| 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 |
| 2026-06-27T01:14:35,wave2d_heterogeneous,continuous,False,wave2d_heterogeneous_continuous,42,0.0315617320405589,0.0599674878100874,0.0915292198506464,0.8232087808155368,1.134716859990432,1.401875546957842,1.9579256408059689,2967.2,"[{""epochs"": 237, ""lr"": 0.0006174307831705594, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.0001737935825201077, ""optimizer"": ""PSO""}, {""epochs"": 1316, ""lr"": 0.0036594251522910786, ""optimizer"": ""Adam""}, {""epochs"": 514, ""lr"": 0.005136326198058822, ""optimizer"": ""Adam""}, {""epochs"": 571, ""lr"": 0.0036090045962815713, ""optimizer"": ""Adam""}]" |
| 2026-06-27T01:14:35,wave2d_heterogeneous,continuous,False,wave2d_heterogeneous_continuous,43,0.0369724860570375,0.0651453631785183,0.1021178492355558,0.8909819520625699,1.1826911167659977,1.480745459752766,2.0736730688285676,2983.8,"[{""epochs"": 237, ""lr"": 0.0006174307831705594, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.0001737935825201077, ""optimizer"": ""PSO""}, {""epochs"": 1316, ""lr"": 0.0036594251522910786, ""optimizer"": ""Adam""}, {""epochs"": 514, ""lr"": 0.005136326198058822, ""optimizer"": ""Adam""}, {""epochs"": 571, ""lr"": 0.0036090045962815713, ""optimizer"": ""Adam""}]" |
| 2026-06-27T01:14:35,wave2d_heterogeneous,continuous,False,wave2d_heterogeneous_continuous,44,0.0418221968933699,0.0698470403603749,0.1116692372537448,0.9476173446120842,1.2246263060939964,1.5484470353832205,2.1722436507060805,3005.0,"[{""epochs"": 237, ""lr"": 0.0006174307831705594, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.0001737935825201077, ""optimizer"": ""PSO""}, {""epochs"": 1316, ""lr"": 0.0036594251522910786, ""optimizer"": ""Adam""}, {""epochs"": 514, ""lr"": 0.005136326198058822, ""optimizer"": ""Adam""}, {""epochs"": 571, ""lr"": 0.0036090045962815713, ""optimizer"": ""Adam""}]" |
| 2026-06-27T01:14:35,wave2d_heterogeneous,continuous,False,wave2d_heterogeneous_continuous,45,0.0321053893300522,0.0605694964094628,0.092674885739515,0.8302684792366386,1.1403983005924867,1.4106218598930589,1.9706667798291253,3020.9,"[{""epochs"": 237, ""lr"": 0.0006174307831705594, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.0001737935825201077, ""optimizer"": ""PSO""}, {""epochs"": 1316, ""lr"": 0.0036594251522910786, ""optimizer"": ""Adam""}, {""epochs"": 514, ""lr"": 0.005136326198058822, ""optimizer"": ""Adam""}, {""epochs"": 571, ""lr"": 0.0036090045962815713, ""optimizer"": ""Adam""}]" |
| 2026-06-27T01:14:35,wave2d_heterogeneous,continuous,False,wave2d_heterogeneous_continuous,46,0.0320497028832117,0.0604041985484291,0.0924539014316409,0.829548120936999,1.1388411290995597,1.4089390342661623,1.9683892500365587,3131.9,"[{""epochs"": 237, ""lr"": 0.0006174307831705594, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.0001737935825201077, ""optimizer"": ""PSO""}, {""epochs"": 1316, ""lr"": 0.0036594251522910786, ""optimizer"": ""Adam""}, {""epochs"": 514, ""lr"": 0.005136326198058822, ""optimizer"": ""Adam""}, {""epochs"": 571, ""lr"": 0.0036090045962815713, ""optimizer"": ""Adam""}]" |
| 2026-06-27T01:14:35,wave2d_heterogeneous,continuous,False,wave2d_heterogeneous_continuous,47,0.0308716330593435,0.059411231457608,0.0902828645169516,0.8141592882089048,1.1294418014101577,1.3922981467162314,1.9436010896190623,3164.4,"[{""epochs"": 237, ""lr"": 0.0006174307831705594, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.0001737935825201077, ""optimizer"": ""PSO""}, {""epochs"": 1316, ""lr"": 0.0036594251522910786, ""optimizer"": ""Adam""}, {""epochs"": 514, ""lr"": 0.005136326198058822, ""optimizer"": ""Adam""}, {""epochs"": 571, ""lr"": 0.0036090045962815713, ""optimizer"": ""Adam""}]" |
| 2026-06-27T01:14:35,wave2d_heterogeneous,continuous,False,wave2d_heterogeneous_continuous,48,0.035771664488714,0.0640789384459221,0.0998506029346362,0.8763935132546192,1.17297089012428,1.4642152502804089,2.049364403378899,3239.0,"[{""epochs"": 237, ""lr"": 0.0006174307831705594, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.0001737935825201077, ""optimizer"": ""PSO""}, {""epochs"": 1316, ""lr"": 0.0036594251522910786, ""optimizer"": ""Adam""}, {""epochs"": 514, ""lr"": 0.005136326198058822, ""optimizer"": ""Adam""}, {""epochs"": 571, ""lr"": 0.0036090045962815713, ""optimizer"": ""Adam""}]" |
| 2026-06-27T01:14:35,wave2d_heterogeneous,continuous,False,wave2d_heterogeneous_continuous,49,0.0379906339754249,0.0664000316281423,0.1043906656035673,0.9031665624797158,1.194025833568546,1.4971331039057576,2.0971923960482615,3250.4,"[{""epochs"": 237, ""lr"": 0.0006174307831705594, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.0001737935825201077, ""optimizer"": ""PSO""}, {""epochs"": 1316, ""lr"": 0.0036594251522910786, ""optimizer"": ""Adam""}, {""epochs"": 514, ""lr"": 0.005136326198058822, ""optimizer"": ""Adam""}, {""epochs"": 571, ""lr"": 0.0036090045962815713, ""optimizer"": ""Adam""}]" |
| 2026-06-27T01:14:35,wave2d_heterogeneous,continuous,False,wave2d_heterogeneous_continuous,50,0.0422716107212022,0.0702346077245881,0.1125062184457903,0.9526952026500274,1.2280192101259009,1.5542391481334583,2.180714412775928,3217.7,"[{""epochs"": 237, ""lr"": 0.0006174307831705594, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.0001737935825201077, ""optimizer"": ""PSO""}, {""epochs"": 1316, ""lr"": 0.0036594251522910786, ""optimizer"": ""Adam""}, {""epochs"": 514, ""lr"": 0.005136326198058822, ""optimizer"": ""Adam""}, {""epochs"": 571, ""lr"": 0.0036090045962815713, ""optimizer"": ""Adam""}]" |
| 2026-06-27T01:14:35,wave2d_heterogeneous,continuous,False,wave2d_heterogeneous_continuous,51,0.0349491671232953,0.0634089143305598,0.0983580814538551,0.8662594698155134,1.166822348571203,1.4532308358173085,2.0330818183867163,3250.1,"[{""epochs"": 237, ""lr"": 0.0006174307831705594, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.0001737935825201077, ""optimizer"": ""PSO""}, {""epochs"": 1316, ""lr"": 0.0036594251522910786, ""optimizer"": ""Adam""}, {""epochs"": 514, ""lr"": 0.005136326198058822, ""optimizer"": ""Adam""}, {""epochs"": 571, ""lr"": 0.0036090045962815713, ""optimizer"": ""Adam""}]" |
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