Number of functon evaluations of the ODE solver:  820
time= 0.07504749298095703 rmse_elm= 0.0003692403384863416 rel_err_elm= 0.0006332775522482092
Number of functon evaluations of the ODE solver:  697
time= 0.05300164222717285 rmse_elm= 0.0003884867969297804 rel_err_elm= 0.0006662868115898959
Number of functon evaluations of the ODE solver:  822
time= 0.06500840187072754 rmse_elm= 0.00038659309781144337 rel_err_elm= 0.0006630389618363418
-------------------------------------------------------------------------
Width:  125 param_sampler:  <function sampler_2 at 0x000001CB5887BC40> reg_const 0.0001 atol 0.01
Boundary scaling:  10000.0 n_int_train:  312
-------------------------------------------------------------------------
Train: elm-ode time =  0.06435251235961914
Test: rmse elm-ode =  0.0003814400777425218 +- 8.661091252522613e-06
Test: rel l-2 error elm-ode =  0.000654201108558149 +- 1.4854483913324627e-05
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  820
time= 0.06855225563049316 rmse_elm= 0.0003692403384863416 rel_err_elm= 0.0006332775522482092
Number of functon evaluations of the ODE solver:  697
time= 0.060516357421875 rmse_elm= 0.0003884867969297804 rel_err_elm= 0.0006662868115898959
Number of functon evaluations of the ODE solver:  822
time= 0.06951451301574707 rmse_elm= 0.00038659309781144337 rel_err_elm= 0.0006630389618363418
-------------------------------------------------------------------------
Width:  125 param_sampler:  <function sampler_2 at 0x000001CB5887BC40> reg_const 1e-06 atol 0.01
Boundary scaling:  10000.0 n_int_train:  312
-------------------------------------------------------------------------
Train: elm-ode time =  0.0661943753560384
Test: rmse elm-ode =  0.0003814400777425218 +- 8.661091252522613e-06
Test: rel l-2 error elm-ode =  0.000654201108558149 +- 1.4854483913324627e-05
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  1570
time= 0.29114866256713867 rmse_elm= 0.00032941386447851766 rel_err_elm= 0.0005649718734111051
Number of functon evaluations of the ODE solver:  1329
time= 0.28520798683166504 rmse_elm= 0.00032778583007119774 rel_err_elm= 0.0005621796604891099
Number of functon evaluations of the ODE solver:  1569
time= 0.3261287212371826 rmse_elm= 0.00033099252357363785 rel_err_elm= 0.0005676794036113274
-------------------------------------------------------------------------
Width:  250 param_sampler:  <function sampler_2 at 0x000001CB5887BC40> reg_const 0.0001 atol 0.01
Boundary scaling:  10000.0 n_int_train:  625
-------------------------------------------------------------------------
Train: elm-ode time =  0.3008284568786621
Test: rmse elm-ode =  0.00032939740604111777 +- 1.3091788685455063e-06
Test: rel l-2 error elm-ode =  0.0005649436458371808 +- 2.2453494456382262e-06
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  1570
time= 0.2651939392089844 rmse_elm= 0.00032941386447851766 rel_err_elm= 0.0005649718734111051
Number of functon evaluations of the ODE solver:  1329
time= 0.2537415027618408 rmse_elm= 0.00032778583007119774 rel_err_elm= 0.0005621796604891099
Number of functon evaluations of the ODE solver:  1569
time= 0.2730424404144287 rmse_elm= 0.00033099252357363785 rel_err_elm= 0.0005676794036113274
-------------------------------------------------------------------------
Width:  250 param_sampler:  <function sampler_2 at 0x000001CB5887BC40> reg_const 1e-06 atol 0.01
Boundary scaling:  10000.0 n_int_train:  625
-------------------------------------------------------------------------
Train: elm-ode time =  0.2639926274617513
Test: rmse elm-ode =  0.00032939740604111777 +- 1.3091788685455063e-06
Test: rel l-2 error elm-ode =  0.0005649436458371808 +- 2.2453494456382262e-06
-------------------------------------------------------------------------

