Reset training subject: 4249151022115
Reset training subject: 4265949738438
Adding measurement 4947951a to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=4.948589384555817;dx=-8.223053043093596E-8
New Minimum: 4.948589384555817 > 4.948589324951172
WOLFE (weak): th(2.154434690031884)=4.948589324951172; dx=-8.223191152043646E-8 evalInputDelta=5.9604644775390625E-8
New Minimum: 4.948589324951172 > 4.948589161038399
WOLFE (weak): th(4.308869380063768)=4.948589161038399; dx=-8.223500136966053E-8 evalInputDelta=2.2351741790771484E-7
New Minimum: 4.948589161038399 > 4.948587700724602
WOLFE (weak): th(12.926608140191302)=4.948587700724602; dx=-8.223424020173351E-8 evalInputDelta=1.6838312149047852E-6
New Minimum: 4.948587700724602 > 4.948583796620369
WOLFE (weak): th(51.70643256076521)=4.948583796620369; dx=-8.223307968157732E-8 evalInputDelta=5.587935447692871E-6
New Minimum: 4.948583796620369 > 4.948560252785683
WOLFE (weak): th(258.53216280382605)=4.948560252785683; dx=-8.223424170090115E-8 evalInputDelta=2.9131770133972168E-5
New Minimum: 4.948560252785683 > 4.948415517807007
WOLFE (weak): th(1551.1929768229563)=4.948415517807007; dx=-8.223481244545773E-8 evalInputDelta=1.7386674880981445E-4
New Minimum: 4.948415517807007 > 4.947372764348984
WOLFE (weak): th(10858.350837760694)=4.947372764348984; dx=-8.223360745241356E-8 evalInputDelta=0.0012166202068328857
New Minimum: 4.947372764348984 > 4.938855513930321
WOLFE (weak): th(86866.80670208555)=4.938855513930321; dx=-8.224151865224744E-8 evalInputDelta=0.00973387062549591
New Minimum: 4.938855513930321 > 4.861018046736717
WOLFE (weak): th(781801.26031877)=4.861018046736717; dx=-8.216431470095809E-8 evalInputDelta=0.08757133781909943
New Minimum: 4.861018046736717 > 4.1006151884794235
WOLFE (weak): th(7818012.6031877)=4.1006151884794235; dx=-7.649795763376504E-8 evalInputDelta=0.8479741960763931
WOLF (strong): th(8.599813863506469E7)=4.4338075667619705; dx=6.841762498182262E-8 evalInputDelta=0.5147818177938461
New Minimum: 4.1006151884794235 > 2.0367368310689926
END: th(4.690807561912619E7)=2.0367368310689926; dx=-5.935700249329751E-9 evalInputDelta=2.911852553486824
Fitness changed from 4.948589384555817 to 2.0367368310689926
Iteration 1 complete. Error: 2.0367368310689926 Total: 283.5612; Orientation: 0.1031; Line Search: 232.3170
Iteration 1
Adding measurement 2af49dba to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=2.0367368310689926;dx=-8.109294662012369E-8
Armijo: th(1.0106038535648431E8)=4.903954327106476; dx=1.2400781806427512E-7 evalInputDelta=-2.867217496037483
New Minimum: 2.0367368310689926 > 0.5261023044586182
END: th(5.0530192678242154E7)=0.5261023044586182; dx=-3.737442158152669E-9 evalInputDelta=1.5106345266103745
Fitness changed from 2.0367368310689926 to 0.5261023044586182
Iteration 2 complete. Error: 0.5261023044586182 Total: 69.4059; Orientation: 0.0961; Line Search: 52.7588
Iteration 2
Adding measurement 723b2d97 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=0.5261023044586182;dx=-4.387146275369561E-8
Armijo: th(1.08864E8)=4.634127467870712; dx=1.002237550324471E-7 evalInputDelta=-4.108025163412094
New Minimum: 0.5261023044586182 > -0.2360343188047409
WOLF (strong): th(5.4432E7)=-0.2360343188047409; dx=1.9223039799826493E-8 evalInputDelta=0.7621366232633591
New Minimum: -0.2360343188047409 > -0.27766822278499603
END: th(1.8144E7)=-0.27766822278499603; dx=-2.160555719667977E-8 evalInputDelta=0.8037705272436142
Fitness changed from 0.5261023044586182 to -0.27766822278499603
Iteration 3 complete. Error: -0.27766822278499603 Total: 89.3449; Orientation: 0.0936; Line Search: 69.3365
Iteration 3
Adding measurement 559b0b88 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.988e+04, gradient 1.290e-04, dot -0.814; [1e0f23ad-010a-453a-b224-00d35508ab0b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.27766822278499603, 0.5261023044586182, 2.0367368310689926, 4.948589384555817
LBFGS Accumulation History: 3 points
Removed measurement 559b0b88 to history. Total: 3
th(0)=-0.27766822278499603;dx=-1.663463851524572E-8
New Minimum: -0.27766822278499603 > -0.7989553064107895
END: th(3.90900630159385E7)=-0.7989553064107895; dx=-5.097096992721757E-9 evalInputDelta=0.5212870836257935
Fitness changed from -0.27766822278499603 to -0.7989553064107895
Iteration 4 complete. Error: -0.7989553064107895 Total: 55.8601; Orientation: 2.1142; Line Search: 34.5157
Iteration 4
Adding measurement 77d113db to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.765e+03, gradient 1.020e-04, dot -0.609; [1e0f23ad-010a-453a-b224-00d35508ab0b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7989553064107895, 0.5261023044586182, 2.0367368310689926, 4.948589384555817
LBFGS Accumulation History: 3 points
Removed measurement 77d113db to history. Total: 3
th(0)=-0.7989553064107895;dx=-1.0410345925315798E-8
New Minimum: -0.7989553064107895 > -0.9602163732051849
END: th(8.421698779707026E7)=-0.9602163732051849; dx=-5.68920503167221E-10 evalInputDelta=0.16126106679439545
Fitness changed from -0.7989553064107895 to -0.9602163732051849
Iteration 5 complete. Error: -0.9602163732051849 Total: 55.4671; Orientation: 2.1753; Line Search: 35.8637
Iteration 5
Adding measurement 1180f358 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.466e+04, gradient 1.260e-04, dot -0.512; [1e0f23ad-010a-453a-b224-00d35508ab0b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.9602163732051849, 0.5261023044586182, 2.0367368310689926, 4.948589384555817
LBFGS Accumulation History: 3 points
Removed measurement 1180f358 to history. Total: 3
th(0)=-0.9602163732051849;dx=-1.5873930302228977E-8
Armijo: th(1.8144000000000003E8)=10.128932863473892; dx=9.553928214470241E-8 evalInputDelta=-11.089149236679077
Armijo: th(9.072000000000001E7)=0.6072655320167542; dx=4.342278930833667E-8 evalInputDelta=-1.567481905221939
New Minimum: -0.9602163732051849 > -1.3096686899662018
WOLF (strong): th(3.0240000000000004E7)=-1.3096686899662018; dx=2.1963797097169308E-10 evalInputDelta=0.34945231676101685
END: th(7560000.000000001)=-1.1127183586359024; dx=-1.2624279938674528E-8 evalInputDelta=0.15250198543071747
Fitness changed from -0.9602163732051849 to -1.3096686899662018
Iteration 6 complete. Error: -1.3096686899662018 Total: 111.7065; Orientation: 2.5847; Line Search: 90.1255
Adding measurement 7d9d98be to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.570e+03, gradient 6.469e-05, dot -0.549; [1e0f23ad-010a-453a-b224-00d35508ab0b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.3096686899662018, 0.5261023044586182, 2.0367368310689926, 4.948589384555817
LBFGS Accumulation History: 3 points
Removed measurement 7d9d98be to history. Total: 3
th(0)=-1.3096686899662018;dx=-4.1836350816320185E-9
New Minimum: -1.3096686899662018 > -1.3765970766544342
END: th(1.6287526256641043E7)=-1.3765970766544342; dx=-2.089965906289089E-9 evalInputDelta=0.06692838668823242
Fitness changed from -1.3096686899662018 to -1.3765970766544342
Iteration 7 complete. Error: -1.3765970766544342 Total: 54.4347; Orientation: 2.0552; Line Search: 37.0522
Adding measurement 21698585 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.796e+03, gradient 4.399e-05, dot -0.683; [1e0f23ad-010a-453a-b224-00d35508ab0b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.3765970766544342, 0.5261023044586182, 2.0367368310689926, 4.948589384555817
LBFGS Accumulation History: 3 points
Removed measurement 21698585 to history. Total: 3
th(0)=-1.3765970766544342;dx=-1.9346817794037767E-9
New Minimum: -1.3765970766544342 > -1.4489318206906319
END: th(3.509041158211262E7)=-1.4489318206906319; dx=-1.4900050779531502E-9 evalInputDelta=0.07233474403619766
Fitness changed from -1.3765970766544342 to -1.4489318206906319
Iteration 8 complete. Error: -1.4489318206906319 Total: 52.8724; Orientation: 2.0583; Line Search: 33.5919
Adding measurement 7bffc329 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.580e+03, gradient 3.739e-05, dot -0.673; [1e0f23ad-010a-453a-b224-00d35508ab0b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.4489318206906319, 0.5261023044586182, 2.0367368310689926, 4.948589384555817
LBFGS Accumulation History: 3 points
Removed measurement 7bffc329 to history. Total: 3
th(0)=-1.4489318206906319;dx=-1.3974656370395966E-9
New Minimum: -1.4489318206906319 > -1.5524891838431358
END: th(7.560000000000003E7)=-1.5524891838431358; dx=-9.584133975015794E-10 evalInputDelta=0.10355736315250397
Fitness changed from -1.4489318206906319 to -1.5524891838431358
Iteration 9 complete. Error: -1.5524891838431358 Total: 54.8416; Orientation: 2.0628; Line Search: 35.5579
Adding measurement 3d806333 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.644e+03, gradient 3.452e-05, dot -0.677; [1e0f23ad-010a-453a-b224-00d35508ab0b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.5524891838431358, 0.5261023044586182, 2.0367368310689926, 4.948589384555817
LBFGS Accumulation History: 3 points
Removed measurement 3d806333 to history. Total: 3
th(0)=-1.5524891838431358;dx=-1.191182006744388E-9
Armijo: th(1.6287526256641048E8)=-1.3486596196889877; dx=2.840823511322671E-9 evalInputDelta=-0.2038295641541481
New Minimum: -1.5524891838431358 > -1.5710389092564583
WOLF (strong): th(8.143763128320524E7)=-1.5710389092564583; dx=6.232729477425283E-10 evalInputDelta=0.01854972541332245
New Minimum: -1.5710389092564583 > -1.5819121152162552
END: th(2.7145877094401747E7)=-1.5819121152162552; dx=-6.508359252156689E-10 evalInputDelta=0.029422931373119354
Fitness changed from -1.5524891838431358 to -1.5819121152162552
Iteration 10 complete. Error: -1.5819121152162552 Total: 85.6996; Orientation: 2.0617; Line Search: 66.5760
Iteration 10
Final threshold in iteration 11: -1.5819121152162552 (> -Infinity) after 914.160s (< 3600.000s)