Reset training subject: 1410636940323400
Reset training subject: 1410681009600900
Adding measurement 3186f8f5 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=5.22193156555295;dx=-7.823637132424452E-6
New Minimum: 5.22193156555295 > 5.221929153427482
WOLFE (weak): th(2.154434690031884)=5.221929153427482; dx=-7.79201922742746E-6 evalInputDelta=2.4121254682540894E-6
New Minimum: 5.221929153427482 > 5.2219270796825485
WOLFE (weak): th(4.308869380063768)=5.2219270796825485; dx=-7.791920517998829E-6 evalInputDelta=4.485870401360614E-6
New Minimum: 5.2219270796825485 > 5.2219190038740635
WOLFE (weak): th(12.926608140191302)=5.2219190038740635; dx=-7.791051730361425E-6 evalInputDelta=1.2561678886413574E-5
New Minimum: 5.2219190038740635 > 5.221881066138546
WOLFE (weak): th(51.70643256076521)=5.221881066138546; dx=-7.789863963508863E-6 evalInputDelta=5.049941440393724E-5
New Minimum: 5.221881066138546 > 5.221680807570617
WOLFE (weak): th(258.53216280382605)=5.221680807570617; dx=-7.786602251757226E-6 evalInputDelta=2.507579823332051E-4
New Minimum: 5.221680807570617 > 5.220431137830019
WOLFE (weak): th(1551.1929768229563)=5.220431137830019; dx=-7.765739073173519E-6 evalInputDelta=0.0015004277229309082
New Minimum: 5.220431137830019 > 5.211510473241408
WOLFE (weak): th(10858.350837760694)=5.211510473241408; dx=-7.568626001207364E-6 evalInputDelta=0.010421092311541535
New Minimum: 5.211510473241408 > 5.149258501827717
END: th(86866.80670208555)=5.149258501827717; dx=-5.902222792423357E-6 evalInputDelta=0.07267306372523308
Fitness changed from 5.22193156555295 to 5.149258501827717
Iteration 1 complete. Error: 5.149258501827717 Total: 536.5569; Orientation: 0.0494; Line Search: 402.6775
Iteration 1
Adding measurement 2c557eee to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=5.149258501827717;dx=-5.507951081319403E-6
New Minimum: 5.149258501827717 > 5.044271590188146
END: th(187148.86177126726)=5.044271590188146; dx=-4.017946590251052E-6 evalInputDelta=0.10498691163957119
Fitness changed from 5.149258501827717 to 5.044271590188146
Iteration 2 complete. Error: 5.044271590188146 Total: 133.9395; Orientation: 0.0499; Line Search: 89.0554
Iteration 2
Adding measurement 5ff29e8b to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=5.044271590188146;dx=-3.993036582898814E-6
New Minimum: 5.044271590188146 > 4.898826207965612
END: th(403200.00000000006)=4.898826207965612; dx=-2.7093328328875064E-6 evalInputDelta=0.14544538222253323
Fitness changed from 5.044271590188146 to 4.898826207965612
Iteration 3 complete. Error: 4.898826207965612 Total: 134.2374; Orientation: 0.0495; Line Search: 89.2555
Iteration 3
Adding measurement dd77e0d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.805e+03, gradient 1.772e-03, dot -0.916; [8a984c8a-e08a-40e2-9174-097929b30ea2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.22193156555295, 5.149258501827717, 5.044271590188146, 4.898826207965612
LBFGS Accumulation History: 3 points
Removed measurement 3186f8f5 to history. Total: 4
th(0)=4.898826207965612;dx=-3.140669680014413E-6
New Minimum: 4.898826207965612 > 4.705414013937116
END: th(868668.0670208557)=4.705414013937116; dx=-1.7685048809540676E-6 evalInputDelta=0.19341219402849674
Fitness changed from 4.898826207965612 to 4.705414013937116
Iteration 4 complete. Error: 4.705414013937116 Total: 134.4473; Orientation: 1.4404; Line Search: 89.0113
Iteration 4
Adding measurement 125124ea to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.194e+03, gradient 1.959e-03, dot -0.718; [8a984c8a-e08a-40e2-9174-097929b30ea2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.149258501827717, 5.044271590188146, 4.898826207965612, 4.705414013937116
LBFGS Accumulation History: 3 points
Removed measurement 2c557eee to history. Total: 4
th(0)=4.705414013937116;dx=-3.837556016121057E-6
New Minimum: 4.705414013937116 > 4.524737127125263
END: th(1871488.617712673)=4.524737127125263; dx=-8.53809668220319E-7 evalInputDelta=0.18067688681185246
Fitness changed from 4.705414013937116 to 4.524737127125263
Iteration 5 complete. Error: 4.524737127125263 Total: 133.6406; Orientation: 1.4292; Line Search: 87.5314
Iteration 5
Adding measurement 16361e61 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.977e+03, gradient 2.431e-03, dot -0.579; [8a984c8a-e08a-40e2-9174-097929b30ea2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.044271590188146, 4.898826207965612, 4.705414013937116, 4.524737127125263
LBFGS Accumulation History: 3 points
Removed measurement 5ff29e8b to history. Total: 4
th(0)=4.524737127125263;dx=-5.9075472603799516E-6
Armijo: th(4032000.0000000014)=4.605833368996779; dx=-5.6679476787033964E-8 evalInputDelta=-0.0810962418715162
New Minimum: 4.524737127125263 > 4.4220165722072124
END: th(2016000.0000000007)=4.4220165722072124; dx=-4.402724840034312E-7 evalInputDelta=0.10272055491805077
Fitness changed from 4.524737127125263 to 4.4220165722072124
Iteration 6 complete. Error: 4.4220165722072124 Total: 179.4822; Orientation: 1.4730; Line Search: 133.6147
Adding measurement 47994b51 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.432e+03, gradient 2.461e-03, dot -0.620; [8a984c8a-e08a-40e2-9174-097929b30ea2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.898826207965612, 4.705414013937116, 4.524737127125263, 4.4220165722072124
LBFGS Accumulation History: 3 points
Removed measurement dd77e0d to history. Total: 4
th(0)=4.4220165722072124;dx=-6.05738352755472E-6
Armijo: th(4343340.335104279)=4.692018301536639; dx=3.0715736248267936E-7 evalInputDelta=-0.2700017293294268
New Minimum: 4.4220165722072124 > 4.371329414347808
WOLF (strong): th(2171670.1675521396)=4.371329414347808; dx=4.3910351666671194E-8 evalInputDelta=0.050687157859404586
New Minimum: 4.371329414347808 > 4.255156816293796
END: th(723890.0558507132)=4.255156816293796; dx=-9.290995770367857E-7 evalInputDelta=0.16685975591341684
Fitness changed from 4.4220165722072124 to 4.255156816293796
Iteration 7 complete. Error: 4.255156816293796 Total: 223.7618; Orientation: 1.4575; Line Search: 177.3406
Adding measurement 1c14d24d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.405e+03, gradient 1.798e-03, dot -0.673; [8a984c8a-e08a-40e2-9174-097929b30ea2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.705414013937116, 4.524737127125263, 4.4220165722072124, 4.255156816293796
LBFGS Accumulation History: 3 points
Removed measurement 125124ea to history. Total: 4
th(0)=4.255156816293796;dx=-3.2344977495341046E-6
New Minimum: 4.255156816293796 > 4.16699614127477
END: th(1559573.8480938943)=4.16699614127477; dx=-2.2667555991625433E-7 evalInputDelta=0.0881606750190258
Fitness changed from 4.255156816293796 to 4.16699614127477
Iteration 8 complete. Error: 4.16699614127477 Total: 136.2001; Orientation: 1.4845; Line Search: 90.1070
Adding measurement 7e7391e8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.910e+03, gradient 2.326e-03, dot -0.577; [8a984c8a-e08a-40e2-9174-097929b30ea2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.524737127125263, 4.4220165722072124, 4.255156816293796, 4.16699614127477
LBFGS Accumulation History: 3 points
Removed measurement 16361e61 to history. Total: 4
th(0)=4.16699614127477;dx=-5.410426652385989E-6
Armijo: th(3360000.0000000014)=4.515591920663913; dx=7.183409708602823E-7 evalInputDelta=-0.348595779389143
New Minimum: 4.16699614127477 > 4.163193588455518
WOLF (strong): th(1680000.0000000007)=4.163193588455518; dx=7.469323981011636E-7 evalInputDelta=0.003802552819252014
New Minimum: 4.163193588455518 > 4.017622098326683
END: th(560000.0000000002)=4.017622098326683; dx=-7.686559793472053E-7 evalInputDelta=0.14937404294808676
Fitness changed from 4.16699614127477 to 4.017622098326683
Iteration 9 complete. Error: 4.017622098326683 Total: 225.3728; Orientation: 1.4454; Line Search: 179.0765
Adding measurement 5703c1fb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.683e+03, gradient 1.440e-03, dot -0.714; [8a984c8a-e08a-40e2-9174-097929b30ea2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.4220165722072124, 4.255156816293796, 4.16699614127477, 4.017622098326683
LBFGS Accumulation History: 3 points
Removed measurement 47994b51 to history. Total: 4
th(0)=4.017622098326683;dx=-2.07436167404169E-6
New Minimum: 4.017622098326683 > 3.9088308264811835
END: th(1206483.4264178555)=3.9088308264811835; dx=-5.363848363330547E-7 evalInputDelta=0.10879127184549953
Fitness changed from 4.017622098326683 to 3.9088308264811835
Iteration 10 complete. Error: 3.9088308264811835 Total: 134.7239; Orientation: 1.4263; Line Search: 88.1002
Iteration 10
Adding measurement 271a140c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.868e+03, gradient 1.410e-03, dot -0.679; [8a984c8a-e08a-40e2-9174-097929b30ea2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.255156816293796, 4.16699614127477, 4.017622098326683, 3.9088308264811835
LBFGS Accumulation History: 3 points
Removed measurement 1c14d24d to history. Total: 4
th(0)=3.9088308264811835;dx=-1.9870125665406656E-6
Armijo: th(2599289.7468231576)=3.931155958523353; dx=1.9315692770524682E-7 evalInputDelta=-0.02232513204216957
New Minimum: 3.9088308264811835 > 3.828868014117082
END: th(1299644.8734115788)=3.828868014117082; dx=-1.3287980355984485E-7 evalInputDelta=0.07996281236410141
Fitness changed from 3.9088308264811835 to 3.828868014117082
Iteration 11 complete. Error: 3.828868014117082 Total: 178.8033; Orientation: 1.4319; Line Search: 132.5485
Adding measurement 3d1b43d8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.761e+03, gradient 1.768e-03, dot -0.564; [8a984c8a-e08a-40e2-9174-097929b30ea2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.16699614127477, 4.017622098326683, 3.9088308264811835, 3.828868014117082
LBFGS Accumulation History: 3 points
Removed measurement 7e7391e8 to history. Total: 4
th(0)=3.828868014117082;dx=-3.124123940871033E-6
Armijo: th(2800000.000000002)=3.8954350848992667; dx=2.7523388592027067E-7 evalInputDelta=-0.0665670707821846
New Minimum: 3.828868014117082 > 3.771734313418468
WOLF (strong): th(1400000.000000001)=3.771734313418468; dx=5.6582129273449765E-8 evalInputDelta=0.05713370069861412
New Minimum: 3.771734313418468 > 3.7525494061410427
END: th(466666.666666667)=3.7525494061410427; dx=-6.821680968467469E-7 evalInputDelta=0.0763186079760394
Fitness changed from 3.828868014117082 to 3.7525494061410427
Iteration 12 complete. Error: 3.7525494061410427 Total: 225.0603; Orientation: 1.4418; Line Search: 178.9240
Adding measurement 758ebec4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.375e+03, gradient 1.336e-03, dot -0.655; [8a984c8a-e08a-40e2-9174-097929b30ea2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.017622098326683, 3.9088308264811835, 3.828868014117082, 3.7525494061410427
LBFGS Accumulation History: 3 points
Removed measurement 5703c1fb to history. Total: 4
th(0)=3.7525494061410427;dx=-1.7857811344582633E-6
New Minimum: 3.7525494061410427 > 3.706879358738661
END: th(1005402.8553482131)=3.706879358738661; dx=-2.788078550921332E-7 evalInputDelta=0.0456700474023819
Fitness changed from 3.7525494061410427 to 3.706879358738661
Iteration 13 complete. Error: 3.706879358738661 Total: 132.6997; Orientation: 1.4716; Line Search: 88.1473
Adding measurement 3c2188f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.224e+03, gradient 1.523e-03, dot -0.602; [8a984c8a-e08a-40e2-9174-097929b30ea2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.9088308264811835, 3.828868014117082, 3.7525494061410427, 3.706879358738661
LBFGS Accumulation History: 3 points
Removed measurement 271a140c to history. Total: 4
th(0)=3.706879358738661;dx=-2.3191630794148807E-6
Armijo: th(2166074.7890192983)=3.736027074356874; dx=1.1070739070717993E-7 evalInputDelta=-0.029147715618213166
New Minimum: 3.706879358738661 > 3.669277511537075
WOLF (strong): th(1083037.3945096491)=3.669277511537075; dx=6.821697016964717E-8 evalInputDelta=0.03760184720158577
New Minimum: 3.669277511537075 > 3.654018063098192
END: th(361012.4648365497)=3.654018063098192; dx=-5.944614730806321E-7 evalInputDelta=0.0528612956404686
Fitness changed from 3.706879358738661 to 3.654018063098192
Iteration 14 complete. Error: 3.654018063098192 Total: 220.8686; Orientation: 1.4845; Line Search: 175.4230
Adding measurement 3538a129 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.358e+03, gradient 9.729e-04, dot -0.775; [8a984c8a-e08a-40e2-9174-097929b30ea2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.828868014117082, 3.7525494061410427, 3.706879358738661, 3.654018063098192
LBFGS Accumulation History: 3 points
Removed measurement 3d1b43d8 to history. Total: 4
th(0)=3.654018063098192;dx=-9.464941469282968E-7
New Minimum: 3.654018063098192 > 3.602583587169647
END: th(777777.7777777783)=3.602583587169647; dx=-5.518988111216112E-7 evalInputDelta=0.051434475928545
Fitness changed from 3.654018063098192 to 3.602583587169647
Iteration 15 complete. Error: 3.602583587169647 Total: 133.7331; Orientation: 1.4709; Line Search: 89.2958
Iteration 15
Adding measurement 7a364e1c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.388e+03, gradient 1.105e-03, dot -0.715; [8a984c8a-e08a-40e2-9174-097929b30ea2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.7525494061410427, 3.706879358738661, 3.654018063098192, 3.602583587169647
LBFGS Accumulation History: 3 points
Removed measurement 758ebec4 to history. Total: 4
th(0)=3.602583587169647;dx=-1.2200095656677157E-6
New Minimum: 3.602583587169647 > 3.5669235065579414
END: th(1675671.4255803553)=3.5669235065579414; dx=-1.9280543557667178E-7 evalInputDelta=0.03566008061170578
Fitness changed from 3.602583587169647 to 3.5669235065579414
Iteration 16 complete. Error: 3.5669235065579414 Total: 136.4515; Orientation: 1.4701; Line Search: 90.1407
Adding measurement 4270705f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.248e+03, gradient 1.555e-03, dot -0.527; [8a984c8a-e08a-40e2-9174-097929b30ea2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.706879358738661, 3.654018063098192, 3.602583587169647, 3.5669235065579414
LBFGS Accumulation History: 3 points
Removed measurement 3c2188f to history. Total: 4
th(0)=3.5669235065579414;dx=-2.4179572186464013E-6
Armijo: th(3610124.6483654976)=3.7811944161852202; dx=3.822014017043212E-7 evalInputDelta=-0.2142709096272788
Armijo: th(1805062.3241827488)=3.595960962275664; dx=4.0297471249339024E-7 evalInputDelta=-0.029037455717722427
New Minimum: 3.5669235065579414 > 3.5016231536865234
END: th(601687.4413942496)=3.5016231536865234; dx=-1.9666115616890853E-7 evalInputDelta=0.065300352871418
Fitness changed from 3.5669235065579414 to 3.5016231536865234
Iteration 17 complete. Error: 3.5016231536865234 Total: 223.3952; Orientation: 1.4265; Line Search: 177.3584
Adding measurement 5186c801 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.257e+03, gradient 1.223e-03, dot -0.576; [8a984c8a-e08a-40e2-9174-097929b30ea2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.654018063098192, 3.602583587169647, 3.5669235065579414, 3.5016231536865234
LBFGS Accumulation History: 3 points
Removed measurement 3538a129 to history. Total: 4
th(0)=3.5016231536865234;dx=-1.4961596718977936E-6
New Minimum: 3.5016231536865234 > 3.4728675012787185
WOLF (strong): th(1296296.2962962973)=3.4728675012787185; dx=2.2126780073656013E-8 evalInputDelta=0.028755652407804977
New Minimum: 3.4728675012787185 > 3.4606895868976912
END: th(648148.1481481487)=3.4606895868976912; dx=-3.079085231926225E-7 evalInputDelta=0.0409335667888322
Fitness changed from 3.5016231536865234 to 3.4606895868976912
Iteration 18 complete. Error: 3.4606895868976912 Total: 178.7497; Orientation: 1.4530; Line Search: 131.9508
Adding measurement 73818435 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.017e+03, gradient 1.075e-03, dot -0.654; [8a984c8a-e08a-40e2-9174-097929b30ea2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.602583587169647, 3.5669235065579414, 3.5016231536865234, 3.4606895868976912
LBFGS Accumulation History: 3 points
Removed measurement 7a364e1c to history. Total: 4
th(0)=3.4606895868976912;dx=-1.1554217496743568E-6
New Minimum: 3.4606895868976912 > 3.448820816973845
WOLF (strong): th(1396392.8546502963)=3.448820816973845; dx=1.9906466284685857E-7 evalInputDelta=0.011868769923846223
New Minimum: 3.448820816973845 > 3.422746824721495
END: th(698196.4273251481)=3.422746824721495; dx=-2.3801750086308927E-7 evalInputDelta=0.037942762176196076
Fitness changed from 3.4606895868976912 to 3.422746824721495
Iteration 19 complete. Error: 3.422746824721495 Total: 178.9214; Orientation: 1.4772; Line Search: 133.3716
Adding measurement 48126a17 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.548e+03, gradient 1.396e-03, dot -0.560; [8a984c8a-e08a-40e2-9174-097929b30ea2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.5669235065579414, 3.5016231536865234, 3.4606895868976912, 3.422746824721495
LBFGS Accumulation History: 3 points
Removed measurement 4270705f to history. Total: 4
th(0)=3.422746824721495;dx=-1.9497268152281404E-6
Armijo: th(1504218.6034856243)=3.42636601626873; dx=1.3894355198369244E-7 evalInputDelta=-0.003619191547235001
New Minimum: 3.422746824721495 > 3.3964931021134057
END: th(752109.3017428122)=3.3964931021134057; dx=-9.539557553194034E-8 evalInputDelta=0.026253722608089447
Fitness changed from 3.422746824721495 to 3.3964931021134057
Iteration 20 complete. Error: 3.3964931021134057 Total: 178.2978; Orientation: 1.4681; Line Search: 133.6341
Iteration 20
Final threshold in iteration 20: 3.3964931021134057 (> -Infinity) after 3759.387s (< 3600.000s)