| 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 |
| 2026-06-27T06:34:53,grayscott,continuous,False,grayscott_continuous,42,0.0043541108990297,3.9521774567856946e-05,0.0043936326735976,0.0940820947289466,0.0089634554460644,0.0945081164880565,0.1030455501750111,8188.3,"[{""epochs"": 1500, ""lr"": 0.6702382640452342, ""optimizer"": ""LBFGS""}, {""epochs"": 1447, ""lr"": 0.008473150680901114, ""optimizer"": ""Adam""}, {""epochs"": 2495, ""lr"": 0.002015599433782934, ""optimizer"": ""Adam""}, {""epochs"": 1381, ""lr"": 0.5441296330087863, ""optimizer"": ""LBFGS""}, {""epochs"": 2027, ""lr"": 0.0007387376635121558, ""optimizer"": ""Adam""}]" |
| 2026-06-27T06:34:53,grayscott,continuous,False,grayscott_continuous,43,0.0043171716800128,7.561434522549565e-06,0.0043247331145353,0.093682162463665,0.0039206612855196,0.0937641677229862,0.0976028237491846,7072.9,"[{""epochs"": 1500, ""lr"": 0.6702382640452342, ""optimizer"": ""LBFGS""}, {""epochs"": 1447, ""lr"": 0.008473150680901114, ""optimizer"": ""Adam""}, {""epochs"": 2495, ""lr"": 0.002015599433782934, ""optimizer"": ""Adam""}, {""epochs"": 1381, ""lr"": 0.5441296330087863, ""optimizer"": ""LBFGS""}, {""epochs"": 2027, ""lr"": 0.0007387376635121558, ""optimizer"": ""Adam""}]" |
| 2026-06-27T06:34:53,grayscott,continuous,False,grayscott_continuous,44,0.0043243033304565,4.942256638732151e-06,0.0043292455870952,0.0937595069408416,0.0031697126105427,0.0938130706235712,0.0969292195513844,8149.0,"[{""epochs"": 1500, ""lr"": 0.6702382640452342, ""optimizer"": ""LBFGS""}, {""epochs"": 1447, ""lr"": 0.008473150680901114, ""optimizer"": ""Adam""}, {""epochs"": 2495, ""lr"": 0.002015599433782934, ""optimizer"": ""Adam""}, {""epochs"": 1381, ""lr"": 0.5441296330087863, ""optimizer"": ""LBFGS""}, {""epochs"": 2027, ""lr"": 0.0007387376635121558, ""optimizer"": ""Adam""}]" |
| 2026-06-27T06:34:53,grayscott,continuous,False,grayscott_continuous,45,0.004324082857579,1.2388053073783164e-05,0.0043364709106528,0.09375711530447,0.0050183250568807,0.0938913215190424,0.0987754403613507,7160.9,"[{""epochs"": 1500, ""lr"": 0.6702382640452342, ""optimizer"": ""LBFGS""}, {""epochs"": 1447, ""lr"": 0.008473150680901114, ""optimizer"": ""Adam""}, {""epochs"": 2495, ""lr"": 0.002015599433782934, ""optimizer"": ""Adam""}, {""epochs"": 1381, ""lr"": 0.5441296330087863, ""optimizer"": ""LBFGS""}, {""epochs"": 2027, ""lr"": 0.0007387376635121558, ""optimizer"": ""Adam""}]" |
| 2026-06-27T06:34:53,grayscott,continuous,False,grayscott_continuous,46,0.0043193180979699,6.675268672458887e-06,0.0043259933666424,0.0937054455280304,0.0036837623920291,0.0937778258810023,0.0973892079200595,4979.8,"[{""epochs"": 1500, ""lr"": 0.6702382640452342, ""optimizer"": ""LBFGS""}, {""epochs"": 1447, ""lr"": 0.008473150680901114, ""optimizer"": ""Adam""}, {""epochs"": 2495, ""lr"": 0.002015599433782934, ""optimizer"": ""Adam""}, {""epochs"": 1381, ""lr"": 0.5441296330087863, ""optimizer"": ""LBFGS""}, {""epochs"": 2027, ""lr"": 0.0007387376635121558, ""optimizer"": ""Adam""}]" |
| 2026-06-27T06:34:53,grayscott,continuous,False,grayscott_continuous,47,0.0589073746113379,0.0604429023328132,0.1193502769441512,0.3460525572299957,0.3505337834358215,0.4925711173985446,0.6965863406658173,6538.0,"[{""epochs"": 1500, ""lr"": 0.6702382640452342, ""optimizer"": ""LBFGS""}, {""epochs"": 1447, ""lr"": 0.008473150680901114, ""optimizer"": ""Adam""}, {""epochs"": 2495, ""lr"": 0.002015599433782934, ""optimizer"": ""Adam""}, {""epochs"": 1381, ""lr"": 0.5441296330087863, ""optimizer"": ""LBFGS""}, {""epochs"": 2027, ""lr"": 0.0007387376635121558, ""optimizer"": ""Adam""}]" |
| 2026-06-27T06:34:53,grayscott,continuous,False,grayscott_continuous,48,0.0043438605188586,0.0002002707929076,0.0045441313117662,0.0939712896943092,0.0201774388551712,0.0961131225461224,0.1141487285494804,8019.2,"[{""epochs"": 1500, ""lr"": 0.6702382640452342, ""optimizer"": ""LBFGS""}, {""epochs"": 1447, ""lr"": 0.008473150680901114, ""optimizer"": ""Adam""}, {""epochs"": 2495, ""lr"": 0.002015599433782934, ""optimizer"": ""Adam""}, {""epochs"": 1381, ""lr"": 0.5441296330087863, ""optimizer"": ""LBFGS""}, {""epochs"": 2027, ""lr"": 0.0007387376635121558, ""optimizer"": ""Adam""}]" |
| 2026-06-27T06:34:53,grayscott,continuous,False,grayscott_continuous,49,0.0592280050816038,0.061205256240058,0.1204332613216618,0.3469930589199066,0.3527374863624573,0.4948008864421107,0.6997305452823639,6856.3,"[{""epochs"": 1500, ""lr"": 0.6702382640452342, ""optimizer"": ""LBFGS""}, {""epochs"": 1447, ""lr"": 0.008473150680901114, ""optimizer"": ""Adam""}, {""epochs"": 2495, ""lr"": 0.002015599433782934, ""optimizer"": ""Adam""}, {""epochs"": 1381, ""lr"": 0.5441296330087863, ""optimizer"": ""LBFGS""}, {""epochs"": 2027, ""lr"": 0.0007387376635121558, ""optimizer"": ""Adam""}]" |
| 2026-06-27T06:34:53,grayscott,continuous,False,grayscott_continuous,50,0.0043219861964921,6.177799122282024e-06,0.0043281639956143,0.0937343835830688,0.0035438402555882,0.0938013511067671,0.0972782238386571,6448.2,"[{""epochs"": 1500, ""lr"": 0.6702382640452342, ""optimizer"": ""LBFGS""}, {""epochs"": 1447, ""lr"": 0.008473150680901114, ""optimizer"": ""Adam""}, {""epochs"": 2495, ""lr"": 0.002015599433782934, ""optimizer"": ""Adam""}, {""epochs"": 1381, ""lr"": 0.5441296330087863, ""optimizer"": ""LBFGS""}, {""epochs"": 2027, ""lr"": 0.0007387376635121558, ""optimizer"": ""Adam""}]" |
| 2026-06-27T06:34:53,grayscott,continuous,False,grayscott_continuous,51,0.0043211202475018,3.990861879989464e-06,0.0043251111093817,0.0937249958515167,0.0028483318164944,0.0937682667084322,0.0965733276680111,4946.9,"[{""epochs"": 1500, ""lr"": 0.6702382640452342, ""optimizer"": ""LBFGS""}, {""epochs"": 1447, ""lr"": 0.008473150680901114, ""optimizer"": ""Adam""}, {""epochs"": 2495, ""lr"": 0.002015599433782934, ""optimizer"": ""Adam""}, {""epochs"": 1381, ""lr"": 0.5441296330087863, ""optimizer"": ""LBFGS""}, {""epochs"": 2027, ""lr"": 0.0007387376635121558, ""optimizer"": ""Adam""}]" |
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