Reset training subject: 740631240137800
Reset training subject: 740648689157200
Adding measurement 5e193ef5 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=2.1326213090603563;dx=-4.887727489884596E-7
New Minimum: 2.1326213090603563 > 2.13262035538604
WOLFE (weak): th(2.154434690031884)=2.13262035538604; dx=-4.856699525921092E-7 evalInputDelta=9.5367431640625E-7
New Minimum: 2.13262035538604 > 2.1326190887873384
WOLFE (weak): th(4.308869380063768)=2.1326190887873384; dx=-4.856694397954696E-7 evalInputDelta=2.2202730178833008E-6
New Minimum: 2.1326190887873384 > 2.132615179277817
WOLFE (weak): th(12.926608140191302)=2.132615179277817; dx=-4.856665244227651E-7 evalInputDelta=6.129782539332496E-6
New Minimum: 2.132615179277817 > 2.1325961735773014
WOLFE (weak): th(51.70643256076521)=2.1325961735773014; dx=-4.856585290615612E-7 evalInputDelta=2.5135483054938845E-5
New Minimum: 2.1325961735773014 > 2.132495775908758
WOLFE (weak): th(258.53216280382605)=2.132495775908758; dx=-4.8561727011759E-7 evalInputDelta=1.2553315159813394E-4
New Minimum: 2.132495775908758 > 2.1318682293600593
WOLFE (weak): th(1551.1929768229563)=2.1318682293600593; dx=-4.85475192319108E-7 evalInputDelta=7.530797002970324E-4
New Minimum: 2.1318682293600593 > 2.127355049909021
WOLFE (weak): th(10858.350837760694)=2.127355049909021; dx=-4.843769829144964E-7 evalInputDelta=0.005266259151335273
New Minimum: 2.127355049909021 > 2.090865322631457
WOLFE (weak): th(86866.80670208555)=2.090865322631457; dx=-4.7597916168242986E-7 evalInputDelta=0.04175598642889922
New Minimum: 2.090865322631457 > 1.789593996064044
END: th(781801.26031877)=1.789593996064044; dx=-3.889717541630348E-7 evalInputDelta=0.3430273129963124
Fitness changed from 2.1326213090603563 to 1.789593996064044
Iteration 1 complete. Error: 1.789593996064044 Total: 225.7358; Orientation: 0.0320; Line Search: 172.2175
Iteration 1
Adding measurement 87f501f to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=1.789593996064044;dx=-3.465288868800511E-7
New Minimum: 1.789593996064044 > 1.3106173044567577
END: th(1684339.7559414052)=1.3106173044567577; dx=-2.2592186367771223E-7 evalInputDelta=0.4789766916072862
Fitness changed from 1.789593996064044 to 1.3106173044567577
Iteration 2 complete. Error: 1.3106173044567577 Total: 49.9301; Orientation: 0.0322; Line Search: 33.1881
Iteration 2
Adding measurement 3344d163 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=1.3106173044567577;dx=-1.9209541525974419E-7
New Minimum: 1.3106173044567577 > 0.7790904386061328
END: th(3628800.0)=0.7790904386061328; dx=-1.060842496155162E-7 evalInputDelta=0.5315268658506249
Fitness changed from 1.3106173044567577 to 0.7790904386061328
Iteration 3 complete. Error: 0.7790904386061328 Total: 50.9362; Orientation: 0.0306; Line Search: 34.5598
Iteration 3
Adding measurement 5175d9ad to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.853e+03, gradient 2.958e-04, dot -0.982; [096d4903-b06d-4add-9990-6191feb4f5b4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.1326213090603563, 1.789593996064044, 1.3106173044567577, 0.7790904386061328
LBFGS Accumulation History: 3 points
Removed measurement 5e193ef5 to history. Total: 4
th(0)=0.7790904386061328;dx=-8.74883638918025E-8
New Minimum: 0.7790904386061328 > 0.31840279893469425
END: th(7818012.6031877)=0.31840279893469425; dx=-3.495265557563174E-8 evalInputDelta=0.46068763967143855
Fitness changed from 0.7790904386061328 to 0.31840279893469425
Iteration 4 complete. Error: 0.31840279893469425 Total: 48.7474; Orientation: 0.9163; Line Search: 31.1717
Iteration 4
Adding measurement 3ca3648 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.938e+03, gradient 2.066e-04, dot -0.900; [096d4903-b06d-4add-9990-6191feb4f5b4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.789593996064044, 1.3106173044567577, 0.7790904386061328, 0.31840279893469425
LBFGS Accumulation History: 3 points
Removed measurement 87f501f to history. Total: 4
th(0)=0.31840279893469425;dx=-4.270178748033124E-8
New Minimum: 0.31840279893469425 > 0.06509155556462876
END: th(1.684339755941405E7)=0.06509155556462876; dx=-3.339054970018419E-9 evalInputDelta=0.2533112433700655
Fitness changed from 0.31840279893469425 to 0.06509155556462876
Iteration 5 complete. Error: 0.06509155556462876 Total: 50.6678; Orientation: 0.9152; Line Search: 33.2213
Iteration 5
Adding measurement 3b57dba4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.845e+03, gradient 3.648e-04, dot -0.464; [096d4903-b06d-4add-9990-6191feb4f5b4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.3106173044567577, 0.7790904386061328, 0.31840279893469425, 0.06509155556462876
LBFGS Accumulation History: 3 points
Removed measurement 3344d163 to history. Total: 4
th(0)=0.06509155556462876;dx=-1.3308205759509747E-7
Armijo: th(3.6288E7)=2.034797237302235; dx=1.1499589475475107E-7 evalInputDelta=-1.9697056817376062
Armijo: th(1.8144E7)=0.5411040305189811; dx=5.1999180961340764E-8 evalInputDelta=-0.4760124749543524
New Minimum: 0.06509155556462876 > 0.04365995446500004
WOLF (strong): th(6048000.0)=0.04365995446500004; dx=4.8605464259741224E-8 evalInputDelta=0.021431601099628717
New Minimum: 0.04365995446500004 > -0.06464416471609202
END: th(1512000.0)=-0.06464416471609202; dx=-4.265778025648224E-8 evalInputDelta=0.12973572028072078
Fitness changed from 0.06509155556462876 to -0.06464416471609202
Iteration 6 complete. Error: -0.06464416471609202 Total: 100.6168; Orientation: 0.9014; Line Search: 83.9192
Adding measurement 77896335 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.579e+03, gradient 1.728e-04, dot -0.613; [096d4903-b06d-4add-9990-6191feb4f5b4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.7790904386061328, 0.31840279893469425, 0.06509155556462876, -0.06464416471609202
LBFGS Accumulation History: 3 points
Removed measurement 5175d9ad to history. Total: 4
th(0)=-0.06464416471609202;dx=-2.9873879975663395E-8
New Minimum: -0.06464416471609202 > -0.1360923822505682
END: th(3257505.2513282085)=-0.1360923822505682; dx=-1.4731269156960697E-8 evalInputDelta=0.07144821753447617
Fitness changed from -0.06464416471609202 to -0.1360923822505682
Iteration 7 complete. Error: -0.1360923822505682 Total: 50.4842; Orientation: 0.9031; Line Search: 32.9986
Adding measurement 68aec50 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.031e+03, gradient 1.336e-04, dot -0.760; [096d4903-b06d-4add-9990-6191feb4f5b4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.31840279893469425, 0.06509155556462876, -0.06464416471609202, -0.1360923822505682
LBFGS Accumulation History: 3 points
Removed measurement 3ca3648 to history. Total: 4
th(0)=-0.1360923822505682;dx=-1.784602981430339E-8
New Minimum: -0.1360923822505682 > -0.22556571573872852
END: th(7018082.316422523)=-0.22556571573872852; dx=-8.51306997821312E-9 evalInputDelta=0.08947333348816033
Fitness changed from -0.1360923822505682 to -0.22556571573872852
Iteration 8 complete. Error: -0.22556571573872852 Total: 49.7635; Orientation: 0.9279; Line Search: 32.6342
Adding measurement 6afbe6a1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.816e+03, gradient 1.523e-04, dot -0.682; [096d4903-b06d-4add-9990-6191feb4f5b4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.06509155556462876, -0.06464416471609202, -0.1360923822505682, -0.22556571573872852
LBFGS Accumulation History: 3 points
Removed measurement 3b57dba4 to history. Total: 4
th(0)=-0.22556571573872852;dx=-2.320183301518523E-8
Armijo: th(1.5120000000000004E7)=-0.1483970190710857; dx=1.0568038723871554E-8 evalInputDelta=-0.07716869666764281
New Minimum: -0.22556571573872852 > -0.2431562566987191
WOLF (strong): th(7560000.000000002)=-0.2431562566987191; dx=1.1729622005124822E-8 evalInputDelta=0.017590540959990575
New Minimum: -0.2431562566987191 > -0.26321014934279297
END: th(2520000.0000000005)=-0.26321014934279297; dx=-7.4440259124571815E-9 evalInputDelta=0.03764443360406444
Fitness changed from -0.22556571573872852 to -0.26321014934279297
Iteration 9 complete. Error: -0.26321014934279297 Total: 81.2525; Orientation: 0.9233; Line Search: 64.1817
Adding measurement 410fc508 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.017e+03, gradient 1.147e-04, dot -0.861; [096d4903-b06d-4add-9990-6191feb4f5b4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.06464416471609202, -0.1360923822505682, -0.22556571573872852, -0.26321014934279297
LBFGS Accumulation History: 3 points
Removed measurement 77896335 to history. Total: 4
th(0)=-0.26321014934279297;dx=-1.3165291392521994E-8
New Minimum: -0.26321014934279297 > -0.31557450173225887
END: th(5429175.418880348)=-0.31557450173225887; dx=-6.752857481095362E-9 evalInputDelta=0.05236435238946591
Fitness changed from -0.26321014934279297 to -0.31557450173225887
Iteration 10 complete. Error: -0.31557450173225887 Total: 49.7545; Orientation: 0.9131; Line Search: 32.8417
Iteration 10
Adding measurement 54489296 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.007e+03, gradient 1.342e-04, dot -0.710; [096d4903-b06d-4add-9990-6191feb4f5b4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.1360923822505682, -0.22556571573872852, -0.26321014934279297, -0.31557450173225887
LBFGS Accumulation History: 3 points
Removed measurement 68aec50 to history. Total: 4
th(0)=-0.31557450173225887;dx=-1.7998172506755548E-8
Armijo: th(1.1696803860704206E7)=-0.2773406367739013; dx=1.1428002158107495E-8 evalInputDelta=-0.038233864958357566
New Minimum: -0.31557450173225887 > -0.3396805417795372
WOLF (strong): th(5848401.930352103)=-0.3396805417795372; dx=7.030447316294736E-9 evalInputDelta=0.024106040047278343
New Minimum: -0.3396805417795372 > -0.3404527382809537
END: th(1949467.3101173677)=-0.3404527382809537; dx=-8.091343955010847E-9 evalInputDelta=0.02487823654869481
Fitness changed from -0.31557450173225887 to -0.3404527382809537
Iteration 11 complete. Error: -0.3404527382809537 Total: 83.6067; Orientation: 0.9587; Line Search: 66.0808
Adding measurement 1201769d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.462e+03, gradient 1.028e-04, dot -0.929; [096d4903-b06d-4add-9990-6191feb4f5b4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.22556571573872852, -0.26321014934279297, -0.31557450173225887, -0.3404527382809537
LBFGS Accumulation History: 3 points
Removed measurement 6afbe6a1 to history. Total: 4
th(0)=-0.3404527382809537;dx=-1.055766759073736E-8
New Minimum: -0.3404527382809537 > -0.3778795471995464
END: th(4200000.000000001)=-0.3778795471995464; dx=-7.79424959012125E-9 evalInputDelta=0.037426808918592736
Fitness changed from -0.3404527382809537 to -0.3778795471995464
Iteration 12 complete. Error: -0.3778795471995464 Total: 49.9841; Orientation: 0.9158; Line Search: 32.5348
Adding measurement 4df7d9ee to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.280e+03, gradient 1.095e-04, dot -0.837; [096d4903-b06d-4add-9990-6191feb4f5b4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.26321014934279297, -0.31557450173225887, -0.3404527382809537, -0.3778795471995464
LBFGS Accumulation History: 3 points
Removed measurement 410fc508 to history. Total: 4
th(0)=-0.3778795471995464;dx=-1.1988479394328698E-8
New Minimum: -0.3778795471995464 > -0.4139583271230243
END: th(9048625.698133914)=-0.4139583271230243; dx=-6.834539732240147E-10 evalInputDelta=0.036078779923477855
Fitness changed from -0.3778795471995464 to -0.4139583271230243
Iteration 13 complete. Error: -0.4139583271230243 Total: 49.6588; Orientation: 0.9049; Line Search: 32.2174
Adding measurement 4c04216f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.232e+03, gradient 2.366e-04, dot -0.395; [096d4903-b06d-4add-9990-6191feb4f5b4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.31557450173225887, -0.3404527382809537, -0.3778795471995464, -0.4139583271230243
LBFGS Accumulation History: 3 points
Removed measurement 54489296 to history. Total: 4
th(0)=-0.4139583271230243;dx=-5.5971012319402574E-8
Armijo: th(1.9494673101173677E7)=0.29898158534137464; dx=4.287636830174764E-8 evalInputDelta=-0.7129399124643989
Armijo: th(9747336.550586838)=-0.14670497453112663; dx=5.023541523894387E-8 evalInputDelta=-0.26725335259189764
New Minimum: -0.4139583271230243 > -0.44812284358586774
WOLF (strong): th(3249112.1835289462)=-0.44812284358586774; dx=2.6595473962428183E-8 evalInputDelta=0.034164516462843464
New Minimum: -0.44812284358586774 > -0.449732987782415
END: th(812278.0458822366)=-0.449732987782415; dx=-3.1984262474369706E-8 evalInputDelta=0.03577466065939072
Fitness changed from -0.4139583271230243 to -0.449732987782415
Iteration 14 complete. Error: -0.449732987782415 Total: 98.4176; Orientation: 0.9015; Line Search: 81.0813
Adding measurement 120350eb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.973e+03, gradient 1.474e-04, dot -0.611; [096d4903-b06d-4add-9990-6191feb4f5b4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.3404527382809537, -0.3778795471995464, -0.4139583271230243, -0.449732987782415
LBFGS Accumulation History: 3 points
Removed measurement 1201769d to history. Total: 4
th(0)=-0.449732987782415;dx=-2.1719376864375958E-8
New Minimum: -0.449732987782415 > -0.4731598412369413
END: th(1750000.0000000007)=-0.4731598412369413; dx=-5.687771271284989E-9 evalInputDelta=0.02342685345452633
Fitness changed from -0.449732987782415 to -0.4731598412369413
Iteration 15 complete. Error: -0.4731598412369413 Total: 49.9507; Orientation: 0.9199; Line Search: 33.0476
Iteration 15
Adding measurement 7604198a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.563e+03, gradient 9.253e-05, dot -0.843; [096d4903-b06d-4add-9990-6191feb4f5b4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.3778795471995464, -0.4139583271230243, -0.449732987782415, -0.4731598412369413
LBFGS Accumulation History: 3 points
Removed measurement 4df7d9ee to history. Total: 4
th(0)=-0.4731598412369413;dx=-8.561026874488173E-9
New Minimum: -0.4731598412369413 > -0.5012226189642115
END: th(3770260.7075557983)=-0.5012226189642115; dx=-6.799191208192954E-9 evalInputDelta=0.02806277772727017
Fitness changed from -0.4731598412369413 to -0.5012226189642115
Iteration 16 complete. Error: -0.5012226189642115 Total: 49.7422; Orientation: 0.9046; Line Search: 32.7603
Adding measurement 54c11750 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.908e+03, gradient 9.203e-05, dot -0.896; [096d4903-b06d-4add-9990-6191feb4f5b4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.4139583271230243, -0.449732987782415, -0.4731598412369413, -0.5012226189642115
LBFGS Accumulation History: 3 points
Removed measurement 4c04216f to history. Total: 4
th(0)=-0.5012226189642115;dx=-8.469551182607773E-9
New Minimum: -0.5012226189642115 > -0.5448905776037807
END: th(8122780.458822368)=-0.5448905776037807; dx=-2.9918867533109673E-9 evalInputDelta=0.04366795863956918
Fitness changed from -0.5012226189642115 to -0.5448905776037807
Iteration 17 complete. Error: -0.5448905776037807 Total: 50.6038; Orientation: 0.8910; Line Search: 33.0347
Adding measurement 6775c0d1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.017e+03, gradient 1.530e-04, dot -0.517; [096d4903-b06d-4add-9990-6191feb4f5b4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.449732987782415, -0.4731598412369413, -0.5012226189642115, -0.5448905776037807
LBFGS Accumulation History: 3 points
Removed measurement 120350eb to history. Total: 4
th(0)=-0.5448905776037807;dx=-2.3406302547256772E-8
Armijo: th(1.750000000000001E7)=-0.46143387855064777; dx=1.116419542839758E-8 evalInputDelta=-0.08345669905313291
Armijo: th(8750000.000000006)=-0.5179769459090469; dx=4.7128225110054795E-9 evalInputDelta=-0.02691363169473382
New Minimum: -0.5448905776037807 > -0.566171765292995
WOLF (strong): th(2916666.6666666684)=-0.566171765292995; dx=6.2345294085221314E-9 evalInputDelta=0.021281187689214276
END: th(729166.6666666671)=-0.5586645883110413; dx=-1.4865687677082238E-8 evalInputDelta=0.013774010707260587
Fitness changed from -0.5448905776037807 to -0.566171765292995
Iteration 18 complete. Error: -0.566171765292995 Total: 99.3692; Orientation: 0.9066; Line Search: 82.3831
Adding measurement 2b9aeedb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.174e+03, gradient 1.372e-04, dot -0.578; [096d4903-b06d-4add-9990-6191feb4f5b4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.4731598412369413, -0.5012226189642115, -0.5448905776037807, -0.566171765292995
LBFGS Accumulation History: 3 points
Removed measurement 7604198a to history. Total: 4
th(0)=-0.566171765292995;dx=-1.8836125620085323E-8
New Minimum: -0.566171765292995 > -0.5851590217871072
END: th(1570941.9614815828)=-0.5851590217871072; dx=-6.0409145804363135E-9 evalInputDelta=0.01898725649411226
Fitness changed from -0.566171765292995 to -0.5851590217871072
Iteration 19 complete. Error: -0.5851590217871072 Total: 50.1582; Orientation: 0.8999; Line Search: 32.7834
Adding measurement 26bb92e2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.324e+03, gradient 8.199e-05, dot -0.931; [096d4903-b06d-4add-9990-6191feb4f5b4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5012226189642115, -0.5448905776037807, -0.566171765292995, -0.5851590217871072
LBFGS Accumulation History: 3 points
Removed measurement 54c11750 to history. Total: 4
th(0)=-0.5851590217871072;dx=-6.7220241683366495E-9
New Minimum: -0.5851590217871072 > -0.6058646926545799
END: th(3384491.8578426535)=-0.6058646926545799; dx=-5.957344613451746E-9 evalInputDelta=0.02070567086747266
Fitness changed from -0.5851590217871072 to -0.6058646926545799
Iteration 20 complete. Error: -0.6058646926545799 Total: 50.2092; Orientation: 0.9081; Line Search: 32.7331
Iteration 20
Final threshold in iteration 21: -0.6058646926545799 (> -Infinity) after 1389.615s (< 3600.000s)