Reset training subject: 604720987303300
Reset training subject: 604730519102200
Adding measurement 637de7d9 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=3.974425584077835;dx=-1.1527916595018979E-6
New Minimum: 3.974425584077835 > 3.9744225442409515
WOLFE (weak): th(2.154434690031884)=3.9744225442409515; dx=-1.1090385255851958E-6 evalInputDelta=3.039836883544922E-6
New Minimum: 3.9744225442409515 > 3.974419727921486
WOLFE (weak): th(4.308869380063768)=3.974419727921486; dx=-1.0920064560070376E-6 evalInputDelta=5.856156349182129E-6
New Minimum: 3.974419727921486 > 3.974407911300659
WOLFE (weak): th(12.926608140191302)=3.974407911300659; dx=-1.1091581657917629E-6 evalInputDelta=1.767277717590332E-5
New Minimum: 3.974407911300659 > 3.974355384707451
WOLFE (weak): th(51.70643256076521)=3.974355384707451; dx=-1.106848256088419E-6 evalInputDelta=7.019937038421631E-5
New Minimum: 3.974355384707451 > 3.97407466173172
WOLFE (weak): th(258.53216280382605)=3.97407466173172; dx=-1.1099098874858523E-6 evalInputDelta=3.509223461151123E-4
New Minimum: 3.97407466173172 > 3.9723222702741623
WOLFE (weak): th(1551.1929768229563)=3.9723222702741623; dx=-1.1063573937337237E-6 evalInputDelta=0.0021033138036727905
New Minimum: 3.9723222702741623 > 3.959734156727791
WOLFE (weak): th(10858.350837760694)=3.959734156727791; dx=-1.0965129658705808E-6 evalInputDelta=0.01469142735004425
New Minimum: 3.959734156727791 > 3.8589769899845123
WOLFE (weak): th(86866.80670208555)=3.8589769899845123; dx=-1.0655751844074502E-6 evalInputDelta=0.11544859409332275
New Minimum: 3.8589769899845123 > 3.130789637565613
END: th(781801.26031877)=3.130789637565613; dx=-6.26851790079974E-7 evalInputDelta=0.8436359465122223
Fitness changed from 3.974425584077835 to 3.130789637565613
Iteration 1 complete. Error: 3.130789637565613 Total: 207.7393; Orientation: 0.0115; Line Search: 164.6352
Adding measurement 797be586 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=3.130789637565613;dx=-6.720098814171708E-7
New Minimum: 3.130789637565613 > 2.1681284606456757
END: th(1684339.7559414052)=2.1681284606456757; dx=-3.0558789049866163E-7 evalInputDelta=0.9626611769199371
Fitness changed from 3.130789637565613 to 2.1681284606456757
Iteration 2 complete. Error: 2.1681284606456757 Total: 48.0740; Orientation: 0.0116; Line Search: 31.7598
Adding measurement 361461bc to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=2.1681284606456757;dx=-4.4193000121886076E-7
New Minimum: 2.1681284606456757 > 1.3371437638998032
END: th(3628800.0)=1.3371437638998032; dx=-7.523080714521711E-8 evalInputDelta=0.8309846967458725
Fitness changed from 2.1681284606456757 to 1.3371437638998032
Iteration 3 complete. Error: 1.3371437638998032 Total: 49.4822; Orientation: 0.0112; Line Search: 32.8407
Adding measurement 632b377f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.473e+03, gradient 5.849e-04, dot -0.573; [94ce6dbb-06ab-48fd-a66f-b01944a441fb = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.3371437638998032, 2.1681284606456757, 3.130789637565613, 3.974425584077835
LBFGS Accumulation History: 3 points
Removed measurement 632b377f to history. Total: 3
th(0)=1.3371437638998032;dx=-3.2689352320321613E-7
New Minimum: 1.3371437638998032 > 0.9094941765069962
WOLF (strong): th(7818012.6031877)=0.9094941765069962; dx=4.050362268427067E-8 evalInputDelta=0.427649587392807
New Minimum: 0.9094941765069962 > 0.7343276143074036
WOLF (strong): th(3909006.30159385)=0.7343276143074036; dx=1.6631170172247366E-8 evalInputDelta=0.6028161495923996
END: th(1303002.1005312833)=0.9218185693025589; dx=-1.6395480343173858E-7 evalInputDelta=0.41532519459724426
Fitness changed from 1.3371437638998032 to 0.7343276143074036
Iteration 4 complete. Error: 0.7343276143074036 Total: 79.3074; Orientation: 0.1854; Line Search: 64.1711
Adding measurement 1d4d3a0b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.920e+03, gradient 5.327e-04, dot -0.516; [94ce6dbb-06ab-48fd-a66f-b01944a441fb = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.7343276143074036, 2.1681284606456757, 3.130789637565613, 3.974425584077835
LBFGS Accumulation History: 3 points
Removed measurement 1d4d3a0b to history. Total: 3
th(0)=0.7343276143074036;dx=-2.8023234577423263E-7
New Minimum: 0.7343276143074036 > 0.287445992231369
WOLF (strong): th(2807232.9265690087)=0.287445992231369; dx=6.133651774208294E-9 evalInputDelta=0.44688162207603455
END: th(1403616.4632845044)=0.3812141716480255; dx=-1.2809973310088964E-7 evalInputDelta=0.35311344265937805
Fitness changed from 0.7343276143074036 to 0.287445992231369
Iteration 5 complete. Error: 0.287445992231369 Total: 63.8488; Orientation: 0.1867; Line Search: 47.0099
Adding measurement 765a7fdf to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.111e+03, gradient 4.246e-04, dot -0.537; [94ce6dbb-06ab-48fd-a66f-b01944a441fb = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.287445992231369, 2.1681284606456757, 3.130789637565613, 3.974425584077835
LBFGS Accumulation History: 3 points
Removed measurement 765a7fdf to history. Total: 3
th(0)=0.287445992231369;dx=-1.785932496218568E-7
New Minimum: 0.287445992231369 > 0.041197270154953
WOLF (strong): th(3024000.0)=0.041197270154953; dx=2.5804489402686545E-8 evalInputDelta=0.24624872207641602
END: th(1512000.0)=0.06495620310306549; dx=-6.080497875410792E-8 evalInputDelta=0.22248978912830353
Fitness changed from 0.287445992231369 to 0.041197270154953
Iteration 6 complete. Error: 0.041197270154953 Total: 66.4409; Orientation: 0.1872; Line Search: 49.8032
Adding measurement 4db86d55 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.125e+03, gradient 4.092e-04, dot -0.518; [94ce6dbb-06ab-48fd-a66f-b01944a441fb = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.041197270154953, 2.1681284606456757, 3.130789637565613, 3.974425584077835
LBFGS Accumulation History: 3 points
Removed measurement 4db86d55 to history. Total: 3
th(0)=0.041197270154953;dx=-1.6514011426427097E-7
New Minimum: 0.041197270154953 > -0.11518581211566925
WOLF (strong): th(3257505.2513282085)=-0.11518581211566925; dx=5.606075071538841E-8 evalInputDelta=0.15638308227062225
New Minimum: -0.11518581211566925 > -0.15583986043930054
END: th(1628752.6256641042)=-0.15583986043930054; dx=-2.9410641305635996E-8 evalInputDelta=0.19703713059425354
Fitness changed from 0.041197270154953 to -0.15583986043930054
Iteration 7 complete. Error: -0.15583986043930054 Total: 65.9788; Orientation: 0.1867; Line Search: 49.2813
Adding measurement 275e1e40 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.240e+03, gradient 2.916e-04, dot -0.637; [94ce6dbb-06ab-48fd-a66f-b01944a441fb = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.15583986043930054, 2.1681284606456757, 3.130789637565613, 3.974425584077835
LBFGS Accumulation History: 3 points
Removed measurement 275e1e40 to history. Total: 3
th(0)=-0.15583986043930054;dx=-8.36816779290362E-8
New Minimum: -0.15583986043930054 > -0.27544204890727997
WOLF (strong): th(3509041.1582112615)=-0.27544204890727997; dx=3.7497933532310005E-9 evalInputDelta=0.11960218846797943
END: th(1754520.5791056307)=-0.26256246864795685; dx=-2.0236203266602596E-8 evalInputDelta=0.10672260820865631
Fitness changed from -0.15583986043930054 to -0.27544204890727997
Iteration 8 complete. Error: -0.27544204890727997 Total: 60.6126; Orientation: 0.1860; Line Search: 43.8566
Adding measurement 16fedd18 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.055e+03, gradient 3.654e-04, dot -0.497; [94ce6dbb-06ab-48fd-a66f-b01944a441fb = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.27544204890727997, 2.1681284606456757, 3.130789637565613, 3.974425584077835
LBFGS Accumulation History: 3 points
Removed measurement 16fedd18 to history. Total: 3
th(0)=-0.27544204890727997;dx=-1.2897798188999072E-7
New Minimum: -0.27544204890727997 > -0.317360982298851
WOLF (strong): th(3780000.000000001)=-0.317360982298851; dx=5.188290588856996E-8 evalInputDelta=0.041918933391571045
New Minimum: -0.317360982298851 > -0.4133410006761551
WOLF (strong): th(1890000.0000000005)=-0.4133410006761551; dx=1.3027954069618637E-8 evalInputDelta=0.13789895176887512
END: th(630000.0000000001)=-0.35905586183071136; dx=-8.968348431001879E-8 evalInputDelta=0.0836138129234314
Fitness changed from -0.27544204890727997 to -0.4133410006761551
Iteration 9 complete. Error: -0.4133410006761551 Total: 79.4541; Orientation: 0.1846; Line Search: 62.7213
Adding measurement 249031ba to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.098e+03, gradient 3.047e-04, dot -0.544; [94ce6dbb-06ab-48fd-a66f-b01944a441fb = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.4133410006761551, 2.1681284606456757, 3.130789637565613, 3.974425584077835
LBFGS Accumulation History: 3 points
Removed measurement 249031ba to history. Total: 3
th(0)=-0.4133410006761551;dx=-9.141128927918273E-8
New Minimum: -0.4133410006761551 > -0.4973396956920624
END: th(1357293.854720087)=-0.4973396956920624; dx=-1.1709236294728289E-8 evalInputDelta=0.08399869501590729
Fitness changed from -0.4133410006761551 to -0.4973396956920624
Iteration 10 complete. Error: -0.4973396956920624 Total: 47.9990; Orientation: 0.1872; Line Search: 33.1590
Adding measurement 1c315263 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.107e+03, gradient 2.426e-04, dot -0.625; [94ce6dbb-06ab-48fd-a66f-b01944a441fb = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.4973396956920624, 2.1681284606456757, 3.130789637565613, 3.974425584077835
LBFGS Accumulation History: 3 points
Removed measurement 1c315263 to history. Total: 3
th(0)=-0.4973396956920624;dx=-5.767030480575513E-8
New Minimum: -0.4973396956920624 > -0.5571068823337555
WOLF (strong): th(2924200.9651760515)=-0.5571068823337555; dx=8.742293773223544E-9 evalInputDelta=0.059767186641693115
END: th(1462100.4825880257)=-0.5570791065692902; dx=-1.0225041827456193E-8 evalInputDelta=0.05973941087722778
Fitness changed from -0.4973396956920624 to -0.5571068823337555
Iteration 11 complete. Error: -0.5571068823337555 Total: 64.4488; Orientation: 0.1904; Line Search: 47.9264
Adding measurement 7e364e41 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.977e+03, gradient 3.238e-04, dot -0.481; [94ce6dbb-06ab-48fd-a66f-b01944a441fb = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5571068823337555, 2.1681284606456757, 3.130789637565613, 3.974425584077835
LBFGS Accumulation History: 3 points
Removed measurement 7e364e41 to history. Total: 3
th(0)=-0.5571068823337555;dx=-1.0340006738766947E-7
New Minimum: -0.5571068823337555 > -0.5726729929447174
WOLF (strong): th(3150000.000000001)=-0.5726729929447174; dx=5.0728040962443114E-8 evalInputDelta=0.015566110610961914
New Minimum: -0.5726729929447174 > -0.6479975432157516
WOLF (strong): th(1575000.0000000005)=-0.6479975432157516; dx=1.145605543708094E-8 evalInputDelta=0.09089066088199615
END: th(525000.0000000001)=-0.6113747805356979; dx=-7.272763568407036E-8 evalInputDelta=0.054267898201942444
Fitness changed from -0.5571068823337555 to -0.6479975432157516
Iteration 12 complete. Error: -0.6479975432157516 Total: 80.5795; Orientation: 0.4175; Line Search: 65.3780
Adding measurement 46a41594 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.019e+03, gradient 2.607e-04, dot -0.544; [94ce6dbb-06ab-48fd-a66f-b01944a441fb = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6479975432157516, 2.1681284606456757, 3.130789637565613, 3.974425584077835
LBFGS Accumulation History: 3 points
Removed measurement 46a41594 to history. Total: 3
th(0)=-0.6479975432157516;dx=-6.713431822727603E-8
New Minimum: -0.6479975432157516 > -0.6985675990581512
END: th(1131078.2122667392)=-0.6985675990581512; dx=-7.88354934794294E-9 evalInputDelta=0.0505700558423996
Fitness changed from -0.6479975432157516 to -0.6985675990581512
Iteration 13 complete. Error: -0.6985675990581512 Total: 50.2984; Orientation: 0.1974; Line Search: 33.2785
Adding measurement 358bd403 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.005e+03, gradient 2.062e-04, dot -0.632; [94ce6dbb-06ab-48fd-a66f-b01944a441fb = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6985675990581512, 2.1681284606456757, 3.130789637565613, 3.974425584077835
LBFGS Accumulation History: 3 points
Removed measurement 358bd403 to history. Total: 3
th(0)=-0.6985675990581512;dx=-4.129810400228681E-8
New Minimum: -0.6985675990581512 > -0.7369115203619003
WOLF (strong): th(2436834.1376467096)=-0.7369115203619003; dx=4.940972668112306E-9 evalInputDelta=0.038343921303749084
END: th(1218417.0688233548)=-0.7342974692583084; dx=-8.86374087387943E-9 evalInputDelta=0.035729870200157166
Fitness changed from -0.6985675990581512 to -0.7369115203619003
Iteration 14 complete. Error: -0.7369115203619003 Total: 66.6266; Orientation: 0.1837; Line Search: 49.7603
Adding measurement 3019bda to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.962e+03, gradient 2.850e-04, dot -0.484; [94ce6dbb-06ab-48fd-a66f-b01944a441fb = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7369115203619003, 2.1681284606456757, 3.130789637565613, 3.974425584077835
LBFGS Accumulation History: 3 points
Removed measurement 3019bda to history. Total: 3
th(0)=-0.7369115203619003;dx=-8.000895014273777E-8
New Minimum: -0.7369115203619003 > -0.7422091364860535
WOLF (strong): th(2625000.000000001)=-0.7422091364860535; dx=4.103134570973663E-8 evalInputDelta=0.005297616124153137
New Minimum: -0.7422091364860535 > -0.7942766398191452
WOLF (strong): th(1312500.0000000005)=-0.7942766398191452; dx=1.2762183987149651E-8 evalInputDelta=0.05736511945724487
END: th(437500.0000000002)=-0.7718104273080826; dx=-5.742561057084098E-8 evalInputDelta=0.03489890694618225
Fitness changed from -0.7369115203619003 to -0.7942766398191452
Iteration 15 complete. Error: -0.7942766398191452 Total: 81.2851; Orientation: 0.1845; Line Search: 64.5209
Adding measurement 6bf53be9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.948e+03, gradient 2.341e-04, dot -0.539; [94ce6dbb-06ab-48fd-a66f-b01944a441fb = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7942766398191452, 2.1681284606456757, 3.130789637565613, 3.974425584077835
LBFGS Accumulation History: 3 points
Removed measurement 6bf53be9 to history. Total: 3
th(0)=-0.7942766398191452;dx=-5.413573149271724E-8
New Minimum: -0.7942766398191452 > -0.8260537534952164
END: th(942565.1768889496)=-0.8260537534952164; dx=-4.4092800580774426E-9 evalInputDelta=0.03177711367607117
Fitness changed from -0.7942766398191452 to -0.8260537534952164
Iteration 16 complete. Error: -0.8260537534952164 Total: 49.4824; Orientation: 0.1830; Line Search: 32.7993
Adding measurement 112fc89c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.954e+03, gradient 1.907e-04, dot -0.621; [94ce6dbb-06ab-48fd-a66f-b01944a441fb = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8260537534952164, 2.1681284606456757, 3.130789637565613, 3.974425584077835
LBFGS Accumulation History: 3 points
Removed measurement 112fc89c to history. Total: 3
th(0)=-0.8260537534952164;dx=-3.5866058255649615E-8
New Minimum: -0.8260537534952164 > -0.850719228386879
WOLF (strong): th(2030695.114705592)=-0.850719228386879; dx=4.096631607043906E-9 evalInputDelta=0.024665474891662598
END: th(1015347.557352796)=-0.8505352437496185; dx=-6.327084193605171E-9 evalInputDelta=0.02448149025440216
Fitness changed from -0.8260537534952164 to -0.850719228386879
Iteration 17 complete. Error: -0.850719228386879 Total: 64.3602; Orientation: 0.1840; Line Search: 47.9620
Adding measurement f466e7f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.889e+03, gradient 2.566e-04, dot -0.484; [94ce6dbb-06ab-48fd-a66f-b01944a441fb = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.850719228386879, 2.1681284606456757, 3.130789637565613, 3.974425584077835
LBFGS Accumulation History: 3 points
Removed measurement f466e7f to history. Total: 3
th(0)=-0.850719228386879;dx=-6.517683101842569E-8
New Minimum: -0.850719228386879 > -0.8640668988227844
WOLF (strong): th(2187500.0000000014)=-0.8640668988227844; dx=3.136319509157275E-8 evalInputDelta=0.013347670435905457
New Minimum: -0.8640668988227844 > -0.8923385366797447
WOLF (strong): th(1093750.0000000007)=-0.8923385366797447; dx=4.2549780204682595E-9 evalInputDelta=0.04161930829286575
END: th(364583.33333333355)=-0.8742343187332153; dx=-4.7500026745144436E-8 evalInputDelta=0.023515090346336365
Fitness changed from -0.850719228386879 to -0.8923385366797447
Iteration 18 complete. Error: -0.8923385366797447 Total: 81.5727; Orientation: 0.4037; Line Search: 65.6636
Adding measurement 3f4f065 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.912e+03, gradient 2.106e-04, dot -0.549; [94ce6dbb-06ab-48fd-a66f-b01944a441fb = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8923385366797447, 2.1681284606456757, 3.130789637565613, 3.974425584077835
LBFGS Accumulation History: 3 points
Removed measurement 3f4f065 to history. Total: 3
th(0)=-0.8923385366797447;dx=-4.3902506882757396E-8
New Minimum: -0.8923385366797447 > -0.9159284234046936
END: th(785470.9807407914)=-0.9159284234046936; dx=-7.702658309509586E-9 evalInputDelta=0.023589886724948883
Fitness changed from -0.8923385366797447 to -0.9159284234046936
Iteration 19 complete. Error: -0.9159284234046936 Total: 48.0049; Orientation: 0.2005; Line Search: 31.4364
Adding measurement 2c39abbd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.863e+03, gradient 1.702e-04, dot -0.629; [94ce6dbb-06ab-48fd-a66f-b01944a441fb = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.9159284234046936, 2.1681284606456757, 3.130789637565613, 3.974425584077835
LBFGS Accumulation History: 3 points
Removed measurement 2c39abbd to history. Total: 3
th(0)=-0.9159284234046936;dx=-2.559065096100709E-8
New Minimum: -0.9159284234046936 > -0.9410051852464676
END: th(1692245.9289213268)=-0.9410051852464676; dx=-8.373381998070715E-10 evalInputDelta=0.025076761841773987
Fitness changed from -0.9159284234046936 to -0.9410051852464676
Iteration 20 complete. Error: -0.9410051852464676 Total: 48.2856; Orientation: 0.2047; Line Search: 31.2736
Final threshold in iteration 21: -0.9410051852464676 (> -Infinity) after 1403.882s (< 5400.000s)
