| 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 |
| 2026-06-27T02:10:09,grayscott,fixed,False,grayscott_fixed,42,0.0493609767284306,0.0507245494574013,0.100085526185832,0.3167737126350403,0.3211192488670349,0.4510689049463682,0.6378929615020752,4062.6,"[{""epochs"": 500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 1000, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 1000, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}]" |
| 2026-06-27T02:10:09,grayscott,fixed,False,grayscott_fixed,43,0.0043205227541048,4.198679623510643e-06,0.0043247214337283,0.0937185138463974,0.0029215519316494,0.0937640405660224,0.0966400657780468,3460.9,"[{""epochs"": 500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 1000, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 1000, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}]" |
| 2026-06-27T02:10:09,grayscott,fixed,False,grayscott_fixed,44,0.0043714345145107,0.0001232944268631,0.0044947289413738,0.094269074499607,0.0158317517489194,0.0955892398256826,0.1101008262485265,3732.3,"[{""epochs"": 500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 1000, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 1000, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}]" |
| 2026-06-27T02:10:09,grayscott,fixed,False,grayscott_fixed,45,0.0043147272543961,2.079630771942135e-05,0.0043355235621156,0.0936556383967399,0.0065020509064197,0.0938810698143697,0.1001576893031597,3447.1,"[{""epochs"": 500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 1000, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 1000, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}]" |
| 2026-06-27T02:10:09,grayscott,fixed,False,grayscott_fixed,46,0.0613946380307928,0.0637160862121399,0.1251107242429328,0.3532827794551849,0.3598999381065368,0.5043180422200557,0.7131827175617218,3466.6,"[{""epochs"": 500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 1000, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 1000, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}]" |
| 2026-06-27T02:10:09,grayscott,fixed,False,grayscott_fixed,47,0.0311155794425934,0.0309455639528302,0.0620611433954236,0.2515047490596771,0.2508167028427124,0.3551952381781893,0.5023214519023895,3841.7,"[{""epochs"": 500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 1000, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 1000, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}]" |
| 2026-06-27T02:10:09,grayscott,fixed,False,grayscott_fixed,48,0.0043192524833133,7.367010261376478e-06,0.0043266194935747,0.0937047377228736,0.0038699279539287,0.0937846160843084,0.0975746656768024,3597.8,"[{""epochs"": 500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 1000, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 1000, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}]" |
| 2026-06-27T02:10:09,grayscott,fixed,False,grayscott_fixed,49,0.0042742014199519,2.711871051511508e-05,0.0043013201304671,0.0932147726416587,0.0074249198660254,0.09351001696959,0.1006396925076842,3593.7,"[{""epochs"": 500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 1000, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 1000, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}]" |
| 2026-06-27T02:10:09,grayscott,fixed,False,grayscott_fixed,50,0.0349086056688499,0.035027415463068,0.0699360211319179,0.2663934230804443,0.2668463587760925,0.3770576017700421,0.5332397818565369,3603.2,"[{""epochs"": 500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 1000, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 1000, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}]" |
| 2026-06-27T02:10:09,grayscott,fixed,False,grayscott_fixed,51,0.0043161417455084,6.964051024846657e-06,0.0043231057965333,0.0936709865927696,0.0037626014091074,0.093746524728262,0.097433588001877,3858.4,"[{""epochs"": 500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 1000, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 1000, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}]" |
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