Reset training subject: 4974691456628
Reset training subject: 4978350415646
Adding measurement 5d11547b to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=3.9404574185609818;dx=-1.5596483032642945E-7
New Minimum: 3.9404574185609818 > 3.940457299351692
WOLFE (weak): th(2.154434690031884)=3.940457299351692; dx=-1.5596451314535232E-7 evalInputDelta=1.1920928955078125E-7
New Minimum: 3.940457299351692 > 3.9404570162296295
WOLFE (weak): th(4.308869380063768)=3.9404570162296295; dx=-1.559646702994854E-7 evalInputDelta=4.023313522338867E-7
New Minimum: 3.9404570162296295 > 3.9404565393924713
WOLFE (weak): th(12.926608140191302)=3.9404565393924713; dx=-1.559644928795793E-7 evalInputDelta=8.791685104370117E-7
New Minimum: 3.9404565393924713 > 3.9404538571834564
WOLFE (weak): th(51.70643256076521)=3.9404538571834564; dx=-1.5596476341568935E-7 evalInputDelta=3.56137752532959E-6
New Minimum: 3.9404538571834564 > 3.940441608428955
WOLFE (weak): th(258.53216280382605)=3.940441608428955; dx=-1.559609165960186E-7 evalInputDelta=1.5810132026672363E-5
New Minimum: 3.940441608428955 > 3.940362513065338
WOLFE (weak): th(1551.1929768229563)=3.940362513065338; dx=-1.5595721448221044E-7 evalInputDelta=9.490549564361572E-5
New Minimum: 3.940362513065338 > 3.9397937208414078
WOLFE (weak): th(10858.350837760694)=3.9397937208414078; dx=-1.5588218755098247E-7 evalInputDelta=6.636977195739746E-4
New Minimum: 3.9397937208414078 > 3.9351902902126312
WOLFE (weak): th(86866.80670208555)=3.9351902902126312; dx=-1.5491869829057677E-7 evalInputDelta=0.005267128348350525
New Minimum: 3.9351902902126312 > 3.896772861480713
WOLFE (weak): th(781801.26031877)=3.896772861480713; dx=-1.4650733881733802E-7 evalInputDelta=0.04368455708026886
New Minimum: 3.896772861480713 > 3.8808130621910095
END: th(7818012.6031877)=3.8808130621910095; dx=-7.603848810133322E-8 evalInputDelta=0.05964435636997223
Fitness changed from 3.9404574185609818 to 3.8808130621910095
Iteration 1 complete. Error: 3.8808130621910095 Total: 48.1990; Orientation: 0.0132; Line Search: 36.9897
Iteration 1
Adding measurement 5955f853 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=3.8808130621910095;dx=-1.248327382340629E-7
Armijo: th(1.684339755941405E7)=4.679429858922958; dx=-3.3486289479437426E-8 evalInputDelta=-0.7986167967319489
Armijo: th(8421698.779707026)=4.021221250295639; dx=-6.345230779037763E-8 evalInputDelta=-0.14040818810462952
New Minimum: 3.8808130621910095 > 3.8485828638076782
END: th(2807232.9265690087)=3.8485828638076782; dx=-9.973459269361972E-8 evalInputDelta=0.0322301983833313
Fitness changed from 3.8808130621910095 to 3.8485828638076782
Iteration 2 complete. Error: 3.8485828638076782 Total: 18.0803; Orientation: 0.0129; Line Search: 14.5847
Iteration 2
Adding measurement 69163648 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=3.8485828638076782;dx=-1.0344903276304277E-7
Armijo: th(6048000.0)=3.944406747817993; dx=-7.815640297319042E-8 evalInputDelta=-0.09582388401031494
Armijo: th(3024000.0)=3.8736608773469925; dx=-8.977656169510686E-8 evalInputDelta=-0.02507801353931427
Armijo: th(1008000.0)=3.851875126361847; dx=-9.845322802202858E-8 evalInputDelta=-0.003292262554168701
Armijo: th(252000.0)=3.848901927471161; dx=-1.0223232900630668E-7 evalInputDelta=-3.19063663482666E-4
Armijo: th(50400.0)=3.848617672920227; dx=-1.0318148302027124E-7 evalInputDelta=-3.4809112548828125E-5
Armijo: th(8400.0)=3.8485877215862274; dx=-1.0338409369721123E-7 evalInputDelta=-4.857778549194336E-6
Armijo: th(1200.0)=3.8485835939645767; dx=-1.0343866148260454E-7 evalInputDelta=-7.301568984985352E-7
Armijo: th(150.0)=3.8485828638076782; dx=-1.0344905650399577E-7 evalInputDelta=0.0
Armijo: th(16.666666666666668)=3.8485828936100006; dx=-1.0344926624520906E-7 evalInputDelta=-2.9802322387695312E-8
New Minimum: 3.8485828638076782 > 3.848582834005356
WOLFE (weak): th(1.6666666666666667)=3.848582834005356; dx=-1.0344920764171716E-7 evalInputDelta=2.9802322387695312E-8
Armijo: th(9.166666666666668)=3.848582997918129; dx=-1.0344918008132226E-7 evalInputDelta=-1.341104507446289E-7
Armijo: th(5.416666666666667)=3.8485829532146454; dx=-1.034491380614707E-7 evalInputDelta=-8.940696716308594E-8
New Minimum: 3.848582834005356 > 3.8485828042030334
WOLFE (weak): th(3.541666666666667)=3.8485828042030334; dx=-1.0344905338504282E-7 evalInputDelta=5.9604644775390625E-8
Armijo: th(4.479166666666667)=3.8485829532146454; dx=-1.0344920672384477E-7 evalInputDelta=-8.940696716308594E-8
WOLFE (weak): th(4.010416666666667)=3.848582834005356; dx=-1.0344914634129368E-7 evalInputDelta=2.9802322387695312E-8
WOLFE (weak): th(4.244791666666667)=3.848582834005356; dx=-1.0344903132429749E-7 evalInputDelta=2.9802322387695312E-8
Armijo: th(4.361979166666667)=3.8485828936100006; dx=-1.0344903162958047E-7 evalInputDelta=-2.9802322387695312E-8
Armijo: th(4.303385416666667)=3.8485829830169678; dx=-1.0344894437779472E-7 evalInputDelta=-1.1920928955078125E-7
Armijo: th(4.274088541666667)=3.8485828638076782; dx=-1.0344903161822044E-7 evalInputDelta=0.0
WOLFE (weak): th(4.259440104166667)=3.8485828042030334; dx=-1.0344903128006413E-7 evalInputDelta=5.9604644775390625E-8
WOLFE (weak): th(4.266764322916667)=3.848582834005356; dx=-1.0344903207260915E-7 evalInputDelta=2.9802322387695312E-8
WOLFE (weak): th(4.270426432291667)=3.8485828042030334; dx=-1.0344911973057906E-7 evalInputDelta=5.9604644775390625E-8
Armijo: th(4.272257486979167)=3.8485828638076782; dx=-1.0344920630845572E-7 evalInputDelta=0.0
WOLFE (weak): th(4.271341959635417)=3.8485828042030334; dx=-1.0344912007616594E-7 evalInputDelta=5.9604644775390625E-8
WOLFE (weak): th(4.271799723307292)=3.8485828042030334; dx=-1.0344920590556082E-7 evalInputDelta=5.9604644775390625E-8
WOLFE (weak): th(4.2720286051432295)=3.8485828042030334; dx=-1.0344920640211532E-7 evalInputDelta=5.9604644775390625E-8
Armijo: th(4.272143046061198)=3.8485828638076782; dx=-1.0344920628475852E-7 evalInputDelta=0.0
Armijo: th(4.272085825602214)=3.8485828638076782; dx=-1.0344920615916263E-7 evalInputDelta=0.0
Armijo: th(4.272057215372722)=3.8485828638076782; dx=-1.034492061735468E-7 evalInputDelta=0.0
mu ~= nu (4.2720286051432295): th(3.541666666666667)=3.8485828042030334
Fitness changed from 3.8485828638076782 to 3.8485828042030334
Iteration 3 complete. Error: 3.8485828042030334 Total: 109.8605; Orientation: 0.0137; Line Search: 106.3197
Iteration 3
Adding measurement 2ad0b574 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.683e+09, gradient 3.216e-04, dot -0.958; [6b2c3551-68e3-46f3-81a0-b5cbdf5cf6b1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.8485828042030334, 3.8485828638076782, 3.8808130621910095, 3.9404574185609818
LBFGS Accumulation History: 3 points
Removed measurement 2ad0b574 to history. Total: 3
th(0)=3.8485828042030334;dx=-1.0344907622842732E-7
Armijo: th(9.203837443164549)=3.848582997918129; dx=-1.0344914112944577E-7 evalInputDelta=-1.9371509552001953E-7
Armijo: th(4.601918721582274)=3.8485828936100006; dx=-1.0344884640780559E-7 evalInputDelta=-8.940696716308594E-8
Armijo: th(1.5339729071940915)=3.8485829532146454; dx=-1.034491613330288E-7 evalInputDelta=-1.4901161193847656E-7
Armijo: th(0.3834932267985229)=3.8485828936100006; dx=-1.0344890672708262E-7 evalInputDelta=-8.940696716308594E-8
Armijo: th(0.07669864535970458)=3.8485828936100006; dx=-1.0344916055932949E-7 evalInputDelta=-8.940696716308594E-8
Armijo: th(0.012783107559950763)=3.8485828638076782; dx=-1.0344916088572819E-7 evalInputDelta=-5.9604644775390625E-8
WOLFE (weak): th(0.001826158222850109)=3.8485828042030334; dx=-1.034493364146396E-7 evalInputDelta=0.0
Armijo: th(0.007304632891400436)=3.8485828936100006; dx=-1.0344907615105054E-7 evalInputDelta=-8.940696716308594E-8
WOLFE (weak): th(0.004565395557125273)=3.8485828042030334; dx=-1.0344916174621868E-7 evalInputDelta=0.0
WOLFE (weak): th(0.0059350142242628546)=3.8485828042030334; dx=-1.0344907560185456E-7 evalInputDelta=0.0
Armijo: th(0.006619823557831646)=3.8485828936100006; dx=-1.0344907565578208E-7 evalInputDelta=-8.940696716308594E-8
Armijo: th(0.00627741889104725)=3.8485829830169678; dx=-1.0344907556309952E-7 evalInputDelta=-1.7881393432617188E-7
Armijo: th(0.006106216557655052)=3.8485828638076782; dx=-1.0344907539017717E-7 evalInputDelta=-5.9604644775390625E-8
WOLFE (weak): th(0.006020615390958953)=3.8485828042030334; dx=-1.0344907564898047E-7 evalInputDelta=0.0
Armijo: th(0.006063415974307002)=3.8485828638076782; dx=-1.0344907520965373E-7 evalInputDelta=-5.9604644775390625E-8
WOLFE (weak): th(0.0060420156826329775)=3.8485828042030334; dx=-1.0344907561366539E-7 evalInputDelta=0.0
Armijo: th(0.00605271582846999)=3.8485828638076782; dx=-1.03449075215252E-7 evalInputDelta=-5.9604644775390625E-8
WOLFE (weak): th(0.006047365755551483)=3.8485828042030334; dx=-1.0344907573495084E-7 evalInputDelta=0.0
WOLFE (weak): th(0.006050040792010736)=3.8485828042030334; dx=-1.0344907574310576E-7 evalInputDelta=0.0
WOLFE (weak): th(0.0060513783102403625)=3.8485828042030334; dx=-1.0344907560658197E-7 evalInputDelta=0.0
WOLFE (weak): th(0.006052047069355176)=3.8485828042030334; dx=-1.0344907569661845E-7 evalInputDelta=0.0
WOLFE (weak): th(0.006052381448912583)=3.8485828042030334; dx=-1.0344907552858716E-7 evalInputDelta=0.0
WOLFE (weak): th(0.006052548638691287)=3.8485828042030334; dx=-1.034490756419601E-7 evalInputDelta=0.0
WOLFE (weak): th(0.006052632233580638)=3.8485828042030334; dx=-1.034490757299611E-7 evalInputDelta=0.0
Armijo: th(0.0060526740310253135)=3.8485828638076782; dx=-1.0344907526754475E-7 evalInputDelta=-5.9604644775390625E-8
mu ~= nu (0.006052632233580638): th(0.0)=3.8485828042030334
Fitness changed from 3.8485828042030334 to 3.8485828042030334
Static Iteration Total: 98.2393; Orientation: 0.3386; Line Search: 94.5531
Iteration 4 failed. Error: 3.8485828042030334
Previous Error: 0.0 -> 3.8485828042030334
Retrying iteration 4
Reset training subject: 5249070824204
Adding measurement 4dbebaf6 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=3.8485828042030334;dx=-1.0344907611569226E-7
Armijo: th(0.013040045874963673)=3.848582923412323; dx=-1.0344916110702859E-7 evalInputDelta=-1.1920928955078125E-7
Armijo: th(0.006520022937481836)=3.8485828638076782; dx=-1.0344907518691883E-7 evalInputDelta=-5.9604644775390625E-8
Armijo: th(0.002173340979160612)=3.8485828638076782; dx=-1.0344933638403676E-7 evalInputDelta=-5.9604644775390625E-8
WOLFE (weak): th(5.43335244790153E-4)=3.8485828042030334; dx=-1.0344907564436652E-7 evalInputDelta=0.0
WOLFE (weak): th(0.0013583381119753827)=3.8485828042030334; dx=-1.0344907507637508E-7 evalInputDelta=0.0
WOLFE (weak): th(0.0017658395455679974)=3.8485828042030334; dx=-1.0344933643361376E-7 evalInputDelta=0.0
Armijo: th(0.001969590262364305)=3.8485828638076782; dx=-1.0344933651955309E-7 evalInputDelta=-5.9604644775390625E-8
WOLFE (weak): th(0.0018677149039661512)=3.8485828042030334; dx=-1.0344933637928784E-7 evalInputDelta=0.0
Armijo: th(0.0019186525831652282)=3.8485828638076782; dx=-1.0344933648888354E-7 evalInputDelta=-5.9604644775390625E-8
WOLFE (weak): th(0.0018931837435656896)=3.8485828042030334; dx=-1.0344933631284616E-7 evalInputDelta=0.0
Armijo: th(0.001905918163365459)=3.8485828638076782; dx=-1.0344933662352728E-7 evalInputDelta=-5.9604644775390625E-8
WOLFE (weak): th(0.0018995509534655741)=3.8485828042030334; dx=-1.034493362665222E-7 evalInputDelta=0.0
Armijo: th(0.0019027345584155166)=3.8485828638076782; dx=-1.0344933654726046E-7 evalInputDelta=-5.9604644775390625E-8
Armijo: th(0.0019011427559405454)=3.8485828638076782; dx=-1.0344933655995055E-7 evalInputDelta=-5.9604644775390625E-8
Armijo: th(0.0019003468547030599)=3.8485828638076782; dx=-1.034493364689672E-7 evalInputDelta=-5.9604644775390625E-8
WOLFE (weak): th(0.001899948904084317)=3.8485828042030334; dx=-1.0344933643260468E-7 evalInputDelta=0.0
WOLFE (weak): th(0.0019001478793936885)=3.8485828042030334; dx=-1.0344933649151195E-7 evalInputDelta=0.0
Armijo: th(0.0019002473670483742)=3.8485828638076782; dx=-1.0344933647373255E-7 evalInputDelta=-5.9604644775390625E-8
WOLFE (weak): th(0.0019001976232210314)=3.8485828042030334; dx=-1.0344933642293492E-7 evalInputDelta=0.0
WOLFE (weak): th(0.0019002224951347028)=3.8485828042030334; dx=-1.0344933651898449E-7 evalInputDelta=0.0
WOLFE (weak): th(0.0019002349310915385)=3.8485828042030334; dx=-1.0344933630721552E-7 evalInputDelta=0.0
mu ~= nu (0.0019002349310915385): th(0.0)=3.8485828042030334
Fitness changed from 3.8485828042030334 to 3.8485828042030334
Static Iteration Total: 85.7304; Orientation: 0.0142; Line Search: 79.2380
Iteration 5 failed. Error: 3.8485828042030334
Previous Error: 0.0 -> 3.8485828042030334
Optimization terminated 5
Final threshold in iteration 5: 3.8485828042030334 (> -Infinity) after 360.110s (< 3600.000s)