C#数字图像处理算法学习笔记(三)--图像几何变换

几何图像处理包括 图像的平移变换,镜像变换,旋转变换,伸缩变换,在这里仅以水平镜像为例,通过代码来理解其基本操作方式:

翻转前:

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" 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1Op9PpWCxW0Rzi8XgulwsGg3K5HGiXSCRC393c3Mzn8+12u9frtVqter0e/issFotKpZLJZHq93m63m0wmeHhCoVAgEDCZTKFQ2NraOj09/R//8R9L+Aze6dfmXYLl5dy3lw4rVqz4slc+fYMlwd3NufDTVeHBJcT8/PyHH3749ttvv/vuu5UmGoTj8+fPnzt3Lh6Po1AolUoVCoV6e3uLxaLf79doNGq1OhgMDg4OFovFoaEhu93e1NTU3NwM3iwSiTQ1NeXxeEKhUCqV8ng8Ho8HmFen0ykUCp1O53a77XY7n89HoVD19fVoNHrdunX19fXBYHB0dNTv9wsEAiqVCl0qjUYDzuVyuWw2m0qlgrhsNBp5PB4GgzEYDKVSaWxsbHh4uFQq9ff39/X15XK5SCSi0+m4XC60unBkh8Fg6HS6TqeD871UKgUNL/S8yWQyHA57vd5kMtnW1mYymRgMBrjHyGRyQ0MDn88HqvV4PIlEwuVysdns1tZWvV4vFotVKpXNZrNarUqlUiAQUCgUiURCp9N5PJ7P5wuHw1u3bl3C3513+rV5lwDh3C+NvwXO/WpYXFwElaBcLl++fBn0BKBXcIC98847f/7zn+Hd7tWrV69evQpq4+Li4sDAABaL1ev1Go2mv79/YGAgGo1KpVKlUtne3j4wMNDV1TU8PJzJZBgMBthgcThcS0uLx+PZtm2bwWAIBALZbNbpdDqdzkAgYLfbNRqNXC7XarUWi8Vms5nNZi6Xu2bNmqampsbGxpqaGi6X297e3tHRodFowGBLo9Eqti2RSCQUCuEwjUajCQQCqVRKo9GwWKxGoykWi+Pj46Ojo319fd3d3YVCoVAoBINBqVQKvl06nc5gMAgEAhaL5XK5FoslEAgkk8nu7u5MJhMKhXw+XzQa7ezsjEajXV1dbW1t0Wg0Go2KRKLGxkYajYbBYBgMhkgkUqvVICj7/X6tVisWi7VaLfxfGY1Gp9NZabH5fD6bzebxeHq93uVydXd379+/v1wuLywsXLly5cqVK6DzfDXN4U6/Nu8SLC/n/mmJAHruDX+8/gpc/PR3LdUDuB4I534BLl68CKLB/Pw8XAEWPnfu3BtvvHHhwgU4Sa8Y9a9cubK4uHj69Gm32y2RSMRicTAY7Ovrs9lsAoHAZDKlUqlcLtfT0wPiaSQSgZN90HPJZHJHR8f09LROpwuFQgMDA+Fw2OPx+Hw+GCtQKpVqtdpkMlksFqvVKpVKm5ubGxoa0Gg0HJ3ZbLZkMul0Ovl8Pp1Op1KpwLBMJpPH44lEIqlUSqfTORyOSCTi8/kEAqGhoQFo1O12p9Pp/v7+oaGh4eHhoaGh7u5uGMoQCoUsFgsUXrAP8/l8p9MJPAvybjgchhbV6/W2tbVFIpFIJJLP59PptEKhAF0Ci8ViMBipVOrxeMAt5/P5xGIxh8Nhs9lwkmaxWPR6Pdgn+Hw+i8Wi0Wgikchqtcbj8d7e3n/913+F/+0PP/zwhk8Qzr39WF7OfetuBMK5X4ArV67Am9mrV68C7S4sLJw/f/71118/e/YsOHDn5+evH4568cUXA4GAQCAA4kin09FoFI7yQ6HQ2NhYX19fNpsF2dRms6HRaDjpamlpEQgE09PTw8PDKpUqGo1OTk52dnYGAgGPx+N2u0H3VCqVOp0O3FRgMKivr8fhcAQCAYVCsVgsv98fj8d1Oh2Hw6HRaFQqlXUNIpFIp9OJRCImk8lgMKCLxGAwtbW19fX1eDxeoVAAUQ4NDY2NjQ0ODvb09Hi9XrVaDdIEqBPgaZNIJGq12ul0plKpQqHQ1dXl9XpVKhXMQZjNZvhqJpNJpVIOh4PFYhEIBAKBwOVyKyJJMplUq9Xwz+fz+TD6Aa44Ho/H4XDA+cBgMIxGYzAY9Hq9hULhlVdeKZfLc3Nz0ORW3o4gnHv7gXDulwbCuZ+Hij/h6tWrly9fhnev8/PzL7300ltvvXXp0qXrqRbs+h988EF/f79AIIB30MFgsLW1VSqVisVis9nc2dkJMm6hUBgeHm5vb5fL5S0tLcCMzc3NGo1mZmamp6dHoVDE4/FNmzYVi8XW1lan0+n3+8FlBfICvAe3Wq0ymaylpQWDwZBIJDQa3dLSotVqE4mEz+eTyWRMJpNKpbLZbPAtwG8Cq9UK9l4+nw9DECgUCoPB1NTUYDAYgUDgcDg6OjoGBweHhobA3Ga328FLwOPxoNuFozlo3sPhcEdHR1dXVyaTaWtr43K5MpkMyJ1IJPL5/NbWVhCILRYLk8lsaWmh0+lGo9HlcpnNZrvdzmAwmpqaqFSqXC5XKpXg0BCLxVQqtSKSaDQa4Fyv1zs5Ofnmm2+Wy+WLFy/Cb76v8Fzf6dfmXYLl5dyzdyMQzv0Czi2Xy4uLi5Ujso8++uj3v//9b3/7W7CFLS4uVmh3dnZ2fn7++PHjarVaKpUajUaz2RwOh/V6PYvFslgsHR0dfX19xWIxn8+DsODz+bhcLpFI5HA48L7bbrcfOHAglUopFIpEIrFx40aYmLDb7cFg0GazyeVyqVQKnOtwOBwOh0ajoVAoLS0tMIbQ3NzMYrHcbnckEjGbzXCYxmKxuFwuk8mEBtPtdiuVSiAyHo/H5XLxeDzYzhoaGjAYDI/Hs1qtyWSyv79/fHy8r6+vra0NGJ/P58N5GpzRgSAA2i7YGDKZjNVqValU4Lfl8XhNTU10Ot1sNre3t2ez2Xg8DnMTbDZbp9M5nU6XyyWRSLBYLHCxRCJRKBRSqVShUMDhG4/HA2ex1+uFXyd+v//o0aMgssPTBM8Iwrm3HwjnfmkgnPvFmJ2dBXnhypUrL7/88tNPPz03N1eh2vn5+Y8//hj+ePbs2Wg0KpfL9Xq9w+EIh8NGoxFmGTweT1dX1+Dg4ODgYG9vbz6fz+fzBoMBDohEIpFYLGYwGOFweNeuXTAMlkqlJicni8ViMBi02+2hUMjpdCqVSplMBsELNpsNRF6Yc8NisTQajUAg4HA4mUzW2toK3ApSKZfL5XA4YHdVqVROp1Ov14OUrFQqeTzeqlWrampqqqur6+vrsVgsg8FQqVTxeHx0dHRiYmJgYCCdTns8HqVSCadwYAEGR4RMJnO73YlEIpVKJRKJfD5vNptFIhH0sBwOp6WlBYvFgr0XmNflcvH5fBB2bTabWq2mUCi1tbXNzc1cLlcikXC5XLlcDqoLm82G3xA6nS6RSLS2tkYikVwu96Mf/Qieha82Z3inX5t3CZB9aF8Fy/d83HHcIuHOz8/DW9ePP/74ueeee+yxx0BJLJfLlYPyK1euXLp06cqVKydPngR3AXBNIBBQq9Uw1RqLxSDTYGBgoFQqZbPZWCwGLlSNRgN+Brlc3t3dvXXrViDErq6u9evXF4tFSJBpbW1tbW3VarVyuVyj0eh0OrPZDOZWpVLJZDKxWCyM26LRaBqNBmMXJpNJLpfz+Xwul8vn82EITSgUOhwOYEOwD6vVaiaTuWbNmgceeGDVqlX19fUYDIZKpapUqmAwODAwMDQ0NDAw0NnZCYotxN8QiUSYVBYIBAaDAeIj0ul0Pp+PRCJSqZTP54O/AuQLPB7f0NBAIBCg629vb3c4HAqFwuVymUwmLpfb0NBQV1dHJpNBO+bxeJC5A/8uCoUCwWzBYDCdTgcCgVKp9Oqrr169evWrPdF3+rV5lwDZ+4vgE7gVwoUIQfj8lVdemZ6ePnz4MFyHi1evXgXB9+LFi7/5zW/6+/vb29sVCgVwLrST8C47l8uNjY3BsANwLsySCYVC0GTBJlUqlTZv3gwHUPl8fv369b29vYlEAvRcmFNQKBQwHAGSLgxuicViHA4HrS4Gg8HhcHB+BY2wWCzmcrlgDoM2Wa/XGwwGhULBZrOZTKZcLnc6nXV1dffdd9+//Mu/1NXVAc3BOVsqlYJTtVKp1NHR4Xa7ZTIZKMI0Gg06aBaLJZVKvV5vV1dXIBAAb5xEIjGZTE6nk8fjYbFYuEMymYxCoWg0mtlshhQbaOElEgkOhwMPBo1G43A4FAoFtBeQvMHGAIpNLBYLBAKxWOzgwYPvvfde+ZqfBOHc2w+EcxF8Ajfzszc/P3+992BhYQHiacrXVMJLly4NDQ3BENTVq1crgWFw/x9//PHFixcfeeSRwcFBs9kMmYRKpdLlchmNRp1Ol0wmIc0AmtyBgYFEIgEjCUCdWq1Wq9WaTKYtW7aMjIwYDAY4cNu4cSP4yXw+XygUAgODUChUqVQajcbr9cKBmNlshuMyiCXD4/EQ6KVQqFwuj8Vik8kUcrmSzxcymWy5XKlSadRqrdVqd7k8crmSTKby+UK329va2opGo7/5zW+uXbuWwWAwGAwQfNlsttfrLRaLlRCyYDCoUCgEAgFk9VKpVA6HIxaLLRYLWHTBXeD1emHu2Ww2UygUAoHA4XDIZDIajYYpZA6HAyeNoPOKxWIMBtPU1ASpOsD7YJOAsB4OhyOXy+PxOAxfwH/sk08+Cc8aPIMLCwug8M7Ozn7xwPedfm3eJUA4F8EncPNdz+zsbGXwoUK+8GP82GOPPfroo3Bv4GEAl9Lc3Bzw749//OOTJ092d3cbrsFms/n9frPZDCO8xWIRDtDgYzgcVqvVEK4IvAycu2nTpsHBQQjWAqPu4OBgLBYDBTMcDvv9fpVKBfICCAs2m81ut6vVakixgbBwPB6PQqHEYqnN5jCbrQqFSqPRSaVyFovD5fL1eqPRaHY4XE6nW6lU02gMJpOtVKoTiYTNZsPj8ffcc8+aNWsg7ovD4fB4PKFQaLFYurq6xsfHh4aGUqmUz+fj8/nApDDkxuPxpFKpXq8PBALt7e3JZDKTyYC4EQgEoBOnUCiQyw5aMHSyCoUCnA/RaNRut8OkBoVCAX8xiUSCFh7+Ih6P5/f7M5lMZ2dnT09PZ2fn9u3b33nnnfJ1ak/FYYJw7m0AwrkIPoGb51yIH6v8lFbyyF977bXdu3dXMsPm5ubm5+fhI9zso48+OnDgwMMPPwwzrAaDwel0QgSBxWKBmQiICc/n88ViMZvNer1eiUQikUiAXnU6HVhup6en+/r64PNMJjM1NTU8PJxKpaCza2trg/M0qVSqVqtBWwDO1ev1MLjFYDDYbDaRSKyurqbTmRqNzmg0w0etVs/l8ikUmlqtNRrNTqfb5fLodAYeT8BgsJhMNhxMeTye2tra73znOxQKRaVSgQQMni2z2QzrG/r7++GWcrkcKB58CEql0m6322w2+OdDNLBMJnO5XG63m0KhgKcN3GY4HA6Hw8Fwml6v9/v94XA4FArZbDbIaOdyuTAmB7PRWCyWQqEwmUyHwwGLJIrFYmdnZz6f//GPf1xpb+F3ITxZFfEH4dzlA8K5CD6Bm2Rb6FvL1zTcitTw5ptvHjly5Oc//3n52laY64/OFhYW5ubmnnjiCRAWjEajxWIBwu3u7m5tbbXZbGB0Ba9CoVDo7e3NZDI2m43P5ysUCpPJdD3nTk5O5nI5aH6Bc0dHR7u7uzs7O7u6ujo7OyORSCgUksvlcDrn9XrtdrvZbDYajRKJBN6J83g88MA2NbVwuXyNRqfXG81mq9lslUrlNBqDxeLI5UqbzeH1+u12p1qtFQhETCbbZDIlEgmI18HhcDU1NTD4IJfLxWIxnU4nEAgSiSQej5dKpeHh4WKx6PP5QKvFYrEsFkuv18NZn8ViiUQikDvu9XrFYjE4OiBbks1mQ/eKw+Hq6+sZDAaMV0AUg0qlUqvVbrcb5u44HA6BQGhpaYFTOAqFYjQaId4BmLe7u3v37t2vvvoqDF5D2Bs8RzfkyiOcuxxAOBfBJ3AznFsulz/++OPK+MPFixfh8/fee2/fvn3f//73oW/66KOPKnvVYETi6tWrv/71r/fu3btnzx54gx8IBGD1A9ih3G437GKA+AJYzZBIJAwGA5/Ph+QEs9ms0+mg4R0fH89kMmq12mAwpNPpyclJsMf29vb29vYWCoVoNAr5tpAN5vV6wRgAdis6nU4kElksFpz4V7cHEe0AACAASURBVFWtw+EIYrFUpzMYjWaz2arTGUQiCQ5H4HL5BoPJ6/X7fAGr1a5UqgUCESgDsVisq6vLZrNBg8nhcCQSCZgrsFhsfX09l8sNh8OlUmlwcLC9vd1isfB4PFAMeDyeUqkEPdfn88EwcSwWEwgEdrvd4/HAKBqVSgXjLYVCgV0+UqnUYDDA1C+bzYZMSzAgwzwxi8XC4XBoNBqLxUql0mQymc1mIZstm80ODAwcP378nXfegd+IsBWpfC1dHuHcZQXCuQg+gZvnXHhnevny5coR2U9+8pNcLvfhhx9WWqdLly4B58I9z87Onjhx4ujRo0CURqOxvb29WCwODg5CMxuNRgcGBipzEOBYALuVSCSC+V2z2QyKhMlkGhkZSSQSMGnW1tY2Pj4+Pj4O82Dg1gqHw5FIxOv1ajQamUzmcDhAW/B4PFarVSgUwngYh8MRCAQNDU319Y00GkOpVEO3azJZNBodmUyl0RhisdRqtft8AafTrdMZ5HIl5NjCOVg0GjUajXCQBWN1CoVCJBKh0ejq6moulxuNRkdHRyFs12Aw0Gg06EMZDEZbWxuMNXs8nnQ6DWEREokkFAqpVCrolwkEAuTmQALD9VvRBAJBS0tLfX09jUYD54PFYlEoFLCxAo1GU6nURCIxPj4OhNvd3Z1Kpaampn7+85/DNCAMBJevnY4inLusQDgXwSdwk5wLlLq4uFhJffzP//zPsbGxY8eOla85cMvX2mGYfZqdnf3d73536NChbdu2WSwWo9Ho9XrBUzUyMhKPxx0ORy6Xg0Mz2PnY19eXSCRgKFYqldpsNqfTCc0dbIoEl4JQKFQqldFodGhoaHR0FD5C6Exra6vf70+lUpDraDQaIecbAhl0Oh2PxwNLFo/HY7O5NTV1TU0tAoFILleq1VqTyQKtLoFAwuEIEokMVN1r10VKpRKsFJBBYzKZoGsGWwIcqTU2NjY3N7PZ7HQ6XSgU4EhQIpHg8Xg8Hk+n01UqVT6fj8fjHo8HGt5YLAbOOZghhriGyhEZLBPi8/mwOQ1aXRwOt3btWhhQBvMyl8sFmwQOh/N4PJOTkyMjI5A/Cdk3e/bs+fWvfw2/FKHDRTj3NgDhXASfwM0Q7uzsLGi1c3NzwLkfffTRoUOHgsHg/Pw8tE4gL8AuS9ANX3311ePHjz/yyCM+nw96sVgs1t/fPzIyMjIyEgqFPB7P4OAgaLjFYrG/v79QKPj9fnDLKhQKh8Phcrmu51zYOwkGABhGAKoFzh0ZGfH7/S6XK5fL6XQ6lUql1WqhN3Q4HB6Px+FwwHwE+Ft1OkNdXcPatdUsFkcikSkUKr3eqFZrtVo9Go2tqlpHozFsNofH4wN7A4fDUalUkKkICylgtlggEICVWCAQCAQCNpvd3Nz83e9+l8fjBQIBaMC9Xi/MEEPf6vF4xsbGYFg5lUpBqK5Go/H5fFqtFuIlwQRGpVIbGhrgj2w2G2aahUJhS0sLbIxnsVgCgQBmjolEImwwUqvVAwMDGzZs2L59+5YtW9rb27u6ujo6Op566qmPP/4Y2BY+InrucgPhXASfwM1wbsWisLCwAJz77LPPplKpTZs2gd++ciBe+biwsPDcc889+eST+XzeaDQaDAaHw9Hf3z89Pb1x48bh4WGbzZbJZIBnwSI2OjoKh/jgbGWxWBDXAsICdMpjY2OJRAIiax0Ox+DgYKlUAm/v8PBwX1+fz+dTKBSdnZ2Q5CCXy1UqFQQywKwaZJnT6XQ+ny+RyIRCcVNTC9CuVqsHwhUKxRwOr6GhadWqNQwGKxAIhsNRs9mqVqvhxAw2XSqVSq1W6/F4IJQSIBKJQHBAoVD33XcfkUgMBAIjIyOQV0mn0zEYDKxqj8fjgUAAfMQwPKZWqz0eTzweJ5FIMM6LQqFgaVtLSwtchMxGs9kMkT0NDQ10Ol0mkwHv83i85uZmAoHA4/G6u7tHR0d37969a9eumZkZELuHh4efffZZEBYuXLhQkRoqK+wgPaMSi4Pg1oFwLoJP4GY4FwA/k6DnHj16NJlMPv7449D/QipuxdtQLpfPnTt3+vTp/fv3t7W1QYsaj8cnJye3bdu2fft2WMELKWKFQqGnpweGuECs1Gg0EolEIBDAjANwLqi6Q0ND0WgUshesVmtfXx+wNki6cLdSqbS9vT0cDsPSdbFY7PF47Ha7y+WqZCzAbBifL5RK5RQKraamDoPBicVShUIlFkulUjmRSG5pQdfVNTQ1teh0hlgsYbM5wEsLe9JsNhtsA4I9bLCtHTgXOJ1EItXV1cH0RDKZHBoaikQiIpGITCbDRIPJZAqFQjAM7XQ6wcwAi3mUSiWBQKiENoBKC+5dWGBhMplEIhEOh4OJOJlMJpfLIfiGQqHgcDgGgxGNRguFwubNmw8cOPDCCy88//zzfX19sVhs+/btf/jDHyrWhYsXL4ILpSIyQFzGwsLCnX5t3iVAOBfBJ3CThFsJD5ufn3/ttdcmJyfz+fwf/vAH4GJoiyqn4eVy+Re/+MWePXtKpRIMWVmt1v7+/h07duzcuXPnzp2FQgGmWoeHh3t6eiqDv9Ak6nQ6MNhGIhG3213ZLq7T6YrFYigU4vF4FArFYDDkcrlisQgrfEql0ujoaDAYFAqFMCWhUChgItbhcDidTq/XGwgEIPIRxtK4XL5SqZbJFBgMbt26GjKZKhZLwSiGQmHweCIGg3vggZU0GiMYDPt8AVASJBKJSqUCscJgMAiFQp1Op1QqK92uSCSCREcikbh69erVq1eLxeLOzs5CoeB0OplMJsT4MplMv98fCoWEQqHRaPT5fLDtGGJwQfyt7MgANxhEmkFAsMVioVAodXV1aDQactpgYA8scUwm0+l0trW19fb2bt269Ve/+tXs7OyZM2dGR0cDgcDBgwfhqTx79mz52mxLxbQLbe/8/Pydfm3eJUA4F8EncPOcW1mr8/zzz+fz+U2bNkFaVcVXX+lz//znP584cWJiYgISDh0Oh9vtnpqa2rVr1/bt27du3QpTUplMBvbpgpMhFouBnQAGDSDqG+JdwLSg0WggoRz29Wq12kwmA98+MjLS398/PDwci8WEQiGougKBAEYMrFar1+v1+/3w0e/3Q4CkUCiWy5VGo5nPF65bV9PQ0MTh8NhsrkgkIZEoZDIVg8F997sP1NU16PXGWCwBmThSqVQikZjN5tbWVpfLpVQq9Xq9SqWCFGBgXoFAAHvS8Hj82rVr165dq1AocrlcKpWSyWQ4HA66V71eDxN3SqUSNmm63W6tVhuPx6VSKQaDqawOolAozc3Nzc3NsMBCLpd7PB5IvWloaIBUCuBrvV4PXXxlA3GpVHr66adhYvvs2bMDAwMGg+HkyZPwzMKTWFF4K0830ucuFZBcsa+C5Xs+7jhuhnDhXSdw7uzs7FNPPdXZ2bl//34IW6jkMFT2qz/zzDMTExPZbNbv97vdbkif2b59+0MPPbRt27apqam2traenp7u7u5SqQTCQjabdbvdFccVh8OBuQmY361wbiKR8Pv9dDqdTCZDUEMmkykUCrCmrK+vr729XSKRwHJcLpfb1NSExWJNJpPP5wOK9Hg8MIshEonEYimfL9TpDBqNDoXCrFmzFo8ncrl8JpMtEkmoVHpjY3NNTd3q1VUUCi0WSwSDQdA6xGIxaK9wnwaDQa1WQ3QvMC8smIBdws3Nzffee299fb3BYAAfW2XlGpvNhnQecPjC5xBVHgqFSNdAJpNBCEahUEwmk81mCwQCm80mkUhghwWTyYRdRPCGQCQScblcqVTq9/sTiUSxWDx9+jQ8iVevXn3rrbe2bNlis9kOHTp0/bN8A+2WET13ibC8nLt8j/sO4m79dwFuhnPh5xDcYJcuXXrmmWd6e3tnZmaAc2HYrHJ0BsoDLFh0u92hUCgcDvf29u7duxe0hYmJiUwmUywWe3t7YYcuWMdgbEGlUkGmIoQw2Gw2m80GtgetVguJCmBchditZDLZ09MDnAvSsFwu1+l0BoMBWkUUCgWpYMFg0O12u1wu+E2g1WpFIgmTyZZIZHq9kcFgVVWtq6troNOZZDJVoVDRaIyGhiYsFr9mzdqamjqbzREOh8PhsNvthmWXJpMJ5nEr2i6ovSBGQywvkUhsampau3btypUr6+vr5XJ5W1ubSqWCfHQikahUKsPhMHyjTqdzOBxwV6lUSiwWg7AA0QpEIhGLxcIaHh6Pp1AoVCoVlUqtq6sjEAiQRwEmaKVSCfvZLBaL1+tNp9MzMzPvv//+1atX4cyzXC7PzMx0dnaePHnygw8+uHz5MhgYQFKoiPJ3+rV5l2B5OfeDuxEI58IPIcw7zM/Pv/7669u3b9+1axckp5SvZSwsLi6++eabe/fujcfjoVAINt0mk8lIJLJp06aDBw9u27Zt7969IyMjuVwun8/DMrH+/v7BwUFwFICSKxKJDAYDZIxZrVaHwwGKcGVwFiJjnE5nMpmMx+PZbBamD4rFYqlUUigUMpkMvoVGozU2NtLpdPheePMOPgGn0ykUink8gVAoVqk0UqkchcKsW1eDxeIpFJpAIKLTmVgsHocjVFfXVlWtYzBYbrcbHoDdbtdqtbCvLB6PB4NB6HYhXgfO04RCIZ/Px+FwTU1NKBSqurr6gQcewOPx4F0Ti8WwOY3L5YIUCzGSEokETuRAkBEKhTByBtk3WCwWhULBSgiIHOPxeI2NjS0tLXK5HEaBwcoGljjw2IFx4uWXXwbZ/dKlS/DL8k9/+tPjjz9+4sSJs2fPXrhwAeaAK9PAEAuH4NaBcO6XBsK5Fc6tMOyJEyd27dr16quvXu/unJube/755wOBAAz4xmKxUCiUyWQikciePXsOHz68ZcuWmZmZUqkEQTZDQ0OZTAYmd30+n8vl0mg0sCvM5/OBnx+stRAPBvvVg8Egg8GAPTSpVAr2lgPnDgwMjI6OyuVyoVAImyN4PF59fT0ajYbsLrDBejwev98fCARAzxWLpTKZQqvV0+nM6urahoYmOp1JodDodCaNxkCjsbW19TU1ddXVtZDOEwwGA4EAKB4ulwu2PwSDQavVqtFoFAoF7GQD/xbotjAlDNt9KBSK0+nUarWQ/ECn01ksltPpBKYmk8lCoRDccqlUSqvVgvgL3S7MFtPpdKlUSqVS1Wq1WCyGxcZisRhkZb1eL5PJgI4tFgs04729vS+88AKoQLAwCTI0Ll++fPHixZdffvndd9+9YTgC0XOXCsvLue8vHVasWPHFVz59g2UCwrkVX1FFuv3ggw9++tOfPv3008DFYNqdm5vL5XLJZDIYDI6Pj8Oa8XA4PDAwsGfPnp07d+7du3fbtm2Dg4P5fH5gYKC/vx9Gfvv7+wOBgM1mg/YQJrLglpAnABPAkI+TTqdBOfV4PO3t7fF4vKOjA3gcDtO8Xi+89Y5EImAAAOUU/AAgLPh8Pq/X29raCiMMCoVCIpHw+XwGg9HQ0NDY2AjjBjgcDhitrq6upqYGj8e73W6PxwMSh1QqdblcHR0dyWQS9r2DzQsWsikUCqVSKRKJqFQqCoVqbm5GoVDAvOBB1mq1sJWHx+PZ7XaDwcBisaCrBTXW5XLZ7XZY3g5zHEDfKBSKRCJJpVIOh6dWaxkMVmNjM5vN1euNYDGGg0H4qt3u1Gr1fX0DP/jBD99++214EkEsAqPC4ufjTr827xL81XDu+59k1c9k2MrFFZ/CEj4MhHOvjwoD2p2fn3/vvffefPNNOFiD+zlz5kwqlerq6tqyZcvGjRtB/YxEIlNTUwcPHty3b9/+/funpqYgyAbaWyDKbDYbCATsdrtIJBIIBGq12ufzfQHnwqiry+WKx+PhcDidToM/F7YF+3w+gUAAmbOJRALGK+h0ulgsdrlckUgkEAiAbywWi+l0OoFAIBaLoTnlcDgYDAb4EQCpMU1NTevWrWtubpZKpaBOeDweCPZNJBI9PT2hUAjo2Gg0wiAGaMo6nY7P56PR6Pr6erjDmpoaMpksEon0er1UKiUSiTQaTa1W22w2BoOBwWBgYYRQKHS5XD6fD3J1IRENJF3YpykUCrlcvkqlYTBY0Jur1VoohUJlMJg4HJ5KpbFa7RqNLpfLP/roibNnz4KN+nrOBVEI4dzlw/Jy7nv/M7BixYolvDeEcyuADPLr9YTz589DI3z58uWRkZG2trYtW7Y8/fTTk5OT0WgUeG1mZubRRx89evTooUOHhoaGwE4LQWIDAwP5fB5yb2GklcvlarXaSCSydevWCudWjtGAc0GvBPWgtbW1ra2tVCrBbrTh4eFAIAA7K71ebyaTgThd2I6j1+vj8XgsFvP5fMFgMJlM+v1+SCqA+EcIACMSiRgMBmxYsEWtubl59erVNTU1WCwWHAKwjhc8bf39/el0GjRip9MJCoPVagUxWqPRkMnkhoaG5uZmDAbT0tJSU1PDZDJhgRCfzycQCGw2G3YAQ2eNRqPBigAiBhaLBW0BJN2mpiYcDsdisfh8oUKhYjLZjY3NBAJJLJaqVBqNRqdQqCD2FxpetVqbSqUPHDj02muvXT/vW5nnRjh3WbG8nHt+ifDpvrWC629zw7d83pduEQjn3pCyev3M0sWLF6FpeuaZZ2AA99///d+fe+65zs5OSFRIpVLHjx8/derUqVOnDhw4kM/nwWbQ09PT09MDx2ihUAj2SPL5fA6HA5lhmzdvHhoaqoi5Fc7NZDI6nU6j0VitVp/PFwgEotEo7EYDNoedC1wuF/b3pFIpiHbk8/mw7jeZTAJZQ3yt0WhksViwwBwMXlwuF/ywdXV1LS0teDy+ubm5qqqqqqqqvr5eLBaDsAu/JKRSaUdHR09PD/wTwFCsUqngYYM+IJPJCARCXV1dc3MzmUyura2FSEmZTAbeAyKRCPuKGAxGS0tLY2MjiURSqVQgg5BIJKBdKpUKnAu+Y4jm4XL5KBQGg8FB26vV6oF5BQIRWDLUam0wGN66dfsrr7wCwkKFcxcXF+GXKMK5y4e/Ds69Hp9HoAjnLglussO93rkJo6KV8bMrV65cvHhxz549u3bteuKJJ86fP3/s2DGXywXiaaFQeOyxx06dOnX69OmdO3dms9l8Pj82NgbjZ4ODg7lcLhgMJhIJq9UKu8U0Gk06nZ6enh4aGoJcMavVCnnnLpcrk8kYDAYwooK0GolEOjo6gMf7+vr8fr9MJgPuLhQK4+PjJpPJZrOBCw0CcNva2uCsL5PJwPt3mGVgMpmQ4MVkMiEvHGgXjUa3tLSsXr0aTuRgfyXkSHC5XJvNls1mOzo6IBjMZrNB4C/Mv8Hwm1gsrqmpWbduHYlEqpyqwTmYQCCAVhficrBYbENDAw6H4/F4JpMpEolwOByY/YWtENAvo1AomF2GCQ4UCsNkstVqrU5nAIVBLJaKRBKtVq/V6l0uz8TE5M9+9rNK2Galz0U4d7mxvJx7bhmwYsWKL7j+6Ub4C77lqwHh3PK18dAbjrZhGnh2dvaVV1753ve+98QTT5w7d+78+fPr1683mUzRaDQSiUxOTv7whz88efLkI488Mj4+DrQII7/5fL6/vz+bzUYikba2NjhT4nK5KpWqs7Nzenp6eHi4wrkQuQBnVmaz2WQy6fV6t9vd1tYGC8xHRkY6Ozuz2azH44FEBZVKNTAwsHfvXnjXbzQaBQIBj8dzu93t7e0wkJZOp2HLGYSOw55KGo0GgQmNjY3V1dUNDQ1wtFVTU1NbW7t69WqY1tXpdF6vVyQSCYVCcGjAYDF05RqNBgIko9FoOp222+04HK6qqqqhoQGos6ampqmpicvlSiQSBoMBOyYEAgGRSKws2lEqlYlEQqPRAMlCnwv8W19fz2ZzBQKRTKZgMtktLWgqla5SaXQ6g05nUKk0crlSJJLodAaDwWSx2EqloWeeeebChQsVKxjCubcHy8u57y4FvkBYAFRudsN3febntw6Ec6+n3evnlGAa4p133nnhhRd++tOfgnXsN7/5TTqdNplM0IHu2rULOPfIkSPgxoVsw8I1ZLPZWCwGyTUwYaVSqXK53JYtWyqcC8asCufCRdgy2dHRAYt5NmzY0NHRkclkILCRxWKJRKJ8Pj8zM9PX1wcxNzqdjsFgwDwbRHlFo1FYpwa731ksFmi4sP8Rjrzq6uoqV9atW7dmzRpwdIHCAIoEbOeNxWIQPgn5k3DaFolE2tvbo9EoUCe4dPF4PAaDqaurA9oVi8UkEonJZEKUBAaDAeWXw+FA6AQej29qagI9F4fDwT43CoXGYnEUChWfL2xpQZNIFKVSrVZr9XqjSqVRqTQikUSvN1osNqPR3Nvb/+STT77//vsVzoUzNFAYEM5dPvwVcO4N+DwCvYFkEc79argZtq14xRYXF+EEprJu/eLFiy+++OIvfvGLP/7xj7AA7YUXXoCFvn6/v7W1df/+/T/84Q9PnTp18ODBVCo1NDQ0NjYGjgVYSw6cGwqFOBwOk8kUiURqtbpQKOzYsWNkZOTTnNvZ2QlLHyCjIJvN9vT0FAqFrVu3dnZ2ptNpCKWlUql0Oj2ZTG7fvn3v3r0wtuv1eoGLYYohFAp5vV5I2/H5fDqdjslkrly5Eo1Gw+ZdLBYLLjGQUOVyeVVVFcwgUCgUs9ms1WpVKhWXy2WxWFarFdpnk8kEgw82mw0cadFoNJPJxGIxLpf7ne98BybHmExmQ0PD/fffD7ssGQwGLO9hMBgQJFZdXU0ikfx+fyQSIRKJkKIL+31JJNK6devweCKNxlAoVCKRpKUFTSCQ5HKlUqk2Gs0g6YrFUoPBZLc7DQZTodD7gx/84Pz585XMRuBc5AxtubG8nPvOUmPFihWVj5/5pc+8zWfe/isD4dxPA2h3bm7u7bff/tOf/vSnP/3p4sWL8DP8+OOPK5VKONkvFov79+8/ffr06dOnd+zYUSgUJicnYXNBsVgEnaG9vR2icGDpJB6PNxqN4+Pj27ZtGxsbi0ajsM3MbrfDdobOzs7KAIXRaIzH4zt37uzv79+8eXM2m+3q6oIzK4VCwefzbTbb9u3bjx8/PjU1BS2nSqUCIgsEAk6nMxKJRCKRrq6uZDLZ2tpqMpnuueeef/7nf+bz+bBNp6GhYfXq1eDSBf9DdXX1qlWraDQapIgBU4vFYplMplQqs9msw+FQqVSQ+QDmChiAzmaz4XCYTCZ//etfJxKJYEXA4/Hf+ta3JBIJOHBB1iCTyfBXEwgEgUCQTqcVCkV9fT0QLigPtbW1jY3NJBJFLlfK5UoymUokkmG3m1qthVVDcrlSq9XD5319A8ePH4cgsfK1OZfytTCNz8Sdfm3eJVhezn17SbFixYrP/Pz6K5XrX3zjWwHCuZ/HuVevXj137hxM61UOxB977DG9Xg9rdfr6+g4dOvSDH/zg5MmT69evz+Vyk5OTo6Ojg4ODwLmlUqmrq6vCuWq1GhION2/evG3btvXr1ycSCWgYwaILSxu9Xq/FYoE9uK2trVu3bh0ZGZmcnIR1apCHoFAoeDye0WgslUonTpzYvXt3MpkMBAISiYTL5XZ3d0OyIgy2dXZ2JpPJaDQaCoWoVOo//dM/oVAo8GY1NTU9+OCDNTU1KBQKRsVQKNS6deuoVCrklxsMBrlcTiKRhEKhzWYDKwWkH0DyL5iC29raMplMNBo1mUwrV65ctWoVeBhIJNLq1avr6uogHhfacyqVCmY1eBiRSMRgMGAwGDQaDZx7zcrWhMcTJRKZXK6kUukkEkUkkmg0OlAYYIcbnKEZjeaBgcHvfe97r732Wvm6EHqEc28D/mo49/NI9jP/CNrCF3zvrQDh3C/g3A8//HB2dhYO0+D66dOnYR+ty+UaHBx8+OGHH3/88WPHjuXz+Y6OjvXr109MTIA/N5/Pj4yMFAqFSCQCi8UUCgWXy00kEtu3b9+4cePGjRtBKwCjq9VqhTUKgUDAYDBoNBqdTme1WtevXz81NQWraLq6urxeLyxxEIlEsHX86NGjR48eLZVKgUCAz+fL5fLp6elDhw5Bypff7+/o6EgkEvF4vLu72+fzrVy58r777oNkcTQavWrVqlWrVsEZl1KppNPpcKoGI3N6vd5isTQ2NtJoNL/fr9FoIpGI1WrVXYPZbIYTtng8HolEOjs7WSzWN7/5zdWrV8NqdAKB8PWvf72mpgYWrcO6XxBwQcew2Wxut5tOpzc3N8POCBhsq69vRKOxfL5QLlcymWyIiVAq1QqFCkxjMNOs0xnMZuvQ0Mi+fft+85vfLFxD+ZpYhHDusmJ5OfdPSwEg0L/4pc+8TeWcbUkeCQDh3M/j3Lm5OQhhuD539dSpU16vF9Y+jo+PP/rooz/60Y8efvjhWCyWTCbXr1+/YcOG4eFhOECbmJiAZb0Wi4XD4YDHK51O79q1a8OGDdu2bevu7nY6ncC5EBMeCoUikQi0kJDn0t/fv3Xr1mw2u2XLlkwm43K5gHMVCoXdbo9EIvv27Tt27NimTZsgrEsmk23duvWFF16AmWMwEcM5Xnd3dyaT4XK53/72t5uamthsNoFAqK+vX7lyJSy8USqVAoEAKI/NZiuVSrVabbFYYJYB8g08Hk8gEABjQ8VfkU6nYWquUCi43e6VK1d++9vfrq+vx+FwHA7nG9/4xurVq2F5JQaDwePxOBwOZoUbGxulUmkoFJJIJPDV5uZmsK/V1zc2NDQxGCxw6dJoDD5fKJMpQMyFPlenM8Ax2sjI2I4dO371q1/BHBrCubcNy8u5b92NQDj38zgXlvtez7kLCwvHjx+H9/6BQGDTpk0nT5780Y9+dPjwYWhRJycnp6amhoeH8/l8sVicnJwcHBwEtyyIsBwOp6ura//+/dPT0zt37iwWi36/H8Z/XS4XzOxGo1GtVgv2WJVK1dHRsXv37kKhsH379s7OTrCFwYJej8cTi8V27tx5+PDhmZmZ0dFRk8nE4XAGBgZefvnl3bt3Q+BkLBYDl0UymYSJCQgafB6eGgAAIABJREFUx+PxMG67Zs2a5uZmCJeRyWRwokWlUuVyuVKpVCqVYrF43bp1bDY7FApptdpoNAoDaVarVavVgikYaDeTyaTTaQ6H861vfev++++vrq6m0WhVVVUQ9giNLRqNRqPRwLl1dXVUKjUYDGq1WnCMQVAZBoNpamqprq4lEskymQJyKXk8gUymAJ41GExKpRo+sdkcY2MTW7dufemll4BzgWornyCcu3xAOPdLA+Hcz+Pcytl3ZQflpUuX9u/fD/t4YrHY7t27v//97z/xxBMHDhywWCyJRGLDhg1TU1NDQ0M9PT29vb2Tk5P9/f3JZDIcDkM6DJPJ7O7unpmZGRsb27lzZ6lUgoBaeH8NamkwGITNu6AwRCKRvXv3wu17e3thbaVardZqtS6XK5lMPvTQQwcOHDh27Ni+ffvi8TibzY7FYi+88MJjjz3W0dEBGbihUKjCvF1dXUwmc926dfX19bD2vLa2du3atSQSicfjyeVyJpPZ2NhIJBLh9wSIGHV1dQ0NDaFQSKlUwuNUqVRGo1GlUikUCq/XC6sxotFoZ2en2+2uqqr69re/fd9990GkzgMPPAACLhArbIWor6+vrq5GoVAw3kalUuE0D5JuUChMVdU6NBorlcplMgWHwwOdAXjWZLKoVBqTyWKx2Fwuz+Tk1LZt2371q1/BE1fxn1xv/kM4dzmwvJx79m4Ewrmfx7kVtoUfYDhS27BhAxi8MpnMoUOHTp48efr06T179mi12mQyOTU1NTU1VSqVcrlcb2/v+vXrYTcabPwViUQsFqtYLO7btw/61pGRkUQiYbfbYQgtEAi0trYGg0EgXL1eD+d1sH5i06ZNIyMjwWAQ8mX0er3dbu/u7t6xY8fMzMyJEyceeeSRwcFBjUYTCASefPLJF198cXh4OJVKQfBNLBYLBAKhUAgC1HE4HNizwBVbVVWFRqNJJJJYLObxeOAeE4lEEHoLC9LXrVunUCjMZrNGowkGgzAZAY0wJKzDQuJMJpNIJPh8/gMPPHDvvfeuWrUKi8U++OCDtbW1KBQKptRaWlqAXtetW1dXVweqMZ/Ph86XQCA0NTXhcITVq6uamlpgUTxkAUPYgl5vNJksGo3OYrE5HK5AILhly7adO3e+8sor8AxWOHcR2bW+zEA490sD4dwv4NzrP16+fPmPf/xjX18fKLC5XO7YsWMnTpw4ceLEQw89pFQqU6nU9PT0hg0bBgYGcrlcX1/fxMRELpdrb2+PRCJAXiKRaHR09ODBg93d3WAXS6VSEFsOi3thkMFms5nNZmBelUq1fv36ycnJ8fHxsbGxcDis0+lgd4Pdbu/t7d2yZcuePXuOHz9+8uTJLVu2gDpx6tSp119/fevWrYVCIZFIQPIkZN/A9kYejwcbycBLUFtbCzk1XC6Xx+M1NDTAOINIJFKpVLDut6amBo1GBwIBLpfb2trq8XhUKhWsZNdqtTBqHIlE0ul0KpXyer11dXUPPvjg/fff39jYuHr16lWrVjU1NREIBJiYQKPRzc3NtbW11dXVcrncYrFIpdLGxkZIJmtoaCASyatXVzU0NEkkMpVKIxCIRCJJRcw1Gs0ajc5mc3g8vkgk9tBDu3fv3v3b3/4WnsHrVV2Ec5cVyD60r4Llez7uOL4a5wIqYm5livTMmTP5fN7tdgcCgcHBwWPHjh0/fvz06dP5fN5ms8GEwuTkZLFYhLUO+Xw+nU6D/Qv0WalUOjk5uX//fjgTGx8fz+fzsNnB7/f7fL54PJ5MJl0uV+UYzWw2t7e3b9myZXJysre3NxKJwNAtbKbp6ek5efLk1NTU6dOnjxw5cuTIkUgkMjQ0dObMmXPnzj311FP5fH56ejocDsOQG9Cu1+t1u916vZ7NZoOjC/IYMRgMzG5U1AbYCMlmszkcDoQxslgs2AWZTCZBW4Atky6Xq729PZFIRKNRmJJgs9n33ntvVVXVgw8+uHr16tra2vr6ekjVIZFIOByusbER+lwOh6PRaEQiEfgZYAcw5JzBOndYPSkWi7VaLUgucIQIy9tHRka2bt26f//+d999FxShyukZtLoAYOH5a7jTr827BMjeXwSfwK1wbiUMEMj3/PnzR48e7e7uhjGHoaEh4LhHHnmkq6sL1Ibt27dPTExAVDmMosGZks/nM5lMJpNJLpePj4/v2bMnl8vt3bt3w4YNxWIxHo+3XgNM68I7dzAGGI3GcDi8YcOG6enpUqkUj8chPtzhcPj9/lwud/LkyQMHDhw5cuThhx8+cuTIyMjI0NDQM8888+abb7711lvDw8OgBTudTghZh/k0YHmz2czn84F2USgUDodjs9lsNruxsXHVqlUtLS0sFovL5TIYDCaTCXkIFApFJpMZDAY4/QMGhP1p4XA4lUpBQERXV5dWq62trb3//vvvu+++lStX3n///UCjlTDJ2tra2trauro6FosFWyFAVQADQ11dHQaDqaqqolKplSBgsAbD+nfwe4RCofHx8enp6QMHDtwM51Zo906/Nu8SIJyL4BO4dc6dnZ0Fzn311Vd37NjR29s7MTEBOY0zMzN79+7dv39/Mpk0mUxdXV1bt26FUDHwLQwMDHR0dKTT6UAgADm5arV6eHh427ZtPT093//+97dv397f35/L5SKRCLjEIL4AUmMg6htyD4aHhzdv3jw6Otre3g7sDIkK2Wz22LFjTz755K5duw4ePHjo0KEjR44MDg4+88wzb7zxxpUrVw4fPpzNZh9//HFYeZlIJIBz3W43HKmp1WoajQZLHCDcC6LNV65cWVNTQ6PRYEckbC0Dvy2TyYTfB263GyJ04bQNmv1EIgGmtGAwyGKx7r333nvvvXflypX33HPP6tWrIZIcj8ejUKjGxkbYUkGn02GZBYxpgHWhqakJjUavWbOGQCBoNBqIRtNqtWaz2Ww2q9VqCFSLxWKTk5Pr168/cODAuXPnytfmfT/NuTfQ7p1+bd4lQDgXwSdwK5wLVHv58mVwL7z44ovT09ObNm3av39/qVTq6+vbtWvXjh07duzYEQ6HjUZjV1cXmBZyuRzouUNDQ+3t7e3t7fDWHhSG/v7+DRs2FAqFZ5999siRI7CMEobEYrEYzHT19PS43W7Y4gM7HHt7ezdu3DgxMdHV1QW9amtrazgc7uzs3Lt373PPPbdv374dO3YcOHDg5MmTAwMDjz/++Pnz599+++2XXnopmUzu2rXrscce83g8wWAQNlzA2rRYLOZwOECuhTU5BAKBxWKRyeSqqqq1a9cC50IgGYVCgdRzPB4vlUo1Gk1ra6vP54NsXLFYrFQqW1tbIXwSDAwWi2XVqlXf/e53V65cee+99z7wwAPQ6oKODAvQamtr4exOKpXCZAQ4HFAoVEtLy5o1a1AoFOy5gK1oZrMZAn1ARw4Gg5OTkxs2bDh48OD58+fL1w7QKpwLz+anafdOvzbvEiCci+ATuHXOhWibcrn89NNPww/2D3/4w7GxsXw+v23bNtjT4/f7jUZjOp0eHh7u6+uDYATYsg47HGG6DHK5CoXC0NBQb2/vSy+99NRTTw0NDQ0PD0OfG4vFYHghn8/7/X7IsTWZTAaDobu7e2xsbGJiolAoxONxSJKMxWKdnZ1btmx59tlnH3/88W3btkGfOzo6+r3vfe+jjz764x//+Oabb8KGi5/97GebNm0ym82BQCCRSEQiEb/fH41G4/G4xWLhcv9/9t4zKKo93R627v/D1MzcqZp7aurOOeMZs4KIiCCIEhQlCChJJMcGiZIk55yzJEGS5CQ5IygiSSRLzqmhA9BNN93k/X54yl2N6ZgY72v1KotqO+7u3r32s5/fetYSl5SUBG4VERERExPj4OAAj7Hr16+D3y5MAAsLC3NzcwsKCoLZmJGREcxuyMjI3Lp1S0ND4969e3Z2dsbGxi4uLhYWFtzc3NBeOHTo0IkTJ86ePQtujby8vLBixsbGxsvLe+PGDZgZASsGyA2CIHfIoISlPDU1NXV1ddCWQTsCg8GEh4fHxcXl5OQsLS0hDGoTRs59n3Z/9L75k4DJuUzswbdwLvxowWmBTCZXVlY+fPiwvLy8t7f34cOH7u7uDx8+jI6ODg8PB8WujY2Np6cnnFbb2tp6e3uHhYXBfBpMgjk7O5uamrq5uXl6evr4+PT39w8MDISFhQUFBQHVmpubW1lZgV+MqakpqME0NTXhyaGtERAQ4ODgYG1tbWVlZWNj4+LiEh0d/ezZs4GBgdzc3Nzc3LS0tPj4+NTUVCwWSyaTp6amqqur7927V1BQ8Pr1a0NDQ6h2IUQdxAZmZmaQbQ5TG6gdD9rSvXr1Kh8f3+XLl8FjDEwgFRQU9PT09PX11dXVodSVlpaWkZExNjaGyQsQMIiKih45cuTgwYPQzwV/9NOnTx89evTYsWOQT3Hu3Lnr16/LyclJSkpCq5eHhwclZXZ29hs3bty5cwc8H0BXB0o1SUlJVVXV4OBgGAwBzn1H58f4nTJ9xb47mJzLxB58C+fC+C/8aLFYLCxVNTc3r6ysZGdne3l5xcTEREREBAYGAjPa2Ng4OTlZW1tDo8DDw+PBgwdWVlbg/2Jvb+/j42NrawtVsK+vb3d3Nx6Phy4t0BOkn8FZuaWlpZaWlrq6OpxKg1VNeHh4RESEu7s7yCEcHR3BzKy8vByLxTY2NmZmZkIaZlxcXGtrK4lEmp2dHR4eDgoK8vLy6u7uTkpKsrW1NTQ0BJbX09ODklxTUxNapWhnVlxcnIWF5cyZM9euXUObudDtFRAQOHHixM2bN5WUlEA5d/v2bdCN3bhxA3qsEBRvbW2tqKh44sSJY8eOodmXEA8M6jEAGxubkJCQvLw8RFJycnKCefm5c+c4ODhOnz59/fp1BQUFSUlJCA3CYDCqqqpqamqwmufv75+QkJCXl7e8vPxpzmWk3R+8a/4sYHIuE3vwLZy7vb1Np9NBVD87O1tVVVVVVTUwMIAgSHl5uZ+fX3R0dEhICBCWlpaWra0ttG7B5cDV1TUqKgrWlJycnJycnAIDAyHrwcHBwdfX99WrV3Q6PSkpKTw83NXV1cnJycjIyNra+v79+/b29tbW1rq6utC+1NXV1dfXt7GxCQ8Pj4mJ8fHxcXZ2hqfy8fEJCwsrKCjA4XADAwMpKSlZWVn5+fmRkZGFhYVjY2Orq6vT09O5ubnm5ubl5eVDQ0ORkZFmZmbW1tZ2dnZ6enoeHh5JSUmenp6QLAkTbsbGxrdv32ZnZz99+jQsoIGGDGbVREVFT506JSoqeuvWLRBsgdOjsrIyqL7u3bvn7OwM7RQdHR02NjZ2dnYJCYlLly6BSzqY3XBxcQEds7Cw8PPzy8vLy8jIXLp0CUbXoMkA7YWrV6+CFwTo5CAfCKx2NDQ0fH194+LimJz7Q8DkXCb24Fs4F0EQKpUKFwYHB4uKipqamshkMoIgra2tkZGRYGHj5eWFwWB0dHScnJxg+gByw7y8vJKTk6GodHR0tLOzc3V19fT0dHBwcHd39/Lyevr06c7OztOnTyFKHe0tODg4mJiYgKpXRUVFT09PS0vLwMDA1tY2JCQkNTU1JibG0dHR0dERct0hRWJoaGh2dvbFixfx8fG5ublwro3H47FY7Nzc3Pz8vJ+fn42NDY1Gq62thaYzdBUMDQ2Tk5MzMjL09fU1NDQMDAyAcy0tLS9evHj69GlBQcFr165BtQtZD8LCwjw8PKysrDo6Ordv34bWKqgXYHoYhpIhKg08wyBvjYWF5dChQwICAuzs7Nzc3BcvXmRjYzt27BgrK+vFixclJCSkpaVBQcHLywuOupycnKdOnRIREVFQULh16xZYxWMwGBCBKCsrKygoBAYGxsbG5uTkoHlosOwJHfmP4Ufvmz8J9pFzueOQn/Xf/n0fPxzfyLnoMlpXV1dFRUVvby8IyJqbm0NCQkJDQ/38/Nzd3UEHZm9vb2lpCTE5Wlpanp6eycnJ0ASA9BpwMXd0dHRzc3NxcSksLNza2mpubn7w4MGDBw+cnZ0hJh3UYI6OjqamptC71NHRgSapv7//48eP09PTXVxcXFxcvL29PT09nZycQkNDp6amsFjs8+fPoaWbnZ2dl5c3Nja2sbGxtra2vb399OlTOzu7wsLCmZmZ3Nxc6DJbWVndu3fPw8MDRuPAFxiUv87OzsrKyidOnBAQEBAWFoZqV1hYGHLdBQUFDx06dPPmTShvFRUVFRQUpKWlIfRMVVX1/v37VlZWVlZWGAyGj4/v7NmzYPhraGgIJr9HjhxhZWXl4uKCEeEzZ87cuHFDUVERjWTn5OSElu6pU6euXr0qJycnLS0NgZ56enoQy6atra2iohIYGBgfH5+dnc3k3P889pdz92+7fyB+1vcF+EbOBRCJxFevXrW0tCwsLCAIsrOz09TU5OvrGxwcHBAQ4OzsDKm94KsA8enq6uoeHh4pKSmOjo7Ozs4gEvDw8PDx8XFwcHBxcbG0tIyKitra2pqdnU1NTQ0JCXF0dAQ3HGtraxMTEycnJzs7OwMDAz09PV1dXVNTU9CQJSYmlpWVeXp6urm5QbQ7+KMPDg4iCILFYjs7OxMSEnJzc9PT0588edLd3d3Q0NDW1lZfX29gYCArK/v48eOcnBxQU8CEhZ6eXmVlZV1dnaenJyxSKSkp2dnZeXp6CgoKQgo6qLtAySsmJiYmJgbRZ7B6BlZnkpKS8FdeXh5Cd8zMzEDAa2ZmhsPhdnZ2FhYWent7MzIyLCwsjh8/Dg5nv/3225EjR65evQrTaOBcDv1f4Fx+fv6bN2/KyMiAEA0MLfX09GBgz9vb++HDh1lZWWtra4yNBdT4mMm5+4f95dyVnxFMzv0YUHsUHA7X19c3NTUFRS6kooHkKygoyN7eHixa4DwdgtNVVVXd3NxSUlIgJwKkYBDAbm9vD7KEgICA9fV1KpVaWFgYGhoKggcrKytLS0vgXC8vLysrq7t378L8Asx3xcbGQjvCw8MD0tL8/Pzs7OyKi4t3dnYWFxfr6+tDQkIyMjLi4uICAwMzMjJyc3Orq6sHBgYyMjI0NTV9fX37+vrKy8tBX2Fqaqqqqpqenr66ulpTU2Nubq6trQ2zvMHBwRgMBlbPoMgFiIqKSkhIgB8jDNdpaWnBGhf8vXnzpo6ODkwz6+np3b9/Pzs7Gz5MMpkMo30zMzPGxsYnTpzg4OAAMRk3N7ekpKS0tDTkBoHCgYuLi5WVlYeHR0xMTEZGBhXSaWlpWVhYgL+7q6trbGxsRkYGlUplcu5/GEzO/WIwOfdjQKWdJBJpYWEBTlQhR3ZoaMjX1zcgICAoKMja2lpVVVVLS8vIyAjqL1VVVWVlZVdX15SUFChpIR3Hzs4O1ALOzs4WFhYBAQEEAmFjY6O5uTkrKwtmzMD3C1UpoG4MwLlWVlYRERGVlZWRkZHe3t4gO3N1dXV1dfXw8Hj58mVNTU1iYiIIdXNyclJSUsrLy6empubm5lZWVubm5vz8/AICAhYXF6enp9G0tHv37rm5uREIhLm5ubCwsPv37xsYGNy+fdvGxsbe3l5KSgoGf69duyYiIiIsLHzt2jVxcXEYV1NRUZGVlQWzMWlpaXl5eUlJSTExMRUVFdRY5+7du4GBgampqfHx8a2trdB4RRDkzZs36DLa0aNH2djYIBNIREQEjM1gFI2dnR2CKqSlpc3Nzf38/KA89/LysrW11dPTc3V1jYmJSU9Pp1AojEtnTM79D2B/OXf5C3HgwIEvfcj7z/CJJ3n/pq94RSbnfoJzURdHtDMIZIHD4UJDQ319ff38/CwtLdXV1aHxCg5hYAHj6uqanJzs7Ox8//59Dw8PCwsLsFOAk26YaOjs7EQQhEAgNDY2hoWFWVhYgGgMeDkxMTEiIuLevXsmJiYwMWFlZRUeHg4O5VDqgqWDl5fX3bt3Hz161Nzc3NfXNz4+XlZWVlhYWFhYWF9fv76+vrKyMj09TSKR0tPT9fX1q6qqlpeXAwIC9PX17ezsHBwcjIyMXr58SaVSCwoKwJIRalXIfZCRkQHOBacb6DCIi4sLCAiAr/mdO3fu3LmjoKAgKyt7584dMTExKSkp8DK3srJSV1fX1dVNSEiA/kxubm5tbe3a2hqCIHp6egcPHvz9998PHz4M63UwdgELaJASxM3NDVa/UlJSJiYm3t7e0MaBqT9HR0cPD4+goKDU1NTV1dV3OJfp5bjf+P8H5x74ON65wzsPWd7LwkzO/UN8C+ciDENoKNBVtZiYGHAOg5UuUNGiIwxwwpucnOzk5IQGkTk6OsbGxkKaurm5uZqaWkJCwtjYGIVCmZiYSE5Otra29vHxcXFxsbGxcXV1hUIVnLpg3tfGxiYyMjIpKammpiYiIsLHxwcS3V1cXO7duxcfH4/H44FxmpqaUlJSkpKSSktLp6enJyYmxsfH19fXR0dHnZ2dIyIiVldXe3t74fQcVroiIyNXVla6urr8/f0tLS0h/t3c3Nzb21tTUxNSe8XFxUVFRYWFha9fvy4sLHzjxg0ZGRlNTU3IBFJVVQWzXRkZGbBHAE6HUr2mpgZBEDqdvri4mJubOzc3hyDIs2fPzp8/f+jQoV9//RVUusLCwuDGADY3MGoMnmfi4uL6+vqenp5gYAa1fFJSUmhoqKen5+PHj8lkMuP4GZNz/wPYX85d+kIcOHDgE//9wysZ/75/AeVlxsuMV34mmJz7CdBoNFTgub6+DmUv/IzBp8bFxcXY2FhTU1NNTQ3ie7W0tKCl6+rqmpSU5OjoCGbexsbGcXFxr1+/fvTokYmJiY2NDXhixcXFDQ0N0en05uZmGGPz8vICPVlxcXFOTg5odUH2a2dnFxMTExsb++rVq9jYWD8/P29vb39/f1tbWy8vr8TExJGRkdHR0ZGRkeHh4dzc3MePH9fU1HR1dbW1tXV1dY2Ojg4PD2dkZNy9e/fFixd4PB76GOBkpq+vPz09TSQSMzIyPD09LS0t1dTUxMXF4+PjjYyMhIWFhYSEoKVw/fp1MIEEF0cTExMJCQkYzJWSkhIXF1dUVMRgMHfu3IGuq4GBgYmJyYsXLxAEgaNCf39/c3Mz+HvJy8uzsLD88ssvp0+fFhAQgJAIISEh4NwrV64ICgpycHBcuHBBVFQUg8EEBASA8KO+vr61tbWhoeHx48deXl6PHz8mkUigWGBy7n8M+8u5xM8AynroZfR6xvv84eVP/PeDz/n+fz8TTM79OmRkZPj7+7u4uEBkJCz3g9BKUVFRXV3d3d0dMiOsra1dXFzu3r0bHBw8MzPT1NRka2sL7d3s7OzS0lLgYjwen5qaChpeX1/fwMDArKys+vr6sLAwDAYD0iszM7OQkJCcnJyXL19WVFT4+vrCWJqrqytIx5qbm5eWljo7Ozs7O0tLS9PS0srKysrLy6uqqurq6goKCmpra6uqqpSVla2srFpaWrKzsyGcwt7eXkNDIzk5eWVlBYvFRkdHg8+Zrq6ui4uLvb391atXhYWFb968efXqVVlZWWFhYZiPgLh1dXV1aWlpKSkpOTk5OTk5WVlZIyMjOTk5RUVFAwMDBwcHHR2dtLQ0WISEE6zW1talpSUEQTw9Pf/xj3+AdIyPj09YWBhNRePg4AB+P3XqFDs7u5ycnJqamoeHBwyV9Pf3j42NTU9P9/X1hYaGxsTEjI2NoUZiRCIRiJXJufuKH8+5jPTHSL4fvAPxI5z7ft36/rO9/8xMzn0f+8G2UDrl5ub6+PjAHITGW8BwhKKiooaGBnCun5+fgYEBJPQ4OzuXlpY+efIEnB4dHBzGxsZwOFxaWlpaWtrc3Byc7MfGxoL8q7i4uLOzMzIy0s7ODuIjTUxMwsLCqqqqWltbX758mZWVFRkZGRAQAKMZoPmdmJhobW2tqqqqqamJi4vLz8+PjY01MzPz9/fPzMwElk9NTc3KympoaHjx4kVCQgLkO4DPA3R1m5qaPD09DQ0NdXR0HBwcnJ2dRUREhISEbt26de3aNQkJicuXL1+5cuXGjRvKysrQxQaPGwgklpCQUFZWvnv3rqqqqra2tr6+voGBgY2NDeQ40On05eXllpYWIpG4vb0dHR0NyWksLCxgOQaBaTCHJiIiIikpycHBcf78eVlZWRUVFTjGhIeHY7FYCoWysbFBIBByc3MjIiJev36NJkSsrq4iDFMtTM7dJ+wv5xI+GwcOHHjn7wfv8MEL6H/feZL3L7xz6zv4zE1lcu7XcW5JSYm7uzvM++rq6qqqqqqrq0NjQUlJSVNT093d/cGDBzCna29vb2VlFRwcnJ2dHRwcfPfuXQMDg/v37/f29u7u7s7OzpaWlnZ1dS0tLcXFxQUEBISHh/v4+KSnp09NTWVmZrq5uQHnGhkZ+fj4VFVVvXz5srW1tbW19fHjx+Hh4ZGRkTExMb6+vomJiQMDA+Pj421tbU+fPo2Pj3/8+HFubm5NTQ0ej9/c3MThcDQajUgkDg8Pj46OQuH55s2b5ORkX19fCwuLlJQUmF7Lz8/38fGxs7ODxgXIZiEtDZQMV69eFRUVVVBQgI4KGOBCPBrkB6NnANra2iCkS0lJGRwcBM+gJ0+evHnzBj7JY8eO/f7776dOneLl5YWuAmjFODk5RUREpKWlIUUN/HMdHBxA1EEkEuEb2djYaGhoiIiIqKio2NzcBNqFtwZ/mZy7f9hfzsV/Ng4cOPDO30/f8xMPf/+e6K0o/vBVPgEm534d59bV1cH6Pkz3guWKhoaGpqYm5JW5ublB9I6Hh4e+vr6hoWF0dHR1dXVZWdmjR4/AGcfX17e9vR1BkPn5+Y6OjtHR0cbGRlNT04SEBGjXzszMtLW1eXh4gFGOlZWVnZ3dkydPWltbm5qa+vr6Ghoa4uPj4+LikpOTwQGnra2NTCZjsVg8Ho/FYtvb21+8eNHf319XV5eQkFBQUFBcXAxDE+D6GBcXV1xcnJKSAs8AC3QNDQ2VlZWaxAu+AAAgAElEQVQpKSmgiwgLC9PU1AT/XDAek5KSghEJaWlpHR0diF6XlpaG2DfIpoRhYgwGA5kU1tbWrq6ueXl54+PjAwMD0dHRL1++RBCkvb2djY0NOBdcIvn4+CCP/dy5c/ASwsLCly9flpSUhGENe3t7f3//2dlZ6N5ubW319PQ8evQoMzMTbbt/mnCZnPu98H+Cc98hx3cI8YM16fsE+sFrGC+8/xLvPITJuaT95NzOzk5nZ2cjIyNI1oFlNHB3VVFRwWAwrq6ugYGBoM8FLwWY683IyCguLg4NDQ0JCcFgMJ6eng0NDT09PeXl5eXl5WQyOTAw0N/f/+HDhx4eHu3t7UQiMS0tzcnJCdzI7OzscnNzx8bG2tra2tvbJyYmKisrExMTHzx4EBISEhwcXFtbi8fjJyYmxsbGamtrga/t7e1FRUVPnjwJDmHs7OzgEHb48OF//etfgoKCYEQLujRNTU3Yfl9fX1BNBAYGmpmZSUpKioiIANWKiYlduXJFQEBAQkJCW1vb0NBQTU0N5AoSEhLQZIAYC4iR19TUvHfvnre3d1ZW1pMnTyBtvrm5eWNjY2ho6Ny5c4cOHTp16hQHBwc/Pz8/Pz8MXHBwcICduZiYGD8/v7i4uJqamouLi7Ozs6en58jICJ1Ohy8Fh8MVFRWlpqaiYxEIU5/7H8H+ci7u83DgwIGPXfjEnd+/Ev37/gXGe77/DJ94uffB5NwvBfyk5+bmAgICIL3cxMQEpiHU3kJXVxelSDs7OxcXF1dXVxUVFQ4ODh4enps3bwJ9REZGlpWVBQUFxcfHt7W11dTU1NbWtra2WllZeXl5PXjwIC8vb2NjY2JiIjo62tXVNSwszNPTMy8vD4fD9ff319fXj4yMjIyMFBYWhoSEhISExMbG1tfXT09Pt7S05OfnGxoaCgoKQvgCCwsLJyfnwYMH2dnZ+fn5oXMK6i7IhQSXmZs3bwoJCfHz80tISEBzVlVVFZRqSkpKIFq4cePGrVu3REVF+fn5RUREtLS0TExMtLW1FRQUwBvs+vXr8vLy4eHhFRUVcBO4o7m5uaWnp4PDr6ura1FR0erqan9/PwcHB8wBnz59GkaNubm5ubm5z507JygoKCcnJyMjA6oJDAbj4uICR6C+vr61tTU4BG5vb7969QqNoYRvilnn/gewv5y7+Bk4cODAH17+2P0Zr2TEO/eEC+/fil7/OduJgsm5Xwq0UZiYmGhlZWVsbGxsbGxoaMhY6kLILuScQzfWzc3NwcEBvF1OnjzJw8MjJCSkoKDg4eFRWlra0dFRUVERFRX18OHDrq6uiIgIGxsbiAJaXl5GEAQEDJGRkVFRUXl5eTMzMwsLC42NjS0tLQQCoaenJyMjIzo6OiYmpri4GNjnxo0bCgoKYMElKipqYmKSl5cXFRXFycmJpjlAGryysrK8vLympqapqamDgwM4/BobG0P6A4SnmZqaamlpQfo6OEzKysrCQLC6uvq9e/f09PTgvcP4r7S0dE5OTk9Pj7e3t66uLjiWWVpaRkREgOGDnZ1dYGDg0NBQW1vbmTNnWFlZz5w5c/LkycuXL1+7do2TkxPCKK9fvw5PCwPHIJizt7d3cHDo6emh0WjQXkAQZHJyMj8/f2JiAuR96PVMzt1X/GDOfYfvPv3fP7zyHQ59/8IHX4LJuYzYD85Fz2fz8/OhvQAGgyDLha7u3bt3HRwc3NzcwB8AhmgdHR2NjIzAOgvW/SUkJFhYWLi4uNzd3fv7+0dGRpydndPT01taWuzs7Pz8/KKioiYmJhAEGRsby87OhpZlfn7+4ODg5uYmdGnxePzS0tKLFy/i4uLc3d2DgoJg5lhJSSkxMTEhIcHZ2dnPz6+9vX1nZ2d0dBSsF+/duxcSEpKYmBgXF3f//n1+fn5JSUkMBuPu7p6WllZXV1dcXBwWFubs7BwdHQ3uaHp6eteuXYOwBgwGo6ysDCtpKioqkImpo6Ojp6cH/VwxMbGMjIympqaYmBhDQ0NFRcW7d+/a2tr6+/sHBQXl5ub6+/u7urpmZ2c/e/aMlZUVMoCPHTsGgWwcHByQFiEhIQFpFGDjYG5ubmNjA8to/f39m5ubEOSxtbWFw+GKiorgSvRrYupz9xv7y7kLnw20CP2ce37i4eiTvH/h0w///E1lcu6XAi2gXr16df/+fTMzMx0dHWhoQhitlpaWnp6em5tbUFCQjY0N+IsbGRkFBgZmZ2cXFRW5urqam5traWnJyMiwsrJCOKOoqCh4b/v4+ExMTERFRYWGhgYHB3d1dW1sbCwtLT19+jQtLa2goKC6urqxsRE4paampqmpCeSoMBDs5eXl6ekZFRVVXV3d09MzPT1NIBDW1taoVOrS0tLy8nJQUJCRkRG4pEdERFRXV4eGhurq6srIyOjr6wcFBRUWFjY3N7e3tzc3Nz979qy6utrHxwcqd11d3WvXrqmpqYG/hICAgKioqJaWFiwSWltbe3h4aGhoCAsLgwQYcoOsrKxgXREigkpLS6GUhohiY2Njbm5uCEw7ffo0JyfnzZs3z507B3bpt2/f1tXVvXv3LkxbGBoauru7379/39XVdWZmZmNjA74OCoVCp9M7Ozvr6+vh2wE6/sT3+KP3zZ8E+8u52J8RTM79UqBLNF1dXeC+qKura2hoCLFg6urq6urqOjo67u7ukEHp4OAAweNpaWl4PJ5Go1VWVrq6ut67d09XV/fGjRtnz54F8f+dO3dUVFRsbW17enpaWloeP34cGhoKTc/Nzc3e3t6SkpLCwsKqqqrm5mYSibS9vd3T01NfX7+4uEij0V6/fv3w4cPAwMD09PSXL1/CKTadTsfhcIuLiwQCYWVlZXNzMycnx9HRMSIiIjk5OTs7u66urqSkpK6urrS09OnTp8+fPy8vL8/IyEhKSsrOzi4rKwPyDQwMvHv3LtTykNRgZGR0/fp1MTExIyMjmDRzdHSMiYkxNze/deuWvLy8vr6+l5dXb2/vgwcPbt++LSsra2pqGhMT09fX9/TpU319/YKCgsrKSkNDQy4uLn5+/suXL0PwpZCQEHgsSElJQaNGV1dXSkpKTExMW1sb3NT8/f1HR0fRNgKkKI2MjDx//hycHHZ3dz/dXvjR++ZPAibnfjGYnPvVGBwcBGdx8BOAgF4NDQ1lZWVNTU0vL6/w8HDwqHVycjI3N09OTqZQKJubm8PDw0lJSYGBgeHh4Q4ODqBF1dbWhgkCFRWV7OzspaWlgoKCiIiIqKgoLBaLIMjS0tLr16/Ly8srKipaWloWFxfX19eXlpZqa2uhFqbRaGVlZdHR0VAFA1NDeUsmk6lUKpVK3dzcJJFIJSUlFRUVz58/f/bsWWNjY3V1dUtLy5s3bwYHB3t6eurq6jIzMxMTE7OzsysqKsbGxtbW1lJTU2VkZCCKGIPB6OrqGhkZgVDXxsYGnM88PT2Li4sjIyMVFBTExMSMjY1dXV3n5+eLi4shKs3AwCA4OLivr29pacnQ0DAmJqa3t9fW1vbs2bMyMjIqKipiYmI8PDwXL148f/48JyengoLC3bt3dXV1tbW1ZWVlJSQk1NXVXVxc/Pz8IiIiwDIYYRg2IxAIbW1tOBwO/vuOV8Y7+NH75k+C/eXc+Z8RTM79akxNTbm5uZmYmBgbG9+9e1ddXR2auTD76+vrGxMTY29vb2FhAdEPYWFhk5OT09PTOByuvb3d19cXEiIUFBQsLS3T09MNDQ0hUdzLy4tOpz99+jQ2NjYiIuLNmzc0Gm1zcxOLxb58+bK0tLSpqWl2dhYCIFpbW9vb22GpDUxyGxsbgXHW19dnZmbevHkzPj6+sLBAJBJXV1fxeHx1dXVWVlZ4eHhgYGBeXl5NTc3z589bWlrKy8sTExPDwsKio6NzcnJevHjR29uLw+EoFEp2djYsqSkrK6urq8OyoZycnICAgL29Pdg2+vv7NzY21tTUqKmpCQgIODk5BQQE4HC4pqYmdXV1MTExdXX12NjYwsJCOp0eHR0dGho6NzcXGhp69OjRK1euQLiZgoKCoKDgmTNnODg4lJWVDQ0NtbW1YdJETk5OXV3dy8sLJBxjY2Moe8IFOJ7BIQphcu5/BEzO/WIwOfcrAKe0eDze29vb2NgYfAnQOhfl3EePHnl5eQHt6uvrBwcHT05OLi4uQvmZmZkZEBAQGRnp7+/f0NAAjl/GxsYKCgpOTk5bW1uDg4MpKSlxcXHPnz9fXl6m0+l0On1gYKCioqKxsXF6ehoq2dnZWaDyjY0NKpVaW1tbVlZGoVCAdCYnJ1+9etXa2vr8+fMnT56kpaUB1YaHh9vb24OdQmxsbHx8vJ+fHwRPhIeHFxQUdHR0wOGBTCYvLCzU1dVZWVlJSEjcuXPH0NDQzMxMX19fUVGRl5fX2toaPoSgoKC2tra+vj4rKyshISFra2t/f38sFjs0NKSvry8kJKSmpgbjGyQSqaqq6unTpwiCxMXFHTx4EFbPFBUVtbS0JCUlwVpMQ0PDyMgIJk1g6U9VVRVikmFgBL4OaG2D5dvS0hLMp4HTMZNz9xvMPDRmHtoe7BPnwuIMlUoNCgoyNjYG52wNDQ0VFRV1dXVlZWU1NTV3d/e4uLjg4GAITjcxMXFxcamqqurp6ZmYmKBQKDs7O8+ePWtubm5ubm5qaoqNjb1+/Tr0FpycnNbX1wkEQmFhYWpqanV1NYVCgYQFLBbb1NTU0tIyOTm5srICzQoqlTo9PQ2lbn9/f0VFxejoKDQTFhcXwcjx1atX2dnZkZGRbm5utra2EBRkbW1tY2MDppSBgYFJSUl1dXUjIyMEAoFEIi0vL8OAOBaLHR0dDQgIuHLlipKSEjg/QDimoKAgTHxAId/W1jY1NRUbGwvs7OnpicViV1ZWrKys+Pn5tbW1Q0NDc3JyhoaGysvLl5aWNjY2goKCWFlZf//99+PHjwsLC8vIyMAAsaioqIGBgbGxsYaGBlgIgVFvVFTUgwcPfH19R0ZG4Liyu7u7vb0NExCbm5vQz4W/nyh1f/S++ZOAmfvLxB7sK+fu7Ow8ePDA1NTUxcXFwMBAW1tbSUkJ5GIqKio2NjYPHjwIDw93dnYG1wJzc3NwqIFQXj8/PxjzLSsrS09Pd3V11dXVTUxMtLOzCwgIoNFoq6urHR0dhYWFtbW1y8vLZDKZRqOtrKyMjY319PSMjo4SCAQKhQKu6kQicXl5eWNjY3Fxsbu7u7u7m06nb25uksnkxcXF5eVlEokE9yGTyd3d3Y2NjZ2dnR0dHUNDQ6urqzQabXl5eW1tDTIrCQQCpAUvLi7OzMzAEtyDBw+EhITk5eXv378PhxkTExMZGRn4r76+fnR0dHt7O4FAKCoqkpWVFRcXj46OXlxc3Nra8vPzu379uqysLMQFFRQUwCrf06dPMRgMNzf38ePHDx8+fPHixYsXL964cUNWVlZJSQmoHPzgITFIQUEhKiqqvb39wYMHTU1NCILApC/KvMjbsxDwuPnEKNqP3jd/EjA5l4k92CfORRfEY2Njzc3Nvby8jI2NwcURBPyKioqmpqbBwcERERHgPQgRk0lJSW/evLGzs5OXlxcXF+fl5VVUVNTT0zM3N4+IiCgqKpqZmcnJycnIyNjd3aXT6UtLSzCcNjIyQqVSSSQShUIhEokjIyODg4OLi4tra2sQqkan0ykUCh6PJ5FIeDy+q6trcnKSRCKtra1RKBT4i7L28vIykBGJRMLhcGD0tbq6SqFQVldXV1ZWCATC4uIirLLOzMzgcDgikRgXFweDakZGRiEhIRCorqWlBXo4DAYTHx/f2dlJo9EqKipkZWVlZGQqKiqgl/Lw4UMpKSkuLq6IiIjw8PCQkBAymbyzs+Pn53fp0iVOTk7gXB4enlOnTnFxcZ0/f15bW/v+/fvGxsYwW6ynp3fnzh0lJaUHDx7s7OwkJSUVFxcDw6KaMDqdjhocA+dCtcvk3P0Dk3OZ2IN9Ilw0qic2NtbKyiokJCQiIgIIV1VVVUVFRVdX19vb28TEJCQkBLJ+IeLMy8uLSCSSSKT5+flnz56VlZWBXqq9vX16eppMJm9sbFRVVbW1taGKWiKR2NPT09fXt7q6SqVSV1dXiUTi3Nzc7OwsFLBra2ugRaVSqWQyeXV1dXl5eWFhAYfDkUik9fX1zc1NOp2+trZGo9HW19fXPoLV1VUymUwikZaWlvB4PMq5OBxuZmZmfX09NjZWWFgYQnxTU1NNTEzu3btnZmbm4OAQGRlpamoaHR09NDS0tbVVUlIiICCgoqLS19dHIBDIZHJ1dTWES1paWoaGhqalpSEIkpqaKiUlJSgoCIR74sQJ8LiBGDR1dXVQoenr6+vp6SkrK4MUz9bWdm1t7c2bN/Hx8Wgxi1rLfz5+8K75s4DJuUzswfdlWwDkpMHl+Pj4+/fvR0VFFRYWamhoaGlpaWhoKCkpeXp65ubmurm5geugu7s7TNY6Ojo2NTVtb2+Dnmlra4tOp9Pegk6nr6+vt7e3j4+PA0sCCU5MTPT39y8sLKysrMCVi4uLwLkrKyvQGYA6l0qlrq+vQ38A7gzC1Y2NDXjyrY8D+r/v1LnQXpienqbRaA8fPgTOtbS0TE1NdXFxwWAwxsbG4eHhtbW1oaGh0dHRg4ODeDz+wYMHYmJihoaGdXV1/f39RCKxublZS0tLWFg4MDDw+fPnubm5CQkJV69evXXrFi8v7+HDhw8dOnTs2LHz58/z8/NzcXFdunRJVVXVyMhIX19fR0cH7Il1dHSUlJTMzMyIROL8/HxpaSmUsV9BuAiTc78TmJzLxB58R6pFwbganpKScv/+/cTERFiaV1JSUlFRkZeXT0pKGhsby8nJMTEx8fX19fb2hsEtf3//1NTUzc3NxcXFhYWFpaUlaAsA5wInDg8Pk0gkOM2H830ymTw6OjoxMYHH4+HOQDrAudA6oNFo0GdAN49Op29tbcG5NpyAoyaHH8T6+vr6+jr0kYlE4sLCAihbFhYWpqamqFRqfHz81atXFRQUbG1tYV5DVVXVwsIiLy9vYmKioKAAnVT29PQUFRXV09MrLi6emJgAmx4TExNWVtaCggIymRwUFCQsLPzvf/8bDBt///134NyzZ8/y8fFxc3MLCQlBcvDdu3cxGAwkK5uYmIBid3R0dH19HZXQfd33+KP3zZ8ETM5lYg++7tf4OQDyysrKsrW1zcrKotPpISEhioqK2traioqKKSkpm5ubo6OjEMLo6+t77949FRWVyMjIyMhIOFWfm5uDPimBQMDj8cCeNBptcHBwbW1taWlpZWWFRCKRyeTd3d35+fnJyUkcDkelUmk0GolEAitOIpG4trYGNSywKrqFjEv2kDwG27z7EcB90DGKdzh3dXU1KSkJhnFdXV1TU1Pj4uIMDQ39/f1fvHixtLTU0NAQFRU1PT0NaRcqKioQ/wMvSqPRvL29BQUF09PTi4uL1dXVL168yMvLy87OzsHB8e9///vYsWMnTpxgZ2fn4eHh5ua+du0a2FZgMBhLS8u7d++qqKgYGRkpKSlhMJjm5mYEQYhEItTmyFeVuj963/xJwORcJvbgm6n1A0CZC0GQvLw8d3f3srIyBEFaWlr09fUtLCx0dXVDQkKABUCc6+PjY2tre/HiRS8vr+jo6IaGBuStIQDUldCT3djYoFAo/f39FAplaWmJRCItLy9DaBiRSASGXVlZIZPJZDJ5ZWWFSCTCwALoDdAaFtbxGTcY4mo+zblw687ODqzdYbHYubk5LBaLcm5GRoaIiIiiomJQUFB2dnZGRoaPj8/jx497enooFArM+DY1NcFxpaioKCcnB4pcODDk5eWZmZmpqqqys7PfunXr1q1bXFxcV65cOX/+/LFjx1hYWFhYWNjZ2cHFUUREBIPBYDAYTU3NwMBALy8vBQUFiOEwMjKCDxxaKMC5aIf98/Gj982fBEzOZWIPvpFePwhG5srPz4+IiICya2Zm5v79+xBz6+LiAlMJWVlZ+vr6Tk5Onp6efHx81tbWeXl5WVlZNBoN2q8UCgU0tgiC0Gg0LBYLBAc3AeeC2IBCoZBIJPCpgbbD8vIyFMhkMhl1O0O3Db288xaM13/sfSEIAiPF8/PzwLnoJhUUFNy6dUtbWzslJaWioqKwsDA5OTknJ6e/v59Go01MTERGRoKaeGxsbGVlpbGxEaIcgBDT0tIkJSX/93//989//rOSkpKysvK5c+cEBAR4eXlPnTrFxsZ2+vRpdnb2CxcucHNzQ2tCR0dHWVk5NTU1Pz8fhk10dXVNTU0zMjLgkAYHKuQznBvfx4/eN38SMDmXiT340t/hZwIobGNjIycnJz09fWxsbHt7m0AgBAcHg6TU19cXJhTGxsYsLS0dHR3DwsLU1NTu3bvX1tZWUFAAkTwIguzu7oI51tbWFpFIHBoaIpFIS0tLsFYGS2Qws4sucJFIJLTPC4RLIpFQ925k71HhHZ79TM6FfvHc3NzCwsLc3Nzk5CSVSq2srFRWVjYzM6usrGxra4OYy5KSEjBkmJmZycvLKysrIxAIIIHo6OjA4/EIgtBotK6uLmVl5V9++eV//ud/zpw5AwPEAgIC58+fv3jxIsq5Z8+ehVQeUVFRiPyRl5cvLCyE2bY7d+5AomV0dDQc0pC3bPvpkbMP4gfvmj8LmJzLxB586e/wM7G9vb2zs0Oj0TIzM4uKiohEIpzal5aWOjs729raxsXFLS0tLS0t0en0qKgosFawtLRUU1MbGRlpa2urra3d2NgA41d0IWh9fR2Hw21sbGCxWDKZDJ0EOp2+sLCwtrZGeku16PIa/JdOp0OTF/oJsG3I2wr3HTL6RGOBMdIG5GjAuTMzM5OTk2tra/X19dra2g4ODi0tLUNDQ42NjX19fY2NjQQCgU6nz8/Pd3R0gPMOnO+Ddm1gYCAyMvLIkSN///vfjx07dubMGTY2ttu3b2tqavLx8UHi5MmTJ1lZWVlYWM6ePQt9XjExMQ0NDX19fRkZmdLSUjwe7+fnBwN+6urqAQEBRCIRNhhCJ7/iS/zR++ZPAibnMrEH30atHwa6XEMkEnNyckpLSxEEgaDZ8fHxioqKR48e+fr6gnSUTqc3NDRYWFiAQ9itW7dKSko2NjZGRkampqZAVwBnxzs7O1C0QvdgeXl5ZWUFqloSiQTCWwoDUDktEC5j9uI3vi+YGIZO7sLCwsTEBA6HIxAIL1++jIqKcnV17e7uXlpaam9vn5+f7+vrW1lZARkGHCTgYx8fHw8JCZGWlr527drf/va3X375hYuL69q1a6ysrIcOHVJTU9PT0wN9goCAwMmTJ9nZ2c+ePXv27NlLly5duXJFSkoKEtqdnZ3Ly8vhs3V3dzc0NDQyMjI2Nh4YGNjd3UVNcj8dffZB/Mj98icCk3OZ2IOvJqBPANb3EQSZm5vLz8+HBTG4hkQiDQ4OPnv2LDExcWVlBWQAIyMjBgYG9vb2+fn51tbWUVFReDx+dXV1bm4OxGHoJDGJREKdxYFz4V3Aotk7hAucCyaNNBptY2PjGzkX7Uisrq7icLiFhQVgUiwWi04M5+TkxMXFTUxMkMnk6enpkZGR2dlZLBYLmSMLCwuTk5MvX760sbERFBT8y1/+8l//9V//+te/jhw5AiMPnJycJ06cOHHihKqqqp6e3sWLFy9fvnzp0iVWVtbz589zcHCws7Pz8fFduXJFVlYWg8GYmZnFxcX19PQgCEKn0wsLC4OCgsC/7dmzZyCURnURX/p+f+R++ROByblM7MFXE9AnsLu7C1XV2NhYRUUF6rQCt0J/oL6+Hp2vpVKpYMhQWVkJCb79/f3wm4f5BeDr9fX15eVlWDdjLHKhwn2/yEVpF7Ri3865gI2NjZWVFTQWGsgUCtiBgYGqqqrS0tL5+XmYVZuamiIQCDCdMTMzQ6FQnj9/rq+v/9e//vWXX345ePDg8ePHjx8/zs3NffDgQYjDOHXq1Pnz51VVVXV1dQUEBHh4eHh5eTk4OHh5eTk5OWFVTURERFlZGWYiSkpKoCmMIMj4+Dgspt2+fTs9PR1SeRAEQQ1uvgg/eNf8WcDkXCb24BsJ6GOAynR4eLilpeWdxRzA+Pg4hUKBpsHu7m5lZaWpqWl6enpbW5uzszN4GMJD4Kl2d3fJZDIOh1t+C0bCBZ4FLSoj4QJgCA0I6Bs5d3t7G2RqBAIBhMNQ8ELk2tDQUG1t7YsXL2AgeGJiYnV1dX5+Hupc0A57eHj89ttvv/zyi7y8vJGRkYiIyJEjRyBQkpWV9ciRI2fPnhUSElJVVdXR0bly5QonJycvL++FCxf4+PjOnz8vICAgLS0tJyeHwWBUVFQ0NTVra2thXhlBEAqF0tjYaGhoePv27aCgICqVCoeZryBchMm53wlMzmViD76FgD4BqEwh5xy9EpqzaG27tbWFyrOWlpacnZ2DgoIWFhaio6MTExPR5wGmBkksgUBgLHJRwqVSqagrwjsLaLCGBj2KdzS5X/G+NjY2SCQSkUgkEolg9UAgEGA6Y3V1dXR0tKampqurCypfEITB6ASBQEAQpKSk5MyZM3/5y1/U1NRiY2MfPXokKyt75MiRY8eOiYmJ8fLyHjt2DFKIVFRUYBT4/Pnzly5d4uPju3jxIhcX182bNyEByMjICIPBaGlpPXv2DEEQVJUxOTlpamp669YtKyurhYUF5K01+1e82R+9b/4kYHIuE3vwFT/FPwQaKzs5OQmnvYxDUFQqlXFoAnXODg8P9/LyotFoNTU13t7eZDIZQRBoCGxvb4PFAaq6RYtcIFzUkOF9zkUNFoDx0c34Cs7d3d1dW1tDC23gXGgugzp4eHi4oqJiaGgIrB3xePzY2BiZTJ6ZmQGFhri4+IEDByQkJDIyMqqqqoqKikxNTbm5uX/77TdBQUEhIaETJ06cPn0a6lxNTc0rV67w8PBcvnwZmgznz59XUVGxs7MD21xdXQcemz8AACAASURBVF1jY+OWlhb4oOCIQqPRXFxcbt26paGh0d3djey1v/gi/Oh98ycBk3OZ2IOv+Cn+IeA8F1oBm2+BvGVeGo0GF1CtPtBfSUmJv78/gUCYn593dXXt6OgAhS/cc35+HjwVGTkXNLngpQAhETQaDVS6ALgVnfr9Rs7d3NykUCjw0jDkBm1cKMCXlpb6+/vLy8unp6dBz7C0tDQ5OQmNXQKBEB0d/ac//enkyZPR0dGVlZW5ubmpqal2dnZsbGy//fbbpUuXREVFT58+ffLkycuXL2tqamppafHz8/Py8l68eFFQUBD6uZqams7Ozvr6+vr6+urq6h4eHkNDQ7BtoIlGEKS6utrY2FhJSQmm0eDD/wrXhR+8a/4sYHIuE3vwpb/DzwGIT0kkEqjBaDQa9AfQIVTG/yJvubi3tzc4OBhWz7y9vTMzM9ECDUpmLBZLp9NX3oL0lnNRvzFGzoW2A3DuxsbGd+FcOp2OTmGQSCRIiCCRSLCkRiAQBgYGqqurYQoZfHWpVOrExAQsG7KwsBw4cMDExCQpKQkShauqqh49esTGxnbo0CEeHp6bN29ycnKeOnXq0qVLECsJUlxQjF28ePHcuXOampqOjo4YDAYm0GJjY6FrgUpxEQTZ2toKDw/X0NB4/PgxDE8jzNnfHwcm5zKxB1/6O9w/rKyspKWlQVRXfX29hYUFNE/h1rGxMZC7gkoXWqigAIOuAhShH8TGxgYQPUxDvD979g7QoQkAzGWgz4/KfkkkEribQ5OBSqUODQ319/fDWPDCwgKJRIKaF0GQ8PDw//f//t/Vq1eDg4MfPXqUk5NTWFhYWlqampoqICBw6NChCxcuCAkJXbp0SUBA4NKlS2BDzs3NfeHCBXFxcS4uLg4OjpMnT1pbW/v4+Kirq+vq6qqpqYWEhKyurjL2akDOPDg4aG9v7+TkBBPPqIDh00BHPwA/cr/8icDkXCb24Jto8vsB1PuQl7O1tTU2NmZjYwPrb5DdS6fTx8bGXr9+PT09DfUmmCqg+Q6M+lwQMKCratDceIdwP8G5jPKG3bc2jzA89g7tQsVNpVKhnzs+Pj4+Pg5NFQKBMDMzMzs7iyDI0NCQsLDwf//3f+vr6yckJKSmpubk5ADtZmZmioiIHDt2jJOT88qVKwICAmJiYsLCwurq6hgMhouLi5OTU1lZ+ebNmzdv3rx69aqvr6+7u7vOW8TFxcEbhNlo9C2srKw8evTI1ta2q6sLPZ/4nG+BybnfHUzOZWIPvp4mvyvQYNqtrS1oB0dFRSUkJMCV0KOgUqltbW09PT3z8/MUCmV9fR2IDzq5wHrAtmi34f0K93M2hvFuUOSCbe47nItWu3AMoFAoOBwOh8Otrq7C+MPCwgKVSiUSiQ4ODgcPHhQXFw8JCcnIyMjNzc3NzU1LS8vLy8vPz5eRkQHDsCtXroD97q1btyCsEzgXvGwsLS3Nzc0zMzOdnJyg86ChoZGWlgbdavgL2wwNmaGhodjY2OfPn0NX4XP6uUzO3Q8wOZeJPfhSctwngEphZ2cH9R58/fq1hYVFX18fgiAUCgVOjXE43OTkZFtbG2SIgZEYrMLBA9H1NEaqRReXvhS7u7tg+gWKCFT/+86cGzp5ARU3ajkG+q3U1FRWVlY+Pj4fH5/k5OSysrKioiIIdc/LyyssLFRSUuLg4ODg4BASEgLnGkVFRXBO4OPjg96ujo5OUFBQRkZGd3e3s7Ozpqamtra2srLykydP0B4uMObW1tbKygpsf319PUyjIQzd80+/XybnfncwOZeJPfgKJtoPQCULhSoq4w8LCwsMDAQigBAdBEFoNNrAwEBvb+/IyMjy8jLYk5NIJJgLYCTcd/xwv3ST0K4ChABR94KxXwwlNnoZ3CNJJNLm5mZXV5e8vPy///1vLS2t+Pj4kpKS58+fl5aWlpSUZGVlPXnypKSkREND48KFCzw8PEJCQtLS0gYGBpCmoaGhISgoKC4uDstlCQkJQ0NDNBotKChIQUFBQ0PD3Ny8ubmZMcoXGBM1tXn9+nVlZSV8y58jF2Ny7n6AyblM7MGXMtF+gHFQAqgBKrXR0VEzM7Ouri4EQba3t4GXoWoD47GFhYWtra3p6emxsTHGwDS0e4s+/wdf9NNbBV0FyEl7n3MZAcmYjIpdIOvFxUULC4sjR46Ii4u7ubnl5+e/fv26rKysqqqqsrISitzy8nKY8eXn5xcVFdXQ0DAyMpKWllZTU9PS0hIQEJCTk9PT07t9+3Zubi50YPLz8+Xk5FRUVBITExcXF1GfXMbmCcjs5ufn29raCATCO6uCn/gimJz73cHkXCb24DNpcV+BeuKgZSmq4U1ISEhJSQGugWEKUD5NTU319fUtLS2tr69DXgNoxaCHy7hihnyozt3dmxPxDuBWdOkMGgufAISigzUlNHa3trYWFhYSEhLY2Nh4eHi8vb2zs7Obm5s7OjpKS0vr6+tra2vz8/OLiopqampMTEyuXbsmKCgoIyNjampqaGh47do1VVVVDQ0Nbm5uyDe7fft2UVERVK99fX3KysrKysr19fWo6RrU9YxNW/jQwPQSVTp/GkzO3Q8wOZeJPfgKivzugHNhaOlubm7CGhoMBw8PDwcGBs7OzkIdt7W1RSKRlpeXgUM3NjbIZDLUyFAsv8+5u29NchmlCJ/u8MId0CKXccjtgwDzdRKJRKFQQA+7srLS0tIiICDw66+/WltbV1ZWtrS0dHZ2VlRUdHZ2NjY21tXVQZ1bX19///59MTExQUFBZWVlBwcHQ0PDS5cuqaioqKqqnjlzRl5eHoPB3L59u7i4eHV1dXt7e3l5GcwWIH0DbdTCAQllXtgqCK5HPk+PzOTc/QCTc5nYg2/hym/HpzutUJqFh4dHREQAg8CpNEhu4XwflLNQFwPbAoMzci7jazHSyu5HACYP8FQbGxtQQYPxOdoyRlfVwMEHzt/BXQFBkFevXomLi//+++86Ojq5ubmtra3tb9HS0lJfX//8+fPCwsKCgoLCwkIXF5cbN26Ii4sbGRkFBwfr6upev35dWlr6woULp0+fVlRUxGAwCgoKFRUVq6ur8JnAqlp1dTXCoL1FR04+9r6+6EvZ3d390fvmTwIm5zKxB99AmN8ERvr72H0gIWJ6ejosLKy7uxtaELBWBuUw1JVo5NcH583+cAPeB2hdUcL9IOcy0i4ej4ezfjgwjI+Pq6mpsbCwYDCYiIiIurq69vb2V69evX79urOz89WrV3V1dTU1NbCAVlFR4e3tLSsrKy0tbWtrGx8fb2BgwMfHd/XqVUFBQTY2NlhVk5eXf/LkCer4ExUVpaGhUVVVBdU9nU7f3d2F84NPvLUv/Wp+9L75k4DJuUzswWf+Dr8X3qk0P22/gk4Jt7S0ZGRkYLFYKEIZ61wg4o81K6FFsM2ALQbsfASoR8Q7nAudBEbOBdqFAwC0OHZ2djw9Pf/85z9LSkqmpKTU1NR0dnZ2dna2t7d3dXV1dXW9evWqtra2oqLiyZMnEJgWEBAAgTp+fn6pqakmJiYCAgJ8fHzXrl1jY2OTk5MzMDBQUFDIyclB3srX+vr6TE1N6+rq4G3Ce4QGLioaY3Lu/xEwOZeJPfiK3+RX4322RVfPPgggXDh5Lysre/r0KerkAAwI7Ut0gQiejfH5UfvdD2Lz44BhCkbCRV8R5VwUNBoNbUbHx8cfP36chYUlPDy8oKCgoaGhp6enp6enq6sL/ra2ttbX11dWVpaWlj59+rS8vNzPz8/AwMDMzCwhISEzM9Pc3FxCQoKXl/fq1aunT58WERFRV1dXUVGprKxEP5aNjY3ExMTy8nI0/QGOLshbg6Fv/5qYnPu9wORcJvbg/zLnIghCeZuyvry8XFBQAH4LkGy2trYG/U0A8jZseOe9ebN3KBilVPpHgLLtO5z7DuGic27z8/MIgtBotPT09JMnT/7tb3+ztbXNzc1FObe3txeq3Y6OjlevXjU2NtbX18PAQn5+vr+/v729vY+Pz5MnT4qKiqysrG7cuMHHx6eoqHjz5s0TJ05ISkpqaWl1dHQwzjWMjIyUl5djsVh0TA4VjX2Xr4nJud8LTM5lYg8Yz6m/8bf6Rb/nz+ktIG9nJYAosVhsZ2cnKloAeQDMgIHfDdoNeEdjwNicRfuwaNH6Pt5n2/eBCiSguiSTyQEBAWfPnv373/9+48aNx48fP3nypL6+vr29vb+/v6enB1q6HR0dnZ2dbW1tLS0tra2tDQ0NeXl50dHRUVFRiYmJRUVFFRUVNjY20Mx1cXF5/PgxOzu7gICAtrb24OAgmUyG9w4vOjY2BgY3NBoNxkO+73f0o/fNnwRMzmViD/7DnPv+D/sTrwunyVC3Avn29PRAjC5wInggQLZuV1cXhUIB50boMKACW9LbCB80GA1tgH4RGFkY9UHf3t6mUql+fn6srKx/+tOfBAUFQ0NDc3NzKysrX7161dPTA5z7+vVrWEPr6urq6OgA8m1qaiorKyssLCwrKystLS0uLi4pKXF0dBQTE+Ph4TEzM5uYmFBVVeXj49PQ0Ojq6mI062H8oDY3N8Hx59uLXITJud8bTM5lYg9+FOcy/rw/diuJRELeinARBIGJLwhiIBKJqA/6+Ph4ZWVlZmaml5dXcHBwXFxcZmZmcXFxRUVFVVVVVVXVy5cvW1paXr9+DRPDU1NT8/Pzi4uL6x/BJzgXvZVx2s3Ly+vgwYOnT59mZ2dXUFAoLCwsKiqqqqpqa2vr6OiA3gJ0dTs7O1+/fg2LaT09PdDbbWpqam9vb2hoqKmpKSgocHd3V1BQOHr06IULFyYnJx0dHS9duqSsrPzixQsEQeDVEQShUCi7u7sUCgV6JiQSCVKIvr1HxOTc7wsm5zKxB9/4+/yWX/Uf3u2dwwAqFHv48CEOh4M+AIIga2trJBJpYmIiLS3N1tbWwsIiKCgoJiYmPj4+OTn54cOH0dHRKSkpWVlZqampCQkJ8fHxDx8+jIqKyszMbG5uJhAIsAoHtTCQGvQN6G+1Cmh1jMfjqVQq3IQgyNzcXFBQEAsLy9mzZ1lYWERFRQMDA/Pz8wsLC589ewaFbXd3d29vb19fX29vb3d3d1dXF1zo7u5+8+bN4OBgX19fa2vrs2fPqqurwf7G0tLy119/5ebmbmlpSU5OFhQUvH37dlNT0+LiInx6y8vL6IcDGw8qDuh0f7Cp/TnfCKNsGWF6ln8nMDmXiT34/J/ld8Tnc+7uXltFWPiamJgICwsbHR1FEIRAIDBGWy4vLxOJRChId97mg83NzeHxeCKRiMViJycnx8bGhoaG+vr6+vv7Z2dngWehiIbmLyzTQcMXbQFD+xhBkK2tLSKRuL29PTo6am9vz8bGdvr0aQ4ODjAAi4uLy8/PLykpaW5uRjm3r68POLenpwf+C8XvwMDA8PDwwMBAZ2dnc3Pz06dP6+vru7u7XVxcjh8/fubMmcePH3d2doqLi0tJScXHx8PbgdoWDUBD3g7vgb8lCBi+wr6Sybn7BCbnMrEHX0qX3wWfybmMd9t964EAy0clJSUZGRkzMzN0Oh1WloBlYAprZ2cHZLO7u7sf9DDcZRh8gGIWLM3odDp0DGDADF4L7fxSqdSZmRlodLS1td25c+fXX389evTo2bNneXl5VVRUAgMDc3JyCgoKqqurQaUAPYQ3b9709/e/efMG2BYo+M2bN0NDQ6Ojo8PDw319fZ2dnS9fvmxqasLj8QEBAadOnWJnZzc1NaXT6Y6Ojtra2m5ubhMTE1BuT09PA/PC2wEVB3Au8nbJkZF5/5B8mZy7f2ByLhN78EVc+b3wRZzLqADbfRsVjCBIUVFRTk4OkUiEPgCZTIaTa3gsqLjggYzut9AlAA0DMDijMgzuCZEQdDodWB7ojE6n43A4qLWLi4slJSX/+c9/Hjly5Ny5cxcuXJCQkHB0dExPTy8oKCgtLW1sbIQ2AlS1/f39AwMDKO0C4fb39w8NDQ0PDw8NDQ0MDPT19Q0MDLS1tVGp1KSkpMOHDwsJCUlJSW1tbZWVlWlra6empjY2NgLPDg8PE4lENBgC3iOMiiAIgg59vCNY/syPmsm53xdMzmViD76JO78Wn8m5CIMfzc57eTkbGxs1NTW1tbVoWQelKPRbNzc3SSTS8vIyGqMAjQJGMRkoGeAOjHY2aJG4vr4OcZPQOAaOKygoOHfu3D/+8Y+jR48eP378woULIiIihoaG0dHRubm5T548efr0KcgSoKTt7+8fHBwcHBwE2oUmw5s3bwYGBuBKuDA0NLSwsDAwMIAgSEtLy++//y4uLi4kJDQ2NjY6Oor6LYB+A0EQdOAYeevvA1uO7NUpM+IPvxEm5+4HmJzLxB58HWl+Iz6fcxGGZXT0IejaPZlMfv78eUNDw8zMDCpjgK7Czs4OkUicnp4mEonLy8sgpVpfX0cL262tLUjxgY4trJWhdwCdGVS76Jbg8fjAwEA2NrZ//vOfJ06c+Ne//nXy5Ek5OTldXd3AwMCsrKy8vLzS0tKWlhZYJYPyForZ4eHhwcFBlHOhyB0aGgK2HR8fn56exuPxc3Nz8EI8PDx8fHw8PDypqak7OzsxMTF+fn5kMhliNxEEWV1d3WEwCIY+yecYk3/iQ2Zy7n6AyblM7MHX/US/EV/Eue8/ENayoOIjk8nFxcUNDQ2jo6PQ4kTn04hE4ujo6MTExNDQ0NjY2OLiInAoUC1KvvS3UxKoOAFYG4gYXheHwz1//tzW1vbw4cN//etfT548efToUU5OTkVFRS0tLX9//8zMzMLCwsLCwpcvX/b29vb29gKlDg8Pj4yMQNN2cHDwzZs3sJI2MDAA18MWYrHY5eVlSK6El7a3tz979iw3N7eBgQGCIMvLy9HR0e3t7QiCbG5ugqkj+pnsMLhWfp3mj8m5+wcm5zKxB1/x+/x2fAvnAilANxaKUBKJVFFRUV9fj8ViEQTZ2dkBd/Otra3FxcXZ2dnx8fG5uTmw7gZSBn0C2mSApTP0Gqh2gYsRBKHRaAUFBerq6idOnDh06NDhw4fZ2dn5+fklJCQ0NDQsLCzS0tIqKytLSkrKy8thZaynp2dqagpYFZoDIyMjIAsDoe7g4ODY2NjExMTk5OTc3BxMeZBIJIj2WV9fr6uru3DhgoCAgKio6OTkJIIg6+vr/f39yIdiid8peL/6G2Fy7n6AyblM7MEf/gIZ8TGu/OBi19ex6ucALfHQFbO5ubna2tra2logVgRBwBgBQZDFxUXIboDWAWNtSyaTgW1hAQ0uwEoUDocDbx0oMK9du3b48OHffvvt2LFjly9f5ufn5+TkNDIysrKyggyIoqKi2tra5ubm/v7+6enp2dnZqamp8fFxlHBHRkag5gUMDg6OjIzMz88TiUQCgUAkEldWVhYXFyEzmEajra6uKisrCwsL8/LyNjY2IggC8fIIQ0Yy6pwLzIt+LDtvvSwYvyDoSMAzoLwMhxbUlQ0OV6CZ297e/tH75k8CJucysQcfJLX/45yLcgTKHWtra+Pj4wUFBT09PaD0AtEY2D8C4aKTDow25NBhQFf8Nzc3IS8dnrazs9PBweHixYtHjhw5evQoNzf31atXhYSEuLm5VVVVHRwcPD09Y2Njc3JyysvLX7582d3dPTo6Ojs7Ozs7C0Jg4FzA2NjY+Pg4dBLm5uagnwCB7dCoXV9fJxAIeDweXj08PPzSpUtcXFwxMTFwDejewGKC8cNHL29vbzO6LkBM/fvDacDIdDodeBkEzgiC7OzsQO8FdL4/et/8ScDkXCb24IOk9r04d59oF9a4dvd6Nezs7HR0dKSkpMCsBGgSKBQKGkyJpkhAPUun00GTizpGzs3N4XA4WItbWVkpKSnR0tI6derUwYMHjx07Bv5eCgoKFy5c4OLiCgoKCgwMDA0NBX1YfX19T0/P2NjYzMzM/Pw8cO4EAyYnJ6empqanp2dmZiYnJ6enp7FYLKzvEYlESNBZWFgACiYQCNBtMDQ0PH78uL+///T0NAyDlJeX5+XlTU1NwXZ+8EOGrjS8TfRWyKXf2dlZe5ugjN7E2A5GRSBMzv1eYHIuE3vwQVL7Rs7d72p39+0yPSpERbmmsLAwOzsbijtYakN9FVDORetceAjwMuN2jo6OhoeHX7ly5eDBg4cPHz5z5sz58+e5ubnl5OSkpKRYWFjk5eXz8/Pj4uJiYmJycnIqKyvb2tqgwp2fn5+fn5+bm5t9i5m3mJ2dnZubm5ubW1xcJBKJICgGKlxeXl5ZWdnZ2YGuAoVCgRXCiIgIY2Pj8PBwBwcHCGC/efOmpKRkWloa42cLpT2amowgyDvGwahcF0EQEomE9mQQBIG6GO1OMH5xP3rf/EnA5Fwm9uBjpPbtnLuvtAuL+6COAjKFzVhdXc3Ozi4pKYHT8J2dHZCIvW9hg87yQkEHvYW5ubmCggJZWdnz58//+9//hpbC77//zsbGdv36dSkpKV5eXnZ29oCAgIqKiszMzJSUlLy8vJcvX/b19U1PTwPVzs3NLSwsLC4u4vF4PB6/uLi4sLCAxWLn3wKMHaA/u7S0tLy8TCKRyGTyzMwMDL+RyeSRkZG6ujofn/+vvTOPirre//+wzcIMsw/MMAwwbOaOe4YCKhaVlFl6taNp3Vu0qFknS2/JNdMueim7aaWZG4KghLiVXjfKrOOWaJlJi5qyCILsAubM5/fH8zvv854BCW8yXPm9HudzOsMwjDhMD1+83q9lUXJycr9+/R5//PHk5OTs7Oyvv/76scceGzFixLfffmuz2bC+qKqqqqysrKioCHIvLS397bffLly4UFhYeODAgc2bNx88eLCiooLVvbH+NMGRHbY7n8WBzn5vdhHIuYQTrRrtTzqX733qoDwDagzYHhr8ifDmpUuXMjIycO6E8LbV8WCI9RobG1Ho2tjYuH///ilTpmi1WoPBEBgYGBoaGhYWZrVao6KiBg4cGB8fHxMT06dPn6SkpNzc3Nzc3KysrI0bN27duhVZBYS3yC2Ul5dXVlZWV1dXVVVVVlZeuXKlrKzssoPKysqKioqysrKSkpLy8nJE5dh50dzcfOLEiY8++ig1NXX27NmzZs0aPnz4woULDx06VFBQ8NVXX+Xk5EyYMGHgwIFz5sx58cUXn3766SlTpjz55JPPP/98cnLyhAkT7r333r59+0ZGRkZFRUVFRanVapFIJJfLo6Oj58+fn5ubixcQf2XBcSBpb63OrLPfm10Eci7hRAc5t1Xt3i7hsufkT+dxA6Hrzz//vGXLlrNnz6KDwMW2bNb41atX8VXFxcULFiwIDg728fEJDQ3t0aNHZGRkUFCQxWKJjo4ePXp0QkLCoEGD+vXrN2rUqEWLFm3dujUjIyMjIyM3N3f//v3IKiCYRVKYha7V1dVVVVUsaQtqa2uxzhL/rampKSoqOn369MGDB996661JkybNnDlz9erVmzZtwpScgwcPbtiw4Y033oiPjw8KCurVq1dERIRIJPLx8RE5kMvlfn5+Xl5eIpFILBazO5VKJftQJpMlJiaynAP+ieLzDHauXIyce7sg5xJOdJxz+ekqt9e5fKkTi3Zxp81mg0R++OGH7OxsnKexwJbZlsV0hYWFixYt6tGjh1gsNplMPXv27Natm9VqDQ0NjYiIiI6Ojo2NHTVq1LBhwwYMGDBgwICnnnpq165dmzdvzszM3Lhx4+7duwsKCi5cuFBSUsIiWRyI1dTUMOdCu7hRXV0N7WJCQmlp6fHjx9PT0//xj388+OCDU6dOXbp06aFDhzDhNz8/f8mSJePHj4+KitJoNDKZTCQSeXp6SiQSpVIplUp9fX1lMpmPj4+Hh4enp6evr69Wq1UqlXq93mAwaDQarVbr7++vVqvxmH79+uHfKrtjEhvbPSE4Mgx4fci5twtyLuFES3XeEu3x9e3NKrQNc+7169ePHj26Y8eOEydOIH2JAzQ8rL6+/vz586+99tp99903YsQIpVLZp0+f/v37DxgwwGQyRUREBAUFdevWLSEhYdy4cQkJCf379+/Tp8/UqVM//PDD3bt3b9q0adWqVdu2bTt58uSvv/5aXFxcUlJy+fLlK1euID8LvWKw+tWrV0tLS5HEKC0txYa3urq606dPf/755x988MHjjz8+fPjwv/zlL2vXrj1+/Dh8d/z4cQS26HkLDg4ODAwMCAjQ6/UqlcrX11cikchkMqlUKpVKZTKZr6+vn5+fWq3WaDR6vd7f3z8gIACP12g0arUaSYawsDBessgw4LcBW4sGts5+b3YRyLmEE/z/Y3e6c/FnodBVEISmpqZvvvlm5cqVhYWFsG11dfWZM2d27Njx/PPPBwcH33333Xv37i0vLx8zZozVah05cmT37t2tVmtISEjfvn1jY2MTExOxDnLAgAFxcXEpKSkZGRm7d+/Ozs5OT09HVqGkpKSkpKS0tBSdu7xzKysrq6qq6urq4F92hPXbb7+lpaVNnjz5mWeemTx58sMPP7x48eILFy4IgoA5jRs3bpw0aVJISIhKpQpwYDAYdDqdWq1WKBS+vr4IcuVyuUKhUCqVarVap9MZDAbY1mQyBQYGmkwmf39/nU6n1Wq1Wq23t3dkZCRWqLFXjA3HsXHNbLjR2e/NLgI5l3CCd9ad7lzWDoCSBkEQqqurv/jii5kzZ86bNy8tLe3dd99duHDhG2+8MW/evAULFpw9exaPnz9/PpbryGSy3r17R0VFjRo1KikpKTExceTIkQMHDhwyZMhjjz22Zs0anJ6tW7cuOzv7yJEjly5dKi8vZ1UKFRUVvHObm5svXrx4+fJlaLe6urqgoCAtLW327NnTp0+fOXPm9OnTX3/99YMHDzY2NpaXl+fl5aWkpMTHxxuNRkSyPj4+Xl5eiGFVKpVSqZTL5VCtn58f7kRgC8+aHSAZbTabjUajwWDQ6/V6vV4mk3Xv3r2+vt7m6F6zE72JKwAAHyNJREFU2+2sAoR3rp3yubcPci7hREtd3rnORVMZbmPMDW4fOXJk/fr1S5cuzcvL++mnn2BDfAqx5759++RyeY8ePUaMGBEdHT106ND7778/MTFx9OjRo0ePHjp06MiRI1944YXt27fn5uamp6evXr16+/btP/zwQ5mD8vJyFuQyiouLcaZ37dq1s2fPfvXVV5mZmXPnzp00adLLL7+cnp7+7bffIkDOzc2dMGFCaGioRqPBORjw8vKSSCQeHh4SiUShUPj5+fn6+vr6+iqVSkSvsG1gYGAQh8ViCQ4ODg4ODgoKgnOBUqns1atXQ0MDc67gCHWRw2U/O3LubYScSzjRUpd3rnMFQWDLHeyOUzW2u0xwVIZhtAK6DzB/oLq6umfPnoMHD54zZ87QoUNHjRoF20K799xzz/jx49PS0j7//PPNmzcjyP36668vXbp09erVK1euYGACH+HCuVVVVb///vuVK1e+++67o0ePbt++fcmSJa+88sqyZcsOHDjw66+//vTTT3l5eVOmTDEajWKxWC6Xy2QypAskEgkzr6enp1QqVSqVCHUhXKPRGBAQYDQaAwMDEdiazebAwED412KxWCwWpIAhXH9/f41G06dPHxSlCQ7nItTFqZqd6hY6AHIu4URLXd7RzmXxGqshQ3MEOrUaGhrYNwMR22w2hKKvv/563759p0yZgnzCiBEjHnzwwYceemjYsGHDhw+fNWtWTk7Op59+umHDhoyMjP/85z9nzpwpKytD7W1lZSUvXObc0tJSQRCKi4tzcnLefvvtF198MSUlJS8v7/vvv6+srNy7d++UKVMiIiJQyyWTyRQKhYeHBzwrFoslEomnp6dIJGKBrd4BYlsGs63JZDIajUzByOdCuEajkTmX1eSyF431UqPghJx7GyHnEk7wwrrTnctKTVEZxrR77do1lsT8/fffy8rK4FmWzxUEYdu2bUOHDsW2x3vvvTc+Pv6hhx564IEHBg0aNG7cuPfff3/Hjh3p6enr16/Py8s7duxYUVERim1521ZzlWFXr15tbm4+fvz4v//979mzZy9cuDA9Pf3QoUPnz58/duzYa6+9ZrFYoFpUgDHVImmLDyUSCZID7GQM8MI1cTD/IqtrMpkCAgIg3MDAQJVK1bt3b8wM41831vJLzu0IyLmEE/z/e3e6c5FMwEQxfMj/Bevr60tLS9k9yCqgcKq+vv7YsWNxcXFDhgxJTEx8+OGHR4wYkZiYGB8fP3DgwOnTp+fk5OTk5GzYsCE7O3v//v3nzp1j/bsNDQ1MuADORSQ7f/78l19++aOPPtq/fz+WDefl5Y0dO1ar1YpEIqVS6e3tLRKJvL29kVtg8vX19VWr1VqtVqfTsbwBAtigoKDAwECj0QjPGo1G3EZWAVVlzLn4bGBgoMVi8fPz69mzJz+WAZBzOxRyLuFEq/Jy8Wb7hQtsN+HPOvUWsTn2BLMFEKxNA/ejaBePLCwsfOSRR7p165aYmPjAAw8kJiaOGTNmyJAhffv2Xbp06bZt27Zu3ZqZmZmXl3f06FGMFa+trcVgMAxHr6ysbGhoQIR79uzZrKysV199dcWKFfn5+djQs2fPntmzZw8ePBiVXj4+Pp6enh4eHmhnYEdnPj4+CoUCvQxMrDeDiZidmwGLA9xGwKvT6cxmc3FxseBIrQiccPkfOj7V2e/NLgI5l3CiVVt1Aefi+8c8LTY518W5drud9QKUlpY+88wzvXr1SkhIePTRR0ePHj18+PDBgwc//vjjWVlZubm569evX7FixZEjR9C5i8qw6urqqqqq4uJi7Dm/evXqL7/8cuDAgfT09OXLl2/ZsuXo0aM///zz4cOHV65c+cQTT0RGRsKq3t7eyNXiiMzLy8vb2xsltyqVSq/Xs8MxhKu35NyQkBDev0FBQUjs+vn5hYeHY+UaP++GnNuhkHMJJ24mrDvRufz3BrGi9+xmzhUcQ3Bw48033+zfv398fPxjjz02evTowYMHx8bGpqWlffbZZ5mZmWvWrNm9ezcG19bW1paVlWH9BIbUCIJQVFS0b9++7Ozs999/f/ny5fv378e6yfz8/Pfee2/s2LEWi4WfkCASiRDh+vj4oJcM/WPsEMxisSCT0NKzPC7CtVgs6F1m5mUVY2KxeODAgcXFxXZH469Azu14yLmEE23I645zLv9nwapsifrNnIvP4suXLVvWr1+/4cOHjxkz5t577x02bFhSUtKmTZtyc3PXrl27detWjAFjVQpwLvodLly4sGfPnrVr165bty4rK+vAgQNFRUUXLlzYvn37K6+8Ehsb6+/vD896e3sjn+Dl5QXbKhQKtDawtCxrbXA5JXOpVeDbH3jnhoWFwbnQrtlsRhOwp6fnww8/XF5ejt8A8Lem3EJHQ84lnGhVXv+fOBc3EPHduHHj448/7tWrV2xs7JgxY+677764uLipU6fu2LEjIyMDJQc4KGOTa6qrq+vq6hobG8+cObN58+Zly5Z98skn27ZtO3Xq1G+//XbmzJkPPvjgiSeesFqtfJsDAluxWIziMPTsIrxFvS3L4brUJDDnMtW6dECwNC7iXHaP2WxGB7CXl9dLL72EY0M71/5Lzu1QyLmEE63K6w517q3mFlioa7PZmpqa1q1b161bN5ZbiIuLe/XVV3fu3Imjs1OnTmEeGDopUOV6+fLlY8eOrV+/fvHixStXrty7d++RI0cKCgq2bt360ksvhYeHs1IEDANzGZLAt+2iFIEvQnDJ57J7eNu2enQWEhLC8hIocoBzpVLpsmXLWF2H4FiMRs7tUMi5hBNtyOuOc67LX8H2R2dobO+kzWa7fv16Tk5Ot27dRo0aNX78+NGjRyclJa1YsSI3NzcjIyM/P//cuXPYo4Nh5A0NDSUlJfv27Vu2bNm8efPWrFnz9ddfnzp1at++fWlpaSNHjmQZW29vb4lEguEJ3t7ePj4+6CjTaDT8VJqWJQptOJcvS8ChGdIIuJPvSUOwbDAYMONxy5YtgmMYEP6lwT855NyOg5xLOHEzYd3pzhVa1Iq1dC6yCoj77Hb7zp07u3fvnpCQkJSUdN99902bNg0LeFavXn348OGKigpswcEkneLi4i1btqSmpi5YsGDnzp3nz58/ffr0ihUrnnrqqd69e/OFXygLQ1mCSqXSarUqlQpDF/nWMr1ezxrJ+IC3ZYlCyyoFF+e6pIBxgKbVajUazb59+wRHeHv9+vWGhga0ApNzOw5yLuFEe+R1M+e2IV87V2DPfoG9bTb9o++TiZXJBXsn2WABlnlga8avXbuWm5sbHR2dmJgYFxc3adKkDRs2rF+/fuPGjVu2bDl+/Hh5eXl9fb3dbr9x48b333//8ccfp6amrl27dteuXZcuXfrss89mzJjRvXt3tqlBrVajfxeDbllKAaNqIF8UKjAws5FvdsA9LmlcFuTynmVnbvha3IlnMJlMer3ez89Po9GUlZWhGdruGLbARt4IgoDXhJx7eyHnEk7cksu6mHPRFoGmrKampry8vP79+yPOnTFjRl5e3tq1a9PS0nbt2lVRUSEIQmNj48WLFz/44IPnnnvuX//616ZNm7744ovq6uq0tLS4uDgEtkjRoiZMLBZDu2ysOMvkItSFdrHTAUkGJl8+q9sy+MX9LGnrUuSA2l7U5OKptFqtTCbTaDRVVVX4+7JJQOTcjoacSzhxSy7rYs7F79Rs/Ninn346YMCAmJiY4cOHp6ambtu27ZNPPsnJyUHat6am5tChQyNHjhw7dmxmZuauXbsuXrxYUlIyf/58o9GI8BatDZAv1uGgRIGdnkG7SgfMvCzJwOQLb7I0AiJZk3Onr5mDLyPDY9ikhYCAAJVK5ePjY7VaWZEG/tZIsJBzOxRyLuHELbmsizkXX3X9+nVkDDIzMwcPHhwTEzNx4sSsrKzPP//88OHD6HfYvXv3mjVr/va3v7399turVq3at29fcXHxoUOHJk6cCMlKpVI/Pz+ZTMbyCV5eXlAwr11Eu0ql0s/Pj88zYHEZnMvKGFjcyqaPY0gYO3ZzKdTl/YsRjniYwWCQy+UeHh5JSUn4YaHjGZlu/kdDzu0IyLmEE7fksi7pXNYdsGrVqtjY2AcffDAlJSUrK+vYsWOCIFRVVW3evHnmzJkLFixYvnz5+vXrCwsLa2trV6xYYTQaMfrL29sbnQ6QL78ssqV20QShUCjkcjm/WYcNIDeZTPCm0WjENjM/BwiNmZ15z/Izy/GFCJ91Oh1b/bt48WJBEJDFFhzj1gRBIOd2KORcwolbclkXcy4O0CDfGzdupKamjhgx4sknn3znnXfy8/MbGhqqq6vfeeedZ5999r333svIyNi5c+f333+/Z8+ep59+2mq1Yr6tp6cnyyfAv7itVCrR2osHMO3iSI2ld13iXGQDENJqtVoshkDHmkwm8/Pz0+l0AQEBZrOZnZu1zC3odDqVSoWnVavVvr6+YrHYx8dn7969drudzSyvr69vbGzkCxXIuR0BOZdw4pZc1sWciw/h3Orq6ueee27QoEHJyck5OTk1NTUlJSX//Oc/x40b9+qrr+bn5+/evfunn35avXr1PffcA6tKpVLIVKfTYWCNl5eXXC5nLmYTFfholx2s+fr6sq5f7IjEuh2NRqNSqWBbqVQqkUjEYjFm3xgMBhydoTiMVSmwBC5yuGq1GrGzXq9HnKtWqw0Gww8//IDePLxcDQ0NgiAwBQvk3I6BnEs4cUsu62LO/d2BzWa7ePHiQw89FBYWNm3atJ07d5aVlaWmpkZGRr7yyiuffvrpyZMnCwsLFyxYEBIS4uXlFRgY6OvrKxKJ5HI53IqTMWZeFu3y2mXOxbRcth2dCRe2hbX58zeoGREu6wlmZQzwLFs0iefRaDQQNIpzzWZzZGTkL7/8whbBNTU1YdBEVVUVObdDIecSTrSqLb4Vou372yPBls0R7X+G/46Wfy4zL98cIQjCjRs3EO598803CQkJJpNp1KhR69atS0lJ6dOnD/a0nzhxYseOHZMnT4baEDlKpVIvLy8MwBW1Az7g5SctoEVCLpfjCfGcSEeIxWJUO8C/+JSXl5dUKlWr1Ug+IIcAZavVahbbIv/AppvjqG3//v02x7IMvFB8hTI+ZPs17HZ7Z783uwjkXMKJNmzVZZyLaBe/VsMyuKeurk4QBIR+X3755d13322xWF544YW5c+cmJyfv3bu3sbGxqqrq3XffjY+P1+l0+HVep9PJ5XJMHP9Dz7IbGCSGDAM7OlMqlQqFQiaT4dmYcz0cwL+4zZ7W29tbLpfDsDhYQ2DL/GswGNhASLZRIjAw8JNPPoFPbY6VcRAuKjdsNht+G6A49/ZCziWcaMNWXc+5DNzDOrKuX7++a9eu6Ohok8k0ffr0NWvW7Nmzp6mpqaioCPmEPn369O/fPzQ0NCAgQKFQsHmMbQe5Hhx8VlfqADkEeBZJCTzG29ubl6/YGRymQbKoNoN/IXGNRoMUBL/FB50RM2bMYLkFLM7AT6GxsRH/FDU2NpJzbzvkXMKJNmzVxZzLtMs+FLjfsleuXCmTyYxG41tvvVVQUCAIwuHDhydMmKDT6R599NGpU6eazWadToc0LoAi/4vcAksgsEiWP2Rjs8fQQ8G2r/MVY5jVgDgX/tVoNKySjO+YgHORFUlISEBDnSAILIdgs9muXbvGBrChYheP6ez3ZheBnEs40Yatup5zXT4UBAELgGtra5999lmxWDxt2rRff/21oaFh9erVCQkJnp6eMTExH374Yffu3UUiEVt+DociRG2PcFvVLmTNVkUggEUxA2tUQ+sEmilQz+tSYcY8q9VqEe1i6RlfQ4YmYL1e36tXr1OnTrHaOLxWSHDjZWlsbLx27RriX8rn3i7IuYQTbdiqizmX/wZwDzu4z8zMHD9+/Ny5c8+dO1dfX7969Wqz2SwSifz9/ZOTk4cMGSISiXQ6HZMsJjSyPoh2wp+hoZKXhbq4n0Wy6JhArZhUKuX7KZh/lUolO0ND7wNmlen1er5cF7fh3NDQ0M2bN7PKBPwIWDLBbrdjvjtTcGe/N7sI5FzCiTZs1fWcy+7HPZWVlYIg5Ofnv/TSS4sXLy4uLq6oqFiyZImXl5dEIgkICBg8eHD//v1FIpFKpWqZFmiPZBl89gDOhcH5FmFetSjL5afkMFiRGeJcyJeNiESc6zKBF7t5TCbTm2++ecOx7RizF/Cy4HVD3QLiXJvN1tnvzS4COZdwog1bdRnnIofL/12Q2y0tLf3xxx+XLFny1ltvnT59uri4ODU1FVGhSCSyWq0xMTFIKbSRQ2hDvt4cfPsvOyWDbZHDlclkTLWsOBf3sw9xA93DarUarRMt/csKeNlJGrqBDQbDM888Y7PZcJJWW1uLCNfmODTja8UEyufeJsi5hBMuqnL50MbNJeDvZ/nQ9kuwE52LKeOCIOBc/saNG83NzQ0NDVVVVRs3bpw1a9aJEycqKiry8vLCw8N9fX1R/Wo0GjUaDSYVeHh4SCSS9tQqMBGzdC0TKx+u8m516U/jQ1o2LgefRWMF4lykF3CDH9oA57ossmTtasOGDauqqmJr4pBGsDt2aqB+mW0C7uz3ZheBnEs44aKqlqLkI0SX+29Jgp3o3KamJhgErWgVFRX45Xrr1q2zZs06cODA5cuXCwoK5syZIxKJwsPDWXuYn58f6yjDqVerzm1ZqMsaz3h4pbo4F59lETHgw2E82MW5+C/KG9CrhoDXZZ0aP1e3X79+P/744++//97Q0MD0Kjj+HUX1AvuJd/Z7s4tAziWccFFVS1Hi/0D+U3eccwVBaG5urqurQ00u8piFhYVz5sxZs2bNxYsXT5w48eabbyoUCoPBcNddd8kciMVi3qd8vS1vWJeKMbZH3UW1bK4NolcX5zLJstusRJc9G0JmGBa2RUYCT86mN7gkc3nnWq3Wzz77TBAEvBrIuuBF4xPfuKez35tdBHIu4YSLqlqKkj99chHoLUmwc52LlrOmpib8lYuKiubPn5+Wlnby5MkrV6489dRTZrNZJpPdddddvXv35pXHH5fxXWEukuXbxtiZGHQskUiQB1CpVEi58sLlPcs3Prh8D3gAeoKhV19fX97drFdCrVa3HGoO7WIIzocffigIAtZD8M61c+Cezn5vdhHIuYQTLqpqKUpWZdXyPO2WJNiJzr1+/XpNTY3NZkM1bnV19eLFi2fMmHHgwIHKysply5YFBQVJpVKr1RobGxseHs4awxBjsg9ZEUKr2uWn2MCYIpEI1QiY04jNu3Alewx/yNaGdvEYCB21YmwOA3uYWCxWKBQajabVRRJmsxkVY3//+98FQUB7SHNzcxu/r3T2e7OLQM4lnHBRlcuHNudCKxep3ZIEO9G5TLtwbm5ublJS0o4dO4qKik6dOhUaGopZCgaDITY21t/fn8W2zLlsvkxL7bJHYqc6n6vF8ghMnPH398csc5yn8Upl/b4sRmawVjdWDsw7l28URo8G/M6vU+OdazQadTrdE088gSI5nJiRczsaci7hhIuqXD68mXNbPvgPJdiJzsXt+vr6+vr6Y8eOzZkzZ8GCBefPn//yyy8fffRRf39/pEF79OiBnlqWLuCra3n5umjXpcyWLfpFtSxbkKNSqVD4xQe5Ls7lB5wzNbs4VyqVyuVymUzGx78oTVMoFFA871x+T6VGo4mLi8MKDJwoYsBNyx8u1S3cLsi5hBMu/6e1FCXrlP0zluz0uoW6ujq73V5XVzd79uynn3763Llzx48fHzt2LOYihoWFqdXqiIiIqKgolitgc8eRVWB+5PO8AA0OrKlMLBYjgYvNkthghj4x5GFdglymXb6qTMYB5yKYbelcH8eEMy8vL4VCgQU/LZ2LdZYqlapHjx7bt28XHCMX0Ifmkq+3U0/E7YOcSzjRHoW59BQIDof+dyrsUNui5lQQhBs3bmB0yw3Hjtva2toNGzY88sgja9euvXDhwuTJk9VqtcViCQ0NNRgM6JrlR9gw1cKAGHHLpw74AWBI5sKGmEGj1WrZ7nSDwcCSuejlZbVfLrAZN2xOub+/PzISIseQBwTRcDcTMRutq1KpmHP5+lyj0RgUFGQymbp37/7xxx8LjnPFNn6Onf3e7CKQcwkn2iOyP5/P5b+q45zLonL8EXa7HfMJ0XZ18ODBqVOnpqamnjhxYt68eVar1WQyhYSEWCwWjUbDLOYi3FYHffE9Y6xVAWpm02egS359A1aT8bkFPsjl/yy2DxhPgq/Cd+XiXFZMhtBbIpFghQ/b1s7XLQQFBQUEBISHhy9dulQQBJcFlC3p7PdmF4GcSzjRHpf9+Xwu+5IOdS5m1tjtdjYltrGxsb6+3mazlZeXv/POOxMnTszNzc3KyoqMjPTz84uIiAgODtbr9XK53JsbicuKEJhtAT+AhpXHsv3qKOFigxaRVcB+M51Oh9tsoSSLkfnOYF64cC4GkMvlcrFYjG/M29sbD4OImXOhXYlEwnIaLtpFStdgMFgslpSUlKamJrSK0BlaR0POJZxoj8tuVxK2o50L1SJHibFhtbW1SDVs3759ypQpCxcuXL58eUxMjFarDQ0NveuuuwICAiBN1m/Gwls4lPcsem3xITMv3wmGBlw+jYvJ4sgzQO7s4IuvEmPWxvMAFNvqdDo/Pz+pVMoOylycy474MN0c5WJsizAyDBaLxWKxmEwmg8FgMplmzpxZU1Njd7T83uz17Oz3ZheBnEs40R6X3a7jLzfkc9HAijU8tbW12HVWUlIyd+7c+++/f86cOePGjVMoFBaLJTw8PCwsDBvRkbRlJ2Z80IphifAsL1xeu/gUm3gA4UKyWN8A5xoMBjQTtypcJCtY3gDxNZ4TBQ8sdctO2PhSB1ZShnoJfCdsSY/FYgkODkZy2Wg0Tps2raysTBAEfg1wSzr7vdlFIOcSTrRHZC2rDv47IbrBuQ0NDWxQYWNjI1K6q1atSk5OfvLJJ+Pj44OCgqxWK5xrMBhw+o80gpdjNi6fUQVsfHirQM2YdcAHucgnMP2xcrGWkxagXTZIDCCbgaeVy+XtcS6qd/lvxt/fH+vZkUXBnp6xY8eeO3dOEASqz3UD5FzCifaIjBUPtZrYbT9ucC7O4gVBqKmpwZ946tSpZ5999q9//evEiRPR/tCjR4+goKCwsDAWV/LC9fHxYStweNjgxJbAcbxz+RIxtkqdbVNvOW+BVeOysQysdAFfy5awteFclIuh+g3fDFyPiY7BwcHYvm4wGOLj40+ePCkIApu41iqd/d7sIpBzCSfa6bI7wrk2m43VP5WXlwuC0NjYmJGR8fzzz48fPx6xXrdu3cxmc3h4OHof5HI5v+UMQS4bjMDky6LdVuEdB0W6aJeZF59tY7QYf2qHRWd4NiQl4Fzkmlt1Lo7RXJzL0gsBAQFBQUE6nW7QoEHffPMN+kTaeD07+73ZRSDnEk7g3AnNoH+IS6/BH95/S9yWDIbdbm9qakKtgiAIBQUFCxcujImJ6dmzp8ViCQoKioiIiIyMNJlMOM7SaDRqtRq9Xh4eHlKpNCAg4GZuZfKF1HgRazQa5HCZZNtApVJhWzvOvlBnhsYK3rwssYCvkkqlHo4dwMjbenOzx1iNsFgsRjSNfwyQT0D1QkhICEQcHR2dmZkpOFZF3IzOfm92Eci5hBNs+jirr2rbaP/LzmWzX/EMV69ezc7OHjduXN++fSMiIlAvFRYWFhoaqtVq8Us6ambZMZpMJkPzghuci8JeJko3ODc0NFSv16tUqqioqFWrVgnc2uNW6ez3ZheBnEs4UVNT89133wmCgF/G/1CL/8vOxc5a3G5ubv75558XLVoUFRUVGRkZGhqKnKbVajWbzXK5XCQS4fgLVWKYR4Pf6DvauWq1ulOca7VaEcUHBgYuXbr0D1/kzn5vdhHIuYQTYrHYYDC0ndfjtfi/7FzEuXiqhoaG06dPp6SkWK1WxLYhISFWqxXtZ3AudIkSMRz3I5HqBucqFArmXH7SWBvOxXKgPxnnBgYGKpVKvV6/ePHiP3yFO/u92UUg5xIEQbgPci5BEIT7IOcSBEG4D3IuQRCE+yDnEgRBuA9yLkEQhPsg5xIEQbgPci5BEIT7IOcSBEG4D3IuQRCE+yDnEgRBuA9yLkEQhPsg5xIEQbgPci5BEIT7IOcSBEG4D3IuQRCE+yDnEgRBuA9yLkEQhPsg5xIEQbgPci5BEIT7IOcSBEG4D3IuQRCE+yDnEgRBuA9yLkEQhPsg5xIEQbgPci5BEIT7IOcSBEG4D3IuQRCE+yDnEgRBuA9yLkEQhPsg5xIEQbgPci5BEIT7IOcSBEG4D3IuQRCE+yDnEgRBuA9yLkEQhPsg5xIEQbgPci5BEIT7IOcSBEG4D3IuQRCE+yDnEgRBuA9yLkEQhPsg5xIEQbgPci5BEIT7IOcSBEG4D3IuQRCE+yDnEgRBuA9yLkEQhPsg5xIEQbgPci5BEIT7IOcSBEG4D3IuQRCE+yDnEgRBuA9yLkEQhPsg5xIEQbgPci5BEIT7IOcSBEG4D3IuQRCE+yDnEgRBuI9bdi5ddNFFF11/5roF59JFF1100XXbL3IuXXTRRZf7LnIuXXTRRZf7LnIuXXTRRZf7LnIuXXTRRZf7LnIuXXTRRZf7rv9zLl100UUXXe65/h/rr4dpuLCzLwAAAABJRU5ErkJggg==" alt="" />

//后台代码:
public partial class Form1 : Form
{
private string _curFileName;
private Bitmap _srcBitmap;
private Bitmap _dstBitmap; public Form1()
{
InitializeComponent();
} private void open_Click(object sender, EventArgs e)
{
OpenFileDialog opnDlg = new OpenFileDialog();
opnDlg.Filter = @"所有图像文件|*.bmp;*.pcx;*.png;*.jpg;*.gif;" + @"*.tif;*.ico;*.dxf;*.cgm;*.cdr;*.wmf;*;eps;*.emf|" +
@"位图(*.bmp;*.jpg;*.png;...)|*.bmp;*.pcx;*.png;*.jpg;*.gif;*.tif;*.ico|" +
@"矢量图(*.wmf;*.eps;*.emf;...)|*.dxf;*.cgm;*.wmf;*.eps;*.emf";
opnDlg.Title = @"打开图像文件";
opnDlg.ShowHelp = true;
if (opnDlg.ShowDialog() == DialogResult.OK)
{
_curFileName = opnDlg.FileName;
try
{
_srcBitmap = (Bitmap) Image.FromFile(_curFileName);
}
catch (Exception ee)
{
MessageBox.Show(ee.Message);
}
}
Invalidate();
} private void close_Click(object sender, EventArgs e)
{
Application.Exit();
} private void Form1_Paint(object sender, PaintEventArgs e)
{
Graphics g = e.Graphics;
if (_srcBitmap != null)
{
g.DrawImage(_srcBitmap, , , _srcBitmap.Width, _srcBitmap.Height);
}
}

    //翻转处理函数,这里是通过两幅图来进行翻转操作,也可以用一幅图直接翻转,只不过要特别注意每个像素占3个byte位,且翻转时是整个像素一起翻转
private void mirror_Click(object sender, EventArgs e)
{
if (_srcBitmap != null)
{
_dstBitmap = (Bitmap) _srcBitmap.Clone();
BitmapData bmpData = _srcBitmap.LockBits(new Rectangle(, , _srcBitmap.Width, _srcBitmap.Height),
ImageLockMode.ReadWrite,
_srcBitmap.PixelFormat);
BitmapData dstData = _dstBitmap.LockBits(new Rectangle(, , _dstBitmap.Width, _dstBitmap.Height),
ImageLockMode.ReadWrite, _dstBitmap.PixelFormat); unsafe
{
byte* p = (byte*) bmpData.Scan0; for (int y = ; y < bmpData.Height; y++)
{
for (int x = ; x < bmpData.Width; x++)
{
byte* dstp = (byte*) dstData.Scan0 + y*dstData.Stride + x*;
dstp[] = p[bmpData.Width* - (x + )*];
dstp[] = p[bmpData.Width* - (x + )* + ];
dstp[] = p[bmpData.Width* - (x + )* + ];
}
p += bmpData.Stride; //Stride 为扫描宽度 Stride > bmpData.Width * 3 ,Width 表示每行的像素个数,每个像素占3个byte位
} _srcBitmap.UnlockBits(bmpData);
_dstBitmap.UnlockBits(dstData);
} _srcBitmap = (Bitmap) _dstBitmap.Clone();
Invalidate();
}
}
}

其它几何处理类似于这个操作,在通过指针直接在原数据上操作,但要特别注意指针的越界检查。

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