Reset training subject: 22526817691232
Reset training subject: 22563920669473
Adding measurement 30f8b83 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=-2.085036166012287;dx=-1.5886183007390958E-7
New Minimum: -2.085036166012287 > -2.0850362554192543
WOLFE (weak): th(2.154434690031884)=-2.0850362554192543; dx=-1.4430058214836956E-7 evalInputDelta=8.940696716308594E-8
New Minimum: -2.0850362554192543 > -2.0850366353988647
WOLFE (weak): th(4.308869380063768)=-2.0850366353988647; dx=-1.437708408389938E-7 evalInputDelta=4.6938657760620117E-7
New Minimum: -2.0850366353988647 > -2.0850383639335632
END: th(12.926608140191302)=-2.0850383639335632; dx=-1.4102486097864252E-7 evalInputDelta=2.1979212760925293E-6
Fitness changed from -2.085036166012287 to -2.0850383639335632
Iteration 1 complete. Error: -2.0850383639335632 Total: 248.8369; Orientation: 0.0813; Line Search: 141.7398
Adding measurement 6a7ca515 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-2.0850383639335632;dx=-1.3843374689287576E-7
New Minimum: -2.0850383639335632 > -2.0850434452295303
WOLFE (weak): th(27.849533001676672)=-2.0850434452295303; dx=-1.3969438553650246E-7 evalInputDelta=5.081295967102051E-6
New Minimum: -2.0850434452295303 > -2.085048384964466
WOLFE (weak): th(55.699066003353344)=-2.085048384964466; dx=-1.3895147211477257E-7 evalInputDelta=1.0021030902862549E-5
New Minimum: -2.085048384964466 > -2.0850685983896255
WOLFE (weak): th(167.09719801006003)=-2.0850685983896255; dx=-1.407665176444823E-7 evalInputDelta=3.0234456062316895E-5
New Minimum: -2.0850685983896255 > -2.085159219801426
WOLFE (weak): th(668.3887920402401)=-2.085159219801426; dx=-1.3854565588716886E-7 evalInputDelta=1.2085586786270142E-4
New Minimum: -2.085159219801426 > -2.0856421813368797
WOLFE (weak): th(3341.9439602012008)=-2.0856421813368797; dx=-1.3872297594559778E-7 evalInputDelta=6.038174033164978E-4
New Minimum: -2.0856421813368797 > -2.088658817112446
WOLFE (weak): th(20051.663761207205)=-2.088658817112446; dx=-1.4007793521573166E-7 evalInputDelta=0.003620453178882599
New Minimum: -2.088658817112446 > -2.1102286875247955
WOLFE (weak): th(140361.64632845044)=-2.1102286875247955; dx=-1.3647134357773204E-7 evalInputDelta=0.0251903235912323
New Minimum: -2.1102286875247955 > -2.2753272280097008
END: th(1122893.1706276035)=-2.2753272280097008; dx=-1.2106740901829865E-7 evalInputDelta=0.19028886407613754
Fitness changed from -2.0850383639335632 to -2.2753272280097008
Iteration 2 complete. Error: -2.2753272280097008 Total: 351.8313; Orientation: 0.0822; Line Search: 316.7807
Adding measurement 202c9e57 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-2.2753272280097008;dx=-1.1606610663924928E-7
New Minimum: -2.2753272280097008 > -2.5844688192009926
END: th(2419200.0000000005)=-2.5844688192009926; dx=-8.37624794860715E-8 evalInputDelta=0.3091415911912918
Fitness changed from -2.2753272280097008 to -2.5844688192009926
Iteration 3 complete. Error: -2.5844688192009926 Total: 105.3716; Orientation: 0.0805; Line Search: 70.0382
Adding measurement 28388f22 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.647e+03, gradient 2.800e-04, dot -0.842; [f62fad9b-3e2c-4fb3-adac-6035ad0624e8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.5844688192009926, -2.2753272280097008, -2.0850383639335632, -2.085036166012287
LBFGS Accumulation History: 3 points
Removed measurement 28388f22 to history. Total: 3
th(0)=-2.5844688192009926;dx=-7.543140464742649E-8
New Minimum: -2.5844688192009926 > -2.9719936326146126
END: th(5212008.402125134)=-2.9719936326146126; dx=-4.135160057093487E-8 evalInputDelta=0.38752481341362
Fitness changed from -2.5844688192009926 to -2.9719936326146126
Iteration 4 complete. Error: -2.9719936326146126 Total: 109.3552; Orientation: 2.0105; Line Search: 69.8328
Adding measurement 2d4e3f5e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.300e+03, gradient 1.978e-04, dot -0.687; [f62fad9b-3e2c-4fb3-adac-6035ad0624e8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.9719936326146126, -2.2753272280097008, -2.0850383639335632, -2.085036166012287
LBFGS Accumulation History: 3 points
Removed measurement 2d4e3f5e to history. Total: 3
th(0)=-2.9719936326146126;dx=-3.72819855537132E-8
New Minimum: -2.9719936326146126 > -3.3362772688269615
END: th(1.1228931706276037E7)=-3.3362772688269615; dx=-1.5619957462333618E-8 evalInputDelta=0.36428363621234894
Fitness changed from -2.9719936326146126 to -3.3362772688269615
Iteration 5 complete. Error: -3.3362772688269615 Total: 108.8253; Orientation: 2.2978; Line Search: 71.6064
Adding measurement 1502c4ca to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.875e+03, gradient 1.329e-04, dot -0.589; [f62fad9b-3e2c-4fb3-adac-6035ad0624e8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.3362772688269615, -2.2753272280097008, -2.0850383639335632, -2.085036166012287
LBFGS Accumulation History: 3 points
Removed measurement 1502c4ca to history. Total: 3
th(0)=-3.3362772688269615;dx=-1.667512000164124E-8
New Minimum: -3.3362772688269615 > -3.5630212500691414
END: th(2.4192000000000004E7)=-3.5630212500691414; dx=-2.1050536861549597E-9 evalInputDelta=0.22674398124217987
Fitness changed from -3.3362772688269615 to -3.5630212500691414
Iteration 6 complete. Error: -3.5630212500691414 Total: 107.9367; Orientation: 1.9926; Line Search: 71.0358
Adding measurement 1afae7e5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.845e+02, gradient 1.703e-04, dot -0.177; [f62fad9b-3e2c-4fb3-adac-6035ad0624e8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.5630212500691414, -2.2753272280097008, -2.0850383639335632, -2.085036166012287
LBFGS Accumulation History: 3 points
Removed measurement 1afae7e5 to history. Total: 3
th(0)=-3.5630212500691414;dx=-2.8054982107267743E-8
Armijo: th(5.212008402125134E7)=-2.806743185967207; dx=1.373891554154653E-8 evalInputDelta=-0.7562780641019344
Armijo: th(2.606004201062567E7)=-3.319697666913271; dx=1.7200936091316613E-8 evalInputDelta=-0.24332358315587044
New Minimum: -3.5630212500691414 > -3.628554992377758
WOLF (strong): th(8686680.670208557)=-3.628554992377758; dx=7.97414859848681E-9 evalInputDelta=0.06553374230861664
END: th(2171670.167552139)=-3.6164656430482864; dx=-1.4064669879597178E-8 evalInputDelta=0.05344439297914505
Fitness changed from -3.5630212500691414 to -3.628554992377758
Iteration 7 complete. Error: -3.628554992377758 Total: 211.2253; Orientation: 2.0315; Line Search: 174.2963
Adding measurement 5a08e23d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.401e+03, gradient 1.464e-04, dot -0.276; [f62fad9b-3e2c-4fb3-adac-6035ad0624e8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.628554992377758, -2.2753272280097008, -2.0850383639335632, -2.085036166012287
LBFGS Accumulation History: 3 points
Removed measurement 5a08e23d to history. Total: 3
th(0)=-3.628554992377758;dx=-2.0473813352084298E-8
New Minimum: -3.628554992377758 > -3.6982538364827633
END: th(4678721.544281682)=-3.6982538364827633; dx=-4.21617770668962E-9 evalInputDelta=0.06969884410500526
Fitness changed from -3.628554992377758 to -3.6982538364827633
Iteration 8 complete. Error: -3.6982538364827633 Total: 106.7238; Orientation: 2.0001; Line Search: 69.8538
Adding measurement 15447eb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.266e+03, gradient 7.427e-05, dot -0.495; [f62fad9b-3e2c-4fb3-adac-6035ad0624e8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.6982538364827633, -2.2753272280097008, -2.0850383639335632, -2.085036166012287
LBFGS Accumulation History: 3 points
Removed measurement 15447eb to history. Total: 3
th(0)=-3.6982538364827633;dx=-5.209205964512299E-9
New Minimum: -3.6982538364827633 > -3.7476035952568054
END: th(1.0080000000000002E7)=-3.7476035952568054; dx=-2.7422436848852974E-9 evalInputDelta=0.04934975877404213
Fitness changed from -3.6982538364827633 to -3.7476035952568054
Iteration 9 complete. Error: -3.7476035952568054 Total: 109.1900; Orientation: 2.0179; Line Search: 69.6308
Adding measurement 1688c8a6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.347e+03, gradient 7.048e-05, dot -0.506; [f62fad9b-3e2c-4fb3-adac-6035ad0624e8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.7476035952568054, -2.2753272280097008, -2.0850383639335632, -2.085036166012287
LBFGS Accumulation History: 3 points
Removed measurement 1688c8a6 to history. Total: 3
th(0)=-3.7476035952568054;dx=-4.7388802703790016E-9
New Minimum: -3.7476035952568054 > -3.778963193297386
WOLF (strong): th(2.1716701675521392E7)=-3.778963193297386; dx=1.216851187332228E-9 evalInputDelta=0.03135959804058075
New Minimum: -3.778963193297386 > -3.78305047377944
END: th(1.0858350837760696E7)=-3.78305047377944; dx=-9.34238254529884E-10 evalInputDelta=0.035446878522634506
Fitness changed from -3.7476035952568054 to -3.78305047377944
Iteration 10 complete. Error: -3.78305047377944 Total: 141.4791; Orientation: 1.9907; Line Search: 104.5444
Adding measurement 4f79080f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.121e+03, gradient 8.681e-05, dot -0.348; [f62fad9b-3e2c-4fb3-adac-6035ad0624e8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.78305047377944, -2.2753272280097008, -2.0850383639335632, -2.085036166012287
LBFGS Accumulation History: 3 points
Removed measurement 4f79080f to history. Total: 3
th(0)=-3.78305047377944;dx=-7.229006078064934E-9
Armijo: th(2.339360772140841E7)=-3.71671337261796; dx=7.649890515989587E-9 evalInputDelta=-0.06633710116147995
New Minimum: -3.78305047377944 > -3.798487853258848
WOLF (strong): th(1.1696803860704206E7)=-3.798487853258848; dx=3.70839896684693E-9 evalInputDelta=0.015437379479408264
New Minimum: -3.798487853258848 > -3.8053930401802063
END: th(3898934.6202347353)=-3.8053930401802063; dx=-2.518398944687058E-9 evalInputDelta=0.022342566400766373
Fitness changed from -3.78305047377944 to -3.8053930401802063
Iteration 11 complete. Error: -3.8053930401802063 Total: 175.9688; Orientation: 1.9899; Line Search: 139.0649
Adding measurement 56a4d4b9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.354e+03, gradient 5.408e-05, dot -0.610; [f62fad9b-3e2c-4fb3-adac-6035ad0624e8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.8053930401802063, -2.2753272280097008, -2.0850383639335632, -2.085036166012287
LBFGS Accumulation History: 3 points
Removed measurement 56a4d4b9 to history. Total: 3
th(0)=-3.8053930401802063;dx=-2.7998619286434184E-9
New Minimum: -3.8053930401802063 > -3.831984516233206
END: th(8400000.000000002)=-3.831984516233206; dx=-2.4120986425009815E-9 evalInputDelta=0.026591476052999496
Fitness changed from -3.8053930401802063 to -3.831984516233206
Iteration 12 complete. Error: -3.831984516233206 Total: 106.4785; Orientation: 1.9925; Line Search: 69.5397
Adding measurement 1c59af36 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.313e+03, gradient 5.117e-05, dot -0.607; [f62fad9b-3e2c-4fb3-adac-6035ad0624e8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.831984516233206, -2.2753272280097008, -2.0850383639335632, -2.085036166012287
LBFGS Accumulation History: 3 points
Removed measurement 1c59af36 to history. Total: 3
th(0)=-3.831984516233206;dx=-2.4893576220638242E-9
New Minimum: -3.831984516233206 > -3.879051525145769
END: th(1.8097251396267828E7)=-3.879051525145769; dx=-1.7960318543725415E-9 evalInputDelta=0.047067008912563324
Fitness changed from -3.831984516233206 to -3.879051525145769
Iteration 13 complete. Error: -3.879051525145769 Total: 108.6768; Orientation: 1.9958; Line Search: 69.6650
Adding measurement 17f3c6e0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.415e+03, gradient 5.269e-05, dot -0.558; [f62fad9b-3e2c-4fb3-adac-6035ad0624e8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.879051525145769, -2.2753272280097008, -2.0850383639335632, -2.085036166012287
LBFGS Accumulation History: 3 points
Removed measurement 17f3c6e0 to history. Total: 3
th(0)=-3.879051525145769;dx=-2.6745284878963113E-9
Armijo: th(3.898934620234735E7)=-3.878715693950653; dx=1.6689014498352012E-9 evalInputDelta=-3.358311951160431E-4
New Minimum: -3.879051525145769 > -3.903634201735258
WOLF (strong): th(1.9494673101173677E7)=-3.903634201735258; dx=3.2594842528059234E-10 evalInputDelta=0.024582676589488983
END: th(6498224.3670578925)=-3.895178247243166; dx=-1.4166898828508011E-9 evalInputDelta=0.01612672209739685
Fitness changed from -3.879051525145769 to -3.903634201735258
Iteration 14 complete. Error: -3.903634201735258 Total: 176.2281; Orientation: 1.9852; Line Search: 139.3291
Adding measurement 1429af44 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.425e+02, gradient 1.044e-04, dot -0.213; [f62fad9b-3e2c-4fb3-adac-6035ad0624e8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.903634201735258, -2.2753272280097008, -2.0850383639335632, -2.085036166012287
LBFGS Accumulation History: 3 points
Removed measurement 1429af44 to history. Total: 3
th(0)=-3.903634201735258;dx=-1.0367069359031802E-8
Armijo: th(1.4000000000000006E7)=-3.8639073241502047; dx=1.0776771412354192E-8 evalInputDelta=-0.039726877585053444
New Minimum: -3.903634201735258 > -3.926703456789255
WOLF (strong): th(7000000.000000003)=-3.926703456789255; dx=3.6299053081791318E-9 evalInputDelta=0.02306925505399704
END: th(2333333.3333333344)=-3.924473064020276; dx=-4.905158939718061E-9 evalInputDelta=0.020838862285017967
Fitness changed from -3.903634201735258 to -3.926703456789255
Iteration 15 complete. Error: -3.926703456789255 Total: 175.9709; Orientation: 1.9658; Line Search: 139.1330
Adding measurement 76de5be to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.458e+03, gradient 7.730e-05, dot -0.341; [f62fad9b-3e2c-4fb3-adac-6035ad0624e8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.926703456789255, -2.2753272280097008, -2.0850383639335632, -2.085036166012287
LBFGS Accumulation History: 3 points
Removed measurement 76de5be to history. Total: 3
th(0)=-3.926703456789255;dx=-5.687926163788648E-9
New Minimum: -3.926703456789255 > -3.9461495466530323
END: th(5027014.276741064)=-3.9461495466530323; dx=-9.630543638897203E-10 evalInputDelta=0.01944608986377716
Fitness changed from -3.926703456789255 to -3.9461495466530323
Iteration 16 complete. Error: -3.9461495466530323 Total: 106.8997; Orientation: 1.9600; Line Search: 70.0739
Adding measurement 2ca62f90 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.354e+03, gradient 4.164e-05, dot -0.603; [f62fad9b-3e2c-4fb3-adac-6035ad0624e8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.9461495466530323, -2.2753272280097008, -2.0850383639335632, -2.085036166012287
LBFGS Accumulation History: 3 points
Removed measurement 2ca62f90 to history. Total: 3
th(0)=-3.9461495466530323;dx=-1.6513643351814176E-9
New Minimum: -3.9461495466530323 > -3.9651974383741617
END: th(1.0830373945096489E7)=-3.9651974383741617; dx=-1.27485200788398E-9 evalInputDelta=0.019047891721129417
Fitness changed from -3.9461495466530323 to -3.9651974383741617
Iteration 17 complete. Error: -3.9651974383741617 Total: 106.4098; Orientation: 1.9543; Line Search: 69.5512
Adding measurement 501abf08 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.422e+03, gradient 4.006e-05, dot -0.619; [f62fad9b-3e2c-4fb3-adac-6035ad0624e8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.9651974383741617, -2.2753272280097008, -2.0850383639335632, -2.085036166012287
LBFGS Accumulation History: 3 points
Removed measurement 501abf08 to history. Total: 3
th(0)=-3.9651974383741617;dx=-1.5377418557003935E-9
New Minimum: -3.9651974383741617 > -3.995115451514721
END: th(2.3333333333333343E7)=-3.995115451514721; dx=-5.81535180805841E-10 evalInputDelta=0.029918013140559196
Fitness changed from -3.9651974383741617 to -3.995115451514721
Iteration 18 complete. Error: -3.995115451514721 Total: 109.0977; Orientation: 1.9934; Line Search: 72.2594
Adding measurement 484feacf to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.167e+03, gradient 6.506e-05, dot -0.313; [f62fad9b-3e2c-4fb3-adac-6035ad0624e8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.995115451514721, -2.2753272280097008, -2.0850383639335632, -2.085036166012287
LBFGS Accumulation History: 3 points
Removed measurement 484feacf to history. Total: 3
th(0)=-3.995115451514721;dx=-4.009893240084242E-9
Armijo: th(5.027014276741064E7)=-3.665151482447982; dx=9.12353503964062E-9 evalInputDelta=-0.3299639690667391
Armijo: th(2.513507138370532E7)=-3.9184175692498684; dx=6.815805798611288E-9 evalInputDelta=-0.07669788226485252
New Minimum: -3.995115451514721 > -4.007869383320212
WOLF (strong): th(8378357.127901774)=-4.007869383320212; dx=1.2312558492798643E-9 evalInputDelta=0.012753931805491447
END: th(2094589.2819754435)=-4.003218779340386; dx=-2.528299800692102E-9 evalInputDelta=0.008103327825665474
Fitness changed from -3.995115451514721 to -4.007869383320212
Iteration 19 complete. Error: -4.007869383320212 Total: 213.4009; Orientation: 2.0011; Line Search: 176.4831
Adding measurement 36b490b1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.493e+03, gradient 5.992e-05, dot -0.380; [f62fad9b-3e2c-4fb3-adac-6035ad0624e8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -4.007869383320212, -2.2753272280097008, -2.0850383639335632, -2.085036166012287
LBFGS Accumulation History: 3 points
Removed measurement 36b490b1 to history. Total: 3
th(0)=-4.007869383320212;dx=-3.4653200510659887E-9
New Minimum: -4.007869383320212 > -4.019283507019281
END: th(4512655.810456871)=-4.019283507019281; dx=-1.043891963147207E-9 evalInputDelta=0.011414123699069023
Fitness changed from -4.007869383320212 to -4.019283507019281
Iteration 20 complete. Error: -4.019283507019281 Total: 106.5602; Orientation: 1.9967; Line Search: 69.6508
Final threshold in iteration 21: -4.019283507019281 (> -Infinity) after 2986.467s (< 5400.000s)
