| 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 |
| 2026-07-25T11:21:08,heat2d_multiscale,chain,False,chain_adam_lbfgs,43,0.0193355104279071,0.0001163447872934,0.0194518552152006,0.9994820280353284,0.0775301516917924,1.002484537929122,1.0770121797271206,15450.9,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]" |
| 2026-07-25T12:01:24,heat2d_multiscale,chain,False,chain_adam_lbfgs,42,0.0193485552556169,0.0001031460568001,0.0194517013124171,0.999819124710124,0.0730001048076506,1.0024805721000514,1.0728192295177743,17868.5,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]" |
| 2026-07-25T12:01:26,heat2d_multiscale,chain,False,chain_adam_lbfgs,44,0.019343193754625,0.0001208236504381,0.0194640174050632,0.9996805897507572,0.0790083778391956,1.0027978885564144,1.0786889675899527,17867.9,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]" |
| 2026-07-25T12:06:27,heat2d_multiscale,chain,False,chain_adam_lbfgs,45,0.0199808660632402,0.0005928101372128,0.0205736762004531,1.0160248335184634,0.1750068224487014,1.0309868331990533,1.1910316559671648,18166.9,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]" |
| 2026-07-25T16:21:09,heat2d_multiscale,chain,False,chain_adam_lbfgs,46,0.0194328096112078,0.0001330918638254,0.0195659014750333,1.0019936438951895,0.0829226021900939,1.0054190272519894,1.0849162460852837,17987.3,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]" |
| 2026-07-25T16:22:41,heat2d_multiscale,chain,False,chain_adam_lbfgs,49,0.0194471142344216,0.0003734566061035,0.0198205708405252,1.002362363218718,0.1389047962505332,1.0119411295222738,1.1412671594692512,15357.0,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]" |
| 2026-07-25T21:46:03,heat2d_multiscale,chain,False,chain_adam_lbfgs,48,0.0193672399125731,0.0001278517183415,0.0194950916309147,1.0003017646081505,0.0812737789471042,1.003598050726745,1.0815755435552548,17821.0,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]" |
| 2026-07-25T21:46:05,heat2d_multiscale,chain,False,chain_adam_lbfgs,51,0.0193378207467282,0.0001183229652866,0.0194561437120148,0.99954173820374,0.0781864853670311,1.0025950393381182,1.0777282235707712,17821.9,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]" |
| 2026-07-25T21:46:56,heat2d_multiscale,chain,False,chain_adam_lbfgs,47,0.0193339727970233,0.0001320754896359,0.0194660482866593,0.9994422860022768,0.082605370496957,1.0028502033127362,1.0820476564992338,17877.5,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]" |
| 2026-07-25T21:46:57,heat2d_multiscale,chain,False,chain_adam_lbfgs,50,0.0193351462150178,0.0001394203158857,0.0194745665309035,0.9994726146310924,0.0848711720873147,1.003069600401182,1.0843437867184071,17879.1,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]" |
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