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 2026-07-28T16:54:11,poisson3d_complexgeometry,soap,False,adam_soap,43,0.0004200079700834,0.0013186678657862,0.0017386758358696,0.070689857006073,0.125255286693573,0.1438260850062609,0.195945143699646,4105.8,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]" 2026-07-28T16:56:42,poisson3d_complexgeometry,soap,False,adam_soap,42,0.0001837379890385,0.0001657315973017,0.0003494695863403,0.0467549748718738,0.0444049090147018,0.0644811881084204,0.0911598838865757,4254.7,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]" 2026-07-28T18:02:58,poisson3d_complexgeometry,soap,False,adam_soap,44,0.0001646691134188,0.0001899384715141,0.0003546075849329,0.04426234588027,0.0475373342633247,0.0649534711288605,0.0917996801435947,4108.7,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]" 2026-08-11T07:32:01,poisson3d_complexgeometry,soap,False,adam_soap,45,0.0013659214148620813,0.0044746031968765365,0.005840524611738618,0.12747974693775177,0.2307308167219162,0.26360537867136874,0.35821056365966797,4092.2,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]" 2026-08-11T07:35:41,poisson3d_complexgeometry,soap,False,adam_soap,46,0.00021335974691230955,0.00029880955767808484,0.0005121693045903944,0.0503830648958683,0.05962461233139038,0.07806117872521441,0.11000767722725868,4314.5,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]" 2026-08-11T08:40:24,poisson3d_complexgeometry,soap,False,adam_soap,47,0.0001758649318981398,0.00015301755982631646,0.00032888249172445625,0.04574229568243027,0.04266767576336861,0.06255308281249479,0.08840997144579887,4089.5,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]" 2026-08-11T08:47:45,poisson3d_complexgeometry,soap,False,adam_soap,48,0.00023395596502998398,0.0003493767921848613,0.0005833327572148453,0.05275886133313179,0.06447262316942215,0.08330796232962932,0.11723148450255394,4307.9,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]" 2026-08-11T09:48:45,poisson3d_complexgeometry,soap,False,adam_soap,49,0.0002031549854843726,0.0002234249466158281,0.0004265799321002007,0.049163419753313065,0.05155777558684349,0.07124076126280353,0.10072119534015656,4087.7,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]" 2026-08-11T09:59:51,poisson3d_complexgeometry,soap,False,adam_soap,50,0.00017668304944798777,0.00021401188790364737,0.00039069493735163514,0.04584856703877449,0.050460003316402435,0.06817846459257017,0.09630857035517693,4309.7,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]" 2026-08-11T10:57:12,poisson3d_complexgeometry,soap,False,adam_soap,51,0.0002555951113721068,0.0006950406841134717,0.0009506357954855785,0.05514480546116829,0.09093549847602844,0.10634949201775186,0.14608030393719673,4091.2,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"