Reset training subject: 1093039302796599
Reset training subject: 1093091475616500
Adding measurement 1c1f348f to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=1.675114558577306;dx=-1.1710392291951244E-7
New Minimum: 1.675114558577306 > 1.6751145138738224
WOLFE (weak): th(2.154434690031884)=1.6751145138738224; dx=-1.159083559632281E-7 evalInputDelta=4.470348358154297E-8
New Minimum: 1.6751145138738224 > 1.675114335059888
WOLFE (weak): th(4.308869380063768)=1.675114335059888; dx=-1.1590812387525965E-7 evalInputDelta=2.2351741790771484E-7
New Minimum: 1.675114335059888 > 1.6751131876704761
WOLFE (weak): th(12.926608140191302)=1.6751131876704761; dx=-1.159080057070914E-7 evalInputDelta=1.3709068298339844E-6
New Minimum: 1.6751131876704761 > 1.6751089730205462
WOLFE (weak): th(51.70643256076521)=1.6751089730205462; dx=-1.159073583433309E-7 evalInputDelta=5.585556759779564E-6
New Minimum: 1.6751089730205462 > 1.6750847424743776
WOLFE (weak): th(258.53216280382605)=1.6750847424743776; dx=-1.1590616313921875E-7 evalInputDelta=2.9816102928403865E-5
New Minimum: 1.6750847424743776 > 1.6749349812636956
WOLFE (weak): th(1551.1929768229563)=1.6749349812636956; dx=-1.1589226043988309E-7 evalInputDelta=1.7957731361040175E-4
New Minimum: 1.6749349812636956 > 1.6738572014499273
WOLFE (weak): th(10858.350837760694)=1.6738572014499273; dx=-1.1578829652665246E-7 evalInputDelta=0.0012573571273786222
New Minimum: 1.6738572014499273 > 1.6650921206252671
WOLFE (weak): th(86866.80670208555)=1.6650921206252671; dx=-1.1484386389790249E-7 evalInputDelta=0.010022437952038832
New Minimum: 1.6650921206252671 > 1.5883294129816492
WOLFE (weak): th(781801.26031877)=1.5883294129816492; dx=-1.0589308386193267E-7 evalInputDelta=0.08678514559565675
New Minimum: 1.5883294129816492 > 1.1146623745134723
END: th(7818012.6031877)=1.1146623745134723; dx=-4.080380469010944E-8 evalInputDelta=0.5604521840638337
Fitness changed from 1.675114558577306 to 1.1146623745134723
Iteration 1 complete. Error: 1.1146623745134723 Total: 721.9715; Orientation: 0.0923; Line Search: 566.1705
Iteration 1
Adding measurement 75440613 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=1.1146623745134723;dx=-5.237319525191057E-8
New Minimum: 1.1146623745134723 > 0.6518354110945119
END: th(1.684339755941405E7)=0.6518354110945119; dx=-1.2370944055857901E-8 evalInputDelta=0.46282696341896035
Fitness changed from 1.1146623745134723 to 0.6518354110945119
Iteration 2 complete. Error: 0.6518354110945119 Total: 152.8210; Orientation: 0.0920; Line Search: 102.0026
Iteration 2
Adding measurement 29866f6d to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=0.6518354110945119;dx=-2.9614095360657752E-8
New Minimum: 0.6518354110945119 > 0.39868257545567864
WOLF (strong): th(3.6288E7)=0.39868257545567864; dx=2.9794721155778323E-9 evalInputDelta=0.2531528356388333
END: th(1.8144E7)=0.4055679712472102; dx=-4.1967611883388125E-9 evalInputDelta=0.2462674398473017
Fitness changed from 0.6518354110945119 to 0.39868257545567864
Iteration 3 complete. Error: 0.39868257545567864 Total: 207.0419; Orientation: 0.0914; Line Search: 155.6560
Iteration 3
Adding measurement 60e9bda0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.349e+03, gradient 1.632e-04, dot -0.764; [344ba2be-c33e-4d3e-ade5-f32325a58486 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.675114558577306, 1.1146623745134723, 0.6518354110945119, 0.39868257545567864
LBFGS Accumulation History: 3 points
Removed measurement 1c1f348f to history. Total: 4
th(0)=0.39868257545567864;dx=-2.6634841012232164E-8
New Minimum: 0.39868257545567864 > 0.275765096676162
WOLF (strong): th(3.90900630159385E7)=0.275765096676162; dx=6.0927462914896405E-9 evalInputDelta=0.12291747877951664
New Minimum: 0.275765096676162 > 0.2216348168549631
END: th(1.954503150796925E7)=0.2216348168549631; dx=-3.29855474188226E-10 evalInputDelta=0.17704775860071553
Fitness changed from 0.39868257545567864 to 0.2216348168549631
Iteration 4 complete. Error: 0.2216348168549631 Total: 212.3449; Orientation: 2.8053; Line Search: 156.0603
Iteration 4
Adding measurement 4d3d33b6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.114e+03, gradient 1.110e-04, dot -0.773; [344ba2be-c33e-4d3e-ade5-f32325a58486 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.1146623745134723, 0.6518354110945119, 0.39868257545567864, 0.2216348168549631
LBFGS Accumulation History: 3 points
Removed measurement 75440613 to history. Total: 4
th(0)=0.2216348168549631;dx=-1.2311443691633934E-8
New Minimum: 0.2216348168549631 > 0.13182409652427163
WOLF (strong): th(4.210849389853513E7)=0.13182409652427163; dx=4.125314704138184E-9 evalInputDelta=0.08981072033069148
New Minimum: 0.13182409652427163 > 0.10517909047559115
END: th(2.1054246949267566E7)=0.10517909047559115; dx=-1.323810344676991E-9 evalInputDelta=0.11645572637937196
Fitness changed from 0.2216348168549631 to 0.10517909047559115
Iteration 5 complete. Error: 0.10517909047559115 Total: 211.4620; Orientation: 2.7991; Line Search: 157.3756
Iteration 5
Adding measurement 7b61b614 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.368e+03, gradient 8.815e-05, dot -0.735; [344ba2be-c33e-4d3e-ade5-f32325a58486 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.6518354110945119, 0.39868257545567864, 0.2216348168549631, 0.10517909047559115
LBFGS Accumulation History: 3 points
Removed measurement 29866f6d to history. Total: 4
th(0)=0.10517909047559115;dx=-7.770605668393398E-9
New Minimum: 0.10517909047559115 > 0.061729979509649535
WOLF (strong): th(4.536000000000001E7)=0.061729979509649535; dx=3.5391185858793628E-9 evalInputDelta=0.04344911096594162
New Minimum: 0.061729979509649535 > 0.025720154511802207
END: th(2.2680000000000004E7)=0.025720154511802207; dx=-4.3354675049966663E-10 evalInputDelta=0.07945893596378895
Fitness changed from 0.10517909047559115 to 0.025720154511802207
Iteration 6 complete. Error: 0.025720154511802207 Total: 219.3168; Orientation: 2.8438; Line Search: 162.9465
Adding measurement 24c6f389 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.286e+03, gradient 8.701e-05, dot -0.665; [344ba2be-c33e-4d3e-ade5-f32325a58486 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.39868257545567864, 0.2216348168549631, 0.10517909047559115, 0.025720154511802207
LBFGS Accumulation History: 3 points
Removed measurement 60e9bda0 to history. Total: 4
th(0)=0.025720154511802207;dx=-7.570630208681757E-9
Armijo: th(4.8862578769923136E7)=0.07237818785495387; dx=5.2762454938561475E-9 evalInputDelta=-0.04665803334315166
New Minimum: 0.025720154511802207 > -0.01981428326060275
WOLF (strong): th(2.4431289384961568E7)=-0.01981428326060275; dx=1.946396510685558E-9 evalInputDelta=0.045534437772404956
END: th(8143763.128320523)=-0.01490316050115581; dx=-2.8458776422081586E-9 evalInputDelta=0.04062331501295802
Fitness changed from 0.025720154511802207 to -0.01981428326060275
Iteration 7 complete. Error: -0.01981428326060275 Total: 279.5722; Orientation: 2.9109; Line Search: 220.3642
Adding measurement 79382a05 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.284e+03, gradient 1.038e-04, dot -0.598; [344ba2be-c33e-4d3e-ade5-f32325a58486 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.2216348168549631, 0.10517909047559115, 0.025720154511802207, -0.01981428326060275
LBFGS Accumulation History: 3 points
Removed measurement 4d3d33b6 to history. Total: 4
th(0)=-0.01981428326060275;dx=-1.076557783416692E-8
New Minimum: -0.01981428326060275 > -0.06607968218029159
WOLF (strong): th(1.754520579105631E7)=-0.06607968218029159; dx=3.4906445337766374E-9 evalInputDelta=0.04626539891968884
New Minimum: -0.06607968218029159 > -0.07272658328167081
END: th(8772602.895528154)=-0.07272658328167081; dx=-2.0449564905457223E-9 evalInputDelta=0.05291230002106806
Fitness changed from -0.01981428326060275 to -0.07272658328167081
Iteration 8 complete. Error: -0.07272658328167081 Total: 218.5712; Orientation: 2.8671; Line Search: 162.2562
Adding measurement 4d002c5c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.064e+03, gradient 6.273e-05, dot -0.744; [344ba2be-c33e-4d3e-ade5-f32325a58486 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.10517909047559115, 0.025720154511802207, -0.01981428326060275, -0.07272658328167081
LBFGS Accumulation History: 3 points
Removed measurement 7b61b614 to history. Total: 4
th(0)=-0.07272658328167081;dx=-3.935437942926806E-9
New Minimum: -0.07272658328167081 > -0.11262295258939936
END: th(1.8900000000000007E7)=-0.11262295258939936; dx=-8.046870695359884E-10 evalInputDelta=0.03989636930772855
Fitness changed from -0.07272658328167081 to -0.11262295258939936
Iteration 9 complete. Error: -0.11262295258939936 Total: 157.1010; Orientation: 2.8545; Line Search: 104.3859
Adding measurement 166913c2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.198e+03, gradient 6.817e-05, dot -0.640; [344ba2be-c33e-4d3e-ade5-f32325a58486 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.025720154511802207, -0.01981428326060275, -0.07272658328167081, -0.11262295258939936
LBFGS Accumulation History: 3 points
Removed measurement 24c6f389 to history. Total: 4
th(0)=-0.11262295258939936;dx=-4.647657493035243E-9
New Minimum: -0.11262295258939936 > -0.11915506388761132
WOLF (strong): th(4.071881564160262E7)=-0.11915506388761132; dx=1.5901769263510412E-9 evalInputDelta=0.006532111298211962
New Minimum: -0.11915506388761132 > -0.140000107516145
WOLF (strong): th(2.035940782080131E7)=-0.140000107516145; dx=4.6541225636082514E-10 evalInputDelta=0.02737715492674564
END: th(6786469.273600437)=-0.13304648807355557; dx=-1.7792948188724084E-9 evalInputDelta=0.020423535484156208
Fitness changed from -0.11262295258939936 to -0.140000107516145
Iteration 10 complete. Error: -0.140000107516145 Total: 291.7602; Orientation: 2.8935; Line Search: 209.6231
Iteration 10
Adding measurement 652c7ba2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.033e+03, gradient 7.477e-05, dot -0.608; [344ba2be-c33e-4d3e-ade5-f32325a58486 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.01981428326060275, -0.07272658328167081, -0.11262295258939936, -0.140000107516145
LBFGS Accumulation History: 3 points
Removed measurement 79382a05 to history. Total: 4
th(0)=-0.140000107516145;dx=-5.5911057854665045E-9
New Minimum: -0.140000107516145 > -0.17087883945047233
WOLF (strong): th(1.4621004825880261E7)=-0.17087883945047233; dx=4.068375032747233E-10 evalInputDelta=0.03087873193432733
END: th(7310502.412940131)=-0.1656907189472463; dx=-1.8589278422249308E-9 evalInputDelta=0.025690611431101296
Fitness changed from -0.140000107516145 to -0.17087883945047233
Iteration 11 complete. Error: -0.17087883945047233 Total: 217.2796; Orientation: 2.8378; Line Search: 160.3959
Adding measurement 7a2256bb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.098e+03, gradient 6.597e-05, dot -0.610; [344ba2be-c33e-4d3e-ade5-f32325a58486 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.07272658328167081, -0.11262295258939936, -0.140000107516145, -0.17087883945047233
LBFGS Accumulation History: 3 points
Removed measurement 4d002c5c to history. Total: 4
th(0)=-0.17087883945047233;dx=-4.3515123145153934E-9
New Minimum: -0.17087883945047233 > -0.19694985351381433
WOLF (strong): th(1.575000000000001E7)=-0.19694985351381433; dx=3.51474833415645E-10 evalInputDelta=0.026071014063342002
END: th(7875000.000000005)=-0.1924414647848054; dx=-1.4872735234053425E-9 evalInputDelta=0.021562625334333063
Fitness changed from -0.17087883945047233 to -0.19694985351381433
Iteration 12 complete. Error: -0.19694985351381433 Total: 212.2034; Orientation: 2.8524; Line Search: 156.3612
Adding measurement 41cd4672 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.530e+03, gradient 6.327e-05, dot -0.650; [344ba2be-c33e-4d3e-ade5-f32325a58486 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.11262295258939936, -0.140000107516145, -0.17087883945047233, -0.19694985351381433
LBFGS Accumulation History: 3 points
Removed measurement 166913c2 to history. Total: 4
th(0)=-0.19694985351381433;dx=-4.002792562914021E-9
New Minimum: -0.19694985351381433 > -0.2175210537341674
WOLF (strong): th(1.6966173184001096E7)=-0.2175210537341674; dx=1.0405918241426318E-9 evalInputDelta=0.02057120022035308
END: th(8483086.592000548)=-0.21701858058747803; dx=-1.119684756332973E-9 evalInputDelta=0.020068727073663695
Fitness changed from -0.19694985351381433 to -0.2175210537341674
Iteration 13 complete. Error: -0.2175210537341674 Total: 216.7346; Orientation: 2.8275; Line Search: 161.6710
Adding measurement da2dbd0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.221e+03, gradient 7.066e-05, dot -0.623; [344ba2be-c33e-4d3e-ade5-f32325a58486 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.140000107516145, -0.17087883945047233, -0.19694985351381433, -0.2175210537341674
LBFGS Accumulation History: 3 points
Removed measurement 652c7ba2 to history. Total: 4
th(0)=-0.2175210537341674;dx=-4.9924218248957986E-9
New Minimum: -0.2175210537341674 > -0.2304289856564239
WOLF (strong): th(1.827625603235033E7)=-0.2304289856564239; dx=2.365499862727773E-9 evalInputDelta=0.012907931922256477
New Minimum: -0.2304289856564239 > -0.23948080326719978
END: th(9138128.016175166)=-0.23948080326719978; dx=-4.82492360637435E-10 evalInputDelta=0.02195974953303237
Fitness changed from -0.2175210537341674 to -0.23948080326719978
Iteration 14 complete. Error: -0.23948080326719978 Total: 215.1524; Orientation: 2.9162; Line Search: 160.9688
Adding measurement 463aa3da to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.347e+03, gradient 4.770e-05, dot -0.756; [344ba2be-c33e-4d3e-ade5-f32325a58486 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.17087883945047233, -0.19694985351381433, -0.2175210537341674, -0.23948080326719978
LBFGS Accumulation History: 3 points
Removed measurement 7a2256bb to history. Total: 4
th(0)=-0.23948080326719978;dx=-2.2755078716655728E-9
New Minimum: -0.23948080326719978 > -0.25920641060408744
WOLF (strong): th(1.9687500000000015E7)=-0.25920641060408744; dx=3.427841883015857E-11 evalInputDelta=0.019725607336887663
END: th(9843750.000000007)=-0.25468304915513507; dx=-9.770916247149704E-10 evalInputDelta=0.015202245887935284
Fitness changed from -0.23948080326719978 to -0.25920641060408744
Iteration 15 complete. Error: -0.25920641060408744 Total: 264.0820; Orientation: 2.8630; Line Search: 206.5088
Iteration 15
Final threshold in iteration 15: -0.25920641060408744 (> -Infinity) after 3797.485s (< 3600.000s)