| 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 |
| 2026-07-28T15:03:28,ns2d_backstep,soap,False,adam_soap,42,0.0007263606229077,0.0004869679097224,0.0012133285326302,0.1219182312488555,0.0998257771134376,0.1575729700397601,0.2217440083622932,1892.6,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]" |
| 2026-07-28T15:03:48,ns2d_backstep,soap,False,adam_soap,43,0.0005923137411685,0.0004091307048798,0.0010014444460483,0.1100952103734016,0.0915005207061767,0.1431548135294969,0.2015957310795784,1913.7,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]" |
| 2026-07-28T15:35:09,ns2d_backstep,soap,False,adam_soap,44,0.0004962050367669,0.0003405537726332,0.0008367588094001,0.1007681041955947,0.0834805592894554,0.1308557014518455,0.1842486634850502,1888.9,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]" |
| 2026-08-11T06:55:59,ns2d_backstep,soap,False,adam_soap,46,0.0006703277946668168,0.0004633360990044834,0.0011336638936713002,0.1171213686466217,0.09737345576286316,0.1523121954436352,0.21449482440948486,1926.3,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]" |
| 2026-08-11T06:56:26,ns2d_backstep,soap,False,adam_soap,45,0.0008916865179408075,0.0006125198972703784,0.0015042064152111859,0.13508234918117523,0.11195734888315201,0.1754471117723195,0.24703969806432724,1954.3,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]" |
| 2026-08-11T07:28:18,ns2d_backstep,soap,False,adam_soap,47,0.0006242752873396352,0.0004571008080552809,0.0010813760953949161,0.11302658170461655,0.09671603888273239,0.14875819422471007,0.20974262058734894,1922.9,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]" |
| 2026-08-11T07:29:14,ns2d_backstep,soap,False,adam_soap,48,0.0009084931127498752,0.0005835647327301907,0.001492057845480066,0.13634942471981049,0.1092790812253952,0.17473718326357957,0.2456285059452057,1952.8,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]" |
| 2026-08-11T08:00:36,ns2d_backstep,soap,False,adam_soap,49,0.0005792932709769993,0.0004003201976202943,0.0009796134685972936,0.10887840390205383,0.09050993621349335,0.1415858587205283,0.19938834011554718,1924.9,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]" |
| 2026-08-11T08:02:02,ns2d_backstep,soap,False,adam_soap,50,0.0007699261718757712,0.0005320938510063357,0.0013020200228821069,0.1255211979150772,0.10434859991073608,0.16323051623200502,0.2298697978258133,1952.9,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]" |
| 2026-08-11T08:32:49,ns2d_backstep,soap,False,adam_soap,51,0.0005182156864192017,0.00036738525850849024,0.0008856009449276919,0.10297878831624985,0.08670684695243835,0.13462060819769225,0.1896856352686882,1919.1,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]" |
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