| 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 |
| 2026-06-27T01:47:32,ns2d_classic,continuous,False,ns2d_classic_continuous,42,0.0215800603999893,0.1269501971093092,0.1485302575092986,0.0944865122437477,0.2291712760925293,0.2478854065528388,0.323657788336277,3836.9,"[{""epochs"": 913, ""lr"": 0.005249602756827975, ""optimizer"": ""Adam""}, {""epochs"": 1093, ""lr"": 0.4282202038215175, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.00039806753700545594, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.8065788378526919, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.5811621218103028, ""optimizer"": ""LBFGS""}]" |
| 2026-06-27T01:47:32,ns2d_classic,continuous,False,ns2d_classic_continuous,43,0.0107969395370344,0.1114269683506998,0.1222239078877343,0.0668334439396858,0.2147032767534256,0.2248648622561942,0.2815367206931114,3921.4,"[{""epochs"": 913, ""lr"": 0.005249602756827975, ""optimizer"": ""Adam""}, {""epochs"": 1093, ""lr"": 0.4282202038215175, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.00039806753700545594, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.8065788378526919, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.5811621218103028, ""optimizer"": ""LBFGS""}]" |
| 2026-06-27T01:47:32,ns2d_classic,continuous,False,ns2d_classic_continuous,44,0.0174956822861125,0.122433435425151,0.1399291177112636,0.0850763693451881,0.2250575125217437,0.2406010651751851,0.3101338818669319,3732.7,"[{""epochs"": 913, ""lr"": 0.005249602756827975, ""optimizer"": ""Adam""}, {""epochs"": 1093, ""lr"": 0.4282202038215175, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.00039806753700545594, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.8065788378526919, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.5811621218103028, ""optimizer"": ""LBFGS""}]" |
| 2026-06-27T01:47:32,ns2d_classic,continuous,False,ns2d_classic_continuous,45,0.0397701392310454,0.149146903370422,0.1889170426014674,0.1282691061496734,0.2483994513750076,0.2795626066480296,0.3766685575246811,3856.8,"[{""epochs"": 913, ""lr"": 0.005249602756827975, ""optimizer"": ""Adam""}, {""epochs"": 1093, ""lr"": 0.4282202038215175, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.00039806753700545594, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.8065788378526919, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.5811621218103028, ""optimizer"": ""LBFGS""}]" |
| 2026-06-27T01:47:32,ns2d_classic,continuous,False,ns2d_classic_continuous,46,1.7849513324295572,2.125159380457845,3.910110712887402,0.8593235015869141,0.937646746635437,1.2718562426059066,1.796970248222351,3401.4,"[{""epochs"": 913, ""lr"": 0.005249602756827975, ""optimizer"": ""Adam""}, {""epochs"": 1093, ""lr"": 0.4282202038215175, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.00039806753700545594, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.8065788378526919, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.5811621218103028, ""optimizer"": ""LBFGS""}]" |
| 2026-06-27T01:47:32,ns2d_classic,continuous,False,ns2d_classic_continuous,47,2.6394616752899225,3.21651164062429,5.855973315914213,1.0449637174606323,1.153549075126648,1.5564782810995754,2.1985127925872803,2428.7,"[{""epochs"": 913, ""lr"": 0.005249602756827975, ""optimizer"": ""Adam""}, {""epochs"": 1093, ""lr"": 0.4282202038215175, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.00039806753700545594, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.8065788378526919, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.5811621218103028, ""optimizer"": ""LBFGS""}]" |
| 2026-06-27T01:47:32,ns2d_classic,continuous,False,ns2d_classic_continuous,48,0.0103675444398823,0.1110843568590667,0.121451901298949,0.0654909759759903,0.2143729329109192,0.2241535685620846,0.2798639088869095,4169.3,"[{""epochs"": 913, ""lr"": 0.005249602756827975, ""optimizer"": ""Adam""}, {""epochs"": 1093, ""lr"": 0.4282202038215175, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.00039806753700545594, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.8065788378526919, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.5811621218103028, ""optimizer"": ""LBFGS""}]" |
| 2026-06-27T01:47:32,ns2d_classic,continuous,False,ns2d_classic_continuous,49,0.0184423574413552,0.1225939119968302,0.1410362694381854,0.0873477533459663,0.2252049595117569,0.2415510376779198,0.3125527128577232,3838.6,"[{""epochs"": 913, ""lr"": 0.005249602756827975, ""optimizer"": ""Adam""}, {""epochs"": 1093, ""lr"": 0.4282202038215175, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.00039806753700545594, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.8065788378526919, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.5811621218103028, ""optimizer"": ""LBFGS""}]" |
| 2026-06-27T01:47:32,ns2d_classic,continuous,False,ns2d_classic_continuous,50,0.0113977793040618,0.112519540339818,0.1239173196438798,0.0686678811907768,0.2157533168792724,0.2264172512235725,0.2844211980700493,3700.2,"[{""epochs"": 913, ""lr"": 0.005249602756827975, ""optimizer"": ""Adam""}, {""epochs"": 1093, ""lr"": 0.4282202038215175, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.00039806753700545594, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.8065788378526919, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.5811621218103028, ""optimizer"": ""LBFGS""}]" |
| 2026-06-27T01:47:32,ns2d_classic,continuous,False,ns2d_classic_continuous,51,2.641807956829908,3.203274544862836,5.845082501692744,1.0454280376434326,1.1511729955673218,1.5550302400964553,2.1966010332107544,2305.6,"[{""epochs"": 913, ""lr"": 0.005249602756827975, ""optimizer"": ""Adam""}, {""epochs"": 1093, ""lr"": 0.4282202038215175, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.00039806753700545594, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.8065788378526919, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.5811621218103028, ""optimizer"": ""LBFGS""}]" |
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