Reset training subject: 1497873633592
Reset training subject: 1511723033201
Adding measurement 53fe3fae to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=7.687070774845779;dx=-3.451131685666085E-5
New Minimum: 7.687070774845779 > 7.686966598965228
WOLFE (weak): th(2.154434690031884)=7.686966598965228; dx=-3.369521286563601E-5 evalInputDelta=1.041758805513382E-4
New Minimum: 7.686966598965228 > 7.686862398870289
WOLFE (weak): th(4.308869380063768)=7.686862398870289; dx=-3.4947940495658304E-5 evalInputDelta=2.083759754896164E-4
New Minimum: 7.686862398870289 > 7.686446443200111
WOLFE (weak): th(12.926608140191302)=7.686446443200111; dx=-3.375416340663031E-5 evalInputDelta=6.24331645667553E-4
New Minimum: 7.686446443200111 > 7.684568961150944
WOLFE (weak): th(51.70643256076521)=7.684568961150944; dx=-3.44229671220444E-5 evalInputDelta=0.002501813694834709
New Minimum: 7.684568961150944 > 7.674525506794453
WOLFE (weak): th(258.53216280382605)=7.674525506794453; dx=-3.2186459483352984E-5 evalInputDelta=0.012545268051326275
New Minimum: 7.674525506794453 > 7.610391940921545
WOLFE (weak): th(1551.1929768229563)=7.610391940921545; dx=-3.5495899563780146E-5 evalInputDelta=0.07667883392423391
New Minimum: 7.610391940921545 > 7.127639958634973
WOLFE (weak): th(10858.350837760694)=7.127639958634973; dx=-3.6010703250998135E-5 evalInputDelta=0.5594308162108064
New Minimum: 7.127639958634973 > 5.182672794908285
END: th(86866.80670208555)=5.182672794908285; dx=-7.597656062721003E-6 evalInputDelta=2.504397979937494
Fitness changed from 7.687070774845779 to 5.182672794908285
Iteration 1 complete. Error: 5.182672794908285 Total: 117.9365; Orientation: 0.0472; Line Search: 84.9230
Adding measurement 20adbd8a to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=5.182672794908285;dx=-3.2835920593742276E-5
New Minimum: 5.182672794908285 > 3.1529399752616882
END: th(187148.86177126726)=3.1529399752616882; dx=-1.2557573700296744E-6 evalInputDelta=2.029732819646597
Fitness changed from 5.182672794908285 to 3.1529399752616882
Iteration 2 complete. Error: 3.1529399752616882 Total: 28.5962; Orientation: 0.0069; Line Search: 18.8129
Adding measurement 3a961df2 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=3.1529399752616882;dx=-1.7138491283585324E-5
New Minimum: 3.1529399752616882 > 2.1024672761559486
WOLF (strong): th(403200.00000000006)=2.1024672761559486; dx=2.399225659895053E-6 evalInputDelta=1.0504726991057396
New Minimum: 2.1024672761559486 > 1.731221079826355
END: th(201600.00000000003)=1.731221079826355; dx=-7.751155207822221E-7 evalInputDelta=1.4217188954353333
Fitness changed from 3.1529399752616882 to 1.731221079826355
Iteration 3 complete. Error: 1.731221079826355 Total: 40.0625; Orientation: 0.0047; Line Search: 28.2303
Adding measurement 48b52990 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.760e+02, gradient 2.459e-03, dot -0.429; [ff425392-8df6-4f81-8dd5-dcf29644ede4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.731221079826355, 3.1529399752616882, 5.182672794908285, 7.687070774845779
LBFGS Accumulation History: 3 points
Removed measurement 48b52990 to history. Total: 3
th(0)=1.731221079826355;dx=-5.822015531407772E-6
New Minimum: 1.731221079826355 > 1.071687288582325
WOLF (strong): th(434334.03351042786)=1.071687288582325; dx=1.040519538353244E-6 evalInputDelta=0.65953379124403
New Minimum: 1.071687288582325 > 0.8934500180184841
END: th(217167.01675521393)=0.8934500180184841; dx=-8.150588152052715E-7 evalInputDelta=0.8377710618078709
Fitness changed from 1.731221079826355 to 0.8934500180184841
Iteration 4 complete. Error: 0.8934500180184841 Total: 37.9256; Orientation: 0.1258; Line Search: 28.2018
Adding measurement 4dfda2e0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.536e+02, gradient 1.756e-03, dot -0.466; [ff425392-8df6-4f81-8dd5-dcf29644ede4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.8934500180184841, 3.1529399752616882, 5.182672794908285, 7.687070774845779
LBFGS Accumulation History: 3 points
Removed measurement 4dfda2e0 to history. Total: 3
th(0)=0.8934500180184841;dx=-2.9364435628083915E-6
New Minimum: 0.8934500180184841 > 0.8925258219242096
WOLF (strong): th(467872.15442816826)=0.8925258219242096; dx=1.1115723444414381E-6 evalInputDelta=9.241960942745209E-4
New Minimum: 0.8925258219242096 > 0.6005871891975403
WOLF (strong): th(233936.07721408413)=0.6005871891975403; dx=2.763603527729997E-7 evalInputDelta=0.29286282882094383
END: th(77978.69240469471)=0.6726877130568027; dx=-1.456405969134151E-6 evalInputDelta=0.22076230496168137
Fitness changed from 0.8934500180184841 to 0.6005871891975403
Iteration 5 complete. Error: 0.6005871891975403 Total: 47.2759; Orientation: 0.0967; Line Search: 37.5896
Adding measurement 79ac4d07 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.391e+02, gradient 2.211e-03, dot -0.536; [ff425392-8df6-4f81-8dd5-dcf29644ede4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.6005871891975403, 3.1529399752616882, 5.182672794908285, 7.687070774845779
LBFGS Accumulation History: 3 points
Removed measurement 79ac4d07 to history. Total: 3
th(0)=0.6005871891975403;dx=-4.604996611889817E-6
New Minimum: 0.6005871891975403 > 0.4672056920826435
WOLF (strong): th(168000.00000000006)=0.4672056920826435; dx=1.1997184249062489E-6 evalInputDelta=0.13338149711489677
New Minimum: 0.4672056920826435 > 0.3807357922196388
END: th(84000.00000000003)=0.3807357922196388; dx=-5.860831174652348E-7 evalInputDelta=0.21985139697790146
Fitness changed from 0.6005871891975403 to 0.3807357922196388
Iteration 6 complete. Error: 0.3807357922196388 Total: 38.9391; Orientation: 0.0908; Line Search: 29.2515
Adding measurement 42e0d3b7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.820e+02, gradient 1.207e-03, dot -0.516; [ff425392-8df6-4f81-8dd5-dcf29644ede4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.3807357922196388, 3.1529399752616882, 5.182672794908285, 7.687070774845779
LBFGS Accumulation History: 3 points
Removed measurement 42e0d3b7 to history. Total: 3
th(0)=0.3807357922196388;dx=-1.3296818752903067E-6
New Minimum: 0.3807357922196388 > 0.214987400919199
END: th(180972.5139626783)=0.214987400919199; dx=-5.667482464262671E-7 evalInputDelta=0.16574839130043983
Fitness changed from 0.3807357922196388 to 0.214987400919199
Iteration 7 complete. Error: 0.214987400919199 Total: 28.5166; Orientation: 0.0891; Line Search: 18.8077
Adding measurement 52846563 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.529e+02, gradient 1.156e-03, dot -0.488; [ff425392-8df6-4f81-8dd5-dcf29644ede4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.214987400919199, 3.1529399752616882, 5.182672794908285, 7.687070774845779
LBFGS Accumulation History: 3 points
Removed measurement 52846563 to history. Total: 3
th(0)=0.214987400919199;dx=-1.2004271501810948E-6
Armijo: th(389893.4620234736)=0.235383752733469; dx=3.1623259473181593E-7 evalInputDelta=-0.02039635181427002
New Minimum: 0.214987400919199 > 0.12000111490488052
END: th(194946.7310117368)=0.12000111490488052; dx=-1.5167453029489518E-7 evalInputDelta=0.09498628601431847
Fitness changed from 0.214987400919199 to 0.12000111490488052
Iteration 8 complete. Error: 0.12000111490488052 Total: 37.9285; Orientation: 0.0920; Line Search: 28.2251
Adding measurement 12e5115 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.423e+02, gradient 1.246e-03, dot -0.483; [ff425392-8df6-4f81-8dd5-dcf29644ede4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.12000111490488052, 3.1529399752616882, 5.182672794908285, 7.687070774845779
LBFGS Accumulation History: 3 points
Removed measurement 12e5115 to history. Total: 3
th(0)=0.12000111490488052;dx=-1.413709013823092E-6
Armijo: th(420000.0000000002)=0.3893441781401634; dx=1.3589947496392138E-6 evalInputDelta=-0.2693430632352829
New Minimum: 0.12000111490488052 > 0.056015804409980774
WOLF (strong): th(210000.0000000001)=0.056015804409980774; dx=4.507571068008321E-7 evalInputDelta=0.06398531049489975
New Minimum: 0.056015804409980774 > 0.03332648053765297
END: th(70000.00000000003)=0.03332648053765297; dx=-7.94669788818978E-7 evalInputDelta=0.08667463436722755
Fitness changed from 0.12000111490488052 to 0.03332648053765297
Iteration 9 complete. Error: 0.03332648053765297 Total: 47.5661; Orientation: 0.0918; Line Search: 37.6578
Adding measurement 2575dccb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.616e+02, gradient 8.819e-04, dot -0.569; [ff425392-8df6-4f81-8dd5-dcf29644ede4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.03332648053765297, 3.1529399752616882, 5.182672794908285, 7.687070774845779
LBFGS Accumulation History: 3 points
Removed measurement 2575dccb to history. Total: 3
th(0)=0.03332648053765297;dx=-7.053200094999871E-7
New Minimum: 0.03332648053765297 > -0.07182617112994194
END: th(150810.42830223194)=-0.07182617112994194; dx=-4.867883066822421E-7 evalInputDelta=0.10515265166759491
Fitness changed from 0.03332648053765297 to -0.07182617112994194
Iteration 10 complete. Error: -0.07182617112994194 Total: 29.5364; Orientation: 0.0843; Line Search: 19.7020
Adding measurement 328d2e9a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.318e+02, gradient 8.156e-04, dot -0.518; [ff425392-8df6-4f81-8dd5-dcf29644ede4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.07182617112994194, 3.1529399752616882, 5.182672794908285, 7.687070774845779
LBFGS Accumulation History: 3 points
Removed measurement 328d2e9a to history. Total: 3
th(0)=-0.07182617112994194;dx=-5.776784342593969E-7
New Minimum: -0.07182617112994194 > -0.16503898426890373
END: th(324911.2183528947)=-0.16503898426890373; dx=-2.764075687557832E-7 evalInputDelta=0.09321281313896179
Fitness changed from -0.07182617112994194 to -0.16503898426890373
Iteration 11 complete. Error: -0.16503898426890373 Total: 28.5040; Orientation: 0.0869; Line Search: 18.7875
Adding measurement 5873b259 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.624e+02, gradient 9.735e-04, dot -0.471; [ff425392-8df6-4f81-8dd5-dcf29644ede4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.16503898426890373, 3.1529399752616882, 5.182672794908285, 7.687070774845779
LBFGS Accumulation History: 3 points
Removed measurement 5873b259 to history. Total: 3
th(0)=-0.16503898426890373;dx=-8.951128809776585E-7
Armijo: th(700000.0000000005)=0.5376999601721764; dx=1.0483580410679337E-6 evalInputDelta=-0.7027389444410801
Armijo: th(350000.00000000023)=-0.0218961238861084; dx=6.714559373636759E-7 evalInputDelta=-0.14314286038279533
New Minimum: -0.16503898426890373 > -0.20722203329205513
END: th(116666.66666666674)=-0.20722203329205513; dx=-2.5172497802622937E-7 evalInputDelta=0.0421830490231514
Fitness changed from -0.16503898426890373 to -0.20722203329205513
Iteration 12 complete. Error: -0.20722203329205513 Total: 47.5750; Orientation: 0.0787; Line Search: 37.8900
Adding measurement 37aef8f6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.661e+02, gradient 8.076e-04, dot -0.492; [ff425392-8df6-4f81-8dd5-dcf29644ede4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.20722203329205513, 3.1529399752616882, 5.182672794908285, 7.687070774845779
LBFGS Accumulation History: 3 points
Removed measurement 37aef8f6 to history. Total: 3
th(0)=-0.20722203329205513;dx=-5.689332514421994E-7
New Minimum: -0.20722203329205513 > -0.27796412631869316
END: th(251350.71383705328)=-0.27796412631869316; dx=-9.872424730192344E-8 evalInputDelta=0.07074209302663803
Fitness changed from -0.20722203329205513 to -0.27796412631869316
Iteration 13 complete. Error: -0.27796412631869316 Total: 28.7262; Orientation: 0.3091; Line Search: 18.8082
Adding measurement 361b1422 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.411e+02, gradient 1.025e-03, dot -0.416; [ff425392-8df6-4f81-8dd5-dcf29644ede4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.27796412631869316, 3.1529399752616882, 5.182672794908285, 7.687070774845779
LBFGS Accumulation History: 3 points
Removed measurement 361b1422 to history. Total: 3
th(0)=-0.27796412631869316;dx=-9.595867309163304E-7
Armijo: th(541518.6972548246)=0.25239118561148643; dx=1.400242794793394E-6 evalInputDelta=-0.5303553119301796
Armijo: th(270759.3486274123)=-0.21505453437566757; dx=8.295529926705415E-7 evalInputDelta=-0.06290959194302559
New Minimum: -0.27796412631869316 > -0.3358009271323681
END: th(90253.11620913743)=-0.3358009271323681; dx=-2.7015500707403166E-7 evalInputDelta=0.05783680081367493
Fitness changed from -0.27796412631869316 to -0.3358009271323681
Iteration 14 complete. Error: -0.3358009271323681 Total: 48.4082; Orientation: 0.1812; Line Search: 37.7094
Adding measurement 5275d03a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.636e+02, gradient 6.403e-04, dot -0.521; [ff425392-8df6-4f81-8dd5-dcf29644ede4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.3358009271323681, 3.1529399752616882, 5.182672794908285, 7.687070774845779
LBFGS Accumulation History: 3 points
Removed measurement 5275d03a to history. Total: 3
th(0)=-0.3358009271323681;dx=-3.708907677109609E-7
New Minimum: -0.3358009271323681 > -0.407144483178854
END: th(194444.44444444458)=-0.407144483178854; dx=-2.8391127756597416E-7 evalInputDelta=0.0713435560464859
Fitness changed from -0.3358009271323681 to -0.407144483178854
Iteration 15 complete. Error: -0.407144483178854 Total: 28.4933; Orientation: 0.0753; Line Search: 18.8054
Adding measurement 4145b564 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.081e+02, gradient 6.421e-04, dot -0.463; [ff425392-8df6-4f81-8dd5-dcf29644ede4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.407144483178854, 3.1529399752616882, 5.182672794908285, 7.687070774845779
LBFGS Accumulation History: 3 points
Removed measurement 4145b564 to history. Total: 3
th(0)=-0.407144483178854;dx=-3.4914710572508334E-7
New Minimum: -0.407144483178854 > -0.473397895693779
END: th(418917.85639508883)=-0.473397895693779; dx=-1.7749542890403861E-7 evalInputDelta=0.066253412514925
Fitness changed from -0.407144483178854 to -0.473397895693779
Iteration 16 complete. Error: -0.473397895693779 Total: 28.5478; Orientation: 0.1344; Line Search: 18.7851
Adding measurement 45d274df to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.957e+02, gradient 7.478e-04, dot -0.404; [ff425392-8df6-4f81-8dd5-dcf29644ede4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.473397895693779, 3.1529399752616882, 5.182672794908285, 7.687070774845779
LBFGS Accumulation History: 3 points
Removed measurement 45d274df to history. Total: 3
th(0)=-0.473397895693779;dx=-5.219565661702948E-7
Armijo: th(902531.1620913744)=0.007110904902219772; dx=3.998283273306947E-7 evalInputDelta=-0.48050880059599876
Armijo: th(451265.5810456872)=-0.38593434914946556; dx=2.277677209876063E-7 evalInputDelta=-0.08746354654431343
New Minimum: -0.473397895693779 > -0.5018600039184093
END: th(150421.8603485624)=-0.5018600039184093; dx=-1.686781477792718E-7 evalInputDelta=0.028462108224630356
Fitness changed from -0.473397895693779 to -0.5018600039184093
Iteration 17 complete. Error: -0.5018600039184093 Total: 48.1979; Orientation: 0.1920; Line Search: 38.4111
Adding measurement 1c7a982e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.580e+02, gradient 6.480e-04, dot -0.443; [ff425392-8df6-4f81-8dd5-dcf29644ede4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5018600039184093, 3.1529399752616882, 5.182672794908285, 7.687070774845779
LBFGS Accumulation History: 3 points
Removed measurement 1c7a982e to history. Total: 3
th(0)=-0.5018600039184093;dx=-3.728143696122535E-7
Armijo: th(324074.07407407433)=-0.4744071289896965; dx=7.492953078635342E-8 evalInputDelta=-0.027452874928712845
New Minimum: -0.5018600039184093 > -0.5167604424059391
END: th(162037.03703703717)=-0.5167604424059391; dx=-1.510820688027717E-7 evalInputDelta=0.014900438487529755
Fitness changed from -0.5018600039184093 to -0.5167604424059391
Iteration 18 complete. Error: -0.5167604424059391 Total: 38.1253; Orientation: 0.3114; Line Search: 28.1791
Adding measurement 129b12b7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.255e+02, gradient 6.927e-04, dot -0.413; [ff425392-8df6-4f81-8dd5-dcf29644ede4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5167604424059391, 3.1529399752616882, 5.182672794908285, 7.687070774845779
LBFGS Accumulation History: 3 points
Removed measurement 129b12b7 to history. Total: 3
th(0)=-0.5167604424059391;dx=-4.3362674967034496E-7
Armijo: th(349098.21366257407)=-0.5138222686946392; dx=1.4025902042297732E-7 evalInputDelta=-0.0029381737112998962
New Minimum: -0.5167604424059391 > -0.5515050143003464
END: th(174549.10683128703)=-0.5515050143003464; dx=-8.326007869353787E-8 evalInputDelta=0.03474457189440727
Fitness changed from -0.5167604424059391 to -0.5515050143003464
Iteration 19 complete. Error: -0.5515050143003464 Total: 37.9054; Orientation: 0.0756; Line Search: 28.2127
Adding measurement 5237b131 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.580e+02, gradient 7.229e-04, dot -0.441; [ff425392-8df6-4f81-8dd5-dcf29644ede4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5515050143003464, 3.1529399752616882, 5.182672794908285, 7.687070774845779
LBFGS Accumulation History: 3 points
Removed measurement 5237b131 to history. Total: 3
th(0)=-0.5515050143003464;dx=-4.799588086405298E-7
Armijo: th(376054.6508714061)=-0.3950112573802471; dx=6.3323167373949E-7 evalInputDelta=-0.15649375692009926
Armijo: th(188027.32543570304)=-0.5473468117415905; dx=1.0839207721032508E-7 evalInputDelta=-0.004158202558755875
New Minimum: -0.5515050143003464 > -0.5671133808791637
END: th(62675.775145234344)=-0.5671133808791637; dx=-2.796180047815892E-7 evalInputDelta=0.015608366578817368
Fitness changed from -0.5515050143003464 to -0.5671133808791637
Iteration 20 complete. Error: -0.5671133808791637 Total: 48.0113; Orientation: 0.0724; Line Search: 38.2427
Final threshold in iteration 21: -0.5671133808791637 (> -Infinity) after 836.778s (< 5400.000s)
