Number of functon evaluations of the ODE solver:  368
time= 0.13109779357910156 rmse_elm= 0.03385145824935751 rel_err_elm= 0.058058035338353346
Number of functon evaluations of the ODE solver:  368
time= 0.11078548431396484 rmse_elm= 0.03663147889405695 rel_err_elm= 0.06282599941370821
Number of functon evaluations of the ODE solver:  368
time= 0.10802149772644043 rmse_elm= 0.03300748328450112 rel_err_elm= 0.05661054885273799
-------------------------------------------------------------------------
Width:  200 param_sampler:  <function sampler_1 at 0x0000028212E03EC0> reg_const 1e-08 atol 1e-06
Boundary scaling:  100.0 n_int_train:  500
-------------------------------------------------------------------------
Train: elm-ode time =  0.11663492520650227
Test: rmse elm-ode =  0.03449680680930519 +- 0.0015482661522683778
Test: rel l-2 error elm-ode =  0.05916486120159984 +- 0.0026554038032698276
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  356
time= 0.20893478393554688 rmse_elm= 0.025136059665508786 rel_err_elm= 0.043110409884772556
Number of functon evaluations of the ODE solver:  329
time= 0.6261577606201172 rmse_elm= 0.024940008934099703 rel_err_elm= 0.04277416675431673
Number of functon evaluations of the ODE solver:  341
time= 0.39563727378845215 rmse_elm= 0.023300004760862306 rel_err_elm= 0.039961424699203905
-------------------------------------------------------------------------
Width:  200 param_sampler:  <function sampler_1 at 0x0000028212E03EC0> reg_const 1e-08 atol 1e-06
Boundary scaling:  100.0 n_int_train:  1000
-------------------------------------------------------------------------
Train: elm-ode time =  0.41024327278137207
Test: rmse elm-ode =  0.02445869112015693 +- 0.000823215051584572
Test: rel l-2 error elm-ode =  0.0419486671127644 +- 0.0014118815267542763
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  323
time= 1.182725429534912 rmse_elm= 0.02026524207378368 rel_err_elm= 0.03475655706744476
Number of functon evaluations of the ODE solver:  299
time= 1.1656744480133057 rmse_elm= 0.020675020684403033 rel_err_elm= 0.03545936109086349
Number of functon evaluations of the ODE solver:  299
time= 1.0921268463134766 rmse_elm= 0.020083483102025176 rel_err_elm= 0.03444482548035373
-------------------------------------------------------------------------
Width:  200 param_sampler:  <function sampler_1 at 0x0000028212E03EC0> reg_const 1e-08 atol 1e-06
Boundary scaling:  100.0 n_int_train:  5000
-------------------------------------------------------------------------
Train: elm-ode time =  1.1468422412872314
Test: rmse elm-ode =  0.02034124862007063 +- 0.0002474024038554904
Test: rel l-2 error elm-ode =  0.03488691454622066 +- 0.0004243154726165524
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  350
time= 0.11394858360290527 rmse_elm= 0.035498926591946596 rel_err_elm= 0.06088357905786715
Number of functon evaluations of the ODE solver:  350
time= 0.10487174987792969 rmse_elm= 0.03845382615615498 rel_err_elm= 0.0659514748647886
Number of functon evaluations of the ODE solver:  365
time= 0.10152435302734375 rmse_elm= 0.03469017217691753 rel_err_elm= 0.05949649871226052
-------------------------------------------------------------------------
Width:  200 param_sampler:  <function sampler_2 at 0x000002820DA0A200> reg_const 1e-08 atol 1e-06
Boundary scaling:  100.0 n_int_train:  500
-------------------------------------------------------------------------
Train: elm-ode time =  0.1067815621693929
Test: rmse elm-ode =  0.0362143083083397 +- 0.001617632234464855
Test: rel l-2 error elm-ode =  0.0621105175449721 +- 0.002774372339921357
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  323
time= 0.1783289909362793 rmse_elm= 0.026321022396664784 rel_err_elm= 0.04514271843742973
Number of functon evaluations of the ODE solver:  323
time= 0.1996161937713623 rmse_elm= 0.02608364716825609 rel_err_elm= 0.0447356003954865
Number of functon evaluations of the ODE solver:  323
time= 0.1789391040802002 rmse_elm= 0.024357992860618637 rel_err_elm= 0.041775961314753585
-------------------------------------------------------------------------
Width:  200 param_sampler:  <function sampler_2 at 0x000002820DA0A200> reg_const 1e-08 atol 1e-06
Boundary scaling:  100.0 n_int_train:  1000
-------------------------------------------------------------------------
Train: elm-ode time =  0.18562809626261392
Test: rmse elm-ode =  0.025587554141846505 +- 0.0008748152025757801
Test: rel l-2 error elm-ode =  0.043884760049223266 +- 0.0015003800300578596
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  281
time= 0.9566915035247803 rmse_elm= 0.021103678699104563 rel_err_elm= 0.03619454484520242
Number of functon evaluations of the ODE solver:  281
time= 0.9955322742462158 rmse_elm= 0.021522414589772547 rel_err_elm= 0.03691271134068271
Number of functon evaluations of the ODE solver:  281
time= 1.2520363330841064 rmse_elm= 0.020897372307309807 rel_err_elm= 0.035840712413609144
-------------------------------------------------------------------------
Width:  200 param_sampler:  <function sampler_2 at 0x000002820DA0A200> reg_const 1e-08 atol 1e-06
Boundary scaling:  100.0 n_int_train:  5000
-------------------------------------------------------------------------
Train: elm-ode time =  1.0680867036183674
Test: rmse elm-ode =  0.021174488532062302 +- 0.00026003844337480235
Test: rel l-2 error elm-ode =  0.036315989533164755 +- 0.00044598731976550114
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  21455
time= 5.152970552444458 rmse_elm= 0.00029070548829850584 rel_err_elm= 0.0004985838243174725
Number of functon evaluations of the ODE solver:  21128
time= 3.1382970809936523 rmse_elm= 0.00030050270275340193 rel_err_elm= 0.0005153868529743127
Number of functon evaluations of the ODE solver:  21479
time= 2.7219009399414062 rmse_elm= 0.00029561392062259353 rel_err_elm= 0.0005070021894947896
-------------------------------------------------------------------------
Width:  200 param_sampler:  <function sampler_1 at 0x0000028212E03EC0> reg_const 1e-08 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  500
-------------------------------------------------------------------------
Train: elm-ode time =  3.6710561911265054
Test: rmse elm-ode =  0.0002956073705581671 +- 3.999698734181048e-06
Test: rel l-2 error elm-ode =  0.0005069909555955248 +- 6.859812323040985e-06
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  18908
time= 7.579057455062866 rmse_elm= 0.0001931138531059921 rel_err_elm= 0.000331206142594051
Number of functon evaluations of the ODE solver:  19091
time= 7.539519548416138 rmse_elm= 0.0001962027516597385 rel_err_elm= 0.0003365038576900735
Number of functon evaluations of the ODE solver:  19130
time= 7.407095670700073 rmse_elm= 0.0002026607083381609 rel_err_elm= 0.0003475797845906973
-------------------------------------------------------------------------
Width:  200 param_sampler:  <function sampler_1 at 0x0000028212E03EC0> reg_const 1e-08 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  1000
-------------------------------------------------------------------------
Train: elm-ode time =  7.508557558059692
Test: rmse elm-ode =  0.0001973257710346305 +- 3.977561279082478e-06
Test: rel l-2 error elm-ode =  0.0003384299282916073 +- 6.821844766637752e-06
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  15440
time= 47.86774230003357 rmse_elm= 0.00015962964645840834 rel_err_elm= 0.00027377797396090087
Number of functon evaluations of the ODE solver:  15323
time= 47.62779092788696 rmse_elm= 0.0001601109604353483 rel_err_elm= 0.00027460346702167773
Number of functon evaluations of the ODE solver:  15413
time= 47.74573230743408 rmse_elm= 0.0001610855268792077 rel_err_elm= 0.000276274928635543
-------------------------------------------------------------------------
Width:  200 param_sampler:  <function sampler_1 at 0x0000028212E03EC0> reg_const 1e-08 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  5000
-------------------------------------------------------------------------
Train: elm-ode time =  47.747088511784874
Test: rmse elm-ode =  0.00016027537792432146 +- 6.056246268258445e-07
Test: rel l-2 error elm-ode =  0.00027488545653937385 +- 1.0386960504633247e-06
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  21422
time= 3.792137861251831 rmse_elm= 0.00032847063291302736 rel_err_elm= 0.0005633541536910831
Number of functon evaluations of the ODE solver:  21095
time= 4.027961492538452 rmse_elm= 0.0003304921702596984 rel_err_elm= 0.0005668212565215219
Number of functon evaluations of the ODE solver:  21425
time= 4.089833736419678 rmse_elm= 0.0003348918232431201 rel_err_elm= 0.0005743670232801175
-------------------------------------------------------------------------
Width:  200 param_sampler:  <function sampler_2 at 0x000002820DA0A200> reg_const 1e-08 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  500
-------------------------------------------------------------------------
Train: elm-ode time =  3.969977696736654
Test: rmse elm-ode =  0.0003312848754719486 +- 2.6806973569036776e-06
Test: rel l-2 error elm-ode =  0.0005681808111642409 +- 4.5976164669803645e-06
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  18899
time= 6.832028388977051 rmse_elm= 0.00022216334720850454 rel_err_elm= 0.00038102841443656357
Number of functon evaluations of the ODE solver:  19067
time= 6.9761199951171875 rmse_elm= 0.00022849034629060535 rel_err_elm= 0.0003918797382876213
Number of functon evaluations of the ODE solver:  19085
time= 6.953738451004028 rmse_elm= 0.0002322830474034041 rel_err_elm= 0.00039838453266346954
-------------------------------------------------------------------------
Width:  200 param_sampler:  <function sampler_2 at 0x000002820DA0A200> reg_const 1e-08 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  1000
-------------------------------------------------------------------------
Train: elm-ode time =  6.920628945032756
Test: rmse elm-ode =  0.00022764558030083802 +- 4.1743107368573074e-06
Test: rel l-2 error elm-ode =  0.00039043089512921813 +- 7.1592862702843555e-06
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  15380
time= 47.80908536911011 rmse_elm= 0.00018513351389549853 rel_err_elm= 0.00031751920442784433
Number of functon evaluations of the ODE solver:  15287
time= 47.787205934524536 rmse_elm= 0.00018792938724875776 rel_err_elm= 0.00032231435720233865
Number of functon evaluations of the ODE solver:  15401
time= 48.46108627319336 rmse_elm= 0.00018577931757956327 rel_err_elm= 0.0003186268108663877
-------------------------------------------------------------------------
Width:  200 param_sampler:  <function sampler_2 at 0x000002820DA0A200> reg_const 1e-08 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  5000
-------------------------------------------------------------------------
Train: elm-ode time =  48.019125858942665
Test: rmse elm-ode =  0.00018628073957460654 +- 1.195211268549374e-06
Test: rel l-2 error elm-ode =  0.0003194867908321902 +- 2.0498856372769433e-06
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  213101
time= 39.988234758377075 rmse_elm= 0.00011051891681545822 rel_err_elm= 0.00018954903303612306
Number of functon evaluations of the ODE solver:  210038
time= 39.36326837539673 rmse_elm= 0.00011067050428456846 rel_err_elm= 0.00018980901801442517
Number of functon evaluations of the ODE solver:  213275
time= 40.04922819137573 rmse_elm= 0.00011041717569514917 rel_err_elm= 0.00018937453864611024
-------------------------------------------------------------------------
Width:  200 param_sampler:  <function sampler_1 at 0x0000028212E03EC0> reg_const 1e-08 atol 1e-06
Boundary scaling:  100000.0 n_int_train:  500
-------------------------------------------------------------------------
Train: elm-ode time =  39.80024377504984
Test: rmse elm-ode =  0.00011053553226505862 +- 1.0408617720702853e-07
Test: rel l-2 error elm-ode =  0.00018957752989888615 +- 1.7851635548475523e-07
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  187793
time= 71.14011001586914 rmse_elm= 0.00011132691754697141 rel_err_elm= 0.00019093482075250597
Number of functon evaluations of the ODE solver:  189647
time= 72.53056287765503 rmse_elm= 0.00011139662768698433 rel_err_elm= 0.00019105437937661307
Number of functon evaluations of the ODE solver:  189974
time= 72.04799032211304 rmse_elm= 0.00011120321386399022 rel_err_elm= 0.00019072265876098697
-------------------------------------------------------------------------
Width:  200 param_sampler:  <function sampler_1 at 0x0000028212E03EC0> reg_const 1e-08 atol 1e-06
Boundary scaling:  100000.0 n_int_train:  1000
-------------------------------------------------------------------------
Train: elm-ode time =  71.90622107187907
Test: rmse elm-ode =  0.00011130891969931532 +- 7.99798667227677e-08
Test: rel l-2 error elm-ode =  0.00019090395296336867 +- 1.371720501475134e-07
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  152948
time= 478.6233723163605 rmse_elm= 0.00011216204898549754 rel_err_elm= 0.00019236713986304357
Number of functon evaluations of the ODE solver:  151868
time= 480.66533303260803 rmse_elm= 0.00011213585547365655 rel_err_elm= 0.00019232221583569744
Number of functon evaluations of the ODE solver:  152813
time= 486.9537994861603 rmse_elm= 0.00011205138754460168 rel_err_elm= 0.00019217734638948627
-------------------------------------------------------------------------
Width:  200 param_sampler:  <function sampler_1 at 0x0000028212E03EC0> reg_const 1e-08 atol 1e-06
Boundary scaling:  100000.0 n_int_train:  5000
-------------------------------------------------------------------------
Train: elm-ode time =  482.0808349450429
Test: rmse elm-ode =  0.00011211643066791859 +- 4.721921172401114e-08
Test: rel l-2 error elm-ode =  0.00019228890069607576 +- 8.098483210760711e-08
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  213071
time= 41.059059143066406 rmse_elm= 0.00015706893311932815 rel_err_elm= 0.0002693861399537342
Number of functon evaluations of the ODE solver:  209960
time= 41.343162298202515 rmse_elm= 0.00015836170143028092 rel_err_elm= 0.0002716033439432558
Number of functon evaluations of the ODE solver:  213236
time= 41.92245078086853 rmse_elm= 0.0001563507343187527 rel_err_elm= 0.0002681543699355382
-------------------------------------------------------------------------
Width:  200 param_sampler:  <function sampler_2 at 0x000002820DA0A200> reg_const 1e-08 atol 1e-06
Boundary scaling:  100000.0 n_int_train:  500
-------------------------------------------------------------------------
Train: elm-ode time =  41.44155740737915
Test: rmse elm-ode =  0.00015726045628945392 +- 8.320689171910809e-07
Test: rel l-2 error elm-ode =  0.000269714617944176 +- 1.4270666345412788e-06
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  187739
time= 70.47815084457397 rmse_elm= 0.00014909112246051012 rel_err_elm= 0.0002557035384616363
Number of functon evaluations of the ODE solver:  189569
time= 71.5334255695343 rmse_elm= 0.00014878843720620008 rel_err_elm= 0.0002551844083532173
Number of functon evaluations of the ODE solver:  189881
time= 73.09437370300293 rmse_elm= 0.00014751955994525358 rel_err_elm= 0.000253008179479607
-------------------------------------------------------------------------
Width:  200 param_sampler:  <function sampler_2 at 0x000002820DA0A200> reg_const 1e-08 atol 1e-06
Boundary scaling:  100000.0 n_int_train:  1000
-------------------------------------------------------------------------
Train: elm-ode time =  71.7019833723704
Test: rmse elm-ode =  0.0001484663732039879 +- 6.808064340572094e-07
Test: rel l-2 error elm-ode =  0.00025463204209815355 +- 1.1676390339202675e-06
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  152831
time= 479.2234699726105 rmse_elm= 0.00014658315926750087 rel_err_elm= 0.00025140217529392745
Number of functon evaluations of the ODE solver:  151790
time= 481.22621178627014 rmse_elm= 0.00014488688125639833 rel_err_elm= 0.00024849291897808965
Number of functon evaluations of the ODE solver:  152723
time= 484.6909806728363 rmse_elm= 0.00014468293193212558 rel_err_elm= 0.00024814312911117643
-------------------------------------------------------------------------
Width:  200 param_sampler:  <function sampler_2 at 0x000002820DA0A200> reg_const 1e-08 atol 1e-06
Boundary scaling:  100000.0 n_int_train:  5000
-------------------------------------------------------------------------
Train: elm-ode time =  481.71355414390564
Test: rmse elm-ode =  0.00014538432415200824 +- 8.517836412773136e-07
Test: rel l-2 error elm-ode =  0.0002493460744610645 +- 1.4608790079773981e-06
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  380
time= 0.2848658561706543 rmse_elm= 0.28873065473747056 rel_err_elm= 0.4951968223210037
Number of functon evaluations of the ODE solver:  419
time= 0.30088019371032715 rmse_elm= 0.10501151931181935 rel_err_elm= 0.18010339330818925
Number of functon evaluations of the ODE solver:  338
time= 0.2739253044128418 rmse_elm= 0.0968041097949792 rel_err_elm= 0.1660270108890039
-------------------------------------------------------------------------
Width:  400 param_sampler:  <function sampler_1 at 0x0000028212E03EC0> reg_const 1e-08 atol 1e-06
Boundary scaling:  100.0 n_int_train:  500
-------------------------------------------------------------------------
Train: elm-ode time =  0.2865571180979411
Test: rmse elm-ode =  0.1635154279480897 +- 0.08860391322314283
Test: rel l-2 error elm-ode =  0.2804424088393989 +- 0.1519629992637985
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  380
time= 0.5420095920562744 rmse_elm= 0.04479829817884042 rel_err_elm= 0.07683276624618002
Number of functon evaluations of the ODE solver:  368
time= 0.5111567974090576 rmse_elm= 0.03135351858224953 rel_err_elm= 0.05377386334204704
Number of functon evaluations of the ODE solver:  368
time= 0.5256867408752441 rmse_elm= 0.03302706886166789 rel_err_elm= 0.056644139728584286
-------------------------------------------------------------------------
Width:  400 param_sampler:  <function sampler_1 at 0x0000028212E03EC0> reg_const 1e-08 atol 1e-06
Boundary scaling:  100.0 n_int_train:  1000
-------------------------------------------------------------------------
Train: elm-ode time =  0.526284376780192
Test: rmse elm-ode =  0.036392961874252616 +- 0.005982610992387392
Test: rel l-2 error elm-ode =  0.06241692310560378 +- 0.010260669949668736
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  341
time= 2.4998555183410645 rmse_elm= 0.02028500587781766 rel_err_elm= 0.03479045361702832
Number of functon evaluations of the ODE solver:  326
time= 2.497697353363037 rmse_elm= 0.021881383559988726 rel_err_elm= 0.03752837265147953
Number of functon evaluations of the ODE solver:  338
time= 2.552262783050537 rmse_elm= 0.021293556538172057 rel_err_elm= 0.03652020095754316
-------------------------------------------------------------------------
Width:  400 param_sampler:  <function sampler_1 at 0x0000028212E03EC0> reg_const 1e-08 atol 1e-06
Boundary scaling:  100.0 n_int_train:  5000
-------------------------------------------------------------------------
Train: elm-ode time =  2.5166052182515464
Test: rmse elm-ode =  0.021153315325326147 +- 0.0006592198036916238
Test: rel l-2 error elm-ode =  0.03627967574201701 +- 0.0011306161872420074
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  377
time= 0.284912109375 rmse_elm= 0.25265162620939235 rel_err_elm= 0.4333183207265745
Number of functon evaluations of the ODE solver:  365
time= 0.3424718379974365 rmse_elm= 0.0963860323166471 rel_err_elm= 0.16530997362483713
Number of functon evaluations of the ODE solver:  338
time= 0.27182865142822266 rmse_elm= 0.0899680063497113 rel_err_elm= 0.15430253117890055
-------------------------------------------------------------------------
Width:  400 param_sampler:  <function sampler_2 at 0x000002820DA0A200> reg_const 1e-08 atol 1e-06
Boundary scaling:  100.0 n_int_train:  500
-------------------------------------------------------------------------
Train: elm-ode time =  0.29973753293355304
Test: rmse elm-ode =  0.14633522162525026 +- 0.07522269682794022
Test: rel l-2 error elm-ode =  0.2509769418434374 +- 0.12901311247841687
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  350
time= 0.5132839679718018 rmse_elm= 0.046349736771396484 rel_err_elm= 0.07949361104549127
Number of functon evaluations of the ODE solver:  350
time= 0.5236837863922119 rmse_elm= 0.03274548590465167 rel_err_elm= 0.056161201795786785
Number of functon evaluations of the ODE solver:  365
time= 0.523505687713623 rmse_elm= 0.03442937829566887 rel_err_elm= 0.05904921575440306
-------------------------------------------------------------------------
Width:  400 param_sampler:  <function sampler_2 at 0x000002820DA0A200> reg_const 1e-08 atol 1e-06
Boundary scaling:  100.0 n_int_train:  1000
-------------------------------------------------------------------------
Train: elm-ode time =  0.5201578140258789
Test: rmse elm-ode =  0.037841533657239 +- 0.006055356503127383
Test: rel l-2 error elm-ode =  0.06490134286522704 +- 0.01038543448424618
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  308
time= 2.357703924179077 rmse_elm= 0.021111688675856086 rel_err_elm= 0.03620828261418931
Number of functon evaluations of the ODE solver:  308
time= 2.393108367919922 rmse_elm= 0.02282584156227229 rel_err_elm= 0.039148195811482114
Number of functon evaluations of the ODE solver:  308
time= 2.4157631397247314 rmse_elm= 0.022190424876535837 rel_err_elm= 0.03805840392945096
-------------------------------------------------------------------------
Width:  400 param_sampler:  <function sampler_2 at 0x000002820DA0A200> reg_const 1e-08 atol 1e-06
Boundary scaling:  100.0 n_int_train:  5000
-------------------------------------------------------------------------
Train: elm-ode time =  2.3888584772745767
Test: rmse elm-ode =  0.02204265170488807 +- 0.0007075581070114225
Test: rel l-2 error elm-ode =  0.03780496078504079 +- 0.0012135203534869067
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  23327
time= 6.670079231262207 rmse_elm= 0.0017677915513741448 rel_err_elm= 0.003031907919726636
Number of functon evaluations of the ODE solver:  23453
time= 6.717234134674072 rmse_elm= 0.0012074796114647781 rel_err_elm= 0.002070926854505413
Number of functon evaluations of the ODE solver:  23399
time= 6.842421531677246 rmse_elm= 0.0014975948060636061 rel_err_elm= 0.0025684982765735213
-------------------------------------------------------------------------
Width:  400 param_sampler:  <function sampler_1 at 0x0000028212E03EC0> reg_const 1e-08 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  500
-------------------------------------------------------------------------
Train: elm-ode time =  6.743244965871175
Test: rmse elm-ode =  0.0014909553229675097 +- 0.00022879456513516945
Test: rel l-2 error elm-ode =  0.00255711101693519 +- 0.0003924014986294711
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  21437
time= 14.42325234413147 rmse_elm= 0.000284410387245297 rel_err_elm= 0.0004877872082097265
Number of functon evaluations of the ODE solver:  21485
time= 14.379735231399536 rmse_elm= 0.00029026465325056246 rel_err_elm= 0.0004978277559495058
Number of functon evaluations of the ODE solver:  21368
time= 14.476320266723633 rmse_elm= 0.0002746050870635735 rel_err_elm= 0.00047097031186628846
-------------------------------------------------------------------------
Width:  400 param_sampler:  <function sampler_1 at 0x0000028212E03EC0> reg_const 1e-08 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  1000
-------------------------------------------------------------------------
Train: elm-ode time =  14.426435947418213
Test: rmse elm-ode =  0.00028309337585314434 +- 6.460463995022179e-06
Test: rel l-2 error elm-ode =  0.0004855284253418403 +- 1.1080227154830938e-05
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  16799
time= 70.45701098442078 rmse_elm= 0.00016778277760857207 rel_err_elm= 0.00028776126451658673
Number of functon evaluations of the ODE solver:  16919
time= 71.79293489456177 rmse_elm= 0.0001693333576770942 rel_err_elm= 0.0002904206368765622
Number of functon evaluations of the ODE solver:  16763
time= 72.67432045936584 rmse_elm= 0.00016815089730629282 rel_err_elm= 0.00028839262007774403
-------------------------------------------------------------------------
Width:  400 param_sampler:  <function sampler_1 at 0x0000028212E03EC0> reg_const 1e-08 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  5000
-------------------------------------------------------------------------
Train: elm-ode time =  71.64142211278279
Test: rmse elm-ode =  0.0001684223441973197 +- 6.614817700741413e-07
Test: rel l-2 error elm-ode =  0.00028885817382363096 +- 1.1344956456453435e-06
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  23297
time= 6.694376707077026 rmse_elm= 0.0019043840864640016 rel_err_elm= 0.003266175352780356
Number of functon evaluations of the ODE solver:  23396
time= 6.738006591796875 rmse_elm= 0.0013085500940547353 rel_err_elm= 0.002244271045666913
Number of functon evaluations of the ODE solver:  23357
time= 6.7527124881744385 rmse_elm= 0.0016271964647256644 rel_err_elm= 0.002790775781521297
-------------------------------------------------------------------------
Width:  400 param_sampler:  <function sampler_2 at 0x000002820DA0A200> reg_const 1e-08 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  500
-------------------------------------------------------------------------
Train: elm-ode time =  6.728365262349446
Test: rmse elm-ode =  0.0016133768817481336 +- 0.00024344441156431867
Test: rel l-2 error elm-ode =  0.0027670740599895216 +- 0.00041752719027382236
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  21392
time= 14.733091831207275 rmse_elm= 0.0003090396619319628 rel_err_elm= 0.0005300284401703494
Number of functon evaluations of the ODE solver:  21440
time= 14.729894876480103 rmse_elm= 0.00031489478276650116 rel_err_elm= 0.0005400704540126455
Number of functon evaluations of the ODE solver:  21290
time= 14.769511699676514 rmse_elm= 0.000299596394455393 rel_err_elm= 0.0005138324596951326
-------------------------------------------------------------------------
Width:  400 param_sampler:  <function sampler_2 at 0x000002820DA0A200> reg_const 1e-08 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  1000
-------------------------------------------------------------------------
Train: elm-ode time =  14.744166135787964
Test: rmse elm-ode =  0.00030784361305128565 +- 6.302542921873652e-06
Test: rel l-2 error elm-ode =  0.0005279771179593759 +- 1.0809379524634606e-05
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  16730
time= 71.41914391517639 rmse_elm= 0.0001834665884335817 rel_err_elm= 0.00031466029014824443
Number of functon evaluations of the ODE solver:  16835
time= 71.91227698326111 rmse_elm= 0.00018433406443940615 rel_err_elm= 0.00031614808285219053
Number of functon evaluations of the ODE solver:  16739
time= 72.13651943206787 rmse_elm= 0.0001826746200463418 rel_err_elm= 0.00031330199922102546
-------------------------------------------------------------------------
Width:  400 param_sampler:  <function sampler_2 at 0x000002820DA0A200> reg_const 1e-08 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  5000
-------------------------------------------------------------------------
Train: elm-ode time =  71.82264677683513
Test: rmse elm-ode =  0.00018349175763977655 +- 6.776990679859528e-07
Test: rel l-2 error elm-ode =  0.0003147034574071535 +- 1.1623096455126824e-06
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  231932
time= 66.06566071510315 rmse_elm= 0.0001904567238786887 rel_err_elm= 0.00032664894740792394
Number of functon evaluations of the ODE solver:  232718
time= 66.16005492210388 rmse_elm= 0.0001491836586387639 rel_err_elm= 0.0002558622456188748
Number of functon evaluations of the ODE solver:  232517
time= 66.55608057975769 rmse_elm= 0.0001699023046327002 rel_err_elm= 0.00029139642770397356
-------------------------------------------------------------------------
Width:  400 param_sampler:  <function sampler_1 at 0x0000028212E03EC0> reg_const 1e-08 atol 1e-06
Boundary scaling:  100000.0 n_int_train:  500
-------------------------------------------------------------------------
Train: elm-ode time =  66.26059873898824
Test: rmse elm-ode =  0.0001698475623833843 +- 1.684970278887568e-05
Test: rel l-2 error elm-ode =  0.00029130254024359076 +- 2.889862624975285e-05
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  212822
time= 146.11187529563904 rmse_elm= 0.00011019191276689075 rel_err_elm= 0.00018898819419521803
Number of functon evaluations of the ODE solver:  213515
time= 147.82450675964355 rmse_elm= 0.00011073089875841423 rel_err_elm= 0.0001899125995047985
Number of functon evaluations of the ODE solver:  211976
time= 148.85840463638306 rmse_elm= 0.0001103791109955723 rel_err_elm= 0.00018930925455533642
-------------------------------------------------------------------------
Width:  400 param_sampler:  <function sampler_1 at 0x0000028212E03EC0> reg_const 1e-08 atol 1e-06
Boundary scaling:  100000.0 n_int_train:  1000
-------------------------------------------------------------------------
Train: elm-ode time =  147.5982622305552
Test: rmse elm-ode =  0.00011043397417362576 +- 2.2343373513450076e-07
Test: rel l-2 error elm-ode =  0.000189403349418451 +- 3.832072342250001e-07
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  166379
time= 737.2683527469635 rmse_elm= 0.00011183061492174894 rel_err_elm= 0.00019179870318171343
Number of functon evaluations of the ODE solver:  167417
time= 717.5437726974487 rmse_elm= 0.00011175954419218 rel_err_elm= 0.00019167681103460292
Number of functon evaluations of the ODE solver:  166238
time= 720.1834590435028 rmse_elm= 0.00011183763591857501 rel_err_elm= 0.00019181074476877995
-------------------------------------------------------------------------
Width:  400 param_sampler:  <function sampler_1 at 0x0000028212E03EC0> reg_const 1e-08 atol 1e-06
Boundary scaling:  100000.0 n_int_train:  5000
-------------------------------------------------------------------------
Train: elm-ode time =  724.9985281626383
Test: rmse elm-ode =  0.00011180926501083465 +- 3.52745749312832e-08
Test: rel l-2 error elm-ode =  0.00019176208632836543 +- 6.049879750585959e-08
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  231863
time= 67.17188119888306 rmse_elm= 0.00022608722302724693 rel_err_elm= 0.000387758184222838
Number of functon evaluations of the ODE solver:  232634
time= 66.63608264923096 rmse_elm= 0.00018887759985668426 rel_err_elm= 0.0003239406198198527
Number of functon evaluations of the ODE solver:  232493
time= 68.71958827972412 rmse_elm= 0.000213939239979525 rel_err_elm= 0.00036692339406759427
-------------------------------------------------------------------------
Width:  400 param_sampler:  <function sampler_2 at 0x000002820DA0A200> reg_const 1e-08 atol 1e-06
Boundary scaling:  100000.0 n_int_train:  500
-------------------------------------------------------------------------
Train: elm-ode time =  67.50918404261272
Test: rmse elm-ode =  0.00020963468762115207 +- 1.5492705646600254e-05
Test: rel l-2 error elm-ode =  0.0003595407327034283 +- 2.6571264531391228e-05
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  212735
time= 148.2228765487671 rmse_elm= 0.0001333293165389171 rel_err_elm= 0.00022867074482387675
Number of functon evaluations of the ODE solver:  213449
time= 175.8042185306549 rmse_elm= 0.0001346650255735703 rel_err_elm= 0.00023096159568661986
Number of functon evaluations of the ODE solver:  211904
time= 142.28823065757751 rmse_elm= 0.0001345364646400217 rel_err_elm= 0.0002307411031108462
-------------------------------------------------------------------------
Width:  400 param_sampler:  <function sampler_2 at 0x000002820DA0A200> reg_const 1e-08 atol 1e-06
Boundary scaling:  100000.0 n_int_train:  1000
-------------------------------------------------------------------------
Train: elm-ode time =  155.43844191233316
Test: rmse elm-ode =  0.0001341769355841697 +- 6.016507917471244e-07
Test: rel l-2 error elm-ode =  0.00023012448120711426 +- 1.031880596436818e-06
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  166253
time= 715.8194563388824 rmse_elm= 0.00013036826891270166 rel_err_elm= 0.00022359230458490637
Number of functon evaluations of the ODE solver:  167303
time= 732.6171586513519 rmse_elm= 0.00013099131945866295 rel_err_elm= 0.0002246608875200503
Number of functon evaluations of the ODE solver:  166148
time= 723.8740277290344 rmse_elm= 0.00013145284770351768 rel_err_elm= 0.00022545244642283206
-------------------------------------------------------------------------
Width:  400 param_sampler:  <function sampler_2 at 0x000002820DA0A200> reg_const 1e-08 atol 1e-06
Boundary scaling:  100000.0 n_int_train:  5000
-------------------------------------------------------------------------
Train: elm-ode time =  724.1035475730896
Test: rmse elm-ode =  0.00013093747869162743 +- 4.44411153114032e-07
Test: rel l-2 error elm-ode =  0.00022456854617592957 +- 7.622016824856405e-07
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  353
time= 0.38741016387939453 rmse_elm= 21.9615093615988 rel_err_elm= 37.6657949919626
Number of functon evaluations of the ODE solver:  392
time= 0.39849233627319336 rmse_elm= 0.36573232803374045 rel_err_elm= 0.6272610257717377
Number of functon evaluations of the ODE solver:  380
time= 0.39107704162597656 rmse_elm= 0.4716588840317363 rel_err_elm= 0.808933782262765
-------------------------------------------------------------------------
Width:  600 param_sampler:  <function sampler_1 at 0x0000028212E03EC0> reg_const 1e-08 atol 1e-06
Boundary scaling:  100.0 n_int_train:  500
-------------------------------------------------------------------------
Train: elm-ode time =  0.39232651392618817
Test: rmse elm-ode =  7.599633524554759 +- 10.155471867514528
Test: rel l-2 error elm-ode =  13.033996599999034 +- 17.41746958782794
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  368
time= 0.9546349048614502 rmse_elm= 0.1219912019837737 rel_err_elm= 0.20922494574887507
Number of functon evaluations of the ODE solver:  383
time= 0.958500862121582 rmse_elm= 0.048078304914418994 rel_err_elm= 0.08245824759358614
Number of functon evaluations of the ODE solver:  368
time= 0.9115915298461914 rmse_elm= 0.05227526873939004 rel_err_elm= 0.08965638577330796
-------------------------------------------------------------------------
Width:  600 param_sampler:  <function sampler_1 at 0x0000028212E03EC0> reg_const 1e-08 atol 1e-06
Boundary scaling:  100.0 n_int_train:  1000
-------------------------------------------------------------------------
Train: elm-ode time =  0.9415757656097412
Test: rmse elm-ode =  0.07411492521252758 +- 0.033896971688188206
Test: rel l-2 error elm-ode =  0.12711319303858973 +- 0.05813609462964113
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  341
time= 3.945467710494995 rmse_elm= 0.020945279664376922 rel_err_elm= 0.03592287747158335
Number of functon evaluations of the ODE solver:  356
time= 3.9884259700775146 rmse_elm= 0.02056025318066155 rel_err_elm= 0.0352625253817831
Number of functon evaluations of the ODE solver:  329
time= 3.8533060550689697 rmse_elm= 0.021414386027581177 rel_err_elm= 0.03672743347067021
-------------------------------------------------------------------------
Width:  600 param_sampler:  <function sampler_1 at 0x0000028212E03EC0> reg_const 1e-08 atol 1e-06
Boundary scaling:  100.0 n_int_train:  5000
-------------------------------------------------------------------------
Train: elm-ode time =  3.9290665785471597
Test: rmse elm-ode =  0.020973306290873215 +- 0.0003492609806351401
Test: rel l-2 error elm-ode =  0.03597094544134555 +- 0.0005990113101378049
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  362
time= 0.3960723876953125 rmse_elm= 15.114924439594557 rel_err_elm= 25.923338687105954
Number of functon evaluations of the ODE solver:  389
time= 0.4161033630371094 rmse_elm= 0.27890204955342607 rel_err_elm= 0.47833995598163975
Number of functon evaluations of the ODE solver:  350
time= 0.39420580863952637 rmse_elm= 0.3558155342097904 rel_err_elm= 0.6102529086610078
-------------------------------------------------------------------------
Width:  600 param_sampler:  <function sampler_2 at 0x000002820DA0A200> reg_const 1e-08 atol 1e-06
Boundary scaling:  100.0 n_int_train:  500
-------------------------------------------------------------------------
Train: elm-ode time =  0.4021271864573161
Test: rmse elm-ode =  5.249880674452592 +- 6.975710013427799
Test: rel l-2 error elm-ode =  9.0039771839162 +- 11.963916457790505
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  365
time= 0.9193770885467529 rmse_elm= 0.11314317185616404 rel_err_elm= 0.19404984628817973
Number of functon evaluations of the ODE solver:  377
time= 0.9219024181365967 rmse_elm= 0.04864537133870081 rel_err_elm= 0.08343081315509403
Number of functon evaluations of the ODE solver:  377
time= 0.954582929611206 rmse_elm= 0.05230453626159465 rel_err_elm= 0.0897065819812794
-------------------------------------------------------------------------
Width:  600 param_sampler:  <function sampler_2 at 0x000002820DA0A200> reg_const 1e-08 atol 1e-06
Boundary scaling:  100.0 n_int_train:  1000
-------------------------------------------------------------------------
Train: elm-ode time =  0.9319541454315186
Test: rmse elm-ode =  0.07136435981881983 +- 0.029579826722751855
Test: rel l-2 error elm-ode =  0.12239574714151773 +- 0.050731835908560625
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  308
time= 3.81170654296875 rmse_elm= 0.021821651917462756 rel_err_elm= 0.03742592797134063
Number of functon evaluations of the ODE solver:  308
time= 3.624819278717041 rmse_elm= 0.021417029220594668 rel_err_elm= 0.03673196676410333
Number of functon evaluations of the ODE solver:  308
time= 3.687472105026245 rmse_elm= 0.022324969070938314 rel_err_elm= 0.03828915828974022
-------------------------------------------------------------------------
Width:  600 param_sampler:  <function sampler_2 at 0x000002820DA0A200> reg_const 1e-08 atol 1e-06
Boundary scaling:  100.0 n_int_train:  5000
-------------------------------------------------------------------------
Train: elm-ode time =  3.707999308904012
Test: rmse elm-ode =  0.021854550069665246 +- 0.0003713941385951626
Test: rel l-2 error elm-ode =  0.037482351008394726 +- 0.0006369714965949657
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  23624
time= 8.913678884506226 rmse_elm= 0.20222836628906132 rel_err_elm= 0.3468382824143367
Number of functon evaluations of the ODE solver:  23600
time= 9.545261144638062 rmse_elm= 0.06068683967649609 rel_err_elm= 0.10408292182148066
Number of functon evaluations of the ODE solver:  23681
time= 9.157547950744629 rmse_elm= 0.04332599042704436 rel_err_elm= 0.07430763734765378
-------------------------------------------------------------------------
Width:  600 param_sampler:  <function sampler_1 at 0x0000028212E03EC0> reg_const 1e-08 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  500
-------------------------------------------------------------------------
Train: elm-ode time =  9.205495993296305
Test: rmse elm-ode =  0.10208039879753393 +- 0.07116910058060576
Test: rel l-2 error elm-ode =  0.17507628052782373 +- 0.12206086148699533
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  22718
time= 21.63378620147705 rmse_elm= 0.0005273660152160886 rel_err_elm= 0.0009044760944159143
Number of functon evaluations of the ODE solver:  22733
time= 22.343616008758545 rmse_elm= 0.0005170609932148817 rel_err_elm= 0.0008868021340476063
Number of functon evaluations of the ODE solver:  22658
time= 24.1691632270813 rmse_elm= 0.0005610283231772795 rel_err_elm= 0.0009622097214515664
-------------------------------------------------------------------------
Width:  600 param_sampler:  <function sampler_1 at 0x0000028212E03EC0> reg_const 1e-08 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  1000
-------------------------------------------------------------------------
Train: elm-ode time =  22.715521812438965
Test: rmse elm-ode =  0.00053515177720275 +- 1.8774896240996846e-05
Test: rel l-2 error elm-ode =  0.0009178293166383623 +- 3.220049137630283e-05
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  17792
time= 113.35747623443604 rmse_elm= 0.00017714277198835628 rel_err_elm= 0.0003038144247812147
Number of functon evaluations of the ODE solver:  17660
time= 108.08363795280457 rmse_elm= 0.00017908068297452456 rel_err_elm= 0.0003071381015247322
Number of functon evaluations of the ODE solver:  17714
time= 100.97954368591309 rmse_elm= 0.00017716472208667455 rel_err_elm= 0.0003038520710053288
-------------------------------------------------------------------------
Width:  600 param_sampler:  <function sampler_1 at 0x0000028212E03EC0> reg_const 1e-08 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  5000
-------------------------------------------------------------------------
Train: elm-ode time =  107.47355262438457
Test: rmse elm-ode =  0.00017779605901651848 +- 9.084105117608776e-07
Test: rel l-2 error elm-ode =  0.0003049348657704252 +- 1.5579987486815446e-06
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  23402
time= 9.456735134124756 rmse_elm= 0.16619120651089023 rel_err_elm= 0.28503158916989857
Number of functon evaluations of the ODE solver:  23429
time= 9.360103845596313 rmse_elm= 0.05658627454028059 rel_err_elm= 0.09705011532221744
Number of functon evaluations of the ODE solver:  23402
time= 9.507712364196777 rmse_elm= 0.03793180313268121 rel_err_elm= 0.06505616244069681
-------------------------------------------------------------------------
Width:  600 param_sampler:  <function sampler_2 at 0x000002820DA0A200> reg_const 1e-08 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  500
-------------------------------------------------------------------------
Train: elm-ode time =  9.441517114639282
Test: rmse elm-ode =  0.08690309472795067 +- 0.05658003669406241
Test: rel l-2 error elm-ode =  0.14904595564427092 +- 0.09703941690286123
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  22682
time= 22.145453691482544 rmse_elm= 0.0005712921969958315 rel_err_elm= 0.0009798131093019908
Number of functon evaluations of the ODE solver:  22667
time= 22.28042197227478 rmse_elm= 0.0005612831836370362 rel_err_elm= 0.0009626468281035134
Number of functon evaluations of the ODE solver:  22577
time= 21.85055923461914 rmse_elm= 0.0006158487489397299 rel_err_elm= 0.0010562312608704872
-------------------------------------------------------------------------
Width:  600 param_sampler:  <function sampler_2 at 0x000002820DA0A200> reg_const 1e-08 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  1000
-------------------------------------------------------------------------
Train: elm-ode time =  22.09214496612549
Test: rmse elm-ode =  0.0005828080431908659 +- 2.3717943480150184e-05
Test: rel l-2 error elm-ode =  0.0009995637327586638 +- 4.0678223980196267e-05
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  17747
time= 105.98368096351624 rmse_elm= 0.00019017085038487648 rel_err_elm= 0.0003261586508516046
Number of functon evaluations of the ODE solver:  17648
time= 107.2098126411438 rmse_elm= 0.00019117990172468153 rel_err_elm= 0.0003278892568985605
Number of functon evaluations of the ODE solver:  17642
time= 108.10278820991516 rmse_elm= 0.00019076406057293285 rel_err_elm= 0.00032717605511843264
-------------------------------------------------------------------------
Width:  600 param_sampler:  <function sampler_2 at 0x000002820DA0A200> reg_const 1e-08 atol 1e-06
Boundary scaling:  10000.0 n_int_train:  5000
-------------------------------------------------------------------------
Train: elm-ode time =  107.0987606048584
Test: rmse elm-ode =  0.00019070493756083028 +- 4.140594156323075e-07
Test: rel l-2 error elm-ode =  0.0003270746542895326 +- 7.101459561321702e-07
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  233318
time= 149.64897871017456 rmse_elm= 0.03835074895597483 rel_err_elm= 0.06577468898789801
Number of functon evaluations of the ODE solver:  233204
time= 181.213525056839 rmse_elm= 0.06722187801794267 rel_err_elm= 0.11529105011451811
Number of functon evaluations of the ODE solver:  233078
time= 143.69966769218445 rmse_elm= 0.023604093868473886 rel_err_elm= 0.040482962531508564
-------------------------------------------------------------------------
Width:  600 param_sampler:  <function sampler_1 at 0x0000028212E03EC0> reg_const 1e-08 atol 1e-06
Boundary scaling:  100000.0 n_int_train:  500
-------------------------------------------------------------------------
Train: elm-ode time =  158.18739048639932
Test: rmse elm-ode =  0.0430589069474638 +- 0.01811542321305299
Test: rel l-2 error elm-ode =  0.07384956721130824 +- 0.03106944088863938
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  225737
time= 271.77823400497437 rmse_elm= 0.00011262256073868149 rel_err_elm= 0.00019315695539899873
Number of functon evaluations of the ODE solver:  225602
time= 268.52167868614197 rmse_elm= 0.00011362477089645649 rel_err_elm= 0.00019487582825605392
Number of functon evaluations of the ODE solver:  224774
time= 267.28288745880127 rmse_elm= 0.00011437881309348449 rel_err_elm= 0.000196169072647453
-------------------------------------------------------------------------
Width:  600 param_sampler:  <function sampler_1 at 0x0000028212E03EC0> reg_const 1e-08 atol 1e-06
Boundary scaling:  100000.0 n_int_train:  1000
-------------------------------------------------------------------------
Train: elm-ode time =  269.1942667166392
Test: rmse elm-ode =  0.00011354204824287415 +- 7.193691039142334e-07
Test: rel l-2 error elm-ode =  0.0001947339521008352 +- 1.2337771846849417e-06
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  176453
time= 1131.6986377239227 rmse_elm= 0.00011139564856906336 rel_err_elm= 0.00019105270010884157
Number of functon evaluations of the ODE solver:  175193
time= 1037.3960971832275 rmse_elm= 0.00011140112613272685 rel_err_elm= 0.00019106209458107968
Number of functon evaluations of the ODE solver:  175529
time= 1021.5457565784454 rmse_elm= 0.00011146425332727404 rel_err_elm= 0.000191170362912235
-------------------------------------------------------------------------
Width:  600 param_sampler:  <function sampler_1 at 0x0000028212E03EC0> reg_const 1e-08 atol 1e-06
Boundary scaling:  100000.0 n_int_train:  5000
-------------------------------------------------------------------------
Train: elm-ode time =  1063.5468304951985
Test: rmse elm-ode =  0.00011142034267635477 +- 3.1129941364528576e-08
Test: rel l-2 error elm-ode =  0.00019109505253405207 +- 5.33904100233823e-08
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  233000
time= 101.37086534500122 rmse_elm= 0.03447188925522896 rel_err_elm= 0.0591221255467738
Number of functon evaluations of the ODE solver:  233030
time= 101.10335612297058 rmse_elm= 0.0608459288218823 rel_err_elm= 0.104355772791644
Number of functon evaluations of the ODE solver:  232979
time= 98.47694396972656 rmse_elm= 0.02030157117794378 rel_err_elm= 0.03481886446931799
-------------------------------------------------------------------------
Width:  600 param_sampler:  <function sampler_2 at 0x000002820DA0A200> reg_const 1e-08 atol 1e-06
Boundary scaling:  100000.0 n_int_train:  500
-------------------------------------------------------------------------
Train: elm-ode time =  100.31705514589946
Test: rmse elm-ode =  0.03853979641835168 +- 0.016800240786086724
Test: rel l-2 error elm-ode =  0.06609892093591192 +- 0.028813794846488806
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  225689
time= 240.01688265800476 rmse_elm= 0.0001330307877026859 rel_err_elm= 0.00022815874331434774
Number of functon evaluations of the ODE solver:  225485
time= 264.9321668148041 rmse_elm= 0.00013634429941180922 rel_err_elm= 0.00023384168844732385
Number of functon evaluations of the ODE solver:  224714
time= 244.6623239517212 rmse_elm= 0.00014113156743827924 rel_err_elm= 0.00024205224688789682
-------------------------------------------------------------------------
Width:  600 param_sampler:  <function sampler_2 at 0x000002820DA0A200> reg_const 1e-08 atol 1e-06
Boundary scaling:  100000.0 n_int_train:  1000
-------------------------------------------------------------------------
Train: elm-ode time =  249.87045780817667
Test: rmse elm-ode =  0.00013683555151759144 +- 3.3253224961123755e-06
Test: rel l-2 error elm-ode =  0.00023468422621652281 +- 5.703201604154772e-06
-------------------------------------------------------------------------

Number of functon evaluations of the ODE solver:  176363
time= 1050.3879084587097 rmse_elm= 0.00012678274950516107 rel_err_elm= 0.00021744284387523977
Number of functon evaluations of the ODE solver:  175088
time= 1068.6044001579285 rmse_elm= 0.00012755448040672795 rel_err_elm= 0.00021876642584990166
Number of functon evaluations of the ODE solver:  175388
time= 1076.13112783432 rmse_elm= 0.0001275560493768076 rel_err_elm= 0.00021876911676264337
-------------------------------------------------------------------------
Width:  600 param_sampler:  <function sampler_2 at 0x000002820DA0A200> reg_const 1e-08 atol 1e-06
Boundary scaling:  100000.0 n_int_train:  5000
-------------------------------------------------------------------------
Train: elm-ode time =  1065.0411454836528
Test: rmse elm-ode =  0.00012729775976289885 +- 3.6416780893625463e-07
Test: rel l-2 error elm-ode =  0.0002183261288292616 +- 6.245777468305314e-07
-------------------------------------------------------------------------

