Reset training subject: 2735939890889
Adjust for PipelineNetwork : 298005.22765704326
Mask: [600, 750, 64]
Adjust for PipelineNetwork : 7985481.309680817
Mask: [600, 750, 64]
Adjust for PipelineNetwork : 9982600.092082508
Mask: [300, 375, 128]
Adjust for PipelineNetwork : 1.371940750725157E7
Mask: [300, 375, 128]
Adjust for PipelineNetwork : 4.495001526577726E7
Mask: [150, 188, 256]
Adjust for PipelineNetwork : 4.944768248455829E7
Mask: [150, 188, 256]
Adjust for PipelineNetwork : 2.2575599333826378E7
Mask: [150, 188, 256]
Reset training subject: 2843597494597
Adding measurement a681fee to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=11.664540641009808;dx=-2.6939385780940623E-7
New Minimum: 11.664540641009808 > 11.664540015161037
WOLFE (weak): th(2.154434690031884)=11.664540015161037; dx=-2.534351831476199E-7 evalInputDelta=6.258487701416016E-7
New Minimum: 11.664540015161037 > 11.664539854973555
WOLFE (weak): th(4.308869380063768)=11.664539854973555; dx=-2.534361436207555E-7 evalInputDelta=7.860362529754639E-7
New Minimum: 11.664539854973555 > 11.664537362754345
WOLFE (weak): th(12.926608140191302)=11.664537362754345; dx=-2.5343630146524926E-7 evalInputDelta=3.2782554626464844E-6
New Minimum: 11.664537362754345 > 11.664527736604214
WOLFE (weak): th(51.70643256076521)=11.664527736604214; dx=-2.5343565972184963E-7 evalInputDelta=1.290440559387207E-5
New Minimum: 11.664527736604214 > 11.664476320147514
WOLFE (weak): th(258.53216280382605)=11.664476320147514; dx=-2.5344443231878573E-7 evalInputDelta=6.432086229324341E-5
New Minimum: 11.664476320147514 > 11.66415623575449
WOLFE (weak): th(1551.1929768229563)=11.66415623575449; dx=-2.534997406251867E-7 evalInputDelta=3.84405255317688E-4
New Minimum: 11.66415623575449 > 11.661848902702332
WOLFE (weak): th(10858.350837760694)=11.661848902702332; dx=-2.5366934592902804E-7 evalInputDelta=0.0026917383074760437
New Minimum: 11.661848902702332 > 11.642923664301634
WOLFE (weak): th(86866.80670208555)=11.642923664301634; dx=-2.549943464828924E-7 evalInputDelta=0.021616976708173752
New Minimum: 11.642923664301634 > 11.466780439019203
WOLFE (weak): th(781801.26031877)=11.466780439019203; dx=-2.5515725269626717E-7 evalInputDelta=0.1977602019906044
New Minimum: 11.466780439019203 > 9.95282755792141
END: th(7818012.6031877)=9.95282755792141; dx=-1.798621972136218E-7 evalInputDelta=1.711713083088398
Fitness changed from 11.664540641009808 to 9.95282755792141
Iteration 1 complete. Error: 9.95282755792141 Total: 456.1286; Orientation: 0.1074; Line Search: 295.0460
Iteration 1
Adding measurement 328642fb to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=9.95282755792141;dx=-2.4716765211303487E-7
New Minimum: 9.95282755792141 > 7.305577706545591
END: th(1.684339755941405E7)=7.305577706545591; dx=-1.073482592196693E-7 evalInputDelta=2.6472498513758183
Fitness changed from 9.95282755792141 to 7.305577706545591
Iteration 2 complete. Error: 7.305577706545591 Total: 81.5618; Orientation: 0.1092; Line Search: 54.0066
Iteration 2
Adding measurement 42e3e92a to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=7.305577706545591;dx=-1.417388919965783E-7
New Minimum: 7.305577706545591 > 5.80528336763382
WOLF (strong): th(3.6288E7)=5.80528336763382; dx=1.6904859022200478E-8 evalInputDelta=1.5002943389117718
END: th(1.8144E7)=6.014488525688648; dx=-4.5987975353566326E-8 evalInputDelta=1.2910891808569431
Fitness changed from 7.305577706545591 to 5.80528336763382
Iteration 3 complete. Error: 5.80528336763382 Total: 107.7665; Orientation: 0.1097; Line Search: 79.9653
Iteration 3
Adding measurement 3b58f89c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.625e+03, gradient 2.857e-04, dot -0.861; [c4f9907b-35e9-4051-831e-7b4f88f5dc88 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 11.664540641009808, 9.95282755792141, 7.305577706545591, 5.80528336763382
LBFGS Accumulation History: 3 points
Removed measurement a681fee to history. Total: 4
th(0)=5.80528336763382;dx=-8.165009305281203E-8
New Minimum: 5.80528336763382 > 5.39265551418066
WOLF (strong): th(3.90900630159385E7)=5.39265551418066; dx=3.771219254969267E-9 evalInputDelta=0.41262785345315933
New Minimum: 5.39265551418066 > 5.2480167634785175
END: th(1.954503150796925E7)=5.2480167634785175; dx=-5.207122544117461E-9 evalInputDelta=0.557266604155302
Fitness changed from 5.80528336763382 to 5.2480167634785175
Iteration 4 complete. Error: 5.2480167634785175 Total: 111.2130; Orientation: 2.3758; Line Search: 82.2596
Iteration 4
Adding measurement 1fee4237 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.871e+03, gradient 2.223e-04, dot -0.712; [c4f9907b-35e9-4051-831e-7b4f88f5dc88 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 9.95282755792141, 7.305577706545591, 5.80528336763382, 5.2480167634785175
LBFGS Accumulation History: 3 points
Removed measurement 328642fb to history. Total: 4
th(0)=5.2480167634785175;dx=-4.943630829955638E-8
New Minimum: 5.2480167634785175 > 5.098748743534088
WOLF (strong): th(4.210849389853513E7)=5.098748743534088; dx=1.6458726454198377E-8 evalInputDelta=0.1492680199444294
New Minimum: 5.098748743534088 > 4.92203102260828
END: th(2.1054246949267566E7)=4.92203102260828; dx=-6.913926616152071E-9 evalInputDelta=0.32598574087023735
Fitness changed from 5.2480167634785175 to 4.92203102260828
Iteration 5 complete. Error: 4.92203102260828 Total: 110.7506; Orientation: 2.3627; Line Search: 82.0288
Iteration 5
Adding measurement 25693d1b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.629e+03, gradient 1.778e-04, dot -0.729; [c4f9907b-35e9-4051-831e-7b4f88f5dc88 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.305577706545591, 5.80528336763382, 5.2480167634785175, 4.92203102260828
LBFGS Accumulation History: 3 points
Removed measurement 42e3e92a to history. Total: 4
th(0)=4.92203102260828;dx=-3.1629614400704535E-8
New Minimum: 4.92203102260828 > 4.705319046974182
END: th(4.536000000000001E7)=4.705319046974182; dx=-4.310927241673968E-9 evalInputDelta=0.21671197563409805
Fitness changed from 4.92203102260828 to 4.705319046974182
Iteration 6 complete. Error: 4.705319046974182 Total: 83.1539; Orientation: 2.3553; Line Search: 53.7990
Adding measurement 5d66880 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.243e+04, gradient 2.333e-04, dot -0.559; [c4f9907b-35e9-4051-831e-7b4f88f5dc88 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.80528336763382, 5.2480167634785175, 4.92203102260828, 4.705319046974182
LBFGS Accumulation History: 3 points
Removed measurement 3b58f89c to history. Total: 4
th(0)=4.705319046974182;dx=-5.442197534671886E-8
Armijo: th(9.772515753984627E7)=6.4466965943574905; dx=5.093149968692136E-8 evalInputDelta=-1.7413775473833084
Armijo: th(4.8862578769923136E7)=4.882327884435654; dx=2.5797558583172587E-8 evalInputDelta=-0.17700883746147156
New Minimum: 4.705319046974182 > 4.409005895256996
END: th(1.6287526256641045E7)=4.409005895256996; dx=-9.719574709249749E-9 evalInputDelta=0.296313151717186
Fitness changed from 4.705319046974182 to 4.409005895256996
Iteration 7 complete. Error: 4.409005895256996 Total: 137.7657; Orientation: 2.3347; Line Search: 108.0672
Adding measurement 355e9086 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.077e+03, gradient 1.536e-04, dot -0.658; [c4f9907b-35e9-4051-831e-7b4f88f5dc88 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.2480167634785175, 4.92203102260828, 4.705319046974182, 4.409005895256996
LBFGS Accumulation History: 3 points
Removed measurement 1fee4237 to history. Total: 4
th(0)=4.409005895256996;dx=-2.358332456430429E-8
New Minimum: 4.409005895256996 > 4.2043415531516075
END: th(3.509041158211262E7)=4.2043415531516075; dx=-6.2893090812438634E-9 evalInputDelta=0.20466434210538864
Fitness changed from 4.409005895256996 to 4.2043415531516075
Iteration 8 complete. Error: 4.2043415531516075 Total: 82.6526; Orientation: 2.3484; Line Search: 53.4657
Adding measurement 50abc31 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.047e+04, gradient 1.787e-04, dot -0.587; [c4f9907b-35e9-4051-831e-7b4f88f5dc88 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.92203102260828, 4.705319046974182, 4.409005895256996, 4.2043415531516075
LBFGS Accumulation History: 3 points
Removed measurement 25693d1b to history. Total: 4
th(0)=4.2043415531516075;dx=-3.193818895159629E-8
Armijo: th(7.560000000000003E7)=4.741587430238724; dx=8.644872366739044E-9 evalInputDelta=-0.5372458770871162
Armijo: th(3.7800000000000015E7)=4.348837599158287; dx=3.1882809539623465E-9 evalInputDelta=-0.14449604600667953
New Minimum: 4.2043415531516075 > 4.120097376406193
END: th(1.2600000000000006E7)=4.120097376406193; dx=-3.090927010664359E-9 evalInputDelta=0.08424417674541473
Fitness changed from 4.2043415531516075 to 4.120097376406193
Iteration 9 complete. Error: 4.120097376406193 Total: 136.8847; Orientation: 2.3542; Line Search: 107.3732
Adding measurement 3bb7d562 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.518e+03, gradient 1.613e-04, dot -0.556; [c4f9907b-35e9-4051-831e-7b4f88f5dc88 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.705319046974182, 4.409005895256996, 4.2043415531516075, 4.120097376406193
LBFGS Accumulation History: 3 points
Removed measurement 5d66880 to history. Total: 4
th(0)=4.120097376406193;dx=-2.6033708458607943E-8
Armijo: th(2.7145877094401747E7)=4.165781132876873; dx=9.360221626253143E-9 evalInputDelta=-0.04568375647068024
New Minimum: 4.120097376406193 > 4.028276301920414
END: th(1.3572938547200873E7)=4.028276301920414; dx=-1.2139356615702067E-9 evalInputDelta=0.09182107448577881
Fitness changed from 4.120097376406193 to 4.028276301920414
Iteration 10 complete. Error: 4.028276301920414 Total: 112.0722; Orientation: 2.3568; Line Search: 81.5883
Iteration 10
Adding measurement 6b030037 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.198e+03, gradient 1.640e-04, dot -0.570; [c4f9907b-35e9-4051-831e-7b4f88f5dc88 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.409005895256996, 4.2043415531516075, 4.120097376406193, 4.028276301920414
LBFGS Accumulation History: 3 points
Removed measurement 355e9086 to history. Total: 4
th(0)=4.028276301920414;dx=-2.6889900132402766E-8
Armijo: th(2.9242009651760522E7)=4.125918306410313; dx=2.2856701831046706E-9 evalInputDelta=-0.09764200448989868
New Minimum: 4.028276301920414 > 3.989899642765522
END: th(1.4621004825880261E7)=3.989899642765522; dx=-5.384288637206429E-10 evalInputDelta=0.03837665915489197
Fitness changed from 4.028276301920414 to 3.989899642765522
Iteration 11 complete. Error: 3.989899642765522 Total: 109.2170; Orientation: 2.3496; Line Search: 81.3113
Adding measurement 7f26206c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.754e+03, gradient 1.634e-04, dot -0.636; [c4f9907b-35e9-4051-831e-7b4f88f5dc88 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.2043415531516075, 4.120097376406193, 4.028276301920414, 3.989899642765522
LBFGS Accumulation History: 3 points
Removed measurement 50abc31 to history. Total: 4
th(0)=3.989899642765522;dx=-2.6685897411389584E-8
Armijo: th(3.150000000000002E7)=4.2142039462924; dx=2.1261385064256953E-8 evalInputDelta=-0.22430430352687836
New Minimum: 3.989899642765522 > 3.915860965847969
WOLF (strong): th(1.575000000000001E7)=3.915860965847969; dx=4.089076162693058E-9 evalInputDelta=0.07403867691755295
New Minimum: 3.915860965847969 > 3.9105854853987694
END: th(5250000.000000003)=3.9105854853987694; dx=-1.3821531394572116E-8 evalInputDelta=0.07931415736675262
Fitness changed from 3.989899642765522 to 3.9105854853987694
Iteration 12 complete. Error: 3.9105854853987694 Total: 138.1633; Orientation: 2.3300; Line Search: 107.8716
Adding measurement 2f18b9c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.000e+03, gradient 1.214e-04, dot -0.860; [c4f9907b-35e9-4051-831e-7b4f88f5dc88 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.120097376406193, 4.028276301920414, 3.989899642765522, 3.9105854853987694
LBFGS Accumulation History: 3 points
Removed measurement 3bb7d562 to history. Total: 4
th(0)=3.9105854853987694;dx=-1.4741218326293884E-8
New Minimum: 3.9105854853987694 > 3.8495843559503555
END: th(1.1310782122667396E7)=3.8495843559503555; dx=-9.360788759189709E-9 evalInputDelta=0.06100112944841385
Fitness changed from 3.9105854853987694 to 3.8495843559503555
Iteration 13 complete. Error: 3.8495843559503555 Total: 83.6121; Orientation: 2.3421; Line Search: 53.7509
Adding measurement 7f9079bc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.005e+04, gradient 1.120e-04, dot -0.864; [c4f9907b-35e9-4051-831e-7b4f88f5dc88 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.028276301920414, 3.989899642765522, 3.9105854853987694, 3.8495843559503555
LBFGS Accumulation History: 3 points
Removed measurement 6b030037 to history. Total: 4
th(0)=3.8495843559503555;dx=-1.2551097875812667E-8
New Minimum: 3.8495843559503555 > 3.7609906643629074
END: th(2.4368341376467105E7)=3.7609906643629074; dx=-7.910295995395272E-9 evalInputDelta=0.08859369158744812
Fitness changed from 3.8495843559503555 to 3.7609906643629074
Iteration 14 complete. Error: 3.7609906643629074 Total: 86.1757; Orientation: 2.3363; Line Search: 55.9704
Adding measurement 75f692d2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.239e+04, gradient 1.191e-04, dot -0.767; [c4f9907b-35e9-4051-831e-7b4f88f5dc88 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.989899642765522, 3.9105854853987694, 3.8495843559503555, 3.7609906643629074
LBFGS Accumulation History: 3 points
Removed measurement 7f26206c to history. Total: 4
th(0)=3.7609906643629074;dx=-1.4194253636232485E-8
Armijo: th(5.250000000000004E7)=3.803772486746311; dx=2.8689096505202437E-9 evalInputDelta=-0.04278182238340378
New Minimum: 3.7609906643629074 > 3.701096288859844
END: th(2.625000000000002E7)=3.701096288859844; dx=-2.9947425290176017E-9 evalInputDelta=0.0598943755030632
Fitness changed from 3.7609906643629074 to 3.701096288859844
Iteration 15 complete. Error: 3.701096288859844 Total: 110.4623; Orientation: 2.3413; Line Search: 80.0286
Iteration 15
Adding measurement 76528efb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.680e+04, gradient 1.714e-04, dot -0.494; [c4f9907b-35e9-4051-831e-7b4f88f5dc88 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.9105854853987694, 3.8495843559503555, 3.7609906643629074, 3.701096288859844
LBFGS Accumulation History: 3 points
Removed measurement 2f18b9c to history. Total: 4
th(0)=3.701096288859844;dx=-2.938835842590478E-8
Armijo: th(5.655391061333699E7)=4.12466437369585; dx=4.3044719774303835E-9 evalInputDelta=-0.42356808483600616
Armijo: th(2.8276955306668494E7)=3.850201688706875; dx=3.82594110615436E-9 evalInputDelta=-0.14910539984703064
New Minimum: 3.701096288859844 > 3.6503261104226112
END: th(9425651.768889498)=3.6503261104226112; dx=-2.555366407337223E-10 evalInputDelta=0.05077017843723297
Fitness changed from 3.701096288859844 to 3.6503261104226112
Iteration 16 complete. Error: 3.6503261104226112 Total: 136.4731; Orientation: 2.3384; Line Search: 107.5067
Adding measurement 768eb54 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.670e+04, gradient 1.329e-04, dot -0.636; [c4f9907b-35e9-4051-831e-7b4f88f5dc88 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.8495843559503555, 3.7609906643629074, 3.701096288859844, 3.6503261104226112
LBFGS Accumulation History: 3 points
Removed measurement 7f9079bc to history. Total: 4
th(0)=3.6503261104226112;dx=-1.7655929870622987E-8
New Minimum: 3.6503261104226112 > 3.629339709877968
WOLF (strong): th(2.0306951147055924E7)=3.629339709877968; dx=3.004183453552095E-9 evalInputDelta=0.020986400544643402
New Minimum: 3.629339709877968 > 3.5917423367500305
END: th(1.0153475573527962E7)=3.5917423367500305; dx=-5.503093401997973E-9 evalInputDelta=0.05858377367258072
Fitness changed from 3.6503261104226112 to 3.5917423367500305
Iteration 17 complete. Error: 3.5917423367500305 Total: 112.3141; Orientation: 2.3433; Line Search: 83.0657
Adding measurement 2125fc7b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.505e+03, gradient 1.131e-04, dot -0.752; [c4f9907b-35e9-4051-831e-7b4f88f5dc88 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.7609906643629074, 3.701096288859844, 3.6503261104226112, 3.5917423367500305
LBFGS Accumulation History: 3 points
Removed measurement 75f692d2 to history. Total: 4
th(0)=3.5917423367500305;dx=-1.2798748455597077E-8
New Minimum: 3.5917423367500305 > 3.558590315282345
END: th(2.187500000000002E7)=3.558590315282345; dx=-4.50374529486563E-9 evalInputDelta=0.0331520214676857
Fitness changed from 3.5917423367500305 to 3.558590315282345
Iteration 18 complete. Error: 3.558590315282345 Total: 82.8357; Orientation: 2.3368; Line Search: 53.5962
Adding measurement 3bbeddd9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.853e+03, gradient 1.419e-04, dot -0.600; [c4f9907b-35e9-4051-831e-7b4f88f5dc88 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.701096288859844, 3.6503261104226112, 3.5917423367500305, 3.558590315282345
LBFGS Accumulation History: 3 points
Removed measurement 76528efb to history. Total: 4
th(0)=3.558590315282345;dx=-2.0131740023726813E-8
Armijo: th(4.71282588444475E7)=4.1612002700567245; dx=2.158672962543258E-8 evalInputDelta=-0.6026099547743797
Armijo: th(2.356412942222375E7)=3.6265309303998947; dx=1.1659944701754475E-8 evalInputDelta=-0.0679406151175499
New Minimum: 3.558590315282345 > 3.4964573606848717
END: th(7854709.8074079165)=3.4964573606848717; dx=-6.41622933125965E-9 evalInputDelta=0.062132954597473145
Fitness changed from 3.558590315282345 to 3.4964573606848717
Iteration 19 complete. Error: 3.4964573606848717 Total: 140.0888; Orientation: 2.3560; Line Search: 110.6024
Adding measurement 43fd78e0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.156e+03, gradient 1.070e-04, dot -0.769; [c4f9907b-35e9-4051-831e-7b4f88f5dc88 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.6503261104226112, 3.5917423367500305, 3.558590315282345, 3.4964573606848717
LBFGS Accumulation History: 3 points
Removed measurement 768eb54 to history. Total: 4
th(0)=3.4964573606848717;dx=-1.1456078374435151E-8
New Minimum: 3.4964573606848717 > 3.4546904414892197
END: th(1.6922459289213274E7)=3.4546904414892197; dx=-6.432013590931811E-9 evalInputDelta=0.04176691919565201
Fitness changed from 3.4964573606848717 to 3.4546904414892197
Iteration 20 complete. Error: 3.4546904414892197 Total: 85.1930; Orientation: 2.3447; Line Search: 55.5437
Iteration 20
Adding measurement b2555f0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.419e+04, gradient 1.118e-04, dot -0.754; [c4f9907b-35e9-4051-831e-7b4f88f5dc88 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.5917423367500305, 3.558590315282345, 3.4964573606848717, 3.4546904414892197
LBFGS Accumulation History: 3 points
Removed measurement 2125fc7b to history. Total: 4
th(0)=3.4546904414892197;dx=-1.2488966020688481E-8
Armijo: th(3.645833333333337E7)=3.473995730280876; dx=1.7672503331226861E-9 evalInputDelta=-0.019305288791656494
New Minimum: 3.4546904414892197 > 3.4116697385907173
END: th(1.8229166666666687E7)=3.4116697385907173; dx=-3.6996532463079525E-9 evalInputDelta=0.04302070289850235
Fitness changed from 3.4546904414892197 to 3.4116697385907173
Iteration 21 complete. Error: 3.4116697385907173 Total: 113.4772; Orientation: 2.3556; Line Search: 82.3718
Adding measurement 67407b8e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.092e+04, gradient 1.326e-04, dot -0.605; [c4f9907b-35e9-4051-831e-7b4f88f5dc88 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.558590315282345, 3.4964573606848717, 3.4546904414892197, 3.4116697385907173
LBFGS Accumulation History: 3 points
Removed measurement 3bbeddd9 to history. Total: 4
th(0)=3.4116697385907173;dx=-1.7594656229936288E-8
Armijo: th(3.927354903703959E7)=3.6348240450024605; dx=3.2399621608844374E-9 evalInputDelta=-0.22315430641174316
Armijo: th(1.9636774518519796E7)=3.443876415491104; dx=1.7982018683283674E-9 evalInputDelta=-0.03220667690038681
New Minimum: 3.4116697385907173 > 3.3785409927368164
END: th(6545591.506173265)=3.3785409927368164; dx=-5.494901755398224E-9 evalInputDelta=0.03312874585390091
Fitness changed from 3.4116697385907173 to 3.3785409927368164
Iteration 22 complete. Error: 3.3785409927368164 Total: 136.4198; Orientation: 2.3520; Line Search: 107.3741
Adding measurement 641bd462 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.191e+04, gradient 1.033e-04, dot -0.790; [c4f9907b-35e9-4051-831e-7b4f88f5dc88 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.4964573606848717, 3.4546904414892197, 3.4116697385907173, 3.3785409927368164
LBFGS Accumulation History: 3 points
Removed measurement 43fd78e0 to history. Total: 4
th(0)=3.3785409927368164;dx=-1.066888335453556E-8
New Minimum: 3.3785409927368164 > 3.3415708765387535
END: th(1.410204940767773E7)=3.3415708765387535; dx=-6.151567248615946E-9 evalInputDelta=0.0369701161980629
Fitness changed from 3.3785409927368164 to 3.3415708765387535
Iteration 23 complete. Error: 3.3415708765387535 Total: 82.9492; Orientation: 2.3436; Line Search: 54.4116
Adding measurement 4f1cbb42 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.214e+04, gradient 1.039e-04, dot -0.786; [c4f9907b-35e9-4051-831e-7b4f88f5dc88 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.4546904414892197, 3.4116697385907173, 3.3785409927368164, 3.3415708765387535
LBFGS Accumulation History: 3 points
Removed measurement b2555f0 to history. Total: 4
th(0)=3.3415708765387535;dx=-1.0802753731548174E-8
New Minimum: 3.3415708765387535 > 3.3203388527035713
END: th(3.038194444444448E7)=3.3203388527035713; dx=-3.833185912493987E-9 evalInputDelta=0.02123202383518219
Fitness changed from 3.3415708765387535 to 3.3203388527035713
Iteration 24 complete. Error: 3.3203388527035713 Total: 85.2717; Orientation: 2.3526; Line Search: 55.1960
Adding measurement 462ccd05 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.582e+04, gradient 1.492e-04, dot -0.533; [c4f9907b-35e9-4051-831e-7b4f88f5dc88 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.4116697385907173, 3.3785409927368164, 3.3415708765387535, 3.3203388527035713
LBFGS Accumulation History: 3 points
Removed measurement 67407b8e to history. Total: 4
th(0)=3.3203388527035713;dx=-2.2269251473817134E-8
Armijo: th(6.545591506173266E7)=4.508803337812424; dx=2.4671274818174218E-8 evalInputDelta=-1.1884644851088524
Armijo: th(3.272795753086633E7)=3.6975882947444916; dx=2.5878102296940017E-8 evalInputDelta=-0.37724944204092026
New Minimum: 3.3203388527035713 > 3.25903033465147
END: th(1.0909319176955443E7)=3.25903033465147; dx=-8.512053225035354E-11 evalInputDelta=0.061308518052101135
Fitness changed from 3.3203388527035713 to 3.25903033465147
Iteration 25 complete. Error: 3.25903033465147 Total: 139.4717; Orientation: 2.3495; Line Search: 110.3606
Iteration 25
Adding measurement 1e35ad2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.428e+04, gradient 1.280e-04, dot -0.578; [c4f9907b-35e9-4051-831e-7b4f88f5dc88 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.3785409927368164, 3.3415708765387535, 3.3203388527035713, 3.25903033465147
LBFGS Accumulation History: 3 points
Removed measurement 641bd462 to history. Total: 4
th(0)=3.25903033465147;dx=-1.6395130086526458E-8
Armijo: th(2.3503415679462884E7)=3.3188087418675423; dx=2.135393759972941E-9 evalInputDelta=-0.05977840721607208
New Minimum: 3.25903033465147 > 3.2407342195510864
END: th(1.1751707839731442E7)=3.2407342195510864; dx=-1.5711329368584871E-9 evalInputDelta=0.01829611510038376
Fitness changed from 3.25903033465147 to 3.2407342195510864
Iteration 26 complete. Error: 3.2407342195510864 Total: 111.7720; Orientation: 2.3428; Line Search: 81.5751
Adding measurement 577e454 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.600e+03, gradient 1.259e-04, dot -0.602; [c4f9907b-35e9-4051-831e-7b4f88f5dc88 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.3415708765387535, 3.3203388527035713, 3.25903033465147, 3.2407342195510864
LBFGS Accumulation History: 3 points
Removed measurement 4f1cbb42 to history. Total: 4
th(0)=3.2407342195510864;dx=-1.5839652889069402E-8
Armijo: th(2.5318287037037067E7)=3.3321012780070305; dx=1.1079644370942344E-8 evalInputDelta=-0.09136705845594406
New Minimum: 3.2407342195510864 > 3.202534221112728
END: th(1.2659143518518534E7)=3.202534221112728; dx=-8.412230872018721E-10 evalInputDelta=0.03819999843835831
Fitness changed from 3.2407342195510864 to 3.202534221112728
Iteration 27 complete. Error: 3.202534221112728 Total: 111.8171; Orientation: 2.3480; Line Search: 82.8468
Adding measurement 6896eec7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.483e+03, gradient 1.273e-04, dot -0.627; [c4f9907b-35e9-4051-831e-7b4f88f5dc88 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.3203388527035713, 3.25903033465147, 3.2407342195510864, 3.202534221112728
LBFGS Accumulation History: 3 points
Removed measurement 462ccd05 to history. Total: 4
th(0)=3.202534221112728;dx=-1.6215458976451558E-8
Armijo: th(2.727329794238861E7)=3.3191488832235336; dx=4.348967225882677E-9 evalInputDelta=-0.11661466211080551
New Minimum: 3.202534221112728 > 3.1975817307829857
WOLF (strong): th(1.3636648971194305E7)=3.1975817307829857; dx=1.32542212258698E-10 evalInputDelta=0.004952490329742432
New Minimum: 3.1975817307829857 > 3.17538034170866
END: th(4545549.6570647685)=3.17538034170866; dx=-7.040540629520599E-9 evalInputDelta=0.027153879404067993
Fitness changed from 3.202534221112728 to 3.17538034170866
Iteration 28 complete. Error: 3.17538034170866 Total: 139.2698; Orientation: 2.3639; Line Search: 110.6382
Adding measurement 28fe4d0f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.291e+03, gradient 9.570e-05, dot -0.857; [c4f9907b-35e9-4051-831e-7b4f88f5dc88 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.25903033465147, 3.2407342195510864, 3.202534221112728, 3.17538034170866
LBFGS Accumulation History: 3 points
Removed measurement 1e35ad2 to history. Total: 4
th(0)=3.17538034170866;dx=-9.158939608620289E-9
New Minimum: 3.17538034170866 > 3.1548159196972847
END: th(9793089.86644287)=3.1548159196972847; dx=-6.464830394077032E-9 evalInputDelta=0.020564422011375427
Fitness changed from 3.17538034170866 to 3.1548159196972847
Iteration 29 complete. Error: 3.1548159196972847 Total: 84.0932; Orientation: 2.3734; Line Search: 54.5963
Adding measurement 67e363d9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.753e+04, gradient 9.471e-05, dot -0.853; [c4f9907b-35e9-4051-831e-7b4f88f5dc88 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.2407342195510864, 3.202534221112728, 3.17538034170866, 3.1548159196972847
LBFGS Accumulation History: 3 points
Removed measurement 577e454 to history. Total: 4
th(0)=3.1548159196972847;dx=-8.970038552973006E-9
New Minimum: 3.1548159196972847 > 3.1155971735715866
END: th(2.1098572530864228E7)=3.1155971735715866; dx=-5.760997742674246E-9 evalInputDelta=0.03921874612569809
Fitness changed from 3.1548159196972847 to 3.1155971735715866
Iteration 30 complete. Error: 3.1155971735715866 Total: 83.1517; Orientation: 2.3477; Line Search: 54.0530
Iteration 30
Final threshold in iteration 31: 3.1155971735715866 (> -Infinity) after 3592.243s (< 10800.000s)