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
2026-07-29T14:16:50,ns2d_classic,soap,False,adam_soap,43,0.0373601639337037,0.149145153928444,0.1865053178621478,0.1243219822645187,0.2483980059623718,0.2777724331899439,0.3727199882268905,2462.5,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
2026-07-29T14:16:52,ns2d_classic,soap,False,adam_soap,44,0.0336783722765723,0.1437390641719993,0.1774174364485716,0.1180372536182403,0.2438545972108841,0.2709203901935388,0.3618918508291244,2466.6,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
2026-07-29T14:16:58,ns2d_classic,soap,False,adam_soap,42,0.0382202563390734,0.1508320959047546,0.1890523522438281,0.1257448941469192,0.2497988492250442,0.2796627316575741,0.3755437433719635,2466.6,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
2026-08-01T00:40:06,ns2d_classic,soap,False,adam_soap,45,0.04109708454652505,0.15393493523879442,0.19503201978531948,0.1303914338350296,0.2523551285266876,0.2840511167224588,0.3827465623617172,2507.2,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
2026-08-01T00:40:13,ns2d_classic,soap,False,adam_soap,46,0.03186926057774375,0.14237338973158842,0.17424265030933217,0.11482317000627518,0.24269339442253113,0.2684854634177058,0.3575165644288063,2513.7,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
2026-08-01T00:40:15,ns2d_classic,soap,False,adam_soap,47,0.03138061122651714,0.14121048617376264,0.17259109740027978,0.11393947899341583,0.2417002022266388,0.26721001596064686,0.3556396812200546,2512.8,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
2026-08-01T01:22:02,ns2d_classic,soap,False,adam_soap,48,0.030968368355704934,0.14097750643398488,0.1719458747896898,0.11318860203027725,0.24150073528289795,0.266710076247128,0.3546893373131752,2492.1,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
2026-08-01T01:22:09,ns2d_classic,soap,False,adam_soap,49,0.03122413138942548,0.14119014931889584,0.17241428070832132,0.11365504562854767,0.24168279767036438,0.2670731062585702,0.35533784329891205,2489.1,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
2026-08-01T01:22:10,ns2d_classic,soap,False,adam_soap,50,0.031183758152188767,0.14079890558003072,0.1719826637322195,0.11358154565095901,0.24134771525859833,0.26673861207745375,0.35492926090955734,2493.8,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
2026-08-01T01:47:06,ns2d_classic,soap,False,adam_soap,51,0.037474174698903795,0.14926185958394544,0.18673603428284924,0.12451153248548508,0.2484951764345169,0.27794419301922046,0.373006708920002,1485.2,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"