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68befc5 | 1 2 3 4 5 6 7 8 9 10 11 12 | 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
2026-06-27T05:59:14,heatnd,continuous,False,heatnd_continuous,42,2.823042766480485e-07,2.3358663886669914e-07,5.158909155147476e-07,0.0002044414868578,0.0001859663170762,0.0002763689429648,0.000390407803934,6618.3,"[{""epochs"": 2091, ""lr"": 0.00213816199111207, ""optimizer"": ""Adam""}, {""epochs"": 1711, ""lr"": 0.00889149280479083, ""optimizer"": ""Adam""}, {""epochs"": 2204, ""lr"": 0.0010398482255409933, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.0008375510481968578, ""optimizer"": ""PSO""}, {""epochs"": 993, ""lr"": 0.8694035019785588, ""optimizer"": ""LBFGS""}]"
2026-06-27T05:59:14,heatnd,continuous,False,heatnd_continuous,43,1.314732063639107e-07,2.190740842504454e-07,3.505472906143561e-07,0.0001385880459565,0.0001788968220353,0.0002262978555275,0.0003174848679918,6398.2,"[{""epochs"": 2091, ""lr"": 0.00213816199111207, ""optimizer"": ""Adam""}, {""epochs"": 1711, ""lr"": 0.00889149280479083, ""optimizer"": ""Adam""}, {""epochs"": 2204, ""lr"": 0.0010398482255409933, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.0008375510481968578, ""optimizer"": ""PSO""}, {""epochs"": 993, ""lr"": 0.8694035019785588, ""optimizer"": ""LBFGS""}]"
2026-06-27T05:59:14,heatnd,continuous,False,heatnd_continuous,44,2.0284298418560618e-07,1.9463446708121732e-07,3.974774512668235e-07,0.0001733773533487,0.0001698330743238,0.0002426993609148,0.0003432104276726,6659.6,"[{""epochs"": 2091, ""lr"": 0.00213816199111207, ""optimizer"": ""Adam""}, {""epochs"": 1711, ""lr"": 0.00889149280479083, ""optimizer"": ""Adam""}, {""epochs"": 2204, ""lr"": 0.0010398482255409933, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.0008375510481968578, ""optimizer"": ""PSO""}, {""epochs"": 993, ""lr"": 0.8694035019785588, ""optimizer"": ""LBFGS""}]"
2026-06-27T05:59:14,heatnd,continuous,False,heatnd_continuous,45,2.4049410975365284e-07,3.280094199201569e-07,5.685035296738098e-07,0.0001887809048639,0.0002204697520937,0.0002902501363126,0.0004092506569577,6530.7,"[{""epochs"": 2091, ""lr"": 0.00213816199111207, ""optimizer"": ""Adam""}, {""epochs"": 1711, ""lr"": 0.00889149280479083, ""optimizer"": ""Adam""}, {""epochs"": 2204, ""lr"": 0.0010398482255409933, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.0008375510481968578, ""optimizer"": ""PSO""}, {""epochs"": 993, ""lr"": 0.8694035019785588, ""optimizer"": ""LBFGS""}]"
2026-06-27T05:59:14,heatnd,continuous,False,heatnd_continuous,46,1.4713141843794068e-07,2.1233155885432673e-07,3.594629772922674e-07,0.0001475770404795,0.0001772855612216,0.0002306710928884,0.0003248626017011,6402.6,"[{""epochs"": 2091, ""lr"": 0.00213816199111207, ""optimizer"": ""Adam""}, {""epochs"": 1711, ""lr"": 0.00889149280479083, ""optimizer"": ""Adam""}, {""epochs"": 2204, ""lr"": 0.0010398482255409933, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.0008375510481968578, ""optimizer"": ""PSO""}, {""epochs"": 993, ""lr"": 0.8694035019785588, ""optimizer"": ""LBFGS""}]"
2026-06-27T05:59:14,heatnd,continuous,False,heatnd_continuous,47,2.773333628299326e-07,1.739792839356977e-07,4.513126467656303e-07,0.000203109535505,0.0001608710881555,0.0002591003481614,0.0003639806236606,6351.7,"[{""epochs"": 2091, ""lr"": 0.00213816199111207, ""optimizer"": ""Adam""}, {""epochs"": 1711, ""lr"": 0.00889149280479083, ""optimizer"": ""Adam""}, {""epochs"": 2204, ""lr"": 0.0010398482255409933, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.0008375510481968578, ""optimizer"": ""PSO""}, {""epochs"": 993, ""lr"": 0.8694035019785588, ""optimizer"": ""LBFGS""}]"
2026-06-27T05:59:14,heatnd,continuous,False,heatnd_continuous,48,4.490496635889138e-07,4.507789627986027e-07,8.998286263875164e-07,0.0002586430637165,0.0002591405936982,0.0003661285043682,0.0005177836574148,6429.2,"[{""epochs"": 2091, ""lr"": 0.00213816199111207, ""optimizer"": ""Adam""}, {""epochs"": 1711, ""lr"": 0.00889149280479083, ""optimizer"": ""Adam""}, {""epochs"": 2204, ""lr"": 0.0010398482255409933, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.0008375510481968578, ""optimizer"": ""PSO""}, {""epochs"": 993, ""lr"": 0.8694035019785588, ""optimizer"": ""LBFGS""}]"
2026-06-27T05:59:14,heatnd,continuous,False,heatnd_continuous,49,2.1049220670200466e-07,1.871914670981281e-07,3.976836738001327e-07,0.0001762875908752,0.0001662442955421,0.0002423107106523,0.0003425318864174,6632.8,"[{""epochs"": 2091, ""lr"": 0.00213816199111207, ""optimizer"": ""Adam""}, {""epochs"": 1711, ""lr"": 0.00889149280479083, ""optimizer"": ""Adam""}, {""epochs"": 2204, ""lr"": 0.0010398482255409933, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.0008375510481968578, ""optimizer"": ""PSO""}, {""epochs"": 993, ""lr"": 0.8694035019785588, ""optimizer"": ""LBFGS""}]"
2026-06-27T05:59:14,heatnd,continuous,False,heatnd_continuous,50,1.155657836837905e-07,1.21526123887713e-07,2.370919075715035e-07,0.0001309592771576,0.0001342939503956,0.0001875771771471,0.0002652532275533,6358.0,"[{""epochs"": 2091, ""lr"": 0.00213816199111207, ""optimizer"": ""Adam""}, {""epochs"": 1711, ""lr"": 0.00889149280479083, ""optimizer"": ""Adam""}, {""epochs"": 2204, ""lr"": 0.0010398482255409933, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.0008375510481968578, ""optimizer"": ""PSO""}, {""epochs"": 993, ""lr"": 0.8694035019785588, ""optimizer"": ""LBFGS""}]"
2026-06-27T05:59:14,heatnd,continuous,False,heatnd_continuous,51,1.7276271473891548e-07,1.853709879865671e-07,3.5813370272548253e-07,0.0001595166686456,0.0001652349601499,0.0002296696750368,0.0003247516287956,6454.0,"[{""epochs"": 2091, ""lr"": 0.00213816199111207, ""optimizer"": ""Adam""}, {""epochs"": 1711, ""lr"": 0.00889149280479083, ""optimizer"": ""Adam""}, {""epochs"": 2204, ""lr"": 0.0010398482255409933, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.0008375510481968578, ""optimizer"": ""PSO""}, {""epochs"": 993, ""lr"": 0.8694035019785588, ""optimizer"": ""LBFGS""}]"
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