{"key":"fresh-3","idea":"RouterEvidence","tuning_paired":{"n":256,"mean_diff":0.050261618216654425,"se":0.027626739247287996,"worst5":[[60210,-3.0015729467770598],[60046,-0.9142052951644928],[60020,-0.8705987488964411],[60031,-0.8361329747204991],[60195,-0.8224928735731964]]},"holdout_paired":{"n":2048,"mean_diff":0.08918615642518166,"se":0.010408513275139707,"sum":182.65324835877203,"sumsq":470.4672024157343,"worst5":[[11687,-1.7985437021709458],[12030,-1.3493544434533078],[11165,-1.2938310731644833],[11840,-1.2661030723335216],[10009,-1.2340650205113661]]},"misread_rate":{"lattice":0.1623946196942478,"mine":0.15938815779513413},"price_error_bps":{"lattice":13.647647707656684,"mine":13.546702392205152},"gas_estimate":"Up to 121 cell updates/first-step callback (~1 log, 1 sqrt, 2 exp each); same-step calls unchanged. State: 121 masses plus ~15 scalars, no added storage. Added gas roughly 0.3-1.5M (fixed-point, unmeasured); above the 245k direct-port budget.","code_zb64":"eNrsvVuPJ8eR5dnPCex3SGgeWOypKoZ7hN/Y4EO30NM7C8z0QFosMBAEdlZVFpmtqsxS/rNIUYP57mu/cyyKl1Xvw2K3B9hpzkUSPf8RHn4xO2Z2zOw3Dx+fbh///ru7N7f3r29fvn/zV//v/7PFP/049J/xzy/+s5Rt7+e/878vpZb9r663v/pX+Ofj5enmMV7/V/9z/vPvrn/zsxNw/ezt4+3l2xf751dXf3v96t3d/ZvrDw/v7l7/cH37p6fb+zd3999cP317e335+OHDu7vbN9fvbp6e7uKHb+/exXNeXv/Hp+uPl9uL/+jmfQzc3l4/3bx6d3t5fvXhkT99c/f27cfL3cP98+vL3Tu99unx4/3rmyf9u5t45+Pddzfv4t/evP5DvPHl9f8eT3v97c39N7fXd3724+3Tzd27q3d3f7h9d/ftw8ObL6/v7r+7fXzS6O2fbl4/Xb9+uI/tvX968eHx4c3H+BeP+tjrm6fr25vX3157Oq9v3717fv14E797vHqKl/AB1w/3fNPTU3zim7vL0+Pdq49M7/rh7fXD9/cvPjw8vLu+fHh4un7/8N3txTP0nGLBLvGWu4fHmOvV4+33t3fffMtzXv2QM798fPfEQvLmF5cPt6/v3t69vo4NuNw9/RALcLn+Pkb4z1e3/N37uz/Fz7+/e/r2igfcPL6Kh9y8yZWJBWFFbx8v128fH94z9O7lhx8+u8QqxMx5wD/F7rz7p+ubD7EQf7p7nwv9/bd3r7+90m7d8JEf3t28vn1/e//08z9kuViN9w+MvYh/+frbmI4W7+XV1X+I77y9Y/HYrzds7+Pta/3w3e3T9a/jG/TZsWpamRf+q7v7Dx+fXlzi2LEgt4/f3T6//ub67ulyxYF5zwpxwB6fX//DV9vLtUZs0VeXPz4+Pfvmi3/43Kfk19WbHR8Zs7o9j82Hx9sXuRX56JdXbM/dfSzS46c/0ww4Tu9v/vRse/7s1188vvh1/Tye/vL6b9+88aRf6fdvNPtvHh8uF//MD3xzy5Oe7r675Vg8PTx9eip7xctjb+NAPuhZN68uD+/i/F2/e/jmx6PDGfn1F8/qN/FNH959vFzzPx7/4fPYndt7n5efzzbW8I5Xvrxm5S9xUC7ncv1w/eohzsjl7s+3Wp+fzC/PHicuDsbbm7vHPP0xuds/xYpddK3ex3uu/+vL67+PV36MJb2+uYrZ3j88vo8p5AH1x72/jYtSt+v/qjfpk+Kqvbl55LXf3fnklJf1+U8mxxxunq7+t5vXD6/u4uf8UnKCU/BBN2Z7WUfz7vre6Cc/uakvr//u9u3D461vu6TI1et3dx/0IAmMTxusNdbi/+wJ8f3coFfxjpfX//nhOiTFx/jrH3/z/CrE0a1/8Vx/+/bdzTfPrx8eY0FDqHy8f3p+/Zv//A988VP8xeWWA/J4HTLs+sPNYwi9Jy7jTUzyw83lcvvmKk+AJallhdZPO3XH9XurK/7+7s2Hhzsu4OXy8f0HX9P7+Iqb62/v3sT6n6fv6h/v37Ga8dtYu5vr70NWPMU9uI1P+sf7644iffky/qPv8VePcaMut0+IAkRLzOv1w/uY6W0IzZjX1duPIW1+lKRc+L+wJdff3rx7Gzrh9t6yyBfk8e6bu/ubn/78+dW5r3/huecjD6/C27vHy5NmHwc57srtm+cIsT/Hl77yNt/c/3D17cO7NyG5U3JefDxiAS8fuc0PP/ne2lpc3ngY+8Dxfffh25uvtuvbP35ke9E1VyG9Xv8BGR+T/HiPeNQG8uP+5fXtm29uU55KM0mk/uxLme3Nq5jPVXl53L4o9aWW/msrl5C8sUlvbj/EMoW4jF3S+y4/nlfN/u3d/d3T7YsfX/TpVsTnaXX71kvs/f2fbx8f0K5xzZ/t2z7iiL67e/rcE7v8cB9zCwXsg3GJk/HvQqd/vNd33d3/XFeH/EGWvY3lDFWXIswTDQWfivXp5vIHrsg7VMwPqE6wQezLb//Xv30RnxC66pePio29ihP1/i70am97Od7O+eZ2He1tf7O19urt63pz82orr49Zb171NrZb3bz72+/jhrz+w803oYJQl6jrd+8kOy5X3J/72BnO9N//iat9KvDbE6/GWr+6tQ75eB//67ngiP5LasHnoYDj41/fVP3buIFfxyV7+c+X3Ic/vv/6D+X2RdO/8Zm8eXz9LSIz7mFsYEwlpvQDWCI0Skzr4ceb93T7HmEaGObyN/G/rt88xHdwXd981DufrPne3Tx+85NdMBiKnbqOf/7Lb/7x17/96rj+8MPTtw/3+/WL/5if8otP/fIXOE0n/jpO7PVr5Ji+54/vv/rZ5+gFP3nwh5D6PPnHX7y6udz++Kf/T+dSNJdWKtLvafsXJqPjdrmNdQwk9O7hvILg76d4RPw8RN1X+g8eU3JH/oMFa2j4kJmxkHchEZFZj7fvYzs45XrYxU+7/4olQX7x2Mt1WBf1eB7/UefGf7S9a9tLGYsXCRfGQ654Zb35or76Yr/5Yn+VL/97UOLNm38OXBRCmfXT7Y9vYHPvhTnimDxoxvWL3T+7iqN9iiyJFsm3P9x9+JB64jY+6G/ihr0LBXpMS+TL6wcLs9eJVvJfJPrOy/nm9u1NiMAvU7AV4dbbrySiEyXfvLt79Wj1ewlBEtLHV0mI6F53likkJP6kYV5/+3AJqRu/yqmHHI0JMgsWWSjRp+Gzy9XH+/cPbywI/k42wvePARlvH7kFF8D807cvXt3e6JeG3PkHp9QOyHJ3QcBc2I60CwKcPYTeRPqxdN/cfSdrg6dd/0KD/qdPv0bJBhZn6UI4WaFcgdYEMy+chRsJGk5QnIr3H/4mscBv/tNv9dOLduLmbUzzt9/ffLj+48eHkOfXz27/9PrdR0D2FbL6Ltb1z1rWAGq2HrwzsWJ8dL7yn0OJPTz+IPEGingBdPjJJnJKr9gBLuHdG0SENvqiX9zex/kORPHb+Ps3sgW+uZFkfPUAsNJfCrGeui9Q961l/t/GVJ8si4zI7t4DpnWUfv3b/yNHXt88Pv5wHRvxQgfz0yRevL+7/3gJ1HyqvV+owZBvXLofFfH5dzGZ+B9fpBX49R/f5815c3cTsDGA+euL5QFvvru9nJv1ePP9lZCUZ3v540fgCDjyxc8OQ6iwVx8un8YfrNG45D/R3SFMQ+Vd/9NPBNcNy/G1AUOc2X/iAIVZErAHBM5NRvZ8fB8i5S5X7KdT1rLlroXe4313lxOZxJze39zfvY3jpG/7mwQmL18/vLn9+vLtTf55/vDhray2MHDj7QBt6YDY0x/imGGFxcW7/nPc2i8Qx/2IUxAPkv6+/OzJf37Vj5dXacqcYOLu8qOxG58sdXWeSUPa0zz6BLcNuk7T5ipNJZtlNjh//KscvP0uBCAC5uan2JSX372P0/Q2Tv2Xfl3qR1++OF9YY69Dif/cnALPPP80ob8A2+8QMq/DnA+ZxXs/XlLnslc/sU9vfwo8DZXvc0H+7uaHmIJsrpjrFRbat0a+YZeec7GgjKfFGb8AHV8FTg45oqm8EMD/mT0vYfKnp6v4Nx/+JtHVq/f2E4RMvH33Iwh4/e7m7j3nTljptEIeQvm/TxMAbBvffn95bbDIZtnwAgCFWLo8xB/94TSpP4kFOSjCasMe++7W0whBcfVoB8n9T9wMuWAhsE+RYRlzK9l8Ho3TyEDafKNPjk1+efVX//bP/8//+YWY/P/kHf/3/t+t1m3/pf93q9u/+X//Nf751a9+9ZtPWvHmm28eb3X9T6R/ffnWqDVlyi+Af1pKL+MpV6EHHgLIv758d/5Xof787yFkvr2Sxfoh/lvouusc+C8MXF0Frk2l/Ozx4fvL51/KILm//uo6bHb/K/0b+9i+0vNevg099Mx49uvn15rkj395ufz8z/76X/pDOWK+8pO/sCEU0jV/K4ej/IMvn18/u1xe6M/+Ov/48y+e3f/1s/sX5fP4R78Mdfnx8T7k9eunZ/dfBbTm6V+Do77iv+Er+uqCy+jj+6/0EP3Xyx+/ulye6wE//ef7AEBP7avf/e7y/M3vNfv4L0z+EiuXK/X8+g+3P3z17ub9qzc3149fPnv8Xfn988ffbb///PPffdl+//vPc3Exlp7lsgIa4wNZ+mdffw0w/Prrz1+GEEBPPfv8JZ6h+yf9KS99d/PqFv/j9bPPjLk+e379WSLBz/KRmi5ei4dQSs94wRfP9Lt//9nXoRSfbi4v42R89vnnOLXffvmzT+UzYjq/exaW1LPL58/fvnu4eXr2Jv72J58cv34J4r99fPb2899/+r3QHz++/PSPeeJP/kYW5ldpMt+99Qd99dX5Nde37y5pxH76DW67x6fz8XEK7y5Pz6Ren+lxz/X///tPhzO3Xwb3I9+hdzzXHXj5JuDS5dlPj/fn59F7CqzL/PV38d1vLs+8ep/9EkB/9rm+/+unQB/P8vefduf59XdCpX7eSxwTl2c/2ZqfzemzNL0+e/7d7z79999/Ef9DkO+z3//yJH4mRP714/vL14HFP3v+482I33hMh1ijepBNqM/iEF5dxYJ//fX9zfs4ZLHmX3/NSfz668++zCP5byDjf+Q/vzxl/wP0/3b8X/V/iT//N/3/r/DPf4ur/qs03n/15fV/083/leRA/M8yZl3HsDz4VYqK+Pd1rnaU/Ne+6/zb0ceP//oXciHGW2nHGMcxXx5rzNJK/OF/56/jyfd/+e37sZW/8Pajtv0vvH3Wuf/Lb9/mVvpey8tW+zb2vvP6q//+P7f8STX+Ex39r3z/S9uPo/7y/ret/dv9/9f4R6jn+fZyHPsqx2iztWPrq/0vV4yUGIn/Obdtjr7iT0YbHqnPX2wva+Ui99Za73vfjt1jO2NhwR1H31dctcm/69WDhwa3fa0ar6m199bX1j3Y9NRW+lz7UdbY2xzr8Fhn7Ai5Ey8ce9nLHFtOczBUZu8xx23VMo99Lg/N+IK49rPXctSdt81ecp7r+YvysoaI6S1m20rZey8aKpufGLJqi9eFNtrXkUNakzKOLV5fj5jh1qZHKu86Zm09Hjr2GaLObyp7jOyxgiMWrIYIrLEOHjlipIeQi6f0o/QywvT1SOM3fRyttqOtGPTKl85b+jzGio9t+7bXPd+vZeizxCbFHGLysepehsIytLK1VseK7Qoxne9f/Gaffba1txHifsaOeaxyLvbaagjLmMhq8a1e8Fq8ifGxcx1zL7FSsfslf1c9GjMpexyCWJ9Y6+LlqzocI35Ry3aMI/ayeI6VpUCG1/g3Y8X2HsPHomopSrygjFjE+PQtlJKHuuYYKzdi1UuNT4+P9pCWo8bZig3vpcd5i4/30NQMQxmNxU9i/Y+t5thiR+KdZdW64hvmnH7gvj3nuGwx8zgVe4sNn175nTNRF6doP0K57PvIG7RXn9oZn8lKxNDcvcG7DsWKFaiTvY/JxRp4iKVosSPbamvFid73PBW7bgjukbius48SWx0H1GO6IQGdQqDGkV69xe3cvE778D7H9pZYvBIPDBnr07nrcOwlDlr838H78pbvS+c2rkWNjdvi2MSgRg7OxtxGyOn4YmbTh5926H6MOK69rljZfQ8p4BHuR9wO9PCMQzv6fv6GpQjpEyeirxWPjc33wOFPQgK1XriLsZ0e4lCUre9bj0+Jc8h0PcKZKGPF38erYgdXnCkvUUCZ2Nz4SdynWXrsR57ZgzWIy9ya1nwDYOQWHr4iG2euhVza48uW39Q23cU42/G6Gdc7juzhjWq6ImWvowbmiAsc2OfIjWpV21tjkbhac6ADPcJCxHWPteDirTlm8xI1rUQNUVHHxn1jhb1IrUlKx20LvXno1g1ftqYTEUsdQnND9pRYi5RWzdIiJGW8I1ZvxZLUHPL1iC+KexUCNVRC3/NItKXtDX0QMi4+IVas+mWdxeD0xaWKxV8BBmfOoxckbcxwn/HEuH4h7fxZvVrQItdipTnpIVO9hF2nAhGHsO9xqfZAbh46vCdxpReXK6RTP5VW1xVBNMZOhfA6YvXPeWg9OrfJELAfLfVS52SEKphxQEeNGxkv9Bf3aVUXF6eG9pgxy56CqS9vcqi/GcdsW4Eu42hrbFiFxMfEhoQwiS+Io+2vHiVvcWx8qNSYOlfJ0x+WGCFh5oyfrRBDcbRzTMJzjx/WWmI14kICuT1mxbpCt4QwC9EZqmPlNRqckJAIcRvi70NDxdZ4oFsQzrhIJfR4aPFYT3/c0AGJgxfyMyZ+xM7tsaQe47rErdvZ0RAXc5yz0Ir0EmdtY1f2EMy5Z1PqJM5gHJoy4n2Ln3moWErG+ofEjFO6swMeqinFW+wjdzM00fRlmbvu7Mbi86wVy58CZR4SNfGU+EUtvPV8lXTJYA8G0uuI6+S1mF0wqMUeBr6IzSohvzxi4RkSMgRuPG0PFRQHx2OsBF+LBoorG0sV2MBD0iQLMBASLC5DzN0ftXRV4vDFRYofhvTYzqVYEp8hbo+YHOI7DKU8iMt3pcc0JExioQIB+IOXlAkSIxaiV85AS0G5Di5fAVSHag/JUvfcrNWktuKb47TGRYmjO88fCWUc8fy6xzRiweL4Nn/XGrrNe1yVuEgzZFuoJY/4qsSXCU3Gf8Qi9vyVdMmBNOToxvsgfjNUNgONOJnx+XGpQs1YvRcB0AAE3MfY733GuliUFyPQOJFxbJB08dS5fHSLEWhsYQgh1EJo+L1UD1mOIkpiZULCjZFaPCQNSz9nfNQKhdxaXNn8UZeGXJVtCg0QKsZrEfJbv4nlq8ipI85NLkYR9Aw5g+oPyzfOW+CTnJ+EKNcxTmhI8vhN4AANGXmGMEUsx+EJ6BLb7AkWXZOdfQoIgug+8l2CnrWjTmK/WJTusxtXyaI31vBoM74ZwO4R7khgu9iqDayB6ioeYSHiaoDSYtcDk/XEdnGOdQZDEMZnHmGfo/OWh4agduysrPv4orh/I392ytDZdbMm37zlPJbm0WZpLc4xn52QsAiBxnHHcRDyI05BM9aNW8iRAYX1GacT6WysXaqUKypjn/Fnce9CYnhEdyREagiggJ0h82q+RmciJHXAjBDWYUbE+citMvYcI1aUW8JrSp7A2lMlB9QO/Rh4Ii54zVkYfCKpucgB/gDeOSbhGaZIwNa4jdKvXqa6vPlxtQN5xkIFPK05tuuSxB5xR3sItgMV7CGdi7gBMbO49zOQbjFCKcafDRG9ZBME+rTsDzGWL0NChf5ZgQ6bD4DwZ4jOGdA08HM8svV8nkQGpmBokxDVDbDmEUmMgT7aQ+yvkD9j5PyGrw+AaUqshdDwyLQejyfFGsdKbSdmiPOTJy0uXXxvoOQwC41mQ7955eP9yG/kYZw1DxVZOkBMzl9AlGX5XgQ/Q3eOGho1kE0IsNhnD+068CGoObRHYIo4cHkADtYixH2owbhfAY/jdFo3FUPQAFdlhTkLLgBveojViNOPBYGpECfgfJeN1SPwcpyXsLbC4tnOd2k5QtHF/Y6vDoEW+nPPMV2TPYBBiBoAQFwGI54iGLoHHEBJ83nxZC9iYzXigkyshQBd6xQYgqBcjlhdjgZiNUd0SwJrBQwOQR13a6ZUbYcxMjgqoEAIre6VFQCNHY+phUEXL2rHnu+3uIizFeoqhOTYY/lLvkiIa3YB9VCo2CS29QNYSJTEhENyh0QNSBICKMeWYGa8Zm9xpbmX5zkTAkVqYD/GYZ6cwJljhlyNA8Ahix8G3PEju0RGyM0D92WcmHibP1kQNKDixNYKeNxnPC+HDtnn2Dk9oGtcg/iKfFezCRm7HsoyHgrr0CPdSivuYICwEETxEXuKEyHQmNwREjdmGLoJQeUhA/LQPQE/Q0r00M95nPqyoo4xEK+uRN6SRKChY+IB0yjJBmYZRdAaJBkXteHFSNu4GH8GhgnLI+R06NQ4xLkvxp8hpWWEV8TwzDNo+Bm7c0i8h2w6BfJoNj3jT0OMcIxmulli6aQHQ5bErrCIARYNrQOcsfKNExPSMeBHCObzu6xYkatxBGIOB94CD6UADRCB+IyJAi79MuNP7OlY6tDGYNB8ovFnIOAA+7EBsWOhJPxdM9VJLPoKiBFo/Eh9N3cLoYV/bOEvmDMnH/CzvETdxtUJhRaHZkulO5tReuj0OMNYRLEtxrNFADTkTIjiDfR24I3xSMqMgJQIktACWPQ5prPRkNZhEk5szdryZRIZoRQCOcelDIAFgNbQ8tmIZ22YVQFtji2V7vLZCHQSmCQeFnJlywcuLUY9AnfgBAqh11LPLC9Gk9kVB40Pr8atIRhkJYdsCOkVGi1u58gRXRQuHs6ljqnjj1qWG/KXIKxDGs8078uyXXJwavHaDbx8edaWVGt87Y4lHqooNF9OXfckzpfg/YzJ4x5hqG5bGjq4PsIoiPM2E4BWAdAAXrFfgQlX2+LL991Dlhp9B+cGpA9oYPxUNxmuoY5DNOCniXkUK7x6ws84GSOUqQCAbf8q+InLaSAaOvzkLSch1dqwSkKzAdWOmWqhCoACsjuGSZzr0nJg4q0KKRS3Lv5lyNKEC3Vb9goQgkHlYvdNL1OoHV4VJzC0y+Qux6mp9pdWez5Dccap3UBQceStTuKMeU82AGtgjMBKYaAYM1Z5P/FJhCBa2Olh3uQTbcY3vJ1dbiTAsj+6tNMJgYcHL2TInFxgo1DWMFYNp0H7tB6JQsP63bTCsU2xCzkRXZXYk8J91cVcJT9A1gm/CzQVhyaOl9FaTMqnIxY9VGzYCnhJfYuq/aBxPEK6haTA/Arb0BMxDg1oEDpqHjL07MOrwqEYVnFd40TGBdx8z6uBaEFUcotRviVX2Dg0DEk00MAbXXI7q6FGPeRaCaR0pNlSDULj4sS3xj3QYuReCoOGjRGGQYiUMMtCQXiR5P8sTGnhva8chuXnCYLio4szGNKLv6g2W6ohKNZgHA9c0XGdtz0vUTpB437FkhdeFvImH2kQ2uICh/gdIWPDBDi8GjtSNGyviuOaoxbSw7MXCpUVGT8EdQ0CAh5iNQJ0BdrG7J8d94BHhkHtYYdXw/7KEdvw2Iqh4TGfR8/PktRYWJ4x894VHPEZlAcUh9BC88b9qelPrYKgoWjCcOv4zUKE7j2HaqKQsNsrfmP0ZV7Yw0tR0MihfAPwLaafPxT24rAjpQ7peS+uQCh7Erg7/m+84phpoVSj0LC45Frm3CKJPGQD5Yi7OEOt7UwxZWWVM3QDawRMiivLO5tl5WG4gYUZ5zBMocA9edqEQkNIDXxMwPU4vZ6ifaEbnrPGXgbQG93hlGog2tDSRITZpjzX9oUSY1lojdjGZdxdDURbGOrEDw7ghj+qtZQLiOSwxwe+DY9IhHIw4zND+4ZFM/GG+wAIigaECRkUQiMked8ymFXtC8WxM7AOOoB+5NsSbGBZh2YINXlKvC6ZEcAOp7dk24/XtdtACfkGPuUQ7zZDq32heGfihyNGY43O7RIQjU3esFsGwaWZzoTaE3nhwFlL9g0AyGO6KHFq4vIELIwzj2/dQ3b91YG924iN8U5vmKBofO+Gb+DARI+z7BEtB7GticWLE33NHJK7i5hXASdLRPmTh5BXGEChK5kf4bhUesMOnrXjfgiTNsSvcWgINHaMWxJ6FFMpljEnYRiK+REfthBSMYmUUcahlXOJOxFgvJ+HQG7QsHdiH9n60EOhsLwagUTLS65uXMc4GgC+lP8CojhCsE1riOZ6nMrSQDTMntgmxGKIolpyyNYrfuWYXJHc240O67RXI+bYMXhjDraW4uHyrXciGsLshEA9Ygm6hRqJ8zkgL9S0oavdoAVRjNKTsN/zZ4cMM9A495KIa83tNxAFjRUQz4JxkydUOBQ/DP5gdDs/zyFLjTB0AppJRO17RjyqPKGTOByhnVBhLKdHOBmLKFJcglBPjXXSiByhGwYNtjhBHaJ1XibhUMC/gEoj9FBS5i2fDbyxFXUT5w0HhMd2R7MDRwesabi1HQuuS0eDADAu9VBxBxEtD9lG0YHnhw3XY07RceeYRseHG8cnRLoP75LzDwM0NMTGWaxpkld7QrHGQzFVVHaIoJx8Bg1AwyE4CJzFqdXYbiiKAy1uayBNHGLdwnwXFI3/FSYi1lnFuZO/so0SSABUFlL3tMx3O0IJxcW6Hijulub3vgmVyySJsbhGiFOrvV1QdBG8jZsSWxpS0Ju8OwrfkCw7rhr5h/KBww6qHY8S6jWEXs7CMjRsGgIGnQAAQWqP2ZyP1cPs4rzF9+mw7cKiFV/wBtgUALYG2A1FYz+6GEpYTPv5Ky1G3LkjUFnIy7h1VvO7cCiB6IWnuhx4lRzq3g1EUZxDrj5uXHpQd3lD0dKdExgSKcCil8kwNE6M5AxOlhU/y2nYSgkpGaoe7XVIonvMAde4kI1ocAjtFA27YCiLHbfxILJ6Ot33E4bGAQzNF8ImhOmWCnE3DsV2CN04MS6xwv1I4VCiUAeSN74bre6R3bo8joeO6Y5LyUulWHwY3zgFD/BmvM4HQDgUHSX1EIg9fp6PE9iIDw20EWdbfIo95zcsvsI8weeNEyg9IruAaGg8HFCxnQsRlz9aNkXCtIlNizWB1ZEfJSRKSHXwd4uQqMNuu0LxIRPi7BLZge2xthyqsjZDfXTOXXxAhrN2heJnKPfKdQu4Eeh2ecQSFGdn3KtBZH8eOQeH4kPdBkQhShq/awbyu0PxePEcaQ55WNPZsAuHhlTqBJkl5ROU7/aGxlaMsBECrXUClyV/5Sj0QKaBWOOv0qzZ7Q3lpIdxEAZYnMHy6Yw6HB9fEBYoWC7En8Oru7FoKDFwQxzEDir10jsej27Hxx9jn6zU/cjIa+i0Da8MEOfcMUHRkJ24mqWMQuDku/rp5yV85AhkijyF5Hd5KDaOGvyJ83nSryFvuf8Zsd/zVys5JnH9B0wXJl0s6Hf7Q5FmsRaxyvi2/ET5Q9GRIU86khLz0CNG5rGsyHPp8nQd7gKicXNCqxITmYjFfJFOR0U24zWK5SNQ6SHfkxAzoc0P2RwZgtqFRQlZ4O8Cj8WWenFbujYADURXUa64qT04xRdpaBBoPKiBvESJREPFh2lUCBHsZ6xpTywawOsAkUO3Qhh4zHJj4ikJgUysic32mBYktrJwtgMjjDRU9u5YIzwTwN8EkXoRMywf05CzEX2TA81UogL9s0LKGBmeDG3BrYzTF8Cn4BrAjPbI8DaiJSsH9AD6eyhvioxU/IahiGw17oKhhDOwbPhFS2toFwwNhAfDiTAYDgA7NnfD0AGpqoGkV0gOi4aRno04KuMItNP4dzkL41BclOgT3FD4131oxmEjMK7ZjgsM1pc/WCh0YQDh7kK3nnrB0XjIBI3Yc9zYsAn8VQ7GB86U1A9oHaIm9a5QaNyo0JB4+ktVuN5DcgBiI4Vgxyvf23nFBULhH8S137rcWOmjikeAhQMUhEHA4mcwYTcI3QARu8L+uFfzc+0MnXgTGgQQ4r6pS6btE0IoB4GH0DJxmnwVAoWWEMlAjLA0sBtrAg2D0BIyHs8fjDbchh5y/LnyMWF5D6hU56+mQu4oOzwRyKiUdtPh5xC2gGTkT0tRsuwXhqAQ6DTsvLg/OWJdUsIsDJVb8BumFBQAxbaI07lDEQpkkLrYnlCwB4ARsbSdhvW+zOuKrwS5CJ7WfKAMNZS+uI84vUpiE4figXYgjipaTYKMjMTHFSxIH1RD2tW7PKEHDvQDABzL1Foe9mWQEUcsBD6fFIdBPzoSfvJ+AFl8S5zQ6SEbagS5OsHMuP7FkuJwJJ6NRk2HQMdI9WE/tqT7bSBZnHX9jA0d6QoluDB6HIiOFZ2/kvBEqYZKxqUQ//QckpMcj6Vc2gS7V05DEQO4a4eoq4hAH/bDAHRj/2SLBVQP6Lo8lrIzRBaBf3wuaBKNORhfocZh/+Eirxb9hxHolGEXW1+Jdefb0hnasCpDPIXYnThDPEuBUAyr0AwBRUeFc+ERrwfSP04WlkNIsJ6/MtaAuDY3+SIGTCqPdYu1wLwB++BWhezLn0lqDMjXOwMHEsKrb18oAV2eeMiwjb/IjzOLB60oL2kIjyQSHtWgnPuoyYR0cdzgMAhtoP4iv+cYaQAcwqAVG51QGIAivdSH6aCBGQ4CRXFLCZ7k8yw3wvirYOG4TXEVz1lYu4YCgmzJ6Q5g4m8WDCUODAhCNqDbqocsRPvAyRMHauGrGjnFaRdQaGt8UGHl7+mvPQKIlpdLERHH8eN9HhEMhcKHBYglj5snh0x5aztexgGTM6Ctl343Im8mB5bQGuV8nvldO/yJUMqH2Fi7hxAdcG3jMDZ+Vc7jls7Q+HuIdiElMau9unKGhhwiml2xnkbOQP6dBQUXlbzhO8zXyPXXCkxltDfevTwU8oVCi9whMR9ePI0cVqywmVGhFYKsjYJD8DN0/oIf3gh6xsH2iNB4rHiL12CFDsu7w35Q2dLwfCvXK4k9h92gsXD4aENunAfWTlCcCDvgON4Rx7bnFKRJIEPjIJ0wy8f5OAcLdPBHiIY9NfHhQHzB+dQI98NZTTfdIRfoIco43MPQKFta/Ucz1uqB63afl9P7fAh5AmN3RCdksOQlHPKADiJMk2MHeMuZB/BEuodirPAiIULkT6RHuvxMco5Ne8YOo85Y/LhrxL7w0luZHfaAEjskJnQQ2p9pChzGnXI6bsuM6XQhHS0dGSGNYgZwvgASOWbRSUhH3KhYp9OSPQw7oVNDKYiDFg/UZfWowmrwoUcsRNxPqOD+BAXjd6gKQw6+GLEVeQh3Dg5S/CYO4L4SzBz9FJ2Idq7hOJK/cxh5xgRQgyhJmDUeMd8PYbnj/tqgS3vE5mpodaBxfNwnV0vcCYlv5BHxXfk0csRxk4psxyeCXLRP8hDwDPMFPzYoYsG584iuB5Ggpq86UlIN87l2AlgNijgkeI/sIqGzB0PmRUj1/I3pGbC1FIne0E35o3T2hcnfcVtCj7HNeSgEj+Mgbu0OVzoAg0H7MezeqjCsGu7KEBg5YsOsk64QAgRifkpfIc74FjacAKCCPhqZOhBIh47mgF5wggT5PTsxfzxiAY1iZz1xRd9jSZlfiN4OuPQxMeCknhNO78CduG5SE8ntWWULAbADWra0ho6Zjr6QIQtiOLZg3vmZXJV4JLJgwNlOxvaRAfhGyLpiCGKw9vwwx5zD3CG6jplXkgdwOAC/k2KyNvnLiMBoaFmP4l4hd6bjnvO5XMnyw+Hc7O/LgP5hBmiYIDOENpyogFt5khJ2xkkJ9QSwPogJ59hhDVExUQiYB8rJWThggqtkR6huitz4uxYu8QEi5UUQFY48M47Ah5gBGBNvgrTiEa8FQUjCVLjyUkIH6KyBzPHZEbZDQmugmfxJxCaUv2jPuzFx29IBTGSDDw3gMxxraPJ4IuRARBy3WNrdIyb5dXgNsaQotzSgWwJOVOGCMojD+9jzZxltLiTgNAJVaEcPWXDGWSbOh/7aTw9Fc+YRUjVQwSCUFtIl2VzNBFDRONAt7Ew+UXLzgHVRJbxDYBg2NPk8iYXGV0F+4ZVeJwFOXFUkO1SGVnqUmlye+KHxusdlgevlKTj0jpTayfGB5zXPN8n/izdBdD4kXKZWtNIyHYMQmX3y+8pfGV1N8V9KY97x+5xGch5BB5od+tSmcivJbBOkJJZaZ6a0NPk8MYfxJR8k6mSwsdnnuRAZYMhdkC2HSnIvIRoFYq8HUs17mflH5EEUPM4TN6+hSjMHNJQcjrVdpKmaR0A+zwUYiJ81YoDFKqlVx41C4m9yrAAqtxwyTzpEVhM/mahzsmVi+wz1Q3IiKuNvex4bR99x+wcih1bSjy1zf1pNRx88tl52eZDy/jfhTTwAIag7aQEwkjzi9QjDKHYsVidE1ciUjSa8ia7A/xIajNi95Vrb7egTLtrl9WxHjuiy4KeNc7/QXYeRchPeDIMfV03lWn6KbTa7PfHFhbzDeZDUw5x9io0iX/MSi/GwQd3s+mz4UeIYwxHZk/zU7PkM6UOMOjAnKcH5K8fg8RkCQotINdbupCELt0ycg7HK0lZ5X/B8FnCLop5x57iDPoxmgk4ogLFfO5B5HzmU4mPX/0HkkSHgTzucc7JDySTETTZXHh7BTxniZNd1BGCexcORRVllDc3ROSIesnXW4TniI8ddtJ/v0noMRSkhvhEAyzvd0jjrpBhC6d/T/dEcgicjBAQfWr6lo6UJftZNbGuUfIFH75E9MxAxRiZZRzbnmuAnKiMgWchdotE5b6ciFTF6YNlNLHfvVXN4gMygKrrZSgdWU/Qd0cB1ggnc0vnWEnzuSHN410qCyGkbbh18B/8fwMuHsJuYEeAJX9hB1oN1brO7U1nobCB2Ras5VO1xwGVDKBKLwBGP5jSkY1N6KabM4sR4SCmLq4vrVSFznMevm8ylgDJ8gsWGeETmCGZALEN8Li7sfFrm6CFKxHcCec6cn4nSnNe49zGDuP+5GwKesOp3+AE4oxwyaOZ/xgsgBMujO+DzecwBtB4SC8+piHF+0zAzGE8TQaGAN3hkPZRkHUQLShBLs6X7ojnwDpeU/a9wspKi2Aw/Oct4f2HS7edVPBOQiK3H1vNxY8vtygQkwji4yuHw9fRUhWiRamD/4ht0zHrJn/l+4J8gBq1mAgkOjEHxQGwiEMOMSJHs2PuCIVIJYEHazC+bqV4Jy8T5kHHr2U8fDcFSlIqqGnit7PXsuJsxpsOIm0kqbsagEIcbiVdsTsmzO898rE4srpIGRf6Fx4Z9HhObCd498M0jM9PQsLOx28HzeXoFQSGUoPhxwMCu1ogpoIHV9kLORTPXy0M2S/CUkLtB6k1Owgj0AHaPJjsMHeQhLJMC+wzBqDTCI99kqz10bkPZkQeTx3o50Bw7DBESb3Jass1h94Z7IqACnrmemklR98alq8peUfaHR3wo8JNueC9Da9Utp7CSgtZxlgLka9IdetI/Dzw85ELE5pbkNHQnwC/xdw7kGaELj1S+lthUwS0kGkz3iIKJkJJCZykDdfdx6QagOCFjTwkMHxAPPWQgjo+bBMpNjAg7NvtmyRl6HNcB0mxb+SpJzg15TurqAO/U/NH0msP5rc5btVDtSf8krRuKhMNnXgqzP0lVWPhiw14M48/PM/ycYWdA/oMwTgqIh3wmgJGLTNNY4sNnrNvbSfIm6R97SEFLmV6SfdADi+P3hzGQ3t8u+IlnHJ6wag2kE6UbfTZw3cA4hju58oOLEzgn+bZLJO9l3RfTia2ahC6HCpCgi3MWpixtGCNxVoiq2CTtcnNCdI1/cDSsBQLykFOPiBRulBNAlnkh5OYM4XgEHiDsjCd2yyGT2UKFDBFToWLm40xmO6DLVCIhkCE8krYqecpDUjfMGi+EYGfsKTFRrgF+03zcMKyP5cG1BBYfZrJ0Z72HZUEqMBlwM0SFN96xdkIWRFUWpoJXaPflECEZex4q0fmq3Uw2ok0sttK3veImfKKtIOEXKDgjP1eIEy2Ae38DgmdMr8vDKWgFil14UmtOz6H2ycEXUZHsMavTnpF2sp7ACGR7zXa+a5jkCuF0ggN6UtK73JzkG3WRFXalYnjEfJS6KYkg5E+H/KIhuzljepRQQMXPTMzrTjoiZWLKoQvo8PrJy2mWD2GfA95kjtjNSa5x3aw14+T6ew+n5lU4xUMp3yVpxSEEJWUZAH3Gl2y2o7qAZiCHA6W+JhGTZNl1p70TJCLt7Wiq9OAR56ItnPZkUIYqs0XRj080pR1YjUG6n9+bOBOicuckw1f0JDLtfSATQ/KQIHI6UeIvY+pkbMSNwvdOekuOOApQgLNxreK/wIDzkE8FsjlM7EVN/Kyd0c32FEaPGRHAKydpp9vbif1BGH8X82TmE4cBbxdpEFyZxmHPvHdAVuykAhlxpmfO0etxEEZdmIL7kem8vW8nviFzYAeqhzLJMft9JxblIHMXOOIRm6kF3bJUF6KQCJaD+6egKfKvSBTn4U3CZ+wa+LdAmD3vsXPfIXCSqY6YLT3tht7NEw/T8ZCTDQ9Pvswyg9yIQJF4H9uWv8mEXpi20E5Cgu+nMHbyOy6BKu4QBVXOq2LGJ77bKTaq+FYeSe8WOUCUlAAnZriqC3o25Y4oDXM7bcCeyHNTlmhI4tAxSuj0jsrzSfEK0pyw08PKza0x9CS2BCMZo3oHpvnrDD47hizyH0bwTE3o9CN8VZ3EOm5F3lunvuOwjQM+0VEz/cZdzs9CnmOHgwlXODXDtFsHM0Z5M/hT81wZeJL0DFkYviU0cw+d7j6MV/KVIC14JCkpcZHJwI27mUyGPs8UAmjzUG7jeZmC3c/kI5hx5FN3gKedVd3IcycG2zhVeJXy4ExHSfBS4LNympS93t3p7wR98M8sYfic4rKLjrIZOPfJDsx9lu8TjA3VGu80wRWPKC6ADUBdikK85Bj5o5qMWuxKQKcsc89iZcUhuADy9EMaywUx6zPghHhELAm0Ng+1DNfE7aREDcS081dZOaPif5CgIPsjxxwewD7iLEJdXiufOE96JCQ8ykFAq/BQ1pUplO0hjWvalzmMP1HH+JknCDhL2Ax7QKt4rgjSEAPU0PBYzZDXEMqFnZI5sMP5R3BcWMq1K/9495DEKYAbOn1V2ZuSQy2T5rGnYuPIJfBCDbM+8SuRCU6BICoT5DysZInUkF5MSDi5nSMxKCnxQCzyZdJHF0eZ0Na+KS+ZQMY6zLgbZn3GFdmhkZZDXmU/r5ilg9+LiA3aNoOGwy5QVHWgSUKa7awONewD3WTI4USJY1psmAyhUPENQgdAixLg9ZBz4EVzX5inEEW8vKZ9wp/clGwJnm8rf2YUShGARdprQR37kzP7KL6L+kUUvSKhxUPLyILNjJNKcLTZmh32gcKEgE4Fq7FlHHlkFSaok4HmitJah9XmsA+0E2VmWwJk96z6MBxy70ztwCrtCO/8VQZOoEFxOeNQzVxFg1GCqgtiPderrhzqyT6L6RN8OtZ2epmH4GhMghR++AhkS+dHA0cDykCbxkwlTSRzrkdNBzk4J04hNSxmxjGHk5AO4keDAgREGzxg6CEy+TwU8Q5E7yk65A7rHf6lknIOq6qxZyCpY3iRy4Ez3ObL2E8cdkzBpq4iJB4Ch+n2kdgI7aflodrNXArQCQqC0rzZ8hoOux8q4ADTDg+tD70zkGB8x8J3oOZx5FetLDBBAt1ObayMV8VLQYJwWcgWi6PWkgIx0vcJia3hZOiQaD054dFSRVSHMSY4nc8zIO2qQePwcd4FR90BIRAwK6nrSUsednyS7UfAEfp2JlUNwVFc79yNrI3iHXTUPWYA2xa2MBfWqyo4CpkGCRMCCAatV0hR952onXYoTu9KP+pon3JZC9dg4NFtKZ1M+AQHEN+gJkQ9rcnRksSFYUpBl11MIw8lEQNHByWCsOayrMsw6RPtvCh0wrZWuyaGw++V3F4q4Kgyjg3K0VJowGUQgZ2QX2oAI1IyS2JjVBQp5LkXxJCUyk6UFsP4hvXko2FE6hxdTK1J4ag88C7GhAsU+NjC6B/p3Bn99IwPqAUVQ7RmwHLYDcoy4YCCG0hBHA/tJq1TAhAX5Gbrf8gHyhnBWurySmcW73D20Q53geRYrL6sjzEMRhvOkbil5H5mxb5h1ie0zY5PHAO32J4bRqPETPGyw08p5wU3GK1KD0bRdBwlRiJjmOpICAyWCQm2eQIMRqFuD/KLyHXAMegxJ1XANQ/ZqxRR4++RWfAFg6hUeNy4uz10mGSx4yyi5AHOSy/tyLJUOGljpyGFZzrLGC5ip4SVJRt5z8cpZbGolF9sSMnI0rD3k9DcFEkUAZKkjJEVmDCscd1h6aenOMQRBhjsPmpcUaeopTSbWa2MDE28rdjedsQNeT/xrYl5DhlHTguPOZoG8o6PIMJ4kkhH4lCO2yRVSZF7zzD9n3DKd9V1Q/LnkIIlBL7DWIXJCofSIw6WIGwX2cXQhc5X5WpQxm/gkYGMl/LJNZhwZco7OlaWKxn2flL7YeJpUG7cSCHpCDxF55rYx1OZjl4pp8BvPEkMByqy5ROTyqbwAnwhZG8OSY8chOAn6f5gXu+kISj3nOzxOM1qiJCvcqw1JBfRdDjBaIcc03LsUAwIOGMKps02zPwk16qrnk3gFa+FfaDVNSxQ4/E6L9NUEP4gOcihjDBt08c4t08ccWwVRcazTMw0BKWqDM5Y1omqSfkzcZcII5BwN6ZyGjxyJIqjWsEgGyP3eGYQngS/nZJTqvc2zikmImeWsJe66mdUjyVhR06C6aI0+5a/M+ziOoQ8w4dbMuAylXs0MOkaSeuYWd7LWVzLLtaUa0L+C/xDD52123C5TqweCos2j9WM+IcWJU8MZv/0iAPx5Kwq6L8oOegJ2hUasIW4HWFWGBc5DYHQLnY7pl6RM8BDZqsEhB8QnuJVNclD0xgUG3qiYztR3y0nKJyx5IiFoxUCPj1VMzmfBQJso9AF1D/P0GWY8Igt6iJRHzaTfqedoQcVMcGa8XnJOZrOO6IeDKEZQpFlnM8740hkBKqGAeZ8PtAspgWdWOVCMLzziQ7DUxaWdJZYSILFHrIE3US5hkewuhkp0/5QTHFyugLgk3mQQybOUz5koaJUYMCrmwAUad0o4kO6dxpy04WYRIrCeKMKV54alwENPQHmoyDHQXESD7n4kDI+diIqQEmP2DOMcQTjvynpziOHCc1TyX6UtCVnzUPtLMRC1GQToSGnvmeqzSCvrBBA2bKc5xT+3FXf8xBrQok6HnJ8kQinKVE73IR8oh09JCs1WJAueeIx+UR7V9FTCsjOlfB0Hmbv4HlR1V3ExsrVcAC+qMIARTAaURzv5JEZi4EnB+XtGtXl8mxkNVAMWhUEFfHMum0aiIIb90NoDQddPrJn2IXTsZOZhJfFQw65cnSpAUs+WTtyaOZEcCrBEFyYPB5ysYiYIPUqRADNZWxZmGpRYgR4BUvbYq8lKB8qkkH8iYvtGTr5CJ829duQG1smOk0F4YWSAu/ujjHbKTYzDA8iJnMnrkX6Z2cWZKK4C6y+QPrbyMd1y4ah6rWNc58zH5SswblPqWfsj/OTvA5gjB06FWA5n2WmCkiDRcAeTGL0TPZnxW2pGkJT3C2vRAJQItV4bEieXokNZneN2FANCKmlfGzPo3shFBrbVIcLz7KHDkcEKXAKrXo/vWGzZ+QZcwzunVKxPdKz4EdVyUEsxuSZTiFQHrapnGenMpHPhNifU5BjF99/z/jidPK7EtNwQVFn3syCObKgH4XDIB1Q2CcFmuEnbgkqzuHSapk/Ps8oPCRfwlboV89hqCQV2SuQJalk1O08m0456sh8icgDG8MjTfPeNXMcRWfG1sz4uxIKsIw3EZ3z4jsAj+eRpH7KlLYsljntBVXKBAWvWZDMsZtDrp3AtgT1KOpUk9UyZ6aXhKKDHlupWZurJC8oha5JfVkkpJze9SkAOrAVu/hOR3Jx5zRXB+p0J8IWVzvh0TT6RKwsFaheM923M8En4peaMZS3Ovo5iSyJQL3tnTXEZVGcADOzCCglzXHTkhCcrMcpJyhYPH6Gk3mGpPaWzBSdoRQIoammY1441wDd8R+K2L4IPftVDr+DjZqSH/i1N38ltY0MPn5Crb1keU4lvh9EVZTKDU3bcfG5MtNGudCB/yh6mbW15zJjB9ES0L+IO5ojmfgOubGriMjcs8buFPykogNqSeDhyLT9mZnvxDJhEEJiqVnGYC5T549FTgKFJ3vq4nUG4dGCneI3lZogzWPko1Eta8DmhPCSVXuWaaCbEhsg88UDszTv2nZ7l3YcbVg0ncwlD+meTFG4K1k2lJ7JBzZLhYLch6kAo3x4KHMpENDEnqBL5I9GckfjYvMlJNw1p22sTH0n3XBhLyk+cY7pcEDO2UTb4BJa062sP7+JGo5tPLZT+yx5QSljAnke65maeB4x5MKtC0kFgZuHYzkQTwXIHfoLXiPf5OUyoI0AN25Vyr3aGFvFyQRLNkaBBBFoKoe68XEMkfCPUyqDSatkPi+FxPA8qFC+Fz49oFV1A5D7K0sLrqwBSmlFcFonpOGvTQ4oNFOK8hZSAmsOOYkgrMTJqlC1rY8ckvjcVZEVJ0xR2XYPOSMNdKH4EHZafnDWAQ0LDjRN9j1mo4fSeicTAOYQ9UhsIK90fyp2A02PvN0szrPq2ZkAOKijR6kib/8ZjqdyAeSCqaQNb5eL0BN/VJWiSokW77ED8gUUGQZtI9+pZ9nEtTvZZqnemwIQx5a/qmdLBvz0w2WA0xezhEBHWEBEAGGfrbyU+6cMrKHiopyAll8mFihHCe+naDGZxLySBEqTbyy/ppQHo7SVFNACCXRRv7gqP85jsk1ULeMQk3ONjOKtTD0iJtsJQVKk27uZue/x73biHir5eRg6LSFQCv7sMruAff6uzHyHakjdKQjZwwJ2if9J1QvRRTGstwTWy+izqZAIHpk4IplYtgw+iXJQ0nNytfvK5Ox19NM4BdeQaLFSByznvuMdQapR0JdgpoemSxKQRUiJngbr2CMORI9AhEX1QZSI7zHjzzhGm7Ak4nkZbKzm4jJDqTAha+gT4eXIWqDEATjxhF1TamRcXq0LuF20KUjRK/AJth9ixseXrZ5zyHw0nBZojtZOvtzKevSTrBYMWlKP80cZYxSe5v6SHestaQ64xq5S2bQoiuPTlPlH8NCKfgjcOBVAQtApDRToC/J2Nct3JRFUSXFUmFvqbuIhnQ0SlEnsJVZYMyFxOSavNAj0JKSIvufQyfajso2ZCFnvdckJeig4IiNIZDuP9PSeEWhrZJ6mobZ6MqXJyG84DRAre05wOhGQsDpuThnRHnFtLuokY6bT4yPjxcsuUOov78TMKLeRW2wMikcF6l4gH1US8jTsAqU+BAVk8HJnDvtSFhIhJ1xSqh6arsmVNNAq9g60qThPNo9XJr6HeoIFocxrW2hr9NMMA9TAoF/jfN6weXxQowCJMds58+nCvFQ17fikwdz5ucvnFgCqOulbpjEvFwHtsuuBk6iOlFsOxItD23Aow4vz4zLx/VDddUKWvDMdMWtm2bZBTQNCTg0/cj5Srh0KEeiaAoSS9rWyDj2ph/IiqzBWPjFdO1NFezDfjzSdlkHowLGIasLjkhWH13SLF5p/AE24w6mgEoSC71C4izqbJSsEhTaQT3iqVD8ldPeM+C17QUVHo6KjCtXmghiG7upLElsMYSft8OVC9NTuoDAbHIiaj1OnG3U54esPEL2XwlVA13C1zyEyku+pPaBqB0NUulNRLe+pg/CQFIilUXMYf7yHZpZKIR+S7Fv5VfNnRqBhpkFyAUh2HTRohq5FWYcLL9IsTHtV3Aapq9sOFZkBodLhKAiBHZ1b4jJne42STZBIHwi5OSldHaeneshVMpTkDWVJWU/5JkEuvGBkZhOvchCjZPsjUslU0x4ajP0AhOvkJwp5clCLnDO48kcz30QBWqp2iR6Xr1ou2lzJQcdGryVHDD6bLggyEommTaQmlsuJY/qSwU/4oeWv3P0IKh01+Qhg11yldH4S4dpVSsp+oOLuR651FdKHaHnPmTvhHaxF3QIyrKetLUoee4iyRYUq1WS17d7ErLqEaKF1FEX++C/FgyqgApA5aK5C5bDhFSyfbggU5B0DGT+4xmoCLlKkKx2IqAznjRQAXapQDKqSI8FzzIR3dO0maZseWNjecpgOfO8Nth1lm3MozTTMaby4DY+7rA8YQM6etLyjitJhF1xxCyTq/YgQA0Ou23QmPdjl/8ikwJQgdebIXyVXmlrTcXIIOm2bV8POTxgKcrKQ8LiKv0u+T1GDsT2JeRgPEtE0e0QtNojcEZL0Mu0OE1DXkvw0PBCb7yN1jUxGpjbpJkMOgmCOHU6hV1OSAwXe3A2HijfySHNHiTfGn4C8PGRSV5wqLmxs23DuJ+VQVGlm08EAHg77y4o7INVNrCnYYaTAFC9hZh/RU4sKdE2kK40crl03xbZXwfqZdUjI//HFG6RPKKmkOqsBiqzh8cF9hVdJqec8a0Kfw2Wj5FBbR4qTg1qoFKGiYCSE97go/l4Xoad47mHLs2TuMznJ6bqDLUOuA/ys4v06k48CklBmosG2yUvkskv4KZk1ddxckQcmjlO/SOhWWwYiWhpxyaWCw6VQAvig/KJHsvgnfCPcSFQOHHlNsuhSwUt6iDeHYznH5OdSAv4uSgwtY/KRFqDoEmUBQEvsuStCnyhK9bri0I28JwafDQoF1HGOmWMfJXshQc2CtaeyuAkLYA25apwsNyx0Ss56u5SDtHANLTYfJmZ+dLdbnGInYD78aymExAeFAKvbSrjaQJGgqpL7ppJHqFaUJUoICCfTksyoXUT53Rnk8HRFPd7FiXTwePP3OgVJH4u5Fb/bUwZl6U+YE8R7KDjC6c6XWYTikEA2cWiac1BLtkJi60nVDol4UPokp5/9GibdbODK4LvNE2U6KKQcCi3grjONBuqT6b1V5UTpm7HlRjoFXh44uKWYRobAkGIUZlONDDJT6PDhCY4MmRRVIyA7mVQvD7WzzkuDj0pHLdbTY+n4i/sbp6apWt9KlecYPNp2QCDCFbDyiSIwURa0kEZKfS/XKCfW6rDYUYdy9ymUtLwW0+RHkFucedige36xg/CIxkGBZ1zMdeaRPyHogtBFNcxJ87p8ovygct3DHsKrOlKU2w+Kxdnk6KCtQEpeAdCR3EL89MVhWJzZNglC90CDhpKQRyrLfwLsO03VlrIULAHsBCWwjgeat+0ntJqGGorXyoN9ZMUzPCKOIUBCLm7K5dx/nELGuuSyiF2kLjoe0tmg1Umzqu8zT6HhJ+XCBOKn8t7yec5CUiGlg1KiWdWUVTOWxMUcEB/nuS0JjKrsqUfUHrc5+acpNVYWBYAzQcSfbNJ55Dym0RWQ51Bhq5IyPjORhvJ1GgXZlGTNWDEGxaWC64pEhuFqFcWdkIiqzqpcUSn05SE5yEmqx48EwnIF7ZJ9kIg9kT8O79sNshDl4kVVSC8AkFBvw5Wti/sgQU1YNN2Jc6YUdg+pWNtQgy7cViSg5EiSug7oFJ3LBVMsx6bJCsTY0PEio+c8lllFpH+QZ4ajzmtxNkJCaajZA/EYC9FshIQoDsyIU5Votj/ZIfhC+ynad5DV6jcV69awDojoU5xo3/MnR/IX4SBRqpWAz5G/SkoC6V+4jCEc0pXHg6lfqXQ8lW0qAqnHBMrVjYvSmNgIrspDxNIlL+UfoedRmbnJ5QwXkNZB8UfyF5yVX9wMaYjUEYpQFKyVI9nbBFkDAoMO7vNbzAMlha4qswg3vnhg0OUMvciBmDAgSmbXl2yIVOhzR7GLgyJiZlqVbIjU6yDJaRw0UcvlcBAeJ26Am0r6f7e/ANK1oDchfTnPFMjMaUxX5cRHehQlxp0jLgxAEykV+d6rPefFvZA6aatYEzApZs4uc5IWDcsoCtCb3bTl7ISkaORQCcCSy+eUJLaJ/lS4R7JwWCn2gIqz3bWJJnoX90EictmpiENlPQoDeCgD8JWif4BaEk1yDz+lwMMrJG30OMt40kPAPfUGOSYTZ9eRVyFbIWFR0XiD2kLEJTV2pHmyy2uKQ2bPxNXiXkj8x+iitx7TIfFSsg49ta5EUgYUm4FBA8c0nwcF1/HFqK+BxzIHHk87xHNxRKxrSjpBxRzF1SrrJkWKW3J2yqR3KsrsTvko2Q1pquWnil3BEfT2OwCvKXa893APzyH3JaW7he5HhZ7rB7aT16VKDcD2dTjGXUq6QJWlM+FT4tT0yNmmlZykBSriFHoVkwuqOExV3c3tVNklvaDoTsrXgZXzVc18H5XjotgoVXe9vk6EJ+ZMcTgxpBK+lMShm0wAUpqUvechcx85x3EINzXTOiexsi/grlBMgSKeou0TDXSocE2jcIXxdcnEpJBomyqDETLLEZNAmR91N2BUOuRfsh9SAWtgCZPbXFN2decx4p/rqheEIs9fNTVaRrYWm/rUMfPQ2RCJnp7kPlDjx5+VVZjodEZuHA7NcxZJ+JuyTPB/MpbTyMXAJUgyApwVPy+rMMkxSXgHR5h/kzlJ6sK4kyuE+6p4913/kwtEQ00oWt2ApwznFdAKwZX12if5ZBgaZumh3iuLrsYrZ5HmGjoVVxs0yJTVRqEVfatuDKS11zyEI9uTknY1yCtulIfz0MxYN1Yy8Wf4bD6Frv+5q90qbICpkgMamrZem2rN0wIbEzuvl4PxZEqoavTkuz377MZJQUKxDmGQmY5MZodgA/ysIYIl5Wh8eGcWIIJlSdGT1pOgTRKHOzyS+UKdV9or5lZOl6ZSY8CdAD/dL/xhCUQP6Tocr8pP81LNbJYlXwNBHyqt5X2Ymd2JuKaapqqbasRAFPHf1IzRcsVDJS0iBDYBAeoz5k6fnlAyphR9JlXOqygoCtyYZGHt6hvhGbohEvFFRBjekFVSUGZKUkgsUlaX6iHbMMueSLHLAXcJuMBOTQO2mA6KWFU3T2TszBGHC2DCLqJ785Q1yQalbMISgqKwpL+qmg5KRJj7OJTa69WtpoNOuKybOkbiOFweslLB54tm6UQvnGkDCLNYDmXD3YfhWGqC0WyKhM9dOZnEbKiL67HmPmD0f6O62jx5XcVtkXgcLaPZEbwEh4d0PpbKVosHKYebh6ZDZPD/INgASL342RgJTMlNUy0M93annEGWh250IqjygJxPLCeLnB7zcfZpR+by5kSBlOeErUJ9qFiTngMuvl7Vr3csEU29Goajna7z8MrUR97QopZ0D9PzCKMXadXzVzodU2lFpOegMw0s3BIJ/FoJ33Z5Ugxjqvmgmxw34H/8eiUnuM7q+xWdCL4xkqo1C+YiE9VwhoL+flU9G/kuqkLRomAcOYsMyS9Su0MHINFrjrjpNYFoON9NVdg94jqHoFchjZK1AEu1P5RSIfSkqer+mxN3SaaGK5kkHzqlbLbKanVFO7wJneXDrD8fmMW61NhdFWkTd2dDJBj95LfBfWjOEsVWycCQ9oRaSKhmf9XuRr6rqyoUrkZC9h7KgglLBb4oaIyp7SFZKRMPL4nxBXvDq76f3mGCD/B2ByVuPNScn6PKgqp6V13hEkGXkbVD3nsV4LJ8cj+kruw3Wp/V08tXzQUlvY5D08Aw3dWNixsiEQwcXXG1mp1wi/shkeqEtaOuh/Rl9Lk9MjUL854iFlRQHXlVlZGkuASdMuWCyTsnbyhhdGLBQ4RbC2t3Q6rKTyRVEYib+qQmCsU3QS0NKqKVjEGRi5fFLGEKEvCid0j+TvYrtilpm3iBac/joWSCKtEOhEOhzjwB7oeErqCZDFqDGt1+20kGFQd3U8nIWvI2JBSd4k+JGDZ7njeF49UyrKkA5JBg9JChKDSpcSyXvU2p4aykkBTUhd3cPtbTby6nMVSjFlrv6ZdxUyScKnRzoG4qdGuPWJ9UJAm9XHc0es58nnY55SI7vTmWO06W6qJMullxBGhnMs5b1BVnxC+8k8ILcSTFuGuBIrhUhIAsg5oXpbtQlyplNzVYoO+oh3RRuHaCeSRM5iYbiNLbI04a7dvd/wPJkmVyYKmTVLggKfmrOsUOsfNottjUSDm/yWzQpYYA9LSXL8Uj7oXUqZayqZg8WsFDK6N/GGgiRy0TeEo2Q9rlOyUusBSl9pDL7oB0Ra0kdcbPcyS+imdN+XQEuKfnZCRK0FMxWX4Xl6gpZyukrsKFpCjjCvPnJgqV9UkLMWrI5kalL5T+COReqz15zVM7zIwV8YuyX9Sxya8yJMc9GqbEDkci41PZColtADIIZySEdickdaSAoDlDvB4pnGbSEuJ7wRfkItZ0X1cRQneyGuIOQPeJ+efeG4MiA+kkSgQyaz+RQfEJXR+KRBDyyGloNcTpgOgmZZg/Uje5SrUC9T+Xue+RoT5zJADjYYe6kuLzbMh5qBoLtcH2nmfJ2UhNaQiwmeAje+JZjEkVWslFIwsrR+Qhn6qNRZ1BsI5flNgTk49CmBDMsjZGcRckat7QYRg/7pFYPLsgkTZGJQXiuDD3vVXLbRpQcGL8UrIkR3piO7HJu/p0501MN+jeRN7bVJNt5IFxKL5Ah1RBQG7GYV9C9kFCQJBPjPVs5gECwsAOJ638oEe6d/ct42pUaoN1RLTJV8RNkGZX2OeYqixzeMCtCcS6h2q+kyK0PJS1d6gOrT6+SkT0UEtgT0+IpZyzngHybIKEDaV+AUNEYh/pPRvCo6oC/DYcMjPnLgf5kNVKdVHMJwvi3cAT/xMXisQGE5lhbDvGgJNQpT/oypVDJT0dSnol4wAiWn50qSeBVF+mtgvTcIE+SC4uCPqg31FRfZL84eHqRlXNCWGEjOMcMrGLNg6wOl2SdXrIpmtDxRY1ExZlx2O21ai5DoHD/Ve9/o7IByiR24pic8W85LInI5Tig8q/oeOwV9gV6DHg6yY9AgvRr1JAPhBul3kOxTD5BO6CRGNFkFEjzTFdP+6ChLuVYGdRnr/l+24vKHuMVxIAqNpOHsvSEaR6xU2gNrIBiNsgDdjLgWcpmbCZDEqBVSNgbn1XO+GWvAV3QdrEIyBVm1kNl8gr7oOEjqZWKAkBqRR2o0+ijHStxARtTtos7oJEwhjeKio+1/TguAnSpvJZeGMgkpjUTRwqLySdE3cVU9mPfJ7IO+IAKjZRoZl7JJM56YzDKeSXueZKhMe9PAwwVsuI1b5nXwJF4SlqQI86L18mIk1qaGO0HiL1eShZXQRNDvXH7Rna3w0+aVND4GSnwF86n3ZjT1QfDho5u3BQecwS1L527GqKneRQprbCLyIFBGJYPlA+vwMGnbr30NfAC5jJ8KRML0Uft9N9t7sIvbgqoAw1Svb5sweUyLHcEhQ0don84v5H6rRCOwWlUn6aXrq5mrK52ODTR7O3s/lkFdMRGutMrOX+R1UVRVTeX0jYC9/qWXKUKqW46Dsl3z0mV9egQ1BTUWccnvkzx+IriWH0DIBO676v5O1lRixch6Ka1SNFfDPewpXaSR7CU5rvGukpmGLbqMTvyBuZfeGp1avKJ6sKEnnMK8KxWOqFpxpnnmT2QKIoDP0MabrWz1PlfpyHzjUxiwC7OUcH5IfMlqJop8sDFHdAqrv4AGTGIhtsfWYLJFGdqTwsZv/MW2kqqGq3dDllt3quR8+YK244WvnCoLJ/b8++8PjSd1UyPGYulaigO66cDqWOhKnzg1fGGeLsHrjHqXBjgLdnW3jCEsp5Lut0Te92hAI+phoqhewGKnnMxe2ohkCeWQjtEyLvw6iLcDfxNTVltH/XbZA4MqghUumgQ3iEAho7Jcp6VdD6cMMGOggo7lOoc4q4O7KdISke7u1BupQep9ZBXsGRXDeqaVbFEsopHeQGhb1Bqiz+WhSYRqbVK0mG5LBgfB6pQaeZCaryQE4hRf18Y4U/qWdArSzuNOUk80eGXfAiAV7qQJk/OgRPmvg0B/J9XzkHVRKhHhD/FvvIRWmLeyBBPME3Q3WtMt0PqtADiRZIlJPa1ccw20uCorMaBonjUJJ2fL75qzP2LDB0KBybV8udOGHLT+U4cdYzFLtnRfoiNV1V2+B0wrkTEmmfkAihiLeSX5wt4ZnIUH8XuCnekMSgavkr2inFjfIm2ANKVDcOH2Emiqn500QHtSeePkPQHFJSZkV69bceClrgVMux7OALW0ldevbu/j7FnZCUOYYvHv5M80h2QsJIILUoFpIyvj5ph0Go6xPAtbCxk79zCk6Dt4mfgLKX1hvHyQidSs0l/LslWjscjT9ig0myhO9GErOH3NmEotXAnerqr3YkH5kTD7BW7T3quyxr3yOzkkghI1BPQbIjIdTZDwmgLgSE/eFOw6RVZ3o+eTYLAryLsFGJSZKSyDVdHsm5tW/qbIakxCloqzBULRsO00IXledVYpqi27kgpoV2OvTQAHipDJsnnz5QCGhIV5rFOXsLT4/sZ6z3ph55/dyzrMtERflDFfrkjD+n6Iw1+kntpO4tpUh5SC5y+ghtSriAXOx1cmn6qTAYuegTNKKRsywTvLUiVk32VSzH6QMl3xSn7qZG9x5yb1KyoiENkFHtKQiEwkkl2k1lTJwD+SZJ0Ko2PTRcoh9P/qjlixbIVVnD5zGsyXXD+0V1VUqk9ZyDidNhgZB5SExlc08oKhadx6LTVgsXREt+51HPqrE7VDzWaU/Ly12QKCGj3h5OCPDcBUNpVYXaoNzPzDJ6cBSzE/qiSCbJvnWdv0rWCrmlhD3cSTTHBEQ7RhV8xapacB5pZwtXCtHJtZ9cjGyDRElRmlIpH7Dlj4YzHJAz1Gtdu/n5xY2Q4LBO5d7tKqGVj3MpIqoli5M668wXCYYWAllkGx4mk3lH3BR+Qh4CllQ1QPOI/X2TI7aTF3pGGLMTUiVtj04b7PDIvT+yl7Fqc3azGcyPdi+kqn4ypD3Bac5vchSeP64gOTzj5905sjUWjHkAoLsdequyGH3DyaEa/E231WNZU0RkEJn/3R3oyiFKKJigYVAA59K2cy8k5ZEvMZIoXnX+yOVVcBDKnFUhXY84SkCtK6jRBG4MkI6WJQ/VW56ED5xj/uKWiVl056OIM8mFLnZMv7SMZXKIqDSCgynf5YJM1AWh/wI115NFmv2QQhQQGBn0mqO5uj2Mh/yf7NTCuXxAWMgRI9AucjP5MhSiOXIoy7hRIVEl1PBB7nZDHE5HigdJ3lLrcTuvf7JCqQoxyJNspLPYED7kA2WThllaVNfLxe8qIKsKZItYZkstfyQEjWMm3gq1905xIggKD1z8PrVJzLvaTe3CqRK6hM0ms8ZDZ8ltPNv4DIc85BrL0vRUXYxPpIc9TZhyzPmtVBtBGBfVgfaIdAmmBm1EyBShcLxnbwwKQX4C5uJon6zqY2RAjR4hO3Y1IfL8lcNIVJShjnWFB1/zZSpF1FQ+i0WHopBqN5txTuqaKZxBlu6eP7P3bxD0UXMc9WPxkLUJGhLzq9N42dNwedBJXhJUIz7iyJWaWa2LlkXwSBTgycV3NH5Xf17ilRA18nBPVxWh9yj7Jm+TJ+icpE6Ag5I9u9ox5I9aOoyxXKDrjs1ZsyWbI1UilfB6qVY5MvRwyBXaCBGr+B7pFCmKAovuL+nvBmQgPOqcvuLGSMTE6NqgKh/nUqykQKoGp4hixT1GSzZGIjmWiuzoH/x/llEBQ6uaPmA2UB1kpcxbFhuEVRaHZiURI5sikYCBUj/Izz4SHjknfqjfPCnALGdiP0FQWlgS0oPeRvsjj1iv4icmmjQ5b4mBEoGS2IRzqauIxvnAvCVkZIJp5G3XE90ZiRwS4SASYrtPkjsjQYeeTQXtKZvcPVLd7owUf1qQUL/DYtydkTb3r21KCaIQ3eEx0gtw80BFJFu+uVVNycZIzBtzAvDR3CS8uDES6o9wbNwTKqjm/Ib9BbvSSzCcpqsdFTdFgr2qUoubKUYecR+LCbmdwFbWhijZEwm38oJ/QNUV61t6Isl0ok75QQuGzDSlXoavBgmKB1l3TiUu7ohECgMebNztJFnk01ylSzXsJ5JTUUcPpZerH4oDUxki2SHuiEQZAZLTMdNp75O/Mif2UMs85ZJnK8qS/ZBwL5MiQlI2dGAvkauBEhukUx91PfKwtJqV7DhIlYZ6FOvxiGokxGWeKjpFuNeYsznujiu+cNU3lxLykLv/0M5uUTkn/ubIw5K+T/qnqU0OhXWzompxPySaLnc4qKikrDtY3A+pUmmHcsEhS2F05BSHMW5Tc/sd78x+PtBte2GNUqV57an0sxkS4lI7qAoATlsuLZtvDijdgmkQury6dn+SUaC4Jkuy+WRmIjxloOTKqCop4OXISkyDr+1KXzM6bwadNL4kHUGNtvKbsgc8ZQTU2pSIacaOmt2fQ+WSFgQgyiN6xI5gav0TGmKDZ04vG95Usv6J2BEizJtj2MnEKUbU1NzEzztMyDgovw1NQljHI87Xo0If6XUxjZkouyUFFFIomIPSYy1J1O6C1Nz6GWUpIeSRIzvpYgKqaj7JxXm3nIqk0sGbGly306fTjrTNpgC/AsoEW/OhLiFM2ZKpWimkHnsnj7P9pPK5mrJT5/m6la3oWVqCamC/vP9ZE3RTa2U8B3iDcshqhMgY1AHqV8RbfaaSB7opQa0Trx+uB1XcDQl2GUe6ywZymipF9PwyhOpBVOjYsqYdSX6uedEAujjO0Pv5MtfALKqQSDYO6t8rYico5c3UomyqYXC+LP1cGB1T3kekeL4s+eMKvgv2NXyQXq7si9ScsNDFckkZ0Q25KsmE7D5Jf/kjnxJlAhFU3eU98ZCLA0B+2FSrmvSeHLLXT2V92TDSzv3N/Yyb4H0ifrba+Rt5yCGq4pQcLgHhkaRmzEUpIrzSpaUMEPzsuLlQJxzKYgDkrkjUyJnYnZRg3M4zPDJuQkiC6vgVTp9HSrYVJAGTKvlbhk2aaaD0DQrIq1Q/4nse2qWMMZmHgvCUwvCIIEYFdih8rHqRnp4C8OrBTcq9vG25QsKdqEDcMlgkM9lfzTXpG7WrljgxZ55vUyp8l4cHMgLVys95L+c8KuGfa4Ec0oiLMeE6w88O7R0Q7efJ96kW9HTlIocuDap2lqRHRsIMUEVFjxiAozKFCcj/MDmgCXIOcR82MXyzFFjJVkhACRhPqvb1aQezIj2brsokZBzZmmrZjpMf4TwkFz+7vdAcUT6HQnUmMXzWeWCzFdIgG3ZTsOxIASTnpzqUk5ZFLPVI+ZMF6Qc5H5SAJ+smD0vWYsIRIt/C7g6mHtsdz8Msa179cQrXlWFFAouLKtpE/dN51LIeKH1ZITcfuJD39KU1deRUET4S/yvQIQdMlQalNpV4iD9KKGb+J6Z+h44HEfmcv/FWU9pYV5mLYS3e3ZOTHHM4Bxi0mW7Qsxoo+EKFKXZltxwec/XL+HtBFRzqdtx2FQM9VHuI9AXytQ36ujyf5ltDD8YONLrsm0kZY6pfNwUu2zyHnPFMB8SCw5wqrSufZ8t9ESilfgy8wyN/NU1b3NSMVrXS+5FfpUTOHVMP2sCe5qH7IXFW8F7yZYfbI3Lykz1bia0tlYD2MevyeNKvnO8nDa2mLddLSkyVgV2VrfDOdvs7tQHqpgoL1FOTu3N0IVWRBbNIenEzJAxuokfFUaqVLzrp0eQZduXclnlOQrKCmAq8n6X+o/lA018HubuEG1B/Fgg9k+DpCUCKLJEoiNkeKzY1qUO0pPx9Kt0OaV8qkTsUvUqfprshoVo3lWyiNu9un1evZ/2QBRU1PntlXb6S/ZAILxIN2dU2d7iBJHz/zJGh7HPjghDozxm67iUmXu+UWdpd0I/ivyZjUQJBTUdCgO45e3u2KBJ2dFVZqVlPr2RXJGrKUnNEnTZc46r0pH2qyPuhJjNbpp/0rAFK4hYuDM6B5Vk/s+ApvkkhZfVQy11xW6RFLhiYRI3XPJCWGQnEuCAb5WpsKndhT3osYjFRMuBTIYnu2Dv4C4KwGgBMAxJ3RQrZQ/ALexRv37kce2a0VqgfFP7ImtfFbZEGQchOFUFsaSMOt0VSDYQ21eeJckEeqenZpCk8jZZVHNFDFp2TlARuyJTHIcd8Tai538XU4vim9HELeGnMfRNVYZ084n5kdJXPoA4ffcozJcC9kQqOa1oqUwK5bvnN6fiEh6jEbxwcPXmrXcxPDJ4DtADjMs0Fd0dSZhfMEGy9pCb3lr1elKuhHuc9j6/9nihvvCK0pl4pIc35RKYe3mPKS3kr2xlGo4jWtqktVV5Yp8EfTekg2DnKZPdQP0mkFCMgkH+MfJXofTitFl0faUGdAjyLgFb9GwLQcKfygNrpKVvqUCi0lDzw2Rdpp/L/Tn2RTT0jPXbmmFAAjeQ/GOMeSTUivps6xtXz7GZXpCpqsnoqt929T8vZFQky26HmvlQBPyfSsjISPyB5jY4UXg28njTyEyTGtdHd6pBs6FMAEISiDDjhq3yZvBgb0K0RO2zZNLVkVyQ6emFSKVN7uZMofp+sPYkTXX3Yj6SNZVskAq/wt2FJYhV6SCHFGaY5cQi8X0deByFP2nZLDVEum1EPyZdBY7aCeeRL4REj8AaxYZA1BP8yT6G5n2WJ17vgoyS/0/2Q4MaTaoMfRnm+HjJLhZL2aBpiA6faGGmPdHxvuOWA2+kf7lkNlGowIE56x/d0znV7PUlWJbcbf4/KZHisZno6XieqjmLV5gFxMSba7mzKgqfke7omulAoaLvjK4rlP2qe4EShaqNFHRJE3Hl0ppNa2eI+xf7PuA1tkeLkYDbrcbRnOrFLpiBNEkLQsRQ0y4Qy90Ui6eRQbG5S1dsTTA4orBeo8wd5Kblp6fqs8A2qiMYQuLz+xqGscHfjgdrTAZV9kaojeUo3pbRNvu3ITp6koCzJFScaZVukDvLC0qK0VlZe6HJ/qvuuMlrm+FFxG4MqgEUd5E2Z6AliVnLGqS+pUozqBp2rLxwaD5xC3hSeTrrC2NyEUc2AVNkZ+n33kENIhPMpBE9J0dTA2RhJXUJwGlDn3JWhihsjYQ5OtZI+FFjziLtYNBV9s4LJo599kfAc0tpZFVZ6RvWyMRLcptbEiKSzXU7DVdhREDRNIkZc8l3Ti4gBiqdtzb6fc19JAwbhIPNJQ/WrXJKeHoMuqk07L5/skVWZivpmB15fYhJ4qGapj0GatNqeHuUMwo5kgm40XFFqPjw9u7ZGOZ0a3CICnUPp0R5rWaS9oqjJRTmSa3M2R6JdAX6qATvOjTPKMCzVUiC9abm0Z97uECyleHBAATAahdXPb8jqTMTcuFGoDDLtNFizgIQ6ECNg1L7AP8y8+MN7Q32ulqZU9kfiFNB0UD6RjAmPrNAklF7E+3c16eL2SDtdZpQVe8w8wtkciSKq+DIhFNf8hYz5pSyVqbZqy3piOAy/q+E6naJIpMpTKlA6FFzjWlGgJ89APetUddUaoWTSfpbtGfsnjC6LUTnf5jlnayS2flJFeWBwJJNoZK9OWkWQsVHcgdNDJ5uJ1AS0OGwBjzh4gn4jcEoD2fPEGZYOitPhWIavnrpxOBkJYiQ04UXvP3c6KW6NJEO+0f4Osz0XXaCULGq4/tTu31NOuTUSzAB176BJYLNbYRynJI0dbFTPH6f/P3sjUR2ZADy8qTNxbCQblB2Bp0aeTJJOhkDpDDVEQ7dJIbP0yro3UlOOKwH/LX0/Q3AUXGY3l+jjHkjAQQjIzzuhbzZGOmj/RCENWPanHThOLErKAfTWRp6M1Y17I6lHBK3N4Kqz0xoSFi3CO+AbqH3lHEpTno5PVDuuBKP8UUKjMGynijiAifOQNSz5So53KDAqINfM1nVbpAr+UvayYz4eaSdAUMsOukulm3a4TSc5rpu+ESPbJoybIhGEVDExLmhb59BM2r7awyDO6XPnoZXKkGiauRn4eDXWXbyMFjZV0K2mOHMEfpdPb0B8refnpvtTCUh2ybc0brIfUqFolTzgWPQ+l93Yi1AMpnRDqnnAVwNAiJ1Bi/f0Bw4H30OaVZf0LSthkvshDVUZJ9ahgm85OdcRIV1EWWRQYfJp5sKiZOFctd31sDQ2SMTqsKkpaLlwAJr1MOT9JJ9mEz2E0nc9NYyLMVHUg14xKoSQCQPDIJRTWRxCpWC3R+QFniqBtgFeKbDikWZOE16VzUVwcu2Go2lC/k0Vrour5Rc3Q9LDJjmaIcxT+o5EW3Se7gJocAbzRyuLLONgpmLFp/ptw0H3KttUthmu6hySPzyuNOVm5cpy9znKneWBcH6jqDLniXU3JDrUVNV545jnObcHlPxsxc3HJ/NzuAwTWWV0n8R4SUKreyFh16q9m1x6LitP60vz5wv5UpS/1pd5aJqaTPqGmqbjhs75rSRJKqFzUHt97zbHxjKHq4BK1UNjT154NkNaaj4FjQPlnUfJvZA0dXIJ4AQ49jWWgRbHH6cPVVp6/uZwXWNll8Dv3HouuqPuBJ6p6UXN9ua2ZHhystPZBr2DEDTsyRyTx49MtY1SmiDFc/PPbpxsJL1plGKcX+XkI8qbgadgq1gLTDM/6Umv7nuq6WqsMQU6dzWN7sXhRcvS6dR3AiBtyH/GDhvWT8fd4dph1cNp5QodHsuGiySqqZTWzDKG0+5PLmgDRhHz3kf+KPuZQJoQ14m8kJzhyLA3fGj6nAIj93yiEBbsuAatadKbrOcUM5tgV8srYPZM7547IYUipzoiYW8akSyPlKQmVbrjUsN659h7zDSEDa7nIgAHQSWHzl6tKm295OdxC+viVkhFtXXlxTzgGw8PtWQHDEFyAt9bziP9oESIVFkcroz3Mv2grh5DZjJhtpljjixONcMlStyzyOVU/F1ZfZSQJNVU2cIac194IGF1XwlqOHoRjTbhJFH5/BjqNJsTcWf4RTxdDbZ2qm16PewLXcUuadzpbc/lqNlpkH4WYviv4gbL9AU3/6+7hDr+8SxYSi8kGh9Q7BqfuawKDwxH5Sh9S6okPgoP2DMeS4SiQKSR++ch92mlcxJhNkJMHnAlUFKTpRfpUeCIg7sgwZymCnBxHXUv3sn5XOrvsmBllMRRM9twkuRLUl9TWRLLGTdCIrWCDsJkkeC59rHIQqDKKlVa9F6zmFo2QoLgQ5IGhVZWYrCZAXiKK1Bga6oAUn6Xk3pnVekICgEU96YpM/EmpCRCnlQK2yzVaINEhRuFHyEQ7Ht2cinug0TVWtVCLrJI844fPhVqQE30Ddd/3nF7Qal5wq4Mgs6JvWcmv09izBQrFlfYI44VdFXRhNSUsf7p7CNKkRBFX0XtrnPIEgMXHw7Apv4WOQfZqQTF6bdJOdDMBnUDJGIr6jy9qSelf9NsspOVAVFfwbucnXOPdldPJruGxtpeiMw9UifxBiZSdr59bdMO0Np1R+kRS1Qvf+fm8Dtsnp0WQS2Noemwu7ziUEfkP0hoPluGCqoT+ulSsp1zzHJUcDlUP+8sETtP3if2Oh0Q8fxCxvfgyopJcCAptijGqIYEOgd1+9SgYXEgfAhdCRQmXlF6DOwBI7uZsLOqNQFeCRwVKaud+K5mr9S4Uk5A/urIqIQt/Z0+7p58Zr5DfyPkJnfUnvNzkR2yFTi3G3HX83ku2gZYDTHdxYzP502nYCqtl1qQYZuN/BEC46A5MjyfpUxOHw3XX1I3Z5y88F8NTOZwI49dDebUn3OlS5o+SEX4W+HVqsB3jrgf6aSwLHmb6nnvERunkE5onKnyx6lFBDxrh6xMVpraruccdEUGhaFwThNAz5h3tkFS+jBG/KFslnzVGSGgvgxsJ9hm57tM45JTZleeQjOyyz5IalE9FVulTqltQDdCogUcsVquJ4kYORElHmG+Kx4jAkAuxnRF1J3iSqrKc7RUZqZ7Vvy58qDRcOvIx4kJTD1rauUB/pZ9AnM6h5V0zkZIhNrW+RuhLUkjpbaorUJ+lVmOqj+NA6uKsumh7BRG+BwKBLA0FaqdngKpELnwMbVM53UfJE4kOaAEOgkfpJxezmMlktyzaveWnyzwSdZSp9EpyLUmRM9OSOTlD9F7hhIAfXLX6edjbQPk0Mtgz7PrQvRQnDeVXYHo58SpmalH5LnudPZrzCWfKMSlTlcE0xqUy1lz/nblHNQGpA0mlK2znNOS4xOQXCm0hPc5+WtLEBRoeuBUphlmxsbcC4lwBKXy1W6qZgbh2myYDOJoXCTw/cg3uWxIgYEidU/pgxxqZ9cDyoRSp7q5bV5xLyR2GAce3Ats1po/G4Z+kBCZYzvR2Dqzjohuy1FHnknSFLMZ0naIw0+OVYWz7E87S4FijCxwDNnEWYV1ZT9OkilVEKDRWnd5yO2hqmrlQscE0HlJXH4Jfhu9JmDatEyQcUMk+rFwicamqjQrHygTBTYaMTi4tcmgckMkWtsp235XRVUbKNkQaZc/hKr+fHTPWSiMRJ29hh+KIJMlthsiDQg5ob44WsOid7kXZ5x4tSsFeo98WOYd4b0gO5YypyUdlMvuTpIV1UWJBqlZMXNVmydEFSD+BmYjtOOvqtlhsIv0S6/Wms/L+uuVgjmbAmSHnXxLLk8Wlj+nG/pMf0A2Q6KKE3Y9IJr26R5K2UEiMC16SY2a5ySWLsNGYxpKNLQzGWgZg4orv7QrJdNS3AlJ1RfBoXjEqx0My/nv8JBlH2PQlCyl7kZIJCrSAcCWddpcyxAUcd2VmniIB+ghHQpqWKgwOnRaG5nZCako1EH16E2p/fmurNgmukVnYbfk/y5D0E09h8lbp6Yf9c88KBBKrg2UXvhBK3+mODxZAiTHYmIm+nMfJDIHFFInO920g3XUbMJNLR/syX1Lnrv7INHZYGAUKi8+T6abwdOsiI4mlEnvyeNcDsHjWiamV9QXM2u8LeceYRNQTlzEzKzmtBKCwrvZCb2QJZ/FDZfdnktOokn7n4kU8pBXYpF1QJDw+MRtow1SEUEIXhXe9Vz0pH4GWoFIow7S2XSvuAsSrfioN4jAEN/XQw7BI9uU84g0SZaa+yBRciDr/6lZm4kAK7OPsOGHCiKTgpKP7G67h9qkmyLLmPOQE5jM7PjaWHeMqHMeSRqXIYhjE7egj7UrL6FGYClQ+eZ0Bi67PaHeqcIOmCIHsuk3hkdRRFodaD2mehmUsQAkTTqk501wDH4UgULcJiog5qEje2NvUj7qDOMBsR0rjed23ZCspOIWSCBZ5RzBssg6ntkCSfyKRqOR+H8h9/NxmZBGuhliSew6g1Y3QaItDIiHOkpbFih3DyT4FPE8kql3mCd+YOa9b5B6sYDBN6ckHtk6TZQBkmFpWJZpeMvVlw7SHEiHpNpwas/sg0RHWXl54abnp7n40rbslIV5tJIOt9L9ObnGhOqhM52vyqQjIpTY3BSLOS/y6QEVvpoCyytZ0ms4vEpl4yIqwspUDPdCUjEWbLgQ10RMvYpZfom0RUrhHaQa11Tj80Re5C1AuYX07Hc5/E6mk3K0JDuWjfiVLTmJCtHea1DaOjVu9uSE2gZ4gfNMRovH3LCW4nVU34etZKMreyFRDgvS0EStEv30WPbW29XqQ4wVCFweO8vl0gUJV/bB7fVMlgl/Uq74n7E2cqSccU16lFDdEna8P3ulHOXfobNVnMgjJsVi6A5pJzhIvrH/Z3vntuTIcZxhXc9TdCwvFtjFzPb5sOTyRpIpWzLNoGVfUKFANNCNmRYxAAhg9kCH3t35ZWbjvFzJthi2jI7YnZnOrkNXZWVlZVf9v3HCs5WTPRgh0VXfrmSESCxygTEgaMkxLXsxOwLPsVzx02IYZPp+NgjQUo/EwZeDD2ANVdkmt0qXIboySHx1WrkXCoAuJ16gZSXKT458XDQOWuWQ49xkZuBrsREiYSQBRCPubuf6wPHx7at8yOCUIC6/zWuxUyIpXToxF4W3j7woY/Blp12lm1kozyTG5xHCj4pDbPDBJsqdLwFMdj5uVj0bBUdzfTcCR8d5PzBevPJ22CRRa6h4VMaTyvkl35/D7sJYtxDAyawy80FZ0oJhXPEBNbXJMnZWJJgLYuLJ4DoaPErsrEgZHBXEXWI8n9TaygDpgQBhhc8mQjtrHRstEgs8Fmecws+9BQ3/Uzci8UFWdyJGnpsxoGc6vIFV8SUbB6Z00xn9mOiWB9gyPJFGeAzoRXQqV2Rrk1RObMVZa91LZUf3iFTp/tE41f3x7PW3842x0SEBDg0aDZuACtsbHhsdEjeUQSMHWii2yqn3icecKItgyLYjq4GzIdkOL40zOk4eqqXOMZ8LE9BhOEPrVVAvg9AjpDG67T8qPD8zFwpbl+s3WdjzIs/RtmTEhGGJ0jK6vAf7faAcZOOQu61QVZRo1A96rUxPNGm5Lop86QdFEttUCIbnVpi6oCi73AjxNcQImSIlBinNTlNWVzFfyHJrKIP/5Jswq/UEOkqbT/iAZrsioY8Gu1apIk2jzQMFdBECJbo/7CvhMDt84wBTAtjaqOpzLP1gKRGmXKtvzKqx8yHhCqUaayeUU3l72Gd3IokaIOcYnRGCx06IxPDIDVg3Dw11l/PXZtLgg2MTNRB4Vse0n05iAouhoksVoXWnbQWFpBn/j++EviyIjRGJU4EKw5Hqt9vUFNEZkXTxQQg8VToSr2JhhEN8yuIkliJHSuP/4u/6eqwX3azdbO/+tFku/kZlyEwCJLX+lOv0J1vI+t/tPl54/Isg/Dka4GmzrddS/C/+f17/cRMEz7qmrZ+9Dp59u3zatutfv5W/F9P22QjZbL38sV2Ml6ttt1xs5ClSyP16vnogUXQXjuzOut62ckMBafzWD49k+8Pj+Puovc1Ux56J5M+a82o576YfxpuHWiYlnpvNihYIljCqo2k0g9KGr5FJG01YSeZNLk9MplO80raMmklW1CCisAtjMq2nVuF1O2vX1H88XT4+dltybtk3n87KsmlllTrLG8lvMpvGdT0Jo6m4AfWEU/7+ytunRbe4H2/athmv68U9b/UHfSFwbfx1WVhk8tsfNcm0nncTaQBpo0+mE2dpl659v13X4/aHp+5tPddKk1rSKaKTPvKwnDfSL5eyjfbZqgHbZbtLI7q91fy266f2rKbbdVfPN7vsrGfp825OIc/Wqg95ah036sWnuvBTXc31513KBW+W7v58bOvFuOlmM1UbTgGJS8UhIRbLRXxzkPisbhNprua/XrXRXtxrskzKf02F1dFlZy3QLZztZ9du/pN1ZoT8j1R5N9TSv7bGugeYs4WQessUbPXd6/HycTVvRWV08NSLZjN+V8/nonzTpfyxH/6TetOOVa3HNnphm3E7oFrjwjwVmSzHPBWddiiRZf7eeFwUTOtdCisIkHkT9Vquw2Asi36RgkhyKhWJS0GJO5GCYd7nnGVnUvFXd9L4TCoOxk9IiyreSaOd2evlu6Y+HJ29kF7kk+WJRdvZSu+Feb3d3q0+oCt104o5K5OZrCNmEH5EbVVMZIXW1kVTi6M8FS+zmNTipjficTbgwE/jPJ/h7cqC1tULqzx+7BpTOUznbDLJ2laaqZmkTRLFMz6fZU01mRWyeJ7kk3Y6aUP5hbVtOhO/vBY3fzKZzDiXO3m2mwoOdVkyzmazLGnTeFqzOzZsxSxnTTSt62RW1GkZtnlRs6FjNgn1tETazJosj2UqmNRRPWv6jNdtPfc2KGbTapZOmllVV/VMfOR2GreTsK3qsi3bdlpOZKUz5TjuZBa2EykqnAIhX2bTSTHNyn2WK5ma6tizzdukmKRtHrXRbFZLvSdRywInbpoJ4Ur9MFjVMhfl7SQtZ9NGmlgc3FnZTGvxPnfZPi08xyxtIqljJDWctE3blhPxUJtZXc/YeU727SyfFU00yeo6itsiKdupTIvZtE3lx3Rf0dkrdKAT3fjhcde0HBeT3pdXnM7k/bNkIhViI3dWt03STOpGempaQyZVToi/SOc1dd1O4rCp2jTdz9HTh3b6/cGw97EtPxaNzB6rzZjh+ad6upx0tRqxHIpLe3gjrSh6LpYCAcHl0YHvEJ5NdXtJ29y343qy6S0XSJFASUHrwEfnOG1vo37ALZbjdnHfLdrxcj0We7d5Wov9uq83PrB4mZs/3/ziel24rENbd/lEPX92/1+XqSf+P+vVq///c1zPnp14/a+D1VrMye20nc8DJv0O96SeB+37eroNTF+CbvG2XW9EcHfzq/VyFUzajSQPtg9tsOoWi7YJNsv527a5ncmEJs/vprDPA7GCwbtu+xCYOby7+TexD8FyMf8QiG86n9TT7yX71dN2cxd8vQzcFgfSTdt2FMzm9f1mFHz79VfBch1gQYJ6Om03m7sbeZWb7nG1XG+Dx3r7cCMrl8cA6xj43d+ZpfxG1x2j4De/HAVfh/YYk0j/2OqhGwVfxVLIb/5lFPzuV+N/1v//tc+8nx2CehN8e3NzM53XG/ntqBUHR2UNX6ulatpZMB53CzGK48Gmnc9Gwe9Hgfh/b75eLlp/iGvztGrXg+Hd7mF7bLh7oJsFpL9byPtvxrTJPjHXuu42bfDv9fyp/fV6vVwPnh9XL+g2wWTeLZrPpRXr6byt1xPuzZbrSdfII8+HN7sqr9tt3c3HvY3wmneb8eRJWrF+L//kp/yQ/5uDt/jM6vgNGddzaeHmA/Z4MZWObILtUrVlsbxdvlvcavkLqaEsg+4Ocvh1PX2Q5li/7d7KksxUk36ad6IzdcD0gF5Jp7CACshGuuNxFci0NDrIZ/sginv/oEWaCo+Okm+XW0m+XKOrkjSYd9+38+5huWz2tdG5KXhjb7W8u2+3g+d67/mIVfC+d/BlT57jljyma+P9gzI25DlRs+AFWjcYoLd38+W9/PJ+0Ei27W01HAa3qoXD4JXqIT+PHpDUen+X773kKjWSdNpZd7MJGmM9FrRzUQ27XR/VuVtKMq3B5of1dnAvxXwV75/4rUjfS1EfdnemS2kwvXuS+/4R6duxDmZ5rD57rt4/aB3whmXg7p5oY9CJWgS66rVXmS/HMjr114du3AUvg2h4rPuPjEZv/W/+0P3xSCgVUPkXWtJrDNy2W6iPsL9My7wt2vcrK3kqZQ06adOvQ1r8N78cHg85VUBJ1C20czTNJn4YeXYvaMz+j+OW3SUf9y2674XfyrMqG5423uEzL/yZoyyXouzrXesPLO9X3tO3hyUOtUJHicWlk0R9mkEs2vQiuB+eNuZhGV9qkx49ocas+5HG3GvCy8NUZ49T8Muzkq3SL86ajZb4dJGntbZm/Ei6F2+sky7W7KLQi9Nel191VEYnFf2RLtgNbx5jWO/vxNJ23OEQ0JD+iO6OO8Sm3zdmXF5YZdRo/Kj2QB6XvzXf89EgtR6YPVB7hfpiel66SXthmR+/Uz989MU2myOhDdaXJxKZJ57WCxPuZw8NM8ni9CPTxtZmjoMxvNyZzv18KLc+yFu+391paIqtvJA+uZUZeF99KYJ54E3wD7Vox83RG8269Yakkv5LsZGHE6rfen3eDNMFScIjwXxnLLU/dbCvpCW9nd3sDoefBw/dpSdfHT9ZD0/G7veS6PfrE8OEQRzvDSKmpqERopGsrobDCwpN5sxyT5t2MDwTaynmSCzXj27mnraD+XIk1R6eJ5BmWiy3ku51MJEJ/fszcyCCnyhzvvKe2TfHhSa7aOjs4U+02r56ZzX/TFxUcRqkmztxPgaPy6adi63eSObTh+FrUV6NlYpnKm5sretbdRaoL66LeB+XW1fc3YG9l/T1qrOZ9y+wUXNvCmuudrHpczl7sl2h/+5I4IqpIxFe7B2e/YgdVmvwOArevu1LfVw+iu+zuaAYhxX0FpecsRt296UW5E6L9+qt5I4pSsP2Nt39cpY105us7AdHveqj4oLGfebup+hbvZg+yOpE9H+31hDv8dBzPEv9Xf+qB1r98YdOHd2PubgX+lKSSi7fnUlUIazNRHf7xtPnVc9Pb0nfmdKfKhHXQ63OgWsCf6kmVFV1URekbDFomkjsxnf4PDIxJeFHdONUm8/1cG6ZftE7l2T9E3mpTfnuUj6XxoN19mP3XiYRWYQOIilg1aFyrgCr5UZ6uZNXeUktRPmW0u82wdXbTw7WT1aL65ud43hR/Bc7pIHOnPtpd9VdLs97iU8Pr3sdnMqYXLcf7YW9WW+lRbqtPzg6K2M3DfYlnE9sj17xT1iEz4Lv23alLWyt/a7+EOiymVvvZBm5fBcQsjs1xoxzy7c32VNUPA3Vfz59Y3tSrOhfU7fVuaP+eDYp9L548AXP40W+3t9709+7OVP23TNf8syrC+nO/GYTfxDz0Zx5ID49Wce8/kudUj6A0AbnM+V56Z6VJvliV9WjSiP7/KSaZ47G5SF6UJOv4vO5+KM1+fK/UZOdA/by0F3Tnn9gWox2/ctDmCazn/t2OX8XSxkee4a74WK/HAvVwcTj7Ou7oh12z7w7du6HfaM8Yr6iNv08eBcfP+KtcPbkfu0rI3q2izbMl8vvn1aDdyPJaET9RwfLPxsmnsHwxN+djPr+IdJwp8GR2UCUZ3Tw12EcwJx4K/4aM/+7v7bi944tIva3Cf5/ev9PEhVn+3+KMLrG/3+m+P8/LsSVaOW/xXl4X4Oh/+Sf9wL7GhgMpMkWDX6lbiVZf9Do/fDuNADfx8vl4eXjzc0N4QDNYuBL1fXiXiMayO++1R8D/dRv9miB+eMb4s5azzTmP5/jgw10ch3plHGw9D1ZI2fkdmz+CWRGbX4x5Cc1untadDN8xCIcBVF6ss7arJZUp4/p7TyPw4S3d6GsyOW/4eUQ4acShwmpw+Qk+f0ouI91yrs9qmeoT5di0dkPeZTkcjyRdxj6vDm/FEzUB85jiT8RmPxYThfCkh4t4w1kKsQbf1uvu3rbHgbDmBjvipjA+kkgzWL0byybV/0XgcMaIDn5GnIptn1/mvG7hQfxwruRhnG1qFEw6IOPA2uFl3TDC6sI9dyFUCXbl7tIpWR/Hp2gDFuGlR+LPS/V0bCOk5Io6N3iYlz3oLYDTbaP7eojwwsvKc72Uoa2+lpUZh+LPXpMvPxWRi7++y7Frb/wF/rRQdX3vXiAI2+Im9NFftxrOD3q9bOmOn5UjIKZG1EAKelCFKtVt9Oa5GDU8LTkGZ87nu7EDCThrRX5iq7ZtZbcf6VNdWsN9eq0mSzkQjcd3V48PcoKdKqDeNBXunlJaOR29+ctfw5fDeIX/HLcrIt6/mHbEVmnQXjmfshnhf4vrdQLqc1hbP1LDwmEd8OPddKuYrd9Ed5PmTRYf+v4VdSh/tztq/y+L+3GDeKC71Y2H+z3exxNCJvXz0fBYhQ811z4Q38Z3tx0fOlc1I/teBy8eRM8H48f624xHj9/3c8AV9/yf4f/Z3tdm3a+rTd3083bn3//B5jrZ/s/kuLq//0cl+1MNjQKDsZECiCrlAmIHHdW6Xb1zCGcIxwCR6jUr9CVwi0PZZxCXyBRwAHwsSAuA1ktAiQCicFRcHIyATooUnAbExn+AsD2HEXK0kgPZ5vMzm2Ah6PIjDC+K22TEo06eAwnuQEdAawy4YwYQkN5qhTCJkzhzoi8Jopho5wE8mLyM1dgRM6U2lEvJbQLk1CJfzNPpUynehYpBYKOU+Cpp7Kjb4BycUoR0FF21pnMuGNAwAYLXFn5KqugwawCyqUHaiCvL8u+Ik7wCcgJDJDSMYWeL1WeRTu8GwJnqwfdIfmzltQTX4qnWACXlAKPyakqRKXhbNIp5AUbZeylVY5/AdgNCPXs5EssmaGsQgBVKWEVBDiRdY2e+gJilEOTdBBcr1YPPfYFalMFYmqmMM321g46UCTQBYYFEC6Za1VsXLhhleR62goEMACsENl5avBQEwggK3BrvRZ6kFjhXEFVVHrSvu5KT5dLIbFy+WZK1YdA8RMLafMKJBV5uTJyiaIvgGsDew6EzIV3iYOsggIUQ3NaggARWipDWUWROF+ZgrirR+MQ6QE4IKhAkYVnsPJWd9wrTigpDUzOLnjXDYP+jxVJqQDjhrOuJtED1QoYBq42KDY+Yu3EV1GlSk9e2oFaUxlH/k8izo1y/hKCER9ETjxFq4FDCw4O2zJNVhkFMSfiIVqDTDyMLJ0d+YKJqITpHHg4WFFNZqeq0RcOkpecTS1L6xTDWhUVrCo9mJ5ksJzaazvtKWA1ALdwyjnrs1QYhlxPJMONBNlObBKDJOZoLNA9IDp5DXPD89PNo9BhcM7Q2j41Xgg4qaDtYld8YV2p0FdFDogotL8cT/Q+UdSBmDN7OSDFHKZPLDejnIpFkUPQcXo+E5PZIKEI6ZkSHNvC6m3QV1Cjgr1WFEr9bl3pwFclDJNwTYJsU9pIMOR/UW2OTGeAQQDFkNgbO/YVoCyAwMH0l7j5cux/DjFznj1WxNjCZYr+z0AWIwWjZKIcMkicckpGFMc9Qw65KhAdMkU5osWh0YEaL/Fxl4f+zqAtcEgi875X4CuGlELARaGieZrE2IVSJV0FzAW+Tmtdhb0KoXFMEgVm1oQuSw3CBI7oSEHQQ2BCTabs6lQAbAaYuaPc3tcgV1MmEyiI4eMKXTFyJwwxc8G5XO9HBb4KIS3IAJYXxyUrK+sSBR5ICpATQVMHaSV0k2a4/yHU0LmyZAJDmrvVUPArtSy0FSgHStSAxEkyUiUDAh/LWMEROWggTHrMynAfWuMa7gDgq0DUcBI3A+rRZKoYWanQkWWumJexZ+gHI+PcEDYibRbPUqeTCj5CuAwB+yxdZxT7H6BtQnYyXCDC88objXikMHl60D5y9SwdtUVRrxWCubJynOo0UzTf3ICRXG972NVSMcOLRKnf3RYq9pVM0UCQ50BpJYqlhcRZxEEPkHEKFX3ialsarTpoXyATZ0yJhdfPMBiUBxwE9hgSc0/loBQco4UDCdi0Xe2d5DOEl01NGsbZq+80hoquxNndjHuWpwFghaA6MFcxVxa9+6UAWBxt5awq4Mu4JCbRBgHjm5cLFa3aLaFhDgBSl6VQ6KbGAIfEfI1Sp0mlgq0qV6gqc6pKhhzEX0XiAqNlU1hdyZJD0LlP74Z8FSkfJa8t5hVQGpOZnwFGXYrPFTuhDSK1GMDvF4D4YiXNK4gMehVERjGEMLmAr2SSSPG3C5YK8FcCVp2YJDawtwIYdxgwYJk3iXFBlMpUDihCXICQbTLDeCojZRcCjwYmYq+Fsb+WHPGHV4jThV6W8ogDbRnCqZ6BX+wSawrRFIVXkRk5xK8wmWPEScdDdBSBOJFmqQsNGU1B+VJ41oCetjyN9hS2LxAZcjXjpUnMKzc4MZB4QsXFN5ljbIKvIS8dA5eZFZ7OWwRQkLQEkkqNp8msRSDerYB7xdBWNoVGkeFRxLgOYPArg6c1pLmheqDfpjsgua39HXwVGGlAjKB3gzrZZE4IAQuJND0wG0YxhkzdDbFnGQwDAFVmCtIH/l/oSwQAgVJoXBKfRyMDH4gZdIpLg430DjUeKsDc4BXIwAINXeJQ/6L3cA7IOMlT77XY6Q9AZoLHGZ5gb2KFHwDtGG5WWGwzyA5cZjhgYvLhQwaxu1BUB0QOVFzA5o0rn5WhSxSgI1UEJiB4AHCoTGJQtPBKJkr7B5qua4Hxn8L9jDfMugYWtcxkhs2bkiGcx0qibUYsUl8U2nlwekAekyytNKehykHaV8TSUgG3TKawTyktjCMKgltVeGHmbyRoKVhGOcuOxJMZCCuIWtBbApMXl56s8GWWeFJQ4sCakLlaKeg/KxO4M7BGeVh67W3AKHxwCMRboYqnMuNBBR2JISsTS78MjFLn/BTDHCvWd1UABGQyQwQDuA20wBCqXrdVkcJg5brQw32Bg9n1zamoYI4Aexd4aV/SRaniKgK2aGSCoJOY/joPFVSOOK6hsjOZhTMaKrGpgOow58d55qqozqjC1MFFxHqgcE00CKxUcT0hApMZpvD6OQGqLESBfFdYwDz1N1ZvFAavEt44ANxSXxPJOJS6JyDIiAFj0aYMyAgMtrlSnkZ1fhmWVg3FwJIBAlpazGgXS+W1yBwHuoB6HfqJyqbLqAdhBQEJAFQO/rq/FKknmmE3lDumUGwRk+hIgWyA5aQ4O8rxaCLHmITBjSWWonmoxGioEiDYWN7IGM1AgzFZZEQWtFOlKJxh5U2RG6BiAXJrosTxReFqoc5oCoIIYKCyKgvBqzeREycnjFlQ66B+zty0GQ4r/loC3ioL7dKrbzisKZAr8BkBTpmYKxUZFBbePNRseAkJvBaezmcXUDLBIJHRF4Wl16Vy45xCNZyLaqXKlgWJl8LSFlCVKrZrlfocbBSosCvBSyltIZl6EgNIAx5L5mXW3orVhSRxnp4EZC2IWPAvTGSreZzXGA4M8Gr6cWJgrCkAbrpo5hCla6ihsWKEAE0i28Kb0Iio4FAAYYogTawMvYgM9AlEkBIeDA4c9q+rAwUcHdh7KnVjfQ4oDdG7qojzxHBiSdaWoWGxVqzJS40BMJLNVCoIFuhrCgSf50rZZmUZCJbO9RWmiI/ZYegy0w789RweKnypyG22uqRArUpJyscZ5a4bxgSARQY8N9RYiStpaRTjSmKt6J5K9G7dYh5pAU4oGM2yjASc1EQ6r9DtGXxLUY8VLaLKACaVhj4HHR3YIhuzhoGVQfVGTELemXWaiVQ5FJIY2p9QOfZMYpNKqNjlDGXCAaGXpbQIsLPgh6Xg3dkKLDIw1hIUuRjc+QLyausw9UgL0NKxuozXJLdOcYe0JJAC90Uug9oVwPzRlAgcWPswKij1GqKqB2BXOnPFhDQXLNbIqDjJYgxF14qSgJ7N2XFoYEesspV4IFSEChNpXDRU6MEI+qDMNCM2+imqJVMuhMCwxXh2Or2CJM04h8zKDFSs3ihaQmyD2R7cH5MYdwrM0EqvBw5RX1Dh1Myy0JAFItg+ceUF2TKFgGKhlA3QD0X+upX7lXBUhHCQ5XFlAzkmKJrcEZOUrMR7LzQWaCJzNmhxWXaHAOCGZuXjyLnJFNGfA+LU1kU6tWqIr1QIR7EDnp9zjENniGFWMtLURMaKILoKn24SKYWFi2xCAdiv4m1D4IfMQ4kdghWYJshnikrb00TGXsckWUAgBACRJzI0sAzl9K6S9JYqNsWALgyaAkJtHiKInQYAEH2xG2A1GikfIm2NXGH60lIRTt31khFm0I5wZcrYJ9csdJHhvYMIrdHaJLRVZRw7YDFYX5XM1ABaFhbBjI14CrDtKofvVMx15lUvnGJe4ZgxRbEPx1j9UNgfiSwArAkZt4s0IgrUCrxFFWphs2tsEdFYWRw0flhFxkKJTNsCgEAZ35WiSHsiRcwr1dBVqm2p+/ixYmDRd/BkQuux68XE5hJME5afCLQ4Xi5TSDBRiFSD/BW196LM56JuKWs2DR73ZRWG+VlAXSIDi0CP6aBRoUrTgX4NBxsAbtaL5oECHpVAQkpoI3ZXOE4d4xzIzAq3LMttgR0bDQC8CkQdsAEe04zV/0QZyAx8x9hXDLHjX4WQwOWQEFeVEYgjS3sKnUQXtvAEuHKm5mWkiXJspfiSReSjLnV/PFIA+RKHPuzr7m5GAtAaK5g0hD7IXtpwWBldaglz4+D1hMalAolXCvpdGVbmxsfGPgUWdaEQuDKlxD66MvuQIs4TsF/AeGaxJ4q9HsRwWf0pPqBVw71QwDGVeLNiiRKb+Y8tKJrAHCYTRgTuY+HL4jhziElZaoDrVTL+UILrB+Drdb2u1/W6Xtfrel2v63W9rtf1ul7X63pdr+t1va7X9bpe1+t6Xa/rdb2u1/W6Xtfrev2fv/4TvhW12Q==","code_sha256":"b7b0ba43b1bde8ee6e5fc1df07c8a98e7dd174646808578e1818505d763c7857","notes":"One idea: invert the exact router per price cell, then reweight the retail posterior by total-order density and its Jacobian. Unlike real.py fill, this conditions and updates every price cell. Only seeds >=60000 tuned; three calibrations on 60000..60063: full/rate=.275, half blend, full/rate=.4. First selected; code/options frozen before holdout. Full tuning 60000..60255; holdout 10000..12047 each scored once, two 512-seed and four 256-seed run.py commands, paired against ref/lattice_qm.json. Diagnostics use unmodified Blind truth counters outside the policy, pooled on each policy's own tuning callbacks; RMS excludes initialization. Classification improved but edge gain is small; this does not establish the +0.3 adoption bar. Half blending and rate=.4 were worse on the tuning subset. Exact routing conditional on an approximate rival estimate: unseen rival-only retail orders remain unmodeled. Next: marginalize rival uncertainty/earlier unseen orders before considering a port. No engine, board or gas measurements. Archive: own policy, tests, per-seed deltas, raw diagnostic totals, manifest and audit script; SHA256 is of uncompressed tar. Requires the supplied pinned solved folder and tables; no new packages."}
