csv_seed/heat2d_multiscale_continuous.csv

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
2026-06-27T02:43:45,heat2d_multiscale,continuous,False,heat2d_multiscale_continuous,42,4.225591089416501e-06,1.571537571035439e-07,4.382744846520045e-06,0.0147754563332651,0.0028494402379436,0.0150477047926198,0.0176248965712088,4238.8,"[{""epochs"": 300, ""lr"": 0.0009392894798810427, ""optimizer"": ""PSO""}, {""epochs"": 332, ""lr"": 0.004912503172081666, ""optimizer"": ""Adam""}, {""epochs"": 2412, ""lr"": 0.0011625167166355696, ""optimizer"": ""Adam""}, {""epochs"": 501, ""lr"": 0.8822894141632758, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.4430167383718925, ""optimizer"": ""LBFGS""}]"
2026-06-27T02:43:45,heat2d_multiscale,continuous,False,heat2d_multiscale_continuous,43,3.5048720662636028e-06,2.1066090174787019e-07,3.715532968011473e-06,0.0134565352620218,0.0032990518265106,0.0138550382248494,0.0167555870885324,4274.9,"[{""epochs"": 300, ""lr"": 0.0009392894798810427, ""optimizer"": ""PSO""}, {""epochs"": 332, ""lr"": 0.004912503172081666, ""optimizer"": ""Adam""}, {""epochs"": 2412, ""lr"": 0.0011625167166355696, ""optimizer"": ""Adam""}, {""epochs"": 501, ""lr"": 0.8822894141632758, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.4430167383718925, ""optimizer"": ""LBFGS""}]"
2026-06-27T02:43:45,heat2d_multiscale,continuous,False,heat2d_multiscale_continuous,44,4.877554117952764e-06,2.888447043105595e-07,5.1663988222633234e-06,0.0158744328131408,0.0038630414980762,0.0163377081242988,0.019737474311217,4091.6,"[{""epochs"": 300, ""lr"": 0.0009392894798810427, ""optimizer"": ""PSO""}, {""epochs"": 332, ""lr"": 0.004912503172081666, ""optimizer"": ""Adam""}, {""epochs"": 2412, ""lr"": 0.0011625167166355696, ""optimizer"": ""Adam""}, {""epochs"": 501, ""lr"": 0.8822894141632758, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.4430167383718925, ""optimizer"": ""LBFGS""}]"
2026-06-27T02:43:45,heat2d_multiscale,continuous,False,heat2d_multiscale_continuous,45,2.3928626008674645e-06,1.339073406147947e-07,2.5267699414822593e-06,0.0111187521575677,0.0026302641234167,0.0114256264117268,0.0137490162809844,4268.0,"[{""epochs"": 300, ""lr"": 0.0009392894798810427, ""optimizer"": ""PSO""}, {""epochs"": 332, ""lr"": 0.004912503172081666, ""optimizer"": ""Adam""}, {""epochs"": 2412, ""lr"": 0.0011625167166355696, ""optimizer"": ""Adam""}, {""epochs"": 501, ""lr"": 0.8822894141632758, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.4430167383718925, ""optimizer"": ""LBFGS""}]"
2026-06-27T02:43:45,heat2d_multiscale,continuous,False,heat2d_multiscale_continuous,46,4.174110687504358e-06,2.63897766122158e-07,4.438008453626516e-06,0.0146851757813661,0.0036924534222715,0.0151422785605491,0.0183776292036376,4204.3,"[{""epochs"": 300, ""lr"": 0.0009392894798810427, ""optimizer"": ""PSO""}, {""epochs"": 332, ""lr"": 0.004912503172081666, ""optimizer"": ""Adam""}, {""epochs"": 2412, ""lr"": 0.0011625167166355696, ""optimizer"": ""Adam""}, {""epochs"": 501, ""lr"": 0.8822894141632758, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.4430167383718925, ""optimizer"": ""LBFGS""}]"
2026-06-27T02:43:45,heat2d_multiscale,continuous,False,heat2d_multiscale_continuous,47,6.455997432872636e-06,1.5147466477838624e-07,6.6074720976510225e-06,0.0182632827654792,0.002797481149336,0.0184762928682336,0.0210607639148152,4351.7,"[{""epochs"": 300, ""lr"": 0.0009392894798810427, ""optimizer"": ""PSO""}, {""epochs"": 332, ""lr"": 0.004912503172081666, ""optimizer"": ""Adam""}, {""epochs"": 2412, ""lr"": 0.0011625167166355696, ""optimizer"": ""Adam""}, {""epochs"": 501, ""lr"": 0.8822894141632758, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.4430167383718925, ""optimizer"": ""LBFGS""}]"
2026-06-27T02:43:45,heat2d_multiscale,continuous,False,heat2d_multiscale_continuous,48,5.150618697371604e-06,4.728226672793117e-07,5.623441364650916e-06,0.0163127382906033,0.0049424958464376,0.0170450490093096,0.0212552341370409,3909.2,"[{""epochs"": 300, ""lr"": 0.0009392894798810427, ""optimizer"": ""PSO""}, {""epochs"": 332, ""lr"": 0.004912503172081666, ""optimizer"": ""Adam""}, {""epochs"": 2412, ""lr"": 0.0011625167166355696, ""optimizer"": ""Adam""}, {""epochs"": 501, ""lr"": 0.8822894141632758, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.4430167383718925, ""optimizer"": ""LBFGS""}]"
2026-06-27T02:43:45,heat2d_multiscale,continuous,False,heat2d_multiscale_continuous,49,3.999043507133204e-06,1.833265580938877e-07,4.182370065227092e-06,0.0143739203251592,0.0030775836147508,0.0146996974941597,0.01745150393991,4172.5,"[{""epochs"": 300, ""lr"": 0.0009392894798810427, ""optimizer"": ""PSO""}, {""epochs"": 332, ""lr"": 0.004912503172081666, ""optimizer"": ""Adam""}, {""epochs"": 2412, ""lr"": 0.0011625167166355696, ""optimizer"": ""Adam""}, {""epochs"": 501, ""lr"": 0.8822894141632758, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.4430167383718925, ""optimizer"": ""LBFGS""}]"
2026-06-27T02:43:45,heat2d_multiscale,continuous,False,heat2d_multiscale_continuous,50,2.6342956925064994e-06,1.6987169115278597e-07,2.8041673836592853e-06,0.0116662003245414,0.0029624953266895,0.0120364699381914,0.0146286956512309,4388.2,"[{""epochs"": 300, ""lr"": 0.0009392894798810427, ""optimizer"": ""PSO""}, {""epochs"": 332, ""lr"": 0.004912503172081666, ""optimizer"": ""Adam""}, {""epochs"": 2412, ""lr"": 0.0011625167166355696, ""optimizer"": ""Adam""}, {""epochs"": 501, ""lr"": 0.8822894141632758, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.4430167383718925, ""optimizer"": ""LBFGS""}]"
2026-06-27T02:43:45,heat2d_multiscale,continuous,False,heat2d_multiscale_continuous,51,8.68872051012579e-06,4.068519311319187e-07,9.095572441257707e-06,0.0211872739719235,0.0045847468371589,0.0216776493633923,0.0257720208090825,4125.5,"[{""epochs"": 300, ""lr"": 0.0009392894798810427, ""optimizer"": ""PSO""}, {""epochs"": 332, ""lr"": 0.004912503172081666, ""optimizer"": ""Adam""}, {""epochs"": 2412, ""lr"": 0.0011625167166355696, ""optimizer"": ""Adam""}, {""epochs"": 501, ""lr"": 0.8822894141632758, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.4430167383718925, ""optimizer"": ""LBFGS""}]"