Number of functon evaluations of the ODE solver:  21212
time= 2.0113890171051025 rmse_elm= 0.0003692402065427549 rel_err_elm= 0.0006332773259541051
-------------------------------------------------------------------------
Width:  125 param_sampler:  <function sampler_2 at 0x0000014DDC279260> reg_const 1e-08 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  312
-------------------------------------------------------------------------
Train: elm-ode time =  2.0113890171051025
Test: rmse elm-ode =  0.0003692402065427549 +- 0.0
Test: rel l-2 error elm-ode =  0.0006332773259541051 +- 0.0
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  19844
time= 1.7772564888000488 rmse_elm= 0.19595491603841286 rel_err_elm= 0.33607879921386147
-------------------------------------------------------------------------
Width:  125 param_sampler:  tanh reg_const 1e-08 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  312
-------------------------------------------------------------------------
Train: elm-ode time =  1.7772564888000488
Test: rmse elm-ode =  0.19595491603841286 +- 0.0
Test: rel l-2 error elm-ode =  0.33607879921386147 +- 0.0
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  21212
time= 1.8939106464385986 rmse_elm= 0.0003692402065427549 rel_err_elm= 0.0006332773259541051
-------------------------------------------------------------------------
Width:  125 param_sampler:  <function sampler_2 at 0x0000014DDC279260> reg_const 1e-10 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  312
-------------------------------------------------------------------------
Train: elm-ode time =  1.8939106464385986
Test: rmse elm-ode =  0.0003692402065427549 +- 0.0
Test: rel l-2 error elm-ode =  0.0006332773259541051 +- 0.0
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  19844
time= 1.6011219024658203 rmse_elm= 0.19595491603841286 rel_err_elm= 0.33607879921386147
-------------------------------------------------------------------------
Width:  125 param_sampler:  tanh reg_const 1e-10 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  312
-------------------------------------------------------------------------
Train: elm-ode time =  1.6011219024658203
Test: rmse elm-ode =  0.19595491603841286 +- 0.0
Test: rel l-2 error elm-ode =  0.33607879921386147 +- 0.0
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  21215
time= 7.8017737865448 rmse_elm= 0.00032941341936623897 rel_err_elm= 0.0005649711100069346
-------------------------------------------------------------------------
Width:  250 param_sampler:  <function sampler_2 at 0x0000014DDC279260> reg_const 1e-08 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  625
-------------------------------------------------------------------------
Train: elm-ode time =  7.8017737865448
Test: rmse elm-ode =  0.00032941341936623897 +- 0.0
Test: rel l-2 error elm-ode =  0.0005649711100069346 +- 0.0
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  18332
time= 3.062337636947632 rmse_elm= 0.006856225107412324 rel_err_elm= 0.011758990015781824
-------------------------------------------------------------------------
Width:  250 param_sampler:  tanh reg_const 1e-08 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  625
-------------------------------------------------------------------------
Train: elm-ode time =  3.062337636947632
Test: rmse elm-ode =  0.006856225107412324 +- 0.0
Test: rel l-2 error elm-ode =  0.011758990015781824 +- 0.0
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  21215
time= 4.2672624588012695 rmse_elm= 0.00032941341936623897 rel_err_elm= 0.0005649711100069346
-------------------------------------------------------------------------
Width:  250 param_sampler:  <function sampler_2 at 0x0000014DDC279260> reg_const 1e-10 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  625
-------------------------------------------------------------------------
Train: elm-ode time =  4.2672624588012695
Test: rmse elm-ode =  0.00032941341936623897 +- 0.0
Test: rel l-2 error elm-ode =  0.0005649711100069346 +- 0.0
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  18332
time= 4.924210786819458 rmse_elm= 0.006856225107412324 rel_err_elm= 0.011758990015781824
-------------------------------------------------------------------------
Width:  250 param_sampler:  tanh reg_const 1e-10 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  625
-------------------------------------------------------------------------
Train: elm-ode time =  4.924210786819458
Test: rmse elm-ode =  0.006856225107412324 +- 0.0
Test: rel l-2 error elm-ode =  0.011758990015781824 +- 0.0
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  21350
time= 19.970536947250366 rmse_elm= 0.0003355611877858239 rel_err_elm= 0.0005755150385292177
-------------------------------------------------------------------------
Width:  500 param_sampler:  <function sampler_2 at 0x0000014DDC279260> reg_const 1e-08 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  1250
-------------------------------------------------------------------------
Train: elm-ode time =  19.970536947250366
Test: rmse elm-ode =  0.0003355611877858239 +- 0.0
Test: rel l-2 error elm-ode =  0.0005755150385292177 +- 0.0
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  16553
time= 12.488275289535522 rmse_elm= 0.0035379990599729034 rel_err_elm= 0.006067959404817261
-------------------------------------------------------------------------
Width:  500 param_sampler:  tanh reg_const 1e-08 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  1250
-------------------------------------------------------------------------
Train: elm-ode time =  12.488275289535522
Test: rmse elm-ode =  0.0035379990599729034 +- 0.0
Test: rel l-2 error elm-ode =  0.006067959404817261 +- 0.0
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  21350
time= 19.306911945343018 rmse_elm= 0.0003355611877858239 rel_err_elm= 0.0005755150385292177
-------------------------------------------------------------------------
Width:  500 param_sampler:  <function sampler_2 at 0x0000014DDC279260> reg_const 1e-10 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  1250
-------------------------------------------------------------------------
Train: elm-ode time =  19.306911945343018
Test: rmse elm-ode =  0.0003355611877858239 +- 0.0
Test: rel l-2 error elm-ode =  0.0005755150385292177 +- 0.0
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  16553
time= 12.512731790542603 rmse_elm= 0.0035379990599729034 rel_err_elm= 0.006067959404817261
-------------------------------------------------------------------------
Width:  500 param_sampler:  tanh reg_const 1e-10 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  1250
-------------------------------------------------------------------------
Train: elm-ode time =  12.512731790542603
Test: rmse elm-ode =  0.0035379990599729034 +- 0.0
Test: rel l-2 error elm-ode =  0.006067959404817261 +- 0.0
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  21287
time= 75.46527600288391 rmse_elm= 0.00032643096996485936 rel_err_elm= 0.0005598559639631615
-------------------------------------------------------------------------
Width:  1000 param_sampler:  <function sampler_2 at 0x0000014DDC279260> reg_const 1e-08 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  2500
-------------------------------------------------------------------------
Train: elm-ode time =  75.46527600288391
Test: rmse elm-ode =  0.00032643096996485936 +- 0.0
Test: rel l-2 error elm-ode =  0.0005598559639631615 +- 0.0
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  15515
time= 45.19208121299744 rmse_elm= 0.002178092036741527 rel_err_elm= 0.0037356070012648773
-------------------------------------------------------------------------
Width:  1000 param_sampler:  tanh reg_const 1e-08 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  2500
-------------------------------------------------------------------------
Train: elm-ode time =  45.19208121299744
Test: rmse elm-ode =  0.002178092036741527 +- 0.0
Test: rel l-2 error elm-ode =  0.0037356070012648773 +- 0.0
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  21287
time= 76.39630818367004 rmse_elm= 0.00032643096996485936 rel_err_elm= 0.0005598559639631615
-------------------------------------------------------------------------
Width:  1000 param_sampler:  <function sampler_2 at 0x0000014DDC279260> reg_const 1e-10 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  2500
-------------------------------------------------------------------------
Train: elm-ode time =  76.39630818367004
Test: rmse elm-ode =  0.00032643096996485936 +- 0.0
Test: rel l-2 error elm-ode =  0.0005598559639631615 +- 0.0
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  15515
time= 45.316263914108276 rmse_elm= 0.002178092036741527 rel_err_elm= 0.0037356070012648773
-------------------------------------------------------------------------
Width:  1000 param_sampler:  tanh reg_const 1e-10 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  2500
-------------------------------------------------------------------------
Train: elm-ode time =  45.316263914108276
Test: rmse elm-ode =  0.002178092036741527 +- 0.0
Test: rel l-2 error elm-ode =  0.0037356070012648773 +- 0.0
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  21386
time= 254.43743133544922 rmse_elm= 0.00032463169007872813 rel_err_elm= 0.0005567700509592638
-------------------------------------------------------------------------
Width:  2000 param_sampler:  <function sampler_2 at 0x0000014DDC279260> reg_const 1e-08 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  5000
-------------------------------------------------------------------------
Train: elm-ode time =  254.43743133544922
Test: rmse elm-ode =  0.00032463169007872813 +- 0.0
Test: rel l-2 error elm-ode =  0.0005567700509592638 +- 0.0
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  15212
time= 145.69196581840515 rmse_elm= 0.001534609167446241 rel_err_elm= 0.0026319809509490156
-------------------------------------------------------------------------
Width:  2000 param_sampler:  tanh reg_const 1e-08 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  5000
-------------------------------------------------------------------------
Train: elm-ode time =  145.69196581840515
Test: rmse elm-ode =  0.001534609167446241 +- 0.0
Test: rel l-2 error elm-ode =  0.0026319809509490156 +- 0.0
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  21386
time= 256.81481528282166 rmse_elm= 0.00032463169007872813 rel_err_elm= 0.0005567700509592638
-------------------------------------------------------------------------
Width:  2000 param_sampler:  <function sampler_2 at 0x0000014DDC279260> reg_const 1e-10 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  5000
-------------------------------------------------------------------------
Train: elm-ode time =  256.81481528282166
Test: rmse elm-ode =  0.00032463169007872813 +- 0.0
Test: rel l-2 error elm-ode =  0.0005567700509592638 +- 0.0
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  15212
time= 146.9329960346222 rmse_elm= 0.001534609167446241 rel_err_elm= 0.0026319809509490156
-------------------------------------------------------------------------
Width:  2000 param_sampler:  tanh reg_const 1e-10 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  5000
-------------------------------------------------------------------------
Train: elm-ode time =  146.9329960346222
Test: rmse elm-ode =  0.001534609167446241 +- 0.0
Test: rel l-2 error elm-ode =  0.0026319809509490156 +- 0.0
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  21344
time= 962.5875923633575 rmse_elm= 0.00033678708571120036 rel_err_elm= 0.000577617554307074
-------------------------------------------------------------------------
Width:  4000 param_sampler:  <function sampler_2 at 0x0000014DDC279260> reg_const 1e-08 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  10000
-------------------------------------------------------------------------
Train: elm-ode time =  962.5875923633575
Test: rmse elm-ode =  0.00033678708571120036 +- 0.0
Test: rel l-2 error elm-ode =  0.000577617554307074 +- 0.0
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  15995
time= 557.6265728473663 rmse_elm= 0.0010856888483657713 rel_err_elm= 0.0018620456779309485
-------------------------------------------------------------------------
Width:  4000 param_sampler:  tanh reg_const 1e-08 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  10000
-------------------------------------------------------------------------
Train: elm-ode time =  557.6265728473663
Test: rmse elm-ode =  0.0010856888483657713 +- 0.0
Test: rel l-2 error elm-ode =  0.0018620456779309485 +- 0.0
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  21344
time= 963.9249677658081 rmse_elm= 0.00033678708571120036 rel_err_elm= 0.000577617554307074
-------------------------------------------------------------------------
Width:  4000 param_sampler:  <function sampler_2 at 0x0000014DDC279260> reg_const 1e-10 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  10000
-------------------------------------------------------------------------
Train: elm-ode time =  963.9249677658081
Test: rmse elm-ode =  0.00033678708571120036 +- 0.0
Test: rel l-2 error elm-ode =  0.000577617554307074 +- 0.0
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  15995
time= 556.7899932861328 rmse_elm= 0.0010856888483657713 rel_err_elm= 0.0018620456779309485
-------------------------------------------------------------------------
Width:  4000 param_sampler:  tanh reg_const 1e-10 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  10000
-------------------------------------------------------------------------
Train: elm-ode time =  556.7899932861328
Test: rmse elm-ode =  0.0010856888483657713 +- 0.0
Test: rel l-2 error elm-ode =  0.0018620456779309485 +- 0.0
-------------------------------------------------------------------------

