Reset training subject: 545164244137299
Reset training subject: 545198721232100
Adding measurement 33497cbb to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=-1.409881554543972;dx=-7.684845527668694E-8
New Minimum: -1.409881554543972 > -1.4098815992474556
WOLFE (weak): th(2.154434690031884)=-1.4098815992474556; dx=-7.463227611121022E-8 evalInputDelta=4.470348358154297E-8
New Minimum: -1.4098815992474556 > -1.4098819494247437
WOLFE (weak): th(4.308869380063768)=-1.4098819494247437; dx=-7.570407571281161E-8 evalInputDelta=3.948807716369629E-7
New Minimum: -1.4098819494247437 > -1.4098836332559586
WOLFE (weak): th(12.926608140191302)=-1.4098836332559586; dx=-7.355600943035597E-8 evalInputDelta=2.078711986541748E-6
New Minimum: -1.4098836332559586 > -1.4098897352814674
WOLFE (weak): th(51.70643256076521)=-1.4098897352814674; dx=-7.559812108164601E-8 evalInputDelta=8.180737495422363E-6
New Minimum: -1.4098897352814674 > -1.4099227711558342
WOLFE (weak): th(258.53216280382605)=-1.4099227711558342; dx=-7.451898196763873E-8 evalInputDelta=4.121661186218262E-5
New Minimum: -1.4099227711558342 > -1.4101296588778496
END: th(1551.1929768229563)=-1.4101296588778496; dx=-6.283515239286107E-8 evalInputDelta=2.481043338775635E-4
Fitness changed from -1.409881554543972 to -1.4101296588778496
Iteration 1 complete. Error: -1.4101296588778496 Total: 340.3837; Orientation: 0.0470; Line Search: 238.6209
Adding measurement 61aab1c0 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-1.4101296588778496;dx=-7.719224013531202E-8
New Minimum: -1.4101296588778496 > -1.4106639549136162
WOLFE (weak): th(3341.943960201201)=-1.4106639549136162; dx=-7.455253804627199E-8 evalInputDelta=5.342960357666016E-4
New Minimum: -1.4106639549136162 > -1.4111976251006126
WOLFE (weak): th(6683.887920402402)=-1.4111976251006126; dx=-7.518902484667363E-8 evalInputDelta=0.0010679662227630615
New Minimum: -1.4111976251006126 > -1.4133320152759552
WOLFE (weak): th(20051.663761207208)=-1.4133320152759552; dx=-7.535274682947998E-8 evalInputDelta=0.0032023563981056213
New Minimum: -1.4133320152759552 > -1.4229162782430649
WOLFE (weak): th(80206.65504482883)=-1.4229162782430649; dx=-7.44876683036407E-8 evalInputDelta=0.012786619365215302
New Minimum: -1.4229162782430649 > -1.4733859822154045
WOLFE (weak): th(401033.27522414416)=-1.4733859822154045; dx=-7.508475874830523E-8 evalInputDelta=0.06325632333755493
New Minimum: -1.4733859822154045 > -1.7501033395528793
END: th(2406199.651344865)=-1.7501033395528793; dx=-5.679406111059783E-8 evalInputDelta=0.33997368067502975
Fitness changed from -1.4101296588778496 to -1.7501033395528793
Iteration 2 complete. Error: -1.7501033395528793 Total: 274.4234; Orientation: 0.0465; Line Search: 240.7944
Adding measurement 56d933a8 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-1.7501033395528793;dx=-5.7380709731571205E-8
New Minimum: -1.7501033395528793 > -2.229324594140053
END: th(5184000.000000001)=-2.229324594140053; dx=-2.7656807124509855E-8 evalInputDelta=0.47922125458717346
Fitness changed from -1.7501033395528793 to -2.229324594140053
Iteration 3 complete. Error: -2.229324594140053 Total: 102.4063; Orientation: 0.0460; Line Search: 68.7775
Adding measurement 36aef508 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.597e+03, gradient 1.917e-04, dot -0.698; [7452a86a-6d2a-426a-8595-9b781eeacc67 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.229324594140053, -1.7501033395528793, -1.4101296588778496, -1.409881554543972
LBFGS Accumulation History: 3 points
Removed measurement 36aef508 to history. Total: 3
th(0)=-2.229324594140053;dx=-3.535155587150481E-8
New Minimum: -2.229324594140053 > -2.723187707364559
END: th(1.1168589433125287E7)=-2.723187707364559; dx=-1.265009748015809E-8 evalInputDelta=0.4938631132245064
Fitness changed from -2.229324594140053 to -2.723187707364559
Iteration 4 complete. Error: -2.723187707364559 Total: 105.6056; Orientation: 0.7215; Line Search: 70.3713
Adding measurement 476651b9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.617e+03, gradient 1.320e-04, dot -0.513; [7452a86a-6d2a-426a-8595-9b781eeacc67 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.723187707364559, -1.7501033395528793, -1.4101296588778496, -1.409881554543972
LBFGS Accumulation History: 3 points
Removed measurement 476651b9 to history. Total: 3
th(0)=-2.723187707364559;dx=-1.5394469956773338E-8
New Minimum: -2.723187707364559 > -3.134308520704508
END: th(2.4061996513448652E7)=-3.134308520704508; dx=-2.9342164559730765E-9 evalInputDelta=0.41112081333994865
Fitness changed from -2.723187707364559 to -3.134308520704508
Iteration 5 complete. Error: -3.134308520704508 Total: 102.5769; Orientation: 0.6784; Line Search: 67.6209
Adding measurement 155c88b6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.262e+03, gradient 1.018e-04, dot -0.316; [7452a86a-6d2a-426a-8595-9b781eeacc67 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.134308520704508, -1.7501033395528793, -1.4101296588778496, -1.409881554543972
LBFGS Accumulation History: 3 points
Removed measurement 155c88b6 to history. Total: 3
th(0)=-3.134308520704508;dx=-9.938546894100182E-9
New Minimum: -3.134308520704508 > -3.266386829316616
WOLF (strong): th(5.1840000000000015E7)=-3.266386829316616; dx=1.0472993711742199E-9 evalInputDelta=0.13207830861210823
New Minimum: -3.266386829316616 > -3.333198919892311
END: th(2.5920000000000007E7)=-3.333198919892311; dx=-9.288546941391119E-10 evalInputDelta=0.19889039918780327
Fitness changed from -3.134308520704508 to -3.333198919892311
Iteration 6 complete. Error: -3.333198919892311 Total: 139.3818; Orientation: 0.6832; Line Search: 103.6211
Adding measurement 7d821899 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.058e+03, gradient 8.592e-05, dot -0.274; [7452a86a-6d2a-426a-8595-9b781eeacc67 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.333198919892311, -1.7501033395528793, -1.4101296588778496, -1.409881554543972
LBFGS Accumulation History: 3 points
Removed measurement 7d821899 to history. Total: 3
th(0)=-3.333198919892311;dx=-7.227739599006882E-9
New Minimum: -3.333198919892311 > -3.3440963961184025
WOLF (strong): th(5.5842947165626444E7)=-3.3440963961184025; dx=2.7893949814927383E-9 evalInputDelta=0.010897476226091385
New Minimum: -3.3440963961184025 > -3.48595018312335
WOLF (strong): th(2.7921473582813222E7)=-3.48595018312335; dx=3.9767996122705776E-10 evalInputDelta=0.15275126323103905
END: th(9307157.86093774)=-3.4306096769869328; dx=-3.676596954989139E-9 evalInputDelta=0.09741075709462166
Fitness changed from -3.333198919892311 to -3.48595018312335
Iteration 7 complete. Error: -3.48595018312335 Total: 169.7919; Orientation: 0.6720; Line Search: 134.8179
Adding measurement 65f9b427 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.376e+03, gradient 8.563e-05, dot -0.284; [7452a86a-6d2a-426a-8595-9b781eeacc67 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.48595018312335, -1.7501033395528793, -1.4101296588778496, -1.409881554543972
LBFGS Accumulation History: 3 points
Removed measurement 65f9b427 to history. Total: 3
th(0)=-3.48595018312335;dx=-7.3017349501131415E-9
New Minimum: -3.48595018312335 > -3.558319728821516
WOLF (strong): th(2.005166376120721E7)=-3.558319728821516; dx=1.4854852533509146E-9 evalInputDelta=0.0723695456981659
New Minimum: -3.558319728821516 > -3.5638572610914707
END: th(1.0025831880603606E7)=-3.5638572610914707; dx=-1.4485829364686554E-9 evalInputDelta=0.07790707796812057
Fitness changed from -3.48595018312335 to -3.5638572610914707
Iteration 8 complete. Error: -3.5638572610914707 Total: 137.5570; Orientation: 0.6857; Line Search: 101.9141
Adding measurement 6d7735f2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.278e+03, gradient 5.169e-05, dot -0.437; [7452a86a-6d2a-426a-8595-9b781eeacc67 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.5638572610914707, -1.7501033395528793, -1.4101296588778496, -1.409881554543972
LBFGS Accumulation History: 3 points
Removed measurement 6d7735f2 to history. Total: 3
th(0)=-3.5638572610914707;dx=-2.5762100892879153E-9
New Minimum: -3.5638572610914707 > -3.6396167650818825
END: th(2.1600000000000007E7)=-3.6396167650818825; dx=-7.910463183357136E-10 evalInputDelta=0.07575950399041176
Fitness changed from -3.5638572610914707 to -3.6396167650818825
Iteration 9 complete. Error: -3.6396167650818825 Total: 101.1254; Orientation: 0.7230; Line Search: 67.4626
Adding measurement 21659928 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.536e+03, gradient 5.077e-05, dot -0.465; [7452a86a-6d2a-426a-8595-9b781eeacc67 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.6396167650818825, -1.7501033395528793, -1.4101296588778496, -1.409881554543972
LBFGS Accumulation History: 3 points
Removed measurement 21659928 to history. Total: 3
th(0)=-3.6396167650818825;dx=-2.4803098085032964E-9
Armijo: th(4.653578930468871E7)=-3.6317439638078213; dx=1.2970798011093404E-9 evalInputDelta=-0.007872801274061203
New Minimum: -3.6396167650818825 > -3.6773138679564
WOLF (strong): th(2.3267894652344353E7)=-3.6773138679564; dx=2.8195815369307425E-10 evalInputDelta=0.03769710287451744
END: th(7755964.884114784)=-3.667082142084837; dx=-1.2048303572963389E-9 evalInputDelta=0.027465377002954483
Fitness changed from -3.6396167650818825 to -3.6773138679564
Iteration 10 complete. Error: -3.6773138679564 Total: 167.4202; Orientation: 0.6978; Line Search: 133.2905
Adding measurement fef8d72 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.112e+03, gradient 6.854e-05, dot -0.248; [7452a86a-6d2a-426a-8595-9b781eeacc67 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.6773138679564, -1.7501033395528793, -1.4101296588778496, -1.409881554543972
LBFGS Accumulation History: 3 points
Removed measurement fef8d72 to history. Total: 3
th(0)=-3.6773138679564;dx=-4.565577333287366E-9
New Minimum: -3.6773138679564 > -3.720271922647953
WOLF (strong): th(1.6709719801006012E7)=-3.720271922647953; dx=1.4374644296039242E-9 evalInputDelta=0.042958054691553116
New Minimum: -3.720271922647953 > -3.721596024930477
END: th(8354859.900503006)=-3.721596024930477; dx=-1.0990410134371502E-9 evalInputDelta=0.044282156974077225
Fitness changed from -3.6773138679564 to -3.721596024930477
Iteration 11 complete. Error: -3.721596024930477 Total: 132.3235; Orientation: 0.6803; Line Search: 96.5711
Adding measurement 5a152251 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.470e+03, gradient 3.751e-05, dot -0.546; [7452a86a-6d2a-426a-8595-9b781eeacc67 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.721596024930477, -1.7501033395528793, -1.4101296588778496, -1.409881554543972
LBFGS Accumulation History: 3 points
Removed measurement 5a152251 to history. Total: 3
th(0)=-3.721596024930477;dx=-1.3318735083413101E-9
New Minimum: -3.721596024930477 > -3.759587787091732
END: th(1.8000000000000007E7)=-3.759587787091732; dx=-8.648597096500069E-10 evalInputDelta=0.03799176216125488
Fitness changed from -3.721596024930477 to -3.759587787091732
Iteration 12 complete. Error: -3.759587787091732 Total: 102.3584; Orientation: 0.7164; Line Search: 67.6482
Adding measurement 71f5e713 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.436e+03, gradient 3.506e-05, dot -0.541; [7452a86a-6d2a-426a-8595-9b781eeacc67 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.759587787091732, -1.7501033395528793, -1.4101296588778496, -1.409881554543972
LBFGS Accumulation History: 3 points
Removed measurement 71f5e713 to history. Total: 3
th(0)=-3.759587787091732;dx=-1.1537336237194159E-9
New Minimum: -3.759587787091732 > -3.8175425566732883
END: th(3.877982442057393E7)=-3.8175425566732883; dx=-3.661697127813005E-10 evalInputDelta=0.05795476958155632
Fitness changed from -3.759587787091732 to -3.8175425566732883
Iteration 13 complete. Error: -3.8175425566732883 Total: 104.4556; Orientation: 0.6746; Line Search: 66.8808
Adding measurement de567e4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.528e+03, gradient 4.579e-05, dot -0.384; [7452a86a-6d2a-426a-8595-9b781eeacc67 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.8175425566732883, -1.7501033395528793, -1.4101296588778496, -1.409881554543972
LBFGS Accumulation History: 3 points
Removed measurement de567e4 to history. Total: 3
th(0)=-3.8175425566732883;dx=-1.7284484138525235E-9
Armijo: th(8.354859900503007E7)=-3.6714388132095337; dx=1.7290539555279872E-9 evalInputDelta=-0.14610374346375465
Armijo: th(4.177429950251503E7)=-3.8091057427227497; dx=1.0453365987734655E-9 evalInputDelta=-0.008436813950538635
New Minimum: -3.8175425566732883 > -3.8431896660476923
END: th(1.3924766500838345E7)=-3.8431896660476923; dx=-1.9297574418429404E-10 evalInputDelta=0.025647109374403954
Fitness changed from -3.8175425566732883 to -3.8431896660476923
Iteration 14 complete. Error: -3.8431896660476923 Total: 172.0171; Orientation: 0.7100; Line Search: 136.5605
Adding measurement 338dc1de to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.376e+03, gradient 3.566e-05, dot -0.441; [7452a86a-6d2a-426a-8595-9b781eeacc67 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.8431896660476923, -1.7501033395528793, -1.4101296588778496, -1.409881554543972
LBFGS Accumulation History: 3 points
Removed measurement 338dc1de to history. Total: 3
th(0)=-3.8431896660476923;dx=-1.1860188447806924E-9
New Minimum: -3.8431896660476923 > -3.870817333459854
WOLF (strong): th(3.000000000000002E7)=-3.870817333459854; dx=2.4105802799878825E-10 evalInputDelta=0.027627667412161827
END: th(1.500000000000001E7)=-3.8671107832342386; dx=-4.295223455818879E-10 evalInputDelta=0.023921117186546326
Fitness changed from -3.8431896660476923 to -3.870817333459854
Iteration 15 complete. Error: -3.870817333459854 Total: 134.1151; Orientation: 0.6812; Line Search: 98.5817
Adding measurement 2c49651e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.543e+03, gradient 5.334e-05, dot -0.295; [7452a86a-6d2a-426a-8595-9b781eeacc67 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.870817333459854, -1.7501033395528793, -1.4101296588778496, -1.409881554543972
LBFGS Accumulation History: 3 points
Removed measurement 2c49651e to history. Total: 3
th(0)=-3.870817333459854;dx=-2.8354558209138655E-9
Armijo: th(3.2316520350478277E7)=-3.8380918838083744; dx=2.3283577347433994E-9 evalInputDelta=-0.03272544965147972
New Minimum: -3.870817333459854 > -3.892724370583892
WOLF (strong): th(1.6158260175239138E7)=-3.892724370583892; dx=7.025535755433531E-10 evalInputDelta=0.021907037124037743
END: th(5386086.725079712)=-3.8907076995819807; dx=-1.2530753183156355E-9 evalInputDelta=0.01989036612212658
Fitness changed from -3.870817333459854 to -3.892724370583892
Iteration 16 complete. Error: -3.892724370583892 Total: 169.0209; Orientation: 0.6893; Line Search: 133.3290
Adding measurement 77215d49 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.041e+03, gradient 4.492e-05, dot -0.245; [7452a86a-6d2a-426a-8595-9b781eeacc67 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.892724370583892, -1.7501033395528793, -1.4101296588778496, -1.409881554543972
LBFGS Accumulation History: 3 points
Removed measurement 77215d49 to history. Total: 3
th(0)=-3.892724370583892;dx=-1.2669169316789312E-9
New Minimum: -3.892724370583892 > -3.918675724416971
END: th(1.1603972084031954E7)=-3.918675724416971; dx=-2.6450979442825634E-10 evalInputDelta=0.025951353833079338
Fitness changed from -3.892724370583892 to -3.918675724416971
Iteration 17 complete. Error: -3.918675724416971 Total: 103.3839; Orientation: 0.6925; Line Search: 68.4986
Adding measurement 439c31e7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.515e+03, gradient 2.873e-05, dot -0.516; [7452a86a-6d2a-426a-8595-9b781eeacc67 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.918675724416971, -1.7501033395528793, -1.4101296588778496, -1.409881554543972
LBFGS Accumulation History: 3 points
Removed measurement 439c31e7 to history. Total: 3
th(0)=-3.918675724416971;dx=-6.659854465116104E-10
New Minimum: -3.918675724416971 > -3.9383169505745173
END: th(2.5000000000000015E7)=-3.9383169505745173; dx=-2.5651210204238216E-10 evalInputDelta=0.019641226157546043
Fitness changed from -3.918675724416971 to -3.9383169505745173
Iteration 18 complete. Error: -3.9383169505745173 Total: 102.5403; Orientation: 0.7089; Line Search: 67.1273
Adding measurement 1390c2e9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.375e+03, gradient 3.112e-05, dot -0.419; [7452a86a-6d2a-426a-8595-9b781eeacc67 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.9383169505745173, -1.7501033395528793, -1.4101296588778496, -1.409881554543972
LBFGS Accumulation History: 3 points
Removed measurement 1390c2e9 to history. Total: 3
th(0)=-3.9383169505745173;dx=-9.388905078822653E-10
Armijo: th(5.386086725079713E7)=-3.9344474393874407; dx=8.401634912712812E-10 evalInputDelta=-0.0038695111870765686
New Minimum: -3.9383169505745173 > -3.9591998122632504
WOLF (strong): th(2.6930433625398565E7)=-3.9591998122632504; dx=1.047458352750454E-10 evalInputDelta=0.0208828616887331
END: th(8976811.208466189)=-3.9507443495094776; dx=-5.949537605694196E-10 evalInputDelta=0.012427398934960365
Fitness changed from -3.9383169505745173 to -3.9591998122632504
Iteration 19 complete. Error: -3.9591998122632504 Total: 170.9954; Orientation: 0.6761; Line Search: 139.0732
Adding measurement 10b20f36 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.324e+03, gradient 3.804e-05, dot -0.310; [7452a86a-6d2a-426a-8595-9b781eeacc67 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.9591998122632504, -1.7501033395528793, -1.4101296588778496, -1.409881554543972
LBFGS Accumulation History: 3 points
Removed measurement 10b20f36 to history. Total: 3
th(0)=-3.9591998122632504;dx=-1.0544294721101873E-9
New Minimum: -3.9591998122632504 > -3.978237247094512
WOLF (strong): th(1.9339953473386593E7)=-3.978237247094512; dx=2.1077422474443145E-10 evalInputDelta=0.019037434831261635
END: th(9669976.736693297)=-3.975873915478587; dx=-3.874377309986007E-10 evalInputDelta=0.0166741032153368
Fitness changed from -3.9591998122632504 to -3.978237247094512
Iteration 20 complete. Error: -3.978237247094512 Total: 137.6547; Orientation: 0.6964; Line Search: 100.9232
Final threshold in iteration 21: -3.978237247094512 (> -Infinity) after 2969.537s (< 5400.000s)
