| 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 |
| 2026-06-27T01:28:17,wave2d_heterogeneous,fixed,False,wave2d_heterogeneous_fixed,42,0.0297839517761529,0.0585151739951354,0.0882991257712884,0.79968829636412,1.12089215710021,1.3769170632941223,1.9205804534643296,3330.5,"[{""epochs"": 300, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 200, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}]" |
| 2026-06-27T01:28:17,wave2d_heterogeneous,fixed,False,wave2d_heterogeneous_fixed,43,0.0292578320543729,0.0580759293179039,0.0873337613722769,0.792593764565632,1.116677238866149,1.3693695379370927,1.909271003431781,3305.9,"[{""epochs"": 300, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 200, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}]" |
| 2026-06-27T01:28:17,wave2d_heterogeneous,fixed,False,wave2d_heterogeneous_fixed,44,0.0296454957903229,0.0582368864924852,0.0878823822828082,0.7978273846638699,1.118223601123757,1.3736639173501553,1.916050985787627,3329.5,"[{""epochs"": 300, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 200, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}]" |
| 2026-06-27T01:28:17,wave2d_heterogeneous,fixed,False,wave2d_heterogeneous_fixed,45,0.0305813960076961,0.0595058887007561,0.0900872847084523,0.8103231256741503,1.1303411877283889,1.3907892610591834,1.9406643134025392,3299.9,"[{""epochs"": 300, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 200, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}]" |
| 2026-06-27T01:28:17,wave2d_heterogeneous,fixed,False,wave2d_heterogeneous_fixed,46,0.0292031318489989,0.0579379476343575,0.0871410794833564,0.7918525045050303,1.1153499020869857,1.367858104108879,1.907202406592016,3310.6,"[{""epochs"": 300, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 200, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}]" |
| 2026-06-27T01:28:17,wave2d_heterogeneous,fixed,False,wave2d_heterogeneous_fixed,47,0.029353121717112,0.0580869345982027,0.0874400563153147,0.793883412364401,1.1167830379813284,1.370202622370192,1.9106664503457296,3296.9,"[{""epochs"": 300, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 200, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}]" |
| 2026-06-27T01:28:17,wave2d_heterogeneous,fixed,False,wave2d_heterogeneous_fixed,48,0.0307393818583646,0.05948162854019,0.0902210103985547,0.8124135252463585,1.1301107478942296,1.3918211230288433,1.942524273140588,3280.9,"[{""epochs"": 300, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 200, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}]" |
| 2026-06-27T01:28:17,wave2d_heterogeneous,fixed,False,wave2d_heterogeneous_fixed,49,0.0289909146120009,0.0576353622681115,0.0866262768801124,0.7889700883594566,1.1124335893180808,1.3638116772373805,1.9014036776775376,3274.1,"[{""epochs"": 300, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 200, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}]" |
| 2026-06-27T01:28:17,wave2d_heterogeneous,fixed,False,wave2d_heterogeneous_fixed,50,0.0342563761382053,0.0632086176430712,0.0974649937812765,0.8576306418722122,1.164978006117836,1.446618150244366,2.022608647990048,3292.7,"[{""epochs"": 300, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 200, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}]" |
| 2026-06-27T01:28:17,wave2d_heterogeneous,fixed,False,wave2d_heterogeneous_fixed,51,0.0317665513316257,0.0606284073629562,0.092394958694582,0.8258755605781942,1.1409527514925708,1.4084898376271,1.966828312070765,3282.3,"[{""epochs"": 300, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 200, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}]" |
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