Last Week’s Work Review#
We decided that we should reproduce Goyal’s work first, with a little bit modification.
You need password to access to the content, go to Slack *#phdsukai to find more.
Part of this article is encrypted with password:
2KL193ngiqg12yJiDH4bw+D2Nlm45qLF/v/qafJrxuBWcpeaKoACuOYOWAlIK5SiIofGzwRhcZOhHR3LtmKaM/j9J0y2vO9Z69ZqP4Ko3UkARqFzJOBmX85dlIeTqsGTwb+er6p7Rhn2sZ8c6r89pPJQXvpIbNAuRD6/buO4AAzMXBRIXEqextzJeDxCaB1OmfBsGIhO7MqXfGtHeCMwBOTJkISU1x36feBxsbdtPVQ2fyHVd3ghkHjqaw22yeHPKyvro9R5b8MINjZOrNOzpDXRZ+nBtgrAWfx3NwZ+b/6PFGBQOYn0ikquFjQ0FOi8Yt4vgZogOmlDtrWI7EfRfFgdaso71XjoEU5Ke3WvTD4xlvRWXqIRUlVPT5Ua1jiwZisZvuz1XNMkTbhQhDFWlf63qPKok7gaKBP0Vwund6m2mJGivx5MCXzkgpwjYeuB4fUOiiqkt834W9AMo6hnqhLySkwep20MZGgZ5cC2Fmag/ETrXIESxHBZN64Z+Jzc87Xufq6aIO2E3WZKAXJ9wDe/cLbNt6J+LRajckvSzVxTwRqyRTeyCGomzyv5qAS8BXxi0hdvhro+JP41Wh6wJ3fiwYrLdmDqcPWCnXFcIlx+JTO3iiiKe4o/7oLtikjlTHWWF3+bkXa9jIdiC6Iz6LJBHXMx5YV8nM6bmap1Ee4UIqT6jJaze4GvUU0dzkYZrcp0+3/KYwux6zt/gXLIw1aUeVfWhH5gHfKQDIsEok9PNEh1OI+hHycR2TbCQCe4G3ICIbBEmAEjEFvDgXwGviqpITD1IRONZVsOpLog4AGTKe/iG8Zld0mXRUHWLVQYpjYwya3WJlZ32wjnwVtW627HDX3p+y8dTvOdawLEfqICeRb2w5NxEN8Y82jjztm94kVQ5wrJd7s6/O6zn+HsDL5kALtUqL1uaAvhe2JJfaAH4LXR3Y89UygUdOJ5p6uE2bpSkDjJliWwcrrNK6tKX3VW/h/hjoQS5ymex7b5lh+U7ZuYhTeguljnDl4dJQ/70POFXMtVzPtQI7sJGy1O5YLPC6X2m3RLNU+41gVCuBwMiI5gv2uFyOSg1Vjr0JDlVei4T+ABnkGab4BpZsArJIhihbG7uU/+OxW5bzQaXhZAWB9Gfi+wVcxBr1VHSQhBDpaBYiJ6iSX4mntSOjeH+UF6fr6VWyhwXirWgBxgzRr8r4iJEuWbZ8szYfASmSbZ5XYU8M8B+vZASX5FUoLcvqj31JsC7/gNnktnMQ4EXQtSJ9C4zDaoWS77W4dOmHm9OqUtoVG9yoORNzKKbSDWQbGbMoZ9loavVTx5TYfVvMNgCxBpiNHBqn2GMtLnwaw0QZflUElzqKDSJ/iRKuJVWuolakHrFI1BrAFccDDTf53yQhNHSjH575ljGaFg+Via4zLkju4C1krV7HOMQXSLfW0OGe4p2W26gD3Ppwr5k2Yl+my7qzSTK0a+5Oj0DFsn3zxKi/EPdHHX55IV7fYsAe1CYh/hti3ARoqB3n49ZBlbPNEThvSYtNjie6X5++2MQlyL7AvwhN+85L2eN9AHGjudvpfWgzs8/2MbZ5CVZcotyF2FJ6VIiVfOCedna8taS2M/5SugslC1V8fQ6W4AYKVJzLV7Mx6eH2+Z4emiaSY0k8gR8S4A5vZ8/1MDNFicg/wYBBxL7bbzL3Yg09ZZ1VNb7b6lkvqURu4je/ihyPLeT6xC3MoM1QV23yuQ2ppB2vAauHc1IHCZ7SDGtShaXhrvI+51swFbxW5CJr4+08j5OmOduNmYZIkN2jzsBQC7W2lDfUmZcgLaPOAG1GLnY8yAQKsITVIb3cR+m2RWdhwmPhqWPnMOQdaLFZAJsR3e7nRCv3++xtW7zAox+ihmvo08eUX+y2Q1cR0D1WzrEH/glVsfrChSauCmIommFYmJC6q3A3KlWxTI97vWvR4LQQ82lmOjZjV6PUajYDv1+oEsPXqem1/gFBMlaVz9edM77UytBlJGAaGN5nFN6ck8d6WODyr7cxcVJBMQxItEDJuzgKvKXudSxlLRqV8sqVdd4ZofFHZqwDRMoIaNmqYOVIIBACrFtkQB81hneUySzvtCmFTplo5jIQbZnjcjhMKMqY6DqvJdB+U7CFhqNTuSU/tgqDclgTOl9XyRkThZx8mkBtlnkQlg4uOyt96E4stdnzc6RTaDlLlT2rr6HG57vTbI/Wt/hdnypirCDoeZhi8wFmpxfhwkquMJCsM7P8YXBFs+9PNOhtj5QujOBj8aDirnteohAHZxUH61o8jqizPUoWQf9bvZEiEodk7ttDZuOl+QtHPHD8lpZy0K7aoT9DtoiznxwZwYXe2q6dDTZs0BhBIVcWVvF68XtOJCJGPEdXPk/s7hMIedFLGodqc7syy0jjwU2zN369i0sGhkgsFOxPpYMmgdRf6CPYak0g9PpY2QEK95VXtu95KB67Nz6MhwmxZE57yhDMfYAhKzdrw27urRuwz5wy5KSw6Y475xq+3NPrDQuzdEoDcUVIQDV2ejS+kwgapVHh3Ey6nzMF2Nr6slmPbGy8FG43aoDptTisoZy20rUIYrZ5FjWqXHEAiSFJhTnDVulBotkROyf/HI7Nvs9RfknHvGU0oVFge7dSX4DgadVareXypwGYpUR2hDMItZviEcvvToVjRNRyY3wMz5OTIHadkpJINvcctAPrF5AbyD5HBdqkOJCUtI3wWwrzkQjkLKbrzWgPTJf3LtAm6j6uan8bcLpjod9ICCb+uT2XmsjQUziXt4O4ehZtdlmhnaeHEacYFcGOn88A4fPSQFHPLFEOWjHmXWo9TdxZe8B3ZAjikevZ2bsbT5aggyiJaMx72AI0eODoW1k+7KLCJMJDrsQEODVAIXSa3dV81tHdOtyCJp0vbvMDBFy7ecvod2qFFASVCiziDD7IMTHqyn/CJnjeHPQreWrkhJjWpAur6ZV0WcPD5KZgSCXWDDdPPCPdcJBV14RjM94WVLsVhVKeLC9EOXEARMCVb91eGbw9TTgwaY03pmdnlOXmr+SrIubtGP7NgqcHtX0HNbCeZImt26wNv6apNsz4NhUOcpEVxdLrEZf5iZNp+MgIMwg3tQ3BVevcz9PkHtiSr80FYZbTF7FlxaVkZhbtAWKv/pnNU6qeTUPWFoaAx0/1hHkPG7woIe/A+KGRlO+05rMeIj+M+XMthSvbpwRmEaVZpIv74YIEiYPy+eD8Mpj5FlYkGMrCLeP1ycGyVYoUrTLf9CcXKCwaQ9IUvdoaf4C0fA85Kn/yanPaCWPjPmcC8yfLS/H3ehj4tq1WrohNzw8c9Qf6dOXynlKR6bqntsP//4YyLk4mLBwLxs2V15Idl61zRvlTUPcR2HBfI/cL0vwNtYwbD1zsKx0o7ZuPY3IGNHV2SQ7xmMghFSuO8/nzDOLjgTbqFKVCPwFgi9r3bf0duahRoUj7tKA3H4YbP0M2TaSfcwaY0zTirOk38OVtc6FaqPGqNweFf7+heUIJowYGBlk/AJ9VGTiVJt6qcc+Tqj06nIKDZ5ucmXyAVn9C39I5djaLYixrbg4RLf76Qo5VA5M7nfjaW17lrvzWIVHWTYlqCzSzZV2MW6cwUq+CmPxSPDNEcxsrMnCtsWpdZ5XpBwkc0fIYtaQRK9CGZQyplrPPvRworN/TAgKxuIv82eIZkbVS9gFAargn3U+zqaZdovIESys5INWXExrn3zaP3+sTwnQaoGEYWZt40eJA7NNg/u2ikjcw4OPHyTzMnBfL0ioI11Wk3EZ991HD+IPjzhqOPGHWFfeXY3GVozc7W6qgKHAij0u44GTfSKKLWlAqqNOh/nh+x5HN8D6iMOYmWjI5gl2l7FTp+l1K9XCjLtyyjE21oMl40ri9mR2oQzrDHg7Sl6Zdtk8rAAgzIP7udHJ19QveO69YeClYBCQxYJN+x0WAxXItACrkWgI6U+vZWlHY0AGKSmoWhGBl9oWPXaM4GnmQE+DdCpBXLxPGoKjso30D7ko8DzvC9wrCCkI38HCYcFVMdcwpPQJkewrb4bP3A3ZXsVb8nfR+m+8baR69h5N9+C5AypCJVXoqLkI9weKY0WNxPbG7Uv3IuBZlEpHdx/JQC3gp2Ev3wdAQY5qRikQtatCFoRQw9fwnBoU7VjGu2y42+Bsy8Jbd/gH4uPNFRTqjJLynpOyo8fYyoYC5CWKbJDZPjW44GSwMj1Wd/QYxCIY8mzAuevLYXIJwTjAehMn9iCW77BFfw+v+eQ5CLYZ9CRzPLoarxtRsZzJNzffGuPaIs70R+ybyx2RuImanlblFH6z6/hk8dAWq3ARjYq5T5SimS0INgFm51dbUUPjkXJFewgKAI5b9dDd0eFLGXGhY7LUomgyOAsKXdxuwJtDPpJu2QqWCI9yPCT2yg9OD3hhPiSo88HOOWywQZNhlq3bGqG2RzRsxc5S0lqJBwLEl4THxjy67wYy79F5JuFqwUYGUS6yl0ExuoxjAPP39aHxCADQSC3UkGYgndJU320j2fxsnwED+rYdJlanIINPkJShdvpRFlGZW3fCz0m1TJpJUtucqt02TVUhn90D1MA19+UOqlmQBAboVCIyNXNE6STZynFbJPFKAxYJPRoMRcQmcJGBP+BOAmAWT0IvGJlhWIE3R2Yfni6Juxdc9GouUbtOvwwOPK96/czBId49H++mrqPvx1U4L5au6MysKJRfnvBRFg9qbNPnz1duv8I7NBsuVG+Sne2u9mZ/tkS+6n1bIvmQl0JVUkrGayO9O1SgtY+lmZkhMWCMgG5vVXU3kqrvNab4lkjLNvDHuqBRy5M8dCuxQEJmKnsauQadrI2IBT72sAm44AP3OvJF9vi2358rL1xAEqTZcbliOXJ/OoKhBb7IE1KO+vcTbgclQTOvJC6d+n5AA7tF7nxUb5hEKG4Uwu+CM9++INws4GuH0Swkz6u3t8ky8cVbtsopzqMXjysab6kvP8Tg52Az1l9UNSKL9KnhaYo8QFV4uHBkXPGEk8+Tz9Z/jVxaIk9OsYDxL/Hguq9xe7mk5LjC4ALhWwEw2UheAo/8Sb+3nOs5jakg92qE5BlWW4AaOuMmPXpXklmIwEYXEJt4gfSz0f4TVzlJ+ntH6Nfh11y2/WekRBbkv3e/UrngiRewO1ejjaQ1t0HtBXWrALGXOFCbK1iqL/9+/IciAolQAl/e78UL53tIf36h5M/LkAbAiC9zWb8dvttdzuG1kI7th8MbYLZY3r+hQVvNeoDfT/7Mv7thkP1B7NFOrnE14XTyiQ8WxY9EkMizkQf9wAhYhZmc3li18iQzJ+tFDSLxdm71mQycvzQyhTwSgdfdPSk+TWMmmTcrW96jGTvzQqieB4ZazTkordJA6cjOr+7X0jK/m8FPtVZkXN0Y0+rbjMcwuxSWlBV7I+6KRuymrTBm1jgadtEqq4gBxxm6Dvu86XzrbYlHhcXE1qJRE6NpaO2tfcKwYPzt8BbudrPpmp/qxwhdCLSmtuYyM/S8bzs9iwo5OJj7Pgv06NGSd3PbAYmSLV8q3m2t3jvRDtphKNQsgZCYsktFcG/OZQVwpuLwS82QOiJDe40oqE4GMitmZSkk7nwKZO539MJxg/4uRtXOrVvjQcnNw9Hg8y5+sZKELfFVW+e3o0MAXvta2cUaoUxgZ8dKmzHYi1gnQ4D1B4KKiMPQPPU/E2OdbfUHirlGa29EmSyPY80panGVIcdhxhUi3kXOUFof+yzqr19NZTiPB2IZ0t69R88/YjoZncfZ06Q62N+npd7cxjw7qNa6LUGqON5Ba0/sq4sNCIbA9p6IzI2vtTUN7VRBgxVrYEAqfWoNPHa8+DBU/sxgFAOsgD5sxnULsqR3GR3k8P5Tf5RXupiEFTD5DwCAeX8EMkcmyKzSCX0zhMtZcmWOdNsAdeBJ0lcMHXy645l8fDIIkEWuyq9nPfwezucRAxwd8n/+7NQPU2HreP2vDiVD/BBBjI49cjnKM6uJGzJsrzM0nkDIoRwLhIybqrfwo3JTFsAiIzL8vxB5sy8tyElbtoOmsgGDH0BmFy4KNqhkp+vNEGNJ9jo4rcsClLnyUJbUOX59ww1QuI2WHUH+pdcYdY72+iPgtNepHUaTJUaJJfBlU42zrXwt05uJ48kr3F5pvViD5KeR3yMMKWqZ17a4++JhOHXrpkd+iFkwoYEjiaTZPBQbWaHXhyO726jeS9TrENLF6PLNahKIDC9mZWcKCeQqMUxjWW1O8d2xgaX7WUTNPIytPE0BGa3AqWn3hhvQTho7PVYVOXVuK0AXgmGpM0xS7NmPvLxc9aAc9M7R+jv/EQEzNKSmK80Qbu1F33cnL2OneQ7Cm3LziOAYdFFtbnxEhs0VzXBZ4Zlv6mQevZT1TlvnkofFJ+CN3cOAQiMEPlbWVingnpAU3A5miTeup8DaswM+MQFInGMnN/ZLw3R+kuJgq5qB5okGSQhx2M1/vuerV1hQhxOpVX6KT4C15kWhcT6s2dWQT1KVQo0SrPsaNrUNX/zqqZmV+YnJ2eVCZR9AMMXOncCD3jBjdvujAiylf+hrrD3eBKFcm5LFCjQs0AOZJ6ienQX65aNvSmkJ+9e9v6heHCUnmndDy09X+MYeDpaYS2umrivwhEgVOdlJSF0UO4VDhv9JXlv6Rz88s+JzCAqgAReZ8xl00nxLdI698Vx2HuLTw1NcKQCT0+G1rOVHD6vpX4qH4kjAbKRNRmsfxAlMhRBIjgOmGvywUVGLRQy4VPLl1HSjPlqnWyez/izsbZlOjN3CgO9EUSjpo+3Yl8jNJk31LxFc6YiLDQmOV4DjOog/dbQtv6MCiEyyogWABqtlGeuDECu8YZZ6u3Xvan/qYahGCjNyQu28jcqS7SySZxWETPvfX+Mco7XSBziREJCq7tQjqiHAM2Nts9j2G7EJcao7dmpQGxySGJKuZa8/7b+Ba0iKghFqzA685nmYjBFc5p0JOCeR1i25i6eUmJut6OmXyebPf5xIHBiSugZ+NQ8/B2DY6LlDeuUcEtBH+aTUnReyg2EJv6LYgf6JGxNnbSTcvAVVf9Psg3FZWs2yOQuXu1cmqjjM2tODfvDYFuHnWmL+QQqZlf8kikM65brGio8nj2Oq/VfmNs+2ENWJzGUvDUZyZLRVGNXtI30cgjScbsxc5wKKyNblPvnPGLqdGA4qZNuysjsng8kZTixjRSoHZeWBkvI/AvT4PMKpzxemE86+m+HSEjhqSqguB3Y0o4lXbbD3h/1upJrcP0Xn2ky9Jcg95OJ6LWPuUWYblCcuy6ZLAcnwnlJTpp9Qh2KO+8hUiXqTIA2WmSaDopr719PcsBiwUeOllrPNNnpvJxtBkvWZASq3pThBjuS8LgNjXb4Rm21Eu7c1LPxmtLUwWA7G0Kf4aRrebJnjhPK+XiWGHOxuzwTfRd9Rvx4Zea/cEBL97fIIVbYn7mLYPPogPGyX/KK4Ly6T9n/Nww7nf3RIkQYhiFMDMsr5E07oJvMHRwopguDQQlxlVivmawuAhe2hBq5HlY9AK14hFJ8M4uV0D7uppYJWHqmJngEV5cumqzIsJE1DfDzYOEA/TSMfpitJ95/X/fXRb+K/0K9NHctr6kaT55rzA0DGKJKNlCw6JbFcxUf2YMzSHV9T1Z9qHWeeu8MGuqiCkP+AH+URQ+d10fDcxNx8Fp3agF3WEfbhChdMyY9xU+G+GU9gRKhLkwKozcDWU+NFEAC71KS9h8aU/8K3LSzmpMRfNKjrP2zXl2FERorlbVk3aRwZKE79UWGBSG279O1yRfqWcRoIJPGJ6AeljHrqBpT43xI34C1z51o3wLVvMWDeZy4HmTwJprVuUjSWj3bqWpmYWFEtEJP+Z8wxrHyjefdJ7ItEiNo0wz0HUjEHQ6n1qMQWQ0z1V3pQioC8Vp4XR7Q2xlMqsmuBvBT63yXtrZ7q89td8Ikz9gGaD+iHsfXlzT4xgKvFpRr8WItAXewlagzg4jfFhvY2AU5NlxWOkQiIX0VxjM0A8iLxhW105GFBN8avLSBedLGtozlT6N1E7BFmp1Q1sSwO5W0SFbnv9B+LbvDgmRJRlFsk2Dvon27kFKDHX1B7wR4QSjdsep1PfDJJTlkoy0Bp6SYu28feGE6oQ+3aMDPR0cHOJle2u9RxzAhlEtBNTyQPDGiJlIgfGZYgzrBPW2P5Il9Ior7UgLVZupHRTL/u+2mbffEUqF22gUgyD7DKUlCpgm1yRPKGLIaNgaRUbuDUdZ80TtaBrVwxtIDBiEJfvZeX0x+ccgBElMD2Z25GL85G0WCOx9rj999lll+TuHo5CP2XeEORSuTOb7C01YL+sQ4ywLBlgaNlBVNM/3vxeeW/vx99CDwOIOA7xR8ULfskRg/pYvssjVRbl2t4XjocZHlbXW4f/dNYIbqo/zuG0rS3cX1wGsd2G4WxTmhSJNR7ZJgH5JVmONKIkHK/XlDxEjznnjq3ZwcCeOHvUpN/m4OZDgE+V+Wb6rr1qObr7dX0WDI4f5R1v/7fQJjL7QZHzr5B8EsG6ZoIZlxcYPSFX5H+q59sHg/FTKvIpP/YNWwMcWi0PMe+BDAgIim/Xo/IAcMRwK6hYejvQcR3UhjYnDTfJJcsVpgkl1vNNuZXICdo7zEvjS5jKgoRp6moYrJvlPDWDCa6pgbtuSs2ianCTXt78hqj3xy4PKgsbGTH4D86auxW+y9Py/b5zE1SuiyNc+PbM2KxrTLspSGSNpCkHXV0yKzQ5kf1ASbYdhXNZSJjQo5O6Gk+tzjqmYBrd+gI6vfNzbc7DXBEWQsX9jP18vapAEp74DQW5EUQcwbR2luQYD/SuO/OoZMWDQJbm+yJHVgV40QGzIjIJzFZlMowIcaNhkpILTe6hjphNhlptmsLqb/3PWZBAb3LNS7oXGPrlbI4KsqUMhfYLUEQBOic5xH+2VR+WwExeFw/p9f0hBxS2ppUXERvhjAXmtENF5xa4i/L7BzykhLtq6jR7ZQxWIYpbiWv0qh1xqrsBuuExXwco7piubIOcKO5liCnkVLPa2QcmfJMIwMeXZDgNwy6O/u8JxB0yS5auuRK/jtUVWUSdwTuSlbS46G3zVj64Zxhw3IEMytkVPvdqsiQebZI3aXTcv7lnxA3GHos5bIhaSbkFR6c3JsZ8zXA4Jx+kNcA7RVLF5N0g9EpDZk59E9kGFoE45RZG5KOv+lktx5WPDefBsLSj1+1WcFyp6/SeQwF+ce+7kofG7zItaQ75nLqnlKkXXHlwtmQBpKPZrTZUu5Hr6SjxD7MSP46ttbv8noPQhOc9WOASR1hrJYPFaD3l1Hy5g9Kt6/E189oq4Xj7GIOM2MCO28uE/xy49VvrWQCv0yN8I+T+hPr2Rsjhp7ux8EgLyl1no5rAhpjUY8MGpOaSu4So398K6szcQaPu4+C+wR34lexIJiOxzPXPQjMeW4PL8bKO6QQM1/0BjTJWy8vomb28+b/8bKnPgwLgR3nyArbF/dvnrgYybZxZwlw5pBVCq22U2/jyqUqva5HBgSBoRh0gb9B00fgsq9Xu/voCBqi5WC0vq+MH1tGskVfNDJSV3fpzpHB4EPUM+WSFTL7yVNjTEaqx38e/Due7s43wNZ9xx0jNCNDpnX+piDfpdYG9jxdDEaxX1OxQtcROf+xyFeVApgPZJMBUJVD8Befmf49iRcKaCSxYCh/Yp8i1VtVvPXfzwpmHkd4iI9xyGDY1UlyAGMhCe1kzj1BjHKXVjaAtxKyn05dFRPpHaHcF2WGf9/aX4eHjsmXG9A2hcGjseohC6BhicuByku1PKoWSh5jlONBaZ3U6rc/bUZL7/0Aub9688SJOkS+uFFBuIdpl1hPMJSE9ODxEeRnHAGmc3IvPtfBLkOh1YcHtJQ/TeF0bCW7uU5lSKuH9QHX21xHlzVJPa1XNFQ/Sxz9uQc/lAj5+NfHou8y+ot6uIFPX3eHqNsAcW3tP8Gsjqf8ycnB9fnIzb8DvE08gXprY+Sve+mfjzBCrxU/RRfrwrLiwuayxkYdYFh+XwVAgxeZjxVnbsY9yi/Ivn4s16On4JksHpAewdcGwQ91Xq/rIEzFvduGvKIk6xqIgBp6aNc4dAInDFcaxZtWrDH+LYu8bzXkbjxecrN/kR0AybrfUqs5KVUlWZLMV2n7qq+tshFe8ElzZWo6oPBGY1yv2bRNMGwZmMacA/jOR1Tkbp4CAJUNzeMhkei2ns1WgOqCxd5njEU2AZpBnIJM38ZAB/aCl5TuiQJLE4XMUex8XVREjwuxS4kohuw4EpFp5N6t0wt2Pp1sslt7/cKfL0DeQVn/leyyUoPA2SQuKZ+BA3nI3ONNJU37F7dWEcIOF1K4IQqotS4Pq8bQyO+1PV+Je/9CESWbiBeBYLtD22UwJMB8LZWTevel2b2SYLYBHfjFqsdWymoemkduSBKo6Bcm2HwFdrImXKx2AYyitj7R3JXMh3D9FlvZi9+paB1AjhaL2o/LVtWqNzZkHgQpO4B0AHJO8rBmBaAjIie7Xwul7AkSdAZRbezl8O9rn/O8h7u+LDVVjt+AVXjfbSyodyQIi/5GoZHjERZxWVvuNjpe3ndCyTyWqsDgd6hrV+09RTAwaA1F3SufOOlmF6Ep0oFq5px3rRacXMN9hj+w3i+on8b68QbXzxmbKhlYwg0quSzsCHAwIsvavynfO1F00wgv/oqNZuFuXFztD84RSdZm2cZT0eE8oYomP+x7E3dr4M6Dobyvmf0nBCvJZgyzvYwkYZ5a00KtXJHUc/5KESWLSkKaUqwEMvSKEFpWXshbiEvYUTsq7wOEUibHeHT51AOcpdKLFiukqXbBDfhMwM5p+fqQqaZCyDoPYQukJr3x3R2tYnC9q2pNTzQM0QdtjRdFrodNGfoZF27XIZeDJwA31fUh1MFoldGgNR4vjRjkd9ySYlkI02Ja7jurmYRQ60a8lR1if6hryBRg6tHp04vfo58TWmdDUj4GcILTeamGNpYDq56awWUu+t51cJ261c9zUB+b0AMuvqC952OYoSGpavy8t9a2zUJy3++vxL05G/INT+Jhf4F4zCk2xwTobHYKZ/jaoN45ai0JS41I57QljI3j8zAxySpxWjeYgytg+CrVF8AjEXCUUEXzLBwF4tekoLMbcf/MZw4Hp+qNrEAljhGx6Gy0rueTyFPsCvxPTX2IrMeTjnw1rTPK+xYamg0W30pDWYyte8v8JCFUscaxQo3BplPEm4AZcXRullDPnrj68DKU2WHtnAWwHcRXp9Z88id37crxJZM3+OnoaZZ1lJ0HMdjxSl58yX03XR6YmGkQzGu+R73eCnDB4qJeTdsmaAwrWeZK/L91ua2vXcHh3H/Ko12xH/LjtyfXCm8xOVbYC/eRGZSFciQMwMVHuI8dHHWZCy8VVpH2vv/Ks1c8fbo3fOq9D5/1iIHk7mgNvtiQ0EZbsvUqOueDPwlAFT2K/JtH+k4DtxfUJ71OuOcCuIsYPd364nKd5i4va7KgpSHjRsKoF89vo6fTSKW7RKSOuNAUvoiurpzUZElN/QQbFqBuHsxaoWguRl48u1p6p8mB34gwuG/To61pF8x+/6dG5+dcwRfVByIfNU280O4ocDWchSGSKyca237aSIaFOSdiBaKQ30+L5BtMhkMbjNncqHup5SY1f4op1IdEVf+2SfRvj15/BJ8teLiSsJHxl6SoofD1wycXc39G/4U3RXnuKZzkpUn+axBLXDBKfs2uEGh+pT9C2/phtPNMT7b2pwPkQG2J7d6rZYtppztLt1lm+Xrmkp8axMJ554os7l5DuqXHpFUgAVtmQZD50Fdk6b8fj0CottPRN4xgvZRdi8ezPLKMIDD0NQA76Lq3i+CqYjNSTouccsKOWt9L+MbY5lX9CfMOuWQODXLd4X1p/HTfCjLd+7BUeqr5xnefxoG8WsEzpyuL+SIFPOkES7RzlzCaltSE8o4SSsC5LJ4MWsQBA/q9gqA3XeSvozfbOvD+GfvDGUmneJA1J/Kc3fGNUZpnOv6k1vtINUdcSrfgbQAbx7JPC+PPXQYPPpgXfEgUwJ946+kIMLti/eihYoaYzN++4WPe9wHpcEjMrTh38tAaMydudoL5Syvv4X2IxodGKFQJCHZ8w==