Reset training subject: 8938154097515
Reset training subject: 8958661046693
Adding measurement a6a370c to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=2.845484286546707;dx=-7.522303786853628E-7
New Minimum: 2.845484286546707 > 2.8454823344945908
WOLFE (weak): th(2.154434690031884)=2.8454823344945908; dx=-7.041673367650464E-7 evalInputDelta=1.952052116394043E-6
New Minimum: 2.8454823344945908 > 2.8454805612564087
WOLFE (weak): th(4.308869380063768)=2.8454805612564087; dx=-7.116205006972941E-7 evalInputDelta=3.725290298461914E-6
New Minimum: 2.8454805612564087 > 2.8454726934432983
END: th(12.926608140191302)=2.8454726934432983; dx=-6.693383475945385E-7 evalInputDelta=1.1593103408813477E-5
Fitness changed from 2.845484286546707 to 2.8454726934432983
Iteration 1 complete. Error: 2.8454726934432983 Total: 143.1964; Orientation: 0.0320; Line Search: 81.8490
Adding measurement 6e68cacf to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=2.8454726934432983;dx=-6.784352436811694E-7
New Minimum: 2.8454726934432983 > 2.8454481661319733
WOLFE (weak): th(27.849533001676672)=2.8454481661319733; dx=-6.959492959116137E-7 evalInputDelta=2.4527311325073242E-5
New Minimum: 2.8454481661319733 > 2.845423400402069
WOLFE (weak): th(55.699066003353344)=2.845423400402069; dx=-6.981246331185228E-7 evalInputDelta=4.929304122924805E-5
New Minimum: 2.845423400402069 > 2.8453246355056763
WOLFE (weak): th(167.09719801006003)=2.8453246355056763; dx=-6.98424875776914E-7 evalInputDelta=1.480579376220703E-4
New Minimum: 2.8453246355056763 > 2.8448812514543533
WOLFE (weak): th(668.3887920402401)=2.8448812514543533; dx=-6.574608222368031E-7 evalInputDelta=5.914419889450073E-4
New Minimum: 2.8448812514543533 > 2.842516168951988
WOLFE (weak): th(3341.9439602012008)=2.842516168951988; dx=-6.951455620572655E-7 evalInputDelta=0.0029565244913101196
New Minimum: 2.842516168951988 > 2.827788695693016
WOLFE (weak): th(20051.663761207205)=2.827788695693016; dx=-6.672213897174413E-7 evalInputDelta=0.017683997750282288
New Minimum: 2.827788695693016 > 2.724487066268921
WOLFE (weak): th(140361.64632845044)=2.724487066268921; dx=-6.577867359025617E-7 evalInputDelta=0.12098562717437744
New Minimum: 2.724487066268921 > 2.0707044452428818
END: th(1122893.1706276035)=2.0707044452428818; dx=-3.939552050315612E-7 evalInputDelta=0.7747682482004166
Fitness changed from 2.8454726934432983 to 2.0707044452428818
Iteration 2 complete. Error: 2.0707044452428818 Total: 204.1907; Orientation: 0.0269; Line Search: 183.7620
Adding measurement 338cdc3b to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=2.0707044452428818;dx=-3.62588555462941E-7
New Minimum: 2.0707044452428818 > 1.2322277426719666
END: th(2419200.0000000005)=1.2322277426719666; dx=-1.6724931891770634E-7 evalInputDelta=0.8384767025709152
Fitness changed from 2.0707044452428818 to 1.2322277426719666
Iteration 3 complete. Error: 1.2322277426719666 Total: 61.6907; Orientation: 0.0277; Line Search: 41.2143
Adding measurement 5c24bce2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.632e+03, gradient 5.110e-04, dot -0.606; [afa6e75b-b3c0-4c06-916c-c193dadd7b18 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.2322277426719666, 2.0707044452428818, 2.8454726934432983, 2.845484286546707
LBFGS Accumulation History: 3 points
Removed measurement 5c24bce2 to history. Total: 3
th(0)=1.2322277426719666;dx=-2.477100369500519E-7
New Minimum: 1.2322277426719666 > 0.5799341797828674
END: th(5212008.402125134)=0.5799341797828674; dx=-3.3591068839758755E-8 evalInputDelta=0.6522935628890991
Fitness changed from 1.2322277426719666 to 0.5799341797828674
Iteration 4 complete. Error: 0.5799341797828674 Total: 61.9357; Orientation: 0.7347; Line Search: 40.7753
Adding measurement 29b14354 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.594e+02, gradient 4.683e-04, dot -0.309; [afa6e75b-b3c0-4c06-916c-c193dadd7b18 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.5799341797828674, 2.0707044452428818, 2.8454726934432983, 2.845484286546707
LBFGS Accumulation History: 3 points
Removed measurement 29b14354 to history. Total: 3
th(0)=0.5799341797828674;dx=-2.031667012545326E-7
New Minimum: 0.5799341797828674 > 0.5321938842535019
WOLF (strong): th(1.1228931706276037E7)=0.5321938842535019; dx=3.9241058273754166E-8 evalInputDelta=0.04774029552936554
New Minimum: 0.5321938842535019 > 0.20634861290454865
WOLF (strong): th(5614465.853138018)=0.20634861290454865; dx=3.1843588834233814E-8 evalInputDelta=0.3735855668783188
END: th(1871488.6177126728)=0.2409059852361679; dx=-7.890378991037819E-8 evalInputDelta=0.3390281945466995
Fitness changed from 0.5799341797828674 to 0.20634861290454865
Iteration 5 complete. Error: 0.20634861290454865 Total: 102.7338; Orientation: 0.6029; Line Search: 81.6701
Adding measurement 1e3dba01 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.242e+02, gradient 4.574e-04, dot -0.198; [afa6e75b-b3c0-4c06-916c-c193dadd7b18 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.20634861290454865, 2.0707044452428818, 2.8454726934432983, 2.845484286546707
LBFGS Accumulation History: 3 points
Removed measurement 1e3dba01 to history. Total: 3
th(0)=0.20634861290454865;dx=-1.8948479594359063E-7
New Minimum: 0.20634861290454865 > -0.19268949329853058
WOLF (strong): th(4032000.000000001)=-0.19268949329853058; dx=1.7408185819486763E-8 evalInputDelta=0.3990381062030792
END: th(2016000.0000000005)=-0.13709498941898346; dx=-6.868631459231456E-8 evalInputDelta=0.3434436023235321
Fitness changed from 0.20634861290454865 to -0.19268949329853058
Iteration 6 complete. Error: -0.19268949329853058 Total: 82.4792; Orientation: 0.5987; Line Search: 61.4479
Adding measurement 3bf9e509 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.162e+03, gradient 3.398e-04, dot -0.307; [afa6e75b-b3c0-4c06-916c-c193dadd7b18 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.19268949329853058, 2.0707044452428818, 2.8454726934432983, 2.845484286546707
LBFGS Accumulation History: 3 points
Removed measurement 3bf9e509 to history. Total: 3
th(0)=-0.19268949329853058;dx=-1.0805836933109879E-7
New Minimum: -0.19268949329853058 > -0.44050848484039307
WOLF (strong): th(4343340.335104279)=-0.44050848484039307; dx=1.0220964152237224E-8 evalInputDelta=0.2478189915418625
END: th(2171670.1675521396)=-0.4007168710231781; dx=-4.292011217928696E-8 evalInputDelta=0.20802737772464752
Fitness changed from -0.19268949329853058 to -0.44050848484039307
Iteration 7 complete. Error: -0.44050848484039307 Total: 82.1993; Orientation: 0.6248; Line Search: 61.1354
Adding measurement 7ef05013 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.248e+03, gradient 3.033e-04, dot -0.328; [afa6e75b-b3c0-4c06-916c-c193dadd7b18 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.44050848484039307, 2.0707044452428818, 2.8454726934432983, 2.845484286546707
LBFGS Accumulation History: 3 points
Removed measurement 7ef05013 to history. Total: 3
th(0)=-0.44050848484039307;dx=-8.358934541291457E-8
New Minimum: -0.44050848484039307 > -0.5723882913589478
WOLF (strong): th(4678721.544281683)=-0.5723882913589478; dx=2.4398184615031685E-8 evalInputDelta=0.1318798065185547
New Minimum: -0.5723882913589478 > -0.5916923880577087
END: th(2339360.7721408415)=-0.5916923880577087; dx=-2.092077271050883E-8 evalInputDelta=0.15118390321731567
Fitness changed from -0.44050848484039307 to -0.5916923880577087
Iteration 8 complete. Error: -0.5916923880577087 Total: 82.2080; Orientation: 0.6104; Line Search: 61.1716
Adding measurement 481987c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.512e+03, gradient 2.156e-04, dot -0.518; [afa6e75b-b3c0-4c06-916c-c193dadd7b18 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5916923880577087, 2.0707044452428818, 2.8454726934432983, 2.845484286546707
LBFGS Accumulation History: 3 points
Removed measurement 481987c to history. Total: 3
th(0)=-0.5916923880577087;dx=-4.2524483899733586E-8
New Minimum: -0.5916923880577087 > -0.7230701446533203
END: th(5040000.000000002)=-0.7230701446533203; dx=-8.483710962578287E-10 evalInputDelta=0.13137775659561157
Fitness changed from -0.5916923880577087 to -0.7230701446533203
Iteration 9 complete. Error: -0.7230701446533203 Total: 61.7739; Orientation: 0.6114; Line Search: 40.7420
Adding measurement 38df89e8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.302e+03, gradient 2.710e-04, dot -0.332; [afa6e75b-b3c0-4c06-916c-c193dadd7b18 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7230701446533203, 2.0707044452428818, 2.8454726934432983, 2.845484286546707
LBFGS Accumulation History: 3 points
Removed measurement 38df89e8 to history. Total: 3
th(0)=-0.7230701446533203;dx=-6.753167144942966E-8
Armijo: th(1.0858350837760698E7)=-0.5217798203229904; dx=2.514988779588494E-8 evalInputDelta=-0.2012903243303299
New Minimum: -0.7230701446533203 > -0.7424332499504089
WOLF (strong): th(5429175.418880349)=-0.7424332499504089; dx=2.8083476727335228E-8 evalInputDelta=0.019363105297088623
New Minimum: -0.7424332499504089 > -0.8177114725112915
END: th(1809725.139626783)=-0.8177114725112915; dx=-1.5288094876934674E-8 evalInputDelta=0.09464132785797119
Fitness changed from -0.7230701446533203 to -0.8177114725112915
Iteration 10 complete. Error: -0.8177114725112915 Total: 102.9092; Orientation: 0.9071; Line Search: 81.5976
Adding measurement 64d36055 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.401e+03, gradient 1.905e-04, dot -0.490; [afa6e75b-b3c0-4c06-916c-c193dadd7b18 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8177114725112915, 2.0707044452428818, 2.8454726934432983, 2.845484286546707
LBFGS Accumulation History: 3 points
Removed measurement 64d36055 to history. Total: 3
th(0)=-0.8177114725112915;dx=-3.1027258289720135E-8
New Minimum: -0.8177114725112915 > -0.8986023142933846
END: th(3898934.6202347362)=-0.8986023142933846; dx=-2.47306449930146E-10 evalInputDelta=0.08089084178209305
Fitness changed from -0.8177114725112915 to -0.8986023142933846
Iteration 11 complete. Error: -0.8986023142933846 Total: 62.0617; Orientation: 0.7911; Line Search: 40.8363
Adding measurement 29457195 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.346e+03, gradient 2.345e-04, dot -0.358; [afa6e75b-b3c0-4c06-916c-c193dadd7b18 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8986023142933846, 2.0707044452428818, 2.8454726934432983, 2.845484286546707
LBFGS Accumulation History: 3 points
Removed measurement 29457195 to history. Total: 3
th(0)=-0.8986023142933846;dx=-4.9231846853254495E-8
Armijo: th(8400000.000000004)=-0.8179464191198349; dx=2.1537060532185717E-8 evalInputDelta=-0.08065589517354965
New Minimum: -0.8986023142933846 > -0.9371408000588417
WOLF (strong): th(4200000.000000002)=-0.9371408000588417; dx=1.9991078050963102E-8 evalInputDelta=0.03853848576545715
New Minimum: -0.9371408000588417 > -0.9605667442083359
END: th(1400000.0000000007)=-0.9605667442083359; dx=-1.522602485995686E-8 evalInputDelta=0.061964429914951324
Fitness changed from -0.8986023142933846 to -0.9605667442083359
Iteration 12 complete. Error: -0.9605667442083359 Total: 102.5815; Orientation: 0.6218; Line Search: 81.5357
Adding measurement 3c657dc9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.452e+03, gradient 1.646e-04, dot -0.537; [afa6e75b-b3c0-4c06-916c-c193dadd7b18 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.9605667442083359, 2.0707044452428818, 2.8454726934432983, 2.845484286546707
LBFGS Accumulation History: 3 points
Removed measurement 3c657dc9 to history. Total: 3
th(0)=-0.9605667442083359;dx=-2.279470372771408E-8
New Minimum: -0.9605667442083359 > -1.012762799859047
END: th(3016208.566044639)=-1.012762799859047; dx=-4.717605557275572E-9 evalInputDelta=0.05219605565071106
Fitness changed from -0.9605667442083359 to -1.012762799859047
Iteration 13 complete. Error: -1.012762799859047 Total: 62.3656; Orientation: 0.6257; Line Search: 41.2932
Adding measurement 1152f409 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.351e+03, gradient 1.934e-04, dot -0.412; [afa6e75b-b3c0-4c06-916c-c193dadd7b18 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.012762799859047, 2.0707044452428818, 2.8454726934432983, 2.845484286546707
LBFGS Accumulation History: 3 points
Removed measurement 1152f409 to history. Total: 3
th(0)=-1.012762799859047;dx=-3.330011146762435E-8
Armijo: th(6498224.367057894)=-1.0096183568239212; dx=1.1980920693838225E-8 evalInputDelta=-0.0031444430351257324
New Minimum: -1.012762799859047 > -1.051745817065239
WOLF (strong): th(3249112.183528947)=-1.051745817065239; dx=7.960963295491562E-9 evalInputDelta=0.03898301720619202
END: th(1083037.3945096491)=-1.0472662299871445; dx=-1.4048062540000533E-8 evalInputDelta=0.034503430128097534
Fitness changed from -1.012762799859047 to -1.051745817065239
Iteration 14 complete. Error: -1.051745817065239 Total: 102.9950; Orientation: 0.6232; Line Search: 81.9580
Adding measurement 5049a7af to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.373e+03, gradient 2.213e-04, dot -0.351; [afa6e75b-b3c0-4c06-916c-c193dadd7b18 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.051745817065239, 2.0707044452428818, 2.8454726934432983, 2.845484286546707
LBFGS Accumulation History: 3 points
Removed measurement 5049a7af to history. Total: 3
th(0)=-1.051745817065239;dx=-4.4987905889328014E-8
New Minimum: -1.051745817065239 > -1.1060807183384895
WOLF (strong): th(2333333.333333335)=-1.1060807183384895; dx=8.032602448386198E-9 evalInputDelta=0.05433490127325058
END: th(1166666.6666666674)=-1.0991267263889313; dx=-1.943698543981691E-8 evalInputDelta=0.04738090932369232
Fitness changed from -1.051745817065239 to -1.1060807183384895
Iteration 15 complete. Error: -1.1060807183384895 Total: 82.1766; Orientation: 0.6115; Line Search: 61.1127
Adding measurement 49006759 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.360e+03, gradient 1.966e-04, dot -0.381; [afa6e75b-b3c0-4c06-916c-c193dadd7b18 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1060807183384895, 2.0707044452428818, 2.8454726934432983, 2.845484286546707
LBFGS Accumulation History: 3 points
Removed measurement 49006759 to history. Total: 3
th(0)=-1.1060807183384895;dx=-3.6107884038234165E-8
New Minimum: -1.1060807183384895 > -1.1441826820373535
WOLF (strong): th(2513507.138370533)=-1.1441826820373535; dx=1.1382176489337097E-8 evalInputDelta=0.03810196369886398
END: th(1256753.5691852665)=-1.1438586190342903; dx=-9.7558730952367E-9 evalInputDelta=0.03777790069580078
Fitness changed from -1.1060807183384895 to -1.1441826820373535
Iteration 16 complete. Error: -1.1441826820373535 Total: 82.1871; Orientation: 0.6251; Line Search: 61.1689
Adding measurement 19e202cc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.371e+03, gradient 2.060e-04, dot -0.354; [afa6e75b-b3c0-4c06-916c-c193dadd7b18 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1441826820373535, 2.0707044452428818, 2.8454726934432983, 2.845484286546707
LBFGS Accumulation History: 3 points
Removed measurement 19e202cc to history. Total: 3
th(0)=-1.1441826820373535;dx=-4.0165840785393E-8
New Minimum: -1.1441826820373535 > -1.170941099524498
WOLF (strong): th(2707593.486274123)=-1.170941099524498; dx=1.7897665883564712E-8 evalInputDelta=0.02675841748714447
New Minimum: -1.170941099524498 > -1.1829635202884674
END: th(1353796.7431370616)=-1.1829635202884674; dx=-7.896611541585312E-9 evalInputDelta=0.03878083825111389
Fitness changed from -1.1441826820373535 to -1.1829635202884674
Iteration 17 complete. Error: -1.1829635202884674 Total: 82.3688; Orientation: 0.6408; Line Search: 61.1044
Adding measurement f6f2ba5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.414e+03, gradient 1.374e-04, dot -0.539; [afa6e75b-b3c0-4c06-916c-c193dadd7b18 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1829635202884674, 2.0707044452428818, 2.8454726934432983, 2.845484286546707
LBFGS Accumulation History: 3 points
Removed measurement f6f2ba5 to history. Total: 3
th(0)=-1.1829635202884674;dx=-1.6324677754448873E-8
New Minimum: -1.1829635202884674 > -1.2103504836559296
END: th(2916666.6666666693)=-1.2103504836559296; dx=-2.565537485682862E-9 evalInputDelta=0.027386963367462158
Fitness changed from -1.1829635202884674 to -1.2103504836559296
Iteration 18 complete. Error: -1.2103504836559296 Total: 62.2735; Orientation: 0.9484; Line Search: 40.8574
Adding measurement 3d80cce to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.378e+03, gradient 1.737e-04, dot -0.403; [afa6e75b-b3c0-4c06-916c-c193dadd7b18 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.2103504836559296, 2.0707044452428818, 2.8454726934432983, 2.845484286546707
LBFGS Accumulation History: 3 points
Removed measurement 3d80cce to history. Total: 3
th(0)=-1.2103504836559296;dx=-2.792711014531736E-8
Armijo: th(6283767.845926333)=-1.180681824684143; dx=1.2715846355960046E-8 evalInputDelta=-0.0296686589717865
New Minimum: -1.2103504836559296 > -1.2288436591625214
WOLF (strong): th(3141883.9229631666)=-1.2288436591625214; dx=9.862556217337141E-9 evalInputDelta=0.018493175506591797
New Minimum: -1.2288436591625214 > -1.235270895063877
END: th(1047294.6409877222)=-1.235270895063877; dx=-9.057817987755096E-9 evalInputDelta=0.02492041140794754
Fitness changed from -1.2103504836559296 to -1.235270895063877
Iteration 19 complete. Error: -1.235270895063877 Total: 102.6904; Orientation: 0.6062; Line Search: 81.6634
Adding measurement 7cc63afc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.429e+03, gradient 1.264e-04, dot -0.566; [afa6e75b-b3c0-4c06-916c-c193dadd7b18 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.235270895063877, 2.0707044452428818, 2.8454726934432983, 2.845484286546707
LBFGS Accumulation History: 3 points
Removed measurement 7cc63afc to history. Total: 3
th(0)=-1.235270895063877;dx=-1.4195081043666367E-8
New Minimum: -1.235270895063877 > -1.2614356130361557
END: th(2256327.9052284365)=-1.2614356130361557; dx=-3.9570994487502705E-9 evalInputDelta=0.026164717972278595
Fitness changed from -1.235270895063877 to -1.2614356130361557
Iteration 20 complete. Error: -1.2614356130361557 Total: 61.9582; Orientation: 0.6025; Line Search: 40.8290
Final threshold in iteration 21: -1.2614356130361557 (> -Infinity) after 1788.987s (< 5400.000s)
