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danil-e
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pinnacle-optuna-db

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3670a8a
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1 Parent(s): cb3ba12

chain_eval: poissonnd +3 seed rows

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  1. csv_boost/poissonnd.csv +5 -4
csv_boost/poissonnd.csv CHANGED
@@ -24,11 +24,12 @@ run_timestamp,pde_name,value_type,smoke_test,chain_key,seed,mse_op,mse_bnd,mse_t
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  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}]"
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  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}]"
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  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}]"
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- 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}]"
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- 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}]"
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  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}]"
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  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}]"
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  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}]"
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  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}]"
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- 2026-08-12T01:40:39,poissonnd,boost,False,boost62flb,46,3.904819495872958e-06,4.079811241623071e-06,7.984630737496029e-06,0.0006212068255990744,0.0006349737523123622,0.000888307146372537,0.0012561805779114366,21666.4,"[{""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}]"
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- 2026-08-12T02:27:36,poissonnd,boost,False,boost62flb,45,7.254885291997691e-06,7.180142154786988e-06,1.4435027446784679e-05,0.0008467418374493718,0.0008423688123002648,0.001194385597377705,0.0016891106497496367,24483.0,"[{""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}]"
 
 
 
 
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  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}]"
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  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}]"
26
  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}]"
 
 
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  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}]"
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  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}]"
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  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}]"
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  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}]"
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+ 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}]"
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+ 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}]"
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+ 2026-08-12T00:20:59,poissonnd,boost,False,soap62lb,50,6.8090368160605985e-06,6.575823591705289e-06,1.3384860407765888e-05,0.0008203110774047673,0.0008061406551860273,0.0011501186980728238,0.0016264517325907946,16888.6,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 62000}, {""optimizer"": ""LBFGS"", ""lr"": 1.0, ""history_size"": 100, ""epochs"": 10000}]"
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+ 2026-08-12T00:26:35,poissonnd,boost,False,soap62lb,49,5.259039610891957e-06,5.129436176298677e-06,1.0388475787190634e-05,0.0007209231262095273,0.0007119845249690115,0.00101323843082419,0.0014329076511785388,17225.3,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 62000}, {""optimizer"": ""LBFGS"", ""lr"": 1.0, ""history_size"": 100, ""epochs"": 10000}]"
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+ 2026-08-12T05:02:32,poissonnd,boost,False,soap62lb,51,5.747722579184595e-06,5.463549174111607e-06,1.1211271753296202e-05,0.0007536741904914379,0.0007348068174906075,0.0010525995650975727,0.0014884810079820454,16881.1,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 62000}, {""optimizer"": ""LBFGS"", ""lr"": 1.0, ""history_size"": 100, ""epochs"": 10000}]"