| 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 |
| 2026-07-25T09:54:27,grayscott,chain,False,chain_adam_lbfgs,50,0.0044513239573463,0.0003430787649003,0.0047944027222466,0.0951265692710876,0.0264091342687606,0.0987243969549191,0.1215357035398483,18303.9,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]" |
| 2026-07-25T09:57:14,grayscott,chain,False,chain_adam_lbfgs,51,0.0044015787850535,0.0002562457139918,0.0046578244990453,0.0945935398340225,0.0228236727416515,0.0973080562736138,0.117417212575674,18474.3,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]" |
| 2026-07-25T15:24:55,grayscott,chain,False,chain_adam_lbfgs,43,0.0063608102333661,0.0025679168375383,0.0089287270709044,0.1137138754129409,0.0722516402602195,0.1347261852117917,0.1859655156731605,38147.2,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]" |
| 2026-07-25T15:25:02,grayscott,chain,False,chain_adam_lbfgs,45,0.0046267367606065,0.0005476217768354,0.0051743585374419,0.0969827845692634,0.0333654955029487,0.1025617706212477,0.1303482800722122,38157.0,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]" |
| 2026-07-25T15:38:19,grayscott,chain,False,chain_adam_lbfgs,42,0.0045401893911792,0.0004002150347668,0.004940404425946,0.0960714221000671,0.0285235736519098,0.1002163280020036,0.1245949957519769,38952.2,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]" |
| 2026-07-25T15:38:41,grayscott,chain,False,chain_adam_lbfgs,44,0.0043884983519709,0.0002500980545401,0.004638596406511,0.0944528803229332,0.0225482266396284,0.0971069983363217,0.1170011069625616,38971.5,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]" |
| 2026-07-25T15:14:02,grayscott,chain,False,chain_adam_lbfgs,48,0.0043597202554259,0.0001576563086967,0.0045173765641227,0.0941426828503608,0.0179024692624807,0.0958297612433511,0.1120451521128416,37493.4,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]" |
| 2026-07-25T15:14:14,grayscott,chain,False,chain_adam_lbfgs,46,0.0308565138631786,0.0307735308502401,0.0616300447134188,0.2504555583000183,0.2501185536384582,0.3539594292536479,0.5005741119384766,37504.9,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]" |
| 2026-07-25T20:45:34,grayscott,chain,False,chain_adam_lbfgs,49,0.0046307879078002,0.0008125515538294,0.0054433394616297,0.0970252305269241,0.0406427159905433,0.105193753245574,0.1376679465174675,18107.2,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]" |
| 2026-07-25T20:49:50,grayscott,chain,False,chain_adam_lbfgs,47,0.0045179998654356,0.0004621315803383,0.004980131445774,0.0958363711833953,0.0306506771594285,0.1006184578093554,0.1264870483428239,18364.7,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]" |
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