From 066466e3240ed0618ed82c37f308216dd036fb24 Mon Sep 17 00:00:00 2001 From: Brendan Harmon Date: Sun, 13 Jul 2025 21:36:05 -0500 Subject: [PATCH 1/3] earthworks tutorials --- content/tutorials/earthworks/basics.ipynb | 454 ++++++++++++ content/tutorials/earthworks/basics.qmd | 403 +++++++++++ content/tutorials/earthworks/earthworks.qmd | 62 ++ content/tutorials/earthworks/gullies.ipynb | 375 ++++++++++ content/tutorials/earthworks/gullies.qmd | 357 ++++++++++ .../earthworks/images/basics_01.webp | Bin 0 -> 1010 bytes .../earthworks/images/basics_02.webp | Bin 0 -> 20055 bytes .../earthworks/images/basics_03.webp | Bin 0 -> 21127 bytes .../earthworks/images/basics_04.webp | Bin 0 -> 24059 bytes .../earthworks/images/basics_05.webp | Bin 0 -> 85494 bytes .../earthworks/images/basics_06.webp | Bin 0 -> 67121 bytes .../earthworks/images/bioswale_01.webp | Bin 0 -> 105731 bytes .../earthworks/images/earthworks_01.webp | Bin 0 -> 107624 bytes .../earthworks/images/gullies_01.webp | Bin 0 -> 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N+6CNVdT/BjyNChjZTIlctRk4kVatyCuLz3S+wNaGyKtYtVTk2Tho8mcjWQC9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ZPggs\nHbAErfdCn89Ti56fXvOav1K/nxlr4apsm3v/nXWQUp7p3epZChbiIA61YBlRLPJVJ61Jx/ogurLk\n/lhBVuKh6awh9BFXE/4BuKaFfvveUPgDWDKN6/7Sg3Qp6wStohmsnPqIJP3Kl3TxViD7OVpV7NBE\nq/TTcCd3hSlVqsVbIhSdRCy3Ep6JWOabFVMFcdSuMnVDIed9qRzhyaTCaA8l5hUK3bu+r7kSUpa5\n6KgAMeFMIh547DuuIeYUnzYBXmSyIwYWrsrnequr9w54alU+3ETYRxXZbJ2Wtk8qYlliMJB4e5Kk\nlY1mxeO5aCCOVsLiqhg9TGil9db06Lq3gR708GWOzBVgPY+uygLIM9crpexm7Pfh0aPi9uRbT+lb\nj7DsddN5O+iwhahjbEYOdKJK0KUPtVRczlaKimxnp3+T+4je7HPUovMU1yYl9M5vsb11/O5rNnHt\nh1dzYeL9mdXpBK36TlR0O8V5YZ53ruSraY3zcr360Oy1vhDWH9MNhbbEbzCW+B2FLzwabGG99/M0\nl4mCKrSMSPA6Q6vzYdA7pj5CnBjx7GOAz8XzniZn9jkCCAQYkD1H7DHVIKih6Crtg0psVpJCxPLZ\nfJOIZUHUvcwrAeHwHw2oYnq7F2yNcHXvCpbtj3B4HyDFg5VYuZBpsXA3EQZvoUVQIiG++tg64cwG\n9D4/7cw+uJiVJj/3biUMrvLPMACrsorz/X2GWYTEyRU2YgD+UI20V9Iy+rZ3Hjkvd7qqRjeaiRPV\nSp9CKzabIA9NyWEe0+Thjk5U53TlfdepY/s+0VUGvr2KuP+gDH4dkL1ToW5m9zAOnsBzmQWP20Za\nyVjkxSSiV7/8vEIf3Tzw/P6wlNfWmwd/y+xhB+pCe8KXp72+0ef2sp2xUDUrK2O+C4vZs3AVQq9K\nxjrsPM1YqFOhn1zSXFjn/7A0X5hIaFTxJ3sdkbp9mejqkCvz4KUdxcJYJ1x1AsEfW/DPB2y1zV69\n3hyATVMnQJscIM49Owqz4AXVOyVzFBdShkApEFvUz74OQilCDtpEQtkJCRHLphAKQGJ3EctozJfv\nlCIqO6Vfa3hfIUYj3Rmr0ComFXIUY2FZLByShSSIKqQsa4ytII15Cr81EnRNC03siB75pIZ0P3dE\nS27PkznzDBamgeGGxTVmw4crWMEE3loUV03t5Udc2Dcmt0O3bmvydD6DR7Ydl0AaRdnx56hWM1oV\nTp0B1ils+c48qXChq5Npg/HFJmt1tuPJlITrSQqP1j86e2cyF75Dcr3KO9fpHYvqEh8Iljpuu47l\njKUQxVD6hJe3vQPL6riSt/65r051nQlblHzwnbcSXs/Pc01djJHM8a1TNb2/25usXsWACXcm+sGB\ntBpUTSX5irHyZbCU0WaXr2r74cmFq741No6QV/HEun1QpkptSkQ75eEXPM10Zdv+7udCq0w8bCP1\ne/FufBMsaMWEKhd6DLPYNcIYDBjKEEN25RaMxSEAdnVrg8yeWM5YxIi+ZvK7mqBqMhQyphNioii7\nIUerkLiKscKthsPnFRKIBaEBNw2FlMVcKTxqBJPgXdAC+ux+hy34tZ6Mimu/ITuZ8p+k6uGzCFdy\nzO9/aJiGXtZnXGiNVPvwSV04H8h8dGKuoGSxieN4XerhsRcvZzXLWlT8tKKVTlwVO7O3QcVKmVnq\nFLMWy2CR1kO6yi8uju25FIO+kmvDJ8GAsxJXsCXNeC+zatVLN4U2t9KgCuqPTaAYA/vb38Tqsf1J\nnm5PeW0F/1y2XmzXL05i4dmZzzqzk99+fFmYbe558Aytutq0vAtcMtaVglWpfevTyVeWZr6UtuPv\nmsqS0SkB4MQ++MStnDJWfzln0yfqNzj/4UBaSVfDYSL7ggmtmCZCmKcCNIQdNNAR3zhjjdSxhgAu\nYnVPLFHK8Ke3w8R6W50wxC9WrKxuKJzyE8AFYyFCj6ILWqFMuLMNOCh7mCNHk7KEoC8cjoZZMboI\nN+jQtOAIaqTG/pinPOk9cpGWZAdtVsJby4kUsfpZnpP/b5amUjJrM0Hrl1/89El2n5bsF3sobGuK\nu22dXnz5iFacghGfoxXD07CTVhe0ug9WvLUKWqlOndIVS9ya6KrNTDGPS7zKdNXPlO9O/PS2Cl4J\no+M2HctanUZagZ1DhTtlQ7leKYdiKIfWBJ43TFWyzP0L8glXy2lQBVRJ90I3k6s8ELHCKy7OcpWW\nvrmlR1JW1hesjlbub46nuGpRs/A8BSsPLvIVPpN8ZSnlK0wiVs50oUD26bFIq1mZTnuEs/xux3ub\n+am4KlIvWtKLOCGtv9YUrgBYs0LARCuNWXbqIazo3urRRqEKj6gvIu6MlSbCEbExDBVUIZt1wx7s\nysSh0K7oEbAohnEN3Br2zc5YjPFn9E1TpyiNwIyrfJRqtO0uWaFdIbmK4fcsVZsEYMYDZylYl3PO\njqG/J9UDQPONpnfN4eTORBaG9cq/+WEDnAkRUH38BPLRjV3KV5+vS/BkD3bP5c9a+Tv58Pyt3g0c\nuWq2Bj4LrQ4UtWIWDk7u9XKKyDD5XeUHOl3FXJV0vcJOUeU4IyxeQqeceDQdHtf0+daUvEOaumrx\ndg7pjGVc5Tg15mgVhQUUlbFDN7rr2i5jh+wYG3R7+5tRiopRnSjanOlPk5R+bX6RZYhuEu1DjfDC\nJrhWtAtyah87SwUz4cY+qVZt0cBTW+HKVaeM1S4kfnW9xlXx+lTylaV2SV7n56u1I97pTt5XfgK7\nxwd4tEhWC2PVqBWf6bGgteF5x0v7D0AciaKZ8TafvkPHGg3bl1ZgJoFQCYgoucV8zM5YHBImQo8P\nu6v7gqpyDJ856PZBhLkQxcq91+7eV34Dsr4YHgfLzpaf8KgNxlhe84yHYp52rmJpUpbVugG3GJpM\nlTNSU9BCqwsOW3G0V7G1XsX/s5Ww2nwCvlSOd6vicze6r9wHmQiTrpwMmqlLsjIcO9/ERKCcYD5V\nbQFQwGu26mhOnrzOqV7FYKWB5jlaTeHaq65OR3TaRzcFzsglXACLefBpujINYXZsL/vgw5bx6s0H\nbz1xwjctFdF45T4DcEmmUiVRRL2zT0er3GIQ2qyEVKpy7OCOMVLLfbPkPCxpEP5cfu4N7N1GPRHV\nQbVatsgt2pGLXzrfzmlVGvoJRgHWJVr1pQPRjs9H/IQdL5aDmA7aPhuixXc/UVYCPshMaepoJcy+\nX+bb5zIyPesUph+Jg6cKlufR50m8+EOjq8MtB1oh+9COWUBIOoRRStOO/FyOMoQYFbh8JRxwRUgF\nQtlpFkARmtuCgY6hmRsKPfPCqc5tZdPt+NUmTuWkwjEzlsS7Ew2HI1BIUCVl2c+ZxXDGLLtMr1x0\nTStPgsKs65zJ596hyrPM/bFu/pjMXGElrJ/2o+pge+4TH3SnouhfuzghzU3/Ue/70akoRwW9ZTzN\n1G4cxJQpxVU4UNRpMOLDx6b5g4uVENd+7r6QAhpgEZz9rpKu0maz0FWoWUnBXwdMj/u88xLy1iny\nhc0i9cANK1dft56+WwkHbEcHZMe4cxui7yNipQV4x1AZCnkH2ez5ybhzdxFL8mqZvHXwxFo83lC8\nBczUVY1mT+FpUR94wPG25WwNPMhUq6wlh5dxrtpfXk4NyFNXY1u5/uRHJb9lRn8ZY86uItixMBLZ\nu9n1PnH6zKkLxkrZ4lo3f/c0awo5oo6XF1M2eiENC5VQfIKRgMMdVFxPill2sgtjpcg8EzEAlVze\nCAoVqNaKhEqB0kZ86e0eqkEaCt2SGNnVHjEj152c0qv9hLHCRMiQM+Nmw1zoiBxeWYSHhDComqyE\nC2lFkYtLC366fsRo7/s2gm9Z/2sKFtQIy7oEs5jGdz9CwRIFVKBYFngRi4TZ4KBsgJNmcNh+tnS4\nwlZPnnjgUvdbZ1i4CkuFfFK16lDFeXsaCotcXN2dpfSCrpagDBnEYSdUZSdvMt+jNQMnKLSi0sWz\nLa46LSHvkPoVMobgKDcsOlFRIRblsVz/pzkAgVk6to1mLtx12wfvFpTmLXWIJYd3jO0zWQkNrUrH\n4gg3tamQcvHHeqxmNYTq++cl56LBOcpXBVIopWpRrc6thDg3Ds4Klv/eE5glh+1nS3lt7LfW3LBi\n2zvXfGs6SaaWF5eM1YdenHv/j02sPxubHWHriSR1U5TsUr3FSfUmGynZBUKbh+gnIEAXrny7iWCk\nD5aZCGUn0LzdF0NhZWpk6GQrbIxlr8fEWIgqaNhGeExan/rg9yEV1E1AgfmNxaktrqgNLULQQrhB\nt2J2mHN2XRSivk2+m1OsA7nV47BiOvdB7++DVZJMB4UKrdQKWV1l3/aQE3Gqt+yEXpwYnu30HJKF\nYtfm+RyW+9gL7bmdoNVTL4+8tSDXahbssJVd3A43EeYH0jK40JVSVJOuAPjEllO3qoVUDqmzVNer\nppK8lJBr963XTP1HYU6m5tTpZdIYixQFJ08s6ZMBxqBuEJWxUwfGHRzCO4eAQ8aXN55OuHMoxi5j\nx9gxPo+ru0LsknYM5dg50g8wGcuk0qdshcBKWn4E6HR+0VVbuiAtcBWunliG+cSQN7OXH+H0AVQv\nsDbY80vKycHPlRpLrVzF6Wazz0Le0IP7OubdaSva18X78KcUbW+2zOvf81NilkGPvYinJulhFQAk\n4VBlYwC3n3GIyVdmKMQQWhCsjDvqEapgV7cYCvuV78C23A6hl4yVa+YQzWpsn0G4ZHlpESE46E7r\nFBGcYFZeXpa0KGzZYNe1XCP7iXEp2woCrmC507sHnpe+bML7ApbJaVDA/D7oO3bdMpu04gp9Gzfi\n54kW6NO5YfWYOiUstcbitGZfjr3QuAoHeMJsATxFq24lnD+/eLuXWbDD1uLe/lK6WrKHiUcmYuUj\nm0ZUPDyHahsO7x4/+R5pQXyX5CLcqFtHOWzQJ24fHDKLWBhKKscuHOTQMQaG8E4ObEN45ybg7S1V\nJTWIodPMHduPyf3tfu756c5t59jp11a2wnB7T6gqOTANiCtRFVchgP+wP1XY3H+StCaimt2wHqHV\nBVc9sBJOzcb1kDK+8ikoeU1CQDpLddXq5OMVGOnZp7fU8zGPiLsju1/sh/caBHrLzOXvOqTbVcqy\nRHuBwKyZsbonVjaqdGcsbiIUbOaxbRENVYBoxnBiKPQzHkQszBhr5+9hGrqOVcJS2xJoo5RCJdOu\nMmI72zLh9iGvXFECYlmcVsmf7RWNBlVocGImQmg9ywxceXKKt08TXTV0KJBXFwybBBfZdLQcxRdp\nd/RJGpQmMnUMylrkqYrY9O16LKibnXauSCsYbjreVat8q7lhTTpWeg4XYIVLe7GX2wenOYMXdOUO\nAaoYtoRBmAWTq+YU2UpE1N4rilq3s7JVheQdGtBE/HjOVhpJuHcWhWTNJcw/EaXsIiNErIExDLM4\nBngHRTcZ1p7c385yZ5m5Y9uFqRhteEOke07KK9kxdm67OfX5Syet3Ql1LCJWTTZkhiedPNwvpxBe\n7PcjS6qgDN1KKBdWwlO0Sq6KfqXv58+fF+arEv7h6PAgPbi2I01m6/fkd1vuSDvSm1+fNxeMRbxS\n7JivS2mbz86i2XCqF395YnqIK+BQBWMs93YfYUsQwYAQHG4hCRPhAODuswAY40XRjJg1zSikgJMz\nlstawMpYIMbMWOHVnlaHibm7uRDAXryVFsPCLEFOIaRnvbR6lyVJYifSUq54tt+gqh+vWYRoKyme\nn+stk5humXRFiLthhUtWYwXLOct1St1baQYyWQltud3PkJz2OsgmRD52d4uMeKRvX6FVw6bp4BVa\nda46Fa7yYJswmApW88R6RFeiauuJ9rvr6ZyKzvY7Sx0Zq84TRcK/+9ZFIh5mzBopKyEwzSXMiGBC\ne2YyKLuOIdwxBrnrNgYMs8zEKIhPg4INwNsx1o5tB+8cm4tYYwjPKfhdEiF3167GnYZZm8lsi7f7\n3h0C489wKrfqz1/yz34DQFAPLrbzOGchLcZIoc0fnGYRNvACppePuCqgiocOoI58ksHkN6duKDxP\n4o1SE2YepXMFKw/GvLmp5n5Ix3EYhCdsxf7L5auexBfVjnaQtRP0YuhkUmIZChkQRnBYkYW3XzGv\ncJlRKP1Xhf1X6KoW575vZiyJk0iPgOXzmbu50EUs88qS/J0VswDE2uHeN8TdlmT1rKq0GAdx7KMF\nFmg0W2YepmG/g5N7jBjEIe+MrpodKnakdV0zOkwxvWz5arYy84Gp5KvVqDeJTNdpbcHn3J2EvReh\nVSOnFbauhKtuFuwKVvfE0ifoSnZfgCFuwWpzdk0LY9HGB42xyGs1q74rxaDRbr5LYWC0XGklhEOe\nWwmlxn4KEcL0KiF3yhDZdYyNO4cIB2VwE0CUw4Qrhcwj7DdiLAI7x4ZxxzZEB7Y7+Na+Xw/SHWPH\ndse4c9OwEpp7+152w+G2woN9cIIt60YWB6wkLU4UVSMizOUNwMxY0Ts1lmrbyUr4GK06Vy1KVZkO\n7Sfr+LpzTB/FDU+mx/LVdZWVvX3smB7W9WoMsm1sIS4/IGoDEROGDiIWm471jcmKnClMTcdypUgg\ntprhABBcJOAYoEbgzviG2HCPohqLGEazbjP4rL/Wia7a1tf2bq0XaznAEbEbZIqAtcqZJrNZTQnv\nsQmzWs3qpIUyLDpsYcKq5+Z9hyq/AwKuYEmnk/bs8BoZ+eRlOVohH3HSFZyQCh285eqF/mglTImC\nEqt8fwoRq+Qr7bBVt1aEdPJl/38Cg3wmR64623FysvOc+WbNsPVQuOpQ5S1CKFgMvyvG5EHilK58\nHkpEgkquChk5n9rCVet+Z6m85ZyfnE+GVTCitL+HiOWIX4M310t8RwmhqI4xdhOxlEONsSC7DhkG\nVdbnDxeuZAimCPiEEPc38se6YwwMAQe3AQq2IfwQQ6EFqrhz3LndMfyP292dsZylfB/h/O7zDSf7\nIHIEwQiI7bwF9H1XDOduOD5wSvZAoFW3DJ7aB2dB6wqt0teqoOqkm6k+7w93ir71Zd+I+tUZ1NNT\nlj7mf72jYUQEeE/GSrpaRKyJt75NvsqUOpYWl2AA3mUKpQyFIM1c6Edk9mYVUEwHIcW3oPgcJruz\nLSyD1gxOvAWAHI2xRvN574W8X3DAsaGV7TBlsgWzJC4yKgtblDXaz6SG9RIFq57DWXccPljTGkBV\nmp6wW31DmoQrk6xS3SmxStL1SlIKlrPinmeziBMq2Dy4lymWHy9iZRvdw9OHYteew4Mz+P/nOlZv\n9x+g1elbp2g1cRVsmB9Dq9ksyCkcAxyz5nhXp3TFVKHKpT1oqUVquOAqzPdrQ69F1PR3kbxVzP0e\ncwmny0iBxK6EEovTm4i1cwhV7LHpEGBsFIpQBGPYox4Qpc91snY/GCvycL+VD+Pr3QfFokLcMQY2\ns0uK8J1nFCrku6QrNxFuu1sJfd+2p/LVrF2ViJWWwSZcAa1AAlj2pf0thc2f2PCF4RbhqmyCObtw\nTGiV+tYlV2V/07SrSc0C8vh56plmfcvHtYsn6eXjngaj8wnamR7c4vR7Vj2zW6S7o7wHYy1NbvR6\ni471mmOoZKxQCH2KgWnmVgUkImFdiVh5+UMAyM6MmEUMmfLCW2iBOM8pOmNNE56E/q8DFhyefMg6\nqjqUQVkuMAu1zOVKWqjz+L2sqHXx/Ga6at2xFcQeyR3TOovT114vRSmR1iS1UOMGHw5YE10BWRTO\nUit/DGKrwPQqPrbZXvl2np9oYb2eEZ7+pLHjur82+q3dXwZhz0Qrf+yBVvHSdsJKuNuR1SzYkCv1\nKoeqTlc+Z7CkrOyL6FvjrbADHicSBlcxywzbvU/b/mS6lbCUWn8yjwrVtycWI9LiMlmFV7h43kQs\nc8MyV3eRwKyB4CpXy4uuGmNxgBQOW9xGb9hfK0SW5fad2xfcB4ZgS3kFwI/J/d0YSyF/wNud253b\nd9xCxxptOqHrVSZfmfN7yldlJTy6XgVasTg4OuqOTdNWcl+WKhkjaTQF6yhcNd56Cq2SqxpmHe2D\nZ2vG55GzljwclzgNVz6Utx787uNL6hMF8uDSMeeZUkjIFqj/Sj6rNkXxPXSsGaomusp+0Maur5uK\nTQVCmoLFVuTsraOIdZElFswB4s5YdD/35MLGWLClDpGMxdH8sSSOH9DH0QohZaV9MJFrwaxG3iZo\nSUI5JN/NAsEHYdX8E+35FWN5+evDsDIpVEiJ6UQvKFNyYXORpWE6RStnjixn0svZs3660O0QmD7e\nqqiO75uo0m9cVriZSOvyluPglYJlL1dswvyyDZJm2GL/bvsMm/dbE65YZsFArnBpd+pi257Rlc0f\nbH5Xx4mEXR6gX4wPq+IDzKeXjk0LavfngEXEMr3zjdtNMMundd55ZBWxhLKrAEOEBgpCEYgt+C40\n++AQYWcsQqigCFVUdmuWN+gG/RbM8kmiHDsGgLt5gLWO3tL7MFbS1XfcvivMui2YZfvKsevYKTGd\n0AFr14pBmlMyjvZBthJVIBXI1etapomxGjytJkLMyCXgYAgDT6FVclVAlfReYYWJM8ZaX9sNR9WA\n3SNZhvW3XorpiSSH57wmu4Msf60fRR7BfGT99vxb7ag/V52ih7/VvEKtlv/URBi9wysZB+dUDu8h\n+UjwFraDiAVaNKlrxLJRHydnrGQoAfQRYwUTZd5ZARVmYIemWrmU1apMCVcds3IHUWaafbDVHUGn\nqyf7haVHjiO9iWhhGhpjVXqRGqlnbk7k/ru/t33/+wD0h7////1P/ytu2x/503+vRMBC6dax0LGk\nFbjnpqAT76MTttQFEQnoemfGoopH8zoNT9+0oryLSQReLrY35QfG6sPoV0CraSyVdsMmXLWXq0s7\nfRXnsg/mzq42ay6Uybxmht5DMOszTt2wip9Qt1NWQs4HjaJyLMVynCTeemAat2OOgHHBXcRSHWbJ\nVsLWd1cd+/AxtItYvkMsCpbWOEUhN4hSt7FvvpaODnBAx0sa5gjBJbbi4QbdxFltx/CxAm/5+S+y\nv6k/1o7xXQhX3/Fmflff2czBMA7eOe4WDUvHnSO9r3bdcjph2gd3HYFW65+XnAnxJwcs9LqWf+2t\nzlWr99UiXDWvrAmtgrouuSqhKjshRK+0ZPRStjntuXWkuj62OxXa9CC8L2k9hVML3ZZwtdDVgbHq\n8y2tIlbrKdma2epCcBhhfGPqfV/HLDY/95wW+2aVzAph2AfBcSJi+QLPQ0iILZxzsBJOyRgLB8ba\nAAr0grFG7Ew5SHd7b5k7SVktQMMkXI0mVsnhA3n+dlpZCslpXrf7XtGc05GbEGtor4sTPZ329YK+\n+z/+z9/+9//Cj/7ab/7iv/Wv7D/4m//Xv/5v/+Sf/nt+9Jv/2+/9F//Vz/0L/1yHjChkkkVtutBn\npBKxMt5EuuKFpcbcjanybozF7lvWG+uQf3sEinQ8x8JYfq5p59ji28uJq9Dq7QvRCmw2wYfCVS7y\n4ghFc7SyrStYtWN0tdssXnEBZ9Aj3WUvBaxuWKS4ra2Q64hZdYakK3UToSD5O2ROKwlvbihElj2o\nYMuCCoaERopjFsrbXSRELBGhQMfCVWEcVB1RoCg3kV3HTfYdsmEM6MA2qOYyVcalqF0ZAspLikfp\nxAC/yD6gm3BAN1EbMQ5RARX4jrf84k32mxfl131ycm9e7UZXIWLZ8e2uZSK8q4fCuidIwSzVq3zF\nMBdqSFbT/EFkhZ3bTWZuAr0Oxl93vSofrKAoFmCxqVbgcEK6RKvkqg5VnagWunre4FvAFpaCxVvW\ny8TNMiZiv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FTNCVf3pKuEp0sRK3mrD4ZmUplJ64Sr6uVjtEp7/wValU1w0qvOhCtvqq/1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\npoA5+dyPH70EJjat66Q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XoWMFaT0hX720fLqu4FXlFUfxTgd+A7JXuiatz1v6Pj86I9di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\n" + } + }, + "cell_type": "markdown", + "id": "8b05bf2d-4a12-459a-9b34-b1ade3769de3", + "metadata": {}, + "source": [ + "# Basic Earthworks\n", + "\n", + "Brendan Harmon \n", + "2025-07-02\n", + "\n", + "
\n", + "\"Random\n", + "
Random earthworks
\n", + "
\n", + "\n", + "Learn the basics of terrain modeling with\n", + "[r.earthworks](https://grass.osgeo.org/grass-stable/manuals/addons/r.earthworks.html).\n", + "This tool uses cut and fill operations to tranform topography. Cut\n", + "operations subtract from a topographic surface, while fill operations\n", + "add to the topography. Transformations are based on proposed local\n", + "topographic extrema, i.e. high points and low points. These extrema can\n", + "be set with coordinates, rasters, vector points, or vector lines. In\n", + "GRASS raster and vector data can be drawn with the [raster\n", + "digitizer](https://grass.osgeo.org/grass-stable/manuals/wxGUI.rdigit.html)\n", + "and [vector\n", + "digitizer](https://grass.osgeo.org/grass-stable/manuals/wxGUI.vdigit.html).\n", + "Transformations are a function of the existing elevation, change in\n", + "vertical distance, and change in slope over horizontal distance.\n", + "Vertical distance is calculated as the difference between proposed local\n", + "extrema and a topographic datum, while change in slope is a function of\n", + "growth and decay applied to horizontal change in distance. This tutorial\n", + "covers:\n", + "\n", + "- Cut operations\n", + "- Fill operations\n", + "- Cut & fill operations\n", + "- Random operations\n", + "\n", + "> **Computational notebook**\n", + ">\n", + "> This tutorial can be run as a [computational\n", + "> notebook](https://grass-tutorials.osgeo.org/content/tutorials/earthworks/basics.ipynb).\n", + "> Learn how to work with notebooks with the tutorial [Get started with\n", + "> GRASS & Python in Jupyter\n", + "> Notebooks](./get_started/fast_track_grass_and_python.qmd).\n", + "\n", + "# Setup\n", + "\n", + "## Project\n", + "\n", + "Start a GRASS session in a new project with a Cartesian (XY) coordinate\n", + "system." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "efb49398", + "metadata": {}, + "outputs": [], + "source": [ + "# Import libraries\n", + "import os\n", + "import sys\n", + "import subprocess\n", + "from pathlib import Path\n", + "\n", + "# Find GRASS Python packages\n", + "sys.path.append(\n", + " subprocess.check_output(\n", + " [\"grass\", \"--config\", \"python_path\"],\n", + " text=True\n", + " ).strip()\n", + " )\n", + "\n", + "# Import GRASS packages\n", + "import grass.script as gs\n", + "import grass.jupyter as gj\n", + "\n", + "# Create a temporary folder\n", + "import tempfile\n", + "temporary = tempfile.TemporaryDirectory()\n", + "\n", + "# Create a project in the temporary directory\n", + "gs.create_project(path=temporary.name, name=\"xy\")\n", + "\n", + "# Start GRASS in this project\n", + "session = gj.init(Path(temporary.name, \"xy\"))" + ] + }, + { + "cell_type": "markdown", + "id": "eb7d9049-46b0-4d05-adb3-dc33855b71ab", + "metadata": {}, + "source": [ + "## Installation\n", + "\n", + "Install\n", + "[r.earthworks](https://grass.osgeo.org/grass-stable/manuals/addons/r.earthworks.html)\n", + "with\n", + "[g.extension](https://grass.osgeo.org/grass-stable/manuals/g.extension.html)." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "5afc4b07", + "metadata": {}, + "outputs": [], + "source": [ + "# Install extension\n", + "gs.run_command(\"g.extension\", extension=\"r.earthworks\")" + ] + }, + { + "cell_type": "markdown", + "id": "e6b1d2ce-2c9e-4250-8bbe-1bc106941dfb", + "metadata": {}, + "source": [ + "## Region\n", + "\n", + "Use\n", + "[g.region](https://grass.osgeo.org/grass-stable/manuals/g.region.html)\n", + "to set the extent and resolution of the computational region. Create a\n", + "region starting at the origin and extending two hundred units north and\n", + "eight hundred units east. Use the raster calculator\n", + "[r.mapcalc](https://grass.osgeo.org/grass-stable/manuals/r.mapcalc.html)\n", + "to generate a flat terrain with an constant elevation of zero." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "74f3566b", + "metadata": {}, + "outputs": [], + "source": [ + "# Set region\n", + "gs.run_command(\"g.region\", n=200, e=800, s=0, w=0, res=1)\n", + "\n", + "# Generate base elevation\n", + "gs.mapcalc(\"elevation = 0\")" + ] + }, + { + "attachments": { + "images/basics_01.webp": { + "image/webp": "iVBORw0KGgoAAAANSUhEUgAAAyAAAADICAIAAACf7RJNAAAABmJLR0QA/wD/AP+gvaeTAAADp0lE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\nEDNYAAAxgwUAEDNYAAAxgwUAEPsA1G4Dl22Phq4AAAAASUVORK5CYII=\n" + } + }, + "cell_type": "markdown", + "id": "61e5e65c-d300-48b1-a68a-57a666e1f026", + "metadata": {}, + "source": [ + "
\n", + "\n", + "
Constant base elevation
\n", + "
\n", + "\n", + "# Fill Operations\n", + "\n", + "Use a fill operation to model a peak from a set of x- and y-coordinates\n", + "with\n", + "[r.earthworks](https://grass.osgeo.org/grass-stable/manuals/addons/r.earthworks.html).\n", + "These coordinates represents a local topographic maxima, i.e. a high\n", + "point. The algorithm will fill locally up to that point, then the slopes\n", + "will falloff at a given rate of decay. Set `coordinates` to a pair of x-\n", + "and y-coordinates. Use the `z` parameter to set a z-coordinate for the\n", + "top of the peak. Optionally use the `flat` parameter to create a plateau\n", + "at the top of the peak. Using the default linear growth and decay\n", + "function $z = z_0 - r \\sqrt{\\Delta x^2 + \\Delta y^2}$, set the `rate` to\n", + "0.5 to model a 50 percent slope." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "cffd54b5", + "metadata": {}, + "outputs": [], + "source": [ + "# Model earthworks\n", + "gs.run_command(\n", + " \"r.earthworks\",\n", + " elevation=\"elevation\",\n", + " earthworks=\"peak\",\n", + " operation=\"fill\",\n", + " coordinates=[400, 100],\n", + " z=25,\n", + " flat=25,\n", + " rate=0.5\n", + " )\n", + "\n", + "# Visualize\n", + "m = gj.Map(width=800)\n", + "m.d_rast(map=\"peak\")\n", + "m.d_legend(raster=\"peak\", color=\"white\", at=(5, 95, 1, 3))\n", + "m.show()" + ] + }, + { + "attachments": { + "images/basics_02.webp": { + "image/webp": 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SMQVKYIqYIiaPyTEFdo7J2badc4p12/XXMTl2jvG3YgpMgRIxRZTwEqHrjxsb4rIz3J52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\n" + } + }, + "cell_type": "markdown", + "id": "da860bfa-a78e-4769-9f22-2c438d8f95ac", + "metadata": {}, + "source": [ + "
\n", + "\"Peak\"\n", + "
Peak
\n", + "
\n", + "\n", + "# Cut Operations\n", + "\n", + "Use a cut operation to model a pit from a set of x- and y-coordinates\n", + "with\n", + "[r.earthworks](https://grass.osgeo.org/grass-stable/manuals/addons/r.earthworks.html).\n", + "Set a z-coordinate for the bottom of the pit. These coordinates\n", + "represents a local topographic minima, i.e. a low point. The algorithm\n", + "will cut locally down to that point, then the slopes will climb at a\n", + "given rate of growth." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "6bdf44bd", + "metadata": {}, + "outputs": [], + "source": [ + "# Model earthworks\n", + "gs.run_command(\n", + " \"r.earthworks\",\n", + " elevation=\"elevation\",\n", + " earthworks=\"pit\",\n", + " operation=\"cut\",\n", + " coordinates=[400, 100],\n", + " z=-25,\n", + " flat=25,\n", + " rate=0.5\n", + " )\n", + "\n", + "# Visualize\n", + "m = gj.Map(width=800)\n", + "m.d_rast(map=\"pit\")\n", + "m.d_legend(raster=\"pit\", color=\"black\", at=(5, 95, 1, 3))\n", + "m.show()" + ] + }, + { + "attachments": { + "images/basics_03.webp": { + "image/webp": 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+A641FkfJEQQd2K4D9F4opAJ0yIiw8KDRw0qohUrY6mWxaLLWl9fm+bjs6Pci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\nEEIIIZyyCFghhBBCCKfs/wAXr2gd3DDvPwAAAABJRU5ErkJggg==\n" + } + }, + "cell_type": "markdown", + "id": "27cad406-13b6-4007-b9c5-922c4f40fdbc", + "metadata": {}, + "source": [ + "
\n", + "\"Pit\"\n", + "
Pit
\n", + "
\n", + "\n", + "# Cut & Fill Operations\n", + "\n", + "Use cut and fill operations to model a pit and a peak from two sets of\n", + "x- and y-coordinates with\n", + "[r.earthworks](https://grass.osgeo.org/grass-stable/manuals/addons/r.earthworks.html).\n", + "Set a z-coordinate for the bottom of the pit and another z-coordinate\n", + "for the top of the peak." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "76aed7cb", + "metadata": {}, + "outputs": [], + "source": [ + "# Model earthworks\n", + "gs.run_command(\n", + " \"r.earthworks\",\n", + " elevation=\"elevation\",\n", + " earthworks=\"pit_and_peak\",\n", + " operation=\"cutfill\",\n", + " coordinates=[350, 100, 450, 100],\n", + " z=[-25, 25],\n", + " flat=25,\n", + " rate=0.5\n", + " )\n", + "\n", + "# Visualize\n", + "m = gj.Map(width=800)\n", + "m.d_rast(map=\"pit_and_peak\")\n", + "m.d_legend(raster=\"pit_and_peak\", color=\"black\", at=(5, 95, 1, 3))\n", + "m.show()" + ] + }, + { + "attachments": { + "images/basics_04.webp": { + "image/webp": 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dYkGzkQn2oLA2HyvQyqa7XY2rsw7WlBJ6290EooFZ5MAshY+5hAmL+O4tAt+f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\neQZJV8Bi6G2wCFjAXPgYETuQ1rhQJVdZLh0By8QsX3el5OT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+ } + }, + "cell_type": "markdown", + "id": "65d782cf-f7a7-417e-8a7b-2d98672e0c8c", + "metadata": {}, + "source": [ + "
\n", + "\"Pit\n", + "
Pit & peak
\n", + "
\n", + "\n", + "# Random Operations\n", + "\n", + "## Randomness\n", + "\n", + "Model a set of random peaks by generating a random surface, sampling\n", + "random points, and then filling on those points. First generate a random\n", + "surface with\n", + "[r.surf.random](https://grass.osgeo.org/grass-stable/manuals/r.surf.random.html).\n", + "Set a `seed` for reproducible results or set `flags=\"s\"` for a random\n", + "seed. Then randomly sample 50 cells from the random surface\n", + "[r.random](https://grass.osgeo.org/grass-stable/manuals/r.random.html).\n", + "Use a fill operation to model random peaks with\n", + "[r.earthworks](https://grass.osgeo.org/grass-stable/manuals/addons/r.earthworks.html).\n", + "Set input raster to the random cells." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "f5d37f47", + "metadata": {}, + "outputs": [], + "source": [ + "# Generate random surface\n", + "gs.run_command(\"r.surf.random\", out=\"surface\", min=0, max=25, seed=2)\n", + "\n", + "# Sample random points\n", + "gs.run_command(\n", + " \"r.random\",\n", + " input=\"surface\",\n", + " npoints=50,\n", + " raster=\"random\",\n", + " seed=7\n", + " )\n", + "\n", + "# Model earthworks\n", + "gs.run_command(\n", + " \"r.earthworks\",\n", + " elevation=\"elevation\",\n", + " earthworks=\"earthworks\",\n", + " operation=\"fill\",\n", + " raster=\"random\",\n", + " rate=0.25,\n", + " flat=25\n", + " )\n", + "\n", + "# Visualize\n", + "m = gj.Map(width=800)\n", + "m.d_rast(map=\"earthworks\")\n", + "m.d_legend(raster=\"earthworks\", digits=0, at=(5, 95, 1, 3))\n", + "m.show()" + ] + }, + { + "attachments": { + "images/basics_05.webp": { + "image/webp": 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AjMSNzq7YB7n+QdlnLg/n94ZXmDl4FZi0qZiI5SCo2l2ECytnsRIS5YB/4+7njXOmoUvi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ZPggs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\ny8TNMiZiv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FTNCVf3pKuEp0sRK3mrD4ZmUplJ64Sr6uVjtEp7/wValU1w0qvOhCtvqq/1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\npoA5+dyPH70EJjat66Q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XoWMFaT0hX720fLqu4FXlFUfxTgd+A7JXuiatz1v6Pj86I9di\n4Bcrn/8UngvmnxIRTyIaE12t29kpHl4Zvzgeu2K7lOxHObbXPQMAWPUK46uFONEuj+ljB8byZ7oy\nVuGioxST36S/G0qWY5PE4N67JQKao/dYqDWfelfkCKieZzxc3kwRy51Y5pMNN+6e902icy+xCrXw\nQ27HwNvkJvu7524w6j1Yyv8GXX1Lvbsly7Y7y/CeObFMrelYJ/JVdqKc5as4y7O0AAz9wCk54ls8\n5IaVpmOFejUHvBZTEUK7Eq7z43oagi5iZQ6C1dONA1L0u3saq5SalS+eoxVPZtJ1Q9JxJp2TVsk8\nE13VmWwjCrh2ZfOYIRaiH2MGD35PmMWsz1K6YMKWP5cjcNa5mM8Pc7u4CmdoxSZcsa5+RgafSVcH\nQXR5pb7eVSvp4hYHEecXKWYJYU2+mtK2Hk8Cr96V70yQYy2PtIIHet4rpL6LcvBgVens8skKH8wc\n9Pf4FYhq3ZGv+88/o1wBAz+Zz32mq+kVtFeAhavGL0y61ANOet7HJg2j/olMiJCu9jVrQ7Xyo+lM\nk9YVY1Xsybvl2mCucZ7gNYULR7dUERYJEJswK3um9A/5MiwhYpmpyO7cKJTdVBS7RzHC2D49RjFQ\nUY0/FRtlk/fJ807XpaB32/a0Xu1Du9Ldtn08aolYxloyDz3g5QQ05CuWfDV3b31jCeKgXSCc+OQA\nX3/iYU4NnufU4EUaAmSGp5O5chElLCDHaSsZYnAbpUx3VnLVeHpEq3JcFZ5ag4+zmXQndJWyzTJm\nKF226nbU4TZmmDBLADkjrfELvS1Yz0WvYO2VA1exc3ZWEmtoxY5WSZbj6YGu2FSrFkNsOtYhOBiz\nAg9W9z0N7DF6GNMGfTvkKzPo5od62T89IhLguwBbz4hCXL/+BHW9+NBPAOtzQtVVYXmIT97LT7xr\nlSDP61hBwHeu9D33gdCnyj4/WWcgnatyrHncjnhDvX6M7DwTpKbts4/FP2ktO4x3cGnGyv43nxVs\nad7Sdq1jVfhCp06I7oZOS1YPF0IOUlZ1URVkKczSNIoRoJhFLnAjPQkmNBZ280Bh6FgINQu2Dd+Y\n72fGsQxCg4kabKPpGzCLlEwlqjvlzm2HzxkMb/u31D21q1Kt9rGOXiXxqqWIMxJaCbizgwx7e8EW\nOnK1+YMLgS3B3Jmxopt/fk6NgRHnaQgW0kLqNPlY1QT5VpzGY7Vd9OAjV+F0Jp0lj+LZM+l4Tlew\nw5iBoOY0DoI6jRlAD45iYFbV59C3htblVyUP/EH1q9usP8roUo9oVUIdDsIV18Ps4LX43E+N7SlK\n1VsUQ61kPoKD+e5gNQJLWLAmD9LWE1AmrQOFxzjA+znyhAlOvvQJyvEKJzOdjorzM3Uezt5CnsZX\nlQmwvltodSwT+HS6+gK1gRSAFxclx3wio5H9TKXdwmtM0G/n7Wvt2Vmp/Ie+w5OBpvb/CEMX25eM\ndcpb9ZWnblQhmRkZFjMWMjMWmEvoLDVSLxmLqZEAI/AxnpYlq8KFBLVJWX3079usTgjcYq/YbPi0\nyMlk3vkTRhFTAXZfDBQBEACg5oxFn+eYvQktupgNtlE2UYVtvnLAS4KGuX6zZ7RqMwQpO7d7Pt5t\n25Ou7hbsNTxYprGKSyP1yCuV6NDcV9OErFOiyisef21Fo3PGGjk1esALqTxWuJApZfWI4cM0BJy5\nqscHG86ubd8grTNH42gTTtGK80y6WNQZ5zPpnkNXeUrXMYO7+w5jBgKyCwQDs1D2dhT1hV4sean6\neajzsd7s88itBmnFVThDK8pMUe14OV5fY4UzXY2q1YmqvFlsGz042LztIV+l78p12lW+Klw4loLu\ncaRTG5Ww5du8DLZ+7SLNI7u20vUW2/axPDhLLy//H4fdpc3QeWlNAAAAAElFTkSuQmCC\n" + } + }, + "cell_type": "markdown", + "id": "8908caaf-6396-4ccc-8594-8ab08dda1afe", + "metadata": {}, + "source": [ + "
\n", + "\"Random\n", + "
Random peaks
\n", + "
\n", + "\n", + "## Visualization\n", + "\n", + "Compute contours for earthworks with\n", + "[r.contour](https://grass.osgeo.org/grass-stable/manuals/r.contour.html)." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "265e6b38", + "metadata": {}, + "outputs": [], + "source": [ + "# Derive contours\n", + "gs.run_command(\"r.contour\", input=\"earthworks\", output=\"contours\", step=2)\n", + "\n", + "# Visualize Contours\n", + "m = gj.Map(width=800)\n", + "m.d_vect(map=\"contours\")\n", + "m.show()" + ] + }, + { + "attachments": { + "images/basics_06.webp": { + "image/webp": 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i5A/ArzCdhZ0yfFf85/6NSBFTCqSQ1v4MVOzue8QrzEBCwJaUzo2qhRtvvBt/\nnqPnaUffJhTWJdBnBcyGYYjxfxV9n4US/Jqjd/AiNN8V6Ex7BrmnHo0sHt0ovltkg3HBOhxbu7w3\n/gwOI1BQS7n7CoaiBWG1BN7GL3g9iJjfrcifqa5Cm/Ay9ELnGzy7MZLGrRe1Cs0zJMPQNYi59aW1\njdAZrc1ypJkoVmaJjq7/5W68fAsG9kf1MFaiOZdaG97fjbvS0ZFk/BTSnoRaHDYnLDlBXQxCaZof\nJVwY3dONVQif/h5IEL6f5Jqt7YAX0BqdQvj7XC5oheh+C9vVBLTPbWBcn4YsLHHojzTKlpbzemxX\nXpBLi5XZCNLvokVvOWEDRK9PqJ6A5m/hUrJXoN8bWcd91sC7UArshhYPkkJ03+VpV4XWwXcev4et\nUFkX7auWdvhWpDGPw0aI8fRlk8wH1UgQuhl9f58h5d/elF/R1HaIrumIzu8Q3buSP/N/AmL0r6b0\n6dMrkLB1EYpN+isSai4D9iLMrbhYaDBB6OdjF52rQJYAS8MF+ihDgrIaAm7BXy1zV7QuPp/HPkgL\nOwe9oM8jTUAI8xeHTmhDXkB4OtNseIL4irsRzkBWHN/BdSaKVwmRqlPIn3c5sr4kqZKdD9q68Za7\n8XMJ8J+BmIpzqH/GtJWjYxmiK8mGl8TisD9ixpNaXGqQWfkbwgvC7YLmk0+KwG3R3HwMbV1sirSf\nnyPFTGNPMd4bHVQWPse2fF6Anc60ObLIWAXfhqED0VLQtHS0WIXhyhH7IrotZrQWzd9659dB65jN\nivQMfve2Jkjr6xNIyw1XI7p97iJnoHWwEJ3Z1r4/CbvYZjVieC1L9+X43epyQQopR251NLyOBKFy\nq0vlQz9E9+toHreieeUqHHdCPNt3KJlGMYXsGpQh6zZ0Tn2MlME7UV4WxgaThndj/EV9RiNtpsVs\nRweElRqwIWAM/gOjAq1H0hTELZGW9wbElM1DB3ivxFQKe6KP7gqSM0tbIN9HKzg+yqDVy9PXvq6v\nEL//jsg8+Q71V2l6oBv/acKsLpUoU9UKtNblVqiuNaJrBaIz1Od2FNpEQ9Ijn4xiAc4kuWZvN2Rp\n86UdjbCrGyuXYMBD3b0+t5RMdECH4GLkOlBowaMb+t5GAUegdcjMgnaC+32Ua1eqOjmHI+1yHHqj\nNbEO9LnYAaCHIkWHhSfwB0rfgITshogZiH4LxxK2TtlcutZDShWfUqstet7JjnYAACAASURBVF5X\neNqVC65A9PoUVAPQ/C2NbgpZRC3+pAadp9a5tBf+tPzzUWKOQqEzskIuRIzlRGyBviFhHTSfj9H8\nziV3D4XNkaL3eQob85Qp+K1EAvEplF8CjEw0qEKEL6CAojikUPCMz6d7U7QR1Ff6uHyxCaLf525y\nFFqPfCTtFPJLv96NOQttbkmzSHREB9NbJNNQP4qfIXwY2/0C0r7bISlrByNB5TJyC6QuJKocHV9j\nVwzui+IuXqL8NU39kH/zm4THu0R1FEK+2UHI8rYMMc5JND690SFzI2HPfjSKP0liJj4bZZQJddFJ\noW95KdK05mvRqkHuY6cBv0XM0w9I+HoXZe26AzGjmVnQbnC/P+7aLXH3zXX9nOb6zbVQaRx+jW0B\nPQrb9WUdJPRaAu+z2EzfADRfS8M9FDGGZeGznAPaIPotprQJWgdLiBhDfBHHcShOwufm2x65Id1E\n/e/BcahC9L2HP5thLZq3L1nGGMScWmf24fiD+h/B5oM2QtasQmjhN0eZpqIYxkLGx5UjNicdC/o7\ncptvJbJ8r0BCQj5ZubqwpuB3Og1H8LsZO/nIJPxFY0uGXVDWDuthDUEbpG9D2B8xdcUKxi0WeiC6\nreAz0PyXUNiA1FokAL6DfCSPJpkWNoW0CEvwx60ArI+YLouB3AYxc9aBVoOYpJA0jzsjxrXcCleO\nRnTtnOXaIUi4OpH8D5SOyA3pQNdfpgb8RPf71uQfB5Ny/S3HVipkIimzPwBVI/6aZFqUlshN4knC\n4peOR9pEnwY0hczgHxHuhrYOYjbew59cwUJvJCDMQjU65iBf5yORUJ5r1eLm7v4jXX9zXP+z3Hgh\ndTJ8+ADb+jUT+9s+CiV5iEN7lC3IetbXAZcY10Ea5yM8bcodR+DXnF+C1iMOzbCzL92PXTwvQvQd\nzjL6qi+0R3Q9Q5il9Sb8mdOaIhfS4UabCuSRsJPRphtyg7NiXSfjr4fjw05IkfQVYqZLLXg3Y806\nIIUo1JoEbdC8v0LrYD2TOPRFlooXSe46PAxZhiPBryEW85yA4vfisDd+i2tJ8RZigixcgz8YDOSu\n8Rn5F+IqFbojekMKSN2F1qFY2A5twF8gc3sSCX4EEkJ82qDr8R/6r+HP4DIZWVJ82J3CBRcXA1sh\n+qIqxpXIr/0zcmdOByKNyePomaxC39h9yMc4UwP+K/f7W67dEnff6eTupraxo/9awlyyTkAHcBL3\nsq0RE5vE5F2FGNvXA8e6yvUfp62NMq+9TXgsUSR0nmv0a6ELejbvo2d1M0r1W2zXvNZunKjK/fuO\njlwyQtWglJmWEmI+snrF4bfYacp/gZ3OtAZ/nYSd0HtZ6voChUYIg9sLrYdl6XqY+KKRLVFdEV/q\nV9CecCVi8rYLaF8KbIfouZKwPWs8mq9PULkM29UQZCHxJduZhO1KV4Hor3tmtELf0W7oTD2WNRVQ\nx7rfD0fW63noGRfaQtUUKU4PQulcb0XKoA+QS/j3qN7HD6xZB+QH9/v3rt0HpAsSn+f6G0LhYyCq\n0DrMQ+uSxK0W1qyB5ctEmkIeKG+g2NqTKX6MZxck3IxCiqbTkVViCtnrgExx10937Ue5+7Pt/ztj\nZ3vritzJyiYpxQgU+2Btfs1QLYGQQlGnI9NVoVOfFhp9EZ1WVosIY9D8S6ER2AZ9dHNIxrj3RTU4\nJpP95WqGXjzLlLgDYj6sQ2Aj9GH7/DW3de228LSrb2yB6NwHFSuaRXLNU090SH2GNG43oI0vqdl2\nHXffDa6fz1y/SX1O26B5PEHYOzvdtU3C7FUijfwK5M4TsqGlkKb3PfxrXIGeR5w2Zxr6TkIOixo0\nx8/Jzby/LbL8rEZ+/dtTf4xxhRt/hqPnAZIlpBiEmLc4tEQFyCwm6AvsDGy/xVaG7I4/nels/IqQ\nhoJD0XwsvEpaEZIN49C6xqEvitsJrRm1G7J+/or6c3Fr48ZfRHjh2j3QPH38xaZoX7eE9Cp03mWz\ngkcIcZEbiZjXfZEQ9by752/Iw+RZ9Ox+zZoKqF+73x9C+34h9pQqdKadiqyUnyBB4kOk7LoMvUt7\nICa2B34FSmvXbjN33zjXz32u3x/cOHe7cbegMEJUBVKOf4LWNKlFYnO050/nxx4dKbTmHyFeaz8K\nW7ekAtWcOQit1SNIoPoH8kJ5Hwlzd6B6JheiOMtsdUDOdNenuvZPuvuXuv7muf4vQ/zsn7HfpT9S\nZqnln8TPiA9BH3SIP/zRaJPYPk+6ioXtEX1HB7TtjXInX45ehuOQdH2c+//9kAanH4Xz1U6hF/db\npG0IPSA6IG3OLfz4BfwFes4WnkUStoWX8Gva+qANeEdPu3LBjmgTnUIyF7jNUbrllYixLrTJdjPX\n70o3ThLmOYnFoRoxQOflQGM/ZMF5ivC0u9eg99SnwWyDhLC6FtqLkRATYnnojNbgkcD2EVJI0/Q2\nOgCPC6C31GiJ6PoE0TkKvyA4BgktcdgKWyPcCVnrrHG+xbaM3Yr8tOPQH+0fhY59qS/UoPlYQtsp\n2BkY+6B1tRApU0LccUHf102OtpPIP118KGrdeEvc+KHn2wjClFpNkO++T4AdjxhbXxtfquRNEaP7\nBNpDd6W0MQPrI8b/KWSt+AgpsQ5HCsNix/xUuXEOd+N+5Oh4ytG1fgH6H4fiqWaSzPLbGgl4b5P2\nzNkduZC/iy30J0FzJMheinik79HZdT/KODsaKX8KbS1q6vod7cb5DX5LYiTwlA36IROwz3VqLJK2\nQrSOI9EGcyblY0avQPQsIdystz5yi3kQMfY3Iu3Fje7/H0Q+vguQNPo5euHPQYJJPpt6K9KZsywt\nTSZaoOQCd7LmS/gstgVrAySUWYf+Xmhjt17upkgr4iseVW5IUkCxH3KJ+AYdpLn6+4eiuRvnGzdu\naFB8ppuSj3nuhhicU0nO+FWhb+JrwrLApBDj8SL+7yNKcBFpPE9AWsuQ57URsiRNIpnJeTiKy/oQ\naTXLZf+KQwWi80NE93Cj7flIUxaHY7CzTu2CzbT1RPuIhUXY73Ah/OnLDVdip2jth9bFwmL81tDt\n0feSRPkzCJ1xi5ByLclemAQdXP+L3HiWm19d7IjmFaLU/BXZK8hnoi3iA6wkHNXI2pdLMdNiY2P0\nPs1H+/bNaA8ol1og7RA9NyP65iN684m7a4nOmeXIVSrUYpFC791yJHjMQ7EQ+bohbej6fQmVWngF\nFePdhfLLmJmJrZFlrqxwEX5JH/RxzyJMU7wueigvU/+ZhPo5Ol4heXBSKKqQlmsMkjLfRgGkTyEJ\nPtdA4x0Qc3c1YeveFJn8Z6KPLCQo9Frs+JAUYnB81bGvw7/5N1RUo+9kORJkfTnqC40mbtzljo6Q\ndyFi9l/Az+z3QYLqEsS0J2VEfu5o88WUgZjm+wkrknYCsngcg5iXEJe0bZGJ+uCAthF6IgFvIRLW\ny8ZPNhApRPdCNI9s6zQDO37janSoxmEidv2P/bDPkb5IkLbwKWXmIlAADEHzsvANtmvRY/h92kFu\nvEsJc5nOxCbozPgTUqIdQP7uWW1cPw+5fmeSPFvmAWg+VtrnCAchJaCPAbwRf4rksYjXKRd0Qp4q\nHyPFyhVI4VPu+1QK0XkFojvKLNUpx/76I+XVOyQTYnuiWKx8XK02QQqcz1Dcz3TkPljqgP18kEIK\n87IKsq9BprPDPe0qkTvDPYQ9yArStRQmU/oibq3cuFGthFJrM1ujDFt3ow34CcSoJf0I2iGt0euE\nZfxphtxqrkPP9EGjbTUybVvZkPZAQWjWZrcVYhBLVWCwlOiP5v849Z9kobuj4wPCqqFXILebuwg7\nrPojzdUq5HqYhAkZhDZmX4E0kED1OtIaWUi5NqsIs7Dsht7nUC1wBel4lvMonCtKE6Ql2xm5QI5n\nzSDU8e73nV27Qgm0tWgeK9C8Mve82dgB0ZE/ehxuw86QdTESXuNwGHZgcF+kMS13piopUmheloBx\nD1qfOEwiPIXmxkhpdSHJ17I1csV9AinQ3kXnyFFICOjOj7+RWvf7Nq7dde6+v7h+jiS5Vjjl6P+a\nMM155Cbua7s1Oqesfa0pEgjLIYbxZ4h/WA3cjpQrDfX7SCH6b0fzuZvcLExRKvVlaK8rpptZXcHv\nchq+guRsyrC+0sbogfoy2zRBB9ldhD/4bkj7Eb0wxTYVtnPjLHPjlqrIl4XmpDNefInMiEkk5xRy\nofiGsA+gNbJaLMMWLHdH2a8sPI+dejUq0tjQC1Jmw75Isz+2vgmpg7GIrpAq0U2RxujMBP2vgwSR\npcgKESo0d0cm3ssD2nZE30JImuYQ/9k9SVZRfT307r9EfkWsatDBeg5S0CxEcUXzSe+V2YJQ73LX\n57v2C93957r+8omD6IPm9Rpp5cI87Axr72ELeS9gu68+gK15n4asKHEYi9xHGyPuxN5DJmKn0DwA\nO36nLrqgZ/84uafdrUVCxenIv/xN5Iv/L5Qh6a/u33+539907U539+UqzLd3dL9GmM9/DyTg7e1p\n1wxZon7uaXcu/jS/xUQFSozyFrLonEx5u/XkgtZoXp+jee5DcgVxlFb9DZLVjgrBtqTT8jZ0wa8u\n2iOFXmj6+pLhBMRI+g77pqii9CMBbTMxgLT0OxMFlhUq+0Cl628m6ZfGVyW2vrA50jYuRh9hEkZj\nX8Rk7RLQthtyBbM2r9uxUxGvj9xyLJefw/ALMQ0RE5EGrlw1HkMQfRZTF2Ed9L4lTb+5EWJk3yXc\n5N0eZeq4KqBtpLnMN1hxpOsntBrxfq59XStBKFojwf5RFHT4LnK93B+5fCbd1yrdffu7ft51/T7q\nxsmFAYmsO8uQAmEVtmvdImwL32fYz+l97GQJs7Ar9d6GXUirIeM4NL847Irt8rM5Wt8kqEbxJ98S\nnmkqCYqRmGE3RO+VhLmZdkQCfEg6/V/jF3C7IethIWruJEWUnen36PvPhSnPFbWsWQekVEkJImHr\nXTTv/UjG6KeQd0tI2l0fKpEL8RyU3ONEGp/gF+EabIVHveEu7JR/EWpc2zfxp2Wti46oaMocpMX9\nLTLTbkD4wV3p2h/p7l/u+ptA/oXdSoWNUYzIZ4SnUASZLZfgL6AI9npWoA/X8qu/FJuRrET0l0te\n+UJhMtoQ69vlyofI4mAFuUbYFblIJfXtzjR5n0HYAdEOBf1dFNB2PFJ85HroDXW0hfiJR7UQFpKb\nYDkCacb+hGItDqF4hd3au/4fduPdQ3iWo0wMQdaN/xC/H6SQJtt6Bn/FdqNdhu3b7UvR/g7lGfRb\nCPwMzS8OUWr4OHRC65sLRri+76IMtZ4OXRF9Cwl/xzsg1/FJAW33R77vPjfwe/DXywpBCllmtkWe\nAVFK1bNIp1wd4673Ref/HMSIF1pY7IBiScejs/x+ZDX4HClr/wv8kzXrgPzT/b7atXvD3XeV62cH\nCp+wYDc0/zmu/yQYgp7vtSR3yapG59sCFCe8B8WzdjRFivERaG8/GbkaRlbxzBogkdX8QtfuEHff\nAPLPqNWJehK0fQvbFD2ExxHz6evrAhTYeAAypSVFD8QYbYcq9HZH2Se+Rgv0L5Rhqik6HDsihrk3\nMvu+g+IdnsUf4Fiu2BkFNH1EuqK1DxujOU8g98DvwcgPcwOjzefo2X4Qc30fpIHfOkcayhEXoXnt\niLTG5Y72yD3mEfwxFTcgd8AjchinJ2IS/oLiF/7kad8JWcauQRuqhYcQ85HETQxken8DxSb4qry2\nQN9KDdJ0rQ4coxJ9A2eiw+0m0nFdpUJbFFR/HBIkrkS5+P83QR9tUEKKbGiB3O3iKj43cffGxapU\nITeyJsD/ZbmectfboD09G1ahGKSVMdcbMjog9584YbWWdLKQ/2a5XoGYwmbo+SdFM+SWPA6dNdci\ngbK+0RJZ6U5CmSUno/fEh67I/eYx5JpsoT/pWiuWFWk3tDaDEM+RBO0Rc7gdih0ZhPaHL5Gy8E/I\novl/6Fm2Rt90V/e3Alk+HyL78w9FFVLIbIuE3qHo2f8BafUXICXUd4jPWOVoyzZmytHYHu3l3VHh\nzL6ICd4IPav3EO/3GmlFR65IIZfcy1HNignYgnkm2iBldEtkDfHtI1GtkYvRc/olikssBGpQ0PoQ\n9C5siN7DdohPXez+ovX/AX3/mc8hheYUValvjyx03RDfvBrtKX9ESsgPEA/570Aaz0axu3vlNsXi\noQt66CG1MkAS4xK0EeQbENQcMdd7IiZpHMqTPs79/57uerHTn4Ie+FD0gI5izTogR7nfh1IYDWgT\n9NEtRnMMwUauvc+nNQ6nYWcDiVKZWpiFHR/S0HAMsujkmqWjvtAJ0W1lOQIxmB8Az6D3LEntE9D3\nPRUJpiEujn3QO+pzGezg2iUpwNkSHawnBLTtiDRrt5Bsj9oXbfCvojnUtx9wytHxKqIrJAYoBF3R\nHh4Hnwa+PfaB3wYxYHFoShjj2ZDxA7bm8nts6+RK8j9r1kNM2jKkWS1W2l0fOrjxlzl6kvjwr4/4\nk3MC2rZBjLevxlUrxJgnSWHcCQlOryDm8XHS8S+lTLjTGcUXPeLo+AAJmGOQwFBM9HLjXOvG/bOj\nYyzJPWMyUYMUPiuQQjDUOl6BhNiFiOmPw3AkjL5JYWrWNUWK5MuREPM3FIM7A/GvI1EG1kKdHynX\n30jX/ww33t/c+Jc7eqz9pgadn0kz5uWNPvgfaF/kExzKXHZHzOh7SLPe0FCFtBcXIcvCciRhzkFa\nlttZsw7I7e73Oa7dcnffRa6fXAWxrdBG6CsoEyHyoU9SETnCA9ipSiegucahG5LgS52StliI0rf6\nKu2WK/oi+n3vQjWyGLyGmM7JJE/UcIQbK0RgiFKD+tZ1NGKqQ2KiUuiguymgbTfkJx6aRQgUrP0y\nciMLrcNTauyM6HsZO7g8BOthKxt6on3Juv61cX1dbAt1d6SVbcz4Dtul8xvsNPHfIM1nIdAfCeOr\nUVzEcIofb1DhxrnTjXsLYZn8MrEj2rN8AgVoH3keWWB9mEnYXgKy9t+P5vAbZDkpVcxEhLZoD3+J\ndEapg6g/gTJCB0dHlLnrJURnrtkx1yFdSTw0uQioEOVSflwXaR307L5Abnn5CARdkTL6GeQV8Cpy\nBxxBaRTk2dDcjT/J0fMXRN9xZHe/3BytU7HKU2TF2ci/zIeBSCv5i8B+U4gxiaqc5iMBlwIVyP0r\n2hDfQ5LjKJIzZN3cfVe4fqKNfVeSb+ztkTAzi7AgqJHoJUpab+Urzz2PY8eZHI824MaADij4MSS4\nv5yxC5pH6EG0PnA9EiRvJNl7vzMSfkMKex6PmGWfsPoYykLjw0SkvfIJK12Rmdqqb5GJzHovx1G4\nJBnFQiWiM0l9mGzohyxoceiLrF7W/dZ13/19kXtIY8ZC7GxrC7CFdN/1XNAeBfF+gASkG9E5VigN\nfivX342u/w/ceEktOSkUf7aYMI11BfA7FD/lO3/HoD3CxzSOQEzdZ8jqWuqyAiBlzl3IbedetLal\nFn5CUYvouxfRexdhcXrZsB969pMJ3+NGIL5oNNono3TrF5K70rQtioF5BZ2Zd7r+6+NdCEErRN+d\niN5XEP2ZAuFZhJ2lBUNLpGkMSS26AdJsnZSg/7ZI67ASMfTl5s7SGi361yiG5EQKH5zX1fX7jhvn\nLJJlVKhEWQp+j6R2H8aiZxqamaQ1ko4tDcAybI3d4zSe1LsP0HgqMF9JspSdIIFlCvpmzyf8UNsG\nvSchgaP3Ih9rC73QIWG980PRweLTBrdF+dtDBBoQc/guSgxRiNTdnZAf9miyB6GOdtcLsT92Q3S/\nS24phX8SQIqPYgsgfZACLFfFXz8k2M9G8SEfosxdpyE364HIlbGudb/K/T7QtTvN3feh62e26zfX\ngsSd0bv9JmGa2qgA68v4g3X7oP3LKsy2PvAken8PofRKiSrkqfA+cic7mYZXb6stovsTNI+DSe4l\n0gnxHEn2uE2QonUxsoblmm59OyTQZgp+JWPYC4Qa1hQIf4fmlUK14m4vJTH9kKUihHHogUxg15Ds\n41sXVU9fhTak0BSZxUILJP2uQBJhqVzFBrvxIuk7LtAzGyYic2FItoIbCWc8t0TuY3FYB9snvAK9\nxOUmXOaCvZHwVq6apKSoRfPx5cXPhp7I5P1HwgtxbY8OcV9WqTZIGLeK4YGSX9wRcy3K5e9LuViL\ntJVTPe0i7IXmcCK5meUrkWvGhch6uQIJc28jLezNSDC8wv17s/v9bdduBWkXzq3JjclJOfqXkTyw\n8CcXrOKj2C5YjyCmezEKrs0H1ei8PhYpDZ5G/uLLUeKD/5IOXv5f9/sfXLvp7r6h5G6Ri3Agms+l\nhDGsKRTX+BZ+ZVwzJCQdH3O9CiljViB35FIznFUoDnchcmXajfqPQcsXKTSPl0jHGScRRDL3uH0C\n76lGip6ka1eDXP0+QudhQxT84hAJhH9E8zsBfQsXlJKI7ZEmMSS/fxvkEjSL5ObTDsjtawHapM5H\nAc6lxC/QAfBb6ifHN27c3zo6Qt3aQJv51/gDymqRUBGSS/8g7OxZO6PMSnHYgMahsWyCGK/h9UxH\noTEczStXU/N+aG84i7CNe28UM+bTUO7k6LKE8JZI+M22R1xLWJrwO1GWqBD3x7PIvfLxtsiXfQVy\nMbsSaZlCCqhloou770rXzwrXby6xXVug+YS6ncFPQeilQLGD0JchS9gWyPL3NLlbHUJQTGasH6L/\nY8K/y0qk6Hwdv0tMCu0Pd8Rc7428F56hxP7xpOuBfIa09qXIMFnNmnVA8hUcQ7A1mt9nJK//sRk6\nRyZT+NilpshN8FukFNopIW0NCSk0v2fR/vR3ShzDPQYxDiG+pZXITeMrcvPlS6GXbhrS6n+DGIXj\nSKeLKzS6o03kfXJjMIqBLRA9zxBeZ+IEwrIz9UPaKF9w30Ts+h7jsVOn7odSBjZ0TECaw8aIR9D8\ncsU6KMXtg4R9m2eg+Cef0HMHcLWnzWlu3ExsgYT3dp57T0WCuM/9ogJZaOeSzOWqBrk8znN/Eylc\ncHCEHq7faIyxJNPAdkPz+hVhB3QLlEElDk1QGtg4VKH0j3FjpVBqU8vK6CuU2JDRATuldy1anzhG\npwKtr6UtvhdZwAcjBnIiEmSvoeHUxuqIlAwrEP2hjHAzVLTzWcICgH+JXLqyvY97ImHuJPJjPGuR\ncncUypp5OlIKnO7+f5S7nknDYJQc5H2SZeTyoTfKlnkWcCtKYTwP8Qr/g96tzDog/3a/L3ftnnP3\nneX6KaQSd0c039dIxvx2AF5EcYNJvEriUI34rO8Qb7NpAfrMhq4ooH5vxPueSzq5UWYdkCjp0bmu\n3d7uvmLV8tkUfXu7F6n/WByNhIrQl2oPZBa9nPzcVvqhtKEzUHDaP5Aw9DpinmagBzGV9AOxsjbV\nxZ5Ii3se+acHLjSqEF1LCU+7Owm5bPgYq+PR5moxHlcjhjEOl2DnVz8bCaMNGU3Re1xqa1ypsBHS\nauebDnEmeu9CLJ/34s8m0xEdbFYa3+jZRNmdKpFQ4fv+oyKdVnFN0LdxB3JZCQ0grET71TdIO5tL\nUcBcMMKN940bP9Q9qxWa3x34hZCfChEWF6UoRNgM7esLXF+XIkXhdGQ9ySc+pNjoQjoGbTrJXHu7\nobW9gzCB5Wi0RtnGOA1pvrdMMH6EZohJvAFZbn5AzPsTiJeZip7BVPf/T7jrP7j2TyF+4Bjy0+pX\nIkb1XLRvrEZ7x5PIwjoOJSsZiN6HuDWrdtcHuvbj3P1Puv5Wu/7PdePlExtTgea9BDHBoQJFNbJ6\nzSG51TkT+6IYn6cpnAWgOYqxmIAU7e8jJc8y9L4+gvjay5Bgdzxa4+jvePf7Za7dI+6+Za6f912/\nE9w49ZV5qyAYh9x8QnL7gz7eB5EP2fAC0VCBNH9bow/5aEfXBPfvYsLci1LIF/trkqVuy0ZPb5Tl\n5zBHw0T372Hu997kt1kMc3ReiF/bkkLuJ78LaPcqdn2EGdh1Xn6NrCBxuJ5kiQnKEWNRUFtjxq2E\n5cu3kEKb4O/xMwYt0eHuq01zGv61PwcJP6Bv7mVP+1bIsuqLf0ihQ+sFwq2uw0invK0vS+oWpFMD\nh+5rzdA8b8O/vyzCtsh+hgJy4/A+SusYh1koK2AcbiNsf2+IOA7NLw67ovWJw+bYRfTqYjCycC9B\n/vanIgXeKsSo53MuFhLDED2r0JmS1N1pKyQwhO5x+yINdzbXtCnIRTwpDcNRhqc/I0vBBOTREWqx\nrHHtDyc8iUxdNEFzuwsJcR8iy9fPKZ7Q2dn1f40bb6Ubf19yd/1tj/b8L0hWDf18dO4kDTLfALmB\nfZRwvGyoRsqiy1AM0t+QIvh6ZPEaSmGzyw11/V7vxvmbG/cyR0cp3OgKisMQk58kWPznyBfvPpIV\nE0qKE9EG7Puoq9CG9ja5fXibIWHgJaTx+xId4HciKfQq9++d7vcvXbuX3H1WNo04dHb03oHfUtMU\nrcOJnnYbIi1znOn9XuwCNFFe8TjchTKCNGTMxR8Q3dCxDRIcCoFfooPGl81tK3TIWxaTWvTtWHVE\n2iEtW1+0L/k0UzMISy9+OdqwQzRGteibL0Rgb6EQBeZeRZgFujma7+Wedu9h7/0vYKdcfgB7T5mG\nFDhxGIv21caIO7GzTk5E6xOHA0ie2Q7EhOyPXCk/R1bvc5AwOc/9d6nrHvV1485zdJxB8niSKC3v\nUhTUHII9XPtsrjXXovff596ZOf7eyHPjj0gZV4iCxEmxFdr3VqNsY+MJd+suNLq78Wc7emaQrLBs\nJqJ08tcQ7mUzzt1jFSCMUIvOsyjxSK7Wm6Yom+E9aM5vu363p/T10Zq4cX/p6Fjt6BqN32umbLAH\neihJMug0JZ0t4kYKH7S1saPJJ91WI9+9p0gWT9IBbYifow3xKqSRCk2b29q1v8rd/7nrL4k/czNE\n90P4JdcodeDGnnbXEu8O8xB2FWXf9QfRi91QsTFigBtrcFmEFNLqsXB3mwAAIABJREFUhR7SPkxD\njKjvHZ2GDiALx2BrfUH7yVf4A89H4g9uj8b8lDBmYT1k2n+I8otN6IDomkOY4qc9mvcxRpuHsLOL\n3YYSYsThYuQmGofD0IEYh76IgWhs32QKzcti9O9B6xOHSSQrpJkN2yAN/QIk0GyD3IUWIyZ6KnIH\nLnRweVvX71Q3zmI37jbk9qzXRUzu64THXo1CZ2Y26+VFSKlnJQDIxBAk0H3g+i31+1qLNN8forS2\nEyleXECu6Iro+gTReRTJ3fXbkd7jQsMDDsbvVr05OhMfJvd125q04PccUi6UW0bQToiu50gLhKVI\naJA3hiAfvwtI9nF1QD6OK5E235eWMwQ1yDxmbc4gN6j7UEBSqOmzA5KwC50meKjrb5XrP5R5qUH0\nh2TvOQytizXXdsgKks1tYm0XQC5F7+ragFNQMHIhUIHeUV9/LZFLj+VLXY3cDy2rYV/kI20pH2qR\n4O8LnhuGmBDLjSjCtsh95eSAtvWJkxGdIdmy1kfzj3O/uRo7c9ZEpNSIw37o3YhDX+xUvCAhqRDn\nRjlhCJqXhW+wBZTH8KeeDsVwxNS9hhQxFejMOg8x9t8jxvE+xJwfgoSFvsQz6W3c9W1c+4vc/Z+4\n/ma7/oeSu8tyBRKAl6G4g1Ct9UHoG8nmHng4UhiGMI816MxYggouF7tyfF00Ra6ri1CswkjKX1hP\nITqfRnSfRnJt/InIchUaHH0gssDXTcRTiRTlS8nNmt0UWVk+Buaj/TCfuJNSoguidz6ifxxlbhXp\ngjaoJ0huWmyDim19hYrGHJdDHxHOdzT4cD3SzIZI2RXIZLrc3Vcs7UFX1/9yN17IhlWL5nF9QNsn\nsAPFQZaYu7L8vra7YH1I4w14rYthaL6FQivE8PuKUB6OYpEsTCD7+5kJX6X1s/FnMmuL9qNRnnag\n/PLLKGwWmmJiR8Lz4o9C65BNyx0lBInDLshfOg49kfbRwiLs1LCTaTwFQSNcieYVh35oXSwsRt9B\noZjeCsSELEO0ZZ6blSjw+CCkqLkbWRsWojiH/6IMSavdv/91vy907e529x3k+ilE4b7NkBvhG6QT\nU4TgVCTcZbtnSzR/X8ZI0Lv9HtpnSq3prkTPahFS/G1S4vELhU0Q/YvQfJK8F1u5+ywXzkwcjpRb\nkYWsK8qY9QLJXdRakxZcHkOxIuUu+MUhheh/DM3nfJIVyC4IuhNmJahCm+c35BagU4FcP+4mHaB1\nAuHmtF7IrctnZh2H/ElDFrIHKkf/CuEB9/liQMaYISbj1mg+4zzteqD16WW0aYkEoLratbU5CL0j\nKqJV6oq29YVKtHmH1PsJxWZoA7PS11ag+BPL/as1YmRyPdSjjFo+98z7sLX3EcYgZq9YKRiLhU0R\n3T6hELQO92X5fSvkOxyHTsiqax2+32I/i1uRRS4O/ZGGuaFVGY5DDZqPxeSegtYlDlUoQPpLlAr5\nU8TInY+Ez3zS13dGrigfkYyxr0JCbLGzS/ZE3hSLkRtPKONXhdy8fk/2M7ctWs+Qgp0/c+OfGjh2\nITEcaaxfILf40lBUsmYdkGKejZuh+XxMsgRG66C4zRsJo+9UpPE/DFlELiSZAN+CdGjBHZSOXywV\nBqB5rUDzzCWV8Ujk8TQXnSs/JyCl/eko3iDUBLMzEkKmk3uWhmbIZed29DG/gT9I/F78lRmHIC1G\nSCDdSHQYTKT05tMKN+4S/Bpd0HxCqktfgF1QEJRS94Y6v63NaXj3QjVY1iZcQ7LCdCGYhJgXC2PQ\nt25hBuGarbq4Gu1LFvZDvue+oMDd0PdZSEGtlBiE6PfF+zRB61HXpaclyqRiMZVfYDPTv8VWnOyO\n3yo2GzjU06ah4FA0HwuvEu5eUosEhTFIOfga8BdkmTqZZPVsMnEkEuSPyPH+QqMnOrNWotiXJHxH\nB7QeTxGfdehu4LqAvnZB57CVva0YaIeyQX2F7Qodikq0PxyKklE8gJQNi5BQ+x/WrAPyH/f7Itfu\nAXffoa6fQggo+6L5zSQ8+L8lUmQ/TJi3y1HIWr9zArqilMCLUcbRQidpqEXZt3ZB39sZaG1/xZp1\nQH7lfj/DtdvF3ZdP6Yts6IvmuZjkKaB3QgLM7YgnfAp9LytRRq4HkTL7Cve3I+iA+Q3avEIffBvE\nKHxN/h9Ee5Q5yvKfG4Jefku70wz5mIZo/Q5Dh/P2gTQWC9s7OnwxLaB5fYJ/DRZhCypd0KaS6b+7\nNhcinIRcBNYmHEtYhqgkqEXa2F2MNpXIx9pyd9sGacOSItLIWy6UrdD34cvGsinaOHPJ/19OiNxK\nfBacyKWhLoM2H1sA+y12IPsvsIXSGsTo9jLa7IQswKVWEhUaFWgeVqa9Xmg98rH4NEdKldvR9zAL\nZb5Kap3YED3/6TncWygMRczQSsR8JU3+MAwxtZcRzyTvhfYtnwJ2B/QtldpVdw+ksZ9GfrUdBiOm\n8DkUhzMfJTs4D7lfD0NWhbh1aOquD3Ptz3P3z3f9Pef6z6duRnM0z+/QvENQA9yPik4WOo5hCxQf\n9QqFsTi1RMLPBWhfXIDq3X2KvtM7EB92Dop1yawDcqL7/SrXbpa77x+un4ddvzuTu2EgE5uhec8h\nWar5Pmifm0b6m+uEzpj9ES95lvv7/wXMU0iDPZ9kuZO3R2bN2fizMMXhRKSBsPAY/lSzV+GviQHp\n4mHlYkIbQLqomA+/wxYUQOtkBX+C1jtzPQ/CtpzsjMykcdgAfQQNEfdhx7c0RuxNcSq+74WEB4tZ\nPAU7ziOFFBtJXEAgu2WvLq7En42rHdLs759w/HLF/mg+PuXSDH4cbzETO9PVUdh7d3vkbmspTa5D\nz87CK5SPNj5XHIHmYeESwjTxoWiCAmxfRmfMqSRz0WqFtJjPUJjq0iFoh+JE56A4ktNJ7pdeiZi1\npdhxXs2QgDLc098gJHxsl5COfFCLhL8vCEsqkQ2DUbaxr5Hmfxpaj2JkNhvl+v/MjTeV3IWRbdG8\npxOm4a9EypDnKUy62+boO1yMYltzjfFIIeb9l8gC8Fe0B1yB9uX+5C/cV7l+9nf9vuLGecuNuwX5\n0X8IWofrCBeAW6Nn8TAJn8exSCOfJMajClVpXIwYi5Agrkx8gB3gOdD1bU0k2iB8GpLRSNNX6lzn\nPvRFdPkySXVA87S0kk1Ys2p0NuyI1j3ClmjDj8M66L2IQwWKoyi31HMheIeGr+lOii2xKzHng7ew\nrZBt0btiMcTX4ne3zERT/K6XPZF52Ofq+Shy5WpMuBrNy0JntD6ZVeOPwhYW13H3WC4Yz2K/DwPQ\n3mLt70ORVjQ0NWq5oQ2i38qs2AStQ7EUY0OQ68x3iMEPZXwqkfX7XYpX26IzikF8EgmsdyNLai5W\nr34o+P0F9H5aOB+/y3I7JAiVsu5PDxTk/iDJha9mSGP+AaL7l4TVwigkNnTjLnR0jCN5bFJrNP/3\nCIuVrUQK2ifJr+je1kiZOpPcBbXByM35W2QNuAIVAyy0u1Qcat14V7jxoxoquQqEbdF6LCA8dW8N\n+o5fIqFFZjhiYM8gmeTUHKXDW460ylYV3AgbIs2MtdHcjD+70ywkBFkY7Ggr14DSTRF9vpfkePz1\nEs7HdpmqQOsebUytke+w9byXYWeMeJww97dyw7eE549vLOiB5l0M7Im/SvO92LEBI0gmIB2BDh4L\nt+LXtB9FWIHThoYaNK+jPO0uYc0A6N7oLLD2hblkmNKz4FD8mQufwLa0gKxbPutVuWIGfuvcsYRl\neMwXg0kH/SapA3A5Ck6PK2abBF1QgOrV6L1cjXiGA8nd0lKN3DpWoIQoPt6lnWvrS4LzCNLmlwpb\no29uAsn4rzYosHoZUjYUMktarqhwdDyK6LqQZEqEFFqHxYS9q1XI++Mukmv9K5HQtJiw7Ih10Ry5\nF80lLfhtkEM/xcAGpAXCuYjOXNz5RqH1+SVhcT8VKEnA2yRUHq2D0tw9SfINpwXpdHe3YxM6CUlm\ncWiFNidLazkCmf0sjU5L5Hte7m4V+yM6LYmxCs13hNGmM1q3uKA70LpPyvj/r7BTYj6OvX7Ho1ii\nhoa/UBifyYaElmjexUAKxSpZcRb7IJ/hONQgv+LQmLTXsTPYrIP8yC2NVmfCCno2VEQFXK29tC1a\np0zN8efYa3IBdkax5igWwdJGR776loYw2sMLEYRbSuyLf0+vRfOPq8lSDOyHrO7XE+47fyliYJIw\nE9uis+Ea5Mq1CL1jT6M4gq3I3w1lR1RM7inseKJMXISdbQwkPH9I6RQSY5DbWJIg6SZI8FqO+K2Q\nukb1gfURfcsRvUlcc3ZG6xKi4GyK4pkvS9B/J5SWdzbJa3l0cmOtQHGwO1K+aXlTiL6HEL2Xkdxr\npQtapxcD700h17x3SWjNq3YELkJazaQYgA4862F8gC3ZHo0/s87z+IO4b3F/DQEhtB6GnYMftG5W\nat2tWdMN6wFUOTQOE5A0G4duiNEohA9mKfE/5GeybYioAf5dxP5Px9ZWN0MChrUhPYO0pD70RoeT\nxcRciV+LeRv++KqGjqvQPC1MZc1YkGnIsh2H/sitx1I0XY8/0cNjaI+xsDk6U8pFs+jDBohenzfA\nBH4ct9cSudFujwLX93f/bu9+L4TSpC3SFs/DrhadiWtRpq6Qff5C5Mv/a5ToZA/CBYQQDESKsQUo\nri0UkcumpXBri1ziSlUI8wSktA19DqA5f4nObmsu5YR+iN4vSfbMNkLrc0JA2/ZISXt4QNvNUMzK\nxSSzGHVAFryVKFZlvQT3lgPWQ3SvRPNIkuChAq2Xr3BwhBSKIXmdHCwv26IP/E6SpVv7BXrR4tAN\nTd7q83nsglqboJfSYiC3cW0aipa7JaLXcmuodm2sIkT7YAsplWj9o1SNp2G7CWyENg0Ls2h4Ad0/\nCSCFR1ckjFoa7WexD6DzCCtCdzZ26t0mSOtmHRADkRBjWQwbA1qheVrxYeuh9YoYzBHID9vCO9ip\nSaM04tbh09+N69NAHopcCcq96nAXRKcvhXAXFBN1KjrUZyHG9+8oPfKryFp4v/v3Vff73127We6+\nkeSu/DkUrX2IhjmFfLvvwa/pnYaCgwuNAa7fpejcSmqhOAxZYCxMxVa4FRITkZWsV2D7Lsg17I8k\nq52RBG2QEFasuKvhiP5HCP+We6F1CknTHgn/VtzVvq5NEkGolrSr368oXuHqUqErmscKNK8kcSp7\no/ULsUqnkFLyWXLgt5oTXl8jwo3YRaYOQ5tqHKIMKpZ5+Ebs+JAUMv00NKb4IES3tcGfj71BNkXr\nZwUO3k/aejQYZUGz8Dm2Rmgf/HUeyg0/uWAVB69iM6VnIgYlDjuh7D0+vIPtjngg/pipe7Hr4DQm\nnIE/8HYW6aDbSsToWb7y4/Cn4Q5Z48nYZ0KEc1D2xXJNetEJ0XdOQNsuSDM4GwkSewDrBo6zrmt/\nsevjz2j9fk5yt6ZNkBuYZe2KUItctM/ztGuGlJeFqpsxDAUmL0N05rpvv4St2Iys+b6EFYXAaUhb\nH1qRe1/0PV5MfkHN1ShD0njER8wmnVL3v0goXu3+/S/p1L2zXfvx7v58lHe1aB5LCXet7I7W67SA\ntj9HStNsrrwnISVukpjgndzYj1JYi1MH9G6PQTxzlA0vsw5IlC3wFNduGMnTUlvoh+b1GXaq8LrY\nFK1jSCHqSjfGb0jgphZlwXif8CwYlShgzfJpvQ3bnHYwdqrQWn7sr1wXeyE3o3L1yYtDCtEd4tdu\nbUKPYLtVnUDaJaMCbew945tzKbabSiV6gUuZrjBf/BSEXhycjZ1SdGvsQPMO6AC00AUxChaz9SRK\nJRiH3kj7U6o0o/WNFviDbw9hzaD+6diKnhZoL7K+o8jKZDGNUVHEA4w2ESa5ttZ+VR/oieiaVA9j\nt0fp3F9FbnHnkkyD3RXFeEzDf2Z2Re7ZPmZlZySE5GqdaY6SJ7zr+jmJ/Kq9R54XltXkCgqbDjkO\nRyEXtRCBswa5Mi4gWV2GTPRElrZZSAE1F7l7n4Syjg0g3i22tbu+i2t/i7v/L66/U8n9W9wCzet6\nwqxZ66J18yXVAPErj7Hm+zwJxSmG0tsG1d74An9hVx9aokKjlyKL5nJ0zr2DPIamobi6U1izDsgp\nyKVxmmv3jrtvuevnUtdvvsrU3dA87yB87+iJ1nNSQNtmKCg9KMtlLYoleJbwA7oPaY2O9TLNw5Y+\nZ6J0gXEYhT+v+muUf+B5HPZH9Ft4BTtjw3FoHeOwKXoOEW5HFXTjsD4y+1taj8Pw011O+CkNb/HG\n+Mi43hy5kVjCw1JsE/chSCMah9ZIK2ztXVcS5urVmOCbcwu0bhEzMhQxCBZTWjd2JBtmIiuHhc2Q\nIsSXnQi0V4UUliwVooKO1h5aKgxC670CCSKhgeatkXXjBvxCyAgk6PgsUQ/gz2SZiSokuMxECoZH\nkaWnEFmdfMlSahFTl6QeWi7YDWUUCtGkd0Rn6qMkT8vbHAmlb6B53YpcZ5L2E4fWrr9bXf9vuPGS\n+vq3RvN7jbDER/3Q+vkEghrkQjre/f8UJDiFJlfaAWn4p5N7Icj1kNvYy0hgewEx67uTdoHPFd1c\nP5Ncv39x40wk97iU5mi+3xBekqMjWtcpAW07I2urWWyyKRI87ifcx/Io9BKegr15tQD+hs18LMDO\nX30LkrrjsBHS8iaJWyknVCL6raC0U7ED1jfELhBYhZ5DxKDtjl94eB7bpa0CWW8aSkrenwoRFgfV\n6N2yNu3PsOsevIZtTbsV24o6Bjs9bxUSqBtKAGeh0A/N22c5yvyGP8Su19QDMbtWprHuhKU+PQEd\nZiEH/u5IUD2D+tvrK934Sx095YS+SAD4gnDaWiEFxeUBbS/Dv5f0IqwGT38kHKxAWtJTA+5JCl82\nx9H4E7zki42QkB2S9Wx9dIZfTDJPjs6IGVyJlMi7U/yK9lVunIfduFNI9vxSaJ4LCMvmNQytoy9w\nvz/pLFUfEJZdsQKlmw2x8mVDCySIvelovAm5Iha6WntdNHXj3OTGfdPRkYuFfyc0/18SJvy3Q+sb\nkoFsCAbf1QRZMO4ibFNv7tp+RFjRm2HYgY2R+4X1wX2JnQ3lCpKlYitHXIbmEYcNsAPDU2gdLV/B\n90hvhNXopbUk5z3wu7VFmsBCV1wtBibhz9DT2HAsykxTbLyHbV16AtvN8E7sDHc+K+ptwInG9Z1R\n4cS1EW9hp/s8kTUzZo3HH+dxK2IgLJyBFFs+3IY0oiHnTw+k9XsTu0hrMTDIjfsy5e3KORIFxd9K\nmGDXHvn8W14IIOXkx/gL9U3FThYB+tZfIjwGJikqUUyDdR7eh509Ml+0RQy25RodYQjS8h+ZoP/W\npAWP6yhs1rEk6OXGjwSRJBaXI9G8QzKQHYzW08drDETCbUgYQVuUhfEFkgvAPVDK6VIKfnGoKxBe\nQ/I9qjNah2cI4+fao/i3sxOO8/9RjbRfdxO2+fdxA84gXLo7EjEXcdgJ5RmOw7pI22ThM0qXQq9Y\nGILmYWEp9ob9IrYEfydrbnDXYhdsSyFtqK9Yz3X4g13LAXuhj2ttwjUo40WxcRe2ADEdO3jtCuI3\nspbAX/FbUa2MTzey9gSf18UZ2EksBrKm9bQ50iJayome6KCzXHKqUDyhj6mqRr7ltxGm+U0hX+ml\nyCpc7NiQnm6cpW7chhBn2AK52c4jTMPcG1nKrCQPICXDd9hMZgf0blhn1VAkJOXqauVjkDZG8Tlx\nqMJfdywfpJDSxap9FmEoerdCUpFHfR+FntfN5O/aUyh0Q/QsQfSFfic/R/O3slhFuAatayG+wb7A\np67PJBbVHki4X4lcUYslROeKdRFdKxGdSQSRSrQenxKWiKor+o6PSEaiPvzfIc1TiNS2PXqxxvsa\n1sEM7CwGp2IHgY1GptQ49HJ0NYRDwUIKzaOX0eZxtB5xuA7bVe0C1vTL3gBpHyy3u72Q1sv6QJsi\nQcVXob6+0RFpxRqqq15SVCLrVCk0xZdg+36fi22lPJ34+h1bITeNOHTCb0VdSLK8+40JG6H5xyGy\nnmYKE5NRykYL1yDzv4VByFXX54rVAvmU/5pwprQNonMlEoCTVPsOwdau35VunGKlKS0mjkHM3fYB\nbXdEwoUv3ejN+BnrK/EHd79H8kDfzZCW95/YAdpHYKcFHorOtWLhVGR59GWOGoTO/dD6az2Rlvod\nlM2yHDEY0fcC4cqBPdE6+M6qarSuFp8TgqGI9xmb4J6WpC1Ol1D+Xh9tEZ2RZSpJ0PpYtD4hQmEU\nLxwaQwJogwgtMnQQ2sSSDNAHWVc+wU47dwO2ZvQibC39L5AptTHgPjSfOFyC1iMOJ2HX9ziUH2/K\nz+LXUL6EX/Dsg15Cy3e8HPAh8LP6JqJEGIbmWwqciM2wHosYlzgcTXzhvGOwix3ugu3LvS7+QqmN\nGSk0f0tT9zxaxwidUVCwxYy2ReeCVaMItC+9hz+VaEuUbOMuktV7aI0K/M1HgtYUdFYlzaDUzN03\nxfUz3/VbqCDe+sII9PxDmNyLkDXK+lY64o/vidLbWkzaWPyufhG2R9XPv0V7jc996ips15ATsfej\nfDAQfz0iSGcoDI2h3A89xzMprBKtJXpOhUxRX4noXIboDsEYwjJVRvWLLIu3hSTfQ4T9kTJvBg2v\nHkhXRPcikiVq2hOtk88qCorfXEpg+Y6xSDAICdBJWrWzCmk7l6PofN9B8ji2b/jvsAs8TUUvemPA\nmdhVnA9F6xGHvbCtRTvyY0ZtB3TQWhtaFEjnM1dv69rlmjqwFLgUO9amMeEU/FrsQuEXiHGMw8HI\n1TMOBxnXp2DXWTgduRPGYTQ/rj69tuExbOvptWgdMzEVpcu0cDSKi/BZLe7HX5kdZE19CCk9csl9\nPxjFer2BMq/NRXvmpYjpPBIdwke6/7/UXZ/r2r/h7i9X7XKuGIr25l087SqRtfFYT7sL8Bce/A22\n22MrZJG2+JDuSJs+HykiIn5iNra78cPY7/vN+GNeckElSiPs06y3RBYYq35ahAqkMF5IWDXqbKhB\nBY8novf9PcQw/i/KprTa/fu/7vf3XLuJ7r6kBSAjbObovpIwy+YpaF18wtBYtM5JBbEd/x977x0l\nVZW1/3+qA93kjIAgSBAVEVRUVFQUZdQRc3zNARMGFBXHHMes6DiKomIexTDmGSOOYVTUUcccMKCS\nmfjOvPN+v7+1vr8/nnNXF03fvc+tqu6ubnjWcs3Qdevec27de84Oz342eg9iMoIgZ/tR4GNKo8BX\ngYK1O6E5nI/W2fw+INeGv08Kxw2mNKpwW6J5PEq8Mti26H7FBJaPQyUaZt3Z1ugBi1GDmUq2rp3r\nAe+izqOxvLN3sA3WV7HVcZ7Gr1FoKZiIreSzDbofadgMu+B/JA3Lpb6G38X3MkTX87ALemDLRS6z\nPjZExfytPRqeQ4tNsVrmsdgHKfCkYW9sGV3r899gq5d5xsRFNE+vhnLCheg+pOF4Vo4I90TpeyuS\nm0NZC0+OtgPKxp3mHAfabC9D72kxstm1wGjkHJ+H6pDuRM7QneHf54XPR1N4/4qWgi3Q2jzaOW59\n/E71HcO5LDsi6flgrbUPYRvro1LO8RFay9MwF9uueAkV65caU1CQz5pzDjlIMeIgbZHy2IvEBYzr\nf/fAcK2/I9tgOnAYeq96s7IBXxn+vnk4bnr43t/DeQ4ku7pTtzD+30Z+d0a4lncPXyQbFWssema3\njjx+B5Q1uILCG0G2Q3vw1Si48d9oXXuOOiGP01ixD8hp4e8zw3Hfhu+9Ec6zM4X3x6lB8/mR+Oc/\nCSyPjTj2Tgzp677hwpYiSoIpqCjaav6Xj6PRonV05PEJ5mHrcH+OLd/5IT4FoKUgzUFIsC66H2kY\njM31Hog0metjLJJutF6yNihK6EXGQM/XYuwIVHPifQqT22tJGIs26aZCYzogXhDid9iO1oOsevLL\n9XEgtlDEzjQs0HAePsV1KFr7hznH9UfZdE9FKcFuKFh2AcV1YV6NOuyBaC6WcwGS5b3LOeZCfBrT\nB9gUjr1Rc7U0VCEqV/3x/ohtm3yHHTj9HP95zYo+iJrmBXenojoGL6vQCa1995Dt+R+AMprLUTD4\nEOIbS6ehezjPs+G815NN/KEazeNVNC8LbdD9qZ+RrY+h6H7HUKJGoLUkxujOAeegZyyGflQfbVHG\n/wnkuM1B6+h2+HNPQ6fw/fPC+f4ezv9fFCb3ux2a3znEBWN3QPfPq9FphwKfDQrSnB8u6OEo4rt2\n1qImQn8m+wuddDi3qD0LsRfLn7BrTFoS1kTzSUNvdD/SsAYy/NPQExkKDeExRJ2zMCx8PyYNvBHw\nPSo8bi5pujRMwqaqtQbMxKYtlRqNScH6DFuG+0Nsid43WXXqftKwBbYM8SgaDn60Q8ac5QCC0u/v\n4htVG6A1zKLd5qMvUr35M3ERuNXwcQHKAFi0jg6oCNV6r3oi6o5l3E5BUdE0tEONMK0C/4dZ2aD5\nK3Z9yXLsjMES4mkosbgTv5/KxmiP9oz3RJThFuKz9X2QQ7gMRbkbS52pfzj/snC92JqIHJrPG/i9\nKgag++Spm16O/XyB7Krviau1aYsCLm+QvdZjCKKsLkf1SgfTePVjncP5nwnXu5HI+os89EHzfIg4\nJ2Y/dB89ezsRHhlY/4Nu+FyyiWjhiZlMb8QXfYBsnSOr0ILyJVpcLAP1r9iL018ofzWCWHRD80lD\nV3Q/Cv28i/H52iiaMND4PsBe6CGMkf7riSImb1N4wVhjoC16xlurKlJi5DWWxGRDaMwi9AXYz9sP\n2JvtN8R1227NGITuQxr6o/vYEPZCUS0vCvsofs0IKICxCNgz4tgE+6J15xFsZ3Q1fFRQ10HZwon4\ngZq7sCPVfZCBZGXXnwL2Nz4/lpWzMf/Ctjm8xqj5TXlLgQ3RmmvVLtSg98jLxrZBNS63Eed8VKLf\nYClyDLJStQpFt3C9peH6MfUYOTSvF/CDFQei+2U9Ox3RfU/AK8XzAAAgAElEQVSj49UiCllMMK4r\n8DqqfclCuVofGfFLUE1ZUwfE1wzXXRLGEdOfL0ENmu/rxNnRv0D306OrnoFPRVwJG6FJxEhvDUMb\n2nkZLpJDC82XqGdFTHprtQNSh8Z0QEAPzfP4v+eZKFoaI0uZQxvIEsRfLJff6jQav0N4c+FObEnc\nxkBjyvD+DTuS5EVQvWjoqoBu6D6kwVs7nkJrvYXOaG23+sEk2Ag5llkawbWlTlnnYeK6S69GwxiI\nDEeL/lyDaBpWrcVWqNeIhVexKZInYEexE1sjH+XmgDyOXwd1EWIaeJgVjosx6AehzOaLZI+AlwpD\nwvXfJC7QU4nmNyvi2Mewa9dA9z2tPvVOZGB7Nk0vRBe8NuLY/O8k/YHOoLTPUyHoEMaR9EeyejTl\nI4fm/UHEd3LofnpZp0oUeI4uyeiFUu0xvP1k8zgs9uQolfsG8p6yyPmupmDVoTEpWKBM1FvYHaUT\nXIcWnFhO4xooAr4EcYdLnf5O0DOcfx72xlmLirvGNdI4mgtjkNFQiIJQMWjMRoT/xi66+zd2Ctn7\n/qqA9shoS0M7dJ/S0A+9ux4HeH20BsVQ3oYikZPLyKby0h4ZHV+heq5TaLxmbL0Q1eEaCuNalzPO\nxM9wTMM2NnKoSNyiykzF7hezDspuWddYwoq/cTlRsDZC2UMrKpzUK3i2yhTUvDNmvZqI3rWTaX5R\nlVwYx2LiRIHaoXl6ReRr4tfV1KL7X1+57ghUB+ndyx7huIud4xLkkGG9GK0L5SbT3RmNazEaZ+yz\ncTG6D57t0C4c57Vv2DCMwX3PqlBhS8wPkKTP94g4FvRwXBm+cyTZ5cRWF6HXobGK0PMxBC3OlvEO\neqh/hdRGshi7Q5Aj8hdE3fs5hStMJKgJ53kgnPdW6vTsLeyBuuUWe/1yQRviUvyNgXewFYuewub9\n30O6A7PaASkexTogoIDTh/jvy89QgCqmA3cPRAd6iuzZ0RwKZs1CBufbaA/bgeKKPXcI53k7nDfp\nL1KoFGm5og2alyVJ2h2fZfBLbGnz9bDpf6DnZaDx+VOsSNkrpyL0B7GbLYMi9B7lbQyyk2KKu6cg\no7vcJO83Q+OKUacagObrZTJPx1fgPJUVRTbWQXaMR0fqiPauy5zjEvRGvdPmUv4U7g3QOH+PLzqR\n4DJ0PzwZ5EQpz1vjr0PZGBOXokF6zkHStTO2gHAEMohmU3i0YbUMbx0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wKcrU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\n7PX1v0ST+jnYCi1jkYPyKE0v9ZgPbA/siM1BBl2XM8lPp+hsMA5F6a/B7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+ } + }, + "cell_type": "markdown", + "id": "04a21b03-a49c-4256-a682-0dc22737ce5c", + "metadata": {}, + "source": [ + "
\n", + "\"Contours\"\n", + "
Contours
\n", + "
" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/content/tutorials/earthworks/basics.qmd b/content/tutorials/earthworks/basics.qmd new file mode 100644 index 0000000..beb4328 --- /dev/null +++ b/content/tutorials/earthworks/basics.qmd @@ -0,0 +1,403 @@ +--- +title: "Basic earthworks" +author: "Brendan Harmon" +date: 2025-07-02 +date-modified: today +categories: [earthworks, terrain, raster, beginner] +description: Learn the basics of terrain modeling with r.earthworks. +image: images/basics_05.webp +links: + r_earthworks: "[r.earthworks](https://grass.osgeo.org/grass-stable/manuals/addons/r.earthworks.html)" + wxgui_rdigit: "[raster digitizer](https://grass.osgeo.org/grass-stable/manuals/wxGUI.rdigit.html)" + wxgui_vdigit: "[vector digitizer](https://grass.osgeo.org/grass-stable/manuals/wxGUI.vdigit.html)" + g_extension: "[g.extension](https://grass.osgeo.org/grass-stable/manuals/g.extension.html)" + g_region: "[g.region](https://grass.osgeo.org/grass-stable/manuals/g.region.html)" + r_mapcalc: "[r.mapcalc](https://grass.osgeo.org/grass-stable/manuals/r.mapcalc.html)" + r_surf_random: "[r.surf.random](https://grass.osgeo.org/grass-stable/manuals/r.surf.random.html)" + r_random: "[r.random](https://grass.osgeo.org/grass-stable/manuals/r.random.html)" + r_contour: "[r.contour](https://grass.osgeo.org/grass-stable/manuals/r.contour.html)" +code-links: + - text: Jupyter notebook + href: basics.ipynb + icon: file-code + target: _blank +resources: basics.ipynb +format: + html: + toc: true + code-tools: true + code-copy: true + code-fold: false +engine: jupyter +execute: + eval: false +jupyter: python3 +--- + +![Random earthworks](images/basics_05.webp) + +Learn the basics of terrain modeling with +{{< meta links.r_earthworks >}}. +This tool uses cut and fill operations to tranform topography. +Cut operations subtract from a topographic surface, +while fill operations add to the topography. +Transformations are based on proposed local topographic extrema, +i.e. high points and low points. +These extrema can be set with coordinates, rasters, vector points, or vector lines. +In GRASS raster and vector data can be drawn with the +{{< meta links.wxgui_rdigit >}} and +{{< meta links.wxgui_vdigit >}}. +Transformations are a function of +the existing elevation, +change in vertical distance, +and change in slope over horizontal distance. +Vertical distance is calculated as the difference between +proposed local extrema and a topographic datum, +while change in slope is a function of growth and decay +applied to horizontal change in distance. +This tutorial covers: + +* Cut operations +* Fill operations +* Cut & fill operations +* Random operations + +::: {.callout-note title="Computational notebook"} +This tutorial can be run as a +[computational notebook](https://grass-tutorials.osgeo.org/content/tutorials/earthworks/basics.ipynb). +Learn how to work with notebooks with the tutorial +[Get started with GRASS & Python in Jupyter Notebooks](./get_started/fast_track_grass_and_python.qmd). +::: + +# Setup + +## Project + +Start a GRASS session in a new project +with a Cartesian (XY) coordinate system. + +::: {.panel-tabset group="language"} + +## Command line + +```{bash} +``` + +## Python + +```{python} +# Import libraries +import os +import sys +import subprocess +from pathlib import Path + +# Find GRASS Python packages +sys.path.append( + subprocess.check_output( + ["grass", "--config", "python_path"], + text=True + ).strip() + ) + +# Import GRASS packages +import grass.script as gs +import grass.jupyter as gj + +# Create a temporary folder +import tempfile +temporary = tempfile.TemporaryDirectory() + +# Create a project in the temporary directory +gs.create_project(path=temporary.name, name="xy") + +# Start GRASS in this project +session = gj.init(Path(temporary.name, "xy")) +``` + +::: + +## Installation + +Install {{< meta links.r_earthworks >}} with +{{< meta links.g_extension >}}. + +::: {.panel-tabset group="language"} + +## Command line + +```{bash} +g.extension extension=r.earthworks +``` + +## Python + +```{python} +# Install extension +gs.run_command("g.extension", extension="r.earthworks") +``` + +::: + +## Region + +Use {{< meta links.g_region >}} +to set the extent and resolution of the computational region. +Create a region starting at the origin +and extending two hundred units north and eight hundred units east. +Use the raster calculator {{< meta links.r_mapcalc >}} +to generate a flat terrain +with an constant elevation of zero. + +::: {.panel-tabset group="language"} + +## Command line + +```{bash} +g.region n=200 e=800 s=0 w=0 res=1 +r.mapcalc expression="elevation = 0" +``` + +## Python + +```{python} +# Set region +gs.run_command("g.region", n=200, e=800, s=0, w=0, res=1) + +# Generate base elevation +gs.mapcalc("elevation = 0") +``` + +::: + +![Constant base elevation](images/basics_01.webp) + +# Fill Operations + +Use a fill operation to model a peak +from a set of x- and y-coordinates +with {{< meta links.r_earthworks >}}. +These coordinates represents a local topographic maxima, +i.e. a high point. +The algorithm will fill locally up to that point, +then the slopes will falloff at a given rate of decay. +Set `coordinates` to a pair of x- and y-coordinates. +Use the `z` parameter to set a z-coordinate for the top of the peak. +Optionally use the `flat` parameter to create a plateau at the top of the peak. +Using the default linear growth and decay function +$z = z_0 - r \sqrt{\Delta x^2 + \Delta y^2}$, +set the `rate` to 0.5 to model a 50 percent slope. + +::: {.panel-tabset group="language"} + +## Command line + +```{bash} +r.earthworks elevation=elevation earthworks=peak operation=fill coordinates=400,100 z=25 flat=25 rate=0.5 +``` + +## Python + +```{python} +# Model earthworks +gs.run_command( + "r.earthworks", + elevation="elevation", + earthworks="peak", + operation="fill", + coordinates=[400, 100], + z=25, + flat=25, + rate=0.5 + ) + +# Visualize +m = gj.Map(width=800) +m.d_rast(map="peak") +m.d_legend(raster="peak", color="white", at=(5, 95, 1, 3)) +m.show() +``` + +::: + +![Peak](images/basics_02.webp) + +# Cut Operations + +Use a cut operation to model a pit +from a set of x- and y-coordinates +with {{< meta links.r_earthworks >}}. +Set a z-coordinate for the bottom of the pit. +These coordinates represents a local topographic minima, +i.e. a low point. +The algorithm will cut locally down to that point, +then the slopes will climb at a given rate of growth. + +::: {.panel-tabset group="language"} + +## Command line + +```{bash} +r.earthworks elevation=elevation earthworks=pit operation=cut coordinates=400,100 z=-25 flat=25 rate=0.5 +``` + +## Python + +```{python} +# Model earthworks +gs.run_command( + "r.earthworks", + elevation="elevation", + earthworks="pit", + operation="cut", + coordinates=[400, 100], + z=-25, + flat=25, + rate=0.5 + ) + +# Visualize +m = gj.Map(width=800) +m.d_rast(map="pit") +m.d_legend(raster="pit", color="black", at=(5, 95, 1, 3)) +m.show() +``` + +::: + +![Pit](images/basics_03.webp) + +# Cut & Fill Operations + +Use cut and fill operations to model a pit and a peak +from two sets of x- and y-coordinates with +{{< meta links.r_earthworks >}}. +Set a z-coordinate for the bottom of the pit +and another z-coordinate for the top of the peak. + +::: {.panel-tabset group="language"} + +## Command line + +```{bash} +r.earthworks elevation=elevation earthworks=pit_and_peak operation=cutfill coordinates=350,100,450,100 z=-25,25 flat=25 rate=0.5 +``` + +## Python + +```{python} +# Model earthworks +gs.run_command( + "r.earthworks", + elevation="elevation", + earthworks="pit_and_peak", + operation="cutfill", + coordinates=[350, 100, 450, 100], + z=[-25, 25], + flat=25, + rate=0.5 + ) + +# Visualize +m = gj.Map(width=800) +m.d_rast(map="pit_and_peak") +m.d_legend(raster="pit_and_peak", color="black", at=(5, 95, 1, 3)) +m.show() +``` + +::: + +![Pit & peak](images/basics_04.webp) + +# Random Operations + +## Randomness + +Model a set of random peaks +by generating a random surface, +sampling random points, +and then filling on those points. +First generate a random surface with +{{< meta links.r_surf_random >}}. +Set a `seed` for reproducible results +or set `flags="s"` for a random seed. +Then randomly sample 50 cells from the random surface +{{< meta links.r_random >}}. +Use a fill operation to model random peaks +with {{< meta links.r_earthworks >}}. +Set input raster to the random cells. + +::: {.panel-tabset group="language"} + +## Command line + +```{bash} +r.surf.random out=surface min=0 max=25 seed=2 +r.random input=surface npoints=50 raster=random seed=7 +r.earthworks elevation=elevation earthworks=earthworks operation=fill raster=random rate=0.25 flat=25 +``` + +## Python + +```{python} +# Generate random surface +gs.run_command("r.surf.random", out="surface", min=0, max=25, seed=2) + +# Sample random points +gs.run_command( + "r.random", + input="surface", + npoints=50, + raster="random", + seed=7 + ) + +# Model earthworks +gs.run_command( + "r.earthworks", + elevation="elevation", + earthworks="earthworks", + operation="fill", + raster="random", + rate=0.25, + flat=25 + ) + +# Visualize +m = gj.Map(width=800) +m.d_rast(map="earthworks") +m.d_legend(raster="earthworks", digits=0, at=(5, 95, 1, 3)) +m.show() +``` + +::: + +![Random peaks](images/basics_05.webp) + +## Visualization + +Compute contours for earthworks with {{< meta links.r_contour >}}. + +::: {.panel-tabset group="language"} + +## Command line + +```{bash} +r.contour input=earthworks output=contours step=2 +``` + +## Python + +```{python} +# Derive contours +gs.run_command("r.contour", input="earthworks", output="contours", step=2) + +# Visualize Contours +m = gj.Map(width=800) +m.d_vect(map="contours") +m.show() +``` + +::: + +![Contours](images/basics_06.webp) \ No newline at end of file diff --git a/content/tutorials/earthworks/earthworks.qmd b/content/tutorials/earthworks/earthworks.qmd new file mode 100644 index 0000000..ea91ee2 --- /dev/null +++ b/content/tutorials/earthworks/earthworks.qmd @@ -0,0 +1,62 @@ +--- +title: "Terrain modeling with r.earthworks in GRASS" +author: "Brnedan Harmon" +date: 2025-07-07 +date-modified: today +image: images/earthworks_01.webp +links: + r_earthworks: "[r.earthworks](https://grass.osgeo.org/grass-stable/manuals/addons/r.earthworks.html)" + g_extension: "[g.extension](https://grass.osgeo.org/grass-stable/manuals/g.extension.html)" +format: + html: + toc: true + code-tools: true + code-copy: true + code-fold: false +categories: [earthworks, terrain, raster, beginner] +description: "A collection of tutorials demonstrating how to model terrain in GRASS with r.earthworks." +engine: jupyter +execute: + eval: false +--- + +![Random fill operation with r.earthworks](images/earthworks_01.webp) + + + +Learn how model terrain with {{< meta links.r_earthworks >}}. With this tool you can generate new terrain or modify exisiting terrain using cut and fill operations inspired by earthworking. The first tutorial on the basics of terrain modeling introduces key concepts such as cut and fill operations. The subsequent tutorials introduce more advanced concepts such as relative operations and growth and decay functions. These tutorials demonstrate how to generate terrain, model natural landforms, and model anthropogenic landforms - i.e. earthworks - such as roads, dams, and levees. Read our [paper](https://raw.githubusercontent.com/baharmon/r.earthworks/main/paper/paper.pdf) to learn more. + + + +## Installation + +::: {.panel-tabset group="language"} + +## Command line + +```{bash} +g.extension extension=r.earthworks +``` + +## Python + +```{python} +# Install extension +gs.run_command("g.extension", extension="r.earthworks") +``` + +::: + +## Tutorial Collection + +1. **[Basic earthworks](./basics.qmd)** +Learn the basics of terrain modeling with r.earthworks. + +2. **[Gully modeling](./gullies.qmd)** +Model gullies using relative cut operations. + +3. **[Levee improvement & ridge restoration](./levees.qmd)** +Model coastal infrastructure projects including levees and restored alluvial ridges. + +4. **[Terrain synthesis](./synthesis.qmd)** +Synthesize terrain by applying landforms from one landscape to another. \ No newline at end of file diff --git a/content/tutorials/earthworks/gullies.ipynb b/content/tutorials/earthworks/gullies.ipynb new file mode 100644 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7YDcl7fRHl+x9pCXr9xUt1T4VVIVPa+1xS57wNLUvb8nEBT/EIoHddA9WfOXY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\n4qEbWwAAAABJRU5ErkJggg==\n" + } + }, + "cell_type": "markdown", + "id": "5c102531-d33c-4a5a-94c3-94480ad449c5", + "metadata": {}, + "source": [ + "# Gully modeling\n", + "\n", + "Brendan Harmon \n", + "2025-07-02\n", + "\n", + "
\n", + "\"Gullies\"\n", + "
Gullies
\n", + "
\n", + "\n", + "Learn the how to model gullies using relative cut operations with\n", + "[r.earthworks](https://grass.osgeo.org/grass-stable/manuals/addons/r.earthworks.html).\n", + "This tutorial introduces more features of\n", + "[r.earthworks](https://grass.osgeo.org/grass-stable/manuals/addons/r.earthworks.html)\n", + "including vector line input, relative operations, exponential functions,\n", + "and volumetric change calculations. While absolute operations calculate\n", + "cut and fill based on a vertical datum of zero and can be used to model\n", + "features at a given elevation, relative operations calculate cut and\n", + "fill relative to the exisiting topography and can be used to model\n", + "features that follow the exisiting terrain.\n", + "\n", + "Use a relative earthworking operation with an exponential function to\n", + "carve deep gullies into a landscape. In this tutorial all of the data\n", + "will be created procedurally including the terrain and the streams.\n", + "Start by generating fractal terrain. Then model flow acculumation\n", + "through the fractal terrain and extract its stream network. Finally use\n", + "the vector map of streams as input for a relative cut operation to\n", + "transform valleys into deep gullies. This tutorial covers:\n", + "\n", + "- Terrain generation\n", + "- Flow accumulation\n", + "- Stream extraction\n", + "- Relative earthworks\n", + "\n", + "For a simulation based approach to modeling gullies, try the landscape\n", + "evolution model\n", + "[r.sim.terrain](https://grass.osgeo.org/grass-stable/manuals/addons/r.sim.terrain.html)\n", + "instead.\n", + "\n", + "# Setup\n", + "\n", + "## Project\n", + "\n", + "Start a GRASS session in a new project with a Cartesian (XY) coordinate\n", + "system." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "8524b64e", + "metadata": {}, + "outputs": [], + "source": [ + "# Import libraries\n", + "import os\n", + "import sys\n", + "import subprocess\n", + "from pathlib import Path\n", + "\n", + "# Find GRASS Python packages\n", + "sys.path.append(\n", + " subprocess.check_output(\n", + " [\"grass\", \"--config\", \"python_path\"],\n", + " text=True\n", + " ).strip()\n", + " )\n", + "\n", + "# Import GRASS packages\n", + "import grass.script as gs\n", + "import grass.jupyter as gj\n", + "\n", + "# Create a temporary folder\n", + "import tempfile\n", + "temporary = tempfile.TemporaryDirectory()\n", + "\n", + "# Create a project in the temporary directory\n", + "gs.create_project(path=temporary.name, name=\"xy\")\n", + "\n", + "# Start GRASS in this project\n", + "session = gj.init(Path(temporary.name, \"xy\"))" + ] + }, + { + "cell_type": "markdown", + "id": "e75cbded-0a29-4fc6-a013-0075d285888f", + "metadata": {}, + "source": [ + "## Installation\n", + "\n", + "Install\n", + "[r.earthworks](https://grass.osgeo.org/grass-stable/manuals/addons/r.earthworks.html)\n", + "and\n", + "[r.stream.order](https://grass.osgeo.org/grass-stable/manuals/addons/r.stream.order.html)\n", + "with\n", + "[g.extension](https://grass.osgeo.org/grass-stable/manuals/g.extension.html).\n", + "\n", + "## Python" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "18d6615b", + "metadata": {}, + "outputs": [], + "source": [ + "# Install extension\n", + "gs.run_command(\"g.extension\", extension=\"r.earthworks\")\n", + "gs.run_command(\"g.extension\", extension=\"r.stream.order\")" + ] + }, + { + "cell_type": "markdown", + "id": "da39dc07-1bd1-4d97-9eca-6018fe8bbaee", + "metadata": {}, + "source": [ + "## Region\n", + "\n", + "Use\n", + "[g.region](https://grass.osgeo.org/grass-stable/manuals/g.region.html)\n", + "to set the extent and resolution of the computational region. Create a\n", + "region starting at the origin and extending two hundred units north and\n", + "eight hundred units east." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "708229e3", + "metadata": {}, + "outputs": [], + "source": [ + "# Set region\n", + "gs.run_command(\"g.region\", n=200, e=800, s=0, w=0, res=1)" + ] + }, + { + "cell_type": "markdown", + "id": "b92ad06b-ea4c-4367-94b1-6acbec93e05d", + "metadata": {}, + "source": [ + "# Fractal Terrain\n", + "\n", + "Generate a fractal terrain with\n", + "[r.surf.fractal](https://grass.osgeo.org/grass-stable/manuals/r.surf.fractal.html).\n", + "Running this tool without setting a seed will generate random results\n", + "each run. For reproducible results set a seed. Then use the raster\n", + "calculator\n", + "[r.mapcalc](https://grass.osgeo.org/grass-stable/manuals/r.mapcalc.html)\n", + "to scale it vertically so that the mountains are not too high." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "006dbcb4", + "metadata": {}, + "outputs": [], + "source": [ + "# Generate fractal surface\n", + "gs.run_command(\n", + " \"r.surf.fractal\",\n", + " output=\"fractal\",\n", + " seed=1\n", + " )\n", + "gs.mapcalc(\"fractal = fractal / 10\")\n", + "\n", + "# Visualize\n", + "m = gj.Map(width=800)\n", + "m.d_rast(map=\"fractal\")\n", + "m.d_legend(raster=\"fractal\", at=(5, 95, 1, 3))\n", + "m.show()" + ] + }, + { + "attachments": { + "images/gullies_01.webp": { + "image/webp": 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8gNTp30KUnIAGhkLMb7R8cynFZUNRBPZKdMW4KrGaCN43d7HzZICHWy3xo52D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6eYU7lyvxjTRjo0INZOKv5iRjzwl5lCmNHyds1djuV+o7bz5h4NkipUqldVNlZWgiEPrCVNmO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\n/SCDDHEJ4DLMKRh+2dk4cT0RpPT/B8aNahdBrBOxAAAAAElFTkSuQmCC\n" + } + }, + "cell_type": "markdown", + "id": "9e0de01b-f677-44b4-80c4-abb56f62fae3", + "metadata": {}, + "source": [ + "
\n", + "\"Fractal\n", + "
Fractal terrain
\n", + "
\n", + "\n", + "# Stream Network\n", + "\n", + "Model a stream network for the fractal landscape. First use\n", + "[r.watershed](https://grass.osgeo.org/grass-stable/manuals/r.watershed.html)\n", + "to compute flow accumulation through the landscape. Then use\n", + "[r.stream.extract](https://grass.osgeo.org/grass-stable/manuals/r.stream.extract.html)\n", + "to extract a vector stream network. Try different `threshold` values to\n", + "experiment with the minimum flow accumulation required for streams.\n", + "Calculate the hierarchy of the stream network with\n", + "[r.stream.order](https://grass.osgeo.org/grass-stable/manuals/addons/r.stream.order.html).\n", + "Use map algebra with\n", + "[r.mapcalc](https://grass.osgeo.org/grass-stable/manuals/r.mapcalc.html)\n", + "to estimate the depth of gullies by scaling the resulting Strahler\n", + "stream order raster map. Use a negative scaling factor." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "c596e311", + "metadata": {}, + "outputs": [], + "source": [ + "# Compute flow accumulation\n", + "gs.run_command(\n", + " \"r.watershed\",\n", + " elevation=\"fractal\",\n", + " accumulation=\"accumulation\",\n", + " flags='b'\n", + " )\n", + "\n", + "# Extract stream network\n", + "gs.run_command(\"r.stream.extract\",\n", + " elevation=\"fractal\",\n", + " accumulation=\"accumulation\",\n", + " threshold=1000,\n", + " stream_vector=\"streams\",\n", + " stream_raster=\"streams\",\n", + " direction=\"direction\"\n", + " )\n", + "\n", + "# Calculate stream order\n", + "gs.run_command(\"r.stream.order\",\n", + " elevation=\"fractal\",\n", + " accumulation=\"accumulation\",\n", + " stream_rast=\"streams\",\n", + " stream_vect=\"streams\",\n", + " direction=\"direction\",\n", + " strahler=\"strahler\"\n", + " )\n", + "\n", + "# Scale raster\n", + "gs.mapcalc(\"gullies = strahler * -5\")\n", + "\n", + "# Visualize\n", + "m = gj.Map(width=800)\n", + "m.d_rast(map=\"fractal\")\n", + "m.d_vect(map=\"streams\", type=\"line\", color=\"white\", width_column=\"strahler\")\n", + "m.d_legend(raster=\"fractal\", at=(5, 95, 1, 3))\n", + "m.show()" + ] + }, + { + "attachments": { + "images/gullies_02.webp": { + "image/webp": 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IJCYv0+uMGuffoNXEYCiXVFIAcTxZssGMmKkiQ3U0rNfMWkoDGlfaMNko/Q73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\n+BKOHRuRYoi6hjRJ9l9ft+w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ob81gklijOJv1uqUcR1euRW5VGggIunDYuRTaHnymM1uw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\nFl94PZjlm32Lz7/23v97cMvnPKNAQfPNwWAcoeskBLU+Ya7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nUBlLCaWeEZpBiXvXcJkA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RcMSIm35ZZDR06w+OGydBjLzyQ4CZfCn6SXtyFMkx7ntV9XPjZn4l/7Ht+mSFpxnJ4DQChbu374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1CX4zGdFu1BwnaKsRhaIUr+haQjWxYGaPCuGDbK7tinCmhiu2z9g/JgHrqyVQBgsMKL1yiB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\nuKBYQFEi2UrpoVMVR8oQKiYclmC3CeW7F9cahRhr29eZk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LGdChMgDkxkru7qn+T78rzW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\nyRAHA3Ae5hSqvkhsdEOq8GRBSv8/dZZzvHnT1ZgAAAAASUVORK5CYII=\n" + } + }, + "cell_type": "markdown", + "id": "fcc34138-644d-425e-be30-51be79d32637", + "metadata": {}, + "source": [ + "
\n", + "\"Stream\n", + "
Stream network
\n", + "
\n", + "\n", + "# Relative Cut Operation\n", + "\n", + "Use\n", + "[r.earthworks](https://grass.osgeo.org/grass-stable/manuals/addons/r.earthworks.html)\n", + "to cut deep gullies into the stream channels. Use the exponential growth\n", + "and decay function $z = z_0 e^{-\\lambda \\sqrt{\\Delta x^2 + \\Delta y^2}}$\n", + "to model the steep slopes of the gullies. Set `mode` to relative,\n", + "`operation` to cut, `function` to exponential, `raster` to the raster\n", + "map of gullies, `z` to a negative value, and `rate` $\\lambda$ to a value\n", + "such as 0.1. Save an output `volume` raster to visualize volumetric\n", + "change. This may take a minute to run. For faster results, try setting a\n", + "lower resolution with\n", + "[g.region](https://grass.osgeo.org/grass-stable/manuals/g.region.html)." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "58d9a126", + "metadata": {}, + "outputs": [], + "source": [ + "# Model gullies\n", + "gs.run_command(\n", + " \"r.earthworks\",\n", + " elevation=\"fractal\",\n", + " earthworks=\"gullies\",\n", + " volume=\"volume\",\n", + " mode=\"relative\",\n", + " operation=\"cut\",\n", + " function=\"exponential\",\n", + " raster=\"gullies\",\n", + " rate=0.1\n", + " )\n", + "gs.run_command(\"r.colors\", map=\"volume\", color=\"inferno\")\n", + "\n", + "# Visualize\n", + "m = gj.Map(width=800)\n", + "m.d_rast(map=\"gullies\")\n", + "m.d_legend(raster=\"gullies\", at=(5, 95, 1, 3))\n", + "m.show()\n", + "\n", + "# Visualize volume\n", + "m = gj.Map(width=800)\n", + "m.d_rast(map=\"volume\")\n", + "m.d_legend(raster=\"volume\", at=(5, 95, 1, 3))\n", + "m.show()" + ] + }, + { + "attachments": { + "images/gullies_03.webp": { + "image/webp": 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7YDcl7fRHl+x9pCXr9xUt1T4VVIVPa+1xS57wNLUvb8nEBT/EIoHddA9WfOXY\nUYHXwpYXWwdEGaoAwPsztO7X1MV6ZVB0Y/zh37j+07//N6/LiPyDP/r6j//evyGXOHiSwFK1+gSm\nT/yh00zIrWaDQB6lqpvhjTjWUB1jOlHoM4lyT4NZLIhtwTpDSPFZpJ33pW1aMJYIiXuOa9jWUWUa\nV4dwj9tfhdLTrO5p9MxTN2WG8Jc5I38lrhcHLE4fw7yGfUKzOWfqLOFSXHC/hVU4xtJl1BrnQGBO\nDBE6PvvsxVnL4WrXix8ssTkJQdGIyqkyGVp8VK2vRx1jji8zB8wtB2Dx8JXEa6tVTJxP25inToBW\n5GR13h1IkSHLwwBb+nAWoe25fWKyYQhUz1YrmqgII/1SERuz6ikB/NzQzRuTvK9cc03U8/FXOHWM\n/crc1jGssFBCSZDBUsqRQ93D1Ibd+7Ug+KLiMwG3uuxVWBIsg3s5J1MV35AW818My1KrVpsKF1b6\nIYNs2tM2vorqFPdVILPckeG21eeim13NCQIi+PHDNm3XXXGG8BqGtAQcNr9inRG5dpejjGDE/PAw\nxEPToUMsDAsvc069gCkQirnig4G+mlj980MnlIkhHsrQ4FT1eTw4OA3Qr1Djk0j29t0Benwv/eER\nXdWA+uas4pphfksd78BdPgu2yPQ/86Jl1Xbg8iDqm3sgJZzRUKt8Pny7E7zVolncWlAtotuUIH/L\n3XOoqFTH2+OEsTwjRyWZ06umCQGL12+cHDjPF10eooP//l//+k/+/t8k9MjC8Qd/NP6jv/e3dBav\nR3YgXEooiGSJx3KlIW9eVTPHoTfqrLodgkyOgFYOvIS+VFBLHMJ7ibtKTwYoEF+JyEevqyJCXIJJ\nGUgB2RsvptUW/KSFRi3QMIFxJoPxgTmTzkq8UMaY9C2ayMN2WdT4d3WuS6NhBwEBY5jq17u87vWH\nEURisfQFAoZXxkaRlPhr+q6G1GSV3PxXecnuQUirGhqRzfBXCoH9q6ZfJffEyjKXUP3SLmlmJazY\nxoRAThEAFwT3VlgnBDOTHoallQxiKnRaiGyoqn6SgzVvCCAn6WhSkhraUJ4H2v8EN2/XgrFqH0Z5\nWCkBqldsKbChIhYH0Y6ujtcHhS4beR+jlekLHUwvT39Ycw7EUxX3kslcnxvDQul34lMnhtM78Vbp\nDEhLU2cDDTDlUWKeeHqMgm3HjHR3TcpN0H1Ic+L7GzGNSOJ16foa+hShRdi5QRcAACAASURBVC+N\nAQEvERNm6wwKrSiAi7AQgYoowCWCwRdUHDPUfQIccmssiVgbjcgBHCI3zW2Gchr0NKHmKG7qDXwk\nrFnaXc6vjla/Pd+yCuCy+kTLPWsY/rI0OTvAGegQiMWaMk0+eZxiU7X87FvdP0nl8dMr2FvFuMKd\nXpsFvf1Ey3BLVrhiP/dya3f+XAcWD9m0qcCmxnYN5k9ezOIKQX7dvznO3Yk0METfwzM6+80RGy60\nWHjKdPsSc4va2W8MFhxWjZbbPh1RmL207g+556XzgIqu3tMC4WPfdjrYggOdJrTaCYUyptiOKM3Q\nHupOocTpWJrnEDcLNPvXJpKiFsntuQpSPwRwtdMNV5UgJ7pdHNYdad2MhxlDKZkQZRN9f1hTptjH\nEERsLWScKo0ghoVUCvK+FmDmkHqgSrTvkkYAiu65YU6sFLdGrZTnDuZWrprSk4aBNMBOpwvFGR6Z\nqD1azmqcCf7aw6WfLx6pCNJaQGFba1m8VoGoDIwupqBIECs9RUO1GKxOrecZVrlCOlf8Quc5mjst\npgJNg7QddT9o6taFJMraAFQIQ+kXi5Y/lPL55/6KCc7WUW+xcKs13asAR1fxkKsYJ4LpaKkN6AW5\njg9uNtgqnt4pHuor6bgKx3gxLeWVe7MMQoVaicMHLeXdwJb6q+Qmvt+4Lrzf+PpS9WT9xOcHNboT\nEVwltjxwWrSKOG+jYoax3BEgdiSzBivA+9L7xo8vC9K6J2XoDu9CcqijjIDpMgO+Q4TgIKYumxWA\ntuXdZO4Qgd7KwdQIuseaxuvRhOEgkx9wWLzd00hu6JDQqsK1nuERiCgPzfU/4dGlJ9ocY9XrgzOp\nj0kf31op6LLa1dQBWvnPivuD84lcF3W3F7RlErjwk5/MlSWiu9X6BtO0w4ZTKter2s+XADPz4ULb\nL0RglRJpuyeMvPcTmukr3XRr9Vj7ooZC/VXlMGnxt3DwNHLhy1l7qG+sbXlFPxLHtir1854Ze7hz\nbRHlpqj7SvtoWTaIYizjr+qWm3oSlgAYGjngO2OhgK0KHOu1P6yBOAxqy04NYcUjh7B39bk27PSo\nLN2HTIBp0C9PRYxvgRKPBR1qrl4fU48kxuQc6sW/3T6ZV5itIihIsWg157wb75UxgA1nxTdwHynm\npMAnds/erJofj0OvtmHBUjaZ1qpxtfdneu8/4MvlW23BE6komTc/H8IP1RVqq4dDywK7WLUFfKqw\nfuI8j4nI5jEKfRR50xN44nVMt1yL183Fw/M9fSKeLiBgrXfQVmqQfza9ebABnkyoK9pWfjx+uLwq\n3WvFZ+ivQlSWVlvMTNFlwQZhf1toqM+FWxp9MrMi6daKgWyo5nIAjrmptBQNeApR1vv3jR9f+N13\nnoRDWqTUNXRrBr4uXIOX2Mzg8NU0In5ibSiARDByM2CWwFej7a0gkJvkFIAXRPU1JjFsEc6MeALE\nzqi2cHv4gIbFOVua1Vq2oOruN/JX9cl+/QY5TxGS7aGGGBvAKuhqoadI4IrAwvzr4LFqrR0INkPx\nC1cr9OgDK0qyvT2Ja73OAl8a5exCi2ylFb24zT6hK2Sj5Cio9lT6KKg0Msu3QdhLIc7tg4blev+K\nB0scJGV4k3uh1HdFWvwAfNw9oCfL0Z1VuDH89Js2ytdMdGIxcRjlxnA32ChuM9F4rHsOjbu6i+/K\n9nl3j9ddYFb4YMaYmGMODIC0IG7do2HvJuFAmoIBX1MmnHoCIPzAn23KDw6b6nmIqXiFCBDpiCTQ\nlRIfYKW2ggbDAdDlDqNk2C2vz8mbOpIYD6AUCkdXUvapr1fbxOvAnE5htbKfhYtVeM1pJeLDTZQZ\nqwhd9VB4fxw2yr1ZblxO7hWFEFwQalShgMKlgq12JURdrO4nE+1BTk+QJFVDQ1c7x9aofn+YDSmN\n5/WrtOVtyi9tDCqRJSIx0FU6wHR8vBlCz7MRvwGmxCYnbLTUTo7mYeFAfn8qN3GJrK+6fH9qn2fg\n1fLZXU3Vs/XRqm2idrZSTzkIS8AWqytI3OGfuxHaTld2crOOUKdZ6JvmsgqM9X3zxwuAfL0A2BYM\nhOhwbQBjcAxDVwq2DFfpxJyr0fJJen4vncsw1cQBczuhYnzIJL7f8roICIkxcjcHfWLRXaBJpkDj\nrwaAjMSqiiQ52YLKndoFAy3tvEv+6XrwkPWbQFfi0KqOJRZiKoBbcharnZ36Ys6r7D6qV9Z+9Fkm\nXQLXxKXERtWSbZDwwJ+1v6cK92fasNKawEhiz6FiqQVdYU2zXDYaKcS7m8E3FXOcJ4G8hvGzciBj\nsGY3rnq9z6V/utxFbTCLzCMLy1FXQ4PTJZW3DaVsw6o8gAADkxqU6cgp8tc9HW6Pu/IjCMcsLitb\nPBg2T2GZz/VM4ra9SQ0nqQ/GdZFOs2mjEuIIrF/Lk1Bc4iE3CJ73QBk8tq/xZNnyey6pGa+qR83W\ncor7yMNrpRW8px38vNLsza/aWHrVSjDWhxF44DDYAsSiOZSsUz03RlCwRaLY/XAAo7H0UbgjBosY\nCiDrsAzdK044mGgWltTVo8m94HAi2rx8kjGEh5S6dEDrch6kdPatKLnHsTWQFCxSBVk77WbaTw8L\nNjm5rIyAEK0Ks2jgq6Grqs7SFBU1HGQQPVPvHKaWHiTheH3oNtIRTKlRU8FOW7hwKlEH8/B0bUrT\n0M+i3E8kHTJ78n51YmRhKbELWZZb1t+Zqe7dSqqT/6ZCK99/ARgwV9b3DVhBiq4whsKmzP8yFQDR\n8HbhNWKPKy2dlycIsiuI0f46uM6etH4n5kLTYCwRTPKi4CKnZMclLiHHUK+WkENCF/P2fNhjLXtz\nKHn7tfovsYmQPW3uFhZv2S7a1Zvl6KoQIGuaTpAT0XN2V4rNgJchuwS6Ys9nkcAKhlaP11Gkmz34\nDZ2IPX+ur1b5V6tWYRa9IiWk/RNQ22fMN2pFCsNr+cExQoZri1lQV0zpAohtGiol9Xp/GMFt1wDv\ngpmkmIUQ4ZnoyrrYbV4o0Pd3gO8HpnXUacHYbhQeSuX8iZOyxjfHPS/zbHHEmsH3HLEjfMRdade+\nOcaYAOYcE7YB9xiTzJ3tdNYpfNtSdsAypkX4kYky5xwUXmNOmMO6sLesw0e6RrIJuisrf3YPytFN\nYq4yd7apBw7uLwyCJ+2cHEPk3mChHzSaIrYqrY4riXxiTbQa3bgRiqzB8i7+m4QZrtH7sNxmv2sn\noQCDIHRxEATU0yVHz1QnF9zsiTVI4lrmElQv2lK639HhVUUOxvD8KjOpsXHBE+PPkgVOlptYcdva\nygXHNG9ZB1bLzyWZex/8fQG+q1ITlFWZTW2V3BJdVcLUcy0LnQei/BP+JM3Tw+PlJB28O1qXiOXi\nQREnJgzaF8kqpugAQMsn9Hmtx+p4q+7gKZ7XHHKsjHIkc224Zy6VI2hAgdxOf8VkOl9w0/ZfuG8D\nVXpg8/sGga8LQOw+zTEwgOuVynok0tJyOQZjkz3FNsOXDQZJl8hNw1iVbFch6RH0bEVJel28BPIl\nv/uGCOQF3MKhYiVT1w9eggmbLhQZ4GW5iQCGsUyMWUFSIeMAs1xpgE1IUknuPVIe+u4ib27UTQ4d\nHx1Bnpa0gPKFWqNnEBSd2tAxVcynV9Fqn/SqrTTXCkvhhqesHSRMdXDm0fdstHmNqwu21doZFcom\n8FPk33Vs7U1CmzQHGlWhw1Yl4P8YWEqZNxOWx9JClOMLhX5UztN1Pzbs4YpTa+iGzQ5X7mqk7hs8\nIW9etmTYJwG/eRkgcBvrk2IWByzCmFGeHKoZdKP2usvoN8f3feXiQbeCk3KNOee4KZf5jiljYg65\ncqfVof+fyaB0zyzxWGVQkXjFzeQs9tLinOo5Ko754ipVbvCL5ZNy73Y9pEfUtBMQaKv7BgQ1/6UK\n6aByv0516Wnp9We9KpDSD4ewHB8J2LRpSbxYdBRLr+4rivgBtKkyCr3erdyPFcbKOrw7rPwrK1cc\n0ETHCJzkpsH9Y2XskhglgeOcsg56H0emnfhKz/5z/bYHSD2lKVedxF4R3tJ6PFEbBPv9QRsGImTP\nkxYkV6D6Qf0f0m+1sLpk3+v6seQXI/L2dgcuLlHVw7Qq4lpObbLnxllLeaLQGZbGplrf58+xMaYO\n0zOxbPnoVPlldeSyegWmKTSftu+Loqv3DQAOZQBQt5sqikY1nW1DKqedQi8bjCJ8VFut5ab5tBqv\nbBDVzgMR4RhpfUUwBjD54wuAfL8xhD9E3hMieN+CC7hzB4IhxLApRBFzUdw0UknbyC+8WWFZgUq5\n8TNakJ0rG5s7z3tryvq8OiewDr27+6poqB3lh4EPIOJzCrZMNWy05eA9OnBVhbZd7wJHkav3dfCw\n9Fzv63WEUJWEIYYKgzoGin0+w1eUrsGl77gF0PsYvS8DlahOMWOFh6W6qBEkdCMkTQ+YfE5b+PkC\nfAs3HK73rwAs+q5UyEbx2tE2XoE7urSmN8a7B11pTJXuETrA4ftEOLdL+JGbfL2ZFl8l3/P1PW3T\n9vccAC5dtiJCnbnTb4UvDZMCAUzyGtM3iDduKcaKGCzUKp0uUyPpKJJFrS3+J9QtRnvKiBgrmVsD\n0/tDm4Rq/M7iJmHuJylG6DyCKEAQGcbD569kdc6hoaiWdcFVO9JK6bfJQe8DYvprUKZC12ZyBebH\ngkfDpp9BVbZuyCvegrF8L1RPqV2slaPu6XViTq1axaAxV1iYU/kS33hWjEwa0qrctYe7FhPn1X71\nMLsEQF392ef785qCPfp3uXjOXAg9oBeJdXJ14QOg6agLxTxUqlaFvmC1VJ1Rr+Z427R8yz9AT3SU\nrUMlP+TEz4XsUw+r2rzmmfmgMH4RoZ0J9X53aHkIp/tCHqlq1wQmElRdAnlZTNUlHEOHfT7haMtk\nvC4+M+iM4hAMj7sqwxHdUaIpq4IwzMZXFomrpAvmstZtIMYQEVzAnBwvAPJ9G9T7uhRjUY/u0dH+\nEJt5FNrgWXRNEjCBuyMYdKfa2q2aqyObgl6XI5DyTCQmrPfuVUHY3mpM7CWhPLq4xqBFh4qJmXTb\ni5EYqxSqZjVtxUFUFlJ3vfT0c89pT+DoYUVCjgjjw9iDKtxICOduJSDQY82wGRdUW7PWdLgQujTa\nqHzEfIthMkaq6dthKAMIaJD78ymQeB8GPo/XG0P3YpAibEvH93KdnxZYbeiKPrunSIiCyUuMWiFw\nW4Ci5ZAMEV5C3ZxFQ6y00B/XrcsGRRUDZQinmBMLwIglcopFwFs93XbwH8Xj32tZS8VJJ0ZWcxQY\nS7+JWKjGEM+f7tt72qIdrjbhK9Q4B6cb7MB2gQWL7VeG7X1k6ea06jj9fS/45XMpAICUe4r7Gjtz\nKqz8qYqHmcPoFXB9lFqJrnC1yiIcBiwkcInqUAhoYe+VDBnddRs20n4JsZ9jWAK26NVBg1z+2qBw\nLbROKOM0Lbiq4SdGLVghiLZatGUIQmAWIFWMB4K9YeQjn4E0dx+uh7cHFMVSqJOdUrnI38noNPLi\nY2bDNWwRpXzAVZF4MWYoP5kJGj9OktNqurSdtLF4zSGIqX61IIbcWLHnHJFMnSrtDeyzvT0rHh7C\nzckQ3R1UdVOsBOQwG5LjgktKzK84oxQAlej13sSx2NgitOC9y6cFNWiTYn2awwGR7TxjGoDRPBMy\nJ78k5iLx9ZL3O7vf1yXvya9LbkIsxkvDVgwXqrbHk/wZDzMBTykLukr0s/xdWN0fNnD20DqZ0vO0\nzZnEqSxYg9gw1r5Uy+a16d+fMFbTMxthPc0y8km0lAbD/naT5WBXKzG3T6LKPv6Pg4bYCZbIfBZc\n5bDYcp6O9ftlkjdacfDZ1VZZBvrPPUit9AkAL+2bMY2+cPW9DuM/XXmUsuhP9QbZWuCCkxRXUTQM\niByYGgg/m2jITYtjY+ZvjTsd7y4bluYglvIakxbWbaHR9PXzIUqx478vu5MLUzMZti8X0eOdT46c\np+cMtBHThSg/neaEVih/u7Mkd6WpD1lNtdsDKXEO1fcWn4u57gBgCgZzRi93hcAWt7TVDibHualY\no6pci2g6zWJDkJY0PR+ADVkysx0NUDBctUgeUC4hOHVdQdjL5agH09fwmK0YFLXKPoSrF9Z5G8UU\ndkM2WNnSiEj9VRpUWhHrHB/syJEsRRZ4K7Z6pTqRGpregJR078K5yk7J09taw9JcUihxB1Kxlx+u\nhpMODXooNGD6RsxjvbBVfHcnwK1RsRNp2445/xbL5MlYhsUoGOuAhGDpYaf7rRjrYDm4Pjf/0JrO\n8R2ELz3ixjdWyBnAkknMDFZP1choiSZ9dpBpalWdVLAebJaRQmhMOidxie1xpb1KLvu8jnim9wUo\nzhOZk/IKbsh78ktkTo4BjW3X5da3kk3pUUqFvU04Y+D32cPb+bk+iGwbnGr39D+nwU7IX8jnNp/Y\nMJbAMS8gFsOBiumjCAKiJwtlY5zHDKeuJLVr4ISrIsP9rf+rDxsS0kqobfboHfHp75jxbpkrUKjD\nG0ICYNFP7ez6x1ZcKuQUD2YPqtAbNF26uQdpAC/zYPV5vbzuX/FgrUDBjfQQ+maenMCFCVFflyEt\nIN1X9LWHipyGV51OZEgafRUhvLnDdHxdt0zGOr7rImI9MuU9h7WMqSZjWmAsrcC0lbwKyw5QIyR6\nOewZlDGmyaq7rJZP6s/dbB+eePryr/U5Tl+Y442YdBaeqRzMOcaYtukrhcJwfDbja1u1n89Rjrla\njxWzh7OjK6rudCBYYIcbWnFhrn3AexcHmiqplBSK07nlvYuAzH1RVnwlC5c9lMIF0tULegt2R1Rv\nvkqag4Csr3syC3O2DnfUYlFKsegFcvk/Tb9MaijnZilIZGHjwiEz1OzqPuso+ckJu1RTWn/HtjFJ\nLYwna9s9o5BEV7ua+w3Y5QmjnAtyeyMoVrDo17WtFltbXz9BwP1nCMs8VadWfAml96iXfEgXzRB1\nduaLVw/mLgJsZoTXJd9vvl6iu6JcwtGOrM9KwT73XT1VPAggP/HVNKAvSBSbvbI+4tuQwv2+UsVv\niGMscAL0ZYJi3i9j3aQCrDK4zD4uN/lj4D1xwWIByJgk4g3dFVDRlSof0lPWtpO1lfcT6MLLVUVC\nI3JYQdXi6wohWbQcnBXRO6LOguqhbAngPcI5H1UwT5Udfd1EqHxl+i8TLOitVPYnTwq6knDklJFP\noCup967/HWDRvh0UPeMb8HA6y5ORWy8lMwmtJZmnTIy79BTv9bCzkdW1uVV/0Sf6NoPbsn1ftWi1\nuNWh8EtThAF3qjQO25/fNkoQUITDl2o5Yy3WmL6N1ptDw89/N1+XzEyWFcGEbtF+3T1O/EvmhMiY\n9+IBclZfYw4/GcK3EeUUuecYQTfNB6EtWEK20xZoKPk+/ovVL6HzF5iVVMGmF5v7x2+SsSXgnZW/\nURxEBuOoGeaWAav4E4C/Vd+x9qRjoFWEtzeV4j4w46r/FJE5Wy3CCReT1g1dVSO9W0dKuFuX52n9\nwtdSH6Yi0RG4RrNucy1KA0rdrDF9z9JEnO1LuqsMNfTNX+WEbKssAHD2lZUJWfY6FrVoOausyIow\nUJ6jq37X7qufiY7DPdUB1VVKsiCR2mTx+fJ1K6u3Mtc0nGZZbUzzEQCd6376qvrJotwjKGxPltwK\nuHSMpb0HiJmkpSey1TSrKU1IVy/a0SAdatSFLRxdqsp1YPARmxbHQLSEmQGJEBOqYn3junR2L91L\nFva0oisAtDB2Kygi1nPtjM4D3up/ci1R/VvFB6Yr/qh1uoL/ohEecPQGuEUEoMEfFmvvZNCtMnRq\nbEIued/8uuRNvKA7bFkMVp0pKhZV4rkDIAk1E6Z6EbfNIrQh1RO68jSiql6Rk/QcmhCWh/u1S8Ig\np/GLC3ZioSQUquoz9B7RhXDHUpmyJ1hkfpdnK6gkM8eS+5kUocoNXh7nfluYNiqrPNAq7h1jpV0w\nxR/OrUmxPUFI9Y1FZiNocAlhFhS5GQP9JOYyHsMrNmKw9aqdZW87sfM3XUvwzTAbZ7jqEksQk4Op\ncC1M2XwdInxhatDxS+5vXhNjYFZARsjbzxmctsAQAF7jnpRBocgo8N4eAu85dHyoHXYqkZQBqlv0\n8ueXn+DO7QCZUAwLuqrTapEypa7Y11N4uMtYX62G/vnZGaafjMMSP4Wty5pHOCrygqpykTZAtbeO\nyUoypSHizzT9XU5ILJQvbh43k4tvBvmwim9gqaLiWgUBYOrG7oe3h60c4Hn25oEPWB2wOAlK0QId\nIkG9R2sUzdd/srgXnQk1txjwCrE1o+GbuU35FbveG1+CX5nMH+TH/W1yOmjYXFYrfNmvxZlzQgyh\nmNLUV/pKNvntPEz5YZuSWABTmpGS84GYelNNndRXAinLS9MutcxWFHUUvXn4RLOSXoWd0eHrsuId\nGxGCYRrNk6pz2OU45hfiLMLMtHMgm4AgMc0g87KVg43naf4FRTTsJs4ZNGp9NBdurXqvVR5CaDg2\nQbENFwC5XXcJ1jWJ8NFOaOqboNimDKrQ7yFCjkveE1/iezT48pTdNUV3p6EM3KJPhfRKF5IFaR3a\nL9FVgU1LGp6fl2wN8UcOiwwfL4nlCR1jjSbqVE+eu0C4LK/zIp6GW+tIqffN5qPyh/WVQaK8p9y6\no70AwEWZBWPR/UYjqaqneW4QyjesopUik/K2MCYKZMp8QWgOiIk2yDeYtcDHUNuzNJkL/2vGnAgP\n6uuXPFhIjCs6+EFslaScF8Z2VgIMTD8cz4Zhl1DkVt7pUn9CblA437yGqyWNgn/Py3eFsDNwXnJP\nDhH1LYnAiqPCJjFHlEw7G0NXFPpJpu7dpohQD2NWJ/dkqsDQUeewpFQ1BzGv2GifHAyf0BGExec7\n8NKC5aSM7RMwOkko24FzbuJhTIYqHB3prgSyQcNwv7EXulNYyMrU6ZuZacsXFxVgk31NxUlBOeIY\nTwplXi4hnKZYDuEmLbFEzEtzNZ1aM9OEnWV6EfzzUGJ6v5hinZ5fLFKpeQjJdHTloGf1gmh+iyGP\nh0uLdAAn3N6kwbD+kgmShs4LOf1YNOnpyibuqCxhSjB5AR+ux7vPLB1ddZS8j5gXGjKDoh8PHoIF\nWdRrR1HHhOICE2xxpdnArpv2n17qf8oO5ajFNa+Na83wOLqy0wZZJixiXDWA14XvW3BRiKmKc9ji\nULq1O9VuRQx1cpDWG0yJjHJTJdT4I9DoqAKg6wZaJb31vZXNsc0zAA0VULP5Jr4kdqJHYIIue6Xv\nGCj5MKbQ9G1sXYOrSrf+PDBpqGt5fiwVXX5CtA6JMwEzzM2txrKmKrsYDcjWjlwKX3/SBa9IuAue\nAabWHyuSZAZW69RtoqsLDIGZQsG41dUU8y9lPWCHbgHUHGrrhOCaWIjxJgXzhfENDsGrIIIYR2lx\ns9capaG1D3k7CvF6Q4xy74CVcb+0D9aQqeZWJU2PXrkwIRb/DnNcRWw7bzPhBrbACQzKVGRzQ27M\nF+UWuYBvXnGUsjLHN7LCgFwiN4fILRyTAtEVMDTOUBTeyYAAuu177m9unTo8OqLLEmmhj2rnzLLr\nXH84v8PqC7jskB7lLjipKlhrHf/KN4ZATV/Jsw/q7J6ZbrPlFqCtS4QCKyxr5hRyYN1FIt5avSg6\nh5NdBVy6O8uurVpietoeLFG7WOCC2xVKwLvcUAS2WU0qkRwwGR0A2jbOqkiUW4qTWJgutRFi2GWD\n/k6juwjqAC5flSeM8PbAKU1Kem/6wJ/E4o6u6r/yrbOu5Byv6k/JG9tvs7oaO7RJJ9YD0GlFo6n1\nbKBFZS+V3fUKi4WqyNXru4KkRbtFmpZnwWRHR9p2rW6Jhq4siVQW5Hg2rbVgqy8cXix8Q8MQOf5e\nqvATotOJtfY6m6337fgWdOWHYOhbDBtCgVN0c5q3nt03dE11VFYYvXKl1sxMd0opJf6hQOCH5yiq\n6CpFYH1Qa3N7H65x5aN/FUa9kBHRVLi8L94EIO85f7zMaA73hNFx0vTNw2bqDtvapaLAh4ZAESHQ\nDupB/PPG2q/CjS3XUyi9Hcya/P1IWFzDQnFQ/cd1ZYyPlpX3dhTvJoE5fgh4h0P3DHTV/m7yX/tT\njWo3dDUcXdVyPQcpTb9DK8DQmEYEGjKLNH6WHCfuLwEw3gQwv8RaUGBNryBrNuCYZJeZ32wIAQSv\nN4dtBHUaan7zF6YIbW2G6GBB/CHUzwuO270d3q10cT1jway+eumkv1AwiHsMfvOaHJfwbcfayI0x\nKZd3UghuiHn0ZPo8qm1mpNhRhIKp4VaO5qSqAj0AdPY2DPQzHWYN12ImWp62oqvd8wQktNJCbQTB\n7HFq1Xxvge1gnHIVsMXAWKYJikpIX1QEBirZetgiXHP0nJNyAO6rE/PBWxgorO4Wbu8OubZgnHVg\nlLL1Mx1gFnqdZjKMRaAHHUpMHupXdxF0M5UQaYES4Rhq8VUFYxW8GCYfACLKrVWqUg58QpZcE5ef\nbpw1YemKDixyXvUAenr+B/+WrA+scs1706gKZ5WU0hftVv+q0V1HDyy1iGfROrJkJduThQkntFFm\nVpfnZ3TVk3XGp+Q0LL1OYJbynIkJjCrS2lp8nxxstrNaiCCPLT06J8POGTtj7oMIdFXH3Au60r2h\n9XAM6CnLOkh6Dfndm19XBVXmzqmLEsYix05YH7rJZAtP6ehqdV/BzXvArMobyb+FgbJKpq4yo8dH\nZ3rq3/RPqPt8wEIlGEWLwaxRZDXEe9Ecy084BvV6rXg90hRc5UbaRSy5UepfyDDRbeCicGDpSu1b\njZzIkUBpAvoArKY9gYPlehrexAo+licfPqefixe+K2XOOI094PtgYdUV4hF48xJ4G3H4dquw1aMY\nopt/AJAb80sUY6VJtvNVxYb9UipSGSu+dVY8E1Dw+sa4MAfwhkwO6e6W+1disHQKT4dJU8yJzIxX\nVJeVd1frOvRvCU7KsOPYhQJC5g/wLWNOuWTeHJdiHbH4cs3W10WJw4YfZwAAIABJREFUnR1N8+IJ\nIHJPPTZGQ86FwLhkckAonEN8twuJ5bqpprpB9CAk9vhxeuy5x4MCDj6aMPhWyS7lpygr7zc+G6g5\nWbRh6LZQQfZWBSwTZIlReCpg78BRBXU06r2UVwGVpFo9ypQCpwAyN6aP548iIpUF8aSZohik5sLX\niHYP1vUpgTKW8rMDku/2vCIy8b65qgtaIFeUtM7SMF8ZS9GTt9/1q4dLDq9j2hTVoLp5KU9cBYZa\nQU+MfB4DrBQQa4etFkjr7gQUdLXbezgxQvFBv+XGnmbhiZyenPR4Q1cn6ZLFSvRpAnTmHDCiy8jh\neW/nrFZ8IOwv1uqvddyJ/yAeKPrII0vO6ffiCrqq+yvajaOr8Z7wQ1vlnrHrldkTEUhjuAdfUCA6\n37DPuy+cNJs6qdtixYiWUk69gMtDGW4m1oHruwWmRKWL01lBpEI3mbaShzp5IsIh/LrG982vS5OZ\nKdHGDBeF/pvuIWjVc/DhfapR4nX5ubvrKf1JxlcgjhSzw6ul0IrPEADRrHMCtZzd22fr5SzPSIE8\njwQ6xsr7qpe2bwHzI8bMIDWkPWzE0Ah3+jGX3kGIGBzLNGil4Czxq8Yrp1wVCyeUbzAQRJ4cDvXv\ncqQaDACn9Oh8ZVPCAhG8JgUyps6aQcOXkrm/FIN1YQKYMsjw8RBAQE+Nsro9aNoYLTp9aNt0D5EI\nC7vA22ORBbx82/MLmGInOhNW8SHEBOW+MUbUlKIQVKGYIsghVKfdJRYeX5YdhJLU+cF8bpDIIQgK\n5LLgNjtxq0rrikWgRluMNjNwVS4dY2mz6vYfgas0c9sG0lpeEQsBc+3bk4RoZnzyp0OrgDo2XVgI\nBpaU7aHVekr8NNYVV1aaKPFDmZ+6aKl8jg7pHRttcxFP49OF9fL+wqUklsw9SSZb0k7fg1Q7Xgdy\nJeVJrRZ2//xa9J3du2pbgFRDGJbQMul+GgQk6pcwV3QXHNWpVdGz4OKSldtpTZP5S58+KCK3XqVT\nNBuZwl7M6hEDLTagZV7qm+pvLRyL+tuaKbBUs0cFROWgtr49sfpRBsTlmhvnj9cCanc/nPSfPWVs\nQ5Chl+akab6rcRM35T3lvj2W5aMQs5dbhyE+xFy9dyhmDJbg8CRSWhdtIYFLghNhriSGxnTS+nBE\nyhP8GuPN+XWN73viwhUYznocPai/T4mG2j4ifE1UrPihUoV1n3IgpYTq7ymPqq+ifDyIU32VxCjH\nWnYKrfcWrKPUVX2lusgnNeKqLAlsHcQwwLIpSfTmYfCobLVAABr23rhdXbMAqOeOZ7I6MwgAt045\n0WLkBaKbXg5QZNz0LTD9SCUzcQLtHSx7a7l42p0TqejwRV/A+KafiFzY+P6VKcLLJt0Y3imDWaJz\nReI1Ffqx0JdMqXNlunU4wmbbjU6hvsyFTUJuQkSG2ATW0N1BBzBxCXWDhkmhbW/CQGMwtpOQa0zY\nnligbwkbDR0LDPWj4acWahbOK0SQVr1ixj71oX5XTLY4ijI3pJRk0DApGQXuOmrMSCzDrzVmS7XE\nDPyHMkTxQC2HWfosyDNPqG/+LuXYQdXJ9QMtcdqMbWbImM2vq1Qkpo49nqmyxiXAO79HlQJwfzWR\ng0sjfPh04QazrEgpmeuL7AwdY6EghrhHmZ4I2o6ai2E2TwmelGnVdJtadLPq0ErrtczZ1awK7qmL\naFBGxrZQIPlcNIOTykhZXtVlz+2a0t4+15dhSo/mwavM2lylajVNJl6wRSTooKShq/3eCS52vBdR\nM8/qrG9lu+l5uYCIl16vSlUt6+SsqhCzAWszXbEbDUHzG1W2WIYeiWUuq9sPYXhPzInrAinfN7+u\ndGJVTBMStSyJKEHosqzuVMpvdWKpvtf/ySowbcZQiDWTxDE7m72/UM9qtxYSA2pD8NKoXow35teF\nSwLkyZu4ZF6RlXHV3clO8TIleoya4vokQOeJ6HJj6yufE2dNl26S84VYuk8UcXy+KOF46IPbEN0D\nYq5ZwXtc74Ayi8gBgbqWccIu0hTQdW8VadU2ikrm5eP2kHAHPfPlmSzbj1U1LqrBSMG4AcG8RITj\nxhQZb06Pcy6Q13qT1kI30KpnDxsvbTacvPAKFTqzU/9LAqzEVWKRdMPZf4GiviVyyB2OmclBn+R0\ngKWn3MgbAzq1RwyZr7p+k9DcJi1WWY/IAnBdfE8KBiG6yGBSpz4BYNkDU4BrTKFgDugpVRFv5Ml0\nQlAx6MiZR90VXqdzHw0QNBLAIKDJrIlN4BAhfJsY+Dan/gqkDLHzpkU454DH1+f2sMLYwtgm1jWS\ncQoiLIw18D0xVgVSm1owGixnfx1wKtxy7F7PJe671MWZvvfqlhQFRnlX19Knv7flEBu5RkHkk1jB\n6wyMQocAbUWeUMzTI5FeygxBSEWfGFGXocgC0cq3oYVrD4czPVhfWVccV1aR1EGerDpsbCXmhh5c\nvRKAO03TR1GUHT3IoLZJdZXlT/SiUauQ9TBmjFM7s9DWyzrr8aj46e1O1YpXlgQLJUixlAK2EjOf\njPo5n6ef1QgWaHv2yUX+zlvp/F9f6U0cpOpppLeRmSibHPR/bwop37dM8uvCHPK7t95zDN9iVLT6\nui0WgCb9KKholxwX75ymvMHLoJUUFASUkHPnGMLcxxOP3AJKP3TfFdz+qdcKIhDyEoiN/kVEbk6d\ndRDhS+YlvEQjf8fNKYKpK4VUzWU3NFJrY7EIzNLTkxEP91HBE15sXaYiAymStOZ1FKPtZ+2q0vm7\npNyyPMOsit0LNjW4s0Cr2WQyr3KqtwFxb+tAV+OGIuBcVIjWEYQGoOGqDlIOAqmzz1kjkWmHUgoB\nkSmQyQkZ3+QlY5Iv33+gqpEJkOON+TILJc5tRYR6jvLrtkVqBm4W1v3SKsIIAIpvXOSsHwg4ZJJy\ngSIW9Qg7YHRMyktwk4BMERK3jBdnBGrpOdAqzTcHyasPnx2xicgdrpQb1xtz6go/R34KktQrIxYB\npv2WwBr6XRYyh+61JaLarYehtwbd6J/UbnJgGpAQJ8YQtnGX7jBsYUgamU4KbLvhIuy251gsgSw+\nrXDEeHoWj4s8UFKrn7176Wy6U8gcS08J8Q3UJcLZwsOji4dL0E1N/C4BmDVbuf1kH/PbiZTJr8ZY\nnn9ySmAsiXPOXVKFOZ3iH0hDmTjcWw0ClnmCEuCwVmT9mUzbq3ICFouS6ugqgwMCMzlS9aJER+Q1\ncwWIHGcdipMeXuBXPkeydAWRmaLVT44sekIe6EHlC6khQpW3TP5EPg3GF2hVEWoFyc1dUSu4M0cK\nfipFIJojMtmUfqW/z8x6PrX1dUrC5wTrNkIaD5teZUVXt00O6r/xfYPkjws3qXsbfL1sXH4NDuFl\nMAsWQVX8MctSvnhe2RA2oASKtgQ+R6POpLperPMjPijrE3MU5L9VwY+KesRmACUmFQTDJi6mIkjf\nqp6wqaLpvZneoVwj+bQ4HXItzR5evfjXr+Mna1bFjDbgpPdj9QG79NZQ1rWUlLRd3jwXNsVfpNe7\nytPgZy0oZqgDe+WGn6v0ZvlxargvXtMKaUpDV+LucNlQGm0bUutitmVoej2tRtPfWqHZUnNAbBm6\ngJwvub5JwRQZNWRIHF19Y35hfGN+5SyW/ne8OV8yoFOEDjF3Xv2SBysu3alBt8IitRve9Lm/qfNr\ncRQvZGJMzlvEHDbEAF4+exjCp71zmodhVhQecjgN82DKAPCeY2AOGWVzYAuQH440tDNeQkybJIWQ\nfhq0xoCPsoqwgqHSg2N7dAmMYvOb4ueXWuuY6tNXiytr+FvdBuzCvDnEFnz4zF3EY2XAOx2b2E6I\nRonPCkJ43pLh4xUxRSdoZUfiRF2Wy2cM633XxUuekgjASsV6733SjJ74IRU5+fV0MUuUWp2CaLOB\n5hopzyfCtlJC1a9F1C+bt+9EaoVTRPOxAanfPcEydmzbVoX3rWhV40QdDzBfWoBwfP48Zl2ACyOf\novsoedxVwpdK0lL3zcxUChcCdq9YitDy7VaFPcP4sMqh0twwFs5EfvBF6ZeZgw6YKsbaSW34aTNI\nZsBqqFw1YCwf0icsEGeDyKQ58+85vy49+WJ+qTkiLt2BkHbA8yXzEgQKiQNwYnFWVFCwgCdzLEXX\njlbzSrlG7owaxR9WZDtwVfqx0NkC9Zd4/6VqWA0zYAKQMv7kEL6EZXLQmmk6DtZdEEf0mvwn2yE5\nxnZgls29Mo0TfBAhdlFbeutTrzlqPPZXPOG8Js01w1wlKm7bVnj3UQHG4Kd5qgL33yUwK/b2dEUR\nx34rdo/2Vbmal+/nPqwI6NAC/hMpHnSwvvquKiscV6VHWWHWZcfkQB1MgvHmPUTiLJohuj3p/AKH\nzC+Ob9v/IgiYL1GM9XKmmfdgWUH5S2cRCjAwbwwdDLiLwWTukntCbgzBGERsrTohU/dT4EXftVdR\ni3b9C7rY454Yt8eqAxBdtJiM1YpQQcnwPRpQDLxPbB1Hm+1nOnv8ZxThPr/Meb92IcxmlRwLVJeY\nzvf6yTwe82TuKsVNVtzj9g29Gu6iU7UgHrNp1Csi9JROdjW6ddeo/lZjZHNmkOu3QINWgRhq8LtS\nmxFpR6ix18vmGiwQ2/2iWolnjFVzoEMoYcqNdR1vF5hWq1holZLF++GpDvUwRXnCVauZF5ju8B3b\nl3rsxpjO3oqu2AwSQk+VqpwzF1Da+QSP6GSbjLOfshJpgZl9DXOv8XYV5V69dDsZOb5/avqerTX1\nQw9K48ePGZ6EdgfS8Tx9V6dyd+9dAq/FJVnhVGwGyHyuB7jCJ2LMzt0WriG3K0HbDorzxyXEfF25\nUHcKSFw+qBCxzf3Cx6NCVfdZSPY1r3obPbhTncMVEWmqyPNpYCWgia/bigSmUeoplpXtNgrXiCuS\nkFvFSJcy2aSh3L4wSg1V2W7eOKyuXN2+IWQ7VhTGiMLOgTuJcQFVCPE4xmx5/gRyR+Wltz71FKSs\nSsGQKcC/QYwPlGudNQZuR1olhwS4flN9qNWJFeA+dk+ITxEV3PFQAMQYwNxJx7gB5Obs3pR2w6p2\nwvKMQrbXt+2SRV08KoC586fI+I4+b4jq/gEOPSpA5lf6ZUM+KTLefJXQK12z1hrk+1e2aXjhFrku\n3G8GUNOQLAtd0lj1m5wSxg1Doy0Fqh/EEcB0D9ewAw2HGsYpeoKUYyafVZqqD8LoeF12Z2Q8r8Tb\n6K5MDvrJ0/nJLCvmIofjzODR1Ld5NzfkiXJgMK7OrNXI8eoHWsKeLHHGtosFbEXounZflkisQkx1\n21cU1T0n+SrPRiyULFH8Sd6yTbA/tRq32czONCnowXVremvq3u7zE8Y6+GAMYTjMCnKUVfYbcMyB\nSByksWfWf1fJ8onkTTtxrbLjFQFj8VdZS2gJ1rnCADdS1NkBcyzi/qBbWarc7E3XR6Ev4m0t9NiM\nZkLCwMTNkvPyGTqXOhBBGf4+XhXc9CnCR8cATw9LVofBAPpcnue/IKfDwyV/QpasarN6JumLYn2l\nc3/FcaUhVtMggc0YAnJPmeDXsLE+mc6DwaXaQw8QVMH72R6hqGID79sqs5duzu66xpcKsuTDIjxR\nhJTnFab7nr6qOL2P0QRD5xR81smGmbpAzCsm81IEaVtZJmijeimsRGOgb14v1CkCR+oOuVZwEKDk\nWTijU9QRRSrFD1INL2Jju0lYh6peWO9K7J8seRcnFiNabo/c2KqTBjiCrjwYS3/m7gkL1qyqI1RQ\nnfYcPt3ml/odx51TfnbMQM1HXGuKC0Yt3QVsuD/Ykg3kFqN22JpdOjMIEV5Wbsa590rNl7zorUE3\n5KPw+pc8WMPgpYhAJ/rVdo9sTOWshpHlltt6qoHkNuYC4eA0oZD5Ir4hhrBIPwgc4XjTWr6NV6FO\niwjFMFI4ZE6OmHudwKTosYaA7eqUgAbmsKmZxFXxFjz/uNev9nlAFLkyJ5njreFLII2lQhLkCBSy\nxOkjKluAUSNx9v72cNmAlQvw6ka5bDYx55jpl3rK1IEXzXclrpc8Acrg1O+tVsyHOfqwXF33ldD5\niaOPpGEyohQUMxdlQ2QuMMuJBFA3O66XT1d2qt2uVBXGBZd1aKUfBbpSqajoSqfEPWUDPXofZjim\nhLxCJlur7GYVGiUxmdW8R63KCVawBlXQo75OFc0c6mj1rK95JniFj4wm2ApZ0i+viiCy0CBuUZ6u\nXFK+YbJFQs44LLjExrf1CheU26ocpvhxH+6myudyN8+WJhhv8hL1Wo3vCXJ+XbqyyII2x0A2mTe/\nzr/4fLGl57E5S408DyRUgGt0A1IBB3VrZhtlnnJtLquEL9WYOSyDD0V0sROjRfzU5An49HceJGK4\nSiC665KTrR3ZTxdGbMJHHy8xkRN/A4py5fqcwMXYCVh3iPnUoRbduY4Y98JKPVE+2bOW4sQynWJq\nrGqGdR0xUkG51yqW3VGX/sW+hk3x98KriojdtzOsqtTdIt/L2eHmwQqHVmayqindeUD9OgbDRTTK\nzdDVNPOshY4b9w+q7yr8ZI1/3q0AcOC1c6a6ZH4NYJmeo4Y9aX+PtyqfwSoRPfHGxFMJu0DI1OdD\nrbmPUF64b2h3qdDMZd6CkxywCqFhTExrqR35IjAmJiavAE+3Q6jJrH51X6lvL3BMXWYIh6QBp7gl\nMA50dCW+jZYzp4CtRkMe03BEUfYhMaeQwilIEHbo0yKox0KXGgFyVhQFawJoge3VrxaziqSk48rR\nVTChcebonHDNlZ2atvEhB2UG6Vg10bYLQAciYTw8+tyW4TplgY12jdkyrQmImlbnDkZHN8HsbUOP\n6pYw8jZYkJ17wwpSoVhlI31wE5TWgXItGi3PimmX4nIAvACvQAn0Dwt+ajvEPl1d4TdXzQ4+dtjE\nXgLXxC2rMrPZqrbAfjRvCsIGVAcVjEvbqOuhvk9Q0vOvDoB2r9qn7yokcfTNrDyx4zKsoEm5Ob/G\n9Vcej/Gl+gnzGgDEz1nLsKdgSJCB9G/rc1ZzrjXu6Cp0jzOtqDR6j6t9QV3oi4mVzNyzbeqpWVkJ\n6KNDFNP7Nu0xslOLCAcFEn6OQOdtCwZX/XyhhFVWGGf6LUeCiHnV3rRP8tDT1BGlZiyum5qKOePx\nmpWck1VNu0psMdPLK+l/69DuYWwgp+G8Hrdse1NdK5xqfc27SSy8L9UvkyG1DE9vV2wdHool5gpp\noiI1hxCwC3IDF/3YTdPhtZZTzHw4upKWILDjtGq8wn0VCSrl78el8IdLivfLz9cVz98DrmWSw91O\n9so+EV623M8HeKULiq0bY+zIYBXWw55F146QojugzIB3xSNoOxQM1r3gHT85ulqmBeH3zBJFWAOY\n2s3kKl37XFvN0yYfy8OWJnhrTu+CvWp6RVdzcBqayUNdHHVmM3Wct1yT4RiuDxt5RvbmS4uIq4BW\n8JT1Soy1WfFm6yS9k2GtZXqNchzmoGoheim0kJSmzvdWMNsZfxBmtqdfGNfIyGJkhrKu4GWtnz2s\nOUyzRq7IeuY7sikPH7EIAMOpu2LtP6sryF/JAxuTnz6EtRkBrd3IcNTlEq7FrlSXmOj9WxTzv9Yl\ntUUfYbNX52lXFRPeBhD30tvPyLYs22w5959y5Crzn1Rwk04s1iXusWpdaGFVkaehrjdB4LIwWwD3\njxH4OFe7lHNvTFyl0AMN8S2ETgcRN2x/zuAYsKo99y1lUY6rHHVxRWlVWtgb1NHV4rrYARnFe990\nvTcsnMBG2GJbcsuk9v4jDdbvKygZInFsTu2GQIVHlXLxkL5A5wi5PirfEI92C4Gvm5boHp0PRq1n\n84TnSp9tVw6etktscAud8RVBTB2eMigm83EIx4A7ndpVResr36Y8dwpFJsj8AyR5/00PgxTZ8MSE\nj96ZH1oDxjJV+kxZlEiIb8KsMsmR+Wd1jAYR4hV4jpSxqJBf3werASKosykD57VeGnx2Y+hUnZY+\nhBcnIZdu60Tc0NVznFF7DpEbZUYGdsI0JuWWAdwDIsA3L9+RYeXG7VszBFsCqeyBTVpQdWvdPoFo\nOWxHPqN4aNSFFq2f/idNXEKsdmYW5xZRkHt4bFLIA11pXNQMl6j3c/EPdDwUCyG9CmvR5S+q2WJx\n4zm6ojmoQos01/aOrtb6VhQVTxx+pROrdqFRGPSoS7bLKUkDny1ng0U361IVoqZpyouey8EMu6hP\nQ4E+VihoSUod0dlt8YqOrroqrGPHSFPRxoK0zN9gMlBww8nMB0Jtemer/mJaChY0BGCtpjfc+eMZ\n7mamwKMGB5sBXJwrG/21Xt1ZtcKsjaS2QYBkskXDrgQvDOn0HmZP4lVvsiS1TKxgeUjIzZgfNP/2\nTSHmS+D3fAmI8c35JRpjhCmMYaliKd9uwFqhTK8IQdrZpRwCDLknr9Hg8rLbQjcw6wE4hLWn4jOD\nIO4kMIsd8tl8aW4vJaUXpZmWRkmftxu5EedsBNy3iQMOkVu3dy916RhOtWSIEy+IHwUdsZVwbzHC\ni0A/wbCDgKA0SS5loQwbw8I1rc+CJPrna4d1Xq8oBDsFp6vouhzqxN+D0rOUqSSV4rq8A9mOjj/y\nJjVVMME1FeFh6XCfVtSvFsHMMwSDvg9nHS9xD5lhhFUUV8goTRxViJhmFvpH5pyXBcm7BwurYNv1\nq6sINZ9J8fMxAwyY+JljGvCDiKfGVVrtnFMTFMSuBHpi4H2DN8YLt25GGi0O4MYY4I3x5hDwkkmC\nkFvk4oQMAsP94bNMgxat3pgZrdYmCh0Pie+8UGlYuGfEA/Do+IrGBAl0NDFKVjVsvDbQYYKSAQ1r\nHdRPrvutbs0kplTrlleu4gJuRmLvLW5sAjPV2UAAi+Nqv5onb+nnC8xKjBW+TkdvdQ3IyUwikZ5l\nsPqBdsMJN4yS4H31MfSEqQijItbSCbH0s4OvAgi0V55LJK7oKmGBIJ/glEklVYppT+1WoqNYmd95\nIo29eV9/eln1rfj2egdQtRiGaCacEhfCWIBRoJAPqKVS2Mb57FXY5afaj065lPu8LSaqQrfWQPUr\nz7nZwq35pPNZXEfWFVi+GBB6Ku18CYHxJgj6yixQ0VVAFnpH945V96XrtkfFW0gOkUFMNCxln6yx\nUwWXCJDL7LUWCbUpcGhIsfW8lAyBqvRUCtWZ0UxUFB17GtGUlZoTDJZNj5Rg8oLcuj00+ZIROyct\nZWW9pIa1UTBuzBfEESqme9YVAaTHwufoAzd0hYc6+VVlSXK0c7yqfgvOn0eai5pdBH5P3XNJRbQn\nLUOgA7xTVpTKWoSTbKyOmKqAA0jgZVrCj62puDCwFEN3RebVfXWu6ekiZDJ2h6esH0ppkVkK2mGf\nqhplyyu0SiE4r1/zYIkdQQPHfyZDZMzWxahgeJdxbCBvXhS+cAt4675UAkKGTNuGysROt/E2nij9\nusxwqpuKpC0KmS+In7xzfddYnWoaXKrqPGCswtG39xykOebFhMc+17/hE9p50gKnwmsF85OIUCGp\n4o9lhrGgK5siDGVZsoW7jnaJSDLK2p2EVj2qwRTmaZazePgCV/UEzfw4ELSodjYmdyIh4hOapf+0\n+5JYmZLX8IPDsmyBy11Cq8XsPSivA/Cqz730gq8cmyz6K/TBwVXSjHES7DkkIow0u3Ls+TQDrxpH\n+8d0pNV7eHzu1tRp7kpkgYAyt9osqKs4gX6u2mjvi4weqil09Rwnfz2YijOseQgT2cGie27SFu7V\nrDVaeulyswsb/bNqDJapFgm7Vcq1/dkdXY23hrMYtALMXTRfXpBxQ9rQ2IeurbAjYyTD5MvouHy1\nTNUhrJEAadgWn0H2OLOj3mdGYLWWQ/owAJuyiVX3z7VguE7d/OuHMbWXvnsCIjKRy9DpAmD0S1YE\nko43WqQO3Y5ag16eQ0j1JqvGhtpMrfMVvLJ01aiuUrG3nbg9X97x4V6258du4gmWnhKiu0KrSNkF\n2y19Uz4pHk6SIIJAzPkkIQkeaOj6wEsJMFplr3Fm9XXJwociaZn+/6fsfV63a5r8oE/1ue4nTPB9\niSYBlQn5DxwGwY1/gllocC1mockgigF3ieBW4yYbESEICmLAbDKLCIKbIGQzq7gQFy4U3Q0jk2Ty\nOvd1ulzUr09Vn+v7vPfhfr7PdZ2rT5/q6uqqT1dXV5+fs++GkD99KAen2mHPAOI0aIGsClL4MQ8W\nQjtF/Elt8/SzAsMjYcFhzPDb90ReIsvcUwJ96+WuLIj16SV7qd6yInzKuWnDZ4ledrCNih2VHgde\nL1/c246olmy1MZGy3XNmJrqyv/eWzGGxBFs9hcvm3hlYKrvpw1Kg4zm6qS3E3rssYsjii1h85THI\nhk1Il1T9s9gxx2yZ4ObsxOWJBmuaal/LjoSzyoPZu0fhExPOF7nCGhKfKoTGsBr9p3ZR3/ExVUbN\nrLthpmLDm+a1ARWVhQZ3hBrUpiyjlqZicsD19b6AVg0bHZxp+/M7kaNk/jLUhy8zmX5ZLO5Z5GTC\nA9ZJ79F5v25S3mR9tMH0lPOmL4tUndwuk9noxFNL1uOPfdG5N1xEVIv/lQjifoQgD1x6opzFoznq\nTuXeKxciUhSilY4hYZZFVhmmScePqB9ZbzNi0Xb2SAlGxEI9yK29mpKXZraI/VoQtDxY1AqnhM1S\nSYL4S+2zxTqax2hXMFYtFybGShGS2AgmD87RMrTZEDP/fpSWV6s5EDRGZTrkbX/lalku20kssHVG\ns/8KQDbs4DZPGJvbzQCPlLJHE+opUaeOABJmOZZCNcR6X3Nd7AmUzDsFS0/u6EN5TAz08dLjwxdX\nup2MVd2JtQ3RfniQTZ2Gb68KX5MShlNNDAjlgGTJPlesJADe/RfZFtZdKUvyfknCMCKD670fHWDd\nsKDyCmTmPIPvHwZYQC72+GKnH1BDSxaazASwfAftpSqQe2PfuLYCgm9QhdxYt0JEl+7tgVm3z+sC\nL2zF8j24nk4OKnZinUJUdKtcUBW9oLftN/yAh+xx7ejq1nVMXku6AAAgAElEQVTvsL6AbeQMHCiu\n61YBjWc8AQdVEmUC1Y29cA4n+525LTHhYAWCS9Yk4ZR3UCVSTizAYZNQ/ohBZGC6Yk46zxrHnnNc\nBX0hZ7ygmQ2KNjzZMS6lhy6gNcMH8gkEmJlB4iRR5Np5kHdqIXtH4X/tN3sjxBYV29SGivhbCF0R\naOCCZ3PSylbN41d8/GpPSOiXyphCdTT3VdbQ39OIbPRUQ73pjK7YEKZJ/rmFj2xygOwnZx5/SMr3\nZ4gGgI3r5FFreCVYp3Ba7X3LXGqKfvZXo0QAjGjZo/7ni3CVR2U5AkCuANp01vUIHOuILYFRPQrI\nDdSO5IALWYSXlTNw/q36orMI/bSc6cRSqQ0NZdIkvGikZlyQr/De2frjxkO+RZclKY6hVTIRqgQu\nAbAdYwngKjGD0+0M0xB9eduzVZFkT0nwJJaB3CtweTnPSymSfpc4xCwyAtQpQCEDLEXw/W5tuxxK\nPHgewspq4uPOnIe53+P1MByaNRiuqfwgn7zCcnzVQpD7wrpddCdWHp27Al1lVoVUu0NHSWNLGawx\nPLtWVnISUz4Cf9eGWJhd1fOYRZbJOJtAZV7iqblUqAl5/WAMlgZD3MIr5MpxrAh7h1gitEOHFPHY\nZf5vUYHeWBvrjSWqIkuhtyclNpMW8yLsDdk0QAV2RuHaCsv3oorXArZvi7HJ2FbdcaqTo43YTsjh\nVp4ia4vlxxJRLKw4pdG4p8Alvv8uazudTIWl/HtuBirfchTVxFiG4PZeGqDQ0FJbIgwOt95Yqd2f\nOssh10ftrirnow4KOzzlV7eo9ue65eF+HNGQX6Pe+AkxXEtLAYAuQqz0Rq9gh5HOcWAnCSXN0stz\nHQ+gsGpAqehUiGHnTD6VVR1rqCrWDPyAXANdcUm+umPJbTw7FJvVjEqi7aypa5796PbXpw9p0g4V\nP9xXnWbRDA2U9hS0eNU7rhE5vFkcAzEkoZjz4UoPXwkYxy+nLtb+ioNv7V29pBt59nX/zAAJs8QN\n2ZHj6tb98hQD+ypHiylZifmDKmSR2PC+mB0fDtTeJdYfCXeOr9PZh/RauZtKmpFzKJbYOp2CwTVR\n2EkMcWhguG1ATqzGkRBXTFzF/oMCJYjkRnHbg2YRnqF7slqCSAvP8oESYFHS0U4D2XIgQfxdjglo\nlOWKM6Jf5Ox0Rk75hnzjMUi9ow1yMN6iecB04Ty9sbelP5g/sbI6ekVzM0FwZtxhxWygM8EBgrFe\nLtNixTPltiRt6UKSHOsfxtUKICIcpOgsWRLCJW04BA2j/kN31aSdSykUeC0fQWUrlB69fyRNA0KA\nsxLORCU+2YevEsp2+O6bIveC3rq2yAW9sN9Yb1zQ1zZXlIrIEidJoUtTENRTcNmoEU+IpbkwskRV\nLTxrkusgI7xQorqjVGCsKm/B+3vXdE1UsLadBGnfbSfmWBPUYALYLyUhMxlHH3psvNcaZSmFDQj6\n3XQO0SjUkErz7uWaoLnnE1eV6Esl19haSKfAfarF4fM7EST9+gDd1Nv8cCW3GqpTQHABW3VTFEkM\nm1zCaDWR1kgjXd4azZOej0fSpoalHNPNtKTxP+I9hAuF3oj/k13hF1FDGyotqEE/fcQKp4Efv5vW\n25A1C+T8srVtbhEgqnbdMcSw42hVpJZJlRRZ+DAkRRojz9khQ6sH1JL01BF7T/b4i4uX8Cg+Oh8s\nuXqQ8TL2jzX3VvjNtFsTzJweQSbGvwDRiZbUymJL9ZJKpRiN0iAPcFeKM0d9U3Up6EWMTUrSP+Hg\nInsqDpZJpSB5yIxURwMJj84tmSnSMZkMLCQQxU4n0JdX6blh3ohXY5e4huKtz27sBaJY5rSo6aTJ\nuZmpfFfCFOE+lfZqFYgd5cblaaFQaQBKmnmTpRW/ZsnSLQ8WPR7rd4hLx72oQfpXJab0Z5Q0YX/R\nfG0tjFAdor0zTT6vYE7+RfEnkRYX8K/2E00dWdtUcwZ5LHvSeKZCxZd3BO4YF1K6azJ/SDXzjLzd\nKagvTs3A0Vd2vfcPAKwdiR5iLULM+6LqgeGR8i0zTRSXlih0LbkVori/e6IVKHDjWrpv24UggGJD\nLs/G7q28sDVys1iW9uxfSZeDOztC2fhYEOFYe1Fg30q7FH0VUEzJ3Fuuhb1RUe1+lnSg2NhjWBbh\niKzKz0qgJAu7cgvOoAMXrhnm0UEtDeYPIluWAayJ1cbVBCDCrfg6Y8i8TgOmX9SfQOP05yV6iMZ6\nHZaq1Nw5kspY0o+lgPuQtqQceyTESJQSdrrcHj5WeZyRRycfPOFF3Nb2JYNK4okOAvxVnIH95MDJ\nq2bwin6GBaOeGtUUdtM+GBZhA2aqHD7GmkaW4Ml4BXnL0otulD9OIptx4maetoFYPWar9RM3P3HA\n7oFl3IeP7O3IIdZ9CpokQ+pF9GyTgM7JB0gq9IHIbubEbubs+SA7p+zpGwcKXe0LGqBHzPXS9Au9\nwgeOLVWnZNTwyaQPrpLci9MYGKYxIBQjPIqd8l8LijGf6oOPRMJMnh6RK0k7QeuPLGz1mbkd+B6I\nRToAkVwbYVx9ayFI4arC8qSskIc4orHBRDzdEWq1RIQWyIl1oJAwMEGqFjCtCeHTyBrXwxzg8WK4\nwJLZ9Foak6FIPyifIbFHmczfphc0gSOjK1qAm6A8hlWqoxkRJY0/Yz4M4oxrHSkhRChMHibzwXCh\nMc013p/YrjI/vEKAd5DSlOsPLRFuHx/ee2l5iSpR6B/8/v2n/8wV65I1+Ql05YBe9EKw7JalESKx\nYqRUk2OYZBNWTo/g+GYHZsrOXbK3Xojc6xbHFdVsYKn5iiy/VEQ9X8v9WOmkcWSmITFwGGQf4CoL\nbW0wHFdZxquK15sn3gRbqhVZ+YwfD1P/ZMjhUdscg/V4ieiOZFr2NSmsm66e7DBtgajuXql6Vd53\nsYtwpJYApmKQpc5Ke2fiY+QoGsuIbIDDSA5jduqF04iRIS+ldmoNoTJelban6h4N7C8TChTxpyXe\n6d6saouYT1WNz+zhM4Z2jMWzz+i4ruMwWeEmf1gd0oYgRZnEdIzV2lAuHFoSbXiOdNbszQgERls3\nHnwh7h461Fciks97Fkth0EepeGzTIFJJoISbSSB4T9omw9SxhUbv7MsDLNxEuamg5xJLKfU7lQnR\njd09apFeKrfl07LlyNgwTfuNXWuvcEhEmJR24RmGX/LNjPx4+GSkVxrOME6ltU9ThwkU0pTa4/7O\nBeyYGCJ+DYylC3LDs49STJvm5E8KjoMMcGses18gN/QFgU//NNFG8KA8bTGmJLJ2pTcr314f3Izp\npMGmu1Pd6aTTbkoMp+yVR8Ui2kz6p0upC/Jb6ufd/dyrdVnTM/x1iFMyuSsEIrXa8eDAi/PmfZ5J\nT0k2IVqsr0K6JYSEnhnVNTYIabOgx2Kwtu25Q5wvns/8UJB7QlJW9Vzg//jf/vg//Wu//w9/71d/\n/3//89dPsqD/6+/96r/+L/7wb/6tP4NQRLbPYJmJthAlkdunG5GFweM1bR2/veJUbrvP0IymFQvo\nhq5sNn6B3UNb4QxTvTbs9E9rYAu3cvAR2b9QKisIaAJyLLQZzQHXUphrP2PUFnH3fc0OwhDHV+6O\niXDmZUhubQX2Wmvf21cJHTIyNKRXJ3szlP5rVFcvD4xlqsyFmsdB8cb3ZkLgeRFzVlLotIOSaiJp\n6gHgYky2AXnCEY3Iho6KRKl4GYPj1VXzjIUneHSMS334y/Ai/TdzVIe2ZYDCj88PsDFTWASMOaJR\nSXdDWgfN3OQHNfdBAc2Gp2JFenFCnAhcPkhXuigCXcVIpW4i2Zm9RrqywTKrZ2Bi7fUw5WjVZjGl\ndvmv6btCVJWP61MDEV4Wj9pR2+mzX6IXGOvw8lysBrbXWi6oFszbY1nWpi7Q2D69VW7VSAMxVgAh\npnxrinwawkBCJAeJ9nicauNn9UvGBbN5E6oZT+cECML90imp9VOx2H9DAG6u7Exo8ShsCJCcVHoW\nxMazx0nZBIt8xO0M1ubRyu72Vc9KoCvvI1TNTep6bFb323BJsgVjVJYtUECQmwD4Yk1B8qykOnyS\npt5r5DIEUo0s6rXsxKyN28I4Br0kOv2dQG7d3Os3wh95eBpt25sgiv0C4MK2u8hlJRPwMT2MjAWw\nIHf7jTFHPvCjiUZXCVh1iGWn/p//x1/9jf/49//Nf+uX//D3fgX4Iv5/+1/9o9/6l3+KuCUTPOs7\nXdBL9gW9I97n0Y7HnNP/qsp2pcES5Fmmlua56XupXOvGviBQUeyl6hFUHvCuoipL9Fp73wtrY68N\ntZvve4ngcvZYMtN2TnOmdWjbD9FAXHaEooLKXQAIpflX+tfYToit/ODIxcp4NT20PaZfFeta2+n3\ntocm7AQkwRpv/NnFx0ahVayJrnqlCKVjFl7j4E3EzN0KJnIybbVreaUZ0fgs2gZ8KEoCa3hAEHMW\nqK6NjTSPZs0aAZ84svNKIxZ+ehSaKqn7j6/W/hQefirlGcUKkGGWQdjgCQ+0WCcgTccqEsRkOfQa\nuxaKZx+v4fbzDzZMdNJ8PBw0kJafBUBOjrjJXSRoZZQmsnpgrGpKJ1g7H0vX5E1pT6l0248PLSU9\nHk4OwVLcXb8nt5uzl9pr3WrZhgNC1WY6jQXlMcD9J9886OuAV/MtaXqwunupWApkhj2lUVLsSrA1\nZIDWFwxD81saupKShI8yEFE7kp1+20xWEXe8gktUPcbAnFiS5wJZWKqGTRqDN7QRdxyyfTZxX3Qn\nOkveMUOQ7lZeBK16c9pVbLVWfIoKpBr8xYS3ki2i2NQ7+df0WmajiDHk4y5nzRnImOolezM2dboP\ngwTGyY+4tOExAkrYvuJDb8tjsXRnlhhQS22U7QXPxZGjbIgc/f1IBr86Cr8Q+OOSbXv6Lurc/VVl\nj/Ur/YXQGPpX/tU/8bf/p3/xj/7J/V/+539wyV6Q/+f/fP+Dv/+r/+Q/+1NOs6gCd4iNiC6VqkrU\nJmMCveKMHRcGNctSngNCIaYW9PJsTXtBlm7BZUgL68a+DF6sCPbPYLI7EoFeS2FZ6SLEyv7eG6/L\n8c3upovjpbSnMxCS8npE/evw81ZQl7a4iAQdGWstSwBtcXQ+AnJ6HxsT4VbO8l7ANclDwJY/QE0W\nykQqEqt2fdVyEN+Irjnmgd3sffbTo4keyysKqLQJelYWJsRtSQz1hF75/u5PPl6aoE0b5Gs2LWFf\n636ZlSRVcfMZhVijwiKWFug6d8AmR1cUUjCw2oNDSNrKlKQEZpPTkPcd+IgQkwfdEE9JLCMymE6A\niwAARSelBGtWn5uZ9A9TIr73fvKzh21VYXxloWVIBXoZktyxP6D1Pv1fIswrOTlNIdVTjiuJyNCl\nPiP8JvLWOoVGKwlTezUbTgcZAkFL/KcHiKRRYFuQ/N8Fiq+q7YQa6QkKYME+SHwgbksTA1i8RAKO\nUC0AwbLIX1D7JFbYFWb1gDuh5pBmPrkRGRNc+HxMhzhp0KyQ5Rv1m0dwFBuS023whK1EnmgA3wvr\nDQNtsTAYwzwkIXsEc079dOX6IJUUJeyl7SfwYLeirM36oCg3Fd+herL5HueUXbb9JgZLmvuN4EIP\nwypNy9w4L9a1MlUfvyXn1jmOJVSSCYknaMhUEQNdHUpG+C080wg/3CtAiQCwuEl+/oeC3BW4sV7Y\nmc9dSobll7+AQv7pP1EAC/oN+t/9rT/8C3/xT/5zf0r++n/0B3/lP/zln/tND1rfPRZCYpKQXYnI\nLKp5vlQOPfEA9l0K2daz1GKQQlHoVjU6l2yBCGSLrHCywDDW2thLRbeoiCyoimVRDv6KRUepx1hz\n3BJqXY8DrRKsAO60MxCT8dLSH7fa6I2VA+KMOneMZT+lCjgMD8L6XKL97OqH03gG6iqb1QwISpCG\n/RiXdeyhC1rVXoYtcyhuUFAwm8+hau12xH3rUDLd7kYLarxhDFT3uDgNAs0sgkMTzYYwLOC/0rRb\nIORolPbWHVb/4V1a/6S/ZbzaFKVm25mT0qp0TABiL57aSxqq9WBocM0gpLA9LmKg9h9Nfmbj8VM5\nnLTRwPaVC/tPoznSKyQsK+PXrBzBcLSfhnlzNBNPZXaAJIZKEyU0V7ZgdqgscxonS+3U8y28Ny0/\npLW2NYV1a0ZKiYb7NXnlkuPzVF2CdByLhA8pJn82BecMEW5+hL8mK3gQF3EolRJhEtk3zaSxz0BH\nx3U2lgyH3JY1VbeOYu+l6AZGTvlV7TyciyRBwD1bBPA+2SQ+BYOVkt3cMSgsW6lCbkOZ3qfamRbD\ntpSFPOnFxl6AxbKkVzq/QPrukx4Da4HHX2O8SIGqnPGOfDGPjxPSGZiyI7BDvZdKl9nGUl/8aj0+\nD1o29FXCM0VxVV/zpTnMB9lR8nXYuLaA8sNB7mGrBPp//1/v3/07f2R1/Wv/xp/8zT//LeVhQf/x\nH+6/+z/80d/+3T+7gH/wv/x/f+nfreQHbywAvPnOEiikObhjq71Ad42sNgCjhjVumq54WbYHlwBP\nyXKtrQD2EoHmqTVrY2OL+BJhhIpfC6qwRFZ7r7W2L1POkCmPEPdkEJ6or/VwB1JtnTEbMu5UDSoq\nyKmjArIysBy6RSIrgfaJpBdQ2dFtVzoqCGN9WgTsmI9jR7uNcRwp/BWhT09fXXz68FKZBs8NM6Bb\nLJYfw3Qt0lxHvGZ5TZKmfFEnoxzaROFUSp8Agc5fRwPzXbJRM9HH6wANojEjOevvaSx84N+h4tmb\nooG90O2ZUuDto4oEGaFYp08co2hSkfZDiOv+YOjKgS/nfJRbkuAgaYhVnmq1thpcA/ZKRkczB+qs\nIZT8jFfzQ0r6vZGRn6WVT6oc3wdGZHeXxR7own6JLl3fod9UzFveg64Q8lxMzgyW5PfiNbJqERO2\n1cPnrwq0gkQwVmxdVLI3mYkU6LN8FpuOR9m4MicfrNS5NPMkjeVTQXjJkzwGNzaKo6skVvsZBllc\n9kfXeBTEYAJFaJXtz8ZmeECqrOgsh90UCcDArjl78PRZD61ITHYnlv2WEpimIOcTD7KbryEOE2pJ\nbOG1ErqqxWjaVlnxQ6gO9SZc0YRzTfD0hiJWXYkJMkSLhS35nBwYzdTY54hI/RpvLHQlXTL7q4on\nQ4WmB8uUesTa1/WjR+WgctHhWni9cmKXDASAJfq7f+ePfuM35O/93X8qwP/7B/u//2/+8V/6y7/4\n5//cywLOttb5EFz5rUsjrXE2JAXM8l1d2JseHBrVxACihrF0i+VlsImZisra723nT0uGfr/Wto01\nl2ysde9wRKnc2087tAVEW8XbeyW0SvAUm6OAJ8zExQYu+foySpY532idJ4Pf1fxi7pQ6M03VKuRJ\nz6c7rbwlTNDs5wp+r+6jkcmdMuBCfT4F+VGDIEavS78AvmsS4aN2S0PZksqH/wH0tGi4/FX8YFeA\nZsBZ4eOlx4en19lXMTWXxvvn6mQsMtFVBx/oqMVOUnt0BJoByNBUwCNA01R7wTwyLKRNQSl/ClM1\nNZ4keU06lePJxmd0dbBOc9Vy92K84tm5l8XMTkwcZj/muyKLWCP4ECHmW3tdf7vmZ+kW1JfjywHg\n+54u2VDZWLdswXrrFgsn8pSYrPfHJLt91RgsIBuwwvaI5w+0/mJ0xSuDOlbuwrnVTOYwUYEY5BjW\nCYAGCObPExazJum9mcgSAYAKyEtnewApb3A85unvM8z8vMgdq2yAiaXQ2QvOihiDmvK2PT5JNnBh\nd2Sg9YpsRtZ2EHdCB0YkjMRJqsOKlorgHnqY0A64R0+jQrUOSrQCxk9RaXiI/NCC4nDS8wlyadeZ\nrHPYxLQWpebMNbJx3iWLX6yGz4aTXs1HilTgddFRctszUdX1QwBrQZfsBHy/+ZvrL//7v7hVbuRZ\nHQGwgN/67W9/5T/4hbd945e/XK9XiZa5wCMK0/MsvBFHEIYuss+x0qeqWwUX5A07PBkX9luXO8AM\nXYiK6oJBio2F9/ZqzRkPrCV6B+ZYnoVBl+BaG1jYG2vtEFlL3KAqaimcVPZeOxcHmUEqAO6dofHt\n0p6TPG/WZzzGSFHkuCODnJ9CNUIolw6MpSrJw8rp1V+X0e79pmDsZNR0EycZmhirk/v09Ut0VTOP\n8aDZ8qW6BSuCE9vwC9sDx1hlcfuoKLQxyEAbyY4WM/yIld6uOw/NxBMsYCWZrdamJh61/LDujJ8Q\nWqaVScoRCbGEnh1vCX1X/oBclpVWYes7WlYTVvXBh/Qggs1tKtNslx5NjkaVnv0AuRLzIVo6rTK9\nSPmOVAH2gjB+koiM4S57AMExiZ/Xk/Ta/Yy89DI9uqLkFgI7Xg/YL1nfdb+wbneu+frdoETogxwE\n8+coI2xRJLCUoFYGE3Kl1ZEP6GpYwbB5jwBroIpqy0BX/WY9DjThiw+KiP6x5rd8FiSm53g5KXE7\nNF0U6Qk+DX9rIGoMutyFJs9+7ZaixohSPcU9nhB05jzd5K1CyehehtDVpwmPKFr/STG74MtQg/TP\nz80UQirRKJPz5uHuDWG2s4yNFgg3LQd1mILs8GpgRK+2vRqjK/v9g7edlwf4e0merRT7B9lptOeA\n+Oq6KiM8pB02ikBCdf1Lv/3Tb/32T/b5b/6Nf/QX/vXf+LP/wuu2FJLuploKuXXdiI2BNsOKlNQm\nn8ssvu4bVzTQfFH3Wy/LAg/dItgqWNaibVUtUUsRr9jAuuPMb8+MpYDgVhHgimAsFcXybO4KUdG9\nPXED9jJgkehqM8iQ8u5YZoS85tZiTJcSfXhg+7DdEZbuFsyB1BZYhJbTgMJYJc7pMS8y+INGX/LS\noUO6vqnwpHyue0l14XSVOTQkxNAf1KWyRSOiQqC4fcVEOG2dQMz2aGzWEEJCpLWHek1/RpnbUB8I\nbZIrkhp6FpwPbGSp+aCwuL1WrODRgBrMim74Te+Pp1pepVgFq8el+C/9RYLSJmbWq1UMobjHwlZ1\n61Z8Lq7SQ02JS7SCGtvYlT7qXuABuBwbABlL8Ut5Ss8PpP4djr2KKB8Uan/8qHY6xgJOueQYFBim\n3YpFF7gnZglgczjsF9Z3bHhUlg4bmoxia2QdfdOviBl8b0Ipo9h+rD2haLNAT5CozfVzuPEd0LMp\nG9p+zWo13sg8rM/0UEJJJEgdTQth85llpsEsGyyiHsObgMCFMy10KksFhygnq4XURWqAFMUC6xmr\nxA0nIZegU9ErlE+qZDL26QuquvQnM5Mm8CoYZU+khyOpVXRchUBaBINqLVVoEbk0H2EsPPTvkAoV\nxCl3TLBop1/TX0Xk1awyez93VAgK/zHxSflg47gzGiVAxmDlIOpP/PBZhNmW29WIvzG3m/zyl/I7\nf/WX62JBxb/z7/0z/+yfvuzzxlLgVrmx3rpuw1h1etkg0Vl6Y23qNLE4AdXcBWnLR0u3iCiWnYXw\nkv3Guuy0aajYxo7wWln15oTaluUBqo60BNi36TwBgBVJ3u8t19KtMOCVjPYuJqjEmMPeZ5ESjwt2\nVDJaFHBN437AptYlInbOjDraCpdVFBNLqpqwhiPo5UhJ/0TPcaeWJmlwehTah6qSGMJtpnODYrXN\n6nZmTmEsco3wbDUrsFrLcEqNKBcN28id4UrqTwC0KsRmAGXvVWRyJDR9INfhj+nGTd1lVZpiCHf4\n28qud6QloanzVw/Git3pXCxnPDk5rl/p1Ry8YuqmDEBvbXmM+lxWJVhHjVLy0+hZD3ozUyEOSPQ8\nJsqsVm1E0oSDAMb8f4Ba4kyBLdcarY9alwkUkUuJCxCNIEuTs2qA5ldUWwECgV5sGHS9sb/R2txg\nBdshthB7TuS4mWE4xeFAOrHC5Dx3gdSHCe/y8yDyHPppCUYruNgXVWl7daJJNoGJ4cxBKDvW6WL4\n+xjcFq+msNCoy/IhxnHO6wMuj1fs9YEP3My067Eam3mk2iN9VOJnh8DJq3qm/5Y3NfraBw6VPFHX\n0TsNYaT3d3wQN/8g7KJjGQ5u+BvQfLxYmPO9SSGNqHNu3NBDqkpGV9l3jxsXhEiNVxVVB4+T2hfg\nDuCcL7FH9gy4/uJK0dq02qWuH/yNv/il/M5f/QUzRyH/9u/8Ar4eHZmEfTXQmLCYJ6oBPXXtCIdP\n+OWtsHCCOpTQJXmJbo2leVGoJRrdAEREt1ywxA3I/Yl94h0Z3sWMiLKHb4mjK0sfI1i2oF94JYCa\nfjpHOZmmTdgGVi7o05cguw8p6tyUKMEjIaLyuK927IypdC1R/DWDwPia2x5T2SXGYuBVheKVKKWQ\neRHcwWelDGPFcKoxjBjSMYQMUFttBcXGGGZ/jx72MsBWKkfJYCMAGa0Sv7b6La3DIwM1XxD4iYhh\n6z4fIWNfHzoy4GzRo5jEdK06h4EFn/NFSaVT+FJvVndpzFNR0AoZr709iV+yLvXUMUueII9xVTUE\njtgSd2ZPcbcaIuSg2mkTx93BOruZ25hppjvcV434sJQaefweui9eKlK9UAP8MNtKTiyhjVqBgSpL\nQhkAskDZywnfn+lH8lMB4LYMWFmhZNjvdMU9XfUT6azTXcFfB0VVgbS7zUWHbtXOcS3NBZ6QK7Rr\nRFll7GZmaRcTe8FWFawbUFurEI0xYmD3kQlZCdtjl1XKdZLWcSj2gajopkCVQIlO/nDxcV8UKo1g\n067OluCdivaBKf7ermEAPcdvf3sJrVRgRsrnDGbqHZptNKYxGmxCbksEJweOAZ/cVoS6NktHTcgp\nxERXi/jZha2mxDS+GJAlwS9u5uxv4P6RNA031g1c5TetoVS23G2nZoLQHX4ygd7mjtK1sW6VjdoG\nmMiD0JWogzmhttdlvakChfIeuiVbse54cNmUX9fLjczCunXnZkZN8GFn0kic6Bzd435N30YdIepr\nbXG0YWDFcZXu6OFgBXFm+oOGxeGQebvJoU4ZMqXb2lwl4TonN/zVWiHcbloofJuhKVF4oCJEk+fd\n582Ap2zNx+gz64My3fFV3Psno7NBG39cXEoZ2FAXzOu/7kgAACAASURBVDHsrw4s73dWqy1HO4Q+\na3ztzhIq0BssB0P63zlNjGLN1UQcGrjKpDjLVOEoxmH+VX26/QHZmlKpiGP+sm2kNfwn0zUEnryJ\n4SZMA4ZUQ9xEIfPzuFZ1whQBEJ6kvPOk7jW2PqT3JfW185t5zkulrJjo/mAvc6/hv0SlWX+SaoU4\nAEWaUI3r0bFBZtLZ4Qf2dWMwzM8YKaNOv70hb9WXQCrQiuLZxTTKV3Zd2gfud+T0ncRJB4UhTkUn\nqtOfDSrVP0FPRJErPx6DxZVgWHQ5iukSubFN9S2R7fM0xClsJXfpA3o0oqaXFt2XuEmQBatPCUIs\n7V+GG6fa+bIXiBE5mJ9EMcaC8ONUTHIUUHMUYSSEa0MOgP4uVKtTnE7xKLWcS7ece6+a1iaHGsys\noU0rFcodwsoWcxQ/oD3iwSSV+pdltckPfX5JHBmukCv8WHndP2MVOzUaA941WKzDiko4b2oFCnjr\nUuB26yAAtspb18Z6q9xYfsqNh2EJxbwbujKLIHeux5axMy0Bxb718ih4AyS4ALUw9lTgAizZGxJn\nMi7zY72x1A7DsbaIgvJjAb6m5r6MAF65E5Dzc9Yhyq5HRKNCzo+Vj/OHZK/2m7wYV7keEl0poSKJ\niCubYAhQ3q8s8TR0cydglqYSc5XzBBDeYC8xqnpWmXBZ1hwVn9RJCrsEV6RjrFQtwQdlX3G37sLa\nROl8e6aVYVZ+1Yj9Gr4obnro4zHpmTDitLJhEuZPHRYkMijVzDUcNQ+LroIVYwmZCq+v2Uma7QzE\nbhsbqDMju4Gy0yv0Y3kcT3Az6JSjLQUvDk4iGIXZ/NzFkzqCGd7wa2xdPgFW7bjJ8AELw9tkby0i\navGDwZtMdLmxL/bIBknsQUw0AOKALUmLhqGSbD4/dQIR6fXUEBgFSFa9qjzcw3XcfLIc8WyiDptU\n6AolBji9YkqPs9nm2rotPJvf6Xu6g1j1jo0RCU+rVDqrglnO7eU7cBMBNG2j8408qRCip4B+Dgdt\nruVBs2yoBRF/KjMuyztE6CrbPliBjhhmyUNL2ANmrxLKpOgmysn3PiAtHH1H7qUcRsCv19KUmUNz\nPt880RU3sw+EZ2rzIRoN3JayoQIAL43TxCXsBV8/5MGyK+KJc8expK3cDq3EfTnm9CKgc+u6sb7r\nZauEt65brztWBsncyIbckcx9cDJPcS52WfgUoCqX7HCYEQ9j2c74c8lWrCWeuEFjIiSGruyV7qBa\n2NvVXkTYhuPHvzlVLn+COEAwdsA5xuIlP3ICER5IzFSIpYLNbXbpuVXCidXBttKDZaviXWqfM7C1\nuKOdJOdYVdUmtiWp5/iQsMzx9fNVcI3nLDwxyTr4K+8HAWmyfBZUGauANPamWA9PtZc58IQkxkoj\nkZXLBzZkYZCBj/pPqtrSFVeiRbbVmYtZn4DaSczjZE40Yg+JEh/JCI1PcTmuFpXeYE+F7SlDcvRX\nw1XRdpX6C65Q6KsSVPqA0tiq1a2h5pLhiVB3oe2C4DZD0nIQCMrfEmhSFZI+9vzJ6rcyupprqmoj\nYzaT5fRfuTnSIxh4lt9qRrNDeRKVBm529PxN5PYpGO2rF420QzlBH1gn31uIimwMM3/4IapYdhN3\nMbWimjAu+fB5bFIRupNCq+FQHGLGOIzpBPllLTSefE6ajtJOSQ0QtGZWrpMMAM9fj0HhgpcNHWzR\n5K0+sAhoUhI1jKY9qsfHZ/O9imOcUpN94NzQPOyZ+51bGn4+T2v5QX4Ghh5M0KKofm1OlBz7HCWm\nbrdrmfjLa7wxPxcO6zOHV1r0JX7oIT/4YzFYscC0i5dyAxn2ZMBIaHPihlg8O7wv5K3XhnzXa2NZ\nPNbWdeOyDYZKMe8aakGBJR74ZdeC0vxZkVvrRJdii0Jb+eSY1SO+D3FnwPtlMeK2/LeXjw7DVQvY\n2HEuoapkxbTVTgGIyFrbVjktBRfnOHjOfcU3tXuqesnmuNrRjYlRxMPNBLHkudpUlvHUuaWxt+Wh\n6xPYHT/EX5eIh3XGqLeoHehqjva2X6/XkItT3cgGzArdem67y893BAxGiEabqSSlrA3z/ScmSBTF\nz0fhBy7xTwSqigPjTi4OZrW50EmG1rUzaZDSgEmCmJB42sNTaSZjwbkEExEGxmoakCEFw6yz7dRq\nBPpnp86DvwoFldK5PaXLaDt0Yuncga72ga4SHvm4pX5JTlov2I+5uSmPENguSOutKtgvWW/LE+Mr\ncZIknRCKWip+DDMVGEiFzE+bH8m8M99iZVz3SdQWOdzTcqxGYTp1GuRiaHhYIO0l2whilJD3xqL2\naW6f7vNNRwCUxY0xjCxfK8xoy6i6CrcK1X+STFHGuOdQCExqDreaPKDWxfwNTwKQSKUNmoNv/vyD\n9fiArniE6/HroOehOcN93X+V4rleoVSVuvjsu7DTyHnpAcfPF+VA+GhWhirrUurPxRjXzLMvB53j\nsvvZfSYttDsyDcSLQZXSsYx2/VCaBnYvcJj2LeuOO2Mjy9tdVr4wmwBrY7112fqgMghTCZtS28QE\ntVtwY9lamMWzw4eP2XYHVRnJZBXSqqXAspV6F+gSz4zla4Jr39tOR4aqvPe6wo8lCh9u4YsCaXaj\nZHmgJEGwoMF61fqgwRRpxRJdIUCPe1NJO3v4325IRZZrEUNXAk/ckG/hyZ6JBi1Zho/KFz2Pjte+\nHDn0zYdBPq9T0BhdWasZGMV7EUO6ZieJsWrgVe1CNbATSAjQIJ006JoRPvg/zXU+qaR8nUp95Z+e\n0VUHDS2RwfDZ0P2Ehs3aITqko72GtKSSv69bcepx+OaOPJ+21CiI4fEKjSHQ1BkRPIBjswcyW5eK\nsgHZhGJKDakX0Lio4mi3lJ7dFIuQVI0dptrrCoCVhTOsB6F3jJn7JWow6xL1YhrzdRHXTaF6Ii1x\nNWWrxVzLrTvj0Lk1pRieLx8dUcxoC9QbQZm5MujISYKe5x7JX2tn7iCATA7H3zxYL7aXAGhKcOLF\nUbPfOHs/2ZI3JLSlYMheE87Lf2HbXVgnsp35bC2iFWeSwpQ94nnuvbVHqtUjmvvpejb5ozzL/DFN\nmgRhck20s+xoSAyNWaYRIIXIHzrlC0wRE9oZCJ+ftXWr/3oSQBDWcXCkWXHCuDkZWBKBjD+DekY3\nPX51svWVmCiWhwqsANg/kqbBe4dirUzzLHWdr7G7MF9hrqkNP4XwrevGZYna33rRtE0Q8ezZX1mJ\nTS/dssTBzzGiFLUJsdMaOw0RzbcPnmUUuqDX2pbqHVhix+SEt3y7+deta4nee21LcOU9pB3DIfMy\nuGYTdScWHPeYcdpbGPOJ2D9NdCUWae8h85UlVnseBKjoBuIs5Ei34J5xbWDYRcGVbxz109YQPVGr\nKA6O5TLl9GAdQqrHL/pZB+SJMVamQw1XIh3mlP6KylcmcRgLMQSk0O26hVlgxV6hoymuRs8R+GDA\nowYCVbOtP4euEg7mVscsOfBWlU9jj97S4ACT4JMe8tCk28aFpdk8tS0h5ZGKvZm8qlW9YE9l3oTV\nsB23dMJEUBOStdwLPawqWzpACZuux4xToMclz44gIQlIp0L1V+s0tvQpLENzRh84M2+FYL8kfnIP\nlgD75RKuAhGVu3npFrT6F9DY0bbeul8FejzF6MgxfcCsRyPnsWIErbBC8YT7Cmlv0vJ5/UllISf/\nO5if5pDg1yegUD+Z2Yv+0tGEs2ZUsQ/zU1ICaDrBn+wSmFWVysmBHxgrKZQ4JJhrOHukKa006l0X\nJd3DWuuxasw1zw4eGGtUDmKT6ODYJCZFtOS/oJXQ31/ryvH8iGBoobBBcIahYqOxycAn4ovn+TnC\n7xA+Ns7kBMJeD7LaLaZygdFA4unL3CfhEFLW2/jBJcLMzmCGdjvcgR0dSDNnsc87MJNFYgGe+yoC\n21c6vRI5ZcNJ1Cl0ycigwp3h+Xa/FrY6bQgOeBNgU0T1EIVVi4NbEYFQa9sdgWDBXFn39oVLV1vG\nT20OIYttd2p3JFPS8hXVqpz4IdV2X9Y2vOVsBmRxnbNHZAO3o7uwiwmdfK2wAurD+viQDMDPqR/E\npHtMzfxlrKe6NyvRjdfZnvWknfSWNrwZXRlbjhmttyvVocTxXmQSWPhAlriJTnOP8WNET9Qo3KzG\n9FaeWkbVnl9HOSay4yd0BICODx7rzyZ7m1JTND4DcHC2YnZeGMvIW8ECgdraeBwipvDlf5Uir7Lg\n7MYWdjkkcJyKhldIhxajRrVJuLanlFiakfXSCXCQpDFQmdWMEZNvOec7loNNi+1vvqfY9Nr9k0us\nGWCPkr4EltcYAPz4CFGstwLYVyh8glwiHnZa6CqzqOdCHg0ybh0zrTgTK8K6sS8s9dfd38SDrhK9\nCdl74l4hAOnoit8ewjMf5z2PfAkJG1qHaip9rrl30HiRVVB9RGDFfpOfw1jtqRSJ3do4GP5A1Whg\noOEKsU8C+DoAbpE2zbw2nhejDugUjLWneAQ9UDo1JFNQMIW1pfTPcrqvDgsVxJBShW+6nKN+PkY8\nGX03lFvcLHpNs8WipNzYL2dmzgRKyLs8PxN/3o1JywvEoq1r7LrfPxLkPgyEuaYQyjOlYFP+0tRX\nIGCk9Tdom+1wfZ6Oq0FGYrjYXMwWHAIs2QtrA0v1dtyWWQwcXhjDLzvsWS+rLYLJYAHvsvZWuVUs\nddYynVWx6gCwxNd2AU03oTucBKqyNwVgqUgsQTryzb6KPYlGidHqriwB8jhstqJu3jwnky6FiKxE\nqlosQ0JM8tDEZKW8cYBQ8FbzXVX3C1d76Lz+rD8+C8hGAaYDN9TUZOAS8e5psGlMrFlxEHCRWB6a\nSfCORkj6pYJRzQZgDrlTyxTUlHZzFEsiM3pdiOBWf9BfFEr95Njocc6hqCF3t0AfW2j35gQQ2f4M\nfGcZeZLM6gup5vjBrUUBu0QDm9IinFCA2zi0GGGvxmRe/+1muPVgqhPmJ8kA1EfbUGrGn/UG1JdK\ns+vXrXaIDSAqWN/1/hMCwb4Awb5CZJduaWK2vru+2C9B+qjgcRJG/L5kBbqyCtsZNcmTjjaS/+ky\nqR5hYASJzL0KOnNwojdrKXnLdNgk6tnJeb4pR6d8IrsNss+o5YMlZqg9xYcmesm8U8/US7VvGOTH\nQn5S79YSZK/Ex0sHQxyGNYdALrQd+qTYKH0kCGqYCbC/Ctv+Gfjy9U/HcAMHlZPedvdeV3Q65CH3\ndWaPa0HqZKlDrhiWjUY5aOY7w0ZkAprU2yjRTXn+4vpq3AGoEKTIg7Xr0IV2LNIPxWDx65RoFKid\ndbNVEEosC9sq5Mba7rsyfev/tqdodwWYPgoFtA6EBhCx2KGuY0Wyeny0hca4wKEYIvs6lujOfYWi\nthQYxUR8r7pNLhV7bdELalsLVcVOJ3RMRXDGINqGuBPLQyK0luGW4SdbFuSYZAWwlhosk1L/ksoB\n4ikYVM3bb2+wxguWyu2HGUn0z9gtqNRldbuBJ+g2Z5gmz1vfu5Dav/GrNTVLPgxxckWE4wpPVX26\nSEVKrA/66nva+G6MJ6zptckXb2bvFMOsT4TlU0TDnESOxcFdUUEFs/CwXFgQgV/PeIvzFwwLAX6j\nyjakpRDRpR7NZu70JXVM1bLDzkOH0oIOk1Gg07eAIGYMVfIBNTK0CnNSiuzUpAj+HPBOWGNK+4mZ\nMJxYtgdQwGvuxJ8NuVUvkTtcWcD+Jrr8oEAV+yr7siP8IlXVBiSGuQnAbmuFiCj4/GsvX2+1+j1B\nw5hqU1vq68QUVV5gqzAWVekWbr8gt1i/m9ZrtVkd7nnyjFAZqqWErh7cOTxJZxeO9Ed655rS9AU4\nPPUdyxijlryPGr88+Ylp49PYH26t+FBL4VraqA1DrX++OQbUTGJgDhb7mm1vEI3zXib3NIZYkafV\n19LbU+MlBLS3qBjEX83UsKVNFrO2wfH5C2cVsShRVNYKkoGMbUAqnGzF6JfxFiECRrnCB5PCML5e\nwyCmyKvWxk1Umbz/bEgsDxZjGhZjAPc+2/TVxWe+oQbIsij1zmcztxIz8zQQUg4FXYaxiinIYFDT\ncuUJS1CVBxc6YiswJ5EIXjQmsQnpHphDcxwJaGWsvGzKp54EZ4suUVW9BLE2Za8UxMJbprzynYkS\nxczDFHDKXFNBgAGpkCLqQgHMvWWRZBrgLLKYAqp2SLsCYkf1vQUXZKsKLEmE6fpRsxPes65T2ggk\nvPs5WRgV8hdT0vGZW5XAKxUWXKifB1ixY7yvASCzKLkUC/SF8HhJbX7ZruY0MgQyEmp4CP0O+sz4\nERCAbiYyYxuP+Jox18PTk2BrKDiCKdIRlYzhzQRn3KJDh4ints63yKGfRN7QbwqVivGSwCIKEWzL\nUMAQR8i46sNcvJpJHAAhYCee+ginJDDA4gl0/iQ9vSfzH2HtmhNLWyt698ld6CoBEAC93M90GwCy\nLC8L+5JMD+38t2BKr1+R8/E0JJdc38tfJTvQ20UAZfiBOmRhXqX1UsROQKkssi7hduiXYQcO9c2/\nS2RrJd+iJPL8b6KrgZ96ncCTT4g0jX2rQKVUjIQZTkl4SK+Qjw8iY78tX9rf5Y+vEoZmWRk9RI5Z\n2zHnQy2RU/R+5ryomYPEe3VqD1Y1Hy850dUMTv34YBSvr2fz6e0PYIV0zvwQVa13LJEbU3a1urWR\nCdMQ2rGEFv2lvYNcdHHcBPXR2Xb9IL1UTIlLOooRtKrh1gl5lVGzvzN66Qfs6A7HUjaqcE/UZhAn\nwr0R2jXjqFSglrshfVFBSV05k2QfhJmJt2VwCNzmxWrauRLY3RXg1XxdiNryvR5vDoBOuUlQslWW\nASzRrRAIxPcJiug+EGpgLNvtDkvZYCbqEe7EUqDjLcgDHspqPRppAea0MD/WUlHA0N8lckMvi1jS\nwGKRvJQqLs7X9MU1AcHDIliVZdZ+6OJWYzKsS84lqfq6c+CwxsrOA1O4wuZZwMc/SwSutvrjQUNX\n+8K6oaD405w1ZusfB8SwwY+3D+jQoADbeMIcNZDQVQZiaD08npC8dJxje8PUQ5/2FokdFnXBI50X\nAKzv2N+w3hHbu+HHqMNp0BWeb6MtEvx47ULGbGxszAkWbdarZrYmFKXC/6PAL17i9J+WC+hDhgiu\nivUFg+9g9dnvegkE+5UViS7sTH+3sC+ooStOdMR21HSEv0JtL6HtCrJ9gvsKZ4bD/XIdIUWRnVjd\nG6TVvNj4lsykhleLlufgyOgrjUgsFdjqId0/7E3yfCCqpJb9BCCyaViVbssyh2uzqQ3phaN12deM\nHpqrDE9Q7LgcocZQ7aqZjPf2ALtcfdbLx6xSJGgOOkZXte2UhuN0n+RlavPRX0L1O931zOfLlzl6\nlfE5gcsXiqtA1Zk6bkPe/dhsDsFd1MyhQrXlc4+GPyir3pbG4Szw0LSy9EQemnwOLFWz61XVTYli\nDSMA8FrwKdR6aukPLRF240Wz4vAk3eq7BS2CCGJ5xSx7u+OeWCv0fDK2peCOGkwgI+x9vbVivOCp\n4R1FGd7yFY/I/I4I27dVPD+QJxKWZpNJYHJ6H0wT9TImdhaVZUmmRA1s5c4AdvPk54RHbtk1Qq1A\nPrMhRkhY51oOBPggqTBVAeSexaW6gQse7bMBiOfh0DjGWYEltY5JUEnmsCSYVYLC0IqA1NOYiV8J\nXQ1ZHx9qln8UyJHfpe2pkon3ni+JAORTd+nTRGo83Qd/GraavB6teJgCdt2USKXWrbSePe9nGswH\ntpsjVbB2sxINABc9vg6xv7lZhaodLawL660Q3N9EIkZ7vQG4owWh/O3zvhCLgoVitYMVybQImxrS\nidSMVytFFovkBLwSIfkRchngsmoDxLQlrJFz0rZbW3wCgikD+xuAClMrzJFgYlEqqcQWsX5UMuPN\ntXpEVPWK8bGglyioOQI9AFYS8ICr4n+18TPvEgyCdfTWOkPaAOKScjKxFekvVf5M2WWB4+jcA1pF\nNzudOQALcjH6Oe3lY4WMujrxVVij5sNs85UFxhhHLGAlmJENfQEIV1Zk1BPu52zmIo4FoxJjPV4y\n1gdPQtfx6CjM/V4mrbM7S7oWkqad5ksDwXACOcQd1kUsHl+IwRfXUZJGcfY0SQip00EtlEilpdjC\nfE+0tfkMkxTlJ38MYEkPuhqrPz+0RLgd7ngTolHgdTovaW4Whfr2ZLHHc+cgCIhoLBQacLHoqHRf\n7Qh0NpYmurr9HJ4VSGtlnoh4l63xlU/LK0nnWYZSdX5q/BSpKOBUiSffkgixSg6cl5CXC9xkqRed\nzPQ5JE+7qL8sasJzxoejwvNd6cI2dEVOSXtwK5avUmjqJOnLgkPWKlRTJq2hvGieklwTpF3RHmLF\nnNkybsqoarCGmRGFJVHRry2/PuWTfic99uqNQ4Itso7RQOeA9YMN0RMjPtwJhIHiT9MRwvdTkTEi\nyUqCIadfQYiAUgdKW/+Oyw4tl1g7EgWnlzSMtV+A7YATQeyJW2/dl6y3bc9xt6//py38fN2QO9Vi\nHDXaBcPzjirbaRulsYElmpaZomL8delU8L00Bo66AplVmH8VU4/A7I/sSziiqAVIgbFLOHK0vCbN\nPBON+yW2RmmhTm3//wFikpICE/leVvrih1FIgCHjg64kApDY1hAYztGVHK/OAlfBF31au5xP/axB\nlRo4hedQg6thgwN2FzeyPu1cIuYg/FKSD2btNK4fasgyCU60lbepGq48AKS1DhJ92lyPapl6apEd\nmBBQxYxTZTcd43Ya+GDZoxEfzbHKXBG1OXA5gQgtmUSVwqFQ0azTlfBFgpFiI/N4ooZDuZJuf9Ku\nPhiF6LU5WWVLQel/gbIROmAWDvJOpg1RJwPIkwQ/i1DT2Pfrh0JtNNS1A6YKbDdhFjvExjlPoVSc\n1iGI10zBpRHqbg9Cd+4ftMudUpC3XnfsQLSMD+m18ldEhNYmx9WOdO3p9Ir3pv0SUKdvjUj8TFt6\nlHnkWyYFjeU8TedxCwMVtb+qktIU5duvBc7MRWGslhFJHMv+/k1SbAsPbLPhsUjJLfHe6DdVWomU\nrPFgcpK1FVCeJ8Qwbr+ePiThoZIT0HpkXOpqWm7o8k2/NRI+uXm4uZGpXHbtgKspdaZpGSgwFIR3\nGo/Agzx+iv03U0dE6NVEVyydqd2Se7lbdWgEeP1+XrJWjLa1K/1SRWxOv1I6JNe2qy8qHPsG1PfT\n6SXrrsVEALUxA27jLaRJSPGRftQMtWYY3bhKom0PrhuivqaJjE2+m6g49uVgMm++Q6v1PX4IRbMv\nAdzp7fHmCZ4oJRVPggteSDlyhHeZOeojyGuyp84lZY3P/Sg1ptn8tI4jWJC9rHk8iz3la7jOmnvJ\nut3YNJQjDs6amVyuuaqN/AHFmZIZIiypClHof6mj2V6m9jrb3ghmaRmsYwUSdrGpESZDS/jzlQm5\nqv6YtBRiFh+5DUvhDPAn778Pxj7ztOX4K9URJVc4dR9zlssMJjyqvuwMUrY1QEg1PXCDQ0W7bIOk\nIrdEfHVp+yA2fq8YNY/PsvVhzUmcQOrMHb2jdWjH48QAKEmm+5oFpuhqK5yS+fIPvs1Fb23I7YfS\nNCCAlCs0CueK5bYVzqpCV747z7SQKAwPFaNq48523FbYiJxVXvKtlwK2KHnr2oSB4llfRuAOeu+V\nICkXKzVwUnr1/FllIJi2r7Yx5ldfkOmjnJOOrhiGlYyKhk1bsBu+K6JK+kJhWEEV61QWvRVhWBav\nasUVEBGxpWVydFSX0o1sS32Iyn/Nq0Gr8FfRTzaFypePWYi3R0vzBsfn7CBlKA9ACAYdIIZ0hw0D\nXyukSKyCdDi0PNkAq1+yqm6lstXFMEZLY/JK6IpGS31OdJU/lRs2mJX9b9IDIBFDVRKsthrWjf2S\nDGeOGZ4Hb3l0jlVEAewZR7KNQXkmjEgyUxS6tKb74qHT6+1JoSJOSKXgpkL8tA1/VfpCAPMocb+7\nQrGIse/Y3+z0ULcWtfAXK8IM2e2lBq32N8nOto5Yb93wXAm5MbD+XaFAzzWyDjsSlzc77QwNKF/8\nmeuS8iHS9gHH94HlwsmopUCPY+c2gRkLWFKAqSwl53AHNTPABGNQp0So1TwuRhPIwrkckx4oldPx\n3GPbW83Mq4xbB32o2stkDvilR3nJOrUAtJydEmXCoivz1mvevmkpEY8GA3mON/XtAB/jxYW3OuXc\n3qE/1SspfaJ0MsyhqRJd2V+j1hBMU4OPE07mJOlG0Sn8Hy8ycY8NlIBrTufyuXciP0gDf2OClLU3\neZ59MXjuP+VhzzkN22/ySu+T3M8XGR1IRLXW/LwSsq+N0Zum8SxBzFr+5uuONjl2cQCUnqcVfboc\nhKnvK7w9uEpi1dKn93kHpdSEKQ9cGMudlGdLI//CbsAxmhAUapR85JwG5BLRxFhIw+dxyM7AUiaJ\n56jWtnb5tK0v/EbqqhAiWz3U3fKdSXkINE9Fk1hH6YDARzsbMyfb1mgJgPhTos8sYPdVtzCJrrri\nK3RFqK/NUWLWRW+pf6WIA5xlgYJo7BPagPrZSFyhBGbJ2WoxbHdSkzBWK6MtRTwFLgzwB6KN8zUo\nfO8eA6+7r691HsuCLheoAnMjHlwyUbhjCCPeU1+murcAoCWtFfFJif79knXrFuEs5A0qwU4bjRyb\nL1l/rE4YtWJDwqXkSNEM0P6mC2IbY7O8+66449T5s+KYRXMGZPMr1ed37G/uiFJvtZkK3fC8Cbl2\nRmgjEygQLun745Q+mySlQJZxDIxeHcfwgm5OUPUJY1W3kHUPX5TyfSNmY79qfXAYGG4yElny7J8J\n42XB3iIcdOpxsxu21nzJ9iYMPaHVgEQDgZXu8EqVnop7VP4TKInKOKVfDecOKayYacpQIJ5AupqM\nOB7RMygqDWcpCMx9zcZdD95qV5Qsc/x45luJvxOpaPWs8//YhW0NtxmpjXdDVxpbXwdwN0o0BO/k\nrU9uv3B6DYkf6qjPXUNJQi9fuARPYLroOm0rdtlsxwAAIABJREFUoUeVcQVI9wNfaVLEUPg1Jv7a\nM2D80BLhtnjp5lmILvM0DYaQnNogm00uFjZEaHZMVlVUA0ghXFkea5UuK7/pIOndMbCmb4wU+NaV\nQEoDP+X2wyRgJ8DqHT5YZMVUK+Y43lvoip9iR1TIL6R9fQa59aDJf2WKFwc3OUhsyi6qS+wcGNyC\npZ7wxt5lAfbkCBswqOWvsm7LkeCKSeopOj8na2iDdnzuOGmCU23FlMjIpzgCIAP0wIBmEcrJGRgt\nzFWoNfoJ8H3AlBbjOwfZNfxAluxQAcmWBq0yAGigq4JTcXLLdnUmt2W/VK7HR7vDO7H9MunIMYjm\nqSzh49B8VxY2EQHasaHMpLfvhZEIH7f3lgc2ZmZbRG5VqdxO8TrZAhi6inwH67vub/AZPKldywLl\njM1FFsdSur47w+3VFqYtNDVM7snb4cr+Jt7826K4BAJ5+7OVDSG6YEFEw3d1FZxq6OrqAIsl5ABA\nKSq28JEiPbECmWc2cqyBBsxqn1PMfMkxojfCgVdQT8SUrv2ztKhzPYswVuGkE10NU4peyfC9abuT\nrpaK1w5MoDEiWgQkX8LF6WlpHG9gyxDtSmMgRxcovjCCtDI4EUnva6XGWnt98SvDMhhwPGkS2dFg\n5ny+a9ypF0sNDDazTTwYXUnd5w/Uy0Z8aTNxyM54emfP8rhgT2cUbvPkeJcxpIRhAJc2tDqd8Xib\n8dIKphMTNCi1y9/SDtZUpWlSQit0ITmlQ6k3fYmw8NABF+bTX16Z9YBsHAA33xGczgNNL0FYuswk\nfgWv8qdaGeTTBjP+iYyU3LEIOEB2apsMyRLRrSuxlAbYAi0mSvBBPYRr5s1KrxWlliiDq0dh+0sh\n/ML1JLuGg8oLfF5D5PKGrpSVjSWe35roSm5xl4YFxVsqZ0GYbkkH1eTg+dnUNECrR1Fm5LsKCMXY\nIj4Eunrqtmr0sRRY+CPiFhthm2Ji6EHZLFgEsxDeY7Sx9/FiKef603DG54mT9bgTemFAQ9n8T/OO\nlQnPLbmjcjykeRY+cKlGS8vkFP93DBHKcVhQ/xBz8Zp/p1JztSged3VDX+X7cZxkcvfGfmHduL+J\ntWV/ExXsFeuJ5ljaulEJI3zjLszdouyvcoYt0VVi4EmttqE3J5eTp+uKZcGfRJeUC8cC8y3e3ILM\nbGl/Yb9MC1M8+EVB32hhWA1DhPl8UKuPrse0auQXaRCB7NysT8JKHUN1fk7DidauZ9sTH9ji8ksf\nh8xsL7dCCljFTXIPELk6iPe71djCoFnmdPlIZ0Kjqt0taJtpCzvu8ZlA+LbHr/qCBbQxtUac5OPH\nT94XxKiYuhRe6jTHU49icD5zaMJ2nUopWcr5bnJTsP2e0pJPLQJYq2GvJjxElWbNj9qS6JHszaMM\nI7bBBqF0DJWUi/JENLAlJISs/XifZtJ/vtE5plhxFqF7no5x/+NB7qhcUy3HVSEPad4Ep8fSMbRF\nRlH0rAW1C5tOjMky5XlSuT3/u1Ml0RYnJkOy9kp3wL2v5NWG2OHNSWEma9ixtZB/yvq7+6rWCtsg\n6iwtz1PgEoqs/fleeM6oPi+FHaIokTve5m235ZVXCOxARXNlwRUlx3V/knev3v76YBvoSkm9deVu\n46GhK0JjDKraszEU83MBtR0O0qynxwhX/ewcCkkFynf1cY5yKjKiPCamfr/i3E+rhtbYoidNKa8A\n2iE2PeKqoMPbV8dpnuGjQpanAVF2ySgy1gpSh98BlZ5bc5f+1UOV0z7xBi4hhmvcyMnmdhyjF213\nsExa7wQr1XB7e6He5YG956IVIFu0UgloEalLCn6poytzOMnW/S3yvlk4wjex+g1d+d5Af4OA0p5r\n2YwIulqEsUhZjyVC/vw8WMeOQpBaJ9dw1fOw8vVYK/jAB+ndVCAM1bnN5KThGQEr3TglwTMea5B3\nmNX0B4jWZxYqGjfaakv1HpgsX8oKd4LRkz/U0kc2Tj3QCUrvbfEQvqolGZx+1SP1kmP/YyuTAIJf\ntxSrnChRy5dwpN50NO0BS4kVH/enVKQsLT8peXi1/f/2OVOKHH4jtCcg6JWQM2+Ol5PyaKj9ehor\nlS44meWEJLzRZr6rE1odALeETak2+2EBS18m1KdRd2p+NJN7ZrSCKHDrZRjLqQlqQQoZwZa+bXAs\nfiIUu2QiK3WfFlBuiPBdBWSxkvB8ConzPFQrQ+C3rmvdGqlK7+0hXCsWJZWXCDnInTI1eEw99UDG\nubehdcRLnXfO0LdaRiQQw9v+/C2a632Q2Fdo5s6cUo4t7XBC31Jk8fMK8YTOTu8TxNDQiQd9bgSU\n7rSxOgdzFEChq/xJdLw9oMYT5Ku3aCvp+m+oezBAmaFXqQ2Z2Icp4zB4gw2VwyJ0BTOha6JsQnmV\neK1Tw9MWcwsp4glsWTK37yp0CodJhi0JWd/qS7YELLt1f1sOJuikMIMmSjmQbALMRkIzEHss96Cj\nBJcj5Zpbm3egqwvqm5lRSbDSbaOuIBnnFbeXJJpp6GQB6qHuUN3fRC9f+0sfGNOiUb9S+LY30ylD\ny/aZUIO21E3H5zDeR9e3kST0Y0c8CJzUSp7m+VH7n++V6hYJa5QWiM6RqMKaKYJ6nFkVQ//ccTAj\nxV6zcgMbeUlSkKqzFY829ij5CGKy2gFNzhZ9eEVejrFSzQKQgh3TGZ9PZckw252AjCkUPPXgAxzM\nYvpEvxAHGxL83MYGfAp2+KM5HwZaLEq1sIhpve/QnFrCqnJs1tZOZrBKuVg0/5MHQDPi8PLcGa6c\nGGPRzIFRvv/qa1o5urXVTr0ZoNksqZd8SZjtwViv4YtuOK5Mi7DhoVHmbbLmX8hjlbEPKUjoo8hd\ngYBnvVIRLN0rgoYy4RZFXAUCqKf8jq0DZoW+S4mglQKXbAHW2lvl8gRVEOC7LgD3Xtp8V/4sohc0\n64y/InZW24TflV7huLw6nTxXffAsjrNvBUDVLJm9dA4V8TUOUdvBqBAJQCB6KYl51ls9NO+Mq0+0\nE+I8jD0U/JrTDp0lG2AKn9BJknAZpZXBYeTKZrd/wl95t81nnSvM2NRs9vgmbXZqwKPzJbSVO6uI\npFwWXJksytDVO6TQ5hlvz6hrZivfaHnG162azktA3rp/EsdSHiERmkLQ0BX9Yz748OD1GxTKcZ0b\nZxILrRcQN0TFT96sfEsKDdhtHnVTFkWbRJ1b9XJxq15m2TOiNvY3hba2GD1NT0Y32cpgA+XecWL0\nVEQao43AHw1DDPQpJBLRO8ewPi5xpCiEXB/BzZxIiOtHFj8b6Z7EhUXRpy4UtyAlDA/oarSUaWB3\nBXcNh3OBPkuroVUlNQbHWHtARcwEu33Y4HlldyTkOCgZenrUP2t7fAW3UfvXwCtly/u7BIolmgGj\nTxTOlzaNzSFOUTTt5IppbfH2Yem6ZjVRJaxnzCOTu4NBVZ36uaOrglDo3jX53FncxHTb/ezw6W8H\nTw7511y1XIEjCG8VuiqUUfzQFCMlP4VU4VelJo8GNhv3I2katsWDAnekDM2VDVsDhY1l2/ZjDTHA\n6AUWRa+z38uVjJU3x0x6lW6Vt16JtDih6KadTjYffu9l9V+yFaKi2FDIEr1kAxa24rkSFbhU/3hf\n771E9N4rlyCJQfW51geJJyus7xfXY5zWef8pSxn9SrbAo22kRkIWKicWasFFtp2tKPogQ+AGiEfC\ns3X6oOH6gw839ShTHyRNYPppskwpo+PBqYj7JQ21kH4LQGNjr1Di0BShpuYMcnzV8GNxJfrlZ7Br\nitcuI+KqLSCqvLFubSzafkCeRnIOE451K4D9WrBQcYHcun9aEMYcgbnR7iCt6QiwSOLZWDaoBaAy\nW+aT5WqKINnysHYkYZyxiYqfiyzIvO0A3AVLxJQ1UWD7aVGIUCqCRDYFqS227SJFDEyzF8o0vG6E\nrsaCwleM4s4fUnrIW7IFuyLqkobG7Y7tvBo/ohtCRxEIl19es02FLbY9M9ic6MqEoc3vB7VS3cGc\nnBiCdry3tusT97iXJLuhM/BUPHZnBSZlUrX49ohW860pVHPI00/eOgBnxNu2RLv1okCupFAmEC9t\nnRgLOhnza12p4IgB9DmqfMJVXjKypuWDTrA1047BNewXDX+urIaGshj4PMsnSWGMqHcajYzaj7Gj\n3ShVC62nVoySGzp6xKcN2qYHoyMMXS0ijN7s/1+tT5Oq1wt7Qzx7TdEWJb6GBv3aENu1l3kTtNDV\nCnbZmcih3+Kllhc0SLa1Od9Ndfk+bNxYuiWzPKjKreut11uv9EtFcLpnZ9AMnA9Kbl1XBLlslQyF\nF2DJ3rqWB1Bt8xrYOYOGzN57ZUxVGfcBj4Jpt650Vgkc8WSWUfTHczHxhGjcKUJHQWdCB6NFPVWR\nQANFqc+27bU1T0c0wIa6BLoyS6YooX4kAiEqNu09Jy5FVI6GfvPTJRiuBQQe4gdl1NPhWnnOENaa\nTe8ggAkzKLNop5XdyZGRTghqrNu/aKuQVsopRRZ/3DFgzXGvW2KmWO2m/YORXjxXEu8AGFt9I55t\ncPPKRbZudk3ZVr6fVqiVyOdku6mDmtAvgRtW/HpYdG8+tahmh1fJGLc6TX7rNdZ3qM6ykooG7ryG\n8IEzqtDsYhFEcDo/aI1F2uhYdC57ZyxNnEeBI8PMFPigtcJmLFGPJJ3N0Dc92xHSUcNY0yyOgfol\nfiopzaHQS5YTK2tLTFm5J8ouDnTViBnUMpB6wFuh9qW99KG2o1FcZsZF+ActvVSvCZgC4v4TApgP\nhpZ/6BSQ/lRUG0J6c9pT0ZxtQGlxoLOujHqMMkNjlizQpm3KkRITVtjNB2FguIBMySNqobcay1tl\nXHxi41Mv0vcEgwz2rXDeKESxH1HIaBp7c2P21FxZ/fGfmbc8PeK3lVSr0f9qkQaFrniCtJQ73QGx\n9NcxJcP8RXmr5JVaIo4p7T32IwDrjjMEc7KdqjIDcF3GPKze7mDHgTns2RLRpXgHMEpqeL/eDQNY\njqj49JvTIvOC+Eu2iHqS0ulzUsXeeomhK9S+NTtwUFXe99VspY0o8c+5ABojyZvDreOtf4au8vMj\ny7Mq+EzeFY3Pz3OeFRjL6HE8Zx8dbwWicugRgzTx0IMvgoig9e8600ard7669EOpp6fZ1QT2YKHr\nZWnlkVo0Jl4Cuq9UckAr9gaZFb/Lc5MHQU7NxRFXrNfyRqBckIQwFizmh6eqkbSxcntg+HVNz1rQ\nldezLYJbPN1l0rghtLQnt26xI4Sl0BUHHpmqW1JmVerX09KU4mP8mjArVgYbt1dscZ2KJmrjn55C\nWFSAwMHUVPLQbMTGd6Wnasdf/iK5wpgicYnciuAANBx4+WqEhRg76VajYTBq0h+V0F2q+XjQpeax\nclbu3UuU8hgDvT/O3Bve1gTWq7V0lGnI6cufuEUP8OtReVSd3Rz1GPZRubCapGfjqfq1KonvRz0C\nPZrGSiPvl0uwSlY0Z8epD647xFfpdn2RNhCt+rXjKvt8Clva+IdfFWZ5HQ9KOSLEE1DHHOYcpswg\nt0FQlS3lZOpvPAVe6QOJqLak0+PdhAJJcog0D4splvTm5gH21S/xT3NEA4Gu2NHIek/CBAZVQ/7O\n5r9iCIhtgrmrIIAfC3K/cXk6AyyPIoc5jWT7IYOyZG9g+Ql51nwBcOuVCMwMkvtjqpK1aY00zxzc\nke8qlhctLVYlYrDDUg14mfvqku15mAWCrVLZKJZspemqiCd0Mkh0ybZAF0tS9VYJq2QtUSOp7QqM\nYfwpR+iJrvjXx2gtdkUFeiLHWETmfvI++mEMy+KdRXLhTONZpAo+ZkgdY4VO0T5oSC5zasLo6rQh\ns4VFD0Ch6GEOE/EoWFqJcgqEQtAIbumHl4IcZh4zngaGrSAbqa52C63i4N9RIJ1S9lfuhJWZjkHl\nHUvmdcSeRamLPaVou9sQnaCcrSAVcjtsLpU7VKQ213gYVssK00Dtk6tGMvrK/u0HIcp1QKAj+V6V\nWQBlNM+6dDjA0LCFBurlMTftnIZtyO4Ibus1hVMJpGr0fjGB/+LgzGMDaQbPrWtghQkgDgMPDBnQ\nqm6m+lkx5ZCHMW2iVbk5HhEPU9PbmyTNr08ToUYt20izVXoUPrTFKXhJ2Bd6ZTxVjWMCqB5hTacD\nrvaaPX5FwywUmKi8AC545QiZpHK8fwcibRqGA1ggdCI34UBXM+eOlpbI3nTFuRRbFH6WYtikEiaJ\nZYEEfo7MzFm+Dn7SwGk/abL6mbGtkqSamRlt9ZI0m/Xm5D4J0I5OPdDVh9fleKnXSLa/Gv6gvqgj\nXpforZIbqJdjrGjSz9pCum7LJhqP3OHNuvW6Y4ly6wVAsGwpo3KHIpM8RVMUGl6xHWiJUUNuGIxM\nQCtCr+L4Hdvip7pEb0JXL9lLtrVORBRiTBBvRbQ9OHaJblHbvSiA2KKhCoD3XnYHiPQK4YKKtKLZ\nGaL6ELFeMn+gKxjAldjn1yDaZH5BtE9dFsjDBNCHzawFtVZICrTPmUhHCzVgp4fs+f2zPKLm1B1u\n6hrmS3Tl6iY8TI/1KQU/paEdDeRx+ND8QAY+VFY4YwDECqAyL496ymDjuG/Xps/aPheo2lh2HMHb\nVgBj9993FQALnm+d7W5uCczadgRXqVqfh3qKdOQSPqpw8CBcVuXDSGiySgrsa+Nqt0GSRj37iYDC\ns4TovO9rrPbjwKkHwEJKhdWTuRCj2tTOZQJN0dzOQ0NXs2nSARYIXuRL+zLQR3wg8+8wpUkkG3se\nbjxew7xU4UI8CRwlJiTpF1Q0cU0yLpFdgc/VUx8on48PMp78nYwhILRSRgXKh0HOp+dLjl9pLHxx\nMWHsBvLvWosB9rOccjnI0CgkNKUZgJvQlT4xU4uTWtUiMELY5qH2aaL7tFbIqtiaJq0GgkeAxJEc\n8FU/AyI2a7KpuPaxcGAsRiFH1wSHSWVl4+OONhHlWYfyABcCRok+rbG5MKPeI4iAhOwXllU5RJ0w\nXKDhQKtlg1AfxlU9GA1/WZCDQO2UmFXhDfnEr3tFkyWSghpCcnRlsVMLG4BigRLXARZhYppeo+3u\njoqjAwlexNZ1i3C/A2mZ28xhFuQFjcikpFCX6JLtbq1QJom0tNLuTE3Ca3waGl+Ae4uIp8nhn6Ja\nq9/uVxS8UD0/g2IVCsr7xb84qCq2EMWBItIX2AdgTR3sWsAtcimpPS1RwpCEQwukwftkO8/Lh2Wb\neKZXs9GZdivGvLsojMY+YPKNNVbZXKWZeSRPIG8AzfcDuCsrV5fEuMp+FI0WIaDVUGT0ruZFGwDL\nVFAJN9YdK+LfFYBaxiaJ1b0lWb8K2pZAjfDutyUuL5L4fPv8xz4th1O5RChHesCuQLO9VsaAkaCW\nOZT5w5I4xEbaV10kTdSPsQg4AVZ+VkDjgNgBTarhAISOOBRgidyKK2bs6eFLmqVqYKwQFrSzpUsd\nDr6lSE/ipd/hyDZqclXfN3g2hvWpvGrgztgBUBVuqHQhIUcdg9QBQB+RZS4VtXkZSRpvJWs0LwVm\nlz00Lax1CUyUnFunuaLyBUVzhvxwT8VXNW9WVULcYHiR9VOZ2cYuNhNEjr/SlsgpqKNFwXe+AKAk\nT1bTZ9vixC6189ix1aAANhCx55RyQhuF2aJst+HjdJ61tszurvI9CLL6R5vA6KgqJVBQnWNGToDY\n3ohAhJLuW2YUtyIl6gkkBbyj/gr54WXNho+D+a/M+SmAhDeLOHH2y8frtG4bnhYrY97fuNLHI8DC\nNk2+4S6oSIhTOOnWKwGoTewjGdW6NyEqldxdaMt5b12m8KHYKrEyWF0jNSRcn2xdL9m3eKj7zbbf\nWhQgKTiYB0rFOegdMJ2KxMt8LvCJ87noyV8Jw4kG0KF9iB9rs1Zby80oilGe57VDfDfWfKrX+QnM\nf26Iv1mPr2xuS7uViJcaFA8/96/5CHm86hicJPvT4mAqxDA5tkfPTxbysQFRMmYC3fV0UX42pxtL\n+/tpuhazE6w70ofasPmumskwzUclkbqzLcBJRszIFl1+FAwkDodxLdDSFuxL2lLgsTmuIFe6UroS\n56jDnD0oqh+fkRA/wj8J//jUU6sz7bySAO1WitEAKLzPea6VczUUuoMnNBgxg9L6WuEDMWwRpX0A\n38FTJSTDbUuXzgf5EcYomkzbwEXF7hbFv25oYiOuTHAqgUFka35ZqQfyKP6C+NOqns4PlnCqkN0z\nvTYhwbPBWeJH+FR7ySic9aZIY3yg92pIkREm+fYsZhZ/dUkdrKv7tYYI+HJSTJSb4bdwLoxrvDqD\n1stkfGUI6jWdJ65c5eBz8MTnUSNiUuwsxYYIW9sLn3b6x3DgXX6PYyRVQfrn1EIpBBnjZeUvKpzx\nl1nb0ufxqyHVcqy0nt2HYHvw/BWPeAyWSK2RJfW/5kW6qDEuDF/u8lsAlvmQymVlJd2LJnbuMuTW\ny9Jr2XKwfX3rtbHePamAiKoithwqAMtfaCuDLucBpHL0FV4JWKZ2MK5sVVmivGAKwlgITJN4yzeN\nxYE2iYfyaywCRlVRyeRjlzpVEeiGr/ArHRTNL/qioxh7fXWF1U/maMrs0GUnzay5srYsmaPxCxpo\nxE66MsqYtV5GWaUi68BFKJqqkfT0agcliKNAVWBrRoaxpJ05Wp4V6aCNPhS2e2KVRMb5IFV55Mea\nt68MGrry9OLim/6MDM6wgNQXhoQW5IaJjc1O7FSc1Cn5eDmreBM+Gt5qGGJYTfXVwMmHVAcpV0/6\na4TKjRqqTpk/MgHPX4OGdvopeUOz7yS6wHrcBfUw2wODDqj0bIGS5o4zam3iWEuynxtPzBTo4Tp6\nfJeGfRR/UfEkHVcJOXaxaAOyIDs2gqFayrDy0/WAqGT+FHV+qYmGdec6/SZppMElVlOJLZRDqanA\nhzfmFzMukkhgXB3ixyRBLZZRxdNacv8WYTOL9lMb7ftS2AoGqBjjsFPa5YkyC67R/hozImkDpdfm\nBawDItXw4xDO8ZLuqxSGA1mGQyNRggJ5+JUqpTWyCa2awHA6LgaX0bmsZ+yjrFi30YijjbPU2r6N\noLYkrcEKoj14KxL8PA1vR1cQvGydMvJE4AVd5FX8oSB3a4sElO/Z2LE9YdUyt9AKJbCQzkdXyJZd\n/NbLgrruOB9QATvW1qJTVOWdmdwtG7vsFdyxGk213v7TzlfYI/Zhpc8MbRMfq6bydfWvWfh9rytd\niJ5uNI7XgIt1OrfYC9UAQMIgja9xX2K5wxDV4keCcniMl/0gs86QtmqIEcMNVuAWsRmDjThNHYOP\nV/eLEu/k+T5fRn8UNNExyUgFwla2pFpDBab5zGKUOApMWo7bsy1CkiHA8sUjyyOlC7Ady0S1kJ0+\nkdZw0TU1mijKjLoWYQ1maaEr2yFoOXU03bC5rtfZaWHsdBqAg3AVjrpt0CqrAi8MERp7NpbZNKVH\n0LhkBURdkJ45P4ZcsEv0QV5A+8giH083DV3oFN1tE3eHU0TgXpwN1SX+agr+Gxo50ca0lNKqbc3M\nd52okdw/bJ+MVJUKgonynzGK5PSgv53jr6UyA5kfS8hEpb2pVeNwXmqNSWogU2uEnRsPU+OdPCEN\nowcPf6a9iQxOMvgzK8DHSmTKXumdpDjLDFBVy/2pxSAb+gIQ3pfm8mzoSpM5cjQhoWHlbaMy+bcx\n4QkccBPwpP4kuEAFmqBivFQBYFd7jQ8fIXjTHj6w8lExjOerBwG6ks0rQFstC+o5EFwnBI4U2wW5\nVI3OZNE+tJCWPLugsjg5llWzicRtlbCRHNnWFmQFcA9WrNDb/v+msT8P5Ec2LuhtGEtU1DblXQBu\ni9nFsmk5gtqF/cbLyuf64IJGgqv11isj3O0smnecSGMRWm+9AFyiK+Ipuq00pkKglSRI3R/GxGdq\n0x2OpTuWIKkjSiyMJN4WHw8CiXtidtCgEuVoUL7TQVWUtxc5xvICAlorKHSVr6hnFYa6fAasJYJA\nSmVcC+vtIYF6RaCgku7J0aUksiGRNTWpAU/oxux2BD7X6KVJUrxFYXMaGir0CzTlWCJNYoQCkLKj\nDsubWc8YYPnspg+RhsrKiOiuUVwGiV/H3gI5HebR6shuVUffFA3ZhRb1FXsY94X98qMD2VXgYVin\n2ZN4WaaxyVW/i7Iw0EZCzRnPueAVf9NCDxXtfcQO+dFwIm/gTmXW9Uvz1Q8/tNGYoz0LhD0Pr34j\npyqxFpnCylhNiZDw6s+TLX2m3lQmmc/Hq2AEjz8JyyG0Em0a3AN1+zB8rtpHj42gbIhRK9EQO/lV\n6LP1nVhiTNri0FA4wa+6zviYwZnujVMyk1ApDcRQYzDrvHkIWMMlXT5JyfWgUpmimDxsbydqi8Mg\nIdSAGlTKxZ6yAORb9GwvD7S8w1Z/iC9pXZfOPsXtAIJikBVz6Lbma57oYN80di+GltDGkiAgcWDr\n+tHvo8tEY+YgikimBXMvKVwhC3i+MTB67z4doe4RKQsFLnWMNdZwafpUn1ne2CH3yLOQ8BnoRl9f\nkojKkCQtQgMthutnLw8Pl33rsnyNG7pkv/eLt9e9sFd0+luvW9eSHUhRAWyoQbHver13ZJxS5PIi\nPKjLQqbuFodkmznE03MsmO4ocxcoqpDTdk+iu9xuXRykj0QwVQMYISWvN8e7TZzUftJ+/1wrZJQW\n7zQoBrhVetA77L5qC5Enujp3EYZGkFv00swcLXlYIZ4dpw/XYWBiBCoMY2ns8cgd0TYqMs9nzNc9\nXDpibhSk3RJpadnRBDrCHyi/VE1KyS4WMkuAlZHm29GDXpE3RtzJHGirV66z2pMh7ppSj7VyvM/c\nS3r8YBaJD5HKJXV0HjITL51BnVLut4IFq6GrBq04uEroXUTe1DjRRo1cAMM5NMVmWDUN/1aAick0\ntAaiRxLPkuMGTS7tAYN6TYUq9dcjkXlHiicDa9ZAPYR/3j9/DVvLEX5cIIHmcKlkE7joCUicwrDZ\njilpGi2AbuDCFsjGPhrosMmoOJF3bzW7vG+uAAAgAElEQVTtn9AS1DBFvfkRvNoDjBrWYcBx8O2B\nEce78hWBWoiJ8lQPMfPjVSpFYAmpO1HhGCaSTpRwHkQ4/E9JKt8cpw67I4Xmt/m0VcibB4VaJU8N\nTNYxsnTl05c1FS2Z4q54vkJFcc3OldJyNVmNPFaSR2MZ0etpV0SKcQVRU2skYrBCn1smbZdnO5Rw\neDM/imjnaRPCXvJRRIGXUntD0x41/nqXWcr/n7O3i9mve86Crln385aC/aAWSwttoaGGykctIUWq\nhvoVP6IHYGLAxINiInCgGPXIhEQTAY0mRg9MxAMMBjHBqCeGAxPUhIQQSIPBBpEvWxIJVsVSQOD/\nPvcaD2bmmmvW3vfze3/u/N7nve99773WrFmzZq41a9YsClUcCBjoZ8EfiKimvQru7EjWYPt9P5YF\n6gqnztq+3rHed54VHVTsyqfFbYMP2xGQZMWLaE4sO35Z3WKYOQ7SwOWV9RZie+bhhrnS9+7rfUdY\n/dpue6+9165sooJjkkK1BQhUdLlz5a3rPOMjfNbF+THw+mnCrFnX7dzFm4yEU2XdfZsF/9IzWth7\n6CbRFzeEzO9W4yASE6+cwtJAx8Fbhpyvp3LwHkughpzaoQshvqHJzFyddT8es6mPCGhKDrxcTRHt\njgVYoFsJhygd0V6uY7AkUuyKqHcszhzcsKev95Qec2Sqca88WE9/fmGhFGb+z3JlrRGV3I2y+GoR\nw8EYdk2C1Yd44HL+iUn3Hcs9eG2QiifD3B7vXlE6LXc1oeHmVX7k0eOtfsrL3XIUYicIVmmPRC96\n7vVZst003G8f/go3T/N2cOy4GIN4fUUa2/1eTPVpUnMcWf0sPU6h3l8UGXO7ZYuKSWkYAjNoK3vs\nXFu5UD5g1pVFx53rr67kDT/6qNGLGDeqkXLuyTNak9B20x9pjfo01d7mpiM9lOfKcRq/uRKMyTrR\npe118xLo1xKi8KXiY44VUqtciUCBrVwQ2algr6A8JcftFtwYeZNelVAsrs9U5f1if2ALl+devIBB\nGGsXUDE7mm8OHv839HKyLRxLvi37KN1Rtp45ZzCJg8xCboX5uD5QCJQZud4i+wl/OQb+veV8cUWv\nRiSuV+r2qtoN/rBndPGuSMtl2P5Ytp+eyTcim8OGve/HO3KTYKCZWCJM6IPYT51w6liJW5XXysao\nwtNXJHDXNr5vesVW7I5/7kfArIw23sthCbP2Ctt3OqUY7T4p4cIDo6+ui4bOVTy9Lg6qep5FhVj5\n9SftkpcQ2WPzlGVV9PcIXgHXJUMwWNpVi33q0hFiVj7b3VOYHKuwThMSA4xb/Wkt2K8HNJS3Bo0b\n9h47jeuRh2T4zCZXmPnGfrMlydDWl76/sDZCVA3l4at9i8e4MbrBQCVZLqJAVytiDN+dXs39Fg00\nc6z3zM++39rh5OW1orfj3NCH3oqfAMLIMc1HKtwqpX8z1sXyOTX+q8tGR7yCZY18BAO9smjnIDj6\nfZbc9fp58yjt9Fq9WKPUSk8AOlt3Y0U+LK2fVPfVS1MkX0+5H/hpgAr+mbU3D+MDXVkb/sDa2GtK\nwqTqJRC/TcBH6PMBeFKTc8s9NUuvhVC64A7P1Wslxh3exEmrzNJscPVSnW3zR0ZQZNTQOoSy5j9l\nvwdEONcNJy6pDNtxx3zIwHC0KHHahtPwJ8YCPU5x21CLaZzE5uE5qPAWFzebVl2rid2osxVBzd0J\nfW1mSDSjC2R9sL1u6ghkCcfQuHohSuWi4hDgpYGtko4Oth9j7bV1mxL16plAQW8M24/a9yFOd6dV\nvLq22xIonTFJgAEPROL9hEePCMG1/XDb8Nglbb7f8dDEobGQ4pHCuqHVcuCtQuPLcABINEPFlQuR\nslr9dIPsPWT8U+c79Uzr+MxMENmK/LrHpoh9o1EyNSiZ370U41DSSzNOK9DV2ENrKc4Kyz0nCnyI\nGSK+6tXrgxvYhkL32Kb72hJSxb+QD6t4LA0ECVN2Z5h1PndqhBhOMbpE1xeLvJbiQvvX2vzgjIyc\n2iFMxHBNLuoGPGDPBiWVW7JizCFq8ZGvpGwt7C9svWNbnDxcZxjv2ktIb9MsB8uZcCHzIyxrIr3R\n1X5LHZCg6s3g3ujqC0RqhkheRXQ1gqx1F70OAAPzsykycOlStcnDeH1auYidBqhtnenB1JZfXxff\n/kdV3JHQMvOB7AsNeYVgjCx/9+bzoGHcuYIMf/H8ATHt5mZb3yO3Vlfq/eS8g0YBpcHrsR5MDCt4\nZQgmuDHPNWj2XSPLdXnxSnDL2Auw9dUvkZMuNn+SGFAcpj0t8X3yJ10vVo4UyBiMImuHER/u1f1o\nFzVF3eXd0yNS+OmUipdjTc3XvF8WrJEYR73X18OPpc3I/5stuCQNcpitGtLbM4pDd+2RYHcPU+IF\n5MscnbLKV2gIhqIBkH4sOkOywDlMbrCalqMCkyE0IEAMG4eFjE05Qt1fqSCfIYOjH17CLyKKwFhv\nuGSxOZMmf+XLBXMM+Ycvw1//qa/9N//+j/+pP/JTX/8Nb//4b/nu7/9Hvu0B/3M/+pf/2//wz/+1\nv/zl9/2D3/5r/sVf4uvhedKOOeJcZwB4sw3D9rUlmTsT2xoq13kBwsJMY5NdlMkQqFS2gdsin1ad\nuvPckYO+UzDcKnP38l2xyT6i0Sl94BOERH5Cq7GcZxUdP/nrAOciuXonMBEQTXwUGN1abm3sXJ+2\nhE2hO8yIVLwStXlq3lQfh7GkgSokNeZU4xeqf1l4N/25TDV/EhniDVP0Qz+25vzkKxzIEe37kM8r\nm6gtqlCGWqqPLn8Y4PsL2Dts5SkHC74f1pFYLtHxaucKXa0vAWB/USDVsN7ddsGplWFS6x37Devd\nAew32w/zt0ZX+9Gre+rBgtps4rxmb7eFf4PU8F6QZ8HJ7JlD1ikD16RoWqkKhljfITITKI9iCJt8\n0n/0LBpZjDrVNH5Sa5W/ttl1eSDKvMLNkznz640rS8fl5fOJrgZe8ZvqZl0nP6+jhvB3/oRaRORc\nBRtbjs/rf7LVlGwZ7ZWc7D4b2K6ae0vPZsSHu464fVGcH8OKA4muXjgkNdvBCP2mFiKXrpykoogo\n1eDh22wKJpPjpkZNmTDE5v3WpVUKEcmooNqIya56zKiWjUXZ8boWl+todScxlgNuFbp0QYT8bLnA\n15btVUezLVrUMcbN4fCyAPruGB1H/9K4DFPSRYGrB7mGIEuu4TJwdQSM8nuAjOYrrr0DwOb8+/bu\nlSjbksE6x/usIHcXqVy99yu+7r/4p//a3/FdP+Of/tf+7j/xP/4/v/tf/ZO/4w9+417rd/2W/+mf\n+3d/+Xf+wLf+nt/6x//o7/2zP/Qj37szING2L7NnRKQUhc8HsG0kF+2MU8htfVwBjOhed3fU3sM2\nzQkHeZNrmrtCr7h7MUGYfB6tljNwKpTK+FPwheym4Oxtia4q65JO+gIeBD5TpxdYRi6rz4rQmmKU\n6fBtB7oqXNWRgE2ey85THZMxlpaP+0Q9FEsfCnCgqyh8msAbL0IVW3+ybEUPgQ8yuLIQQL5g6N1z\nK71N/ZPqcW97XOEL2gO1A3XDv/DEQ4WxfCHE1Lw3Bmaxveju9p5xLetL7C/ggD0dDgsfVWImM8eG\nr3d7fgEAvszf8ugbjzNwGJCuW/9oydhL1Xyg05TDwGUQgoYE/4KxBlvYqwp3pr1vqbRLjx+KuIq9\nwQRyTeQhb9/gqfP1FI/qzTnaRLxNPueAR+bOS4eNkX4/5EQH2UQDd86nWYLNxwie2I82+HzvBCJb\nlPO3wGQYLcsnLwxX+lP/17ZBiAcrJEqhuRLPz0fY1kBXBwyalY+2HbbzFnX1G+JBXyXjh807EE/8\n3TU782YpIZY0UsoxZ7h3Meorrx9c0ZW+ayKyxLv8aQy545VX9d2hq8Ib/Nby/CilQHuZud0ROajO\n2lFdE6PMTjL7bnbNIJgT7akLWGz7xlhSvz4bLvrER3sTuklR7D4gM5o/82jCLGjGeLzmrTxi6aZ6\n8TMAvD1hoZBX5doYq4Iv3r29ViF4l2U4q6Ptvu9XfdP3/apvAvBD/9S3/t5/w376//ra//7n/sbf\n9s1ffP8/9Ld/6Y8f/Ge+6w//5z/xQz/yvQaY+cOx7LlL61jCgSBvb19uIS8rcA/TlioMWthuy5Gp\nIiBCVauB4SRLDsWd5878jkfS9vZmSV/odkLf5g7fC6tZSJG+iVsPdLXtTDbGAV+W02Xox096/s8Y\nKhQv/gRlXuOqdLpM1wssMzX4SsnNkaOGMaxuE2N9igKFtc24NOtWlmJUXBTVmNbKMCScS93LTeY0\ngfpwhT2RfD+sst95njxdSvC0u7Zg27aVz4mZJmI9+5mbAcNTBcN+qyMFhB/RmIjuWl+6v5lb5Q4x\neEBBmUkTXaXd6niOtsrDrgsSchSytMzzFlNNzL4GN2miu6u5WLwaBxMdC4v12A2SuPZ7PFluv4sY\nNBHKMS+H5WkpMdteH/giaGL0GTXfha4CZvXqGM4mDEplcbNZoX/5+iyBSy2DV9qJghs+Ybnl+TA/\nliN9PmOVDWiPTJXDXVJdzOYfO0xV9nzSqUirnrxQTmBxYWnLYZXHr4c43bU+H3YraEWbUwr7ZIiW\nVpJhYKxPG2rTJ3UU2xiDgydSRgMIUkHyrAy/EhzvWsWha1kqwVdWvBKSeCuHjCASPzne5Zd/xRy+\nrQcdHzvUtypoiOa5gq1bzWC5ilcNFWBUVJ3TreIYSyAhJKaKmA2sI4AYAguDPYvXN1y9F9fjSTvk\nze+ffAsZ3Oglo6Our36tcibxLGSEjFvO9x22v/b+P/wX/8e3fffP/M6/6xt+/Mf++rd8x8+I8fst\n3/Z1f/Un/6YBMH/AI9CqWI8Mzy1qdkagr2cvBBW95e+hqYhR8LC9/VGs4Fw35csr3CoC25+5bdAI\nFkfQujDe3Xa4r4iuuASbD7xglvi9WhGUamjXl97XotZUHj7+n+6rbYBhTxrUth21+PjX9iNVcCJl\nk7E78M6gkPNqOXkRL6omPw8zeTXDQo9iLKBhVupBoEeUl8sh6JrccGQwuLorMttvrtY75xz7zQJj\nuSXsCHRluz1VAAJphQjsL2Is+n7D+jJH9f66FGjaM3ik0m5JoJ3Lo2zmRj8XXc/UDPTnmcM39qOc\nFjvb4hL5zhiyTInEZA1I4jNrBgVAHxbnGeSt7lu5M+3XuKtg5UDkLiuG/fl6udBwlR9RlGcuDKkl\nfZxWWzUVy35wcRgUAR+gTDGrfefGDtm0K1LIx6pYWeT6sCwUpmxAeFXoypn+gwJJkdMlQgz71aY0\nfl1NvACRG6MYFJ94a7b3dGWhdUUTEy6E9rLMVwZgmb35gVGkvN6CXI649kGWHKhG9iJSpVoYkpSX\nOkpbb9LqV+JXNuIl5dTQx3uMnc+wj3qHH9JemsHd42wlK0pGRFQ6hFLJlqKuXr7r6zkiFNpHgbtj\nr6DuBh1QV0FSUSG0dcsdS+y+BWSO+DpgkYEQ7Qjo90nV2QqyWAlkEqxpWbge+Fb8MQeelUdKCvxY\nx4yrllVS/8dZN+0BggH4Hb/hx37yL/zN3/wf/GKY/YIf+Ob/8nf+2R//sb/2rb/wG/7Qf/YTP+ub\nv3hgx6wysq5nabU/vRSgb6wv8Xg6zIz54ks8BgCKtZF4YpkfC6AodCUAw7yQFsvZ7bvy4JrzUEJ5\nPfojsxtIai55cdw8AA3YBgURN1ciGyesmV3Qv04Mpm4D83Ezoq9QS13sr8xUVfuMYhjk4AoowFEh\n9ow0JkX8fmhQHz/eYKm7thFCsYAYFJ1BTi2ujWdOcsQgjcqritSxMZ+LNbqnYwPu62nuiVciyiqB\nVEClL5xM9kheBYu4dSqaEa4eRD7Ko5YPVFz8SjjVK4NHUtAyOZlFjOgzGELoWYnpAXQMWR2JGtzw\nAzQc12Fc70KyxPjdd2v7LcSENUQ/XKVRzCxkeAhYFwVDh5Jo8uSzVxtXcjuctZna3oi0PsRYh7Sj\nOkKa0whA7+gDkBLKsvLFU78XHBkK3yZnBBM0LONPYQslrWheu/P7d8MFXe1Ht0V7pxFSuZF6AkBC\neWd6a2Qknw08cZVPLl2Aha2aJl97yi4Y6+5S15H7YON4jGD0DTRr+axX51rdcvl8FiG9LOhqsIg2\ns3/mpbq0mFAgj4G5Jx+ypTSODeN6hctiZu4ws1Wj8zi/GcDtnoCrxB4SnlOZO1yIjosy5wmGk2kQ\nQQJbLQ8EBnCECUZ7Jkudba+tVV7a3G0bdN/aGK35OXO4r9HaXhwUOpvo6nczvHktE3WOdcj1SbN3\nucJkL/if/CM//e/9xj8Vd/7l/+SX/pK//2cb8Nv+6x/4y3/xb/07/+yf+A3/5volP/xz/onf+ot+\n12/649/8bV//c//Ob/zm7/j6lUcB4ukrgpB6rm7+sB2W5WmRCTO3/kVWUgPe7PnE2gWblB0L/ob9\nhKGaqU4pTKgUsVxDd8UzhGLtf+ITEi3osSTTBJzBUhV6RRjEVcLydRc28rKNVEaRcSS15MBtLD/3\nciR0s/GX0Vfsqm3BRGBkBkIFcacnI543izjBWjYqhPIJcZFFw+uDooaMtcuPWswBQcdPVr0ggy4f\nVNRFEmi/ZVxANebuD2WkbX/hj69hv8kkyWtkL+xH2Wwl3gBgv43F+sOE75UTL8+2jJD2Vspc77V5\n35s5bbwKVcAz5T0PM15P91V7GpjoQSHLBx8O14sw83yeunEq4nNaqJDiWG30F29JL2dFfnnAgAud\nXdqqTbUclZILo9EGxKPzCUtdrRC9r13sFzYOhT7IfgVLc47e9yir2eMFpDjA2d7YfsOlH5u9WZnS\ncPdXfW9toKevRQ0wuoqY2oqpG3Iy7FOL3wmqJCpDLavUnh8P655RFu1w70dbb8dg0hgCKVnZ6BW1\nc02gGg/zUBd4qjTzUyzFeNvBikGg4sWpOZsJFacbDdCvpPkyKukEyXsT+GbUbxiXVejxKpAKHKOX\nqUzsptJ4RScVEjkzOFD1nZHOjd4OAWj6HZWIO1ZaSlBrwTcgYyWOz9WJYIYIP1sE7pa4b04HVTt6\nY8GRgwnmb8+OJBkOp3zgc9I0eKUEiq+//Ie+8Xf/L3+PY8Q5AfiW7/j6n/s9P+sv/Nhf/aU//HP+\n4d/4nf/Aj3z3+7b/+J//0V/5675zmZPnkUt9wfMMQfMH9lshsMfyB+y5H+9YYXRyWSD5Zzt2pztd\nGzxHMhOVL/PNdeBorPmKPCB1aI9uQsw2Op4yc7ccThXQx0xOzG4wGNSFIMudGCgkyyT3LsRlarLl\nOvy4B26bnRFl+gaYtz1ezTMvrXM4ZSYnpAZh6zw3RebCEFLnct5G2c7/r4MMUZpmuNDYzT9u39jg\nof6u5lY0ZqGNVYngcTG0NBJIsKLK3Xh/NTTxiiU0t/3mkRyro9ql5K2nLxe1EAvCumrGbwWbjrjO\nu5B2QVdnTLEXtQczFGmB0NnsmQcbJ2E+upWo1BrzpSU+europbMzr7ZhTlDPX/XFK852gYwUA6Ir\nP9+i12oUS8cud2JWj+yHwM2SgZtdfmpfry3RpcBjLZXNPPJik7qrTr+5KEdpM60QiTRO4LbWy/Ze\nGnK/LMjmHLk0OcqqhHTcKItkKe3a0nxLjXc5IWzKWFQ53ANaoCUnFF0RdlAeZHUsnrkIbjxUmpiK\ntn9XCbx1y/FRA+1KxIwfrc76OVpYzqsm2OkvGM9AHCo68pMA04nduUI1Y7Q72HdlmgZ/+CAVPS1B\nKZwg3Fe3/drpwS6rhKtaP3u891XR/JE/yreDmT2OnLYx3o194Yk776zM6Mf4W47YRle3g9Ev9821\nO7y66Y3oiqfH+FHQV76+5g9DMyc+71pM+kO//y9908/5ul/+w9/yp3/0p//MH/upf+w3fzeABf/r\nf+Vv/f7f/mfc8QP/5M9DHZO1bPeCY8VFrJxt+ANYthfgZo+cuHktvOY2CFK1Mm7Ek/Xe2+Y4u1C1\nrHkZXFCELj5eM2CFJVvLd5wts0VNzIdz2+BxcW9deO20ZNE/Cb9WGT0xNrdy0Hso4pmdxFhuJAQy\nJ9bQIF1UAaDc3WpyR7zR7S5S22ZXZDHpZFHTKB5WYU4pnX8UJJ3v0rgQId15/e0oXOK0UGFMFAUv\nh0f83V/Y+rKV9f46yyU/g0cC3Fsz7yzcvUIsh5ODnCGcui4LYmykp0nLSLKIs9ldWuwDMGKsLeto\nLOHVpZb41WPaocdbxdibgmnDbkHAUSCla4bQnsgpJgkljSxQBdWXMEfmEvl8rdg6mu1kdXeKwohz\nfNd9hVYXXaxP9uwcd89f2avlCHoQf16/Tz674LC+f/ir4t+Ddxy4NPna3ragYgvl8xm+rY2iDasx\n084kiE4xtvKm6uNrQxN+LnXfSGUsziGfGYy9aPh095In3gDdaoUubPNqUnNmi4uW1E4/BCCMgKZ9\nQtOfn62fjGc0cYOueE63+cm0mx1w4ex05Hyezax0WQmJ2nAWelGYqFLdpI6v1ZA+yK/8QElGLtdi\nvp4vCkujIEvSR8memdzZNDVS5rHaKxMDldtxXSQKJ3IdLBTY+sYXReXKo5/jwXr6gysYno4xmmX8\nol/xTb/v3/rz/+m//md+5jc+fv1v+97v+9U/27H/wH/0E3/4v/pLP/jrft6v/7e/fz0cBaoK5WRo\nxE0b4IA9zIHn9reHbYe917OxxmdAeL8e6dzq3KeZUNRXfZaUV3nyXm3Af+0l4krizC0W3+e6PrKP\nOnuCdzv6gW0qJLOyci7QJwlEutYT5mdpmV7LvI4TLzgVPgw9ay9sP48KsYpTAWBP6lYLjFVARGZC\nbinN0j19UahpTVtlvDDaigDoWcnR5zw/h38PNEMLas3jmmMp6lPDgOQJSj05ahUJ8DhyZoXXMNjo\nAPYXluUv22/YD/jD0gV4GdWK3nRbKG3bCU/Ro9HLcTWMnCzu5PE+xdgTvhCUstOfrmfvsGQbvLzr\nlysqxaTqk9dB5N3rqgSnlE3Vqn8tjdCNvmD58T/ZB4B1YSlwYqkJMoLnpFb9WwFKBiKZ+voKTVxB\nCak9rG838MJfK2hy/HT0YqYpcU8vePET8LcTyiP9oz19v23LqO3a7zSlqq+O1xsTdFTPiZpZ8v1k\nkvCCi0fTotdDPV2PLUSxpna2xm44aQVSKi+DMyinEEOP5tNz4726mSNxrv3pULriQusmEN9Mvs3F\nsi7q/IAyfMPLdbnCkLWle3gS6aOsMmzl/2a29yUMCWvY9n+or9GQKjVbwbF/CLzydt22QZlv/P+B\nnJNyysZKx1X0Ztq4or/U6IeUJ2pJJFD1CsC64Fp99auozLzCaxOiHBFdtTho2+3bv/cb/pXf8/2s\nKMbdr/61P/cf/c2/cD8e7jt2Dj4FsjhtI6ECcg9TORfcDA/fG+aGB9zdn9UczddgNV0NAdp16g5z\ntdOLaMAy3+WG8Amtelmsjlk8HVQjhZ0kERWAVYq8QIbXRKeMBIApF4gltlAfSZzNWWGAs5D8WTj/\nZaczIRZ/RcOsxHEziVnvxRtDYjb8opf8On74+SqvrT4uLL2aJch0XPGrFZDyWh9U61vmMFnkY8zn\n7BP5q4kbLLdZxc2YkS/sL+KIzYQpia7u9lu5CSUHK8Q23y4lTFMtwAs3H7h6m38lTxij647rdnyn\nFflq16mxVY360IrX1rn2oLyllJjcGdTysKPLK5149mBUGVCr/BQuc4kDWgHdNaObrpis/8pq2m1S\nBm0X5/3KNAUiRUO/x4kKSqq65Dsn7eR/ii7lnHN33aO62joeUSmjeO0s0jkRwGXY3oaz+PwsI8cn\nT456L9AKYtVACxuaMhrsxT2vh1V1JNFzlXDQX+Oi83sJmKgGzzUsKzjiRdMNiroS3+DJPGfvuBKU\nDbyu8YmZj5s1GgxgdJN21qGc4y4REsKEkQvHk4PmZIgmzrBLr13fajJOL1S/dG3+gTj1g3uTGiFi\nqv2cO2drhBqwMuXvK3T1UX/JHXVfAXhz2Dz8bb7zeR4s27CHBRLi0X55tiDjpGtTFAz41p//9U83\ni1OSPRueQSy1JFd2MM83jK0AyZN4fD2X29Pj3J0VCG8jg9a39z6TXfmJmF+0uiPl0uJ8PIT3yznS\nef5KDthiqPuIlxpQbFeouwuuwmnnzngsHg6IFizvLi+YRXL1cozgQB16iuS6IVJLGOCdJ8M3SlCr\nABsSDxmct4P/ek0VOqyCjQHwqsyGVvRLMW5XH2CBVZ2vofGvACJgU2MRtJLPNb6Vu2w84ikdQO6x\nookd8Tqsq7r9ijYaMBWmOf1Y9e7V8DflV02n/XKnB33ZevouAWn6L0+iqm5fDn/18cyN+vjw0p7/\n+DEqOszG9jC50VyT2nG71o49IYj7YOzoFHbNRFcNpBoBi++KrqyDElLPc2qlLhmcg/h8UvhlIUzb\nrg0fQOf2oni4HO1sHePPhkDbpVSdMiqGSqpvklOP2tFAopq+KXPT9scO2eLNvnFAk8NbZkx0ZQkv\nhpshNLwzNwFtUY26PsC0AvZpj2dFuRXuQCslu+Ew07WOpmHwZKyols3WrIfN8PhJA8Zp40fJMLrr\nvPgAu8zoUPuuSlWNsLaYidRQcStXx/LOPg1hyIGnB5KWZ224uLT/aWb59nxTb5oSLDHmADyjrVcO\nOnNNNCoWjX1nM+uHMvPotfwpW20T7ofdf0vz6ukf8iOM9XOU5kYsooTWsg179/Xu6WeMrIcqK15e\nteBInNC8zA1Pz2ijXZZ0NmwMOK8Mjc4wMstpKgnLBqabxnWbf1/xZcVql/ljbXPDXtsAz9mHGRb6\n+MKDAynuVu16lnKiryggI+XWgjUGz/19CrTZ9Vlc0sfBd7uCntKfr1eNLG1cescCqRa/KjwlQX2f\nwGW+ajVQrfi17MOifPJqscig7xdDEklAQJx6jGbYZqPg0+SootaiaWIROcZy04SrNXpgOeC2478k\nBpnOKs2quH8upPtte2jF+RU6SB5+zSYAACAASURBVAFcMj0eP3PYv2B2SUK94lhP348LQFezel/Q\n0ZjLr1c+T5N/U+P0vGifXjv3puoe1UKh3/GKBNBlFeXPY1/jLxHG8FG9Rlc1iatdmdeNZlNBn44r\nDIPkx2P5ZKmDgjIWW3Lk5iEAY5527S9OBsYWQo+fxtfmiYRMGXUTmSsfSgW1f9AwJLt+OeBRK9Vh\nKFj+nZ0ji/hxDceAWg1u+ALA+Wiihxj2sfNjMZLXHA6HPWtLv+FmpFUv5w6ntDYwQR5ES0Bb4jNA\n7R4hYUXslwMzz2Ib9VIuBxToGh1ltlgIlAktJxJiL6xLSvOQjChxGWJWHz2rEeKjUy5I5eQbv4m8\npelsezcu13e9kc2h/0k7ikKYRuUG7rnOxG7kM3qzJGa4SANd3S1cvlkzdoxH9OufcQW0yuwJvt79\n8Y4VuGfZXtkXI60Aa4ilunR0GTbc9CQcilQN7QqoSswU8V6yPgwrT1XAtefMzK7mQOmJD3FQdEik\nUaA9c5hZJseerwdAtgLKIalw3wubGRxQ1OUb7d+IeHME3qqeoMeyEYCJLr6BH9k0/aUsQdRGBg1z\nuTKbc1i42FPqj/TddcKkmvE390zMyVe8CrK8+NW1AV73+t1gDM+BLsXt1fBjgm1FP413sqI4w4po\ndxOeR68Gs2PHflhiM5hz9x8tq4vFgnSB3YUYHwwh9rqxhmrmMftcLfREUb2htyCI1bznfL0Kd0gt\nWvWriyPtuKSzpry/KESa4GQXy2GXzTba/NAuyYFauoTWv5KgweLFLbvkTNp1QVqAxIMTb5VXYyQ1\nAHH2dFOdzR/Io9HYQJ291sOtM+7ue4Qo0HFAZgLd+9Wi1Eqg87WD3P1o7DhED+W80TRFqkPLxB7z\nA8uxaRn6RLQ0mKAfa+I6IYIHoNRXCAUuBRKCnJvOWmLgbuF1GJo5iTYAnQsKBs1BYHNlMM2wCu5s\nnKLkcZ/meTx5EK/wS4FX3K/A3wpqkKK0c6pVHFFq8jxUnmOw9MZnE1jEcwk+/HFhueBEVyKFh6bC\nfWfdI+zy9k3WNf1SzukHLRFqUc/QjjzHOu47lmEDq+yiu2k89IXgIzDO1lbpsuUKUeIoJqvDKot8\nNzMfW+Q+Z4kw1gTrsz0RIeQrYs9X+RT5T1nn7EKhOSPci+5dEi6Duo/ZjUB1A3e45QNPD6i3nvux\nkSpJO8+ZlCH+1cmD/JUsG3tlMSWgZDo64JpAwQz+tG5NwYFjHMT+PrWCvpArg6ETchVUFDdU2qyn\njYeqxeQd3zKR21pezZCjJ/DA4XKMZbJ+F7NAv9y81ut3N/V3w/TjZHMH2eKaInwJvOVKyHyrT7M+\nq8sPbY0q7aftGpLimsqEFGVHb42xIjYl5MYeKDNdTFo9fw+tyBoIonL5i5GGg//CfcUSmvjbhiA/\nN7AWYg5QctP13cjslQEepBBTqVCZPC7rBrL5DZc/ya75k6PzmLM3yZNrUSe64rJgfNVU5kvGSH64\ngwKv+Kbz5rBbE2EYLNNCU2y6UGFRfIjAg+J2qSSZFdBxxYYfRxSTe0Z2T86yjS4jkMZyuW9zc1vV\ntSZqJF6VufTYokVTh5aKtnyKPosGLpyd4GaPWXFVVwtfB8aKKRyRfR7w7J2PoFiaDbeZ8as+qENB\nGjvonD/5oPzu9a7a5PmyO2rppZQO82+G5LApb4DlVKEw1qgxnzUAboHOc9XFSwPLW0P53rjEpCWj\njoSPRWbVTLGBbBfClPtLmVz7B6AHRrEwOqRUos85+iBb0VWMR+U2v1YMgr1R8W7CFGnxZ3mwdjuT\n7Inlbk9EANbawMO90M+qqMoEfbIilK4jeCzUnEyLsU8KHfb05U6YFVwNbxYIvDZ6/2DGdbnKr+tP\nDNLiyYYMBRvCWqKsKUnD/IQTC7XW7jT7TIAWwyq03uFX9EqnrmYn1Vztm91ZU+o+8i7EyUolfNKt\nVAo6p5YisfaUFM+TvGyn/D29ZeP5T4aEvF7amAX6/NUrCIBG2nZ/JU7KO8dCIa240gABN4RZEA1e\npte4UbGtaZPRmiE+SKVDh0vTjMEbJm6wuycHQ46WlndqgA9vjJX3q3BfiLMOs9IDXV1ARovH8cDH\nl7aZtk3XXq3p12f63WPZV5oGNf1V5nBlKaO04APDKdu1dbh81mcuIe3CwDC3PX6bEt45hoXaC5OV\no0+q4HJKneOI3spyjaNcs9IEAC89cN0WRrtr7oCUBME9qDuEViRom5nnpKW73ODD9ZIgQEvjR9pd\nHH6FrKWcFRfUYuLOibdzr9xkvg+MMtV94i1CK9N+bFLnjFdttJstVzRmGrKjuqgFwPNF6dRbpKWN\ngLwlI7Vf90HlRQ65ziWwXl4vAagduIzah6euu8a2tz9sDkPdj9VhZBiyJLae+IYS8poVls6aidLk\ncqDSxobw93Rosob8n4g/FwQZtnNOCaLVbmb+FsDivZxPfsyzPgdgGXxnSHuCnkiFECfweCSySufK\ndsvz9Bb2qqye6SIpkEf2KEnxOdf+6kNlG8iY+mcf5Dzepca+Ns4LUfEIQtRfCPxiIXTOm51QpiOx\nrtzLl91R89F9wcsO7NSJ/jB7wpe3+wRc30q1MIcyPwhJr92QoWqZ1fo6fiumZMzau3g1AK/t2Wj+\n+XVwb8Kgc6EE9bhVS9O2pXhVtgIfRSUUO4z0LZGCIfoRE0Fc6cgZjgd2Tb14GGkCCL/WUp1p8usN\ncLEu6p691Mubb0wfBvJ1286dj14+jA9G+fDQCKhqIj/obgjbbX69PqCA6YVatEtzoC4xwiZdor2r\nN5nJX7RFim6PD6bcEHRFUJKOQBoYl7faHjMCtP835v2FGGwSP7SEMYHIRzY3FFRlZvEH1k5toIcP\nJpEz6KpzhHLf3HHdMorfzCnh2QZOI6xbDcFYQ1ETt02ocUIrJFhR/rTvqqBVU7WoORtiJz5d7unn\niw8eE9pUdm8Z4W6m3Biqb0yVo+330B42LTSlkaLI/x+Iaq2thukGb5VT4NWgNGEUy2na3JgLlH6H\n/p0jLTpHMKg5sNkBKfzDa6UhSkS3zB+rfeeKobisOcg4xJFSoQxJoQqeRtNUF2WMR6ErTdAvRYiw\ncUj6io4LJVodeiUyPrxVEDr2kaSZjPvKl+fkYG23J+zpj3dJ1rCiEuBRDHwmHQuOVROU2PS3c0Sl\ncWd7C1cZwuVWs8VIu7DraLgmyXP59Vh/TM1cq35cFmwnXN05lgXb+FoeD+BuK45Upi7JYK+5nUGc\nzfkUZpdrNSsD8eMEmxQR9Eaz9l5MBFmNK1rTXFVFurYS18q+YFb3LIDWYq4T3a6vkf5PQysajFcQ\n53zLp/rJD+kmXHX0AQqjWClt3SZWW0Ad8EdPngdYITACerpfvIp5v8W8jYTLUqDa9fFT1XuyHS+a\nr9CqPpwc9slGuRIuC86zojAkz8tVGb6rM2Gp0KC46gqqrujqiv8Ob8og8riGfZxS6vOBO3WUXhnJ\nnjAEeJCppr1sbKCxdeHDQe0VXcm46IcJpEJ36x2MNRebDDw9IsdnEp/6aj42WG3KQKvdwVipTCqO\ncMJEmTs12XRofZCz467LfbZCfBUOl2CsbOPpx5oIjOwa/OESGyZX88kytydMKUAa1UUsRwR9B8YC\nEJFtVUSqejfYoyxPjCUTv0UguVXNLHRFo3P4NhRdHV4QCSkh5vACl2ElffuZwmt4g+T+tbTa4DXx\nfTGHa14aFjZi8JHb8WCR0tvgcfafYbm1s6ChJ/uIQBnqYpRm9q+g88qbk2zOMJwcWZc78Ati6l/T\ngrRD2vsvWvyG441CFT3OzwCAtdx7G0Hn1ORZhD2H+P/twQIQLqsNe/rjCXtixYk3nsni7WG7EjEY\nAEuqFg8dSUdaLPN5bnAhebsWMfOrpF2IEwmfgbQmZ1Pfzul/6/B2XCXkcoI5wUy1mmmUYzM32Fp7\n7xUq49qjM0xvlCBEWBlhExzjtuEPA2DP2KrWMfEDY02wkqAr1WtZkiDhmVjqplvFhplnYIoaVEbs\nztzWopE/uBQT4M5yYD7A9zIYa+psBRmNJo63RnXXO6PV1QlZj2RRGu6l4GzBr4ZW19WZIoPWlw7C\ng1E0hI4bNh6g52RUfXATGShmmIAMNjCtSnffoOTsRAKOEKh1+fVy3aMrXECAvn67Aiifp3vivMyF\nFUr2XChM14nL1yBKvp4tmswfk41583yr7tTsr30tp5AfctNk+GDZcHlJHC7qw2SOjuLQvJlAuGRy\nJESV2O1uI5EEDQ8pvHbEFRoK1Wy1OQJdwTNqgqtR1a4bd8XgzO0v17AeGvV8wPkXAH08tNzpfa5Y\n7wrWEedH/D3Q1XIAa+WUq2OcnfOqXqUK1wNkZbDR1cRe18/LclNk37nndq57+oG/pTRdkGnGpjiZ\nkjeGp4i0hf/eHW7JJVjsuCwuoRHP/crgoORs7JqbHIWT8vRlyF8vPi8jjlZgKEzULaSHtcyw93qk\npfLMwHb2YKPDQDPEo03uW2latwrDUin/rDxY2+0dkvsqknn2Wh4NF8iwR2yZdKKMhHdP2HM/UKnY\nIR2zfT3rbGuv7YFPLC4aqnrBKSGcEjeWQpVT79IFZaQnHGw7ewJXh/ZxOLT+5CiIWCQExgqN02TF\nZ7qUMqbE7WmkLCPQozdLfzkHiSoyk1lsFB4c4UbFqnc4BsqVpTuMsmSb0dys+mywsOEWd6BJrXFS\n0ZcFlo4yjlJ1tHg5oqzKpGkyjbuSJT+1bre20+cSZB41U0k7TTEWbl7vOHphYMdsjVFdrcuguhPl\nKIw+4Jfpp93fG0pa7vcJgpM//EdZHx2BswKu54jDLzHo8fgFBg9eY9pmu9x5cSVW2E2zjvCTYBMK\nldsmDLyIVjd8l2a1CzeuTR0NKYdWmJNwhBzxOrTNhwTo4B3m75B4NXHd2UOHSLvoRyC6ctkm2UFX\n1ZVnSLtwgNzoYPBbrpzyU+CJjbJMMYVKv1ywVyivef+13VkF5ewWDfBJKeQGtVQtqflWibjEehcq\nzH+m/lHCqepcM1+VsjzwR60/leqfPiHYQaEOhb65Chry9YpYGrmvtHVl1FqBgR0nz5DVfYcrX6ux\nabFKh0jO0fJEOJpCry6OmoNpOruQTgwIcsFYo2m5Ak5OVsOT8g+GJ1v+iUl/1btrEK4rUVMCBan3\nPQMKHlDxZsC3wwxvy9wdb4YwHE9fz3FG11chMq93rHIplV2z8CGmYwmwxa0kgMUuBLcn1rIdbKMn\nKVBUfF2ILYIO4In1TDWQzqd3f2Slh4PK7enLayOhHomjB+CoG6yfKfpdVrWtsmF9wJga8BzD1iL4\nyqLonkGrBAQbVitTaVGeBoevbqQvwDPy/TAeHGFZKDdbEmxJM1oFlSJeT2xJhVXeLNfVhNbXZWZa\nnzpmuUrWhQ9FK2HWC9zWyF+Jj5+oKMcBz1ee+1jIG/BIiCekiDdizmFcd5shPuq2CXQ1SqseUIxC\nAoyeoTv/1g031Oz1MJOvq1C4tUXUlO54VJ4z9pRLLBHuwFazetBwPnJZHziL0sFzOxZULI++1vh9\nmRUQYQ84ZZcu0A8XZPbBRIBNg1ShXxuarA4GH+jqDNnxi83hXx93rghSypD7L+Lyrje5yVHz0V9D\n2sm6JYFH8YhCnA8IIOjpRqmh9tOLf4ZgaStAgBL+A6/hbm3CCx+x/rl6ONnZZjJooapHYawa8Nlk\nnbSArgsu8ykZNQx3aqFABC1+HR+G8SHLnmAx3GOPWrajFwBl0eM1tXob3ihEQEaUuytqu19xUnWu\nfNV6nB1E5vzfehZPTAjuqlN0NYfW3S7OG6BsLTbSI10KxlXOyIGPbu20BQp0mN2kSL1eobcF1vda\nVtgcm+IEuNvi7AJ483zIASw32H523r3P9WAxAWoLZP1k7/54s+fTlxnge5X7LTqL79bpOrFKmIZy\nV4A86hhBzc7w9AfztmNIFR/IYwd1BNYaeUIrfbfHfgW8828sCxKoMdDqWH80cwX44nC+KEfetPQe\nupUIk4yIn+BMy3PGbJ0hrcMx6x3aqkZXreFdH+jPmcr8OftV9C9n6qf21uFhpe3UKl9K64vm1iSR\njHDp3vi1hkQv1e9K2VVxWpAiO6XksCjnxj1hYSOYYE7ip2tz6gU3GJMqhb5le7l1jm95NV08cDWf\nuiu/2gvrxwjRmPvUitRGYxAPHDvXR1NPmBJF3XrUjm6lKfLRazLYZnU+v14vr9LkzoBWaO/0lUUi\npYP50oxLixShaq8dHFDtXQMBAqdAgAJM6+Lzde4OF89qa006FZRs5/M11GeLmtvSH2b+SCdWpHcx\n+JmaoUroE+UOdLXm0E5yjjE5v54OTuEm2lLmjkJ/EUR/d6nzRqGVVkN0tQTNjFBa80AtT4ZUUjIr\nvL2cWA6DPfqsugRVC4cLzRhXHpPqgDeHQ+5ghkBAF+Lj76rWLXOrIeEmB7uhA1d4PaK0SoSsIMbd\nUCgk5cVx6PHD2+duK1cno1iY4FEzsX3ll6K03ATGoX1p8WFpmgNZ6qXwhwmll0LlfMZGR2tOGWLM\nVq+DVIDEOaf6EGVlcy52aIZUHjgyf3urdWg3+HvkUhgPfqJivfLsYG+1obr0C3s+YQv+dIMt823m\n25fJpgDPDKUmWA1AYJDtee4NYhXSYQ573+tKZuCqejhKmIt6wXanRhVYJtg/vGL5ZEfEHyy+OBZz\n5rqxK7VZSkzCKa8Fo+r/bKLL4lRSSbv+gD1hC3jCl1kpRBE5A9qbgxqVaTa24C3e9P7Q4jGRTU1j\nxgRdW9qz3iWvkXrl+HEd9rjwApHpvezdrQ0VmvHYd9CcrIEUuKd3TpG3RbYCiyG7Wn6f4nRpCLIQ\n2tPGvtSdEtqV413r44JmbIdkqULttca2VqRfiAGhe/wNzcLU/Fc7re1lIQfIIP6b+OzmuojKZ1xX\n0RVZBWoTA91XSyO1u5liuF7Uo/dVbdWLJwd6NRDj6F9BVzEi5spg1XA4Hi7oike/pQUdmK4acpH/\nxARsArtPVEdirM5Z35jPaTxiCMvGdYtRP5SCdr2Nm5O1g7zriLa63UX1vjMtw4qZui2AgOYwbB3N\nIwZ74DDBNytnZD15TiVqDiuPCJt/QVerMxq4sWqNFdGRcxdupRCwWuokvhaeetXMOgFfoFMfr1fh\nu5AWwmoCuxKh5dIbEl3VfWcYja5Imrl7czLwVehCZ5AJ6+4SaAK0aWx4rKI2H3RRkujtMsGQn1Fj\npxpN7NVuMOczotY5mC+gtx5QJX5/FX/6mVXHBujqJx94s8oRErsIrRxF+c7neLD6rTmFNuBtPWMx\n9enL4NsZ6O5wWzW0dCGrqErpimyljswR/3QuIMp4LFREUMWeTZVonpalD0loxh04qUGIrCrymSjq\ngGXpx0pEP34a/Lm1bYYC60134wOU+yEAwSNJhCqulK0WqWGZeMrhhFwRmEXC3bCeklDx4tXQGoCL\nFWkVOV0BwtbxQbuhWuImEnDyLmDYoejvH04nlolpaYsyP1+rmMSm7tjzjl/oLPJ0aOd9O/uniRTm\nE/0kUCCgaUU9CzEpp2i2oiShXkwBCwFzZBIynqVdOi3L9dwMTFTg1+dtvvIVFuD64fpwSumuXCF1\nv5FxvNVemfsV1bMqE/kR4MJ7Nz2oZVqNDkVXq9AVhI3XEsTAu2jXofKLqjGn71/JUZmNWKVS9CbP\n/MRYB1U9O2qCM9uTSTpNml4fMwOIxSuZ43dtJkWzx2wptZ1Hb+lAbp+TUKV+DlXarKJhQf10BTTH\nZeYPw3PDzHdM1C0BTa6WsY1WBRoww5UGP0Z1ZfP9uD+HSzWB9C9xXJlEa210/gKzlAlZLOpqHubc\nK7bsXBZkJxp8raKhIF265apSR2bH6Jgtau6aqweUYVxa8OdIcKWSfA1H605sjvcz6SqzrMt3IadD\nO5e+wUBgV5R2MceRu3tHW/0MNJSvEvpmwa619qIr407LvfEM5nzHbY2YoJt3Pr6KU74i5Q58YTsi\nGgsL/qU/Hra/3I83i913tUc3zIHnSC1daoBz1TJuRkCVN6LKSkPanrWCZeZLNgBHDhQv6xPBjKFS\njjHimptUtlzWB8SSn1m7TIv71bt5K2sR/ajdVfoxpOElPvB8gEH7Ee3u0j+HYNL2E2xuM5eM3qE8\ndz9gT86BKwlsJqduK1K4xFmLvxDEJgliva+A8hT9ln7FWKUQ1LJfkA3hmnCysUiZHNXjBzjo6Y1W\nZlKyTQ/WCyxInKSFaxX6tZUWBm2KTgNM3ADBy6UYC6j0ZmzFbi9jwujH+XoTSQs9STsAn91irFvC\nvoImaVw17/Acmxy6Lt2Honb13oIPiLkBQGTZyt0AXlU3B0yYk3WlLWEugxKwKXxK42Va305NfLpz\nk8qyQQx/KQl0sWZlxUp1dKi7SrvK22yCKXDEQCoouzgkw8vcY4wXBUDdhB5yFeBlEEZc2YVejGPX\nHc6bggWu7L0UxQLVFj7iEPe13W3FlJ6Kd/XM2VYmYkgwNIPBj+o0egRWqlXabfKB6IrQCiFl9qo5\nPRAMZ9NQgxQAKoY4yZbU2ZZLmQXviozHugGm7Rdc2LuQo2V0lFVoV4hNpYk6iJYCRea1/LawQEl3\nucqoaFT9ir2oyYDC2Xo+N1WM1xmAZQXx3bRMHz0krLh2ebqoPLOmHTArAdZGJFCIiW4DrK809ZxX\n8SiM0d62Ftywn/5ww3a82TMw1tOX2TO1aPo+YXLy9O64gARb7rYrDAuClnpFDxoyZQnAi1MpB7lL\nuG1/fKZm2LDnvokjiAeYsgvusQ6YoYVzI2EPYwPsdjhceWdXGwO3TPDlfXZN7n2wMjcU2mgQO7DQ\nG5MNspH8ak/AZtL2Qled6VtNEZ8ppSzmqmeubVPVQ0Ihvlplb03+CXusoKfeNS8QWfAR0tJePGqm\nXgiIRonM8xliWYIeSh4qjwOpal/UK+JJuWJGttovz0/EQ8KOr931XGoMoiolmKFC3QF7Ttwp0IEU\nNifV1+43TFN2KfeSLkZ3XbWTT4Gs5jPEqjO4qr+qChoSq82ZJL28+LAX06qlrXCFRV2mcGxAk0v5\nRX33Y6vp9G6ICoqndbCQS2cAr9gV9h+ZyYHgpksQLw8JYBP0MGPiHuHnMLdTG3C4XVsEsZ0tXTWx\nPl3gIKP4dQaSI6FALF21Z0VcIOTkpCHRDKtwD7eFu5u5bU/0AIvMCCtHUdQocVeoorT860pFVHEc\nqHL8CuntBDqiArTEVdJCDcr4reMK/1bybtxPR9Aq5ihCXeWlU19gIIbg/96dA6sOGi8XKmPU6Oc7\nSboeLHjjjCQbKVBR/G0YFty4oduouzWucVsyWVQZf2109TR/hJK64WV6zfFBJwonvaN8oiFvjyKA\nkr9UKD9ziXDBYzfgwn7CgYdHZB6wsLc/lu3tK9DVsueukHv2SZn+jsBkBtQnk1RJVoVgL/1w7XZC\nPVMxfVylMWOqeEc5UUW9p6x7VTfG/vSXLjjW9r2av6giyj2cTiwk0tfiJpCa9tXFySTOJ1M/1sr8\nWCyqR5V3gTfoarf7KtwYVL7GsN/KRRnRV+fmwdvrMHttDiXUfF3mIpfPdnffrVTP6QhKWwLLRCNN\njIKDi8+DxY47ugQpVNh8WCPK84Gqy2ZrxnWwTnucneUNLHwSaZp4QulRhpO1lp7OFJXKMcGYxEGV\n2mv0566ajbLCaqPxTR4m8rsHynzx+gubLz48yqR27rU3NdfoJ/xqgpDU7aeI6H4a0FRemsOKr9N3\nPqgvBievp9fdffajPVcIzyG/2x1+5MFKKFPuN7eO3R7LgqBIZMxyk92m8dK02Mcj8jyoKz9QOSSQ\nIGuUqRAqKTl8IYQ1igYUY2ldmBhrMcKpiNucfTu2O/bCAnb/PzblVpRJLZ8xkTdJRQffzGannJ0H\nA9/xsPTJbO+UtKsP74opk8/on1dml/RcMYTN43abq+pIa1Ir3GWtWD9LHu0FbOtQ43I0didWu1IT\nX3SB1IuwwpqvOwy0eiVG6BUDubxCfkpflL2vbKyO4YTtiRQaXZW8VUU0Ad53ZkeY3bXI3GoxN663\nh/m7m7pr5lQJX/0Kqh/1zgPbYV+Yf+mP9z7nJUpNAPT0TDGqY8Mrg2hMcsJrhYRNfD2zKuQQES15\nhQBeVttnA0M6l/muqUS73wxP8WmpTAsr7eD74MbE7HSzpTWOlhLvegoKUM6YyFkVc1DeB+wdeAAP\nuCZPEgVIV2eWI86q5p235u2pfxl1OjNOdPXBZWWcD7N3mOvxmWvXl9IO28YB1l6xVuVdMH+qA3MK\nUOe7H5tbrasfrpHmZHWFtmR1u9+zIhLqmFEsclRLg3R0DeGC5i6aIOasVYGFyrq0cXTOwXmRogEy\nUI2laN21orEX79wCHR+P9cX5g94L98Ftp1xwj9YyOvpFjxNaDRoEvbXIadINcx4bdWrkssETbDWp\nV3t/DhbqpUJUHU0CkaGjW8vnnQqEVOyKueTejodrgFoucUbG0cWlOm/eMhlB/i2HE+qn63Xs6ZnU\njoaHzVsif9Ans4qBnKZ/ZUKckdvplrYMb1JUUafjpAcCmXTUDQt4mq2Hu20Jxxb/mZZc/3uBsfKJ\nK1UVb25HmfayCT0auo56kjKrPHExOxsWJ+1EUPaeSzQKWyHlqMQa8MzYo8RVirEg/UK2dLvuuobQ\nSmSjw8W8EFXlxIq/cxWIniMZtOXoOnRQ8S6YtnIewgTaNRwOpt/jQlwe1GuZw7AdkQDLH4btlUId\neCiM+DyAVR/MAWy38FcZfJk/vZ13C272fPe1ipuasV1SMETKq+YMGgNlRZ445/RdkSqGontl2GqC\nzVfS6RtuBde8BMtmgoZre0NXLHO3xm0i60jBoB9AMQcbRjwk6MqewLb1rIW8DXtKpGq0MCL23Wxr\n3FedFa2eKi8zhn6MzThOREl0VQpXhv4LabBPCcpF2/ZXk6/WOpx4YhQjX91qpnJUpKirgBEruoEI\nYo+DA6NSq+NxCLNUwcX46rSCSQAAIABJREFUrGUF9UUzGRVb18SyaT66JnAw1KILeepPOnCG6uZS\nNxOJXrin7Mq8Ej5SpAJ9KjAhVCiIUfDovk+ri1uflon8g3yW9Ttt4CvX1DRQX3lxEC0eLiwKhNBz\nD0sgkl4f+UnGbajjDxqfo7VqAy59BG9E5aPZoxyvExpKiiQMwKXHOYNaHtnsYAWtklGCrjRflyzJ\nyeF0QBnF+KAMjDAmdAzy4LaAxRqHJquQ6Oq0Z9tPULHtarzrGVQoa7GHXpxauzmsOH1OWVStLZr5\n3pHKAo+13c0fTos+lji19otev5nhux1EKiW3uI0cOBp1Nn9U02tVXiMtpvaMv2kUuPZpCglbpS3K\n9h1hRtEQujYKY7VvT5jfhUiQXDCfK7YmXRP7OpWHNRxMBbtlXlRumtsYkv2kAaJbusGlxbksTrdu\n+eESvt2N6FvP4tFT4YV/WzXqIwb8YVvP8juHyodXZ11P2BGt8Afc3SOF0DZfcHhuD3z3BwLidOyX\neR5fiGemYMhufVWvuz1FVnQuWst8nTuUHMmY98q7asUUBG5xtzoGR0tTif+ANzZ9myOssqXMcqLZ\nKjIVJXY7seqERb6lLU8DGRlu+sfye40VRurfUovx1Wm5xao5p7aT6/cA5ab9HZoOn09W288S8kkN\n0Lwr+VK1X58UDc9xBIhNfdWoKwhzGF0pPZKPsTqxYnVT79pTUGJqFxtbHOiKWmV8JpEkYFLetRdV\nMhLE9Ja3MjalZoNWyQMK1qwusOHUi/VBZbIpbT6JnPQMQODtLesm0BVy20d3sqcYcdCjzxAb3QIx\nUtIzDbiJT/H60lHN+DxKTvrVttGi3O4thzAtvpXGSO7tUh0oZWJFgh3E+0CuNcxlX70sCBLuzLUw\nmpw2KuxoSSKVLbIJ+GLVxsrY3LLolp/9+tDAJKwkqy26/J2Jto8yZZTUPDwPbCFSSVX/OlrmgFZF\nJ7B2Hs0h4qo4j2kqHwlNBsoZ6ErASpBUPqdh2l3ZErzPKBd/9OIgACzZEk2sw5xbhwoMRsVqY0ju\nMnuWKoh4LCVb+a8t7ZKrAhvAN0qww1l1Aaxi6y1dEnk70eHFgng9qnIVjMmu8fujF4jvazdG7BwU\nd+a5Hho8zEm3+VtglwW4ZYDiu/TZp42cXKuso8E3FgObcoCbOzpm8BFEOL7cy90ea+9K3hE+pzh4\np8QlRP/ENx5HFrYYwcyf5a+KihRdqYmJn7bHEqH02TyCEENQbtiRQvYS/sk1sZF54qrEUihItGG1\n6c/ou/LKk1kWekCUjZggxHI00VW7r6qoobLFyDlEHS/c57d1Ez+d0BAvK9if+OlEUwc4IHNM4NI8\n7WdclIeqNiUp+n0Eud05P65V65PVIqIEjp7DPcCHSU07wJ79gBZ7Y81vG4gc20mJKIePaK47DWzI\nZ68CoznMsyUG2FABW6jV5wna4oGBrq5tuTZz3tEevmmyF7CzQZsWDoFQLSF3GljdJS1dJD5hhMt/\nDX/96GWT3YJHe13+g5YsSpdWSufW9auXGDW6UsMwGZp9RC/RtoGxZIyfRzI092o15AxpHz6k8hsN\nN1ISfodXvGw/LAFFTflahbrz3DqgN46fjqvmYZOhNhhAHbrjhkoNxWvJWRfjxfuR1vS7hzkY9GyH\nu++9GBVMDGEjLmU6XRgTIuOWfCM2Mtm4F/G0a+2lbW/6RiPzRfM0ZE4NhW1GQxnn2WTspbeAB2g2\nIawUSYIGcDiKn8ASQDBffFlYt3F2NdcKL11w69s7ngkM14tOXwWBcGBuwxLPh1a3ATM8ZnE09S32\nHOzlWiu3tABHsO8mFV3fgj9hAN5iNDzgT0SaBjwUq39OkDsXZCLdaHpeyiVN2w3bdXIOCnjhuRcn\nKDuPMjwmFhbeTSEtTubB1eVGwBQKrZJpwXIvRolMYNOQdS+YVEPC+AHJ3yLjbDUKdB8bgClSOvzG\nRYgj9rsNuTdO6mh0tXxKRhgnMwIp49pWbULsPGMbbgXXyCivHqqjyj6objThYuZRAt/iy8ctZtuT\ni5zsiin51DKPVpYYt83oYeNpPpWeQ+XyJ+8tKQ3XPhjn9TBb6TkNeukzO2nD5ZnoJhM30lGODWeP\n+o1OBFOtcKu8AF5TAvaR4Mh2b5SebQJeQBm7Zo3i65q04hWFhBpVtbJukEFqrb+OnzDeTQog3IsZ\nspBqcOi8QYZhJT2/jN0Emi8c6+wMbWdIoBZUv5xSqOjqgFa8yb+buMrQru4sJA8VXR06xtwr2ahI\n1F4bss2cBzCLW+uCcnizaaOpBuDI+bq0p0wU2csd1mGbExMEpJPs4ayoe1mEMN7yiHrx3Ce/hmzV\nIpdAB5JaUVDYtYRnZmbO1JHu9kgdvjnxVsvqJbBqquIHrwW19cjlM20FyynfVZOqH+rRAbni1/CU\nPNY2wMVHEJuI+mvttEsPtcvo6WK1soSAQHbi1ajRPmZ4z0neOEURGD6LUc68XjwTCS/uxg41EouK\nvY2qbfj8VKQ3uIo+BauXRYeszlDf5R4bArjUltNYc48gd4/FQcCALX2DQw9+6jJCgs63/vDmhnvt\nB4wK6pxBbHO4femPBbhn9DrJ9WpxRSPm52flaqfbDPWZ4m61Q1BdlEZxtJg/5nwiThNJkCLI+lir\nFt2Rrbq/bkHVISWlKM0zID3u0FoLGC8pUQNDSaIyEghFrBal2bMRW+0quiRmRMmc2trk2h1EpC0x\nFxDjo6HWEpBsMcBm0waWyZtG0bnUpsSOD4eDWzGBdQRIFUcIbywi6I/pWUS6uI3YNT8pH2T0AF7C\nOqlkPCxEOrc7yGNzAjzLVzm6xI0JnhD+r4oS26kDyPJGLSUVYtCkhKP847q7ObFOQQ7e9L7ZKPB4\nvV48qxBEpDerFeO2SKOozuBkKQsUbb5vovvur6HEpRvKU9C8uyp9vucvTML9lMxCV8QzA11Re5QD\ntVc5mdcqwVaFXl3RFe2NuCLwwiHRGMUrrxLcrE7ia9kazbKa9Z5hOmtWmj+0vZfliyKyrg7zYGk6\n9F90ZtAvzhJ7FLYjBIk9WI+FWH/hep+Oj6OBbFEt5HHxi3yrhOxVlFJosvBHQwlBmYSMb+Xu2rIX\nPtpLrx7PIAXQQnlZbGXVLL/O5Dk4lqufK9NY7L0XvVbACa2Ck7IWmfbU5iaG5l6uflYPfjDHLv1Y\nIusIEgJjHb2iqRz7piyOp+j0UFX3VTXQjcyfX5v+QlcoVfQWHrmdxsUMeBN78rlpGp4ZPkXfVcWe\nh5WXcKhGRQZGy71Xgqtd9vzJ1zPqPDuGXq7J8uSPAxFcjwZqB/Z0OUtnDM4eIXGn3uJKYvhm4zhC\nKwqTv1SwOWjD7W85acs4CVp07RnjvFnn0PVr/fWKRJ7Wumnm6xhFYbcfaz9E7QJD7A55bo01RV1t\nvKqxi2EbD/S7jhKAvqEYy7P8T+N7tWgFjPjmSbO0tGZo8XJr8ybZRSDE3iqHlYDB7elbwuTKYYgN\nlW4bQEWUmzLtsiI8GPAC1pifH9CsrhgsRuDdZjuzQn4UvyM3nIrBa01YD/cabjzfHWXNgW7p6Yia\nNU6hHcBGhPAqtPr1oJzcMHgkm7nRfodQvpJ8Y3yKvquvTcl2+dQqupEE3Vc96+iNLNZzJ06f4plV\nJw/mB6elgUTywiQNd9F/RVeKcgSCyOix9AVGDBP9Q4PrhpygVuf2KkwgDwlOsDXqVUzQ/Eoo1es4\nt4FE7Q8LViVtlpN5b3+MzcCmBXOL9AQNxUgPALjtQyIqALcwaBMyvFbmy/zBwGUhV+Ko3NEHCBJa\nhQ0K9xVTHeXicCKtSMqQls7ryF1FtMcHYHQ0B497CiUdtsz1ENsJ6cih56+7I/hZ6k0XBDWELmph\nF0sYStkyy3YJl2GxC1RUsKfPS0YY7RdTkFQJHWuVj3VqfozQKz+cqWygRUD55WJQYO4iXADMtmeG\nhfHGJy3c+ay5wKO4NlYs5O0h85H6Ak/xPiyDu3/pjzhRx6ucwFI5bMLNzLNrZpmsd1dyLKtYKwKm\nwyKwqMrkHDxKsUqYPDK2N7TYLYUhOgNjBboKmJX+kw3ourLQbul2MmtXv9jyYC4PM6ZVXsPAXJGZ\n8d/uTYjtq7gasxpHaqsOlg1/wAeW9Q4iqfkgjdWEiQUU4txdp9tGAZPaZr+xpuli8HFTSY6X8mfB\nWNc2XaHVqEsKujRgAESy3+qoyqEjPBGJdtYr1HWiQLa6+G9SflN7i7HqLdboUnWLzfw6IHt7I1xK\nhCNzzffRQGkhXiP+a5NZXq8wXlyV9uL1o5k1dnwh52Yje83gp1M730jD4ImUfttbKqZyT76l39Gr\nqW7HymB+Df2gx8kSXRn84eg496K8DFWjHOAWXa3p2jmcH+rXD/rNwsirm6TbaTAw/aagK0ZyXIGU\nVnr3Uz7QRyPX/YO/u6CVl4qmfl5zaTJZGLvt2IdAZG4wgzu3wA+MhTI6rJVIkehqLc/QlOmiOzwi\n4GgwJMZCvvhYm/v9FX26ByKM4JkoPM2OyZlvA0t9wO3y5ufS0KQu+l2DySDeREi7Irx6z+hG7Z3C\nkjdn8pDzdYu+YbEmqusCItTgzfLor6IGby0xvl5lMpy71aLhvor3V3c1uu2AGd6O7mRwVj76OQAL\ntO/Co2JQe5uyV+DhjHcPAfQd7YqlOvd3f3S/Ak9fviMJx6YnDIW9ErZSwoDw91IBGmzlIpwilvxg\nOSRSsSarY6dhhjoU5dXLIn96qE4X2tk79B+GhBWL1QIQacls1fI0sfT2rlo8wnRoKbryUVR2xjSl\naa1PtwTNIRpd0UKXCk4KDnt8XNTg84HyKEqbI6Rdvs4XJhC5yuQt2vj4K3JIn24G3lALZ2NgjjL0\njmwxyw9V+KhhKIvDbZflxHdryFiPi+XW9qqfydj1h4gf+ABnFNehklr8ME5yvLmkya8wXzmrpHMF\n6gWsgXduiOu7pxyqKF6R02ROs/h4DC3kgVFIozUMrMdHwojuLkKWjvQ8e5SPsrRXrOwXVZkgllwC\nXT0FXXlvhQEy2VX3ggm6MoBxV0HwAuCNruSMlFvf1XqBe+qVxFhUwkgeRluMk8/QtGDQVSGtWxfO\nx0y6diZE2+Q8i43S+TDRVX1gG7VFaZrLyRSNaPdBpDeKUNeppNpAWBoPEwQZ6Cq8UAqqtMHudhdM\n1q6viGmximEPN5xn6p46vdMcwHOvSOuYbazStJndawC45pjl2PaTNm+pCKDTi5JXsrVFBW2TNw0N\nL8HNTvKaPkWuseQdxfFdrhgOQ9bOKrWp6AeAOc0oXLguOxtG1q6gCBkFaMVAfeCNta1cKOxMocDn\nBrmn4V7hMPLU8/w1I63DF5XWo6KBi8XbY/uhGfy9ei3eevp6YCNj2xPTbIHkgY16FO21zAnawo+F\ny9ANLOWFu434iSim6tLpxW3gXjGdn0yeNGwJsOdEqyemoka1IOrrVX45r+WMV1raJbkDEywRTFz/\nkaLSyy43jw+FWFO+2cM9M57XQFeFSukWrjberYFxLF0QD0kypU3N6lHgS2VtNzwkqO3/2zkq60M4\nnBTmDidQiW+4i04qyNtpdtuVYtUUeVjb9ArNtLulTC8ozjMPQrbQxh2X1TE27Yp7bmmoHhZKYLAZ\n7qYEEMaocAoquuK2Rvld5XQSer9yIOCTUCkwTx3esqQRZE9k3U0+mtJKPJtdoi/j2aTLj8uEFy5q\nAYBbh647rlHtmY2avNJDF4zbBnVlsEOv4l95gC5ECTKgN6L5ViZTE3BXa9IgFifi3Z6FMh6YPzUi\nUauMU2NfiSSd6RMqs93IWNR7FLSYSkym/bGJjzayDJOCc0eeVVatQxxRggXAIoC4q/OC/kMFVoj6\ndSeaisvRSl2KUnSVjY1qSs2wpWLLsKxC5QRxnotcpXJdOMOH6UdIL2C5/drNY3PcH33EoLTShVeJ\nUg/WfDk3cMWCKbj3NsbUdoaw4ioq7QhQbs9MXXfRh+yGT/pTcxX1boC8MQIJHOOzXV/9WubLPZ0v\nbtMRU/vYfHmJy27VWs+7Oezp9vTlwHM/lm0zf+7H09cy3zBzxK+cf0QUFDvXC1euQkWrxnMJX04F\nouERXOXNhBwWTj5W3tcun3URlllhxJdGD0BFskcpFZpac1Oxi8n9fLI9KHqf1wVpmQu62s19Qwdz\nxL8+kuWFrc0a7CIKNiMHSzk2ckruvZChhg9FD9ui9zkDvgq5GCABNKVq8KLeCxmXeVPNuy37JRTr\nUPKXYXLAgotTsGDHfNtaBaZqlJbJEjD6sSJSPl+J0aa7oCV95bJmChUDVALV8hu5Nkpg0EmMNGGM\ng4GPJna00dVDIK1rvzU+4tkqJCS1nHhXoN99FhLSaZIVzFLRpLKIWvzizzwHvY3B3Py5jFXXppVM\ne83EQr1UWvZUGkRXT5gnunKr5ekMbPdqSK0MnglF00HVFJd5kOCY8q/cR5qbtck0+iSGApM5UnHC\nw4y7o6Laq+S7TpnQRJYFkmcTe8HX3agfprRIZfkNvxL6nIFEXmaC93ciEX+YA8sWdi0XPkoBOrAr\nkJ9sXBlntldFehlO1SYR7pfeUWRWX0Pl+XwSRzAT8tzqTeRgDsFt9GBFpcsyWRJLi+f2iHjB2S4h\nmP0+mH9Bk9rAY6XVakys5Xvny0RX8QEWh4CVdT8LReMuHvpEYCbDk7gKaPetsr3cV0Vq9nLFj1dL\ntb3Bqze2pPDEXCU91pY/da30RYG+K6vAJi7qWa3rRQqrXZGGESAf6OrpFuiK3Ddk/z1hb+WKijQN\nDny5H5j9F9WtHAMTuoQR/RAJnTALqaD3hFBWyJrOqpcl+vywO5AiU7f3Ea0FS+XYQbikcT+sF9s0\nwRPUj1XBJYeVlQZ//JOfd4ArugI4K700X1VvsetAYzeXgBFfxuCkdig1zQqtwM/NkxclX1wqZfGs\nI/IcCdjzYGxknr76DY4Jhu56h/3YJlVgUwN8F3AwgVq+frHR10utPwlrUT6iuLTf9d3rMwfc6foA\nqVGmqPV1NEOGAldW6hX1//UW1ylj2jyyKJCQNsS0f5sdH47R1UDNWadfEDM+5UKWCTZxTPpU4rUD\niYzPol68QRVS5cmEdZtKXZncir1etWdwua86ZzDZW1N54xLMxUdVoIpGBWlmZKWPGEthymzWgR7C\nrq3lu0oLY6bOj5PVZfayBAntsjaKflRkF8uXkMJcj4rzO6Wt6kvhiN4MJOKORx3YFhmzWJdXnimG\n50aOysfqATTzyze0XTX/n8gv6bd6gOYfYq2s2H7YqWP1ysZAPC+mtOxYZ4lXU25rZtSDRShKKOyj\n44qA8IbwlG0a0yY7DMqK3EINs9KIG61OaU4dmMaFP1nEx+UBQEVRf0dJ1+PFrCzpL3jnnmYpZOyt\nUKchYtAub3/1Kwb+gscphLTJK80KTHY0hAZ++kpQhfW+H5IfC8v2uz9Wr6UBwLJtsABez/0oz6CZ\n+ZfPx6N2MVT/eIwfqqlS1y18Pv/x9YqgL1gq4/CcGdTuwuuTowKg1p8rqstnIIXmBYXgKp+9MKyO\ntvbmXXh7sMJc6V+1lyTZKANlioZPS80VP6cKzjaO63aW/xWFSoeKIzFWgIyqehhRsDkD8CEmbS3m\n9YpCUvT9gbEAMba2H91NI2bIgX1y8tocIg9ZGxWeFNVZMpsgPaWOn5NRB+uOmxxF2vsQgqfMGln0\nojVd8KE0TgM79d3lmUZjC3heZLI6WuWzX7RZsjZZRfcQYxJwJ4duMuJmgTfI8sOrp8v19bTlKn7y\nU7uvWl2EGa0nkzz3ZfaEPywl5gN0dTiudDZ/QScFvBpvqSsLMgk/Z5vaOD/nWV6P7W2rQ17cLu+y\nZPGr6cxtQK6EgHVHMQSkAw/mxyohT7pCbbJTe60oRwnzeiaq3nIWDeBcRGO6c4tFPTny2Sa0itsr\ngoZrxmFWGX+LRTZf9MpAdG1pMt8yCJ1ZJ8cgkDW7/HqxdDXZMGSIukUAWbMxI8POcQ8PH6XzdW0p\nX0mY5AUTi572qFklMnVJ/+HlNQG9pCI/PEKDtmnRcddwyv0iMKs7AvO6biQkbbnaCZdB0W9FolE3\nOQFwqOXPTNMQXbjMH9ge85PCwvzAJ90XgEhnNZJvlefzgf3u6+F4wh6F2XtvoG2XnYnL/H2veBct\nc0P/eyUDYhdGyFfCPg9WJAeeeyVQKdqOhO9BhoUEW2acdzeUE3XuHzxWGdNrVat4DLDov4DgpKfk\nBb0z5GNqOzsypuCVDueSTGsWeJpbqbGLm7XfRkUU9dJku/x0aK5rFPk5as/rhFZFXiMMi20/FQ6j\nrQBy5XHWUhgr3q3RE4rPWlnEp1xLqg8u6MdJg9YpMGs0xFtYhw1jbWwUtal1XdAwJoEgpjysXq4p\n8Cx8Epl02GjR6IvXUOPm+duHZsVekjnF0rvhfKNDZKUVxa4bBHaXZOQlUV45pXARuSrtpr3ZcZZi\nQfjik7wiDYSufo4CUi/naJE2qfym2AKmgaUel2XB62xe/FJXJw3QFkin9a3NxQrGgrYugKgpQuGt\nJr92Zg232cED6lgbLc5QcQkO0+irNbfUGbrLbr2X6W1yAyJj++YcVr01Mn8e7yL60v1hvQm9uOFF\n6mjg4ToKsmu0DYC4jgQNUsjhSeIrqCRYjlSpQTlRkUrQwNAAH1ZLnXvKRZUcOKlzXxU+szgWWuZ0\n/a68IiXiGTs4LVeEDBqBm7p61TEAHmv0niuDPVGZxstqpq0bKfrm7MRk+NrXzRyXRfPxlhexwxaV\nxL6NhV7EVLyZeyf2L6+Ku8oBGGBlmdcBVAU7khuGCsniK93gzJzmD/i7rzfbZmkaBvAXYwogNmU8\n96rNdsIFALIvo9AV+5d9ZI7OdLorzOuupf1hQNIcrqI3HUinRanLbQqDjj2D5514JgqRvKBWMlbN\nu3SHJXYe505dLxrdULhiv7smsjgSikAko+4jteFZ+E3FXcUwxVlkwpCbcpIh1ybTccUBFh8WY3xC\nf14Q3E2MSGKs/MrUwGFRImyQSaT2aUOtvFM870Wp9W7jHHUodFU9rpfPRp247UW/Zlt5inPBkWvE\nuk862S2G9KUl4hdft+u7JEMk5wZjKfAZ2L+1KFfA4ymeKEAOkHtdtUaGFZP7zkEkH7uIpXHA7jHu\n4ObjdGd3JYnNSdR84cbBA90D1TqeAQb9uqm6cDu1jLSzk4hqGyvO3QpaBa66Jmpvq6PdJyZH9G2h\n7pIPkxySqPAjUrJno2jF3S12NllZLIjeuMIXknH4k4yhSBFAIgtV/CmX8WufYCjnY5Uwmh/Fbrh5\nnDQxvDKi8Ju8mbwaDix3VLxcAIXHAuBqaGihm867dEra4YRKQddOdrnaOM6+HYgDf3pz/QwgW9U7\nV1CbauDiao14m3aWFIboVUthRQRvPVa3OiAaua09RTMa+OBheRKkSX9ZgRgO25zSKMyCFGdZUTxK\nAVOP6fWyirK6ga0TNuj9XgortbamP++t80Xl4DpZ+9Uvy2jxCI3KvKDpIbNYvO34fx7fgoq/M+CB\nbWZf7keM5cfa2HhDzEs2RzvFPSp9rO1lAJ570dOL5na3xsiOMByCkLxCrApggehqrKxrCe39qg4o\nZ1iWyKKpNDfDd14oUJo01FvXBpQ5sHLQnYOF42DBnv1Mbr2dBsZqV0zhiNveLceV3T1wFdoPsPnn\nCJUUWGDp7v4NuiIBzGSs2rEFKMyyFKyQKEDqKgBkBf9W50MPSeIDQgDOMqkK1BazTBNpIZFXlCCF\ntwxc+UIiCxz0ucW3Gx4h7A160F/dBsYaEEdZKkb62lXVUh+3ao7R4e0AMUFjQUvw10woiEAmDOjX\nTPBmGt+dwk9KxqsuWHD2wpS3fi3DL8KexAyexps2teMTBgpz7XpqhtuL1qSm5umffriwSzx/ZVdO\nsazWNfCqXxXQKNvG5BbAh3O3R2ZjSna/8h7RGoX56ECWqqujfIraejdJWuIwOJxtKHTFXzN2G4Bh\neeckMvO911r7ufGopJTT7QQvs21lGkgSy3TPxcfHAqOyHuZ7r8fjmdRmu3Qw4ahOOWbFcDZEh1rN\nbH2hY9h9VhH/2w3t2u10NjD5E7im9YG7cWHXCidV4vuqxQ2Mu5cauVdA26KAG1abahyWyRG2eUa3\n1dAoE1y0ms8zA5pxduKqamFUHSuAx+q2Lgpf+yKK0rVj7XpIc/qvubu9JSMuvuf8/JlLhF7u+DqW\n47SJtC/7sjKI2MHha9n2zEZsj7V5NqLww/fOqWujmfI8bTdze1vp9EJJYYKzMohW/oJK5msMt3di\nLynchiY1JLrCdntu23sx/j16a+96vf91Gvd5dlgDc4FifafD22XJ8wxebubIAXZhfSMZ6bNTPJsu\nZjlw63KQAu8hV/x4hP7dIK0XpuJlfYIzbN4pB4AdyOMVurJqKu0G7ZZW3rxof4TpT/q6ckpN3V0z\nb3FPIjrMJqBR141b6O66cSORGL5rqYAIXEZUOBHMpWQjxqI3C4WxrOTnqFq0i8vftveCWOqVAlzH\nlkmN/2ub4DmIqou19oRZwcTGXIOTE4rJmyEsu8uBSEIvp6pQfeLKwBKT5SqkLUHOM70U9icLu5St\nnQtUxJX4/GDIk3AMA12NctICUbr7l2mcyt8fp4SPm6hURK/wYEYqejUfAJfgqzVdJrqgK2bCXGuz\nWlYzOXxXjXdrY6mCZ/OhwqV9m7s9tzGRAWIsuj8rGbrVNExdNYOX4hsL2+CFrZ+9lzBdmK907XDO\nFStMqtB6HZbpIqqx0fCRb5IosKBP35klNwbtwptG9Whg6oxYnN0VDQb1jRVJyjGrXZB8mH3Bx/gW\nEwLGeiuJDM645cZZOjiqiOEjjBcoIav6xafIKeIcXkZpQoxo7aCsDkOkG6eav22HW28W3FcF+DlX\nOKuSaAds10wKoRGDnU9f9NGUkk/Igpj62HZMrgk4M+Cx9nMvRUhPt/e9npn7qpSMupEnnPeqMWEZ\nNzPWEToQwTL5quhv6O1DAAAgAElEQVQqBPF2cjYoz6VHOxYH230lDG/Azfj0OtyGz2Q4cBsbqasW\nd3o9q8okgPvqvXq2TDT1fejVB0hNqS3T3ZFGcwTfkOhl2xIXko7L1LwKIVDo4qwNahdbC2Ha5Egy\nWzx2RCpU668nnRrbpMRoNykbpiHPEogsUci4OHqMxBTxT3WkcEDAitBWNiorKt0wqAJx5mhAvSJM\n04p0KVlx0lW9mHiw5LfJQwtw4l0Ff5Jyq70+nnl9jSnNDtvfP02f0GwpL3JKKbn9fGhqrpwYwhZV\naiZrzivPleglA4erlo8+CccfTuSE3MDurPccKXdE0hDK/fEMqYvcUZeoQrRTP/maoU6+jUlN3TNy\ni2xN83HUZWesD9LWNAJTuJBjrpw6i6FF8reIvJlFxzLcMhh8ey19HkbkIl5pv+NDbiqEurIaf8Ah\nGRNY1zDbZ7fAZ+pRQ/PQp99I30pQJWsvKGAxZEo8MZahdJMziHQJZpUpIEsmIK5CSNWqgCCWvFS0\n6q2rDjNJRZetyElA7FoT1LgqTt+hFXVRdca2Vfb8W88TV5ABqEv1oIr8PGYIYzV5Lsi+ITcPali9\nFPo5aRrou0LK9whyig2Af+unv/a//bH/29fju//e78Abvvb/vv/p/+4vcHx++6/49m/4rm/WruIs\nL1SdWKK0qyWj9iS66hQjpRuFiV7rgEb5aMBUXitJxzC6gQMyWXkchvgxdxrooI4PswpipaI/bP96\nYvNwG2RTgZp3TmdVsroUazS+n3xkloF8rHcLqnvDOV8fs/bL9TKwfTx0x4SXD5f4iV2/L82qAR/X\nFRUKwmBFBbELJMW1boBnO2+Ik1yxnTTKZRcCi5/RTnzp6nNKGTheB4jlFGMNeOGTDAySxjN29OxJ\noVeLeplB10C5iDkxDa5tqUXbEwYJJYmH0F4izeE+XpQ7g282eKKq+oV/oCj1k+bBsWsv1EDoEWGX\nd6+csXZi3VEjlV6J9suvlurCV+l3GeNusmfQSsJtdFDZJOqEDte9RTM3HHLAKg8Ti048VDb7klcO\naS/7zFb6vK9AlEbuMHhLbFs0/wZvFQ1D1gpjYar0VMOwZ6Xvp0vjQnwWPlaUAFwClfQ8vjwJuY7L\nizSk2y1X8cyw8Vgy5Zwuq8PD1F1QYe+QF8tt0bS55FlI2gK9+0iOZYeIldspPFIPc48uCGAXbqq7\nkdVGsPxkehqPLqQefXSYu6Iq2xMHuTjA5BeeM17BXsf05rAJ07dyJMW44iddJTwdbzXr5dDQnlIG\nqscakck9lqrIOj0q55NT5JNEZwczjyiWOXxv2E/+r3/l9/1Lf/R7/r5v/6v/59/cvn7Br/n5f+On\nvvbf//Y/9oP/wi9Lh2dZ2AWYbW4uTSwVcYtCEtf7PCMKd0S418k2RubrkHC3Z6gRZliYwsxpzc3R\nCnK0Z+GwD5nSyCk3ElqJVU/fHTcZR9GOLqIovpvW5VjaM2A+3M9DnonfBVcFUEt0JYkKXYdClm4X\nbomUH14llcQXXGLIxYufX+Ot24cp2QzMuiE37AIuFuxK59EoEtNbDamrzmNn5getpG+SWEKZc3VS\nKj06GheeVAlnQ449pKgev2WpdX81NhV01XOLVzjmFbI8aGZF9Dhdck19NHkRDh8Y66O3/PIh3mNH\n7Fr+xEwapySdbK8o8lsy5ww+C3GDh8UbztTegmeMlL4nuAWMEe6VkYH4ybcZJAAf6CVLNLpSv752\nDneqXwEiic5ODkOYi9Hlpro0HwV3vJhwmxS0p9aSgushoSr3sdUd7a48jfcLuwi6cs8Dc+tfPIAI\nw3L6wAAggZGCnnSfiBfkPB8GgFW6FXeYZ6Jst0cebujtWqOa8q5FpUVb11ydI6b52ZiyQRsq0Dke\naIEUUEmPFGqBKEh1s+0N10zcSBCXlVK4zJ/S6Qdn6vmcUVNUOgyriCxnJKO56a+KkJ6pn4u20Qto\n5NTMNF9GPZcBf1wLrjQFN+Vg9gumENbT48jqN4+zFtysJusjY8ITn3Utc8AjiWgRlybjYf4Hfuf/\n/MO/5Rf/sl/7PV/zt3dfz20bywy/8jd9f7mO8uDXZbvSk1a4aLc21X4cShjQ0OpgVs9IycqAVR8Q\nC0GcyiSTBD+RiS809OG7YrE9bjspw/GmGaEVhkBgFDdQkfba4XkiI+KfUe+nPhBkUxHEkdXdH4mr\nBo0EDRprYjI621qb5UirfaFsjhq6nlLEh9dRJiarhCfTpPbrfVDqCwgcU5nBqVljFlNYvstBoxsB\npln8is1FhWNWGLAJRIQf3R121wqUXaQv4NQVd+iEBF9/uuKquLEF61RHDSJrRqRlKhvisa6/slEA\nhQtPwMHfzlbrk4RuRKqt/SnYEiN4e915Sy53XslevN5Qpf1D7LgzJqyGRl+chxxVVzep7iqnE4CJ\nrshNISb/OqAKfHI1HVdB2JFN1MtRtK330nZYGEAXERXLCy6VTSpONKbpr16xIEFVLUgZrReQK2W7\nglATYVwMMMoi9nJS5R2QXxNwqGerYR8dCQUrvZYmgIKAsv7F+5GjIYx5Tt2tChKU07VM30xrjno4\n2mi5YLLdsSzWBz2Offv/SHu/0O2a7jzoWrPvt5/5vjRN0qSmX4qpUVsildqk/6QKpR4UlEgPVHpc\nEAVRUCt6IAhCzwQ98KCnWjwQFBE80QRFC0VBDYQa/wUVjSQpaZLWpPma97dnebDWtdY1M/t+3u+x\nm+f9vfe9771n1qyZWeuatdasKQNngJVS5JdEYVdEtlPQEUd27wS6Khfku2lBhpTtPs1aOsNKk07L\nrXzXmJhjugN2lUvOAHG/biY3W91kIGeSVyE2zGOLNujvE9HuKM4U/TF7aNOac1QujKWW0ukHTJfO\nysGTxj9rqirIzxaE1+3q6o7FQ/tYpYRXUVa2nL+Vw577RfjEoH6Hw37553/j//nLv/pP/Ft/+H/6\nL37h9Y2vffMP/sDEuN3c8Us/+9d/9f/6td/5+7/va9/zHZVZ9IKbDQKPXvfsnRFHixfCHtPc7pgq\nmeqNqXZTOnm59oqJfaBh1LK15c1YAcClT+MtQGCWA8iwxgQbBZ5qmGt/xb86YmxmfyBQii3Zw2t3\nGyVs6tFUSTvjEvB0S2zRjgILHiBiN3uajcZY5I8WEb2wvlbLga8cTucDnmosq1jGuwN07YmqeGOb\n2VQ+108iFRg1ujyX9DtgnU0+2O7I6ADXvSBkbEvBrqKBYMk4tA3nzcWiShAWmKSqknRcNQCKyBWQ\nGbmFYqQLU8VGJeizgU448nLxeERNVatPS8+GQrTJboB5A4x1ZCasWSv6Ni+veH+2HcW9qKCSMlQt\n61k98VqjUm1FrUOMdqOqo+TIhrpaSpiCeKSmJ5xyw+SxWkL8MlutoRUMkk3UAQHIBYc9MnKy48Mm\ngCUk6xR0dTP3T8n6/tH+xIaZU5XKaQgw6jz3jPeg2Fy8XGVvqCSWmvhxRzmciKoLjR0RGnRbNpsQ\nCdKgnp1Ymdc8yiRnq+sHAn2i6rYAMeDJeWSyp6UKDPZv3hpRUaif4Uw3ymiWalQVCIl1qao3Yx54\nXK8d/FHZra5D1foGXObAfA3USXTmc4ojtVTnirHy18LELlpb0VX1hboUy4jV3bqISkwzrxwFNGU1\npDZ3TyaX4UpBMIBIyJ5u7vwpHxscnEneU8jdmU4MUkW5a5Pb5q/qvIq9vhdvx1eqxL5megghiIIU\nwH/l537jt3z99R/+y//dd/8dv/V//0t/5Yf/+O/6o//iH/Lr9d0//N0/9e/9zLd++Vt/8c/9pT/1\n7/6j3/XNb3Rn+wQwbVT5M/kCn5dFSncfGNMBn6MEC9K26R9zJC8401Tk5lZETgbO9tY3Og6iM+Zc\nHmjCZkX0oVJehS+g5Szvv7uMFiyLg8YqoYN1vHOrpXaFwgyZHMXA09UBYttlQbxXmcrMZLNdU8MH\n+vLSx+SBqbxQoOPLa4wPFxGYCsA4o/jstrKnSiwJYHvZy4cHffyW47tNZbtKH0kkltNk2DLaYOOJ\nt1Vu4SD+fYCAxc61HMUl/on75cJT5hCU9+K66g0t7F2UbWyUz64mOlsYrkcHNijZ1pSfwEPyUw+/\nA5suJQjI0HrOr9Eq70nMAmQa1jrEtg2DwL7YqHbJBzdm8qyim+xdNB/tbFrXHA3IlYxMWEWfj+iK\nn72rzi6zpic0b8QEeRtgzuv0hoTqclhGOct9cGogsYhBYq7LkXHPFL+PKsVEBYKfDX4NV82nFKpk\n2uKxNrYbnValPsMO6yuwUM9OGbGmZWajUChYrRRaqYuw1CYuJqhQFmFUM7M4dFt6odKlLh1BvKUe\nmGHZ55NvbXy1MJo8xU01jCgA2iKEo2ZMc/uYMNi8/J5jSIwyI6NpP5M9+8QZMTDMwOMdj0YhADTM\nrDby17ZTNVt62/ncbwjNGlJWY2DZzl/oajkwUS1VG7rCCrOMM7L7gk3z+qkGgMSZxd/XByHRB0Yh\npO6Jz0nT8KW/qs0O/NLPfeu//U9+MT7/gR//5rd+/b6/nP/Iv/6j3/mD3/ULP/trf+Gf/M9+7J/9\nsa993zf+sX//T0Vn/Zd/9id/5j/6X//oP/cHdBwAGD4nhsEvc6MGiW2GAMxuzCsQlTnoxoGb33MY\n0XHOwHWZguJLyDS6KQml91kaw3rSr17lhHNwusErO4OgK6jOUy3HIXcgmOi9xFgVBWyJmfLORaHG\neCyI+k/1WYiNyRo22Q6s+YdUWUJMFCo2UpMLwc8adFP17x9e15dd7PJVIIbJzV157paStwWC3C9R\n+ahrqpNjMFb3GZfkoVHolm3I8sTqk+bCLr7y+F2jFlLZ+w/1VIHF2jNqqpS33H9UuAv28izTKtNH\nlNBIy9uz9gYbFS40X3/aWkKQpPe0wB267K8TQ6mTugaSNMpWpPiAEUeV1ijKj8f2ZuJJ6W1XBjHk\nZwV/FOEGyOHNxnj2bBrcQM9gGNK6X32bqiXqvKoOaJQvUuXw6VVatpILjERlb4y81rY24JfEATuf\n+FagB+o5RRWt+exIX1QaXb5KmT1Lciqk3w0Ag9B9zHkPo8NraztXTyAxDjEaga1WgMXqMs+nqvDU\nR0BkhWAtlBtGeE8mZ3coCBbRkdw2n5ELmUQu3HDaZki8Y4f7Zn7BV5bC3QaHzRVZLRzUsHS2Gu5p\nlyHRVTGKvVDx03WzqoA8HKAqumhW7jTXN1DQx80xh8Nrv2+itDXsqQ7e3nDV4ncmJ9dNGzKjZTjb\n9rUR5LJVbktsFl9e0VUBJj58rME/n/RcHNcHhiF3GkzYxBgXfXw2vvE9X3t97fptv+s7v3T7+vd9\n3af/xq/8zS++/2szjTP4+g9856/94t+YMW7TWJBQkdZCv+AAboxh/sJ9Y0xYnJlzjVkzEZwJH/Oa\nbpfNm9ZaSE/U5evgU2Hh+wK/mV5ZSRPUT5szAhDg03zSZeKGRRTswn1ZuRbbHeYYNxNaXjm/0m9o\naOg7gAu4kSeNgKljo6i5HETICbdNR9HierP/SvT1DsLXq3UvVowl6Gp7PRdD/GlDUba+i6XIz75O\nRFv3q6Mbbki9K1asxqWCEg9d/LwkHdDBc3pgibJl/fh23rWMNbwZmP3MguW8m2OnI5T1ZifLskpL\nKMQCf4oBNzZ8g1bnh/UtxcRfIXCeIFdUpvcS+hx63cPu6JvAjN90aiyGq8VitI3GE+J3cRvRaGQT\nv+9h7JZHZi0HkjIsbKdkxVvIuV9HgtASL4Iu9Ro5FaP0MGJt+wdLUUEW/bE5TvVPqnB6/c5+Vh/Q\nXZVWSKuQIaBkOf2mT0iT4kv1bmncZ0qhlKMLT6ItWS+GAWOamXoJ035GK9qWn6IINtJJbSWPIcOo\nNTXvNPc5iphCkPGr+p5aUvLXZTwVnBWwW6cWJnkBHVZZeZoAM2yrHigwQYzlhUjcJixDbuZw4BVm\nrRV5VKqtZnUzqskrMTwi6G0OI0BRZdigrWDZmJhDayQ2LNlUkrTMnGkHtepZ+UkL+TTblXuRmqS2\nuxlUaXSPO+zlwA0LpMKtbNINn5Om4fYr0YS5u33PD379H/6nf9iB28eHj6/9dnz85v3LP/c3vvHN\n3/bzP/NXf8s3vvjbvv8b3/qNj485fsvXX+72C//DL/zuP/FDCS0Yvc4ARqHb/PJpNlLBOdwiW0mR\nOh2DaW19GD58XObdlDcrKgDObFgbQw9AFo/B3ea06eaTzvYptiuHdyrRRe0UhMr9g3PtTFYDx/hw\nvwzi2hwfPi9udi6kdcFn+qryw2MDjWBrw09ULfsLNRzeqb5HsGKf+JnP6Let7MeXnhWZCr9nChu9\n9fOFhgTgQrrpEzWCGMtrXKbrutHbyjFFQm7SOoVBLXN2Ms0PtCDi/BPGpwVd5a7x1LNbgbY5iK2r\nVjJQ0ErJkEUEKPaVVB1XAkgM0S8uHHtIlHG0mtiiCGMDVtZp+3UiE2N1p5QjlQWmNUuPhLKHTY5d\npgQZcgwUyF0bAKoOvsg7YrviB/MlDX2jq5UbZukcNB6fjNDBBeAWgd+97A5uA4uvDS/ONtYz8dcF\n0KBCwlmN6JhlVMeVByQjgU5kBNB6w96QSpHoqsOMBCqVSjZJreTsqxCMk4YcbVVasMzGmJgj49ql\nsaV3QOCiEEF+8uyKY9E+GPe/gZ4bRqtPC4OaB16haUe+g4KMdWcxnvkSJs+OyItEL2lvtxJUgJX3\npiDsRNmlhkVMjluYtbDyNryxutNz2LLL0o8ah6XRKYYkUxAsVyFpN6clofurP2f0GOUKCdiYFl1m\nT9sAN8exFO1KMwJ0dkja+QIMnrsII8HmwyOfga/icfNgBQXy9DFh08f42vgH/szv/Y//pf/m9/zJ\nH/qZ//T//LF/5u+/cf0fP/Gz/+Nf+Okf+pN/9//7f/+1L3/9y9/zj/++L+cFsk/Fb+w5vuy25HWq\ncUsr33QfkYo3hvJN43M5dzWDRYW0GzVjDZRylteaTE8YaJ3l5m4307W7m89R6CrMV2LE0m6KPX22\nHDg42/uk/QPDfNn4SCk4bgcwL4sPAObLxh17MVAay9DGZy9hc2G73JZ/qrbPJz992fnAY3PqJ/2w\nlf5ke1iK3T5U4W4YnKX1s2rxFWYt9ZRuOwlWjVgu6nKBxOewHFRzNpxBxbowQcpv2LHpNgN8hW4a\nCY6jXZCv4nZEOZL0YKztsvX1lZaW+jpOtIF1344CV6Md38218QpGlVMrEefgXFl1/Cr+FFLVYLr1\nEgCmOWUrimz5/ETM3lkbQXi4Cj+BwzKGohz3XiWtZwc5kGaqhQChM9BVxUKFsaeDGTwFROT5TB9H\nCsxFXXWDGvGkO4zhw2yCyE9w7NAqwDqL31aO9mO9ypAdqRo4lF+hBxOXYjAnfurk4B1rBTNPm0fq\n3ax6AmPMcQ8wUWo1WXRw1rJRsvuVijB2clDb0Ve8Xy+oJioJbQavcSGZw+aKirbe2ahaSFofc5kU\nkL5jdi4Rh6IfJ/2V1IOzXCnB1UyaJeVfBF7D/Brz6sULJuwEWwDDphGuwFTESpKZwzySR1SU1Xm1\nrava+ISrCnWxK6n6pZu2orDqtJD4Vv6r9deyMr5u2O2DZpS/JRehnHFnILRy4J7XB8bHvP7wn/mR\n7//7fsfP/8yv/oP/6h/5vt//zQ+3v/PHf+9v/bt++y/99C/+wB/6wT/4Z//Y6zu/uKXG2lFokcRx\n9fSbpWywzGzMSZUuxlylGpcCMdnKwomyXgbxtTgDG7ACL+Fsm69oqo3QK3iCKgBWedtLaHY/RD53\nRqDb1AFLdWjwgXlhIDFWgC0APjBHzu7x4fNlmU3DgQsIv9Vsl+KD/ugO5k7v99ci4rcrJfv5AsNE\nStqsKk0fft5HsdtY+LrJDFjlRWIsIp/dhOBARjUslTxfx30ZdoxmojIxkkckp1pFaPs0k98Rs1q2\nZAar03bHWK3w7InnVUBRvgKghZKyn2lQvC0fFn2/1PGuuaxoI+5hkfEGbK/tTfZtj1ZLmu7qsmcH\nYmFlP8GWNGeDzs/kbbOidewSdJXUte1K6NzqLXoqm+haSRonLAJ3asHV4cYbxgLSiAUshg1QLSn5\nZxzVrv+CtGJRvVjA5U1sxnaeXRRFSncVW8O5PRs0bKDaa526JaBYxg+FAYZh+AG/ruGYscJ0iEcP\n3G6GFeeVLYT0k73vLUPJHPMBj6TtDoKS2DcQYphHCRS6erCZrTBL4doQl59eQwf6KmuLe24+1v6u\n/Vqg7HZkAlJjYEwFp8dJizami9O5/IODmCaU6SUc9tLOZnfaEUMrOjBcvHhIOZSbJ3RPUYmMBRwT\nxxcOXmCW2DuLQlQySkLJ2qix67fSQow7KgTs5GrU6JEHC8B0egm3iXTvHfaJKwBs4CrLUTKm24df\nt48b48b45o/97b/jR7/55RxfemKX7/2R7//eH/n+WEPc03UWTdiF3rPqwBS9veTrMkel5wkDdv3E\nNZwDH3NU1JSZz62rjnUVTeJRbKa8d/5UBvM5bRGRMEzQiGeBqFLBT4FTDD8X2Zpfcy5ewYTEWLBO\nF5kkzcReAbwAHoxTOsCleXhCV8vXE1bU4KVVaBcbT7arLnkrUFwpStj+1KHz1zJKCQV7favLDQYz\n97HGIrWH4VPFC/EHSVW8P/+4v3fqYzQYEsTWLXtPkbSuXl7BZeTlcuG96+6/oyu+EvMtBK99otAK\n4Jjcmlm15B6stUBpTd6unFhEGBtUPRGUQCjBWDVWN2LagEJLJN4w/ag6PqwN9GX860iDtL0+A3Ae\nhjNXbTYXdEU4y3YJn4WqxVd40J96MaVEAIU0qzfGwig99LYwe1oZCWrLVWyUqoqN7U5JS6jUHTNg\npVsKeKmWcmYEKH1WFG4eHCM2sowDSWcZub6w7qZl5WaNw8Jw0u3dIAJUMa8jZnFURbsKA5lXXFfp\nizSoOIbhZs21C3kCeStZtLT0EBhyLlfkKhqTg4XZOnmgTYGMttXxzqxdktowWokmwWsw9grGmo9w\nec0RI2FcdwTknHa+od5bsQk5x0n28ZjlbnOgAsOKn5oSfNqSVgnCqLJRFae0BytWL5qv8WHgrgXI\nqmDmVoGt01EzpkYLG7IkznC31+2p8QF87OeBfZ4FK0q8YdNH9HHYxuLvh4+POfKwP4y2GLlFnLsD\nDobWsUAAF/cZbK465wSecjBzWZWcSMvJhToJJ9Ovuw3rYILCDE4dtuGt6cn3OUdGXzkYfZWhV7G0\nxIRPa7kp5w+iIBfKV4hxszE3ee7wiFsPjCX0pS1KIE5irC/MXc4bqVjY+tcjQgR3gpVFPbjRrFWK\nXKW8fpCrHRKLngcXpPVBXj7NV4tQlLr0fgas8PdQGdHmLt5sNp5z2DaSSxezCjEIgRxmdXtLmaNh\nk3ktPIowxSJ1DVKqiKGWrsoK64986p1pHOn3mTvGKkoewIQTN9j6pCi0zvKAhdp6EZBNdifx/NDc\nOJHHWbgLbfrAYotare2FsU6GK11PyR3EvsvxH//GyTJ0YyCriwR2oRqsp4y20W35CpEGJRm0OZB5\n+iSIrRiCCsqWWewBemrqFY7x7AbfS3YCpiq/0UYu03Mqy9x6vjJBoIAnhK1CMdYAJqjSPI78S5cZ\nBYNzuxyY1hLb8EnAtIHW0JCiziV6Keq/LPcFZSCR8n41HYWVQrHOEo4tvbbF2nfzS6l7pO7EPXOn\n4Q2LjKMVC+DrzkoIDxUcQMDHUm+CKj0SZ6FqEwTD5sRw6tao64LDuLZPe1XgtthXaLn8H7PjlUVY\nFcKI4DnFMT0bCKAnV8tmidhV0Rfl5YV0wNxGC/qGStp35c4aK9xcs3Y18HK0i5NgDoihjvMKoJnt\nvdI4am23Mw9Z/QroUxTMNZjzs4LcAcy0X2PmhsQEQB8+bh8OzEwGAW+xb57pxaxSKiShEVRguXIw\n8xcJCmjpzCmyNP2g6jLmzKVzMCuN8nsp41W49Q4XqNUqOL6AORdOe2wCsq15YWtptyAoUtdson7x\np4DvI9Ov22gx6JsuLN9iOAfqr5TTa6LizgaVNkBTWuoIfFldEnW3kQKn6dEfYVWCNcZSXwkIm7a3\nlGAqoQddk7FQnMFJv5XKTG5sbfFV3Roehk5Th55z29VaUAg+C9/QwNwDKYNQ2/pipfwdugq+ZvYY\n7/SOe8+Gtp0PPfup69OqlJjJVjxHDCLA8+y5c/i9qfGB2jJWbVx6NwL3KsRUhtUIt6E05RUNS4vh\n6pHQ7ZenQfuWKDVf1ee1hjXn3AHFNjDnAD0GOZRtZ1GaJtZDUdrZwSPq9kZ4GKa8jFhSZKpe5yoX\nKjSo3kBQFSEWNGIZPKFJDGdzc/dIHz1XX1gr15Is/BrhHByhaFUKwHFRo6sGMVHAzQdpVBk/VCUL\nmkl+l/KewJyjEFK6As3AVE8zGjtHbpEbExr+J+a0Qlcb0KxOJqAJk4SOD0Bw4TLtvAP1zAImZIhN\nAJ8h5fcQswzrNeqZCz59lJVusCjrUJwVYDHQatAqFtAKMnLtTYDU2GXngomzLmvcWTqkwtTU81jz\n22vsEbvrpsiHOP1lRQ+0pTY7wuGvO5CKHEe4TPzPw1fZMBQoAW4ft4+5LgZrOPYJOTxrGTlQQgch\nYY8BwPA8J3H6KIjmGYfeOd+rvZBpECaHUW5B8znHpGRAHC1Z4sBbQ1UWBlA60OrGeHZfo688ED49\ng7yJicrO3Ns1K0bqarpd1FWcKo4KfYyrdlnIvAc50nNowgCLba3bzq/Pv3aN4rYs31fstXbCV8R4\nvb1OvLXarooc3+pxbm53wqxAXS4oihp/h0FYHtC6HjBWS8E1uYNSHdOdw7/rGmvRnKnVlsYkB6Re\n+l1xwIDN8rS1/bGvdX+OUr0/SUa5JYL3FeXrW7KaW9AAjQXNFj68pLFgr7G6lvxHLcDSYSsM2q8H\ncZb8TPirIKSir4Y8Wj0iKEfsRu8vt6XxiV2eHtvEViuxvWleENZE/e5PFmdK8ysND5RSkT7dX7+u\nKIQAYjGAgdhE7AQAACAASURBVAEniWzKB+SVe4vr0knAN5/q35wyZQSaTGVe2TVNFHmRbczGqfSD\nASHC8gjosTj1SuRZz0Jt9XTbgF2GHYt5rHtSnYNHA6nVPAwkeSy0YKzIbpWggeAMgCMTvW7e2JVX\nxQpKoLKBpUysZRFmpIpoUJf8T19SClGvrkQAXIdlduuMWCoXYdmNTHOYoWEfq5ge6QvcIutBDuQy\nZRWvQqykh6YZuIdnCVsMuMZ8SEEAZj1lo8q0RKw/kFrXJtDZnWQUtVxhULhXbFk1n73zisD28LJN\n7L31JgL5+RpABFRX8lLt/pxXQAYghXdTxFBiLNjl7uW4NWBeMw1u+Wie08lCApaVDWzSaVgznMzN\nLHbpJTQ3R6StH+b3xDXIOKzigIqjW+E258jyS0oiwhdhhasYcYVkMdHVlDqQI31ZKcTfmVI6laV3\nUcHp3HtYfa7gyRNd8fDmJTvDMivf9XDp51N841DO+kAxJGdMLpBS4oB+RC3h0S5VKqFWh2vaWwIO\nCfEp/TINaFjD4p5b2ypbeyT+LjYZK6oaBzwyR8GW6OMFDm7v2VoI99hrh4rBZW3TijoeLg31e9Km\nK0GEowzhWjCf/gWKB07yS5J9GoRwZGbGhMI9OPhTDeSbwvYFAnRjl6+P3Z4gL+a2dHF01lgYW1Og\n1xi2FrvU6PscW2Dm01XD+GFvugRM1HjWoWLxJv2DBxKqxuZPS+cBxAHL42K40mcingIVAEof0NkU\nZUwtSvXvzWSbtUOtKy0wZF21EzeEHWvw0OgF3m2cM4/IE+OsM3MwjDoYGMVW+tEVLDIkP/QubHsg\nrsFnMjipJFX5s2g1AIVBQbHkYcQ5ucdqPyaDu8UZkhPAHBXQY/IiFNhhv6w8m/m1/emEPrl3Mk4a\nCytB9ZGZD0zdHe2WKQm8AsA9QriIoVmpdRV+taNwEuMqD93ySL2AJhxlPN1O7YJGp1vZk6qBDYDY\nKeWdXEKyyPn6GitH51tI2Bfiq1Llr2vqMokp6pWhaxo3VkHuDtwYdkgC+5wgd4OHiyJXFe4gwGi3\n4AHjCqEDmMhjBKO383jmkd6UC9O5JdDdZvocc9KWDez2cbvdcxQC62lf2wxjiJgFk8N6d88MMii3\no6KrupMH42SBadlu87sntIKnmkfFtk/IT4K0QNUy5HM2n5K8gFrBeHEvZgg85X7K3rBd2VOWUfBh\nF+PWMvLXz0nEEVMM3oc8INaGfJgYC6oAjNZ2D2G3iq8TXcmvpj+FwHkS9MvxvapWDg24VwpBV1Jr\nEkmMtf7YZTIkTDpj5ZPW1QYSva6SbHzTUoxtWOqoZGmFnf0obdd+A1e1xqGY0VfOcgRdmYxMCGu9\nwC5vnTi87lgYPLgufwvI1HNXDYT05ic+70UJ1bQxNToPI1ae6LdUKiEhK5VFycJ/GQpxpSzGvlwt\n4a0LjAJwtpIh5YnN5yHmrJDBiXJrhbOzuy1SKLi2wAWqExP/8yOny4513C/5yaZXTBVP5O0nBRy0\nuyNVOMKg32HOVj6KZQmAHvKiBMyHWREQNpgh5pkSNzEDM2rFi9fA2tugZt3YVbiqEZWn5S/02lgy\nyxsY1uZ1Ykws2DlXK3KGppdGbDoEhk11yQG4bJbiLzfRIKiiCYfeoSzEA8yW1y9URW2Xiw+z8pGu\nrDDZ1RjoatkrIPwzs6olIFGcNpi6W3BkGSyDz9eYmnDmIMDrGSv+ix6q8byPVQLly8JO5yWIt3VL\nOSVFqzQ9RJP2ghqEYANrlZ+Br6IvPemCG/1aMi4FzluY53KChMF+wG3Mj9ixCc+F/Ewjk8HcrylM\nV0uVhnbVMKp9kSogiK4C55oDwz1PYKThWtVxM4PoKmLbs1inMp6EQZWgAWHNQgdmTZ4z6ImNAEmK\n7XSOhiod+QD3jyYyg1jFxgfmFwDgV0MoBxPeWqaAhyAthVklxxdF6PxuTKFJ1WCllyAPZ49uIpty\nlP2NCu9I/Sw64BxmZ2GPQ1FUlOAnF4wX7Fjn0WPvnpcdcKZA5ibIH/TpE2zqklc0vMEjCPbi4/Ib\nv3j/1brFSpxPUzyyTFMi69+CEJtFRlQ35U4TcRQI7fSk0LVpkMeMDLXcHXF2zQ5An7X6+5+MYDf5\n3EW55bRdGqKq6QT146TQE55oPx6j4dkTsCmHo40bGbsvzQDioX6lLFJEdSSxrchxK1DUYD5PrNoC\nuXEsGm31jIubzIXWXCsxOGRv0GpxKSOEr6EtUell6TKD9VE8+jowwo7lANyu9ENlBEjRVGhgCEB0\nt0oB6ubD6M2QbelKbU5x0zRgHEYCy7THNapEoQ/MTY5/rs4ywNzGMQ6cWHPSjIeUnYyaV8folo61\naqclaWACGNb+0CjfMmfVhI9KUlVa0ginwwMYgflRYwVMw5HnW669WYOqgr4HLWcoVJCzZ6aKS8Tm\n5Ztx7qO3dmq5wa/AkdKz5Hb0jtUzGq8WAGu6TYMlTmg3h9cMS3uhX2nnyx7u8cAEEOWpFNdnbveK\n+fUySrgcHOss/qwg900NFPfbEyyStqJOjLox7aWAmX/M8cV1x0i6exzHJtamsMxUM3cvGmSepD1M\n7mgIyjBHJry3yL/4McekayZkltqusg8YbuUMb3dGX7kka6ANydJLONuIZV5mvQ69auhDBj0myqpd\nh2FdGB+YLyKnyuAAwHZ0pdq0WuNGHeNeh0kvanJagpVBv9GuI5/MKdtPqpA25WR8rn1YWgI+dbXK\nPPSrVG1rkXo9wSfBTAkyNtUuc0mTIDwSbAdhQmBSULPau2vOYgl7pD1FfD0s3Oilhi/PLGBogVl0\nhkjwlsC7poFUr7DJ5f8nzCKO2q1tBetTbDavZFWoSnyFbk8VAcIQtXiZ70fTsPwkQCvaho1+eBiT\n1BNvhuuyv2SbIN3kw4LLFtTMXeVyOR4KZuEYyv1w75c1R8SSD7cBizN6R2prElzj6cGBqKHuvsyf\nxYps1Q+22vilHBAumPn0hHGomHfDdCY4XWv3sGO5GU1x6eIYU2uHIC3yKZN/GnXz9A7iqNpBaKIC\nxk+YKI2t6+yD0v1JS2AmNAiLZzJ+ElbbCcFPZbICfV47G60USC0TCoHxfhbW0U2OdPnC3Mxud/Nx\nhw+KmgcFXMwx8eEXCvlxDISGCdPgvUbUhUYsLBKIB+SzA+7XiHHEnAgKs4LI2vdXXr9IXmoyZ2Ps\n1SbBGHvDPDKTb1eFQBsQOSQ9Y41Q9jzPBYBPDFqdZPcDQ0QK467hpg18Xwp6nLJFxstnAKxEAgLe\nvTZ/smFV0XYFuoq/ZSG8E6kDwKzALBEENx+esI85bp5SlOstNwCR+5WFmALtinmPhg5zN9z35ZmL\nNmupd1NS8PlM3R4nXVLrVHaGJOsmNrqTQXD4Bfc+zaaXzvxqlbhBi4rSbn6wRFfzSowFk0lW/Tz6\nb0++x4OfS64uPRR2LM4VGh0/+3KA2x++ogAdHCqU7fg1bqtD8rHkDQIK7FskZQMu67oehSjvbnhz\nkbMCv1QNLTaJklHoDY/PxQriqZXJIysWxJkDUuRuE3CMlqCT+GrXGdaFF7eNySb0Mbgo2nre3vbO\niQqaRSo7FnYsbfx2r+rZZYChOX/OCDdoQs611x7as67EdiIpurqBtUhYXIT8tVsacTnSlNJ8JQ/5\nvvqqaBVMjCV0R9rliitut+ABs1DFNmnyTNlgWHgOnrR2nOUIUqm/cw4zn3DMkdDHgAGDZ0pFKrbK\nYhXbCc0wHJXRymd7GunNDFFvlS+gAnSiQ2bukcqQkiDRGQBkZGyQrcabDXpug1F7AQVQIg90eNYC\n8D8t/lqBtkBogTRh5utJPuYXg5xMvHL0UuGy2U46AAXXxLk3ABgG5rBpvUl/WSUN8ysD3LNnV+yY\ni77bM2VoD9EKh0JaQAfmCJtD2g4BVITZMmQY5GODJqshpilNwVAYS1eGL5tlUuKixApbmzHdQ9px\nxpT9bQEhIije4OHVVc5rpxu3a2y2tBdlLKU3XGOkPisGC8iEpYEK7jh0GVa0WgIpNxpl6sXR42r6\nAOb4mONiBt6YSxToLSkqMP+eI32FsZDSNRbgbteYDgwgzqesxcMq8wDkOY558nkW0kV1wq1CV/lQ\nyUqGXkVIOyFXbcVCUb/q/eb5qgB2jDURWa8AoqsNPAl+UkSVMEvisSLKuFQvShduV4MSC2Z8IgVO\nqQFNybMroxiBVC2d52J5gLx4in9PKMC3FoyFpa4nCbaVJZ+3moobSv/SlqULNxuPi+P1gQxFD3sL\nff1CfVrFkoj+H5KZS1OcOHJyulvX63aMAdHx2gMN50yIDfvu+pZloCxlibKjyNU4rUeegPDiEWDV\nnUfElijKq40rcDnGx1ms9sX5eVGawpqV+X70SGPfKsNteaaqIpey57nv8h3VSwvWgRRmrXZp1U23\n1jnekELofziX0OTDiQCAc2HglhbwhcIrbFosajrGmDNcDTm67RpzOoDBOJvaSYeATQzPiXV5TowA\noYkzkKoifILDPLaVlVzMYlt+Z1xX6ciaxi4IyQkRtK8KThXf2rKwuajo6btZ0WTu60lfpxYLoqAq\ndoprtXW5cbMe0dWLIUoALpuXualmt2X+pec09YwhdJebW6dDAiJObjoF3RZ144TrcecaUeku+Jkq\nInYyGvf0jTLhqq8NaPFvjJ2P5gxMeh5Ltu0CJR6YbkbUmDS4TRtlF/SEDfayOQ33vHrzGIcQyORU\npDbJFgbs0Je9Waxe7IMUjTfHdLPk275mHraD6ePDL0+HY8uG4KnBL/PpnjMQuOyemR+E5zINmFvA\npjxLwc2zedkNTrgDdnB8+JjXJiz82G6wrauQU9eH2UTOlnv2bMlykEFXa2x73kmY44mxjKFXnYhh\nl6Fv+LgIpLyTMJ7oqnYFJmZC7VJtX2Er0QNm8bFVjZ1AJmnw+n9aSoVp1KZOEZUO51w9LyoO63Q7\nKwIENj3wRHFAYeiqvwqJ6RbSRyKp8fjCpr0cTw8LhU3ABi9kyBGJyNLelme0OmAfDCY/gby1RgiK\nsZ5H0SrVuOeqf5WBsSPsVGbWdT2SXLe61MlUDkJ/3KndazttxxUkLQzHyrfipNUL9bADnf/ihLbV\nSm3t/vp6mVKSHbASd7wkjqVjbVBYqhYe+8soQzGBlfCzHIUCQE8wZKv9oG5GczJ5jyV0AB0fnssn\n01cqHcNpVtkGaY11etYaYVjCaq8n1cCTEQKNUfLzzBNsgh5quOhhZGAugCkH8IWLI+BIKGcQeTTu\nsY25rT4JERyydwra37HeI7LRBBNU5MI6ftiCzMrQ0EsW7fwqMwxda1QcH5PJlJYhr+17I/GHl1tw\nMGhJCws7wKjRFmEa1a7Erel0yBAVhxni2F8YeHpg913YO14BZ/PE7lvnwFywqXmkD/Wwt5QGD567\nDhKwBwO0vewOjFUNhCBdGaKeawfOo8jT6eaOOZ1nA3YYUkyLCR8cJ6gGatBV/J2G6WM4JsqY15TE\nh1fZ1pgIym9dpn2OizAqcJdco+vwMGbud08wGOPJib2a++7hfDXzcPxdTKVfQrGsu7bO87A/yUha\n4NTguYTnAxz3Oc8B3GJzTqjLMwfhNF+52KicMrROwqlzALerpTD1a4yBVdGG8ju2HqQVSoPWXexS\nGfCO0gqiUGnuCnTVtHFZV4u7rV/7J1n8NAYA0VX9oJpAW70J5nxfYlAGXSd8p4T141VWotZZJvd3\nGCQchOKyFUop/fpu46EnirppohebSnnsfHu784Temg+dJ2IBXuoFc+4fOQtX2F3jpxoYk7ExlnWN\nVQOUf6r+Jw9rWmyKYexq6PvV1ydwj1qSXCnIF/3du1x5SxevELIWA7bOgq7RKUIPIvVywgmXMrcH\npJwybtmbxcW+SFjn1IOBd8FV5/3ANxxUNCjK4N3TbC60l1vw3XqMOGZJTyCCYZv8OoILstwTw2yM\nOTnywhgmKE0INB7zHEcLx1b78FoIqQE6GZodZSTvNaGPr+iqmOAERlVzhaPVYNnQp2K74gwY1b4Z\n9wx+E+ENWES2eKlq/pXcTvKP6ApdrxxmTI/hJRjXl71VfR8Ag1d8usVn7ty/iGYCgmBLNxQI2DjT\nxcCZFo4yNfFD4rNIWEo/XYNCHefxJQxXL5tXwrg6+rfsjjAgIvo3YxiAuzvd3Gw6t1XaMEKuy9zs\nnj5oZ7ViqbHfaTlDBP0POY2GbM/jV14rBWm462Z9Zib3YvRwn/DwkcPa03f5jH0LgztC9S3wscFM\nZR7bHBhK5Tk9GJ+YwDOpzzNzcgBlNxc7YuPlBC7zew616zpyYUejVPtsEwUFoqowrGnuFilEMowr\nMzJUYxJ4+UV926YAYjhIQqxypsWBn5ZdYtSCpdMrMKB2lWQke30OC9a6ZSw/6y7ChfWr3qrPdd/X\nV1r0iLxzEoZDqZg86+urHYGrQEpjqvOr26KKHmjpW/lmag4a3vbGLlWspSkfzvgYtvOhemXUOwX8\nBHqEbP56zryCoQWhqPEVbwRRufasszafMNZXXzowXLyyi77kDWIsRW/Bp8qXYTnCmaXWlpmx8Ger\nfaF+q/vglLzFre/9QsjwHWZJ7aEAOQ2VgNULoSO51HONT0+OLcj97NNCIRu6Uk1dFDr3wxKRrEhL\n3pa5ZCsPU1XnlFs4W0hFmHHQq7AjRdQSVaKPbRYF5MjtpRCQ/sEapOmkc8OYEVNV2CKMYRYuQpNa\nEDmZMIA5h+e+uQwnD6k+ZS9hkFQ7E7eUpOX6UXYtraBygYbqhxdoZRp/bZwR3RwxZBGsMunQvN0G\n/I4kEh4x7woobUTYWYzQNRwZXSPdoLT3hJnnovEqfFuQRjn3EHgn/LzDWQLEdA3K8Rr3XaolT0sK\nyxa3RiIySg4HhlskfgoIFfM8TaHGJmSaVWRgTwJfRJSVuo9qIF1wg19jvmy+bAaQaoFRLmC+m77I\nai8F5oRNH8Nwx2l0Pieu6KzcP4Hww3T6j4KtdnQxzG/f88/FkwmwJsb9tHr63KNywv13O4ZF7LWN\nPIvQ+4Qpn8NswAfmDPvdajRO+pA2kcENt1/eV+66jPVK+exifCCTNUTI5KBZr/5VB+QCa/IARAeA\n28MXDmcePFM1HMh8wgwz5negKxxhswsvNFJVFHwt5Ki3ytwSAqOUE59PlTkvmGF8POmkJ+dgkd+g\nyva3kro395WAvX1UHg+r9G4MwObuKK2JoSDE3upi7OPKfr9Kt4l1QOBV/9lx5Nkwt7YTrPHFRc2O\nMYrgdYXy1F5Vme8bVv214onCVbv9phQXbVd18jfOYbCRsVa6sHB52OSztNQ53rhHt1bHSSNg00Jz\n1Zoh6zMYLd2+AZr3NpLdjPQARgUeQSD/xsat4VVvvf44YjeEp+hKcVV+lU7cmlAmFCFI1047E3oK\nB4XhxmkQKaBKDCcb0uLNFHHaq3h6UpRc/apemHxRsFSpQyP9G2RR6TBD18LcfMZRhSEPPGWC5Woh\nHRqWUVy1Fwq5NwruDjfjPkEz+ExUBou469pi5jZJ5EyzCxfYa3uNrVP6q8cLj4bzoIBCfTC+Eh7Y\nmkWWoVTzNXC7zTk8tuBFyH+cdhttNA89PDhCym+oYCJqYeh3ZGTwgZkBNoUP2hzRYz4CvSfCLwZG\n5LhhBMyZ8arBE9AYHQ028z6Q4epmY4Iq+/aRwcjRscvRpklSgRgQu1XQGLLYlAkmKSe+sPti5L5e\nBlyYlh5blDvYzCMJhQMz4EBgTdyRdXDIKiyPMPI4ANGcYXxiPtQpCgAv80qMo9P9RUcWKup8IXlu\nZqZv6xrcfzA8s27M9LKOuxnhl2FyhgeXB9JB2UgIiIz1kxspjZs4OB+Sx57bdzNaIHBY7TuIUTiY\npsVk/txuJ7qqOVbGYXdDnKdrmWYq9ZAhQxUWFnjHT0Z7n3SAsw1hIeNmR1ogNnUYAv/G/OLBAtFp\nGvgi1yxdZt80l89vNJkomLcwQCGKTFsvib/plhNjaXXwvabCQ6rQVb2ZaKlVExUw9iqkylb8xBt8\n0/svKpCEslO0NAOtjkYIMxctvmGC/e5RVt2ww9i7vceHCYxyZDe0Klhg68hxaVNz4KF4ot43iKdg\nlpzI1CCsxYohIv+cwztZaQbfD5p/B393ybZ8fRioVr8wEjO+ataGA95te82z3sehe6AryqP6132y\nt8JFRJgnBs0yvSbgalEDKeQAPEfNgcnsKZQnl/Ucxaqn+1cK4f0tZ+gUlY3Vw2JBCdonev2sIIwE\npuHE3ZhHpxN1mrwyYWN4xL/rxiN3uOEacMN0Bw+csYibnyO2HLoBIthpcTfIWp1RKP3ATDuQu3Th\nYlypWRVepLadAGI2I/5AGRQ43icwMKYDPoc7xrghMexYUdQ2goZlGs8Bf+WHNFmF1jPtU6Q6KwcW\nxWfEewUsm4G33Oz2MEcZDIbpfl3mDJWekTVoIFdOlnH0IzS+yyBptB3gBnNY+MrgKzODsKuCxsil\nmnxmfnGr42Ao8jY4aeGT0RhVG6b77SM23Flnc5jm14VpNm7A4eEAzSENh+UYqGN2sgvEuAMsidqr\n0pdns40579dM65+Dr5giNnKjR14Pcx9mbh5nG80ZyUTNHRM+XjZvGHxE4i8T8TuYdvae457j9hEc\nb88gT3qeIj2mZLxVdJVOeiA2mlbustireWHeGD6Hu13Dp2PymHczHyNtGKnpcmIehhsrUGIO4PKy\n8aDUfD1Z3ULFB2Ta0xxMq7O2leUF+wAuUWYKYKy3CraXUItAyYOimePkjF+x/qg/LctuYNcfYizy\nVvRP6lkK4SrmOSHQ7tQT20n+Ffnny/+4Zy1L2NXkDq26xt0EwrLW57fSHBun3ESJHW3pR08drPSZ\nPFN33qCdWEF4nbsmLRIkIeTZ3oq9XesAWw0/LresWpf3yk7FdavN7Lvl1JfC0O+IOQjbR+PWfDtg\nh6Hx+QZ592H/AFma1Lo2vFRYanuGmrHcQwvZLvRPq/D8flBsPTIahXXveFVzrtbcb8DxBp4W6xQH\n2qNBK3EPY4GPYkXtqeQj4GivjWjZgbIkyHShtwHAnBhmM484sVpUA7gnMHCZTwfmsDGnW7qsAyO6\nKP6qkZvgKls1VJ2jMp7noGiASERVpJaFowJUwPsxJRISRWIft5qjAVncMi9jvWWx81GqgIxWy88U\n+RmTdA/60RpdVcfBjChBygk+WCVRCqIyMinY6DZtOG53C3X+5Rxh08qIAEsQH1FNCI+QZVIJpzH3\nHLPrfIAxsUJ00Msmh0MR7xcChNXfztcQL87C/dZ8cAB+eeQOhQWMKqWR7l2fsLCbhG+tzTeVG8Kk\nIbVr4HabPgZmzYUi5uXc+z8jg8U6Wz4ryF0QN2pvQMTtW2L5iFbyiMT6wIwGBF3D3HWNSetUac/g\ni5lX9tXKb+Z8Jd4Vy61fI9EuiJC4lzyndG0iqDk/rKMKylLdA2I4JsbAnEAcqkWNyRhFj0HiDOtr\nfCSaCGnBolPAE2h1Du4VSISJL/Jb6CRbUJhCIhebljagkJMt6Gq/ChJSb5ZN6GH9re+vYMvxXmN5\n0fp+oG1IQl5RXLWo8wq9eocbYixorEXR3JrpAfE8ErlZOxKMq4g1X/pdWpI+YUEYRbnwuaFAj7RW\nWawth0/iq+TCDj70czd5Y5QdVbSQO9FVEVQWkRLSxpTJzvh3dDlrm1bGHGPyLQ7OcWpnD37qWlcv\ne4H+ZsRCkUIjqkU+6NSoUPcCeNU0l+fj/iD3PkEVxD3se0vbLWiLKAaRE0RC8hWiHMtzWhVdbbRo\nCfnQG3KpIMkklQeSJRGCt6r8SMjkvrBqEHmEhyFC+PLIHbfYcj7GTCYxl4B5+Anhc4QGDXRV6ayG\nuDU1/TqAyeNDAGR2LmmCIs5qiP60OEkXztT62QtjVUr0jRtGGNdR1bInsR2F5sP8izFfdr9ohTIt\npIGgh5vIJGSb9uU8L0i6O3ClDbOPOQy3YdyWXLrNbg/9CyTC87AZTbc7co66zcgOL9OzjEAuN6Ol\n2iIDBjDgr0gEmuBPjpFGRrhXyoZgbOxgsw6W8sCU1HlXaI47kpZPIFLo5+lEMGR10yIfQg/XYSSm\nYAY72m1sEf/Ox17tYoNlwJden+Mi5Ma1wpI9Fc3CDRZxariB4eFqXgSdi9lkkeRw9xHbgG4fesBQ\nCJsyww4Z+5VcziQlxscclUug2WcYcAyE61tnXcOAJiYxVoTPWVhADdxBUdAK0Fhtqr2sHERPCrPq\nBQfUxcOD4ZRTSBkuBgnU9D1AVRPROnHRrFGjOtS0rn67bq7Ke9X3SFDBlm7KrzFjffAKw7Kt2Kbw\nkOanc1C6qhqyGAOwNu2hYUChK9WFFjsweOMRDloBt6xFN0+dNpXy+YfRLlJSVUNTy/ubuoQJVWCN\niqqBdDQuOwfGMn6qSBOGSS9s+EreYeEbNjIPB3oPgTd75fKnpcefEOHTyFysrXYSd1wO6MbVtZBv\nt4T4//mUUpVyaYfIBzFADXBRfdvapgtPOpunDYxWPbn74/hBUYKZFziTPQF7CTm+ykjjcGT4zlIU\nAEaxdBOFqB4abc2i1apCMvRvTHTzyuAQH64Rus3nzCisOyJ2gRFZ4HODGIbjQwgIsRFHKdeA1W1P\nddXRIFfmNX0euSf8MoYj0oBpcwGXKW3pF/PQCgt3eGXUEb0xo+OQaLWCfzHugXmZB7RScEaEUVLf\ndfNdccPiN7bDAfi4bE7PbWETsDj+2dJt6uN2t5FqsLco3m559Jz57X4xn4Bbz+4ZuxNr/DbSyg+v\nMcv4ZGGakVyplvakGRlWa8c8+8JfmDTUlUnUHXaZ37BJdOUWsrqcezza2Ty8VgpIhs1XxPKbu1u0\nN3IxvXxOFkIr2oggv9edhiuU303TNDyv2d9ctTfy9ibL6GaMVKLmeezKTIHG+c/aVV8krnIDcI15\nzzEtPc3F+nyrV1fuMp9N0FWk5L/GjLfvmX7WmJyBhQMu3RPX8I871kmp7pxCLQwDFae1XFZT1ltB\nBiNLsQ90FwAAIABJREFU09VS1bzHVelg/ac7LVssCWhDLmWVAFnr84NjuSXaaLk2fQbsDiFtryoM\nF0HlvFuWmE0jPuqYd1eV/0gt8tcyA+zKWz6b7iUkqYbD/qFIaOdS7xh3tmVRxpROpmUasdI5WHKy\nYlFAqgg29fyM6vJ+YfoGQ7apSu9XIENlg0Rb4YlGAKQB9R3IolAXYub5VD+dWtX4cqHAHNO5QQES\nhJSl2SqWtJdPbPQJANSYprvv2Dm4YJqtCcvXnI0yOWmJXCBsru0aR8OwA1+UEJBYSZAJW3+lrQZm\nGfO4gaoucqmi4++GWLwqrjxI0yDiHINh6eHt6YmlynGmqZucBV40IbQ8U8znBiuJmVVtpiCXGNza\n7TjG1Iw8YIhI1DvdMIdzp55WGvoeRGwZ516ympijBtqkQq1mogamAND4UPurupfMr3Se1FSPXV8o\npqltrx4r81XlLr/6c/rIXuO+EJlFG11dNBSVvaeovWxe7Ido6cX8Op4elLAc+HBYZrebI8J+EMmS\nxstuY7hV1lJrRcONzJ9+RapSOe9u+oDNC6wo3FCyaI08Xmr/M8CYXHTTHpuj0yo9EZP1G92IH36F\n/cn8ug3wgXEHGyYyIn7S1oEU4ovBdTApvCMyl0aY9fCsbsnJPnwCY5q/wojneeLP/MD1/zuT+8vu\n2I3ocaCLj7mEWoTHvcVVjs6QqzxYkB3P5zjCPuYwoloFWAYUTql0JpsWAIu6OIez/8p3SQtKOMhH\n/sb8abepIcuZrAHM1wCE7FPgA8TuM3UTvFu7x3R2+byhhFMF2ppzSH9VmxZJ0zVx2wm893Z9xVVP\nbIrtgcubeuMi9G3JBTLy8ycI2FSGPaIr619bTRvhlBLN76j/J0xf8ZCwrt5NV02pZ+sCq/eFIdVU\nZVM17K2pxK3XHo/o6gTAG1zp5uoHZfPSUl9KKaofXcGbdVabuNVOv+feI0tLCk3BW6+VVewNh05o\n9emLulzm2lLO887Batq3U0U9vJEsaBuh3Rlku2HrTv/7LCugAzjDpApdMYiqwqceCiAlq/Ng8QCe\n4Kx+gqTuWcxgx0gpdKUr+4vRF4U8whln1YriQ+Eq2q7mHJeAuarXLJKM5wK7GsW1samyUPJQx/8J\nc89WpyIgf4ix9jlU2KuX94wkRtXuabhKEIbGdU6MNaQjUNYB89dgMPu40y0Dv8b9svnFmHHoXhkU\nFPx1OfDwc5XVx9ML1vv4AjTEIbRgSrBBbgEjvDph5rgrKVqxNPE0A+PcgBEHeN9umaIMY3r7CmGo\nk9tKdw3a2Ii6Mra9+z3KR/guOcZoZy0f12UzwN8X9nFjOOyFe2BeGB8YGAhj241xe0Spp73JuPSW\nrpwWewFlBWHGjfvsvgTHGXduGeR+07e2D7HPsmCZT3lezFEtnBIeisNbMJY5Fkd4jJUI/XvJ5s8h\nGCsu3f1Ri5judV0TxCFZtFqFEesaE3NMPEVsOswwt6zuczCstf5x+hhrrsYf7sKl+EPBtiXA0jnY\nhUS3R5z7a41rqRchQ1UUnmIsFP7AGzGc45oaV/m4PbN9ltKewZIqqkJXZKDVZ99r3BHDWmajq0QJ\nfHYCg3HuirGMrPeVP6VlldSzdeZ2koGTma43ewgtnrA3VwwajYXZWNFfuqiGOrb8GMwx6U8ZKo4F\nk+3QoIAPZDAvHb3QvL5aUUPN+srOZRmxdnJCbipuNu2jd9dbvJq/vkO0by2XCh+FFQ/PuPXfvfRm\neEQCrBvW+V7Au5jUlac5bSRK6rI5f6lE0NUjTiqb0OYRU2hVdqzaM8TJCXe7ht8zH9bIrbIZqKhk\npTAiM5VDG5EK18wmwDNbIk/B2ONVEu6wogZDuWfAeXZhPqZ+jzu/5nAGO3bbit9eqnVcFCixjRi2\nLq7eCynqiTjS4TbIJwcgMWHqNaPhKnOjDx4+eJm/7L7GvCKzOWOtQDhV4TrGgJkLMyxYgQxuN0Q6\nR0QHGdtebUyqqkXDPAKVzM1sTNlOY4nYUJae2nUYls47gpU8XUNpZovBU9seZQwMmtZ6oqwoZVDL\nRVA0x5Ub7XZhq8tO9OmI/Fo2kZvpbvhlc7rdfkUeTQ2r5zzwxVQWGeGBsAIPqxqTko8cddOA1+Sx\ngJUOZDkq5/6MGCxvCdEmogE3QywUYpRP3426SyHxbjCRRibjJK9hqnsrPGSBnPRcR0otEkR0yqCd\newR+QmZeuE+9GYrB3CNvFnlPpBW87Tgq1CCvQepdd6s9VXXozuwXbf3HnzrOvVr1TqSfW/+QsLxO\nO1hV63E9Gq60dVjvZ4nVct5/QJFZvnsXXmyBrzWSlsJYu1KOO17NQdtAUniYbccKJLUPbX+IcbZ6\nR74/KlqsT9K0oEyLKZrusTcl7F4wNFOXO72R4sA7lNo9DGwdJ1Te3cnPwKDAKAdbtMufRsJZgkUV\n324YVosQE6jEtYITZzz10VetYHruPeCzhduPmO+pgW15BdRWXYuuE6yycA+ri/QO58tAewY328ob\nquzJ6rbr6S2A+gh1Ol7fq7UqB7hih3Icf4telrYVKgU1IBYvo1uFnLCmswHNwqrh7hn0s8TXa39l\nxBW4Bo53JRFHJHaPKsK9mNpkDVevrlOmpbrRA3k4ongQXMMvkdNvZUOXw4QHEUMcCqSMNMVtRJ4I\nsV1dNvU8vqvOsS5PX5bgEBfhkAQHqIBp86tSiYbucqMZKZNmOTAttHZkhKebKIw04sD1yCicsctu\n8EiM7jHYHTCeBZy9NoSedHr6KpNNUGPYXyq4qtoY1BJK8uhr4JLg94BcEfs1fbiNF25CSEzD7X67\nTYzB1GjTCzjybBwfib99AritDg338rp+6XiNPpPg9eEZ2J7H9GzD4XMsWA0eERHlGDYnnZRGV5Bq\nz/iViGof68HBS+xKp+XTCxeaO72EBR0KlsFtGq4mLBGVm99zRFiYWR5BBK1CGOAz5+S8KyLSKoe7\nTYszcyrdokxZist3iqXqquGkfydjX2YbtLLSx5nMGSbWHGr3RGYmUvE9Xf7ma5mDPvH85gl6ttSR\nMAcq6Fh0uRbYb5f8sJRwtj6WHVgYK32pVoajzZintOzU9jOKk1aktbS/75i6x4P56WuoVjxr8gd0\ntbJi42Vp4l7dbb9ulJZG3xr+hOFUWCvSKtLbbtqlPpN9XoV5nGBX7VXL+MT7ZcDSzqMtCuvOq9GA\nLc+cPXwyR+uKBVId5xAafT69WE3z3tNCQAlgNVzlsMn7qQTpQzSDRRiMNRRoisQWorFNTfWT6aiu\nSnYjDBBBYu6x/D1/WsuM6JaeOjXjqlsKCli/xYfiTS/5XOEGlRbb3e5pYyzGj3Yv0ixHox3M4U6b\nlnD9tBvlr2sAO3UZjNgl7te7frwlbdlOymt2MTwrwZy+ZxnnPi+iqy/GffEYvksOPzZaTWpuFnZh\nOoMlM2emsEpvgbvbBZjl2S9olTpqHjl8ptEDBrsIzW+WYEjfHi0srWYqNO32kSApU8zLJNDQasrc\nBA+CtHTUVfhXfI6NhwUrOehq72G7RA32sntSEA/AMKb5hfue141hGSXWGcVMokotj6vJri+PkQE3\n5sx4ectM7tTj8E0OfVaaBrps8+u6MDLyorDBnU3FZub16g+hA+yzCqIsmlP+HsRYOaQ5lzaVUhMP\n4X+1DJenPZkFUa2GfdOn2XAvz+9wv43Din2VezatvXibCGOxCSnQrM+1gMtBOpD7E3bDX3kezmaj\nkiC9tAtXzQ8ikF8f0JUfDy9696vRlT652xtKi+krqWxJusqJbQya3OneSSHQmelAz2BxpqDLilB2\nE0IRafqla5SB/R4Hrbiq35WR7Aol4/dHaLVd72H6gzUL2hefLjZL2JEMMUPVXmrX12fiw26SrAes\nz8eM/ZK7Xe0EQNKUs9GfSqagBwRtY8x8L2sDHwtGUMKOysrBtFQh8zqeikxBuj97HI2xwk9tw1vC\n7YvIglMWUn53muw00otXLdiCqYEH8xVK2O6YDK3/nC6/6iMFKEQeOvpcHnOYxpMspq9aFQMhh2d5\n+AU2VZyJmc9pGJ1T2WMUV/GegADp8UTaSRxmGY1eW+6xBumXHFr4JjhpShCSdoTJ63WNrY3EoFda\nTdq6po/ljjnzl92vMS/Ma8yLhowyZQ3eIQE8jhC95bDPK0wE2WPbYmOo5/nHX9jH9HH7MJupovPN\nQcY6gIhzN7PbDXlwcDoW8XR58p4mqx3XZgJ6UGYYP9RjlTSfNBsB+iwoaczjEAOHcyT+mplf7sPu\nCRtIe5VjvgwzUqGO2yfM7EqSZtpxUkelhS9OM2peAA4bdg+3CQ/f4IuDgKN2m6qf4yKMa9YxRknK\nQ1xTaicO2SXuitrLye7yIUbW/8FtGs40CsZxnPN56y0OMqxjvZ7pmZ/xoWkWKYgWXVlxt6072blm\nzH01PFexlicENLpSRPV4mej9N8/4uimvsWokcZhZQo4jz5MNUSBjU2aiDL4tC5ZyTX9tgSQ/hEhU\nW1eqN9Fln8YTC0mf2NzfKpAd70BA2094P7uK94hlJ8YqFWSusY7XWKyljjxqtweuFh/0L/CEfFNs\nnykGsvbEWIZc123ZaK26Zi/Wm420Jx3FV0kJ40qHKCmsuu03UaeAnt76UhJ0pDlYzFcLm766g+qV\nnp4qGqSg06ZlR790db5+4OxO8MepVux1oqSa7KGz4zTG1pweIkKrK2gFYAEmFMxmab4iunIdZhRf\nDXSMCEzdUsu618WbLhdDyw1t/Uo5buVfs3hoTQoVwlY4rOcoJ7DhkyPYo52mRQm15Vv0YvpJsPvt\ndnX4iddPRX+22ML2ljIw/FmBz8p1eMMuCamumBOs6Mprt+AaFqxu0K1pMozy78W4YaxmSCZlyPyW\nl8VWQW+MZQ7gwoz9cUHJJWcUWFtfnEHu++F98AYQDjObFSwUZoPpAzZGnH8MuPu0bHiorFDQEcYu\nQKydS3Fz+jD4MIzrgw1M+JJ/GUZmjNOPxBMXiMMEbNUgKeMW9TUTM6EclxEIVPy36qBXHKNpESLm\n8GmwYfPDR+x7ZeF0nvrw2kOwhoDLsLMJg83Y5/eCGEpubIEqiLMev80rEM8s6GMZ6Qbg9jHdboxN\nJzmf787YJpv3AG3EQ+bWfTDa0bfRU2JW7F7LuqpeX/oMw+BjTh8xF8N5n1qlAhdA40xYvRiHntWs\nEvOBWSrTff2piHEZVgOGPOh03NwzHzDG0xFmDtzRAJqBbJ3TSBWY/rIJv/i1sFCa/t9Ak+Zjid5V\nHUZBEV3OM7gKeAhrgv9wblnfEYP2pXfZahdJLqbVKh1MO4owbIO6EVVB0Y3zyyBbQJX2pkoTFtAq\n83x+vzaqNlXXxBDSADq6tqbV0C+UWdo9h0IVPJ56VtGGy7j1Gg/r7+jWHeYYB2zpCFt3zJm8aCu6\nKuzVa4VVHQmvcoFTSmwZHFsnrqN0g2LZljddZcfAWEbm8VaZomdauPMVXWzq8F7HiW03+XygKxvd\nijPs3Wy1kbTMzIozXsrcKKKxIqRuRPZxKJYQoVuZwBr+vCGJvrnGe8UzgrS00jXEe8VGxbZhPrnI\nMBqxIrjnnhCMlWXqhzGmOzyO1qG+GGNGhZcEoU+Gfz9atoKi2m5Vy3hlgrsZdt6KyLfyK1UYTJmd\n0gxjPJWD6OqLcb/sHsxyHvYePZVvEFSRY1VI+sgQzsGyZkV0keWE59mCwf9hcS999DNBUvQpeyTm\nrsN5XjLNInWcswHmcUyNMbogxtI4zopJVybzdcWexx4YXLvERkiDv+zmnYBZia5wyOewIuW+yMIG\nHqFadjsuQ6RbH5aHNFO6OAA3mxE91uI4H1Asnk/CLreJ8bq5yNWO72c/x4L14deXfn0QpUWahjyB\nJ7BkxI7JyTz2ZD3Q9YGZl6O3ANM7m3Y1JPpvdFx8dkDyCQAPzd50OqVZSStUwpQxfM7sNxPZHh/N\n0Ordc0hloVqBWmI2dHVo99A6ASDmlX6PCsqzm1Yr+iStXqcJzi9U18d2UvMiQTCWIZoQKi2RmUo5\n1b5bZ8XzcrLb3jlOtT/CIR/jARWtXKWkfmxMY2cxS8WJBlultQ7NQSD6bIMCBScdCJ9vPNHAgsw6\n9asI0A3xLC6SKG8l+8Fixyng+3jYYct27UuhCnrT2DujDP2ElU4B6AFlFGJqxW9LA61oY9mR78LD\nBWaZ2q6eIWn91F6z8uC/x0Vvr72NW5fU2HskhlBM4e8JMNUUXauXKmAHdtEgHa6+kZfDyQCJNPpU\nE8uaJQ9XZXmuyJtdhGZnDyzQqu5ghUr6MJtFuUSM4tziDQr/rTmpOyjD5xydFeIwR2egT+Bxjy1g\nuGeHc5Ub0R2vawKYkZbd/OPuTVExP8rlk4G2yFFgWM9XFioqh0KZrIyfg8NZRXXiqrzqTkkZ64j1\nfCWQxODJzS+7r4pzjyD3SC5KAirBwaB9awgsiJ800WhQcxE0zvTeWhx2N328zM18Bl15MkNmK/DU\nlXZ3Vq+cyvGfmYcXZ/pIV68uAISA1MU0Pl21R9LmlYF87shTFAUvpisQCaoWNFm1xLuFrnS8jlx+\nwJAh8AEv6YjKotwXv1z0b2Z/Z8cRMYe5w9wwfbwmc3LECT6+xlF9VgzWb/rrg3bw2Co4w6TimSA1\ntkEmzHqS0EZpVPtFUTON5uhadijSihdL8Jsklu2maL+6xbS5xYKNGvFYb5KFgbEiWdaCsYDFiPUA\nD0iBFit6lHrwkPYhrA2RxdWMsueGG8YH/GJKYiPeIrqL1Uqm6QDl05IJKI0EQXOITyCd7KtFYwuY\nP8iWn/p54pN8PHZOs42PA8uNnCsK9JbqgzXeSAmuY93qAOxW5GeP8JXQYd3S7gBx9nWFIii37k5s\nJ6aIYyGer58sOIZElrwq/a3YhmjZ8bawsYts3a9/ta37h7XJ8bVQ5TlW12cSYz2UaTW3V3S1PLNi\neo1Jql/PHrW12Vvdj2jp+euKrmx7pKztvGkHM5EyYaewSioDcz/MNioCE3ezDR9ifVQVghyQ7rAx\nwtuSqOggN8p2cKgzGsk3SZieF2tyFFuYEFAZz5GYYFHekPE75d0SyM8LZpli5Rl0OXlWrESxnnTj\nSSkTHrsOM5JkWvEtcj3MOdR8FcmZYmPcxtVqyOIKFBYtLrlD6agvadRqR8BNIPBNhETQlXX+JzdJ\nzXDZfNFxFif3le+vkdk6tofM43LDQb4Wzws/TTgDsBAQ9LY5fdy5854wIjW2f3geLuTO5XNa9eKa\n08dLEm2ETtNgsiEOvmhCmbKsJWPeTLyFBGHSUi+noYwcKx9oPamCzYLnjDuMSPxyOw64m92e+Rac\nOxnLuFVV10CNgIBh8+XAnYhnJCk6Ez/nqJzJQpIOIIAtNz0Oh908n8il8cSV3eQawRsjGJNuNf3q\nQyVtU9AKebFWRdn3aTbIZ8K5SWDnxrwMWChZjFdyeSZbAjwzZln24ePVowUAdwjWVFtVWiW1aPU6\ngQt2Y75wfYn7CyKzll5ZRkIu2q4iJMtYg0MSjRIaBhJSZZbYRVRF6u8TDja/VLETbpk0XLnzaAyx\np8LtCWM1zlggrFvuA3iGVjjVLWtIv8CBLeSVHV2BwukRJSjZfrz1SJpiS3ZAt3G7dgtKQicuJJfb\ndT9+oTDbTX3PCObELZtmkPuFsR4a9qbPFwLq69bSDRiqSnv3Yvrxt4oEMT+24h15DXYpYMP2alRP\nDph7nE52CUzUSRHyRFmt6EpwRaGrRvmlyDki2l516PiaaZQK+pMMrBRrawhXPWlutd1daGBg6+r+\nW/RWbgDMAUkEVnyokp2yfRUNffWMqc60vh0ZLN0xWM497Roe6MroyANadKufZIYVfwzMaVfjoUI5\nFV9V6Zqc4b9alGbC1AWnmrjAeKOLADHemWSV5d46GPyy+YXdlWsgKHlZ2LFmeQPjM9ZdhC1u+ZVW\nn4x5KqdkeSqtGGwwn/FMHigMswgzjswAGcVmkcFhuo/4Bou8lcaYn7D0XObD7ilJmiK27EX4OBA5\n3GfmnoiEqEDlnS8PYDmm3BGWvGWup96L45/hSOsaEttkj6zoKrsmOj7AazRcbGOYZh9+3RGpgzZV\nqiwo6R9B7g57TZ7hPmwCdm+S77MAViwXkJkXJnNrTZocP+aYPm5qPKdBS9r/rAzr0EAg2WCFSSpS\nPgw9BPI1cGsauExyBCBh6lXwAWc+km0xl18fVD6R3Dtl/A6CdHP4+OOTHAsxSFKkcOq0+o5nb4Jq\nGi4HFjtWW7CCKZGDhc7BVOfkV4WlmQFD8KS6P1bKn7WmqkMFt7US9VXTlK8QjUGXCrReKWR/kmtW\nMRJshMmdhpwJCr371uCuBv+vuJqN/m513o/WYFwfa4aomQpo85HScoKhBXY8YRrR0P3B5FcCBY4G\nffIIsV/LNzLTiSpsb99a3V7QQk8VslSzYKznAlePjJ98KzS8guLVrbb6sJberGFSv45IiGkhXCJ5\n8w5hl5oEWsVXidcwBqwmulo3WPRPoZKH75SvjDntpalfhUuFrt6ubJcCd9ZtaIM3c67XLrn+SeLl\nXTq0jFL5DKwCRB19sM8G1yKSJEJawg84c+8waMzL2if6OJ2qEZEh0yx9iKSnnYByFGBIMbVmVUub\npby/7N3r2G2P3Otu6e0pFTeYgiHMV68x66Ch+LWShVa0dZRfvsJCTmq5jGIvSd1Z0Grt1pSk8UNA\nqxvzxjCMOFWGyR+RMcpgMHhwm9mwEEfQiMl7GD64Q7DzeJlfdg/x912JIH1ANgaSgZ1AlehKm8zW\nNZzNLsZilFlnihm3HLbENhTAap8vcGEW2PWeBQyComHP0qCFV9rBwnIRAGVRVN+eUpE+muVtFJNa\noKvbxw2L06MCXd0+An7d8yoVWVxoa4TM8JW6Eub7+C5Hp8ngXgiVv4VtH4zkDKDg35UrCzWqhyhZ\nS1QIGkABApcXFUzoDiz6/vbxMjG+xHzRC0azoUvD/BhiLpaq5J1Vmqj4KkirOSggbB0RjXIq0MeR\ne6a8YRx2lCWvF0I4VdDKnx02FMf419buKOiZrfi0Rvd2mPaTFPOJsUDdlve78P1S7S4jp292xVVD\n9fgJmOrxDRXWxw1c8PfyKFk18yC4tDsO4FLEqIImxgJWXpWCBEc+x3mLvXddsBmiFBRuvb6NHp3G\nD21709hVGjygxZILCozCj0ZcskPnYEtk0gvx7t6CYjmQdmlsW4tjZiqosvq6EslniIeWVhB/ZKdR\naz5cS5cebIsc0SVUjX/51Y0TzB4G4A6z8jQbGYlNs3cIuRdv93QSWYiviFDb4ZFIB/lAGAcqRVZu\nP18yMoSS8mrgwKI1i5+6u22QFZokJxFGuJM4QsrH1A8EY80z9zocwH0MvwEo+DCAQwoR4W6p42dF\nVgUaW11g1iZGhsPbEgye5IkaNYWMwUeHw4a7O/yCXzyz785tVtknmwOqoL+7MZ1HnJE8gE4rGjsi\nv7D7CqseHPDXuNMfCjXOOXFdDOkZ0KKnZK29mLthQmONKD0r08cOjpOkOmDxkpMNDfhwexm0c9NE\nl9Fjxup8wNxwY0zH61LFlYxoq5V/ViZ3OvtoB0oUFZ7BwlITo3Ya3j5ut495FcB0gVPRY22+ithD\nrm8YN+bxt5gVCK8GzWkaatxSaf69uQ83yo6wLUdafZEf9dlLgzZ+asQnLH0j3wBqoP7LEoKgPm2w\nIjbKhGGYX2B8xAmfgMEmxgfmK7hGs292A3vIcjSFMHeDSXA01KClzPKUfAyEp/JUUMhR3hgr6ogA\nMdGUuySn+Fy0Z/DTKgef6cONrvqrvGiieldW7wp+hysVamaJiNw0X+i2jt8aIxpur/r9OsXz6dPv\nzNHgsOqg3bKgo+5QcjsH7PirFS2V9uoga4lBufSOow/RPRyjJVE2cPOOD0WV9J3LZ0EhvrwC4pIu\nf4Uv8nWxeSz9vn7lZxvt1XKuw3XBVjcFmTIARZNdVRVH0xZ0lS3NryfsM9qxzrXihq6qveXIqNG1\n+TKqgXMa953YVo5pWFXChf06MRytRKV0F4zVcErcVagd77LxUIkvOe9CKudm0jZy5w88Es2bjzGH\nyesys5gjPoFdNY3ejF5vNLTSUKdmr8rB/Byb++qHSgNx2f1i0DqQG9a015A+tWlEGIUhNGTK8k6G\nMYWhawrD6coMtnQeLEVXbEUYDt2AcMnF7rd498LUqfThoVL84uopbH6Nb7xFoCkHzOHTYRVMNuBf\n2F2pUzOiPzPUh4Eq7EAdlS/5XQHE8Tsx7dNuBA6tYNrKPZydFWjvJXayYGPGhHGfo9kIx5/2FSTN\n/RWIgWLIHB82XkMi8M2G+5pJ4fNdhAxpt0JX08c9x50mq2t6RmJ5Rj6NQpp9WjN7qLBU4hZ6dtH3\nwzPY8zvKF48+j1mUY4ZAtO5yANPgod9kaD/dZHiGDOzrV18/l/rf1HHd0YoczPSRvywoLcCWZZqG\nRE4BrW/MF+zOBA0RlRWQa1nna6CxuAg3mJV85ebdgkotZBLwldoQ/dG6k5taU/GJKavjYJ7UbGm9\n+vEBEBUPSweK9tIP8rfsagt8KkYvxOf7lpPT5RtdwR4GvWWWrF6brV0PTWjyAHojN9vMwiRleSqp\nx2K1UVXOBnH6s5/390Ft8uOyDKsVgDU+8LX850qPzi99aytJ+tJjE/qmL//faJCBsYCAoraGkqIo\nRTkuv2r5FEmATiSErkeEjveYtEBUCkkPdNUGObVdYd0S2FgK7c6rJmzscmaZUZbUMrj+mi3oR5mn\n/jikl4M67N0gJGEW6yNR+cW/Un5SlxC/yGHnPG5YBga5gXohxU1od7d7ZqMCXcWRPitnBPMJtKLj\nogHlFhUupOb+tQaCpIe/1ga05ORgoHpgiBfNM2oQrZqo4N3SWOWVXGBg8k4asS5Gu8eePvZRwqs0\nv1EyO+xFmGLdnMnVHoxpyim5w8gQh8XZZTMPL3YMC40IAUCxG4/mknWQWKYA9coLOpIbUzOmViQz\n7uytAAAgAElEQVR7MVxNg5VgQh1/yLGaXnqkV5TGNepzmmNCfjVCZRb0xGpZgrogM0tWN6cOfg4Q\nNX3U4ULRj5fjBSLWHnn65XMAltNu5BJ31TFSbtNHmrJoZKq4cqdNq7Kc6ZCObu7jEaTzOP1EFhRQ\nKzMY07jdiWST5V5R7Wna5bYnhtKDlL9rMicGg1vz7oa39td7Ee4hgSjbIHNUSzBJUD6W+72d0OCv\npbYovCFFlRy1DcKssbrSCoH7asoKPXI/KGMr+/V2ecEV7O052VGPKbt8fYoPiqvOsh7nUmUSFQli\ntS14poqtjF8LjdYYy+EjjZol+3Nm07KlYOv9pjGp3dw1LpMtEA29MWk1Ge7F9bbBatSCVGpc2fqW\n1NKv28aK+Lj1F9K4XIeYLYrlbPCqtxWg6FvCRhfksW4ePArZ+k4NP+vD5Ur4xLUZt2qRV+aTLQYr\n7xRkKD9vTiCIe0DQ1V5rv9KewZ2w/qmb1YHbjXjG8F38SBs0FqJt/BSk1XTbBtRpuP3kRVDysJAq\ncQ1fm7l1mqUPARoazw8hxCsdAyKkoueOu1sFpZnhGrOwlFCSyENvPoaI4RjCJFUeSOOZIDN077wS\n4mSIep6UZx72m3RanTO7A32YJrTVv5cFiLlD00t4L9YGcD3UgfYhyGKAlt/QRS0CoN1rOXGowsaD\nUcPjhJxsbDyMfDLTX/kcC8YyB41zI1NYZbS7cQthAZ1tujhxjAG6bfD2Ma1TfW7dVJoipqqhbHjZ\n+5X53QTVRRw5oRUUuS7FYsSG9WCL0dmaONjdbL5APIScfuthzJ+7ixCRScCm24dfxVynug/oM2H3\nHGHE+vDhkp70pmWrAFN1OSp/KUHbdPM5hvk1Zsn5RGmJWsw7C9yirw249cn1cukweUfIehAeHrP/\nlEWi0Vf3lsc2DCmNk97EP8hSBAxF/zOBe8LsbXPVlOG2ASxirKqxQFLZdLDCrOJFTxbjOFUc9e1c\nh/qQn07h0L9QDUlLqSNKWbsxAuzUZ486otDUeTf6IjZa1s7KCnih4nqCFI3tTgK2OD8IgrGxNhiH\nbzFEWPdB3VyrKwZpX77pILWpkKoFcJ8D2hGe06cSTWCiDj80ZlqgVb+4EE5UtD+wUKE32S3PRCkQ\nkd5+mPuGEyXr1rMlEjZLiykkg6ipkjCsZX4+ELmA4Gr+YaCqS315XjvyPNVCtSKBlDp4uSyRuEJA\nUJQGvJoguYMtz3s4tk5TJ1H8FMvdrsVtjBlagOSQGE1kGmLcHHG8zIj4ILgjrVk0MRa1Y9D+9Ahb\nD05WFQox8xg7hl4VMXaEbRlD0zyxS8jUfNLMX8zAHgCi0jHEObnK8CKvNH3hADO/KAVG2cCYoeCi\nAanaGFo4AsYddvH5wjQuai3GDsG3K25oMSWeskQtYa31mQlL3SDvot51XGPKmTYoTFMxig1MUUC/\nuVHNtJLaBvcrHt5PdhL851iWEFFq2q6sAv8rrm5qoHoNA9jMjF/0vRoFRozEaH6M4Uiv/wLTK4TG\n//BripHEP8uCJfYnjf+qnYM89AdreDt9hXzmzpkGW8d0GpyItFBwxTOloXHuuaQUm1Q0Tnqq89R+\nthzpEAxzpEMwb/LQBnPaxlo4gTaOh5SOdcf3271uc0Ir6Wp9gM+lo9DR6AqggcqACbxgH8BrUW8m\nJWP0KIs4xc7jwEcUvax6rNsMbag9q/BniHPetIXa5WEpRdaobdPpV0qzxxyvDFifvPKouF4hbw5N\nmrJKvIi+CyGSKZ+xK7YFIR39qBimNdAObWCKbYsJtvK6GbjxZVXYC6/EY0VQInETbmW63MZyDGTn\nIa7aLl2nUtXJmxp+tJbpy9ve2+XkZ61rRyFvUcv5U0cegFE7LhaajWD9BmLhI19UywFTC+ROrUCt\nZ0vnZo46W6GWJEVF97TRDex6nA/EuxAo1i6/lm8PJD2Ql20iBFH8V9nheYVDYIvIaeNWhVcLaqGv\nzS+Dm99zVDoDJUNPm0QEPId6c4NL1qsDGhZycrK0qRIyOicTWz3kg5XdBY35ILLxsgZD1P1gptCZ\niI0gA8f5NliNYcrwgCAVq3SVTy03FWI6Kja2Ihu8ienVpNFpWNBK61I7SwjHUqAOW6YAYMBl0/1K\nK1ckJg1lxZga1tgQKt4Om47ZfZGwcKkFtVd4lvhKpq1PcBnuqbCWxTk8s5rQWfXZ1djFlQ21mYkx\nMqzApVTj5i3rmQF3i7ljF4P4p1vla43HbrdMDRpcizRiSwrQzwFYaEWZo7OwTvTHL/7UL/73f/6n\nvvUr3/qd/9Dv/nv/qT8yx7jn+Jt//Tf/8r/9X/21/+WvfNeP/MDf88//ies7vtZnIYU7/TAmOYFa\nx2ZhDLhTNqvvzwJCuE+ZqFGsa1HyFqSir2ywMTaHlldrFUjiau26ma+yVfXhrI3WrC6M+Rq8eD0W\nCxmMGOsixnx6a+kza2Wu0KrKa8kKakIHRsJVtXhuxPMDQcIi22T86sAvfVs/CWZtxV1aOaTDbHKr\nCdp75wq8f63Ql5ANChw8T5b3nMiU8omoDJ76NVQ1R0Mps711XzWicuAL30/Q1dNs5Zs+oXf2Gs6f\naJzTsfGIFUoEm4PO0+5NYhTtsrUbfBsSMTvwYNpZ99ZtZKD7TN5a4JRGSSp8XJRWuHqrn/oxG3Pb\nc+DREZN9za50l+7ZIae0KMXDE7RcG77547RRj2YkZyCEmqCIg1HecUUPZyHbVVafsT5sT39zHpsD\nuMoCJEW51Gspkxfh5/7AuAT/Y1ZAbdHfAU9lqcqTbSIOZBQrLNNWtVGqzFSMqPMNY5U4rCYXzZYh\n6rMUeQVpGqq6JNII7wJSBCAL29VlRAmsTgK3zXOb4ezkDgLjKmL4ZR+JM+CEWZnncOC23kNnlfeB\nq+wIXWq5YpI1SsZAHIyTXTPgDr85suKtK/dsTndMjNe4p4/bAdjL7g+/IjNWeWiMwHQQIdRRg1Ye\nQGG1BGMlLKuNkGW3g+GF24okPIzYTeaV5pQf17HHmH0Tvyo41OlU9TgqOgbkjWEG4tfSmfa6M0zK\nKnBqqeozY7CikXXmoIl4/fW/+q2f+Bd+8o/9G3/8e3/fD/zX/8pP/m//wU//8J/+0en2U3/uP/+O\nb373j/47f/pn//xf/J//zZ/4kX/txz2OLMj9U1ZjV72NAO45dFlzKyUSXhej3P+/yq4m5LblqK7q\nfV6u790kmGASjJG8BDUqBvE/ggERDGIGDk3AmQNBRJw5EkfORBwLghMRUVARRHEgToT8QIyZBKMD\nDVEDQcyTxJd3v93loGqtqu59vvuSQ3Lf+fbp3b/VXatXVVfHVlXDzG4ViZUh5mmp1PeeJ5D4vBbf\nzdvdn+uM1T6Ft9AST56shUBfQwxIyipELzrCc6hbek/z4nhGkGTwF2CAncANiFsLT6bn9VQhHUuV\nuyxonY9CR26T/LhjjNu5jNK1rU+uitPZyDsV2PW07S8SGsQ/sxlA9cKV4NmLboX2Tg+Pq8Be1ny8\nUuuGaK1+Kq8LzdfPxou0H3Ki3rcV4lEB+0bKvnwXSAJbivZ8rYZfCLVe8/4RGt7L2jkGvm5rSmYT\nT+4gj7UhVimXKnUSKKDwRjoGulJNes/vJz17rewil7Yn2fvkOTLi1TN3zVtL2phjDUvlgUG3CQ8q\nNkKc1yraZ1M8aTt441v8MysrK0wn2zreUvoOYrrFrXBS/id9wJ2klK+bCDhuRmqKOVxvB8hLSwzT\n7cCM8dvEpwcLzaJRvjvW0JUqeTC4w9F/pWqvbln7xBqi6t9lBYtQ7LpEr3dy/OeA69wc9+5peYQN\nwY6RHE9eLDjM3XEj+Btup0UkRNd1fh0uqHS+axOLn6KZHz4dmBiI74zaZdyLD0zPxXGeGMPm9EM2\nspnsVCpuEUuhMRhWlO7twM3Oak66n0fQr4SYAQwUCqvhnkCuHuyXonvOPrkT4TnRD3onuJtYScZL\nxyjfREcVZ9q8BGKelleUWOvAcJW7ebtkp8San7959Q/xdX/K0UyoCGY8j/CFT/zXkzc/+bafePfD\nHC//3Pf+659+5j0f+cHX/ucrX/rYv33wT376eOOL7/rIj33yF//gO7/6zF58IlPgMDdbbsbuJw0n\ng633BYi/slZmw/xsi8swnwXXyt8zIn44EBdgBbPthGvKeedGqmAuvlZsVva0r93K9Or0Wns1PjNx\nUiRQerfAzW2oPP/JQKNxz7IzXgMAw3gAgPkCrYdnkexZS4cP2CByUIkd7XgmIxTzZZlBqoTnQQu7\n/Kvn3pp5X0uxv1IftFqB9aGRxgWz+iq7oivztbHoXWqLgmfh5qFkFNUjaksrUdPK99v+iJakXF1g\nWYd6epZaiDzoY6XcrYZduveaYPtSyPqR+pt7q3l1y/M/7Ktkfq/Yd6FFH8Elz0Ezl0pen42RgaoK\nSDVAI1MaB3Q/RSjNd9/tq/axCCD3SMX2l2BwNxsukFeIUKd27pdHeeEKSZSTtZiBIuRSQxDGzNfJ\n3jFHu3GvEwwCWOpcmf/kE2bM6m5zkbMnM+kAC8hpmBbG5rMVLlzdqSNDQjDcqHku5oa8MkgGPulL\n4pVlO5w0SWPLxC0JFoB6Ojk24qpk78jNGJV9/KQwTsG+xB3Gbfn0+td8ABH+SlAgxCwuG0vWhyCv\nvNcDIggxWMHBDGnGGp4y9UTMreD/LQPlzqaFIoJGgCekKmeFLUp0z1hXFjzWYTP8c46kI+bJK4mj\nRXGKMNBVYM2weAa66n5ROlRYlyeaCdFqnTNixNZexqm3XGDaabYpDB3gRxN5kcmrFziXdq/dfImP\n5RnPMq0mypwYMuFFdhWi8+s5E9U+nLqaw0kjBTH27P/Ol97x1AGHvfQtT1/90lcBfOXzr9xeesOT\ntz59mHjxnW/BnF/9z1defM/bxZRGL5zo6wJ5Jt4DGhRKXx8WPOS1q9iQuxbWqqobXa8KLC6Zrh8V\ngRLmi5oMCqTm8X4gP2suTDCYSlAmmjlq0bZBrMMFyTwx00Td/SwRrGrSQytvtqQLV2Isb9zPndZK\nrOjkBFqqsaIr9dmCUaxm7lU19nX6Lm4AgUU99BYe5ZLe23vGHtkATH/X6+GCL509GAmGhxN9ur2P\njlIB6i10pNWalss6dduFmbiAI2dLO4n1uvSYr+1/PhAhE/d6ed4rvTqKZ75Klqvy4H8lHiqurJN7\nhVvPJNQoku/K6OzcUpclQ82ilh4rfAkGyAisOy3BSnh2FPdmJudZSsFahLDXc7r4DnbczXl2TdLW\nutU5XW/FIhZX7xEsLiYFtBwgpWKL7IMwq/sbyQJ48Gq5vlwD2dsqpoduas0uv9Doa54ETHeftckO\n1AhqUu64mRid26xEFcldXVrh6Shiqk/HYdtBSEODmPTQAhjtM01aNHKFH7q5AbeR179kJsU8FdRT\nixSbQGSPsz7TcTDYlQGCWSACEzRpR+Hc4DIRsudx2DkZj6nFeQrf/AhUGXokcEwSJifGUAU81QV5\nKYP5sPN0f8BhaWWZlmERKphltD0IPIGnwFXhnaYI9QN+8LYcKdejzUqN3bDLbPU4aRjHyofDAkDJ\n3Sq+RFU1Cl2URnMHjGaO2qqUDOu7TLpH8HYxRpi304eCUMLjIOI3hqv0SVsbAgBlCIZJp663v/9t\nH/udj//3Z7/00rve+rk//qcX3vQEwNdeefV48QWJ8HjxDa+98uoT4htn2BXnKtDYJvMWiCKAkWht\nx7rari2KZCEjG2cudEUMV8UtPSv8n6OT6OSO5uvQSnv0gE1GzSQ7EJoREJpbTetamsq7/kj45bkf\nSSzRl7S27uEEDoaAn61EYbU+EfnT0qrhQeBWv96DVlg74zFWbJe150GrygpZ7cu6vWmrmfivYJZf\ni4Ttw3v5ePt3WmIsQy7k5nR6DOjgzLT1fIDsBhEkdRessKKrTjB4w3kbGN3q3xaaUke2/mS02XUj\nWh+d68Ote8fSxo6TdrvhZViL/LkHQwW21GPdJqW6rbz165SV77VXrvCll5KrpwocnryIPA1i8rh8\n73TwrfIsAwQ2ANha/dhHlfG9vZvMmJWbUU9wf6O4Nf8eWlW9iCEWXHKwIPkRz/XQhq/N1/k7+Q/5\nkirxJ9dRzrN14dX3ZQTX0Wb/M17A2ifdbz0BltswP+eYbrp20Jr7lLWcjf5DIF9SLtUK3USQekQ4\ncnpcDXpZyYwVtdJNL+quTvVpQQ1q5NBWnBfIZIhzOncfGfggo3Mlfxb79IZxQ7DPuBmorcpgEHPL\nS55qejj8hBs8YkC422ljwg5MOE4bkINqv3c5L4qOi4ByaTDgaGbBG+8fPGzeaBzkDYBT6GpkxNH0\nxhvc6jh7wAmR+3gZ/IRpmDq3FA0PIyZSDdZnJNo3WSH5fKGTudYllISgOUK0JoBb39PkXdluv/fZ\nD9KulVCppJxPHHbCXpu3iBT64ON00KML08e/f/yLf/bLfx8v/szv/tS3fuBd3/9LP/R3v/bXL37L\n0ze/960vveONBrzhTU/OV5+pAfPVZ7c3fpO7xbmY2bwmu2UQRFS+f3e/t5R4Q2zGHQbQbmXOUcnE\nncfaMvQcmpXZaprP9Kd+2mtTiImklIvPNeQtkcUMIb9oO2MOuSEYn5sX82RoLFRH3fFN8UhvCfCc\n46rE5ktxYH0KRa0KW89rbV0bLl2u5rTW7ettVdXudODr0jc9aam1Lat95B/BWH6vDt56vcwMDInU\nfb9wB1RtuT0K7gqclUStfEr73h8+BmSNIR4Kpjxi3dry3H/iecttjGz5s5dTArzl1J/sQI1wZ1wk\nAPXrNTepka/nFXQGqyWTMQ5cE2hr0LpBZGWAyxNt73ahtMZmoVD+Wp8kCqzaUqSaEhA5dSxYTtwt\nZTo2tDODGwV4V/A66jKuvYpTQIA127k5WJ66KgwUQ90d5AVrJCxakBGMO+2AMgtu9VylP6VsttZd\nW7HAo35GTCFAc2K5ngtayYdaULL7VBkX7+KlbEZwdpAzi+tfgnGJe2AiQ8YIhaxg6Pk0GB63A5eN\nr1FNAVOYpx9peZyHnYOOQa2vvJFzseTjQLoGrTvxUOuuC4WjCPpReVxKODEG/CF4q9AZNqbDYcE/\ndUvRsBkeYGgicSBjVQxeqnhk5NVT1F2OftM2BrfEXmjKChzr1YGMm7i2HHKgCTopUyUtDewib+Ph\neqQONCqA/DWJtAKyFgZZuAM3o7A6rMgnRsZCzZkMc+X02ZqEhDlJ8rikQBi+/Uff8Suf+PnTjwe3\n04/T7Xs++n3v++j7Hx7s7371r9794e8286fvfNPDV1579r+vjje++NoXvwz3J29/s5kfA+e0wxA0\nLlav83MaaMpcwNCqyax5G/Rfc76Jx6o5KTZLMKvEz93mtDhGFM89J1qusLn9aGArg4h2zQHQINeW\nYues9aSgpLpcAnLRnYV7OLxGidO5QmccB4G/nF46ESASizArn4yFc+JJGMCIMA2Lu5XoEH4cu1FG\nKevfuz/d1aelwrNhW95GCLI+QQ6suRujw8j1ainxuRhrgzWhVw83h0/zEbfMs3q9YoYuQkv1bA03\n2rtA6d12dKVmqkPsTgZ30FV1yvqkhIqS9NjHN9Ckhqzt67Wtdqyl+6Xal+aIXrKOApVsy+Haw+1X\nWyUTK7DTUl6FCmNt2RsNgmxNHAHynuG+T8gDEFj5y8p3T17oTQyfe/VxTCtrKVujvOcTXyYJytSX\nTHaPOs00sfPeEhjpqxtxhgo1QIZIb2DOWgLjobDgsSYXh9lW9cA0wUqfYqHq9Fx2VfNgSdpdLdLz\nAqBc7anOXQ0JuugMQxMfjpasIFH9lOtcOq1bWd/SkchSyw7MN9h5G6dElQt5HCFMn26hq6Md9NMU\njeAL8UeDRxAZlgxW3ipzWlyfl57jhWVB6Mb8DUlWTamdki7gxHjAEa8F8J2WUOOAnTgeMAMDDPcH\nO4DT4CcO6R9wQC29ThJOdIA1eCTwZufIEKznwNQVjQQSRgC0onYN9yrCAp3hE6YFYwIRhFoANNIc\nDQ5qzkVW9KkqjFWjD0fEOIVN2RnbmQMNZYZL0hoWvNT00cZGaMGmjwdyIxPjzGiiJvm2ltvkfTh9\ns/K1L3/tk7/9DwZ/+UPfcQIvvf3pW97/zs//2adf/oUPfOEv/vGbf/jlF978ZO73TZvGLcgt0Dgo\ndDUzYmxMsHgr9JMph8Y5xSWDqVeHLWtfvTKt/UnuqqOrrnqhKjame8MBq37qoiJSKyaQ5MK7BlX1\nNSqyD4I4iYpS6EHxtIL3MuZZJJbn3V1dR6RlsKMQZG7cTZRNML/s9wpvCEhV33S/15dogATOH3nl\nMcoH1SGl5tPe2vEz6QEQoRJhGHnf+mcrsY0Spmn6t+aatwqT2lohEbq8XTRuR1ftCO8qSHxVjd3g\n1PbT1mHGNrnFqC2mOl+StYrxtbsYaxvtDV1dofbVK8k4JPdqmzyWBqImRbnsaPr3dUC1aeCpchau\nIlsDpXTOLADhC6+FCJyDA2Up6GWVsg8PgHg4Eyc1oVnAwY54GAXl6rulAd/4rT0de2Optptd4y9c\njIx63m1qBBkLRaSsIlioOAHhqmZeDDMcpvOGD+MBQAB51NEnbJjHHXMyngxmuywzlkrB25wS46XB\nTZ+nMXUqcJDRgQf5khho0CEdLTaVkbRT1O+RxF5FXtDlepZORf7COIOP2Rx/5dNdDlsoryAinkA/\nPR5Bgipl1Z2Ths0bva/C4pYt09YgXciXq/S2+Q1q2MPmDeeJYZr0EWsJNjFOzAPjmd/M/MQBh9kw\nj4vmRgER8xtmxHo4MRqrAMjGmo5WQoSeLGCroHGQjUZeGtBAv6hqSAu76hM2TVwYtRYYIQKz9c9u\nvO9dxxseB5J09P6TNYrLaAjmUMZwS1OTr7BMvam5ZKECV5EcatAvnVLATjGCuBrHz/z+p/7lL//5\nPR/+rh//zZ/0EdEK8QO/8aFP/dbffv7PP/30vW9736//7LZI9NPFga7kd+WNu0pvd4Kh7CbhKr+s\nPobTzMIdcsxociyX08N93npuga6yOIVcoqZaPFFQ6Erd1xZmqwQlRdTQ8X9rK+jjJJAQns3Kwcee\nMzw92XkDGSEXSSxjggVjBZHWvN1duUk9F7vmuxbvcApN5fdMRJFJ1ES7oeW26i/9uSt6EUVeMCuW\nBKiqrsuqoU6u7G3FWLv+by3K7bljmGXEzTXUu6XcpNGwlFGquAZOL/lL6hwLQL8KgmAW1s7H+qQL\nksZuywSEOz3PrcSiNNdavF4NU2H00bpbW6KrhTjhLii+35sM8dOKEbdqr9glnTUvMys2WiulrVey\nR8obgfjAbHHJbtx5dgCPHuWdGkVHaeC8lbVMoqUCweSJGepl3euQhYy/pKfWL3y5BVOo6hgKWvXo\nlwIfaEDKCINK5VR6F+QKQirubjOD4iQNQSjLdStWoIpf2qZ99OQGs7JK7QxjR1fHmKM1JxIPHpDa\nSKw85cemHWSterccDWbRTTtPxhFseZ8i1iyDQZCIWJLJr/qqoaW+viryeN1ISGxx2KlAUOHqpHIP\nzIPAy4hLtOP2xKtwsxPjjKBicm+ygBF4wDEwjmQix2twxy3wSp4fJLpNAAp3m0eGbSrRPfKUfzjI\ns89rJe79UOMo4LhJu3c8TZFrh42ckNRqFsQByXSYS36u30TcB2KQNiU4ywzDVArDgx+qduwxtL7b\nH33uR04fJ4qLmm4PyHtseLGRxcMHP04fngzQnD4YAp4v+jgxTh954aDbibh/8Hhwe+U/vvrS257i\nUAz348HHsznO+HeOqZsKCaf6qnfOcTaySjDrnAW51OOiDQKH7R2nzeuomZbvZrz4tAkmtiOo8im7\nYeIb1wHS+DLFYJmoIwpCG7/+E/HWvu+/fmxJ6VY37eS/DaLAliKSqD1hD/ziGA/Iaxcy8EhsLvi/\ng7A8f/JcZUcLf8Ug5rvYe/t3+3WDjxuE6nyPt5+svY7q3swmIkDO3mTTn9WZDR0mULfrcyyOZXc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eZk2rjIVhmlWHB163zLEOXO5B0qmPbUWusWwc2QRmWBYLOBniRADBEIOyJR5J\nPB8U7bXFO2Ueua69I2ds1vBa/ONnHbJszFjq81od7VQ3V58nMiStvzZc2Hid5csEiO2E62X2U+rh\n+xvH3/podyvSALA/SPBomtwcEi7HLH38S4lq67LV4U65jgEny27LvKJfD84rPVqtZYDSS1BxP20O\n7MJYAlg5EEPsUh2XTIIIAT42uno6DA7s1csKgHa0AjAEap9tqgFFZdNuUm6OBxtuD8fDvLjJ2ymQ\ni/ZmMVOw3qVgOVpOpXoYJhuNi2QSgOXju4w5xNYka3i2SbthDfEanp5uAETvpsMiaCiAJbIWB2u8\nGwStIl95XWlGbGllTFTMHCAiQ8zSkxZ/2SqcS/Mho9BKdmYPV2xoyet5SFfNlEa1bkGbX+uvXb/Z\naREX09VeCKG0QqsCPeVrxPEUXYWFgodMD2LIAUSSVqHk2Ym2ZGAtu4lS5ApSAFI8JYBJtvJ1yDdW\nfTeBZFi3lq0lNyEGtq5g1gRXJv/tOfcLD9X+c4AVrwCsQbrYxIWv/+AXvv4Dv6/iwptb/Dv/5leK\nFTZ+/Wvv/fE/9AbMCMdWb7bVi5Q9D/SoXKZxozxeN9HJKxFL12MtrCUXMGUr/tpKeGkKQnF+orUD\nVq9gNcwqhtvMIp+K0vMSa9rQ4ewO6pfUgQs9SJr6SOASSJetg00s0xEAtqCVlWCqpb+jlJ0wmBU7\nct+LnqrLJxlr/Ry67wyYtfWgNh/jqREaI1ptfm17K7fQKFn2Vcwqe+rDGRBnOH69mNN31yrPlaZJ\n6u9OneYiwWx9wScu8szx9Hn3XceGy7uErtRwtYdWnHpVoM5VWH+hTVdimWFKIAa/jKmOU9J5Y3hp\ndCXZmqsD+7JMGqqqQRBA9bWqyZtrQNG6bdoHBXTMFMwU6DaytxxtikZ0IOlRjaRqthwfD8Yk6YHF\nHV7csHCDIV5DTPToZ/PEAEK0h3mZCxoCcC66yU+HhYOlYxwELRMXwx5IhNOM1QI0EBlQ4GRABix/\niZEICWSYIxGDsw2xTOLGzBl1hqOaRtcpqa6jq3I7mHWhlKWraFdLS+U8UXVP0NUlOTFr5M94mq7I\nHxF9DiBS49+mpFd9kqn04yhGuAlTk6C65ARrASylMbGmhHzrAQuUV0KQNXCBncuY5aaSGIZZBygY\nFh6eA6x2M1cqWKpgLsWFc9IFdtQLEymlDb/OPXm8bnU+B+QpXWIQwRrxiCNvxQwAACAASURBVBys\nhPfAIVjn4gtSENaI/hcEaODcgV69VugqpecF1rRB4aCV/YjLf6vGeaIOXOhBUgCLZN2AdWVKBHb5\nOROIyVAybFR/l0WshozqarWVEKseaquDvazmI5d92cXrT1Eezvq3p+iqrX1lfUcb3eLqpuR7FbA0\n0FPBrPyZKmjau6pPwTTZ9z/XUdE5qLrqaLuq3kpvwwVDlJRaMwuqUYpH55Vx3FKGmNZFcB3ASNx1\nk+hVHsGTX7Ac16mOa0q+9ODAlI5zpSvtwO6Dq1BlTXr0c3W0Epug9rWqAUXrtmcfNCYZF2kK5naR\nABAmtZjX4rAKFxFsshO5aKfgJn+Yl+qGtcTOxwvAt5aDLF1MTLMNt8FNSxA0JGJn42FeDsGmaAZB\ny0aDRAAMzjAWk9YnDMgQAstQKqRFUlKh5P1dR3VGnzmjHriSFqA6pdVURNfGAbN2pawLZobrfmOz\n6q7oSsmrJ7MKbqS+yQLBHl2FHDokBxAJcQ1YKIBFzmKaOCXixFOpRqcFMOZ1Yk0J+dYeHmFYCUEu\nwAV2U84fNSWWBXNagSweRzBWk3IDrO2uLL3ARFj+LsSFE9IF9tQLpkRgRg5PrEZlmcCt5fG6VagC\n6pQuf9RbCTnaG8BNPiVjTHKzdzfLa6QgbDpWeVtMabkjVj4Wr6b04EprWhaxuBt6kQGlrytNYmlj\nzAV1IC+KPOlBUtVHWSPtEmq1JpkgGpZ1uWTbEyPRb8sFkL6kgavWQ/socW1Zi07Xf5wgs70ZZP/0\n9J61/oF90qo/b9erLlvulIpYBYVZ61VO+oIrWq2vc33GTSjphpNy7m3TZGayt9KfRvmtv50Lfv8S\n17HuUk/SVXEN5pXzygZaaRlAYxY3/5JyNEqJOFKMCIG830x1nLPEGE6PczpO8XmudKUd2CtUWcPH\n4LSjleRv1nQlAUXr/Utk0c/ePL2Zj4N9kGwiw+QS3UREz4vNEAJZ98ywSA8QoctO3rqw54YF4Nef\nppoE+jFMd84v0dXoDxL34Ta4GHOkLi1oMbdGustYWbVqdCWhvRkGHME26+WcGKHk/bXI01RTqkyO\ng8OcStMrM1huFaa0DmxNRTYkq342sjEzVBxW6uVG5d9o0ZvdzoquLssquJH6Jp2hq2Wh5QgfsHiE\nwIEROa+Vkhs1gCVyAc4hMaUkvVi+7XMCmHDbmFiT1USTuFsJMRXMmiJS5JSIGRMjetXwu4WH7Vzn\nfbCuAyxW0sU1uLAnXWBTvWCYCBLAShuj8qY8XjcNVdbUVKD5gUwwc0DwNhEAstHOXiZDQl325mgO\n3szhlVIQ9gpWhpLr1wqdVnpwrTXtwrBYY+m/pA6c9iAR9ZFI4uODI3gGUCeUnCxRBEXmSGxLQ0x1\nqYu6r1ZH6xA+UOOWjWy8X91J7cOWxqzNEf0MXdW3+747+rX0xOVEG/Pfas/O/XuPWfkZV8aS7+2g\n1d6Vb2wvM03uw+KFjEX9Ra6h9vxWNIZ6F3oYw3qEu2CISqyVKuaRpTacV/L6a2K1p6AYjYylk4DF\n2vWtUx2b+8CJ0sPEElH5OPvjXOmqOrBXqJptWqIRqKrPp3KV9mevC/2s4Tvn38zHd24fbw9HyTBW\n7YNwEY7NHTgyTSGHA61BDzzIJBiuawn3tpaN53leJjMH965zglkVDe+cF33r6XjoBK3iWV+3bcaq\nqpVM8IxBspwCyBIiUySynIp1IEfG4RrVWVE6MSALiUqK2DbnyV9oVU4rWzmAlqqHF0pZtWmvpazN\n1tH33q3qNm31BVkFt1PfpHCGrhaPZcESeWH2hGC4Kp1Z5mRMiWYvB+y6j7MCWEzrxJooAdU2Qnv4\n7QWn2WrExRNLLzxU4HUuVU68ahWhLsIrcWFPusCoXlCKbB1AedIWw4Zf55Y83i6uzuemVFOB5lPd\nB5oTBW/liU1B5jqS2tlMwRw83Sw0J5ol/u8rpCAESlHlJ5afW4OSt1F6cLE1jRNyt3I+LFZ5Ucub\nhz3X1IFwyoOEc3hlco5zI6jBxixShImjdiVElUWselWFtwpFUGsdbWjf90NCKSx1h+UJ75DWOELs\nscgFdJW20Ur/q45QjlsrmHTUVEhrjVk0wLTqZ9GfurvC1W2yfkQvNU2+XH/SytPAVRc4jaE9LgAX\nu471x1wPUWu6usB5JaNVLM0/mwJLO2WsT63KB8xIjJg2Uh1PwANBMgl6F5dJ8lVUuqoO7AJV4mUF\nQDtaVa56L5qqV9U0OFk6OhxvD8e7u8f59jgdFndY7MFT1rEY1pAl9tV6ALp1iKntObdpCe0hTPeO\nK2ZVNHzXOQA+2nZVwcVVAjTZRsYiYpMDWiJalhX7JiBZMpFhwQkpkIHK+2tBXKM6c65FDLLglOcV\nZaZdR+rVEooWNYIyZmrMQvlmGehPrRFpX9iTr9ZvV9oVX0RXm1kFN9P/cTxLV/wccWReTFocvOVk\nFGAlTNHMATEhRcLSPY7TApjc4CqxJqcqN3ahPSiE7QWnw9pDvfDQSKLkPLScASy6UsFqrfwFuLCW\nLoBRveCk5JkcSSz/cBCutuTxutVOp6UC1fvvArsEF00tWlWuNCccCLPFPEGyVrlJwp29LAVhL/Zw\nFWBw+VqhPaUnlyLOWdOSaqRUhoQLw2Khb6gvqwNh14MkMQyRc5wm6XLyVNI4StWvq8yNatgtNdqs\nqyg3iycKSg6MVb+8Ofkrj7XuXanx622lo5yGFeHEdjsjZuX77Xlr436VcCVTZyaZpg1oVT1wQab0\n010/q652TVp7532BafKt9CetPPVctT7acMzuV1e5jqnjvICuVBjhbbSK1L7AObpPBayshFG+olLa\nIIIhWIMpjamOnxJH4kQcDQcr6W6Oy/x0PFS6qgsDK8QA0I5WTbWao9arSqEXrehwnG+Ph9tnd/ds\nbxZz8ObgaU6YCEC9vNwJz6m4GIPyRKDc2c5CwvpaLq9iVkVDsR6KtKYFrb0tMxZ5EMSTlYxhaxED\nSUzLlJAipwiKBM/SSxtb8v5yjepcqwln9ThPswctGajzEAxTEWSoGjFrX8pa18wGYUNFRamvq7es\nXuSqq2NZXZ1VcCv1TZFFTtFVerb8PKcSla0qTKJ0IHhKi0FkKMZiJr+cEsDkaW0l1qyApVdCGL+z\n4NT72sql0hJRCyagwOusgnWtD9bb4cIgXcgT1epFjEWeqaojKJYf9sLVWh6vm3Q6XSpQqCzrE8gm\n4zxCyGVTlEmamGahqxlTSVllHVvH0gJrDvZLUxD24yszV9m/g5Jza4XWSk89y0lrGnMU/ZpfkmSm\nNV09dL2wDsSw6UECa+AiAWwsWQcXkaoklp8VFdWq70rKIES1v8jUyJwKSQzTPurvdz2oD2Mqhkdx\nmZPWHvyhjtA9XfWLzriWnaJJjT6tfMp4lQ0TQloGLAm/qdiCtQduKnFctjSzgeca2BUAQevp18PJ\nBabJerBuSLhAf1opT6oC97/a/LneebXr2OoIF9BVHaJqKJZmYdFotSMDtHkLEyeZ2lNO7mHzqnIX\n6RY5sbFkhlk8GGBCMpyMpPALwYZol+gew6Qd2KFiLgDQjlZatdJ61TTlEah6O02Hxd09u9ujvVnM\nYaE50sxg8ANXA4J0wrAmw0g206TTCwkF8uQ1isAmmIWChmI9VNd8brwDDHmYRDbCB7KenUMIZAKs\n4xSQXBauAAYTUsv7S6lEdQZM1wSlb9YzHN000DqNNhUpO2nArFVLaTi1JcCjnwbobUQuPTdYN/ns\nanaCrvazCm5E/uR0CV3Fpzk+HzIGFcDKvjpJdIKesWJEiPB+VwADQMzBrhNrasCSlRDJu40FpwLf\neu0hdQsPYUjvX1e4vve5JtDoahr9IlzQ0gWg1Quk1OSZqCJaxdh+2AtXozxetwl5/wS6dWOWdWsQ\nEyZGTJRKFc2+dQbOYZ4wOZ4PmCaeJrYuM1YVsUxVjM+mIByevKrTxSuwGghOrRUalJ7cRk9b0xJS\nfHGSmZ0q8LZ1IC+y1R4kU6JbIFhygdVkqNBGpitwO2O9QOa0SY1QjNVPCofiqNsuV6E2zfIIsMKs\nPduWGvs7utLVYD/wDJfS1LBVLklNi4mo5mtiNthY5dRyftc7GjUz3efqf3VZ51+ruv0S06S6hv7I\nW/pTVwpKearfH69wryzq9iLXsXY6Vk9MvdihK73ao1v5odEqqPEpZlf30qDyW/G7khAt1rY+M9ja\nkSJxrVwsXr3l8TBTTCYmWqJpvk1A9bJ6bwoCVVoNEtWq06tujvLk6ijlDou9WezNYm6P5sbTIYmj\n1WA6oNnAuZLKhskw2TQsJMzi0/MtblBNk/L6A+80ZkGhYc2uUwWtU2VvmGyCZUjAiBAQPDnHKSJG\nsgkpIixgZssEgFPJ+2thHIFBnF0tOsbifoZDBcGofNxeDzZEjVnFsH5KyjrJWHutqexZcxWSrrr7\ndHUiq+B26hsKyyV0FR5vwvMclknc5mS1GRcj78hYZHLO8h0BDBBxlIe4JDWuB9TcwC7TuOBU4Jt9\nt/ZQyqcuPDwHWN12pYlQb2+BC1W6AKp6AeZOnhksieqHWrga5PG2WQMAc8oTu5sD0HdGUSJmKf+4\nsjoUsjp0mvO/doKb2U2wU1GwHJMFFGORWAb3UhDqil5HKV75seant7dWqCk9Zeq9b01LxIHTWyaZ\nWRf369SBrEFGNcGdUxkeuH9Oe4Nl4hR3qLEjCS6TQu0Jocdg5XmmN61h6C+cVrO6wX5Tn185QAzi\nR+nyCigr0mqjZb30fDsyP+BSA7OPnSkdgWFAM9aKqD5N0yQptNI8NA4GW2+18gRVS4ZHrX8yFKJ8\ne5AWhKmoYFa5yn6E6+G4nn0coka6ksQMNWP96LwS2iiVo063Re9dcEVOLQcIwG4igI0lV0wB3iOu\n5pknty/c+tmmijIHF+6cF0erQbXSehXZONpZDt4cFnPj6SbBNbpqs1+Rr5xFSmSJHUMcXqdgS0YN\n7Th1UD7shzAdg5PrrJiFgoaD35jEJt1jLCImm8hGSWuIKSA6ipFjod7oQWhNgBMbS8aBJRceMzMM\n52g4yBCF7PaeK3mpSIWUcm2iwlsnRN+NzIZYSVmX6VgrtCoNeZgblLlxjchwgq72swpuRv7kdCFd\nPT/c+eMsDCTxkm7UnVTGgolANgvysi2AoWhgQ1ySGvKtzhZmP40LTgt8s0e39pDQLTysIyfhAsB6\niZP7K+BCW9wn6sUz4EInzwyWxBj1D3XTpdm0xOl1k848sch6PE3QnRERUhoXIKj4ZnAObuJpgp14\nOpTEVSJiTVmll/ygF6UghBID0L0dH9rJtULlWeW+dcuaRimBAscsb/HVYbE2m+snUweWS91du/PK\nALZJjXLdPUloE9XKi1+uuhvRV7zVsEztb5h1jXuppqvV4p3OcWflFo21qgRUk3Tt3GHyYnKycq66\nmLx/Mqlc/qdtmqQRrUYwOqE/9cpTLQF1eY201kVQL7seSqZ1tc1CYdZuVAt9xlJ8eojSdBWKZVAm\n96EECIwrtIqIPWYp4zgA5InKTg4QZiwLFo8Q2e8+vfX2gXeft8t33D4JytxNi0AV1DgkXlZarzJT\nQO8pbA6e5kiHRAfiZ642wTb7FRuCc0gMG0S7IrHOBMv9oj9n4p2KwnAX3aOfNWbJ12abqvVQNh3/\nfc1YQoQChRwCx0SREQKiy7GUgmcNtQBMgrEwke1EnNgwlSasGQtIDJLoo4W0DCOpOXapYBs2xCw/\n81ZmQ2xLWScYq/67K18NdbiTzHO3c5KutrMK7kT+9P5Cunp4uJOcdYfJ3wMABsZic4RNiKhmwfi8\nIYChaGBhmYa4JBJHt66EmJagF5xq+B7WHg4LD3OxFPD6ZFYRvgYuVEhiBJoTQifPjJbElPQPV03X\nwjnYLkBFvh6iDEzWsfasX8Uo45pXx1oufleiXZWk65PQFYuCJQv6soIlIVLackK5CIDKYFafFXa6\n/rJftQJwt1YoP6tda1pCCvnOrw6LdTbJzCdVB9oE1wyhXFGeoWwJKUgPtkONigEUSeyEotgdfWvH\n1JPWLmatOrKhgxv7u9UMcsMtug8804lbLbiwHE2Mg2gxEkGmrnKCzvndngwTYaCET800mavINhV1\nT6y83lWeNiyb6KvlwGpv4TpWdtcTpe3i26ar6r/iG2mt0arKAFzDC5d7kZ5Kov5s5gDxAYtvq9OT\nudCLXHjls4en22m5PRwnFw7zIoGptGplZ6/1qvVad5qZZoJpLYtmA1mHU2wIPE0UI5zD5GlOJnqO\n1kajHUqtjZPr4oj64OZjw6xYEu+EZMV6KG9F3NpjLJ0rOnlngoUwloS/j5GWo0SYbOWdoixsgnHg\nxHbKbqDlG7kjYm7LyaVeyQynUFTuJZRZo9kQQWV+iLNS1mWMVVtNt63lq1KH1fxKR4rOxr5rsgrW\nHDV6VE0JPlxIV7/78AbAZ+4/xsPdwFhS04zzvJhqFkzerQUwFA2ME+mVszWOrswlJJpaXXCq4Ts9\nYlx72E8nAGjwOqtgXacqj4X3driAYuZjn7Q8k+UlbUkEqtPVKFzdHOBcpqh2Yw2wYCxbCzcNSXWE\ntdsAScR1HaZx2e+qJl13QleOzQRyMA5kudBVdsMaMKt04v0Thxqihq1nCxrXCu1a02TSEDz4ZWGx\nLkwyM06J1Lu3qANqgstWrSGQB8sMjoj+JDXGEyShkZE1iK2ffLf/ujysJ7fBulSBoK7cqXQVu0Vn\nJfCMCpUk3281Vta3VO0q475hhgUzGQbZ9mTyf4nZNLPg75FpUj+ZFWlhVUabypNCq1HeW7MalL0G\nV7qOofcV671YejhWQYMKXUVPKSAnaQiFpcIKrYoFMEWkssQHtdWkPIZt5gCJzEceV6cnQiu6DR8s\nne7m7ub5/vZpnr2bvHUBKy8rrVfBsBhN4JgsYyKaLZyF70eT2xsAzYbgJrgAF3PMoRhNXJBaCzIm\nWRfn2evBclmmyYWKWbEIFcfoDir6fBW01oxVc0VHcdaJRpwXKAKcECI9P40Rw1Mia9kEJAebm554\nZbHuBQzndtdmOKUxoq5rK0S1tiEWzGIeMhvWjqMD/WsYa2xEa/mqKK9cXK90pGidGPfirIKbkT8X\nj+UiuvrM/ccA8gvFWGSjmYLxlpc4mAXjMg0CGIDD5A/BAhhWzkocXVkJIdHUxOdvgG94N649HHOK\nd+D16ibCV8OF6ofeSVliLjRGS1Z1Ww3JNjfd+QDrWJZQrjdjmSzclPujfKxAnHIly0+rxsIvERms\nQ7YMTmwn2MpYDsaxUrBG+YrabPjVcaSJPQBiJLO0yBzyu7dNMlNg5SJ6+GQ2ThQDKDsInqTGmG9I\nM5YiiXUoimFbIde2RrWDWZq32tWvXuS3PWEU/UPPILPvcxmkUZ1yaqgkXWqSIUvIXla2yionBjGM\nLU9mvYB0Px7mJ26a7MHoEv1pR3m60mlMF+51rmNos3+o4ksbxdf5XVW68uBQggaXdBQxrNBqxwIo\nj0J2hridA4SQ8zqr1elxmWIZdc5uIiO5yd+8ebSTx9rLagpNr3IMAizIUp7lOrvRtADc3jQbAhG7\niaaYYw6lZLh17rI+306hrfkiGJPccZ5nL5hVPWkAPB0Pdyp/orjGrxlLckWHaEOwsqaSk4EsOovg\nY6J03IgYngKig3WUqmMrtz6ktnyp1S0Gab+cPAu3RUvMXFVtiFwwa53ZsIK+uZKxammyesmqAq//\nqodJbJlwUFLepZN5b4ag6puRP5l5YVGeTtPVYfIAPnP/sWYsN3nxQ+dksPKLD34aBDA5QoWtYeUs\nAB1NDSv4jseJgx3XHvYLDwfwOmciTNcqWLk1dFxVppV5Uih4QTlJ3+7SYmsAMEInZYm5UIpm2QgT\n2uhKCVc8zZjmbLbLlySHENQo0c9RKyEjuWLDGgCLkNcJCrFVvyun6QrNyV2SJ6wwS1m5Xn+TTpaO\nBJSw5VeFxSpDprRrtBZ4kqt2eOKtNbnO7hkD/LIxF9umRkJCWSa5SRLrWxuHAeZu8qeso/rLZ/Ow\nQr9Yd3BaAlm7l27RVaA6VIvXTjHbtQQcuaEZ8c+EscQJhjlxWdywvYAUVXrp+eBTME1uo9Vp/WlP\neeLLnMZUTaxToOtcx7pL2hcAWjirTbrSnislEZZGqxMWQKCmc97OAUJgbyWvs16dLkuoUjInTITH\n4B79PB9DHWmmm6O7f157WXV6FaEtXLcGPux5VfLhJs9+xUM0ya2B2APJyAS6LiqcvR7AAAhyCWZV\nZSslo3nro6c7AGvGklzRsUTxLrWeOBo+TomYUkJYRQyPUbxEKEWuy+JUCy8tnyEe72RBVcS1LZea\nVKE6FRlsiDAbmQ1HKSuhF1PPMdZGX9S/zSKxqr0rzOLqDnhlVkGJnbSK/MmB0uLScTpNV/f3jwDw\ncFcZSxykmImZONi0uLVf/PF40AIYgEpaABKTVm2hoqmt4ds/H1IyHOx67aFeeDhOANY1Xm/Xmwih\nRiPFEJLUqaOrkt1J0veslxYbQsiwJRGqmrmwPqB+ra+mq064ym5SDsZ11yjtoCRDqOlUZOUzNwes\nXDtZRz0o4RiK35WiK+NYrITGgmxZPNjijspUuEyyPxkcqa7uQg/tGFclmTnr6n6iFrwtZAtbN7un\npsY15Y3UaEjCA50kidWtpfGgeau3vKWbKLLsMWuTOHc7uI0ZZO9e2gImdRJ9qMHx61KGcoW1lVkY\nC7ZsHMA5K9reAtJ8OYNZ8FMzTeLVFi3mn5xzGqsl3K6eXhDVQsOxKr40Fl/qhyhNV8Hn12GhkBdk\ndWglib/WFkCgSlZ5CdXKD5ejqXmd6wixLFNN7QxAAk0tk6mhDT7wbrZpLfMAcPfP5GLnZTUpvcoa\nEOWkYf3yo7VXJU8T25lSQEo511suVA8kQz77F09h8H3hRHb2cZk6ZQuIwVXekiyEPtp1ruhqAAWQ\nkonBRT9Z78PjjU1kGRxWEcOZZZ0TxQg3dV5ZqjYQIL2QjBeKtGIhLZFFgYLyow1xO7PhIGU1MZXE\n4H4RY40bj21qzVVNtKamwjb74KVZBf1G5E+OBt4mSdy0T1fTYQFwCPaoZNcU8w+lbmz6xdeDHA7H\n4/FQSQvAB4/3elIBFU1Nw7f30/HxNno3HZaUzLD2UKdgsi6O4LX5xOv2olWE+afl3/qnUseQTKkN\nGQvr4EQ/58wELofNRAgIFiGSDXW41efQYUKBzl8S86EJV25i69jNmqLUlVbOa2q/xJzlXPcYKGNz\nCR9aday8YJAGurKKriwgrUW4SutYarh+PRxpkg+erwmLVfyuXsHV/a0h+xk0t7wZvCSyIVNjrw7l\np9RRoy/OWDhFErnTYTU0DlsjldIHUYUtLoOtoqgC4tvJK8pBV45EO/LVYF0q4kelq+hzavoc1k8C\nKa01V9GuLBtHZYZ6bikAq1NXs+CnYJrkduoL9acTyhNwqdNYrUVy8dJZXeo6prlKPTpdfMrDXUVk\nEL8rTVcLBV/SM3gEX5xXClrtWQABTkWyimYjBwiBE8kIpFenC1rp1M7OxLWItZZ5wGAmM3u6jZ2X\nlehVTpwoDKWE5+c1XW14VbqJI2FKw6STyMMkWDY2cQhmRY3JO3MMnbIFRN+EhIeP3gg+bm5rfc4/\n3EqYJY52I2J4CLCWJFKP9soae47EZGAspaLg5vGlriuvIig13qo2xGZVbJkNt0AfVUzN+aTPMNbY\n//T2QVW6uXWsMKt4EFLOdRZrVtwLswquI39KIXKwybuwTHt0dXP/uDx35Xg8HkQ6EtvcCb/4ehDn\n4qHQz9PzjY5eW8N81NAeIdljdCJ/hmgFoQAMaw91CiZr4wBea8BSoz5wVegUyh0cGl2RrHRo3hjF\n49tWRABLZPaZACYivZrPBnKS9waVIbpT1rYqbkbVX7LSlQhXxU2KravdaKlPahyqU9KdeXnuxKlk\nwhHnrfxvdWzPobBAljofrHr7bQBQz7y+eCmOrCWf5+PFYbFYkdbLXN37atPd19WQDWa4gLCvzOnr\n6KhxvUxyjyTWoSj2okK8TR7WEw8HUAPzqoOr1iXu3UvL8Bw9Zbdo8d0JxSmn+D4DrWc3lo0jm8AM\ny+eXAqzpqsQZ/0RNkxKlLGs/DVD4lP50Unm62GmsFFO11+BS17F2JQVe88E3jINFAKhrBmNJFaXp\nyi8Ul+y84n32W68WFs8bFkCAkxHJiqPdyAFCACBpB4fV6YJWNbUzgNmm96ZQRazTGxmmu6JaTcJM\nFm6CtWDG89PumhWZBjvH1jJZNoZoYmZM3HUxBLIRNpGLHBNC6Oye0dDiBmWLmazPvPX80T2APQPo\n2g3r6eN7CbPEiTYihqcAS+TChlfW8FxMLK3PNtIylinlzly819uw2NsQtzIb9lIWUBBfrRE5y1h7\nxZjrbWfd7gz0tfamHKotL/rOtuxchy/IKpiWMfIngBqqSvIKbNKVkBOAw+TXVsITfvH6IG7yor8K\nf9fotRLmA8Cg3coyiMSkFxUOaw+HFEwDeJ1VsOLpL2z8RIiKqfBWEWzIMAyR1VNqWGXUkCrlSnz2\nlMg6jtkqJAyBuR8F6zpBCcFQ/CUbXbk5C1c1SBWtclFpS4psNUp4ZfmKZR3lGCDHuwJZNhawyjKY\nndyJbFlF2IyDO4yCl2h+8stB8nlIF4fFSszxelf3zcZaC13dzpWQjZTOKHOasTQ1xoASeKRnrPOh\nKNRIOd5PZSb5t8DWy/Kw7m0nOrhOnwdawCTx10FSLjs14ZcMP6Ih5dUYWY4lnF8KsPJnb2bBT9A0\nSfTK8VSBy53GcjFc7TqWSzkXYjcl2zYOFjCtgRh8G5+ErsKRvM9pLbyHDx1ahQ0LIAAkqpCRFrfp\nhytmwaenGz1CVLSS/H2QiOfXbpPDYWY3YZpkARCco+en3e+L1iXTYDflbGPoGlt+vMbAB7IRU6DI\nHBNpz/1A7OKgbNVH4T+6O5FpZ63PffjxmxpmyS1+HTGcFoZjTCuvFC8qvQAAIABJREFUrKGFpwhj\nKXuSmEZaRgaFMoI0Szp1NsSNzIadlNUeE6iC/jnGGmv6yeLU07yWMKMp1mih2vJkL3iEBdGfzSqY\n6io8BViiXaVkUp+H+3A4arpaW/2ci8YkIt6zLR4Oxxyb9P7R3Sx29nLe5eG2Rq91Jt6G6Z88383B\nrfkbz7d6USGAISf6kFP8GJ0Gr7NxsK7ywapkgGLzovxCKhnnqiZ9Ltlqg0M22MvyQBkhUoSL4tGc\n60iNtF43JVmVg9jmdFX/bDHkWQczzsy4jgeoThV1wJDJdYX/dXswma5qyKuerorrVRejoR7vFTS/\nMpIPkg/0ustVWKycr1SshDJ8XurqXltF0Y+oqjVd5IKXQDYnxHhamRs9zAo1IrSUA9eHokh7AKR6\ngXyzakaINWZtSlmrndAd3MoBAlsdXB6qqSbJThKExreoM3kZWmk+BKqrN3IXeelSgJU/uzYLxk/G\nNCnuX9T8lt560WJpyBc4jdVaW2ZQF7mOgYsbjb4kVpJkwcTOOFgFALHzBhS/q46ulmOLDip+6wWt\neHGjBRBgpipZ7fnhVo+rYYSoaKWTOq8dlXJNL328iqRFufc+HCRAIERLpm0n0eZPaQNZx4B0aOxm\nuNyn5W5Q0i1bnwN+hkCD55nntbLFyZhgw8e3JzLt1GyGcneGWIdZOgTr3KwjhpNhioZMwrTyyhoY\nSyI4EGXTZyOtmj8t20CoVt3BhjhmNuRByiodDoNsNa9fEjxZGwq3+h81ne4qc+6IapNE1rEipUgx\n1tUY5P3p2KF1+aqO/AkgRVtDVR17e66x8YzVb/ZDOIZB/XKTd7N3N4u7eyZiZkqLq9FrJbLahw/3\nm/wtuSzrosKKUDon+pBTPCSrwetsqpwXrSLUMgwZkg5LANwk4iR97tDpgwyM4zoFTwExtOqrI623\n8yjJSkSsEnNBnK5yCFA3NWcp41ajaXMZyS2l+H/kUbR8Tyu6ZYI7KLqm+V1V1ytlGVT9b+Oql2t+\npUmvJR9gK8mMxA+LAcbJBPoyV3fO0yZ5CKWVquaq0eFlkM2U4q4yt+dhJosKgyegWyaJi0NRiB2q\ngfVQh+UmWkkVF59KWhflYVWM1V2j+rfuWXVwXHq32sFVxso5HEuudHkUNUEnkEPd5uToeXS8YCkA\n1v7svVnwdU2TSlDshKu3XbQIooudxvJ1X+Y6JuMWl9WFVI25/TIFlG5kNA7W4KLKvCJ+V0tHV0ff\nRQdVaDVaAAEQtGS1PG/44WqPKz1CYIVW8lqyKb/rwp3zsw3ORhEMjElkEkxCY6xS6a3j6QbGkOfO\nSXTtT7m1KJinQ242eTgwZAw7V9ZOum7tJLMktBmULU6UHnAi086QzfDO+YPzEqFexuajn3TEcLIR\ngMSJ2PDKGhgrBUThcteTlkS6pqZp9T4nzYY4ZjZkJWXZ2rXkme8GY6XVusKuL1r3P6P7qf6O6n+o\n/JvbeyoxsVJmrJzr7GTs0Bo9Qaf/AyDL/eT1IFAdH2/3rH7GxuX5IOrsnueWnX229t4czRw4mfh4\nkPFXIqsBuA3uGKYcGq1nrLqocEComhN9yCkOQGYs8quzYRquMhFmROiJQQ2rZMAWhnNnJPkyCSww\nYayUHEv3l5wEOpL21vlmqRM2ycrOIKDM2mtodXYTzAQ7cTbkudFKWKe/K8Cq4kHL8QKAUwMyYiLD\nhsE2D9P5CajuW+ooIY8w3cit5KtrNT9gT/LBnPhB2byEq0Joek8KiPacq7uIWKhNUblhrQoezTOp\n7bsUshkmbipze4zVTYIF9VYXdDYUBXPqhsmdKs1ciYkUV3H/FnRR8oquL6uvx53aAaLAbungxL00\nCyF1eJa/LkGn9Ow1OTqK0tCWAoTNpQCcsOXPHjuz4KuZJntBMdtqXymeKpkLncbyk7/UdUyGt7q6\nEOWy61Wl3oWlzvsH42CgylghkAQN0nR19OvooC2ElbYAAiBE76pk5f209sMdPK7qCIGCVmIcrK+F\nrj578/RmPt4ejod5cZO3UyAXySYyTJZhkVUZU6DBdE6iiG7tT7m9KJgMjGF3qAVBZNhahEDO8Tr6\nV0rbytbjqUw7sulshnJ3b+4evZ/EuQcqYribPIC4TJLDbvTKGhhLIjhYR8bA+I60TKAo/lgm90sy\n+A02xDGzoZaySobo2sVtMJYOnpz1ZKnd636756qhL2qOCgqzlD+WNHnJ5iRJBsVZ0PuzsUNr9ITh\nenSoqkpIa6+savXTCQr3PLdEuBLaNgdPNwsvTqLXCjGnZCQzAYA38xEYGQsli2VFqNkmTVdDTnHZ\nKng1wCJC3+EAAK72wdLDqiRg4jK+FrRKTIYBcASsGMUMJ1t8FBjMLJEk8yF736xhU5JVt8SvZQac\ncjhQmvKc3oxY2WbAYCp6/lv78NbJbpvTqoF8TMdxMY6ICWxf8lkMnp7brQ3zxeDPuLoPWvE4y0fZ\nuSaSfAnXQbZJe8rcyFibk+BhmSTKQ+5IYkuf4wjiMkz2SzjHm3phHtY9xtrZ2oqe9i+Xbm7UsYrD\nexaxQjYw6QSdRF1y9GKDyFRNEvueR8YSv7TtUFvaLBhewzQ5CoqvHE/V2AvjWZRac4nrWPYWy240\nXEtKrlyRlp79pz3jYNWxvEp2ruhqMzqoCmGlZYCUjE5bu/bDXXtc5WEAuHf83hRmm4CcXkbUHaGr\nd24fbw9HcYgRPUDCisIxWcpJWo1tjFX6JcR4SsTacaZkN+fpQbSIgUxxb0iJxIUUyHr8Wtla/IlM\nO7KJz01i0imrD4fjPHsJs4QqohS3d2Oj5LAbvLI6xuISwcH4mrW2kJZ4p1gqkRSzOa/yVrUhdpkN\nBykLAO8yFmTGCGZDlEqgLCqwpTFLTedaP4++/+EmbjXMqs67iboUZyEnEojFX/Bc7FD08ahkqwEU\nNCGFZXIudo7th2MINoTbSmmHyWtcq55bQlf25mhvFrHt0pxYlmAa5mRw7Owe79w+5leKsVBoqSLU\nvWMd7GPIKS5bBa9NBUsNVVf7YLEaX7NrHjODLIEZFrI7FSfUVPpcijBR+dPFpusMvlnDCbVklY3c\nhot5QpyuMl3Zqbmid0Md5bevGV5oYKyqZinJqk/HIcLVRZofdiUfMCOE004Pa1d3wUdRrXoNedCT\nd0qdlKWM+VLIpgSTtpW5WpnqTW1Ogodlkmoe3EhiW59LyE6jMkySOmE9eb25Uli4Ig/rHmNtPb8T\nOzXs5q6t2ptyVEaB5jw2qwSdhlpydDV6UYqIi1KVVksBiHdDbWmzYAxvYZrccfh77Xiql8WzKCV+\nieuYRHZUqwuratXWPyoJPNeJ6rxSvIMH42AWALwvAoCiq53ooOJQVXFKnEt02trqKVLdQdYeVzJC\nCFq968LBBQA6Kdut8+/cPh4mf3v7PN8ep8PiDos9eMo6FtegDNJLszFMho2DCadFrG1nSknPQMTu\nIH11XtNTMjB2a4/WylaMSGkv045s1kYAxzB97s1HQ8rqFO09cAj2w4/z2C9u74cik2ivLKwZq0Zw\naHRVSMtNlGKd+ME4eV15q9kQVWbDXsrqEkivGEvGyrwsSY04rPoiqC6uTed6uzb33VE/VaivuTic\npEQlpFHxP4kcmP2Z2KFQOFU3Uafao75/dDcLADHyVoSqpYNCaVp3FMOixG7IdHW70M1Cc6JJEmIm\nSoG8I2IilmUQGuDyoYsdeYjdAAVPovIOOcVlq+B11sn9CgWrd9nOYkxmLDBgwQxju3XaoNLn9l1n\n9Lu+Wd0pMUhWxYuwuITXwFQSZp1cMx+o61ap7F8pvNDIWD3P5afVpePIk7+zmp/hi5yx9pwelKt7\nxVmhq3Ko6tiOrbcbxS5tUlsJz0M28Y4yNx5696aGZZKrefB+KIooBaOGyT3AIgCdmwmdzcN6JnnF\niefYHnh7Ubmcm5G6/SVwopSII4kJ2PuWoNOW5Oh6KUAKCKSfNmFluQPvt4WgzYIvNU3uOfxVCnm1\neKqXxrPIBzrtOiZe+Fx9vBi2HIEbL7JirBKvmpjFKViKgJp5VxkHgzBWQIi8MB8bXZ2IDlpxSqJl\n1nBW6D1FJAHI2pm92gEPLtw5fzctAOoBRd2pWs4BIBfNHIxkdJ4Tphyona2FLentBRc2RazTzpTi\njFUnSNOMaGEcp0A2FUtxE3Q3lK3jcS/TTt28kjreuX/QKauZyU3+6eP7OtxCZVbRXll124jgYI1A\nVUdaMcJaELGxWdMq44i2IerMhr2UJercLmNllR1FaocK6HjGUKh5q+hVHXL1TaSnMaojSK7bglmM\ncCZ2KBRO1U24qoqFoj9xIrd452ZdKHXrEhQq6csVndXeLHSzmJuIA9FkYA1CIMNUEj254qVXAa7q\nWBK7oWaxrCfVdPWuCzqneN3qr14TsKQI+vGVcl1A9rPq+YNgiZIBWVbiPyOWOjP6Zm2dsJesTF0H\na5vTlY6uXh3SgTzjlD731cILrRirqSH1P8JOOg7IRH9T8yPelXyUM9au08OQAbrM/3fKkVeNUQ/8\nuwY1ajS5D9m7ylzPWCdvCn16yoEktkNRsGVExKRdoRnmhH0wE1VZ3FBAiitmMV+dvGLnXPrG+66t\nvh0ZS6v0os+HlqBT6FNTtawGqKoS9ix3UHS1agvFsz6vG7rWNHnK4a8C8avFU70onkUu6hOuYyqm\nGpJeXdigvHF8yj74DbOqoJWyzpdCdlsZjIM+rxkUr/Z0nCtdnY4OCsAaBjCEs9KeImLgGDyuqpfV\n3bQITokSBqD6xW/Uz0TZ1UeauKlRl43EFy0RmJuIdSpcX5/Xq06QwBNPM1JCclJeXKff8jwHZSv4\n3Uw7ACcTl43IXtNhOdw9ScpqufHpsNwD2lYo3xxyDNdtiOAAkzZIa5rEfYVM3im9S+OtMbNh0lIW\ng6v/ziZjZa4SmG9hC1HULFIvVL/SZPKyo4jlYwD32u3oTqlqZHmWnpAYiZFd4c2J2KHVj8rYBhjC\nVWYK1d1NIEkYSBdK3WqCwo2IDJIfc4o0JxyIbiymCTHCEhxjymk04zLpayjHfHQm3kX36OcqZcmn\nImjptlNziustJCu/cnrivnbDoqud3LvxlbLwIhoGQLbwRxVvDBsDJGIrIyKDEf2eb9YKCLrutQRV\n7+wF4nSVY4HmdITFBM6hVKNXCS+0Cm4pjFXJ7JJ0HJQD+Yya34bkwzAREYOMkcMSfqqblLvUpLWI\npSGb973xSmex8jDbnAQD2JgH74WiKI6ZRE276rTMbAfkekPyX5avrsjDejZ5xebGqxf13T4BQ4Fy\nFu37oI6Kqsl7pNRUpXybo+WOOIqC1ehq1RY6s6DQ1UWmyXMOf+LA9KrxVMvCvZPxLMqj2HYdg2ra\nnMbVhagPPykf/Hp5XNzFAHC2cqZIKbWFVyvjIDyLV3s6TvF5rnR1NjoogCGclfbDlSsdPK60l9Xk\nwmFeqsOvbF6ZY3RaEuNtFkqLbkEpspbDLwzXp52xNiZIlt0MTiXlX8r2MjCl1ClbMWa1e5Vph2Kk\nrRyIKKHAAdwQJ5vc3TNHK/AktkKdWUXnGEbPWKZEcCAXyaxIyzmJLkTirCbmVEDzVpfZUDCxSFls\nu2hb2GasPtVVI6raA2kRq5oF0ZwIa1fSNKpVAPdWyYdfrXotJkiKwP3YoRI9wUzNB6lyVVuwCdiD\nHwpFn0qK7xCsoJWOyGBvjubgzRxoYpoMpgmHGceFXMCUSFI87VgJ39w9Ti744MwToyyJABCSnW2q\n60+l7dxNS1ytojhGJ796VRMhaqQUZF8ipKJhFHojIkPgyCAYAqfq6wriXH7Y983aOGszEGTJqukT\nNk+doeRrWDIWIE6h1p5XCC+EfcYarhYoI/dOOg75SGt+YpjQydhRpw6nZIzNzF/5WpW+vFOYqz3j\ni+0fnoTsfW+8xljFwyzFvUnwkJ5yPxRFG9Tz7HDtCt3sg7IpDMrCVV5eyqBTeVjVvZ8NSHPyAb7q\nJs6nx+dOVap3t7LcISZAhB9FV0NbEOEq+xeHTFcnTZMXOfw1G+6rTXjAfFE8C9nWrmPomjZiHBe1\nlNGltcEsw8esjuf7KrFoW1Mti9tDQIyDcVDCMcTjFI6zjr1+NjroYAHUfrhyO4PHlayhEx/229tn\nWSRYhnE8fNjoSqcl4WA5GU5ECSJaECdlXQIYF4br250giTOWPF8JssPF+0r+7ZUt8kdw6jLtMBAj\nligOCbsONwqYyEZ39yyv3eSDn2pmFSGtPcZKx1mAgFxckxbNPg+jPWBV3hozG6aopCwueLTJWIQ8\ntKp4csje7sVQeELEKpMzLpaE+qJvj2MAd6m9m8Pxua16oNfoCfWjylX1MSJYW8QhKZRhQagpeSRF\n/dIRGZrr1UySaYCnmWKENTDptJXQmPTOm4enpxsAImVVv8Zh/ek7t49V9NXb0/Egv3p1E2F1eW6D\nTemrKmMBIEJkUF6nreR0TuGUb9Zq02FCm2QlIweVEJ2U438ChuRFKj1gVUHfJrwQ9hmLRsJqwzba\nwvIxHQdMfoyiYayus8wnLpAxNjN/UVlumfW/eklQL7D19kSxVxELO5B9whsPQO9hZuJuzHpJT4lF\np/1eh6IYrIRMy6YrdJMhSsXNlQrAdXlYgTF5xYmANJ/GVuUBuNBUpVw2K8sdR5V4NI10NbQFbRYM\nQWfz3TBNXubw98rxVCvGno1nIdvadaw+Rjkax9HHiwYjYKQaWkK8UhRglX9rhEbxyI6UIkoynME4\nKGsG/XE+Hg+Vrs5GB8UqUujnb5Zq4NBoVc2Ct4fj3d2j+LDb2Uv1XB5vx9VbJS0Js4T0pFVFbpIG\nW6enxFleOpHKvU6QYiQVNFh+zHZmd1APM7Nslnyiz/WKJdMOc4xkPAxBQqb3Q2k1NmlgEna0B+/u\nnslGO3u3TDKip2idi+ufALgBUjRr6aUiQo5KamKeNYumJd1LAawus6FLTcpS492KsUjpWDWeXJXb\nWRkK1yLWboeh5OSLA7jHVXDKc5ux0UxhevMkFkCyVYrmAU95aeHLpFAGlBFffgnyoq2KEpFBXK8w\nW8wTpum0EXMIcHq4eyJKEoa0LiWp2KTXn07T6OqXkqm/EsDatxLGbXF1ZyuGkBwnpg02irEoiwFE\nMu2r2lUuy1O+WZsFqcKENslqHXVQx//k1wwvVLZNxlr791yYjuPSMEi5H98vktlsZv5S0NAYi0nj\nVJO5zqpWeR7fRXWHguyz3njNw+x0zHqWyM7pWZ/+rBc/wnHbFbqZmbLHgn5Xyuh8HlZSDYiBawPS\n6Knpave+xKiLSO5uFTWbEWhOCGY/K2WLN8uUWpKBtKIr3RaqcBXKwmytmL7M4e8TmPDAmPPxLEqR\nb4h8dbOJ08rHi2JpmHKQiFS8rASkBtFFziO9XI1AESPFiJgQwto4+P/z9nYht3XtedB1jzHmXM+z\n9/eTmKTRFJqkXyNGWzR+aBtMoqZ4Ygwk9kBMxR+oYot6JjWxRRHxQImoqAei1p+qB7YgCiItHlja\nCLYSKDQQSDRBgibRJN/3vXs/z5pzjHF7cI+fe4w55s969ptONvt93rXXM9dc82eMa1z3dV+XqNrv\ny/xyvxV0dewOCmVnVZQibk7nSlbeBVpJWVB66G7Pr+IYRMT+5Wm7rH9wI7b5F3lk16cKhUBeIC3K\nFitfl7SwMRZ2TtIviXcsNwmEdpEY08AhpNKbMZ3gRhebNGC6eevXyS2TuaeJv2ZIM8XVbX+lYKwi\nytZeWY0rqaxbiBOn5aSKp/BWSTaMsaGy2k1hrBz1QTXqSlaDqVCY3qjw7obEUgKsSsSq+mBFWhcN\n3OGvIq2m1jyv9JQBCjEZZm/Mc4ATl+4QsViADJvJdwmGaAGWnHAzr8WRIUmv5hmT42mulgiM4yKm\nGJw+vX+xLszzKmYoGjZ1/afdwBa8K7/1uXcR5psg14kajCVFYkbqNyQDKjXdyBChq8DwkTZrr0SY\n6zgNZZUpIiRCKL8OQkNo62H9cXuhdtuINjYHTDQ2RdzEceRlxLXjDMvRlRJeuk3+Et8aLjqkLDDK\nk3aduoeXuvve+UVuQXbZw4EaD43C7NCzPjXkBz/O39iZ1Mm/5jukl0IDRQEwxMEJYJ3msMpHpvCK\nTNEfGtIcbtT6clG+FhkEF7DIkr+U8ei4V2vdTaVs/GaxULpAArBCA2sEXY2IK4TIS/zUevRv04KH\npnM/C9m0dGx7oDFsNV5gaouAuV2mAiyuhVE9BseQ7LBLc7v3kN5Kb7vi4MvL0+rdEtxHP11xB9V2\nVkUpcrPpPi8rb4FW87yWHjr37tU938nG9bPn0vnVLesf2thNGNn1IUapkdV3bm2x9nhWewMsI8Ik\nmpDDCpuJlrBCC8mtFcGNmT38qotNEIlVxo5dAdR98aMQITKj+49PQ1gmoTrYtL91rqRGZEOFnhHC\npuCtkmwo6KpQWdNofkknR/QzRKAUdcXEkJKtKYBeFn6axFL3tQzG7fTU1+u51gevG7gvsVfFtNu2\n1kzE5p0QEkAEewOAbgbWMIJBYHOHC2a1HDcNSSqorFKGjpMjw2wxz5gnnm+Ypody//w6Pb3/aCdf\n7Hw1bAKg+0+plcmHtZoAnwKshxisBmPVYbUWTTi9zpGIRAsMMuKCIwPrvjZrFx3vBmUgNeVpmNU4\nAUIxZ1k88YC90GjG0N3vI9BzNY4DwmU1uOr8OMUJZvfyWMt25mRzX8qFJYvaFCCSpvAGY5W1Uf+N\n2wVnfwPsq/FKFVUpzPY86wEwKOZeh00ZdDipEzPW3Ak8lEI3t5BcntIgVfZ2nMPahVdQ+qy6cEwr\nxcLU50Lh3jZiECmPpxVdpbtIu2YPe7WwTaXc+s0K56/rZUAPazo9uyKugE+tR/+2LHikDTk/Nbt+\nFrJZM/BUSzdHHGu8Gm0DROeH6CnZMpWEn00HFlDrg8EjRkRmaW73NgXitsXBj+t8924J5oo7aLGz\n0kqRch/JyrtAKzt56aGzT4t9WsLLba/zqwTrEjHSn+2tq9ZmxvV2fTHA71Ot1yxX2DjQLGOgeAQz\nR5iQVxoOZk3CJmfhHM0rQqS4lGLTtvO/K4Cyt+b9q8zocUlT5BBjFQeHIdISV9Lwmp9gqR5WgNUm\nG4ZYqSytiGjPMBf3rEggQ2xYhyIgbkgs2QdDGgx7N768DM0l+9ZZNP/N/JiB+32Kq5VvvdW9DWrN\nAL23fA8NOJtnwgITYKNxK7znuHGEbgAWC7TCROQMnMM8YXI83zDP7W/hijLPTevtCx+np3sCWGuf\nnl6eHS3VZya7riXGyqnPLPURff4fKxEiS1lk/VEa6JLAWYqGaY6NOcON03UlwoE2q1sF6g9tVU0Z\nS1Fp06tIC9DkBj7FXmg7EJdz5rBX7n7EBd6OlvUxJUUcHifvdM3kE2ZYbMNSPmNKquaqoC9nLJ1Y\nxbts4YI+DeUGEL7yXI1HYttIB571gLb1P91Y6dzJmAMptEKi9QtWv/UKYvZzWD/FkKZ++OjGruRf\n/mPq8ZDcPGZXpqYwFoBTv1laX1HqdOkYiRKJ5Xt0tSGuADTo6i316M97wVMwKJ80gqRt66lWrkHw\nI40Xb4uAMus0MKsKWdQlJurrgyHAp+ebg2FvJfemKw5+ba3r4e94XvfcQYud1VApUlbeMj0UXbC5\nrSLXPer8ki56F8hEoeBhCIZYXdx82xKAykPLaT+mWi9YriStlbWAYw4UAIoJxEuysrUIjt0kbBBi\nKsgahIjFMjjYoa4ZbekKH57MbTXvX8nWuXmLseT1PaT1BCkgy+PEWtPdJRtSjPCZylIPcj+/pMfH\nEHmQ4RjS0rSEImgSi/RjpRNRm12qibW8GS3MKuf/YQP3sExezsztflJrZh4smG830ErWY2KESHEz\nUlb0WEquRiTtEGXbNMvf5FcmQ4YuKvMKCpy+8AKAYwObBGDJr8uzUw8pkg5i/5wZLDVbUOJ4EzaK\nWZjFKXQMlIxwwMg05q42K81aI4DVLIU7yipNTlSLX4pSanb7oL3QaCDW54BBQyZprATacYE/Wdan\n4fsT+geLKE0c8DseCxm2Ss9XCu+T/ri470FABV3If/bVeHzuWc8R5JvD3hEbDdEDLa8HUmhQeSry\nyWkonDSWHeawAmjCK+o3f8SQJt8a2qcXBdryZvFwIlNTGEunUo6VasHDrIipe7f8dpoyt7BG69kL\ndAN6dPVYPbo+kp/PgkeXltKVVUuDlgGVTx6TKADFMNR4wYRtEZDER1SUkdmiCaxGMH2/7dQHo7cx\nGoE4PthtcVDEVbON3/b0uucOSmk+VUqRp7t8cll5V2g1eZo8GQ4v7UI/bzp7pNgLwTFsjtkw+VTL\nI1NWBdaBAyhcoVoPLFcGHRJ2QuQUNRNNMUNn48VQCm7imJajhIURKEb2u+5HunS1fvZcMgfpadHG\nAB3GkheHSEsUWm5JjW+lepifdpVsyGCvqKxtgHT+HbW+MqBA8EyGyCYMShHMufOG1bi9WyXc2VoG\nq/ycnp03Grgff5omBZJu2DkYA0PwlpJf/8ExqyZNgVZWqPSJpwnWcYynyrw9xeH0xY8cjIZNIJCJ\nZKM8O+a25txecDTGW46EaIrIPX2vwUkPh1+p3/KsmjTa3SyboZUMRglmMYRwP9ZmyYElSN59Yvph\nRFkpAoCUep+3+ylb5h92huPdgbge0UHb3VgJlPiejUPppWW93Hk7hbPL9ZraIoBkmwmAmSUVcxvY\nfoyxmkJhEWO1GIuPPevhI1M4ERsdu9UfS6E7alaKei2Fc5bDOjRWvm5Ig5bq4/oiSmhSZRNFtEdk\nT2Rq+ob0Fq/3XaWatGuRSTLtumbNwI5ozI9mBI9CXM0mRaZodDXN7C7Uo9PKQT99n7bgaUpLIUmt\n9wG6fPDeow2/o/EKGBQBpUpYvCSyyXj6gnKZ0jrHAEiumKP6oBQjmClEEyLp4mCRrr9z6zc9fdy6\ng2o7q14p0q28BVrNHt4W1iGuLobGbQi586u3F3JJ6pQwFhlFFxmlAAAgAElEQVSmDLlIj3WXqNaH\nOyTKkJVsTi2sRXTShYdJkJms05hChD9xPxKpOz5712UO7mEs7eAg/7R1JdWBxNpXU9cQhVQTKmsQ\nIJ1uaXkkJTXOInoyNvnccABbOWM62VOfuwvb0Ts/FwN3qCibptYsW0cKOAvneJphHZVp7hrAStDK\nWnYTrGPrSPqOP2Ez7181bJKWLDIMuaPmSLYALIL3HFKb7QmDxY8BLGiMhcRTlVk2vyPNOgVmoYw9\nO9osda+M8VWGUFvKSgs+ONTf+vTmrCHGKuWkPYPWoRJoxwVes+Kny/qt+urh/sE0WwQFlDLTPMZY\nQ5+nfH6P1HjHOZXxVGx0xa2e1tcDKXRTcyQwmWoIWSicoxzWtDbIGOthQ5qdey/feZSdeOUHUlTf\ngUxND8rGEl47GAq07VpEcvJJ0TBlGQAyMO6IH4UirtKA2KIr+SNR69t6NJAfk+PF9CMLnqGEf78b\nAHMEoD3V9N4QI/Y0Xkml3hUBmYJH9PCZxCoxeW2JUJInqGD9sFsfvAfnYwN3vjz5YnL4fLt/4d1H\n7Q6aaBixs9oqRdqVN82eXGBvt6zDnrzdTIFua2MvZEsWoStLuGpGeI1qTeXshzokyIICYJkiGQcT\nYBxs5LxgEJ04M190P5Kv7Ny8zRzcYizt4DBEWoKxAHTVw3KZSg2xUlnbAGkZSdMAaCmJzEJyUTY2\noavst9786auEjCzDGl7ZvJWpliHQSt+6zM2T+IiBOzZRNqnW7CL2RJzTDGtZwrwry75z3FQIKoFW\nFiahq6rE9+EACx60dJCNdKuwCTJnWoZjsoyJaEp9GxSYQ5QO4y3A2pBYj9hg5YW4Rt51lv3wYfkz\n/+1fyVeLf+CHfs9XvvKteaqJRObnf/5X/+pf/ZXv+zu+4ytf+ZZWm1VmvsFThvrqhrJKoishA2Ke\ntOrh1snsDc1Z+6rMgfozH+ZjLvCZsgIuL+s79VXXP2hLf2V+PEqMTKTzwPYeY+35PKG7+lqNpy7Q\nKEJHvvyh2Kgxdu/QQ9lCOJFC69uckPR5GwpnL4eVa3jFmw1p1FhVn5r2FIEyw3cmU2sfhqQj8/ao\nXUuwiFmKE7deA6nQtDGs6YirNCDKolOjqwSwJgjGEsqBI0UPioyCa/e2RxY8exL+vW4AbxEZMZL1\nw0dbKhRDjdduEVBuuRCyn0UhmBWDRSDK5QzFCyAajmZYH9TqKwDOhJv1YhDaNIorRFUAllaKbFfe\n8MSHsXFjebsFnBF7ITiXvECtZZMQbdFFXaJaczk73U7XOiRYBlJ2hAi2bKc6YAo4AHOMKXF5UxiK\nq9tK3e/rtJc5qDFW8WSKq9tDWgVVdJmGsukaYkeYNRiLiMzCYpdlLKzj6IvDah69I3ECOCo6HenJ\nVVORkmFd3Oo7FdLSiK1976H3wV6UDZz6lA0pgGlqogIONqKU12SMQCsYS+sdfumV+OsJFhze8/QU\nK16VEcmCLOWbNqsRvCdR/jHA52HPl69F+o67GOs3f+PjP/dH/6uf/Jf/wfxOkaILijL/zX/9v/1r\n/8r/+CM/+nt/6o//9//mT//Yj/3Y7xMQQBpdje8Mav6uT2DX9aZ/yD9/QnPWUSC831Fkj5RARw6l\nrPI3mu18WZ/Wglt3GS1PUQ6T+zWvPYx16vNUnmTBXTKTHkToHIqNjAWZ45VXc6aPpdBbftHYPQpn\nm8OqwiveaEjDqVuGuR+zkNYDKFXCM5kaRhgrhktYJAa6F6KlLhC7EI/xGZ4NbrMmrmAdWws39ejK\nTTBTSv9kT5EBw2xBljSz3e7+0QXPnoSfwppm665EZSw5L6XS8aM9R2Cnu5B5twgYI/xKklgl7lZq\ntJXLC5LHkOBc+q3EOJC+Efbqg7ON1rA1kYinaRULq9QorhBVep62ShGjVt6EuJjjmeZE3p7KMY6t\nyxGEGRgZWRKcUa1ySgXsGkq306UOCQuKMFkWyZHtVGFcDNizbFhXs7qhuhmHmYOCsbQnU7hPQ6TV\n71BVD2UrLg9DwkwwFkwArTAE68iubC1CIBsgPu8xwJTucq6CZlT1FRKoSo/1Hj/x12dzLjx/4UMX\nZUOmFtfS1pICbGdEX6MCxjWsOmiz8O6S9rjeEUQ/uiT6Sinx4+IebemgZ5se5O4pFoxlDJghfFte\nU3Vjcz/Y8SbF8HAriKrHWHIijKE/8Sd/tGiqyttiDH/yp/6H//Q//8d/6O/9PX/f3/83/+Qf/+9+\n7Mf/dgi3o8/pcCzWlSkaUVmACqwpc3/588bmrN1A+OP0xssu8MllJ5XYO4z1yLL+uPM5BsJyJbC9\nYqxc+brg81TUeOXnev6VM1YnNsrVsXLRrzN2ZTuUQsO387owVVyvSEPh9DmsnFkoPGJI00lN0UEr\nLoNjQV0C2rArU9sEOMpP8bRdq9ZSRVy1kTj0IR4tDZY+R8gwZ+FcLQuShZvYuoKuYAzFCF44SoiC\ntAtYQgBq4/zgCl5Z8ByL8DiSX+TZYTvBTrVERUTWsZB2y338aMueh00tMewWAWPMHhZFvc7I9YJ8\n7wM2kCVYnzDWmzZmWtdpebkBEJtQm2asaCYPwx1fhUjmvYdJK29m4o9gbwUrHMw05/J2YxLGKiRW\nwlhnVCvy6tRVpjnxoKcdEmSYLFFMskgjDYZZCTeybMC0Yj3yHcV+5iAZNi6Yd9WTib0dIq1uhyWQ\nWH/3U8KMzR0239LB5zKZR3RlMMzaf1UfTNAK7ZqNM3clr1OPdne3Ophz7SXv5lb13kPvA+nLK0o+\n+7zQvJp3qs25KxBbK8MIOKcCXAJYMpgzrfdigkrLHcuKdeW1V+KL4nB7qLd3VadY73lh1CrAKuOk\nhZsSwGoHBH3Xj076w8qwDmOpCwRixs/93P/9i7/wq9///V/5lm/7QpmVf+6v/T+/8RsffuAHv4eI\nfvgP/i3/5//x//3SL/3md3/3t+TFXT68XbCXYUClrDSDxWpeB0oB6IAvuaYYGAbC95N3c5iXXeDL\n7Cupt4h1+n9zHbPvfA7kVzBfDGzPGIvSOyofU2i0hIdVoRAZVxU6S8gsccbaItG9x/4yY5cfzhMp\ndCcskGF9n8IZhVe8wZCmklio32cLrUrfKOdHyVwIcAQk+PYCFgFqRiHWFT70GtIuxGOahwi+AjU5\nh2Q58VhTqgP6RYEkqmUjY8GOc9f1bpVwf8EDHqTaDST8IZTFDLs5H6oBWbhslLDzaKczsad83ysC\nMqeF8spYmQPBmyrdQJqHyDI7JhsxrTQbma0oZ4unh4zYmmgNzzZKnqCQWF8O5u7dx3WWJNrmhBG7\n96/23SvNnkysT91z4BebCrtPNj2/H71Womy17bp58Jq8vagVHZMVHMd0SLV2YJcIxlYe9KRDIhfN\nBUAgQ409ywYfDnxHdbrzMKYwRVzP3rxLnkzs7RZpaVfSYtmANqW4fAp2CDPBxMatmLjeYzE1fnEs\nnTqbRr8GV8m2IU3qULO1PYC+/9DgqnSHNat68YzY9z44MsJgkIuYqtlzaR6sV1wOeH7mps25O1qU\n5zI3AQSz3gcmqK8Bd+bFHijxt/XB1BhR7vnbnNWBSUmZpglj4bJWTGZYNAzWeIzjMFi87m8Na1Wo\nC3lxmtz3fu/f9G//9J/79V/7+h/9Z//0X/yZn/yu7/oWBojo1371G9/8ze+ttQC/f//07t38a7/6\n2Xd/97ehgvF6RKPzq39OU7j6X5ZXPrfmrINA+O3k3RzsVRf46lCac9lUNzjeUsfcNucDDwa2p1Nb\n0I6Sb2Pk80TNyWf9A+3db2/e6sMpgG6DwBrxsrbwBmCIrD2icLbhFWVwuWJIk0gscFPyPoZWEeBk\nilv5SxoHOFoQB447WGTfOBvWYlnhPXtG4DTe0ijEY76NRW+bCEjwihBgrDyHnAGWahcwMI4la1JO\n6YG0QhivdsHTpNrtS/gRY7eYYTenRacxiFEg4N7yKe1ve/NwblbfKQImaOWJF8veQjUfySnpVVAh\npNW/iWSiMVFW/86G2fp3bv2Sc8tkPvg0UX1tdbONeH3uTpUUB1N9cPYVVG0VxNbi5fVKIptuHhyk\n5x7I243h9CKNqdZyfQvYzR/Z8KB7HRIFY7GsOiJz2LFs8Me+o2jTnfdiCmvEtQccmynyGjukpV1J\nSzJxCSROd5SqIWJEmFUwJzdYbtNLIiRm4tJZz5DQ9P6xUZCrYbNkgortsFMe+91NSPpCXLF0mlea\nfyBxOzbCaPLCy6doElrKQXKHGMPuFk3Wk7Q3UP6+qfWbYqC4HJmgvqagz4dr4take34uGMtw+vqV\nl0noKpNtLh/fzhaOzvtoq4PVL//S//un/8ufEQrqJ/7w9//u3/2tf+Vn/1X5uD/04//Bf/wf/YV/\n/d/4h2XvUVy+kxkpS1WBqE7elz64Epj67zLTZ1T+ac1Zw6Xz0eStt+su8PWl7HrF2cRczsmbO59l\nZS8pE4Oa1wnGSrhKeIdzn6cGYRM2p/Xz2zqYe1wzbSy8IdSXOaJwuvCKpqa8Z0hz4Koc96FVzC9m\naIVcC8jJ9uCI6IklCNmnG2NIvp4aZ3uPJfDCvBK8SUbJ2xAPgQZ2RzKvsDstL1nkJ/EgSUfFZAq0\ngrGwAcYlHmVA+28ubkkO5ppqdyzhB/NwMcNuFmkd52XGkKLe7S70Ft6DpRQ4KgISCrTixfHqGvsc\nCCpQuqiwIgS6RbJMhslGcsFO3k3rbV6ec0jO7J0msfA64wkaY1kbrAsib4+rM97yS0zM7sYGFqsH\n0ux8msiWKj6z36bnHsjbG+kFdsrZLdjNQ3VSqUpvRN8h0Tn2ydATmSjsWTYc+Y6WA8npzhjFFGqH\n9/jhqTiw0xzxnimiIK3iSqqTibMWKt2GpYY4JMwG+CMyIlMTm4aC5rMx2AM6dzXyqNGmpeeROdWs\n1ij1esqcJQ0lbqdGGIO88Al75SCtaYGxPE1HQJCIwoqwPmSC+paauJvgXD4nlebgJOTV5CLcdnTT\neIbjQwwW9N6IyDmDynbUOfp3/a5v+ZVf+U2Ze5j527/9S1/7rReZmO/38Nln99/x7V8uqIjoZPwt\nH9j+UO4k/YZyu7ylOesgEH538tbbRRd4LbeSfqtYmpXqPzFRIyvZ59iATZZqjBcC24cY67rP096q\nqO5+8/Lew0PprwSbL2jObk8Hl6mx8AYwRRg6oXAEwtKpIc2Jq/Jm+bjPWg2hldhzCLoKq/xAMQuu\npdbJl4yzMUdeGXfmxcTFoUR9bUM8sIAIy4oYDyIg6f4qw00aduWapV4BA7KpXcC61DFQuMaLsFtW\nFNYjmNN7AM7vObyzcZgmcAQt+o6s79zpLsQc8boUsmpcBCRwMAVaSemtGkADaDv7OFgTFgoeTJC0\n2snbeZ1uy7xO0+ILiYUn4HUeYixnwuT8PK9hdewtB5P85owUBKk26D3dEAKWFf4kM07qg/06XiqM\nOT0X2WdoK2/nsvyA2ZazJesi3xuOk6gIyH3Wct9KiRBG/iSMxVIrTNCNQTHRYFvLBhMOfEcLxhLR\nelwdfeQDw8lwn+T20Q7sBgE3ogkIkVYMk4k7gCU1xCFhNsYfzVYFqW/VuUMPRC1Hzip5RZWra5NB\nuqxdKlF1PnsEspe0JZrNuByk+8YoiQ3Yzay89ROTJNDB54boR0xQNWX7QE1cNJ1q9ciCAjNaJQWw\n2gvYXdHHSoSs/sZ3fte3/Es/9Q8hU1CffXZn5i9+8QnAX/hffv7H/9BXAfqlX/r17/qub/1b/7bf\n+e79/L//5V/+u/7u7/5Lf/EXv+M7vukrX/kdVIiRZiYeMoTlbJNC6MhzGBLG+5TmLB4Fwl+ZvPV2\nxQUeUA7jACQSzhdT480JoMSWC1HpprMsVaIYLwS2dxjrYZ+n3A98xoDSb4N3hnAq0+5l0hbeEJ1N\nwCmFc2RIQ/aiqzKAymDtsVbCfqX/zS0OMdSWUg4IK/FKwSOuCF6j8GTxLxfUmEr2dJK1wIUzjxkH\nSMtBP4WYgPgqoxjfw0D3xkyvLyJKIGGqqPgYFchlEWxqF7AhdXMMc/pObpgL98Ac4Xcc3oHEnyGv\nZIxlq5YoXXdhKwYAYiGrOAyKgEQsps8CrcIyFddQDbCEamJvbTCIRN6mGqJhcRCwy1RIrOSD9fo8\nxFg3P70LzgfrswU8RwPByjIQPt3AqUEPxuC+1AV9zowbblIfHKzjJd9tmlj8skfy9oSBYGDcQDIo\nWRfyKMWykMjXN1VeRK3hYCa2jsnBOBgHFHSVWkDS4JAsGwL4zHcUKBhLgoTpPrG3HGlYJwWwfHh2\nq+tSnGu7343oZtjwOJm45OUBKaFPEWZ77uF1Y65Y4XPQubfoqv5is5ZL0y4p7qqyhiYPyydPareN\nIbuU3g4sV1ShMKvrItwsHLl8T2JGWOSrvc0EteA/YRCv1MR5mnN6QTkwaZSO4CL/aAHWYKB7rIuQ\n834GI+af/TN/+af/rf/pH/lHf/8v/MKvfuOz1z/2x374z/+5v/ajP/Lv/Pn/+V/8wR/6np/8qR/5\nZ/7If/ETf/j3/2d/6i/91J/4EWssp1KPLjbhYMJmLvQAKj3QIy2Z0R9qzhoEwutqwvHkrbdzF3jk\nQV9tEgkH8aIdACyQX+EXWhesIuhbwTy+a+90ObC9YKyHfJ6QSSxcw1iadMw/f5p3RuVUbk97l6n6\nZAJgxA+OozmlcEaGNPYhV+Vksloq9BcLgtKRIEgru4cTS/ffirimxECNws8iwGk2/BI1Z564FqZu\nCmFzB4n9RLonqqDnyQLCbKW2mmrvpHSgpHSgySTWTmR9ulkeBVgAn+oO1zh0eCeQZEyxDWkI1q7r\nzDAWE/E0wXviO5zVYgB6DvBUySqmeJ/6IiCBI2lotd5nqUSU4y/u6oJoo7fGBV1DLCTWzdughecb\njPXlYEKkkAVeZUpVjg8MZjw/JQHo68twQT90b693i42pnT7m9ogYZHSGdewm2CkzWEXeXpMhNhhL\naGDD0SIJTHuHFK7+LA7GMTn5iPI6yIqGpFQh0l166jtaeHAJEjaRQuR90gXAh69/YZjijGypkJME\nCc80SCYuAItBy1QIM/4GdSql5iYPhoNhT/CfrnNvdrxBV3rACe3gk/cp/Hpl0FOd59FtD7LTszvo\nGxs0v0tfMCVgynERMqbM9shitYsmqJ30ykzePi3nNfHpKS/+KRevoSoSLcAajnKPlgg30Kr+7z/x\nT/49v/f3/c7/9Wd+8Q/+8Pf+u//eT3zpS89/4Pu/8u//h//Y3/nV7wTon/8X/oHv+77v/Nmf/eX/\n5E/9U3/g+7+CVGm6gKt0tWX35+5rX2/O4j4QvgNGx5N3u11J2qHomxuXgBhJuiF08Et70pPVx3LH\n6qtsmQFTy9tsLga266N61OcJOxE6+vts77M84tU/D3pn7NRDMd/2LhMmkCV+4fhqeZnOKZzekMY/\n6KocEwOUcBiPZOx7BcGQpHjS8SB5lMyIK+JKXgDW2qHw4wjwIWfulylGo6eQpMX2sd6mUnSIRJ75\nQ6h2A7Sxd2ohF1tLbkLw7CbimKhxpQZ9bDOGp3nvMcR2MWMsGcMxFoSHY9d1ZiwL7ivWgAgOBCB+\nmDrFerxPfRGQAEBDq2WZ7svsQy0YpXzATDjZeTUm9hTXvE6yz7ytwToTltAnEhZPLP0MqQpPohL5\n6Rn3+/GC/sDJGoRtURjIdzdRLgvmoonMOulobDO6Rlk+GaIAE3oBUF1QpWqgYKwEs5JXrSUBVYil\nCnHBd7SjMwnxFUs4NhfYS3EuW5MkeCN6Nn0yMQER8YMz7zy7CBfodY7reBGu++w+Teeut/KPB+gq\nJHRVKPNCbpVzuBP2jIL2Lm9kI9lILpfejNntG9uP/QaB7Uxh+XQT1KH0iuaIGx3XxNlOVWMq9zfK\no6EAVnty6v881EWo6nHjvX31q9/51a9+Z3n9i1+8/ZF/+ofKe37gB7/nB37we9rf3btzGAlaIaOo\nOIZWLZzs9MUAQDatXLfNWYav2xD3k/fcn7e9OI72mTfwLUclSyC/pJ5wbbed3kAgU60+lmUgWwb4\nbhA2Na/9MmX+p8wkXfJ5Oo3QUQdNn0+w8Uk91NghxpIL9ACF0xnShEDGX3dVlkGNEkiVGy+eQKuu\nIBgDRQ8ExJhwNkfEkKCVX8gvAxR+EAG+M8V6b8sUIt1MeLkBoBweLB1wHA3ZWO0GxBGAlL1TujMr\n5CJr4Dy7iWJECGwMgEFO3/B5P3h9eH27xYy3ZBaOoSK86IEz1/XV477ynflueLFDsiouzt/npghI\nMCZqaLV693K/LcE1eczehWCZTVidnfwAYE3ezuvt+RWMdZ1eRtBHMnPeuXW23tkgAhdjIpkIE6FN\nH1Il5YEF/UAusyeRzAmMIMPREgWJCyG2SdVonBpdCSAmgxhA1YCmWHWUtlPAJL6KMjFWdO7I9BhD\nS2mPfEfzWJPHJaYQ9swFOutRjFKcC8baJAkKs4vUMcPMH2KdF4QwG5/H/T67Q517Pg5OiZSsOwfb\nCzVGV0EMERPMShy5Gn8KN8a5f3ZP5+RJiLed7zfaZAFGGPeNncZ+fx7bkfRqMpgmzNNuTdwK6C+5\n8lQAFhWAtYeu8CDA0ki5efUytt1OxkqJhQ5X5dc1olIwqy6OFd4ClKdUVC8anbIsE8mlxLfh5P2c\nk8DLth/H0ZYwMOCojMW6NMEv7Qli6zZWHxdky9tv0e73AZ+n8wgd2jg1pIv7du+M8xa5pMTq5mAR\n/PI9XKdwkiGND1jXh12VYxAdbs47NxVLPVIQTJ2kSWuVAZZgLAFYHQovEvJtxM3N8sewN8XKFCKj\nfFxc6jwvlGbpgLOx2g0kgKXsnRg95BK91BQQA0uZFRjk9D26Ecn4LuJTenaYo17MYI5SxGwQnjyb\nAq32XNcD85351cTXKd7nIVnF3q73uSsCOhc6aPVxnT/6KUQCYA2/c6vIqnywEszsXNjWEFOe4OEm\nmTnPt/ttXuRXyAWykcSu3ULkydxZxV5b0HdymYHpdAhklqxxVuEQ5X6mPCvXFSzBEkUDsszl9taT\npVh7FMxk2FigIC0LWKqeWACMIrFGvqPtSTzOzxlaj2KU4gzgKEnwyeLpBiLc27R1gytunCc6d00Q\ncEdfHdwxfIiuEkeOGIA8wtQLFPTnXtE5HRed++3YD1lxpWff8bdnEw5+mmEnuLmvidsZxsrwB6JU\nQs1AxR2gKwB4axehuugPnA4taS9gq8CgTIp2VFm+b+oNVNQtLV+VgVd+sypPVILagvhq4tsGYzXd\nOlbdXntxHJ0L6JajkuJu8E3wi94MkXOpM0hZfRzXvAaB7R3GylT/sc9TGnQvReiUTys/UyboHvTO\neMisnLmpJUmD2LJcp3ASUb9GuDe4KnvAgJM6HsmIZCh30KxVXxCk9HGeYkD0KWY4WZqtFDz5pUfh\n0lE4jADH2RTrrV8nt0x1Ts1nsCaxyLp/aBpeAVbnqJlYolQ3BAY5fY8yWASEkWNC3niJFNYO4aXf\nlZT0fdd1vpv4OsWXW3idw+u8JavAWF5v9/utFAGlAthBq7t3X/duCQbAbOOXnAMQmYTKkl/Z1hBL\nhPN6LIIGABgTrfN2SgoSuADHZCkZjpjLU13eBGE3cpkifNjkhXf6GFWYK7VyC5MfczZsDBCJU3wC\ng9UInIeC3IRY/BcEVBV0lW19Sj94HrrBzCmaolckHOTn7FiPYifF+VKS4DTBuW5oOiDM9vrs2o26\nwZMbVmKHZUzz5im68mkVx9kbqFCMYn9QkHAmtI5p0aOic3O3SZPsRuxxsnHqlfm0TYhDXDB6BVgE\ngpy6XKesFJxrr2V7P584uccHGawOV7XMzzHSKndGivsunHHej6asyt5qWXDUccojvkrNgn0BsWzX\nEt86dNLFac3q3tqL4+hDajccVTIZD03wS3OkBi4A2Fp97NW8BoHtHcZq9E8HPk8BD0boUEppGCKt\nc++MoVn5uEWu5DB6T9YljCUNYi+vx1WShsJZXVwmTG9yVY6+lDsZBmyKcKQS8g20qqzVqCDoSboF\nQ2hgFketZ+/iF08ChXY2GXGMCUC+hxXAspO309qArS72zkZdT9SOmtlX00CCJbc5fW8AWAxe4tA2\nPb5YWjYIz4cOme25rrO3gq78y81/fNqSVUCq35UioFQAfbSfLTcNrb62ug+eALx3LPYKH/30zq0v\n6yy/sq0hEpWmN3zj5d095HbCw40kbVDOvCz2NgZmSUt3gUcBslzG5kXtNX1MCofgOiOQZB8aSQBL\n6zQQA7Gz8mfpWUMdhWRASI9PRlcSZSvjQqKNq++ooCuuY43QLaP8nAPr0aMU57MkQUbWvLYYi57C\nkDC75aXdbuxjlrjlDpJU+a0XPneW5GuMNNmlUZcvoKvsrhd973EdA4WF/ErRNxRavWwntOgJdtze\npcPbW+4oDogrUisjf3qMz5uMXuVelVZZCzNl0SEj1wehANYO+tm1Jhq9t6Ga6j4PlO8aV6EUBPMc\nnOdjaCCl/hfllcOO05avKjRDfn2Y1MFEZBywY5Gnjj4d6zBOS0is/TiOvmNiy1HJNAkknfLWA2KK\nlE0Rr9S8sF1m6W9Bpz5PNp3VYkF7OUKnO2eU7R6uemd0ZuVX/JAKcrU3nm9EhFCbB69QOObu36A2\nJWbGCu4nCYalBP0j6uClC4KZtRoWBFPLmyCtgBASucWx07OX+MUd6MlXplj/jSaeVrZUvXK+AVvo\nya1EXW4cNREjKEvjgUFO33AcOnhdOJFl7JgwRnir75HZjus6gIKu7i9Py0tPVsnbvvHyTuBUiCQV\nQAC/+frcQav/6wMDEHuFZTKzd19yzpkgv7KtIUamkAsI9+Bkh1/bEUcfbXlWfijVZHuqH9bHlCFa\nFmFkctOMFlDnB1yvuAqJVR4f5MVJ+Vn6YFI/OKt+8KKjzdUQGfD38nMOrUd5P8X5OElQtRaumAXG\nJW6GLG8JM/kIGahPYh9LG4ECEw2JlSQKAdqzUN5wBVz9VisAACAASURBVF1t3PWyx3VM/TR+Ib8i\n+EdBzIXq5/4Wi6zeUfDSxEGy/ueY2DVkxHbthu8cZd9m9FrPOQCa8nlOeV7Y+mChxUOParB2qnjY\nGSC715t0HaKErkbQavO/qSy433Gq+Sqt4Ksklj6Q1AGFixiLduK07AyAzCaOY6djYsBRaYLqZeAB\nYUoqLcCvg5QlXfOqex1irAOfp9wiRxxS2egtETpSsYvq8hXu6tA7g4X2KJ3bFhc8sSpytUJinddZ\nyvY2tWmSt8cA+b5Uuatc5mCGLbr1DK10QVCxVtuCoECr4BtzgWSfGMfxi3MTeUmzQYiSeAoRaxMP\np9ivf9agqyJy19WrCragyK15zffByFHTh1I3BDDI6XsYYDFZ3hOhDxBeiGkgFoB17LoOxNUVdPXx\n47uOrBIAVNDPEkypAH7du19/nXtoBUgD4Ac/vXe8TLVouK0hFsgFwEdbdviGFsKG6njz1jluP6aP\nYTBEe665q5FII1MRmccq5fUKrQR4ybulUFj6wQValV4ljjBhlJ9zbj16nOJ8kCSIrrUwBnpq3Z7e\neU2YFTBXSw3nsY/Z25MyEk3jT8itSNR4FkorSVndHaGrsbuetDIIuqL1jrDSuiKET0Ltp1uXxKUc\nR2tHhRy2sGvBp296GOOzVdp9bgI4cgVjyUsnUTkP2TQwIhSPpf++onNXLF9mAQrPCb3QaRc9FSFd\n6DgVvipLiYvEcnMGtNDSwE5vjtOSL1TRFR8l7Qw4KiGorGm6wNTW4C3DBzUvjJZZFWONfZ50i1zg\n6OXrpqf10QidBl01P6fZoBsriUHMiCTpY8ZQPPPE2iLXSmK15ZXPYb2VYD0J+RTWXE5dEX25fygJ\ndSPYymo733uao9IFwcxayetNQdCT9xTWXXOBTs8+x06AVWphvJh4n+J9Cq+z//i0vN784orW52sf\n34f2wRcwUapXwEAqVKXZqACrd9RcqjQewDanb5TSefS67C2ubihCHyC8NdSrz4RYvawGrusAgPU+\nF3TVkVUCgDT6SRVAoIAhZGj13qWfy4sSLyhIa1tDLJALwGxjh66+7Wl5qIXw0+Uy2nH7rRuBHCiV\n16VCnMbetOIvV1mKPtmupSCtymnld7LQVwzYNAIlM4ij/JxT69HjFOeDJMF0UH1rYaAnW08gwTwN\nwFwRy5rbei32kVLpk1YRI5EhjgSQ8iw0QMxqtGvoas9djzmhq8520X8OQqjtdhBNWDsqSKOrteI/\nAVvAntKOI7llXe/z8TG8ZaMm8K6PyumQ0OM2DR23hBZsYfNzHTd1377yWCq7aqFVI58qr591nKbf\nyiWYTZNwOpJkcZkebE5UxPSGOK2CZAk4SdqZIy9xYDK+RkxtF1j2gJBuqfLm+NHt1bzGy6ziRDzw\neWpb5MhDWVqNMNZ5hM4WXY2DGoiyqKJUDM89sYbItSOxxnftQxv3rsoULEtHUi6nIkR9/+RGyAjD\nHBkG4AhO7FQe3dqCYGGttgVB8WLw69hcYLt19lcvqLUwYTrvcwcgXvykuZN0qxgu9S8tNhKwhRHe\nwsZRk4PRrBKAbU7fowyW7I2DGYrQtwhPqkipTTgaZirIbOC6DgAI3t3vt4KuNFlVAJDAo2qwDtT/\nBd47/vLkZxuBZBOKTGtBIS1dQ8QTCgEme9iiq29+evnCfL/UQlifWLkP8Aa5zKNKvuFGZDg1sjDA\npKeMhhIvxAxVsJXQVUZaqfSYIibUHZSHjmF+zqn1qHIKHaY4Yz9JEMethZN6pm5kEGJcjbZ9z+3e\nZOKuxaUxWRHlAarxtTZDK1s8C5NeNpXLUVoIQ5Uo7KGrPXe9kE2tt7aLnyJyB4ZKj3PH0UgU1g26\nao9Q8N9EFCKF1XgbXvEWlVi5M9Mf7HUYiLhIts7JfbNIf6yLsPCQQ6SFfaosH1lmO5nLc4Vr/gvy\nT1c6TtM7GwVf+8VLPAvItpPl9GicVqbQLyTtrBHoOarimljRVfGAiJGsl1RaAPwSr+v4yjb2edIt\ncqngrXRacooejtDBAF0dy+YK+33midUg1wMSq1EqXJ1jgLGrMnkvK+OmnOqX7v4pjZAAJ4sGSL6k\nCB3WirRKWbCyVqErCFII8CvWNQXFb80Fuk0RWrz0fk6CKmQc3AIIvRsBE1K90mKjoTRbnt/OUROS\n5qZYJQjAanP6HgVYsjcAQxH6AOHlXyQTBdjFtXpZbTXsst2X+eV+KyenkFUFACHX/gqoKmBIoNWX\nnL85f/cOT/hyMF9bnbwNLdIqvwhFgCHzXlt09cXnj8+3uxj52Hm3hZCNob2A1OvbNiKpEVznMzve\najMxka1Dd1Zqtr+aAA8pjJWprPKimJ7oymT2f/oU61FayfriFLpNcUaWTG2TBC+0FqqN0+Rt3inb\n9xzSxa8WBJqoWlxaSzGyXwgMbniXMhMl+9Zo2Kh270RiqeJgZtBP0NXQXU+bWm9sFz9F5H40gO93\nVBQUOEZXW2PIfZuu3SSft3UYUB6CRp9V74SHNVgHVbz8lv6X6oGWU56eosxpFfS957+g+wQvdJym\nNgSt4FNHCBXXQKafLMmydQTgWpxW4iQuJO3Ir2qOqhBUPboSD4gQUt8igGWRWskVHR8u9KMmEzm/\n6HuixVgPRejUjMgHghqEoTz2xFLIFcEdk1h4RIYFYFfn7gOt43IqRd/cP/mAKS8zZCmJsFL0SHKH\nQlOpgmBmrbYFwUTLr37PXKBesg+xFlLuYz+nsDq/TkMAoXclYCJVr5TYqJNmS08cAE1x1bAXzSpN\nKwjbnL43ACwx6hyK0AcIT/2ifC6H6mXVua7rbQnuo586IVQBQAAE/egKYAFDN+ffufXdtHxc55uf\n7t7NNn45GAAaaekaosZqUHBti67evfs4P9+n2+Jui72tlHistoXQGOgyjlRIH6qPx80o5BxbFfBc\n2tTTZENqsmlX+VkeRRpd6eFX/60E7xpvEVHGSGmH+REzb7QeJSKzwBC8JRkGQ0xIK6c4p19RSYLb\nAfa4tbBCCo1WmZPtO0Gf54RinRNRuUCQQbGcUBXfMWSDe6GvOGne80TJRQBaWPMDdLV11wPgfcEu\nA9vFN287A/hxRwWl1p91D11tj/DApms3fPN6h4G6KmK7raNyBmNYfEiDlWtAoyoeNg9S+TX1RHF6\nlrgyw1DE1bH/QkZgpx2nIp1pFXztyTGl1rudLCF9gtfitMjfLybtpI8u4xcgBFWCWQpdJQ8I71Pf\nojglXtPxXepHDZ69Uf5V+ULVI380QucUXZ3J5gaeWE1GJEI4J7E0wDqbY8ZNJSuw7JZTsb72949J\nBwxmWOYAUACYogf7TL+vwlG1BcHMWgXfFwTF88yHPW8C2RJkz9DkwM/Je+uD3QIIfembgGGgA1vI\n0mzpiQNQKK7iLFAEXroPUeDdljG6vpW9La8DEfoA4eWrr83Ti5dV57rebSHSEoxGVwUAARD0UyqA\nGgy9m5bZ+ufbfb77d8EJzAqRfLQFack5BJqoQSHABIQdoKvb86t792qfFnNbzW2lOWIiOAdrOOmj\n7WlT1UU9Ms2mjkLOsbVMNlUh1SpfMBaTRleV5gKZIhzIlyb/oN+fIVoHrfIP2dCYo3Ba2bXhUevR\n1N8juo5k7i/rqBAQI7/2+ve4OvrIwwH2QPPK5s7eJPCUhbY0m9TYK6fhHvrF4etrcV2R6gc3ZF+r\n+O489EV0lWbkNOTmobVKFI7Q1dbjmlmbWm9tFwG8RdUqjtmPOo4KQPQr/IKwDtHV9ghPK5h9ks95\nh0FdBqj7nIBcLNyr4g3ce4+2qMDQiMo6KRGKiCezIBLcBqi97fsvFMIDfKHjlAHeKPjqschqjIyt\nUvcyWZpQq4d2IrJHcVrAxaSdUumrPqUAvIUPqQ5ojUZXPM2pbzEEYj51zLvajxoirUtJXd9e+3zk\nQkcTnUfoIJNY6TZ4OKihwnRSnlg5IzIGGF89sfZIrGI6+kjjrh4R4uLIzkfl1LCatkZMUsrMFqkE\nGWVFpsYUViR+25cfVEFQsVbbguAqnme75gL1ucoFO0Q68HNiphBNByD0fob1rwK2kJXayChB99PJ\n9rrM2z7EGE2X0/eoyL3sTfyoto4JW4QnmzZP115W2nVdbwIc9VYAkPyv1AGlAlj+t4ChyfnbvEzO\nr94JzArR3IO7qc+yhqWGKBirICoBYd0OO3Tlnu/2aTG3heZAM9Ns4Sycg5tYXEY/L09IJGNrGYXg\nJglok0Ikl4BnAVto1vpy0dKly03iAIBO7EL5+urfou5/5d+r1Qvy3PGQ9Wj+JJCBtWTX/FDHhLRW\nv9W/h9dUpNsOsNhpLUy1gneroKuGpnq6pWMKgZibxSEWeFNcV/q5o1N8jzz0xY1MemuUB2xiHLJW\n4RBdbT2uV69NrTvbRUjv7To9rHA6MDUc1aMpRgpVREHrqiPjNLrqjvCBwytwatBhUFYUpesimRzV\nW1SrsdKNXv8G8JiT+7mLOjICrXd2+Q8h5aXkZykFt0Htbb+Q1BAe8bTjFIDEjGgFXzmktJoxjjaT\nJaKp7FSsSEsr5WucVgyXknZKpQ+oPqVirOX91r+UpxnTzABioPvrqWMervSjBvASyXyuETrgso8i\npEv4+7GgBr3oJC5Uogm9J9bpdta4263jJXvVf3xCGSJ3HEdpeS1dDmU1nBlTVC1quVFTys2akJZf\nmg5BnZHnfV8Q9NgNyOsvV36AgLBMQz+nvVP1Hc9plV0YFF3/0mALbU8cNMX1+pzOJNO2D5GZupy+\nIXV08LoW2m9F6FuEl85Ka54O5WWlXdf1lvBTe37kRWcCcpH01tZMCxh6fn510zrP67JMk/Py0S/3\n2zvFllkTP64zXp8FpRVEdVN48QhdPd/N00o3aT2zmBy7CdbC9Z1MYDwslxlu1rKdxdJalQslxCbP\nOpRnnQYeATBZl6kPS9+N9c0jpAVmSTfTAO4R69H6OUSpq9+ytZXFl9RRugPQ+ndeglWHeaW1sM2E\n4G2xNeWjv772BbLc4ZRcV9potWse+u0UnBe30umVMJZU2Q7Q1cY/qDO11raLQIrj1JD9ksJpVENL\njOmwHt0KVZPZ8oZd2x5hDPYth1fhbE4ZKX5sqpCtYBYhZxHuEUuPlQgvVPHS+9SvVEJY9+Xm4DYC\nqN3bQSFJER7nHadICu4uH1e2lHvl+8lSEmMyoaVLhyX7Xb6LUF+EVc+vzX1TnpPiUJpPg/iUwjoO\nHtYP/Eunmd0MMrTeTx3zYjDGhgMFd1wt3adI/DlG6KTnOQ2gbYmw3iHxgaAGdYumkUU6pFJ/jPwD\ngwfRe80CaD8iQ06U/q46QuHE3nddmrtI7gTXhMyzQ8aL6S4lnxuMk9BhbToEdUbepiDIixsH5G3v\ns/zAcbBDP6f0ZUdG4X/j80spY8026vqXBlvYV2oXjKVZpZd1BmBNNMSFcELuVdx8h6PXy96g/Kga\nx4TXZwDOhKWFMp15+sd13lqD6k321vl8/g3z/YvzcrO+7PNdp/q/3bVMKqzO3ed5Xr23MZqCtMoO\nzQsD6BDVu2mp2FTtcICuniLdCPOUWs+mKbWeRY/fvo1MSg4xwmNZJguxVkkr++Kz0Kzyc9bNzl4r\nE1D/bl/kxIQ1JNa59ajCWLm+RrkxOcgoFDk60Ttmrijr3x2TaQZYnLUWNrUCb+h2IPnoC2TAxt/1\ncQ/9PPymcmEeggJxtYPJSqZddNX4B03YmloX20VkeribcQbhS63CiVpPmXToWuPRarBIVCJyyYTj\nX9cuMk6jK20MuY02Pz28RoBFYi+QoB5Tu6KopXDaRuV0JcIHAdaxi3q6ydstPzO557Y6yzHLp+u9\n7ReSGsIjnHacAqCwUfDJ8RhbnfvVZEnGVEJLAGwuHVaFlgS/2wmCXI+TdrRDqfp08SmFX8f+pW5m\nNwNICvqhYx6nftS9TRTc9DF97ucXocMo2nauUvdUIkwE56Edy55srt4vSj8LXXwQCDXq9dUlfEiN\nw8AxzZHiYoKJ9/kBJdbGcZTW1yZlWe4fDl2/D8in+zMpNH1CV+tCYaF1bToEdUbe2hcEeXXjgLzt\nTYb8TBOGfk7pfoh2aBReGBQfra5/abCFjKugCK0OY2lWSVM+umlRGx/o7eD1sjeM3Djl029+wuu7\nj20xrjNPF+KqswbVm+7s0z6f76bly+8+YMOKVYn97V7AUFgmO3m5WGF1grTKR0gR05nwTmvIbvfO\n5VXvcICubhNuE+a51O/YTtQtIAkPi9yvbJSjbOrivpt19JNbuai93ekfCrSitG7jRucOEWMJ5Dq0\nHtUjWyk1GAPjOHqyAdGBWfpLytuq/t2u2pK0bHuthf2ZlCOYe3SVsrw2DebIHU6f5KEPoPFG1jxW\nFrwnEssfoKumE8vT1tRaUAuA29TkjWh+yEzezGMP1asDeF1RF3v3CKkVSvLViF3TR3ib1r1o84PD\ne0SAVW91N1pD1FceyiLkSjnsu6gPJwHNsDXBbQagTSzuXiEpNoTHaccpgBB6BR9Q1XZAM1nGuSG0\ndOnQhIGc2U4PO5TKln1KD/xL2c3gOHbMi3f24W2WDZ8WoSOIqjYG60dBFQdP7Vh2ZXP1bqEcXS6r\nT9q4uu+Fho5WOXFx4lZ4qsQaO44Gv01ZHvT7SGG6lLNljzKc+TutaxrXVIdgk5G3KQiG+7QXkLe3\naaHS1o5BmzlpACEMihYM9WAL6HriCsXVuToVqRaUg3mBNZ3xQdkOXscTllBRrP4K8veXgwmRfnPj\n29mZp2NkDao3vc/O53Ny/vnpFa2uC8okYrotAoZMNuWK0Wxh8fJ6szYUWmvPylXvcBddzTdMM08T\n2xzf8dd1qysxkBrJGzGWbHp+2dLlLcbSRcMqN1EdhbU/cWg9qjFWasfJxSYLE4qvMsdANsCbhK6K\n/n1dQNTZvqfjU62Fe+0CcbW0TBEw1NJR8nV0Jn0W5pYOp0/10C/Db5olyygUKWXJB6myNammLboq\nnVjxg9szta4qtFwq3eWHpo2H6pUSBDJ6YUaMlJSF2ZswBPa8x65p1qpDV0/vP/YJRdvDuyrAav50\nWYT9RTqQaIy2C+1gw1ugyCHVY5lhFm32FoaFJKlDK7I0nHecAgMFX0rJtQCayVKAjhBa1lekFcNQ\nznyCsQoW3ijAUPa8718qq9LeMY+ZQngoeglXMBbRaYROblHZVP1TlVDIrLY4mC7r1aCGepRtlTYX\nxdvs5/7GzJELl1c517WZw5Tlbb8PBZ9GU0lolrs0+IquljuWpekQVBl5W7Ny9vZUUFVF7kiaJ42u\ntnYMQwDx7um1EwxpsFXaBnVPXKG4OlenItVChkcdrNlSR8evY+cr6Fc0s1U+ujdPH1mDlj0IcDzw\n+Xx6fhW3CG05UWxO3W2xT4t9Wmz2Vo3eFqRVCrjGRuuCprWqOT6Pd3iGrma4KcW06Y3xqAbr0xyw\nCllVJ6EiUulQ1PZnjavK+5kBRWK1avet9WiHsai26ZBnMsjLuWRnGCNCafNT+vdaoRxE68TV8Teo\nkxlgo+M0LuyV/BqMpTucgE/20N/WB1PRo4AtipE4dKmmDbqaQLMRzBc/7JtaAwVmnfBDzlYPVVwr\nQSQg5XPsUm4njwVmMbzZY9cO0JV799onFOnDMw7Wcq1cXRJgUVsiHGyPdRGyv9YO1m5EVGrhOrit\nwqx2b4XzGCZ+N32CZx2nAELoFXwlJRfQkyVWRWgFU0uHxo/lzAcYi/Jzqx1K09moPqUH/qVsHQLl\nswoCc4wkluKXo5cuYSw6jdCRcnjqTVLOK/JtlRKrSC+v2LEMZXPq/AioFfsoGRqGGkm0VfyHVjnd\n6LArflzXbcpyXZiigMz8/1xQI4Njg67uK5ZVdwjqjLxtQXDrTdB99+JKBaV50uhqa8ewBRDvn18A\naMGQBlvlI7YUl8ZYQ+MoDbwwwkayHb8+/AoadW2/7MA8fWQNKsVHAY5dZ9/W53N+/7IFWCWox9xW\nc1tg2OQKb9eaEFdHLpQCYoeoyv92OzxCV+6GaWbrKDyWZLIV/CLS5+SAVaCSRle0dYRpfkv+0+Cw\nRFgxRBtddmsKrkq0Dalf0BhLtemAAhnLsQSuxypZ0/r3tre6ay2k1zmOcriHOk7aK/lNE2NOeEt3\nOL3sSz2ubSf1wbTki6VcqFNNO0k+0cohwIwrJFIcFJj1AD9k7UkJogsljNl1sirPjjpku1F9D13Z\n52WcUGRFYmgTiSW3vTkXYGFkNNqMVnGjez26io+1g5WtBv+p4DYFs7Z7i2FcSNr2CZ52nMa4UfBF\nakwTApULWaqHunQ4lDMfYKwDh9J0PlKrwoF/KRsnsAqASO+pdJM+btmAN0fomEI4c4JWGUuJ+grI\nLRRFhnXdjmUkm2uqtMIptsx2au7bWwNdXuUcjQ5K/AjmccqyJv8BJYIhndAMFOO+BfcV95Xv3HUI\nFtZKXNd1QXDrTdA9WoVeQqt5+vUW2ZRtD0BoZqVTZxeSrKO4pBuuc3XSH9cV3bAxPpCt9DAOXx9+\nhS9PvvBkX1sdVnRfdivJx8gaVNTr5bsceCUkn8+nRcf+NFHTt5XmAMfwngOx96Y114j3iVxoaC2F\nqISa2e6Qbofoys2QvtQa7hT31iF66xwX6Sn0ouw3O2BtaCrqi4bqn/viJul/kbUbl/2MrUexwVjE\nsazqDcdA8AwDGY1NZI4Ipf8x69+N7ZdMQGktpBj4QUe93ZLfNCdhrnQ42fVN6EoLcvKytvy8Vx+s\noVuDOl26+pOD93sVkpu3giZvWep+nR9ioQlHJYg9nXv9pv1XP2Jn37//KMc5RFe7CUXWsXVcSCxh\nsEhpDdvKYFlL6LDnjA90x9ZjPliPtYOlj0hNvG1wW8nHJTOoCab2h76QRPrsS6V9R7XXdpzGTsFX\nsXOeLOFq9QfeVqQVwlDOvI+xhEIcOpTKpjRG+/6loNQeQ1KnMw5mFaD9qGXDGyN0SttBeVx7aKX/\nQMuwHrBjGbZ5ttzhFWa71jUur3JO2OMifhyNR1uBRYLvMut0Cc3MDbp67S3XdUbetiB4kG8D5UqF\njeZJEzb6/XsAojArwffqbGxQ1zde3gHQGEuwSzHV3BbdgIpgtG5du0B1r5c9d18BnQisZaeG5unY\nsQYt3+XUK8E+LfbdvVh2lSBquEAu0BxpZpqIQyQPDlGQVpL0MQm90dBaClHB8HiHM2HeRVcsyX9b\nkYqng8wQvVXHxbn34XurA1b/Cek/u0KxIcZKdcG2UGh661GyJCu7DY8FNmwMcWYgZN1OUVShhE7/\nbmW+7DEWEXCH9w856qWI8Z2SK7s5SW/9SgD8igtb6hkswlZWxQSRvcuW5l/JMil/+vpgGqD0/vPV\nB/NehcRNa4ym+NsBMCa6eb3ID4EoWe1c17k/hE3U9v5Lnw2PTdAVPdmaUOSmBK3SJOtSZYksoDBW\n0igPtIZDH6y6PWbT8GA7mGxUbuUS3KbycRPTu91bShTZFJI04UFIHe8HHady4J2CL28lhlm7vcGY\nhLSC240vaDAWcSSYCXbiKLV/QxQGDqX5jKTFU/ev+kQhkd2CpslaBHdq2YDLGOvY84nLUpj1Oqn9\nWb8i6039SqWpz+xYOtncljv0K3wyQz9gtqEska6scq6yx+mQ+hFBY6x6EcVXoktoZsbqG3S1sVwv\nrJW2xCxc0Z6gCkpdhI3mSRM2BbgcAIjCrIR1k28D6J64xtKz5X7cvFt0uzlfEIxQR1Bir+3r/Z7V\nV9B2nVt2amuefmANKi7w286+XZ/PKdTTQkyW4ZgsYyIx/6QoHWrMIVIOOOJAxsaO1moQlYl7O8S8\ng67cRKsQupIaPhapDDNDBhtRstQqPnzuzQ5Y2jK0+Yy9z955sSsUIjNbRFTsGbYYi2BEXEHMIvO1\niBLoKeeqOAAXE2DJCY1MRG5igEJIAtkQUwAvgWw4cNTrjt282y+5zi6ZDJ9usbTRnVphoS7je4wV\nx/XBLttbyiM8NrUWjX9Ola6izxR6fYEfAvPVRqXmHtjcSITTDtkp2PnpPr1/2R5bQlfzxPMN08TT\nxHZEXxmTTElqfdAMtYZ9ibBrKnxQg/VQO1g+H4qYEUMpnY+bboi827o3Ia7ylFxxVQidI9Eet6EP\nvFPwldcHbm9SPRSk5fw4vqCcjzaGE2ZKwp0YQLusXl08tf9aX4cBe4qpdQ7GceJydiwbHsRYJ55P\nzMQi548AFypLybASeKqOo6lUWPjqB+1YtGxuyx3KeCeuUT6Mme2nG0/TXo9Ft4kG5YQ9FrgWozR1\nDhMeCsZK9CcAQ0Q0SGgO3KGrznJdZ+R1BcHOm6D7Ll0JDCN09c1PLwW4HAAIAFLdsOvaJzQDnTKs\nOZ8bhDQsunVuT/K7pezYvb5llfRXKHadw+CazjwdbQm1swYN3g47+w68EhTAAizIUophcBaTWABE\neE/6BliZXOhpLY2oDO/ucJoS4mnRlUgm+ib2ED/Vxp0I1opTDLtZANajDljbjblEug2LifLJslqp\nLJIuFBJBrEeJDHNsMZbMunL0gUGgIBEyAm/zzOIzulqqSqEs3qIvw+CVnrWTU0qgmx2XXI0DDn3L\nhoKk2t21Z4U1PvHpr1Rm2O/jixEh8DRtKySi8ZcUmg5gCatnbuspP0R+OUF449NY8MPVGChRxUnF\n1j0tZvZjdCVGJ3aCPE122qGvbG2VLayt0hoWk9/xBchOVNe2rWD5uB0snaMmi6bNxy2yrbjZmyzL\nQl9IirF3JNrjNvRWFHy5awNAbZfQbm+CqQVp+ZGcuflq6GI42U4UDciy0qVxf/KzKK3/1/w6iGJE\nQdPWIrqxZcPjGOvM80m4q0jyVDcyrAytxo6jSAXEY7nlnh2LVxil5Q5h7d5j2dU1cL+qZhANSo+u\nZpABQsSyIkaapJUyorRBtOndSsSaS9LWgMwwoTmFMSt0pTsEdUZeoawWVW4bCqowEnHvxQanM7YP\nIGjyiIaD6Y3jCRypiIfYW/0YbLkf7Bfd9AGIAZjOyAAAIABJREFUYHzoWbDnF1Uv3wsDlTxDy04J\nkpN36iYAQ3xz69YadNjZd+SVID7fIt2mlNcrkIjdBAgl7CqFGSO5gMl3tFaPqPZ2OE1wU+oZzOiK\njaP1vtfEzt7KdHjVxn07rkFs+Sb5A8FYRw5Y261M6bnslxFQ/giF31UNkYgUxkqFQoWxZGpXGCtj\niKx/L6qGIjXZQVd+kZC7FMYiDsCFyH9Ezbl7SjUpWEquh8vAA+NNja5y3aMMv4fsYGUYxxW6ho9v\nKyQlPoijAVPCsTL/EJOJmIKZPc3xgB9qboc9hDfuXb20ndu8GdBsenTlZp5u7Ka0irCO7ZRotgF9\ntYFZoxJhvw0TKg7ePhAs77WDydZl0XSGUiZUCmezt1xU8n0hqXUkQgxjbmNWX60kAJbUmhjJ+q3b\nm7y90FoDOXP9arnSp2M4o2EzAZHYyppDPQzqF2Vg6v61vB4DYJkiiWOCcbCxt2yopPwDGGvs+VS1\n4WEsw4rxxHG0Dpe6gLgvtxzZsVSM0nOH89FjKSeB+Tq60hsHG++TASIWWpkdk42YVppTmY+Y2TmJ\ng8TTbYixgKzBmiKIhgnN7O0WXekOwZKRtzUdQKsxKi9qVyoo88+hkn3K3oB7AIJmDyYOplNnE7FG\nXeFeyyJD7ueg6CbHUPKbO7GXznU+8IvSBcphcI1ONtQLbgC/9eELz7d7jIbZGBPdbbHzutfZt+uV\nMGULPZLysYHN1sHWgog7EV6M8B7B9bRWh6h2dsjZTTRbEE9sZ+nDTzPufhP7tj54LTOEAM5lBINo\n2Lg8r7ctLJT+TtxGdR6OlLzVmQic0BEwhlmU3zmsKnKLsYx0BWWMRZnFaVJQy5iDpO71FNekOVHo\nitY7wpocgEuAVZSGtfiQmvPolBqTrp11bCcK6zHceYsVlka6uQuhiHPGVoJ7fPzTTYhYHR8E7zkS\nIsF0AIvhmCYRC+7yQ7QuFBbstLvupeVoJdlDXYS7eJcIzvXoKtG0k6ArFgZLCuJ79FXNKhg4uTfX\n6aES4a5gedgOln4HR4ZSUelXiq+V3psQV10hSQpGRZMOpOJgx23c5tqtkJP+yLn0cSEM3d7k7YXW\nGvjFyV1MmxhOIWkkvI8ckwXxnjdYNgbr/5VTVzOYHSGCJQZR190HaO8YY+1pBUQGy57ghzKsxDld\ncxxNu6w/X5NbDmRzI+7wdOEF+3BUSFzd+tlz0hBEMrIezvpihEBzupNpXauaighkaDYMNSDqGyZg\nL6F5iK6GGXmFsipHuxVU9a5U6COEeyX7013ulQMAAYADNWUsAISCunh1lF0xjRm7Oh0V3Z7u9QCm\ntRF75deNibt+Uc4DtUBZMBza0uc0jYXDOuSkrDSm9y97nX0HXgl5nU3S85sgkZFYwNpGmhqES+ik\nprUqwMr5TlIK2e7QOLYTO8duRpoJHK1BnrIr009XzOpaCFPbLCVxOGTULQLwNMT5NK+IwDQaNio+\nq4wDHKFgEJEBouTPbmFWdkUoGxWM1ZJYHcZKrwiuavhycAoayR02pWsqC05WpQFdab3DJ+/f5ADs\nQwVYzOz5ITXnSQxLZgQRwwPOyQ9togFt0BXV5vRsJXjGx1s8PcneUnzQxLhHlrEu3yYAUonYEjkD\n5zBPmNyWHxq3gXebPAJd7yr7Zk5B/ugLV+QI7wIwhu1U0ZUsYIxjM4EcjAPZ2tWxS1+lEuHR9nAW\n4Z5geS/1D31TWK4lgx2qH6Pgre3e0sDkm0JSWhFmTbqz47YyZ3HLI0tJ+stqSSx3Quv2Zk3yfMs6\nrb2WsTaGMyD6TGJ5jgQQLIEmGXTalMZ0NHm10f2r0FoRJO3EVszWJGpa02AXMdY2fQ/ZFi/cp10Z\nVowI/mHHUf0dH5VbKtnckDvEfDtaeN0YuNSMU7b7x+cYrFtWN68cLIC4TLVDPqyZvlrTtyisA6Ds\n1wmGq9qPIO58ewnN4ka4RVfDjLyuILgVVHVeoKL7PjAauD2/kg0nAMJSX8aCAKyEunhJt5PIL4bc\nz3HRjWRxKQewDpDNwZ7ttHJIBUqN4bApfepHSi733hrX2GhvL8POviOvBGszxhJflTpfpvMVc00H\nLCF0Pa1VzmNBVLIa3O4wFS8cS6uy6IWbB1BtZ9OPc2EwAqwRzmM1ZGt6TB3iggdRp4Xoe9kSiVXq\ndYKxiu6KtzAr5940g5nAJhJ7KlUozF+u0OT12/a4qtJXsWh5M7oqGlCFrpaFljtWj2WF9+wZgZOI\n1BP80fy4VXOOO5F1DMsG7oydkx/eypSv/MdJ2vZzDqMTmbwqgGwwViHP+PZU44Ne73xP55yeTaEf\nAUEtgo1sFgtODT9krPHrYEW9J8BKd76DMBfbYiHhVOR+e5fGNxnxACACIcKHvl8+faKDLRjLwThW\nDNYOfTUSuW9jc+JDGqxjwfLWRR0YNIXV8YU72ZZUA5u9BZ/tub0uJInzQmU7hsJnUTCoSBwu+YMh\nEDZub0aa/KPgraLQOojhRPQIdneFR6JnBLrTXiVy3PyrvB49kyWKMA7MbJiY2fYj6RHG2o8p1ALA\ngQwrePYe1r/FcTTdITjksdWMMKz67XOHmG+7C68Q0A/FR9vXP/vCbVpv3jo3T7flSZCogh0crAmL\n4RWIhLVXUwUaclTSFCY1x72E5vU+D9HVNiOvKwh2sAmtF6ghfvHTudHAvJ4AiGlTxpJbS1CXB0uB\nwDDZuOfqpPP4tkU3M/tyAEPPAgAHflFi9rglz9DBuLKuILx+4/3xGte9f2EedfYdeiXUgr6aL5MN\ndNSBE5FMFtNoWksYLGhEZYY7ZCsklktgy0zk7+0yWm1n048WYsbVxWXCFIxbk2NLN8QFD1rGWgi2\nCYYgMgeRCaTvlBGUoq8yb1VhVjpYRWUNy4XpDiwL0VIQVA/kPn3FEci64ZjVw36FXxDWiq6WFcuC\nJfDCvBK84UhSLodoj/a3rZpz0ImsY1gK3LF+aFvwNjP95HGf7snCu1R7zyyunftz/YoxeeYcG0NE\naCcSXiI9u8pcmFLRljl34mmCnUr1jcJ6sKI++L6FzHxU5I6Nt/5hv3xXqCnnoaivRjBrw2DtzjwP\nZRGeC5Y7F3Uk6mhoKNWbWgHgOGguK+1jrf9C0wCotkb47BzPtxLqzCRQD2SWxu3NJUVXrj8mWmtI\nn5LzLJznpRWeXCf5diOOBwpvpdvLgphNJDAzE5jBQ/AwwFgXYgoHMqwA+IjlUx1H8zHtjgLpr1IO\n344swC53KLV5rHI1yRKvDIDvaTQEcf3oXHofngQA3/T+M8kElc5KY0MBAeytDQaRABhBV62aapej\nIkj57CChOXh3v9+G6KrLyOsKgh1s0vxNuqybdryh0QDZeAwg+jKWbIK6Fg9EQyvZeOTqdPfHRTey\nIY16I88CjnTgFxVe5wHFhQ2My8B0/fB8vMaVmo5xYdDZd+yVkHKc0ugvZlEwTkhoLg3CMcA6hNDT\nWuWh0IhqtEM2grREoaLkX+UhOpt+tkJMSYI3dy8kFr8mQWozxK0LAQMtRMNdyeAALv7pAphYhK5p\nlb8Ds7J4c6dcmH/OGEsvzpjT3+WHxKNv6auYWqZiIOm1FB5rXbGuBV3xa8CdeTFxcciC7iQ99IOI\nqrJpOhAMMowJI5+CGsMifw9FUamQ8hYz/Tz9k2EYouKFZNk42MYPiADECONPiH+haYcSMWY8P+Ub\nNTlgc+4ZFN0Vu5mNJb8eragPwwOYDKW6uaWyCGk9usIydVWaobd+X6gJnqN7pFBTbsyGvsKpyP2x\nLMIrgmXtoo5BU1j9PDKIvWyLwqa5zIs3Wtz6hRa2A9gUB1XvBtsZlFeK1iFGmBzD7FeyjktPoijo\nhdYa0qdyMNafr/CUTGFTRNOLs4IJ6oIYZMAWxDCCrjZcudpRHqSOYgqP0knvE9v4CY6jyLegupEe\nl1umkQUYc4cSgxMjVq9HQ46GP0y1vUUBLDJxb5qBytLCh3fFlVj4j348XXirphpzVBlJHCc035f5\n5X7boqsuI69QVlIQ7GBT4W++/tkXZLdfev/hitEATeEEQAB9GYsZwSEEEBGtMBGW91ydABzAI+HM\nYKMcwNCzYGuDXlklE8fkmTr5BcYB8J89n7bRkQvkgnkf6l1M17wS7JRmuypzsZDElfSksCSccvRk\nY0trqcWVQlTjHRaYJUaIYc0n63z6GZo2bWlsMtwPcXTvC4W9D1Mk9iydxBEZYwnyK3E2oi4ewqw8\n4ubhK/9Tt2aUd2r6aueP6rPLDNaGvoo+NaeLBGVd9HiSguHzcy0Pe3rMd2bJo4IAsq6o8bG0wyph\n4uZLIcW5h830SRaZMnfkKLZiihRzXY/FAKK1Fdyt1p1IxPj2lBRm6fbLJKvLmnGOxyvqk/AAY6St\nfptiIo/tQ9761FUJQyDjLxRq2nau2saRurvONFiPAKyLgmXtor5rKCVPYAy9bCuEbXNZKgi2fqFF\nk65fbPoRrMtdzTNyrhCMBccawywwqxxAjInWovuWPm0aaA9WeEntbgEJveKDGGwggRRwZh3Tcbq0\nKFToagdjHcUUbgE+HmNQrziOqmNRePEBuWUZWYAtd1gH/RCwrFjGo2HXO5YMWjZZjTdvReyMnAZ/\nX6cKSmTO7k7XUE215agyiSJ1wGFCs1B9S3Af/TS0XC+mmnvuBgKbxF/g5bP3elj50hc+k085Nho4\nARDGNGUs+TtGWpJGnmyAjXuuTgCO7DSFM5tYDmDsWbC1QS+sEjAmzzCAcfHlsvOT7OC9VcLza14J\nlXMShU1efBeaKnX7p+G70lpag6UfjTqJqh0WMzyyICJRI5ij6UdbRHIkt6zOzSc0NoAyxG20ENqH\niWIEeQ5p8FMYi8BBQJVorKTSI7XzEcyiZMuex45NubBuu/TVFnJVGVYKH+zoK0RPfoX3WNduPJFg\neA2qpFFAjwnnBYF+jBY7IcPGJCOxoShK9CqcW+Ode5OZvj5hm3JTDnU9sBVsqnUXQBjPt2RnUFg6\nK3omx3Yiv5ysqA/DA/Ivtikm1sh4ct1bP7mWrBETkw9Y1wuFGm2Ur9u5uimPP1eR+2XBct32DKUE\n02hTq7KNPNkrWVX8F6zp2I6Gvipw2Drpjy2zO8WQ1FHRJ5glFBoBIcCFhJyY4Tz8hh3dXeFptXuS\nKRSv0QxKACBRZSj/V8hekwajvATJGKtZ1jXP7zCm0EVJwBhewksMauc4mv9o4n6z5W9R/1yTW6qR\nBUDiDre49hUggve8MC9mOxp2AEuglfyve/cq39dNq18n54J5eXq5325u/a0PX4hMiR/yLmw8r6O3\nWzUVBzvkqEob3V5Cs3xQiCZEWoLZmoKWjLw9d4MCm9YPz1tu8v0XP+uKZQOjgckcAAgJIG8I1xjJ\ne2EYYAxWT3bf1Yn34ZHmzCQsYehZsLFBL9gLEUPyTK64hnEAHquSy3d9fsqHcckrIQWAQFNQBslH\nIK9CBVrFoGmtTYkwI6o0cbY7zLMyYIFQCijj6UdZRJpg4r0J+DrYxlqIzodJiG15UJMHsMJYTAwi\nBFR9OhER2CTc0MAsQwQt0tqUC0s98Zi+2pG3cyTOeaBFZJPoq1B9WTfjiViJFlAVg13vc8dDv8VU\nrGCgoShK9CrK3FFuvAfM9NtzUqsNo3LTHnLq7RLur+cgDEjTa3JtdGxtorKurKiFqxuGBzQpJpat\n2yMR9rz1d5s5Tgo18aSdqxZtPm8GS22M8inAtrxa3rdnKFVB2Fa2FcLWkz1xVIVUNAaGNNvRV3Ot\na+CwmzMDbxE9G0sxIFiZTqgCLI/gCUCMQ3Z0b4Wn1O5KplAThLoY7P6c57K6AVEKPEp2yZbhxhhL\n/G/UCJtuvjRDXBW67juOahcWdXXE6S6NhfomgDzwj8ktu5GFmfC6xbVp0DdmaKwso6EYV6a7zkQ3\nr2Hpq6J+ndb7vCx9grLQRX4UfK6DAvUX3XJU2ghqL6FZPghA91lfnnyXkbfrbpCl4kNuEoSnL344\nNxo4BBB9GSsGmIVyvxvZ9cjVKfKJnaZwZs7mtc3Gs2Brg16wV4xj8gw9jONXc7FK3p49wtMNF70S\n5HRVSJS78ckWVQBx5BgKzFILrRZgaUQlh9HtECYNWTFDB7k6icpqQ7SC8OgnvYQ9LDAwBz5MMVLw\niVHvYlgBMpS6pw0xiOJaFlfMRp7yDLOMaFUFWlHyhujKhfkcNOOkpq9w5M5Q17RlEI5CYiGEhr7y\nR0btBVTd77e9O+eqqZgsHSl9q14URaYvpAikdlNmB/5/5t411rYlOw/6RlXNufY+p/vedtvdjTt+\ndDfYMY0lN24Sx3ZiWyYgQR5SYhKjICFhbIGSgBPkBtqWEpQQ/iA5QgqEAFEgVvyDyBIOEgYsfiSG\nxG7J2JFsQzpJ242jjt/uxzn37DVnVQ1+jHrPmq+192kobZ27975rrzUfNau+8Y1vfOOImX4K/o61\nI1xDTpGe2PF2biRT8lCEjLas8wO8O8HVxVxTOt9YWquP0LTLevkye1sVc6xK3dNUOZclfFoGK1/n\nOGPkp0V6Nb1/ryisssFIplbFMXU82YW4Sn6hor+LSqmWbyyyuVEcqtlcklJKAhqW/uocEiLEDGWA\nB9Hji3RsdbPvqt0bmYKbum2wJSeYGpkCoBTIQsJTDXKkNMgzKaYKY0UCU0USNTDGZ4Wu+8x2yYhy\nQ18tmSyprKYTcsvFykLzvGXHMKo1Y2VrtTGu9AUYLlPzyEkwKuX6pQpqCtYG/SdlTU21bBqYaDCs\nd2hOH/RZaz4zV59olLto++azl9IjT2Bx393gMvt567k2zx8kPbpqNGDMFoAAyjQWuTmQK0qRUmzM\nlquT5x07zcSZiUF/41lAtOUXZV2fPEMF43ja94JaHUR8d19U9q16JYRvVCKxlEA8REcoYmb44KUs\nOYhEY5dkNmpEVfyY3zDQROsFcYULeYh8zla6rFHTzpGampCwbcMKgqaoN7Usuz6nWDHBLAVmBKtK\nipahbbpQrkhh8YBb3RkSGE08Vt1WyFrMW0bt6XxFslmOhFNlC99xwBL0nHgsbTidU8z2VomUKBdO\nBpgHzPTTvMrfnGpH2KprhPXoejs3OSJRyERUlNVmwDmurgJYgzwCB2natUneFHOsSN0flSV8Wgbr\nsGBZnoOuodSkquKFZGpVjKRnzznBHPsGUhFAUEp1+cYqmxud7/UAUGjDLDCr6J/IzGq+JrgN59Y2\n+47avdMuyq+1wQ45Qeb8PQp5uwrVocwmwizNpAPGYg9ylNffG4WuTz9EZSkn0pNbin3/1soidewb\nPnizBzp7p6yGl2FOZycuDMtjlGD00y/fRsSlCkraJOPhfvknXTWVpCMbjqqkwZb+CzLCB6FtyTxq\nrxVr5Yn4/u7h7v5BLDe77gak/TbAAqDvJrqbtowGNgAEqZSXIeZQrU2KSLHW265O8H7bTjNzZtr0\nPAsWNujpipMK3MOSPJOPTizX9Tx/0wAIUZZseiUgXCuTuYSkjwGDs7E4sWNlimIXNLFWiahQ9MvK\nb8ghVbdfEDfPPN/aLafEWNLXYbqW6brqEtVtWGNNj9j4RbwI6bWcYJZgLEQqC910IUgljCUfhZAf\nRBPydWBW351B7Eb7bYX8ZPw0+NksbcHTyYpksxyN2YcarBr3HLBUMmUw4HwBg+K2SKQkuXDRv0W+\nAsaKLk0xU0wK3vWCXqQLuJFu6iInch3r5haENRIxLR39dBALsj/N1UXbT6gB4DpLWNO07GEtTUeb\nEq5K3R+dJXzKKsITgmWgayiF0eNVa9CUNOzlWJRx6nxrhVREzNOt8Y3L7HUwWHdgF2BWAX3ITaHx\njrId09s1tftauyg/r7TBpkaD1eQIpMczkye4ALOUJ/KsQk/TTDvvCl3nWc2Glomk1zXi+ihrq6Q4\nlZcnjYIqZXVlITtt++Dlz1nZO9OaKNL17iHKK3/jxdsbFRQexi7G6qqptPKKuOGoShps6b8gI3wQ\nsFRfPTPzqK3RTui38fmrNXcDfjgmrJk1Q7Y5Zo1o9h16TUIPbMZKmpoAhNI5FPY+TjYNp+HsjqtT\niA7X7TRLzqwRe8k+vvbOwCp5hgiwrjOsRxWsteNgWoeHS1vEV3olBJXJILaEGVIE6XHiD4olO9Ja\nyJRMOOUaUcVnPEAuCGJYVxR1CuJ40k23nFMMViWEAPoYq23DqoiJvU/sdRZfZpil5YYFmAWspAt9\nwljpiML/iZFwCokjZu3RVx15u99oK+SmQYjqtJ7kOTPMl6IVJiJH3jFwH9YdsJL7gDYUL6BgiDKR\nAiDvrUINaAM1sDZMYe7FVsSRx+oA4HOjRU4rxqfdjQ9pAlMsJIQGeD+i7nJ1gq70AG+RyjuUhTbk\nHczAotueWx7Bz2a7mKOSup/OEkZ/ojhH0yV/0hThAcEytP2VT7v3vEOJodT//cn57/6D69e+Bx94\nDgD8slr8/t4v8U//I/7wl9EHnrfbYVPGmaAVtAlB8BG+cZm91iOHKr86eSepPeWWJwVeUbtvtosi\nN622wRYqPOU25GnLtamalSZlwAKzoqU7OF5/WhO65jipx/QczZLcMuQ6SJaw4K5IgTVUXA01r60s\nFEQqPR+8iLHkk/wrvSUvA9Cj9NN4x/MXRKyV14pH7Z+b3CC5i7G6aiohqxqOqqTBlv4LMtKP3aaB\n95frZZzMMAfi6v66dDdgq9YC1XLYF/cCzmBn8pOCYzjCBLm2Ueon3jw83HXMlmRi+zlGUzIt9Y6r\n076dZubMWrGXBB5r74zCEl22zFoaiFcPWbN8HfzcoTBl9HvFLNM6ZkQosG+9ElhpVkP8XiIGVaAi\nIV1C6iogLQT1RnXYQIOoYmKMAEVso7mATTVxq4qipiDuYeyyMlsMlllI3Y+2YZ2DGCsy8bFSJ1e9\nMTSBAY3sR9qmC7sYa5EfRE0nnHVnkEa3h9oKlWW5jeRAVJ59A3ej1xywUnZPPD4o6VWWEbjIhXPj\nYcNkIFbj8fcgTZHgZN5gsI4NlZvV5Ft8S59EFXpl7kXUq1ydNIMCh/pZreENiU+VcWTnLo+wbTq6\n2rlkJ0u4avqYUtgCsGjt6p9LEe4Jln/2k+6Pfv9v/p2ffXjxI++7GPfX/tbn/tR/99bv/7D6yA+6\n7/9D/Ad+axV5/7WftH/6R+zv+2r9kb9u//y387d9bQ31GpOM8ZKglZCKAA7xjcvstewWhfycweSm\n7kmtqd13xkYb7CzejAALELs2yiXZGsolmBUs3UUiJiFyRrrCKS4OgPHILElWDCDmbojq/4vIoHoW\nIQVpsBJql0gxIrTyLG3v2QGaeiuLh51zCrWHsUIXo+tWga4EmsmFoTsuw+yZRm2fmfkNY3AXWvit\nYayumkrIqo5HqPz5IgMo1lbSmzm9uNs0UPgVPc5qsPpuUpe5cjdg8GbvDllNps89S3WU2otfSIGx\niEhNrBS0zpb92rAygdNSJpk5FbGpCkUhG65OwCE7zcSZoRJ7BYC14hdF9gpy8B7zlP32RNcFiIvH\nUrO87HZcDim2JbOa1klK9sorQenEJbDSINPyT4Ds/QjXMLIsMetaHkOJqDLY8o5Y+r1KkCa9it22\nomhZELdkZTaatdG96Xb/bZ/HKGMIHSwEQWvA5tlCJAYTPsMsxQwNZlIM0r10YYWxBH+FS7mVH8xI\n65w7g/Vw+4vk5dkrRDilij7r+fnaMHDXunbACk7uITYOAo82kRIehCKqAQWMFWCW7GUBXUlnWAcU\nNVWPR1qN7OeGPonKbEfU8Uz7XB2gmTyJBagy0J69I+caJRaGGfO+6ehNWcJYhllBK1STEMxcpwiJ\n2kJ7d6pVzqZg+Yf/1ovv/k8/9W//wXf+nZ994PHi4D/6Vz71A//eG9/yFf5b/5nr9/zA9G1/Jk9Q\n5/F9/9P8V79Df8tXqn/+q/GRH3L/yu+qybalScYwBvwkfqHAUb6xyV6HLss6VE2D4eb2pCTiuW2I\n+mqtDbYoRfL2EyvvJAsjT6NOz6RjPRB7VsHSHaQfTwg/bqRIkcDEkAmrChJLMTNIE5ghdqng5Dfh\nqbOyeNusCe2aLnlna2HnrrxMDK4k0DTGdQVYMoxx0zTcWxPq+B7utzFWV0313PA0KBSZPkRS6s3Y\nUrDhqCAtmR/GZCjab8l8fx0uk7lM+jLTYOluootP7gb8civbmww4xJg+tVlEsDiYFByUA61b9stu\nJwscGOwC0UUKXkPZHVcn4IidZmaDwnKUcVi5wOV39pama+VmnPz2xGYPCD+u1EDsc7cpf7FM6yiT\nlSVKAUHQGY2pxMsxZglRACzKxFXe9iIrnj44fLp8H+VWBbqa4S258G+I1rzfUhQtCuLK0y/b5y05\nvH2MJXFU6mABSoJ3Jkch16niNuEjzNLhgoj1DHEvXVhhLGEI4v/B0fzgWXeGdaZTLtR4d1WDbWxf\nZKYGp73LTHeTunO4UM/AXYiZSGKFCF8mj+okUuRUE8CKVzL+iUZiCoTpIIK3nMRn3ibWE9uZ8tc9\nlMFWRL3H1ZEieHCqRuwpsaw7Yjp6Jkt4yvQxjCd1ct8ULH/z13/h//nfv+PFC/un/+tf4eHuZ/7B\nZ3/9s/53fugZ3Py7P8Sf+P7rz7+kD7w7fNzP/T/86y/5m77GkMK/8M+pT/yX9hOfNh/44uJoV0wy\nEFN+chcP8o1V9loZSG6VGPAklCBH2SDoSM1F71J6Eq8RUmC/1QZ7AbASfUpas7LwBsoFmMWe9RBo\nNjArhD/MgW+5rKc7hUeXEdWzij15y6TgCaSIFUvREC1JLCJSLOkAZihdGT2DmpWFvE/LdHMGYU1X\n0cb9FS8LdBENrsSpwYyzfL92l5Ty9PK+8rtawVgXO2BFTfWlz+ml7Wu8PvVqQC8DmD7ozSzY6rdk\nNs8ehLtSl5lGT3egQUGaTe3d1tKYXtospqEBVteDlv2h64u3IAtSpDR7i7BErro6BdJrCbzWDMqr\nB0HewJfvHB4iZzvNYsUhT2z2kHWcazVChUEGAAAgAElEQVQQ57jbIgsfsJQexCshEuGhWj6KOzXl\nei6ZexK8+QAs8jINcP2k5QeZJavVQVcuRWsW8i8zxKhlRVHUFMSVpy8Bfb85sVKd6t1lG1bpYBEH\nG4mcMu8StokEsxSz5+BHStxLFwItxvJR/N6MlfxgogxvcmfoMp2SSh7f/laCU9lckJiUx+DUaGn0\nuBDdaYwjhmgQWhm4F4hc5FPKCLfXJFLyg5CYY4pms0hISwNaip9i0XoS8sfyUg5TRQDNhs11f5za\n+PqDAsbqRtS7XB3ArCHWJK0Sy+6ajp7LEt5i+oi0apUbV0oU5mnrzmiwWOkNwfIbX2DA/nPTKwDQ\nwy99ht/5htZ3F57w7E08u7z45YfhA/fheH7plX3n22b9/A7As3s8u1x/+ZX5wH2xI6yYZAT8pDSA\nw9rAoc1ec2Rc2IG4Rid1apnXay5UNDiRSmaVCgAlnFtpg00dkXusAZzhjKj5AszSIbhhXUi/ZSnJ\nacecjjnVEfPYLWfyDm4OZVxkQYrFqZVDI6CWxAohaWCFuWqmQdBEvlpZQIEX6mOsJLO7XpsC3bQc\nknZ6nMVrVEk/wfWwgXte7UuM9aZTVxv8FJZqqka3/tyErF/TqrnkqOT3l7rksIuugvH6ZaLR0cg0\nalxGGI1XD0cMOOQWpzaL6Yk6bdlPBD2wVwTLUCBNym27OjFzF3iVUURlUB5YzWK19XG/sVP1BM1T\n5Y5YeLik5EUug1hP+qxlx3aMi4iCsiTQWqmGK3AJFH5ThjoKJBtbuFBZS9Sdm5wKYrroasqMeDKK\nDEDWbyiKGnTVFL6FUtMitwWtO9W73R6FzSBbshGUmrRIWgAcPRm4ly5cYqyQjuHsO3omP3irO8Ma\n02ne9oq0w+BqgMUwTIOU6GqMI8aBxwsGcfzv0VdKBUGwTJ4mkVI+CCXKR0qzBqPRgK6qE/dAFJyx\nDejKz2QT6xm4z+4J9ibk3saXn5Fw0O0bkOlG1Ee4OrBLp9wosbZNR09kCR9r+hjnRnnKvct4Kt9U\nCZY/+YsvfvCv/0OZzf/q7/vif/JL7sDeGw+AtfZkQOBhlNBHKfhxxH2QYfnhCgIiolLqM86MfFfo\ni7ui9WwaKzrcU9rAnL0GUU5at6OeNxtav66lOykB3attsAWpcJ7oXNQAshnI2wyzCvyUUmaBIdtY\nQdxOIdWh4T3ZOWnqo+RLgRzBMikiHQ6v8WELfs2KGSBNweg5mjiwYlWmaD07go5plQZjpbLeeaoK\ndL1TcB6TlrTwYFO3HDJuuzmru65AzIf7aVCJl/rMbEbt3wAav/U3BytSqvR3AqQApPQfehlAAEa5\nZ41p1kpL5mC8fpGdT2MwIYe1YsBRYiw5gGQni8dY9qsh3HR2BMfQO65OJdxfAizkLGFYOkmh1STN\n7GfRzbRP0HQNuqtixW88jbFeA5HgxVp2bMu4KPZ940CBZylnsdupqB9KwiHhrpQUHxVWw9U6zN5F\ndGULVXsPXdlJjK+CQUPjfcXYVhR1T1/Yl5TbYq2T6rFvTEM94wZZzZJWL9riiOiCQjoPRNxJF0rO\nIGGs8B+hr7icXPGz0s8lcdXND/rb3Bm6TCddZrpzZBIGAhSgiYyCMRgHDIbHC8aRhxF6kIbHsvW0\n9FXKLJeJlI4yr63HzLorEYqwLf0pxBJIFHvwCV3lREp2GXV7SMs9ReE5KUYnoj7C1REAcrUSS7SP\n/ZL541nCJzJ9zMOUryidRWScE7krXQqWSQ9mHIIKahh5GMHMxgJgM77r3c8+/TnPZgTR5PWLV/zu\n9zzju7CBvfs9+tMvP+0v90S4zvziFb/n3c94vFQFoqsmGSFFeIs2MEaczBbkCw3EAYuvXUt3Z8n7\nnF7ptsFWRESlsSqpZBFkyLkIs1xMxORXBoylxxhe+B01Rr2CHKoiZIa1mKaIGkUfJuW1Gt6S0kFU\nJU4hLALA2oeNFGLvbBCRIrBjEBSBfeK9QExsZS51MFaSxdiZvA8Fut6DmTAxnIJjdYVxatap3zMp\nH77vnpxTpDori2d6yw6jNU1RoQit0nhzsF90mUbt32y9Qy2AlP5DLwOotRuMXdq+d1syZ+P1cQiq\nDuauhTEiR1W2skZ0o3ikZT8AVgORAmumtD6uujpFOnkBvCg/ZZG7otD0A1Fn4GdyUxVzLxvJi/Sq\nGKWnMaJ1zpLhS/o8gRf97NiGcVGpr5KkD6mAqIKuQNBVyhICIdiI1DIXNd7IlwtsgUjlIspoBGP1\n0BXNV7iZ5hl2DjFbynlZYqfY9TMSpfSqPf1BYRhibssE8LTSrqoVR8rtdTYpNChYfjiBWSSSVs3s\nAOXbdGFSZxIFsoq9kFgFW5ASL3n/SkqsAmYVeqw2P+jI2ePuDH2m03i6MF1UTOkK6ymVdzq28hx4\nGGFGHi6x4XESq6SYX+fUc0qkoMf4FrWly/mWmNE4edKJO/JikDaXHHCHBl5L/Hkf4hnBYaerCMvn\n0ywi6iNcHbH3FHbhQ/jkadI1N40dDdZZkXspWP7SL/+Cj3z3hxJ2DuoNfQXAZvzgb33Hs3v1sY+7\n3/5Vdz/2U59577vM+9//Biv8wj+e3/fFwwe/6u75/S997Ofx2z94/2M/8/K97zLvf//bWesgrgK2\nROviyk90kzZQkxL4L59yqCfxvqW7d7BzSBiThrIA+m2wtQJQAqz0oJI8qAKzzIDBL8K3eJyZafC7\naozuCtJRonjw5El1KvkpKAkcpFZW6R0fNqWAEmMBIIJjUNBshW3YZ/F7g7Fi3hmkSExKBnEa46hY\nmaActFdmhrVsVSAaFLOnVYC1ELQyK+v0WlHhUmhllHvXne12v7ksfBzKDKA2bhznZePCtZbMlfH6\nMMK5tQwpCowlAiypo3ya6I00Q4E8UWQci9u3cHXiLvBa2mlmg3IA3pKfOrvChvQqHd3zYvnSiq9u\nyfBV+rwIL1Yrv3rGRZnERTgFCpWDqkJXZRUhFRs/QNREtszsCodMF1bRXXRlJ5onzGJ8NcO60Amj\nznltKIpWT1/wgRkkNbe63C0xVkRBFJdreBdgVtTpEgDFbbqwwljRrYbDtYutSCgj1Mz/FbA1w6zI\nnh5g97fdGbp1AGwVWc/k6d7gcgHyuh38g6SVpx4Cuoo17IKuOAlUcn5ZJk9Rb9sEJFnSlz3xZbIl\nB5BQmhrO11GYRY68DRxwga4yDbzZXrD7xN2QIgQiqVlE1Ie4Om+r3eT1sQlPMRLAWsRPAM4yWEGp\n7cO2KSU2HNLJQbCsBgCsh2FUH/233vddf+bn/8jv+aL/9n/4le/7zt9Cl/v/9cc/+3u/++//6F/8\nym/62rd/9Dve+53/yT/+1/7lL/wrf+PXvu87fwtd7gL3I2NHtD4IwLpVG8gF/99kwVqLrx1Ld4Hz\n8ywhWMgWqyguWbbBHjw4lWyXVLOFMbAuwCzviT0P9e3JyQsUoo4wBbfVGMsVJMVnbDU/jPuV/LF8\n7JgPW2juE8yapVhSduj4pMG7qsAwYaxY1iuq+Ch8ZrkaGbDRTNpiYFw9W6WeWWnSQ+t1yvxQBW3e\nKzebyzitFRWmV5Z+6190/3LZvxnAs9qJtMkADpepami425L5Uhmvg+ZuhjSNhCSub91fK0/ERw89\nFLhq09VpFXhFJRMtHM+93d4VutIrRJ88aIUxmr8wk/MNw9fq84q6+vXKr45xUeaxEpuV04L5pCgB\nrPR8UrpE6ekoumnlCrhAX4FzfrCPrqaJpitmi0lCC4Y7t8eowdFl7p/+MFbGNBuC9xSGFS45IA3j\noSzE7IajThfcpgtTi+igH3CySgiJhSKGrI+d6+8LBuvMfrxrc9+pA7j4vOYz4/6OVfQdlFaeYtIr\njcBjsoVFnaIGxBRKEVooIgOk1HyCq5kZJCq2pyy9kGlTzqKSx4qC916SPcOmjfaCiz1rYfpdNyLM\nQQhxfkYQqSldHOQBrq64xVTe2adlE1rUU1DUQDyR8v+uDrPgV6tpeg5geRvqFDjWLCxka+/4gmff\n+yc+qC8jw/6xf+MDH/rgGz/9c5/5b/7cV33D17yNGV/34eEvfJ//2q95J4/6j//rX/ahr37HT/1f\nL/7yn/3Kr/9n3/AJTqVz2xatk7pVG6hBbr8n8QFLdwDwHtcrOQerRZhPqasdEVJmMEYMdOdgKbMs\nUSyJwWOYA8zyTN5XnuZAhQJVyvz2liHGrr+LGWYAfjbzi/vGLWmnkv+YD1u8fcIyIrQpJAWKqmp2\nbZoAi7JeoJD11Mu6mqAIVtM8s897AN0XHH4zrAe8igSIt1pHMrkpKkxirKWmSvzW759lCCPJPgBN\nL51lBjDo6wuAtdOSObW1GQYClhnSEmOJyurhc89fw+IizT0CPbDl6rQGvIAanQDs4eeDu8JSegUU\nPnnjALFGnKaG4Vvq85q6+s3Kr9a4iDMuDCdCpAAd9z+iLNtCpO0YYFChzfCpgeKiwYsXBsLCu+Tw\n0kdX04xpwuR4Yp4JVrGn03uMBo2qPf3lcrddVFjeX4ktRZ5sojJMzlq5Nl1YYiwmBhEciJgpJgqp\nJrFKmqeLvW7Zj5dUXxl8lnUA1ScJXFMq1GBpHRzMtYmZQUFXoS94MAkK1iSBwYqklC4Ou1ruKzQf\nwRaHPXdRPJjnkid2JKbkK0n2DinVNMnhjry9sqWsGxEmgJUwFsdEOYhAJkTU+1wd4OdwKxu5whOx\nCQfrWtLhFew7iqc7j0qDtZyUpwBW4yzcbbT3xjP63j/xQQDsFEh9w9e/5xu/7l1g79kDeD7iO/7I\nc0SPjm/4HXff8DveHX7MibkS/26K1m/RBqpDPYm7lu7eNz0EePKECVbBOCgFRWQMUhqICN6HFhYz\ng0HG+7cGJM0QUJb7YmYMnsY5YNYCT7RaKNXy/8fH5XK1Vr968Xy4TGaaG7ek45X8OS7J0Arl2idC\nihCaSRW3tBsLMKsMYQuMlcp6MbEeUD9pKXfJSpFS4IdlkyXcXfoYa5oJM+DJW7JaX2YJZMuiwkaM\nlTxCS03V/eX6tmdvqULLJe5TTTfoZQYQABcAK/cWXGvJHNFVbMBcZUhLjCWySDe9vkaT5pCr0xrw\ninCDmLvh2ZFdoTqc56rxyRO6omT4uvq8Tl39buVXKXyple8pnEvQKn4TrknCVUSczFc3G7y4iK4S\nmddHV7EljvKTkfVENpjTe4xWUTw0sHSX22xX1UgjYOPjl2JL5wLM4sAskndtulAjYqzYK1oRg6KO\n08v96gCpkiMoFEgU1yJK4r9b92MsjP5DHcAUeYqOHE3KS0ma3haZweRGGxXAucWNLiZVQXAWiDVc\n1oyxEHKC7Ni7SroXigdjf6q4OJP3a0n2Pim13iSnGmFnHKB1TIvH6xySG45YB48SeCJpnrPP1THb\nfCnkf+T1/1FswumG3GjizOUI/zewKV36Cmc1WMFjI2KstUZ7ERWxWnqLrR9u+kOKh7QrWgd2+Ma+\nFjW+steTuO9T7x1sv5yQZ5/MeILtYZqjkquuW1j46+BnkyrdUmCNeQ4wy3n4fleTUgt14q7V47Mv\n3obYDtmYsXRLOl3Jv6ToF7c1eGIFKotE+ctMcn86UgxBV25mxcTMevG2AjfF86JbRey99Faq/sr7\nuEbNNHrlZnZaO5U4p6UY602nBFcZ5RpN1eVyHe8iiUUQsJXZqfjLJgNIg4VX6b6Lg0s2au+2ZB4G\nNheYoc2QRoxF3rN1uA7ynq+vgobI7Ls6dYFXSCzGCHstPDuwK1RDsFH0ySPnSoav0ud5gieo9br6\no5VfIdgl6iEtqHovDM9uXHorcgV8oMGLODLYCW7uoqvlerJBX+3sMaF378jabLerqooKHx6yllRi\nS2cEZnF+rvwiXSgYK0IrTSgd9Uj6EmY6PJJYGa0eUrhn5vv0fpyovlCbNjANipmP9hFKH1X3wwYn\nLJVGQuQFxopXKP8bpKyFYi/7ti+LB62UnfWtHLvoqiCl5KD6O13XrYNKW38HlaKmqBuR+6gOcHXs\n0mKTr2HQHKN+1spLiF3HRzsPZhrU1b5uH6z4f4o/PGfTkBzM/LzeaK8u1tWGEZuObY8CToVj2xWt\nJx4yvQNQ8I2tNjBQVgEI9noSL33qZXY25YR1B+JsxpOQlgwJshctLISaThttiJZm0+kct6GFkjM9\nP+fkJWKYVLol3VjJvzrkfyqEpCEzKD5yPonfFxhLynrFfIQZTO0CSeQ93JK2AgDMSGsf7sCXOwyR\n1LGWmOE8jU7UGMpNiJr0pRhLFOuCqy7adl0VQhftdYDVZABptBnfCJLUDMPJqB1GY1ygq2EMXWVk\n4kpughnOw34e9QdERMOmq1Oz4UkpuItdJnMRYj88k7KvzV0BpfRKmuQkF2JlM8PX6PNkO1GbdfUH\nK7+SHitRC2EDiHIZyOfLw0FL8LpEWtsNXshZmmfMcxddNesJEW/TV2qwalyvnVRKuNI82UqM1el2\nb+HiciexpbEpvRj+0Lk6XdjCDvKKVeGox7EYuVBiRYSK8mKeUrhnM4sD+3EnICE62keofrDqfti6\nBR+BpYvVHu1Ghog8PMC19KrwbZdEYVM8KFWTJY23nfKT50ga0K3sdFvmRMqQr2VhmcxOX7GIqc/V\nlRX9Ja6KF4TSN4FtOuj4+Pn0weoMtwd7ylE5mK002quKdYUWVgP0uPvmJZzKH7gjWlfAKt/YaAMz\np+UddXoSZxIrygUcyMWs5ao0AYXDYWl7CAS81W1hYadBMlNS3ORns+wct6qFEttPM56ac8syfhRu\nSa9v/oXOORlmhfdZYKxolCVuhErQVd6mEPKMc3XWdZgVbkEZaQ0DX+5CvtUNNDg4R6OH94pXxVjJ\nsCrhqq6mSo+zHJdYP3ANsLoZwHANEfGMBmkKQFz8rkK9d4GuzBgsXsFny2eeWH8gxgprrk7MzD60\nCwyrf0evSd6vhmeSH5TtsLsrAJ2kxjCyGQkUGL5tfd5gturqD1R+FXFaIeaN8DSJ3InAic+L1yd9\nt0xvrTd4sSFbKkqDBboq1xOl/NEUybBSO6n0EmOB+0WFADKtKLGlVTAu/6H3TbowPMdbsCORWFmJ\n1aWHKkCfvucTCvfFe24OY/Yl/xVsiGrg0A/bNYkzwR/ZOzBhiHSZqtkSy64b6VXybe+WibhpzdEq\nCNubTnRmlAzvmua4b07kE7WWErLMEoFXeTMmakvuOCfKXfu8yLNc5eyUVPpHX+6O0aifjZlmY8bP\npw8Wb7zOn00Rlg5mvUZ7uVi3poWl+q8AT8tRwKkMZvdE6+nMGr4x3pUcWZLKb1j1JK5JLGUIHr5T\nTriUJmD0PPlkxlPaHiLhLYOua7AtWpoc1EKRm2GrovEjc65p2IdYxo/olvRa51+8BZxgVny2EsYq\njbIAJD1WRlfEHt5izZ+sBrutWYv3MCMbHyQ+3oNBvCrGKg2rEq6SSHfpqgDFkuwDkNJ/QJ0BVJ7u\nXMgAahU22rB0RCZGq1jGNUi9N+vUwGAg6YR9U/nM0+oPiMR/buHqxI7ZASGYrj0zFwnB2FavDc+A\nMj+4tENspVdJaatNKDhN+jwiuIdO+lgIwo26+r3Krw7MKkK7dE3ibhG+udXAqe5PPPXRVVpPRAtY\nji36yuh+7WSh7xSQtMpnLGPLwSfMAeY2XYhN2CG77KoSC9vrzGuvONMa2JT8lxjrYOIsP0cccywV\nSKt1e6kipJFeJdbDrpaJdJ1FxcSr7ERnRiKbNccrwLoyJ4rPb0p5U1XjwjH2RjxNXWU8Edi4SMul\nVFh8slIEGHhWwqbR6MYMeU2jYbDamerPHFLXq6ZttJeKdRtaWOaf1ACqHq9WwKk0yQ6I1hHeuvqu\n1Abm9wy5fCjI5tmSWBpKMtyqr8RqniKrYR1pi9gNrbI9RE5qrLWwwHEtlHM0T63aHbQx59Ya9knV\nzOetijW9IMIsTyLJRsVjAUSwDC3ek1nzzp7IFenjVUIRo+eXdXWn6Hi0YcMwA7xnX1RF9MRYSvnG\nsCpglMF2XRXIxP6AQAVMBaVIBlCxf2lIW7ZMA2G8yDUMjFGw0tEiGmUzQPb40MBgYNKEuYgObymf\n2ckN0bqvZv5e1kQiSkJGydQELUjWhSR0tabXzNtAHZ4Bkb9Z74NWS69ghlD+phJsLYwDyimYa9F1\nFF116+r3Kr9K+iomMgp3hhxLFOiqKAc5n95q+xP30JWsJ5dhBtD4KzaS7Q59pXVZO8lJAsu+w2cs\n1BHhYWr44wd00oVrsMM7aLWtxKpvZo70gM9fxRmGy05Zpdz+c4kz1MCxLJSpX8lV2emKb/uWQ++q\ns6jWrGMnOkB2ui1gfcprVH5f4saMrlwU7EdaLirMSBLEgWIPBbwxtDZQc1q+QCSI+qCu7ik2uIQa\nOUCbWnRVXYWTIveeV03TaC8V63KVFizkjWCPoCStD72AUykrUazyq6L1clsr/i3+lqp9YkliaZDv\nlxPqqkYyP0XSgdhaWA3P8D4hrXAuEW/5l0Yeu+Xtx0Et1GyJrh21O5jsRAk0pBaY6w373DQ8vHxW\nXvPXXcVa/J4BpGauBcZKCEWHFwUei4lcQtU7hOKk8OqhvPiB/IthFpsLBh+kMStiLJG16sFmw6pC\nq953Vbj4fNJcz0QKGUB2qNYmxA5RRGJBEjCW0jBG+gqzMWziTl/a7lVPy/6yciI3tOqrKYyi46qr\nScjjt0XjLbrq6zVDOqMbnnlPLqqy1vqgldIrMwa9lFzQdX1e34tcqaobBENWT2KOnIovvlfFZt+E\n5vlzOG6iLbrKSZCawTqT3mqUBst2ziiy/6uS7Q59VdROagMwebfB3CfCGANoVOVaFzDHIl3Yhx0+\n9t1aU2Itp/3igqfvXnfFmbil7FtXnEycNScSiq9TvqzlOwsea823/UDxYMcvVGodsAKsG3OiR41C\nT+ZL2tstJZuJMwapaAZ+7sMetcHFA5bwElx0hIvQf0eDdS4VveZVUzbaW9LC6bNKjCUrqhqYTB9O\nAfXvN0TrcTTaQPlVnS5k9kQUSSzFzEEEtKLEYnDzkMpiQdqws9CWjAUzxAcr8YERbwVOZUVWiV0t\n1Ax+WFW7k3dtFfc8hWPQhAtCGT+DnRZKvNvTtBPjPl0Va7wzmTmqMBYlo6xwmUninVIzt0coghnW\n7rR0IMV6xMDEvi/GUkzak3Fy/UuAFfyTjOu7KhhVAKx8kikDSLNtjdOcCwL8YPOWk55xqzOsQ8cC\n8hUtenDckhuiwlcTDHbEVJcglBgLcdFZ14Vs6DVFvt2EZzJkMQH6DUB9vKFF2M162NXnnSv+CsvU\nqUo3ge6Ju4oMVoWuIgyt15Qb0ltddJUXE+n2vdbZWqsV+spEhsBtMfeRMAZCHU9Y66ZFbfUG7PAO\nzu4LwDNVcHJfPT/2GV8zLFHm0yTOemA90ZxxUp3xbbfzjX6hB8yJHjfiibToatVi8/EfeXiDk3gy\nXGFGgnorHeHA2BW5nwKlW141qdFeQwvXY7l4kQKjrAossxLhY6NoHcXvA8bvSKzi3xSEFjU/htdL\ndmpVicWVhixfBRU6ENuZtGHZG2xEWjKcKzmVtf5oG1ooPxnS47ba/ZADodXd7OROWfKNWaSNRTCg\n2/hDwFgZksRMYaGpP1B5Kn9KtGwW2RnDCPZdMZaimbQX7tDPhp3iCLBKrXpyVYAnGj3dxV6BqwCL\n4DzmjJAqas0YNhrDGJJQiT9QAWNBm52erK9jsIOfVxy3E8ZKVu2B0l/XhazoNZ0jdm14JkMEWBIn\nrDf0AHLYzXogN2/r8x5TYH+YX5HvPeckCC/RFWfTdv/I9FbzLCdodblcy96LW+4MEq3V1l9bzL1c\nrhRMCqEYxRJtbXUXdjgLNZ8QgAcU+9oBFo6kU5Vaw1iPTZwVryy8hzIgqxfGxGOtO/TaW/xCWUHk\njADI+0Odoc+NGHV0RQWbFps3D+9CWLJaJu89nD3dEY6ABTpohzvXKidWvvRIyNBor6SFdxcvAKk1\nFXGVmMg7tyz1UaWR8RaBFLMYAQhaUlFrlS2VG3kERbNgBokmtqfEinGDDlen04HY+wCzvIP3GWnJ\nqx5eofTt6fVHs/NgjLtYLcZU5VSwbwU51obzJzm94ZGTHAilxGyNEj8U4x7qzrZ0K0l3Kl45yP2q\nMNZBGvyG/g+dyasN9CCZl1KMRTRDeWhW2rO1ymr2JIr11q1KMwzzKx32+0GLZ1XujFQOOfeHhz4N\nk0qdARpGNpqV5uHCgVIyrA1Ik7+x601ZnOxn46cBQ1T1WYd57tr0k71uOW6XdmXCK5TJwVVdSE+v\nKalAZ6vwLDwDvqr/T5ezaehRhd0Kfkuf97oK7AspRnqzRGKlmdxHV96FTYU98ATprefP37qUdTPD\nXPZe3OtsreOX2WLuUagjAjEsKQsLa5e11S3scI7sdJMA/PM9SHvSnsyC8W2YvKdMnK2N5azwaSPG\ntkOvbcnvTvFgVDFCaVZKzXPfKmVzaT1xMik52BcVbFhs3jh2bBqcZWuh7a0d4XYZrPMAa8OrpqKF\ndxcvyTZIoEzMygeUs8wVhj8M2zaDACUF2QF3s2AsOWfFGVdlx4eSEsvUS6PEEmjlWfJXqx2IlYG3\nAWZJxtpkHQldH5YZClJeXar+aGYalHb2sxldyVRA7N0L9NTu0fmT9zxyxIEwdYSAWEIsTF8uzzbp\n0xDjHuzOlpnCAlqtYSzGWRpcguDj/R/apqTExoB9FmOlw9IO2pNx7DysZZf8b1C5VXGPZh/G7LZV\nMlgA5rlPrU0TvG+fkbjxeBokP9gW1DRPEuEWh73Zw/Rs+r1T83XdcbvEWKFzXAxGy34dPUuemLZo\nE4I2NhlM4VkcPPmOQT9i3VOvTQfvFfy+rgL7wK8gTukwjatug6voak7dnaNm4lHj/vkrpZ04v+hx\nbnovHu1srTR46DD3KUItg0kiKM0uRAtb5SbTDc5J+P8EXVUjRdQBleowVZ44cdYdXHyTN3VJKFMi\ntHZZj2Ysiwe1uM+bDNQ2rFLO9gKFssIAACAASURBVHuW3+f/k9T6K6KCDYvN/GGnV8K2TN4B1mN6\nbEc45qdlsFCTn70bcHTxsqgCZRWJdynQb9Xu6T4VO7qQLRw07ywhHql4jMJjhbqn4laUJFapxNIE\nZmjIr9c7ELPS5B2chjIcBSWIlVDkpr6DAMMrTv3R/GzwAmoamqkgSiwccP484pEj0MpNQ7LdakzY\nqllaBm39GFftdmfLd7l850xu5SXjRhrc29P9H0q2w4xBZJpc0WUBnS1ph8GSY3aeUr84OafoVlWq\nTDD6HLwozcPYbgZCklndLMT80nfikOXGI++eRJ0xM3ubw15LYjU2/d5jflhx3F5grNQ5DugnB9c7\nN1cJQUkFSn3cwqi9dDzpLOthwwthN5MmxbuyoddWYI+ItxClV3Hbg09VlivoKvR1DtYV3t2Mp2Xp\nGC7TeHcdnr+SkKnpvXiwszVr0zL34RhUpu3z7dFi6h0uYLfc5IkE4L1RbN2PcP0+WGvGeiTv+uj/\ndYyGvEk/thhrk/VYG7WKkbUhOzdArWOVskEkZyVTU6aWDp8PmE2sWGyGj79lJSyHnzVdB9b+qTrC\nPSmDhRqxnhWTxsULQBUoKwaH2r1AhCCW5deH13VtYGgCCw5ikd8yA7FuO8t9ilPIJFbEWPIOzFB6\npwOxd/CWlc7GgBXS6hQ2Y/Q8c9kfzb68X1qAlgvlnvOnB/sjHjl2Guw8JNstAI3CvXeTi6Ctnx/M\nVZw5S1jyguUVDug03cfuWnmaBheV9MH+D5ntUDpxG8K3SR0f6RnWwhlYS9LPLrChhVuVUoRpYWYd\n9SVgHu6rqzi/6j4gqKvZtzaeeAEf47C33ybCO5ofNqxV1jrHAVgvGl+15MkJwZgKFL5q6SGXf1hH\nzBxzWwzsyIZee4F9ks7kRTnJTXbQVWrtHPYYd3AX2Vg6zN2k768kmcGy9+KRztbQFXPfLAulrQZV\nl1qIya0WK08jAI87kOx1j3P9FjlsyKvu1pr5pxUkbYxFgngVZe6wHvKiXRUjQKtArckPrhPJJcZi\nKtEVhWlyyGyiZ7GZ30Ztr4RuGpRu+eBSe/O0HeGeUuQeyKfbxKRx8SKgDpSZUgdAFhCwcByNn56A\nl3BX0XeUGRrMpBike+nCEmORvFNWYkGF6ZvyV42kF8gdiMlBuQCz2IGZE5PpHQGdDIXV8Ew690fz\nb2FpAVoulH3nTy6MvOUhP+aRY62+Xi8lnD9nEBJv+iI/GImr6B+xGjhujdtp8MB/HOn/kEQGegjg\nKkxIBaVIKTYmZK8klGGuARZBKTjXeO61slaAh1FmDNlp1w11d+MJJQWbDntqtJhDn6Vb2kR4T9eH\nA9YqvXo60FItVyQHtyx5JHORUoHZqD2NATTGoKhrLtos69psyYaOYKwn4FdiclBmTyM3CQmRLrqa\n8r6SgodS+E9b7sEbSwdpT3eeLnXvxd3O1kpvqCO4JBUIshYRXqdzUnjl1qpyg+t3ksOKCb5I1rZr\nzTaonaceC+5tlQrZYT3Cq3aKB1XIxG2mp3aJ5IL4iFRItSOsqmwPWWzKUJqXK6HxkoHpXqBSe/Pk\nHeGelMGKuOe0mDQtXtO1DpQZykm3rwCzUkRCZc+c8PEJeFHonOPBGmAQQ2n2IOJeurCDscKaEcRW\nkigESPclvdKt0zuQA7sAs2QJjkgLdupkKJJdFlHoj4aOBSikqLBHabJT7BRbgq3htmTKj3nkIPpB\nyNhRuG8ahEQGuMwPhvpNiuQwlT/mC74yHkmDF9HVWv+HJDIQmapMJJljRIq1hrVkDIdrG5vSxznP\nSpFzmO3qWgPAOVITlOJhZJHorbmhTusQrdl4Vhz2ktsZhhnzI9pEMNPDq6hTXrdWoRDbNPV0whXv\nFI07u925uewwmBEVIqiS7KoiGLMmy43Luk6ZzXIcxVhPw6+UOW6/8LAoS6V66MpO0t05dCG0czBe\nke5vM8MqSAVGMQ55KhqFy6Xqvbjd2VoZYE0dkWT78iAx2WvQdShFUlGo1JOqduqrnW9s5Mu5+D5t\n/MccmEUOK+UsSbK2URBAbt6idp58hLMrfszUXVrEtliPbM24G6Vs4ojw+Sv5wUQkx25ahW4kHSQo\n6hdPmE20Hi4UjTZzgkXFMHg/gf46OsI9JcA60j1mdfFylq4PTaBM3rE2UC7UBkv0HydNNmoPn56B\nV/QC9VDMngMeIu6lC8MVazBWqB+UHpOk0OmOlzCWdCBWIM2yVlLRWE2QlrOdDEUShM5z6I/2gKUF\nqHdqjdJcrSx1NlQOzvaIRw6iO46MhK52qrhPOGAVa1z5I0oBVr6Ti2/STzfS4HkdF+RR939IIgNW\nBgbFQqzhNJwlFTdX78nH/SNMIADAw6u+LdNK69O1BwSwJ1jjSBnK+kVawxk2AzmHYYB1R0islcvJ\n8D5oZbatVTbq6aC21HJFcrCbz5W3bzsMJr1a6CCkAQgEjPUEFWJOy/qqbOgAxnoifqX8ShyYA5Jl\nYqyZEozVQ1c0X+FmmmfYGdbSPGGaMc8bEdSJ1pPDeLiztV5VRxSFXeQc5oeGpHxa1U76MegiCl6w\nuE+UUcJeTFIuvyKHlb6EYlKTJGurBQFu3lp8HgsiaeXHIidAxCHaSehqnfUorRn3opSoqtwbm/nB\nKM+NzdElQRSorGMq2zWLzXT6Eg0O49kE+mvqCPeUzZ73u8d0Fy/rYC3hoQ2U2UMbeJc6Q8sljE+d\nBlUMVgW8ohcoGpeHNl24xFgCD0JULhL4tJwuMFYMj1ixUoDPMCvoXr2Yecj0qW5BEoSKn57kRkXf\n452C8zwrq90DlmM/s9P4MszY9shBdMcJc6LwyDlWxX3KAav9frGQUF4Z21/fSoOv9ACuAdYAbQpm\nTmzPgnErnDDVkboo0v40TzkoPNj69PZSx/oaxqgUyrCy0Ia83SCxuvqDNCo2dJ5DhdGGtUqKj/v1\ndAFMbKvlwr67zOfKEOIqhtcBUSGDqnAYKnQT6iBmpVlppqEjG6onHCEWf70WfgXV5tHArBCm76Er\n8bSbpXJlhnWYZyle2XUZPdR6UksHxv3O1sGuHwt1RCL23ARuNdGrhim3q3aKG5hkcMsytOSZVC7B\nYeHSOSYplt8kh2WvpOkhKY/BJclapyBgfTwJiFydbPlqUIAsSUKz0eKidNPATpQS2CNxUT84VIKw\nK/nBTv0Tn103Wg+XMho0w5H2u4KxXl9HOAOI5CgyK1TBsnMpwiMedCv9tzutqZyD8VA2lC+lVGvK\nCi9noQCv2Mdm4fJQpwtL12lG/I9nVqlDe69zi2CssgOxaE0U2AeYxVqeZ0FasVXcml3WBGayIjbx\ncB6WeVJ8Hfys5eAPVZaWS0fXl2Fa9btKxoOy+ybBgaCrc1Xc6dmOGGvPAWtvgj0JDb7SAzhvxmaA\nGqAGkM8KP6VCNai3pH1shlXJqsIibgycOd769FGljsWiTEkcozW8Ie86JNam/gArbGjO061Zq+zW\n0xEOquW6+y49l2IX2Zl0Cq+LJ0izjjWYSjNpmKG6p4KYxaNYafboYCxxtsSqa+KNWyOXTTM8g4iW\nuCpXS1ESuXPOD/bRVWKmpxnW8szFAz5suIyWGf+d1pNKHels3VFHJNreXrey9htRxGnVTlwZmEMG\ndqMMbcPPxc5BvRruHdgq9WyGtewpAiyGYRqYxihZqwsCdtaxpxsiES5OPyyznMBK1mastLho3DSw\nE6WQvWb2yE3hQh0bXGWcuvlBua0+w9+bzSbqaHAj+YuovTlXxFDrYdKl2+gI1xbaNjHqKZuGXQ86\n8Er/7UVrKngf0oWxfIlU8M4OHK/SbSoqbYpKt3aI4vJQpgtr12kiAnshsSpueQtjyRV1DAotMhLM\nggdxQFretpakcntIgTTND7s9xc41dZdLt+LLYN+6E8urclwu1/vnr8R4UA1WJkzjkXOqijvzWInB\n2nXAojWxYC9gvYEG3yDARXqlBki4JjUQIeeloSy8T+ZyEqBn10f2ZCfwAOfOCXj3dp1tP+Uc2UOT\nmAtLA5OCxMq04uZYZ0M7DXozxirSnav1dGfVcst9dxxDKlDwjYTXicRSsbKYEG59iLmHCjGriLG0\nyrIh9iD7pFVR8nhL1TAxKPq5e9mey0vRwqzoEEahYMqlOqk+uqr7MfBUGa9sOAZ3Mv4brSe12eps\njZ46gj15C0wIE30/a79b/rmn2kHcXuLXThlaLF895ucCZvJx0itAExkFYzAOQbJWFARswI5l89NH\nV0qidsOmnGujvZ65KXnSkYd3opRV1vlGIX+9NYQed7lV2m3rRhhFNBiOTfSyWtHIjfYGwNkiBpzv\nCGfiBEXxTR7nrp8yLVVTXNSNKpKmNRWYwyudq1RZkp4LDdoM1R+QgVdjhyguD2W6sOM6LQwQce4d\nlkOE9Q7EBKLgigGfYRbChGC4QqyQPiekGJWNT9eBnmInmrpv+jLIu7X3Tbvx+SvJHUAATCE4EHR1\noor7FgescqYskVbDgdFpGnxHpmMEXTENIIBsmEjeIihLPHtHIYpiZm4MnCDd8fQxAS+O7Trrfsox\nPy7sqU67Ean4++binfXZ8zlPd3s9XX/lObPvjkOCVtAmhNd6jCcV1oH07Ae4HDRDQ7ynJvTRk6cy\n74KHjmSTX1FgkJde1xbYaUpYsCwxnxXoK6mciP7U0eYnkFg9dNX0Y3APlfFK97oHd4Zlxn+79WTA\nVYG+CiJ3+WrUEazhZiAVe6ZYPzzqTdb+aKlsMYnjSqLSrlxRhkgXdrsMrSpf3fFzASqVUoDaGsMg\nBsJlQQAJXlk50ydslVNxeBRlKvJNuDWxpnvZM7dMnqRiz/KBaqIUIDL3x7K9jxm8eTWw9bTKi8qV\nKnDb3mcQRoAnGueEsc4WMdzQEW632fOZ60Om0z0GAPf6bxcYq700xkrOpVJlJbgtYY2qy7YT8Grt\nELlNF/Zcp1ke11T6lO9kkHmtdCAmDnPaFzCrzB/HOBaFIJQZbq4mysmeYjtaCskdrPsypMrBZujL\nbJ49kPZLwUFAVweruOk2B6zqdj4xDX5UpjMAYK8IlqFAmpRjWV/Cv7bq7tIxcNpPMG0+Q7nUEcZA\nFeFWODUvYh2RPbEeQ2KU4oXMtMohgWeHDS386AHcXk9362iKPTO0iuE1SFWgquQvg0rBQEXELAQM\naWrN0A8hgGpfDDSzhTLkLEAnmxI2LEtKfIi0JZpW+2hdbeeNbldNP4bGeAVAF0MDUIOjy9zJ+Fd9\nncuQKcIsiv2eSROpRh0Bno5n7R9bQ9D+okCuB8vQivLVLT+XwSwBVkD8ZuBhgA6StZtn+8nBdYqp\nXF0P9MxNyZPGTQNAN0oBsj/I2WwviodrJdhql3/CI80mqpxYumSFkd7S07tTxDD2no5b9TAdgFXa\nsp1zctdD648CJu92iwrbS2MVjCtVWVIen3ZKJO1FOQR49VweVrunJdfpaHyVBBORxMqzedGBmMCe\niMQOvoBZLGJ1kKtykcxwZffWcs0tBmO3p9iWlgI44suQKgeX7ZzVs2tfcCDo6kgVd1BOyIRbIq3+\nSFnCVhH4VDT4AZkOkr6EFNgRHENDOfIeCBUrq+gqqgH2E0ybY0uVuJQ9cWXtfdzdBxviA+Pp4lME\n/7i98HFD+n9d7sKNS+G14M6cFE5yqAi1EyAI6MqARG9wDAE0nYsEV1kbeDtnQVP4X6eaEjLXTz0X\naqEA4km+xMFur9tV049hGT5tKQo0YNQi478aMqVrK+gKZAp1hAsdMQ5m7Z++SV/OrJ0qQ6voqxU/\nl5S7YkoPlOakuzKjFASQrWPmJ68ijA1YZA+iG3rmrrtpxA+soxRw2yo0adTOZHt31IrpZPO3BTl3\nxmyiNLhpZleumxkAov0ihhFPpYcx8aTSrlblaPyplbPxRxF8s1dU2Hj/hHRhrcqCitWYsQ6z/egE\nvJYuD/3uaZXrdE8wUcYKJcZiwAdv90BliYI1wSzJHLvMk5FfB+bnhiQHN7QU23nGZeVgx+xKe7r3\nfcHB0SrulB8UDVAm86n8sbiw6S6+Lhp8jQCvZTqsNMiE9kqsWVzNPIPn1TrhRQ0gsJdgSue9kTdZ\nqBJr2VNBYkVxwHF3H+yKDy5EFy01ep+XhrXV6AhWxjH4h8XwOkyGVE2cd3S5iQFjZd4FOIIAOp2L\nyoNxVrq+hJHW/WNNCdNblts/xX9z44dQTuiOdLtq+jGU4RMOGtrlDGyir9ZCJoVgMRiuObFnb4OX\nzbGs/Wtr0reMWm8tX238XBIOIGIVpY0qFCOHZVBpel39cWT++JQii6XudWZgv2duCHeXbhrxg4oH\nSuklVZ99p3qjYp1vrAYtwu8bVLbek7ZlTqwc2UhPS01M8PTeKmIw5kn0MCaeW1+GdU7kTianwxR3\neIUCXQXwYjWsay5NR5WFWI2pKKyD7R1e2CGyX+me1nOdXggmIomVYJZ8eSIwK4RujswgEBcwKwYN\nQWfFOGgf8vhBkK55B/OMqXKwC9foovuCg4SuNqu441qcPE6W+cFElCa8xUC4mitI6xE0+FGZTjh4\n9grkiBl+3q8TruWxSM/zWkgnQdR2q4N6/peyJ3gLpxOJRR6FulxYri13n3BNd8UHw4DLiIfra5im\n5aJ6QrAi1GO2xCtBVfo+euCBIkQQelLCnTUEoC2c2jqY0s9sjU3cb0oY+ZVKLVTosSTr6h15cQy2\nR7pdNf0YUviEU4Z2Ifao6SuleiGTAmkiHVa5g1l7/3lo0lfAhceUr5ZpfW1iF9Gcec9khg7aTXh3\n25SOh90dnr2jrVL3Mz1zV9w0qg9MD5GdOo3YS9+p7lBFl+i+2e9uNWj5y5MqW+eanFg18mqswQie\n3oPI3uMjveQUAn0VZ8JNepgscq9JrHiTV27+yiU2LG7pynd4hXQfE8ZKPuaLdCEaVRYQqjG1gnG9\n/ODCDlFcHpruaUKgHBJMABA+tsTaBbSSB7iCWbJiuhw8laWnTzF2TP2twzTx5OGO5RmHubRjaPfX\ncVgTHByp4k61PxXMQnkxGxIcxf9iRBnWk9HgB2Q6AQYBYCZvTyzQpRYB2CkDBHZbHaCc/4k+sXOn\ndg9o2TWpo5bZqDXGQTZvBedxwkHxKUSsZ6j+I1QZEesR2jSgKobFKqe0lAYS0hJDxR4CUBp7B1P5\nmXXYxJUiynolif8yQranyBKG3c5TVSclFsGHul2V/RhS+IRbDO3iI9DSV72Q6eDKJg/Oa23SVzEx\nxY8txjpcvir0lTy2eoDWBcCiMG2UYS3/Gpqvt0/pxcmElPF+qXsVeWKrZ648gJWbRsSgxQcHffC0\n2oi9aRW6NqRL9MLsd78a9DEq2+la5sQWh1QIW72HIlhNoTNHvAjLIgYTGaxH6GGyNVOXxDqXIiQN\n4j6v0LwwXR0X4sImXYimfAkI+RcJ6133CvZcHsruaWcEExFaifQnsSy5REsUWglmcSoejAR1W4ad\n8FbL5dQgg3C7qX8Z5kYbreVIeUY9zo0dQyXuGy9ilr0UHER0tV7FvaSvogBwPT+IWKzLEes/IQ1e\nE+BdmY5QHaTh7WMW6NIYs1sGCOC4KjHTJ9qutHzeZ9fgPA3EzArO+1kdcVBkfqyINUmL+InDDJBm\nPdagKq3awhHGhS+s7AFdRd2eglLkV7KEG35mj21KWP6mXCsKEB/ayvKue8uGqlLCJ6XdowztVukr\nebQJBzVPtSHC623Sx1ifaTVvdERIpI08tjyMMsO5pC0TkwE+kms+dPTegoi63dhi+Ii61P1Yz9zW\nTQPsQ0lKNTzs9YgWIrcK3RikhOQrqoh018M96UZuV9m6Yusv7enTKGx64D20CZKyHsDKnEL4t+il\ndl4P87S9CFd4BSwwVro681RdGutI22VHtlQIIItdh2ruuTxU3dNOCSa8EyIuXS9mRYSoNsgMVsH8\n+xZXbZRhe0ccwVZknp/A1L8X5vrZeNciLaWdGuzwtldBKV/YMVTivssdYpSWBQcr6Kqq4kYPZhVf\ni/wgMpNaZAmfkgbflelQpK/649QCnY0xO8YQwL4q8WVNn2zXsR9g12T4t4x6btnRroMipvkmESuK\njZbaOvlU793FqSepMtZj/OjIYMWlufjSQOoHGh+6+Jpl3mHDz+wJmhKuDCqRlhQeyxsecG9ZU1Xe\nPX9LDfYpDO3WqOiSkwsh5bbmaU1R/v+fsSYkYmVYDwHiKJXFBiLKcXOYRcpA2VsUZuzhZwI6ZVg7\npe5pOV3rmbvoNZJMsJs56Wfy9rgWIvzRkdArkaBKl9MJialCFNemb+icypbsVOXEls9aadMDkJ7Z\nmRjMxJWWVooYpCiqKjk/oYepNFgFcxCv4FkGq8MroMVY6eo420kXWo2Ha5ucjAt9+rf55KXLw075\n1bpggtmR8CXMICWkF0KdjOpAqyyncLyEWbtl2Lk6slPzJQ16l85V3XGwJVk59N1Ed1Nrx1CK+4YL\ntCkFB7H4rsgP9qq4Y+4m0aclESiToMTuTcaBiFDYNDwBDb4v05Gk0smseGcYjbu71narMIYAUCK/\nFmPJ/D+u3jjGrgFI0gR6hm3xAbRGHcRsiViBWAFna26Y+nXyghs2cepRqixw9RS1HYvkgqTsuWil\n7GbimZyFLKwysb2D6rfffj1NCYUcRVFTnK5GcVlOurc0qkrz7OFJDe0amOXL8z+oeVpVlD9FJ6Kn\nGWtCIjNAhUQhJwwqv5FovJCSHB1iueIsZKK0ZVhHS91Xeuau9BrJJtgFyeqmWGZxVAsRrta5+sGc\nwQ8TqSNdOq+ylU4M6NnTp0HZpgcg1qEajLzLZPNGEUNSG+eS86N6mBKp0HKlONWLMORuGl6hwVjF\n1ZFq53xpnCV+tQydy5EXu3ocLr/aFEwEVklFGbt0qxV/UaLY1DBCqBJaRVAFn7OBMZLLGGu7DLvX\nmPmcjfuBMHf552Qc3fvWjqEwu/LDpRQcBFxVoauBKefaKTAHKZVAzbSr6at6BlGI/Hsk1iNp8D2Z\nDjQpzashRb367wuiCTCSlGyNIdA+Z1WYgYeSPjm2Ax1g14pwky4a2HJQDI2bNgYzcTQs6HLDQeC4\nXie/3nDjXHeacO8StKKYd1BtQ7oSXbkZfk6WnkCbtH2tTQmruyavy0ir5ITq196gqhztazG0Swef\n5tuplPqaovyG2v7zqObmEXn6Mq2sVhXf28M5UlPYy4FSSFNjrCOl7kmreqzXSNyz4v7lyU/tQyoJ\nlm0thIzjPSeiEDM+PiHWTQm1m1W2wTOlzBh2R7TpAVGoIGFfqCG3ihhyUVRbcr6vh0kid4p3C1Uv\nwlPzhpa8AlBirPLqpKkpl0ZN5F130+LyKIai5DKOjsvDWcEEM8gzW3CUqoVqWCVEFUgxkBrp5I6/\nEaJFDZYDu9zsuWqCcawMu9eY+ZCNO3AkzF2t2R41LpfKjqEwu2IzBtlBqBksMoMZXRkpLyrmXOIS\nNuir8pstEuuxNHh6kvsyHUUpP5iOMy4Kx9XZWw2egSB2EYPK5tERLAmU9Enuori+A23knqox1OHm\nhoOiUlgArI7QGyvcsCzTpEg44PWc0VbDjUPdaSizkpGJJwFYRLHWRDaVoiFdQlfJQdHNcJa83z6q\nx0KBEIBx/ct4eSlHHTWOKV67Z8d/eZb7MWTF1WsxtFu6ei5B4QHQv1SU39Lp+UmHiN6maz8yJ8Nm\njCy4Stmlm988QPnEst9Y6q4O9xqJmVy5K96C7epDKo/AmhZC9t9Nsemx+sGCe75BZeuie37Xnj4N\nApJNDynSDt5kqrUCWJ0ihrooqiw539fD7BqNnplApHu9aNC7OjbvYUqRvGK9ar0SgqRdJ3rhd1we\nTggmBBVRqjNiqOCERJolchSYlRMCaU0poVVgrTj1bQ1xc1JfWUiS+0AZ9kZj5lUbdxwNc1drto3m\ny11rx1BBeBOL5E0tYGrQlaZcM9IkB7v0VbUVFSQWYhT2eBockEWtJ9OhpBJIZt/HjFhONXjOqikz\nAh1VomxcGbs0XRTXdqCDAAug55X6fs1Bkey8EudsdyTM1lwgG7aHm+rkq6FSw5ad9ZpUNMcC4C3n\n4pJlQ7q5dVC0c3hUt4/qFOzLc5sAsOA8duxdilsLXBVmXcWP7kkzL1YvWzJIP4acExxeg6Fd4PvX\nFe51dn51QtaGCLfW9j/Z2IqOisgcpFkPAMGdMDHpvDke2jIs3FDqLoOO9RrhYIINFmh1KLHbDTYu\nI5Rqe7x2upAd7CaJrADhwypb70FzmRNr7enzEaNSzoXuZ0mAFVbcbhFD8iGqi6Ia391VPUypwSr/\njff7FMAK3UWWRRCLq1N0mQDzIQFE7lAW7msyLl8tv9oRTNRVG/W+y9AkWp/ShiT8XSG0qqBVzAwG\ndGUDyo7qq5CPyHhrpwx7qU8v6ats424YHrD+SJg7XABEi4exU7O9analB1ZDIFqjqr2LruJU6+Sk\nw8xb0FeF+I+LH+UbJDbrRho8fVbmGLJMJ6KrZR4kinzptCB6f+5JT55SlQhUmvduF8V+R0IfV6i0\nXq2lLxEIDFkQ09ZeiQ/0Vs/QlWK6wprLhiUGqSvqTXXyi0xcld7tr9cy0wC2bXJQvq8a0vUcFL0D\n86GjapsS7kCBGl25WnQfHFDT64/Y8Ys005hRnu5lP4ZKcfXkhnZ5W0pfKwr3sNatMz0LzMrKnN6b\n0yDc3GvlXClDi+3Ov/n1oS3Diu90ojdAvv4KwIFeIwKnHHv7mMRuuHH3d9XqtBCbHqwflHvKXGAs\n2XnbbFh4OpLKlpzFrj19vrA5sRtwmE+qeeFWAPSKGAKn0CuKOqCHaWwacvws45TIPeZu0MNY5dWZ\nKc4kMHfcw+QISthU5HqhdbqvABoDjFR+tTWWVRvkE3cVM0fM0GAmxSBdYKyYIoTvQKs4NYlD83YS\nICU5wYixyEqK0B0pw2706VIAGPgngp8MeUea2XDoabEe5oqNlhBgfjZ+GjA4ZWYMTM7FstVQ3ii1\nM5XZlRo4ytijgCmp2jO6wqEvuwAAIABJREFUSjnWBldFQF3+Br0wNEyB9B+hr26kwasUISLACjKd\nEmYxc3jUFyCsMmKpBdGhHvukWId1aFUewoziOIUZWu2iuIwOyeFY+jKMpOHVpubGFZSB3+oZumPN\n5SyIqu1BVR1Jwz+bOaMTgtn0L8oVrVJAVsnBZUO6pYMiM5xb7Uy3OKrUZnsPCvgWXVWiexsi6Zjp\n2LLjn2c1m7K+uN/vSDEGJD37kxrapbsZn6xbiZBqqKgcp+WCsDHiBC6BSlpbIqG4k+K/rZThMW/+\n8NCWYaX3lLc61huAkaKkFGtu9BqRncvFXWzteu4/pGl947v7anWqAFbThWy9fjCc+kmVrXcH7Onz\nlY2rh7jiuajA7mhIyiIGeX1RCNUURaldPYxJbEF3nEsRQiVeYYGx0tVRki6UyK7jHlaivEaJkvq/\nxl2HnIOyqeJpt/qXmHtVGxxXENE+e7C4mzCUDgxc4rFKdBXKBsuCQR8C04CuZnhLbo6Vg4nHmoPg\nw85h3TmpTwfgHkY/GzVYGiwphnFkHI1+LcxNJJadBzMN6mpbn9KysIKZWDoqqkiTSip6iItvFjAt\n0JUusTxlQBPjuzo5mPSACxIrQy2J9E7T4OETykWskOmQykgLROQbI5ZQMIyiREgivF3+fB8iaM6q\nxIbsX6g1my6KRXTY6lLlGJXad+LRmoe7cATpqJQmO2/EOavWXGtqd5T860GazWM8JcDKW6nQyaX/\n3CI5aLc8fsRBEdjoTLd2VLHsrhOm76GrLLqHi83CQ+hc2fFjmDG3PSW3+h0Fr3YCEWuNcQyXK2f0\nCgxR0VHlLau/0p+n8UgiJI1S971f7l3KvZujDbPrRGekG0sZbm28+OqhcW2M4OiG3gCQ/YgkSQS1\n3muEQ7zx1IOHgfXY9njtdyFrAHSch8HZS51T2ZI9ZE+fb1e6TRoqUpJp6pbhd8F1AXrBKVRFUXXG\npqOHWVYRUvn8nBS5l/oYdK8OMQHSS8cf7aVTKlFC8B1x6DydSDR4SxZxZSkUhUoeVxU9zTwUs+c2\nyxnSVSW0ch1olfMREV25WK+UhO2ivprnoL6aHdwJfTp7mj73TEWmShlH2gvSUm5ehrlrJFbrU+o5\nF1bk6K1MsamcFgxPSyFgKtFVBPW19KqTHCznXoGxEH9M0zEFOgdp8GK3yPgqxUzlUanqYPL0fxx/\nvg8Rhhhm9BxMtrsoxuiQ3HROPF4PHu5C0EBlQVMvzlkK+Zv2fMvtgZuKnnPBMc5n4mI8WuqBCheu\niKu2HVnDwa51pjsi423CdMlRwm+jq1YWFi9dtMXy8PJRXl1CT8m1fkekPAnrIYXJxhEA77HsJ1ZM\n+6OZqep+PpoI2RaV56WVi+Np5d7hBMK/6Wslxb/pVnWilKH75nuNF8XQsSrDimvf0VL3eE1jJInY\nnVCueAGtZO0KMKtQJhEemUitSD7nSDnmNQdBjkuoZ4jWecPZiyJuSChiTWXrDtrT5+NIt0z29YLr\nonj58p1FiJcSidBwCqEoqkwOZgPeasszyOQBykVVxtIyfWsIjt66OuQdfu3XXr77C4eXL/iHfviT\nIab07nd9+I1/6r2xSTPAwMd/cf7pj/sPf8B8xRfnnGDK9YJB/tV+okEOxTmyU795Dph8ArbB0wzg\nvlqfdEZXpf9CBa08eSvRakRXUy5ZSruyc2RnzBbW8cR8VTwZ6V6yXYY9PVzAFxCU8nqwepwT0pK4\nVl2mXRKr71NaPhXlwxyUB+kuU4bwcRZmVXuFrkIoX6CrNjlYs1lN9JwxVuSL5fN3afA6yKtiXJSw\nL4csCQo8HX++AxGUYYfKiTdcpGNdFNWQj2GRjtkXj8fhh0vAAQHVtXEOmJdC/rY9X7U9lGr3EmCd\nX7vj1S6qBfcycbmuzfdduATEOLvtyJoPuhFin5PxqkBfcVTcH0FXpSxsOceeWa94u9+RunPLkmph\ns54gM5VZosfu00f88ckLlnKbcu+8O66m+ElFWuuJRlc/kFIx3sH2z/opegP40O5Z6P3wG0VUYk1Z\nWuUPYwL6MYnUhocrkfEiXAa6rhMxqbXq7HVYZct02J4+n3DWcQY+L6CxfGXztEnoWWektcYpVFYm\nqtxcKGmw1hKF5/DVztVxP/szv/on/+T/8hMf+9Sv/uJ3/fpn7L/zH3zsP/zurw4YRXjFOH7wf/70\nn/pLv/z7v/H5v/9fffr7/9gXfts3v63J9ZIV94sDj64cxUrznGgTl/34KUzKZZYTMTJIstmwgi+g\nlZeipApd2Sk5i5J3kPpB63jyPBFP2l9H9zC668CLVtbSWYw9vXrx3Mb/G4iowSakxVZrp+BJ3V/J\nuPi8vabRQPi8wdToquSu+snBTD/kUXIokDVA1tMIrVZocDDCNpDesAzcin9TJNoAu0dsG+fEOsoA\nKw4mx7ooBs3QBq92rNEN6xFKgwi1qY88NafcKJpG1IAH9HGdyuEETXnvUiZus66t1wCk8havHRQB\nrPoIdJydV2W8GV1t2HEt0VUpC2uYSIK6c6yu2Oh3NEJRXVIt3dmeJDP1yH36mD8+vAs/ZuOPdVJN\nqeiiRLUYn+ppsz92GycU5eeEbiMXeQA3z/oRvQFSB+hud8K4WoYQtFwAy4U3QeQzidTlVVqatjQX\n8xZnL1WjCEJHZeuP2tOXI1OPGWAxUGuwkAAWl5ta+io4hWbj62VsgNpoNN2AfIgnNVi0fnXc3/jh\nv/c93/Mj3/VvfugnPvYpEUcrRR/9ng+lhYaj+47z/NH/4pf+6n/05d/ytfff+ts+/ZG/8Mt/8F/8\nokqJIrvLkUd3u3mO3GAK9VPixw/mfssC4uA3FZZLCwSRR/BiKKGVj6LaAl3RfIWbRe1BzsF5WIuZ\nedL+Ovjr4B5G+9bd9dXd9OrifZ7Tn3v53Gh3GafrNFoXYlb5jZQKmmEeLpOEs+Hy+1WzhlWf0moO\nUH4UcxeU9H/LO56stLvoSi3QVfNhGV0xd4FR9T0Fy4YuDc6A5BQ5/0n7/CDuzUjPA7N7/LbRKgUP\niHUoYywJvk90USwu4yFerYP8AHipxFFMYDWiiHDAHs4ddaNYa0QtLszra/dZ06++11S+byXzulLX\n1iRSl97iaax0pgt8pFCJOzLeXGLcKu530VWShYUS40ITdk/QXpl5o99RU1IdkPETZKZ8fExO79OH\n/PFD0Y9dUqHbcu9qOXnC/Ff5ZC2pEaoauYAdyO2etTjSnfwsDtmSsmgshmWouxMGXosadqa4AtXy\nvpJI1Qbawqm1q9QxbdnBWLvOXsGePqMIWlPZHvXlaQ+GIv7ONq2oWn2UFycvOyrDqQZaxZdtZGwy\nwKoThfGYzgCsRZ2XJAgY7Nm7b/7mL/3xv/0dLz736s/+uf9dXs7MP/fxF5/4xG9+/de+84veMSQl\nys98/OVvfMZ+49e9k8Hf+o1f9ImP/uInflW9/0vukhIFzEce3Z3mOaSIZlm+Kdi2+lr8DiSMRZyv\neHJh4LRipvC0gFY+StoTurITzRNmcRadYS1k3bCaRdt+HefrOL26vPXWs1fXy6vrBcBvvHi7Vn7U\n9t6aV9fL5IzzKv0mIS1J/OUb59Wu0UNlNKoIijjuZAV/UMGOMAuruYhykpUc6Tq6Iplv2+gqBWFJ\nsb4IyxDXEYowCxFphctQP/SU/qo4knJluHXb6CoF98Q6TCok1c93USR/3kLaCKhySMKp5v3ZlzIg\nkgdA4pm1kqjtRtQiidjUqYSrf9D0a8trqkLVR+rauolUeh4fohW4XPgImBUZbyyk3VHc76GrKAsr\nO7FiAEZN2mPg1X5HWoWS6ujALCd0Y2ZKuKJyLzy1T3fLw7v5Jmu3qNB9uXf6dm3TOhSKHPfrZ6Vj\nIxcPf+CsJYoA2sLereF7HaA3uhOGdTKtt5HYQ75rG4nU5P90nH08grFkB9hy9ipJrLR3yArYqGxl\nTzriy9OMImsRcx0IaLw48JLoCn+SuvoUSGuLU8joimqRe4mx4u09x2CFSxpDN47PrQP8G28zYHrx\nmRcA4Gej/Fd9xTv+s//87/7qr7364x/5jb/5w9/6vi95Jjfjl3+Tv+DNQV3uPfv7wT+7U7/0WfXl\n411SopCzu84Ou81zyHsQKCqIO+J3TdHEgVn56OBA0YXBBhcGtslKtIZW2fsqo6tpCl1xphnWshQP\nWu1n42fjom/7q+vlc6+evZgub9nBedKKn5l5cuateSx/82oeE9Jyi47Oh4weqoIjBaVYskWUfIzC\nV01iLQfV6Gqpu8ICXaXZsoquOK2FXIbRvMl1lYnI/Mv6UFH8hhe/P7ltdD2rjoh1Qo2qXN4zXRRB\ngK0O+0hc/nDdzhCRdCLvJqq0xt1lS+2+ZRq0olNJR3Lc9KuAp/WdKu92nCctxjqcSB1HAJtwWRfJ\nwaWzs/yLmr7qKu530FWShbVM5EDB5KXb70hrWA3rkgOzvORkZiou3R3ZEx3ap3v3uqv7rmomVqjQ\nPbl38TS8hhT/CoeqoWR325vhZRTx6mHl8MqLArCDmzuh/paGaUliFYEoqE6kBpTAUCTZbaXIn2Mf\nD2GsrfqJtl6BQ5wcym97KtvDvjztYWR8GV9Wv756AWWcJ6tNRlEJXbWJmvxXxa6XWuWkT6kwljtD\nYXFCkewB/oWf//Uf/MGflO+//Q//0+//8rcFjScAN7/33cOP/+i/JNDkD3/n//GXf+Dv/8cf+So5\nW0caIB7uJARUiqwaeLhLShQAq5N4OQm6zXPUFEpWZdtbit+FgpVcoQqLizg41B5X4sXgxIuhhVbe\nBZ2HmzO6mmZMEybHE/NM7Ig9sVNstZuNnYfrNL66Xl5Ml998uP+sNZNTo/ZvGPOWHa7WlL8xygnS\nsr5FV2qw3VLE1pDQuMZoVJzWmCLkyoRW/Cq/703kw+iKDqCrLrRaIi2Uc7j4uIasaj5d3uFkeNcs\noLTuWbXruUf6ti6KIX7dTVyWYOil380Q7fgXeJ/InlM5jo5OJa372xfwnCU0P569iFbGQ2m2t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dyWKMGORsXcG6MVSyGjV7wmWusNTvrJUZ/rNncsG06R1nPuitHjYUho0DR93j0Vz8fiHZq/NI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\n2htj6Jllp3amEwJ4MfBLE5707Xm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+ } + }, + "cell_type": "markdown", + "id": "6bd4d012-13d8-4d02-b7cb-5ec42c0b2859", + "metadata": {}, + "source": [ + "
\n", + "\"Gullies\"\n", + "
Gullies
\n", + "
\n", + "\n", + "
\n", + "\"Volumetric\n", + "
Volumetric change
\n", + "
" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/content/tutorials/earthworks/gullies.qmd b/content/tutorials/earthworks/gullies.qmd new file mode 100644 index 0000000..bc8953e --- /dev/null +++ b/content/tutorials/earthworks/gullies.qmd @@ -0,0 +1,357 @@ +--- +title: "Gully modeling" +author: "Brendan Harmon" +date: 2025-07-02 +date-modified: today +categories: [earthworks, terrain, raster, beginner] +description: Model gullies using relative cut operations with r.earthworks. +image: images/gullies_03.webp +links: + r_earthworks: "[r.earthworks](https://grass.osgeo.org/grass-stable/manuals/addons/r.earthworks.html)" + r_sim_terrain: "[r.sim.terrain](https://grass.osgeo.org/grass-stable/manuals/addons/r.sim.terrain.html)" + g_extension: "[g.extension](https://grass.osgeo.org/grass-stable/manuals/g.extension.html)" + g_region: "[g.region](https://grass.osgeo.org/grass-stable/manuals/g.region.html)" + r_surf_fractal: "[r.surf.fractal](https://grass.osgeo.org/grass-stable/manuals/r.surf.fractal.html)" + r_mapcalc: "[r.mapcalc](https://grass.osgeo.org/grass-stable/manuals/r.mapcalc.html)" + r_watershed: "[r.watershed](https://grass.osgeo.org/grass-stable/manuals/r.watershed.html)" + r_stream_extract: "[r.stream.extract](https://grass.osgeo.org/grass-stable/manuals/r.stream.extract.html)" + r_stream_order: "[r.stream.order](https://grass.osgeo.org/grass-stable/manuals/addons/r.stream.order.html)" +code-links: + - text: Jupyter notebook + href: gullies.ipynb + icon: file-code + target: _blank +resources: gullies.ipynb +format: + html: + toc: true + code-tools: true + code-copy: true + code-fold: false +engine: jupyter +execute: + eval: false +jupyter: python3 +--- + +![Gullies](images/gullies_03.webp) + +Learn the how to model gullies +using relative cut operations with +{{< meta links.r_earthworks >}}. +This tutorial introduces +more features of {{< meta links.r_earthworks >}} +including vector line input, +relative operations, exponential functions, +and volumetric change calculations. +While absolute operations calculate cut and fill +based on a vertical datum of zero +and can be used to model features at a given elevation, +relative operations calculate cut and fill +relative to the exisiting topography +and can be used to model features +that follow the exisiting terrain. + +Use a relative earthworking operation +with an exponential function to +carve deep gullies into a landscape. +In this tutorial +all of the data will be created procedurally +including the terrain and the streams. +Start by generating fractal terrain. +Then model flow acculumation +through the fractal terrain +and extract its stream network. +Finally use the vector map of streams +as input for a relative cut operation +to transform valleys into deep gullies. +This tutorial covers: + +* Terrain generation +* Flow accumulation +* Stream extraction +* Relative earthworks + +For a simulation based approach to modeling gullies, +try the landscape evolution model +{{< meta links.r_sim_terrain >}} instead. + +::: {.callout-note title="Computational notebook"} +This tutorial can be run as a +[computational notebook](https://grass-tutorials.osgeo.org/content/tutorials/earthworks/gullies.ipynb). +Learn how to work with notebooks in the tutorial +[Get started with GRASS & Python in Jupyter Notebooks](./get_started/fast_track_grass_and_python.qmd). +::: + +# Setup + +## Project + +Start a GRASS session in a new project +with a Cartesian (XY) coordinate system. + +::: {.panel-tabset group="language"} + +## Command line + +```{bash} +``` + +## Python + +```{python} +# Import libraries +import os +import sys +import subprocess +from pathlib import Path + +# Find GRASS Python packages +sys.path.append( + subprocess.check_output( + ["grass", "--config", "python_path"], + text=True + ).strip() + ) + +# Import GRASS packages +import grass.script as gs +import grass.jupyter as gj + +# Create a temporary folder +import tempfile +temporary = tempfile.TemporaryDirectory() + +# Create a project in the temporary directory +gs.create_project(path=temporary.name, name="xy") + +# Start GRASS in this project +session = gj.init(Path(temporary.name, "xy")) +``` + +::: + +## Installation + +Install {{< meta links.r_earthworks >}} and {{< meta links.r_stream_order >}} with +{{< meta links.g_extension >}}. + +::: {.panel-tabset group="language"} + +## Command line + +```{bash} +g.extension extension=r.earthworks +g.extension extension=r.stream.order +``` + +## Python + +```{python} +# Install extension +gs.run_command("g.extension", extension="r.earthworks") +gs.run_command("g.extension", extension="r.stream.order") +``` + +::: + +## Region + +Use {{< meta links.g_region >}} +to set the extent and resolution of the computational region. +Create a region starting at the origin +and extending two hundred units north and eight hundred units east. + +::: {.panel-tabset group="language"} + +## Command line + +```{bash} +g.region n=200 e=800 s=0 w=0 res=1 +``` + +## Python + +```{python} +# Set region +gs.run_command("g.region", n=200, e=800, s=0, w=0, res=1) +``` + +::: + +# Fractal Terrain + +Generate a fractal terrain with {{< meta links.r_surf_fractal >}}. +Running this tool without setting a seed +will generate random results each run. +For reproducible results set a seed. +Then use the raster calculator {{< meta links.r_mapcalc >}} +to scale it vertically so that the mountains are not too high. + +::: {.panel-tabset group="language"} + +## Command line + +```{bash} +r.surf.fractal output=fractal seed=1 +r.mapcalc expression="fractal = fractal / 10" --overwrite +r.stream.extract elevation=fractal accumulation=accumulation threshold=1000 stream_vector=streams +``` + +## Python + +```{python} +# Generate fractal surface +gs.run_command( + "r.surf.fractal", + output="fractal", + seed=1 + ) +gs.mapcalc("fractal = fractal / 10") + +# Visualize +m = gj.Map(width=800) +m.d_rast(map="fractal") +m.d_legend(raster="fractal", at=(5, 95, 1, 3)) +m.show() +``` + +::: + +![Fractal terrain](images/gullies_01.webp) + +# Stream Network + +Model a stream network for the fractal landscape. +First use {{< meta links.r_watershed >}} +to compute flow accumulation through the landscape. +Then use {{< meta links.r_stream_extract >}} +to extract a vector stream network. +Try different `threshold` values to experiment +with the minimum flow accumulation required for streams. +Calculate the hierarchy of the stream network +with {{< meta links.r_stream_order >}}. +Use map algebra with {{< meta links.r_mapcalc >}} +to estimate the depth of gullies by scaling +the resulting Strahler stream order raster map. +Use a negative scaling factor. + +::: {.panel-tabset group="language"} + +## Command line + +```{bash} +r.watershed elevation=fractal accumulation=accumulation -b +r.stream.extract elevation=fractal accumulation=accumulation threshold=1000 stream_vector=streams stream_raster=streams direction=direction +r.stream.order elevation=fractal accumulation=accumulation stream_rast=streams stream_vect=streams direction=direction strahler=strahler --overwrite +r.mapcalc expression="gullies = strahler * -5" +``` + +## Python + +```{python} +# Compute flow accumulation +gs.run_command( + "r.watershed", + elevation="fractal", + accumulation="accumulation", + flags='b' + ) + +# Extract stream network +gs.run_command("r.stream.extract", + elevation="fractal", + accumulation="accumulation", + threshold=1000, + stream_vector="streams", + stream_raster="streams", + direction="direction" + ) + +# Calculate stream order +gs.run_command("r.stream.order", + elevation="fractal", + accumulation="accumulation", + stream_rast="streams", + stream_vect="streams", + direction="direction", + strahler="strahler" + ) + +# Scale raster +gs.mapcalc("gullies = strahler * -5") + +# Visualize +m = gj.Map(width=800) +m.d_rast(map="fractal") +m.d_vect(map="streams", type="line", color="white", width_column="strahler") +m.d_legend(raster="fractal", at=(5, 95, 1, 3)) +m.show() +``` + +::: + +![Stream network](images/gullies_02.webp) + +# Relative Cut Operation + +Use {{< meta links.r_earthworks >}} +to cut deep gullies into the stream channels. +Use the exponential growth and decay function +$z = z_0 e^{-\lambda \sqrt{\Delta x^2 + \Delta y^2}}$ +to model the steep slopes of the gullies. +Set `mode` to relative, +`operation` to cut, +`function` to exponential, +`raster` to the raster map of gullies, +and `rate` $\lambda$ to a value such as 0.1. +Save an output `volume` raster +to visualize volumetric change. +This may take a minute to run. +For faster results, try setting a lower resolution +with {{< meta links.g_region >}}. + +::: {.panel-tabset group="language"} + +## Command line + +```{bash} +r.earthworks elevation=fractal earthworks=gullies volume=volume mode=relative operation=cut function=exponential raster=gullies rate=0.1 --overwrite +r.colors map=volume color=inferno +``` + +## Python + +```{python} +# Model gullies +gs.run_command( + "r.earthworks", + elevation="fractal", + earthworks="gullies", + volume="volume", + mode="relative", + operation="cut", + function="exponential", + raster="gullies", + rate=0.1 + ) +gs.run_command("r.colors", map="volume", color="inferno") + +# Visualize +m = gj.Map(width=800) +m.d_rast(map="gullies") +m.d_legend(raster="gullies", at=(5, 95, 1, 3)) +m.show() + +# Visualize volume +m = gj.Map(width=800) +m.d_rast(map="volume") +m.d_legend(raster="volume", at=(5, 95, 1, 3)) +m.show() +``` + +::: + 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