFpL1kLbtBoFUYyxitClVM066yy5Wj3G4OttLYlCCqYEY7LVKrStajSQAjOnRLfmkNCllIQBLJOqeh8NKBOLCjCHLhICEyFK13hEFImSVAnIgmVLDo0oYIqqSMwiCURRrXOSorWEqqkNW/Cmkc11l2UGCerKKwXD6DK2GWHAss8apPOeskyjohiFgFYfPDp6fX7tNxy7DsgSm56JHzzaW/hNg75r8PR0Fbd6POKf/mjy/venZruFDz44HvRxNrs8P7kup/nN8np+tnl1vuj3h7bEpq27CHaEpGpN/uLN7GrWXS2a9z8agfX7d8duoHXsEsrh0e7jFxfEnA1Gz15eU15OpznGOJ30VqtGEapNLQonL5bf+/he7Oqzy2rWCBUEQNNx2bQLKsuLhb9abQmLh3eorjebztrcuiLfzLvBTn5/es/4oq309PK6HBIxOudOXl97gE3lp6OJSSYJmVLFt20VZ2lDFIejrJpFFqMCO9Ps0d3Rzk7W69nNshrtFXlZ+K4NoU4YTNabjifbpuui/Iv/9x9vjX7Uu3s5b3y+WSe5O5VX12+axHO/GZGJq+u9O32eWwN5vUovfTVyHK1upf326c3lTTs+Hj/+zfz3/8b7FsOn37z48OHdLNmz5Xa9aY/37DDvNSvJHF4tF4tuSVl3ERa9cuAgf/Bg9+ZMFjcCyARIgFFEARIkQMpMhsCSgBmDxIwzQ4Y4SfKgIqrGZoSGxaQUEnYpYkrh4P7xJ997p/rlk8u1SpII6hAsQrodAakatqqMRM5gkoSIjolRkUAULRm0jAoiIOBBwLkiJCEiAvIhWgSHgkD0V+ovBVFAMsYQDvvZZOCapm3btF5vd6fDrk2j0SB0LRsFb1NT66CLobKOgcHlRZEXgag3KLLCSZTtegWa8sIZ54TYlFlWjKwrEqCAAlu43b8DCaYE0ZC5Pnn9l//uT7bbyqBTjtNh8eqqnm+FcwFQlUhkVJAQrWNnDbF7drlsPjyy+B1gSwAQFJHQsDNG2s57H0Jbb2Fc7qUYGFUNKQABtRIWvv31V88260ZcBk21uzvcLweZc1fXm/lyM9jr//qXv2prC2pp27IRUjMo8822q9rWsGULy/kSrQ0BmAiJb5aNtblA13Q+xiQSraLh7GqxYZamlU+/OreWreWIgsaAtV2IqLhaz63N523trzDLMltmoikGCkmSKPoWEUye3yw2vFyroslsmbkW2y40xhqfgl/j/PNXxmaSILSBMFFmUhSJQgZVFCMgg0/RGPODH9xruvDk6SVYBaTUehTjHE2G+ZvXS1abOzIG2ahzJAJdlyBxU9WISKQhJFJgRFAdjfIyz7rk2xTzwsU2KLK1DIz0XViQNAkh421/OWqIYskhk2EiiwAJFVOELrW3dMgkCUhtmcckftsgiC1t0ugFMMEtM44YQ9Kri9q4Ao0Wjnq2SEklpbbrDLMldkbu3xu/ebFZN+3OuOd9Cwxns3nWp7I0sEuZh7cP9t97a/De97JttTU/+vhuXqQ+mK+enDx463hZz5uOAkA5Hhajgfiq87XL8i+fngz6vDMoOOWEmuUynZaxjWfn14l7xLCq0vz1q+FwkJvm8nJRZPl4Uvja9/Nydr25uugm+z3bQ+dc3jd/8vPPf/Ljd18vv9SK2oU/2CsnvcJtNbJNHH/w4Z3NYutsAwP1yXcdTo45bjvPA5Ysz3l7s1kpxHbd40TSW/iO+9SluhHO1VQLm9+ZdCYs0pVk+PFHD0+ePAsd7o6PM40S+HCXf/e9h+vN+uLFYrWemXJYFIR1GhY97yHLso67eap/+KOHT968efzychOqtDbnq64/Nnfu7md1rVgVZkfW7rRdDndHXds1oL/8+ur4cJibpp9Hh4PcFBRUsPv66YXEdscMRr3Rzz9/ut6upgdl3j8+fzrbGY86qta67BWDSbkXe+vLdRsjf/H49HLd2dgDTsCEypIiqKYu2CJnYkmiIIiMbIA4JRUAFSCy+FdKayTglAj5ttlpeuVP/+AnL56fzLerW75kDIKgmTVMIhoKR7flUWtzC+xDAAYEMAZVKYkykwggkUREwhgSMt/KqCxjErWEljnElFIiZiYGheg756whsoSQFVXtZ/PK4MXh4U6e2RS9cz3fVmhzjHVXb0ASEgfvDXNR9AHZcOZcZtjYclDu7IK1iMzWIZsEkCQx4a2NHIhQBUFTSgDyi5/9yfJyASLGmKC4d3f8xWfnQRMknzsznI4uL9cBSKLvlxkyt116MV9eLuv7IytyK941CiBISMSGS2P6vSKGgNh31oEmSAoJq3U1mhR13a02nemwV/a3VdvrD07fXE4/HFwtV3W7/eSdfcxML8vXy5owAQFERxpSPY/Jtk0oCgqxRTTNpkM0zMqOko8+4WDQC23Xy4vJsGzq2mT5YlvHCNaUbaOApg1BYpvbzHsfQ1eUvdSpQVPmGYpiEkoaOm+IOXdJGaKKJtUkCrfepM7H6AyzcVZ97FIMCMjAyQdAUAmAQMSSYpRECUSUCZCkbXz0+vXjy8P7o2JAZOx63SJiiLGtsd6CMYaRfQq5K0Sp3gQyvugVlY8aQUUEEgICQZL04NGh7+Lscs0O8oHr5dRssO3ElsYwtXUMURVAvRLHmNTlrIikCiGwcWS/U7RpUgCBJBCVHeSlAwZgkKRkWIIGH0xG1nJdhyS3NmSwlolNStGyXS6azJgHDw+WszVapY7TtlHQ3rAoB912g01X+RhTRAmwSxgjte32zu5w3qx/9fVq3u09epjTbH7tygwcmQKqdttUcPKmvbiREHGxrVC018sDeDFEw97O3kS8hi4Ohq7vslSlHg/PXi2XN+1yuSnK3uHRpHBm0DPiW02wXVNo0960HAxt05hNBU3T2Uy7KL/66jX1LDq5e7+3apertkGb31yviGQ8yodjm6DbbKmwg36ZyiLcOx7VVTM5nDRZa6fF9eLiYDi1nXtzduVTOr9Y+Uh53xzfG7/zaEpds9mspvv5qORXL15s6qYYZ8XEPnjvaDCx3suvvni2kubg0XC0b1b1pm671nMVjI+6aZfrbvVyPVt2m7ffubuzY3en+fGuPXpQLH17M2vPXq/qdb/s33W529nfu1p03nExyHdyLk3zgw/vPLxzOKur5DQr7O7ugKJ/5/Du7//4g/VN03bxBx/fcRS+/ers4f19l+yk7N+7f9Cyf32z9K2LPonK6zfLFMwt+zkpCAARfEdEVUwxqiQC8W0buy6GDhEkxhgTIjMbIgLVW1s7k1prU9IgMDrYne4N8gydIUZNGhMkBDVgANgYxwjBdylFJrLMmkRFNAlItKwW0TATk2VLgKCKoATAhkHBMWfMBN8lF5gIlBCIkGIKSSSqosGsMGRt3VYgHWFCEGZCANKYuq1GL1E0RrytQoCKaNd0bdv2xpPxwV3O+gnROIdsFQnIILLIbVoAAUE0gYK1PDs7e/b5VykqMTODEyrL8unLyzzPGUFTDCEpUK8se0Vp1bVVAME62qenKzI54e3JB4CCiDCi92EwGiooEZFCta2SgHGOnbPOSooA5L1uG7merSHGd+8fTfdHv35x+WePn4YCF6v68nxurMsyHQ44+bZwdpDx0f44z91gOIwakblpPSoxfudBQyIAarsAIGWZTXdGb739qK7azOV5XqoqM0lMkDR2vtquIYmzWbVuCDi3zloUSl4lIiiRKngfQggpJRFp25aI8jy/3ag3tfc+dL7tWq8RU1BUNATGYl44tiaFxMhZnpVlnmWGLMrtQTvxcuW/+vRSxaQkiMYYy4wAuFl1IQAbG1NaLpehSRJvyZro20Cot2cUCIDAiLxdt9dXa0A0BkIbVvNKJBY9srltmtjWAUQ1iSQx1mZ5roIEAKq3vrZqW6UQU1TfBe9btrh/vDsc99AgEjVVFbsWQS2bGCR0kdFkWQ/AEBKoqkKWZUWWQUJIpqnay7Plhx+9g0CTKf/D/9n3Rnt4cna6rStyJiJmvX5uXRQd7YxRyzfP5fRp2unvvjxv/8W/fH7+cm0OD6anT099Fx49OqrXtQ2kMRRZFiXWXTvdP3h+Nt+GpCmBwGaTbubrkGh3MFxcb6eD0fLk8vhoV7WOPlOmq+V8vcXDcbFq1gChbn3qBEK+t1NezNaiGUJ2djJndkVefPvsqrcrL8+v93f2ijJbXi+HfQqp+vLpY3Ss3H35fHnn6OHDR0WoJZ8UdV9e3ZyWk96r8/O77+yO9oZfvb44OCqB0l2dnFxePD9r1jf00Ye75y9uOk57e3uQ1EsajJxTDGn98y9fjcd9yk17U734disM7z7Y6/eJpd3G+qba7uTDou8c4ovTm6w3uJxf90f2nXcfTIaTf/n//azr2OZmdze/d9D/9vxpblO+cCevNnt3Bt26unNc3Hlncna9uT5dLttmsGtVfevj0VG2abffnF18/ux11i/XrTfOhkY7MOOD8up8cV3PIyXv9HKe3n4wajcNP7zz+lsfFcgax5kPHm+p3saKSAgBQRNEAkBECbfdzchMkpKqGma4/daisiMragxp0qw/Orp3lx+fmKBBEQnAoCXODBtniJHFooqoEKsFkgAEmqKyZQK1hkExhMCMhKyMScCSjapkHIg4y8YkEooqMUZAQwhEKiLsrBoLAMh2s20evX9/MOinKJKkXjc2c6Cagu/1+yHE6P1wPCh7PWR0hSnKLMZQjEdonSZl5gRgkJAYiA0a0aQARJBURJVQmenZN0+bbauQBAlIh+PBpsWrdQc9k1tnEOeLWshFjEDYRklJegV2oq/O1/KJBfSqEdGIiGNSheSj74JzxmXuFnKrgkJAmVUCYiryggBjShES2/Kzl1dZZlarqm7ksy9OBr3S5TaoA7CbTWOcE0y9snd4uL/qrpuqi+oBKImyShQVhiRqjUVgEKhq7xvfBuj8ukso0sXQ9XplCB0EdY7zgTXO1lWzmG0sGkQkR4gpiWAEiYpKxKwhKtxCGDAlDcE7e/vOLc5ZZtCIqAzAhCi3yh8QIQABUlARdjZEX5S26QTFpgiiIc9NCkJgkoDE2IUAiMTqMqpq2cTWGBwOBsmLYhqNyrpW38XBKOu6KAl8F4k0pTSfrQEwAVghSREElUxVhUm/6A0yyyaGFGK0uc3KLESN284YAoQoIF2MbQBR4zJRzbKsP8m2zZbJSeLkoyVDBCoSUiIgTbBZNW2XiIxldJZdZgEp+FBva1UhzJbz7fnJxcG0BIjTA1dovxP6pr6MAr2yjG197+7eN8/mX39zbRAyZzZ195uvTtnp8ZTfvj8xvvUuL374yXvb5WbeyPmqHvYKYNOzvD/gxXarVOQ2jHuH1bZ7db7Yn4wLj+LjOsr1zVXw2jaz+we9LRlgi+BFo5cYSMeD3ipF6bJtk8ThO+88evz4hfb76GGzrd6crsZ72Ttv8fys58yQFPePp/2Bu1nMVqvE1p8sFzt3Rtuq+fax5C4bmxAkruoOc51vF+lqe315GSGjyJnJLSEgPP7q5GCy22KbWz2629tuqvXCn5wuJ7s7GfhRT7dd0KoOnifT0bbt5tvNqzcXbz3ca6M1PeppzSW/9/Dwy6+eHxxMHx7cuZot0MDpVfXv/vLKQT4aBkD48KP7T785u1i0O8MJKHSdXJ8ujw/GZT8xpDdvrseTnU/eHxwdDj///EJqj90koj9dXbdOtvW1XvV+8v09X/tvn70cFaPjybSnbuvb9Wr96O79YW86u3q1nPuUVAQsmJSipigxICKwdsmjMKIYvJ0cWUANKbiMAFBFiViRACSAsKpJRC6VvUEKPtGo1+87ImCCCIw2IzaY0BgiZBDDRMagJWS2BMJBBdjYlCIAJI1M1jHdBkuDKjKF5JGYDUnCPGdnEvqYkoASM6rEJAIITQDTpn5hQ5e20iiisVkIYC1uN/O+DIrJEKJal40m47IwSZJAKlzObNGSMXSrDxAQJiMKoAjomByoks0kJQTHiGACg7ar1ZOvviBjMHUsKuSm+4PffP2q1a7k0vvoRa1x1rguNEkSEZMxoQ1F3nt1s3lzs767XygipWTIApESqGpoW2OKBFoOhpxl0jXMpMZ5n9TF9XwlQlVXZ27Q1FA329uLFjWd9yFVvVS0TYecI0EMQR2tGv3065MgGJUyl0uMhpyEoJhE0+3QkJwLUYio6/z55azsD13ByTOgPzo2N7PYtSgQFXIfpOnEYkZANjeJYlO3hjjFltjId4CIW2MlMhMrAVAICMq3+WkVIMQsYwCSBCnE1Km99fGiKChbCj5YZgW1TI1PBOiYjDFIqQvJsMmYAygSI4SyML4zMSGzDsflZl1Jhz5im5rxTr53mM+WSRrZLrqU4ng4VJQQk+88IimBkACoYVevvbVAFq3hjCwReEmCyo6NNQKqIErI7raoDGi48942nFrgTNmCMZYMtU3r68DIyCamyAYMU/RdiITGhaotylJAhmOXgm6rVGRUVYv7D/p2QK1vuV+evLlKPlWbutv6w91SWVOKsQlBOXNYDouTi7Xj+MOf7Dcs5k8/vfnkwf5mXWlK67od7jqXss773kHWK93mvK4rn5CMGGnS0c5IVZ0jU2SL65vM9ZeLDRfqevmOr88rf/5qtX9nUseukXA+m+WGTxbXe5Ph9UXz6nJjMzMts2a7ES+rtd+704euX89XIQvb0IFLg2AWm2owNR+8fWy/gZPzBCVOJ4VBBcHVIoizeen+5u+8BS0jABZccrach1evz0jdW3cmizo8O62Odmz1cmWtyW3W709fX55+8vaxT4oqiVNiPLu5KXrF0d29YU9i1GfPboocx0W/9e18M1v6brbqLi/C2XW9Mx1kLru+WQwH+Nu/+9byuvn8i2dZrzfsk/g6qr796GA0gqvrJdNwfb1FAR+r3cN7Taimg/7+j95frS97Y1ls1sWqPXyw+/rN+dW6V5jeaKLDTDtqyizDqulPhtvQ/fHPvtnbmwgn0YBImlICBY2ASoSK6mNEjZbUWIOooAkAgG7L9WqtVVVJ0TKBIgKytQJB2ZArkkKvP2BkRmSUzBpGZETHyABsjVUmEmtvq67AzkhMhhCEwCCxIWS06OU7cSCAigCiICGSMpIxt7VbBEQiuBVaS0oxJGXIe5mGemdvFzWuVytrzaDviBRA2rbuFaNsMHSDIakHIrbOFT22BSipEpJBYktGiAgU9TZpo0gEasla+e6SAEieffnl6uISUCQpkwHVXi+/nL12WQFCQRgNakipqgUSgHYxuMyqNcruptZfPTl7dPSRJq9ARBBjdzt3zrPMMsfOL2eLtz/5qGrqmFKW5WBVIS5XC0LOsEfRLpuNBURksSyoItK2WNcNJGbWsudU0nZTMTCKJiUlsowxpOA7RDTG9PNMgg8xefEJIqIWw9K6rN42rJCZbH93OuhlF6c3oQM05EHIMhKLBmVBi9IJJkZgZhSVJEqEEcQaoyKiQExZRpoCEipiWzUI0OtnvvOGLSqiIqoRD2QQkUIMiAQCPgX5KxauRIkJlJLNXFe16mLRy1NHKRGAazocTIoYku9817ag5HKKCX2LOcqjR/uXv3izXtY74x2ROL9Z28zkJRX9vFcOzs9mkAiJjSVFMdaApBgVySohc7IGMc8UE2WkCSWljJmcbX0ghqwg0eCbiEiDaSZCMSkAiQCzisaUonOFalIlSKQ+ZQ5T19SNP7o7GIyzN8/mo4I/+a33f/HrrziG9dYM9ixp6Ooo3nUpzuadD8t+X2syuqJHD+9//exN9JGEto1uIpjc8na1/ezr9d6w9JKMIlLMConRB5/7jpu2ywblxezy+Gic9+zp2XzQG7x6fb47mVTr7vh+b7qXPXt+/cMP71395pUHGGTZdhOul43rj09eX54s60jme3cH23UdRU2Sk5vVzTJmk/6iaetvG+qKDFREOWeKgimvqvDqbL5/926v32zX/bbFvf1+z3avZ+fGyHzZzTTtD3uvn88Wjdkbu9U87u/m9ybDvq0uP31V9iaSXLtWX8BFfQNKDpx6IwXvj6Znp2fFoHf/3s7p2Xy5oG9Purs7+VuPdm/mVd1A3chi1QZhJbl/ZDYLvbpcHh5OSkhd1f7iF09yhyII0E73spL661mzjfXAldvYZdrtTeP7dhd58Ozrm/FurpD/5qvPQ6KfHt/n1eYn37s3W6z2xvnqunqzvnJlsTsajXq4Nxy5683pclH0wyZod7lOLSRlBiS8HXCjICGARuEIDMkoMBASQlJgZeaUlAhvc1GASET0nVxPAYyAcXmhyABgrGGfLAMSGYMa1BAwozVsgBjBIBDqLY+bmVXEZSYBIDIzE6BE8L67/VNyi/4jYKIk0RghjMwASEmjqIiiqhjDRKQqO9PheJh3zRZK13UeQcvCICKBdM3Gjqa96c727HXZK0UxEiEyIxM7YBMVLBtkEkmAyMYiENw2y+jWNiYI2m6WX/3q1+pjjEETEGmeUZm7xbatveQabJ6DATSuk9q3EZREleVWjsu2mH71ev73vJQkShY1qgQVRUAkZDYSPAM0TZP3enXdsMutse1mLQqkZT+3LreLaqloyeRdEp+66InZAKTMUde1XSfGWYqS5LuCRt3UbRJERUIFzfMy+YYAhv1BVdcpJmAU0M57y5BR2r9j54vNyYuEiUA0JXubzYzR24zZYpC2yDPxkqKyYUOIIMiQiGOMhGBN5n03HmTDUf/p86sUDDNrTCkqAUuS26N+JhLRKCASEW+/UAqA0atoYjLGOdGkIIgoCUGoqRofFBmzIgey9bZRjcwmBGgaTyS5zY1RC2SwrFY+dnh1MXvv43sJ5OZ6DZw3Pgps797fefN84dtIJbOhGCSlyGyjSIqKLIbYt22W2ygxhWSRHz66e3p2EbZ+PB1mPWD2o8F4Ma9SYGAk1BSU6TbRqEWR5UUeYmsco0CZ43/4dz5U0j/5k+cpxbfeur+7k69u/K8/e2Kd2d89ujpZNttt0c+iDwYMO+esKohzLvo0ORhtNtV2FTjB8WG2c8hPvp7TwJj5Nvz8yVVl7MCxX6adQf7WnZ0h5rIMeYIipfmrN3vDHDGdnM3rqJumYlvUXVeORFljJyGmb19dvf/BnfuDft9YTT6pXtysBHLf6mLVJJFOZf/eqFpX65WkJMMBFXne1sbmcLNe1prqFLaxmVXrxU3Vbd3Z5eb6evv1N2+evrh48uJ8tln1xtlwYBdX68vztWB2cLA3yDjLTZX8PG0/ffF893Dygw8Ohoj9Mr9eVatqebhfvnVkfvrhEccYrdHcHO4eMllgKiY9EUizJoeMC1ZsuSfleECSN9dwc+NtmanXto5X6+vxbva//E//9t//gx/VXZMcLJaeXZmoXVV14/Od/u57x+NuXT9/2fV37LPn18YUZydV0zT9UY8yvrpe+AS//PwqqPvkezuP7gz/8Mfv3p/urpbhbLWurF5v6qaCZtv2R5TU97ISEI0xiBpDSOl2r8AglGJCxAjQiYKSZeuMi1EBmIhFbntEKACKiY0a5sxkzuZIHFLIisw5doYss7ndyHy3x2XDYAyQYUYE/Q7xx4SKmEQIABUBEUAIEjOpgiKCJhUBQYnI6JzJjMmYLCEwAdBtFJaTCGWujalqutF4UOROkrx5fRY6Wa/rmARUbzdC090DJONc3hsO814fDRPd1iUIiYEZkYEYjPmObCACehvJsgrECC+//mp+dYnGxCiIxESTQd7v9y9ullG0aepuu4EuIJm8P7Q2E0RAjAKtF+9DSGnWxrObDbFJElPsQIGIQYCZk0qMMcsyEbmF6aQkIUZ2ZDMzu5ndzG98qHMiJNslEY1IqEmSTymk4D2iVlW1WdcSE4BECd43mjxAImIAAJSubbou+CTbpmECh8aAC12qt1WvTz/8neP5anV5FReLLSgZY8nk3vvQNYoJrAggqau3vmli5yV4lYSqSEooiEooCBqHfYcCr19dpYAgKqqAGKMAUQJQRLBAObJlkzGZ79y3CAhRNQhGiF0QldF0UPZz1QQEKVHsGAVZTL1pumarUbsmxgApQYyiEXYnxXTHKdi//Itvcpfd4h8vr69GkzIrMUokY1ar9vJs/fbbh/0+i5IqtK0k5dtNBCFoUt+E1EVpo29S6KBt5PmLU2OdNQgpIWJR9ES6nb2ibbdNW4cYLRvDVgRiUBVIKSJ5dkLObuvuj//lV0z+D//o+P7d4Wp2FUGon6a7BQi+vLhu6+2DOzsh4P0HO3fu9Ih87vDgaH82a4+ndnKQt77dHfA7bw3e/d5kXomzaC4XW7YJjb65mf+D3/6wqjdq9OpyBUKDUTbeHU5GRUo7N5vFpmmsyWIKvazfNNud/Qw0bhv97Jub+8fDehtez1d7Q3s9X2097OwOxzs9qWLVbQ53rEWYVfWjXnl+dhJ9mk5G6tPVsj48GN27M3azxcn5alIMR327vV47V56+vjI2v3f33qp3sWri9WqtaMYjjtvUbbr9OzvPn59XLf/o4/uz8+vNqvGpmK/T6/lVEH374d6Tl2/y0vZ7sDft7fXcpMde5enLRf/jQ9fndLV9+vjKjMvc4dGObVdV+cCWue0VfRv48eOzzOajEXkJiTXPeLNoWgezTfvlz79cbWBUxp3hsNvG0dFoZ4e/frn6NYjVGKK9WrS9ss4mEFIKtW1SCHVk0WZZbZadqqDrQAfDaTkop5Nm1fk0mU5+85cvRrvjYuwlRLVFtVglDyAYSEjRx+jYmFuCfYpEqEgpKpHq7U2REiAj0+1WFQHhNp4EkCQa65CEywxdaWKd9QvHZIidVY3AZNooPYjElum2RgCIlGJSTMyoyoAoIAqKJCkFAGWkqMDfnUgQAfqQBAEJi8w5E3z0KgkUGEVAbZaTNZtq2yClCE3jy1GhBokISXv9HhuXoprChK4b7B+Ysg+k5CyytY4lJEyqKZjeSBElBUIBFVW5XeHh9lTgFg8e6pvT12xMnVomUMMK8t57D/7NXz69aROyGDIxtqFKOfAt8Fu0FYWgEttmkJfreht9/eT17IOjEagHBFEBhKxXdj4e7u6cLF8mCSo+SiJjtut1fzxFwb7rNW1FLkt+CInQpC61AMrkJCZEtcZQghC7FLqIIEScZSkpA5KIIIkmBNHgY4psKSqox0RqDYUQfBOJcFutn77Ey6u2aykBMoErrPctkRITJGjbgCQGyYdASIAsoEhqAW9H/8AgMQmKWjNf+64DUFJRUEFCJgKGvFc0dQcKwAhMXdNBiIgKyEzKmb3tWYAAGVQDbKxsvHWIChIgJUEjZS8HFO9D1yaTBSbMygxDij5I4v5unjmpXi9dYRWkbWE2n012ymrrk4ii226b87P593708Om3V4tVxZRpSqFVYzH4SACh8QAKpTFMIQpajoLbVXPnuOw6EC8b6VJMx7v95aoRVQmenSHCKGIQrUFGZM5TCAcju/vW0fHRaG9aLLv2rfeKctT75//8GQapagmRytzZwnz2zdl0VEx3+93IBknrm9bLRZHZ3d3eou7KIf4Hf/jezXrzq18v61n3R39rz2QZD8ZoGyht709+/fhov2Djn552dauuMPW2IrSDcX9/UjTXFET2J5OTl/PWxP0se/m0BtGibxd1N1u04Tz90e89OP/0zelNHI97V+3Nwf7ujz+6Z13abJqm47Er/vzV7IMHH7rMn6+Wk3EfrH/25kwExr1cxZPmGWWDrJf3y8WiqbV1QyqtmW/TxU3qm1Ks3j06RtLXs8XW0816XgzM3/ydh13TnMztdtMRFZeL2XjsouHC6fVl92Rz81u/fXB2PTsY5ten86TueFBA3y/b6t7hsRn22AFTWm+6Zr1+7979o/3+9bJeXC2qTdSi3R2My40vCnvy7AWKTvq91bxWU203cdt0H79/93JVPX+xElKVZJh//evLdx5N581sZ29/Z5jl/e7i+uZ3fvtHcdNt/eLx67N5Jqvl5V/+5suD/d6Pfny0mS9Go52uTW3bAmtd+5jSZtMYzkUkJkFEIoLbDwIhIxAR0m10RxFVBVJMt/0tx0iMaqhT7zVplM5mbjgYgMLtLlJVjcUAwkrWGAJCJMvGMMNfaVQACVQRmZgJKISIiqAUFYy1MUkUbwyLCCuFqGAcMoEkx2xJCQQIRBSBrbm1IUDrJXlf2IyJjw6Or2eXRZndvs7H6CkYCdEAsssm+3upWjEyCJjcNm0nEjEvCRkIQRKq3FrG4HbLxUYRQRJCWs9n52/OYgjedwpkjCkyGEz3f/bL/57RIkYBD2iJ0LfbtvODwbDMs6ZpIUbvu2RskdM22V89OfnDH98tnRF/O2+Pw8FgvdowcX8wUERA5DxPQQlay7br2t3J0ACTsb7zIaUQw22iIHjPTEwms65r267zXiIbAkX1KYoCo7MmhIR4a9FRZ01KQYIQMxkiI45IlfM836zW6+VShIvMEasgtp0oRDaqCrGN4tVkVi2yZQEEIIQUus4xKxBlTkVaH03iro5JwWQGFWOXiBiRAYGJU1LLNoTUbpusNKFtGZAZkJHYsMsoSei8dp6NAcSkCplhhGbT+i4al7EDY9l3sjsZL2GOSRWxaxuJen7RJgHQajzN8qJwDkPskNA6JkbrFFpIKFRwE9Kzpxe/99MPv/369dffXIADYopdEglkUBBJwSAnFSZiBudMnuHxvf2itK9Obm6uNrktMoO9zG03Yh1EiURsiQBob2dispiWXWTN+lTupFW4Ht5596tfLr/+9eUnH+6+9+6jT//yderCzr6xZNbzOgPElGbXzbqts8wePZiwaTerpgNpPJ68Xl+/X+TTidA2Qf389Zx2nN5cdwqTPro6Kgyy61m7jS325XyxvVjKOjoV2K67y8vm6ipenW0Gg/xmufqLX169OK12doaDPlV1aOu0Pxpcz7qP3rlrwC9mq+UizOdxWadt21Yh3jmYzs8aH/PV5U1P/P5koKnr2srHZrnYUgp13d1cteNBnjCmfrFg+Ff//jHaYecbopAwlP1scb24nnsLBQbXdvLmcvHqatlSBblH7iZ9evhO/tEP9g4OhwOX7Y13QpsI8Oaqe/jo+NGRXbxeOmGJ4dGDvYPhziTrDYZELn777cL7NJnsrNp2udns7OT/4D/8SWHNaBhHU3j7g9E7b+9K077z7vhwl/fG+Xg02NkdFiW/vnrTH2eucFEsEIFi6LIYmC0uqstlvVVsl5v1r758/PTi/Pq63S139/qj05fbpHh6sX59UnuFF6+fr5aL+UXdzmSa9452R9813ZOkGFVVbj+3VSiF2/p0SjHGoAqIhCASIyqmJMxoSCW2CAKQVGOvlx0dH4qoCFiTDQY9JGEGoltyDcItAQbIWMt5xrlDZyOAKCgIoBpr0DCwETYJOShQVgblhBwhKoHJLDtHNifDRWYtkcitaYYANIbQND5ERM7G44l15ubmmokJmdnGlFQ1NI10HYRWJQhxUpWUQEFEo/dEpETEzMCERGxTTKoCGlUTACMQoJKGV0++rddVW7cAQMRMcHS4N8jM77x/9+0hm05SMioYWmmr4KxzziGCZU4+FEUuICKp7PdPl/XlqjPWJWBF431KSYy1s5tZlhcuz5EMgjFZKQoh+qRwZ39YoFGALC8SACAREgoggLM2c65tmxCaW/iOJk0hpSiMBAqG2TDGGEJMxuTEbF3W7w/KIksS2Thj7O0vTqc7WW4H/SLPc0BOkmL0KXqC2ziJBUGJ2mw7QnQZE2lMUVGDCLAqR7baG2Qiqa1DU4UU1DAzo0CKEn3wMabQRU2iIWECq1jmOTNleZ4VRV4UgooM1pqy32NFaGLctKFpVZUMmcwgAZAAalX7xXJzeGeSF7xe14xFEvQeotcUYHbVXZysrq8Wm2Xd1j4lCF4d897U3j1yh/v5vXu9tg6/+uXj/+H/+MPv/eBuv8hQNHUtKRiAzBpg8jEwG2M5y60rrLL79snFzXypqEXpQiubhf/kBzsHR3kKijGLTYSk1mCSlk3KC+2PstlmGxJc3uCf/fzselZ3nfn1X1wMB25nB3YnGYqG4POC7h0PBn07nnKvnDTe110N6vrFoFsnv9p88mj/N39+85d/9vh73z8uJvbNxdo8ev8Qnl0lRnAdtek3n14+OpwCXFpA7WRYDlLaHu49ev3s5KNHBxSTLWG26lTtck5lvzfo6ew0bJbNwd5uhuHF1WLyzv2xyxYhddoRxNIW40HvfHt9b3/47bdXbpiPR3ZnOnjy/GThZVyUiD531M/ys+t5U0Hv7vj5i/nl5xeNhNwOZsv1w7d3syK+Ol2M75FsB78+Wc/bDRAf7xzsl+VnX71cbbsiw14/V9Sb6+b84sQ4fvutu+fXM9cvjkdDgM3zs6vvvb9/52HwcVMcTb99c3J9FgzEm1WTTYtKUCD7+a+ftxqnZbkWD/256U3efgSbylzPEfu4vz+u28pSeuet4dNv56wlqLtZt3W1ToSlGWgMMaQU/Gztq2Z9cDR6+53p5mb28Ohgs60u6ubtu3v1ZnlzLezo7Uf7l9ezk5PZuqDeCBm6fpk/OD6c19ezmVfsRx/sbWQUVFVvDcSiahBvLU/GMggqwW3yiQSMYUJgiCgC8h0dQCSyI5u7pAIKKUqIkRAIiRCZNHMGmMnYpMmyYURSZUIyVlRBJXNZFFDGJAiAURIAkLERTEpBGMkYMlaBBMAaLHv5YttgQkIiQz6ItbmIaozGGoFUt9XAIag1JksJpA0hSL+0qdmG7czkeZ6XdbVsu64YTFLnVZISsXO3mkLV23UTVROCgdv2BQCCXJ6/fv7NN9Wm8t4rABtLKPsHO72S//f/9B99/fTV/+n/8t98drqIRS8iSVQm45uua3zXBSRSxOVm44xFSkVWXt507x5N2EjouiRa1/VwOK62G2ZyWW6M1SSK0B+PgCgve/0yM8AppRAjEoNoDIEZrXGEJCn2SpcUt3VlgDQKIMSULBtDmCQCY1n2fEiELJh86FCTY6Oq202tIp33quiTBbRt2wFHIsNIPtUSo4fbHKsIo6ZIAr5pjTFJgBmzorgFiytCCkmj3J7RIzAK+SYiGZcZRezqtm06EWAAa8myEY8ISoghRkFiBEjREEVUEBTUEJO1Tn2TUgLRPDOAkGUZEpucPejZ5Xp3d1R2m7Zt2aBjCyyC3FaBFFkRBbTDRj2RZibd/+ggIWXsYkqbpquj/7//1392tH/w8Sf3mSmlVG3ier3aVE0TkC1aY9frrWMbUpSkw2G+WMjl5Sp32WRYrpZVtbXvfrTr9U27gfFg1B/Y4cj2Rvztt8u2CaYgS8YZ21abz/5ycXhvd3eczW7gZ//mswcHk+G+e306Tyq9oWPrppPJopm3nfddlrTLrHvn4f7be6WQErZHs71ffvrizcvzd9+/9+kvX5hvXl/3BqPjQT7Zy29Ws+0y1sN61HOWCyttYbTq+PNvTw+Hk6vF6u/9rfeaxbrdNE7tIFOkVNV6crnZCvaNT11QyL95Pg8JEdKg7Cum+XqzrsCB+ebL05tFYzJnD7OTm/Vs1mXDYr0Jg9xdL/1qvYlSNCBnN0GJSza7xVAJT8/n0eR/8w+ORjv5erHtJHWbpk3+6Hh0eTE7v5qJpNcvu8moX5qw6Tr13c7u1JXtyfn5zU3X69WXN2F/dyAxffH5erVeI9s1dkUG738w6Qkul/zZp1f7R8NBkc8vrlt2bT/sTflm5ZOY4ah4fTbbrjm39s2bmzK3P/hk7/XprPFw92C83Wyur7eRkkE3GHBoeBtlZ2/UtlWWFcY6tO7w/tujne3F2eybb+dV04ZKNyh53utP0dd6fDC6vJojWUnh/sMdoPjhe2/N/803ATwmFEBlpCS3bJQUA6gmhajkLNuISihOBJSRrSGFpAlTREVVZLiFamnIbiMsqMggMWy2rYga4k4SGy6dk5QICBVAgAgMIaHzMUgKmqSuKjYlgwFR44zerspgiQIwQiABDAoCiYk0gbV/lZxiAwooykSWCRhAQ9N0ElE0Dfvj1fnNDgIhdttaQjuejMV3mrxxpq2bst9r2xB9jQiJkNmiaExeBIgtW4toFI3ebuoghe38m1/86urNRZeCoiAZNGaQ8/HBTgihqatHR7v/1X/5j/+7f/UXf/ybb05Xsc0cGPW+jRKcRQXTbhsEsMaGzoMpZqtOBTFJ29SqUNf14eFBU21VRFJQEU1eFck5BJQQdqY7eU6zkKq6hphSjIDgrMtt1rRtXW1d7lzmgMBYEgIAyowBgC4k9WKNzUonkEC02lRISSSiyW+ndzEmRRKElBIIgpJ4EfAms4a4lRQ7SSKqCVBjEmOMCgUPbOjWAUjGKAAJ+S4kETSGSSVK8iqQXMYklFBvY37MjMgJhAhSCiBE7ARUo6YUfGjLflYWtm4CIkZJEtSA822XAFSjQYhRhIAMIGNdpTevZnlpc8eq4LuY5SZGj4ZYEYEkJsd0NBqMJjLezzUrP/vzk+lOOVu1yGBNtl21n568TqqA0O/nO3vD/XvTd/pZjN3VVdU10WFAQOMod9IbmTenlQUDMW3bzXScD3v54rJ9652j63m8OVufXy8ylr/5Rx/cfWvcnzSgWi3k8mp7fVUfHIzW1+u33noAZnN94pfrsGy3vcGoaZrlsg1t4312st2Oi+Hqou5AN/PZxemq/cm+htXdowkTf/LhTuela9d3jqdmz9jPXp+X7z6s3lxsqjQe9N5c1Q+OhmenVzmShtRGEyDNFzN12b/69bfv3z185939oN1sFdctzK9XQbTvTI+sT43LufK4BQE0g7zcGTAnYJv7uksh9fvDcYGltU9Prh88PHAI58s55cZSGPZ6yctqU12eLT55716a1CEmNnS1pdnV+vI67O/yzWnlV3R8Z+ih2x3y5rrdtHznsABfMJX9QXHQts9fr4ZlNrtZuxwnzm497EwmzWZzvL+7mLf37xzML7dlTABxFbt5I633v/+je/3CIIUs7v7738xuVp2G1K0qzamVDBXuH7qdSd750cMHhwnlvQ/5ZnZ+PVv3rNVW2XJZZlmP0PCA4f5bg9G0f362QaKvvl5875PJyeXp9c08L7KMzFsP74rZXD1tUpf9zo/espzevFz2ssHdwz4lWwn0xu79D48+/9PrDtjHZOCW9A+gikTB+xQjMjnjBEQIQ4gIyJbFQNs0LjMkzpAlYw0BUaKUCsMSAyAa5SzLXZZXsSEA59iIOEtV03nvy16eUgge0aBhNIa9DyhALPpdlYtTTMZZJhOiZnnpo7+l9UVRUVUQQ1yUZVE0TYSEKCkiikgQtJAktzZ2cbup33t0l5h7jkPX9Ps9QnTWCgLbTEBtbl3umLSr1oZAMLlbQzeHmGJKyWUZACmwIiM6BFKpv/zFn73+5kkIEYjIWCU2hsaTfpETAVSbDSLu7E3+i//8P/67L0//+b/685/98tlJHa5DzJ0dFNZ79abIc1uUpWFnI/iukeRFIhGGEBl1sVy43PUGZUy+berS5mhs0sjMktJ00n90vHv2/ATRASbCVJR9NrYLIaSoCN5744xEiT6BIDvbBUk+kKB1NrZ+iwtliT5pAgVMQQWBGCUFEb2VzpMBIEXQ5AMyxQgpRUA1GWuQ3GQheo8qKqh/NWZX7RpPJhGb29oyqBIRKAgAIhhkIoqxSyoISmwkaYweAA2TIrBlYAZJoqopATAAirb9Xh46qpsuaSLLAKCiMUl/VBKLDym2PstJxBe9TCFJVGMMIxmkoKiIaE3oYggCELdtzGLaNtnXv3kDEdfLWjTFloSla33Wcy7LfQxJ4fR0/fTZ5XRofu9v3H3/e6OXz6vju0Pn2DdS9GXThtEEcSygEhWB8OpGHn993XjvMhzYYm86vDqdnb2ZN003PB7NFvNsUM6vNybnxXVjSV+9PFvXKbO8WtYRtalW9x8cxrRerOtNfSVoBuNw//cPPvtmhjf48Gh3M9se3h1WLQ7a8Oig/HYVg4/vvFeY0f7w4xD29u1yDvf2BrNts23hdNmMdqebWVW1UnXdg9H47nS49Ksyt69PFterzSdv7//ow+zXn7+ZBSmybDQuN6uq7+zD/X61Dg76V9XGYBpDnkyqU6zayM4BxZ1p1uth2e+vN+tRafbHeSpwNZNebnb2+8tFMfcVWXM1W+/v74ivBxn5wC++vsw+HjPL3vH02cuzWbsyrjca9e8eH+zt63bWvnxZkYEPjgaH014rm7C0MYZPfny8vMZlutybZCTb+/eHVV3v3y16Be5MJ199eXZxM//hD+7/6IO3nzx7YUpX9sxPf3jw7Pn88GE+GRbPXi1efVm/9d7xR+/usuEXL28ur+affG8ntNDvZ7N5rDfb0IGlgtV0zca3mpUZFng17569WH340b3Ncnl2erpcdFFyT56t3H1nVKkc1keb7aaqtyT4N370aP9g7/OvTl+cntcpHL4zvvdw99u/vGyqvzoTIFSF4AMShBhVEROKkCrGGGJKpEgKMYIPnXGlgKbbe8Y50GjIlcM+MgMwoK7XKwQ1xoCoIbJRAqOxvK6rXmFKy4TorAmxRURDFgmThi4Gx/wd7VC4C/XtZUlMTBwVRAQAggggYUqZdUxeVAEJgFQ0JA8a+0VZZBYULy9vhsNBb9DLDGy2K+LxOB8b52KMHFNeFJznKXagnTKTMyqgSURvGXiQJCBZxtu6ASsSpLS4vEreIxnihIzIGSFNxoM8565aG4pAvS5ArMPdRw/+6T95+39+sfw//1//H//851/ng0MkqnxFQCHK5mpWlANsQ/HoHgKKAoAmScM8/268COiynI2RlACCLYqUAiIVRf7uW/f/5PEzkVwlOmcR1PuuaZo8z102XM0XsYt0+4qONoWUVBURHKLTGIIkD1FA+ZbHyGhDG/KeQyQilCTNts77hTWmbRsUAtSmbok5K3IhRWa2JkDKnGuqhokIiZkAbnlr2tRbNmytDSHeutk0SgSw1nrvjWFIkCTFlFQUEQ0jqlqXy3fdWHXWaIIQQ9uE8Tgf9IqGJKXUNZ0PQUBTiETU+m7Qz0wES06jOGuyzCZNyKACIsLMWZY1vnXWsGFiRaNrv12/0v1knbNBY0yY51R16BtV4ZSwabxxzEYtYkZ09+5g2+KT84vVIlarJnOmKErn8qurmyJzoUnbTZeQxsNsOj2q6hPDeWzq4wfl3fs7jrrJpI9SXJ5s5qsU2rXGOJ1my1mHHd2Z7FxdvjGFPTrae3NyJZFevbkSoqzvbEb1UlcbmFXLtNK3JsN/+A/uf/3qbNHwl59d/+DO4PzS/+bLufjw8ff79PPP3vSOx8ORC7VWXbiuvNEkIoTJFnldxzt7o3ff3X19cWbY2WAuZ9vG29k6vVjUP/7pw50+WYCqa7c1ZMVur9+7987OH/6N9//R3/rewzErgzJezudZz7ahKXrZqvVJWUKMHiqFKPnspm1DnM1Xy8WSYnQ+vHhxNphMXSau7DHFu3v9gbNvvt2u1pBs+sn3jv/Ojz+YnzddMk1bP3u5/vr1/HLj53W4abvxnnGuB1m/0+RcfrO5Ho9NW6OCmUyzQa83HtnX58tffHo6X7SjYZ6M+a//2W+eXldvLrabpuli++Dt3nCUbVP7w5++Y8C/eH4xW7eK8NF7x4Mik1gQDQ+O8umAHtwZZ0zd2vsqFdGGSq+ut+evl6m1GPL1Tbtcbc7Ol2rw7HI+v2o+eO9tzHwd7TffXrw5nZ9v6osNvP3uveluN5/N9w56udMvP780WVmUiBI1xaQpgSZURdAkpEAoCOm2NiNRJakPXjFK6kBS7EKKKUoUFQEhRINWrTVZbvH2bm9i6giB0KASAX5HVGEWkaJwSBFJiixXEUQBRUKDxN53wfsYwna9busKNUhokm9QwbEpXG6NYcbGN21bMSuBShJERrxd2ZGZFBMZMoYlpW1VKVPju9GolyQ1PrWdT8Fr8KDsioEAbbeVIJHNkVgUCDnPSgTy3scU8DZPQQqEaPuT3UMRQWQyDm3G1t2iLVLX+bbtguRFz2WWEULSVdsOxvl/+b/9h/+rv/tjXV+tlstt2622q/VmyQ7QgY/NaFSKtgKBbqPAoIgoim3jQxDrMiRERiBMEjSBcRaJJUIKMc8KQwZUUwioApLqbZ0EuzYyWGIjICrCAJg0+hTawAqYUCOnoL6LKUoKMaXU1h6AVYEAM+MIKHQpCYAxIQkkEkFEsi43Nm98VGcTIiKKakophA4xGQZGzR0bVN+0mJRUGYH5tmGnKaXOx+QlRcXvGllorAkppiTRBwkhY8NImc2NwaYN15dV23jC0MupyE0SbzNLxLdPKVFFpBCSKlpyXeURCRwGiUrQpSgANisA2VhTlrmx1gdMAq9fLpbzdrVqFrO22SiblPeNcUQkwz4XGWmMmU3vfzypgvziV6fbm7g3KPengzy3e4flerv1rZE27U16H3/0YDIou6p99vj5oHRF1uXOnV0s/+2/e3K9CpvYPTk/E985JQ3YbP2wpIfvDp3Tn374KDe95aI7e31ZMI8nZTnKnOOUdL3oSHG5hM1FejDM/vDvvHdRx9HBrmV3OMxnDX52sgEMd46K588uTVnAFy+vhqPpYr093ybfUZarxNhu7WrVDge93d3BydlVleC9vf7qYguJB30zW/o///T84w93f+ujt1Lz9HXN48nQZeZf/OlX3Ger9tF+/3C6M5+vTm42VaAhUgAF0dPr9Ud7O31j1l20mXnx4vrwbqHDLDd20svFK7Jjn3yogPsvTmfDQZZ84yvp533D1FTSkqkXq7vj3U8fL4aHyVfdYtUVA0s2e3q27Mg/fzzbNPw/+IP3Ll9fbzfNgUwAapP4zeMNlP1h7ieD7HoZdg8GofbL5bLclc1m9ezb9gffm/YqjRTrqnlzNrtYNOCgqeIXn1/+9KcPDo6nozZJIB9SxOLwiJ59MR9NBv2a7zzYOdzHz746z5THdhA28fB48PH7O3/8p1eL2fWqasbj/MHubs7YCLx+Ms9c9sOP9/78y2/v3gMs2psr//ajg1dnV+/e3f3i8fWXXwyG09HZiwUDpdvcDouAiqDAbalHkiSIioBsbAABAhBlNoiYkmdmkoQx3qawB1kJgAKCKqHpcpt1MSRICMwARFhmuWGMMQZJRWF93QwHw8xaY9HHJImdMjOpShPktg6OLIBgrL0N84gkBQkhSEqoZJENIoIqKrAmEYvKbAR4sW1W2+rO0VQkbDbrYdEztm9A6roydhTQ29A4ElMUYWvKojR5joZFA1G63cEiEgCgKCQEJlQCAWX64Ke/Uy9uHn/xrYoRADZOFSFBu9myy4bTQ1sOYlREAlRi0JTKfvaf/eO/a4n/n//2s7bxkXNCHfXLVtSyDPoOFRVYVJTYuWKxrA6PD7frRTnIAZXYJOTog7NlRM5yS0yDQZ6XTiGv6zZFaX0CwtCpZUslxRCRXeySIihqlJBlLoUUWhmNh4qwrSsRACWNapnJIKASU5EVXdcSk6+j73xR5Cnd1qoASZEJALuuc8yoIgRirUqSKEkEjNEkIAgIKamKZrlRSTEpGYtBbyGW3gdDhEhKigSGTRBlYw0jIjtjkdBDIkN5Xqa0yXOazVYfvH8wHY598o9fnm8rcDnHGIss914ME5MyUvQpxkSGyWAMAAQ+JfWoBCZjRhNT8iFAEgG9/YIbZCFNopSwa32KCVG1Z8Yj9nlhDLbBnL5aMHNj0ovNPMvseJyR4qTn4tqPBmXec/Vy/Xf+5ntPnlyXI8cWe7kyayf6+Zc3vR5fnG+i6PWskQCM+WiQBR8HPbt/J7+pFqvt5mBavHNvnI165/N5liEVnY+2rfhwMqaY3to/fv9Hj/5f//wv7hzRwZ3encPeTz788Kvns6e/eGEcu4wPD4jefe/wwXgck59X2rYGnKHMNJt4clGpoQbS9bLebP3Owbhq620bD/Ymwbez+YrIPnvd/nc/e/Hxj987Nu7OeHx6cxEQo9co/s2i+s2TU+MG27Uf9fqL5XrvsH9zcnOcFZOjvO66ZNwXX5y5wkHAugo+KOap4c3gcJiVWQz09Nny7E2liab9gQPTdP76crua1wnb8dEw63WTYe4rEtTJuBw6ypEFJOPyD773bjVrJjvTe6MxJAKU/rDYPZ6Wg/6XX7352c8uWk/qxXft0UM3v6p7WU6h2JlktnSeO8qyD9/d64PbXMbJeNzWtTF20/pILrOGMDx7evXpL047lNG0Ny7ybGTOlvOmj/0dN55mAdrFcs6Oz6676WBYrbrMut3x+N7daZBWxaPqgzvTVYW7Ozv9rPdvf/HNn33zzf47o4cP90PX/vXfujPOUpaD105QRUVBVCHEpCBJU0woQAIYUkQGAEVFFQPg8swUzmacIRCTlQSMlpH6/T6AKKokXa82MaWkSQBEAYCcdWWROcPMmFJ0Luv3et63ZVlkzqGaFMUWlA8yMBaNzcvMsKmqOsYUUyRCAEGQFIPEdJuiBUzMYohQCRSYxDnj2GgEUkSCLnRInCKSyZug5Wjctk3XVKHaStdpSnmvX9W1MYaNVVGJQaMPbZ0kurJvsp61mYICgAKCJAyaj3d//Lf+1mBnABpRxKCxjL2hKyfj/s5hAG47SYKKiCQxeNAExrhB75/85//o//i/+1//J7/zwWEWJqO+YRs2GyQViIhGhUIMqlDXcblq3pycN01rjQ0hAAKCIls0GecZ2gIpDUa9olcKQhdi27VJoggwGyAAQ+QcIPrgmQwbLgpnLTNiXjiTuZiSJUMghsVlrKAhBGts8D6mIEmqbdt1/q92hbek1hh86trQbqvUtW3bqCICIYFIvC0U+yaELqYoCMqsgAqo1joiZmvImtZ7IjTWIBExkgKKgkiK6TZfbB1SpmqQ0KqE3YP+0f3+vYeDnUlvMMxulrO7dwc/+f6dd+7133tnurNT5LnJc+ccjydlUWB/lOX9PHcWo6Y2QESIBoh9G+pVu11uIcVBLzO3hDUyiISAxprbf7BhowIi4Dtt2hhSXC67l89miEyEhtGhIdWr89XTb64cuz/4/XfHB+XNbLN/N29wLdSUeUxSz7e15OZ8sQUnvQkc3TnSwMOBu3O3T9wRu+02CnNLZltd/fC9HWuld+Skh2dX1dmr+bTIj3rw/r38x++P/7P/9Ec/+JuPfvPkq0fvDO/e21WB3b3drDfsjQuJvF6lly/nd3p9ms2348l0u1jX3rCxLiurbYiddQ44osT0zsOd0PnNSp4/X25D2/gmRFXgBNiGkDh7frb+vd95V2NV+0ioiFj289lis6z0+enVvbvDntPpXv/idHb/eP8/+ulH//Kf/8WXi/ZqsXRueLNsp/3x8dTuT8182e7e2eW2vjy9MWp/8v6Dj9/a5dadvQpNyLqaD3bGd/Z2oCtfv1xZ059Mel3brlZiAI4OpirpweH05PWNHeUP3x18+tWZFxtjqpM8frz99a/XX317mfXh0Vs7Rd67d9Q/vFOu1nF/Z5AhoAbHvJzbTYuffX0RAO7s99MaC8uD3K0Xi+ePTz79xbcB6NsnFxdXS1OmWRP+2t99izXWm/n797Kvf35iikm7bQYD9wd/43tDE9erVQwUEw3Gve12c7m89Blsm6oJ4eRkfnq+7tZh7PD09bpJvGyWna/27/QvF7PV8mw5r9liUkGmlGJK8RYZDAB42/FHFFUlTCkgYUwKzkGWqbWU5USst9Mw+M6fJAiaVAWaujXW3B4FAKhhtsZYy2WR55lDhKZprCMiNYYNs2Euyr6xhU/ShhAlIVGe571ezxgDqiF2qhKDF9+RqmVrnTOGmAFuf57EWVNmbBlAARFHw0FT18vVpg3x7OJSEHxIed5r6zaFgCIqUhQlEnVt0zU1quZZDqqpq0NXgSqR0dsHCymgggpIihGynf3f/3t/bzjsEaqqIDHnvWyw5yOHtpOuE9+m6EUpK/uc9U02AFd6g9//3Q/+D//VP/0v/id/e9emputM5qLgfOsFTYxJFVT55PSyqbrtqlYhVbJZT4CD96CqgIISE04nGaq0rWw3LSoxU69XlmVfREGgrduQhBgJwfvOOUNEPngg6A/Kpqubtk0xZs4UhVNNCglQRQQVuqpjMs5YJgaAlFKSaCwiYgypq1tGLPtFOSjZuOjFsS3zApE0qAbQqDHE4CMT9fsFIAIqYErS5aXrD3pkGBAUlRDZkLFGBYwxzAwKKthUPjZdyeH7H+0+uJ+vZ82b59Vv/bWj+br+8tvlv/nZq9dns/c+2t89yhNr1UkIkJLWdSciIXrnSFIY9vMiz1BEY8cozhhSREVFuR0huiz/bnUlREa2zJaQpOhlZb9kwzfXfr2SvGfGU37vg/3+0KHo3m5ZFtndBzujYTZ/s/zy07Md0/9rH791fdH8xZ++bup2tVq/+8Huuq6/+nY5X4Qy4/WNf/LV64OdPHcgjKZnowYkWlysX7+Zz2/qB+9P+sf9p8+35y9ufve33r/D5sfH0+PdcdW1WuDTs80qYdnrHUzHVBQn8+7/8+++Pl3V+WjUn8S3jwa/+8n9OivMi+cb+yM/CiQREjnTcEl5Q3WR9wqrbZtOXp5JYM7C3v6ka0PTpfW23VRxE2RnOOiRX223J8vh5Xweo4zKYum3Eex03A+t3KzrO4dHJlYXq2CkXFX+yfXV3Yc725tmXIw32/bVWTsZ5UeT/PGTWRfL1yfVT967t9ffuan1l5+fuIILI5pC6JgySALLeTPul5sbHU77N9cnXQICHQ1HT55ciXXK7uXJZquvPrzXu7y8ivcfDW3xy3+/GA6L+WY2GmZ50Wva1PnL4+nuN99cf/DBuGR49XJ5fH9w+To+/WZ+cA93DwbI+vu//e6H76aXp5fpTs9HerS38+zxyavR2aCUoeN8aI8cvnp8+c7HR4OzSdSoQa6fnKy7blNvfve3PrS0+m//xZM8G0uIXV2VZf/8YnE9v76/P6xmJw/HdxbV1Sc/OspKf2fmAgxG5fi6bSObby+29w76xBBCZLUERKjEKAlAb0taCUAsZQrYRTWQrDVIiRQ1ZMBWQAhVIbFhSf72xIDZJkCbFcY5HyIQsGGJQASqYKy1t4xjCLfe2aLMEdE5O0B8fTpfbv3+/pQR2hizLGNmY7kLARGsY1C1TOiyKIpgFMAYg8iiEVSMIcsmM6yUmFlB1qvV5Gi3ajoecM62q+qYuV7en8+vJ5MyJlFJgJTlebecW+/EWmQbv8NspxQaxZxdBt8NCQQ0ASZSFaG9h2+/8/77n/76U2BCsq9PNpiMzZgRrDFqCIwlztFY63JlREBIklLwhP+bf/KfzDbV/+1f/kW0rvXp62eXf+PDe6IpRogCiIRIhcuapkPj2PUoyxSbGD2ysYXDoG8/PLIIq7pKoXPWeB8lmRA7janIDCXpYpcZHgx7nQ8ppTzPyDAitr5LIRlkUDFsfRsREQlAgQkJnUDoWp/nzlgjSbuuyzLjfXerCnaGYooKmrkspdRUjWVCQhGVCJj0u9xdBLUgkhQlAQkaVKy3Hai63JaukJQkSkoRAckYJJIkddPFBADKJIP+sEtpdrHpFdnax9evNpcXK0Jarpt1LRov8sLGViglm+VV1VSb1lrOXLHYblxGXZsUaDDKJqN8sWyrJAGUDXFGKaXQxYCSFQasQUUkZItsEYIS2pRiTCjCnQ83VyHPuK6uVTKIvJi32cDVbWqbeHc3+x/94fe+fvq6nBZ/beedrjWc+dV2fX65BObNrEpdO54OPvrh4fPTRWHtvXt7Xz6+AA8UgR2IcBT++vW238Ykts/xwd1ptb78+//xB9uZ6JW+VQy/+POzzi37A+TcPl+v9+8MXr1aRG/++3/26Z27/Q/vTQtE09v9Z//NpyZxkWe2vli0vkuU0Ngff/Tw5PWr+axJfUuWh7vD+eLSr2PnbybF0FpmMiG2SLjXN9Ms7/Unr85uhNzAtv2+axdUbaIRJeT93WnVNsN+buf1dLe/WK4bSOOyONp1AODbNCl4VGTR8+7uqOxPk0nLTfX0+eWm8wnNtuqiTRo0siEICkLOHUxG129mQO5wb7g8udndmwjgbNGOdvjl620XzfymeyPdT354/89/86oo8jt7fP/u5ItvTr/5ajGZjkZjmw/zy1m3XMLldfzBW3mG5auXXb1uq5VMP9z/7KtXnzPyW/j5FzfPzmbj/d711aYo7LsPesxpb3d3oNl4Kg/vjR9/uf71yzcnZ831RfN7f/hgp0c/+/mbzMiz108P9ya/8zuPvn16Pd0r2cb+MIyHOMh0uap2Dtz9vcHffXRfab32zVUfBc38ql6uN/X6Zn4ZhgX2DStYwYRQAGFUUQFEMGwsYUhJgXyMOWLQRETG3DrdFUQ0sMksGkKjFtlmNJoMAAyCojX37t//4tMvGC0wpagJEluw1hpEYxiBEIMi3HKFu06SyGRS2twEHxTQcm4sG2dCl+qmJcucmG4p3sBISHrrJVBDrCJkkBgI4qDXb5u27iIR5UVPAIpe7kNAQVAF8Uy2X2aqKkkIFFJ0WR7srfgWQuxElNmwMTEGY63EDlVUCG+zRajw3bQ7f/j+hy+fvaw7RDI3s2qz3PZK0xv0hgM/HA2GkxwzI0oAhMDABpg5dTEEsfj3/6M//G9/9quLDhPqZ88uTufrnQwBOXgRUWMg+DYrbVe3KUY76JN10nWh3qgUzmZHe7uxSTEEIhARH5ViAEAfAzIYw7HzKSkZ5xwDCBKBqDOu9goi1oAINXUASGyNKlqLbDghWUYEAGZAkhBRtK08MnNGec+GpkttCtFLJ8ZRntnQBem+CwAoIgJiUpvR7dMECCUJK6SkKUlKSQENMVsoChOFEoDvAiYlJERwFpnJZsVik5ZfXhnSGCIwffHZBTOzYSTo2thV6f33diLopmqarSBgmZUmIx+/g7B2XtjQelX96LeOd7ebi8v47NtrQpMEiYgyVsGuS7foNyAYlEVKKbWS0LNBtkYazwAGiQA1cgwheCEPaLnryLBZsvzp42++9/GkaUXB/+s/fbztaDCi4/1xr5yMxnPYwPuPdt75YNJwd/Km+vb1q7c/Oihed12b+iPt9yfLP38dI1fLxArv/c7d4zvZxaL55VcLxLy+bP7gr/eL3d1klKWrq/Srs6uzJ2eDIR3vFmwzjnTneD9ivDhdvXt/YDqB0mbPlhUaG0RI5bOvnkhKRw9G2qbzmX/y7HrUK0IEwnK6U9qmu0gCgBLDj37w1vWby8za18tNEIhBmzqGDhWTzUzV6KD0eb9/sdre2bVX67lhReLV2qyXQQj29vfYVuvttiztwWHv4mL1+npeumzTUtV1SGicDTGyoSLLlT1oEGNfzVc/+Mm9zz4/33Z+MioPDke/+vTl4cHe+2+PP//6ajLOu065HF1X8c3pZm86vn9neHoeRv3xh7/3KPr51ap79bgC9iFitTc5O4PFFSRXvvfW7uHBStu4voj7dwyNitHIXX/VVFH2R0WXWhqXD+8Vry5m4JxlenU2//r1RVzAtMB3f3dP2u5nv1mow7fujEjTv/43z+uOlstuOMitof1p+fbb7uaq/vrxze/+9d2mWT4/D/vTwfmrm++/f+eL5y9+8cur/b1inHg3j5eny7oomDQJGIaUogIQGSIEiUlAQGNMGiI5mwSiF0MQSB2oRG/JopImmwjEqIL2h30kUBBBCCE5NkkTkiSmkBQBAcE5NphSFMNMICCaNMYkSQQRh8N+41Pntej1FKWLoa6bW/0cqE8hMpMx4ttgjLGOrbGZ84ZA1TBRCjJfVAAQAYRp27S70/6d4/1XL1/anDdVbS0RkYoQg4gPIZADm+VsLDGBavTBOGssK6pqREyIFFNLqgmFyBB+561VhcnO7sHR3ps310GkixoYW/Hzjbe0KPPs4Gj//qN7w/EoiZAhBWEyioZAu9g8eHj88O7B7PW1RbPp4I//4vE//g++D/XWhxYJiVQ0ZVmvaTZdXfXGkxhTvZyDqLUZWL539/7+dHp1dtZ14hywQYiiAowUYyRUY5yIGBQuDCE1bSMRuroBABBRwgTKjpm4aVtFdFwgMRMhobO9IBJ9Eolwi1xA9T6IJE0KoMaQxBgUiZCIkkTQ2/MkFBFEiElimwCgLHOytglt7IImQNQIPhFlwEHAFhkzW2NAFdHELGmKxJyStk1jmMCQ90lQUwIr4phSAkZzfr7uTcyyqus2GHTGSSLrU1CUsmedsyEERExM6+1qPB0GkMuLVewYFWKI0Ythi6KSIhsDCapVZ5gzUyCrWkFJuQFrrWUEwrbrgBBIkDhFiBrZoHHli1m3/mpxdbL95IPp939w8PTxxSQv+z49Pp1jpu89GPf282dvmsVCJ9Pdy/PlsydexIm60zeLvLie7Aw2izZzOhrZdbVJp3GzShKK09n2+ny+/lld9B2zef/RZH83/1/8Tz94M2+bC//o7cmffn6TNP67T08Wi/XRsNgdowkCfcPrztettipsCXPXtLWQFCXTPBXFGLGzOfSYt82qb2yvn/HaM5lWAAzrpupjumqrrtOreZf1Bg8OyovLGTJPp8Mnzy6B3cOd4cBLSPzmYnlytUyMLhu9OZ+JUBuU29b1SCHlbJebuKmw3+9BhPVqyyab7o+W88t7x0Op/avrywDo9ei3Prn/s9883qp++c2rTS0PHoy7UB8fu7rxvf00X60qv/34hxOr2XhIr17MzbB4erbY3zPv3BvtjVstujfPW+LyN48vP3m798vPZ6+vFn/0R/ePejzA4ZPz6z/+N0/+9m/f/1v1Pbbji/WNSFBvnp6cJ5ffrK4pzy3TZG/8zt2Db1/9/2j6s19b1yw/ExpjvM3XzX71zV673/v0J070ERmZkY2NK21cRUlwAdxQFggQElcI1S2CGy64QSAKlYSwS0Zly0XhcpUp29iZGY6MzIyMEyfinDjt3mc3q29mP+fXvc0YXKzw+gOmtLSWNN8xxu/3PF8d3et9/FfHB/u5A2YLSpmdUfGbL67yvEOhffRoow3N65PS6PzeziDn0bxdHo9Pjdo6vDMqy+rzz6ZNhPmS9ze6G53OIKG0G+eXNXMi4AkANEoQBAWgbi9dBBhYXAggLJERIUkLAACIUTCyNkrYixCmloBjDAGURkBmQQYU1ko1EkSYUBkFSFEkaKO1Aq1EGy1RQALHSKTatiGllTG/zY17tjZRJq3b1vmoSAMCklYaAgRDCmJQ9FtibIyoUFUtp4khFFc7iWCtNUZtjkZl2dZNi9RVWlWlQ6WIUCQAEaC2Ng/BK/YGNKECUnjrdkJwvlbGIDGRCERmASAQBkSySbdTJGbiW4gCMUhgUACB0Ie2enU2Xy4ePb63tb+JNkUBDjUqAuLYuDy1eztb4dlFktg2ymcvZ00QgAjCiEopUkoFlrqq6tViOcl6/YFGYATgKAJFp9jsFXQqpFFpTUROHAAbpRCh9aF1PiVUpCWGAGiUqZo2RklTywFjjEJAlnzjlaYkTyVSCBG1MIKAxMgcI6Dk/Q4I3zrWmqohIpsYZnA+qNudAoI22rURRUgBKVBaAd4isIgjCDEZnSBJAJFICYHCVBsCbL0HviW7CkCMPogEZG6du5WPIRlEiS6CQqUoBgZS7CMzfvnlNO9ZpZIkBxB9c1OFEJOEAEFpJJVEjs7x+KY9Pb2aznyaaW1CuWJEYy0CAMcQfEAio7VrgxePWYosiDzsD2qgW1lYWwdAFQNHBjIYWogQAqMreb1qx5M6NPjLX12bDN96cpAAjjaLlZHlzbQokk++GM+Xy42NrJN2H97bX1cNSDabN2LsxkhFtotxzVHyPLm6XtbrcVoMV3U9u2kU87KW8/msWcMv/ur44cPiv/OHd8pQX07aecifv7754K1eb7/7tcNBJ/3xj+7rIs9VjKKsIpeRUcxtXQYXjk/K3c0OKZ0pilGS1AwKPr2uVio72OznCpaB5peTO7vDja599LQ7mZSXN6uPn10G5ZXydRne++7BerIYT8PRwaAROtweoITzm1VnONAmWkqCo/Wq0cxlFb+ejDtp1+jgvC9dSKJ0jcq3hmeX6+Priz/40QM3m2hTXE+bvGd/8+xMZG9/u/vq0/Vs6VBhQP/8cvL0QXf5YnW4da9aTmwawQMlvJjB5kb+6avpcg1Zumdnflktd98phkXn+mKlM9sxw2p6vvPo4De/mc72VdWad9+5u7FhGzf77g83qsqO/8xvbIy+/noOqT98gFdnNUL63lu9WFcX08us24WVvP/mzslCPv3i5uL88sc/Olgu6v3DDoLqmQEBBmw6WQ7InWGGWWYZ86JYtM357FQh1Y3aP+p0+vrqpnrj3d3j19c7G8P5CE/O68igSUdmIvAhGEUhCNwKkJAiAnBEvDXeiUh0zBGJKbKsDRJS0tEmUSCRhRgl1FUTIjOLRk0YSIEiSJSAxMC3vlnMMgtaBd8CAhIFF3rdfuNDVbvbzmtqUwEp2+gjJYkhFYOXxbzSVnU6aVPXHCKgJk0ShFEiKmMUEiZKWbill4JvnQiuVutekaKwtbqqsG18r5MjESotgMy/5XkH70FZlSpS2tokxCAx6CQVII5ASsNvUVMcmQGg2+9bq0PpOAKAkKAQxVsRbsCr63VdfvmBNftFR4TbutSpIUJAFZybTVeuAZIo6EUyYEEUa41JUiIAQK0Towx7H13dNolOEmFm8CE6Y8z+1tAqTQkQJo2XIK1SgFoAACMZQ1ar0HrnYqfTCcEH50U4MlhjYyOkhJEZQWurjYkicqtvEWCItx0sBmhd2+10QmhD8EYbIPRRmFlrTSqySPSsQCkiFgYSJEAtIBhcJE2i8TYaoa0hSzEiGRQCQQqBhQmQ6rLSSiMKh6g0xRDyzGqt2joEiUKYJFpbQBEfbr9fACGIs4uJS2zs9/JJWUbP6W2B0ChAbJrGu2DQLGZtWXEItHKeULLMCJIQxRgJUEWttCJLiVEcY+SoEYnRtb7x7J3cdgiJCBAEOcbgPZtcSwyT+WLYtRvbXVFhduMj0PPXY0HQZ9dHdwfbavjk4dZXF9fs4PzVsl2GfNQXSFfLG2Pp6GjU64MPtByniVHT8bI/6O3f31g1frIkTbDR03cf7fzkT58JCROeHNd/8q/PfviDg4dvHv7lR6929/JJ6TZGvVZWXx9P65843etmov2yBkys4cAhpkWmIFYNL8rQHwzm0zVD3O52L67HwROwnN0stgZJt+h0bTbo5suy+uqzk1XT7Gx3tjd7Kx9DcJ2+Ca4+eT0TMC3z+KZxidruqb2tQXm9iMrkqV3V1f39Yti18zbtQeZWbWSpgyty1U9tWzsjmkMQ1DfT2W4/ca0HQRIggb/81evf+8bRTmcxLX0kffbiopW22S2++c7uixeT0X4O7HOb3JyWe4cFC97fOyzSxk9n+0d35gv31WftN9+6+8V/+8vB4eHXr3G7u7lathHj3oMRhfLFWf2L35Sb+3ZrszufVQ/fGxgJlHSePN2smzVI9/Mvp8PBurxeXK14d6vYOix+/avy7HJhlHr/3S1t8eX5EhEePtx6dbpMl8n2ZlJXpmqq7a1BYK9tOlveTM/HrpWt3ey9d7c5xbybXhyvnp8t+v3u7k7vZT4HwMCMIITECIASmWMUIAZiwYigRJiFSBkkYhQWQebYtkGLscZG2R0OTCrBrYEDY0QCYxQLKq0QvbUKbqFbCgJHrW2SWlLAPkQXGICQm6ZhsmQ0EfjgkrTQRreBkWO/01FG+ejW1VpbqxVFr2ySs27ZYUK2YYdaTIq93Ghmm6jYBhGf58l0smSRLLNFnoUYQ2REdm0D3APQALSez7mts6JAUagVGgLSymSgMg4NorAopS3zbw0NABJZOLTsy+6gs7uzXTXjxcqzoIgXvvXrCAigtssyPH/2emN3y+baWorO6byDqeLVoizLOnhFbBJThfr0anlvK5HgjbU++qJIyao0y9uq6Y3E1VVadACkcU6CM5q++Y0H//QnvwStnWOJ0ShNpIEkRJdkadt4532S2tYFVdZKC0i0WpNICD5JCTW2QdCg90yVSxNdtaxVghzZOZ0qAREfk0T7tnaNE44m0SHctlnRB5/qWyY3CLPW1IYooBURR0EmQk5TrSwyAwijQkHWpEUwsuPEozGKMbYBGVzwCKxAdJEmOiWlmJEMRO+RRGuNLFEgRCAW5qg1CkcXgrXknHZtKHKlDRAqY3XjHSrSVud5AgqBPHMgVC44gbbbyz0LaY1W50UizIwYg4CXtvGYpGlqV4tV4yKiBmERiUgikFgTXPTgsKTBKFFar6s6qZedAW7sZVdnkRVubuU35/PFdPnuk11M+cnjzee/npcu3Nno9w/y1dJdXExhinXVasI7e/1vf2s3RBUdn1yV1zMsS5/bpLOr++DaJjx9sLkq68BuZ2Njf8tG658fj01ix9dNGaq//sXz7Z1eQtDNe/rwYGiFuW2xSJSyHGBdxUFHbwO8mLWxdl5IwJ+dne70C2B0Pgjq56u1LdqnhxtfH1eL2fr0Yqn7ebL0s/kqzdO8SO8N9PHpeF5Lf5Sum7abdWe+TDifnK2DofWs0Vk43E7Ex2cvLmeef/DB3U9PXzeREOHtR3d5OZ4bE2s/TKk1pixlyaBiIIvTRVM1LSr88OOLNx9v6NNxMuglKVbLdjrjwx2jLZR1tJR+dbp+791BWTcXy6Ypw/0H/bef2sVk+vJ0oga5Bxptdj7++OvN/uCtB8OPPz/b3u48+2SRdRXGcD1ZdgfD558tiqL7fBw6GV1crk9vXo+2s4jtRj9oAYLO+PJmfNm+ftn2usnbb+03jQOws3HZL1JWML5ZzspGe94ZbFULmVcexQbnIyht8Mkbu2W5OH4VI9c7Dzqk/Vtvjq6v3dnp+smTztZu9ux5SWSAIkcRQiIEBrm1caAQilXKe0DU1qZAChEhRo6BgQTAZOmgV9y9d5haowS9a1tuJDa+bVkrQwAomsi7lkAjQ24TADRaMQeFaK1p1pU2Ns1TF/yo3yVi74kjRhUBoehYqy0qtVj5frdjrW2aRqIIoDamMNrMW6vRc+QGdG5G/QQhLNtY9Purup1MpxujQWJ1t1vI7RsthDTpRh85BI5BhI3VgIJEShttM9IpoGFRSlkWESRAdVu0AAEQFnYSKom1tRo1tb4JwgBEyCFEUhEJOUYXvdZqNllWqzrtjMSKYAgcNfLleHF6PTFGc8CGEJCen908PnwYItkkMZgUndwktg2yMegGFzKbOu+Utgpt9HFVzz74xuPtzfyiqnwtzgedJsYmDJElxhiUBgAdUZRRzEEDJVYj6hgYkLUlTbpxFQcWQdI6T9OmLgnJtQ0yxzqAgLEEwME7MoSgXfTaGIsqhuhcqGtvjEqtcS4IQWIsiIoxCDABCtwWtjQqSJWuy0ZhEAQORBYVGd9y9M4Q5aluIyuyKPG2nx05imDT1uBFEZFRkST4QKQQCQFIawDItUWRyfUqTdPN7TxCWK85RuAoEkn4tiIoRAaViAiRAmZ24F3gW18DRxQABI5Rkwkx1m1DnlofjTaC1NbOaASIzMwE3nlkNRxQv5Ocnc8fPB3VbUOkdAqgglVpqvDpw+3BiDEJptDew517va1itJg0g8Y/fdq/HI+pKS7H05tVCFUdXPdqsU5NphNb1mg05DGOJ+XBg17DbjiCP/73H59czRYTu5rMHnR2qmb2608u2DmlDSmcTRdP72+JJkqN/+rLU1QquLBeV8w+REmz/K07m5kvN0fdIiWj4O039w73utWyHhYmR0YxFq3W9OWrq0r8W+/cORqqyK7o5O9sbSaazs+bqwsejDo2AR/8qlwrTZYkIlzO6sq7N54eOm+i8qYDF4v62avp03fubOZaOXN21RZJB+p27pfJyDaumZyVq2nbSfJUq+hFJeSDOxlPZ5V7criRB5ZWUoqLWfXieL1/Z7iRJTcXzha947P5xx/Oro/XL56f/Zt//tlyqZPO3oN3N996Y/P1V8939/LRIF+7VhkYFurJ4+3l5eKzXy0+/tV4q7fZTAoDgy+/OD87Xm0O8o0s57V6/sn8+Otw7/Fw3cy8qquVA8xcVKfn87RjtvdlOh4fjHp3uoUVols+vWtTYy5OLqfzdryMjGZZlU2Aq/l6LQ1ZPjle/Nm/Ojs/AduBo3u9P/iDxxcnflkpa1IQJaiB4LfQ1xAEIt52bwRvgaJwi8JiaZrg2gCCiKSVIcLOoLdxdIA2jYhkNQIoEk0AMQbvjKHgW42SGIUg3nmtUIA1mduiPaEAYq/fy/O0yJM3nj4qch1CDRCL3PY72dZGb9jL97Y3h72iyJPBoNvrpEYro02nyKxVSpFRikC8a63VRW6Mpfmquposkqzo9XqJNhyjNVYbk+apSazSRhEE5wihqau2rUOMLEqZDHWCyt7a6BgQUAncRuAFQYQDsEd27Oq6qqezhYu3sQoAiUQkQhzlNt8WRMrSX5xe4+1HaYUAyPHZy8tFy8qQ0oIoMfo0SZAUgIhwnmVEutcfpHlRNzVHVy7moSmjb1Cir9bNer05yB4cbXFkhaBICEAkxuBvExHaEBkSkCTRRSdFdRsrC2RIJ4pjbOtGIxEDMnjn27bVmkJog3fAolDd+tSYWWuVZhYJ28bXZSORIQoBoqDW2qTGZpZIFBGAGKuUQgEx1iJSU7XBBWAObRvayD4iYmKS2AZXOUMGQFCJvqUqxuCb2FaOfQQWZAQWRbf9EdBGJ4lFAUSMMYAEa2Gw0bWZBpDZdFmVHBnXZRM9cOTgYrls2jaQIpNogdvmDLV1kIjRRfmt2ciwi0Wae++RgBQKCLOI0G9/lCJNSWpIKVIaIva66TvvPNjf3wzBsWDbhLoJaaYA5pubybqtlPIY2+cnzYe/Gb86v8QimYb29WQ+Xbe7+6kxyx9/8+7f+d0noaw3NzKOcPa8vHk1j+Vku6++8fbWnf2iXMXyculdvWwrSNOr8yWk6b/92cXpxfXh0OykOXgxKpXGGoDL03OdKv7qatkiYACIMU1IsZ0u6psC7+4OblqvDfU6WQadxXhy58723bvF8+fnrm2//cZb86vr2Vwvyraub+7udwaV6g/U5lby5ceX1+NoM50bWVYtAfeyjooCYBkW1cK9//adk4v5Lz5+/f3f62WcHIxGp5Pq67PV957u/PLz88+uVrvfvLOpjNHdkmDVuBC1OjRrH9Z103LLMYbYBsun14s//s7B/dX4l58tO3l2Z6//s6/OTeHeurPbNumvvrhQUt3fv/OrycnO9sbf+dZRVa//6Z/9srX27/0Pv2vu5i9enCiuEZNy5cnjbz4786UKHDYH3djojTvZqvKasp2j7lcvb2Y3TTFIe928ij7r5O8c0HruoBq9+Do0vnnj3XsffTxeLJbf+t5o7ac7O9nzT2Z5L7dM6zouZ9Wb9/pf3iwJjNHo6vL4eAIC/Z2i39d7m6b2kBV+OnGT6aq3tXh+XM2OG1QZB3+rx44cFUCIDIjGahHwXpxnUlpby8BN1YTASaJr17I23TS3aYJa26Roq4AUtLGmyE2acnRJkgohokCMWZ4KRR98kiTaKkMKALVNomuKPFs3gSymqV2uV6D1aGuYFhmSBiIIUuSpTex4soAi19bEEHQ3R8KyXPsAVltFwceWFVbBr6p2o297w27VOLXkbl5MxtONTlFkhbKalLJpEhFRUQzRKmrbBoQ53v6OiSAJAMdgjCKlRBQA3VoVACRyAAnBt+wcRG4bX9WeQGtSHB0AEmkBBGBmcMErQkJ9cXb19nsPUYuI3Aqcf/Lnv1468QDCQiTGhbvb26HxwCwxEIDVCoWzLCElBFyulsGX+WCkTaowWqOl9fd3dv7txy/T3CgvLoR63djEIovSSggACSKnWimNEVEQrVVaAzO6moUFkTyzMBqj+/1+WbXjyUIp+u1LT2lXN1pZAPCtR1GGkuB8HRpjjLAIMWpAhYa0IRVCuNUCKa20tiBQLWsOQaxlBXmCwQMH1Ab9LXQgQBUCaRQAEVaaCBQKAYt4aNsW/G3ahOKtAIhQWCJHJJSAgoCGRKnWc730iUWbNqCNr4JGpRKFYEIAVCDkFQEBMBEQhcgxxtb7LLVklXDMU6uVci4m1hIBsRhtALEqG4WijCUNcEsARjYJlAv3+acvY/DQmgA1C1TztdW0MTKzVWkVVsG+vChny2cZ+8cH2/MV7909evbF8W4tHLTu9iawFk4ozep18/jxaN0P3a6ZTkpfz9fz5snuNi2Whw83PpksLi/d5XV066XkQ72Of3i4Zyu//+PH//TPPk4V9cW/3VMPHr6tLeTLxjNYjm1qQSPF6Flnx7Oqh3E8LbN+trO7M+olz79ujx4XZ5fXqyCHR6Nex3z20QJINw1cXzlAf7CV7hY2szkyNWX1+7/78OWXx8K4Peze293+4sUJaXN9Mn//8ZPry1npYbiVFHk+u3KvzucHe8Xr0/p0o/3et+/5Dy9vKui0fqNIbVs/HXaPF/Vstlp5WqzafKhBVPSyYdWybMa1/PCdJ5/+6i//+Ptvny+P0frDzd3rm+rjL6/Zp2+/fe/0xXVEs2qbL0+P25LXDP3UfP35+HRxfnTP/q3f/+6f/sVv5nUVJS7nbrsY1MtZ3bRqZ+Pzl8vXr84x8qys//Z/cDB+Xf/Jn5xpq5j4ahwPH5oP3t9WefbgoVmWi1g3p8+nec+u5g2lvL09HHaS5ydTUFkEGK+qh/f7NFleni2PDrd3dlLgnGKaDejDn98oa9Ikv/twE1t+dfrs5Msq0+ru0darZ2sAA8wRRAQC32LqUEQYwEcUYQJCVkqACYm01ioEJqO1zQCVA5zOlrubQ2ZG0toWPoL3ETRrxdxGEFZGQGJoPSmFHsgoY1AkaE0xRmJy68ZmaWScTlZCQVhvbXURJeulSWK989ZQXiQ+uKxTsHeN94NRvy7rzCoKDBwckyHTto1z9mqxLrJcA5xcXb/96CjrpU1sMp80VaWN5siMREpHYGL0AXRCZBKdFoCGSAsyc9Ra3XIWODpAQgCUEEMjoRXvo48hhCxNlWoBQSnDUcltfEluhbfat41Oi9WiqpsmHeTglEaez5c/++XnXrywDpEVhzcPdh/ub8xmp/V6NRhtmtQGdkrFEFxmC7J6uJW265XUdWRGoCTvIKs/+v5b/+Rf/HwZvbbGYLh9n4XI4AMBBb5NwroQOCKgFhb2gW49FDEwIggDinCMjWsXqzVpIzFw9EmiqqYhq0S4XDmbqDQzxigOkWOIPggCEAlS24ZYe1CkNWVWhYhMVFVt9JEEISJGiSw6M0I+RJEYSEhEEURhiG1EQNKILAACRCzIIUYfQEAZJAXCMURWSofgIwetlMAtoZuc84SUpEZrQhJXRY4QiBWT1kDaRKQYg9JIhnRAibFtPDAoxBBZY8Kx3dwdjGdrbSjJtWevLHGQqnLQxLSDwTXQ0KBPSW7nLW8Ok7ff2m+E52t/+nKSppQqYUgir13EXhJHO90Pf3kOZAzIm/f7SZaJTtZ166N8+dlE5+mqltXS93tyeFTMVrVyFShoXTZkeWtrJxH69IuLB5vJ959snP/GvThb2ai7253C4G4//dvfekw2+8f/7a9+9Pb+YdF9cCfZ2epubG5oim1iTV1LBLxzMFpeTRYxSZQyVm9aQ7OIK1/Pm69ms9ka1Om69ZJn/R+8de/Z56dZsgkGlTIKgay5ns17xeBqvhh27WiYjjbySdFNmB4c3Ts7u3SOnx52evRoFWS5xE6n0x91wJmTl1WajRR17z9QiyVlm+G9pw8up75R223r39gtHiAkVyyJkcTsWFDofdQS1taCb8OvPm02c/j3vv/BqGt+9sViNNhj7n36+evoO4h6XUagTJxT5I7u7Z2+XkoIb967Mx5PG8Q//bfXT480pGbt/MZ25+H2yHLz/rA3HldVXc+uFm8d7Ziclr5MEvf43e6zL4uXL0rPejqenb2yx1/Grf30+OvZ3/3b919+Pv3BN+4VmdvZlmaN6+v4/lubdQWvzpeqQ2Vsy0aaddx7G09eXW7s9dK0TYvEpHW/b01hXIWNi75slUBB/oN37pyfLsxrH2orwMIgLLe2LcUQXNCWQgyRrdEKkLQ2kT1qxQDaJjbLPLNjPS/9h7989uPfeWt72EVlmHl8eU2KbjuICGANJlbXZXNLVxLWzjnvJbFKIRptAOq6dYOtkQ/+5PwalY6R1rWzlvqddHtzI7LYxIQYjVbGImibdzuRuUj12dmEY4heGEQMKKNqH1jMeFq2Vu3bfmJvWQcg3muVacLQNhIDACqlEIGIblGHChUgcPRIBAA+BlTE0fumsklGqENbsqvEN7eE1jzP8iwhksgSWRCRSAEgAznPSEDatCH4oFzgTBlE1kb/yU9/NV63pI1rGhElzn/r3XshLFzbuLZdr1bbwnXdVmWdJgkH6+uIqTFF4VtnQ+t8NAyok3feffzuvb0/f/7aJSHvpp0kq1eNhMhRRDg4r4wGY4NrgwgZFUNUSomwAOhERx8VCSHlRRpjDNEjaOZYdHKOQZESgRii1gYBnYsAqA3Ff1eb1sqEllEAAIU5Mi7bhgC1MpnVrKltWhZBpRSZpmlJk3BEIkUUQwRAFgYBAQmODWhQt5w2dM4jABIKEgMiC0QO3ofolUJCEIjGGKUwNbqtHSlJM9227JsAEYJEDVpYQhtQGUIFgFqTEHjHAaImMlrf0jESk2xu9W8m1WCzCE581SZKQuvZ+41h/oMfPfzoixeLiRwedp882n/97KYY2rPF6vRs3bX0/ptbgyFmnfjnP7scbGwmCqul63fsnaOtxbze3ewlBjt9WSxWHdV58/6upurpB/f/2T//3AY1yLvjWZXkibU4GuXtdbzf7/7wnbv5YGMtHzdl+eHn88zZ7x08mZTtydVssXB+5f+bP/+KbDqv1erZTfepTNzeX/70OZoL3a4mrmkoICBorYuiuLxZu5rvbu/3O2Ld/LtP9qAun9+gMYO26RgNvUG309sQ60cHfWVTZiEECHW/s98wRMY7Ozw82JvMitHdD6D12mRJBz64f7/XtzeLSnl99/GRAUTS01l1cP8IyCBjpwvg9bi5OdrBTr9bMzL7r5aTgw48PSzEdirIJ3XIlK2bemsUrG56SX49aWfT5hsfHK6X3Ou8ycTXF7i397ZS1oeoVD3cDPfuPEhkERup6+7eQZ7309ev63UtmvrHF7Ond3Zuzq+qRXV6sSoG6V4sNvvJ5fXy6TtHOcZPvzx544Pd8xf05Yurvfv7r89etis2aVIUWVv6i2d1ptWHH43PXk3ubPo3nwyvp7ycVVIJ5e03vrObf256G9nVeDxfeoyq28XL+XJTNj/79eT+B3lfZYcPTb3iV+fLn/+lf/S0sBndebCxLsu21b1u5tcSRADo35kMUQSEUYRFOAgwkbVakWqjE4ipTW+dWj6CCzKZ1Ubk7GKysb9ntQq+LedzdfsPHWOMbAxx8BKDTbQ2mgCVUloREbLENEmKLq6aGSBpoxQigmbxy8W0OyjSvG8MxcZ770Jga5PgQ5YmIqIJkyKzhhBFWECRTVPS1gVBUKnNA/iq9G0bsZ+F0CiEW4WiBhW8BxGllAshSxOT5yIYY1T638324BGAfeTgo3fMvg1eYqUkAoNwaOu6KpsYGZljiAxAgAhKAAE0aRCOzsfEQAwtIQQfEGC9bv/+P/qTkokUkY7eSQdof9TxrkEgQFNV1Wwytllely2E0FTrNLHdfqcYDGyns5xPFCkQr3WqEvXv/f63PvzydSW8mq9VkmjU3W7hnPM+GAJNxIFbx1prEgrRx+Bu/6aAaPStXAIEGBGMQu99t1v46AEgunCrwxEA56MSIhAijAQKKXB0rQPAJLG3oTSbEmnlalmtGq2w6Cabm4PWubKsJKL81ksbDdFv1wHMRCTCIUQQ9G1EhUmmFaGi26SKaCQUBAAiar0nImMMkCBqpS1HQsE8MwwCzEpD3jHCynNg8T6CBAL2SZIElhCjMJLGPE9JxBrjPTdVk3QzpdusiE0rq0WNor0LIMparuqqrOe9QZ6mvqyqy6vF8LB3NS2vJs1mn773zkOjFSQrnaELOrG94EsW+5OfvooimUnKyU1noPPSMiez6/Nq3X7jW7svXk+0iKua8xfXWiguguoWV+dOnGdfX4w/czYtW43RvFjUSmk9HgfBUEdLerh9uPBNcD4vzNbGRta15xczrbvrWvRq3BwdPP36xQtf1V8/n1iNidMuytnF9OlbOzsQD/PwvXcf/b//4uKmgbt7qmOsHNhyxiwFi4qtB0IJbqtQft3OYpqqZGvUyyAdFttXc9jdsKgsb3ez3F3cxECFtsFAQFZACeqUSButYgiBWUs4THLbrPIejhfaG42dgxZWq+AWs2NreqnR4ECjDr5x1aIhdZhtFZ38r7+aACR3j/btoimjBiIAJ2RYInYphdUoqef15vb9tBeq0Mrbj7910DWn0/U8AlFzcG9YrWpa1B6bwoymk8X+1u6LZ9fL5aq/mV9dljev1tcr9/VX8xiiNZQoW61KZOh0dHTty8/rzb3h6GDj9ObGJp3phfvuu1tpzleL1fe/8/iXn3xuk/z0bHbvfvHs2ayM6lvv20G3+LN/Nf79P7hX16qX2nq+GI+bB0dJajDLkmfPl5kuOh01RsesEfn2msEgUcTg7VELIoPN8zRJnXOBSSlABAJQqIQhRgBNy7L+/PPXj54+6exQW9ehdZE9MXgPCEqTIoAkvSWEyi2wiEghQvChlqbb7d7MFufnl3eO7vQ6vdW63RwN+Wa2nK9v7DzV6WjUK8tysaxiZK1zm6QcgyLSqe0O+8beqMhAChCUSl1wRaq980mWK6LnL063Nt5QyiiiVd1qRUW3a0wSvDeRN7e3y+W4Mxh4URFAIWkyjBBcDeJC6yB49t61lSAqI8AgjCgYPF9fj6eTGQfvWidEWukYPCojghEARLSyMfi8n2lk9m2izJ/89OfPXl03KSqwSZoDt1sJbfZs61aNi2QT79qbyWRvLy3XJWGiUSKyxsxV67TTT7tdrVUIEr1vA//R3/zO//Of/OuXq2kCSurgkTGDJFeFStrWtU1omyAst0tfrU3wAoAiAoIBIhAmRgMygCTWGnPLsIK2dtFHY8xtjRUAmOPtRvVWzG6U5nD7Zo/CDAzt2ttOopOIyN7Fsmqdc4N+Z9DbPj+fBs8qUUSilAohBB8ARFvrPd+ODjGwJsNeXPRG68iMSCAALKiUEFpCEQEi5xzH2ziqblo21rZlu1zUSUpETKBuPXBEwsASY9tEY3WnyNbrNrSMwllhTaqIlV94rWNVr37nx2/99E8/63WTNDVeBICIVKqSytfb21m5RmC4mFTzFyubUqrV7s7wYt1+/sXUpnW3g0Hg5Hyc5lFp6xz51gnUO5ubdtr4ZeWlyYLtquTqo6VVq/uJ2T7YvrqaIWurIMWkt5H6NiK3d+9uPTtblbOVk+gDEylt9XZhHh4UkVulosmHi3Xtq8Xjw1HW6wBDp5OQVrpat6swe++w/3C4ezZd//JkFZkU6etxXTfyt7539PTecDGejHTV30l+/KbpdYtLm37+y+MN0EB5CDIum16hUueCt9Y5BTM9KqqytvoyqwiQNvobt4m7aeNSz6NCLxr2oc11oMCk0rppWEwU2c38vbzmth3z7G5/62TuRh3DrYqSK/Srdp1QYRVzNR7l3N1IpxeLwmYbndHNlfEpkquzhOoq9lPlxSzbaJQBgnI1f7g30k2/XXhtci2WYr2zOVxFm5JpYutj27FYjKLE6J3Lbb+tqq3hnc0RKx1D0/QGqc58DG6xXqeGRoVdLRIf/I//4OF0Nn59WqFWz786eXA/63Z4kbjXN8vL15Na80efTx4/2l1djvvD/O5O//Lm5uGjnVb8w6fDTz+9/um/Pt3d7OiDYnM4/P7ecGhxLU05qfZ2MgBTVcwoBCJ8O+XFW1NsBBECpZQ1qULFwTvvW+ey1HCExFoAZmQhdL5F4FevLj7685/9wagnClFQREUgDp6AjEatWABdAI7MJoLyIQYQpFteK+H+zvazr0/G4xkZJB2VMUmWMiIwLsvKZElik04BLGISUtrIrfJb6aKwmTV1YCAdPc+WlTFKotvb7FoLNzfLleGr8WzUSRuOg0EPFCiltFaIElvX390FEgCdFh3SVlgYRGKIvobgY9tI9IQgwZMxDBoACcD76GK0xkT2AcEY5XxEBagwcBSkwMI+mLQQ9oN+plONEObT1f/9H/zzaEAYgrDWSml1dNBDaKuGGQk1slfz+ZrkutNL865dL+qNDR0ZUqNCdNomqBC5FedjdNv7d/74x9/82U//+sc/fL/19fOTm+fnY7IkRubK1samCZO2ZVUxeKUNs/JN629bxZnVRpMBpVghUlAueBGp61aCkFIC8lt9IwCAMIYQ2BqK4XYDLxAECaMCRcjCHKImIAVkKQbyjq+vF91O9sbT+2dnlzeTRZIkAOi9Q8AkSSJHRGQAJKU0CLN3wCyogBRBBKsVaBJSVinvXF3XRkn0IbXWaPLCAYiChCbE1rtISWK8MCoAZq20LTTHSNp4HwDAGBXqFomN1U3w5doTgyg6OW4Hg9W3v3fvZ3/6XFkdo0PSsW6chPFUdlNbt21dYrWUVJtYlU7Rs5eta5335KbxBnwnNRFMXEAC8MZoGHyTZaleh/fv9+89uvfFi8mi5G7SPDw67BrsdVIGme9386Kb5dYBjMfjnc0hx6CsLvrZt57sztfh5HpqjIXodwfJerXqjjZmq3VTLbe6ue0NSKGrIyFOxsvJfKYLAxmFbz8avfdo+G9++vw52ICNUnLQS/vdZI2rX7+esfNkjWvWZHdu6kqjbOU+Aw6+tv3kyX7ncj5tJ/PHB9vpZb27b0XWNoGuCv1cqrbe7WTl8npne3hX+Ho86+XDm9hmuekmfthLZrPpVbO+Xvpp09Bmum6knwU3nsZk2Z6HZKO30TODopDB1kfnbXDcgENJUlBVSEf72Jbzm1Z72gCW8arZ7hZ9vRgU3eOLJpJBjoBBabf0eDEtEQqkyOQ2cn8+XwRtFYkF1GgZhQQ5YKo0C9g86+ZMxggRs9yaTmJs2FVNs+z0aLNfoBIX5pNJU5Whm9sEabZqr6dNuwz9FHe3u59dTba2epOrxVa/d3w9/+YHyfc275+t5C/+8tmTp/e3h93KB67ceOKOjvYHCY3Hq88+nB8+GV7NlqsyKM4iaZBwS5AXRB8iMxAS/LspPnofQsNRvGcEMMZqbVERkYoS8famY+P46nx+9Xrz3v3eRu/41QutlDHGkNaKnHchgnMRgIjEN4JK3R7QUJhny82Nza3RaDab90e9/rDHELudTBFYjYRSrtYtgbUJgKyWi2q1TrQ2ilKUvdEgtUq1JsQQGZerdWrUoDDb23lT11mWrNfVZLLoZmm9WieJ7g62MTFijNImeG+0ybp9iSJCqBQARNeE0CIKCJNEUAiACCC/bQYrASFtnI9V4wQ1oBhrSAUf2AeJDIhMpNooULteQvcfHhKKAvwH//C/+vTr61oLKO1cI2AQiYxdr2uUoLUJAYmkbdeT8VykV3SKarEoLLT9LCnyxNj5orocz4osQzZFv7tczP7u3/jOj77x6PGbj/Jeb12ur08vDepFHX/28Wf/8i//+uVk1XJMixQBffQQOEkoTTreMxIxQNs6oxmNalrPiBxZkY4YEBAAkEQpCi5ABJNqCBJDBFAxxttUdKg9owAQCzR1sIYQQJEOHAkJkObz9vPm5Te/8XRjNH/x4tyhCGJapEiIAQAAnBcBrbX3HkGIIAZhgCQlk95Ch0XAB9eSIIeoCFFjYK+0NohILIpRkfccxKW51ub2te0lWh/kluZat41nMLnVhLVz0UepYiSzmla7u4OXL28++M7jTi+xoA43hhcXU9dT2injcT6Z95P8sJeJjqZtdu7d/8VXL5m5m9Oovzm+WmyPBm+8eefL5ycb+fYoU0LiqsX+4e7Vxar27vMvL/IkGww473RXq0Uy6K6DZ+86w86scn/1q+ODg20K5EW1PkxvyhDjqJMMholJB1VZtXUcjrq9fsYgNuk3TciMSW1nvJznqDqJNUk66m5ra9LDw+Hx9ezF8YJj+sFb+YOD4XrWzGrHy6XdzL/4qhkM8zu7tL95dDquRg/uvfzi5NXr9dqpbk4DYoWu41f91FrwWE39Kh/XddHPO5R0M877w6+PX706X/cGPRUXOmtOzr5igv7W8OKkjFt9H1ffeLj7i19PIsVhmn31xfUPf3jw48d7x6fzMKsTWe2nNEqjYDqzXqW2rFud523tVtN6+26xWoevXy03DlVcybrUjZ0f7qZfvZiuW9VSMFoTxs1+Pp760hsFlRUsiiZEmtYhKtSCGjEgigSRqDTdMkSSTua9DyKM+hYMZ4WBUvRFKDYiwWRZt+0KoJsm/b2dNrSNohQjx6aV4E/H872R3UrTTkJXk9neUf9hsjWflWXLL8o2en7+yenRUXHxokGG/kC/fHlGh6YFeuf9zZZFg67mbZ763FJZRUGIIiFKjHKb30YAEazrGpgMSds6FlJas2AIrC0G70QIgDJrIVV1TOraa4Ddo8MvP/40sHjvTQLMSNoiR6uUizGy3NZ7bKJJm+BcVbubyXR3fzvIVQweNGmj8yTPUuuDI2BCsKk1Sic2BZTgaqPIGoXg9kbFoMBxCYIqihiljNKdPB9fz50DQGNs5j3M54tRPy3yBIBsmqM2IkLsYxBlkgAegYUdCEgIiFET+ugRAZFijFEEhRAYtUaluA0SwDlmUYgRhLRWDB453pJkAUBpDTF0UnPn6CC0/u//k3/1n/zjnywROIjRNs1yEPGBr+bVrHKFjcGHzBbCOrIEqFclwCWPCms1KsToow98djH76U9+ZQR2NofvfuPNhRZSerQ1GC/XOejE2L3796qy3rDJW+89/fHvfOcf/5f/8t/88pOpl0AUPbaVJyQgCcwaFCGJaIkeb3cQwhxZIYEiZr7FiGutUVBpFUKMzCDAMYgIEkoUJDRGcRDxDEFYgUkSDhFAAG4ZQeJC+PCXn3/7gze2vjv8xYefmiRjBNJKKQ3i2AUkiBxJERJKjJGDSW1vWHjvhUErCk2Q29OLCCoCQtJak27qOu3Y4ebAmLJaVYRoALZ6XaOT6/GialoUBVryLF8tSyVIzgtRvkWxNgQ27dOmNltb+avz9ae/fNVJ0jzGdzYHv/N457OTG+P9/b2dL1693pL8zrDAjtve2VK9rVDGjb65f2fj9GIWd7ZdvRgw/N3vvvfqbGxTO+jY3eHeqm4GPZugFmGtUk1RJeb4bOocjGeLtm12dvTZ+Q05Ws3bZrW+PhubLC8GvcV07ONwvap2t0ci0Ot3x8u1UUCAaZLmwyxBCIE7nV4qlBZ6XS063UIneefVy3HWzbc3utE3b721e/H6xmMEcT987/6XX150Eq7a9sW5v7qp880sraepD6PC7m1maYYL791y/fadrZOTyavrUg9yMcN60VpSx+P5nZ3+dF0uQyh2uqfjcwktKbBZpq3U3uksfXE29cx5UVU++OgevbGznkz/6pcv/+7feityuJ5PdwfF3d3D8cQ5Uo+3/GVZPtjPjVJRbdTY9npZGPXk89P9ofQ3aL6k5brdNfZaGmaog5IalIkbO2E2R5m5SsX+puorOZ3bFhOO0TMjAJDWigKzk4hABkgFJm0MQGRhkFukcBSMCgFIg6bUZGkntI51REWiSCBiEIiucnUdmm6hu+maLTQ9ms+Dq4BiZq0a7bKFoFp6fdF2+7rINtbT9cOng5ubtdIm7fak8gbi3f1hmprp1aKiIMwiwFFY0CqNghyFQeaLlfTSbp4CUp6naZIqpQSwbdrg2jSzWb/PWq9ZnUzkrz58vnHn6MG773z05399cnVlE5smBkhFRG1Ia9OuyrqNVb1KrI0hpKkgKlK0rusmXqS5NTafTBZAjvqUJKkyKnoHMWqtjNbeOQQWYNSYdDKCkKZ492Dw+vpcyCAqo7Dfz5NMN62wGI8h+MgiWaq3t4dFniGqtmwFSFt2VWmygmxOmnzTUgxECgFIgW/aEAIhBO+Q+fbmjgIK4Ja8V62qxWQRQhRgEeVaHyGGGFg4ehcjQJL4tt092Cql/T/9n/9f/+i//rBUyvuGUEcXwWqtNZK/mK1fXi0e7XcsgjHsgyRJQVKVq7p1MOxuoVE++ETg6nr51VeXzbre28veeDC0umlDlKgjJQRy+WqSdwabWzta4PritVDy+NEb//H/5n/++J/+i//kP/+XZ6vaJqnowBCiiLKGGXzjOQaAQJYkSIwMCMoQofHecRSlTZp21qEMzEwASiGLRAYAEDBWZ92MLLnG16vq9mIpDCHEopMiwXpVp9Z0elkb2o8+/fKtx/f/6A9+8JM//4WrOQVCQmRWilApQbhFxHgRRBlsdFyIqJRR4oJ4xwKIJDEyAGokDaqtnWOnC1uvV1rBxk6nrUKicX+/38m7D+7tuzIcP3/d72fZVr6oUxOoB9Qb5qezyfaugUDH8/L+YPj0/l3dvHQtbGx39jZ6br7AoXmy2RkWnaZe//GPvrGeVHujQXd76+NPnq9nE5Mk1/OydtPxspwsqrqO8snND755R+Xm2fPLoQn27XurOt456CUmiyDrZWUSE/3qyf3tr58fP3n04JPfPF8vmrtH+6hlOV84MVoXF7Pl+nj54M7W9bzmIF9+8nWW2UE/XZXV00dHGqBarTe6m7Vzrg0ccO5rnWTD0aiqK/3k/shvpHmn8/Xzi35B04v5tITX15X3ZRXc0f1+TQuTpfd27i8Wk2x74+LVyd7mcHfHLite+HYnt69fzL98Xb2+cmnXPt7JZjeVAHHZBqRn13NFanxTHjzY3UhRytQ7v7vbVaSuLqfdblKkelW7k7MliFIt/4t/8fP7e1vv7PavLtbVwg2UUgLzlXv+xXhSte+/t3325cnTP/rg1YvTGXSmy9l2J1tMZybNm0k8ONzKRu5oK/dt+Js/PLq+GMeQiKHji9ORyp/c7byM84mvNkZpeVPJNOXEBiZFChQFqRWYKB4AFFmlqImOkSLfDuJgiJAhoI/RK9QCUZCZvVYaUN+ekZA0WcGoO7aw7Lmpv/P4zWdXc0kaZJWl6Ni7EOJZZBYILBzBSukpBvXqeRukh5C6cxYmiRuR0TcS2wSxpd+SrhgEFSmtCFERMRKkWaqNzWxqEg1IIXIQH12bEGeDDrOKXkkIax0+//zk/v3Pf/CH33/zWx8c/5f/zHY6DBAlupaFwfk2SFSUsEDduJjYIE5EIYkxFBy3oUpyyDJbrUvhRJlUoiLKBEWTQgJB7mQJqpSZq2WVZ5py/fTR3Z/+9WtSVpQRBFCmP+j7ullX3rW+Wq6t2tjf3+x0BkSwWM46EBMNbb1kHzk4W0Qkc4unExFmRhZf1QQSJCDiLdTj9qKHRCi0WqzW69J557xvW8/sPSNzdN4JSggcIyfaaG62Dzb/4//D3/9v/uRDMYmPDKAEpG0qrJ3SJimSMuInL6+PNvJ+L4sCAqQ1xUCubetmdTO2B/s7kXGxcn/5V19enFw+Puo/ebyN2rl2CaIWiyWDKrqD1OTgmmo963VTK35+M37p/d6jR3/4ez/4l3/y4ensZSuqbVugyB5FBWEQLyYB1LRcVlXbKqUVilHQioBSKMEoauqaOSSp8cwheIs6AAMqFAnRBW+MTrTRaWbbugWQGEUiGwPdjcwHr9A412qjooZPvzxZV+0PfvCNj379RVmHyLduNxYWk2htiKOg1lF4tWoJiTRliYHgSGE/T5syiFYsLMyNq9vKa8XKc7VyEUUh+da98WCfaz+5nGVZPuoUv/+NJzrBcRXTkFTL6zvbPYG4Iem3Hh90uulHn984F18eX/e7BWcxibherDJbfPHFzBAfu+nW1vaz05ce4/ByXRy3k/EyN6ryweqsXbe7vW4enDNaBllYN9fX1xSo0801ZVFWn70cj69u3nx4p5ugStimGQZ5+vBo6apez1brejKOYuFgs8AhlGu4b+JwtG+SNMCMuHnjwd0IYmxy/uoGgs/6hbZ6ua4EDUE7Gu1Mx7PRsFf5xtpEf/LZWZbmuIij7R2S6nJc1a2uZ7OtjfQ3n77Y2hmOtvpBnIQqpkUnl9N1+5OX53/j228sm5tJGweZOdjfOzkZo+GO1RZIoM77pjdIm2Vbrev7+zu7unOzWmSjvVCWRVEAqKpyo26nqhqrsF9oZ2iYqzvfuFuu6+vZ3IdwfrG+f3/r4dHmfL1svH/v23tnJxMSePfte/Nl2RrXT2to0o5J9u5vr5uYD3vX0xWh2tky4pwE2szhejIOijt9d397PzemyMIqqhhddjB6eyu+uqzWdVLF+mYVG9aSaEQCVEFqSgBE3RKXxSNp5YGZY8RAwJEdogb8bTdVoQ4SIgdCEhGg6IXIwXYhwMv1qvKWEBgZ/W2TFQ0ISAyCqgkxMoeoWDIBgRiCZ2aOMUQJkRlCVEazhFvgPERpXZsUmY+eFBmjlNIaiYAiEyG2zgmAJSRlQRSRIUUhxLJukfGLT756+sbj7/z+7379608uryetAlI6tK21JksM6rRtmUmjIhZwMRAyMoonYRHGWLVEYNMkRljMV0rpNE2RpGmrru0miWpcOej1CDAo0InSiV2sl9qQRxHgAMoHKVdlkWqItRbfzcy9o8M0LRhgtZivVvNEg1NhMZuLQHc4DG2T5H0fAsEtYQAAIgJz8CyetGZSirTShnSCpH1bt/VyvVzEyCAEgK1zrQ8SA8cQmAGIlWra+u5B7//xX/zk//MnHzGo6CLfWnZuiQkA3nnSZIxZNdJGHW6Nt5owEPrb2KcgYBvYQvbJr1+ev7442NU72+m6DFlHaw3eheVyleVpuZ4mmc8LQmhJJd6Xgm0I5eTi9Ojug//1/+y/f/J//L99fbUUEmQtUQQDCYvSrY+AYBVrAwqEgLUlMhQicFA+tIqVIk4g2iYkUbyOiGCUIKkoFINXrAQFSHSiOTCCaK3KdZwtJkYrsu3GRs8HCaHRub24HvvYbu0N3dk4uFvQDxEioQIwWQHBefaCkZkkBowIIMDRMRidqtZFEFKggHx3qNsmCBNGBcC+dJudblaZo61evp+/Pp0Widx7sDnc7Z2e3HTzXeI9WbrVYnV/a3s1nreBSeIgS2Pg6XKdIj95vDGeLIBpI8+zhHt5z7UAaae/QYtJvbqaFInuGn9nlFtt2COJvP10d7jTPb8aF9pQ58752XU09vXp+eOjHdQ00DLIVdssEDGyZg6pMW21fnR3y5WNTYuTqwuRsDnsjrpUN2nFjYnlO49G15P1atWwRENpllgBrqu11mprOPTCnawzL+NqOV0tjbZKo+iHu/uruqlAB92++dbdZ588d8vwN//oO255sVy7k+O11/XWo816Xa6D9Ea95aSeTOtfvzp//Gjj+surFjjNUBX6MO83lZsuQnfUceuSKH9yZ6RxsVrW6ag3nwVE3tvecq6KoMbjq82NPpqkKZ21JrHBKj2vV7lRh3vd1Spu3x2Uy7K3bZ2PrtaouL85bD2xiT6G0fbGME+u2tJYyfIk7+Ozi4nN++v5/Ph4fLi3XXSLvDMYKn0yPQaS9aJaQZxVY5MmyvNGf6BUi5IMNw99Xb94ffn8fHo+44Y1pKlJ1GA4mq2dD7eUO6SgiBQgRowsUZgRowghCIg0sVLKIAgDAWKMHhEH2m1v5s9uLsqQiGORyAQ+hFv3FTDHEBiQmEXYeS8Acss1uXWuhggCLkaILICAJIgAGIUD+7olRZhlKSJ4z5Hwdl+mkDud1EdWkRmo9VHbyD4CghDVUf3m2Wz+n/1/f++Pf+dH/92//c/+4X/ehkCEopGUBoYQnLY2BnYNe0HfRmtNYlMgLRKF2PkgwkRRebbGZimJsDIK6bYNzqRNFOl0cmtt7eqTk9PziwubmMZzDMGFuETuplmnsHlmjJLhzlBpbuuWJExvroXZblO9Wk4vr/Nu0R/0wnoZm5aSNCAyIGkjEpFjDA5QCElpg6S0tmgSQiQP88mkbRoWCIFDEAZB4BBajlGEGIGZCqNaj//8z37hFUpEEUBCpTBEJqXwFlQbPGrFDG0bWRAFY4whSIgQYkRUdRMC6atZ+9lnrxKu+53RuqkIxCZdyGS5XF5dTfLCbm1v5wVai66t6lqty5XzYXoz6TiT5LPvfPf9/+APfvR//c/+62hNjC1yRLHGKolegrImyQsbuI6BbZaCJqPQLWsTwkGqu8omYN59uPXdD+6i6fyn/+W//cXJVGep6WD0opHIKhFItI4+VOtaEaZ5WldtplJtJOto7z2S7fU7kVtmNV+tVnXV7+fLZQkCwQOgMAJAFMAkT0LwVisU8DVDWyPp1BaahSAgqHXpiUK3D1uDfliETqqpMyCJG4OUUOcROjFs95M8Hw23utVief3XF0pjA9fdPCls1u1bo8mwzZOs2NHsHJEaZVQ2bbVe94uco9/IcGezd/fu7otnJ/OVsAuH2ynqYnK1HvV0f5hYBR988/2/+PlnUezXr6/SLBtuj746mTRtMAKxKklcmhW7O6O2qdJOt3ZgyJFWgKbXyV2odvY35/Pl9la/qeP1+UxZOpv5T3/14scfHHUNbIy6JsmqsplNxkf39i8ubrRORsNuDFWom2mjai/7e5vsXJbYw/1t3eAqtLUrwebZ5Po661knOJ3P7m4NB31IsvLFbPHxi0uJ8jtvP3r2+atOZg96FFP8y1++qtaSp+39zXR6Pe/fzc4m424v29bp6UlD/ZDPF+jbQa97MV4aSv2s/Wq+0IlaLlzW6V/Nmmpd3T/a6+XUNM61eL0o725vXt1cdTuF86CMrVpkSaqmKi9ZKy563bYNDx5uzq8Xq6kfbmR5mi2WlSZSZF++uLi/PxyM8sL66cWY9na2t3dOL14cbG1CXYcoiSYVtAYQ5IY1dkh3CGLc26JHj+6Ox+Unz6Zny7qOiG1WL9sWEIjRKCOKgAQponD0ighRSABv2cLC0QsR+iCMLGgKcm+8aU+uJ2dX0SlQoQ0RADHGgCgiwiGKQBAQH2IMQijAwCIsgQMjcgQJwYNIFFRaGGNEHzhE1pqcD1qpnBRRYAHWWhAy5gf39qbzadk6F6mu23VdEhmbpYCCgLFtA7jll+uvX18+efMAN7fSZcXORea1ayFGSlVizGDQ12W7agJp4CDOi+KgFCERoY6BfQi1c5aa6J0LTlUAEoo000prm4QuF92eQnVzPSsX652dnfRFuWx8dN6ztCp6TsvWWWMRZG+3H0I9uam2RnlsXNO0xtj1YrmYr4ter218mqTIvik9i0SgvOiSQue88G0PXQMQKQ1KAxIaZbyp121VNq0D51kEIt/qbCFGYZEAEkNTjNTPPnpxs26AFAgQ6hgckAKWKGw0WaMRRbHbGW0OukVwDpVEDyFiEFSJFc9l7UXlz746Xk3n2ZDXddQSB11GQO/q6+vrm+v5zt5wXbY2CwVQXhQI2DTBOWljnB+fXE2Wypr/xX/0P/g3f/bz45vJdj9972j7N6/nvzyfodUouF6VSkNTeQDQGqPzhVVPeum7m9nvvXfnd3//WzrvxEiDYUenyVvv3v2f/m//02PPEEVrpYwJIWJkRooSkYSZQ4xKE3vxQXSLznnSTBqIECB2uhZJJVa2s2J6swZRGrWiUOSahHwTVQLdQqcRntwd7G8Ovzie3EzmR5u9tx5u30xXr08mO4NscyM1Sdqxeen8fO2K3OxudNarpm3bNMnWZYl+rXKwYlONOrGrNUwmYaErNKaux9v9rAoheGckjAY5GPYQLk/XvaT80fcf1D5OF+XV9WL34KA+udZiFpVfTqePd4eSwucnq4ThycO2afh4fLXdz9eLJW/3yvniztaG86v+3iGlPJuNNdqik5ZV5So32hiIwmevLlAwSxW7aZ4nvm2Hg25b6cGwE/z1YtQ5ezXe3E5smh4fX8QA3SLzHHvDIrfGB24a6KbdygVXz9M08U7Kyl9P5zqUYLLOnVGqmjWN22DC9kE+fj2ft9qQ3u31LqbTqnLf/s7TjvAqwJsf3P/q+GbthVhrJVlmikI/uDNKU7FZzHbVzarSWaoRXeTaBb1uRKsk0ka38/rluNdLO6k6uV7cu7cNdbi4vlpbhWBf3azHq5h2e5sHh9fXY22w6KtZuy5GHdG6qVuTJUVusQzPPjvb2Rh2uqap11VdkqKTy/XlzXR/a6Nmfrg1JKZEW3arq5ty5+FTGzFoXi5uhjujnaT4+svTVZOGGEufwPXU+nJns7eOsH/QvXtn6+NPXn1503pXSukhUY4D1xgo1RqREIWFkRUgRRC5DeIzAEcnmiQCQYix9aoZl8n1jfPegJQuRvaIAKjpdvJHRh/ZSxDxLIJOAQJLlCi+dYFZCEIMUVgESRmtNSoAHxRhokjdntlicBwTRoq8ObAP7x75GFoXIgMjC8R6HS21CBzFEQlEX7rGaONj+M3HLztZNhz27tzrZyaGpl7O1tPZ1INbh1VZBSCtjY4gCBoAQgwhBADFQerGATEYgdbVdZsYUQYocidL6rqq18uyXPUGnTxJpJchmU4nHS+d0iwM1irvwnK63N7oaaM6RRq8962s1lW33yWlQWi+rMtWRCdl2UiA3rBrObZt2x1uCUh0wShNxpJWqLU2BkkRKVRaUJqmbbzUASQ41zoRwz5GligKkSMp59k09aC38+FnPyfUoLREZpYQIMaQ2eQ26B+caESlaLPfMwp9ZILoQ3RtZFExInIko0/P5s+fn7FUQknr3ebWRmJ00cmcK9u6EcEQ0Hle15VZV0x2a2cz7wza2SJJjLL48adfjyerv/f3/sO/8+Nv/tWf/7xn44/e3/73f/z23/+nH/3kq6sZh1sEgVEUYlSed7rJ46388ci8/3hI3M5Xi4ySzsZehYmfru/t9v9X/6M/+t//g3/pTMqMygeL1AC64I3gW7s9Tfarizlr1KkRluAigYnepUC9Iutn6H2crB12dWLU/qBjhyq3meXQ7+SE2LQhRt/rZsG7vlFSrr9zd7vazjs9c7iVfvvhxvKdw5PXl3vb3VUZ5qsGES/Ox1FotayHnbQq26bxiNTt5icXi6ubenuUJ5S8vFhrpYrCuLb1rlmWjNLuFXJ0fxuMNq3b7GQP3i4e399KO+b1+URr8rV7dnUSVJqSXExW0rZ8sHm5bl+czG1dr75/f3ejfzOeEoaHdzdE4L23Dsv1yqajy5vJxqiDAjE4o+2gZ6HIJotZFvN+RmXjvXNZRx8dHsy+Ol7WXmlzcjkfbg6//cNOKKu0ky/Wy/tH2+tVPej3J5NxnheX51d3jg4Y4sW0Sa3d3tqsm4oMJEnx5YsrfbDdX5Y+Srx3tL877Hxx/Lou2+yoOFuvdtNeL8nvtVuvX14c9Ifdyvvh6BcvLnwNbcV1kH7XarSTkto2MOhRr+PadrKuf/DOjl/43TuHi/qGHVc3663h8Ho6Xq+r+3d71apqVvVvPnudsv/g2w87GYyv5plVu9vZspz3tUjbJElnernAzJZxtajKbi/vdNOb6+l2t5cR31xe+GHHs2q8kBbQ9NbTe1XVvJ5NKs6//Ojq+99/zJGvxuux83f27kzHN6nGy9dl70G2s7d9fDlHS5s7m9u97vT8uCzrVaDh7lZbLh4eDfKBXF4vNnbVl2fVqEhCbC7XZW1TrRIiQAwUhVCjUVogekZEheCdD0EShTa0d+9m5ZrLUiQG5hB9RCFGZAYWkRABITIAMwoiMyFGZgFBBGU0MEdhLYpYPHNwrSEhRUgK4+0GTQMIs3ArQVZvvnHw+N7+z3/z/BY8CqKUSGKME3be2wQ5Bu99DI40cBRuY2AK4uZNe3I96eR2OOh3zFAViBiBoNtHnRrSVFeexQYXALVR7L33ErPEghJCRBQktEliMtXt94tUKwFAdTu/kzJJVngGlVo0RitSQInNMm06aZtRQFKXk9nuaBi4JZ2yZtvpnt4so+0dvXO08/BegnF6ebpu206nkICktE6z4F30ThlLxihrkOQWpk0ozDK5Gc8XyyBSt23VtBJ9ZI6EDCo4FlShqd+4Pzw+X55NlpCYPENMjasDOtSW0JIGdN5HEsYQQYsE5sisV2UZYwweAkTftgZxtz88OblYzcuMTHQCDDGEfNhl9lVZJzaRuJovW9Xh9XS9amlYut39vbzbm0xmtWtvJgvD4fLFs+Pnz/f3tnzbtJG+en789JD/l/+99//WrPm//KOfTb3XObZIgzRcBOWVAAEAAElEQVR7utPdTDBU9XrSTHezpgnrv/xEgd5/+GCwtWuVWqj2d75z7xs/2Xl9U2aZ9HXy/tsH//az66+vxru9zkGRfe/9h3/yq9eXszrX0WZZ2XiJlFsc5aabFqPCv/HGo1cXi5PxZLluC5NG743GPMl9G/qWd/aHry9XWWG0WA42yULWxfNx1bhkvXRJUtbrctjJl+smydIeAlkV/O7VzUKCTGfrg50NCVXZ+KsxzJumt1mslm3VLHp54oI4F43ivNddrnyBze7hKOvSh79+1cnyzWFRVc3FvFIzqVfrndEoMSpJ7awMUq/ef3qwrv3lzaJx7buHG8vx7NcffXHv4VavU1zflJlNtvc7q4WPwWQd2yuyQV5UvvFOyoqzXLfMNh2UZZkYvT3sAkJVt1+9vLyZtnU139npaqXPL8ZFqntZ4pwUaU+R6ndykZjubhid5IlerVZM2gWpynm3t5ckKejYONcfbmqbSB5o3brJer4KJaBt5mtkT8v1lUWVqorrR4c75dX08mZqU1WvmXxSlvHlZJklCTjuD3vtejJKzFK5jVHvbpb7pryarH0Ow4MUFjHRMl+tdTf/3b/x1up0ur+zMRrEk8u5Uf3jk8vOVq9sFabqu++Nzp/dZCDgmV2rvdgCup0iVjGs3ayZaGNXbdm12tri9GK9bOI6yuHTo26ehLqtFyV7en1SDXqd119f3T3ceP3qpBiN1otJd5C6RXP1etrLi06mW4693iC09WzBneFGrOqydIt5ZWPMkiQtmm+8M6rXEcWPtrZWy3L9cny9Wju3BAXaaH07Kms0qKzWSMDSAGglKjW4vW9Q+MWLWVlb0cQAEvmWORSZf/t6JQIgCZGECZjBCyEJ8W0v69breXsXF/wtbQ+VUko4InKWaIXUNvVeL/sP//h3zyfTf/2rZxKiUUriLd4YtDakyBirFHEkUloASJMPUX57Fq5u+crlvJlcrIlQWUlzm5tEa9Gt11obk5I1qAGiw0AKNSoAACB9u0S+vdflJgcxAiYQEyoQVTupQ+XaNoIEBlRGkQqRRUKMwWZGJyp4nE88Udi7s/fom99sltMXz764uZr5JvZ6bLL84P7R9uO329XYrWda27ZtPKhup8MpiwTUhEprg66tIDoDDEQnL15Pb2a1h1XVOI7sg/cRlAI0wUmMbWF4d3f4j//0L8QaInStt6nVidIkllCjZEbVjFUdYpTlenk16c12uoZj7YIACJnlqkIXKTHrtlmuS2GnLWhr+oNR42LjAlC8vl7ZNO8New3rRdmuqqW4mzcfPzLa2ixL02w1W+QJ5lt27+3DTp5EjkQQAnezzqqsXpycPHmw+7/7n/zhi5tFE8PV5cJxg75Vzk4cF4OBE1szFGini2r61Wvz9VWvSDc3ekWuv/lo8+5G5zvv3Vss5sdn4x+/sfHuTme+qLjms1fjLc3f+ebjjb55+er1nTv3zi9vlDbMsVw3bsnT89Nh2jH90TRejwYd0mY8XQBA0c03OvL48c7J5aJd+AdPtgFkMllPLuphb9jWVd2q6+mK22q9LItuYrNWkYI6Prw7csuJNeqt9+9/+cWL9998WtWruoLX5zCtXFKkmZI877++uLY69Y672n3zzW1WrkhV06y3N0bi2tl80Upy9eWrb79xd2NvuwzO5EmzLNu63N8aRZCyaja38jztz2fLt58+Ho/nq2XdzbNyUY0ns26/0zRtopWiOBx2B/2ubu3N5Mp5TCBbLFarZZkXdjjqovimcahsG0NR8HbfjgadtiHDzpjb3ViqTRKaFiAmiY7CDF6lqq3V+fEsUfpwf4MDr9e1TdPoY6xXWoNsdG2RIAs9P50PinxyVY5st592y4X78vq4sHknS5fT2SJ4S+r+YX82dmXp0sibFhnj5WQiUe7s652t3NUxtjxvHRyZGU9vbuy3ntzzbeUrPLma7Rz1F+1aJaAQ90adk7MJ6ez115OVRDE4/4v177x76GNYcej0RqNhnyLXk8WGVlqnz15d6l7i+x1m45Vc3CxNt3fv0U4am1QEhAtrZFHOxsvDIoshma5qJtoa9BIDvmoGveHGW3bt2suy6W2MdvYPlhdXq3Wcu9IqVjbRFLOsOJte3zRxWWleh4P9jGHhLN8ZZsao+WL2cLc/nlTrJgw3ernGREPTVHlqtwe9ybJ5PVnbke4O048/WrTBBBSQGKIQAgn71jMCi4BIYBYWunVDCbMCZiBQAgAIQABRQBGIcIyCKIAAmGg0QIyAzOjjew/ufu+773zx6vVnLy6TpKuVACKHhlApndg0EYDEJNE3UZgFbmUtWjEBOuejKK0AhK0x1mrveLVyi1WrcG01Jdai0iazOs2NIouGkEWIGZUibTSRbT1HAK2QG1iUawUBEGJkhigIkTG60Lq2bX9LeEoTPRp0DnY2PPupa13bVFW8XFzN61Yng7sHm3fuHvryk3W1Tg2Z+nx2wsX2YWIyVHPEqMDH9fTi6nXWyfN+N0l6gswBNEjrSt+sSSXji4tqsWpEBRdcDCHE6EVQAYl3rm2ab3zrwZcvrp9djpMEJYgByph3e8mTnc0UuNvpbY66iU0uLi8Pj+68OB2fX9z4VnSi2iCtD/P5QqHkSvI89RHG45UinVhMi9QhxjZOpiul4HpSHRz2do+2L67KNqB3nIi6PDlbLcvAMYTg67pXpLu7O93+oGpbY6y2NMjzZRtVAnXZfvjFRd4v9reK4Ew3SX75qy8Pd7fAxnQ7ny6qS1+NNjZdkTqiyLzVSbVR1+Mbjebu4WYnmZ++uhAdN/pZ8Pz4jd00S5saLy5u3rg3slnimO8fjAy6vsXNrWHRKwJLqIJWsq6bYqB3+ltV7dngYJSk2s5W7fUiXv/VV4/ubfF6dbRT9De6r19dCCTLcl22SDpxIS/LbGejV1ZrYd3WrVJUdNM33z5aTedttXZRffTp8aOj4ZOnO5sHgxevr589v+z2sk4q+9sDENRge2kU1RaJTlPFTDv9SCqtmnByPu1lxenVzVtPjnzVLObh6nzGAJ88e51l2aibKaQXp/MINH52UaTKO9rayosHKk2NIku0SqwNdd3bGlxOb7p5b3OwVTfQOpcVVltjEzVbrRKjFIm2erlcF4k+2N0KvnFtm+eZY5g7ODk9n05W7z8+3BgmDIgKJSolsrvRG+bpZLL0bl1sbFjbWVaRSO7f29PL0ndHOlcyma6rJqQ9++TJEVP8+LOvbUETX/Xf2Hnr8ODDP/88G/bbaoWaeoaWJG8+2f7Be0dnL45/eby0qTVdtWyaUItae1LmyvnhgGLb+AivT8pc0ZbG4+OrR28+4uv51aK8e7jX7duq4XylIKXx9Xx+DV+9vN4+KO4cpeu2Mipx6yZPdNO2TGZz1GnaePVqsh4WW71kd7ev89yI94vmuuK337lT16+Pdrq2oDudwXjdTMvZwd3BqlkJJkXaSYq8ms/rsilZCEfz0j95593Pf/35dNG2oSKTEsbFoqqoTCAruvbJ23fXszmKr5L4+Cj76YfHPhv86NsHeaL/6ldX2ajopxBbHnTSu0e90Ma6Df/wn/11x2xPrvy6Ec+R0d+WhjwwAhOSBGYGwShAMbIX0IgC4G+pebfiT/FRIgnxbcxTBAA4EinQBkGloXVtWf/+9z4YDXv/xb/4We252+mAdyLIoJRSRhmjLaIiYVeVLjht0ChrjFYogBxbb1CjUGBRiiISaqUiEbUoQCAC4mKU6ENsqaoTk0atffCtd8ZoRIpQB8+RlCiNSllFRqKGqDV5V3vfRBEfY+u8BMySviJllBRJMugP0uHmfDxtGxdKX1aVd0FDNR7mfjW/f29n/+7hx1e/PLtsNneHmXHT4+dbRztklDgPOmot5fVpM+Zl0dm+/9D2d0UQXKMUYWi+/uyr6/MbIVbGtpWsV23d1sYkRMrHNhJVrryYLv/0519lebaRGBVpo5NvZ/jGTr7VjU/fOKw4/dWvzvrdbPje04uzi41UX7p6taigbyfz+ma8BIadUUaKO6PesorrRbPRt6TFpOnF5bxclg/v7a7rtmW1ZhrP64tpmaSdPE0382TU6yxnY5PpRbn0jqUDaBNRSdmEtfeVmLCox8uG1CIEdp51Qu+9cU9rANuznQ1I8+lyXrYYSD863Bwfr2+u5lmqidTx9NKAfe/J3TSJQsnkavLo6eGLV+eb/YFn3yqrAqzKRW/YTSwwyMtnV48eb7Nr7uyPVpUbT8XarJxO7xxs146vbm7u3xkJx5cX8639rXa9eHRnezorT04vmsq9/eb99Wo+ma/H8zUr51pWYpar1c26XVdyNY5oWlg1f/SHb/35L87GH5+Jr7/x5kHWH9XN9SD3G5v58fH1T/765dZmfnd/4/XX5ztbhbiyrLjfIzK5EDKo0rE1ymYmREZyo4ERMbGpb66mrQ9FR20NjXfBgiJUs/mqN+gtlq4z6mCMvdQwytVkMips0s3Pz656HXtwuHV5NkYPh/s708WqrJ33UrXhZl7O17zRt5tds9kflWW1ahjE1A2+Oltl1s8ndW84+vrsBiKPuskqhsWyrvxqf7PfSdLWh47NtaVS2s7RVlm1p5c3vX5ntVwlxqzrWkuEm8V8mNoAeDDUr88u3OFgyPjNJw/nVRnHY7dcvfjyIsmzm9lkkHQZ8OZydj1vdsH86qOvqsYt/GrrTo/JxytIusPRERgb75luYlTZ+On1Kt/oyrz+/vt3xqtqKUxZ7k8XSvcAqoitKRLf8O7W7mjosk5+NZka9nf3+82srIIENDFiPa/LZb273dvc6LdNuzca9Xq8rqrlzZVW3Vj7Z58/63YyH8J0UvWSTmCfDVK02PqorV1zbFftcLAz86ct6/qmefX8s+uvXxHa6Wy6tdOfzKrrWWkT6vZNF6Gfm9K3uj8Uv9ruUlOW7z8ZdDrpxkbvq89PLy7GG0bYqeDizp4pq1Ii2ET/8R+98+zk8sPPFsuVDrgWBQLaQA2oRBkRHzgIC4IS8ABIRO4WY8ouAgIGEmIvChgRWQILCAoCMIcoYMSgxxz0H/2t793MFj//6a9BS2RkFheDiqgQCTWTBOcpIENwsbXWJNomWok4FsuC1iiVUMsB0YgEVsSiSXPRyVmiIjTaeueYg0lNJ8lNlorWygVpW5ukzvn1Yu0a1/iGAQFMmuZFlhGISNvJEiY1nc3ruq2b1lXtvTt9IkyNTo1p2/jy5aUgNuua27ZuXAyxbgygib5dl3Wa5Nlg5+XZ+CcfnX/3gyxTanp1s3+0t1xdJtDYTre7s3P5+jSLq/XV2dB2I6XiIdE6Oo+u0Qpc5GVZz1erer1CVC1TEHA+1r7NE318MstN8tZevr251Zatr9t6cU07snOws1yvzq+mW8N+J8v/+sOvxDcP7++9eX8nIkVXoWsGVpPSPrhuvzev4/hyUhgCidbmIubs7LqbJ9oartvWw9evJi+OJ66N28Pm8OHu4eFosDWcLOdxac6ul2nS/4uPXr7RUOuuWicNm6Iz1MEnWhmFnaLjmsajzFdOQWydy5NsNpkpZVKlg+fLZ6vVMgy6qfKQF/0k5fPT849js7vdTyAZ9vp17Tud3mK2DhxPL46/9e7jwuZBJMs7q0X5u99+/PXri9atvvvd93716Qsl1NaV7aZozOn58eZm1xootjdWDTXLVTfJMbg/+L23vn7evzybLqbL0bB/ej0BnUyu1shxazM/7G7OJ6eb/WLZhMWaDMOL8yXmdjYLKZjzy7m5WfUsfPOdw9BUmajf+eD+q9PJdr8onmzdv7OVahxfL9dN/WqxzhKVZdl6WaUJZZaKThrZa6LUwO7+NiDoxhDw1mY/Taiu/XTpLq7L+bpqA5YXixTCD7/5zmpVv3x21h0OhpmWUb6zswnMWTe/ns2jRlF21TTWqE4vvx6vqlnd1W2xOTAqDkad68lqsah0lv/6Lz/51jsPur3en/7FV1I2jw+HrS+//607v/joPO/nCdV606R5DoygSBndtI0o3NzeXZfrvEh63aINtU4zGPWKrrY3l1eD0fC9tPhituzvZncOO5sLszHKb8LNfLko8vzN4XY5ady6HfRTMPjD9x78+qOvy9J3SF1fz/Xu5uM3N1dzP103i9n64Z3ObFYy5Tf+RlUSy/DJ66uiyEtXXl5NBqPB1fLSWt+4GJRqVAzNqpsbX4W41Pt3hhTazz+92XmwV7U+TRRQ2NrbyXLqpjofdU8uZlPnq7K9u7OZpag57OxuvTg+xjuFRDVT/vr0yrT2cHurKXnK7d52F6KvwPQPj77+1bNmMd4eFJv9IlOYUCcoP5vOmsbkPd0xWWGoapvLrxeLRfQe+136xhuju73h9VU5mZWdIvv97zxspDk+ng36Q4t2MS8p7bO0QdbvP9qTZfzV86l0kpOJzyzvDXtNVdVt4yLOWSppFCYsDEC3OGJAJkCI1KGQkP+dN+9QaP/kNzcrhawUIGuRgBgZpJHtTP3NP/ydz1+c/frzs+6oG8RFzy54hRCc05pIIQpGEI6BuU61bKXpwUax3VN3Du78+S+fr7xpKY+IHWTi2LTAoph/a5hWaIQxgIkaOKKrpSoroaoJsWlaUrrTGzBCWUcIsSorjkFAVVUZegOjlcbIrrLG1pWbr+qqKrcGfaAoWulEe4S1j62PSZqgsq1QQK2NXtXxi+dnD+6O7jzYe/7yRdNwU9UvLlf/9i9e/Ef/479peLW9dyg6C94RQRXw9fni6f0tBRJdpfPMuXh9caykvf/w6MNPXl+/nk3nTQAmZbzj2ruyrSSKJSSlDMHh7siYZLlc5tY0imuBy6m8/P+dpAn+3o+e/ubj5/p6sLWRxgBVu+z2ioub6nq6NKnev9sjltWqjVEtJ3UMojvpum1g5cqwWLmoEpo0suLkcrY4u7meTCotOOwQaX0xLZ+dT5azcrkO01kznnylCOcLT0JFnoPWG53UgC4ytTnqlZXLdwbztX/1+vKttx6sV6UBefu73zo7G1+Ol71uRqwy0xCrYT9ZrVa7O9sWtjgEK/Dw6fYXL84Xx9NOqvOU0iTZGO5u7HZOj6+Q9Wq9anxTdPoP7u6NF9nNeJGmqYhaTd14Ml3N5nvb3Ug4WTXQrA4Hw2W12jvYaOrKN+3mwGjJI9DxxaSufGrk7m4/hvrpu2//+uNPv/Pd+7/4+EWCOkNu/v8k/UePbeui3ve9aeQ4x8w1K9eqlXc4O57Ae85N5GWCTEGi1ZAEWIbVkOGuP4IBww27IbcEuOkIiBAVSEok7+VNJ+5w9tp7xVqVq2YeOY83ucGv8fyB3wO13/0wD0xMSqCp3NPI7tjse+OL95snzw/wDGyjIskJ1DpHIb//7sWPPn6OITUa5fxqBVSraRpD1XxTcywkRBdM97arFeYsTRKsYEJ0ISjrGENY14neIM82mhbNBqqmG8Wq3q5XQdB7/uREihpqMBj7ZddQIJOKXy+ygiKJZLitEOTTsffs0ezhSUfbKosqLraTyWDHN01TUTz//eX8Pgr3VPHFh0esrnfGOhCi37c//eQwTLqb9/eBQXquBjhiotVVpaOwLhsEAAFKI9gmTKuiIB0RpK6Jo2VVZwcKx41u6Jd3qa87JsKD6WQ9TyyFWwCxSjQAHB+PLMdczpMNrR99cTpap5TT9+vV7TKbeF6xSsO02es7XdLYY284M8/fz1VF/fijg/PXtxtCVU/xx/7y/arhnjcxhY30Tsmypu2k4CpEEjnkark9HvR2Twbvz29OTg57rtN2GcCyaLgE0rTUILDqZUYFXCxCx9akqhmePpv0c4VIq1IHcE+ZRilN52kWNsq0NzM1XpYvX73XLScwieu7dUU7CTHCQpWuZ54e7SyiSu+DOik7DPrDwb5nllZ7eV80nSwyoClduk2hqc1GvudaRFNPjmmc5IyJ2f6sE+Q+ms92xpZAf/fnD57shwyr/+xfv/z4k32CsYF7Dw+G62X6//zXL2vT3hZdzZgA8t/vrFACIEHfhP/Jz5/VxfYPf3o6NhVPffHqPvphVWZI7wAEsGWtODqY/G/+oz/+5//yV1+d3To9T0gqARBAtrQlEEDBKcMQScE5pbVmGH2THPaUD496vkcAa0cu+0c/Pvj+bJO2XBIVIzzuOXGcX85jzrFj6mXVaIoKFbAtGYNIMMiAqFkn2k5QxiGAkGk65RCv13HfNVWiUMGlQFDiqix1Xe8AtHQMubBtN05rz/Zs01IVjBTcdE1Td0xgrGlV20ApkKYrAkHJm7Z9f7Upq2I0HlUFjdNEMXVfsPO3q//m//Hf/W//079f57Vi+kW4coQQLcDIVB2/g4ouBZacty1oO9MzSgov58limXAAKAdF3VEuASICSl1TkSIlIYttzmjr6qrgDGtYIzhwbCGgpkNB0F/9+kxBJItDXYFIAMqB6Xa399u6k6ZtMpbYuko5KKtcMq4R3DGZF12dN8Mecw29SOvvX82rltNaIKQZuA5MQ4cAYv3rr1+5trW3N0QwzxLuO5rv2IQA3nYarzkTCqDTsV+V1eLuPq+EZai257qmPp9v4qQ+mAQ6AZv1NgwbJiDogKkJw/B8P0jjJFwtVJXsHo6jMD+/WO8MhmOPcsRYR4EknLGreZQXVd92Zgd7LZPbvLR1wDiM48a1nMH+Dji/zZNoPOiNh/7F5b3puaqnzPZ8K9WEaHqBcXN1E0x3breLJq97hmEp4A///k++++4sy/Trq9u67mynfzKreMcFxNd3W1fXxh6ezQYX7+/2Jp6CyyBwtA9J1XVtAoq4tgjI8xQwaWrW9dW97egGIINeDwjQdp0/8HRFKJqE0KzLUlNQ4HpJXXEmaFvphsolLyopBReUe6ZuW0hgXGS1M/URIvf32+lkJLGyDgvLtNqGAYhoQwPHg5S7gWWb5jaKu47nea4S2O9ZSMKLmyVQyHTYQ9j8l//6axujXuCeX8f7I9of+QWWjdD+8q/e+6YxCIxHz8fDoS8gEEjeLUPf8XRVN3WeRKtBv6eb7t39UlN0+L//h6e2gtuy5lB5sDNeJfl9HB8dTDf3+WB3+tGP9v72l3972JtGYfrVxfXz5w92e0ZVUkQk0jTV1qq0yoquq8t11GYycyz3wPWOhv71em4fDJoyT9a0knLsat28IZbRYZ603WRn3JbV0OtnWfr+fNvv2cPAbKuWaNhQ1CyqTvZ2f3j3ylNML1CbulOIFsV514qDx8PpwKmL7vJy21JxeDDGvH57vuEIt5TuHPRfbRb3ovYMxWf2A9slkDPPKOPa0xRPNbbbdLo/VUR2fZnb4x5jbLwffPP7V5Ogd3MXKbbZd5CqIU3qm8VGQo0Y6sCzecc4xDqGrmfWReY4JuOiawBnaVOD6WFws4kdw0G0mw08ylrPstu6ub6Ltkl1cVf2hr1hH37x8enXX119cxb97ftFxUVHJUaAQgAB6Dvu0FeO++offnI06luKlII3jmX/n/7rf/dV1DCCMeN/+PnTX/z42de/+Xaz2K7iQneMluFayE5wAQAS3FCJZVkqwraCBj1zHdbP9nuHfcqZwAgdzHqupxpE++77m6KCXCKgokFfC1zVtLwiry1V2aw2RDFbBL56HY6mnsKExOT93TrOypYhjgRHmAHHsMnzfb/OsvuwKGkLKMJAcqRwrBBFRYIaGm7rmrWtbyuGpmHdY1JUTckEdL1BxySTwrU03tWg47qKCAHZNoWk3dsJ/sk//JO/+eu/DOO26jgBynyx/PFnT//hP/5DNxj+xb/8n3/0ySPDNLbrSFGAYepEd5xgWCYJ7LbEUv/f/7/f/Mv/5XeUiYaxouESEaJiiDACoOmolIJIqUjhGioCTFUVAAFlra0ThUtV0xrKMFAl5xILQ1VtTSvrtu6aumUtFwRyTzNbzgWCmqHWqZhNLLfn3Mw3GpKnB+P9veHtIj272ox3AgUplErOOseAqq6/v4vLspwMAspqqKlF2U2GXpPXQPDZyNvb66VxoUG+u7d7eb0czSYSqy9/eL3aJhDoWEGIqG2e/+EvPlrNw+vbCGKuqgoCUlIxO5jUbVVmVc91ej1dN4ab5Wpnr//9mzPP8zDGCoZNJ/Ky7Psm5IhDJYrzYaDPpr0sZZskpAKahgF4R1t6sDchisyyqsxKBYM4LyVWhaD7O9NoHTUCRFFlEfL5Z8dxngLNODtb31zNnz6dheuybJvBwNoZupSTvCwUAtq6HPcdgSBEII4SXbfbpmEcLu63k0lfN83laj3o9aqyTgtasqZsEEaAU9ZSgAA43rE/erY/X605B2nejPsWgDCJi0HPSvMaEsgkvL3cPnmy18lunYgqTR/s7pi2lqTJsN+DkjLKLctMy7pu6e6kx6C8u4uCXo8jeH657kr+4DiwLT3cxPsnw03evnx5Pe6ZZScEtmHHfUdL267N6tOjQSupkCQv5Kt3c08BHz0Z9EaWhg1ICIQgTwtFUagQHYSspb6mGqZe0WZ9vyXzu9I3lDQuT54N3MDoAB/uGiZBuNJzWr9480bR8KJO/ub8+smP9hwXIa70NBUI1hYUVagoKqZgIpUnA7NkSgFAJ+i75WoyC0TT6gXCEgqi5xLqulo31fBh3+2U84u4btnI62/XaVq0XzydOCrITY1QUeS1b6nb7YJyPthzFMRpzTrKbNu09wyzZ768mmelSLMGYS2/Cw/G2mTHanKp6DYr6jzNGqgUYeEELjbU3Uejusg6TVEqKmipajzcbHZ2p1aPgpYuylSttWpDE7v0bXOzrg/3d3lW9izN3RlfL9LNOhqZShSWv3u77KC6O/B6Fp4MqGurmqIPh8Oyrq7u5vY4qMJWwYq01XLZZHWhGepob5TU8/4IXy+261RxR+H+Q5PyCqHxfZqf7M3W2/h6WwpA7J4PYWUauo7x/OpOUNgf+qO++rMPd/HrTZRln/3RZw9PZr/9mx+YqP/gk4OegXTL+KvfX7+et1QSyoSi6b6rYikMAGwiAhOzFodx7Ki6pGx37GJODcVCSALBPnx+Ml+tvvv+5tHxZ1m6uV+mvcAv63iy5yKgUcq/eGj1BgbBMArTo/5wsTavlkkj1JuYMZ5uS3ml8KeznuvY95s8TIuupZILxngnqamgpgUVFU3eWjr0XFtgwpmUSGVcVHUHEMIIQCFNokJZm5YCMSB9sl1udTJgrKly2lQFQth3FPdkeHIwYrREqGd77tXF8tMvP9Ks6uLs7Mmjp0CApq4BwZc35T//n/7Nb3571nSCSgEQUlUVCcS7jgpatJjKhgBhIe5qqiokF4ABTnSFEJUIMHGs1SaBBDGWE1XDCOVFiSQfjfz1ogMADAae56gfPtgL42S+Tty+xZjWHwQYCUeHCBOCcF7WEkJLUwLPWWxiJrjsUFpQ1aRD33Y0qCvCc71NWKpAbtcZJvDLz5+9+OqVrkvf1Oum6SCWiuEGwfn5uW7qw9G4K6sHh+O7xVKq9vXlgijw6Lifxl0LakI0z3HjIm7qxu85COHttviDP/1sMOkVZeX5w3AVWpbq+YauaRApQvCOMttUDg4mVduttpnoYNOIsmnaugs8bXdvtE6i8XismwRDYqpwPB4WJbu/X797cz6auGNHs3Vvudm8vFpcnN0d7/VtDD58ulvUyWzSo0Cta57mleE4SFOqtu3ajlGYNnVD5WJRSVF89tGjPItnByMuaVZm4+FQipaoSCGoZzqiLTDg/XHAIBSs8WwcbbdNSSnEtOWi44ZrIII4lrqj5TlN0+7k0d757bKgGAq8P+4N+jpWFAQdwFsEaOCY67TsJGk6lpeNYRktA2FK2zof9cxW5VkY97xpJcDffHPTSVQl9eePjrdFuYqqvZ3pfLlZbBZYWjfLbHd/GG4ijNBnH+0xKZIqr+/EcKyEcUxp9eTxIe1otEjrjlye3/7406dDy0CtKGyDfHK68/B48Pb9sibo3c2NpurNQnmwN9zdt++KnNNGg/LF+aq35z/Y623OM4FxTycm1nQN3C3SXIIo3Mxcf0Pr44ORM/LjruSdKMJ67DjmLofbNl5X3s5kOIRXZxfdtuKq/uTAWVxF33138/jxTnz/fdN0hCg1ow+nsxfL15ZnuD3XaUygiCLm5zeZtBUg0UFg55uo7cDQsDxsbpO8adp1hQeq8sd/9vS735+1UH1u753PywQZ+0d+f+oqA3ObbNuqaTethCBpKJEo7pInj08WF+eGydsmn+0Mq7rwTXf4xMBQvnm7NT6yPv/sQfmXv/f1YOjhkdtnBb9LqsDVdkY9XmdFlFZqvgxxf+p0Qnv/erEzmlxdZ2f3xYORGa/DpBGTvrkzCSoW9R2FQNkKbvRGH33Q68o3gaM0sv3w8fBTPE2iZpnWbU2ez6aya/q+QzDUbbKM8oPD/oef7EuoD3cOvvr669OZdneP06Lc6flxGBsK6lkIYNK0TEVw5ipFFv/o6ZP1YrW4X3GoRhXfxOVsZA5GwPTdtGwZ47PZmLJyNutZll5kC85EVnbv59cCyhNKAK84oyf7w69/+/bnf/QpKRsdyS8/mD056VccvH63MhWyjuq/fTNfb7rhzDsaObtTN8rqZJOvl2Ec89HukFWlZIRT3lSUOkgSjYsOIhUR2TBh6BgjriGhQwwhqaq6aamO252g17MJUbmkjaUpiqIFjsF4PZ36TV1s5vOdnenVxWVRNVVDg+lu0rQmr10oFqvs//x/+X8twxopiGgSA8w5sBD74CA4mgaLqH55E9+HhWsZz0/6Q0873N2Z364urjeqZnZl6biq5asfffRR4OhJXaU1T9MyT1pFU33fPJgFt/cbSkwMBdLAFz9++t135+NpsFo1SVRiWO+OfaRiSmWYZXebwvL6l1crDlUGJYFUQKUseN9F40Hw+mLBWig4HPV8TcVff39b/uaHkYZ6puk6xmDUe/PmjHMlWq/CML/dNsswe7rbH7joeHZ0drYy+4Ez3Psf/sd/J1kHsLJZb/uDre0rZdm4we63X33/6ScfLraxZZl3b85cU0V907Q0QlCS1UyqQFV027q4vYFETcLMkN0f/OypaVhZTsIwNdRemuaaZt/drFSETIM4w6GqQsvpLGtUlD4XTFEVgHPbJq6G9oeBbpgdahyVOOakblrD0BoqNFUxVZREVZZWLeOaTk1Tn3hGz3TTPF1HYc2AhHpZdIOer+jAdMeXlysOuaHivYMxbes8zSzXJgppGC+T3HGd+d3W000GECKG5Yg0Lx1HJyrQVdnWhWPbIpe0LmcTz7BJlOadoEJw27TncbfcJkhRbNtaRpXD4Gg2bmsueaUbQEompb7N64ZxLNDBxNVGZlkWrm0JJInadawauAPKUJJVxmZrmXZRdllax1Hy6MFIs7XbTWppmiLV7SoTAvRHfYJ1wGu/bxYFhYQMJgP4f/svfsZazgztLs92TI3XAGDFs5VYdgJQRBlru5fn2y9+caSFzdWKIST3AzML09HUjbbpqmDjhyPPUt9eLw7Gg2/fXGcMHg76RtfNBq421duMv7troMnHQ3XgYoVrd9cxMPDM9xaLTCG4zesOIcVRHuzuoLb5/uvz3sRu6+72vgCq8vNPDm7eL+9Cvq7qjz49HmuN71ieZiyWG64avz+/UQZuVeST3qAII9vSHCxvlvXv8/LDL/ce7/R5mlrYTC/jxW2CFKWqmaapjcSOZ56e9q7n9xxAQwN7vWFVFqpL7t6niOhN23Qd3Z/0H+56VdUgHfNCbpIqbdq6rkYDXyf4dhFdJtWTjwNZ0GyN3p1tehMnK+jf/cmTAxe9Pr/VLFx14Nc/LD59tv90z/rtu1t/sOdgrcxWWCP//iArrnkU5nVFNVX7+PFoFGhJGJuOVzdNUZQIe2FaPfnwwf3N3O+ZsqvidTEc+RphELl36+TuPiqbjksoOTs5miAi6zLXVY1SIQC+uE3WWcUF++nHu4/2vaphRdEMPYtyBgm0LBUDkCbNVz/c3W7bSiDaMUXCSd/49OODN99e/Of/2S8uLm5V1wK8MlSLSw4FrLPW7qHr6+bb80qYOkEo6yqsgbGtDUz97Gob2OrBxPhffn052fFMFTSU5KDfAYwwqNuubKhl64GJTvcn0XqNFbncRFncHE71Tx5N+yP31dk1acV0Z3h9tVRVNNkZf/DRM4DgxdntZG+vKFN/0M+L5t3rqzKOnz7Z94bDxSr/v//X/58GQyoFrWHTMinbnzzfORiZWCq6Rvxg8K/+7beqBj55fhgnye7OYNB3v/vhCgj45PHhJtyuNplpG66thtsSqKrvGrRqMCZlxfuD/u18eblI8jT/4tk+xuL6Nj/Ys3uuzTgLJkGa1oyJqhVJ1a3D3ITogyf7v/72fcuhpRMpRCsBVIgKRZk0UZphXatr6rpmT0cPpjaR4MHpCEjhemYa1d+92QIN8669XKSMo599sP+jD4LhzujP//zbJJUcCkfVeCfCsusPPYLAYhE1UsQZ403z+HQSZo1u4GdHIyjEcNxbr7aUQV3VpOBUSj/woIRFnpZ5jQl0PASl2jSt7bhN2THRGraBOUAIrMNwNts1Ta1pyo52tBO0k0XJoco4R7yt9/YHRcHqqjR0LUqaPKmPHh79+quXT07GlsXqVqWtZFKkUaabOiGo5xm2a0RxdjvPWkbappGc7UxMTddX8wQJ6fcwJkRRlKZmvmvTrsCKUrYCIUS71jZUhlCZVrNxsA0T29FMSxUAVw2jtNVVTVLp2KRuOqyqdVFTyhgQiBics/G4n+YFUS3HHzTV1sQ4TTNNhbalpVm7SapezyZUSkhrCjSiYx0LCHRFL6pyc5NZvkZUrCsaUtRVGCsqQbQbDr1OsC7Nd2cDlWi0aUZT7+3NZrOOn5zsJ0nmuo7lGdu0Ijs7O1kZr4saS3h1E++MdlRFfXX9fvd0cvl9HrfVcKg+e7bzYNS7urlFTO4d9ZSqbmEZA9vqmz/9aLBJy5vXC9ShDkqWKkjj2Tb/6MenbdfEN5GHHUfD0mJ5UgBuik4wrDVl2w1Uylug2Nw0RNcJTJZZievOCZyqq/d3BljAq6i+WkUPHwxHAwADG1u6xbKqTIssFwKGSVJyXkVpx9qWpceD3p5FmrLqmby523YVr9LYse0uEnFUHJ7u7c4m67ubsqkZVgsmSsbHs53XL94Huz7VWJOI9ZskyWrNboAkWcqWuOn7VlU01YJ2DY2TZuegt78TXN+F1wVtGdcVQVPe5m2eyz/6gycq6X7z9fXNzfzkDx4GfcMwyV/+5i6OKglkVHJRQ1c1RNfopiEERUzmUSmBYmI8HFiaDjWTSCg831lEsQrJpO/HcTkaDZIkpk21vI4tA8+mnkIkJGqcxZ6D9j6fxZtM0RRC0P0yEUz1LNO2oQR4uUp2x4pj6ZyhHV/v6jaOa8fVNVNjlYAI5WkpqNR089OPDg/XSX8wePHqKgjcSd+dz5fPPzz65a9eCynnr+97voVBZrqqY1uiFgVvKc//8R8cN20LAKBidLFcvjpf3RNQbLPByej5o4MyT3ZPdqs8Xaw7odmLvBGUq0jWohWtEIqWZxEEYrVNkoJ2LfWDkdC0RpLTk0MVI8rbJ88erLbL86t5MJ7sTIdSNPFmjjR/eR+/e33+13/xzT/4ex+/fXmO3JJY3mDcX65CLKVvqLtHk6OjQRouuwYw0eStfr28+vzLExPRtm4nk35T1xc3jCnGeh0rV/Nnp1MAyLff3/7RHz4zTef8bLuotgRrg57esTrL4sCzy6qZDUzXgX3PjbbVYpsZPWe5ZW+Wd4bkk1FwdZ+kOR30TN+BNas9Q5n41nTWv5wnZ/N8s86JqI+H3ocn+1lDw7DUFKIpkEB+uBdgAJoOFkXnuWrPxi9f3fzJH3348GDv+nrZNoliHrJOIsXkMh0Hpk4IJogv66ZKBQCmrfRMLfBoU+G+BwnRsqRiDBi2fX613N0ZF2kOobB9Q9e1Mi07RtbbuO+aqq4iiAHAhg7jTRQMBkQ10yJ3TNfSmERBtF5Vqk6l8Hreu/eXo4mLISLIIETdptX8PrVM5WR///L2LggcgsnV+3tPM5uq7Ci8vVo8fnqyzZOe73Y140C0TMisBQI8OhoBTNpGJFHuOkqUpLal+Z7m2FrbsLLqkMKpbKBpdgwv4iQvsg9PJgpBrGl7rmU5tqLredlGWYUUiLBWlWCxjA4PxpzoTNE46wb9Xl2xoi0BlrrqFFGqEiza7vcv3tCue3o8sSyHdjRK67IGhmZOBl6ZlwCauG4Cz72N0qzoXENw0ewcep0E11eR66CijsO0Guz0VKltL+PAhc/2+5ahMs68kZ83jWd7q/O1gcTodKdoaZa3d9cJ/G/+j/+kbpZ5lgGp1QwXVQ0hOH0+A3lze5bN29x00NPDo5ffnmkcjo9HQnIuukJrkWnrtOph3VI1xNSiYrfXYQXk7FA3pVojZhp4gLzz+6XW9xZFvjsaXM4TyoCtKqCt/Z6jQ5JVjaIqvZ6etbWi64Kyeluytpn2PEzxfLORivbkUb/I6xbLNCqHu4PoPsyzztfVhHGxo94s133DEDl0DStQga6aaVa9iaPRnvb02Q5t0P2392PLbzmqq+J4d5xnRaVKzbUIIrxrsYBUqYeuH11kRd5t23w486O73NN0JlnXyNPDUcerLGdlU+o6LsIqLBtn5h1MnIln04ZGUXV3F/3j/+gfR8vzszc3jCsNqwVQTEsPVzkhwvfMH97Oj58cnBz2UAt++avX/b7vO5ggtNmkSMOWZ5madfb6ZnowGgX2b3797tMf7Z4ejt5dLCeHjzbLpWRd0+b9nmsaVpyk/Z6HhIijyB8Okm1GBdcMpawbjNQoKgzPxKizDZe1jWAAQezbsm46jjXO2SCwaUujuJxMBnVZZhklpmHYGMq2LJmlkbbhnIr1pugYOjwav3x3UzfC1HWpqrStjnadyaBf5HVWtrqjAEA0goMAvb+ulkllY25x3u/p+49mq7iAElKOopSmORsO/NV6uwobx1cQYruzh2m8Karm3dW6bfnTx+OO1hBplo53pv56uem5zv2iSJPs84+PRVf0vf5ytWUSW5ZR5Gm4TnqjPsASIGO7pVKUimxMUwVQqZrGtUzOSk3TkGZtw0RyhRBa13VJcVGkP/3o9Ppm/e3Fxu9bHx+PTk+mv/rtG5Wo+yMXELiKebhORn2iIOiY3v02BkjzXV3VEICAg45I/dXLG64TKnFgex89nW2286RgWaXcb1PIS18jHzwZbu63hu5ITXl9uW077uv4dKc3GuqKasbbcLjjnN0062jzp3/0JFpVLYOqglXMeVuzjqmGMb/PhwNfdXCelYOec3kfnZ3fjQaDMEofPT9p6/buau4EXt1BFcknJwOv597PN1Ha6qbVNLzrmALBaGjt7gy2m5Qy6vdcy9DTbdI2ze7etGNdUuRxVEGE+oEtdSUJM0PVXr+9+/KTY9oxRgET3WodT0f9/qB/f3+3WEYAyeloMBgEy3XEedNzbYVoTUebrsUEr7cZxorlqBjwPKNVh2wDzyb9pmN1XVmGCQDqKMWazjhXMOqqGhG0XEVt0xwfTeKKXp3fHO30iIKlqidxU9ZNGmW7u67f73EGRdcJyUzbYYzrOpYMCM4k6xhHt5vU9R3RcU1V+54KBScK0gzCBMRQQinDtNzm8vY2dV39y588bari+vpWCJV23NHE/v6EUba4305no5zJy/Obn372ZJvGTck5IIxJThvTwe+vive3kVBU0NQ/fr57sGvYGFiWDlXt+j5b3s2/+OSoazqi6QIpLeVUcPhf/b2ng5FiW9iz7K/eXdnBwFPUh8934le3kOp3Tap6VmDohmYGPf/y6i4r0qzM17zNO/HTLw/WbzagEFPXH46DuqqWcbozHAJRhpL1TbOa59dlCxTQEcs2tXi1VSyTUtr3nIenM8J4WhSGqTdtfnm+aqkaFRUvu8OB9/DhEDUtAXIe1+/X6cGj6WTYa8PiIrozoTkxTV9TXt+sVqQsWzYzxzqQiitWbbU7mLTbkljqdD+oeJGtS5QJB+qQ6E1T6Sq8T0JhaYatS8o04o8Dp64iUkMhcdnSi+1KVbWx0fvk+fTFywsGcVZ2VV0hphDIdFM9nvm6Zb+7u/H77k4wPH996dr2aBR0XIaLhWNYacnSlpm+01apY0BVqHnevrpZDibelz89crHxy79+IxTl9HCoK7JMKwDJJk57PUvF5nyR9PoGb9u9AxcjY51yrx9Edze6QdKWZw1VFLXnOT/+4tOrdy+6IvVMd7XcCIShom7TPM+bNKnKtp32/MBXP/n46PZ6EW6KR4+nlxdLqOBeYNm2zSgnBDWNKLNqNPXfX+bzbagbStvwT59PRcsoE1gzL2+XO2N1scrvt2jYMy4ut7SjP//pw+Vqo/vu6/NlVZOWl9Od0eFEe/dmm9fsD77c+fHHR20LfnjzFgvDtCzGWyEEBAbCUjDxww8XHz47gAolmid4aen+/Tpfb7YQccZxllEupKmBoWcpCs5LcrNY/qN/9LkOuouL+zirXc9pWhr4Rt2WqzWryuLh6f42DouC7ozdQd/ZRjFWzLpmw8B4fxV+93bz85+cjFwDY75K2fnlysAk8PBsf/bf/suvBz3TkpyYZpwWD/b93bGvGMo/++evf/bZ9NFR//3F7ZNnx+uovbxJHF9Vdeft1aJp6w8f7B7Phn/xyx9KRjgtTVNL0lpIGCWNohhHYzdwpKqqu7v9tmq6rru+i3zfnfRNIDqoYdpB3zYYK+/W9ft5HeZ1r+988Pzx269/9+GD2XDYu7hb6IbOGdUUtaYcY3x6uhuG2d313LZMJvhqnViGjxDvDd3vvn837nv7M6fjqGVquA2BptYNqJLw+dOHnHcEYgghh00c1oaqP38yw0jEaaaoyny+uV3mcdEdP9iPku7qzZv/9T/9g1//9lIxSF52OiDPH+1XbdE2lWbg+2XV83uc50PfUFSDqMbdzZxzPNt1EOQI6UVZl7WkQpR5BgAiCrE8C0jJGqkqyHQUhEie5ZZplVXbUep5bpZVjoklh2lWERVBDk0d6jrkAGRFCxVCa1m3NZNIElnmzDdU19WSrBBcarqGoaJqEIlmMBi9v1wLKSxTc21NVaFouW0pumVkZUfbxrHt1TZpJdvGIEo7z1emg16eZqaOBRAKUnUV6iqSDKd5wRTqGHjq9yXAaZyohqGbSldRIVHetO8uF+uotRDxNPonf/Y5VvSuKZIk3USt6Lpnz8dS6nGU1l3leP0kyeH/9f/w07Sso6yTQF5vN24w3FHM/eOeU9P13XYLqDMeGQS4jilIl4bV7TKaDoK3t1faYHgw9q9f3kzcwdHIrVuuCJS0tRN4abZeZO0HR3vpPMWuziS9TVKg2Tyrer7lOZqiQNEAhQOMYZonUZPJSu0amHTNcNDfNdXJnjnynfuL9cVtuFaVTLSWRBPLcPpKlKQTEliGrEh7GVW01k0sHUOVmBcWh1imi8q1nZ5qR3FiEvWTDx69ffmO6MggWHKRiiaMWoTFeOjGId89HOpdG2/quKg63mi2aRqky6jtgo7hs/fxbdQYCP3sR7NZ37xbbdO6LVum2ZoQynqZTfqBo0MkedAzAeVuzzFU7dffXXai2xl5u1OrLsT9Mk/rtj/yoIOX5wvQYKjrWLQ9Rx2MvOmOd/F2KSD7s3/4x7//3e8ZR4GDqCRv3iwVf2I7WCQb23X/v//L99sOSwRcTf3oaPBoRz3Z7XEOhACrbQSQ+urtTUXhOPAErz54/iiKwtluf72KCdYYS6oCuq7m2drb85XfC1xXq9tuPc/7Q1MIaOjmtz/cXN+s/8v/4heKEN+/vEtKugyLP/o7T87Pb757n33x6ZFjaa9f3g4Ds4Pwdy/nLUM7k9Fyta0Z3J8qgWnbGjs56CsKLotus0r6A2808aVgmqpkRRNHuaZAr9fL4tjUzaop++MRBzBPKygZQQhhspgvbWf07t3VL37xpKraBpBvfn/90bNZz4RZBW43qYQwy9igZxJFFHH57MHg+iad7HpZml/Ni6rsVARsX28ZcE1nua1//3b+6IFfFJliureL/GjmBwaWmsEkCDdRYKuPT3Z++/q+k62vQRUjjKx3r27/w3/0yLe0r767Ftg2dDnuOWme30f06ib54NkB5uXf+8VH6+Xi1duFZxtJTuOyHQz8LKuxZA8Oh1zUm03hud7p0RACFmZNmDZQQs818yqPo8rUjcPDcUfLKG6/fbHaxEnP8zHs/vSPPkSK+u79zWw44JBlZcUAVgkEnE6m+3kc64QHrh1F0TrK/ck0izPCIFaEP3SStMzSxrOtloPVJtwZOEDC6c74/v5e122s4zJjGHR+gHf3j9aLLaCctZVUyfW6DdPmcDZps81o6sYxa+qUCZ1W1Zc/fur2nG9+9yrOm+/eRqcnk4+fTHiXdh1cbsMf/+RH3377enGXHh70fc/gDOiGuo4yThlDQrOcxbzmkuqqsDTFMjRNxSqGgnPNMKKkbhmoO6aAehT0srKsKiY6Nt7zTcdNN1myydOmlQAVHWCcDQb21dVqEliDvm6YDufg8vJ+Ng0cG5sKHg4DDsT9Jju/2hyM+4GvNXXtOSaFsKo7yTrf8xlQzq/uFusurTrHwAeHO1AKBFqi6azjOhaWAnu+Y7tm3pSepoumHk17EIrr+SbLYEuZaWBdNTmg4TrEUEFY+qNR3UnW1kR2hqY2TavbdtNxlcBez/vqd68ODw4I1nGStgXjqmCua+1NVBcprqZWaT7eG8Q3i+315nR/9PqrK2lK6FkPHu8BQX9iHt9ussvv7y1N2532Zdf5ns06ySVft3kYVcNh/+XbO9MwNFaYmtZUnWUC09Ao5RXlKG/bXFApHj46klU+MP3AM+uGX4RxS5sasJIZry/WgnXCFi6EA9UVlE53nPnttoZUBBJCsojDNOfxuhz1vEp22Trc23O4xbyB6SGYzcOdk4kxUa9W61oDQkVBYKSbCDaAIDgaTzfr+cnDwyrJJ8M9Q2YCdjXSeCE3Req5CtcMKAlDys5Uf7gTKCa/zaJGBaDVP38c1Agtl5G307/flBCbto4Dr3d3Pf/127dF0Xzx8cnDAy9NWRJngJC4rRVFIyZwibSG4ywtL+fJP/jHPx0NtLdnN3VDsryljP7yr1+s1uFg4NWmfnm58QcDb+Dnq5VjKJqiGKqKBW4pzcpqFUbPjw4FZ2lWjaezHquzXHz8/KCsujSpOoHfnl2vtzmHyCD45Yur5x9PTZvXVW1ouqmrohMvv1/rDjl9MK2LPAicLMt+/PHEgvK//Wff/PTzg5PT4c3dMk3JepUfH02/f7OsuHz13Y2UGFC2jaoWkIOZuz80Jbc7RmXDekP0Z7/44PLyuqwYYGBnaEMsm6J2HCWPU8ezbWOc56HgNYBkOBxnefbih2sq8MA3vvz8JI+zcJs8e7rLOZBs+utfX3gDKy/L27uwF5jeyUhTweVdUjKBIJFAqAp7/fJuNLZvV8lgr/f88cHt3RtVIx8+GFsO2W4rStUc54cuGRCDwrIuaVt3t+sqN5FKCsqQAOplyL+/fMUEQSpYEokpNEE97nm3t/E322a5ThWtPJi5ZGwrROn3cFeYPE045i9/uDg+DEY9zCk72u8FWR3FuW8pmma6vmXafc2M6rJtOKdtXbTs63erqpYPDgaWynemvm3a79/dtkIGPf0/+yc/+/bVK4CJRsiLV+eeN7Qt9WqxvbmNOeBp3p3uDT58vlNXSZ5n0nTOLpcPn+xw3X57NrcVdWfq+4PJJt4AqT48GVDWUgocHUPMFaJtk/Tg9DRehmle38w3Dw8nZc7Oz290RVEhcjw7KhrPM+/v1jdnxU9/epzmla6IkT/gEiASfPf2mjHyaC9QlcJ3yrvVZhWnpkI6Ia9u73r94enRrE4r2lHOdQwB7TrIO41gLsTdIrm5LTgQChITX9vf6Xm2qipKmFZhmLUN0jWoAMApZ7w+2PXLkgsIqoZdvFuomnZwsndzdWMHwXwdcUrKrLYcc56Vd0ntKvHeLOhZWt/WgkBDgCRJZfu6CrCjGtvl9mj6AGOaF8VoMkJQtK2M8oxxjLEy7MP+0L5dhOdXS9dSPd+VTdO3VEtTTA17jr7cbLDltQwAgu/nkWkrvOVhkr2+iPq93mTWQqm6jmMooK6beJt+++Jib+I//2AvTwrH9VsuCJG8baJNeLg7kl1NGGaNEOfz8ic/mjg4cw0ka/jtm8udg+D8etly8OzpqdLUWQN+8sHp777/4TWlDx8EUcsPDgIbaXFTplVhQfXN2XVYxOPTSZGy4WQIOimAjJp0zx8u55vA8du26/XcrubLyy2q2XQa3CXRL3//Q9mwvVnf84mjK26hzctyVYP0rmEJG02CwbDXcKYYliw71jbRNukM7U0XYoFLRmUDgp7X1B2VXTDUjnf9+XK9XEbubOSOHFOFYZ7dhYWpoNVyq8iBpzmsKIYjv5Lp7tNdVLWGwEwnZmDxhVRMo4G5FaimDtqcXV+UWENpXvzVt6nqooM9J1zlzw8mmqlfzau6FIcjAwJcw+7idvPxB4c71Hl7sxlMg7PXCxV3Uc63aZOVPHCN/cd9kzAXQufAcIzB0bwvUZe36PZmi1GoKvhwt08wC7c1soyruzSJyz998snvv/39hw9917Sakp72LbAtc8kkR3f38dcG7v34BGMcbiPfc+sm1XT97nZzeHxQFBHnhFNAy1rR5MlpEBYtRvp4ZEAJDg92Ka01AywWGeAcEcYR0x0iGXr+fPexBOv5xneN62WF+/q6KG63MbTMv/rtWcsRgJLEmHEtr7t9iK/ul2lJP3u2G6cJ0OQySe/m20E/MF0VIdx13LJUUyVc1aJtCgHyerbomKfjs6vzwO1NfP9mvlotyhc/iLLmTcfSljPWWrYbp+mnX+43qVIl9O3rO1bWtqs1tURADj0wdPXewGhr8le/PHccE2AcV4XgVVfSuqXuuGd7It3mH5/2/+zv7K+i+BE7jBM+8NV3N1nfch7v+UJV/uKrqygFKuww6GSlcgn2D7zjsWkhpigSS3R65HLKDcu+uQsv5nVV1J88mSRJfrQ3ULC8vVqYtpeEhY6EM9Vmk2CzDuO8up5Hm7zJK04poO9i19EURChD8208T4onh0Pb1AQuGRaC4jRsweO2EzKJoy8/f3SzWG+2690978HJdH/SJwr47ocrTUE393FTtl4QvLxJDbUBZ8uiYkTRTV/PaP3Db3442HNOdyeStUAYUOkwhBg6aZY4fj+K0qyqB4Oeqf17X0lOJj1TV1WiCN40LZNcfPJo599z4lByTVWhqhq6mm9TV1FW0VaRg75DfvbZztvr7HKZb9NWJVAF2tvX74b9D0xHkwhe3W4mg6GqMghBWbamZQz0Vt/X0kbe3Weqavm+cn6zphLrGkGI3N1uBq7x6FF/MpyslmFd8ZqzKEqHQTDq6wgiSutg5CdpSjjzbYUoVtZUDe1naavBjkjx+Pl+lWZVUauaUVd1U5fj0cg0lbZpqja3Xb+pw6ZuipJRCgDWgIThZqXqiq6joeu7vqFqxpvXF09n7uPDoSQACgS48Cxn3ZRufzfdrnXaRXeFptiGVY8Hg4vLpZAii8vAgp99cDTZ6euO1R+YZ9+fY6FSCaIo7bsWAMybjVbrFClCszGRKhJdpRjS9NVqhVTLeB8m0lZfnW1UVh7tjhFvyqxK6+Yv398e+P1g4tRxstiymOW2g4/Gw9Um3kISFqUz9suuBRBxwrI4lCrABC3jLOjvJGlWNI2tIV2KvanuEFW31cHk4OZum1GuNN03ZyvX0geehmiu2cau7QtCOYEEmmkULcK7k4PBg4NdG+pvbtZ3MS154XnYtfUoSi0bHR66eZtt6uLg8CCv74CEpoL0iqdRNV9sHx8HsKVAkrP3twKYj3emtKSkhuW2xkR78+byy08/ANobzjTNMqo6p9i3XbM3KHuesQ1VCtVGJvuB265KzVGyukkvlm7PTrNcd1XIUN3Ji/mc5N3jk/FgpGuKtV7liiKTLNY02zAJF020yMb7+0DSqittD6br6DZMeMeDoaETJeh5VZE4Jr58vWYU/eyPP3v5/m3dVfdrNodkGLjPH48eS6EoJImLVdxhwJskB4iHWajgKRDd8j5RCemayrI0gtTZdAhEU9d1nDf3t5twK/7L/90/WN9clkVj2upkqg/62nZZZqXAKo2jBqmENl1gmb2pLUjHapkl5RpZgmibDiwyyjjyPFVi2LRVU3dJ3gSeu5zfffX23tS1MOVdeXm0O9RULCVoOGZQmLYmutayCYeqEHI07p+fX2GsOJr14vVFhyBUMaCQclhkoiwbExpVzVpjc/JgcnOT1lUxHpsffjhtpXzxej4Yqr6KHxwd3C23d1f1Tl8ZBcN401V59uq75KOHR4bapgX81V+9fHA6A1BATVKsnF2mFOCirP/wy2dP91eWqyyW1XqRTD1nqNLdwUgNjP3D6b/7n/4Wts1q0X7+o37XwDBLBFYd1xZN6+oqbyPfsZuuo0BZbuq+S0dDKwxz07SbVgqInB6c7Q2GTbtKyvmmKVLRdYCyrqpBV6Q/+2j/p892/vt/+/r2ZvPjj2eLu+3Z+8VnXz5Z3CZnV4mmkQ+e7tG63R15m3VDOE7ikFKhKuToZD/ebvuu/j7tbu627y82XzycZCybTMcvXt7y0oJIfPj00e6eU+VZJ9sXL++CQY9goGJ4ePzg4vp2s0lGg+nrl5eTwN7bcxjjCkIQcEQUgQgkEGPhOYai4JYxohDJISsLFVkSCtVSVVtvIDh8crrexhXTF+tIqpxI0PfJzsi+vLrfrIqHD4/rhq23oW1hv+dZJrEs1ONaVYu7Zdw6OuvEapkZuppt2iJuHj0akR0LUaGBrukaoCAIMKRckWaatmmTNRzQgo/73u5s3Pjlah3ajpVUbZMXexMPSH2+3ri+sTfyOt4wLoOhz7quqSuikJLjKO+WaSo6BgjTNUN0JWtbBMHJ3jTOCn84cCgr83ykq+OPJioBEHLHG8Z53bWsLELOun/xP/41pvwf/OJpx7Xry9uHT3bTcm242v3Z4qdf7BmOWbSFSBoXKSrBzz48IhajkVB4N+j3ueL/zffXvJWOrWpSI0ADHzycuUERraNpP7hYRGd3sW2bB32nDKs06UYm9n3rwdT89fVGeR5MnNHqbPFwPGyK1nY02rSOaVVRwTVMOX/97XZ/f8h4MzuYLm+WssN5WaXhAqsAIpUKgAXvBT5vm7xpCHJZK/Znfd62RMcQgKZjhuGwlsVdjlTtchE5htAke3Y0FBifX92uluGqUWoiZnsTta1Fg8ZT1ethgsF2U9v9YFMnCEJQKL1poMqOluU0MMa2wW1W1JlmqhrUdQvbdp8nLSUkaqM6g6/Ob2YPDn/1ly92doOjaf/sdfb1Nk9E9fDARzq1NU2WxquXK10zQcv3j/0vn52cvbt8c72JsoiAvk7Ms7fJ4z3Xc6y7eba/ix2HvH+1+uhkohtA8S0kRIdMTjkkYLPtzm4ijvHnz/eHyVo3DAbUuCg3m8IO3GOL9fs7eV6++ubd558cNEXd8tp3jWBoIgggFYZqs24TDNz+0GnaTmC1LGvL0ruG2SaSjNadqJrC99rhwEtSDgD82WePf/nri9VyqauYcTZfbUzTGQeW5wIu6HIebcNylQCsg3/w82kcR9+8invT/h88O/0f/vvf5rSsSqAixTFJW7eywyoGmkKWVb0uY6xqRcbbphGcEmgbar07NF3f3q6zy+uNqZjTvhtGK9O2mrot4oK36DaK4xpc3deDwPEczCUwLfX2Yru/NzIUCQFuOA/jfDxyBp6T1fXLq4VEetfCgan1eubXb24WSdO2/EePd0zVwKa8mKerKP3xB8OBbcx27SDQX7y5Myz9fl1vk+rZ0/1X77ZFXmZFUiMtivl8HrdJvbc7MEZQQ7JDcnF986MP929Xkey4a9ibsiCQz+fJq6urgx3/H/7dz4oGxW33++vcwGpNGSbSY0jXtXWYUCBnUxvkqhASK+r1djPd290ZVEmU9XqjTVGfnSVVHeuG+vnzSZJX11eLrmajwfS/+xffq6ZSNXLoq3kWDvu2bVlswI6fPLi6uk2inNjk2ccnv3/R1JQDBETDXEW2efHJ3/8IYlw2TAKmG/rV+aWmTOJtouvazo6fpU3D4WzPZrIajzzBuu3ydn93MNmxNQiypGKMAYxp3RR5CaV0bJMzmRUt0TUAhGGosmMdlatNBonVVlRT6cW7a0ZRYOAPZ729k92riztRFQYm27RTVQJl1w8My7K7uluvcsNQD45P3l/czRfp/t7keB+eXywainnTjUfOzX10fRM9fzSyNbVqis1N2O/ZWZFULWi4bCqqaFYexbTtVAJVDbCu021nG7ZpnJ3uD+oyU017Mpr88N2VfDKb7A6qmoK6xRAAwYlEuokxdF++vg88LfCcTZgMx+P1ejMa9TlCixfJdh76LjkaGFjnjFhpXFgtYFmdx7lomvGkhwnXicbrwjTR+9uV7xig6U7Hfde2bt7cHB7O3t+sdic9jOT9XejYusTqzV1mYqXv21lXMQ6LmF7ehlY/uLh9T75+FT497gWWVivk1eX6fpHNgmAaqFlZjGZ913RaRIiG96a9N2X87iqsEzEIlG3dBiqyNPM2Ts/vo/5oWKxLyw0CO4R1WVCWhKqiGIcHI6Ns5usyxACKjvJuvqmoIJYCsYJv53OEoKmpSNPUlkqOOtBc3NwNZ30FwizNNEVDiD15tCtpk+ZdGLW1gHfh2gxshVJYyIZRb2hlRbfq0r29kYTgbp4OHK9NxSZK7vP47Xx58nAfCcUhZk27w5OTk5MZk+3FizPOpG/7QJFJHm3jUCXeZx/sY4YJYl9+fFj99rqLkADU8835+7Qu5emDiYC5ovDry83WLedF1irAkOb5dYg4ONgZ9QL3xfcX18tqMDruinzctw1dBFMfES3dxpR2aVoCDDoOq4wVrHz5bvtg361b3vIuyQqB1Kqi0+no4en+999997Mf7U3GblkCwxrmRWGYvTpvOIWWYx6dTIAk2zhhgigK6TouGub1vNU6BBKOpw7KSJrmhmJ4tgkhtSzz+NB++8P5wcHQMpBh6B1tk0RqGnI8xBNy9Onxv/hXr6O4fnu2mi8y29W2i+03dffTDyYl7/7Vr5cfPplkNV2EBW3bqa8Sjt5GtWIQ0dEnz3aiKDUNfX2bjQOrpA0sIWgoaqlOAGVN3QKpdJzJvGyGo9EyjLuyGnrGZGQ1LZWYbRbx8dHoYL+XxSmTKHCCyY7y5t0l89zttlQ1u64aFWGM1afPTy+vf13GrAXim5fLpPz3nHQLpXx9s/ryyaxMy7LNNQV/8GT23e/uFBskYYqRkAq4uot/92qe5/S/+k+/tIn27sXZ/q5fd+DqJnvzfv7FF08Odx3a0DBOq4bbtjUKFADVsCx+9+2b1aZWDKUpaSWZoWmKYidJpRvEtGxGa9fGtKkQAhf30XdvosGi+skHe3pAtlV5cRdizWghurpJiKLXZR2c7v76/dvj3ckffPrwl9++69oGCEK72tCdu9v13uEoS7d50Z5drvZ2vPbbH4pa8K4MDM3SFEcVD4/Hf/43bwABgMrJ2N7fDSwkurKcTkdNXakCY6SXZY0QKIp6s4p7vq8pCGF0P48VrPRcXTXV1SZ3PYdoiqrYZVnqBOmaUXb87i5HGJ4+3r94fckkH498wAXnUIja8/0kzg1f2+bF0eN9xDIMsdewKKrirGvaStdspGj9Ia6K4vJidXMXItX81e8uHp5ORyOXUbmKu/PrpWuZCpRZUVEuyhLmVacoDHLomnpVpF2UejNdAUAhmq7gKCwEF64jPMfw3enQs0oN30Wpq2h//w8/XOTpv/2bd76jHU57iIDpeFg1cpNFgsvZjlvmVRJVhqalUebZdhKneZF98cFunXcQccsyrqLqr75++aMnR35VGAR4BuwwzoqSEGzaBBhWXFBOW4qRVCEhUi/k7sEwLOqL96ujnYGEVEECQVoxWOQSWXCVlkqnIZn8yU9P//Z3tOFq5dik6XiStl2UmH6/zNiH+3tVljSdQTs+xmad1r9+e9vfmwSeo1NkdbKkjajIu+vk6XS6yjddBw52+7dpkrQVKbKjx9OB7eoAQ0WXRIe41TSPx9Xl/c14f6AZKCybYNqP87RpmKvbmkJ022eMT3q4K5tVQVvKFYfphnH9faS5RtO2Vzd43Ne3RbwIO8nZ4cwKy1Yncm9/UNS1ZpvLNoKG2bWw403L6lWoSA6zlM2b9uSDU89EqeDzJN0dzu7ezImqldW2qToslZi3EhGIeeCpNAPBoIdFnW27Wi+GA7F/MBVQzu9j2VFVI5rWeYZSpV3csOp2WQGhqQ5P6clgMJkaXMrNNpxNfcuxDIVD1bGMVjWUaFOtlmsM4cGup2lgcV+XbTsaWR9NxmnMzs7WlmNAIrOiQRBO9ydHu5M0mrsm0nougNS1Ddp1mAvIhAKlaekdawkhjArbdPKixhgu47jfC4QiEYCWYxZVIyHQdQVAUXdUMxUIpEqg56gYsCTjXQcIAYhgAAlAJBg5TUufPxtxSQAXi7to/yDAAn7wdLfO4wBoe74MiyKtRSsYhxIo5I//4BD88jrKaWeKzTYO1+1s5hwfj8PVdupPMKQj3zieHegazdOCM14XeLVIewMtvN5GOfvo6eMfvn+bR6EQGEPk79nDwHr7ZukNfcuDomPz5VZ0SprQMuVawI9nrmVqX39z8+f/uhr7uoJgJ1jDQFNKW9clRHeb5i9+t1ag4Rj4dtNIlW7S/OFzmzIImfnL37wwJtO/+upmt2/84tHO7eXcc/Boz4VIkTx7+iAAov762/e9oT8IUNrI7bb2AudqGRWURBl1tWrU1wxND7zx+W3IBCTOULCsKUUv0DTVS8PKMrSWVXHUdg0HrlzexQcH+vpq27a8q/jqNvnig4mm4StRG7AzNT2Kkg+e7H7+cDieBRIyJE1C0HCk3d/mHGVCwAeHo46Lb1/cOKbZ95TZbo8K9u7d6krNhOhcYmDCed1E29DrWxKg9Wrl2YagXNd0SrmQyjbKvZ5HaUdbJngnJNIcC2OjKEWW1oJ23qj/3cvzwNQNE7uuwzi1bTVL2xffn3Utf3A0buukLMMsV0xDr7KCU2EY7vubzZt3y9OHO5TWz54+LKq3XVa5ut6V7TbMFF0Gfm+zjqcDD6mE1WYSrqGj6abhuUaZNQ92BwDSvBBtk9cUbLc1a/jxwbBmnd83bJOUrDYdnK0Lx/OkRDQpRq75ux+uikbWVf0nP3826tkT30Oq7BinlCOJBOdEkYgICriuuednV7t7rqrrizDzfBtBDlgDANEwSfOqqGngechUmrva6EgWlbQXbNISQwCQFBDSolENs6mpq6HZbMohuLjbuI6DoO727DQNP/vsqJGcUaFoKoCwyLMsTgE1pwMzDos4LouK7c/6Eshnp0dkMMRMUtNxbi/mNtIMRVkUTdSwg92RUNVAUT5C6JcX8xvX3N8b7GEUN3VahFVLX8znP//8YXUXAkBUyp8d72yi8nbBb8FGx7zna5vrDHPTnBhJWkDdCMuaQA518uI6+8lnRxdnZ0pVHh8c0qKhEjaAdZLHtEaYC4rerzZSyqYWWSVVlGVVmawz1VDUngM0mOXLTYfUqoNSIAbqorRsc7PudIvvjFzIfagpEc1hDMKi2izyZ6OpLVESxlagr/NNFq6auH0wO/r28trtKZ8+3uMtpawNYzAY2NoQzVdxL7AFo2nCHk5HeFCvaTOc2m7dneXRpuJ2X7cbcHeV9wfm3qFWJFHTQQEQxmS333MNHKUJ8u0yY6YCw9VGV/VuoDUVHY0HYdJBlaZpXdasPzZWNyFEpmkois48r1cXBasbwTnGEEqoEsI7bplGkReaquZlYZh6nuecS03XbN88vwnTGgQTRdM1XdcEhFHcDfu6qmkdq9OyMW2ddkwiU3MhA7KpaRyXwciLi0ZFgKiQ0S6NatFJJqqDHfs//6cfX8+XVWW+fj0v0uLBsf3h6fSvXkZdUimEUIbeXWdQvG8aOAnMTnRQIg755aqkQf3jp7s6gaqGwyi1nIEgGKnCVYztNi+rTmtw03aSC1UnhgEPDydhGGKodnUjpAkJ+81vzh1T/Y//V5/wrmvy6PhoeoNWEkpDQW2ZPH44PLtY2bo2GeqXN4WqWHsjgwmuGU7XoaSm51H76cPh7ddzClB0ffWf/MefX97ct9X86Hj83cXdvm988Wzn5Nh+9eKurtXVJtIUVdPVsIpPHu5KvFlE8d2dapvo488e/81ffq8bOhIgUC3acNnTt3kJkFC9/nJZvnq/+PDUx1AijJsKBL0diNIisdqyGTsojYrrujo9PdU5/fGjyXIdu6ZpOOomzvqTgW3iDx4MVI2ohO2P3aqTadNyiu9uww8/nnTrbZm3judgxFtO9/fHgWs2TYotPQ3LTz7fz4sujRrD0Lq2aigvGtTSpus6RcGQqJJ1GCPTtLKs3GwSbRcLXgeBa1tmJwCUoqqabRxrqso6Vm0TX1V2d8Yd6pbz9XDYJyp9+OTBi+/fQiZ93WgxDT44qeo6y5PdyY4EpWDduG/WXXd9n2y26XJdPZj1nz+bZelaUtEPJotl6HmW66nhKmUVff5439C1m4vzwNZ5VPR9VciqA/h+EY37FpfiYLeHZaUZyuu3ay7R8e5kO5/vBY6+G/z2xSLPwz/5Ow99x/jxZ09ub1ZFHHkOaVuGFFTWwlWNJwdDQdth4CZF9/2bcP9wUMTx9HAWx43guaYbd3fb0dh1bC+Lc0WBABHLVcu66Dp1x3eO/rS3TeuykmVRIgAcz4aKEFzQpuUSxFnu+W5eFobuJGGJscyzajS0yyrLas9SkesaN+uMCzxwXFU0fU8VWDCmr9ZbxtFkOm5YB/+Df7iLiDpznSasNk27TOtZ4Dw76msUqgwxCVZlfrXJX2+j2cR+ZPUmI88yu7/94fKqoJ8c7YfziIzcz574N7fzu/vOda08zca2DVW43TZAkrStiKn0XD0Y6L3A+Oa7TQrI02MnaOWJO8AAli3/+mwxne3Mb296E0fxFU1hN+fL1aJDpt4xsBeoRxN7arlF3v3F25sEsapmfdfd9SxTQcki/aPPHutK+2q50XxzZ+qlKfvNi+uSdaalqARACj4azvqaeR2u9R3VROTyfNNKtS7ym7z98JODhxroNvz49LCo6Nl16AxUDwPCQZKlVa06vq4aLM07R9U9T0tzutzmk51esYmAUFvRqUhwDh8/PPzVV99XTNkZeh8+ni5Wy3XWdUWzDfMfffxsZ2S8fflmtrf77vXN4dFezTsmwLs3c9cGn3/y9OXr8+EwMG07b+GD3X60XeR5Zhum41hCyjyvEIGarnIBIZCGjsq8hkChtHZc7W9+fbfelp//+PCjZ8er+zVDyosfbh6cTpqyrilbh9UHD8eL2/Um4qqnnBwMHSAYk+/vV5SjZ6c7ZZHdLTKI1aePhkVBsYCjiXV1uXZt6+o+4ojMJnYed4tFDIgS1+zdPJIK6Ws6RXDUN27vk6TssK4ADvZc/I/+6OT6ckGFGvQMQ4eWrpqaWpW0YXUYNXnV6Sq2LD2uWg1jLBmXsO9ZcZwOpkEU5UCogLPRyGBUpgUDGLSlJCo0THB9GymK6lhmmOSNRHerTvDq2en4+/eRUG0DtU0rJKM/fjaeTYLVass72fNwUtIwbscT736RHu+NIZHzTbI/NDfrpuaYiaapGFYxZ9zQUT/QWQOFFAIB1kJFFVFS26qGVPLiYm2bWlGKm7zRVTVQwMTVpkNHU3EQqBhIKQA2DSLV1XyJdFUj7Tjwq4J2ggmo3N6uTx7uXN0kZVY/fDhoOmTpmm0iSmmYtUXRPHl4slovw20tBGWiC0bT9xd3Dx4eJ2GEJWolispawXjUM6Akvot1QuqmxQosmw4IUNcMAGTqeDTuSyHauiEKhFJDgJ0+mN7fr5kEEiEguWubRZEzDizdErxTdGubhD23R6uaSzbfZpplOK67XS5dUyvbTlFUS1fzPHv65HFZ5o4KoyS/mKdX9yGTBpR8f+LtTT1Nlek2Gg/7eVkSTSeqmaeZEMKwDcu0aF1hDVcNwwjVRa7oRp6VYdLebHOCQN8gz58d5pV4/ebtZBLcLqJPnp2oSls2gHGq6ypBWDcU0/GWi6itu6YuJ7MekIhWjem4cVSYjv7mOtzcpz/+7KTo+JvLFRZw6IN+4GlYr9uiY8CxNMNStqt8OupDIqAUju3qppoWXV62mqatV0uAUcM6U9EZo4qpOqpaZKUUAtE28JzR2KuqLolD4ji//NXFzz97oAfW+5uoSsNhr9d3TURIVBaGrgwGvTSpb27C+TJCeSI0zb65jS4W8U3cMGw0gJ1tEuS7fuDUgi7jwsNopMn5ulWGFmurNKPPZuND3wSYIwvVdfP6fFtUcH/ff3jce3LcG/SspoIYOcBAg2nv2ZM9RORw4vGucVw4dIWH0ZPdqUuU9Tz5q2/Of1hnf/tuc1WyuGDrZRb4ft/3katxRPd83NNUyIjb88Oqqxk3oHrUd6d9b7VdElP+nR8/GO2PC4RM27i8X33z4qYt68HUBSrSVQ0CceT34qruDOT6iqaRUX9Xk2Tqm6O+PvDV87ObUqiHe6NwHZ29vzRUsNsfj8bTNK91w/BNnJVZw6WjagKyF+9vN3nSCGrq6Kc/eci6yiDA1g0pwW/f3ZLA2N81DY19f36fAeIo4NMPDj98sH95E1Y1G44GpkUOjwbhdrHeJO/eL/ye3e97YRwf7Pc93zZMDbRtnqa3l6uj/QPDIHla5kU7X+VUyCgt75ZJxWRFaZZXEAHbswjWnh6Ov3iyRxi/vbiOo+LictNJ/M33d7/5/u7Pf/X+d9/Pz+fZZ1883s6zbNOtbzeer+3OfIXBaltst3EvcE2suKZOuWzKMsrq62Xm9h3DUBBk93frr35/r9r6Z1+e9Ae6geiOqw11pELKkwZCQgWBCq4bKVqBFVyWzcnBJJzng8Ggrtk2rISQjHMFIsfQmqyYDLyqqglWFYj6junoWtu1Qsrzy+18xf1A9z3VUBUkGQf88j4GCCsqbTqYZAyrZpEVXSNv7nMiwXTguI5JKb+7Xw19/aCvnO76tqEWTV1XuWdixgAXXZi3aUYPdty8Lq6WXdNCjuF0fzhfxau4PjrZC0wimFA1nbeyqWvLMJaL8uo+HE+dfFsQTSFEOBoxdfPJ4/2xq9iYT4f2dGhYCrq5XW4SFpYsrrrtOrm5uj06HA98Mhy6Wd5ySRCGKoHjgVdkjaFSTNS4Ihd30dltlFdcMbCuE1tXLy4vyqZjotnb8Z+c7EFa7U+H3/9wvUpqzVE0Q1EIJBhyTpIo3c5DLoXpGBhhAZRNXLm+sTNxXEuvsqrMG12B476takxCtlpuIMJ5WStYa+puvU24wJZtG7YWZs02LgxVj+Mk78RtmM/D7PwqvriIXr9freOiLjrackE713S//eb1kx994oz6B7uTw7H79HB34pPdsSskr+puscy84QQoxAt8JllVVlIC09Qx7hDuiA4byu+X2fevbkfTWdt2jqH0Bq5B4NjUbUX5/ru3bde4vk2wyimcb7OWKYpCfN+/vM2/e52f36bfX6TfX0Tz+2Q06EsGNtucCdJUjWUb0So5HgVPHgw9W6vrRjR8MjCJrudVJyWnVe35WlrVF++Xdcvu79YqIsOJb3veJsriOKdAxlVtOc5g0lMM2BQVLZlklCgQsG42dB4/2gGKjNOs7HjLAMGgPzRXWf323bWN+JP9Ud9RNIMw0QWOyVsRbjPKyv5IPdjz4N/7+YRDTCmwHS1cJAXAnoM1BgVVH54O2zLTKPpgt38zX/7NevvB44OpZsxXoabjWmuP9v3lst7msKkr01IGgd3Vmanb6/tCI+bEUC/KRPUVXUN53fVdJU8bw/BtC+IcHA9nOi1vF9tfvw2XVArEMNImY3t/qNo6vr6Ob+PEd7TDcfBgd4rrNuvkX744S5jo6Zpl6baBn5zsCh3SDKSryjJ4S5NlHo8s59Hp3lmdrlf59j4O7N7pxAyT3JRQUKEGrgNMW0U30aIiUDGN/UFgcUSLtqXt8e5UUHa7it7HcH9vYjebrKX9/Z5SimSTtSqnrLWAsljmh0cHfk8P7+/ThBqOuwnTVNRB37QVwzfNqq6hKvcHflu3HUXbLB2bDhc8aypDVXqmXVQsqyvGOwSR4zlBYNUttyyjyQveMlVTKWNIUoTx5VU83g1UQ81SWtZp14rDvaHgHes6x3ERhpJTDMh9GDquqUPy6mxZCDOvO8fCou26To3y4p/+hx++/vayKVrPAT/66ISDpiqFrribeFs2he84jMokry1TuZnnDcQYwY8eTBXUrbfV2VVadq1pW6xrnx5PFCDv79f9Uf/teXy2TqBhJ2m2O/CrPGuZ8gc/3hnZ6GDslnkX5R0VrO8Sy7CrssjLjgvcds31PCeG/vx0Ou4Zy/Vmsy113VjF6WYlH54OdK1TEDYMeb+l331/9yd/8lyIdnlbreOmatqPnwSM4x/ONv2eARBqKMoLxgQfB6hIWq9vy5ImRTfe9faHlmAyqsq3V1skyKPjQSnUf/fN+dC3h47QVONmUWccjC3ypz87+stfvuVSPtgbmCrzHbNu4ddfXwaBNdkdXlwv98aWQPbFptqmWd3KYU8zMDzZC56eBF+/OL9bi7Lln3y4WyZJw4SOpG87qoppUzFKR7ujq5vtdGzSrgVQv123NzdR0HMB4jsTV8VSwZAoumW789uFpSmWRYJh7/3F9Wg0u7pdh2W3iUpVNRxLVTFzDRGY2qAXaI613kSc480mL9NytusTLCY7YyFaBREBQFnmqkIgVqDkWNHfnd14rjkYupQCCRTKmeU4aZKztp2Mg6psbu6WHMqe7xRxMR73irYd9AIkmZBIsFZyiFSzKnNT13q+aeqy6bq7VbZcVZTTnZ3xerE5OpwCol+cXX7y6amQHZSY09rQlCRpAQJpXjCK06wY9K2e68q2Dcvy9n57NOspWCq2v9jm4Trp+WYDSEV539UIhwiguzDK8tY1CeTqyFUtAw73fKTqZczSJDEdS0je79tAwrxopGgYVOsWlFmyCDOiKCe7vb5j367TTd4SwYPAdnQNI2p5QddWrmckOa6hcrdYxner0+O+qgpf1WzTCctYgYQw3vPNsK4EA5AzoBi8Y6at1h3MsnzcM8c9FyK0jPK2KseTUdVUlIGGcq9nxmUBhUJUwwqjeFswHzf7O6bZqXlbU00mqP7t2dWDSf/kdBjHVT8InmkCMP56s6ZS6bp2MFOAYV/Nr/NGVxS1auuiaAkiADUIYQXIStRZkw/BMLyNMiE8Y8gKWdMt7bQ2M1bpfH9kqp55tCdmEFg7zs3lCmng4iZ2TdBBZJrg8cEOrcLt5tbFtm4aqoo1CXUh2yT54MnJNtz+7TfXslUGg2BnQhxT7O4MA2nc3qbMliNdaVQNgQ4pxnGv5+h6SZmmarZUrrOIKrBaNwfHY9cPQNXQvNvfmxkqZEgyTt9d3S/y5rOTsfaA2AM9/G6xiPIaUQ8quoF6nhfG6bv3t0f7/RKJTRJOhroDNC7INsv7E2dmO5t1VCdt3OZVXT08PmAFXK5WqqqYmma7lqp0/YG+CWNKkaFgRoGlO6JrbItQTFRDubvLBkGPCbq7P0uLKEmq5Tx89HiW0BIwqWmaoel10eqWhRVEqUyzVjEsjoDb8+p1FejYsgk3lJbSMKq/+ep66ClPHw6hFKtlVHYtBYrrQdtxVKQqCJk9hUPIGXZ9Trc1Fez2fjWe+rqh+Br48OFhnGZVDXsu4bQ9PAwUU0wb52aTlnXeUaio+KefHv/13759fZHc63w4ct2ecxdtLq+jn362ZxpSVxwAipYyIUhVtye7A8GKNGsRQqpK0jSfTnu6kqbplvT7RZ4DTQOAPXu4c32zBFAzdLG7ay8XouskZ9XxTI+Thlj23d16OLAO+naZFL6nYkn7U82nJEzKszx/9mRiMR0jTIHyw3lo6+rToaFYzmK9OT5wgYiqrLtP2Xw7aWr59HS0Xm4P9gLWVsOg94ufHYdRVckCKXpVQyzLI0eKzvzmfqND5gyC+SI8PuxVLS7zcne3t5mvyobeb0vO5N4E0zr98pOTItkmYfLgwW6ex5wr63W+2qTToTvw9boTF1cr39A8WymBTM+S3bGZVBknzu2ba9dzz24Xpmbisuk6BiElADm6BgnYNOLueuVZpq1jwJvHD4K6NU3D5FQIASzLaYqyaTgCiuMY82VsGBaG7WQaKJh0DVBUNU4TDnBR06poDvZmTdcMRq6ugbahcZZLwKd7u0lRx6vY0BUGBUaoakrMmGcSBco4Kbija7oa9Pw4orqmRavFqOc5hqqa3vdZ21S86aqm4XXXaFjBgo3GrmEPz85vhwNvMHTCvCKK4fU1ymTaAca7nsJ9y+4dmhI1FVVvXt6hWnt6OgOgpdxWqDw+ntV5NZnoVS2Xy9wNZM+3uDCarmO0vburxjuzKG0sDVLebaN4NBjWVAuTJMwKyyQYkSSMhAJXVWdCPA7M7//6t8ePjiDJ2xxpimyZ2J8NMG3cQLM1s6k7AJEkgENMAQZMlbQzHLelXdM2cSVsAw08uygbjIpB4BRlhiVsq0bViKKqXdFmSQWwVhaUhHlj2+YySbuakYA7hlJH9WjH0+JsBl2ZlMt5YhtKGG81Qzu7KTBRsiIVmAhA72/faMiwVA1iqemaAnlZNUVTuqZbc/b6NjZ6CmZorPWqeN10dSf47o7769/OVTBhTX1xFR/uWQc9c75K7ze12XPWqyzN62FPlbR5NPP7Gv7RJ5+9eH12eRFbVjHrD0kef/psfz1f5XGutPjZ0NUMgxPheFDT7CxOfdciqgrpmksoOP/o4Y6s4bag0oDuIKCriDhGusj3HvouLm0Nzy/ms2B4cnQEWZflecVZA43ZntMfQMqa7bui23rhVURMbTfQSQkYknebNOg5uks2eUNgF+hKnnWzcS8rm73dUb7OhgPXcYx5mDBC+66+nufbpJ0O/ZGr1G2VFJmu603bUS5Nx6SQK6puOD4QdV3GLWuLqPF7XkNlTQVCBWdw0POHgWaoiqs7iobLmndd61iq6+nLVYShZunO7U0Ul93ObGoYnULQdpOmGR9P7E8+mGkESUYYIBoBhi117P7u27czONFGClMINtRX5/euZ05GvXe/WwgKP3oyHnjm+7uNH3jHJ0MEueDNzo5PGRWC67aZlV20Dj86HQDIX7yJLy8XJxPz73w6+ze/usw863/+q/c/++LhL1/cjHd6DGLL7tOu0dqu4xRhLIVkDbcnQbhJkI4ZYFSKMMo8l9S1er9IXA9tE1DkjWdr83lbtLlp6Tt9ZTY2yxYYClEkJqQFkk4GARcsjYpeoLcNNLROwBYB0vdUSOQP51sJrc222pmqZc4c3yMSG5rkNTJI9/Gj4f28HA3d+X0U5VXUtDXARV37nn83zy0XF5R9+yamVO58tG+Q1jAwtEFBuzRMBCulYL/95btaQKKSy5v58ye7XEpbd65XeX692QmUu/vFxLfKtK60bVZBDuBnXz7Evzsr0/rx/mgbt0jp2xqErA2TsmuZoLrve3XV6kgRlGdpDj19Z2f48Y+eX7y/Bbxr67oIOQd8PBhWy8Td8SWGdUfrjne06Ae9KIrLRhdc7I4GdZERhVAq87IihBOsqJ7W1o0UzXjY32zjpq76rtU0uWkZnKGipAJA07IlE8vbOTFtXUdlnrYCAcFcWyOSuZYLoEQtbbjkHanq4vBwUCSlaeyoukE0ldbbz390HG7mhu1GYTEc9lnTDMe9oimzltct1onI0pog89XLq8nYzSua5rWlY3+oQUiyOPQ81UbKs/3+bMdPywIpimcZgkln4AHQmq718uLCdwLeAGrIOGnKLP3yJ8/u5qvVet10vC5aQ1dMTW/rstezDSNY3K9VgCuhpFKrsqqrmpGC/+znj7Ma/utfvsaKOlaUf/Cz/eH+/mobq1hmbU25ffZ+4fh44huMKklZBp5pG3pWN56lYgGyefp23TCpHQYGBJ1l0tk44BzVFQWcGpYRhenupF80LWQC8ZpnmQws/CxwXM28502GgR6ofcfcV8jTyYhV7X0cG75VNDxP2zSlqgLrru4YJsBSiWEopKi6MCqZ5BwBztl8mWWsdizi98yijbYl/bMvPovWZSlQldCGogzUpkU0KuNV+cO7zcUyiaKo7Op1mOWd8Cfukx8dnp7sIan9m99evy+akHE08O2JqrjgNkvPN9nVfR6um0GgPX5qI9Je34SAAkzl2XwRpsmubiltt9tzGHf/4neri7QBOqo5ZZZ1sZp/8Hj3sD+uChhmxVff3QIBaFcLiHTbMkZWwtNg7E8D43TH8jr5/sU6BRpSta6Fcddd3GfrMI82maMRVRXTkX+0Py5rkbRksjMEdakBNazLm00KTLwzGQzdoMoa2or+eBq1HUOaQpSm6cqyJURpm1ZKVdfNcL3ItgtW17RtaEu56Mqq4C1vyqbn2UJ0EiFFVzVdBUAQKFQFdJJuk8QwVE5LU4MmEI6CX7+7bwCuu9YwLC8wVQ3HWeINhgKLpu4oZQBC2rGPPzzpue7rs8Wvv70+n+cXt+l358m6YLZj7R/2+gPDD9zT40EWpbrjdJIOhj1DUxAAiqqlSUGLbm9iBT7e3fP/+IudL458Sau9ifnhUX/gOhfX0d9+c3UT0rPLmEDiDHtUCACgEFxRxPFeD4uuaToJRZ7lEELTsmjLNdXGBBkmMEyLty1teNUAw0Q9R2Ot2Ia5ocKeweumSYoGK+oyrBdZe32bHJ/MOAdR0uQ15sLI807XNMZlWrL1On72cC8wzZP90WK+DrOq3zNnsyBKu6buXBM1ddkPdKKqv32xPDtPpvuTtJTrTSekoipwYBtd21wt1lLAquzqNB8S8eSg75hIVUjLuICsA53jB6t1BgU8HptPZ5Yr5cRRdsduz9cne45QwN/89uKH99s//83bjOKPvniY1QUVwtDV1++WAik7A20YaLquhGGuqorXs+Ms5wJso+j2LjQ9e7mOq4w+PNx5cjoZ+ubxvv/w6Wwy8Q1Tx4ruui4TMC1oRbmQchvFq6yoCMwq1jYtIUgArWUyKwuIgdtz0yx3LGPgu5IxRVHTOFstN1Xdcs4FB5ZleoZqEKloQGDY833UIktRbUsvqwoSFRPcNRWUgjFZN8w0tWDYW6zWZZQVaUV07PUsVVVNTb27vpvsDIK+yzsAGW6KMvAMIHhdF9PAYnWjIXVgap6pIiDWm2ixTK5vsrplT5/sD0cD3zE0jBWVPHgw7oo0z9vXP1wpUHa0bpi4vF7t748en+7GUQwl8zQ88q1+v6cbZtdQzuFymcZVqzhmUlEV472eOSDiF09nxwPl/n6DMP3y0fjp1DqaKr4tp1MziqI4l1mnf3WxvYrgJuqkkLam383T1TyBkLqWMZ9HnmN+9Gx31nfTbdYyKaRUCOSCNQ0jqkE54LQxCIjStKG0g5zoNb/My5/+yBt45NvL1J70rECtCkZbEGblVqlDzAhDfNudX0cpRb7HoabYBBFFKorKa17mTZhXvb4mmKpADliTFtVsd+BonbTEyXg8f9Ut01ArhekiTapHPf/lJtsSEehKWWQYa9DBB/vDxXLuWEZFW7Vvvnq55hR//PDIkZR2OPXt98vVbKo1Hbu43DhQHvRVrdOffDhahXd+D92s+TqtLYINgFlTmN4hX6ertPvq7B0DaGKoqKUYKdhqu0TMW/Dyl69Uww4EQxiztu1gx6C6yNJCMyzHafNaKN75ZuPvWVGRtaUZLyo2ViTn4551OutPPEfIjkogAV6G+aMPTjQdVdHKtay8Km8jVjZ41zdhTZCGD/bckqGXZ+9vb7cn+zujAcQS2rYBIOIS9YJ+ug01RVE0q6lKzdAgplJSAiVShKLaaVJ1rO31vbJlCADacdtWu4KXKcvrynIt1yQBZIEzzLq2fLNZLzaHh9Om65KkyPP2YGeIMKKCXt9Hg8Cezfzr86UUYjz0fMNICL9bV4rrzm/Df3H7cnfHbZqWIJF6sixijaDNOqJCDAY9JivOpQZAz9OlhNttKjEJo0JH8PGJWwmZF/XzR0FNIezK9V14MrSiML1c5eNp9P79ddDzbMuq286x9a5jAAmiQocY220U9MeBa+VZDAT0LAMJtjfs3f37ugGBEHAbp67tBL6DoahbTrks6y7PWN5VGiGG5YVvbquysyw9zSs30AUQdcl0Ar0etHWmKtpqE09HLu3qPC+TrGGspRIyTBjlLkD7Y2NQKUPf/92vLm1T298frJaxqsqTPcuzRNd0dSuKrBoEOoEAQEgIFhIWjQjbrugkAzhu6uOJriv8y49m9FHJu6bMYya9rCy7Bh9PLInh2dttXnHXVT770cn9i7esA45qE8W9XdxapjmZunqC6pJts6xIWhWrNa0x0b/+1QvGMNBFVqScC9skVFDDtbuuRYSst5HtmhLhOM58V1MAG3hOW3VxCrq2nUymN3dz2nFXU9qa2dNhnORSQCEZQIQoat00hChpnFDBAuJiiCgCwrOub+aWYS6SKjwPnx5PcwEDO9AVttlmhqqrqhaGGy5xVhTjQb/qeDAaNUVl23aYlaauZlFmWCYTNA5D1qqTyc7Z+fW4b1uWXlTcVRTL1qjgKiSmoZaUxUlpmcrDz55mcWaapIViG8UYQKTgtquX96FtDW6v1rv7/YGrF0XTlF2SdJEeH+8ObxcLzTAwkqphL5bbKC8d30IKRB04u9juDaydHVfT5MHUywawKKtPf3Y6X+ekaz8+6QEC7zfln79cDTbFwaS/ivM05qt1GW5pU9AH+/7AMjUNrzexNzJo1zEBOWA6kV883zuaDtdZvk7i8chESJomSqJYVRUAuRNYUJKkqlVbJQnl05HxcDz85t0lbUC6XLsHoyKsi62oMCja0tS0vq4XSdu0LdCIZpqKxU2JyoRuy4q3YNzvqxqtWhZvir2pY/j21Xr75vxuZ+S0W5nnSAdtPI9+/neOt7f5V1/NgQYwlxWuDQTdoen6KnLJJkwVxdlG99Oxf/N96GFT72Hdxm7Qu/71Om/rw9Pe+fuFblqzA9dleOAoby6i+182kwBrDhCoe3ef9AI06zkfHJ1cr5cJVa7CUNPdqUkMwigFRbTyZ+blOvr+7bVrGn/8Wb+rirauGtqVCEVxcpvXF9uFa+PJeHxzHfcc4Vj+J09mmKvbTbVt2kGvZ2lQNxAUDUBQIqDqtuc6m3CLGNMkDOu2g1Ty8nAw5nlt7/tEBVnSRmG5nVeWpSFFckFsx2Rt03bMC0YYAiy5YLKWEmG9aQopgWc5bRljjJumE5IPR04SF6s19/weQUznBEIkJZBcXl6sdib9x8cTxln4dj3rGZUFFCSTpjN0y9WIZYA03obbEiPds1vRNYaCw7i9WaVp2h6f7PybX76jSD052lktkjBr+r0AETOMU0VRDRvTqiMCvXl5TmwNE306MA3MyjzlHCCoZGlx9NFpvo1U2iRl3nNc20anJ05Rk1EfCjn5d3/97mDsNh2fL9b7ezMpOoyBYWkN7Yqy8R1H1w1GG4JVIDiSBErWdvL15d3BbAgETXLecsKBWCeRIH3aFBghgsHOrKfpak1FXYqvf/c959Lx3appiWW2DcrqSlWJKnnfM0XXUkHqju4OHQRJWdO8Y4BoLYOLeXZ8uANgA5G0PRPiehAYEMiyLIiKORNdk+8NvKyo3t6s/b5PKqlbWLTcMBQmwdU8XZckqWRHQ89Wz+ex97B/ebF+/HRs6GZRgCgsHMPelOXR6bBlQGBh6b3tffY3zdl6kxzNBs8/Gd8u0qqC44GB0f+fJP/atjVLDASt6efvl19r+31cnBMmIzIjjVypVKLVBQ2M0XAFDN6Bh+OigdF0q0oqVUlKpQsfcez2e/n1++nn5ILvNT4zGabX9RZwfPp0wTns6iZjsba27xCIQiARCnI0ivqmXz/WZyfTUZF4E/a7mjOS8rhI8ygKbdN5iOI0f/3mihOUpwnJw3SYM0SVR9fX1yfzhWwVgMF6YBze71Znx/O7h8Obzd3Ll6f72nz1448AIEYqE+DqsToZZjLhy1U9GdGE86bpsiKezeZ9Y0RjmkNDMJY2AEh75Xf7ls8nCKLxZGR9l6RRJ9TucJMmUTabdb2QvYbQH6ztOvPk5OTQdRDRqlbzcdEbQRLqIPrjN9cI4JN53qs+OI9crLX+/Isnu11ntY24H46Sokg5DdJomsTKOmi9se1kmFvvgPNZxs/nUbfbP5myWYZRHOXTWddVvufvrkqtu8XJtNdtBsnJZHpz2/30u/vwQs0/nX37zXJXe+uDMur68cBCNB6Sg2H3j53u22FMpXS9EGkGlK6TweCh3X3z+hY5/MUvno2P0Ha9qw9AGlIUUTEdfff+nkwKFI2yf/pmiXj6d3978t0Pt1KBcqe1B4e2yYe5VOCb28ej0eD82bzU1XAIqiYYIQcRS6Lozc3uamuHQxbFNEJpY/h6V8aUMIQmCV8ty0oZNk+32/rvv1r9X//9r7Pe/PPbTd+ZBPLjk3B+Meg6t9q2t3cyyvh4ko0oejE+nj+flpv6/urmgxNW+VfnhRbSu/ijV8fbt+sa8nSSDp9Obt7uJvPRh3etkqCRfYjYkydpsBJI8Paqrwx5cuTGCc5Ter1cf3J8tL5Xq6v+f/zlp1GsowL+5x/XPo9XpbjfdArpfZB/8Ref3v34Iajmy58dJ5AQnPRu20uV5lHtHGSJtgJ7LBq96qvseIi75vH9/rATk2E+X8Sd287Ho7Px0X5TRoNMCVVXbZYWCPSnJ8Or1ebD9d4dj46P5sv9IR/OIp5UmwdhRJ5kXdPXvYXQcMbttsryYdcbB002SFPOJTNNK40R+Siy2jFCIm4gSqzG1pqD0v/8r7eTQfTzF7OqNtu6oc45q56/OO27Jo+nGNZCHpL0iTBeSM0JVBr9eHV4aE1njAPohx+XwwykERdChcCzhIpGROkQ5ZRwOjla/Ot//YNyuCvLzz4+nc9P97s9IgyvqtuHrRD1fDQCjawaKSXNI5RSAEFgXJ5MyNdfvzs/KVKOnAcIUR6BTsj9RjgHOLPG+DhBEATGaVmJjMYMh2mWDot0e6g6g8uqnQ942+vNrglOCe18CG3feI+C1UrJYphHMFhvrLWyl8Ni4KxrOtVbkCbQSKe6vhWh732asLZXu9b1vf3ocv7xx4Of3j06SqSAEVF//Wenh+VuUESbdYcJGY2Stg2IEs4x4fS7n5ZfPD8WymMPtDGNUoTi4zEh1ClhKQ1d7SG2CPubq+14Gq/XXZrFnIQ8p99+2F/d9EUOZ2l1fpr2CkRssOvC/bf3EGDl6fWqldYOi3SwOPnj12+bZgeDm46LUd7m40wAU9USWFlEwcMuS9IkBqvVuigSrT2PWRzzppGRigGEjGPKoJDNdBipVhwtBoSAuhNRCryzH706bjvbC4+oDwF9eL+kFK+2W8YhIcXtqomj+HSc98ZFGbW9jU70xSI7OVto6x7vNzEjwvdSM0BkPooDyuOYCqmqqltMp97bhBKl+kDgzYf3p0+POIu19mcXs9nR7Pr9DaHw7GQu+w4IVN3vVgGuRa8cUEYbRGGNPTCDlFDGKMRSa4jCeDCgBGttYQiDIaAkHC2OAgR9qxnCGKA0SnflgdEoWACQm+RF09YUo65pXpyOxpMcMFzW7e3tbjqdzifCCnF6evz29q4SPsbh5cvJRy9y/GKKoRGVGZOo83XnQUDsbi9Cd/WbXz0p1+XmoXv5bDLKMQCOkvj6YXs0yeu2JgDNx0ke5+/ePvI0yvMht1aotir7dtM3u4YoHO7u9tKDzz8/WlaN87DfSM7IdrM3Bm22NbLh05cXh/0exOH50eTNm+3jzv2P//FL2t7tOrNZoa01lPPTUb66a3988/Di1eTj2WBdddtde5IwVKBDbU8mkx9u1v/fr37660+fP2nc3XY9W6Ao4bu1Ckb7xmSe2EZ88vHJ5cXcSfCf/5d/+/mXL/go15KUD3sug3P64+fD77+5xYE9uyBu6JpbcXaU/HS1dQ4zQvNYpjG6uVmCwUDuNQ1gVhDR9j0joBTTYvDD+8Pt/f43n36EMPQs3N93h9Y1sHm3XP3dZ08a37tqVz5sz4sRi0BCnKw0UpDhyOHQdcID03mTxRlMfFPKmMeR1NBCJByLWY90K8HHFycMceyANcF4KEyfJMgEQ2MIrJ/mqVEOWu/6JktylsS7zWNCsNHYGqOloh5AFGJGjLVN27EkZiFIpRvhTs8mJ8ejsmy8tg5jHuEhjqW0/JhQTg/rRyfk4HKIOCPEHC3GZyd+v1dV26UR2lUbj93LVyeP691wPCI8TnN6c7c8madChi8/veh7sNtvz86nRrr9Zt/M8unZiGMUcby8PTxsq/Oz07/6dx877Z3vVSdLaU6OJ/uyTiJabvcAkR1oh4OB6HsMPQQ0ihAmxHt3eTF5d3M4Oh1P5yOrnXFKS8Mp4VH+9mptAxhnXBsXoEcMI068D7NR3gpBKNxu2u/ebH75s8vxlN8vG1HLOEbSKOkgcqSqyvFo6jQGxmQjLgTAFlIUZNf5EHiEgw3L9XacD3uhCPO9EHVtd5Wtha/7cH1f/sWXT2hUrvZ6Psyq3eG//u7d06MxarvZOOMUQQ42a0Ex5DGY57xLLcGQB0gi7IALHkYsMa6HAHz2bCR7/+Dl9XXz8cVE6Z7gotz3LIrqxrbCCOGTnJ+dTLysKuF3h3qQxlnOe9HGPBzPxvvdum/DZieevYxnI34yzDiHPoB1Wd/vtm1v0izvlVwsxgQ7ae1wnDnJk5jBAbLBVrVEAGnROIsBgQOEg3Mvnx/vd2XE0GSSdCq/39TWOUrZvrGNEBGMdsvtF59crneH7f5wdrZwHn642h4fJUkKjIC7psUOzI+nMEmvV/XZYpJEJKYEQi61lZ3DHtZVr1xcNm2WZzd3N5TybJDSOH24fri4OGqEfnwsE846bTav3ycRgYAY7+dnE7RvlRzdPNa3d+soj60B/+XtTwZRY0zOyZPjwTDCRUJnsxwj0PWibfssYZdnE05Jbx3E1BtJ8gRSUi83FOG8SOpDfWglJnQwHDFOT06Om7o9HFqthAsgK3Lv3WSYomGyq5UJcZ7xrjz887986xHxJImoOzsevzzP50X+p68+WIAAI4/3++Xs8OtffvKP//kPjPjNrp2MXJZiYHRX13mWMjpKCOQkfPLpxfubw/ffXn/++UfTKUchLIB7epSgVRla6YNH91e7q+uWxeTyNKOIzCeDiBgK+WI27tr94jQmnCltGwEdof/83Y/fPzRKwePZcJDGnqDzi6wYgLPjxBs5KtAAAWLU4ngcXKhb0dR6HMe1VP/Pf/j65afn//e/e/Llk+G719tWm4iQSMLPns7+D//x11FWvPnx5uvf/+nF01GehHpzWN7UmIKHjUiP588/ndeNHZ/lloPlsj0/G+UDdn2vLUQZhVhTAMGLjwsAfcGiv3k5ezaLzo4XWtgMss26Wdbl5bOJc8qEfjoaRBGJWXgyKCgx//buet01RNvn0+zyeJCCyPXOGxOCCIQWkwGJ2LPnF9NRVmQxDWDE2ACxZ/PjSUaOTqI0VeMMFowkANu+114FFhrVoAgFiG5vt1pjBEOesIuzbDHHVdXRbNL3IiIWM5cXNE7AbBZNZ9FgEFljAECYIKNFGuE8pcGbvmtCsEnM8yxKY963AhLCYjhKEXGiiPjFWbq6v6OYIgQOe1nWEuPo0Kn7nYh44S0JmPYOPd5tJ+PJh9stS7LRMINBXs5yDhRG9B/+9YdvPmxgjJ48GTHky0ajLOuMzvPssD8IaVzQg0HOOR2OivVuY4E7PhsVaUQCGWQZRIbHiDA4KAZxHFECCEEBQogAgLAT0hgdXEAQIYibpl2uahxF0oW7+9445w1IIsyjmEZxCAY4n3Dwqy9OCOje/rT/6f0OsQhBMBryIon6Vk7nEwgtZ34xzRgKDOJBxqfjtMgSigAngCMzyRlBJqJuOkyOpjkCbjhMEYKMokFM37y5Ego4H6IhmUz5OM2Mdm0DAoXJiMwm8a9+fhLFFLEBAPDibKhaw6IQJwhCn2UgSpyU5FDZ+0eRjVMWOxdw1WvGU+dcXlCEwOO6ZGkSR7CIo7vrbTHIlfHW0zTDowJlMUg4QtCM5nFUFLvafrheU0J5CgDSUUwiTl49O/nZ0+E8x17Zw67fHfq2lRSDPCOMYi2V7GUSJ3FE4hhjQvc7vdspxmJjDYs55Gzbg0MjhhmbzycgGq82Uvegb6xx4dAe4oJMpsMA0Ha3ny4mje6nT+aYAKyRc2ZX19f3u7rRP/xwY12IsziKoogSAoDsg3H4/rF6+3ZV1bIYzQCNtgfz9Q8320b//ru7f/3dvQ1os69vrrddI7frsuulsGa1b3kUUepGafT0+CJj+OJoOuAoxj6jjEF22Pfj8eD05BgC3mtrA9LaO++NsxaGAKJvv/2AKAMQMkaOjhbD4cA7q7U8Oj12wHsMew23e+k8SvJoOBlLAxDDgEBhAqJxFKUx4bEVf/PrF3/1ly8/+uhymsezNJlNMMZgPCJ/85snnyyyaQHG46xX+n/+T7///Dcv7t/vByxLeGyc0ar3rnNSIK1jRgmP+lZkCD1//nTbVABTQjmiHCCGCkwKiouYDbIopmh3sLer6qHZD4b48mSacJhkfjIfPNx3q8cmBH10xFnw9VbuK2MwdNQfzQeM4HeP+1a433w0mFi7f+yfnY7nk7jqhHAYEEQxGqeYNu1sTr56uH/yi49SA4ZpMoj5gg2//Itf8GH823/54T/9l6/OLvh/9+8/FsaTzEwv4xAZj0J1ED99f/f3/+nt2fMx5Wp3r8S1Y2V4OjoaEscxgZ7/5t+fny0Q7VTk4OJstLfq6qZ9vN/Oj2ITTDIkT18dLSYpztDR5RR6UFWH//4vPv67L48u5vNBXDw5nnz+7CkIaNn1KgYb1XcQG8pba97d3gdII5owjzbLNQqUhEBZVLf6YAXIw9EoeboYjGPalbXsTaM04tgYvXmU5VZBwOIsTtPYSKGE6jsjTJDWOCWcVUJqY5y3wDvoXCCEOKc4J02rmkZSjNOYZHHknYMQUAqtUUp0nLG61au99ySjMaUMMhqeXF7sdyUEsKua4KHotNMhQP77765/uNn965/ub99vX318VB7WfaeM6KGRH788nuXwdOgXOXhxMgZSWo0wY4EEhNG//su31ocsJbNpslxVo8nY2QBhqKoGowQEVO724+EwoThh3OoAAKAUt31nnCEUB++1aLKIVoceodgHxxnnnHmrioQ9O5t0u9ZIlERQC5CmaR7xuizLtnlyeQ69H4+TGAcAQDKIbICb/XYwZE76NKEsga3ywloHHEI+jhjCzgMTgjNWYwSds0UaFUmUJJRzHKx33nvMa2l7KTj1o/GgV9YjjZC/v64JRMCF2TQDGN3ct9rwKMpm85MAkq++v339oBuh/vIvzn/28xeMExyw11gqDymCjHoE71dd3/lkQDa9uN2Jt8tSsnjVG1jk+85WtR9NMspDHNPJMGMMtNI8rmQvHOI4MPLhRjxse5zgfan2rRGBlNLTNOYx7UTjCckmg/EiC15MM76YTgCAAfpeCaVUeeitBdoZjHkwgCMEvIi5VaI1Wj0+7K6u9ncPW4KR7FXXi8k4fvnq4vh4mqXpzWPpyej97R4ENEwTqEyzbd6/XSqlzo6zYZFahfuynRRxzAOJo20tl9vqYb3FlEyOIprhXrSfvDxJqYdGeulk3WeMfvHJy0HMqsdHXR5ORmkGfULAMM+Cdfu9uL1v7h4Os/lRNiDKtzeP3b45/G/+5tNJEQ0SfDqiXzybRhyu9/tD1VS9bZU0zh32+vsf1z+93z4s92mcVk1Tt91ms2tFDyn3EGfFsOsk57H1TmppvYOMGBcd6m56MtIBrfdyc1C1cCzm5yejJ+fT4KxsdZpQWR2ePp8jBuejFFgvpB4tchYlg9HwZ1++vH3s/vD7m/lsNJtzRLD3IQSQJhkmnFIuhBK9wJjyUXa3W1oPlfDao70011UL/x//p1/cHpqDUekI3d+WALPTcXq/2X328fndVWm5jyK8eui6Fnz558ftpoY87WV9djTareWq2hcjMomGsuq7XrMIT3JMY0ox0NJhSNtGXS+bL798QnszO82/+NXJ7/7x/Q/vVkVRTIfJyZjPx6O3N+Lvf/fT+cWcu34txIvnC73W7/vDyy+OvvrtVYD+1ckpUWo0jR6bh/FJAmo6DNN62RpIlFchU5UCsyE//WRUrqpTNn58KH98OGwbyTk/u5gxpj8/G735bnO17z67vNBC/PyLY9TVdDQMMPmnf/gqnycvZ4OCxQG4trQP+wOI2GxaqE4Wg7zgpCp74nEIxHookTk5mu7WDx9WywQSzmAxSmMUDRIGXIjjaF1vHWeHbe/6YIMD2rIox4yOszjoXqjGenz85InoG6wFT3jX9DGPAvDOWgiRc95YULV6X3fTyejyKHNOYkKsNQjBLMtFJ+q69oBo63rhd3X3y58/U0199VBByi6PCyO9cNYhdHt3KDttrFUOae1/+WLmhTq+nHz3x+ukYJdn43LfKGCeHh8JI99fLQPkojcIgsvn85TBnPPNrmp16Lo+4VHTqr/6qxde6+CC0q7r9XRSlGVlbYDBC6WVciHYLE+NDYgAHEKw2trwuFOrnfj45cliyhhh1igC3aHsysa6gLpe84x772ZDHkHYS5+Osvkw65p6W7f7vZTGrQ7mYVf+za9fXCwGD4+rdSN3pQoWJhE+mg+1lFkeK6t3mzbiCY+w98EYQylCCAeE9lUfR3kI5mojN61VLiDoIYQRp0pK4vGA0xfPBx/e7k+Pk9k0/ebb+08+Onr2dNbJ8PU374aD9HGvy13zP/zdpw/rDQcQAddJt6r8Y1mtO/DJxVjWchhjY7VHRCnbW01oKrWihPed4QkByHCSFDHGmDxsGkJQEkdKKcoh50wb7x1kmBjrtHcuwCIj0Cst/XSQpIwgzLxXRY7zLNXaB6/Ho5ExpmlrJaH20AM9HU68D8qqNCZZRIXQw3Fe1m1dAaP7vGBdG5SSv/7lx1shd6tqmiaPu/37210a0/GQF1kWHBRWQka1REaKOCJN3ScxzorUWQiDTWMWRRQg5z2QBjgA95s1R/ji/ChNqNJhtS4xi5xzjKGIAm9tXqTBIw9gWzYYBxvwcte4gLXSiNF9La5uSi8P/+f//a8xjVerPSdoOMk7KWfjqezaqu0CwkqohCWAQONBcHYxTfMi7lrlrfE+eAAYZ1qoNM1E21tjASZJHvVCto3b7HaIg+FwEJzlNC6rBgF0eVIMhkkIQCtJAlSt29suis0wmdZC1FXrYHyz3ZKq+w9/8/Orm8P3f/r+3/3lRwDCqmuHw8xogL1vnR/Pp9RIjjAq0h8/XDtL2l5LDayR0+lIiJ6UncE0GudgtTsEBHkM9sokEb+9LUFMrNQY0ZSBZMJv3+6DDnGqowLf3W02GxsXPBjrYf/q6fTmbt0593ppjxbwcsZHg3ldldt3ZcKyx/fbLz4/OXs6/Z/+p+9Xd/2rV8d1391W+6cvPkYa/MM/fZtOB21bTU6Hozz9/rt1tTXJorh+vT0bDmPqgAvHk+Lt7V1ywgsQIZ43rd6qxlPWODVgBYL6z/7D51fX7zZ34q68zybJvu8Gk2g2SZQKUZROp6Mt6rohBTEaZMn7m1UcRaapb394sxjn3NquNLWsRqNiOh1q1UDKEgNihjm2RRRHg3i1q4ukWG97xfTV3SaE7unFaB5lDJNVKTptlArjSVF62wKr1jXQeFAUdzePk8nQBt11klFgZZfF8TAfxDEzrSKUtK0ihJZtkyQxIRQF2EkhjaOccASGKScEGQe9w2nGZC+7RkCIMGFNpREHi0XGY9QcWh6jWljYeX+SumCVlNtSvfmwkYDGeWQkTDn+9LN5ue3/8PsP56f5bt9LGy6fzJeP9w8Pm/Kgp0fDt++WF0+OZxMOnXfGhzQaTof7D8vzo7GoquEir0sxHidGSM5I8KDr+hCAgyGOeK91PmLQJc76hJOq6nmEjfWMkvGIIUK3+zLi+ek8Bs6PZ+N12TTGAMAJhYfDIYpy5/xoNtTrRguNptA6RxGOGW17nXLy8cmk2ZdlFFnE91UTs2g8S7USddUbEwhWNIJJkhZp3CplnU0zYlyoWhMCflz3p+fD4SBqbupGBkw5QtY5qIX2LXj1+eJ8iqB1yatJXmTOm199fp4wtF+WZSvTlG8ODcbo9Dx7++Zeim42SSnB+87sW7NrgAXh5mE/IjxbMOgj2YfgLE8Hm0OvNcwSwBDGKPAocx7UPTBOxRGNCR2M0k4S572UuhFgkKDjEe8NbLq2k4ZAena0WK6bSoEvfvERFIf2UBPul8sH5zmh5NCsA8BxRB1QUod12d0dDEU8In6UM19w67A5yLLSD4/10SweFeloQKuqaaR68/qBQhbMoW41xmgyjKD3Vtu8iKGNq0pggLI8klLkCTPBBsCV1RgAyNPVYTcsUsajtmwP+/LydAGdgiFobSDEeZ4eqlooORgWvUGU4EPVShMins7nY++NtjBKEhd8K/Vu353OR4th3lZZeWjzIR2OB13Xrba1d47QFmNsjQUIVF3nAAoGO0CUdlff3VjnkXdH4+EoiwP0SUBaSI5xnvN6J+MkW262s8kgjvAgXUCgnEdVMHePj8N8vF+tpmP+cNPMk/R4kgVvh2f5w5syQDtKAsHY4+CMm2fk7OnTb7558/TJyd/+zS9+evfm7GQGHdzvxWRRABDfvb0KBD0/mQoVHh7WMadpkTqv19vdi8vJJE/WRhPVdC7GUouu7i8uF9c3de/Ey6cT1bfLbe0swh5/9PH86vWGspTHIOEcY/LtrhsO4oSAXoLkdLipaoEAxBQjNxqkwrjN5pETPByMVo/1+NUpWGT/8NWPj5smMHjbSmWqj04XH356vMLg6ccF5ehuL9MTGiXd8d5jhCHpxzzLOa6E/903q5NJ+ldfnl1vNz/sJQz07n55eb5Yb9atthoFDuDuZnfYNvmigNDfb/aewovLpN+BalP/+S9/8c/fvet1fXFy6il4uF15Z6ZJfj6env/siTXKAScac3J+IY2qekUjhqFniHQiNK2gJynjEUpaFIVNtZbIkjiejYccIMbTXva75jA7GS/v2/VVTSOSJ6RIxxLY4P3x0Zjz5O3VY6+BsGGYRZ5ljvK2a6KYi7aDwGFEEk69dZBRGzwEIFhdFBEapw6YRoE4YqbTRnJEcNO1IHAlUStMxuNWWkR4JQTqQb2pP/3ZUxhIkWGjxLOzeVPq3tA/3myUM//xF5e7g3i42Tx/NlNegAR9/ebxb//ixfnZWV2XCCOGwcXJKBgHEcAAY0KEUM4BLUwa8VE2a3rz/t0jRkeM+jRO+r73AQZAtrvN2enJt98+fvb5s+OjbLXcRoRRhutaEAJjTrC3BHocoaqqLo4XlOHNqgoOBw/+9Yf75+fDv/z08p9/d0XwoEjUoIilVm3Ta2W9A5SSLM+wMtBpEuF92663bUTj+Yh7byNOmk4QDqMos05lBbTGGOAgAU0tAGI0TspGA5Z8/e4xTnmtAaUEoNArnQb63/3ZM87Sr9+/+/jFkwGnXdeEYBnnMSUYuPXDdpgx1HupYCBx33azo+Eog3FCd2243vYHEXqLOPAxsaez0W7XLKbDrt9F2eRqWRpMA+whwJMhN9Z7HFoJ153CwHzy/DgIba3fHppem0GRw+ABxOk429w8xnGccOaUGHAoE3y7lh/u1v/D3335u3/6b5t95xFzgGiNtDY22MdtPxhnEEFtaL0ThOqL00xr9+H6cTAaRZ56iI/PJ6bXt7cto3o8nay3h9FoAIxezIpBYRdN3CkdZ8mwiPpeQECLLKMYxAz3KCjnOY6VkBEDhFJhTAC4rrQJwnsIAN5s6zxFOYLGeYrRZJIq0yGcvX+3TvJsMUkXk+Hq0Hz9w9Xl+RFCJkoTigAOIFgTMdp3/aiIx8UAk0hb7TxdrtrhOLUB3q07qTR0ITgDQMhit98fJrPTVgjgSNu0BISVWXkdE0rquk04f+jWs/mYF2nZ7HzwX/20HBfJJ09PDtv1aMBxB9MTsl3vfvby1CJ0f7tkR4vZMK+k4gBaoIsotQE7DFgaE2EjihZHg3FWQGOOjme9qr0V88Xkn3735nbfCmdjzkXXdjLfVNV4kN/f7bWUQhpErLbGeD+cDsmnL/lv37TGkfmouPlQIsSfnJBF4TeNx8qkw3xTlvOaH8/zZWNhIJvNLhvw6ZCdnWQJMB/u2rQY3y/r1zdtzPHJSQScv74riziBUkfE/dVfL76/2/3p9S3neMgphbbalb/62Xm32x/Px68flg5jHqPZ2TAeof1OBRb9xc8nP3z99rufZKNNK40L6JOfnfberrfyoRTW97p3zetDFMH5PJ8N4lGWIW9NpR+WXd95HOFXHx1lSfTwevsf/v1nqi77tp2dDafF6Pr+/uJo8mKWQQXqFoCgWMJ6LbI8vl/tjA/W6ZSTYZHki8jswsNVU5tdKxWJRGx3s1HuYHDIi7JHPHr37nZ+PoxH+XpVJnEGmKn2tbGJshIHmhQxzbCSZjrKhfI8SrAPCLI8HW8fl071cYKihIIQICbWuCiJ1ts1CIRRro3Z153ctYNxPi7oKI6U8doZqbADNgSbFYhR0gvb95JxKlr54uWMch0cty6o3jGmfvbxuG/kroqWOl6czv7pt2//7Iun91f3UZbePwRjnfG0mCRFQQ/7G9WbYpiWjbDWKB0GeS6V5BE9Osqc9zRmthHBWqN0GkfGah5RAHEInm0BJ+iv/+qTu+tNP8QWIKFsHGMLuNIKEkgZ5BoZ4LI0b9t+OEhkL6xxMaYJJF1nUDKW4F4IK7XNR5ELum/bJInbbams84AYrUeDqJa27DoIGYE+jjEA7HG59YjkRcI49prvml6ZoAFMGMti2irw/fu1skQ7LC2vSxcQQiBAY7R1wfrz5/Pdvr6+rQaD6uVppoUCEN7cb8fjkRKH0SBvyi5A6H3Q0jhPtlV/OksIz77/5sOydb3xxLtpwX/2ZDEa0Ks74ZyNUqqsHiUp5BgCBAPZl+L8/PJuvVvvKgWY1P7rq818WBCsTCBGWs31cJQtHzeBUGhpwSCj5vh0wbB/eTk6m4myqv/5H/94/9iKTkEWWQKAh1IYnsTbRkugB8NkNI4XIxJx6r21DkHKW6VqoSnjwOs8JnmGszivqr7q0dX15njOpovcYZxPxvXmUCqkapfnAxBcdThYLWfjEYqSvmo5AoNhgZDDKKRZggqCAFLGWxvEMCn7niRcKMcYAwFaAZRlHrpnL882q/3d7SOGIE2S4aC4uX44PTk67A+BM2dMQfHxYlIjmKUxxTbLButdtSvb0XCAMTDeammcsRCg0WCQcJBlBEJPkRxk/uhodPvgrNAJwVkcFQnLEhLFMYQjpdwwz0YZW693V/vlvt2LRcaTWFjfSDUaFT5YHqNgwNF00iP7zeomiZIRxaNhkmdpX6okT2RnjmajugFKSBsgQOD17X2Uj61sDl07XAyZhz8/u3i72UGErQmj4URKyZPBdrkdjdOnF89ur1cH1yCOyLYUy6pOZqMEknHixvOcDdzu0D9WgUb5KIuCDp3WkTZQm2dn49+uyg3Av3o6ut8c5qPM2/Bvv3uXxA5RdHSULubFYdPogItpPkr92VG+qTVCXLeNNv5oMdLl/smT0SKPHTnd9q1q4KEH7388/PJXl6qR+yXsStkmVuuEACOUBiDJsD483qslbhsDMaEBFUk0K9h8lBAMoDNNve9GYJqPyvXW5sQEeXo0/HD1+NGnR5vVfbmyaRYB239Yvn/+0XHTmrWhyAGWotW+FFXJYxQHuitF3erpfNwaV6/r601JCACR3e/6stfzRTTIR/NZUVUHQsnVrvKAji7y2hyQS67f1b/6cjyKycVoII121gaHMAIQEsQgHwJlbSftZDbJhyMhGm8aAGDd2jhggoExijMmjMqKYr9vu04NhwW0ADqc0bg71JulmM9HWUa32x7R6Gg+0Lrd7/qmVTZAbYPs1MnZaVM38zE3vUqzRDuTpEnM2Pmi3Vw17949ilp9/f395x9NNtuGExeM+/D2fpydxjT82a9fff/D7ffvy6igc4ha2adpwqLYAe8C3FVaOuNBGE8TBD1GDMBgjbZBZ2l0eTkXssUoHJ9lbSselvvz4+Msxa0wdaddAKOUpQneHKyLgndBKW+M9NZgxj59OZF9+F/+y4+yd88+XQTXGhfyvOjbphedUD2i6W7VZGkaQDiUCiEmZXV+fowJ3JcdxHx7EB5FGTMB4G9/OHiWtB5yaC/mhMcMYoYRwdIyjIwFxjkPcXDAA8w4cQ62bb/fdr//6u28eJVT0LaN7MRjbxG1UZxgQiiCEQpBKcoocL6sRCPQ415JQKGHw5Qez2OtpTYkjrDR1hiknE4SPMzIprQiYGlg3Ymy6VkUy96ggFQjG+eTnGrjWRJTAgsM6GKwruoBT6CzkxE/Oc7aRl5dL/M8BRHe7/dAqskw3nam65w3JOGxVs5bg0BSHiRz3aunI2OD9vF6X2kVJuOcRVgIEeHQd5qyKIphQAQzf/J0iCH4/odHKQ3lVCmZ5oO7u0dOOGEsjWnM49W6UgYRmvSyJYxUtSQQx5UYpGhY5JCimOHI08NujxjDnG52tbJ2PBpiCLW0SpssinsV9oq4amu11do1TUM5aXpd7puWAETjL//8y+v3H6An0tgoiScEOQuapksIZCnkJE1iLoTTwm7aDtFAUOiVXDcNIylMcNO0eG8YhuOcZBFNB8OyrES7z4vk9GhAnKURWq3vekiqDqlA//Dmp9P56PahfPriOBtw6UQUcwSS1X0zntDVuszo0Bu1mIwD59qkq0ZxyqeDYeiVsyAtSA5NlGnggCeA4vj1+wcjrYV0WYqAUb/Zn5yNVScujo+CV4gT0rbwfJS+faxDxF6cD0rbPK5BtTP7Ovzq5flm/xgXtG315qA++XTeGhlxno7JhKJv1np5aICDkCnjAg/BW3f/uF2tVK/N/ab++adHq5366vt90+oBj3AUjGtefjQZURYj/l//9ON3W/Xrn518/+1V41B+lN/e7777avfs8uTv//PNvvMIe4YRQ2CY4ItF/HJ+/Mc/vk8ANdQMB/EgkJ9dXvzxx/eTs9EsI96pTnmHcCPaWRGbyjtHJCFsp4MWaTpNRxaBNB0Rx+3jh823v1umSXS2SI/G0Wq1UfmIx3xEol25GUxZzlNnA0CUxCwztuz8+lFmyFi3ywpyfVtZ4mzQwzTqHuVonB8No/ZwSEDugUQAUs6jiBlluk5QFmGamrqMGaRx7IEp10tKoQdBVAoirJ0lLHhjbm4r5czp2Tj1wUiZZGlbVgFoTpGU9vbmkXI0mkys81pr4HEAwfngQ9DGTPLk/m47mecBWuuAdb5qm8lssXy4h8a8XAwyBp59fFzXQsouImRchOnFyfL6rt1mZMwqYeqq033PeKp1sBA5iO/u95PRQCu12rdZjWeLAcTWOb87lINBJpV0IUCMMIKAkABCnlNf9puHw+nx3Fg4m+a7Qys6jayfjYsJgIdDledRklNACIl4W0todRwnu4d6Oowhcc64tms5GzHKfQhxnFZdUNa5VtCYF8MU2AAC227rYGKjTJbFVSO3y6qIsuP56Gw+aC1wnbcOyh5b7RZJpIHf2WB1gAhgj6QyBEPgw/H54rd/+gBU/eI0NcEv73fJWW4UePn8/Or6lrJIKEMRIATNZzkEUGrHKEcI2ABGKQMdIARS6FsLXl8d5hM9n0Vt1Q/yxGuLEaxEbxGvOxszhCjI8vjQymFMYQSrg5wOiihlUlScMo5wFGNGmfMwOIdYbBFd75uuNowTS7EQIctSRrBnrNrvrEEXx4PJePj+5j4tYoyQlHKxOGqVOTtbrB52BMHZ0RQGa62KKOmbOs+jx013EJBi1BxaCL0NiBN+ukgJY33fYgxDRtM0ESpYYZLxsO47lgybsj85nj5u6q63eUKOj49jjnZlQ6N031Qns/yzV5frfa2difN0c/XIMB+P0jSOIEeHqgUt75oyiZCjYDSbn5+Ppovh73774+XR6PJsfHe7ev3Vt84TZ7sko7J3PpjFfDob597Bx+1WKBNFFBMgkIWQSunTmKVRttr3q72AwQ4yqrXbHESWcIAkZCLPGM7JftcSSniC0iIrpf/DH+/ePbZpnE/H8W65HY7Sfa/a7eGLj88edm1rhK1aGTEecWfNm9uaMp4W2ASLTJBazrOCBj8YRvtK7ksJgLc2dMr0jXlyMnl6PmuFFq2+W26GWfR4u1XKfPT8SZQQ7wz581//u8fbt4f+p6KI8ji9uWp/ui9BYMeLIWMWUcySwGoYcPT9jyuN4YDh//6L8esfy83ehBQUgwh4JxsQRajI2d3DwVnPEIlHiHHy9tvVYe8zGv3ixWmPd5fz4tlkYHv7//qfv9mIAA1Yb9Xl5VAuu//2n9+Y1qVRZm2Q2kQc+wCUs5MZ+9nHTyj2dVkdj5OLQfSHm11t9Cghb26X3z10lzB1U8W4//C2RmmKkJpPZ3/66hqEwPuwOB+nKTw94avaRUNKoiLHJDr1AznvWzk9K57MFiejUTzIulZ5HyAZQKzLlVntulapYjqUh25MUZaP6q4BMUto3AX55NPzm+/vdvduEg9wB0+Px4SgNEm9Fl57rWzwMEpJApOq7rA1eZFrCwZZdn19JYWxngSnEQAQemAkZVlTd4RA4cLVzS6lhEXUeAQ8CgErH/JBlENet3q1riD0ERtCAJIki1iyWrcpQedns//2+9dHx/OEJrert6dnR3nBNw8PPGLjcZ5KbFznHf7lL8/Xq/X9hw7GJM3Br3/zkhMPAUDQ5TF4eVkATDcPVTYsrNBI67YqKYaceISQEJpBqjH0UAEAIEAQhK4VaRZjDHSnMU/yIv7FLy6KGH24Wbca/+KTk2pXWuc7ISnFxycj5+xys7EObvZqMk5TjjsHKNKz0bRuWopQGlNtJQReG4Mg3h/2EEXWGegpJ7hqyzzn1pMQQF6kTafiGE8nI6O6x23loMxz3hkbXBjlCDGAAFASKQwxA42BvXWcYegBxR6hcPXu9nhIT88KEKI3P11fXi6Mbrbr+tnzkzfvNm3fDrMIEguhpTGDHgKGbAAo+M+e5I87YayrO3z32FXOi53UwU2SzAMLEJQB1R0wkAYPkXLbTb1sJPBolGGexb1xq0risn9+PkuT+G65F9YtRkWWiKrplTMPG7nZ0ySJCGHLddt2ajTM17sW4NiCWFolXGiU7GSoW+dzAxj48PiwGAx7cz/Ok5gybdwgY2eLyWZXFfGUMag39f3N7vR4fH4601avd720oHeyXvfnZ8OydIAPOueF996HWirtQrs9UEyVVJwQFAXOyMPqAILnFEU+qF5Zl2srhTaYMQzD6XzqjNRWPm5bJQHjMADf9co41hvblj0mjBfDydE0IuDt+6sXzxYuOK1Nq1sUsizBnGa6Ua2pB+N8OMiq2+39/SFKECaQEuaV35caY28d8VYxhhFhFEOP/KrWAEGj10meDwfZdDYRqukF6qQzTr96OpsM8rJuWWRTRgZJ9HB702/blMQ/rnst+7/94glP9b6S1iprwfZxMz9NcQwSRCLCvNZ931hvdWtd28/nozRNOiHv3CYgULfdfDYeFtHTi6HsBWasPIjdvrRbhSElb64+/OvbGwsYGbCQpFVpzmZDjoixCqP07DLebLqj2Uyk/oerG8vxs5eznE/f3rznEeqMa1uBUYgxzWdZ2QofUJxyZyGPgrH9dJpUbX0yHRzNEObDacGd9l//sF023d6Ggke7Q/P0LL1QYn1wxtuPXg5NU1+ejiiBN3dbY+Bur69/vP/ZeT6a5NFJvlru9xs5SgCMo7rTldKtbB83nEIVnL96WP9v/7svx17ZlMyO84uz8b4X6y2gAmfT8SSN3/32HUtY6BQEmKXRqODIitj77fV1oANj7On5sbO+YYcnl0Wej5fbtSZoPhq0ovZVRxl9FM30bGJ39TwebKtupdk0owNGYHDK+DQbOVn53vSN7oQgBEZxslyuJ4v5ZDbfr9fIacaxCzZL47oR2loESYQ5GgIlGuPYat1ns2R36LT1eRTVTTee5MG5rm2kBp0MSYwPZQ9ASCJGMaQRPJoOeeyeHA+ws5jC8ckYYs8AoBj5EADSx4uFMpgwvi3bEGic8MeyP3UgLQiwwQXoUJidTPaHRiuXZ8xDzyLEqDfWYM6LlEmtlVIBAQxAoAgogACy1roQmEEhOEKYVFYat5gPvPPPzha//bcPR09+abz1wjVdK4VMYx4cDjBoA7paHU0yC0HVyfG4YEhDQDEm1nlrHQQhiqKyqkAAm11zcTm0SvsQiiwmJGgLvDe7g4SYIgIxlkUetxoZT/oedL2fZoyEUB6Mt5YxlMUggtQK2hsNYYAITqOQQt05Nx5Orh723nVRmn73/erPf3X25oefPAokwtBA5/Ti7ET0rTDeOrBfVxARjAKLKMCdCbAFTnqQxbzgcYSD6JrJsKjqcL/tpKWd7OYFPTkdXS331nNE0aoRqIZZFCfUTieJlbK0oLV6c6vWm/bnLxep1b2xvQ6dcTsjDmVH46GQftWWeV50tYiyhHB0tzzsW6FMQAh1dZMUEUKwEyovxg/rXRpn2/2WwNFmG6pWIIQYIZfHM+S2EIB395s4K1alCMpdnF/+dHV3e7h3mmQJlabXHgYhohQzGlEYipSnCUEYYxxJYZ0NbdvlsxwGOZsPpJVK9TBEy7sSeHV2PGUID4tiuWp0r3GgKSPUUu9JkCYhIKb+zTfvi2G67XYh4PW+EZ2KIjIZT3ohQ+gwDkkxCT2E2BcJfvb0+OFhZ53uOg2BwjTZ1zXADiAOGO2M6bTGyEU8EtpR5p4dT6U294/7Ik+zPCEUbEq12qtOyXwy6Ah6d7MsCC7Gg19/+sJ2YrmqqZWr++1uFn3y5Xnd1P/yu/ejxXA+iSDGwvm+75Jg6+uH+dHYWxu8+/zVk870xvbDQdLrRPQWQ1ILt6/7w/pQZFGckCiLYgQQos4T8vrhljidJJF3tK7EaJwvLsar++3ZydHJM/hvf7hf3uMlWc0GwzTPIPLf/FTffGjNkI+GAGyNUCEgAGMzHQx3W/Wzz87fvHnYa5/RYTagz844o9w7gjAGEje9+e0fr2oD5k9Ob/54Xbfq2RHJptFfLo7/6V9vWkAX06wO9nGr2rJDEB9z9HTE//zLs7jAr3/ahgyIB815dHYyyVN68+GWQbteln0Mfv3FKZ8m8MA+eT7e/3D/2auTbdX8y3c3cR7j3NvIKA9X11VsXd6a5d7uvGZjfsp4IEi1PkoGX3198/TVk8f1sq1FjMnJ89PXH+56hyGjK9EzDEbj4rGsLs+OXClUZwnyMQ2brRhHJDgodP/dT3frnfnf/ccvB2MJgoAIOxf2u0Mvfe7wZr9j3ozyuOxk12hP2H4vICeXZ8OmOggdEsRPZhwGQJDKedQFSzhTVgohI06SJO2sCFghiK11EAFtw27fAAoDwlUnji+GweDDZg8ctBhAH3jEGykGxaBVbZ4y0fX7vXx5eT56Sa7+13XbLSCLfbCHap+meQgEIoaJA1CVndTATIbDquoRoZwHRLnzHkDrAhK9P5ieE4oQTNJkvaoxIXFGx6lzyoeQLNe7ly8v/i//t9O3P9w0bcmjmMYsI3HX9gAAxPih6rJxXPfKOPThoU3TdDzOIuIIBdZ5KRHjIDiXZWnSeqk6FsGMUQxh10kMsA82SxhyiMVwNJ5q7Zqm4zSVWu81qKT+/NV0zIzR/uxsGKVOyCA0bG66GPuE023TX5yMUxrsiFpndoc+KYqPXkxlp29W+/nJbLsXHvqEc8JgK1ScJH1VQwjyJLE2rHYNyPhN7ZTAygTCiZaSRCaJE6fCXti7nW01gigwRqyxgDBMGRBadT7OEgCBsn0c07Kz2JmTWSwltgpYq6t6l8dZ1eq201E+XO/KXgTTlW2vsQ19c0gTtlxuOWOEkN1BFhFPOTienC5Xq8EgBcHtdjtGiQ3245dPb26W27onjGEcVNApsZgDzEl7gAYEAJAG5nfffIjiAhpDqcliQlgsjHOA3D5WnKLZdFRru672g1EmlIQWnc4nEFoEoOw1Z846gyHNEjR4Pi+rvleOcnqomzTG2aAA1s1GOQVAaleJqKpbCELEEfFdHjEyIPtKKwld8GHfaK2GRYIRBlA6q4BPoA9OiyyPXCDz+UT0vTGA4kxo2cpglQ4EWutmk6KrO6Vh2eJVJZ+cDKyRd/erk+MpYxTY2mu/3MjvrmRvQbAsAtrXFTFxVNDTeEg5PIpHBZdAa4pJkdPWGrF3eSOTQYwB0tJop9elnAyjRZE2XR+IN9ohZLUNoutPL0edkTHBdDIiGEKEy+0KD4rZ6XhTdWRwNPqr33x8d3X73XJ/rSCAqL9drh67lTV7Yw4lyOMkizkOcD6k33zYdT16RKhYuNGAFmPmSns2iT95NnO2X2u/rephzFWjXdX/+EY1oyLG4XhEoTHrSu2uDxFPb6ry4ft1QCxiYVnLr24Ol3k0nOJM0dc/rlfrlhKshH06HQwZ+tUXZ+kY366b89NBjJ1bifkoqQ7yOJ3maX1C5EmWW9la2Utjnx5NX399a0qBgmuBGo35h117vMhwZzH0tg2nx0dR0Pe2EtZMZ/E3X78BChSYnZ6OX708OZjaCOuBPxqmH24fRtNief+47/X5bJpxZr1ezOYjRASmBhkW8YvFQurHZFr0h8q78PxiktL+t//6w+wkefXsTDZtwEia5tmLS4RZc9gg7CmKGQo4T7WHnDjr8N1DCUHACDqKV9syjnnXWYhgljMPQXCoaYzo9XSSCaUpCGdHmehl2QoVqFRmnA68DSBAAWyEgLUBhUApDYAAYHBA2lkAcNOoImPjYZ5kNAD+V3928ebd/XWBp6OkOnQIcOcCY4xTr3Uo79ZdzYsn6SArjJUeQIywNK5RkiDLCAEhOO8cQI1QHri+1+8eREDg2eXUOB+se9yshmnBcQhRsq+7bJgiBDjjhLPHbVO3khHc9z0ATBqAAd6VzekkRxAa75V2hHEIkbYyBHt5lHrhl3VtDZpN42EWi04kBTcBOAcJA4d1E0i025Xni4HaNusD+Ol682JOEUGXTyfKtGbjI2wSAhTzwyFuetgKTRHgFGsbnl0e1Z2S0i531f7QfvrRgnJoHFPGc44PVW1tFgJKImxcCL0knP10t+tV8M577xiMWBynUVQ3MkupkERabYJnEGIAAmJfv3303s9n0/WulNImMfIIKAe0keOMd31XpMhY3bSqU1Ej20566Wy7K40i2ijEQ8JBQP74uDDaBBwHGDohvQtboabTIpuOMlGO8pgw1rYNRT5LYwAwIhA4U7eOMYYRdhDSJFsfeo9ZRFE6Gfgkbva1ESrnOIkjF5gW2mlFIc7yeBjxYD1LsoS7rjPGQaXb7QHOxtgBYyF92JXQh1GWaC2yJMJOxCzplRI2IExkb2JOMcNJymzZp57wyUBbBwLAkO7qhkLkfUjyRCsRggfeNEo12lEkUs7quqcEZsXAhU47VFYtRARTYoUR2mJKsxjmw5HoVTD6dJ5DgwIOzvtO9Iv54MPNw/JhNRrkaUxenQ1GGX+91d99OCRe//xp+vmL4Xq3ImnqEdB9f3E+oAgYDwFGJ6fTVdctdxaxEFyZpeR4Mm4OImKhyGBRRElGW9F5HVbVoRNdEkGPXN8L3bnRdLBv5DRNj88Wm0psH0oJAnlzfffj67Lgft/ojTSu8f/hVxf1Y51zXPBsE7bWyLVssyLx24D74JSwNIpNoneNkAQ4ABHolHCyd12ADTyKk08+P/7q9U0t44Jlp9PIAtXL+ux8KrwTGpf7bSAIIa+NdcZ9+5V8z8jzs+Lzl7Or16unr2bIqfPs/MlJ1lbdf/3Du9nREADVEzgcRJPn4yfC72pxdX0HE3gxjl9lcXNAByUaG85HaPl+O01G1a7bqO4oS4NU7660K+xfP3n6Lw8P8XgGCawjEQVy9+3dk0GeTwcpp3kWrdbtTd8OihR0cNXq+0qpzbWD2hutd5CenzAeY+n6vg8AEBgIzzpA6BDe3t0fp6kHCCAccfjRfHK73L42y0kRGytk4CRLdXPgBDJCAICUxYd9ExA8Oh4bF4SybSM6YaQKVgUPAInjXoiYc2h1luCI416ax2VflfJokRJMgg8R4b00HmGAkYeWR1hqjWgEgVdKYmUYJYR6KGHE4t1hdXx82gthAwR1N59GJ8dZEuHH7d52zXw2LqvaB5TnScQwpf7ivACA970EAGEEEIIAAGeR0kB4PRklwXsXIEVUSm0tpBhens7//j/9UKTF5ccpDb7ptZK7QRLl6fBmVRrXnZ0NnUPOBQIBcg5C6h0mESjSaLvuBs/OKXGUEuMEpbxtJICw6TXC4MnlsGo0cEkAdvlYk1M6mxW395ssLdq6qWvUdo5lliXYQCw664DflP7ji6QpW4RQs+uub0thyGySO2uRAfM0ZASJro+ipOtkkiWDPDWy/+h4FkMXpAjBR5QSBJzzxoN+12KErXfFcNB4c1/V2poAgAXQ4lDpfpHynMGN9qvWKWsdAM77RtiI8U7ohKPFqBBaecqcEFHAntCm63POmk7uVPficj7IgvGh1bCqhdDIQUcJNAEEAkLwCIIsT9te9b2Ms6LtOg8B4URL/7Bt9ocfUh4MQJx0HAHpYbdpD82aJ5EPqDdOy56DtO3FZFEU49jWbSONtQF0PSWQRohQGg8G5b4+LZLLo5mSypn+8iivHfju7Xo2nXhvvYI24Karg8cAhjwdU8yt18K6NKI++PF4wBkpLGtErzREDmMU9rumazkInnKken041MM8whFlPGnLdpAlk+PZhw/vAPQ85Ur7/aEhiMW8Dojmg0Fv9t6F3jhtzG65HQ+G2vXAw822XEwHDNlAggfAORNHuBO97ExDYwjtaDzdLddFAbQ3o3HssBuXckzMYpROpimKqAlQdR2NE8DoQZJD01W39xARpFVrggXUY08ptsGUTTmMYgYdsabv2+EgijiNGDdrCR21wZWHntLU53pXt2Wrq1b3QguMy7a03pK+t4/ralxgbwzDlE9BKSuHw2efTA/rajYc960oQLwpm3VpR0lMTQBGOk2n80ExpPutrg5ytuCRhwR4D5Gg8PH9CtH004tsv1/rED+bjHqf/K+/u9rsrFAqJrH31vgwnCWYhPVde7wYVJ3ci75x+iiB53Hc1So0UO2acRTl3qTcxYPsu/cVP+Zvrg7RKMEeGO0ngaUROz3mh7T4x3e7318ffjZd3L1btdoqj/tOjeN4o4RU9vZmqYx6OGyKIjyZj5pVNz1/MSwwANAa15vQeyhB+NnlePNud707dJBYLZ8ejy9HMUtzByFtJMLkcV8xFmESEYauHj6cLIbEENMrRnmSM4SDM+70aAqQ97gHno9ms7oRQRqtHPeg6wQmtBXi6GjujTk6n1opdxtUtTLNh6bpWUJ7JVCwDCUsiThDUkpjqYYm5lAJ+OZ6mxcpivB+uTw9WVghleTOO5ygTqmcJwiZuu4oY9PpyBh/OIiz46NOyt2hJUS5IZmOOUIoisHZ0dhaX9et0khpyziw1tA4Zkp1oovSpO1VcDDAQAl2IUCMIQTaGqM9JrDpqjzNm6qbXxQQtn/766ebXWX0JETsj/+yPz8aqLwdDM3pyZgGwADgSeSC67swHSbaBeco4fh4gupNySk5Oh1t1vuIpV0vAPCdMiZAa2EAJE6g7KokwWIXtvsWcw8gjXjIYuid006PGT005ua+hpYCpFopM47SKe8PdRTw0XD4/fvN8SxPmeecDqPIeFP1jlIPMCqFTiSbjVJAXJQw1YsM4RA045GyqOlV3ysEUYCwkftV2ZctkAYrG4CHACIXfNu0+ZPpslH7RvrgAowRRJjggLD2NkhT4a4VkvD4bJKdDKOqExxHlFCCUVFEwgBlfa9dqy0A2HpgIcIYIwKpxzAECAwB1luKCGu6xmoPEPAOYAABtFHEKCF95wTQH310eX27NNYrQKpaAQCtsRAC1UmrVN0DSnCACBPkg2NAc0ichhhb2TbWGs9j5dWLZwOgMXZKdjAmvj5sh5Oi67tq05yeznb7XVM3zy7gsEibprm7qp88OYLDdLPbj4fZdJqL3j42NomyUcxVJ+pdkySMWlA1EkDsPCKUDgdkGDMCQ1dtpqNcCNVUFkO4GLHFYhCMrVuttOkBfrhf51k+G8DBIgNBEIYciuv1oS/hKM6VUb0GwFEtIIKOx2q12is7v77bDdN8faiDcw7AVgWW8ecXYwyUtPrHmxW0KIl916vG+3ff3fzyy0/2V0tk5WhSlA970jbDPCs40wyVvadEjxYjhJGzAQUMLeoRRknGuPXG3t5t+j4AFjsIHLbIOWNcp/aDOAIOkt3eAoZK4eOIGSmF1jkPf/ab6aDwm1u427ScI0Jwu1MYw6prP3s+fTEb/v7uvu89pmG6oAnF7aF1hg3yvOy07CDF7PysePfuatfry0uKiVeyl62HgcQ5BNpLaY+P4yhzuoNffrbIjob77e6wa59ezk/P86cz+qd/vFVoEM/Yf/iz6YSFD9++Gw0H25n5w03DIzpbYB6isgvAhtMnJ3K7rDftYV2VnR8845cXc9C1bzcbmqSuCs8XY2F1iclHp7OHQ306OWveVafRTGvRWgcC6Fq3k+bH693w2SCKYBRhedDPnswzOHLaWk9ufrxzPDpJ01cXKfR2v69onFmGGAWmAYNxpBE87NteGA/8eJTrpg7WI8Ir0VGHaqsoRHkecw5krxihlJLg/aHsLUUxghggTol3YjRhyjio0KAYTMd5U7ZCGqXN7mA0ghezIQiwbGoh2cN6z3gSR4kDOGYIYA0oFp1GXmEInIU0YkIaHvEs81UpNmU9mY1B8ONRHjzUGkbpgBplNLAeB61dsD44IZU2ADumZD2YEsLp/V2lHOCRJ5hr7bwDAmjrHA6eEdb3XTYiDoGucpenozQH26ZN01g0ZTtMIqrmJBvkke577yiECKDAaNyBzjgbx9y6wJD6m9+crx4ehMgjTjizIGhjYd0oIT3nsdDGWAMwSWLOj6NdWcs+Fb0zmUljum97gJCQxgUsQ5gNMYuK62V9dVP//KOB1gbHJDb+4nQAHYgZCVhRgloBKktE28+GKdDi/DSHUGkDhdARo/NpUVWlBwCEYLQdZFHCoBCml2Ic0aqznSfedDHDBCCK8NFkuKkr7dAg5piCzcFHPLLBQuAYCt6DTgfOI+iBMcYCmKUsgBA8SmOSJLCseh/AbDA4lHI4yqpWHKTV2kPAMPAY+jyPi4RJA6GxVmlMqHbaWo0xQwSHEBCCiGCl6U/vdy4wCBBAENEghAzGc0pUrygh2gZrTURpFHHgEfH6yYznUdg27vc/LkvttCeF74v/+Or5s7EUylW741l693Doyor4YDrZVvvZNDNKdHVLrBpGLF2ktt3sxEF7qKVYPiwbF/3x3e7Qqo/Ph7/49NJRUgkzKbL5LKraKo45giGmbnE06DpFGtT3YnIy6ztZ1l0UR32vjqfFcJT+t395M5hM55MsWBNx7AE6lCbjHGP9i59f/vRmOSx4lgC16iAgRtmY24iT21v19ur9xdOnb9/ffPmLF5Vq207vDnURsZMZTaO0Lw/AE6VtOst3y04GVNX+zY+vR4v5w2bvBBol5OP5RGkVIYIivNoLJerLJ5Mkjb79sPnhsQHG3GzbxIOn56NAYBRFaYyX2w6zRMl+mBQ4IaN0QBDu6xrN5/nRiF+O4gyZT57lz44LDFwxJ8tNfXvbSmMpQTe3WxrzT44mEaEO8bKVECbW+OWhvymriMfBEo+RtIhadDyJP36RrO/uXYCfPIk//2i8mCWL8aitukb2dS0gCb/+9eLznx1TiboODOYp1urF0VHsUKvd3//buz/d1vGYl3XjE/oPP9w8NCEQfL9pl0LvhTk6H5cHtdR2pwQZ5hL6xgON8NEo/ne/OYdYPzx0PkDMQW+NMKGq7dOPT6+6erupR3GyXdbVvtdGK+B713hgooTFGFRNXUyjZiMe7jeT0YhxkufJxWKGehVrP6FR3whtEeMoyTLIyXK7YRTmcRwoTgZFklDvQF3Lzb52DkdxrARgmCtZJjHPcto0dSeUA+TduzXmWZKxIsFVKdfbJmCYJHGeJyziWcxtsDxND2VrnI04zDManK733fNnJwTBcZESYL3ylLKuV1JZiCJEKKcUE0Yody4ob3FEmqYV2pEIJhmZjQvgZF21ymIakWBt1/YIYULwZJhFGALrMQbAB2BDCGAwSuvSrrd11eqmcwYiaQyBCABUdwoizBgrigSEoJQ3HsQF751kMRetELU4O83rqiJRwrNEadP1WlrbSXMoO2u9cgFDQiCwUsaUOwgnswwAqLVWxgBCrIPOg4CgC1absN3LTjofYJ7z4+N8No5kK3cHBxOWZymD1Hh/V4p1rXmEPzlNPjod36xriLmQWmtHMJiN4zwJx/Nh2baSxe+X7f1BbGulO3ExS2cDwhBmCBKAGAbOW218xDABZphzhHwUJ0WeDVN6PM0xDNa6ALwBDiEwH0UxR1f37a6Whngccw+M9Sp4hxCKOMmSCCKkXQgYCOWWu64z1AE1meYI+Ju7HQBsluXzYQy9QBAB4EPAxgJtrPU+iVme522vIYQBBOexhwhDgiFijFHClIL73lXa+YCF0sYZFnGpjRQSO5/GccR5nsWcI8YC53A2jobUT2P05DhJMpik4WjKoJeznBDfi1bcfLhWSrgAo4gjbzhBWRIp0fGYQuu06lkUMx7hADgOhLoo4XHClbG3q27bhaqtEPYB4M2u+eHd9b/84e0//+7DD2/vhFRXH7YfrvcQYeDsZnO4Wz4GEoyFP3z7bjIphOi2+64XoRVGB7hYjDdVuW166x1EPJ+MNKCr0j+uyq7r943+7Z+uIKCzjBYJJhgY7ZrGnx5PqQ+r6+W+bN89rntOGqsQQFiZT5/Mc072m3qSpKfH8br1373eOYen0yRA9qcP9+/W+l++Wikl53PuiFvu6gEhJ5OYDOP/9z9c/eOflu+W3R9+2l3v9WI6/ssvX338/PLoZB4Ph9FgPFlMUQSGo5HHaFO1UqGA0YtXlwTF6LOjUWHhqiM4ReBg83ny9rtWqFB3en401G0ZMwwQWW9rrcJ3b7b0cuB72XsICZ4cT5e7g1MASBHR+Mn5lFG5vD+MGUun/JcfjQ+P4oeVM6V89Xyx60VT6tPJ4Dxn6/Xh2fxEtUtYSiH8PfAMU1a1mYXdUn/xyQWz6rsP673T/+X1T8/j+M1D+VMloyHurZiCfH0jN71sbu933+9TGvZefPFn57/7+pEF87enBRlyOBre3rSy8wa697eP54Ns+66MPuXXu34+jkolhwOc8+Jh1SYxfjpLm48WGcK0NvOzLBBU7eVgTpvOjgZjKy3AgY6Ttx/uqr2MB8nqUPI0zOZ5xJl2pG6rUc76Qyl7mxWRVj5OuHHlIM8T4VXT0jzlPNPaJDEfjxIM3OFQYhKtHjazATdajoqBD6Ha15QQzij0IY1SHoW+r63BWcHPzqZ93ccx6iQsO3l0PEQIsCh2tOuUiAOiKQzOl2VNKSQx01oBZwPGNjihJKIcAkCQWz0sL44+IsxSFDCE1lpAw2Sas4gZo0aDrK47zrFxcLVuLUJFEa23YreBURoWg2gASdNYraQIjlGWFoXXsq1bH7xRcFKko9wbbY5GKUXicbk7mg6QD73WEcdC2CxlgNiytR7TNE1SioT096v9xy9OIPdl1dcKFMUQY0MIAiQgb4FBwWIHA+GsFno4jDG2n7xarHfN6qGhDA8m0b7uVqWsNdju+lkRU64ZJVWlRhkUveYJB94Ait7ct69Xhu331kcYWxbUi4vhYhL1FusA85zJ3koBjKlc8EJJCFxKgGNUWaONCZRsylJ7iyEIEOIQKGONNNu6DzwJGmxKWfUWx8Q7CwINBgCEAAHOuwAQBiyhGKDQ1iJjuO/60biAMduuD0XGDnVN8+Rxf9DW+4C9BwEFa3WjgnAWQwx6Zb1lCNsApfMBw95pjrj33hmAKUXBQwgQREoIYA0JHlEEKcSMgOC9B94BhvwkwcOEIKRgMNAzBEMaQWfFCFIWW8gg5/CH71dpmmQ5RYAhUGPiopiBstl1qCcQ+7iu68X5MAAvpNEaei+rzr1bibo7PD2LoQGyES7ibVVHCPUQvXvzGCPtAXj95iGo/vJsIHvTaXX/ePf82XyBRtd3D52SAcAipm0ngdYsjXLlV5ttMUqARVrjqBjasgYg2x/Ms7OjzWb34bZOC86YIwkmKLfeIuj+6jfP+657ZvNdq1dvHvtKZCyBkV2tiTGec4qQJ3F+++FeqtD3Zr+vnj89i4NlOLk6rFZ79eGhJ1F8NuARh9hG+33nhvlvf1xnRdw0RqoQOpVyODIDiGFZtbd3OxJnrRDIm2mRDvMCh/D4WN5c70g2SiwSb+/kbQdiBnPqa9UPB+x4MXJ6t0h8J2gDFABQegKAZtglsySn7rfvtqPjuKnbrnbNXg9H2WBEe2i++3E5GfGXi0nbNo8b0JagBIYyND6KpyAqkmh3v9c7+/F4HCMyeja+OBp8dbf58WY/YPiX58OT40w7cv/+4SiBqQf9+nBguMUqguTFNNtF8iwv5inNBAy9jjF6uhhj5H0JwqbJpeEpn83jf7t7HC2mf/XFxfKx/Ob1qiLw+HI8/fXRrnbXG50/y6v7A9BYk/inn5a//ovP951YNW6eD6vDQzzi5a7Xiqk0fv3DzZ/95tVgPFpv9pXWAfieQMgwzHiAZrP2j7589uz0ycUFd31M0mGtO9mgGBqDhuNhhMN8cb5eL3uljA2UkjjGR4ukFjLhcd06I216Ok1z0nR9kSfz8QBjZPa7CBslDYqT46Pj6+tdFlFOwr4UBAUhoBLgdJFKpYbTSbXTBCTpYKD0QQvBKRNWZ+lA9nLAmXFQqkAwOxzaYphNJjGn9OH+cTQaWGMAYTSKjDUIQ4JDHGchuOPFuBMNcTRmTSUlZdF4xO8eGuvogOJinEGA2k5q7TfbilA8zDiGtG87rXvOyGBAELYxS5wB+84HGKRSIeBOqKqxTz56un68GowGd/cVw+Czlydv39wcz2damywmk+l4vW3qWjJEjcUOBo4pJsQho324We1jFsUJI8EzAvOMlhXQ1gGktQmd9IyymGPp3HojE4Ih9jyKnJX7Q5sU0e2y+fpNJwCTsmN86ICLKUyz+P19eb3qzqYjQn0vFDCOxzBOk33ZR4ymnBBMDpUQUjkEO40dBD44ECAASFkjNdAWA2wIwcADpQwjHgMOIIDIEoSRh4xQ74GWfTIfB+dOpzkj8Lt3t5XWjBeHhtSqd9A7gKQlzhvOaFk2ScRjSoEHVgeLAqWIYm6tD9pSBKVxwQLtDSGkaTttXZFGAYKgHGcEo4ADQBRpZ4EBIADng1c2SiCJoLJyNkwTBm1wwJumFd4H1dQni2xXdp0wSndG+0544AlAoOtNwuloSB4rq43j2EUJQxACgFSnp/NF1ffV5uBCkNZu94JgPh/HGMgQEmEEQlw7mw+KIBUMB4ZAxpDtnNWdUejm9qFR/nYvpQnYdbpr//zLF522MriEwUmeQEYs8NS7MefpbCy1UUqNB/Hl8Ukj7L7zt+uWEkiRCw4YY7opXkyjOfWzaXpoi93jVglLMNzvW0CiNtDXq75d1XvhfQBKdMM0aas2LtLWBYahEB1ms8O27aiE+aDpFKZsU9X5eOqc9shJ3SMyXu9UWR+SGMac5AxaJ+dJzCDLIzwtYoscTSfNriPzKZoVWXVtbFvNX45MqYQli+MJ6fTlYugVeF1WtdAQaqVAnlCG/bo6/O3Ly0Ov0nnSHrphQuMxT+eDq8dquRE0G1XeXDXC1egf1hsA7eevFtVBnCB8nDGOMUek72o0SaOEnqTc695oPafgi7PRWQ6Ic/uDqBkax8UotT+bD7+p60OQz/NjDfqE27u75kF5KfWff3Y5ZO76ptYhPH0yGUaeXQaJ0U/3q9W+kp7Mn+T5lP158WJbrfalfPnZuTLbpmt7mw2Y8wL2sBkkrDzsb+5LR1Bnyz6i+lYDFUDqNvvOYPz19arb7610W+svzsfraud2nTb67CwfTtLvf1x32r98PmPUDQf5iAnSgOEw+f67+8vRvK8ON3I7m49x1SXeSwuU9jCAJKZGibaWRRxXTa+0z7Ks8x5gjAMcjycJxdbastHloQtWvnq62LWKJWm93Ox3zelsGELHh/Gu3iOBSFYURxfXPx0wIC7oKOFd3XvtiHNxnkXBQQq9T0BwDFPkgTZBKMMwrJs2TuNOKIIohhgBIFUfUZomw6pqTk8G5q7uOpAOouMTuNk0wBOlLIlwimPS204FacP9rhumURRR6/3DrnWoyOOYcDAYURZn221JcKSlFdqwqPjup9vdrs0SOirSJIkWZ2cPDyvd2ACxhVCIPs3TttWdkg4E7QIKwWgJggYeyi5YqWOO+CgKFlrnkgS0Cmjt0jgOdo+8Snm2O7SEkChCVd0XEY1i2kq9Wlan89n5Wj2WBrFs34veOo/Qd9ebVvhA89vtYVDMgUc8RgjB/V7WUjMKTEZCEA5iiJlxoJVGGucC0A5o71gcO2WDBcE4PmCBIO8iAn0SR20vtA2YYs4opl5JNcjzaZ4sl+1eodXNvhYMGI3BJo5SF7xxzgentVVCRSPOEHEuWAQCCAgAhjEGSBnTdIJgDKAnjHmLpFQBKOu80h2nmFDqfYAUEkIAQNp7BAlw0AdgjI0p1lrtymbEAwp4lKeHpu+Uvrnvm6p78fw4SZnxvi7V06cZ8EZ0XrlGB7x/rC+Oh8dHww/L+4Qx75WgoFSKUQIwPRz20mMPaQJFNI5v7hocqckwKuJEO3Do1dGEA0tev7913k/ylECwL9s0zzMcdn1bbUwUEwJAU8lBlgqHrpaH6WSiVbkYF4tJ8frtvey2T54d9cZ00ozGw+m4AMAIJaKITJFv6uCtTrOsEc5j+uG+OZRkNk08NNe3u7PFBHBhrdl0QMgaQcwhIgZOs/zy89nio3yyWOx24o9v7rqu/PkvzjIEP6x2R9PpdtepTS9ad3Y8EVUo6xrz1NqAA3636caNOjlJFUWY4dOj0WxU3Nwv4zQFCHUQ7PYdH6QmCWTEIYP8xavhdJa+fr2hhOanUddIFphQZrut55PBxxGSQDetbq3HEeuM+263zBfJ/mCmWXK2iFGK3vx4uL3vkiy2SrfGNjHjADqEJyOyXh6W254fTT47KwbAFCfxQ0U/rGVHxfnUEcsbo/7dZ8cDEHTfiUCenp90RkoM53mhiCJNM8oLr/2y8zsHBkyOMIw5uL1ft2nMUnw8SHdK0OMRkgbr8Lhvzk5O5hlH2FlloLaiM+NxtHmznxTJX//sSGCXTHKz61mURgW5etw4wBAA/+0f3ikR/o9//jnqukqaccaohtq0w4K3QA8Dsr16enLUGjljY+NVs91+fDb86s0SxwCAiqL8OGdRFO9KPZkMUsZ4nl3fPWLgo4TpoKXSFvKuU8dH2TDj1aF3HDljWxeUbOKI+WHuvS0yhmkMcIhNrzpRpHkxKmxkMAyPnfn0o3OpShCnbege94dnbFLW9+pDd1jvKDLDaUwo8J2uhcUkMV0XMaatdwAa6zmHRUQ9pfcPy48/OjdCi0YA7JVxlDAbdJzmHkDofMSpMp7R/39ce6vt6iA/eh4PYq8Q1rLjHAeIRKU6oWUfjhcRDN44+LBuijSOuS8yEqFkX7Zx4k1whMVdJ+KUO2ulsC8+vui7drvdMk5AraQNBc+aQxuorTqdp1RDLWuZ5rFxpJV2PCwKjrpamE6EHMVpbk2wEHdtDzEeD+F8GN3uzbtNmWZZ3es4Sja1PFlMgtdFRgihVos8o8IHaVDwLriggXv92BDKB9zMsxh4oIFP49T0SmobHGikgj5QRjyEEJBl2ZadDxYj4CgF1sB93XGMU07Pzy4e9wcIEPAWk8hC5CGiGDrne+1xCACiXtlGI4fph+tDp7U2FiI7mwydNw56F7yWAWqXx1EcZ1Wv+66lWQQJts4jj7Q0znuGsXcBEAwCVFqDABEOMUdShKquB8UgIixYBxjR2pWNcMAN85QTHHNc5CQGgDiX8oTR4IGBiBjpNxsxLpJeSr1rT0+mm4eNN9JY3OtgIOykQwgZqzhPgnVS+xAkQVGJDEVWSZswRgnMkTk/zpJBWpViJazaNV1vCMMRS4J2RRqREE5mqVVs37VlA2Je10o6mu73zfMn81EeOECUo1q5q5t9kkRtKykIn3x0XnB2dbfqhdFamLpLFhOWJrqvhdBShIvLifKurp22Lsu5kmqUDZq2W+1klpDpZLpruwCwU8EFFBEWE9b01kDP59lByP3Vgb2vlATQ+Ryx+nE3fXa2seT2vrIeFiB7/mS43pQvnwzWG7wqbUYxhswCm8YMGOMBf3u/eXE6g12fT0fvH+p9r2XvI5aKhzWkjijtd6vdj+8O81Hx0dm0U65HxvhQN0Ir40mYT+PP5sPOVI3oD7393dd7kCV1ZvePAnT+1a+GRYZ//83q/qCcojzGAMMEUYqRgyGE8HQ+qsr9tvXFVmyONUgRyfJus3u97OUkTIaL5evl00+OnXYxj6cxUUJC1VIAEE5rjP/r1+9bRpIi3PT7pjOnk/RXz2eoaSOLIxb2h2i92+dFpCk2id8TpyHWFAMNlXI/LG/n87ks9wGE+YhvHoXx9MnpqTSmBeXOtuXjPi5QOs8TTOpNd/fg+Igb4gcZc9i9frccT4dPJjzGUA+140nfm7tqmRTZJE6DxE1AJ4siS8Hto0gzfrfdRoNx/XhIABlxbi3Nc/r5qxMUx++XS0rQyXy8vC8JIw4ChPmzp6eHutmVUjuDMZBSgoYkEZ0MM6dVmmVZHl+9vxkP0l7p0WQkl9Ugo4spXG5D6VSUJ9GhhryfLLIoAh11yTDpjaEWphmnGvS99SEEbIxWhGAAELdEAMRRmA1SGFxcpL5VwCkphXIgzZJG2cE4erhbTccjQnBRxG1nbUDQBY58Z/QwY8AFznjXddohTEEMeduosoEZJ5Qgadyu7ggMVYM54U0rPeaMxb3olbZStYNByhmSss5i2pbbQZKFIdzVh/22BSy23ndtR0ghpeM8Fjr0xmAeaedNcPOjPKGEYN91DUC47xRBmFF2qBocUwP9w8GHso9jspfeuLA8tIscBuijonh/27xfKkuJloZTHrB2LkCLvXcWO4jjsusYQQ/rJmIYUZAgjozM0xQwsjq0nSMH4Z33AYQQAAyQYuJgUM4HGD6sNq003vmI0ojQtu+NNoAxBIGzMobUBNABL242KcUUQ4qACY5RapT03gUEcYAsWEcAwLAsDxj4QV4Qgo1R3lvksFRGKJVEnCBktaGYJIx5ZwlHAQICnDG+a1uS5ggRbY02FnoVMwyQlSEg7RODRuPM1LuDFxTlyrgojhvVrbaHLM8Ic7IH3UE8fzYYDoff/7RUkFvMt1U1TGPvQd+2RR4dOnE0yQHCq113Nh3FEYwIxMT7IR0klFD5xdPBt3f9RqiDAECaLA4p4k+P8mpXz0bF23drGhMWR8q4jMbZKJ1mWEi/XFZH4wHjuNG2s2FbGoyBVOrxYTufRp99ev7mwyOF8OJ0wIl5vH/kFMRp1Il+uTwg5CgHnfJCu4gzZWyUJH3b9b3nUdK2xlh3cjraPuxolEvnfIAh4OrQqEpCgCVFEiBlFNJ+MV5U22o8HiNMtLNKkd2mLKJ0Xe03q34yGzip44juS9lbqDufRASx7MNjtYqQRXS7EgSTshaDnORF3MmaRDl7/d3qfBJbpY+fH/14dahb6QLf7jqEGMWsbLp3TkQZSSajyymeRIWC7o9/up9nw1/9etbL8v3rDTDkZMjP5mBYDP74veSYml5YjhEExpo55mdIBm8fK6sqWx6q+946j30F377eZgTvJBTrevK0WMxHZzl88/aeYf7u6qHLM5HGMdfpwHUKzWk64Ynca1mB6fHo/DL78f/zrc/Y76+qpe2+nNHXDweE8BSSfreNXdFt1dePD4Tgj3853xzqXutiQL798bDV0W9ezoDbH5+NK93dH+pZOvrkk1dRenu/l999fzvK2DhPEsqRNuutfHV+ojpxqA7vN6UMaI7C4LhwPfYt2R/6o3FarXUeJTuwt8ZgHEYp/uh07qxR0HOCVsslxyiJ4/22S+LkUB+UjN4tV8dH46bpjbGEoDjmWRrbENKYA6AxcpS4XVlJ6HHkRdt5wsu2evnxObTSLxadFBrY54upB5DG0e3VNSx4a5TrPQMMpQTToJwULiiLCaJKOyF666AQYTEvhkVhnb+52zCeY4LiJOKEKqOjBN/dLyOWSKmM0yGAADyhCAJ4thgfdtUknSNtGad9gEZqjCLdyWGey15G0KeMZBlt2gZAbAxs64pHtK4bgADCGCJEADMSatnPJ5xGFAOgWoVxmIyLzabvXQAIjycDITSGKATb9VZ7TPD/j6X/aNY0y7Izsb2PfOUnr/TrKjxURqSsqqwqoBvNtjYjJjTSjEP+QI44omHStDYYDI0yAKWAzEoRmREe7h7ufvWnv1cetTcHgb9wButstZ5ljs1gZDarEiIrqUAKH4GYJnVOKe0drrZHJhNBAEYfISXVu7g5pMPen59PNMc+wH5I0bNFrgrrOkcMQiol2IVw/dA/PZ2eTmXnXRQ6df2Ti7PB+SbB9rHpIm6GDkFJBQJIjCMzK5QoceRIife7vdLaKikopOCUkCRjCl5aLYzwRIkxAYOQ2pgQ3Gw60XYI0SspERAYCBhzGX2gFJWUWigC4XwEKY2RgmNhEEFmRjADs0IpiZNUKFGHlLS0WkkfglQolGJBJlNGlwzkEviQCkQViZybVlmVy8fH1a4pzs9wenLe9+9zxcVi6lqPiZ4/efH4sJ3W8//++m43Uma1gCCUkoKyTMs+HZphsqjKuuqH7nxZet+hUgnF9eMoBBZV9vUr/e766KLqo9+Pw9vk8tJqlz4+7syiJFYPx2Oh9aunp017FEqUZVYY0w3uOPDqwFqJfrh5fl58ejnn6OvJYnM4jP3oXZzVMybwg/e9ZOm8TwINULSSFoW62bXrLgQfp1VemGJwLlJ3tqg3m3ZoeqOVT0OIRCisNFVRehZj4MPQ9hFMZueZZnJn54vr221C23snLe8TVVmav7Du4zBy8mhcl5j1YQTDOmMMPoQhuqQChOOhe365TJXtnE+NL4pc7W4PWZ7/9NXJ27vm/UP78XZ3+XS6XR/Xm4AqPX1SL06zK6u3XfrH3z2EFJ9cTQypv/31l25o26Z5OKZdm3+43758sQjgsgJmJbRjOjmd3/etAuwTEOP/9LPLj5vm9c3q4rIcBY+B6syeVvD8ark/NPd3m2dF9sP39z+M8eq8ODQ+FvrtLn64vvnZrz47rm6Hjdz8cDh/svzj9f1bJQyrWePu19VNGzMBD21/9tPTP/5ptd+kUsW//Px8plKVm4tMf/NmlWSV6XKQRx/F7U52jLfv738H+td/8VkahlnIJ/vO77vdfi2k+8uvCjHg6hDuN221LCjPtofju9029GMrYm/T939qt6UYhh/Op5WkqLTirJo/QVHCS32+2rbL6WQ5yY7Hg48BLCsws8UiE7Br3Yebw5efPvt8ma2ODhT3bmyayFpZbbTAMPQRYARYraPvh+ksPR7alFVOSKPgww+PF1+f7g8dJLU6dLrARML5UF/OxzQ8uZhtHprj1pPQUY4AJIXsQxoYfQrgAyQcfZoq1NIcjmNMYVpmQOaHj6uTq/p8bg67ndXToXMYgYHGGKVWISREEWPQVtqCIJlmv6u0FNrUheoGH8hbwZkKIP1sfv643r28Ol0oDDEw4rzOhcRj0w6Bm8M4rfJZrWIIJqu6Pg1D/+R8US9sc79R1p5emIf75mF7LKfTqrAcUx8jaGkBXXKY6b7zvpITi8ZIqYTfO2s0ASFSYiSyCtnLFCIKIUJyT0/KlOjtw0FW+cQ7ToQiQFJFoepCPB6YUQYIP+p+YtMPlC2NzdP1/e75YnocxYOH5mOTSLvkhGYjkEikRIBCCmDgQImYjJQqsyAQmEMC8FFJNBKFAo1MKJ1giWJmlEIR/BCBh3awmVFaKyE9OwHIPkoljBLMiCwEKh8CUyCGSVmJlPpx1NIgqpQCM0VihsSIFD0ICRIAUBuDWgZOGhX+D/OY98QKhc3N5cLkmrQUz58v7+/i9x82XefLulzO8uVERJeqWukMru/2IGV9VvXfP7RDlEh3zWHbkzH86tkScVgdhvXmcLWYUkhCKK0yThzCiFIzwu4wBhJPTyYmF00fV/v8semv748vLqs3tw3Y4m51yIR8dl6+WR2IIfXx6UX2/HKaQhSSx2Y/KyaHbv/x3VhRWH656PvxcOh3+1EI2TqQGS9Pqg/vV9Pp1EyoH7wfQoxRG3l2Uqa1vzmOIfWFlhK1QN2PXZ5rqSWjCmOrTdGhuF/vpjGeVrkANFmdJ+ra3rDUzDK4ZS4C+0xCksZWod317Z25PK/+9P4YHQCyQs2Sk/Otk+NArgm5UMm5YlIFBbbKwtHVVuZaKG3ocpL/+fX2/a6vc/38RemGrtm56EWmxe3D/nx6Vsejb7Db9adPl+9f77MK91UbWhYRA/P2MExKezwcfNJ+bFnIKLgXkSOIPEys3G6PdwhyHFXExy7EA59kdhX8u/2o73XoGzb6ydNFutmpqlpelJAP//SHG85s9Ph3//DuZ5/Wv746+duL5e9Xx7uNfXKmJwQvTk8Oh81iZsnwF09PDzIaPSGfLk5rMZIstJWaTXzyZLHq4m/++e3lMztfFt+8fhgYP3sxFXR4uOVPz05O5rOh/3BxMV9U2c5OKsP+6J5VqsL07vv7xU+eZYXugo/aHIfhsOpih9vkB9f+ob/9y189rRk+7LqELfl0clIdN8P5ojJKp3ZEjjKAJ+i0LCY2NQ6s/MP12mTK9f1JpVCYJxeL1+/X3RAvTlQinVfF/dYfmv50nj80e1MUhr1Lxarh3/zu9qsCcAjFZIoTe9g9fjgcNZgK+qu6ki2WqsBKrfZ9MSuSFHebZqCoMiy0HToiAJ/EriGuMKMImDKj60WZjVspA1NWlbUP/mSxyOXR+eAipyRciIjgvU+QXILK5lojSWItMWKRaZek1orJz+eZd33bDx8fdtO6kCARoEsupFBnRWaFQRfC6IMEYtcPCLky1HT9clEzyN1uzOuCFCwW8/2usYsCLLohGaVtpnwUo2OKyqjcZMhKDJFciCnC4NwY/TCCNjL5oKRgEC4E50AKEeN4sZhiTMKaSUHzIgusZrlc7RoQwkgNFH0ixaCEiOwaEH/+sEPCm6Pj3g8JWGgElFIJYCIiZuKYgAGFVQpJJnY++DzTxByJJYDEhCCUMlIyEwGjEUYJkIjESQgUiTONUkKMFFnEiABJCGZiTiIlloKjpIBMABRTiEFLIZWKgQgQhJTEAiChRAatNUFKBMEnSlSVZUgpuqCETAmA2AALjZziYlIStZlWk9pm+uKw643N7u8en10tJlMLUYQQdCk+bDoXIonW9TGG2Pa8PKm7IbR7ybS7Op89kUoKmhaia+WxGU9PJ9vt0WYWRMqLMh28b4fJLAvEgHE+y6tccxjHbkRQXZu0sDE4n/Ddh/0QdSHjrMxOFtVuvy3K7K9/+aTfdeeL2eOq07p+eOwibkaXysIMiXZHlyJnGZxfzO8fG1Q4m060oL4LKeL2sW16ykR8sly+f9xoq0V0dW67IYz7riiMxGKMuHXDyLqMUubZvmkTEmdYz+tmM9bKdGPMiiL2fZ6p1vnCUD7Lm/347Kvz2+3Yju7ZRXG9CwgCyHetp6iN1nmREWgfo4uorFCFAEWBWV3f+FOj/RDQCaiUGySmqmv63nupciHUh3ePv/xfnngb5kfR7nYvn53u+uM33+1T1FIgQsqNmZfw+SfzP/7xcRwMCVvW4Pvx1VWmo3ySZRd1uSuEgMrFcfpy8f3xRuRV9Luwx/FMvjgrD0dfjX0n8ONq/+3q8Hg4PL84XTUdULTGMGTZZfH69d3+0P/sxfzZTA8j/eHh4fJJvZzRdmCZmea2Wz023oW2TXh6db9rr3sNUm66oMREmHGz6ydXWW4kRPF0Lt226Te6Nf3xdnWMSc0zK8nHMTgxmVVhGK9OJ6UpQ98qBWMU0YjBpfNy4crjzg1lUV1dWC3E/Xo9ZnWZJ/DaE3396bPtsA/AV9OT6G1RVP/lt99f93dffnl13Kx3QK/ftED05eVMT6uiyue1/e7t7dnJ2Yur+bdvbt1+gCS63hMqg6idHzbxj92htGo+L/d3HdrkM11LrUS8PCv6x+F5tTSJgk/eUxdGVrDp2wjC5rjQZfCRktSZPXQjOfF2vSozfHJeZucTF+F+tzo5u2w3R1PZw7D7uDqK1fj0tDxZlk0/tA4AMTKgUMgJArW+T2UJDIPz1mqfZEwMkBjFGNFaNZ9Vo0/rfY/As9ImSllufYiRQGmJKIXkzCpK7EZfTqbSqsOmuVzMbu7v96sDgjRSOx/HRP0YWKq2HyObLNN1Lb2nwftjL8d9QJQpCgBhMyEjghK3mz0wMmpml2kB0aHI2n58ellZ8FWRTUtYPhxuDuOmEy4BAMYYEUGwIEAS0Ab8l+9XYzJVbjyxHyCSVDoBshASiFOKPsXEUSJIFkxRSKkSgBFSSkikpBTEWuiBuXE+U6rQGhjJO51pK21IBExWCR98cj7GSOSIwBiFUhJwTCGkJFgIJCAmRyjRuxAFMjMAIAAigxZKGsEAxBBAC2QUXd/O6lIJGsdRKAmAQkvNUnDSglNwiaCuq3a/26zbqjSfvXriulHRtA9RAASGpPS6d3ergSNPpziv1XJiMWWRfDYxm326v98vpuV8ypmCUpDR1XbfNd3YjzFRIha7bUcgyyoDSS5S5wJQzJW2JptNLAjoRwyetRK7w1ZLs2p6lavNrlnOKiEnj+u+rllZURemmmV+6LYdx7WbzuzyrHx/s79bHWg5nwuhVZwt9N1DHPv1q1fn7Rj2I+97tgLrWY1KKmtCCsu6QooMbAwaq0IAAKiywso0ot9zciCklBEhMpCRR0+bgz9d5pxkXhZJ8GxiNhvek1z96fuqrmJHeTW3/UZZbbN5HxtUUEpjrBpatgJL4XoPx24MmjxFFQYpcwWkXNtffZqvr1sl8t57Zuw7p5VWMxW075hPTya9Sm+uV493LITMNAFxiKkZQeTZ3SruG2bVi0y7Tr74ZPZXf3Hx7rf3d9vh158um+8//KmFyohvfvf60Kvg2yT46hNrKl4fxi+fXTxfVrxQPtx8XB+//uT5n958+MUny5dn5R/3/u5x+MfXq6WQc7Cmp7er3XcPhw3qyVHK0I/H5nwxO1nOZLG9Hfxitvi43fn9IK0tJtlx6I/tcV4Ws2l+bJtCCyOkYqHz/Pe3/ulPLgyv3Oq6Pn12t/44tQioQ6Y2qHtMxakpBv3xZrWLfPlUX1krAJfP59shHNtBC1FW1aFtvafdrlWi5FKremsUZXkRvE8hAqSTebUa2o8f7r9/c0wkOVKVF69ezi/ndrmcur4/PS2LnL3387P53XpHBHmpN+tdRGOs713Y3a/+6i++zCa0mNvpVf36/Uck8/zpOSfadts5miGMdTnpRIeZPKzWVsmSOLOGIkYPuQVC1E5URTqdTy2CwgiRN4exad3Lq3m/HoXUs9lss3avv/0A4aKwpygkkP8xcVobW+e2OMm2+/3oWsQsBkwoQBoIPhEKKUaXEoXcWoC4b5w0Zt8MsypnZgAehtEaA4A+cJFrKVOIUVCaFuXt9iEJPHlyLteHQzsCp6cX03b0YcCAZFQGJEMflWEpTD+kEL22IlFqjo4ZSquKTM9yezrtD4M7hsREShmjizd3286PYNVnF6U2QhBUVTlsjn1w1lorVSIenYsRwBilhE/C+RQpJkKRFRiYx5iIBQIypBgpppAiMkshJQqdmcE5raUS2oUQGBiElEJr7Zo2SgikDp2zRuXGskBPyWQmpJhSFAqJQBtNzMyglYkUYkyAqPNMCo2QBCSwQmhIlIhQawmYxqEHRKUVCeQUpUCBAhkAwGitleAUrZaA4CmGSEhR8fji8slq2/7uzfXnL0/SEO9XR7Ojp0/OrAFQcJHXkVJz6B/WDUZTFjPn3Wq1++TlZ9vVZn6WrzeND+6rLxfffTvuttsqm2Tyx5KZADE6VxdG/fgNZMZH7wZSqUjuWGUZJ1aIWa7R6BiDgKQlzSZ5XZ00nk+nNpcqhnHdHFDohNCMLAGbMVa1lTkcD11sfOIwmdanZ6fNsH798f7J+eJskSnj5xPdd/Hudh252DdHlGI+1T7iw8OWQA79eEQ2mekHjxCDBEoopeiGnlEEge9vdtCLoqb56fzj9aPozGk2a8fj/XZE4vGwMYbqqXns8cPeL2usBbDQv3/zoHMptDwOQSLG6Gd1dTiOu8OAaTibz0MbqA3mpPTo1U+/XLAbj3ucn+ZlKa/70I+BhQRCZSygUFkmhK5rb3T2H//pZnOUCUnnBrVq9m2KpIzcdX57HBAVRY8OPcZvfxidD5+dT+8/HP7dais9P3JqMzH2mALMpypoePGzk7vv7nuy/+fvb781yot0dbEUpfz++u7rl+d/89Xpb7696ZvIiTY/tL/8qxdBut+/Xt02ySuRQjw+7j69zJ89fWKq4s37x/OTukasRnZM80n94nSSGzmR4rZ0ZWUjh2JqZ8p0uxS8/OLpk1U8fPNh9dMLYwt4c/OxlnZg9d/e3NPEzGbFTBsX3KhshyL60G+P87rSuUQ6vpjm46hWfbpdP1KC8aGNvRMW6+n8YpmHNI4o75vOh3SEKLX76598unrYTZ5ndw/N3XacLvXQHPKzBXl3d7M2WrsY315vTFk+XS6+v98PGPNp2bU8jkEM/b/99SfehmAQpDge48XzJ9v1unNi+3qdXOrGXlvj+sP0Ij+fzznEiTGr9bHdjzrPlQSpZXeMIK1UY0KQxtR1wRaP+/0XL698vz27KAbXM6d6mn3x2RMCcoQC8WxZj8PYDpGCNxq1Vot51beOybbeNW1vtdJKpuC0sUqjH4MbkpKSk7O2iEMaXCy1yLUqtRld0Dbr+hQ5Xp7VMxszK8Ponz158k//+Lvzq4uizlwijqwQEMX14z4oVVuaV7kk6WNMyUsEHxKjYEZG0bsAiCCE4jCv9QtWr++7yHJ0nki56BPjvoF4AsDpYTPc7UNADQKApRJCiMRapQTBRyOVQ2KJQsrj4D2hVUJpIFaIKvgxxWiURiIAjgnASIopxGSEYGBkViwDg6eAALlViVKIfvTBReF8JGCt5GQiQkpIVFqNmKRWQsphdIFjjBESIUoCGRNIFKgAIAkpFNpxDN5HY6XWkhn9GEiFTIOChFpH5rFzEoQEQZEQMTLt216wKmT6/POn5PpD33WBm/7mk7PSoCusedy46dQ4jjd3WynxYrkw1m537dh3AqiaVZo9arXufDbJM4fDYX+2qDjFMMT1kGYTOQ5DSkwARCQ0ThbV9cNRKK0tM4Srs9lu30mV984Pwe/WzgXMrFRSd+vDsqolhenCKFRtL/ettyahkD7EolASVNf4opDk0UPaH5Ixsw/39zbPeNDfXe8e9vlikk8qBq2DgHHstPBVURy7AYRezCerQzOr8zxTTeeItHO+G1qblVoxAFJK3lFWZrJQIGC13i5P6/t9TzOZ6VKo7PrxThCeWiMYN/sjA08yfbmsPtweUEmFYrfvXRpmszymUMyKh80NhzQEut13KQnnkpD62LUqL8XOgxL06stl1zWRhCNiYgmQizRRWFpc78ZalyP7n17N/9TttlIJ5MO+dYGkxMxiZIqIiKCEsBotp33j9uO0Ps1XDysr6/evVwOEz39+oWL6x99tV2pwiZ9+Lc+mExnhv/7QyJOi6/o/3zQW1NV81jP8u3/+sD6OTc//6qdXFab/4x9++PjQTIuiquDLr57++fV1oaZlwQ6FjmJs4171v351Os+q+33z2I0BzPu3jx/2w6vnJ7OTuH70h62ryzo/naJL+26wNF4fPn6D5ti0cTf87K/+9XazMsJmoMyqNZBFxGPmnHSLk3Kui8O+CUot5zkae3OzVssqsS9l1g7dk6ezuSkR46F1QqjRpNV2rVgvipPTs/OPPzy4drg8L149vfzm2/UYgybdd51CUxd6vdpm83nTNjAcY6FKZY+dm1TZ2Ynp2+7JbJGZ2LcwRfXPf/fmo0r/z//Xr06K2eb1KpOFy/Du0M+XZn6y/P0fr9lvX5zqrz49m06z3bYFNAQwhNFAtmnH1nMEdizXoxfBTfO8a5zkZKxiJkTs+jR4OjmrVnc7Iaj+5LKwJjNRWyvYJ+cQwuX59LhzINA5O0Y/pKSlPLTtfFJVhaIEY+CqKv3YJ4IuQE4ZApSlsHnV9b7IZYx8t+oyA4RgsihwPF9O9+s1wTT5ECK7MWqtp5W+36eGoDC+0KAsWhIxhggiUUoJfRTRp5PlpO/72WQeunZRmCqXY6Qk1RBDIEjeP27UTS2qiXm78vs2UhgFZMPopRVWK6Hl0QctQWkcA8fkBbGSGhgSUWatc4mBAVAwMoJUEkAAQwLCRFKg0BIArDUhpOQ5RvYcE0VrjRJQlTa4iIkQkYj8MGhlj0NAJStrgSjFJIX0PgAIECKGAMiRQCAiktSqH904DkxgFMaQpNRaG6mikqS1liybGCilyhplMoUcExeZVEI2LXajnyyKh0NTI51Niw9b14+cKaWBSyPHZgQMlNA74ZAfvvmwrNTLT84Ox3a9x6xSy7kSUn94GA9jKnNjhZrPzWG/9z5KIXxPVWFTTEYioNjvu36kmGCzaaqySnE8K7IkKLN8mhfeqd3gI4tD201Lm5lK5WYYwuZIzB5Q+iRcH7USQsLu4JdTKbUexlCU1eDCYYhBHfKq6odglMDcDgNcu7HohdUy+uGktk8vZpEIROY9YRrmtfKjcM7nilFAmySiAeZhTN4TMzCm5bTysQ9YrR7WZV0aLe/vHkiKSK2UGqQkIkVqWWTDODCy86HzwWo5cow0KpK+8xyGPniZqaQIWcfAQwRtspBo6Ei9/zCKCIuTrEsHMYpMw5Oz+vv3FEh+dl589UXZeH737ebiPO678G9+/tlPF9nvPx7/y4cBEkoQ57PKxSEQUqIESYCe5fK0zMQs33t/WAdOajqhv/3FWTvGzz49+/j64fOrahxiJO5aAs/9Y1MV8tA7ZlUUmffu9tA1ZBPw7ihMpTvn3t4ef9h3n392XjBEdq+vH6uqaDbtHdhydEsZXl5O8om9eRz++8MKpdIZ5k+zJ7PcdSkc2+L5afQxr9gU+u1Dd2LyBeiTRS5q9e36kUL28qrYDs1hGP7q50/9ZrdZ9buhMUWBnkSXkMPWjd8/diCz7RC1iNV0GiHkVoduKMussmb0MQrR749t1y8v6ouTxcIUFGLTBBfhyeUpi3Rox08+WRoTk48xcNv3LoXNYbSxW0yrzh2ELXTwswynQgoOd3HUsbh9fV+dLD/99PT5Zv/d9uHmsflpXh9R/rBfGaWvrs6fXcy217dP8+KP7z7u1ORuvz+dl8+mhRYamDfb7f1jQ4XSmG16d4xD3zUvLhaTohAsYqShHbXWCGk6LRhoe2wlitPZ9If3N1WeW4NCa426tORH8ac/P7z64ikOjRIQWnKRGFUkc2xTZWVVmtA6GcBqFQV1w/iYIi4mVYFjcHeP7ctXJ7VWXeMp4L6Jm/3jp89PF1fLeE+uH4lE0wXnY5XTfKIHD92QEGWkmACqTOWV8T6M49gP4fq6f/l08fRp7XtF4M/mUzy4l2d1GPYR9BCTT+hk3I/db94MuzHumgFErqVEpEwrJdHFCFLZTBotE/1IehaIiIiJSCsdiZWWMcVIiVIa+yi1kiL9WK9ZmyFJpiiVZiZtFEFiRKNV8CBRoZQ+RUAppfJuNMpQCqiUlnhseue40DLTEplTgpQSQ5QKiaIQMsXkE2MEKRSAj2HM87LITPCJaNQKrVFCCCYhgZUSRZ5LwRpNSqTU+PLixIf+h3G83u4/PITPz+rTRTHJkCL0YThdTDFnHsMwQJGr5TxbNyFf1FoORuNnr87ddw/DiO9vt0/Opy+f8uv33faA8ylYZFVk7ENhVJVlk8rWpcgz0TajRV1UxaHtDVgXibVtDi6y6iP3PDy5ON9/vNEay2SNkYnTmMCz2h99bjOBwWhBSQAIiomS3jReCSxz6/rgOSaZ3e9SZjHPbWAXJYgcBwfN3kvEp9MyeD8MnbTWBZAkz06yvTvOJ9P9sTeSJtPJ43rTHKJngYCevM0KYBWZ60X9+k1jdVaXypznVZGRwvcf9sc9ACSPSAiLRfHDpmMjZI5SSxcDS0QiQVIwllW+2xz6Y3QhAop6MqFm2Pd9QmO1Uo+brjDyZjXWF/Tzl+fx6ILmqZXzuriq5WeXT/7Lf/39T7+80G3bDur3N+tfXC7+9mT+cfunD620Bfrk2sGzsogaWGoNjLDuw7/66dl5pQ6bph09kG2xmz4/+eF+d4xQLYulMYDc7lY4StJlUQwUqSwKIVnLsixE24TDIcxnDAS1NDsRdQr9btATeNi6xWURu1EqPLTOdT6I9PQsq+dVeTlJQknh/qdffxoPoUzVfGZuj+76wf/j29t/9etXh8OYhrDp/J9a/smXF59Vol7ab79/lNP4fvXtV89/Efb76Dgoufy83t8+luIq6MSob+93u95Np+rpZFJL3jpnclkX9Wq7l5g9bkN0aXqCsxKkyngMqjYEEEh8fFy5mGory6I89t5aCYzXD9uri3PGOAxhspx6H/MsOUfu0BGkGOMxpUU+O9F5vz+a+Twout0/PntRXx7vHt5cv/zl5+vd9t/87GuJQemMvJ8XdXnpL5bPt6vjt//0Pn11UU2M1KLIJ57N5GR2vHk4OZ2mA226LpcmNDSKWBaZsVnvvAvOag3gF8vKOxr61o+D1lkgEihiiDGF+XQSSYyx/Zffvvv6i8v95vDl11dvPzzuewIwPvIhuUhJSiU1JB+kQKmkS7BqwpDYSul8eFgfsgymxQyZKSVr8nbw3RhlXiC6vg8ACEK2LiqllAAEkAhlWa42G0TMqopT0EafLm1uq+1+9/4OJIm28ybLRyKhmJFIQIzJaD2rS2HNbtft9l7pfEgUhZDICgGFDJGjC9YqqaVkJIreE5AgJC0wJgYEAHLeCaFAaYVSKrBGdP2AKJg5MyY5SJFQSgDQWihtgDivykjg/8egFlCSEJxCkHkRKUoBGabcJgLoI1CIlIgZhZQAzMwMkYFjSH50kyovrPIy856USAKEYDBKCxAASMDZ/+h247I2MSRTiHH0d5uHrDBPloXz/LjtNn2o5zCZVc1hiKT+/Prh4qI8WczbpteyiH5kn/ZN/+zp4rDvFYgvXp5++3GTyPaOEfFkUd/t+sfjcPAZA5cm1yjGSDbQMiuESEar2aSQkrJFZrTYd+ADx5SUNJ3j/TE6t66ns0ijpFSVRdeG9aolAVYpyeOzi/mPrzAMwRg1eBlZIHEcvNK2tCYBbrYdsdrsut5TAiklJOetRquUG/rSWqXUOPRhTEnY9XFwQG3fDIE6iF51tq5B0nrXooDJxGhrtpthdziqcgYe65ryKr7+dp+uRTGRtpjG/VEyuASPu85UhTKJiZSQyMCJgWKV2bGLIcFsMRVFdvd+++zp/ODTbddsW59JJbVSINSyMG8+rKnAy3L+4XqbVZP7t+vL8+lFZU4n1diIX716ypYiZ/uwvn4bCycR7cvz2aJO71u/c8Pzl0umLgXZ7vjJFZS53uzo79+sv3oyXUqeVvL6Y2PmctTDH//84BzAoKSOkMHz54vDqmlisiarKptl8jgObfBdFMKbyTQLLNGo06cZisnTy2mfWGh6cjERRPcdjcKfnuSVoNPT+vncHh73p1+c7Xb7wmarjw8Z26Kqx9iqqn9zfffFy4ux62Nhr86K2zfHO6E+HcS2bybL/GTJkKSU4rDetof4ybOz9m2kQdfVyfubVTHXQwzS2J/MpoUFztkJbhufvPDdnmmo66o9eCG1BBOGHoEp4eEwyLpwLkyLnFButsPvfn/95csFpbHt+GQxzar8MI6Pu6AkTKYWmPZ799nn5+vVflHmvfcPnb84n/L9g7VaV0qfzFfd5pfPLxUjNuOzp+fVxIw9KQVCWqnz47FNQCdPp8Wi2g+uj/3F2ey772/+/jePLz49L6vpth9TSBdFqUCOLh3bkGUFQpJCjsNIEQmQcSxsllezthtTEpkSKdLo3WJmb+6bEVAaLk0JwJ++OnF9U1hxaEZpykDBuRgiSxWMVsqYrusBMBG2LrajmBfp4rJ+WPero1plx2cndSnSolaC+W7VWJvNa1VIOYQuQuAEkqTBuJwaZBc9G5P1Y1zabGi6th2s0ZOZJSiaA88ydt55we2QDg4CqiGQkMoH7g6OoZ+UVVXmnlLqPLLwFKIQEIILpKRMEbxIWkotJWoMgRlYKCGlIAZgRCGd90PvjM30jyRFVBQYJTIRokAiZiRKKJJAgVIopQQlpiQ1G5sJITKtXeDRR6U0MChtR0fG6DiMzAlQAEhKLIRkJoYgJZa5KgAlIqNQSkltkMlKraQmopgYMQLTyURmWblaHadl7WNAGiGqXQ8h+FLx1aKwQH2k42ZQSiPzdDprguqHdHvfWBvbFq1S53PDIa13/eVXT8kPd7f7pmXW9NXnL998+47BK0U+mmEkR9Q2Hqe1V6RyfP3xUGY6s0qguFjOgvOt78ftTulsMckDp37T1aVq20EqlWJUWqbQl1lmVSEMj4MrixxkpBQV8qK2VV3ebcbejVVpAVJETKBjSra2WV6AdKTsvnUhQKGzy5Ns6Nok7IfdUJelloUpmAA8YYjGoBh617vQjCKFjpgYJDAgpwRjZmxKLkb0HIYAIWTaGh5g2FELRw3IwCR9H8v1w+biySSOx0PPHqXMMx8GVECFiWGwEzkmN5mXtlBayLFrrVYxwe32eOy9Ko08P50M1imkzS5MrJ+e2lHHewQpebu+eXGRrTbth63/sO2/fFXOFvn/93//cz7L/+//85d3/+mbi9PpF88nIsJm4zcSQan1dthuYgC1XejfvrueL2tlYHvf7fe+bdgza+YQSEuxO4yHwWtrpWWRp7OTwv/Q//HdAVBKKaVMJGRVwp8E943zhMqqjPn+4+NkVl68miU/3q/Gfc/zILxPgdTtel/WWhKuWn95Nj1QMFIdRnw4uOqsNpmNzeCV2jXuNBf9ao9z2zXxbHF613d9N37/8e72cNTzT3711z/742+/HUZ5cXZyDYR5RwAAS2lJREFUcG0zuhTk0PRS593d/ie/uOiOrh/NVJizz2ab4xC9t3nhnZdV7kOnCbp+RB6FYKE1EJcGL+eVQlVZTEMvp5N//uYGEC6XE+Z0vize/3kFIFcHf3r5Uorh9d167ZtC8KtPzv/ztx+Urrb39413fzk5OSfZHOHlp1er+30CfLaoD22IwRuThUjbw7E5pm3jNvvjdOmUVA/b9mY/Vsvq2Qv7b//mV7ffvXfjoA23bdzs+mfnVQyeiqIZ4jgkG7nroSh0otQfXX02J+l8oLJUzHB8HAtljVUfbtZXT+ZGodWqKGQztEbZLDMhsBu4Kgs3OgSZUhp9SEwgxJjwcq4zqz5eezuV1SxW8wlJmWsQKTa7EVhYJUFqgFgURrKaisInMtYMXV8V+bbx1x83WiGzPBxG5whIu2GYXl3WM/369vBxR51LESRKRAEIlNKPyWPScWqGERCYeHMcrNa5VBJZCI4pSVY+kES01ihFISaRUGmZEjsfUAEzW2NQcELqPUkhpMGUyCMCJpQAxMxslJJKUIyUgpJCZiYSSKlSTNYYEtFFbDrvyc+q3IfEJASkwEkJweQlsEIDyMCAgFIpISAyI2glKBFYYYySQqSIDCQlx7NZeXGhbV6GkVa7fjHJlNS2zkIYg0jGGD+GpxeLdhimZSYo7Vv3/eubz5+dxtSGmKwxwpi8tEDx5KR83PV//O7u6nJ6ebFUavjzm81//rtvilxjjPPMiujGQMBIUn1c7Wd1ve83i7rseibZK4P71le5dZEAwAqEEBOLoQtlaTHLj81QFCZXAtJYWDG48WKxuFvvdzs3DGE+qY59q0TaeGHySerH1qfATBwgxpQgYALwKbEbQmFM2w6kzOiDS2pwnhDcYUgBGMBqlEXmxjTPYDIvRRM8qCCclYpSQgCB5kdrsxujAIkpJNCHrTPKOBgSKgESkBOnEKWT6XE7vJjW+WRyu9r3fYwxRfKEzCjnNfbsmbSw4t3HLSlxNhGBuRexczgEr5rNIQo1neR1obeya0VKWjUPjXx+8rHdnFaSQJ2c1fePN59PZ5bMf/zntyTE2A2//eMNEoxdCE18Mq3v25VG8/FDm5zkEdCGXbMNQn5Yj1c1P7ucrTZuObGPvYuKcyPyQqHiepbntZlP2Lj0YXX8+c8+Pa22312vdq5LkBc5v3x6Mq8BscFebG/H4kk5s/XdzU4WU8QsGbe02c3HTmUnf/nzi2++f//QDocV8UT9bvvuZDLhNmz7zcSUt/dbJabnVdU2/SfPylfLCTl/v6Fek4axPClPL9Tru0ch0/sP96nnZ1en0cWbu32e8kSOTrA22RQVqWq/HihZ17vJ09OywMNqWCxmh84bUMHFzNiXn7y8f3/THltUZoiDkpgZKTKFVg0UOMt/8y8fsywvtJ2X6v52x1NtNZzm+WldXH7+0//0H/7usdmLS3xsDpdnn79v35Vm+GJiMtSbh+PTT65UOzbt+N3D0YLQCAlNkjwtysv5OTG5ZjctZVad//6bj5Oy/tu/fdZL98dvNsfHcNwfT8/qDz80RpdFEX0YTT6XTtHgAShE8E6m2M9I59rMFxZEyGTUMwvSlEV+tsSmGWOkeZ1nBpVE18VZnqXYMbJCabUQw4jkEKjIrYpJSe6GMKToCe8PNKuKqkxDO7z/QNsdvbyqX11Uy7Pp9rGFkHxiJuSkNkc3mejD6FDacQhGolQ0q01z9GFUVlsSpFATR4Hc+egj7wbc9eAChpQIyBghEawUIUI7UupDN/SLyUQgZVZJIYxBFCwlCpBaIqIIMSVKDGCsAWbnPCBKKUJMSulAUQghhARAAVIp7cdBJq+UYCWGMUiUKERutDRqCMkxK5SCBJCQAhE5M0JLSYk5QYzEjF0/5BaE1FJKVAIoEpAUyIREQCyEFIKiQskIElkBAxAxRGLANKmrYqb6EB92nSMqczm6NM2tUKKeJNcnIakJssiqeOyk5Ko2OpcHjULy6Wy63h4PTWqaZjIffvrVC9pv8pYCFe9+OC6X5mRpv0zZzd2w3/dCi8W8rLJ8DOJ6dXAglJb7pptOy8ZFIwUEKhjXfdz1QmGaVJNqqvu+0UnNJ/nx0FuT51oYDZNZWaiJ712e2WEYqlJFYhCqdXEMIjOq2Y98CErpdt9LpYioLkymVaWs1opkVJB8iKKwbdceR315UcUjuoDdEBMIQplYUgBMsD6EceuskjqXAEiEiUFq1Q5OZspzYGaENCkyNIEogIAgRGIlYgJOfQpAbHxwJl/vwyfnNDEyjq0sbLcfQwhW58JqQ3LwLgrmLBdpXJaKZ9W6icNdczGv1KQqHw/702x5bEkV1nQMrLKn5x79yWVWiFjk5Z/f3n7+1UW3Tr9/u5pn+ec/KyoLx2b4AP5wdL/9l4E+O/35J6erzWGGRdfGv/rrl/Vi8jEcv79erdftl5+/ODfm4fZ7KZUFcYx+Ps+zUh2ODsmQH5/VRcrF979d/eab9S++OP/ss+XtnXJaaU0UBhT2+adXuYKHaf+4GQnFtJh9/+3d8eDy2lafT0lt/+4fPzx5+byqslUTFs/FzdadmGJ1t2eZlhez7n6nM5kCvHvzkBs7mypAv/dhMzRimueWT63cHg6fXBZP6yqM48fN7Z/udp/+5OmzL88f7/vm/V5jqIp67JwGEVqohdUZjd3hYZRd8LnRHJ2SNtNCZvpus3MpTep8HOLDriUppUQhFWotpdnumzzLXj0/We/aj+v906vLJPjTn176dnR++MOff9ekQQk7jEEV+d//+aHthulM22jsqNf7/s1qQD80d5u3t+3XL8+EpNkiH2PQNnt8WNki631sHOzH3enpbFoWCZMF/68+P0kdrG6uf/rFy5efPPn+h9tjS2WRHw8tESZKUqq276u8sFkeQhpdTMp4F+azk8GN+72jSM+ezhedO+57Ahp6V5R513YnZycg8WF9FMYWmVWCI8XReZSiLPLpRHedXO07x/LYuBBotqzEvt0fm+2xf7zfuC/PX57n1bRsu7YockXJbYIfQgNDPa263g9dtHXW9MlaM5nZh4ejBm2LfFraFLqDlB/uD/f7cTtGkIKIOXGmpdEKAAKmY3RN26PAlPjQdLU106pIKWkthWBkoaTRWjIl1CokDjFqIaWUDJBSABZEoDPjUwqJFKMQDIJjSlqhRMyMHSkxxB83ywiUaUEEIcXEInlMkIoiA/7RycCKk0gJQWbWEnqFHIkjkTaCADlFiQgAUqqUIBGjwBgJkKRAITASJ0KfyEcvBMegvOcxuqLE2pT7Q9+PPrPCj8Pl+aTrfanxcfV4vpj4od0OsQ9j71Ln4xVO2yHO59MY3DCqv/uvrz95dZqkSuwSitvVEIBm0/qlVi5i54hTUlIYA8+w2jU9gTq2EANjofphEAhGZgRiczhao/edL3wWkghuZAY9q5XG2kptsqYZOg3TSVFoDV6MyR/HNAYABpMZY+GqnOos92G0PKIAqXXXRzaGgVwayqpIHKJnjsfLq/zkycXqcasURicWs0ogdn3oh4jsZ4vy2I2u9dpoZC8oAEvi2DvXexY+IQMy7Hd7qcBkMgawmieF3m2TpGgUjM6XhZ1lehC+23ewKOuyELJTCsvMEIoQklW5d3w4BiXV7fVjoa2bZ5gHAjBZls+s+t3dfnaa6ThsV4NQuTE6Ag2iS8yAKJROst7e++NxawC/+smTVdd/8/5RJfQxkdHnEyuDujl0m2GAFOaLmTN+nJv3H6//5W6T1eonvzg7Otc87n1tUs8Xpa6E0JkcmwAj8dA+/+xq99h9XPexJRXw9Z/W/cvs65+crz6udh1ML5ebVff2/vj8k7w6w7QCAHo4tiwSxwBRf7jbaYHnzyb/v//4D/+3/+Wrl04cKz/48BefPv1v//X11786uble5x6XtX0xnR6S6RMJIe528eHoZKkbH6tZiVrUs2JgZpHmtjhbTtcPnd9fk5sNW6dFlQ7jn29Wp8tymik00kz01Yv548O+H1I9LzMhI1kt0mKeR6Tb/d35bFoiDkLcrdLoyMdUTcvdoXGOH7bHr794MSv1rJq9udl8ePdAyI+tf/Xy5Hq1yU+aD/3+LCvjrn1o2rNX4utPTgDh/ccGDmwLM3r/bDn5+tnF4w+/2e97M3uqisK0bXe3ufvh4+Ls3A8jCLttYl4XfXs819kiqxVk+Tn6sfuH33x/+mzx6lef/6f/8MeTkyy3yiXkFmJgKdDmOIwQPU4mKozRBWJobaYYZB88IealFmi7Pt5v+gRhspwkJCmxLPN+iESYF0U7dD6AIOM9UHRlpuQs3/cJk/ZB7NugM7vU2nvfN+MwRJ+YY2qj3q6aQgsBMMl00/U//cmzu7vbfUoouB3T7barq2xgHDxawrqE6Wy66Q63m27rKKBOKTBRniktQUoElABYFaCDl1L4JIggy4yQwgExI5MkBkTWQhITIgoACdiPo1JaITNQCIkIk3NCyehjIg4xZEpmRklEEHKglAILYsAEKF1MIFAIVaAkogZ8TDFEpbTklBQIo4SUViJETkqhYEJiRhZCEpASQiISc0ogpQBORCSVFWCAU0iQWDjvu6FXRvdDwiiU1qj9ONL9YxsSlZkhBY71n27bxdlERDkpUYKfzoq2G6QtHfn1oe3C6vmT08ElGtzFiewO/Q8/bIrCyhTmRXZo+eGuG6tQVUUM4+kkH0JAKXWIRslFJUOg93FsAknkybw6HPtt21W5nWR28LHzgVD5SDGKmGA3DELxclpIPhgEo/X+sJ3M8qpQTOgjhsACeX9ohBGlDPMTC0DT+XR/aALB4mI2NL0P3IeIeXEcQncYX75anH/97D/8+z+nLhkrjDZNcLnGRFIp62JYHwYQNJsYDcq5JAE0Qp4VPI6D8xDZaFGUFcMwP6/Xux15dbLMReT2MFJ0UmvLMpNYG3OUzpSMwh5dLzVR9PNpKRIcDp0p1PW2aXbpskq/er744Xp3d3vMY+mk9RzXu0GdTywkb2BSTEBpc9wPMdLuMJQLGz1uPvYP6u38NMsYq/OFb/0fvrl3gMyiqvXJtOiPvk9jv/NdH+Yn9W/fXict//67x0JKzER9YvYdvH33gJENZnWd/e1Pnr77+FHW5sNjO7ssPzP1N3+8uTl41PbZyeLJ5WTXdV6LYxNfvro8O4Rv3974Jnz14vTtb+9Pf7JMGiFKSToQgRQxcXtwI3BW4aefnXz78eaTenr3djefV836Eajf7RbNOv3801MlYl4r0ePu5rBitT+ELz470ZAe77rHVPzi+en28PGHt+s/tPzlk0Vd+WM4XkwXxvWhdYcRv/j0pbm+jSBB6c1jXzzLt41/d3NMupT98HQxG4djpKyPWZHpeVXsms7MZiwSolxM87Fvku/HaNrO51a3zWGltBSqTzw9L0LrHzb++zf7MIfed6cLfVaZL+zSSyVP861QD+8OTy6WfuIvMw3eb3Yyhfhv/x+/vG/g939+/NXTYVJPOzjYzLjB51aNoVeFXG13plCfnlbQ++h437PSlZiIjy383f/x24d3Wwt8Wp+9e/cwOnVyNkVhDo33Lt3drX71V58XOpGD/aFvH5v1MTqK9XxykgMLLGtzdlYw6nH0EJ2QklMUAMM4RJAmz5ZL0RxH75JDisTex8woqbCPtG2iD5hZMZnm06IcOu8CSAEpBN/zQB4wnC6mXzyZaR5yo/bQIcuU4no/OtBKyaEPVmBuRhfx0Pujgz6w0uASJWICRImIICQzsmFMJAClliIrMilRCikRgbkfAwsVKZBIAnUCJkrOUe9CKYQxEqQm9iKRJw6BkcFIzqxBYikEICYESEkJkFb6kFJIUktPjMgUCBGrKpeIQ+cIAIFASAnGSknEbugx08raMIxSiBCClJiYBh+tMQQEkATKRNCPvRaiMNZHjyBiDJGiZLQ2F1JoCyqJFEWMKKX0PoSBpFZd5O27HQzuZ6/OjVWBqaiKfetMrmaiit5f3x2shJdnlc71ycnk7YfDvo25EVmuiooNCed97EcVowYoqhy0fPt+7SMXVjx5sgQ7/Ont6nAke2KXy+ng/OEweB8AOMvM6KOyltMQiI3gXKEfwzgOz85nVmGQpgsQnBKIjpyyiiGpLPORb45DF3dlrWN0RMDED+8fFGBMGBLrotu3YX5hxeXi3//Hb5NnY1QKFJk4YRiI9Y9xxvgj84ajaGlUSgil+pjYhcQqtyJyJESVFd3g6qUWUtdFuTk0FCDEPrLwLgDimGg/DNujP5nkOzdkSpYMXYABgkDMMpsV5ePDITp/SO5f/euXuhLbx67fuuqixCLZiVUvPpmKsSUOjWdgP52qQij3kLTF80n5cLMLOF59vsxDTF4FFEar+bLcHjoS6s0P+9B7KXSINHhu744WJQYgYC/Eq+fFSW3/+z/flcbMJ4YSbo/D7z7el3k5PHa76253D9Uifv3J6WLoIS896Idd+7A+7sf4p8RVab7+8vSzX1ydTvHDv2yE0N9/86iSlpw2hyYmzI3UwgfC0zqrrdkd94tp9t/fffy//vyrP354pzJ1tSiuP9wsLy5UqdrtejJVdl6fhhDabrnIS89S8TMtF9PibrWeTrOZMZdX07bf57rOYxkH3bnoBmjXx+/o3cvnTx4f7rdN/OmnZ+v1hri4mOvv7pubXbi973/yYpqYd4d43A7zi9n3tx8sagQeQ4IwXl3WZZG/2XSCaAIgQ9e1+fX9YwvZR+2KSVY9nT5dZP/5/Z8rXb+4OrOVHoyagzKe3hxWn1ydrx53ybF/lvnCpmilgmeZ+vCf/uBTPp7YunSzOluvstV2X58W+9U4rdTq4Xg8yn9yD9Mqm2ti7hHg2ITJSfl8Ws2W/tXT+dMns+CHpsVD1xaTKoGLEc/OTva7TX5SjR6UNsf1jimzKru7XZdXc5MhYlrMp7f3eyUNigTIVgklsU9pc/Cj8+eni2kNxIlIHdswBMg1ZpmVgjaut1khEnEEbXVmYXNokHgcemKq65mL2eOhXS6yRIGZVGZTkm3rtTTJJQhgWKZxPDY4Rr3rUx9o9JEDB8bgHHESwlbWckrITEwECgC1AgB2LkghrTVMCQTGGAAhDUEqYEBkRAArpdEyAZAnJpGYmEEhSoEpedQ5SuFSElJIIbRUGlAooW1kD8RMnhBSjGSMUVJrLayRTTOgkCRxcE5GqIqsljYxhhGQdYzknS+LTEiJyD6lkJIACZG0khxJWkkcBCIRAUapUGlFwJGiiYiEfhxRKQE/3rLJRITMubYhcp9kHHnojstFbassueAdM0hlhQvpeh8T6onVP/n0dLttmz58eDhKC5JVdzien00Dpq0bn5ZlVuDEwHFIfeQ/vbnLMv1kYW7X4XF1RCBlyoQSNTIRozQmS4xCYlWAinI2NaPzHcm2G/dMaAr2Yn/sbSnq+WQYo6c05ixQZlJdvVja0hzbfrve5KbYNQ5ZMoOW6Ft3dlZ2gL/5z28LlMLKLhATi+irstDMjOzJI1CZaWNMN/gO1EiQfL+Y1eMY3BhQoiQVgm/blgXsj7unz+auH/pRdd7Vs8lm0xNhioyYSm0tHRHAU7SM1sjVoccE87oqNCMT+RAjPI7+P/yXN8BwUhUnixJk8hBSRDUKhEyX1kx37X1I1YU2JZ2gJYi1pIPRdlZcP2yXpi4z//p+t7hY7A+H7aNvupERNIofEUFANJ+Wnz+fff/NXbasScerq2Vzv51nOCksctwfegvZ5uYQTjIL8pMn02k5VcbfqLDreP3DfXuMSNIRMYNA6Ab/j7/5KP+oPv9yftwOU0P/l6+W1494u24Ng+F0YoQpikHJv/76gkLzePTBlWPHScuzejKZWX+IUwJ26cO3GyLKcvr29YdZba5O6sVy0jXhzeaxOJmJPBz3RzuZBUTDbv5kNhN5VReHrgs+np0YUkVH+Ppm/fnnzz5+ezuKobQ6BPrkapnlXbt+9+Lk7OHmuPEcP88XZX793cN8NuWYXz9swPBkWm538eHYtRDKE5sPyQHuRl4L1Qs6q4vdD/unn18Vn05/vvySWuc5PO7d49Z/fXlK+za39WJR3t9vDy6JMfTHOJNMSthUff3Z2X/+x7f9eNn2vdbWzkxs8x+uu64fLxaL0y+eXt83//J+uy8dLcrC0MnJ5ORpNpvnqgs//2Q5uubxeJzPSiV8Wc73XVMqiJhMngEG76MEISU9PZ1s9sEBZ1mx2TX1pLTKpOgntfQh3N03L15eepcARM4cfVfU074ZFvO8H32RFV035lZSGq2uFPKz0zIyJgKlhafAqFzi3bonRuDUuc57ms2y+3WXplk/oDTZbnXQ0swrHIahUHYyyWNwLrhDEw8jsFTEoXOBGRWitVZJQygSk5LGYGpH5yN7SZkVAOicI2ApBaBIFLVWqFSgBBEpsZKgBFCKJlMEFFIgZiCRaSMEq6IUKMmnhByCt6y0UswgldTEAIgomFJkErkZ+p76YIySErTEMURAZfMCOYYESlilhVAhkoiBC6WdGwEIAEDpGAmBMCUtZWGFUkDMiIo55FnOYxj6hBS0IEgpU1YomYCdc8gMgEJIgaREqOqib7soRKZVc2y1NUIqq0AkKi0URnoPfkyqzNzYPn2yKKaTv/9v3wMWhGl5MkFM287vh1AXk+my+PSzJ6u7w7rtY4M8hvOpLbLs47bf7GNoO6Eos0YIwSGm5CAhChglpOB5HyfWns6yh+4gUZH3SskUadh10pMQBhI1TS8EC5J/fr8qSzWf1IB6u2vrekJhNNoi+Gkh9EV1+4frqTCLeTZ4lxI1FIwQyFFjmpS2T7ofXKJ0aFujRaXVx4e9YnXkY4y+yAuioLQQVhImbTIXDxFjxIQKmUTwKQZiEFKwEim3sJjoRMGN4ayuqlypgyAPHN3yWSXKzKxFuxut1iaKQoOKI7OdTaYx0XE3qNvmaMmuN631MLF6HGEHuL4fPv2iAgv6bDaSt1EoIx6O/rp3A8N+7dFLK8ADSwkSEBmtkkJSNYVJpXRhTi/K23eH0Ihfvnr2/mblJTx9dioHXyQyBrzA3iHJ8XDoHtdu04wpCqXUdGr7fqBIUukmBtRakH/8drOYFX/zy6vD4fhhe8Qxqwv1yctJpem775t8ll8ucTlZfvOnxx+u25fPljer48Iofxg+XG+dVtXEXV3Num1vYqiN/uy0uP54/P7anb/Kz57PPtwceRi7MWyO/n/+N198+5vXNzcp1bK4qIc+HEdfLHXrmp5hGOJ//ePri2J6PIhpoSHgYYy2hH/z158lagutw1F+vGnCVO0PfdJlO+wTYj/EsppSOB7XzWKhexGPVq375q7j273TRn52Ov/ZT8+3fvyHf1qtOf7rTy4qo9rtnvtW6nlWZfUYr1ePIYNR2WYMn00XPMbtzv2f6w+7XTuo4vp4fNjAx9VxO6TtYXj1Kv+rr16uPh6/f9iZSfWrry/9GGc5C5SruzV19qvJi+1uTFHVOvchq6f54PZhGCe5ZNSS8GE7NCku5hdWxRB9Ls2MpAMOIVgjhzFESUB8djYN4yBP0DXbaZnvjz2hPr+Y7g+D82l/bIVUQ3DTqVGg9+0wDi6zpsxkIEgJpRIaZXAJNA7Be9JW594lCTFF3zkJDXNUkXyeZZkWiXxdFBxjnSU90a2Tq4/NMCZSOhABg1HCKkmBHEcffExJK22tssb04+gJfRqVAK3Qx5G9GD0ZrWMIMQqhEBFHPxa5lSiABETBIUqUAYJUoCQCAwIjQGEzEhCiQwExpUBJkI4JEYAhRUqJkQWyUoAcKcUEGhmBQmCB0SglJcTkJelE6GMkShxJCBBSMgEzCwIKnJeZ1YISIwjgH5MSAJmQYqGtFtJaTcyDD9oIihEItbUpcUo8nRSaRqshBGe0zQtDEpqGvBvyTCBHKQqrsMqkVhikgWxxvTnkx3ExzR1jILk59JOZ9QmHI/3Dv1zvu+WT86mqsmezLFs1hxb2jSNhSsV2YffHTuns0AeQ0mZCkFcSyzJ/2DaKIqqsGZ1MEVlXZdX7MLrBjR602uwHSE1eGRUhl+mTZ6eP25YDhOOQoRSZGUaPKD2lTMPzn736l9+/y1npLILw08IAwRjikHDc9aelKQsJYbhcTAYX7zdHj1iK+KtXJ9td61ikALNcayW1xsTJR+FDVEI3D600RgsqNLfDOMkFRCCmXCsgbNqhrup+cEykBcytCIQQSWh93G4vJnnchYicUEbyT05PIJNdO4yjsyzU+tGp1J8uMjOtJhMti3h32yzq8uRE7Hfp2487SumzZyUq2Xbtq7P54113MxyFkhKwAGEESURgUc9tucjaHiaLynPoDrB9cLtdvLyYfnq2+Pd/+Hhytcj0+DfPn3zz5uMgoKwSjjQRqmU3mdoyL98fmlU/vFoUvzwp//zx8G4X6rP857989fHdQ2ZlcPD3f//QCpPlw2yqL76cS454Ny5O9dnl7GG1KevsC5RRwOOmffmLTw+bzfNXZ5bkm93jqnfnyhoJk0IZIU1mu6HdxfTlJ5dfnpbdbfeT0wUKbscDT9WyVHHrf3jsH3toZUr9HstsotKyFMe1aMdh12fIHhLtW57UWdMchnG0uW27LpnZq68+kYfDN++2cSIMckz4z3++W5b09LIcA/XN8O6we/blyd1/u7GT8i+fzipCWard2JTn1eO720IaASIi/OSrJ9M6K6c5Ne3qsY2equhP5PTd2w+L88thvc9JH7ejFHBc7V3C7x+OqKQRUJbq++/vL6fnNOw/Phz6FKvKLmdZbfSysvbJbPfhYWi9htxLuW9dTFwYLb1LScQYylyfL+V4s1k/HuuZJuZM6qoSsfGHIT4eaVLzxVxACl3ntObFWRGjJRIC4ePt8WF9nJTlZ09mJNLbD8emwfm8ZPK50S6qznshQVvFQ3KOWDMzhQGmeTmyEhIzyYL8oelZToyRuQL0kGXGx9SPhsBNpqVzXhj95uHYssytbCgqgYFT72IkXec6cgDmBCLFOLqRWP/IqTJSEkJKIAAymykNgQMS+xSi50QMkaqiBGAiJuakVIjsE1khApMCkSKAIjAomHNrhECfgFi6GEmwUTKFlCKFqGKISkufKIWIzBLBaqUBfKAgmQGUkYhCo6CUCJPSCgFAQBI0epcZ7SgiAhMgIifSUpBgCSAFTyel9xwTEQslBUKCSAalk5GBmRNHjoM7mVkpQVbT9aHf9T0yEpMxiMzLeZFY7TqvFE8q+3F9EAyF0aawkVsty/VuyyB2B2bA8/NzP7arg9/t7gTj1dPFs+cXZrU9tj6yVBJZinmVp+S0kBGFyqUEkRIlgVWVQQqEAqVEW0DvQ4wK0ry2ozWbYye05kSxG2trtLDNyIEgDCEJyqwZ3RgjA2NZaInmz3+80SxYayIvEa1VNqRsUEOEALx3wQ6emP2xsSZjqTKdV6UoCqkwP7RJZ6YwQlr72PSb1iMLjTyb2h9to4em//LqyUo9hoi+c/WkGlPqhmGS5RjGJETn06rrl9N6u++iFAAMQi8XZr8dGs8B2AplSp2kHruohlhPZurFySIvnBaw/n436uKz57PgEkvfhPTDD8dxb88mpenFtWumE+MHHkV3fm6QMAShEiBLREwYMZPamnEY5vM89P5+P+73I7D44fb++RfnNondoX++NO/Dni+nq5u9JTm04axYjKL9n//yyjd074bR+/p0cnFmqgyftfDbh+3aj1mRDo3/T//Q+VQslpXzDSH/99/e9c6Zojh9uvz+7n51PyqQ2tLDzWD14pvrHcZ4fd9ZKz5/crE7HGbTiSM1n53lc729bU6vbGnq3etDvVDvt/1PPzs90+nD7jgcfVEYT+76oTW5LgguiyoMdPvBY21LhZvHbqxjKHmyMGrM22MzEoOsKPBZaVvy//4f//D86nRxUvz57lEkujpZ/u7tbXq5nGqRXCBW82fWm5SAvzg3y5AKnTaHeEBRzeRPv7po+7jZjO8P3XGRBKs9kyXRrpovnl7Zvh/HQFk2DJtf/uIiIx/iTCU8DuHt5nCylKcnNe/jPGV6ameV+Plnp+bD8eO+oRj3B18/lc7Tp5eLOcrdbt8536UoBPTXq/NFPasqm6VxGAgBNF1ezja7cHM9oBIoeFroMstWXfrd64fJvHKhfjbPOh/m1ZzZScm7bTOdFVfn0zf/+L7N3eXJ1XySTzdd3wP40EWvswyQMKWUgKNOJEFQcAlZ5NZkhorI0mpOYVov4wPcP3T9QFeX1WJWqQSHMQxjBKl9iocx3TRx3aQAKEAIgdaamEKK1A+DQERkZkABEtlIGWNQAow0UsoYIzETpJAiEMdEBICMKSQUKAB9CICAiB4AjYqIUlslQQoWCCAECOzdKKXMjVZaBw4ITAQxEiqWQgrNkLwgETt2MZFImTYpkYdkjRTIwIygKAEKQCQlRWRJzAyAzMBgtGZGrZVEwUBCoFZCMCSBUmV5WQzOIwbLxMzIgBITC60MB3AUFUCZ26IU85mFGBhFpgVwMpIZZO9iklIJ0bddCowgRyeJBAgYAj/s/SQr3NDXWWbrrBtC6/rH7VoYE72oQE7K8k9v12+v15SCrSqXAvuEEijBk5P6ZCEetsPjcRxZELEMOHpvrC5zW5TZrnEBZBqHaZGHwdeViUlFlHmVIwalQCYRQlKkMkWMyQenCIRAEBC9i44MG6WQU0pJbo/xeDiWhX56Yrs+rdrofHw89CQlpfGkFgy8H3on7LjdVVnJETCHUePtqmlanxgmhaE0kMrvHveCVe/o73//flna51fT/Ol8u2upD8ZIlHQxn1hMg09j1L6A84tF2+ymk8Xrjx/GIcyWFrb97qiiiB4gABbIYj773duP6uiaySSvFJ7/9OSH7fBwF6SgTcvfv+/jAOen5uoESisOhyFy/cOH2yB1WZbJD7UVm90YCITRQkstqR/6i9OpFjGNLChmFhPQ4Bmn2ScvpJ4IH/Gf/7TzYLaPIycgSCefLVWO3xyP6+vjIdC8tm/vt3eP+Osvny2ncBG75aE9yW24mn/z2/uNC1qH7cF/9fMrf/CigZ9/ff7uw+N2nuXsP77r6pPZtOaFHXaraCIlJ1fo8/1BC75uDhdnlx/e3/9h5Q5d/7Ke+fV2uih5V+QFv1kf9HRqov3sfDkOff50+oVU2/ftENKpMcRJTeu7tt2RiEhSiTGJj2+6p1OYWbvfjGaqtKRLxGDMpoVv/+VeldAN3eevnh0DTM9mb3dtw+m0580Y7vYH8XCoralpYYXINKYoM/AYHdvyYd2WWlccNtvWqLT50JeT4stPTxdGfv75s3To/u5P7/TJDDMZg9zuxzbph7frAunLs+nDQ3v1/MTKlDz8cHN39FFq/enTWmRKJiNFznXcrJvdY7OcF5Npdf9wOB7HosquH48plRcnpWbNqLu26cZeCMwtusSjx8Q0jF2dm69fnFw/PN7cRhHKi7Ny/W59fjqZF8qH1Hm08+Lrn1/d3rb37/fP/9Wn0+JweVI2ffO45b7vgTjPcwCg8CNQECQApZSiI8nLSQlSjI6A46zMDk06NkHIHrEsJHZj3B57YIJp/tim9dFHQiGRkBViEpLIU0qRqBtHKSWiQkhKJCAlEAqrmJk4GfUjtRoGH7SQ/D90GLXSQiAwxZQIQWodRs8+CIW5kEhC/IheiUkoxSkREzAl4sQQQpRCMqUxBhBWsvLOo4jayIgkBRqDFAlQEgGioBATAoBIkBCJEsVIkRIjKIEaUSCyEEICEQmJQmqUahwdJZACMLAPSUshUXBiFDCGEClJg0WWdf2gtTFWpdhZOx2GPi9kmQkjTWmoDbRpvTK5Y87LDFXMjBJC3q+bqs6UEUPvaoO5ie1IIcLpwlZe363SsUnbQ9AGz4IHJk5ayXyzHUcXpVBZYd6/eQtxcXZ5KqxYLmfrXRNCtMqcZlmhxXKeyUnxcOxbT8vCKg6LRdEH/+Ridn2/HdtgjWn7IdMatFaWSqOZlYspeGCiQBFAACpMZJUsp9VxcHs3UuI4gnIUONhCWW2jJx9Zou5ajwyRcQgDgOz70SjZOe+JHGWAqGXC5BUmmYIS0nXx7HzyvtscWvfdh43NLAbyMZTni8PQnM6lsJSiJJCP667Q/tl5ETFkIaRBr3r/9NUl72j14bZt3axWi9PpH2/voxEqHcdnn877frzfD9jylg6LyfT2wyoSaiuLmdiNww8bWlbZ3fbw8794sfmw/83b46jxpDaYAydyFEUEm+M4jJ0zkMXyxDzLJ+Ob/bqNh7v2N9/t//VfX920o3e82SWfvFJq37mqzFzi+ezst7/5gFpeXk4+v5p/9919oOiQvn3cbpyf9rxupZRNPc/aEF5+erbdH6tp9d137379y08fH7d3N60sskqLn7y6/OPH1Re/evXrT57/u//9n9FMaaA0+q4qm6avlIj74WbXXb1aWE0Lk3GF+0148+314vOl/wR3IT6ZnCh7OJ3p5oj/9G736ay8YHp3vZvWk+WFlUeZVl1xku2O7f06JR+O28FqUelcH/vqrPjk7Oq/v7k7fbk4NDeRZJ7Z92/vSEmT566lD6sdXk4+/+lp/7rfNePlxHjn08UnbPCHP3179fWTh831N3cfX55fJqZZpS7Pqrvtvi70rEgJg56frYLfj6Oe1GqE7uboMWyG7rvv1v/rz7/47GK+Xq/jqLQEcpiYX724Sr7tOv6nP96xspfnYloaylW3bR4f25iC1LJL9v5wnFI4m+dt7469HMduvRoi6EiSOWS6iDEsZ5PRjX3fLWZ6XistZ+OQ9kdX1fa4T9+/ufk3f/MJK/246tffrrbdeHU2++qTpTWizBUi2UydLXVzdPuhawaXW5UZtFJGwkmRUQqHxkupmVkiGa0gpioTF8us6Sg5fFwNZSWCAwzIyl6v+iHwjyQpJSX8KJCYtFYuJWts8J6JEJMQiomYQl1kiBxDVFqlxEiAUrkUIzMRMbPSRiJGSoisJUqUo3eAYJURnDIprJbElAiJCCBKIZGBiEbnDsdOaV1kWioSKFxgH7w2chiG3idipbUaUzBaCRTEzMTMKUYWUgMREUUfUAgUQjBAIrQqs2YYvfdjkVmtLIMcBqcQBZEGjsNIxI4DABohtEAFHCNRikpgiWpz7HhqnkzLj9fbOhd1rnMQYddWeQYqlnnuXQxeCWAtobIIxLNJ5dNYZdYkFJx0ljebPQOTpOVJXY0sJeQurLrRlXVp1RDA96MUUE1s28fr29vJpDqMcPN6H1KocoMMwGq33+cns7NnpyPwn989NMdYm9xyePF0eTisAczh0F9eXjSbXZlrRImMjU/DGDdDAGaFOqAAJgnSp5AIBhK9j4UVXgIomUKKQg1hED+uFSWKQmTMybNPjCAJMVIC4BijlMhRIigFkTEaCfM6z5Sxte6Sm4js0qbFk/J+40ejnXcZyxhiO4yOxboZIZOHrlOCAvOxd9JWj9uhzGf5uV1/u339fi+syIocWC4m5mG7bbwo8lqVUvV7UmATdH2KKiub44BSKcUvljX7cPA+eJjbanO3eTg2f/2TT9+8/21ZFav1wUeRUswLHT10fVLkl3MtkO9uewFGW/ViOmmb/vbhYP/ySWxur48uEYsYScmi1ALg9njIlJxVdT3LBAzvb1Z1jtNJLTUKyA5tk06rdj/+8Q+PCm1eKwKQSu424ZMX54+P+z98t5FWHnfOLrIvf3nxw3rXt/Cf/+Xu4tnp+zcfJdInVxOs891Aaykerldais1mX2rRebe97w+raJXd/LA7Xxb1q2mB3GBKIv+wO956+mQ+tceDSHA4OiHd2/fbq8vTQpbfrVeYZRcX57d3q/t9X6r07Dy/Xm+Xi4UyYnUIJPXposiV3TfH622bExmr7ETA6G6/f+RRTG3ut25dx/79ezHguh1n/Thj8aunk9WmHeZ69mpaZarvmlLbE1uUaO7bEUmCR4L06fOL1e2uj3xWm8uvrkrl81kmWjmdZplAUUoC/bg7zqf2dKl+8uLk7dstj8HH5mp+smvCxUwT6od1u+/T7tAvZjmTG0h9d7MvrZCI3RAYwUjpUvQxHu/XRV0EUOsmIKqirhdT9i5uN6OQ+upy+eF+O6/q7tDmgv76q9N9E2RhNtvx1WdP0hgeNlsyqipyueNDBz4whbRYZjKRKaRB87huJ7NaSxhCQIFZrhRj2Q9c6YASCHabviwypcTe/cgGEFWGvXcUWTCjRqVElhshmJl6xcBCIAZKIZLRVkjQWgopUmKlRIhJCoExxJQQBQF6itZaDSKF6HyUBphZMkAKeZErKUNKIRKgjAkghEwDIoIWWuGkzLQxBKyVlhJH70mQMdrIevQhJEYGSikIRCGRKAkWUnBkHwMKkBKFEaOPFGle5EqoLkUMSTDmuTFGE3EkJwQpKZFRAgBTkWlicD4KgRJSXukJqbYP2TS3CyV23B37BmhWZQfHj28bBDidW4/Y9azBZKVhoBCFVDwkLEutk2/2EdDUlfQhtA5OFnNO0Q/h7dt9FEhjfzafTnIdUhi6GEGkxM7R4EapVF5WkcOmC0xSankcHCSphcmK8hDCnz48Nj4GRxySQxczdbvaJcbjOAhdXn+8K5TcxYQcFvP8dG4ERed5CDzEFBMXGoxik2sm9AxNChxcoZRJoKUMKTiCQuUUfKQUiEAkBE2cEpDADCmURk0Xs+uHFaAqM6sVhsBdxxS7OodZibktb3aHL64W/9v/+m/+3/+f/7Lt9xJlYrZ5NvbD6WldCurJIZmy0B0HHrrponj3bm0i9S46IEES3VgiFtoEzG4eV5FF3/bq2fPyfttufLi4LBZJvX7X1EueGcPAs6m82/YDpeV8Qpm7fHniGX7/eD2bZq8fmrEnNoygU+Jiosfgf/2LF8THds/HTQqCuxHK1F/OTevCf/rND1rBYTVARnWhRI9HKWzOdS2SxyE6d4Q6B6FdUZWPB/6wu//bX3/6+sPD64dmaJ33OgIFLd+8uUtEH354+Pmnp9+/uR+Jp1q3+0QU/+sfVr2Tk6m5+7jLCvH8i/Oh8TNJ75vdSHh/1369OD03oDJ3exwf2+GiPjHUhVG8/HJuJvIPb9/oq4stceLm9V37GNK7ppsqtZwUbaJZXV/WHjGpjP7m8+mHrWuH49V8NtVi03WPe0QR/vmHm3lWzYS4V65NIiVfGp5ZPlsaIeDJ1ez+29u8FmKCVVUZNHuiksPaNfOnsx7gy6cvIbWx3e/i0FEm9zRlY2UuTMWI7799V1enlaWssL/7cLv6fvvLL19+enUWuxCIVvdbShrQu+iLLKutiqxWj06f4dWTclqJSV1EBWrojBjryowpO5/RtHCXs2J32Fs9C0Ncrw8vny0vl7N+3fqYtFazwtSD3+7j+jCsm3Yynw2uAx6fzCZPZpNJEffDcIw87r3AOFvmX3z+8v7uIflw/eE+KyblREIY54uqP3rfQW5zHxoaFCuVFbLbMkfZsWeb3ez7RZkXZrJuNkXFT2ozn+f3bzZdgNPTudImMKKxyQUQMviYZ3mhkDxxSp5ZKbRpJInEapKrENOPvXdutNYWpRBKSWQfXYwJAL3zKREjIoLRGgWGEIhYSfNjthUDK6URWDCMLhKLlJJEIqKUWAiSSiBwJJLGSGWHfvAhTSo7rbO2HxgQBao8U8CcIjEQsw8BErMSnEAxCCmJGAXSj3QQgYkCJRaIP97EC8HEzATRR5QspEJCgUjMEElIyLQiH9SPcfcpWguUfN8Eg3RxtZDkrVVj4OACR/KeD32Xog6RUYFCAOSUOJG8W3XOE4E4dmOmJSUiIitFmYuT2fR20657L7IyEFvJJ8uJJ39seiFs14aYhDL5ru+MlFmmRJF3PqVREqMAopgEKZ9iBAqckgIKXvaMoGKC4whIh0mRZdYkTt2Yru97qQZlIC+L4TAwJgD2EYlUYhYqgQYJoc5y7RMLdJEVIAqBGJMEJqFBJpKJImEUIgMKEjDFNJkpsfIA0qXARCkwIATmdmB9oFEMQ3TvNq16fbM4XT686xwTK2mMJcHRE8VxUtvBit1+2I/DwgBUerdvL4usqnKNg45BW1WVEbX47t1KKev2R4pCmVwspvrhZnzYQDjuZ1P1bCH9xna53PdOT2W/7UUBjbZ3u3HcdqdTKzK13zmnOY+SUpxMcqvp5Vm5Pg6LaX2RwTf765ZHRj5fnF48N8dj92blZjlS8i5gXsN8LtfvhnJaaECfQpbrQ0/Oh6IUIY7NLhxHfr4fzk4n//LdAbTMDQHR1JSz4Cf1/PZwcNGVi8qeGVmadtuHfrz7riOhP9y2Jykd9+k4w93j6mdnZ21Dm517qs1fPK1HgJWTIlCzbSn0SPGzn5yAVatDUHnx/WbfymFxMTHTANf8+k/bsxP52Xn14Q+PH9fj2UlxdTFr245cmDHWFb7f7VUun9osmAnmRgp5fb/7xWezSak3AC+l+eWzxX/73XcKUz+k29VxPqsWSzTGvGtDH2lsmhfPr8B1q8PDrj26plnWGVuKhO/fjM9NvsyrFJPrm6WuL8ry8nnx7ff3h4BXufn0Fxcmd30ntJT90AultEpFrgcHQ0cc2zzTW9eEpAOxyrUwQjAKD1bJkGBzd//02dngUiAjxWy3H11MJyenSks3gCSBMTkflOHl6TRyi5ouzk+v7w86KIlaRQjOaQvTqc1cSqbcHYcNhybGTOHytEwp/Pn7a1BPLZDA4dmTZXjsUOeZ/f+3dGbLel3XeZ3NWmv3f3caHBANSYmiJUty0a6S5ZSvcpknyGPmFVKpOClZKkmMIpmNKBLAAXDav93d6ubMBfIWs2p+Ywx9eMxjzsf9zFjsDpMt5eys/e2Xr3bL5tc/r+a34/ZOus83m4X7yY/Pr29Ow9Cbsomip8kba31SMiaDACEQ5JgzqkFTuoItnvqRCdEaUTCG2fz/+l+MOaWIAISYUjbMAJByRgAmzapICKAxRQBSFUIQ1CTaT0GUffCFJWQElZhS0uzEhESIFOIEgCoKqiGErrNVYVOikGJIefK+rCoATDEbJkOoCllVAUVVVFMIfvbWmaJwCpo1W2QVFUIiElURsYaNxRRTDHHU1HQNOdQszpAIWleISFkVs++JdJ6VkYPKsq1J4qbQpq3GGCrSFbWnoLdpUiAiOjvvTqeeKbmqmCgnSRr9af5g3CVXFnMeIU2uQO0DN41HHoOEKZ3GCZVWi5KDnK3Wb9/cfnJ1nmM0dXVzDNub3eWqLhqjkJjcNIQ5qE+aAH2KIaP3NCVsnGEybFSY5yTWwWpRRg/TlKaTn/peAAybJAmsm0WTQBaBpFfPN6f7AwdHH0a/oo75bNHcHo6DqGhuicvGzUFVU0QRMcHLbrd9dnV2e3cKKSsAIwnEnEENHCY/g+GcJObvv7n+7MX59euQqnJ7SMc5NWsnYqNyncTA5JRcTE1b/u1m5zPOigXQ6P3SYuuqq7Nl5pPpqJhsV5W7fm/2t8NjVGQDGrzicmHWbvWd7N5uMzlE1k+uNquafvPHm9m7z8+X+7vDr/71I38Yf//NUZwYB1XJXVt+8ctnf/7m9boq+8d+mPT8auljfHP9iG6hKquaXj7t8sG/XKzeHbZ/28ZxyLbSHz29OByvK4sPYRSlfpZPPul++sXi/l6/f/X+zNpN7bzGxK5du48uyl8sL//967sxwIiweXn1sO+3972z8tlnbcvl7/788LBPR6eXNZlxerKs0oKmR1/a/M//+mMn/ss/bqeSK4PPn26GU756cZGS/ua3b3gBv/zlJ9/fPV79yB5S+vznF0V9eP1VP82b94+ni4vmeO8fTuOzy+X19WG1Lp6ftW9vto2ar98fn14uTjdb3rTnVSGikyuRmrc/7NYfr6pV8+yjFTvSud6FXHRmkjDMlIle3e5fPD8/DKOIXBZlDEAYAxhbb8LN25XSpuRFa8Ixvvv+ofu8rReL/ftdM6eqLS/bshRzGsYJTi+eXtlpKotylHnZls6klBXZ5hifv2wtsnqYQ9rl4Opq9jFGYoNnZ+3hNJxiQkDD+tFlsz+GYX8wWGppm8ayUwL36vr+u+vDpuuenXUKyV61kqk0UJXFatnOcZ5SRkHkvCzrfhpzgNvjtJ9KZ9CY6u3703Q6vXxxVez8FGOO1NYL0NNp0F2fytaMx3RWV6uaf/p0/fr2YZ42Zcnj7EOUcUgahYnmmAqbkA0SZhVkBskxJWQGROMYVYhMVGCUpnQhZiIIWUERVAGFFBHBGYqamfgD+ySglpCYEEFFyJgsiqhZUlk4EEmS4ge3tWSQbNgSYc4CKFnRJ5GYskiURIyOkJHmQDawsQiKiGRQHVKaZmdMTUQGDVJKggCgEEJAYkRiw9ayikQBQK6MFcEoUBqDqLZki6CaUQkKB8xBZft46MrC1KxMU5ScEiECmjiFpABgxu38cIogWjlSFNXQusJSzijG2ZjgOEiGwZCWBZemaIpQuWqc5ofDbIp22w+DP11dNPthkuwW7dmcgzhz3x9gEOVqd7//0fMqznNduedPLlcLExK+fTyd9v2Pn9afXq1vbh5cVYn487p4/zDOUXMIFgGQIXkI+RjnSRBADQADbZau5NBUViqNCqSMDErIYC0DokbJPrGoyjRURfU4KEHOKaOx0c98yq4uH+8PBWHdclFRRrNa12L0tI8YRCQtumbo5zmon1NRYCYE4a5TY8thlwqG88vuL79//1//y6/7OP/Pv/ygUJKmqijeP57Ih482zcuXF3f3d3VjJsLp/WgmiFbvbw/DaTrbVJ98vNjejhfn1cN29tvd5eXlu+3OhIg658KqI8C2WFbloe+TKEaVJCnnxUdLOYSU4vOL5e31/ajw7394+7NfXOx2YUyipXUVu678X1++HufY1fPr2/2zTzYZJ7U4Z3r77lRYLDpxe/z5L65gmw0032wnW5P085evvnczPX+6WY7psPdpyvMxpY21Nh8PflvgL//hJZxO/+PP72fSccO/vxm/e9jX6+W7O4/0MMVUssUsf/3rwZpjzrTdH6wJz5arZVff7g5fvTlqhc/PV/t8+vr1ww/3/p9+/mzaHp6cr8xGzy+7b//0qlTZ7+LDY3z95t5DubpYw4UaC5/WVVtQP+u2H/pIgDaa5nLdDv1BVsVurz/57MwZ+24aV6sCa/745Zkz8Ls//rXbrM4Xxf3D7q+vQkT59HKpuzDvpilzaer96XA/e1JP/mgSrasW2AQcFlWBife7vTPwL3/34ps/XB8H84vPL6bTuLvv2yeLz19e1c9T72cghkh1UUyDv7nZVZU7TRMRgaozUlX8/qZ/2M3nT7pFp5bZ1vYw+tNhQk0p55AhCE4hlexO/RyYrdFFbRZ118/+YZ5k0SIZIuiaZprl8XHIIRqmelGyS2ddNwzDsT/5mMEVAlI7t2jN+YXd7YNBehjDka0r3DBOVV3f7/sYzaJ0+8f9ctUgYeFsydo/nMqm3m73tV1/+mKz2VQa86rrYkjTECkk42icxsLWFiFpADQAmLMQovcejDVIqohgYsyzJGaKMQuQiBJRDgnZKEAS/VB5IUJFTCJJwRaGCT/wYwopJbXGWaCcIyhkIlDJUSQFJiDmKQafUFXYMBICQwqJyDCSqihQFMg5UYwcoyUDoqgZCVPMmLMCYIJsuChKAxBDyF6SqDUMSDFmYkPI1mBSmaMwG9HMgJhJEIV5yMHPiRnYiDNsDBpGtsU0jIVzSTUrKBCCsogCsLEhxmHKzEpMxzGAIrAJMVoGIBYPltAHzxxXrV1W1hladOUUcoo4JZzHYIiP/ZiVgFKIU/KhKsv3j7uMdj+HnOj0rl/W4fU2ppTWbfP8vAVIu2HuViuyejjGOYaitRBDQrII58u6RF209X6awinMUQxlW9CUkvd5ihlRnTMElHMe/ewDrNpivVnsTwOzVoXxfnauQJxyTGVl/BzZmCF6lnTeuTCnMSaxFDTf3Y7CQiWxlabp3m53i9q1LnmLIaYkQoR1ZRWodEDGbYeB2P7p9988/fTj6Xffh+wNAkKkrJoASB/G7DOvN12wfP9uZxXWTdFtyqk8PjtrDfLDdqJOb+4DT/qU06a2pk+0dK2vwnlL+z57na+enxGnu7/cBYRmWULQ774/aSKcp1VdHe7211+b+/t3f//F2bQdXz+E02F+c33s+/DsvHRr+/bgU5G6lv08d6VdFPby0ohzb6/3Xyecd/G4DSJy1hoRevcQV0szDkGh2LS8WerYh7ff5vaSN6ti9xi4gBfL1d3r3ZMnZ8c4jxari4Ihv3h+kfPpcCCN6fHGbx8GYnz6bAMcWdjw3I+StXzcjecvFlPwX33dOy2bygCGZ8/b29vDxxcbTMdf/fw86M2f7vzu8f2lNW6ipV3s3z+a0VysCmuolsKP49rRQ+T/9t//77/87OliXXetWRjz5r7/+JPy9I1Pra3X9vX1QyGwtnae8/qyPl+XCej6ZlvWxRlgzKrI13enuzwuF/jTT9a7N+Hp+UpC6DW61oBGl6CYp/Xl5ru/vB/2w+ZisSqo/Yer46j7g0Svj8P+8nyTAUdJ7WZVNvF47E/zrKgisbLGcSaQrmbRuh8mRVMUZrVYFSn746iEQOZhux9GscA/++nlxSa8en1bVR1CaqryYr3e7fvj6K0rAJIqusJgUWSLztj7+wMW9W0/MmFTYWvUD1NKRk2ec7QFWGvOz4vjmyFl249RwQBBmX0usgJdPlkhJGuLAcNwymfrul02P1xPJx+VxThQ5KAApggZCOLCulVlE5AwJmN9ohjQEolIVdRRckxJQABYgRAwBVElUVFCUDDGgCIoqErOmlJKISvRlCISsjMxSwgxJUHELCoWyCAZE31AZlSOMUnOaKwICmQQYSbImUEl5oJZVS0blczGhCgp5v40VGUp/OEH9eH61ZASEGFW1fyhZJJEkYlQJWdAUBClzIyG3Ryi92GxsEyUkyoJIA5Tetz1kFNh2JAUjmaVqigNwqqtQsoAKKJIjCkzEzMTIRlWAGQtqyL4LAlSQkJuqtIYzJARQQBRYZz51d1ps7DnrakciVTX9+M0JVe6om36w7EtLaDGrup9ZuSU5N3dIWZ90jWMxLZKEh/2s4ACqDVQupJNKqvm8XTc9WNEawxVDIvKGsO7aZxDjllZ9HJlg/hJCsnGZw+Su4YMqAiIYhK53/YhaUrRIoMtTzNPw2hYa8GFRbFuDpJyKRCrikUxTinHmSwCiXrZz7Or3el+B2gzJQepcmbTLpLAaZpdZfs+poyY6bA/gTH7OZl9D4lZJZOAWtARVP1sduOUZs11ZtXGYLmuiXg6xv/8q7+T6vjV9cF1C+HCn+7TIT0+9I1z5mFMQbIP8epq0WX68uvTu/3jwlBZFwi5qmF7PEwChbFPLlb3708iFCHJVr+qh//0i7P371/dnMxmYdoMXzy74JgMkzFuPM0xYrmgbuk005vXOzQoU8qaPApaHXLSLKgcc0jHGMBF5CPKoNG55uWPLjbLfPt698Obd3HVtZfl+snm7bfXdFFuljDn7HEcj6G2JaoMlFrLMUg4+ic/6rz39Vm3v34cswqG4wGt5QIXtWjXwDD4diqI8vf3221vfcIDsS3l5bK52nSh4GH32Db29eP+bsoXbfnRRVmu2wsytBMT7b/96c2LJ6vzM7P5qBoHgUDOmXcHaSWXEtdd3RbuMKohqM7o2/+4g4ivH/eyXPUI+/mRLt0l2suuvX/niez63A4/HE1dl6umytHHvGqau9dv14vu42eLwtSHa7899bhpyMVp3uEk4zCJqrWVddY6EyQ+7o6FLTHF+34W4qYpi8oajTrku21kxsfjYVmbzXqx2x2YoSsKjVGFbu7uFl3d1M46ta4wLJb9x8+Xr2+2wzx2bVOu7DT40bvDNNWbio3bHee74zx4bCv49RdXpaNF2YTZHw7jOAJysBTOlt3Dw8igo8BuCGddvR3ifjy0RfnkfLFsXGGZALNiSJGR9/vZmU5iHP18PMWYIOWpWlaKsOyKMdJR6DBDHzOgIQBgjlkUBYg0KyBkjQIJEIkxhgRoVIEIY46IhghD8sTGliarOjKSZfYhiMQEkIUNgUoMEREssSKgaohRVY01WSTnzAhVUQCKgBIQIxIAGP4wPxXJWbISpSzj7FXmuiydtYUh1phFDZCoAomi+jCLKAKW1ojCNPvCMgAgUUxZBKy1ABCzBhFIaU5RBQqIbNUadNayYQTs+zEzcluyMRJVUzbEzBYgZU3T5BmQmLLPMfqiLpP6oFmz9rMIiORkgY0riXApSEbu+rQf07Iktrxe14fTiKAM0pRcWCbnHsfeZ6m6rgaMyRtwm8o8v+h8nEujw4RjCASI4r1XyBDSkDOUZd2BMZoU8qEfE0JM6oOOc6LoF82aiuI/Xm1j5sKBAwlhdmUVQk75Q+wD/DS72nnF/e44JSmq0om0lTWcATBSrktzOMHt+1B33DaORIghQ56NdXM2Mc8IIQ22We0mqbN5uz8hE0LmWTIZtDRP40Xb9jP86bu3F3EoapSMc+LDITCBMA5Tss42JYfkX3xy0XT86ts9TXJeFE2N7vzJzf/+P4yDFstCdbksrGJd16Y2dfAhD/Bw9If387DTwH4yLFE3ZyXwdMzkQ8pa/u3V4XEMo3BlyZgqnfB6e/rJT9e7P+wunq6qtSLhH2/vM9um4MbWFZkn50vVpHk4a+vzj87fvn7bNTT0kAAyKxIZC4/7iIBUYRI9huQqMx363/02/uM/X/z488u6Cn4YHJe/+fq7/iHXztZtZIKHd7P0+c3dbdGWTcWrDUCAtuCCdaf+y692dSaF2Bqk4OJRvPT1edWddZYxlM6ZzcalOXoXOe8fR9T3fjw7X7CzXYx1W4ygN4PEC3g1Td++2TWN6bgpG+Ij/vX6WFX0y882Teepsd3B1uOYZzggfXZV1ccjncK8nyFYZH66aHLhtyFNVTqQrpv0rGzf/JBff3/84mdXOKSL89VeJOT5iXOzt9++uv38k0tHEJVOw7RwZuOo7+e+ZO2qMBynkDfLltBIjmVZOEOENHvZHoYEDKB3j/eA4lALU0Oikx9vj2nVVh8/WV08PZtnP05jU2NUnhOdbo9V5Y77oarLy/PVlHwYp4t1Yw4+5Vy6YlE1x8HLUUEsMhYkn563d/twGKZvvnlv2Hz68qwrHRn1vU/sCoTnT1ek+TQEr7gb5GE7do2t6uLQB0NDXbmzrl4smsmnV6/v1svi0Ps0x7oylpEy7k9hjnI6eY24WRQhptN+fhw5IpY1SkoKJqpmVVE1xgSfAImJEwAqMVHISZVBQQAYSCQRc0pChApkCHLOgJg+IASQQcQyqUDMWUEsk6QMmo1BAGCHFoiUck5MBCAJUIBSigwWM5ARzSmD6gcvAAEA+hSRCECIIGaZ/YzGWAQUAAUmZkI2NMYoki06w+yjIIAxnJPmJDlLShk0SYrO2Lp1xjIAJ9EMQgiFISbTz5EMGqCmtIgEUYvCJUwtkMRElrLwfj+eHkcyhli7wqV5mmNSBa/c7+cMed0Wi6YqvcuSbzS1halKu1p1/fFUF0W9XA+zvzmc5oiEzueEjCXqWWUM5HEa2MFiVQWZlnWDMZUFbg/zYtExgiF7GHrM8WzZbven3mcAkpwbY9gRVs3rd7dPrzZtZbfHNE2RnUEBInEFWbNMyPu8F81hjCkzo7GSUOLBxzEKgxRcJ8hzTmPWCXUc8rp2FXMaY0wpEUJZJFDMAhCw5DDOZfbO6OC9JJ16Ek3TaS6caMyjJquwLKuUs0Esq3IYI+XY2fKia8qGqiTZ6MPbx/0hWzGU6IzN4Xgat4//9NnLTP0OJRXcWvroojON+3/7uo655uiJTQAAAABJRU5ErkJggg==\n", "text/plain": [""]}, "execution_count": 6, "metadata": {}, "output_type": "execute_result"}], "source": ["from PIL import Image\n", "im = Image.open(img_name)\n", "width, height = im.width // 4, im.height // 4\n", "im.resize((width, height))"]}, {"cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": ["#! pip install onnxruntime\n", "from onnxruntime import InferenceSession\n", "sess = InferenceSession(name)"]}, {"cell_type": "markdown", "metadata": {}, "source": ["Le mod\u00e8le n'accepte les images que d'une taille sp\u00e9ficique puis il faut la convertir en [numpy.array](https://numpy.org/doc/stable/reference/generated/numpy.array.html)."]}, {"cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [{"data": {"text/plain": ["('data', [1, 3, 224, 224], 'tensor(float)')"]}, "execution_count": 8, "metadata": {}, "output_type": "execute_result"}], "source": ["sess.get_inputs()[0].name, sess.get_inputs()[0].shape, sess.get_inputs()[0].type"]}, {"cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [{"data": {"text/plain": ["(224, 224, 3)"]}, "execution_count": 9, "metadata": {}, "output_type": "execute_result"}], "source": ["import numpy\n", "im224 = numpy.asarray(im.resize((224, 224)))\n", "im224.shape"]}, {"cell_type": "markdown", "metadata": {}, "source": ["Il faut transposer, ajouter une dimension et convertir en float."]}, {"cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [{"data": {"text/plain": ["((1, 3, 224, 224), dtype('float32'))"]}, "execution_count": 10, "metadata": {}, "output_type": "execute_result"}], "source": ["img = (im224.transpose((2, 0, 1))[numpy.newaxis, :, :, :] / 255).astype(numpy.float32)\n", "img.shape, img.dtype"]}, {"cell_type": "markdown", "metadata": {}, "source": ["On applique le mod\u00e8le de deep learning, il retourne des probabilit\u00e9s pour chacune des mille classes sur lesquelles il a \u00e9t\u00e9 appris."]}, {"cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [{"data": {"text/plain": ["array([-0.24502414, -1.7939606 , 2.0713477 , 0.05494323, 4.236496 ],\n", " dtype=float32)"]}, "execution_count": 11, "metadata": {}, "output_type": "execute_result"}], "source": ["res = sess.run(None, {'data': img})\n", "res[0][0, :5]"]}, {"cell_type": "markdown", "metadata": {}, "source": ["Comme ce n'est pas lisible, on pourra copier le ficher [imagenet_classes.py](https://github.com/sdpython/ensae_teaching_cs/blob/master/src/ensae_teaching_cs/data/imagenet_classes.py) pour avoir la signification de chaque classe."]}, {"cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [{"data": {"text/plain": ["OrderedDict([('lion, king of beasts, Panthera leo', 17.189928),\n", " ('white wolf, Arctic wolf, Canis lupus tundrarum', 13.258874),\n", " ('Arctic fox, white fox, Alopex lagopus', 12.038377),\n", " ('kuvasz', 11.635131),\n", " ('dingo, warrigal, warragal, Canis dingo', 11.077603),\n", " ('Samoyed, Samoyede', 11.07625),\n", " ('baboon', 10.812914),\n", " ('timber wolf, grey wolf, gray wolf, Canis lupus', 10.627019),\n", " ('Labrador retriever', 10.469205),\n", " ('golden retriever', 9.689025)])"]}, "execution_count": 12, "metadata": {}, "output_type": "execute_result"}], "source": ["from ensae_teaching_cs.data import interpret_imagenet_results\n", "cls = interpret_imagenet_results(res[0][0])\n", "cls"]}, {"cell_type": "markdown", "metadata": {}, "source": ["Ca ne marche pas trop mal."]}, {"cell_type": "markdown", "metadata": {}, "source": ["### Q2 : image et json\n", "\n", "Les donn\u00e9es sont \u00e9chang\u00e9es dans un format binaire ou texte sur internet. Il faut pouvoir tout convertir en texte. C'est \u00e9tape est appel\u00e9e [s\u00e9rialisation](https://fr.wikipedia.org/wiki/S%C3%A9rialisation). C'est ce qu'on fait pour une image"]}, {"cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [{"data": {"text/plain": ["(str, 619560)"]}, "execution_count": 13, "metadata": {}, "output_type": "execute_result"}], "source": ["import base64\n", "from io import BytesIO\n", "\n", "def image_to_str(im):\n", " buffered = BytesIO()\n", " im.save(buffered, format=\"JPEG\")\n", " img_bytes = base64.b64encode(buffered.getvalue())\n", " img_str = img_bytes.decode('utf-8')\n", " return img_str\n", "\n", "img_str = image_to_str(im)\n", "type(img_str), len(img_str)"]}, {"cell_type": "markdown", "metadata": {}, "source": ["Au format JSON, cela donne quelque chose comme cela :"]}, {"cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [{"data": {"text/plain": ["(str, 619573)"]}, "execution_count": 14, "metadata": {}, "output_type": "execute_result"}], "source": ["import json\n", "data = {'image': img_str}\n", "data_json = json.dumps(data)\n", "type(data_json), len(data_json)"]}, {"cell_type": "markdown", "metadata": {}, "source": ["Il faut \u00e9crire une fonction qui fait la manipulation inverse."]}, {"cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": ["def str_to_img_to_array(img_str):\n", " pass"]}, {"cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": []}, {"cell_type": "markdown", "metadata": {}, "source": ["### Q3 : FastAPI\n", "\n", "On s'inspire de l'exemple suivant : [FastAPI](https://fastapi.tiangolo.com/#example) qu'on adapte pour donner l'exemple qui suit qu'il faut compl\u00e9ter pour retourner les r\u00e9sultats de classification."]}, {"cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": ["#!pip install fastapi"]}, {"cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [{"name": "stdout", "output_type": "stream", "text": ["Overwriting apiapp.py\n"]}], "source": ["%%writefile apiapp.py\n", "# coding: utf-8\n", "import os\n", "import json\n", "import base64\n", "from io import BytesIO\n", "import urllib.request as ur\n", "from ensae_teaching_cs.data import interpret_imagenet_results\n", "import numpy\n", "from PIL import Image\n", "from typing import Optional\n", "from fastapi import FastAPI, HTTPException\n", "from pydantic import BaseModel\n", "from onnxruntime import InferenceSession\n", "\n", "app = FastAPI()\n", "\n", "\n", "@app.get(\"/\")\n", "def read_root():\n", " return {\"Hello\": \"World\"}\n", "\n", "\n", "def load_model():\n", " url = (\"https://github.com/onnx/models/raw/master/vision/classification/\"\n", " \"mobilenet/model/mobilenetv2-7.onnx\")\n", " name = url.split('/')[-1]\n", " if not os.path.exists(name):\n", " ur.urlretrieve(url, name)\n", " return InferenceSession(name)\n", "\n", "\n", "sess = load_model()\n", "\n", "\n", "def image_to_classification(data_json, sess):\n", " # on convertit le json en image\n", " # ...\n", " # on convertit l'image en array et on donne les dimensions attendues (224, 224)\n", " # ...\n", " # on pr\u00e9dit\n", " # ...\n", " # on retourne les 10 premi\u00e8res classes\n", " # return ...\n", " return []\n", "\n", "\n", "# Defining a custom object using Pydantic\n", "class Item(BaseModel):\n", " item_id: str\n", " image: str\n", "\n", "\n", "@app.post(\"/imgpred/{model}/\")\n", "def read_item(model: str, item: Item):\n", " if model == 'mobilenetv2':\n", " data_json = item.image\n", " try:\n", " cls = image_to_classification(data_json, sess)\n", " except Exception as e:\n", " raise HTTPException(\n", " status_code=500, detail=\"Cannot predict due to %r\" % e)\n", " return {\"item_id\": item.item_id,\n", " \"results\": [(name, float(p)) for name, p in cls.items()]}\n", " raise HTTPException(status_code=404, detail=\"Unexpected model %r.\" % model)"]}, {"cell_type": "markdown", "metadata": {}, "source": ["Ensuite, il faut ex\u00e9cuter la ligne de commande."]}, {"cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": ["# !python -m uvicorn apiapp:app"]}, {"cell_type": "markdown", "metadata": {}, "source": ["Puis ouvrir l'url : ``http://127.0.0.1:8000``. Normalement, cela affiche ``{\"Hello\":\"World\"}``.\n", "\n", "Puis l'url ``http://127.0.0.1:8000/docs``. C'est cette page de documentation que g\u00e9n\u00e8re automatiquement *FastAPI* et c'est tr\u00e8s pratique pour tester l'API depuis un navigateur."]}, {"cell_type": "markdown", "metadata": {}, "source": ["### Q4 : il faut tester l'application depuis Python maintenant\n", "\n", "Avec le module [requests](https://requests.readthedocs.io/en/master/) et faire une requ\u00eate de type POST."]}, {"cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": ["# !pip install requests"]}, {"cell_type": "markdown", "metadata": {}, "source": ["### Q5 : que manque-t-il pour faire une vraie API ?"]}, {"cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": []}, {"cell_type": "markdown", "metadata": {}, "source": ["## R\u00e9ponses"]}, {"cell_type": "markdown", "metadata": {}, "source": ["### Q1\n", "\n", "Un peu de pers\u00e9v\u00e9rance n'a jamais fait de mal."]}, {"cell_type": "markdown", "metadata": {}, "source": ["### Q2 : json"]}, {"cell_type": "code", "execution_count": 21, "metadata": {"scrolled": false}, "outputs": [{"data": {"image/png": 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\n", "text/plain": [""]}, "execution_count": 22, "metadata": {}, "output_type": "execute_result"}], "source": ["def str_to_img_to_array(img_str):\n", " # str -> bytes\n", " img_bytes = img_str.encode('utf-8')\n", " # des bytes restreint aux bytes lib\u00e9r\u00e9s\n", " enc = base64.b64decode(img_bytes)\n", " # des bytes lib\u00e9r\u00e9s \u00e0 l'image\n", " buf = BytesIO(enc)\n", " return Image.open(buf)\n", "\n", "str_to_img_to_array(img_str).resize((224,224))"]}, {"cell_type": "markdown", "metadata": {}, "source": ["M\u00eame fonction qui retourne les r\u00e9sultats de classification."]}, {"cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [{"data": {"text/plain": ["OrderedDict([('lion, king of beasts, Panthera leo', 17.197624),\n", " ('white wolf, Arctic wolf, Canis lupus tundrarum', 13.242195),\n", " ('Arctic fox, white fox, Alopex lagopus', 11.990342),\n", " ('kuvasz', 11.614188),\n", " ('dingo, warrigal, warragal, Canis dingo', 11.113769),\n", " ('Samoyed, Samoyede', 11.025541),\n", " ('baboon', 10.8266325),\n", " ('timber wolf, grey wolf, gray wolf, Canis lupus', 10.669683),\n", " ('Labrador retriever', 10.519667),\n", " ('golden retriever', 9.731443)])"]}, "execution_count": 23, "metadata": {}, "output_type": "execute_result"}], "source": ["def image_to_classification(img_str, sess):\n", " # on convertit le json en image\n", " im = str_to_img_to_array(img_str)\n", " # on convertit l'image en array et on donne les dimensions attendues\n", " img = numpy.asarray(im.resize((224, 224)))\n", " im224 = numpy.asarray(im.resize((224, 224)))\n", " img = (im224.transpose((2, 0, 1))[numpy.newaxis, :, :, :] / 255).astype(numpy.float32)\n", " # on pr\u00e9dit\n", " res = sess.run(None, {'data': img})\n", " # on retourne les 10 premi\u00e8res classes\n", " return interpret_imagenet_results(res[0][0])\n", "\n", "image_to_classification(img_str, sess)"]}, {"cell_type": "markdown", "metadata": {}, "source": ["### Q3 : fichier modifi\u00e9"]}, {"cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [{"name": "stdout", "output_type": "stream", "text": ["Overwriting apiapp.py\n"]}], "source": ["%%writefile apiapp.py\n", "# coding: utf-8\n", "import os\n", "import json\n", "import base64\n", "from io import BytesIO\n", "import urllib.request as ur\n", "from imagenet_classes import interpret_imagenet_results\n", "import numpy\n", "from PIL import Image\n", "from typing import Optional\n", "from fastapi import FastAPI, HTTPException\n", "from pydantic import BaseModel\n", "from onnxruntime import InferenceSession\n", "\n", "\n", "def load_model():\n", " url = (\"https://github.com/onnx/models/raw/master/vision/classification/\"\n", " \"mobilenet/model/mobilenetv2-7.onnx\")\n", " name = url.split('/')[-1]\n", " if not os.path.exists(name):\n", " ur.urlretrieve(url, name)\n", " return InferenceSession(name)\n", "\n", "\n", "def str_to_img_to_array(img):\n", " # str -> bytes\n", " img_bytes = img.encode('utf-8')\n", " # des bytes restreint aux bytes lib\u00e9r\u00e9s\n", " enc = base64.b64decode(img_bytes)\n", " # des bytes lib\u00e9r\u00e9s \u00e0 l'image\n", " buf = BytesIO(enc)\n", " return Image.open(buf)\n", "\n", "\n", "def image_to_classification(img_str, sess):\n", " # on convertit le json en image\n", " im = str_to_img_to_array(img_str)\n", " # on convertit l'image en array et on donne les dimensions attendues\n", " img = numpy.asarray(im.resize((224, 224)))\n", " im224 = numpy.asarray(im.resize((224, 224)))\n", " img = (im224.transpose((2, 0, 1))[numpy.newaxis, :, :, :] / 255).astype(numpy.float32)\n", " # on pr\u00e9dit\n", " res = sess.run(None, {'data': img})\n", " # on retourne les 10 premi\u00e8res classes\n", " return interpret_imagenet_results(res[0][0])\n", "\n", "\n", "sess = load_model()\n", "app = FastAPI()\n", "\n", "\n", "@app.get(\"/\")\n", "def read_root():\n", " return {\"Hello\": \"World\"}\n", "\n", "\n", "# Defining a custom object using Pydantic\n", "class Item(BaseModel):\n", " item_id: str\n", " image: str\n", "\n", "\n", "@app.post(\"/imgpred/{model}/\")\n", "def read_item(model: str, item: Item):\n", " if model == 'mobilenetv2':\n", " img_str = item.image\n", " try:\n", " cls = image_to_classification(img_str, sess)\n", " except Exception as e:\n", " raise HTTPException(\n", " status_code=500, detail=\"Cannot predict due to %r\" % e)\n", " return {\"item_id\": item.item_id,\n", " \"results\": [(name, float(p)) for name, p in cls.items()]}\n", " raise HTTPException(status_code=404, detail=\"Unexpected model %r.\" % model)"]}, {"cell_type": "markdown", "metadata": {}, "source": ["Ensuite il faut ex\u00e9cuter la ligne de commande : ``python -m uvicorn apiapp:app``.\n", " \n", "Puis aller \u00e0 l'adresse suivante : ``http://127.0.0.1:8000/``.\n", "\n", "Le message ``{\"Hello\": \"World\"}`` doit appara\u00eetre sur l'\u00e9cran.\n", "\n", "Ensuite, il faut aller \u00e0 l'adresse : ``http://127.0.0.1:8000/docs`` qui cr\u00e9e automatiquement une documentation g\u00e9n\u00e9r\u00e9e pour ce site web en local."]}, {"cell_type": "markdown", "metadata": {}, "source": ["### Q4 : utiliser l'API REST\n", "\n", "Python propose des outils pour utiliser l'API REST."]}, {"cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [{"name": "stdout", "output_type": "stream", "text": [" {\"Hello\":\"World\"}\n"]}], "source": ["import requests\n", "class ReqError:\n", " def __init__(self, e):\n", " self.e = e\n", " @property\n", " def text(self):\n", " return str(self.e)\n", " def json(self):\n", " return str(self.e)\n", "try:\n", " r = requests.get('http://127.0.0.1:8000/')\n", "except Exception as e:\n", " r = ReqError(e)\n", "print(r, r.text)"]}, {"cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [{"name": "stdout", "output_type": "stream", "text": [" \n", " \n", " \n", " \n", " \n", " \n", " FastAPI - Swagger UI\n", " \n", " \n", "
\n", "
\n", " \n", " \n", " \n", " \n", " \n", " \n"]}], "source": ["from IPython.display import HTML\n", "try:\n", " r = requests.get('http://127.0.0.1:8000/docs')\n", "except Exception as e:\n", " r = ReqError(e)\n", "print(r, r.text)"]}, {"cell_type": "code", "execution_count": 26, "metadata": {"scrolled": false}, "outputs": [{"data": {"text/plain": ["{'item_id': 'Okonjima_Lioness.jpg',\n", " 'results': [['lion, king of beasts, Panthera leo', 16.449743270874023],\n", " ['white wolf, Arctic wolf, Canis lupus tundrarum', 12.503802299499512],\n", " ['Arctic fox, white fox, Alopex lagopus', 11.861382484436035],\n", " ['kuvasz', 11.585062026977539],\n", " ['dingo, warrigal, warragal, Canis dingo', 10.82335090637207],\n", " ['Samoyed, Samoyede', 10.261394500732422],\n", " ['baboon', 10.105708122253418],\n", " ['Arabian camel, dromedary, Camelus dromedarius', 9.99837875366211],\n", " ['timber wolf, grey wolf, gray wolf, Canis lupus', 9.871463775634766],\n", " ['tusker', 9.716681480407715]]}"]}, "execution_count": 27, "metadata": {}, "output_type": "execute_result"}], "source": ["def query_data(img_id, img):\n", " width, height = img.width // 8, img.height // 8\n", " img = img.resize((width, height))\n", " buffered = BytesIO()\n", " img.save(buffered, format=\"JPEG\")\n", " img_bytes = base64.b64encode(buffered.getvalue())\n", " img_str = img_bytes.decode('utf-8')\n", " return {'item_id': img_id, 'image': img_str}\n", "\n", "\n", "def query(img_id, img):\n", " data = query_data(img_id, img)\n", " try:\n", " return requests.post('http://127.0.0.1:8000/imgpred/mobilenetv2/',\n", " data=json.dumps(data))\n", " except Exception as e:\n", " return ReqError(e)\n", "\n", "\n", "res = query(img_name, Image.open(img_name))\n", "res.json()"]}, {"cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [], "source": ["# !curl -X POST \"http://127.0.0.1:8000/imgpred/mobilenetv2/\" -H \"accept: application/json\" -H \"Content-Type: application/json\" -d \"{\\\"item_id\\\":\\\"Okonjima_Lioness.jpg\\\",\\\"image\\\":\\\"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\\\"}\""]}, {"cell_type": "markdown", "metadata": {}, "source": ["### Q5 : faire une vraie API ?\n", "\n", "Ce que les API ont en plus, c'est :\n", "\n", "* Une API qui requiert de s'authentifier pour pouvoir l'utiliser. L'id\u00e9e est de savoir qui s'en sert, pour soit la prot\u00e9ger contre des acc\u00e8s excessifs ou en faire payer l'usage\n", "* Le protocole utilis\u00e9 ici est *http* mais il est pr\u00e9f\u00e9rable d'utiliser *https* pour *Secure HTTP*. La conversion entre le client et le serveur est crypt\u00e9e. Personne sur le chemin ne pourra en lire le contenu (il est rare que deux machines soient connect\u00e9e en direct, les requ\u00eates peuvent passer par une machine qui g\u00e8re l'acc\u00e8s \u00e0 un intranet...\n", "* Il faut ouvrir le [firewall](https://fr.wikipedia.org/wiki/Pare-feu_(informatique)) et autoriser la machine \u00e0 recevoir des informations via le port de l'application. Le pare-feu contr\u00f4le ce qui entre et sort via le r\u00e9seau.\n", "\n", "\n", "Si le trafic est cons\u00e9quent, il faudra peut-\u00eatre penser \u00e0 r\u00e9partir le trafic sur plusieurs machines [\u00c9quilibrage de charge des serveurs Web](https://fr.wikipedia.org/wiki/%C3%89quilibrage_de_charge_des_serveurs_Web)."]}, {"cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [], "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": "3.7.2"}}, "nbformat": 4, "nbformat_minor": 2}