run_timestamp,pde_name,value_type,smoke_test,chain_key,seed,mse_op,mse_bnd,mse_total,l2re_op,l2re_bnd,l2re,l2re_total,elapsed_s,chain_json
2026-07-28T22:18:38,poissoninv,soap,False,adam_soap,44,0.0089353971484629,0.000714194650413,0.0096495917988759,0.2047457545995712,0.0578850284218788,0.2127710049371144,0.26263078302145,1657.3,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
2026-07-28T22:19:04,poissoninv,soap,False,adam_soap,43,0.0102687362197833,0.0008487286198823,0.0111174648396657,0.2194908708333969,0.0631018951535224,0.2283814606117779,0.2825927659869194,1683.3,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
2026-07-28T22:19:15,poissoninv,soap,False,adam_soap,42,0.0071565854267428,0.0004771902661424,0.0076337756928852,0.1832360327243805,0.0473155342042446,0.18924640938629,0.2305515669286251,1695.3,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
2026-07-30T11:17:27,poissoninv,soap,False,adam_soap,47,0.007893730521502329,0.0004229257901489647,0.008316656311651294,0.1924416720867157,0.04454408586025238,0.19752967559497622,0.23698575794696808,1996.0,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
2026-07-30T11:17:39,poissoninv,soap,False,adam_soap,45,0.009241912036662081,0.0007798467982845225,0.010021758834946604,0.20822787284851074,0.06048708036541939,0.21683526909188058,0.26871495321393013,2007.3,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
2026-07-30T11:17:40,poissoninv,soap,False,adam_soap,46,0.006242894819769029,0.0003129596642282295,0.006555854483997259,0.17113977670669556,0.03831794112920761,0.1753769876112571,0.20945771783590317,2009.8,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
2026-07-30T11:17:42,poissoninv,soap,False,adam_soap,48,0.0058065911618152555,0.0003827512969167869,0.006189342458732042,0.1650511622428894,0.04237564280629158,0.17040417031567923,0.20742680504918098,2006.8,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
2026-07-30T11:43:34,poissoninv,soap,False,adam_soap,49,0.00931848065009172,0.00048350092712437856,0.009801981577216099,0.20908868312835693,0.047627370804548264,0.21444450065717327,0.2567160539329052,1549.7,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
2026-07-30T11:43:40,poissoninv,soap,False,adam_soap,50,0.008832759851718441,0.000447071842334959,0.0092798316940534,0.20356643199920654,0.045798011124134064,0.2086546190713589,0.2493644431233406,1540.9,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
2026-07-30T11:43:52,poissoninv,soap,False,adam_soap,51,0.007150213314703002,0.0004099097564551381,0.00756012307115814,0.18315444886684418,0.0438532792031765,0.18833125666386127,0.22700772807002068,1551.3,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"