任意多边形序列变化-矩阵法1-点列表变换

20260720 创建[br]
#初始任意多边形(可自行修改顶点)[br]#poly0 = {(1,1), (4,0), (5,2), (2,3), (1,2)}[br]poly0 = {A,B,C,D,E}[br]# 边数[br]n = 长度(poly0)[br]#[b]分点比例[/b]滑动条[br]λ = 滑动条(0, 1, 0.01, 0.2)[br]# 最大迭代层数[br]k_max = 10[br]m= 滑动条(0, k_max, 1, 0)[br][br]P0={}[br]M={}[br]MatrixLayers ={}[br]polys={}[br]polyM0={}[br][br][br][br][br]# 1. 构造初始坐标矩阵([b]2行n列[/b],每列一个顶点的x,y)✓[br]P0 = [b]转置(映射({x(p), y(p)}[/b], p, poly0))[br][br]#2. 构造[b]n阶[/b]循环变换矩阵M([b]n阶方阵[/b])[br]M = 序列(序列(如果(j == i, 1-λ, j == mod(i, n)+1, λ, 0), j, 1, n ), i, 1, n)[br][br]#3. 生成所有迭代层的坐标矩阵[br]MatrixLayers = 序列(P0 * M^k, k, 0, m)[br][br]# 4. 坐标矩阵转回点列表并绘制[br]polys=序列(序列( (元素(MatrixLayers ,p,1, j), 元素(MatrixLayers ,p,2, j)), j, 1, 长度(元素(MatrixLayers , p,1)) ),p,1,m)[br]polyM0=序列(多边形(元素(polys,j)),j,1,m)[br][br][br]#第K个[br]k = 滑动条(0, k_max, 1, 0)[br][br]polyMk=polyM0(k)
要将[b]点[/b]转化为[b]2行n列[/b]矩阵,应用[b]n阶[/b]循环变换矩阵M([b]n阶方阵[/b])变换后,再次将矩阵变换为点[br][br][br]不足[br]步骤较复杂[br]只能针对点进行变换
n 阶组合矩阵 M(n×n)[br][b]右乘[/b]坐标矩阵,作用于「顶点维度」[br]新顶点由所有原顶点线性组合得到,依赖相邻顶点[br]图形形状会发生收缩、变形(任意多边形)[br]仅用于[b]顶点[/b]序列的重构、定比分点、迭代分形
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vWae+65IT/WWGPx1xrK8WH9cF4QDBaAaokoGeNDg2aJkF2av+7OUUlfNlYJVvPMM48jXNKs+OjcFX8BOFeZfMXoZXNfsf766wPEsI888oizLxMSCAQC9SDAt+Ww81tVPKG1R6By2eXaUDWuVxrbaB6FwgSXmL+9e/dOv/qlUGNRo0RF3nvvPcpVIb1BQ/7yyy+HHnooXkT0IqrqF2NSiZhe/oQ999zzxhtvzKqPsYH7UftpTHkzPOCAA7799lslep111lnp1yVQo80331yhiaWYW/G3D5Q3S/KNBgdKcoMNNvjiiy8SYjvuuOPUU09NXRPECYBJuBTr/PwVV1wxTeYvf/kLBFI+pW6rq6++OuVXXXXVlGlxarEuvfRS3dldCGTFu1ttFnjaTjZV2gy5vJjR4IcffiiWpDwKzURMEKWSaqlv9ApSjajbEli97gYUjJUJCQQaFoF2p16sWKfF9z/44IOoV/KRMxw//vhjmk458ch8JEo4h5TQg6LqSgh1xjJTWBSHnHmXRk7l8kqy5H+dQrnzBqVyGnBZawAAEABJREFU5zw1jrTTEaCvkRPToN8XWGAB5AG58ohonX/++baKPHG7u6RliGsMoz799NPl6V9bSyYJ9m6T2Co2jJ1j/yiXyiupKCeffLI2Wdw3+F4SDtp8Gcw333zb/e8PV2vqJb6kZtlll+3Zs6dp+5DaF9UHH3zAGnCTlUvFfxKGVCBvnKbJ78hxABmv9iLRp08++STNVoxOM+UtE6hyT6S+ffr0gWTK10gxqGS4aFP+ezVsIByYD9ISa5BFrz322AO1u6/w1xpzbUlG4xqvYMSYqi6WSYS8NZ9vkJBAYJRE4NZbb82qZtCgQfw4/DVTTDEFLSQ2gqgIkjtBdX67O/fuu+/WWF9agmZW4pGnzBmcaaaZ5CkrEelNN91UnnCN0Zbi5Lvvvvs7I/+FEgNaIIWuTpZAjx49sCYeJY1539wCnKRZyrWiW36XXXaZf/75U3e9iM/57rvvMDH0Jgvd6FoxHw0IXXTKKafQGwgY5kMLKeTq7d+/v0w1EabzdRnDYgaeJb1YGkmzATb9BREESSBOM4j56pdeesmsCIeRwuaKW2aaaabRi2J0r8lkGTFihKiXRy9q/d+8RQ6ZTEZbcMEFQS2TxbW70m9/o3jWWWd9//33XaMTTTSR91oFW0uA0cWU26fMM888Y6FpbMinkpSyx0466SSbwf4p7kOrbPCEttcZ0CaZYIIJvIJMMskkYq3lRA6D3WyzzdLIV155Zcm7UnmkgUCDINDu1IvfK32qo5LoEIOYGuJ2SuUtSx0/h5DqzN3llWQR7khVbOKkF1QlFZ/KI+1cBPCQ9NuGQlturHQxmxKnKR0tk8Qdf9BBB+XfFHWVpnCH66FlF1gatjxNPAqVIuutt54XpTYcqEKs55xzjptbhmy00UapCunyiAUJFg0YMEC6xBJLpKrWp2yU9IGcEfmT0z9nx8Rcw61/RRohx9bc65nxpqqK6YcffnjIIYcktuOu3WSTTYrN3M34ISuEhVFkX6gU3nXxxRcz1wYPHkwbFHuV5Gu/IjUGQlqjJ598kks1FY7CaXxaINAaBChYaq3IWBxJuovurXPYV199VaRLY+b4Nddc4yDLu16d96LeGH/88UXAVlttNbXEI/W1zDLLyBOagVmfLAF9jz322HxTq1WenKQp/frrrxVmYZ3jikWPW6rS+KKLLqJwSgQ/0SW1SSkCJh5C+fCRiZD4fE6iVNX69KuvvsIxjINLMDa8+tprr+XYUgJ594tMawSjW3755dMInINp5PTIr52WA85Mo1TYspRiv/fee1Nfsbsa/zwecaLJDzzwQKim9lL3ssva1pJPYkAxNNMTe2T4ZUakO97Fr6oB/oZupfYlqXsQqS4xF90jhx12GIRLGmO8UFL4yiuvoKMyIYFAYyLQ7tSLGuIPw4vY0AmCP/7xj2zu4h1AjydH1+KLL84i16zoAKNu+PsVFoVzSygjR8mYp/JKslC7OJ4ulBGDVflDDz001VRTKQlpBAQef/xxd7CZuJZOOOGEOeaYQ37vvffm30omtcckds5pp5129NFHexT1Qua//PLL/C+2FVYT3kG3CJ9ridx5553FuyF15wc94rcfl0f+x2lasg+mm246r87XRuqSU9cDmrHffvu5Dt3rqZzd4DrBCkwjlTQrRT8E8XTBMbzdJ5955pkegYPm8fDJt4k4HS4/Q+HAvMIy5cI+SyeUncSGeHTkX+rn7HSn6lVszzd51VVXmbNClhBYXMwwTLxLIS+mBgwy+aLU/4rUa6655gKLPI3BuS4TEggEAtUQcBgZo0JVBOdJzRChSy65JB3/VFIjvfPOO5Mq23LLLalfJr5xTj311KKnLHVnr4v2aOZRWImKwHMmnHBC2oMloDAJ5rP66qunfD0p1bfnnntyjWn8hz/84eCDD6a05ZsU0TNfrVm3bt0uuOACBolP9gl9+/YVUWFsqGLH0940NmMDK1DSXBHjElfUy0dRg9DGEDyyQ7baaiuTl2+NuEp499II3vXcc8+lvFtJkCfl+/XrJ1iU8i1LcaSsTnv16lVjENf3n/70J9x18803l+aW2NeLI/+JcioxH8zKWnvM7AvCiXcpdPULzyZl7rFE2HXXX389V6O32D+51p3+3nvv5ceUmX766eeZZx55a1q0MJWEBAINhUC7Uy8WGx3EzqbvfDk3OR8GjS+fhXHGcUUovlxYdIA5qLm8Yob5hbZ5V5a11lrL8avYOApbhsD333/PbqZJmyW66Fj+RgrX5a2c09QGOOaYYw444AB8A6kwfv51DremR4Uillx9u+66q7xMPYrV/ep6RvVLZODAgaq8uihUOVdlEpEubCHVupLtXrux/DfsUwPp2WefzcUg5KW7qJ0SYuYefWa+hzgIbHKvzpJ+5VLjcgHaL7/8otzx+fbbb/lT0yebz+67726fG18tQYR69OihhDB0MvdTVY+kYbXEqcoZkXICDTMn+KRHZsRmm2320ksvMTI8lgi/IzCtu3IG3/bbb7/zzjsnK4Qv3D3KMlNVIs16hb42T7rvAQIiJSGBQCBQDQEEQGxk6MgfFjASkloKZLG2U752KtiFa2lzyimnzDrrrELfRx11lOOMBVHRrGdVtJaD79EZxxPOPffcxDqEIxKx0Zf20JJiPOigg/SVT2KG7OysG2XK1aP2ejEh3nrrrcMPP9w1IbLUpPDo3XjjjdT45ZdfnuiEEdA2Bj0VTVmZAP1D7Xtccskl8TElhJsPOGaS5fjjj1deUVCgZNi88cYbbrRbbrkl2TMcc9gp5ZyvhuxrVrjvvvtWHK1i4QorrCCEqIrS41yWyqNh7iYZVawgmdbIxx9/TM8bAVWuRofUJtliiy28GnsXZcq/DIKfuxpSg5S6spG0xJntvQ033NDaiXepdXPxhCbj0GNF4XW1MdJbFl100dTGPAVyUz6n5mxnpkdB2pSJNBBoQATanXr5ZgqCBfb222/LiydwS7DbpplmmqSCFdKnVB4pusR4OJQkYXZrVluoOSojC1u5dvuo7VwEEJVddtnFHCycMAjF7WYae+yxlVQUuwWddjuqzSEp+XLhtqzNum0no5V0zJvQlrP3ci2DwHs9ulHcdjIdI8yCffbZx7swK1e1u18+CcTs88SClLjvOSCVEEaD46awTtGYzZEazz777CnTZKrXFSP/lCK2nLsXezG82GSMMIXMHSKDd1loVfJNSpOvwBK7d++exmEepUykgUAgUBGBjTfeeKmllkpVdEv+FUFkCU9I5bXT9dZbb4MN/vNf++Csuffee7EXMe1Exip2pGZZ2wsvvLBa+tYja5jbyNHWi7avbXDrVVH0EjAR30Dwll9+eXZ8k8LkMAG0REuZisO2vnDVVVcVmTEOdffQQw9lVLN+zk4xVXR1ki+//FKXOmWqqaZKSlV7lxH6kTLuJhlVGsi0RgyV7ppJJ520eA+Wj+lmTJ5QVW5P/k2ZJOUKWYMzzzzTftCAC0DIUQbvGjZsmAWVryZqhU9tHg0mn3xym1CG2EUVr54555xTLcGEpSGBQHsg0PoxO4J6cdifeuqp5sq2S2ePc2KnnXbii1JIRMnfHfnDtyEyoMSppllGlr1Li1VTKLwp+hqzhjDW6WhjhjQUAq7Avn37il2Y1XXXXffpp59SpknpK6ktQky2kGWtSNXyIDy7m2yySd4byQioNrKNlPab1N6zA3NLJkt6FG3ju83lObPAAgvkt4gdKfd1LgmF2267rQtDSXPFCC6zxC6GDBlSfpk1d8CK7VkDaFvFqmLhyiuvnAwF8SUhvnRINeDD5vy2cPIlgmJddtllLtdUDqJLL71UYXosT5v7CvjYAGmc5NZJ+UgDgUCgHIG55prLkUnllGcODqSSelLqVKQ9DUIjMXwd/CZ/ISWPzBTec889k/7cZptt0m8A5tpmZcSRTj755B2b+SO6kt+y7LLLUs6EWT/FFFMo93XpsnARJG2vsFlihAEDBkhxLSGafA01a5DajYHvUkh67/333+eVg6dbSS9VbhypfGuE887K1jMC3Iq+chypNm7YFzuQAy4NPtlkkwlX6pUeq6UaFG8NoddqLVN5Imny7jW3m0xIINCACLQ79eKYYX2mKARlwWh2Atdee+2dd965uSapQFby9HPGGJC/5L777ltkkUVWqfkjpn/33Xd/9dVXDYh+15qSOINQRjLBC2kTWV10rPils802G1ajiulMKErq0mOTIjDFkjj44IOFzsob23KpUGR10KBB5/72I7CWynOqdv3110+PXJWutCT8ozZYKpfaQvymMq+99lr+7UGPWVZfffX0Eu7YRJYmmGCCI444QqHLJls55b8Wy5TJg5RnsDi3qfLnn3/eHNzlRcm/jVP8rZj777/fq3VpWxFmdMsSF+H222//+OOPzzvvvOkVwl/53wakkpRaTTGx4cOHp8eXXnrpsMMO4+5Nj+VpC15RPkiUBAKBQPsh4LZNmtBxFnsXMaP963kd3kVv0E4aoweu8i222EKAwoBsfYWEyl1rrbUouizV1CM1ePvtt1/YzB9z9pYkuB/lTI466qjkvxNGQ+eUHH/88QI+qRluw3mU5yMjWJeqKqbCiSussIIq/mIUzjyLYmRVRHAslyNpSuoXFlT2ITKBnnvuObeS7gqJTMMK5e9+vOuuu9IMmWRCoDZGeow0EBitEGh36iUwlX0hzh6DDL5scQRMJsk111xDqREmL/NUYVELL//bf4+Ltko+Nt0//PDDzTbbjAeoHtGy/F9kektIsxBwZWLL7O9miS46VnwRa3vBBRdUZWXRcpksc4z8qxv5sSQjVubu5GIsKU+Pr776asrMPPPM/LspL01XlExzxU2cKCIv7y233FKju22Z3vLdd9+5Y7QvacxeYaxkSa6Ekjb5EW5LLrmkx3J8FLaJ4GnYVHOHwmkTJ9TRDVqydgodc76V9I+/fQJRyFLaZZdd6nSpNvkK2ILFsGT22ev9VUmNQwKBQKBlCFC8c889t76CLVSZTBK3vAOb8hXTJ5988sYbb0xVTq5ADZfcO++8w9XlFkjlUpQs60aZ2upR+9bLG2+8kVx1LITHHnusZEDxK95AM8lCs5W0KT7CAZlUUoKPkrYSISCevjTaM888I3AET49Yq3tKppUy3XTTZYOtlUMVu7P9Bg4cePTIv5VlC6VPQMU33HBDN0ixZSvzyUQ0CB8oQ1EmJBBoQATanXpRB8ls9fHolngFftWnT5+iwnUsk2oravOiFk7HKf8bHvp6zDHbfeYmHNKuCLgzstMLafn555/dWOmNtkrKVExxEj7UIq3KzYxAoafH2WefHbVI+WKKbKRy15gNmUU0tdismMf/mR1eyllr2sWqYt6r80Ui6lV+lxcb15N3l6dmDJeS36/Jf28X1dxjjz1ybfH3alLf2ikQUoNEGlO+dgqBZK9oZi1KFot1knnXaqutdtvIn5VWWknjiy++2FTrYV+1X2Eob2EVyRBLIw0JBDoVgZhfKj4AABAASURBVFH/5W5qkS7fyeuBF/3tb39Lj5RA7RuZ8yX/6zLdszD03eb5sQWZ/fbbD/2oIcv89nftywenZJBAqSosi2p6e+S/SPfYYkm8BT6XXnpp1skpk//ziY888kgqSWnF36SoMQF0JWk83PXyyy/Xslu3bquuuqpM68WNk2wzN2nRHmvNyLZN5l2iiC6EoUOHbrfddsZ88MEH+/btmy9NJa2U9EcmDZLvNfmQQKDREOgIAnPooYfSEewt8u677z7++OO77bZbUeGKTjiHZJNNNqFEYESVc6srIQL31IHCFBCT4c+gyt96663kRFEy22yz8asl/pZSJ9BoqojTLlAjE9I4CNDFk0022dlnn52mJMyFbKdfPrE3MPZU3tzUrZYpRPrdjxoj7LDDDjZkkieeeCL/HjlvmR1Y7MhZ4Coy24UXXrikKjdDI1OcJ5X8+uuv4nLFiBA74/nnn0/7syQ9deQ/hkwdpW7uV155xYecfvrpHon2okZFufe3//qKiQ0ZMiRXFX+vRscmJf/qoEMqWFfS3jTM7dtvvy2WY5hMllQy9dRTi1envJQptu222yYc8K70dzUmnnhiTu7Mvvbaay+XscZJmvuK1IvZN2LECHnL4fjLhAQCgUA7IcD76S6eaqqp7h75X1V2Iwtz8b8gYN440UQTJTIgX1FoAMpw3XXXpfbvuOMOISbnl5ZjgicvmF5Iy9NPP60wS/6darXVpFevXqhIDSlqp5JBTCPrMVWYBp8RNS6fZIkllnj99dfp3nLRMrVJKb3HBWb++RcIEaqsk1OG8k+NvTeVpNTgqbzOdNZZZ+W/To0Tb2QOzTfffCNLWpvwP1pZo/z444/vv/++TCvFah5++OHJVGOJDRv5dzV464p/dYONV4S9xW90f7nFUvd8r6XHSAOBhkKgI6jXFFNMMeOMMzps1BO+xEGFemWbEhzLLrvsuSN/Bg0alI49zX7IIYeMLDv3+OOPT2r92Wef1ZjMOeecRmPz8XixnpUwwjbeeGNaUncsi1rv37//1Vdfrcppv+aaaxTKhzQOAjiM/ZDmIzy16KKLMuiT98vKCkylqmal1Ld9lW4j/DyHWw2i0B0gUy6q0JgFF1zQBNQigYIzdqB8s+TWW2919eri9urZs6eM3W5/ug/kCUqpylYsl7TDtUmipQ9BBR8d+V/Q8ljDd5u6tDiFPKNHd0xP7FGmKAik8B2S7IsYT8SBwqkcsdSMz7Jo3GCtjjMXuDaJd6VmbK/EvlThYL4olUub+wpdSP5NIbpl7pG/BKUwJBAIBNoDgbHGGkvYivM0DS7vFsZbKE8lfB80m0wN2XrrrYXuXdmrrLLK9NNPnxgXRifcVKNX+1WZucBUipwjM8S7XAEHH3xwdgyNPfbYyaIo19hp/rpk4VFaeumlk+mvF4WZq9o2427K/0Q5jYx5ls8nVTU3nXzyyS1u6vXQQw+lTGtSqt6N4IpxcSTelUZjwmX25UZok/m7v9xixvc695pMSGcgEO9sGoF2p16IFp3r1NEX7Mt55pln0003Peecc9J/s6jpCf7WgneNGyk9ZUvL6T3ttNPSX0rkOqLT11hjja222orNmngag/Wuu+5qmR2f3hUpBO677z7mdSvFIIbK4qpO2tYa0cjuYGQj1fI1urpSvv7UVXr++ecnrqKXqKloqkwSNC9HTVNJSoW8kPbVV19d7EiJC5h94Evlqwlfb3nV22+/feCBB6Zy4dbM9pE632Vuqar+lDc3N0ZjeCLs8KJk9yq4OB1yVYk7Ng9SLcNsSh5TvPeFF16o1mz48OHeSHCe3MbEEDNxp1wibwIc20XelWoT+3IwAa5ZKiymdb4idXnwwQcTqjy+uHoqjDQQCATaCQF8ychcJ86v003noC5KyHLLLVfx179VJaHeP/vsMwecPUBPbrDBBi7lbt26rb/++jwvqU0Hp4899thJJ52UXrrPPvtwt5mPxwsuuICTSKZZ4i7jTMxdOKQGDx6cdXLK0OGpAaaUSlK68sorp/L6U6YO32Jqzy+GuqR861OaOf/u4hNPPMHuav2Ya6655j333HPbbbdZ9OJo7Dfsy0Ig5Lh9saplefeXW0xfN5p7TSYkEGhMBNqdeolZX3755cy17EkqB0IDrhEywwwzJPtYsFtIXUkS0TAjvPzyy/pS8cVD5fQed9xxPFVUhlqW7hVXXCFDFllkEbY4L458p8ko8WLOznRJtCY1SBEMTkF0BQNnQ6M6J5xwQvIXWkfUxboXGzeZZ4WfffbZ+W4TaN1xxx0FwWwMGbL22mtT8Wkc/D9lzjrrLDGu/GstHAS33367Wo5YA6Y2UrGsP//240J1SSskuISU2ORu07/+9a/y/KO4h2EPPfRQj+Tnn39Om/+TTz7Zf//9Taai5GF1IW4pPBBKJ598MkPH/WrkouTfySxxzTICdK9ffAVvSGrv7JQskze65tlbqUFOp5tuOo1xZt1zYcpYwd69e5eXq1W4wAILaCCfpQWv+PTTT4cOHZpGWHfddZu7W1LHSAOBQKB+BFjk6BONffXVV3Ok0m+uad1FGPr06SNTTf7xj39Q6TQGbUbVUGj0hnATNeu+Rtvypb9Wlb9wqAF74Lzzzit/xdZbb+36qCG8YOW9nnvuuY022iixPuERea4uajm15KdLmVdffXWPwj+j1aAoJf+qdq655mLAmCfFeOKJJzJUaLaijD/++GlYiBXL07+tSlV1pl7EZZkar7DCCq6blG+T1IDJu/3888+7+9pkTP7BRN1LRmO/qWoT3uXmgnwany/VXZPykQYCDYhAu1Ov8t+4nXHGGbnNir8M1iQu7GDWZ1KUeBcbnSV81FFHUbt0BI12/PHHa1MyDvXq7S4JlhlVRTtzsZS0icfOQoC2xYqlaMmee+554YUXppnwkNGbKV9/imXdfPPN7vLUhRcTg3KloetGJpl3sftx8tSMsxBJS3m377nnnstbaZ9gDvS4cjtHe/G6/Ic0cadkcKi1u6SEJcGhK0NYJLOP/G8TMzJE3oSJjjnmmORPtYFZLSZTUR555BHds6y44opvvvmmPQwcOzyXtyTTVB/sJc2ZJZSBSp2YCM4aNMT6hJ3R1BEjRogQMob69etn+VKz1qQteIVpcLp7KUOnBbtFx5BAYJRHgL8J7UlCcRW/l15K5S5TB7BYVS3PSuYAog8p2/79+99///2p5XbbbbfQQgulfMWUFq3WgPJPHqvU8fPPPy9694ohF828NzUrptoUu5TnvaLYXl4IbsiQIZSYPKfSscce6ybyXXvvvffyyy9/1113bb/99qqINlpWVNcKS/5V7VZbbfXuyH/KTjHCSvfWi6WxQGmliisI0iuvvDKVX3fddR7zuzRL5VIbIJfXn5l66qm32GIL7dlUHJqUv3wSfj3rbmRiYqaXyqWCft9++61yYg5KWiyGNbhxiNd5aR7KFylMIp/LZdxc7i8Z8cDNN99cJiQQaFgE2p16IVo8XgMHDhS8psicGYeKAbrssstmUPhvrq35wzTkUqIldZFnwtJuLFrhMpGTbHCLWig8+uijRQy0LArFrVnJWS02iHwNBNBX3LWVYpCKr3BtMKDT4vLenXHGGdVaVuyeCieZZJLTTjst8SimALriKkW9FlxwwdQgp9tuuy0/a3rEnVy3E000EW+ZmwyNd2W6vH/44YfUwM5EeyraDRpjiakZF0D6pRGv3mabbVKhC8OmdgeYSSpp2NTK7rXXXqbnjPBJZ6evkiQo1lRTTeV8OUEOF7RTeRum9b/CAp068q+S2DMHHXRQeDfbcBXacagYelRBQNBGpCJ9De9Vya8cp/KSlLZUwqTWft9996UYX3vttb/97W/Uo/IOFqoGN0hTOu644zja0gSEZfAuPq/0ODqnaCRtD4E77rgj8Rn5RhZ3Fv+7+8skBSpnmWUWmZBAoGERaHfqtcACCyBI++2332KLLVbNYnNONqz5I4Kxyy670AJG429bZ511ktXLUGa1H3bYYXids8crzxQ7+OCDOeapdYUoH10/5ZRTWgA2txfJhDQXAZcTf14rxSAV34uZ8LEhP9NMM81ll13Gsi82449EDEiTFjYedcoppwhenXjiiTZGGkTcCR1KsuOOO4qWiHzmWm1Qjk8++QSTdx/bn3POOadCwqzffffdRc/kTYm7VwYNMxMiOHbjjTe6qhUSLEuwi1Og+GrlWKV05pln9nWsjdqy0047adxZIkaX2KOLFgvtrGk0+V6+mxNOOIHDRcsBAwasscYaMiGBQCDQYQjQn4cccohgEfZywQUXFDUzZU6N05Ck6EHr06ePk8tpcvfddzu/bnteNmqTD0VhnbLzzjuXf6PwXe3u3vX/e/2Wo7qZCqJbyUn3W/Hvksbma6utq1MtOyR3HMUyHG3W1yWIzLjaPvvsswb/wPPPP//hhx82SbeYZZUJCQQaGYF2p141Pp4mTUqT/q3RLFex3R955JHZZpuNTmcdiqEJhT/++OO8bnidEEduKUOtK0T56HohL3r/8MMPVx7SiQigLtdff71Ff+utt+aff/48Exf2xhtvLBxqyXJhygjCJMq3ww47pJKcWuL777/fyhLRGOVouY1RNAUWXXTRc3/7OeusszRjN2iZxWP6bUAlpsFNYDQisjp48GATVo75u3sUfvPNN2kyV111VSZpGpBevXr5tOKrFSZB27AyFkBt4UTwOoOU45PGKUndMVoSXXQsqW3uIzDPO+889pCO7KpnnnlGpgFl2LBhrD0T41Lh5kymkseQQCAQaHMEmODpv9oilc/jc1S5W1944QVuqVwoQxHRjUlJuq+V1BbeLqGwOoWOSqN5C6VH9REXR+3u1JpmhL2RuqfUZXHmmWfS/+mxmHbv3r22rk617gWYQMbgUvniIOV5E9CS1GnwlI/QkSXuSiFBbxw+fDjbqfz3NlU1iLit3AUm4/6y3HmfKGlEiTkFAr/7XWdSLyckKU36t861oHPZxxrrW38v7UMaAQFrJ4pl0aeeeuqSO09VpkAtnqpB2AQt7t6ajm3yaoNUw6d8bnwNkCS66FjeoLklrKjXXnsNw+TUKOfAzR2tndpvsMEGWLFJcqlUJLrt9N4YNhAYDRGgTjEKSkYqX0TAY4kOL9a2a566o/TMilCDtd/FTtCMsBmKLQ3iE4olLcgbATIGl8rXHsEEtCSmVLtlI9TCB7umaQnvZWetdT1QuK3cWebp/nKL1dMl2gQCnYtAZ1Kv3/3ud5378fH2QCAQCAQCgUAgEAgEAoFAIBAIBDoGgaBeHYNzvKVxEYiZBQKBQCAQCAQCgUAgEAgEAh2AQFCvDgA5XhEIBAKBQC0Eoi4QCAQCgUAgEAgERgcEgnqNDqsc3xgIBAKBQCAQCNRCIOoCgUAgEAgEOgCBoF4dAHK8IhAIBAKBQCAQCAQCgUCgFgJRFwiMDggE9RodVjm+MRAIBAKBQCAQCAQCgUAgEAgEaiHQAXVBvTrCRe7JAAAQAElEQVQA5HhFIBAIBAKBQCAQCAQCgUAgEAiM7ggE9Rrdd0BT3x/1gUAgEAgEAoFAIBAIBAKBQCDQBggE9WoDEGOIQCAQaE8EYuxAIBAIBAKBQCAQCARGBQSCeo0KqxjfEAgEAoFAINCeCMTYgUAgEAgEAoFAGyAQ1KsNQIwhAoFAIBAIBAKBQCAQaE8EYuxAIBAYFRAI6jUqrGJ8QyAQCAQCgUAgEAgEAoFAINCeCMTYbYBAUK82ADGGCAQCgUAgEAgEAoFAIBAIBAKBQKA2AkG9auPTVG3UBwKBQCAQCAQCgUAgEAgEAoFAIFAHAkG96gApmgQCjYxAzC0QCAQCgUAgEAgEAoFAoCsgENSrK6xSzDEQCAQCgUZGIOYWCAQCgUAgEAgEAnUgENSrDpCiSSAQCAQCgUAgEAg0MgIxt0AgEAgEugICQb26wirFHAOBQCAQCAQCgUAgEAgEGhmBmFsgUAcCQb3qACmaBAKBQCAQCAQCgUAgEAgEAoFAINA6BNqXerVubtE7EAgEAoFAIBAIBAKBQCAQCAQCgVEEgaBeo8hCxmdUQyDKA4FAIBAIBAKBQCAQCAQCgUZAoJR6/RQ/XRwBu6qLf0FMPxAY1RCI7wkEaiAQSrsGOFEVCAQCgUAXQoA+b1JKqVeTHaJBwyPw74afYUwwEAgEAoFAICPQEUo7vywygUAgEAgEAp2IQCn1Gjd+ujgCv/vdGF38C2L6gUAgEAiMRgiE0h6NFnv0/tT4+kBglEfgd3X8lFKvOrpEk0AgEAgEAoFAIBAIBAKBQCAQCAS6EgKNMNegXo2wCjGHQCAQCAQCgUAgEAgEAoFAIBAYxREI6jWKL3BTnxf1gUAgEAgEAoFAIBAIBAKBQCDQEQgE9eoIlOMdgUAgUB2BqAkEAoFAIBAIBAKBQGC0QCCo12ixzPGRgUAgEAgEAtURiJpAIBAIBAKBQKAjEAjq1REoxzsCgUAgEAgEAoFAIBCojkDUBAKBwGiBQFCv0WKZ4yMDgUAgEAgEAoFAIBAIBAKB6ghETUcgENSrI1COdwQCgUAgEAgEAoFAIBAIBAKBwGiOQFCvmhsgKgOBQCAQCAQCgUAgEAgEAoFAIBBoCwSCerUFijFGINB+CMTIgUAgEAgEAoFAIBAIBAKjBAJBvUaJZYyPCAQCgUCg/RCIkQOBQCAQCAQCgUCgLRAI6tUWKMYYgUAgEAgEAoFAINB+CMTIgUAgEAiMEggE9RolljE+IhAIBAKBQCAQCAQCgUCg/RCIkQOBtkAgqFdboBhjBAKBQCAQCAQCgUAgEAgEAoFAIFATgVZRr5ojR2UgEAgEAoFAIBAIBAKBQCAQCAQCgcB/EQjq9V8g4v+6KAIx7UAgEAgEAoFAIBAIBAKBQKBLIBDUq0ssU0wyEAgEGheBmFkgEAgEAoFAIBAIBAL1IBDUqx6Uok0gEAgEAoFAINC4CMTMAoFAIBAIBLoEAkG9usQyxSQDgUAgEAgEAoFAIBBoXARiZoFAIFAPAkG96kEp2gQCgUAgEAgEAoFAIBAIBAKBQOMi0CVmFtSrSyxTTDIQCAQCgUAgEAgEAoFAIBAIBLo2AkG9uvb6NTX7qA8EAoFAIBAIBAKBQCAQCAQCgYZAIKhXQyxDTCIQGHURiC8LBAKBQCAQCAQCgUAgEPgPAkG9/oNC/C8QCAQCgUCgfgT+MfKn/vad3TLeHwgEAoHAaI3ASJ39j9Eagob5+I6mXscee+zOO+/8wQcfJAR+/vnnfv36Lbnkkq+99loq6cT03//+9+23377IIovccsstrZnGu+++u9RSS+27777ff/99a8Zp/L4nn3zytNNOe95557XrVMH415E/MvW86LPPPlt+5I9MPe210VIPSybfYnnppZegccABB7R4hDo73nfffVNNNZUX0aR1dmmTZo18eNvkAysOYlfM8r8/Cy200CuvvFKxcbEwbSr7SqZYXiOvpfbeWKNNPVWffvppr169jFNyZJSvsMIKds4PP/zw4YcfbrrppvZSPQOWtLn66qvtwMGDB5eUN/nodbA0sSZbRoN2ReDaa6+dZ555rrrqqnZ6i403Umf/VaaeV6Sdb/PL1NNeGy21b+Ve6lilHUrbunWE2BX0TFHqVNptNblbb73197///dZbb13/gJRzKO364erqLTuUen3xxRfXjfz57rvvEnAff/zxo48++uOPP0455ZSppHaKqjH3d2z+z1577fXee+/VHnyMMcb4v//7vxdffPG444778ssvazeuUcsse+aZZ1599dWxxhqrRrNRoGr48OGff/75TDPNVP+3sPmOP/74vICbbLLJnHPOWVSR8jPMMAO1lWWSSSZRQnbbbbd6XvTPf/7TOhKZetpro6X2xUX/6quvhg0b9uemfj766CPdk4wYMQIaPXv2TI85rXOo5H2Qlr+z+BbDcg0Yc8YZZwSRx46Rxjm8f/vb35JV19zU+nKvNBcuveyNoljoX3/9tclx0qbSUabJxqmBltp7Y3qUWujm7kO9Hnzwwaeeeurbb78dZ5xxPGZRTt/+/e9/H2+88aB311137brrru+//35uUGfGJu/WrduZZ5759ttv19klNfvpp59KPjCVR9qRCFiFIUOGvPXWW3XeUKG0y3VyKqGuLZw0PRbTUNpFi6tLKO0777wzWya1M1pa97YVyrlDlHYo7bZdtxaO1qHUC6uhpBZffPFZZ501zffee+/95JNPVlpppSmmmCKV1E65+QWmLmz+z0UXXcSIqT242o022mjRRRd99tlntffYAmHb3XPPPTpuueWW4447rsyoKvjzO++8M9lkkzWLeo099th/+ctf0gK6/p988kmGYILoX//6l+uK3dm7d+/tfvuhAc8//3w+WrLVVlv94x+l4XK+T/snOfLTOBVTHdHvo4466ptvvqnYoKTQtbHZZpv9samfF154IXd86KGHWLRzzz13LkmZOodCqLSXlr+z+BYU6P777+/evfuaa66pfYdJ4xxe64iHt0A23nhjRmTLELvppptsoSQozcILL1wyTuPsw2RYo0bbbLNNkZyncprW2eJmWmyxxQ4++GD298CBA/MZLH4UhVmN9fEr8SIjb0YompvFvLNcHC3yjYOAs8zO69Gjx4orrljPrEJpl+vkVEJdA1CaHotpKG0KBDhJGkdpi0TRiuXCKL3jjjuSZdJkKliavqt2KqhASVYTYa6seJNyDqVdG89RqbbjqBdOcvPNN0vXX3/9xEnsNgYNx5sLoNruTOVcJkXQp5tuuueff573tCiHHHKINtJiYcpvuOGGqipIWdHkk0/OiBeC8wpmVln9/xSYP+dH0dqQv+yyy8SaJ5poInP2WE2Y6U2O/z8v69QHUzXhkm/BhUS9uNW5akqqKj5i3T6CyhP4NCAB4LuFH6Mts8wyqO9ZZ5117m8/8ixIK0iWX3553Q1SlA8++ECM0TDsg2J5SZ6aY0fi7QheSVXFx/nnn59VmvZPjXTllVdO3b/++usnnnhCgI5SLn7+008/nRpU3JnFkXfeeefUUnrJJZeoMgGfjM45IzLigcTEGL7OxQorrOCxRBjEgq5GaFtxbBvn8C677LLIQ0WZeeaZfbhFqViLrJbvH+3bRBpkH/qW5557jmHNceAoeczy8MMP8wr1799/nnnmSYXbbrutfWWDOYyppJjWcBn069fPUBrfeOONRXOzmC+anlqGdDACP/30U/n1lFTTiSeeKGxrGzzyyCOppFoaSpseriGhtCveay7rkt3eOEqbjZfcdtyXY475HwN42mmnTSW77757ca2vvPJKLiq6rliY8sV1L/nS4qNjlUaumM4xxxwvv/xyah9KO+Ew+qT/2Xkd87W8wslbv8oqq6Q3PvbYY6Je//znPx3UilszF3KZpC4pZT9hRw5MUcYff3y10mJhyrMtVCXBi3SvIVzjn3/++VZbbYVUVGtmEKMhV05g0dqQZ80wwvjFd9llF4/VRPjl559/NkiXEFM14ZJvEY+CwMcff8zMLamq+Mg12B4f++abbzIyWJkWq8b4uPr777+/6qqrTjrppLnZ999/j8MQK876zD4qkTejTT311Gn/1EhtkjQaiuUV5Wicc845qUHFnfmfkX/73wQTTJBaSk1SMR8Y83e++eabbbbZFBK80dxk3B/p2pDvAGmQw5u+FBX/jZiX/r8LXptdd921tGLk87777pvXS7O2lQbZh9yovBV2r+MpRbfeeOMNX+qMnH322TIjRozYaaed1BJuphlnnFEkkIL1SGRsOc2yUM7J2pDyBdjnUvmi6GLzi2ZTfbkcAc6DRKbjEaCcy6+npJmTKr7hhhvSY400tWzzyTfIYbGZ7dtQ2tnQyhl6oLjoNEmLLa40TuMo7ZNPPpmjliRXLwVoG3jkXHbPunaz2Bh8jhx2uSRnipd1+sCKKVcyD3U1ueKKK5KvMJR2RfRG7cKOo14csa+//vp6662Xd5uoLlNytdVW23LLLaeYYgqG5iabbMKOL5dkUbXJSgi4Zf2SMtn5QbmkkiZTg+TJzDXXXEOGDKl2usrLGYFiI7l7l8gwWI844oiSb1l99dVNfqeddiopr/a4zjrroKyUeDUBC0uRyFRro3zQoEHem4RmvO+++xT26tUrlVRM0aprrrnGBltrrbWKDRijaa0XXnhhejb7qNBv9mixZe288UU7//CHP7BUBNZsj+wLPPXUU2v3rVHrvLBle/fuPeecc7oYXA8OEe2/+OKLq/JYLkINqFqNMVtW5b3euF5nH96WTb4DejXIPvSlQtCiuzxH4p8I82677bbiiitiXwIgdqZ53nbbbRRvlssvv/yiiy668Ldn+eKvCRmQ38qWS8JYsfek6TGnorLrr78+n7Fofy6kNHQP6SwEaFH6rUQbc+T3HPmPUbknSqoqPobSbu7y0ZOhtJsLWgO2pyrRctqv/F8Q1D/bWWaZheuqmqy77rqTTTaZ0UJpA2F0kw6iXt98883pp58O3Omnn14MV4YpeeONN7rIr7rqKlXzzjvvNNNMw6rGTMqFy0SXNhGGbInBylnLTHEGBOVKqqo9GiRPRmyESVrtdJWXs/4ZKLl7l8jgNssvv3zxWxBmMSKKaeutty6W18jPM888cK54wadCDBaPJTKppGLKGsig4UtYAebDguQ6yuUlGabnXXfd5e3mUKwyVHrFMcccw3zMPio8s1mG40svvYR0rTDyhxPBDs8xLgZQ8Y3Nyvs07Y0qTcJ6/uijjzbddNOJJ56YV/vggw/mwxOTTLXtlDbO4W2nD2z9sA2yD4W2TjrpJOpF/MomHDp0KJo0YMAAe/LEE09kTBx//PEOSxL7Z7nlluP0FadKJdJvv/2WG6IIiF4CrSLD5Ouvv1YllS9KChr/8ssvn3zySSrH+v75z39qHNJZCHAA8Y6VKGR+xtdee23RRRc97LDDSqoqPlKY1GZSkhVTuprGJjIVG6RCmjbjUPWw5BYj4U2pQgAAEABJREFUM6G0R8LQwiSUdguAE70X7qM8iQDAPffcQyVynnosCjdWCwav1iWUdjVkRu3yDqJeTz755DPPPJOhpBeOPfZYl/p+++3HiMzldWbYB3y3YhRFSb81Ky0WpjwGVWNklivTQQS5NVZyjfFHyao333zz2WefdTHPMsss9X+gi794wWOhlobIKMdg8Vgi41GhKiLjMYuX5jc++uij77//PmbIa3/aaafZUbkqZxTy5TM0+ZZwlSJDM1QadvLJJ2cp+pb0iGcaM4/QZAZ7t4vYuMydao2PO+4441cUr2OqlnT8/vvvH3vsMTNMXmq1Tg2nNQzXHPkHNqhsoTxkzPWgtv2kkQ9v+311s0ZukH2I/9sPvCGTTjrpq6++esYZZ/To0WOXXXZhFjutzfqi3JiyFQROwWEjK5emx5xia+xp54uHOBUuueSS5Vta35BORIBKce1SgAcccACNV+dMKJykFVNKG9PJREYJXU1jExmPClURGY9Z6LH8ugY5LKG084o0maEE2tDiavJ1ndVAwP+iiy5iSxA684svvvj111+vvvpqj0XhaS3O8OKLLy4Ss5Q/66yztHnkkUfSY0nKDmGQaEBCaQNhNJSOoF40fvK5Znwvuugi+pcFyS2XC+vP2LW2cslvqDshRpCWlHv0LlXtLUz87B5Ort9iqkqD9p5Dh41/7733inqV/NOp5r4dZ2ApEpnyvgpVERnQcday+QYOHJhb2lfnnXcewoxgzzHHHEJVuEquzZkXX3zxsssuQ2D69Omj/Z577sn4yLUyxvc5MlmK3i87rbbwgW2++ebnn39++keM//rXv8w2D1U7869//eePOgo7IH4lLRO5FfLKRpIXPf3000yc9Cu7Je3b6RHIo8PhbQ16ILKvGmEfcjzZewJf+M8CCywgbrD//vvzTQh2tfgDxdCuv/56W5RccsklxpHKF+X555+fbrrpllhiiddffz2Vo+tTTTWVxiGNgwDHDUWHDq299totnhVtSScTmfJBFKoiMrZiKO1Q2uWbpMFLaEu7t6LcdNNN5ZPHr4rELOUdNC0ZEumxJOUz5TnVgITSBsJoKLWoV1vBcfPNNz/88MNjjDFGGtDdfPbZZ4833niHHHJIMUpQ0bPCqmZupo45dc277I1TFKNpIC0WprzLRlU1YfWSam83gSTDhg3jFKk2iPIffvghu4eZPiWiSgPNRgERfqGDxIWay5wh0L9//xz54ZJvkhV/+umnhx566EwzzTT//PNffvnlnPcGSRjec889tN5qI38GDRpEV4o7MTRTbUopOJTM4h555JHU30orrcRKtkmK7OuDDz54/PHHtWcrIG/Gt9C8A9rXI3xgf/jDH7baaiuBU4N88sknXipTIl7KGVwiw4cPX2aZZUpapkdfityuuOKKY4zxn4OT7Ptu3boBcIwx/lOSmrV32lCHlyWXDmO1FLwAsYjVGig3iDZtKI2zD/kIrr32Wt946623CnyJPCDq5557rv2/2Wab+WTXvNokVtbhUlX0Z7MUS3bvGGOMgfynf8FlTINI02NOp5xyStpg7LHHnmaaaVIh3jXWqP5fNQRFFxJRUJqQg+DAAw+kr+qfOX1I54TSpluShNJOZpUbzS6SpsdiWrS46NukcKqlUDVOByttb2xS0s6v+Dsp5X1ZRCyQJgVKM844Y7F7KO0iGqNPvt2p12effcYsZjLuttt//3u4OMkVV1wxePDgxRZbrAh0xViWmFX+G3G5sWveZZ/u+JyOX99fOMyD5IwZfv3119XebgJJ2C58GLlXtUz5b70zfVx41dp3xXIu7WeeeYZ19dZbb1XTp8XybM+xxhZeeOGRXOk/ycorrzzZyH9mWgMEnnux+wknnNAu+uijjwybFtqqYVOo+z777GM/rLHGGniX+ey+++4YSxpQTElflqWoFJY48cQTX3DBBeJj9t4pp5yCb6dmd9xxh5gkE5Oz1pQYrLg9k7SoRm2P8n8YkxoILJibOSRZf/31DXvwwQenx1lnnfXjjz9W0lyxscccc0yWdGKJyb5ffPHFwZ6iqZ9//rkJFP+BjXLzbO6LarQHsk9rnMN7yy23pMNYLU1MXtinWgPlBqnxyc2tAlHj7MP0u2Hrrrvu3XffbWOwirgDHJC9995boU8r/lLAlltu6XDZMO5+sCTZeeedlWhZQ5wpXYriCPA41OgSVZ2LAMeNPfDFF1+4idxHxbWrln/xxRfTnENpJxzqSUNpQ4BwrGe46NukW6qlHa+089xqZ7hiqTVkKZsKtdu3rDaUdstw6+q92p16MYN4ieh3/vsM1pJLLrnddtsxdnOJDHu3PJZl35/air8RZ9gmhYHujPXq1Ysh4nXl8vrrry+xxBJNjpMa5N965/hJwpSfaKKJUu0okGICl1xyCcQwCotYTZ8Wy7M9N8444+y7777u/iTpz6tkTIxJx7FleZtyIeT55m0hpoNg1DHHHINgmMPhhx+u0AQWWmghjfGcgw46qGfPnr179+Z9V0JsJ+1xLY2To1f07LLLLmN/iKQJY2qDdAmmrbrqqrbfmmuuefTRR7sJ+vXrR+eqrVMWWGABM0mCW+qFwqVHQ+GHSpora6+99q677opqimDoi1XCx9zmnHNOzgviRZag+A9sFO61114at5U02uEt4pzgLUnTr2Jm8Etq06NBmotPtfaNtg/TPPmPnS87Ifm25p133hNOOAF/VouMZf2W1Jpt75jkQl4V3F7LGnLvvfeWRIMxul9//bVGl6jqRAToDe5Lq2YOvIcla1ft0ZbQnoTSBkKdEkq7HCj6NineamkHK+3yGTZCSSjtRliFjpxDu1OvRRdddO65595jjz1KiFb5R7Key2NZPCgM5dyYUf7hhx/mxzbJuGN++ukn0YmS/6qDVycxge+++w59kmmTN3bpQZ577jmkRdD8oosuEpPJcvzxx1vB8qCfBmeffXY90D344INPPPEEi3DIkCEZIjyKpMf333//qKOOeuCBB4TRLr74YvsKH8v7avrpp3/44YcFV7lpU3t776qrrsIfMK5UImWPXnrppWzTFJ4yFNNzo4020stQBjz22GNnmWUWcbY333zzuOOOsz30Kordgq0lUyaVC6kZMImhFGJN6REskxb+S2Kq6hSTQVmnmWYakTpvLL/ANtlkE/b0FFNMIXyRb7U2/M8wmCcAgdw4h7eIc4K3JE2fn8EvqU2PBvFpbSI2T0PtQx/1zTffcCtwN+yyyy62kJKiiBgnnSa1tZwsZ7aodfEuByF1QewFkFH99CjlREDv77rrLuHWomjJdWXA8jfqFdImCLR4kKFDh6LcqTt1VFy4inltUuN60lDaRZTs/1DaRUDk6dukeKulHay0TanRJJR2o61IB8yn3akXD7Q4Q9H2bc1XiVC5LUQw7rvvPgGBorz88stGlhYLUz79MrHaivLQQw8pZ9pKKwrf9vfff8/MZXlUbDD6FILitNNO4+EWxmTxp7BeSi00iMqDfmop3wTdzz//LHqDjCFIolWTTTYZspTQQ6v2339/6+tx0KBBf/nLX2SI9ikAJSB2//33G4ctuNxyy4mqmQm6pU0WlqXLLz/KcEMSmaIowVW0FGHzLgSDpAbszgMOOIAn2FDXXHPNEUccwaOfqnLKQbXtttsyUOyKXJgzr7322njjjSeYkEtanOEO9KXPPvssXzUMS64uM2fsimkIHuaqNvzPMJi2NW3ww2uSnShWp6H2oeNp9z7++ONMbXRdvBQzdEycuxaj5EQYVuRZtNlmM7hUvijOpsNyyimnfPvttxUPRYvfHh1bicAzzzyz/fbbG6Rv377SFojNQwmH0q4TulFbaSeDKqVsLZhI02MxrW1x6dUlhN7j6+eZEvhtcsKsgiIC1fK33XYbJVkczVtCaRcBGU3y7U69Jp988oUXXrit0HTHkxEjRmy11VaMnqIkE1laLEz5Rx99tNoEvv76a5EWrt/FF1+8WptUrs2YY7Y7XOldDZuiqTfeeOPss88u5NKCSVJP7LZNN930nHPOEd1aeumlBW2M88svvwwcOJC+5oYXfkRd0DALvcIKK7DwBF6Ar2rw4MGc6x4nnnhicacll1xypZVWUlUiHPMfjPyRKanyqEu2DjGW4cOHi+oUg3IoGXNTsEvErHv37htvvLEZFsUc1lhjjUceeeSee+4plsuLjr7zzjsTTTQRSik8qCTLDTfcgK+WiFe/+uqruU1Jxmxxwq+++sqGL6nqmMcGP7wdA0KNtzTaPsSLcC3+i/79+4vhi+syu3mp8icU7aQm/8xGNhH0EkZzmuoRIe78ush0LgL8WVtsscXf/va3gw46qGUa2/xDaYfSdgG1lcVlR3UVwbu4fTlh+fqbnPNJJ52UrM3aqb3kPBZHC6VdRKOe/KjRpoG4hJueS6DcW3DnnXf+9NNPCW5hCmSpd+/edAHjuCgcvdpIi4UpL/CiqqI8/fTTzz//fM+ePVGCig0Usv6/+OILARaH0GNtQfN69OgxS+EHqUMEavfqErVffvnloYceyrA77LDDGGEtmPNcc82111573XTTTZzo1tRyI0K8ShzzF110Ebq12GKLwVms6YEHHuAK2nXXXeX18jqpvpdeeukEE0yQXo0jCfuoKpFpp502NZApqfKoi46pgTGXX375tdZaKz0W02HDhr399tvuG17MYrm8yJuonUHOPPPMzOKUkw8//FDUCwFj6+yyyy4QU5jENhNMK5EhQ4bYWqlBxZTJW7G80Qo75fA2CAh2gk1la5WI7ZdmKFNS5VEXHVODttqHhjUUbTZgwIDzzz8f6aIAr7/++uy1LXqmRK3feOMNdgBrIJsLOxf+zAbD3fQoRkfgiiuuOOOMM3gofMt5550nBlIigsCcI5xTM/7v3+8yQkinIMBqtMQCVnTs3nvvnTdbcydjR1G8obSz6g6lTasQtpa9JJUvkRoWly5dRShAhgpHczY5asz8kksuKQGh4iMzoOQ3YkJp10B1FK5qIOpVYgRUtAZQrx9//HGmkT+MgKIkXiQtFqa8KErFJWT989H++9//Zny37B/klA+LmXz00UfFU4e5lTdro5KOGwZKF1xwwbPPPrvyyiuvt956LXsxWjVo0KC1115bOMUIFss1hqkKea244oo89Ew35bz12267ravuhBNOOPDAAwWmBMSkHEsMVg2S6C4wpapE0Gn2H5EpqfKoi45pBPGrU089tVyxUrjiciJyNmFFk0VHOJQHvu6//35Bqn322eeoo46CFcTglt7FNv1H2Y89v9xyy6UGFVPaX7kdJRgoCFYUKhulF15jEBfLIaxLB4sPKVrwcEtSNOXb9vB28AfWeJ3tZFPZWiVi+9mERKakyqMuOqZhbac22Yc2iQiVcKvdu80223ArUICZd3lX0U56/fXXl1hiCXYAayDrq/xnNuxb8VheBidusskmW3fddXfaaaeDDz6YNuMLc1pZV1noY2/8+9//7iusux8pT/YAABAASURBVBeFdDoC1vSVV17Bu3Bv4dkWzyeUdonaputCaVMsSX1J5UukmsXV4k3YKR25riw913ntt1N6ztrGG29cAkJ6pD8nmmiilJeydp555hmR5Kl++88ehtKuDe+oWttA1KvECLCbk2RrwBq89NJL0nnmmUfaernxxhsFXrp377755pvXGC2bjOU2enkvSplqdmJLhFFeT/fyARukhL5AHlj5xxxzTFt9iIA+e/3oo49eZpllLhv5hwfTx3Kfn3jiiYyGwYMH9+/fH5lJ5W2esioq/hs/hJBh6tXVdhqTVGDBfIqBr2+++ebKK6/s1q3bqquuijouuuiiJ598cv4bzRqXC7NYWA//B2yxltIX/sXcjOAa43jr16/fdv/7s0mlP7OhSckXCcSxjCl64bjiK9ou/5+ROv7w/ueto8r/2nYf1kClaCexCRw0pF3YmU2QxD4Za+R/j4sSe/PNNz0qTwPyQYh+IPZDhw6l5XA85bxXjurSSy8twGvHYtqaKQ/pdAQWW2yxp556il5tDe8q/4pQ2qG0y3fFqFHCx+TiThfoe++9J9Tvu+g0Ko6ik+fuLLlhldOKvFF8VRqIfbkK77rrLnnCdFlhhRXmnXfed9991yNhTBrBmL/W/SdhQ2nDbdSTBqJeJUaAKz+J6z9ZA3b5gw8+qFmTfoh61gmX2GOPPbTkyp1llllkqonzU62qWG5ia478kSmWjwJ55jsnunjjAQccgFG0/ovoqQceeGDhhRdGclZZZRUcmCFYHJa5cM0116hi5yEe8v/85z+LDdov//bbbyNU9h79WMOOxAwZNwJfPFhpMrfeeqv4BlXbs2dPYT1YIWOYlX2bGpSntorQxOqrr47LFWvpfdEDcQbeB34Bli7ee+7//jCCgUatF//MhiZGKw71xhtvfPzxx1Zt5plnLpa3bd6HFC146CVpp8PbtpNvzNFavA/T54hBvfXWWyzvvn37nnfeeamw/tS2Qa7sLjs593Ic2BnMixEjRiy00EKiXgsuuKBIGoXMKbbOOutokBt3bCbeVgGB2WabjYqoUNGiolDaCTa6LpR2gmIUS12RQlguUBe36/udd95ZY401GIdUHO8w36WbveSGZbpcPvIn2Sd41+eff07r8rwDZ9JJJ2UPfPTRR7fffrtHwsc65phj3nLLLdp4LJFQ2iWAjMKPDUS9mkRZAAH1mnPOOeeaa64mG9du4BRtuummPLtrrbXWFltsUaOxwzBs2DANki9Epppwhu078kemWpsuWs79IwoEq1133bWV1pX7G/gbbLABWsWA22effSgv3qZyZBSq0uDbb7/dbLPNRAZOOumkTz/9tLxlG5ZQoOecc85f//pXVJPhUmNk5NAW8jkXXXQRD9b7779/7LHH0qp777134lE0OCaOjLFia4xTsYoVK4Zw7bXXvvrqq2eddVY9/8y34jgK2cQm6QJIs1LSKdKGh7dT5t/BL23ZPsTWLr74Ylx9xhlntNxitraxQ8SSSPMXsrC3k3zyySe//PILE4GtkEpS+v3339swd9xxh11tD5doM8ffrt59991lbr75Zke4R48ewrb8wekVkTYyAscdd9wsTf1oU/IJ9kMo7RJMyh/XWWedUNrlsDRsCdOOPiyf3ocffrjxxhtbSt5Vls/zzz/PB+r+wrtYIHrlLjykRx11VLdu3Y4++uj0q0CLLLIIrSvqlS59SnK99dYbb7zxrrzyyqSEqeX99ttPl1NOOUV3Q7EcQmnDYXSTLkO9mAg2KGtgo402mmKKKWqvk2b5hLAn2K/F9uItK664IpeGc/KnP/3JYci1zOgBAwY4Tg4eYfvyGd9www0OD0dXbtaajIgzLtGaETq+L9UjEH/GGWfAauutt+b2Kxeeb2Gx8n96lFuK0lBJc8899/zzz8/rg9jcc889J5xwgjGrfZEqDTTTi4F40EEHde/effDgwbz4NewHM/lg5I9MjWYGKX+v+Kp5PvHEE0imLffFF18wgjVDYJ599lnqtciC7I3777//6quvFteybQQZWLp5n5g8DxkVLDJgBDEEO6qGIGmaJREsorJFFeacc07qOxW2IPUJvsXuXXnllVvQva26mEZbHd7ilMB+5513glQE230pNHrvvfeCC/LFZu2Xt4VqbDDbb+Q2/ECmRjODlM+wZfvQHtt+++1tSLTKKdtzzz2dOHt4//33T69gVeNISZypp556SkRU8DmVpBSPQqisl02Ytw3jm6Fw/vnnL7HEElNPPTW7YcIJJxQBY44MHz7cCI6G48CV6xT8/PPP6XWRNhoCbE2B9NqiTXHatpCtYjuF0qZqSiSUdtoqtS2u1Calna60ORE4j3bcccf111//ueeem3322SeaaKI0ty+//JL/dI455nCtMw7pQA7W8ccfn+UzdOhQTigWCNORJtSehck4YUayiJZcckklhGmKsPHpCxJ4JJiYiJkb6sknn/RINOZK1tGw9Cpq16ZKe6pQ2kBufOky1Ouxxx679NJL7WzUq0lYH3nkEeZmMvrZEw4YNzCrnRnNsFhttdWYI44WNSqWUhxNpOWSSy455phj/jjyR1jDfaPBkUceudBCC8m0TAYOHJgmI/VeJ5M57ki3bLSO70UBMRBnmmkmr5588slB2gIxCAzpL2vBCfTKK6/QYgxlY9YQDTTjc0LAFl10UeEgPJADqYb1gGynAWVqNDNIalaSsnoXW2yxKaecUoTNYqV/D7PccsshlpSaz8/ttVGu/amnnkpZ07knnnhikZtNO+20Wa0ziEfuqarJOeeck0duq4ydJlwJtznnnLOtxmzBOG1yeMvfi9E5WQBdaqmlZp55ZveZFZ933nmZieWN26PEFqqxwUwmvVSmRjODpGYlqX3V3H2I9iOf2JRw1gsvvHDyySf37t17kkkmySNvsskm3Em1RXCbd8Oc+/XrZ7cfcsghjq1TwEbZeeed6VLsK/29Oz5g/ojE92gz4TWuB6YGGuaYPzryP+nhmOs+y28/zJQ8mch0PALHH3+8U1NbtClOzPJZzVDa9Ey5hNJOW6WaxZVqi6m917lK263NT3fhhRe6lVzWzAm6C1NiFnIqsfRwqn322UdJNg4ZIQwP7lf2AAa1wAILcN/feuutPPWzzjqrKBa7Ln+jltrzCSYP1LjjjovjKaEnUxuN99hjD2r5qquuwgNDaSdYRre0y1AvXGWFFVbYYYcdXO0VF4lljw9I1cpwx87g/0ZKr169+GudK9YMw4IZuuWWW7KV89HSJcmyyy6Ljx122GHb/fZDTTBe9670x3mNZvhpppnGuUrdq6Xc3lomcVY5obG7JntVG61zy9lz77box9rxowvC8Iu7w2i9+j8E1AgYrcf5RJcBkAZvpRik9gQoRw6qtGpzzTXXEUccUW3VuP8p6+QkKx8TE/DJNYzvVIW/lfdtZQn/nLVycFjDrRyqNd3b5PCWT0DgxUF2UjfffHMLtO6664pXu/Nss/LG7VFiC7VyE+pukNpzq38f8hxZa59fTbfYikKptaVHjx4IEta3++67U6ciYIwGGUGt22677fvvv2eyrL322un8ehGFzJ8lKC3EN2TIEOyOmc4lYdF9F3e4EdIOl3799dcKQ7oQArZTKG1bt6KE0qYZbGa3ZEWLS1WJdLrS5k5CnNJqUkd9+vQxQzqWU2nMMcfExFRxoTIzlBeFd4/R6Mbh6RPnX3XVVTEoLZUXm3F03nfffdcX/pMeW2+9NbW577775mb8g3vuuedpp53m2gqlnWEZrTIdR73c1tXsDHahPS0CK0pQDX0nHCk68MADXfYV27DsWZlStcgVd6zHJA899NDSSy+tnAjdiPDyeXB1eCwRUbX11luPkX3ubz9cGty9Jc3SozvJyFwXFYdKbVLK95xmIn3zzTe5FZvskjqOeqloJB5V8btgQmERmYoN2q/QxrP9LrnkkuIrbEvxAUtGhg8fjpBXm5jNSQWXM/n/jPa73zFS0X6vqC20v/YCC1S/8Jp8bbH9cNHacHmjWPG2225be6gmaxvk8JbPU5jFSbVwFkjURYjGJ5c3a02JwSkuCLRmkDr7mnxr9mGNt5i/r2iS5qUR8C7WCZPC1rV/xE4xK4qOY1gAJLUpSanl6aabbtNNN7388st9wt133+34aIPslfsd2sNg9a6QGgjUvwFsEltF+zxaKG0Hs6KE0m7S4sq7KGc6V2nTVNhXWs2szfiJnn766R9++CH9ha081ZIMA4ATX7zLjS/PDZ2YW7GZKo6nPLIqWrRbt24yWczh0EMP7devXzVbKLV0Bp1E5zE91k5DadfGp9Fqx2y0CdWYD39JuSuiRvtqVY6BrV+tNso7CwGLQicSmc6aQ6e/l8HqVigq7mpTorWxr9pwde/eXYhDWm2QDitvq8PbYRMepV7U/I/JO1DGnmz+AP/twewo9zskg/W/LeL/ujICdDUVRGS68ne0au4OSCjtViHYAJ1nnXVWyqrJibh262nW5Djt0YCuTsPK2JMp34LUB4bSbgFuzerSlahXsz4sGgcCgUAgEAgEAoFAQyAQkwgEAoFAIBAYiUBQr5EwRBIIBAKBQCAQCAQCgUAgMKoiEN8VCDQGAkG9GmMdYhaBQCAQCAQCgUAgEAgEAoFAIDCqIjDyu4J6jYQhkkAgEAgEAoFAIBAIBAKBQCAQCATaE4GgXu2JbozdFAJRHwgEAoFAIBAIBAKBQCAQCIwmCAT1Gk0WOj4zEAgEKiMQpYFAIBAIBAKBQCAQCHQMAkG9OgbneEsgEAgEAoFAIFAZgSgNBAKBQCAQGE0QCOo1mix0fGYgEAgEAoFAIBAIBAKVEYjSQCAQ6BgEgnp1DM7xlkAgEAgEAoFAIBAIBAKBQCAQqIzAaFIa1Gs0Wej4zEAgEAgEAoFAIBAIBAKBQCAQ6EwEgnp1JvpNvTvqA4FAIBAIBAKBQCAQCAQCgUBgFEEgqNcospDxGYFA+yAQowYCgUAgEAgEAoFAIBAItA0CQb3aBscYJRAIBAKBQKB9EIhRA4FAIBAIBAKBUQSBoF6jyELGZwQCgUAgEAgEAoFA+yAQowYCgUAg0DYIBPVqGxxjlEAgEAgEAoFAIBAIBAKBQKB9EIhRRxEEgnqNIgsZnxEIBAKBQCAQCAQCgUAgEAgEAo2MQFemXo2Ma8wtEAgEAoFAIBAIBAKBQCAQCAQCgQICQb0KYEQ2EGguAtE+EAgEAoFAIBAIBAKBQCAQqA+BoF714RStAoFAIBBoTARiVoFAIBAIBAKBQCDQRRAI6tVFFiqmGQgEAoFAIBAINCYCMatAIBAIBAKB+hAI6lUfTtEqEAgEAoFAIBAIBAKBQKAxEYhZBQJdBIFS6vVT/HRxBGy8Lv4FMf1AIBAIBEYjBEJpj0aLHZ8aCAQCozACP/1EnzcppdSryQ7RoOER+HfDzzAmGAgEAoFAIJARCKWdoYhMIBAIBAKjOAKl1Gvc+OniCPzud2M0zhfETAIR0I19AAAQAElEQVSBQCAQCARqIxBKuzY+URsIBAKBQFdB4Hd1/JRSrzq6RJNAIBAIBLoMAjHRQCAQCAQCgUAgEAgEGgSBoF4NshAxjUAgEAgEAoFRE4H4qkAgEAgEAoFAICEQ1CvhEGkgEAgEAoFAIBAIBAKjJgLxVYFAINAgCAT1apCFiGkEAoFAIBAIBAKBQCAQCAQCoyYC8VUJgaBeCYdIA4FAIBAIBAKBQCAQCAQCgUAgEGhHBIJ6tSO4TQ0d9YFAIBAIBAKBQCAQCAQCgUAgMLogENRrdFnp+M5AoBICURYIBAKBQCAQCAQCgUAg0EEIBPXqIKDjNYFAIBAIBAKVEIiyQCAQCAQCgUBgdEEgqNfostLxnYFAIBAIBAKBQCBQCYEoCwQCgUCggxAI6tVBQMdrAoFAIBAIBAKBQCAQCAQCgUoIRNnogkBQr9FlpeM7A4FAIBAIBAKBQCAQCAQCgUCgExFoYOrViajEqwOBQCAQCAQCgUAgEAgEAoFAIBBoUwSCerUpnDHYKIZAfE4gEAgEAoFAIBAIBAKBQCDQRggE9WojIGOYQCAQCATaA4EYMxAIBAKBQCAQCARGFQSCeo0qKxnfEQgEAoFAIBAItAcCMWYgEAgEAoFAGyEQ1KuNgIxhAoFAIBAIBAKBQCAQCATaA4EYMxAYVRAI6jWqrGR8RyAQCAQCgUAgEAgEAoFAIBAItAcCbTRmUK82AjKGCQQCgUAgEAgEAoFAIBAIBAKBQKA6AkG9qmMTNU0hEPWBQCAQCAQCgUAgEAgEAoFAIFAnAkG96gQqmgUCgUAjIhBzCgQCgUAgEAgEAoFAoKsgENSrq6xUzDMQCAQCgUCgERGIOQUCgUAgEAgEAnUiENSrTqCiWSAQCAQCgUAgEAgEAo2IQMwpEAgEugoCQb26ykrFPAOBQCAQCAQCgUAgEAgEAoFGRCDmVCcCQb3qBCqaBQKBQCAQCAQCgUAgEAgEAoFAGyDw73//+5///GcbDNTVhgjq1X4rFiMHAoFAIBAIBAKdjMAvv/xywAEHrLHGGt9//30nT6XK62+99dbf//73W2+9dZX6eov/+te/zjryR6bePpXa/eMf/6hU3Iyyb775Zplllplvvvlee+21ZnTrIk1btl7XXnvtPPPMc/vtt5d85SuvvLLQQgv179//hx9+YItfeOGF9957r0xJs/R43333zTLLLOedd156LE8/++yz5ZdfPo1WXptLjH/ssceedNJJ3377bS5sq4zVP/roo3fccccLLrigWXsJsJtuuumHH37YVjOpZxwvbZPTV+1dX375Zd++fS1rCRTvvPPOUkstZQmsRbW+JeVUhPNd8XQ/+uijM8wwwymnnFLSpTEfg3o15rrErAKBNkEgBgkEAoHRHYGxxx578sknv+eee26++eZqWGBlDJrhw4dfddVVu+22G1MYW6vWOJXfeeedjMt6RMvUpdHSv/3tb+mr//znP59zzjkMu7nnnrtbt259+vT5+eefzTY10OaZZ57Rhpk4YMCARRZZZOKJJ15ppZWApk1Fwbief/75iSaaaLrppqvYoGLhV199NWzYMC9qmXz00UcVh02FVqGexdJGy9SlDdOffvppyJAh77///mSTTVYy7K+//jpixIhPPvmECQ5qC7H66qvvvvvumFhJS4/G+b//+z/cRj6Llp9//rnuSkRRNEijeawm7733Hl50xhlnoGq5zcUXX+zza4gGuXG1zN///ndnB/VCNp577rk0q2qNi+Vmcsghh1x//fWvv/66cvQSyawt2mhJfM5ee+1VY+a56sUXX9S+I8Xn2NUINoJXfO9YY41lHQ8//PChQ4cWy1uQtyucTaOtuOKKLeje8V2CenU85vHGQCAQCARGHwTiSzsBAQYoS44hm4QtO8ccc7B+ONRTiVptBg0axB4ik0wyCZ9xz549t9hiC7bvyy+/LLyACWAjasuF7/mOO+5gXNYjL730Uj0Q/Pjjj2luFdNPP/2UUVvPOPW3Ya2mr/7jH/+IcF5++eU88dNOO+2UU07JjAPOFFNMoQHhntfmoIMOuuSSSxiv6JkGTPyK72JtY7AYhQgGklaxTcVCBvRmm23mRS2TF154oWHX6+GHH0b+cdpFF1205NsBDudUiKk+8MADm2++uU245JJLomSpvHZ6//33G2T//fev3axYi+FgqhZ99tlnz+WPPPJI7f2sQW5cMWPpTzvtNIPYMz169JDxqLBi42KhvY2E8H3YY71791ZlgzmtCy+88GqVfpSr1UZL4qhedNFFXtek2LQ+HLfnHdCxAwSTp2rWWWedknfNNNNM2C/d4hi+++67JbXpESwOflYIVITQGZqdS5L7wytEU7lLbLBMVvmPaLw0TqOlQb0abUViPoFAIBAIBAKBQKsQwKxYruy/JAy1t956i2N45plnTiVqtfGOMcYYY7311ttuu+3OPPPMa6+9Fq9gmfEiP/vsswIUwmWpfffu3ccc8z8GAxs3lYhLMOOyXHnllYbq169fLsmZnXfe2YuaFOZgGrliijoihE0OUqVB1WKcE5ti4qevxpdEZgQ3pp56an180Q477AAWAhlfxNRLxp+AxjzzzJNCW8zHovzhD384++yzdd9jjz2K5dXyOJ7GWTbccEMvKhG2Kf6sDU5SUpUfV1555cZcL9sJIOOOO+4+++wDBF9RQ4QK8YeBAwcut9xyM844Y42WuYqbQF57aT3Cmr/ssstQo6222kp7Bj1uIENwP2uaIc0Zlr35a1BDUKxTTz0Vd7KprrvuOqEem9bjiSeemMev2F1HDM1XC6Xuvffedl1q5o3iYOdW+lGuNjWTzj///A54mq2NOu+88zqtwoyppJjaJCg6bn/LLbfo2N6CHFodJ4Vbp/xdvXr1OuaYYy699FJ6qbxWiSMPw6wQqIiPP/544YUXziX2lQN78MEHA41q8tV6OaE+mSPjX//6l8cGlP9o0gacVkwpEAgEAoFAIBAIBFqGwFRTTfXkk08yPh588MEPPviAIZLl3nvv5VxXq43BGXDMONbdTjvttOGGG7JHsQ7kQRU5+eSTGf1El2WWWYYp/PTTT3t86KGHZpttNrZOFiYRC3LNNdfMJTkzwQQTGKpJMT6GU02uuOKKbJ+hRvkXqIoZcY9PRv7IFMtzXseSaTD0GaMc8MWvzm2As+2224KFQMYXjTPOOLlWBjvVAHHN4pFdqMqwubB2ZoEFFtA+y3jjjedFJcKaZIaaA55cUpUfza0x1+uxxx4TIwWCQET+zBqZscYaa9999z366KNtqieeeMK3lzQWGRMqweiUf/3119pwDcw333we65Ebbrjh9ddft0kcAXGVbbbZhn2PcemLGYp5ZkhzRlyOca9BNTEOFmFMvMseXmyxxWwq9MbIhx56KAL297//vVrfoUOHHnLIIVqKAhXDpBwBTiu+US7K1eYBHVgbOM320UcfffXVV0UO+/btq8Q3fvnll+YvT2yS3KsDMuJOgN1oo40cPdiWiGkfcMABq6yyikxJlUcuCUfewYdnEioCvJRVepTyR2DpaCcHCg5GNRF5HGyDDTZA+TrgG1vwiqBeLQAtugQCgUAgEAgEAo2LAOOVycVqWXXVVdMv0bG6CO/7rrvuqvDbb7/Vpq0+AOliYOEMc889d4vHnGWWWTCcarLuuuviOWnwR6r8YtjVV1/NHiUyYgjlomMaoa1SpqFAB1swC+rF0sWRLrvsslxYO8N8rDgfLDfb3IMHDxaXY0r6hFyYM8395bGOXC9xwuOPPx4xEPzEXu666y4hGmn6ZLWff/45coUtCBIyl20D9IMtrgt6f+CBB/70008aCzOicDaw/OOPPy5Ie+ONN8rrKM7zyy+/HHvssTg28oN9KzSaxywCI3/729+05484/fTTEWMk1iMngnEcFkzJY8vkq6++6t+/P66I4dx6663pNwYNNfvss2NfNoPlW2uttUxMYVEshPiYWDEXgA1TMgewmLYIVbkoV1scKuV93SmnnOKkI3swdBYS48XuUoOOTH0ddsTz4lDzL5hJUTbZZJNu3boljlQsz3ldJptsMgdf9yT2BqAgmR7tFhvJMdcFz0yf5vThujZPQiAVNlraedSr0ZCI+QQCgUAgEAgEAqMQAowbxtyAAQP4g30WW42HmL8f+2LUKmmNMPJEHpJpy/S55557jI+HpJKc3nnnna15S42+fNs5lJcy6N90I39kUklO6/mFsRrvqrPqm2++YfahCkceeSRrvs5e1Zqdc8452eaW10y4JpcUM+x7tbWls9bryiuvfPjhh9O/qkK0TjzxRDvwpptummaaaUQ2BDEWXnhh0a0vvvhiyJAhw4YNw0+SwW2XYiNHHHFECtScd955W2+9dfotWfsNn7GZrS/j3sZL3VnhWDe+kR+VJLnmmmusi5YnnXTShx9+aJlQAiUoHNwEnSaffHKZ5gp2IQS3yCKL4Db8DvJLLrlkcRDs66677lpppZXuv//+eeed1zQSe0xtrrrqKpwNnbCCAmViRMcddxy3SKrly0C/zblclKtNzXIq8nbCCSdwtUi9Vzlug4Kismihr1bSkWLL3XzzzRgULcS/UOKAUGKlbICjjjqqpCo9amC2P//8c/6XXT/++CMocPVU8uabb4IdtjYVnqkxsYuwdOubEFDSgBLUqwEXJabUUQjEewKBQCAQGHURYPEMGjSIicZk8ZV33HHHBRdcwGzdc889xR+UtEZ4+i+66L//sp+5w9hlSDF8k6Wb05K/sXFxpT8id9ZZZ5mJeE4mbMUMB3+KV2hTlEknnZR3vyhTTjkla57IFMvlhSMqfvIHH3wwwwwz6JKFHYy5FV9UZ54Vfv7557OwWbos6eInVMyDosmREUmTQTCqCf7Z5CCpQaes19tvvy0YteiiiwoGmgZDHA0TsuAOsCiLL7643WiLzjXXXL705ZdfRh7QoXfffVck6rTTTkNLGNasapzNUGKMVsc4YhqiW2+88YY2xsR5hAQZ5QRQM84443LLLWfPeMyCkHhjOgLIHoInZihAhJMLniQr38jaZ8s+2fcptb2trwZFwZEcpVVWWcVLN9poI58mLFlskPJIpknus88+2m+22Wa9evVCnNJoSyyxBGZityy11FI+HANE2lvmrTAgNJy7LbfcMoeATKBnz5677LILuivypo2SDhPYWpeKr8MDMWdVtmVyDMlXlHvvvdcJTWLJsHTLlx4xzPvuuw/XRZvz+bUxfKZPTiV2V8VhO7cwqFfn4h9vDwQCgdEbgfj6QKAdENh3331nGfkjdMCUXHPNNT0xyP71r3+xAuecc06P2rT+zccffzxrtaKIbJSPj1+xDkuEdaUlH3lJeXoUKGCVatAeIiwgNogAJGHVFd/ChmNzJ+O7PGXcFxtzwDOdlSgXrkmTr5GCQuPawnwsp5EoRBb8s/YIJbUdvF6iOnAbPny4CfsWrAAHPvzww+H8wgsvPP744+IbO++8bwuykgAAEABJREFU86yzzooYTzjhhNKSCadHkI4YMULUaPzxx08l6623HqpjNMa9jY2MpfLaKTeENX3yySf79esnbIjnsNrNB7tLHYuWfbLvU+oEFTeh/Mknn9y9e/c//elP5jzWWGM99thjYl+OVUUxc9tYINR6Pfvss0svvTQ6+uCDD4rMoGF4l7djm7fddhte2qdPH4+Ex2SttdaqOKBytdok4fVANg466KCxxx7bmPvttx+27y36CiuJpGkGapOU6Rj59NNPU6i2/HWWAA/EBm2Dcccd104otnn77bcvvfRSJDwXaoPF4bfAQdE5I4iMBqpELy2B/ZCOcE6VKNemASWoVwMuSkwpEAgEAoFAIBBoOQJMvfQnqddYYw1WY8ozfNklLJL0qI0XMODWqmLeNYub/fDDD2IUyy+/fPqVMCPXEKysIlsrKWRsiWDUGKf1VSIS/OKs0iRiF8UxWdjQS8Z3ebrXXnvlxs8888z222+P2ZqwaZd8SMkjaxsHyH1rZARnePGZ0dUkBQxrjFCtqmPWS8wKrUL1N998cwCajDBRSWhonHHGwaC+/vrrkp3z888/i43cc889yJXACFM+7ViDEAb39NNPL9yqb8mqqa0mK6ywgtEMlf5tmGbgLQ6LqNgJ15b9oKyoo/ZJUOv0j9DWX399wTqUoFib2pSkY445pre/+OKLwl+Yni9KNDJ15Hc46qijfEuRB2IO6FM6rSWpcrX5FTwIPXr08Oi7DjvsMLsC58fxbEhMbOutt9YdPTvppJNsac06QCwNclXxRZwUZmjCKBZyiIFb69TSnEURqamLLroolUh9KWSwd6cGXJwRREZVEgSM18PC+XbdpfJKlKcGjZYG9Wq0FYn5BAKBQCAQCAQCrUJgm222YXxkYSayQpiJuURGm5J3fP/992iDtKS8nkeebDxB9+I/ZamnYyO3Yd6xubMdXvIH1nbaaac0eX76LbbYQmQmPbZhylwWG7mr+s9zzz3Xstd1zHpB7M033zTJ3Xbb7bvvvhPqGTBgAEu6ZM5I1K+//ir4iRsIQqJqtityNfPMM/MdXHnllSlcw1gvdvzmm298BcJfwuWKbUrywlNCTyJd+JKw1corr4wwF9tMNNFEAkqoVIloid7klpbbF6GF119//dxzzy24924dP5qJ1Zx44onvvPPODTfcAI00oAiPE6pwjz32yDxwnXXW+fOf/3zBBRc4quWiXK02aQQp3MTNODWEB3FLH3j11VffeeedwNf4kksu6dmzJ+rSstNt/GbJq6++Kq5l9cW1SjomJwW+bVYWbrHFFnvqqaeAZykvv/zyZZddlg7Bz/mJSjrW8yiAJpgpradxJ7YJ6tWJ4MerA4FAIBAIBAKBdkfgq6++4kUu+WdX6a2ssdtuu43pQ9hnCqXyhG3qcXQW1jabO1vhPPRF03zxxRcHzmuvvSYy9tZbb/Xr10+JANfnn3/+15o/X3zxBUNT3yZFDE2IzFpUE4vV5CCd3oC5j1qIr9pRaI/5AE2QB1sQkwHywIED4XbwwQcfdNBByAzjW6xMoEz5HXfcscMOOyy00ELYzhxzzKFvlvnmm+8vf/mLccq5XG5TMYOzCXapOuGEExA8meYKZnjqqaeuuOKKzX11epEAjghY6msnnHbaaZiYKsxQCoqHHnoIe0HJHnjgARSrXJSr1WbYsGFOt17pb5OsvfbaM800E5BvueUWJESqiiCc6CsyJl7ksb1FUOvbb7894IADSuAV67OOnBRi70gXBHr37m3+t95663777Sc6Jx6IaWPgEG7vSVYYv6OKgnp1FNLxnkAgEAgEAoFAoEMQ+Omnnzi8s8UmniB+whGeS9Rq0yFzaa+XCOKJShVlhhlm+GDkj0yxXB4pYvq3+VSefPJJ9rd4xXbbbXf66afz5Vf7x0KmlAVV6+rg148kanHOOefYgWzrXr16pY6PPPLIMcccg2V99NFHCNXyyy+vfMcdd2SaQ4YMHz4cDUO6VllllYknnlh6/vnn4w+aFUVLJCTvahl+BEa/sM/NN9/sMQuylzqKyg4aNOj+++8/7rjjFlxwwVTY4hT/8a6aRPt/KjXWpfi6oSP/o17Fkp9//hmfRJzqkc022+y9994rdq+WtzmrVbV5uVjlzjvvnJc7jW9x1113XU4Kj44k3iWz1FJLde/e3Vrjn+KHImC+OlWpTWKVLZbtYdsIraPNRCbVdsU0qFdXXLUOmnO8JhAIBAKBQKArIsCvzPRhxCQRT+BK5/NOj1K12nz33XcMsjZxMDMof/jhBz51AzaJGAd8tolrZJIZXW20SSedNJOZlBFMSI1lUklOTSxVlaSYmjYMwSSAyg2ysZ5LyjMvvviiENY222wjBjL22GNrUO0fC+XfWpQ5/vjjvU7jEvn6669ZmcVC00MaRduqiUBBsX39+Q5br2eeeQbLWmaZZfbee287BKe69NJL559/foa4jyVKoDfhhBMKRk033XTiHr5Cr6WXXhqtRWU9VhOsA/ewn7Mw0G3sN954Y8stt8yFMin+gwcOHjz4xBNPNIEvv/xywIABiyyyiL1x2GGHVXtF7XLuDNTRFqpTNNYlj4l3bbrppkKpuEQuHH/88ZFSob9qcsghh2gs4KkBJuNbfLKt69uzpDCaNJfIiDridfq2t6BeIopjjvn/Kcbbb7+Nd1nreeaZp7j5Z555ZhEw8+nbty/epVa+RKza448/ThtYbi6kB0f+yJQ060KP/x+XLjTpmGogEAiMJgjEZwYCgUALEMA9hGLQrSRPP/30eOONx+JPj1K12nz44YcTTDABttCCV5R0YVXzQ7Mak+lcUlvyeNJJJ7GGmxTGIpuypG9+ZHqW/Bqez5xx5I9MSRW7DQK5b85069Ztk002EbNKkv9pCoh8EXZXHmnJfWW22GIL1PFPf/pTpq/M6Ir/WCj/1qLMyiuv7L26lwgewsosWp+arbDCCqv99oMksLbnmmuu3wpWwxxKBqnz0dd1wHrZYHipeONzzz1n8nZaz549d99997HHHlusI28VjAt1wWPRIfNHehESSy+1S5VUE6wD94BJlvS375ZYYonXX389F8rwNRhEyAupk8F/Dj/8cFvos88+W2ihhXJ8Btc1E9ygRBBgX6FjRcEf0v6pnWpW0h1/sOICenhmrhLzmXzyyX14NXHKNLY5NZh66qnBaOdcc801FxZ+4KCNtFB24e23325jK29vSejltzzxxBO4N95lQR0WuzpX+dj+/fsroZEq0kKrc+ONN+p7xhlnaOx8O91vvvnmrbfemv+xZR4NUXfMbadc0piZoF6NuS4xq0AgEAgEAoGGQKDrTmLYsGH77befsEz+BKbwwIEDGWpKvv/+e5EHBnE9cSrta4uhPv3009lnnx2Xq91SLZOXNdykMBzbz4rCPT766CO2O5Mu/xmDo48+etttt51sssnY/Wz3aaaZJpm55lxRMC4+e7ZvxdrmFmIRuuTRxIIQSCGac845J80w/Sm/XXfd1aPCY4899qabbgJj4hX61i8ds162Vgp9/PLLL4zmjTfe+Mwzz0SDwV6cKqax2GKLCYyQZ599ds0112SIDxo0aK+99mJtF1uW5GGFe2AgWexndj9qZ+1yoUzalqr22WcfbBm7s8R4CPTuvvvu/N/1wgGKVDxTKatcYybLLrusFWlSNCuZPxIunrPBBhvkcqdypZVWMs8aIsClff6FW5FPDoInn3zSt2RJkTFpLpERTKu9nw3b5oKyioDRQttvvz2I0kIU37LooosKXVr3Cy64ABEtVsmj6MJlVurII49US3fJYGKWDB/WoCio+1hjjQW6YmED5oN6NeCixJQCgUAgEAgEAoFWIfDNN9+wePjCmZhpIIYL4+awkX97Wl75iBEjZppppgknnDA1aE163333MY/KjaGSMdEJJiATnDVcLsxlUaNc3qNHDzGKxx57jGVZMk7rHwUcQDTxxBOztvNo7DkzFJ0Q/XjvvffmnHNOgZpcW09GRyBU+/3AVC4sxh4tHw0dUpijXl4tODPrrLPus88+qIuqLKC2uOIz2DXQys3Z3LJapmPWyyfceeedzG5oo1VXX321SAUGgjIVJ4bV9O7dW5s99thDLUp8+umn413osdX/+9//XmzcyryAGB41xxxzVAQNmCgfhlAiOAya3cpXl3fHOXOgNdWiDZhnonx9+vQRVk35Ypq6oG2pEGL4hjOSD45MolhS+SxeB+r0og5LhaH2339/qFrTihj65D333HOKKaYQhxw6dGj5xCgru51nZ+6550au7CJBQh4TMcxiY0EzPNahaD9/TfF1rckH9WoNetE3EGgaAdqhbW+Opl8ZLQKBQGC0R4DJ+/TTT2+zzTazzTZbAoPVtfvuu/MxC6TwMfMcf/zxxx6ZPqlBs9LJJptMgGiBBRbQC0u54oorZIRfDM4zLc8GYhqmBh6Jcva0ibGlPIp9MZLuuusuefLVV1+tsMIK8847r1CPR/LZZ58ZwZiMco9tK5988okXYVnM0/KRb731VuyIUQu08tr2KPn666+feOIJqCLDaXxMbLfddvvXv/61zDLLCOOkwpRaMliZuXCBUEbCM1VVS43c8etlnpYYASvOyoX417/+tVgiLw6GdT/33HNYmVDeLrvsAvk333xzjTXWEC3RoD2Ese4UnHTSSZgVmtcer2jumOKE++67L+L3xz/+UTgOIREn9FiUYvBTuTPerLeUH8yK3UXIbUWMToQwNWhx2qtXr7333tvKlo/AQDI+H8cpp5xiq1trToGSZvjYWWedhZ5RVtNPP/1DDz2EehnQ6fjpp5/WWWcdysdB/stf/qKvsCG1ZgQlytXKN5p0MvW6+eabOXjuvffe+nGxKZev9B9tdJj79evHg9Ws0Urea82EejmZyvVCScuWPRrfyI66ePcrr7zSskE6vRfvBX1q39ej7uufrRW8//77IfPWW2/V36u8pSvT9ITgy6vKS3yCk19eXlJisRZaaKHzzjuvpLzJRy7bnj177rjjjr6uycbFBvw6DA4O1FTIWDHIiy++mB5TajvRU7xB7o9UUk/KmnGCiEw97bXRUntHT77NpdGUQJt8oFu8uSue3muP8Yu7P9JjtVQDzTSu1kD5kCFD3DoV/564jrobRLPOkmad0zafpNUR/Ln88stpgGqDX3jhhS77b7/9tlqDRi7nGxa94e3efPPNmbB5qtzexx57LNXBKHH0GEPLLbdcrm1WhmXjFcJEYkcHHHDAO++8w0q2r1ixqAJziupjF2qQh73xxhthTpLWZZR//vnnl112mRiONpNOOik6IeJx++23eyRM9jHHHPOWW27RxmPbiiAMsseYKx+Wf/26667DVVCv8traJTPOOCPGi9TVkNtuu00ooGScN954Q4xrvvnmYxmrskWh6jZkWDvISkpkqaWWuvbaa9EV7IttWlJb/ti56+WSYvkgOaaNMaZfmUuTZD0zrF0x6awddNBBwj6pyg57u1kAABAASURBVNWDALPL02PrU9MAqe3kXFgpgS+71BuR3hqqoPXvbcEIQlsCdIMHDz7ttNNaPzcnDpjIiT3vk0sOZsXp2ZA4jANi51Rs0PpCWgIr22qrrb777ru+ffvusMMOQvFrr702FZE/mRHFzqEZxEuTKhOZpLtWW221Bx54wEchEeuuu664n6AZH42gOty4ddAB5WpbP882H6GTqRetOmLEiEMPPdQ9Uee3aQlZ26ikPR5MrTvVSy65ZElV+zz+Z1SmMIO4omyyySb0xSwjf9IvH+MDLhJa1b7nzxCBpXH+M0qX+p/rig/GjY4YpGPQVtN31a266qqQcW+11Zi1x3Hr8x45nEyH1NIhR+A5e9JjTp1nGzU3y+VNZiy9vhR9PVdjHo3S4UG44YYbWPCpkAHNELTz02NKKSkOY/dZiUM01VZLnR3jEJlqbUrKtdTe0cvl1PewYcPw5NrCispdqmW6uhLwXdYLODbPOeecs8EGG1h0Sp86UtVcscdA3aRm0EAzjauNz8KwfzB2vp7yNjrqbpDyqtolBqyo7soLtaw9VOfWivlYLEGAs88+2/KVT4aiO+qoo1iEaGrFBuVdGqrkqquu8o28wrPPPnvJxBgxL7zwgmiSLbrgggvWaZpgAlkdFQekLTfeeGN6gNcSnXv++edZSG5G1xw7W6/cWGQMpN26dTv66KMnmGAC5Ysssoi3U2KMPI8ulPXWWw8nufLKK21RJeOOO+5+++2nC4+47kqK8thjj3lvUVAa5juRKZbL06hUce5uTe+55x7vYlnmwpzhtnj99ddXWWWVOf73PySVG7Qyw7tvAsVBPFoyM8RUgeORwe0IQ1UUEUMuNs753r17n3/++R5dW1ZTJgvkG2G93Fz2g7irj7IlkBxxLevuM03VJLHHHj168HFQR/y5gjzWmi5VS5jmUnRU2ibiHmclYrOcm/YYeNkztiu2b4Zt8oq2GsQlcsEFF9iBAwcORJnqHBakHAcARON1YTYwRA3FSODp4GcpP0eaVRRrZx9SF45hxQatKWRC7LHHHkKd1JRAlrNvk9vz2JdP4DqnVegWuyX5HY477jhfkd8oz2J88MEHxeUUWkr0jO8eVlbTfhswYAAVRxWobUDpZOrl+LFUINVKaxvuPHnUGc3FN19iBxi/naBnvtjZFeX666/nBUzOPEca42Li2wrEDF0tqIvZttPE2mlYR8LOZsyRueeeG5msU3jmXMk1ZsXQOfDAA1MDGY8p3+KUq8wkqwnd5FtoeUTdxc+56NEu4q91gbFLWvzeko7cRUcccQT9xb9Qv8rjyHnqqafcN7ZNyYDFx/fff9+H8I1RW8XyYt5QbhcfWPEazi1t1L322othBIRcWCPjW7ha8eTaUg+SXVcJMAvsH24Id8bUU0/tRmfpYqQuKp4XJTUAbO8qFgY/rr2x+OKLN/ddrr2K53rWWWe94447Kqq78kLXdj3vreecpnFSsL3ixGoX6phGKKYWi81HL7n+mbacC8Va2sCBpT2oa0ZhjfNV7NVQeffL3Xff7Xgi4fQP0w3UNqpJggsfY+V88cUXPp8Ro7Ca2ORCEK7U9ddfnxmkI9BSY+4G1y7TkMXDmL744osNJaBxxhln8DSNM8447OwVV1yRrtAepOLz7kS7y6lRQmhg2okLiQnlkWBiyyyzDMPxySef9Eg0pmp0NKwPUZIFtfOBRTFPoxGZYrm8MAstl/s6ICaJdzFMc2HKeLs9g5Xts88+sEqFrUytAkmD2GyWBtMAVyqRwpkpSZmwiHzmySefDD3YMr6580UptdGFnSpTlD59+rBKGT9MT0feOA21Xu+//75PYCkttthijAd8wFeY58orr2z5KMlNN930gw8+2GWXXdjZYHcHWb411liD7+arr74S3BB7tOuKn5zz7EakukSwbga3m1HfkirtKTHh7ptuukkDl52FwAwfffRRG2+WWWa55pprTIbOlC+R9M/zNFDOhMtzSBlRGlulSdEsta8zxSt8BbgYA7ZN6gUW32h/olKpRCo4xlowAbdP9+7d6TfcUrmDQ2R8ODLDuGKTWAL7n34jFojHRIPibvTosHivt1gpj20onBp0kU/405/+hCPxgHAxCEt4BQVFL3HNyLtJrZeV8r38C/aPwqJQNfaPwyL2ZcmsdVLX884778MPP+xcQHvppZd2Ioq9GiTf7tSLwU1T2xAVxS4BOqWM11ZskApvvfXWGniB3sI4PNpAvNwIcOxVtZ+w173CNWazFsXBXnbZZQW1mdHvvvsum16Ql7iB3ASCqiV7vf1m2CYjw9mp4A6ca665bPFmCe8yBVptGoBiKNACLg8+ThmPCqu1r6fcOaSJqokrzR3AomJX+RB7hgscP2FDuMYsTT2vqLMNPy5Xk3cJstXZ5ZVXXuEG5m1C2mt0oZjUUjrSauIiYUnYfpxe1doodw/RdDx/rnCPTQpn1VtvvWXb15aktUdVJSC65bxzyfOqONGUVd++fX/55ReYU/qWj8HEslReTZihoLbh3YupDQNRCTM3PVZLNdBM49RAd4MoyWL/s2CYC5NOOin9qRmzJtfWzkw++eTp4LjCxSQ1nnbaaVPJ7rvvXlxxLqQxxhiDx71YmPKOsI5NinmmkSum6ZymQWjLim1cwBpIK9Yq1FGDchExYBS67LEsm7/YgBHsYuKMZwRoUKzqKnn2ur3n6NEhPoFqtVEZZGn+PpAmdzztkFRSLbXJ2cQ0pBCTcdipoMaUVlttNXbPkUce6fpGUZRwXadB6DoXOu6Nj2FQCyywANvIJrzoootsVBrebkwtpVpqz85OzIRJYG8roZ/VEo3xQ5aZoFCJFWUo/LlOOb7wn9JixVL4joxjCx9vyeJjnUpnhytqoYUWyuWtzFDpkPQthCo+/PDDnax80ZgP/s+EEI1hjLqGbDyffNlllzG+7VJ5HSeccEJWxFRTTeVc5PnAKt1iahnK3uITGme9evXq9eqrr3L8seOtF4ZjZ2Lp00wzDW6JI2255ZauktNPP53a8VGuY3we/sDxpey6GrFHi2gFSwTr1t0FauSSKu1tMNvJ4Ol13kgYG0lr2cwebYz0WEzT9a2BQk4HzYqCz5h5k6JZsVc9ea4BFhfLli/DHiBgcRhnmWWWfOKMg2+YtowNwCTYddddbR6Yf/zxx64kH/jmm28iY64Mlphb3kGmG4n9RtcVd6NBCAxxpIq+CbUtFjwKS9SdMkHFuYR4Z+xhJUmU2xj4GHWBPtEzDrhMqi1JWSxiAHYIJunICGDqro1vpC6U+IQlllgCwVbYUNLu1AsEzO7yHWkLgptVmqpkPCpMjyWp/UHnuqQJI9JxxZjlk+lpFwosuCZtMpZQFtuOwqKkmIkZdBqQPrVrK4pBHHWWk71bsYFC3Q2SB5RxFTFNvEu+KLjKJ5984qBSrMXyLprnI0Qy4Wm7I5DNklNPPdXiVvxwuuyAAw5w2TAUHEVeGRmPClVV7FJPIdepE1tNuHnSfBxUhpfTu/fee7uubDzXmK1oa9lgWdIvq7AGcokMc4H3KE3GXULjVxQeMqfAjqJKKjZQyMeZLA+j2TYcXSbGdseI6FPi6lL19ddfyxOxLPrUDmc35KNhSsSjllkoXJOkQKnsXFieYaLxfq266qos9VyLOXgXces4VjxV8sTFYzSGl21fW9wWRvP5DaUETKlNhM+eExpu7CHWJ9OWUcWwKBncdqLfbK2isHpzM12ouCSUiXKrkB6rpRpopnFuYBAlSWwbtrWl6d+/fyqpJ7XcaRPajdQsGT58uHPEeeQ4eHzooYfc04bNQuXarrzsuSRn7Mx6Xmr8aodUeT6nhtphhx3MoVwoJbXS8qpUoqMGWZgU9nCSJZdckjuJF9z1nEqkLpS0mkxAqltJEtvex+ZxukQG7WGE2XhS7MhnpmnzEaAWxxxzTJPLxEJFnNxihP5JNpDLTgSMucaAU442sGjTyDmlYKlx5i++J/pKtzB5tVSe28hQTffdd9/111+fdIUSzMdWpDblkzArqWUrxQZNJWZl5ztEG/73p+n/s0vZ/ToawWHhRBBv2WijjTwWhVoDDlruRnByi1WtyTtEQDDnJNC45ZZbvCWNaT4WCEsZMGCAlyp//PHHH3nkkeTpt4ipl7Rnz544c8YhdXdZuGGtiFof2FDrRfkjD2aYpprSzTff3BFz3dNUrkVmVSqXgsLV7xPEK/Rafvnl7RnXjapy8dX/15wf7csHUbL//vu74OqXSy65RK+icLLXYxFpVuxVfz4tvTSJLerI4GB5BHuGVcBkoqxsHoeF8rd/tAFpbpYyLo6STSWaZ4RUm1LBavqTEdKkikjt60ztB/TPSXSnoOLlesM4jgA+ZpPIuCDoHBnl5UKZfPfdd/QA28ywNkxuI4/C2V3eVXJecptOzLQ79QKN7V6+KW1BoLsvU5WMR4XpsSSlUOip5MBAjdydrFWPfBjsHtqKs4fdbJNlKJVvscUWHlF/fiOZJL/++it+XO20fvTRR/wBWtq+1drobhBtiuKq0KVE8C72sfPMci2p8uicuNeLgzRy3u3Ib+oMC9lZKfOvUyBT47toit12283a8YaKPk888oeTD8FTaFdoUKN7jSravMZtLExBBaTu7tqkdNhhLgMnVrmtZYNlcaqtI6dRLpHh17cVNSauSROuJoLm+larVY7NGt84xMZgspgMOw8OSdWKxalilKRHtciSaKoJpLNgPkmcFC2TGMHCubdc6qmkYurVNC/mUOICP/vss9PrGA2MbLwuPW688caJClYcrbyw0ZRA+QzbtcR5sZNLdBpLK7+U4sJq3HNES+WudvkaooFmGqc2uhtESRKeAt4+NxamlEoqpraHZRW5cpHzlbKndazYsmKh7jYh3ctzUbFBPYX1n9NqoyUtyjqv1qCkHOVI2zilu+yyCwbCMk6PUtae+AMlD0CPWZq77Uve2ymPNgAjzN6T8v5kC4aWO+mkkxZbbLGSWYkG0AbSXK4Laz4x6syOFlxwQZYTJcDNrCo3Lsmw8M4//3zxLnpdHqUHaUkbVcstt1weWa250UUyWcyBg0xw1QWUCg1l5ye9nUqaTOebb74XXnhBx9SSVYDD+LT0mFNvd6zSnHNhzjh377zzTrVPZqRS3RUbOJ4OqTknofC5831XHtla3HXXXTmOwV/MZEy1PjP1kuJXfPypvJhSMulGM6aPMkOSUe309SpOVR7IDAmWt6l6LBGfsOyyy4rzcBq6vzImqRk7m23m8vVIZfnM+kV7vdpWrJSoHSv3d79remDNNNalvGnxu8pr0VduPhsgiZCOkmIzkNoAoCsW1sg7CGkoqU21wQYblPSF6qWXXspnWmOQJqucehSRyOTGlIBgV0UQcptqGQAKpDtNqQG177hxgufDkspT6ou4fphJDnsqaZy03alX8VMpa+43AcdiYXkesoxIvKVY5aQ5b4Q9Pd1007ny5fkqIGsrO8Y0V24vuoqP4VE2HIzOAAAQAElEQVR4V7FcA0akoJnbpVxswfwrxVxx/DHlbZTobhBDFSUbqfmelmGRWHXGjfYeS4T1zMguDtKweeFap8WHs9KYSlwIJd9S4xEy1b7LzW0/IB4UopHRjNTSObFwCgWm8QrNUnl7pJQ7XyzWZ3A7CpORSeIyc0EqJDIeXcnyhF2b/cepMY2gvMVS1E2c08YHAt3E68/3TzbZZBMvclfJE6hqY4efddZZ6aXmpgHLwEmRSWLvGc2mvfzyy2uQ2DfeeMOtL5xbor/WWWcd7yJsU0YP/5M8EWTOl3p6Uf1pIyiB+mfbFVsKzjCIbVe+J3dPySfYBq+++iofoXKHGuWgQkXtBDSUNClcoaiLU0kc3nvuucfusvk9FsVd2ORQbdVAXNdQ/AvSeoRVZ+blIjIJLpFMgJTXKhE2qf8t9cykS7fhLGPtNfkJ9EY9zZocpyMbdNacW6xU6wFnlFkvKGEFWG49X90BbWxv3lvmSj3v0kxjXcobN9p3de/enbEtLZ9q/SU0KnZNZHIveUcsPzYrA0C8q9gdbs0aoUEatxv1Kvu+Z555xtXFpH7sscfKKv9/AU+qAAL/Op9Q8W8tOGnOG+Fkdf/x0cqzG5inloFpiBJkwaA4nxgZPJqpUOy1tgXvvTgAW5bnwGy4AbjEZOqUbKQyTLMYAUuxVzgdc2HOsJ5V1Tl+5zbzFSBFA9hqH3zwgQgvMskWSeJ8osopX0y1MW1uCWm5sOFWWmkljAsIAjUlDNmjQlUw5BNN1lX5IBV/zQ8b0dIuKtqCOS9+lfkVes/e4pf1CaeffrrVf+KJJ/RNQkGww2wzIuOR50aeTDPNNGOPPXZqllJTVU7oBePnRyUV5ccffxw6dCizNdVm3SRIeN5vf8LeVhSdMzdin3uR4JU84SG74447lPAIphHMzdHo0aOHk6I8iRCx8K/zYm9ze9vkqbyYKhSUN2duAuA4NbkWE/MuYnpiC46SPBEWMGZuVn+mwZVA/R+SWlopmCQRMLSmgofpUQol7pvUsrmpPZx3bMWMBtXGvOGGG/hHbdcxx/yveudf0Nj5nW222VCyBRZYQAxWCR+WmDPWbfWPP/54JU0Kx5ndYjsRZzNFh4zmsSgvvfRScahWntPiUCX5n3/+2RzsfOeupKra4zbbbEMhlwvnBXDoK6qgvFbJvvvu20Wv+WpQRHkgEAgEAoFAxyPw37u5vV/M/uOCFTa54IILir/MUP5eFoMbbuDAgcOHD0fVSv7hSkl75iZjES9nNCfff0qTB5cRmR6ljGwmZkn34iOjkO+WQ3e++ebD6IQOBg0axD1cbFMjn41UhmkWZj0Px0QTTcQsy4U5s/rqq7vpa4zZOFUiMIIVffv2tToJkz333JMtQk488URov/jii2JHHotS/mv06YssxG233YaY4bfCZffdd99SSy2lioHIWU5kPCpUpYHBe/bsedJJJ6VyVVnwq6LBl/Lpl6ZQuwvT8/+mjOM8jpnbmb5FYB0PRHXEiPLgLcggTjYt0/bhhx+u3d1n7r777jYGw7HYkmPCRxVLKuaZtkZQJa4lJTJ8EEVGZDK4ARLIkSGiKFRlcC1LBLwcIhDGq7WHhoNTbIMfJkhzIWydlIqUoLwwzVNfUDe4EjDJFgve1eK+5R0B/r/btvRJg/JeSrirjj32WJkkjufEE0+cQqZOLk3IqUG7phLeH0qvd+/eia5TR3wKqWPtFE+zKyrKTTfdVN7Xli79gAsvTJ9gL5VXKSme0/IBc4lNbl/xjHBA5MLIBAKBQCAQCAQCDYtAR1Av1gCa8dZbbx133HFsL+Z7bTg02HvvvRkQ77zzDvZSm32loTbffPNsBzALOEFRhVTCoStskppVS7/88kt2MEf1lltumdpsu+22WJNpuNpTyWieJpsea3r55ZflkbEECGK56aabikotscQSt//238FMVdY9ZYop+s3rbFllsB1RJkZ/amClMF4ik0pUaSCiiAwcdNBBs846K/d5efSStZfWunbK7kSq08gpRZh9DlLH6BQ+8vjGG2+I6aXaFqRMWHEqKF1yySXmXG0E3A/5VIudshplkthsbGUMqiSklmpz6jNR3GTr27rKvVFm0kknFQ32mOSee+5h8ooeE34EvQYMGMBOTbUpNROUzFoceeSR7F0rgn1x/xcnL875+OOPa+8tyBv8i6EPvWoLlqivzdDgSsAkmys7/PaHHyg3IOver1+/d3/7eeihh+iQ3yltvjS5pTUoH9WqnXzyyX/9619zVfqXqylkevjhh1tuB2q//fZLJbmZjAWieHOgTEk9YjP0799ffK+e3502Z5uwSSk/p1wwlHNFWWihhVDKDz/8cMkll6zYIBcapJ4vijaBQCAQCAQCgUC7ItDu1OuVV15ZZZVVmCZcrcJZbvd6vof1uc8++7AVsK+NN97YzVrs9c9//pOtjxcxQIvlLcuzV9iazz//PLKXTSUmrML777//nHPOYXHWM7IvZQfkm16mR48ejz76KMt18cUX91iULmoH4AY+B0qZellQfPXaa68FIye6BhkrJTmfMsOGDZt55pkvv/xyj2z9m2++uUkvuwY33HCDYOkf/vCHzz//fPvtt7/iiit0byvp1q2bTzAa6sJmZfYVP0F5c0XUSxjWl4rpVetrV3MNePWqq65abAMQ4TKBI6GJYnlJXoALrRI+ZW6yO+1PFrDArwgh7pcaM4UhjFI6R6jyGmusgXc5hlwMibNpxi4/66yzkECeC7xIeATO4mODBw8+5ZRTnDJtyB133AEcKKHWK6+8skjddNNNh60VbWhsmYMDswVgsVx+//33dzQaXAn4zNYIxk5XtGaENul7yy238E0suuiieV9hWd98880xxxxj/HHGGYdelako5ae1YrOSQnvvk/b/I64Yo31VUZxZU7KT7f+KDXKhQbQcTSU+OxAIBAKBQKBhEGh36oVvrLDCClgNpsR6yx9+6qmnMgSz81XGo8LcgKkt0MGvzLJPv0zimn/vvfeY/m7Z3r17n3HGGey/3L5lGWOedtpp3PYMU+ZpcZA+ffowSRGwoUOHFsur5X8d+bcTGSK5ARcyK5xBzPbNhSIGrIGuZQdgI0wckhz6lsP8PWbBAdAGHncho1zIxGf6IxiphHXONIfJbLPNxk499NBD1WZYamTYi1tvvbXtsf766/OvC7LVaNyyKuYpUocRffHFF2bbskFSL9xSTM9muOqqq+yuVFiS/vnPf4aGcyGsl6t+/vnna665ZvbZZ7fnoZTKkZbE50WMlcDBgbIt99xzT6dDng/CUGTEiBHgTdSLGc1tMXz48O222053He1A7b3OwckhNe4GRjmupbHjphlGfdlll00yySRWZ9iwYUqQLlSZKY9uYZVHH300b4LYTnGfa1ZbzNPHNqwSqD35JmutslChJdASB1txxRWf/O2/BqukZYISY+A1RIOSkU0Di8avKEbOkVRr3VOmS6drr702Dl8u9rkguU+zactrS0oMwh9BgdiNFYVPgcqyvbnMKjZQ6DQ5kt4YEggEAs1DIFoHAoHAbwiM+Vumvf5//PHHR2x23XVX9qKrK4s7jL0+55xzphIZjwrTowvSNckc/NOf/sRxy/gWfWIXMkwfeughc91ss80ef/xxHn351ghahVwts8wyxxf+e4tpQG9nkuIJjPInCn99IdVWS1mliZ9US72uWt+GLRfOQiDJwgsvLOTy7LPPzjPPPB6Lwi6fb775iiUIBoamPBXutddeTH9Rnb/85S8iJM392Omnn17466677krsornda7RnwB0w8j8shjWxX3nQU2N2GGssbUgZj/hPemScMdFSs5KUf6F///4IJzsYViW1HtG89M+f+BSK5JPR7IzYcuDSLAkKh1Oh65NNNply347zoO59+/ZdcMEFOSxsMyXvv//+p59+anW8XUfji37MPffcRX8HAIG/2267OU3aEOER/PCkk05ysjwmEXC79NJLxZMRXSWGwtA22mgjvQxuQAwKCBNOOCHWBxCT0awoFh1bS/+SJ5U3uBJIk2xx+tprr1133XVTTTUVnmMVXn75ZUxVhLDFA+oIPWqzhmigWVGszh//+Efc2AoWy+vJo/2cDpNOOqmvqKd9g7RxR3DiOBouDp/AaZIIcMum54Dr6Pg7dDIhgUAgEAgEAqMUAg3zMe1OvXxpMtpkiAuSrUa4JD2WS26Qf98ptXGnMmSXWGKJeeedl3d/4MCBiy++uJFTbTEVeKnThsC7hFAmmmgi1ufEE09cHCTlmaT8qfLrrLNORfZlSmqRNGm5CBattNJKs846K5ugvLYLlfj8a0f+YKGmvckmm4x8+m+CmDHW//vw2/8NGTJkrrnmYozitKlsp512Yh1avnHHHdcgLRMDlnd87LHH0LwmBRcqD5PiCXvssQcbV4Bo0KBBHjGZ8leUlIhKpXhmxR2Il+JF6FBFeiYk8swzz+BFAkElw2644YawLSn0iK6jWElweyVJFllkka+//vqFF16AgBInQkowW1a4cC665TELCmQJ8qOMUACRKYoSaGjJtIUJhkZSA9+LpoLLUGJ0RxxxxNVXX52qcmoy2267rXW3/3OhjgZMj/mMN4ISSFNqceoT4Iwb8y7h25C/4447ZCwl9dLiYS+55BJKsoZoUD64kKbNnHEub1BSQlXedNNNDs7gwYM5NaaZZhrLWtKm9iO3xQ8//DDllFNyHNRuqdbG8K4mpeI51b1c8M/XX3/dORK5leeb4N8pb5ZLEEueu3SOSlJBdds+tTRISW1+dNY4mFKzSAOBQCAQCAQCgRYg0BHUy7Tc6PzrLrB33nlHAIFxcMopp3gsEfEQnnvt11hjDde5TBamJI+yy5u5mQqRsYMPPnj//fdnKz/yyCP5l3PYgp9//vlBBx2UStgir478kREKSH2l3NLCDgje+eefX8NPrEoDJvtqq62mi45FMQePLn5pl5P6J4xLMCUJm1IvayGfBL9if5955plLLLFEKknpeuutN/XUU2NZq6++eirJxMAIbSuYsyk1KfZDWq/8dhbzFltsYX232WabU089NX1dqp188snFlO655560RZmD4403XpECKWfGMeZS+2KKxqP0SvBPXE4mC0sdmRdbE7aCTy5PmSI/SSW1U/yNGwIRsjPFja1Fam8C4k7CyJg/sloiLNQPRv7IlFR51CVTJrGv4cOHOziTTDJJGlnq8JonVuBE458bb7yxwqL06tXL+XUkoVcsb0AlUJxey/IPPvggv4PvFahPI9AYfA0+VngwuWZSebNSzqNpa/5oUD6gdbE65eU1Ss444wwHR6xVtEem4rA1uuNd1K+PreZ+KvZt8TktDpLzX375JbXje3kr7Ntc3rLMG2+8gXxyw0HAsG+//XbLxolegUAgEAgEAoFAbQQ6iHrlSbDFXfazzz77zjvvzPefy2XYwTz67j8ed47kkttU7Ig1rFkWRi2/O6L166+/vvfeewzQJPJK32UtngAAEABJREFUlKdH5u8XI39kmIO6M3xvuOEGfID33QgbbLCBwhrSp0+f44477scff1x//fVNHlvLjd3Q5um2ziXFjBcVGxerumIeXCNGjBhvvPGmm266PH/mvnDWc889t+yyyz777LO5PGUgU0KhU3nbpiIAmECT8vzzzxdnbg4mbL/hXaeffrqdqSTLySefXMPDLYyZ9lJuX5LhiUdX2OUvvvhisSpZeKpsv2J5y/I+hyPj4YcfFl5DmYp/LNGArFJxDPyqRJj0aolMSZVHXXRUSywuRuEV8iUybNgwm3+rrbaaeeaZS6ogudtuuxmECZtZXLGNBs5RUgKdpQSK82lxnvV/6KGH0gD77befj8rjiD7h6jfffLMFyoU1Mq+99lqOBb388sta8jHlkooZDTTTONcaREmzZMIJJzzhhBMQRcI9tdFGG4kdCWTVP4jQLo+YpZxgggma7NXic1o+MtV6wQUXOL/UziqrrFLeoFklPlncj19mzz33RJidbtfTN99806xBonEgEAgEAoFAIFAPAh1Nvcwp/xYfV3H+Lb4333zTDcpNLlwgIFaPD5XhKIYmjFAUpgNLyFvY06hCsUre3e/OPvvss/v3748UCXR4qYs2Cw/uL7/8oqW4WbFwl112GTRoEMfw3nvvzUBJf3GRxxfN4yidbLLJvLFc2J34ANuUiVNe2+VKfA5Li30P+Tx5K3XYYYehLuB64IEHwJurOiBjBSEs8GJK5YJFWJ1c3qNHD4Y+mzWHqlZddVVRnT/96U9Fu7nJabPJECdbCPeo1ni22WZbaqmluACEhoqYMJRZeCKoWE21vvWXozemIVhHuC1KOopFeLvoXIk8/fTTYmVEpqTKoy46pqHEryBcblWzts855xw7QZzEHFLjYqrjyiuvjJ060cXynO9cJZCn0coM3sL633rrrQUYS4YSBC75bc+SBsXHW265BZJJ+IxUNRkg0kAzjVMvqUGUNFfEom1mImrKQ8UPhWnTbHWOc99999GWBqnd3i5qzTktHxzsnCNjjjnmwQcfXL4/S9qLCTv7NnZJeXr897//zdM3ZMgQMWS3hgvI1r3//vsPOOAAlCy1iTQQCAQCgUAgEGgrBDqBepn6YostdtlllzFMuepde6Rnz57iA0cffbRQVbb8tGyWsImPP/549zHL79JLL+WYL+9+5ZVX7rHHHspZA1ybLEie/ixu36eeeurjjz9eeOGFc6GMm3ivvfa66KKLDP76668jdUZgQ4sCzTLLLEx8j+WCGRqKnSpTtL/LW3aJEt/CfsJSoIFCZLnxxhunnnrqAw88EFDyqVw48aWXXvr222+5/5U89NBDTLS2/UxhT4ty5513JmzxakEGUaz0FkFUoad5550XnUgln332mYCqRbfxUonUnLFHmfpl4okntoVQzcsvvzy9urzvOOOMs8kmmyj/6KOPxEtliJ1w3XXX2UKM9eQgUNhKsSiANZphWzlUeXfkYYEFFigvZ6c6BVjfPPPMU16rxCYZMGCATLXAl6pOVALenoUbBQ/ExlsQNWKjs+n3339/+OcBW5DJ/5ZS9CmLE3TxxRfnx5SpWJiqDNKCVxe72Ev2avfu3WtoYG6mbbfdNu0Kjqf0X3pwpk488UTn0WgOlFOWGngkylt/To2ThQNoiy22oH4POuggAcZcXi0j1EwsdHkD59dNdMghhzg+bh8bHpE777zz5phjDjeRD6mfhZYPHiWBQP0IRMtAIBAYfRDoHOoF3zXXXJNHfJJJJtl35I/Lnm/SVdpcO9hQSdyRu+++O1bArmUacuJuv/32OaqW2kgZxOJXSBRzgcOevZIMl5TqKBxhVueee24qSelCCy2k8ZZbbsmRj13MPvvshmJ9fvDBB/PNN5/2HkW3GCI77bSTPMEDjzrqKGaxWx+RW3TRRX2gUFt6owG16VriW8zf58CBl70oQi7HHnvsZpttlgvTP6xiHskoBEXiq234yRYC+SFmZdjppptOrJIhZZ4eJ510UtQL8wG7R2KZGFiCA9p4LJeXX37ZKqMN5VUlJSuuuCKbm2WMe5dU5cfVV18d5UY77e1UeMMNN9gz7HWugVRSZ3rcccfN8tsP4zv3YoOyGpmPLGYEwJbLVe2XEetDqMQS0wmq9iJeFeTKeRFmrNZmzTU7RwkU52M/oxyOp/NbLK8nbx2vv/56zK12Y1RfNN5OKEoRFgxW3KkogmYWWjy5Z8+exXJeHhF4Ia+xxx573XXXLVYZpPY0irXWjhvFViwWvvrqqx6LrMljiUCJ08rettnEhezwNdZYw960D5dZZhn01YQpTw1yx7Y9p7afwd966y0bbO+993Zg84uqZVLwCq0qaYAT7rfffpikch/Vp08fGWJBaXJBXX46C0EtKOzS4o5dfvnl+Z7a5CuoHTv57rvv/uWXX9pkwDYc5NZbb+UH2XrrrdtwzBgqEBhNEIjP7DAEOod6ufUHDhy4/vrrs5XT3clG32233djEbvQWfLwrf7nllnNTuo8FvtgHYiDG8SiTTHOPZKyxxnJhb7755um97JWi+ZL+OMREE0201lprFct5gvUlbmJdZNi7N998s7R3795pKP5gxlD63RvzWW211fBA17mbG1cR01PLmSoWJJMHNFRXEaiySBIXbTI95phjQI2foEYaH3HEEQJBbfilPO7oXLdu3fiqOaqNvMgii1gaUS/GtEeLYjXHG288uyJtKpyKpaXLKaecors2RdFGX+E7dqTy77//XlyLhWeVzf/ss89mqKEcarGO6aabbvjw4Rr4OnsAq5QvEXYJP0IutCV4081q0003tdtzec4YxHubFMa3wAJsTVhkyQwxQIbvo48+yvXAAdHkCK1p4CgJFJvzNttsM9tss9UYSmzQlwKHmwP3KG/ZiUqgOBnn0SSxdNujWF5P3sbj4mmyJV/AwQcfzAFRFPSpYkdBWmTAWbvpppvgluhQagl8LNHee/bZZylPCoev6ssvv0y1TabCPr40NTNz27h4JPETAX/7s0i9FFbcUYbaeOON2d8ULJ3w/PPPczlRcXiX79IrvUXqoLXhOfXhq6yyij1vvVBTe8wrkjgXVtBsoZ1KUuqTaWB5cEmTKHzggQcWXHDB0047zSG96qqrcFHfnmqllIkGc889N18JN5kVsS7Ku6jYJI6b/ZPn//TTT1u+2qJNbp8zFCNiYyeL/H/yySe5XIaKqzjgnXfeSXlqUE004KGrR7SsNkiUBwKBQCDQVRDoOOpFZd9333177bXXjDPOyH7l0FXCFKa+WbHrr7++AIIbbvLJJ2fSuciFCHjXtClCSYN/+umnucRdIq7FCTr//PO7+DGcoUOHpvuYxx2Rc60yTxEe4Symau5YR6aJJmbrXRjUUkstlZua7bBhw5Au82El9O3b98ILL8QHWJ9uvh122EGUjD0KAYTQt+SOXSLDdkEai4w05y0fI2yDDTZIJVaEO9zqaC/M+P/Yuwt4rarsb+ADztgttmNgd3d3o/iKg9jdHdjdoljomChijAGigq1YmNjdOmCgojKgiMq8X9l/zxzP89znPpcb3HtZ97PmzD5rr12/HWf99rpcKd25uoxsqGHy7c455xxNcAJWWWWVVK1ban3AagYOHJg0kHcT/8ILLzz77LNJw1hoTsFLLrmE++UG3fJIn3zUHXvRT9yMPy1EhuGoQedN2fXXX88e5UCQ4IC6qwevo+dcimkwriyWBDdaJVZpWUuVpE6WPjErnl8mjz/+uKAH3xe333PPPYUc3SYYO5K56667Dh8+HMezxWoStwPWIZGoyYZeJaU9mWSSSQSNbboDDzyQj/vNN9+YZWYIjAXPobfjvCax/vXwlltuAWnS2CDN6hAwhGeeecY8FuI/qbcN9UQJBgwY4ATIixMgXz8Y9cSNTzqs3P5cffXVFqodlJkBH6TIAC5hxzlA8ByXBdtuuy2v19LKLAsJJ6pFKxh1wgknlHWOXS6o2S2DmL8wvtoEJO0LrQwePFiQX39SnZx48W2dNLP4CdrvvBXXtaGch7gcNrjuuuvaFOwbap+qymC1a//C0JY0CiOiz0Qf4HzXXXdhUz4ctiqRcGliXIzFshgnnB0LKJwzXLTThwOAed7FjNj7gwYNstOlfT4M2cHueHcC0LR0cYGCPlUWNqXDBOYTTzwBLgTY4Zn/qt6T+yeL+ZrRWseys9onoFTat29/3333+VBWI86Z0i6Van788UezX5NwIazM0lKhCQQCgUCgaRBodOrFodxmm21mnnlmvqxPl7gBrrXppps6bfmIYl+4lu89ouVA9OpO1/eS28Gh5DEo5bDmGey9994S00wzzYMPPuiCkzMndsHtWHPNNTXB8qGHHnJ2+wBnwPEeuIM+rrxMpE4fNJrl1ifh+83VcLJzAuaaa67bbrsNwdBzvTVYzqXrUv3hCvNLUkPumHv06MEj4XmL9flooW0uVlNuS3+OGDEC3eJ2myNi1DxLXAgsjTG0e++9F5v1zUbdNZc1seWWW/IJ3Iwm94grxnek4aomG8Yua02Te27+pYSbfsuG4P9idEKmM8wwgzVjTfK6XBBYe3xiDh/awFM36SyNjuA5Q4cOvf3221EpFKieopLUyfxT9ENUwbjySjtIQI/va/mde+65YAc4J5grzP01Fv6QDtckhpBqk6jJhl4lyazwRADca9hNNqwWkUCoIq7cHQTGds7s2dCzt0PtC68An1CHQNlDgEeIyZhuZDvrdoMnrEB7wQmQF8ssa8gB4hhxlIm7QsnpZ11xVS3gzCZLqA0rcGCaI1dUbdu2xTcQ+wsvvDCzKSQcR8ccc8zYsWOtlrxPnKVdLvCb8atu3bo5VPVBXMtCevrpp60urThX3WiYO7mnnHIKz/WII46g0e3Ull5ZpTxjS8JNh9CZw62h9qk7EXtTu9oS5bYjLHjpvBij08AYjdTnwG4iEva7lXnAAQcwwBko4WzXG6x6DLDC1LOxrZzkymrLwd61a1fISLcC8cESrrSKSsVNQdm1564KvHYxA3c9jiCAWAx5NByMWYU+1laO77XbDScD8IkPn0WriO3glQjXZ0UkfDctJw6AdEGwOAVrFcxctTUJFp19EWqtKgwCgUAgEGhwBBqdei277LKff/75d99959LRp9E3b9SoUT7zLh191PPjcTQz4CFx6TgTyInbVmc0rsJv80VPJ+nqq6/uIpOxq0ougo+rk/qNN95w1eq8zlco7bPq49qnTx+uAK8aPaCsv/Am+eXq9CUwCqPjfw8bNoy/zln3fXKyl+0PTwVn4LtzU3jV/In6d6Y51OBjvNpqq6UJ8kSKUGXIL7bYYo3RvY022ohHxY+EYb5+PjT3yFy4fU96/ivKdOSRR6ZXT1069NBDXY2bLKvoscceU8Sn+t133+WIWKV8BcTMHPEhTj75ZPQG0+AlZHWqhFhsuBZ/V3Bg6aWXFlKop6hEtQVxWy/uwdXO63lFrh507Kqrrsp8UEvLhahRMmYAABAASURBVLSRumU4+uijscR6ikryjZamTboohOkmwITV6aefDpZSy2Z7CLgKEUtcZ511xOtKu11/DVLqAsiMmMdCbUCzftAA+uWWW86EWr3OPQegRWuK6SuLNekmC3/GguDvkKzJ3qSIixqpde4qoay4X3BQpxMy7Yvk9TrcOnb8/R9BmW4RMAcyJibL7ivtpP3IHXdir7rqqgbVUPsUsZx77rnxn5dffvm4445z5JaO1BgtfmdvYYwgxWMtTgZ6ZTf5ati2hsC5d5KXVpXXKOUkFxlDwDBPbM1XKW9Qp3RTGrt+sjaSIJ9OA1d+6VWWnlicoLCKSsVNgYGzyYu7GN87NZgCn28XBDgMfu4szUdc3SlkFeLMPveIvWMKq7cCiaNV1NGEPv/8817F8H3EsyIS1qEKbRzpglS5T9VfdpEnpUm0UPNDi3QgEAgEAk2JQKNTL19xd97c3w8//FBQC4Mq++HMj1mRLbbY4oorrnAhPWbMGFxFkX322ccxTZzUyyyzDHtesi8iG3e3DGjKio+rzy2v2oe59HNSKMLt5ri7tZ1lllkKWYVX7vigQYPSZ3j33Xfnw/30008+Kr7x8847b+WG+EnYYDWtFBpttq/G2717d7OT5L333kOPfVDr1GGYw4RIVC5omnzIk0eYt5xuuumEWfIcycLg1OZtdPWEE05IXpe0xbb22msLIumtpZK3rDWNe7uvdTVeq2WdDIzOIoRnTaUMk395/fXXS+Rt3C6fc845RpRXNkiaA/TRRx/hovnauEFcmTTjVr5LBz3PG2RpXWqeh4BxgRE1yro63gn04P333y/MmqXo2KF0JhRqxrRxdUcHvbX31ltvWfnOPSuWpnqBLRbkJJxvvvmyUmZKIBr5yTQSyJ51jrGXFQea3jIjaV8Ah2RKpy5fmSeN79EzKyvWgBsB8S6LU7pB9qmqhFmMEchlG01K3YZzYYwgFalLBrDt0aMHz9621bekrObpZEDA+vfv7/tVjX1zsLHjzHgSx4VRWw/pVVZde2jegYZXuy846KCDFJ9nnnl69eqFkB9//PGC7TQFcYUqnCvGhUQVsiq8Il0+1qJkmHYFs8pZ9kLZRZ6U/IHSq5DKFbam3BhLIBAITHAEGp16GSEXLft+e21A4VX73DZghWrjynD9fWtrrTYblC+6mINnrUUyAw3pfPYaCQjAHPJEwutEK9aGRcinqYDANNNMUxpzqGA/wbOa5yHAL+SNedYfH9ufi1951mpqxYzXiQmU1iOCUapscI1otmHWWq39W41ZrfXkDfjiqs1rxi+tEmiPX9mWVUqo2c0IueGGG1z2WZmovlciq05jwbvEu2666ab11lvvjDPOcG+YyBu6fvHFF6df8nT5WKhz4MCBLkYxYXy4kFV4Vfawww7bd9wPaifAKEbnwmKc4n+P+++/v1AwXgOBQKAlIhB9bgrqFSgHAoFAIBAIBAKBQJMh4ELBtQIR7Pr6668F5zf/48/2ytIN9Ib+i3I/33zzjegTGzJ8+PBdd90V71pwwQWvvvrqIUOGHHDAAUccccSwYcPkbrfddsiSkLjYV/4fff30008on+vFLl261Mp1NXHttddeM+5HKa2PGTPmlltuGaf43+O1117TYibXXXfd/2jZH6nLLruMwZNPPvmH4k//f9xxx33//fcMQgKBQCAQmIAItJ2AbUfT4xCIRyAQCAQCgUAg0CgI4CG4TWnV+V9BTL+ImD0322wz3CkV6du3b79+/RZffHFBp3nmmWfppZdGvd58880ePXqgZ8Kbp5122oEHHnjBBRdIpyKeTzzxhOBVx44dV1hhBa/VyFlnnYUNlpW77rqrtAbj+h8t+yOVwnHCaH8o/vT/t956azau0gpDEwgEAoFA0yAQ1KtpcI5WAoHmjED0LRAIBFohAphGxlvEuPIcrMq/cLj77rvffvvt/fv3x7sAJIQlzLXAAgt07979hRdeoJllllkuuuii2WabTTqJ8FfPnj0Rs6233no8fhV21KhRYmVrr712CqylOmt6Gl1ZtlZQ/vvf/5577rlrqiT0gUAgEAg0JQJBvZoS7WgrEAgEAoFAoCwCoWx4BF599VXRIXxpyJAha6yxxjbbbPPll1+mZpCiav7CobJbbbXVXHPNlUp5Co517dr1xBNPrOmvnqhZQ+mPYSZ6plT1grPpJLL022+/VV8qLAOBQCAQaCkIBPVqKTMV/QwEAoFAIBAIBKpFQOTn0ksvnXHGGZdffvnZZ5/91FNPHTRo0I477piPfVVTF/u77777ztzPtNNO2759+wEDBiTd22+/na8HW9tuu+1uvfXWESNG7Lzzzp9++mk+t3mno3eBQCAQCDQ6AkG9Gh3iaCAQCAQCgUAgEGhiBJ599tm+ffuKWS2yyCKTTDIJOnTmmWcOHDjwqKOO+uWXX6rvzCeffIKw/aPmn3vuuae0to4dOx577LHvv//+xRdfLJBVahCaQCAQKIdA6Fo/AkG9Wv8cxwgDgUAgEAgEJioERo4cecYZZ0w55ZT77LOPMJSxt23b9tBDD73ggguEv/72t7+JiX399dfl/sDhF9/k/sKhgvPOO2/v3r3/VfJDmX7nsF27dswKotH0r8JExpC3Qm6FV7Rw1KhRM888c/afb6lg/PTTT6u/Vunfv78QXIV6IisQCAQCgSZDoNlTryZDIhoKBAKBQCAQCARaBQI9e/Z8+OGHd95558UWWywbEMZ1yCGHpH+4VeVfOFR2xhln7NChw/8r+ZlqqqnefPPNNdZYQw6zUtHQ6quvPnTo0Hfffbc0tyYN3vXll1+qXG9rssn0559/fs3RuP/l7LvvvvFn5TPQIhEIBAITFoGgXhMW/2i9JSAQfQwEAoFAoEUhsNBCC80zzzz777+/6FPZjk8//fT//Oc/S0JZvyvOOuusv/71r4VSglH//ve/M+WwYcNOOOEEZmJr0003XabPJzS98MIL03z22WeeVcqnn3761VdfLbDAAlNPPXWtRTBMvapVXnrppTnmmKPW2sIgEAgEAoEmQCCoVxOAHE0EAoFAIFA/BKJ0IFAXBISb7rnnHgSmpkLTTjvt5ptvLmBVKhtssMGkk06aL/jrr78eccQRyy23XPqLhf/973979Ogh5LXvvvtqKG+ZTzNL8a460Z5HHnlEcyuttFK+qtJ09+7dMa5OnTrNXu5nttlmM8AsZ/HFF9fzp59+epZZZimtKjSBQCAQCDQlAkG9mhLtaCsQCAQCgUAgEGh0BISM8r9qWM/2RLfWWWedH374Yeedd/7ggw/QGMxnkUUWOfzww4W28pX/8MMPH3/88ejRo3/77bcHHnigX79+wmvzzTdf3qaQnnHGGffYY4+lllqK/pNPPundu7eEeN255577008/Sf/973/fc889k4FXQn/YYYfdf//92J1XsS/sTnPSZPjw4Xpr+HrilYjRqUGdY8aM8RoSCAQCgcAERCCo1wQEP5oOBAKBQCAQCARaAAIdO3Y888wz33///Q033HCvvfZCrs4+++y5cv+9rzQG1AvtQfwmm2yyLbbY4vvvv//HP/6Rfu0wGZQ+5513XkRuk002UbZr164fffTRpptuiq0df/zxa6yxxttvv7300kv/85//ZJCV7dOnz43jfhA8Srzr66+/7tWrl3CZ1xlmmEEfhg4dOmDAAK8E/Wvbtq0wIBuvIS0Ygeh6INDyEQjq1fLnMEYQCAQCgUAgEAjUBQEsBV2p5i8cplpFtw499FCxo3//+99vvvnmTjvtlOdCycYT7VlllVWmmmoqVGfJJZe8/vrrL7roIkEzWUl++eWXUaNGpXT+OWTIkE6dOt15553rrbeewNdLL7203377vfrqq3jX+eefr1RmLDJ26qmnTjrppKeddhqOR7/88ssvuuiiol7p9xvbtGmz1VZbTTnllDfddBM6x2CKKaY46qijFLngggsUpwkJBAKBQGA8Eah3saBe9YYwKggEAoFAIBAIBFoUAtX/hcNsWH/729/OPfdc1IgGcyv7y3vTTDPNv/71L4RH7ssvv7zjjjsqxV7warPNNtt333233nrrwYMHL7DAAtNOOy09+fbbb88444wFF1zw0UcfRaKuu+666aabDnm75JJL+vbtO/nkkx977LHrrrtuokw42DnnnCMytttuu+F4ipN27drplQjbwIEDvRJMTMTshRdeePbZZ70SxjqjoGrTrylShgQCgUAg0PQIBPVqesxbW4sxnkAgEAgEAoGWhcD0dfwLh2l0SNHVV1+NJgkoYUTp9/1SVuXnzDPPPGTIkGuuuebpp59GxkS0kCtMaeONN5511llPOeUUnOqII46gyX6JUfBqyy23fO211/AxDGqppZZ67LHH7r333muvvbZ9+/aiWPlgGkv2999//+jRo/VEmAvHo3n99de9EsaHHHKIUd988814IE1IIBAIBAITBIGgXhME9mg0EAgEGhKBqCsQCATqhICgU/V/4TBf8zzzzNOrV6+NNtro6KOPnmSSSfJZFdIzzTQT4vTvcT/fffddx44dGSNCImBt27bFxOQIqaFM9HmZd955RcN22WWXVVdddbnlltMuBsWSPm+2wgorPPLII7fffrsoWdLvtttuI0eOPPLII9Or52KLLXbooYdedNFFlf/tGcuQQCAQCAQaD4GgXo2HbdQcCAQCgUAgMLEg0GzH2bNnz48++mj22WfPeliqybIkMJwRI0awkS4rK6644oABA7LwVLLZf//90acNNtggvRaeAlDYlz6QjB0ts8wyzz///KhRoy699FL6QpHsVXzsqquuEu8Sc5Pu1q1bYm6ZgYSstdZaK6uZRmxt0j//iXx9OOGEEzp37lw9Y1RPSCAQCAQCDYtAUK+GxTNqCwQCgUAgEAgEJjoEpp56avQpT36qgaB9+/Y4Uq2WyFI1ZrXW0+oNYoCBQCDQ/BEI6tX85yh6GAgEAoFAIBAIBAKBQCAQCDR3BKJ/tSIQ1KtWiMIgEAgEAoFAIBAIBAKBQCAQCAQCgfoiENSrvgjWVj7yA4FAIBAIBAKBQCAQCAQCgUAgEPhLUK9YBIFAq0cgBhgIBAKBQCAQCAQCgUAgMOERCOo14ecgehAIBAKBQGtHIMYXCAQCgUAgEAgEAhH1ijUQCAQCgUAgEAgEAq0fgRhhIBAIBAITHoGIek34OYgeBAKBQCAQCAQCgUAgEAi0dgRifIFARL1iDQQCgUAgEAgEAoFAIBAIBAKBQCDQ+AhM6KhX448wWggEAoFAIBAIBAKBQCAQCAQCgUBggiMQ1GuCT0F0YEIjEO0HAoFAIBAIBAKBQCAQCAQCjY9AUK/GxzhaCAQCgUCgMgKRGwgEAoFAIBAIBAITAQJBvSaCSY4hBgKBQCAQCAQClRGI3EAgEAgEAoHGRyCoV+NjHC0EAoFAIBAIBAKBQCAQCFRGIHIDgYkAgaBeE8EkxxADgUAgEAgEAoFAIBAIBAKBQKAyAo2fG9SRgF+iAAAQAElEQVSr8TGOFgKBQCAQCAQCgUAgEAgEAoFAYKJHIKjXRL8EagMg8gOBQCAQCAQCgUAgEAgEAoFAoP4IBPWqP4ZRQyAQCDQuAlF7IBAIBAKBQCAQCAQCrQCBoF6tYBJjCIFAIBAIBAKNi0DUHggEAoFAIBAI1B+BoF71xzBqCAQCgUAgEAgEAoFAoHERiNoDgUCgFSAQ1KsVTGIMIRAIBAKBQCAQCAQCgUAgEGhcBKL2+iMQ1Kv+GEYNgUAgEAgEAoFAIBAIBAKBQCAQCNSCQJF6/RQ/dUOg2Vmb8GbXp+hQIBAIBAKBQA0IxKFdAzChDgQCgUCghSHgPK9VitSr1gJh0OwR+G+z72F0sGERiNoCgUCgRSMQh3aLnr7ofCAQCAQCdUCgSL2miJ8WjsBf/tKmhY8guh8IBAItDoHo8PgjEIf2+GMXJQOBQCAQaE4I/KWKnyL1qqJImAQCgUAgEAgEAoFAINCsEIjOBAKBQCDQAhAI6tUCJim6GAgEAoFAIBAIBAKBQCDQvBGI3gUCtSMQ1Kt2jMIiEAgEAoFAIBAIBAKBQCAQCAQCgXoi0MjUq569i+KBQCAQCAQCgUAgEAgEAoFAIBAItAoEgnq1immMQVRAILICgUAgEAgEAoFAIBAIBAKBZoBAUK9mMAnRhUAgEGjdCMToAoFAIBAIBAKBQCAQ+MtfgnrFKggEAoFAIBAIBFo7AjG+QCAQCAQCgWaAQFCvZjAJ0YVAIBAIBAKBQCAQCARaNwIxukAgEIioV6yBQCAQCAQCgUAgEAgEAoFAIBBo/Qg0gxFG1KsZTEJ0IRAIBAKBQCAQCAQCgUAgEAgEWjsCQb1a+wzXNr7IDwQCgUAgEAgEAoFAIBAIBAKBJkAgqFcTgBxNBAKBQCUEIi8QCAQCgUAgEAgEAoGJAYGgXhPDLMcYA4FAIBAIBCohEHmBQCAQCAQCgUATIBDUqwlAjiYCgUAgEAgEAoFAIBCohEDkBQKBwMSAQFCviWGWY4yBQCAQCAQCgUAgEAgEAoFAJQQirwkQCOrVBCBHE4FAIBAIBAKBQCAQCAQCgUAgMLEjENSr8gqI3EAgEAgEAoFAIBAIBAKBQCAQCAQaAIGgXg0AYlQRCDQmAlF3IBAIBAKBQCAQCAQCgUBrQCCoV2uYxRhDIBAIBAKNiUDUHQgEAoFAIBAIBAINgEBQrwYAMaoIBAKBQCAQCAQCgcZEIOoOBAKBQKA1IBDUqzXMYowhEAgEAoFAIBAIBAKBQKAxEYi6A4EGQCCoVwOAGFUEAoFAIBAIBAKBQCAQCAQCgUAgUBmB+lGvynVHbiAQCAQCgUAgEAgEAoFAIBAIBAKBwDgEgnqNgyEeLReB6HkgEAgEAoFAIBAIBAKBQA0I/PLLL7/99lsNmaFuagSCejU14tFeIBAItDYEYjyBQCBQgsCXX345YMCA+jt8Feq59957//rXv5533nkljf/lyCOPXHbZZd94443SrFo1n3766dprrz3//PPfcMMNtRong19//TUlsuehhx4688wz33rrrZlmyJAhffr0GT9AdtttNyM13qy2KhOlOOjS4osv3rNnz2pq+OGHH/bee29F+O6l9t9+++0OO+yw6aabMivNbTJNv379Fl100YcffrhRW6ywDhuq3ffee2/XXXd9/vnn//vf/zZUneq5+uqrp5566jvuuEN6vOWDDz4A8qSTTmoNV1OJdX777be/+uqrNRlbmfPNN98jjzxSk0Er1gf1asWTG0MLBAKBQCAQmDgQKBklN52zPt6ieKry+++//6K2n6+++qrgmg8fPnzHHXfs0KHDlVde2bD1pNpqfWIFH3744ZgxY3Ts8MMPv/HGG6t0Z7GIvfba6+mnn0bAnnnmGcVrbeubb75Zbrnlll566X//+9/JePTo0VoHHfaVNGPGjOnatet2222H1H3yySdJWfapn6eccsr+++//zjvvlDWokzLDIZVCEe+55x4u/hxzzJE0lZ9vv/127969FWnTpk2p5YwzzjjrrLM+9NBDV1xxhW6XGjSNpm3bttA+4YQTDLbWFk1Kbcv5i2rWc60NlTWwnFSun2XhgiS0Sdmyiiio82+++eadd94J83333ff+++8va5xXrrvuurPMMsvFF19sbef11acxqA033BDIWFzHjh2rKYgJ77TTTp07d7aPytobi/3y008/lc1t3cqgXq17fmN0gUAgEAgEAhMvAhtssMGedfzBIvJ4HXbYYX+v7WfBBRd8/fXXs1LCOyIhAwcO3H333Xfbbbekb6h6Um3VP19++eVbbrlFN4466qha/TyeMYL06KOPdurUaY011rjmmmsuuugiLm/l5gYPHoyiLLzwwrPPPnuyHDlyJI9zhhlmyBiOcMFVV121yy67PPvss6IHgk6/1fALYMOGDROguO2222oySE2M35Oz+9RTT+nqMsssU2sNBn7zzTczO+igg3B4iYK0adMGRTRqnAH//Eshu6leN9lkk2222QY9EC+qtc0JtQ51zOqCpM30+OOPg44mL9YMQmWddOnS5YEHHkCrVlttNXEhMt1008H/b3/7G6KrOJL/j3/8Q1XWZ0a9LBusnnGpYE1mBziLLLJIaS6NgornO5OlrQHEe80117RyFB80aNB+++2nb2XFFGQFN9poIzcI77///sEHH1zrvstKTSSJoF4TyUTHMAOBQCAQCAQmOgQOPPDAf+Z+TjvttNdee40D5wo8p/5Tctttt83DtN9++/3rX/8666yzOH/YiHSS7bffnhk+49U9/bzzzuuVvPjiixw1bGSfffbp0aPHFFNMQUkaqh6+oAiSCquUlVZaCZVq3749ErXzzjsLx9VUMHnG11xzzXrrrQeRG264AaU8/vjjL7/8co3WVEocqVevXgz+3//7fyBKZl9//fWXX37JqZ1tttmSxnOqqaZSOdIlDQ1hAYlSueuuu8S7Nt54YwSpNLdWDfeXW+xZ1hJHGjp0qOCbNVDWIK986623UK8OHTosv/zy9KNGjcIKDCov3HpxJGE0OOf1Fbx5VdVVXnrppWmnnRa8ZcUaQ1ZN35ZbblnWIClTIBfyVmz913Ndh2CFWIEWwLHHHls2cPTKK6+g5eussw5mhauwRJYQHgJ5NF6L7dq1w97dpVx66aVG8cgjj6A39AURdHX94ZnprUOcbfLJJ08aNE+1eYOkLzx145hjjtHbH3/8UZb1cO211+pYTaJOZklwS1DbSv3797/ssssMP+kb/dkSGgjq1RJmKfoYCAQCgUAgEAjUDwG+6UknnfTCCy8svvjik002WZWVcamRCtEz9/F8a+kkSy65pBpWX311r7zzGWecUZSGR4h38cDOPvvsSy65xD09myQNUs9XX33FNxXl4Dumaqt5LrrootgX/vDDDz9MMskkZYvwMg844AA+JXqJSokzzDPPPBI8/kMOOaRbt25GV7bgu+++K0axwgorgCgzEPLC8RZaaKHpp58+U0rwR3faaafHHnuMMyosQFOQb7/9FjdjhiUiDIXcal6BbxSepcbGiNdBwLwIsNQkuJmyfGWRNz73oYceyj5p8Ek1Y5teM8EH8l0dO3asGpjVhFhWsPqE1bXHHnugHAVB+GG11VZbJb2EV8r0WnjiHlpskHWonrqKuOgFF1xg61lmOlkoDtIrrrjCnQJmhUkKGgPQardnZRFrbMopp1xsscXSpQlWY9/ht9kCm2WWWQTTPh73c9xxx5m+ueee20obp/jTA/02ZTpw4oknpgwFFafJiw7bC/qcgl36U1aefPLJ+eefX0Esyy6QyMQmOvPMM/XwxhtvtCNcB7gUyERBljZCpskSIpOVfylXwRYtQb1a9PTV3vmwCAQCgUAgEAgEuGLp0l1C7IKvXCopLDB+WHHU0DA+E8exX79+Rx55JBd/PKqqXM9MM80011xzcdq4j3WqXKn77rvv1ltv5Q6WFsQoeO3XXXcdX5ONEEGyWXHFFe+55x6+o0jFDjvsgE0lff754IMPCvtwmsXHMt/xpJNOYoOVcZEzZZa4/vrrxQazrOx3xhSRlmWONt988/wEcV7lbr311nllPl3N3D399NNCbRgRn/sfNf+8/PLL2vrwww8BsuOOO/KnEUIxlkR3OfTPPPOMMFfy2kufb775JhjV0ICCTXXv3l0osiB4vvUG+aSX8EqZXgtP0aTqu1R5HVZfT7LEney+b7755uijjy4lOWzEoq00UCcCLzw1++yzW+2lJI1xrSLWjaGZRzcgVmbeHqURGzS51157rRWYz8rSI0aMcN3gbgVZclMwaNAgfFV/CmIglivGZQ1oSHQr2zhZVUZk3z333HNmEHNzKZCJnjCzIDNNltC3snuNfeuQoF6tYx5jFIFA80UgehYIBAITFgHe9rnnnos/cJ6uvPJKbnReTj31VDQJwcBPxq+fn3/++XbbbYcz8MM4kWjD+LmMtdaDbBx00EGCMFdffbUYTtZb5OeL3M8HH3yAGyAwnN1M/fO4nxRJyApK6Paqq64qLLbhhhv26dOn4D7KeuSRRwRM7rjjDnEzYQTVKpWJuIS0UWeOo8RLL71E6SldqyjLmAwZMoQLK2GatJgXQ6afYYYZ8sp8GuVgUEF4/+JpQlLbb799fvaljzrqKAUz/bLLLmuMl19+uaEJecHc2DHPHj168LY1Cqupp54al1CqVNhvttlmnTt3nuKP3zUttamP5vnnnxfOqtU1f/bZZ7FLpHo82qp1Hda1znfffdfSEj5KzKpQ3NRgiQKMwrPoViG3mtfzzjsP7JlYLbiTucZhxMoyvcQCCyzw/vvvyxJFZEaTiUq0NXDgQDTJXIv33nzzzVavmJglgYbJzSRR07322kvIa/DgwZaQ2rLcLOEccH+RVoKxY1+ZiNrRDxgwINNIvPPOOyuvvHJWvLUmgnq11pmNcQUCgUAgEAj8HwIT8/+hKF27dj3hhBNcXUu7geYZ83uScMV4V5NNNlmvXr2q+dMLZZGcY445eGmcSzfcGX/74Ycftt12W3f5/PiypUqV1dQjdrHOOutwEPO+oGgbSpAJH9cwDdZIM2VKLJj7iyAMzj333NVWW43Ph2Po/4wzzljaKy2K82CVzNCzbbbZhiedmYljcJ3zgvXhb4stthi/P6+vKa0GtUHpwgsv5HoC7aOPPhJJyAsmwwZ3yivz6fXXX59BBcEw+/bty0DH0tRnTwuDXpQjaeacc07xMWRgn332QQaQ1UsvvXTxxRdHeoUEEdEHHnhgmmmmQRUyrz2fwMqOOeYYfvxVV12l2oaVF154wZxaq3pYoWZgCo3eeeedG2+8MR5ewbJsVjXrsGzBmpQiQm4HOnbsWPaf2GGJvXv3rqlsNXqBLBS6nqISbWFZyM8BBxwgKuU+xaUM+fDDD0Vc046z+A3EavHqpsCMSCtYq6RQnmsFYv18/fXXiFm7du28ZmLjOItYYmW1VthyDYJ6tdy5i54HAoFAIBAIBAK1zPz6aQAAEABJREFUIIBdCFAcfvjhbq8Fi2688cYuXboIsAiFceVXWWUV5cUxeLQS4y3crw4dOvDSUg14l1buuusuTifKkZTVPGuth08mqjZmzBhkj4ed6lxzzTVFQjLZZZdduHQcu63++FdAWZbLfvxKQfErVPP444/XZ07nf/7zH/xt3xp+TjnlFJRyhRVWcLWPTOIhm2yyifCLelIH8k+eNNKFHxYiGHmb0jRedNlll+n2SSedpJVSg/powGUNeKoEM/TMizCIV5TMM4kwF+MzzzxTTzAxhBA/FPKSK0YHAfxzo402ylAV0JC13HLLZRqJpZZairIB5dNPP915551HjBhhGW+xxRYVajb1Rx55JGLw5ptvWthCNBWMy2bVug7LliqrHD16NB6oS5ZEqcHIkSPPOOMMaJdmVa/BkP/fuB9bw1VCnUSRcUX/n0q0ON1007lAufjii0W9vBIA3nDDDZY0y9VXX93itwBcEFg2gl32I5uCCK3Pl/tB1wsGv/zyy6hRozQh2F7I8oq9l9XLah0S1Kt1zGOMIhAIBAKBQCAQKIMA90jEAwHjRruuHjBggBgON4trtNdee3GnvCIVZUqOr2r48OGiNGIjO+ywwwUXXKDd8auppnr4gvx+5CerdvfddxelyYQvO+WUU+JFfMpMmRLdu3efd955GYhfucsX0XrppZdWXXXVa6+t9KfbBAZFWvANN/1iAtrlTQoL8Kel84JnYpv0gPXMZ1VICx3svffeY8eOPfXUU/MUqEKROmWh1mJ66AS/+aOPPsIz88XFhTjQAg6ZcrfddsOdUJfzzz9fFMJYjF2u0YHRE+DWjHQSwSW5xx57bHpNz/wEya2n6KQKufsIIQJWK7YMXDeYaOPFwMeDfWUdrmkdZgaVE9988w2+KpJW9k9W3nTTTQ8//PBUU02lw5XrqSZXVSm6W9OzVK9I5ZpRRwaWB/YlmIxm33bbbV4vv/xykStZpeLmRYg4E+Hlgs133303dOhQlyDYVz7LnnUllNe0ynRQr1Y5rTGoQCAQCAQCgUDgdwR4dcI7ybHjDInJSHOGPv/8c9k0d999NxJS1uO599570++SrbTSSj/++KOIWXr1PO644xTf+o8//LDeeuu5v6dBSDbddNOHHnoI7+KcaZ2yoepRFUEaEUgEzEC8lsr333+fOoMgceZKDVCL5ZdfHrV46qmnsND9998fDrUKs4UWWkgREbMTTjgBjy2t+bPPPhNd1Ci6AqUKkiGmElERfcZ2UBqvDS5iCGJW6De+hISIeWZNoGHvvvsuJ5gznSkxUvRJ4AgmooJig7iZXIund+/eIqVLLLGE1yQGi76qYZFFFkmaBn++8cYbqDLeZcr0qqZ5L7Sr50cccYQoIvbVqVMno27YdVhorqbXYcOGYRoIv4BSweaVV16BrdlBcRPCDFCd7B8oZgn8Dc4///wz/pMpU8LKUSovotkmrlbRdL5UIS0wNWjQoO233x47gp7adtxxRxNxwAEH7Lrrrrfeeqsod/ZfDC+UPfroo/FzctZZZxWy0qtopIFYMMaeNOlp22oopVvxcyKnXq14ZmNogUAgEAgEAoHAX3hmGAja4N4daTnxxBOXW245vj6/jSPrKct9vODG7LPPfuihh6JYGWrcwXRNnnws8av06pk4VfaHHzjuHGKchF8+ePBgAQeRomSjtoaqR1V5+fbbb/OvWRqr5Ox6HThwoLREQeaaay739+KBOiZr6qmnNvZahRljw1xzzTVPPvlkaHgtyH333cenZEOwL2yqVMQNlAIOYiZBDjrooKuuugo1Klsng3qKSRHbXHfddYXsxHBeHvc3DFOdCAkyttRSS7Vr1y5psufTTz+NgOn/iiuuSImuYwj5X43DYA1Bn2+55RbViqp5Je3bt7euFGkosW7XWWcdISzrCrBZtWKY+Jh2k0bCK2V69dQ3sbh99tlnl112Mb+m29Il9VzPaq5erEB7atZZZ9V6oZSQl+3ZtWtXFwFZljCUHhbERQP8LVp0pZB12GGHZWXrnxCwQlC7dOmCca211lq33377TDPN5KD46quvrrjiCqTOjYPhiM1ef/31pb+fe//999faBxzS1QwzG8FqkSgImjrNNNMUlK3ptW1rGkyMJRBogQhElwOBQCAQaCwEXJZvsskmG2+8MSIklNGrVy+OYP/+/VdddVXeJ+4hSjN06FB+P9cWk1lwwQWnnHLKrDfrr79++lsOitB37tw5vXqmK3OumDS59tprubxCE1zwCy+8kK/G623werIKxeiuu+66vfbaK9PkExgX92611Vb79NNPBanyWY2aFt+AJKDSr1nyp1GXglx22WV8Wd0QQ5h88sklCKx23313MY21114bzSgVQQZmqE5pFo1AkNzKwl/Xyuqrry7O0Lt3b358sn/yySdNGTKZdSbpueAie0hUxnb69OljGaTc7Kk2A8z/gYcG/8vy2kJTLeADDzxwp512Mt5Mll12WaxSKDJpJLxSpldgmhGj7tGjh6UuCNZQ61mX6iqGUEozcA8h4v322y/PJ80UuluQrbbaig16jEMWssxdoTPWiUpqlTPPPLNQEA+3QrbeeuvbbrtNb/fee+9XXnmFEnqQNLMWdiryxBNPmJFSee2115JBhafAeL9+/awcbRXMLMs8ty/ktprXoF6tZipjIIFAIBAIjB8CUarVIsBX4x65LB81apSAjHGKfU066aTuzvlnrrFfeOEF8S5+v7t2fg9ni02pyOISLbrooqVZNCNGjBDhOeWUU3h76jn44IO5ufT4j1ISmTRIPcain2Ts2LFZzVli5MiRwjUzzjjjIYcc4tm3b99ffvkly02J0aNHd+vWrfTOvnqN4ipJtWVPd/lvvvnmlltuCVss9Oabby797Sm0UCRhhRVW4HZnBVMCn2RfVtIQhPLK5uLMqYZan/PPPz/WrQ+vvvoqY9Nx11134YqFzmhOKAaMQBYTE+wSkUOtZ5llFrEjBTMRGzH1/y/3g/ZkuQ2YsKJwj1Qh5BMOv/76a9IUnpkBSAtZ6dXArcz6r+dU23g/11tvPaQ6RVOzSlyRYLMFcdMhaCbWdPHFFxeybN6sbEqYU8jUKqW/DSgafNFFF4kTvv7668Jxl19++RJLLGG72UoiipQCj4hTAj97ur5x22J2sFw9TH2o6elMEC5z3eM+SLC9YKZRhwnWp7ZCVmt6DerVmmYzxhIIBAKBQCAQCPwJAc6T8AuviHaBBRY48cQTBbjENG688caDDjqII84H4tPL5d0mM+mCMODJFZTZK/9bVcI4gwcPXmuttTI92iNs8sgjj2Samuv53aSaenh+HNYbbrjBoLI7+N8L//G/N95449lnn8VtNtpoIyO9++679eqPzP/7f2MZMGAAUjreorhK/q+6cf8nLHDeeeehtYIY00wzjUABl1RgAY0Zl//7QxQOUFJc2BT7ks4Eq/noo49UWyqiPcxqcqnFHuUWRChy2223Nct5vdCW2JEu8bA9xS7QxXXXXbdAQtAtgSxespCXsAxfXPjUiAxnwQUXzFfYlGmBI2zWuKCE7/HOLQCvBRGoWW655XRMz4V2JUql/uuwtM7KGgTGtBZsbDeDKijr/2p0X1Txo0ulbSHhp59+uvXgNLBCAD7vvPMKG7qssY+OOeYY9MxCzWS22WazzcVd8SXGlf/ypObc9eDwaZsoQpOXRInnnHPOxoAl39CETQf1mrD4R+uBQCAQCAQCgUCjIyAOoI2VVlrp5JNPfvDBBzlmvBwurEt3jvUMM8wgt4K89dZbcitcaXfs2NFltigTsyTPPPOMmIl2Eaqk8axnPXfcccdSSy3FBdScIJ4Yjjrzgi3w/wQ0dtllF/xn++235z4mmpE3E2d49NFHucIF4US2bdsWu/jwww8LWYVXxVWS1and6667TsirQ4cOK6/8+38TdpVVVhH7Qu20LpclurvXXnu9//77AF+/tv8MF/vxk8/H/fUULrJRoGpt2rQp1IMbb7bZZnfeeae+WQxt2rTBBkVU8mb86TXXXBOHtDwsEktF4AuRE9zKm0mLUfTv319tmSBC9I0qenvJJZe4R9h///258vm2hv/x1zX33HNPyJc698m4hnWYMn9/WmDVrOffTWv7HzB1GHe1F2qzbZh8C0/8uVZBpGtqz67BvUWldt55Z7N/9tlnw9k1iunOF0HehLjFxGx8lxFAy+eWplF6FzQ//vij8HLpbxuyF2i10bA76VYsQb1a8eTG0AKBQCAQCAQCgb+MHDmSt80NdVctFsQv5ygLH80yyyz86a233royRpyhF198EZOZe+65K1tmuY888siWW27JM7v66qvTH2mQVf965plnnskmm0woBr/i7amzIC+//DKP2Q29eJcs8TGt9+nTp5p//S8kdfTRRyOKvXr10pDihA+KwBiIdAWBT7du3dq1a3fSH/9VLmifddZZOnD88cdfeumlKAEiirDtsMMOWkF4KtQ23ll6qwnF33nnnfnnn19ES3Ne84IGnHDCCdNNNx3GpdviaWuvvXbeQNrCEC3UbcvDpAvOUAqD4KUSefn++++50f/I/TTNP64zQaZJT4S2kHwJ8t5772244YZp1AJiqdv0Ban/OixUWPkV9bJWkXlYVbasf67JxbhuueWW7LcBJUylPf7aa69J5wWhYqxIoV07SIetHGFbVxguCwQ8v/rqK5FkhNw2Sfavv/66W4YrrrhC/FmcWew06Wt6PvbYY2wweZsicX5Ezh6xlx1HREA+6dPmrameVqCvSL1awfhiCIFAIBAIBAKBwMSNgGtmDETIi9PJNUcSuMqLLrqouA0XfLXVVjv11FORlppA4nUJNC200EIctZpsMr0Izz333OP+G13hVElkWfWvxyhcnJ977rllvWrX8wZisEjFrLPOql2jE2KSwHYyl9FrqaSQFP/4qquu0kpmwINHP7bbbjsGmbKQkMU35VgfccQRUM1ytY550uCKSC/nUtRIuKbxfpnK2HE8HTjllFNeeeUVnm5ZjseHNiJm2JREWTDlViNzzDHHSy+9lHfojbFQ8OuvvzY1BWX9X00T9iXCyZUX4CJLL730q6++etpppwnoVQC5/uuwTp0XUhY+Eo18991361SwTsa2tisV0Wz8Ex1FnFJYCfETjL3rrrtECC0G65AAxxWDRWtf33bbbSJa+bYWX3xxBol0XXvttSkGhevuvvvuqhK5RZ9EupZddlkM/8ADD3SkzDvvvPkaStNXXnklViz0t/HGG99+++22BhvLb+DAgTvvvLPjiKCC7g722GMPgVm5rVhaJPUStBUHR47TETPe0+MscFBusskmzs3SSrTim2EnO+hLcydmjQ9ql3E/EqU42DwdOnRwn1qalde4hVXHkUceKZHXS7/xxhu2tI0q/ZeG/l+qXLuFinVjgvSn0I3sNfWz/iA46dZff30nsvWcVS7htunMM8/UinQmTj3fJA5EpqmQ8DV1BPvK2vlQzSMAABAASURBVEcVzPJZmqtpZl2UulN3+HId8kVaa5p7+vDDD9e6TWodfoV6LGkeSftyf+U5TUTpLqi1uQY0GI/104CtT2xVCWKgK4MGDQL7zz//zFG+77773DEjYzzX559//vTTTx8yZEhNsHCP8JZVV12VE1mTTdI7Q3wCfDonnXTSe++9VyLp07NB6hFZ4kGmCvNPe+Gyyy7r37+/Zd+5c+csyydeYMfNvfOq7LeepUOMG8qDdCoW+szZcMo98MADW2211Zdffsm4IIbctWtXJ5h2xbUKfYM8bkP522+/iYNtvvnm6G6hhgZ85dFed911TzzxhFBbaTQjNZQGi2F61SvxENEtCa8F8dWAG3oDQLEvPnHBwKtBzTzzzLz5TKbM/YVMBtx65LMm9BjUR8Ryxbimn356pxlBGAYMGIBsVyaTDbIOq++2Xm2wwQbWp3arL1VXS7wO4XTZgYPly1p7kLErLVFOjk+/XHvTXhYce/rpp3v27In82OD0SXBapwHSNd988yWNp3oOPfRQjM42cQvTo0ePFFbt3r27ATIoFaGwCy+8kN4a2GabbYTBdeOOO+6wSimJgrbqnn/8YHE2mporT5+CLV2amnoJ+otNV5DDDjusVnfE5YFLtb7j/mzRsGHDsPwqpeBTTj755DYDB+jWW28tnUhnNH7Pxp1BaW7S4B6WstVZJ1FEwVRDi3g6lAs426UkD/u3334LTKCZGu6+XV15aL79kHdYOLgLllwBV4+qKujzr/iwG8TKIsheSs5T5Xqbr026nv1RQ5ViEcKNW1zZPvUzD4KxGFFdh2yzuJJU1krOt2iaXF6cccYZ/IZM//rrry+44IL2YKapkPBdB1q/fv369OlTwSyfVTqolMsVOP/883mEO+64Y+GznQwa/Al/fpK1V5WUGCmrBr2CHrJqQiuLSWeciZ3i2o/TwMlTkL6h6lFVNZImIu0CH0Ufv7I+ZTVVjbfNeKyf8W4rCuYRcNPMS3YD7QRAxuw+JzYPzKrOm2Vph/954/56hHWSKcsmuGuoxUknnbTIIos8+eSTLn3yZg1VT77OfJpLgG/wwtGnzLdjwI3TJScbl9EQHIaUeYGAK3yMZZ999uFctmnTJp+rKiwF++K54g/GmM+1c3mTXF71C3AxznLtL8fanHPOCWf3Sppu06aNuAHLG264ofF8ADEKYUxtZT3JJ4REhMIEiDBYDI1n7PvuzEfCTZmjKRnTGwuWiDXps0/PKqusAp+UW6fnYostZlUAXyjDh7tOZSsb+wABH3V0oZDG66QV8MQV85/OQiWNvQ4LzaVXCFiZlqjvRdI0+JNvYPhCVY7WQuXAsbBRGjRJsEuu25a2bdui01tssYX9gmC7MefUyUrio5cS6YmEWwNrrrnmTTfdRKMSq71CWNVCQrGsNNttgQUW0IQrDAzfBUehe1ZX9gcbLUuHhgNKE61bmpp6vfbaaw6pCoJnm6rKoGPSHAXfibFjxzoO/l71j/MlX7PlKALrI8QB/eCDD/JZ0jSfffZZ5Xs+y0tPhg4dqieKZOKVkkhkSgmvlIoo6LWliKMqj7PP6nPjfiQy7Dt16uRb4mC1G50yYhd8yrwkVzUbslPeRLsFKVCCzKByAnMQIaks/PhE4zWtJ86OCnXWsz8Vas5nOXbXWGMNd0XCDnl9NWljMaIqh5xVqKH//Oc/6TenzY7T2QqU68D1rcWaHn/8ca/jIb7KJ5xwgrvtf/3rX6Z+PGrIiphNV5VOc1+mwr1Mt27dKk9cVsl4JDgfPlR/3LhV9f/bb7+9IWdtJbKa7YKaEvmTx96//PLLTaXxSjh/1NZQ9aiqToKDXX/99b6RDroXX3wxK+uWtE7XSaXGashqK5towPVTtv7Wphzf8ey2226ls1PQiEUjBksssUTS85Oy1lALvMUtpBW7wgorZPpCgvvu7hyp4GG7UODTc9nzNg1VT77OLG1P3XbbbYZAgyatuOKKEnmZZ555uON8XxGS/FJXkA/KQcS75OJgwlaLL754wsF25oCSmWaaycmpwsGDB+NgefbFazzttNOUVb9W2Djk1bb88svPOuuswi/qPOWUU5zevXv35uA6cPgVwkduJzfddFNbD0NTCrnVUAVJf6gQzahgoxJV1SR6ggouvfTSdroPOj8KQzv44IPdgfokvfrqq3BYcskl3aaZLHyJay5ed9dddxkRJgNhn4zSyvkzRx99dP7c9jHNm4lscPkOP/zwjz76SBPazefWNe1r/sgjjzhR0QbTJHJLw6HXDasUPu5twWvKDIq7D2GMgk1qyNAaZD2n2qp/LrzwwsI+77zzDrRrLcVdad++fWGigc+tsrMstkKWENbHH3/MebZ0Iax+BmB3pULvlbiAwJzNvjQ/HI9yKTDvvPNyg7EyHz/oiZjJzcTucHVrMW+wwQa+Vvpv5UDVTudFOFgKJCorKHHFFVek/cg94C1uvPHGFpLmVl555WOOOYbShqpJtCj8ZUWZO1W1Smlq6pVAdDXluqIgFqVZSQYVnmKpppD3Y15NvKdFU0FcU1lbppwNys6Ns6wzsTrdkRx33HEIQKZMu9T21hYKXqEzKYszbdVa4pl4pSQSmVLCK2Uq1YKes8wyi+Mym680UyZLIlO6xZ9sssncanDmXPL5aBWEl5kN2TfAJAon2tKZsq4Js89fzzpQSPhAZhVqWmcqHHkN0p+suQqJgQMHAg0RSidgBcuassrunTT2/JBTcUenZTzjjDNyrWgwHMwt/YsON5o+VwzOOuustOAZfPfdd6CQyMTx6hCvSQzEdJsFtdVk44okqz+rNp/wXbRg9MSNHffFRzovKrcN8/YNmOZeFP4bKYASJOR+8ajKCufGus364GDhUfmQ2NcQAKY0UdYH0uf2hhtu8MoDSEXAC3ZX7CblgQce4AUmfUPVoza+BT9YohpxkLpo5ItYQmbKCjERCnIHaeojalBPE6wfrYRUQMCmrus85m9S3H3YjziVk8cKL9sQXmHj7DXuv27sWv3WW2+1vAuWDVVPodr0yo9EadxsnnPOOYhfUhae+JjlbVdamWmRM+AbiPpyKKXT+YPhvPvuuxBzahmvD4doAOeB4FEYC/aFhXL0FSFy1ezg8kRO8AEerQMEk5l55pnFjri/rqh4rozFo/jH3AAMQW/xQA6MU8Ip7QjVVj1FJVopKz5/OmYIckWKNO3MkSaCUS5MKXnnPk++I84EvrKVwxd3SYfGMPtdyv3PJ8B3zWmWCb+8YKhmfN45Aw3fIPfaBYNaX/Wf6w9SM6hvPA1TgLved9997nB1XichyVlHFL3OMcccviwiMxDGFpQym47iRl2HFUahdRf9uuEL4i67gqUsYZ86rQS+kMlC9TXBW1MDh9bEoWomV9MFWW655fB/3AZKjM3OueeeK6iLFHm1PnnFdjSPznq2mM2vtIQrQitkp5120iLLCmKnuNkUIrMfLUs79JZbbjFBto8p2GGHHSyDmkRDPqD2lP1SoYkWnTVhqBfC4663IBwas1srmo5F92rLLLOMSzXrmK9jkiqID4ZVgnSxEdm0gQtrGu+yzhxDmZ6n7o7n/vvvd1wi/aXUXPSg1n62JgMHga3rEzVo3I87DF8pIjFOMchnZsopp7QtfdtsZp9qZxzhd9psREKAK8MEgPb52muvbWNnyromfDXt7cIqyl71p/oKG6Q/tTbH7YYDM16CNSlREA4Bt+CLcT8+UV75QOPevqD3yr7s3kmjLh2y1evQRJLdDipbkA033NC+cIvmmjNl6WFqJb16MuBzFCR/nZGybB/TQZ9e88/NNtsMGbCb7CO7z3faOpF2FvtkyuratavL4B49eqBYmeiJSnTAx9WQJZpArHDHBRh9qqtsjovJ9+KsQBiNcZUgTQR+nR6+hTDx6sJShTxUmHNr3E1a/+7FKZM0VD0cO5sCtqnaap6+u26OUVDGpsM8SrjXzOaiNGHvGymzbbfd1kyVGtCogUGDrB+Hj6pCxg8Bl1ymo07iq5q11aVLF7ERblAK6WT6fEIWb8wid21x0EEH+V7kc1O6oepJtRWe9iDSxR0XDEkLuGCQXt10+GDZHWhS0nh26tTpgAMOQBdFSzAuazth9fXXX7stJX369OE8kNNPP51n75JFqUyMXZDHKUeDEiyyyCI2lBMemREcE1MqPb58ENWTGAI6xN9wwysioa16ikp0o6zwpPUN5XPYuv0pfIC8UuqSJ4bjqqgCjIX6fcRFDvM9x3YKNl7Bgvg5ai4Z90fhaeok+u9zhmAAXCf5Hj6O/A0nqprzVeFgDFALw7H43QgssMACIngmxdAadR3mu1Gadt/qY4fY+NgVvrMFY/Tp8ccfz0NaOW39YFNmIb8AEJj+/fvjV76kBRFTwpPFIbNZxo6QpfRqxcr1mdYrOwWPlbYvLFRed7KRVVmWWmoprBjvSmbOBBvN2N1o+A7K4h9WEJcRzLSeiv/p2SpeJgz1qg90nDaLAGm2VsajHhu4wnynLCTh2Wef5YeNGDHCoVxKzW34fNNvvfWWa2xLPBOvlEQiU0p4pcyXbSlp28BVX4LCEYYAE4mkcdfiIsd1jlsWnMERz90kPnVIrMPRfNm02WDFx3lsO++8M4+cX1UQn3D1HHfccQW9V1F4VCSrx9fRaS56nmlMHI/WiZNpqkk0VH8qt4WgIkLAESwqa+lb4nhKVwC+5SByU5he6Z1ZZUtVUPLv3fxxf92BlZpNPfXU6aTmsqB2mcFCCy2Upd1W8DkKgp/4VKs200vT0GeaLHHkkUcKNVshloo55da4/ZK2nHxO8BBeiA+DhrJGfZboEXj6Qw89tMqzPis+fglAWZDOFqD5eFtsBREUGo8pSJ0xleeff74tYH2iK4899hhvIGXV6VlrPUgd+mRC69RVCJsg+yj7UlbulbtMLBrHc41d8HsKBU1rthKyhHVitVgzmUaahj7TZAnrp+zqLTQUr6UIuPa23TxLsyprjj766KwgT9ddZ1kfKDOzfji7WI0VXlPNDVVPoX5XAPiSz7RvazWEweGGSeYr4ea6d7Ar9dAdllMxn1tIuyD29ec4SmRZDoqU5pP49Nh6bkCWWGIJ7mbSl306ZIDm2Nluu+3KGjSU0iUIT8ZX2Nfn9ttvrxBJcFvEzxa7qwCCLOuBSOihyj/66CO4SWdSVinXWXHyySe7jZKuq4DLmQNbDFknfeXVVrkSRSz+K664QqDGlZ9JUcQs63z913Plpsvm2iY+Zz5q+t+3b9+CzZJLLokVCxoX9OP9qjl3AZdddll2lmYJn1dsrab16SJ1wIABiOvPP//8zDPPWKX2dU3GNXXPpuBs60PBwGFuBVqN/MMK4l7exqxro4W2mvNrC6NeVoNzAaD2jyexFfnipUIvt1RcMqX5XmGFFawAtyDpFUffZJNNUtrKw+/5f1wBx3oS93niOQIItjE3JV+zy3uHgnuCTLxSEolMKeGVMl+2nukmLu421CeZeyoSNHYnAAAQAElEQVSKTSS8UuoGf5oPvccee8w888w333wz9Ch9okyZwIV0JhxuhyBGAXNPJ1Em6R/SOB/tWGL3+ixluRKu07hoWVU60Lt3bx3gblJqVNNCWM5cr1VKA/anQoupbz4ARiQYUtbSqeTLlPi/844NQNIrvVya6sXUuKeobG/N83r5IvnKy553EHajzO0wkAp14ga+LjfeeGPezBmKcthHDnTTl7YV6j548GBpEezTTjvNpGfV+izR24zn1vAnpDPLhkp88MEHoPDl22233RLg2dMCg4+GfH7yKNFUL2ikOwL2V199Nd4ixiU9HlJrPY419Mk1/NNPP53Vb+5sw/wh6fbR7QbJlF9++eVkk03maU9lBcsm3EmZHVk878UWW0yiGtGH8V4/1dQfNo2HgHO4QSpvqHrynbEl+f2JBuT1jZeeZpppHGI11e8cK3t+1mTflHpheV/VpmyxYdsyy6a7/nU2xjqssleWh3sxn0LUIv+JVFwWx2D66aeXnuDiZpAT1aJXywTHsHIHWhj1Ej7GfPJDwpG476VCnzcrpDmIBx988Oqrr85Tl3X33XfzIfjEQjRehWL4iBJeHetJeEsWIuaGmDkC5GayxhprcGV48Jl4pSQSmVLCK2VWsMUlhGX4avwz1yFEwiulgQBw66235kPzmK+//nr+mUCZ20SePZwZZOLiLftdcCH47CZGwuUlM1TNt02QoW3btrgHfSZYVv5sWnDBBQ866KA+f/znMkXeXGiJKalWPVVKA/anQovQ6Nevn87DpyYznwQnMgNiiTJzEyZN6B3NNNCGeVnhSTPIRBDDSs5eyyZc0z700EMXXnjhVFNNVdYgKfnNcPbN6NGjhw4kZfbMJ0yBKwYEplu3btm/OOKLYF/2kTiJTaQtaSIAaEO593WjMd8fP25VEOyxY8c+8cQTWFlSP/LII/lWGjb94osvuoQTQRVuxfrcsAA8SYcOHdy5uM73au2ZoPFrWsTbpkjUDhqpEutW6K9OdzG11qOHYnfq79Wrl1mTIFaCnfL33I8JosfMc7r/SyJIsmoSR6JLAfRMtGHvvfeuyayg15P6rJ9CbfEaCAQCgUALRcB3HMUKYtNCp6+hut2SqJeLW85f2ZHzA4REkghnc+/KmiWlywZB2P79+++yyy7oFiVfX7iGy9i1a9chQ4accsoplHbI559/LnQgTfiU3333HbeMc+N14pT0+2885ufG/Ujw1yihIYIv6uVMwWlnm202PuV+++2Hbxx33HF5puq+57rrrmNfVkwKeEXJ5WIdrl5uvfXWbAooS2XXXXcVjtCHb7/9VgfEUvbaay/MrdSyrKbB+1O2Fcrnn38e4TS0hRde2Gtl+eabb3DIsjZGCvOywpPOiljkfP0CGcty8wmAZ68jRoyQtvI9M1HVRRddJN7i1kCd+dnMbLIE4oTvcfQFeXSVz51llSYETi0S28osZAIlvIsxLpQpExGlbHD58MMP0SrVYneCtEigORLCxRsdBZtvvjleKo5n4Ggqs/ETkNoRwuxZcRxvhx12gJUOZMpaE9XUg69aY06z7JbKZ975lo7H9HRgasstUnrNP92VyCorZtMJ+dRTT2GP7gLMTlmzgrLx1k++oUgHAoFAIBAIBAItAoEWQ718v3v27MmZKEurDjzwwCwwcvzxx1f2vF1yn3vuubzD7B8qcGi6d+++++678y+vuOKKmWeeWYWrrbaa+/j//Oc/aSKlObJiO+k1/3xrIvi3XoJ+vLd77733gw8+WH755Q2fIw4T3hilMEWGOX/ujDPOEOITTuFuikExTmISIayGspOIWvNHV1hhBYyOvTiJwBcPEpvyWpMwO/roowcPHnzVVVfddNNNGKBSNRkX9I3Rn0IT6RVzuOGGG4xaRCJPdVJu6dNw3n77bXoEAFz6KZ3E8ubylpVEIZKZ4rfddpsW02uVT2SDpa3hmUQHbBY8itIQkOqkr/DEvu655x72QqBnn322FVLBWNaUU06JlyLYxLjmnnvunXbaSTqJQDebxpP5558f/xGkFSlFroDWqVMn04T2G4KzQmD8/PPPz5Z3/XtiNt0RdOnSRfTvX//6lxU7fnXWVI/rD6ROuFgi1WxLOt+yE1Ii7RGUzAR5zYtjMJUqPK2ECy64wP4VucUhTzzxRLPMRnDyySef1BnpUlGqsddPaaOhCQQmCALRaCAQCAQC1SDQYqgXV9LVe/v27WvyDKoZLRtsgV+FRF199dV8RJokXCtMjNP/2GOPuedGHvhk+MOXX36ZDF566SWOLGV6zT/FKHilnJJMvFISiUwp4ZUyX7alpHlvYOFILbfccvxvfurTTz9NiYDNOeec4hscsjQWM8XZSq5Yr1699tlnHzCmLA4uF9CN+5Zbbpk0+Sd/FLXGH6aZZpqkx+jMVD6Yk/SF5xZbbMF/5Qvy4A844IDpppuuYFDTayP1p7S5V199deDAgTq5yiqrlOYWNCgH3JIS5ksssYTXhCclf332Gn5wGAZEDTbL8OHDBQC9Vi/poiEjh+o5YdwPEoKf5PdL5Trxlj59+tit2FdppNqcmut//OMfyHblepomV9S0Xbt22sISBw0aZMtDGwn02rZtWxMnAln2345S4jDgIjfeeKNxrbTSStJEWPKzzz5DS+wLr8QNhSbsIIBkvGv99denbKh6VJUEVdaKW4n0WvoUz6e0VbO96bWCAMRStBYA4o5DuDIZv/LKK9tss82666570EEHpZBp0qdnI62fVHk8A4FAIBAIBAoIxGuLQKBlUC+fcLezSMsRRxxRlvxUibV6+ILvv//+qaeeykniBmUF77777h49evAIuZhLLbUUB1f4hfOa/iNIfCNMY4455li43G+LcUS+//57lWfilZJIZEoJr5RZoy0owUUTDdh6662PPPLI6667Dr0RFbz++ut/+OGHZZdddu2118Zp2YiMLbnkkpgGnPmdJgvb5Lgvvvji4gnsgcCBU7ww9mHDhnHpsLjNNtssy8I6cBUkWeQnU5Ym1HbUUUchxssss8wmm2xSalCTppH6U2iO2ypyMmbMGOjpaiG39FWkpW/fvtxZVMpFA3KLQd1+++3qKTUuq/noo4+sZz4xllvWoKxS/Z988olGM5cdYVCDiRbfyPMuU2wTYdFZPdI09JkGnxGEtDA6dOiQlKNHj7Yw4OBeA6nGe9MvFqbcCfXUHz239lZddVW7ftNNN3XJ4rT54osvBHMo3ZhsvPHGGJTbGfHexx9/POuqJTfbbLNhWUTknF7AXJpgx14RFUvaK1F81KhRe++99+GHH075yCOPrD+OdzFrqHpUlZeff/65lA4xMBHptxxxxYcffpimsjgnXaagc8zO+fN/N8mM43jWjLiZi5hbb72VMbMkDbt+Up3xDAQCgUAgEAgEWjQCTU29kg/Nj6kTaj7hIhsbbrjhDjvsUJeCRVv1XHbZZfxITrAQxH777ffTTz8x8uQ6XHDBBUOGDJl22mlpCOrFpejfvz+2gFe89tprKFm6HZebZOqpp3YjTiSSpvKTGWMiUdmy+eQaPrqFPj311FP33XcfD2yyySbTvUkmmWSrrbbiTPfu3ZsrOXToUGwW0YLb66+/ftxxx3HZXYojTvxRLqBwGXv6wl/dUBXBgt58803Mbb755vOaBEqCZpxgnr1uJGXZJ+aGOZi+OgVSGq8/+U7iM/36/f4HNjbffPO8vmxapOWiiy6y8ARGGMw000zXXnstBrvnnnuK6dFUIxx9zO3oo4+edNJJa7WHW3KX3Qu89957M8wwQ0a9lEUPLFfr37xkstBCC6HEKHemkaahT5orr7xSWVsMwRABgwACZmfhkOZx7rnnvvzyy1GvxE9YTkDBFrDE/fff3wJ2s5P+EiMmb9HiXc4KfMm1i6gODTLDOOstqoZUu3EgyKRZc1xIE5NlmGizVe2VQHXllVe2QfA3oXVx4wavJ6tQwl4QQLYBpQsi5OVGCVPSpbvuusvtScEg/2pB2vKuSyjPO++8ww47DFGUTuIQ2H777d966y1xbHt8xx133HbbbTWdcj0bZP2oJyQQCAQCgUAgEGgdCDQp9eJ1ce8AJ3zkWSfhtt5444188TqVKjV29+xiWwdESERvDjnkELxLfOahhx6iz7MC/q6oS/q3Rnfeeaeecy+yv206fPhwgQX6ssLVxgGIRFmDpOTtlfawuWnwVd4VysQvFwPheNGITREJvhen85ZbbkG0rrjiCjDyUzP3FNq77bYbV4xzxgXfaKONuHFqKIyRg8irY8C4kKVFXA5/w/oKWdnrv//9b9xMhEFcFG+xzLKsyolG6s+fG/3LgAEDTLTISdmQacFY0LVPnz54l3hCyhJuQg+EZDFbGkwAFy0rghgMCNjNBTokXVlMDVKHKjP78ssvMQSdxL68ZmKWszQbaFv8maaQSAYFb14Nr776KuolJim977777r333lhloaxXm1EYCoWTbhoRG4S5Cfrss8+Q1QMOOMAex7KsjWOOOQYzAbVbAwuMgYBY4fIlddKSMy+yaiKTwukY1zvvvOO6B5VFe1JBxCbx3vTaUPWgdnaNu5JUbeGJDZoml1nbbbedrZdmv2CTXk20pXjhhRfaXBdffHGBdyUbz7nmmssAbVKhP2TVNU3Pnj2zcZlxNkm0Ox7rJ5WNZyAQCAQCgUAg0AoQaFLqhb1wPtwNYz51xQ7p4tnUVEosiz+X5Mwzz+TA1WSZ9K6rL7nkErfC2JdI2kknncRpcNXNZ00GntNNN50sfWZ52223zTjjjGuuuSZ9Ehf5rnj/UcPPLrvs8u64H4kaTH5Xu3tOtTXzJ6+Ry4is8qKIueCVEgmvmeBgIpNiYpkmJSgT3fJE1QqD5aZzeeHMsROuKeRy0I8//nhKNmIvEgURtOEWf/TRR+IPbtyF4AQuCjY1vTZGfwptGd1NN92koZ133hkahdzCq3AEimulWcmKZLkiJDvttFPSWN5QKiv4fFZEYDnZZ5pCgmeM0Qnk6h7aIBcl4GqLzNgdXvMidoGVEY41Lxyp47J7LQgfXSlN4y0SmZhE9MZNxGmnnZYF4mgMk8tutxqUNLEHmfXt21c6ia2tHk/Lw6aTblixhtH79BcprKUDDzwQ/xcOevLJJ7t162ZFtW/f/vbbb0+N6rzhp3T+OXr0aLQ/rymkbQEcz0WMwySD19pwo7T77rsn/BWpfz2mVRN4vqmE9h93Ser+P8HuzLu14aapU6dOY8eOxdIp/y87938vvviiuJ+5cGJbWgKDSuXy/5S0r+H29ttvC37ik8Kbrma+/vrrZFTP9ZMqiWcgEAgEAoFAINAKEGhS6vXBuJ/ZZpttzjnnrBK7p5566vzzz+eNVbZ/+OGHr/njh3/DhapsLxezuuqqq9Zbbz3Bq8GDB/MbOA30eeE96Oq1116LMeIViyyySJYrKPH++++7wS2IDiOWnGwMhEhstdVW4kUFs/TK58sqbOYJpBQCIiRlxS0+RiTE5QAAEABJREFUr1RwrGwuGOFQdoBmiufH6QcFolvWRqiEewrtDh06lLIvQbZ//vOf/Fo4o2casmB482WrqlVZ//4UmsADX3jhhRVXXLF0dRUsvQo34VT77LNPFjakLAiQ/1XDzxprrFEwrulVsAupcHcwYsQIDGeZZZZBA3Awk4gM1FSKng+NJlnkXbt25WHTJIEbEiVCgleIT6ow6dPT4jEi3nl6Tc/XXnvNlhVHUtaelSYSXimlk9ja7D1tQ3RCujEE9yAzzjgjiit6Iy5kCWFTzzzzDNa37rrrVm70P//5D1poF2R/IaZg77RBeGCbsRf145lWPnDAnuzrWY9JFMg6/PDDBe6QJTSygLlW3AiJ5KcFidILViNXVqmsTPTt3HPPlfXhhx869J577jkB/6znmVlpAgLi3uk/zjHffPMh4QWb8Vs/hUritWUiEL0OBAKBQCAQ+B2BpqNePCpxiTFjxvjquwX/vfEq/vfWW28de+yxAiyVbXv27JnITPZ0R1u5iFz+kHhX8nv4kYQyLzwJ3iQNH4JDnHc+RMnclM/+55+hQ4fyjH/88UdulugBwQoECvipaNifbX9/4yGpvEUIBM466yzDOfHEE13hH3LIIdKZiAdi1Oedd16mySeOPPLIsiN14y6wcMIJJyy44IJXXnml0CIaQDj3nD+uvDQ5+eSTjz32WCSZQ8x5dbOeISZWpvi0005rHs2IGA5+OGDAABGVzKb6RP37U2iLN5/+OCFWabEVcktfeeECR1zn/EormOH8orVlhbNbMC77iloA3LKcf/75+dwXXXQRvnTvvfc+//zziGvZqE5Wj44deuihCDZedMABB5gmWTaOebRT1IMV2uCUtQqeDJ+8qA1/VlCYRWfyWdJY4nLLLSe3MQRdtEThv/jii7uFcR3w+OOPiyCtsMIKVqC9WrlRQVcRywUWWEAMrbJlyhXmUq2Qu/AUkmPpJn0965l53A/2LmSHLJVOJRgvvvhiuyYtSL11rDmTzzjjjJEjR6Y+eA4bNuz666+3HRDRQYMGoc2UVQoMbUlB0fy4srINuH6yOiMRCAQCgUB1CIRVINAsEGg66vXiiy+iXj691fzmVYbNt99+K13h28/D4O3xy7lHeeFVKFhZhFD22msvngcfhRt02GGHcSLzRT777LO77rqLhrPCoccepcsKL+3SSy/FQLiPvFgxnGQmtqB7NKuuuupjjz1WoYZk3/yfL7/88j/+8Q+Oe6GrX375JWeaQ1kQwBYss1dxjOOPPx6pw0/mmWce/iKHnvTr1w9QWegDj0WPE2EQfgSm3FSJ8IuYknbTf28Nc8AJUeLXX3+dl5lsPFEybIFLKl1B6t+fQuUpwiBwKu5XyKrpVZChGpJWU/EKeqDpD4P+/ftb50cccQT/GLWgsRE43xJW7y677OJVuibBE3jVuJ+ZRcIHDhwoKIQbL7TQQmZQWKOmgrXqLSoiFIPCuW0Rw6lc5OyzzzbjqGBls2pyHQKdOnUyU4KrN95440EHHWQgFpLBtm/fHgMREqzQH6FX6y3/n7Cr0KjY3a677qpCvMuRmJ/uetajt927dxdOhGHZDpgsnAq9NNhk4C7DYSWoiG1aIUlpM7oHsQ1NsXuNpKzTc4kllsiPK19WJxtp/eRbiXQgEAgEAoFAIND8EPi9R01EvXgbQh8IDI8NTfq95er+99577zF0Se9ZVrAydfKZyuZWUPIvO3TowNPiwAmnaILTz+XilaZS+rzHHnswmGGGGXAzJKFv374pq/AUh1l99dUxNy6+MELhV8s6duyItvHb+KnbbLNNcn8LNbSCV84rx+6Bkh9xy5pGt9FGG0EMp0pxEl5jClqCy905wNMrSGeZZRbu4EMPPXTBBRdwtRH4VOcWW2wh0mjW0qsnDiZ0IAjGKfeaZJNNNhGFq8kfTTae9e+PSvJy57i/ziKSI3ya10+QNCqb/s1SCnZxf4GsJ1amCwjrXADEXEh4pZRVk/CqefA4tqnhuHsK9tY1PFKo/JFHHtl77705+ghw+k08T1SwYJa9jh49WotWwqabbpopxzvhDLnllls++OADy9gx9eqrr1511VUGNcccc7h/kaVXpb+8l5pzPdSnT58ZZ5xx2WWXTZoKT2fFWmut5SQRd0JvIJkZN0g95rSmX3p04qWdIoxsQ6V2XVGddtppwoy2m14lpafgKlYGXukGF6Nu8PXT4J2cmCt0j+YQdp84MYMQYw8EAoFAoJEQaArqhcNst912LnTRGw6fW88KgxkzZsyIESOSAV9E+IIzUWu8ItmXfX733XccuEKjHCBECOM6/PDDufI6JvAi/IJ9Caqox7cHTcIl1lhjDX7YmWeeOXbs2M6dO99www3Z3TCzjz/+mJKbIqZ3yimnsC/rZAsLMNh6661d6rtyxs3uuOOOyt6tyluWzD333M8//zxACtKtW7eaBoJNPfvss6hpMoB/ilu2a9eOzzfVVFOlV25i8nrnmmsuQa3CVCqV1ygoRJYqLPu0GKyxslkN0p+s5q+++opvrTNdunTRq0xfz8SoUaO+qOHnxx9/rFD5cssth5GKt+BgKdjF2CJEeB599FEXImeddRY+IDzoteuf/ykXy0zcTeDAwrnYLGUamtCuqXnjjTfGw10zI44FDMrGR3iWWWYZDEE3hFyw1iFDhmilVPTcLYZVJ8BSmlsfDTZik+6+++7CX3iX7jkuevToQV+2WnvZ7naeOEbKGiQlZHr27GkWRG6xHUeNFZ6y0rOh6km1FZ7gwqjxauPacsst87kuPk488UTnm9nXh/z5ljdrqHSDr5+G6ljrq8clQg1Hxf/Ujikzkh+77/WOO+7YoUOHK8f9JyJkWRK+xaWWskICgUAgEAgE6opAo1OvTz75hFOFk3CR0RvebU1d5IjMN998v/76K3sJ0r59+1deeQWxqezTFCpUQ6bhNnEKfTkEx5KSA+QOe+WVVxYbwbtwquS48z9cxPbu3RtB4kituuqqTz311PLLL0/j5hs947byTsTB+C58xNdee00sRcc4KxxZFPGEE07AElMrpU+0QcyBz7rIIouoH2GbaaaZkvNaatzcNCNHjsy+1ais7hUIAKcf7F9//XVmVppQiYIFycemCll1feVA6FUqxXswvwib+s2+V7myrAeRKF1daKGFvJYK+1Ll+GmseU72OuusU2u0rU71W7FuIsqKoVWoCkcSec57/BgFxqWUZSzeJRZhL1jGliiziy66CHSpQrvmww8/xIvEuOxTO1R007K3nrl3ylrMiArWhJ8IHp5//vkvvPDCsGHDFEw1pKcVYgpS2pM/x1LIWshF1Eid7jvodQMZE4lCAt1loIulpE6ECi8Cr+2pyPiJPY5lzeesqVksFSPabLPNkslKK62k3aw5w9R5UaMjjjiiwuJBIIGG/Bia4NKxxx4rkVUi0VD1qKpU7NkEpukGbKFpC8P5huvaI86lY445Jj9HpbWNh8YyaJD1Mx5NT8xFDjvssLIHRV5p7/t4ZSilhers8pnbbbfdkt4Kefzxx5VyJ2KRJGU8A4FAIBAIBMYPgUanXq7YX375ZXEM0ST0pkIvne/oDU/I4Z5+04wnza+69NJLOYUVChayTj31VD5QkmmmmcbdOda37ri/Ucbn5vTstNNOo0ePvvDCC88+++y8F7LFFlv84x//QIfWXHNNHXCNfd9996FM6mfGwWIvzcV0KSia8emnn84///x9+vQR0MuoHYOaxAB1QwztySef5Iftv//+iFxNxs1Kf/nll/vuJknf4wIB4L5//vnnbvSTTdmnShp1UKZs4YUXTvMuUJYmBdXn9u27775YsSzr4ZJLLmnbtm3lpVj/fnJeBUjVs8suu2haoqFk++23d5tQVkRoq2wFJqKR5stqdL+AQQEqlbXgkS4QYQjo63HHHbfssstOMcUUsLVi+WSzzTbb6aefLrb57LPPWs+YmCXBY0urWs34kl3m8sLmnWyyyVZbbbVBgwbNMMMM8N98883ROW0Jv6y99tqzzjorSxcZBxxwwHvvvae21AdPW96txznnnGPrSSB1ruEdCLKSCFnbzi5KbKukGY+ny5ShQ4daOdWLO4WsIfdKO++8M/IpagSlTF9InHfeeQgkWIS7XdkIOhX63FD1FNpNr7rnxDNxjlYkGbBJn38CuXv37rxtSvExMyVRfzGzDbJ+dKn+nWnuNTRC//bbbz8HhWi2CXU4SCdxhmjtqKOO8mpzWZxeiTtB377Bgwfvs88+wrx2PWWSjh07plCtw8EWTsp4BgKBQCAQCIwHAo1OvRzZfNDHHnuM21Fr//hkwlxfffVV8oQk0BuuYa0F8wa8NI5j0kh4xY48aXyBuI/usPmCBx98sKgIZV64RNxBGnfYSrmJl07CWNCgX79+iy66KI9QZMAn6q233uIRyko21TwZ80rvueceHIDHU02RCW7DWfSRrqeopAEHwoPEexHgrM7ZZ5/dpazL+yR8+ttuu42ZSRefydjgwgsvzNtYf/31s4KNkUBpOLsWibBMw9YvCCyCUVaEZapsyyLs1KnTAgsscOCBB6IEc801V74gcGxYfAzC/HWX4uztGhsZUfnss89gC898EQZpVWNH2IVLCgEWdEs4iK+moaWWWkoRceyTTz7ZlqFx06EU2oaGXXzxxdNOO22+Qmm7w45D/+xZ+xd1R/PoCecP0xMuq+dvG6611lqYCQpXvTia5p57bn0gzit0Ze+99xY1cnTQlBUXOvoPE5Bmbm7esqHqydeZpV08caN52/3799dQpi8k+NnM8O3SsFjBsvpXc9og68curr7RsMwQEKF1UIhUOycdDtJJnCFsVl99da82o8+cGxNXnHiX5W2hln6bLG8xWwep5eFwUzykFSIQQwoEAoEmQaDRqZcj21cfXalyOOxnmmkmbjSR8FooyA/zefA5KeizV5+TMWPGJF9Kwk0eByvL5foMGDDAJyTTFBK4ovp9YPgihSydcW3PE11sscVkcSv5jhKlwke8fdyPRGlui9OYPqjWU1SSDbxnz55calOcafIJ0Rj35UcffXReWUi7lxVNzXve5qtr166ClklEZjJGoSpRmiSiJdttt52pzFdY//7ka5N20fDjjz++8cYbicnT1FVKQSjVFOo0Crgxy/S2icVsy2SaLMELByBeVLpEgcMtS/rOnTt//fXXxmLX7LDDDrUOB1+yO1yoP/jggwrqD/9PEPLxxx+Hv9CWAJGZ0sThhx8+cuRIcRhOYdar0oRFwhG0i3U4y+UpIti9evVC5zJlnRJTTz01zkkk6lRQfyzdVNAokEM+q1EXKsmb6bn+w8TAC2bptaHqSbVlTzPoEBKcFOMVq8+2Q2ZQSBiF+5FqeI4QWU3rqlBng6yfQp3x2rAIvP322/b7YYcdZn26W7Sky37XfI7ZuKo4//zzfV4btg9RWyAQCAQCvyMwcfyv0alXg8PIVeLWTD755A1ec6qQG9SuXbuUHhFvv8EAABAASURBVO+nSnyoiMR4VxIFA4F6ImCb2Cy2TNl6xAPL6vNKTpjgVWMsYzXz9fNtVZ/W87XH/UhUX6oxLCFjIPWvuaHqyfdEnY4gvLdBepivWSStwrrKW2q6kdZPvpVIjzcCn3/+uasoVwPC1OLV7hYtm5pq22STTdykPPDAA++++25NNqEPBAKBQCAQqIxAy6NelcfTynJjOIFAIBAIBAKBQCMhMMccc9x88819+vTJ/mGzhn744Ydtt932nnvu+e9//+s1ExFR7Evgq3///pkyEoFAIBAIBAJ1QiCoV53gCuNAYKJDIAYcCAQCrRiBJZdcskOHDuKTaYx4V5cuXe666y78qvQXC9dff32h5ieffHL06NHJPp6BQCAQCAQCdUKgbZ2swzgQCAQCgUAgEGhiBKK5pkFg+PDhnTt3fuCBB3bYYYcLLrig9FeC55lnnllnnfW111775ptvmqZL0UogEAgEAq0MgaBerWxCYziBQCAQCAQCEzsC9957r/AUWWmllX788ccbb7xROslxxx0Hna233jq9rrfeeiNHjqT5ZNx/hPOhhx7Cu/J/UFRWJtNPP/3888//3XffDRs2LFNOJIkYZiAQCAQCDYJAUK8GgTEqCQQCgUAgEAgEmgsCU0wxxd/H/cw888z6JH417u33x1RTTUUzwwwz/P7y97/PNttsbdq0eWzcfwBm8ODBhx9++DXXXJNsmBVk8sknb9euHS4X1KuATLwGAk2AQDTROhAI6tU65jFGEQgEAoFAIBAI/B8C66+//sfjfvr37z/llFN27tx53Nvvj+OPP55Rz549f3/5+ONrr722e/fuG2644fDhwy+88MKzzz4bT2NQVgTKEisr/WdgZe1DGQgEAoFAIFBAoEVTr8JY4jUQCAQCgUAgEAgE/ofATz/9NGbMmPx/VvF/eX/5y4gRIzbffPNTTjlFBOzhhx8++OCD09/b+O9//6tU3jLSgUAgEAgEAg2CQFCvBoExKploEYiBBwKBQCDQfBH47rvvKkSopp122oMOOmjHHXccPHjwWmutlQ2jb9++7du3f+SRRzJNSowePfqbb75p06bNFFNMkTTxDAQCgUAgEKgTAkG96gRXGAcCgUAg0NwQiP4EAjUi8NZbb8lbbLHFPMtKx44dr7/++hlnnDHLfeaZZ/bee28sCzHLlCnxyy+/CJThXTPMMEPSxDMQCAQCgUCgTggE9aoTXGEcCAQCgUAgEAi0DATEu1588cVppplm7rnnrrLHIl1bbrnlqFGjrr766hVXXLFQ6ocffvjkk09mm222Oeec889Z8RYIBAKBQCBQFQJBvaqCKYwCgUAgEAgEAoGWhcBXX301ePDghRZa6O9//3utPf/vf/97zz33CILhXTfffLNEaZF33333888/X3jhhaebbrrS3NAEAhMUgWg8EGgZCAT1ahnzFL0MBAKBQCAQCATqhMDAgQM//fTTVVddtdbfD/zll1/OPvtsdGvSSSe99957Jco2pEIMbZNNNpl88snLGoQyEAgEAoGJGIGqhh7UqyqYwigQCAQCgUAgEGhBCAwbNuy8885DpTp37ly520OGDNl8881POumkRRZZ5Mknn1x//fXL2ouh9e3bd/rpp19nnXXKGoQyEAgEAoFAoFYEgnrVClEY1AOBKBoIBAKBQCDQ5AiIYqFSb7755o477rjCCivU1P5vv/3Ws2fPBRdc8NFHHxXpeuKJJ2r6M/RqePjhh995550uXbpU+KMdzEICgUAgEAgEKiAQ1KsCOJEVCAQCLR+BGEEgMPEh0K1bt2uuuQanOv744//617+WBeCTTz5Zdtll99prL7ndu3e/9dZb83/nkDIvKYbWrl27fffdt02bNvmsSAcCgUAgEAhUj0BQr+qxCstAIBAIBAKBQKDuCDR5CbGp1VZbrVevXvPMM09NjcvaaaedVlpppZdeeumggw6aZJJJarL873//26NHDzG0o48+OkJeNaEU+kAgEAgEqkEgqFc1KIVNIBAIBAKBQCDQYhBAqx599NHSvw5vAOjTr7/+usUWW7Rp0+aoo44aNGhQhV8yZE/69u179tln77nnnhia15AWiUB0OhAIBJoHAkG9msc8RC8CgUAgEAgEAoGGQ6Cm3zOsawtCXmuvvfa///3vSy+99G9/+1tdi4d9IBAIBAL/h0D83zgEgnqNgyEegUAgEAgEAoFAIFCCgODYTDPNNOusswbvKsEmFIFAIBAI1BmBoF51hqwBC0RVgUAgEAgEAoFAIBAIBAKBQCAwkSAQ1GsimegYZiBQHoHQBgKBQCAQCAQCgUAgEAg0DQJBvZoG52glEAgEAoFAoDwCoQ0EAoFAIBAIBCYSBIJ6TSQTHcMMBAKBQCAQCAQCgfIIhDYQCAQCgaZBIKhX0+AcrQQCgUAgEAgEAoFAIBAIBALlEQjtRIJAUK+JZKJjmIFAIBAIBAKBQCAQCAQCgUAgMCERaM7Ua0LiEm0HAoFAIBAIBAKBQCAQCAQCgUAg0IAIBPVqQDCjqtaHQIwoEAgEAoFAIBAIBAKBQCAQaBgEgno1DI5RSyAQCAQCjYNA1BoIBAKBQCAQCAQCrQSBoF6tZCJjGIFAIBAIBAKBQOMgELUGAoFAIBAINAwCQb0aBseoJRAIBAKBQCAQCAQCgUCgcRCIWgOBVoJAUK9WMpExjEAgEAgEAoFAIBAIBAKBQCAQaBwEGqbWoF4Ng2PUEggEAoFAIBAIBAKBQCAQCAQCgUAFBIJ6VQAnsmpDIPIDgUAgEAgEAoFAIBAIBAKBQKA6BIJ6VYdTWAUCgUDzRCB6FQgEAoFAIBAIBAKBQAtBIKhXC5mo6GYgEAgEAoFA80QgehUIBAKBQCAQCFSHQFCv6nAKq0AgEAgEAoFAIBAIBJonAtGrQCAQaCEIBPVqIRMV3QwEAoFAIBAIBAKBQCAQCASaJwLRq+oQCOpVHU5hFQgEAoFAIBAIBAKBQCAQCAQCgUA9EAjqVQ/waisa+YFAIBAIBAKBQCAQCAQCgUAgEAgkBIrU66f4aeEImNcWPoLofkMiEHUFAoFAM0cgDu1mPkHRvUAgEAgEqkTAeV6rFKlXrQXCoNkj8N9m38PoYCAQCExECMRQa0MgDu3aEIr8QCAQCARaCwJF6jVF/LRwBP7ylzYtfATR/UAgEAgEJiIE4tBugsmOJgKBQCAQaAIE/lLFT5F6VVEkTAKBQCAQCAQCgUAgEAgEAoFAoFoEwi4QSAgE9Uo4xDMQCAQCgUAgEAgEAoFAIBAIBAKBRkRgAlKvRhxVVB0IBAKBQCAQCAQCgUAgEAgEAoFAs0IgqFezmo7oTBMjEM0FAoFAIBAIBAKBQCAQCAQCTYRAUK8mAjqaCQQCgUCgHAKhCwQCgUAgEAgEAoGJBYGgXhPLTMc4A4FAIBAIBAKBcgiELhAIBAKBQKCJEAjq1URARzOBQCAQCAQCgUAgEAgEAuUQCF0gMLEgENRrYpnpGGcgEAgEAoFAIBAIBAKBQCAQCJRDoIl0Qb2aCOhoJhAIBAKBQCAQCAQCgUAgEAgEJmYEgnpNzLNf29gjPxAIBAKBQCAQCAQCgUAgEAgEGgiBoF4NBGRUEwgEAo2BQNQZCAQCgUAgEAgEAoFAa0EgqFdrmckYRyAQCAQCgUBjIBB1BgKBQCAQCAQCDYRAUK8GAjKqCQQCgUAgEAgEAoFAoDEQiDoDgUCgtSAQ1Ku1zGSMIxAIBAKBQCAQCAQCgUAgEGgMBKLOBkIgqFcDARnVBAKBQCAQCAQCgUAgEAgEAoFAIFAzAkG9asamtpzIDwQCgUAgEAgEAoFAIBAIBAKBQKBKBIJ6VQlUmAUCzRGB6FMgEAgEAoFAIBAIBAKBQEtBIKhXS5mp6GcgEAgEAs0RgehTIBAIBAKBQCAQCFSJQFCvKoEKs0AgEAgEAoFAIBBojghEnwKBQCAQaCkIBPVqKTMV/QwEAoFAIBAIBAKBQCAQaI4IRJ8CgSoRCOpVJVBhFggEAoFAIBAIBAKBQCAQCAQCgcD4I9B41Gv8+xQlA4FAIBAIBAKBQCAQCAQCgUAgEGhlCAT1amUTGsPJIxDpQCAQCAQCgUAgEAgEAoFAoLkgENSrucxE9CMQCARaIwIxpkAgEJioEfjll19+++23iRqCGHwgEAjkEAjqlQMjkoFAIBAIBAKBQGtD4C//+te/Vl999YEDB7a6kTXKgO69996//vWvu+22Wz1rx7iuueaa2Wef/dZbb61nVRWKX3fddYcddtgnn3xSsBk6dOi66657xhln/PTTT4WsX3/9da+99tpoo41effXVQtZ4v/73v//99ttvvxj3M3r06EI9uqeTpc0pst1221188cWlnSzU0Niv+v/666+vttpq559/vnStzenw/eN+JEqNR44cud5667Vv3x4epbmVNbh67969hwwZksxMFnyWXnrpjz/+OGnq+myo9VzXdkeMGFF5+NZJt27djjvuuO+//76ayp977rn111+/f//+dlayHzVqVJcuXZZddtk33ngjadSZEs352bY5dy76FggEAoFAIBAIBAL1QYDrduedd/Ja+DfDhg3jDNUqX331Ff8va5Q3w0Pat+4/vG0+d1aPDtTadFkDDnqt3jA3uMoOssy61KiJSSaZZJFFFvnxxx+POOKIt956q0Jb5mXttdeer7afvIuZ1fbkk09ee+21w4cPzzQp8dRTT8l6++23//a3vyVN9jS/jz76qC5NM800mbKQ4NSeddZZCVIsdPHFFy/t3cwzz4yjJtHKrLPO+vdxP3369CnUNnz4cJ3897//XdC/+OKLffv2ff755xUvZDXxa5s2bd5//339Of7443Wp1tYt5v3H/UjUalwng8cff3z33Xffeuut05yC94cffnjzzTdvv/32OtUzYY1t/DXWWGPDDTfMOGTqz7vvvrvqqquec845Y8aMcTQNGDDAxURZ+prs808cEjigsLOS3rHw5Zdffvjhh2qjeeGFFxZeeOFLL70042aUzVCCejXDSYkuBQKBQCAQCAQCDYMAh1K8CwfgOq+yyirjfONaHgsuuKAIQNZ88pAEcOoqvO3kPqaqMLFaGq4hu1OnTpiASnAAnmipCC/cd999VXbvtddeU1WtgjKV5YFJib1k7FTCa9IXnjqmz1NOOeXXX39dyMpeRUh4imhJrZK5mLV23pTdfffd6MTOO+8MroI9Vvbpp58ie3PPPXchK3udbLLJXnnlFZCKquFp0Miyxo4dK6TGXe7QocOef/ycffbZgqtJUMTMuEJCJ3v16oV0HXTQQaWdrFCwPlnuETLkCwm7QzDQ6FxVYA6F3PRqsurTeq1lkXBEHaM4+uijZ5xxxmQvsCN2ilF88MEHSTMeTzOYhlD2aQFbxuNRbU1F5pprrjXXXPOdd94Rd83X/N577yFImNKkk05aU9myej1EiaeffvrNN9+8rAGlBd+2bVvnjBVlfdL8WZrLW1Cv5jLalS0JAAAQAElEQVQT0Y9AIBAIBAKBQKDBEeA34z/bbbfdQgstdOGFFwpfTDvttD169EhecuH5z3/+k3PjUrnUFZ5jjjleeumlAj0QItBhz4Le6//7f/9PVl64Yn846sX/n3feeVlusMEGxYxx75tttlnqz0wzzZTY2ZxzzsnHUoRLmjQHH3ywRjO56aab+GGdO3fONFlCrELBWoX/nWou+8yzUzTVa1kz3ObKK6/87LPP1l9//bIGlJdffrlRfPTRR6hIEuEm3aNPr9lzxIgRJrGa32QTW3jggQdWXHFFdEJVeVEbVkajS6WEMIvhAPy2225jzEvG0z7O/Qg7CGgstthiF198sQWT5KijjjLjSRZddFH11yqpkyuttNIss8xSlg9QVhPwrLWhvMHDDz8M87KSJouxTbHAAguUtTEpDOojQlhiicJrpZWgKCeddBJ4EeaOHTtmBjqDS0DjhBNOYJPp65Sofj3XqdqajK2fk08+2WmT2HsyQynvuusuWdZe0lT/dH+EyG2zzTbiWjWVWmGFFR566CGNXnXVVSydezVZTlh9UK8Ji/8EbT0aDwQCgUAgEGjVCLhE54VgU3ziKaaYYuutt15uueX405xymlJZffXVUZqZZ5551llnLQDDYaJHEvIy1VRTMfPMK1NaqEdWXnbffffkppc+sTKWBx54YGkWzZFHHjn55JMz6NatW6IA3FPeP1/5+eefp3n88cfnn3/+1G56fv755/w8nC295p9TTz21qmoV9XPBa5LevXsnupjV43UcT6zzY6mllsoqkXBbz8s0ZebCa11lt912M1NLL700EgUcZNVrknvvvVdtifBI7L333qXsQsRAlqAWT70m6devnxAEkajJhv7tt99WVU1idgRFdVIIDp8s7UnSZAHPmuoZP71dUNd5UmT82sqXQpy6du2KjQD/yy+/zGdJi2vJQuMRMMFAmkz22WcfC/KOO+646KKLQJfpq08oXtNipi9dz9XXXJMlRn3BBRc4T1zNvPDCC8zsSmvb+eNORBAeRzL7LibQb6+ZiJpm/3ZLKSLY6ApDoMwZYjHTJHEstGvXLqXTE03t37//8ssvj4O5f0nK5vYM6tXcZiT6EwhMTAjEWAOBQKAxEeB/YCldunQRo0jtcHN//PFHPlB6LTzpv/vuOyyiSn5SKN5MXvmmAnS43yKLLDLeXeIIllLTTNOhQ4fs98FSE9gjljgesskmm6Qa0hNj4Y9yRtu3b580dX0K92211VZ5apGnDUgRwlMaYKTJGnr55Zf/UfPPLrvsgr8RiZqt/nHPPfecd955HGViOFYd5i9N6A3z5ptv5iLzj7n+pSL0xzLrUsMmtt1227rOlCL17APedeihhyJXWGXPnj1nm222fIV9+vQ55phjEBXgzDPPPPks6emmm+7888+ffvrp0ZhevXpZ4ZR1krqu5zpVXpOx6JZw9DrrrGPIbCxsEdQZZpihrjPrHHvyySfV405BPZmox72PpeXgypRzzTWXRS5mW2V8OyvYZImgXk0GdTQUCAQCgUAg0PwQaL09+vbbb92j8074x9zxNNDERl5//fX0WngOHjyYV7fyyitzaApZzfz1k08+EbHZd9wP1sFXc7nevXv3cYr/PRr7b2wMHz787rvv5vlVI6JSpaiKTXElp5122gEDBuQrEdkzolL7Uo3wJgc9Ty0y2iBCKNY055xzXnHFFXkDaSHHrKottthCWzUJ5rbWuB+Jmmzojz76aAE9c0ESr/OUJosuuuhFF11kfSIbFmdGaPMJxqIcSEiLvgXIIBXMPOCAA4RukJC77rqrQCEEhfbee++xY8eeeeaZwM9K5RMi1SLYNHvttZd9/VtL+C8WOHbOPffc22+/Hc9MkSvsUeDLOiRuhcTistg1TRLMf4klljDSJAoar3NJKN7aTsrsWQgP0kPGyllyySVtJZTeKqVsVhLUq1lNR3QmEAgEAoFAIBBoGATuuOOOF198kReS91fmn3/+aaaZZtCgQaNL/gI4jatlbYtReBZkxIgR/fv3z5MB6UThPKULwosq1NCorzgPUiGkQG644YZvvvlmzJgxt9xyi9e8FP7GxnXXXfc/WvZH6rLLLtNVUPyh+NP/V/5b2BjgjjvuiE5UI/iPhn6XP/731Vdfua33Zu4KNZx66qkmSNZ4C+f1+uuvHzp06B577CEGUms97LGjL0p+vvzyy5/H/UiUZH6hiIKpcgE9pI5svPHGNNidNJHWE0Qr0Yz77ruPlywoRN/Ysuyyy3LHt9xyy7o2pEhpQQyzwr+Xy5qwOHfeeWeLTSQToy7wrkceeWTTTTfFEPbZZx9hMXQlK1hIdOzY0W0C5eGHH47B2pLSedHEnxbruJf6rOd85eOXnmSSSdKI3IbYU1ZChX+sVbaJfv36PfHEE4Usq8VmQd5wWlnGuNpqqyHqjrvJJptsjjnmQO8tMDT1o48+YtCsJKhXs5qO6EwgEAgEAoFAINAACHzwwQdnnHFGaUUu3RdaaCH3yvlf0UlmNPTcl/zvp6UsT64hR67AB3AbWZ4FvdennnpKVhPLWWedxRsuK0INpZ3hC+aJWUo//PDDLJGo9Fp4Vv5b2O7a33///fQnPSDw3nvvpXR6qvOcc85p2/Z31wsH3m233TSUF4zrnXfeSV4+Rz/JhRdemCfPefs6pd944w3sdIEFFihtt2w9o0aN6tSpkwVTEIHT58b9SBSyvCqiYL5C0/HMM89kGjE9vEtYT8hLyOKHH344/fTTu3TpgsBnNo2UgH+3bt1wgIsvvthirpMooqC4k0qy7tkyNotR50X0NTOQePvtt8UI+/btK8KDQqAElElw1BtvvBH/tLlQKZFAgKSssk8cZv/99zeJzBScd955rUZBnsy4Xus5q6XeCbHlDNvsqmLuuedee+2199tvP3H46lsYMmTI2WefndkPGzZs9dVXV4MdIXiLxDp85NqzYsguAmaffXY3R8BUyvZ59tlnbUkGzUp+3//NqkPRmUAgEAgEAoFAIBCoDwKuhHkeHJHSSmaYYYZVV11VvOKFcf/wPW8g+EC/+eabuzPO61Oa8qXx/QuHvM9CTKzwmkJkTz/9dEGff1VJ6kk1T94/b56rx1er1R4rQw9qFfSJ+1i5Nj7xrLPOyv/DoDbaaKMOHTqIv3kl3Ottt90W35h66qmvvvrqV155hUeer01XefZTTjnliSee6MI+k8UXX1y8C2VSMG9f1zQflCfKWReYwgGqLK6Tep4HxyslkSjVl1b72WefibLS85LRSEGJ3r176wC/mZKbzmnu3LnzUn/+cyOyGlxEn/CWApeu06viKsk6Nv300wvicfHzgl0kA6RIxGbllVe2GHbZZRdB49n+/O+78HA02G4Vxbr00kstnlSwwhP72mmnnVAsZE/US4j1+OOP11C+SAOu53y11afFljNUrbcUmFp++eURJPwzqwfz1HOruqaBM7BgoJf9u8opppgCaTf29dZbD78C2rHHHqvC7bbbTiBWoPvTTz+12ExK+pObiy22WE2VKzWhJKhXjchHRiAQCAQCgUAg0BIRcMXeq1cvXs5mm21W2v9NN92UA3fDDTcklygZCD7cNO4PsqNecpMy/3TTPN5/4fCee+4RB6sgAkTaOv/88yvYqIRNlcJpQyORJb5dlUUa1gwzOfPMMz/88MNll112n3E/mM+LL754wAEHCJtwuDmRhRbN2ptvvllKQgzccNZZZ52C/Xi8zjXXXO3atcMAt9lmm1LurcJ8TMZrg0ii9KoSNTr66KP5ytYSn9gyGzly5JVXXolt7rvvvpNMMkljT5YIFbqSp4uFtKipfnoW9Nmr4iphkwQNsF8ykpwSoi4pd+jQoQceeCDajD8g1aX/ftLtAMIpF68+6KCDgFCNiCOxf/XVV62lDTfcEJ6gSy02k6fQnK2HMqGdqUtubWBl3vPiGshty1tvvYWR5vXSjBW59957L7vssvbt26OXqZ5pppnGcnJT8+CDD+JXWG7Hjh2tH5s9f5ol42b7DOrVbKcmOhYI/CUgCAQCgUCgrghw0zGZ9CfRZpppptLiq6yyyoorrjhw4EDeW5bLyxF84MnhDJmyoRL8S1fUFWTeeefV1gYbbFDBRiVsWorwhjnTInXQFiohyMbrr79+8cUXcytLR5F+QZQTufvuu5sLUbtk89VXX4kV8E3VkzS1PvmgWF/eib/jjjuyUtjXeeedh0LsvPPOQgSZvqaE8JTYDm84E6+URCJTSnilLNSTKD3aiWrylc0vpnHIIYfoJEtkTACHkkttfk877TSrl5589913bBovZCF4JfAocKetxhPxGUGYgw8+2HoobWWeeeax6eQ+88wzWZio1kSKI1lF1hIeYqeX1jxhNQJZwrwWrQhn6omw1R577GGi87LVVluh3/Z+XpnSjC2Jnj17Ki42OP/880uUlTnnnFNDrjP+85//lDVohsqgXs1wUqJLgUAgEAg0FwSiHy0OAd6Mm+ATTjhhhRVWKNt5vtoOO+wwZsyYiy666JdffmEzbNgw7riCe+21FxeZJi9owJAhQ/KauqazP7fA+S4ra665pjqFCMrmJqVK2DRDwRCAqWPPP/98/jckpQcPHowCJdbExitlXu6++24cwCx069btiy++OOyww1z2i0qZQRf56sSQRQ/WXnvtWn/XkXES7KVfv355D16dKSs9VQ7q999/33SjRklZ01PgQgcEMTLxSkkkMqWEV8pCPY8++ujLL78sHGR1TTrppBdccIG199hjj1ly33777bnnnstvFiRBCAU3RMCQ1VQDVA1EeCe9NvjTZNkg6LFWGrzyVOEcc8zx+OOPayW9ln2irPTdu3cHYJIBAwbYg6uvvvq7776bNNnTPKoTV0FLlGpBos/GmDZy9tx4442BbylmmizBeMEFFxQDx8S2rPg3UdA8lX/99ddijC0FkKBeLWWmop+BQCAQCAQCgUBVCKy77rqV/1Rap06dFl988T59+txzzz2//vrrqaee+uabb/KPt9hii9IGxo4dy0b84ZFHHsnTBmlhHPae0gX5+OOPZTWIjEclyAzGOPPMM08++eS1Fn+64r8xy8bVv39/waLS2sRn4EN/xRVXcBYLsuuuuz777LNyxbWkC7k77rijC3uzcN1115mRAw44YJdddkFOMBaOqUnBRpAWEarko6unVhE6wyt0KZOzzjorX0qFJ5988hprrKEVMSjur1xMzLNUBC6wI0GMTLxSEolMKeGVMl/DyJEjL7300mWXXXa11VZL+qmmmuryyy/HJwV8xOJwUXcE+BWycdRRR4HXdYBuJ+NGfX722WfqF4qEhkRerBw0uFTqGiIzZXZNvuaa0gKGAEwCIqsXERXqSZrsaT2rs6ZKMn0913NWT6MmEG9rXhNHHnlk165dMW3pgiBdOFhlDMGF8CuOlxaKN9vXoF7NdmqiY4FAIBAIBAKBQKMgMMsssxx//PF8bk/O7tVXX92uK52O8gAAEABJREFUXbuTTjqprJfz27ifDz/8sJQ53HLLLfrnWWAUXp+aEH/hUGeS8J5FjbhlZUeUbLJn5X9jZixJxK8qON/iNvvtt1/+zy1k6e23315bnplGAufBNzBDT6yMgYiQedFnAavDDz8c71pmmWWeeOKJxvgtUJFPcU4kjWubfFbuvj6UyltvvXXIIYcYeyZeKYlEppTwSpmv4aabbtJ/TBK1yPQGOOussyKcxiu207lz55TFge7QoUPv3r0TU03KRnpa+c8995zK0ULPgpx55pl/L/mhEJMsWDbG66effop8LrTQQqWVj9uIv5XqC5oGWc+FOhv21WJz8rz44ovW9iKLLGIlrLjiim5wCq1YnwUyXzBIr+kf1z388MNwS5pm/gzq1cwnKLoXCAQCgUAgEAg0PAIdO3bcY489xDqOOeYYnugll1wiAlC2mWHDhgnsrL/++thX9rtPKcF/UsQzveafYmiyJpTwX7/66ivhlKmnnrrWPvTs2TPf85rSKMocc8xRWlviGzPOOCMX0KhLZckll1TKM581evRoV/WIB9cTtdMHCDMj6OLZZ5+d/uFT27Zt0TD0jL5hhbOL/omQLL/88lnNeY6UKcc7wRUWyhNiLdSAFaPxH3300QorrMBjFlcUMDzooIOstDFjxmAOkCkUadhXIZcXXnhBmK4sw1luueX2LPeTfi22/j3BMR544AELoLQqO1Fsmb4sJ4SPnSjwVRqpUyQTa6mmNZzX17Ses3oaKYF3Wd7uF6x8lz44sDuLd955x/YRI0Uv69quNWYqRVBt+bqWnSD24029Jkhvo9FAIBAIBAKBQCAQaAAE+Pcbb7xx+tf/vPANNtigpko5fD/++OM8436y331Kiammmkopz/Saf7qxljWhhP/K7+fMVe6AmA9nFDfI9zxL8+emnXba7JWHx1/HVcSm8tWmmNWiiy6aV1ZOa/S6667Dc/bZZx9uNGiFhiSyUiNHjhw4cKDX3Xfffe2115ZocNEcfoEQ5mvOc0su/mabbXbkkUf26NEj+0c4EhdffDGWTiS8ZsKMsSIKpjo32mgj7K4Al6zPP/+c3y8h4op2EryLLy5ENumkk953331AHjFiBAOr1LPBhZv+9ttvDx8+XE9KK992222zQeUT5qLUuKBB6r755puCsvBqgJtvvrnYWkHvVTAQF51zzjkr/HeH5dpxjEulQdZzabUNqIH5Tjvt5FpBFFFQVKzYWNz7SJtrcUXgY+Z1anHuuedebbXV3LYUIu3ulQYMGFCW4tap/gY3DurV4JBGheOPgLuQulx4jH9DE3nJwHkiXwAx/EDA5fodd9zRpUuXdOQ+//zzOACvqCwyr732Gn2dqAX7JhZBJ0G8pZZaSrv81969e0vsv//+5557bgqhcPUwjWQgi9Bz9e6//35oeBUrQDyEI6QJNNZZZx0EI/tHayioGtQpMsMgyX/+8593331X6+hT0lTz7N+/P8K2zTbblPWwHdFdu3Z99NFHF1xwwWOPPZZLmtU5+eSTn3zyyZdffjnalikbJFEgIYircMR84370VmAqk379+gkvEIlMKcFsnPl8CiquV/qfhfK8ZmIWLrjggl69er366qtYqKZ//vlnRcjdd98tGGJZpr/sooas1Ndff23KstfxTmhF0ybdPOIAtf6hkSobMhAEElGv9RcmrRl1WjOeedGl66+/fujQoVtttdW8886bz0rpsWPHsknp0idw6r+eVdtQOKsqL1b1zTffLBDt5HGL8dBDDy299NLJwC0A+m3ZmPp77rln1VVXfeONN1JWNU9UXzyZ5ZVXXunOQiKJi5IOHTqI6qfX5vNsIurlDiDtorqO3ParsM7qWltZ+y+++KJ9+/brrbdefsJYeqWUxcBrSIbAe++9t+uuu/pUN+zUiDtPPfXU9mTW0Pgl7r33Xvtwt912q2txd2BHHXVU9pVV/JlnnvGF6NOnj3TTSzPHuWkAcfvl1so5UNqcQ3bZZZet0wGdr6SBDqV8lZEOBFoGAlw07kjnzp05Q3vvvbfoSrt27fr27bvWWmu9/vrrhTEwZuBQrTWCVCjYxK9cVVf+m2yyCU8ab/noo4823XRTTOD4449fY401HO/8PBEMBlnHnO03jvtJJwzexenklHPN2cwwwwyoFz/YEeSVYDtt27blGrLxmuSzzz578803l1hiCdQuaap5IrqgNguALdiblPTrWJrTUIHRsRcEM4oG/xVEuOV7IlZw6qmncohLZZdddsE2iURpLo2CiudrK6SNYq+99sL8ueC4irBYir4yQ9Vefvll8VjpvHCjkX+cxEchrx+PNGpktSO9WDR+67tvkY9HPanI2LFjrS6xmvnmm++KK66gTMxKoqxwnFwNyMqzSq9Er0y9eRdew0ZoCoLd6ep0001X0KfXBlnPDYjz999/LwZocxE9fOWVVw4++GDBzAMPPHDQoEE4GGVezK+w54YbbigOBoR8Vq1pQfsVVlhBcdcBmbF5kXZ74tmspCmo11tvvcV/haZoYBq8aXB7hNLQcJRdlpDzzz9/33E/4oZWsN1oczp0Ps79lSSbuVu3buOs6vZwE5DWeupAgzz5fDw/XR0/eeSRRxqkG01fibsKF4qkbNOOFZvN5PoamVYnkalyrVjWOK9cd911nb8XX3xx4QOQt2m8tK+dr4XWTWvWii8xPdfEkZEpmyzRHHC2PW3D8RbFE1yOYEuisrhDhXayT0+3zjvuuKNbKywrafJP6+TDDz90bZlXprTNbstbeAU57rjj9IRNaz2UDC1k4kOgbiN+8cUXl1lmGTEHxVz5O/TWWGONxx57zH3zO++846N2yCGHcI/kJhGXQL0WWmghrmrSNIens2LUqFGlPXHJ26lTJ58eN6c+Ui+99NJ+++1nCHgXH0OprIhTwpk/6aSTAsGtH/3yyy/P+RP1Qiq8tmnThqM/5ZRT3nTTTU4bGmyHm64I9BSnIdpyqiBpqRKaakTl2nK3WzDmWB977LG6JNLlOnLFFVcsGFTz+uOPP+LJ+XPb0Ve5oAEatSIIZ7I0HLQECy0V48XSiURpLo2Ciqd66vqEDBrGkSj0hwO9+eabq1m7yaWua83Jnn9y5JFH+nCgAaeffjqOd91113E/MGGNJptqnvxYggfqz5JLLnnXXXfNPffc11577Xfffbf99r//VRWVaMWESuQFaO5Vp5lmGvZ5PZ+Qs4HIuTiwXPNZKQ3Y++67TxoUngWxIBtkPau8QXA2R/YgP9DlBZrta24xC2nC+aKLLkKuCv1PryKBCCQGNddccyVNlc+ZZprJJYubEccX9qgUvsBzs6TRe6/NSto2QW+cL3B///33LfS0Cp0LDkdXRPPPP//WW2/tjoQ4bq4Z9yOcYoWJqlt8wvGgzDpJP2DAgHFWdXvYDyZePVaDgzIvQuQ+M9y+fv365fVeKWUxyOulVaIqm4rn5xJi/CRBoZ6WJYKBEPDtcV/lE8W1TVQZ/3QTY5X7YMw666wm1/SZVvF3U5VRL5TbjR3jUkHOBSLMPg+gNJdGQcWrhMsaq+Dom9n8N1idt912m4Cbqya3iV6TYP7nnXeewbrXTJomezYrnN0n7VnHn+WWWy6PFSJkSVQWV4AO5awUF8qlNZ/PpFQZw/ThdObaWTa7LW/hFST9lyg10awOJf0JCQSaAAH3mO7mV1llFV8uYS7Hss+uE1vTdgR3R650jx49RJAQFZ8/31yOqY+dLEXkVhBm2bnq+HXBUZOxTap1nxIb1k63MR9++GE+N25TU5Gk9/HdbLPNfHd4DoMHD3ZxPu2006YsLvUZZ5zhGOGdI1G67ZPEw7vkkksEE3gUBsvD5qGy189zzjlHZMzZAhAaYoCcRZ6xY8crAQteqpPiJF4JY/dBCqrWgePrf/PNN7uhT7/vxCAJp9zXSpfYoIhqoGfmWUH48cgexxTfA07Hjh3LGuOTHCoIE5xZFA5X8fHNG88888z58xYO+Vy33rfffvvjjz+uBqI27r6P75xzzmnqWfoA0dck+vnzuB+JP2zK/L9KVFWN6ABRBdBApyDarId8CRegqQZDcJ4ffvjhwDeP2Yyk3CqfFp5l4PbBRIv6WiE+/WJ3NC4dfPG1qypfIviXSrpK5iqwsaiQCmsemLwdV6WGoCr9lGs6JOAjsJmv51//+peYj6VraWmOJbHREAYk0NozwPSfhcAcRGRTWQSGHHDAAVa1VWpNKpWXhlrP6tTt+uOMRq655ppm6swzz7TRgGOwhgZwHMkUa6hUbBZbBggWl8UgUWpTQcN54y0oteWWW2IKTz/9tBWO3zolKpSaIFlNQb2cpxC3VnCYyy67DLjovqsjS5C4KvAZcH45uRw3Nr+z3quPhNXpdEsHQR4dW9HRwyYv+C4bz7wypdUsK4lDCh/Ii0PcVLlfsWfyeq+Ushjk9dIqSbV5nnXWWTpcEJf9KMcHH3xQ0KdXRRRsoeIWwZHnhs9Z4xSzRU1ZwtkHJl2YORqgx1e/9NJLTbFNeMopp5SO18kyZMgQzyxrttlm87XwjUwa56+a8wZJX83TgaWqmsTn2dma1eO76ODzaji+/Q7NTHz8fAxcAWSafAIxU6oxpFnh7FPxz9yPG9nXXnvNR9F9eU79pyRHLQ+Li2crwcqHnqNAOkm6HUyngW9ettl9CB3cToB99tmHI2hSUm1uK5HwJM50BNv9XHqV5ajFz3lm6fc9bHzrJ4kTQ+UuYpOj2awOpTS0eAYCjYqAHbfQQgv54GrF9sSLXKnYCF6TuG8W3rENkRm+IA/Vl86euv766x3piiSzCs8nn3zSR9weJ85e+5ffw5svLeJTePbZZ/uYrrrqqjYmMsPTct0uelBqnNdgFL4aDmods5cdLDxFTInb6kTyoeGDHnHEETTZrbkxcsUcWfiYj9dSSy2FrvhGu50RdHL46G3WBEv2aGH67jh5cDya7HvB2McCicK4eMMIqg+9D0QhJCj0AV5d0knuJjcdho6+rKHSBPIJAbwRdJ7OsVKbpGHJcWdGXFnyUtAGY0m5nmaBu8WJyoRrRJ+Jk5Mfv/7666uBqA2kcnk7/CuJyy+/nL4mcT363LgfiZps6FWiqmqEr6UPimh9sskmA+9uu+2mkz49lkdWAzAd+yeddJJbWosH8llWlQnfLOxF/eoxL0pZP8ZuSay88sqff/65fUFZ9j+WoEV+ne0w++yzs7FUYC5+gFf4YGGDCDB9Em6Mj5cOi+EomMkOO+xgJ5qgE044QQc4UTaCPeIzx7h79+5eJVQChwcffDAV5G4RK1Yoolu3btYJg7w0yHp2r5Hq1AH41AdnEySOaixHH320/Wiz+Pjy540iTbF9VCratWUsgyQu91N/qnz+7W9/E46GsNY7dOjgTPjxxx/xsVlmmaXKGprMrCmol8FYYZxUq014l5tLs8UWW3CMiAQ2bCnLpa9GTJjzV5G82D/KeuaVKZ2vef/990+uWPbkk1kKdt0777qkQIgAABAASURBVLyTKSW8Uspi4DUvKtFWBXHK2ySu3ivYtMQs30u3Pq55MCvfJEEJsKQIkixiq0DbueCA44n7Lppi3rCTLo3XHnAPkb4Hxx13HB7u2+zUS5r803HmW6XUiSeemPQKKk5TjfjIOeBqEu5FdqC7stp55519vdCAgr0h6HmFqhy+1XSmrjaQbLY482ycyHaxIL5vQ5VDW2mllawEvogQIqYknSR5WquvvrpXZyXnz30Yxo53WVoOboe147iaVvg6PmYsHTIudyQsxXQCePqouO3mPqZFJbf5HEo6ExIINDYC6MEee+yxwgorYBGiTPZaaYt8R6EAOwWHOfjgg7fbbrtlllnGRRsnkmdcak9jH/GTPKUluFaeSezrq666ii8lqyB2qI+I67mddtoJabH3Tz31VISn1hPelbnvhcOB2PKuxtTslEbzeKW+OPTnnnuuzxN9Xhz4+IxGkT0x+Y022giDYkmfN4OPu0LxFq5z0uMALgHd7KRXTx84cQmxKZhAyWHllVsiKxMdSP/6K0GhOS64gplBaUKviG/KM888oxulBpkGh0zVevL+jbpXr15c22QAInzASZte0xPhhDb79OpI9JqkU6dO1gaSM2jQIMPEM9lwciBZT1GJqqoRSAon6l4Sg/I5vvvuu93ap/5klfgcuBTgFfg0jEc0Q1QEepblirnf5NSESUTmTbQhWwAFTyD/6vLCNOmPlYPf8g+RLjXQFIRz+/XXX5fWZn7d5yZqbZlZOXg+hi9ohtrZg6kedQpF6io+nGYKlRWocE+RDPJPC6z+69lOzOqsJ84Ij0CLfWEUxEny2WefYeu+6WkstT7diXAYsv5UmUABEGn+J46giEWF++mAdLOSJqJexmyh474OPh6b1wkljieHDhFgccpLmCFLnxNJ4zUTr5SyGGTKlFBJvv+8dizC9shEPNplhmuDTJMSrlvyBRs33Qi1o5TuQX0V0pZwagDEQT9+K9tZb4e8/PLLdiM6l++vb78vkFMGg/VdyWdVmc7799z6gvjSJ8/jyy+/tCYdeapFAwpmIiougCtU5YOhYINLs8UZVeZwONokunTpYneUiuu38QYEQeKuHXbYYRyXfv368QOy71Cq04Vf4uGe7nGRKx8/6Y8++sgl91NPPcWBU0Myzp4//fTTDTfcwD8zv5lSopkcSnoSEgg0EgI9e/YcMWIEZ5Ev5S5J2KfWU8uh5xbjwgsvVASnuvPOO4855piaDnmszAb01H9RNdf/XpO4LFtttdXoywonWH90T+wILbGdfU3KWuaVuuGLw5L4AKUs/PD5558fNWqUWxv6pCx9css4sg4og5J2mCTmlreUtdZaa2U1ywJCgcboA3xwVKcT7/++++4r5VTqd9OfcPAcMGBABSi0QnySVMV54Ht4rSCiVepM8t577xm10y+zNy5fVcQv00hwhaGNGEsTh+FZZ51FQ0R4brvtNge7CzJDk0s4OZCsp6hEVUl8Xn1nk+eQNPknruj0TiPyNKgbb7wROYFw3iylzcjJJ5+81VZbpdc6PXl9KBaqWbaUeTdkl8W+FDUJJH2eUvEFF1zQRKd02ScESmvz3dFQsgc4euma3rznJzHlmkTbBIcxTWTvvfdGTVNW4akb5r3+6zlfbX1wto+cCWrIKpRGehEqA6lGuIV2elbcysGKRQUzTU0JDYnoiqK7wraoSlGtqWBT6puOellhdoszwvloLXJnC+IeTnCQs1vQey37j+zrCVPfvn0t6yeeeMJW9DVyy2Xt5uv0SimLQV5fmubY6Tx/NBMXIXxTvmOmSYknn3yytHhL0VjHNow58uXOb4nq+y/ymffU7ZBDDjlk7Nix+BUfOp/le+aYluWallk+SyXVt1jZcsiQIY5vm9OINIE/e+bFMeeqxjcgr8zSDdiTfD+bLc7iUS6J3Tj6ONmS+YtAaZzHZ9IX/U8nXX5gtaU///xzd2Nct/XWWw/5dBQ4NGor9H/5trOT2umMqJeWciM+cODAjTfeOH+rpyTLZnUo6VJIINDcEBChynzN5ta3rD/iJL4U2WtNCWdUNWY1FS+rz9zosrl1UuqbHtapSEsxNjTxzwbEarwH7gs+3mUbo6AZt8Uao+bWVKeVw/HgYLSOQTUd9crw4sAhr6Xyyy+/sBGfLc364YcfZGXiDs9Vt6u4vLw+7k/ieuaVKe0SJSubEnjRV199JbTCyeOxWfe4BG8vxabSkw/nHu6kk05CoJPGpYK4cKoh/7QgXLrzmDNxn4RLuIfLNCnhhi9fsGWlsdDe4/5LKePdbYEsPno9RSVZB0QR09Tkn66IGGC5eWWWxq9EKRmQQYMGIckC31dffbV7ze23377QN1TTVq/pFw7zPVFbQ0kzxNnQ3C907drVXa+bUennnnvOlWR2L4gqu1wQJe7Vq5cbaPbjIXPMMYd7Yvffrn4z/mbvb7vttmKt9mxNdT7zzDOuA92bIoRuGQtmtt4V4/7grx1d00e3ORxKhW7Ha4MhEBUFAoFAIBAIBALNBoFGp173339/5vUedthh2E4pUeEbkZ122qksXZF19NFH5xHjOqsz/evD7HnLLbew8cw0WUJYQ1Ze2rRpww/jnQtrnHLKKV26dBGLQ/m4jxVkwIABOpOvZ+JJjxw58owzzij8WmBdhy+4lJx1AY3V6vijSCqrkqxdM1g6Xw8//DADK600i0Z8EnNgQETn7777biFsvMvrkksumZrInhqddtppxV0zTT6R74niDSLNE2dDE++66KKLDj/88McffxxTFQm0a4QNkRYXCqussgqbRx99FB+TGG8xBR06dHALmGrAu7Ry1113uWqx9YQZcadMsGgxWFRwzTXXdCYIk2Jfck3ZCy+8kGrwdKWCuW244YbLL7+8V9I8DyUdCwkEAoHWiUCMKhAIBAKBPxBodOrF7+HvJrn22muHDx/+R9Pj//9uxwUrMKW8iFCp0TOvTGnusqxM8Id0g77CCivw3VdffXWsb6qppkoGjFOp/FNzGk0GZZ81OYUcwUxE2DjWZYs3f+VNN92E0kAJa61/b1WF9NZJFKmpXa45v7xWMaFzzz13vpK//e1vm2666RRTTJGUZ555JpaVF279Z599hq3llVlajCUVbMBns8X5qKOOevHFFxEwoKGsriHEmpBPaOy11144qlcbqgGhcFZ07tz5gQce2GGHHS644ALtCjMWwpK77babFtu1a3fpuL+lmXLFZtu3b0+fRCAOQ1tnnXUmn3zypGmGh1LqWDwDgUAgEAgEAoFGQSAqbTYINDr1ErBKPjF6kx818vPtt99+kfvhHlF+8803Od0XZbkKMlP6py+wAvV7iqoVRDBNVpJPP/10ueWW23777Tl2NHPNNZereq6kdBLGheJeuX2jR4+ec8451Z/MCs+CU6h+nTzrrLOSL5ieJ598cub8FYo389dXXnkFp51++unPP//8jKgAJD9TKW36TOLPP//85ZdfJk32FJcoDFO0BB2qVTRdKNhIr+It3f78Y8qMeuWVV/6z+v/e1lprrYbtSXPG2cpfZpllEvE2Zc8++6y0+OHnn38OBBrxww8//FAQzGtB7r33XtuBoLK2uYiZdBKRK8Zbb711es2uJwQtseKHHnoI77r88su1zgzTczOSRJGhQ4fecMMNCDx6Joid9J7mcaaZZmKfRLB98cUX79q1q3osTsrmdijpUkggEAgEAoFAIBAITAwINDr1qgnEUaNGderUiduUyZ133smT22yzzTKNBG+pphrGTz/JJJOIX91xxx2rrrqqW3yV0HAiJSqIjmEavMOaLPNOIedvySWXnHTSSTfYYAPpTNZee201VGil2WYJxSBOnNfsV7Z0VRjKBBXE9MHqueeeK/3PffCAlWrOYtayyUoJwZxpp226XzhszjhbAI888sj+++9v+4h0nXjiia4wBI1R67PPPttT1sILLzzZZJO5qjj00ENRrGyu0fW0TtyYULrISK+eiVPNMMMM0mS22WazxR577LFVVlll8ODBhx9+uIB5slEwkxEjRuy5555y7Tv0LPuzXZlBPjHPPPOghfPPP/+xxx6b/0XEvE1KT6hDKbUez0AgEAgEAoFAIBBo9QhMMOqVkOWrubdOQaHC86ijjko2+SffaMiQIXlNXdPCXP369eMauqHHhQYNGlRNDWPHjnVfzmUsa5z/pyP7jvu54447MJAzzzxz3Nv/HizL1tDMlTikEITAArc46ypHmftbkK222opNu3btdtlll0LWmmuumZVNid12200ltQoYk31jPzWEVORFlKbCLxyyPPLII+vTq0LZZouzYOYmm2yy8cYbI0J4Tq9evQS7+vfv7/4Cm7JVoSQGddVVV62zzjqi2QsuuKDocTa67E8hK0LfuXPnj//4SSFN8c+kuPbaa7t3777hhhsKSl944YVIXWHT2YaI2Yorrih0pv4333wTyXejkYkIG31BsK9LL73U7YkptjELuYXXpj+UCh2I10AgEAgEAoFAIBBorQhMYOo166yzctZThKHwXH311UtBHzt27K+//sobcwEvSpaX16v+C4fu4M8//3xOHm7AhyttpVTz3nvv8dgWWGCB0iya/D8d4ZuSl156iY+I40nnhUPJvsXJeuutd+uttxb+dhwX/J8lPzxp8C622GIXX3xxIXP33XcvDLzKf6N11llnFQoWXp9++un8Sqgpze8XLSmUzb/yubGLvIh6WSRoZF6ZTxtpvoZ6ppstzri0ZSyY6e7jvvvuM0yxL3FdtAd/vuKKK0STxLtMsVionbL33nuzKRVZY8aMEaoqzaIxOwA/5ZRTsHH1HHzwwSLS9LaSUhKuXTSHmLk3mXfeeU1NXhBXNjUJTijMjra9/fbbNdkk/QQ5lFLTE+QZjQYCgUAgEAgEAoFAkyEwgalXXcf527gfjteuu+6a/QHDlLiljn/hkD+NHnDHeWN8u0JPRMNOPfXU5MRfffXVGEXbtm1XXnnlgll6zf7pCFqYBFtwu5//4/JoBuNpp53Ws8UJrlv6S1/1H8V33333RRU/3P3KbSHSaQ1Ufgo+fv/992WrmnHGGffYY4/TTjstTxcvuOACZIBI5PX5NLJRtsLxUzZnnJdYYonll19eDw3NHcSJJ56IzPzwww+iTwcddJDwF0ZqQuXiS8lMuiAMbJCCMnu1O1S14447Dh48OP/v6Pr27du+fXu3LTbUzTffPMMMM9iMgqj5iZA+8MADs6pKE8JieN2PP/74zjvvlObWRzPuTPqt/odSffoQZQOBFo1AdD4QCAQCgYkHgRZGvYYNG8Z7W3/99Tk6//7zD3Zk2jz/rP79TTxNVql89dVXJ5xwwqabbipsUshFxs4+++zkyu+3335q2WuvvVZbbTWOIykYV/P6+bi/RsD/q8Z4IrERwRDfqFXOPPPMyoD07NnTBNUqQpFiNfmqOM1WFPYnYoM/i+NJ5+XTcT95TSH97bffWir5OpthuqFwNrT6dCSdAAAQAElEQVTRo0d7rrTSSieffPKDDz4IDYGsjz76SFD02GOPRYrkVpC33npLboVQYceOHa+//npMmFmSZ575/b/ZpV3EbMstt3zooYcE3+aaa66UW6enGtgLnXk2oFhCDXgoNWDHoqpAIBAIBAKBKhEIs0CgyRCYwNQL+enXr18KLhWepXQIKLwc99bzjPuZ/c8/KSzj+Wf1728CUMqWyg033OAKfOutty4NZy266KK33XZb9s/PuIyXXXaZu/yHH354pplmuuiii0prK9WMHDlS+OuYY47p3r27iAqHUsdLzSZCzRRTTIFx3XLLLXm+dPfdd5uL1157La+UxoEZK1IKFGAZdOrU6fdpLvnfbLPNxtvO1IsvvvgLL7xgXc0yyyypKstplVVWUXlZWWSRRXj5RKKsAaWmaw3KpbYmyBNoOll/nFPnrefNNtvM9QFIN9poIwvbnv3kk0/gue2225q7ZFbT053Fiy++OM000xT+xH9N9vQiXegWhEWeV1xxRRtw7bXXNihZom16kpdaO4BHKzj99NN7VpAJeyhV6FhkBQKBQCAQCAQCgUBLR6Am6tVE43r33Xd32WWXFFwqPM8///zSTvDLKfEiz3oKNnXhhRdiZcIdXLpCbWhShw4dhMuSLLTQQm3atGHjjp8j6Cldq4ilvPLKK926dTvqqKO+/PJLrionvtZSrduA/w0H0ZL33ntPvHGHHXZI/6gPTXrzzTfvuuuu/fffv02bNpx7gkjjTtAbPHgwJow45cExC4cddtj999+f4k5iX4JaDzzwQLIZPnz4OuusI8Dy8ccfJw2iteeee6o//cMhSpzh2WefRd4K0qdPHwEcbr0Z1Bky88wz9+/fv2Dm9fbbb9dJVZGvv/5alySagzQgztlw3HrgP0JeKn/00UctbHvWZpx66qmnm246MeFTTz315ZdfzuwLCZTGPNpK2GAhq/TVnN5zzz2CYLbbzTffLFGwqebfeimLaQ8ZMsR6szB0eNJJJ11qqaUKVRVeJ+ChVOhJvAYCgUAgEAgEAoFAK0OgiajXgAEDXJBzp8aOHZtHULhJ3IkLWyo86bylNL924MCBHGLOn9f6yC+//HLBBRd88803fPdll122+qref/99xlUGrzC6q666Kg3t+++/P/zwwznxik/Mwq+95pprONPc9zwOkDnyyCMFuJ566qkuXbqMGDHiL3/5y7333osCCdpwoK2HnXfeOQUuUkEESeiD/PbbbzR4F/LTq1evVLOCqNfQoUOtPblEuKNt27YcejZeySSTTIJ94XiZ4FHnnHPONttsM+ussz755JPW55prrvnggw9igJtvvrksBpmxhBConqvqhRdeQEK22morHNvrBJcGxDkbC6zOPffcQYMGwfnnn3+2sO+7774TTzzRfsRmn3/++dNPPx3PyewLCZvX9K266qqmppBVeLU9rQR0C1OyBiQKBl7Nyz///FP6b72sBN1D0pA906fDltDyyy+vOLEw7rzzzuZzKOlSSCDQqAjYWb179842qQ1y8cUXL7300tn9VMO27jC0y9L53LA1R22BQCAQCLRcBJqCevXt21fsCHEaPXr0Hnvs8cEHH8CLCyticPfdd88///xc2FLp1KkTV0mMgnGSV199lffm1nzhhRdOmvF+CpVw2RdYYAFhkOQ6q2qKKabI0l5LxYfqxRdfxP1qpV6CAMbFceTup6GJDJRWOBFqOLtYqFAntAvDB/6hhx7ao0eP7t27ozpyefPI0txzz73FFluceeaZeK9QJPdd1ieffCLGAuHTTjstYculRn4EN7AOBmpDhEQ1b7rpph9++IFGi0cddZQiWLfiNHkRIbnuuuu46TrAiX/uuefUlgyEejCrfffdVxZKhiJamSkrewqvce7FgtZaa61a/4ZeVqrxEg2Fc009xFot7A033PDkk09GxuxuFxkY8nrrrVe2iJDjeeedB/zOnTuXNciU/EJInnTSSULE2O/666+fZdU1YRVtv/32mCHqZeUInJpBFyLqqfpQMsr/SaMeSnoVEgg0KgKPP/747rvvvvXWWw8fPlxDvmXOxjfffNO32GtN4sQWN64sYtp4Xb4GTey444723ZVXXpnXRzoQCAQCgYkcgcalXm6UuTv/+Mc/EK0nnnjiX//6F6+Uk8of4hqOHDnSZbmLsbJn+nfffWdu/vOf//B6lUJ7eMbst91223bt2smqIMyyz4DK3xr3j/sze77dscceK/7mRpxPlulnnnlmTryoSLoXVDAv/H6X+nfdddecc87JQc9K3XHHHZzygrz88ssCJpdddllBn14VyYq33ARw2rdv7+OdF27ujz/+aK5xzrxeWvjC3eq11167+OKLr7vuugZOaWFw2em9/n/2zj6m6uqP4z/woqhd8KF+U8Qk86GaWjZ1PtWaZI6RpuvhxwhamlwtI40KS1q1tsLK0tJcIwmny/GHzpoRs4AsWzQTtqxfTy6HWW3ZRuhUVC7QK755drn3cr0XvHC53/fdZ1/P9zyf1/ne8z3v89ErxrZ42bJlnMISPnToEMrcoo2OQpWhk9kl4DFjcnFAHTlyZPHixdOnTyczxlPBvp9dwr59+7jF0E6zZ8/m+fnyyy+5xcjMboCCb7zxBg8nMVx/+uknHJLDhg1zuVwI+2+++WbDhg10jFRjbOI3btyIxqBvpF511VUoPR5INhxWHvLjzaMeKmd0pkUrtSvXHuRsug1nhhzY8B4jqyZMmGBlQyqb4swXUoq5A/6UKVNMvFeA03F8m2PHjkXB4uniKWIGvfKY29LSUqshc6WTJtUK8Njk5OQwazxg+EhxZqIYmfEIXJSsDusqAuEjwPHHY489xvOfn58/ZMgQq6HMzEyOFljcrCNRK9Lr+uijj/KiDGx8bVk5TUFesmlpaSzFKD3fL6bJpoAIiIAI2JBAeKUXW58///wTrEVFRTNmzGDrU1FRwe6WMzZ2afiFAq/mVurMmTN/+eUXDtS3bt3K9hrpRYWBjcNy3B3s7DEqqampwXPCJt4qxabthx9+uPXWW/GKWDHWlX0eKpG9+/3334+4oqCnkWrtJnG2mKooWFtby547JKMIBXu7sYv15HPRME4n5DReIzyZ/237oYv4+HjcWUg1PEXMlJfdeOONzDtiNSkpCVaospdeeunzzz9/8sknUXFIOIQfXixKkWrZ/PnzeeRwaeJfJYYWOd8lxuwJyLxy5UpkIfoNPY/GRm9zFoASmzRpEnv06upqJpqyvkY9CEueQ54udDU+WKQaTwLOHCszPeQJQWMgJnmQAmxlrPxBXnuQs+khE4ejLyTDi2iKr1u3ji8Im7OCggKmwMR7BvBDIt5QSkTi9uRLanaHxPga5Oe1/yCGfbP5xjCPARalnlqUfPupGBG4hATM8cd9993HuYapecyYMbm5uZzvPP300+Qx8Z6BBx98kGPTF198kS8vh1mELeMIlWwswtyylvLS5BY7ePDgTTfdxGuXczT8zKzDRMpEQAREQAQsAuGVXrRx9913sy6btZ5N9rfffouvoLy8nHhPe/fddx9//HE8G17Gys5O94YbbrjllltYyq+99lqq9bXExER2/1xJIoB3gqtls2bNQvux6ScJ4wyPI/BXXnkFHxe3xtg6855gm+7ZK88wfWbTxsm9KUKAFxIeuZCMIhTs7YZ8+vTTT/EnBGmpqamoqQMHDjCJZuyol7KyMvSV16Rz+/DDD+/duzfP4x/IMbm4rdg633bbbSgolJh52VsV4lGprKxE2CPqrBgOXHGu8lxZt1wRWjjQ8FyNHz+eJ4rnZM2aNQwBTYWyonLyBDCEEIcIZKZIYWEhJwgPPPCAyc8jhEMVbypajj2Nie9KoAc5m27j7A3pCSez50POyToHKNu2bQvwN3VJys7OZgo4mMjNzYWzad1vgL1d+3/q9RYPjN+cvpERuCj5dlIxtiUQjoHj19qyZQvHH5wNsUx5NsGCjKDauXMnqyI+Mc8kK8y38s477+Swsm/fvjiZCVs2ceJEMvB65XbBggWcleC4piG+mxzTsDyyDHq1RX6ZCIiACNicQNilFxtHdJfXjnbo0KFz585lvfY0HAVr16712k5xyx4ONwXb7l27duHx8KrKzB/vD3bDXInBscbBG7eWoRDY+RFvGbs63hPWa8OKMVeSkHaevfIM02e6YTJTw+HDh/HhmJggAxThzcSbLMj8kZPNGjJOiUvVJWYT18WmTZuYaC9jH4BaY0Z82xo4cCCOFJ4rryRmB21vdBepvPjZLhAwRouc7yKZqDk5ORmp9vzzzyPRTQYToBVUHEbARJoARTgU4KyXh9lEEqDFZ5991suhSnxIFiGc6TNuSXQUV8IhWX5+vimIrKqqqpo6dapvDSYb8wJPHI98AX2zecYMHz78yJEjJSUlnpGE6aRpMTDACFyU6L9MBMJEgKNGXp2xsbG46PkyerXCsslBJC9ZnNKcj/hVX15F/N5+//33yDBONnFzvf/++xx4scb6zanIyCegHoqACISPQNil1yXsutPpZE2/hBV2sSo22XjSvFxnwdRJEbaPngohmFKRkMcaMi/pSOhMuPuAGEBWYQTC3ZZX/dHH2eFweI0xrLfdBjDSFqWwUlXlvZHAV1995XK5WlpaXnjhBY4n/A6BY5GioiKScnJycFvhvCIckv3+++/33HMPJ55z5sw5dOhQenp69y+bIXVYmUVABCKcQBR3rzdJryieBg1NBERABERABC4tAbz6aWlpDQ0Ny5YtW7VqVQA5tGjRIuuvM+Tl5S1duvRk23/vEXxnkpKSduzYgXutvLw8OTnZKnjixIm77rprz549nfakWfXoKgIiIALRREDSq7fMpvopAiIgAiIgAkERQO1s374dNxe6Cym1YcMGXMEBSqLKHnrooeLiYrJRMCUlpbS0NCT318SJExcsWGD+kiG6KzMz87333isrK3O73QGaVpIIiIAI2IpArK1Gq8GKgAh0gYCKioAI9A4Ca9euXbx4cVNTE16sjRs3Iqgu2m/UV3Z29v79+0eOHInXKysrq6CgICT1ZZqor6/PyMjYu3fvvffe++qrrwbTuimrgAiIgAhENwFJr+ieX41OBERABKKJgMYSFAE8TpMmTXrttdfGtP18/PLgPmvWrCH/119/vWLFirlz5z711FPl5eWOts+0adPOnDmDQ6zt7p8LmenKwoUL/7lxOObMmXPq1Cli6urq0tLSPv74Y3TX5s2b/f5MEdlkIiACImBPApJe9px3jVoEREAERCBqCYwaNerAgQOPPPJIdXX1lqA/paWljY2NCQkJr7/+OqIrMTGxf//+OMGwK664Alj4rwhbZmmqwYMHW7fDhg3Db/bJJ59Mnz69pqYGbxvNWnkoGF2m0YiACIhA5wlIenWenUqKgAiIgAiIQGQSwBlFx9avX3/swufDDz9ESs2aNevHH3+8EPfvn7W1tUlJSSkpKU6nk1LGUlNTrf+jpaysggKzrAAAB/lJREFUbMCAARkZGdYt14KCArKVlJQQxoqLi2kLX1l9fT3etsLCQnQaGWQiIAJhIKAqezEBSa9ePHnqugiIgAiIgAgEIDBo0KDhFz74oJqamkaPHn311VdfiPv3T5xallTrqCq8YefPn+/ov907efJkenr6c889hwesoqICb5v1exutra2U6qhOxYuACIiADQlEi/Sy4dRpyCIgAiIgAiIQNIGjR4+63e5x48b5lmhu+/jGm5i//vqLsubWK5CQkJCbm5uVlVVTU3PzzTeb1N27d48ePbqystLEKCACIiACNicg6WXzB0DDv3QEVJMIiIAIRCoBHFCWBJo8ebJvH48fP464wvEVExPjm0rMd999x/W6667j6tcWLVq0devWIUOGmNTq6mqXy3X27FmEmYlUQAREQARsTkDSy+YPgIYvAiIQRQQ0FBHogEBdXV1FRcWIESPGjx/fQZb/kDpw4EDfVPxdBw8edDqdV155pW+q3xhk3vz580+fPv32229PnTrVbx5FioAIiIANCUh62XDSNWQREAEREAEbEcDlhUvqt99+u+OOO1JSUnxH3tLSQh7feCvmjz/+qKmpGTdu3MiRI62YANfW1tY9e/bgBEN37dixg0CAzEoSAREQAbsRkPSy24xrvCIgAiIgAvYisHv37sLCwkGDBi1ZsiQmJsZ38MeOHWtsbExMTPRNImbfvn1Hjx6dMWPG4MGDuQ1gTU1NNITc6tu37wcffEAgQGYliUC4CKheEYhgApJeETw56poIiIAIiIAIdI1AZWWly+VqaWlZvXr19ddf71uZ2+0uLy8n3u8/5Tp+/PjLL7+MlMrIyCBPAPv111/T09OfeeaZa665Zv/+/ampqQEyK0kEREAEoplAx2OT9OqYjVJEQAREQAREoNcSOHny5MqVK+fNm9fQ0JCXl7dq1aqYmJizZ89u3759V9vn/22fFStWvPPOO5dffvns2bO9xooXCylFrqysrClTpnilmtvm5uaSkpKxY8dWVVXh6frss886+hl6U0QBERABEbAnAUkve857D4xaTYqACIiACHQPgcbGxsLCwhEjRrz55ptxcXHr16/nlgCt9+vX76OPPvpf2wcnGFZcXBwbG7tu3TpfrxeRW7ZsQVMVFBQ4HA6K+1pdXd3kyZNzcnJIoqHS0lLP3zkkUiYCIiACImAISHoZFAqIgAhEOQENTwRsQiA+Ph6lhINr4cKFhw8fzs3N7dOnjzV2HF+rV68uKipavnz50rbP5s2bf/75Z/xaVgbPa2Zm5syZM7dt2zZq1CjPeM8wSdnZ2dOmTautrfVsyDOPwiIgAiIgAhYBSS+Lg64iIAIiIAIiEHYC3dMA+iovL6++vn7nzp3JyclejU6YMGHJkiWbNm16q+3jcrk6+ulCZFVVVZXfX4fPz893u9233347bT3xxBNffPGF/pKhF2fdioAIiIAvAUkvXyaKEQEREAEREIHeTQA3l9Pp7PoY8J51vRLVEFEE1BkREIEeJCDp1YPw1bQIiIAIiIAIiIAIiIAI2IuAnUcr6WXn2dfYRUAEREAEREAEREAEREAEuomApFc3gb5YM0oXAREQAREQAREQAREQARGIZgKSXtE8uxqbCIRCQHlFQAREQAREQAREQATCSEDSK4xwVbUIiIAIiEAoBJRXBERABERABKKZgKRXNM+uxiYCIiACIiACIhAKAeUVAREQgTASkPQKI1xVLQIiIAIiIAIiIAIiIAKhEFDeaCYg6RXNs6uxiYAIiIAIiIAIiIAIiIAIRAiBXiK9IoSWuiECIiACIiACIiACIiACIiACnSIg6dUpbCpkQwIasgiIgAiIgAiIgAiIgAh0gUA76dXY2NiFqlRUBERABEQgnARUtwiIgAiIgAiIQKQSCEZJtZNeAwYMiNSxqF8iIAIiIAIiIAI9TUDti4AIiIAIdEAgGCXVTnrFxsY2Nzd3UJuiRUAEREAEREAEREAERKBHCahxEYhIAmgolNRFu9ZOesXFxTU1NV20jDKIgAiIgAiIgAiIgAiIgAiIgB0J+BszGgol5S+lXZy39Dp37ly7dN2IgAiIgAiIgAiIgAiIgAiIgAh0TAANFbL06tevX0tLi9vt7rhapYiAfwKKFQEREAEREAEREAEREAEbEkA9NTc3o6QuOvZ2Xi9y9+/f//Tp0wRkIiACItC7CKi3IiACIiACIiACItD9BFBPwfzGBh3zll7x8fExMTFnzpwhTSYCIiACIiACIhA8AeUUAREQARGwGwF0E+oJDRXMwL2lF2Uuu+yyc+fOBfPL9GSWiYAIiIAIiIAIiIAIRAgBdUMERKA7CaCYzp8/j3oKslE/0is2NjYhIQH1derUqSBrUTYREAEREAEREAEREAEREAERsA8BtBKKyel0op6CHLUf6UXJPn36JCYmEqivr0fMtba2EpaJgAiIgAiIgAiIgAiIgAiIgJ0JoIzQR6gkIKCY0E0EgjT/0ovCMTEx+M6Qcc3NzVTd0NCAsDujTycJdF+x1taW7mtMLYmACIiACHSNgBbtrvFTaREQARHoPgKooRMnTqCM3G43KgmthGJCNwVvHUovq4q4uDgqHTp0KLXHx8dzK4twAgkJCRHeQ3WvhwioWREQgUgkoEU7EmdFfRIBERABfwRQQ0YZkW7JpZCuF5Fepi5caQ6HgzZkIiACIiACItApAiokAiIgAiIgAr2YgMPhQBMZfdSJwN8AAAD//xNIgl4AAAAGSURBVAMAKu3PUYjZzSQAAAAASUVORK5CYII=[/img]

Informazioni: 任意多边形序列变化-矩阵法1-点列表变换