Reset training subject: 920986505123500
Reset training subject: 920989655884300
Adding measurement 17e11783 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=1.439131811261177;dx=-3.0381445646717703E-7
New Minimum: 1.439131811261177 > 1.4391316920518875
WOLFE (weak): th(2.154434690031884)=1.4391316920518875; dx=-3.0381444944575555E-7 evalInputDelta=1.1920928955078125E-7
New Minimum: 1.4391316920518875 > 1.439131185412407
WOLFE (weak): th(4.308869380063768)=1.439131185412407; dx=-3.0381432800072236E-7 evalInputDelta=6.258487701416016E-7
New Minimum: 1.439131185412407 > 1.4391289874911308
WOLFE (weak): th(12.926608140191302)=1.4391289874911308; dx=-3.0381563045127926E-7 evalInputDelta=2.823770046234131E-6
New Minimum: 1.4391289874911308 > 1.439119592308998
WOLFE (weak): th(51.70643256076521)=1.439119592308998; dx=-3.038267966831627E-7 evalInputDelta=1.2218952178955078E-5
New Minimum: 1.439119592308998 > 1.4390705898404121
WOLFE (weak): th(258.53216280382605)=1.4390705898404121; dx=-3.037914823532227E-7 evalInputDelta=6.12214207649231E-5
New Minimum: 1.4390705898404121 > 1.4387643486261368
WOLFE (weak): th(1551.1929768229563)=1.4387643486261368; dx=-3.035679473318348E-7 evalInputDelta=3.674626350402832E-4
New Minimum: 1.4387643486261368 > 1.4365623518824577
WOLFE (weak): th(10858.350837760694)=1.4365623518824577; dx=-3.0264985236238644E-7 evalInputDelta=0.00256945937871933
New Minimum: 1.4365623518824577 > 1.4189695566892624
WOLFE (weak): th(86866.80670208555)=1.4189695566892624; dx=-2.8989706499258265E-7 evalInputDelta=0.020162254571914673
New Minimum: 1.4189695566892624 > 1.286973349750042
END: th(781801.26031877)=1.286973349750042; dx=-1.9510994685283072E-7 evalInputDelta=0.1521584615111351
Fitness changed from 1.439131811261177 to 1.286973349750042
Iteration 1 complete. Error: 1.286973349750042 Total: 41.3411; Orientation: 0.0611; Line Search: 32.2300
Iteration 1
Adding measurement 392e6e64 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=1.286973349750042;dx=-2.365764261557374E-7
New Minimum: 1.286973349750042 > 1.0648269429802895
END: th(1684339.7559414052)=1.0648269429802895; dx=-1.029830967851729E-7 evalInputDelta=0.2221464067697525
Fitness changed from 1.286973349750042 to 1.0648269429802895
Iteration 2 complete. Error: 1.0648269429802895 Total: 9.3894; Orientation: 0.0625; Line Search: 6.3566
Iteration 2
Adding measurement 4d28da3d to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=1.0648269429802895;dx=-1.7026594413976002E-7
New Minimum: 1.0648269429802895 > 0.847310334444046
END: th(3628800.0)=0.847310334444046; dx=-3.306260838347477E-8 evalInputDelta=0.21751660853624344
Fitness changed from 1.0648269429802895 to 0.847310334444046
Iteration 3 complete. Error: 0.847310334444046 Total: 9.6362; Orientation: 0.0566; Line Search: 6.2468
Iteration 3
Adding measurement 30d96e6b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.615e+03, gradient 3.500e-04, dot -0.749; [c935fae6-a26e-4b54-82ed-87ca4b6a39c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.439131811261177, 1.286973349750042, 1.0648269429802895, 0.847310334444046
LBFGS Accumulation History: 3 points
Removed measurement 17e11783 to history. Total: 4
th(0)=0.847310334444046;dx=-1.2247111927620685E-7
New Minimum: 0.847310334444046 > 0.6821171343326569
END: th(7818012.6031877)=0.6821171343326569; dx=-3.0211634678628456E-9 evalInputDelta=0.16519320011138916
Fitness changed from 0.847310334444046 to 0.6821171343326569
Iteration 4 complete. Error: 0.6821171343326569 Total: 11.0037; Orientation: 1.7483; Line Search: 6.2419
Iteration 4
Adding measurement 461792f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.018e+03, gradient 3.214e-04, dot -0.727; [c935fae6-a26e-4b54-82ed-87ca4b6a39c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.286973349750042, 1.0648269429802895, 0.847310334444046, 0.6821171343326569
LBFGS Accumulation History: 3 points
Removed measurement 392e6e64 to history. Total: 4
th(0)=0.6821171343326569;dx=-1.0330680946880551E-7
New Minimum: 0.6821171343326569 > 0.5870015323162079
WOLF (strong): th(1.684339755941405E7)=0.5870015323162079; dx=6.430187138256991E-9 evalInputDelta=0.09511560201644897
New Minimum: 0.5870015323162079 > 0.5016252994537354
END: th(8421698.779707026)=0.5016252994537354; dx=-1.5039146727183967E-9 evalInputDelta=0.1804918348789215
Fitness changed from 0.6821171343326569 to 0.5016252994537354
Iteration 5 complete. Error: 0.5016252994537354 Total: 14.7833; Orientation: 1.7416; Line Search: 10.1191
Iteration 5
Adding measurement 585d5b1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.755e+03, gradient 2.311e-04, dot -0.795; [c935fae6-a26e-4b54-82ed-87ca4b6a39c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.0648269429802895, 0.847310334444046, 0.6821171343326569, 0.5016252994537354
LBFGS Accumulation History: 3 points
Removed measurement 4d28da3d to history. Total: 4
th(0)=0.5016252994537354;dx=-5.341787360501912E-8
New Minimum: 0.5016252994537354 > 0.40676242113113403
WOLF (strong): th(1.8144E7)=0.40676242113113403; dx=5.691644719945793E-9 evalInputDelta=0.09486287832260132
New Minimum: 0.40676242113113403 > 0.3499099314212799
END: th(9072000.0)=0.3499099314212799; dx=-3.988212384204048E-9 evalInputDelta=0.15171536803245544
Fitness changed from 0.5016252994537354 to 0.3499099314212799
Iteration 6 complete. Error: 0.3499099314212799 Total: 14.5319; Orientation: 1.8512; Line Search: 9.6377
Adding measurement 744c2986 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.620e+03, gradient 1.718e-04, dot -0.782; [c935fae6-a26e-4b54-82ed-87ca4b6a39c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.847310334444046, 0.6821171343326569, 0.5016252994537354, 0.3499099314212799
LBFGS Accumulation History: 3 points
Removed measurement 30d96e6b to history. Total: 4
th(0)=0.3499099314212799;dx=-2.9521601428965235E-8
New Minimum: 0.3499099314212799 > 0.2938632518053055
WOLF (strong): th(1.954503150796925E7)=0.2938632518053055; dx=3.621545866249299E-9 evalInputDelta=0.056046679615974426
New Minimum: 0.2938632518053055 > 0.2536236494779587
END: th(9772515.753984625)=0.2536236494779587; dx=-2.0784098002569335E-9 evalInputDelta=0.09628628194332123
Fitness changed from 0.3499099314212799 to 0.2536236494779587
Iteration 7 complete. Error: 0.2536236494779587 Total: 14.8141; Orientation: 1.7623; Line Search: 10.0740
Adding measurement 4bd33787 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.475e+03, gradient 1.475e-04, dot -0.730; [c935fae6-a26e-4b54-82ed-87ca4b6a39c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.6821171343326569, 0.5016252994537354, 0.3499099314212799, 0.2536236494779587
LBFGS Accumulation History: 3 points
Removed measurement 461792f to history. Total: 4
th(0)=0.2536236494779587;dx=-2.1770421127105153E-8
Armijo: th(2.1054246949267566E7)=0.27704276144504547; dx=6.678571292427031E-9 evalInputDelta=-0.023419111967086792
New Minimum: 0.2536236494779587 > 0.202090784907341
WOLF (strong): th(1.0527123474633783E7)=0.202090784907341; dx=2.6887463149967315E-9 evalInputDelta=0.051532864570617676
END: th(3509041.158211261)=0.205826997756958; dx=-9.103204197117437E-9 evalInputDelta=0.04779665172100067
Fitness changed from 0.2536236494779587 to 0.202090784907341
Iteration 8 complete. Error: 0.202090784907341 Total: 16.9855; Orientation: 1.7409; Line Search: 12.3020
Adding measurement 6b544fbf to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.267e+03, gradient 1.689e-04, dot -0.639; [c935fae6-a26e-4b54-82ed-87ca4b6a39c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.5016252994537354, 0.3499099314212799, 0.2536236494779587, 0.202090784907341
LBFGS Accumulation History: 3 points
Removed measurement 585d5b1 to history. Total: 4
th(0)=0.202090784907341;dx=-2.85151257643201E-8
New Minimum: 0.202090784907341 > 0.1559346616268158
WOLF (strong): th(7560000.000000001)=0.1559346616268158; dx=5.448394866730927E-9 evalInputDelta=0.04615612328052521
New Minimum: 0.1559346616268158 > 0.14890530705451965
END: th(3780000.0000000005)=0.14890530705451965; dx=-5.073523299054739E-9 evalInputDelta=0.05318547785282135
Fitness changed from 0.202090784907341 to 0.14890530705451965
Iteration 9 complete. Error: 0.14890530705451965 Total: 14.9048; Orientation: 1.7406; Line Search: 10.2131
Adding measurement 7426b162 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.565e+02, gradient 9.199e-05, dot -0.765; [c935fae6-a26e-4b54-82ed-87ca4b6a39c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.3499099314212799, 0.2536236494779587, 0.202090784907341, 0.14890530705451965
LBFGS Accumulation History: 3 points
Removed measurement 744c2986 to history. Total: 4
th(0)=0.14890530705451965;dx=-8.462703079045248E-9
New Minimum: 0.14890530705451965 > 0.11370128393173218
END: th(8143763.128320522)=0.11370128393173218; dx=-2.8849060393579406E-9 evalInputDelta=0.035204023122787476
Fitness changed from 0.14890530705451965 to 0.11370128393173218
Iteration 10 complete. Error: 0.11370128393173218 Total: 11.5322; Orientation: 1.7244; Line Search: 6.6570
Iteration 10
Adding measurement 1617b329 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.476e+03, gradient 8.976e-05, dot -0.715; [c935fae6-a26e-4b54-82ed-87ca4b6a39c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.2536236494779587, 0.202090784907341, 0.14890530705451965, 0.11370128393173218
LBFGS Accumulation History: 3 points
Removed measurement 4bd33787 to history. Total: 4
th(0)=0.11370128393173218;dx=-8.056551464706569E-9
Armijo: th(1.754520579105631E7)=0.11598464846611023; dx=3.0738063208721175E-9 evalInputDelta=-0.0022833645343780518
New Minimum: 0.11370128393173218 > 0.09268498420715332
WOLF (strong): th(8772602.895528154)=0.09268498420715332; dx=2.6964931950023114E-10 evalInputDelta=0.021016299724578857
END: th(2924200.9651760515)=0.09850943088531494; dx=-4.3332846066355084E-9 evalInputDelta=0.015191853046417236
Fitness changed from 0.11370128393173218 to 0.09268498420715332
Iteration 11 complete. Error: 0.09268498420715332 Total: 19.1533; Orientation: 1.8106; Line Search: 14.0719
Adding measurement 13f746e8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.309e+03, gradient 1.073e-04, dot -0.588; [c935fae6-a26e-4b54-82ed-87ca4b6a39c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.202090784907341, 0.14890530705451965, 0.11370128393173218, 0.09268498420715332
LBFGS Accumulation History: 3 points
Removed measurement 6b544fbf to history. Total: 4
th(0)=0.09268498420715332;dx=-1.1503822337148697E-8
New Minimum: 0.09268498420715332 > 0.07267904281616211
WOLF (strong): th(6300000.000000002)=0.07267904281616211; dx=2.528529780952315E-9 evalInputDelta=0.02000594139099121
New Minimum: 0.07267904281616211 > 0.07192167639732361
END: th(3150000.000000001)=0.07192167639732361; dx=-3.5471885323816882E-9 evalInputDelta=0.020763307809829712
Fitness changed from 0.09268498420715332 to 0.07192167639732361
Iteration 12 complete. Error: 0.07192167639732361 Total: 14.7734; Orientation: 1.7819; Line Search: 9.8359
Adding measurement 72ad232e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.335e+03, gradient 6.352e-05, dot -0.831; [c935fae6-a26e-4b54-82ed-87ca4b6a39c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.14890530705451965, 0.11370128393173218, 0.09268498420715332, 0.07192167639732361
LBFGS Accumulation History: 3 points
Removed measurement 7426b162 to history. Total: 4
th(0)=0.07192167639732361;dx=-4.034955578684822E-9
New Minimum: 0.07192167639732361 > 0.05448263883590698
END: th(6786469.273600436)=0.05448263883590698; dx=-2.587827638080845E-9 evalInputDelta=0.017439037561416626
Fitness changed from 0.07192167639732361 to 0.05448263883590698
Iteration 13 complete. Error: 0.05448263883590698 Total: 11.4598; Orientation: 1.7630; Line Search: 6.5633
Adding measurement 5c080266 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.157e+03, gradient 6.074e-05, dot -0.853; [c935fae6-a26e-4b54-82ed-87ca4b6a39c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.11370128393173218, 0.09268498420715332, 0.07192167639732361, 0.05448263883590698
LBFGS Accumulation History: 3 points
Removed measurement 1617b329 to history. Total: 4
th(0)=0.05448263883590698;dx=-3.6899104966079555E-9
New Minimum: 0.05448263883590698 > 0.035633206367492676
END: th(1.462100482588026E7)=0.035633206367492676; dx=-5.422674736134608E-10 evalInputDelta=0.018849432468414307
Fitness changed from 0.05448263883590698 to 0.035633206367492676
Iteration 14 complete. Error: 0.035633206367492676 Total: 12.1608; Orientation: 2.1365; Line Search: 6.8624
Adding measurement 32c6ffba to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.919e+03, gradient 9.779e-05, dot -0.497; [c935fae6-a26e-4b54-82ed-87ca4b6a39c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.09268498420715332, 0.07192167639732361, 0.05448263883590698, 0.035633206367492676
LBFGS Accumulation History: 3 points
Removed measurement 13f746e8 to history. Total: 4
th(0)=0.035633206367492676;dx=-9.56362712019709E-9
Armijo: th(3.1500000000000015E7)=0.2706812769174576; dx=8.753643539816068E-9 evalInputDelta=-0.2350480705499649
Armijo: th(1.5750000000000007E7)=0.10928228497505188; dx=1.032374722297794E-8 evalInputDelta=-0.0736490786075592
New Minimum: 0.035633206367492676 > 0.022318005561828613
WOLF (strong): th(5250000.000000003)=0.022318005561828613; dx=2.406692574765279E-9 evalInputDelta=0.013315200805664062
END: th(1312500.0000000007)=0.026348143815994263; dx=-6.093316754257272E-9 evalInputDelta=0.009285062551498413
Fitness changed from 0.035633206367492676 to 0.022318005561828613
Iteration 15 complete. Error: 0.022318005561828613 Total: 21.7209; Orientation: 1.7783; Line Search: 16.6716
Iteration 15
Final threshold in iteration 16: 0.022318005561828613 (> -Infinity) after 238.235s (< 1800.000s)