# Default reference application

Source: [https://docs.qualcomm.com/doc/80-70014-15B/topic/default-reference-app.html](https://docs.qualcomm.com/doc/80-70014-15B/topic/default-reference-app.html)

The *gst-ai-classification* sample application demonstrates the capability of
        hardware to perform classification on a live camera stream. The pipeline receives the live
        camera feed, performs preprocessing, conducts inference on AI hardware, and displays the
        results on the screen.

![](data:image/png;base64,UklGRvAKAQBXRUJQVlA4WAoAAAAQAAAA7BIA9QUAQUxQSE4BAAABD9D/iAgoaNuGGZPxRzkO1xH9z+qtDP7zn//85z//+c9//vOf//znP//5z3/+85///Oc///nPf/7zn//85z//+c9//vOf//znP//5z3/+85///Oc///nPf/7zn//85z//+c9//vOf//znP//5z3/+85///Oc///nPf/7zn//85z//+c9//vOf//znP//5z3/+85///Oc///nPf/7zn//85z//+c9//vOf//znP//5z3/+85///Oc///nPf/7zn//85z//+c9//vOf//znP//5z3/+85///Oc///nPf/7zn//85z//+c9//vOf//znP//5z3/+85///Oc///nPf/7zn//85z//+c9//vOf//znP//5z3/+85///Oc///nPf/7zn//85z//+c9//vOf//znP//5z3/+85///Oc///nPf/7zn//85z//+c9//n+1VlA4IHwJAQCQzQqdASrtEvYFPwGAuFerJ7+joRN46/AgCWlu+8IqdpMwHUL9hMk4LueZZ8fWv+F4U9FMhs//Z5/S7s2Sfe/8v/Q/nl7/3OflFF5/o9u3u3/i8szoX9K+07/mfsd70/6b/o/YE/u/lufuB71f79/5/UH/YP+F6sP/V/d/3q/3f1Hv7X/zvXG9YT0ZOmb/rP/m9NPVUPKH+I/wX7U/AL5F+6f77/Aftn6X/kH2D+6/vP7s8pn1fwi/ln4i/of472l/2/+v/1f5Qekv0M/6f9D7BH5X/VP9n/hvyW9ZPZ48V/0/QF9yPuP/m/z3+i9mv6//4f7D1V/dv+F7APfi+Dt+Z/7/sC/yH/Rftz7uv+v/+vND+mf9H2If6P/mv/1/s+0t+f///+IwMe2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqouh7W8y1HDdJBKwvdplxw3SQSsL3aZccN0kErC92mXHDdJBKwvdplxw3SQSsL3aZccN0kErC92mXHDdJBKwvdplxw3SQSsL3aZccN0kErC92mXHDdJBKwvdplxw3SQSsL3aZccN0kErC92mXHDdJBKwvdplxw3SQSsL3aZccN0kErC92mXHDdJBKwvdplxw3SQSsL3aZccN0kErC92mXHDdJBKwU3zhjmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVFXR/UdQ3SQSsL3aZccN0kErC92mXHDdJBKwvdplxw3SQSsL3aZccN0kErC92mXHDdJBKwvdplxw3SQSsL3aZccN0kErC92mXHDdJBKwvdplxw3SQSsL3aZccN0kErC92mXHDdJBKwvdplxw3SQSsL3aZccN0kErC92mXHDdJBKwvdplxw3SQSsL3aZccN0kErC92mXHDdJBKwvdplxw3SQSsL1zAg9RffeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKN/wqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1SwqcCT+QCKb9+Iu2Z94c1hWvyAqfy8nszCKwrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AKQ6/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3dCmNdAN5Ry0jJq/qnvWEH1Uwl2beEDL6Zv1r7egQBGn99S+OKzdx/8oMMFSBsGha7p22VFtryFG15o5kdZiA8spp/8bNDuk4CmiWQjcNuJyqi7Zn3hzVSbJMz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfiWLMGFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvCvwKYuAwGtRx/rQER1fdmJjt4VqtFo9b2mK6oB8p4bIpKhD5Ej4Ms0oa1EOZx1AY2Ut69tCnS1ubBkmCKZZDaVJxOofb2IRj519JgKLKpqO2KDbVRdsz7w5qlj4JAzF40kYDT4r2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWtsE0mDCqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn2gTZIaMEFWRI76bu8xgjZNbom4OVacC9fWp6gbLzIfAG+uhx1jILKvGyDWF8DgUTh2oO65WpNdsyml5Wc7/8rC92mXF7AyJEBtMuCwvdplxw3SQSsEzOlX1g7T7C92mXHDdJBKwvdplxw3SQSsL3aZZcKwrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8LZQf3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqj9Zo89PYW5aaTeHFGnB+//Kwvdplxw3R/M6N3aZccN0kErB5UhPEkxHAjZ0rC92mXHDdJBKwvdplxw3SQSsL13xo/ukCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5mFIFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7ZnrlB/eHNYVr8gKqK0V6eU2dzjSffdfVSky0+LY/RZgwqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWVizBhVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w4tIDmsK1+QFVF2zLCTJRq6/ICqi7Zn3hzMGUgOawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+0l/7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBU/slVF2zPvDmsK186HW2Hwf3hzWFa/ICqgEiyVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX4+MxBhVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5mFIFa/ICqi7Zn3hbKDsKvhVRdsz7w5rCsqxUgVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHMwpArX5AVUXbM+8OawrX5AVUXbMpQu/wZIJWF7tMuOG6SCVhe7TLjhukglYXu0y44bpIJWF7tMuOG6SCVhe7TLjhukgkwDr9oFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7ZlhJmfeHNYVr8gKqAWiyCBfkBVRdsz7w5qpNkmZ94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqoukCi7Zn3hzWFa/ICqi7Zn3hzWFa2IAhPKTLT4wzypSZafGGeVKTLT4wzypSZafGGeVKRVSBWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z65Qf3hzWFa/ICqitFenl/5AVUXbM+8OawK0rhWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hbKD+8OawrX5AVUXbM+8OawrX5AKRxvvDmsK1+QFVF2zPvDmsK1+QFVF2zLCTM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AKQ6/ICqi7Zn3hzVSuEwsVaZ94c1hWvyAo3VDr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYUZSBWvyAqou2Z94c1hWvyAqou2ZYVfCqi7Zn3hzWFa/ICqi7Zn3hzWFa/HxmIMKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHMwpArX5AVUXbM+8LZQdhV8KqLtmfeHNYVlWKkCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5mFIFa/ICqi7Zn3hzWFa/ICqi7ZlhV8KqLtmfeHNYVr8gKqLtmfeHNYVr8fGYgwqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94czCkCtfkBVRdsz7wtlB2FXwqou2Z94c1hWVYqQK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmYUgVr8gKqLtmfeHNYVr8gKqLtmWFXwqou2Z94c1hWvyAqou2Z94c1hWvx8ZiDCqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzMKQK1+QFVF2zPvC2UHYVfCqi7Zn3hzWFZVipArX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbMpQ1OOtGq3BidYQCil0OlA1nalrCAVUXbM+0l/7w5rAYF4WdRYP+kTraC7wMKqLtmeoH12Z94Wy/8gKqLtmfdxuHkfxDfuvyAqou2Z94c1hWVizBhU9vN6Q5p+cbKHxm7n+6vyxF9gAsrYNlFMsoBXgXhZ01T1bM+8OawrX5AVUXbM+8LZQf3hzWFa/ICqitFenl/5AVUXbM+8OawK0rhWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqirbmiBLQVPd1lJv6Q9CvxUpYMPA9D+sOyuE1U+H5u9tu9XxUr4QRawium1C2dAyP+3Fse9izYzp837BRpV9946YWO/RYxofUyXQ2ib5M4X6vM0NalRZIvkUCbaD06dKahVZyo+yMfvnFBoECzr0tdfkBVQC0XZn2dzvmAi0IPX6pxO/z2U1N+Q6wko67CNQlRpDXOJpF3oDibSsEWZJYBKQwAnmRsXvywsEG+UinrlMgiK/RVj2U+UJDaZTCU950GH87DaI6x3caUWhHHNyzGssHAnkqu1ccWtyEdFW7QL7k5oijSj60rx89MsyUTKujukKrrDWyW95EsfosxO5SgsHChOYRMLFWmfeHNYDAvfkuwm7Pi1BtDviCPw6tZvBl7it0KHvjajnyY9rh0dXL+DbzJ2GO2tkxZlLpSwV0sPrPtf694lB5Nvw+43uN9WTswisK1+QFT+yVT9QTLxiHL3IIyy/NJX0c9OeDc/Xv41foTMEWUE7+x64O5g84LbD7ivjdEKb3YjgGXjEKW4zv3t6eU3XXGzEQIFZcyhEirfqrTgFrFZPPiGr/+yl39Jznyms1XuOX4GlENTrdSL8tozecPf5FwldG4f+P+/YKXD+9WOHJSupe2Cf7AP5ZZ9t3ct1NIvoNFoE5mLvHEOvyAqou2Z94c1hWvyAUh1+QFVF2zPvDmqlcJhYq0z7w5rCtfkBRuqHX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM9WU7b3J/B+zwFdiXy8wsd9jbtA2Tsn4Bjoxa4gdnWKqeY9qfR1tSLSzQ3EoxFsIAuRRkxJfFfdh0yEPgXnHd84KNvEi+xNmfeHNVK4VhWtckLZPxAg0ULEyWnnc0W1bLk0itvnCwcvlg47kiDlpewmrFFV29aRhCPLl06QVTmvyyJr6xT8UgtswlHUD4etOUKEdir7sNeC4kfFo3P6CEXMFf9yqg2R1newuKGt/FK75AKRxvvDmsK1sVjnVTuqRtYIFI8ZszbYLtGYLz1i8X7/xZKqq/XQPmoK8A3WIDgyjWeOhO9pVyDb5zLngN1boFNV7h6xwrgC7HfuXorCKwrX5AVUAtF2R+/CfTKg4miCSsWUkUrwgqT9dj26K9ErGUib6MtSjQne08PSWKqqVfhiPIvtHFXXAuAVATEQmMZQHtRaQsfDYsu1u+f2Fk3eg84I9ID24NfONsYx+WunPB7I6iOFhBDLu3UGQSex8aGazlgWc85/8OHN1WOPDMOSn52FgvRMspBQ4fyuusIK9mfeHNYVr8gKqLtmfaS/94c1hWvyAqoukCitGrr8gKqLtmfeHMwZSA5qqrLE9EoLz3sGw4bpIJWF7tMuOG6SCVhe7P8iWH/TjT8xliS1+QFVF2zPvDmsK1+QFF4NUL6wNMetmaNW/7+tCDQCivydLf9oEU5za48sRCVBmso6+Elvp0QihxJUmOCe7uTFzZdmCSqTWtgoHFqXfJdUmDCqgFouzPs/tz9hOycDLLUXI7tMCSKALjn1F2TJA1lAcGowl/qElW3g9PCiFmWuffl9oRiUpx7jYIGeHMkM6FLqFypSsb4XVAI0bTyjnGTOHZEwiJlakP5mqXlZd2l2ZYVfCqi7Zn2ftA8qdpf8vE2OJJeszf+cxIQtbbUIRwbbC1zMlxPlmhHzHaQtYNmj/DaDABPmmKe+SQoyQw7vZUP254RJ6O+M/MayDAUIfeEPsODt0r0uzPvDmsKMpArWv6BUj2hNYkGPEA/M7Br3VggzkU5HIVA7VZeATrsNZwkCmq549BsyPMa+wt2S/5lBOdSB7L/wLmhTzHfRZaeeDRqFJajcTZIBtAc1hWvyAqou2Z94c1gWCaTBhVRdsz7w5mFIBYfB/eHNYVr8gKqASLJVRVq68HVxP+yfSQSsL3aZccN0kErC92mUKdJskdhsX9QL8gKqLtmfeHNYVr8gKqLol9maq/7BM8+nGbrX0obl9sou2Z9pL/3hzVOHw6JJ81KhkeasQWkusSG1rM+7oVfCqi7Zn3jR9qIRpn76hVOOaialeVhWvyAqou08oP7xyU+EdbytoDQncwiloMowisK1+QFVF2zPvDmsK1tgmkwYVUXbM+8OZhSAWHwf3hzWFa/ICqgEiyVUVfXkmdYfNHDClnc40n33X03mv6ctkVkqou2Z94c1hWvyAqou2Z9+By1+QFVF2zPvDmsK186HX5AVUfVmfeHNYVr8gKqLtmfd0KvhVRdsz7w5rCtfkBVRdsz7w5rCtfj4zEGFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmYUcxzc/RZrCxQztch6zsXbKoWdCRq0WcLG8PLVR207IXliJe/S6Rb/sJ2+bKzeWusNRDuyP+CkZJwSje9U/AdpnQxqgAYixiflayznvhcysGR8szy5W+2KijHwPebnT3uW2aLjLHfsown+qvAe7Xy1yT4FS8MmBQf3dAf/d6BhVRdsz7SXEauvyAqou2Z94c1hWvyASmDTmtplxw3SQSsL3aZccN0kErC92mXHDdJBKwvdplxdc0QFSXn54r2ZU2Ta/xw4bpIJWF7tMuOG6SCVhe7TLjhukglYXu0y44boARW0CuEwsVF7E0OqzoUikUikUikUikUikUikUikUikUikUikUikUikUikUikUikUikUikUikUiTpxFT1hJkcy697Kznf/lYXu0y44bpIJWF7tMuOG6SCVhe7TLjhukfDvwOnCDCqi7Zn3hzWFa/ICp/YBdndtksfXEVkFVNfW1+rf0mG3vRGnxExI7UfkvPMP6yNoEOH3U3Hm8etdhKWprsXQr8ByvP7LGPhNfL+bed+kG2OhzJNwi9+lffw14tC3dx7AnIFw3OSIYxSd8tGLaMxJUKgUbhn+gEzRiHw9NRkOtsPTUCMkg12nHeYnKlAQCuYAzsgWT6JvP6YmoYMV0Y9HmTJ4MNMFu8wh6IDoXj9o1YOcvbgfN3PpJY7Eb8Wx/k30GGTNUT66CUV4oRVOaikdbO/Q95tM2Xe8AZfwXnm/T0TKWhEO7Ax8+3/CqgEiXk9mYRWFa/HxlnD4P7w5rCtfkBVRdsz7wtnSzucaT77r6qUmWnxhnlSkyx/9CZSBWVjM77r6qUmWnxhnlSky0+MM8cdv+CkcaxC0wssdm0PqojTPHCg3HrUWTbyvRa9QSGODmmsey4glvA44uJq+FNbjFTJZ0Pd4YY7BMsaZAW0QXmyN9i95lGoCCqp6wkyUauvyAqou2Z94c1hWvyAUh1+QFVF2zPvDmsK1+PjLGADgWe94lRYnk1UpLqTOKMX2T8okpFuYI+Pgtvbw62TJL/0gUOilz9RFrPIEY62G+GZ+JQ8/B10wGGCgOqWt3pZ6ybKwmZvGjbksk+1r2fh2KL8CyC0pTgE/DV8JDrbD1LIkTQQCKhn4yOvP0sCCyz14Lx32lYE0sCvM7tR0k11LXZz5X4JGoPWsrR5s3+r0Wgqf5rc5BwsQx7jMwYy1LAs6R0Q0TM/faEGOw8UN67svgG2PJFkqorP+RcCBArX5AVUAsZd6BhVRdsz7wwdINe29Ro8We4CHICqitFezPvDmsK1+QFVF2zPtIx4y0XZKNXX5AVUXbM+8OawrX4+L9FlZHGsQk/E1gfHj+0J2QIC+QR7S2jYGWqX0Rv5mi6io85mq3c0x1deV2Ld5AL9t5If2+2TUH1rQrlfKxoi2I1gvpUn8piDY7CCAVy1OxKQ1P0dvRfhNDhyUYo1LDq3CMVdN3wLXPyCwtxOmFmkb2hTgORY4Haofr4om7osSpff2863PSFfVOoeCm+7hOgQfXizPPNabd6fVNBbYJl8nszCKwrX5AVUXbM+8OZhSBWvyAqou2Z94c1hWtsEefz+Bl2WEUc1TSK0mFaRgcJMlGruQ96yaDHH3hzZtwjzmcE0l/rEymkXZn3hzWFGT4sVaZ94c1hWSN70H///a9AANsZvf/u9AwqoBaLsz7w5rCtfkBVRdsz1wPgZiDBSON94c1hWvyAqou2Z94WwPko4IHTBlNJUCvdGxrvAiMUHZ8ZaBUOcd0JKLalm+1TdoLJnJSClB+4yFidBVilAMg+70OQQH17WExxPQULlawIQiBd35kUrUJreyTB4mj90OD8x3EZBxamAb8QnkbF7KT+VYjpDULt2EoZXVJ0gC97DSZ9ISjSJyTmY/GO+sRJauzVEAgqUqYWQ62w+D+8OawrX5AVUXbM+8LZKNK8B4aDdB6ZXwLFPS2KT8UNdhxzQ6I3gVM7oW7HfqvXzQC1qJa2e3uUd2PDIxKEfc55z6AY+lzxzzGd7KMy6/cIHvpWoW+8OLRj6l63mnM7Hn01jA8Adk8JnCwph1r8gKn9ko4H9D7zVE4mhj6GcycmOrgOu4VNTjwBmloBCbGRrLPG9A5kKaS/1ipArW1pNlXwqou2Z94WyVfegYVUXbJdJbRHaxnJ5801lgOz+vyHZhV+Q2VfCqi6QKLtmfeHNYVr8gKqLtmWBBQivZlhV8KqLtmfeHNYVr8gKqASLJRwQOmDMZaRs7bTctSwDdNCPJxjZItq+U9OC0reJPJvZPzZq3UH6pDN83LFjadEwWosaz2ZPTbFZzJndLyHX+SmbXuajz53WjwkGjlQpAZ92WxJYObjYjDGfVNBbYJl8nszCKwrX5AVUXbM+8OZhPYO3SvP8tCw9KuuaKHiBL182W22amWkncmH4XsrWQb9b2MAskh7FPmNwnfb2nBYHSpq1YX2jXfNG3n2FJN+HXNGX40lLypZvR5gsNHRbgBCHEW6d+5ZDy7BjovPFn2LvA3OLoVEAD95Kf5LyYCqyO9NoFa+dCThVF1boZWQ6HdT9Whduaz87m5iZbw6Id/7SIE+F7/qfkiByFpm+urYKn7YCQMSYCwou2Z65QD0v2aiegjGLE2phXSaAIxy6OiWRBAClV4k8/16/q32bCvMz3QLJZUG7ib/U0xU/LYhHQPDhjfXQ6MFg1j4ufqkwWL2qq+A9/+VhetAN4QWxRL8Xthel3vo93jYAZmEVhWvx8ZZw+D+8OapYPwuD9on/8T0GLXMKeTl7w8C14swR7Ts3bPisVaZ6gVbyUAgtw/8zd6kYBvUkCkNaywrX5AVUXbM+8OaqTZFAou08v16hQmzgq5bWokmDCqi7Zn3cjooEEkrzCKqTZJkozIU1MQYVVuXycnQXJpnmMprgDpzoGiaqxe5a+PdNyCDh/m/sL3pyYRk0mEHH8qdqe6JftxvX9rRG7Ix6okcLI3L9KNtCqjN6n07JJsDS5LIKPUOpo4QCqi7Znqf15rmEVUrHzE2J42UBhuc0JTDIZohI+epiRktpHj+iDEd3y3YxKEfbjRgQyrHUQ/geb7Wg+LKzYxv4C4C/OdUvfKecnEVabsjXcvPqFWgzFVM2kgcsIEfauGcUjbE+czpKREoGAEzBNP4VUAsVOhF6gseHpbdXuyvCmGx6SnQ4XaZ3/5C6+I+oALKRnmAF0JKOX0ijSjm3yFkheo4gBNJpMGFVFV6m7VJyJZhmuYeISvcjQ4yTWaVxvozp6jakDwt3qPHCFrK0Gp8TVfo2K3h3hRR71YfElqUe8lAdSm0b3kCNFYnJ+3x2qksgzK4VbCdP9ZK/eWwBArW1m7cZsFtMuOGTSIjssrdtsVwMLXiUH94c1hWvxLD+T2ZhFYUT35riRvZycH4CX+dBOc7hFzEtGDWS3myIZD/vizl1+eE9Mh527TLjhjG5pdJ/wdf2CO8XdqZFHN1GBFyIIAbv7tp9pTf0s6kvdgXrjhQfRYtiRamJ1ACscqrejJFv5T7PtyPN64Mjy21NmphKKsqAbmFtpA45If5w5z82ctK93/1aSckUNkIEIxpaaj9108QGvsHcDKRz4vcrWUqJKT+bADOE8ui61exft/TjAfIPGpG8pw9EsEGB2Wg9k1m4NDeO43FRe7ixt0sk6pJJbBWSCTpwvsfmNH8B5MlWyJepH/VpuS5kgyP/V2OhJ8FrS1YDhg+iwHalqdhXrrxcBbnmU7iuVfNAe6VOcyZ+X3XMXYy6MgRPMg0RHXP8kZdu7khBMhR3VJCEJESkwNMj7BxRsyKwJzHoZLhYVdQi0RFzA1KHBf2o7q0/AoD8Vk0wBu+7ik4PE6V5VRGjVlrcx5i3vqOcDpgTyFesrM2ZLiAcOd/5gBu8c30W8yUZtJAKLbLpzMr3AKnjfU6G11Ohko8z0FKhrMAAGEQVtkoJZHnjvAYzSX3YGiE5yoqNcAFLYDkVnp2uBOGvFo92+UbYijj+sIB1igmx/DDv88n68yg/dm6Vg7iNzfH4QG7fvX1YXj8NZYiWW512H59hg4u5rP+vKuZ4gKtVyJEhWVHMYA+ENMbSzqijJTPqiNEe0tMuOG6Bx5zFpnPH+rrZ1/UMH8fQExrCHAH9tDgAR4fF+54smxF5GyyCcxb3xhZgKeiT87M5QLk5rv53LSdH04glTISWBmNSJVulP3BJdRfkEjFp7e2N8obMEir/F0aY4KSzQxjVOZOPrGrkurlI3li/qtFDPIfLIarRquf3aICn52LUhxSULZUDC3eu6DMMp8OlYFDCzxp8oadwCf7E8d1nsfxbnBMdiURdaSuuHTLyPzwxZWiejhO8oRzHTDQBMA+Z0NFhsS/DbRryCOEH6H4nUeLfRPaABcNl+W/XbL/a52nGiSUXAYr6WsAS/ZWgRp4emZyXmu9kahD+8OawH8kWW0Ig++T4JG4bjerrTd6zJE57WbaZiSH17Txt9mDCjdUOvx8X5ipArX5AVUXaeSr70DCqirOCs8vyBCztxqqBjcbrASRNYK18COCp4A8qTGS5swH6fAJS2mXHDGld+Wzk9KgFZL4aaNYUZtXBZSTbL49utYEHIdjTgClY1sHDHBE/io9+sqtgU9A6XML+yqGMjSclDHXYi0ZoZKvVwv5FcxTBVXcRj/Ieoig/1j/ZXjUXamyalTHVaZmSiiZQzjoQTT+qzxZBBzjxIYwRuVx22ZOaIL0L1fS8yuaAHLXHoyiLJhtA+lYPLQYpOIyOVzwBx5OAYIYHcQX/VrDfW1CAvAuNV73D3AoqbeO61nICKpbqzIeNTUar4ejCajEDh4KyJLutAdFA5DARl04GflUWYSMFKgeRKwL6Donid5/WHZRZXCpxmDnf3PLxbMmwD9KdsLr4XEPxrsBgvqWgMnN65pWgG7/yeTwcJxJN9O2N/8+FaT9OYbQEAT4Xek5yH9kEtOBpHTtX/Zgj27emgdgF4FXGFI0+OPICQ2gxaEraW2VjBiTYYQ+zeWh1ov7nV2dILqL/5gHOSqX8c+Nn8mw2mNqeqGaCyQNRIWSVVqfxQxR7djYOMCCxLCNOF9cg3tGGh00kDX+hkXe34i3UIU97UYxsTW+uA8cuapRev+vDSJUfUMoe1Wbc2bp6d8VwkQAPsfB9hGNneBMletu2nizydv15hvNp7NeaOh4jpp2pqH+oZ3IKnEL1eHjVumCvi08ojSBThEPS7enxXNhgvoeX8hh6GSADkBWly16FDxb2uYDyIar6bCUDcFq1zmq6TLXekL1sF0eww2suOg7fDt0h11OKBYdsRiiHn4sTJk4AQYpve9/JxEEsbDZIxLvLd0TyH9KRCYWAbVLvnOQCY6OTS9K0a8SpCSDE+5k67fxFFPyc0E2RpHiLCtfkBU9kwPGkHzNDdhCH9mVyCUI+bQFv/X5AUW6T6dcVd+ukoVEWgLnkWzNkn/aLsywH/2i7M+8OawrKw/k9mYRWBGefzwtGOIccFbxMg+CZRtV4gzAWt8Vj5dTTuten1Jp3tC5/3egYVUAtTu5Umk/8DDXXWpIGlUtItPjsgCPLIYEq6EYCejBTlFrlwcddnj89t1rMrOU+queOSq4iQmh0P0wsGnSUtiJabvDFj8TNTSLJVRdIICYF1WQwPDo7Do8tYvuVTpt3ti/YK3vsYriyfHN3NIpxTvpNHV+4Gjd7MtbqDqDZw36wjaF5gGtaCaFd5YTAuEG9HyRZKOCCy4MxlpnpZlLnyrBj3CDLG/8EBxOd10HwkZRC60fVi0X0MWBCxmJNGMQP0UoTQU80lwjuONLCF+FT9gQsvMkYGW6qKLqke85bwXuezpkb5fPtr8Rn1TQW2CZfFdPcRb4QJWAaqXQTE7YnHVMBv/Vr0p7a3J9sN+LKn2pDPqMiIginOFupclMNxwoshlTiyHBcDAPTKCieBjYuSjg5EN7DNqBZwTSYMKrA5kKwrX5BHmSUGZRPUhTuaqq/BtUG9YPCAjvhJn1mlcAbR3eBHDo0081IVb6lDM0Kyd5IRJ+HMOeWxYoImcfhb0Rhjwvpu5VVikrRC0bcFCN6rR9CniFCPuXLboe8scpYUg49JyXUHRH3muxi5jC1nKiksHDvmoJ4sEc3RXO1hfEI39KDsJJW7mjZjRlffI6ZZAiEsjWR6jmLXTTLQD3CQ4bv5R+c3E6Y1oPVz7B7CJxjkR3AX+yxj8drpHWmow6xdEjcP2Of/wagqiideHbpmowkhGk2ynB9YAm53GYG+ZcSBnrgfJVRWf8bk4C++gW7/8rC92mXHDdJBKwvdnrX6+/6NXX5AVUBIEvOAV/cp5NayqYcFx0Utq2US+gt+Zp8AqorRXsz94YP1+v6+qlCh5D3rPv0WYMKOCCBW48s60I0ambXb0rg1DnkJmc/7RZBAts36RRWFiPLxkBjcSWlWAXlYpfSNByz0IuI0UXROeyWceUHYSZn4AVyz6uiZOtf52XQ8Aapu01u/pAxRfQoXOqbAldlFnVBv+WNLpJ1pU748tQ5G3SqLtmfeHMwriI9+Qe2W7fx0iT5xFRdtSJFrsaPzn7A14TCJx3e9hoPSkUGeI/OWpYC99U08iS2Ys57DQze0OcPyyXBvcLiFHQOvR5nv2KDZZYDoeCt+XZhaA+ZALo4Ktb0lB/+52M3QusWEMUgFgj2RZ8YgBeGkV4ZXSt2a+lxQCx5ZNplfrID/kxb3F9mIMQIWMIL98Eo4AEDaZ7Gxa+FnWE+GQ2yUQDjS/PmIc+UK3DPlaVplgQV7M9OTpF4pLaTDs87jPC92mXHDdJBKwvdplxiV/NXrzLCzdY+sIrCtfkBU+8j1G9pIjQxq/dOU0i7M+0l/7w5rCtfkBVRdsz7w4swKD+8LZf+QFVF2zPvDmsK1+uNEf9osggW2b9IorCtmELTDZ/49Al9NHhqk0jOlSBGlKf75tJMYh/gEUhgF5Q09oa/DND5LVgM9+ucZuKK3x6wNdpP4o4CMo/2S16CaihpDXEXMi8TQTky0hUK7r3IxLJn1TQW2CZfFmDCqi7Zn3hzWFa/ICp/YABb69k2WmK0v/WNhNEzy4cy/jK0t1SYrIaH7dIhRmULWNlgmGIqlgKoF4SYU5EKtYPnXd69NG5nU/OM2rMZ8FXeRdXjh3NOLhswlnDpGVInAIcF88P7w5rCjLFr3XKwoqJP9kCPta3OtP9Uiv8diysh2EcyUazwSTlQnd3NiMAybJDm5KSwQWbcfaRj0XZnqpNTcAdpI/vI53/5WC+Uj7lH3LXVGhCsG6SCVhZJa3eBEVgBLX5AVUXbM+/lMppF2Z9pL/3hzWFa/ICqi7Zn3hxZgUH94Wy/8gKqLtmfeHNYVr8gKN1Q62w+ASy2MQCqi6QbBh3fkOAhRweT/fAmW2WgQ0EpPvDrq46Oqy09YUUQgRQSpKzaRmr2pQGLsl07iQmmsXFXSUOjsJlnfpphnfwE+Wqx0LNwg6MBJElr/Kf9SSNLAWuEwpArX5AVUXbM+8OawrX4lh6fPNZP7oijy3GvtRyo9mwe6MMVbkBXa3usYtMULA9QGWJT3MFGowleotIraVIzkYvr3TfqcoOcsKen9wv65ssuVnEYy1ePY9gPirOoeeCeRjeEj/xJbogVr8gFI433hzWFa/ICqvYivTyg/vDmsK1+SdLsk/7Rdmffc/5UuXuzrD/m+5K03JUaJRTFOHOtnYhWFa/ICqi7ZlWa/sgViioDArX49+RgZdnO//Kwvdplxw3SQSsL3aZccN0kErC92mXHDdI+wB/vCHX5AJJoPMA0Vhe7TLjhukglYXu0y44bpIJWF7tMuOG6SCVhevISwq2iyCBbZv0iisK18paXk8Q3uKWXWtH3Fy/eSQCFXl12TRMHw9mWFiNR5szkBiuO8MiUodiSEK+8D8fmSlQmMUToST4W3MGCYVPrWaCwifhQvcZAFjt+axUXROeyWceUHSt3WHrCrFYXu0y44bpIJWF7tMuOG6SCVhe7TLjhukglYXqkjmD4l6EMi6Rg12+Fa/ICqgF3oGFVF2zPvDmsCwTL4swYVUXbM+8OawK0rhWFa/IBNTq4zTaNtx2FGp6EkpdgUTa/SYMKqLtmfeHNYVr8gKqLtOEwfaDdJBKwvdplxw3SQSsL3aZccN0kErC92mXHDdJAzBQBNJgwTftzoWo4bpIJWF7tMuOG6SCVhe7TLjhukglYXu0y44ZDJXKQCw9/kwv5m/PuCGTWoWU+ZDQa6c8Mmg4sp7zGg1v9Voi7jD4wYMDnkDckG0g3Ugry/w1054ZNahZT5kNBrpzvWLvJLBhXcEy2+wTPC92mXHDdJBKwvdplxw3SQSsL3aZccN0kErC92fAHqSisK1+QFVF2zPvDmsCw+D+8OawrX5AVUAtFkCi7Zn3hzWFa/IBRnBNJgwqorAechL0bA3R/SsLLZxaiBFEq0z7w5rCtfkBVRdsz7w5rDa2EAqou2Z94c1hWvyAqou2Z9+Cl8YZ5UpMtPjDPKlJlp8YZ5R5g9ppF2Z94c1hWvyAonD9Achsm/h59Lsz7w5rCtfkEWoBaLsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfiWT2ZhFYVr8gKqLpAorRXsz7w5rCtfkBU/l4swYVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OZhYq0z7w5rCtfkBVXB6Lsz7w5rCtfkBVQC0XZn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/EsnszCKwrX5AVUXSBRWivZn3hzWFa/ICp/LxZgwqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94czCxVpn3hzWFa/ICqgF3oGFVF2zPvDmsKysWYMKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHFppF2Z94c1hWvyAUh1tgmkwYVUXbM+8OZgykBzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Ty/8gKqLtmfeHNYVlZPZmEVhWvyAqou2SivZn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/HxngzCKwrX5AVUXaeUHYSZn3hzWFa/ICqgEiyVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrKyezMIrCtfkBVRdslGrr8gKqLtmfeHNYFgmkwYVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+7oVfCqi7Zn3hzWFZWLKyHX5AVUXbM+8OaqTZJmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKOCCBWvyAqou2Z94cWmkXZn3hzWFa/ICp/ZKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYUZYq0z7w5rCtfkBRv+CkOvyAqou2Z94c1UmyTM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AUcEECtfkBVRdsz7wsX3mDBMXO72y1PmMwqou2Z94c1hWtsE0mDCqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3dCr4VUXbM+8OawrKxZWQ6/ICqi7Zn3hzVSbJMz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBRwQOZwKO0GunPDJrULKfMhoNdOeGTWoWU+ZDQDYMsnqqbb2zt1UYmtQsp8yGg1054ZNahZT5kNBrpzvnXYrIcrFmDCqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hxaaRdmfeHNYVr8gFIdbYJpMGFVF2zPvDmYMpAc1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou08v+dQWRz8vc9ci/n5d4xB2EMkB+dTDq6vqI7AA2bkqmck9ucEe1OglEy6qyjQT1dy0JFezPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+PjPBmEVhWvyAqou08oOwkzPvDmsK1+QFVAJFkqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWVk9apqWEVilOP/Rl5VhE9c+02wcJOWuYfYFs2LEeqjnKn1+lX8nY3aJaoXc5J+OT7vieQkKooEp81q3GI2MZaFa1F+T8WfFTdFZU4uBaIRx5TVgZYmSiD6kyZRR49eWqI4fFjAMaSMVoRddCtSK92QHoG0Ir1VqZ65+s48oP7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBRwQQK1+QFVF2zPu6EmSivZn3hzWFa/ICp/LxZgwqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94czCxUgm7394VtEKlMwh+PSSXdjIcG34YXndMMjaM2hQAKCtAWzslmK41r3GpzVVoDwLPk2yvSemQAWy6uUNF3kuH8rers0zgH33rcGo7MBsemsib2325cPuXPQ8IuD6BC7hz2JDMW/Wz8S+EX4cC/BcZCeGOp76JmoIOW9RJZHUIkL0KBLXzpwmFkOvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94Wy/8gKqLtmfeHNYFgmXxZgwqou2Z94c1gVpXCsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zLCr2NmBALWfmWgGSUOrodWUaH7WYOW5/JHpw5Gp9KGPnfugXPKg/BSD1j6CLHO5VnM2nPPflplOqKQV5Fixy/oePUYmj5TrvYfTHmjxPRZ7z07cGq3nfmOyJRLedsKrRFoL0cghRdp5+s48oP7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBRwQQK1+QFVF2zPu6EmSivZn3hzWFa/ICp/LxZgwqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94czCxUgm7voWNPcQJbCHYH+VlgUe4Vd9/njGi/CNUcz5XrcLq1mGDyhQnxTVGawLOy+zMHtXZqCkBzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi6QQL8gKqLtmfeHNVK4TCkCtfkBVRdsz7wtgfJVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCsrJ61TUpWT1rnGEkKPMWYoBKbKPefwtzvY97t8CdLFy8Qf2030I4fYoUROERf4PduEAtn4ee1iVqxKrntymKrQR9JMk9GTIIAIiZJlW0wL9xiYz+s/Zf4fnQcKSMy8LG3A73K+Fh3dVgGsjPXnGVPySvaN2VosPcSM9FcfSj9PMMj11HZ10Pip+PPLyVlbRsBz3P49JITdw1KATeI3/SCU9kWVmxYJdnYAq01l73lKb73bR9A2YdYtO1s855lYH8tF2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvxLJ7MwisK1+QFVF0gUVor2Z94c1hWvyAqfy8WYMKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHMwsVIJu70F0sJhe7dbcUumSsoWDY4IUMZQmY46EHJjWzGxIVorr+wSMoRGJN+U6OhK4LpM4PdikThqJ3ChWHM+S1Lc1ShHy0x6CTSUtPzYh1tDKrqvXxA7FzA8oY3WtngVlYSJmJ9poI3wdNlwhHvPePIv8YYQu6ZyvjNcHrHFh+tPNwOGRqDGJ1Sg17/ZE6+EH2tSeFJ90S5dcaT8qt0zEU8jdVZZ+Ah5de8JbX4O1Hhi6iPIDholyjTQVdmoKQHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLoVpV8m63/5WF7tMuOG6SCVhe7TLjhukglYPB0HDclUscQ8oc7/8rC92mXHDdJBKwvdplxw3SQSgFrIF/QHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtPL/nVFW6oivdVEEbMvHja5/ulmCMkCaPfGexTBGmDMlu1SX4Mh/2D7SlkIGTL3PUTrfo7iBl8JnXUwZVdPZQzMsC8LLELqQJlcsJNvenk/Ps7IOu/e7q9BbazfAX5vTt8OOiTC0LQrX2DAEZc/P7P1nHlB/eHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gK0If34enxhnlSky0+MM8qRFzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7ZlhV7GzAidssNoMF8KPJSgNnXG5t0pHPklHodGfolgxZIM70VVKrcwekprih4UUmwciLAtcIcO+Gr2IiFyScEX564hQJMOgGFG3rEIeKTgB7t6QDUchC4u+JtONIOHDkCi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/IBSONYhJ+HNUn4tq3n8g8uZHmyxPRlrlJA0RunjPQIFsefRToXAeCJ5znpf9DFN7ZX6x2dfAY2RLKiN9hphbvkHWH1oBPOG5NHmaF34wph5ghgtJuYKQEauhgVwnlg36rEr3SLp8jx3ezrMSFGFa+dOEwsh1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmqlkS9sGWmfZoteqP1wgL2sUKoQgLkIRyPAZwNXJLhZCTvhjyAJsBI9JIng0ujpwwwKBb6c3/OMzYck3mQ4RUfiLFSznkDxLtoD7v6ymdI0Nz7EdYO4Ml0AvrZgZwPWBVTGVd0/iYW6C1UeNmcmlQ9pX/VX5oNtgMDk0RWBZJmoKQHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmWFXrkkDWlHmyGg1054ZNZ9NJzaxGaCvL/A8uPAjlMgHnWOTD+QbSDdSCvL+wFyHktG6kFeY0A9+0ONlQm4TcJSjWU+ZDQa6Z2cs48oP7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRWjVyYBj/tZk1qFlPmQ0Gt/qytIN1IK8v8B9OeGSBsGaqhtsP9mmiynvL/DXTnhk1qFkFeX+GunPDJrUK3dOSXA5WLMGFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsCw+D+8OawrX5AVUVY1ZSWyblWRS/+EmDCqi7Zn3hzWFGUgVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeFsv/ICqi7Zn3hzWFhV2WF491bM+8OawrX5AVP7JVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfOjjfeHNYVr8gKqLtPL/yAqou2Z94c1hWVizBhVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rAsPg/vDmsK1+QFVF0ggX5AVUXbM+8OawoykCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7wtl/5AVUXbM+8OawrKyezMIrCtfkBVRdslFezPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFT+4ECBWvyAqou2Z9nL1KCoYLTbZn3hzWFa/ICqgFouzPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFHBBArX5AVUXbM+8LM1mSQHsUs+pqv7w5rCtfkBVRdIFF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QCkcb7w5rCtfkBVRdpuey4ln6IFa/ICqi7Zn3hbKD+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVT8jHhkqyGg1054ZNahZT5kNBrpzwya1CynzIaDXTnhk1qFlPmQ0GunPDJrULKfMhoNdOd6IoyUiejy/5nDld3BDJrULKfMhoNdOeGTWoWU+ZDQa6c8K0g4sp8yGg1054ZNahZT5kNBrpzwya1CrKqz9TffpThaLsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkApT4LGcngYKqyyGUMCS46SF6GQyhgSXHSQvQyF+2EXtth8AlxZ919a9JTcCHrvy1XIp678tVyKeu/LVcinrvy1XIpwjjKD0SZn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICp/nCrshlDAkuOkhehkMoYElx0kL0MhlDAkuOkhYLLzhRI1crbtbF2zPvDmsK1+QFVF2zPvDmsKMy9nVei7M+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AKU+jUulDK/0UabA/mfhbsAjVAvdR2o4imkwYURc4Jp1bR1iU81Paq0yndDPeQS0z1z9FuHNPZbdrm5Zn3hzWFa/ICqi7Zn3hzWFZWlLbiK9mfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKOKuGgV+9Iow3wM7Z4ypg/QcPCUIB4m1rUS9HFEGphIF1i2i4o6AQw5/6NxC9wsFtNBGlemkLxuLmfE3dnpfoLkf8wyRcMRFgJKDY09PbS+7Qp1+IvysHXibCH66tp8RNe6mMDMbR49gDbm0g8u2bZIwgf/yzzpaf44s/6fMtVTezwivGNCkclR02lI9Rf/Z2ggD2BGFtq0Y1bXhU/w5J9FHGsRCwgIFa/ICqi7Zn3hzWFa/ICqitJDD14JpMGFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDi2DNjMqlAKmth2Nn1YXTQ6Ggi6sbKc1aI61wgZ5FbIALUjp6deVmPaEyZX5qKIP0lNdR9wIypzMdWiEu558BWgBJKjzRKA/sTig2bTyOkhVzUn7hq2y/1E3k3tB8eki4p0J/hlRarYmdNVQS8PwtpZzD4SKQ3Rx+h5wMjRBkpBFUYQQt8qS2oG/CzH13yobOHPh0xwoK+IybMCtn73CfyofN9r504TFYyxUgovmogVr8fBMd1XHtKXk9IwkcXPA7scljN3C8Akby7Y7hcTs1jgUs+fsmUZTQMKqLtkpIYevBNJgwqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94cWwZsZn5Jes3zq5TW4KVjo51gpUabCUbZnrn6zvRRxrEQsICBWvx8aewPCm+yydzwlxME1bP2+DTAPk9con1CEoZEblV+oz3Zojk6vvJ+xniMgdYviCoBkNjh9vVDxkARat/lKdEViPdlM9P4r0lfXfRSvFI1Euy1X7lECtfkBRw0kZtIDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2yUstgjuIubZ2dy+963pGgJXdBxyhaHOqA23MBTUQHuoFkrQ6ICphK3iJMXLHtb5Q3mo6hemsmU11uzPVB/p4cKCFQzZaRl9sb18uOQP9k6zOo77M6Q3GRYjJc7rjCqi7ZF6rOkpIU0pZohShi4wYmLgsJTX5BdK0QGGbeewoURFB1A4ck7UYBF74xtncBRamrAlwEHXokiP8ALpamEHzN+cD7hBOZPCT1Rk58qAgVr8fGpFB6JMz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBU/zhoVW1sIePix11hu95rKXF6wjdzPzfNMl3jdabTliIMCopoMj8/eBbGskxw/Sfy2ECvws2+62PWOnquV6gJpsmIqn5CFuSbsCBE1JGpkYxgsuLSigc061eoKrvF+XGO4hCJ2N138Cb5QL1GGEIo7sIOrTHnJ9JP6HeSDGQLAEnKjhKnRT/okecLvou1Z+liO9bfG2oAjnN/BWhdwBp/RCuf+9/AoPn/bIqTHh/gJfCVr6nwC0RJPAadKenrDY4gg9o9wvdnVnZmxqQrkIvxPpm4uLPdcYVUXbM/kkufQ1oK/Na6IFa/ICjhpIzaQHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtkpZbBIsBP+gWsFGRMs2tvChhiP46AjtTf0249nSZ5R4UlPTaRRbhpn9ispHFA1y4jx7Pf0ANwDiSyIMHM4IoYwPBUK/gFxxZqQVcfoD/SrSHUm4VIVsswNBe2NtxEg9Oi8CdQzmJs8BOzoKcxc8RnWM9vYSQ8CBAZqsRmxyQ9jWRraWpZPkNC/7G6D4OWdVEQCIJRv4ISfL3EqUCK6822HDWub1+Bcf/vLJ2oXiOcUmC6esNzh6eX/OqsaKLtmfeHNYVsAuS7M+8OawrXzpwnfUoP7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVQDYOiKCGa8Z5I4mv5h9AWZYFFqaJAoO+4/ifPFWWqQ+7pQJEAW4UlPJZRyD1ImNWjVytu1sXbM+8OawrX5DstXGPvDmsK1tkmer7JVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtfkBVRdsz7w5rCtbZv0iisK1+QFVIOFxFYVr8gKqLtmWG5xCDzwV0k5IktfkBVRdsz7w5rCtfkBVRdp5+tq7FmDCqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzVI2xynpzWETCjWU+ZDQa6c8MmtQsp8yGg1054ZNahZT5kNBrpzwya1CynzIaDXTnhk1qFWBHFkFgihyxUVaIxnaD02Q0GunPDJrULKfMhoNdOeGTWoWU+ZDQa6c8MmtQsp8yGg1054ZNahZT5kNBqlr+FLZ5KAWcrZKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVrbctcXaBWGLKfBe8mFFu05zwtZ0UayN0nDJpJBa6cwStkNArDFlPgveTCi3aUauefuBDXyhnrvy1XIp678tVyKeu/LVcinrvy1XIp678tVyKeu/BcPaQHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmuzCAwEQeQ+UW+mbV8EsqpuMejruhEKVcZcyhV8KqLtmfeHNYVr8gKqLtmfeHNYVr8fGYgwqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hWvyAqou2Z94c1hRloWsIBVRdsz7w5rCtfkBVRdsz7w5rCsrFmDCqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3hzWFa/ICqi7Zn3h1RQC9aj7w5rCtfkBVRdsz7w5rCtfkBVRdslFezPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+QFVF2zPvDmsK1+axbVjV1+QFVF2zPvDmsK1+QFVF2zPvDmsKysWYMKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYDCLb/lYXu0y44bpIJWF7tMuOG6SCVhe7TLjhukglYXu0y44bpIJWF7tMuOG6SCVheqsqW/b/eHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtmfeHNYVr8gKqLtvJc40n33X1UpMtPjDPKlJlp8YZ5UpMtPjDPKlJSBArX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXbM+8OawrX5AVUXaUAAD+/roAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAzpJgK1b482uhQUgxGCdgAAAABUJj+sig4fElU9ur4AAAE5V0eWpNfTqifvLgAAAAAKnC3aSbS/AiLSfAAAAGJaAAAA5q7S2B7Pr5OR3wTG282rrzegXpg3CKOy9EPc7Zspx/BStIAAAAAAAAM5sXZq61mfX3a/Jjh3r7RUpsl+ezKugrygViThHtybENoTwzOHu8clwj4sClXChRaSf/k9YFZq/WC5Tz+nfdAOp9pEWyPeoycDchDFqx3LfKOBlryRGEYU5Ni+486r7lLEovlXgSVgqwQ6SaIwafLeY3e7ITZ/9lqX4S6bma8Mr7LlD0F7vxg0kbBRaeuDeqdLTehhXT145H6nEn7m3yQ3T+L4XwCVTE1F7LWeZUtiYeGnZc+wLirm88TtPeApn2mUOWmTxTH54HpKucEBKYYpqnTFRbYtltVLAh4F5uH4ur9567R5e0dJ9TB5fVCHj3WEnp7bHWswrD8HkTIJlfMXKd4ShjB7WBZKHIGDz+cp0UVlsFBVvHVhTt447lyr5syj24eR2G/SZLuKxvrMku0WZR4UkH1SFb/uZkDXn6qD1HHucyq+HIOBszeq6S4+zo1r/7lDifP7nOcw3LbT08aOy955B4TAj/BiTXQJXP+1p18+ujQFzZROcWqRcIog3YlxAan2pxsxF3v1Uw69kEO45dSbREx+v3+Ovpo59YrLZsavaf0338uYNNsI/WUSI4SGmTZBQbI2xvgCWDInTF3+n9rI5WdRq5nxD3vCUYCUWD+Blm8WyPYdRjOisUm39BH1pPaifkZiU8INENhc5kV/X7j/r2scFmoF+xDbr20sZnHLCDlldUfYlF+AaY/RpL58VqfIthlMBKCjRggrkZUIAAAAAAAAbZXRkETI6vw9AMEZiylX7LsalbH1+HyvOlCvjZKoO7JxcRdUFnUNEvogX0YR5wMLG3/4/iBnDPVvByzBTVqr1LM6fgDbA1eTvqeJrFpA8l2Zr8tkyqz2OWH0tg2Vx9bfXasLc4qRm2bOuHYPN2ENSc1Vz4gdHcEKqO8gL58NAlsjNhqrLvGLOv2EgA37OxYmfhC2SdXPect0uxtIrSmV/2Ku7DLq5pix2aWGZjeTOsvvqYu7XQg1Bab4S6dULiL1b5S0HjYQXAS+hLGifg5miRgSs5vz0yVa5EuJamyIGgbdYcqd4kLfuA3eDK7CrKCJD+ZTEulpwsxNC417MV0PT8/qjzEwTivjaJnYICnLD0oSkvsi4zVsakaa7dEDtuBzaa/D2bSMteR/aJYuSfsNhBOQa4T1hhcbyq5QGiBQmoUUnWqeJ7XxT76G6I0Zkklsvi+9olc0aAtY7X0Kzen/0WczYtSOgfkF8Sizb/W8EXKciH5+ueFKg/iEY8ZH89oD+EE/BUUUrgD9xXJq0hSvKP0I6JN+j4bJ0Em8VitKI5rEmTeOQdOw3VwrZUBnm9z+xekOvWlJHpJRqYjXLkIdPm2Ym8R0on5IDHg2Y8jAaRQrGPxnd0DkD+AAAAAAAAADes6tHb87ISU12icUgol+azNQC2V2UKurbAoAVPKuAJohINmCh97CsV7K0Dc1M5LJfEVfZQbEeRQRhB2qoQQ7xDFP4+Q0Rjdwsk7Vo/CGuFZDn5U88Wmf458zFvEtNY1nXtKh4iv2FumjPLc8Uqv5Tt7/ZH57mfBnioWG+fQ1EvPvnB70K2qp7SYmMgAy0B8hJGtO8/Cpk4Z++T9iUjnarh+YV7JJWj5zV8XCeF45CaPEil2x9K/WHv3THL7Kj6FgUKVUI6iqSHLt3DBGrU7txpIf8Y1NwxQAAAAAAABs/xhq3dRuptrDuYLS5QY5vS44XOOkd1XIoZmYH9FxxTdYMAmLvthV8t6L5pcLMjWNujj8uqgAAAAAAADPjKggAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAKbXurlFXyqgFkgA8YQwfOAo2o+AAAAAAAAo35sXKQLYlfCAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA3PNdnUGV21fTmUmmbBAcqx0GnlVYs+kPiUF4163JUifvVhdKlnh9r7jF6sOu1Jg1vSXQ634ijCqi08mXHnwzGHGXijWuOORnR8o2nwmQCE5zdEp3/IcRz3UMEIzf28atkauRVo3tyOAPbCE9gStRV/5f/MQKT3XU8z+A0kB3nxcY8TVFr/8EmFaOX8LGlTundj7jeO4Y2KBoEwSNGgjgyc99OAacbJtEj8Ds2Bg5j6X+kdMvGiYb7sR9+rl8skMYq8OHpV8Xax1z7UQQHCcw0zV0wFbZ7kPw+mOdQG9nZMQMcXGy+OGvLIrXcgoC6gHGYJc+6BoSsflIVfHNjgYRG+nPeclo+CU8zZujjNRMFP7XbQMR4iSp3mR16pfwmw0GUB6n/g3IIJudinsg+qFB3KbTvMa4Fir0lpUkZlrdfyyF4xeZBgv8FOrx9WS/odKt+E24mlyl29PQ1VKUZWioZFsau9eCGGGp9kspcrKmxhZKOuU7M49IuS79fc7erEUgVM/b5Ph7EpqTmUyJ4qB2ys61CUb6SPk8oEAE7+YAAAAEkfm8oBL80dbQqW6LcXMTda8EfgV7ewIy2LYzj3BFjxZoWLPHR2llD7VzZ6LJwwvBlwYp+t/VHjoxj7HVQS/c69uxpWUEs9CWtwJQqYfr5a0RtSJ9Qw2hola2puyRCBTxFVncwcel2OHcc+TN5IINzBILlJ81ElerfBevz9p7XeC3Npve2v4yaDT+mg3Ern9rbz0d9fuMXqvE9CeGdPMv2GGooK/TYNxvi3CyArtIm28sP8CLsr+1KfsM1CLNuYz19xR6IdoZPO2lsqPY6iNiPmvsh9xr8eWynehYqPsGDEfBK+UhIBjJ/zs2+QRAdytym0OrESacOwNDGAmwb3MhpOZrDERFktrqN4Y/vWUEV/3DPDYSc8J60voa8bzoFvUKe3HFPqyjek+9ZebGe+J4nLk39x/wemEIIulRC/DJ6zcE2oPFLj3XXH66TB4YmDTOAiefXyEUnKLXXywD44DntW7zCECBzAI0Qaf2UJuKo3bto4OGwQV9j5CyhrhGRDk5aSEJiJ6djv8PiKynRDLl4+HlcvUMMpSxmlE6CIHajya7L2dNPgw61Ai7Nsz0WcuErU7sd7K/4CRpdnDsFZBR1eDXUi4vB09iQ8hrBPxci8/8p7aam8eu3Xg3NeipOgz8xCGxvBhlbyEJMf4/O1vG6jqfU2IT95Tlbx7AQpNOsRxu0917SITP/Mc34W4ml0r5lSbCJHxA3P23/VLRVwHcbmgTvp/RvI7NQOQB8FhEkdbhCvVw34QDgMtM+3pcDSJnXZNu9nAfVNEbviipwWU2MKzB+ZplVN/l4C7Bz83sF5NPdj2a52eGrDTQ7x6PS/kiQ4xhoAkvoSELvvbmVF1RvKRV6PvJv85E2rIDm24jyu7Uw20w1USRTPjM1oNP/INRqakoCRFjjbsbp7dX3+gBy/NQuxKqrh0uIltBpMugZnyYbQL1bV+1NVmjWp8b9S7u2bEZJQCLQzyth73WwtGtS0BseVQsF8kJVjCysPvm8aLRjnIdCNN2FzDa7W5AeLkFUwKiZCzSSsJi2lqgpcpdtwefoVw+tGVJ13ZCNDk4RV7FGPFuUUz7XacHLGFBOvf5+2Vcl8eyhIEH+KcdUo7fp+iN2dwFwhQqcF2U70LFtcjVhjRhVs6m+xeVRQpCfqrZbI+MzwQj/DCghU3iRTm5oUIEfBNmOOhBaW8TNInxZbV4Zep/6TCl6Z2pNGPpZR+Bl6JNdYvGzoUlnptUy4h56A9kxJUvrGK1NkWbcmkMGhCLADlL1c+vieE1pFSrTpN1sh9m1SRTfOLKz85XXZOIXIbxWOAx+ehAzM4vDZDdIen+XjJYn1KyaQBAbg2JLOESilkd2CkN04sCLeZdhQLjtmqjLioQFEHug+S7RVhiaVAhm2ga7txipCRQcrFmOAvbQsx/iKfnvTMOMKYjl9GeRgc2AdQqU1d+cEA0Bmf4H2UvysfLJ8MgKN4ryzFI38BOhWe4aWlgwCookw+45VFvdBnCFZSQ++7fqQqbfta6uLLLf8T+LSJixpT+rDsUYyn/CG15t18Nm0d4qC6CqsWgM1bUzqgswK/ob+aEIdL5MhhvqynvPoF1kMtaSM5fna9RQ36BK5V5NBc8nc0T8UzleVmy89jX0QSPzkDdZnEjQle1uEtxLhfhvkdl80BJZs1uXpOdloO80Bc3UhozHHbflDL+hVmN9tUhQWf0rCRWThg+j+JykOiX3WC3jf0y8dlxLKUnRpBu/6DxvLi+vKcQx+hIAFXlki02mHkolo6E6XLkPQyeE2ejYGDuiy5tDpForojdOOKqgu/CiHX4IZ5lqVpCGFfCt+2IN/jNz1AQ2QN22d0OJgvHlSSijExIl5tQtFx1U6cHbXQJEttb1Ia1Svq6GGpARzPOuMHgGBcscrXZyKhbQ2oJof6dxdOuSiIxuA0va5d+DB9yEC40RXzAJotg9tBTzNm6OM1EwVIDVCFfCfzp20HnOHYjnvw6IzJmOS1GNA4i/QgyfxmoFHO83sUxhA6Yt+i4X7cTjZgaVbd6ykIlRrZjPV5Gyl4Pr/ZKQlQ03D27UsyZy+YfKZYihsG/ahJeqHSoZwtOhNMtPWZsEncBLKJlMcFmsoHzJRtww3clG5VbtMBs097fT34Ubn1QxCGnhCRYtqpVHvDgxCSEDiGbvohNu7gL6A9Di68yCuxO1Ckz6x/UeheXgLsHPzewXlJGthTc3B80BSy5xEHdEmcKfJE68f5tJzaM6vhhgv/lO84XySAy135dr9ZrcUonRn/Gf5hm/vAQhC7n7u9GlQD5BLZVQD90Cmeb8XN7QEXBFi/CD1RPT1mhbNIUlTkzSx6G+mf4NMAAL3h2nea/QL0wdULN6OoXQH25ICOoF92QvuoONNTts18ald1GvsZSJaHEGWwpc+rKbxzHu0PbUD1Ya+m8iti34pMBrhneDfMMeHuaRQ4B1pJOEPgXWdYJpFSheMq0PHw9Ve04X7JT1rFo03brhb3Vx0DUtk5ftp6P2jtx4BzcmcNA2eB1I6qUfPwI5lV7NplMcCbEPS9soIntJXaBsoUM+Zt4NfjM5p/FohtFa8VueZLYh6yJ0iS2QB1R6bVxkkhQyK7WNeB+rbtuYZGOq794V3HzH85qM3RKCb4fjAMQvsz0/V+LKQrVPXrTlRsr5NBdNE1+O+EZU5X4Aem/NmpJ3awOw2fxLV1Gn/NCXM+bN/orA54ZD2Zzs6NdhV2Os1k3Dpa3uQ2d7vAaaE4ZeId3OiN1iga2VJodZHHCjVlMAj4JjnaoKsKeLLm3sJ01jSKBx1ppuouM4iS/ABgVOCbGYBlRygMucBTS06YILsjcpr5ttBFHbwg5zOPJHPN8x+iQcbaY23q6sPOmTrrqaZEeMN5ZXFPldZjLM3PD4reAZVfongMELxzbciS0v7R6o2eS4Eh9gDEAZlJD/xiosZqOeSA5DPpvY3my5SwmIzi3tS29d+zfzlYAy4LotAa8hP+oqg2MB2aYCE0Omg2/LywH005w9Q24eFr7JHmFpwqBwz9qc7r0iVONtw8LXgOuMvghTs3GMbrzlS46wxPBYf0SL+f3WnP0lTskhXw0w7r0dX/iJ6LzrUY52AFzu1458HWtUTRzyN2mW9ey9X1hSuJtIgaUr90X6iOGlUYYHqBI38sbYzUFfxNGlMt67D7RjqyocqbX+pRz9sTv/JwW1w5gfSRKTGcvIzHuzigoRmN8sGZa9HOrGZzRjzdMwg989gn1UWxCNXfOnk88jmBXygqW+tnSCbfnbcSuZzfR+KgTT0xIvEDkMyH0yE9WdnN4ZselibNMfq053YbS8/kpPwT2iw+pbsrXTR1U46E3cFNIf7t0S5esltQo8ZvCWNjycWO3IN5XU5BC4vFTmZ4erizp9MnY1N5u/RN42JWshYWK8pwuGQVlf5Bu3vgX1qYmqsySbrfYuf0iVBKfyj0+/HGD68MS40byNEJ9j3Jew+SQ9eBadPtEazh3Pud+zGYoipIuF2rZgk5HYKq9teVsEZtLwFkTelCXcAr3Sd6rGhrbcDVmJAP/KHyS2HrzQ0uL5LfXcPLTxLV8WJkzxHUl7xhdp+IR/c/6oSAuCL2j2FfSL708pM4RoGbpNdr3q9D/xm6+95hwx8ayBEd0uvh4KYEbg58vzv+/3Zlmw5RqzVYgcfmsA9aARWBBmvgBUIFwNgPJb953UoiZ8oIeMT6m7dbjCJhW+xG9nvuSy4a5zTV1xkbR9uP66UumWSLYtcGeuWH3WTdaKlEGkJ+GMSPH43NuhyA5Yiw3X3man+dpgCaZ2vh03rRYWOOlInAz9E7nUpQfTXelBEuyT6qIQvxp5y+8E3BqLeuhBWWs0QJGD8GqFNcMY3Sh2W618vzv+/bfUTcALH4+zpQriStkd3heqeeU8Rzi5DSNWyDQKerMBDqeFGzN1nUNUbFEMj7JAHgrmbzcN1Cx4jCVsbtx/n+Gt9GRmYLy7ksIdAt4LJPHY6/4oKM63wgcaaWjnBAcTIXfJdljx+uvbUVWz0ZcF23KjsW5Gej4vhFLMk06/RVnGwaLtoiFtqEsnNP1/s1hiK1yvgAAACFIQECLhbI4G/v1VSEXUjNcsU59Fl+BGKjctf5O7trpbOV1i1FXuRFBaVgd5K+ok36TuIfVRk/Lcjb5H2YUcPx2UMLJ3+cXHhR1ZfgWNetsDPnzm5Ihi0+2R4XoD4xe7V8SoeZl81s65ZSmE+FITz5bvG2m/9IV0chEqc8L5EGlBJhE3vImpcoLNgc6ESCmc13Fz9pv7lKCqtpGH+6qTrI2wxbyyh6Z5Xu4vzAQOxQH5xpy9bnI2ZU31WuGkOR+O0kn/rFzEsramyoX/Ye3ycxqgY/IyNU+gu494kq7gCObcr5Cpe3FbBbN2BqrLzci3lVK0zZbdg5n4Fi0eN+wjuY1GSTYQfrpmDJIGeiQOSt9px4bpkOXuZFnaITnRILw5UvJrw1NAlPF0isOBX4jTIsJqaEwlJOs4xZlGTKQa18F05oMOiqA2SB22RzicbUZecChMYjJ++3cZ0Cc0Dfj/Ke3gg9PDPBb5ZOUmkaPDOryO7HjAE80gKlspK1Gbkkqb0zTRF7NU6xpdya+ri4vDDGHtC2/1IzX6Ng3v/CoXJ01xJjlwX95Sf95bPyH1hAn43kfGoOHRV1u2AWJPvT+uFcITOuuBZUpl1jhV84lDOP1IyqhLrUFcVSLYpWW5bW+N5jN0I/lZHeXECpWwe15ORYckES8/IIKzUh/F7Yw5lTUWdcVUhGhrfvwJj/l1yrFg8KxSxzhQE7wfdTV5UthZ40CyH8TscsZLfTCHXihi/JVdR940fEZ5YqtZ2J2vJLHDSGxAYwgQHC+IY5cTvlYGG2JWD2lbjKldTUxOO/kco2ZOO52dwh9QxknSp+hTb9TyLxwRrJQ4ivut17N30R8xdfNN33EaeMeWh6QbLXzOU907+xE413jzwdfDR7FhW/iGLwauiEZ3hbDU/wXmAvxH254S1qsly0QBq27rPyJzNc1js5/1YNQR1TwSVwHpbystfo3ArtkvOBbp9+ZyuG50sIOU9hSsJTYlTNDMqI1ruX89Q5TNAEaXNOrIOTV8HPjSv/KN918VCvF70uhjxFZkcOTvnZEXIFfgO0asZ13wX7lGqm7hiUnJII9KKfogvb3aaL++f8rQk8kQBqh/Bb0D/zQ8/XPLUQR9TdIZgEC4L+FbC4G4BNw5x4W8b0ZEERhlXTR2QuRzfFrER9jXuUPP4wLXl/+LFHVUMtuxuOO692CR0x+Vw+P/x7U4VvTGb/RY9HkoMtc6FjFy6RsRUYYpSth872QvEk47quMGkxsc2Za/qO5FDmz+bIFIhb+t+cEFvbxqVNQjCvR/iaMx99R3nCy+WzT7tS5mSBaj44yuI/B63FQWCEh5lXlIBNZ0FO8y88+C+ImE/xRQZnKHo2B09s7qnEHXY+jXkQ78ZaoBfpVdgpmLXhiHpXJIDnNZCNsuBtL68BX0bRoJewIn2sxZDA4dsyuc95XuUbGFuT8sU6A92ppefuYtXoWVzL5jMXi1kp2VF+FHG6esumJpo6hONWvkQ87EWO4BBd58FSvp4A37wtNtjlUPjmoMZKU8zt5Qztsn/vkUlamWziNgPiZO+G5akgLAsgIs5V2LIEffWQ4ZrN+SRLLe1ZnlcdEjDknkaA3LOR6Rvd0XekZPmScYxU3pEeJQKDzc6Hj/vDU2rE1Gziw7sdTCZ6d9QVIxSnf6EeT2n9xq+xNEl2Iza7uGHyolr9W1wn7pVbGKdNfrNxP6zizy4cecEhfh//48s06QqxC+4G3kOwH9QZvV90iF6no4yKhdB/UAm3OS3p5cBQJl84PNo8Znhb7rnHBaWEVxl3TYlTYtXUViuGU0P4gDHfiw2r/Ckxv9B9NHnxEWHcqQ6WnLxezvWu2hQYU4/i//PXwr+VYBLofDPvXKfm5podOxRMfuzXMkf9YfQ9hx1mAsoS1uylEQGZwvYQGuvElhjnkvNpt3m1JU7hxbGQRLriDGvklqYRSg16Vwsb56nr2bR5VpyHEr0LybJGTjITjQ8K+iXgusqACr9WK9mBetEJsf7mAh3wTWs5FtK+MihojGVV1lUEBLAxsvIWOIyE8gtBah8k0At3LkNQu6QkT2zXpHRZmYx/X6waCQzjT2TNPSybfA2aWgnklZnjHAYFFqW1y8OqsespPiFrhMtUi+V+fyohd9DeE35kbaLqG6sojTIMq1uOX5KPYnkUcTxe7aUMbtMUZm77o9yiyUczoVyROqIaBATfu+ukxCzhgTl1iryv95CdAzef512CWCrntva5SBCQgms6TJwOEUfKbFOjmkxs+Po5rfdoChoebF5ARtsHv9Our+vWNaf5YETpycPes+u73afPlFIHsjdOCdWedphqftt13e1WCaN3Y+EmI4L1oMFh2kWqHE6IREbLLbx918dWTAvZip1h7L4AtlL0eFuJCJ/xwDp4e6L0oPp5yP4FXOWh3dl2kvm+euevjUIIRlt6Ok4a5ZJ6MwgKkwEFlk/0kQmWQ6TeSF3wwkbtjWt8Pcdj09cmj+svU+GekQncDwPByvvx5/U1LBvnzB3ijUBiVcS0ayOW6oHlGSp3sjUixVOEbA3kTQGaLa+z1vm705KFFG5J/bghukUFDAZBOTb75odJ4epPb28jl5c+suPcpZAuz0tRBTlEQAAAh77RTAnx7PskdohVRWzIU6qZkLiYjYBI0Ny5SlVSNZcEDaGLBAIZtEn4qRIbbObwXLsBicmggrkNR45g+DL5ILiIE+CAwvVKFYk5btd6H8Cdy5rEmWpnajQ08Wn5/RQWzzaRPWIWLsYl1Cs9iFeRL2jdPfDDyZ7T/g3Xg1VGKFOI2jMOAv/PBduFDWFqRc51hVdDiXq+dLcWpyVWfUoxx49W7AeAYCrq9hbQ2Cy7qnm9Y/839VztaCj7t+itk42QuqW9r5299mdQqKe1K9G9jgpnHdfbc3YC0DOdMv6rXP78iVAvRzZ/5YTHuHF05JyJ5WmnGcWGPOIKQVTCVkQ2PdA+z3e38qJJ+XD5W8EP34NM0Ee4bruSpy0Qq/ns8pX2Qr0ZKWPu+YIpj1JVlQ0h6DxlULn2T1KqOdXY8W1n0uOx4bUlNMQrfhmfP2YtArKhGkOO9aDk4ZFn1Kn4XTKdHQb1iulLC4IF96tF8sC1vvRtSt4rTxmoRLHK1m8Q5o+iMYZejKxfb5hopETcFD1x1/iSoG3EgHQxVEhlP/h/u0f76LSDQSiUOppwx0+F5D8BIbdGd2CrWVJ7Ep6ZZ2RdTZIhFM4EV8srm4qowEN6KTnQUJpqoEcvZFmen6MIfdk5OwMdZSmN5vMGMlNFfMtKM8dCVVeKaOmw8U4fnmz6rHWmeqKKV+VdlpyPZIqkT6tX+pXhq+7BHOxdJfundLkknWJHM6zkaPgNMXj57PHTq1SNfo43e+6jL2UYvRmPog7hIltJjviwEgLq3Tjj+gBnrt3NadFdMDrauNKAJVu7ol8DOVIjlCSDGVRvj3fYBpgVXmwVqQOdIkE3rUWNkofnwhLvCytgRZc7Ga+hvkl4RgRh8qMd/KWiJh7fWsJ9ZEPByzgOGFQRpsguZwaJlHGzJSrdVqcax872bRQOxAFN/2rwhnOyzbyEkopIFWYLD+gsrJ/mbjihZqqnkHT98UqQZfyQ1YIhKTQA4XuE4E4UeW1FcgQ13D2AwJ8NYCx8f+quWnMvpWAjHnVIzncEqJMXP043Qbt0LAg7p5ykUMc43RwbtIbaKuK1s+8ApkiYXxmAvqPDuywZ9BqHpUwexzzH1OAKcVTFimM6fba9OPazAgQdTGwXP2/q0dlfmWBq99d/sA0/Kev/tQxM1V6baPS81QFhwihFH+VFWslVOQRRPFxdIV2PrH9jeSDh3OhIxX574HL6GGBUBkwiaT1fZW4bURMgHC4olEDuqmdU39kk0SOzajt6AETxnh0pH0cBggDZwJqllutZ4RF3nLr5AxfiN7uJ8HZgeI88aXUs1N9/HGoHqN9w5MZ4xCY16+594HdbvVJqb0O+oDD4ccZ6MPo7gAbSTJ0uC/4vqpt/w+GZGD1teSaFLgsD4vyzDpXFDAhhKVtEieQREvuPP4thtSeOQUaY+/A6fm+bMI2vqgnJznH0YcLVNN9RHhhR4IoYijY2tHuQX5F/Ub83QcB/+wzpqqDIA1aw6Bh+tMr6OwXri5wJngMKCtXxJ+F6ht7XFidu/4CaC79eLPDH56CvLLpFK2Dr0u+QpdOeumgA6xB4jcalLP1G9Vb0O665roAl1Q0AoNGaUHad54zK9Ha5xxZyRLkMNNmsPT6u2VtgTHBVkhnIQNA/9PuvldnnQhsg0j5sO1VzJrj7xaDiuxlp4Ejz61Wl5aAxK4LUd/ArnjDB/LDajsjKfQvmqrjFqgOMzgoTWeBp5bDfX7ATvz/Z0zg+FeUwgMmhGuz7BRY4fq91G2TJQXRPXkKIIcE/L4+qmK/g+92ygxCuRitHmasBOYyaPReh/pr9A6GlEFND+64vF6XHEQICUypBsiXd+8moreO9PEhBHYOpeJtD6NLoTu7XV5BznNUDA1WdRirq7BNTteaNpZf7LXcC4tCvqVHvqs/jXq6Astx7atrdSBUb78h11P+8/bN8gAAUB+H6hB8NhLdwKiBqZaCghbh4J/2y31cFR2bSlxbIABLoAOPBX5rxt3oYr2TQFnqdAyoapiicIm0AAAADanmqSEwTNNqIPSMgAAAAAACo1APqqTl1sDXuivjF3STIzgkmB0AgG+VXMgryYnM+grWG3pNTIZiqq97AfDJ0hPaU+xoN6GVGASPLWdtXs1gjZxGGfutItiZzBSGMYddzJM9pMOsVzE6PWLHcGSUG5b/Pe7AxUfW/Qs2x9f2lU2gTWsr/nynS6M4S+0Xj5GCIr/J3+UhLAffrhg7B3Vcxo5pDVWf0LKWHk6utDAbsd0Tf41gwvo+CGMNnHbCTlcSPJn1Eg89zGhZNTX1CuGqq91McXk63p2nktjASJY/ZjJvtrNr6Et9K4IN7X7U/Nw2K8H2rMrz82g5mRhz/8bZCsSz9WwoFh3mo9OQYBwlgiBapRUDhcvze9+fsiDkJbD4fWmuuo0YQWSJe8e+DnmFXqN1qghvgjokEFcrUi28rmEdFpSaWfTpC87rQAK0mHbTo5TS/k4T6mIZXinQL/NemSUKp5m7D8FXZ+IDx0N3NHMhMP2S5kEmPgdbzLE/947OvUXvhswiC3QvanlozcEI6P1+Y/hcwov+bCDUoX1Hf2oOiGq+eO7DNorN0xm2GOYpJhIMpdOnF1jssp5cLpcmYinowbfhySrYUqYYQeKDycb3l0UZwe/7NXeq7CH7hhAFTb4+tVCUJ0GtiszDVZ1A7bHfpp1vkGrLaGevPfLFT1DrhnSsD7qyxOQyRY96e54GrmInHNA5XLLsFg+zRo84aa202+Pit5N25xOMwx5u+gr/fEtiNk/95aR17IGrPimH2YsiM0YlnIHUYsW4s57GIA22cC9dNOPb1bYdxrYEuhNzSr2hzJ8p/01VLDTRfj6id+twPC5+NPBtXldtrUeAWGLbM2EAgezG0q55vY4yGSUdq8ZCB/HRwE/4BTDgm58b1F2vyrjpMdaehn1JCT7c84wBn6lAViInBisYoAFre7prf0S24VmC5xktOZEMz6+u7qdYOgvN5ym73rMlxEoffBsoDUVeKayULBf2+AXKxI3p3ZquKDdygRLe3hPJ4Wo2i+tnSNDuVW6EbIFT3KtpP7y6nTAX505zSap6VKZkBwtC0ykN+w/ER09nf87ukXM0cGS53Y5t2XPBReTJfjOcH5SmJKAnGXoNSRHziXMu945Fv1Sb9m0TeEBptKSYAvHKXuIfiou7xoydOcnZOd90f0Bji55RAE1EOxsTmnCrOnqQ62PdYdIPJ9qaxNaL7egRNFIDnhncLBYGEjbtMB5VuqKvZB/QXhbplUVGqfDoqEpcrinCGNb46OTo4klePu5lyzbYBwtzlhzi7hJZtsA4W5yw5xdwks22AcLc5Yc4u4SWbbAOFucsOcXcJLNtgHC3OWHOLuElm2wDhbnLDnF3CSzbYBwtzlhzi7hJZtsA4W5yw5xdwks22AcLc5Yc4u4SWbbAOFucsOcXcJLNtgHC3OWHOLuElm2wDhbnLDnF3CSzbYBwtzleyidV+3IXKL2X87j2W7TgrjoRTdsF7D29AiZXiw8mPGIBozhAmzoddnx6ewAmosJ3IiqOhe8W4JivxIte+JRVg6DTmelpATod82fv566XNcDu6O7UHsC5thohD1eUkLWPRRVEU4jFZW6A+uflwFyYaF7AWu4bO+c5zu0mRlGc+KQEJH5KOR5dszkWvr+vQSueDqVo8GCMZjvaqIFN049l0+xEnFpA0uzt+LSj6MdzZ1kPkR1VWEFv07xJvO92hyDb33GXnIDBEPRQF9LkA6bKJMRKtCOp/u2OkKlcvtXENoxdgdIdzqXOgr8e20+JzpviuyrpGkIVCkN29Ef6cx+t7SNWftgnXvGtIWQWqPOBFKCAJpR7sW3FAbmppsT2jnYjekb2uE6kuqHbRq7BoGvl6H6oJK1HplUwPrMCaSV8lHBfO5Zca/odSfaoaqrN+F+BzD6uDxyzkrzQ8F2NjNnaBiW9gMlKbIOVBBrnNtMxsqosvv3uV/hZ2Ws+XXCGz95GJJtoMtyilSzMmqVAYBj3jvnzFgS5qgVw5nvJuE8lh7Z9jjdHe8FG8awK+u8CGBarJOtOovtXwJYm3wVo2IKtTU8kgCKjWvxmbhK5iBY+NNxzVWDG4qHH9Ub9NYx6RGwQiasvArm0ZQdhUbXTfloynhWos84sBwXaQlrmdHn29WPRh7d6xIM3hfg+c+EdVOOdx1jDvSjls7rA+Je1p7s32+a3YRNCBKTI7aUXjVulI18KsjAo3yIeO48PJjxNZ8O5PDcAGwqLQZFI6l9bHv/O7VHwmFPsQFVwoQZhnvjB+LhWG65ICfEngLFGsiELlYpLtSv0Ffnc90fiX4S4ToB3Oy3iamvenJaiEmMkTtWNG78u7aHqq1k74kypfvc9M1MW3usOsLQTq4VMiYh2HpUMKF4ROYka1mVyavl4rY2XkZrCsDN/cpRsoILoSu6kilWkrXAHs1iIYTQ/NrrhKbcss0W/aJ+UkeUk7+B1S0jz+OczbUAgV4S49qwpbkZWflfRgFDUQ5b+MPgOPjwGST7vl4pe+KuUAL6wvJgNJCgJDtkbqph70zDn/qXMlOGe78Ns/NQalNj9x/fP9lCDwql2rbKBbaJ3g0b/lIq2QACVkfQPJd+3jnWIFU8hn8p422zO6RdP9nr6FCZGn6Ku/CdrKpQa9nxfF25p4uPFEHxYZwvtU7MLbGz5QKu2tpTypHWFpk4KxSGCF4q2v4z5P6a5xc5Jzkc7Mf1RPMEPg+ADcGkvDgzl0pDJxUaTWistBrjSOVNjwia2HZyedw4MOgy/IZcYhKkzmD1FPWzW9qmC4+PHfkKvgLzDzoGqo3fpWKO249AhWz+DDadagTpUxg679wOKondpWiL/JmS0TyNHoTbTkHOlNenYX8f3kphkre5rSHVTHNW8N2BAGE49Dvj0ySRBMCm7URRMhNlVdCFJvYyluyM94xFMTMvMIcuahdPn1xIBVWvFUeh3DNpUyzP/svCF/ULmSvHbnZhMa5d+HEGAZIo7C6GRHCSmTV3Q7SXRCaXxiU+IMvwLL5enFaKHSXkwV0xjBrpyoyqJdwJYULMMZ0TDhaiVdFhoKzhIARI7QCfppmjt46cm9zO39p3k4CYMd8ekxl6Q0QyDjNod+k+1PXSHZQ199NQ99Y8PXEZG6ap54kXy1sxsTZaEs+RrS7a1ubAEw6YHS2ImDUJVBPxc1Okr/a+5rGhfrRRZLZ2sl4ajIRS621Z77cnKHWb7G2r0SlqXv++Ygvmrug4Etd9JUHVAmV9ouNWvdyLK++Z4bmtgm4++8Y1EfeKjWPedxzcQJp7lscDVI6cDh9qGknSxpsZxe26EVyrgbcW3wDTM5ba5jbtCeEcvOKfnPZJiD0oJRAgl/vh2WRNc6EcRFsAFvj/Ugomnllqay7eSZOU2U9fv7VgAUFZdP0GpQ3Z4vrE5mSykMe2y0gc5U4GXHfiwkhMqTcauJ/HqJPZy0Q4OoWeE0RsS92vMfydZopkKPG3oCAMob7GOS2X0BWtrNXTxn/q7yVqDcArD2h4gduaIoYxF3I6MfkiJyqxG0cMbP0xVITCZuknkvzv91iZ+mym92OyvNcjz6TNhY6jRRZqXdThCsdO/qhMd8B/lcU6uvYYM659Yap0wc+sN6arhO6qkJl4sv9YRX8TfmPZ3fERvkFLov99ZIC6ZnfmeLA7aOQBb0nMrx6KzjwYPcFdJOXSdeL1EXNOQ5MH6SeWXFnXVoHGqG+LegE6vGe7Kr6U7YrswHHemM2uyjlaDbIhl4X6kLRcEd0MzqcuTfsmOaddDGUdZDv6nIP6zQtkyZ7Kb2NGXQLX4PJhavCbRW4iXok/+lXheOP5PlW5L9RUOayJpQCtgz9Dhtmj3abe1IHlXYD/D/NmEyNOI6kYCBT/8Y/57sFaogiJ9Hs+R9npZRo2ya4Y/vcgGa1To4YKtwK1ABYyEsfpoaTc0lS8yayteO0ump5JmjblQYBO9J3jtrq4uV4hazYiJBS1DE6oB8RZbTGXVloRhwW2R6i++yswou54l4BRiLF7vet50whetGc+6vGI+/8b2FCpOPobdTeK4anko9xKHkPWGR6LfZDwoS56UWzWL+C/L2+cKC/zcET8KlnSATC80HUWzRPKQZThExnqEAAt8gkJ15Yonrg5eh8xRRZmQMVQFqw2+WKZFvyGFJbV9l/J2K2Qv8hDErQEn/JvzIQmjUre+eFwcEInpnC8E/OzjMZUvC4GCSQqufkQcbpNq2tbgQ1jcyzu0aXQJ+NvjlfSodnSKUunxRB1J6pv7A2Tg3GAdfMqiD2c3TzDvTJzjQivhuBvKh6+roJ92iNjsc0UVCmp4nJkAzNADngOdfEV42ZflI5aKmwe/V7O1MKtsWu4wWuwBh69tIuwW/yegJeBltImsvTWFpigFKOo4TEdXGDY04wQst/U9aNoFUX7BY841AX7y7tNuW/RPr3pqYf2DOpL98EXRgYkSrva6P/+eszJ0h69j9uqvwEza19eSBC7QQ8jvhONwLiIfkCXSSfZuVaVING3TKzihMokLXkpTi5SNvPCehKhpiyptydiBsXg6vl12uuxNy7xLtTWvqTn44HIkXU61Ot7gfpECzL1aAzZuZOrAq6TqX0lPOagNDeI8X9OppOEZBsMQDZLNFZEez45gu/H5AOagMNFhHey07eEsQ7tj3mVtSzgdzuf7MINij6wsT+ij/o9qd0LfxNJF0wD1+tIKs1gdp3FLSj5ryYoh3EItIT2ruF1u2TL+0oNPZ4eHVbqDKpaYTrNP4gw78A+ug5d7hdAyl0tnh6ONMwy89mC0Q4B8T/0m4EWCJk1TOh5RgomqMikQk7P6nojBOc/vozZrgUT6hyif6pl4q/s4x5+3/RICuJsy5fRJgdPpknra8x7qaWGHS9CWndUh7EVxTV2oVjcKu5KziZlw+Sik3ibEPlwV7t9qo7TI2RodJH4L7aH+kAxf4wacozOK4vGuwkyPgeXhvmG2cj692hDTZVrkE35wf9+B0f26vDNIe1ITTz8/tkCn+MuvdQxb/ACSmobL4wAb7fN8i5gP8ejoxkaQeTlHq/esk/x3g+GPeHGMTGbzIUSVz2UAfljW/siwP5ZGDlfQw+zRpvoSEXFu/WbTU8v5r/p2Wv24to7EDsuWlPKSAY75VGe0GNXVDPKxyAasnPGwFJ4V0SJnEh+H3AMs0gTbC+SOtUXEAyH1CPvNQ6ENFvbwMZHw7C7G1Me0I3FOJumAHmdmOHESMyDxwyRB281oWmHLxe97Gg4ue7ifCJHLNHMe7QNVjPGuEi6asZtgSji8tg1lPXQRYLPd2moAbjYnYx0+q6B5rSKHBHRczw66n1nQ/RaJnCFgf0BLjp9g17sP2cshMzjCz3LQcaTD0nN1MDjn+BeJWeUnYAna6/oQAAAjZGhaVBHPOvbA0glL/Me3dKcxc85XgOJ6bgWWsNY6S2u4xQHgZC0NWfYm4VDQvOrxJeiiAcL7RjmvTgFsNrdCnzCDbzHI9u8g1P4xvdKLllfAdwlBmUUFKbP7jcK8+V3DSHlePNMsHpY/mDPc6PJksckCRop1eiVhkkYoALfwjU0R9a5hWn/XWVF7moqKUunfDXIWNDuNoZ8t6pPAnz0XqKQQ+YYA0n9Xzaobndri2Z2cVBj9U4OKBPHpL3y0bVxEjfrv7pwPj5e1AvpC3mywWVcXdwfczRDWAdy6ZdXN6qp247TcmtuaY1A/HhS++CaHANQe3v8NNxfz66K4nChaQKpNYial5dW+cBuCMFROMuyhjFNjLQKLDGGPsAvX8CzcvQZPdmPdYUxqMC+Eark0lHnbppxNh1tfNpiRLpARAeQTYmqJuwT/TaQ1ZGwv9ZIMKcMiHAV6Pj9L69HC9yyMr1McCW6LtXmr06w8jwUDcFcOs5OqPMqeCV2yXL2PipKC1Bk6m0AVG4uzbbquF6NT12JNSSjs41f8s4MCgseMmGAjzzuu15Ps9z7MyhtRcknsTp02asFGUthKQNZJqC3WR+GOPziFnQBQLJH22ltEFlgTa9hpXtx4ny7jX6xZKgahSjOLdT9cU1VPOtuYna/jxrSDl0B4YpnqF2wEc7cwrMXjM3tivR8Xl7xx0RfOnEbKxI61Lxb8eXADWpWtA5d0pYzRBFw6GznP0sX+5Z0HNJmA8L/Q7ayVH+eRyyaJMRlMD49Y02AYvfjaxhHRm9Z+rXe7HypI5NxR+ZNlfyiV21p8PIBfw1peR4VBBmsvYL8er7MqAEFT7Zpsf8aK1vT6JnirGpSbU0fK+Jgp+HwhJ7Wt3iG6XUqLsGjvbZLM+SzcWg4yb2/nHvk0xkyJ2u+eS8rKIWNGND/0d5bKLXXK+FDgryjScf/2ZjHatwFlJttsQDhruQcw+3340o/uedkKYQgDzq9Ncu1E1b76vd7Jl4T1HnZ6T4RFFHLlK+vSPlCGBwyNSkwOK83nTUMRD9ftZkV1zGK+Wrbi0wcxf0TliaRvwcIjkVySWnSkZGTkgiHMkG0mfymbC6pVjZZDdO7LlVwJQYfENJediodg2zrTxBe2OJ4FYAnIEVIr0+L6C3cjiMDr/ScV11/5hnq4c9u9ADUj4YoMAudV+xWSrKY9aTg7amUGWBP7LbnTjAgUeP/CMzUhzZPWxMX0uM1Ft093vd84/cySCqPKcqpxrpka2IxL7CoRdVEAIihwVkEWrHqucl/j09s5EE9KgAZDh4tQYlk4klgmW/pvFHjsZTV9zXQEl8BcuYMo7Fmf7FCIwgMnCOVuYHA77fOCwMgYbqmHD6fkZdryq9HD03yapyZcPwU2YKc6W4JwSP+4BkbBzQXZZcpnihtxmG/Ks9UCvo1CvxAAKgp48OXOv6LRmxYLJFDDuymbQDrRCz6g7roRlx28JO0yB+c/Y7RJhstOrHX74afLCxt85/RpNtPyDlJ9FRMHy6aVLCLdNl1iQHZFxsHobFRYJcFMoEeS9JfpgfTfB3S7Y0Tox+EYJXzsrbaWKcWoyqe2aUs7h0Ixy9Buz2IxjDC4Cvo/AEAswyWELzQo0LUxjHAXXQq5aD1tk1X9dcvF7QvfAkUHPenOuYsg20qTXeESjwqjex+xvyiLe/NyR8VEL48CBFYIpaWvlfpDdlhnfYpnf1toUDsRdX90iBk7wymXAWcPuaoNez5jqBbXyotHWBgTyirHZeBvSu6MkDnp2VKolzSd8ye1pSFtnegfQ7mOyKZy4LmanCbTXX99ipamrkO2H96y2MkRTqLi4zQ+o9T7R+QGfAx044NF2xUDg0CUM1cgRsrkZGycQzoimtjB88dq1FysL/+DNXbYpRJiBhtQSIsctpJAuB9HgntxYrM98Ksw0oV0tPXdedAlNNY6vqNeMc+TzuOZnMkfFe2p1htvLDFgzJ1gYK8ok/GrkWWJEH59aeuvhWPhmTdAyAhwsZ01+F4pbxv1n1WnjAcKkAELjACx0NhDaRPdqqPH4MmlvmYshYaRJffpL2XuC5y7xHnGynmu/ry5ScZknRO9bFgLmJicx5FM3O/9o+uwC+YBnArEDNTcUlSgjSz7kn3zsOGloFEYZPMxinVdo0pBHv5LbpZ5fU7Jay5eHXhRa1MF9nQcPUboDLkqvy0b73w4Y3NCa86NdtMFgFUc/w0NfCoS50b9MuxF9OXRkgLQvca8GLh6TeWBqRGR6kpbetasSkGGc9B3uldwf3DwyEUq5FcNTH4jx5CkyYMudnJWbR2zVFZ3NAfxS0yBrL/wEfTjPkn4J10tGZJy2HspZguzU2n7Fp5p1Cb3r38JDLpcDNOvSp/Zer2f/mi25ym/BavzWq9sQszLrn5De7aBR7TNlqCVcgEn7DZjqC8dvXz0q5v26g0iZ12kqWHOglsaibtoNNsVs6ThHj5EnoOSST+A8Mx1RjcxtgqRuH1Etgf1DKN8Ll6Bw4ZfRxjoJace2oyxsEJSRLwJTAWRjna9NtSQGHo8ROtqkDyOYKqil4oWwBOaJJ0IOOdlvR93zzbr87p6MPVmyDFHiNrms+3kEtkLO1n2BWsUCiRInRaUmln1L5E1897vus210uiFK7EdI4G+etrCq8KV/BzzKZv31paRlyPDVTVQP3vRSYlBg4N47jit1D1l1TYKe97BeUfp7Od2Obdlt5MYyH4dsPivx32zz4NNqEiHPbTGOJGQWcBCTI+afrjy8WLyqKFHP6SWoCyivEYU3kb/ga2W0QhkfoOQjjj3E3W4pVfm6avWErOTxfmfmd2Cmv+t0RSJGCXw42aphdbot+dVifusMzgeJrxAMuOxoK3p4ze4oOfcJ9hF60QdkSwKgOEr3qTtdwJ2ceJ+RqwQWo5Yglhc83scZDJK7WkV4lDYoQh/SRzxbK84cCo6vWGj/RtVYq7cR+oQ1FfzK4P1eum02mJDLkO4il0r5lSllwFNxzqA3ny5xZUsVBc2UDr95tfaHvfI+yT637WQixajJYFiDNAusWqQM3Ku9jA9B6Mg4/GgiD0ep+8vARdfW4RYVSXKU0r23p1E8wntVPrRmOb1IabxHhgjOiTaB3mN2EBfF1tPLrqrCZ3vEeoW2YTpm6sZml51nGUtW13FNOa6Jd1Ekq+pzwlQk3T0wwlQK3fTxU4jli9beGDEjkDDvtbL5Wzpyg2+JxmsJXwkH3T1bb5ZpvheUoKOLn6jzgJwvpayNEuKIOdLOGZl5BfGIn5fH0YaeQQnVPP1C0Xl1tPLrqrCZ3vEeo7tSpsRma1Up0rPgheX/1i5rP6w4t8+63+JblsT3e3Bla1aKPLulzhuMrfH/VM+FRALFCtoBRV+bdbdb4AWrd38I85KP+a+tayp0x7u7s8uU6k27R4hMbD31g+etGkDjPoaJofVdHOxiCJ4xT9dWj0mQvhp6vKXv3FaNdeK7lw7UCyP4Gp+YMNZJbVbclc1QH71Whcl2PzC6KBm6TMJqY2WMEiq+cWGfUwCoQQvz8PhX9OfjisRh+Gx3XN/jbvGOjP7fjdCWLZbsOF4SR0WDu2gA6NtYCwXrwRMViM3ozqSxMNDLQ/gGQCeMNbJyoeoQ6Dhoj4NFdchhgz+AAAkJGhoahNdGI+TWqIHyIr/lD3j5k6GJiMoVhVaJQnJA7oWXMV2G2yQQ01RKbBIB0RjTbxghYyN/M34ixCLI3ZquTlOdCgRmkjewg3GuDdhpvYj0O3hEWrzx0pM1FeSdtAdYC7HIyGa9ksG0MqXdzp9H5pEXNr+ZmaEybqAsg6FSW0FMMeQzLipkYHjPEPIq1zyLSkJfZtXcibck8ZtW7qrlau3tnF2g4gXBp2jkBrD8WDD/WM1LovvSHHzoc+ohfGdp4O0ysRQF+aBzb1xAey4SRSeF8ROSkJEPn3YvD849EhKBm4NRf0evg3jaPKWkR7CbnE8Bv2EIy4CdgDIhcAaTeQ8vJI1tbBE0loEiY/N9YJcMLdF7M35FZTPZfCk+CAXyB+F5HRmASaCDjR+fpkNFmRjkvDWwVv/3xxETK7zuN7Dt09KcfV/NfXkfr2wlHpJs//lKJizmvRrbkIZGeV0qu8TL/Sg3tEFGIdK87RQYwmlol6lb7A+5KGlF41uCkd5X5Tuosy6/mkaxIx9IGPXzzxumdIDCmMoMKn+2j5IxDO+N4EFmooDwz+eaStBKgQh1iqQhtPVyi11hZRVRmSbqDFd2lL/hNboq17CC2ouPV0Xrp5Q+acxxZLCxMQCD5X4UXhkmotnXwkKDEy2Go5S+xea95pu80gaVbavs+h1buzYnfJtovphmNKyK81O4w2iFBWNY/DbQSuT+4mQqyzSbdbwMn6JY7Wyn4+2kQyunevu7VlV9D2b2uWYL/9OeRLsDk0VYNfK3vGBicN4H7Qrz5yjyUWYYGFzAMGgmBEEd4mS5MqcumTKBfZ1bkA1+9PVeyfl3Uooud4w20/Fu3tukb9N8TuAnVD0Dv3RUiR3sw07Dm+kt4qlf5o6kvLxnOIhlkpFjV6QnOCf7WVVx6Rz2bTPkb0vvCyiXVIeHYTRnz8enHY9ynfXe9N4NsqorDYsnuR0y+Gvzf66Jl7b2BCWroeyYDNHPhTVHYYASH/yjI4YXgzOd9c0Jke1OkOk1ffmMrh1d8598qq2HLZZWTiB6myUts3ONzektLlG8Iqhb+PSrdxVDTwW/V/d9LGqycUdBQz0H5KKYLli+bYnd4OLBhbnprGvVXNfuYbiYx8sz8lO+I0NRn/9ujZ1AnIwXYJCUEKptxAgIA3kQSft1l0xQIURrdIkhhj3pthbbXjj9LvHN57K2SoNS4iMyiqCR4Zs0PW4g0TVESffpWWgQoRhnKnjsQjyWO9RG+BJbXRdWhQ8H8/x5cK9ztEk/4H+6xsJQN6nr+Rd2GwO3Roavfhw9kr8aSvIrTBYApHet+wNQox/7S+z1Y+xRM22KyO+1YKpKS1FdYKpxhsMvdQxNGNI5/gmm+m8oes0y3AAn42XFMdvAly+NZs+9EUJ7xW+ElUKNSjPdMl5ny8/udVsAUuHyCEBbMxOJxHH0GE8k2X+50XXhK9U9Ras/q8lPfFkoOdKx4ByB+cNgXukRCkR/3u/HeWB3gKfi1THFBBs54trIrx5wGBtXTNQEBxqdhrmST/X3foVhngYW6wVKsfEiojEa3jImgIChnvANGsfSml8QoTC8TGubYFNXB9OAcZAosyr+jEczQBhm/WZ29tPTdzK8vOr7uALiMFUTXKlIMp63TJP9GLTRmXQlwnOJN1l07UpYeN8YwEX51YliiEIBm87oA/orO8MLLuc46h4TiR+6DAtVEAddSk0MEz3pNpMrUtgAI1F0Dlqsy+7zWan5DpquGU4i5rPbjrN55uLNAD8x3BgeDqK/zaBx/7Hw//vm+GUwsPrD5nSuYSl/sviU/00yQuQUDMjUQvAGhw6ABd+Ugg7arnAv4LVvcB4w2FOr6TiinLQ7DCXcBBr4dLviS55hi7k0DyDbcnJ5dZjIIoRm71+4VBSbfQZXFpP4LTsjmWKSod0wutb3gIgbwUN2mq62NTL0xcx/CHxwOxz8qgCkk3YkEFHEYgmPrHL/KZDpuVhFL/x/rPG9G+/H+WqFQk/Bupq50PaS+fqk42vKC/1D/aaaJGs2qQ05qRY95+LbmG9gayAjol4lebvo193cpG9V7HEA/ECZkONO7pkmVXpKFETuirtj3hPKILV//UvJEvJLiHVOS36NmHiMHNhBHgfdDSynFPbbpVR439XAVnOa250PTNxgI7i5kS9fhwwSpWui8UZ/AiR07QQpMAeUtrJI5ZGjC420CszXXcfQr2HLfYtvZFfTOPalPzQMbT9MA+pKP4nmK0qLAQcSidPweOyiRp6PToB3iOXgMWRYzCAdUar/gzitkVbwV4TmCZt7GDXgC7dQoe8jJDmJKR0jslosCRqYvuw0UHpT6iNVuw6RcT5Up166iT0hf2gL0nIAKL9hTIYwDcSBkH9DCtS7NTdencE/OzjM47LaCCNVSDd5ubtFPRwxii//ywyL9cQXU48Vt4Nhq7bsJwZsDNoBygyuGhQxuyatbtHW2SKKtjNcww1fHCyGg5le08EHbCiAKePUBREmlw3HFs6T9kwz9XVFspgvyNKlzBM1LpTFVQWh2sYiC8xKaLKRt1Dl5L3n2qSNBYUwqsMDWmc7FPSU4qQyLzlZwt+yuNX3jQ40d4jGDlB5O3BumaXtopogTTXl1CR6+maExADGkoaPjAL3mLm6aRzYOqwPtkkKMdrpxoGDid0gLbBvHQHFBDS5Wzlbc3vhX9fvPZOnQYtYSTT9aT27p41/S0pEem0mPDz/xAC98R06AmXfrb4mJz+Lrg4J59KEq5VlAYpN+m2MLDoIVnoL2qp5LWZjRjLxSogj7sVZLHp/4UGd1Z0x2335XarjuuADFiyX932KHsK27FE6DuQtA4oZ0EJpAmm/m7VGZlndLYiGrh4mH4YGV13uxOiNiH88rrh6pDt5Lr6BKcnP4tbzZwyDhzlf1oo0+N90dLKqKRF8OzOe7+S89G8uTx9dVN+4cJVqhFqdVSjxSr7MtZo3UUh56SDJ0qGcEZmAe0C0xTJb2Td93DqIKO/wyRN9MdrJhXgXRBe58cA5vshD35GnombvHD6UyWSt0Y8NsZgrGdZcgZYerc+pA9mn9er0auJTWkrAZW4S162oE+xMmpaEVjVHPnnBn/XoqwfWs1LDnC58OkZpYUXl6Hyi17OmmmWCY7/w8Ep5bbQmlhZI33YjfmBwILE/9SKkDA/bVUduk5RWeWa0alZUQe0beFmEtdrYeAjK9ib4ufvNlCjqFp6ZU6/7LAXQX5dTo9x8ZV4r4UjuP7PG7ArjCk1rttbuGsF3IhtBTP8rYO/w798NMYOMK9f0h6wR7CdzfYdEXXm0YniivpGZqoSaEo3GtThDa/BZdOt9oL96xVJ+WE+6q4GqnMv5yaeFPKc//bJK28X6QIt6Yv/T8v7J5JUWHYb0J8Ltrq56KlE8aSDOV/lhnftlUWNEv6Gz/2S7ThECku1RXFJTa/CeXNLq6GLL2XhSCKnopi7qrakEeB0f2/e2axOm/4LsQhhjSdZ/Wif0WtxQzzeE1c0F3yc/2NB016XgJaTlMJJmfyRopC3pRANlUevi3P0LHg6QVFLUD+NFrxE0NVH8tzkAzKgK6UsyJMT/ySO7968OTQo9ROGZiIMOS8TYynrrQ1FRCA2viISTRbFmc9XljAyFFHqXSzDA/VnFgL1WajnAkSAgaRz6Mz/jFPKCVTGTDC+YllbEq3iZJ3e5R1r2UAbZk2rh0t2pMOnOPv8qlB1rNDvX4X0bKP2Q0bUwYpjuhlA2Rfb2ecy+QaDK8mr8P57qk0LnrKYY4e75s468cPbD5JVDTTQpNzltKSNE4KbYRL5wv+H/XF9Zt85VsvUvlzxlcYa6gZHvK7HEUEpgHkU6gjJHxwU7QxL9jZd4/CJcxripL0Gnx8519cr7GIFRNY3Gj/hHv846cZYaxrE6w/RNEVIZ8I/aD2cnqH+VBlLbiFYRK6D/vqUc3PNVK8v5VwPfpEy8jQBUvJMMEGSUPu4HQ54v8iW97oXFCPp+oQYPyVaygVixcftnhBBJsOSAQb5ODkdIOktkczXdxPWguq267SkQwfdMJ75DvHRIshhzZl/HtxOV0nKb0YYY1u2uIocb9M8qU21m2Uw/Fcu75z3r4PxOhFSnBlWYfw7ADPsEgXYfyXV6HXkzhXlmkbWodvJJOZL7QjL/fqjhPaoYsNzv5DvgRwc0RaAcUrnWQ+TZuBTHIH/O8FsaMHyAnLb64FwBU7o/Rn5kS2oyTQQcf1mJKAyouwi0WuvfxalGTReogRUppa/NUJ61h97hMqnIkQLl5ttOFVtl9sgtJXSSqXuDuP+P0bfCGpVBqvOvPSa+QkW6xoOsb4bkDxEoj/nYYA1e08/Hu/4heSoPU5TdVZaZ3kBoeS/2YZs9vh654AV6jSWn7jykKZ1sadlmGMQLg7KJzoST9A/9T0zQclBlZoaxivl/thWo7Tss8TAJwiXCczLq77B2AjlWr36hDEISBKo+9rgmIRxxGrTnfQpRBbteD2JWskv4tr8nMBSBZfDjnFFOCauosBOgPb6twCaa1BWGsfMe7QGgQi/gnEUXLaxQBwO7+1Y91UPsIQXUcT200m7jS8TCBxefqHardjPrVg9DvqQjhbwhUsT/QrQBUnAczhKw2Olb5FaSZTSFLak58n4f++KcJD8FnJ6KoEUWM3k7bxUMwdNkcgZh+lbNnqQJJO7kH7/EM2rcACqGKmpfXYRCs1MXpbPDELEyGNZVzLH3uw1RPkEW6LRjUdZTDLMN6q0LYXurvmXXaoq7CJVPMNaVt9pjWcP2Py3bEG/xm56guPpLA+R8u9XJ3GzJ2oJPsri2migSxKVLllkPT0L3p5B3PCbC73tTVYSu9O7tQ+ITD31DFMcFGUHyPD8+A2vYveXjUQgEc1S10nypz9RrU1dt2LHgeOFMltI2FnuF0CmDguTJi/Ijfv0ulL713UC/M8JRA+COL+aOzzKS/A63mXMMz1SaYCZRz73uL6GAqo9zi+uHm5G9iX1ddFL9dXo7eet2UXnuSyxaBSL+potu/sVI61ghj1RqL/Y8g5qCXb5Vd5HIIcv3seVPZXaNYP8+TDvOg+04IOkJX1GIbikdG+4r31GL5yJtIzUCX3HnZrUMjvNQAe5Q4yxNJE//ExvPjuZr7ukqbwCkuyvDGS1WU4fZbsalsEMmor3SHX7yu9G0RC/DLK9n/kPK7e+XiKm7E1NUjvAleaHgr44xBk3xAUgj/QLsRQ/tmNz8OJ8WxZgN150ernxgpB5XYf0bykYNrStCWjgOF+ZbGWBcljWEZxfsCrpaxqmcGOqgJhVviChEHmjqXvF4DNGem2UPC/NnZebyk3vK/nmUAAaW4//edlOMpA63KCQ6oOQZT28T/C2AqvDgdhN517/sNSP4ncuIt2syoCgl52ytit+96OFQ2o2pyhB7h+P/0sGXbrFiczOzqIdxpzKxGhZGLdBR1cQ+PGV6MUBASe1ao1/Girl0Y0rYi8F0AgneRBNM+DS3H/7ykmdjzECPp5+WDGt6GvEQWiAmsm5L2m7WlCqzGJvRpK1eDDKXdq4w9jOB5I/qY4pH4Yylwh+046hQ/jYhJRLhw7BorPkK66DhCc6L01zvdHSh4Gl0tX9hrTvQejdCC3ig68BDcuWJ7lpN8WpJispXh8OT7PaK9qY3rJf3p27WuJtLLyabLbaXS1sux0wzVXM9PJi1e7IrNCcz6OZHXjIQP46OAn+/tgiOAqV6r5GNxnsarZNGyyIXWtwN0IQu+wGBZt/BsTWDRdRIP3M+s2oul5t5HfjCxVIJ5Dc3HRcYKW0QRY7Oy5+nZ2IunPtRrT7Vtv+G+C0joK2DlcKemL8FCieh3HdpAHU8qg1DzmagoCEWVKex8X29RSYIFUh4CHoC17xcHEDzk3CxPUajnsn4NTirDP+RbuB0lyG/ZRVRrryBVip+Lsw8ZgNn74gRrmOs9WYmjJfEfYFSxR3+9TDJNquoCrKYgY1np0QLSBEUExNkzSLuRoMO8IWpOu6sf9/4yrd1VhuyP0HWhPxGHAZeyc+ipGU9bEW0p5+HNuWV3kwSAelbmz/+nv3Hjmi4DFlZOpueEPuhxAvoE0PZNdfWKZVvQurDVihdFweA/Ctb71on+MazriOMbVz41f9LvD0EgGYgTCwJnDyDIGNm/pKP4nmK0qK92sdGF3/0PLk9Dh3XU9Nqi545Kfj2oWdSGlzuZhZAj/gNnSWBELwbP8d1HD4YHQAF4a+00MtcIF2pr3MZoBlrpO4CYF1gBDrkjQfuC9zB7laB6QmxOlb1FBtshg/XIXLt4PfivMZCD4y5tk/VaZoK2Mrl8behcVlr6Dha7hcrhLXK1GuBq2PuysenFmHYo4wyHDnlhhSk+d1N6cNB/vw+2wYZ4ztmiQDOVrSMNGoOtk59Ibc4iSMVwJgL9kmbA3mv2mh2GWrzJ0OHodQDMqnM1xyyb8rKzB64XOBnWv4buQlXWlyR5alrdtTNN83fYUkNUa3WJll1GM22styx2N4yh7JaKZn6PGGsC0xrpjyqcIG7ybD+iS4YCp3jDqsJdHMNA91Qsl/89pZ9k376yTDbXY7MdJH1J43G4xUVqmBrZ36RHOfSkmIXrPldJpToM0G9lRJF3tVjDwgFTEXvVofBZErit2yudpAqb1xPR43sH3GpSuQHcGytIlsvf8Bo0BsDeUNVBvBgKGDFRe/MXjmB1m4lP9LwQpm4CIHWAnU0Wy5B4y/+rhWfQqTxBUcc62cVt6ut4xx/ZHoMFy6tFpjbZVk5qsGQtPF4FXnNb52+j1EFgVzxmsXGQXZYh1ia7ZTYlE2aL78AlZw4KPf/hqfS/O5Al00tUW27+dwA7Ew+crIUbpC95J9JG5wonH0bLqOIAD3LudG7yEx6anIaDHQLULsz/NCqV2uIHmcvAzS02HSNZhu0Cqekr4fTnh/JnwO6oyq9KaWmkFniFZkDRbb5aaZX6FU1I0oadShRgEtSpSD/tRjrFLve5O3rokTC7DEZM2oSStr+iqOL41J/8c82opBCKv3NxB8FEyzI43yUhrUoZZP+9elhoISOJfJl5hsPM/iOCAt3Sji3aOP2Pw555vmNCgwJYOKwSBTXiWIISG9ftvILETenMVP1nACMV7qn7hqwlS2AVQ6nEUU8PMsBykzJ9xdAvdXRY7E5/X0SSeK776t8O49Nmdlqiq9MmxR7/0g9E8LIPASWj3J3qZ+I5BVm+3hYaqQCx8B90iyQqrW8nrIFjrlVYunakUOrCHq8WYxh/iINnttK5KNJBuYXsvKS36qve9q6pGYbkYn4IuXIob/Nz9kXBjGonwO/PGyvzAQRN3BwkcUbKl0pCquYZw/JPbxttKUy1tzuzvCz8cO45qTcBxxRyZ1hTsXJYmNSZIDql7XjbqJkodz6Ad9EG3hHqjG7+cMgeHiYNeBE3KzqcHX6SCQjb9RQFdxmvSufH7ERjC3e9lMpx8p2bRIh+oZlN2TSJaqf05VYiQGDlUmqFwvE6GbJbcIo7GoT1CQZ9tmiJ3+ejQShVndbGS9+lM6lKXTYjxO2UejjVSzv03gqs05q04w+1fbxXoxxiNHCW76UiFV5c/P0gwHte+YRorMhgmc8ZwrB2Swis97PZRgDn1bXqfzetxmmehd5gDB4H+lGaLQ81KiuWFY5cX63Ztc6r+FRhl2aGvkvw9RiMDWh4TnyfRDl9Vqbk1iXKWwKY+FR3EXVbGhljgDLeUBdfSeZzayp0xqdOkoEAez/THSqo3sFUBrzEJp/r8vQxbsZMm0RTTmfZMLNyMxA+Zj9fA2F7Qd0k0/yMPJnrbRIsATTjC5oqTKrfLdY7iiG7vHsvvRZddnzDQGEQi28tMcrO+SbQAXcyjTktbbIHuPa1U9zxWXypfgIOAm4D6802ZHZbUrqCbFOgUaIhCkUgQWqvYiowk1Cy6FngRzk8zGx7sUWtWij+T2vl2ndx6W6HrsOaMEQHfCQbvbNhgupKC9kisHFQXdaiUySjvLI+NlNTzG44HTYjkgaz9IBszVlVvk/WjFlIbupAeuSoAwKOtTfxBDx0+P6BEc3OCIaiEtRCwbCdXj3nj1Vsr7a4VxlUHEQHH5h4Pmek6lIX5+HEWh2odGC3b4lu7kan4KYrLYUAfZRZ7QSdZRQscCwIMcJ4Ipxy9mLx1TH4PP5sfb1CZFPq+dNddnoOIjYTCt1YOJNb73dpNYks3+qocqDnsb59kRUTA3eTXvDASxynyqbyUmFH+f5HksTjhp/XleQL4CfEf/8nNgfMNu/GM3ofVr2Os9jC3UwUdnaKY0t/ZCgenlxbqCGiQygBCZCR6nFhnDB7fI0mD1StAI/1/bMoJTdAbi2wxfbxUzQJUy84yD4P+koUEOqyihWSXjwmgg4SwjrFW5V0Qwe04p1wKJ10FzdWdkIhP0d8bH9J7HQLM5gTEI0yRzDxYAx5u4+N4dCs+cocW5NpIDBvMk8J+JxNUtgjaHku/CaTfwrQLYA33NDdXCVXe0dybPYIEnfBR1gr40ZRnshClRcMZwvReREAu588WwlZoyxe5HD5pzJMFKawyfgV8aNGEe5wn82t5CzEALxE5Qft9ZABN9ZqJ0jreGJsBXRocXAR513FZLdrMTqWF8YWKyI8LCTVdC2bjiATmNpXK4ah+Ie0FEW4LZVbnGY1wBLWNkseFKq6nUe/3lulUf70wwkY4SUkBAoauXDRcXxvFO5VXv1/gI/N6lyULmDkaSR2UX+YXavpRVhLeE4ySx3QtdFPVetFl3NlSIPMEW3zhK5+nDsxe3Sk+Njg+IEGFvXFhgi8j0LuHvQGwhRTVmlYCLzTjZHyk8nDI5ALZForgJWkcC7fuPDnVKqY2Z4nvnoATGMEKEuQ815UCikMQZe0OZPCGYcXgUc2R2YhVE2tqtXnrlM2J0DatFfBnRJHwGqm3957SltugHGfwOkNfPNQyWKu1VWBwLBdxaMhXslBOPDx6OQlHGv/naJ3vsBneni3flf96ARmySFoKnTL3uLzdW01ewFjrkhhoRupsqGyygwxUPX/11NtB+1lsa7RkDquTirFytNVvm5gbp+vforrnh0Xt+xWOsgU0RFggG6qaaE4ETey6LOGU5XWgLiZb0mAfZXRbxHK+4fu2OSNeh9wG5dsZ3AQtVRAJYSBu1Mh6O3AEDYy8YzhgBsdIX6HicuMzNIAghY4LdTYHO+Dz5VkZ2I/WIZbRiw0Kow7qwoysubS6ZvqyxWX1ezXlqz2zmjxczLx1ZeUOur/Qt0CpsNeDUSY36E1S3QJ3ThDKQTy+tMSeDFTtUKzntx9cMDBwbuPHr1FMMp2kzqzFOeEnv1ybWhsuzg10MN9rwiPrl64zGI7FC0Igyw5A51Wyi5tgBHibWEJ0IXx7+ZZt0YHH/sAmSbUMa7VRV9QtP83ajCnVJDiIY5xAe6Tlk8Oubetqxnl6wjLxXFQAazECpWbophNe/e+VHpEq5o3eNZYlj6wRqHuNX29xtEFOuqvtXfiBcVL3B+dKFCPXN60SV0Q2WXpS4hYVc1xFCRGYW4N+XaxyxbR4jBIm73gDCJry4WUIFO91fs6v9ZaMi0I9KjFGZ64KN2kyIaHLpCBWXW6i2QWhkWv9R8+kVZs6qWo/z6aD/0toQEXZoZdK9TZnRzFctZrQ8rWFb0GFmDD7jiGk5E3VGVrBFwEzwZCWyt1tWn2WYxBeA435PfIcPUeFy3AJoKEATGQpuTNSUqUQV5yMv0LH1NgCmjKmE6K9KFQOBde5YSEwEvucRb6CQvEq37WkfyXinnuYg3KW6eydlCBR/i+/EfDydlQft6Ec84pKXEkSFbcRCGEHfC47VHMOyJy51kTLeFaW96n/tyiN5FHXA7X7AMbKS96jHARPT7njIWmChvMbngs/AS8XgRNPLbMGr/konphHySapE+ttoNZ1iaP58LuvpQyz7Txdz7aLeDC+1LeTFAz28cM0bJ2kwMi99UGwD6AmNfm/PGehCXTD0+h5Js4fceI3lGZGLtvsPJUi5Zj9xiukVxE6T/8OD03E39EP/Edc+SXFenmoZhZMR/MYtQH+TqTjqX6ue7nEc5LldFeSm7cHH2XoxB+ut9INYjgjzDoWYM18Ys4G5vDEkba5EmPAyXdCLIdKzJtSs3KLQ+8paU2wezxkFVuwocqv7SG4tdal+pOSG2NFjX+5nYaSJDAriozBBzzzo2BH/wko28wUp5+m3g7+EmoJ03Hc48I5GWsWKKuLchw9u+ORk3V4E1swpkplJDLGYTQayw6H+JErqZUmt+wXfbIFDRS/sqd00wMN4vxN/wH+atoHp498lPw3oc+9FoIORmNBsbjw1qwFbtvx5k1rbxYMi5EVgCoXbgAuURgC5xO/VlyzoC8eqABObSbEiMqdMPVOyEV8Ic4REu0gOxT7nJYBW5Gy2QZipgjvmfBhrr5eoNue5SKAb+Vm3y3hvBKkMxbOWm295PfRHmbUAQb0tIwyua6JSV9mIHK6XnaYEkw816xfMrh2dg/ll+OBEufm6BZOZLhmmNaBhr/Itse/RMFwJzbxPl/1J0OMQKeCkK9MvaH2vzrKolJjzG7U+I1k+KeCcxx/qM1pXEkmJ/76MdqGqlzlutM4B3+MSSW+X+OzW6aaNskk4mDl63l3rkBwqIkSAI9I2LBacke7HqiSW7Eh/pfMCqXBRt8+JFHN6hS43IJj35/GpghgOfpHPglClIBwL+ZSUnFl39d2AEyGwan8I8OC+SQSWDWu69UOLVjjqUyDm5EdbEkEQgJBIkGY6hwGhYv+2gv0Pj1TqoaCG+du6pAfL04OlXm6zPJOm6h/RyqSQx1XpGoRUlPTisE9qXmgibbm1W/IN3+iC4pu5lYCwTv5w5sLaTMXqBIH9uj6uqs2VdZexfwXphIfHL+jmvARq/DlaGLxricInspRB1vMnM1Li40Zrbf/JYbObVPXq0Ygss256mZfvvHIGNg3UY0apUNzc3ubdHrSoFez0dYaGXfNi/SDrg1XMhpS7+PikRts7w5uWYiAdtNtZSSEZSWywkeKQlx8AzCTP/l7VmYyEUhk74woaaGnyqTbPcmpFQZX00NBzfn+QQDxThZDc3P+XK2XTukwIr6OteTN3Uyo7hqi2vXH683y4hHUIpbwhF+otKrxMb9GyksLqirsinOBY0zQUYr/e8Cm/Mq27tXk6wZEjj7y6Omn0HzU6uLDZqgpItNsmxIdXb2Qi1UQdEN6oM61HqQaQFJg2TNrb0oKWCY2ktM9TOVQQljLTJ+u7T6hD4DFFPrDfoTIob/JDjpEeZKe5F3Cp7EFrErkJ9ELaELUH6pT+2Kpn/DfYdmAXC9pqw8tIXf4XsRMq7VgKJlnBAH3QtKIqssPK86i6M5tsLwAYM8lNZ9zZJlAWi3pYJan9CeuToEexv1Qrq4TSe23V2CGaCJ1q7UwCchACz0etMi0XzFY3ecchNT8J6YOgKX5450LjzPYeitWmm4pRRd8U5Yb5ZAXu8+Unlh9YTCjMlFSVYxuTORgpOG4fZ8CEcMo20bjb2c2ZDAlb/mDX46sK/lVtjuArwAm5xuTmtmRVSR0Bdj0VFtNwRbTcF6vwUcsefs3+LKqYsqpiyqmLCYE9f99QjDIeERiNJild0QXx2MkCZAO2UtWYwKZI1pkDLhT/73T/NDlhenq8iKX8nVbi2SOdqVZ79Wb0LWPD17btkbpJi8/ZEZak9wtqsBMEhCaNPghJVklBqIM+3jPAui/YvpV5EcBeM3uPKHrEec5UFxizBQrCoByqShh3IGjtFIBxqst4NzoliGolCN4jZj1IPSpe1yn/ZuJBE3wt+PKfNToP5eNGmVr+LMBvhpin0gaZ5Zta203r3gdogc8QV+BSEpxQVMeD3bMfx+A9K6Q+4xAT0JkQcqXnLvPOLPejWqaqJiX4v3CSTP1GjGWjCRLk4oTFF/Sm9h+Q7ymchIMTBp5JaXkocg9J5deav7qAIZhLoHMThYj6ndpfTJDCZFf8iGKFRJ684f7iYXAiZq+jsWZNIx8DGwbqMaNVTN8uIFWVmbcE6H8NlMTlb86w0Mu+bPSKRvJJAvL/acfNajsphJF1EdVE5w+1CIHqVPjyj32tzcEqwC71AX8x7LeUKk5+C79/AA3oZr6O3OzHB9PxGFIDDfmfItgNkWkj9aFHxKAJu8agJHeIhDkGt+tB0xjbKi7gwc2BEkBwRe8dCO7kos8HCONQnkUT1Bnp/j6+j6qpgRCvJcJaulRlsXu+fgvu6QW8SI3uphkmtSaXXnciKS52XjVieC3m7b0LIwjClFMg05HbLMwaSNH/qSydoLQy5dHWVXG7oxE6t7tFR3Mxp3ucZLL2k40cUpTCeC8PjlIjH8jq5QjnLuYhPLeYf5pxwrUqSlgQsUlMT8HrZ1iemrL5WsROO5nUJoeEuERbNSHf4JnqNUy4ShOvngRJJ2ZDr7KyQXAHS/OcKyWkw86us940MveBwB6vNYPrXeckfsOfVKas3vPNW5E0cJiC3Ga4rykDzwe1GD6P/skf/+PPcFboyhJVvZzAaeGIWWHDiybsp2ySJHf7PDsNu2BoLfdJ7NIF92P296OBKSM4nR+b081sY4drXcEFujvtcdi1UtzNUBSmVBbs+7ihh54oLcuB/Cu9dpUCbKMqui7247Bnxlxi71OhZkYFx+7oCoIBh8AXsUrKzqlMkPPGWdm+wS9AIrUG3BBt/zzRK9L06gx79w++TAwBKES3UFgOnEU6MVt3tfDJoM2nHRd4ydML0EBDEazgtnlVKRzst6Pw1MiNIIP2pnA6CX5cZQHlJBA6Gxv9WV6cyRbgkZHfy0pPoIpyD1z6fveikxKULnfPSKoCVLEiOYhkpQ7N+3pAIVl1NX2GJ+n7b6WuTOx/4v1dLSjj7YvsJ87OoE4a4PggjD8MqXi+WkGXFjt2LgB9B0JGnvyuB7hM+wFboX3IDhg3je9hRntRpDN7McFmWFJYffZljcL3p17meM8fPHlOp/kungM0oLe7BpV40bX3dTVTaynEVW+aPACqK74YyzhvSiYBASLjvSoxSSX6xsA3agRM2n3CtXgjuSAUBrBl7JB6f2KtKxN3/PVVHqwhTfyfgjPovtFlHUDOdZh5PKWe9Zs61LYCSdr6mxhZHoQpWtyZTryNoxZ4sFN8bd6GHIWvQdQN3y9NDc9l7hodW8vBXMG8NrlGQCWokuNvKPBGS2Rhyh2sO8helmwK9X8ymDZYQh1WUOxPAikipQiW9Caz23lEI+PDoKfGwxDMYKfH3J+u2+qUhe5uzvIffW3WGnNyZCCK8AtnARbUUO7zD9rTwFSmLoN/83Ns+vtzxeXan3hWWkPga+v9ET5mwQFzAUsHrBw3xL+b5hF+RRTlWds+prwH/xrwDyizhLgAiX5dET8TsMz8pju0FCsUtdsnq7zqhF88tHeYjgl8eXfdOMOCW+jwTjP8Ou6Elu29GkkR+UB/SRuCcDiPgqPrElvHbqVvcDD/XNxa/ANOpUebCJ7c6zAxRUbyCWqEpvEqAx8zW2IeMYgQNjCILg4dvnW1p+lBL0oNrqShcIYJoe+aATc5oVpV5qukT60ksNBgrG5BtnAlgFR4fbTUtijRvRmEHKVj3IzeHNYP2aL5qFYUTdYIcPqCwfpVYPMGDHy4AMtMARhUEj02pjpZGiEuQpdAyQ+TmT4L1/RU4pq7ZIKQXQZa4sg8raSKQud5AqM8Uo0bFdxHNH0X4k8FSng6AIHhttS+1Gv2MC+/IGeYlHBUWHlU7k0OexiKHtDNMLpGQGfWPL83l7crGSdrMQuYiW0Vf69MAAQKiUJjj7ETAdpKEKSDey03HQlMVfUmYXGnFr5KKUUSfBwjIb3yrUwOGB9ezr8FmlrQ1HKkxdZMn5iKwwpIUcDpcvbfDc9JkhSVHahFGHOLdLy6tEs4td836TV15sUbhDVdku9oQdO5Oywc/xFw32pKkb5oK5HwV6xjqKgjwgV13CDjzT1At3SSehKDz7eIc5nG1Ooz3ZtbVLdLzwuMn0xeptckaAVgYtBDiNZd0HBixlpwxuUWRli1z05cOrLX+SEJH+rLu7dDyZOE0QhEy2pAhqKeBOSF3RCuYD6oQVpj2pG7xVXKUSoHrEkknQJHy0tH8lXG7KAy9jKfg2KRCUxWDoIE1bXFtN/J56RCsXqZdsINSlCeOLER96IRJrC15SAtCMq8C24ustLg18zSP+0oZcfu9mQSYV+xfWIiu49LH5GNx56AqhrBJ8WEK/TlDNkz8TgmsQyuURsnEzo2d1R4ffpawKQidVeNJMK4D6HdhLEvU8czi4bDPwTrix0LgcTKDUrydvcoJxgsXHSkt36HbqJyofqE9gpvYnLBb785uDgQaeTEQysLZkkmC0I6j5BAO/RR2oywJMJ6hhogxxHXa1RoSSxE35ljaaRZTxyvUhAdjOY2dl2h08SUhnncXSGHHCj5+hatedLTUSJkKv0sf5MKE7cpjLqLYtGejTErwSM2OIeyxbiqXuX5x9FuuGAZUfhExeOCt3bNAAwRs07tOqOTumLTL1gv4OAkpkj5Tirc5/OotzqIRBaz8ZodtSCRD6cDrr5+PEroaF0gz/2ZGpTIZGQbOxrsOlUEZsoN3AgBtccOxnM2Ysp9awqXlmSl1gF7D9IT5/JOuXVkCs135s1IVXf3EBbHQn9ImRxCmxGzk8uYbczUJ4sTLhHMG7r5LV5//uCmef4U2hEfsQYPCTadjxiQW/xrBhZHBJCUR+YP3Iyf0oveoMB1Us3zxFjUD75vdHFuIJqFxVWWQ5GADPXwWtpkN0IKpO2kPXmTt9F+YlZ/4G1OVHIpqxqHcS4CVYFAQhtzJueude0OsS2o+Opm9jTBmOQKoTM8ykvwOt5lvByobpOhxKyO4/AwI2yYKLLD8rolSFP47RVadkyAn8ELSej5RHqcuNUKFXMY79Wycw7ITbkjSf3m1uzwy8ovXgkt6N7N/jytq0xAtpVe+od+OCGtXHpgXqMwo/WSZ31sz0NCHjgqQYNLGFvlUjdd8O/4w7D01BNJGE2w5frRmNtECT0d4NuoqdP8tAqDYy+Y777h99qx/S9/XMawjaBkP3Lsd7fuwiGXjO8v9eaM2AwE4QM7pLfFRKFvDUoqHqzKYirrViIf6JDpt91B5O+zt1aAOwiuJE581nhDaMVVx4CPhtC2tdsR+PcIiZIwSiY8SHIPOGqNodFe3G797FhC1XXzGJqPhe0N5WSoYfxBn7CLuaceflywDC1z5mqSvc3+ChBTEa/yfmrxA6j+KntIrxKGxQhDOXRZPyvYySJ3joArmG7L874JmXS/YchJklmSOEmSsHYVG11TCP2PxWacwdUdf+yWpTaUYjqJpfGMWVbnTGmsEUoYWATfqCp/g50jCz7yaKiil36qthWyMBYZ1sgHeBlznmkza1upB1b8T1D0NFqcJQFOQejsYeBdztOz+iipyYj2mNKspt5qB6s+KYfZQg2oU9EdbcdEbO9S2Vw6SE0y1nas1qNHRLSzb5HTT3TOk3UjpMFvCcoM0E/wezaEX36tfcNB1iyd2Eawv74Qc31oD6KRLd21d/RET5Thy1wqkD8zaNv5hdTDpzBe7DDjLeMZL0icmDHqEFESygBtZoS5AQtv6PzOm57xtivJWWpxsqYmKmdNYAP3hfbVxIi/odN1WIvZ/h9S9DB86elLpOF8vzZGk8pdEvv0QnuZKsz7ZqkWvsFfdZ0lnfMSL84e+iigFy1zKbSiLAhBDahAnKJ4Aa5VO2j2/arRtyfHB7PfuG1T9CuH1pw21vzTr51KPGiI4JZeHEljXUgvQZyrl4CVDYa1f5BTRyD7XCaOZ/Wwtx+IsuSVYUv/QgGrBrqnrLBL2+qR/9D6q9i5OR6ZSHL8Ywxf46zqF26/xbg/naiInpw2h2IYn5rroQ//vm+GUlCaLDmdWQNSOWHVR9aitxSCuIw5joKdK40nqz/ubeKwcRyD5Erzg2jZDvBpn0tM/+afk6BWBiZN0Lsu018i1M+vykj7X56Skq63ViuYdG9LMjbX4Y7zJb3Z7MKRc0KL9LQx49DmdVxpK6VSk2Jhjh+29mrB0jRIMCODpji05zT99ZV4PF+EzbNew+zHb1vdvkqJSJqFlZm7TsEwUvX5+7itDuVW5PWrlU7ZhlWMsC2M2uJ3RJptHYpvXpvzmljEfWrsjCsW52w6DV01ubjW6B5Bqyvz8xMQT56yAM7pQAkcX+u7SGFAEgMwSJSdwgz3w8QY08HlouWJ3tZKdonc2UdwldWjUyRIoigR2OgWb/xCgL30wt8RhDVCCFDpkNpoCWhjpGkZH1o2L4joQqR7v1XhWbXmFJPJgcc6Px/IkOYs0RW9R8nDukREQkffI9mkM8tzgXZbMg1kCr+47gRR/nBB6PJckCM+MuQADS0DH8P1ZEglPFZ708x4zgAK3F/r1tJuN4SYfmb5KeI5oFPk+4FkY2TAO/gZXUO7k8lKZlBUrEkTdg+RYZk8vVTGzRaQknHDuWE/CUPVgeDuQAEBlApBpQezcuSkOIvKFxupehGwMx1jk5qHIHJj8Bt2gatsR4gOF9LWRolxQNxlypV2iPbbE7i9yC67Rxoob6uL0OWD/f8Q0/gn4I/WUSI4R/QyUvZ1lbR2k9kCNP1N6WUDSlXq2ev2s2g3b5G7DD1dKMx5YM+criIomB9M/6RWITEq/+YZU1CNt0TDHwmXiNn22msTkjJR/eA1hwcUmNy8YHbsEurzRPHiWEWXULjh8zFGmx5sYCeOxPFnbT4tf5RCDV9tu1Rn+QucJEaz8Chy2zLnXXZ+v2zTPLiRTIz5Okusr9Ir76XgkW+HrtfknkEiThku7O5j9hmb6CJY/xvXwOjjep3/NQiegWUX1VX9D1Fcl1NhQZX0UZ2c0PqYMSk9p3bhkidqzLLNq64WmMG7QKbvEEkHX9CjtgCBodU39lTkboNbGCNErtC18QI4VCOB1gXcaNGL+QsLtWFNKvtFgps9Ky3+NypLrg6MsfRAZuO1NlVxAuIDoDvNctQqrNTVu4yHrt7CzcAeGD0+SUPwIAHuYp2vC44qNtgfqFHLAAsFitM6CJWfw4Usn0+Eq/Am/WGqVoewJLiI5yZ0kpt7jR6+V3pcUwndCyyG9ZX5DaBScKv1WLHBfLM/58XzdXzrHblOgP/9fSVaNI/cKT46nRpXQtbTUT64yCXcAE8i6d14K346ygdhqc9exAQ1Z0Csg991dJd3rDE4bVxmBQJ22FWo4sjKAGcb19J6fxCJWLLG4klmTTF8QfQLcrZxzvaOKSa8jxpgkNER89EBtaGqAdr6pwX/YfarVSUayh+RTIbTuzmLT0LDP1Ap2KEOJsjik5wMnoajZKVjcCAViLCCNb0Qx7qgXASXanQbCV8sGMZUQnjQ5zqr/554HPklNQ+9DfH8gemVKTDSb0li1tzKzDWmsvcAaC/J5eLtHiy0/VgH+nqjAZbx0iG2xQQBEeZ/rOIUgD20PvWteVaIeiCNJahCoMFOCmWN/R7InsEY0SgeexH0+4arrRYqs5f/PVaOvP99IblG12tywTWWlvBwvlmJ6MAdBZdtQ9jRjCe1rdseto1iy83TUV2LoikrG35W4SC13Xz+elEa1IeQ3L644BvjJkV8Me8OMVUpeGJmFWfvi/YyJ5O/mCyiIkTBku39qe4MLUI6BWg6CCupP8+g65Mudfjla3ZuGAHL4LMEZKdgPVNKPE9JJZnYE09gwmdmGGQ3tn47LtR4dmOB7Ak4Xr7IRx8gzzU7rr5xG9bORn74f59Qf+LlTQVsRCH1MZlkhH3AApxT8l03pOflYR1QCvXmydz2o/+zqmDFHo9sov18NwexE/Rkiuj/w9ZVPh65GIbONi4Q4AwCBzJeH9nO8c0EUSPeJ0cXj3HNBFA56/5E+jckkcL//KMhJxCOWiZWEQ+4XJQJZvqNk9erBf/oZrnO2fya+NF7Tn66OuD/BTOkxLdVT1RJV27kOpAjPRvMtyWX1EiMMlmrnqjcPh2UXqrMEmdO9ZkT1Uv5NYoTtGabithKdMaKEGfbiPzn2KnWOBt/U3S3Bt3E8fsk8GKJgw1OFB6lmeTBX4NQufuj4ksApDvCTSFU4AAAURTxG5DFza4ZNFr6hOIkDpdJQWKhK5zHN74fh73kvwhYCvLojN6kAtlHcbElcuQ2yGBeuJmOLTpSJklc7AIKxuJMSkQtFHOMGMgagIMCVNPWiAuiq8yoZ59//4UFbiLsMD9IQKMs8jpdn5g1ukvjaB+GN61ifBklPN+coRwdWyO6LEdPDdDPMcGTIEqdB6fg2t3rhxerx08NyzOX3+Xv2JdDTHcT1hI//8nyrWkges08ASfYNBAZxLy6von1m7r6NnnU8X1br1jQi9TEHKxUTGZepR80OVDOR//nW1GJ2uVJcg+De4z08Hk9q/cCFG0w9WLac+0d7a5GXfgJrNibXqmCEWX9dDGtyxa/luIuQb47btKIpZ3MsEwcVK5/yERQ0AXn1ndGr10DRmWTHNW0efeS7+Y3GB3OlK5Vj8nVZ/rKbWjLKia+X41Uw+uyw1MSSwxqgMG/3aiyQO+dVrwd25Qno5EDQBiD/brP4mpTHamz0ExV2RdqHTZrFJjMmFE6tlA/GRr1htv5fgxWKmg/Tw55THmGRsn5NaCEv0CSORv1DHepcqedPOlaJfJsOvm3jPZ5EMSSzfEABHA86gAMU0i1XQxZZfmBrGDM03N9WrtYS9HUbIkg8cXUS7QzIpk67IE9qDEvRIEaTwCq3PUHiH7hV1RJbgYy5Asj6fjCDZJMEcARg9nGbCWqt+mkFuGS3RVQ7k13fThjV2UVnzi1adySk1WX3/TGf1QeAx9Eg0TdZuFHrFuyZhLTOQ9KNdjDSHWYoqCxdsnG0wqKiCMR53FkClXehftkmZKD+zkaxK9+kUke6qNASXidp20sr9/WS9bCvPLXv2IOKIPJgaTX3dNcD94PodfiqGfc+ZZnufxsBvXWapnf0L5Wk13QTanYGJf5omw0yXVktazX532h4Brkr7SFa0d60G13CPMtLFgBe4BmAgrneBx31Q+03ON4fRfLrCgASSaqTZlA+h/VE8wQTRsDUTuubvrHUAqkEQwJr5OsTFk4OwvFUNb5j1f//VPYc65EjmdsMVXvPclDkoXOJNq4/snZre7ajH78fNCvxFJRJoiCp6GnsPJ0+Od4ooNbrXStUFRktkhe2hIq7ZY2tYwBy0UIcGSXw7WMpQk9LP0yF652dl+3hFoccUQvT5r1UM2gaB5QolRS4lXA3l2Mqbe4jY2IZ7BstObIqXmi5aKlzCIycCDmw3Dv5yDISeLERSbQIG0EU8qn0NFYHjCbm0Fel5Po8vRfksDLbgkojmVkegQusa8w4A0H7ReVvg1EU+OOv1aQB6PMocFHSZVvnEhUi798ehOclqHkugxQMv1v9Lj/tGW3f3IOqRS+ItUXR56PuujHX3uCx0UpAGevC4EHRVHC0PVle0eo32TrWA+9d5qmYVkrJT2useRuw+/+rIkxVOUoz47GQoQ2wblc9d0k1JL7+A0Ryzw2SkAKj6inStBMws0U9EPcyGIfrmZuOsYI/eX9UAJjpVGL3P54P9304p+Kt3wkxfn08AAa1RPUCuv37gj3A1ihJ71tyoZro6a4ByX5ESCCxop23kZ+rvZxYHtzruknEbyw2TwT6kXqkIdq8xBPOGlPBF0xGEEQ1z3hcVAuTzGrCuLg1FJRLSdA2huIAw+kfStX2+edK2H8uLb1MkZo1O72LgVr67OxuJT1zEdUBoB9o/qAOGOPAAEwU8RznL03ObVk/TO4fIas9m8Lne81LnDoM/Rx4K9xLNHmRtyoV+D+IwygZZkHGqIe2zE5Qw1XYeJPEzm5KICBDM+xmvXcVic0KbKecn/K/owMXK+x2008graDHoV3TBd6ynzrE137ZSP1ajzIsrXCb0yBoA5aXO+cawofu+dSTM+xoiY/h4p74pB8jLFSIWs7XoG7y7eZ07gLqY4WXw76ACogpCt6yUBlbGR2bqGxb47x9bLqYoy+PVXuUgAiaOHrscR9yO33RKFFQdTUOz4WPMAwVpiDh7skgEfXlm/ya6Udu86eR8nGTOrOnH5uNFFuexUZNJqHQLSnGilHZdjQqYAjCxjfZ4JsxKgv+Dz2fZ923iHLeHoOhOtX17P+H+J6ApVNPAYZVj3DXF5Mdu0G1TTL5xravzxpgCHxX8CCu5+3PoDfMi/1xl8jCa6LzS2KkLQ1qwsrswC7jjoHMv6yB+gXry4AtkqYr970HJxrX0v6M8FSW3Y/SyAcsROZYJpRHh4qSD18Xvv3zHaY6Y849WNlNgEWdKulLkBgNDqWiCbl6wdMQQo+vXM6q7WSacwdUcWR/p5PuqJmHxRWHyLmBDwIyAS2EO1+kWQykY9qMUVHwgHQ5OV1mpaYON9WtOD/7qkaFH4pqCfdQF+oZlc0hcpZNZm7764bDEMpA0NLHUwrHl+mcBp1y6/b+CveVpnliK5fTmC6Q58lrDzIakGZ86Rmt9yLM604p7nIyZ6VATaUvNsB5RzCmmAEcHyBx3BDgW5v39JfPG+Wwelr75jnWwrzpCzBC00766hm3i66UwispDEzR5/616cW9cEp49FkSudSWreAE/7+YWYt4ekMFIBU62uk5OJI3MADvTH7L2HPyhungsx6mVgmEwiEKu25RRHczq2yIv30gKlKhiluMgYX2MpyJZH3ZUrEuvjjv0zYbNMeRu6NvSRkfY9M+hsleIEcQDbdLEfvXCVDNVbwmAaCH7dTqzFxg7uy0dqIAjHeCdI9GIh1lsCkoy4J5Nam/wIG2mIDTt+Alu3L2xDa38Ycjzf/DodMIuQgky/YQzYS9YrA4KtkDE3tFY24V+3SdR+I3GXBdqQL1jCi2E6a5QN849Biygh3kwJGuemfabUqfhaFnRMMoS9exLg5bJ68Kg+ZjJm/Xq2vWxKnkZu0LJjDn52CBdbdreoevCRlkg7xx6+xwlCuv/9SvCVpvfkgeB8PS8c3PeD8gdB3W+w1S5sgOvdYCuVCRUhTS+El7tyXPUSAdGE9Z+roOvHVn6ixTSsPVVIiHCAL8Clt1bbjOtt4iNJGsGq4s9L6Zjgo43Pgb7HaY/QAF2ISygZLT8wXX0gx1mSHa5wLJlsA8+t+31hTfwahxxweydmittk0o9SBGAToxUf0BUG9Bc9GPpV0E+1qlhFPEbkMBYVod2Lf3fIMKXm/RBEm2OaL/wxIKKNM0nWla6NTTw8Z8ucdIPJYmPVkHIVC9ETIwQAGMPozg+wt+gY1qVKvY/WGqJZgY+t3BB4J+/TEcvuLE3BS4ccp9VzQqWr1pBW0bQmaUhJWPAJG9f+grJHhKFK6xybyjVv5kKyVZzt/VkBVXPLvJSX3BKcpUzgS9J06Vn6UjoqRW/uqeQNP4tm8pjHwlqtuZpRFpxOeJyuMKQWuHa4lnZyODMUaQHxAnUo6mCpmOSmbxmnSwMM5hlliY7w7ZyFzCPshQNT75SeHiFLdNrviHOkXuz2SAMCx5s5m8UpbwTFlYc/9A5qO345Fib45FThOyNm6KWNYfzoPy7G95ZkpaX1h5tIBSJurH1FZgIq1QB6pghZgUcd9xVRgC6v9P7irmLRnC+OgWDvEIFuVY00AnDYaob9sEZHUarrkG1XsyUseVlmcX7h+LBzQ9tIhQQoBy3QAAAAEXrTi6c5x9S/9hfAtsFOIGNQAwj2OCrm6khbqwminEv2PK4JUktuqr8hjAoJxbFyAU3xTz6S6FUs1IWjvQk/UOpMgEo6t2/NQ5ahsd5mbMjJcqtVCiyhgLVDa6A8J25TeKaRGaSagAE+LaSndDghq6bb8hjAoJxbBCGRYMqH7X+AAAHcd3q35jH5fZ7mbCXwCgAAAAH3kXLplFgeccKpGev24T9Q8IV7gMbwk7lfdzt50Zs1GW3z5VoJpgY5coV08wivgk8ZT/AERCKrPGiW92Z7uuKhHy3eAAAAAAAAAB91ZOmCBZkRAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAFsyXFd4dUjdoLAtfYLrU9dzmmWUSMDLrc9hA6dtjDgjQOsYHeA02fnEZmlyenaYWAAAAAAAAALCRXcbUddimp2AjqE+SbyGyDVq9DewWk3JuTcm5Nybk3JuTcm5Nybk3JuTcm5NxPUaCm6PhTI48mKpKHWkmaKjXlkJYdAbnYKZFcViUSAsZz54lKLBmwgZNybk3JuTcm5Nybk3JuTcm5Nybk3JuTcTCH3SoEmnzUmzVU53g3TAO7AAAAAAAAP8qV17Siq9MgBBvMEcgu7QvRCNyTDqK6iuSYdRXUVyTDqK6iukpD079b0sE4KPSwTgo9LBOCj0sE4KPSwo7irlNs3gAAAAAAABiG00FfcK+RlTXBPx0+n9wK0dgysIju9tIJl1q8KDQM77pFRA+fAFLVMY/nWIHBWRLk7sHw6efeDDB4SQazkV4Y4Vxuz4PWjVYuVIegudqWwa1WYSBg2Hwy2r/tAHz1ll2brzoeKB8TiPFnMCohhLb28+lT0cAp9rc5RTQNu+SRbBF1CSS3GdfvCbG9aPUal8Mn0XWNlMxrfTOilAqLLn/ragUU33D8z64g3gZRFWpaKHIyfaPtNlHVJlf2nqCKw7gCpjUIyOwBN+6TVD3S5L47agZIYHIfLSPcVTVxpRBrNdNIs4OJZ/Box3FaaOg7cSl14emykBRz3jqBWXoujgvNIuAJYNJ1Cy9BcSY5bPaadO45PrdQ++Yxe/tACcAtAkRa+2iZ/c2LZFtoSH7M4Lsh6xGKwfUa78W/T88nO2kOeXszln6f1UXkejoOYsNbzoLpnJ1PFiZs0RqUiBFuXUVwt3/olZORGKEY9NyDPWs06vkNAJg08SBdsJN0mmBbnJelwwOxPr8q7Zurb4AS92tghW4R2Vv8xyucSdrnSSk/lj5ZGlFqxxAtL5cQncVYRF3x1HkPJmVI8zhT2qB3jUmIsSruX8ZZYcnH6yJtH7BxC87NWnBfD0CWtlQxRQhaxvp1aK31aLF9/gdzTTSQVf4qvqAReGfgkTDMleCUgyMzOEzrJsSFM7KTj598dzyF91wryBMmEzORfxdd48CF3UNPldzyN9cuIB0L3Js6otegVPVZBNiMeiYr4xrn4bEcJtaHwhjQ5K2acbc4la7cVo6XQBBRH+Mhnu6t+cvPx4s8j4vuWDbB0T80CZSrZ/6pwdYcL1LbwYXhivW+oCu8sBTwK3npSMUx7t6bVDaJ9F1jZTIwfjdAcpVco1vtm94Hv9vhphCNZfWUM6af0Ux2+YNr/GbQP9y7m7GqsPbMqcrJCrlZJ9kvV25gAAAAAAAABFBU0M7bwY0rHq5GpwsRjLv29D7abgRy71dcx8J+PPu6bg2SBL4kCPrcKLp34vrlLk88SOdaID5Oq8hcwTpa5CkOrR31j2dapjqZOgGTuJz5Esn4Hcam4aUF7HsvbHZdxX6CRnEduTKFsH17JPaKfeXFBjfxsJlbZoGPAeJYi+EArWIFdQtGOUDUnPvwVgcLfAM2su7mSq6WVRRX0ecBki7bPkWlnc6drLYYr/nDioOgDK+GWUOLzPOGXCoVPE6D8k3CFBXc/K5pH9/COs4YwVp/gPJdVdOTVGrgfmTtGsFXHdlUGWat11LYFiHCkUm/QFgz6vZTQopJ17TmCHv0M+8hsgHyjJSNXfrkYQ7eOTyIL4hg1i/VywzC9qu+fmD+dOT0fHAOh9X0SrYroQQFblDjuaxIynJgFk947xqZrFD4C94NZLVKmxyp3jhzw0mcwo4hj36EtFITgiA3lc5wnZ1cerRIngyZXLQsfk6Rn/65V7EgpokyOQjVjDZUa77aLjvjnXRr5mDMarCULKScTIZ9VgD23MKjRSm2WYf3xszl4scEco9zCeXaCneS5uf8q9tWjjkeSRQdxUdtXVEwWabhcklHPoA6neLn+GGJDn1cweOA71KB7w67mDc6Wyafjc0fb6rjWZZINZXjT49SQ2iCrzzWD1Uz1yP/pZkwuPM7ZBQH0ZEB7bA2L41Wevz+67utF13NkW8H7KKfX7agVC9JzNTedzWhS/86KDBIZRrAFztnJg5Ycrn8WRKEmIYe1My9JocYSvgbupZA0pp5YgZh5ALkLQp7aCYnPxZ7q6RT3OHyJdQU7d55r7lW6fqEA9cTldrQl6fR7XBgFLiTzPso6NWjYdyeoYtNg7uVg7zvZl6aTYkYnCcGVtsXf6IB3HnmgBrRsR8kbqLLsjsmMKs5qVuteOdzrE/f6KKSoRMAO48NPNdjRDLrMjpbhPSr3XVt4QtbZFXDzmXmiAAAAAAAAGmG1E4IqE3sLwGrhK7yk/0XJ0FzNGHEWrsOIE47itUGPokf+iAmrSyhiiWuXSwaIJFkkYl2e0hAF5I8UX/GyXl66tC/sbk9vnf+3v+63Q4yHiyDxdC9T686Lof/WrObqMnvshnZehiCX2YIgab++Y43TNHOmTaHKsRUnGNgQOjel8CJH+OxN5iLchv+npYybi7PhoC0OQeluDKApW37x3kVCQXhQNdrOgoCS97IVXN5gNM4DD2vdUFIGjhu7355KZ6Zq6SABFU0mGU89wQaWmpHoaRSafHxjNFvtjlfnIV/ukzRZHs1SDfTOt1+z+IH0dCGXsJ0tDs5NYEqOOjLLWugcNvacFa0ZiaJl5n6PY02lG0rCg0dZVy2xFbP190PCwa+O1m4CBGp/xm3kvXH4VoSDtXS2gX0UJ9nxf40JI3nI0UGg+J604l/cD05PzjIFEicwby2WHOoywxIsyzpwYP1B8Ik9FzoNEAAAAAAAApw1nivjh6qTNd/FKf1ZGqoXZPxTNbrLSeMCmGHonbMfFV2jnWzzqVQ0h4njRwN3L+0QoCkCUmf/nsNIiHscO5ZPbJoFY9+W0uK0lZYV/QJSbRclgN6dxE4uBkJ2KxEhg1NJ5MkFTLyCxOMbnXKlfRmKinJNJ8c40bqpmxzgG3oHiZgvOYit43AuagFgMb5aiOYoyRAP7OxK/UHoHC/PWsBn0aJ/GjdBAWdlVzVC7JaXOychrMjysWepH8peEEBxPAcyCPhvQb44dk7kN6yNDF/896hbkfdxoIBnpgAAAAAAABOCWxFtiS4kQ7Qc7hOVnudCo5JdRjVhDWfbSuRF6qptORwqexiluLNK12J8pRHpsn+0I0GDUNKySNn4nPEWOfFKJS5gpt85LfuU1DFlbUs26cOLkTz4DdUxd93AeLjhQZ1blOSauev+qLNXm/3WEM2NQ6elWPP3IRYX9kZr1xqfAe4wl4vE2gY3/6qW/7W09hmvZHTJfA3dD4wUAgQl6xqKUEd7zea5MowvTHbDJrCX/S7j5mUzz1FG0szBExYoxBifJGLa0y6n3/8YM0Xv7AxyOVm5NEXJ2IUlrfvfNRvrlKS3GiIbA9Q3DPbLqQ5BxugAX1ow3kdh9F6Gt+d1CfP59H0ktVJBAk2Rf9dtRv/aSjDoMH4mvAQYrZW9Qmwqdq/9EPAKlSzJBuCTNbTStXbwEf2pUcVqbsmEU0pRlSiuTrW8LUpKorpYXAfTPQI1+h0wdYyL2CwaiL0BXKsOy7k+b4rViccDI08i97lTg5V0vr6P+YW5MUZGGmz5dF5u8pl924ylZyace3EUIkk9rAJCMoeB2A4pyPdqBjBhtE4I2wnoLjAI2IRHg15IIpA4eII3ymxdW1iK92D8rwjFZ32SoNGec6BRBQ9K0Zo2GY5WC8ZTCI7tYyEl9ATod1f0WZms4C9/bTFbNDvGMyJqD3Zkh5ox9aDrYylb/1krvVIsyCIRenvcs5rn3cXg5jNG1wwmZZAAkCVT/srNMpI0LCAJme1sdg0g9/gWt+2dhwRL2ZYtN8zWcnoqGlRWlPX14zlZhIEi0mDV3S/CPXrVHHqp7YkF3r/HtRsEIYixHrv/65aF+vDALnNAkU53qpNuuG4/+MhE1LGKwFukSNBaRrW9ggDK5XAKQ7XNpRpg9DqvgmxipngmPinWUr4q38gdSjU0miMoDX8TXKbifP2HT5+ujy6/wEBjznMutwaPpKsj7DssLqJi6KF7Ps9ErjbEb0A21MhGuAVIAmB168Vyu4bftyyGvzP20DQ7rUX2lplBaSpJXdka3p7X2yRWW7bsPhHwMFr9iXoeaWkYckMZpkt9KkGag7+2bdhMfvzKSJx6Evs9oFscE7ebKOz4lU83sn0GlXSI418ipVQ2/hBH5FK5TcrQd0hMnXG16s9DYnVAKnufLXuwV3ALzUAaJ3OeOZyT5M/8o0xZDF0VRuOELfEZrPY4GtfF6ecaTsQ4IYKK/fcWAQkptjhsy6jg1xJPVjmIXepAcD7Qvp35T21jAOZShqEp1RyCu3YaDWO/eFsb7Sd2PsqHr+NqCxMDXhH/LWx4aBqT5rJaaKyLV5jm90Fl0adNxN+DnPV0DGLtGu9l35O4TjiqNYYacWjODACx/NMbiWYevfjxg2HcjMGsdWVbL5HLVvXg4wldSZMbKdzsedKg0lIgQJSUe27VqcG4l7zyjWA0oCGNKEfwbF9BO48WGlcO57dZwKkOnJT/qAKxt1h0wmVk8LEKb07NQOG2+E5BVhLGlj6tmPLc5t0gAfO1+UPHfrNj4N42nLquGN0dTEswe/MxuvHuC2qx3qkWZBrtzPlffmKXK65+YrJ2Nla4a8bSyhXATSU351DsF9R7Fx/bwsiTdOz25ApX9vbtGlwy/xgNwAAAAAAAAsxSuu4JoQkUZnjPDMsz1CxTXlMhacj1fPRcCsHJ+wwEXo+YMAzQGt7WEmRHp1VPbGfz92HaZU4fewNeODZ5sKw5qYL9xdgwwdqDM5Ez3k/2BQH5b6WqNI8vsB+s5fDZlyN6fDv2OgFc0cOPJzVuFUVXT+nx+JlNOZNc0FAcdMJiojaapIGfSysV6Ri3H2R09AtlDYYoEZvrvf5C6cPEJCDTPuRYyJgziSM8lYX7JE4FnZepg15wILk3EZ2xESmtYz+ZljJb29uQ1KJefQrO7pt+p5LOd2ZnU8JZ074L3rJDpbdv4dowVNPDiqvDxp2bp6JZIcnUiW0cuqV/dwTFgbMqNZh+u9cI8+Wu7HvSGdgbN1hzRtX1jQT3G6KkPJKPl6DHHDhxqyIB0h+u3+7H2t+/AWLw4+UDVZxoJ85ubB/XlX9o1+kQdpJG6b1AsbWdBRsNth/9iDrj9E1MZ4jICk57g6/fCtzBHLRyBEhG361hBacXlPEZ1ACxNXymjP0qIv2jwwFHDZw3rfiOJM8qwSjPJM0ylUp7cMcwen7HCWpbnJSdIqIIzPMxH4wWYaRbK4A/cm0VO5fU26/a+ooOvRL1pjwlbUN8XQnYu7WlLrj+MRPkrPbccLiFXvnwcGien+L/KXLML37iFLolY7HAwcRZFQ4vf4RyGmb1W5HmTXctVNU2L4Jf/xylujBdFJj5mmouGhPIOv6x4ncGAut9PxNwirsaGZsO1qknY0d6KpQbcnNu0BpGyOcZA+KqgszWcaVRDEjmvdKtjqpckyaA4C3yT+M5rXupbcM6Y2twNRiC7ArYrZVeQR/NH7eLMP4qb0S71u/ngLPMcokz8WlByigZn8hUgPDRX9TMHDKz3tzhD5RbOS/oubl6DCszsxenXyKFLaJDZkDDpFdIgwJuRE+cE+qyPhdB9zF1l8wtuhVlnBiYA0++6xWosXGUaFLAikIQB5S1QdHrdBTWvs/cj4zs3BBUNj1lrcAXpNBRhPAejVsiSHx+cjj0e9WY1WWPZNSwlRJnH0ZvR1l89De3P/ZwBsIGjsyUDVnNxRdMK4AOpwFrpgetTEVFCSn0SGDlGLfvqMF76cgk05GwqUil0rtoJHGbArBId0b3SRGTVQhDdCgCfNXU4kgRTJkpuih/hvljDEqwM05Tl5MxZ7uGZkG8QL7QCS8vTunUr7wLnqyOBbM7fBSvj6zLyU0eo/1mFugvJkhEGkDLLsEftYuaWgRktkxvH9r0pXROzIw438osbReyhvDmrhwNwaijgAD7Jl03sRVkkRC0IVb2sMb9Jl03sRVkZWdvwVb4sf4AAAAWAr9jNS8ot8n0n50ous0gpTzNhziqXbTEqKWysM6jaWDWByETa9TFQf3oeM1VHveXmLzQWtfYLcuLmg/95sL2/A/rxIqbfFKGVS23kZ+OBOHlo0UmG8tPTEuCHhZ5rnFHQRqmamYdseC27KTtgac8kBo0ZMNVSPIR+JFuJsmfjZRsYUNDZAci0K5IpjQd/IePmtMINfAfgcdv8dCG83yXVdA3BkaHokvdRm6M0qf0cVQidamQwwA73wpdLVYl6GP4TyIUwCGME4f6wNanr0koXlUE78V4CTRB9Hi1Fz5YxcnAOIQwqpbqm41dAX5cwDxKs4QfHBrAGXtNuX6cKXuXTlUazRJK8kMQl9O1DUke39Xe07WP8tLGmuK79tlvVOhiDtG0VQIooW9W5hFq4N0D5CQ76XC79afG4E8SrZFkZ2N9KgkKh2l//B3H0fxyhtUaxFaAEpLEp2S0aGUAAAAAAAADeC8yH+v8FZL6pJ4z5gT20BfurESHZpJCHvvKmGq0ye2EYLzggHzT4KYEePVaawIC/b6zZlZIBfmhM6vB2+OhanpA0YzaEd8QwE8UchK4NWErk69/5q+zfOzktzy3nUdZgvkGUXuAWMnNfVf5XzUrRWe0j49Ju1pjQIljymABGbcxrKxC8DcURqNH+/9BqfLnzU7xFalQu5z8IlGqmzUAdmZidF49xDu4knNwH68F+bUpj7xAYty8IrDajEOO166uaef3u/Lm2116ATpxgy/zz1WSe+GaOPyxzy1N2XOODYJAa6FrZEoIS7nlz2xEGoyz4Vb+/r/OCTwgyvuF+VMRT83feyUYQDrNOFWVm3hB1X6T9J2kvHxuZaVKmX9vaqqHyrsBXNkQ0C7/KrntAZEv4L9a/wU3Rw6u695RPcMYxo4iQQMyjvnNq2Ft4RyPC7MQ7TvXSR2suiVz6c9GDPJSqYOUrZQjRd9RXJsmzW3jVYmKXwuWENpmVvI/gQj0jeHe/v67YjGE46eT33h2p8zoJXDfMtLKyarTKqy0a8HITMACp8gAxPgkfg8nNmzUs4tG/LhGE70mxxPl+V6Haafj7re9mpuBwkL7Uq4+AcIX/WMx8ce90xKblRaVFqRpgYcgAAAAAAAFqH6Cmyc3J5WDoJh6iyO8d3joOTF2ix8V9fxyQrrE828mt1E4Lnhts1WhN3shFgwTeieP3URLEWLNAoVrNh67uQ0+pjU/isLdijQuM7zNPwnhzBIdQkxZSe4xivYPQ3UIVAhkYi7Oi+mAOKsjiP0MFbOo6zPlv7EdRE+7yS3QMRm/olylXhs7Coqy0jqvWiouZO/7ZVx+CP3hb6n8p+7w5CETW/ykKuOvmQTSJUHez2Q8sHOngHef2aUxQbcFbW/8wwjavFcDVD+FuGwFTAwLEclW5LqUrlPe3i9vRV+MoX0qUbKDOiqJrHWavXgG0UW0mkeZjxyFtPN2YgIX8jt8eBl7iKzC8HLFkNV5oE6r5MMFEac9KerWHGWNvdLU4OfVSdu73FtR+GDgQUg3fC8S0sfsaovSzDQ2c0yfAB+8dmL4SFOyqjihjdwh7ZYv0aaagJSF/+X5ezhdlyu+5eeEo/YZoJAhgl4V++j5VInYIVcTVVuFYlmWieywSD55eqt0+PGDOUNczwqFhPqo4UXweVFWvthA1BTpYCQduyhsViwAoOqdkw5ho+IiiEn5alBOYXwJQC2Vwh2UIBs39IwjyQveSEXO/r66u1TH1gKfUPY7T1R4dOkCQST2HDzZCQgqFXNdjJdqURlX+bg2mD5dXm+XsRyDSmy1fUB5PbEmziCOrtmU0dtUVeQ3JeWV58qlK1QHNU8G09leBLMwe1NPNKX0iV4LE4TQeMM1VvpNvJyAAAAAAAAGMFmghGyGzbYh7iWqBVovfvpMEBPmbyWMD8Le2s1hX/ZwnrE9BQbdyCrigQex+CRgyMo55V8LY6TVHEj3AdEfi5mSMQEZaiEQd+IsDr9x6F5TFvYq+EsSCCB57Jo+WxnHTJsgOo18c/o8mvqL2uEjISIXGxgzzHuFVrfpYz8m/8r9cexeciasH1MFfeQM3G3w5eM8gLkJVOKSYHKHxXQ9A8/sfkS6pSYUG/k0KZEuSlw6DmZMpZ1CNY5QYcI1Cjt8Kt5MYHOPHVLn+PuOvkbmASrsr+EGXduFaqbakmW8pDHYwMxzHTTruduknlab+R9nsyzlR13j7IMztKhAYmsM4ceB1Q7JISk8DNKHLXxibop2Dx5uRbfJOynEEmXLbZoMB8DvJzcJhqNR97k+BlFHWHIIFRxL14+mmzLHI5RGbF2IuSjRjs/+G8VELK5vvCIZRP8zgSE1vAf8fhfYEH/VN2MPvuzxWRafdyBUI0kLqXmKTbAE9T1ya66YC2bP1myNrARA7exgukv9/M+StPRl0Qc2B5+ffQ3+9DPjUdtSEsWG5G59ULsQ3s3rRpjrpq5IvDJMIhuVOUoAAu1CcWhTwAtuk8qMt+7WJ354ZnXRR1iLHVBuOFI9mH2jYqdW9CpTq8rBSAfssclqHTR0PEQuFWaeekvt/dpNRBzYDFCinSHj6QCfrFR6c/TjeOiT+zpA0lPJ9ajhMpTJifWiKRHcTchZC2md3R8RbWGP6wlVELWdk1l9kk+Fed1YyonlKNo9S3ic/lngnjIcQH0Bbbaa0IWlhI6WmZLjpnvXzHlkEcd1lHbWU7rHUAy2rG5de+IAAAAAAAAB8yeqesArcJaPfI40RmnJQY+RJHitsdbpE9eisPU2ehZeq8hC2G2zGQocW3e4+bSF9hdhtJvLkcL1oO8v7ovWvYfH+nTylif1jBNkPE/cURHkWvQHN+Bbh5A7PR1cWMVPl3V+LhG7fMC01BpvwHiL69vkTbnudkYc/IOJIP7wzCgRW28gxLzcq0aI+jMDc2LaMvQASc75Od9IKWTqz5QLYAAAAAAAAwIIpfJoAAAEmfLeZ96VYjMR0e6jKH+4DKBQ++dQySsaqX0/BcKR5xxBkAARgZXQpwAAAAAAAAAkFCA5UCtGegCejhSUSX31SUtkWMxiEqMbXKve8o7Pu3qenGpDeVp/pBvc+6cluDvve1W8AMtneAAAAAAAAACrMurQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANznYbu8Y6M/2GBvg86WSBNMQAAAAAAAAB1y/Caews5voY15vwpcS6/rdLYHr12AOoK013q4wI3uJPw3gf272+LBkY6AAAAAAAAAAaGJk6NbnuxELotayxLD2krZ9oIUMc95/zl4AAAAAABFwKw+bj103W9Wzdbn6h2L880xvzpnABIsbXZJHaO0do7R2jtHaO0do7R2jtHaO0do7R2jtHaO0do7R2jtHaO0do7R2jtHaO0do7R2jtHaOz/w0QnNTFTD//xBKz73+J2C4dtg7wa1evg72faEnCRIkuXL4ZKvOvSZFQjALAKSqbCBcicLAZOD3ukgKgjelQRvSoI3pUEb0qCN6VBG9KgjelQRvSoI3pUEb0qCN6VBG9KgjelQRvSoI3pUEb0qCN6VBGrFQRvSoI3pUEb0qCN6VBG9KgjelQRvSoI3pUEb0qCN6VBG9KgjelQRvSoI3pUEb0qCN6VBG9KgjelQRvSoI3pUEXx6cIFtLs99wfJHd/VF2pd5iVoQ2DQAAAAAAA0Hs2peei4YM4cq3qN45vvGy9E+fD9UINRqhBqNUINRqhBqNUINRqhBqNUINRqjDyBd1YZCKw3A+airChHhFPcuQAAAAAAAAALk+V723WwAAAAAAALgNQcgAJH00qURS2gCECgAAAAAA7U5oKqftiNgP48B0RI+BMUt6Tz8ij22bPt//orivacBD2+L1R4J3+3oT9sGOmlD3bpweW5v6Pfhjrd1DScx5zNNj36UwnhlV8D1d4ZSyqNfQojrZluDMFqb0CZT89yUSI4Q2uJ350kYKvJd3G5MAIs6Up9EKI1i+VLkTN5mUcPkqmQF3sgu4BYhTiUNejha4KVd5xBA0HItS+kWumPrASJpavv3A5yXCh1EeTDv2dhp9OmXHOn/enCkBjKMrcAWhjRwZ4lohnuOAFULU4xOpBO5Pe75JhoFNonIUB8gAAAAABxuev25zFlHHJIRRxtaDdbxbE2tQJDZnwvFCIwMt/GLANP3+kzpQ3e2w8WpzpNaVKD8kvvVe6zvyJPwpO4UXUnzhNRNUzxvXKX6DHzZIrPiHl9DiI4eKY4EEOvw3VLjB/H1XZ1SK2U09kRrko6hXqp8i1mGyoZEcFpil1UUti0HAPo3lkKCaWWOdPktt4AT3F5a+nIgCJApmOokM+ivJ05DNUXkCNJ95As/9XqylOOq/GXwD1fScSuLnOCdZuftUMqkdbAR4u9E6JR9GE5FNkU6TOI9iTO0Ik6BBHvPpHfEee+6l+2kZlhKb2cdrwUKbIGlu+LsUksq8BzBYnuarxnwiqqGe0i3oQIb4B4cQ3LlObOiWLMYJ8RKlOilC+IbesEhYLZjy9OMYPnJugqOmOlqjVRbDZjfd5VnSaq8rLfNpwjm84ke5wXlhfLEKpntNlIg4S+w4Tdumdq9m0/6e8Q+VV1w0QnlwQNUemuw7hZj/8NOxQVEyHMobgCWZIOjoXwnpaEGL0dcO2wrJ2U+6ThJJYfa3SSccmqiEEiBlLfJXci0NlIQT+fl4W3ZkTNMh+PSYtBumeoQRmCd+fyehQN62qIdvTgZdmJEsTsPawZWQAhjqoot2rLb6QOfJw5FflW4nqjCX3tivTQMwqAE6yhfe+EwqkF+pnq7/4lM0kcPVBSkU8NysoHeO8ra+m+KGVvzJwq4ihtUQ6oWlxjOTp26jOhVT2yZt5laBsidAlCXIgjr4NHErKt1sCoJQ5KAiLAFXmSC+x7E7LyUouw7w8iDH+qfEy68z4QAEcu7RdnuH/tMU1Ag9vpiI3uOfRt77epYgBsmJH0AYO5gkk8G8f60qw36r6oMvxwgs2atdzss79/0z2JzdsIUyS2FjjyVQjONq3JuFNsik8UOoLof3Bgop06Bt8LrzSz1vFe6bfT89o9s+z/7sDlwdD1H6OtNWM5Z/+UJwQ0HH7E+DIVYMSZyDCRp/eeUDOmwvzDShtngfYo98EBxKwFMPVtEmmdZ3MNcV2jfjv1rdoZzbIC6d+h7axegnv67w77jPVBiTz3foL7W8C/irF09c24tS3r4PLJfI8NRFvafkzsWcpjibT8FPGPcDLgNBg1Le7a0t4qLQsxdYxunOYQbYMMfiDtMGvaB4mr2+FEcAjXnkXP31HK24a5wmmaXfykv3g1UWUfgzIVUkiO8p64CLD9SPcfDcxncQpKSm583sjCvANewcqQQY5C4cgAAAAACmcjHkwhGumv2gUdyRkc4zMLL6v/vNNXT0ytjBCzNyxjQX8ZGIenIXbmG6croh2fm8wIi3juRiJ0Z0yd1iYqyg1DcBRG7SHH3ysMyF7+TiCRi/JXV2LbEm273hqZ2kiM3L0fdcZAfgH93MkOyKS76smFBhUZYxFMMlxEC+THhfi5qqec6ckw7spo7yDfbOlC1kFsrSr0/lHPlg1ZDi+gxx4pzpuRngFItwiOOJb+jVNqIHlF1KrUyOyndmVocHHOMGT3gmFYHACzdwQx4Qcfb3TQVrRxazQ+G0EByCCqPu5zzM23DpR9La4vOjbbC50xkOpZm8s1mxqSSbIBuSXFpW/HmUf3oq8FkQcBxADAC/AjIFVK83/JpYHIi8L0s88gmNSg7tkh7IRdFStBTmbad59Yk/2r6awziVFGXu9Oyu2OSHRFYk76tCQdqoIQAUGBfkezX6oSSKWDpg7vHkOZHb9tG8sqOC9Pve5HN5QR6rCxx4Olrs9oTxKHmhhTgwCHy9WWe7FbJPvS2aTRlaMetjIwHjZUBEicOS5WlQPXUSEEscqw57aW7NegEWxhL7RsEQqxoE51eq0cyIszMrCDTYT5as0lcSgaXI1E5qHFkTFzgbq1c6bHViTowZwaFMiXJSof+lOV9CZ5aMAQ2Lib3V6Tp0syRV30xjKdg9Sfl3GZ2vgt9TVubWzYQc25SnKKr9EkPJ5c/ultvBTbTYknjdIVWvC5FhfQW8B/z34b7v6t65BltBUtxkdhqz4gdNrD0jS5mxlK4U3Tn/ExyMExqV2OnXD1caccwMxS0RKgd2zq17cIu6Dq+SCAQtb1DMoo7YXHOaszxY/StC+HXrVBSU55grKArNmQcRtZb45pmdGzviErnwjO+Z2Dn39WARZkPDje3fdLp8wW0LHCb44vz1qVxGDtqAtPDtmZiKsNFRRuM7aPwH5RT8w/Z/WP8kS62FWqcux4TvxpPUEUd1fenylJf8gLz/WpoanfImuIuXEKmfFIAw4q01RVZ9ZFTuaXnOLfiDBLoIeNK3fIJAO5ttDJNDkD5uOQl1nkHbOHqQ8ocdtFjpFowNem4jCv5kKN3KQZstzc5lYdI44Fqkbec+k6L5msU9veBSqtZKyko9zUHiFbkh3ZrBgo4zAKh+fG/qb6u1n5sJVNRHBJmtsluk6ggwfre5xDT3Ptv25czDCssMjF3owGNOWcn5kecvaZyn9YcW9KmKQAnOpVo+13QmZu3yyMpKcoPjhRRLMOGB1yQsOO93R60rnJ42psIEOY5ki7v00BCZlDP3/smrxEqbuKlq8l8vRsoBjfzixGbiPx/PjTZFm993Y/F9w0JMHFO1t2ZSJ1D/EfYdkxAuj1hlrhdpfDfxWLCEzLTlPt3HY/Db87tSKTI3h0v4dJHusofzzJ5CvhRVqRnemvPnMYFXvjoapgYkhd7XZHuETgoV4AAU92AGhTFfzy/iHfPximJ8vHi7Ds0CELcyrTm4aDpEXS+YZU6XTo+FEqPsmrxNs2HKl/WcgAAAAACmcgAFELlaU4hQAAChCgGjdyAA3ocghYPKMSn5ICDHQeQdDR8Yo0JoZjEgftBiASXyBPpcva3oPpr6vMrhqvpi/q8YbLsICbwJpNKqpUByYXwjH9r2X7zV+IBvrey4maMV3v+Lk122fmn5QtmftRbf17ayscEvndZYqjY3qMe6dXbBAUHlTx3xevgvdT0Xemnyjbc1MxzfeeHk3kgqoHEedRkdXkciLgKsHersbOGWQGfKPC4cgK68zgG2KplKpU85xuKtKgBEvtr6JMYwU5pG87QQrmA/gi9nglaqx8DgQtnc+yCiDxuxvpRK4xtxlgHiQ6cjlP+GlACkAVR9okh5xuxXGS7V36ASlbdq/+Exok7l3DEpeZsZG1QqUZJEwBAj/aLY2qJuFMLpumk8LCtNb4qzdPrcpq8kGe+FEZHqXHLp+4GSSpbtC/XX+GnVelD+p9v8ZFru/QUo/Iqc0fikTGDQczHQBRMfM0We3ZG9hwBKRaV6NlYgMMKSa3sOd+2lxkJhZir/ubTuseMsijcAudEJSWb0ajeoae7Hvz0cXryvZxVTEq072SEVb4SJOPcIlICtjCx1qPPv/I8h3mwHSwCz9jr6w8ZS7jLdd/WpLe31xnagDqtXY93S5HsOuUUBnpvDtTGw5zxD3ezIyFRVGdwwbfVLsLu0M01KIoMHlI2Ri9C/u/YHCG/7IesNRzVNXrvFS1Y5Ef2BiJx+jyHIi+Sczl5GN21enssYBGszuCNhlVvbc5SHOqFOWwAzNgU/mwGHQfHGNnYd2fNR1P04Gsq32pDTkd1X0+wWCeGE5+pVfUMlrPvmTa3r9xgGbkAAAAAAUzzIyXnEpqsOh8O81yBBRXr2Ph8/LJ4iL1Pg2MRsoUJt096E7KlBZdn51Jwqa4vy0fuQOGKjrqTLkUPo/TWRyaPjtIEWfJgnWVf9s7wczWRaPIzhLfoMmn95YvRAg4SMJqZIth6D0xZXd0fd4rI2MhXpwJZWN07q0K5373YZsB5q8pxPBK++i212sG7v/KPiAosCAlvcGS9J/N1gQpfNSSIdG9aUEehjs+L2tVDYFDTbZcysu+nMc5kqapr8xblHco6ZnEZjSOd4vUcGuJCyMdKgg+EBl061RAeR3Wspudx1Ra1oyprbaXOUzWBXtX0VAS1JNldQULH6acoqVrf/t6E/bAfI7dSDOZfyeSLPV7GAseDfPbg1CjtcFIuYfteUZXFV+87gV76OQ/reEuXGNtb6cSbgTWCkxrOC2eVUZfQ4sqPdpF+hVip+S+lhRNpSidUDQMbR9efaulby9p8fUZkuKrqIiV/CgZ+QTeu2DgUoY2wywpcflg0gCotrc31H1uTSQimzDsoox+Exlg5fkDimm9UnixQz8h/fCFJ1EUMYsTknTwZ0lZvO8xNLhRZd0JKm3KZPAqKAgkij0FvHGNI8od7HXKmVNvZ7E4QBm6mNmn3MIt7Ao+RrbY3vAhbV/iThIz9t2hHew/RBenzyIiujzqo6KYJZsDc5sLACO+gdnHPMPOX9mASDcvvFmcbPmedEpNp5Dqu0QFsDdyp9zm6CKLO9//6s3g8s5mZnQ8JSlHu6GInXP9OXF6Ncobk+MLAwIXZoageyJLXLZEqNiUPAkXbBweA4P7r8TOFsZBnP1T73GgPjw0a6Sqy4UqnRmm6Nz9IJMTq9/Hu9Joy2ubrIeF8rWGiiqD7H17B7GefADbcGVqng3O6gRtpePilOISnFLO/RLx31D0pimEJdMpnxrcoQGHT0wDwrPwVigRuTb3uGdALXYGkK5JNFmec3m8cCwtbVOcj5kXrAFFtqX88Fr+2T6ffREc5mj+VATWK+bpJ7IZi+1JJZkqF1jVs/84vqGPR5ZEOLT70AVNn+ovu1sIjkvHsvnl++Yqnr1eYM0dgtzhCcFA6fsU8D4TEx3IAAAAABCuhLimBpslFjBN3bca+tvE81sOtvs38fIXyzrcfqKW08trroBdXw1jd/9/yME3VKcA+4ppTtIDQ81KjCCgDJ3LdFnqyrCy8vgS8Y6j+5pGlMjPMT3oeRvyUashUItm3oS/ju4QjbvuT5F0JvCJT2iJt9v20QeZ4O3z9+H8GM99LOZBqmT+CUaW/nu/AWaXVOF6TvC/TyfGGSTddW497jnAweMkaikSk9r//D9vHgNkRgOzbaVY4mPZ7m4REENcUd/ESuA0eZS4CJd9rRKQkWlRvFXqadVtYTCVqn3hAjuDpZ3R7X2DN+PkMmUixCbtgHPu6wdTgPtOr2hgHLFxR7mgy4lxOM+8ufJuYlp/ZAw+7WHUziUdW8Qv50pncn85mUM/GYFsDvQeGBnquW/nKw9a/VXg7TTtswnNU+VSRPu4EHD9vjxomhJX/F4S8uY3sV0x95cmNWEFEJUwsRs7MTK93qDTGh0CY8HSGV1a7EoH/MPKkaiEbSSCxIrGoJ2vROQkgKkEuwYkiB1H01Q/gL+n61odVjTQW6IPUyh7U8NrqHwOLZ9D1Px7J1xDtvSXmD2Gg2BFk7kCFjCA9rTcDZYPAI2VdbCqpuszNS7taTmOzIB2DmsrCtefW8fVqvUCmyJOKOyrKLpkd/H4eikZflEnQOmsPTvm654h+uZAXaTLHv5g0TplBjw+kDCLye7pVme1K6AVimALUPeIiAdrLFfuqf+yzoosbvcTiH2IQDQmoTA4i4nAGQegWD/a9O+nSlT+QhJiEv4njcOQjF7xumdEXgSTpbTyB0OqCSIN2F01dICvhRhirfQ3AkPPlnF6zgcIyXvHTuFJssUgE1vD234KQHZKebMBLftDG6uBCHSUaTq2CQ3ribe1BFcm9ZGkfbW6xGnTyoZhs1cwHb+Y31tua/0DVEMG5kkyr3Y4bQWKJYIBhAxOxqMgROp/ph3WbF+34XhdQKQGvshn2KcsroTEKigR6tse5tBw+tK5gLwMRalslxlxvdaW116uZqUgbAZt/mGwQweRn7JegbAgbn0QjxeIi3gD71eGiwpFHOiMjIJj/eVCV9Kijl1ocGnoGvQZbAeJ8T0t0wZ8oIX32E057iXuO7o6tOsX6WIP1782GvTTqMm4YhRU+u2r2ZooNQt/OLegmn2DRxDiV/b8NYD+DcFS/oANiJbBm87IAay56PHxAx5/SnuepVMIcsPeoAmnQYnVcYn2O+BArL0cRxCnR9eqwtszCldf/tnnbzpy/cGTYcMtMrWZS4AD91dayk/f2+8WB1yLCQTCpWIAffh81H6CvRgwwQ0vftMS63mHyQVDaOWPJv+cFiFXAQm49p9y0nQmix1b7MRR7O/wZEO+B89MGqm/kyDT+QRm+C2MMZOl6oWhObROp/Y2e1sTu6BAvmfG7CC4vrxsK1pVfuufGbYG57NNTLTPfWIOneBlFt2fTkUd3mN7DC0BAyyLuSgQcyFS8xe32DIZq+2JBM7elwrITNgsQBQVkZgTsXqEoSF1XDS7MfRN8FDl1oOgXFL5BUEZPS2XvuKnp4M4HBq5dCATV6nczRTlGhpHpkn/PGVR/QEYWImFKB98M23ToUO7gOoOg2JHO8zeoWYuiL5CW/g5Npg7yyviNGAKcFcpJ/JMFUQOFT4HsMPWFXQqLdjQdTBpNMsfjOzcCBnopxiZ/lhsRF7ipVR/QC8FjcE79DaaCRipxY0Ddk36mGTwidNaZxs3FJeT0CBQebaoYivdvU9ONSGuyNLQp0JXHwmC55Y3CjHXtKErywIpiB9T91Q06l/4vp4tvf7E+BCSmAxv7A7s+BCSmAcN2q3Yz61YPQLiA4anZtOQAACMDZbupovQpm+P7hW2BsBQAAAAACJeZZeUv+eaStDClI/MUjKomB8hV0QzUP0ehcYu2+dXl970W4lL/YCPSYJ3oioL3JrcjWXjTVnR1iP0QaMWsEcLUL2C6MSjBKcjbbTf9Yp/Vhc8mvq3QpY5T8j4wvj1r5mz8NP9yr04yYUaglm1tLbj+JKdLJn46BJy+GzhjewIbbbrExqjNWKnsx++FHgwMPs1IS4LYm42s0d2woaEKOsDDITo4G7nz1eKKF4xip37txILvkT0vBlSSkq4uRHEhYJIMT4JulEOPmWeNTWGjSr9oLMS7xGjVBXE9seA0lmWd1e7NCyjcXVYdVBqXv+FNvv1MN2J/lR4X6LmgitAfSqvRaZcOta2L5fSm4McLfggxrL7CCOZ052yd2zzwgLIgKWpM0eR5Ql6BZhx+4qBnu1MGtXncWD3aAPy8F29l/9cN4X0iEXz/pIWjiDx0Axm8gUDVKr4T41ICnsToMuxktJNiZnaffi17X0lSpw1XBVla3Q0dWahssOgl+gSrEI7TLQLt36hc/63JTycksO2qr+07VbjGC75KnzcAGf0pKG2+bqojGENs6FlC1TPW7gRijB/+Q2xb5r3XhXu5+M4IXIm6Q40eX2pvJpACB73v4Gjumz/LsFTr302VsaytMKdARVXaxBIAmoQ/uNzApsfnl+84hnGybaO1QmQ3mQmngF4Fc1fY/OIliK3gnO2zP77FNzIgaJ3XS6waLd80ftPWvRo0I8FDfrvN/dJr82VrIwC5LLz+8IKj3mR/4kEEDq+q70SDilPccRTlD+0Oe9vs4AYwn5GQi11p8NWNgHVR87eQmTie2odY+gsUK6Y6fBK7E+Ez3DTusHLy6neEVOSmGnpsr7nC77GnR8rnKyYrT52eZslkfphgyvy19cVn/Db1o5NsbSl4XYZUey6xUmpFFAzwx08l79GqdeLbge1WOt41pDYl74qbvSQBj1PgyGGFNtHU+M0fN0nQ4q9qZZ0mLns7BjWVS0n1CKvhO1V906pK6cr8bzpxzg/BIShLEPxVYO3s2ESDNSMiMTLLUcY+vrmiYXM8arhYrfLtouCgXFOgmk3hWfSrGvVN8oeleOgimYTGwtIxofDtsY6ipAqfHpcZakMzRGpAGm+jvEriqd80JMzQdBHb8Zxw6EVR6NdhkBV/U3LU8OvodBdEVfXRUgXoH5Fqqm35MQ/M2ZSQ/QwyrYkIFBzfxi+uXctPzn9vHEPZjsWnSY271Znrjs/aCHvhUdlLwbvwW6kK5Grh3ggoeQVmev7fQgss0umjnAeujkX7qSluV5PpIRig4w3JevUKFRSHnwvvAtyOJFuWuljjGQjmn+HK/LNQpAR6R6AcBp77yGLucbntHSvPdZF6K92qCjMYiX7WZrXc9HlmGBYM/xh7rEaFqos1k7Bn4o84TQP86EGvcy/h0oHFUt7m5nfHKkvXBnSaM+CppU5IaYjT/58ygbqUmFy0Zy9GGFBqORcOQAAAAACFcgAAAAAAAJbuQgJJMGXeNS3LA1XAZjYGqto/feKpt/vV1afsYEVu5sYyiDYS3r0EHLX8S5QRU9AvI15puSN3UAiU6lUuKSnTdssJRSdnYAAADLGbYYAAESF4g0IO45A7goAAAAABEuQAIN66j3NQeIUBeOQAAAAAAwTP+2pKSLtqTSaP2cVH+4aixZD33AH5DnTzjPT1sMXYsofobq0FCOSN5q2AijUtbhvhkpY5qnAvHfYUmPHHZPEADgEsbJnrZqDEarxcDRWOAAAAAAALR5lSD9tIP20g/bSD9tIP20g/bSD9tIP20g/bSDkAAAAAAAAAAAAAZxN5GAAAAAAAAAAUYUAAAAAAAAAIGPDkAAAAAAAAAAAAAAAAAAAATmBXz6F3vnqygd75iAd9WSNg3QQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA==)

The gst-ai-classification application is part of the Qualcomm Intelligent Multimedia
            Product (QIMP) SDK. This application can be executed directly after flashing the device.
            You need to push the model and label files to the device to run the application.

## Download the model and label files

To download and push the model and label files to the device, do the following on the
                Linux host.

1. Download the model and label files by running the following command.

        wget https://github.com/quic/sample-apps-for-qualcomm-linux/releases/download/v0.1.0/v0.1.0.tar.gzCopy to clipboard
2. Extract the files by running the following command.

        tar -zxvf v0.1.0.tar.gzCopy to clipboard
3. Push the model and label files to the device.
    1. Enable SSH in Permissive mode to securely log into the host device. For
                        instructions, see [How to SSH?](https://docs.qualcomm.com/bundle/publicresource/topics/80-70014-254/how_to.html#how-to-ssh-)
    2. Run the following command to push the files.

            scp -r v0.1.0/* root@<IP addr of the target device>:/opt/Copy to clipboard
4. Enter enter the SSH shell and execute the use cases by running the following
                    command. 

        ssh root@<IP addr of the target device>Copy to clipboard
5. Enable the display by running the following command.  The following commands
                    need to be run in the SSH
                    prompt.

        export XDG_RUNTIME_DIR=/dev/socket/weston && export WAYLAND_DISPLAY=wayland-1Copy to clipboard

## Execute the reference application

To execute the reference application, run the following commands.

- Use the following command to run inference using the Qualcomm Neural Processing
                    SDK runtime.

        gst-ai-classification --ml-framework=1Copy to clipboard

    Add
                        the model and label files in the command line parameter. The following
                        command provides the default model and label file paths for the Qualcomm
                        Neural Processing SDK
                    runtime.

        gst-ai-classification --ml-framework=1 --model=/opt/inceptionv3.dlc --labels=/opt/classification.labelsCopy to clipboard
- Use the following command to run inference using the TFLite runtime.

        cp /opt/inceptionv3.tflite /opt/inceptionv3_uint8.tflite
        
        gst-ai-classification --ml-framework=2Copy to clipboard

    Add the model and label
                        files in the command-line parameter. The following command provides the
                        default model and label file paths for the TFLite
                    runtime.

        gst-ai-classification --ml-framework=2 --model-format=1 --model=/opt/inceptionv3_uint8.tflite --labels=/opt/classification.labelsCopy to clipboard

## Notes

- To stop the use case, press CTRL + C.
- To display the available help options, run the following command:

        gst-ai-classification -hCopy to clipboard

- The GStreamer debug output is controlled by the GST\_DEBUG environment variable.
                    Set the required level to enable logging. For example, to log all warnings, run
                    the following command. 

        export GST_DEBUG=2Copy to clipboard

Last Published: Jan 21, 2026

[Previous Topic
AI/ML reference apps](https://docs.qualcomm.com/bundle/publicresource/80-70014-15B/topics/ai-ml-reference-apps.md) [Next Topic
Customize reference application](https://docs.qualcomm.com/bundle/publicresource/80-70014-15B/topics/customize-reference-app.md)