Reset training subject: 1380510774600300
Reset training subject: 1380556220888200
Adding measurement 4c91a008 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=8.339074663817883;dx=-1.3796923786423194E-5
New Minimum: 8.339074663817883 > 8.339064359664917
WOLFE (weak): th(2.154434690031884)=8.339064359664917; dx=-1.3751735544547742E-5 evalInputDelta=1.0304152965545654E-5
New Minimum: 8.339064359664917 > 8.339054122567177
WOLFE (weak): th(4.308869380063768)=8.339054122567177; dx=-1.3751199061802179E-5 evalInputDelta=2.0541250705718994E-5
New Minimum: 8.339054122567177 > 8.33901096880436
WOLFE (weak): th(12.926608140191302)=8.33901096880436; dx=-1.3751976185322887E-5 evalInputDelta=6.36950135231018E-5
New Minimum: 8.33901096880436 > 8.33882101625204
WOLFE (weak): th(51.70643256076521)=8.33882101625204; dx=-1.3748628809283158E-5 evalInputDelta=2.536475658416748E-4
New Minimum: 8.33882101625204 > 8.337806269526482
WOLFE (weak): th(258.53216280382605)=8.337806269526482; dx=-1.3726400024610928E-5 evalInputDelta=0.0012683942914009094
New Minimum: 8.337806269526482 > 8.331513613462448
WOLFE (weak): th(1551.1929768229563)=8.331513613462448; dx=-1.3588788197036984E-5 evalInputDelta=0.007561050355434418
New Minimum: 8.331513613462448 > 8.288411475718021
END: th(10858.350837760694)=8.288411475718021; dx=-1.2289268421988706E-5 evalInputDelta=0.050663188099861145
Fitness changed from 8.339074663817883 to 8.288411475718021
Iteration 1 complete. Error: 8.288411475718021 Total: 504.5142; Orientation: 0.0502; Line Search: 366.5731
Iteration 1
Adding measurement 389bc2d3 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=8.288411475718021;dx=-1.1896109211963333E-5
New Minimum: 8.288411475718021 > 8.196168802678585
END: th(23393.607721408407)=8.196168802678585; dx=-1.0234962176333461E-5 evalInputDelta=0.09224267303943634
Fitness changed from 8.288411475718021 to 8.196168802678585
Iteration 2 complete. Error: 8.196168802678585 Total: 137.1931; Orientation: 0.0497; Line Search: 91.8208
Iteration 2
Adding measurement 33837bd4 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=8.196168802678585;dx=-9.662688212702743E-6
New Minimum: 8.196168802678585 > 8.043102942407131
END: th(50400.00000000001)=8.043102942407131; dx=-7.507985617664217E-6 evalInputDelta=0.15306586027145386
Fitness changed from 8.196168802678585 to 8.043102942407131
Iteration 3 complete. Error: 8.043102942407131 Total: 138.9581; Orientation: 0.0498; Line Search: 92.4206
Iteration 3
Adding measurement 76e2a621 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.067e+03, gradient 2.624e-03, dot -0.993; [55ca63ef-0d05-4b5c-b048-323408da73bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 8.339074663817883, 8.288411475718021, 8.196168802678585, 8.043102942407131
LBFGS Accumulation History: 3 points
Removed measurement 4c91a008 to history. Total: 4
th(0)=8.043102942407131;dx=-6.885113892037914E-6
New Minimum: 8.043102942407131 > 7.822160825133324
END: th(108583.50837760697)=7.822160825133324; dx=-4.9300147377545715E-6 evalInputDelta=0.22094211727380753
Fitness changed from 8.043102942407131 to 7.822160825133324
Iteration 4 complete. Error: 7.822160825133324 Total: 139.4087; Orientation: 1.4299; Line Search: 91.8430
Iteration 4
Adding measurement 6c851821 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.624e+03, gradient 2.605e-03, dot -0.855; [55ca63ef-0d05-4b5c-b048-323408da73bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 8.288411475718021, 8.196168802678585, 8.043102942407131, 7.822160825133324
LBFGS Accumulation History: 3 points
Removed measurement 389bc2d3 to history. Total: 4
th(0)=7.822160825133324;dx=-6.785077686494473E-6
New Minimum: 7.822160825133324 > 7.5221889317035675
END: th(233936.07721408413)=7.5221889317035675; dx=-3.0806624800461386E-6 evalInputDelta=0.29997189342975616
Fitness changed from 7.822160825133324 to 7.5221889317035675
Iteration 5 complete. Error: 7.5221889317035675 Total: 138.5032; Orientation: 1.4340; Line Search: 91.5681
Iteration 5
Adding measurement 62e99458 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.330e+03, gradient 1.900e-03, dot -0.910; [55ca63ef-0d05-4b5c-b048-323408da73bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 8.196168802678585, 8.043102942407131, 7.822160825133324, 7.5221889317035675
LBFGS Accumulation History: 3 points
Removed measurement 33837bd4 to history. Total: 4
th(0)=7.5221889317035675;dx=-3.611454867556209E-6
New Minimum: 7.5221889317035675 > 7.108918011188507
END: th(504000.0000000002)=7.108918011188507; dx=-5.539112509082848E-7 evalInputDelta=0.4132709205150604
Fitness changed from 7.5221889317035675 to 7.108918011188507
Iteration 6 complete. Error: 7.108918011188507 Total: 139.7917; Orientation: 1.4501; Line Search: 91.8094
Adding measurement 4c8a9266 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.375e+03, gradient 7.852e-02, dot -0.021; [55ca63ef-0d05-4b5c-b048-323408da73bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 8.043102942407131, 7.822160825133324, 7.5221889317035675, 7.108918011188507
LBFGS Accumulation History: 3 points
Removed measurement 76e2a621 to history. Total: 4
th(0)=7.108918011188507;dx=-0.006165313150091215
Armijo: th(1085835.0837760698)=8.730550073087215; dx=3.170040348128382E-6 evalInputDelta=-1.6216320618987083
Armijo: th(542917.5418880349)=8.06935291364789; dx=4.090572714362998E-6 evalInputDelta=-0.960434902459383
Armijo: th(180972.5139626783)=7.370226312428713; dx=3.3704588150569833E-6 evalInputDelta=-0.26130830124020576
Armijo: th(45243.12849066957)=7.1397683173418045; dx=4.8946495986183284E-8 evalInputDelta=-0.030850306153297424
Armijo: th(9048.625698133914)=7.12605033442378; dx=7.332765725954549E-7 evalInputDelta=-0.01713232323527336
Armijo: th(1508.104283022319)=7.111817333847284; dx=1.8827256767467014E-6 evalInputDelta=-0.002899322658777237
Armijo: th(215.44346900318843)=7.109263118356466; dx=-9.312517154908159E-7 evalInputDelta=-3.4510716795921326E-4
Armijo: th(26.930433625398553)=7.108929730951786; dx=-1.6565307654183206E-6 evalInputDelta=-1.1719763278961182E-5
New Minimum: 7.108918011188507 > 7.108895368874073
END: th(2.9922704028220615)=7.108895368874073; dx=-1.4511077703534694E-6 evalInputDelta=2.2642314434051514E-5
Fitness changed from 7.108918011188507 to 7.108895368874073
Iteration 7 complete. Error: 7.108895368874073 Total: 506.7077; Orientation: 1.4239; Line Search: 459.5269
Adding measurement 1b800a11 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.192e+02, gradient 1.699e-03, dot -0.571; [55ca63ef-0d05-4b5c-b048-323408da73bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.822160825133324, 7.5221889317035675, 7.108918011188507, 7.108895368874073
LBFGS Accumulation History: 3 points
Removed measurement 6c851821 to history. Total: 4
th(0)=7.108895368874073;dx=-2.885260089956883E-6
New Minimum: 7.108895368874073 > 7.108888752758503
WOLFE (weak): th(6.446651157795528)=7.108888752758503; dx=-2.868842315893411E-6 evalInputDelta=6.616115570068359E-6
New Minimum: 7.108888752758503 > 7.1088826805353165
WOLFE (weak): th(12.893302315591056)=7.1088826805353165; dx=-2.8687573061455142E-6 evalInputDelta=1.268833875656128E-5
New Minimum: 7.1088826805353165 > 7.108857579529285
WOLFE (weak): th(38.679906946773166)=7.108857579529285; dx=-2.8692225103503084E-6 evalInputDelta=3.7789344787597656E-5
New Minimum: 7.108857579529285 > 7.108745276927948
WOLFE (weak): th(154.71962778709266)=7.108745276927948; dx=-2.8689253021881703E-6 evalInputDelta=1.5009194612503052E-4
New Minimum: 7.108745276927948 > 7.108084425330162
WOLFE (weak): th(773.5981389354633)=7.108084425330162; dx=-4.833805124759244E-6 evalInputDelta=8.109435439109802E-4
New Minimum: 7.108084425330162 > 7.104207046329975
WOLFE (weak): th(4641.58883361278)=7.104207046329975; dx=-2.8434371143996936E-6 evalInputDelta=0.0046883225440979
New Minimum: 7.104207046329975 > 7.078382287174463
WOLFE (weak): th(32491.12183528946)=7.078382287174463; dx=-2.679018609185521E-6 evalInputDelta=0.030513081699609756
New Minimum: 7.078382287174463 > 6.9217812567949295
END: th(259928.9746823157)=6.9217812567949295; dx=-1.7501453648427046E-6 evalInputDelta=0.18711411207914352
Fitness changed from 7.108895368874073 to 6.9217812567949295
Iteration 8 complete. Error: 6.9217812567949295 Total: 464.2181; Orientation: 1.4347; Line Search: 416.5312
Adding measurement 17034458 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.451e+05, gradient 1.492e-03, dot -0.585; [55ca63ef-0d05-4b5c-b048-323408da73bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.5221889317035675, 7.108918011188507, 7.108895368874073, 6.9217812567949295
LBFGS Accumulation History: 3 points
Removed measurement 62e99458 to history. Total: 4
th(0)=6.9217812567949295;dx=-2.2246849404969636E-6
New Minimum: 6.9217812567949295 > 6.6571217849850655
END: th(560000.0000000002)=6.6571217849850655; dx=-1.129101356531471E-6 evalInputDelta=0.26465947180986404
Fitness changed from 6.9217812567949295 to 6.6571217849850655
Iteration 9 complete. Error: 6.6571217849850655 Total: 140.1117; Orientation: 1.4388; Line Search: 93.0110
Adding measurement 48b9773b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.545e+03, gradient 1.648e-03, dot -0.706; [55ca63ef-0d05-4b5c-b048-323408da73bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.108918011188507, 7.108895368874073, 6.9217812567949295, 6.6571217849850655
LBFGS Accumulation History: 3 points
Removed measurement 4c8a9266 to history. Total: 4
th(0)=6.6571217849850655;dx=-2.7172582076853995E-6
New Minimum: 6.6571217849850655 > 6.528849460184574
END: th(1206483.4264178555)=6.528849460184574; dx=-1.587492738479675E-7 evalInputDelta=0.12827232480049133
Fitness changed from 6.6571217849850655 to 6.528849460184574
Iteration 10 complete. Error: 6.528849460184574 Total: 139.5479; Orientation: 1.4486; Line Search: 92.0800
Iteration 10
Adding measurement 666b1244 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.088e+03, gradient 3.226e-03, dot -0.411; [55ca63ef-0d05-4b5c-b048-323408da73bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.108895368874073, 6.9217812567949295, 6.6571217849850655, 6.528849460184574
LBFGS Accumulation History: 3 points
Removed measurement 1b800a11 to history. Total: 4
th(0)=6.528849460184574;dx=-1.0406791381814972E-5
Armijo: th(2599289.7468231576)=7.238841623067856; dx=6.513642562538499E-7 evalInputDelta=-0.7099921628832817
Armijo: th(1299644.8734115788)=6.597581759095192; dx=6.375751822046727E-7 evalInputDelta=-0.06873229891061783
New Minimum: 6.528849460184574 > 6.232810325920582
END: th(433214.9578038596)=6.232810325920582; dx=-9.215944982382018E-9 evalInputDelta=0.2960391342639923
Fitness changed from 6.528849460184574 to 6.232810325920582
Iteration 11 complete. Error: 6.232810325920582 Total: 230.4639; Orientation: 1.4436; Line Search: 182.7626
Adding measurement 79349b61 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.295e+03, gradient 1.753e-03, dot -0.554; [55ca63ef-0d05-4b5c-b048-323408da73bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.9217812567949295, 6.6571217849850655, 6.528849460184574, 6.232810325920582
LBFGS Accumulation History: 3 points
Removed measurement 17034458 to history. Total: 4
th(0)=6.232810325920582;dx=-3.074434453758538E-6
New Minimum: 6.232810325920582 > 6.004732977598906
END: th(933333.333333334)=6.004732977598906; dx=-2.109099593035197E-7 evalInputDelta=0.22807734832167625
Fitness changed from 6.232810325920582 to 6.004732977598906
Iteration 12 complete. Error: 6.004732977598906 Total: 139.1502; Orientation: 1.4458; Line Search: 92.4143
Adding measurement 462f8fe9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.064e+03, gradient 2.004e-03, dot -0.562; [55ca63ef-0d05-4b5c-b048-323408da73bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.6571217849850655, 6.528849460184574, 6.232810325920582, 6.004732977598906
LBFGS Accumulation History: 3 points
Removed measurement 48b9773b to history. Total: 4
th(0)=6.004732977598906;dx=-4.016573700946E-6
Armijo: th(2010805.7106964262)=6.1711214035749435; dx=4.085117777797816E-7 evalInputDelta=-0.16638842597603798
New Minimum: 6.004732977598906 > 5.856499265879393
WOLF (strong): th(1005402.8553482131)=5.856499265879393; dx=3.1713177717952357E-7 evalInputDelta=0.14823371171951294
New Minimum: 5.856499265879393 > 5.7828777357935905
END: th(335134.28511607106)=5.7828777357935905; dx=-8.499868075063977E-7 evalInputDelta=0.22185524180531502
Fitness changed from 6.004732977598906 to 5.7828777357935905
Iteration 13 complete. Error: 5.7828777357935905 Total: 231.5096; Orientation: 1.4372; Line Search: 183.9553
Adding measurement f83d121 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.505e+02, gradient 1.344e-03, dot -0.754; [55ca63ef-0d05-4b5c-b048-323408da73bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.528849460184574, 6.232810325920582, 6.004732977598906, 5.7828777357935905
LBFGS Accumulation History: 3 points
Removed measurement 666b1244 to history. Total: 4
th(0)=5.7828777357935905;dx=-1.8055253820294751E-6
New Minimum: 5.7828777357935905 > 5.586364585906267
END: th(722024.9296730995)=5.586364585906267; dx=-3.0603533327014196E-7 evalInputDelta=0.19651314988732338
Fitness changed from 5.7828777357935905 to 5.586364585906267
Iteration 14 complete. Error: 5.586364585906267 Total: 138.9484; Orientation: 1.4319; Line Search: 91.6934
Adding measurement 102fd71d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.480e+03, gradient 1.652e-03, dot -0.577; [55ca63ef-0d05-4b5c-b048-323408da73bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.232810325920582, 6.004732977598906, 5.7828777357935905, 5.586364585906267
LBFGS Accumulation History: 3 points
Removed measurement 79349b61 to history. Total: 4
th(0)=5.586364585906267;dx=-2.728827622889094E-6
Armijo: th(1555555.555555557)=5.7343828827142715; dx=4.09333224494425E-7 evalInputDelta=-0.14801829680800438
New Minimum: 5.586364585906267 > 5.497345205396414
WOLF (strong): th(777777.7777777785)=5.497345205396414; dx=1.7477331259570114E-7 evalInputDelta=0.08901938050985336
New Minimum: 5.497345205396414 > 5.460483208298683
END: th(259259.25925925947)=5.460483208298683; dx=-7.291772369850301E-7 evalInputDelta=0.125881377607584
Fitness changed from 5.586364585906267 to 5.460483208298683
Iteration 15 complete. Error: 5.460483208298683 Total: 232.7253; Orientation: 1.4467; Line Search: 185.1585
Iteration 15
Adding measurement 49fb693d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.249e+03, gradient 1.116e-03, dot -0.771; [55ca63ef-0d05-4b5c-b048-323408da73bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.004732977598906, 5.7828777357935905, 5.586364585906267, 5.460483208298683
LBFGS Accumulation History: 3 points
Removed measurement 462f8fe9 to history. Total: 4
th(0)=5.460483208298683;dx=-1.2448302691249966E-6
New Minimum: 5.460483208298683 > 5.3129597418010235
END: th(558557.1418601185)=5.3129597418010235; dx=-5.518298312247615E-7 evalInputDelta=0.14752346649765968
Fitness changed from 5.460483208298683 to 5.3129597418010235
Iteration 16 complete. Error: 5.3129597418010235 Total: 139.1216; Orientation: 1.4506; Line Search: 91.6447
Adding measurement 182dcd2b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.135e+03, gradient 1.188e-03, dot -0.709; [55ca63ef-0d05-4b5c-b048-323408da73bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.7828777357935905, 5.586364585906267, 5.460483208298683, 5.3129597418010235
LBFGS Accumulation History: 3 points
Removed measurement f83d121 to history. Total: 4
th(0)=5.3129597418010235;dx=-1.4104032326965086E-6
New Minimum: 5.3129597418010235 > 5.255436554551125
WOLF (strong): th(1203374.8827884994)=5.255436554551125; dx=4.891196789923112E-8 evalInputDelta=0.05752318724989891
New Minimum: 5.255436554551125 > 5.2091595232486725
END: th(601687.4413942497)=5.2091595232486725; dx=-1.7432124889849625E-7 evalInputDelta=0.103800218552351
Fitness changed from 5.3129597418010235 to 5.2091595232486725
Iteration 17 complete. Error: 5.2091595232486725 Total: 185.5910; Orientation: 1.4365; Line Search: 137.4921
Final threshold in iteration 17: 5.2091595232486725 (> -Infinity) after 3746.465s (< 3600.000s)