| 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 |
| 2026-08-13T16:05:16,heat2d_longtime,boost,False,fnet31,42,0.4327592123362074,1.6201697246826142e-05,0.4327754140334542,1.0000123819960856,0.0061187466700969,1.000031101119509,1.0061311286661825,4609.2,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 31000, ""precondition_frequency"": 2}]" |
| 2026-08-13T16:05:22,heat2d_longtime,boost,False,fnet31,43,0.4327906381274383,2.181827211136737e-05,0.4328124563995497,1.000048690419972,0.0071005565978172,1.0000738978269057,1.0071492470177894,4616.5,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 31000, ""precondition_frequency"": 2}]" |
| 2026-08-13T17:24:38,heat2d_longtime,boost,False,fnet31,44,0.4327718622513288,8.791885499365904e-06,0.4327806541368282,1.0000269974900486,0.0045073701918299,1.0000371553572436,1.0045343676818783,4746.7,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 31000, ""precondition_frequency"": 2}]" |
| 2026-08-13T17:16:41,heat2d_longtime,boost,False,soap62,43,0.4327722607001029,1.6642305428311312e-05,0.4327889030055312,1.0000274578474266,0.0062013888010269,1.0000466857461443,1.0062288466484537,8919.8,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 62000}]" |
| 2026-08-13T17:20:07,heat2d_longtime,boost,False,soap62,42,0.4327615032793738,2.017928634363824e-05,0.4327816825657175,1.0000150289281848,0.0068286541571222,1.0000383435648037,1.0068436830853071,9128.3,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 62000}]" |
| 2026-08-13T19:44:19,heat2d_longtime,boost,False,soap62,44,0.4327776236387309,1.4357005586873346e-05,0.4327919806443178,1.000033654026982,0.0057598894924742,1.0000502414946577,1.0057935435194565,8844.0,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 62000}]" |
| 2026-08-13T17:40:51,heat2d_longtime,boost,False,boost62,43,0.4327747843520708,1.9112114757658416e-05,0.4327938964668285,1.0000303736045255,0.0066456365924224,1.0000524549329028,1.006676010196948,10368.3,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 31000}, {""boost_net"": {""hidden"": ""64*3"", ""eps"": ""auto""}}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": ""rest:62000""}]" |
| 2026-08-13T17:43:17,heat2d_longtime,boost,False,boost62,42,0.4327601330688651,1.71749032525615e-05,0.4327773079721176,1.0000134458019412,0.0062998377750505,1.0000332893162427,1.0063132835769917,10516.7,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 31000}, {""boost_net"": {""hidden"": ""64*3"", ""eps"": ""auto""}}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": ""rest:62000""}]" |
| 2026-08-13T20:33:53,heat2d_longtime,boost,False,boost62,44,0.4327771547670048,1.5279940027002687e-05,0.4327924347070317,1.0000331123080868,0.0059421422110217,1.000050766094729,1.0059752545191083,10367.9,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 31000}, {""boost_net"": {""hidden"": ""64*3"", ""eps"": ""auto""}}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": ""rest:62000""}]" |
| 2026-08-13T17:57:44,heat2d_longtime,boost,False,boost62f,42,0.43276891281438573,1.2029819166580196e-05,0.4327809426335523,1.0000235897805219,0.005272441455418505,1.0000374886755108,1.0052960312359405,11379.9,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 31000}, {""boost_net"": {""hidden"": ""64*3"", ""eps"": ""auto"", ""type"": ""fourier"", ""sigmas"": [1, 10], ""n_feats"": 64}}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": ""rest:62000""}]" |
| 2026-08-13T17:58:21,heat2d_longtime,boost,False,boost62f,43,0.43276642356677414,9.194562862849727e-06,0.432775618129637,1.0000207137538037,0.004609435685851861,1.000031336926003,1.0046301494396557,11415.8,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 31000}, {""boost_net"": {""hidden"": ""64*3"", ""eps"": ""auto"", ""type"": ""fourier"", ""sigmas"": [1, 10], ""n_feats"": 64}}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": ""rest:62000""}]" |
| 2026-08-13T21:07:27,heat2d_longtime,boost,False,boost62f,44,0.4327680120603208,8.017243165327466e-06,0.43277602930348613,1.000022549068313,0.0043042228091875875,1.0000318119835376,1.0043267718775006,11367.5,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 31000}, {""boost_net"": {""hidden"": ""64*3"", ""eps"": ""auto"", ""type"": ""fourier"", ""sigmas"": [1, 10], ""n_feats"": 64}}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": ""rest:62000""}]" |
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