| 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 |
| 2026-07-29T03:35:32,heat2d_multiscale,soap,False,adam_soap,44,4.360866427518734e-06,2.033475746531858e-06,6.394342174050592e-06,0.0150100991490494,0.010249830112475,0.0181758656959963,0.0252599292615245,4698.2,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]" |
| 2026-07-29T03:35:59,heat2d_multiscale,soap,False,adam_soap,43,1.2146570823363577e-05,1.7002423510956368e-06,1.3846813174459214e-05,0.0250509391535647,0.0093724381599147,0.0267468156896671,0.0344233773134794,4726.9,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]" |
| 2026-07-29T03:38:10,heat2d_multiscale,soap,False,adam_soap,42,4.061650690652407e-06,3.7893661256842e-06,7.851016816336607e-06,0.014485999103878,0.0139920211509281,0.0201400304350708,0.0284780202548062,4857.8,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]" |
| 2026-07-30T22:06:57,heat2d_multiscale,soap,False,adam_soap,46,6.815749921957252e-06,3.7865163817586134e-06,1.0602266303715866e-05,0.0187652343445341,0.013986758901860644,0.0234043467027828,0.032751993246394745,4576.5,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]" |
| 2026-07-30T22:08:13,heat2d_multiscale,soap,False,adam_soap,47,6.687974558324115e-06,2.655685974604791e-06,9.343660532928906e-06,0.01858850552647559,0.011713468896985888,0.021971296987398567,0.030301974423461477,4650.4,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]" |
| 2026-07-30T22:13:30,heat2d_multiscale,soap,False,adam_soap,45,5.29885106273228e-06,4.490853905626792e-06,9.789704968359073e-06,0.016545809702999337,0.015232164885567551,0.022489612398371477,0.03177797458856689,4968.0,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]" |
| 2026-07-30T23:21:42,heat2d_multiscale,soap,False,adam_soap,48,5.119091303004254e-06,1.8992766168151314e-06,7.0183679198193856e-06,0.016262735795985615,0.009905839326603426,0.019042117223001094,0.026168575122589043,4463.7,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]" |
| 2026-07-30T23:22:58,heat2d_multiscale,soap,False,adam_soap,49,1.523885571913674e-05,3.0353027161499122e-06,1.827415843528665e-05,0.028059074832597296,0.012522705693396618,0.030726695857913572,0.04058178052599391,4466.1,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]" |
| 2026-07-30T23:27:34,heat2d_multiscale,soap,False,adam_soap,50,1.0110871469609797e-05,3.2095478808797364e-06,1.3320419350489532e-05,0.0228555387822491,0.012877130536955127,0.026233492788659975,0.03573266931920423,4422.8,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]" |
| 2026-07-30T23:58:10,heat2d_multiscale,soap,False,adam_soap,51,5.653963489430037e-06,1.7465501983489843e-06,7.400513687779022e-06,0.017091243772622916,0.009499214727622378,0.01955366191117918,0.026590458500245294,2171.7,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]" |
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