Reset training subject: 2584794105610
Reset training subject: 2590971210898
Adding measurement 356b54de to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=-0.9132614135742188;dx=-1.9024141850211278E-6
New Minimum: -0.9132614135742188 > -0.9132658578455448
END: th(2.154434690031884)=-0.9132658578455448; dx=-1.549667532718555E-6 evalInputDelta=4.4442713260650635E-6
Fitness changed from -0.9132614135742188 to -0.9132658578455448
Iteration 1 complete. Error: -0.9132658578455448 Total: 30.3816; Orientation: 0.0065; Line Search: 12.0607
Adding measurement 56d74927 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-0.9132658578455448;dx=-1.5825884867491852E-6
New Minimum: -0.9132658578455448 > -0.913275346159935
WOLFE (weak): th(4.641588833612779)=-0.913275346159935; dx=-1.5568196080972005E-6 evalInputDelta=9.488314390182495E-6
New Minimum: -0.913275346159935 > -0.9132846854627132
WOLFE (weak): th(9.283177667225559)=-0.9132846854627132; dx=-1.6054928628991393E-6 evalInputDelta=1.8827617168426514E-5
New Minimum: -0.9132846854627132 > -0.9133223034441471
WOLFE (weak): th(27.849533001676676)=-0.9133223034441471; dx=-1.5756370171194864E-6 evalInputDelta=5.644559860229492E-5
New Minimum: -0.9133223034441471 > -0.9134909473359585
WOLFE (weak): th(111.3981320067067)=-0.9134909473359585; dx=-1.5675821121334176E-6 evalInputDelta=2.2508949041366577E-4
New Minimum: -0.9134909473359585 > -0.9143900647759438
WOLFE (weak): th(556.9906600335335)=-0.9143900647759438; dx=-1.5702631944218302E-6 evalInputDelta=0.001124206930398941
New Minimum: -0.9143900647759438 > -0.9200011529028416
WOLFE (weak): th(3341.9439602012008)=-0.9200011529028416; dx=-1.5493414316619907E-6 evalInputDelta=0.006735295057296753
New Minimum: -0.9200011529028416 > -0.9597282707691193
WOLFE (weak): th(23393.607721408407)=-0.9597282707691193; dx=-1.523519382607611E-6 evalInputDelta=0.04646241292357445
New Minimum: -0.9597282707691193 > -1.2393457666039467
END: th(187148.86177126726)=-1.2393457666039467; dx=-1.1470384961861906E-6 evalInputDelta=0.32607990875840187
Fitness changed from -0.9132658578455448 to -1.2393457666039467
Iteration 2 complete. Error: -1.2393457666039467 Total: 59.9417; Orientation: 0.0059; Line Search: 53.9303
Adding measurement 115b7d73 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-1.2393457666039467;dx=-1.0100100886015215E-6
New Minimum: -1.2393457666039467 > -1.6644989922642708
END: th(403200.00000000006)=-1.6644989922642708; dx=-6.016134179548085E-7 evalInputDelta=0.4251532256603241
Fitness changed from -1.2393457666039467 to -1.6644989922642708
Iteration 3 complete. Error: -1.6644989922642708 Total: 18.0741; Orientation: 0.0061; Line Search: 12.0714
Adding measurement 66ef796f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.332e+02, gradient 7.696e-04, dot -0.767; [f6a9e4a8-c2d5-4a72-9f61-e082d6b82c61 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.6644989922642708, -1.2393457666039467, -0.9132658578455448, -0.9132614135742188
LBFGS Accumulation History: 3 points
Removed measurement 66ef796f to history. Total: 3
th(0)=-1.6644989922642708;dx=-5.487951775657998E-7
New Minimum: -1.6644989922642708 > -2.0748139023780823
END: th(868668.0670208557)=-2.0748139023780823; dx=-2.5998290537690174E-7 evalInputDelta=0.4103149101138115
Fitness changed from -1.6644989922642708 to -2.0748139023780823
Iteration 4 complete. Error: -2.0748139023780823 Total: 18.7002; Orientation: 0.3585; Line Search: 11.9700
Adding measurement 2fa8da26 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.554e+02, gradient 5.427e-04, dot -0.623; [f6a9e4a8-c2d5-4a72-9f61-e082d6b82c61 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.0748139023780823, -1.2393457666039467, -0.9132658578455448, -0.9132614135742188
LBFGS Accumulation History: 3 points
Removed measurement 2fa8da26 to history. Total: 3
th(0)=-2.0748139023780823;dx=-2.60014909977634E-7
New Minimum: -2.0748139023780823 > -2.420199379324913
END: th(1871488.617712673)=-2.420199379324913; dx=-9.602547071760712E-8 evalInputDelta=0.34538547694683075
Fitness changed from -2.0748139023780823 to -2.420199379324913
Iteration 5 complete. Error: -2.420199379324913 Total: 18.1243; Orientation: 0.1565; Line Search: 11.9669
Adding measurement 48812ef to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.830e+02, gradient 3.760e-04, dot -0.487; [f6a9e4a8-c2d5-4a72-9f61-e082d6b82c61 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.420199379324913, -1.2393457666039467, -0.9132658578455448, -0.9132614135742188
LBFGS Accumulation History: 3 points
Removed measurement 48812ef to history. Total: 3
th(0)=-2.420199379324913;dx=-1.2766544701663986E-7
New Minimum: -2.420199379324913 > -2.751770030707121
END: th(4032000.0000000014)=-2.751770030707121; dx=-2.3345105337602986E-8 evalInputDelta=0.33157065138220787
Fitness changed from -2.420199379324913 to -2.751770030707121
Iteration 6 complete. Error: -2.751770030707121 Total: 18.2578; Orientation: 0.2562; Line Search: 11.9732
Adding measurement 75347ada to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.091e+02, gradient 3.729e-04, dot -0.268; [f6a9e4a8-c2d5-4a72-9f61-e082d6b82c61 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.751770030707121, -1.2393457666039467, -0.9132658578455448, -0.9132614135742188
LBFGS Accumulation History: 3 points
Removed measurement 75347ada to history. Total: 3
th(0)=-2.751770030707121;dx=-1.2699281755719294E-7
Armijo: th(8686680.670208558)=-1.4252461269497871; dx=1.9494612593505964E-7 evalInputDelta=-1.3265239037573338
Armijo: th(4343340.335104279)=-2.469643134623766; dx=1.6159958308103462E-7 evalInputDelta=-0.28212689608335495
New Minimum: -2.751770030707121 > -2.8489074297249317
WOLF (strong): th(1447780.1117014263)=-2.8489074297249317; dx=2.3880021038957447E-8 evalInputDelta=0.09713739901781082
END: th(361945.0279253566)=-2.8022974021732807; dx=-8.435087688480118E-8 evalInputDelta=0.05052737146615982
Fitness changed from -2.751770030707121 to -2.8489074297249317
Iteration 7 complete. Error: -2.8489074297249317 Total: 36.3920; Orientation: 0.1744; Line Search: 30.2099
Adding measurement 46b4f6fc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.681e+02, gradient 4.485e-04, dot -0.145; [f6a9e4a8-c2d5-4a72-9f61-e082d6b82c61 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.8489074297249317, -1.2393457666039467, -0.9132658578455448, -0.9132614135742188
LBFGS Accumulation History: 3 points
Removed measurement 46b4f6fc to history. Total: 3
th(0)=-2.8489074297249317;dx=-1.8217804653203427E-7
New Minimum: -2.8489074297249317 > -2.91718390583992
WOLF (strong): th(779786.9240469472)=-2.91718390583992; dx=1.1698744347723911E-8 evalInputDelta=0.06827647611498833
END: th(389893.4620234736)=-2.905234418809414; dx=-7.097289637165579E-8 evalInputDelta=0.05632698908448219
Fitness changed from -2.8489074297249317 to -2.91718390583992
Iteration 8 complete. Error: -2.91718390583992 Total: 24.3637; Orientation: 0.1491; Line Search: 18.1603
Adding measurement 1962f768 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.581e+02, gradient 2.579e-04, dot -0.450; [f6a9e4a8-c2d5-4a72-9f61-e082d6b82c61 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.91718390583992, -1.2393457666039467, -0.9132658578455448, -0.9132614135742188
LBFGS Accumulation History: 3 points
Removed measurement 1962f768 to history. Total: 3
th(0)=-2.91718390583992;dx=-6.162806151625045E-8
New Minimum: -2.91718390583992 > -2.9592274464666843
END: th(840000.0000000003)=-2.9592274464666843; dx=-2.424125324466134E-8 evalInputDelta=0.0420435406267643
Fitness changed from -2.91718390583992 to -2.9592274464666843
Iteration 9 complete. Error: -2.9592274464666843 Total: 18.2185; Orientation: 0.1480; Line Search: 12.0446
Adding measurement 44d720ad to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.131e+02, gradient 2.108e-04, dot -0.497; [f6a9e4a8-c2d5-4a72-9f61-e082d6b82c61 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.9592274464666843, -1.2393457666039467, -0.9132658578455448, -0.9132614135742188
LBFGS Accumulation History: 3 points
Removed measurement 44d720ad to history. Total: 3
th(0)=-2.9592274464666843;dx=-3.7270688357399196E-8
New Minimum: -2.9592274464666843 > -3.016830489039421
END: th(1809725.139626783)=-3.016830489039421; dx=-1.825899095735826E-8 evalInputDelta=0.05760304257273674
Fitness changed from -2.9592274464666843 to -3.016830489039421
Iteration 10 complete. Error: -3.016830489039421 Total: 18.4652; Orientation: 0.3951; Line Search: 12.0224
Adding measurement 2df00520 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.036e+02, gradient 2.283e-04, dot -0.480; [f6a9e4a8-c2d5-4a72-9f61-e082d6b82c61 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.016830489039421, -1.2393457666039467, -0.9132658578455448, -0.9132614135742188
LBFGS Accumulation History: 3 points
Removed measurement 2df00520 to history. Total: 3
th(0)=-3.016830489039421;dx=-4.6048386648035117E-8
Armijo: th(3898934.6202347362)=-2.9272662438452244; dx=7.580518427694748E-8 evalInputDelta=-0.0895642451941967
New Minimum: -3.016830489039421 > -3.0489529222249985
WOLF (strong): th(1949467.3101173681)=-3.0489529222249985; dx=2.0618289174670998E-8 evalInputDelta=0.03212243318557739
END: th(649822.4367057894)=-3.046136748045683; dx=-2.435318952941038E-8 evalInputDelta=0.029306259006261826
Fitness changed from -3.016830489039421 to -3.0489529222249985
Iteration 11 complete. Error: -3.0489529222249985 Total: 31.2368; Orientation: 0.1539; Line Search: 25.0490
Adding measurement 3d568d69 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.583e+02, gradient 4.032e-04, dot -0.161; [f6a9e4a8-c2d5-4a72-9f61-e082d6b82c61 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.0489529222249985, -1.2393457666039467, -0.9132658578455448, -0.9132614135742188
LBFGS Accumulation History: 3 points
Removed measurement 3d568d69 to history. Total: 3
th(0)=-3.0489529222249985;dx=-1.4397676064915493E-7
New Minimum: -3.0489529222249985 > -3.0580575056374073
WOLF (strong): th(1400000.000000001)=-3.0580575056374073; dx=9.522269719736973E-8 evalInputDelta=0.009104583412408829
New Minimum: -3.0580575056374073 > -3.104349799454212
WOLF (strong): th(700000.0000000005)=-3.104349799454212; dx=3.644871084680672E-9 evalInputDelta=0.055396877229213715
END: th(233333.3333333335)=-3.0815932378172874; dx=-8.809450249001613E-8 evalInputDelta=0.03264031559228897
Fitness changed from -3.0489529222249985 to -3.104349799454212
Iteration 12 complete. Error: -3.104349799454212 Total: 30.2080; Orientation: 0.1553; Line Search: 23.9583
Adding measurement 5b12e45a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.278e+02, gradient 1.824e-04, dot -0.556; [f6a9e4a8-c2d5-4a72-9f61-e082d6b82c61 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.104349799454212, -1.2393457666039467, -0.9132658578455448, -0.9132614135742188
LBFGS Accumulation History: 3 points
Removed measurement 5b12e45a to history. Total: 3
th(0)=-3.104349799454212;dx=-2.895295331562605E-8
New Minimum: -3.104349799454212 > -3.1173108480870724
END: th(502701.42767410656)=-3.1173108480870724; dx=-2.3523299568248197E-8 evalInputDelta=0.012961048632860184
Fitness changed from -3.104349799454212 to -3.1173108480870724
Iteration 13 complete. Error: -3.1173108480870724 Total: 18.2421; Orientation: 0.2455; Line Search: 11.9998
Adding measurement 44be37ab to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.106e+02, gradient 1.625e-04, dot -0.600; [f6a9e4a8-c2d5-4a72-9f61-e082d6b82c61 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.1173108480870724, -1.2393457666039467, -0.9132658578455448, -0.9132614135742188
LBFGS Accumulation History: 3 points
Removed measurement 44be37ab to history. Total: 3
th(0)=-3.1173108480870724;dx=-2.2627500187510227E-8
New Minimum: -3.1173108480870724 > -3.1476371698081493
END: th(1083037.3945096491)=-3.1476371698081493; dx=-1.8951177845822063E-8 evalInputDelta=0.030326321721076965
Fitness changed from -3.1173108480870724 to -3.1476371698081493
Iteration 14 complete. Error: -3.1476371698081493 Total: 18.1814; Orientation: 0.1468; Line Search: 12.0322
Adding measurement 1f354585 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.796e+02, gradient 1.586e-04, dot -0.565; [f6a9e4a8-c2d5-4a72-9f61-e082d6b82c61 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.1476371698081493, -1.2393457666039467, -0.9132658578455448, -0.9132614135742188
LBFGS Accumulation History: 3 points
Removed measurement 1f354585 to history. Total: 3
th(0)=-3.1476371698081493;dx=-2.0051472983486832E-8
New Minimum: -3.1476371698081493 > -3.194005783647299
END: th(2333333.333333335)=-3.194005783647299; dx=-1.5336612199752824E-8 evalInputDelta=0.046368613839149475
Fitness changed from -3.1476371698081493 to -3.194005783647299
Iteration 15 complete. Error: -3.194005783647299 Total: 18.2392; Orientation: 0.1847; Line Search: 12.0128
Adding measurement 420a8d42 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.561e+02, gradient 1.519e-04, dot -0.605; [f6a9e4a8-c2d5-4a72-9f61-e082d6b82c61 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.194005783647299, -1.2393457666039467, -0.9132658578455448, -0.9132614135742188
LBFGS Accumulation History: 3 points
Removed measurement 420a8d42 to history. Total: 3
th(0)=-3.194005783647299;dx=-1.896269808085877E-8
New Minimum: -3.194005783647299 > -3.2305824980139732
END: th(5027014.276741066)=-3.2305824980139732; dx=-1.2633658121943171E-9 evalInputDelta=0.03657671436667442
Fitness changed from -3.194005783647299 to -3.2305824980139732
Iteration 16 complete. Error: -3.2305824980139732 Total: 18.1715; Orientation: 0.1496; Line Search: 12.0041
Adding measurement 119153c1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.909e+02, gradient 3.636e-04, dot -0.138; [f6a9e4a8-c2d5-4a72-9f61-e082d6b82c61 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.2305824980139732, -1.2393457666039467, -0.9132658578455448, -0.9132614135742188
LBFGS Accumulation History: 3 points
Removed measurement 119153c1 to history. Total: 3
th(0)=-3.2305824980139732;dx=-1.2399972876827402E-7
Armijo: th(1.0830373945096493E7)=-1.6903766170144081; dx=1.0444959965867475E-7 evalInputDelta=-1.5402058809995651
Armijo: th(5415186.972548246)=-2.5529744029045105; dx=1.599239716798351E-7 evalInputDelta=-0.6776080951094627
Armijo: th(1805062.3241827488)=-3.203622117638588; dx=1.0901694746760946E-7 evalInputDelta=-0.026960380375385284
New Minimum: -3.2305824980139732 > -3.273617770522833
END: th(451265.5810456872)=-3.273617770522833; dx=-3.6398209919529925E-8 evalInputDelta=0.043035272508859634
Fitness changed from -3.2305824980139732 to -3.273617770522833
Iteration 17 complete. Error: -3.273617770522833 Total: 36.1806; Orientation: 0.1524; Line Search: 30.0107
Adding measurement 6e68aa90 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.047e+02, gradient 1.545e-04, dot -0.469; [f6a9e4a8-c2d5-4a72-9f61-e082d6b82c61 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.273617770522833, -1.2393457666039467, -0.9132658578455448, -0.9132614135742188
LBFGS Accumulation History: 3 points
Removed measurement 6e68aa90 to history. Total: 3
th(0)=-3.273617770522833;dx=-1.983096709095821E-8
New Minimum: -3.273617770522833 > -3.2950555346906185
END: th(972222.2222222231)=-3.2950555346906185; dx=-1.2734908064538645E-8 evalInputDelta=0.021437764167785645
Fitness changed from -3.273617770522833 to -3.2950555346906185
Iteration 18 complete. Error: -3.2950555346906185 Total: 18.1359; Orientation: 0.1534; Line Search: 11.9920
Adding measurement 29619147 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.722e+02, gradient 1.307e-04, dot -0.593; [f6a9e4a8-c2d5-4a72-9f61-e082d6b82c61 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.2950555346906185, -1.2393457666039467, -0.9132658578455448, -0.9132614135742188
LBFGS Accumulation History: 3 points
Removed measurement 29619147 to history. Total: 3
th(0)=-3.2950555346906185;dx=-1.476436059724682E-8
New Minimum: -3.2950555346906185 > -3.318642172962427
END: th(2094589.2819754444)=-3.318642172962427; dx=-9.521733736984748E-9 evalInputDelta=0.023586638271808624
Fitness changed from -3.2950555346906185 to -3.318642172962427
Iteration 19 complete. Error: -3.318642172962427 Total: 19.4799; Orientation: 1.3352; Line Search: 12.0981
Adding measurement 4bba25ac to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.185e+02, gradient 1.467e-04, dot -0.467; [f6a9e4a8-c2d5-4a72-9f61-e082d6b82c61 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.318642172962427, -1.2393457666039467, -0.9132658578455448, -0.9132614135742188
LBFGS Accumulation History: 3 points
Removed measurement 4bba25ac to history. Total: 3
th(0)=-3.318642172962427;dx=-1.8208895907860657E-8
Armijo: th(4512655.810456873)=-3.3125983271747828; dx=1.4724927218257358E-8 evalInputDelta=-0.006043845787644386
New Minimum: -3.318642172962427 > -3.3366700783371925
WOLF (strong): th(2256327.9052284365)=-3.3366700783371925; dx=1.965128374349503E-9 evalInputDelta=0.018027905374765396
END: th(752109.3017428122)=-3.33066438883543; dx=-9.903449952875316E-9 evalInputDelta=0.012022215873003006
Fitness changed from -3.318642172962427 to -3.3366700783371925
Iteration 20 complete. Error: -3.3366700783371925 Total: 30.3102; Orientation: 0.1512; Line Search: 24.0960
Final threshold in iteration 21: -3.3366700783371925 (> -Infinity) after 499.305s (< 5400.000s)
