| 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 |
| 2026-06-27T00:52:15,ns2d_backstep,continuous,False,ns2d_backstep_continuous,42,0.0010509345466359,0.0006482943633147,0.0016992289099506,0.1466494351625442,0.1151804253458976,0.1864740926143767,0.2618298605084419,2655.2,"[{""epochs"": 1612, ""lr"": 0.007935838720887347, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.00019436122518362432, ""optimizer"": ""PSO""}, {""epochs"": 211, ""lr"": 0.000576322868305407, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.7530360450326978, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.5376811483381111, ""optimizer"": ""LBFGS""}]" |
| 2026-06-27T00:52:15,ns2d_backstep,continuous,False,ns2d_backstep_continuous,43,0.0006391857968543,0.00051679433276,0.0011559801296144,0.1143684163689613,0.1028374806046485,0.1538040379179154,0.2172058969736099,3199.3,"[{""epochs"": 1612, ""lr"": 0.007935838720887347, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.00019436122518362432, ""optimizer"": ""PSO""}, {""epochs"": 211, ""lr"": 0.000576322868305407, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.7530360450326978, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.5376811483381111, ""optimizer"": ""LBFGS""}]" |
| 2026-06-27T00:52:15,ns2d_backstep,continuous,False,ns2d_backstep_continuous,44,0.0006963050525969,0.0005617409781733,0.0012580460307702,0.1193692088127136,0.1072162464261055,0.1604504020259114,0.2265854552388191,3114.7,"[{""epochs"": 1612, ""lr"": 0.007935838720887347, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.00019436122518362432, ""optimizer"": ""PSO""}, {""epochs"": 211, ""lr"": 0.000576322868305407, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.7530360450326978, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.5376811483381111, ""optimizer"": ""LBFGS""}]" |
| 2026-06-27T00:52:15,ns2d_backstep,continuous,False,ns2d_backstep_continuous,45,0.0005965364932323,0.0004950601134999,0.0010915966067322,0.1104869693517685,0.1006517931818962,0.1494595392314248,0.2111387625336647,3182.0,"[{""epochs"": 1612, ""lr"": 0.007935838720887347, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.00019436122518362432, ""optimizer"": ""PSO""}, {""epochs"": 211, ""lr"": 0.000576322868305407, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.7530360450326978, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.5376811483381111, ""optimizer"": ""LBFGS""}]" |
| 2026-06-27T00:52:15,ns2d_backstep,continuous,False,ns2d_backstep_continuous,46,0.0008036399816484,0.0006378689462929,0.0014415089279413,0.1282399445772171,0.1142505407333374,0.1717517669284007,0.2424904853105545,3063.9,"[{""epochs"": 1612, ""lr"": 0.007935838720887347, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.00019436122518362432, ""optimizer"": ""PSO""}, {""epochs"": 211, ""lr"": 0.000576322868305407, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.7530360450326978, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.5376811483381111, ""optimizer"": ""LBFGS""}]" |
| 2026-06-27T00:52:15,ns2d_backstep,continuous,False,ns2d_backstep_continuous,47,0.0013720087110924,0.0007297387040557,0.0021017474151481,0.1675602346658706,0.1222014129161834,0.2073876022330968,0.2897616475820541,2539.3,"[{""epochs"": 1612, ""lr"": 0.007935838720887347, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.00019436122518362432, ""optimizer"": ""PSO""}, {""epochs"": 211, ""lr"": 0.000576322868305407, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.7530360450326978, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.5376811483381111, ""optimizer"": ""LBFGS""}]" |
| 2026-06-27T00:52:15,ns2d_backstep,continuous,False,ns2d_backstep_continuous,48,0.0004806188270569,0.0004299921838781,0.000910611010935,0.0991728827357292,0.0938043147325515,0.1365082786227937,0.1929771974682808,3215.9,"[{""epochs"": 1612, ""lr"": 0.007935838720887347, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.00019436122518362432, ""optimizer"": ""PSO""}, {""epochs"": 211, ""lr"": 0.000576322868305407, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.7530360450326978, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.5376811483381111, ""optimizer"": ""LBFGS""}]" |
| 2026-06-27T00:52:15,ns2d_backstep,continuous,False,ns2d_backstep_continuous,49,0.0005468746658896,0.0004583603264557,0.0010052349923454,0.1057880073785781,0.0968492031097412,0.1434254881397375,0.2026372104883194,3192.2,"[{""epochs"": 1612, ""lr"": 0.007935838720887347, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.00019436122518362432, ""optimizer"": ""PSO""}, {""epochs"": 211, ""lr"": 0.000576322868305407, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.7530360450326978, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.5376811483381111, ""optimizer"": ""LBFGS""}]" |
| 2026-06-27T00:52:15,ns2d_backstep,continuous,False,ns2d_backstep_continuous,50,0.0008668814455856,0.0006197350249115,0.0014866164704972,0.133190244436264,0.1126148253679275,0.174418290628135,0.2458050698041916,2461.9,"[{""epochs"": 1612, ""lr"": 0.007935838720887347, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.00019436122518362432, ""optimizer"": ""PSO""}, {""epochs"": 211, ""lr"": 0.000576322868305407, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.7530360450326978, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.5376811483381111, ""optimizer"": ""LBFGS""}]" |
| 2026-06-27T00:52:15,ns2d_backstep,continuous,False,ns2d_backstep_continuous,51,0.0008269810308454,0.0006031490803816,0.0014301301112271,0.1300889253616333,0.1110976487398147,0.1710725461821967,0.241186574101448,2462.7,"[{""epochs"": 1612, ""lr"": 0.007935838720887347, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.00019436122518362432, ""optimizer"": ""PSO""}, {""epochs"": 211, ""lr"": 0.000576322868305407, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.7530360450326978, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.5376811483381111, ""optimizer"": ""LBFGS""}]" |
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