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
2026-07-28T09:24:00,heat2d_longtime,muon,False,adam_muon,46,0.4329706677966844,0.0001559771633417,0.4331266449600262,1.0002566659399714,0.0189850928504078,1.0004368203479348,1.0192417587903793,4347.5,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""Muon"", ""lr"": 0.02, ""epochs"": 30000}]"
2026-07-28T09:24:36,heat2d_longtime,muon,False,adam_muon,44,0.4329595783607952,0.0001763218590302,0.4331359002198254,1.0002438563502916,0.0201853040075125,1.0004475091999472,1.0204291603578042,4391.3,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""Muon"", ""lr"": 0.02, ""epochs"": 30000}]"
2026-07-28T09:24:41,heat2d_longtime,muon,False,adam_muon,45,0.433081928614315,0.0003182538895725,0.4334001825038875,1.0003851760610472,0.0271187131060464,1.000752679278562,1.0275038891670936,4395.9,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""Muon"", ""lr"": 0.02, ""epochs"": 30000}]"
2026-07-28T09:26:20,heat2d_longtime,muon,False,adam_muon,43,0.4329331908439835,0.0004868553921008,0.4334200462360844,1.0002133750362572,0.0335414789982677,1.0007756124200928,1.033754854034525,4494.2,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""Muon"", ""lr"": 0.02, ""epochs"": 30000}]"
2026-07-28T09:27:01,heat2d_longtime,muon,False,adam_muon,42,0.4329620612061412,0.0002995785131316,0.4332616397192728,1.0002467243400155,0.0263110116592281,1.000592713788914,1.0265577359992435,4538.9,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""Muon"", ""lr"": 0.02, ""epochs"": 30000}]"