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docs:tutorial [2017/03/24 16:01] sbsdocs:tutorial [2017/03/24 20:39] tema
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 Fig. <a href='#Ch2.F1' title='Figure 2.1 ‣ Relaxation ‣ 2.2.3 Putting it all Together ‣ 2.2 Lesson 2: Shape-Invariant Programming ‣ Chapter 2 Array Programming Basics ‣ Part I Trails Covering the Basics of SaC' class='ltx_ref'><span class='ltx_text ltx_ref_tag'>2.1</span></a> illustrates such a stencil operation.</p> Fig. <a href='#Ch2.F1' title='Figure 2.1 ‣ Relaxation ‣ 2.2.3 Putting it all Together ‣ 2.2 Lesson 2: Shape-Invariant Programming ‣ Chapter 2 Array Programming Basics ‣ Part I Trails Covering the Basics of SaC' class='ltx_ref'><span class='ltx_text ltx_ref_tag'>2.1</span></a> illustrates such a stencil operation.</p>
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' id='Ch2.F1.g1' class='ltx_graphics ltx_centering' width='209' height='130' alt=''>
 <figcaption class='ltx_caption ltx_centering'><span class='ltx_tag ltx_tag_figure'>Figure 2.1: </span>A 5-point-stencil relaxation with cyclic boundaries</figcaption> <figcaption class='ltx_caption ltx_centering'><span class='ltx_tag ltx_tag_figure'>Figure 2.1: </span>A 5-point-stencil relaxation with cyclic boundaries</figcaption>
 </figure> </figure>
Line 6195: Line 6195:
 <table style='width:100%;'> <table style='width:100%;'>
 <tr> <tr>
-<td class='ltx_subgraphics'><img src='x2.png' id='Ch6.F1.g1' class='ltx_graphics ltx_centering' width='298' height='421' alt=''></td> +<td class='ltx_subgraphics'><img 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' 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gE6vkKTfLLeI/Vy0nci5TzCFtRuFTkHr5zG4v3Ja0RNR5a8SNJoEoahnlB5N5qlVPw6c/eiPINmZ1DdmyatyK6OhepPyQYt2O9qtu1e96a1Fa/sxKzPqHkf60zxbbyannPZLJnNJtFzPA06kHIBlQWU/Z0lH1CUzLIDafYSDcrIWE7W9XS8g3ZPU/MMyc9RO438D1i1jLGXMPVKZsxm+eksOpuaZTgAU8guZZN2DPgH3bry4WW/YcN1pvXmkee1i6OvZj1PWSPSfuCnlXexsDuhrm0zVrDBUhI2++V3O+dL2t7CMcfQ+zNqEhjdmTsu5aNyik6g8q9r9yMmt6f5Vmx0LG2S6Hk+/W6n1TmkPk/ycoobU90eLaJ5e9WvESaSugE5R9O8IX2zqHmcik3Ia84Xqcz6itFv81Vjyq8nPLem3ppPyGvJJ6dy+zhOLMCpsVD9Kck9kjbDaZZad7M1YfGHlOz/Hf1Z+9D0crrcRb/L6TyHlCxqR7KyOyWnRlNkCpMpuDiaOZ96FUkPkJtF2kskLCBxINnTydyE4sEUPkbFVZRczsqHKG5N4vbU1A1HJ+xCShGNx9DwNLI/+o0bLouMz0g8YM1XxYOomf7DP62dRdksdBHNq6sgR2R5/uKvffeStR0dc8jtTsHr5GczaRLLj6PmDJy7jhV1DBlP0LqEzofQ51IGDCB3A0ym6kw8QlkDQgdqXqxzAi0gYTmpl5B5MQ1akrSIxEG0uZGKJML5zFxK8oGRNaWeUIWV0RSbFRcw4xWq9o7v1z8wLetePDKH0KcblkBqm+PGN2oUwiPHhbDgmhCmdgnhnntCaDchhORpaw8fJ3UIoUNCCHvsEcLbtSEsv3LN0Pqo20K4+qYQjhwUQs+eITQ4I4TkE9YZ6h8TQvJLITRrFkLv5BC2uS6EPd8N4fTTQ3ikKoQvXw1h2btrtll6UAh5d4bw2mshXLFnCKdsHMLg80N47LEQVhaFULNXCAWHRVN8cj79+YfLm54QQu96U0dWLQrho9O/6Tbx2GMhLK3nEDrophByrwph484hjB8fQu0D0fejTw6hU6cQXLb2NirWcSZN2+2XdQPITQnhuDtDeCgvqi/v8hAeHhTCgL7fMeVlQQh9Ng3hn19G7gpVOdHvKh8LYd68EJ7eLISrzwnhkItD6N8/hDZDQmj6zxCyXgohKSmE5M9CyFoeQuuaEDbZJIQj3wnhvLNDePztEBYtCqGqbmpSyS0hvPBCCAdcFEL/y0NIz157P9Jah7DzziF8MTuEIbfHDp9/xBe7i7hp8+j/s/vRbg8O3I/otSsnh8Z9SLqFghwWLqTyE8Loek/Ta2mQSode9F1J48uovYnl+zG1ReS8OLeSpa9S8ibVXQlL1tmNGwlfUfkeJduy+khWTmDh40zrzIQRjLueaS1ZPIbiXGpb0WQirU+nbVvaPkmzZtiapQcx4z+sOo2az3/+Vmt0FZ3qXSVlf2Xm6HUKtafFFFKfWPNV4dtUH0Xp60yfjroIUun307HjmlfE/7fAzqFmZL0Biuy1LbSfjf1J+JDmN9HmwKg/EmYNY+GXFC9fx4KaQtYedM6n+x50u4Gs3SnqypL7mbwrY8cyJY/Zu7F8HsUDqehA1SJqmkbRIcKX1KRQuT2Fr7HsVuYvYOpixu3L7CEsP4ma7aMoG73n0nsHurSqc7btQPLZZG8euaJkvkLSnrHp8Qflsrqej/OGkrwfZ18Eje86bvzGxSHM/FcIKz8J4f6DIosoednaT7PUriFsu2kI99Wb+jF3aAiPbx/C4YeH0G6DENLO+wlTZoaE0OyVEHosiqZp3NUzhE9uDmFBdVTXitwQZj0WwtTGIZSVhbB8cQgPPh7C0e9G0z6U/wITkS8O4aV6U2Q+2zyEje5Zx0rc7ZtTYZxa50RZGDmL1hwYfb90dgiPPBJC4hlrb2PMziEUNlrz+x7nhZCx5y/gvLp7NAXlH1uHMG7ZmvqOOiuE/v8KwaR1LJgjQ+jbN4Tb7wlh5N/WlP/0oRDuOTWEAz4IoV27EJIWhOC+H78/yftGE9pP/zyEx59ee1LyzGtCuOO0qP2yLwih0eQQNqsK4clNQnjr/BBOmxRbVH9wUo6iY2eWbA/ZHeg8P4oNVZDEyssji2jdScYN8ujwBa1eiJaX7cKM+5m5iGU9KX+zzqXgvyQcTdUdlKZF0zSmP8fEpxi3YxSLas6dLDqTRS8w8wgmP87c3uQ9S+1wPzao3vp1P91N03qjitUPUXTY+v++ZggFr2JetJx6DS0OxjrbmNGXkpfXLHfYhIyUn/94kjrSqBGd/0P2v6k8kRn3kXcdJbMxZk3Z1MNpchU9e9J6KjkXUvE2sx9kyp3MOp68hpS/Q0jD9P/inK+gbDMWjmRGGRPnR+4RlQ+SNp02jzPgdDZ6mgFV9L2dbpPYfBfa7RWbHn9QOubWDVOlcvBrpF4MG1503Pirrw6h4LoQXpkQwv6Hf/vTb/svQnj3pBBqj4ieeA+3DGGP3iE0mfgL9aVMCqFRzxA6pYdwwAEhnHRsFBLk1E9DOP74ELY/N4QOe4WQefwv15dz5fS1LaX33vgWK+V7LKqvP9XT1l6fNGPt9ZtVhDBq3Jr1j+8ZQt8jf4FpMmOi/sXC++tC9fwnhMGDQ8h+IITEdcL0tPpnCAeeE/WxVZaHULVXCPPmhHD22SF0KgyhQfLPuG9zQ2h4VQibtgvh2mtDWHROCGUFa9pjYpsQJn0UwvKdo+V5bUO4ZKt4Cs0flLl1LnKzK5n9/8+jrEvp+DxJDcgbSd6tqNffklRO2u1ssjnN32XFa8zenQ9SmPUapVm/0O7eSdk/CauY3J35V5F4De6nal/y01ndn6obfkOT/E0yGtazEGbXTdSu/XHbWZhEea81y30PJWfiz2xH96LRTmx2JslfMn0Ok7ZnwmNU/p1Qrx2bvkuf4ewwjRZ3sfRK5hfyyW582pTVfSi/BJf8TDt3C+UTWdSeYcOi66/9/nTdmNarSDyKhAcpTGXlIYx4mMmNRdN0YqH6c5B9CR33JqkNeU+xYvE6jVRO1nUM3IwWf2XF2XzWgQ+msfB1Kn8pf5a7KBd9Vn/93a51fx/4fbRd0ptkTUFdcoowh6oL/eio5ouSqeiCGfWEauXPLFQ9adiTzTYj+VKmDeezZUyYQOWGqBd9otl79GnEDjNp/jyfz+WzQp7ejfG3UbPLzyhSXwsVFh3K0mdZejYb7M/2hzBwNtnZ6Enhfsw7lLceYlbqn+cejYUKma/SZjCL9o/6nJadtfb6hnvT/Rn6NSYU8GULnj+eZa9TNfaP2y45x5GxJ6ZGy2UDKGu9dpnmL7FPgzXL817jvm2wzshg5a6ktSKhbpQttwWFE6np+yu++CfR/1EGvsGKM/hgHCNOjKYj2aFOeN+gcSeO2JqNP6JZStQ/eMu9TL+A6QV1zr/7/UI7OSza/qwpLMlh3Hk03J/schJzqWlDcRpzX6P277FQ/alI2oqMDFaPpPgZyndEvSx/Ka3JvZGG2dTuzeqrI/eFilsJ9/6BL45zSbx6zXL1e9RsuXaZtC1oWy8OVcmtTNkX+WuXq/mIMHxNIsmU10g8qy4t1K9E1vM0vJJG+zG/B3m3saw1NfWmrSRsRXof2l9Hy5GkdYgGA2YMYcF8iif/wju5HNtSIvrk3UDK3pFFlZhCyKDqYIqXkHnln+cejQPnoaqCwkImzGXBdErPX3t906cZOJDUO/msIUObMGcO1ff+sdvl0AvYbPya5SuP4Jpd1y7TYWvOm7lmeeUiXn8dc9Yud/gIJt29ZvmUD2l3xdplKk6not78tQa9aDjk5zmW9PPZ8Qb2qguL8uROjLmVRfVEKuVy2t/Jqaey/xy6lvNVM846i3HjWTb5NzgJZ1FVFWUxWrmS/OspKiJk/7nu0VioYmJiYqH6X6Bye1avZtUGVPzjW57G+9K8OcsPZtI1zGn152iXw8eyeb0IDqPuY8yYH/jRttTU+EYwqdcPZUXHNcsX3k3na9cuc3UCl9azUvebxyENfp5j2eQd9viS7TciL4+X01m0zutpmzbsVsCZZ5JxBR9ezPmfM2pUlPE6Jhaq35a+UciOcD8mfM8r4gORGV4z+U/aTv8knFHv4mlFYs56/nY7fPH9RQp7UDBgzXLzqbT87OfZ9SafRIEFq15k2WBK0qiulwc58UayK2h6crS88HkWb8XqkwgjUBnfJrFQ/cYkXFcnVJNx5neXK5oSxX8qHfLnbKfanQn10lul7kFqj/X87UeEk76/zJSz+OrWNcvbX8suh/08+77VvjSdR1EG7wxiTjPKDqxnNT9N1+VsU2dBPpfMa68zYdvISqyfIiwmFqrfRqjeJjEx+nztD1Sf8FDkP5y9AbkvRmE6/tB0JeUqErb//mJdmtKlXriRUS8zavX6V5O0D0kX1GvnpYRJP/O5HUfGdXR4hoxXKM2MwrjU3Iwpa8q1rqZTFe3HUHxW1PG/oIjaxfH9EQvV74V6QpUw9FvWPxwJVc4GNHiBjEv+4O3RhdR/RynCvrdYMzr/FKHa95cXqsSxZF5Lx2frhCorEqrq7xCqDmMoOpOv7mZhLFSxUP2eSNk38lNpeBlp12OftddX/jV65Uvbl6ab0+jMP7iFuRkbbkhW3etOuIXXNiZ/nSktW9zB5vWEaub5zHz0u7c7+jRGvbZmuVNrunz6A/uycWTd/bdTRVLuoGVLmpxBwVssrGXZMsLXgyYtcDkbFNCqJJrGM2ECea9SMjW+N2Kh+h2RvE8kVI0uI/V67Lv2+qoD64Rqv0ioGp715xOqVzf6plANWkeoZp3PrO8Rqs/WFao2dPnkBy7QjSLr7r8VquTbI6FqfDqFb0Xp05cto3ZwXYHmJFy2RqgqetYJ1SuxUMVC9ZuQVshGd0bP2LUjfNZOpbKSTu/RujfZTdb+ZcGOTJtG+Se0nEnb20jZGa/9MVsqaQynvUirdtFy7XCGbs3q3t//u8qPqfwe94XRN/JZvXRZB13JYeu86i1ewS3jqKnbToMUdt6ZxDP+u2NJT6RXL1LeZ+HnUSKJyvfwWN2xDqBxYzZ8hTbHsvpRhm8XXQ/fmbcxJhaqX47ThpH9DP88bt0In2FXamvJWkbG2ySvM9mzqnnkDVyzA+nFZAwg8UNs9Qe1qPLpuoj0o+u+uJPlg6l65/t/V7uC2vzvXr+qPyvrTaZuewXt10n5VP54FB8q1FlzKQm0aBF1iv9Xovscubkk3EHZvRRvTNjG/8fHSmhIaioNtySjI1VzyTspuh7+m/hSMbFQ/URumkT7u5m4BxVZvDePjjvBnJd5bAGJI+nVlQ6l69xgD0SvA7MOo8ne9Huf7t1JbfQnabpJlJVRu7BuOYOkpLocfT+C8kmU3/79ZfKW8uij0ZxK6Dibu+8m9b9wU0hsTs4wNt2UpFPrQj2vk1k4/fLoNbfjRZTtw0cTonNdvXEsDrFQ/Sac+wbL5jK1at0Inw2bRDHQGw2PL4iYmFioflPeakDVHmTuzBMr2Hg7nh0BK+5j9GiqRtP5Gjqu8zStmBBNCB39BoWt6Pkohx1Gw0NJ+IM5AibcTdIPHdN0dt2VRl+/Gp7Atdcy/6L/osJXIutMnXVaew0lJYSXfvqxNNiD1rvQpw9Lj+Or4Wt5JIDMWyOLK20BeXOY0CWafeCuWBxiofpN+PJtRmD6JVGEz2f2onIIVB8Y9UHVziI9mYyD8YFo6Loe+bdTnkZWFu1n03w7Mub7wakh/0tkNqJxvfTwq59m3ibriNkFbPAMmV9njZlZF/Ym94e3X9GThV38f0d1SjaNbsPffuCH7+JHJiVNuYW0viRfSemsaP+q6uXKMyQSydybSBhDZRdKRsSiEAvV75TC2mhUr+IuWubQKomkHbDz2uU+e5elzenUiUPvYcf3afMMSX+gyNXtN2bzUWuWx5bx+MPrCNW/uKCCdnXB48LtPP88eb1+ePsrLuSZkwivRMvZndnkdRJ+YCpOYj889eOOpdFLNP83mdcx/y6W9mJ1Ur1tXhvFIdvgaRKPJf8kZm8T3w+xUP1OKTuWpUspGEfDm2m/e+R7kzR37XILVvLFJKbVhdnd9St2XkmfZBrcTGKf//226FPBfoPqHfOWfPblOoVakXFtvQnJBRSfTU339XgoDOSTTwjto+XGl7DvviR+sHa5TypYXW9Utcssso77cceSkUGmKJpD/mwqdifUyx2Y2pmsL2nShOJ/s/KN9RPbmFiofhuh+ludUI2n0c203+3bhWrhCj6fzNQ6h89dJrJzfiRUDW8hsfcfQ6j2rydUC7di9DrhlhNak37N2kJVcha1P0aoOkTLTb5LqCpZVV+oZpP5E4Rq1axvEaouZI2NhKroqjqh6hnfD7FQ/U6pvJb8fMZuxKo+dFrCvuNoOJ6kpvXKNeXzsTyfzBOLonCwWw3ntAe4NoOjVzBoJl2OJmM0Caf+77VF8u2k3rdmufwGCkt+vu1XLyL/JQyLlpMep+E4HLp2uRebsbRedINznqNL7o+rK+dKcg8jXEr+jVROW2f97tF0qPRrWPQei8soiG+HWKh+r3ztmb76PaqOI6uc1vdGN2xCPefPkMaqe1mYwPxHqS6nyXK6b0LfF+jwOE13I3s0yTviwv+9tkgYQOLAem1zJdX7/3zbD49StYUoNrhouk7Kzmi3drlFr1Deds1yj0Fk/8iRwOTepHwWCVXlNGqL1l6fchqp40m8grJllD9FVYjvh9/lAzRuArxH2JYRn7DxQWw6lt168caXjExmWb2iJVvy1QuseJL8V9imkr5FdJjDkV3Y/VQKOzA/n7lHsHgMq8tZvAXLM1n5b0oOorz9/2ZTZV5Dx6Vrlldfz7hLf/56VvWjuivqxCX7UJL7/7htZF9JbiaKWZVL5f6oN08ze2caPEgoY8UJFF+KJvHtEFtUv1eWYQTL76b0U9JX0fIQGq8m9eC1i9YMpmAL5s9n8igWN4oSEmTuTodUel/AhlMZMIBeHeiyE+1W0OyvZL9A2pUklf4PP9muIKfbmuWqK1n+yc9fT9XfqT22Xr3tSdjix20jpTcp8+te2w+jts06x9KC5Dl1Fte5VE2yVkr3mNii+l0ybhGPVETzzPbGBYlktuelf7Lgjnr9LH2jB/1biXxUTsd/0nMlg5Lp9hjNO9C5Nd3GUbsrNQ2ofZCae6IZ/MWTovx3cwuY9TcWv8TYf7Foc8qH/XYxkPo8TJuyNctvT2DiLqiXZabHJtz+1ZrlWSu4qPrH1/XyMrbZOUr0CRs1Y0oahRU/3/E02IPGV1B7E8t2oWKdPsMGgcaTqe3EsjsoahzfA7FF9b/AgaweSt7GrH6Z1C1p+z7t8sj+goRvyU5c8yEli8l7jpkn8VU3xm3A2LFMepZZF7HgK1b8k+KV1A4i+e3IDaJ1G7o8Tq9nGfAq/Q6l+9V03JLGE0l7kMRf0a+n3eE0rudDtaQXBescc9I6FlXtA5R99OPrmj2Psno+TV2nkJmxdpmCp1m9x5rljAvIvOJHXNzDSDgnGvWreozandZZ/3rkS1VTEzmCVn8Z3wKxRfU/QG1g4ma0aUnne9jiVQ44mLQbqJjJxO2/GeO/7C9RCrs5GLE1ybtEccTbvUO3t2h/Fk0+pePNdHiAFs+TO4c2N5DVkcQhhGrymzJ1GdPuYOFbjDmaiX1Y/g7lGb/O8R/ahE3qOVW+eQnjJ6Pzmu+yrqHHG2uWKyaz6KQfX9cDj7JVJl931f3zamb0ZOnqNWUmlNF07v8nMdbuX3T8ivXNrZGyGSl/o+xZVi+hap2pQSntSL6PsgJWJ1B2SnwPxBbV/wiVw1g5jtmzKWhJ8hhaDGaDDWgyj9QPfSNdeX1CPjV/j9KErxzFolOZO4xp9zD+TsZO4MudmDiR6ZNZuCF5W1FdTc7btDyWjldGk6R7n0+HpTS9leSd8PEve+wZG5NaL7pB5T1U/0IiWXokNfX8onJrSc5bu8zS3iyu55LQ+jzaHfLj6gkPRSFbamsJR31LgZuovYSaS6i9Ib7+Y4vqf4SCzRh9HHkT6HgcAzrxlxR6709pd0Y3YmnH705FXjOGmn4swILH1nkqvE/2uVFUrC4P0asfGyylTTkDdqJ7b/q2JKEuTO6XR/L2Vnz5KsO/pHDvXzYFept7aNh1zfKK0ZT8QjkMFzalvF68p55VZM1CvdfKt6+g8GmOqFvedzDN9+OdHyNUM6jcIHI/qW37Leufp/wFKs6jul98/cdC9T9E6VgWDebt6SSeQo+/0TyRgx+lVVe+qGXO3aycGvVRGbueN827VOQTvmLe3yhtwdwiGvydLx+g0wW0uoiGK9jgI5p/wNan0fkcGh/M59ex4DwKP6Jqyq/fLtmvkl2vD2tVU/K/wh2/TH1Fj1Nw3prlJiU0S/oRIrU3YUOUk1BAwr7fUqgfCQl1nzviaz8Wqt+co2fTqIT8FeReR+qmfDaGkW9+Q6i+pPR43t6f1nvR7mm6ruKg12nUhYTZlN7F6leoKf4RQvUOFe9QgaJXqBs5lzCWpn9hg1H0mkeHBTS5ks5n0bZjFH6m0VwqZ0b7VbbitxGqnFfJ3nXNcn5TVp3/y9VX9DiFK1HXJ9a4hGan/jih0hqjIqGynyiARn36rhEqd+LYWBTiPqrflJdasHwbMp8g9y7uXMKg7b7vF3OG8OwR3LsvL/+L0ssZuAODb+XmBpx4O4MSaVZD0se46r/bs/AEqzdkQkNefYoH2nBuObcN49NmrNqUTc/mvB5cMoYzjmbDAnJOJnHfn+M9jDYzo0m6EGqZ1pKydcIE7z6TXep99+xAnm/931e7tA+L6/VLNc6kyR4/3xkPJdTWZblJOImEdUQ1VEazDRKvIGlx9GoeEwvVb8y2mTx5Gy36U/0uKaso+vf3vgL2ZuFZzG7Nom5RKvdGJ9NlAP1fovOAyJE5/UASt4+ezv8VN1D1HgUvs2Rz5mQwcX9mbMuKV6lsTKMJbJBDr1V070ijfUk+n4SRP71lEvYkczeSsuq+eI7C16ipWrtcy4do+eSa5QUnsvAndLaXvUN5vdRkqcmk/pzzI59CXWythPOwzoTj8Ayex2UklP9yr7AxMT+CXfbg1B3Y9A522ofTxtGiboLGceOjFKPf/kl8IoS0tBAGLQ/hin4hfLZpCLW10ae0LIQ5b4cwfHgI/0kM4ezzQjhqtxA23jiExo+EkLLxd293fT7NDguh94QQLr88hKmjQij9IITanUMoKgrh0poQBtwYQvrlP62OlJNDeOaZEFYMjI6pYmkIm2wSQnbjtct99M81x11bG8LWu/20envmh3DCh2u2994mIVx82dpl+uaGMHZsCDV/jcqM+zKELl1CSLjgh7d/SpcQnuoW/X7L3BAanLP2+h06hHD27SFMnBjCefND2P6un3Y8v/Yn67wvTviz3L1/oj6qd96oGy+qM/CHvhKLd0xMzP8Q329R1f+kzg6h8xch7LFHCHecEsKHA0OYnxVZOBWdQ6jaKITKvBAKCkKYukUIQ+eE8OweIVx/fQj/OjCEg9uGsPPtIXTqFELGFSEkNlqPepuEkJAQQrctQzh5aQiPdlhjhTzfI4TjR4SQlRVCYuf/7smc3m1tS6n8lm8v93NbVISwxZtrb3Nk7drrs/8RwqBBIZQnRevzvgjhscdCSJ37w9s+6fAQnvgihGnTQth1ZghN5q29fqvnQvjX0BBmzQrhukNC2DMjtqjiPqo/CGFXyvdkZV9mLGJCE8aeyIT9mV7C/GNZdhAlZ5PwPtk70WhGFIivw/50v5feO0eTlvseT7dutH+TxvuTNpPEb/PyriKMoPRVlp7JrCHMfZjKUpq+SdcUmjeP+qzWDZfys9AqCsWSsGXdcgW17xPO/uXbu2YxBa9GE4ch5XNaTCFhPSZ219xK7TtRXPS0feoF+vt6fT41j5KYSGp/kkbG13f86vcHoWo6i7H4GkYh81Kadaf1p/SYQ9cPaZlEjyNpuzmdRpP8BbUDSHyN5BkkrKbodqZvyJSbomQHY8uYfCfLt6Ns3QwohdiWRXjzVUZeQO1+DJ7HNj3ZpJLpO/DKSaw4BTf9zAe9Bw1fIflVHIwVVAwibPDLt3fZq0xuVpcQFLnHsxOS1sPrs+J1KvpFkT6b5JG2Tlz2si8oXRIlIG1yI9n3xNd3LFR/VOH6gNUHRNNByv7N/HlRwoLmj9ByII1mkXUYObfS4EAatybr1Cgzb9v5ZD1O93R6Hsa055i0Cwv/zrTeFJdSu07wvaoeFP+Dz16l5zC2vJCW6eywA2O3p/QJfkwUmdQ+ZNULIVx9KeUfrl0mIYXNNiOnLqpDSOGFF1jxc0Q6+Ce1h5J4NnJJ6kzGdZQNFWWe+SkiV0rpg5EjZ862JPfC5fXWd6Fkr8iHKqcx6a0xN76mY6H6IwrVCAr6RSFsv04k7BpSLqbpbbScSaPDaPcu7R6n/XU0f5u+1bRbQJcypBEOY+bVjMhl/N+jMLxlK6ldp77qHhTX8NmFdLiF9m/RdlN22Jnnj2T+jB8pVL3JqmcZVV0aTdKtH0Du/4Xq0XWEqvJneJU+hZqTSFwWCVViZzKvpez8n0Goyih5kIQycrYh+eB1hKorpaeS8Ak5jUjvGF/PcR/Vn4mh0STXok1Y0pc5nzFuPz6cwWsJPHMODz7Ik5vy5l6MHBTlxcvdgI3vZ7f9owSng26h7QAy1/Wdv5zy85m4LxOmMOMksm+g97W0HEHSgeu/q+3vZLPj1yxPbsErQ9exqLqxzfvkfh1d4EamT6f0q5/eVCvvjFJtff0amd0+SgiauM4E4erHCa+vWc5sRdIPOJuW7hwJFeT0I+XkdYTsbIqOiOYBZt1PxlkkjYgv39ii+hMJVe1Qii+m+Ovv9v36rifpHJrPptcmbLA3bbdgm4Vs2IMW/6bmVNofRsKhVA6i4s11rKQromk4X73NhGm0PYnu19DnED7bnel/pea59dvVDnex+af+f5rKpObfIlRd2XpYvS9uZHo1NZN+elOtuJPn/8NBPUn6Wqg68O4ROLyeUD0RpdhK2HONUBW2ijrbv9Oi2omSZjg0Eqrkk1GvXUrPpmjHSKiy7yNzGsmDftmJ3zGxRfW/wY3U3BGNGn5xPS89wH13cv75XLGA13OZ0YPO8zm+A+dswZmz6JVH2tvr3Ijj+PwmXk3AtgwqYqNFdDxx/Xenf1MOrDd/b8HfGfNDneQV1LyPn2HUr+gCRv6F2rei5WbHcMxDJL23drmr/8nMZmuW9/uMVj8Q6K7gRPIfi0YMm+wUxQmrT/kEihZGGYgyR5J7Nw0S4ks0tqhimI4BUQC+yn6sFkWhXDWRBk3pdCgt3yLrdTrtQUV6JG4N9iap0dqbqlnNqrpRyDCCJrvS6FEyz8N567c7DV+lbb1Xy7Jzo2nbzvyefqXan+8RV3UpK/cTHcTlpHWkw1wS1pnzN3UsxfUyArXJJ30nvPc92+5C1aaEeaQe/y3uCX+h+hEq/x5lxk6ZSUp8hcYWVcx33PjXsWoVr73I2ekcUM2JJ/L5C7QZyt5ncP/97PolzdeZfzdnXz66hocfpnwJ3duw2YD/fl9qB1PbsN6T7A0yZv+CB793FArYqu8v9uYJLK/XwX/WUXT5gc72/JUsbxkFJWy5BVk7k3hOvQL7UXkbixdHYYtz+9Hi4Ph6jIUqJiYmJhaq/32KbmfBu9x3H4emcUsZo3vSsyd/q2CTSaSfXs8C6k/5pYwYQf4ymh1FrznrV1f6y6R0/f4y/Ztw6Iv13lwbcNqvkPY849Mo8cL/H2dLQucft42CN8hrwOrVNL+HpqU0WMdHrCozGnEN75E7m1ZxH1UsVDE/jrImLHmM2VtRM4zcrch5ivR1/JfCYZSUUL0tKVuSdTMJH+Kw799+k5vIqpfqasEZ5K8z5N9sZ7rXS/xZ8QRLB/z8xzpzGaWL6tV7Fqkb/8DFW0Ti95SpPS0KzVNRQWIeKfeTsk7MqfA8FedHSR7SXyUzFqpYqH57Op1Ll2p67cMxfye3xe95bxdvyevLue+NKFlE79foXkLLFevckDnMmUPJsGiqS4cXSd2ZhNzv3/5mz9GpXprzpw5m9N5rl9nqC86o59O0ciVv3/bzH+sdw5j/wprl7Y6iyQ9MaUmdRur3lKneJwp2mJdHyogoplfjzdcpk8SywWRNoEUz2sdCFQvVb0taK044jW5TOeBy3tqJg6/+ve91YQ8WD2fqVGqvp2EPmt2+jlWwOhpiX30ECdeQs4jMzGiy7fex5Vd0GV/Pqqkh7wespXA9Vdf//Mc5bjZFX6xZ3usmmq+T9n7MG4ysJ9Kd7qHb6O/fbs2BFBaS8gkNn6XhOvEGqkewdCm1fcmtoF0x6dfi9VgcYqH6TTixI4uG0e0AKqezIovsTf8XhGpJnVCFOqFqfsd3C5Vrf5xQdZ6wtlAt/wGhqv2FhGr8rLWFas+boozTawnV62sLVcf1EKrar4XqUxo8Q8N1fMyqh9cJVT9yKyOhyriGhFioYqH6bXg6gykvsWopyW05Mpup5//ud/tWal5m5kxWPUT6IzRrs06Zf0avhsvPprAF1TuReT2JbX5cVZXXUV3vZThhOAnNfp3DLF9MzXvfX+aLWxjVcs3yfttz2A+8hlbuwvz5pC6i0w10Xcdjv+LhqG1nnEfl53TfhR49SBoUi8PviT+Rw+fy9/l6HkjqezTJZslrv/vdnkHIpbgrVdeR+BRp60xxMTaa9lH+LtWHkHIbyf8mofGPq6p2GmFmPaG6sy6W+Ku//GHW7oUu0fF+F6sGkH8k6s5a6xF06PYD221J6WISy8iaTvY6/Xa1cygupuhmam8l+xRyviShSSwOsUX1m1N5KUvO/F/Z29qjWHYSBROxCxlnfIdVcinlZVRdXSdUS39avb2W0bpszfKwixne41e8OB9eO3lFZSsqfuS0nfI3+OpAyg+m48n0uZgG40iosxxrEyl+g3HjmX8CWcPYdlsyniVxYCwQsVDFrD9nR5l8q1YTPiJx3LcXq+lNzf5Rx3Di5djrp1WbW0H602uWl11K3nG/4nFfR8LdaxZDOrUTftwmarai8HRqziTrS3IvjUZEHVlX4KCozOoCSjuTdAfNmpG0AEPjSy8Wqpj1JnSqez0ppmrMd5er6krNftg3ilqZsJ4WQU1/rr2WReu8CF/8HnvXi07wzO48N+KXO87n+/FUvYgJG9/IZhk/bZvlD/DVV4wZTNaG9Mlj881Jnrt2ubcfZNzHZG3C3//OVjPpNC++9mKhill/TouEJzWVpPu+p9yJJFxOwgU/cvv9SL2KxM3qllPwAcnnkZhVTwhvj4bzfynyZrKsXmysji/Q5Sfm2gsXULM1qydS9RhJl9CkCYnJ2GZNueITyN+AFQNJ2I5Wh9E4j6Tb4ssvFqqY9SJhbxo3pklj0r8ntEniZnVCdcqPrOBqGt5C0tfJRXOjaAKZg9dkT4ai9yje/pc7zhF3M7SeF/zf0jn5J75+hVMof5ux57F6KVkXMWgQqVnqsqdFzBrImPP54MFIpPdsxKYfkPVWfP39HojDvPwvCNUXZGWR2obad6k6ep0CWXiT1BTSdiKlb10yhPVMVpDwKS0PIWcYyQ9R8xkD9yW75Nc9zuqxVL+Iep7wqd1pewSLHif3Zhpt+99te1UuFZ+QeB8t94z638oH8HUwijCFksXk3UPVOJoU03weTXak8IPodfqHIjzExBbVn5qk4+nUicb7RK8xq9bx2NY5soCazqVJc3JLoqiV4fP1vAgOZLcMelSSO4fkah5sR9e5v+5xFp9C0ToZdJqcyYHNSEqg/4sMHP7fbfuLnizfj/RT+csn9DyQ7FvXrK/5N7NfZcQX5L/E5nls9yKDmkdtKx4BjIUq5rtJG02D/nTtSuqlFJ1F3hHrFBpJTg5N3iYli/L7I2/smg1/XF1/7ck523HxFzS7k5Tn66yNq3hlQ1Ye/ssfb2kSX/2VUPda1uAQdvmUiy/hmGPZYbM1ZQtyyV/PuXl5hzL9Y2YOJ/lKBkyj6Vck1YuaWrYj81dEkSgq34zm/e0wlI4dSZoZX4vxq1/Md5JeT6jSLqP4Vlas48iZ8HGdUL1DSkdK7qsTqj3w6Y8TKj3xxTr9PFfz8l/J/zWEKpmJB9DrHRJ2iYTqL4fwl28puzqX/PV81C4/hGn703oJffoxYGM+Tmf+wjUx0kt3YP5nkVDtMYP2W7H9UJ46nvnvURM/1mOLKuZbniJH0KsBO95Hp2NY/CYzd2Ze1jonsSh6NWx0EEXPMDefoo2p+df3b/+BVnxyzveXWXgko97l7fNZtfsvf8wLt+TKj6k+64fLPvEk96av33arGjD6RUZ8EHWu75DOZk/TvV5sr5BN4Vzef5/XjuWrO6IRwsGD6X4FjXf8dc9/6hc0K6L/aWx1CNtcwlapdD+B9EIS58dCFfM7IOEsclNovjGZYyjbmuIWlLy4Trmn6jrbP6V6ASX7Uj0U3b9/+3MyWHHxD1g4Z5F/B8s2oOrUX/6Yy95nyt2E8T9cdv58Ziet33bDYeQvIu/OqJ+veWIU8iWnfj0vUf0wy5ez5BwKNiLtCLp0IedyUn/loEBJO5O+Hw3H0bQdzSbRNJGcL0iqwiPxq9+fy6wsI3U/2p1A86VkJZGQH61bVcayhSz/B+VnED7+FQQqiazRbHsWh/6dLes8zEd8yuTtKHq0XuF/knQI/QaScwVLK5j3n/WrZ3EBD1zAG0mc2Yv2haTXs2Te3poXL2XU1njq1z0nB93BLv3ouyFb59Xb5yU8OItwM4vLyA7rv83FGzIhhZde4qAT2Lqc1BClF1u5KeEcaptHU2peXkDRebTcna7HceajjB7B608w7QFqS/DZL3AtJtJgHzYeSvfr2CKFTo9H06MSq0mZQfnpPH4Nk2YxJhaqP5HlUk3SR+SU0nQTGrxEwtZ163al6DCSN8F/8PGvcZeSshMtDqMDOpxW189yN4UvUn1dvbJdSehBw5tJPoWqSyi51lrOjN9pvezLnHtZhKIjqVm59volw5mey1flv/45+XQjuj5CyyPX/r58T6ZsQG1byhqT/PL6b7P8eAoGsSiV2q1othutnyDtUxLeIcARUZ/V4uYsu43SDmTdSY8BLNuc3HkkfIBdfqEDf47Uk2j+Ep2Oo+8jdHyegstIfIW0W6l9gbbvML8yvnf/gGxUzqn59Dtj3Qif3d48bvzgwSFMeyaE/F1DWNgyhC++CCFvZgil24SweP8QRo4M4ZrDQzjg8xA26B5CVlYICeeGwM/7aXpaCH0OCuHuu0NY2TKE2toQSi4O4cILQ+g6MIS0o9cu36wyhI26hDBvXggVR4Vwd00I2z/z/XUkLgthjz1CmPpYtP2vP2WFIZw9PITE1T//cf3UT7eRIYwoXXt/a2tDmJ4Zwm67hZB02/ptJ61PCD16hDDm2RAKTwlh2cAQhgwJofGeIaQMWrtsy7tD2P+8ED77LITK7UOo7hDC/NUhnH56CJ1uCaFB8s93fLkzQ+i1KoTjlofw0UchlOZHx1fRL6r/jtNCuHNICC/ft+bYb/n4ixPiV78/HJs34cPj+aobFx7FvVM5eAvu+1vusXR7i4wNKdmdvMlRMLXUMpq8H70SNNib9qspOYfkJjRsTN4Qyh6ivA0V91HxNDUT1wyt/6All0vSmST1JfMxsm+iQxltm9D6GpKms3x/luSyMIGyM6itP/9sIDljaPYy6btQeCoFrSj6njRSWX8h5yP6riTzbmtlI078iC6Hsc3eUaezk/HVb3vWEp8j8xE2uYSGm+CqtddnbE3fUxh3EivbU/kDHcy1m1Bazdwk2g4kbRAdhtK0nNq0KM/i11ROZ2UiUw+JMls36EZaMl2Oo99nLNuaRRux6jBKWxD6REEM14tnSFpO2koaTqfDXrQ7lR4tabCAipkU38vS5ZG7xsxMEvaj9AMWpNKqAr1i8+MPyI7HsM2L/HMTzn2WpNc4/SvY6eTjxg/fNoQVHUP4uDiEm2aFcMopIVx/UQjvbBLC/IlrnmJVc0JYeEYIw4eHcP0VIfzj4BB2/SiE/v1DaDQuhJS26/8UTd48hMZJIbR/O4Sddw7h3AtDeDMrhNmPRnVVXxbC4zuHcGRCnQVXvc42xoewW5cQrlkQlf9wuxAOOS6E3L98d519W4Zw6LdYJvU/5Y+HkJQUgpd+e0sq89kQBgwIoey979/nQ0eF0PJHWLh7vBXCp9us+f3feoUw4KBvlkv9W2SB3bplCB9vtKb8tE9CeK00hLPHhLDxxiFk3RRC8nbrX3/i4yHk7hVCzxDC4MEhvN04hGm31Nv+ayE8tyKEI6aE0KJFCEl7hpBycAhtHgjhws4hvNoohNMmxRbVH5ABfZhbQV4TGrTlyIqvI3y2GMu2H/PlcwzrEHVQLn+cqWlMaUeXN+i4P+3foNVbpB9L+0ySLqXLclYdQsHRLCplxQhKvqS0E9VvUjOd2gSq/0bSjaQ9TFpzsqaRsyUNjiP7dNqeRbs5dLyA3KuY8x5ffsqwu5jwCJUPE9YZo216Dz1vYWBdzKjJC1j4JhV9v70Fun3FTv9hyytx5feMNvXlkloeasr8XtRO/m3OWJOZdBnG35aQ/Ai+xz3ggPuo6MKEV5m59w9ve/ZJjBpE4gtscgA7jCOpkIV55NXzfq8Zy4pTGD6OZRMoTKfXYTRsQvfXSf07Hf/G5KcoOJNVX7HqKcpy0YSk7aJpO0nPkLgTKc+SeTGNc2n0FO2OptdkupxDxkgW7cDkE/ksn1nDmXAnxWdT25qQSkkZi7ah80tM6PHnuXv/REJ1aybN/sbi478rwueXzzK0PZ+3omy3ulelGtptR5fubD2DTV5jg8do/yltLqHmDqovo7oXS8exaDir3mHF9pRfQcVrVCdQMYyU3WmwgpxEWkyj6SwaTSFrII0PIf0aEs6nqidjc3jxJD75Bwvup/YCrBMVoem99JrGwJvXCNWi26mY9e0t0P0rdjqQ3bb+/pZK6svFNQyfxsLfUKiazqRPPics/uGy+9/H3P9Q9irr40Q+6yRG5ZFSJ1Q7jqf0bUZu/02hWvlPht/A3MkUpZN1LJsfTbPZdC1im78x8UDyBjKvKXPeJb89upHSjpQ3STmGlKvJ+CvNRtP5PJptRfujaLpDVFdBW6Z9xbtb8FYPllWysl70iICSZ5gyhcWPUjIoFqo/IFUnsRhuoxJL1ox+3RylTJqSQd75VFXhzbp+ikRWzKfmaiqeZNYNdN6G1k/S+AZyRpE7hKwhpFTQNL2uv+l9qm6k5iZqv6TydlJak9OXjHSyW5F2L7XnUHQRq2ZRdBV527PqGUY1ZFIXVg8mrBPaJeF9Ws1ix+2jIeyUs/kqk1lnUvjKt/TzHMqAw9m9mG4PoZ5QfZTOmGVscTB9tiS7nl/V0U1JHMVHJ1N15697tjq8yn6JbL7V2t/n/YeXr6DwOvbbgc718hAOGkjG6yx/nbG9qP2ehKU17zGrkpxVTD+Mlh3Z4ED+8g8K7mdJR2pvxht1I4ZbsPRWRj9J1VPM2oNmc2m7Pc1G0rAF6RuRcwZNl9YTqs9JPIGka0nKIO0qGt5Hswmkn0/JO9FE6DnPsHgyky5k9D7k3U7pQeuc93tJn0W3brT6mKxP/zx3cOyegPKbWXpu5Gi44nyq61kkVQmswIrDonDeuQm0nk6Ho+l+PR0OoP1HtJlJ6wqaplH7GI22JAwmvIF7I4srpTWZ/UidR0IrKu+heAtKF7J4FrOuYvIIFjzLl41ZvQU13xLVPXE4bd5mp5Z070LywUxcyqxdKTgD6yRkSDyEga+x+/Z0eHDtdR+mcffqaLpKx3PXEaomzP2MUYW/vlB1fJX9DmWTLb8pVPe2YdFj9O/xTaFqu4gJrzEhndrv2X7Nu8zKQjXTrqDTWfR8kJ0n8Ok+LN+e2j3WCFXFFizF8qeY+joznqTbHDbvx4CVtO4Rxe9qdy/thkRCldCNpK8nhm9E4jUkX0V2DzLGUtmA/HeZchHDMXMy40ay/Ou2brjOebyX9P51QvU22aNii+pPRc4zdJ1O3weY245Vw6gZ8e1lS7Zk/v4s+w9f3U76QjLeI7MxzRuQewipH5OcRcrFpGxG4j0kPhaJQe1R0bZXn09+cwrzKLspCoNbfiYll1CxLUX/pibX/ycygITpdDiUDtM493IGHEfVO0wZz/Mvsmwvanb75j6n9OSME2n5Aeo9pc96gtefZ8U07pocOTruczL96olS1xbstOpXye+wdp/TsbRssPZ3t8zig0eYVkvlTlzahHe24fp6adqbH84ZN/HEY2tCuHwXRZszZ3sefpjWp9HiUjbpxFUDuXVzZlUwYxWVjdb8pnYrigdH0Rim7MAHh9PsFNpdSIMsmjxKZkYUt97Z0UOjuhU1CdR2oaYl1XtSdC+FD7D8U5ZXs2o6ZSsoPgLjvrmvjU6h3UFssw9H3Uhu0z/XPRoLFZIHkfUxDYqjaAUJzb/nSTyYUpT2WxOeKHEZKcfRdCiNzifzZDIqSZtBamOSGpM8L7KsKtOoHM7yzixvRME+lH9B9dcZBo+p+7vlN+tOeJDMoTQ9jN69aXwuy06l8CUW3kbFwYSR32KBvU23b+nnGb8Z81pSmcsszFnK6rvXEfE0Wlz465+Ttp+Tvsfa3814iK82oXi/aHlSKlknrV0m7Sy6nUVidz/YWVU9jJKTmfsCBWNpGmh0LH0upVV/VqwgaYt1fjQ4cghdXfdZMpKFQ1h5Ok1upfWjNPqb/8+mE1D1OVUNqcmn6h7KZpI3m9WXs/R0CroTOmLOd+9r6lgazIgsxg5pOBqfxPfun4rDtzhu/NfDwo9eGcLuGSE0ahRCYsbvxOGxIIScnBAOvCKEoU+uGcL+6NgQThoQQp9/fP/vs25beyi/YlII558fQqv8dcq9H8KNL65d9uWkEI6/5Nc/5hdvDWHZzLX3Zf87Q8jcp165N0LY8NMQ8vJCqG24dtncrj+uvt4PhHDcqyG8M27NNr7cKoTzNgyhQ4cQEj/59dsgdWEIbQaEcOSRIQxNDmFW0Zp9uy49hF0//fO4J8STkmNiYmL+F+ifc9z4IUNCKGgePa1WdI2m0Ny8PITDWobQ59DIokl44ld+qk4KodXWIWw0M4Q77wxhRUbdVJfiEG6/PYSB00LIeeqHt7OuRfX156EzQ9imZwiGRU6FY1Z9s8wzQ0M49Llf35o4deMQpuz4zf35/K4QGjQIIenfIbyUF0LF8WuvX5kWwmOPhZDR5MfXmfF+CD1GR9ZmUahr60dCGD8+hLOuC2GvpiG0bRtCQkIIWv0yx514RgjNmoWwb24IFz8cwsez1xzbiskhjGgQwqGHhtC6TwhN9o8dPv9UlHzEghZM34V2N+AKcvak7V0UNyKhAw36sbQ9xQdQOpiKLKo+IQzz/64MP4uJuyGJF5P1KA3n0HUl7bvROp+kXqw4nOUnMOcYii+M/Hx+iJpN+WgIAz4lu96+tpxP5xnRsHvvSnI+Rr1+oQWvMb+23ijUr8jCM5l9AVmX0fayen1m97JVNWWzaTqShHq36qoqFp7AlBbUDMWAH1dn7S2UTWbBO0yaR4uNyD2F7AvpkkXiXlQfQ9oCVr5BRXvKzyb8lI7tHiS0Jn026QlRSJdOL9JrNzoeTO7JlB3Aso9ZsimTG7H8WSoejOLnx/yJSG1z3PhGjUI4fHEIT/QJYXafek/pI0JYOjGalHxd2xCO3DOETQtDaNMmhNRNQ0jo+fM+UdM/DKHxGyFsvXUIF/01hBH5IeSdFu1L5dwQnj8phJM7Rn1oSf3Xc7uDQ8jICOHz7t+0UEbeGcLdCd9ucV37eQgDrv7t+ub2fiuEG6q/f+pM/c+7y0K45KGfVmfCgBDS0kLYZUgIl+4TwthWa7ZfuGsIE14J4frrQ9i+bQjdZoeQ9lOnGT0YQkpKCF0vCmGny0O4+NUQxowJoTy17pyvCmHatBAuWh7CvluF0PKv9Szl82KL6k9FTRFlFzIhh+qNmbEtnbrQYSJtXiTzXNo9wBan02kwSwdHGYMXJbHqblZ3pvB28mdQckU0obTqQWpuo+ZewmXU1EXHTPmU5LPJnkb2WDJXkHoJ2ato0JDmx9PwCTY4is4P0SGdtJFMOZiJHXl/PyacStkr1DbAP9bjAMdQdRH338CRTzHo0DWr2r0RxWRay7JYzSvb8klzllz+252XaY+TNJLub7J7cxK/x3L9chbvtOLzl39aneEfVOcxcxtqDqOylLkD6LE/2S9GmWm2uIMmd7D0NmbXsOxLVs2jbAiFKdF0qpr9SZhC4nZRLsakZ0i4jKTHSdmG7APJTKBRES1G0nVo5Dja+XBa57DyaFY3ZeZ70TF9fBBL51Oc/+e8R2OhQk0hNecy8Vxm3srnZ9BxY7YtY5MX6I2299MW1Y9QcgqFzZiTx4KrmdeXRa8z822WNaEon9LrqehG1VvUbE6ou+FTbyJjOC1epsVDNJ1KzjhazqJ9JzqfSYuudOtIyr+RTuXHTH6NF49mzF0suorKc3/EAX5O9efcV0XX/dcWqravR8e1rlC92I+RR7Niq99QqJ4gv5qmy9il7/eP/Hw5i3e7MfGnVnpi5H4wC0tOZm6XKODePkPo1pneh9P8HTbbhbz3md6T6f2Y/RErN2JhFgvupnJQ5JibvB2p95ByAEkfknIiWRfTch+aJtB5Hza4kg0GRs62GXW5Fb8aybQRDJvNO4+zYFuq5/9579FYqNahYmIkOitzmDWO1zeh4/HRp3tvWm9C86tpcBmdetDhbDbNpmI38nem8CzKe1P5QHTBhzsJram5h9ozybiLtLHkbEFai+jCTXyE1N7kjiW9lMTVTFvE7NnR34Uf8MnNLCylYEeqmvyXgpzMfwLD+vJqA5JKsU5C0/fOZfg2vHcRBYf89udj9RBeL6ZlMkfOomuXtdevas47E7i1hrnbYcTPV3f5hiy6hrff4KsXaN2Tvm3ZaAK9+pN+Ep0vp80INj89cgwtmRgJWCVsQ8KsKIJsQjkJI+rO9U00uoisWhq8QPrFFKezeAYLrmTscEYnsWwYi3cjvwc1Z/6578tYqNa1Ju6P0k2Vixz68moo6E3R7aQuIDmXzH3JqSU7h9THSaxzQGyRRUmg4jiq+xN2q5tC8wW1A6g5lIwC0iaS0Y/El6NUVKERGpFxHuGgaK5hURFLdmfabcy6malTozhKIRnD/suDS2DWIyzNp/akKCnEutmmlk1g0nSWv/L7OB9Vl0ezMqcso/hbJuFWprHgMWb0pnLEz3wtHE8ZyjagqAH5x+ENWjxBu+NJaUDDg8mtczoNJ1F5Es2epepRwiEosSaM8wEkjCKlC7lbkl5D5o1U30DhKIp2Y8kJTD6AiR+x6k6KJmFSfF/GQvUDlCUy/7gomN7kOWRcSM4RNJhDu4a07EyrbJp2o0F7Uh6Pwr8k50cB9pKejyYFp1TUWWyTo+gGS85ndQWrd6BkY1a1oWAkK8dTuBvz0sj/hMK3KbuXslLCkJ9+POFTyj7iLy9zyXVs/Bq5dZmX77yRF69jwpDf33n44EtSG9L/NXat29+pzzM1m0emUdX1l62//GyWjKLwCaas5tnhNBxKy+1pVULrF8l+gobHkZRE7dPUNqPmoWgKTXUitSOoGU9NCtX3UFFDQVfmn8mcLSjsy6qtWXVpNLm8ekp8//0JhWrHHekzmbLrSX2C1E35bAwjv9e5oDah7qmKfGhN2mdk/z3Kc7f6WMpejDrQazYka1NSdyOtkvAKLq+zgOr6emrup7Zb5PaQ34gVe1L4KUuPYfk0ljxP/qksOIny2wj/+pmb4T/UZPLhZPIeouqUNatm9mfuVFY+//s7e3mroygH6UezeZ21t/AWZqcw+0E8+Atb2hdFVnb566zEki9ocCatO1F4OlX/oFEParqSeUDUL1j7DFWX1k2heSGa71d1A1UfUvIhxTUsS2T6tsyaQcmOlA0XR+78c3P9HAZ/zj5duGAOaSdwVl2ahOPG/6JD7XtGETO//iQO/f3FJI8//3uf2D3hD0nRdtzXljPOofpdUlZFMQp+BVYStq23vF/82IiJiYXqW3lmEScWMuo5UrM47nKefhA5v3jVn35/bKSYmJhYqOqYVs20VRgaLQ99JT79vwINsWG95QKMjZslJhaqmN8T/esSdtYRPvL/AwsxMetLHOYl5hcl61L692dQFwaV0X8lmdejZ9w2MbFFFfM7IfuySKiaLiOhjOUrWXwdpVsj9hOKiS2qmN8Djeax8840GMLm3Rk0ioa3Yru4bWJioYr5nZDyCC1akNKHxn+jyUpS/+0bmXJiYuJXv59iEQwhO5uk8dFy/qb4kMbpJOfhXkofiKa7NJpGygUk1iVYCG8RRkXhWFYdSeYmZL9Kap0v/IoPqF1B4l/I+pYzUb4rlW9hd1qMqPvujCixaWE+jbqTvArHUtqUVfdS0xjtSexKi4W0uopGD5Ba9/vCUorvY87rJPSncRoNW9FscLS+Oo2qS5ixNytHU3Vk3VUyjKYP0uDftHmF9NPr9udx8u5gTmYU5aG2+Nvbcei+tFpI0hyav02Dg6gZSdkcFvYn/y7cHa3PPYMubcl8jaRjo98vKGTZBZQ/Q8KA6LgSmmAfEjamfTMSr6P6ZlbOYGVzWi4muy6BZ7ibxS1YfQarj4++yxxK1oa0u4oG+5K4fZSzL2848++lYhLVG3zHEz6LrDY0O572Z0ff1W5G+QLmDGXljSSPIOvdKOEsZDxIbnnd/rxIwRusXETHN6K5nwlHUvMiS+pSdNUeRWUTlvaP78NYqH6A1MlkNiJ5TLRc1BijyMoiZRAJexJ6kPQR6eeQNpCkW+outCMjkakZTNHHpB1N1kdk7FW3rQRqtiLpQbJe/mbd4Tg8RPgbuXW/SfwPiindkYzZpO5O6EPNJyTuE0VskBmNtKX/m0YLaX4K6S3rjieQPJuUkSQcSlYmjc6hxcHR+qrXqbyShXeReFzdjiSQsB1pPckupdlMMuvKly6kfARJOXgJf/n2dlzWhtIxZN5G+tVkd6PmboonkbcUddEBEncnNZ9G48j5BylXRN+v2pH8x6mcT+KZkYglnoaBJF5C87Yk5lJ5ONV7U/wcDctp+FXduTic1WdTukO9i/9O0pfTKJ2mW5J4EJULqfiSpOdIfOB7LowXSf6S7CtpdmD0Vc1DlPZnyS4kNCIxm9RisuqiUGRdTONH6vbnWGofoOhqGl0VTXBP/CtVt1N4Wd32HiSpZXwPxkK1HgwcTt9OJOxN2ya804XUpRy8H8XjaNyf2W/x4kbs+QEFA1n1HMl3k/sy2UkYy6jt6L8TG+5G24/JaMvjAynZmdSDaJBOzVO4LIpokDiNigNYdRbV5/DPXSg5n7l7s/Athm3BoKtIuYyyrZlyCsNGRREfkvuzT28O6ULGAopOYPSB5LxPv8eiut/YguYf0vtmOp7F+M5UDqP9hrS9geOX82Q5Iyex8DMOHMbeF9C4CatvZdTpNDucjL1Jvo0nN4ySoBZ+Rztu+gEdC0ibTp8+tH6D7reT0iuKfnDNxmR8QfsqDp1F842YOoCSM2gyh1NeYOTxTEngg5YMnkf2FSRdT+0ZJE+g/BPSltH7Dj48mdwTooSfq4cyoITFFcx8hvv2p+FE9tqCDXJpdg5fLiRhWxpeRM8XeP95xr7BiN0ofKvegZxP0nVR+270MVu0IO+vzCylUW867EXtLtw/lYq+NH2DXS6gdou61FkHsfRqqs8nYUcyFrHVFYweR20HcgfQ+mESh1JwMZPbMiSP0NX/p+CKhSrmmyb+FBJ7Uv0+6feSlknaPuTksDKNpHyy/kH26CgBZXEmVROouSCylJLa48YokmPjbmTcQfIj0d9GC8lIJeVGSqpJOZjEUwjPUbovTVuQ9DJV08l8l7KOZMyl4X9o2JDUHUnaPrLsPCnKCXg3iRvR+lqSH6BgNEsfx3uRoKV9gvI1M8bKN2P1q5R3JCwlf0UUoqbrljTbl6YbUTib9g9R+3cKXmPJBlRfROklURTMtBfWwzI9n4ITSNyJkgGUPcncMWS0ITeXJufTMImWN5G5hFnPsSqV6l1IqmTZLHL+Q/N2UXSC3MZUTaJ8A2qKqTiTmj1J68/iXUhYzvJJ0cTgpO2Z8TYZh9Pw3zS6jTbTabA/CQ8xYwYlB5H4LBYw/3kaHUDTh8idQWFSvethftQV0G4KuS9SeAdLp1DckerhJNxBuwTa7kpxAWnPk1XNgnuoep/qk6itjaLDZn9Jg4FMvYaSl6N1FV9GbZH2JSmVdYlG9/X/GZtjoYr5VjKuJOUBSs6j5YY060DWdHpsypjZdPuMzifRNZ++7cjvQMEx1A6s63s4jcSn2AT9TiG3HWlv0KaSTR+NBCT04+klUYTPlN2o3p2F+7HT3dGrY2l32o6KYhO1yaP1KFYeSOPR1HQnZSqJl0dlE1uQ/iR77004nk9vYMy4yDl88TsU3E5OOjXXUlPDoidZ3oKCk8i+mmmPsOgGLr+EbQ8h4SLSm3LEoYy+n0lXMKY77c9h9WKStoqswR+i6WAm1FByDfNuxVe8mE3zD7i+F5v9k25NabUp7YdxRRkdL4nmN1XtzZy57H8+nUfyVga9NmPU4SwYQ+W9TD+E7GakPcjEDek/mGHdyXuebcbyRC/ObEi/m9jk32xRTOvW5D/Nrcew2bYkF1P1NB88y4VnkPMBS9qxsL7gPknXjTj4Kkpy+GIoH0wk+wFWD6T8n1yQxIGTWLgDc1LpcB+vvUt+JabRp5Ln09noOfrdx9Vns3U/yoex8nwazaX1QzQaS+ZWJJ5Fzcn4LBaqmO8h7UsaNybvbkorqB7FlC7M34AGL5PZgMREViXgXHJLyG1P+/bMGcfyBWw0jNJHoz6umrnkd6ailsyjouUp77LJP2hcTdkghi2OrJbUBdE+jB5N3n9IPoOUo8nIYF4NLZfR/AU8Wm+Hp1LTjxlPktCQ7iNYNI6KCaQeTvUOlJdT1o/ky6l+NLIqWveiMZqfw8yZ9HyK1g1o9yzFxeSnkfoS+5/ClANI2JJwOtWXs7AFrVfTrl6ImJKPaP4Y6vpo+nxB0q40raLJEWT2j/qXJrxEo3doPZLEjXnhBY68kOJdSBxGix2YO4vCPKqvp127qMN/3l0U3McBo6huSp/xpF/Kl5m03pSt/kHxJ3QbTFUWZW8w/wYa7kjHpcy9goWjo1fRpZeRvj2ZfUh4jpI00q+j3WBcXG8UM4WOHSMLO/90ClpxQHemNqLHI+QU8dJLHL4pCUujjvuVK2m1F52n06IX815j66dotILFh/PXU2nxDuXXUv4vBgbGD6VsFrmz4vuP2D3hRwnV8rspHUHBKKZMYX5PJr/M3PZrhCqcR25pJFLt21Mwnml7kplJySMs+pIZTzF2bBQ4LfmoSEymTKHlLnTtSodBLF5M1YUkzSdhWCRUs25gyRmsKK4TqhSql9Fi3VevqZG1NP0pEgfRvSGLFlEyIbI+qr9aI1Rll1GeGQnV0l40uo4BIRKqzCejMLvtDo6EamUaqQPZ78JoMCFtS5JPp2oWCxfSehV9nlvz6XgazR9fs1t9vmDLXdhsM3odybaX0XcrJkyg0bO0OoKkgZFQHTWAAbvQrYgddqDRbArfpeCySKgqL2H+3ay6n10+pXMDth/HDpdEbd1qU7Y8j51ui4Roy60ioZp3QPTa3LGYJVcwsypav+QyVmRT1ZuEhEio0q6j3TrJM1JSI6GqGk/+HhR044AD6NiIzR9mzx6RUCUUk7CMgjqhar0XAzdkzzqP/G2epG1nFh3OX/9Kv7n0/xeb3xkFM1x+MnkXEtrE918sVOvBqjIqVkSvCUsOorScgq+YOJHKTlG+tQVXsHo1i94g9bUoVG1hIYnHUL6KVdexYgVzk5m7A/NHM28esy9n9qMsbswGG1CxB/n3RkPo3bqxfBPmnMGc5Kj8or7MO5+5tVF987ambAsy8liyhKrudTudE91sfY6OhGz8TpF3+PZvsGkDNphKWhrtutAzk76v0aFDJKR5Z5D3CvPnUzyUmsewdSSkDT4l40NGvs+HO/JZB8bsyedjGTCAHkfR/v6oz6ldCzrcT7OJVFSwuAGrb2TpRXz6KSM/Z9VrlL8Q7XvJo5RcTsWzkQivfJdRrRh6Hh9+SJO2LB8a9fVkZUWDDmmjSdqYZYP5+D9M2of5VVEo58RbWfgeE3szalQ0gpqfxZLWFBRQPJzFj7FkatTn1PAjMnZbc94Ld6Tsvm9eDwnvRPXPPT8KmNj0CMaMYXgzPtuGJf3p1YuV57L4BZZeH4WVtiP5BzBml2h/WuSQmcPiAZGV9vEhDB/D5xtScjYLB7Py4/j++xO++u16MH1ei8Z4Fny2vhE+V5VSsTISqsUHU/ol5V+RN5G0ziz9OAop3PBQFr5Bt21o8BUTO5BwNOWrWX07K7ZlZQort4+G6VPPjW7M4sfIOL1OqHZh5QDKT4+EKm8gpc9TFCKhSulD+vmk1dByNfO3prwdGc1ZspKqHqJ4MnVC1fcYpr3BhL0YfDJ97yHxBopySNuQ9l3ouoDc1yLR+eoRlp9O7mDm70bRUKpLCedEQtUvgYSJjBzGR8/Wa6QhHD+ADY4k6QBqc2nXiMzbSd2YCpFQrbqBosP5dAsSK8lZSdK8SKjaPkrx5ZHvWMap5L/HZ6cwc240QrbfYXz1XpR0o90N0Stn6knUPMnSIxl5DxvuS9fKSKiSbmVhLTMvoHQb9jiO/DEsa03TURQNZ1FgyXNk96Hhh3gAH0WHVLADGffhtHWe7O9GQjXnfDIOpMmRa4SqaBu6bRgJ1YptWHw3y5IpOpu0HVnZiSldGfU3zunNilwWb7RGqPLPp81RFJ/FoqNI/FgUcz3mzyRUbz9D49144j6O/Zgbr+aU7X5IqJb8nRXLo6duWU3kH5M2luoksnuQ9A9ST4isgLm30WsYbY7mhcOZH2i5kA07MW4cGb1peE/0ildzL+VdmT6bcCybbMWSeZT3pPZjepYx6myqGpFaQqdO1FxD6QDKBjPxS3qOIWcuSw9l8RDsRVIm1Zm8PIA9/sl2pWz4LgXP8dCGDLyGgQ+yVW/6FzPmJj4bzsFVbHQ7Gwyn+3G8W0zZrpTsTuFdVN9K7b+wB+U346hvtlV5I2onRAkxGl5G5QKSaiLfrhW3kH8tSbexohlZc6mpJmEHyjeiqpyqv1BTHo3qVW5FVQOqL4xyEnqDmgJqXkN7yg+h/D+UprDyFEqzov7DwpWRNbjgUJZsS969kdNtzalUbk9FarS96oNJ2oDMvWmfFL2mqyDrbRoOomNX8q9i2XMkfUzi0ehM8qaEA6huSHVzqvelfJMoH2T151TlkHA51W9F9VTcyLKTyPwoClO8YiD+Vq/R+pN4LInLSexEwhUkXhFtI6E0Fqg/oVCljKXZMpbs+mMifJZ/TsUxJCdTE3AYib1JeIDkHJI7k3J/dHOVbBhdcBm1FJ9J6W2kV9Ewi5mzI2fGlJvJup6qayidRPF1kftBgz1YeANFBYS7yMmn+Mno1StxF7KaUnUb5X+lpgsFw2m5Ksr9V1ZAeQbJMyNrqnYOi4+nciRtW9CillEnMfc9ui0jtTNNm9JgGIWHMWM5rZ4l5Ty6BLp0onoy1R9R/R7VV1ObTugWuTbUfker1RxG9YFUHB4JTG2bOjcIVF5F5QySZlJ5E+lTCffin9QGQjFhJK4mYRC1TSMnzdp/Ec5HL8JKwrhIqGraUXsINRVU3Ep1d6pLqJpP6aeU/SvyYq/oGlkmtWOpHUzt84RSai8l4TqSTyHz4ahfSybZt9PkILJGsbo55YNI3JSEr0joR+JUwqWRp3vtB4QHqH01SuseXoy8yRMuJ6yIZibUDKXiPJKfpPoLKs9Y51WyIcYjD51IOApPRn8TluKFWKT+ZEKV+SLD6wJtfvnm+kb4zD+Q+X9n9j/Z4xk+fJ6EM/nrMYxOpfO7ZJWzqCtdb6TN/OjCnHAWX7xAnzLa70htCd2m0m4SDTqT9ASr8sk7jcot6Nec9y9h4SjSB3PUK6w8jcTPyT6RRh9TNJFV50XJIEY3Zbu+zGvLyE+47jpqTmfR/eRlRtlz3u7A/GQWXc6mz7H/ySwJXHcsuUMILSgZSYu9o871T2aRcRU9RpOaSlIe5TewOp8jHmLS5uR8xb8aRo6t5cdQexfhQp5vwu4jaPk5bdtSjPmVNMpgywxqe1I7jYTayI8olEcjleFaas+iyz50/IBF/2DqM2x0K3+fFWWi3voMPn+dfm9RvpCpq6k5MUr5VVu3PUsIT1JzMZWV0af6KGoWYPs15VKb0yuTdk1ptgcF15M/i3FbseBElm5Cg6voOo3qsdF0nX+dTdpKklpTczjTp7NvY5a8xfzzGDyL2pfo1Y5N/sYt/ThoS7Lms/w5qqvrfd6N9q0on1ZN2Ov6qD/z/Ouo2BnH06wZm/QmJ/ZK/zMKVcEQJtT9P/SVOMJnTEwsVH8YQhuWf8DnIzh2EWlDqLmPfd7hy+fo/iydz2bmAHbelykv8MWiaEh6/ONRaJPNTiOhkF13ZNq1zB1Pm3S2SY0cNCsvoWBfpl3GrFMiE6+6mgP2I+EfVD3O/I1Y1pRNh9D1M9L3ZdttuO9xRr3LtjnMuzTyO2o1OupPyb2bzstJWkpyH8YEenzKQTey+mZ6z2RFa8afFI1K2oU3ynlvfOQS0Hpx5KYw4x9RB/Hka5h5APM3pddcChtS04uk3uT14rUTKVyn76rvCA6sYsNR0TBGWWe8Gq3LHkmDVyL3gEYvsHQU6bU8ewB778yAp2h2Mm9mMmoyg3cl/XUeHsWel9H5HUr+tXZ9GXvQaxCNDiTlojXfNyqk02YUXUDTx5l0JftuzPJPufJeDm0ezQgouI9lz0YRlJdfQX4evV7n+bdo/zxdvuChh/jHbtFI3sy/ctddJN/HF+/wcSfOGULaoWReTeeXaXQIGYdQeBx5h0Z9V0PPZNMX+MvR/G1L+m9EzbmUrGDs9VS8RNNjSRwd34PE7gnrRWVXVp9O6R2kDCT5CUrPiRJ5Fl9KZQPSro78iQpvZvUe0e9Ku1E8ndK/R+4AVR0pep382yL3gurh1M6LXkny8yn/O1WbRv05K0+hqphwK7UFFJzO6gcpuY2Km6LO+/L5JF5I9oho+1lNSLsw8ulKTCR9C8LhlH5B0ZlkX0NWIsmdovpWv0LuvGiEsfw8Um8m+2lyHoliRlUNonJDai9n0fFkbUuTdqSPpugsaoeTmElK+O62q2kY+WClH0lVH8qTIh+valQMpvoNUq+m5GCWTmZ5n6hfq91bJPWjcv9oBLPDkMhNZMW4uk7q9iQ/Q/JNlJTgHCoepfyt6LW1sk/UllULo/KVjUlcFCWELS1l4VBKRpNcQufOUeSH0kwqPovaNiODlNejuhMSyB0bTS5O6hAtL7mLihk03aHu3O5L8gIavUnmdSzZjLxpVIa6Pqs+VL8WTaqGlQ+xvA2F20f1Z+9aV+/MaNJ24sKo36p2A8Jl6pJKxhZVzPew6hQmFLCwCQ2HUXkac4+JnBxnHUrz12lyOwXnMDWH8XXyP/9UZlTR6pOo36HgSKZOY+ybrBxH1yPJfTTqsxg9mmUbUvhw1Dcy8i80f4iG86h8gPH78dV1NHqdZs/TZguWPENyEl3GR9tP25Kl57J6SVR/s5dYeBrzTqRsAoMOptPzZB/L6JG4iF4nsO0LvHhC5LHd6D5yFpD5GYWLyL+F6iG80JddhpF+PVNHM/ww2pxF7nQaVH3PYMRGzLyWVk0pHMLyiykrIzGwcktSOtD0duZmMHEImUM4uoZDuzPqMlbV0CqJo69h7BKmjKBoTjTSmVVN0tPMCdQex7IDaNiBxmexaggFT1H8FIkPs2o5qRWk7xSNCo7emD2PosdQTjiBt5MpaE/VCHq9QKM2lFexcno0UNLz5CjKROpRJKXz1kf0u5etcxg3gEmTaf4cfe+j9f3c24CSXDJ3p9Xl1A6h7Nw1evPJXAr3JrWIEz5g6uesbkPJn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