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XVVRRF29vb3+mgiMfjRXQfH3E3hUKhI3v21q1bc3NzoVCoQP94Op32+XwwpBkOhwmCKLCHCSxNzWKx4NUUMZlMmUyW931ne3t7c3Ozt7f3NNHCq1PncDhnsCUWi62trWUymfb29vMGlJhMJiRfEwCoyE+TZjqdzmQyqVQKx3GSJDOZDIqi4XCYw+FwuVyapimKYjKZBEGAuAJN0wKBIHvN5PF4TCYTlMKn02nwM4Ig4Gculwvc/cBOJAiCIAipVCoWi3k8HofDYbPZQqGQx+PxeLwTe6ew2WxIixyscHgMP6/nEEwNXllZmZ+fb2lpOaMwmsfjwesFxuVyT/SrtLS0TE1N3b59u7KyshAfBSSnjUAgKNyZ/kfn/TAajW63+9GjR5eq5DqdTm9sbPj9/tra2sbGxkt4x7wAQFEUQRCgSWOxWDKZBN1XwDBfkUgEnH1Aw/L5fB6PBw5UJpOZx7ENFD3jf4cFg15OJEmCabDxeBzDMIFAAAgAfbWkUinQRFKpFMZ83svvCdnY2Njf36+pqWlqaoJkzeRtt87NzTU0NFxCZ+al9n4kk8mlpSVI894zmYxer+/u7j5vlziDwYAgyMDAwNlDjGZnZ9va2mCYBpFIxGKxPHz48IizxWQy6XS6/v7+vGtYCIKYmpoaGBiAwXCSJCcmJp48eVJEdwqKorFYLBaLkSS5vr4ul8s1Gg1N0yDYVVNTIxQK+Xw+l8stJGPS7/c7nc67d++eaLcCXcNms09bD2C2HrDZcRxHECQQCAQCAeBX4XA4KIo2NDTIZDK1Wl1Ed1k6ndbr9Y8ePYJ0Zo+NjfX29p53+7BYrFu3btXV1ZlMprdv37a1tR2fLO7xeDwez4kMLxxAEmF3d/fx/1KpVP39/VNTUziO55EBwWAwEARZX19/8OBB0Xm+vb2dSqUK9KTD0tRcLheSrwqsmIqKinOZURRFTU9Ps1is/v7+d9oCZWVlhXcKPRH4fH5ZWdlhDTg7O5tMJu/fv1+gl43FYhVy9XvnZTyP+QPH1X0wGPT7/cC9K5VKRSIRi8VSqVS3b9+uqakBFnRxKReJRIUkJgMnCZfLPWJBZzIZ0KXP4/EgCBKPx00mk0wmE4vFZWVlSqWywFQEsMLhXa0qKyvzplAsFt+/f9/r9S4vL3s8njt37hymUywWw8sEFwqFh7fPEZBIJE+fPp2cnDQYDF1dXXmorPLychg8VygUhSeh/lF4P0iSHB4e1mq1nZ2dl4qwpaUlFovV3t7+h+ruoGk6FAo5nU4EQUAbT4lEAnTZ5W/kdt47jd/vDwaDiUQiGo3K5XKJRFJSUqJSqfh8/h+kfEmSNBgM4XC4u7v78gzkpChqdnaWJMne3t5L5Z8p0PsBq5ocRdGhoSFIyDOZzNDQUO5tZUwmE5hRm+PzIyMjiUQCBuXBYHBkZAS8Ahgp/c55zLlrilevXsFTQy9evMh9A4fDYavVOj8/PzExsbGxIRQKb9269Sd/8ie9vb0gWHpETb9586boTd2yl/Hp6WlIbIlGo6Ojo//vcsrhVFRU3L59u7e392tf+xrIf3e5XJOTk9PT0/Pz89vb29FoNMcC8VQq9ebNG3jV5K9evSq8fJ/NZj948KC9vX1ubm59fR3k4TgcDngMPzg4GBsbe+d1pLe3VyKRDA8Pn6vzVCKRGBkZgcFzi8VSeKeHE2xql8ul1+tbW1tv3LgRi8VevHiRh01NkmQ8HofUrRxMEshxSgiCIAaD4Vw+1kgkIpPJYBzIYEoIhmHr6+sqlaqIA85pmg6Hw5BMm1yQgwwqv9+fTCbT6bROp5PL5Wq1Ohd3fzgchlT5AvJGICWuEASRSCTeucjj8XgwGIzFYuFwmMfjAQ+JQqE4IyYJJgnAG90QCoVUKlWxLP10Om0wGDAM6+zslMvlkObgAPsGRdEcC4LMZrPH4+nr6zs7KHUBKiuZTFIUlUfc6x0Rxf/8z/9Uq9XPnz//+7//exaLlZ84QTURvHuBQCDIZWOjKDo4ONjX1wcDeX5ssdvtfr//1q1bx6MxBQLUBmMnqhWgwUOhUDgcxnGcz+eXlJQ0NDScd6MKhUJIDD8jWlgUaeaSASKTybIpd4Bdu7u7BEHweDy1Wq3Vao9rhxwxFyLNIjpkeDxeb2+vw+FYXl4uLS09PE+ruAAKIHN8uKWlhclkTk1N9ff35xJ2gsfzvEPih43FE6rJNzc3Z2dna2tr79+/T1HUy5cvnU6n2Ww2mUxra2uhUMhut8vlcg6H8/bt2/r6er/fv7KyUlNT4/P5JBJJIBBYXFwsKyv79NNPQWBkcXExkUhoNBrQC1wkEq2srIRCIZ1ONzk5yePxpFLp7u4ul8vl8Xjb29symWxnZ0csFqMoOjs7W11dTZLkzs6OWq1OJBJer1ehUPz85z+PRqN1dXVGo9Hr9ZaWlvr9fgRBJBLJ3t4ei8USCARTU1ODg4P37t3DcVyj0ezs7IhEIiaTCVDhOD42NlZdXR0MBpeXl2tqalKp1N7enlqt/u1vf8tms7VardVqtdlslZWVi4uL8Xhco9GAd9zd3QVpthMTE0KhUCQSDQ0NlZeXc7lcm80ml8spirJarRqNJhKJzM3N1dXVeb3e4eFhh8OxsbFx9+7d6upqt9vNZrOtVqvb7S4rKwN3RrlcDkbZCwSC7e1tsVjM4XAGBwdLSkpAdgeIBW1tbWk0GhRFXS6XUqn0er3BYPDzzz8XCARlZWWgCBWwcXNzs6qqamlpCUEQtVo9PDwsl8tFIlH2FUZHR0UikVAoHB0dLSsrSyQSc3Nz1dXV29vbarUa0F9bW/vjH/84nU5XV1ebzWa32w0StjY3NxOJBCgS6+vr83g8Op1Oo9G8fftWo9EIBAKbzaZQKEZGRtRqNUVRk5OTNTU1fr9/cXGxrq4OQRC3261UKn/1q195vd6GhoatrS273V5eXj43N5fJZJRKpcvlAil6CwsLIF2EJEk2mz0xMQECvxaLRavVplIp8BcEQWZmZurr63d3d7e3t0Ui0fj4uFQqlUqlDodjbW2tpqZmdXU1FAqBy41UKrXb7SwWi8/nT0xMcLlcmUw2MjKi1Wozmczk5GRtbS1FUYAbiURiamqqrq7O7/cvLS2Vlpb++7//O4iheb1eqVSapX92dpYgCKVSOTo6CmKnQJpSqXRjY6O5ubmiomJ2dlYgEIBCp3Q6HY/HDw4ONBqNxWJRq9WffvopSZKVlZULCwsIgmg0Gq/Xm0wmJRLJyspKJBLRarUTExM8Hk8kEo2Njel0Oh6PBz5LkuT4+Lharc5kMk6nE0VRo9FYXV0di8X8fr9CofjZz34WDoevXbtmMpk8Hk9paen09DRJkkqlEsxEFwgEMzMz4BXGxsbA0Wu321Uqlc1mU6vVGIaNj49XV1dHo9G5ubn6+nqQEhOPx9+8eSOTyTQaze7urtVqraysBDlXGo0mu9+3t7elUuns7CyHwxGLxaOjo6WlpTiOj4+PX79+PZVKge9CEGR0dPT69esOh2Nzc1Mul//oRz9SKpUajebg4CAej0ulUqPRSNM0cL8oFIrR0VGlUikQCLa2tm7cuEEQxJs3b0CrnMHBwYaGBp/PB/Y7iqJOp1OlUgGVVVpa+pOf/AQcYD6fT61Wu1wu0KxqYWEhHo9rtdrJyUmBQCAQCIaGhqqrq9ls9vb2Ntjvw8PD5eXlyWRyenoaLD+r1QrmosVisenpaVAQtLq6enBwUFJSMjMzA2ogsqpPr9en02mj0Tg5ObmxsbGxsWEwGFQq1f87+ej/P6RSqX/+53/+4osvvve970UiEQRBfvzjH/t8Pr/f7/f7fT5fJBKJRCKZTIaiqFAoRFFUKpUCDrhUKkXTdDqdjkQioNwgHo+DSawoitI0jeN4Op2maTqRSCAIApwY4FMYhhEEQdM0uCmgKAoqHSKRCKg6SyaTIGUKwzAw8RZ8KYIgiUQCfHsWFUmSKIr+9Kc/XVpaAglhADNJkllUwJ16mH6SJMF/IQgCviWZTMZiscOvAL4imUwCarP0h0IhkiSz9INXoGkaTH6jaXpubu6Xv/ylw+HIMgHHcZCoC+iPRqM4jgP6QcUdIBjYrSBXDBCcfaMsN1KpFIZh4XAYoAKpwYfpTyQS4NXC4TD49izDI5FIKpWiKCocDh/mOXge/ApQRSIRl8s1NDT0+9//fm5ubmtrC/ANx3FARvYVwuFw9hUAZlBPCDCnUimAM0t/PB4Ph8PgvcCaicVi4L+y7IrH48lkErhWgOwAcwArsn/JZDIAFYZh8XgcCAJQheM4IBgsPwzDjjD8MP2HGX54+QHk2TUTDofBSs4y/Aj9oOjmsDSzfwFPEgQRCAS2trYmJyd///vf6/V6v98PMBxfe2CxJRIJ8Bew/CiKikQiQJooigKCwSbNVmkCajOZTJbhQASHl1+W4VluZF8BiA8w4cj2ye53FEUBVVar9Te/+Y3JZMJxHCDPvkJ2v4CFARieXXsEQYRCocM7MfsXHMcBN8ARCxY5QIUgSCqVOszww2uPpumVlZXXr19n6czKDjDnuMrCcRz8/fDaO8JwoPoO7/fjyw9YFSBJP5FIZHdiVvVllx+QHXiFaDQK9O3BwQFYEkAzH/VTp1Kp73//+7W1tQcHB3/3d3/HZrOfP3/+rW9966sVM8Vx/MWLF83NzZehG0AymZyZmQGNgL+iwehwOLy3txcKhQQCQW1tLbwsxj9ySKVSLpdrf39fpVI1NDR8dedhYhim1+tpmu7p6YHnfcodjEbj/v4+cPh+hWBzc3N7e/vk3A8+n/8P//APjY2N3/72t+Vyed5tVVOpFLx5TiRJms3m02jDcfz58+c3b97MW01bLJZidT11Op1v3769du3agwcP2Gw2giAWiwUST9bX14uLE0VRi8UyPDxsMBhsNltvb29fX191dXXR1bTJZILX9RTePKdkMllcafL5/GvXrvX09DCZzNevXw8PD9tsNhhDLbKpGjBildvb20KhcGBgoLy8/M2bN0Xs+p9IJPJrTNra2qrRaJ4/f37GMsNxHNLezLvr6WEZ/aHlUyeTSWBNt7a2vndiVlZWfD5fd3c3pBwYeBAMBsFxpVKpamtrL0+27B8V+P1+u90ejUYlEklVVRWkrmFQ4eDgwGAw1NfXNzc3v3di9Hr9wcHB1772ta/KjfAiqsmB/wVSNgJAfjx+jSDImzdvClfTGIbx+fxCshFwHJ+fn2cymU+fPj28u0iSTKfTMELMxWJ4KBTa39+Px+MNDQ1lZWVZJoAuHPDO1+JmI2QBuJshpSEBnzs8aZaUlIBIstvtdjqdm5ubOp2utra28L7VF8ZwnU737NmzmZmZeDx+586dAlVkgdunu7tbr9cPDg5+9NFHxymBJ03g7C7QC8SCt/fgJcATBDE9PX0kdR9BkMHBwRs3bhRuTc/OziIIUogpBEoi+/r6jhhBkUhkdnYWEk+yVRj57YH9/f2pqamVlRWRSNTT03O4Xr9A5O+EycnJIo7HPmLTLS4uQiI7FovNzc3BwJxOpycnJ8F9l8Ph1NTU9PT0PHz4kMPhLC4uzszMeDyeQvCPjo5Ccjd5PJ4jDBcIBE+fPhUKhSMjI5FIpBDk4XB4fn6+EAzd3d1arfbt27fHC39QFJ2ZmYFR+bKzs1O4KxiW9wNEVOEFE1KpFOhpmVXTQ0NDjY2NRZkpnk6nuVxufhaH2Wy22+0dHR0npktTFAUSaWFYYfkxHMOwvb09r9crEAhqamrKyspODHumUqkLk2ZxzV5IDH9f0gSd3x0ORzqdrqqqqq2tzYMAeNIkSZIkyRNJ2t/fNxqNTU1N165de78M1+v14XD4gw8+OGxZg9wYGNIEqR153Ccuopqcoqh4PA4VefaMSafTw8PDDQ0NRVHTDAYjHo/nEW8hCGJubs7n84FYymnPQGILyPI5r4Wi1+snJiZwHL97925PT89pwxlAUhE8m/qwNItunBZyPXqnVoInzdMwc7ncmpqaR48e3b59OxKJjI6OLi8vn7f5QSwWK9b4wdwZDsi22WwrKyt5q61AW/YAACAASURBVLyitHno7u5WqVRv3749zAR40gRpfwUigaWpMQzLWx657JCVlRVwfaNpenx8vKGhoYghxLW1tfNyNpFIDA4OCgSCJ0+enOHPjcfja2trkHiysLCQ+xV1fHzcYDAoFIqBgQFQBHw2coPBAE9TLy0tFd6G4rTTCN7oWARBIEkzk8mAUoAzntFoNPfv3+/v7+fxeFNTU5OTkwcHBzniNxgMkHI/AoHAGQyXy+XPnj3DcXx4eDgP90ssFivW5GXQVWpmZuawylpbW4NhMTidzsKnAH/lcz+mpqYEAsG9e/feIw0Oh2NlZaWtrQ3ScKwigt/vBzVdTU1N8LqkXsEFAxifZrVa2Wx2e3u7Vqu95ARvbGwkk0lIbaxzh4mJCZFI9H61x3v2fuA4vrq6Cgk5QRBGo9Hn801NTVVVVRWd0evr67kksdI07Xa79Xo9giAfffRRLmo6Ho8XPes5a/aeFjpDEMRut6+urq6srGAY1t3d/cEHH5xLTZ+BvCiwsrICz6aGlCTLYDBAlTYkm3plZSV3+47JZNbX13/88cf37t0DHfHX19cdDgeKoic+v7i4CCmiCIaFv/Ox5ubm0tLS+fl5v99/LpvaZDIVkdq+vj6pVDo9PQ2KD9fX12HY1C6Xa3d394/UpvZ6vWtra++c3gIPgFeay+V2dXVB6i5UOPh8vu3tbZqmq6urIU0fvoLLCSRJ7u3t2e322tra69evX04i0+n07OwssGrfYwvveDw+NTV17969AofSfiVtajDgA54CGhkZefjwISQ1HQqFzrY4UqnUyMiISCTq7u4+l5pOp9OhUAjS/TcQCBz2coyPjxuNxoqKit7e3gLVNE3TuftA84BgMAgpwAV6jEAiO5PJQJImRVEFbh82m339+vWBgYFoNDo1NRUOh49YvpBCuBiG5c5wHo/36NEjiqImJiZysfHT6fSRFykKyGSye/fuzc/Pu1wuGDwBU4EKRAIx96PwcOdpNyC9Xt/c3AxveDOGYWcoDgRB3r59W1VVdefOnTzYAqM4GChTwPB4PD49PQ2axj19+rSurq4o1gokaWaRQ1Ic2bHlkBY5bGkWCGw2u7OzU6vVzs7OTk9PZ3GCfkOXgeFsNru7u1uhUAwPD79zmgRJkpAYrtPpmpubR0dHYeDPZDKFD8r4ink/UqnU4OBgW1tbbW3teyEgmUwODQ21t7e/LwLOhtXV1f39/aampoaGhj/OAedXcJoCtVgs+/v7l6Sw+zhYLBabzTYwMCCVSt8XDTs7Ozab7cMPP7wk/syL8H5kMpnCnejHT9SxsbHGxsba2tq9vT1IaUYMBsNut59WMre2ttbT05O3msYwzG63w6A5Eol8/vnn6XT6448/bmxsLK6aBg2a4a3I3d1dSNJEEMTpdEIiG8dxSNIkSbK424fD4bS2tg4MDASDwTdv3sCL9sfj8fx8CE1NTR0dHaOjo2fEGFEUBd3bYQCoU9fpdPl1UzoDgsFg4W2q3qGpmUxmfns+k8m43e7ivvDMzIxOp7t58yZBEC6XC5Jnk8FguN3uEzW11WqVSCSFpEDhOF50tjAYjFAotLCwUFJS0tXVBcN3T9M0vB3CYDCcTickTY2iaBF7uR2/4RVY1X2GpnY6nUV3UIjF4r6+vo6OjvX19ampKRiFHolEIm+GV1VVPXz4UK/X7+3tnbZ9IDEcaGq73d7Z2en1eouLORqNFh60+8p4P+bn59Pp9KNHj96jYyEQCDx+/PhSNeLCMGxjY+Pg4OCr2LHvCt4jbG5u2u320tLS5ubmS9WiLxqNzs7O1tXVNTU1vS8fCIqibW1tfxTeDxzHcy+Zy4XiWCzW09MDfiUIYnFxEVIGLoPBWF5ePhzPoWl6dnY2kUgUrqZjsdjS0lKx7NzNzU0w7ujp06dSqVSv10NiCEmSkBpLATAYDJCkGQwGIaU8A/ux8JnTp11JDQYDvNnker3+5s2b/f39BEGMjY0VXkGXBb/fX2DKM6ib9Xg8x4uco9EoPL9NMplcXl6mabq2ttbr9Z5m1+cB+/v7hTdJh6WpmUxmsZpk+nw+l8vV19eXdfMD5PAiZkcGsI6OjqZSqZ6ensKtaTabXRS2HBwcDA0NBYPBBw8etLa2gvZG8EaEQEXOYDDgSZPD4cCbvFwsaZ62feCtcJFIRJKkUCi8e/fuvXv3XC7X8PBwUdIZuVxu4QwXCoX9/f0Ighw5CNlsNrxBwCwWC/CczWb39PRsbm4WKwWTx+MV7pO87N4PBEEmJibu37+v0WjeCwFv375lsVhPnjy5PKkUy8vLfr+/ra2toqLi6hZ/BUWBvb09o9FYX19frDZnhQNFUdPT02KxOI902MLB5XKtr68/ffr0PU4XuwjvB4qib9++LfzSrdfrGxoajqjpTCYzPDwMqaMxMKJBP7C3b9+CaQDFUtOhUKiQRs/hcPj169cYhj179uyImiYI4ssvv4TEEIIgXr16BW9FDg4O5pFwCkajguZtABKJRCAQCAQCwWAwEAi4XK6FhYUXL154PJ7A/0IoFAJTRxEESafThcSlo9Ho2NgYDIaAbFR43o9Xr14dcTfV1dV9+OGHkUhkZGSkkH51DofjcNujAo3cR48eoSiadRgGAoGJiQlIPEkkEqOjo1meV1ZWVlVVFaUx2ebmZuHt6mDNfOHz+YUfzouLi2KxuLGx8fits6WlhcOBRXxLSwuPxxsbG2OxWE+fPi0iZolEkl82K03TZrPZ4XA0NzefmCPIYrFu374N75rf3t4OT1O3traeIU2CIMAg6nQ6nUgkwuEwm80G3YQTiUQ6nVYoFEwmk6ZpJpPJ5/OzjVtZLBaXyy0rKzs4OKAoChy3JEmCmdaglatQKBQKhQKBAIyalkqlYrFYIBBwuVw+n38Y24k+BEhRL5BUB+8a197efvy9BALBo0ePtra2RkdHb968eePGjTwwq9XqIjoomExmX1/f5OTk8vJyZ2enTCa7efMmJJ4IBILm5ubDPG9tbR0dHTWZTAWqsrKyssJTmy6v92Nvb297e/vJkyfvZZ739PQ0l8u9f//+ZbgGRqPRxcVFPp8PKQnvUkEqlcIwDMdxBEEikQjowo4gCJ/Pl0qlQHVKJBKRSAQ0aYEHdjqdBscAiqLgIgXs9Gg0SlGUTCajKIrH4ymVSqDBhULhV26Y4XkBQRCDwcDhcO7cuXMZ5qNTFDUzMyORSDo6Oi74q0Hv+87OztLS0vfr/eDAe0OXy1VfX5/fxzEMM5lMAwMDJ6ppkiQdDkd1dTUMJU5R1NTUFKReiBiG+f3+cxXObGxs7O/v37hx42xmUhS1u7sLqRcPRVE7OzsNDQ0wkCeTydXVVaVSGY1GwUQPFEWFQqFCoVCpVBKJRCqV5j30L5FIRKPRqqqq0x7g8Xg8Hk8ikRyf6guKxePxeDKZBJm8mUxGKBRmMhk+n6/RaDgcDoZh+dme7/T72e32+vp6SGb19vZ2fX39aZV4EonkyZMnZrN5fHz85s2b5xrREo/HY7HYGQzPzw3S09Oj1+unp6dramqKi/ywyvJ4PDU1NYd5zuPxurq6ZmZmnj17lvehFQwGCYIoUNfD0tQcDqeQGCBIQZdIJKdJTq1Ww6j4BAl5QqEQUstaLpeb+5zvRCKxsLDAZrP7+/vfmWPAZDLhdSVmMplFbDMGxtNEIpF4PB6NRlksViKRkMvlVVVVAoFAIpEUMVtDIBDknWbOYrHEYvGR/ZlMJpPJJNDgwWAQRVGv16tWq3U6XUlJSRF1k1arhef9yAV5S0tLZWXl4uKiz+fr6OjIMctFIBDA2JgsFqu7u3tiYsJut0PS1Gw2W61WH2eLRqNpaWkByjq/V5NIJIWX6V1S78f8/Px78TxMTk7CU9PnApvNZrPZGhsbL23LyvNCKBTy+/2gr5hQKORwOFqtVi6XSySSr65Lh6KoUCgUjUYDgQCKokqlUiaTabXaP5gqJJqmTSaTw+G4ffv2ex89QdO0wWDgcrmdnZ0X/NWgWKG7u/t9eT8g5n6MjIzk91mj0Xi2eZLJZEZHR4ue+zExMQHU9MTERFHGtZ2orcbHx9/5mMFgsNlsvb29uavpTCbz5s0bSNIkSfL169f5fTYSiRgMhsHBQZPJhON4ZWXlgwcPHj58eP/+/fr6erVazefzc+mjlh94vV5I48MZDEYsFpuentZqtQ0NDd3d3d3d3aWlpclkcm1tbXBwcGlpye1252dMpVKp4eFheLkfb968ybHUiMlktra2dnd3r66u5tL13+l0wqvACoVCmUwGwzAYcy0SicT4+PhpPO/q6kIQJL9ymK2trcKnuLG/+93vHt9aiUSCoig+n59KpaxWax6FlSwWSyAQ5NGY1O1222y2zs7OMy4aIMQvl8uLeD2cnJwUCARdXV3AOSWXy2E4wUF2/RndwjAMGxkZEQgE/f3953ICZHkCyftxXuRgWZvNZrfbXV5e3tLS0tDQUFZWJpVKj48hBwyHcWsGxSmnudEKl6ZAIADSBCySyWSlpaW1tbWlpaWpVMrtdptMplAoBGaB5x6KZDKZAoEAkjQBw0HCTI7Pi0Si2tra5eXlioqKs/cFVIYzmUyJRNLU1LS9vR0MBk+bK523NIVC4WkqC3gXDQaDWq0+b7kTh8ORSqV5FEkFAoFoNAqS3456P2ia/s1vfmM0GjOZzPe+9710Ov3ixYtvfvObF2PtJxKJycnJi69zWVlZQRDkPTYVAeDxeBYXF0HP0q/oZTkcDrtcLhCF02g05eXlJSUl77FoCKTuvV+eOJ1Ov98fiUT4fL5Sqayrq4OkyGCDz+dbWFjo6elRqVTv3Q0yPj5eUlJywR1cfT4fGDV1Mfk/VqvVarUC78dRm5rJZLa0tAAH3P379wmCGBoaCofD29vbVqvVYrFEo1GXyyWVSjkczszMTFVVVTAYtFgs5eXlwWBQJBKFw2GTyaRWqz/77DM+n19SUmI0GpPJpFKp9Pl8BEEIBIKNjY1oNKpWqxcWFrhcrlgsdrlcTCZzfn6ex+O1tLTY7XahUIhhGDjGSZLc399XKpUoigYCAalU+otf/ALDsKqqKqvV6vf7tVptKBRKJpMikQig4vP5q6urmUxGLpfbbDa1Wu1wOEC4Y39/X6FQpFKp+fn5yspKo9FoMBj+/M//nCAIp9OpUCj++7//G4T+7HY76GJjNBqBFxK8o9Pp5HK5XC7XYDDw+XyhUAj6/HE4nP39falUStO03W5XKpWxWGx1dbWystLtdu/s7Egkkjdv3qhUKrFYfHBwwGKx9vb2AoGARqOZnZ21Wq29vb08Ho8kST6fv7+/LxaL2Wz29PS0SqUCwwxLS0vBp5RKJYZhPp9PLpcfHByEw+HPP/9cKpVqtVoQrJNIJA6HY2dnp6yszGQyAfpnZmZkMplAIHC5XBwOh8vl6vV6kFA8Nzen1WpRFF1dXS0rKwMMB/SXlZV9+umnDAajvLwcrAG1Wn1wcAAaRYK1kUwmX7165XK5SktLfT7fo0ePampqYrGYWCzW6/VyuZym6YWFhYqKimAwaDKZKisrk8mk3++XyWSff/55NBoFzWzdbrdOpwOz5+Vyuc/nAxkXYBUhCELTNJvNnp+f12q1HA5nZ2dHpVJlMhnwFxRFV1ZWqqqqnE6n0+lks9ljY2Mgx87j8WxublZUVIBXALmAYrHY7XazWCwejwdS0yQSydzcHMC5uLhYUVGRlSaKoouLi5WVlaFQyGw2q1Sqzz77TCaTqdXqQCAgFouz9C8vL5MkKZPJ5ufnq6ura2trgV8ew7Bf//rXsVgMOEnq6upAu4nKykqQXgKWq0Kh+Oyzz9hs9uG1FwgEcBwXiUQbGxuxWEylUgGnrVAo1Ov1KpWKx+Pt7OwoFAqKoubn55VKJUEQXq83mUxardby8nIEQQKBgEwm++lPf5pMJqurq61WK1h+S0tLICvR4/HQNM3n85eXl4EI9Ho9uDfE4/HKysrf//73UqlULpfPz8+XlZXF43HA8N3dXb/fn8lkJicnVSqVSCRyOBxg+6yvr4NXWFhY4PF4YrHY4XCIxeLl5WVgg4O1h+O4wWCorq4GnTjlcjmKovPz8zU1NR6PZ29vTyAQfPbZZxqNRqVSCYXCyclJrVYbDAZJktza2gL0z83NyeVyPp+/t7cnlUqZTKbBYJBIJGw2e2ZmpqamJhgMms3mioqKZDIJtg9QWSqV6mc/+xnoGBEIBA7rK6PRiCCISqXa2dnBcdzhcHg8nvLycqBMpFIpRVFzc3M6nQ7DsKWlJbD87Ha7SqUKBoMHBwezs7PpdFqn01kslnA4DBjOZDKlUqnT6eRwODweD+grq9W6uLi4vb29vb29tLQkk8lActEJ3o9MJvPFF1988sknarU6lUptbm7euXNH9b+gVquBnDgcDk3TIHLC4XBkMhlN0zweD2wklUql0+lkMplEIqFpWiwWC4VC8ACXy6UoSiQSiUQiUGsArsMmk4nH47W1tYH4EtCqLBYr6+UAGfXgyqnVamUyGfhSoVAIAvTghcE643A4FEVJpVKBQEDTNPiubGAaoGKz2aFQaGdn59GjR+CmyWQyhUIhQA4+CNJ4j7wCII/NZoPFweVyaZpWKBQsFgt8yxGCgZ7icrkajUar1QoEAj6fn+UGePdkMvn48WO5XA4WB2AvIJiiKIVCAW6dR7gBrskAVXV1NWD4YVbweDyQFJylXy6XA4Kzr5D9C3gFFoulUCgAYwH9SqWypKREIpEAhkskEqFQyGazMQxzuVxmszkUCqnV6vr6+nv37pWWloJbJIfDIUkSkKdQKEDis0KhAOQBhgNplpSUSKVS8KV8Ph+smazsAJeACADrsqgAw7P3yiP0c7lcnU6nVqsFAsFhboCPCIVC4JE4vGBkMhmPxwM8YbPZTCYzW1aTZTigHKQKaDQamUwGll8WFYj1A/opipJIJGD/a7XakpKS2tpajUYTi8V2dnZAnSRYcuClwCtLJBKwfQ6vPQaDAewDIE2RSHSc4MPcACIAHOZyueDFDzMcLEuBQCAWiw8z/Mj2AcgBeTqdrqysbHd31+v1lpaWajQagBMwnMfjabVajUaTZTjYPoAJYPkBgsH3Hv4VyA4wPLuwwQ9KpZKmaZBOplarFQqFSCQCNU3r6+tCobCkpARk2QOcWe0EGviAbwH0Z1EBL0d2+2SlKZfLxWIxOP+OrD2RSEQQRENDg8PhSKVSwCkBvgWskMPLD6wHID6NRqNUKoVCIfhVJBJlGQ70QHYnAmUokUiAsiVJkslkAk19Qu7H6Ojo0tLSP/7jPzIYjGg0+uWXX+bh/QBzdHK/5R0cHCwtLX344Ye5eIdpmkZRtPArZCQSmZmZ6e3tBZw97ISRSCQwbs2ZTAbH8cN+6kgksri4qNPpCqwwBOUhkOZl0DSdSCSyLjzQPdnn82EYJpPJampqCvRWJRIJSJSn0+lMJgOpfIMgiFQqVQhyr9frdDpxHOdyuVVVVRUVFWDVURSFoii86SfxeLyQ4XYkSQKH4Z07d44QmUqlCIKAxPBMJpPJZA47fA8ODpaXl588eVK4O4IkSXDHeueTGIZNTU3dv38/x0AChmHZgydv78cJMRydTvf1r389+2t+wWscx3Pvk0mSpMFg6OzszDGIRxAEuE0UuFhnZma6urqOqGkGg2EwGCDlfsRiscOdBMLh8NTUVFNTU+GF4ARBTE5OQtrYJEmCZg7xeHx5eXl4eNjj8VRVVfX09Ny5c6fwoMLMzAyk3I9gMFh4y4Uzoqbz8/OFYCgrK+vq6urq6iovL7fb7W/fvgUhIsBweLkfU1NThbSZZbPZd+/erampGRsbOzJSx+/3w2N4NBo90ogDzD8sykCiZDKp1+tz4blQKLxx48bs7GyOArLb7RsbG/mdTP+fXxpePjVJkrloXtCyuampqaysrOjITwSKomw2WyAQuHXr1nE1DZCDixgM45SiKHBLdTqd4XC4paWlWKMJCuHJGQTHYjHQ1YjBYIhEIplMBlyixT0JIPUMAP09II3Fy0qzWAjBJHUwOFwsFgMvHKSjtyhkYxi2t7cXj8dramrA/oXN8BORb2xs8Pn8wks6z8UWu93ucDhyKbgHxm4ePLmIfGqQ3pfLYzMzM+3t7edV0zabLb+mJzRNT05Ooih63OmRhe3tbUgmXjKZ3N3dzWQy4+PjHo+nvb29iGp6c3OziKSCaTLDw8PAFcjn89vb2xsbG0tLS4se+N7a2iIIAtI1H9KoQ3BxLO54ST6fX1pa2tra2tLSAgJKw8PDW1tbRS8dsFgsRRmHJhQKm5ub7927t7m5OT09TVFULBaDx3AEQU4cetDc3Ozz+QpMsj6vNGtraxsaGiYnJ9+5dA8ODgqfyfeeaxTn5uZkMhnINrkYWFxcTKfTDx8+ZLwnwDBsenq6cMc0VHA4HEajUafTNTQ0nHaeXcEFQDAY3N3djcfjZWVl169fv7TFnDRNz8/PJ5PJR48evZfxdSBvT6fTXaQyYTAYBoOBx+NB6jR5ETY1RVHvnKdpt9uTyWQefSNBgCsPL57ZbE4kEu+sU08kEpAGsAaDwdevX9fW1hZdTQM3RVHsxLW1tb29vf7+/nv37gE1XSzkZ1i+kHyymUwGdMiD5EOAFM/Ibh+NRtPV1XX//n1QQWcymYpiX8diseIynMlkdnd3a7Xa0dFRSDxhMBgEQZwmTSaT+fDhQ5CWepHSbG9v9/l8Zw/JxXH88LS//ACWpsYw7OyiUpDj2dHRkYf7hiAIvV5/3pCIw+FwOp0PHjx4pyvKYDCgKFp0nvh8vhcvXtA0DaOwhSCIqampAh1WRqMRBLIePHhwOLWGJEl44UoGg1F4fPg0CAQC8CbvgRZaMDCn0+nDASupVAqq1ZPJ5NTUlNVqLdCSmJqaguFuam1tLS0tBQnjMNgCEqXO8B09fPgw76laIHf7vAcYj8e7ffv2+vr6Gepob2+vcM8kRO8HRVFnaOHZ2Vm5XJ73VeVs5McBTPl68OBBLuVVoOt8cSOKu7u7JpPp4cOH8Movz8uTw1rebDa7XC6tVtvU1HRicljeyKFSnstVA16ACyrlp0W3EonExsZGMBisr6/Pe44BVGl6PB6DwXD37t2id3TKRZpgVO6zZ8/O6ykqZKmAnpen9Y0COjYPfXIR3g+CIM7o57K3t5dIJPKuBKUoyu/3554+CHxYjY2NOVbBHhwcFNfiMJvNm5ubT58+VSgUPp8Pkso4+wp2Gthstrdv32IY1t/f39XVdaKapmk6P+S53zYguZtwHC/W3NITLd+DgwNIavo0zFKp9P79+w8fPgwEAi9fvtzf388Dv9frLbwP52mWKZgds7KyUsSR59lrXyAQOPuZ8vLyioqK3FOED6usvKXZ2dnp9XpP29qgu+8l9X6kUqnThsmDKQEPHjzI22glSdJsNueuTN1uN2h4luPzGxsbGIYVixUWi8Xlcn3wwQdisTgWi+WXWZkLT87brysQCAwNDblcrp6enu7u7jMqiSiKgudDYDAYRqMRUu5HNBrNJQcpP0gmkxaLBZKhYzQaz7jvKpXKvr6+hw8fbm1tDQ8Pn1cRrK2tQToaQ6HQ5uamWq1+8uTJ6upqcfmTSCRycSO0t7czmUyj0XjeQ31jYyM/9z2bze7q6pqfnz+Rq16vN78D9YK8H6fB6OhoeXk5vHlox2F+fr6rq+u9dOrZ2tpyuVyPHj26VCOdUBQ1mUzRaPTWrVtXA86/6rCzs2Oz2UDaw6VKDkEQZHBwsLm5GdK0ybOPutevX3d2dl7k8l5eXk6n00XsYX1B+dQnnmlbW1s0TReopgmCMJlMOVphwWDwvKXhZrO5KDb1cTWNIIjZbIZkU+di9lIUZTabx8bGRCLR8QHnZ3wKXuEZg8E4OyBTCEQiEXg2NYqikG5ImUxmfX09R/vu2rVrT548YTKZY2Nj29vbuXxqdXUV0iUmFAplGS6RSD788EOLxVIsyzqRSOSIisPh9Pb2rq6uvjMD7bBNbTabC0mJ6ejoiMViDofjyN89Hk/hOeawNDVN08ej+SDfA/SALhByTBUADfOqq6vPi7zwHKbNzU2n0wl64x1WeZBU0okMPwIulwskUT1+/Li1tfVcVWqQcjNgI6coCh7yXHh+MTzh8XgdHR3d3d1ut3tsbOyd/lZIhV3AYji8wqVS6QcffLCxsVGUsqxzbR+lUnnjxo25ubkc/TyFLxUmk9nZ2Wk2m498I0EQhZ+L7/B+xGKxly9ffutb3yqKFPV6vVgsbm1tvbD7yPT0tEKhKHAIfH5q2uVy9fX1XRKnB4IgKysrOI7funXrXOWgV/CVA5fLtbGxIZVKOzo6ijiRskBbeHR0tL29vaam5oK/enFxkaKooliHuX8jn88vipY7h/cDZK7k56A4kvsRCAQikUhR3NM55n6AmEwearrA3A+LxeJ0Ovv7+4+raXjZAmfkfuzs7IyPj2u12mfPnuWnpi8g9wNSKgKGYcFgEBLZmUwGnjTzzhGqrKx88uSJSCQaHh4+fhMHAC/3I5lMHme4VCp99uzZxsbGafTkCLnkfhyBzs7OeDxus9lyUVlFkWZzc7PL5TpcoXOpcz/Amx/e6iaTqYjdiAiCOPsIAf0k85td+07kZ1vTbrf78ePHJ74pTdOQ/INHGJ5d2RMTE6Dg8ObNm4XEVOGRXSDD33nGQEpygIq8wHXC4XBu377d29trNpuP9LqDLU2Kok7kiVgsBvQUoqzzYAsYam6z2cLhMFSeZ0EkEtXV1R3OfDuNJ8X0fhQr92Nvb8/pdPb19V3MBQTM2+3t7b3gMULA6dHf3/9eWh8cAYfDsba2VlVVBakpwRVcZqAoiiAIHo83Ojra3NxcWlp6Sdwg09PTLS0t5w0dFQhut3t5efnjjz++mI1JkuTIyEhbW1uBbL+I3I90Op2NIYCfi+ieBsN4zjim9Hr9jRs38lbTVqsVOdXswQAAIABJREFUx/E8PgV802esBhRFIaUigBzzrCk9Nze3sbHR29tbFDUNMkagnnCQrLxYLLa7uwuJbAzDIEmTIIhCQnCpVOqHP/zh97///XA43NXVtby8DKadHVYBkG4DkUjkDIZLpdKenh5QEJsHcgRB8mteWFFRUV1dfXZ/CxzHiyVNNpvd0tKSzSTx+/35ve9FeD9Iksy6ZiwWC5hPU8S7YSQSOc3RZjabeTweGGmTH0Sj0fOuY6fTubOz09PTc3YIMZPJQGqJQNM0YLjL5RofHxcKhR999FGxeE7T9DsvjwVub0hu03Q6nXueVh76FJI0KYqKRCL5eYRCodC//uu/Pn/+HEyNAqly6XR6bGws6+TNG3kuh8TZDJfJZN3d3UtLS3m01ilk+7S1tSWTyTOy5UiSLGLjqoqKCi6XC3ZNMpksvI8QdO8HGK0yMDBwMWHoSCQyMTHxta997SJLAAKBwOzsbF9fXxFPo/zAYDCEw+GOjo6SkpIrD8AfJ7x69erf/u3fPvnkk7/6q786PMjK6XSazebKysqLT4U6Dl6v9+Dg4IIb/4IUlGfPnkEaHnZc9blcrkKmp1+E9wPDMFB6v7a2dv369eKq6UwmMzs7ezyzkqKohYWFjo6OAtW0Xq/P/QyMx+Ozs7P379/PRU1Ho9Gzr2CFGI+//OUvSZJ8+vRp0dU0SZLj4+Pw1vT09HQhqaygtWk8Hg+Hw77/hZ2dHTDmeWhoyGq17u3tZf8rEonEYrE8HFzHRV/gdK4zpDk9PZ2ffdfT0/Od73znb/7mbw6raQaDUVVV9fjx42AwODk5CU+aHo9neXn5nY+VlZWlUqnzpnWHw+FCmhdKpdKbN28aDIYTGYuiaI7TuXIEmUwGmp3u7u4WXvvDgSQwNptdWlrq8XhQFL1+/XpxkbNYLJ1Od7zr1fr6OhjAWiD+7KDoXHbU5ORke3t7jqEDMLwZBsPX1tZaWlo6OjpgIGcymVCzsEtKSnLpYUaSZDAYBNmfoOokmUzGYjGpVCoUCsE4ajBWjabpTCbDZDJJkhQKhZFIhMFggPgBSNhgsVgYhkWjUYVCAT4LPqhUKsHo61zogSdNFotVUlJyrlydVCoFDBSFQtHb23viMwKB4PHjxyaTaWho6NatWzDaOopEIrVancuTdXV1ExMTT58+zb0Ci8/nF0jzjRs33G737u7utWvXjqpCDker1Ra354REIolGo3K5vPBSI7jej5cvX3Z3d8Pr83kYDg4OFhYW8uh2WIilOTo6WllZefFtDY4AqK3/A8vxSKfTKIpGo1HgxY7H48lkUqPRcLlciUQiFouFQiGPx+PxeGw2m81mn3ePgWq6dDqdSqVwHEdRFFykcBwPBAJyuVwmk3E4HLlcrlQqxWJxjof3e4HJycn/+Z//+fa3v51jvUIgEJienm5tbS26FXUuWFxcBGNiLrInD4qiExMTPT09OU4WLwRisRhQSoV7P2Atvkwm88Mf/rCrqwuGmk6n0+Pj448fP86G7wiCWF9fb29vL4qaHhkZOa3/ZxZomp6enlapVOdS08FgcG1t7enTp0Xk89zcXCaTefTo0cuXL4FQiw6g382f/umfQlotw8PDAwMDDAYjmUyGQqFQKJRKpYAxIhKJuFyuWq1ubm4+cp3P8TK+u7t7oo0J9PuJfjmaprOHRDAYdDqdiUQCWN9arTZrdCcSiaWlpcePHxedITiOj4+Pf/TRR7mosBcvXvz4xz9WKBS5R2VBB+fZ2dlQKHTv3r0i9qp2OBwOh+M0o/4I3L17d2pqanFxMce6h0AgYDabC2S4WCxuaGhYWVnp7+8/zN5EImEwGEAHlWJxQy6X8/n8ly9f1tbWFhgeYH/3u989e8VYrda2trY8Di54mcVMJlMulx/uu7S6usrlcotl28pkMqlUevbyXVpaIgjiwYMH53M2cThKpTIPjXMihEKhmZkZtVr98OFDJpOpUCjO6FxaIMMhIScIIhKJRKNRl8vldrvtdjtFUVKptLq6uq2trbq6uqysrKSkRCqV5reQuFwu0LDnfV8ejyeTyUpKSsrLy2tqaurr60UiUSaTCQaDVqs1EAj4fL5UKiWTyZRKZdFNQhaLBVb4O02WL7744rPPPqurq/unf/qnxsbG3G/lKpWqvr7e4/FYrVadTlestgc8Hk+pVObO8Kqqqq2tLQzDdDpdLtIEh3eBRKrVaofDkUqlDtuRbDZboVAUPdgol8utVuutW7fyIDsQCESjUSBWWN4PvV6vUqlyXzqFgN/vX15efvbs2YXVm1gsFo/H8/jx43M1OSou2O12o9F4+/btCy4iKApgGBYIBILBIJhcV1JSIhQKVSrV2feY4+B0Ond3d3Ec53K5qVSqsrKyoaHhArKMQPQyHo/H43GKomQyWXV19QWXWTEYjF/96lc/+9nPHj58+Ld/+7d5BxJsNtvGxkZXV9f7agiD4/jExERDQ0N9ff1F+kDGx8d7e3svwAeyurrKZrPzKCg57P04VVOD+T35aert7e1IJFJVVQWpMoqiqEAgoNVqWSyW0+nc39+/ffv2eTf52apfpVKdqPcJglhaWhKLxTdv3szDcQku9QXmZrjdbofDoVQq6+rqst4e0AsF0mYDbSjKy8vz9lZFo1EURTEMA+uKx+Px+XyJRCIUCgUCwcHBwbmCOZlMxmKxhMPhsrIylUoFEofT6XQsFguHwwiCtLS0gLgWhmEoikKKlBAEEQ6HpVJpMpkEbnRgDgsEAplMJpPJ8jYdSJIMBALvDCparVafz3f//v3zOv28Xu/hKC6Kona7HUXR6urqAvdsMpkE4YTz7gtQWtXW1nbGtkqlUrFYLBfrOxcIh8Nra2u3bt0CYeFMJhMOh3U6XdFvSOFweGZmpr29vaqqqpiaGkGQ//N//k95efkHH3wQi8Vev3799a9//Vxkra6u9vX1XUAExuv1rq+vf/TRRxd2FFutVqFQeF6OFwtomp6ZmWEwGDn6AS8DrKysxGIxkJOTY1bAO+Hly5fl5eWdnZ16vX55efkb3/iGUqmMx+ODg4NCobCvr++3v/3tX/zFX5zX6VHEk97r9YZCIQ6Hc/PmzeImTVoslsnJyW984xsymazo5/HIyIhCocivW07hsL297Xa7+/r6LizASJLky5cvBwYGis7M4180Pj7e3d19Lu/Kzs6OxWIBmvoEP/W//Mu/eDyegYEBlUpFEMTo6GgqlXI6nXa7Hcw/9Pv9YrGYzWavrKyUlZVFo9Hd3V2dTheNRgUCwdjYWDKZbGho+MUvfiGRSNRqtc1mwzBMJpMFg0GSJPl8/s7ODgjRmEwmDocjFAq9Xi+Hw+FyuR6PRyQS+Xw+Pp+P47jFYtHpdKBRnEwmwzAsHA4LhcJf//rXmUzGbrer1ep0Oq1QKKLRKIZhQqHQ7/ezWCwulwtqlCUSicPhkMvlXq+Xz+czmUyPxyOTyUCzdp1OF4vFdnZ2dDpdJpPx+/1SqfR3v/udQCBQKpVut9vr9Wo0muwrrKysdHR0+Hw+DofD4XCMRiOPxxMIBCsrKyqVisPhAPqB5SuTyRAE2dzcLCkpARWlPB5vaGhIo9GIRKJQKMRisdxudygUUqlUZrOZyWSKxWK/3w/8pB6PRyAQsNns5eVllUpFUdTz589VKlV3dzd4BRzHwZyEcDgcjUa/+OILpVKpVCpjsRiKoiKRyOv1gjm2h+kXi8V8Pj/7Cuvr6wKBgMfjra2tKZVKDMO2tra0Wi34CgRBLBaLVqv9+c9/zufztVrt7u5uIpGQy+XhcDiVSgkEgv39/XA4rFQqzWYzm80WiURra2ugF/ng4GB1dTWHw7l165ZQKDQajTqdLhKJ2Gy2kpKSLP1ffPEFjuMVFRUul8vv96vV6qzsgsEgQRB8Ph+U+GMY5na7g8Hg48ePI5HIyMjIq1evBgYGlEql1Wp9+fLlzs7On/3Zn/H5fDAtgSTJqakptVotFAqDweDe3p5OpwOvgON4JpMRCoUHBwdMJpPL5WZX49ramlwuB4OAS0tLQStBqVSKYZjZbC4pKYlGo3t7e2Kx+Fe/+pVKpQLcEAqFbrc7EAhUVVUhCFJeXq5QKH73u98B/0wsFtNoNGBqlEAgAJzXaDRgHAHILw4EAlKpdH9/XyKR/OIXvxAIBBqNxmq1AtnF43GDwfCDH/xgenr62rVr9fX1RqORy+Xy+fz19XW5XM7lcp1Op0wmoyjKaDTKZDKCIILBII7jdrtdp9Mlk8lIJCIWiz///HOSJMvKyvb39yORiFKp3NjYYDKZLS0tS0tLu7u7DQ0NW1tbQATr6+sikYjJZPr9folEAhZGOp1eX1/XarVghZeWlrpcrlAohGHYzMwMuOh4vV6Px3P4FQ7vd6FQaLFYQFAXrD2FQvHq1Ssulwv2C2D4+vp6eXl5IBBwu91sNvtXv/qVTqeTyWTRaDSZTAqFQrvdTtM0iHBIJJK1tTWpVMrj8VwuFyDbaDQKhUIWi7W6ulpeXh6JRMB+B0LRarUTExOgmPM//uM/RCIRKIEG+gqsPZvNlkwm5XK5yWTi8XhcLndlZQUkCns8HrFYTFHU2tqaWq0Gl4PS0lKfz+d2u+VyeSQS8Xq9a2trKIpyOBwMwyKRiEKhABnWYrHY5/Ox2WwulwsYbrfbTSaTw+FwuVz/l733Dm7ruvLH0XsHwU6CnZJIikUkJVKWqC7bcWI7s5nEyczGM+vsTnbTPcmk76Z5vLNx1rGd4skkcUmi2I5jObK6KFLsIAl2sKIQIAoBECB6fXjv+8f55f0wAAk+NO9+Z773LxJ4uO+9c+8999xzPud85ubmWCwWpFtTkt03CwsLra2tr732GixmMpkMUXIajUalUikUCu6chT/IZDIco8hkMpw96+vraTQasJnBeRC/IOETALEm/IFfifdMimP2hedpa2vb2NiQSCT4YQ3vHL8SR27F95z8R/JdWlpaQNviX1EoFBqNtrGxAR6A+BeBP3CZxD9nQg8wG3B3VcIF+NPGPx58wmAwXC7XnTt3ysvL42nG4l+ZRqMdO3Ys4fN4OSfcBe8k4Xbxo4mLkUqldnZ2Jrxy8l2YTCaCIBsbG/fu3VOpVDKZ7NKlS83NzXQ6PRqNAooZH8F4IeDJSskTI0HUZDJZrVZXVVWRSCSxWPwv//IvFRUVgHloaWn59Kc/zWazMQxraGgwm80IgkA5eQRB4uuZ4ZjrWCyG4yXgDxRFgZkevxJBELgMLsDnPNgchw8fhm/hJxiGwZXRaJRKpVZUVFy8ePH8+fMCgWB+fv7u3bugUBgMBr6OcGkkTLb29nb4HJfJzMzMD37wg0gk8o1vfANmUfycSZg88BXeEgR+7NgxCCHG/xDQ6KdPnxYKhQMDA+FwGH613zpKfmwSiVRQUIAjBZOnX/ywJi8fFEVPnTrlcDg0Gg2cyOOFQyKRBAJB/PKJ7yT+FgkTGxdFwnonk8koilZUVLDZbK1Wy2azjx49il+85zJPsd73Ewvp71VHamtrzWazx+NJXkfx0xI0Lbx+fBgs0fsRjUafe+65np6esbGxz33ucyKR6Nq1a8S9H+Pj4yUlJVVVVRiG5fUIA0DFkydP5uOEC77UhA93dnYUCsXly5ez8eqgKIphWLpxSK/XOzg42NTUlCLkkjFTfTYySRgRoGdmMplNTU1pHScP7Dy+DQ8Py+VyiKOGw+EvfelLX//61wEXPD4+/v777z/33HMUCuXBgwfd3d1gIONlferq6vAM5vv373s8nnA43NbWVl1dffv2bTilhsPhlpYWSAIOh8M3btxAURTWD9R9JpFIu7u7Q0NDsViMxWKFw2Eej3fx4kUURUdGRpxOJ7yORCJJKB5psVg2NjZQFC0qKqqsrExxEN5zNE0m01tvvXX+/Pnsk7APFPjy8rLRaHzooYfSRSzAfpYN7M/tdo+Ojp46dSo58pTWPEkrPqxUKnt6evIUi47FYrDkgYUOt6jS8n4kvjadTv/MZz6j1WoffvjhsrKytHhl/H6/z+eDFMFAIABTP0/u2itXrgBgIB/9wxpOeLWpqanOzs4sne9Op3NgYCCtn+j1esB3p46MIwhy48aNPAkcQZDr16+niBaMjo5OTk5GIpHOzs6enp50vX63b99OK4krxVYXf+BAEMThcDx48CAUCoVCIZ/PF1/fHVJdwKOComgoFMLDnvhlwb83r9cLl+ECAW/b7u6u1+sNh8OgW/1+v9vtDgaDbrcbAozxraSk5PTp021tbcFgcHx8fGJiYr/S9eFw+Pbt2wlWVFlZ2de+9rWc1Mq4ceNGapqrI0eONDQ0XL9+Pd3K/UajEcpIZNyEQmFzc/PExETyE+7s7KS7fIg0gUAgEokmJiYePHiQj8JV6+vrkGF/+PBhi8USPwlTt/iCB7lE6el0OjKZDCdTDMNCoVCeNKnFYlGpVOfOncvHBgsCgvMpvjEMDAwUFxdnU2wFNwoikQjxrVuv1ysUirNnzx6YtZxXgYPOSu7carWCc62qqqqioiJjqEMwGGSxWAQPBIODg0VFRYCdD4fDn//857/1rW/V19eTSKTR0dG//vWvP/3pTzEMe+eddz7+8Y9TqdRAIIAPJY1Gw4HDoVAINC+dTqfRaKFQCF8L+GUoiuJamEwm4w8Jmh3OqgiCAN4jvk/S30Eg+71FOBw2GAx6vZ5GozU1NSWMLz6a4PXq6enJbRCboMA3NzcVCsW5c+eIJ82Dsyj7BDSlUhkKhU6ePJlgnEaj0XxYvuFweGBgoKWlJR9c5tFoFMMwmFEqlcrr9RLkL89XjqLb7cY3fBRFwd+fj2P44uJiulUR0mqBQAAKQcC/8/PzbDY7ezUNUy0QCBCcanq9fnJykoiaxo3EPGlqDMN8Pl9851arFUKgjY2NGaP34p8cgr1ELpbL5RsbG6CpyWRyTU0NLk8ejyeXy8lkssFgYLPZALKOxWJ7ppAkjMKeoqNQKPt9DuFKt9sdD6MmrkSYTGZ9fX1tbe3m5ubCwgKbzT506BDeFWjqYDD4yiuvDA4O0un03Gpqv99P5FHB6rp///758+cJAu8QBAmFQtlr6o6OjoGBgdXV1fj8+LSWT1qNyWTW1taq1ep8aOpIJALBCRKJdOjQoXv37nm93nRRxZTc6lB8sYVCIaVSmQ+todVqaTSaw+HIE8k3iUSamZnBj64Gg8FsNueKMdPtds/OzhK5cmtra2Ji4syZMwTVNIIgearrBisE73xnZ6e/v392drampubs2bPZq2kSiTQ1NUV8NCsqKtxut16vJ5FIDAbjW9/6Vnl5OXx19OjRL37xi4Bl7OzsJJFIDodjcXExT2LxeDwER3Pf5Ueh1NTUnDt3rqioaGxsbGBgAIpJxWKx27dvP//888PDw5/4xCdyjkOdmJgg6NWsqqo6fvz4vXv3HA4HkettNls8MVXGjUwm9/T0rK6uxrtf3G73wsJCnkazoqICGFBz3rPBYMCJHKlUam1t7dzcXCbmUoq2u7v75ptvYgTa9va2VqvF8twCgcCNGzc8Hg/2obRAIPD++++7XC7sw20Gg+HKlStWqxX739Qg1HP79m2dTvc/+yTb29t//vOft7e3k7+KxWLvv//+0NAQ9n9bi8ViKysrV69e1Wg0GIYFg8Gf/vSnb7/9NkSh/2ebXq+/du2a3+//kO9rs9muXbsG3oMPoVmt1lu3bsVisXwP9PXr1x0Ox4FXLi0tXbt2Df7OTd0PDMOmp6fr6+txJyAUpcx58svMzIxIJJLL5QAhypMDBO98aGiovr4+J2ZjvJ86tVi2trZGR0fPnTuXVi5WngSOO9pmZmaWlpYqKyu7u7tFIlGeBE7weh6PJxaLBwYGvF4vj8eDtw4Gg1qtdmBgoKioCM8MisViCILkKekfaqvmqnMymVxQUNDY2LixseFyuWQyWU9PT3Nzcz4meSgUSkvgQqFQKBQaDIYDMxhzK3Aul+vz+QwGAzh/cPhjnkaTxWI5nU4Gg5HbEjfgu48H9mEYptVqD6zPHF/3Izfej62tLYCdx69tOJ/msO3u7jqdzpaWFhRF9Xp9/jinDQYDhmGrq6tUKjW3ZSGDwWBqbmaj0TgyMpKumoZJnCfCQK1W29/fbzabL1++nKdCLpubm+mOZllZ2eOPP04mk+/duzcyMjI+Pj4wMKDX63t7e+PDUH6/32Qy5WmehEKhbJi299PXVCp1d3f37bffhkrceRrTdOnQioqKUBQ90Afi8XhyK/D29nav1wvKJBAI5MM7gXuToS5FunCXA5vT6UwA+dTU1EASXxoTI3vsB4qiAwMDjY2NuLswT+3evXuNjY0fTia3x+MZGRk5ffp0nqrT7beFDg0NnTp1KleVDbJ/nqWlJQqF0tzcnKtE8Hw0n8+HoiiEEEn/NzcMw9577707d+78+te/djgcCwsLTCbzyJEjOT/EZNb8fn9/f39fX9+HUNUoQdONj4+fO3fuwykPoFQqiUOeM24ajcbhcKQOgOWYnctqtdLp9ISYaSwWyy1HqkajIZPJoKaBgDVPHKkwMyYmJg4fPpxzNR2NRiFktOfeMD4+nrGaxjCMYMyHSIvFYlNTUzMzM3K5vK+vTyqV5rDzPQWezWjyeLz9yiFB2aY8PTaUbM1Vb4FA4LXXXvvtb397+vRpFEVpNFpfX19BQcH4+Pjs7GxuT5DgJM3AF9Ha2jo0NBQMBlOcM3IucIlEUllZOT8/H41GcR7tnLdYLAajKRQKzWZzDnsOBALJGGq5XO7z+YgryRxoap1OV1FRkeDzCoVC2TCeJQtxY2MDovmwQqanp4mn5KTb3n333VgsVl1dnfOe3W73nixzoVBoZGTk6NGjGVvTCIKMj4/n6jnn5uYYDMa5c+cg3QZBkCzTGVI3hUKRJyTPzs5O/rAfXq83S+xHwslgYmLi2LFjTzzxBBBEUCiUhoaGs2fPIghy7969HJ7KiWM/kvVLXV3d8PDwfjuHzWbLh8CbmppCodDs7GxOgCX76VOlUolhWHFx8eLiYg5TYPR6/fr6esKHNBqtuLg4BVd6jr0fbrd7cnLyzJkzeT14bmxsuN1uXFPntblcrsnJyQzyaLPZhwYHB0tKSnIC2c6yoSg6PT1Np9PzRMn4/1rqeV5UVLRnhqfRaJydnS0tLf0QDuYHttnZWZ/Pd+rUqQ/zpru7u6Ojo+fPn/8QfCD379+vrq7Oh62WsDeAi3U/hHga3g+8RkkKg7q4uDhZTecwohgOh9VqNRSUwlWbwWDIR0QRw7DJyUkWi5UnMsY9Y1ATExNCoTBLNY2iqE6ny94CvXnzJolESqBkxDAs+85TtAwiisQN1dyeZBNmZvYBLrvdjmfS19fXg5qOxWIJy6e8vPzy5cvBYPDevXvZewB0Ol02AoddfHp6es9zRp4ELhaL5XJ5/s52kUgEH82mpqa1tbVc+VedTuee5yEOhyMUCgnqScqBmiuF0R2JRHZ2dvZER0Sj0VytbaiZF5/SA1opH35qlUoFgakUnrgsd9GEgZmeno7FYtkfF1AU1Wg02fx8dnZ2amqqra0tvlwf/i1e5CgfTavV5k9T5w8tANVEs+lhaWnpm9/85uuvv56wyhAEgeyE+A8ZDMZDDz1UU1MzPDwMNTOz0dRZYt16e3t3dnag/H/CIdtoNOZJ4LW1taurq3kyGiKRCBRQJZFIRUVFXC43VzNnZ2dne3t7z6/q6+sBaZZf78fGxsbOzk66XILpmi0DAwM9PT0fQrgZAonnz5//0NjNbTbbzMzMxYsX/wdZvkgkksfjUSgUXC63o6PjQ6C2+n8NNr/JycmXX345EAh8/vOfv3jxInF0cyAQmJycJJFIx48fz8wVAFVHbDab1+stLCyUSqWVlZXpArcjkcjdu3ebm5sPxAXndne8efPm5cuX8+2cdDgcS0tLJ0+ezDcjCgDn9kzayBn2Y3NzEyrj7CnQnGSTazQasVicoKYRBJmZmcltRBHDMKVS2dLSwmQy5+bmkguh5UonxieS6vX6c+fO5URNIwgCqzeDQXzw4EF1dXVvb+9+ahpF0fylqsPBIpuIosVimZub27Man8PhSLb7cmiwZ5IW/Hc1d/PmTTKZ/M1vfvPSpUsJWjIajU5PT+9nRXE4HCgz0N/fv5+xlqJNTU1dvXrVYrHIZDKomrKwsPDOO++ki4NmMBh9fX1zc3PxuG+bzZY/gQOBQ3Nz856Ol+zPu3Nzc7jMpVIplUrN8swEzWAwpDiS1tbW4rnmKVrm28X29jZkVe1tq5PJ2bMdh8Nhq9W6p2cg5wHMjY0NGo0GKEA6nZ6n7EfgFsFNeCaTmStO6MwEPjs7u729ffLkyQPZWnP1nPnoXK1Wr66uVlVVJR+GoCp/nh47fjT3U+XRaJRGoyWX42GxWM8880w0Gt2vmO2BMmlqaiooKFAqlXK5vKmpieAzP3jwwOfzPfLII/FxyyNHjmi12pGRka6urrRoZ3k8Xk9Pz8TExLlz5wDSCvQleRI41Nqvr6/X6XRGozG3CRxAFBX/SWNj49zcXHV1dZa2FI1GS+GqLS8vX15e9ng8qWsFZ55NPjU1VV9fv59TgkajZU8ft7y8zGAwoKBXgkzj+Tpz4mOZnp7u6emBpV5YWJin2cZkMgGHF41GHzx40NramitPC4VCSYurNBQKDQ8PYxh26tSpA2HjZDI5r8TVRUVF2SwGnU7n8XiOHDmSfCZgs9l5orsFZbofqnJpaWl4eNhqtXo8Hp1ONz09HQqFiouLw+GwXq+HfVEoFIrF4r2XJZVKpFokj8crLy9fXV01m80lJSUHynB6enp3d/cjH/lI8qwTi8VlZWUDAwNlZWVpORa4XC6FQlGpVFVVVWQymcPh5C9JislkwmgKBILFxcXq6uocWlQ0Gi2B7pbL5RqNRhRFs2Sd5/P5KXKXgHrGaDQml/HLQTY50NClSBdEECTLEHAoFNra2tozfRlFUbNThzZXAAAgAElEQVTZnMOI4tzcXFlZGW74WCyWPMF7w+EwHFdHRkYqKipyyLMJg03wYpvNdufOnaKiot7eXiJ7EoZh+QsTkUgks9mcTUQRw7D9XGHBYHC/av3Zt0gkkux88Pv9b731lslkOnPmzIULF3p7e8+fP3/p0iWv1/vXv/71Jz/5yc9//vMDa8nHYjGCy4fNZp89e5bNZt+9e9fr9aY28NVqdV9fHwgc8lOgLJFarQa2+6ampgzcXPX19TweD5xvfr8/fwIPhULgaZHJZEKhMLdulmg0arFYEj48cuTIxsZGlthqt9udOsOlqqpqZ2cnNZlGhpoaDpt55d8CotgPIZnb4XC4XC7i58fsjV+VSkWhUA6se5WntrGxMTY21tPT878Bvp2TVl9f39vb+z/FRJ5goFy9erW6uvry5cvg6IQRF4vFZ8+e7erq2traksvluWXAIJPJHR0dTU1N/f39KTZUs9lcUVHB4/GuXr36zDPP3LlzB1xwP/zhD1955ZUrV64Eg8EjR45EIhG/35/uM3R1dbnd7s3NzQ8tNt7S0mIwGIjzp2TWYEvIibf6wMNZam91Ji687e3tYDB4YGZENmPm8XhcLlcC40OuOo9vu7u7CwsL3d3d8aZl/mYbkCizWKwUr5ZxS/3YGIaZzeatrS2hUPjoo4+m6xrO6wrMsixieXl5aWkpUCDiJLZgB0UiEQRBvF5vPK8oTtycvcaM7wFBkIGBga6uLrFYfPfu3YqKikOHDmEYplKptFptUVHRsWPHfvKTn8zOzhIRJpVKTYuMVC6XFxYWqtVqk8lUVVWV7Hs0Go1wCD5//rxerwfmJ6PRyGKxHnvsscbGRtjqZDKZx+NJwfG439OeOXNmcXHRbren5elOd0/CBc7hcLq7u2dmZtrb29Otyp+WzDs6OkZGRjgcTsbu3PjH3q81NzePj48DT3xuNDWKoiqVqr29PXWgBkEQk8mU8buZzeaTJ0/udzBHUdRkMkml0ixXWiQSmZ6e7ujoSJCO2Wzm8Xg5d1VjGNbf3y+TyfJhTWMYtrW1tZ83GUGQ0dFROp1+4sSJDISWuvPsm9FolEgkRB4MioZ7vd5AIBAMBv1+v8fjYTKZEA7CMAyUNZAhCQSCQCDg9/tlMpnb7QaPFo1GA3c2sJMIBAIul8tisTgcDo/HS0tDRSIRi8WCu6rtdjvkfy8sLNy6dau6uvrQoUNzc3OvvvrqN77xjZdfftlutz/22GMajWZ9fR3n2E7hy0q3tACbzW5paYlGo2NjY3q9vrOzM16kIpEIfER8Ph9fvIcPH/7KV76iVCqfffbZl156SSaTIQiS2cxnMpmdnZ1jY2P37t375Cc/mSfvB0BWcIM3HA5PTk6eO3cu+/N9NBo1m83JxB1MJrO7u/vBgwcPP/xwZtFpt9sdDodTl9lisVj19fWLi4sJLMmZa2qz2cxgMA50sbNYrI6OjoylFg6HU0wXGo2WTed4W1lZEYlEyQGQhAy9XDWFQlFQUJAr+phkc2C/nkOh0IMHD2QyWcZCo1AoeXpsaKkzpDEM83q9TqfT4/Hs7OxwOBwURZlMpkQiEYvFNBptZWXF4XCcOXNGIBAQUfcoioKaDoVC8MfOzk4kEqFSqT6fj8PhCAQCPp8vlUpTO994PF48/2w0GoUA+9GjRzs6OsARrFKpysvLa2pq2tvbgWdaIBDEM5nu2eh0esZZ43Q6/dSpU5OTk0NDQ/HmTkFBwdLSEs5qhp+7KyoqSktL//SnP3k8Hg6H43K5sind19vbOzIysrCwkA9zRCgUJnRbXl6u1WqdTmf2YUwOh7Pfwufz+QUFBVtbW5nllxMs/1lSUrK2tuZ0OvfUrmmbVwTBMYFAYHBwMDORxWKx1GfzaDQ6ODgYiUSyGRifz2cymZqbm5O/Gh4ezrn/a2try+12NzY2Dg8P58lDevfu3T0H4v79+xUVFdnsbbFYDNyaeWr3799PHk1IPVAoFLdv356fn7fZbGw2u6Ojo7Ozs7e399ixY9XV1aWlpYWFhR6PJxAIgGWd7KlLDpFRKBSwuAsLC0tLS2tqarq6uk6ePHns2LETJ07U19fTaLTt7W2lUnnr1q2pqanV1dU9E7jdbnf8aEKFeHw44A+csZDNZoOCjmfFTWGp3L9/P+NAFoVCOXHihFAoHBgYwO9VVlbm9XrB5QpOIRKJNDIy8uKLL37zm9/s7u6ura0dHx8vKyvLBtdoMpkoFIrZbM5HcW2HwzE6OprwYWtra05imD6fD9BQe35bW1ubnDVKsK2vrxMhFaNSqcXFxftFGtIbklAoFAgEiHCg0On0jOub6PX61IdQCoWSPcgRmAD3DEPJ5fLcwoeDweDCwgJUfcpTQheFQqmtrU2+7+Dg4OHDh7OsNUOhUHLLqJC8DEDgEH/f3t4GsLlYLK6oqGhpaWGz2SmOtyiK7mdK8/l84qhbOp1Op9N5PB4cgYG12eVyQSppNBqVSqWwN4AuY7PZ8RBSNpttMpm6urpwxU0ikSQSCaw9h8MBtmowGDxwOGg0Wk1NTZYn+vb29qWlJbVaDQAqKpV66tSpwcFBiUTyqU99CpROQ0NDNBo9c+ZMW1vb8vLy7u4uGN0ZN4FAAFNFqVReunQpt+GNPZePUCjMSakDAATvJ3OZTEahUGw2WwYe3YKCAoJpeuXl5UqlMp4g5v/X42nhqQ0GA4IgRHQNlUrN+Aw1Pz+PL939FIdIJMrGSb27u6vRaI4fP77nwAiFwtzOMDBVKioqqFRqntLiyWRygrc9EAgMDAwcOXIk+5JgyZ3ntolEIrVavby8vL6+HgqFCgoKjh49Wl9fX1xczOfzD0xE2tjYiMVijY2NyR4zsJ0zfmv4eUlJSXV1dUlJSTAYNJlMa2trdrsdRVGBQBAvFhaLtb6+DmV3AEB94sQJLpfb398PTG9PPvmkWCxWKBS9vb2pZy/M8OwFW1hYuLa2VlxcDPOZz+dzudybN28WFBQAiTuXy62urpZIJPfv37darXw+/8UXXxSJRMlJDAQbk8nkcrlcLtfj8Vgslhwy28FWuudoulwuNpudpXV14NqEaE0GTCZsNptg/IPFYhmNRgaDATHSeDz1wZp6Y2MD19QqlaqyspLI1I9GoyaTKQOtZLVaHQ5HfX19ahtqa2uLz+dnbHRMT08fOnRov8czGAxsNjtXylqr1e7s7EDZo2AwaLFY8qGsURTd3NzEFYff7x8aGsqJmib9HbKSc2UdDofNZvPy8nJ/fz/Yp62trXK5XCqVphXUKi4urqmp4XK5yfPB7/fv7OzkBBvAYDBkMplcLq+qqqJQKEajcX193WazUalUFosF8BUmk6lUKhsaGhAEkUql1dXVIpGosLBweHj44Ycf7u3tff/9948cOXJgbDYWi21tbeVEWTOZTIVCUVlZCfNZLBZXVVW99957W1tbLpdra2tLq9XOzs5KpdILFy54vd7h4eGhoSGRSFRTU5OBMeTxeBwOB5/PLyoqUqlUHA4nV8AMMD6sVuue+md5ebmysjKbziORiNlsTrE2eTyeWq0uKChIN1vN6XR6vV6CyjoSidhsNsiCidfUtP2WPenvCCTcNeP1eiORCMF4NIVCyQwKrdPpysrKUqtgMpnM4/EyVtM7OzsIgqQ4FPN4vFwhXgOBwNra2okTJ+BpaTRanhDiZDIZXxJer/f+/ftHjx7N2DLa042QW4ejVqv1er0sFqu0tLS2tjYbQrIUq4tGo6ULODuwQdWBioqKQCBgNpvVavXKykpNTQ1UNHY6nTdu3MCzq0kkUldXV1dXF4Ig77//vkAgIBJqgxmek6cFXzywvoHVKRaLn376aSqV6vF4UBSl0+kFBQUw4dva2r773e++8MILf/rTn5qbmzOwHxkMBgicSqW2trbOz89LpdJcJeLuN5pSqXR3d/fAhOwDVVbqqUKn0wsLC3U6XXwYmeBmSdzyKC8v39zcDIfDCULbw6aemJh46623vF5vXV1dOBzWaDSAKDIajUwmkyBUi0KhZJCJANSWzc3NqWMaZDI5teOSiIc6xaCy2excaeqpqSm5XI6fAalUap4SNCCRF2TY39/f2Ni4X/GsbDrPvhkMBpVKZbPZJBLJkSNHamtrRSJRzpVp/NrOX3VAOp0ukUjkcjkAAwwGA4vFqqurQ1FUqVRC1hnA2FdXVycnJysqKghW38+hwEFZIwiyuLgI/jfQHXDEBpBi/FKSyWSHDx9ubGxMjSMkInAej+fz+axWa658IPstHyijv2dCdlqa+sC1KRQK19fXy8rK0jpwMxgM4nsVnU4H1JBQKASw077ejz/96U90Ov3y5ctcLjcajY6MjNDpdLvdDjF04DBksVgUCmV9fV0qlXq9XpPJJBaLvV4vk8mEisB8Ph/IooRC4dbWVjgc5nK5LpcL9nCTyRQIBHg8nlarpVKpTCbT4XDQaDStVuvxeBoaGux2O5PJDIfDcOjGMGxnZ4fL5YbDYcDPTk5OBoNBqVRqsVhgLwWTn8lkOp1OMplMo9GAv5zD4Wxvb/N4PIfDwWQyLRbL4uJiT08PMH5JJBIAgYjFYgRBHA4Hl8udm5uDDdZut+/s7IhEIvwV4O7wtFQqVaPR0Ol0BoOxvr4uEAioVOrOzg6LxQJWQ5vNptfrCwoKJBKJ0+nc3t5ms9krKysMBoPNZrvdbohRwPPrdDoymcxisYDMjU6n7+zsMBgMCoWytrbG5/OBfVwoFJLJZLvdzuVyI5GIy+XicDgej8fr9UIsYmFhoaCgoL6+nsFgwDPA80ciES6Xu76+zmKx4Ct4BbVazWAw6HT6xsaGQCCAwhQikQgEHgwGNzc3JRLJ2NgYgiBisRgfO4/HAwLf3t52u90CgUCr1VIoFHDXcrlcGo0G0tDr9VCW7Pbt2xQKBaqNNzY2UigU8DBOTU15PB6ZTGaz2ZxOJ5RXh7Fzu92ABYJXCIVCGIZRKBSNRgMCt9lsNBotGAzq9XqBQABVhoH40W63w3sxGAwQrMViEYvFZrPZ7/dHIpFoNBo/YTQaDbgyNjY2eDxeLBbTarUSiSR++sEnMMm5XO74+DjYpABSHh0dVSqVzc3NMHttNtvExITT6SwuLq6qqgKgkVqtZjKZIHmRSBQKhXQ6nVQqBZJADodjsVg4HM7ExASKoglzLxqNMhgMk8kUDAZ5PJ5Go6HRaHQ6Xa1W83g8Go1mtVq5XC6GYWq1msvlxmIxl8sFSA8Gg6FUKmUyGZvNnpiYCAQCUql0e3vb4/Hw+XydTodhGJvN3t3dLSwsrK6uBpQITHKBQICiqNPp5HA4IIpoNKrRaEQiEUheKpXabLbd3V0ymQwzisViORwOmOFWq5XNZnM4HI1Gw2AwGAyG2+1mMpmQMc9gMDY2Nvh8PoIgGo0G4m9wL2ARKSgo2N3dtVqtTCZzbGyMxWLBHhAKhWBFk0gkn8+3uLhYVVVlNBqhxLzdbmexWGQyWaPRwB/r6+sFBQXAni4Wi/Hl4/P5DAYDj8ebmJjATUYulxs/90KhEI/HMxqNdrudSqXa7XaxWEyhUPD1vr6+LhQKo9GoVqvFpx+Px3O5XMFgUKPRBAIBkUhkNpt9Ph8IHNa7w+GgUqm4vtre3tZqtWq1GjJXaDQakKjsYTmeOXMmEAj85S9/QVGUSqWGw2G73a5Wq10uF4Zhbrfb7XYjCIJh2O7uLoZhkUjE4/GAhwU81G63m06nFxUVAdbN6/VCYf5wOAzZBz6fD8qKut1u+FU4HIaaGKWlpRiGBYNBFEVjsRhenQB6iMVioVCIQqGUlJRADzibZDQaha4AJEv6e3ESuAY+xzBsZWUFYikoisIb4aSo+F3gGUgkUjAYhFoKPp8PvoLnD4VCUKcCz6fY3d0Fl1EwGITfOhyOlZWV1tZWeDzYY1gsVnl5OST4RyKRWCyGP7/H44HP8eeHB4aACaTewQPDXcBJBS8ISqeoqOjatWtyuby5uRkuCAaDMDS4wF0uF945/gqRSATDMNhHEQQBRBr0gCCI2+0mk8nl5eXQld/vh67gpiBeyD8GhH/CXchkskKh6O/vV6vV0Wi0tLSUy+Xijw1/lJWVgRCCwSAuDfgqHA7joxkMBkE4+NPC8wwODg4ODtrtdigAAs8fCoVgvUFdJOgKBhqkEQqF8LmHiwJ//lgsBmoOyDTw6Qedw5yBgkHw7pFIpKqqqqenp6amxmKx9Pf30+n0S5cuHT9+/LHHHmtvb2ez2XA7l8sVjUZhNFEUxVlc8dEMBAJQoQnmHr588BmevHzggfHpB+sU5kwoFIIXb2pq4nK5AwMDJBKpoqICOvf7/fD88QKHPzwej8fj+c1vfvPjH/8YdC58js89EE78hAEdVFxcjOMRQ6FQW1vb8PAwTJ5gMOh2uxcWFm7fvj0yMnL//v1AIEAmk91uN6x3MFMwDIMecIHD8mGz2RKJBN4dl0YgEICpWFhYuLKy4vV6QRSBQAAWCyxS0Fe4gooXOHwCcQifzxeJRHB9hc89uKnH4wEEd/xKBIEnLB+YfnALiUQiEonw5YMLHF/v8MCgrzweD41Gs9lsRqMRvwspmUkAwzC/37+8vPz2228/99xzoVDo+vXrTz31FITXDx06lD8AgF6vNxgMeSVns1gsS0tLFy9eJOW/jY2NiUSiD7O2xsTEBIPByElOUA7bzMyMRqPxeDzFxcWlpaWRSAQgt+3t7bkCLL799ttMJvPxxx//3/PWfr9/aWnJ6/U2NzenVeMw321kZITJZOJQwtQtGo2+9NJLd+7c6enp+dd//deMYwnz8/Moira3t6tUqtnZ2YqKCsg41+l0Foulvb19z0Js6TbgBe7r68t3BZj79+93dHTkJN6bQmJSqRRF0YWFhX2ZBK5fv3737t3PfvazDAYDRVEURSH0n1Y1WL/fn26uxObmJkHQbjQavXv3bgaZL6urq0TmRH9/P2yAGTeTyeRyuZLV9M7OTn9/fz6G1mAwTExM5ElNIwhy7dq1tH4CB/D+/n6Xy8Xlcp988smPfOQj7e3tx48f//jHP97V1TU+Pj40NAQX37x5M3UhsRQNr/KxJ2TVbDaPjIzkaTnt7u7ev39/z6+4XO7x48ePHTum0WgGBgbS5RQNh8O3bt3KIT023np7e3d3d3/1q18R9Jl+5Stf+cQnPjEyMvL73/+eSPVKg8GQnJxy9OhRu93+7rvvqtXqJ554oq+vD0Kyp0+fvnTp0vT0NMECfjabDc4E+7nIa2pqMuYtgwAPEZlXVVUtLy8T73llZWVmZiath6msrNRoNMFgEA8hJPqpyWRyc3Pz6dOnAeAdCoW0Wm1hYaHT6Uxr36NSqRKJhHhUxOFwWCyWlpYWInFCQJvuicpKbVDDBn7gr0QiUTbwj1gsNjw8fPz48eTXhxhUPvb85eXlvr6+PIXmyGSyRCIh3rnZbFYoFNFo9NixYxaL5eLFi2w2OxaL4SIVCARQpt3tdpeXl4vF4ozBPBCy43A4AJ5LDuZIJJI8BRXpdLpYLE4xmmw2G1Ctq6urBoOBz+cTXBHgzc8HARWZTJbL5Xq9nsViESm7TKFQOjo6uFzusWPHiAQGIcs/QeBkMhmO80899VQC6pnNZjc3N4+OjqYu4owLXCqVphC4UCiE4FMGaBPiKovP5y8tLZWVlRFEcHM4nHQfic1mQ6VABEEAGnAAnhpCKCiKVlRUpGXtQzSWODZlfn6+pKSEePI+dJ7W2lYqlTU1NQSLgmdD+6JSqRgMxp4bG1TVyjkLycbGBpPJLCoqyhO/CTw2kdH0+/1KpdJgMDQ1NTU1NdntdhqNtrGx8bOf/QyUKYlE2traev311+12+yOPPDI+Pl5aWgrhuMwEDj70ioqKPR8vTwKPV2QHds7hcKqrqzEMW1pagqoORCSZ1vJJ95llMtnc3ByXyyUIa8Mx4ETK+0F8LMF2GR8ff/zxx+l0OuTou91uuVyuUqmuX78uEAhqa2vn5+dTZ1EQETiFQolEIlarNbNqYgSnCoVCCQQCu7u7BP1aZDKZSqWmm58B6AAQDunAuh9kMjkQCLjd7nRxNoFAgHiBC4jPEPdaRqPR4eHhtIr922y2SCRC8Bajo6MZ1/3weDwGg2E/zKzT6Uw+G2bZrFbr+vq6XC6/d+9envQReAAPtG1VKtXw8LBIJLp48SL4ypaXl4uLi4GdCGj6TCbTL3/5y0OHDp05cwbqh6nV6qmpqWwyp5lM5n4Gi9VqzQfnHjS32z02Nkbw4urq6jNnztDp9IGBgQOzn8Ph8IMHD/Lh/YA2Ozvb1dW1tLQEsTWCLRQK/fznP0+9rs1m89TUVMKHW1tbTCYTSlMZjUY+n/+73/1ucXHxlVdeAVc4hBP3LK6SsLgOHM3a2lqXy5VBie1QKDQ6OkpQ5g0NDcSLjajV6qWlpXSfp7y83Ol04oSutAO3R4PB0NDQkG6mJofD2a98X3IzGo0CgYD4Leh0+unTp9OyOLRaLfGcq4ceeijjzNSFhYXa2tr9DmgSiSS3lamDweDMzExnZyeLxTp//nyeFjaNRrtw4UKKC1wu19TUFJfLPXXqFO4kicViXq+Xx+N1d3fjjsj33nsvEokANr+vr08ulw8NDQWDQYPBADl+ly5dgqSPnZ2du3fvAkqHx+NdunSJxWJptdrx8fF48wSW1qOPPgr5L9PT02tra1QqFfLL29vb4aA2Ojqq1+spFAqKoq2trU1NTX6//+rVqwmWDoZhFy9eBAoon893584dcKDTaLRLly4lpNgIhcK0RpPBYLS1tVVXV8/Pz29tbXV3d+/nUGIymWfOnMkfU8fp06fZbPahQ4cUCsW5c+cInjlCoZBCoRgeHkYQ5OzZs3teU1pamlwZw+v1AtKZw+E88cQTJBIJGMvq6+v/+Z//+Uc/+tHMzAxU2oI82I2NDcCwxmKx6upqGA6n06lWq6lU6szMDIZhNTU1cLHdbjcYDOBSq6+vd7vdPp9vamqKz+fz+Xw42qIourKyAkgkYNuCkCaCICqVCucbAtcoYM/3VNl1dXVwCvF6vR6PR6FQwOG7oaEhhW+wrq4ug02XwWDES5J2oJ1P3BRNMMaJOwcNBgNgBvPROdjgu7u7xMtIZuzWtFgsoVAohUMf4MY5XHITExNyuRxGNK8h7xSdLy8va7XapqamhMx1BEHw8iyxWAz0zvz8fGNjY2tr689+9jOpVNrU1BSJRAYGBgB7x+PxHnroIdDULpcL2LtRFJXJZH19fSwWy2QyffDBB7gFjWEYnU4vKSlpbW0FNapSqW7dugVwZgRBOjs7QRcPDg6OjY0JBAK3241hWFNTUygUiu8KesMwrKurC1RDIBC4d+8enK5YLFZPT0+CpqZQKBn4Q4VC4enTp1dXV/v7+w8fPrxnglK6Mzyz0ayqqnI6nQqFguB+IxKJvv3tb7/wwgsvvPCC3+8HTELypp6s91EUjVdkUH27vLwcKmEJhUKLxSKXy3GNqdfrTSYTjUaLRCIikQiGw+12r6+vU6lUMMALCgpAUzudzuXlZQzDysrK6uvroTqu3+83mUwymQwWYywW02g0oP0RBKmqqsI19fr6Or4ZwwSOxWKrq6v4jI03CIqLi0FT22y2QCCwubmJIAiFQqmoqEihqTP2YrW3t+OWO+1Av0RDQ0MGTh+ArBOhvAIAY1oVqkCUjY2NBG0Bh8NRUlJCXF4rKyvV1dXpLpVYLLa0tNTS0pLCcoeMiSzLleFtbm6OTqcDwiQWi6lUqjwxfqEouri4mJxE6/P5xsbGaDTauXPnkkMxFArF7/cnWBMcDqerq+vYsWNyuVyr1dbV1ZHJ5K6uLij/z2Kx4jPcoFgKiqJCoRCGr6Cg4MSJE/hQAuQfEhDgk6qqKrggGo3W1taGQqH79+/7fL7W1tbLly8LBAKHw2E2m999993Tp0/Hd4VrajyNG2qsA+QWkpWSXXx6vT6z0Tx06FBVVZVCodjZ2enq6kqYyQiCrK6u7lmSNydtYWGhqamJSqW2tbX19/evra0RNJVaWlq+//3vv/DCCy+//LLb7X7qqacSZrvD4XA6nQnbD4PBiPcVvPHGG1KptKKiArxAkHGzvb2NV/Hv7OwEcAGGYfjuWFpa2tPTYzabgUkH/7yyshJUNpyDy8vLIZOQTqfjNhONRjt58iTsBDDN8Ac7e/YsiqJkMhmIW8ViMZ1Ov3Dhwp5WMB6rq62tlUqls7Ozra2tLBYrdQwPeFkzK0tC1PuBYVhmJEZMJpMgM+Hm5mZhYWFat6BSqWnRHuJVTgi2zNYe1FFLHWTg8Xi5UtNGo9FkMl2+fBmXSf6IGSkUSrKa1ul0s7Ozzc3N+8kWlGAwGAS9CXGFvr6+mzdvIghit9s7OjqMRmNJScmnPvWp5J8XFxd/4QtfSB6aBAFubm7eunULX+R9fX1A6gptZGTE5XJdunQpgaFcp9OpVKovf/nLKd5aIBA888wzqV18mY2m1+uF7AkWi6VQKObn5z/2sY/Fh4JoNFr+1DSJRMKnCoVCeeihh+7evVtQUEAwnl9TU/O9733vv/7rv37/+9+73e5/+qd/ij9YSKXS5H5KS0tXVlYgGvnBBx8sLS195zvfsVqt169fB9uloaEhFovh0f49FR+TyaytrU0u7ctms+M3UdjsaTSaUqnE+yGTyXu+HYVCiZ8YUOcEIq4Henc5HA4wlydMreSWMVkSnB7+v0c98OrMwhooihJx6mMYZrfb0y0EA+k5xB8sFAqlBXgKBALpEp9HIhG9Xn9gqQRISsx+pfl8vtnZ2ZMnT+K2GIZh+WP/TOgcRdG5ubnl5eXz58+n3gKrq6uBvfvYsWOg1J544omenp6pqal/+7d/Ky8vX11dra+vx9PJMphmq6urDAZjz8WwtrZmsVg++clPJq8lODMdGMI68O4ZjObExMSNGzfcbndRUVFJScnDDz9cXFz8xhtvxAfiYIbnT1PHLx82m2j5Ur4AACAASURBVN3d3T0+Pk4c0l5cXPytb30LaAwTZl00GoUEvwSHj0AgWFxcdDqdv/71rz0ezyuvvBKLxXg83ne/+10IIBUUFBx4io3FYsmd79nEYjGVSoUgdv5Gs6ysDFzkByqHjNMFSAknvv2ay+X6wx/+gKXfwuEwsK+nbjs7O0BLkVbnCIJsbGyAZ5NIg/gA8aZWqyGTm3hbWVlRKpUHXub3+9VqNZZdi8ViH3zwQUI/cF7G8tNisRjYRJBXPTAwMDIyAhm6B/5wYGBgv29HR0evX7+OYdjGxgaR3pIbiqJg2id/FYlE3nnnHbvdjiDI9PT04OAgfL61tXXlypXBwUGbzfbBBx9kIxao55DWT/r7+2/duuXz+RI+t1gsL7744tWrV8ELFI1G19fX010XxNvq6mrC8llcXEwxUns2q9W6traW8OHu7q5er0++2Ov1vv322yqVymQyaTSapaUlj8eDIIjBYJidnX3//ffxtOwUzefzQX0SIs1gMKT1RqFQCKptEP9JJBK5e/eu1+tNfZnNZjObzRkM09LS0rVr1+BvChE9nsEGwGAwiCQcGo3GoqKidGPcVCq1rq6OID4R6GvT6r+2tjatSBHQ+xJJtedwOMnHt3Tb/Py8RCJJ6IdKpaYVlU3X+wFvZ7VaHzx4UFxcHG/Op/6hSCSamJhIgFSGw2Go1AGQkrq6uswgz2Qyuaqqak/6OyjXV1BQoNPp/vCHP/z2t78lkUh2u/2Xv/wli8W6efOmy+UKBALZHHFYLFZaPNzT09MIgkDtM3DKra6uQv2N4uLip59+WqVSvfXWW+FwmEajEQEXZ9waGxsTlk9zczOVSl1bWyPeSWFhIX6icrvdECoQiUR7OmR5PN7FixeXl5f1en1RUVFTUxOfz3e5XGq12mAwnD9/nkhYiMvlEi/kW1ZWBpWeiDtsa2tr05I5JLLtx6eFN5lMlj1bNCVPUwFBkAPxhrFYzOFwZFAREUVRIN0gcrFGo0m3BD4YYsSvX11dFYvFRBwskUjEbrdnI1i73W42m5NxLCiK5oO5Dt+wnU6nXq9XKBRHjx5Nq/xLc3NzIBC4evXq+Pj49PT01NTU8PDwtWvXaDTao48+ClEgm82WrrsJ6vKkuMBkMoHfs6qq6jOf+QzcaHZ2NhQKPfHEEw8//DAUSHA4HBmLJRqN4pFMIg6HtbU1vKxNNBq9fv36m2+++eyzz0KuuVAofPLJJz0ej0qlApnkz/thtVqTLTDIfc/AIxQOh1966aX/+I//MBqNKZSjSCR67LHHKBTK3bt333333StXrkxMTIhEokcffZRg+ms4HCYucAqFUl5ertFoiKss4p3jrby8fE9hJoQl0sKt79nylbuFoqjH40ld0mVjY0MsFmdAgIJhmMfjIZJtqNVq92P0SS1ZgUBA0Mrb2tqy2WwEC0shCOL1eg+MV6Q4guh0OrwkfEID12c+RtNisQwMDHR0dFy+fDldXBogQ6BIGPg0+Xz+8ePH418BRpNgVDkaja6trc3NzVVXVx8/fny/YUIQBEKa8bix5uZmpVL5t7/9bXFxsbu7G4662ZgjXq/3wIASNLVaffjwYTz2RaPRnnzyydbW1l/84hfb29sAhG1oaIDyuRMTE1qtFo6bCII0NTUBHnl7e3txcRHMYQRBOjo64O4GgwFHkRcUFLS3t5vNZpVKRaVSgaoc5DY1NRUIBCgUilqt7unpgbBKOByG1H/S3wsh9Pb2SqXSQCAwMTERn5QIJ2wcoq7T6QDgjGFYYWGhy+X69re/ffny5b6+vv3WJovFOn78OFQQXF1dLS8vT4tTHEEQn89HUOBwVhsfHzebzUTMwVgs5vF4pFJpWmY1uNcNBkMKKDMUgMyS6Slfmpp0UCgS0h8yTgMhssCABqG3tzfdUyTx1RsMBufm5i5evEgcApixaoBCgOfOndtTTYPTNpvxCoVCUPYTamXAXVAUHRsbC4fDnZ2d2XhXICK/385N/MnBM7i1tXXs2LHOzs4UI1tfXz85Odne3g7CgRh6aWnpt771Lb1ePzg42NTUNDg42N3dnfFLAYKQuO0Sr7/IZLLP5xscHKTRaLhYqFQqn88vLCysrKx84403oEx2MBh89tlnQVOvr6+/+OKLMNlCodCPfvQjUFuzs7Ovvvoqg8EIh8NdXV1Qte6///u/mUymUCgETR0Khd544w2j0Uin010ul8PhAE3t8/l+85vfgNHH4XC++93vzs/Pd3d3+3y+l19+GRBsOO16LBb74Q9/COpVoVC8/vrrLBYrFoux2eznn38eqs8fKBPAoTc0NAwNDV24cCGtNOu0lg9AaGZnZ4uKiojchUiufPK7NDY2zszMlJeXp7hF9umm+dLUsVjMbrenoB2xWCxcLjezZA0URW02m1wuTy19YCzMoGiR3W4vLi4mYjyurKyUl5cTR16D9yMDVzWCIAsLC62trfslT0LgIrOytKFQaHp62ul0QskhqOfb19fH5/MBLt3b2zsyMpI/P7jNZiPof0QQxO/3t7W1pVbTpL8TQqvV6rq6OjqdDhYNhmFvvfXW5OTkhQsXotFoWij7PUdzZ2eH+GgmHIELCwu/8IUvPP/881evXv3qV78KHzqdTjgEfOYzn4FK1h0dHbjh2dnZ+atf/QpeHEVRXMWfO3cO8utwsHBvb29jYyOUPcGdvP/+7/8ejUbJZPLy8jLu3BeJRM8//zzsZFD5ncvlTk5Onj59+qWXXkpWN/hNH3nkkXgzqLi4mE6nW61Ws9lcWVnp9/tTcyex2WypVKrX64n7+sH7kRY1qFgsptFosKIPnFp2uz0DSnihUAikGfudaL1ebzgczpb4JnXwcXd3980338xH9BnOd1g+29jY2J5h6Fw1v99//fp1ADzluymVyunp6Xz0bLPZ3nzzzfHx8XhAwtbW1ptvvvmXv/xlT1jF/2zDqQ8ObCaT6cqVK1DifWdnB44dQBKEYdidO3fSRfhk07a2tv72t7/Fo57efffdP//5z08//fTw8DA+Fu+//z7AP/BlMj8//+ELeXBwEEf7ZPayzz777B//+Mf4d9lTvQwMDGQG+0kL6JKntYM3lUq1sLCQ827TwH5kY1OniNUgCBIMBjN21wL3VepDFrC0ZFbE3el0EokogicxLaR2NBolHozGm8vlMhqNqRNbYPGn23MwGLx9+3ZXV9eJEyfiDx/l5eXnzp3DHXyZdU68HTiaYMACTkMgEBA0hEtLS1tbW69cubKysgJmKZlMBtNvfHxcKBRmycSaFrSgrKwsFovpdDrcouTxeKFQ6Etf+tJDDz0EH87MzFRUVEBxElg+nZ2dbrd7cnIytwKHfSvFBZ2dnaurqwTBywnnM9gaA4HAa6+99vrrr6foRCQS0el0IpBkfA4Ab0u6QT84neRwNJNnWgp15/f7AeGTTcuXpk6d+bK7u0ulUjNmXyaS+QLciZkVWvL7/Qcqjmg0arFYCFIfxG9gGWQ0TE9Pt7S0pFZPAFlNt2eFQtHY2Jjg1gD2tdLS0kceeWRqagrknP1US72tph5NBEFGR0fBCk6r59ra2t7eXqvV+tZbb/31r3+9devWO++887e//Q1F0exZF9IaTTKZfOrUqZs3b0I6BofDuXTp0mc/+1nwpMMoh8Nh2I9RFIXoK5VKPXnyZCgUyq2yBghwigu4XG59fb1SqUy3Z8h8qays/P73v9/W1gYAjxTX19TUGI1Ggm7czJYPl8sFts9sVFbqBjyT+9GP4Cx02bQD6lOHQqH19fUM0pSpVGqKWKdWq2Wz2RmT/ZDJZKFQmBoqsLi4WFdXl9lmIBQKD4w/GI3GSCSSrqam0WjphoD1er3P59sTMpwgk3TBiMFgUKVSxSOjIbgEVjaLxRKLxSqVSiwW8/n8dDtPq+GFnPZT0xMTEyqVCph80y08UFRUVF1dXVdXNzo6Ojc3V1pa+uSTT+5JO5B2kCfN0eRwOIWFhXfu3AkEAjKZDN96If9rd3f34YcfBtsCcOj4yFZWVqrVarvdng33doL39kBvrEwmW1lZ4fP5aS0iJpPJ5/NJJBKPx2tra6usrDx+/HiKQA6Px9Pr9XDCOLDzDHBcuBY2mUypc6FTq6wDVx+gKvcEvbDZ7MwoPux2O14JI18RRQRBtre39yP0stlsB6qe1HK3WCzFxcX76VNgXM3Yu2I2m/GFZDKZnE4nhULBMEwul/P5fKCs1ul0HA4HCkPDju1yuZhMJiCWYNpBHpff74efV1RUgN9GJpNBxQCowgVv4ff7ARAN1Wcgph+LxWZnZ4EoGuwODMNoNBqHw8HhRMBniqIok8nE9anX6wWjDMMwKP+I+xkAhsxgMHZ2dsRiMb6KEAT51a9+JRQKv/Od70Ckl0wmV1dXQ8V0g8GQWYkZIg2qf+w3mnq9fmlpqa6urq+vLwV0EgheEQQBLzZOKxwOh/l8PpVK/cd//EfS3+v4gPCzfGyIKKYVKZLL5U899dTY2Nh7771XWFjIZrNtNlsoFOro6Ig/2cRiMYvFgi8fMpnc19d39+7dlZWVnNSN2draKisrSy0BMpnc1tY2Nzd36dIl4kE2n8/n9/shtiaTyR599FH8zBcOh5NVNplMLisrA0ciEdvC5XJlkEVSWlq6vr4eCoVS7BnRaNRut2cc96uoqNBoNHuGl4GPOC084h5mQf4Mpf1O63DEIMi9ksKcSTF7jEZjQUFBxksxvnOz2axWq6EWPliXsVhsbW3N7/d7PB6o0sdkMq1W69LSElzW09ODa+r19XWj0QiYUyAWolKpwWBQqVRGo1EGg1FaWgoaand3F064KIrW19eDpl5cXITUebxQC6hUsVh86dIlUFvr6+ujo6M0Gq2lpeX48eNwDSTsUqlUBEFaW1vxU9Hc3JzFYqFQKHw+P8FLq1arZ2ZmTp069fzzz3/xi1+EB2CxWOBnzBP/CJHRLCsrO336dFVVVfwDw0E4EAh4PB5I1oCiEMFgELDwTCYTymbCeTwajSIIEo1GgSEeYAkSiUQgEIDJk8FsIZPJGaRWcjicCxcuwGE5Go0ePXoU30cTZJJwrzNnzty/f5/D4WTPFEzwsYuLizc2NlZXV4lvDxQKZc8dd3R09Nq1a1/4wheSDdvKykqdTufz+Q40qzOm72EwGEKh0GQypQDqZDaaeCsoKFhaWopGo8krJV22lw9VU9NotP02ye3t7XQpEJMHLMUODFUUssHJxrtlDh06JJfL4Wnh5AWjXlFRASYPRBTr6uoKCgpAn+KbJ4VCOXz4sFwuB5uazWYzGIzCwsJoNAr4//iZJ5VKT548CXFeWLoul8tqtZ46dSohGQ8gz1QqdWlpaWtry+fzATExRB3BHC4rK2Oz2QDbit/MGxsbwZhiMpm7u7vx8RmTyUSlUh9//PE7d+5MTU098sgjpLj8kezTYVNrhBTfslgsnDvY5/OZTCaIQEYiES6Xy+fzpVKpQCDgcrkMBiPFYguFQrA7QtX1nZ0dn8+n0WgCgQCLxaJSqQUFBRKJhIhnALdFMvbgxfs39jyJJ8uEwWD09PQMDw8zmcws+c6Jj2ZbW9vo6GhVVRVBQC0UmUv+3OFwKJXK55577mtf+1pyTVSZTKbT6Q4scMZkMjM+KMvl8tXV1RSaOh7YntlmwGAwHA5H8tDsuRP/b9HUoVBIpVLtWbzfbDanhYjc07UyPz/f2tq657KEIGw2GUGzs7ONjY0w4eJdB/irhUKh7u7ueBOPy+Xu6YpKmFgej0ej0bS3tyf7hdhsdoK5sby8XFdXt+eeBEWaUBTt7OwsKSmhUCjhcHhubu7q1asnTpyorq6WyWR7zun4+0okktHR0VgsBnu+QCCQSCRlZWVHjhyxWCz4MRnKbyoUCtxgz3mbnp5ubW1NMEbm5ubEYjHYj+FwGNLog8GgRCKBGsQCgeBAlQpMyvAKr7766uzs7GOPPfYP//APdDodHy8URd1ut9vt3t3dNZlM4H0qLCyUyWSpI9I+n0+tVmfjx0txEp+fnz927FjCCwqFwq6urqmpqVOnTmUzwxUKxbFjx4iYkHw+v6ysTKVSdXZ2EunZZrPZ7fbkosQf/ehHyWTyb3/72+eee+6rX/1qQugLogiHDx9O/Uhut3tzczO5AC+RVlRUNDc35/V699ObgUBgbW2tra0tYyOysrLSYDAka2qDwZBBTCs9TQ3pSZm52Pec5eA3zHhjjN9d9/tKp9Nl6VFlMpkp3npzc1MqlWYG8KJQKARtE4fDQaVS9zMBbt68WVxc3NXVFf/Mx48fLykpuXv37uOPP04k45bP5yMIotPpYA41NzcXFBT853/+p81m+9znPgerzufzwVaRJaAtLYFjGLawsDA5OVlVVUWj0eDcIBAICgoKSktL02J4oFKp+Dx0Op0mkym5AgOFQhGLxWKxGLJvdnd3d3Z2Njc3V1ZWBAJBRUXFfhbofpM8J22/nouKilpaWiYmJtLN7iO4fJJbfX394OCgx+MhEs2D/PU9Z/7HPvYxHo/3yiuvPP/881/+8pfjN34ej8fhcLa2tlLbcBQKJWOBk8nk0tLSzc3N/Sz3zBh8Es7iGo0mOQRCo9Gyz1HMF/ZjP++H1Wrd3d3NcnuhUCj7kQ8gCLK8vLyfuU2wxcflk10rSqWytbX1wEH1+XxvvPHG0NDQ+Pj41tZWY2MjzDOfz/f6669PTk6OjIzIZDIOh/Pmm28ODQ1NTExoNJqGhgZ48rt37w4ODi4vL4+MjOzs7ODhJqVS+bvf/a6srKy3t/fWrVsLCwuHDh0Ca2V2dvbUqVMSiWRhYaG+vt7v9//xj3988ODB1NSUQqFYXl7e2dkhk8l8Ph8XnUgkGhwcrK2tZTAYdDq9vb09Eol0dna2tbVFIpHr16+3t7fDkTDL4/aB9k78aK6vr4+NjSEIQqPRYrFYcXHxkSNHqqqqIN8srZ5ZLBbu/BkeHrZYLC0tLamtYMidq6ysLCoqQhBkc3NzdXU1EokkI4Lg2J4PgQBkZT9zQSQSuVwurVabscO6uLiYuF+eRqMFg0Gr1UoEeQKx7v2+ra6urqqqGh8fHxwchCTY+JFaXV1Nna+YjfcDRnZlZWW/gnk0Gk0mk2XjlWUwGFqtFsJRCSZRalKY/Vo89iNfeGq/378nmzXwp2V/Nrx3796epdR2dnYYDEaWHHQDAwP7QSN9Ph+bzSZiXITD4ZmZGYVCMTExsbS0BC5sj8fzxhtvzM7OTk5Ojo+PO53OaDQ6Ozs7MTExMTGxsLAAl+3u7m5ubprN5omJifHx8fX1dbxbvV6v1WrPnj1rNBqHh4fv3LkDkP6Ojo7x8fG33nqrpqYGElUAN6JQKCYnJ6empq5fv/7yyy9//etfHxwcjLcCuru7f/e735nNZnCAPPLII8ePHw8EAleuXCkpKcFp6G7cuJE/TY0Ty4Llu7KywuVyz5w58+ijj548ebKmpiZjikiz2YyTwQMsJD42m7oBprivr6+npwfm8+TkZDyu3OVyDQwM5EMg4XD4zp07KQyxY8eOhcPh1dXVzPq/cePGgZkg8a2hocHpdBIph28wGFLztR8/fvwb3/hGR0dHQvywqKgoFoulzj2x2+0PHjzIWKoCgYBCoexX1s7r9UI962wGrqSkBPcc4m11dXVubi4vfupQKBSJRDKDLuK7Hx4Fwhvg+TOrTZFgcRw5cmRP88pkMmW/Exw6dGg/1eB0Ogk62SUSyQ9+8AOo1sZkMsEG5/F4Tz/9NJfLhTruIpGIxWL94Ac/gH9pNBrcd3Fx8fLly5/+9KdBreAbTywWA3OexWJVV1c/88wzv/jFLyBJp7m5Gby3MOk1Gk1XV9f3vvc9+JZMJvv9frPZPD8/nzAuXC63uLh4cnISjkFisdjv90NlKzzyQ6FQ8kf9RSKRWlpamEym2+2en593u90Qxc0Jga9IJMLf4nOf+9ye/C8HNvAORyIRjUYzNjYmFAqbm5t5PB6Px8t+Mu9nxjY1NaWw7wAKcv36dZFIlMFx5+jRo2l5TphMZnV1NZEaxVKp9EA7qaOjo62tLdmor66uVqvVKbAAfD4/y+IzRUVFJpNpTwuXxWLB8TSb/gsKCpJrfJeUlBC3D9LQ1CiK/vjHPwYWu/gKL+lOteRBBdhvNhsArjj2nDFQFCItysT9NsaEbvFaYsFgEFw3ALcAeg4Wi4UzcAMSAz9M4dac1WqNRCIoikL9HTgh+ny+paUluEVdXR3oJrvdbrfbqVSqzWajUCidnZ0w9T0ej1Kp3Nraws+8ABzGPdcWiwWnEPR6vcl0cNXV1fHFC7e3t4PBoFqt/uhHP8pms00mE7hxKRRKX19f/BmWTCZnv/+lXt6zs7OLi4udnZ2nT5/OYc/xUIR0SeCSz7bA4riysjI6OlpYWHj48OE8QWKoVOqBrgY6nX7mzJnx8fGzZ8+me4jMYDRra2tXV1cP1NT7hdaTlzCJRNLpdEtLS5cuXQI7pqKiQq/X4yHuPZVpll44mUy2X8VqILnPcuBkMtna2logEIgHwGQc+433we7hpx4aGlpYWJDJZMAYffv2bZvNtrGxsba2plKpXC7X1tYWn8+n0WgPHjyQy+V2u12lUpWVldntdi6X63A45ufnS0tLBwYGvF5vcXHx/Py83++XSCRqtRo4YZeWlnZ3dwsKChQKBZ1O5/F4BoOBRqMxGIzNzU0+n6/X6zkcTiAQmJ6eLisrQ1F0c3NTLBb7fD6r1SoUCkdGRiA1YHV1dXt7u7Cw0Ol0Go3GYDDIZDIhODAzMxONRoVC4erqKpVKNZvN4XA4HA5vb2+LxWLwTiAI4nK5tre3AU2p1Wq3t7fNZnMgEBCLxTqdDojiV1ZWjEajwWBwuVy1tbUGg2FlZWVpaUmr1Wo0GpFINDc3B27NkZGR9fV1nU5nt9urqqqA8BBBkPHxcb1ebzQaIYelrKzMarW63e7Z2VmXywV1+kUiEY/HGxwcDIfDUIoXZo9CoZBKpSiKLi8vU6lUJpMJ7jy73a5UKi9cuECn06uqqtbW1paXl7u7u7e3t8PhcHV1tV6vV6vVpaWlCwsLPp9PIpEMDw8DgnhjY+MXv/gFQL5aWlqoVOrKykp3d7dAIICKYjqdDurqKZXKysrKBw8e2Gw2gAG4XC6pVGq1WoGgcm1tzWq1FhYWKhQKqNs5NDQkkUiYTKZOpxMIBKOjoyKRCMMwhUJRXl5ut9vn5+crKiqAfNJqtf7xj3/c3t4GdYMgiFQqVSqVUNIXeJ3ZbPb8/HwgEPB6vcBHPj4+XlhYSKPR1Gq1RCKJRCLwid/vn56erqys1Ov1m5ubEolkZWUFRVEej2e1WtfX10tKSuAVAoFAKBTi8XhGo5FMJjOZzPHxcZiNIyMjEokkGo1OT0+D+oCCYltbWysrKzweTyQSKZVKj8czMTFBpVJlMpnVauXxeBqNBmiMpqenY7GYUCgcGxuDmpGbm5scDodKpcInNBptfHy8pKTE6/XCA4dCITD31tbWCgoKIGuxpKRkbm4Olo/NZgsGgxwOZ2lpye12S6VSlUoVi8XMZrPZbJZKpXQ6Xa1Wi0QiFEXHx8fFYnEsFjOZTIFAYHV1tayszOv12mw2eKqtra2Kioq1tTWbzSaTySYnJ4ED3mw2oyjKYrGAoQYuBvT98PDwkSNHtFotLJ+xsbHS0lKPxzMzMwNZlGazmc/nr62tgcD1er1Op4t/BYVCwWAwuFyuXq/n8Xh//vOfX3vtNYfD4fV6AQVw+/ZtuVzO4XAMBoNIJPL7/WNjY1VVVSaTSa1WFxYW3rx5E+hrd3Z2vF4vj8cDUrqVlRUQOEw2JpOp0WggJDMxMcHj8ahU6vDw8OHDh6emppxOp1wuDwQCUG4TVFZZWdn9+/fBu2Wz2cRiscViQRAE5p7X65VKpQqFgsViMZnMoaGhsrIyKpUKMxxF0ZGREdAAg4ODcrkcUF4SicRqtVIolMXFRavVWlJSAuEimUw2NTUFQSO9Xg+qD/TV6uqqQqHY2NjY2NhQKpVCoRCOEYma2uv1vvrqq0BEC9bN+vp6T09PYWFhYWFhUVFRYWGhSCSC5AIoJglqEYRCp9Nh0sMFEomEy+VCiQ8Wi6XT6WQyGaQO83g8SAOBgjtkMhkwrfAHhUKBfxkMBoCxqFQqi8UCfcpkMqlUqkgkgptyuVwOh0Mmk41GI5/Ph1QUoFSHGfZ/qPvu6LaOK2889A4QINgpFpEUSVGiKIsSVaherGZHcpFt+dibuKw3jp2TZLOJNzkbx2lOnM3ZFMfHXjuOHcdylYtkypJYJFKUSIpN7L2AKETv9eE9fH/c4/nwARRFEW/2y85fIAgM5t2ZuXPn3t/9XYqirl27NjExMTc35/F48vPz4fPA+Gw0GvV6PVxm29vbzWYzOHkBBy0Wi6EmJNCBy2Sy3NxccCaEQiEejyeTybKysiQSCdwVIpGIXC5XKpWpqakajQZkIpfLxWJxdnZ2fn5+bm5uRkaGWCyGkWdlZRUVFRUWFqampsrlcjg29u3bt3LlyqKiovz8fJADqNfc3NyVK1cODg6WlJSw2WyTydTe3g7lyZ1OJ/C+b9u2bXJyElB6MH6pVAoCh66ApJHNZo+NjfX390Nl6KysLIIgAOfO5XIhqQ8EDpPL5XJTUlJgxcPcQYCUx+NB56CG5HI5YL0h/gbzyOVy0YIBX6FIJII12tPTA4Boq9UqFotLS0s1Gg0sDJg7WF1cLhfeEYlE0CHqCn6C9VWqMZxk6FdAJwLU2uFwBAIB6AQGLBQK0YrlcDhx4+fxeMA3YrVa8/PzCwsLs7OzlUql1Wrt7u7Oz8/funXrzMyM0WhUq9VKpRKkKhaLYc3D+KFPSO2BhY3WPIgFHhAWD6xtGHmcwGEuYgUOePnCwsLZ2Vk2m11QUICkAfsFpMHj8SDTRyqVEgTB4/EW3D7weQDhgMDh5gdDgjoPXq8XPgw/Ebv94UHg2ZHAUbBKuAAAIABJREFU0TuwE9FKhkcQCAR5eXk+n+/cuXNms3n37t3w7E6nExJ3YTCQvgDPJZVKYVTw7EgaMKQ4gYMYkcBhzaSkpNhsNoFAkJOTA1JCjwyLXKVSgbRhsgChj9Z87NwpFApwOSC9BEIARZGZmQkyh5+AxQmiQF3JZDKQEkgGpCQWi1NSUkDfQnYFaGoizoNOkqROp2tubh4bG/vpT3/q9/vPnj370EMPJX+hoyiqra1t3bp1y0uBX0q7evVqXl5e4rWRoihUP1QikSBHs8/ns1qtPB4Pkk0kEonT6QRfB8gdnFYkSQaDQQ6H4/f7XS4XIOfA+wEXVQbr3QESY/F7el1dXVFRUUlJyeTk5EcfffTd7343HA7/8Y9/5HA4X//61yUSydmzZw8ePLh4xpfH4+no6HC5XGfOnLnvvvtQ1u//TIPFEAwGq6qqlErlxYsXLRbLnj17sObX/Od//mdPT8/hw4cffPDBpXw+GAx++eWXubm5iWkBHo/n3LlzxcXFVVVV8/PzfX19FRUVyRIQL7c5nc729vba2trbonVcStx+cnIyEAjABsnNzaUoamJigllYfTAYfP311/l8/j/90z/x+XyKohobG7dv344PFTo9Pe10OhExFuPNbrcv7m1fehsbGxsbGzty5MgCfmoej1dQUJCSkmK1WgEGuLxKIqFQaGpqKjYJ1ev1hkIhRhYTaN7i4uLYoGIwGLwZkyqHw1kwHTbRpwbO2fHxcZSXCDIBhxHcppGjbRkefJ/Pp9PpbhYV8Xg8wWDwlj7E6urqzz77LCcnZ+XKld/97ndheM8++yzItr6+Pj8/f3E1TdN0e3t7aWlpTk5OdXX1LX1/4HiB/JHkm16v7+7uzsvL27x5M8hQLBbv3LkTh5qGSqxwuHo8HovFsnQmT7jhIjX9yiuvZGZmfu1rX4PQ1t133/3uu+96vd7a2trU1NQrV64kmeQW2yKRyNjYWGJM/mZR09zc3J6enqVXUBoYGCgrK7uZOxh4sXU6nUqlSk9P53K5ZrN5amqqpKTE4XAszp5ht9sdDsfSqysIhcKnnnoKzFvWVzRJer1+Qbiex+OZn59fpD7JEl3JMzMzid7wYDA4OzubfLkMqVQKF2502MzPz0cikWXEBmLxOeybzT3EzZaNWYHqO3Env1KpZMT85HA4CHeMmslkgqtr8v0XFhYm9gNE70kWQxOLxYuss+HhYXCt3HKpVVdX/+1vf7NYLCjmIBaLKYpqaGigKGrB1NC4HxKJRLB0cnNzoROapsEBumD8hxFioGg02tHR0d3dvW3btrVr16Kjrra2FlPEUi6XoysU8VVbyheNRmMgEECJeX19fR9//PHExETsCt+yZQuIi8vlbtiwoaOjo6+vjynsx22hSsrLy0mSnJmZWeLnF1HTJEl+9tlnbrf78OHDe/bsqaioKC0t3b59+5EjR+bm5pRKJdTnvVlLSUm53QxkcC/ERjsBM7qgElxGvaRE+4zH4yXCAYVCYZJ5HijyLBKJYmG+aWlpyd+3cOGpE5vNZmPwdpa43ywWS5KsT7GdJx5RkDaSJFJ7kQYs6UtcK5WVlXv37j1//vyFCxemp6dtNtvIyMj777/P4/H279+/uLHv9XpnZmYS2ZmnpqZeeuml3/3udzfbJ0k2v9/f2NhIkuThw4eB8w+VN0yyAuTSD3hway7lwwaDAd2rAoHAxYsXt27dGpcPBfXhgCpdIpHs37/farVevnwZyIgROijudpLYYk8y9Cb64oJvJr5fWVk5MDAQC3kGL+ftVvWFiNyBAwdgt2q12oaGBrPZzOFw7rjjjv7+fq1Wi3W+0tLSQqEQPj504EwG3spbapXlNaFQGFt5g5FucfF++Hy+1tbW/fv3x57Vy4Cy3uzYb2pq2rlzJ7J8AR7HFLi1qampuro6Dk2o1+uTTGGC4+rGjRt79uxZ0H0GeIkldrVy5cq8vLyxsbH5+fmZmRmg8VsKxK2rq6ugoCARrZyRkbFnz57PPvvs5z//+QsvvBA7WZFI5Ny5c0ePHl32g5tMpo6OjuLi4tg58nq9V69eLSgogFweHK5Jo9E4NTUFRVWeeOKJhx56aInZYhaLBV2E6+vrIZ8ozpyEgOTp06elUilN07m5ubt37+7v7z9//jxEO+CKvXPnTriKuVyuhoYGtHXhMyRJbt++HRxQExMTvb29HA4nFArRNH3y5EkWizU4ODg8PAx1x/Pz8xGFQFdX19TUFKIhZLPZ8/PzLS0te/fuhT1y6dIll8tFEMS2bdviEobPnTt34MCBxERck8lksViOHz+OnCR/+9vf8vPzL1y48J3vfCcjIyM/P39iYmL16tU3MxLn5ua0Wi2qYrO8+4RSqdTpdInXOIvFMjQ0tHPnziRXRWZmZmLSEERudu/enbxiBe8x+hOq5yRZuQKXphaJRDU1NbE+IIDUMHU33LRpU+w6gzqhTMUqq6ur47oCEp/lUcPEuZViyTpi+5+bm7vdKAeXy411ZS7l6yaTye/3L+jKkEqljzzySHp6+scffxyXjcbhcKC+9fLazMxMf39/TU1NXBTB5/NptdqUlJTNmzdjItAARA28XgoDMmooVSEQCJw+fbqiomJyctLtdqOKZchu9fv9bDYbOFdZLNaaNWuUSmVjY2MgEAAFjSxQVFUkVhcAHSs6EX0+H3DkbtmyBV22fD4fl8slSTI2Lxfej90FUqkUEG8ymSwajQYCAZ/Pt2AB9dra2gUTxyYnJ4uKipAv4pNPPlm9evUjjzzywgsvtLa23nPPPevXr5+YmJicnLyZpgZ4WPLux9i83FhzmxFeOoVCQZJkHM+qWCyurq5mxP4FgC8iAMnPz//HrU0OGBKkR8xmM+TjMdI5VHAAPBC6qy7Ck3C7zWAw5Ofnx/rODAYD4AWT7Bkws4n9jIyMpKWlJcM1DjX6FueNNJlMQ0NDO3bsWERQBw4c2LJli1Qq9fv9Wq0WcgVpmgZ86zIGNjg4yGaz9+3blzj7UHk2JSXFYDDEziazLher1Qo+pbGxMeChX0oKTEFBAZA+8ni8559/niTJL7/80uFwxArBarUGAoGHH36Yz+dHo1HkV8nNzb3vvvsmJia8Xm9RURH6ilKpPHHiRKJvDT14SUkJ+GEpipqcnASju7KyEsVyY103GzdujOO3IwgC0Nnr1q1TKpUHDx6EH0oUrFarLS8vj3NVg7ckFjq1adOmtra2y5cv6/V6CDsplcrs7OxIJGIwGLRabX19PSBDoJh6ZmYmSZJvvfWW2+0GatmNGzcCipTFYn3++ec3btzg8/nhcHj37t1paWnvvfce/Ll169bdu3ezWKz5+fm3334byMcvXLiwf/9+gJpMTk5++OGHIDqlUvnEE0/A4AcGBj7//PPYB6FpWiKRPPbYY2BsnT59enBwkM/nB4PBgwcPAiSDx+Op1WqDwRAbSyNJUq/Xy2Sy5NUI1AW0Wq1waEEVxyRp43Bx6fH5/Ngoqt1uZ5DiJy6iSFGUw+FYei36W7bEElBQ8ST5KiESiSQxhTIQCBiNxmQujKwlBP2ASHPr1q23jBaA2dLU1PTqq6+uWbPmqaeeys3NhUM3Go1qtVqdTgcGTn5+/uIVBq5fvy6RSG42sOzs7Lvuugt4lxhhW1/QekJW2Ntvv93a2nry5MnHH3/8ll8sLS394osvoMYKJIV+85vfjEajaJzRaLS5ubmqqmrBm5xYLF67dm0oFLp8+XJubi5I4Jbce4DpRgOArRf75oL6PbapVKrKysr29vZ9+/YtMjULRhTBXRNrtu/fv3///v1tbW0CgQB8DlCresuWLUNDQ4WFhQcPHoRNAc5fUFKHDx+22Wxwz4i9x6xduxa40SmKAv70gwcPglcHwX7kcvm+ffsIgrBYLDabDW1qjUYDpWeAmwHtxKysrDvvvDP2mhKNRgEzDn9ChTAoqRFLaJWVlTUwMBC7GQEEwYi1B0UqkKZOT0/HblPDMbs8tz16Zpqmbwu4s0RZxLo7oWAVgzGH2AkDBnqmnOyJS8FoNEql0iS9tLfM+x8dHU1PT1+6g2jPnj1er/eDDz544YUX/u3f/q24uLi7u3tkZCQ1NZXP50Oe0fXr1/Py8mpqahZUJd3d3V6vdxEgCkJJYo1QIbFAUH6Jljubza6trT1z5gyfz4elGyteiqLOnDmjVCqBKPVmDRRcU1MTQRC3G0RZtlmgUqlkMhnwMqI3geDb5/MBueDN/JBAKoBwOE6n8/XXX5+ZmTl58iRYWgB/Sk1NhZyDxMmNRqP5+fkLiiXx/UTOa7FYDE48v9/f3d2N3GVyuXxBP69KpVocR1BYWLigDQfpYLFYumVbpQs2tVqNHDiM9IwL+xFL9OX1egUCAYOaFOpjIe+ey+W6md2xvAYl12IvuUyhPvx+f6ID7pa1OJcok6GhoZv9NxAIzM3N3RYQVSgUnjhx4qmnniosLBSLxX/84x91Ot2RI0f279+/c+fOHTt27Nq16/jx48Fg8IsvvkjkNezr63M4HDt27FiKxhkZGUGzyWxzu91TU1PIYoBai0sPKhw9erS9vf3SpUsWiwUObK/XOzw8fOrUKaVSWVtbOz4+fsvL5a5du6anp29GN7Fgi0Qiy+bJA3t8enoaRBqJRJqbmz/99NORkRGPx2MwGL788stXXnllwVrdxcXFMzMzCHIuEAj279//q1/9avPmzfBOR0cHnFvZ2dkLwvUcDsdtPenNmkgkgrty7Jsej2dB//UymlAohOBTrEHGVOdwMSVJEqIdJpMJrqFJORLw8VOj83B+ft7j8SRf/C3W3IBUafhzbm5OoVAwBdFjsVipqamxltfExATUbUq+Zz6fH2ebu91uqKuSpGsFOLtv9t+hoSGRSLSMKVi5cmVtbW1fX59KpTp48GCc4c/lcgsLC71eb39/fyzt7+Tk5Ozs7K5duxY3YIHbBCqWJe9ZutmGRBPX0dFht9srKipuWQUq9uvl5eUej6e3t1er1QL9QCAQqKmpAbKUpYQWOBxOVlZWZ2dnYv2gxVf4sp9aLBZbLBaSJFUqVU9PTzQa3b17N3AGgCNLoVC0tLQQBBEXZRUKhSRJ9vb2rly5EogQ0tPT0aTPzc05HA5wHAN1TE5OTtwUi0QiRnYK+NyDwWDsfhEIBEnWjY1tAIxBRaK5XC5T92bozWAwwAVUKpUuLw/jf4KfGgp6InXPoHzhhgXBKGTzJpmQEtc8Hg8K/cPByxRhfCQSiQOKAvgh+QsB8AjezJA3Go3LTr4ym80mk2nXrl0sFiscDqPbhsfj0Wq1kGhDkiSyLufn54eHh2traxfxk0KaRkNDw5tvvnnp0iV8EF2wguH1E0888fvf//52sYYcDqeysvL48eN79+7dtGnTsWPHDhw4AMgHiqKWCPuVSCQ1NTUdHR1xRuLiKzyZBy8rKzMYDD6fD9zKcUdsSUnJfffd19PTk5gss27dOrlc/vnnn8eZgQ6Ho7+/H+FugYUjEXofDoeRwJNsaWlpcYZ/4vZJ0kFhNptjb6VJyjzRLIO7ZjAY9Pv9yap+TJqaoiir1QogB7fbzWwGGk3TNpsNeHDC4TCbzU4elRHbbDYb0PTAwQuMYkwpDpvNhgwrKM7LCAUBkGotOM6pqSmNRrNsiCR4PNlsdldX1xtvvLFt27aHHnrIbDafOnUKMBvf//73169fPzIysmrVKq/X297evm3btkUc4qOjo319fTKZLC8vr6ioyOv19vX19fT0rF+/PnkvUOKl0Ol0wrMj62l5LTGQEDebt9QL69evb2lpufPOO28JSaRp2mq1JoNDABq1Dz74YN++fdeuXQNOyiNHjsBPz87ONjQ0bNq0qb+/Pzs7O/ZMJQhix44dgOzu6OiA647NZiMIYv369bEmRV5e3sTERFxGYiAQYAqPq1arQ6FQbPJ6OBy22+2MAPVYLJZcLg8EAgCwAZUFnTPlrU5JSYF0cK/XS1FUku5fXJqax+MhR77T6WQkTTPWzEHrw+12UxTFbNJEbNzDZrMxWIFJJBLFdh4KhZi6c7HZ7AWFTFHU/Pz8EsuVLtjsdjs4uOVyuUaj0ev14IZ78MEHJRLJd7/73StXruzZs2dsbCwUCrW2tq5du3aRKxSwvwJIC71ZWVmp1+tbWloqKiqYYhdB7kKmNvaCvpHFI4pxLTc31+v1Xrt2DdGIL7LCk8cyZWRkuN3u9PT0gYGBVatWffLJJ6FQCNipTp061dDQcPDgwbm5ufn5+cQDsqioCA5Rn89H03RJSQmQC8Z+Jisra2RkJI5AQ6FQMGXWAG2e1+tFmlosFjPoRJXJZIBwh3OFz+ff1mwu5SIFHn9GNjguTR2JRCwWS2ZmZjgcvllh+WRsapPJBMX3nE5nkrZSYpufnwe2X3jN4OIIhUIOhwMBFmEjMSUTo9GYyCMISPDlQaFjbxgsFqu4uLikpASKD4lEIshy5PP5gJri8XjNzc1paWmL0D4Anfd9992XeLJmZ2cfPXr0s88+02g0TMkEmXhwKnz44YdjY2NbtmwBT07yDUy824KflpWVWa3W3t7exWs5UhRlMpmSJIuIRCIrVqzg8XiAY9PpdFCOpKOjIxQKrVmzhqbpsrKyM2fOQN0JmqZ5PN5DDz0ET3Tx4sWuri64wm/atAmE9vnnn/f398N6IAjCZDJdunRp9erVJ06cAD/bW2+9BRH+cDi8Zs2au+66Cxxlr7/+OkmSgLE7efKkRqPx+Xx//vOf4+6FNE3fe++9YHN0dHR88sknwNpaWlp6/PjxUCjkdDqZWh5Adup2u0FTww2JQTCxWCwGTe1yuSiKStJ9j0tTh0KhgYGBzMxMuF8wm4EWiUQGBgbUajWfz7dYLIyT+wwODlZXVwOkP3kRxzav1zs0NIRWg8/nYyqIQVEUsKHHvT8xMZEkPZharUbQjrjiexcvXoxGozU1NYBVyMrKWkQBURTV2dkJNMRWq9Xr9QKxBkmS3d3dQqGwsrJyy5Yt7e3tR48eZeoG6nA4pqenQVPfuHGjtbU1PT2dKU3t9/tjZ3OJraam5uLFixqNZpGqLpFIpL+/PzMzMxk5QEo6Ev7o6OiePXvC4XBDQ8PJkydfe+01oF2+cePG8PAwFBcWiUSHDx+GJ+rv7//000+hoIdYLAah9fb21tXVIcMLNLLP5wNNHQ6Hm5qa5ufnuVxuMBikKAo0dSAQuHDhAqgCiURy1113aTSaUChUV1cXV5Oeoqja2lrQ1FNTU1euXJFIJB6Px+v1Hj9+3OPxjIyMMHiQp6WlWSwWOBGDweDQ0BCDCXRisdhms7FYLKPRGAwG/0E1tUQi2bdvH+gm5AliqvH5fOg8Go2Gw+FkDMYFG+Ll8Pl8Pp+PQUJttVoNuVhoLzF14eLxeIkc01ClNEk20dTU1Lm5OThRYudxZGTk008//eEPfwglmb1e765duxaZaKPRKJfLs7KypqamfvOb3xAE8ec//zkSibz22mskSRoMhtHR0fvvv7+vr89isTBFH5qVlYUs09vCUy/RFxw7m0ufqerq6s7OztTU1Jt57QQCAUrtS2ZJIAvp/fffF4lE+/bt++STT6ampnp7e4eHh3t6ekpLS6uqqiAOATY12k1r164lSRJsaoSWueOOOwQCQazhNTU1hbiYYdgejwc2JnJkiUSiQ4cOIZsaokoCgQD0eJxNjU6+oqKiu+66y2g0ajQaSB1KTU29pePodl3V4M0DZ8gyZnNx7w3Y1IzwEWG0qYHJJfnDZEHrbGRkpLS0FJgQGHdEDg8PFxQUCIVCu93OIHAHzq25uTmUsxeJRJg6wyiKGhwcjMNTTkxM5OfnJ/kThYWF58+fr6io4PF4JEmCWT0zM/Ptb397165dWq2WxWL19fXt2rVr8SPN7XaDMDUazcMPP/zRRx8BacbAwMALL7zQ399/4cKF+++/XyaTud1upjS10+m0WCzgZw+Hw4FAgEHgNiTcL2MfgkHd3d2NcMpxjSTJ0dHRJF32Go0GrNS6urpr164999xzkUiksLCwtrbWbDb7/X6v1zs5OXn06NEFrfu9e/cC2VNsO3z48OHDh2PfaW1tRaQRIpHogQcecDgccddcmUz2zDPPJBpz3/nOdxYZ/4YNGzZs2NDS0rJu3TrY44AHT55CGjWVSgXpi3AJmJ6eZoTdN9YnCTZKOBxO0omKS1MDQQz4aBiMyMV1HggEmLXWkXMTRDw/P8+spkY8PrETyZRM4pBA4XDYarUmDyzRaDR5eXmXL18GmBpgAQOBwO7du5VK5cDAwI0bNzIzM5dCXwXGlEwmA0VMUZRcLq+urv7Rj35EURRsZigixaDAEaxwz549JSUlSwdTx4k3HA7HZb3HzeZttdWrVzc2Nur1+pv5QGJhCctrUB3KZDK98847EonktddeKy8vv//++9etWwflQ0tKSmZnZ5Nc4Wq1GkpuIlvE6XQy6JBUq9VarXb16tVJCvxmt3MAMkJ0MXmZJ/YPOzExNewfRVMLhULAGzgcDsahV0DcDscAU8ZXbEN5q6FQiNkLgUKhQJ0zC1nhcrmx5IUsFkun0yXG65fXtm3b1tzc/Nlnn+3YsQM0HVTphgq/N27c2L179y1TV6DwI8D4Aa7O4XCgisfu3bvHx8cvXbq0bt06qOXK4D5HvS3PPW0wGMbGxrxeLwSI2Gx2cXExOFJlMtmyD0IOh7Nu3bqenp6MjIxEND14SJJ//I0bN3Z1db366qt+v58kSQSe43K53/zmNy9evFhRUZHkIszIyIitn5Cens6gHxm2DEqGVCqVi0dil9FkMpnf74cChkkSkyY2UNCMQBIwYj/AdcDj8RgvnAho07S0NJvNxriTmsViWSwWqOvs9XqZRWqHw2F0yXA4HAzWJaBp2mw2x0a3tFptIhvU8hrQVpjN5oaGBolEAhhbIFC1WCyIf/mWN00oI41sFjabPTk5OTQ09O///u+zs7M/+MEP3G633+9P0sqLRCJ+vz8cDkNILRKJCL5qUGl06SJtaWmZn5+vqqpKT0+HArhOp3N4eHhwcBDYAZMBcWo0GrlcPjIyAgZj3E9bLJbkVZ5UKqUoymw2x60Es9l85cqVgoKC5C/7CoUCqO9gm/v9/kAgwOBZq1KpxsbGAAsIFQaYveaqVCqPxwNlxR0OB7MOADBfIJMuSU2F0fsBhWJpmk4krU++IUg5jqpOcBK63W4oNsysWNA9SKfTMVsjNfaG5fV6w+EwU5AjmqYB11VeXm61Wh0ORzQaXbNmDZvN7u3tXaI/QaPR8Hi84eHh8vJy6JCmaSjv++KLL3o8nrvvvnt6elokEi3jdHQ4HDqdDkCQNE3DZQJo20BTgxUPcDSo1w6hiEX6bGhoCIVC99xzT2wQUi6Xr1ixore399NPPz127FgcGOZ227p1686fP5+fnx9nzcD2YWTuampq/vSnP+Xn52dmZlIUxeVynU6n0+ncsmULI/STBEHI5fL5+XlUCZpZChcgAPH5fHK5nEGxxN7+5+fni4qKcHQOg2dEJrhYT3k8XnZ2ttVqJUmScVcym83Ozs4G8B9T1QliG7gOjUYj40htgUCA/JLBYJBBmDmbzY4lwJ2dnQW8ObOdczic2OttQ0PDqlWrlvgrBEEAQE2tVpeUlHz/+98nCEImk/30pz/t7e1NSUnh8/mXL1++9957lz4wu90+NzdnNpuj0WhaWlpGRsbq1auFQuGCS+7tt9/u7+/ftGlTdXW1zWZraWlJTU3Nz89fcJaHh4d9Ph/Ut0XzNTc3FwgEVCrVunXrAoFAa2trYsztdtXEqlWr+vr64kKLHA6HKRNELBbv3r0bDhun0wkEeMwWF05JSUFMBlKplPEtqdFoIOFZKBQyXhYZjhlQWYxXl4czhpFUIPYtbcDlsZ4CLbfP58PhR4YKKXDPwmGw63S6SCQSDoeZpRNBux1u6G63m1nvRyyHg8lkYvC2EY1GEwkiLBZLJBK5rfKmarW6trb23LlzwG4M+pTP52/cuNHr9V6+fPnQoUNLOb1IkpyYmGhsbBwcHBQKhdu2bdu/f/+6detycnJEIlGsmg6FQojbYWxsrKury+Vy5eXlrV+/fvv27RwOp6urq6mpKe7paJoeHR1F4DNoPT09v/3tb997773r16+zWKyNGzdaLJbkS9xCCn4cnQVFUYsXlr2tlpGRQZLkunXrdu7cWVNTk5mZOTMzw2A0GzIJQVF4PB7IjWKwicVip9PJYrECgQAC1THVoLIaTdNQ/ITZznk8XjAYdLlcFosFr02djBUmEolmZmZw+JEJgkD5Pzg42EQiUTQajUQizDqpwVYCTeTxeMRiMYNMrQRBoBs0bHtmJZ8YbOjp6cnJyfF6vTRNC4VChLH1+/2APoxGo3COIogOXIaOHTt29erV0dFRNpsdDAZ5PB6Hw1GpVPfdd59IJIL0ZTgexGIxGIPADAWdWCyWyclJqMmgVCrBfYw0Xey3SJJ0u93BYNDtdkMupVAohDJXEBtcvXr12rVrAcp948aNdevWgYPVbrez2ew4C2t2dnbHjh0PPfQQmsqMjIzEEtfLmLjCwsKhoSHgqEuczeRbamrq6OhoOBxGcySRSBi86UokEnB1Alyd8arQCoUC5pfD4TBumQmFQrD5IIzB+BkDNcCSlzYuTQ17r6enh/HbCqxjwO4wjtRGNgJscsZnDsoCgbphdrcQBIGCISaTSaFQMHsMxEVaHA5HXV2d3++HLLV777334MGD8K8//OEP4+PjkDHx2GOPEQTx3//93wKBgCTJ3NzcH/7whwqF4uDBgz/60Y/a2tqgqNXPfvYzuP4HAoFf//rXBoOBx+OFw+Hvf//7gFZuaGj46KOPxGIxSZJ333335s2blUrlRx99VFdXFwddCIVCTz/9NDDct7W1vfXWWxKJxOv1VlVV0TQdDAbZbHZLS8s777wDxbafeuqprKwsoVD4ve9976OPPpLJZJEy0GfKAAAgAElEQVRIZNWqVYl1IyORSH19vVarPXnyJMCZ8vLyYnnMl93y8vJGR0ddLhe6w7HZbAbjZsB7Z7FYkOeN2bgZl8uFEo5wp2F818AMUhTF5/NxbHmAf0gkEmYpP0EyDofjtu6dy/R+LLsFAoGOjg7I2We880gk0tXVNT8/zyydCGrXr183m80ymYzxyn5Op7Ojo4PFYvl8Pmad4ACYg9c2m41ZpBRFUc3NzbHvTExMyGQyMKUFAkHsqQDvQGOz2RwOB/0ZCxlUqVQVFRUbNmxYvXp1d3c3uoxDaSX0ddQnh8Ox2+0CgaCyshKuC8DbkNjQt6Beu8vlgkV45MiRZ599dvPmzTRNwyfR/Eaj0ZycHJVKBT9ktVoTAbDHjx//xS9+wePxfv/738NN3+fzDQwMMLKfV6xYEVuUIBwOX716NfmSTrGu5NgLeEtLC7NxP4lEApSh8/Pzvb29zO4aOPUpinI6nZ2dnTg0tc/nC4VCHR0dDMocDFa/36/X65OpC3FTmxrotSoqKpI5GzkcDsB3mGW5QyaeSqXS6XQ4nNRgUweDQcbBhaCGVCoVcEkzWPgR3TNYXxEEM2sdxNnUDofD4XA899xzoKCh4Cn677e+9S2apsH7Aap57dq18CebzUYX8GeeeQZ9bGpqCnaISCT6wQ9+gN5HH960aRPEPNatW4dW1N1333348OG4e0nct0pKStxuN9iSfD4fbO38/HyoWokOGJVK9eMf/xgQhBRFXbp0aWJiYuvWrbGdA9FYdXX1m2++CZ+cn59nKnq2cuXKK1euoLgLm81Wq9UMXrnS0tK6u7sRRBLKazG4QlJTU6enp8F+Z9zhyeVyFQqF3+/n8/mMB/lhV1qt1pycnJSUFGbFwuVymXIHLaCp9Xr9xYsXr1279uyzzxIEsbxLNFS8vXbtGiOZF4nHQEFBAYNMtXGtsLAw+TPwZqZHUVFRIBDgcDjMDp7D4QA2FvwqzJ5hceV0Z2ZmsrKybnahSWTjWnAJxX4MpSMv+HWbzdbW1lZZWRmXQQDbYPFhx2a+LPJFMM/Rn4cOHfr000+NRiNyVUcikffff396elqn0z3yyCNsNpskSY/Hc+TIEUYkDKVS5ubmAPjM5XIZzJlmsVhKpZLL5brdbnCwMJszDWYpZPYqlUrGNTXUbPR4PLm5ucyWY4Uml8t9Ph+Xy72t8nVL1NTIhFpGi12TC1TnghRhuVxeVVVFUVRDQ4Pf75+dnQXKSrfbbTKZJBIJl8vt7OzMzMy02+0TExPp6ekOh0MkEjmdzrGxMYVC8frrr3O53LKystHRUb/fr1AoLBYLWNkTExNut1upVPb19UGxWoPBwOVyeTyeXq+XSCQGg0EoFAaDwcHBwfT0dJqmDQaDXC73+/12u10sFv/tb39zuVxVVVWzs7M2m02lUjkcDjBJjEYj2G5DQ0ORSEQmk0Fg02AwCAQCgiD0er1cLg+Hwz09Penp6S6Xa3x8PD09nSRJYBH67LPPTCZTeXk5lM7SaDSjo6OBQEChUNjtdvgJHo/H5XJ7e3shTgWEO1wuV6fTSSSSaDQKKYIej2doaCgzM3N+fl6r1QoEgoaGBoC1Akphbm4Oxt/f3w9xJJPJBApLr9dDpkZnZ6dSqaQoqq+vLzU1lc1mQ0GyYDAIXhqbzeZ0Ov/+978D710gEJBKpUKh0GAwaLXatLQ0NP6uri6orms0GkHgPT09QqFQIBB0dXWp1epAIACMYiAlGH96evpf/vIXKKM1Pj4+MjJSU1MDwTqIG1utVpVK1dfXx2azJRJJZ2enQqHg8/kgjZ6eHrlcTtN0X19fRkaGw+EYHR3NyMgIBALAl//uu+/6fL6cnBy4z6Wmpg4ODlIUJZPJtFpte3t7dXU1cLZBAJPD4dy4cUOlUnG5XK1Wq1AooPK6SqUKBAIDAwNZWVlGo9FoNNI03dzcrFarRSLR2NjYxMQEm822Wq0ulysYDIbDYZFIZDabCYLg8Xg3btyA1djX16dQKIDWGcVC5XK5Uqk8duwYkKtcv37d5/N1dXXJ5fKUlBSbzSYWi9H4BwYGYPw9PT1isVgoFOp0OqFQyOFw4B0ul9vT0wPknzBgPp/f29u7atWqmZkZqVT617/+VSAQaDSakZER2D42my0UCkFZLI/Ho1QqYcBCobCnpweCq7OzsyDq3t5euVwOaS/BYFCr1fL5fI/HA2vs7bffDofD2dnZ09PTdrsdll80GpVKpQB55PP56BF6e3shpmI0GmUyGdo+vb29aWlpXq93cHAwNzd3YmIiHA6DFy41NVUkEhkMBp1OB48Ayw/td71eLxaLBwcHORyOUCjs7u6Gpdvb25udnU2SpMlkAu3f09OTnZ2t1+uh2NVbb72VlpamUCgcDgeQ/MGFbGpqiqZpqVTa3d0tk8n4fP7c3BwM+8aNG2KxGEphZGdn2+122O9o+0B5xpycnHfeeQfQBHa7PVZfjY6O+nw+0Fd8Pp/P53d2dgIKFvRVNBqFRwiFQv39/bD8dDqdUqmEGqGdnZ00TavV6snJSSBqBr8Z6DrYiaCvpqen+/r6ZmZmtFptT0+PRCKBMzteU8Mo3W737Ozs5s2bAQ5VU1OT+lVTq9VyuRzqrfB4PCjxKxQKQRZwhggEAplMlpKS4vF4Vq5cyeVyJRIJn88HBQrVacViMTgKQenDv8CtCZ9BnwcvBLwDpytUI3Q4HKtWrYKuhEIhUCQDMwP0AGsCXoP7MvYnQBvCg8D44QLB5/PT09MtFsvKlSvhfYhowyPAAFBXEEuJFQWbzYbzAP0oVPsFKSkUivT0dDhsNBoNzBCMH7qCfA0kJfSL0DkMGAkBDm0YiUAgKCgokMlkU1NTxcXFSKoQ4UHjh3GizkFoUqkU+pFIJGg20a8LBAKpVJqTkyOXy8Vi8fj4eFpaWk5ODkEQfD4ffgU9gkQi4fF4kJjK4XBgYLE/gUQBAocPZ2VlKZVK+ArqisPhDAwMhEKh6upqsEokEgkcKiA3GC0SOHpHKBSiFykpKenp6UKhkMfj/eEPf3jrrbdEItGGDRvEYjH4cOx2O9Trg8HD+AE/LpFIuru73W43zKZSqYRMIq1W29/fL5FIamtrMzMzFQoFTDSMOW42kcDRmoFxxgkcHg1SNDUajUgkApnAUS2VStF2gAuBRCIBOYBg0bPDqkPSgJUJQhOJRDqdrqCgAHIdEgUet/zQmoEX8A7am2j7gPwlEonFYuHxePn5+VB6EbqC5cfhcGK7QpsULQw0WugK7URYfvCOw+EoLi7OyspCAkf7XSgUggzhndgVjkQBvwIwDFh+aPtwOJypqamSkpLc3FylUgmqKVZfxQo8du4IgoDHBxcKbFIYMDy7RCIZHR0tLy/Pzs6Gmy6IAnWFBA7rBzxsUP1dpVIRBBEKhUBTE3Ee9Gg0CgHunTt3rly50ul0nj179uGHH15eDEqtVi+jWu5SWltbG0EQscAmBltfX5/NZltiXe3bDbSaTCaz2Zyfn88s0pym6ampqZSUlMHBwe3btzM7bJqmx8fHUfGt2tpaZgnHgfMv1iPh8Xiampq2bNmSJATC4/E4HA5I23nhhRfa2toeeuihY8eONTQ05OTklJWV8Xg8n89nNBpHRkYUCsXOnTvjPJUWi2VwcLCrq6usrAyOpcLCQogxBINBg8HAYLzB5/O1tbXt3LkTAOyxRYQZiTlfu3atqqpKKpWOjY2tXLmSQXQQHGAej2fFihVI4MxuHBi8y+VitjILKL2rV6/C8ma88+vXrwOqZBlB/sHBwenpafCwcRNdQkD9nLxnU6FQ4AB+IBdN8vRUi/itoDwj4z3z+Xy1Wj0zM8O4ZAiCyMzMNJlMjGPAoXMIypnNZqVSyayaZrFYcSxFFEVdvXp19erVySPVYok+gNLM6XRevHixoKAAkf9BQamioqLm5uaLFy+ioq7QNBrNzp071Wq1Xq/fu3dv7KqA0t3MhjF4PJ7f75dKpRkZGYxHtzgcjsvlkkqlWVlZjC9vkUg0OzsL11wcGweCtzgy6QiCAKcHjs7B3k/ed48LpQdp6DjmLHbZ4escB5kq+HDgNso4agX8j2azGQfglCAI2Cfz8/M4VnNcakB3d3dKSgojsSO4UcLrBx544Cc/+YlQKFyxYkUiRyuXy929e7fb7R4aGkrsZ82aNTKZLO5fcJNl/NDyer1I4Mw2tVoNqTrMUssiTc36KisNx8YBzCUmYC7kQ+HoHIadPAQOl6amKKq9vR0H8APatWvXmAWExl1YmKXBRc3v9wOemnHJQHUuFouFAw8DwUCSJEOhEA5NPTAwgGbTYDDY7Xam+CedTifCKQN8W6FQgEcuHA63trbGZSfv2rVreHh4QVAthK8hrRnNJuMYIYh0Qf05xuUsk8mAoKOvrw8oq5jV1EKhUK/XT05O4tg70WjUbDaPjY1hMqHsdjvUmWT8NjA2NpZ8EjwuTc3hcKqqqjDhnVks1tq1a3HkqUMrLy9nvPoBNLFYnJ+fzyy6Hgm8rKyMoigcthibzV67dq3NZkPxE2ZbRUUFOKkpihoYGFi3bh1TOUdKpTIWemUwGPLy8qBzqOj60ksvxXJ3QMDc4XAsOHerV6+OTesQi8WMFF6KbQqFIhAIcLlcZmu0I03N4XBoml67di3jV1JgGxcIBDiAdCwWKxKJcDgcpoh8EzuH3FQcGzMlJWWRmpnMaOplc+kB6QmOXQ2NJEl8nYdCIUwe9mg06vV6mSXYRc1ut3u9Xkz3mHA4bDQaGazcHCdwOL3GxsbkcjmDzl+KolA8o7+//+zZs8h60Gq1zz77bF5e3vDwcJwrxuv1LtgbnLKIzgm4W3EsEpAJDkMhFAoBczeOeYRjhnHuUGiAPsQUnZLL5QRB4Ogc1lvyDgBcXHqhUMhoNGJSpsA0hs+1Mjc3h8kJ7nK56uvrcZi9FEWdPXsW01UAYPXBYBBHhhiLxWpsbCRJEsCksVkwyTeTyYTyj997770zZ86gSFp+fv63v/1tvV6PChzHKsqbtTVr1iD3iMvlam1txaGpaZq+dOkS43cvDocD5cpA4IyPXKlUzszMdHV14VgkMpnMZDK1tbXh6BwqoCM+BgabVCodHx9PnnMRl/eDzWYDHhBT/yqVCp9NDahGTEf32rVrMXk/7rjjDkzDZrPZW7du9Xg8mCixduzYwefzx8fHlUols9iVrKys8vJysJWgNjmQEbNYLK/Xu2XLFoqienp6Yr9itVoXYbtNTU0Vi8VQ51ehUNysZG0yDcDCtbW1OLZPSkqK1+vdsWMH45w2rK+SQhkvoAUNgNJxVLQMdi4QCHDMJkEQeXl5yftVMEYUSZLEsRrgKhEIBBjHiqErrd/vxzRymqbdbjemzk0mE6bTiyAIs9kM8Xcc/QeDQYqitFots87ZcDjc3t7+m9/85uOPP2Z9Reve3NwMwbS5ubkTJ05UVVXV19ejr+h0OsimW6TbsrIyiFICOR8Ogfj9fkw9A9czJu8Hj8dzOByYHBR8Pt9ut2MSC4/Hg7QjHGcAcPb+g2pqKEiDA5IMO5CiKEwGO1zDMY3c6/UCtzIOgff39zNe+gC1M2fO4EB9QOvu7p6amhKLxQwa1DMzM//xH//xk5/8pL+/H/ZJQUHBhg0bAJUE1uUrr7zS29t76NAhJMPm5uZbWm1paWnRaNTpdPr9/u7ubhw3cYvF0tPTg+PuxePxnE5nV1cXDuiUUCicnp6O8/szqKlBLJg6t9lsUCOCcU2t1WonJiaS7Yf1v7Cx2WwouopJU2dnZ2OKKEokkq1bt+IYOZvN3r59Oz7f/ZYtW/B1vnfv3ubmZmYxA0BIdPTo0UOHDgFB8Ne//nWY3zNnzrS1tT3wwAMdHR1HjhwBsulgMPj5559nZ2cvhU04Pz9/bGxs48aNcT5uphxZNpsNR88sFgsyrZMsKraIzIuLizFlDgMv24YNGzBZlnK5nJGkv0Szsry8PHnUKcaKtwyW/1nQu4Kp53A4TJIkpogiSZJAiI5jqYXDYXy+exaLxTjPOmoejycQCCRZxc7hcDQ1NYVCoRMnTrDZ7MzMzF/+8peJUE4ej3fkyJH6+vqenp7NmzdHIhGLxTI7Ozs2NlZcXFxdXb2U31qxYsXk5CQUM2X8AAMqJZIkcRyNIpGIzWbH1n9hsMHyw1Qzj8fjEQQBTEk4jgEo/sJ4OgJ4hAKBQJKzicv7EQ6H8ZlgUAoI3xkwPz+PKa0mEAjY7XYcxwBN0xaLBZPvPhqNzs/P48hTh9ba2gowqcU/5na7Fzz+Q6HQxx9//L3vfe9Pf/pTT08PZC0Bp5Lb7Z6amkpUhYcOHZLL5adPn37//fcvX74ciUQOHTq0RDUNKkkqlep0OggtMq5Mo9Eo0D3jcFCQJDk2NobD1hEKhQ6HA9PIoZYbDoHDaiEIAkfODofDMZvNydeWxFhHEROiC5RpamoqJrOXIAjgG8Ok8vDFKnG4v6GB4x6fwZ6RkXFLW0an073xxhv33XdfIoyPoqiWlhY2m/3MM89s3bo1FgAjl8vRAXP16lWDwVBaWgpxy4qKimQCmFAohFlMIfIhBAIBTCkefD7f7XbHFUlg9uKFKfMFSE0xiSUajQoEAhyzGY1GMzMzk6eswmVTR6NRTPFlaKgWMiabGp/rBtMOgQwuTGMOBoOYrHVoTqfzltlAkFx3+vRp+HN0dPTs2bOwxsRi8dNPP/3iiy8eO3YsLS0tTsIIilBXV/fyyy8zBcgFou3Y5HIGrTC/3w805ZhWoE6nw7F9gJs0+TrcixxgjBc+R5YlTdMIwcn49omrPf8PpKkpisLnSo5Go4FAAJOmDgaDyRecXkSf4kh7AY8QphAruBcwXQVYXyF5bokEz8zMfOaZZxwOx/vvv//KK68899xzb7zxBiJqKC4uTtT18/PzHR0dly9fBn8IEGMx9SBQwAGKBzKu72QymdVqxSRwuVyOr3O3243j9EJmNQ6Bg6bmcDgLsggkP5sCgeBmWa///70fkUgEU840aKWMjAxMiikajRYVFeHTeviSU3CUgYcWCATwde7z+VQq1VLcTampqd/4xjfq6uq+/PLLbdu23XnnnTcrp0SS5K9+9au6ujqbzUYQxKpVq7Zv3x4IBCiKYioCAeUskudzuNkxwEhB65ut8PLyckx3O5VKhW/kUqm0qKgIn/eD8epc0DQaTfLJwxhtahwHFNqHBoMBk03NYrEmJiYwRRQpikr+dL3ZUsN3XyZJUqfTYerc5XJNTEwsPpsAgn711VeLi4uPHDnyy1/+8vnnn9+8efOCGAO/3//000//7ne/m5ubA46Lzs7Ol1566fz58+vXr48rxpjMZTwajSafJXyz2cTBpYdGPjAwgGn7OJ1OTEE/1v/LjIjjMo2JqM9utyd/icGoqc1mM75LkE6nw+RKjkajBoMBE8sMFDnE1DM+gZMkiWiJcOyQmZmZRRTH9evXf/zjH//kJz9paGjw+XxlZWWbNm1qamo6derUggfqiy+++MEHH0DFA4jpQ+mmubk5pVLJIGbW6/Vi0qcEQeDT1BKJBKom4uicw+HgO9QdDgemtBqCIEiSxNS5y+VK3orCiP3AQduIxFpTU4MvgHb8+HFMfK0ALME0bExJAeD92LlzJ76l8uCDDy7iburp6RkeHj569OiePXsAyBEOh8fHx5uamkiSfPDBB2M9J1qt9rPPPpPJZARBRKNRuONHo1Eou/f+++8//PDDTLksFArF6tWrcchEIBAcPXoUn6Hzta99DZN/r6CggPECV6hlZGQwTjP7PzCbZWVlyef34mI9dbvdOGi5Ueetra34vB/t7e2YuAuCweDc3Bym7YfpJs5isSKRSEtLCwtbu3LlSuxsOhyO+vp6ZIYcOXLkpZdeevrpp0tLS+F45vP5J0+e3LFjR11d3alTp2K/6/P5fD4fqCFYumgNs9lsj8fDYDAtGo329/djWicXL17EZ+i0tLRg2j5WqxWTDwHcCDgSvtENCRNRn91ux25TL5v1FDYGJplGo1F8BjXWkbOwofSwDhtrobXYkZtMptbW1osXL05MTDz33HNAVL1g7qJUKn300UdpmgYgdiQSAVAHBPGR8wqtXjCrA4HA9evXE0tzLa9BYWlMKxxriu//0hUOtcD/N4oleZng8n5IJBJMGHXofNOmTfgWRHV1NSb4sFAoBJYJHIsMn7uJzWZv2bIFU+dcLnfz5s0wm01NTa+99lphYeGTTz55y6r2YrH4iSee4HA4Z8+e1ev1jzzyiFgspml6EXgoszB/iqIw3ZeFQmFc4V1mj4HlZb4Eg0E2m7341lCr1fj8eykpKfi8H1KpFFPnarU6eewHF9/20+v1mFAvfD5/dna2rKwMk7IeGxvLy8vDZEXabDZMSVwmk6mwsBBHzzweb3Z2FtPROz8/73A44ADbtGmTXC7fvHnzEhNc+Xx+NBrV6/X19fU0TT/66KN5eXkVFRWtra2JuHVg4WEwkxOSm3NychiXCU3Tk5OTmMgLCYIYHx/fsGHD0rdPf3//yMiISCTy+Xx8Pr+iouJmW9vn85lMJkz5yT6fb2ZmBhP8NxwOT09P42BgB5qHJJU1Lk0Nhdnx3VMw5Y8gExLTGYAv04/P5+MjWpFKpYzzqZpMpk8++WR4eNjhcCD7saCg4HYtMoIgHn/88Y0bN9bV1V27dm3v3r0vv/zyyy+/fP78ebvdHolEwHWTnp6enZ2t0WiYehBA4OJQ06CpGSxRFtf8fv8SybAikcjQ0JDD4cjMzDx48CAccl6v12g0NjU1qVSqNWvWxHkMPB4PJsgz3KIwnV7gJcMkcw6HkzxnDkbsBybgMOsrsjEU2Wf8jDGbzZg0Nb4k+2g0mnzG6s2aSCRiJPEsFAoFAgHgQhMIBNFo9IEHHigvL+/s7KQoatmXGC6Xu379ekQsmZ2d/ctf/vLnP//52NjYhx9+6PF4HnvssZUrVzKbZkmSpM1mw6Q4fD4fvsAATdNWq3UpXrjLly/zeLwdO3aYTKbu7u6NGzdOTU3pdDoul6tSqaanp8PhcBytldfrtVqtmPKkIEsjeQ6NBXc9RVFWqxXH0ev3+z0eT5JLZQEPutPpnJycTBJQDBWG8LlWxGIxPrMXH70nj8fz+XyYzm18e1soFCY5m6FQqL29/fnnn3/vvffAflEqlf/yL/+yefNmhUIRCoUYPMCMRuNbb73ldrszMzMfffTRxx9/XKPRMJ4N7/P5xGIxpqXi9XoxFRdmsViBQCCRHWXBj1mt1m3btgUCgY8++ui3v/0t4IKHh4fb2tp+/etfl5aWzszMxCkKkUiEg5UUbR9MhI40TUejURxOm2g0SpJk8j6ABZZvd3d3S0tLRkbGE088wWazl7fECYLAR+0WjUYVCgU+TZ2bm4upc0D1YlrE+NxBAoFg2VAE4Ng8ffp0W1sbcKElyjY7O9vr9TKVZ6/X6y9cuKDX6+fm5lwuF03Tq1atev7555mdU5fLlZWVhaPIDgA/bnkTRyqSw+Gw2Wz0J6BfkPsCzsXY5eF2u9VqNVClo4oZ0WgUsZ6BJaTX65VKJYQQH3zwwdnZWYqidu3atWvXrkuXLnG53NLS0unpaYfDEWstpqamJskzvvjeZCrFNHFjQsFDHNY6j8db3okey17Jef755+P+vWLFisLCwrq6ul27dhEEcenSJYIgDAYDLH2v12uz2UQiEYfDGRoa0mg0brd7bm5OrVa73W6BQODxeGZnZ0UiUXNzs1KphHLFwWBQKpXa7Xaapvl8vlar9fl8MplsbGyMy+UKhUKLxcLlcrlcrtlsFolEZrNZIBCEw+HJyUmVSgXky1KpNBgMulwuLpd78eJFkUiUmpqq1+udTqdCoXC73cFgUCgUWq1WkM7U1BRQ/xgMBplMBn59cG5IpVKSJEdHR1UqldfrnZ2dVavVkUjEarVyudxPP/00Ly8PaiGbzeaUlBT0CC6XK3a0o6OjfD6fz+cPDQ0plUrgogV+YZPJJJVK/X7/5ORkamqq1Wo1GAxSqXRgYCAjIwPK2REEYTKZYPxQv0ckEtlsNthaIAQ2mz04OCiXyymKGh8fT0lJgW9JpdJQKORwOCQSicvl8nq9V65cSUtLUygUXq/X7/fDOOfn51Uq1ezsbCgUkkqlQ0NDIpGIz+dbrVaoizgyMiIQCHg83vDwsEKhCAaDU1NTKpUKpATj12g09fX1SqVSrVbPzc3B3DmdTqhdYDAY4BHGx8fZbLZIJBoaGpJKpfAIf/3rXxsbG6VSaWFh4b59+44fPw4rJDU1NRQKOZ1OsVj83nvvAc/n/Py81WpVKpXA0y+RSBwOB9RemJmZAecJ4O1GR0cVCgWHwzEajTKZLBKJwDvBYNDn82VmZjY2NhYVFT322GOlpaV33XWXRCKx2+2wUOERQqFQOBwWCoXADcLj8UZHRzkcjkgkGh4ehj7HxsZSU1Oj0ShIIxgMjo+Pq1Sqtra2hoYGnU43MjKiVCoVCoXJZHrvvfcuX77c2toKHQJl3ZtvvtnR0XHlyhWHw1FUVEQQxNjY2PXr10+fPn3p0qXGxkaBQOD3+0Ear7/+el1d3dWrV9PT0wcHB4VCIU3Tr776an19/eXLl4eGhkpLSwUCgU6n6+jo+Otf/1pfX3/+/HmfzzcxMfGXv/zl0qVLFy5cEIlE+fn5IyMjYrH4448//vvf/97Q0KBUKrOzs4PBoF6vP3PmzPnz5xsaGoaHh5VKZSgUksvlV69effHFFxsbG7/44gubzbZhw4bu7m6FQpGTkwPKurGxsaamRiaTkST55ptv7t27Nzc31+/3+3w+oEI0mUw2m210dHR2dlaj0cDyg+ji9PQ0LD+0381ms1AonJyc5HA4fD5/ZGREoVDAlkxLS4OdKJFIQqHQyMhIWlqa3W7X6XRms/ny5cuZmZlSqdTj8cB+1+v1EFWmaVosFsOD83g8k8kkEolA4HApHJVSfyAAACAASURBVBwcTE9Pd7lcWq1WrVaj7QM18xwOR3Nzc0pKSjQadbvdUqk0du0FAgHQVzwej8fjDQ4OqlQqNpsN+52maVgJ4XB4YmJCo9HAs8tkMofD0draCoolJSVlbm7O4/HI5XK03y0WC+xE0Fc6nW58fBz07eDgIJfLhWq53AXv0W1tbWvWrBEIBD6fLxKJeDweDocDR71AICAIAiwsv98fjUYpioIMaUBHQZl6Pp/v9/vhShsMBuGQR6DXUCgEPQSDQUgIJkkS3gmHw3BfiO2Z9RV3JZRnlEqlQqEQigmEw2HogaIosAhQV8FgEKKa8F3oE/0ZjUbR+KGraDQaiURivR+oVGUoFILrPzwj6ioQCMCv+/3+2PGjX0GPEIlEQqEQ0LnBv8DeQeNHXZEkCYFH9CvQOcCB4x4BLKlIJELTNBStgB9FXcWNH40TSQl4i+AFTDF0Aj3D+DkcTlpams1mKy4uRrx6SOCxjwBdQQ+Tk5M///nPzWbz/ffff+zYMaFQCKowEonAB2iahl+pqakZGRmBrtCagblDNS1hFXE4HHBwI1FAD+gd6PPuu++ORCJXrlyZnp72+XwjIyPbtm2LRCJIGlwuF5nYC4qCpmmCIOIETtM0zOaZM2c6OjpAy5SWlq5YsSIUCnV0dNhsNigEA75Uq9V65coVPp8fCoWQfRQKhSYmJjo7O6VSaTgc3rRpE0DCgSNBq9VyOJxt27YJBAKSJCGPH24GUBcYbTG/3x+JREiSDIVCkUjE5/NxudxIJAJzAR+Gsw2MHvTrYINDtRqoGgr/ksvlPB4vHA7DbRg6R84BpB96e3tDoRBEBYBrF6aMJEmPx6NUKjUaDdomsQKPW+QwZWj7xK49tLDRO1DkWiwWazQatDLhV0KhkEgkCgaDMOzEnQjTCvsdSS/2V6AUMofDyczMDIVCFEWhHYrWHqyWuK4SN2nsgEOhEGxwtVqtUqlASmgnJqo+WPNAkQoXI/Cw/d+rVlyrr69/+umntVotTdMOh+Pdd9+N3n7zeDwXLlyI4mkej+f69euYOnc6nVBsFEcLBoPt7e0wu8w2mqY7OjpgdeJo169fB1LjpYwETdPvfvc7yD+8Zbtw4YLT6WRwwOFweN++fUBjdujQIWal0d7e/u677w4MDIyMjIDMgd3YaDQajUabzQYf8/v9BoPBaDQaDAafz4e+7vV6TSaTx+Nxu92w86EHn8/n8Ximp6e7urrgzUgk4vV64ZPBYDB2DJFIBI5k+JOKaegzcX9Go1GHw7HEvaPVas+ePYuE+a//+q9gtz7//POnT5+G9z/44AOHw4G+4vf729raMK1AiqKwdn7u3DkcPZMk2dLSEjcLS2zj4+NnzpyB1wuEieCK3draCuUEl00zjYmOjvUViRK+YvUzMzOY4n5+v7+9vR2HZGiabm1txTRsFotVX19/S/iHwWB4/fXXf//734P5IJVKn3322a1bt96y88bGRpVKlVhGi5EoK5fL9Xg8jJPEb9++fdWqVVarFVzABEGkp6dnZGRkZGQgTK5IJMrMzMzIyMjMzIz1wkskkrS0NKlUKpPJUKiWIAixWCyVSkUikUQiaWxshFxciUQCn4yruQOmMXJJs2NarPs1LhTsdrtJkrx48eItIQMQPHC5XLFRZXBM79q1i8VimUwmPp8f66kPhUJjY2PXrl3DsQJDodDc3FxDQwOOziORiNvtPn/+PA4/Nfi7lvfIi0UUn3rqqVjNkswQ8WE/oPwlptCcWCzGxIogk8ny8/PBicx4SKSoqAiunzhGfvTo0UVQgOFw+NSpU3V1dQ6Ho7Ky0ul0QkBsiXCUyspKkUjU0tKC/GO3C2bQ6XRutzsajfJ4PKVSmZuby+VySZKEep4Gg+HPf/7z008/zQhgNhAImM3m6upqiqJw1HPy+Xzp6ekajQbHCg8Ggzwe74477rilnNlsdmlp6eXLl48ePcrj8Z555hmVShUMBp977jmlUgkV0aqqqmIHCUhtHDKBkUskkuSLfN8sPKtUKquqqhjvmaKo3Nzc5DHmuPDUoO8w1Vfm8XhCoTASieDonMvlgi8V0xmjVqtxEJ8SBFFYWJjMybp4Ky0tPX/+/M0w7Gw222KxZGRkPPnkkzU1NbcL+4HAgFKpnJqaut1MyN7eXojhpKen83i8UCg0MDDQ29tbWVlZWFjodrt5PJ5CoZibm/uv//qvb3zjG8nnzQ4NDa1YsYIgCIgR4bDv8EGbkNt0iSfo/Px8XV3d7t27AeAhlUqlUqnP52toaNBoNHHZtlDiAwceBjpPS0vDlP0Imjr5nO8FNbVcLk9+2Nxb7v/lrRjwyWJimYGQZjgcxpQGiYIkOOwCo9GIgxYSwt+YQLg0TY+Pj8vlcghbL3gCPfnkk3BVX0b/o6OjRUVFq1at6urquq2CO1evXrVYLHv37o29SZSXl2u12tbW1n/+53/OyMiYn59fuXJlZ2fnO++8MzIykqSmhhncs2cPGNd6vZ7xlDzwN46OjkLQn9lmt9szMjJA4Eu58ezbt6+jo+PMmTO5ubn5+fmBQMBgMBgMhsLCwkSWXYg/z83N4SC3gfjq9PQ0Dl4RCB1NTEwwPpuQZ2QwGJLMqcHFpcfj8QAJh6OgNYfDUSgUmPzUYNxhqiQgEAhKSkpwHAMEQZSVlWFimmWz2QUFBU6n02q13iz1IJmUhLy8PDabrVQq5XL56OhoWVnZUr5148YNq9V69OjRRM2+YsUKuVze1NRUVlYGbNR79+7Nzs5O/owcGBjIzs4GEwFTNjlFUZiwvayvkBIg8CVOfU1NzapVq0ZGRkZHR0mSVCgUBw4cWNBwhkJrmHKy/X6/QqHABNYG3AWOAyYQCKjV6uRzWXF5PzgcDo/HAwwyJpWHr/a5RCLBdAwQBKFQKAAxzXhLS0sDSCaOZEWBQJCRkWG1WnGQQCGvfVlZWWtra35+/i1vS8FgcGRk5MCBAzfTOAqF4uLFi6+99lpKSkpxcfHzzz+PDgCSJL1e7zIupC6Xy2w2g0ENWmzxeMPw8LDFYvH7/Ww2WyAQ5OfnL13/Mh7JAKFBZPJ2gwEpKSmbN2++JX+Dw+FITU3FRG4D9zkclh+LxXK73QBBxnHA3JKAcElHJiZlB/FlfMr03Llz+CqINzY26vV6HD07nU5UKpvZFolEzp07JxaLASvKeOdnz55NS0tzOByxHvxYTB56HXchi/OALfjJc+fOAQRNKpVmZWXduHEj7vOosb4i05mamoK8KhaL1dPT88ILL7z44ou/+tWvhoaG0KH4zDPPlJSU5OXl3XvvvUjFRKPRurq6X/ziF7dbUiAajXZ3d5eUlKD97HA4GhsbF/ywwWD4+9//PjU1lZ2dvXXr1urqarVaff369U8++WRxPhwA3YdCoS+//JLxsLbX66Uoisvlnj17dhm3xsXVdDQahTwOTNgPiqLsdvuVK1cwdR4MBpubmxmXOU3TQ0NDg4OD/6A2NZfLXbNmDT5NHccLw2yrqqrCFFGUSCS1tbVWq5Vxy5fD4WzevHliYsLj8TCexz83N3f27Nnu7m6PxzM0NPTkk0+CzfvWW29NTk4ieyEcDpeWlp48eRKMlDfeeMPlchEE8cQTT8Cl1Wq1vvHGG3CWCIXCxx9/HGKJs7OzP/vZz4RCIUEQEH5YsWIFfOXNN9+cmZmBHI177rmnsrKyr6/vww8/ZLPZDz30EPxudnb2vn37gsHgG2+8cejQITTs0tLSLVu2FBcXr1mzJs5CdLlcX3zxxaOPPrp0IYyMjHC53Fg/plQqXbAowczMTHNz865du2Jv0ykpKRUVFUNDQ59//vnRo0ch2yWxmUwmoVAI8AzGg4oejweC8Bs3bmT84gXpbHl5eZiiU1wuNy0tDVNois1mp6eny+VyxmUeDocrKiqSZ5XCyHqak5OzbCz2LVt2djY+P3VGRobFYsHkFEpNTdXpdCilisGmUChSUlKcTifjccVAIODxeAYHByHhAh1j09PT/f396J4O2b3IDB8dHbVarZBaiTbzyMiI1+sFUtzYg3xoaAhs1Ugkctddd0E+ulwun5qaGhwcFAgEwWAQ3A4ul+vGjRuxt+y0tLS0tLT29vby8nJUToEkyW9961udnZ1CobCysvLll19Gxbq2b98uFApPnTp14sSJJToZLBbLzMzM9u3b42Yz0bkH2R8HDhxIT0+HOFXsSZafn0/TdENDw913372gUjAajUCNcjNVnkxzOBwAb5DL5YwTqPl8vkAgIJVKcex6KBAhEokweVMjkYhYLMYhc5IkU1JSkj9gcGnqUCh0/fr1bdu24eicpun29nYckXFonZ2dmJBGDofjxo0bAoEgEAgwq6kjkUhTU9Mdd9wxMjLCeOkKjUZTVVVVVlYWDAadTidSPQcOHFi/fj1yekYiEXRIiMXie++9NxAIEASBqN8VCsWJEydA0XO5XCRklUr18MMPg9KkKKqyspIgiPb29t27dx86dAgMQIqiABNWWFj4+OOP22y22EwcmqbPnTtXW1uLTEUI5c/OztI0LZVK43ys0OcSvYehUKirq6uqqipuyrxeb3d3d1wt4L6+vsLCwvT09N7e3jfffHPLli0nTpyAf/3xj3+cmJh45ZVXxsfHp6amEgtKQEI28F1cunTpwIEDDJp4kDUKYYb6+voDBw4wC3INBoNKpdJoNM7MzDC+8SGb3Ov19vf379ixg9nOIZMwHA63trbu3LmTWbM6EokAzdEtaxj9/9HUAoHgzjvvNJvNmK4q+/fvn56exjT4AwcOtLW1xXI1MNVUKlVtbe3w8DDjrmoul7tnz55wOAy0asxuQo1G873vfQ9WcEtLi8/nA8ksUrJLKBTu3bs37k2pVHrnnXcmfviee+5JvIw7HI6WlpbEmug5OTk5OTl6vb6zsxPlQQwODjqdzpqamthPouoKC0rjjjvugBd6vd7tdkNBE6ArysnJgWMjHA57vd6rV6+q1erYCCRkcvN4vKqqKuTIAhiZzWbbtGkTSCA1NRUVOB4cHBwbGwPvcHl5ucFgSNTUJpNJLBZDIZvdu3czqzIgtAU26f79+xnPRfD5fCKRKCsrCwf2IxQKkSSZnZ2Ng/kakuzLy8u3bdvGuPfDarWuXbs2+VIyuDQ1kJ44HA4cnUejUZ/Ph/JcGW8+n48gCByamiRJUAoul4tZSFA0GrXZbOnp6cCoxWyRIaAGBHtZrVbrdDpm+7darRqNJu4+XllZ2dnZ2dLSUltbm/iVzMxMiqKmpqYKCwuj0ejnn3++YcOGWJuXy+WGQiGg/lkkykqS5Ntvvz00NLRr164VK1YAnXxPT49ard62bdvY2Nirr74KF6DJycmHH34YvtXY2Hj58mWgZrz77rsrKyspivrLX/4yPj5eUVEBzvfS0tLS0lKtVgu/cuHCBeALZbFYKSkpCxaS1+l0IGTQHcyqPOBuhAuQ3W5PS0tj1gECiakgc8Zpu/1+v0qloijK7XYzXp0LeKYIgnA6nYwnv4Dfxuv1JnlNx4X9CIVCKAqP4xgYGhpCjHGMt/7+fg6HgwOh4Xa7BwYGJBIJ4wQdNE13dXUBCpDxM4yiKERckJmZabFYmJV8T0/PglCEDRs2iESipqamxJ+DIrzXrl1zOp2Al4grETsxMVFQUHDgwIH9+/cvUuC1r6+PIP4Pd28e3FhW3Y9rl6zFkmzJlrf27na7F/fitqe7pzf3NsMME4YMFCEUqbClkgyBgkqGAAlLwZBKgEolqUCFDBTbAIGEYma6e3qx3W27vdvybku2JGux9l16Wt97+v1xvnkokiw9vfc0UL/zx9S0JN9337nnnnvuWT6H/fWvf/0jH/nI9evX4ffvfve7hULhf//3f0P2dE9Pj0qlyk4Yh/SVbAlks9kEIhLxLOLbBw8eKJXK48ePQ3AFOozkew/i8TjEUVOpFMCEMcjkUChEqP7FxUXGvcmZTKa6utrn8wEsIuMbBxCV19fXGR88lUoBruHq6iqzPIfWnS6XiwEHQHEwp0Ag8OMf/5gyutvk5CSB9cU4zczMAPZ5JWhlZWV9fb1Cg/v9/unpaWrwWiXJaDROT09nKknj4+MWiyXzTpFWq3377bcLrvXe3t73v/992GDZUItjY2M//elPS468t7f3ox/9CNAp80mn033ve987SLaBcvIUE4nE3bt3AYEkk8m8/vrr3/72tzOZzKuvvvpnf/ZnH/vYx06ePDkyMmK32wGAKedxs7OzlWPj1NSU0+msHEjk+Pg43GAqBOW4ublZocE9Hk+FsDmTyeTU1BTlP19fXyew9Crl/QAHBZvNBkA+xgeH3RWNRivRWQYKliqBoQHQtzKZLBqNMhtUBLRfAPA1m83MuqqJweGfbW1tJpOJQe9NLBYD0PeC3548eXJra2t0dHRgYCDHTdna2vriiy/Ozc2ZzWaZTBaPx0UiUSgUqqure+mll9566y2A0Kurq3v3u9+dM34mk5mcnLx27RoRVzSZTEtLS2q1+umnn+ZwOD09PW63e2FhIb9sGoYCDZWdPSIUCqFRxtGjR1n/C1LMYrFefvnlWCy2urrq8/meeuqp+fn5nKI1HMf39/eJoFMOwxlx6CWTScJnVZzh1MaHfGpIDWK8bIfL5dbW1uI4DjWWjBvsBJI1s4MDyjlENWi6Uivl/UBRFA7wSqRUAxYwi8WqUFNdh8MhFosr4VpJJpN2u53H41VXV4fDYWZ5AsErqVTK5XKZdYAAWjHxz6ampmQyyWClpc1mK34ZP3LkyNDQ0PLyss1my/lKoVDcvHnz2rVrHR0dra2tvb29zz333Llz53g8ns1mMxgMBoOhYB1TOBxWKBREdXImk1leXo5Goz/5yU9+/vOfw4dnzpzZ2dk5KEE4kUjY7facD/v6+tbW1kDsjx8/DkFXmUxWX1/f39//4Q9/OBqNut3unFJPh8PB4XAI9y70/mBwBX0+H3RCgX9arVZms54DgQBEXAF6m/H9HgqFoOeOw+FgfFfGYjGZTIbjeP5q0o9LJZPJSCRCf7NUEEuvq6vLZDIlEgnGM964XG5bWxsk7lRi8u3t7fF4fGtrCzqtMDiyWCyGiL9YLPZ4PAwGsrlcLpG2qFQqnU4ng4EXAMDM/if0fyKDPU2GyODn1dXVXbt2bXp6GkXRfPiOfNAGDoeTjd9b0G+bHT5is9kvvvgii8WSy+UPHz6EspqqqiqZTBYKhQqWnldVVeXX1ms0mu7u7rt37z777LMnT57Mf4U33njj4sWLObbb7u5u9lA8Hq9cTMHi5PF4suWB8QzXQCAABjtROMqsfQPAmXw+vxJgBoAvyOFw8rNx6N+hhUKhUqmkj6VXwYgidC0rAmpM5/3X19flcnmF6lPAQw292pgdGepHWCxWc3NzKBRiMHyBYZhWqyV8Al6vl0GQKQzDlpaWsj/p7OyEZoaMjL+yskJmtgKB4Ny5cywWa21tbXV11WAwuN3ug/4QKl+Gh4eHh4c/+clP5puQHA4n371gtVqnp6c/8IEPEJ9ArOmgK3/BKuEzZ86cPXtWq9XOzMwsLy8vLi5qtVqtVjs5OanX69/1rnflVKytr6+LxeJssKd0Or2yssKUeEBDgOzxtVotgxHFZDIJvStZLJbX62UcJgy6dPL5/HA4zHieAhSpK5XKRCIBG59ZNdjY2Oh0Ovf29n5PbWqhUHj06FHoOc84kCCXyz127Bgcs5XIpYM6N2i/y+yFQCaTgQdToVCw2WyiWyAjPCFw0GUymUQi2dvbo4/FTAyeg+AOEGu3b9+ur6+nb0MVrMk+SFkTBrXf7zcajUtLS0KhsKGhoaGhIbuFCpfLNRgMW1tbmUxGIpFk340wDAuFQjqdLplMEjWNLBZrc3PzX//1X1955RXiEalUymw2H1THIZFIYDXzqampCTD8iPwQSOnL/6XL5drb23v++edzrqTkeVKSoGdxdpkPs5D5Ho+nqqoKJFmlUjGeRefz+SCiU11dzXibAoh1gWM9WxiYssxyMvF/72xqQJKFZgKVsKmNRiOPx4OgIuPjm0ymdDoNbYwZ94gR+TpEg1qmeLKzs0P8s6WlhUGQKRzH9Xp9zodsNruvry/H1qZGu7u7FKICNTU1AwMDzzzzTG9vbywWW1paevTo0fz8/Ozs7NbWFnjeIG0uHo/v7e2tr6/Pzs7Oz88/fPhweXm5ra0tGAwShY6xWOxLX/qS1+v91a9+9frrr4PcrqysdHR0HIQ8l0gkSmZfQYte6BNd8AdLS0v5fUxQFIXe1fQJchtyMPz0ej2DNrXf7yduJ9D5m3GbGgKwCILQN07znWBEL1rGi+kAb8Dn89F3r1cwomi328VisUQiYVxZ4zgOb87hcCqhqZ1OZzqdrqmpYRyeNJlMEg391Go1g7h30EmA+Gd9fX0qlWIqaJkzOEEdHR0YhhFleJTJ4XDQCXA1NDScPn366tWrFy5caGtrq6mp4XA44XBYLperVCq1Wi2RSCKRCDTc6ejouHr16vDwcGdn56lTpx48eACHBJ/P/9rXvvbFL37x8uXLg4ODfD5/f39fr9cTpYwF/Zs02zPu7OwAfGBBCWfkJg49y3PQw+12O4MRxXA4TERcEARh1icJbddh/olEgvFwZSKRgEsAiqJM8TxbQvh8fjAYZKAGsHL51ESnc7/fX6FESJ1OB9fbCrUrHh0drVyKaDwe1+v1FU1DBl9nRcntdt+7d69yWfN0yOfzQWtwr9dbJMv4V7/6lcvlyvl8Y2PjJz/5idVqrdz04vH4nTt3IpFIRZlgs9l0Ol3lxkcQ5OHDh5UTAK/XS7K9PeVM7cqtMs0NmJ1PXSmbOh6Pz83NwR2f8Xo8FEXn5uYwDJPL5eWiDJOhhYUFBEEA/5tZszoUCi0sLBDeDwZTGFEUffLkSY7By1SmF4ZhOYMTpFarFQoFzcqxmZkZxpERIdnZ6XRubm4WubucO3fu2LFjT548uXPnztramk6nAxRpu91+69at4i1dIpEIsZoUaGVlpbGxsSA4XCqVmpmZYcS+i0aj+e0LpqammEpCdTqdYrGYqJlwuVwFC+XpuFayAcEZ8bbljA9O8FgstrCwwKxNDWmRe3t79KOsFez5AhCCKpWK8RISwIRks9mVKMtmsVgymQwkT6VSBQIBBjsw8Xi8bGRFBsUC6sizP4EGGU6nkz4Iav7g2XTixInR0dGWlhbKYCCVAOHEcfy73/3u8vJyOp0+efLkq6++epCn+PDhw+3t7V6v9+23356env7Qhz506dIlMsgVhJBToP39/VAodJBrhcPhMIWVnEgk8kPuDAIxu93u7GRTPp/PbDGaz+cjNiCfz2cWmBT6vICTncPhVAL1FGwy+tV/ldLUAoEAmiGJRCLGk9W5XC4MDhFnxtM/iGxTtVo9Pz+fg0NPhyQSSXYqK4PVm5APk/NhV1eXwWCgr6k5HE6RsLhIJDpx4sTCwsK1a9eovRHjAX1gyFe/+lXy4trY2AiMam9vJwkwJBaLqSUmJ5PJ5eXlwcHBg2KVPB6PKZ4U1MhMJTlkMplgMJidNl5TU8MselcgECBmK5VKmUpnIm5FLBYLtIdIJGI8zRwuLozgxVcwoggxKIlEwnh9ClQT4TgOsMWMI/bZ7XaIglZXV3O5XAYjolCjSPxTKBQyFRHFcTzf19Hc3ByNRulnhWcymeJhw+bmZplMlt1Vq1wDsxKNQnQ63cTExPj4OMmJAWwpebdAKpWiZoXMz8+3tLQUgW3DMIyR1B2Px1PQu8JUjaLb7RYKhdm14wiCMIh1HI1GISuBuB/QDOHmuz6Ius10Os1sjSKkh7JYrGAwSL+VYKU0NWEwSqVSQANgdnDislyJXDrCMOTxeAKBgNmGjdlWZ1VVFYOx7HwHApfLbWpqYiTfq6SxPDg46HA4qGVoMe76gI336U9/+vnnn3/++ec/+9nPklFMkENSFtoGhZlvbW2lUqmSFzVGeKLX6wtmuzN1mcsvhWWz2Qyups/n4/P5xLWA2cFBUxOJN2w2m1mEong8DrPlcDj0fU0FXntvb+873/kOcaRTYw2PxwObXyAQJJNJZtE/OByORqOBialUKsaDivX19cRJq1KpsnuL0CShUJgNOiyTyZiyETgcTn6yFzhAPB4PzeRZNptdcPCczX/lypXV1VUKJnxDQ0MllDU4KIi6hpI0ODj4V3/1V+TvqgKBoFwIaejydf78+eJbl8vl0kcaQBAEQZCCZReNjY2MMDw/U1ssFjNY+ZLtpIbtk4NsRZNCoRBxkvF4PGYBwQFFDq7m1IpfskHWOAXvdDMzM0TCcigU2tnZAaSbnZ0du91ut9uhuyVkt8RiMVA34OUAFBVoL+TxeDgcTiKRAGUKgF6wAOCycDgcEG8Mh8PgZIAa61AoBLBzdrsdgCXBcIb2RYCCBpf9dDoNNm88HocJRCIRSCRwu92gNeBZ4XAYgEZhKADBwXE8Ho/Dy0LpGovFmp2dhZzQUCiEoqjH4/F6vaCvidnCLcHhcMTjcciFgk9g/uC/y3Z3RCIRl8uFIMj8/DwMEovFBAJBOByG26LT6QRPSDQaBS7BhFksls1mg1s5+HyIwaFpAAwVCoUePnwImSqJRIKYZyQSUSgU8/Pz8Mv9/X1IhIhEIjBhu90Or7C/vw/Yb8BzYAX8E8fx0dFRWGVi7WKxGDA8EAjAcxEE6ezsfPLkSQ439vf3Abphf38fBAZ4AqvJYrEmJyfNZjPcE0FUXC4XfIUgCEzY4/GEQqFwOAz1LDBb+BPCXQDzByMD0AoBNhoOGwRBYKHhFSKRCHApGo2CwDidTvhkf38fPCEwYYIbxCcgM4lE4tGjRyB+8IehUChn/na7HeYfjUaj0ejc3FxTUxOHwwHwPACHgwmjKAr574FAAMOwR48ewX3L4/EQsgcM93q92dsnk8kQ/rpgMAgTdjqd29vbNTU18FwYClrYsFisx48fgzvL7/fDFRlK2wAAIABJREFU2jmdTpgwIX4ulwvmA/sdRVFib4K3bXt7O5PJCIVCWE244/t8Pq1WC/MkZBvWLme/A84agPDB2qXTadjU0DEAHg3/A7BW0Wh0bGwMuBGPx2Eov98fi8WyGQ6rGQqF4CIFS0C4B4n9DjYvAfyUTCYfP37sdruJLiXZsgcPzd7vMDjwBAZHUTSVShHiZzAYhEIhSN3q6iqoFJ/PBwLjcrlgLQjVB/rK4XAQ+tZgMBBJBwU0dU9PT09PD+gILpcbCARWV1fX19cBbGFvb29vby8ej+M4vru7C1WCsM3gwQiCmM1mDocTDAZh0jweD2YZDoeBuQ6HA5bQbDYTyhT46/f7cRz3+/0oikINGAABgzwlk0loXRGJREDUEARxuVyxWCwWi8EEAoEAiJrNZgOBhqcHAgEURYmhUBQ1Go04jhPzBwQAeAoM5ff7YTmNRiOhjLJnu7e3B7jJBoMB2A3zx3EcdixRxhYMBq1WK5/PB4kHXYlhmFgsBuwIq9UKnweDQZAPv98Pq2AwGJLJZCqVMhqN8AkMnkql4AUjkUg4HA4GgyCCsViM4KrNZjty5MjCwgIw3Gg0EuoVXsFkMiEIguO4wWAA0CuTyQTJyMT8Qc2BZ8PpdAI/I5EIcMPtdoMSN5lMarW6oaEBQJ8JbhiNxkQiAWWrIDBQaUbMHx4Kcgzbnlg7Qmb29/dBw8bjcQzDTCYTaGqYDPEJwfBoNAo7LRaLJRIJNpsdDodhoeEVgsEgcAl6EcASAOdNJhPBcNiHhPjBJyAzPB7P5/OBEoShvF4vzN9qtcL8TSYTzN/tdt+/f7+3txekC+psMQyLxWJGoxEEEv7E7XZzudxoNAqrabfbQU2kUimQMWIJHA5HKpVis9mEpvZ4PKCpNzc3TSZTc3Oz3+8Ph8OwdrB9gOHACrfbDfO3WCzwVSgUAiYQrwD7HUVR2B3AChzHJyYmNBoNcAk+dzgcfD6fKLkKBAKgAfb390FizWYzsUlxHIftj+M4VAUnk0mDwQCrCauD4zhhM9lsNj6f73a7CbMPeA661Wq1wvyhNhXWAiwzs9kMMgNuQGK/B4NBDMN4PB6oLNB1DoeDgL4Lh8OwWex2O0wD5g+qD3Yisd+NRiMYCsCNUCi0ubnJ5/NDoZBAIIhEIsAKl8tFMJzgUra+slgsq6ura2trGxsbOzs7hKZmF0wU++IXvwjQkcFg8M6dO4ArRpmMRmMgEChS60WTFhcXVSpVftIoUzQ5OdnV1cV4w28iJqPT6Qo2oGKQZmdn6+rq2tvbWe8Izc3Nsdnss2fPsn6nND09bbVaORyOQqG4du1aSV8h+NmPHj3KeAPsTCbz5MkThUJRVtIFtGGVSCSEUYwgyKFDh+DCjiDI48ePEQRxOp0SieT9739/9rT1en0oFKrcEmQymUePHp05cyan+pFB2t3djUQizEKUZNP29jaGYQcht9CnmZmZvr4+OvzR6/V6vR4wYQr7qjo7Own3DbUYMVQuwf9XV1czW9eQTqdHRkaIMeVyObOtdcfGxrKdrRqNhn7BNOF3Gxsby/6ktraWMKboEIqid+/ePejbjo4OnU5H2VuNYdidO3fI/35gYKCsRkr379+vBI75uXPn/uAP/uD48ePXr18nE9JZWFj43ve+R74YOhgMQl/EkjQ/P4/jeGNjIzRqyhan1dXVN95446c//emPf/xjsHxRFP32t7/98ssvf/KTn/zyl7+cSqV+/vOff+ITn3j55ZdfeeWV7DyWX/7yl9///vdHRkamp6ezt1gymYS71EHzuXv3Ls2MJrfbDUnfOZ9brdapqSlGls9ut+c4jj0ez/j4OFPi4fF4st3H0CqIqRIH6B4AAZLt7e3l5WVqiu63kb+Cv/jTP/1TIpRELWopFAqJhFC5XA5OZAZx444cOULkoiqVSmY1dW9vb3YMSq1W7+/vEy2o6ZBUKs0Gemb9bzMLm81GE3CLw+EUSSdQq9VVVVUmk4kariGHwyHakZD8/dNPPz02Nsbn88nkqB49evSgzGI6Rt8//uM/Pnr0KBKJXLp06Wtf+1rJGFq50l4ynxqauMOJxeVyX3755VQqhSDI0NDQl770JXjWvXv33nrrLZFIxOfzu7u7Dx06BN4VPp8vFApVKlU6nW5tbX3/+98vEonkcjlxMRKLxV/4whfgfwQCQbb86HQ6uVxe5GZw/PhxmsJstVoBLDCHampqGClugEhYTmK7TCZjCrYbRVEOh5NdzyUSiXp7e5kqCEIQBEA/WP/bnZnmgLyS4k7tkOHxeETwms/ni8XiaDTKlKbmcDgNDQ0ET6urq8HBytT4Go0me8Gqq6txHA8EAvSD2kKhMN+L0tzcvLq6SrNrAYfDKbhzCDpx4sTS0lJ7ezuFLcpms4sPnk8CgeDKlStjY2O1tbUl+dbY2MhgpyiCnnvuuYsXL0InVjLjQ0SI/CVSIBAU9InpdLrNzU2dTre3tzc8PNza2jo0NGSz2U6cOMHn81UqVXb5xksvvXTlyhWJRELIBo/He+WVV9hsNoFTeuPGjYKLUvDcTSQSVqv1ypUrRWbe1NREh+GpVCoUChW02cViMSNNxbxer0AgyFH6IpGIqfQM0KTZU+Xz+Qx6OIPBYE1NDTCZEQdRpfKpEQR58OBBtrJjEGErnU4/ePCAuO5BxiWDqP+jo6PZKHRsNlulUjFitnu93tHR0ZwPlUolm82mmWuYTqdv375d5AdKpVIsFmcjo5ZlgLz11lsUjqUrV66QeeK9e/cYhBUkVu3YsWMDAwO1tbXHjx8no5i6u7ufffZZ8nDbkUgEbvrxeDz7Ne/cufPd7353bW0tEokIBILBwUE4jz/3uc999rOf/ZM/+ZPsLL329vazZ8/29fV1dnZCoQSY9iT9Kvm0vb3d2NhYvKT7zp07dLwf4Bkv+Air1XoQREy5j8ivDPJ4PI8fP2ZEPABqMVsqIpEItCFmZHy3200cA9vb20SXD+qOhC9/+ctFvk4kEnq9vqybL2FTq9VqwoeQSCT8fn+5dlkR+1GtVovFYoLRkUgkmUwylcipUqlysOcho4h+j1eBQFBXV5djKbDZ7GQy6fF4SuYsF+dJfX198cRhpVK5tLR06NChcl0NbDa75OAHiUEsFtvb2yv+ajmryRStra398Ic/XF1ddTqdx44dw3Ec7rwHPaiuru7YsWPkTUK3272+vv7o0aNf/vKXd+7cuXTpEiivmpqaoaGhpqamK1eu3Lx5k8J7sdns7O1DnkKh0Pr6+rlz54rfnOrq6ugwfGNjo7GxseCRVlVVldO1gAJhGGYwGNrb23NuyQW3DzUyGAwymSzbu5Kjsmh63iwWS3NzM8iSVCpVqVQUOlBDhhI4fCqF+5HjA1IqlYAWz4g7Mh8wSKFQMNghNP+2Ultbu7W1hSAITfSZfKRgoEOHDk1MTOQ0ui6XJyWNQalU2traqtVqoccVs4MXMVSnp6fHx8fPnz9/0Ooz3mkTaGlp6dVXX+Xz+UeOHAEXlkQiCYfDMpmsr6+v3KsuZIwFAoHOzk7Ydaurq6+99ppSqVSr1bdu3SLerru7e2JioqurK6ePIuXtU9Yr9/b2llSUdNr0BIPBWCx20NErEAhoqmkwvDKZTD4HoJUifcHAcRxBkJxsMS6Xy1QeSzweRxCEwHtixCtbwT6K29vb2d4rLpfLFKgehmE5mQwqlYpIU6dPOp0uZyiBQCCVSukXQyIIkt88BdZSoVBAmidlnhTs6ZdDx44d8/l85XqicBwnM/hBSufChQtSqfTBgwcHAR9ubW1VohM8j8erqqoSiUQikaivr+/y5ctDQ0OXL19uamqanp6GvFeSzp9f/OIXn//85z/96U9/8YtfhJxfFovV1dX1vve979vf/vY3v/nND3/4wxDT8/v9d+7cUavVlNU0PHFra6vcvzKbzSiKkgkar6+vU45xmUwmjUZzkMaElmk0F87lcikUivywTTQapea+yx8Hw7CcGH4ikWCqA2Q0Gq2uriZOLKfTSd+OrGAfxWyJgVogv9/PyKnF5XI7Ozuz73cikUgsFvt8PkYcLDmDA2k0GofDQTNrWywWH9RcuaurS6vV9vT0ULuTZvcmL24dnzx5UqvV3rhxg/yDOBwOTZix06dPGwyG0dHRU6dO5aPIdnd3M577AZdQqFyAZurEEigUiq6urjfffDNnLebn5+fm5p599lmoHGGz2c888wyPx+NyuSaTyWKxHDly5PDhw4QMHz58OIctBoNhdXV1YGCApqOMx+OVCxqH4zj4Pcj8uLe3l1ruRzqd9ng8BzWWBGud/g3J7XYXzPGQSCSM9CZ3Op1yuTznJMhRWXTI4/Fku2jq6urou78rpalZeSgwYrGYQQCNfDmrra31eDyMaGoul5uvxTQajU6nS6fTdO5fRVBgampq+Hy+3W6n/Aok915zc7PBYNDr9WUpX/oZip2dnTU1NZOTk36/PyfywSwyTvZN6Nlnn62qqurq6spkMtlryuVye3p6dnZ2uru7oUCfy+Xa7fbFxUWo54zFYidPnhweHubxeGw2+2Mf+5hIJMrPeyOGxXF8aWnJ6/XeuHGDkcKZcnmysrJSX19PEnGUMsP39vaqq6uLuPI5HA5NrQS1xAWBBplCaCoYM2MQ/ikej2f71ujzhPWO5X6wWCy1Ws0U6n9O7gehSQEwgf74ObkfxLZXKpU0M0y8Xu/IyMhB33Z0dBT0jZC8L5MvTjlz5ozRaCTfZRFF0eKJJSRJqVQ+88wz4XD4wYMH2QiI9+7dY7zyJRQKicXi//qv//rhD3/4d3/3d6BPnU7nt771rR/96EfA7du3b7/22muvvPIKpCvweDxI1XrPe97z9a9//TOf+QxhGalUqnz9GwgEiEyejY0NDMNu3rzJiJpOJBL37t0jv72hoJ985P/27dvUcj/29vaKG54Wi4Vm7ofdbq+trS2oNBnJ/UilUrFYLP8kYCr3A0BLsl0rW1tbv9e5HzlRWqFQaLVa5XI5/egqh8Opq6urqqrKtpIEAoHT6SzenYQkQY/UfFmRyWRer5cOUDqgrx0UvJbJZG63O5FIUHhEWekZAoGgpqZmdXX1oFyr/ME1Gg0jYXEul3vo0KGamhq73W61WgGmqqWlJWc16dP29rZOp3v8+PH09PT09HRLS0t1dXUikbDb7QaD4cqVK3w+32KxmEym48ePd3d319bWAiTWRz7ykUuXLrW0tORfkPNdfDKZzOFwGI1GtVrd19fH1CuQyeQhyGaz7e7unj17lnzWSn19PQWGu91uDMM6OzuL/IZm7geCIDqdrr+/v+DNlZHcD6PRyOVy891T+SqLsusmFou1tbUR7IUkE5q5HxXsozgzM5OzRaVSKSMgnyiKzszM5BgFbDa7ra2NkT7wc3NzBc1/mUxGMygaDAahveRBCvHMmTPb29sUeopjGDY5OUn+97W1tQMDA7Ozs2TQvTEMY7CKF4zrvr6+06dPC4XCmZmZ733ve0y1Uc9m9cWLFz/zvwTOccCHIfRva2vrRz/60Q984AOwGQYGBv7iL/6CZG1FKBS6f//+nTt3qqurBwYGGGzhBnbf1NQUGfvO5XKtr68PDQ2VFQGamJigEML1eDwlw6ROp5Na5TRxvmo0moOSJYLB4OLiIh3GQk+Mgs7uWCw2NzdH36b2eDxEzQuQyWTKTq/4/bKpBQJBR0dHzqEN2ID0oZS4XG5HR0d+DEokEhmNxsbGRprhqfb29oPMGZ/PV6RVR0kSi8Xt7e1FbBkOh4OiqMViKTckxeFwuru7y7KSBAIBj8fb2NgoPiUYnHKoszhVV1e3trbW1NSsr6+Hw+GamhqmQosYhkGvW7fb7XA4xGIxmEtms9lsNl++fJnNZq+urnZ0dJSbRBWNRhcXF3U6XVdX1/DwMONwTmDfdXZ2lmR4Op1+8uTJqVOnyr1Hdnd3U3BV2+32kqjZcrm8paWFmqjgOL62tnaQQc1isSQSSWtrKx05DIfDLperoDALhcKSG4HMSbCxsdHV1ZUDR5FT9vx7ZFOjKJrfuEilUqVSKfoeSRzHHQ5HftUvlK3TLyZ0Op0HefFEIhGdbuXJZLLkraK7uzsSiZTrEAe843Ln09HRIZVKi5j5hPwxmK6ef+7W1NRcunQJw7C33357eXmZkWzLlpaWX//6188888wLL7xw8+bN2dlZQoNDhCMejwN4d7ZyL25pxmKxxcXFhw8fSiSSmzdvdnV1MdiyJ+eYIdMpanp6urm5mUINNIV2aHa7ncyZhCAI5Wpkh8NB9J89yHCkyXCXy3VQe+V0Ok3/xh8Oh9lsds79JhQK0Ydgq2A+9ebmZr4RJxAI6GtSDMMOysCFXDr6Ls6DlIVMJqOTLhqNRkvegwCpp9x0WrBHKExpcHDQ7/cTOcLMDk6SVlZW+Hz+2bNnb9y4kUqlRkZG5ubm6JyIIGyg/XOwa+rr60+cOMFms00m05kzZ7ItncnJyVdffbUgbqLH43ny5MmjR48EAsFzzz0HCB7hcJj+rfYgQ2dzc7P4TXxtbQ1FUWrtmNfW1sqNvW9tbZG5Tfr9fsrd4EwmU/EkvEgkQjnkThwGB9XsJBIJ6I1A0/UhlUpzTgLKXev+zzWr+NeUsfQkEsn169cP0qQ0s035fP61a9cKftXY2KjX62miHV29evWgr5RK5fz8POVcvdra2iKDE3To0KHd3V2fz0eySTbcl5999lkqZzWHc/ny5fv37ysUioMex+Vy3/Wud1VOU9+8eZPwDg0ODiaTSZPJpNVq+Xx+c3NzY2MjtSovoVCIYRiO49k4iEePHj169GgymbRarbdu3co5kEwmUzAYJOQTQRCbzQaXlUOHDg0NDWU7ZxQKRXEgJMokFAoLojIRZLPZTCYT5UUpV1TsdntBjNOCVxlquxs6gRR396vVajq+x2QyiSDIQUIuk8nI7M2SJ0F+bkwOfGZFbGrKWHo4jhe8vzc0NEADIZrOIKg3LeidEIlENM1qKGE6SCEqlUrKcUsURck0I+fxeG1tbWXZa5lMhnJQTiwWnz17dm5u7iAYcTqDk6Gc1RQKhb29vdevXz98+LDX652cnJyZmbFYLOU2uReLxXV1ddXV1Q0NDS6XKxAIxGIxr9e7srLyP//zP/lQcGKxmMfjoSgKWCUzMzPT09PhcPjYsWPDw8NdXV05PnQMw5hqLV9Qwot4GLRa7YULFyj79MPhMPk9mMlkjEYjSURQgHWlMCW9Xq/RaIp7z0lunyLHm1KpPMjGgvZPdFYN8v/yT4JEIlGu6JZtU9O5vnk8HqLynSCpVMrj8fx+P3lrsaDoeDweqFDP/7a9vd1kMtEpgQGwpIOEpqenZ3l5udzwHbGWcD8q+cuOjg6TyUTerMZxHHxw1F65qanJ7/c/efLkypUr+e+VyWToDF6SAHisYF2oRqOBxncWi8VoNELAqqamJpVK3b9/v7q6uohV+/zzzw8MDITD4dra2tXV1YWFBaFQmEgkqqqqhoeHc3I8APKUw+Fsbm4iCMLj8RobG4ukVIJn0+v1ViKiiGGY2+2WSqX5a4Gi6PT09NGjR+nsIJfLVXDwgmSxWNLpNElveDweD4fD5cLjoCjqdDpLdj5KpVI+n48yw81mc5GeO6CyJBIJ5aCiz+erqqrKz1CMRqMoitJE/2AXP1qDweBbb731oQ99iEEpXF1dZbPZ1PxrZAg6wly+fJkpuOp8evz4cU9PD/3u0cXJYDCYzebh4WHWO0KZTGZ6eprNZpeL3/SOUSKRsFgskNWLIMgvf/lLjUbzyiuvyGSygsdqNBrd39/n8XgYhkGyUHalIlQohEIhBEGCwSCKolwut6qq6tChQ3K5nD7MUIXWaGJiQiaTVa5nVf6ZMTIycvz48YpKu9FodDqd58+fr9wjwuHw9PQ0NWhDkjQ7O6tSqYrnm5dFGxsbJpMJunNV0Kb2er0Fz+Hm5mY6GZdgP7rd7rq6uoLOaD6fL5fL9/f3KVfxu1wuqO0+6Aetra27u7sUZBdajpLM2AWz2mKxHDp0iAxPnE4nHdxUNpv91FNPPXr0aG1tLecczWQyRUIx9MnhcNTX15cMLYhEop6enu7u7ng8brVaq6qqMpmMTqcLhUJcLlepVIIuBjgtFov18OHDf//3fwft/IUvfAHsazCcoX8r3PkUCsXhw4clEkm5Rzt07GUK2z7fps4XsPn5eR6PR19N2+12jUZDJpazs7MjlUrJizqCIAUrAIsfPxaLhYwzN5lMhkKhuro6agZ18VS5dDrt9/spr2YmkwkGgwVtdqiootvUqUJ7L5lMrq6uFvxKoVBA/yE6cry6ulokoaq9vZ1O58P19fXifqXm5mYQmnJHjkaj5LsLstns06dPb25ukgnTYxhGv2KVw+FcunSJ6AuePfjS0lLl7J2VlRXyxc1sNlssFqvV6lQqJRAIhoaGhoeHBwYGmpqa5HI5l8tFEMTn8/l8voGBgX/6p3/627/92x/84Aft7e1erzcWi/F4PIVC0dzcfOHChaGhoaGhocOHD6tUKgo3sFgsRhlisOS9cGVlJee+u7GxEY1Gh4aG6I+v1WrJCFUikdjd3e3v7yc/stfrLTc9AxLvyHhXwuFwfkYZSTXqcrmKV3IkEon19XXKIbRAIMDj8Qq6ffb39+lX5P0OvB9wTVCr1YzAYh2kth4/fnzmzJkKAR+zWCyoqjh9+nSlr58zMzNCofAdu+2CWbSxsQGdSn5vKRKJ/PznP1cqlS+99BKzKlKr1crlcprYgYzT9va2wWC4efMmIwDNJGlqaqq6urqsfuoU6MmTJxqNhkGnQT5Bz4eKOhI3NzdRFKVQJEjS+1EpmzqVShXJCIYmzXQUcXFEYyimoFyskY9PnU9tbW0+n6/cKp5oNFouBu7p06ctFkvJ1AsMw8hb68UJgirZGaCVzqcGKS/rT2Qy2cc//vHiavrOnTvDw8Pvete7rl69moNtUGRL/+AHP5ifnydpUzOFaJxDkE+draZXVlYAq4SR8cnkU7vd7mAwSPStJkklc/PzzeREIkEysY9yPrXVai1Z7g/51JRZ6nK5DvIROZ1OOlf8yno/MAwrkmZUW1sbj8cPygkjc5c5KEsv20Hh8Xio3WUikUjJCi6xWFxdXV0u9n9xthQkgUBw/Pjxkp4NZhPp+vr6pqamiLerdJZeOBwut2SO5E18cXFRq9UuLi6SRNytqalRqVQOh4OMcFYuSw/HcSKRbnt7e21t7bnnnqPZbyhHwktujaWlpZMnT5Zbl5BOp8vK0jOZTPX19STjt9Sy9NLpdDAYLBllgSw9ahoD4IAO8kQzkqVXKU1dVVVV5PoMiauUKyx5PN7g4GBx+wJymPx+P4XxBwYGyMCSdXZ2ms3msmq95HL5wMBAufPp6OhAUbT4qcDj8RgMnUskkuHh4ZmZGXgol8u9cOFC5TT1U089VYlcCy6XC/n1VVVVJGEuqqqqGhsbzWYzmZJomUx25syZSjBEIBA89dRTbDZ7c3NzY2PjmWeeYTYXsEinNKCtrS2pVEohhgwloCR/nEwmfT5fe3s7yd8rlUoK/kaXyyUUCksyUCwWDwwMUMsMgTTTg1ja1tZWsDHC74WmjsVixaHdGhoaKFfZp9PpycnJ4jEoaChOzQEyPT1N5uhWqVRCoXBvb4/8yIFAYHp6msKUTp06tba2VuRkRlF0bGyMwRWsq6u7cuXK9PQ0uEGYHTyHxsfHy71gRaPR119/vThqNoqikIqAIAj5A/XixYvPPvssGcRRSPyqBENSqdTs7Ozm5ubW1taNGzfy6xJo0tjYWJHtE4lEdnd3qYVGoBsDeYO6pqaG/F3B7/cT+C1lTYlM7gqCINPT09RsarvdXiRpxGAw0I88F0YqmZ+fp3nb5fP5xblTV1fn8/modc/jcDgNDQ0l72XNzc1+v59Cb4H6+nqSDsG+vr6dnR3yqysUCing6cCt/NChQ0V8IGw2m6nW79l8GB4eXlxchEbRldPUTU1N5UK7xePxkZGR4t7nq1ev/uxnP/vBD37ws5/9jLzeOXbs2HPPPUemrkQgEFBbTTIjezweCCFWouCoqanpoO2TyWTm5uaOHTtGzdkikUhIZtEBsmZZxqZQKCw3iy6ZTEYiETKXAx6PRw3xDpwbRSRBLpfTAbX/f9PL/+iHP/yhTqdraWn5y7/8Sw6HQ62RD5/PLx7MlcvlfD4/EAhQKOSHPoolf6ZQKAQCwf7+Ppl85BxvA8lfqlQqsVhsNBpJRq4B9ZTaUp04cWJiYsJoNBacHrSbYnxL19XVPffccw8ePCg3slQWUYj7C4VCkUhU3Gdy6NChcpe+LBKJRBU6wBYXF5VK5blz55jqF5VDRURFp9NVVVVRfi+5XE4y4crn82k0GvLdD+AYKPf8MJvNtbW1ZFIwAfWUmkFdXV1d5BKmUqmoMTO7PpaTfwXY2tr61Kc+5fP5nE4nNGp5++23Hzx4cP/+/bfffnthYWFxcTEcDgOcP47jXq8XKlkA/CwQCGi1WhzHnzx5AvHrra0tuEG7XC7IQdbr9WazubW1dXR0FEI9+/v74JW3Wq0Yhlmt1lQqFY1GFxYWAGEHRojFYoAGubCwAAYmtASEmxFMwG63g+9ia2uLx+NZrVZIZrTZbMlkEsdxGCqVSs3NzaEo6vP5YKh0Og1fra+vAyiPxWKBhIqtrS3w2MIj9vf3wRGxvLzc2Ni4ubk5OzsLeSAwfwzD4PeRSGRhYYHFYjkcjtXVVRzHdTod5L14PJ54PG40GmH+Kysr8LnD4YCoo81mgyvq7OwsgiDJZBKy1KPRKISSE4kEzNPn8zkcjomJCQheB4NBcLPu7+9DzgYx/7m5OVgCu90Or7C4uBgIBHAcn5ubSyaT4XAYeA6siEQiGxsb165d+81vfgONkXZ3dwFN0OPxQBiAeIXl5WUASpybm4MlAG7Mz89HIpFEIgEj+3w+uCBpA2oYAAAgAElEQVTH43FYTa1WC8irZrMZUobW1tbgK7fbDRPe3Ny0WCz7+/uhUAjaJoRCIRRFwfsEF0GYP2RuuFyuu3fv3r9///79+3fv3oWO7CCoer3eaDTa7XbgksPhgCCYVquFT+bn530+H8GKbPGbn5/PZDJ+v39paSmTyYyPjwN0HPStN5vNsASrq6sAPrO4uAjzt9ls4OFZWFiAkkiA+gqFQjDhZDIJzjrIm+ZyuTDU5uYmIXvAcJ1OByINE8ZxfH5+HrbP3t4eTHhhYQFBkHg8brPZXC7XysoKuIyIWYFYGo1G6Pa9srLidrsRBJmamoKSsdXVVVgC2O+AaQVVKjBb2D6hUAiGMpvNer0eOnwT4ge3fuIVtFotsUl9Pl80GvV6vTD/RCIRi8XAuZFOp4EVsVgM/EtOpxP6qY+NjcG7BwIB4LnBYPD5fGtra/BqCwsLIHsWiyWVSlmtVpfLFYlE0uk0DEXsd2L7BAKBpaUlUFlbW1sejwfekZC9ra0tEDOtVgvX9JmZGfAH2Gw2m81WV1e3sLAACFCwmvDuqVTK6XTGYrH19XVgxc7ODgjM6uoq7He73Q5rt76+brfbl5eXQW5HRkbGxsaISHuuTQ0okQKBgM1mQydQoVCoUqngbMdxXC6Xs9lsaAOqUCjYbLZAIIALGhg4fD6/urqazWYrlUrw4kulUjgchEIheBUkEglAHaEoCi8sEonAeIemQSKRCMx5OJ/ZbDacihAjgqMbpiQWi+FlCH+FUCgE175YLFapVGtra3CjgTGJoTgcDrwLMX/iK5lMBk+BKrjsV4CnELOVyWQajWZ/f9/j8WTPH/4HrlTwCtDJic1mSyQSGEogEED5MsyfaDtPzF8kEsFQCoUCmvC2t7fHYjGtVgsFXRwOB+bJ5/OzGQ6rQzw0e/5yuRwGFwqFwMDq6mr4c4VCweFwiAkT85dKpSKR6D3veY9er5+ammpuboaHCgQCYgnAxUS8AvEU4Ab8k2A4FJHC/GFW1dXVIAZVVVUwpkwmI7gEQ0mlUvgW/qnRaG7evKlWq2Ge8JTs+QsEArVaTcitQCDAcRwWWiKRcLlcPp9PsALWjpi/xWL5zW9+8973vhcmTHCDEEgQcohxgVUIf5g//+rqamI14SvgBjHhbG5IJBJQiM8884xOpwM+A/+JVSa2Tw7Dc8QPPoGtxOPxQAx4PB4xK+KSB2snk8l4PN78/DxRhUC8ArF8xKbI3j7ZAgM/k0gkMCuiRzDxCiBs8JXD4dBoNPBSwAoQQlhN+D2UnmZvn5qaGmA4n8+HVxaLxQKBIHu2BCucTieHw+ns7ARWwODE2mVvn2yVJRAIYNdnyx68UfZmAT4D4L5Go0kmk9kqC94dJJzL5RKRBuJOIJPJiP1OKBN4TRRFQVSIp7DyK18ymcw3v/lNiUQSjUY/9alPJZPJ27dv/9Ef/VGF7o/z8/MajYYmCGpx2traUiqVFfInEnHCpaWl4eHhykEKZNPo6GhbW1vl6oaK38rD4fDg4CCDGWO/h7SxsfHP//zPL774YkWxXgs6BObm5gYGBuhge9J560Ag8PTTT78Dz0qlUru7uxV1qbFYrMnJyZaWFvpNporQzs5ONBqtUGHa7u7u9vZ24coXNpv9wQ9+UC6Xv/TSS0KhEG5SFJ4Rj8fJRGnr6+sp5ISjKDo7O0uy/rijo6PcdEC4OZL/vVKpFAgEZADUiasiHTp79uza2lpOyBdFUZo9oYsQ0aTxzJkzra2tjx8/LjeRvDjNzMxQTq4vToBxWu5faTQapVJpMBiKCz/h2mKE9Hr99PT08ePHoVB+ZmaGfk+/g+jJkyc5wXyPx2Mymc6ePUtzZKfTSYbh6+vrFHAwAoEA+cQSwN4i39+ScG2Rn08mk7Hb7SUj+Xt7e9QqpLIL6wrEK5qamv74j/+YpslG3AKKU0NDQywWK7eNLHFdIumVL7eSsLq6utw4al9fX8mNDddP+qF8gFKbmJjIfhxxuasEZQ/e0dFx7tw5vV7PoJIiv5rZJ5PNZiuZ6Mnn8ylkIsvl8vb29mQyWbxUlcvlMpKYkclkpqambDbblStXQLMQvoUKLWj2tRo8tlNTU4ODg/Q7cxMOt+JmnMPhoBBnK2v76PX6lpYW8huZAs+DwSCGYSVfRCQSlRU4LbwHfye4HzkOEIVC0d3dXdFrXV9fX6VdE9PT0zU1Ne8YXoRWq43FYhUtSCmuKKenpxOJxIULF+hLITVj+Stf+YpGo/nCF77A+OCAi8bn8+mgFZM3/Z48eaJSqQYGBiqU6VGSRkZGmpqaGGlNQlJ02Wx2yTbnNL0rDx48uH79Ov2zpwhBuL5yAM5l4H5wOJxIJEKhFDKRSByEpZdvjZrN5rKanKIoWhxLL4fUanVZUHAlsfQK0unTp30+X3HQrEgkwhQ6x6lTp9Rq9dTUFDhqKgp3h2FYzq2Tx+NdvHjx1KlTOzs78/PzVquVPBhePi0vL1P4cxRFS15iAoEABTAHIrhUXE0jCEJ5NZPJpNFonJubs1qtFy5cGBwczFbT6XR6eXm5ct6PpaUl2D6hUOjx48ednZ1MqWmv11uc4VtbW6lUipp2I4mll8lkFhYW+vr6ylLT8Xh8bW2NPM8jkQi0OS/5S8pYehD3/n///+Uvf7n4Fn3jjTc0Gk25WMxcLre2tpbM1UMgECAIchCY9UHnR3H86BySSCTb29vkkzHB71yuMQWZ8wsLC0Q+QMHLeE1NDbUU9Xyqra3l8XjT09MtLS18Pl+lUjE1cj7DCw4uFos1Gk1TU5PVal1aWoJ8Hgrjw2qWxXAEQe7duwdV78Uv45A5Q2FWe3t7Wq0W8hOYXU29Xr+4uCiXy/v7++vq6vJTcTkcDixuhTR1bW0tn88Hc/7s2bMMxttFIlERhlutVpvNdv78eWq3Bz6fr1QqSzLcbDYHAoFybXYej1fWai4vLzc0NJAp85FIJAc1RC95oOI4Dv4GTklj6tChQ16vt9zjPRaLka8/bm9vdzqd5B+RTqfHxsbKikEB9j/JH4+Pj1ND3uHz+X19fUVOZr/fPz4+zuCWa2hoaGtrW1hYwDDs/v37lfN13Lt3r8gPjh07dv78eZPJNDExQQG2e3R0tNyIokQiefHFFw9qfEyQ0+mkUH9M+OV+8YtfFAEACQaD5a6m2+0eGRnxeDyXL18u4ihLpVKjo6OVs6lHRkbi8fjc3Nzhw4eZDW/YbLaDGJ5Op7e2to4ePUrZoeT1esmEzff29ihUgUWj0fHxcZI8T6fTgUCAZF2VXq+nAEWZyWSgURwpmzqRSEAFjlQqLSsxi8fjNTQ0kITdEQgEFotFLBaTDP5ANTmRbkyGZDKZwWAApI6SP4bSKWryJJfLTSZTOp0uWI4sFAobGhqYhRiuq6uz2+08Hu/IkSMV6inF4XCampqKD15VVQVIUlqtNhQKlWXgl7uacCj29PS0tbUV/1lVVRV5bID8rbu0tNTR0XFQFqlAICC/mvF4fGlpyWg09vT0nDhxojgzuVxuY2Nj5TqENTU1zc/P19TUMJ4nB9esgjzZ2NigWUkrEomKXHGA7Ha72+0+fvx4ufsXADBI8txsNqdSKZI1jXK5XKVSlXtDcrvdOzs7Go0GCpFK9yZnsVgtLS3kDVJib5el2Ts6OqBWiqQbsdxQD5/Pb21tJfkIsVhMJ7Zz6tSpzc3Ngo5XLpdbifjb4OCgxWKpaI4zyUO0s7NzeHg4k8mMjo6Sx66qXOCOx+NRbqfZ3NzM5XKLOEbJr+bm5uajR4/EYvGNGzdKni6EhFduNTc2Nng8XiVienw+vyDDEQSxWq00gfbJMHx7e5taN2oOh0N+bxoMBvJHjkAgIAP4lX8zaG1tJWz80voIw7Dm5uZQKFTW/TSZTJYFH9XS0oIgCEnsZgzDSPasynGAhMNhMshTW1tbZUU4c0ihULS3txfsFRmNRos0WKAjwXK5/M0336zQxsZxnGR8GAyfs2fPDg0NWSyWsbExMn6k9fX1crG60um0wWAomYwfDAbLNTIIqq2tfd/73lcEpTYWi5UMV+7t7d2+fdvr9V68ePH48eMkDat0Ol2hvl8sFmt1dXV5eblCfY19Pl9Bhi8uLnZ3d9NsQh2JRIonJjscDhzHqVXSJRIJknvT7Xaz2Wzy1UkOhyO7LwfJyUSj0ZaWFkLLlfZ+6HS606dPAyo/+XgRj8crqzElh8OJx+MA2kLmx0ShcFnqDEVRMt0f1Go1zWBOXV3dysoKUfmafbpWqPxMqVTu7OzIZDLGETLBxCsXw6yqqqq1tbWqqmphYUEikRQ3yQ9qXlyE/H7/V77ylZ2dnatXrxY/NijDmPF4vPb29iICCVHcg761WCyTk5PBYPD06dNHjx4ty5XB5XKp9XUtSbu7uwaD4f3vf3+Fgs9isTif4fv7+3a7nX4HSEC2KPKDxcXFzs5Oap53Ho9Hcm8uLy8fOnSIvDKUyWTltgk0Go2QJOr1esF4J7s9Ojo6yiomzGQy5caI2tvbPR4Pyb9KpVIU4i1tbW3BYLBke4F0Ok0zmMPhcE6ePDk3N5fTygTHcTrZbMXl7Ny5cwsLCwBbwzhRqyHUaDRDQ0MrKytjY2MA98PUagJ+SMkDtXIMByHPHxzH8f39/cePH+t0ujNnzty8eZNCu2sK24cM7e/vb29vX79+vRIddg5iOIqiCwsL9KsfS66mw+FAUZQyemLB1Sxo1yMIUpbZjmFYuVdGq9UKUZ/fqhSSf6lSqQDcjuTvEQR59OhRWZOTSqVyuZzMNSGdTj969IjCDgRvdckb6/j4eLk9tPKpqamppqYmx2nAeO5HNk+WlpaGhoamp6cZ76RVMvejCMnl8lu3bnV0dOh0urGxMYPBkL9wFHI/MpkMmXzqg3I/EokEmc2TyWRisdhBR3soFMpezWQyqdfrHz9+vLu7e/jw4Rs3blDOfksmk4znfrjd7qWlpQsXLohEonv37lXoAMvP/VhYWOjs7KQP0AyulSK5H7u7uz09PZQDHiRzP4xGY8moZg6Vm/sB6BfV1dXZB2pp74derz9x4gSHwwkEAolEgmQNaFm5H9ma1Gg0tra2Fmc3hdwPghQKxebmplqtLuLjr6+vZyTGVVdXt76+LpPJiLs/dBKoREyfw+FoNJqamhqhUAhZwAw+BdoU0BkQfPdVVVX7+/s6nS4ejwMEGmF6EyBw5HXZ2tqaWq0ufqeuqqqqq6sj9lUsFlteXtZqtS6Xy2g0er1euVxeJB0IRdEf/ehHS0tLZ86cyffPQLYADA7J1ywWq7e3t6+vj2YzLS6X29DQwGB9ndfrnZ+fJ7CfGhsbqW0fMt6P7GQbi8UCfg9GnlUk98Ptdvt8PjoRSz6fX3LXpNPpzc3No0ePlrU01dXVZeV+6HS66urquro6aDpMyvvBZrMJFre0tLhcLpLnPMmrRA6p1Wo2mw0YxyVNSDrOx+LhGvreDyCBQHDs2LGVlRXCfKPGlrIcFG1tbYcPH56YmCgLZKpC3o98Z8i5c+eGhoYwDHvy5An0aYSRy93JCoXilVde+ehHP1ryvkww32w2//rXv06n0wMDA4ODg2fPnsUw7Pbt20WCVHw+P51OG43GgiBfXC43Go0aDIbJyUmn03nu3LnBwUHKsPH0t08RNT03N3f69GnCxq8QHlYOwxOJxObm5unTp5mqki/i/djZ2aEJVUSG5zabDVpdlztt8ukPGIb5fL5870rpLD1CZ6lUKhzHSfZ4TiQSFCoO2Gx2S0tLSZw2FEXn5uYoi3J3d7ff7y9SoFEull5xH4hCoSB8IMFgkDwYWLkOCqKnX3t7e29v79jYWLnQV0Wkh0GgPqjNu3r1alNTk91uHxsb+4//+A/oTlDWHUIqlZZMq/J6vcB8m802OTl58+bN8+fPazQaiUSiUCjOnz9/69at8fHxIumbvb294XA4J0gDnRZGR0ffeustj8fT3t4+ODjIYFNa6KPIiLkQj8enpqay1TSLxZqamqLWGK8kuVwuQtoXFxdbWlrI9DkjScFgsGCDumg0mkqlaHanQxBkcXGxOM/NZjOFvjBlYel5PB6BQJAfgSwPoWl1dZXD4Rw7doxVMUqn0+Pj4xcvXqxc2j94jhwOx+XLl1mVJxRFHzx4cPLkyXIr8mmS0WhcX1+/fv367wRBqSw/htvtNhgMCIKo1er6+vrGxkZmi4NSqdRPf/rTF154QSAQrK+vq9Xqrq6uYDC4trbW39+PYdjdu3dfeOGFgqrWZDK99tpr7373u4eGhlKplM1m83g8Pp9PLpe3tLRUtPsXIzQ3N9fU1MR4j82SZDabdTrd9evX3wHYqd3dXYlEUun95fF41tbWrly5UtE3mp+fVyqVUO1SBkJTDrW0tHi9XjKWfDqdLqtpd/Z9U61WF0/PwDBsb2+PGnA2YVYjCAKNggoKGYPXQx6Pd+rUKehYlkgkmEV2zrbyDAZD9icdHR39/f0PHz6kVhmfMzjlrOSSBC6/K1euXL9+vaamxmKxjIyMTExM7OzsQP+tg5TvyspKSVMlGo263e6NjY2urq7a2tpf//rXY2NjX/3qV0dGRhYWFh48ePDZz34WRdGurq6DKlwaGxv//M//XCqVTk5Ojo6OOp1OjUZz48aNCxcuNDY2Vmg1MQyjhumTQz6fLx6P56tpMgi91CgcDjscjmQyub6+ngM7RZ9isVjBjINIJEJfTadSqeKraTQam5ubKbyRz+eDRlxk5nBQf97yngoNnA5ScDmautxk72wVUxw7Au6edDKN2Gz28ePHD4Irgy6ODEqYRqOpr69fXFzEMAwaxFVCU+cfja2trf39/Y8fPybpsyriBKN27pIkg8GQSqWEQmFXV9fFixdv3LjR3t4ejUbn5uYmJyenp6c3NzddLheCIMR6RaPRf/mXf/nJT35S8kprs9n29/cBZOODH/zg5z//+RdeeGFkZOTatWtf/epXq6ur5+fne3p6CJHDMCwajdrt9rW1tZmZmdnZ2Z2dHRRFOzs7b926df78+dbWVjD5YfAKaWqLxULT++H1ekdGRvr7+wvexyuUqAcIc/Pz8x0dHYwDpsfjceh8mMMrpi5e0CjyIEEKBoPUWuIGAoEi6DHZ5HA4xGJxwUswr1wFp1arzWZzybR8sVh86dIlaiyTSqXFsf/5fD7lwbPvB9C8Nb8xdiUaFJ06derevXsej6dCiNI8Hq8gXBEUpI6Pjw8NDVFI7AXicrnXr1+vnKa+cuVKzuOam5uhQAmS5MLhsMFgQFGUy+UqFAqFQhGNRoVCYUkXWX19fX19/fLyMkg/xN8dDkdLSwubzY7H4/F4vLGxUS6XQ0PeeDzO5/Pj8bhQKFQqlYcOHaqtrT0o0C+Xyyu0mgKBgKZrzmazraysXLhwoaC6LIlsRZmampoQBPH7/UeOHGF88Nra2vzSyu3tbUaiuFKptMjGNxqNKpWKmlMOXBlkyG63H1SXV3YlXltb25MnT+LxePHCUAzDIpFIhbqQZDKZUChEvykGFKe0tLTkbPhgMCiTyZgt4uJwOBcuXHj48KFEIqlEmWImkwkEAgWzVtva2kQi0cLCwrFjx6j1lCsyOCMUCAQOavuSbWJAI3loaA2d5gFeGVrZCoVColkwMRQkb0SjUUJU1tbWtre3P/e5z7FYrNdff72xsfHEiROQ7QO+TplMBi1xiTlASxSlUpnTLg9FUQRByi0/I3lDCoVC1CBkWSyWXq83GAznzp07aMn8fr9SqaxElp7VatVqte95z3sqISfpdDoWi2UzPBqN2my24si35O8xB6ksHMcdDgfl+vt4PI5hWMmAczAYRBDkIDdO2T6Xqqqq6urqkp4N8lkiB51vRR4BLTnoX9+USmV9fX0+GHwoFKqEF6+6uvr06dMTExOVCLuDMi3ifnn66ac3NjaooUkUH5w+BYNBMjd9Ho9XX1/f2dnZ39//9NNPt7e3gy/+6NGjDQ0NUqkUw7BYLIYgyP7+vsVisVqtRqPRaDRKpVIAcrHZbK+//vrHP/7xlpYW+Oqv//qvORyO1+utqqo6cuRIU1NTfm+2eDx++/bt6enpHJHDMIwCxCtJTU15+2i1WpPJdOnSpSInayAQqASkaiwWm52dPXPmTIU6raTT6RyGr62tEc4o+po6FAoVZItOp1MoFJRxGuLxOJlcMpPJ1NDQcFDaNRV0i66uroWFheLlQHw+nwxmWJFL6/j4OFxRC9qndAbPJshmCwQC2fZL5ZoZt7W1RSKR2dlZxm/NHA4n342Tc1UfHh4eGxtDEGRwcJDZwWkSBfefXC5/5ZVX2Gw2mYKCmpqa9fX1ixcvfu5znwuFQi0tLTabbX5+HkXR//zP/7x06VIkEiliwMrlco1Gs7+/H4lEsg06oVBYodwPyPqn8IeTk5OpVGp4eLi48qrEakI3yP7+fvKX/XJJLBZnM9zpdEYikXKFuYjHqeDGT6fTOzs7dMx2MpfRZDLp8XguXrx44B6k9mA+n+9wOIr8BhqSUn43iUQik8kOQhrBcdxmszESEhGJRN3d3Tm1nvv7+xWqT0kkErW1tSiKMo6oB1HWki9769atWCw2Pj5ell2fyWQox4fJkM1mo3CJIYP7EYvFnE5nb2+vxWKx2Wyf/OQnP/3pT3d0dDQ1Nb33ve+9efNmb29vMpm02+1FkJrhoPJ6vTkRfPjDSjAEw7CyYHZAtO7fvy8QCK5evVrSxqQZkD/IlpdKpU1NTSXbEFMmaJVLCDyUCzLlpUyn0wVXc3t7u66ujk6yfDAYLInGYzabq6uri7iUKebQdHd36/X64kcEtcbpBB07dkyv1xfcwBiG6XQ6pnwInZ2dORtjZ2eHDuppEUIQZHd398KFC0ajkUwpZll7m0yLOQ6Hc+XKFYlEcv/+ffLwIDiOVw6Ek8VibW1tUVhNHMdLqptQKGQ0GoVC4dWrV2/fvt3Z2Xnt2rVnnnnm1KlT/f39165dO3v27M7OzunTp4tnnff393/gAx/ICaTH4/Hiu4AyoSi6vb1N3kHh8Xju37/f0tIyODhIxvtMATS45M3d7XYPDQ35/X5G8gsLUjQaJWqUdnd3hUIhg3nigBuaw3NI3aPZ09blchU3WzOZjMlkKt71m2Jv8kwm8/Dhw8HBwUqEUwiamJioq6t7B7p9+3y+2dnZmzdvVq5zXQ653W6tVnvt2rV37Ik5tLe3ByZJ5Vw9FaVgMPid73yntrb2E5/4BMk/sVqtExMTDQ0NPT09MpksnU7rdDqbzXb27FlqrobfE9LpdHDYFMzDfQcoHA4/efLk/PnzFdUGOVp1ZGTk0qVLlcD4zaaNjY1EInHmzJmKPsXhcGxtbeU7WKhXvvxWwbPZhw4dKnKFTyaTKysrNF/gyJEje3t7+dZWub3JS1Jtba1SqSTMxrW1NQq9yclQJBIBT0tdXV1LSwuDLoVye5O3tbVduHBhc3OzYHluvvVaoSJ4IAq9yQGOo6SHze/3E9CJLS0tf/iHf6hQKLRa7cLCwuLiokQieeGFFyiraTq9yUu+HZne5BiGzc3N2Wy2q1evlqWmid7kjJj/09PTR44cATVdsjc5zSMBLo7Ly8vNzc3MqmnoTZ5zHrhcLvrphjabrfg9Q6/XFzeoC2tqkg6sjo4Ov99/kEbLBgyhTCqVSiqVFkSEYNzLdurUKavVCuV8les0mj14X18fsw6Qcnkil8uvXbsWi8VGR0dLnkyVQzSmNjjgU5MJ+mevplAoPHXq1PPPP3/kyJGzZ8/29/eTb5uEoqjb7c4O4jMi5GSmfZDaGhkZ4XK5V69eLbeVF4OrOTU1pVariQh/pXnCZrN9Pp/P56sEpgWO49mT39raUiqVjIAxFOEJJOeVbG/yfzS10+n8m7/5GwLoB/ZDPB43m80Wi8VisZjNZrfb7Xa7U6kUl8tVq9VarTYWi4G/HHy7EMTkcrkcDgeKwv1+P8A9x2IxqP0LBAKQbePxeEBHRKNROOSj0SiO45FIBMOwdDrd1tbmdrs9Hg/o0HQ6jSAIh8Ph8/lQKhkKhSCfKZFIwAQQBAEDzefzwb6CZ0WjUQzDMpkMTAbDMJfLBRXeHo9HJBKdO3fu8ePHXq9XLBZD6U0kEoGnEK8AjyBm6/F4EolEJpNxOp3Z8yeekkqlQB0jCOL1egUCgVgsBuCkeDze0dExMjICcSqv1wufIwgCXIKhYF3S6TSKojBhYnAURYEtUMHB4/Egly6ZTBJchaUh5u9yueDVEARBUVQgEHR3dx85cmRra+vBgwdWqzWRSEAr+pz5C4VCGCoYDIKDOx6PAzeIJfB4PPAKLpcLliASiWQyGZfLlUqlYP6ZTCYej8OYkI/MYrFEIhEUcUUiEXgFyJsGmYEJwytEo9FkMonjeCAQkEgkEokEJoPjuMvlwjAslUoBP6PRqN/vF4lEAoEAuBGLxeApVqv185///L/927/lCAwhjTB/YsKZTCYajZpMpm984xtjY2MgBh6PRygUQsIocCN7/l6vF17N7XbD/EH8iE9gwjiOExOG2kjgJ5fL5fF4OdsnHo9D3vf29vb4+Dh4Nvv6+thstsvlAvELh8OZTAbHcbfbDa8QjUaJHQrbBxgOnxBrR0yY2KRerxfmA/sd0o0JwchkMmazeWJiorGxEbRMJBIJBoMikUgoFBLil7N9YL8Qsg0MBwlBUTSdTkM0EsdxeDSKovBJLBbz+Xxisdjv98/NzV26dCmdTsNTQqEQCC3BcJh/JBKBzQKf4DgOQ8HaZW8fUFk8Hg+wnePxOBSput1ucL1C7RUxfxgK9mY0GgWGg/il02lC/Hw+H6SNAoQysCIYDBIMj8VimUxmbm6uv78ffoAgiMfjIfQtdNr6rabGMGxxcXFxcVGj0TQ1NWUDsHG53FAoZDAYTCaT0Wg0GAwOhwPq+jOZDI/HwzBMr9fDmwPjEomE0+nkcrmEfPh8PtCV2bsOputyuYhFhd0CohWJ1p8AACAASURBVAaaOpVK+f3+vr6+ubk5GAqYy+FwEokE7PZAIAAsSCQSMPNIJEJsPJAPeDqMmclkgOkYhtnt9kwmAxNmsVgKhaKnp2d+ft7r9cI8w+EwvBrxCjnnitPpBMnb39+HfQjzh9oc0HQQrQYACh6Ph+M4zDMWi1VXVx8+fPjRo0d2u93v94OoATAYDAVj2u12FEVRFHU4HPAJDJ6tqREEIZBMslkBXCLmb7fbiUMIXsHhcFRVVZ0+fRqqT9944w240QOXksmkw+Fgs9nJZBJE0OfzEboJ3j0YDMJzXS4XPNdut2evpt1uh60OrIjH48BwFEWJ8wA+CYVCsNButztHU3u93nA4DJoawzAEQb7xjW985jOfgfeCwVEUhQnDC3q9XhBRmFU0GoVXCIVCCIIEAgFCh8JsnU4n/BKGIpIBQCAbGxulUumTJ09SqRTIDI/HC4fDoJoJrZEzf9gs2avpcDhgt9vtdhzHiQkT3AgGgxwOhzhXvF4v8Y47Oztvv/22xWLp6enp7+8HLZzJZBwOB7wC/JL4BMZEEAReHIqA4H/gk0AgAOeBy+WCr4hzi3gFp9MJPAeRgP/qdLpHjx4BMCFwKRQK+Xy+bIbDEmS/AsFhUKMgMCAh0BgFhiKelU6noXwc6h69Xu/KysrJkydlMlkikQCeg24ljDlC9kKhEGHowPxhqHg8Du9ObB9CZYFlA/lCm5ubvb29MAIxf9BXmUxmf38fviL2O7wCITPRaNTj8eA4jiAI2AqwmoFAAATG7XYnEond3d1UKgU1lqCvXC6XwWAwGo1ms3lvb++3xjj0zlhaWlpaWsJx/B/+4R/u3r2b+V/y+/0/+9nPMgeTzWabmJjIVJimpqb0en3mHSGDwfAOvFE2BQKBN998EwyW3zk5HI47d+44HI7M/38pEAh87GMf+9a3vlXuH7799tuvvfYasTnfSUJRdHFx8c6dO4SZ/zsku93+5ptvgpJ9J+ntt9+G4pRK09bW1srKyjvwoPv37xd5o93d3TfffBP+nwOG86lTp06dOsVms0+fPp2dW85ms4tHHhoaGlKpVH62YDqdZhBmrK+vLztjD8dxs9lcITCwjo4Op9NJJs5GLWqRH0VUKBSnTp0aHx+nA4qN4zgj2VEajWZ4eFin02XDGWYymXLxo8tNRCl3NaFvVslkymg0mo/pI5VK//7v/z4/o6kk3bp1673vfS9h5iSTyQqlmQNaZLZb8sGDBxiG3bx5k5FOuEajkbKrOhgMQh+4gsm/kUgkn+GM0OLiolQqZbY/RjalUilYTcABhU4rjJDf7y8YkbJarVDyXSTF5bfujZzuXJ2dndmoFER3riKBnXQ67fF4Cpar02waT5BIJPL7/YFAgEBDz2Qy5fZzIk8KhUKv16vVaqbm/38iAxxOfhSruro6k8msrq62tbVRBooEntCfIY/HUygU09PT0Wi0pqaGx+Ox2WwcxyuHc43jeLmrGQwGv/Wtb+l0uuIlaplMJp/hHA5HLpeXG4WDy+93vvOdZDJJZI6y2WzyMclyqaqqCkGQlZWVvb2948eP9/b2MgUiSnn7xOPx8fHx48ePF0k1KSjhNMlut1ut1sHBQS6XWzmGA88dDgePx2MwUxscxfloYlAKXyS10ePxkO3ORYZaW1vBgZj9IZfLpYwvUzI3g81mVwhfBghQexYWFhhPeODz+QehVvX09NTV1YHjhcLIbDabQQQlhUIxPDycyWRGR0cBmZrBzh35VFNTU64OAq99STBJoVDIYJKvSCRCEISoSYEjrRIM4XA4SqUSIodCofDatWvMtgKoqamhsH0wDBsfH+/s7CxSQ88swwlrV6vV9vf3i8XiyqVsEyrL5/MdPXqUwZHFYnF+iSNEU8nDajOgqYVCoVqtzsmtjsViExMTDL6tUCjs7f3/2vvS2MayrP54t+PYTuLszl4pJ6lUKk5V9lSSSiWVmukZWjBIoKHZhIARaEBqxIeBYWsNEvBlRgIkGtSC6aF7QMDQay3Z931PHNtxknY270u8Pa/vPf8/HPHwxIljv6W6xb/Pp4oruX7v3HvPPfcsv18dlAyjKDo7O8scIeHCwgL0j6bFKJyKXFxcLCwsJDmNpFIpOWONoiiUJdBole7fv9/e3m42m0dGRp49e8acpZ6ZmUkXEBwQP27sG7JarWtra4m6Oj09TRHc/dLVp6Ki4vz8nKg7SjKbVOT8/Pxf//VfXS5XT0/PvXv3aG+PmpycJLF9jo6OysrK6urqkju/iQqnKNvb2yUlJfn5+U6nc2lpiaFF6Pf7oewNx3F6cTQPDw8TW3y1Wm1FRUXqM0vPZaqmpsZut8eDSvN4PNoJgW7duhUKhYxGI4fDUSgUzHHkFBcXcziclpYWg8FAL4acQCBIfoo+ePAgMzOThLFms9k3lmSSc756enqUSqXFYllaWkqOG05aFApFunsjFouFw+Eb7TtQZSdGTt56660f/ehHJC4uNTU1OTk5EC0VCARMtAUeHh7u7u42Nzd3dXXRyM0YLyS4S6LRqMPhSIKOAiIWi0nDoF8pRqPR4XAAH4JIJGKOgovH45WVlen1etrvSdnZ2ZeupC6XKxqNpoWTRbKbPFHUanV2djYTxuLSlWF1dfXp06f0HnpJHITNzc2vfvWrr4ALLl7W19eDwWB3dzdzER4SsrW1ZTKZqqurb926RS/PIQmJRqMGg4HH45HoMHQ4HH/wB39QX1//R3/0R+n+bTgchnJ+Jl4KoCcQBOnq6sr4IkkkEpmcnGxubqYln5nW9z5//ryvr4/eUGqSRTU8PPzkyROGUFsJmZ+fLy0tvRHIgYZu8kSpra2Ndz8RBBkZGaH9DfPz8/Py8nZ3d6empugl0IqX8fFxqGwtKSkpKioiQbKexEaMj4/f+GsPHjwQCoWTk5Opt/yiKMpcgAJF0U8//VSlUj169AhBkOnpaZ1OR6P+X758ma63zuPxlErljWbaZDLNzc1d55WTuxURZtrtdk9MTNCigWAwuLW1NTY2huN4e3t7OBx++fIlc81+z549Sz36EYlEAII4FTN9enp6ncJJyMLCglKpJMy0zWajN8R36Qz+h3/4h7KyMtrNtFarjUd6sNlsPp8vXbzcy7UfiYd88tqP/x2IwwEyUOLHvLw8JmonsrOzNRpNTU0NuaxIKpKTk5OVlQV+dFFRkU6nw3GclpQaj8eTy+WpqKWkpMRsNu/t7VVVVaXi0bNYLLlczlB5BovFysvLy8zM5PF4EDG0Wq1arTYYDMpkMupR1NzcXOjjov3J+Xy+XC6/VC0QDAYXFxeLioo6OjqoDM7lcnNzcyku8kAgsLe3t7u7KxQK29raysvL2Ww2m81mbjYzMjLkcnmKCgczXVxcnGKSTSAQJCqc9B0uGo22tLQkn026BLrDHj58SPt9XSwW5+bmErUfy8vLSqUylRgLzbUfhGRmZhJuNYvFYugGIRaLy8vLrVYrc5EBgUBADM5ms7u6uog+TIqSVgFTV1dXdnb26Ohoip41o9VL8YNLJBJINvp8vvHxcbVaHd/XSm7wdGcTGspvBG7lcDiJ6zA7O/vP//zPf+3Xfo3c09pstg8++OD8/PzKwVMXn8+3ubk5PT2NYVhfX19raytROMho8V/qSyUajaZlpq9TOAk5Pz83m82XSjDZbDZDViUWi+3u7iqVSibiWlwulxgWsARIEFDQaalzc3MJ/LxgMEjjJeiSKJXKw8PD5FQGFO9c8UWHWVlZKpVqfX2dej4tee0HFWNNe+1HvGAYlji4VCrt7Ozs6uoKhUJzc3Orq6uks68kaj/cbvff/M3fvPPOOzda1cRSBICsIZ04MpvNH330EYCYkytFsNlsy8vLy8vLLBart7f3wYMHl4q7w+HwzMwMc9GPVAJroVBobGyspKQkrZI1s9lMvfbD6/Vub2+3tbVdssuATsyEQgDxhl7ENEKOjo6I2g+tVnvv3j0SXiZt0Y+MjAyRSKTRaCDoAYlUhsCXoXNBr9dXVlYy4VkrFIrMzMz4kaVSaSgUOjo6oojmLBQKS0tL01JLWVlZMBhcX18vLy9P8ofAWMacwq+rKBIKhSUlJSUlJYFAQKvVnp+f8/n8dOEogXQ4ralEEOTZs2d8Pv8Sr3niDQwqeeh1kVZXV9lsdkdHR7pVKycnJ5ubmxAnbGpqUigUV9Krczic5NNNUSoqKpLTugNQH6B3pTVyVlZWSUkJFYXjOL6wsHD79u3E4jGRSESiTCiVq8PKykp7e7tSqWSiVCEnJ6egoIDD4RiNRpfLlTovAVPRDxaLpVQqoQaZuegHsdQ4HA5DjBvx0Q9CGhoaAPeSoskjoZZ79+4plcrkLC1MKzz54EAXOzg4WF1drdPpRkZGDg8PU28Qv1LhqSjzxgg+m81ONEler/dv//Zvf/KTn5BTBRRdnZycAPhOirZAo9G8ePHi9PS0rq5ucHBQqVQm+dvPdzZtNtvU1JRKpSJB4sHhcFLUyXWytrYmEomqq6tTnE3qolar5XK5XC5nqKQHoh+xWGxvb+9GHGqS0Q8Wi5XWFqqursYw7OLiIhqNMsfnhGGYVqttamrSarVMVPhqtdpEQAkWi9Xd3Z0uu90l8fv95BgUlUplc3Pz1NTUdSR1GIbt7OwwpHAcx1MZnM1ml5WVPX78+P79+xaLZWRkZHl5GapobtwqJIDtU1mcbreb4HOKjy0sLi6mQmZ23cZ7/fXX33jjDQzDkqPmAzjc/Pz8+Pi41+vt7Ozs6elJpSIYRVGGOApAdnZ2rjtHDQbD0tJSZ2cnOTJfp9MJTa3kBDoYrkMI8Pl8FDn/EsXj8Zyfn6tUqlAoRDu7KRERgrA7l8slXYBPWz11/P3u/Pycdu7tK2Vvbw/6uDJelWxsbNTV1TGXlE8uNpttcXGxsbHxSo/jiybAQXd2diaXy0tLS+mt1UFR1Gg0Qi1Kun/rcDj+8A//sK6u7jvf+Q5DB5vL5To5OXG5XMBfnm7I6/OS/f39w8PDnp6eJLBBzMnFxcXU1NTg4CDTnFvxMjIyUl1dzRyfOiGjo6MNDQ1pLVdG6qkJKS0tBQphhkhjM/4HRy0WizU0NAQCgXjUMVokGAxeh/hRWVk5NzdHGg8EwzAqvF8FBQWPHj3SaDSJ/iDohLl1RmJwoCno7u7mcrm7u7vT09MajQbg1RMHTzd7xuVyKyoqblz3KIomrkMAEaUF1CV+NqPRqM1mI940MzOzu7u7t7eXRP7gFcxmosK3t7dPTk4eP35MxUxfqfAU/3BhYaGlpSWJmaa4fRJFo9EIhUIw0ziOM8TJh6Lo0dERZHRID0K/peZwODU1Ndvb28zVfqAoOjc3B6X77e3te3t79C7rS7Uf8ZKbmyuRSEgnoNOt/UgUmUz25MmTs7OzS6yJKIrS1YVxpcJJDy4QCBoaGh49enT37l0cx7Va7fT09Pr6+tnZGTFr8/PzDKG4XFf7UVhYSLFp2Ov1HhwcAFIEgiB7e3vz8/M6nY7D4ahUqt7e3vr6etJ3L6hiZq72Y2JiIj7chOP44uKi2+3u7++nWB5ODvcjFovNzs4qFIqysrIkv+ZyuWis/XC5XIeHh+3t7fAjgiDz8/NM6Fyv1z979owiwTn90Q84+sbHx5VKJcGuRruEw2GiWkCn09lstt7eXhqv7Twe77qrOo7jMzMzeXl5JJjccBwHTiyKT4hhGKyqzs5OGC0Wi0UiEebSUOFwmK7BgRwE6DMEAkFeXp5EIikqKkqrZR9BkBcvXkil0qGhoXQVDkwcHA6HShTrv/7rvwDYQCAQRCKRgoKC8vJyuq7tr2A2ie0TDAZnZ2dlMllbWxv18BSGYRiGpbvCV1dXQ6HQjWFMurYPDAXFLfEMkNFolImMpV6vPz8/T6Qe/5yjH+CzNDQ0aDQahpwCHMeBdwN+rK2tjUajVPIYie5SkroFNpvd2dlpNBpJgOujKHpjs0aKGu7t7ZXJZGNjY1DFTPCBMRRuAkYuWkQmk1VXV3d2dnZ3d9fU1CAIsry8PDo6urCwsLu7e35+nkqWOBAIvHjx4ka8xkgkkng9YrPZEomEhJkGTlG1Wr24uGixWIB6tba2tru7u6GhgcboKsEhx5AQs2mxWMbHx8vKytrb22nJIlyp8OSiVqv9fn8qUCcEgRktcQ+xWBzvShKUYPQKhmFbW1sUq3uZstQZGRmFhYV6vf7o6IiJwTEM29zcJK5vLBarpaVFr9enu0Suk+3t7eThFIFA0NnZqVargTMtrTOAaA6iLiqVqrGxcWZm5ujoCMfx1dVVhmYTw7CVlRXahxUIBIWFhffv3we6YaVSyWKxjEbjzMzM6Ojo6uqqVqt1OBxXxj2h3vFGD8jlcpGu8QByXqvVure3t7a2NjIyMjs7azKZOBzOnTt3nj59yuVygQSPdkcsGo2ur68zF/1YX1/PyMjQarUrKyttbW3pFk0nEbvdnpbCDQbD+fl5Z2dnKoXMHo+HFiBip9N5dnZ2//79S8cwMHLRq2rokKIenmUk+gESCoVGR0efPn3KxIXiyiuGyWRK3gdBr9jt9vn5+VcG9HWd+Hy+ubm5pqYmJhA4Py9BEMRisXg8HhRFnU4n8CSw2eyCgoKcnBw+n+9yud56662SkpI/+7M/S3dwv9//d3/3d5WVld/85jfhigZ0qyiKBgIBl8sFPOLA3wqsNzk5OYWFhfEx3GAw+M///M8lJSWvv/76q0F2pFeAurezs5PRtvXkYjabV1dX+/v7X2WxB47jExMTSqWSXBliulGmkZGRr33ta+TAOOOjH0xVDkUiEZPJVFFRsb293draSruLd3h4WFNTE79DlEqlyWTS6/XUCdAODg7Ky8tvjBLm5+e3tLTMz88PDAykmIdBEMRkMpGufr9SJBLJ0NDQ9PS02+2+ET6Y9OLW6XQMDZ6RkaHT6WpqauILJMRicTx6bzgc9vv9EG04ODiAyg2BQIBh2MLCAo/Hk0gkgHIHngeHw+HxeGw22+/3+3w+AA4Lh8MAEu9wOLa2tqxWa21tLY7jQBDu9XozMzOlUimfz8/JycnNzc3KykriZIhEojfeeMNqtTKBiIui6OHhYXLMfiqhj+fPnyuVSiZKaS8uLtxudypQtKFQaGVlpbu7O3UzDezyacE6J8ru7q5UKk0008CKSe/eNJvN9fX1wJ5OERGaKUvNYrH4fH5jY+Pa2ppGo6F3k7NYrCtJ8Lq6ujY3N6l/3aVW8iRSWloqEonW19eLiopu3bp1419RzGIlGba9vX1zc3NjY0OhUBQUFNDeZE+CdTCtwZM/sEAgAJC2eFsGCShwh+E4icViMA6GYZFIhMVixWIxPp8fiURisRi0zwH4ERBrwfHA5XI5HA4JvxhYl5jAM4AVTrwOXf6NxWKxWq0cDufBgwck+g9TER6Pl4rXAlVA/f39aVUEcjgcKqUpsVhse3sbRdEHDx5cqfPMzEwadY7juNvtVqlUFxcX1C8uTFlqAI1jsVitra2Tk5MikYgE4nuSdXwl+hqfz29vb5+ZmdFqtVRCb0KhMHVHSS6XP3z4cGlpyW63d3Z2pqIWJhSemZlZX1+flZW1ubm5u7t7//59GmkVWSwWEwC28f5putuDy+WmwocSDocDgcCl8FRWVtZv/MZvZGdnU+zvYLPZm5ubYHHoDYCAwmk00zabbXNzUy6Xq1QqLpdrt9vpPQbijemNl1Hg57x79266+qdIdwuh/+uu+ITJoksVAIIEpxf15cFURhHHcSKIfu/evYODAxoLZiHVc12Eva2tTa/Xu1wu0uMn6Xy5TgD9/cZKUuaq62OxmM/nEwgEHR0dNTU18/Pz9Hbzv/pGjOTi8/l++MMffvjhhzeGERITkkKhcGBg4ErHKl3Z399/8eIF7VU39Ha+rK2tbWxsNDY2trS0QIgJQRCG0pWpdL5MTU1lZmYSWPZpXQtIbx+z2Ww2m5NMOlgVuvTg9/tPTk6AqCwajVIHvWDKUvN4PCISJJfLc3JyaDQcgC9x3TElFApbW1upNFOUlpammwUFVJAbIR8BS4+hSwxRclRZWTk4OGiz2YaHh2kpPGKxWMyVxmdkZJSXl6frdIRCodnZWahhSB5XYY55j8vlNjY2QvKTds+UrnzX7u5uKBR6/PhxfMK5srKSIcI5iUSSXOGTk5MYhpHjcAAsPXKuwMrKSldXV5K35vF4NO7N3d3diooKgHzKycnJz8//glrqaDQaX27c2NhosVjoKlfEMMxgMCQpeS4pKSkrKyNdWHZ8fEyCeorH433lK19J3qMVDAZp730nvPX4inKRSNTf319dXT05OUkdcfDS4LTLZ599ljrwHnF4pFKl5/f7rwTVgkQi9UUO0XCj0UivQjAMI1Gtf6W9CAaDDx8+vKSotJAO0xKv13t+fp7ETKMoOjAwQO6cQBDk5OSExOqdn5+vq6tLTtsUiUTo2ptWqxVBECIA63A4qJ/lP6WvcDhst9vjpzBdLL34RRy/fIVCYVVVFV1gbziOn5+fJ99pKpUKIPdIjG80GsmRBBLG+rrSZuBWZ8hSn56eXvrw9u3b0Ho+MzNDpdg8FouR2CGpy9nZWbqGI0Vu8isdXuAmf/fddyk+djgc5nK53/rWt+IZpOiy1GdnZ1QCFG63G8qBLlUNg5yentICe3JlVOo6qzQ1NYWi6ODgIOlYcCgUSreDISMjY3t7Oysr68YMaiQSMRqN1INCsVhMo9HU1dUR10S32+1wOKjea+OfbGVl5eXLl3l5ed/61rfga6Cg55d+6ZdoMSXT09N1dXXM3UYTVT8xMdHc3EwvrX0q3zs8PKxQKK7cJJ+L6PX6k5MThULBXKXdK5ZIJPLs2TOJRDI4OJju37pcrt/7vd9raGj44z/+44z/cwJY2FDNRrGgjUaZnp6ORCJPnjx5xd97cnJydHTU29v7yrAMP/vsM6PRSAvAp16v1+v1V3ST37t379vf/vbu7i4RpmCz2RcXFxqNRqfT6XQ6jUZzdnYGTDY4jhsMhlgshiAI3HcQBIELPjQEj4yMwOlqtVpdLhebzVYoFBCRsNvtcMicn5+Dr+d2uyGsfHFxARR5KIpChWMsFoNPYH96PB6oXYerisPhAHT/QCAAD+DxeCB+f3FxUV1dvbGxAb/gdrtRFI3FYjAUiqInJyeQ+YTnB2TtjIyM+fl5q9UKIwAHGLwC8Y4ejwee9uzsDJIzx8fHUCt2cXHB5/O/8pWv7O7urq+vRyIRuH17PB6TyYQgyOLiIryy3++PRqPE8xuNRuiU9Xq98Pxutxs8TYjGRKPR09NTDMNisRg8TDQahVwWgiBwpsJQwWCQ0Cr4IHK5vLa21ufzvf/+++B6w7eDewUJvZOTE0gHgc5BFfAjjuPDw8NwG7DZbE6nE0aArBfxCufn5/AKJycnxBTgOA4/oigKIyMIAjohnn9ychLaWV0uF2jeZDLBf/l8PsjzWCwWqNUNBoMYhlmt1p/7uZ8bHBwEVWAYdnp6Cs8P7r/H44E/WV1dBW0QF3N4NQRBYGRC4WdnZ/Cbp6enkUgEUFtjsRihDeITWPPBYHBkZAS0AapIfP7T01P4Flh+8C2Qsj45OcEwjHhgFEWhydvhcGAYNjIyAnNnsViItQffQkwBbJ9YLEb4yJ999tnk5GQ4HK6oqKisrIxGo2632+fzwdxB2XhGRsbY2JjBYIDvAoJQo9FIKBy0QbwC7HcURS8uLhK3TzAYhBXlcrlgX6+trcE2cbvdoI0PP/zQZrMNDg4ajUbiv+BmDM8Pa4+IP2AYBqogPvF6vWaz2efzDQ8PgzaI/e5wOKBNgVA4PL/H43G5XDs7O3l5eYBGAq9M2Cti+YHJgk49s9ns9/vhK+LXHqHwQCCA4/jx8THsTbfbDQaKeIWVlZW7d+96PB6z2YxhGCh/fX0djKHdbicUDpvF4/HA1dBsNgNYNmFv9/f3CU+anfE/fQ06nU4oFGq12qqqKplMRlhqwAw7PDw8PDw8ODgwGo1GoxGaCOCCFggE4CHgrYLBIHTcAggkPBxoJCcnh8fj6XQ6j8cD8202m2Hxeb1eMBwA6OHxeKAkFu4jOI7DCNFo1OfzsdlsHMdhcJfLBUoMBoPEUPDmFotFKpXeunUL2lsBzYPAx8AwDEIogUAAzDGGYfBfLBaL2F2w1IAmh3hH4mnNZjN8cnZ2BvsQnpzH43V0dDgcjunpaXhOuBXy+XwulwvmIBAIoCjqcrng0LJYLPA5sVXgTIL1AZbaaDTCJ8RugY0XCAT8fj+KorAIgsEgLGKv1wtTYzabY7FYe3t7cXHx7u7u3NwcEb01mUxQSGM0GuF0NJlMBNAH/AiFyaAlp9MJ3x4IBODdLy4uYAosFgt8LzwwvAKMDJYaZjMQCIANgtkEhcPgbrcbXsFqtcKrIQgCtQQwBT6fD7wE2FqEKmA24fnBKnm9XpvNBmwy8FR+vx++xePxwG4EPft8PmKrwG8ajcZoNAoKB0sN2iBierDI+Xx+KBQCnHhYJx6PB57fYrHAq5lMJnhOWBgwOLwCzCYRECNm0+VycTgcDMNg5dhsNvh2QuEOhwPe2mQyEbbbYrFMTEwYDIaWlpa2tjY40qLRqNfr9fv9sAwikQiBmwGfENsH7CBoCdRCJJZMJhNMH+wOeBhi+xAKhzt+vMJ9Ph/08V5cXACuCPHAsLZhwRBrLxqNwrIkdiLxid/vt9lsfD4/EAjAuxP73el0BoPBeIXD8zscjoWFhTt37qAoCkcjDAWYzPEKh9kEbAC73Y4gCOEAxa89Yr/HYrGzszPYifAisCBZLNb29rZYLM7JyYHlB5ZaJBIRxtDpdMIxQOx3wpjAmjebzWBvP/vsM/Bs/jf6AagObDZbKpW+8847v/3bvw0IDPRGP4jQ3osXLwYHB1MphqVLVldXae+TTPGGPjo6qlAoVCrVF+d2HIvF9vf3DQZDaWlpQ0MDQzUAX/D4wObme9LMaQAAHIRJREFUpkwmo6X7w+Fw/PVf//Uv//Ivf16zHI1G1Wq11WpVKpVfNIqJ2dnZUCj06oMeGRkZS0tLfD7/VUYgLRbL+vr6a6+9RldR9uXoB4fD6ezsbG9vX15eRhBkbGwsPvtELvOAIMjo6Gji5wKBoK2tbWZmhkpCIxqNjo2NpZ70E4vFabFqTUxM0FKmwufzIaFHJBidTidDKNIoij5//jyl1ASLVVdX19/f7/f7nz17liRTHz/4s2fPmFviw8PD6Racer3ev//7v3///feT/xqQY136kMfjtbW1UTfTbrd7ampKJpPJ5XJ6aa3D4fDw8HAq2a2jo6ORkREcxwcGBlI308+ePWMIEPz09JRQ+NTUVCgUGhgYoGtwu90+PT2dym/u7++7XK7m5ua0cqETExOkM4rRaHR5ebmzszPRTOt0us3NTXJjEv/+KW5ylUr19a9/PZ68PS1u8nhhs9lZWVlXdvRLJBIIaZFOLULfp1QqTfHskkqls7OzJSUlKQL+ikQiqVRKS9cZh8Oprq7WarVOp1OhUEBnHUP3CbFYnHrTF5fLLSsrk8vlarXabDZnZmYmaXOH5mbmGJtgNtPy7r1e73vvvRcOh5PD/oLCGWqFh0UulUpPT089Hg+NPnUqCjcajSsrKz6fr62trbq6Oq3lCoMz0aPI5XJlMplQKARqpMePH9N4aeNwOBKJ5MbtY7fbt7e3h4aG0soiJjFZqcjy8nJRUdGVbQc8Hk8qlZLo8mWKm/zShCUxxPfv34fIGukdUlxcnPoKEAgEjY2Ni4uLKZaCFRUV0chSzOPxBgcHQ6HQ1NQUj8cj0ZqVok5INAXk5eUNDg6Wl5evra1NT09DsPVKw0Gu4yBFKSkpSfdcTLGeWiQSFRQUXPowFApNT09vbW1RvzNBWVFtbS29+uFwOEmQEc/PzycmJqAUrL+/nwR5jUKhYCjqJRaLc3Nzx8fH+Xx+f38/vYeBUCi8sY4rGAwuLy+3tram27xGZW8eHx97vd7rWF1kMhl1aAemLHUkEklSus/j8VQqVTzGdFpyY+dLolRXV+fl5aWI4Hx8fEwv5Tmbze7t7c3Kyvr444+Ts1mTFirNKWVlZUNDQwqFYnt7e35+HlJMlwZPZPimUY6Ojhiqp/b5fImBL5/P9/bbb3/yyScUHzsUCkFlQnNzM4liweQr/OjoKPEmbrFYFhYWDg4Oampqnjx5Qrqn7vDwkKF66ouLi48++kihUBCsVzRKIBBIXtcfi8WWl5erq6tJ2FyoMyER/QgEAnt7e0nel5bOF6ZqDLlcLqCTJPFb8/Pzt7e3ScAvsNlsuVyerlPQ3Nw8MTGhVqtvZNWSy+VMVF+2tLQIBIKdnZ2SkhLaIwksFotKxyqbza6pqamurj4+Pt7d3S0uLo4P47JYrETPlEbJz89PdzazsrJ+8Rd/8cawhlAoTEQPB3+c+rWJx+NB2xvt+NRsNjs/Pz/eIbVYLDqdDsOw2tpa6k3PlwanS6xW69LS0t27d+nFDo2/xCR3TtfW1vh8PrmmAQ6HI5fLSahla2urqqoqCUh9VlYW9XORQSy9G41RU1PT5OSkyWRKFwKfxWKRsHRsNvvhw4eTk5MSiSQ5WQ5zuOaNjY15eXkzMzNtbW302j4Wi0XUVlKZterq6oqKirW1tdnZ2Tt37oAlomXwJEJiNkUiUXIGRcKY0hjIStzbDC2V+BVutVp1Ol0oFFIqlRUVFbRELZiYzZOTk62trY6ODuYazbhcbhKF7+3tud1uEnSFVGbTYDAEg8HkIJq0wGcyFf1AEGR8fPzGXdTU1LS1tZXuzTcajU5MTJBo+BYKhd3d3Ts7O8kz9VNTU3TRtV0Sp9N5dHTU3t6+tLSU2PxNRaLR6MuXL+kyQK2trcXFxZubmxMTE1A1f+NsUpGxsTF6w02EmM1moA9PjJxQL36Ajm0mHjsWi42NjR0dHY2PjwPWz9DQUFVVFV3B5ZcvX9Jb+6HX63d2dvr7+3EcX1paYmid2O3265gzT05OTk5Oent7Sd9vfD7f1NRUWtEPBEE0Gk1LS0tyT3x/f586J99P1X4kCpXaD6FQeKOvlJWVFQgEDAZDcvb4K2+vMpmMxFVFIBDk5ubOzc0pFIrrSkH4fL5MJmOCcgnUUlRUVFhYuLq6mpubSxexAKETukbLzc2trq4WCAR6vX5/fz85fiH1W61MJkvLDEWjUb1e7/P5klOjAXXDpWoBPp9/9+7d1tZWErm4S7MpEolod6uhPlqtVvP5/IaGhsbGxuzsbHqDFXw+n8Yxd3Z2Tk9PBwYGgBEiUeE0bp8rFY4gyPz8/KNHj6jsJhg8revd/Px8WVnZjcEouAqQeLb42g8GeRRTFBzHX7582dTUxGh1wSU5Ozvb2NgYGhpiFCA/uQSDwdXV1d7e3owvvLhcLoD8LiwsrKmpYTQSkvoi/s53vlNSUvK9730v4/+QQAN0VlaWUqlkriySxs27tLQUDAb7+vpeGbBGomxsbJSVlVFHFk33GnF2dkZjtfiV8RyCR5HB6MfIyEiKR1lHR8fa2lrq0YxoNDoyMkIO7g6krKysvr5+dnb2yuKT8fFxJvjkMzIyHA4HEUYQiUSlpaXT09O0XPwZbU7JycnxeDyPHj3i8/krKysLCwvn5+c0Xp9fvnyZrhJSrNIzmUxzc3MMqcXtdtMVFAKIm+np6Y2Njbq6ugcPHiwtLTHHTf7pp59Sn75AIABtXAMDA4SZPj09ZU7hNpttcnIy8d6Poih1M+3z+cbHx1PUudfr1Wg0N3I8gWi12o2NDWajH+Fw+ODggET0g8vlFhYWpt5pAnVgyRN98cYdiKKpXN/kcrnP5zs6OiovL780Tn5+PkP8eFCBS6gF8AF2dnZkMhnF7gwWi1VUVJSiwklIQUFBVlZWYWFhZWUlQCgcHR253W4IL1DUFYnZDAQCkBzu6+tL8mtCobCgoOCSQQ8Gg8PDw06nM62YW6LweLzCwsJ063bjBaCmdDqdXq8PhUIVFRUqlQpu96lvHxJSVFREcfsYjcaFhYVbt25d6veBAnYqOkkiAoHgksJRFJ2Zmamvr6ceReRyuQUFBanoPBaLQb49xaIAqVSal5dHIrMdH/3g3vhMpA/2tApT6uvrIYWSIk4jLdWgKpVqYWFhdXW1ra2NrrdOZZrjf7x3715ubu76+npNTQ3F2iaGKmQvDc7hcKqqqqqqqgBNRqfTqdXqgoIChUKRPGRM75OnWE995VT6/f7333//zp07KfpETOjcbrcbjUaXy8Xj8YqLi+/cuRN/VAMq2SuYTXKiVquNRmNHR8eVniyjeyd+8Fgstri4mJeXl7wgmPTevE52d3czMzNTJ4YFLmaKz8ZU9AM6hdJyCTs6Ovb29lLhP0RRdHl5mZbbd3t7u9/v393djf9wdXUVwMCYuC8ndt+Ulpb29vaenp4uLCyQ3kIoiiYCXNAlGIYlXmmlUmltbW1vb29zczOLxdrc3JycnNRqtSRUt7i4mG4sSyKR/OZv/ubP//zP3xhuSuxFpKue2ufz3ciceUk8Ho9arR4bG1Or1QKBoKWlpaenp6am5tKNKhKJLC4uMmfy5ufnyTWdRaPRqakph8Px6NGjK820xWKh3vyZZPvE87HBVqKriT8QCKyurt6oc5PJdHZ2lhbi2/HxMfV+NwYzijiOp1tUdHZ2ptVqHz9+fGN2gsTg1wkQDsTjkNE4eOpPjuP4+vq63W7v6+sjFwnBMIyh2oxUdILjuNPpPD09tVgsIpGosLCwpKQkRS+bOYWDF3ZpcLvd/vu///t37tz50z/9U6bVQhwYJpPJarXiOF5YWFheXn5je/HnsgiTSygUGh4erqysbGpqSkvhTMymRqM5Pz8fGBigcc3fqBaIubW3t6flxYONJRFris8oMmWpAXmZRHOH2WzW6/UtLS1JrBWO4w6HIy8vj0Zjvb+/Hw6Hb9++LZPJ7HZ7dnY2Ex0TwISQJPvhcrkAYL60tDStjlgcx+12O0NNB7FYzGq1pvg8wPHs9XoRBAEccz6fLxKJMjMzxWIxj8dL3FpWqzXdNkUURa1WK4/HS77GQqFQIBC4ZBbD4fDGxoZUKm1oaKCiFsDpj59NAFX3+/2hUAhBEGCu4HK5QqFQLBZLJJIUa40YnU3wfAsKClJXOI7jJpPJZrPV1NQkr0gJBAKhUIg6zMWVEg6HA4EAhmFqtVoul9fX19NYcAJUCUn2ptFoPDo6unv3brpv5/P5MAwjURL6Kiw1xciJVqt99dRWPp9vbm7u7t27FBNN1CUajULq//79+68SyJu517HZbMCbA4ms3NzcnJwcckWmhF/8xanSA5x7i8WCoiiKorm5uQUFBYWFhcxdcV6lOJ1OONja2tqYSLOnJfv7+7u7u1/96lcZwke8TgwGg06nGxoaepVzGm+pmSqBxHHc7/eTKwiFzRwOh6/Lw8ZiMb/fT3t5hkQi6e7uXlxcDIfDNTU1TKgF6Cdu7JXg8Xg9PT0HBwezs7O3bt2C5O+NnqzX62Wo0pni4DweT6FQQL08giAXFxdAJMRisTAMk0gk2dnZ2dnZEokkdRcpxSq9aDQaDodpP+2ASwUogaLRKJvNFovFlZWV2dnZtLQyUdk+qYjH40kR9VSj0ZycnNTV1aWYQANWM4bci52dne3t7W984xtMmGkMwwKBwJV70+v1qtXqnp4ecmYaKH4oLgymLHUwGFxaWkoFmeFKKSsrm52dHRgYuHIxoSi6tLTU19dHezGQVCrt6Oj4+OOPocKBdrW43e7t7e0Uq+Vv375dWFi4sbFhtVofPHiQfKZRFJ2dnYXjl4lFPDMz8zM/8zPUhxKLxcQ2i0QiXq/X6/VOT09DkgBFUblcLhAIMjMzAYn4uhhULBYDxrIbXe/PPvvs4cOH8R8iCPLxxx8XFBSkOBEQ0AC+O6Cs5PP5HA4nFAo5HI6BgQGpVEpv30ckEllYWHj69ClDPuzs7OzTp0+Tx/c8Hs/KyopYLH706FHqDWIWi+X09PSSwmkRvV6/vLysUCgY8qYRBFlZWUm0ORiGLSwsqFQq0h2tgA1CMUjwxcooxsv8/LxQKLwOaY/RfIvf75+fn29oaKAOWpZoX0jkW/b29o6OjhoaGpKXMH4Bc1BpjR8MBkOhUDAYdLvdfr+fxWJB0LOwsJDL5QIngEQiEYvFfD7f6/W+/fbbBQUFv/7rv07Co/yd3/mdhoaG7373u5fsYzgchmAo8FJGo1Gn0ykQCKDkXyaTAUy+SCRiurv1880Pa7Xag4ODG5ccXSs8FTN9fHzc1dXFXDDwuiefmZmRSCRp0cckjpxBOaPIlE8N7KukWV0yMjI6OjqGh4cNBkOib4vjuNVqLSwsZMh2IAjS2tq6tLREO4J+JBK5uLhIFzy3oaEBaN3Bub4yKITjuNlsZqgjH+humWv3N5lMRUVFhLtNHJCRSARSgi6XC6jEgYIakoR9fX08Hm9raysWi8E2yMzMFAgEsN8yMzPZbDbUXEskErjbwm9arVYWi+Xz+fb29uAXAoGA1+sFdhjC05RIJMXFxUqlUigUXul+RiIRl8vFBDUE0N1S2T7JxWw2X8fFgSDI8vIyi8UaHBwkcWEPBAKBQIDexm4w0319fTB3DCVaURR1Op2XZlOj0USjUSpmGoInOI6T7jZgNvoRDofVajWVpcbhcLq7u2dmZnJyci7dOzAM29vbk8vlDLVC7e3tdXZ29vX1TU5OxmIxGj1rv9+v0WhI7O3s7OyhoaGtra2RkRGVSpWY88QwbHt7myFjiuP41tYWc5Z6d3cXgh6XPufz+Xw+XyqVxmsMOJohHgos7ATwIUEmDbUTHA4HeNNv3bqF4ziHw2Gz2Ww2G4pSUBQViUS5ublCoVAoFPL5fDabnW6fpFarZcJSoyi6u7tbVFTEUPRje3v7ytqPo6MjrVZbU1NTV1dHbmSn03l+fk6jpdbr9QaD4dGjRwKBwG6363Q6hix1KBTSaDSFhYWEzq1W69HREXWOCLPZHAqFKFrqL2LtR7ycnp7qdLr+/n7mUIaTiM/nm5mZaWpqoj0MQlqcTufa2lpOTo5KpWLooPo/L+Fw+Ec/+pFCoXjttde+1AYI4IWFw+G2trYvAgJXvJnu7+9/9Us9EAjMzMzcv3+fUQ6N1KMfbOY2g0ajoT5OeXm5XC6/1NeHYZhGoyHXZJWKaLVacM0kEklPT8/u7m4qBN4p+tRarZbKCHK5/MmTJxwOZ2JiwmAwxOtkZ2eHIYXgOM7c4LAi053NUCg0OTl5Yx+s2+1OJC0TCAS/9Vu/Rd1MBwIBhrjWotHo3t4ecz2KOzs7BCg8juN6vX5iYiInJ+fJkycUzbTL5SLNEpdopk9OTuLNtM/n0+v1DOkkFArpdDrQeSwWW1paKisro8VMm81m6mD0TFlqDMMcDgctQzU3NweDwb29vXjD4XA4mFvHTqeTMBxSqbSrq0utVh8dHdGyA1Npl79hztjsBw8etLW1nZ6eTk5Ogp5jsRhdCk+UWCyWnHuBotjt9nTZJHw+33vvvffpp5/e6DFcXFww9Ni0zOZ1R6PdbmdU4XDHN5vNU1NTNpvt4cOH1xG2puub06Lwvb29s7Oznp6eeG8aEgMM6QTi1PDvra0toVBIsTGKkPgAHWm5IU7NYrHIRcowDEskTiVtmB4+fDg2NgYlq2A4XC4XcxA2Lpcr3sWTyWRQZx0MBm/kYEwuNC41SKkZDIa1tbXc3FyVSsWopWbUcJA4d1Ospw6FQomGAxDs+Hw+RWSf+L1Nu6VmaGRihXu9Xq1W6/f76+vraQzuhUIht9tNcZC1tTWPx9Pd3X2J1+rVWGq73e5wOPr7++kaGUGQQCDArE9NGlUOx3EaIZ4FAkFvb+/29jZ4dtCIwZxP7fP5Lh0DEonk0aNHFovFaDRSXA30Il9XVVU9fvyYz+cvLy8zxCgGCvd4PMwZDhKzmSKWXjQa9fv9iSGRt956691336V+cWRI57DCmVO4wWCYmJjIzc19/PgxvTkYqD2n8uJzc3MIgvT19SXSD6Ioytwix3Hc5/OxWCyDwdDb20tjgTzUL31Box8ZdBM2Q8h4cXHR6/VyuVxGu1qvrF7i8/n9/f2Hh4dUTggWi0V7ZSGfz1epVLm5uUajkTlHjNFiahKDA8PWjTixVyockEmoMFEwtMhfgcItFsvw8DCKooODg7W1tbQ/P5UVjqLoxMQEn8+/zlAysX0ueYRWq1UoFNKLDE46MnGtpV5dXf2TP/mTn/zkJ5e+htwKpt2Y5ubmtre3z83NBQIBaBJjbpNcOTiHw1EqlVNTU+kGVeNHYGip3blzRyKRbG9vr66u0mKDXs1jJ1d4EpHJZG+++eav/uqv3vjkiSPDh9TfiIlFHq9wegcPBoPz8/M7OzttbW0KhYKhFhLSio1EIuPj48XFxUnQRRhdh3w+3+l0rq6upgLe8Gp0Er90f+rgqqurAy7nb3zjG4SyfD6fzWZLd9F4PB6n00l7cJPP50skkg8//PDi4sJqtTJEiuF0OgHPIdF9hmLB//iP/+jt7YUmi7RGtlqtTqeTiXQoWOfGxsbt7e0f//jHd+7cqa6uputbIHXGXKja6XQCVirt/p3NZnM4HPEKZ7FYDocjEAj4fD4qEwGDM7HIMzIyAoGA0+kkse+uk/39/YODg9u3b9+/fx/ywyaTifbtc6XCU/krn883PT19+/btkpKS6/TJYrEsFgtD24fFYrndboPB0Nzc7Pf7aYyxgE4QBEn3saHNh0iYsSASbbFYIMLwj//4jzwe79vf/jYcAiiKfvDBB+FwOF2XB4I+tBdmwj3C4/FgGEaOmzwV8Xq9YrGYy+VeqVkOh+N2u8ViMYfDSXfFoCgaCASys7NpT4dCZDMnJ4fD4bhcLhaLJZFI6FrQEKfOyclhKDeQOmBQuqsFGsTjVcFisXAcj0QikJOkYqlRFEUQRCaT0a6WWCzm8/noQmgCM8Tj8WQyGQCxMqdwoik0LUsNbaJyuTxJsSaLxYpGo8FgUCqVMmGpAQcRYAPoHRmaY8VicbqWGkGQtrY2qMlhxWIxFEWnpqZisdjDhw/dbvf3vve9v/qrv/riVL9/KV/Kl/Kl/H8uP9Wj+PLly8XFRaVS+c1vfpPRuOSX8qV8KV/Kl0LSUgeDwXA4TBrcD4IegUCAxWIJhULmMn4oitILMkk8vN/vFwgEDIW/MQwDBhDatbG3t1dcXEx722ssFjs4OPD5fCqViqHZjEQiPB6PuUqes7MzBEFIo1ik8vy0NzpDRyiXy6VYvH/dA+/s7MhkMor0ykkkGo0ylPqDWFZmZiZDqxHiHvQ+OaCM8fl8gUBAZZ1z/uIv/oL4gcfjJdYwpiVOp/Nf/uVfPvjgA5vNRhcTZbycn5+/++67bDabCSCOH/7wh8+fPxcKhRUVFbQPjiDIm2++WVxcXFJSQu/IwWBwZ2dneXm5paWF9o2xvLw8MjJit9tpaWC7dAz853/+5/vvv9/V1cUQqsPZ2dk777yzuroql8tpx6ULh8Pf//73NzY2Ojo6aFf75OTkyMgIl8ulHSTd5/Otr6//+7//e0VFBROIFnq9/rvf/W53dzctjArx4nA4fvCDH6jV6qqqqhu5OEjY6ImJidHR0aqqKnqffGNj48c//vF///d/KxQKKmBeNJ97eXl5b7755t27d5mwpCiKfv/7349EIuXl5bQPHovFdDpde3t7Z2cnE1ZjZGTE6/UGg0HaRxaLxbdv32ai6EogELz++utDQ0Nms5n+2xyLVVdXR1dd85Wyubl569atwcHBRD546sLhcOrq6pjoTxEIBL/yK7/S1NRkMploHzw7O/v27dtQQ0X74IFAYGJiIhQKMYHJYzabfT7f0NAQ7b5ORkbG8vLyv/3bv1VWVtLOs9Pa2vq7v/u7FM00zZZarVbrdLqzszOr1drW1kbjyG63e3h4+OXLl36/v7q6+p/+6Z8QBKHxrP7kk08ODw/feOONzc3N9957j8Ynt9vtw8PDH3zwwfz8vEwmowjPdEksFssnn3xyenoqFotvZD9J108HnUSj0bW1NdLcPdfp5KOPPjo5OSktLaXd87rknHK5XB6PR7r+PYlwudzi4mKGIB7tdvvJyUmKlDTpilQqlUqlUO5Fr4yOjgJq2P7+Pu2DV1dXf+1rX3v77beZAAvb3t6uq6tTq9XPnz+nffCZmZl0CayZtdRyuVwmk42OjtbX19N7YgsEgrKysqqqKnDV6d0eQqGwsrISEIoLCwvpNXkikaisrKy2tvYXfuEXrqTlpiKZmZmVlZWAEREOh+k1Q5WVlSKR6Ac/+IHb7aaSurhSJ3CBhbAjc6gAtbW1x8fHq6urtbW1TIwfjUaZuBBEIpG//Mu/BFYE2gd3uVwej4fL5TIBXNXU1PT1r38dwzAmDjCAeJZKpUw47BUVFZmZmdcV5lKRi4uLjY2Nnp4eqne4+Dg1RZFIJBKJxO/3t7W10dvFwOPx8vPzCwoKcnNzDQbDa6+9RiOaOBhokUgEfGA/+7M/S+MO4fP5+fn5+fn5CoWitLT0zp07NJY/CgQCIMBeWlpSqVQ0QtpzOJzCwkIej3d8fJydnQ0nJe0KhzVTXV3NRH44IyMjPz8fRVGpVDowMMBEDorD4eTl5dHOZB8MBs/Pz3NycrKysmgPJft8vqWlJQgK0a6T7OzsioqKkpKSe/fu0Z57sNlsKysrra2t7e3ttKegy8vLnU6nTCa7kV4yXYEuh3v37lEc5/8BET7Os0cF9f0AAAAASUVORK5CYII=)
297
In this study, the subjects kept watch using the
general navigational equipment (compass, pair of
binocular, radar, ECDIS and steering stand).
Furthermore, they were instructed to keep their
simulated ships on a steady course and speed if
possible. When the subjects felt an imminent risk of
collision,they wereinstructed
to maneuver to avoid
thecollisions.
Before the experiment, to conform with ethical
standards in humanresearch, we requested that the
all subjects fill informed consent forms for human
research, which all subjects accepted and signed to
signifytheirinformedconsent.
3.3 ExperimentalScenarioandMeasurementMethodfor
navigators’SA
Navigators’SAsweremeasuredusingSAGATunder
the same experimental scenario as used in the
previous study (Nishizaki & Takemoto 2016).
Therefore, an open sea was used as thesea area for
the experimental scenario, and there are 24 other
ships with each having various encounter situations
to the simulated ship
of the navigator. The basic
tracksoftheothershipsareshowninFigure2.
Figure2.ExampleofareportforSAGAT.
In the current study, the SA in navigators was
measuredusingSAGATunderthesameexperimental
conditions as in previous studies. Therefore, the
scenario spanned about 30 minutes including
interruption time for SAGAT, and the experimental
scenario was suspended 4 times after 7 minutes, 12
minutes,17minutes,and22minutes.
Inordertoset
aside enough time to collect information about
surrounding ships, the first measurement time was
setat7minutes.Theinterruptiontimewassettobe
oneminute,andsecond tofourthmeasurementswere
conductedevery5minutes.
Intheinterruptiontime,thesituationawarenessof
the
navigatorswasmea s uredbymeansofthereport,
which the subjects filled in based on the displayed
radar chart (Figure 1). Subjects filled in ships they
recognizedinthereport.Inparticular,aftertheyfilled
in all the recognized ships, the priority rankings of
theseshipswerealsofilledinthe
samereport.
3.4 InterviewafterExperiments
Subjects in current study were interviewed about
theirinformallookoutusingsamelistofquestionsas
in previous studies. The list of questions is divided
into two parts. The first part consists of questions
aboutpersonalhistorysuchaslicenseandnumberof
years
onboard.Thesecondpartdealswithquestions
about informal lookout and situation awareness of
other ships. In particular, four items from the
followingwereincludedinthesecondpart.
Maximumnumberofshipssimultaneously
Radarrangesusedinwatchkeeping
Rankorderlevelofinformation
Rankorder
levelaboutencountersituation
Shortly after the simulator experiments, subjects
were asked to provide their responses to the list of
questionsinturn.
4 RESULTS
In this chapter, we show the results combining
subjectsin previousstudy(Sub.A, Sub.B and Sub.C)
with subjects in current study (Sub.D, Sub.E, Sub.F
and
Sub.G).
4.1 ResultsofInterviewResearch
As a resultof the interviewfor Sub.A to Sub.G, the
maximum number of ships simultaneously
recognizedbynavigatorswasdeterminedtobeabout
five(Table2).Additionally,navigatorsselectedradar
ranges depending on the congestion of thesea area.
The radar ranges used by
navigators are shown in
Table3.
Table2.Maximumnumberofshipssimultaneously
recognized.
_______________________________________________
SeaAreaMaximumnumberofships
_______________________________
SubID A B C D E F G Average
_______________________________________________
OpenSea2 5 3 5 8‐ 5 4.67
CoastalSea4 5 5 5 8 4 5 5.14
Bay(heavytrafficarea) 5 5 5 5 8 4 5 5.29
_______________________________________________
Table3.Radarrangesusedinkeepingwatch.
_______________________________________________
SeaAreaRadarRange[NM]
_______________________________________________
OpenSea12or24
CoastalSea6or12
Bay(heavytrafficarea)3or6
_______________________________________________
In a manner similar to the previous study, four
subjects were asked to provide the types of
informationtheyemployedtodeterminethepriority
levelofotherships.Consequently,thesubjectsranked
the importance of nine sets of information. The
response about the rank order level of information
varied among subjects.
Consequently, data for the
rank order level were normalized to reduce
inconsistencies. Figure 3shows the normalized rank
order level of the aforementioned nine pieces of
information.
Inthisfigure,theordinatedenotesthenormalized
rank order level, and the abscissa denotes the nine
sets of information. The higher the
rank order level,