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
2026-08-11T03:22:47,poissonnd,boost,False,boost50,42,1.92052348029524e-06,2.035404567098684e-06,3.955928047393923e-06,0.0004356578574515,0.0004484986129682,0.0006252589660242,0.0008841564704198,7453.3,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 15500, ""precondition_frequency"": 2}, {""boost_net"": {""hidden"": ""64*3"", ""eps"": ""auto""}}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": ""rest:31000"", ""precondition_frequency"": 2}]"
2026-08-11T03:30:18,poissonnd,boost,False,boost50,43,6.81352736056287e-06,6.49250965828658e-06,1.330603701884945e-05,0.000820581568405,0.0008010175661183,0.0011467271914611,0.0016215991345234,7906.7,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 15500, ""precondition_frequency"": 2}, {""boost_net"": {""hidden"": ""64*3"", ""eps"": ""auto""}}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": ""rest:31000"", ""precondition_frequency"": 2}]"
2026-08-11T05:27:24,poissonnd,boost,False,boost50,44,3.5667534686889568e-06,3.655675915724898e-06,7.222429384413855e-06,0.0005937071400694,0.0006010624347254,0.0008448456773917,0.0011947695747949,7460.7,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 15500, ""precondition_frequency"": 2}, {""boost_net"": {""hidden"": ""64*3"", ""eps"": ""auto""}}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": ""rest:31000"", ""precondition_frequency"": 2}]"
2026-08-11T03:46:51,poissonnd,boost,False,boostplateau,42,2.594988445317264e-06,2.611134575572493e-06,5.206123020889757e-06,0.0005064113647677,0.0005079844268038,0.0007172870054874,0.0010143957915715,7879.0,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 31000, ""precondition_frequency"": 2, ""early_stop"": {""patience"": 3000, ""min_delta"": 1e-05}}, {""boost_net"": {""hidden"": ""64*3"", ""eps"": ""auto""}}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": ""rest:31000"", ""precondition_frequency"": 2}]"
2026-08-11T03:49:57,poissonnd,boost,False,boostplateau,43,4.370514291047534e-06,4.56822784871948e-06,8.938742139767014e-06,0.0006572067504748,0.0006719077355228,0.000939883353361,0.0013291144859977,8064.9,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 31000, ""precondition_frequency"": 2, ""early_stop"": {""patience"": 3000, ""min_delta"": 1e-05}}, {""boost_net"": {""hidden"": ""64*3"", ""eps"": ""auto""}}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": ""rest:31000"", ""precondition_frequency"": 2}]"
2026-08-11T05:58:53,poissonnd,boost,False,boostplateau,44,4.927900292165527e-06,4.947140979083867e-06,9.875041271249394e-06,0.0006978574092499,0.0006992184789851,0.0009878823032119,0.0013970758882351,7909.8,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 31000, ""precondition_frequency"": 2, ""early_stop"": {""patience"": 3000, ""min_delta"": 1e-05}}, {""boost_net"": {""hidden"": ""64*3"", ""eps"": ""auto""}}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": ""rest:31000"", ""precondition_frequency"": 2}]"
2026-08-11T15:35:34,poissonnd,boost,False,soap62lb,42,5.898040764543979e-06,5.9938007390336005e-06,1.189184150357758e-05,0.0007634658832103,0.0007696386892348,0.0010840774265675,0.0015331045724451,16384.6,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 62000}, {""optimizer"": ""LBFGS"", ""lr"": 1.0, ""history_size"": 100, ""epochs"": 10000}]"
2026-08-11T15:36:50,poissonnd,boost,False,soap62lb,43,3.6591775553546286e-06,3.426807431206047e-06,7.085984986560676e-06,0.000601350213401,0.0005819431971758,0.000836827320238,0.0011832934105768,16462.3,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 62000}, {""optimizer"": ""LBFGS"", ""lr"": 1.0, ""history_size"": 100, ""epochs"": 10000}]"
2026-08-11T15:58:03,poissonnd,boost,False,soap62lb,44,5.428711430583745e-06,5.605370372746034e-06,1.103408180332978e-05,0.0007324603502638,0.0007442826754413,0.0010442484693169,0.0014767430257052,17730.6,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 62000}, {""optimizer"": ""LBFGS"", ""lr"": 1.0, ""history_size"": 100, ""epochs"": 10000}]"
2026-08-11T12:38:08,poissonnd,boost,False,soap62,43,3.6591775553546286e-06,3.5408864914091665e-06,7.200064046763795e-06,0.000601350213401,0.0005915503716096,0.0008435365560003,0.0011929005850106,12691.7,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 62000}]"
2026-08-11T12:46:50,poissonnd,boost,False,soap62,42,5.898040764543979e-06,5.869706262212485e-06,1.1767747026756464e-05,0.0007634658832103,0.0007616297807544,0.0010784062674883,0.0015250956639647,13217.9,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 62000}]"
2026-08-11T16:10:41,poissonnd,boost,False,soap62,44,5.428711430583745e-06,5.45821490617604e-06,1.0886926336759783e-05,0.0007324603502638,0.0007344480254687,0.0010372618120916,0.0014669083757326,12738.5,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 62000}]"
2026-08-11T17:07:33,poissonnd,boost,False,boost62flb,42,3.153034891356177e-06,3.0385558975765944e-06,6.191590788932772e-06,0.0005582132143899,0.0005479858955368,0.0007822343219438,0.0011061991099268,21900.6,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 31000}, {""optimizer"": ""LBFGS"", ""lr"": 1.0, ""history_size"": 100, ""epochs"": 5000}, {""boost_net"": {""hidden"": ""64*3"", ""eps"": ""auto"", ""type"": ""fourier"", ""sigmas"": [1, 10], ""n_feats"": 64}}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 31000}, {""optimizer"": ""LBFGS"", ""lr"": 1.0, ""history_size"": 100, ""epochs"": 5000}]"
2026-08-11T17:09:39,poissonnd,boost,False,boost62flb,43,8.822886316461573e-07,9.764726633702209e-07,1.858761295016378e-06,0.0002952847862616,0.0003106460208073,0.0004285954447273,0.0006059308070689,22026.3,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 31000}, {""optimizer"": ""LBFGS"", ""lr"": 1.0, ""history_size"": 100, ""epochs"": 5000}, {""boost_net"": {""hidden"": ""64*3"", ""eps"": ""auto"", ""type"": ""fourier"", ""sigmas"": [1, 10], ""n_feats"": 64}}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 31000}, {""optimizer"": ""LBFGS"", ""lr"": 1.0, ""history_size"": 100, ""epochs"": 5000}]"
2026-08-11T19:22:48,poissonnd,boost,False,boost62flb,44,9.140923453266096e-06,9.565268032427478e-06,1.8706191485693574e-05,0.0009504532790742,0.0009722642716951,0.0013596540919358,0.0019227175507694,21892.8,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 31000}, {""optimizer"": ""LBFGS"", ""lr"": 1.0, ""history_size"": 100, ""epochs"": 5000}, {""boost_net"": {""hidden"": ""64*3"", ""eps"": ""auto"", ""type"": ""fourier"", ""sigmas"": [1, 10], ""n_feats"": 64}}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 31000}, {""optimizer"": ""LBFGS"", ""lr"": 1.0, ""history_size"": 100, ""epochs"": 5000}]"
2026-08-11T18:37:38,poissonnd,boost,False,boost62,42,1.1283058077107854e-06,1.1922556314246906e-06,2.320561439135476e-06,0.0003339251852594,0.0003432578232605,0.0004788861687082,0.0006771830085199,14772.3,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 31000}, {""boost_net"": {""hidden"": ""64*3"", ""eps"": ""auto""}}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": ""rest:62000""}]"
2026-08-11T18:48:55,poissonnd,boost,False,boost62,43,8.475832692146114e-06,8.62555194328118e-06,1.7101384635427293e-05,0.0009152230340987,0.0009232709999196,0.0013000240541764,0.0018384940340183,15447.6,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 31000}, {""boost_net"": {""hidden"": ""64*3"", ""eps"": ""auto""}}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": ""rest:62000""}]"
2026-08-11T22:43:57,poissonnd,boost,False,boost62,44,2.128467523982228e-05,2.1500565543579883e-05,4.278524078340216e-05,0.0014503381680697,0.0014576748944818,0.0020562823006004,0.0029080130625516,14764.8,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 31000}, {""boost_net"": {""hidden"": ""64*3"", ""eps"": ""auto""}}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": ""rest:62000""}]"
2026-08-11T19:06:08,poissonnd,boost,False,boost62f,42,3.153034891356177e-06,2.952709076332503e-06,6.10574396768868e-06,0.0005582132143899,0.0005401894450187,0.0007767925265019,0.0010984026594087,16478.8,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 31000}, {""boost_net"": {""hidden"": ""64*3"", ""eps"": ""auto"", ""type"": ""fourier"", ""sigmas"": [1, 10], ""n_feats"": 64}}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": ""rest:62000""}]"
2026-08-11T19:22:04,poissonnd,boost,False,boost62f,43,8.822886316461573e-07,9.469963732159392e-07,1.8292850048620964e-06,0.0002952847862616,0.0003059214213863,0.0004251835145682,0.0006012062076479,17435.8,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 31000}, {""boost_net"": {""hidden"": ""64*3"", ""eps"": ""auto"", ""type"": ""fourier"", ""sigmas"": [1, 10], ""n_feats"": 64}}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": ""rest:62000""}]"
2026-08-11T23:41:45,poissonnd,boost,False,boost62f,44,9.140923453266096e-06,9.5375745990953e-06,1.86784980523614e-05,0.0009504532790742,0.0009708557627163,0.0013586472491793,0.0019213090417906,16524.5,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 31000}, {""boost_net"": {""hidden"": ""64*3"", ""eps"": ""auto"", ""type"": ""fourier"", ""sigmas"": [1, 10], ""n_feats"": 64}}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": ""rest:62000""}]"
2026-08-12T00:12:48,poissonnd,boost,False,soap62lb,48,5.5571076339211455e-06,5.856712317464175e-06,1.141381995138532e-05,0.0007410715916194,0.0007607862935401,0.0010620653879794,0.0015018578851595,16401.4,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 62000}, {""optimizer"": ""LBFGS"", ""lr"": 1.0, ""history_size"": 100, ""epochs"": 10000}]"
2026-08-12T00:21:44,poissonnd,boost,False,soap62lb,47,1.0047498791722044e-06,1.040722940316786e-06,2.0454728194889903e-06,0.0003151118580717,0.0003207031986676,0.0004496065221202,0.0006358150567393,16939.0,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 62000}, {""optimizer"": ""LBFGS"", ""lr"": 1.0, ""history_size"": 100, ""epochs"": 10000}]"
2026-08-12T00:21:22,poissonnd,boost,False,soap62lb,45,1.4771375919308495e-06,1.577053563245204e-06,3.054191155176054e-06,0.0003820728743448,0.0003947834775317,0.000549393916459,0.0007768563518766,16914.4,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 62000}, {""optimizer"": ""LBFGS"", ""lr"": 1.0, ""history_size"": 100, ""epochs"": 10000}]"
2026-08-12T00:23:19,poissonnd,boost,False,soap62lb,46,1.9051092735226065e-06,1.7994194658548738e-06,3.70452873937748e-06,0.0004339060396887,0.0004216984088998,0.000605065285194,0.0008556044485885,17032.1,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 62000}, {""optimizer"": ""LBFGS"", ""lr"": 1.0, ""history_size"": 100, ""epochs"": 10000}]"
2026-08-12T01:36:26,poissonnd,boost,False,boost62flb,47,6.793147692995584e-06,6.831796449710168e-06,1.3624944142705752e-05,0.0008193534449674,0.0008216809364967,0.0011603877064076,0.0016410343814641,21403.2,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 31000}, {""optimizer"": ""LBFGS"", ""lr"": 1.0, ""history_size"": 100, ""epochs"": 5000}, {""boost_net"": {""hidden"": ""64*3"", ""eps"": ""auto"", ""type"": ""fourier"", ""sigmas"": [1, 10], ""n_feats"": 64}}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 31000}, {""optimizer"": ""LBFGS"", ""lr"": 1.0, ""history_size"": 100, ""epochs"": 5000}]"
2026-08-12T01:59:02,poissonnd,boost,False,boost62flb,48,1.09840735080094e-06,1.0573003981131771e-06,2.155707748914117e-06,0.0003294711932539,0.0003232473391108,0.0004615626820123,0.0006527185323648,22763.1,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 31000}, {""optimizer"": ""LBFGS"", ""lr"": 1.0, ""history_size"": 100, ""epochs"": 5000}, {""boost_net"": {""hidden"": ""64*3"", ""eps"": ""auto"", ""type"": ""fourier"", ""sigmas"": [1, 10], ""n_feats"": 64}}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 31000}, {""optimizer"": ""LBFGS"", ""lr"": 1.0, ""history_size"": 100, ""epochs"": 5000}]"
2026-08-12T01:40:39,poissonnd,boost,False,boost62flb,46,3.904819495872958e-06,4.079811241623071e-06,7.984630737496029e-06,0.000621206825599,0.0006349737523123,0.0008883071463725,0.0012561805779114,21666.4,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 31000}, {""optimizer"": ""LBFGS"", ""lr"": 1.0, ""history_size"": 100, ""epochs"": 5000}, {""boost_net"": {""hidden"": ""64*3"", ""eps"": ""auto"", ""type"": ""fourier"", ""sigmas"": [1, 10], ""n_feats"": 64}}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 31000}, {""optimizer"": ""LBFGS"", ""lr"": 1.0, ""history_size"": 100, ""epochs"": 5000}]"
2026-08-12T02:27:36,poissonnd,boost,False,boost62flb,45,7.254885291997691e-06,7.180142154786988e-06,1.443502744678468e-05,0.0008467418374493,0.0008423688123002,0.0011943855973777,0.0016891106497496,24483.0,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 31000}, {""optimizer"": ""LBFGS"", ""lr"": 1.0, ""history_size"": 100, ""epochs"": 5000}, {""boost_net"": {""hidden"": ""64*3"", ""eps"": ""auto"", ""type"": ""fourier"", ""sigmas"": [1, 10], ""n_feats"": 64}}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 31000}, {""optimizer"": ""LBFGS"", ""lr"": 1.0, ""history_size"": 100, ""epochs"": 5000}]"
2026-08-12T00:20:59,poissonnd,boost,False,soap62lb,50,6.809036816060599e-06,6.575823591705289e-06,1.3384860407765888e-05,0.0008203110774047,0.000806140655186,0.0011501186980728,0.0016264517325907,16888.6,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 62000}, {""optimizer"": ""LBFGS"", ""lr"": 1.0, ""history_size"": 100, ""epochs"": 10000}]"
2026-08-12T00:26:35,poissonnd,boost,False,soap62lb,49,5.259039610891957e-06,5.129436176298677e-06,1.0388475787190634e-05,0.0007209231262095,0.000711984524969,0.0010132384308241,0.0014329076511785,17225.3,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 62000}, {""optimizer"": ""LBFGS"", ""lr"": 1.0, ""history_size"": 100, ""epochs"": 10000}]"
2026-08-12T05:02:32,poissonnd,boost,False,soap62lb,51,5.747722579184595e-06,5.463549174111607e-06,1.1211271753296202e-05,0.0007536741904914,0.0007348068174906,0.0010525995650975,0.001488481007982,16881.1,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 62000}, {""optimizer"": ""LBFGS"", ""lr"": 1.0, ""history_size"": 100, ""epochs"": 10000}]"
2026-08-12T01:38:01,poissonnd,boost,False,boost62flb,49,5.178876728018089e-07,5.449331872782417e-07,1.0628208600800506e-06,0.0002262317429995,0.0002320637868251,0.0003240901150856,0.0004582955298246,21497.9,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 31000}, {""optimizer"": ""LBFGS"", ""lr"": 1.0, ""history_size"": 100, ""epochs"": 5000}, {""boost_net"": {""hidden"": ""64*3"", ""eps"": ""auto"", ""type"": ""fourier"", ""sigmas"": [1, 10], ""n_feats"": 64}}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 31000}, {""optimizer"": ""LBFGS"", ""lr"": 1.0, ""history_size"": 100, ""epochs"": 5000}]"
2026-08-12T01:46:57,poissonnd,boost,False,boost62flb,50,3.76746742281857e-06,3.871267750552162e-06,7.638735173370732e-06,0.0006101835751906,0.0006185322417877,0.0008688533418036,0.0012287158169783,22034.7,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 31000}, {""optimizer"": ""LBFGS"", ""lr"": 1.0, ""history_size"": 100, ""epochs"": 5000}, {""boost_net"": {""hidden"": ""64*3"", ""eps"": ""auto"", ""type"": ""fourier"", ""sigmas"": [1, 10], ""n_feats"": 64}}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 31000}, {""optimizer"": ""LBFGS"", ""lr"": 1.0, ""history_size"": 100, ""epochs"": 5000}]"
2026-08-12T07:38:08,poissonnd,boost,False,boost62flb,51,4.047881482350949e-06,4.178524094656697e-06,8.226405577007646e-06,0.0006324841524474,0.0006426096078939,0.0009016558718573,0.0012750937603414,21591.8,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 31000}, {""optimizer"": ""LBFGS"", ""lr"": 1.0, ""history_size"": 100, ""epochs"": 5000}, {""boost_net"": {""hidden"": ""64*3"", ""eps"": ""auto"", ""type"": ""fourier"", ""sigmas"": [1, 10], ""n_feats"": 64}}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 31000}, {""optimizer"": ""LBFGS"", ""lr"": 1.0, ""history_size"": 100, ""epochs"": 5000}]"
2026-08-12T12:34:17,poissonnd,boost,False,fnet31,43,5.429193168818985e-06,5.65711526071081e-06,1.1086308429529795e-05,0.0007324928301386,0.0007477101171389,0.0010467168506699,0.0014802029472775,6236.8,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 31000, ""precondition_frequency"": 2}]"
2026-08-12T12:37:23,poissonnd,boost,False,fnet31,42,5.696340840601966e-06,6.025975919075855e-06,1.172231675967782e-05,0.0007502979133278,0.0007717016851529,0.0010763226512584,0.0015219995984807,6425.5,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 31000, ""precondition_frequency"": 2}]"
2026-08-12T14:18:29,poissonnd,boost,False,fnet31,44,2.195055738363132e-06,2.2195173754231435e-06,4.414573113786276e-06,0.0004657560784835,0.0004683440783992,0.000660511090305,0.0009341001568827,6236.9,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 31000, ""precondition_frequency"": 2}]"
2026-08-13T21:00:39,poissonnd,boost,False,boost62al,42,0.0004885886573043,0.0004787147927545,0.0009673034500588,0.0069487621076405,0.0068781902082264,0.0097772590928706,0.0138269523158669,22346.1,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 31000, ""precondition_frequency"": 2}, {""boost_net"": {""hidden"": ""64*3"", ""eps"": ""auto""}}, {""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""LBFGS"", ""lr"": 1.0, ""epochs"": ""rest:62000"", ""history_size"": 100}]"
2026-08-13T21:03:10,poissonnd,boost,False,boost62al,43,2.979947616201267e-07,2.934087384148138e-07,5.914035000349405e-07,0.0001716090046102,0.0001702833833405,0.0002417562431566,0.0003418923879507,22503.0,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 31000, ""precondition_frequency"": 2}, {""boost_net"": {""hidden"": ""64*3"", ""eps"": ""auto""}}, {""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""LBFGS"", ""lr"": 1.0, ""epochs"": ""rest:62000"", ""history_size"": 100}]"
2026-08-14T01:45:38,poissonnd,boost,False,boost62adam,42,0.0003096485459846,0.0003113761154021,0.0006210246613868,0.0055318484082818,0.0055472585372626,0.0078341192288248,0.0110791069455444,14118.4,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 31000, ""precondition_frequency"": 2}, {""boost_net"": {""hidden"": ""64*3"", ""eps"": ""auto""}}, {""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": ""rest:62000""}]"
2026-08-14T01:56:53,poissonnd,boost,False,boost62adam,43,4.07815129749314e-07,3.561150131251339e-07,7.639301428744479e-07,0.0002007554867304,0.0001875991583801,0.0002747657359958,0.0003883546451106,14795.7,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 31000, ""precondition_frequency"": 2}, {""boost_net"": {""hidden"": ""64*3"", ""eps"": ""auto""}}, {""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": ""rest:62000""}]"
2026-08-14T05:42:15,poissonnd,boost,False,boost62adam,44,7.272114069362904e-07,7.901251300442394e-07,1.5173365369805298e-06,0.00026808102848,0.0002794368483591,0.000387236865564,0.0005475178768392,14183.7,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 31000, ""precondition_frequency"": 2}, {""boost_net"": {""hidden"": ""64*3"", ""eps"": ""auto""}}, {""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": ""rest:62000""}]"
2026-08-14T09:34:37,poissonnd,boost,False,boost62al,44,3.2277103025153136e-07,3.0641479369868013e-07,6.291858239502115e-07,0.0001786006469046697,0.00017401657532900572,0.00024935909761627313,0.0003526172222336754,22370.1,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 31000, ""precondition_frequency"": 2}, {""boost_net"": {""hidden"": ""64*3"", ""eps"": ""auto""}}, {""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""LBFGS"", ""lr"": 1.0, ""epochs"": ""rest:62000"", ""history_size"": 100}]"