![](/data/upload/tiao_iJ4Mua.jpg) PIV软件算法的精度(1)
如何判断,评价一种软件的计算结果是否给出了从PIV(粒子成像测速)图像所能够获得的,最佳的速度矢量场信息?这是一个科学和工业界PIV技术应用者经常会问到,但却难于回答的问题。和其他测量技术不同的是,对于PIV 技术,目前尚无可用来标定,校准,或简单检验其精度的国际标准或参考。 尽管如此,人们还是提出了一些途径和方法来客观地评价PIV 软件的性能,并以举办评测活动的方式来加以检验和验证。这些活动中定期举办,最有影响力的是PIV Challenge。这是一个由知名PIV研究者组成的国际委员会。这个国际间合作机构的宗旨是评估PIV 方法的精度,并致力于建立和发展PIV 标准, PIV 指南和工具。(http://www.pivchallenge.org)。这个组织迄今分别在2001,2003,2005和2014年举办了四次PIV评测活动。前3次评测活动的结果均有正式的总结报告发表在国际知名学术刊物上。2014年的评测活动刚刚举行,尚未有正式结果公布。根据惯例,总结报告将在两年内正式公布,发表。 关于PIV CHALLENGE 03 这次评测活动共有13个研究和商业单位参加。组织者为参加评测的单位提供了通过直接数值模拟(DNS)得到某个设定速度矢量场(见下图)对应的粒子图像。参加评测的单位用各自的PIV软件对这个模拟出来的粒子图像进行分析,并把所得结果和原始速度矢量场比对。据此可得如下三个重要参数。
信噪比: 对所得速度矢量场中每一位置处的速度矢量,计算了 100对图像所得结果的信噪比(见下图)。这个指标显然是越高越好。
均方根偏差: 对所得速度矢量场中每一位置处的速度矢量,计算了 100对图像所得结果的均方根偏差。下面的柱状图给出了视场中所有速度矢量均方根偏差的平均值。这一平均值可以代表参加评测单位的软件在各个位置处所的结果的均方根偏差水平。这个指标显然是越低越好。 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GtQxgxCOavXUDHBqCyAqXW8dafbuH8617g1KpdGVfneOT2X/GHlzoZPHIk9Szn3YXrcffcx/Wjdqa6sJTuhYuY3y288PYGKs4/mTl/+gUX/foRTGU9DX6eNas7uP+Fz/Ef/3Eexedv5LxLrmdZ0adp1FCmPvwInTNep3vMvqQHD+Ctl2/kp799FpeuIi/d3HfPo8z91oWc+rVjGWwUkQXjpVg062l+e/XPWZFqZeTQesINS1m5podb7nqOc356OVP8WfzkrO/zTqmC5vo6upYuo/LZCRx76GQWTr2fV2sPZdD+ezNg1tP8549/wcrGwTRm6hnaMIBc71puWDidV/++iHRzNaZjLXf/4RHeOO8X/OLs8ew2aidy977My2/P5IsHjXzvvUokdiBJcJHYzuXQfg1Vac3U68/hhZsDxCgk8HHFPGHNfvzg8KOpXn4D+aiLyuYxNPXMZfnylaxZWKQY5Rg4rIHutytZtX4D1fsfwDeqNrDm4mu5+bLv8cefBVA9gkM+83m+/dUj2bmlCYOAcoABVUetV8crT93GZ1+/i5RSOGtwzjJm77P58XdHMXBAHbwwi/NP+zSXehBgMFrozuWZdPz3OPmIXbnr7QcprpzBFd/5Ar8x8YgE30BXLsfkT36JfQb7rHr2WYaP3ZvJw+uADiwpHBn86knsuv8oWh96llUzm1GqmiWvP85Zx79M4KVxgaXa5tnQK3z888dz1MSdgBJCgKxZzfyFS/Drh9E8YAAArfscyxV/OIVj9pvI7Rd+DUoLqPALeN0ZOjsU4WBLpiUOLgLlk65IUexcRRFoGT+IoHYgAJG22IxPYclq8os7YGgtUIPtFnrzvUSBpdbmqAw7yPW2M+7Qi7junGN57rYf8r0f3MqbqoYfXfVrTtsVLvn2t7jpift5ct82hjSN5NTzruLkw/Zgxct3ccGVN/D2jFe47YarWPPMHSytmcSPrr6ek/YwPHbzVVz817XYjat5/O4beffFl9j18+fz0zOPQ9a8ws8v+gE/ufImGsdO5psHDcdTJcBHkccVC+R8OPwb5/Hvh+/GjDv/g7Muvp1brr2Wrx3cxlEnfJOzjjuJkaXXue6iK7h19uuYWp+abo8wo0j5KdJBiC4UCMN6zrj8Rr50mOOWyy7kxidmctRpF/CrC09hw7vP8fhdrxD6vSyhiZFDdqMtepo5C3JsEGhMoovEDigJLhLbOUVkNSXt0C4e+dDdsY5SVMt+J53GWd89jeN32Yknr7weV+wham5hp+x6Xl00j7897bGhu4oJU1pZVmGwppPqKMuRp13KiH0O4cGbfsbdf3qTBevf4YHrz+evj/+RS370M04/fndEazwgpSKcRIiYeOhnVMLTIVaHiKcgakBrQDSqVIGRNazrCPHrJ3Dq987i22ecwIjSLG4pROAs6VKJSEds7MzjN4zl5HO/xCVnfo0N99/B/YUczqzHqjxQgcMvX9Uq8q4SSx7fdiAWhAhtFFLYyIb13VSO/jgXXXEGnz3qYIY0eEAORUBuxXrWrupEaqdQWxH3OOy22/5MTmXI0E5RdYHSmNAgotGAJyBSnnRCSzy6osx6BVS5MVQOdD5Fb31Ed00HUAuE+F6ERxpnPJT2KJaAIXtw9L8dxdDBrewycjQDgcYpB3LMkfsxqKqD3ccP46YnXyGsGsbe++/M/Btv5UeX/In2Ne+ybH0PZkAnS156ngVzHfuf9mk++8lJDFLw2RNOYNYzz3PDjJXMzK2kuDLPjFee5vzFT+GHG3lneS+lpbOYOW060UEj8PCBIs6LoAATDz2ez3/meAZlFANPOYUTnnmC37y9nOiU4xjQM407rrmUsGsN8+asgsoKKpTg2wxhUAJdQKimBOwyZTRHnjiFpkwvI3feiSHmaV5/8k6+tW42gwc1c/DRp/Dxw3ahFsWcigqqyJObv4T2XmjM9vuHKJHY6pJRUIntnMUPNxL1KI44+2qef2saj1x/Oju39LLw5Xn0uEr8QGNNPZGkGFpRzcTRg0gVF/P036ezhCbGDh1Jq+ejInh3+jSeevQ5/PoJfOfqR3h+2hssnvUcV59+KKVZz/C7ux5m1rIcptys56WHDtvNlCO+wp/+aybz5i5k9sxZzH59AY/f+X0OGmVZs2ottE7mJ3fey+uvPc25J+9DZdcC5sxup8vVo3H0duVg0F5c8vtHeGv6n/nhFw7GdS5j8QywpXoah1kqaoU5M+Yya143EOCj8HBIx2u8/veZrNFt1O00AuV6GH3Acdz62Iu88Njv+NwBY1i9eCZvLOnGZKtBQ7EcG4SFkKLNE9kIKcZBgp8KylcVBXRkwRUp6RK6ypLOhoQrLd3r4iRDCXso5SOqm9oY0FRNceVGejpyAHiEpKymtnog1TV9t3F8SqkUPgW8qEBRe5SUxmCoUBEAvZGmpHwq0xlS5bglNDX4VbW88+K9XHn2N7n7rsfpbRzLdy74Id84ZhfCziKhBORTjQTNA0iVA5yaulbqmtuwhXa83lWkgmpqdZGU9LBetTBmt2M4+cvHMW58bbyDUYCPWE2koLFiMC2ZcghXW03r6OH0rHiJyy86k4uu+yML2y3HfelsLvvB6QwottPb0Uvk5fBUBZganCpQAKgZTUUGoILDTjqbK6++kD1HpHn9rw9y1+03cc5ZX+Eb3/418/Ld6GwOgxCWNhAl/wIndlDJn3ZiO+cjXg/WCbWNrdS1tHHkVy7joq8ei171BOd8/zyenT+fdJVCKU1JD6CtdTiy4FnunfpnVGMdI4YNoUQ96VSalx+4ljO/egrHfvNnPDu3k7qmQbQMHsyQmoAKBT2hEIradB9caYfTgp+ppKm+mcbGAVTXDqSpaRB1WY9SlCdXykBKMaitgcEj9+ffL/4hh+8zhOcfuoIf3zyVDZFicKYaXAsVg4cxcMQBnHHBd/nKvoN48ZGfcP41f6Rml8PY/7A96Hnjfm78+W95+c2l5Iu9bFw6h5uvvIrfPjSTwYccwcEHTySrLcVMC41tIxhz4Il878KvsffwDu7/2WVcdetfWQ1oMgCkahUV1RkCiTAqnkXUhaDKjbpRgK6g4AxkKxk4pAHdsY7Cxh4AVq9cyvw1RUbtvTcf32UcVctWs2HDSgAWrlzHm2sLjGwezajm6vIZyyMmRAMOjdISTz4RebjIAFByBQoSoaxgFUARbfPU5pYz58m/cM+TS9j5hG9w/TUX8G/7DAZ6KKbSVNVX0mi7WPXuKtZ2xKWtXvou8+fORdXUElQ3YXWWw078Jjfc9jD3/ueVfGaf0WRbhjBh7AQ8+mYG1wQujZeGOavm87fFPYCQW7yG5dPXgivRuX41esgu/ODaG/nKZ4+mNl2i5AdQ2UDaRmhnyUcazxZQgDVZnAWcw5S6GDhpH77/i7t44omp/PKS7zGpvpcHH7+Ph15aRuA3YFF49YPxk3+BEzuo5LZIYjuXQqyHA6JiF+IAr4mTv3UJb8xayDWP3M2vrhnLuGw7kc7Rk++hZtc9qDABhY5OMvVVZGsUPbnV5KWavT/1Geq8u3jgz7/ly7MepaaiAs/T5FYuZq03kNMP2JOdBmY2la5Dn7RTvPbYDRwx4yGqjeBMgJ+y5LozHLDbSFb25jHioXNxd0HTmI9z5jlfZ+FZ3+eRX17Bbv4xrCjmwWwgdPl4m7FH880zZ/LWvB9y/3XnsP/e9/KFr3+FGW+dy1MPXM4np91JU9age9aybGUnXZkxXPDFY/jU0EW8GObYWCjQ3d0OLY1MPuJUvn76LBZ+9xZuvfZqxo1r4dSDJ1ACvNZWBjYNIJy1ivbiGqAFQaMVYB1dJYEoIt1VAjWSA/7tJMY/ejH33n0tY5pO4MWpD/N2oYkLvng6x9iXeOev1/D4Pb9j1wEf475Hn2Fl9XhOP3RPhmQUTgStugmKXeQQItFo6SEKe0FlcX414DCuB0EohLbc2HehdZ72UobmpiE0Fdey6PUZPP/cczw2+z7umDoXv3FXhu+yG81uIfc/djfXXzOUz+3lcf+Dt/Po22tp3uUAjt1jIHMf/jNTH3uCMZOG4k2/j19d8Xv03ifxVSoBykGjxfM8Kqtg3iuP8/uf78yAk3biuYdv4ObXVjBu3N5kWcibCxfx5p+eo2Lmcm648x66cuCFHeQiQ6FQIh3mcS6etRMXIhrIt/PUfTdyxi8fZsrHT+fy757CkMELKUVFsgOzDB9QRffrRVZRya7DGhiY2hqfoURi60uCi8R2rkAxnaE+aCQjGbwikLF4LRM49exTmb1wJc/ecSfz23JI2qepyoe6CoYPqCbwGxjaOoS6+grqa9P4ohm196c44+hdaTr/W9z52HzWuTRIRM2wKXzzovM44wtHURMo4sUjFM4fRG1FA3rtRlYt7Wal0vE00U4QaWXgkFaU8qitrMbpoFxnzd7/diJfeuUl5l/1X/zu5l7C7nU01TdSH3WCQE4Mk44/nX+fOZ+lV/6By26+nZ1+cRHX3dHCdT+5gPsee4c5BYA0o/c/mh+e/R2++In9KL0yn4JoBlQG1Ji4nkVdxwlf/BZL/zaXi6c+z333PMGek8cxsV6jaoczfqfhpB/+G/PXrEEAo+NlPrROU5GpJkgpTKkIeOz2yS/z3TWrufIX93PaFx7FpOv4+ve/w+eP3IeR/gS+d1k7P7zpdr7wuQdIp+s58wff5+QT9oinEFcaqMR51QS+j2cKiKrAzzaS9kKCKAc04lI1BH5ANojwLOAyOBy6fghHfPksdi48zBU/f5RzT3uDtskTOPATB/HS39diq/bl4kv3pfLii/nDr7/Nc89M4vCDdufgPebxRHcF40/8Dl/cayxn/Pj3XPj5x4nCEiP3PJZLz/8u41sricRirEF5BodQzMOI4dWkVz/JV7/0U1blhGFHfINf/eAbyOr7+O75/8ENPz+De0ePZ8qE3ThGpvPy/GW4znZadqqgQvmoIEvK90kZGwds6Xr2/sTJfO7tZfzhoV/xyadvh8jS0LAPP7zoPD49LuCxe56nvbKFseN2Iqviv7NEYkejRN63hGAisX2xliWLZvPuqtUMGDqK0a0D0SaNtgpHF6vfms2CFTm6PWiuTDNw7ASaGyrYMPsd3l1eonXKaIY1eyya9SaL1xvGT55IUx2sX7mAxQvz5HvWQsonNWgMo4YMpL5Ck3Ngwl5Svk9v+zrmz5tJT1iBMhV0S4G05MiGWXpNlopmQ0VvkbVBHYNHDGBkRVBeQyNFYdUS3lm2jLUdIUoJlbVNjB41nOq6LCUrpI2mZ81Kls2fy6qwhpaJkxjT6NG7dgHL3u0gl+uhU6doaRvF6GFN+NoSti9j3qJVrMs0M37YEJrSPk4c2ghrFi9n6cKlqOo6Bo3ZiYa0R8rTvP3YT/nCly+n9tM/5dbrTmdIIORthgwdrFjyLgvXhgwbuhMDBjWgsajedbwzbxGL1/RS0zCMsWOGUlMVADlUz3LmLOlixbIuBjQ1MHL8WGpS8YRWYajwjEfPu4uYs3Q9NZPHMK4mz9y3Z7GiexCTxoyiqdHRvXoJc95ajR40nDFjh5DFsmrxPN5e18XwESNo9bqYO28l69stjSN2oq3GsXLecjrTPrXBBuasKGC9wUwZ3UKwcRo/OvPr/L59Cr+58xa+uUsD786bx/zFK1GVGZrbxjB6aDMpVaQklrRUgIbn77qI0754OSM+9T1+dvU5lFZMozvfQuO48UwaUAG5xSxaNpcly+txAxoYNTyANWuYs7SICTS1NQ2MGjkMXVrO/JmL8JtH0za2lRoBnCPXvoQlCxewtLMXdAPZlnGMG9dA1ZIXOPe0E7hlwyHcdOctfHpiCFRt289YItEPkuAisV1zROjIo+A5PApgAyLtERS7sEEGX/mgSvH9bhWgtAOrUKbcAW4jFAZdfty3arjadLFYJJ4hUUNYAKMoqQAtJTwMaA8hROFDBM4Qrx9iDRi3qZYhCqGEJ+BUgHOGQADT1wdSRNA4fCjlcEqj/DSWkACDKmisElRKoTdbvTtS4CnAWkJTRFwKXwzOgDiLw+CpEhJawiATT/1VLGJNBCaNUYbC6r+ZCBMOAAAgAElEQVTx7S9/jYdXjuaG237G8buMwIrBEIKKVxVVroT1FCI+gfigS1jAEPfGFEQwWDxlcaQwlviCW4dYGxEZD088RCm0JR5Bo4oQKZwXxD0m1mENKPR7yV7W0SslrAfVpKFYAqOwXrzgW5wTEudqrJr5EBeddzmPzTUceOThHLVbM++8/CfuvvtpWk+5gOuvuYQp1br8fhgECBCsRJjIEXmCUmkMRZ6+/Wd86UuX0HLct/nDfdews1+MTzhpnIAoiV8hdHH/rtKU0IhASjmgFyIf56XRWHARgkE5i4iP+BoHOIFAQUQBD5jzp99xyucvJnvMpUy97WzqjCNJfUvsiLbz2yJ9XYZJ1+H/VUUMvimQtj7YCjZ6ESkcWmdREuF0LyEpfO2Bi5fFDnU8RNIPSjij4hER4rDKp6AUKbF4ThAdEuGD0/gOIi9AERG4TiKVxioP48BqH0WEQaFFI8qAsfFfZdHgvBAxGj9Kxw21X0LrkCJpfAFUPg4sRFASYbw0DgEbEoilaDy8dB7PKrAeVkeIMnjiI4REFrR4CAFaR6hQYZwGr4BTBmc9tInwxOGUoAODEo+SciAl0s17cuJnT+Kt26azcFkedjEYZbH4aAsKh3gG32oiPEJdxIsiUB7WlDAofOLXFPFQUsLhIaoEoUOTxjOCUoKxJQSPSCmU0xjxsQKoEkYJSCrOs9AAEaINBh+fPEgJ8RQlLYg4Au0IlUaXg7umnQ/glC9/lkXX3cXzD9/EjKkhpaCVvU6/gu9991QmVhucdXG5fogWCy4dB2sWUClCLw6Sapp8Rk+op7qlmSgC/BSWPCYqgKTBd4RofE9jgUggsBYlIaEvhFRSoUCHQuibeLVVF2KNxUiAkSheqVYCImw8BDbqZP67C2iYchCnfOXT1Jk8lgxmW324Eol+1O89F2GcM46J8ljloXRACQhUEW0DRBTKWKwFrTSRUYDDANbl8Mjg6KKkq0lbg9LEiWphSOR7+OVlo51zaK1xzqGUQkTQOrki+H+dlL/GoxsUVgkaFT9W5SW8UUDfCI/y0uxOoZQgqryZAqG8XHh5j3hbHa9XoTYvqy9/QG0Kbdm0T1+QG5erpFyiAiXl11fv7RHv7zbt1/d18+MSFf/Nv3cElLdSfUdT/rm8Z/lcxBN9qXI5Hw7EhbiRVsoQFXpo78wRVNZQWxlsKkejypsL8ckqH9nmxbzvuAGJzyt9b8F7G334bJVf9sPnr2/bvpq/d47eO34+cGwgtkh7+0Z6evNxIOFnqGlopK4y+MDLSvmY9PvrpOISw0IXHZ3d6KCG6toq/M2Ou/xmbvb+9R1r+e9Nxedcb3bapO/3avN3K/7ZSfmVxNLbtZFcqKiuayBtLIJGqc3PSSKxY+j34MIhhFIgsAHKlBCVBlEoVQQJyIkjrRTKluIrIpNBiUEZCAGvpMArUtTpuMs3EorG4ghJWYM2/uZ93HGZ5QCjL+BIPryJ/6v6Pt6bfwY2/8gnn43+9975Vu/7p+qj3ptEYkfR/zkXVuJuVhugTCEO88OIvAoQ68hkPBQKK0WEFJ4YwCGlHtDZ+N65VZRUiJDHM9VorRA6CCWLh4eS+N53X29F8mFNJHZsSYCUSGzftkJwAZERcBblBON1s+ytWfz6wZc5eO/J7H/IIWR9H1xEXntksKh8kRl/m04hO4hJu40gHa3k2Ydu5YXZaxi0+6c49oj9acooREw5U35TnzbWWrTWiAjGJHczE4lEIpHY2rZCUoJFiUJph1aG9e++xV13PUrrsCG0DhnK76cuZUl7AaV68ZxAqZ3Xn7iFH37/bB6fF1IMi7z48O3Mtq3sfeBhLHnhIW7543N09QhKx3dEnHWICEopjDGbrmSstf1/eIlEIpFIJN5nK4wW0cQ3OnyEiHnTprOhOIiTjj6c5spqbvztrUwbfCyD9xhA4CI6N77Dw8/8ncjVU5VVSGEBf5kJB3zqAPaaWE9dRSO9xUoizxFJhFFmU+JmX4DR13uRSCQSiURi6+v34CIyYKIS2gsouR66VpQIq8eSrkqRMTCiay6r1+5HLy3Uehpd1cpJZ11AY3AvVWEv61aso1tg+gsP8twji0jVH8Qpnz+aqnSIEY11YIxBRDbdh03yLhKJRCKR2Hb69fJeiEd8oPzyE0VKHT7FdAZFGoWgXSepUoRfKoGKMBVtjBs+koF+jsirxXXOYv6cJ+ka8TFOPv1MRgeLmPrAU2zs1SidQinFO++8w3XXXceVV17JHXfcwfr16+PikvnBEolEIpHY6vq956JvxLfDYiRLqnUZAxcOI7QB1s/RZRqorRmA7wUgFk8p8jbHxoKHr7vJpAZSP+4I/m2fsUxorsANeJS5z81kVfdBDMhm0CYOIJqbmykUCkydOhWtNfvuuy9RFOGc++cVTCQSiURiB2Otpampiebm5m1Sfj8HF4KihCIANNqkaW4bQvsrr9DR/jEamwPWDtuVw0Zl8EwJQRPQgy5uIIPH6k5NZs9dGexm0bVmKcWqNpbnI6R5JM1BihCLcTBy5Eja2tqw1jJt2jQ2bNjAypUrcc4lwUUikUgk/k8REayNV/9tamraJmkC/RpcKMDDgQiREzxjGLvXMYxdfC/XXvULPnnY7hz12Y/TkJ/BY8/DxF32ZVhNGu1XUpHWNKQhWzmKE4+YzNQHr+eZUoBJt3DUpw+htiqN7+KpFY1v8P341ks2m8XzvE3JnUliZyKRSCT+L+nLQdyWuYf9GlwIYENBa1A6IiIgVdvGKZ87iQlzHC11iiEjqykt0zy2Js8EoISPTQ3giK9/mTBbR6bCY5cDj6FlQCPzClA7ZBLjWgZgFWDzqPJCQ0pBsVgkDMP4wDwPpRRhGCa5F4lEIpHYIfUFEB+cWK7v/22ln3suFL5KI6USXtoSqQARj2xlG/vukQZKYAusz2cY3JClweYAD6U9KocNAyAMC6T8SgZPOphBOMBHyhV3GrQqr49AHFB4nve+NUaSnotEIpFI7Kj+0TTy23p9rf5P6FQa5RmsRIgSRAsqTIEfxgsJaZ/MkHEcOdSnyosoiSJwFmsEhcF4ARYoYchEBsgTqgDf5HAqA+hN3T+bD0XtO6nW2mRYaiKRSCR2SP+oZ15EtmnOYb8HF3Hvgo/CEEURyuh4CeQIQk/hoamsrMIHIidEKHzn8MgDGZQJKboAX+l4FUgp4LsApytQSnDWonU8zXffYmVRFCU5F4lEIpH4kPfW2N265b23zu5HP7elbev2r99HizjVi5IKVKTxPY1SDrEhSqXi5YYRPAdWBK0VKelF6TRWa4xVYH18bdHisBjEVGMQxGq00pumAIf3dw/19WQk+RaJRCKR2NzWbhVk03f5p8/tSPo5uFAYMiitwQdfeXGklvJAaQJA6Tgy0BIvR6xVmnjK8Ey8IiqglQYVb4MyKARj4pyOzYO+zZNYkqAikUgkdmwKhXJC5CzKMyhdvqh0ghLQxlBU4IgwWFKi8JQmiuKLVW0Mjv67daBF8J0QGQ8dKbo9wdOQdlAIHdV+irwUt3i5fe3ftmwHt8IkWqbvh/I3FWdh8v6uqffSIsx7v9v0nPrANor/Lo2iL88iybdIJBKJHZMivkDVxEs+CKDjq9T41rgIaSfxdqKIDPQa8EXji8FpjXH9s8ClEE+BHSqhVzvSviZQjpRzBFqRNwVKNkIZf8uU9xFDT3fY0SKJRCKRSPQXAUSB5/tYsXEDq3V8w10cCBgMGo9AFD0ilEQIxOCJIucsnph+q59WmkBr8lERHwjE4ESTM44oXYFTARRLW6SszQOJbT0MFZLgIpFIJBL/j5JyxoJSgnMCAkrAuXiUoNJQ1CWKKKpDn0A0aSv4zgGOSEdxdNIPFFAgoqQUqUDjCRRKIaHycMrHCw3OOnbUMQc7ZHCxrSO2RCKRSGwFEgcYzjlEBKPjFbKtcxjPw1dQqXzWeRElDZUOqpTGaBCtqPR84hkZ+4cDjPJIS4TTITprSItBFywmKoEHBdny0cX2kHO4QwUXH+wWSiQSicQOTCk0Kk7eRGG0juc2MhrRilwhIpQ0YcrQoR0aS+CAyCIKfPGx/RRcCILBo0IydNpucqZENpXCFCMCDKJC8hLik+mX8re1HSq4+ChJkJFIJBI7pniuiHJiZ/liXUTQvof2Pd54ayZTb7qN8bqSohfSbgpkRWFKjqLSBF4Atn8SOhXgBELATwulKE+m16NY18weXzqZPafsQtDTDbJlyk8SOhOJRCKR2BIkHpGhlEIUiHUIgu97FBT0rFvNuNf+zjfxSSH0EJGNdyMknkHaSP8NRZXNvmugB497q7K0f2I/rJ5MdUnRtWUGiyQJnf3poxZuSZZcTyQSiR2TqPJoERendlotaNEYC/gGJ4Y2YCwhcfPep9znsTVSE5QCiftXClgataMLj7QT8l4/DYPdDiaQ3KGCC/hwxLato7dEIpFI9B9RcfutADQoq1Ai8eSLWrOp+VYQKdAunhdDsP0+FbhAPMG3ErRAEcEqhSiDRmGN2nQ7Z4uVWb49sq3bvh0uuOizrU9sIpFIJLYOpeIVOtRmj8s//MN9+ubI2NKN+//Eptmk+dc7Tz645PrmE0gmORdbyEclsyRBRiKRSOzANm+hVTxj5+b/9n/UjfFtsZ7HPypxS7VRHwwytrUdKrhIJBKJROKjiHy4t6Lv8db0/mUvttw6WNtLUNFnB50bLJFIJBL/Z5TbVaXU+7sI5P0jNj7Y/G6NBlko53Nupr961ben3vodsudi8xO8vZzoRCKRSPQDBeWFswF5/22Rf/LPv6M82qTf44vNRjGyWV4I7+WK/Msl/IM5LpKciy3sg4ktiUQikdhxbUroVOWVt/knjev2dfdgi9ge27r+Dy5cHCFqXf4uneRXzuPup+YwuHUYhx24L9pTiChClSOQSkSV2DhnNeuDKoYPrCWsKJIiwNvYy7RZ8xg7aTzZmjQFIEChRaB87yqKIgCCIKBYLALb54lPJBKJxL9GoVAKInGgwFcaIX4szhGgN0voVLh4DzQGpVw8F1I/BxuiFKbcRlkRnFJordHGoLRGbcG5mDZP6tzWczz1c86FgCrSl5vrXEShfT53/uEplq1YTbrC495XQ1b1xnO+QxqUouv1P/Mf3zqZP/9tITlfkSaFV4TH7vkxV1z1AHPWtQMRvuubkS2mlCIIApRSFItFjDFJYJFIJBI7LNnUBgiAi28PaGPiBvwf3PMQVJzg2c/3RARw4lAarMT1NMYQRdGmi99/lXNuUy+NtZYoiuL1VZTCmP5bTv6/0889F/HsJkqBuAgtIXNem8abS6s47axPMLK1kocvvp+ahsNoGt1CgMOums0vbr6Ll+ZvpF5X4zyFociaN17gob++QkfvHrjKDJDH2ErsZvfVRIQwDBERPM9LZuhMJBKJHZzSCqMVTsWBhkLQWsc9Bc5tymlwfe3Elphc4n9aN6UwSoM4jFaIc4TO4fs+lRUVdHeFyL94AWzKgZRzLg6otN50gR2G4RY6kv//+v22iLU+6BxaVUDUy8r5nVAzkda2oWT9Hlo73mDhyskUhg+kMuXAs+x30kkEMoKM6cEvCqEs5slXn2fcXp+gfkGKQHmEVOBr4hNZLktrTWVlJZWVldTW1uKcS4KLRCKR2IEpQGmNwyGRRRx4qYAgCMhWZenabFsRARX3pW+1IagKnBNMORtEiZBKpchWVSFbaF0T5xzWWjzPwxiDcy4+/mx2m/Xe93twoQCLw6BwYujsKOEF2fg+l2gqi53kO/NYHaLEI2wYzUH7N9Lz9GxWhHlcaTWvPvYS4aTD+EwL3HbdGzjn8PAQE2FtxLIly3h7ztv09PQwZ84cOjo6WLt2LZ7n4Zzb7sb/JhKJRGLLUFLujdCgBZwVTOATptLMef11do63At4/p4UQ92b0Z26AIDgnBBoiETw0Yh1vTJ9OOh8hzm7KE/zf6rsdsvl6Wn3BxcSJE2lqaop7crayfg8unEQgFaBBrMHL5Mn2hkQhWF8ITR2VFY1Yz4OiItAp8nhs7CyRUTXku1dx3x+fY9mYJXR2zOXVV/LIy5PY+ZP7UuWnMBq6urtYvHgx7e3trFy5clPZfYu3JMFFIpFI7HjK40Kw4tBG4SlNFDqMbwjTaVatWsXoD+wjUh6GKuUejH5sHuK1S96bmlwpRTEKWbNmDQv8Bdgo/JfbJ2MM1lq01hhjCMMQay2pVIrGxsYtcRj/K/0cXAjGhIhksKUS2vdoG9vKqw89iy3th61KM7duIscMrqdCKVwAJgRtu0hHOUpSIl3RxmfOP5V1a3sozYxIVy5lQHMdynjgFErDiBEjGDhwIIVCgfb2dkaMGMEee+yBtXZTsksikUgkdiwKhVYqHi2CYJTCRg7te0TpNK/W1WL/+hT03QYpBxZb6zpeoUArrCvXTRypIGD//ffnhEOPpKera4tMRW5tvDyb58VNehRFOOdoa2vbJr0WsDWGoioAh/IUThQTpuzLay9dy3XX/oR9Dz6CvT5zOGOjObz5d8WIKeNpDNIEPRUUU9WslRwqVcdee+6DiWBjk+LluYYxbUPIaI9Qinj4VFVVUVVVBUBlZSXZbJba2lqUUv9yl1MikUgktl8ahVPgxMaroaLxUikKvk86naZ3G9ZNytGMArRS5ZEjmurqahrq6/HMv97wi8imAKKvF6RvWoZMJvORE2xtDf0+WkSRRgS09rBOqBw4gWO/eg6vzpxHU7aCQ3dpxi54hydnraF51Ggaay0208hBXzmJsKKOjA+GFMpTpHfandO+P4qBdRVoEZTy2Hx+M2st+Xx+0/e+5xKJRCKx4xIFOEErQYsmdI5cFFIoljZt45wrz+YZzwHhtlJ761RcQbep4dcUSyV6C93k8iUU/3ob1bdGyeYjJEWEQqHwL7/2/9ZWmKFTI2KRvnlWtU/riInUNg3H931SWmj3s9QNEHwdgPJwnvf/sXfm8XFd5f1+3nPuvTMabZbl3XG8O3ZIcOIsZDVkgZIFAiGEljZsZS2llJalUCiUvf0VaAsNFEIpYUkJO2QhLEnYskAWJyQhqxOyOYnt2JYlzcy995zz++PcOzOSFTtEGktW7vP52JJG0sydO6N73vO+3/f7snzNCkQHeHGv70kOe+Zw4DPngMnm1TN2D69kJiV5a05BQUFBwfTFCzUdCuc3nCKIKESp0aNGso+u8XU7gwyXPZbNvvAaDIWIQmmvkZgI0UceVLSud60Zjclgr9h/j07ZAFQqFZRSOGvp7p3PurWL6OnqABTKCTZVaGWzt4r3ygi18tGZbt7fWOmeYq5IQUFBwdOITDHpPzRnizTXAPHiTchcOjNhp/gOk3bhsmOz2RGMOOTG8Y1/nWp9vq3r3rSeLZIHAM65hltYHlF5hSuE3fNYWPbWrVhBi0FQWAwiasSskCc7s36qzbYvKCgoKJh4GgPKWoILlZk3wuSPErGwS469sQHeJeQYH/kaORXma+21wWV5QNGabfAGWCmEIYHEKOdfAiUpSoeYlqF2o7MUY520sYKQIntRUFBQ8PTCZwxG7uJHlkfGvr0dx5ErAnKLct/+ms+Ibw5aGw9TKWOR034TrVGLfNMHPddEgNMOaxO0BDjJYjkRUiAadT9/7OMWFBQUFExjGgt0rsWTRgajFa/IyMSOLSFFO506c58LP2eLRiTTjszFWFNgp3XmIleu5rqL/KNIlrmwKbFyiBVQBqcUyoWgrC+NWJeluMbOVOzu5E32PPuCgoKCgjYj2X/ifY/EjtQe+GxBXiaXLJjwgcbe8LywWUijGJklmWjNxcj7nHz2WuYCRgYD1lqUCIjCilDSIYLFWIegEVcDFY2ps9hdyaNV1DJZ/b0FBQUFBXsPJ/m1f1dxY6MUQRZoOMhzF3m5om3HhReNuvwLxhKcti+4mNaZiyd6ol6EIyABJQQlAdAc7oKEBCIonvyJyk9sPhXuyfxOQUFBQcE+Tr6ctAYXKlsPyCsSDpt/3wlW0RREtPPQrA8wDL4zJcZSVuLnbQkj1rinQmvTBDSf/2TP1dprgs7RtLYIZYUSoKnwBf1Hp6taT27uc1EEFwUFBQXTl0aGOu8vZdRG1v9U1oaauWVmphN5NqNtxzbqcwFsnmHJjnO8gs7dZfSndeZiMikCi4KCgoLpTV76aF2sW8sOFmgMNs9+0GYDyyZirsfuyLtFFCNLMK3HON5DGC0DyD9O9vo3bYOLoixSUFBQ8DShtSxC89o/uhXVSTN70bitjYeVay2ctHaq+NzJWKZXT5XROpMiuJgAxhJtFj4XBQUFBU8j8sAi6xZBZFQAkaku8hRH5rjlaM78aActDa+t6sGs/N/+4KIoi7SBIrgoKCgoeJowStDJGItrbsWde0/4EeyCkzaLHp34xxnD/lvlBz5OniioKIKLCWYq9vwWFBQUFLSJPGuRfdnqjeQ1Fw6LNMogNhd0Ci2CjPYdm3XeAty13CjibcrdOAWdsGtwkd82mUzL4AIY0ZpTUFBQUDDNcYBqCjwByASdjWmozmW3OSQXdLZ5ERandtF1TORDTtVNdJuDC4ejjnMBEmviKCESjZDiTESsIEoF0RajwGbNpzo1CEKiFYGLsQKphESxwYUasmHrTmqIRLSakOQD0qZK9FZQUFBQ0F5EeU2F4HbdweODC4PDZIGHysoieQajrccm1gcymaWGER/QKJV1uUzAGtU6u0tr3Ri/Po3LIoK1IUosKEjFEBAgcYCYBMoaR8oAEZ2JPxplnJ93r0CRoERjMqMRwVF1KWVCnDV+9PoYJ6/V52Iy59kXFBQUFLQXh0OUN9cW5weqK6WQbHFtlkLANASd/kYrE+GPuYfjc77wYVt8NUSpxuKvZHxrVKvPRb7mTYV21LaXRZTTCJZY6oRoLIoAkMgQYDGBpmwFox2hi7Gmjo1KaBehnWYQRYeziOwA1QESYG2MsgFOItAj3xyjDUSKzEVBQUHB9CY30crHluV6BlqCi6YNeFYWoe3mnCPIyzMNXYhSKDV+Ey3YVWc4FTL3e8H+G0gdNnCEDoxzIAZ0iMYQO0WH9SkrhcKGGpxlQKVUCCiZKqkqg3RS0tCJxbo6VgegvEhm18ecGie3oKCgoKD9jA4umpmL5qLuiybO23CTlUsa/7UP58UdBPlxuFHBwDiDi9Fr3ej1b7LWwLZrLqykCAGIRkmMuAAJt/PQ1pBuldLT14UJSqhUUVeKUDROHN0obK1OgMOVa9Q31dmkanT3zqMr6mRYCdrUURJmKbEmRXBRUFBQ8PRBssChdbGWxu15YAFO+cDC4je+mQa0rTQmsrYMT0Oa5Xvc+NpVRjcuTJX1by90i8RgKqhQebGNM/z6lz/h/O/dwqnHHcGB609nXq+hK0ioSxlsSontXPn5i0iXHMcxz1nO5g1X8PUvXsLWUOjuWc1LXvdSVi7sQZTNklxNxoriCgoKCgqmKVmtQXLjLNeywIqMKIfQGLmerwuCabeiMxtN1gguJHcLnbipqDD12lHbGlw4IBVLqCEUMDZh043X8uOLbuHE557MgSuW8j/f38BZL17Buh6hUwJIdnLRf36I//i3H3D8v1/OYdX7+PdPnU9t7am87IhF3HHh+Xz/Zwt481l/Qm+lhBsjpdV6got21IKCgoJpTqMsQjPQaAkufGnEZR+zYZmO9htoATj/uIaW2SItRl9FcPEU8CmpkhdGWMAK9978S+KB/Vl/wrOZX1LIx77DxoO6OPjQFRAotj/8ILelEQsOOIIo2E6q5vPSV7+K2euezcoeRXLLJdy8scZgbSczyjPyB9qFIqgoKCgoeBrQcOUExhgHkRcdcr1D7tIJvoOj7d0iDfPxkcfidR8y7rzJVM3Ot70sookQAy50pNbw+IOaofkrEGsgjllQu5Oh+07HHGqIRFGaNZ+zznkDc7Z+mx21IcJgDsc8Zz4A2277Md+/+U5WnXEOMyoVwGTOZ17WGQQBQRBQqVTo6+vDWosxpt1PsaCgoKBgksitvJ2zKPGmVWG5RElruisVAiDO/qlMaJGKoPHGE+1cIfJlPwZK4lthBegtV+idMQNxVRzpuB9Ha41zDmttw+ciTVPCMBz3fT9V2t8tAiApIgGWFFSEC7yHBShsEFATIUajY6Gzeza9nd1cle6kbByR9oHDo/f8lHO/cD7lhady2hH7Uy4HOCcoga1bt7Jp0yaGh4fZsmULd955J2EYEgRBEVwUFBQUTFccOGtBSSNDYFNLWC6RlErct3EjGl+SsIDCIZnuwohD74UEd6A0VgskqS+PGMO9d9/Dr6+6iqTqxhVcOOcaQUVrSSQPLBYuXMjq1asnJbvRfp+L7FGshUiV6Oi3lO67G+QoDAH3q3kcsrCCDgN0alGk1NPtxBaqUqKu6vDgBr70mQtQS17Gm172fJb3p76OJSniAu644w6uuOIKdu7cyYYNG9i+fTsbN25EKVUEFwUFBQXTFdfSUqq8liKNU3QUYjo6uG/DBg6jddx6Pm/EoVraVNuFBRK8sVeSfT0U1/ndDTeyc8sjmJqMO3OhtSaOY7TWaK0xxhDHMd3d3axdu5ZVq1ah9VimDe2l/d0izlK3Gq0Mge5kxTOWc+m1P+Lqqw/kiINWUTnkCBb3K8xwiionuLSGSqtUY8uA0lRr9/CtT3yGe9Nn8KoTnk0XW3h4a4nuSp3OcieIsHLlSmbMmMHg4CCPPfYYxxxzDIcddhhxHBfai4KCgoJpjEIwzrtAB0rjjEWCgLRc5qqZM9l62WVe7+D8ZtdbgTeFFxMxOOwJyTIGSWopCYiDrs4ujj7mGE478XjSKhgbj+PuZUTmIl/vjDFEUcS8efMmzaW6/WURZ3GiURhsrFm87lDOfHSAr13yI6hv589feiylLXdyxU9u4+CTj2D/jk60tux/wGIWLuqhMhRy11BKvXs7P/je5+it1tjvqKM57eSjUGKwRujvn8Xs2bMBuOiii+L8HlIAACAASURBVFi8eDFr1qwhSZKGDWpBQUFBwfRDnDdhdFg0glYaHUUMK8XGG27gUfKyiODE6ywcrd0b7duAev8sReLAKaHuHAmw/5L9OfTgdQwODONkfNn11rkixhjCMERESJKEKIom5ok8BfaCz4VGK4fYAAKLino5/pQzKK16gBmdXayaU6ZWc2zb+Tj12KE7I+pBmeP/7AUEpX4qoeJVb3s/Q2YzaVXj0jKz58+hI+rCuBilvJ+6tb7ONDQ0xMDAADt37iRJEowxRXBRUFBQMB1x2Xj1QGOswaUpShRRRwdVrRkcHm50adiWIMI2hqG2f22wLluDRJFiSIyhVqszMLyDge1DoMY/8z3PWDjnCIKgEWhUKhU6OjrGff9PhbYHFw5IkxpaOlCBxbpuVGeJI9f2+++nMcPlmRx4QIlFESgHKMWMeQsBMK7GgWtWA6tH3KdLU1IiFKC1f4MopSiVSo0BLpNRZyooKCgo2Eu4bOcOfqOpBGtcYzpoGAQNXYUVQZxv/jTi/GTtXWwYJ/zwIMuYpNZ/VQr8smutJYoi0nGURYAR2sI8yEjTFBGZ3pkLESFUEWJTEmdwdJAIVFySZTMcasZ+HNQtdJYjdgp0UMKZKk6FxKIp2zq4ALHglKKuhZJyKBxOVNNrTaRxknNhS357QUFBQcE0Q0A5wVgfQmitG9NQ8x9omGi5likeLRNRbTslF/iAJnXG6zyA1FqMs2ilUdhxr095WST/PG9Lzf9NFu0viwgEOgBl0dloWZ+NCrxDGQE9lVLD3z0CNAqREBHlcxNiEOXTSvnPiAp2Ofg8FRQEQaPXt5iMWlBQUDB9ETKhpnhxp4gPLhqLLF5fYcSSOkEhWFHgDCB+mGYbj00yF1DjHFUgBUI0gSiGFcgERDetugug8fn0Di5yRDUCiEaIocCHEk1K+SfKH5oGEN34xaZZ6tgvSD4MJhdyTpZStqCgoKCg/fguVMGJQ7LJYCKCznfz5JoLr7vwnSPSaB1p5/LrsgcQ5XUeKSBKEYj2x6wUMs6prLkMYKyx65O5/u294GIvM9pjvaCgoKBg+tHQZUpz49mcLbLryPV8kFmzFbX9WJu3vLrGxldEUNJQlj5lxponMu1ni0wWYw1wKSgoKCiYfowVXEBzHcizFj6DIU3TLXwmY/y9GrunMQnVuaZpV8u8solYo1oHdU6VdW/aBRdFYFFQUFDw9EYao9bzj164mQ8qs5kOQpzvImknuezBNrImE5tVaDXPGn2fReaiDRQBRkFBQcH0Z3dlkWxOWZa1cN4C3CmvuRDfzWHHqXnYExaLiPJzRVzW/JofH0XmYp9irNpTQUFBQcH0Y/eaC18WMXgRp80W9zybILgR5lrtwADajdR8QNZ8IC31kXEyVta+yFy0galwcgsKCgoK2stuMxe06i38eHXfJGJxeYmkzcfnW2GbAY0/RB/4KKVwdmKCmyK4aAOt80NaPy8yFwUFBQXTm1YX79zSe0Q7JhADNjM9SMVmSgxIEKSNXhC5xkKLI3aKFIc4ixY/c0QmoFsEds3WP718LvYiUyFqKygoKCjYe4x1tc+LDvngMgSMAm2zgWfK0U4nCEfmmpl5XBhAXNaUKhP3yEqpEV4XMPnr37QLLqZSWqigoKCgoL2MyFy0/t/SipobaZHNEsk7NhzSVs1Fnrmw4lCuKS7N9KQNL45xPUZLp0ieuZ8Kws5pF1wUFBQUFDw9yBdo1xIgNDonpDlXpOl14YMJ1TJsvZ2Vg/yum4890rRLRn39VBirU2QqbKqnZXBRZC4KCgoKnia4llJ4y9d5t4gviZANDrNYIM3MtGw2JbWNh4bLdB2SGXY5ASeSHYFMhOQCYMySSJG5mEBGn9QiuCgoKCiYvjxhWQQaZRHfiuogG1TmXMOMGxlvXWI35JmT/FiMy7MY/lhUdnzjeowxGhqKskhBQUFBQcEE07qoNsoiIuAs1vnpqb5MIYx/eX9iWl1CrXONLErjOCfgMaZaxiJnWgYXU+HEFhQUFHjyfepUvS5JtoPfNxF21VzkONf0uci1Fd6lM7O0cu0siozUXOT6Cpd/YwJPeKsF+OjbJ4snFVw45xrnQpx/cepJQhiGfiR6y1kyDpQC6xJvEmKVr3sZi9ZCPtveOZ2143hzEScJEKCdajymqCq4ECshDlD1YSQoY7XCuISAwKeajCEI/FOx1seF+ajZyezzLSgoePoiOGI0SiKiNKHm6kSRYNMUEwQEViGpJQkndJ35o45QnCFwMYoAaxTGgejAdzM45+2zJ7Blsh349UnQmde3Mw6d2W0HyvtcpECa5ymcL4UoIBVQbbT/zs27gkCwqRA7Px4+0EG2xinUONaovPQRxzFKqRHroLV2CvtcOIdJDaIVZKYcaZoShAFaKT9RTrzTWRondERl/+LVLBIoH4VoGqYe2Z2O+CiuRmw6KAUaUCAwDHQwhDEBSvwbI0hipFTyP5NFOuL8Gyu/b2MMWuvGvziO/WMUmYyCgoK9jhACoUsQMQSBxmgBpUnxG6DQBYQIMllrgDgSHRJbSymIwDlsoBFr0LWYKAyp75Wh5ONAfO5CKQUW0jRFpLntVeSCTodCsrIIjVkfbR26ns03GbZ+sdVkM05yV04ZXz5LRLDWNgILYwzGGKIoQms9hTMXIohSiAhpkqCDABVojLPoQGGsxRlBi8WpgNgIJZ1iA8FoTWBTEHxUJZogDPGn1+GcBRTiQsIg4eaff4dLr/sDJJ284BWvZ+mCiJKEiLKE1iKR4tpLf4FesoJnrlxEGDji1BJo1TAQyUUsuTtZEASkabo3zmNBQUHBCByCkgQjNaxEBC7CDjnCsExZOaxLsNqg2u0//YTHB9qF4DqoSUpEAElM1aUQKqwGAoF0agcXKhczZp8rrZtCyaxbpDWEcAqcdY1JqW0N7FrEloifympbulnGm1jI17wgCNBaNzbb+ZpojBn/c3iK7LEsorRgsshIREitabieBeJwYjE6oqQdzhmMBOgAiIexUYhCNX7XZz4sQaAQUQhQR5Fs+D7f/fFNLHrmOgZvu4qvXHApb3nDc1nQFYFx1NPtXHzBV/jsZy7iFR/6d565ahFCiiiNKMFlzmRaa6y1pGmKUiqLYIusRUFBwd5HEKwKcTrEOUVihQ4ElaYYccRBjANCCSYvN2BSlEvRZYdULZGBWAxEHehyhcRawklLq/xxOGtxotDKl+IdzW4R/8+rHozzr41kt7W9FdU6wgBS61tRQ61BfGAQRQFJ8tQ3wPn6lm+i8421MQbnHOVyeQKexVPjSWguvOGIKL9wI4IWEGtBBYj2tavhoUFSYwhKZQKliaIK4FuAnHJZdJl9dNm4GAWpGebmn/yKgfKRnPGSs4ieGfLWj/6E+x47mrldHWhRbL7nbn5+9Y+xQwZVmemTHyZFdAljjI9Wcze2LBDKU0J5aaSgoKBg7+LQNkAlIUYbah2CLlvUkKHmLKgyZSs4SZkc1YWgxOFcAtaSaEdUiYiUxqaGklPUjUGCqbtBaw4oczhrUShENTMZSLMdNA8wbCZezW3B2/nscj+LxDgCUeAsibVZWcSRJAkyTk2LiBCGIUBjY621bpRIch3G3ma3j+rwNalAKTAOYx061Jm7mWP4sUe58XdX86Nvf5Ub7nqcISIimyClPp539l9y7NoDOfzQJShRGBsTqAAdBOAgNZZAKQITc9cDhsrBy9GuRvfsWexv6jz20DD1pQmV1NHbP49XvvG1XJTciKCoxymRUj76lKZ4MwgCSqUSPT09jUxGR0fHXjiNBQUFBbsjoIJf4FRnJ9GI75Um5YhamQXg1yda97qVUUe6LxEAPT09LcGFF+tZyT0v8iFm7SRrhshEpAZQWtHZ2UkgiqDS2dZHn0x2G1zkJiNJaghViNJCalK0Dtj6hwf51/e9j+/8/CrmLF/D0gVL2C9K2Z4qJK3y/c+9my/XA/7hPf/CC047ic6OEBGDNQlKBWitvF+Z3cFQOIOSKRE4RT1QRMmOrE6mQDl65i7isLlwbek20nrN9yvrDnQWhd50001ce+21bNu2jd/85jcMDAxw5ZVXEoZhIz1UUFBQsHcRIEWUQRmNSh1pOWBYGUo4ymmKtUKiK21Nze8OQ4qSlLIJ2QKosIOZMViTMCTDBKUAlepJObYni8OhspK4RqFEowNNXTluuPoa8pXMt4M6LI40Cym8/0U7j03QonDWELsUhbB9uMp3vvMdNt72OzSO1Izvtc91F7nmwhhDmqZ0dnayevVqTjzxxJaGir3HHvMljbkqzn/UonAmZnDzY3RJwCv+6u84+bQXsmJRPyUVkzoH8SA3/PpKrrp6A/fes5V6nNBdCYE4awAC5xQiYFU3fV0pA7VhnAsJbZ1UzUC6QwLREPj21lptJ6XhYbRNUaHOokGfTiyXy/T09KC1JgxDKpUKM2fObLSpFsFFQUHB3kcInKEmhiFdYl7aheqO+NmV32XH1/6Pl6gOXDpMnRJt7VjYzfE5MYSiedg4Nuw/h7VvfA19c5cTD9VRqkJpH9CsOedQYYA1BuXEl0a0IooCOrs62ZFlD1xmNDFC3Oloo4UWgMPg0CKIU4BBA5XODnpnzMClCW6CW2GVUsRxTBRFlEqlSdMd7lnQiUJpDZk/eqAUzirmrFjB33zkQ/Qu2q/lp/PEXx8nv+gcTj795dz7wDZ6uvLIN/RtrVnrlaAIwz5WLoi55o6ruGtgFeq3v+Sh/uX8SX+3TxamQFBDq5DtNUtXWvVBhShiqwi0cMABB7Bq1Sqstdx5552ceuqprF+/nnq93hCTFhQUFOxtAqeoi6WqHDNs6DdL1a088N/n86fZlAtIJu34sp49fodjsKOb01/0Eg5fsgYTW6wiS+RP7eundRbR2gv7rUWcIFqTBpq+Uplvfu6/iYXMMEv8Yi6+PBK0uV3EZccHglJC3UKlXOY5J5zES097Pi5JceNcn/LNc/4xb2yw1hIEwdQOLhq+7bm1qAro6JtJR99MwGHTFLRGiQIUxnr3MxVoli6dNebD5RqWwClWn3IWzxz+Bl/67BdQg4M8+yVHs3DgOn52zWKOOngJlSAmsTBj4XzCrgibxkgQggqb95cdW96GA1AqlSa1FaegoODpjUMIRNFFDErjUOhKF2WlwKY0HRcmBxFAOUIDlDpwUbe/PRAC5zDish331EWL9t0hSjUaBlSgvTOn8ec2IddceCxCKl5mYtpoopVjxBtGNkJJpVF4zxMzzqxVq+W3y+am5KLOyWTcMlKDryO5oQGu/u0Gos4lrF43l7Iueynubp6fA6pO6Np/LWe92DDz9kGivsWccPh83M2X8rs/wDPX7EcnZUrBDE4554VU959LSYXgNIF4U5Sc3Osij9omu8+3oKDg6Y1YhRNLqlK0BFilMGmamTdlC94kJgasQJBp16yzWONbGuM4BudwkqIk3MO9TAGUX1iVczgLoQhGK1JjvK7CNS24rXOIWO8mjWRzUtt6cN53yWbdk85hjQ8pbJqStqkklnfSTIbeAiYguBA0EjgGB+7kvH98D9Hxf8OHn/FCOiuClQRFwO7+eqwGUuhdcjQvXuJvqwPb7TwOXNZJuSxASCjdLDh0Lga8eZcoxFla59XmUVurxqIoiRQUFEwW+dhv1WiZbMmuGjshRkrtQPBiOzfJkzWfNK0j16WpFcx9LhwtDp3Zr+QdJO3uF6Hx+E29R2uypF3nd7Jft3EFFw5IjSLSKcZt597rr0ev2Ia1PlJKJSZEP+HAHgE6XMqQKtHBEJJ0IE7hwirR/GUc0dVNOQr8H5+LsMSIAZEAZFID/oKCgoI9ItkC3UozmHA4pyaxKJI3SjaHaTXKy1r5AxU1OVrTPwLnvErTzxhxDd8IR3MulsncMYFRwcXeKEpl492z2Sf5sQETsoi1jlfPZ2vlTFbWAiZiKqoYcEKlazGveOc7CQ9dT1TytTptoxGZhbF/39uH4wKcBjE1Sk4TLdgPhWm8IRwB1sUEynprV2canSfNu5JJn2FfUFBQsHtsYxGwI5QAex836qsR4kDJrKuneHAxAjd6WGXTobPhd5FtTK344Mq2db2Qhs8FWaAz8uiEiTrBU60rclzBhQBaObCKqLKUP33nuwiiLpKoBjjvW7/HO9GUrSGVyE9TRbBolDVY8TU0VIpRoS+xiM1eixRDiHqCvEgRaBQUFEw2gkIp5yeLNmdVZSkNb6xkJ9FeuzH+e6xvuFZ35amLiDQ0F+IsWGlMPRXVLIO0jsz0WQ0w2ZTUduKyNUplJbD80Xw2gyfM7P8xjBZ1tt42WYxfc2EDnFhcEFDujjBYQudniqCy8aW7wY+braNcyUeQEvjJdiIELhtyRh2nNGIVNYGSBaVTEgkZK+kz2Se1oKCgwOMa6fr8Wuhca851au02cySb5mn3tczFKEZaf+cmWv78+yDD0e5mEedyO8oWfWD2Ufa8RO6R0evdVFn/9hxcOJOpTwQnftHHganWKTlBdUaAosp2SnRhgMgGWZeI8PgOR3cXKGXRIjirssgdjI29ElkFKKuyqXYgSpFKlkpCgJI3IRHQ+CgVol3UHK1RW/71VDnRT5a8fgaTr/Yt2BU/fC9ttHsVFOwRIWvTp7GDzXfLFphURWeWRckvtUrldgMOQSHiJmRn3W7ylWL0GDIR3+xrHCQ+jwQYb54lWZdM24/MF2XEWep4/UdJstc+O88T8kitE1jH+Hpvs+fZItnJESMorXDiB5k9cvsdfPd/v0rH6gM49oy/5OCFM4AsptAD/Pbqn/GLX99Mwipe+9ozmdkbksQ1At0B+IFiKrCNQAGVd636glgALQrg0L+9FflngM9ajHUCm+Ns992QOw8q0jTliiuu4P7772+01ub9y7nd6778PKc6SimMMYgIS5cu5bDDDqOrq4skSbzdcPYaFBSMjb+eiZKGcrD12mQnOTEwuiwyYnHa60czfkTJiGAo/yxf4gWFYLA4jFOohqS1nWShjzOZ3waELrMjVxNnETp6HZzszc8eMxexeD8J7SyiIHQpItDTFbLpvtv5xiVfZb/LLuGQ2TOpC6T1KijDXXfczM5t+/HWdx9NR0mjBJwSmgPgFErpfSAm3ru0vkFEhO3bt/Otb32LmTNnsmTJEqrVKs45wjBs+HoUtI/c7e6BBx7g5ptvpre3l3Xr1jUCvOL8Fzxpsr9tJ00rapgCwcUYSGZGtS+8u0UkO59jH62FRpSR6SrJhZbeQbO9x5fnrGxLINMoi8i+cY6fCnscXBY68eUHEawxiBYshpkr9uevP/pPrL31Vq6/8nv87rfXsM0EiFLEffvxgrPfyDErjuI5zz2CKLIYl6KDEGcNIpowCnB7Qcg01csirZmXViFOflu1WkUpxQte8ALWrVtHHMcjFN1T/fnt6+SvxQ033MDFF19MtVoFGDEkaLJ3CAVTFz+5eeTueMRsiym6tORiQ0T2ibJIo9VzjPPZ1F1k9fj8/6w9tZ2DyxoHgENnxzE6BpqIa/joTc5UWBf2mLkIrQNjIdBYUcQto2P3P+hw/nxBL0MPbeHA572Vw5bNJiwFKB2xauXSxp0n1r89kzTxE+tUgPe/au8J2BdKI6MzFaPRWtPZ2UlfXx9RFBFFfgRykiSE4T7gnDdN6O3tpVKp0NHRAXg32H1R01MwOYxM1cuoHezkvYccI4Od1ttxTJAaYO8wQnORGZaRZQZaHTqd+EaCVmFnOzF566sTcmnvRL/krRvUPa0pe4s9BhdGmVzzg4jCGYfSgnK+cjWw8edc8u3vceh7X8Zr1+438ncBcdaXVERANErpLDVlULvzBn8aMTpzMRaNvvjsY5qmjaFsUz2A2pdxzhEEAXEck6Zpw04+12IU2aOCJ03+d05L5sLR9m6F3ZH7PzRotMsKkg/6moTjesrIrgtqM4Dy49bJAg2TBU/tvnxaAeWaZZF8eJoCWnQCE8JUCSzgSQQX1ptZYEyKEk0kgnIgaHAOkwRsvPUmbnzfW6hdcSTSO0BnOIOlh7+QFx+/klLgvJbFBThnM/e09irtJ/uk/jGMfjO0uq1Bc15K/nWehs+HshW75/bS+j7VWje+zoO84twX/LG4FhGnT5NPos9Fvhi7kUFG7iLQqg2ZquxOc9FqnGWzG7zFiLT0cbSX5uO0mmj5zIo4vwmfjuwxuNDOu2HqrIlH48A1DVTraT9dBy1h20O/5dILb2E4DCm5EieVDuW0Y1bREQqgsh5fH7E5l6BUkdJ/Miitsz/+kcYoSims2Y3MeJeLwugbnvjr3V1PRv/ULvcizb7uXX6vcXPLgiz+qvbEj7mnq9tEXf2eqF6bn3eVZdyaP1N06xQ8VZ6oHDGZOJnwjfSUoHGu3cjbyC6reyO4kL30WFOJJzVyXRBEZ++6/BUSHzT0rjmSj3/6XCqukw5JGbaO4e01Zi5aSYfK4pBMaBME+a6vNZXvWob3SMMt3H/fZbc1R8mO3qmPtXMc7RMxlRkrrd4q7IysAa2pZjtmLZCIou4sUQiB0STii3oav1aLcWANaaBAq+xFrgMRzYW9DqnGikZ0Xqn0LoI1YgKrCbRq/ryFOimiArzqowaEVFFELvEufmlAnAhBOEiqI5QLfd1WLHVjCNKQIBQS6gQSo9IQZ0NM6EhFE6YCxEgQeEdDk5KqKoErkTpBiUIZhVMpSguJVWiJsaIJbNByYUxJnUI7BdaRKkA5gtiLidMwRTmFIfCd0DjExuA0qQrQLkEZBSJeSa5ARxYrdUzip0YqpTBZD9lUdzAsmDxyHUAzeJWWf/liM4mZi1GP3rgqZ2URQU2mJORJIS4XaHqLLCX+mLPVA6Dh42Fc9vPiME6a9gftxAlGvBuoyXZSjV6GMco404U9m2iNXqBFaJ2j3jVrLuu7t/O1//42N9y3lTScwRnnvJqDV83HGYvLAgZrbMt8+VatgMu+HhlZ+u/nEpwmU8XadG9hrcUZUJmkWZQFCdAO9HAKoUGFvtRkjCNQIYny/dwoob7zMTY9PkTdDhNFfZhqDVSNmfOW0FspYS2o2qM8tGUb1WrE7AVLCDuct83d+QhbdgwybMrMnr+Q3ihg65aHGB4SwmQn4byV9HQJKlUMG0UpSEErb5hWTxEVYgLBuSraBiipZ46uQqo0ShRaIDYGHaTUJSKwmsTGaKfQaCQOcErhdN0PtRMBpZBYg/YiKaUD4uomHt0yQC2t0DdnJjO6yzjr9eHKCSatkyCgQmoWykbQKkaJo25DNIpApYgTlOT+LhofUztSUyVJDbnLnrExKK8hansvW8E0o3nt8pqGSQwu3NjBRTP42QfqIozOjI68vfWLXGehwI+Yp/2DyxTeNM3QnMQqjbBy6p/bp8q47b+rW3/HRz70dr73k22Uew3srHHrdfdQ+/gnOfnwmURjxAB5XCCZVedo5f3IAGKkDqG1DXM6uCQ+kXVr/jENI5RTlJ2v3KWmjtYRWgQqZQwtoZ72f0yBhpqklCVg0/Xf5/994fvct7WGuC7idICAhLkHnsnr/uovOGbNbO6//vt89DPfZeNmx4te/XZe8eITKFeEX17ydT73tcvYYufxtve+g5XyKF/49H/xu8fqSCp0POME/vrN53DiqlloYxAXE4YRO1wXXUpQgaAFDAGRdiQ6RAgIAEeECkBIMv2O8j/vYqxAROQvDM5htc/YaJVnUkIIDIEDJMLtfJAvnvtRvn/5zSQdB/JX7/4bznrWatCaxP80Kk4wugwaOggJJds+pHWUDdFRiKAIrcWiSQPfExWID34DV0LTi9NR9vqkkGjv3aKfZvnOgqfIyL/1psBv8siFjo4sW5G3ajbe0vvIGzvvOniCw23qHmzzhiywa/foOGmEE67RhZP7bUznPfI4gwvDYzdczFd+8Civ+tfzeP0J83FbNvLBV72Nr/zgtxx+8JHMKc/AuZHCuNFtMy7vJhlFfvLH8n94snXuqZ7haH1uYz0nESHFkmTfU4Rs3z7AN79xIY9vvpsomEEQC/UgIbaG2TNn89KzzqZnlndM3fnwb/npDy9m484SooQwjLHGkl7+Ox7TnXz+w6/CbLqTy3/6I+7ZAvW5R/GCE4+hp1LjZz/4Jhf+8FrczNU844df5hu//QXf/uVGht0OSialfsWPufmRh/mff/k71i+bC6kmMUKgFUrX2LnzccxgD8GCLkJtsTs3UbfduN4u7JbHidMqSW83vWEHMvA4VXrpnhmiTJ2BzZuJw4i+/pCAEqpaY2eiKJdmUBseZDgaYka5n5Kr8vDvf8pXzvsadzw+h+edcyYL584FtrN9e52hJKJv9mwqUSdBLWX7wBBhR4AyQzxSrdHdMZOeSszAju3UByN6Z81ASoAVSuZxduysE3UvxEpIoDWhyv9kBBHf+SSZC2NBwa747fSIajLNxW6yxXxOMrFj49IzSg9Fc4T5lGUX44jmh9ykqlVz0Rxk1rLgt5HcxOuJlqypvkY9VcadudBBL4vK8ODdN7OxL6U2cDsPJIY5sx1aBeRnVdTIoKC5kEpLucSXAfJAxBiL1uySsZhuE0/HmmiXo12CEotYr3ExQZlHBh7hR5/5FCtuvY2FaARDF/AIcNGCeRy3/hhmzp3lgzpiVFc3p7zyX3ndi9YwM4hxtQf51DveyQ8uuZw73/wyjursom9uP70dHTy2bTMPDg6xePPtDA6XOWzVTO6YPZubbvwpN/3qJg544Tt456v/hIVhjV9+6+tccv8gmzdb6stCQqXRSlHZ9Hu+/MX/4Hu/uJ2haoklLz6Hd7zhbIYvO5evXHQX2zQ8vqmbOXO2E3d1U7GWzXdt51nnvIdTD7f84Auf4+fX3Yfp7OfFr3obr3zZerbe+gM+dd6V7IxDHtn0AGtOeDXvePPZdG+/jE9++nP8/oGdlLv6KHUuoCupc8kXP8d/f+sadtYcq489i7e85Q2s6buNL3/yPDY8UKU2+CCPdxzJe97+Ym4GuAAAIABJREFUtzx7bYWfXPgJvv3dhzj9be/hzOceRKjg59/4Ev/5jes5+23/zOoFFUpBHWVi/1oRQSDZ/JuCgrFpbKhH1R7ywMJXOyfvOubwgYUb3S6SB0X7StycZwEyrUgreUeIy2onjW/vpT/d0WUXEUGUZHqvfSY39EczzuBCM+fwF/ORd2/in8/9CH/xnymp6+TI087h9WceyYyo2/+YjMw0tLZcjgwm0uwn/Ne5l0Du55AzXUoisHtBKoAyCUqDZPFXCsRiWIzl5QgLQsNAAl0otlLisbKmRr4AgtIVrA6pbr2bxx6ssDXohO0b2bJ1J7MXd9NVLpO6KnXXyUGHrKEaP8r9A0Os2HQjtY6lHL86ZevDQ/TPPoQFfX9g8+3Xcuetyxg+YCWnveX9vLrSQ6VvFs5AqhR6+F7+92Pv499/chcHHX8qh8wY4Ntf/RKfpsr+d1/G+V++nmj1Ok448WzCHd/ne+d9h3T+wZxw1GnMHLqOz73/a1x0XZ2D1q+jfuPlfPzt70B1Xcgz09u4+P++zP0sYf2Jx7F02WJKgaDKM+jq6EW0Ri1YwtyeHVz6X+/nG9+6mu4Vy9m/bwff+uyn2FqfzT++2XHVry7kwiu3sHb9SZx00kH095SAMuV0Kz+99AIeW3YMxx93EIvcH/jO/36R7/xS8by3RuhSHa2qKJsA4AiwQKB2syUpKMhp+TNXCE6BNWCcm9TVOy+H7LLCqX2n1NfIZo/Z7TW6W6SpJWm2hrb3BRDIBtWNpV/Z99ewJ2LcmQvX0cnyI07mTa/t56atQ/SVV/KCM85g1X4RuBSHytr4XGPQE3gTqDAMR3V+jFUyGWmPnQcU07X9b7TmIiAgxlJT/vmWgJCAoVBzNY4FBGxV1gs/JWVbRwWxpezOwGqhW8dcecEnuPICQLopz57J/GXP521vOYdnzCux+ZodxHVYsuYwkjtu4J677qJ38z0MlGYzp3sQde+dPOuUV3L2ESv50n99kve//U2g5nD0qafysleew0ue9yx6JSAV2HHHVVzw3UvZvvoVnPmal/Ds7gEeueav+cq5X+SEg6rovmWc/bZ/48OvO4GbvngHF//wNo591bv53Lv+jI2feT3vu+wa1r/7Av7rHX/K0Iavcc5LX8+5532Jvzuxyuz+fg587t/z8Y+8gQP6Q6xz6P5j+Zu/+DMu/dGNzD/rHF5z+mLe/5J3UV3xcj573vtZN2uAf/7rV/Gpr53P6tXPp1TpZ+7KdfzDR87lT49bDiSA4qQzXslJF/yYK6+6hvs2vZGeoSu48e7NnP7yD/D8Zy1j88arqdXqpDQvZGKN792bJhm0gjbS0h3gOxlcU0w4iZcyB1knA6PMvNyoj1OcPWSA8syFcw5xTTtwO2ZIMrH4se7SKD09XfTf4wwuLI/f/lM+8N6LOf6tH+fDfzkru91A6ki1IM6L8Ubv0Ou1OjZNKWV2ys56gy0RRWodw4ODdFU6CAJ/iHGSUh0apLe3p9mMnQeD04An0lxY3YEzoEnJLgWUdIlNTlMHFiYhKTVcWTNYS3g8hZJEjWg9DiwkZZYfdhzrDi5x8w8v4yGZx5+97f288exD6QHuNyE2HqSjfyVruu/jgTuvRTZtoXvR8fSpB5HadpJKN2f/9T9y3Ppj+NrFl7P50ZgNl5/Hu97wGwbP+zJ/f8bhlEnZdu9WtqteHv/9j/jgG66gbGHH8HZ6Bjq59/4tDPcfwSErl9MlkNS2Y6KZHLBqDT1l+PUtd1CLFnP6iQfRH0D/4c/mpEPW8Pm7rmbjQf1US7NYtGoF+/WHCCliwemAckcXpbBEiYidf3iIB6tDHHrK8SxfMZeAuZz+nEP46iU/5tENy6jvTJm98jD2X7wESMGBcZbygqN43rOP5PJzb+R3t99O7aFf8RCLedEpJ7O4AtsSh1JdpJnmQimHSk2mCyucZieavZy53gs0L1S5SyQ03Rsnk937L+y7r0CuuciDuPya2LI9yH6yvc/RB5Cu+Tk+8+6PZd89v3tinMGFEA4PcOuvf8amBReytu8ogkoniY2ZM2sxs2b2EJJifGMkSgmQcuu1P+ZHV/2eA555BIcf8Szm9JSoE1MGbG2Yn170PW5/YBNJ5wpe+uens2Dobr7+zZ9w305H36oDePnzT2V2R0BKgiZoKJxbMyOt5ZZ9kTxjk7oURGdn0KfwlHL0GMtaYFkAg6kQORhAs5kUG3iZmAVQDmMS1r/073nvm9dw37Gf4G8/cCG/+N5XOWf9cvrm9RCEGnFCR0cvq45YwjU/+THX3S+c9q4DOODxW+ioDvDtj76HR278E4477VTOfPXr6AxL/KzvOm76wOVc97u72Xz6YSxSUO+AYTPIjJ4jeMlZJ9PbV2PT5oeIqgt44Lef595kJ6J8aYEgpBQNk1QTakA0q0KQ1NjycPZHP3gv9z+0HdV9EP39EKiYaj3GGEAbUtFEQD2JSQOHqyuUMkhkefjhAZLsSnLnA4+wWWvm9S9kKKxQC2NwdaADjGGnOCqUOOXUU/j6hRv45fe+zM8euIXeZxzHUUcuB7zGwjjtRyRnWPHdK/tyfJsffZo1z2j8ziprkvE/087rn+T1/kz0mNWjY/wOM0TAZXp+pXxieVQ7+lTOYub7YuUc1jqUEoLs1oR8cNbkHr91flYU0kzSW+cQlA989pE3uHMOaxwifv5V3gnTOHyXb88yISuuMXOkbceEv2YL/nXO3+MqaPTlTMjj5G7NrcZ+k73+jbssMmQctd4t/Pr8j3DOL7oxYZkZbiZHvfLdfPBNJ1MqO5IEVOhf0G33/4ZLv3Mxevnh9PT38+XLNvLik5ewuC9ATJ1bL/8/rtywgzUr+rj95mv4v+9pVj58Lfcky1m8bBZ3b/gp30q6edlpx9PblYk8bVMwaq1tWDNP5YvOaJ7oWB0JgRKU9eLYOppaWmOV05yCsFKnDFpHKbYMS4XbxGDEJ+81oLZtZXhwJ9LVSX/XQpa95u387X2P8vp/+xRv613OZz76RioMYobqDNkyyw5fyM7/3MD19+zPG/ebR+fmGgP1hPK2P/D5D76T//nK+axftZioUmLT76+n3rOIZ6zoo1sDBCw47CiOO3gJF9/h6Jq/gANmD3Lb1b+ma9USls7rxN39CDvrdQCSdJDqtseppjEWeO4pz+eLF17OeZ/4EPLo83j8+gv57i1VzvzYy1i78ALO2/Qg9aRErnpAvAalngxghjczMDjEnENO5LhDD+ezF36aj8xIOKRvG5/8wi+Yf+wbeP5JK/n0Tx/jcTdEUveRh8URiJBax7x1p3HKc77L5775ee6SpbzlA8/hmQt8icmikUAIcxWWxQd9+3pJxPiFOwl8mV2Ly0zBHGnmMxOIbl/yWHztW5z1gYaoxsIAltwru1UQ3qrX8ncxdV8Dv5a4bHHxtylrSCwkeGO4dBJ7Rnw1Qag7R9X5yZ254NT7QUzxvbWjmQUQ38G1a8dL9qOZ5CHPYODaXxbJYgmUBP49jiHFZf7q3mtDJkB3MVaDw2QHGeMOLsqdK3jhn72GTTsUJaUpm4SK0ixbMRurUurGELkQAZI05Y7rruThwaW88y9ezbyK4Zuf/wy3LHsZy9fOw5lNXHXpTfQf97e86Ow17LjsS3zsfy/mui0lnv9vr+K1h5S59txf8cVrHuSUkxL6usq+oyR3r8yyFmEYTnrUNlEYHSJxShB7sasFksSxZTjmVhxD9YQO/Au5mWEe3zaIq/mLlQC9lWV077eCKNxKmgLBAv78LX/P9Zv+wHk//hG/evkLeW7nfBYvXEhP7yyWL66weuVq7ut6JgfOn0u0MWDG4lWc+dZ3sf+22/ifT3+day+7iFgcvcvW8xcffCOvet4RzFCWqtHMmHMk73jvvxB86MP8xwf+Bpsq5uy3lle/8CCwK9jvzseYEfq3XdDTz4KlK+ntDgksLFl/Jh/5p+3867nn84n3Xc5AaRYnv+advPsVJ2N+ewWz5u3HzL5SdjHQRChqQNzRw/zZc6kEIR2zVvC6d3yAx4bey4Vf/iDf3GlZdshLeev73sSRS6+np7uX+d1z6Qgzt1iELud37pQWcNILnst3f3Iz8dy1nLr+MLqyiodkHgAmW9Cmy/vLe6M4IgSnHNZZUpciSuOXlpz2LOB5S6bKshICYB2RtYg4UJmmJW8vbLmIjtZkTUUk1wIohZLmxM4w0khi/S560jUXPvgplzv8uRTvOutSC4Ga2rk5AWwz+FS6RQwPKFEjjLJGNe00A4024rIsYGq9kVYUaKxxGNvq3TM+tNZYazHGoPXU2PSMO7jo6qyjH1Oc+Oq/50+PGjkVNaWGTRU2TNA2QGo7eWDjING8EwnFQDrMqp0b2PrwySRr56Hjzdy9YzZrFs0FgZ5uxwznmHPEgWz51f9w/o1dPPpgiWNPWsecbp2lm5oXm/yk5jua6UAYREgYYEL/J9DhoC/qouOkY7jqD73cEs4iTBwmSEmNpXf2PGZ0zQTAYpl3zF/ykU8dz9yVK+ghwdmQ0ty1/N0/fIKjT3mENQsiuitn80//cjRdq1fSOR/e+J5/5Qw3lzWLZiLPeTkfX3Amq446lmU9p3Dk2uO5++FHcEFAed4hrDtuNbNJiJ0Bp7ExrDz2FD58bolnX3UX22oV1h11HIcctJRH7ull0XEDHHrQbLCGZxz7Jj7wHzvZb9VSNA4TLOKk1/wDC59xJNfcshE9bzXPOfE4FnWG7Fh5Dv/0yefSs2wFXaqOsyGgCF2V/hXH8Lcf+yx69io6UsusI57Pxz7dx2nX/55HhsqsPeZUDl/Vi6pZXveO/+SMznksma2xmR6ohsIpg45j1hx1Oh/53BpqHXM5bNWCbIfjpu+IdfFXZ21UJo5SRLLr3J92PWvfYD3q3hWgnpyOZd94PaQh+hVAicbgO0WStvtD7vHISJwXlypjGmOjFGoCVoe9hBr7PaDwG01olid8tjLr2xireaMNOPElMa3EOyI7EC2Z++/E6bVGb3jyQGOyGPfbJ975B6744VfZuPQUjlk9i46gSlmVKKsKYUkDATE1NBotMSbphlIX2qZ4sb0mjhNsYNAuolry0psuUgZlJ1IydEZbGHqkzr1lyx0P7eC0ng4CiRASRGtuueUWrr76amq1Gr/5zW+oVqv85je/abyx9lVEhC2P7+CRhx8kaDwVx9zZM/nL9/wDW6pbIJgNiSONYsoOusNO5s+bT905nK0TLVzFaQtXAVC1Q34TGIcsX/kslq/095cwh2fPPxjwE0MOOf45HAJYl6KWHM/zl/g/3jhNOHD9yRzYOEID1CGxQEQgCU45Yhcxc9lxvGzZic0nYxP2X34E+y8HqEI9Ztbyozl9uT+G2KQ4F5IoxeqjT2H10fnTNRhTp2fpwZyw9GD81WAI6zQioBE6Zy7hOX+yxF8nTA0MzF12FC9ZdpR/aEBiiw0Xse7ERdltKdZB4FQjXe3EEPWtYP3zVmZnGtLUEGhFuVzmwQcf5IILLmDDhg1Uq9VdWqT3RQwJOEtnXGFnpKjaKnNigwSOet2CaD+jpk0oB6HSJEpInEHZFBFHNyW2o9gmMf1ao7QGa5sakWzcfRiFU1pz6JyAWMQarFXQ18tNP/8FPbHBioBojE33fEdtIhc9inPc+8BDfPWrX+OGrpkMuipKArAJoqZulCEADlJrQGX+R8bPwkq05sZrr86CV5d1aTTLPE5yMWubW1HFEVtDp9J06ICtg4NcctElPHj3A2CHUSoa1/3negvnXGODXavVKJfLrFixgpNOOmlSMq3jftdsGzQ8MLiFaz/9jzzyi/nEMkyfmsHRL3w7b3zFOjoDUFaDVhB10tlVo/7wo6AjJKizmRksnjWHAIXSZeabRyht20xMP0NqAdsfeYgfPzaDd33yrZy8X8RF//Hf3PSj6zjh4IXMjzQmNQRBQH9/P9u2baOzs5P+/n76+/sn4vxMKiJCnEJJa3TivSucgAqF1UtXACvG/D3rIMGhbYD/LPTlFB0RJhYtBmscTlKUCqmiIY0JlcOpCJM6lFgQgzMBdZUSOoVyAUNJHa1CtFKEroZDIzoktBADLkjRKEwSkersDeYSFIbEWpQJUDpA6ZTEWsRZIhOT6ohIg6NGbBJiXaEjcaRWo9UQVhkwFb8D1BHaCGhH6iJUmuAiRSJC4EBZRSoOa4WSGQAdgZRx4qjZKpENQcQHGAhlJRgTQFDCOZuJwvJdpsvquP71qFQqdHZ20tHRsU/U/PeEWEOiA8oSsfEPd3HHV85n3e/vYDH4gW1O0V53c4dGiBG88brDaCjbkKqz3HrgKladcw5rliwBa7FJihKFaOVFh3tp9/lUsU4IQvn/7L15tG1Xdd75m2vtfc65zbvvqe8b1IMkJNEoYAwYhDEYkdCYzo5xbCd2UekqqYpHVZLh8kjFGaOckaRCTBync2IbUsQ2Nk0ZG1s2tiGAwfQgox4JPXVP0mvvvefsveasP9Zae+9733t6ku7d75z7fD7GE7c/a6+z91rfmvOb38SqivEk4AcDRgsLeBFq4tM5zeErMEkql3JYsrKywsLiImUxAo0W+DbjXgyxbbkiKbXm1EPhqDAWFxc3VIpkRG+PXDfS49gky4Zi9BMnOOdYWBixsmsJJwO2ug1nUpHTIgCLi4uMRiOWlpa24SqeHbZMLorTruUtP/L3WecQYVKxdvh0KIeEweGogvZKURWoKBSLXPW8s/jYZz7LV75xNdc9Z5kjl72GC84rEAUnp/H851T82Ve/yJ3P8XzlM99kcvX1XPKdJfbfs8rBlQGFm7B7CZSA6BAnyjXXXMM111wDwF133cWtt97KTTfdtOXJmQUcOrDGzz18fxQBAaKAKWtVhXMDzGnUBqkRD5gOgmOIgRRgQvABp8qSljgJ1C6eGJ0MEa1SuVZJogcEVZxfR90IXwcmTsALo1Qg7iUQRKh0Cedi+gvvKSghKDjFBAZ1fPDHrsR7GLh1qByrlPjSGFiFWUC9p5SCuoKhi5qKSa0EF7ASpCpxwae/FfApvBk02eC4GHY0c4jFRmfBSYxsVQXjosAV6wxqh3hBnWFaROdTH6J62wQLAfOCSRE/t3FsTAasra1xwQUX8OY3v5lrr712GrdC7/jTe77Op277bW69/Vtc1SggTkbY3o7+1Gruxlg692z+0jvfwc2XXnYSxnFysHu4wKff9/OxmVU6TU8LBtQYq8DZZ53FO975Tq7as2dq49lunLF7ha+8732NBTdkjUvHFrzH6TdATBh4DyGwFpRdoxGvf/3red33vPqEv7+TseVS1Auv+S5+7t+8mIfu/xaH5WLOH9Qc3n06u0frDMYlWKAqCpwpXuCqF7+K1/35b/GxD72f/a98OW9+2/dwNp/ik39i3PjiV3LzO3+Mb/333+Wjv/xV9i2fztv/5t/ggm/cxQc++gHe9wXwgzN4619+BXuWF6gZ492AOtQUvqCua+q65siRIzu+FDVjbf9hVidjJkXSlagQJKBuglAy0oKxaVJNE0ODTmKrcW94C9RmFAF8EUOHawJD8QwUUGXoA+pKgpSU0QsYFaE2UA8LwWFaM/ZC4YeIreJUUimmIsFhzuNCjZgycQO8mxALjwc4v45XR10v4JxHfIWpICoEPOI9XmNkZhI8vvAMURwBFwSVBQ47ZbE2JFRxv/MejZlhFMUsUJpDiiTqDYp3NWsjhwVHUdcYQ7QqUA/BCwOzGKqmwjslmI9dVlFiP9VIzmIjVsdkMmFtbQ3YWN2zkyMXBGUdY+Q9a9U6+6k4DOBLapvE0tAeX96Iavaa2GNoQNzsShnypK3zeKgZpzkPIeDFN7FwTVGLWW55H8PuimiNUeK8UNU1XWOladZj5M1PiKmmw6ursGcPAcWC4sUQN8Pp5VTCLC7OolqMhCGx1PfQkSPdH97YLE76F9N2vTU0dYOrDMapYi7Wu2097dTVGXaFzju6WsSF/Xz6d9/He//lR3n8jFfznjc+jy8/+Thv/Cs/yovPGjXGaV48oLiVq3jzu3+I5f/xTc664GJuep5j7x2O++6+k8uvu5nLrnwV73yb5+t37Gfh6pt5xZXnwlVX8vZzRtyzf8z5V72EF115Tmy2k+4O12msUxTFhsncSeWomyEiqIsuIRbiNdVaYwKL5SJWx8XZO8MnF1TDMA/mXPIQCHjzSOFQ0eQdAC6HY11JgcXTPA5vipSOICMKBLyjsDjXFQ41cMSyWJ/CfQMpY95SAuaLGLa2GvOAGJ7U/EgLcDByYOoxcbH/iUVNliuifMMwCieIFWCOWsA7Qzx4i+TBAO8E05jXLpzDuUiKME3pmBJc3LAKWUjfI15X0/bRp4JUwBXxe6Zo2vS6634OPeb3Jpd67Wi4tBgD3kaIxDAyaohJWqj7u0YllqJ6iymEOA4h9tIF74tUuRJLztWl/DLSmE/N8ntgySdiQ/MvDSAw1ijonKYFmxHjlRVgSuw0TOJvzmMWplvOciIkBzCzKJzE4jomiRR3a10shSkkCzWAvqNGkl64skARm69jYk3VmW2jqjTve6rakItpHrC3SC5qnrjj9/ilX/xDli64lrW1e6hOv4UHPvSv+IXHz+WKf/BmTpcBLe9NldO7LuW133dp/JJOcEvXcN01I84oPApccNUrSBrE9GtDbvju13FD90uAY9AVYsc/d4qVClphFL5g5EYAuMLh3AgNGssIRShoNQENJL25UnbE1JFwjPKnPv4nPoT5R1JZb3fJKyKhGKa/S26HDrFGOx8m0wmnAHDD9mMWwEGrCywbk9X23oiiprK70krR/I1lfBpvp7tu+tR3bmMHIK752YV2EMnIrfNqjVBt0E4HgHSuXvK0uA0lXtnOfkdHLQCQuJkLBBngND+v0RZd6ZdAGYLLHtjJTVHMgVTp2OcawZ13iRLnKdfuTjibyF2dTbrPZxQXBiA4mapmJKdF1i1GMMo0RocQTBApmGlRSyIRDVUQa7hwjBh0vm/SeKiYWjIvOwnhC9JBMb3n+cAdv+625eW7Ds+bu4dPa43acuRi7ciDPP6wcv133Uz41kf50h1fpnzUOFJ56qezvxusLI+45rnPZXnXYqy7NsBi6c5fdNR1zdraGuvj9Q2hrvFkHK3R587TvSKLpdbW1jh06FAjmDpVsPHc1G1AHeM5rvmpfpDFbph0XvtpKEgt/t5MezAcBznPb5ZcIqe8eefQ/WYi2aoSdt4cd2GbPu5u5rnHS5/oxNHjf60TbbOdP7/HwxbJRcEZV93Kj7/+8/xfv/4vuOPOBxl9/DO87Hvfw9/60ddx2sLTKLERYbS4xGI5bG/lbZzrWQ6Zngi5OmFtbY0PfOADfOYznyGEQF3XG35mjn5RFAV33303qsrKygoQSV/ue7Oz77GjF7fNV9P31eURWOdf1NI8LY4x2/MvR28dam3TsnoGhh7ozPNRy4nNdFYEaLloU1p6bNI5rcs44T28xQme1T1g6w6dp13BrX//Zxg///c5tC+K7J732rfxkkuXsXAE8ws8pb2pcxs6nZpJajQpp4wo89lCVTn99NN5xzvewXe+8x0GgwFVVRFCLL+ddXfCUwnPf/7zufzyy7noooua+/JUSIvEdS2Hh9v/y1A2dGfY/tdP0ZEseBPzR5tqHf+X439m+S1QOLpeVjCLUr7tMX9+9lBiOWxgc11QN2UwyxPcwjr/fSbYGVe387BlclEr+JUreetbrtz49dUKNxgjMet9XJhJQyRiyH/aj9vs4ZZbbpn2EObo4FRygIU2TJyTInl5zuV7fToxNEr6tOEa8SRddL6/+Tfyz+2UTaFNL0UY0ZK6BkJWI04JKtH6vrYshk65eqVnWrnNeBoD3T7p5DND3697osjHjtVcFC5ALdTFGANKW2DdFPGC+N0nJApm+eKzGGW6IpRZQxYO5kqFU6YEcofAOUcIofn/3HmwqqrGoXOmw/LPBNJdqAylFcD1hZzWiKQm6y4EkKNIzYZ8+U7RXKThmWkn3dtJizBduWQkc6mB12bGlruX7XDIpo9b8adwjKzg9uNUWR+eIbbB19VhAYoiRigmssZQFpChIzSPzvHfPXFuQy1ud6H+i5wSycgEoq7rDXO0uSxyjn7QnescXcuVI6cibENaJAste33FtEI8/dLAaZ1Atw+SYgKRwE2z5XombK2oM49w50SGngo5+iKkg2uio821nQSL16b/VUrjnQrz+nRwYnJh7QcqY4whsTjM8dBdf8ov/9rHecGtf48Xn7GXX3nvv+Pz+x7lu970d/jB176EXYMqRS6e/nQ+U0JxrChHJiingg9BJl5PFcHY6dc4y+i29846l1PK66KT9nC2ceOODZ76V9O3qZH8uR39A2x6rtPv5I9nFW3xqWsiLSZKLTAx2ojBlGASUzMxBWbkzmWmbTJn5u9vawlSvidSSLwRe7al8/neySTDjr7ftn142XPjWEbq/b7/0zx4noBcGGZVdGiLTS+TiRLU++/gv73vZ/kPtz3Mz7327fz6v/+/+dn3/R4XXrHMF7/5cwzL9/KDrzmHoX9qshBrfv+icLlnh66wVRvzlRl/4E8hdEuAN399p0ORxiTLG0izgUMQwWGNuVUfyCI8hyRRYT7ZWbtR0JKKjbYQOyOGIQZBHJLvI1Fqc4wJ6JQFkwbUxL4u3WHEzz1tq7gZhbWFAA15U4tFAQCdSEW+n3IUQ5CGTPWJXNKbo3MzPZ/biBOGCdStoTaOUxOGFETb5sfu+1P+4Hfu4E3/+Gf5nrMf5/c/9Ptc/5M/x7/71ffzvaO7uO0TX+LQ6l+UaZxjjh2MY+7PcTnuNn3q5Z889dmiy9925hmkK5GVzpfi1xQIMsV/aQyby35zpmbmp1yOczrvfK0hF9a9Hut8r9//uQ2vuAmnaNQCnkZaRBihGu2X0TEi0RVzdXWden0PN11/Pfu+/N/480cG/I0f/CvceGXNL1NzODxJJdPw7HVgAAAgAElEQVTJS58KJ8o55jg5aE9uXb2FiRBSlLJfQWcr3FQRBEUS45j1lMezh6BpfgPT1fupQI1GktHhQTkmJBwtrJ1FSPPfNk2+MR0SWwyotZqHk0mgMrHZrJc9lXECciGgw7jABHDeU2u0cT7j4qu46JrAf/pffoJffeRrrF71eq4bfoP/8o/+FR+4o+A9f+cy9iyelGs4LuYkY445ToCOZiQHb5VkTZ12mH4dJPPZMWs88oaW9AjHWvltUyRghtGQtc5WF+c4tlyvm+9NB2pQSfbc2AlJpk3IaRHJaZGj0ZCJ1HtkcySj9wN+mtRnpj7c+Xga6knFSZsHrdODseeCG3n3334Ty4ce5L7Tb+CnfvbvcN3uim/e/zg/9A/+d37se29kwU12BOudY4452tNfjNrH/hcxZC49/rOGzChGIGovAho3PDt6QdbOR7oDzn/dxAgky+/k0lnPyD+Fo0pR2/P/7KN7j2wQuyfC4eInLbEgRjKyqLOvf1nOeawY/qlONE6YFnGuJoQKXxQoq3hZicrO9V28/PX/K5c+94d5eGTceN6F1JNLeM//84tced5lUMFEa8opV5POoxdzzHF8WBa2JbRRixi27/31rT3Vt33IWh+I9IX25+lEWdKuPcsHmA1yyKZ0JKZFWvI2PcT3W5pW5BvSIqqoBGbd7KKR9VomEwKqsUuhbazQcGnLdyRRp/WblmqIzaavQTvorb7+scTmXWPKaeGE5CJYbLtrCk6GYIIT48Bjn+G//fvbeHBUMpo8yi89dIC1uqQ8o2B0oObK73kPP/q25zMY9n1xpzr/m2OOHtFNi6QjXY5ctGev/lbffFgWjCCxXE9S+aCm125SC9ZGUCPaCoFZhTVX0GbcLRGLfI1TJRcSx5hTIt3KoNmlbB001SJg0lYYPa2xHyMq1gccSU9kGy3pOrreLWGzLUGXbEzzcH3iUlQxvB8htYBPQSYx1p74Bu/9Zz/N7QBcwktf+hyec/oi+44sUNiQ54bDlBpAK4IbJgbnwGoCgjefa4NQkSQmW6cIA3COoIZ5odAapUAdDeN0aNSAuBqRks23SNd7YB65mGOO40NFNjhH5o0mpy2SRK631zdpQ9YtoWhbUzcuinm8KaUgEksO86hnFQKN3wJagyvwZnENtZwOmi45Chjj9HGR1stgiokHZt+BNtM205goc51YgeY25ORmeNbqLSQ2le5z/tuUWIygeDqkQgALmG0tMrQ5StFtvT5NnLhaJPf6cGCuDUruOf1F/NgPv4n/+tmvI7sv4pqLL+TMKy7hR972Li4/80LOP20XZSlg6wQFXKA0QVSpvcfVMa8anFCYYaZUhYLlQY3RMOCw1oxkAuKpZMiACgmOscFQjW5BymZDrVl/KOaYY+oQ11mAFdVABdQiJ6WSIa4uhqc9zQtCnU6fjsawoDOW9sjZtz35VmEooj6RtApcQRkCZoFV2u6v04Kk1MyYuF76TC4wRA3xTdJhphGjFV1vlOYbQJuayCTDAyGlTPq+OhVL93hLpFVdIhlb91jf3BKie7iepsv1CatFRAeYgLoJjgGFRfnP6MIb+Il//i956TduZ/WRe/jI73yOz3/jy9zxtS9TrpzBy97+U/zE669i0S9TjAP1IEUqGFAaRI5pmK/xoYgmKLqIFTVWC94L3mrG3hMkvjHDsI63CcYiFAW1eQqODm3NScUcczw9SFdt2IkeBIyavOz19zxpCmWrCRWW3JiNCphAJBk7/nHelBYhR4OMXBUzLcQqneMTiJ28lmbK3Nl6j09We4IjR+faGKCjFZNu9yvP0vt1YkEneQI0lvE0FrGOlXMu5Obduznw0MV8+it3sGt9jS/d9lvst9M59yU/Qq1XUqvhBTxCCAEvBU4qKEsGAKwSKJBCKcOYNSkpCwGGILDLasY4VIYMfBxytKatMMkcdI455ng20PRcx49bQWcFVJbCuD1GV7NcMD3RZFvmitQ1VDqKCuskybvivRnGxj6z+WskH5G42YRpDCwhOYs0FuCb53NTAcnMIutzNo+1Wx2SiWv+RvRT6b/XRy5B7f7LY9tOKtCN3M+CLOCE5MJEESd4G2BiqHmceMKhR7jtwx/iNz75OSbjNQ6trbF47tX8s//8fs7fdQmXXX8jC2WB6Rgph3hTxkDhlMmB+/j9L97DRWdewPXXX4XzDgmBCsULfOeuT/PN2w9hl17NK65/DguscftXbuP2eydc/LxXcdNVu3GMKWtFvDtuoXK3D8Qcc8xxDDjX6VYlmLiGZGha/fpcnnKpaaM9sHbRbetCaD9K4W/EkJRj75P8bB1Go1BtriimgLKuJExx+46v3+psuuzNUg3JSXDI3hJcmyNr0NXhtJt6mzo5lqlVXxDdSDA2DFW3Xk6dUyGbicW08ZTkwoDgagrzUHmkrKilxAFP3PM5/vU//Ef89t4nwZ3Fm992C6ePag58+xH2+4NMRhdw5p4LWCrGrFYlI8CXBZMDD/DbH/kwv3/3Pl7/olexd3AJL3tOxTIj1C9xcO+X+eiHfoNHDhc8/JnPocP38MLJn/KZP/g9Hjy0zKf/7C4eeuPbed1NFyFy/DdlViZ4jjlmGV2xZAyRJ+8DEWqBItBr6MIkRi38pjqQXGOx+VzZLeObZSHnsZCXpChYjREDk+lfRUi6C6wVQLZBop3Td72pEulKLshFALExX/5+TE9Y+7WekdMhDcHQVmi6Xchaix1SLRIfbqOjKE9xMjdY5rxLLudlFwi1TvjOnffyjdu/ySd+c53hcDdv+VuX86IXXMhSUaAmSAGqYx764hf4g8/u5a0/+SPcdN4l/Mx//CK733klL754SMlBPv1rH+Jh/2L+8rtv4r6P/gJ/8F/ez5ftMZ7/xr/GX33RJXzsl36Rb33jm9x87fmcvZT17MePXMwxxxzHR664AEBad85srpSKw3pDHV+CgniCzoH5rLnYcHyw1rEzb8kzHbQgjTN36eyM1sQIliM001unDGl8LjYe1aQZ9szPcSYVxxioJCGlJzbmy5UhTsCdJEFnV3HT3Ua37e93SEX+fBbwlORCAK9FDJeWNUKBt4CZcfoVL+Uf/eJ/ohZhHJTqyCEerAO7ytNYOryO7ipZogJdZGkg1AS0OsSDX/46svJyrrv6BvbIOud96xPcee/FPP85BaMjj3HnF/Zxzruv55orruHym1/MH/7d9/LhG97OZRzhto/+Lnb+q3jLjeezMKowdYg7fhlq/nyOOeY4NowYtoXskBmDtLUp1UnY/FRyxUJ05JQkdKuJmo+689pK9sBIu17yC5/lJ3wjCcqnSUEtWZxb/y3tnwpdw7KNdK2TmJrxNVTIfWhSvMtcc3vE76fIgcRryVEMh0PQ3uMySiqphtgZF7a1qrEbqcgfdztpTwsnTIsYcULqUFOI4DxYACmFxZV9fPCDf8KT43N4xY+/jVvPP4Pqntv4ud/6Aw5f8HKuvvYaRuUACaBe8Ew49Ngqtb8IF4CBsqh7ObLvMK5SqPeyb3A5u5eWGCjo8Gz2PvQI3y4/yVe/fhoXrq3y5MGDLFx0Bq8+B8QP0WC4pOksy5KyLFlaWsI5h3OOsix7n8Q55jgVsHu0yGI5iBt7UtkHYt+GvpAP9LlKRdIRdOIgBGNYeJYWFwAYjUa9jePkIC63o+EAxAhmG0qBpwOjThSo8J6l5SUAhsMpN4baBhTQXE++g3P6LadKTobuwonDOXDBIQQGTlgYLcSI3XDpxOmDHYoTXpcmMZJYiTpDa6F0jurxO/m3/+ff5j98csKFCyWfeOwQf/+WJX77vf+c//ylkp/86Vcx8INIEVUYmmM1eFgcslStNYVuqsuUg1F0iitKKtuPsAROccOKIxPjyTDgpS99A7defy5f+5Wf4Zc++Emu+Xs/zGVnV1gQ7rzzXr71rW+xurrK7bffztLSEvfcc0/D3Gadec8xx7RQALVTSldyxwMP8uhDj4LEw4DWsRpDe8yLiEl89sXhNJdlxrLUAti392E+9rGP8cCFFzNeW4+/U7pkoqUb0zozB0FEUROCFhSuxg9KPvs/Po2Y4pwnWL/k7USwpPsQNR574nF+68Mf4qKzdlNXE6gLxM/++ukQ8EIdAk4cHg/eEwrhs5/8QyBXigi+U5qa7b/7haRISo2TgpHzrI0n/PEf/Qnrh/ajFvewLb2CSBOxCCHgvUdVKcuSSy65hBtvvHEqUYwTpkVKHKo1vhRq89RMKF3Fww/eyWc/PeAn/sm/4a3XH+Cnfuz/4O/95v0snPtK/ul7f4q/9voXMlr0YBNqV1DUArLCymVDqj/9U8aDF4Es8MDSJbz0qvMYFYKrL+TC4bfZu/cBHGfzyAO3c/plV3DdtS/mvOecA8AuZywfFGrWgEWcL9m/fz933XUXhw4dYv/+/TzwwAPUdY33/qg0yRxzzNHCY4w1sLQw4r5HnuDgkSMpLRJrBZxAbX0WfFrK68cgdp1qRTTl0Q+vHuH+++9ncb3i0JMHGAxL8FCFGofgxM3s8y3iqMMYkYKiWKKuDlPuWuahhx/G+yKW/GoAmV74OvtcCMb6+jr33HMv6weWGa+t4nSAEqbu9PhUyKXL5qCqawShkIJiUBLKggceeGBThCLpB9uK1P67oqaKGxHFizCpA3v37uX25RKrJ2Bbs1MQEeq6xjnXEIvJZMKuXbtYWFjYpmt45jhxREbBeYehTCooBzEjurr2OMvF1bzgu7+bay47yHlnHOLOxR/iF973M7z6xguAiglKYcbYxrgwYnE45LKb/xLl59/PB379/Xz/Na/gnFu+l4sHD/Od+4ecc84i33XLc/nIF36HDx64j88/8B1e+J7/iTcevpfP/uqvce/5yre/XXLVS2/gvJXohWFmvPCFL+Smm24ihMCBAwd4wxvewCtf+Uomk8nUm7fMMccsQ9QIYiwsjPjs12/ng3/2RVbvvoOAIziote7d6yC3Ws/mXRA1F0eACy6+iDf/1b/Ky557LWFSR1tqFElNqSIzmc3n2wycU0IAtYKlxRJzjvf/8q/wwf/+/1KF0LQ6mNYVaIoQVcC555zLX//rf4OrLzmP8fqRxn5gltdPU8NUkSI6XjpxiArihbrwfPS8c/iVX/v1GH2XmOKHtnrjZAg6o/17bHlR1RW7RyPeeOsbedNf/j7qan1byEUm2DlioapUVcVwOJya9uLE5EJiXhBTvEshqHqBkQvY+AD333s/Dy4e4PDy+bzujT/KdRcOeXzfIwyXz2BUgPgBEiZIAdiYcy57CW97x+P82qdu5+E9j/KT3/cSwr2f4EN3lrzm1S/n5lvfxaT6OH/8599k9MI38O7vfyVnHLidj//KbXzpG2sUz30Fr73lBewqPZVWuJRFK4oCVcX7+EY555qvzTHHHMeBKa50OPGId9SmsVpEjDEx3NqnRaakSgVJsYtuWqQCDEdZlHjvMO9iA8XCI87Hrp11HYnGDMIMfOFwHkKIqRxH1IZFaUkSdR7D/OlkIQo5owOEL0sGfkDpChgOsdrjvMz2GpqadYgTcNGBM94jDpG4D2RHTEe04c6lJTlq4XpmFyaKS1a4YlA4R+E83nu8G1BXW38N7z0iwmQyQUQoyzLeb7Nr/w3mlFBB4YxhAWgBNYgNePixz/Pen/rbfPzCNT73h1/jrL0/zX2fWMSVjpe965/yd2+9lmJJWGCI+QrRGnQXL37JX+Hqm16DjBdYXIHDiwNqv4oQsNGlvOLtP8ELVw+xsGsPjgo74zpu/Z/P56VHSoZ79rAgwAS0DBRSJPPQmG9yzhFCoK5rqqqa7QdjjjmmCRFcHTUBg3JAVQdyJ9QjdaB2wsAJk9Df5td2Q42LfEgB7FwKW5uhGj0sJ5MKX3gmkwlVqCl9iRNBq21YnXuBUNWx2NbJiGoyphyOmEzGOBEmHbfIaSV2RDwqwnqo0RA4snoEMMZrE5wV+IGnruspje7EyGkRTZZfANRQjoYwiCd4IVWHiOByFCZ/nsNmPSFXNg284EJyY03eLnUIaF0RtjC9mUCsra1FsuI9IQTG4zGqOlUR9NNouU7bUMggKPhSOP2C6/n+d72Wbzz4EAfW9/A93/cmyslBDk4CEzdgdX3MxAml1jjzVGHCQEaIU+pQsjJchOGQVQ2M/WW87Llw5u4BUq1TFUOWdi1jus4hGTEUKAe72V0rwgQfYvF1KfHmiTeKa9gbQF3XqOrM5mPnmGPqMMMXnqABNaXwA9Q5xhCjGCoEC72mHWIZqqGJYGQr7FqS/Xe3w7HGEjvVuKk4J6CzrqmKJlRmiqaa36jFCEksK1N0wIy+IaVzuACTumY4HKCmaAiUxaA5Cc8qBGIEyAznY+tsRXGSLM219R3Nzpzxl7KDU/+RC5wjmDESR2lQhZhqcr5gMl7fFmbpnGu6o0Ir8pzm4fppdEX1DAYKJpgK6kBFWbzgBv7xv/5Fag4T7Bzq0rHEIYIKdbFMQClkgloF3uPqEisKcGsII6g9wQfEjDMufg5nl0KNIesTTNZQ7zBGOK3xLhYth8EIMwh+DakVX5WYGEURUyE5z2RmOOfm5GKOOU6Auq6jqBDBFQ5LdVwBoRbBW78tt3NvixiYlyYtEmIcExPwrj0wkELezidSVGncVGYYsfOloSEqSoqyBHExaqPZCPDkQxCCBgJQAqX3eB9bQXrvUA0ErSn87JbzG4aqoaaRbFprqmWAamgFnZGJNLOdiUafFSMiAiLUqmCBAnCS7oXsprkFdmFmVFWFiOB9jOrVdc1wOKQoiqkSwxM3Lkssr9Hauuw6P8AtDHDsogCGBsgSHodXwI2jQ44vCQRKP4i9CijiUuIKhMCCGFbWGC4KWwZLFG6MqODMWJLUksZKQgELCpUtoMNAWcUFsbmYjsaiayYyy8x7jjmmCROP9zFEXFcVWkcB51gDgRhGDn0uvpAaeDkchooDi029AhDU0DQAX0TTPJN8IpUNYrZZhEmMVERBYdzY6rqm1kCOhk/LoTObO6GwDtQpnC4pbG8oRVHOdLmvAbnfjKomomCYKU4KYj0UFElbUZjG0meEQoxCe255b4YFZSQxTuKA0kHwkVCLKtsxvXmv60bvQyIw08KJIxcCENuli8+/kNund1znpfOZA1hoPvXpP/HTQfOjggfxDZMsUuxKGHb+cOydKgUspt8b5L96DEKdy0/rup45O9Q55pg11AIWYtuwwgnexY1GxWEamw322RhMzAgWawNdil4Y2Z0TkJjyBKhT+am5aOTHzJOLpOCHKJxVjaF6C8ktMm5yJ8Fs4bgItBU6kQgZiqKJ8GmdxYgzDhFUA94imdO6huGAWiN18xZ79A0sxHtLhIFlwUWf1ydIkxaLh3ALsE4sSxXd+v6UI/VV0h455xqdTFFMz6LrVDUHA+akYo45TojW5Tnmq61tvV5DOhX2ByF1X80fWyQYcdNLnx93AFkM1uMAtwqNovjNW1i+ptwwbNpIB/44rmyXuoPQ6HJIdMHai+lqLjJc5/O+b5/u61vna32g27Bs2hH7HU8uTjSJc4IxxxzHh9nGllWZWFRYI67sc59xtH0tcllm1n20bcCb0bY9wNJybcz6M25Rr2aWIhTpGmivd5pbQB7H0WNIY2XWBbMJnQtoxms5btBWI8XPU4o/uXb2HplJ3d/i66d/mm1adFsqvY/XT2um0yI7ETn/tCMeijnmmDrSFiMxirChKyong1xIs5Vl34XY36R1jzzmkOXY2+KsIZ9Ys1FYN800LTFnhkFs+25Hf735YPan+JhrfXZnbsiFtJ1QIVeJSJ82Lp3BRCGny5qQhkZvw5/e1Ga9+/Vp4pQkFxnTntw55thJyNHwWC1iyYpbUp/UftCUn6bTvErsaNmSi+OMVbJtOLO9+WVtRTe9ZO1c96lneSaIJKPzmbWlmrMOa26EfE+0o+46cUZiEYXDArESKul8+kSOVrgURYn3bByrWr+aj3nkoifMoxdzzPHUsI6mwSR3Qk2lqOlntMfFN1aI5DxxG6av0zi0s/CaWmezbnULM/2Em8b5S6fovIlbuo6ePZxOiLbVekSTBkn/TIwZn+EOcctpM8Xl+d4QuZDUaj3eWyKWgl89q4oy90mjzO931DdtPS2yOVLf/XhOLrYZ3WZlc4fOOeZ4CphL/RaMrL4wOpoLsXS66unlAbM2LYIZSuyUGiyZ+Gkalyrm4s6swSCVds72AUJRETBt1qVg1gpnbbrRAQVUkvV68otoSvhNY4RoxqtFzCzdF8kzxEg9RwxMmzSImDTRg+wuIkjPLe+t0Xg0luPtt6KIeot7VNfXaXN6ZKZNtHYiuuRitheeOeaYNjKdELzGk9+EeLKrRBCjVx+GGCmxRpegsRY9EgvS6VLyzwrSNfWyRnLY2/i2A9kqqFmXzJrOnJurGKYzNmtNpqxTcUD+eLbnF0hzKolQtPdFjsa1jhcRWeBpdFwP+hgWcSyOaMkQ0us1qZzOXrUVZBKxWX8x0yZaOxH5IZ4TiznmOAEkNiozc5QaQI0xcXOvJDV/0nCiv/KskVMwRaIINXFBrNKjWzhBXGPhR1t5AY370IwLA5xF9ULeaMwsiQunu/hnSJdc0KYZ1KXNapqDOwG6UQAnDqUmFeikf9I4kA4sRcDE8CldUovhe9wm8nteAEUyhnMS+2Dh2FCp9WyRbb6dc0cdqme6cdmsY/PD2Z3cueZijjlOAIuhY1UjtunpRgVoKkh6HQKpA0fSIWBtuabmIZKebQM1TRGM9vdnF9bUBrhN61Ej5ZviBeTUQDahzocy1WjGrqKdsP7sIo5dm3vEzJJnirX23xxdNdL3lcWtXVK7dxcdXPJ9azF1s12lqMeK2M81F9uM7kTPycUccxwfbSVD93+t3wXWv4Fk1+shCxyz5kI1P8ctuWhTDOka+h3eFtGZ17zhpevolqhOE83m25nb5szdrXKZYSROehS5oCvoTD8bOp8XJ6MiRjKpscbrAjK5kG2JXszJxUnCnFTMMcczx0Yzq6R5oP/NL6TmTYW1padKl+B0yEVG2vSm7RNxYlizWccohbVpCE5CR84TYIN7ZVcXsiMoRULWWKRo1gaHzqPIhST9Q07FCb5H9pxn0lusjHJ0yLptj17oeBrDae+DO55cPJVD57Qnd445Zh1N/x1IVXOyYWM/KeSiczoOiTLUFvUXlne9bromn/wb4d5so01/bLSizu6R093IpUmLHO+93jlraI62bPxqSy7i1RW0rp1lz3d3ft+7HhcxRbIxgrEVHKuH1iy8ZzueXBwP87TIHHOcGBtOqumwl223s4yzb3KRXThjtCTGIqLHBU0aoa206Ia+0zX0PL6tYWNapLscxY1GOGo3PIkQUudr6/S/MJKnSKJusz3BQE6LbIxcdNNPWW8BsUGeJ5KMQL8OndZ5zSZykb+3IVK0xdeZp0X6wNFLXxZyzsnFqYhOltqkf0HApleOZ/u4AeZ2VLMemH8qWCPojJ0ws6WFSmeh6vH14zym8jySaZY5jLZxWfRf2EgurKMFme0nfCO5EDUslQ02m/kURxe1FtKUpLaCTkVEUXaGoFOtLcE0ja3M87VsJBdC7i/isoi1x3cg/2WHbIheNPuTbk/sbbPHxSz4PPVOLmoUb8m2xBzmNtEBC0xE8AR8KFAfLVojskefR8yBTIgN1wMERyUVhSvp/kWRtg3znFjsfAgGDlTzCbfAqRF8wPmAqMN6NHnKBYSCw6sg4hmjIMrQagxHLTth+T02xHnqKmAaKHzUPlQkn4lkUuV6nF/tpGGamW6Mu2IBp5NMgALO5bnOS/Isz3y8hiyYVY0kLqd0BIsbu0yvXDBS9Sg01HSKV42+qKbKFIf29JGW+XyodOIQEYJqrCwibnSRwBp5xxDAm21wge1laMkvpmmiFic3GpZtI7HIH+fy06eSDJwM9EoujEgunMYTkc/th8NBvvbNe1lZ2cMll5yHhQFGQC1KbPY/8efc8+CTrOy5gisu2gOmWA1SrvPEE2OKpSHL3lGxhsdjKs2EqiohhE0MfJYXoDmeEpocDhO5CF4YKNE5kAmoRyno6/zna0WcYIVgteH9gHERqAkMQgAz1G1srrVz7jfDxFNb9DpAa9Q0Wm87Se6Rrtf4jOWYhSiTKPrAEQjiwALONDFLBYsHlKDxufbmTmrk6tlANUQSIUVLhyxXKqQI0TTH19FbOBFCMPIZvw4hnrZn+HaOGT0DJ5iFVCUSDatUtTHvGAJrSb8T/S4EFUseJP1CEAovOI3kzYj3hYYQ25dt8RC8uTpSRAghTN2KoVdyIcDAHBICNigxB27tQb70R5/mVz/1bb77Lz2PQwsXctWeQCEjgjeqxx/gw7/5n7n3/ic5tPQq3vGuN/Kii3bhyopvf+42fv2T+/m+H3or1144oLRFxDbat+aoRf7/ObnYyTCsHhBMGFIxspojVNTOsxQ8Yb2gcga+PvGfepYIViAUrEqFL2uWguEp0NqzHkqcD2D1hs13J0XMNFS49HysrR0BNRYAM5eeoyyy7AfZWjo3OLVGkNdakecTv7iULgkBDYrzkfqEGbb4z3NoGIgQTAmqOJFI6LLIYUropgwGTmJ0KJkyRUI04y0U0r0ilg+XhoUaFwooyxjJTj+atcEbPodeyVO2GR+4GKGTAN5Fp9m8+W9lfnOkPoSokPLex9edAY+n3tMiTgXwmNXUIuy/5/N89Dc+xwve8Gauu/5S/suHv8Jb3nA5152/zHC8xpc+/iG+/u0LecMrX8enfu83+a8fP5vL3/0yThvv5QO/8G/5/751Fq965xsQVsDK6Lbm2zCQ9x7v/YboxRw7FQZecBYwHSNaM1AYlwMCMCk9Aes3bO8dhRha15RWM6wDExW8FogfoQISbLaj808BEYeFeIoqfIEvipgWST0xLPdr6AmxIsUaAacJbd+NOMD0k0aoAybR2dB7j5lR2wxvfOQollFXNeZrXB2ae789pjYAACAASURBVEWIFzvNzEN2j/TARANmgUlVUdc1g3JAIMz2GpqJaAg0hlnpYFnXNaGuO11R4/3lLPauib1Gjt95dzvgiFGScRUYuoJFwCdC2SUFzxaZmOTIfVVVzd6Xice00Du5UKsRX8RQZ4BvfOkrrK7czOte83JWltbQz/4Cd17zv3Hl+YbwJF/49F1c87q/y0tfczUXF3fxvl//Ok/uu5gHP/PHPFxezrmXnYtfHGFA6eLfJLG1sizx3jMcDllZWWEymcwjFzsaghJwCqFcpjZYDAWLlEw0MBr62D65zo4MfYxAWKgdyzbCOWE4MiZuzKgoqVWozTOUheZsP9ML8THhCaFiYWkXu1ZWQGCdaPjjRag05qX7QysazYLO+P9J6Ok9o9GIhYVFVlaqmKd24H2BhRCrGmY4bu+coQGqICwtFpSLyyyMRk2vCZHWxXwaMKBIFSviPLtX9rCysgIW8JSo9Esut4oYdXHUKSXiveDw+EHJuChYXFjY0BUVkt9EipT53s8FgheHWkBMmwZx5aBkeWkZrbYWdc3rTUO267qJXoQQKIpiatqLnsmFUUvc+z1DCId46Ns1R868Gm81VTjC+e5RDu/bx6g+g7Ed4s4jZ/P8s3YjHOYs7zht/7e56+v38XCxm3e981Z+92P3seIcZhCkwvsBBw8e5MCBA6yvr3Po0CEefvhh7rvvPqqqmu2Q3hwngFAGww8GVHsWOOQdg9qzpCUHdRUplRKf1Pc9aQKsYmgFtQyZIHineCbsMhgfXmc8meD90Z7+OwceUA4c2M/d99zL6uoqpwEgBGslk/3Ti6MhwHgyZu/evdy9sMTqocOIyxtJ1InEfhKzOueCSMBJiVIyKAIyWuChvXvxIviZiLrE58YDrppw9z13U8qY9dXDaO0QH1Mls4rsF9IGLxVU8IOSMBrx+OOPd3wuLHlOWCIaqWNpr6WohlrNgkupJqAw5Yl9j3Pn3XcxWVsn1M+eYOToRF3XiETtofeeuq4xM84880wWFxe374KeAXomF4LzRVKwetAawgLqnwAzvBVYZdjaKiFAYQcwFgmFowIoS554+Fv8x58/wnN//FYu2f8A++67i7vveICzX3w1wyKGv+655x7+6I/+iIMHD/LVr36Vxx9/nK997WuUZbnlsNMc04NinO5288jqAeTAEywQmBTKaZSsU1HJhEKHmJX0s0IIXo8gpWCyyBENKBNO14LHxxMmZ57HysoyTNZhU6vjnQHDyQDTmqXlIQ889hiPPfYY5wJqgomjdKChP00LbKSF3Xz4EHjoO3v5yEc+ylfOOpsDTzzJYDQEJ4SgiBrOe3QmNuljQdAwxrkS8UuEcIThrmW++cUvYaZ455L+YppjjKf4IfDEE/v40Id+gwvO3k09GRNql6pFZvi+zpoL51I6JFBPasrRiDAa8edf+AKXQBMpsqR1cRY1MP4kDE8EXOTwDBHW1yZ86k/+hEcefACtFNOtPV/OOaqqaoiFqjIej1leXuaGG27gB37gB07FyAU4ajTAmnOMdMQFZyvLD3wTt/AaBmXJ3vJSXnHZFQyHYKtncunSQ6w9+BCeG9g39jxaLGGLBcUXvsZH7/8qn7vvAOd++w5eePNVLKkjmLJnzx6uuOIK1tbW+OpXv8rll1/ONddcg3OOeguscCNal4N4XbPxyKVnhGgAQNzk0vek/ebOhBmj0Qpf/6OPsOvXPshL146gwAqwQAzfQ79hTQ8c6rxOIC7EvwkUP/YjXPuKl1GO15u87U4jGGYe0Zql5QVGD97Pvcu7kjOmIRItleMt1NcsywY77FiaGXPnarCysourrrqKay6+hMMHDxF1OC6KO3M6bKZvcUWDUFMyKJVycYFD+/bxgHN4HAXaa87/6aBMFSMLowWuv/Z5XHz+GayurlIwRCXLamcXkrQUMbUjWDCK4YBqMGC8b1/8GfLaHdPk3qSJePV5++TX1cooxANGWTguvuBCbrjhRiZr41hqvQXkNSd3Rc0i0cFgwEUXXTQ1WUDv5EIA78pYb1yWXPr8y6m/+sf8zic+zk3XPp/qptey54yHeeyJNU5fvIQrr1P+x1c+yWeXVvnSp27nvO//Qf7mD72Si9YDX/7CJ3hg7Y95yQ2Xscd7rAbnHZdeeimXXnopAF/5yld42ctexi233MJ4PN665sIUEwHxOASv0eNgFaUQhz8JpUxPBeeiJ4EzB86jdcVAIXiovYsL9w7b8BqYsbxrF4+6J1j48Md563eOUJSSOlqBOZ+aLfV4fSJMnOGCUjgAAS14SAILr/gufuAH3oqsrs50xcJTQVUoRFjctcifffNrfPE3PsIE8BjOFNU2V90HhI12yNkXzYAKOOvss3n1a17Dzc+7lvHamKquCCiFL7CQNr4ZJtDOCRqMcQW7dg1w5YAjT+7nfgPVOon7pjxGMWqDXSu7ee0b3sB1l13M/oNPULiFRDBn997OaZFaA2AU3kdPmrJgXJYUa2t86ud/nlRWEL0mLPYUiaTW+o1eiIATVFO0BGUwGPGil7yEd77lTRxZXcO2mHbqeluoaqOzqOua0Wh06pILswLnYFkdFDVn3vgqXrlvlc9+6ncYUfDX3vxyznviNj756YqXv/r7+O63/TAPfvBD3Papj3DwjKv48be8mkvP2AUIl9rzueVu4Xm7L4oLUTFGGJG5Z13XjMdjDh48yN69ewG2nBYRDdTegzocwjDU+IHwqFQsakmh0yUXVlRUapRhiPoCZ8pKZaxKzfqwwGvcJHYishPjkcPGEYODwOkVsYoBiSKp3sdA9HpIC0QtBQMq1jysHRiz74n9yOGDVClClk8POwbmUFXO0tM5cOgI4yqwBE3J3oZGS328fGOd1XwhfiUxjLXxhAMHD/HkgUM88dg+nJcYVUEaYtljsdA2ICDiMfUcPjhhsLKHI0fWUE2bWhIWTgtKFDWWwLoGHn3iCR7ftciTh5/EKClnfn7j/akpeuuERnMxKUue3L8/iv+BIYomN1IV6ZiH9Yjkwhm84INRGgR1PLl6hH37H+XIgTG6xbRIhqQS4hyxFxH27NnDcDjclr//THES7L8DTduWICwu7uH1r3sTN974PQxGp7Hn7JJwZIkDBx7h4Ng4++wX8K53X8Kj+77D4JzLOH15d7SgrZXTzryIH/zRq1jYPSSo4aU85qml69K55dGLozAfHdUIrHrFmWNFBwyCp3Jhqg+frtcsDErEK6uTIxSLIw6XRrVeM6gia95BW91RMFLkxdrP1RK5IDmx9vj6cXO1GB0iL0RJXT/rEfmnASOmIUjznK/JSbpe22gQtt1oUi7WEow4htbcaTMBafpdpHz7LL8L1hEMikh0a4x0NWkAjm60dTIRT/TSiBxndyafBdI+0DYMc5FQpO9BJFZ9X3S2onOd50igaQm/ba/TsV6YhQrJk1KKasFR+kF8OTXKwW4uvvgMwKEaOFQvcu3zrmVhccCkdiztPovn7F4AlqgsMn+sxg1W2DUyahQLhqlH/MYVfrNb2dbdzwQLAXFKUQjBOdbHNbtCSe0haKDf7e2p4WVAYSVjqygF6rUjjEvHwDm8KbXKzJ88jgfLKR2TZmsxSA21ohNfs8f0OpC40UYvhhiIzftabu3crRbZSZGLbFUV+xxos8nHqEXWW/R5PdLMr5NUfmpt18p88tvQuCyp/lOivcexbR1GOhpLO8cxKG9Nrn26j6fgM5ETiymp5h623sn7tqA5eySi1nkuN97PuVqknfG2M20/yKuW0mm5ztH71HYhRy5moXqtd3JROJ9aKifXTPXJsY6YvjbH7guexwuWl6hEGaTtItSKOMNRxZhXETNj43AYcQsMPRCOP/zteuO8G2DUTGyCnwCuYEDBcNcik8WCkS5NVdMQXDRysnCEJYTJoTVMlKKAajJG09KxExEbPaWwJ2zwPzCifW/f7s+ZzPhGDpYXXdqw/E4nF6bNxp0jBJJOWmr9bn4mKS1tuecCzSk6ehAcoytqila0OubZne+242xLksQ0Vi/MCDnKXUIxQzVEjUX3fp7q6J4GjEbI3t7H7bO4oRRVOoSio/XpC82zZKRoVe6VY8Rp3v4qs2N1R50G+o9cKHifWsUoSOEToYwlWOYFXVjG1ROGXhGLPxuCQzyUImgF4pSgjsL5mCe2CU6OPfyuYnark1uNx7ihULiSMJng12uGwwGPHn6CB+78NhP1iJtec9mgysALA5RQBS44/1JWBksEnaCSF7apDW9LiO9jDsrHFuC1EyqVdPaLp13pMTRjxAZeaq3bXiQ2mk55Rz/M3dDkzBONbJNvipk2fS98c8Lrl5rmqHQTqRBJkYt0yrO8aXR+IX1gmdz1OL4to2GhbFiT8vWlfXGaA8RZMvTKkZVGo7UzIhdCfs42PoOaiIYnVyKRXDktro2JvPZ5QOnqltr7PL3h2xy5OFYqpNtv5GSjdxOt3DvGTHEuhZTN0BCrODQt1158JBYaTzPlcJHaNOarUrfGaN1a4kSoakX8sSdtW0NOakxCoKyVIMLScInFhUV++9O38Qf/6n2c89gBllwxtXKy2gWQwDA4viaBN/3Dn+aW73ot6gqwKp5Kp2ow/OyRNz3FCBg1UBtUOXqQTtd9agI0aTtyrjaIEsza1Ew+lR6DXMw8sQDiPBpmNbExmKU8PM1d0y+5aOc2WyrE0HH73sY51batdHM0ZWeQi3S/KjlClOe4cy1TRJH1ACkK1E2LzPz8ErULWdBJKjlS1WSuZ+2mni6kse4Qel8Zu8TZWdv23dRiH5RtjnRmApvNI0/hyIWklugQdALiEPGpbbKP24MqFA40ifMKI6jgVfBUiA2wdDcUAho8ZoJzQ4IEiiajFrF5kd9yWqRwVChlpawNCg6rMiwKjqwe4JI79/LXH3+Y84hlc9NASEFNY8C/4AiTJx6ilsDa0DFYDbGee4cKtfLpI5LM+LAEiyQDSGm1vHz0Ngq0s0BFYhFL9/LJbidrLiBHLXJmuJGs4hJt61USbBvfPZdC1a4JV0dicay0SM6pz/JsZ91QFs2atfdSJnHTfDYNEokj6kJQtKu5UMVm2F4dOEpzYansU1MkprFadw5RJUtqSV/vE0LcZCuSSPoY6dTtJheZYEw7ctp/WoQ4qUVRJOYeYjWHi8KLgStTP4E6Ou+J4XwRzXQoMXJ3xniDO/GgsbdAzSSdXzfe/N10yFYnV5wiSgoZR+vhCRMkOC7CcRawLEJNG0CW5lbvH47ouyEq7AEOFcbawPAOypBa/PpZXn6Pj0guAmJQmbBGNLCqabUP0G/OPYZcU52IxEV4TEyTqAVqC3g9mlxMKxT5jGEW29qbUVsM1JeQKgeMk3XrOISC+F46gcJy2kDSEFO43lIU06T1xjg5Q3xWiPdFwJJwUlUJxMqFIUnTMsULMGjMvGJZZtqUQxxYJBrTG98JkdOSLkWBzNrIhbVkLqZFLJG5VM6cUqp9cqccUHHpWUrxhEjoO2PcDnSJBUy/M2r/Dp1N3Mnj8BtoekMYEEgRjubHJQ7vqKyva3+oYHDU63V72cPWyUVd1XhfslooRQXe1ajVOJY55DWeos2YOJqb2Gm73WnP+0thsC6OZSaUQMEyTqFcXWMskh6g2T7dHQ9mRqBmYMIqjoPAosCYGLHBsolSf2OIJmSegBCcUhI4bI6Ao6AmWJ3Mcdox76johYJo3EDWiKR+kVZz0bcTrcMIOBxGaUaNYM5RUFEYqVKszambWVskYgYy274isZW8UpvhzGOmjE1APMtacYjUJXNKMITCHKNELmpJCcc6oK5AnTDT7KKJArQpnYZwpHUvxblwlnqKpDRbLHm2Jl3SB5odzqIoXAEsxCrDJJzdjvvXOddEK7r/P01MT4l4ErBdi3yzsOWwm5FCyZ2/bZDLYIx4AjhZSgdnkghYHKfk/GmTo96ZaJTf1gbsa4Mqr3fNsbW/1VmyajNpfkI63ZnleW8XtRyG7LrCzvLGF9Fu2nGzjl91DaXvN+mUSwS7ugtLp/kshDuqWiTvGJ3ncmbRvP+W+lokEWEKV7juj0wJrlt1leebvCnPPlGO0YH23t0Qte5ELpLkr0lT5dRU73mp/HppiN2I5nbsUfn3Z6kMFU5hcrFdJ8icf8whN6PVAmjnIczhLkmnsFZK1C9U4qLVHOc6C+9OUHo/FZoNz4zajAkwAcbpok5KOLkhjUKw7GYohJS5lePcZ7PygJ8QmxZkIZo7FVirsu/15eMWlk2GcomgJ+surH0Gdyi5kM4cG9o0zvKkZlrTHJ7EE3V8r3O5rKQ3fXvD9r3BwBKxtxzFaMYsG3QtPh1GxGjTIb1HLjpEpgM9ztrxTLG5gGFW9F+nJLnYzmqRphogr2qpLDEuE6mCAQgm8WTSWY5NpNeQWx7fhFimGYin6XjJxk6uFIEOIyde2wRYRxgnV8O8MPc6xU0tfAzZR08GixUrSlydOw9zdoedBbX200O6vzX+y3lp19nge007EYlbrE5JCiqL+ovsvdCNHDbkIg19J5ALrB1lvhZvcfEtppx1MGjmOkeJ2oNTJ6o1w9hciprRzDU0//Jq6KWzUp8EzUXU2URyk32RNt4T24PNe96cXGwBm4VzfbC2lgPn00d6DYkq4AnCmGTERxaY2qbf7geOPIZk9tREV/Jr97w79AxLUaAaYwysCqwi5HbJOXPS3+u3qv6KHMqW+LFtjGZJ5/S0U6CWXVBtQxlqYUJ0nOlX0JeK0zu+DzF2nPtd+EzUN9/Kzf092/d2vjc2bCQWr7cAynTqnhaUzsabiI6apjb2KdIy63OcDn3tRr2xSiJXi/j4Y83qnMlF3/d37vDrgW4XETMw3fqLz6qIfMeTi2NhOwlGw94zg09vXsAIZlTAWGDd8kJN4yHfJk36QyYX4xRFKRDMBNGdcep4KuRFWVEmxGqREbCadBAlrXNnX8i2vR6o0orkiYRSSeKwTarvJsUwQw/68RD36Gw4FMP1jjYtkstR+0OcI0/HVMriyb4J1Tcb3c6MXBipCkNo0iJt+ompjl/JJC5F6Jr7OFflKG7Wo5+Z56f1bmMpapuSyBs9JEIr3X5B/aCpVGkioHHA3fTNVt//p0qLTBOnJLkAjproZ4+4sClR2es0hw4VJVaLTCyeamPkIkv8Eg/p+f110KRmKoj26Xl8IQnHZn+POyYsbdy1GTVRczEG1qwVwsUFuz9oWoAKyyWwJO2HNqJetbb8a9q15c8USlyIrRO5yCZW2Qe1d71bemq6Lp2xdBCwo3PTTRTD8u/P7nxLIqRZBIxp7OHRkLfcr2Y66LpH5rRInNu0eMkOOKAYaD5MkbxvOqS/q3fIOq3cVbdLOPpATrtki/uG5KTw8nakRf4Cay5iHhXVKNlyASx608U8lEWdADUiZTwpKpirUXxUrWcmnZ5UsdTt4TjP5HZqLkin0yzeCy767ztz1BbTIZXECEZ2csysPy8sfUIAFWVsqTmORi8RNYmbxkwvvU+NuHELhSkhpUXWDWoRXNKTbAfzf8ox0BK4QNTQjIEgXQFcG5Kc9gP9TCGNFDlG46ANIxecBHacXqHpzAkdP4L2NNrU7HfSYGZZpzG7MJMY0Uyt1wM+hcjTNQq967KecnzEUtjsZ2JJA6Nosl7vhopmE21qNB3qLK8d8d6Ju0WKEqX1eKNYucdqszgsCm2fLREhSKvJ6oNczMI61D+5MGOdwEBjq/IgAczwCJU5CqkRK6ikwtWK+gFlgFqOEGSZoQbUPOZi23OxSewlIY4ao5CWd3bL/7Yr//T/s/fm0bYkV5nfb0dk5jnnTm+uQUMVKqmqJJXGEpKMZrclQQshIUA0SNANq+3G2Mtebli4bdzGdPdiyWYtQGKw6abdAgGaBzRBS6LQgDVQGtBYGktUSaqSanjDfXc4Q0bE9h8RkSfveffVe6pz891zC7bW0Xl17r0nMyMjI76997e/LWLwQSg14t+RmVDqhEoKRhRsA32FIdE7sYn5rh3nqrPFzS9wFmGMUtQ1KhPqxEnIv3NQzath4BwB5SyRABdBXGBEmZYFd99fMofFDSxQp1VioLCFxRuhUE0aEQd3hI3WZGGqSaqB6QOVCGXoPipgUHwuf1VSUyeoJC1OKaasuQUuigaQJJoUdLHTT0GEgFJpjcFSa0mtUIhSaWxepvupokXk1+SoUSaw16r0VJEFz4hA5ukI7SBtDr7kiGdJrPIaK4gBE2J0LPPkuju3aEU6t4oYNZkk53Ovnq/d0iH7vS51Di4URUMN9EBqlAqRIeL79KygwRCsAV0ihE0qU4ERRA19BQ2BYC1BoKwt3kyozSqVr6NCV2v2txFb2EP1s6xaJ2jTllM1pkrGRGARwUXOz6fw3CXySiQda6JRBMenUHbD+Tige59qzFM7YnQop0Vc8nBd6kvTtRUotWbiXSTjTVRxEqXAF4mh/V1bk/fNIeK80Uw7R5oOG8NZlCCyIwqhCKVAL2++7cVS2gvnpQHw85hqaKKHwQQIAaPaCs93L0F9IWtkqWltUhp7XwSmmhyLatNUjmb8uaNT9e7l1PHn0vH8hqwmfG5qRveot8huaZC/F5ELUU/flvg6ZhkDgUIKSK2eg43iIqUDsQOCEYJ4ilBCbQhVH5UhpR8gKLU9RI1SukBRFjsmzWzkYm8GWImdOQNNY6f0vQ5li4iKt4ihcqtTklDXZU7562NSKXIu8tWGpCtsFn31vQ9r+AwIToUJEcQ5IhnLp5RIl0OsEqWovUSwlgHjmEjonZ1rB41zkcmcGpp6BgzZ04tm6O56cr8WiJtsDlCUGhenc3QuGl9P2/HwxbW80Ulel3ycJ0zTT11vbvdpEqOB014u0826PeaLbLuBi/a5Z2JyDIJl5dn4N0G6jVxATDvtpL7ludsNuFiU1EjnXVERj9ECUyreFwgjhB4UHvGKqEN8QRDFToa4/hJBJtRmwMB6rBO2SyhtTV8MPYUigFR9Ai5NmvM/nPMObuZQkDzU2Nku0tzyZtdL7yGh4KnM61yHvijLZKVAap6WAI6GuFAfBO/ufBbHW1NkJvZvmaD4dEsaANehZWXQkI6Zq4E8iQDZGtvdUnELDzSadTkLO2VdAKGY8bi6sLa8eCsG2ZRH7hApy4sopE7LU297UU1ba0fe/DKZsyB3JN3H89PpWEfglmSpm7uy/x7wBS1NUE1phqx7kUFHrtBIsncNYRnJHIiOzy+dgxVSw8N0skwrRvbsUAsURe28KypSZHUnjPEx15VbqGOwIgSvjKoxg8pgjVDhODMKVH2LOE/FgIKTeH8YW1pMAAoXZWvPd+Q9mjGRlBk9VwtISIQhiTLUY2CUXqg0CFmbWd3tzJUUVVFi+sCoUHoIIZVOHnBrQpo6FSurSR6txOvvcoxjR9S4ZAWdpkWismFLdF0PJqFz1nIDsZJpqW+Xi68ARdIoaMpRNYl4aa6+itaCFt2dUAeWmzTu+Iy4nsTo0P71gFAi56IgAb0wVR5eZC7LDmtAxdSDb1ORpXlpbIgp088Bus76NOeh2RnU6QcLHhWaxzpPi9RqKUQRNSBDcAX3nLyND37k0zziex7B9Y97DIMeVGoY2h4Dxnzjs+/ji18LjL7nsTzxxut58Nlv89kPfJivDiuOXXM9T378Q1nDI375nK4/u6VG5jElgMRscPY+JHHsnUZQURHf86IYiTrSTPJuLRcLxoqV3C0yhtykCSIfRGuHZ2Orc3AIjlbEQLoFFz4DRDUEfBIdEnyKWmQBqvu8hgW2nGhQVQjxmqJHHV++49OP/I44S42CStwmsoKlYarBkU84VzAs+thC28mYfpJTT4YpgXU/zaa0iNEpRwRia4GQInQLbekZPSdykTgNbXVOK5lbFNfp7DR2ZRk+SPu1x3vUOcdcEN5Fp+BCgQkGG0JsXS7C9tYp3vL61/GFb93DoH+Yb7rT3Pi4NR5c9BiFMd/4/Id5zes/TCnCLe//ACe3/xnHP/nXvPOT3+bIQ0rOvPdD3PszP8eLn3Y1/cig3PHw7j2hM4bAbdI0kLR5Z0nqHLkYEhfGNus6h0C7tbQwE/UXXGxsT0icgIPbtoyG1+KJQC6mRWjY30BSEuzO86sFVAxGUz8R0XguLVr6fYUiF38DlCY0qzrVtYhCWtOSve6OngHMNGoBUGkE7TY/z7Oci4MCLpp0iMYIqA9pg4mbud1nB0CgiVqYDDXzppf+d2DyqnmcG+cqO4NTsrKkCGNsHreTa9KF7YigZO5F6/z2EgDMft8DGlxALLkSEYLxSLB8/mN/zS1f+jb/26//G44vH+Ff/tLrmaz+V7zk+hOs+Dt5x+v/jPK6H+fnf/oZ3PymX+Otr/4DBoMj/MAv/St+5LHHeM9v/Bve8Vdf5RmPeygPPhSRds5atoFFBhfztp11GmFEEIEQsBIjAiZo6nURN7oJcZGcyhjT5Oi7Np/eJ8QxqDUSxzyJ0HlQFocZi95HwKsyITAizidHTpXE9ERXVydEz6YmCh8F1dQfQBqF1qChmW/ADkLnQSB3ihi893jvG0BsgR7CKK2MttPlN7XBJmqXIFFhthKhTGA+j693LpagGiF4Dwpm0cdYQYzigmv6zmiKepWk89/XNE8kOFoUJyAYRGMlnA9CUH8wklBG0PwMptJazfsAMxs805cR6dwBy2ndBmhomNmn5tujVBVrbYzwev/3o+W6QNSpsAUTSgo/5NtfuRN77MkUsoz4LR58z82MvvlkJtcdR8MGt96xynXPfRBSwBMecjUfHJ3kub/yCzzn6uPI6C7uPXWKQ1c5BlKjWhGCYlNcy1rbvHq9XjPY81gIMLCKLyqCqRHjKMoBfWPxogyJi8Q4bXI53BbyAHS87mUG9BYGr4HlssL0euC3WQq9qfdxAE1VGZQVPVuAMdTEtIhqTAFlQlSn55Cez1oDNbFe3WBQrxgLvV6JTnrNPDto4MKIYeIdVVlSlAVqDcvACsKmk1ku5wAAIABJREFUBe/ptOIo5vwD3kRY3tPIbyoTSA8iVGVJv99nuywRazCFoXYeI4bC2rmf8a4tCgVaVAtMVWGNxWjU8jDq95VCogrGCKWCF0NZ9VguBmyXY6xajDa9ahfWRCOZPhBS+sNSVBVaFJRFwTD9nkEpGnCRI9CXZpEWgdJC7aKCgrWWfq/Pdjl/7xZVxZh4jzKwEBGccxTF/olwd37kkNQ4DTXBbaFnNzHlo7G+IKiyxmlGGyNcrRSjIXdUa1xbrrDilboYU4fAMekj47t49xteyfvvPsqPvPzpLC+t4mWCtSV1XTMejxmPx9HD8Z7NzU2stTg3n8CSsSV+MmHCGBMUMQ4rG2wNt0B1GqpP8zPn7zy0mMrdWUbdhUR0M3E1o+EIRiOCIynSLfYGdz5TVYbbQyZ1jUjSXzCGEGKyKqQSvi4bK3lVSrFYA059zEMnT8HVnq2tbSbDId77cxroHQRwoSFpidRLDLeHaIjpiBA8YqAyYHx34ztNHcZjNJ1RmTL5R+MRGxsbTOqaMImy+0VZoUEZzoz74pmg6ilFsNWA7fV1xuMJpRUIGgnt+zxHQvAxWqXK6TNn2Fg9zHAyxKqlIHTOu5nXMrhAIhAOXrGTkrrXo3auSYkkws4MQfkSXFwGP5oaqBnLaDhiY3OT8ahGtZ7r60WkAdg2edp5H3TO7dvzcQnAhSDhLNaUBC1YGkywY0dhDF6U8WSZqtentIYqrHKiuItJuY0WMAoBLytgvsNH3/1O3vaR7/D8n/jXvODRx6iDh8T8/drXbuWzn/0MJ0+e5Itf/CLr6+vcfvvtTahongVejcWPNvGmZLnXJ+iYfu8In/rSFxiNJ3hiCWguA/U55Ufe+LqdvMlHxhPwwEf/5mNso9jJmHrkUHMJkHlHpqqsrR3h5k99kq2tIcYY6uAAS2EEn0UROk2aCi4EVAxFYXHegRQYCXzmM58h2B5+uIVPHkP73Bd704tmMIy94/DqMl+5+x7uufuuqUxyCElxtjubkt2mKRnQlJqBU/fey/s/8AFu//RnGG9tUfV7jOsxtqwiIc+5xmtbRBNJqjfOYYoek6Uet37m0zwiOQOlsbgOFWYvZIGYGqiCcnZjg/e///18+/AxTtebFGoogkftgregCjE9KkawIrjaU/Qq6l6Pr9x8M49nynHJ1q5B6nz2mAhunI+7wmQ84dM334yePonSJ/jxfF9vYmrTGIMxBucc3nuqquKJT3wiV1111b48I93PGhMIYZPCnMCWFccedpgzN32AU6e+l7XLK255yNN5wbUr9Czo0nGuXfs2937hK5y+/hBf+/q3sVc8lM/d9E7++tMbvOTnf5XnXn8F9XiI4CjKKEMzHG5z9uzZJnpR13XjSc6bd/Ih5oSrokRDYDQeYcwkEsxkKl4VwUXsPTGVdhJEus17BVUKC0YKQnD4EBiNx5jREBOavpKdnkNXpqoReatS2YIlW2B9YKQB7wMqtnP1QEHACnXwGB+9+kKgDo7xaIJLc60duWinRRZ544MUXQlKXdcxMhAClcCatWx76LqtVo5SZGUFS+4YKpQo6mrqOm6+IQScq9O9d7lDVYdnN6/lc4vaEeIc4zFMJmPUBwoECWF/u0caYWAMGjy1c9hMng0BEQsLkLu/oCkR3CtgTJMOdy6uh9lyMz7YKQzXpROgpBLUpO4biPPYGoOIMJpMsHMS0r33DYcjA438mjdyP49dknldFodRjXp7D3/q07n6b/8Db3rXO3jG0x7DU/7xU7iuuJPbvuxY+57j3PiDT+VNf/ZB3mW+xZfuFB7xXxzmU697H/Xjns/WNz/HO7/8Ea68+gZueNK1HA4GFbjxxhu58cYbATh16hQ33HADT3rSk5oBn2fyeIRSHUEK8B5bwuqhy3jju97Je97zbsYbW5Tk7hbSMIJD8sm6DNlDipIERYPDA8973vN4wY/8CLq1iXqJhMc5CUP7Z8qRo5ex9OY38pcf+gBbpyccwtIzFpXUV4LuJNYFGGugX/YwBMa+RgScjimrkuc9/7m8+KX/hPHZs80iNsu5WHTTAGqEK44f5UOf+zx//olPMfrm7QTnKSXu3V2z6WEa8SsRvEIpERI/9CEP5R+99KU8/VGPYv3kSVxwqICxRSTw6WKPszFFdHbciJXVI4TlPu/60z/l5Lve2YiV7Sc8UlXUxbn74MtP8F/+2Et48tUP596tMxRqKVH8Ao+vpDXXhShAVBhD7GtpqHs9PnT4MPe+4x1Nx1/RXI6aIssinZbaCiAmOqk9IwyD0qsqnv3sZ/OyF76AU2dHWJ2PM9SOzre5F957rrzyyn1zcDoHF9Z41A9il87Ccfihj+Pn/sXP8O/f8RHW7zrNf/OcJ3DHre/hDz92Gz9+2XN57HN+Crv9N7zv1q/ysGe9iB994nHePx7znTvu5Ku33Etpe8jlj+AqDIeoECP44LHGUtc1o9GIkydPcurUKYqiwDk3V1rEiVCpIxDBhbEB5ws2t7aogzYKjtHJCynElpsqBUzXXPCkwRHPw7B+5gwn7z2FDLfwdUDsoveNPL+pKrboMRwNI2kJgICEOK6lycI43V1fCYhzGKAvQmFAvBB8YH1jnVNnTuM2NvG5vXPynICFYGxfyAyGWgMSHJubG6ivY0rCWHqk/i2dTp9p6WsEF3FBzgJT9WjEqVOnOHnyJKfvuQcMaU7HtII1ZsHHOK0I4tgeO/x2j7PrZ2NFQyv1tF+mAqWJ1W/D8YStrS1OnzrF6eFZKgqseha5XiSTMx2pjb0IqGDKglFZcvbs2aZXTqxMmgLaDDa6jczF/yskKzvHAw6HQ06fOcOZsyNMmC+6MJuOzS/vPYPBgKNHj+4LAL8EXVFBa4f0SsYIvVBw/Oon8cv/w9MRBE/N4cFlPPZhIy4TZZPjPPoHfpBHG4AAHn7sp/9p6wsd2xQY3UC1TES/+ABndmxRFE3uad6FpyhLqCNAMSnMnUsQz3+/0mp8KYjIEpUjBaUnBoIgxlD2SoKvm3r1g2iqigs1QRxGkrCTNI8oPoTudRgERD2lMWAE5wMWQ2FgMhlRTybQKnluWoNzEKpFFCRqyoZUHlcUJSWgwTebfLfLUuzz4GjzL6byNVURq7/quo5EWjGpb078g+D9As9uRTAYK4QAwcc0VFFYvBXExWfWs3/VLpoiPxWxQsfVLjpkaFMKrgvcGjVKn0ydKB9iqZ4pi1RmOrXZf2cyselwgiu5dUDkbglQFCXeecbj0Z6UUrfXmXYUI861B3C1CFJgehOCpIyqm6AyaDwVr5YyXMGN11p6S8tNTbI6MMUWaguUAcGDsUOMDlhSgJWmJ2Ymz1VV1VSMAHsSnnaupiKFm3yI0Yi00fiQxWdIE1SaUlRNobcuJy4QW36jVECtDmMLxHvqscMHh9gsSH4wzRQSU+veUwI9Y6iDRxUqYxENnebdJXkcJsSFqwAqBA2esqyoyoLJaDLVL2jNtUUO10cTQoibszWWce2YjCdJ/ttEYNExZwhS40JSlwBiF9qsquh9wHlHWZZUVYUPHlWPtVWjY7C4vJYpn6UoDT1bMBFBxeBdEtPS/VW5MAKGEMFdiOuWLQpsHcmBVop9r2a5T8spDmOSGFw4R6AqMaEazsX01b3wujBtDGcMjAKEusYUhl41YDQe7sk6kZ2aLMWQ0yJ1PV8lyjzWfVdUBKQXw8oAZdX6GVRi4OHfw0Paf9R0Ul+dejIWYDB1bVosdmktLu1SnExumQcZxgBKQE2aqJK81CAUEhfFQiLRr808VoVgwITuCYcBYZD8t1qE0gd8sEzMJDZ+6vQMOjSN4kOeiiUpGQD4OnrWFCkNFTqlHEZ1SEuFgkT570odBQYJsW+OZvXWXXqLLHbkAnLnXFFBS0thTTOXowZFt4cPIlhRrEbVUxGlUBiksj01MRLnNYKMTJLVkDoUi1n8MbbgtaaYCKbfw2GojNALyojAvkIjJQFmQKA2MRJqvYIJTMTnevaFtdjyJ3ZqNEz3g6h9kQGESV1oc1dUieWr0GnaT4EgBkvApAhzhWObgHOCBDc3eMtrT15/2nvefgLvBa8xun82y9rfg29sIipT2eHQNKIpNRE6W+VOCpiQc33dmSZCUg4jx94MC77YXqQpKSqkcZOLkYtYMO6zN9D4IN1YlFKXqdy4RGlqG0Nmu0r4LvxmN2OqNPLaDZhPaag4n7sb39ylMr9yAbdJ0Yscvs59ZnItVsy3avYzFtriNSTBN21WkuZn+3n6OcIa5bDzebUk15t6ngW2VKFHTgHnrNmO53LnuEMa+9xetyPLvI7WqbLjjPbo0LNrziKsQQ9IcNGEw/Yi552ASkCh1YU1p0J6JNEhAJ0+hooQRJK6YXc3OqabolRyQbx23ywKNA/bQbS8wInGDp09oJ82uxDjoZckMqNEeeRMIqyISn9os80t5MN9MaapM2OWpI5t11NfkdTlt8u2qCKC1djqPSSPEqTVcn1a7ZS79UxPfgo1FtVmveLZc92lYeqlNZmtuJqq3jZ8rQMwlzN/ApgB/DOuh+wPmDv/Mfe2t8hu5M79sgckuNhL0yAtryn9O4k35UW4TGxlJKVRdBrpyNUjXVks4QtRfyF9FsRnx27RfY77NCGKsGWB3Agw4sOSO2E0fVw6tNgJdWoV8b46iUBudvE9KMAi2hQO5//KG7sVTZ0yu72eKNksZFWWTOiMn083jHMiFwfAq1YEDQZtpczyc5nB036btKdA9JLSRrV/53R/TBPYnJ0TO4icuhMrR85L18Q42Vkun5+pDp6rRVp7/gFcXIS1PeiY3ps2HiqJBLRYQqcpTB+ivsQlaIpjEsgZkG9mwCegI4GDjS4Ar6FhVZTEfgwoOGIDOZFuI0Mk8CaJPizECEqBwcU7zUEf5JbTmvLROzf3LmfwFEjEcuqcJsgtsuWAj+8O8CCkdSGDqRgl2s9CWtXZxtLKAR/yGdsJnuO1JWCqia/RKcJrEbx1ZxpsL9Mi0AUdYD57QIGL3ULT86dFYvwht0yOzlPApFLUPnFjz7/aLMYaF42uPRMl3sRl4qaX0wSNX3fACZ3RE1FKlAGwlJ7OCbEnhr3Qd8xpAngRJLVfzbLUFakE7AI3eFEe9POZIokQR7PaGWJZYvdlqFNwEbk10kQqclTQaCyTjed67q63W0pqsWyadlIMmRzZ5rYswunn+9A2TYTILhvX7YnNEG/aEaK2GWKX4/zbeTZ1JcIHGdLkaNxuzub8e9SigYpsDyhw0ba96+1gUDyoSaGAKZ8hV8Asp3/PEjqzV9DlLfcYShH66qmIRMMMJw5iaHPWTIBSTeRbAMtRcpRCDD5Km3U6vtGzNAQDqKfQCC56WIoEOHK1SLZFe8jvyxSNCq8kJotoIzo0JVR2S+iMz5KmskhpWmY34EZ3OgoHitCpafwScTBzA4TcHvzcTf2Snp4kaeqcdso8lhy2lwMQxshrXouAmvkiU/G9aDvWw0twWZk0Kq19Ya/tfHyvf+Bc7LHtNXPfNEHLHJGIC59qbFO8DCwnRKoy1bkIEN2S0O0cdsRmPb3k9QURVKdE0o4rYTs1VW2qMgqEARFghLQJZcKsdlgqZyRFrNLGYBD6QEFINfXnes8HCVxAfmZCLInTHElIY88UrHZy7AZcSJOGaUczmrHPm5+0zqkBG4ts2iCk3KG4PZ4i+w8u2k0KGvGslAZugMYBMFUlSEx3ZHL7VOcC2lC5+4T11M4JbjaDHTqLvO03sIAHGLjogikroY4KmOUEF0qKUGCAoYnAYg1YSsuFS03OYrRCmxBzl+DCG8WEwCA9NHUImGApvCeQ1PUOxtqwiwloYIsaIbACLAVl00KlgSJ53KHDC4wAZkKR9rZaSgbq6FFTq0bhJ5EE6nRHXfniK3SmFtWJJ+SNgJi0yQdSV/BO529IOg8ZXNjk1zfpApUZQJHepfu+PXthChACQQLOBkR9FAJrJd738ypi5CelnQR8Tj6JYHS/S1kubHmKlCE6dM5My9eNgjdT8GbEIMEnXpFB1ec4R4fnp4TmWWqFL4JC8HTp/e23iN8DClx0YUEghETmTJMjenihIVOWErUurEzJUXnSm44FaIpEDIskw7xQRaJh0Fy7vviL8PksRwsKaF6RPBs/izyY7q4vkwxzyaAmr8giqdMhUSK5Vfq86IDiu7HdcvF7fYRMlG3nwafr/bm58/RxEwI/UJauZUeofl9OJNquMzWnofYb+VykxeetQaAxzbejHDWa2S0FJbrwAOpCdr71Zr/Xogc8uJh3cJuwVQqLByVVjkyrNAaaleAiIpZWtYjpevJq1LcYkEokNXofeaGOyPhgPj0xNBtz8FaikFWfaadtS04Vd4j+m5ZHcUyLdA4FNCTPA50WaYGzHYU3qS9DrIDqzlRoOBaqKSeeoxJNOmTnRtHmXMCCz+7Me0oP5OzUkOZBXUzLWhGLagoxwJlTOC3OxW4WRbPSv5tXtwgqJ9YbRemZz7vQudhvYAEPMHDRyQJvDDSRi/TdMt1oBsASKdJFZgRLAiKaJF+7MyX2FcngQiQvvV0nZC6dxX4TdjrWEq/bXILNJVeqhaljRB/oabfpmEtlmr3UmQU3cy+6dl7zLM1yzG3NhUyGe0CY5nVjp7Mhrf9fCNMDBo6ZiVxcpElKx+13P90DXMt3QXtAgYtse/lwNLX3KYensfEoItDDxMhF+r2gMVctmRQVz2bPzmVX0wgq+sQqBhMSejWwj80W98xC2mUKJFVpJOGwBrR1nPZJm1xoeZh9oFClTiQ9w3QTnG1cdtAW6ja4kFSY321qL95HiyZ+hyRBAM1vuz9BKeJxkEya95zO0VRdtn9zJB5+BuKkuR4a/sW+nNpFWzsaET84HyjV/OPGum7PEI+x+5nsNbCYveb9BuYPSHCxl6ZMc3VBAIlVAkLkWOQSSUd8GA1T1chLEVD0EntdZM6FSiCIppI+Fsop+m5NiAqdmiphsgR4Hmtpdp4u0yJxG/BMh7IHWBHGku/5NBS53w/0d206HUOdXaCzAEaXYi0SSaUG03QQ3iH+tggSlnNaHF5tLQg7Aeh+XmIG7zvOQadpwINubc5QdhJ3pkI6TvsR0+W52rfZG2T6eqAGL/4BXFzIxMSSwxDDmqrahMMtQkWMHJQkjoVm4H9pAl5OklJo4iCYtOF5QIPE7rIHeJUIMo0UxfRIBFOuNbpdh+3zYiCATRwXgxKSvsV9dUU9aNZELohj3vWVtFULd9MCOO+9bTbAgzO5FWJ6NUzDMQuLndL45hTwItuFCJ2Lfv7z2j8QOu+nJal7THZnVCCVWIp62rvnbpyLeQc3aCrUU82yN0gA9bmELoKMglRjLSYuHvk8Ol6gC0kdQxMC9ikdoxqapPmB3etUUfUQHEXa1LMsNKlKpusNMLdJVs1VI9KkDWyLX3NQCZ0qU93LmIaYnnsEVt0uzQ2nZeazbCHojmd5CuCmrcoXe7Sj7xrPN0w91vTTS6m3sJvlhEhOgcQUX3rptAniopoSt4Cgmqr44mwOulPPVZnypnKkLkcwugYfRuL5tKuiQFO/mfnXi90ipucDFrOkzy4jrQsPLhyKeqjMNsH0EC0wzuHKAuPGiO3FDV2EkEoCQwgYY5q+9vMMoFGHFUNIrwpL4Q1m4hvBnwKhL4JLIi7GpBoDjV1Lu3w0A5rEpQxKoEYpEQpXU9saKHYSBr5La/MGZidr9ykAQcShtmYgSj9+ktQcDZXGtve+wwVCJERBqZCiQhIwOZKiu+dT95Jr0f6evR5vgahtoQ4JAQmxWVmOyxkNabS7TDvFSKBLBAujhjLvCgqSpL+NMQQfsDZSpuMzXky1A+awvEbsxrSfe8wFajw2eAqUsQTUCMFo4vNcgvDQfZ1ebK5BTSytL33AqSMY6AcIIYDsvcj+Xs3rePaGYBR1gUIjXPAJxPVM0RA3fREoY1lfdBpFKEyBhu7IaZmoPEHoGUF8oEDREPDGUtRCvQfDm+fv+eZuG5jnn4UQsLa7BgoLDy5K9UhhgQpLCQa8sZTeMywHVArBe4qioCji5ewlIhOXCZIBqT2hhHGluIFBNCRCZ1Rq9JIJaNoodXbNtvekHgylxbqA4Km8p2eFyWSE2j4i1f3+/hCmPmVbIOrSeOdKKJcZFyuMKHAknosBaxXxivWx70hXJmoRLLV4jHpKDVQEBj3DGTzj4OhzrtewZ8ffZR7v1cKsQOkFqwWqwkQMWhQNNWAkUaG0F1vhdWLxeTGoycJHKRGVeTa2wFgbr1mgrmswQln1wCvBO8ycC+QssMhzvj3f758pIQhaLIEpcbXBe4slllVTGFztmfsw850ikJoCGsE7ZVgrtRZosIg1DcC734fYZb7u1fqsqnjnsIXFGNPo+rTvqZAE2oKF4CP53sZ/m+DwHTYXURUCFtszGFfg/TjxyMA6pQqG2s4HbowxzbydHdf8M1XFWtvM6Uuxfi88uCAY1G5w7x23ccddJUtXPJirLhtgCJQpqJgXF1XFe98sDucb8O/GjAt4G3sulIBXz4ZMGFFz1JrUOCtOXnSaA85Eotp0W+4UQYyCekqB7RrO1kpp+mwMDtOf1BTe32+Ecz7V00sxOVWVcttTro8xtafCYAth6DxeDZXG6pyuxldQHJZSKgpqFI+RAtQRalhmmZIS77d2zLM983p3O6eZ72yDv/tjtVMqsVSmwIQaNxnHCinjWFEIISt9dGMxXB0TTIU6DAWR4BQhjqrgXE0IoXEeau9iFEPiQjnvGLQX4B3nNvdcV4I61DkwSmmXUFMSvKH20WExxlCG/Us8aGriMqwVJ5ZBtcRy1cf7GsIYbExNzWNdKCe3vy9b0EDwIYIhI3jnqJ2nEZP3JhbQiRJMEaOPThDv9ux8djNvHMaD9xFEVMZggjBWRYq9mb/5u3MkIoTQ7IW7ReWMMdgE2ruKQC88uPAG7rnlE7zhdW/l1i3PuHgUv/A/vpzrHnwMqz6qZ5opuOj1eg3I2IuQT9krGXlPCI4VKelXJcOyQL3D1i5lVGMEQVMIzJDEtgDbcSF16FWY2qPO08dgtE9V9XAjpQxKkVM0ezx/Zksuu7CgUPYcRX9CYScxM+wioVNNjHsKkXfShcXw6gSvE0qgsODDBATGheG0mTAh0DdmRznqXoKLC6Wi5jqGQiiU4D2qKURqU0stW6AugBh8pzXNikjdlHqLqVPaPOBDfBcxcbF0MUJprcU5h4rBGsteVaTuNpbthfm7NVXoEUDHqFfEltRujHGBAQa8xxqDl/2rGZfoxtPDoV7xIeD9BBOGVOrwLuDtcqfR13nnMClN6olpcCMGYy3GWDDg8CCp3ksT2Z2AFY2UvdDd1YkYMAXbboINhgnKWCInTktlUnlsPX/oSkQawNB2rvN7O2KxA5B1mBpZfHBR380H/+SdhEf+E/71C1d57W/8Pn/0zq/zSz91mKOrY4yJmXiICM451wxkCGF+z05AbVSJdCOHSqBcMvRNRUWZZKCLHaF5EZnmqTt2SeqxpxSLmIALgbqq2S62qCRwuN6mNiVOCuZldc6GNi+FEpwCbgSEPlosM+ZeHIloaOPxQxC0w7hyJQHvAxMLUhj8GKyRGLOYFEiI97phps/wLfZ6bPJ83hNAp1AWBUE8m9SMbMxfDzBQW8Zp85ZG7WXvzaD0NOA1kQjJ99M36RlrDMYaalcTgqcc9BLRM/IB5n3GdwOD+T7OFfnUmMKlGqC+pq4dBYHCekJqh1rjMB1wGi76FDVQmQAOVB3Bj1HvwRZQDhjXQ2zYG7m484HuvXhGQhPNaq9NAQ0ao8omhmhs8IgqwSU2kUoqCujClECB+gEDDVjpM9Exk9RlufA19dY2obj/aWuYjl9+Dmb3Pe99E52bTfX9vSZ0+jO38+Vveh7/I9ewfPTBPPOJj+CNH/gw69uP4MjqkYS84u/mME9VVSwvL1PXNd77uQYwhEBZlogpUKtUCJXpUdqK9SJOULSeDmTmTl6iOOcKgHWxjGIMhYFKCo4Mlhm4Hlulp7Z727zsUoELVCmWB+igpA6RPFuaAkKAyXj6e77b8FCB4LwSXKBiAN6hfsRqP7C6NoAwoWht+u1FdN6xaRO1oAOwgsFIRW9tBVsqhdZUBDBjBhUxJDfZ00POmIBYCg1EroWmyrA4t3shsuqXl5dxhw5T1xNsVVKV0pSx+jk5ATvOpsUJmHduCxBCwTgYXDGm7JUsH16ltCamGqyh55V9VbsTQGN6tzSWclBQHVphewO89iiqkv4ec25meRfzgkPyeqQBawQJgrdCURQMypI+xDXCELk8krk9ec51N/7CGGWc8EuM0GE8/V7Fkd4hVpZg08x//PZ8zSAihEC/36csS2AKMvLPYC94Ree3BQcXSnHqJHfoIZ50bJl+gDXZYrw5YhhiJtgaw/r6OqdPn2Z7e5vxeMw999zDV7/61YYRO48ZAk7BWQdasoxl6fQK3/jO3agbcgtwgijslEsUp2cf9/wuQ4oK1A68g7sAvWOdu2+9m3ttxbbbpHI1dg9kYmZD/qpKURRNCqoLBKyqHF2/i5N334YfrnMnsOFdk4aKlTrsKDnba3NE9UijeY+tqXDcCazf+TVu/dItFGOHSznPWXAxr2VwC+CcO2dhngtsKAytUBjDlXcvcebv7uHsVs3XADy4YVx+S7rDyopSp3JvCwQ8QSOw+BZwauTQb32LL5Yl9dY2Pjhq7ymKMnqgQTH2/s/v9v3KIeV2tGIegKgopVYYKRiZTUpjGd2zxNfvOc1hlNu9MtlnpQ5VsB7+DrhrPOFLt3+Dfh0YbW3TDz20UlyomecJy2PYfi+KAufc3Jy45jqIHClrBHWKt8J4MOCue0+yDNwGnAkh9ifSWGVX07AxOrNcepqkkrgXOD2qGd5+N7d8+SuM6iFmXnDFlDfknMNai4gwmUyo65pDhw6xtrYG0FRS5t/v0hYcXABVDxWDbgth7U5DAAAgAElEQVTWeLA9iiXBi5Cpkp/73Od473vfy5kzZ7j55pu58sorue222yjLcm5wUYjgQ6AuQyzyHNWsDJb55tnTXH3tNbyVimAr8vJ7jkdvul06lFgTuaoj7qgLhqfO4N7zPiajDSb9MZY+hPt/m/NkhJ2hYlXlrrvu4tChQ6ysrJyzSOzFBqsoa6bP1za3OPHYG3n7eJ0z1jCWAmt6DJwjmIAz3S3Q3jjKSaAvfUalZ90EjtRbfNMOGJ3p8/4//xCEzdRMbe/JUarKyZMnMcZw6NChc/Kjcx1TwZVKOXEcmfT4en+Z9Ydfw9uWLatLq4QwwDsP5YQ9IzbMmNHYnM6EgMURsKg6DhG4WwZ8cWWFy/72b7n7lltwoxFlWeI1YG2Beo9zfi5wAXFhHg6HnD59mn6/z6FDhxrvb957qqp4mdDDs+wKzvaWuX004thTn8xr/DZ3L61SuP0qFxGcOJapKSbKvWuH2PrkZxh+4tMM/YixQF0ZSn//w/Z5/DLpUEQYj8esr6/T7/dZXl6eO+efhQ1FFWsM6jUSpPp9/u7O7yBPexZ9P+JuiUXr/WAIwVLbGi0KJHQ4/io4KeJaXNcc9oG765LNO+/hA3/5Xk5PztLTcq5D5DW6HbUQEba2tqiqipe//OU861nPoqqqS0rIX3BwIcjRQ1xr7uSee9cZasEddzjCFdfQq6JOIqo84YlP4OEPfzjOOV7xilfw/d///TzlKU+JC9GcXvVuNyETZ4qyZGTtvja/kSxHrsR0gfOo91HIK0RRr3l23kz4aYfUJpMJVVXxK7/yKzz/+c/nOc95DuPxeM/BRfwiiykLQmHRwqISe1Bky55BV5bFefIDKygSwPiA8UpwY1Tb4uB7a4PBgFe96lVYa/nZn/3ZBjBngDcP4RAA1aaDrxiDlBasjYRZQHX/JF5FBJlMkPF4KjrVnmPpzOZZKDMJ/JZbbuGNb3wjN954Iy960YsYjUY75v081twnBGMNagW1RcL8Jo3xfpkiEpAQy7pxkbuwV1of2bmrqorRaES/3+crX/kKr33ta3n2s5/Ns571rE7TqliLLi3tqwxYkJDKYZMTFKKsQa7msHtU6pvLTbOjNxwO+cM//ENuueUWnv3sZ+/ghYnInhU9nM8WHFyAX7qeR33vCT71N+/ho5MVbrr1FNc8/ye5YhBzZirCyvIKK8srOOcYDAYcO3aMK6+8spPzmX3gVrlk9Ir7tHM2WW39oCM7cuQIl19+OYcPH+7uIE3nuGlJb37vGlhkyxSa9vFyx1BktfPjHz58mF6vxxVXXNHNAUIiL7Q2kf3uFpnNDAaX5DjHjx/nxIkTHD9+vNv5nCxXmcF+QbfpeSjdpwfaEaATJ06wtrbGsWPHOHHiRIdHTcdmf9fodsv12TVLdcdjt6e2sbHB8ePHgci3KMtyR2qqS74FHABw0a9WeOo//zkmr34173z3Ot/z7B/lnz7nKqpeQR0CJgRMUSDAZDLhmc98JldccUVn9bvnlAKyv4vD1H3r6OvTOGY0nN9Vlac+9alcfvnlze/tZnuhcBgPMM0wNY9El2SL+zrGJV6pbrzxxoaEtZuQ2dylfPnvW9fVcTZvYSzP70OHDvHkJz+ZBz3oQc3neby7YtTvAKr7ZBnk5CWkiyvNUbbsJa+urvJ93/d9zVhf8BwvENm40P3Z7zX6nPs7E3md19rrQlvXoigKHv/4xzfl23Bu1V+XOheil0Zq8f6bruPoI6EiGNiSEUujPqUomxUsIdgWzyEPVE6HzIvOzlf6l4ftUrTsvS+74INn5kuLZIJQe2zbzOS5w/IXsvbl7cdUbTbe8xw71k92Zu2Q516rG6YvXozQ2/lsJqLSlWXRIRFpCHH5871Ii+T3dqOy3AxvPymd0atPIHXm3GA+nY/mu3Yp0W6nWTu3OUXA5rYZ8J6jFdMxnv8QsyAhj3WWZmjrX+wFl+hibMHBhYK7G+Qom1IyMCCsI26A+JLtSujL9IFtNvzzCIbcH7vw5N/vAPK557djP56T0Nre0LIKXLtmug0ydrP5SzHTg8g+R4h2MSVhjg6foNnFvU1Q3ouKEckDzPkCNLHh0n6aXoBMOvf1p+/I0aHsZc+tc8F9bM7a+se+tkZt7XLpP9u2F2toewxmoxgX8/0XGv8L/f2+yqvHM9jxX7NnuxdrdHue7rZnzYLkvXK+7/O8FhtcpIkTJjgpKVAkGLzdwrgKKWLjIlV2hIVyKDOj4y6UEpvPF2jHm/WAAtM83/217NFlb649vrPSsl1Y0pqLACZdYRQpI/+ks2NDa0xb9z/fc0XmHt+Lsbquz/Gom3OZ0wPZLe+fx3QvS2rvr3Xt2c+qFcK5/RjmPwhMp1ErLK2RSKv7CC6khW1UdrnXe4DqM0hrS1PDuXoXXdneSIDNb7PzOD9nexX9nh3ndjFDGzC3xbT2IjJ3Plt4zoUDCCWFC0hvTF30KHQZMbEHqEi5w+No56bbg3l/bYdq34yMtqruf1pk5r/bZ2NJnsEc3z8bQmuH1y5mUbj/Yx+zwPEYU1DRtgieug0qN2SsHfOgtebOOb4XY20RnN3AxTyLg5n9PmhAnMr+ajBki8CyPdf3jmTUBlDtV15P2r9zf63pfDqb4pG0ue/nKMvO9x088JmI8LzWTqN+NyJ8Fxe5mM6JWNM1/c7ZOX6p7Xzc+nzfd73++AByMfN8dg1oO4CzHK290hW5GFv4yEUs8gsYHzsnbskWS36AoWZkSmxQSmMSL03OIbfMnS8leswaFDUhFRTRlB9KMMmTjQtgSN5sLPETJFZgJ2DiQU3cFFPCVdMCkxNxnjDdMFVSXjY+PNos/TT/zmULimA0Sj7F+Zh/Pt9Eakcncv4uA7jZRaJtFzuBtbUg0Er/i7TKRDSRztIYSbwBeJGmJ4VqSHnMBIbyfaMd8g8pAGFiCW8zlu3fiXmOICZ5ljQrrWiMnGHSrJB0/po34/x7+W8usChe8Dd2Riba5Fr47tT1zjlWnp8hRv7yD6P8Nighjn5IXrwkD0t8vFDNXJ7sF5oW6Gotp2kueomj3fS5aUImUy59/KvYYVgw8WcSnwFNR9D23cpzbg8jk3teTq0KSWU0SB7HPN/TNqgtSKeA+HhvNCnriqbklNJMx3hmrWqPjATSm0nHTqPWvivxL9P8l7gAxX7K8XsMMl2TIK0h59siLy600SbInq+fxW68gYsSMRNJnVvTUy7TdTqO/9Qp3LHexN8mj56IJgpSWsNb6660RlmJ+izgUSnS9+XvyUA4ry0gJgNkT8DGVUnjdwWJnZ7zQzjdDwATaLuv54tSZoA2m27K45zHb3bcu4xawP4SlS/KLGAwYOMassJyFM2xPfpiKK1NG04c9PZg7cXABR1Tq4da2AobaFoVg47SxIUxipcaxBNyTZercUbBwMS4GIHRrdycb9qoT3xsDOVd7DVgBDGNS5PbnkKAGh8XDQNiBDHg/PThVtkG55rv2gvKfzutVBRFM6az6aZZz+9iLar/RVMfOzCG4CGM8epxATRMmASP1zhWPijqx0hwaQNS6jAh6ASvykhI/btBTYjfqQFvtvGujmrhpiaII4SaoJ6xAU+IoNEoXuJ9io2dlLE6XJiAKkEnOMaEoExCjXcOvDIh9orQEF+eutl6A/EcYr9nEmAKFwzZzo5xHvuLn9uarj/t5xpAPSF4fAhoEJTARANOFSVQexjpGMcYXGDChLEJ6dpHOB3jVVF1KNt4U6dLCnijxJGYNAuxxzNkyFhr1Gu86tR0UKlBarwqLii1GaE6REMgmDGoZ6KBCQGcor4mZLlsBcLeSDfvNm/3hswY0ODxqozFo8FDGOKDR7zGNUNqajeKGhN4QhjhGVNDHGPjqAXGElAC6j3BTFBRnAmMyG3iPcEHQpgQqPFmRC3gJd1zrRlLnHcqY3wYxXkRPD54RgREaySE2MvLROekmTfBxXcSBNc8mS9ufHNabzchuLwZtqNFWQeiDS52bLAat/KJepxuR1n+OjDRbWqNXVK9m+BDAEYoMCEQzCiu496jMkZVcRrVYb1MGGfQLJN470RRMyEAtfHUElCdoLpJbaAWD2GTqDbrCcYT0jg7SXPAeZycZSw1njEaNI55EzkSCB6XPCmdBEIYTcvvQ8A5t2O88uf5vS3r3U6DzAK03SIY7XHeq6jdwkcu9tuUCVtDYVAUuGKIbI0ZDQv08IBVU2CAURhSFRZRz/b6Nn5wmOXKovUpNs8E6mNrrBUlvW1hWzYYjmps5TDDHtVSBQPoS5/NjdOc3RpSyCEOX75C6TbYWB/iVo6wpiW2D/Xmae7aGqIBjiwdZfVQH10/y/o4YI+tsRQMVrbYGNZshx5HV/uUi1xXGGC8scG6OlaXVhmUSi0eW1exe2EhBL9BOekRyh5aeASwbGL8IOIqa6mxGA92rLieY7h1htG4YnWtoF9VbIohoCx7g0UIRjDOxYiHtWyLoWcCBtg+s8lwe4Pi6BFW+8uxs63W1NZgVNDJNmI8Ug5QBEsBOsZhUCrK4KmNR/AUlCAFmgTiozea7oc5nze4t6YpImQEgvcgijGWoNFDVTYZCZShjxqP+oKK+AdBFW8Eo4Kpo8c1Lh1bFpaDp+8VTC95WcTvxGGMRrVNhIDFeI/Fo8HisWg5iiOifUqB2k0oVCmK6CPWavES6EsRF0IVTO1QM+T0eJOtTTi0epS1lUujg3F/zUHsiIoSRKicMrGBWixLKqiEmB6ZjAlhi3pwiMIXEYSVUEiIEuyqqJagUSBPS4NXMDoBBB9KjDrqokRCTekEV1nKEAi2wPoIor0tKUP0oGtxoD2UQN9PoDLgyni+vUA9GbM9qRksH6KShIhTQwPVGL2NGHd+hc1seSPMm18G0Zn3NRtN0qAE8TiGFLqC0QAaIxfeBCbGUailqIeoXWNslL6OETV4b9kuYVmiMF6oQYrYVTUEy7gI9HUMfsDEAhLo6RDE4LVAtcQCzngK3UDC4RjVFIeqIbgh1vZRcRD6eKuUwaEGvBoK2UTrwJ0n1ymLQywd79GnwGJxQSgmBu1FAa66rimKookgZ5A2W7E3K4w1G+24r4qR3YDIPODa/uqv/uqv3u+//ntiohZbCNYYbvvg2/mt330P/Uc+kmtOrICJfToLqZjc9lFe+Zu/zeera3nUw49Tf/UjvPLf/Q73Hn00j776OKWBj//lq3nln3yYzfU7+Ys/vYn+1Y/kwVccZXzyZt72W/+Wf/fb/5F3fPxWLnvEI1m94xP83ivezMbV1/Ooqw4xuucTvPY3X8Urfu9PeMMbXsOXv3kvJx75aDb+6g38+u+8hlOXP5zrH3YZlTnLa17xm/zFzSd59GOvY21pgak1UvPeP/hN3vq+e7j2UTdw5FBJTYFMoDCOwhYUpocpLC6FDytjEemDsYBlsnWa2gqlLZHSYcw9/MUfv4LX3fRVHnrdY7j88CoVhh4GY2owDpc7fhYWjKFEcKMzGFtw20dfx++8+i3IlTfwyActM5qcRqSHNSVehlgs1qwgxmKwjLeHqB1SmkCQHtaAlTHBV4hY0BDDpRLTOjlkOsUUXYO/FE4XSaXJOWHk039XlFJgESxlbG9vHFARTAzil6JIoUhhKIzBaMAZqKQXS/0sIBYjgogBaiYaqCWPu4AxqLU467HBUUm/SWlUmv5OY2KwCCZ2RxVDgUH8CHp9Tt/5Wd7wqt/kVX/8QcLhwzz+uod1PnrzWLzlMXdXSkqIeEVCjS3jZmE0UBcVUvao1GFMiVqhECHOMAWpCZQEEzDWIJg41hhEA9ZYTFFQiGCMRYLBFg4x2xjisyLGYmMoDo/F24K+EQoCgRLFo9ZBUSInv8rbXvcfec8Xhjz9SY8CclLANIF/IN3r+e5AewPzrR49eSNth/vbXrX3HoJitUC0x9BPoKwxpo+YgInQHiHgimUKA6UIog5sD7UGr56elAStsaZCrAVxiFi8CKWUiIFC4pU7raiHnqoqUGKq3iggg9icTKIWJyJY00PcNkGW8BYqaghRSl1ry2h4Lx994yv5xV95Nf/5Q59k8LCncc1lPUoT+0HF6JBDjG2ABUTeW7slQwYbs6mQDBbqum4+b4OHyWSyo5dOm06Q+V3zgIsF3nUWxYSqEGqFEsOpWz/F29/wER7xz34i/tSPwC5TA3/30b/gdX/yx3DvE/jH33st1x87zHe+9Fd84I038MwnPJhrDpV86A1v4uP19/Lkqzzvecu7edALf5jv5Qre+qr/g19//de48oqHcO8H3syvrZ7gX96wzl+++yOsvuyn0eGX+O1/9Yv8vzd9i2NXXsfKSsFb//T3+Nydd/LU8W38+Z+9m7ebK3nyo36Zxx4/yxff/SZuql/ET778h3nIsf0dwfu2DT5305/z7m8+i+e85Ps4tnoYu3KY/kDAWzY31hmOHctrfQbVMoJnuHGW0xPoWcFufIW3vOOtcO0LeOFznsFlFQgnGA8LhuMtREuGm1uRvxLGjBGWV5epzIjt0TYbmyBlRXnmO7zrra9i5TEv5IraYsqSygz54ifexXs+fAtPeMZLeNJ1D8NWAVuWDEcjPI7Rt7/Mm972dpYf8xxe/AP/iEPjdU5teLbLiuOHJDZWC5EvIiIEJIacAdOilXRls54KRElzUY+xgdFwxPbZMaGsWFlbpT/eYnNyhnp5jX4FPd3GD8essxRDyFt3I/0V1lZOUExgfbQNMmE0dFSmpJx4tifC8uoay73o/Tk3YrJ+BletMrAFY93ELq8ShjWnNs5gyz5rg1VMBWpKRB0iJZUbszU6zb11j8PLR+gT+NgH3szv/v5r2L7+ZfxEv7hAUmn/TQgRXNRjNs6cwQ/W6K2sMKBGx9usn90m9JborS1R1bC9McJXZ8FXVEuHKcxZNs6OqFYuo2cCbqtm2yileoYKg5VVBtYyHK9z6qxjuXT0ly6jHwLjkYtRCHOG9ZGhXK5YUcewLhksKXZjk9MmsFytIVYIpqRggt+4mw++6T/xv/7b3+Oqn/pdfpHYPbcdn7g4psXFWZtLlJUkc7+Xb3zjG1hrufrqqxsxKFVlc3OTO799J1VRcfVDrkIKxdqA1AZlyMmzW/SKAYNDBdZZjNni5Jk7UfsQDh3qU7iznBrBCgWn/QizsszyZMg9m5uUVcnAbuFGno1gUDtEQp/Dxw9z8vRpPvnXH+cxj7uOYnWNwVLF4YFSb1ZsW2Gg2wwnwNIhlsMID1jnCLLOqZGyvHaUnrEExrzxT/+A3/63v8vo8qfSu/0t/M7/UnPNa/8fHn/CUGiB1zFFMSVz5+hFbhjpnGvI3rfffjsPetCD6PV6TUpJJPZx+fznP88111zDkSNHGrDR6/UA+MIXvsC1117LYDDYUQjRjhLdX/sHcHEBi52gFWsFVc9AHKvVEaQsE1cthpYneooPfeHbPO15P8437voyn//y13nEUx7NC1/4ND580yf48qkf4prtr/GVWwMv/p9fwpOqm3l9fTi1BB7yxZu+zreXnsT/9eu/xlWrt/O57ygnbvsbCgasSc0n/ux1/NFN3+EHf+E3+NV/8UOsVcrH3vL7/E+//L/z+3fXHD/6UO75xEd49023csOP9zh6/CjLW4cwdpH9OlAsR1av4HL/d7zlj3+LN66PuOGHfo6XvfAJFHd+iFe/+o3c/KVT3PDcH+VlL30xV2x/gf/7P7yZ/+/Ld/Hgyy9Dv/kh3v7ejzK+7nZ6r3woP/rMhzFQ5eHHr+HutSvBr/Pmf/86Tm44zmx8h8+f7vGTP//f8rxra177n17Hx//2Ng6vHeX0mU/xvnd/DB71NX78uU/lquuuYfyNm/k/f+O3efMnvslzXnoXj107zCOf+zxe+qIn88EPvpn3f+ZrbH/2r3jnWz9MeMZd9I4d5arb/pI//s+3cGr1Gv7rn3wxz3zSYylt44eQqV6ZlNp11EKMSXl/B2LQyC5DBCZbG7ztTW/ife/6C8zSw3neP//v+OHr13nNH72ZUw95Af/9y56FPfl1/vwNb+dvhyXLS4F7Pv4ZJlc/hh/7mf+/vfOOk+sq7/73nHPvnbpdK61WWu1K2pXVZVmWbckd4waxMcWmmBDKS4sBUwLkDTEtmJJgBxwSMJhqg3s3RpYLuFfZ6rJkVUsr7a62zk6/95zz/nFnRiMBcYJsUN7M7/PxZ6yduTP3nlvOc57n9/x+H2ZJvpfbb72DZ4cKUCjQGhcYlWd1b5Y5Sy7gA+86m1kTC+x67h6u/uGDFLvm0VmnME4bb3zXqex9dAXXXX8b9VNncdY7P8LJi7uJWhAmD0qyb+0qfnrt93hit+GUCz7KGXMDVt5xOzvzUd44fxGzZx53mAn5PwOEJMju4slf/4Jf3focpnU5Z//Nh/mr+QFP3ftzfvDj+4h3LuGCj36Qo9x+br1tJePpLMGow5yTX0dL9BluuHMvZ1/4aS56XR2rbruJR3b0YmXAut2W8979fs5fFOfeO67nx7/ZxuzWJk5567s499QZrLvzJh58chduk2XN5j0sPfH1tCcU27KC973rfPY8eAM37Ar4P+//KEfFoCglIhew8Y6f8+2rfsCewgTaIm6lpb38Wjqw0uvhXcOH6uSUV+XWWgqFAtlsFqUU2WyWZDJZ6VZLp9Okx9N40Tg5aYhJi0sMOd7L4w/8hJ/e/DyR9qW84QMf4+yjCjx758+46leP4U04mrd/8BMsSG7iJ7+6ASGaGNizn5Mv/huOntrE3156GcvOfidnHh9ly603sz7VSjoYIp8P+OZ3/5WI3c9I3yZ+uOo5kq0tvOn0N9DYnWTNvbdw9+Zx6pz9bN44wLTjTmFO2zhazOH05TPZ+NhNrOjt4NIPnM/kOoeBkX1se2ETTfMu4qobv8b4Df/Ax//9YfaMGea1KNKFDG4hTzGZJDuSolAo4Ps+HR0dlQxFObAoFAps27atYg9gbehYDWEbe6FQoLGxsZKZKAcWWmvS6TSu6/5BHswfI97+V1ELLl4JVqBNAaGiSKFRMoIrPGSZU+ZEcIDgpdU8vEVzxjveTvt9v+CJ5zdxwoIelp55Ep333sDW/Wm273qAvmQ775rTRdP2FzA2IKMFPgne8O4zuOcb1/PBv97NOy/7ey4573Tc9AsYE6PZ7uWF1ZsRc8/lr88/laaYAutz4tvO58I7ruYr16+nOPtCPn5MI4/dfS+vX3IGpqmBQnEUQxE4cuvSBk2kIcbubY+yJ9FBcmA3K19IE8tfyJ5n/427H9iKqpvAqu/8G4V0gclDv+MHv3yUQixJrr2dYKQfP4hRGB5iZHwfmukg8jxx/+38ojfJ1NYsT953MzevzTO9K8aOTduh6LKprY+f3vQ41mtkRmcSM74HX1t04LLpqTtY+bDHG087K6zzC9ix9Wm2r9/Li3Ry5hvmseq3d3D1igGWN4ziuIrc2DB3/uhb9L74HMOFVuozj3P51t186itf4vwl7VhUmI4l7BjQ1qLEq9Lo8J9CUGphxSCVCMmsCKRQDPTuYuMLq3h5/0Ze2rCCJ/a5dHzjQvo2PcEN9+c55+xT6Nq9np/86DvcvWGEroXzaYu0kHrwRvrTSS4+Os7KX17JHUNN9Mw+lvaIJqb62L1jJyt+vRZZ18xX3pzge1+7kp8/lWbu4pe4ae0LNC2+gFRxK+tW3sGmkYDomrU8vzlN+stf5S3HTgQVZ2zHGr55+Ze54fE1TJ5Qz1X/8nmeXjwNZzCLRTMytJ90Kg82+tpXlQ4HNuCFFbfy2S9dyR7bipffwsvjY+iTJvDjq69k83iExOaX2Ny7nWVz2rjx2jsg0UgLQ/zk5ruZO8/lpXU7Gci1c+Kyv2bVU3fy1V88z8ITZjO8ZQsbNuyg+LcXsWvNM+zf+zK77utj1U5B51GXsuXplXzzu/fTtWQO/r5trHl0K9PnT2JUWubOWcDeZ1by0KZ2PvghAcrgYSnkxzAtnbzzkk8Te+R5BvIh4TrklofknbDDpPzXwy+JlDWJyoaI5YktFosxY8YMYiV/mepSQEtLC60TWgmEIRPkEDmBJs+W5x/kK1f+hG0DHsGqTfQOR8ifqfju1y/nZWbTKH/Oti1bOf3EFq655gYi9c3EU32senmU73zjM6x/dhW2YRnvffvZ7BzZwc6+DCPBCG22wOCe3TgNcZYsOY25c9MMmXEa2qawb3A3ax67nSt+8iyzF81HjaXYsKeX4SWT2L9vC4sXXML69WvZuD9FtO7tBIX9jAyP8eFPXM77m7tpc/dx+YNbSU89k9n1CptLs2/PHoqjGZpnTWfL2rVMnToV13UpFotIKcnn89TX1x8kaFgONoQQ5PP5itdWT08PhUKhktGAA+T87u5uisUiQRBUCKOJRKJShjkcHZ1acPEKkEIgXUodBppAJAh8Tb1rQh2JMPHN7md/y7Orn2NIScTu59if7uG9F5zJgkWnsajlZtY+9AhDW3cSX3gsMxoaiBQUGZEjpTPkgJM+cAX/ET2Kr195Ddd9+m9Y//hneO9igYw2kC342MCidJheB0CEREHHhjdepig55+K34V7/Y264J0ZmwJD0/nSr5D8XFAnGRgdR04/jWz/6IWcmHuVvLr6U667awY6BcdrmLOd1x3Xx2M9v54F7VtJV10e83mPR0Udz2oJlRN1O0r96gLM//ine94ZlJAFsFqMc6hsbaI4mUFnN9HMu4hc//CyPf+oSbnl4M9t78jROaWbalIUsOuVkprq93HXj1Rz9wY/xen8VX73mVrpPPY+57GK0YxHvvfRdPHDZlfTZCK5bB0XJzNmn8JaTfe6Murz+wjeTev4eHuyNceIZy5k89AQ3/e5hnnz6Bc5a0k6EsP1EyvDBHJTa29RrPDMaA0IopDzQVuwHBktAW8cULv2H/8uyR5Zy5eVfYd2O7fTb6bztvJN55N82sGHLAGbXZvpHxonJFoTfzuwzjib77EpWP3o/rbmZ5JjAG//mQ3zjG8MUgQMAACAASURBVH/H5PFRdqx7hnuv+ylX/HIj6Z19rH5shN9sdfjg137I1z4yjSs/9rdc+8QGHr73ZbbtyTPvrDcwoXc1K3/7CCt/t4o3HXsuCsOj99zEbU++yPu/fRPfuHgOV378vdy7QbNg8Wmc3tLPhZ/7JCcvbAhLTkdy+iK9lcdWrGR/8p388vZ/Ybp+mF/ffR+3XPMbMo3nccdD36dh42186bMf5/rrG9DNC/j4Fz7GMeP3cMk/rOJtn7uCtnXX8t27ttA3btC5JHPmv4Nr7roC96nvc+nnv8fGkffx95/7Oovvu5V/vfJqBgf2MJopgorQ0XkC/3zjr5i8YSWf+8j3aJ00jXZ2cfvddzPd1nHmCSfTHbNhy6MtEGmIsejcC2nb+QzPPf5bRrUpdewR9rdWnj+vfmmkWCxWJj0hBJFIpJLmr+ZaCCHwPI9iscjwyAjDQwPY/aMMmhwvru+lc/EnuOpLHyaefZS7bnqUa39wP2Nt5/H4ip/Btuv5zPs/zq13T6PYcgKf/8KlzBy/k3+5uo+uyY1ccdmHGY4ex8h4no4J0/j4Bz5D85QEi3SKB9Zv5Lprt/HO449n4+PX8eLYCO/99Dxe3PgcmfFxOttm8bVrruPUyTnWPzuAbKmnOLqdoVyWk17/fo6ZMAOdyVAsOEye0oknY7hyiGceepqfPWP40Dc/RU+rApFg9qxZWOEwPp6lrq6Onp6eSnCVz+fRWjM8PHxQ1qHMnzDG0NvbS6FQYMqUKWzYsIGGhgYKhQLxeJxUKkVDQwMzZsxgw4YNJBIJpJT4vk8ymaSrq6uS6Tgc59RacPEK0NqEfPdSgbxA2FWgilnyhQJCGzRZ7ntuNZlgiK3PPYOnDC/vfohNve9j3uQezjprMV/85U95MNXBJ648j8mTYuwfH0CoJBOdGB5Z1mzYwpRzLuD6172NO7/393zuuju4387Dqiy6rotjZ3Ti3LmGX6/bwcxJDRjpk127kqc2DGMcSb0soqe2884Lj+bv/+MONj21na6TziKm3L/0EL4CNFGriUfrcAJDUN9I6yTFms0BqTFLcc0aHhzYhW2AafPn8f7zP8SLd/2Mmx9+jm89s5Yg00d+BC50LW7liWdw9Dh53cm4asEGiq6J05ngxUhGPdKxDt740Tdy3BPX8vM7nmD9pkfxh0bpzaQ46f9GaMrkUbkcRjZRHxX4ecBrJOlaIoURcpkcOV/jW43ruSTidUScAEfnyPZt54Vnf8sOz9I9fR7TW+rJAB6l/vVKjtmGyoyvdeZCgvZ9MAblRvCNRLkST0hW3/8Q37vhTnq39NL70iixORGkE2HhSadxzK2reeT6b7F6vJeehW8iOauPR594jjUP9eKKAh0982jwDLvFVGa1LWaGHOHm//gaNz+wnoGBXgaFS3JmA/lgAynhY2IxdL6e1olddIpxescy7O3fg/PMUwwxTmdPOzPbkuSBBFnG/VEK9V001nXg+x4tTQ5EBEXZRDSyE0+mEaIVrQ63V+E1RlAgm8kh4h6JpEuTPI7lc/PcG/yOTCJKs2eJeJKJcYXSBtEYJ97aRqPuZGJHkbY5nTS81EqLHcDXu4gGORrqIKYMsUg7E729PHDfDzBPTWX7nu1s2T5Iy4mNRBoUdTpDor6JeEcjDZstra5Hz/ylTC6k+fL1t5GZu4S3nrMIiY/FQ+OhjItyBI5vSKczBCJ3QIW2rH1Rlbg43ACjWqOhjHI2o8wrgFBIrloocXx8nF27djKWytLWPJkpc9uZ2ZBkzvQ5nBG4TGuLE+Us3vL2BE888lsCMY1GqRlTM5igFCpjYVITia6pTNnbTIsdI+oUIbuJtuZjyOUjJCbMZvtwGhET+HVRnnj6SbZt3sVzToYdWzeTmHwUW7e8jNfUiEg0UefU0TZnIiMbb+CfLvkVMy86h/rUPVz/yF66Gjo5732fR431Iwv7yDa2ER3L8tu7ruT7v36J09/1KT5zQSt5AdpICuMpkhFF3I3S0dFBNpvFWks8HicajeK6Lnv37mXv3r10dXVV2tPLgVlnZ2clYBNCMHfuXKSUBxFDc7kc1loWLVpU4VwYYyollVpZ5DVG3tVEMzGIF0BECbwcufwGfnHVd1izoB0vKKDTGX5528u88WP/wWUfeiP1Iw/yjgsv4ea7X+C0eZ0cd/7JNH/npzzbcDRHz2onBvgmRT6dpyA8ImYvP//0R3lIdnL+uYvJbU/TMLOByY317Ej1ky0IjjrvHSy7ZyU/uuwSBh98Dw2t/Txz808YaV3KuckoO3qzDI3Bqad/kNffexcrM9uRBR9rj+xTbCmQjEbZseohrvj+Z1hhRrhj9Qze9I5TGd30O/qKSWYsWITURU49aR5S5slP6uJ1b2gi8cQjvLA2R7aQ4vrbbqN71rGcvXgiUerRWpAvjFM0/eSNxGRCCRsbBCRH0uzYuYfopE6WnnMUW1bdw4b+XrxCnjtvXEGvu5792RiOdJg4Ocn+7Xdz43VtBOkUm5/5DV++7EXW37uC/NHHk5gUQxR7ufm2p5hZ7zN/8SJ6Zp1IV9wn07mEBScupJmQRIkT3qjSgidVqUdUvKYBhrUW5ThIEcoHGVlm/ftsW/8Qv77/MeYsP5vuYh/PZbKkx/Mw6URef8odfPmrV9I79S187UuXolffzOjIOMctP44mGaH1+HPpyK/mmRvHyPmG4YHnuWfFHawbn8cZC+eydfd6hoaLHLNsOWc33MZ9v7qCiX0LeeCuJ0lPmMTy7m4SDXHqZh3DgnpLrGU+i4+bRwIDJDh+2RmcceOD3PrNL5B6ciL3Pfgy0079MAsbVrNzrSVnEgCoQ5gARxyapnPCccdw53du5Z/+MU7d6Bb6h3y6Fi1k5NkV/OM/tCEG1vHiUBcnHDuRJ/emGMunyQVZxiN54jpA58bo03ksk0nUR3nhvrv46lcbEbs288K+mUxI7OK+pzYzZ9mJzMk3sqvo4o1p0oUxxnUUNwd5f5Q9Y4a5TXNZOqUX77Jr2TFhGVMXzwIs1hi0FWCKSKJ4tog2gmLBKWmVgCNLImhlAUHgcEsj5UDC932KxSKu6+K67kFZijLPQmuN4ziMj4+zfft2YrEYRy+cQTQSQzqhMJ5sa4KRUTJDg2RwKTKN89/6PsZ+dB0fuewyGvft5ImhhSw9dSIPPZsmNbafYrrAuKexsp6X1/bz8J238OPffZ3+l4/hJ9/+V+acOh+WLeC2OzZy3luO58zzz+WWQg4nP8ztt/+aC99/BnX5GBmdI/A1xdQo2YEx6hafwgVeluuu/jK7jj2Zs//qOGY1K4yYi9AO6++/mh/++90MRKYR0wP86MaVXHTRBSQdw/q1m2lpqqOzYzLbtm2rEDm7u7uJxWIopWhvb2fixIkUi0W01r83ZhB2hCiliEQilUxEtVZRMpkkEolUtlFKEQTBQZpGfyqO7JnnCICDQmhRSb8mJ02nc/Y0nnvqUZ5/OovSBisFE9p7eMebltHREIO6JZxz3sU8vHcz2ZExJk6dxylvvoDOtnOY2RIHqwlau5i1YIDWuKUop/PRz36S/m9/i+u+9wQmvoiLv/hFPjBhC4NPjeO6UWLT5vIv3/029V/7Fx6+41v0S8uUJedx2eWXwYM/4867+qlzPSDGxRd/liefzzEyXeBEw5bCIxWaOKpnHm85w/LSxhe5aecIr3vPP/PJz59P+rl6vvalH7DipvVEpy1m8elnM8UZY+0jD/HE1j3Uty3ik998P/tWP8Jt92xi4xNrOeXoM4iKDFO6p7NosIemRDsds+bQMiVCFEm8vZuehSM013ncf+96nnl8LU0TjuGSr36IoRdv5447V/J8e5y6Y7uYVm+YvuBMJk5+lM1P93HmKScztPpB1t4naJmyjNkLPBbMPIrN0+fz43t2cvynzuH1sx7noV/dwmrdwPy3dRJ3zF+WEiAEWFUhcSpKJpFCsvS0Czjzd1t4cmcvS2ct4SzdSKSwH2jlpFPPZfGxTxGfdApHH3cKRy8w9O3ZyY/vuQ9i3Vw06xzOOKqVRfNm0lJfT3PrUZx75sk89bPH2SWO4dxTFtKcHSbfczEf/L8Xs+mrP+T2p2Mk4o1oMZu/eu97Ofn+/+Dr19zORpHkuPPncGFTI1DAGMGME87iY1/s45uXX821v3qShWe+g3/6u3eTfizNc9s0dXEnFODSAqGO3ODCUs/xF3+EDw/u4Bu/uJZo0wl8+PNf5+I31fPLb3+BK358NY0TunnPZ77AwsZ96OvW0ZiI02AnsqS7SKOweK1tHDWvBeO5FFWU2ZF2ep95im0DY7zni1/n3KNcvvcPX2Vd/w4WzVpOVzRCLiOJzzmeBVtHifvgNjUx7+hJdE5uZlLXYpbOn8j29g56miiJAWqkcsCGZV4Rqaejey6yvaGkK/P7IVxITz48C4RqrwulFMViscKxKLdHloOKcgfJnj17qK+vL1m2C3bv6SWRjDFhQiOu6xKJRlm/biOFnM8xy0/ire9/Lz31hrf/3eV4k7r4xBe+yLFNW+gbeoS2Sd0k/Jl0zC8QKJeGumlMnTKBeNTFSUhy+0eI+WkeebGX5Wefw6VvP5U1L73IvY8/zwkLZhDPDtAUr8ObNZ2efTnqjCDWMoXOBTPomdhMz6zjOOH0Y8nPWkp7awRJEUMCaTLs6ttLc0cPSsW5/66bWLd2Oq87bTmtM6awdMnRxGKKQj5Hd/dMmptbcF0X3/dJp9MYY0gkEsRiMQqFAnCwJ07530opmpubKy29QgiKxWIlq9HV1UUul6tkPFzXrXSjHKp4/d9FTUTrFaAtSBMqtAk8yA+TH4Nh4xOYIg6CrFIk4g3UNcRI6pCVr7OGkWxAok4Ti0XIpzXZiEedE+DgYsbHKOQE0Zghm6wnIiUyNUg2lSZt64m3tVBnRrFDPvnmJvyoQ6MRBNkMA6lBLIL65olEIlHc7AAj+SROXYx6KRCqyPDYCMbW01QfRR3JHSPakhvPo5Qkb1KMFjM0NUykzosDOcaHx8gXLKgo9Q11OK4kNZYmm/eRXpzGphikRxgaLVDX1Ex90sMYjc3sI2PriSY8zFCKdKyO+roYzuAYeePiTID0WA6bSpFPNtHY2EikOMTY0ABF0UC+aQKtcU1dMWA4NUbgRYgn6vBHMkSI4kcK5KRLUyKJGh5kLJ3BbZtIzFpSqQGGSNCSaKYxHsrDq/IjuPpus6HuxWvaigoYbVHlh4UI5b0lBlFIkRkbJEsDjXVNDPlplJG0JOvQKk0x5eOLBiL1iggWPz1M39g4migTm5tJSE06W0SrBPUJgdBDjA5JbKyRhDtIVjrkcz7rHruFJ9e/TGsmYMU9v2Vw7lv4ydVf5KhIiuGhvaRVHZG6FprjCmldlC7pEgrIpIbZn4O6hiQTEg6pXJ5sztJQ5+CoAG3riB7BdZGgpD6tcmOMDQ+g483EG1vwRA4nr0kN+eRjkmRzAl0w+GlDrEHhFH3GC5a6ZBw3M0pGemQyG7jmPX/P04UzuXzlZ0hkh2mua6OeHOnhfYzGGpkUiWLyAQU3jpcbxVpQLc3gZ3DHCuhklOcevp2vfPW7TH3nN/jxx8/AIJEYjDZoP8BEXDw/x1hqhExiCpOikhJVqMT5CmXZTYngKQ+T9FJOx6fTacbHx2lra/s9Jc9ymWRsbIzBwUE6OjqIRCIMDw+zadNmGhrqmTNnFkq5FAo51q/fwOhomoUL59Pa2gh+gaGBFPkYtDS24hZG2WtjeCJGi02R14JCMcvGh59n7onnEG9KseGh+1m1I8KZFy6lMJAGEWfOnMns27+HdWu2csryZaRymkjSIa49xkcLRCZoEiqCnxLkVIqhgV527tiHN30u09on0OT74I0Q+BMQfp7c+DCBioIX6pzUJeIkIl6p1GdIjY/y4qatzJo1i0gkgud5aK3J5XJks1kSiQRKKdasWcPSpUsPMjcsBxI7duwgEolUCJ59fX0UCgVisViFGNrR0cHzzz/PrFmzmDx5ciWgOxzUgotXgPVBOHmKRkMQxXNVSTirHM9TFiNGEoC1BMbBVWFB0gJaUNIp1NhAoIVEKBmmdI1ASwMUUIECFSlNNnmKeHhIsAXy1scTCYyALIIo4Gk/lF0UCo1AWgiMRihVlZJ67dsdDwc20GhHlXT/ynubBeughTrgwxCyINFSgAyVD11Ahp3kB76wYDAKAkfiESr4CVkyojKgHMmBMxZuFwBSl6yZRR5QBLhYCrh4FIyPI30U8dJehh4uFkGAxtUKVMm1QAuE0qW9Cr0Gyt4ylbNQfce9xqfGlH5PYkKpbKEwUmJtSVm+EvGIUE3SZJAI0iZOREJUlCZIafEoEiY7FehQhFsoiSgpb4pSC5VAQWkE7L6NXHX5P/Kde14gisHtWs7/+cI3+Nszu4AcDrHSJ7MEJqAo6onqIkIHBF4MV4SKneE4+xSJIhS42icQBiu9kGtzpMIafGspyDBAcwGMj8UgZLTyMZ9QXt7TMZQTilWFnIZQpE8g0cPb+NHnruDx1Ey+eNNn6ALcAIzUWGkI75YCEC9JWyuQPkJr8ipKFMOe9Sv5+rd+wF5m8ukvf4lTZgp8Gw8FvqzBojCirMVZ9ucJUe2BhAil6w1hdvdPRXWdP5fL0dfXh+M4tLe3o5Q6SFQrCAKGh4ex1lYmQK1N6TUgkYgDFt/30dqilBs+dz2NNbFQvTdqQYTBlI8gYkSpVKgZHhliy4adnHDScfTv2c4t13yPZW/5HPVtiu6JjaFkv3AZz6Xp3baOuXMWg4pirK3yzCmCdSmIgMd/fRP/9sNfgnJ4wwc+Qc/kZhpNQM7JkU/HkEEWN55g+bELwIkAIpTV1xolJYVCjvHMOFs2b6Onp4fR0VE6OjqIxWIEQcCuXbsIgoApU6awfft2Zs+eXQkIytkJYwxPPvkk7e3tzJgxA8/zSKXC1tampqZKAJfJZFi3bh0LFy4kHo8f5B9Vy1y8VjCgRR5tDa4I5Z61SeFKhRHxUJzQCorZPJ7n4jsWJUN9eImDEQIpwPezuFIgiGC0j3E8tMjjag+pBGlRJGpcHKOwyqBNgJGhaiI2jbQxMA4IH6sURSFxbYBCUyi4OEqAYylSwBUSFXhhBHsEr+oA8oBDIXwwWhdhLUUBAh9H+AgTRRuFVmHwJikihUUbD3DQMovKS5SKkHcFjglwjE9eRXBEmC0wiNBVVwiKyoAt4lm31OkDWhqs9nGsE6bYrU8gFNJIkD5aKJRRSG0pKh8jBY5xUELg+6MI6aGcKFr7SGmRJgKiiBECrMcfzNr/eZS/Sz9jwfglhdBQWVATtqU6lX0oIo3CJwPS4tj68lIVaS3GlvpmrcGikdJBa4n0ixSUwDoOcWvJ2RyWPDFZj7AOWENucJiXR8bwhaWlvpG61lbiToFiYBDGQSknnBxNGKRIBRqBkQVcG2BsEl+C61ukyaM9icSr1P6lPHKru+F8XESgQcSw2oYlKor4GHBiqMCibRHXLYCNY01pnAUEKo9rE0ijwBQZ6utjzJdMnjGFWEmRWxP64Hg29MsRxRhCa4K4jyZGxIScChzN2OBudu9K0TJ9AZObFIGwYcnD2pI5Yxjma2ERRuOYIjjxA8dTaU0Mw2YODpv/++NziOdFKpVi3759JBIJpkyZclD2olgsMjAwQDwep7m5+SCOQbnN0nHKstalhYOxGGlxdQHtu6S0Ih6HiPWxOkASqmdaCaOjY+x6cTMLjpvF7l3j9G9bzVHzT8X38igVpynhoRCk8xn29vfT2jqF5mQiHAuZRxNHFAMIiuSjHnZvL1v6+mlr7yI6sYWkEDiBDm0kbKKkyQ8OYUAhPRcTmpIQ+AG9e3tJ1CfZsvlFjj/+eNLpNJ7nVSb8fD5f4WIMDQ0Rj8fJZrO4rkt/fz/5fJ6ZM2eybt06li1bhud5lWBuYGCA1tZWXNclCIIKr6NMDq1W+qy1or6WMApXhQ6FxhLqxeNjAks+CIgp8KJeqFcvwslSypLLoAVhLK70ENJgAo1QLsaEkrZGCYTVxBBoGzr6BQY0HhHrI7TCqmi4crFgRQ5lPJSKIrQD2mA8CKTAMwERrSnIgKIjiBa90LvsyC1Jh/OXb9FKYGQRF4OwEYRwENrBSIFVBqdU/zOmlPWRArSP1DGEZynILAEOjo2AcZBSYEQ25BvghSaeouTxYFWYChYWrS3YNEJGQINv/JB1jQzNtWwBaaJIq/AJpYaVzeNLi7Ae1m1EWIssjpakg5Nh5gQHt1hyVyxRXg6KJ0TVH15LWBOagFmLkKBE6PYhCaXAy06YjnYx1iBVEmUDhAkwygkbZrUOTd5kBNdKMOE3SKkRkSIeCo2LRhATCXxiBBiUzSKMQ2xSKzMnTcBica0kLwLyviRmJTg+VpiwXCMUUgQYKwmEi2sj6NLgRbTGOhZLNPRHMRlwXKyIHsmXd+jdEhh8AoQDLj5a+RSMhzBOyXnXxwsCAllPIAOiCALpEoiACB7aqpJnhUfT1HYaREBgQvIlUmPw0DYAIuFE7xQw0sFYEarAYrG2gAEam2bQ0CIwwseaAtJGsUJjhQzlq7EYbUAESOmBdClntg5Ym8MBQufhZUbLGhe+7xONRmlsbKxkKCDMbJQnUaDyWp70DpWptlaUumWrRaBKbqeBwQYGpcE6LtK6ockY5QwpFESRkdFRBnpHWHba2Rgp2bNvhMGhQVoXzCWXH6e3dy+TJnUxMLifpqQLIoJvogirUY7GqBhWaJJtzSyc2hlOsuVhUhLPCowRGCVxRFg3E66DMWH21ArLcN8QfQP9zJnQDIT8iUgkwu7duyvkzf379xOPx+np6WHNmjVMnTq1Uibp6OiocC7Kn6/mtzQ2Nla0LwYGBshkMixcuLBCni1/9nDKI7Xg4hUQSIssuiByCClxrMJaD18UcaUlFvGQfoFAFnGEB0hs4GCkRUiL8ME4eawyCB1DIghkgBR5HB1HS1FKg7lopQjwca3BxUUHLlZZrBQoHYogoZJY36AwCGVCzwDC1YeRFmnixCxkyYQPF3tkt6I62NB+3oqwOI1TMggsT4gaqy2B9JAiDBowhAZbUmADgZIFrJV4RFDWoIUldKSIhNbG2g/HXHq4xkELwsxCILHCQRFFaBn6KiDByHCScxQQRwRBmH51JVJnIJAI1wNpQ+6CL7Eihi8VEh/HGIzwsI4os97+YpUpgQz9H6RTSrOH7pYCSqu7km23lNiiQSoHIT3QYKyPL8AVDuUVqrAGIwVaWxxhECICVmAcjVtaLSokvtUoEcE6ChNkUDaD79aTE1GiWoEs4gPGj+O4AY6w+IEkkA6eLBIRNvRmoQgYfOuAyeFYg3IimAAcDcI9sst+oV2sIHAlwoLrK4wQ6IiLZ33w8+BGwHGRAhwhsFIihV/yVIkgrKGgQtfTKBJlLdJAoBTKitB7BElYZZVoYXEUOCKCFGEGREsP3/g4RmDQFJVP1LoYDcoToYqrFUgZIKVCidC1tihdvJI35++tYF+FoS9nH8qqkQBNTU0kk0my2SyDg4OMjY0Rj8crvIEgCGhoaKh0N5RRTUSsSN1rE2q8CE2hUCBwHVwZL3XHSDQBjg1LecoW0AbikWYWH92OcDwEAW0TJ+PGRwDI5w1Dg2k6pinchCAIFI5r8YzBSEVRgIsmKhxwEpUJ1ggdunv7FuM6oS1SXkNUHmi4EaCtITOWYvvObfTMnoUVpjLhSynxPA/P86irq6O7uxvHccjn80QiEWbNmoVX0jYqlzLKCqdlwqaUssK9yOfzpFIpRkdH6e7uPij4KI9jrRX1NYTGR0oHYWxpGWJASELXiFKU7EXQBKjAx8NFWhVGoUKDCsIUO1G0FTjKxxcqtNTRocGVdl1soFDWooXGWgUWlAy5GgGSgpChoiPgOAJpwlquQuEKDdaghUAEIEwo1mQdE67Y/8Jj+J9BmQI4DgEKKxRWaBxdBOFinDDL4CiBQGN0ESs9tFJgHRwD2gG0JqpdjBQYJyTghvojCqtBIRDKwRoLgUEoiVFFlHQRRmHxECqLFQ7Cd7Eyh5WqxJZQGJEDz4KJYlUUx7XhSscYlMiAG8EPoggDSvlgQo8G6wisjfze+P+5p0NT4v4YQNrQsK1MCJKiEHZDiSjCKZIaHsDYJImmBqSAiAlpPb5QJYt0gRQSVeKVaOGWrsss6dQYfiFKrD6BingYC05R47sxfOPg+AJHBqHKoyNwkISLcgejNY40+I6laPJhGUq6SG0pKDBCELVRhLUEpdatMhsjZN8coVBgpINjJZ4FPJBS4FlQ0iAcH2MjIQ9GgDLhwkRikVqHE6AyRA0IqykKBSKGYy2BLQUiWuP4HtYDIRWeFWgRVFxvjQDXqhITJtSpUFZiKWC9MmPFYkRYGgl96DTGFtEi+vvHVA6YyziMi7na3bPy9dbS39/P/v37UUqRSCTIZDKV1H9ZibLaFrycyi9nK4wJDd6klRhjGQ8gl80QaXDARjE4FKwhjsZqiVaCeCLC/K6jkIGi4AaM5wLiRiMcl7aGFnRes2+on2RTkpjr0pBMMjQ0yKSJzeB4SN+gHM1YwUcVQQpDQUkcNI6W4AQE1iJzUYRjQ1fZtAIBxcBgraahPkk6kyKWcJkwoYl0JnuQ50dnZ2cleKrmQjiOU9ECOTTTUNYKgQPW7Ol0ml27dqG1ZurUqUQikUpw9mqURKAWXLwiInilUSrVHcNrAZdoqV4WIooD5ZPqlqkOCpQ60AjqhG/GSluEb4Q3PQ4lV8roIWWMkJypKkFCSOBEVT9SndInJUTL+5N8NQ7/tUeJ1HbgQgzHDErDULm2HaQTrrRV+e/lMXAShGv00vZSgSydAwnghp+ThA93QJIAKar4EGFWSboQDqI4QFdR4feHMhXhXwWUXFnrAIFbORkuOCCIHih/lPB7t+mfI8IQpd2EA+NWPjIBlhhWFpEYiiN9XP2dy+gTi/nUZz/LtDq3so8uRRAyFOnihAAACuBJREFUXKkJQKjwyg1y5IoBKubz+M1XcPfTHm/77D9y6vQC47ki8WQLrgAlFdpYpNRYIviBjy6OIr1kWOJTCjC4QIYGQIe/40SIYNGEZGUXU3KnjBIog3OkR8+AIxQHZETD+10JQEQAD1ndMSQoqbZGKpuoysXsHHiWyMoVFt4vB04pCInCC39DHTjvEqd0P5TOnbKleybMboWfK9MzkzhSlO7LQwpPovJDHO7g/6HVcj6fJ5fLMWHCBKZNmwYcsBL3fZ/+/v4KZ+BQmery91S6JgSYQJMdSpEr5JhcNwOEQFpLTAosMXDCjFEqL1i7ZWPozVFqySwWCrS2ttLV2clYKsXgvj6OXXIs0pE0UEc2kWM0lSGRKAl9+Q4vb9nE0NBQ2J1lLZ7nIhAldd4DRH9bKj8EQYCQEiUly5cvZ3J7BxMntWONRKIOOqYyybK6TbRMeq0ex7I3y+joaCVAKBQKjI2NkUql6O3tpbGxkRkzZpDP59m7dy+NjY2Mj4/T0tJCPB7/Y6fsv4xacPE/BEf48/PPhD82Cn/K6By6jfgvvvdq/PaRAwHoQIYlPwEdEydiI20EhSJ5maEoIvjFIqiA+ngSVwSkUmmGiwEJxyP90gPcvvIBupZfyKSJc2hrH6PB9PPbm69hRW+U8y/6JIsaLV7Uw3NdUtkCmCL9zz7ALSsfovOsv+btpx6Hn08xNpZGOEnqmuqJKEE+l2Usm8YaF6/Opcl1MQZQGiHCDhLHWo5s/e9Xwl/y+vnLX9fVapzlyTKRSNDd3X2QxkL51fM8kskkg4ODBEFAW1sbruse1H55KIaHhxkdGWHy5MkYE+q9SHlwYGStJZFIcuzSpbilgKWaFjUwMMD27duZO2cu0Wi0tE+qwlkQQjBj5gwcx2He3HklsmtpfyqpSlHpzionaqqzL9V6E9UqmWXL9P8sk6C1PihrkcvlWLduHblcjs7OTrTW7Nq1i76+Ppqampg7dy4tLS2V8Y7FYoyOjtLf3088HieRSNRcUWuooYbDg1JOSPY0BbxAE53UwODW51lxzw28rCMM9m5nt5jNJZ/8JEsSa/nRD37EY+tyTGmPsn/LRp54ah0dp+/g1JPmMbNzBpt+8wOu+/4V3Jeex5on9jE1Ljn9Xe/hXWd0ccvPb+DhrVspPv9bfv27DczbHWeiKDK86hauuusxpi97Gx/52N+yJDbEnT/9JVfd/xStkVbe9p73ctGbT0JZi7EOSlmELjf61vA/FYe6b5YJhNXEzTLK2YumpiaCIGDPnj2MjY0xbdq0yjbl8kh59V7N0Whqaqp8VznIONTqPVG1Yi8HN2NjYwwMDNDd3U1TU1PlN3zfp66urmIBr2RInnTcA4FBNdn0leC67kGtt+UxiUaj5HK5g/gP1e6x2WyWaDSK7/uVklEkEmHu3LnEYrFKRqenp4fu7m6AShBTHdAlEgkmTZp0UEmk1i1SQw01/IkI20wFIP00v1vxINumx1j0V0t58OY7eLTYyklHJdn87N38TPj8Rm3jtruepH3WPCZk6jAFgY3WIRKN7Hr6SZ55rp/XHT+buniShkKBXP8LPLb6ZRrnncbFJyfZ+MidrHwpw9HJIpFII2K0j198/+vs3LkXNbmHjXfdxL/vH+DEHo9fXvNztsY7aeloYMvL/ewZH2dGXV2Y6rYaJZ1aYPH/Aart1qudO8uTaXmCK3MCgEob5d69e1mzZg2JRKKSUSgUChSLRSCcmKdOnUpjY2Ml6CgHLtWTZ3WmoPo9gPr6ehYuXHhQ2cUYUzFVa2hoIJlMVr67PGFXcyL+WBagPMEDFe+P6m2SySTHHHPMHxQUK49ba2srTU1NlTbV8vjV1dVVtqkOPMpZjnLpqLo0VQ5wysFWjXNRQw01/EkwJij1GrhYNDFH40UcTKGIySou+OAlXPXZM/j+By7jgW1byE8JaJ/UwbQp0zjmtNfhzI+SmRjh3Z+8lKmPX883H8my4Lw30TqwAiuO5QMXnMp1H/tnpPaQsTxZHTD/2L/ird27STbv4dR3vIlNN3yX9bsFbzx+Kvv3bmLdE08R8+cQb51IZ7SBzpltzJo7leZ4HUiBsAHCumgM0h7glNTwPw/lyas8If8hZU44kNGobo9sbGykoaGBbDbLyMgIY2NjGGOoq6sjGo0ihCCTybBz505mz55dIS1WZyrKv32gldX+3n6Ug4pCoVDpxqh+r/zvIAgqYl/lTpbq4/pjKGdCyijvTzkAcBynMuEfaj5W3odIJHJQpqQcBJWzPdVjV02irTaGq/58OTCqZS5qqKGGPwlSqFDDwoYaLNJxUEKR8wMc1USiqYloTIHKEm2cw7svOZvuu27h8SdW8at/v5OXNg9SP/dU6pvbsK4kHowwUeUZtpLANhPXIHPjjBR8xsf68TNFVFMLju4jsFmKJoPBozCW5eUNqxBNMRbOX8ab3/RWMoOLufbmFfxmxY08uG4dscSPeOvJ7Qh8TOCFWh3ukaxyUcN/BdUT2KEEz/L/VytGVnc1CCFIJpMkEgkmT558ELGzvCovW7lXZz6qJ9PqFtbqSffQlX3Z4Kvav6O6s6KcdSgHIIe2xf4xVAcD5eNyHOf3yiDlYKUcsBxaUqret+r3ykHJH8qMlI+9/F/1d/x3Sjp/CLXgooYa/hfDaokVFkdJjJtkPFskny1AxCXra9IZgDjGZBlK7WHD9n6kF2X6vIn4q3YzHIkz1L+T7//7T+nYu5qs7cIVU5kwYSJrbrydG4JB9rvDbLr7B3xyTx2PPr6Kue96H23T55G98ybuuvk3tEckC5d2MKtzAV40z7wly2loCNj60h66emYSFIbZlPIZSKWAqRQDBykCpLFo5JHciFrDfwF/bBI7NKtRTfqszgZUBx1/6DvKhl9/iMdRXXo5dJV+KEm0nE0IgqASnJQDi+qJvPyd5WzEK2lFVE/k1QTXapGwciah+v3qfasuJVWXY8rblsev/HuHci583z9ID6P8ucOxXa+F/TXU8L8YUpaZ84CTYNaCRSyaM4Nkcwvzjj+WJR1TAcXU7sUsXbqQ1uQw29bdz68feBFmfoivf/8aPvm2RQw8/yh7/YDu42eRaJ3AzFNOo7NOsKeY4IR3XsRir5ftOyxdp72T+Yub6TxqDsfN6GFwtJmTzn4zbznJ5ZHfPcT9qwfodRNM74D87m2suPtOxkY93vfuT/DGM+cCCk9JXOUjHFV7gP1/gPIkV+1lcei/yxNjtTEXHDxRllHetnqbSCTyeyWB6nJIdcBSnR2ptjIvZwDKMtrVk3W5VFHdLnqoyNcfQ7UaZvUxVB9vdbtp9b6X3zuU31EOGqpfq8fz0LHwPA8pZYWrUt6HwxHRqnmL1FDD/2IcdPvbkAGPUKF8fRDacDuOICgGoY2VNPjFIoEG5UaJRRwCP0+hGCCkQDkuruOCDSjkiyAdXFdiikU0EqkUUklcJQmKBYpaEok4YIrk8gFIhetFiDpQLBQp+D5KuUSisdA/58DO8j+9DbiGGo40HK5wVjVqwUUNNfwvxkG3v/jDFlT//QdObeKvoYb/7agFFzXUUEMNNdRQw6uKWsmyhhpqqKGGGmp4VVELLmqooYYaaqihhlcVteCihhpqqKGGGmp4VVELLmqooYYaaqihhlcVteCihhpqqKGGGmp4VVELLmqooYYaaqihhlcVteCihhpqqKGGGmp4VVELLmqooYYaaqihhlcV/w+tLtu/gtTe3QAAAABJRU5ErkJggg==)
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