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
2026-07-28T09:26:52,heat2d_longtime,soap,False,soap_lr0.001,43,0.4328619326517502,1.957184333609365e-05,0.4328815044950863,1.00013105710419,0.0067250897088085,1.0001536673011484,1.0068561468129988,4520.1,"[{""optimizer"": ""SOAP"", ""lr"": 0.001, ""epochs"": 31000, ""precondition_frequency"": 2}]"
2026-07-28T09:27:12,heat2d_longtime,soap,False,soap_lr0.001,42,0.4328106630963093,3.343464909516807e-05,0.4328440977454044,1.000071825985404,0.0087898325433751,1.000110453043023,1.008861658528779,4543.3,"[{""optimizer"": ""SOAP"", ""lr"": 0.001, ""epochs"": 31000, ""precondition_frequency"": 2}]"