| 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 |
| 2026-07-25T03:57:28,heatnd,chain,False,chain_adam_lbfgs,42,0.0309805369359816,0.0209842510623838,0.0519647879983655,0.067469522356987,0.0555277280509471,0.0873811480216408,0.1229972504079341,29396.8,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]" |
| 2026-07-25T13:12:48,heatnd,chain,False,chain_adam_lbfgs,46,0.0582680553027528,0.0630364854689311,0.1213045407716839,0.0929904654622078,0.0967206358909607,0.1341719347480308,0.1897111013531685,30203.1,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]" |
| 2026-07-25T14:46:30,heatnd,chain,False,chain_adam_lbfgs,44,0.007044680245736,0.0013636162369957,0.0084082964827317,0.0322806499898433,0.0142022678628563,0.0352667658882281,0.0464829178526997,35827.6,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]" |
| 2026-07-25T14:54:45,heatnd,chain,False,chain_adam_lbfgs,43,0.0364376776823327,0.0296773276799753,0.066115005362308,0.0733981728553772,0.0662403032183647,0.0988689513900533,0.1396384760737419,36323.3,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]" |
| 2026-07-25T14:54:51,heatnd,chain,False,chain_adam_lbfgs,45,0.0661126322400242,0.0750175379873816,0.1411301702274059,0.0985793620347976,0.1050086766481399,0.1440302495678643,0.2035880386829376,36329.5,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]" |
| 2026-07-25T15:12:12,heatnd,chain,False,chain_adam_lbfgs,49,0.0346194534855828,0.0244916146840525,0.0591110681696354,0.0720347017049789,0.0605885237455368,0.0941274001520745,0.1326232254505157,36348.7,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]" |
| 2026-07-25T15:12:18,heatnd,chain,False,chain_adam_lbfgs,47,0.0619726029245981,0.0740309992220886,0.1360036021466868,0.0957185253500938,0.1046171635389328,0.1417984026783389,0.2003356888890266,36349.2,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]" |
| 2026-07-25T15:44:19,heatnd,chain,False,chain_adam_lbfgs,48,0.0715277515479764,0.0796674778217756,0.151195229369752,0.1029598489403724,0.1086603552103042,0.1496923621573719,0.2116202041506767,38275.4,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]" |
| 2026-07-25T15:44:21,heatnd,chain,False,chain_adam_lbfgs,50,0.0787336234822966,0.0800240328852766,0.1587576563675732,0.1076312512159347,0.1085096821188926,0.1528359818624226,0.2161409333348274,38275.0,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]" |
| 2026-07-25T21:55:11,heatnd,chain,False,chain_adam_lbfgs,51,0.0727074967934706,0.0796641635940398,0.1523716603875105,0.1037723198533058,0.1086234152317047,0.1502256326474817,0.2123957350850105,17094.8,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]" |
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