Reset training subject: 8372438207707
Reset training subject: 8391593490879
Adding measurement 4ba25a51 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=0.5204705446958542;dx=-2.3218710328352823E-8
New Minimum: 0.5204705446958542 > 0.5204705148935318
WOLFE (weak): th(2.154434690031884)=0.5204705148935318; dx=-2.322146376754279E-8 evalInputDelta=2.9802322387695312E-8
New Minimum: 0.5204705148935318 > 0.5204703658819199
WOLFE (weak): th(4.308869380063768)=0.5204703658819199; dx=-2.3218049410888323E-8 evalInputDelta=1.7881393432617188E-7
New Minimum: 0.5204703658819199 > 0.5204701274633408
WOLFE (weak): th(12.926608140191302)=0.5204701274633408; dx=-2.321920698105452E-8 evalInputDelta=4.172325134277344E-7
New Minimum: 0.5204701274633408 > 0.5204686522483826
WOLFE (weak): th(51.70643256076521)=0.5204686522483826; dx=-2.3221030763934836E-8 evalInputDelta=1.8924474716186523E-6
New Minimum: 0.5204686522483826 > 0.520461767911911
WOLFE (weak): th(258.53216280382605)=0.520461767911911; dx=-2.321903132782573E-8 evalInputDelta=8.77678394317627E-6
New Minimum: 0.520461767911911 > 0.5204181671142578
WOLFE (weak): th(1551.1929768229563)=0.5204181671142578; dx=-2.3219159100698144E-8 evalInputDelta=5.237758159637451E-5
New Minimum: 0.5204181671142578 > 0.5201039761304855
WOLFE (weak): th(10858.350837760694)=0.5201039761304855; dx=-2.32117875452188E-8 evalInputDelta=3.6656856536865234E-4
New Minimum: 0.5201039761304855 > 0.5175423622131348
WOLFE (weak): th(86866.80670208555)=0.5175423622131348; dx=-2.313290604075607E-8 evalInputDelta=0.0029281824827194214
New Minimum: 0.5175423622131348 > 0.4944986253976822
WOLFE (weak): th(781801.26031877)=0.4944986253976822; dx=-2.244915838070038E-8 evalInputDelta=0.025971919298171997
New Minimum: 0.4944986253976822 > 0.3035154938697815
END: th(7818012.6031877)=0.3035154938697815; dx=-1.5408444334924494E-8 evalInputDelta=0.2169550508260727
Fitness changed from 0.5204705446958542 to 0.3035154938697815
Iteration 1 complete. Error: 0.3035154938697815 Total: 280.3206; Orientation: 0.0802; Line Search: 221.6303
Iteration 1
Adding measurement 789210c1 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=0.3035154938697815;dx=-1.4138035872459674E-8
New Minimum: 0.3035154938697815 > 0.04186788201332092
END: th(1.684339755941405E7)=0.04186788201332092; dx=-8.981962269760914E-9 evalInputDelta=0.26164761185646057
Fitness changed from 0.3035154938697815 to 0.04186788201332092
Iteration 2 complete. Error: 0.04186788201332092 Total: 60.2159; Orientation: 0.0809; Line Search: 41.3487
Iteration 2
Adding measurement e03af3d to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=0.04186788201332092;dx=-9.614647555723592E-9
New Minimum: 0.04186788201332092 > -0.2485639750957489
END: th(3.6288E7)=-0.2485639750957489; dx=-4.16097290546616E-9 evalInputDelta=0.2904318571090698
Fitness changed from 0.04186788201332092 to -0.2485639750957489
Iteration 3 complete. Error: -0.2485639750957489 Total: 57.7311; Orientation: 0.0796; Line Search: 38.1958
Iteration 3
Adding measurement 6ad3faf8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.449e+03, gradient 9.674e-05, dot -0.664; [3e34112f-726a-4b24-b87f-cf8311518795 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.2485639750957489, 0.04186788201332092, 0.3035154938697815, 0.5204705446958542
LBFGS Accumulation History: 3 points
Removed measurement 6ad3faf8 to history. Total: 3
th(0)=-0.2485639750957489;dx=-9.355973836495034E-9
New Minimum: -0.2485639750957489 > -0.3063306212425232
WOLF (strong): th(7.8180126031877E7)=-0.3063306212425232; dx=7.926033758707475E-10 evalInputDelta=0.05776664614677429
New Minimum: -0.3063306212425232 > -0.3961436152458191
END: th(3.90900630159385E7)=-0.3961436152458191; dx=-2.1214766477897988E-10 evalInputDelta=0.1475796401500702
Fitness changed from -0.2485639750957489 to -0.3961436152458191
Iteration 4 complete. Error: -0.3961436152458191 Total: 83.1900; Orientation: 1.8956; Line Search: 60.2833
Iteration 4
Adding measurement 20189f55 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.405e+03, gradient 1.103e-04, dot -0.508; [3e34112f-726a-4b24-b87f-cf8311518795 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.3961436152458191, 0.04186788201332092, 0.3035154938697815, 0.5204705446958542
LBFGS Accumulation History: 3 points
Removed measurement 20189f55 to history. Total: 3
th(0)=-0.3961436152458191;dx=-1.2162816907647444E-8
Armijo: th(8.421698779707026E7)=-0.1873672902584076; dx=3.652342199830041E-9 evalInputDelta=-0.2087763249874115
New Minimum: -0.3961436152458191 > -0.5139043033123016
WOLF (strong): th(4.210849389853513E7)=-0.5139043033123016; dx=3.1370172893533153E-9 evalInputDelta=0.11776068806648254
New Minimum: -0.5139043033123016 > -0.5527694821357727
END: th(1.4036164632845044E7)=-0.5527694821357727; dx=-4.551722064782835E-9 evalInputDelta=0.1566258668899536
Fitness changed from -0.3961436152458191 to -0.5527694821357727
Iteration 5 complete. Error: -0.5527694821357727 Total: 103.0882; Orientation: 1.8578; Line Search: 80.1859
Iteration 5
Adding measurement d8f8dd3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.025e+04, gradient 7.449e-05, dot -0.709; [3e34112f-726a-4b24-b87f-cf8311518795 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5527694821357727, 0.04186788201332092, 0.3035154938697815, 0.5204705446958542
LBFGS Accumulation History: 3 points
Removed measurement d8f8dd3 to history. Total: 3
th(0)=-0.5527694821357727;dx=-5.3305661210710056E-9
New Minimum: -0.5527694821357727 > -0.6837934404611588
END: th(3.0240000000000004E7)=-0.6837934404611588; dx=-1.9318268043193797E-9 evalInputDelta=0.13102395832538605
Fitness changed from -0.5527694821357727 to -0.6837934404611588
Iteration 6 complete. Error: -0.6837934404611588 Total: 61.5933; Orientation: 1.8858; Line Search: 39.3458
Adding measurement 5dcda763 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.253e+04, gradient 7.428e-05, dot -0.680; [3e34112f-726a-4b24-b87f-cf8311518795 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6837934404611588, 0.04186788201332092, 0.3035154938697815, 0.5204705446958542
LBFGS Accumulation History: 3 points
Removed measurement 5dcda763 to history. Total: 3
th(0)=-0.6837934404611588;dx=-5.317428017965717E-9
New Minimum: -0.6837934404611588 > -0.7569022923707962
WOLF (strong): th(6.515010502656417E7)=-0.7569022923707962; dx=1.0680867614497439E-10 evalInputDelta=0.07310885190963745
New Minimum: -0.7569022923707962 > -0.7817206531763077
END: th(3.2575052513282087E7)=-0.7817206531763077; dx=-9.72283049402058E-10 evalInputDelta=0.09792721271514893
Fitness changed from -0.6837934404611588 to -0.7817206531763077
Iteration 7 complete. Error: -0.7817206531763077 Total: 80.3818; Orientation: 1.9099; Line Search: 60.2020
Adding measurement 10b925d4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.308e+04, gradient 7.713e-05, dot -0.611; [3e34112f-726a-4b24-b87f-cf8311518795 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7817206531763077, 0.04186788201332092, 0.3035154938697815, 0.5204705446958542
LBFGS Accumulation History: 3 points
Removed measurement 10b925d4 to history. Total: 3
th(0)=-0.7817206531763077;dx=-5.844440559862773E-9
Armijo: th(7.018082316422524E7)=-0.75123530626297; dx=1.469421912307271E-9 evalInputDelta=-0.030485346913337708
New Minimum: -0.7817206531763077 > -0.8694312572479248
WOLF (strong): th(3.509041158211262E7)=-0.8694312572479248; dx=4.051355497012714E-10 evalInputDelta=0.08771060407161713
END: th(1.1696803860704206E7)=-0.8527390658855438; dx=-3.7054811500744014E-9 evalInputDelta=0.07101841270923615
Fitness changed from -0.7817206531763077 to -0.8694312572479248
Iteration 8 complete. Error: -0.8694312572479248 Total: 105.6254; Orientation: 1.8719; Line Search: 82.1866
Adding measurement 3d80458a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.410e+04, gradient 8.518e-05, dot -0.525; [3e34112f-726a-4b24-b87f-cf8311518795 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8694312572479248, 0.04186788201332092, 0.3035154938697815, 0.5204705446958542
LBFGS Accumulation History: 3 points
Removed measurement 3d80458a to history. Total: 3
th(0)=-0.8694312572479248;dx=-7.253632300016417E-9
New Minimum: -0.8694312572479248 > -0.9667722284793854
END: th(2.5200000000000007E7)=-0.9667722284793854; dx=-6.491777721482627E-13 evalInputDelta=0.09734097123146057
Fitness changed from -0.8694312572479248 to -0.9667722284793854
Iteration 9 complete. Error: -0.9667722284793854 Total: 59.6493; Orientation: 1.8539; Line Search: 38.2636
Adding measurement 60b3e5c7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.516e+04, gradient 6.797e-05, dot -0.621; [3e34112f-726a-4b24-b87f-cf8311518795 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.9667722284793854, 0.04186788201332092, 0.3035154938697815, 0.5204705446958542
LBFGS Accumulation History: 3 points
Removed measurement 60b3e5c7 to history. Total: 3
th(0)=-0.9667722284793854;dx=-4.6183761008683026E-9
New Minimum: -0.9667722284793854 > -0.9915944784879684
WOLF (strong): th(5.429175418880349E7)=-0.9915944784879684; dx=1.2794176762337994E-9 evalInputDelta=0.02482225000858307
New Minimum: -0.9915944784879684 > -1.0452342182397842
END: th(2.7145877094401743E7)=-1.0452342182397842; dx=-8.857261572421002E-10 evalInputDelta=0.07846198976039886
Fitness changed from -0.9667722284793854 to -1.0452342182397842
Iteration 10 complete. Error: -1.0452342182397842 Total: 80.4903; Orientation: 1.8602; Line Search: 59.8418
Iteration 10
Final threshold in iteration 11: -1.0452342182397842 (> -Infinity) after 973.198s (< 3600.000s)