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
2026-07-28T20:02:12,poissonboltzmann2d,soap,False,adam_soap,44,3.256266248602446e-05,4.889490380666217e-05,8.145756629268663e-05,0.0101675055921077,0.0124590881168842,0.0160812638393202,0.022626593708992,2255.1,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
2026-07-28T20:02:28,poissonboltzmann2d,soap,False,adam_soap,42,1.7068758601857838e-05,2.0062078146285828e-05,3.713083674814367e-05,0.0073613156564533,0.0079807266592979,0.0108573001342126,0.0153420423157513,2272.6,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
2026-07-28T20:02:44,poissonboltzmann2d,soap,False,adam_soap,43,1.895779123270284e-05,3.098855211620803e-05,4.994634334891087e-05,0.0077579743228852,0.0099187083542346,0.0125923365985393,0.0176766826771199,2287.8,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
2026-07-30T07:42:41,poissonboltzmann2d,soap,False,adam_soap,48,1.2648335874048712e-05,1.2300652229572245e-05,2.4948988103620957e-05,0.006336817052215338,0.006249115336686373,0.008899814202805355,0.01258593238890171,1593.8,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
2026-07-30T07:42:53,poissonboltzmann2d,soap,False,adam_soap,47,3.061878859781362e-05,0.0001132649796381233,0.00014388376823593692,0.009859354235231876,0.018962793052196503,0.021372748683223145,0.02882214728742838,1606.6,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
2026-07-30T07:43:04,poissonboltzmann2d,soap,False,adam_soap,45,2.4199144556539404e-05,5.964423117569618e-05,8.384337573223558e-05,0.008765051141381264,0.01376064121723175,0.016315065682381003,0.022525692358613014,1616.5,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
2026-07-30T07:43:11,poissonboltzmann2d,soap,False,adam_soap,46,2.1940316631327084e-05,6.156562980798395e-05,8.350594643931103e-05,0.008345952257514,0.013980529271066189,0.01628220248565413,0.02232648152858019,1625.9,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
2026-07-30T08:03:17,poissonboltzmann2d,soap,False,adam_soap,49,1.625071579834745e-05,5.992759473214351e-05,7.617831053049096e-05,0.007182749453932047,0.013793290592730045,0.01555142292825503,0.020976040046662092,1214.2,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
2026-07-30T08:03:24,poissonboltzmann2d,soap,False,adam_soap,50,1.315932573789678e-05,1.9665747431008018e-05,3.28250731689048e-05,0.006463552359491587,0.007901502773165703,0.010208391409925197,0.01436505513265729,1211.3,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
2026-07-30T08:03:31,poissonboltzmann2d,soap,False,adam_soap,51,1.3313364802682948e-05,3.438818294387879e-05,4.770154774656174e-05,0.006501272786408663,0.010448623448610306,0.012306107419251101,0.01694989623501897,1207.3,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"