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4290c91

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
2026-06-27T01:12:24,ns2d_classic,fixed,False,ns2d_classic_fixed,42,1.0843457826291711,1.352488006379545,2.436833789008716,0.6697726249694824,0.7480148673057556,1.0040525936767248,1.417787492275238,2911.2,"[{""epochs"": 500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 2500, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]"
2026-06-27T01:12:24,ns2d_classic,fixed,False,ns2d_classic_fixed,43,0.5882348111577471,0.7864832575469336,1.3747180687046807,0.493308812379837,0.5704114437103271,0.7541371224699822,1.0637202560901642,2964.4,"[{""epochs"": 500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 2500, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]"
2026-06-27T01:12:24,ns2d_classic,fixed,False,ns2d_classic_fixed,44,2.342093626125518,2.7604724463405006,5.1025660724660185,0.9843411445617676,1.0686492919921875,1.4529070163477682,2.052990436553955,2881.2,"[{""epochs"": 500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 2500, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]"
2026-06-27T01:12:24,ns2d_classic,fixed,False,ns2d_classic_fixed,45,1.5497350214218386,1.8344036627686364,3.384138684190475,0.8007044196128845,0.871146023273468,1.1832256595648962,1.6718504428863523,2950.2,"[{""epochs"": 500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 2500, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]"
2026-06-27T01:12:24,ns2d_classic,fixed,False,ns2d_classic_fixed,46,0.2092676485158486,0.3510560748338918,0.5603237233497405,0.2942351400852203,0.381093680858612,0.4814630943814227,0.6753288209438324,2875.7,"[{""epochs"": 500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 2500, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]"
2026-06-27T01:12:24,ns2d_classic,fixed,False,ns2d_classic_fixed,47,2.0702736723792583,2.4213352021792076,4.491608874558466,0.9254594445228576,1.0008544921875,1.3631525585892632,1.9263139367103577,2932.3,"[{""epochs"": 500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 2500, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]"
2026-06-27T01:12:24,ns2d_classic,fixed,False,ns2d_classic_fixed,48,1.78459969024658,2.098828260795017,3.8834279510415968,0.859238862991333,0.9318198561668396,1.2675092378446118,1.7910587191581726,4395.3,"[{""epochs"": 500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 2500, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]"
2026-06-27T01:12:24,ns2d_classic,fixed,False,ns2d_classic_fixed,49,2.642329580407491,3.2091834196311453,5.851513000038636,1.045531153678894,1.1522341966629028,1.555885290525148,2.197765350341797,1810.4,"[{""epochs"": 500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 2500, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]"
2026-06-27T01:12:24,ns2d_classic,fixed,False,ns2d_classic_fixed,50,2.048671003723612,2.385508951989678,4.43417995571329,0.9206183552742004,0.9934225678443908,1.3544100392312208,1.9140409231185913,4274.3,"[{""epochs"": 500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 2500, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]"
2026-06-27T01:12:24,ns2d_classic,fixed,False,ns2d_classic_fixed,51,0.0128851538779862,0.1145726214872446,0.1274577753652309,0.073011003434658,0.217712789773941,0.2296289734630364,0.2907237932085991,2920.2,"[{""epochs"": 500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 2500, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]"