C++中的浮点数运算的误差测试分析
C++中的浮点数运算的误差
项目中需要计算判定,采用的是float型,如: float a < yLing,
其中:a = 2.0, y则从1.0 + 0.2*n
当n = 4时,条件成立了???? Why /? , , 实际上,需要在n = 5 成立
通过调试发现: yLing = 2.00002 , 而 a = 2.0
NM , float 误差这么大?????
难怪在进行金融财务等数值运算时,请使用decimal 类型,不要使用float和double类型!因为decimal的精度最高!!!
推荐使用一些“现成”的函数库
http://www.oschina.net/project/tag/239/Mathematics-computing?sort=view&lang=21
如:
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" 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(2) 数学软件包 Octave Octave 是一个类似matlab和Scilab的数学软件包,可以进行各种运算,编程。它还有丰富的C++接口可以让用户编程时调用。它绘图使用gnuplot。 Octave的使用也是基于字符终端模式的,当需要绘图时,将会调用Gnuplot进行数据绘图,并显示出来。 Octave是用C++编... 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zZvb29l19+mbxIMhlP5jO+cyh+YgyBIYbDYV8nZmzx+nuT29cX3bNMeZytj9vbBn8vo+tL9uLdWUY6M0ltxvoVXSlKx8oGRnzX6PLJqOirk4pUNj0Fa6weqWq+VrGBFVswLMMaqXFVjRdhQtk9Dy8BfhGOpEreW6hj2RYNqFiNYKeADzeyHHBvK5pSoAKLVFLWPbdlW3T0PF2H1Z8bQbEFWCguUsdIidoB9vz5eBNRFUeBfEcv/1+mwuSzTx4Xt6o4x+CvrnjeXYwXT7mmO96i0EQdSFZhobhf3dp5bYJKtFEC8sC6r5RvaZa8AWx5cpmOhhwJ2PTk83oAqQC3luwmOmO2Jc10ZoaV3pn3xPoQgAzAVjDNVqN9FAFPBTNMddJeu7AU+f0UO8Uq5LGTQglQgPZpgudJRH5hkPJsAfzcQfHMmTMEe+TFra2tl1566c/+7M+ehOIrr7zynKT4h3qUpQJCFx8Yjp0SeIAHogNM21VrHgamYKbT0cpQAnYTfYu3LgAH8caOK0nIiVQXs0z5SICF4pLSgJg+CTiI1i1UOlHVXEEiAFjxVGb2Y3WdNmwAfAsj5qZ9Kl9y0ey9Y6uNuXGLbs84ahQ/IMBYpsKjeMxCcRUdit5My5tpdfSkS17pHQbzRIlKVG8NYJkKk0QCUaISssedkkOFdkzBDFs+Y4rddOLv7wX+/VGW1/eaRBW2iDjye0MK1uPggXVfyUJxBka8YLAJLW1KCWl4HK2OZngUVSLVx8Zzx5PO9VACRKAILHnURB9r7qKF4m4uuib3OSLlEbrwlzHLSGtpxIHDKu45Bnccg3uO/rlHyY8PhHlaoJMNIt9rfWYw+T8yFEdmkLxIftza2nr77befT6s4Uoem+5hlyhZPbYfT4sC354PvzPucktYoTQb2E73zRvuSVyLyaxUodrBIxWdZccHXIOFiA7BHhIQEGaAilYQEFWAihYQ0JGu60MCeN8e3sOfNjWomJMBMp/cj1f2TbEMHbaaJ9UDtoIwfjwUMCdxnVIofqEAkp3jTMpmSKz84FlDUUX0YKKZrGOnd/HzVn1WInvsokEvW4eBbQaFJLiHIXVswp+oIMdEZSkAJoNJtRwkbGfzgMr0tQwAqwLqvlG5qbqEK7HnzQkMz9XVgy1vgWtjy5Cx00sCIv7m5MbEbtTA814VPxm5Cq/yoAIEqDuNqXd9rNtxCUTeeKrDl4go9zcW9t+a7b00ZmYKBrUyxtXF7e9zeHXc0wwAlYcLeHLe3iWh2ncexAOUzKj+/xYX0vEFxZ2fnpZdeeuWVVwaDwf7+/s7OztmzZ1966SWr1fq8QXEw1FqkqcBRojZmzVxYik2zCltBBJhmq0wVGeAg0V2yJeOlYa4LAyM6q+C7WLEFuUp7ZA+J4CtRGbT12oujaNVCcdGqtmG3ADpS3PPmFIAOF1KVgQoIDex7UsRSHYdKcQUykGvgyMcRL84aknw1TLk6P7nnm4lihtW2gKDQ8PGqDCQauLsReP3O2nawWgdqwCKVlPQ4qg4c+TNCrU9mpQLzTG49qOYaj7F6cJJLNVAHUgpur/odRSgAL/eOgqIAnNus/OSe78Ze3sCIH2+HK3qmMSrjKCy3dZI5K7Xt4YICVAER2EzCqUAESsAjX/W8kTHROZI7NdPpD+dsfFfDXqiC45gGSwXYcnHFLlRABcIVWJP9DCAAWYCpYtJesxYwxSrTbHXKXp20N8Yc3dtOnF0W//qy7eZxzcCI+YFGKbW/9UYhzx0Un7zwZ87sO4fiUHe0cgMYmYKjqum5okO8N+82MoV5WvBUtJRgBbi7enJ90X0iPY4D6Vh5zV3ci3dXPCVi7tiomKgMCLXIt2GmOQudjFcfe6G5Ju5vh44TrYbuTxYbWKSSexHVnlDqejY/38CyLboXUvZ5sF38fCLwqiHoa2MrIBMGxRosLVJJC8WtB9XtkJpSka7DQnFj6ydGKlfSoThSovb1Fjj+Bs4b7dm6tkw7QFqGNSRVAAudFIElKk7AtntSiLewy2MpjoU4Ju21Fb9iobhFKpnsYNHfjXbQALpAHdj3cOW6pgEkcewItEEJh7FaXffMN9xCrotNN2+mOROdu2CkjHpW4/JS4M2pQzOdMdNpI1MgWQ0DU5hhqtNsdTOFDJAFMsBxFZP22rEAA1OetDfuOQaWLH581/vb2fA/XD94bdY7zVazw8fa19E3PgS+OOHxdTDzpwRFnGJZvysoDnWPtA1UelikkkZGmGaVKVaZo/PzTO7qokfQlWiHiaaF4lzZnoXi3BIEgIrVdl1J4kqVgP1Ye54WwtLjrAMTLe+4+FwLW54cgQ0dLWQqLeJw0pFSqIqjqMpLWsK9ASRaMNG5RBUNnVapA+kGTHTOWcdtD75/idrKwS7Cnu5IQKKBbX+ZaMeKgNmWJIteBOg8toK1vUCZvOLK9tzZTkf/7C3AlsPtzRiRoQ51V3PXX94KyO4iZMDNSYl8rQ7EFeyEZBGYZcq/mwlNewYjUfh9a/Kc0TmxE8u3UAciVRxFlYbOANOxcqyimaYGsOPO5NvavhOvgI5K5O4VgSWvnOppwgBPFVvJYVbXEi56qsmB9twpgRRnmem0heFNdOac0TnLlFMDCABTxqS9cc/Rv+3ADQccwF0f7jj7k/aGgRFzg8c5of5TQPFrLa0/ISieHu12+zuBYl9f63RCvWzYN9PpRVeZB8LALFNecJdzPSzZkqsuQdTQWLdQnIVK+3V7WOrAROeOBczTQlCCDLDRIlfujwK8oIy3x7dl3U1qA46wkKwg28SehydLlg0VuKqWiyPq0MNwZd+bbukL2hqSwipmneoPLtNXaKSA3UgzUsNOuHF3M8Jk+sTOcA3sB8S2zoJ6cl0vX+drWKbCXAN0Do7scCQKbwO7QYkWHrOpxIl1pJsLbI58uly1cxzIEY0OMW4r/pohiHeXOJIRHSUwVGDHlzfRud9+tHlvJ3kQVSuAABgYkbimIhCUwESlhq6/23VzhY5mPMOSFjGSvzmKGBUgUh6wsRIhYxRgw5XJjbxWccjGZRJJmtzq+4vRiYOcgREfMJUgEAbe2xB/N3tyz9H92xvOX87xf3vD/qoheJCG/OXCyK8C1z9VKH77VrGve4mlHpaoqLcMARCAxBBvTtMfLgUtnurIHeX7MNEZC8UFy5r4i4lVd1xJEtKcqPj1jfUVT2WkQWGjxURlUAfybax7xFQbe26urVs5FTiOKNuegqK7jg2ACovJKqiwyFW1NZdtwOpNK0CwMKS4ThaYcrV/NuY+aoIHxjcDixQXVbERbkRqmtPrF7qjjKIKrNjCIzDvBCrvz9GxBk6XSi1R0RLg4DsB4fG79vxFC5VON7W/afVl000ogDMpBwv9oIKFGH7/wOstoQpQiXpE7Pd0qcBecuCWkAciVVio9NVHwbFdzkJxZiphZAo3H3lJtKwC8crAFpNHmoc1dz6rR4yBCo4StfonoU5gueVMF/sgsIyIXTqh/QUZMLnrm2mtRiQLXF2N3j2uvPUwtJ5BGLjrwxU3LrlxzYVxe9vAiLnhkxby8RL95GJ5mjZfnx7PFxTJfz+V4j979uynOJtvFYr6TWgDFeCI61oozkxz87Qwy5SnWWWaVewV5IFcD4tUcsldyQI7SSy5K0IP205O1rnychub7my6hzV3vgLkOyDgJMaNjkrzdGHZq4mbxSYOXFFiAbJNbHmLxxElIQ07pyzzfrSxcSIp+vpoAekmLBS36xPzwK6Ev7589IbBxwNUCe8/OCAu34iY6QDWYDFZw+nc4KibhgLcXQ/GGmjpV8wrvSN/Vtbq/YPEYnMK9kLVqIrjoJao4GQchQoE0su2aBFY8ncsgb7B3cwAFipd07cYCVikuFGjR1IAOeqsY413xnY1pbuRKZw3MqQQbJ4Vrj7yvTm5PzrP41fX18b2U+T5L25svzHFmuiMheEvL/omrDyJHi8veiasKROdMTNZI1M4b7QbmIKBEUnv8xmmupNGFuCBQwljjjbhVz9y4JYTr5uSd+29/3aDetUQPOQhfyob+awW2vMGxTNnzpxO8f/+97+3Wq2kTurbh+IoMmwAxR7enbI+CrQJPZMFtlMwelrbHOaZ3KpLKAMlINTEP1603NoIE9ma2MXycSBe7td1otVCcbEKVKAGlDqwOmPkV9kO5mlx1Vsd+WNiE1ZXUgGOI0pUggLYIwKJG9tAoYFNn2iN1KzedFs/7qICTGwFt/3lDPD6kvivFmEngzywHulHahpiV2xhRb8EyS4SCPmybWIhCR/j56uubH8vUMnVtM3Cz1fDWZkYH29aiuRqKuDkW74CJODwhBfVASFaD3zpUm3YABiu5SzDo+JRAr+Zjb9uSroqkPXdh0o0QiWMtK/OWCFVbo+2lUUqOQovXTK2Elrpc1ZX4RQBAVgLtwJ17WwPt4StJNLQSquMTCGrl3rMexvhofbFLYaGJ3pRJQ/MuZuHeZBCkFmm/P5i+O5xJQrYyhi3t+84BitF3HDhigtXnLjn6M+wEp3qjojWZ4XJ5wuKwyfyiq+//vrLL79Mkhmnp/stVGYMdb5eBvZSmHfXssBuGpP22msP3O/M+26sxbPQONJcD0Y6a2QKy+5yCcj1sGyLRksDUidBxZVH3sp+sh0r9wk3E69oSfxiB1ueTLqDTU9eBcQW9txcXV+OfBv//vHGYaym6Hk/e7iQrEIClm3RkarmyJMkRQ8H4UpIQbyF1ejwJ3edtxxDTx2b4frdVT+J5eKCfJKSCddarPWtPl7VbdQIir0hGsBJRg1kZBU4CAhcHRKwfBxo68q+FrBoi5WARSpOXL4TrhTJ10kI6kuKsXxDBvLAlbWku4vfzMb/vwX5r666r++JO9EuAZWRKYh62kDVLS2JApxRkat0R1nHTU8+29XS/YcRJSxj5I6S1o/k+borV+xqtSbrrozY1WRxa+GWv6UVnbFlbKfAAxmAqWCaVWJDzUe1VTDFKknA4qpMs9VJey0E3Hf1/tt15t/M+V8a0zec+MEN7/cvM6+bkmcMPgMj5qF5DV9/8T3vUCQ/drvdt99+G59kUL9Rtc1wFBn2MXuQOLcUnrA35t3KbgqT9sZRFSkgPsRDKmuhuGBpSCXUJXclOcC6S5D1hD4Tq4bKqACHiaaREVY8JVWXjzgixVRZyysex9TbjxySDrZiE3tujjhsB1E1KOM4Wk1JvY6e3DuMKGY6HZMxciYLdex7M+kmdnw5Urx/fiG0ksOYo70e6dpzw11/mfjJkXzdnyqTOYRzjZO01ND9T2Ihe58ERhtIq9gPVorAgi3RAQgn0QZYvvuQyp4UenW9F8GKLajoz5eouAisB2oGpjzFNs5tVq778Y/Gwn0vnCqMtHhnxTe5HTmKatTLUbwZqGieagVY9+bzLTSAGpCQYIvJkh7+ETaIvMsakmKK9i5rSIrWHucbbfEa+fd+CReMNhOTNjHpq4uu+9Yk6alD3NRZumRkCmY6Q5jVGbZ8nBrkAbastc+btNfuOOACdqr4yAFjHld8MOZxy4M7jsEUq9D8YFQC0vsadczPHRR3dnb+4i/+YpTi39raGlnF4bdYmUGyalSqueASM0AK4IDlGC4sBoknY3bLJGlxlGxZKG7dlSsDElDsYvk4RBAoAutB9crSiVeCDJQ62HGlHqfso1JYgi2qRiQIbey6uVE5T7GJVW95N95OSNo6c0Yz6UqHQPcoLLszvT1fpnWKxfGU8M60ldQlGl3qbZvs7uPfjd6QikB+4EnJ6qmebkSdsx8QM8pwlGdfo0IjCzkShZNfZWq4vR5w5MnpUQPopIuZTqu6WSOi8EChQ7awgzTubHPpJpJV7EVUHrhxXHvVzP/LZNDdQ1YnV5LSYJFKzjO539zavruTslCcNVZ3qLi9lyUUdBZY8DUSPc0d3Yx1T1TN//TJ2Ev28jrdevWR38BoHeUuGCkjI5DnH84dZfpaa9ZNRyrf19rMrTv5fE+TqvtFMMkaqbp2lUC6YBkZYY4tRoEI8Fe/13gAACAASURBVLEH4/b2mLP32lLp58bir5frf3nV92tL6QeXbR9RrQl7Y5qtZnRR62fh5o9zqiPIjezNYIjB8IvqYJ/JeI4Y1E9fTictbamWgSlMMZVptjp+mHtn3n15LcXpfVm4AS7OURaGPymjBGT6WDoKR0ogYDiK11fchYNEe8ld2UsOVj3Fuu6O7uh5xVwH09v+w4hM7FWphQNXdJRem9iNLvsk9VTPbyZSSFTBt7DnzatAoYlDd2xUpbEbVSkBmyfFeBtvz/uZJo7LmDrKlYDjYCEr9+uAqDferwGxJi4abSndpISydS9fr+nYO61EJfUZthyMTKGhr7MOkFBhobjjYKGle60qsGyLEltkYEQDUyBewKItkgd20jiU8K8zoQde7HIIitqWVAK2E31XFQIgAgEZ7827Z+gSIWyuLEffmLCR57NM+Zc31qZ2I4TIeX+OJkSOic5dX3KtB2qE094INyJ15IEMsBLqRhsaiW315/gGZKAK7PnzfF3D4dgj9iAsk9rLUHEwTwsJaPR4Fri8HH5jxvfmw8hmFlYJdxwDcx7XfbjkhrmEKy5ccuPfliu/NSYn7E0DU8jrhcufJFqfFoqnx/MFxc+z19+cVewA+QGMjOAsIwNEgEl7bc5dTwFhkNLb2hSrzDBVVwX5PpapMMlYEKZ+lilb81ph64q7QGSlpQ52XElVR+McnTMwhU13VgHoqByvaItSbGPHkxYBa0yNVyG0sOtO13VTSaoWSUqjrUttVmzBqAxrqJyUBjIQbeOjnfTd46qvg5trQaI0WLZFiYqFFjFhK+2EZAvFfbSVuLGRMNNpC8VtBOvboXpKxQhUIygOMCRQnKeF9VAzc6pUysk33EXs+stEfKNRLynFI2LDX020sHtSyDdQBxiu7ilrPIqjhstr/OWFyEiALp2K92TAFpPjFa2OSQU2PYVMR6N5rBElLGt7x6fyiotUkgj3SoCFTpLtIAtMs1ViQp0Sdjksu4pmOnNpwTtuzRI39dKCd/IgQzrQXVlwTx/yRipnZArTrDTFKu8vBNYS4IHjEibtjQl7MwTsSbjlhCWPm148LOLX672fmqSFEm45cduJMwvp1+ZC+xktjfz0JzR/oX/6HEDx86b4zK3iUG/FK/ZBvokZVvr4qPD+UpCU1Uyz1RmmOsNUp1iFqmCHw6KrTJLRR8nOqqdYBo6SjRm2fOlRiHhNQg87zjixWvkONt28CuS7MDKFBe/jFNkoblSASBW/u7kUULTYI9/CnpsjC1FoYteTpSIVroqRVFUG9iLq1kmJVBJ5uvjFpG89g4sLfjrVrQCxJnYClTqQqeP2VurqeiJSQwmgirBmNE4y0MR5I2MNFht6pLdsi8unjsrIKYPdoBSt4zBQbOgB6ootXAFiCo6DhZEklZNhZITNSFMBMtUBFRJkHSoScJxoOCq4Zy398iNbVu8afhSvByRtM5J1x5gwQ6ly2xEpjijlVVtQ1QG840qN0v3WkBRRQKC4E6hEVS3Rem8jNG7NmujcQ4o/b2QMjMgNIQDTbJUDUgBTwU5ao3DYMnb5x+K4OXd9iwcHGFy1WUaaYaU9AVOsMsNK5yzBVw3BW078P9cdHzD45UrzZybpuht/fc3xoQO/XVJ+MZ+/4xgYmIIj0xgRrWTa3c8neD5znY/KdJ/JUv/M8SWgeLpoePT82VrFUXXFYWo451QyAA9sZEBSYaQNfhgw0uI8LSy6ynlABFJDzLDSnKcVG8DAiPf3EluhagnIdrHqEkj6vtrBjjNBcnF8F/NMbsVTkoFiB9suXtH1NEy0HJaQ6cBCcY5sf8uTGRVAiU1sewWujT0PT/w9NpzjqlraOtfEji9/EK5GZWSAV1eUf5ovmWJYj3RdnKIAdhEHGVhD0p6/uBNuRGqaVbFQXOlUGygTk+brWLEFkzVUgCUqPup32gL8fDWQa8iAK9P259uNU93BFeDwhC+ofbJfcDJMdC7R0kq69k+yqSZkYM+TyjUgAw+Z/Foar5qzH+w3Qh3kgVlWFPRKzoN4Iyw9rt4YUUd1LZHTaY4gGs2PVODztJAB8oBXAhG1GRjx+qL7wV4400OJRMU1EEbX5JETQ/DAURV3jqsmV9XAFC4shscOC0ZaNDDiFFv72bWtyUPBwIi7aXDAcRnTbHWWKc/RuaM0ssBBBXecfRdw0wtTAatV3HLCBVz34IoLCyXccSABUCLeNQXfnnUymb6s93TtjdbcJ/H1GZZw2Mew/11C8Qte/yasIimwqAOHsdp5S3DC3pxmlXfmPZP22hSrzLKigRHfesD8660d4urwA01JQwuYZpVJe+29OZdbQg44Sra2nZwK5HpYd2WITCTXg5lOO3MDM52mBZyOG3ddyZbOGU7thNe8IqkkLjZx4Iq29FUYLOPuiiuuVw83AFu4vO0pkDopQjbsRprXdws/HIv//TS/nsE8LWjyLkfp5lo0qmpKtMflwlRY0ekWr9CxZ7tktruhysfrXle2N4JiHTjyZwnYFL3O2J2Sw0KNRLZZuU96wKmA9STvyPYPQmUCoYSMg3BFBdLVPhMUZGDNVz3p4qYTPzekruzJb8/7DEzBRGcWqeRRVL297E3p9cGHsVpYesypEheUiMI33dliR6Op72/6pnZjpGXjeaN9L9kj2UKLR8n1tNCdUEQK4C2DSAXm6Nw7854pVkkMkQXm3PWIHhwa3O0QNPNoOWm9OWOfZhViSAXAUYKBEafZ6oS98XfXrP9mjPxhkXttLnDP0f3h1eOrDP7mmv1f55JvLiTHbZVJe+11U8oP2IowMIUZpmiiMyPD/qkWdV2gh8fB4adh+Y2NP14kNXr9yWLFZwjFoV4ccJwaMCXwQAR462HoUNKabW/xmGarnhIyA5hoYY7Os2XspEAIugV3mdTR0Qn1pIQKUOxi28mVAG4AA1NwVLCX7Bnp7I0FZ+mJuLHUwrYrWwIOY411T+E4VotVNCmc2MSeO6kAuTb2vRkFoKKlhDRs6KYgUMLrNx+FFM0Zi7TwwXpm0ouPbPVQG5v+igykm7hotIVrUAChjoOTnAo0gWJtcODj60BXa6jRcWWaox6NrmzPbEsqOhQ/xaamFWyH6mY609ArNkipVLKOuAprsCQDB750oa7Nc9+rPV+2RUtAUMF6HI94vGbi//ry0bEMSQcYlahP7YRNdIakFi4YGSMjkNaS15ZPxnYTFoqzUNzVR/6x/ZSZTluo9LUl74ZfK6cMVHAUrxOf31/GQaJNDsxadCvxAR55JBOduzR3lBloR9ZxDYi6L0oA+dDduLAYnDwkOqrq+wuBjQRGZVYGV22KrZ2zhCePxP00TI7SQQYZYN5RsWZwVMKkvREG7jtbO1nyY21TQBC458I429gSMObsvfUwaKIzi1TcTKfZ7OD0mV+1UfnycwLFT+UVe73eSy+99E1AcajTD2QD/sDin2KVyePiRUtgwt6YsDemGOmdeTeJEhdcogjkgL0UZhlplim7KsgD/ABmOk1om6Nka9mVJ+l+E5WaZ3IzdOnj/cxmqFEE+C62XZqYu6hnNRQgKuPWkjMoaQ12HZEiX24SxkJoY5FKbnlyqp5Go8P5fQ+nAHwL276iCOxF1KiMRAvvzPt287i2Gs8CjhKOU4NkE9ObXjbVJn5RVKj7UhViWMJZ9SQtjRRtxNCNUu2P6ARXx5E/SyIxro7DQLGj37QGsBZobYQ6Lf1O9gBOxl5Y2vWX+DrqQKbaI3ayDniSpXihrgK2ZNNVhgBcW407+/j3TfX/vRfbUbUuknEJx9EqMWJ5YDfR98koAgU8Lh0mNfsLXjXW16ouHnmkdE+7OWvufKanCVYtFFcETiq4uWCf2k8aGDE6gNnTSA0hAp4SjpItGVh1ZM8b7TOsZGBEcq5BVLeH8656FDC61FlWNDLCLJ2fYarbGXDArLO+z0MAHEXM0wIP0CKmWWUniylnY4pVDvOYZqtbAt5d4n704dY9Sp2wN8Yc7VuO4R3HgDSn44H3zT7DcYZsPYtUctnmb34Sit8xg3oaioPB4OWXXz6d3z8Nxa+Z4u/rCbQjfkiXwQNxwOhStUYYwKRdsUnaFxMBzj5wvDvnvrkWJRqrg0TXROfcZU0BZ/I29lKYsKY+XDiZpYtECkf2PFtUjZahAuXuJ3hUIyMcC9j05IU2Nj15GSCtENloPl5FBTiMyFue3HG0Gpe02rk2kG3CTHMbJ1JFp23W4/jVpPvmUcPgbttSnRKwFukf5rEaUE+KcHNVQggdB3KC3CVUKnne020akcKNMoqLtkgDKKh920lGBuyZni/bHtVntIDjLB6yZZLYGA6HxIm1+nPHwcKoZtLq4zN17fmKLUgAdmM1NMtIH65lzqxU3qbwf1znfzhTdve1xjZZvUNxSMZBTBlpaDY9uUJby+/HKmCiZRKjxitgYxVCC51I2EsOSJ7p7mbkrftWI1PY54YrblHsQgYcEjZS4AG7hF9cWxuzZuZpwS7gmGvnNflbPQ7wgMHd/Oera9E2skAKOCphmq3upWF2lo1MwcqDBw5KmGDr02z1gV3+8ZWtNx9G7tpq4/b23105uE03J+zNtx4Gxx3NCXvDmkMWMDikKXs1AoSBO47Bj67s/f2H6/tZZHWN3hLN+flK+7lyUE+3mSJa8DfeeOOVV175o1X8X2q6hKepDvDwIHrB4p22qxNHhYvmk2m2Os1W7x/lP1gMTLHKlL1qYEQDI74757ZVwAExgNQlusvIA1P7SQNTIO+yeBQBiA1g8ShFINfDjjNBFhAbq8TLPQXge1jzCApAKvqvPvJLes/FEVMqAwcxhTQCJ94LHansubkm4UVaWD+RrBGFdNMoATtV/GgstC7iylq8AqSbODfHLgW7ArBgS7RGnU6pcOeTz0neoqD2Dk8y9VHcmGm5s622ntnfD5bMdJrIx8loA5sB1cgI2VNVi3XAzdf8+fbo7ziTcqjQJVekUk1XBX4V87SwGRtywNWj1q8tlb+Zlr4/VvinqdSFNWHJo0o6pbzuzaf1qouw9LhOX9b5JBIGb3lyxQ5k4JFHurzom9yNkxM4Pt7Pkazgaqgbbmg9mu+sBcat2RlWurgU9LbBAfYKrKlBEVhwie8ZPYQd/WAxQI67MrkUIy3+y5W1saPSNKvspTWZq0PEOaP7nCn08bGUBGad9TUBYeC+a7CRQxgYd2NVwHYZY47ulgCqCANTsOaQAv7xyvpZY+ANUyIIxIHDIgyMeMlImY9isu6dPkdQHOqVGURtA6Df749wSBhUAF/HQR2eSoKZ6TQjavaQBIfbPIzOGrGNPLDFY95d4weYp4UpVpnxtCPALCN9bM3/8uqKt4zMAEuech7I9LDuykmA0MWKM1cBxC72HHFCqxwkm54qBOCRv/brG5tLHrUC0LEyyaG1gVILO+5cCUi1YaE4d6a3486MOiAVG1ii4vbccM1XITFnvgUznWbr+OgEPxyLj9n7S/5WEfAWMWeNEAHKEhUlrABfh/VE6852GootIJyV/Xy1pYPKwzdJRpH8NlXD3Y2AiE+cn7FIJSN1WE9VLSqA2ZYk7RhPl1y1gRrgq+G9eed+pCoBGydSrA2vitU4HqVxw46/vBz70d2US4GJFoxM4cbyycRu1ERnHlL8PJO7seyd2ImRFP+1Je/EXpJUxowiRjOdXvLK60GVKCU23EKmpx2rbGDKdgmzTPnagmvfX64Ajgo2U0gBbAWXFv0TBzlyJmwM4AGqgm1e8x6pCqbZalLPbTBlXDR779vE94wejtxblqf4QRY4KGPc0YwBB2V8zLZWBXzsxW8Nic0C/mCOnTX6J+21SXvjXZPfyiML2ERMscok29wTwOSxSCVr+m18EocjXHxFnD3F+BJnZnzmzL4yFIc6Qe/iFG8JeeCIH14wUjOsRDrATzESSSFOHgofLJ6QzdJTQhHYSYMk9+dddQ6IAEam4K6A62OeFrxl8H2suoQSkO5j2S1WAKGLJVsyUEGijzcn968tuT1VRPtY8spVXYzKlfvEeKY7+HDOtuYtk76A+RaWjwOkL7gM7MeatAAznY7K2sEb3h5+fj/8a0vl5wb+QMIuj0gbl+YOOBkqcFKEPVUjLqKvAIZvE+mpswg626/rsp7DYD6vDMg6OK1EJb6rl6+bKN6ZG7R0jkeQu4d+QQKcfItULbaBhIrdsBJVcRwsjCTdrmQlmm/JwIq/ZmQKpIgxVsVhRJGATV852sFHB9XfmNQf3cvdpZEETCcIdTX7kwEWfA2uq4WIPhl78a6gR4yk6oJYPyNTyAMSEC31qHiVlIyOr3nv7yV2ONBVbKe0k1XnacHkVqdZ5Z15X2wIDjCFsMZjilUuLAY/PirOMNVZpvzBYuDj4/IUq8wyZaKAMzLCPg8esJUxy5SFIUqAo6idnDfFKueM7hlWmmKVCXvzDVNyVcB9Z3dLQAQYd3U/ZltxgC7CyAhGpsADc2xlni44M726nt44vc6/zePuvyIUv8BBfZoxsodUXLlsZmeZ8tRR7taSnTBp2zyYEjK6bZxz13m9Hmothg8XAgamYHGVBCA+wBRbm/H2OGAjhWl73SZjLY1ZX98PvPUwOOfpLIVxaSlMvsuLRtuKpyQCR/F6qAIZKOh5xTrAREV/FQJwGGu4sn0LlY5UtfS3ChxFlRmmOMNKAVk7DeIoIhkZYbuIay78eDr903suWwMT9qani6Vgl3CbLcBfHNpTDQI/Nqe1XSsCU87WGKWQBtsCYKL41qkylBVbUAW6ejMbT6buyXUP/IWcqslfvGkpklMIO0pOlWoAe/5iQj8YXKwPR2i0UOnj1CBQRELGcbhI/O39k2yuCTYun5Tgk7GSxFQA/+u/2X/4UZGSkdUPsdlMwi1rLfCkUxGjBGzoyYwisOCVkz0IgEPGpUeB+/vxeSZzZcm7HqqTpiEmdz00hF3C5UXfg/1YeghawloKCeDSRubVB77lDParWOO1XL/B3dziNZ+IAwyumpER2BzmmdwhDx5IAbNOdYqtvfUwNGmvzTJlIyNkAIcIIyOkAKqkqQiORIw5umt5xIEHjtoMUz3M47zRbqIzVb3KtKsvzS/A4XfmoH4xFMkrXw2KZHk50k2HCJ4Efk4lD2SGeHCQumxxGRhxhi69Z/SQ8I9wa/cPs9fWYgSW3BBGpjDLlPfzuH1Y+udr2/cZdYqt3T6svLecHLe33zSFJuyNO1bxUWQYHsLkbWSBZB9r7jxRPLKxClfpqkC2i3VPgXCG11f8v725FpRAVs9RRNpxpYhnux+vk94580wuVIUIhDq47cQ7h8O/GePePRiu8Ah08J7RsxjoBNvY9FeIcsVCJ4sEuqHCh3NH80zOQnEmOvOHh/4ptkYkb7NM+fZ6aFSTFcwqPl5pfFJTSjaFVVuQECSkvJj8+4wytAWFUbKxAWSVLh3MNHSR+mFqaHFVCJz2fJl0EyrgihcjYlcGFqmkCCyfyLsCfnhb/N7vT84tN2ao7ixVIbXC1niLuOhbnly28+noUQX8Ei7OUUSGeulRaDHUJ1vnvLcRHaIE7AXKU/upGaY6xdY2UxAAdxnvGT2T9tq5R4mFGA4kjDm6/3Dj+NaRMsNU35t3T7G1SXtjhqleXPCfeeCYZqv7ac38siVcNHvfm3e/OWMPA9YyJu0N4sSaHQWKH4iAhc3NMzkeMLEFA1OYYaXzJu/McZYcv2PLgjTd65xel8NPQPEzMflll/rTj+9G+NYGaL5HlbCbxfix+E9XVqfZ6jSrnDfa/cUhaQ6/e8o2RoEpVmEqsKYGRkYgHsikvTbF1mZYiRRn7HP9RU+F8KiOKlJDrLhF0mPqpAK+r/2Y62LZFo2WtaqoQBV5INbHO/OeGbYclJDtYJFKhiWNZki1QUSSJ4p2vlIeWEvg1YfpXyyo/3VG/b/GxUtuvLtZ5oAFZ8mwHy0B3hIorkXcXSMjrEX6JjpnDVUd6SYJpTJ1bPvLZb1Wy17ER+uRRYojIhtPru3nqyOVKV/DYaBIXNysgv2AGGlgP1hpn/Ivtv3Spr8ayrdGFVtWH59pauIEcl5iHWgCCRlUWGzrpzWWgONE46SCoIyd2MDoxx0G//tv2ds0xhmEepCAiAQjUyA9UU10xkTn5mnhdNXFpbmDbFe7Y4tUnBxxY5ewwYGpYoaVzhvtfB9FwOxtBQeY87TeM3oSQ2SAC0uxCXvz3SXu1pESABLAnLsZ1atwZjzdrbTmE9ElTLHKHx7635n3WXnkAXcJJiZNLOe0q7mVQwZwFGGiMyYmbaIz5GGhuKreM2X0aH9Om5wvwOF3BsVn3lBjqKcuil1cMHkm7Y39PGacdXLTN7NgSqgAYh+zB4nLFgcRBN8/5H9xdWmWKT90V/NAaoAZVrJVsMZjwt6kJMQAAyO6KkgOYGAKJm9tJwWPBL6PZbdYBA7ijZMKUecIfgkicBRv+iXkgY9WQtcf+QyMuJ/HDCtFJK3g9TCu7njSEmCNdxZ9SqQHIyOY6NyKTw518Kv7vt9t4fuzzf/tRv6/jIvvHfRX0gi0cWfFQ5ajmc4USTGUPXV71e+rIQ94CvCkqkQbEMlrGUUCG5J/qwD7wcpWsGamNfU5gaKHb5JiYuJNuDLtOTqnl0oBQBsI1zC2GR31KSQ5xoNQWQEcnOwRQXGtSLFNnFurN1WuowWwcfWkAhEwM9kisHyi+rsYY/FfL5X+p5/QP5ssjTmHyQ5E4OFJ1zfQXEceMPua0b723OKtp3paELjt4vMdlACLR/nl9c0xa26Dg8HXjQBF4N6ab9yaJV2JA4C9gnNG50YKBxKWeexXcW4pfuaBi2j9LywGzz5gp9jGNKsYGNFIi0R4HAJsZcxRRVt6SLTHi/bsPJObYcsXzV7DYYoY+VHWnmiM+6cW4ZML/vST007fk+Mpl/pXGM/4zIwnBH2nPqe+f5eHWLAXSAAwzdRiwH1GHT8uX7CczDLlWaZ8cY4KFvqEEbGlOmuONHEpMwNcMDIGRjQyBZOrmgLiwMM4/v1RZtzefv2B+/yj2J0j6Wc398ft7dceeM49Sk7YmxP2Bl3FBod5bzsF3N7P7+dxZz//kw+WP1yOWbzNg0R3zZ0nX6otJm95MoT29Mv4aMlpojOr3jIp0ssAqwkYgzCk8Lcz8n+8zv+fV8MXbLjjgKeHj3b4I66vAtkGlgINXxcGprAbVpxcTTs1jYq39bJjW1AQ5E5HhyIhaYhgPd7Ah3PUqD6jAxz4C+naY4wpwHtzDrqIUXK/DYRV3F71Bwv9UVVHHdg9ERItmG0pkoQgecsGkJXabChfJb3Mbaki4FGwlkAcOL8urBRxyYE//93J/3I28NYhXjUJ4/Y2qYNZ5jDnx6S9FhpoxfhOGZsJZMn5ikvhM/dt87RAKhXjA2QBh4TNFJgqPlw4WQ33MgAlYdzeHnN0/zAfCQJHVZwxxW47cMeB9TQ44KiCSXtj4qiQ0ZFvK2OarRoY0cgIh7zmpjpKmGGKBqZgonOLFFcefELwffrxpZoafyYCvzMoAiBnZpw5c2b0er/ff/nll0/PafhEiv9JKD5+O9AG3Cl50Z618rh/VPynK6vTrDLraMYAg6tBAvGNDOgyJHIYU1Rd95XI9lYawEJx9jJIrJgY4s1p2x8e+v/hxvGuDDdw196zVrHEY/IETmDCDxdw24l7jv6bptCkvXb3oHTxUZTsuIyMFLCZgJccJtXFIpUMVVEAEj2QSvNln0QoxHgHxCsmR1C8e4CfL9T/748LFz2YCGNfxuU1fsHf3ogN/apW//rqrbXFQCur1yW2gFRDS2MQLK3YHkvYYrmqNy3X9VvkzIHJ4jBQFNTHbR2VU/UZvAoDI26EW3W9Eq8N2NNtVxFLtmRd510bQFzBrTW/R9QWqIOT/UWtxfieN8e1UAGOE63J7aiBKf/q1s6NvfzFNf6+H+cO8Z+u8P/xav6ni3j7GDedWObAAdf3xOvWElEFT7PVy8vhe7vpWaY8y0gfPIqaQ0gAKcAhYSc5EAC3hF9fXxmz5jZTmGIVDjD4umcfBhd4nN+Srh0079nxmol3AmNevG5KjbON9xejv5/xbPGgKphhy7NM+ZzRec7oHGUU3SKI2s5E8UY6m9XP4fsk3r56l9TnC4rDJ4RvW1tb3/ve95603SOr+AUghO5oSUMsUkkznXaIOMiAKiEFxIBZZz0GTNprvze4f3Zti+x/04epK2aHkSkYmML0IX91wTHP5Mjp8FOscvYB+yjQJpHkWhpjju6EDws8bjvxSMRNJ1ZE3HZirYgpH0JDmD01AdhP/P/svVd3HOl1NrrsH3F+wbk7F77wWt86F/ZQ9mj0zbK85GMf2R4tW1a0bMuakceSJpPN0TAHAAwACRAkCCKnBtDIoVGN1F2dIzrnnHOoDlXPuXirm00kYkYzFqWjvbBmitXVVW9XvU/t/e797L3rC7p0BNhxMaY0EsCuo0BUYgTYcHNkki0Y0t4aZuS+KTo8Zygd1DGkyPWrGp1afHcs/62n+e+MVz7YwFMrzMD1BceQxJsAhLSPtB98vGlzZZAD3GVsGaNk6h9E6hpvkUAxUMSOMdRK/LeGSkZPgmmZo6GaMlDPA1JjgDLF3EXsmOItgFUAvT+vC3NbpkSw+LyWB1n1KX2MJVJpJTe5c5iSh1wVHorZprOnAlizENsZcw5COjC4aYsBB1lIHEwE6KdC56e951fKl/Yw4Md/z6Z/1Ge4u525ueT5aJA2N/hVnDSPJQ9f9DkATBuqtgY8wH4OPTuZGV15XB6/MUE7WXiBcUNNEsFTZekjoXchjn95oOnYZ5djOL+YvCrDWw+t407YgBFt9fKUjgS0nirLA6oyKXKTAowxjjx9OoR5mUfryZTalnxfYjH/Vw6K7QU1KIo6d+6cQCC4ePHioZGdBYp8kSgOC3IvsfR2/ZCFMSkPD+2F3rkzPy5PTqhzVmBIV3MBHsAOjGsKxD6xAxPaYrAZ5BX7Tr4XqQAAIABJREFUMK4tewCxD8SgHVbwfRfu7pUuLiVu7Te++1DXo8aHwuBHQm+/qvFUWd6OYEye1GTgakCkT0cAibu2pEvEAHed92qMKpKDyhKBIvHjk5yAzmXPgJJZiuOHI7E373u/3h1+8773+/3W3RLGDI0nO8E4cJDAvqtkZ9Ar9g3v+omlZI421O4ssZH2zHFPnifNtcOyFYJvNKHYMlZLgKuEx6tGbbBabDM7dw7CwSLJigoEiygBwWxDag61UqVIGKMISIxBVai+bY5VmoaxxOCNFkHoQZcGqUVtMg5Ys9iz50mRWEsK5hxW3dgv4qOZ4I/6jONeTPuwW+AV44yRGVZk/qtH/KOOtT5JREj7gjU82bQ+odyT8miXyPL+kO6xqnYALNhgLEGVxk2Ro28vvezDsBHdavzzQ/OgCwMO/HzMO5vAL1er/z4Re6jGv9/fFrngbWYtDjYZyJPycJRFGlDHMSmPKrxM7rgiqF+WvHJQPHThk0Z2tDr4oW+B+GmAjok9IR2YoCMXxzTXZs1CVTQByH1VfQxxwAeMqotOwAWs+3BpUk/CGE/2Yj+7uzKqSJPkt4HdyO15IynOJ01hxYdBZYHAbFiR2c5CGMB9NWaTuKvBXAIDJozZ8cMH6l+MOi4vhS5O28ZNMHC4MONYj+GDIc3bD6ghRWFYkZlSxBb0KWICeWuYkgdGFemPnsruLNmGFLl+FfvhTHjAgkdmfP+xWRTHlbX0vAujiiQp8eJiMEMHVo1pTQIyT6XS5JS2kqHa+aUtKFZJ/WJjpHokotgix4kPUtRBMt/Gp1mQWsj5fTnsHsRSwLYpFCvwXyFdpbKAI4sdSzwP6NwJe7REdIgvVZVaYmnAnsW2rSCkfQnweYzhMnLApi7qZrDtrOkz2HRCmcXd7cz5Gde1ldB9SeqXQ9oBVXlIUbA3eNJmFHgoksudqSzhvuizNhYuYC+LT2ecg8rSrQXnvBUu4PZm/M5+ZSGOX8wmOrX4x4f2KzL811xWBjwy4Efd0vdHDQOq8qCyMKpIXp9USpoWaRi4u3RwZWRH4SkW2xrafEWweKWhyL1olOI4A/VYIa/5FIcpOkzHEQQ8wJC65CK+aT9riCIF0F5mfNfdOaMdVaQf76Wuz9mkSXhALJaSF7zjbssLRZLnhTsBkso4qCxN6Cpkz8cj6kuL/v8ec5xfSv9sPPjtu9qPl7P3tJhOoseMST+W4ujaKfzbA9kjNXd+xi0rwAmsuCE0lINkldh00my5GjPGGln5GBr4eMa7EMeN7WrnTsUKXFvy3Frxb0ewZCqEgXlN8uGywZrlaxCSqHG0xG0Zo0lCjiuCMibSbX0UW+nC+gin9ldazlJ7MGvyZ1oRxRwwJ3X5Ctg/4PMzNAHGGKq2CHE6f1kdxazMwzRnJwNsGyOuEjaMiUAJlRfhXQE2DXFFCHvWLMmHsiSRB7zputwWzpLMDFsuBazq4v4KFvU5Ux3jJhhYTJjRr2poOEweYFSemaL5gLu3wRetWdFG6DDGFPFbi9YPhvUiL6zAgJIZM7CXF/3DDvQe4L9n0x1a/Gy+fEOHbz/0XJHhXx5o7kuresAG7KUxrMg4gSCgSZI1oUdI+3Z8iDfrYnyFaDgy/185KLb2Hx3o6VCskkB5API4n3Ixps5vBzCqSF8c012fNU/RYSHtm5b5dXEQN+OWD/vJ57zTvXQTh34oknzGmoN7brJ6AT2Dn99bIWpzWle0A7MBPFTjrhZvzxV/MFH4q/uuX6yhU4seNUZMMLOYNlT8wLoL2iyigLsBoaFIMD9vKt5bPLg2qSbxaHEUvxg0XFpJ9qjxy9nEQhwDSkZoqgYBsZ2hQyAhY0sOOSBU4nMa84A5Vtv3sqQanTaOj3pXJ+XRGTrweMPyfu/WkrmaAFKA2JJ15fnVThHYPwhGcvVWfyh9sKQNVktAJFeXmYJESba8qQ2gCIzt+ZVRVNrSzVx5COkAZcnkmjpZ7c5aY3UCxR1vo2tel23WUFySmskLgpSozAOUzutnQPrzxIFZA2OqY8ZYW3Fj1ITzM+4FD5zAg61IvyRIyGijijQpPLXjqvmBST1j5eAC3h7Qde0yKzH0qHFLi38Xse+s4ici7s37XoEcN3X8QyHu04vTtlFFmtR3IypRl4BIZk82XlJ0mBT++bLkdwOKLMviRUyeBMVWCuL4juPWjGZMnnwmjV8THgzJ03QcHmBYw5CEMVcDC7o0CQRJ7fk7Qs24PDlBR66M7HXM6sbl0SlF5OakjBQgmpKHhnfcXbOaSXl0kg5OyUPPtr3v924S6BKUnh9WXl1096tqPWp8JsWb9z1/0x+/bMR/zFd/Ppt5qMaAkiFRRKG+suHCDB0yZSAy1z56un9v2bzuYokv1w/MGGs3l337RahZ/HzQ9ONHxtuS0sOdJCkb8WzTsmZMx4FZmY9kOVpirNKVI0ydBWXg8YqB1Pl8uGKONW0teRx7ftjKIJ3VhHTAmeerOaUBkczOtIGKlJkingl/HhJzSkgHUk2OCAdUgPWD/BQdDheeN3hLA+O7bpHC30o7JitSElQUyoPmHGTWOLmoP11TWkJ5vly/k1B5ehe1rjp2nKWDLDR5/NeDLVUe08bakhfjJvx62nxzydWznTRx/Etz3MgeNGvw9Wz6eiWxYWXx4rRt0ofeA/xyNnZbg2/1R77WHX1rGn/Vnz4vx7d73d++o7u9z/Wq0K9qXJy2mcHnB4eBZVP2+tBmyyI9HQFfrrH6ikKRe9ly8VgochyvD+dlTnOkmiJkCEWulXM4pKmSbUkA1ya1U3R4ig4P7YW6ZpTmKJcDZJ6KMcann/oq2NBHCcEqwGJBzZdyiQO77vqKOhhu8MGGS1OG88PK7jWXFzgA+lWNvgM8C+MTGt+4H/7hAt5ex6f7+Hil9O6I5fyM6/td29eXgsOKzKYL/WI3oThTruqwIjNp4oSm+rsPtoYVuRFl/tKUYdrYcAGLbmjysFZxc1JuziEBWOOcypkgDKExedJZwQwdeLTpGtnlq6d5y9gwxQlZLAEIpXyqZAkIFrFlSm6ZsyKpmzpIWUsQH6TaTc1WMf96M7h/e5KON2dnrdl7w57H7kGiVdSYdD5eN6UCZbQKT6ndaX0Ca8Z0sIQ8sKULhsrNnEa9L1jmq6frMvADnzyTrbkwoYjdWzQ+lASfqYq3lt0PqSgh5W+6ONLWYsLI/scD+vud4g+HlM0Gz4YhRe4AGDLifWH4jgZvzxVHUvhWf+R7i/jzB6k/e5D/xxn853zlngZawAGM6Nh1H9RJTMqjpJLYFB1WeIql5g//wsWFv5i8QlBsH01rz8bGxmuvvfb1r3/9dCi2+DQ5Dnem9gjjJA6M7vtvzWiEdGB81/t21/KwIjMpj47sBTpFVp5TCkyo8iRGFG9gSeknwaJkA6tqfjvRQPcsHQfyQLyB0W3nqjlPVFAYWPdCloYXcLDEi5N7sJP61wf0PQ3Rjd6vd4df745863HyJyJ2vozhIB6ZoQQGlDVlDo4GpugwiSWuujGoLChy8AAuYNkFTR4BQJ3Brx6sE7bXiiFDUhNmaTfJ2JjSFn7Ru7VmTCYARQq7PpbwjM3RhtqbIw4bbwmUKdKChzVU0vlKJHDqLKJvzSoLoVXlkbSpaY8TagLM49UDZ5HPqasARl/aHC7nAI23SFhvFUDjLepicOawbw63oh05oHvZsmGvEmOPdL8ix7sy2LPnsoA9i/ceLD/c8ltrmNPnHTWEgTljwVKHF5gxMutuBAB9FuPy6Jg8OaTIibywAW7C2DayBg77OXy2FL6xjw4tfrGGn4jYb3QHX++O/EVP5HuLeL078uZ973UZ+lT46f2tJ9uRYUVmy8szCqfUWdJyuPQ/jsDnc/jVgeKhC5P/Hsu2QTNfkWyzHO9LSAGzMp+QDpBI4M1JmTHKkmJEGm+Z6MkosBOAPM6zTEeU2SDgBggVeEoeEsqDw7v+zjktoRESXjJhPE7R4aEdz5059ZQiMkOHpujohWH57QXruDyuTsMHrHsxpS97ABPwSFnvUaNTi2s6/NNk5S96Yn/enXytJ/PXj9MTSXSrISliwQuhoewHbq343364S0JbM8aavoGfDx38W69iUJnr3/K992DVmEcc2Ldn3GkuDSgzmD2oCemAUOresFf3PDWi/WZpd6oZ8mr5TmvcC2GMIrB/EApmG5WmMb9pKU7Ko9RBkhRZMfhzZn+aedGFkwZ2TcFwniMpvEtSc6sa8q7RHy4gDyzKrIRyaXLHHZFSq7zyg2Xjpr1cavpvtI6IM14hZPc1fWyGDm05mXizClYWWNdFvQzJxohsO8phQJPFqDyz4saUoTqqSJNqiKTG1/VFd8928rGy0aPGaAB3LPjXBe5TA775OPODBbzeHfnf9/0/nszKgAPgqQFPlWVns0mGIomb8+ZfD+1FGkeLCBM5QylhtLdA/T0K8R+6cDsU24+pVCqvv/76BcGnH168srmvqQAad/q+UBZpFgXaCoKO8+wZjbd4EKkTHbLrYjqnFYRYfHVCNS6Pz9CBeVVscDdKJ/ll1aYf0hS/eNho23Y0I43kEmIP6DQfjxJ7cHVKO6pIjyqSo4ok4QMMKEq9avb6Pv7+ke99Gq/1pP7sQf61ntSb9z0frNV/Our/bCk6rMitutElyZkBF+AHlDm882C3T8XuFOEEVlzQ5hAGXAw29FFS2OaTJ9v9OxGS6DQr86RJZaoiu633koLiiSK709aaZs8S9TSdNO1lo8grbE7qigHuAkQyp73I11ZrOVe9eb63aSRXlxk9OcBewLY51mLtBHLcjiWp8pXNkeedyXcMfmKRUgafuwzaXXLEyq2UjkWZlTg/142xKXnIxSALeNN1lTVI0q/E2pC/jBRwkMEUHZZGMK5IDStyQ/Is0ZBBQJPDgKKkA6zADar07Tu6/5ivfr07/LWexNd6En95P/rd6fq/i9ibOtzVYEDJvHN/Q2TDtK5IusGRd+uWB63EaODo4u8PUGzK+fPnCSX10MgqlcrVq5cJkyMGzMuchE8zKY+OKtKXp3SEMjomT16fVArlQSHtm5SHR3d9D+dogk+SMUiqUyq9BUu0RlypzipmjRVivroBUhc8ALg4TGkL/mYZok03lCm+I58RGFAydJovVeJhMSUPTcrD4/LokDLTr2qMB/Cte9Z31vHPExVir36jO/jLdcwlMKQoqbPQsujTgLACZoy158lyRm7RAz+w7sQnT/fuLVmn6LCQDqwbkmQq2+INlTNBFrcySziYZojt54gU9J5kq5gvaSxDYGmKMFp/oWWsWgIZgz9XbBZ6XLeUHq5Z080GSTwpPMQwzdrEu+aIPFAzRBrV5iysALS3Nq8MlvDchePNYNuStmaxa02Q8IlEHwiV+PHsu0qGFMSGSLCMNLAosxJfjjddV9rCpGbPvKGw6sasgbk+qZyiw9vOKnFBabMYVaRvLzp+1LF2byfbq8b3H+r7nZgv419FeOMJ82cPin/RnfiXyXKHFvc06NHg06XIpSnT0+2gh+PDknFgRR1SugrFpo/0ty6vIhSJv5QIy7IXLlwgmRntaSPlSvXTax1FQOpr/LxrNtxMI/IBo6qct0037if4VBcnMKHOEZdpgsWq3EVs1yiHZaWXuGfknkrHxN4MHZqSh0Z2PYT1RsIGtyZkre3bk/QUHZ6hQ0I68Gzb/ZPbyzdFjgk6MiPzkvr88Wb+q4PDkCL3WFXrVuGOFh1a3NTjYxn+9z3PX913fafPuV3AuBk/6jN0a9CnwoCyNqQojNDpMXmyfyvQueQcVuTG5MlxRUqTb8ZanHV7FsTlSGq95JqOmVYNmB1LkuTy5wFzpEqSpIjPZsucdraFMaTmUCRXqzdBpQhh2VIWyZyttopLMkeubd3oyWNgzZBqczAyQBx4tKxveVOJ71RsjM/QAW+Zv5YnA6klVmm6ka4+E1sSIMnT3nRdZQ2TIIczDZktlQD6twIPt0IbLpDAjCmDKXloy1XT5DCsyBkBM7BVwCcrucv7+OUa9817rm/c873eHft6d+SHk8U7GvSp8FRdGVCVV3zwA2FgQZOYo73zMueizJqo86+bV0ReRShyR4IZRyXHcO9d7xPSAWUUfmBckRpVpJ9KUz/rXGrpw6H9+I1pPVlXEFU5psyQCt83J+WT8ugUHR7d9XUK1cRiEdK++0IZyZTPA3J3zhJj+diXq3QQ49Pqww2sqIOtSS93F6xxjixywnWQ0PAMHSDOVaKf1RmeOTDjR48aD9V4e8T91iPPNR3+c776w/Hsv4xmnwXwSMFNGuECnMCCG6o8iAnqYrBkzCTIjKxh9qBG3uvKFMQexAFXBWPy5NUJ1azMNyvzjcmTHz/eebRsnKED4/Lkx48lYzveOPiKL2N0JNbkjrSM1ZbvVCRzkto5u0a/pwhXAbsHsWJbyVNvDkLat2VOF5vlWKqAylfWxkAZEwSNBLTuLIRNKBJLWOVMWONcEtjUh/0ViPWxljfVncG+PUPqDFx4Jv3k6Z6zigRgTWNW5vFVEQZcwH0q3icJDSoLvWqcX83/ZCzyNIR7Fvy/jwJv3vd8857jmhQqgNRxEuoK2+7GvC41RkfEHgQBbQrzMneqzv/8l/XxPjRBD/0fxBz9skIaryIUW7WkThlljuHe+s9PSI3aWXnQB4wq0vsJ+JoBou0ACM8mADiBIUVOluAzXyRByBJ8ZQRxgE8UDgASHzQxvmiFxp22xFiS2pOpY03pI5yVVB3LqkC6mQ+qcGbNCY7AMlbDmiaQAKIkr4LFjK5MXsYSd22QclyflHctWp/Js4ocHMCgFX93V/ez+fI37zm+ec/1T/3eZweQFfCfD6S/GtT87KFsWJFb1cUDDPoWtXHAV8G8zH1zUj7e7Ad4fVJJ1rqrxvS4PB5qtjeTJ7Dl52vAmCpYMDecZczLPLMy38C65aPeVWuRz4jXRKEM1lppULECu2cK5pv+mE1zpm/VpA3Vim0LS50vZ4g0XHnsHwTbDeA04MlBesDT0AkT1Vfim+dUmy6idUNcSPuCFb6SskTnTZT42OaaPiGkfVN0+KAObQ7zMne4wpf3XtRnRhXpn/bKunZKc14cAI/MeGc284+PnD8ej93R4J/7LJf2cVeDflVjSJEbl8c/uCd0FPgbEgN0Kbx/d1ZiTrdSKz+3/P8Qisfi8FBSc4WpfXqtg7gBCsCszENMR6IPRxVpeZy3S93AiKrkaVap2QpiL8lDdD2I3RQfILaxmDOUSN3bXS9HyjQQqHeOUaTK2Bztvz60eXdONS3zz8vc8zJnx8QeKTI/L3OPUNb+FQOxS+0sn5NB/EDuBta0YZJHnwbmTbWf9UhILGvcyFkBcQl/f0f7D3fUP+oz9KlYWREe8O77ngU98TGsGFI79rwrzZcetMY5pTOda4b4Va5Mvklwm5d5Us1tbQy0v1pqNofZtqSdBUgssXmZc0bue7DhkYZ4O60EmAOFA1+KaUYs4sDNSZmQ9h2qFM6nX+Wwa47kAJ03Yw/nCdMtlKkTJqrCUzRHG0XAn67JLOFis9rNuiE5QweCZb7OXQXY0gV9FSQASwakghtxn+aBLa1v21n1A5MmbsEDB3AAfLaLb92zfuue9cfjsbsa/Oihqmc7OaTILXvhBBzApK4kdRZywKomIKR9Eg+nS2Fe6otXm+W3v7p5/RvIKw1F7uSk5kqlcuUaH1dsNIvzZpuxvhk6NCsjNELPjRFJx4xqig7Py9xT29auGeWkPDRLuyd37D/vmh+Xx4VS97zMSab7vMw5J3UpQ9AneH4jMerSbduJI3vIkUnSZVHmnJc5p2X+GTogkjlFMvuszNM1QdlTHKkrEatiTp/3N2vROhq4NKkdUDJ9KvSoIS5C5MP7g7K7SwePJd5eScTTpMKuuaDLIQ1kAE8F64Y4WQqmmjHGElAArNGKxp066rAhSVKUKULM7ARgq2BMEV+zFFqcG6LBGgDLgQHcRWxa8q4C9g5ClSb11BQpt3ppbBsjnhJEMmelrUicypPVxzAr82SbYRVPBvvWWBHwpbk9WzoNSPS+WIn3ploymKLDM3RY4qiSBf+iPuOp8kWxHlLRO9u5j4TeXjV7fcn/vU7q23d0v95HpxbdajxS1s0s7y1Tp9G1YLw4tDtJB+N1/jfGgDVzcYyyxWsvZ8/8duXVgiKAQz0zxGKxQCD49NNPj0KxFeLnmr7BanP+HfqrNKtrVdvqixzaz5ywXX0xQbt1zqOfMidvlwCFI7EotS9K7fMyNwmlLOkSbhaj8owyx1vOHuDWsvvOko0Uh58zVGY9ePuZ9cpqokOSu7NbtAIkmWveBVUBMSAGyFJY9/OrylAzabja5kdt+UJ3zRFPjh9bFpCYU548/AUsyqzig5Q0AnkQLc5NBdgxRT1FFIFwnlvYt3kKzztMtQiGszKfKsgVm0E5wrnpX9ZTllw7X4fSh1RBbteWbRV62dM5o2XeAX5/yTQuj687+TxSE/DzYet9SerGcuA7XfQ/3NX8/V3lP3Xt3V71ewAHiSoZ2XU39GmQmISjAaGhLHazhOO6qfbMyjwSDyfSpmhXtkWgeZXl1YIidyR1mKIo7oS44pfQvuZLJREed7/4KFOj2XMm2/YXqmFW5pmiw9OKMDFxhfKwPsuvdSOAOodrK6FeFchfh6TwvU7qhx3i73eKv9u5c3UtPqgsPFXk3x3UX1sNDyvSo4rk/a3wk71oqknQ27LmnDneS5lv6yTVMjUrTcPVUcLDNfuUNNBSp6Ec2+LcMEAKmNzz6MJsvnmGKhDMNnYsSWceUnOo0nzpKL0lfQyuPEjdfmKwWHIYl8fXHTUSSSIGxZoxTYcwJk+aanABPbupXw1q/q1X8VaX/B/uyD9biZkBcREPNJj2wQrQeYzJk/cXDLcmpavGdBxINlXfPZF+Uh7ddZVLTQ0fAxa1yX1XqfQKG6Xt8gpBkVS1EQgEpLQU2Um2j9WKr7/+ukAgEAgEZ+mZ8ZX+mNYlDl+lCXWuyVypvvjHAEMzK+9/ekNtslcA2p4W0r5p2jspDz3e8j2mgkRbugB9DSSqMUnHx+TpASVzW1J6q0v+g37TQzX6VOxjVW09hn5VrV9VG1CVH6tqNyXFf+/XDCkK+gICgDwOmR+tPEZThNH6Si2t5S9AchD3lCCS2T1F0pMwGs5zrUA/4ZdSB8kdEw+wPLBrDEQKfBXGfUuIvGJIGY4S4M2CshWDgLaAJQe8gKKIx6qaqgE7QJcwoGTe7pVenLZ9r5P6Thf9nS66a6cg8sADeAC6gE+nLcOKHMka3fDAA8zqi/uOPGmeMS/zSFx1fRZTdNRXRw5wJGpLUuu+IxsDlrRRYpT+D+Q3fSnyCkGxpRXby0ydP3/+aLm3L00rfqlyzP1iuVNmQSKREDyX83e6H7Y0J1kmbTvKhLrwTGz/sGf5IMU7A8PAkg1jJoy4cU+NXhUGlMy9rejtVf9jVa1Pxd6UFC9tFH45G+tWY8KGO+LkHXHyx7fXulecpMFbFpiWBWPNsE0akJjTrgLiQBhYtDYGlQWRlY0328oXAUWQVUQQA2wFzNAhWxmGItYtpXwzqGMrgKRW2xl+LW3N486K895W7Paq//5WdEhReKdP9p0u+q0u+Xc7Jd/r2Ly0GLQCDmC3gAcqyBsYPcCwIjMlD83QoWuTamuNX1FHAF2GFPMNRWq8Xo0DYmtpkHII6UCo2WMjCRhT6JyQROtf1FP6W5JXDooAWj0ziJK8cOHC6WvFU+TLTWP5jYQDKTtL/tXb2/uTn/zk0Odjk7MbEumaRNrx4Mng1KLa4m2tb0sAbSl/cF38v97s//v/UDxZhQdwAk5gyYEFUykBULb8sCIzoGS6qNTPHsmUJTiBSSf6VHjrs9WO1fivnqh+3LHate6/sxm+uR4eUDKDysKgskA6H40q0sOK9ICq/FCNT7fYv7truCwuTzngB0wlLNg4D6CvYFBZ6Fc13heGPxVXr2/lJ+n4rMw3KQ/fWfX9U9feW13ytweN/arGgJIZUDI31iK/fKq+s+Lu3fQPK3KLbpBC5tYqwoC2AFIzf1iRIZ0MiQNmVRffs+eJQ3WGDjnrUOcwLo+GGRSBTa1XSHscDWizkDpz5G0i1rgXpfZQHaYk5mXOZI1fu54gX5ye9tXJKwTF9tG8dIgvyeJvnuHLTe48/VovuV/Nt0IymXzttdcMBsNLTgtEYtHu7m6KoiYmJsQSmcacyLOwBfHRNd+Pfin9v85d+bP/5/bFbsXoVpIUnE4DlhKGZawmD3MFU3R8XB5/Js//6olCHOChawOmHOhXNfpVtceqGgEM2VBXMGdHv6pxeTP/o6ceAYV/uKv5UBj8xRP53TXve4+lQ4rCU0V+QMlc3cxfoqo/emL92YDJwPA+p2kLxl0YsPMpuf3KasdacFhbczUbAWnzGFWkxxTxKXlojvZ6KjDlMC5PWquIAJYM5qR8M1M/wzuoiep7umUXPKU8tefZlTGgb8P560FxtM7vJAX8l7UhmTNHGg2wODyL2v71Byg+ly8hi//aleceVP6Az6EDT3sY7ec5/ZwvHHmG+zU9PX337t2TztAa1TE3AQhG0ne7hwdHJCub9q5u0cAItbplXt32X7y5/bffH3nzO1P9c+ieQZhFooEUKVNvybmzSANbltKYPD2oLP1yQEGFeEpDEFizltYsBXsJU/IQST7q2ggPKEqkogc5pnvFPqaIkxJ4S7a6poQnioq2yjM5F8yNuyu+3g33uDy+bOe8gAvQFLFlLaSANVNmXB4dVqSHlJkVByJNkzgFjEgcgifiMTrmYJBodt4VawOaYH1W5tmx50nQyJzGviOfBsTaAG1Pk4i/OQPans4C61p/pGma2pOQO1PtkcOvdAZ/6fK7AcX2/SdBEZ/PHG2H4mFYfhVQnJmZEQgEer3+0MHcC+/vs76tw+Hwgwe9oyOTm2JtVzclWq8+nmQ+uu5e4FNwAAAgAElEQVT86Ibl/37j5rvvz1+6sTkicnrSvMZIANYKFs3VICC2ZGdpN6HL2vN8UDQBBIElG2sqYc1cnJF5RbRHG6jPyjzWMloUX1kIj9Ytk/KokA4EisgCS+bqsg0k+9meh5D29S6b7s7QuSYzNgIYCmgW8HVHS8gD1iwoe4mAeUMfFcmcoTIonT9U4dW7PUsohJ5d5/O+i7Y0zyvcd+TzzcIcm1qvwpFyJhvfffuTX/36ZjydO8sNfOEhvmyi/89A+lWH4kkjO2KgnkBBOhVJX+5K8qT7lUql2kHYdnzjzAk4z4WiKIqi2g9ocNgQGwaGtlbFdoM1PzC0aTKnfCFcubFyu3t3cd+3YUxYK1gxl1Jtbhh9hNs4SAtpj5D2rZmLB2WMKtLmEh/5yAGeIl88doYOEDRaipCYE8RPkwc2DrKEymsr8zyHLODOYc8cd+YwL3VsWXMBQJ+HxJptXXfTEJuSh56I7fFm60hyuccLylmZz888H6GNJ994iMuUEOUIGmdlnkgVLXbRjiW5bYxUALXedEHwKXGDCQTnhULhUePilVWUryIU23tmoK3VaYv7hhNanb6CUBQK57q6uk74xpl0YOu0kUikp6fn2Gu1/3N4ePS1c68PDs29++69/kHZ//F/vvZgZkdIB2Zlvl0j3+8tXARliqWabCFbETcn5ZPy8KY5RZZeviKog3iLXbRpTs3Qga7xHX8BpDFjHjAXsGatJIBtY0Qkc+5Ykp4c9s1Rog9TgDWPB8sHF5+sB0p8vaYiYMlBbGcsOYhk9lipiWpdyFdBChBrA3JbrAi40xxhh6cBRxpLUmu4ClsaUkeWFB/Y1HoV9ngJcCertIMvEnno3g4MDPzJn/xJy0mdzWb/AMWjclowY2trqxXMYFn2z//8zy9duvQyrfjbl0P3SygUXrhwoTUP7ty5s7W19XlP0hK9Xj8zM3PskaFQSCAQbEmoCxcFNpuN/xTgODQ41AFXMHn/8ejKtvJm7+idZ6J52v50WZltLtvywO5BwptHHggUMC/zzNCBR6vmWFsnFm8B+wfBHLBjis7L3M4ybAWILdl0kzqTA5S+8uCanrJk0s0vunOQWmI5gNKHRDKnr4QU+GyMEk/BiQjpwLg87qgi36QoudPstCw4sOUg1UyY5vlXddHhLVsK/LugArgTdZHMLnemyscF8bu6ugQCQTqdbsGvs7OzLXokyOU+tyn7lcqrCEWujW0jFos3NzcvX77cGhPRjYd6Znx1Az27cG11QIRC4bHKcHp6mqKou3fvTk9PHzVZjzspwHLj4+Nms7l9dzgcfvDgwejo6MOHD1sHnv64SF5F94jonc963v5199X7w78Q3Axna9Zg/sBfKDW5MnFg1VKmw5iVeRaldn8B7gJ2D2KFJmEoBUxJg0/WzMRYrTSp4TuWZBpw5iCSOXetKUcOO5Z4iwyQBtaMyUdLGmucJ4KXSAcrV/2J2CmkfdHSc9QtGtJ0CItSe5zhAzlpYFbmMaexKLUnmztdqYbckcmdwGhrmfEn3Znbt2+3YCkSib7S6X4WeYWg2GLbtABZr9f/6I/+6Pz583/5l395KNBfLpevXr3+1Y3vCwi5X7OzsxcuXNBqtW2fHG+IJhIJAsupqSmKooxG49Fj2peFBJDtez7f8F5k/BBKt8LknVjaX5UcVJpmpzLEKUNcsbmKkxzEe1eM8gjfoqzY7H+aBjx5LOzbti2ZFDAvc+ea5N4i4Mzhw4dLQnU81VwQlgCxIeSuQKyPiWTOUIX3zezbM8Qklui8JGN4XReJVHi1uaVx7TsKcWBVFw9W+cS0LY1b6khb06Dt6UOZFnq9nqIooVB42l04blarVKp2hbmwsPDFbvJvIq8QFMloWnRwlmXJirFWq51goL5aUMxkMgKBoLOzE18oihWPx+/fv09RVCwW6+7uBjAxMdHd3T0+Pt5aIp5NWHB1sDWwNXB1cCw4Vrq5PjnY77OZwdWbfzVwqAO0xrkiVk+JdsYWtg2BwsCKtmUE5gF1oKYMY9OcWZI5/AVkAcoU8Zd4ZBKSTceEdMeazTUtzCKwZYw6K7DkIZI5ZZZIsZmckW3SidYN8Vm5f9eWaxUvzgP2LB4uaMzp5/lTeeAggw+6F9b0MZLnUQZygDWN8U3TofXhnTt3KIpKpVKn3ZuzLRZ7enr+9E//lMDy4sWLxWLx89z/LyivEBRPuvCxI/sfWyue8S7Mzc11dHR8znMfD9FYLCYQCLq7uycmJoiZ8PmgyNVRL6KWQy2HeiHudd+/flm3NGlYGstY1DYphXrZppKaZZJqMpxLJMDxqS0MsH8QnJe5xQcpst5zFvkCU0StbZsTH/SujylThBBH1KbKV9ZF4cpjUWbdM8fTgD2PbUuy2FSSvjQ3Q4c27FUSk2iZpn1LBiHt81fQUsjONPbtmXVdZN+eaSlhsc4XrMKRwqLMGq3wDYa3NO408wKv7QsbC0dFpVItLCy0njvHcdevX2/XmaVS6cu6Vrv8AYq/qWSzWYFAoNFoPv/9OgaK3d3dP/3pT8l2+wnHx8cpijKbzW2+H7ZNxTXVIFtDvYJkSL0sTFu0m1NDPssBGgyYFCpRVOJgUqjmmkDNoV5Eo4xGDSzLNRnq0RzW9g+W963PljXpNrPTnceKtWosQkR79g5CecDXXCIS948zDyHte7puJInL1WYbqRk6vGzMLUrtkRIPYLE+5qkgDVA6v9wWbuIwlW+Wt1mgXQEGYm0gwiDfNIzF2hBtz46tSN+7eP3Pzn39wkXB9PQ0mjj8zeerUqmkKOql1um1a9fefPPN9957jyCzXC6f5eSnD49rczT8AYpfRJ49e/bd736XbLdXxzqLNH8mOzU1QVHU/fv3JycnTSbTS784NjZGUdSjnnuKjcXFwb6ASY160aeUOHbXkPQpVubKET8azNTggNtmBseCq6PBoFYAkwRD0JhBrYBqDpV4aH81b1aqVmdL8XA5EVGuzGmW5uyy3d118Y2up8v7dl+Bz2mSHMRbwQxfDjN06NG6jXDuWjmQW6akJlgXyZw7ljgJ1lP6UKTIr/229T6JvbDrrpoTz72jzgyEcveA2JZ4EcBPxQ7B021fm3M1C2xq/GmGXx+OjIz09fXdvXuXxFpbHuaT5m77zqMH3Lp1K5/Pn/3xyWSy5eVlAFevXm0pzJWVlZd+8SRc/UErniin//5sNvvaa6+1nkFHR8fs7KxGo/lcl6AoCmDj8SiZT6cey/ILPF77VcEySEcUK3Mb0yND92/r1mdXBu7FTXLUcsKBPq/Z1FwoEp1ZZ1KxpFWrWZ5OW3kz1Snf8eyulA5oMCnUcmiUUS+CSfFwrTNuV+jh4NyuKSySOWdlHpJG3CpkvGrOy8KYl7ml5nCRT+qPeUt8LN6Rg1DqFtI+X5kPKpZJ4MRdH9y0Sa3JVqQxDawaYsoQJ5I542XegnWmseWoRoANbYTED0sApfUk2nBos1lat/HOnTupVIoEMIjnpqurK51Of54H8UVEJpO1a8X9/X3SEZTI2tra2U/1ByieKFzbaqF9fz6fFwgEt2/fPnr87Ows8Z0KhUKtVnvKTaQoampq6gRS+PMqW8+9DFwdjSLqOdQyqGU86t1yxAuWedFAZdI+x2h3h2ig99bHvxzp63n24J5duVeJ+tBggnYrGrU2dw75FoMGw+/nWLAsGjWwDH/mptO10owoeksgFXp8OewdRIh31J/HDB14uGLSRdFy3hA0EmZMoMQbmb40R1viOcCdwZLU6q8gBWzqwyTSWAEorWde5paFIXZUCO2GATypGjlPooI6sEXt3r17P5FIHL23Op2u3W3T2dlJ0NjZ2ZnJZI7eaJVKNT8/T9LTT3r6L5WrV69WKhUAUqlUIBAwDNP6aH9/n8TbCDLX19dPOc8foPj5ZH5+/igIiRwadjqdpiiqq6trZmaGoqhWFLH1AibBjHv37h35eruh21JrDJuOmPfW/apt684K6jk0iuBqAAu2AY6NBX0DD+4zmXgp6ueS0QPpNhoMGoxw4KFiY1G2ufqkt0dCic/yGz0eD0WJPR7X0SoE26bQotSuD1QIDktNY/KgiDFFfF7mCRZ5H48nC2KjZgFKH9q3JLKARB+Ilnh/TA5YN8T7FtWkoxvTrCcQB7oXjTN0IFZ57pIlpHAG2KK2Tx88uecEge1PpKOjQyKREO8aRVHZbFatVh+N8n+xSS+Tyba2to5ap4fOdunSpXb3T71eP3TwH6B4mrQGQ5ShUqk8tP/okcdKKpW6c+cOCfEbDIZDKvEEHzsLtsZm44qVuUrQBZZ5bqBytefbjZpqW7w48qQc8UbsJjQYsAS9LDj2eUgDLMD6/V6Kovr7+wcHB51OJ7nM06dPnzx5QjYuXhBcvCDwuNwel7sV6fX6Ao+eDPUPjj14Mtw3ND08v/2rKw+9Jb4PQg6gTLxpumv0z8uc7jLWTSlfGa0qG64MOif2KHsl3eTQlPn2NfkNbURmS7Xochu6UKSCIkDpvCT9wpmC2hZRGV2TU7OH7/kXJbLdvn2b6EOVSnV22s2xD/3q1atbW1sCgYDoxrPLZ5991oLl5ubmsfP84sWL5Cl8rjN/LvmdgSIRkUh069atUw546auLQJFsEzfD1NQUeYT37t17cUqxJBgIrl7PJoshN2oF1Ivg6s2PePMy4LCiUZ0ZGvQe6FEvol7kcUj06gnz9NmzZ/39fYPPHkuo9YsXP/j00w8vXnxPIll2u82Dg70ejwVggBpQaxqbZaDc3ChyYEgZxR2Te5E27lkDOyZ3sMS2WAEJoHfFOCvzEeppha/vXDDEYc1iUeqkLfES4E1xUmua72aVgUjm3LPnVnXRAINW3xtbGiKZc1C49bh/MBcJPzekW7f9ZChqtdrZ2cPQBdDR0ZHNZtv3qFQq8nzJe+fs8X2Koq5evdpaK34BwLTmzPb29h//8R/XajW8OOG/9rWvkVF93jOfXX5noHhIGbaGdMpXDn3aDsJkMnkoX5EIIdxcuCjovn8XXI0s4WwaRTbiR6MGtg62Bg68L7RedKulDg3d/+C+hBK3g7Ol/bhm3iOAQCBAXr2PHj0CyOStAwUgBSSBaCC4P/jss6Gh64OD1x2O3Y31kcGntyplP8dGKxVXoWDhOH+l4uI4P8MYCiVNA5ECE6wiXUUxUIx3Tw4FmVQJtTrKDKD2Zowx5IBtg18ks7srMOVB2fLFJrI9GQjpwK0JmZsBKe5cBrLAhj4mlLpnaXeAaRbwT5WfCdfD8QIate3JZ5zfjGoGjdrZVeEheLSnGZzyEG/evElel4uLi8ceQNP08vLy0UWmVCptXyu2yymX297eJvZq+/xv14qvvfbaSd/9zeUVhWL7pQuFgkAguHnz5hf4brukUiniTmgB8gThWTIhu0k08vjx3VtXzn8wOzZsM+l5U5MDuHotkzDuiVEvos6Aazl4DuVb8lC8evXq8vJiM4BfbuPD5IBMgfGXkNA4d+mDlRKCyYa/gEQVqSoyVeTW9ud7RzrXpNN9YzfXpJMMUgzidfhqcDOIM0hVkUrWw34mkQCzrKK2jbuZWjKcS+1bQi3DNQGM7biebFol1mypzVgV25kwsG6IL0rt4TLywKYu6qnwxbxX9HGRzP7WD376bz/9+YZEOjU5+6Trtm5tfuL2p7tTg6gzz186Z8akRqOZm5s769FtIpfLKYpaWlqiKOr69eulUomm6ZNiiVKp9P333z/7yXd3d4l1ihPmOdGHX/va177AyM8ov2Uoti5xEn4WFhba8ypu3bolEolUKtVZztkuLRzqdLqXjamORhn1glezVwg5wdbANsA1kpHg4N1Oxeba9PiYhBL/+sL53a2NRz33eHCeIMPDw729vQDbrB4cB4LPNVvRUOcSJdSuzYxQqQBJCz5AYyXmlWUiilTYVMltB93bQZepklVmQnQ28k9Xzl8YfzIsXb3w9O6EXr4VdntRizcLK6eA24MDK7u7kyuUSGZ3l/nsKmsOO9ZUHvCluUWpfdtWMOUgtjMkbZ9kSC0Z8r96sL6kS7fKPceBLa1vcWkdjQY4cBzAsmBrdr1qYXz4cdeNsb77ixMjh4zVk6Sjo+Nv/uZvvF7vS498qdA0TVHU8vKyQCC4evUqRVHHYvKMlupnn31GQEjkqErkOI5Yp7//a8VjwUOU4SGLlIhIJJJIJLdu3SIrfrVaffrZSICrBcKTYN/8fj1qMyRsWtQLaBTB1gDwfpd03LhHgauPjY2ZzWYS4qcoqpWWQSQUCpEnZ7PZmiBkgDLLpXNFWx3+BuJ1xOvwVRHuHXu4b7Ns+yMSf9KR43ThIp1kbM3C56lmyfNWBXSScU+WdteHRFP7phuPpv77UtdPPro8s00fRJP5ZnZvAlg1xWbk7hm5m7Jn0k0KWwKQeBr9YvekPCySOcNlFAF7BmPytKkGYxYkqXJW5iEBRrAIkQAMV2+rlcCiweRDnqjNJBYJe+50SCixcHpGIpGcfns1Gs2x8YyzCDkzUYlHPyUhfoqiiAeV47g33njjJDOVyO7u7rlz587uQf1iwz6j/NagePoPW1xcvHHjxhlPlc1miWc8k8kcJb6l0+mTk4aPDoZlCtlM2AeW4X2eJJDQqNWzyVzYj0Ztamz0UKoUgNHRUTIPent7f/zjH7fyFfnVIJeslP1AlkORQY2ECtTpwK2ZZ9pkNEqKopWbvLUiUIJ53b87po2o8zvj6t0xrXndH9Rm9Zuu3VGDdMwYVRV3xtW7YzrLRjChKCEP+bJpoGfi6TPh5Ir4Uu+TObV+2x9zA2HgoASh3D0r8+xYU3HAUgTlyLZ6HGwaYjN06Oak3F5FBIg2TdMF2hVnUAfAsbmwP24zIJtAi8nEocUfCtnN/EKaY8HxdHAS3Ccbrbjiby4tx8np8+fKlSsURV25ckUkEh2ryohFurGxcfSjU6D4laLxldCK7VIsFs+dOyeXy3G24NKhYzKZTGdnp1AoJPrqnXfe+cEPfnDSwUfOxZIAfRsIwXEcuDpqBePOxuP7nTtbG6ekd4yOjlqtVgAjI0M2+4FEsjoy8mhtfdLhVHDI1VGuANFGXRuLr1vtl4fHCJ+7zqEWgGpYrhtU+hdcgSV7YMnOF9xO4vlGq/RavLk/BSRhHNZ8+o/n4YN+w1CK1tDgWTjCfeWVZyMPF1ceLG7emt6IAJY8hLRlXn6gcIeWZZoIgyywZkyuOxpBYMWQmqXd8zKnSGYPMCDVx5u3hUG9GLcZ0Ki9aJATNNZCdjMaDNjDtrpWq6UoanZ2lqQLt/ThF7D05HL5S32qxxpEAC5fvkzsFIFAUK1WCQ6Jm5TIN77xjU8++eSUtWJ75YqvSH6bUDz6w6ampr797W+f9OkZT8g18xUpitJqtSSyTyLOp1yaBA8VK3OoFcDWXsAbW7NIVsO6fTRqJ+EwHA4TEPKnAgMUgES9Fg4G7ZvbG/ee9nZPjHVOTX/v408W9/YOXN4GkI5XffpEWJs0rVtQaFqQBaAA5GERbtqn1xwz6xbhJhxRycMhOCPmGTEcSdvUqn1uE0WkjN68NYQKUAOqOFg125Yczk1fIwTUeF0bqLPbwfh7jwYnpKp3L117MjleBpOpJfeMKhFtJjVOp2X+Wdp9Z2hFbouWml0fudbPIQqQZXjaOtdu0bH86rpRfh6/AXQ6XStfsXW3ic+G5AofimSc8FCApsPmLBlS7Wcg24cYrYQQd5Rt8/rrr1+4cOEoFA/1Tfv9hOKhk5dKJYFAQJThF/j6sR+l0+lDZFSO40ixKRLlbwvus2jUkE2U/Y5m5LC5n2PnR58N3r6EWuHFKXiK1IBcoxGsVn1Apo46qdutTSQ9LEyR1KPe4cn+Kdka3X2pp+qpodDky1RZxfJKxe9TLy0xXi8qDEpllMooM6gwqJRRKaPCkP2i+/dvf/zx5twcajWbVgOW5SMjGSCDqCycNCdIHVKGNFTnWG0qlQPqYDmUD5yK/z7/896pmWuPJqyJxrVH07Z4TWkL+uKFF0DY/urh6k7NfjHs4iM6z/ezaDCa7Q02nwZbu9/V+dJ8RbVa/e6771IUdfv2bfKinJ+fP/T4iCgUikKhcLbb/oKQ8+zv77eWi5cvX15fXz925rz++uv1ev2NN96oVqvHzvPfZyi2pFQqvffee3/3d3/3m5ykJcQcIghMp9MvZvEflkQiQfjfs5OjmvUFyfRQ85XPz7/p8RG3Th21mdBg2vcfveiLO8qAH5wHyNVRJ02abs7OfjY4qPF6wQIFONddJX8JdexvSMf7R+Xr29c/Egz1PQLLotH2V6+jUee32TpYflu2sYFGk8fDr9nqdo0O9SYpoIqirxjUh6rROup8J3B3oxEA6eLIcqhzYEwO5dDUk3sPH3148drQuPDug0efXPwsEo0ff7+4OhrlXNBZy6ZfdOHwRqxyRajemAd7phfW0QpDrSgi8cZRFHXz5s0WDs8Cg2OPEQgEhINarVZP+uIfoIiZmZm//du/BbC0tCQQCK5fv/6F/cW5XI44b1rDPsSNOO0+NmoIWEPKrX3x+vgknypFURRZJSas+tP14YtjZoFCsagBPECxQhoVul0OIE1WX1XACa/IiwrAAiRCUKt51Gqw7NOnTymKevLkCUVRHo/H7Xa3Bk8qrLtcrqdPnx4eAceiUUethnodbJ0UdSWtBSLaGMpAAwzfCDkZbzSayb5MteqrNYJA7dD5KIo6ODigKGpiYuKFq7BMPuThcgmwzKEAhlWreHrpQzBJNA6f7Vjp7+/3+/2n3FKlUkk4Nzdu3PhiipHIN77xjZdmZpDg/ilrxd9nKBKLVCaTHf2oWCxSFHXjxo3FxUWBQKBQKF56NsIqbo2T/PckmhLXtqTkpVGD/yAm3wTLxONxqpm1ePn8R3vCoa6Pfr4vPpHL/2LMmgVqjXqkVjcCLqBoj8Y+Hhtfi0SyrX7XVegGtUjgecvPei1Ky1Eqo3EY8B6PZ2BgoAXOgYGBE1myHIt6reZ2sQE/GiyPxhrCmjBKz6GoyxfcTEXtcm5sb4+ODRwLRYqiSFkt8s/u7m7iHJ6aHO+72+nSKXwaWbsZbzAYpqen0WBMi2OoxNE4Jn7AHVnFqdXqo8tFlUpFUZRIJDq0X6FQCASCxcVF8rI+FMw4CSFkZXh6POPYof5+QvHY0a+srJwdwIVC4ebNmwsLCyeFGdtxiLbU4WMV7PF3swnFfCTwQpmpRq3hM4eVErDMxNh4S1G0BzMOQ5GrAqlSWTMx8ZlEsqh1uQPAZihCGkgQKFZUlexO9rlWrNe3+vpQKKJWO5YwwHGc2+2mKOrp06ePB55cuCigKGpwcLD5MdFXddRq4kd9PKRZoAZUwLgrbKRBoBgD1IXir+522eOxOgAUm00AXpjZPBSP3ieORYN52nnNureBevHB3c5EIjE6OsqHTxuMYXEClSTYzz31yQZhn56eN0wOpml6aWnp2rVrJNB/9DCSJ7W6unr0KmcZz+8nFA/JysrKe++999JA3ylC3ppkLXFsnhR3goF6mjRqSAfGb1206zSH9zMpw+IEGuV2kIyOjlIU9eDBAxLlf+utt4DW7GWBwuZmDzFQq0AK0KZSgXqdtCtFHfACdoC0CGaBRh1e31ZfX9XnQ70Ojj30wAcGBjwez9FRP378WLJF7WyJJwaegKkxbo9xZRlVBg0WNSALWMEFWXKVEhAALglnoizp1lgHUrWGkoUOaJl/7MzMzPNqlIea4bE11HIBJVUJutBgdrbEZKU9Mz3Z3XVbvrm8PvQItRwaJy7J2uWQVvxNiCwURbVS+FdWVq5cudLKV2xNhm9+85unW7mtI3//oVipVC5cuHD16lUS+vvNh04eXmuJ39HRMTc31x7if6nbhkgikei907Ex3O9XbaPBvKCX2BqquaBcUgm6+ZDai0Ku1dHR8e67725JqGA41Nvbu729AoQqjA3INVAjyQ32YoHU568DqMC2aTevHfC5DwxQYlGqoVLzqNW8q6Zejzgco/2PpJsbLzhv6izqdf6PZcGyYOtZv6/rgw8yBotpcXupd3yk+2nWnoENwxdGapE6WNQBpcf9i94+c61W5HFYYFlfviADnE0osgBrNpuj0Sh/Dw9NPLaGaspOLSKb2G2Pr3J11MsJq96tlq5MDu9sbbRHMk6S1ouSPL6XPqaziEwmO3fu3NEkqVu3bp07d+4PUATHcaurq1euXCH/rFQqxy4R248/5dN8Pn9KnhTBOfGjCoXCYzwcx1+yjnoxYdXz+U3PIceCraFeTlvVqOVO8Q1yHBcKhR4+fBgKhXr7ukdHn0i2Zz/79Y8fPfmMA0M0kjgQtABx0m+QAfxQDCu9Ii/SQAEoA1UUg8GVx0/g8ZpE8ybRPB/MIH8VBmUGhSLyBeQLcDmZYCAd8BVCwazfV4pEUG6y4zKQTshuvXdzcmCmr3dgdWevZ2raWizZiyWS3U+qWJUrFvBNpfi1IsHhMb+O/1/No95Vrc6KxkdfcCY3ag3vgWxq4JD/mcRySWz9UJ6UWq2em5tTq9WtGEb7nXzpnmPl6tWrx5a02d/f//DDD8/u+/m9hSLDMB988EG7Jcmd7FB5qYRCod7e3tOPadeK586d6+rqIuSbQ1ZxMpmkKKqZKsWiUeMyUZNk5ZgQP1cv+R0+9R4azOGQWlNIoOzFfWWGcZcr1pHRno2d9XkpdXnkmTSdkieSeYLGGlBGw4P9UZ1pzYoyUAHKqBq97jmx5HY/MiwcIcnDweyOeqdnCI6YeWaDvjfkn1j1jS17pjeQB/8tBqgCZTgXXCu3xfZNfznKFzW99XRQ4fFOS3fvTY93DPSu7YhHxp4BRY4jbamI1Xzq6prcH67u0KmU66JS2POCP5kDGkzRrAQTB8ucQkUir0iBQDA3N9ff3y8QCE7xoH4ukclkgpMrvu3t7QkEgjfeeOPDDz88JZ7Rkt8lKLZvnw5FkUj013/91wBWV1cFAgecZ0wAABibSURBVAFhBq6srEgkkmMV4+k/VSQSHeu2OeNJSHpUKpUiE+JwviLHosE4t5dDCurQ271JKGFQL/OLxhevRfhu4XD4RV44YYHnWITqCDaQqaLsiAREe3sf3rl3c3xaMDi1HSrEgCIABhaxNa1MqoblRToZEjl43nemmVTfYsDFgWizt1sMsMC9Zk+pYml10rhmLoeBBkpAAjg/Oj5iNK6HI6p0qgjUwXAoAgW9cX9s7FFv722JZHV07BlFidFuJR7vsKmjXqwE7F619EW2DQuOzQS9e9PPUMvw1PlTHwfXNOlb8cPbt2+T/P2THtyx+7mm/0YgEBzruTkku7u7Z8EhfregeBatWK1Wz507t7+/f+xVy+Xym2++SdxfZ2HYfK7lxKFhH/0i2UNRVKtzBl9Wg62hlkM6WCBVM9qYqADA1R0auhhqFpUCe+zARkZG2hhwABggyTDOStlHgNVAMQ82DshygX6F+B8vCd65ffdDwW2fJTP5YCWu///au7LYts4r3ac+9KUvRVGgDwXaoGif+lBgMkAxJmYSoAaS1EaBOk5rF8nEaBKlzqSxO/UECX8lsRPbtaOVlERKlEVSEkVb8ipZppZflmTZ1r5zESlKIkWR2mhZFHfeMw+HvLrickVKqkql94Nh05f3/vfc5eP5l3O+44d1YKzwVDX6pHrIMbRsG1myDz17qBkab7E91IyOP7B31Yw+UY8/VY0/UY/rdQ5gtYoDEACYfr4+tDh/7G8ftDqnDBCaA1gECIA3HFnxe7E7ir3hKJ1KSkpwrQIrZLkWnLECpYDBA4/adOUFf9d3tS4bRiDk3ewyYMhu2A9hLwTXIeRNJxqJUvqb3/yGnbDBh4UyU1euXCGEpK+8ePHiRR5nuGN8c6gYCAQIIRcuXOA/cX19PbfHiEv87e3tly7Fy/6nSUKGM+xO1ULSvGF0A9evX++gbWUFX9+pVU0+ap/obIHQeoIHCAXdS5NdrVuD45I0R+lDu90RS5KKaWEwixsbQ+vePk/IHAJHCCb9YPaA56nV/Db5vORe66DLc+aS9N1zF5QNrYWVNzdi0hjPYrVKHQCOWF4ipk0tAjx1ebpnliYW1hcC8Gh2/qFZL9eWhMAZgFk/2H2wtgFuf3jW57MCeGLBOCGAiMFgqKmpiTMfS51rNJrS4qKvPjnXVK0Y1t2c7HwAz1YgHNr8bWIiEPZ7bOa++7dgzYViyvwJxIODgxgYzLdTDJcvX8afuaQh4Ns6w91w5htCRZ1ORwjp7u7mHpX0c6otAIAr+9iNfOWVVzK9pKRtsvmKSWyI65FFgh6HrU9396+nTijyLn71ybmpsWFWIAMiQY/NrC3JV0jyt8iBb76jm82p1WqZTEYpjWUtrgFYAEwAdoBpt7vN431kme0dn5tYgcjCJs0idmbtsW3ivKLgL19+Wlx37YOvP7t0U6lbmGlemH3gnNEtzIwE1jrsM23z9p5nq3MADoAVCPXOT9Y/bZtYmvaDyx8w+Xwj6xvDDCwBrMWyOXDFL1JaKiWEOByOJDeEAUy2sI72e+enr5flyT4/13lTU15YsOJa5Ai6Btfs07C2GPWHkZRDRIjlZ2AK2w6SFS9fvky2orGxkbsDusd0ZIjTwQGmIk6NBoNBnh5pUqysrGDUWyLu3buHoU8AsL6+juGI/GNFhjOI5W6BGA/r6+t51jZQ/IJhmFgiQhAYf+SZc7Lzgc9mqij8+nqtuoO2ddA2maQQIv7Iqmuiu23JMALBNQis8fhJlLShtE1eLo1lXnhRTUNVnW+x9nr8sxuMdclr2AD3Brg3GGsIphmwMDDLgJMBZxhmQzCrn+8zOkfu99yUqq8aHaN+8PogtA7elaBzA+xu36DbP7DiGw/AAucUHq5QVVlZCSGkuro6xR3AfyIQ9roGu5y91NrXCWFPNP6WiUyOjtypVSnyLve33LurrtQoyqNhsbz+cGhoCJMVU/nD9N/v3t7epEVsMJxVLBan2Q4/DgwV43ZAr9jS0nL+/PmkJ+C33uv1PnnyJG4jzzNDsSmU1aAJ+fuJZ0RJYva/KFydvPGtklAAABACxg/Btbm+Ls/8dE9bc33NtanJUWCCDdXXelua+lvulZz/dNkwNNDU4HNMR/PcI/7oB46iMRcqlQodvtlsjslMLceiXtwAbgC73z/q9Qz4/aM+rwmYOb9/1OMZ9PumGMbh81mZiHNivIPkfqhUyioqij7/7PRL//WCY6ENwABgBViMeT8wmUzomZPTj4GEclehiuI86+Djm0VfwfIMhNajlxOVQvdDyDPWqZsZeoJd96KCQkofUvoQR91xzVNKE8WId/w2YyBk0q9wBvVf0SuySVyRSMTn833rW986fPjwji1AvSD8cOnSJa4W2LZYW1u7evXqs2fPcImftRM/cF8O9nISh4u89zcCkeCz+VnJl0R6/uMl4xAEURd8nVUEv6GuetSmO//J/12TFNxVylZGHoF/JWEOdgtyxQTdiFJ5rbyiVFlVrlAUz80ZFBWl0SWOaJ0YT0yHDf0bq08VFWU0m02o3WixjKnUUrNlKDf3bG7uOZHoP5DtNpst5ZUx7LyLFy9qsqs193/emexqhVUnhL3RC4wEIbgOQTcE15YMI+vz5vDaUvyEVgwjIyNisRhnAXABKfFB8CDVg8AOKk++4uHDh/knbzKi0EGiYjgcJoSwNU8BIBQKicXijz/++OWXX05nziYOqJ+X6B7TAWskymrcunUL38IjR47wHJVusWEAl8tlGB9B4SlYXVg2DA3cv+Gbn4oVfvLHZhQjEA5a+rvvy/P+fPTlJk3lDZViRj8ak2CKABNyzE53tbcoZGU4nkx8rjMzMzQmZ0QIEYvFlZWVCoViesZqsU7jMAkjUS0Wy8mTJ9966y12Z3aNbmpqSqVSyeVySqlare5opzj2g7B/i4sLBSDsf74wG3E7bsvz//vV/7xXJYPgOvjXILgOYW+UbxF/YM403Khd1Q/BMyeEvcAEgQlve9+Gh4cJIQ0NDUePHsWBYjp3Ow4YBc6/NI8uMSOvyM+og0RFwilInNQ4nERFiMVingEkwzAbGxuU0vb2dpaKu7lgpCLmK7KJ/FyNKRappFBZuFwuSun4+PiWsm2RIET8YfeCsVMH/hXwLW+up7F6HGEvhL3mvq6xtjtn33y9p61Zq6rob7lXJ82DkCcxvSh94O02T1sopbOzszy7xT4BMBFlScFYc33YPHCz4MvA9BgE3KbuB3O9Hcau5um+7gc31JMDT6LEC/shsAb+FfCvBO1GWF0Y72qdGeiJmc3OoEY2Ezdgc5oKiw1j0jAu6HMlbbC/iir9/NeIH15//XV2gvcfyoFEAw4MFR88eCASib797W9vaxx+e//+fS4zuYv7TU1NFy9exM8bGxuJa4xJ2+ffmPgBALC/VFBQUF9fTwhh8/dv3LjB/S8L3rpuERxDOvo6Ru/VmR82QcizqduPXb7QOgTdEFiGZavHZdOqKoxPHvY2N3z6/ltPW+89bmtRykpjGtus1jirWxGVQt4cdnIGddXlJQ6rEcLBzfo2cZ/ZqjjhADrDgHN2pLFu/F716L26NmXJzZKrzdekN/M+L/lbTtG5055ZU2yUG4KwN2ibGm7UzvfSVcNAVA096iG5A+kkVMTwCdhauybV6/H111+LxWJ2lT9u576+PrFYzDpD9I37U3IYDgQV2X4p+kMMK92BcSwzX3zxxcOHDz958oRtZNtBRdLTsV1TdIY8RGW/QpeIq/yjo6OU0qWlJTY9CuPyeC8NR1nRmYy53o7BJm1g3jzd3xmZN4J/GfzLEFiG4Ep/y92udl00d5DxQ8gz1dtpeNzBLM7m/zUn990/auQSlby0tkI+P2VExXEIrIF/GXyL4F8Evzs6N8uEILhe+Lc/Rxv3r4B/Je7zTHfz3ONWc08Ls2Q3PGpfNQwMNt0YaGqA5XkIeaPcjpb38I431xvua54PtrdVFquLrlz65H/HOx7ou3Qz/Y9ihQbYQldJRIfjbg7esZGREUIIj5QGDzO5axVx+YqvvPIKpfTs2bOpH8de4gBQkd3Y2tpKCDl06FBnZ2dGxvl8PsJJF2YYxuv1sg8gNzf30qVLHo+HZCJyk9T+TA+hlKJE//vvv//zn/88s0YwRiewEq0fvDg93Ki1dN6f6aWGnlYIrsde61hUSsAdZZrXAT4nLoSEl+zlfz+vKSuWX/7ig+Ov3ZFevlv05Whj7drkgOlp55zFpK4sl32VO9vTMtPdPNJYN/e41dr9YKSxzva4xdr9YO5x60x3M7gsMVqucMiMNRu5BeSCT1ubDA8fzD9tm354d7hRO43hbMH1Ad3dqsKrj9p0ne1tW/L3U2B0dJQQgpUMc3Nzl5eX07lhqe5tqmgb5PmO45YzxQGgYior2e3bnuzcuXM9PT08rg95yGJbcX6cQU00EjInJEaHj42NLS4uEkK0Wu33vve94uLiuGaTIbJZ9JsJQiS4PDfT06qrkhZCcN3S2zVw/4Zb3zfYpH1u6AO7HrwO2LDBhi1KRd8i+JbBvwxBd7QrGAk6LIbHrc01FaU15TKVQv5ZrpiVOUzeKQ3H+rRY1TjKc7aw8RqEvF6XbfJxZ8l5sYScHbh/I7K6AGFvtKhjrAzr5miQAYhF3hBC8Hcq7rJrq2uu12mx9Pcu0d/fz3WGSV2uQMXtTUz/ZB9++OGvf/1rkUjEnyTFAgXC2UEmd33/9u3bhJBt1xXTRKpqpy6XSyKR1NXVEUIkEolGo0kUI4atI6jq6mpKqdFoBCYC4WC0wxmIOivb4xZbV9NiT3NjwRfYn0SftjbZ13e/wbdoj/V7o3+qK2TzFpPdZKhRyKvlZY/adDXlskdturhppCijwgGIBH1O20ijdrSxdtUwYOnt8i/MmPq6Iez97OwHvS1Nz61GCLohtJYqi4Ln7o2NjWm12qKiomgvRkyWF5d47ir/g2C/RS1Gnopux44dE4lE6XjpPcE3nIrNzc0XLlzAH7Ydpw7fuXMH62d89NFHr732WqrKGRndr3QCzevq6pCHUqnU6XR+Ks6VSEtrNLXtHVSv18e1xrEDONMwuHjA8V1hjkOL/vEHl+yGR+3Wx23TPa2Ki582lF4dbLrh1vcNN2pXJ3uHG7Vufd9sT4v5UVvppc81ZcXakvzcd/842lg7fq/W9qTN1NMy1dsV9XXRcPaox+tsb9nCXmYzDTrxdiU89zCSFqlIKQUGxkZG0VsWFhZ2dHTszDduS8Kk5v2jcQComMrK9E9269atjLwiF8+fP4+LekPHiGDX9yGTh5eo/8cDbFaj0UikpTW1ddLSEjwNpdThcNCYrMbOwUQg5Mf19OHmBiwwDgF31KNy/w66IeSBUHTkeaf4kv6+tkmeP6i7XVOSvzgzHZ3tBGAg0t7eHhfqkOaVAsDExAQhhNI2Qj7VarXA/tbEh+1G78Pw8DCltL6+fttTDAwMEEIS84b57dkfHAAq7r9xLNbX13/5y1+WlJSk2mFtbY07yOT3ujgs3K602/ZvwMLCAp6OTVOsqanBOfqysrLq6mpO5Qzgyvsme5MBGJibtnS1t6jLyza7qYl/s9lbkZjLDbMuNwhMaNpkVCtVlFKZTKZWq/kvIQ6Tk5OEEKfTWVxcjB9Ya8fHx7VabZrlhWksfx8rZ8QVzMD50sQ6p0nnbPYfAhW3nChuy927d+/cuRNXsInncLfbzWUmd30f1xXTDLXZFly5N0wgRr9ht9uNRqNarUY2qtVqk8nAHZsxCXNdVVVVlD60WKzRjSlf+u3DA0wmM6UPbTYbxqCWlZURQiiliZGoJSVlDocTYlmLCwsLia1JpVJK6eLiYtSqeBGs7YEFM3CilRCCzIx7yvs8N8MDgYrJcffu3TNnznznO985c+bMq6++urMs/oaGBnwJTp8+ffTo0T3hYW1trV6v53ESlFJVtbpMLgMAtVr9k5/8RCQS/fu/vYjh4FNTU8lMTwyIi2zHvfhv5XJ5YuhpWVkZjdVvQTf+05/+9E9/+hNvyymxs4eel5eXtBI421p/f/9HH3204/b3CgIVt0GCXEVyxJm0uroa5xUh5hhZ4NxpRhfC5uPw99eYJEvjAAyoVCosKC2Xy6uqqkQiUUVFZVWVqkJePmudYQ2jlFZWViSlokKhqKqqqqiQV1VVms1m3F+pVJ44cQIPVKlUJpOJxCJU7XZ7Ugv1ej2ltLa2tqSkJM4ltre3SyQSl8uVZqeUB0NDQyKRyO12J73JV69evX379u9///tU2Vv7DIGKGSPVqbnb+bs9uKdWq8XFErFYXFRUxH9Sp9MpKZGmec2xucfknm1ubq6iogI/U0qVSiXSRqFQcJoAYKCysvLatWsKhQIDwQkh15RVcTZMTVmUysxGhnGYnJyklNbWVkulxZRSp9OZEQkTHwduyc/PZ51hqkfW39+P3ddEXfD9h0BFPmR0lridV1dXjx49muaBuL7PrmRKJBL2W6fTSQiZnJzM5P2MpKLi3Nyc2WxOdRhWziCEXFNUJj0Z1waz2UwpnZtL7vcyfUCTk+MaTQ0ATExMaDV10mIJpRSnTzNFfn6+WCzetsjpP/HXPCkEKsafaDeHAwCW11QoFNxSp5nC5XIRQt577z2RSPT9739fKpXuuCmWkHxjxWSYjkn0U0oVCkVcLXuz2ZwqRYNNhk7+bcIdxumZpDqoOH1aVFTERgjy24yJiywJs41s/BCouGdgTUIdVFzbSLwWnhbQN05MTMRt12g03EHmVmU3PksAAKmY0UpmUmAlKdQRPXnyJFdGKP7svFSMQ5rZvezOSMulpaXEvIqCggKSLCh8Z8I2+w+BinuG3ZuUk5NDKf3d737Hv1ttbS13TpJ/Z5vNJpfLU32bkc0Wi6WqqorlQHl5OcYMKZXK9Bthodfra2trd3Agi8LCQm6vPmlmxtDQ0He/+12r1bqbE+0PBCruGXZv0g7WuBwOB9dhciXMbTabWCw2mUy7tAoxPT3NkzQsl8vZGVSZTMYjqMEwjF6v36tJS0yP4qmTkZeXl5eXx1IxC18bFgIV9wy7NwnXKnaz3Iwqb4SQU6dO/fCHP5TJZLs3DEssxo0VEWzLcacwmUx2ux2jf+JoqdfrUXwxVVM8W+JQWFgoFotTZUjl5eUdOXLkF7/4xZEjRz744IPs76MKVNwz7Mwk7lESieTQoUM5OTk7aLO6ujqxqgcy8+233/7DH/5ACElzzoZ70ozGcklhNBox4Ka0tPSNN97gr4eXanvcDpivmDQWPLEphUKR2EHNzvdHoOLeYB9MSnWK/v5+FGtNqmnNQqlUYooJgmdVA/a05pnBYGCjUllp8EzHiuPj44SQ69ev/+xnP+OJCj64EKi4Z/inm4Q1klN9m2heVVUViYVoctf3rVYrIWR/pjoopbiYodFouMxns4e1Wi0WRQeAsbExQsjSEl+y4sGFQMU9wy5NwsMTrz2dY+fn5w8dOrTtIgfPqWdmooFvb7755o9+9KMtkTcpTN0WWCwgVewbC0zLIIRoNBqJRIL0S3TI7777bqIzxJ5qmoIaWQ6BinuGfTaJS90rV64cP36cELI1PSpdJL73LDMRO/CQRqPRbrfHJWeUlpaybWKyJU8L2CNl1yqiKRpb8dvf/hZTzzI1LwshUHHPkIUmpYMvvvjiV7/6Ff8+CoWCywpkl1KpLC8vx0VFXMzA7adOnZLJZKwz3M1tQTbyhL+98MILp0+fFolEPHJvBwUCFfcMWWjStpidna2oqMh0+QRjbjDJg3AEwjEng0+lPz3gnczJyeHKbcWhsLAQtWQBQKlUph/Ql7UQqLhnyEKTtsVLL7108uRJkUjEPzjkwdTUFOswRSKRSqXavVUTExNisdjlcm2756lTpwSvuEsIVMwi7CyooKKiIi7kjWEYdIwsdhBVg1J3cRsTX4kdGJzlEKi4Z8hCk/5x0Ol0Fy5cMJvNbO80KYxGIyHkjTfeOHXqFCFkfn6eZ2epVEpiwjb/ghCouGfIQpPSR6bG63S6H//4xydOnMioehd3BpVwJG1wPUOj0cTtj9M2SedOd2N8dkKg4p4hC03iwS6t1el0WKgr/c5t4hlRY0okEiWSEEGyRgNqHyBQcc+QhSbxYzcGm81mkUiUyivyt1xaWspWTePfPycnRyQSHTt2bMd2HiAIVNwzZKFJWYhbt24NDAyw5bdSga1TAADvvfdeYjr1Nw8CFfcMWWhSFsJgMIhEoh/84Af8VESgQrFIJNp2uPgNgEDFPUMWmpSFuH379sDAgF6vf+edd/7ZtmQXBCruGbLQpCyEwWAghBw/fnxnpYS+wcgiKgoQIGD/IVBRgICsgEBFAQKyAgIVBQjICghUFCAgKyBQUYCArIBARQECsgICFQUIyAoIVBQgICsgUFGAgKyAQEUBArICAhUFCMgK/D/YAUKMafzPAAAAAABJRU5ErkJggg==" alt="" /> (3)GAL ,计算几何算法库,是一个大型C + +库的几何数据结构和算法,如Delaunay三角网,网格生成,布尔运算的多边形,以及各种几何处理算法。 CGAL是用来在各个领域:计算机图形学,科学可视化,计算机辅助设计与建模,地理信息系统,分子生物学,医学影像学... 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" alt="" /> 其他。。。 C 科学计算库 GSL1 测试用例
(1)
如下C#代码:
float a = 0.65f;
float b = 0.6f;
float c = a - b;
此时c为多少?
0.05?错误!
此时c为0.0499999523!
为什么?
其根本原因是计算机所使用二进制01代码无法准确表示某些带小数位的十进制数据。
(2)我们发现在0.1 此数转化的时候并不能得到一个准确的二进制数。离它最近的二进制小数是0.00011……,也就是十进制的0.099……,而计算机的存储空间是有限的, 所以我们得不到准确的二进制数,程序在执行时并不是按0.1计算,而是按0.099……计算,所以永远不会出现i==1的情况,也就出现了死循环的情况。
#include <stdio.h>
main()
{
float a,b,c;
a=0.99999999;
b=1.0;
if(a==b)
printf("ddddd");//正确
getch();
}
在执行中,a和b的值认为是相等的,输出: ddddd
我们知道将一个十进制数值转换为二进制数值,需要通过下面的计算方法:
【1】整数部分:连续用该整数除以2,取余数,然后商再除以2,直到商等于0为止。然后把得到的各个余数按相反的顺序排列。简称"除2取余法"。
【2】小数部分:十进制小数转换为二进制小数,采用"乘2取整,顺序排列"法。用2乘以十进制小数,将得到的整数部分取出,再用2乘余下的小数部分,然后再将积 的整数部分取出,如此进行,直到积中的小数部分为0或者达到所要求的精度为止。然后把取出的整数部分按顺序排列起来,即先取出的整数部分作为二进制小数的 高位,后取出的整数部分作为低位有效位。简称"乘2取整法"。
【3】含有小数的十进制数转换成二进制,整数、小数部分分别进行转换,然后相加。
下面我们来分析下:
我们知道将一个十进制数值转换为二进制数值,需要通过下面的计算方法:
(1) 整数部分:连续用该整数除以2,取余数,然后商再除以2,直到商等于0为止。然后把得到的各个余数按相反的顺序排列。简称"除2取余法"。
(2) 小数部分:十进制小数转换为二进制小数,采用"乘2取整,顺序排列"法。用2乘以十进制小数,将得到的整数部分取出,再用2乘余下的小数部分,然后再将积
的整数部分取出,如此进行,直到积中的小数部分为0或者达到所要求的精度为止。然后把取出的整数部分按顺序排列起来,即先取出的整数部分作为二进制小数的
高位,后取出的整数部分作为低位有效位。简称"乘2取整法"。
(3) 含有小数的十进制数转换成二进制,整数、小数部分分别进行转换,然后相加。
c++如何提高浮点数计算的精度
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方法1:直接求解,但是要注意特殊情况的处理:即当指数为负,且底数为0的情况. #include<iostream> using namespace std; template<typ ...