Reset training subject: 581416201521600
Reset training subject: 581418670671000
Adding measurement 10914dae to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=10.047129981219769;dx=-7.320562050828803E-8
New Minimum: 10.047129981219769 > 10.047128818929195
WOLFE (weak): th(2.154434690031884)=10.047128818929195; dx=-7.19416682633709E-8 evalInputDelta=1.1622905731201172E-6
New Minimum: 10.047128818929195 > 10.047127324156463
WOLFE (weak): th(4.308869380063768)=10.047127324156463; dx=-6.896440701195493E-8 evalInputDelta=2.65706330537796E-6
New Minimum: 10.047127324156463 > 10.047122555784881
END: th(12.926608140191302)=10.047122555784881; dx=-6.562117918035009E-8 evalInputDelta=7.42543488740921E-6
Fitness changed from 10.047129981219769 to 10.047122555784881
Iteration 1 complete. Error: 10.047122555784881 Total: 16.6612; Orientation: 0.0023; Line Search: 9.5439
Adding measurement 5ecd71c6 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=10.047122555784881;dx=-5.290340187179711E-8
New Minimum: 10.047122555784881 > 10.047108741477132
WOLFE (weak): th(27.849533001676672)=10.047108741477132; dx=-5.04173464089825E-8 evalInputDelta=1.3814307749271393E-5
New Minimum: 10.047108741477132 > 10.047095227986574
WOLFE (weak): th(55.699066003353344)=10.047095227986574; dx=-5.3413350278192793E-8 evalInputDelta=2.7327798306941986E-5
New Minimum: 10.047095227986574 > 10.047041319310665
WOLFE (weak): th(167.09719801006003)=10.047041319310665; dx=-4.8306596069898615E-8 evalInputDelta=8.123647421598434E-5
New Minimum: 10.047041319310665 > 10.046797171235085
WOLFE (weak): th(668.3887920402401)=10.046797171235085; dx=-5.432529813981323E-8 evalInputDelta=3.2538454979658127E-4
New Minimum: 10.046797171235085 > 10.045477157458663
WOLFE (weak): th(3341.9439602012008)=10.045477157458663; dx=-4.8010591746141805E-8 evalInputDelta=0.0016453983262181282
New Minimum: 10.045477157458663 > 10.036910101771355
END: th(20051.663761207205)=10.036910101771355; dx=-4.290313044246178E-8 evalInputDelta=0.01021245401352644
Fitness changed from 10.047122555784881 to 10.036910101771355
Iteration 2 complete. Error: 10.036910101771355 Total: 18.6199; Orientation: 0.0015; Line Search: 16.3136
Adding measurement 2a4eb8e3 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=10.036910101771355;dx=-4.879107916178742E-8
New Minimum: 10.036910101771355 > 10.010607160627842
WOLFE (weak): th(43200.0)=10.010607160627842; dx=-5.5156099363128196E-8 evalInputDelta=0.026302941143512726
New Minimum: 10.010607160627842 > 9.982321980409324
WOLFE (weak): th(86400.0)=9.982321980409324; dx=-6.62298515927956E-8 evalInputDelta=0.054588121362030506
New Minimum: 9.982321980409324 > 9.863418722525239
WOLFE (weak): th(259200.0)=9.863418722525239; dx=-5.3028037344215574E-8 evalInputDelta=0.17349137924611568
New Minimum: 9.863418722525239 > 9.497233130037785
END: th(1036800.0)=9.497233130037785; dx=-2.1230960533443077E-8 evalInputDelta=0.5396769717335701
Fitness changed from 10.036910101771355 to 9.497233130037785
Iteration 3 complete. Error: 9.497233130037785 Total: 14.9121; Orientation: 0.0014; Line Search: 12.6046
Adding measurement 57e1822f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.173e+02, gradient 4.093e-04, dot -0.144; [be1a53c2-47f5-4e50-bebd-35ba85c5db0e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 9.497233130037785, 10.036910101771355, 10.047122555784881, 10.047129981219769
LBFGS Accumulation History: 3 points
Removed measurement 57e1822f to history. Total: 3
th(0)=9.497233130037785;dx=-8.075943128306927E-8
New Minimum: 9.497233130037785 > 8.578259024769068
END: th(2233717.886625057)=8.578259024769068; dx=-1.1887389997314344E-8 evalInputDelta=0.9189741052687168
Fitness changed from 9.497233130037785 to 8.578259024769068
Iteration 4 complete. Error: 8.578259024769068 Total: 7.0383; Orientation: 0.0206; Line Search: 4.7162
Adding measurement 41c646b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.333e+02, gradient 3.407e-04, dot -0.101; [be1a53c2-47f5-4e50-bebd-35ba85c5db0e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 8.578259024769068, 10.036910101771355, 10.047122555784881, 10.047129981219769
LBFGS Accumulation History: 3 points
Removed measurement 41c646b to history. Total: 3
th(0)=8.578259024769068;dx=-6.184282758186862E-8
New Minimum: 8.578259024769068 > 7.957532435655594
WOLF (strong): th(4812399.302689729)=7.957532435655594; dx=5.2772002741801205E-9 evalInputDelta=0.6207265891134739
END: th(2406199.6513448646)=8.026768080890179; dx=-7.551749789067432E-9 evalInputDelta=0.5514909438788891
Fitness changed from 8.578259024769068 to 7.957532435655594
Iteration 5 complete. Error: 7.957532435655594 Total: 9.2135; Orientation: 0.0220; Line Search: 6.8910
Adding measurement 79b019c9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.534e+02, gradient 3.594e-04, dot -0.047; [be1a53c2-47f5-4e50-bebd-35ba85c5db0e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.957532435655594, 10.036910101771355, 10.047122555784881, 10.047129981219769
LBFGS Accumulation History: 3 points
Removed measurement 79b019c9 to history. Total: 3
th(0)=7.957532435655594;dx=-6.881012885286349E-8
New Minimum: 7.957532435655594 > 7.729794971644878
WOLF (strong): th(5184000.0)=7.729794971644878; dx=1.640878456100223E-8 evalInputDelta=0.22773746401071548
New Minimum: 7.729794971644878 > 7.445699892938137
END: th(2592000.0)=7.445699892938137; dx=-2.5492067711285387E-9 evalInputDelta=0.5118325427174568
Fitness changed from 7.957532435655594 to 7.445699892938137
Iteration 6 complete. Error: 7.445699892938137 Total: 9.2241; Orientation: 0.0229; Line Search: 6.9099
Adding measurement 458babc3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.586e+02, gradient 2.881e-04, dot -0.036; [be1a53c2-47f5-4e50-bebd-35ba85c5db0e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.445699892938137, 10.036910101771355, 10.047122555784881, 10.047129981219769
LBFGS Accumulation History: 3 points
Removed measurement 458babc3 to history. Total: 3
th(0)=7.445699892938137;dx=-4.677823935243499E-8
New Minimum: 7.445699892938137 > 7.343657687306404
WOLF (strong): th(5584294.716562643)=7.343657687306404; dx=5.879905616395439E-9 evalInputDelta=0.10204220563173294
New Minimum: 7.343657687306404 > 6.978514201939106
END: th(2792147.3582813214)=6.978514201939106; dx=-6.494307351106016E-9 evalInputDelta=0.46718569099903107
Fitness changed from 7.445699892938137 to 6.978514201939106
Iteration 7 complete. Error: 6.978514201939106 Total: 9.2543; Orientation: 0.0226; Line Search: 6.8829
Adding measurement 3f65b5b6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.483e+03, gradient 2.796e-04, dot -0.150; [be1a53c2-47f5-4e50-bebd-35ba85c5db0e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.978514201939106, 10.036910101771355, 10.047122555784881, 10.047129981219769
LBFGS Accumulation History: 3 points
Removed measurement 3f65b5b6 to history. Total: 3
th(0)=6.978514201939106;dx=-4.049198429494088E-8
Armijo: th(6015499.128362162)=7.1041204407811165; dx=7.614895838670049E-9 evalInputDelta=-0.1256062388420105
New Minimum: 6.978514201939106 > 6.573117911815643
END: th(3007749.564181081)=6.573117911815643; dx=-3.2288696144370026E-9 evalInputDelta=0.4053962901234627
Fitness changed from 6.978514201939106 to 6.573117911815643
Iteration 8 complete. Error: 6.573117911815643 Total: 9.2689; Orientation: 0.0222; Line Search: 6.8921
Adding measurement 3a2583ab to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.175e+03, gradient 2.531e-04, dot -0.140; [be1a53c2-47f5-4e50-bebd-35ba85c5db0e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.573117911815643, 10.036910101771355, 10.047122555784881, 10.047129981219769
LBFGS Accumulation History: 3 points
Removed measurement 3a2583ab to history. Total: 3
th(0)=6.573117911815643;dx=-2.8723467825275528E-8
Armijo: th(6480000.000000001)=7.8714989721775055; dx=8.007251933085737E-9 evalInputDelta=-1.2983810603618622
New Minimum: 6.573117911815643 > 6.511507585644722
END: th(3240000.0000000005)=6.511507585644722; dx=-8.06825771406937E-9 evalInputDelta=0.061610326170921326
Fitness changed from 6.573117911815643 to 6.511507585644722
Iteration 9 complete. Error: 6.511507585644722 Total: 9.2919; Orientation: 0.0524; Line Search: 6.9530
Adding measurement 332c549c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.569e+03, gradient 3.232e-04, dot -0.091; [be1a53c2-47f5-4e50-bebd-35ba85c5db0e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.511507585644722, 10.036910101771355, 10.047122555784881, 10.047129981219769
LBFGS Accumulation History: 3 points
Removed measurement 332c549c to history. Total: 3
th(0)=6.511507585644722;dx=-5.0466002833509905E-8
Armijo: th(6980368.395703305)=8.199716180562973; dx=2.7293180782648976E-8 evalInputDelta=-1.688208594918251
Armijo: th(3490184.1978516523)=6.963291250169277; dx=1.2230415992397867E-8 evalInputDelta=-0.4517836645245552
New Minimum: 6.511507585644722 > 6.391564376652241
END: th(1163394.7326172173)=6.391564376652241; dx=-1.2722174703029373E-8 evalInputDelta=0.11994320899248123
Fitness changed from 6.511507585644722 to 6.391564376652241
Iteration 10 complete. Error: 6.391564376652241 Total: 11.5144; Orientation: 0.0251; Line Search: 9.1768
Adding measurement 44ce881 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.987e+03, gradient 2.902e-04, dot -0.198; [be1a53c2-47f5-4e50-bebd-35ba85c5db0e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.391564376652241, 10.036910101771355, 10.047122555784881, 10.047129981219769
LBFGS Accumulation History: 3 points
Removed measurement 44ce881 to history. Total: 3
th(0)=6.391564376652241;dx=-4.026393815029597E-8
New Minimum: 6.391564376652241 > 6.333014041185379
END: th(2506457.970150901)=6.333014041185379; dx=-9.762340355845889E-9 evalInputDelta=0.058550335466861725
Fitness changed from 6.391564376652241 to 6.333014041185379
Iteration 11 complete. Error: 6.333014041185379 Total: 6.9862; Orientation: 0.0237; Line Search: 4.6103
Adding measurement 1631fa14 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.401e+03, gradient 2.576e-04, dot -0.094; [be1a53c2-47f5-4e50-bebd-35ba85c5db0e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.333014041185379, 10.036910101771355, 10.047122555784881, 10.047129981219769
LBFGS Accumulation History: 3 points
Removed measurement 1631fa14 to history. Total: 3
th(0)=6.333014041185379;dx=-2.326008600550003E-8
Armijo: th(5400000.000000001)=6.604728102684021; dx=2.172998958149156E-9 evalInputDelta=-0.27171406149864197
New Minimum: 6.333014041185379 > 6.1788864359259605
WOLF (strong): th(2700000.0000000005)=6.1788864359259605; dx=1.2038457440723177E-9 evalInputDelta=0.1541276052594185
New Minimum: 6.1788864359259605 > 6.1579562947154045
END: th(900000.0000000001)=6.1579562947154045; dx=-1.3910498092098136E-8 evalInputDelta=0.17505774646997452
Fitness changed from 6.333014041185379 to 6.1579562947154045
Iteration 12 complete. Error: 6.1579562947154045 Total: 12.3695; Orientation: 0.0222; Line Search: 9.0461
Adding measurement 2859674b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.240e+03, gradient 2.393e-04, dot -0.135; [be1a53c2-47f5-4e50-bebd-35ba85c5db0e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.1579562947154045, 10.036910101771355, 10.047122555784881, 10.047129981219769
LBFGS Accumulation History: 3 points
Removed measurement 2859674b to history. Total: 3
th(0)=6.1579562947154045;dx=-1.3365774983148493E-8
New Minimum: 6.1579562947154045 > 6.0100570395588875
END: th(1938991.2210286956)=6.0100570395588875; dx=-7.1416797177839224E-9 evalInputDelta=0.14789925515651703
Fitness changed from 6.1579562947154045 to 6.0100570395588875
Iteration 13 complete. Error: 6.0100570395588875 Total: 6.8504; Orientation: 0.0222; Line Search: 4.5460
Adding measurement 29bc0b9f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.560e+03, gradient 2.317e-04, dot -0.156; [be1a53c2-47f5-4e50-bebd-35ba85c5db0e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.0100570395588875, 10.036910101771355, 10.047122555784881, 10.047129981219769
LBFGS Accumulation History: 3 points
Removed measurement 29bc0b9f to history. Total: 3
th(0)=6.0100570395588875;dx=-1.6728968512560534E-8
Armijo: th(4177429.9502515015)=6.405886985361576; dx=2.7935364430323135E-9 evalInputDelta=-0.3958299458026886
New Minimum: 6.0100570395588875 > 5.969629913568497
END: th(2088714.9751257508)=5.969629913568497; dx=-7.488701813273649E-9 evalInputDelta=0.04042712599039078
Fitness changed from 6.0100570395588875 to 5.969629913568497
Iteration 14 complete. Error: 5.969629913568497 Total: 9.1795; Orientation: 0.0218; Line Search: 6.9023
Adding measurement 69258734 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.852e+03, gradient 2.683e-04, dot -0.150; [be1a53c2-47f5-4e50-bebd-35ba85c5db0e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.969629913568497, 10.036910101771355, 10.047122555784881, 10.047129981219769
LBFGS Accumulation History: 3 points
Removed measurement 69258734 to history. Total: 3
th(0)=5.969629913568497;dx=-2.0758232199126025E-8
Armijo: th(4500000.000000001)=6.685484893620014; dx=5.738044297646625E-10 evalInputDelta=-0.7158549800515175
Armijo: th(2250000.0000000005)=6.049150303006172; dx=-8.41141453559701E-9 evalInputDelta=-0.07952038943767548
New Minimum: 5.969629913568497 > 5.873674631118774
END: th(750000.0000000001)=5.873674631118774; dx=-1.1019835413882466E-8 evalInputDelta=0.09595528244972229
Fitness changed from 5.969629913568497 to 5.873674631118774
Iteration 15 complete. Error: 5.873674631118774 Total: 11.6312; Orientation: 0.0217; Line Search: 9.2071
Adding measurement 3bee2df3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.965e+03, gradient 2.614e-04, dot -0.165; [be1a53c2-47f5-4e50-bebd-35ba85c5db0e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.873674631118774, 10.036910101771355, 10.047122555784881, 10.047129981219769
LBFGS Accumulation History: 3 points
Removed measurement 3bee2df3 to history. Total: 3
th(0)=5.873674631118774;dx=-2.8248447174314248E-8
New Minimum: 5.873674631118774 > 5.84871868789196
END: th(1615826.0175239132)=5.84871868789196; dx=-1.2009094901114143E-8 evalInputDelta=0.02495594322681427
Fitness changed from 5.873674631118774 to 5.84871868789196
Iteration 16 complete. Error: 5.84871868789196 Total: 7.0435; Orientation: 0.0222; Line Search: 4.7258
Adding measurement 7f3d3588 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.124e+03, gradient 2.637e-04, dot -0.194; [be1a53c2-47f5-4e50-bebd-35ba85c5db0e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.84871868789196, 10.036910101771355, 10.047122555784881, 10.047129981219769
LBFGS Accumulation History: 3 points
Removed measurement 7f3d3588 to history. Total: 3
th(0)=5.84871868789196;dx=-1.839020268760731E-8
Armijo: th(3481191.6252095853)=6.529705509543419; dx=1.7787309870549775E-9 evalInputDelta=-0.6809868216514587
Armijo: th(1740595.8126047926)=6.068867713212967; dx=-7.244511043975752E-9 evalInputDelta=-0.22014902532100677
Armijo: th(580198.6042015975)=5.861850969493389; dx=-2.4324339379218876E-8 evalInputDelta=-0.013132281601428986
New Minimum: 5.84871868789196 > 5.843770802021027
WOLFE (weak): th(145049.65105039938)=5.843770802021027; dx=-2.023217744724544E-8 evalInputDelta=0.004947885870933533
WOLFE (weak): th(362624.12762599846)=5.846781700849533; dx=-2.3382401066432016E-8 evalInputDelta=0.001936987042427063
Armijo: th(471411.365913798)=5.852988630533218; dx=-3.892664638108775E-8 evalInputDelta=-0.00426994264125824
Armijo: th(417017.7467698982)=5.84955021739006; dx=-1.491905156160794E-8 evalInputDelta=-8.315294981002808E-4
END: th(389820.93719794834)=5.848070092499256; dx=-1.4219004852130085E-8 evalInputDelta=6.4859539270401E-4
Fitness changed from 5.84871868789196 to 5.843770802021027
Iteration 17 complete. Error: 5.843770802021027 Total: 23.0956; Orientation: 0.0215; Line Search: 20.7672
Adding measurement 4d654cdb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.134e+03, gradient 2.412e-04, dot -0.200; [be1a53c2-47f5-4e50-bebd-35ba85c5db0e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.843770802021027, 10.036910101771355, 10.047122555784881, 10.047129981219769
LBFGS Accumulation History: 3 points
Removed measurement 4d654cdb to history. Total: 3
th(0)=5.843770802021027;dx=-2.416056474569167E-8
Armijo: th(839843.7500000002)=5.869966059923172; dx=-1.4190578892576697E-8 evalInputDelta=-0.026195257902145386
Armijo: th(419921.8750000001)=5.844760999083519; dx=-1.8837870577853356E-8 evalInputDelta=-9.901970624923706E-4
New Minimum: 5.843770802021027 > 5.840952470898628
WOLFE (weak): th(139973.95833333337)=5.840952470898628; dx=-2.7008472655200946E-8 evalInputDelta=0.0028183311223983765
END: th(279947.91666666674)=5.841310054063797; dx=-8.778307313868965E-9 evalInputDelta=0.0024607479572296143
Fitness changed from 5.843770802021027 to 5.840952470898628
Iteration 18 complete. Error: 5.840952470898628 Total: 13.7434; Orientation: 0.0219; Line Search: 11.4199
Adding measurement 3f5aa639 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.225e+03, gradient 2.403e-04, dot -0.203; [be1a53c2-47f5-4e50-bebd-35ba85c5db0e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.840952470898628, 10.036910101771355, 10.047122555784881, 10.047129981219769
LBFGS Accumulation History: 3 points
Removed measurement 3f5aa639 to history. Total: 3
th(0)=5.840952470898628;dx=-1.770544411172413E-8
New Minimum: 5.840952470898628 > 5.834925331175327
END: th(603129.5030688219)=5.834925331175327; dx=-1.2190773507197749E-8 evalInputDelta=0.006027139723300934
Fitness changed from 5.840952470898628 to 5.834925331175327
Iteration 19 complete. Error: 5.834925331175327 Total: 7.9023; Orientation: 0.0212; Line Search: 4.6571
Adding measurement 1cd14439 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.089e+04, gradient 2.380e-04, dot -0.284; [be1a53c2-47f5-4e50-bebd-35ba85c5db0e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.834925331175327, 10.036910101771355, 10.047122555784881, 10.047129981219769
LBFGS Accumulation History: 3 points
Removed measurement 1cd14439 to history. Total: 3
th(0)=5.834925331175327;dx=-1.6317696530923365E-8
Armijo: th(1299403.1239931614)=5.872646041214466; dx=-9.189547777436357E-9 evalInputDelta=-0.037720710039138794
New Minimum: 5.834925331175327 > 5.833617158234119
END: th(649701.5619965807)=5.833617158234119; dx=-7.345401496109891E-9 evalInputDelta=0.0013081729412078857
Fitness changed from 5.834925331175327 to 5.833617158234119
Iteration 20 complete. Error: 5.833617158234119 Total: 9.2734; Orientation: 0.0218; Line Search: 6.9233
Final threshold in iteration 21: 5.833617158234119 (> -Infinity) after 223.074s (< 5400.000s)
