Reset training subject: 830473566336600
Reset training subject: 830483892724500
Adding measurement 2b1a901d to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=-1.3347680419683456;dx=-5.2461046204002E-9
New Minimum: -1.3347680419683456 > -1.334768071770668
WOLFE (weak): th(2.154434690031884)=-1.334768071770668; dx=-5.246105892991151E-9 evalInputDelta=2.9802322387695312E-8
WOLFE (weak): th(4.308869380063768)=-1.334768071770668; dx=-5.24610608997638E-9 evalInputDelta=2.9802322387695312E-8
New Minimum: -1.334768071770668 > -1.3347680866718292
WOLFE (weak): th(12.926608140191302)=-1.3347680866718292; dx=-5.246108952745331E-9 evalInputDelta=4.470348358154297E-8
New Minimum: -1.3347680866718292 > -1.3347682282328606
WOLFE (weak): th(51.70643256076521)=-1.3347682282328606; dx=-5.246107111184797E-9 evalInputDelta=1.862645149230957E-7
New Minimum: -1.3347682282328606 > -1.3347690626978874
WOLFE (weak): th(258.53216280382605)=-1.3347690626978874; dx=-5.246109761860871E-9 evalInputDelta=1.0207295417785645E-6
New Minimum: -1.3347690626978874 > -1.3347740545868874
WOLFE (weak): th(1551.1929768229563)=-1.3347740545868874; dx=-5.246177482400942E-9 evalInputDelta=6.012618541717529E-6
New Minimum: -1.3347740545868874 > -1.3348099887371063
WOLFE (weak): th(10858.350837760694)=-1.3348099887371063; dx=-5.246613231150321E-9 evalInputDelta=4.194676876068115E-5
New Minimum: -1.3348099887371063 > -1.3351039737462997
WOLFE (weak): th(86866.80670208555)=-1.3351039737462997; dx=-5.248899539432767E-9 evalInputDelta=3.3593177795410156E-4
New Minimum: -1.3351039737462997 > -1.3378021866083145
WOLFE (weak): th(781801.26031877)=-1.3378021866083145; dx=-5.260528223137109E-9 evalInputDelta=0.003034144639968872
New Minimum: -1.3378021866083145 > -1.3660412728786469
WOLFE (weak): th(7818012.6031877)=-1.3660412728786469; dx=-5.322202450747262E-9 evalInputDelta=0.03127323091030121
New Minimum: -1.3660412728786469 > -1.7290686070919037
WOLFE (weak): th(8.599813863506469E7)=-1.7290686070919037; dx=-4.800482031393468E-9 evalInputDelta=0.39430056512355804
MAX ALPHA (1.0319776636207763E9): th(8.599813863506469E7)=-1.7290686070919037
Fitness changed from -1.3347680419683456 to -1.7290686070919037
Iteration 1 complete. Error: -1.7290686070919037 Total: 165.1618; Orientation: 0.1000; Line Search: 134.4573
Iteration 1
Adding measurement 6a1d1467 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-1.7290686070919037;dx=-6.4654055795365E-9
New Minimum: -1.7290686070919037 > -4.027505248785019
END: th(1.0E9)=-4.027505248785019; dx=-9.713808240887173E-10 evalInputDelta=2.2984366416931152
Fitness changed from -1.7290686070919037 to -4.027505248785019
Iteration 2 complete. Error: -4.027505248785019 Total: 31.0622; Orientation: 0.1014; Line Search: 20.7588
Iteration 2
Adding measurement 6c830ebd to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-4.027505248785019;dx=-1.180563987491347E-9
New Minimum: -4.027505248785019 > -4.43048095703125
END: th(1.0E9)=-4.43048095703125; dx=-4.0493428044067283E-10 evalInputDelta=0.4029757082462311
Fitness changed from -4.027505248785019 to -4.43048095703125
Iteration 3 complete. Error: -4.43048095703125 Total: 31.1258; Orientation: 0.1010; Line Search: 20.7580
Iteration 3
Adding measurement 693f2c89 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.314e+05, gradient 2.816e-05, dot -0.636; [87f41e8e-b366-4010-ab53-b5edbbb5200d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.3347680419683456, -1.7290686070919037, -4.027505248785019, -4.43048095703125
LBFGS Accumulation History: 3 points
Removed measurement 2b1a901d to history. Total: 4
th(0)=-4.43048095703125;dx=-7.929366825853664E-10
New Minimum: -4.43048095703125 > -4.6625382006168365
END: th(1.0E9)=-4.6625382006168365; dx=-2.7107906958405756E-10 evalInputDelta=0.23205724358558655
Fitness changed from -4.43048095703125 to -4.6625382006168365
Iteration 4 complete. Error: -4.6625382006168365 Total: 34.3013; Orientation: 2.7730; Line Search: 20.7626
Iteration 4
Adding measurement 1d8be7b9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.123e+05, gradient 2.446e-05, dot -0.727; [87f41e8e-b366-4010-ab53-b5edbbb5200d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.7290686070919037, -4.027505248785019, -4.43048095703125, -4.6625382006168365
LBFGS Accumulation History: 3 points
Removed measurement 6a1d1467 to history. Total: 4
th(0)=-4.6625382006168365;dx=-5.981275678057557E-10
New Minimum: -4.6625382006168365 > -4.813602566719055
END: th(1.0E9)=-4.813602566719055; dx=-1.9458448730749496E-10 evalInputDelta=0.15106436610221863
Fitness changed from -4.6625382006168365 to -4.813602566719055
Iteration 5 complete. Error: -4.813602566719055 Total: 33.7102; Orientation: 2.7876; Line Search: 20.7298
Iteration 5
Adding measurement 70543cae to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.240e+05, gradient 2.206e-05, dot -0.691; [87f41e8e-b366-4010-ab53-b5edbbb5200d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -4.027505248785019, -4.43048095703125, -4.6625382006168365, -4.813602566719055
LBFGS Accumulation History: 3 points
Removed measurement 6c830ebd to history. Total: 4
th(0)=-4.813602566719055;dx=-4.86678565417989E-10
New Minimum: -4.813602566719055 > -4.9223082065582275
END: th(1.0E9)=-4.9223082065582275; dx=-1.4974160469853315E-10 evalInputDelta=0.10870563983917236
Fitness changed from -4.813602566719055 to -4.9223082065582275
Iteration 6 complete. Error: -4.9223082065582275 Total: 33.7536; Orientation: 2.7795; Line Search: 20.7800
Adding measurement b86cb18 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.419e+05, gradient 2.049e-05, dot -0.660; [87f41e8e-b366-4010-ab53-b5edbbb5200d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -4.43048095703125, -4.6625382006168365, -4.813602566719055, -4.9223082065582275
LBFGS Accumulation History: 3 points
Removed measurement 693f2c89 to history. Total: 4
th(0)=-4.9223082065582275;dx=-4.196602979046666E-10
New Minimum: -4.9223082065582275 > -5.005342185497284
END: th(1.0E9)=-5.005342185497284; dx=-1.2040127749824343E-10 evalInputDelta=0.0830339789390564
Fitness changed from -4.9223082065582275 to -5.005342185497284
Iteration 7 complete. Error: -5.005342185497284 Total: 33.6170; Orientation: 2.7855; Line Search: 20.7089
Adding measurement 6f240187 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.553e+05, gradient 1.923e-05, dot -0.638; [87f41e8e-b366-4010-ab53-b5edbbb5200d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -4.6625382006168365, -4.813602566719055, -4.9223082065582275, -5.005342185497284
LBFGS Accumulation History: 3 points
Removed measurement 1d8be7b9 to history. Total: 4
th(0)=-5.005342185497284;dx=-3.6995067119373307E-10
New Minimum: -5.005342185497284 > -5.071180760860443
END: th(1.0E9)=-5.071180760860443; dx=-9.997465984364502E-11 evalInputDelta=0.06583857536315918
Fitness changed from -5.005342185497284 to -5.071180760860443
Iteration 8 complete. Error: -5.071180760860443 Total: 33.6595; Orientation: 2.7737; Line Search: 20.7643
Adding measurement 59f3426f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.715e+05, gradient 1.831e-05, dot -0.616; [87f41e8e-b366-4010-ab53-b5edbbb5200d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -4.813602566719055, -4.9223082065582275, -5.005342185497284, -5.071180760860443
LBFGS Accumulation History: 3 points
Removed measurement 70543cae to history. Total: 4
th(0)=-5.071180760860443;dx=-3.353356741995692E-10
New Minimum: -5.071180760860443 > -5.1251402497291565
END: th(1.0E9)=-5.1251402497291565; dx=-8.553781808578846E-11 evalInputDelta=0.05395948886871338
Fitness changed from -5.071180760860443 to -5.1251402497291565
Iteration 9 complete. Error: -5.1251402497291565 Total: 33.6276; Orientation: 2.7619; Line Search: 20.7755
Adding measurement 2c08c787 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.864e+05, gradient 1.756e-05, dot -0.597; [87f41e8e-b366-4010-ab53-b5edbbb5200d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -4.9223082065582275, -5.005342185497284, -5.071180760860443, -5.1251402497291565
LBFGS Accumulation History: 3 points
Removed measurement b86cb18 to history. Total: 4
th(0)=-5.1251402497291565;dx=-3.082349091813805E-10
New Minimum: -5.1251402497291565 > -5.171057045459747
END: th(1.0E9)=-5.171057045459747; dx=-7.502468212121996E-11 evalInputDelta=0.04591679573059082
Fitness changed from -5.1251402497291565 to -5.171057045459747
Iteration 10 complete. Error: -5.171057045459747 Total: 34.0769; Orientation: 3.1341; Line Search: 20.8467
Iteration 10
Adding measurement 595ec862 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.040e+05, gradient 1.700e-05, dot -0.578; [87f41e8e-b366-4010-ab53-b5edbbb5200d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -5.005342185497284, -5.071180760860443, -5.1251402497291565, -5.171057045459747
LBFGS Accumulation History: 3 points
Removed measurement 6f240187 to history. Total: 4
th(0)=-5.171057045459747;dx=-2.8906523712585163E-10
New Minimum: -5.171057045459747 > -5.210773289203644
END: th(1.0E9)=-5.210773289203644; dx=-6.696251961658013E-11 evalInputDelta=0.039716243743896484
Fitness changed from -5.171057045459747 to -5.210773289203644
Iteration 11 complete. Error: -5.210773289203644 Total: 33.6511; Orientation: 2.7654; Line Search: 20.7124
Adding measurement 29aa4bc9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.112e+05, gradient 1.647e-05, dot -0.564; [87f41e8e-b366-4010-ab53-b5edbbb5200d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -5.071180760860443, -5.1251402497291565, -5.171057045459747, -5.210773289203644
LBFGS Accumulation History: 3 points
Removed measurement 59f3426f to history. Total: 4
th(0)=-5.210773289203644;dx=-2.713938038828325E-10
New Minimum: -5.210773289203644 > -5.245197534561157
END: th(1.0E9)=-5.245197534561157; dx=-6.009354449302531E-11 evalInputDelta=0.03442424535751343
Fitness changed from -5.210773289203644 to -5.245197534561157
Iteration 12 complete. Error: -5.245197534561157 Total: 33.5052; Orientation: 2.7726; Line Search: 20.6235
Adding measurement 7b3085a3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.083e+05, gradient 1.596e-05, dot -0.551; [87f41e8e-b366-4010-ab53-b5edbbb5200d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -5.1251402497291565, -5.171057045459747, -5.210773289203644, -5.245197534561157
LBFGS Accumulation History: 3 points
Removed measurement 2c08c787 to history. Total: 4
th(0)=-5.245197534561157;dx=-2.548780412089437E-10
New Minimum: -5.245197534561157 > -5.275349795818329
END: th(1.0E9)=-5.275349795818329; dx=-5.4157557298629975E-11 evalInputDelta=0.03015226125717163
Fitness changed from -5.245197534561157 to -5.275349795818329
Iteration 13 complete. Error: -5.275349795818329 Total: 34.0561; Orientation: 3.0874; Line Search: 20.9052
Adding measurement 63b4b9c6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.021e+05, gradient 1.551e-05, dot -0.538; [87f41e8e-b366-4010-ab53-b5edbbb5200d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -5.171057045459747, -5.210773289203644, -5.245197534561157, -5.275349795818329
LBFGS Accumulation History: 3 points
Removed measurement 595ec862 to history. Total: 4
th(0)=-5.275349795818329;dx=-2.405603434009876E-10
New Minimum: -5.275349795818329 > -5.3019479513168335
END: th(1.0E9)=-5.3019479513168335; dx=-4.9207628114636717E-11 evalInputDelta=0.02659815549850464
Fitness changed from -5.275349795818329 to -5.3019479513168335
Iteration 14 complete. Error: -5.3019479513168335 Total: 33.6971; Orientation: 2.7962; Line Search: 20.7709
Adding measurement 628b503a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.005e+05, gradient 1.517e-05, dot -0.525; [87f41e8e-b366-4010-ab53-b5edbbb5200d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -5.210773289203644, -5.245197534561157, -5.275349795818329, -5.3019479513168335
LBFGS Accumulation History: 3 points
Removed measurement 29aa4bc9 to history. Total: 4
th(0)=-5.3019479513168335;dx=-2.3015231214577346E-10
New Minimum: -5.3019479513168335 > -5.325813293457031
END: th(1.0E9)=-5.325813293457031; dx=-4.515704432752076E-11 evalInputDelta=0.023865342140197754
Fitness changed from -5.3019479513168335 to -5.325813293457031
Iteration 15 complete. Error: -5.325813293457031 Total: 34.2242; Orientation: 2.8011; Line Search: 21.3284
Iteration 15
Adding measurement 26270b77 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.971e+05, gradient 1.483e-05, dot -0.516; [87f41e8e-b366-4010-ab53-b5edbbb5200d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -5.245197534561157, -5.275349795818329, -5.3019479513168335, -5.325813293457031
LBFGS Accumulation History: 3 points
Removed measurement 7b3085a3 to history. Total: 4
th(0)=-5.325813293457031;dx=-2.199324422415698E-10
New Minimum: -5.325813293457031 > -5.347349047660828
END: th(1.0E9)=-5.347349047660828; dx=-4.180994676740231E-11 evalInputDelta=0.021535754203796387
Fitness changed from -5.325813293457031 to -5.347349047660828
Iteration 16 complete. Error: -5.347349047660828 Total: 33.7637; Orientation: 2.7971; Line Search: 20.7822
Adding measurement 5315266 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.904e+05, gradient 1.452e-05, dot -0.506; [87f41e8e-b366-4010-ab53-b5edbbb5200d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -5.275349795818329, -5.3019479513168335, -5.325813293457031, -5.347349047660828
LBFGS Accumulation History: 3 points
Removed measurement 63b4b9c6 to history. Total: 4
th(0)=-5.347349047660828;dx=-2.1072224282469872E-10
New Minimum: -5.347349047660828 > -5.366607069969177
END: th(1.0E9)=-5.366607069969177; dx=-3.867371365116359E-11 evalInputDelta=0.01925802230834961
Fitness changed from -5.347349047660828 to -5.366607069969177
Iteration 17 complete. Error: -5.366607069969177 Total: 33.6288; Orientation: 2.7869; Line Search: 20.6795
Adding measurement e4b54d3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.885e+05, gradient 1.428e-05, dot -0.496; [87f41e8e-b366-4010-ab53-b5edbbb5200d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -5.3019479513168335, -5.325813293457031, -5.347349047660828, -5.366607069969177
LBFGS Accumulation History: 3 points
Removed measurement 628b503a to history. Total: 4
th(0)=-5.366607069969177;dx=-2.0397661025312E-10
New Minimum: -5.366607069969177 > -5.384220778942108
END: th(1.0E9)=-5.384220778942108; dx=-3.602296134043113E-11 evalInputDelta=0.017613708972930908
Fitness changed from -5.366607069969177 to -5.384220778942108
Iteration 18 complete. Error: -5.384220778942108 Total: 33.6607; Orientation: 2.7965; Line Search: 20.7836
Adding measurement 11adab6d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.868e+05, gradient 1.405e-05, dot -0.488; [87f41e8e-b366-4010-ab53-b5edbbb5200d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -5.325813293457031, -5.347349047660828, -5.366607069969177, -5.384220778942108
LBFGS Accumulation History: 3 points
Removed measurement 26270b77 to history. Total: 4
th(0)=-5.384220778942108;dx=-1.973388405608758E-10
New Minimum: -5.384220778942108 > -5.40026319026947
END: th(1.0E9)=-5.40026319026947; dx=-3.372189953307039E-11 evalInputDelta=0.01604241132736206
Fitness changed from -5.384220778942108 to -5.40026319026947
Iteration 19 complete. Error: -5.40026319026947 Total: 33.5933; Orientation: 2.7978; Line Search: 20.6655
Adding measurement aedc426 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.796e+05, gradient 1.382e-05, dot -0.481; [87f41e8e-b366-4010-ab53-b5edbbb5200d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -5.347349047660828, -5.366607069969177, -5.384220778942108, -5.40026319026947
LBFGS Accumulation History: 3 points
Removed measurement 5315266 to history. Total: 4
th(0)=-5.40026319026947;dx=-1.9097317927056405E-10
New Minimum: -5.40026319026947 > -5.4151864647865295
END: th(1.0E9)=-5.4151864647865295; dx=-3.1951074868074E-11 evalInputDelta=0.014923274517059326
Fitness changed from -5.40026319026947 to -5.4151864647865295
Iteration 20 complete. Error: -5.4151864647865295 Total: 33.5483; Orientation: 2.7815; Line Search: 20.6605
Iteration 20
Final threshold in iteration 21: -5.4151864647865295 (> -Infinity) after 801.507s (< 3600.000s)