不得不承认pretty-midi很好用,以及一些简单的上手
阅读原文时间:2023年07月12日阅读:2

官方文档在此:

http://craffel.github.io/pretty-midi/

首先我们演示如何将midi文件转变为piano-roll格式(matrix)。

现在我们手中有了一个数据集,假设我们就用The Lakh数据集,我使用了里面的Bach BMV 988作为测试midi。现在我们这么写代码:

midi_data = pretty_midi.PrettyMIDI('bmv988.mid')

这样我们就得到了一个pretty.midi对象。接下来我们单刀直入,分离音轨。

midi_data.instruments

这里可以查看所有乐器,我们这个midi文件是单音轨,只有钢琴A。我们可以通过列表操作选定指定的音轨。

接下来使用

get_piano_roll()

方法进行操作:

好了,现在我们可以为所欲为了!

接下来我们将矩阵转换成piano-roll,使用以下方法:

import scipy.misc
scipy.misc.imsave('outfile.jpg', image_array)

下面是效果图:

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Lb/AKC9l/3xN/8AG6PsFt/0F7L/AL4m/wDjdH2C2/6C9l/3xN/8bo+wW3/QXsv++Jv/AI3R9gtv+gvZf98Tf/G6PsFt/wBBey/74m/+N0fYLb/oL2X/AHxN/wDG6PsFt/0F7L/vib/43Si1soD5kt9DcoOsMBkR2+jNHgevPpS+do//AD4X/wD4Gp/8ao87R/8Anwv/APwNT/41R52j/wDPhf8A/gan/wAao87R/wDnwv8A/wADU/8AjVHnaP8A8+F//wCBqf8AxqjztH/58L//AMDU/wDjVHnaP/z4X/8A4Gp/8aqe0vdCt5S8ui3F0pXGya+wAfX5EU5/HvUf9qWf/QB07/vu4/8AjtH9qWf/AEAdO/77uP8A47R/aln/ANAHTv8Avu4/+O0f2pZ/9AHTv++7j/47R/aln/0AdO/77uP/AI7R/aln/wBAHTv++7j/AOO0f2pZ/wDQB07/AL7uP/jtPOv3Edt5FhENOXfvJtLicZOMchpCPTtngVD/AG9rH/QWv/8AwJf/ABo/t7WP+gtf/wDgS/8AjR/b2sf9Ba//APAl/wDGj+3tY/6C1/8A+BL/AONH9vax/wBBa/8A/Al/8aP7e1j/AKC1/wD+BL/40f29rH/QWv8A/wACX/xo/t7WP+gtf/8AgS/+NZ9FFFFFFFaP9m2n/QcsP++J/wD41R/Ztp/0HLD/AL4n/wDjVH9m2n/QcsP++J//AI1R/Ztp/wBByw/74n/+NUf2baf9Byw/74n/APjVH9m2n/QcsP8Avif/AONUf2baf9Byw/74n/8AjVH9m2n/AEHLD/vif/41UN1aQW8QeLUbW5YnGyJZQR7/ADIBj8e9VKKKKKKKKKKKKKKtppeoSIrpY3TIwyrLCxBHqOKX+yNS/wCgfd/9+W/wo/sjUv8AoH3f/flv8KP7I1L/AKB93/35b/Cj+yNS/wCgfd/9+W/wo/sjUv8AoH3f/flv8KP7I1L/AKB93/35b/Cj+yNS/wCgfd/9+W/wo/sjUv8AoH3f/flv8Knn0Y2u37ReQw7s7fMhmXP0zHUP2K3/AOgpaf8AfMv/AMRR9it/+gpaf98y/wDxFH2K3/6Clp/3zL/8RR9it/8AoKWn/fMv/wARR9it/wDoKWn/AHzL/wDEUfYrf/oKWn/fMv8A8RR9it/+gpaf98y//EUwCzhZkkD3BB4khl2KRj0ZM0vmaf8A8+t1/wCBK/8AxFHmaf8A8+t1/wCBK/8AxFHmaf8A8+t1/wCBK/8AxFHmaf8A8+t1/wCBK/8AxFHmaf8A8+t1/wCBK/8AxFHmaf8A8+t1/wCBK/8AxFHmaf8A8+t1/wCBK/8AxFHmaf8A8+t1/wCBK/8AxFHmaf8A8+t1/wCBK/8AxFHmaf8A8+t1/wCBK/8AxFQTNCzgwRyIuOQ7hjn6gCo6KKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKfEYgx81HZcdEYKc/kal32f8Azwn/AO/w/wDiKN9n/wA8J/8Av8P/AIijfZ/88J/+/wAP/iKN9n/zwn/7/D/4ijfZ/wDPCf8A7/D/AOIo32f/ADwn/wC/w/8AiKN9n/zwn/7/AA/+Io32f/PCf/v8P/iKN9n/AM8J/wDv8P8A4ijfZ/8APCf/AL/D/wCIo32f/PCf/v8AD/4ijfZ/88J/+/w/+Io32f8Azwn/AO/w/wDiKN9n/wA8J/8Av8P/AIijfZ/88J/+/wAP/iKN9n/zwn/7/D/4ijfZ/wDPCf8A7/D/AOIo32f/ADwn/wC/w/8AiKN9n/zwn/7/AA/+Io32f/PCf/v8P/iKN9n/AM8J/wDv8P8A4ijfZ/8APCf/AL/D/wCIo32f/PCf/v8AD/4ijfZ/88J/+/w/+Io32f8Azwn/AO/w/wDiKN9n/wA8J/8Av8P/AIijfZ/88J/+/wAP/iKN9n/zwn/7/D/4ijfZ/wDPCf8A7/D/AOIo32f/ADwn/wC/w/8AiKN9n/zwn/7/AA/+Io32f/PCf/v8P/iKN9n/AM8J/wDv8P8A4ijfZ/8APCf/AL/D/wCIo32f/PCf/v8AD/4ijfZ/88J/+/w/+Io32f8Azwn/AO/w/wDiKN9n/wA8J/8Av8P/AIijfZ/88J/+/wAP/iKN9n/zwn/7/D/4ijfZ/wDPCf8A7/D/AOIo32f/ADwn/wC/w/8AiKN9n/zwn/7/AA/+Io32f/PCf/v8P/iKN9n/AM8J/wDv8P8A4ijfZ/8APCf/AL/D/wCIo32f/PCf/v8AD/4ijfZ/88J/+/w/+Io32f8Azwn/AO/w/wDiKN9n/wA8J/8Av8P/AIijfZ/88J/+/wAP/iKN9n/zwn/7/D/4ijfZ/wDPCf8A7/D/AOIo32f/ADwn/wC/w/8AiKN9n/zwn/7/AA/+Io32f/PCf/v8P/iKN9n/AM8J/wDv8P8A4ijfZ/8APCf/AL/D/wCIo32f/PCf/v8AD/4ijfZ/88J/+/w/+Io32f8Azwn/AO/w/wDiKN9n/wA8J/8Av8P/AIijfZ/88J/+/wAP/iKN9n/zwn/7/D/4io5WhOPJjkT13uGz+QFR0UUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUVOtjduoZbWdlIyCIyQRS/2fe/8APpcf9+z/AIUf2fe/8+lx/wB+z/hR/Z97/wA+lx/37P8AhR/Z97/z6XH/AH7P+FH9n3v/AD6XH/fs/wCFH9n3v/Ppcf8Afs/4Uf2fe/8APpcf9+z/AIUf2fe/8+lx/wB+z/hR/Z97/wA+lx/37P8AhR/Z97/z6XH/AH7P+FH9n3v/AD6XH/fs/wCFH9n3v/Ppcf8Afs/4Uf2fe/8APpcf9+z/AIUf2fe/8+lx/wB+z/hR/Z97/wA+lx/37P8AhR/Z97/z6XH/AH7P+FH9n3v/AD6XH/fs/wCFH9n3v/Ppcf8Afs/4Uf2fe/8APpcf9+z/AIUf2fe/8+lx/wB+z/hR/Z97/wA+lx/37P8AhR/Z97/z6XH/AH7P+FH9n3v/AD6XH/fs/wCFH9n3v/Ppcf8Afs/4Uf2fe/8APpcf9+z/AIUf2fe/8+lx/wB+z/hR/Z97/wA+lx/37P8AhR/Z97/z6XH/AH7P+FH9n3v/AD6XH/fs/wCFH9n3v/Ppcf8Afs/4Uf2fe/8APpcf9+z/AIUf2fe/8+lx/wB+z/hR/Z97/wA+lx/37P8AhR/Z97/z6XH/AH7P+FH9n3v/AD6XH/fs/wCFH9n3v/Ppcf8Afs/4Uf2fe/8APpcf9+z/AIUf2fe/8+lx/wB+z/hR/Z97/wA+lx/37P8AhR/Z97/z6XH/AH7P+FSf2bP/AM9LX/wLi/8AiqP7Nn/56Wv/AIFxf/FUf2bP/wA9LX/wLi/+Ko/s2f8A56Wv/gXF/wDFUf2bP/z0tf8AwLi/+Ko/s2f/AJ6Wv/gXF/8AFUf2bP8A89LX/wAC4v8A4qj+zZ/+elr/AOBcX/xVH9mz/wDPS1/8C4v/AIqj+zZ/+elr/wCBcX/xVH9mz/8APS1/8C4v/iqP7Nn/AOelr/4Fxf8AxVH9mz/89LX/AMC4v/iqP7Nn/wCelr/4Fxf/ABVH9mz/APPS1/8AAuL/AOKo/s2f/npa/wDgXF/8VR/Zs/8Az0tf/AuL/wCKo/s2f/npa/8AgXF/8VR/Zs//AD0tf/AuL/4qj+zZ/wDnpa/+BcX/AMVR/Zs//PS1/wDAuL/4qj+zZ/8Anpa/+BcX/wAVR/Zs/wDz0tf/AALi/wDiqP7Nn/56Wv8A4Fxf/FUf2bP/AM9LX/wLi/8AiqP7Nn/56Wv/AIFxf/FUf2bP/wA9LX/wLi/+Ko/s2f8A56Wv/gXF/wDFUf2bP/z0tf8AwLi/+Ko/s2f/AJ6Wv/gXF/8AFUf2bP8A89LX/wAC4v8A4qj+zZ/+elr/AOBcX/xVH9mz/wDPS1/8C4v/AIqj+zZ/+elr/wCBcX/xVH9mz/8APS1/8C4v/iqP7Nn/AOelr/4Fxf8AxVH9mz/89LX/AMC4v/iqP7Nn/wCelr/4Fxf/ABVH9mz/APPS1/8AAuL/AOKo/s2f/npa/wDgXF/8VR/Zs/8Az0tf/AuL/wCKo/s2f/npa/8AgXF/8VR/Zs//AD0tf/AuL/4qj+zZ/wDnpa/+BcX/AMVVaWJoZDGxQkd0cMPzBIplW/L0/wD5+rr/AMBl/wDi6PL0/wD5+rr/AMBl/wDi6PL0/wD5+rr/AMBl/wDi6PL0/wD5+rr/AMBl/wDi6PL0/wD5+rr/AMBl/wDi6PL0/wD5+rr/AMBl/wDi6PL0/wD5+rr/AMBl/wDi6PL0/wD5+rr/AMBl/wDi6PL0/wD5+rr/AMBl/wDi6PL0/wD5+rr/AMBl/wDi6PL0/wD5+rr/AMBl/wDi6PL0/wD5+rr/AMBl/wDi6PL0/wD5+rr/AMBl/wDi6fHbWU0gjimvHc9FW1BJ/DfU/wDZA/556n/4A/8A2dH9kD/nnqf/AIA//Z0f2QP+eep/+AP/ANnR/ZA/556n/wCAP/2dH9kD/nnqf/gD/wDZ0f2QP+eep/8AgD/9nR/ZA/556n/4A/8A2dH9kD/nnqf/AIA//Z0f2QP+eep/+AP/ANnR/ZA/556n/wCAP/2dH9kD/nnqf/gD/wDZ0f2QP+eep/8AgD/9nR/ZA/556n/4A/8A2dH9kD/nnqf/AIA//Z1DNaWlu4SaW9jYjID2gBx+L1H5en/8/V1/4DL/APF0eXp//P1df+Ay/wDxdHl6f/z9XX/gMv8A8XR5en/8/V1/4DL/APF0eXp//P1df+Ay/wDxdHl6f/z9XX/gMv8A8XR5en/8/V1/4DL/APF0eXp//P1df+Ay/wDxdHl6f/z9XX/gMv8A8XR5en/8/V1/4DL/APF0eXp//P1df+Ay/wDxdHl6f/z9XX/gMv8A8XVVwodghJXPBIwSPpVhbmJUANjbsQMFi0mT78NS/a4f+gfbf99Sf/F0fa4f+gfbf99Sf/F0fa4f+gfbf99Sf/F0fa4f+gfbf99Sf/F0fa4f+gfbf99Sf/F0fa4f+gfbf99Sf/F0fa4f+gfbf99Sf/F0fa4f+gfbf99Sf/F0fa4f+gfbf99Sf/F0fa4f+gfbf99Sf/F0fa4f+gfbf99Sf/F0fa4f+gfbf99Sf/F0fa4f+gfbf99Sf/F0fa4f+gfbf99Sf/F0fa4f+gfbf99Sf/F0fa4f+gfbf99Sf/F1MhSRAy2NiAf707KfyMlO2j/nx0//AMCT/wDHKNo/58dP/wDAk/8AxyjaP+fHT/8AwJP/AMco2j/nx0//AMCT/wDHKNo/58dP/wDAk/8AxyjaP+fHT/8AwJP/AMco2j/nx0//AMCT/wDHKNo/58dP/wDAk/8AxyjaP+fHT/8AwJP/AMco2j/nx0//AMCT/wDHKNo/58dP/wDAk/8AxyjaP+fHT/8AwJP/AMco2j/nx0//AMCT/wDHKNo/58dP/wDAk/8AxyjaP+fHT/8AwJP/AMco2j/nx0//AMCT/wDHKr/a4f8AoH23/fUn/wAXR9rh/wCgfbf99Sf/ABdH2uH/AKB9t/31J/8AF0fa4f8AoH23/fUn/wAXR9rh/wCgfbf99Sf/ABdH2uH/AKB9t/31J/8AF0fbTG6yW0S2sqnIkhdww4xjJY+tSf21qv8A0E73/v8At/jR/bWq/wDQTvf+/wC3+NH9tar/ANBO9/7/ALf40f21qv8A0E73/v8At/jR/bWq/wDQTvf+/wC3+NH9tar/ANBO9/7/ALf40f21qv8A0E73/v8At/jR/bWq/wDQTvf+/wC3+NVZp5biVpZ5Xlkbq7sWJ7dTUdFFFFFFFFFFFFSwypFu328cuem8sMfkRUn2qH/nwt/++pP/AIqj7VD/AM+Fv/31J/8AFUfaof8Anwt/++pP/iqPtUP/AD4W/wD31J/8VR9qh/58Lf8A76k/+Ko+1Q/8+Fv/AN9Sf/FUfaof+fC3/wC+pP8A4qj7VD/z4W//AH1J/wDFUfaof+fC3/76k/8AiqPtUP8Az4W//fUn/wAVR9qh/wCfC3/76k/+Kp8cySuEj02B2PRVMhJ/8eqbypv+gKP++Jf/AIqjypv+gKP++Jf/AIqo5ba5kUBdKaI5zuRJM/TkmofsF5/z6T/9+z/hR9gvP+fSf/v2f8KPsF5/z6T/APfs/wCFH2C8/wCfSf8A79n/AAo+wXn/AD6T/wDfs/4UfYLz/n0n/wC/Z/wo+wXn/PpP/wB+z/hR9gvP+fSf/v2f8KPsF5/z6T/9+z/hR9gvP+fSf/v2f8KPsF5/z6T/APfs/wCFH2C8/wCfSf8A79n/AAo+wXn/AD6T/wDfs/4VNBFqtru+zpeRbvveWGXP1xU3na7/AM9NR/76ejztd/56aj/309Hna7/z01H/AL6ejztd/wCemo/99PUEmo6pE5SS9vEYdVaVgR+tN/tXUf8An/uv+/zf40f2rqP/AD/3X/f5v8aP7V1H/n/uv+/zf40f2rqP/P8A3X/f5v8AGj+1dR/5/wC6/wC/zf40f2rqP/P/AHX/AH+b/Gj+1dR/5/7r/v8AN/jR/auo/wDP/df9/m/xo/tXUf8An/uv+/zf41LDqd027z9Uvk9NjFs/mwqX+0W/6DGp/wDfP/2yj+0W/wCgxqf/AHz/APbKP7Rb/oMan/3z/wDbKP7Rb/oMan/3z/8AbKP7Rb/oMan/AN8//bKP7Rb/AKDGp/8AfP8A9so/tFv+gxqf/fP/ANso/tFv+gxqf/fP/wBso/tFv+gxqf8A3z/9so/tFv8AoMan/wB8/wD2yj+0W/6DGp/98/8A2yj+0W/6DGp/98//AGyj+0W/6DGp/wDfP/2yo5dTuFQGHVdQds8hyVGPqHNQ/wBq6j/z/wB1/wB/m/xo/tXUf+f+6/7/ADf40f2rqP8Az/3X/f5v8aP7V1H/AJ/7r/v83+NH9q6j/wA/91/3+b/Gj+1dR/5/7r/v83+NH9q6j/z/AN1/3+b/ABo/tXUf+f8Auv8Av83+NSxazdokiTu9yrjBWaaTGO4+Vh196Z9ut/8AoFWf/fUv/wAXR9ut/wDoFWf/AH1L/wDF0fbrf/oFWf8A31L/APF0fbrf/oFWf/fUv/xdH263/wCgVZ/99S//ABdH263/AOgVZ/8AfUv/AMXR9ut/+gVZ/wDfUv8A8XTlOm3A3zGS0YcCO2g8xSPUl5M59val8nR/+f6+/wDANP8A47R5Oj/8/wBff+Aaf/HaPJ0f/n+vv/ANP/jtHk6P/wA/19/4Bp/8do8nR/8An+vv/ANP/jtHk6P/AM/19/4Bp/8AHaPJ0f8A5/r7/wAA0/8AjtE96YUjSy1O/dQMESL5YUdsYdv6VD/aV/8A8/tz/wB/W/xo/tK//wCf25/7+t/jR/aV/wD8/tz/AN/W/wAaP7Sv/wDn9uf+/rf40f2lf/8AP7c/9/W/xo/tK/8A+f25/wC/rf41LBq95C5Z5ZJwRjbJNIAPf5WBqSXWTcIEms4ZFByA80xGfxkqH7db/wDQKs/++pf/AIuj7db/APQKs/8AvqX/AOLo+3W//QKs/wDvqX/4uj7db/8AQKs/++pf/i6Pt1v/ANAqz/76l/8Ai6Pt1v8A9Aqz/wC+pf8A4uj7db/9Aqz/AO+pf/i6Pt1v/wBAqz/76l/+Lo+3W/8A0CrP/vqX/wCLo+3W/wD0CrP/AL6l/wDi6Pt1v/0CrP8A76l/+Lo+3W//AECrP/vqX/4uj7db/wDQKs/++pf/AIuj7db/APQKs/8AvqX/AOLo+3W//QKs/wDvqX/4uj7db/8AQKs/++pf/i6khnS4lWKDRreWRuiIZmJ79A9WvsV7/wBCuf8Av1cf/F0fYr3/AKFc/wDfq4/+Lo+xXv8A0K5/79XH/wAXTksL6R1QeGMFiAN0c4H4kvgUj2rxSNHJpmko6kqytfYII6gjzqb5H/UP0j/wP/8At1Hkf9Q/SP8AwP8A/t1Hkf8AUP0j/wAD/wD7dTILjTA8qXtlDEVOF8hHlB65584D8s5qb7R4f/54v/4Cv/8AJFH2jw//AM8X/wDAV/8A5Io+0eH/APni/wD4Cv8A/JFUZL20EjCPTLVowTtZjKCR2yPMOPzNTqFdFYabpeCMjN2wP5GXimzQGSIolnpsTHo6XmSPzkI/SsxlKOynGQcHBBH5jrSUUVKlrcSIHSCVlPQqhINO+xXf/PrN/wB+zR9iu/8An1m/79mj7Fd/8+s3/fs0fYrv/n1m/wC/Zo+xXf8Az6zf9+zR9iu/+fWb/v2agooooooooooooooooooooooooqa3mSCQtJbRXAIxtlLAD3+Ug1Z/tC2/6A9l/wB9zf8Axyj+0Lb/AKA9l/33N/8AHKP7Qtv+gPZf99zf/HKP7Qtv+gPZf99zf/HKP7Qtv+gPZf8Afc3/AMcqOa8glhZE021hY9HRpSR/305H6VUqa3W1bd9pmmj6bfLiD59c5YYqxFd2dtvjWwgvF3ZWW58xH6DjCSAYzn1psA0+aWZ7uWe1UtmNLaASgZzx80gIA4xyf8Z/I0L/AKCOo/8AgAn/AMeo8jQv+gjqP/gAn/x6jyNC/wCgjqP/AIAJ/wDHqPI0L/oI6j/4AJ/8eo8jQv8AoI6j/wCACf8Ax6jyNC/6COo/+ACf/HqPI0L/AKCOo/8AgAn/AMeo8jQv+gjqP/gAn/x6jyNC/wCgjqP/AIAJ/wDHqPI0L/oI6j/4AJ/8eo8jQv8AoI6j/wCACf8Ax6jyNC/6COo/+ACf/HqPI0L/AKCOo/8AgAn/AMeqP+x7n/nrZf8AgdD/APF0f2Pc/wDPWy/8Dof/AIuj+x7n/nrZf+B0P/xdH9j3P/PWy/8AA6H/AOLo/se5/wCetl/4HQ//ABdH9j3P/PWy/wDA6H/4urEXhjVZoxJFDDIh6Ml1EQfx3VT/ALL1D/nxuv8Avy3+FH9l6h/z43X/AH5b/Cj+y9Q/58br/vy3+FH9l6h/z43X/flv8KP7L1D/AJ8br/vy3+FH9l6h/wA+N1/35b/Cj+y9Q/58br/vy3+FH9l6h/z43X/flv8ACj+y9Q/58br/AL8t/hR/Zeof8+N1/wB+W/wo/svUP+fG6/78t/hR/Zeof8+N1/35b/Cj+y9Q/wCfG6/78t/hR/Zeof8APjdf9+W/wo/svUP+fG6/78t/hR/Zeof8+N1/35b/AAo/svUP+fG6/wC/Lf4Uf2XqH/Pjdf8Aflv8KP7L1D/nxuv+/Lf4Uf2XqH/Pjdf9+W/wo/svUP8Anxuv+/Lf4Uf2XqH/AD43X/flv8KP7L1D/nxuv+/Lf4Uf2XqH/Pjdf9+W/wAKP7L1D/nxuv8Avy3+FH9l6h/z43X/AH5b/Cj+y9Q/58br/vy3+FH9l6h/z43X/flv8KP7L1D/AJ8br/vy3+FH9l6h/wA+N1/35b/Cj+y9Q/58br/vy3+FH9l6h/z43X/flv8ACj+y9Q/58br/AL8t/hR/Zeof8+N1/wB+W/wo/svUP+fG6/78t/hR/Zeof8+N1/35b/Cj+y9Q/wCfG6/78t/hR/Zeof8APjdf9+W/wo/svUP+fG6/78t/hR/Zeof8+N1/35b/AAo/svUP+fG6/wC/Lf4Uf2XqH/Pjdf8Aflv8KP7L1D/nxuv+/Lf4Uf2XqH/Pjdf9+W/wo/svUP8Anxuv+/Lf4Uf2XqH/AD43X/flv8KP7L1D/nxuv+/Lf4Uf2XqH/Pjdf9+W/wAKP7L1D/nxuv8Avy3+FH9l6h/z43X/AH5b/Cj+y9Q/58br/vy3+FH9l6h/z43X/flv8KP7L1D/AJ8br/vy3+FH9l6h/wA+N1/35b/Cj+y9Q/58br/vy3+FH9l6h/z43X/flv8ACj+y9Q/58br/AL8t/hR/Zeof8+N1/wB+W/wo/svUP+fG6/78t/hR/Zeof8+N1/35b/Cj+y9Q/wCfG6/78t/hVeWKSGQxyxtG46q4wR+FMoop8cTSZ2lBj+84X+Zp6Wk8twsEMTTSsMqkPzk/9859KsDR74SNHNCts4AbbdSLASDnkByM9D0qNdPuXvDaRIssoxnynV15xzuUkY5HOeKvf8IvrH/Pqn/f+P8A+KqObw9qVugeaKGJScAvcxqM/i1Qf2Vcf89LP/wMh/8AiqP7KuP+eln/AOBkP/xVH9lXH/PSz/8AAyH/AOKqa20gNIRdXMESY4MVxA5z9DIv86JrTSoJWje/uyw6lLaNx+YlINM8nR/+f6+/8A0/+O0eTo//AD/X3/gGn/x2jydH/wCf6+/8A0/+O0eTo/8Az/X3/gGn/wAdo8nR/wDn+vv/AADT/wCO0eTo/wDz/X3/AIBp/wDHanudHgWMG1vUlfPIlkgQY+olb+VVf7LuP+eln/4GRf8AxVH9l3H/AD0s/wDwMi/+Ko/su4/56Wf/AIGRf/FUf2Xcf89LP/wMi/8AiqP7LuP+eln/AOBkX/xVH9l3H/PSz/8AAyL/AOKpk1hNBEZHe2KjqEuY3P5BiTVWiiiiiiiir3laT/z+3v8A4CJ/8co8rSf+f29/8BE/+OUeVpP/AD+3v/gIn/xyjytJ/wCf29/8BE/+OUeVpP8Az+3v/gIn/wAco8rSf+f29/8AARP/AI5R5Wk/8/t7/wCAif8AxyjytJ/5/b3/AMBE/wDjlHlaT/z+3v8A4CJ/8co8rSf+f29/8BE/+OUeVpP/AD+3v/gIn/xyjytJ/wCf29/8BE/+OUeVpP8Az+3v/gIn/wAco8rSf+f29/8AARP/AI5R5Wk/8/t7/wCAif8AxyjytJ/5/b3/AMBE/wDjlHlaT/z+3v8A4CJ/8co8rSf+f29/8BE/+OUeVpP/AD+3v/gIn/xyjytJ/wCf29/8BE/+OUeVpP8Az+3v/gIn/wAco8rSf+f29/8AARP/AI5VGiitGOHRjEhlv79ZCo3KtkjAHuAfNGR74FO8jQ/+gjqP/gAn/wAeo8jQ/wDoI6j/AOACf/HqPI0P/oI6j/4AJ/8AHqPI0P8A6COo/wDgAn/x6jyND/6COo/+ACf/AB6jyND/AOgjqP8A4AJ/8eqW3sdGup1hj1K9VmzgyWsUa9M8s04A/E1e/wCEa0//AKC//j9p/wDJNVrvw6qbPsV/bTZzv866tY8emMTNnv6VV/sG8/57ad/4Mrf/AOLo/sG8/wCe2nf+DK3/APi6P7BvP+e2nf8Agyt//i6P7BvP+e2nf+DK3/8Ai6P7BvP+e2nf+DK3/wDi6P7BvP8Antp3/gyt/wD4ukn0DU4I45Ps4mSTO1raRJxx1yUJx+Pv6VB/ZWo/8+F1/wB+W/wo/srUf+fC6/78t/hR/ZWo/wDPhdf9+W/wo/srUf8Anwuv+/Lf4Uf2VqP/AD4XX/flv8KP7K1H/nwuv+/Lf4Uf2VqP/Phdf9+W/wAKP7K1H/nwuv8Avy3+FRT2lza7ftFvLFu+75iFc/TNQ0UUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUVd/sbVP8AoG3n/fhv8KP7G1T/AKBt5/34b/Cj+xtU/wCgbef9+G/wo/sbVP8AoG3n/fhv8KP7G1T/AKBt5/34b/Cj+xtU/wCgbef9+G/wo/sbVP8AoG3n/fhv8KP7G1T/AKBt5/34b/CoYLOW4QujQAA4/eToh/JiDUv9mT/89LT/AMC4v/iqP7Mn/wCelp/4Fxf/ABVH9mT/APPS0/8AAuL/AOKo/syf/npaf+BcX/xVH9mT/wDPS0/8C4v/AIqj+zJ/+elp/wCBcX/xVH9mT/8APS0/8C4v/iqP7Mn/AOelp/4Fxf8AxVH9mT/89LT/AMC4v/iqP7Mn/wCelp/4Fxf/ABVH9mT/APPS0/8AAuL/AOKo/syf/npaf+BcX/xVH9mT/wDPS0/8C4v/AIqj+zJ/+elp/wCBcX/xVH9mT/8APS0/8C4v/iqP7Mn/AOelp/4Fxf8AxVH9mT/89LT/AMC4v/iqP7Mn/wCelp/4Fxf/ABVH9mT/APPS0/8AAuL/AOKo/syf/npaf+BcX/xVH9mT/wDPS0/8C4v/AIqj+zJ/+elp/wCBcX/xVH9mT/8APS0/8C4v/iqP7Mn/AOelp/4Fxf8AxVH9mT/89LT/AMC4v/iqP7Mn/wCelp/4Fxf/ABVH9mT/APPS0/8AAuL/AOKo/syf/npaf+BcX/xVH9mT/wDPS0/8C4v/AIqj+zJ/+elp/wCBcX/xVH9mT/8APS0/8C4v/iqP7Mn/AOelp/4Fxf8AxVH9mT/89LT/AMC4v/iqP7Mn/wCelp/4Fxf/ABVH9mT/APPS0/8AAuL/AOKo/syf/npaf+BcX/xVH9mT/wDPS0/8C4v/AIqj+zJ/+elp/wCBcX/xVH9mT/8APS0/8C4v/iqP7Mn/AOelp/4Fxf8AxVH9mT/89LT/AMC4v/iqP7Mn/wCelp/4Fxf/ABVRT2ctugd2gIJx+7nRz+SkmoKKKnjs7qVA8dtM6HoyoSDTv7Pvf+fO4/79N/hR/Z97/wA+dx/36b/Cj+z73/nzuP8Av03+FH9n3v8Az53H/fpv8KP7Pvf+fO4/79N/hR/Z97/z53H/AH6b/Cj+z73/AJ87j/v03+FH9n3v/Pncf9+m/wAKP7Pvf+fO4/79N/hR/Z97/wA+dx/36b/Cj+z73/nzuP8Av03+FH9n3v8Az53H/fpv8KP7Pvf+fO4/79N/hR/Z97/z53H/AH6b/Cj+z73/AJ87j/v03+FH9n3v/Pncf9+m/wAKP7Pvf+fO4/79N/hR/Z97/wA+dx/36b/Cj+z73/nzuP8Av03+FH9n3v8Az53H/fpv8KP7Pvf+fO4/79N/hR/Z97/z53H/AH6b/Cj+z73/AJ87j/v03+FH9n3v/Pncf9+m/wAKP7Pvf+fO4/79N/hR/Z97/wA+dx/36b/Cj+z73/nzuP8Av03+FH9n3v8Az53H/fpv8KP7Pvf+fO4/79N/hR/Z97/z53H/AH6b/Cj+z73/AJ87j/v03+FH9n3v/Pncf9+m/wAKP7Pvf+fO4/79N/hR/Z97/wA+dx/36b/Cj+z73/nzuP8Av03+FH9n3v8Az53H/fpv8KP7Pvf+fO4/79N/hR/Z97/z53H/AH6b/Cj+z73/AJ87j/v03+FH9n3v/Pncf9+m/wAKP7Pvf+fO4/79N/hR/Z97/wA+dx/36b/Cj+z73/nzuP8Av03+FH9n3v8Az53H/fpv8KP7Pvf+fO4/79N/hR/Z97/z53H/AH6b/CmyWd1EheS2mRB1ZkIAqCiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiipIZEics8Ecwxja5YD6/KRU/2yD/oHWv8A31L/APF0fbIP+gda/wDfUv8A8XR9sg/6B1r/AN9S/wDxdH2yD/oHWv8A31L/APF0fbIP+gda/wDfUv8A8XR9sg/6B1r/AN9S/wDxdH2yD/oHWv8A31L/APF0fbIP+gda/wDfUv8A8XR9sg/6B1r/AN9S/wDxdH2yD/oHWv8A31L/APF0fbIP+gda/wDfUv8A8XR9sg/6B1r/AN9S/wDxdH2yD/oHWv8A31L/APF0fbIP+gda/wDfUv8A8XR9sg/6B1r/AN9S/wDxdH2yD/oHWv8A31L/APF0fbIP+gda/wDfUv8A8XR9sg/6B1r/AN9S/wDxdH2yD/oHWv8A31L/APF0fbIP+gda/wDfUv8A8XR9sg/6B1r/AN9S/wDxdH2yD/oHWv8A31L/APF0fbIP+gda/wDfUv8A8XR9sg/6B1r/AN9S/wDxdH2yD/oHWv8A31L/APF0fbIP+gda/wDfUv8A8XR9sg/6B1r/AN9S/wDxdH2yD/oHWv8A31L/APF0fbIP+gda/wDfUv8A8XR9sg/6B1r/AN9S/wDxdH2yD/oHWv8A31L/APF0fbIP+gda/wDfUv8A8XR9sg/6B1r/AN9S/wDxdH2yD/oHWv8A31L/APF0fbIP+gda/wDfUv8A8XR9sg/6B1r/AN9S/wDxdH2yD/oHWv8A31L/APF0fbIP+gda/wDfUv8A8XR9sg/6B1r/AN9S/wDxdH2yD/oHWv8A31L/APF0fbIP+gda/wDfUv8A8XR9sg/6B1r/AN9S/wDxdH2yD/oHWv8A31L/APF0fbIP+gda/wDfUv8A8XR9sg/6B1r/AN9S/wDxdH2yD/oHWv8A31L/APF0fbIP+gda/wDfUv8A8XR9sg/6B1r/AN9S/wDxdH2yD/oHWv8A31L/APF0fbIP+gda/wDfUv8A8XR9sg/6B1r/AN9S/wDxdH2yD/oHWv8A31L/APF0fbIP+gda/wDfUv8A8XR9sg/6B1r/AN9S/wDxdH2yD/oHWv8A31L/APF0fbIP+gda/wDfUv8A8XR9sg/6B1r/AN9S/wDxdH2yD/oHWv8A31L/APF1UooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooqSGCa5mWGCJ5ZW6JGpYnv0FW/7D1f/oF3v/gO/wDhR/Yer/8AQLvf/Ad/8KP7D1f/AKBd7/4Dv/hR/Yer/wDQLvf/AAHf/Cj+w9X/AOgXe/8AgO/+FH9h6v8A9Au9/wDAd/8ACj+w9X/6Bd7/AOA7/wCFH9h6v/0C73/wHf8AwqzF4V1yaMSLpswB7PhT+RINQXGhahZyCO5jigcjcFluI1JHrgt7VF/Zs/8Az0tf/AuL/wCKo/s2f/npa/8AgXF/8VR/Zs//AD0tf/AuL/4qj+zZ/wDnpa/+BcX/AMVR/Zs//PS1/wDAuL/4qj+zZ/8Anpa/+BcX/wAVVaWJoZDGxQkd0cMPzBIqWBLRkJuJ543zwI4Q4x9SwqTytN/5+7v/AMBV/wDjlHlab/z93f8A4Cr/APHKPK03/n7u/wDwFX/45R5Wm/8AP3d/+Aq//HKPK03/AJ+7v/wFX/45R5Wm/wDP3d/+Aq//AByjytN/5+7v/wABV/8AjlHlab/z93f/AICr/wDHKPK03/n7u/8AwFX/AOOUeVpv/P3d/wDgKv8A8co8rTf+fu7/APAVf/jlHlab/wA/d3/4Cr/8co8rTf8An7u//AVf/jlHlab/AM/d3/4Cr/8AHKPK03/n7u//AAFX/wCOU+K1sZ5BHDPfSSN0VLRST+Akp8+n21rt+0PqEO7O3zLILn6ZemRWtjPII4Z76SRuipaKSfwElWf7E/6Zat/4L/8A7Oj+xP8Aplq3/gv/APs6P7E/6Zat/wCC/wD+zo/sT/plq3/gv/8As6P7E/6Zat/4L/8A7Oj+xP8Aplq3/gv/APs6P7E/6Zat/wCC/wD+zq3L4TkgjMkzzRxr1ZxAAPxM1Vv7Etv+f9f+/lv/APHqP7Etv+f9f+/lv/8AHqP7Etv+f9f+/lv/APHqP7Etv+f9f+/lv/8AHqP7Etv+f9f+/lv/APHqP7Etv+f9f+/lv/8AHqP7Etv+f9f+/lv/APHqqx6LeSyLHG1o7uQqqt5CSSegA3VpjwrrkEBL6EkmwElvMyx/BX5/AVV/svUv+hbm/wC/E/8AjR/Zepf9C3N/34n/AMaP7L1L/oW5v+/E/wDjR/Zepf8AQtzf9+J/8aP7L1L/AKFub/vxP/jR/Zepf9C3N/34n/xo/svUv+hbm/78T/40f2XqX/Qtzf8Afif/ABo/svUv+hbm/wC/E/8AjR/Zepf9C3N/34n/AMaP7L1L/oW5v+/E/wDjR/Zepf8AQtzf9+J/8aP7L1L/AKFub/vxP/jR/Zepf9C3N/34n/xo/svUv+hbm/78T/40f2XqX/Qtzf8Afif/ABq3D/wkdtCsUGlahFGvREFyoHfoGqNh4uZiQmtqCc7R52B+dZ39uat/0FL3/wACH/xo/tzVv+gpe/8AgQ/+NH9uat/0FL3/AMCH/wAaP7c1b/oKXv8A4EP/AI0f25q3/QUvf/Ah/wDGj+3NW/6Cl7/4EP8A40f25q3/AEFL3/wIf/Gj+3NW/wCgpe/+BD/40f25q3/QUvf/AAIf/Gj+3NW/6Cl7/wCBD/40f25q3/QUvf8AwIf/ABo/tzVv+gpe/wDgQ/8AjR/bmrf9BS9/8CH/AMaP7c1b/oKXv/gQ/wDjR/bmrf8AQUvf/Ah/8aP7c1b/AKCl7/4EP/jVi2vfEV7u+y3WqT7MbvKkkbbnpnH0NRz6prltM0M9/qMUq/eSSZ1Yd+QTUtvd+JLuMyW1xqsyA7S0byMAfTIqXPiz11r/AMi0Z8Weutf+RaM+LPXWv/ItGfFnrrX/AJFoz4s9da/8i0Z8Weutf+Rakhi8XXEyxI2rhm6GSSRB+bEAUj/8JFFI0cmrFHUlWVtVQEEdQRvpvmeIP+gz/wCVaP8A+OUeZ4g/6DP/AJVo/wD45R5niD/oM/8AlWj/APjlHmeIP+gz/wCVaP8A+OVBc2uqXm37VfwT7M7fN1KJsZ64y/sKr/2Pc/8APWy/8Dof/i6P7Huf+etl/wCB0P8A8XVCrsej6pLGskem3jowDKywMQQehBxTv7D1f/oF3v8A4Dv/AIUf2Hq//QLvf/Ad/wDCj+w9X/6Bd7/4Dv8A4Uf2Hq//AEC73/wHf/Cj+w9X/wCgXe/+A7/4Uf2Hq/8A0C73/wAB3/wo/sPV/wDoF3v/AIDv/hR/Yer/APQLvf8AwHf/AAo/sPV/+gXe/wDgO/8AhUFzY3dlt+1Ws8G/O3zYyu7HXGfqKr0UUUUUUUUUUUUVJBcTWsyzW80kMq52vGxVhkY4Iq7/AMJBrX/QXv8A/wACX/xo/wCEg1r/AKC9/wD+BL/40f8ACQa1/wBBe/8A/Al/8aP+Eg1r/oL3/wD4Ev8A40f8JBrX/QXv/wDwJf8Axo/4SDWv+gvf/wDgS/8AjR/wkGtf9Be//wDAl/8AGj/hINa/6C9//wCBL/40f8JBrX/QXv8A/wACX/xrOoooooooooooooooooooooooooooooqyr2IRQ9vcFsckTqAT9NlO8zT/APn1uv8AwIX/AOIo8zT/APn1uv8AwIX/AOIo8zT/APn1uv8AwIX/AOIo8zT/APn1uv8AwIX/AOIo8zT/APn1uv8AwIX/AOIo8zT/APn1uv8AwIX/AOIprPYlGCW9wGxwTOpAP02VBGEMiiRmWMkbmVdxA7kDIz+Yq/5Ojf8AP/f/APgEn/x2jydG/wCf+/8A/AJP/jtHk6N/z/3/AP4BJ/8AHaPJ0b/n/v8A/wAAk/8AjtHk6N/z/wB//wCASf8Ax2jydG/5/wC//wDAJP8A47R5Ojf8/wDf/wDgEn/x2jydG/5/7/8A8Ak/+O0eTo3/AD/3/wD4BJ/8do8nRv8An/v/APwCT/47R5Ojf8/9/wD+ASf/AB2jydG/5/7/AP8AAJP/AI7R5Ojf8/8Af/8AgEn/AMdo8nRv+f8Av/8AwCT/AOO0eTo3/P8A3/8A4BJ/8do8nRv+f+//APAJP/jtHk6N/wA/9/8A+ASf/HaPJ0b/AJ/7/wD8Ak/+O0eTo3/P/f8A/gEn/wAdo8nRv+f+/wD/AACT/wCO0eTo3/P/AH//AIBJ/wDHaPJ0b/n/AL//AMAk/wDjtHk6N/z/AN//AOASf/HaPJ0b/n/v/wDwCT/47R5Ojf8AP/f/APgEn/x2jydG/wCf+/8A/AJP/jtHk6N/z/3/AP4BJ/8AHaPJ0b/n/v8A/wAAk/8AjtHk6N/z/wB//wCASf8Ax2jydG/5/wC//wDAJP8A47R5Ojf8/wDf/wDgEn/x2jydG/5/7/8A8Ak/+O1SnWFZmFvJJJFxtaRAjH6gE4/Oo6KKKKKKKcgUuoclUyNxUZIHsMjP51b8rS/+fy8/8BV/+OUeVpf/AD+Xn/gKv/xyjytL/wCfy8/8BV/+OUeVpf8Az+Xn/gKv/wAco8rS/wDn8vP/AAFX/wCOUeVpf/P5ef8AgKv/AMco8rS/+fy8/wDAVf8A45R5Wl/8/l5/4Cr/APHKkjfTLbfIqveNjCxXEBROo5ykuc4z60v9pWn/AEA9P/77n/8AjtH9pWn/AEA9P/77n/8AjtH9pWn/AEA9P/77n/8AjtH9pWn/AEA9P/77n/8AjtH9pWn/AEA9P/77n/8AjtH9pWn/AEA9P/77n/8AjtH9pWn/AEA9P/77n/8AjtH9pWn/AEA9P/77n/8AjtH9pWn/AEA9P/77n/8AjtH9pWn/AEA9P/77n/8AjtSxa81tFKlnYwWjSDBeCe4U98H/AFmCRnuDVf8AtzVv+gpe/wDgQ/8AjR/bmrf9BS9/8CH/AMaP7c1b/oKXv/gQ/wDjR/bmrf8AQUvf/Ah/8aP7c1b/AKCl7/4EP/jR/bmrf9BS9/8AAh/8aP7c1b/oKXv/AIEP/jR/bmrf9BS9/wDAh/8AGj+3NW/6Cl7/AOBD/wCNH9uat/0FL3/wIf8Axo/tzVv+gpe/+BD/AONH9uat/wBBS9/8CH/xo/tzVv8AoKXv/gQ/+NH9uat/0FL3/wACH/xo/tzVv+gpe/8AgQ/+NH9uat/0FL3/AMCH/wAaP7c1b/oKXv8A4EP/AI0f25q3/QUvf/Ah/wDGj+3NW/6Cl7/4EP8A41JDrWoM5E2r6ii44KSsxz9Cwqb+2J/+g7q36/8Axyj+2J/+g7q36/8Axyj+2J/+g7q36/8Axyj+2J/+g7q36/8Axyj+2J/+g7q36/8Axyj+2J/+g7q36/8Axyj+2J/+g7q36/8Axyj+2J/+g7q36/8Axyj+2J/+g7q36/8Axyj+2J/+g7q36/8Axyj+2J/+g7q36/8Axyj+2J/+g7q36/8Axyj+2J/+g7q36/8Axyj+2J/+g7q36/8Axyj+2J/+g7q36/8Axyj+2J/+g7q36/8Axyqv9uat/wBBS9/8CH/xo/tzVv8AoKXv/gQ/+NH9uat/0FL3/wACH/xo/tzVv+gpe/8AgQ/+NH9uat/0FL3/AMCH/wAaP7c1b/oKXv8A4EP/AI0f25q3/QUvf/Ah/wDGj+3NW/6Cl7/4EP8A40f25q3/AEFL3/wIf/Gj+3NW/wCgpe/+BD/40f25q3/QUvf/AAIf/Gj+3NW/6Cl7/wCBD/40f25q3/QUvf8AwIf/ABo/tzVv+gpe/wDgQ/8AjR/bmrf9BS9/8CH/AMarXF1cXkgkubiWdwNoaVyxA9MmoaKKKKKKKfFE00gjUoGPd3Cj8yQKs/2ZP/z0tP8AwLi/+Ko/syf/AJ6Wn/gXF/8AFUf2ZP8A89LT/wAC4v8A4qj+zJ/+elp/4Fxf/FUf2ZP/AM9LT/wLi/8Aiqins5bdA7tAQTj93Ojn8lJNQUUqBS6hyQueSBkgfSrXl6d/z9XX/gMv/wAco8vTv+fq6/8AAZf/AI5R5enf8/V1/wCAy/8AxyjNlA6yR77kg8xTxbFIx6q+fSpP7Qtv+gPZf99zf/HKP7Qtv+gPZf8Afc3/AMco/tC2/wCgPZf99zf/ABypbe+09p1FzpdtHDzuaMTOw44wDKM8+9PmTQJZmdLu9hU9I47FSB/31OT+tR+Rof8A0EdR/wDABP8A49R5Gh/9BHUf/ABP/j1SQWOi3MyxJqV6GbODJaRIvTPLNOAPzq7/AMI7p3/QWP52n/yTWfJoc4lcRXFk0YY7Wa+t1JHYkeYcH2yaZ/Yl3/z1sP8AwYQf/F0f2Jd/89bD/wAGEH/xdTzeFtagt0uDYtJE+NrQOsuQRkHCE8e/Sq39h6t/0C73/wAB3/wo/sPVv+gXe/8AgO/+FH9h6t/0C73/AMB3/wAKSTSL2Hb58SwMw3BJ5VjbGSM7WIPY0z+zp/79r/4FRf8AxVH9nT/37X/wKi/+Ko/s6f8Av2v/AIFRf/FUf2dP/ftf/AqL/wCKqddA1OSDz47YSR4JDRyI2cemDz+FQ/2TqP8A0D7r/vy3+FH9k6j/ANA+6/78t/hR/ZOo/wDQPuv+/Lf4Uf2TqP8A0D7r/vy3+FH9k6j/ANA+6/78t/hR/ZOo/wDQPuv+/Lf4Uf2TqP8A0D7r/vy3+FH9k6j/ANA+6/78t/hR/ZOo/wDQPuv+/Lf4Uf2TqP8A0D7r/vy3+FH9k6j/ANA+6/78t/hR/ZOo/wDQPuv+/Lf4Uf2TqP8A0D7r/vy3+FH9k6j/ANA+6/78t/hR/ZOo/wDQPuv+/Lf4VJBpF20yi4s76OL+Jo7Yuw+gJGfzqafTtPtdv2ifVId33fM09Vz9My1D5Oj/APP/AH//AIBJ/wDHaPJ0f/n/AL//AMAk/wDjtHk6P/z/AN//AOASf/HaPJ0f/n/v/wDwCT/47R5Oj/8AP/f/APgEn/x2jydH/wCf+/8A/AJP/jtHk6P/AM/9/wD+ASf/AB2s+iiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiipIJEhmV3hjmUdY5CwU/XaQf1q5/aNr/0BbD/vuf8A+OUf2ja/9AWw/wC+5/8A45R/aNr/ANAWw/77n/8AjlH9o2v/AEBbD/vuf/45R/aNr/0BbD/vuf8A+OUf2ja/9AWw/wC+5/8A45R/aNr/ANAWw/77n/8AjlXrPxVdadCYbG3W1iLbikF1coCemcCXrwPyqGTxVr7yMy61qUYYkhFvJcL7DLE/mab/AMJR4g/6Dup/+Bcn+NH/AAlHiD/oO6n/AOBcn+NH/CUeIP8AoO6n/wCBcn+NH/CUeIP+g7qf/gXJ/jR/wlHiD/oO6n/4Fyf40f8ACUeIP+g7qf8A4Fyf41XvNZ1TUYRDfaleXUQbcEnnZwD0zgnryfzqjRRRRRRRRRRRRRRRRRRRRRRRT4XWOUO8SSqOqOSAfyIP61a+3W//AECrP/vqb/4uj7db/wDQKs/++pv/AIuj7db/APQKs/8Avqb/AOLo+3W//QKs/wDvqb/4uj7db/8AQKs/++pv/i6Pt1v/ANAqz/76m/8Ai6Pt1v8A9Aqz/wC+pv8A4urFqJL7f9k8PxXGzG7ylnfbnpnD8dDTH0LV2dmGjXqAkkKtvJgewyM03+wdY/6BN/8A+Az/AOFH9g6x/wBAm/8A/AZ/8KP7B1j/AKBN/wD+Az/4Uf2DrH/QJv8A/wABn/wo/sHWP+gTf/8AgM/+FH9g6x/0Cb//AMBn/wAKtW3hbUp4y0kM1uQcbJbWck+/yxkfrUdzoYspBHdajbQSEbgssNwpI9cGL2NQ/wBnWv8A0GrH/vif/wCN0f2da/8AQasf++J//jdH9nWv/Qasf++J/wD43R/Z1r/0GrH/AL4n/wDjdH9nWv8A0GrH/vif/wCN0f2da/8AQasf++J//jdWJdP0WG3R/wC3HmlOA0cFmx2nHPLsuR+vtVbydI/5/r7/AMA0/wDjtHk6R/z/AF9/4Bp/8do8nSP+f6+/8A0/+O0eTpH/AD/X3/gGn/x2jydI/wCf6+/8A0/+O0eTpH/P9ff+Aaf/AB2jydI/5/r7/wAA0/8AjtOF5Y248qPTre6Vek1wJUdvqqS4GOnHpS/2laf9APT/APvuf/47R/aVp/0A9P8A++5//jtH9pWn/QD0/wD77n/+O0f2laf9APT/APvuf/47R/aVp/0A9P8A++5//jtH9pWn/QD0/wD77n/+O1Lba4lncLcWulWkEyZ2yRTXCsMjBwRLnoaZ/wAJNr//AEHNS/8AAuT/ABo/4SbX/wDoOal/4Fyf40f8JNr/AP0HNS/8C5P8aP8AhJtf/wCg5qX/AIFyf40f8JNr/wD0HNS/8C5P8aP+Em1//oOal/4Fyf40f8JNr/8A0HNS/wDAuT/GpINf8SXMywwatq0srfdSO5kZj36A1DLo+tzyvLLp2oSSOxZ3eByWJ5JJxyaZ/YWr/wDQKvv/AAHf/Cj+wtX/AOgVff8AgO/+FH9hav8A9Aq+/wDAd/8ACj+wtX/6BV9/4Dv/AIUf2Fq//QKvv/Ad/wDCj+wtX/6BV9/4Dv8A4VBc2N5ZbftVrPBvzt82Mrux1xn6iq9FFFFFFFFFFFFFFFFFFFFFXLTSdSv4jLZ6fd3EYbaXhhZwD6ZA68ip/wDhG9d/6Auo/wDgK/8AhR/wjeu/9AXUf/AV/wDCj/hG9d/6Auo/+Ar/AOFH/CN67/0BdR/8BX/wo/4RvXf+gLqP/gK/+FH/AAjeu/8AQF1H/wABX/wo/wCEb13/AKAuo/8AgK/+FFx4f1K0KLdwx2zugdUuJ4422nvtZgfX8qi/sm5/56Wf/gbD/wDFUf2Tc/8APSz/APA2H/4qj+ybn/npZ/8AgbD/APFUf2Tc/wDPSz/8DYf/AIqj+ybn/npZ/wDgbD/8VR/ZNz/z0s//AANh/wDiqP7Juf8AnpZ/+BsP/wAVR/ZNz/z0s/8AwNh/+Kpyumnjybiwsbpz8wczs+B0xmOQDt9efpS/2la/9ASw/wC+5/8A45R/aVr/ANASw/77n/8AjlH9pWv/AEBLD/vuf/45R/aVr/0BLD/vuf8A+OUf2la/9ASw/wC+5/8A45R/aVr/ANASw/77n/8AjlH9pWv/AEBLD/vuf/45Vi1dr7f9k8NW9xsxu8oXD7c9M4k46GmXOkapPIGj8P3NsAMbIoJSD7/MSf17VD/YOsf9Am+/8B3/AMKP7B1j/oE33/gO/wDhR/YOsf8AQJvv/Ad/8KP7B1j/AKBN9/4Dv/hR/YOsf9Am+/8AAd/8KP7B1j/oE33/AIDv/hR/YOsf9Am+/wDAd/8ACj+wdY/6BN9/4Dv/AIVXurC8sdn2u0nt9+dvmxlN2OuM9eoqvRRRRRRRRRRRRRRUkMiROWeGOYYxtcsB9eCKn+1wf9A61/76k/8Ai6PtcH/QOtf++pP/AIuj7XB/0DrX/vqT/wCLo+1wf9A61/76k/8Ai6PtcH/QOtf++pP/AIuj7XB/0DrX/vqT/wCLo+1wf9A61/76k/8Ai6PtcH/QOtf++pP/AIuj7XB/0DrX/vqT/wCLo+1wf9A61/76k/8Ai6ma3uJ4P3WjFQwBWSNJTx7ZYioP7Mv/APnxuf8Av03+FH9mX/8Az43P/fpv8KP7Mv8A/nxuf+/Tf4Uf2Zf/APPjc/8Afpv8KP7Mv/8Anxuf+/Tf4Uf2Zf8A/Pjc/wDfpv8ACj+zL/8A58bn/v03+FH9mX//AD43P/fpv8KP7Mv/APnxuf8Av03+FH9mX/8Az43P/fpv8KP7Mv8A/nxuf+/Tf4Uf2Zf/APPjc/8Afpv8KP7Mv/8Anxuf+/Tf4Uf2Zf8A/Pjc/wDfpv8ACj+zL/8A58bn/v03+FH9mX//AD43P/fpv8KP7Mv/APnxuf8Av03+FH9mX/8Az43P/fpv8KP7Mv8A/nxuf+/Tf4Uf2Zf/APPjc/8Afpv8KP7Mv/8Anxuf+/Tf4Uf2Zf8A/Pjc/wDfpv8ACj+zL/8A58bn/v03+FH9mX//AD43P/fpv8KP7Mv/APnxuf8Av03+FH9mX/8Az43P/fpv8KP7Mv8A/nxuf+/Tf4Uf2Zf/APPjc/8Afpv8KP7Mv/8Anxuf+/Tf4Uf2Zf8A/Pjc/wDfpv8ACj+zL/8A58bn/v03+FH9mX//AD43P/fpv8KlisryNSG0mSQ5zl45M/oRUn2W6/6Ah/79y/8AxVH2W6/6Ah/79y//ABVH2W6/6Ah/79y//FUfZbr/AKAh/wC/cv8A8VR9luv+gIf+/cv/AMVR9luv+gIf+/cv/wAVR9luv+gIf+/cv/xVH2W6/wCgIf8Av3L/APFVXkkEMhjl06JHHVW8wEfhupn2mL/nyt/++pP/AIqj7TF/z5W//fUn/wAVR9pi/wCfK3/76k/+Ko+0xf8APlb/APfUn/xVH2mL/nyt/wDvqT/4qj7TF/z5W/8A31J/8VR9pi/58rf/AL6k/wDiqPtMX/Plb/8AfUn/AMVR9pi/58rf/vqT/wCKo+0xf8+Vv/31J/8AFVDIwdyyoqA/wrnA/Mk02iiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiipIjCM+bHI3pscLj9DUm+z/wCeE/8A3+H/AMTRvs/+eE//AH+H/wATRvs/+eE//f4f/E0b7P8A54T/APf4f/E0b7P/AJ4T/wDf4f8AxNG+z/54T/8Af4f/ABNG+z/54T/9/h/8TRvs/wDnhP8A9/h/8TRvs/8AnhP/AN/h/wDE0b7P/nhP/wB/h/8AE0b7P/nhP/3+H/xNOj+yyOEWGUE/3rhVH5lcVN9lg/55j/wOi/wo+ywf88x/4HRf4UjWkRU7YwGxwTexEZ/KoPsUv9+3/wDAiP8Axo+xS/37f/wIj/xo+xS/37f/AMCI/wDGj7FL/ft//AiP/Gj7FL/ft/8AwIj/AMaPsUv9+3/8CI/8aPsUv9+3/wDAiP8Axo+xS/37f/wIj/xo+xS/37f/AMCI/wDGj7FL/ft//AiP/Gj7FL/ft/8AwIj/AMaPsUv9+3/8CI/8aPsUv9+3/wDAiP8Axo+xS/37f/wIj/xo+xS/37f/AMCI/wDGj7FL/ft//AiP/Gj7FL/ft/8AwIj/AMahkQxuUYqSP7rBh+Y4ptFFFFFFFFFKrFHVhjIORkAj8j1qz/aE39y2/wDAWP8A+Jo/tCb+5bf+Asf/AMTR/aE39y2/8BY//iaP7Qm/uW3/AICx/wDxNH9oTf3Lb/wFj/8AiaP7Qm/uW3/gLH/8TR/aE39y2/8AAWP/AOJo/tCb+5bf+Asf/wATR/aE39y2/wDAWP8A+Jo/tCb+5bf+Asf/AMTR/aE39y2/8BY//iaP7Qm/uW3/AICx/wDxNH9oTf3Lb/wFj/8AiaP7Qm/uW3/gLH/8TTZLyWWMoywAH+7Ain8wM1AqljgY/Egfzp/kt6p/32v+NHkt6p/32v8AjR5Leqf99r/jR5Leqf8Afa/40eS3qn/fa/40eS3qn/fa/wCNHkt6p/32v+NHkt6p/wB9r/jR5Leqf99r/jR5Leqf99r/AI0eS3qn/fa/40eS3qn/AH2v+NHkt6p/32v+NHkt6p/32v8AjR5Leqf99r/jR5Leqf8Afa/40eS3qn/fa/40eS3qn/fa/wCNHkt6p/32v+NHkt6p/wB9r/jR5Leqf99r/jR5Leqf99r/AI0eS3qn/fa/40eS3qn/AH2v+NHkt6p/32v+NHkt6p/32v8AjR5Leqf99r/jR5Leqf8Afa/40eS3qn/fa/40eS3qn/fa/wCNNaMqMkr+DA/yptFFFFFFFFKoDOqlgoJwWOcD34qz9kh/6CFt/wB8yf8AxFH2SH/oIW3/AHzJ/wDEUfZIf+ghbf8AfMn/AMRR9kh/6CFt/wB8yf8AxFH2SH/oIW3/AHzJ/wDEUfZIf+ghbf8AfMn/AMRR9kh/6CFt/wB8yf8AxFH2SH/oIW3/AHzJ/wDEUfZIf+ghbf8AfMn/AMRR9kh/6CFt/wB8yf8AxFH2SH/oIW3/AHzJ/wDEUfZIf+ghbf8AfMn/AMRR9kh/6CFt/wB8yf8AxFH2SH/oIW3/AHzJ/wDEU2S3iSMst5BIR/CofJ/NQKr0UUUUUUUUUUUUUUUUUUUUUUVbTTZ5EVxJagMARuu4gfxBbIp39l3H/PSz/wDAyL/4qj+y7j/npZ/+BkX/AMVR/Zdx/wA9LP8A8DIv/iqP7LuP+eln/wCBkX/xVH9l3H/PSz/8DIv/AIqj+y7j/npZ/wDgZF/8VR/Zdx/z0s//AAMi/wDiqs+Vfeul/wDfdt/jR5V966X/AN923+NHlX3rpf8A33bf40eVfeul/wDfdt/jR5V966X/AN923+NHlX3rpf8A33bf40eVfeul/wDfdt/jR5V966X/AN923+NHlX3rpf8A33bf40eVfeul/wDfdt/jR5V966X/AN923+NHlX3rpf8A33bf41WmuriCUxutoWHUpDE4/MAg1H9vm/uW/wD4DR//ABNH2+b+5b/+A0f/AMTR9vm/uW//AIDR/wDxNH2+b+5b/wDgNH/8TTJbmSZQrLEADn5IlU/mAKhoooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooq1/aE39y2/8Bo//iaP7Qm/uW3/AIDR/wDxNH9oTf3Lb/wGj/8AiaP7Qm/uW3/gNH/8TR/aE39y2/8AAaP/AOJo/tCb+5bf+A0f/wATR/aE39y2/wDAaP8A+Jo/tCb+5bf+A0f/AMTR/aE39y2/8Bo//iaP7Qm/uW3/AIDR/wDxNH9oTf3Lb/wGj/8AiaP7Qm/uW3/gNH/8TR/aE39y2/8AAaP/AOJo/tCb+5bf+A0f/wATR/aE39y2/wDAaP8A+Jo/tCb+5bf+A0f/AMTR/aE39y2/8Bo//iaP7Qm/uW3/AIDR/wDxNH9oTf3Lb/wGj/8AiaP7Qm/uW3/gNH/8TSNfSuhUpb4IwcW8YP5heKrUVPbpatu+0zTR9NvlRB8+ucsuP1qfytK/5/Lz/wABF/8AjlHlaV/z+Xn/AICL/wDHKPK0r/n8vP8AwEX/AOOUeVpX/P5ef+Ai/wDxyjytK/5/Lz/wEX/45R5Wlf8AP5ef+Ai//HKPK0r/AJ/Lz/wEX/45R5Wlf8/l5/4CL/8AHKPK0r/n8vP/AAEX/wCOUeVpX/P5ef8AgIv/AMco8rSv+fy8/wDARf8A45R5Wlf8/l5/4CL/APHKPK0r/n8vP/ARf/jlVrhbdZALaWWRMcmSMIc/QMf51FRT4jEJQZkd4+6owUn8SD/KrPm6b/z6Xf8A4FL/APG6PN03/n0u/wDwKX/43R5um/8APpd/+BS//G6ct5b2x32dsVkPBNz5c64/3WTg9Of8ad/bN1/zysf/AAAg/wDiKP7Zuv8AnlY/+AEH/wARR/bN1/zysf8AwAg/+Io/tm6/55WP/gBB/wDEVTnme4maVxGGbqI41RfwCgAVHRRRRRRRRRRRRRRRRRRRRRRRRRRRRTo3Mbh1Ckj+8oYfkeKm+2y/3Lf/AMB4/wDCj7bL/ct//AeP/Cj7bL/ct/8AwHj/AMKbJdSSIUZYQD/dhRT+YGahooopyFA4Misy9wrYP54NTb7P/nhP/wB/h/8AE0b7P/nhP/3+H/xNG+z/AOeE/wD3+H/xNG+z/wCeE/8A3+H/AMTRvs/+eE//AH+H/wATRvs/+eE//f4f/E0b7P8A54T/APf4f/E0b7P/AJ4T/wDf4f8AxNG+z/54T/8Af4f/ABNG+z/54T/9/h/8TRvs/wDnhP8A9/h/8TRvs/8AnhP/AN/h/wDE0b7P/nhP/wB/h/8AE0b7P/nhP/3+H/xNG+z/AOeE/wD3+H/xNG+z/wCeE/8A3+H/AMTRvs/+eE//AH+H/wATRvs/+eE//f4f/E0b7P8A54T/APf4f/E0b7P/AJ4T/wDf4f8AxNG+z/54T/8Af4f/ABNG+z/54T/9/h/8TRvs/wDnhP8A9/h/8TRvs/8AnhP/AN/h/wDE0b7P/nhP/wB/h/8AE0b7P/nhP/3+H/xNG+z/AOeE/wD3+H/xNG+z/wCeE/8A3+H/AMTRvs/+eE//AH+H/wATRvs/+eE//f4f/E0b7P8A54T/APf4f/E0b7P/AJ4T/wDf4f8AxNG+z/54T/8Af4f/ABNG+z/54T/9/h/8TRvs/wDnhP8A9/h/8TRvs/8AnhP/AN/h/wDE0b7P/nhP/wB/h/8AE0b7P/nhP/3+H/xNG+z/AOeE/wD3+H/xNG+z/wCeE/8A3+H/AMTRvs/+eE//AH+H/wATRvs/+eE//f4f/E0b7P8A54T/APf4f/E0b7P/AJ4T/wDf4f8AxNRSGMt+6R1XHRmDHP5CmUUUUUUUUUUUUUq7Qw3Alc8gHBIqffZ/88J/+/w/+Io32f8Azwn/AO/w/wDiKN9n/wA8J/8Av8P/AIijfZ/88J/+/wAP/iKN9n/zwn/7/D/4ijfZ/wDPCf8A7/D/AOIo32f/ADwn/wC/w/8AiKN9n/zwn/7/AA/+Io32f/PCf/v8P/iKN9n/AM8J/wDv8P8A4ijfZ/8APCf/AL/D/wCIo32f/PCf/v8AD/4ijfZ/88J/+/w/+Io32f8Azwn/AO/w/wDiKN9n/wA8J/8Av8P/AIijfZ/88J/+/wAP/iKgbaWO0ELngE5IFJRRRRRRRRRRRRRRRVr7fN/ctv8AwGj/APiaPt839y2/8Bo//iaPt839y2/8Bo//AImj7fN/ctv/AAGj/wDiaPt839y2/wDAaP8A+Jo+3zf3Lb/wGj/+Jo+3zf3Lb/wGj/8AiaPt839y2/8AAaP/AOJo+3zf3Lb/AMBo/wD4mj7fN/ctv/AaP/4mj7fN/ctv/AaP/wCJo+3zf3Lb/wABo/8A4mj7fN/ctv8AwGj/APiaPt839y2/8Bo//iaPt839y2/8Bo//AImj7fN/ctv/AAGj/wDiaPt839y2/wDAaP8A+Jo+3zf3Lb/wGj/+Jo+3zf3Lb/wGj/8AiaPt839y2/8AAaP/AOJqrRRRRRRRRRRRRRRRRRRRT4jGJAZkd4+6owUn8SD/ACqz5mm/8+l3/wCBK/8AxujzNN/59Lv/AMCV/wDjdHmab/z6Xf8A4Er/APG6PM03/n0u/wDwJX/43R5mm/8APpd/+BK//G6PM03/AJ9Lv/wJX/43R5mm/wDPpd/+BK//ABuoZ2tm2/Z4pY+u7zJQ+fphRioaKKKKKKKKKs272KxkXNvcSPngxzqgx9Ch/nUvm6T/AM+V7/4Fp/8AG6PN0n/nyvf/AALT/wCN0ebpP/Ple/8AgWn/AMbo83Sf+fK9/wDAtP8A43R5uk/8+V7/AOBaf/G6PN0n/nyvf/AtP/jdHm6T/wA+V7/4Fp/8bo83Sf8Anyvf/AtP/jdUaKKKKKKKKKKKKKKKKKKKKKKuJpk8kauJLQBgCN13ED+ILZFO/sq4/wCeln/4Gw//ABVH9lXH/PSz/wDA2H/4qj+yrj/npZ/+BsP/AMVR/ZVx/wA9LP8A8DYf/iqP7KuP+eln/wCBsP8A8VR/ZVx/z0s//A2H/wCKo/sq4/56Wf8A4Gw//FUqaRcM6qZrJQTgsbyLA9+Gq287RyMhvtIJUkHbZKR+BEWDTftJ/wCf3Sf/AABH/wAao+0n/n90n/wBH/xqj7Sf+f3Sf/AEf/GqPtJ/5/dJ/wDAEf8Axqj7Sf8An90n/wAAR/8AGqPtJ/5/dJ/8AR/8ao+0n/n90n/wBH/xqj7Sf+f3Sf8AwBH/AMaqWEyz7tl/oo29d9sif+hRjNPljuo4yy3mhyEfwJHDk/mgFV/Nv/TSv++LX/Cjzb/00r/vi1/wo82/9NK/74tf8KPNv/TSv++LX/Cjzb/00r/vi1/wo82/9NK/74tf8KPNv/TSv++LX/Cqn9q3H/POz/8AAOH/AOJo/tW4/wCedn/4Bw//ABNH9q3H/POz/wDAOH/4mj+1bj/nnZ/+AcP/AMTR/atx/wA87P8A8A4f/iaP7VuP+edn/wCAcP8A8TR/atx/zzs//AOH/wCJo/tW4/552f8A4Bw//E0f2rcf887P/wAA4f8A4mlFzYy/PdWk7TH7xhlSJPbCiM44o83Sf+fK9/8AAtP/AI3R5uk/8+V7/wCBaf8AxujzdJ/58r3/AMC0/wDjdHm6T/z5Xv8A4Fp/8bo83Sf+fK9/8C0/+N0ebpP/AD5Xv/gWn/xujzdJ/wCfK9/8C0/+N09L6ztg72lnIsxG0G4eKdByP4Wj9uvFH9tXX/PKw/8AACD/AOIo/tq6/wCeVh/4AQf/ABFH9tXX/PKw/wDACD/4ij+2rr/nlYf+AEH/AMRR/bV1/wA8rD/wAg/+Io/tq6/55WH/AIAQf/EUf21df88rD/wAg/8AiKrXV7LebPNSBdmceTbxxdfXaBnp3qvRRRRRRRRRRRRRRRRRRRRRRUkUzQsWUISRj50DD8iDUv2+b+5b/wDgNH/8TR9vm/uW/wD4DR//ABNH2+b+5b/+A0f/AMTR9vm/uW//AIDR/wDxNH2+b+5b/wDgNH/8TR9vm/uW/wD4DR//ABNH2+b+5b/+A0f/AMTR9vm/uW//AIDR/wDxNH2+b+5b/wDgNH/8TR9vm/uW/wD4DR//ABNH2+b+5b/+A0f/AMTR9vm/uW//AIDR/wDxNH2+b+5b/wDgNH/8TR9vm/uW/wD4DR//ABNH2+b+5b/+A0f/AMTStbzTnzS1sNwBwJY0/QEYpv2KX+/b/wDgRH/jR9il/v2//gRH/jR9il/v2/8A4ER/40fYpf79v/4ER/40fYpf79v/AOBEf+NH2KX+/b/+BEf+NH2KX+/b/wDgRH/jR9il/v2//gRH/jR9il/v2/8A4ER/40fYpf79v/4ER/40fYpf79v/AOBEf+NH2KX+/b/+BEf+NH2KX+/b/wDgRH/jR9il/v2//gRH/jR9il/v2/8A4ER/40fYpf79v/4ER/40fYpf79v/AOBEf+NH2KX+/b/+BEf+NH2KX+/b/wDgRH/jR9il/v2//gRH/jR9il/v2/8A4ER/40fYpf79v/4ER/40fYpf79v/AOBEf+NH2KX+/b/+BEf+NH2KX+/b/wDgRH/jR9il/v2//gRH/jR9il/v2/8A4ER/40fYpf79v/4ER/40fYpf79v/AOBEf+NH2KX+/b/+BEf+NMlt3hUMzREZx8kqsfyBqKilGNw3AkZ5AOKl3W3/ADxm/wC/o/8AiaN1t/zxm/7+j/4mjdbf88Zv+/o/+Jo3W3/PGb/v6P8A4mjdbf8APGb/AL+j/wCJo3W3/PGb/v6P/iaN1t/zxm/7+j/4mjdbf88Zv+/o/wDiaN1t/wA8Zv8Av6P/AImjdbf88Zv+/o/+Jo3W3/PGb/v6P/iaN1t/zxm/7+j/AOJo3W3/ADxm/wC/o/8AiaN1t/zxm/7+j/4mjdbf88Zv+/o/+Jo3W3/PGb/v6P8A4mjdbf8APGb/AL+j/wCJo3W3/PGb/v6P/iajcqWOwEL2BOTTaKKKKKKKKKKKKKKKKlhuHg3bFiO7rviV/wCYOKl/tCb+5bf+A0f/AMTR/aE39y2/8Bo//iaP7Qm/uW3/AIDR/wDxNH9oTf3Lb/wGj/8AiaP7Qm/uW3/gNH/8TR/aE39y2/8AAaP/AOJo/tCb+5bf+A0f/wATR/aE39y2/wDAaP8A+Jo/tCb+5bf+A0f/AMTR/aE39y2/8Bo//iaP7Qm/uW3/AIDR/wDxNH9oTf3Lb/wGj/8AiaP7Qm/uW3/gNH/8TR/aE39y2/8AAaP/AOJo/tCb+5bf+A0f/wATR/aE39y2/wDAaP8A+Jo/tCb+5bf+A0f/AMTR/aE39y2/8Bo//iaP7Qm/uW3/AIDR/wDxNH9oTf3Lb/wGj/8AiaP7Qm/uW3/gNH/8TR/aE39y2/8AAaP/AOJo/tCb+5bf+A0f/wATR/aE39y2/wDAaP8A+Jo/tCb+5bf+A0f/AMTR/aE39y2/8Bo//iaP7Qm/uW3/AIDR/wDxNH9oTf3Lb/wGj/8AiaP7Qm/uW3/gNH/8TR/aE39y2/8AAaP/AOJo/tCb+5bf+A0f/wATR/aE39y2/wDAaP8A+Jo/tCb+5bf+A0f/AMTR/aE39y2/8Bo//iaP7Qm/uW3/AIDR/wDxNH9oTf3Lb/wGj/8AiaP7Qm/uW3/gNH/8TR/aE39y2/8AAaP/AOJo/tCb+5bf+A0f/wATR/aE39y2/wDAaP8A+Jo/tCb+5bf+A0f/AMTR/aE39y2/8Bo//iaP7Qm/uW3/AIDR/wDxNH9oTf3Lb/wGj/8AiaP7Qm/uW3/gNH/8TR/aE39y2/8AAaP/AOJo/tCb+5bf+A0f/wATR/aE39y2/wDAaP8A+Jo/tCb+5bf+A0f/AMTR/aE39y2/8Bo//iaP7Qm/uW3/AIDR/wDxNH9oTf3Lb/wGj/8AiaP7Qm/uW3/gNH/8TR/aE39y2/8AAaP/AOJqszF3LHGScnAAH5DpSUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUU+OVos7Qhz/eQN/MVJ9qk/uw/9+U/wo+1Sf3Yf+/Kf4UfapP7sP/flP8KPtUn92H/vyn+FH2qT+7D/AN+U/wAKPtUn92H/AL8p/hR9qk/uw/8AflP8KPtUn92H/vyn+FH2qT+7D/35T/Cj7VJ/dh/78p/hQLmUkALDz6woP6U6RJZcbjbjH91o1/lUf2d/70X/AH9X/Gj7O/8Aei/7+r/jR9nf+9F/39X/ABo+zv8A3ov+/q/40fZ3/vRf9/V/xo+zv/ei/wC/q/40fZ3/AL0X/f1f8aPs7/3ov+/q/wCNH2d/70X/AH9X/Gj7O/8Aei/7+r/jR9nf+9F/39X/ABo+zv8A3ov+/q/41GylGKnGR6EEfpSUUUUUUUUUUUUUUUqqWYKMZJxycD86n+xS/wB+3/8AAiP/ABo+xS/37f8A8CI/8aPsUv8Aft//AAIj/wAaPsUv9+3/APAiP/Gj7FL/AH7f/wACI/8AGj7FL/ft/wDwIj/xo+xS/wB+3/8AAiP/ABo+xS/37f8A8CI/8aPsUv8Aft//AAIj/wAaPsUv9+3/APAiP/Gj7FL/AH7f/wACI/8AGj7FL/ft/wDwIj/xo+xS/wB+3/8AAiP/ABo+xS/37f8A8CI/8aPsUv8Aft//AAIj/wAaPsUv9+3/APAiP/Gj7FL/AH7f/wACI/8AGj7FL/ft/wDwIj/xo+xS/wB+3/8AAiP/ABo+xS/37f8A8CI/8aPsUv8Aft//AAIj/wAaPsUv9+3/APAiP/Gj7FL/AH7f/wACI/8AGj7FL/ft/wDwIj/xo+xS/wB+3/8AAiP/ABo+xS/37f8A8CI/8aPsUv8Aft//AAIj/wAaPsUv9+3/APAiP/Gj7FL/AH7f/wACI/8AGj7FL/ft/wDwIj/xo+xS/wB+3/8AAiP/ABo+xS/37f8A8CI/8aPsUv8Aft//AAIj/wAaPsUv9+3/APAiP/Gj7FL/AH7f/wACI/8AGj7FL/ft/wDwIj/xo+xS/wB+3/8AAiP/ABqdYNLCgS3t2sgHzBLVGUHvg+ZyPel8nR/+f6+/8A0/+O0eTo//AD/X3/gGn/x2jydH/wCf6+/8A0/+O0eTo/8Az/X3/gGn/wAdo8nR/wDn+vv/AADT/wCO0eTo/wDz/X3/AIBp/wDHaPJ0f/n+vv8AwDT/AOO0eTo//P8AX3/gGn/x2jydH/5/r7/wDT/47R5Oj/8AP9ff+Aaf/HaPJ0f/AJ/r7/wDT/47R5Oj/wDP9ff+Aaf/AB2jydH/AOf6+/8AANP/AI7R5Oj/APP9ff8AgGn/AMdo8nR/+f6+/wDANP8A47R5Oj/8/wBff+Aaf/Hakhj0FXJnu9SdccBLZFOfqZDTLltGWQC1jv5UxyZZEQ5+gDfzqHzNP/59br/wIX/4ijzNP/59br/wIX/4ijzNP/59br/wIX/4ijzNP/59br/wIX/4ijzNP/59br/wIX/4ijzNP/59br/wIX/4ijzNP/59br/wIX/4ipt2i/8APO//AO+0/wAKN2i/887/AP77T/Cjdov/ADzv/wDvtP8ACjdov/PO/wD++0/wo3aL/wA87/8A77T/AAo3aL/zzv8A/vtP8KN2i/8APO//AO+0/wAKkiTR5mKql6DjPzzRqPzIpZLWwDfu4pGGOrX0I/oaZ9mtP+eDf+DCL/4mj7Naf88G/wDBhF/8TR9mtP8Ang3/AIMIv/iaPs1p/wA8G/8ABhF/8TR9mtP+eDf+DCL/AOJo+zWn/PBv/BhF/wDE0jWtsUYJCQ2OCb+IgH6Yp/nXvppn/fu2/wAKPOvfTTP+/dt/hR5176aZ/wB+7b/Cjzr300z/AL923+FHnXvppn/fu2/wo8699NM/7923+FHnXvppn/fu2/wpredOVW5WzMYOSIXgiY8f3gKPs1p/zwb/AMGEX/xNH2a0/wCeDf8Agwi/+Jo+zWn/ADwb/wAGEX/xNH2a0/54N/4MIv8A4mj7Naf88G/8GEX/AMTR9mtP+eDf+DCL/wCJo+zWn/PBv/BhF/8AE0fZrT/ng3/gwi/+Jo+zWn/PBv8AwYRf/E0fZrT/AJ4N/wCDCL/4mj7Naf8APBv/AAYRf/E0fZrT/ng3/gwi/wDiar+Zp/8Az63X/gSv/wARR5mn/wDPrdf+BK//ABFQN5LT/KJI4SR1IdgO/pn9Kn8vTv8An6uv/AZf/jlHl6d/z9XX/gMv/wAco8vTv+fq6/8AAZf/AI5R5enf8/V1/wCAy/8Axyjy9O/5+rr/AMBl/wDjlHl6d/z9XX/gMv8A8co8vTv+fq6/8Bl/+OUeXp3/AD9XX/gMv/xyjy9O/wCfq6/8Bl/+OUeXp3/P1df+Ay//AByjy9O/5+rr/wABl/8AjlHl6d/z9XX/AIDL/wDHKPL07/n6uv8AwGX/AOOUeXp3/P1df+Ay/wDxyjy9O/5+rr/wGX/45R5enf8AP1df+Ay//HKPL07/AJ+rr/wGX/45R5enf8/V1/4DL/8AHKPL07/n6uv/AAGX/wCOUeXp3/P1df8AgMv/AMco8vTv+fq6/wDAZf8A45R5enf8/V1/4DL/APHKPL07/n6uv/AZf/jlHl6d/wA/V1/4DL/8cqSI6RFnzUvbrPTa6Qbf0fP6Yx3zxJ5+h/8AQO1H/wAD0/8AjNHn6H/0DtR/8D0/+M0efof/AEDtR/8AA9P/AIzR5+h/9A7Uf/A9P/jNHn6H/wBA7Uf/AAPT/wCM0efof/QO1H/wP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/jR/auo/wDP/df9/m/xo/tXUf8An/uv+/zf40f2rqP/AD/3X/f5v8aP7V1H/n/uv+/zf40f2rqP/P8A3X/f5v8AGj+1dR/5/wC6/wC/zf40f2rqP/P/AHX/AH+b/Gj+1dR/5/7r/v8AN/jR/auo/wDP/df9/m/xo/tXUf8An/uv+/zf40f2rqP/AD/3X/f5v8aP7V1H/n/uv+/zf40f2rqP/P8A3X/f5v8AGqru0js7sWZjksTkk+tJRRRRRVuHStRuYVlgsLqWNujpCzA9uoFSf2Hq3/QLvf8AwHf/AAo/sPVv+gXe/wDgO/8AhR/Yerf9Au9/8B3/AMKP7MEfy3V7BaTD70M8codfTOEI5GD170f2fbf9Biy/74m/+N0f2fbf9Biy/wC+Jv8A43R/Z9t/0GLL/vib/wCN0f2fbf8AQYsv++Jv/jdH9n23/QYsv++Jv/jdH9n23/QYsv8Avib/AON0f2fbf9Biy/74m/8AjdH9n23/AEGLL/vib/43R/Z9t/0GLL/vib/43R/Z9t/0GLL/AL4m/wDjdH9n23/QYsv++Jv/AI3R/Z9t/wBBiy/74m/+N0f2fbf9Biy/74m/+N0f2fbf9Biy/wC+Jv8A43R/Z9t/0GLL/vib/wCN0f2fbf8AQYsv++Jv/jdH9n23/QYsv++Jv/jdH9n23/QYsv8Avib/AON0f2fbf9Biy/74m/8AjdH9n23/AEGLL/vib/43R/Z9t/0GLL/vib/43R/Z9t/0GLL/AL4m/wDjdH9n23/QYsv++Jv/AI3R/Z9t/wBBiy/74m/+N0f2fbf9Biy/74m/+N0f2fbf9Biy/wC+Jv8A43R/Z9t/0GLL/vib/wCN0f2fbf8AQYsv++Jv/jdH9n23/QYsv++Jv/jdQXNvFBt8u8guN2c+UHG367lH6VXoqxbPZpu+1QTy5xt8qYR49c5Vs9vSrcC6dczLDb6ZqMsrfdSO6VmPfgCKrn9kf9S5rn/fz/7TR/ZH/Uua5/38/wDtNH9kf9S5rn/fz/7TR/ZH/Uua5/38/wDtNH9kf9S5rn/fz/7TR/ZH/Uua5/38/wDtNH9kf9S5rn/fz/7TR/ZH/Uua5/38/wDtNV7nRbx9v2XQ9Vixnd5qmTPpjCLjv61Wk0bVYo2kk0y8REBZmaBgAB1JOKo0UUUUUUUUVas9Sv8ATt/2K9ubbzMb/IlZN2OmcHnqfzq1/wAJLr3/AEG9S/8AAp/8aP8AhJde/wCg3qX/AIFP/jR/wkuvf9BvUv8AwKf/ABo/4SXXv+g3qX/gU/8AjR/wkuvf9BvUv/Ap/wDGj/hJde/6Depf+BT/AONH/CS69/0G9S/8Cn/xo/4SXXv+g3qX/gU/+NH/AAkuvf8AQb1L/wACn/xo/wCEl17/AKDepf8AgU/+NH/CS69/0G9S/wDAp/8AGj/hJde/6Depf+BT/wCNH/CS69/0G9S/8Cn/AMaP+El17/oN6l/4FP8A40f8JLr3/Qb1L/wKf/Gj/hJde/6Depf+BT/40f8ACS69/wBBvUv/AAKf/Gj/AISXXv8AoN6l/wCBT/40f8JLr3/Qb1L/AMCn/wAaP+El17/oN6l/4FP/AI1Su767v5RLeXU9zIF2h5pC5A9MntyfzqCiiiiiiiiiiiiiiiiiiiiiiiiiiiirEF/eWqFLe7nhQnJWOQqM+vFS/wBr6n/0Ebv/AL/t/jR/a+p/9BG7/wC/7f40+DUNZuZlhgvL+WVvupHK7Me/QGrnleKv+ees/wDfMtNkXxPFG0kg1dEQFmZvNAAHUk1S/tfU/wDoI3f/AH/b/Gj+19T/AOgjd/8Af9v8aP7X1P8A6CN3/wB/2/xo/tfU/wDoI3f/AH/b/Gj+19T/AOgjd/8Af9v8aP7X1P8A6CN3/wB/2/xo/tfU/wDoI3f/AH/b/Gj+19T/AOgjd/8Af9v8aP7X1P8A6CN3/wB/2/xo/tfU/wDoI3f/AH/b/Gj+19T/AOgjd/8Af9v8aP7X1P8A6CN3/wB/2/xo/tfU/wDoI3f/AH/b/Gj+19T/AOgjd/8Af9v8aP7X1P8A6CN3/wB/2/xo/tfU/wDoI3f/AH/b/Gj+19T/AOgjd/8Af9v8aP7X1P8A6CN3/wB/2/xo/tfU/wDoI3f/AH/b/Gj+19T/AOgjd/8Af9v8aP7X1P8A6CN3/wB/2/xo/tfU/wDoI3f/AH/b/Gj+19T/AOgjd/8Af9v8apUUUUUUUUUUUUUUUUUUUUUUUUUUUUVatrSGeMtJqNtbEHGyVZCT7/KhH69qn/s21/6Ddh/3xP8A/G6P7Ntf+g3Yf98T/wDxuj+zbX/oN2H/AHxP/wDG6P7Ntf8AoN2H/fE//wAbo/s21/6Ddh/3xP8A/G6P7Ntf+g3Yf98T/wDxuj+zbX/oN2H/AHxP/wDG6P7Ntf8AoN2H/fE//wAbo/s21/6Ddh/3xP8A/G6jTR9TljWSPTbx0YBlZYGIIPQg4ps2lajbQtLPYXUUa9XeFlA7dSKqUUUUUUUUUU+KGWeURwxvJI3RUUkn8BVn+yNS/wCgfd/9+W/wo/sjUv8AoH3f/flv8KP7I1L/AKB93/35b/Cj+yNS/wCgfd/9+W/wqWDRL+Vyr208IxndJBIQfb5VJpsumJBKY5r+3jkXqrxzAj8ClM+xW/8A0E7T/vmX/wCIo+xW/wD0E7T/AL5l/wDiKUQ2Vud8063angJbu0bA+uWjxj/Gl83Sf+fK9/8AAtP/AI3R5uk/8+V7/wCBaf8AxujzdJ/58r3/AMC0/wDjdSQ3Ojxyh3026lUdUe8AB/KMH9ai+3W//QKs/wDvqb/4uj7db/8AQKs/++pv/i6Pt1v/ANAqz/76m/8Ai6Pt1v8A9Aqz/wC+pv8A4uj7db/9Aqz/AO+pv/i6mt9Y+xyGS2soIHI2lopZ1JHpkSe1Wf8AhKr70b/wKuP/AI5VL+3NX/6Cl7/4EP8A40f25q//AEFL3/wIf/Gj+3NX/wCgpe/+BD/40f25q/8A0FL3/wACH/xo/tzV/wDoKXv/AIEP/jR/bmr/APQUvf8AwIf/ABqC5vru92/arqefZnb5shbbnrjP0FV6KKKKKKKKsxajfQRCOG8uI416KkrAD8Aaf/a+pf8AQQu/+/zf40f2vqX/AEELv/v83+NH9r6l/wBBC7/7/N/jR/a+pf8AQQu/+/zf40f2vqX/AEELv/v83+NH9r6l/wBBC7/7/N/jR/a+pf8AQQu/+/zf40f2vqX/AEELv/v83+NH9r6l/wBBC7/7/N/jR/a+pf8AQQu/+/zf40f2vqX/AEELv/v83+NH9r6l/wBBC7/7/N/jR/a+pf8AQQu/+/zf40f2vqX/AEELv/v83+NH9r6l/wBBC7/7/N/jR/a+pf8AQQu/+/zf41TqSGRYpld4UmUdY5CwB/75IP61b/tC2/6A9l/33N/8co/tC2/6A9l/33N/8co/tC2/6A9l/wB9zf8Axyj+0Lb/AKA9l/33N/8AHKP7Qtv+gPZf99zf/HKP7Qtv+gPZf99zf/HKP7Qtv+gPZf8Afc3/AMco/tC2/wCgPZf99zf/AByrNoJL/f8AY/DcVzsxv8lbh9uemcPx0P5VZ/s3Uv8AoTn/AO/Fz/8AF0f2bqX/AEJz/wDfi5/+Lo/s3Uv+hOf/AL8XP/xdWLiw0+0naC5fQ4ZlxujkTUFYZGeQV9Ki8nSf+frw/wDlf/8AxNHk6T/z9eH/AMr/AP8AiaPJ0n/n68P/AJX/AP8AE1VvZdPtdnkwaRebs58g3Y2/XeV6+2elZ8l6DJHJa28dm6Z+a3eTJz7sx/THWl/tTUP+f+6/7/N/jR/amof8/wDdf9/m/wAaP7U1D/n/ALr/AL/N/jR/amof8/8Adf8Af5v8aP7U1D/n/uv+/wA3+NH9qah/z/3X/f5v8aP7U1D/AJ/7r/v83+NH9qah/wA/91/3+b/Gj+1NQ/5/7r/v83+NPiv9VnlEcN3eySN0VJGJP4CrO3xH/d1X8pKNviP+7qv5SUbfEf8Ad1X8pKfEfEMcgZodSkA/gfzcH8iDSPbX0js7+H2ZmOSxjnJJ/wC+qb9ku/8AoXT/AN+5/wD4qj7Jd/8AQun/AL9z/wDxVH2S7/6F0/8Afuf/AOKo+yXf/Qun/v3P/wDFVL/Z0X/QB1n/AL/D/wCM0f2dF/0AdZ/7/D/4zR/Z0X/QB1n/AL/D/wCM0f2dF/0AdZ/7/D/4zR/Z0X/QB1n/AL/D/wCM0f2dF/0AdZ/7/D/4zR/Z0X/QB1n/AL/D/wCM0f2dF/0AdZ/7/D/4zTJbS2giMk2i6tHGvVnnAA/ExVV87SP+fG+/8DE/+NUedpH/AD433/gYn/xqjztI/wCfG+/8DE/+NUedpH/Pjff+Bif/ABqjztI/58b7/wADE/8AjVHnaR/z433/AIGJ/wDGqPO0j/nxvv8AwMT/AONUedpH/Pjff+Bif/GqPO0j/nxvv/AxP/jVHnaR/wA+N9/4GJ/8ao87SP8Anxvv/AxP/jVHnaR/z433/gYn/wAao87SP+fG+/8AAxP/AI1R52kf8+N9/wCBif8AxqjztI/58b7/AMDE/wDjVHnaR/z433/gYn/xqjztI/58b7/wMT/41R52kf8APjff+Bif/GqPO0j/AJ8b7/wMT/41R52kf8+N9/4GJ/8AGqPO0j/nxvv/AAMT/wCNUedpH/Pjff8AgYn/AMao87SP+fG+/wDAxP8A41R52kf8+N9/4GJ/8ao87SP+fG+/8DE/+NUedpH/AD433/gYn/xqjztI/wCfG+/8DE/+NUedpH/Pjff+Bif/ABqqUhQyMY1ZUJO0M2SB2ycDP5Cm0UUUVMs0YUA2sTEDqS/P/j1L58f/AD6Q/m//AMVR58f/AD6Q/m//AMVR58f/AD6Q/m//AMVR58f/AD6Q/m//AMVR58f/AD6Q/m//AMVR58f/AD6Q/m//AMVR58f/AD6Q/m//AMVR58f/AD6Q/m//AMVR58f/AD6Q/m//AMVR58f/AD6Q/m//AMVR58f/AD6Q/m//AMVR58f/AD6Q/m//AMVR58f/AD6Q/m//AMVR58f/AD6Q/m//AMVR58f/AD6Q/m//AMVR58f/AD6Q/m//AMVR58f/AD6Q/m//AMVR58f/AD6Q/m//AMVR58f/AD6Q/m//AMVR58f/AD6Q/m//AMVR58f/AD6Q/m//AMVR58f/AD6Q/m//AMVR58f/AD6Q/m//AMVR58f/AD6Q/m//AMVR58f/AD6Q/m//AMVR58f/AD6Q/m//AMVR58f/AD6Q/m//AMVR58f/AD6Q/m//AMVR58f/AD6Q/m//AMVR58f/AD6Q/m//AMVR58f/AD6Q/m//AMVR58f/AD6Q/m//AMVR58f/AD6Q/m//AMVUcjq7ZWNYxjouf6k0yiiiiiiiiiiiiiiinIoZ1UuEBOCzZwPc45q39it/+gpaf98y/wDxFKtvZQsJJruO5jHWKBnjdvozRkD159Kk8/RP+gfqH/gcn/xmpIH0KWZUe1vYVPWSS9BUfXbAT+lQf2fa/wDQZsf++Jv/AI3R/Z9r/wBBmx/74m/+N0f2fa/9Bmx/74m/+N0f2fa/9Bmx/wC+Jv8A43R/Z9r/ANBmx/74m/8AjdH9n2v/AEGbH/vib/43R/Z9r/0GbH/vib/43R/Z9r/0GbH/AL4m/wDjdH9n2v8A0GbH/vib/wCN0f2fa/8AQZsf++Jv/jdH9n2v/QZsf++Jv/jdWYA9qhS38SQwoTkrGbhQT68R0s95exQs6eJDMw6Rxyzhj/30oH61T/tnVP8AoJXn/f8Ab/Gj+2dU/wCglef9/wBv8aP7Z1T/AKCV5/3/AG/xp8eqavNII4r++dz0VZnJP4Zq4dW1i0gX7Ql1jOPMmlnXJ/BwKfb67czbvMu44MYx5lxdHd9NrH9arC909L2RrvT4b1TzvgnlQsx5zl8k9+3WnS3ujzeWltpC2zFwGknupJFC9+FAPvxnp0qXyNN/5+9G/K8/+Jo8jTf+fvRvyvP/AImjyNN/5+9G/K8/+Jo8jTf+fvRvyvP/AImjyNN/5+9G/K8/+JqpI8IuGigsbO6CjO+Hz8H8CwPtyKmtY7WVnW6j06wKgFRci6+fOemzd0x3x1pZIEa68iws7PUjs3k2i3J2845DbT6dscjmozGIbtLe9022sSw3brlZ1AHPOASeoxwKZdSWlvKEig0+5UrnfEZwB7fMVOfw71bs7OO4hea5t7GxiUKVe5S6KuD6FN3t1x1GM1UuJLaK7MEFrY3YyAskPn7XJ9AxDe3SrtvY28luZrsabp/z7Ql0l5k8ZyCgYevfPB4qkCstzJDa6ZbXWwnDQichgDjcAWBx9QOtSfZbr/oXv/Ic/wD8VU1rBp1xbJLLdaNbO2cxSi8LLz32qw9+D3p81jB5O+xXTtRYMA0dpHeFlBzydwUY49c1X+y3f/QvH/v3P/8AFVZe006N2R7vRVZTgqVvQQfT7tN+zaZ/z+6J/wB83v8A8TTU065uWc6foiahAjbfPtIrlkJwCRyQcjPcU/8AsXV/+hSuP/Aa4/8Aiqy/tkH/AEDrX/vqX/4uj7ZB/wBA61/76l/+Lo+2Qf8AQOtf++pf/i6PtkH/AEDrX/vqX/4uj7ZB/wBA61/76l/+Lo+2Qf8AQOtf++pf/i6PtkH/AEDrX/vqX/4uj7ZB/wBA61/76l/+Lo+2Qf8AQOtf++pf/i6qUUUUUUUUUqqzuERSzMcAAZJNWf7Nv/8Anyuf+/Tf4Uf2bf8A/Plc/wDfpv8ACqzKyOUdSrKcEEYINJVuG0gliV31G1hY9UdZSR/3yhH60/7Bbf8AQXsv++Jv/jdH2C2/6C9l/wB8Tf8Axuj7Bbf9Bey/74m/+N05LCzEimTVbRkyNwUTAkex8s4/Kkd9KSRlW2u3AJAZbpcN7jMQP50nm6X/AM+d5/4Fr/8AG6PN0v8A587z/wAC1/8AjdHm6X/z53n/AIFr/wDG6PN0v/nzvP8AwLX/AON0ebpf/Pnef+Ba/wDxujzdL/587z/wLX/43R5ul/8APnef+Ba//G6PN0v/AJ87z/wLX/43R5ul/wDPnef+Ba//ABujzdL/AOfO8/8AAtf/AI3R5ul/8+d5/wCBa/8AxujzdL/587z/AMC1/wDjdHm6X/z53n/gWv8A8bo83S/+fO8/8C1/+N0ebpf/AD53n/gWv/xujzdL/wCfO8/8C1/+N0ebpf8Az53n/gWv/wAbo83S/wDnzvP/AALX/wCN1RooooooooooooooqSC4mtZlmt5pIZVzteNirDtwRV3+39Z/6C9//wCBL/40f2/rP/QXv/8AwJf/ABo/t/Wf+gvf/wDgS/8AjR/b+s/9Be//APAl/wDGj+39Z/6C9/8A+BL/AONH9v6z/wBBe/8A/Al/8aP7f1n/AKC9/wD+BL/402TW9WljaOTVL143BVla4chgeoIzSRy6UI1Elles4A3Mt2oBPfA8s4/M07ztH/58b7/wNT/41R52j/8APjff+Bqf/GqPO0f/AJ8b7/wNT/41R52j/wDPjff+Bqf/ABqjztH/AOfG+/8AA1P/AI1R52j/APPjff8Agan/AMao87R/+fG+/wDA1P8A41R52j/8+N9/4Gp/8ao87R/+fG+/8DU/+NUedo//AD433/gan/xqjztH/wCfG+/8DU/+NUedo/8Az433/gan/wAao87R/wDnxvv/AANT/wCNVVuWtmkBtYpYkxyssokOfqFX27VZj1C2SJEbR7GRlABdnmy3ucSAZ+gqzDe6C6E3ui3Qkzx9hv8Aykx7iSOQ5687gOnHcsbU9PViItBszGDhDNNOz47birqCfUhQPQDpSf2rZ/8AQA07/v5cf/HaP7Vs/wDoAad/38uP/jtH9q2f/QA07/v5cf8Ax2j+1bP/AKAGnf8Afy4/+O0f2rZ/9ADTv+/lx/8AHaP7Vs/+gBp3/fy4/wDjtH9q2f8A0ANO/wC/lx/8dqdPFN/a2n2bSy+lIZPMb7FdXCbjjHIMhHpzjPA5pn/CW+JP+hh1b/wNk/xo/wCEt8Sf9DDq3/gbJ/jR/wAJb4k/6GHVv/A2T/Gj/hLfEn/Qw6t/4Gyf40f8Jb4k/wChh1b/AMDZP8aP+Et8Sf8AQw6t/wCBsn+NU7/VtS1Ty/7Q1C7u/Lzs+0TNJtzjOMk4zgflVOiiiiiiiirUOp6hbxLFBfXMUa9ESVlA/AGpP7a1X/oJ3n/f9v8AGj+2tV/6Cd5/3/b/ABo/trVf+gnef9/2/wAaP7a1X/oJ3n/f9v8AGj+2tV/6Cd5/3/b/ABo/trVf+gnef9/2/wAaP7a1X/oJ3n/f9v8AGj+2tV/6Cd5/3/b/ABqGK4ijjCtZQSEfxuXyfyYCn/a4P+gda/8AfUn/AMXR9rg/6B1r/wB9Sf8AxdH2uD/oHWv/AH1J/wDF0fa4P+gda/8AfUn/AMXR9rg/6B1r/wB9Sf8AxdH2uD/oHWv/AH1J/wDF0fa4P+gda/8AfUn/AMXR9rg/6B1r/wB9Sf8AxdH2uD/oHWv/AH1J/wDF0fa4P+gda/8AfUn/AMXR9rg/6B1r/wB9Sf8AxdH2uD/oHWv/AH1J/wDF0fa4P+gda/8AfUn/AMXR9rg/6B1r/wB9Sf8AxdH2uD/oHWv/AH1J/wDF0fa4P+gda/8AfUn/AMXR9rg/6B1r/wB9Sf8AxdH2uD/oHWv/AH1J/wDF0fa4P+gda/8AfUn/AMXR9rg/6B1r/wB9Sf8AxdH2uD/oHWv/AH1J/wDF0fa4P+gda/8AfUn/AMXR9rg/6B1r/wB9Sf8AxdT2iS6hKYrLREuZAu4pCszkDpnAbpyPzq7/AGJrH/QpXP8A4DXH/wAVR/Ymsf8AQpXP/gNcf/FUf2JrH/QpXP8A4DXH/wAVR/Ymsf8AQpXP/gNcf/FUf2JrH/QpXP8A4DXH/wAVTZdC1qSMqvhe7jJ/jS2nyPzJFVv+EZ1//oB6l/4CSf4Uf8Izr/8A0A9S/wDAST/Cj/hGdf8A+gHqX/gJJ/hR/wAIzr//AEA9S/8AAST/AArLooooooooooooooooooooooooooooooooooooqW2tri8uFt7WCWeZ87Y4kLMcDJwBz0FX/wDhGdf/AOgHqX/gJJ/hR/wjOv8A/QD1L/wEk/wo/wCEZ1//AKAepf8AgJJ/hR/wjOv/APQD1L/wEk/wqreaZf6ds+3WNza+ZnZ58TJux1xkc9R+dVatWOm32qTtBp9lc3cqrvMdvE0jBcgZwAeMkfnWh/wiHib/AKF3V/8AwCk/+Jqf/hEL63sftery/wBjIZPLUahaXS7jjIwViZfXjOeDxUH9h6f/ANDVo/8A36u//jFJd+GdQheP7JHJqMMkYdZ7W1n2c9vnRSeMHIGORzVf+wNZ/wCgRf8A/gM/+FH9gaz/ANAi/wD/AAGf/Cj+wNZ/6BF//wCAz/4VnUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUVes5dLSEi+s7yaXdw0F2sQA9MGNuevOfwqx9o8P/APQL1P8A8GMf/wAYo+0eH/8AoF6n/wCDGP8A+MUfaPD/AP0C9T/8GMf/AMYo+0eH/wDoF6n/AODGP/4xVy01XwvbRFJfC9xdMWzvm1NgQPT5EUY/DPNUf7Vsv+hf03/v5cf/AB2j+1bL/oX9N/7+XH/x2j+1bL/oX9N/7+XH/wAdq7beLruws5LbTrdbBHyf9Fu7pMMRjdjzsZ4HUHoKrf8ACWeJP+hg1X/wNk/xo/4SzxJ/0MGq/wDgbJ/jR/wlniT/AKGDVf8AwNk/xo/4SXUbj5NVml1eAcrBf3MzIrf3gFdTnGR17mj+2bD/AKFrSv8Av5df/HqP7ZsP+ha0r/v5df8Ax6j+2bD/AKFrSv8Av5df/HqP7ZsP+ha0r/v5df8Ax6j+2bD/AKFrSv8Av5df/HqP7ZsP+ha0r/v5df8Ax6j+2bD/AKFrSv8Av5df/HqP7ZsP+ha0r/v5df8Ax6j+2bD/AKFrSv8Av5df/HqP7ZsP+ha0r/v5df8Ax6j+2bD/AKFrSv8Av5df/HqP7ZsP+ha0r/v5df8Ax6j+2bD/AKFrSv8Av5df/HqP7ZsP+ha0r/v5df8Ax6j+2bD/AKFrSv8Av5df/HqP7ZsP+ha0r/v5df8Ax6j+2bD/AKFrSv8Av5df/HqP7ZsP+ha0r/v5df8Ax6j+2bD/AKFrSv8Av5df/HqP7ZsP+ha0r/v5df8Ax6j+2bD/AKFrSv8Av5df/Hqx6KKKKKKKKKKKKKKKKs/2dff8+dx/36b/AAo/s6+/587j/v03+FH9nX3/AD53H/fpv8KP7Ovv+fO4/wC/Tf4Uf2dff8+dx/36b/Cj+zr7/nzuP+/Tf4VDLDLAwWaJ42Izh1IOPxplFX/7Ptv+gxZf98Tf/G6P7Ptv+gxZf98Tf/G6P7Ptv+gxZf8AfE3/AMbo/s+2/wCgxZf98Tf/ABuj+z7b/oMWX/fE3/xuj+z7b/oMWX/fE3/xuj+z7b/oMWX/AHxN/wDG6P7Ptv8AoMWX/fE3/wAbo/s+2/6DFl/3xN/8bo/s+2/6DFl/3xN/8bo/s+2/6DFl/wB8Tf8Axuj+z7b/AKDFl/3xN/8AG6P7Ptv+gxZf98Tf/G6P7Ptv+gxZf98Tf/G6P7Ptv+gxZf8AfE3/AMbo/s+2/wCgxZf98Tf/ABuj+z7b/oMWX/fE3/xuj+z7b/oMWX/fE3/xuj+z7b/oMWX/AHxN/wDG6P7Ptv8AoMWX/fE3/wAbo/s+2/6DFl/3xN/8bo/s+2/6DFl/3xN/8bo/s+2/6DFl/wB8Tf8Axuj+z7b/AKDFl/3xN/8AG6P7Ptv+gxZf98Tf/G6P7Ptv+gxZf98Tf/G6P7Ptv+gxZf8AfE3/AMbo/s+2/wCgxZf98Tf/ABuo5rOCKFnTUrWZh0jjWUE/99IB+tVKKKntntF3faoJpc42+VMEx65yrZ/Sp/N0n/nyvf8AwLT/AON0ebpP/Ple/wDgWn/xujzdJ/58r3/wLT/43R5uk/8APle/+Baf/G6PN0n/AJ8r3/wLT/43R5uk/wDPle/+Baf/ABujzdJ/58r3/wAC0/8AjdHm6T/z5Xv/AIFp/wDG6PN0n/nyvf8AwLT/AON0ebpP/Ple/wDgWn/xujzdJ/58r3/wLT/43R5uk/8APle/+Baf/G6PN0n/AJ8r3/wLT/43R5uk/wDPle/+Baf/ABujzdJ/58r3/wAC0/8AjdHm6T/z5Xv/AIFp/wDG6PN0n/nyvf8AwLT/AON0ebpP/Ple/wDgWn/xujzdJ/58r3/wLT/43R5uk/8APle/+Baf/G6PN0n/AJ8r3/wLT/43R5uk/wDPle/+Baf/ABujzdJ/58r3/wAC0/8AjdHm6T/z5Xv/AIFp/wDG6PN0n/nyvf8AwLT/AON0ebpP/Ple/wDgWn/xujzdJ/58r3/wLT/43R5uk/8APle/+Baf/G6PN0n/AJ8r3/wLT/43R5uk/wDPle/+Baf/ABuq1w1u0gNtFLGmORJIHOfqFH8qioooooooooooooooooooooooooqzb6dfXcZktrO4mQHaWjiZgD6ZAqX+xNW/6Bl7/wCA7/4Uf2Jq3/QMvf8AwHf/AAo/sTVv+gZe/wDgO/8AhR/Ymrf9Ay9/8B3/AMKP7E1b/oGXv/gO/wDhR/Ymrf8AQMvf/Ad/8KP7E1b/AKBl7/4Dv/hTX0m/hXzLizuIIgQGllhcKuTjJOKPsUH/AEE7T/vmX/4ij7FB/wBBO0/75l/+Io+xQf8AQTtP++Zf/iKPsUH/AEE7T/vmX/4ij7FB/wBBO0/75l/+Io+xQf8AQTtP++Zf/iKPsUH/AEE7T/vmX/4ij7FB/wBBO0/75l/+Io+xQf8AQTtP++Zf/iKPsUH/AEE7T/vmX/4ij7FB/wBBO0/75l/+Io+xQf8AQTtP++Zf/iKPsUH/AEE7T/vmX/4ij7FB/wBBO0/75l/+Io+xQf8AQTtP++Zf/iKPsUH/AEE7T/vmX/4iprfSDeSGO2vIZ3A3FYopmIHrgJT5/Dupw7dlrcT5zny7aUY+u5RUP9h6t/0C73/wHf8Awo/sPVv+gXe/+A7/AOFRzaVqNtC0s9hdRRr1d4WUDt1IqpRRRRRRT4opJ5UiiRpJHYKiIMlieAAO5rR/4RrXv+gJqX/gJJ/hUVzoer2cDT3Wl30EKY3SS27qoycDJIx1NUKKKK0/+Ec1z/oDaj/4Cv8A4Uh0O+gkj/tCCXToHbb9ou4JFjBwSBwpOTjsDUv9jWP/AEMulf8Afu6/+M0f2NY/9DLpX/fu6/8AjNVL6zgtPL8jU7W93Zz9nWUbMY670Xr7Z6VTqzb20M0ZaS+t4CDjbIshJ9/lUipfsFt/0F7L/vib/wCN0fYLb/oL2X/fE3/xuj7Bbf8AQXsv++Jv/jdTW1lpqyE3Wo28qY4ETSoc/Uwt/KkmbRopWRLe7mUdHS8AB/OEH9Kj87SP+fG+/wDAxP8A41R52kf8+N9/4GJ/8ao87SP+fG+/8DE/+NUedpH/AD433/gYn/xqjztI/wCfG+/8DE/+NUedpH/Pjff+Bif/ABqjztI/58b7/wADE/8AjVHnaR/z433/AIGJ/wDGqPO0j/nxvv8AwMT/AONUedpH/Pjff+Bif/GqPO0j/nxvv/AxP/jVHnaR/wA+N9/4GJ/8ao87SP8Anxvv/AxP/jVHnaR/z433/gYn/wAao87SP+fG+/8AAxP/AI1R52kf8+N9/wCBif8AxqjztI/58b7/AMDE/wDjVHnaR/z433/gYn/xqjztI/58b7/wMT/41R52kf8APjff+Bif/GqvyWegmNhHeqrkHaWuJCAe2R9nGfzFUf7Otf8AoNWP/fE//wAbo/s61/6DVj/3xP8A/G6P7Otf+g1Y/wDfE/8A8brSi8G6jPEksRaSN1DI6Wd0QwPIIPlciqP/AAjOv/8AQD1L/wABJP8ACj/hGdf/AOgHqX/gJJ/hR/wjOv8A/QD1L/wEk/wo/wCEZ1//AKAepf8AgJJ/hWXRRRRRRRRRRVu10rUb6Iy2lhdXEYbaXhhZwD6ZA68ip/8AhHdb/wCgNqH/AICv/hR/wjut/wDQG1D/AMBX/wAKP+Ed1v8A6A2of+Ar/wCFNk0HWIYnll0q+SNFLM7W7gKB1JOOBWfRRUttEk9wsclxFboc5llDFV477QT7cCtD+ybL/oYdM/793P8A8ao/smy/6GHTP+/dz/8AGqP7Jsv+hh0z/v3c/wDxqpYYv7M8y4sPE9rHMEIxbG5R3HXaD5YHJA6kCof+El17/oN6l/4FP/jR/wAJLr3/AEG9S/8AAp/8aP8AhJde/wCg3qX/AIFP/jVmy1vWLqYpN4purNQuRJPczlSeOPkDHP4Y4q99sv8A/ooCf9/r3/41R9sv/wDooCf9/r3/AONUfbL/AP6KAn/f69/+NUfbL/8A6KAn/f69/wDjVZ11r+tW9y8UXiS8uUXGJobmYK3HbdtPtyB0qH/hJde/6Depf+BT/wCNH/CS69/0G9S/8Cn/AMatWepeLdR3/Yb3W7ry8b/IllfbnpnB46H8qfd2HjG/iEV5aa7cxhtwSaOZwD64Pfk/nVL/AIRnX/8AoB6l/wCAkn+FH/CM6/8A9APUv/AST/CrCeFb9LKS6vw2nRo2GN3a3AAHGDlYyACTjk5zVf8Asqy/6GDTf+/dx/8AGqP7Ksv+hg03/v3cf/GqP7Ksv+hg03/v3cf/ABqrlrp2gpERd6tbyybuGhlmjGPTBtm5685qtcnQYJ2jjt7y4QYxLFegK3HbdAD7ciovP0T/AKB+of8Agcn/AMZo8/RP+gfqH/gcn/xmpre80CGQtJo13OCMbZL8AD3+WMGqv2+2/wCgRZf99zf/AByj7fbf9Aiy/wC+5v8A45R9vtv+gRZf99zf/HKPt9t/0CLL/vub/wCOUfb7b/oEWX/fc3/xyj7fbf8AQIsv++5v/jlH2+2/6BFl/wB9zf8Axyj7fbf9Aiy/77m/+OUfb7b/AKBFl/33N/8AHKPt9t/0CLL/AL7m/wDjlH2+2/6BFl/33N/8cqW3mW8nWC10G3nmbO2OLz2Y4GTgB89BV/8AsnVf+hNl/wDAe6/+Lo/snVf+hNl/8B7r/wCLo/snVf8AoTZf/Ae6/wDi6bLp2owxPLL4ReONFLO7w3ICgdSTv4FZv2+2/wCgRZf99zf/AByj7fbf9Aiy/wC+5v8A45VWaRZZWdIUhU9EQsQP++iT+tS2VtDdzGOa+t7NQuRJOshUnI4+RWOfwxx1q/8A2NYf9DNpX/fu6/8AjNH9jWH/AEM2lf8Afu6/+M0f2NYf9DNpX/fu6/8AjNWFi0vTbCRjPoeqyhshSL1ZCDgYHCLgcnnnr14FVf7Xsv8AoXdM/wC/lz/8eo/tey/6F3TP+/lz/wDHqP7Xsv8AoXdM/wC/lz/8eq/ZT6RdwmSa08PWbBsCOc35YjA5+RmGPxzx0qzt0P8A56eFv/Kn/hRt0P8A56eFv/Kn/hRt0P8A56eFv/Kn/hVa9n0i0hEkNp4evGLYMcBvwwGDz87KMfjnnpVD+17L/oXdM/7+XP8A8eo/tey/6F3TP+/lz/8AHqP7Xsv+hd0z/v5c/wDx6j+17L/oXdM/7+XP/wAeo/tey/6F3TP+/lz/APHqP7Xsv+hd0z/v5c//AB6j+17L/oXdM/7+XP8A8eo/tey/6F3TP+/lz/8AHqP7Xsv+hd0z/v5c/wDx6j+17L/oXdM/7+XP/wAeo/tey/6F3TP+/lz/APHqP7Xsv+hd0z/v5c//AB6j+17L/oXdM/7+XP8A8eo/tey/6F3TP+/lz/8AHqo3lzFdTB4bKC0ULjy4Gcgn1+dmOfxxxVetCDRdSkRZRpV/LE6hlaOFsEHoQdpyKm/sPUP+gJqf/ftv/iKP7D1D/oCan/37b/4ij+w9Q/6Amp/9+2/+Io/sPUP+gJqf/ftv/iKzt1v/AM8pf+/g/wDiaN1v/wA8pf8Av4P/AImmOUJ+RWUejNn+gpFVnYKqlmJwABkk1Y/s6+/587j/AL9N/hR/Z19/z53H/fpv8KP7Ovv+fO4/79N/hU8elN5Hm3VxHZjdtAuIpRnj1VCP1zxR/Z1r/wBBqx/74n/+N0f2da/9Bqx/74n/APjdH9nWv/Qasf8Avif/AON0NpLvGWs7iO+KkBktopSVznk5QDt61H/ZOpf9A+7/AO/Lf4Uf2TqX/QPu/wDvy3+FH9k6l/0D7v8A78t/hVm00yVN/wBs0fUps42+STHj1zlGz29Ksf2fb/8AQv61/wB/x/8AGaP7Pt/+hf1r/v8Aj/4zR/Z9v/0L+tf9/wAf/Gazv7J1L/oH3f8A35b/AAo/snUv+gfd/wDflv8ACj+ydS/6B93/AN+W/wAKa+mahGjO9jcqijLM0LAAep4qa2m0hbdVurG+lmGdzxXiIp54wpiYjj3NS/aNA/6Bmp/+DCP/AOM0faNA/wCgZqf/AIMI/wD4zR9o0D/oGan/AODCP/4zT7jRby5Mc2m6HqqW7oCDIpm3Z5yGVFGCMdvxqH/hHtb/AOgPqH/gM/8AhR/wj2t/9AfUP/AZ/wDCj/hHtb/6A+of+Az/AOFWxpiWVj5up+H9aBT/AFkwl8mPk8cNCcdQOvX8qr/aNA/6Bmp/+DCP/wCM0faNA/6Bmp/+DCP/AOM0faNA/wCgZqf/AIMI/wD4zR9o0D/oGan/AODCP/4zR9o0D/oGan/4MI//AIzR9o0D/oGan/4MI/8A4zR9o0D/AKBmp/8Agwj/APjNH2jQP+gZqf8A4MI//jNH2jQP+gZqf/gwj/8AjNH2jQP+gZqf/gwj/wDjNH2jQP8AoGan/wCDCP8A+M0faNA/6Bmp/wDgwj/+M0faNA/6Bmp/+DCP/wCM0faNA/6Bmp/+DCP/AOM0faNA/wCgZqf/AIMI/wD4zR9o0D/oGan/AODCP/4zR9o0D/oGan/4MI//AIzR9o0D/oGan/4MI/8A4zR9o0D/AKBmp/8Agwj/APjNH2jQP+gZqf8A4MI//jNH2jQP+gZqf/gwj/8AjNH2jQP+gZqf/gwj/wDjNH2jQP8AoGan/wCDCP8A+M0faNA/6Bmp/wDgwj/+M0faNA/6Bmp/+DCP/wCM0faNA/6Bmp/+DCP/AOM0faNA/wCgZqf/AIMI/wD4zR9o0D/oGan/AODCP/4zR9o0D/oGan/4MI//AIzR9o0D/oGan/4MI/8A4zWVRRRV+3l0lYFF1ZXsk3O54rxEU88YUxMRx7mpfP0H/oG6l/4ME/8AjNHn6D/0DdS/8GCf/GaPP0H/AKBupf8AgwT/AOM0efoP/QN1L/wYJ/8AGaPP0H/oG6l/4ME/+M0efoP/AEDdS/8ABgn/AMZqreSWD7PsVtcw4zv8+4WXPpjCLjv61VoooooooooooooooooooooqW3tp7udYLaGSaZs7Y41LMcDJwB7U66srqxlEV5bTW8hXcEmjKEj1we3Bp9lpmoalv+w2NzdeXjf5ETPtz0zgcdD+VW/+EY1//oB6n/4CSf4Uf8Ixr/8A0A9T/wDAST/Cj/hGNf8A+gHqf/gJJ/hV+LwXqJsftV05slVWaRbiyusxgZ5YrCVxgZ69Kpf2PY/9DJpf/fu6/wDjNH9j2P8A0Mml/wDfu6/+M0f2PY/9DJpf/fu6/wDjNWj4QvJNP+2WM66gh+4LW0ujv5wcFogvHPfse9Uv+EZ1/wD6Aepf+Akn+FH/AAjOv/8AQD1L/wABJP8ACj/hGdf/AOgHqX/gJJ/hUF3o+p6fEJb3Tru2jLbQ80DICeuMkdeD+VUqKKKKKKKvRy6UI1Elles4A3Mt2oBPfA8s4/M07ztH/wCfG+/8DU/+NUedo/8Az433/gan/wAao87R/wDnxvv/AANT/wCNUx4Yrx1TTLG73gEupkExI45G1Fx+vUUf2Rqf/QOu/wDvw3+FH9kan/0Drv8A78N/hR/ZGp/9A67/AO/Df4Uf2Rqf/QOu/wDvw3+FT3Gim02/ab6CHdnb5kM65x6ZjqH7Bbf9Baz/AO+Jv/jdH2C2/wCgtZ/98Tf/ABuj7Bbf9Baz/wC+Jv8A43R/xLYf3ckc1y46ywXGxG+gaPI9OfSjzdK/58r3/wAC1/8AjdHm6V/z5Xv/AIFr/wDG6PN0r/nyvf8AwLX/AON0ebpX/Ple/wDgWv8A8bpPt1v/ANAqz/76l/8Ai6Pt1v8A9Aqz/wC+pf8A4uj7db/9Aqz/AO+pf/i6Pt1v/wBAqz/76l/+Lo+3W/8A0CrP/vqX/wCLp0d9aCRTJpNq0YI3KskoJHfB3nH5GnvcaMzsw069QEkhVvVwPYZizTfO0f8A58L/AP8AA1P/AI1R52j/APPhf/8Agan/AMao87R/+fC//wDA1P8A41R52j/8+F//AOBqf/GqPO0f/nwv/wDwNT/41R52j/8APhf/APgan/xqjztH/wCfC/8A/A1P/jVHnaP/AM+F/wD+Bqf/ABqjztH/AOfC/wD/AANT/wCNUedo/wDz4X//AIGp/wDGqPO0f/nwv/8AwNT/AONUedo//Phf/wDgan/xqjztH/58L/8A8DU/+NUedo//AD4X/wD4Gp/8ao87R/8Anwv/APwNT/41R52j/wDPhf8A/gan/wAao87R/wDnwv8A/wADU/8AjVHnaP8A8+F//wCBqf8AxqjztH/58L//AMDU/wDjVHnaP/z4X/8A4Gp/8ao87R/+fC//APA1P/jVHnaP/wA+F/8A+Bqf/GqPO0f/AJ8L/wD8DU/+NUedo/8Az4X/AP4Gp/8AGqPO0f8A58L/AP8AA1P/AI1R52j/APPhf/8Agan/AMapskulGNhHZXqyEHazXakA9sjyxn8xVGiiiipAYcDKOT3w4/wo3Qf885P++x/hRug/55yf99j/AAo3Qf8APOT/AL7H+FG6D/nnJ/32P8KN0H/POT/vsf4UboP+ecn/AH2P8KmNzbhVC2MWQMEu7kn8iKb9pi/58rf/AL6k/wDiqPtMX/Plb/8AfUn/AMVR9pi/58rf/vqT/wCKo+0xf8+Vv/31J/8AFVAxDMSFCgnOB0FJRRRRRRU/nx/8+kP5v/8AFUefH/z6Q/m//wAVR58f/PpD+b//ABVHnx/8+kP5v/8AFUefH/z6Q/m//wAVR58f/PpD+b//ABVHnx/8+kP5v/8AFUefH/z6Q/m//wAVR58f/PpD+b//ABVHnx/8+kP5v/8AFUefH/z6Q/m//wAVR58f/PpD+b//ABVHnx/8+kP5v/8AFUefH/z6Q/m//wAVR58f/PpD+b//ABVHnx/8+kP5v/8AFUefH/z6Q/m//wAVR58f/PpD+b//ABVHnx/8+kP5v/8AFUefH/z6Q/m//wAVR58f/PpD+b//ABVKJrdlIe1AOeDHIR/PNJvtf+eM3/f0f/E0b7X/AJ4zf9/R/wDE0b7X/njN/wB/R/8AE0b7X/njN/39H/xNG+1/54zf9/R/8TRvtf8AnjN/39H/AMTRvtf+eM3/AH9H/wATRvtf+eM3/f0f/E0b7X/njN/39H/xNG+1/wCeM3/f0f8AxNG+1/54zf8Af0f/ABNG+1/54zf9/R/8TRvtf+eM3/f0f/E0b7X/AJ4zf9/R/wDE0b7X/njN/wB/R/8AE0b7X/njN/39H/xNG+1/54zf9/R/8TRvtf8AnjN/39H/AMTRvtf+eM3/AH9H/wATRvtf+eM3/f0f/E0b7X/njN/39H/xNG+1/wCeM3/f0f8AxNG+1/54zf8Af0f/ABNG+1/54zf9/R/8TRvtf+eM3/f0f/E0b7X/AJ4zf9/R/wDE0b7X/njN/wB/R/8AE0b7X/njN/39H/xNG+1/54zf9/R/8TRvtf8AnjN/39H/AMTRvtf+eM3/AH9H/wATRvtf+eM3/f0f/E0b7X/njN/39H/xNG+1/wCeM3/f0f8AxNG+1/54zf8Af0f/ABNG+1/54zf9/R/8TRvtf+eM3/f0f/E0b7X/AJ4zf9/R/wDE0b7X/njN/wB/R/8AE0b7X/njN/39H/xNG+1/54zf9/R/8TRvtf8AnjN/39H/AMTRvtf+eM3/AH9H/wATTJGgK/u45FbPVnDf0FR0UUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUUVp/8I7rn/QG1H/wFf/Cj/hHdc/6A2o/+Ar/4Uf8ACO65/wBAbUf/AAFf/Cj/AIR3XP8AoDaj/wCAr/4Uf8I7rn/QG1H/AMBX/wAKo3FtPaTtBcwyQzLjdHIpVhkZGQfaoqKKKKK0ovDutzxJLFo2oSRuoZHS1chgeQQccin/APCMa/8A9APU/wDwEk/wo/4RjX/+gHqf/gJJ/hR/wjGv/wDQD1P/AMBJP8KP+EY1/wD6Aep/+Akn+FH/AAjGv/8AQD1P/wABJP8ACj/hGNf/AOgHqf8A4CSf4Uf8Ixr/AP0A9T/8BJP8KP8AhGNf/wCgHqf/AICSf4Uf8Ixr/wD0A9T/APAST/Cj/hGNf/6Aep/+Akn+FH/CMa//ANAPU/8AwEk/wrKqSC3muplht4ZJpWztSNSzHAzwBV3/AIR/Wv8AoEX/AP4DP/hTZND1eGJ5ZdLvkjQFmZrdwFA6knHAqhRRRRRRRRRRRRRRRRRRRVqz0y/1Hf8AYbG5uvLxv8iJn256ZwOOh/KrX/CM6/8A9APUv/AST/Cj/hGdf/6Aepf+Akn+FH/CM6//ANAPUv8AwEk/wq5d+Cdf0+IS3tpDbRltoea7hQE9cZL9eD+VUv7BvP8Antp3/gyt/wD4uj+wbz/ntp3/AIMrf/4uj+wbz/ntp3/gyt//AIukOmwWn/IRuwm77n2NornOOu7bINvbHrz6Unk6N/z/AN//AOASf/HaPJ0b/n/v/wDwCT/47R5Ojf8AP/f/APgEn/x2jydG/wCf+/8A/AJP/jtHk6N/z/3/AP4BJ/8AHaPJ0b/n/v8A/wAAk/8AjtOjj0RJAzXd7IB/C1kuD+UwNRT3NmszC3s4pIuNrSK6MeO4Ehx+dR/aof8Anwtv++pP/i6PtUP/AD4W3/fUn/xdH2qH/nwtv++pP/i6PtUP/Phbf99Sf/F0faof+fC2/wC+pP8A4uj7VD/z4W3/AH1J/wDF0faof+fC2/76k/8Ai6PtUP8Az4W3/fUn/wAXR9qh/wCfC2/76k/+Lo+1Q/8APhbf99Sf/F0faof+fC2/76k/+Lo+1Q/8+Ft/31J/8XR9qh/58Lb/AL6k/wDi6PtUP/Phbf8AfUn/AMXR9qh/58Lb/vqT/wCLqvI6vIWWNYwf4VzgfmSabRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRT4XWKeOR4klVWDGNyQrgHocEHB9iD71rf21p/wD0K+k/9/bv/wCP0f21p/8A0K+k/wDf27/+P0f21p//AEK+k/8Af27/APj9H9taf/0K+k/9/bv/AOP0f21p/wD0K+k/9/bv/wCP0f21p/8A0K+k/wDf27/+P0f21p//AEK+k/8Af27/APj9H9taf/0K+k/9/bv/AOP0f21p/wD0K+k/9/bv/wCP1mXc8dxcvLFaw2qNjEMJcqvGON7M3vyT1qGiinwusU8cjxJMqsGMbkhXAPQ4IOD7EH3rX/tvT/8AoVtI/wC/t3/8fo/tvT/+hW0j/v7d/wDx+j+29P8A+hW0j/v7d/8Ax+j+29P/AOhW0j/v7d//AB+j+29P/wChW0j/AL+3f/x+j+29P/6FbSP+/t3/APH6P7b0/wD6FbSP+/t3/wDH6P7b0/8A6FbSP+/t3/8AH6P7b0//AKFbSP8Av7d//H6P7b0//oVtI/7+3f8A8fo/tvT/APoVtI/7+3f/AMfqrfaja3cCxwaLY2TBtxkt3nLEYPH7yRhj8M8daI4dHMSGW+vlkKjcq2aMAe4B80ZHvgUy4i0tYGNteXkkvG1ZLRUU89yJDjj2qx/a1l/0L2mf9/Ln/wCO0pu9KvIik1lHp7BgVezjklLDnIPmTYA6dBn6d4vJ0b/n/v8A/wAAk/8AjtHk6N/z/wB//wCASf8Ax2jydG/5/wC//wDAJP8A47R5Ojf8/wDf/wDgEn/x2jydG/5/7/8A8Ak/+O0eTo3/AD/3/wD4BJ/8do8nRv8An/v/APwCT/47R5Ojf8/9/wD+ASf/AB2jydG/5/7/AP8AAJP/AI7V19I0FrQSQ+J4/PKgiGaylXBPUFlDcjnpkfzqr/ZVn/0MGm/9+7j/AONUf2VZ/wDQwab/AN+7j/41R/ZVn/0MGm/9+7j/AONVpxaH4WMKGbxjslKjeqaZKyg9wCSMj3wPpWd9n8Pf9BTVP/BdH/8AH6Ps/h7/AKCmqf8Aguj/APj9H2fw9/0FNU/8F0f/AMfo+z+Hv+gpqn/guj/+P0fZ/D3/AEFNU/8ABdH/APH6Ps/h7/oKap/4Lo//AI/VxJfCyRqpNy5AALNYHLe5xdYqneXelJMBY2EU0W3lp45ImB9MCZuOnOfwqv8Ab7b/AKBNn/33N/8AHKP7QiX5otOtoZBykkbyhkPYj5+oo/trVf8AoJ3v/f8Ab/Gj+2tV/wCgne/9/wBv8agub27vNv2q6mn2Z2+bIWxnrjP0qCiiiiiiiiiiiiiiiiiiiiiiirNpp19qG/7FZXFzsxv8mJn256ZwOOh/KrX/AAjuuf8AQG1H/wABX/wqxZ+EPEN9MYodJuVYLuzOvkjH1fAzz061F/wjt7/z30z/AMGlt/8AHKsvpvhy22xXms6ktyFUyrbWEE8YYgEhZFucMOevH0B4pv2Twp/0Gta/8FEX/wAk1b1Dwc0dwq6bqen3EO3LPc6lYwsGyeAq3DgjGOc/h61P+ES1L/n50X/wd2f/AMdqe58AeLLXyT/YN7cRzRLNHLZp9pjZD0IeLcvPXr0we4qD/hCvFf8A0LGtf+AEv/xNXtQ+G/irSbdZ9S0+GyhZtiyXN7BGpbBOAWcDOAePas3/AIRi/wD+fjSf/Bva/wDxyj/hGL//AJ+NJ/8ABva//HKpX+mXGm+X58lo/mZx9nu4p8Yx18tmx174z+FU6KKKvWei6rqMJmsdMvLqJW2l4IGdQeuMgdeR+dWP+EW8Q/8AQB1T/wAA5P8ACj/hFvEP/QB1T/wDk/wqK50DWbK3a4u9Jv4IExukltnVVycDJIx1IrOq7aaXcXsRkiktFUNtxNeRRHP0dgcc9elT/wDCP3v/AD203/wZ2/8A8co/4R+9/wCe2m/+DO3/APjlWU0K0gspJ9R1FYmVvuWkltc5HABwJw2cnoAeOc+lf7P4f/6Cep/+C6P/AOP0fZ/D/wD0E9T/APBdH/8AH6Ps/h//AKCep/8Aguj/APj9H2fw/wD9BPU//BdH/wDH6Ps/h/8A6Cep/wDguj/+P1oW1z4Vgt1jkhluHGcyy2Lhm577bsD24FNvNR8PJCDZaVBNLu5WeCeIAeuRdNz04x+NUf7Wsv8AoXtM/wC/lz/8eq1Y+KDpc7T6fpVraSsuwyW9zdRsVyDjImHGQPypkvjLxLJM7rr2qRKzEhEvpsKPQZYnA9yTWNNNLcTyTzyPLLIxd5HYszMTkkk9STSI7xSLJGzI6kMrKcEEdCDVz+2tV/6Cd7/3/b/Gj+2tV/6Cd7/3/b/Gj+2tV/6Cd7/3/b/Gj+2tV/6Cd7/3/b/Gmvq+pyxtHJqN26MCrK07EEHqCM1ToooooooooorW/wCEo8Qf9B3U/wDwLk/xo/4SjxB/0HdT/wDAuT/Gq95rOqajCIb7Ury6iDbgk87OAemcE9eT+dUaKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKuQancW8KxJHaFV6GS0idvxZlJNE+p3FxC0Tx2gVupjtIkb8GVQRVOnxSNDKkqhSyMGAdQwyPUHgj2PFaP/CQXv/PHTf8AwWW3/wAbo/4SC9/546b/AOCy2/8AjdH/AAkF7/zx03/wWW3/AMbo/wCEgvf+eOm/+Cy2/wDjdH/CQXv/ADx03/wWW3/xuj/hIL3/AJ46b/4LLb/43R/wkF7/AM8dN/8ABZbf/G6P+Egvf+eOm/8Agstv/jdH/CQXv/PHTf8AwWW3/wAbo/4SC9/546b/AOCy2/8AjdH9spL811pOm3EnQP5TQ4HpthZFPfkjPv0wf2rZ/wDQv6b/AN/Lj/47WbK6ySu6xrGrMSETOFHoMknH1JNNq5aXtvbRFJdLtLpi2d8zSggenyOox+Geasf2rZ/9C/pv/fy4/wDjtH9q2f8A0L+m/wDfy4/+O0f2rZ/9C/pv/fy4/wDjtH9q2f8A0L+m/wDfy4/+O1dPioC18iPw/oUeE2LJ9kLOvGAcsxyfrn3zVD+3Lv8A546f/wCC+D/4ij+3Lv8A546f/wCC+D/4ij+3Lv8A546f/wCC+D/4iorjVbi5gaKSOzCtjJjs4UbrnhlUEfnVKiiiiiipraeOCQtJaw3IIxslLgD3+Vgf171b/tK1/wCgJYf99z//AByj+0rX/oCWH/fc/wD8co/tK1/6Alh/33P/APHKP7Stf+gJYf8Afc//AMco/tK1/wCgJYf99z//AByj+0rX/oCWH/fc/wD8co/tK1/6Alh/33P/APHKP7Stf+gJYf8Afc//AMco/tK1/wCgJYf99z//AByj+0rX/oCWH/fc/wD8co/tK1/6Alh/33P/APHKP7Stf+gJYf8Afc//AMco/tK1/wCgJYf99z//AByj+0rX/oCWH/fc/wD8co/tK1/6Alh/33P/APHKP7Stf+gJYf8Afc//AMco/tK1/wCgJYf99z//AByj+0rX/oCWH/fc/wD8co/tK1/6Alh/33P/APHKP7Stf+gJYf8Afc//AMco/tK1/wCgJYf99z//AByj+0rX/oCWH/fc/wD8co/tK1/6Alh/33P/APHKP7Stf+gJYf8Afc//AMco/tK1/wCgJYf99z//AByj+0rX/oCWH/fc/wD8co/tK1/6Alh/33P/APHKP7Stf+gJYf8Afc//AMcqOe9t5oWRNLtIGOMSRtKWH03OR+lUqKu2cWlvCTe3l5DLu4WC0WUEeuTIvPXjH41Y+z+H/wDoJ6n/AOC6P/4/R9n8P/8AQT1P/wAF0f8A8frb/wCEHn/6B/ir/wAEB/8AjtH/AAg8/wD0D/FX/ggP/wAdo/4Qef8A6B/ir/wQH/47R/wg8/8A0D/FX/ggP/x2j/hB5/8AoH+Kv/BAf/jtH/CDz/8AQP8AFX/ggP8A8do/4Qef/oH+Kv8AwQH/AOO1k/8ACHeJ/wDoXNX/APAGX/4mobvw3run2r3V7oupW1umN8s1q6IuTgZJGByQPxrLoooop8UUk8yQwxvJLIwVERSWZjwAAOpqxc6ZfWV3Ha3tpNaTSYKpcoYsgnAPzYwMg89ODU39iXf/AD1sP/BhB/8AF02PQ9XmiSWLS7543AZWW3chgehBxyKd/wAI/rX/AECL/wD8Bn/wo/4R/Wv+gRf/APgM/wDhVCSN4ZXilRkkQlWVhgqR1BHY02rtpo+p6hEZbLTru5jDbS8MDOAeuMgdeR+dOudD1ezt2uLrSr6CFMbpJbd1UZOBkkY6mqFTW1ndXshjtLaaeQDcViQsQPXA7cinXWn3tjs+2Wlxb787fOjKbsdcZHPUVFFFJPKkUSNJI7BURBksTwAB3NXLnQ9Xs4GnutLvoIUxuklt3VRk4GSRjqaoVoW2g6xe263FrpN9PC+dskVu7K2Dg4IGOoNZ9PiiknmSKKNpJXYKiIMlieAAO5q1eaPqmnwiW9028toi20PNAyAnrjJHXg/lVKrlppGp38Rls9Ou7mMNtLwwM4B9MgdeR+dQXNtPZztBdQSQTLjdHKhVhkZGQeehqKr9lomralCZrDS726iVtheC3d1DcHGQOvI/OrP/AAifiP8A6F/Vf/AOT/Cll8K6rbuI7lbO2l2qxiuL+CKRQQCNyM4ZTgjggGmf8I5ff899L/8ABrbf/HKP+Ecvv+e+l/8Ag1tv/jlH/COX3/PfS/8Awa23/wAcq9e/D/xdYTCKbw7qLMV3ZggMy4+qZGeOnWq3/CGeKf8AoWtY/wDAGX/4mobzwzr+n2r3V7oepW1umN8s1pIiLk4GSRgckD8ayqfFFJcTJDDG8ksjBURFJZmPAAA6mtT/AIRTxH/0ANV/8A5P8KP+EU8R/wDQA1X/AMA5P8KP+EU8R/8AQA1X/wAA5P8ACj/hFPEf/QA1X/wDk/wo/wCEU8R/9ADVf/AOT/Cj/hFPEf8A0ANV/wDAOT/Cj/hFPEf/AEANV/8AAOT/AAo/4RTxH/0ANV/8A5P8KP8AhFPEf/QA1X/wDk/wrU/4Vt4v/wCgNJ/3+j/+KrH/ALBvP+e2nf8Agyt//i6P7BvP+e2nf+DK3/8Ai6P7BvP+e2nf+DK3/wDi6P7PsrX5NRvZEmPIFmsVym33ZZQAc54+nrR5Gh/9BHUf/ABP/j1VbtLFNn2K4uJs53+dAsePTGHbPf0qtU9rPHbyl5bSG5UrjZKXAHv8rKc/j3q3/adp/wBALT/++7j/AOO02TUYGX91pNjDICCsimViMHPR3ZT6YINH9tXX/PKw/wDACD/4io59TuLiFonjtArdTHaRI34MqgiqdT2l5LZSmSJYGYrtxNAkox9HBGeOvWrv9v3n/PHTf/Bbb/8AxFH9v3n/ADx03/wW2/8A8RR/b95/zx03/wAFtv8A/EUf2/ef88dN/wDBbb//ABFH9v3n/PHTf/Bbb/8AxFH9v3n/ADx03/wW2/8A8RR/b95/zx03/wAFtv8A/EUf2/ef88dN/wDBbb//ABFH9v3n/PHTf/Bbb/8AxFH9v3n/ADx03/wW2/8A8RR/b95/zx03/wAFtv8A/EUf2/ef88dN/wDBbb//ABFH9v3n/PHTf/Bbb/8AxFH9v3n/ADx03/wW2/8A8RR/b95/zx03/wAFtv8A/EUf2/ef88dN/wDBbb//ABFH9v3n/PHTf/Bbb/8AxFH9v3n/ADx03/wW2/8A8RR/b95/zx03/wAFtv8A/EVatNXt7qKePU5o7ZWXaptNFtpCQc55yhU9MEZP0xUf2bwz/wBBfV//AAVx/wDyRR9m8M/9BfV//BXH/wDJFH2bwz/0F9X/APBXH/8AJFH2bwz/ANBfV/8AwVx//JFRzW/h5YJDBqmqPKFJRX02NVZscAkTnAz3wfoayaKKKKKkggluZ44IInlmlYJHHGpZnYnAAA5JJ7Vsf8IX4q/6FnWf/ACX/wCJo/4QvxV/0LOs/wDgBL/8TR/whfir/oWdZ/8AACX/AOJrUs/hX43vrVLiLQJ1R84E0kcT8HHKuwYdO496q6h4B8Q6TOsGpQ2FnMy7xHc6paxsVyRnDSA4yDz7VU/4RTUf+fnR/wDwc2n/AMdo/wCEU1H/AJ+dH/8ABzaf/Ha2YPBeltBGZ9fVJioMiRzae6q2OQGN4CRnvgZ9BUF/4a8P6bAs0+v3TqzbQLeGznbOCfux3jEDjrjH51nfZfCv/QZ1n/wUxf8AyTR9l8K/9BnWf/BTF/8AJNPig8JxzI7arq0qqwJjfSY9rD0OLkHB9iDUU+r6Ys8gg8Pac8IYiN5DcozLnglROQDjtk49TTP7Ysf+hb0v/v5df/HqP7Ysf+hb0v8A7+XX/wAeo/tix/6FvS/+/l1/8erLldZJndYkiVmJEaE7VHoMknA9yTTKKKKKKKKKKKKKKK0v+Ei1v/oM6h/4FP8A40f8JFrf/QZ1D/wKf/Gj/hItb/6DOof+BT/40f8ACRa3/wBBnUP/AAKf/Gj/AISLW/8AoM6h/wCBT/40f8JFrf8A0GdQ/wDAp/8AGj/hItb/AOgzqH/gU/8AjUF1quo30Qiu7+6uIw24JNMzgH1wT15NVKKKKKKKKKKKKKKKKKKKKKKKKKKKKKntZ47eUvLaQ3KlcbJS4A9/lZTn8e9W/wC07T/oBaf/AN93H/x2j+07T/oBaf8A993H/wAdo/tO0/6AWn/993H/AMdpyataxyK66FppKkEbmnYfiDJg1YuPEnnQNHHoujQMcYkjtMsvPbcSP0qj/a1z/wA87L/wCh/+Jo/ta5/552X/AIBQ/wDxNH9rXP8Azzsv/AKH/wCJo/ta5/552X/gFD/8TR/a1z/zzsv/AACh/wDiaP7Wuf8AnnZf+AUP/wATR/a1z/zzsv8AwCh/+Jo/ta5/552X/gFD/wDE0f2tc/8APOy/8Aof/iaP7Wuf+edl/wCAUP8A8TR/a1z/AM87L/wCh/8AiaP7Wuf+edl/4BQ//E0f2tc/887L/wAAof8A4mj+1rn/AJ52X/gFD/8AE0f2tc/887L/AMAof/iaiiuYo4wrWNvKR/G7SZP5MB+lO+2Qf9A21/76l/8Ai6W1XT5Xla9nuLYZyi29uJR3yPmkXGOPWrH2fQP+glqX/gvj/wDj1H2fQP8AoJal/wCC+P8A+PUfZ9A/6CWpf+C+P/49R9n0D/oJal/4L4//AI9T44vD6So7X+oSKrAlG09MN7HE4OPoRV/7X4V/59W/8ApP/kuj7X4V/wCfVv8AwCk/+S6y/wC07T/oBaf/AN93H/x2j+07T/oBaf8A993H/wAdqW21u3tLhZ49B0pnXOBKssi8jHKtIQfxFWbrxbNcRBItH0K2YNnfFp0ZJ9vmDDH4dqqf8JDe/wDPDTP/AAV23/xuj/hIb3/nhpn/AIK7b/43TJddu5oXiaHTwrqVJTTrdTg+hCAg+45rNooooooqe0sbu/lMVnaz3MgXcUhjLkD1wO3I/Orv/CNa9/0BNS/8BX/wo/4RrXv+gJqX/gK/+FH/AAjWvf8AQE1L/wABX/wo/wCEa17/AKAmpf8AgK/+FH/CNa9/0BNS/wDAV/8ACj/hGte/6Ampf+Ar/wCFH/CNa9/0BNS/8BX/AMKP+Ea17/oCal/4Cv8A4Uf8I1r3/QE1L/wFf/Cj/hGte/6Ampf+Ar/4Uf8ACNa9/wBATUv/AAFf/CqFzbT2c7QXUEkEy43RyoVYZGRkHnoaioooooooooooooooq/HrFzFEkaxWJVQFBaxhY8epKZJ9zTv7bu/+eVh/4L4P/iKP7bu/+eVh/wCC+D/4ij+27v8A55WH/gvg/wDiKP7bu/8AnlYf+C+D/wCIpsmsXMsTxtFYhWBUlbGFTz6EJkH3FUKKKfDK0EokQIWHQOgcfkQQatf2rcf887P/AMA4f/iaP7VuP+edn/4Bw/8AxNH9q3H/ADzs/wDwDh/+Jo/tW4/552f/AIBw/wDxNOTVp1dWMFk4BBKtZxYPscLmh9QgkdnOlWQLEk7TKB+AD4FN+3W//QKs/wDvqX/4uj7db/8AQKs/++pf/i6Pt1v/ANAqz/76l/8Ai6Pt1v8A9Aqz/wC+pf8A4uj7db/9Aqz/AO+pf/i6Pt1v/wBAqz/76l/+Lo+3W/8A0CrP/vqX/wCLo+3W/wD0CrP/AL6l/wDi6Pt1v/0CrP8A76l/+LqlVzytN/5+7v8A8BV/+OUjx6eEYpdXRfHyhrdQCfc7zio4Z44kKvaQzHOdzlwR7fKwqT7ZB/0DbX/vqX/4uq/mYm8xERcNuC43KOemDnI+uasPqM7oyFLUBhg7bWIH8CFyKqUUVc/tKf8A552v/gJF/wDE0f2lP/zztf8AwEi/+Jo/tKf/AJ52v/gJF/8AE0f2lP8A887X/wABIv8A4mj+0p/+edr/AOAkX/xNH9pT/wDPO1/8BIv/AImj+0p/+edr/wCAkX/xNH9pT/8APO1/8BIv/iaP7Sn/AOedr/4CRf8AxNNfUJnRkKWwDDBxbRg/mFyKEuoVRVNhbMQMFi0mT78PS/bIP+gda/8AfUv/AMXR9sg/6B1r/wB9S/8AxdH2yD/oHWv/AH1L/wDF0fbIP+gda/8AfUv/AMXR9sg/6B1r/wB9S/8AxdH2yD/oHWv/AH1L/wDF0fbIP+gda/8AfUv/AMXR9sg/6B1r/wB9S/8AxdH2yD/oHWv/AH1L/wDF0fbIP+gda/8AfUv/AMXR9sg/6B1r/wB9S/8AxdH2yD/oHWv/AH1L/wDF0fbIP+gda/8AfUv/AMXR9sg/6B1r/wB9S/8AxdH2yD/oHWv/AH1L/wDF0fbIP+gda/8AfUv/AMXR9sg/6B1r/wB9S/8AxdH2yD/oHWv/AH1L/wDF0fbIP+gda/8AfUv/AMXR9sg/6B1r/wB9S/8AxdH2yD/oHWv/AH1L/wDF0fbIP+gda/8AfUv/AMXR9sg/6B1r/wB9S/8AxdVKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKK2v8AhMfFH/Qyax/4HS//ABVPTxfrEiSw6nd3OrWsi7Wtr68naMkEEHCyLkgjuce3Smf23p//AEK2kf8Af27/APj9H23Rr/8AdXWnRaUg+YT6fFLPIx/ulZZ9oXnORzkD1NH2Xwx/0GNX/wDBVF/8kVn38dhHOo0+5ubiHbktcW6wsGyeMB34xjnP4VVrS8jRP+ghqH/gCn/x6jyNE/6CGof+AKf/AB6jyNE/6CGof+AKf/HqPI0T/oIah/4Ap/8AHqsLLoMNqVVZbiZVO1prVl3HsCVuMAdsgfnVP7fbf9Amz/77m/8AjlH2+2/6BNn/AN9zf/HKPt9t/wBAmz/77m/+OVPL4h1Bo4o7e4mtEjG0LBcy4x2GGc4x7YqL+3dY/wCgrff+BD/40f27rH/QVvv/AAIf/Gqtzd3N5IJLq4lncDaGlcsQPTJ+tQ0UUUUUUUUUUUUUUUUUUUUUUUUUUVt/8Ib4o/6FvWP/AABl/wDiaP8AhDfFH/Qt6x/4Ay//ABNH/CG+KP8AoW9Y/wDAGX/4mj/hDfFH/Qt6x/4Ay/8AxNH/AAhvij/oW9Y/8AZf/iay7uzutPuntb22mtrhMb4poyjrkZGQeRwQfxqCtO00K8vbZLiKbTlR84E2o28TcHHKu4YdO4qb/hGL/wD5+NJ/8G9r/wDHKP8AhGL/AP5+NJ/8G9r/APHKP+EYv/8An40n/wAG9r/8cq5Y+FFk8z+0NSs4MY2fZ76zm3dc5zcJjt6/hTr7w9o2nwLLNrU7qW2gW8dpM2cE/dS6JA464x+dZ/2bw5/0FdV/8Fsf/wAfo+zeHP8AoK6r/wCC2P8A+P0fZvDn/QV1X/wWx/8Ax+j7N4c/6Cuq/wDgtj/+P0fZvDn/AEFdV/8ABbH/APH6Ps3hz/oK6r/4LY//AI/Vqx0jQtQnaKHWLxGC7ibi1t4VxkD7z3IBPPTOfyqKXwvdrM4hutLeIMQjPqtorFexIEpwfbJ+pqS20FbQyz6mtrc26RltlprlokmRzkcuW4z8oXJJH0NC/m0aSBRp1hf2827Je4vUmUrg8YWJOc45z+FZ1aUU+iiJBLp+oNIFG9kvkUE9yB5RwPbJ+tO8/Qf+gbqX/gwj/wDjNLEugXErmaXU7GMKNipFHdljzkkloto+7gYPfmoruPR4ZoDZXV9dxbv36zW6W5xxwpDycnnkjjjg1N9o8P8A/QL1P/wYx/8AxirM0XhGURNBe65akxjzY3s4p8P3w4lTI7DKg8Z74EX2Xwx/0GNX/wDBVF/8kUfZfDH/AEGNX/8ABVF/8kUfZfDH/QY1f/wVRf8AyRR9l8Mf9BjV/wDwVRf/ACRR9l8Mf9BjV/8AwVRf/JFH2Xwx/wBBjV//AAVRf/JFH2Xwx/0GNX/8FUX/AMkUfZfDH/QY1f8A8FUX/wAkUfZfDH/QY1f/AMFUX/yRR9l8Mf8AQY1f/wAFUX/yRR9l8Mf9BjV//BVF/wDJFH2Xwx/0GNX/APBVF/8AJFH2Xwx/0GNX/wDBVF/8kUfZfDH/AEGNX/8ABVF/8kUfZfDH/QY1f/wVRf8AyRR9l8Mf9BjV/wDwVRf/ACRR9l8Mf9BjV/8AwVRf/JFH2Xwx/wBBjV//AAVRf/JFH2Xwx/0GNX/8FUX/AMkVS1CLS4/L/s28vLjOfM+02qw7emMbZHz39Me/alRRRRWxY+E/Emp2cd5YeH9Vu7WTOyaCykkRsEg4YDBwQR+FWP8AhBPGH/Qqa5/4Lpv/AImj/hBPGH/Qqa5/4Lpv/ia5+iiiiiiiiiiipIYWuJliQoGboZJFQfmxAFW/7Huf+etl/wCB0P8A8XR/Y9z/AM9bL/wOh/8Ai6P7Huf+etl/4HQ//F0f2Pc/89bL/wADof8A4urs2j6dbwtK+pSFV6iNbdz+Szkmqfk6P/z/AN//AOASf/HaPJ0f/n/v/wDwCT/47R5Oj/8AP/f/APgEn/x2jydH/wCf+/8A/AJP/jtHk6P/AM/9/wD+ASf/AB2ruPCf9/Wv++Iv8apzvoqzMLe3v5Iv4WknRGP1AQ4/Oo/N0z/nzvP/AAKX/wCN0ebpn/Pnef8AgUv/AMbo83TP+fO8/wDApf8A43R5umf8+d5/4FL/APG6PN0z/nzvP/Apf/jdHm6Z/wA+d5/4FL/8bo83TP8AnzvP/Apf/jdHm6Z/z53n/gUv/wAbo83TP+fO8/8AApf/AI3R5umf8+d5/wCBS/8AxujzdM/587z/AMCl/wDjdHm6Z/z53n/gUv8A8bo83TP+fO8/8Cl/+N0ebpn/AD53n/gUv/xujzdM/wCfO8/8Cl/+N0ebpn/Pnef+BS//ABuoLhrVtv2aGaPru8yUPn0xhRioaKKKKKKKKvado2q6v5n9mabeXvlY8z7NA0mzOcZ2g4zg/kau/wDCGeKf+ha1j/wBl/8AiaP+EM8U/wDQtax/4Ay//E0f8IZ4p/6FrWP/AABl/wDiaP8AhDPFP/Qtax/4Ay//ABNH/CGeKf8AoWtY/wDAGX/4mj/hDPFP/Qtax/4Ay/8AxNH/AAhnin/oWtY/8AZf/iaP+EM8U/8AQtax/wCAMv8A8TR/whnin/oWtY/8AZf/AImj/hDPFP8A0LWsf+AMv/xNH/CGeKf+ha1j/wAAZf8A4mrdl8PPGF/v8nw7frsxnz4vJ6+m/Genas7/AIR69/576Z/4M7b/AOOVFc6NdWtu00ktiyLjIivoJG5OOFVyT+ArPp0UbSypGpUM7BQWYKMn1J4A9zWl/YF5/wA9tO/8GVv/APF0f2Bef89tO/8ABlb/APxdH9gXn/PbTv8AwZW//wAXR/YF5/z207/wZW//AMXViz8O75iL29tYYtvDQ3lrKSfTBmXjrzn8KtS+HNKiieRtYkKopYhRaMcD0Ausk+wrO+z+H/8AoJ6n/wCC6P8A+P0fZ/D/AP0E9T/8F0f/AMfo+z+H/wDoJ6n/AOC6P/4/R9n8P/8AQT1P/wAF0f8A8fo+z+H/APoJ6n/4Lo//AI/R9n8P/wDQT1P/AMF0f/x+j7P4f/6Cep/+C6P/AOP0fZ/D/wD0E9T/APBdH/8AH6Ps/h//AKCep/8Aguj/APj9H2fw/wD9BPU//BdH/wDH6Ps/h/8A6Cep/wDguj/+P0fZ/D//AEE9T/8ABdH/APH6Ps/h/wD6Cep/+C6P/wCP0fZ/D/8A0E9T/wDBdH/8fo+z+H/+gnqf/guj/wDj9H2fw/8A9BPU/wDwXR//AB+s+5W3S4ZbWWWWEY2vLGI2PHOVDMBznuaioorVs/E2v6fapa2WualbW6Z2RQ3ciIuTk4AOBySfxqb/AITPxT/0Musf+B0v/wAVR/wmfin/AKGXWP8AwOl/+KrEoooooqa0s7q/uktrO2mubh87IoULu2Bk4A5PAJ/CtT/hD/E//Quav/4Ayf8AxNH/AAh/if8A6FzV/wDwBk/+JrYm8Fw28Ek88PiyKGNS7yP4eCqqgZJJM/AArI+y+F/+gxrH/gqi/wDkij7L4X/6DGsf+CqL/wCSKPsvhf8A6DGsf+CqL/5Iqrfw6NHAp06/v7ibdgpcWSQqFwecrK/OccY/Gs6rFnZy30piiaBWC7szTpEMfVyBnnp1q7/wj17/AM99M/8ABnbf/HKP+Eevf+e+mf8Agztv/jlSJpUVjbyzajHFcIuNotNWt9w5wflG8t1HQcc/hD5+hf8AQO1H/wAD0/8AjNHn6F/0DtR/8D0/+M02SbRjE4isL9ZCp2s16jAHsSPKGR7ZFZ1FT2r2qSk3kM0se3hYZRGc+uSrcdeMVc8/Q/8AoHaj/wCB6f8Axmjz9D/6B2o/+B6f/GaPP0P/AKB2o/8Agen/AMZo8/Q/+gdqP/gen/xmrcy+EpLWPyZtbt7jgyb4opkHHIGGQnnv+npW+z6B/wBBPU//AAXx/wDx6j7PoH/QT1P/AMF8f/x6j7PoH/QT1P8A8F8f/wAeo+z6B/0E9T/8F8f/AMeo+z6B/wBBPU//AAXx/wDx6j7PoH/QT1P/AMF8f/x6j7PoH/QT1P8A8F8f/wAeo+z6B/0E9T/8F8f/AMeo+z6B/wBBPU//AAXx/wDx6j7PoH/QT1P/AMF8f/x6j7PoH/QT1P8A8F8f/wAeo+z6B/0E9T/8F8f/AMeo+z6B/wBBPU//AAXx/wDx6j7PoH/QT1P/AMF8f/x6j7PoH/QT1P8A8F8f/wAeo+z6B/0E9T/8F8f/AMeo+z6B/wBBPU//AAXx/wDx6mSwaIInMWoag8gU7FexRQT2BPnHA98H6Vm0UUUUUUUUUUUUUUUUUUUUUUVasY7GSdhqFzc28O3Ia3t1mYtkcYLpxjPOfwrQ+y+GP+gvq/8A4K4//kij7L4Y/wCgvq//AIK4/wD5IqlqEWmR+X/Zt5eXGc+Z9ptVh29MY2yPnv6fj2pVNarbPcot3LLFAc7nhiEjDjjCllB5x3FaX2bw3/0FtV/8Fkf/AMfo+zeG/wDoLar/AOCyP/4/R9m8N/8AQW1X/wAFkf8A8fo+zeG/+gtqv/gsj/8Aj9Ox4YghY79XvpSwCrsitFVcHJJzLk/d4wO/NR/aPD3/AEC9U/8ABlH/APGKzJTGZnMKMkRY7FdtzAdgSAMn3wPpUlotq90i3s00Nuc73hiEjjjjCllB5x3H9K0/svhj/oMav/4Kov8A5IqTUPD9tH5f9m6jHcZz5n2ma1h29MY2zvnv6Y9+y2vgvxBfWkl1Y6f9sgjJDPazRygEDJHyscnBHHXkVD/wiPiX/oXtW/8AAKT/AOJqH/hItc/6DOo/+BT/AONH/CRa5/0GdR/8Cn/xo/4SLXP+gzqP/gU/+NH/AAkWuf8AQZ1H/wACn/xo/wCEi1z/AKDOo/8AgU/+NRXGtardwNBc6neTQtjdHJOzKcHIyCfWqNFOjjeaVIokZ5HYKqKMliegA7mtH/hHdc/6A2o/+Ar/AOFH/CO65/0BtR/8BX/wo/4R3XP+gNqP/gK/+FH/AAjuuf8AQG1H/wABX/wo/wCEd1z/AKA2o/8AgK/+FH/CO65/0BtR/wDAV/8ACj/hHdc/6A2o/wDgK/8AhR/wjuuf9AbUf/AV/wDCnR+GddllSNdHvgzsFBa3ZRk+pIwB7mr0ngTxJDE8sunqkaKWZ2uYgFA6kndwKz/7CvP+e2nf+DG3/wDi6P7CvP8Antp3/gxt/wD4uj+wrz/ntp3/AIMbf/4uj+wrz/ntp3/gxt//AIuqNxA9tO0MhjLLjJjkWRemeGUkH86ioqW3ge5nWGMxhmzgySLGvTPLMQB+Jq9/YN5/z207/wAGNv8A/F0f2Def89tO/wDBjb//ABdH9g3n/PbTv/Bjb/8AxdH9g3n/AD207/wY2/8A8XR/YN5/z207/wAGNv8A/F0f2Def89tO/wDBjb//ABdOi0C4MqCW4sFjLDeyahbsQO5A8wZPtkVpf8I1pv8A0GD/AN9Wn/yTUF3ouk2cQkl1adlLbcQxW8pz9EuCccdap+RoP/QS1L/wXp/8eo8jQf8AoJal/wCC9P8A49R5Gg/9BLUv/Ben/wAeo8jQf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