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
2026-07-25T02:41:04,ns2d_classic,chain,False,chain_adam_lbfgs,45,2.4206262834525205,2.8458452422779033,5.266471525730424,1.0007081031799316,1.0850485563278198,1.476057951897236,2.0857566595077515,5963.3,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]"
2026-07-25T03:09:35,ns2d_classic,chain,False,chain_adam_lbfgs,42,2.4967870229031632,2.9222918716279764,5.41907889453114,1.0163289308547974,1.0995255708694458,1.4972912130538387,2.115854501724243,7675.8,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]"
2026-07-25T03:09:36,ns2d_classic,chain,False,chain_adam_lbfgs,44,2.580347507575439,3.020869544954863,5.601217052530302,1.0331958532333374,1.1179169416427612,1.5222456961839206,2.151112794876098,7675.9,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]"
2026-07-25T04:20:07,ns2d_classic,chain,False,chain_adam_lbfgs,46,2.487332518632911,2.9181833838265447,5.405515902459456,1.0144028663635254,1.0987523794174194,1.495416318809574,2.113155245780945,5925.1,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]"
2026-07-25T04:37:28,ns2d_classic,chain,False,chain_adam_lbfgs,43,2.583112617324801,3.0385012563929195,5.62161387371772,1.033749222755432,1.1211745738983154,1.5250147149137705,2.1549237966537476,12950.5,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]"
2026-07-25T05:17:24,ns2d_classic,chain,False,chain_adam_lbfgs,47,2.5366868491880865,2.998671982167039,5.535358831355126,1.0244174003601074,1.1138020753860474,1.513269993522249,2.138219475746155,7653.1,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]"
2026-07-25T05:17:25,ns2d_classic,chain,False,chain_adam_lbfgs,48,2.6182010826715327,3.0749060132084196,5.693107095879952,1.0407466888427734,1.127871036529541,1.534681317205438,2.1686177253723145,7653.1,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]"
2026-07-25T06:18:26,ns2d_classic,chain,False,chain_adam_lbfgs,51,2.7041305576750716,3.171233726197954,5.875364283873026,1.057687520980835,1.1454012393951416,1.559053203468859,2.203088760375977,3643.7,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]"
2026-07-25T06:25:32,ns2d_classic,chain,False,chain_adam_lbfgs,49,2.505263107225119,2.90901003604462,5.414273143269739,1.018052577972412,1.0970240831375122,1.4966271715093151,2.1150766611099243,7508.5,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]"
2026-07-25T06:36:23,ns2d_classic,chain,False,chain_adam_lbfgs,50,2.516682460150662,2.970434626728448,5.48711708687911,1.0203701257705688,1.1085455417633057,1.506661346065647,2.1289156675338745,7119.0,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]"