chain_eval: poissonnd +1 seed rows

csv_boost/poissonnd.csv

@@ -26,4 +26,5 @@ run_timestamp,pde_name,value_type,smoke_test,chain_key,seed,mse_op,mse_bnd,mse_t
 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}]"
 2026-08-12T00:20:59,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}]"
-2026-08-12T01:36:26,poissonnd,boost,False,boost62flb,47,6.793147692995584e-06,6.831796449710168e-06,1.3624944142705752e-05,0.0008193534449674189,0.0008216809364967048,0.0011603877064076812,0.0016410343814641237,21403.2,"[{""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}]"
+2026-08-12T01:36:26,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}]"
+2026-08-12T01:38:01,poissonnd,boost,False,boost62flb,49,5.178876728018089e-07,5.449331872782417e-07,1.0628208600800506e-06,0.00022623174299951643,0.00023206378682516515,0.0003240901150856578,0.0004582955298246816,21497.9,"[{""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}]"