Reset training subject: 1768715203205 Reset training subject: 1771188356923 Adding measurement 1cde2f13 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=10.524999126791954;dx=-9.134855757128505E-7 New Minimum: 10.524999126791954 > 10.52499669790268 WOLFE (weak): th(2.154434690031884)=10.52499669790268; dx=-8.955246901888809E-7 evalInputDelta=2.428889274597168E-6 New Minimum: 10.52499669790268 > 10.524993792176247 WOLFE (weak): th(4.308869380063768)=10.524993792176247; dx=-8.969258723500843E-7 evalInputDelta=5.334615707397461E-6 New Minimum: 10.524993792176247 > 10.524983152747154 WOLFE (weak): th(12.926608140191302)=10.524983152747154; dx=-8.971797162213768E-7 evalInputDelta=1.5974044799804688E-5 New Minimum: 10.524983152747154 > 10.524935528635979 WOLFE (weak): th(51.70643256076521)=10.524935528635979; dx=-8.959635359691017E-7 evalInputDelta=6.35981559753418E-5 New Minimum: 10.524935528635979 > 10.52467966079712 WOLFE (weak): th(258.53216280382605)=10.52467966079712; dx=-8.974430726955873E-7 evalInputDelta=3.194659948348999E-4 New Minimum: 10.52467966079712 > 10.523082196712494 WOLFE (weak): th(1551.1929768229563)=10.523082196712494; dx=-8.949174336819401E-7 evalInputDelta=0.001916930079460144 New Minimum: 10.523082196712494 > 10.511585742235184 WOLFE (weak): th(10858.350837760694)=10.511585742235184; dx=-8.962298954073169E-7 evalInputDelta=0.013413384556770325 New Minimum: 10.511585742235184 > 10.418014168739319 WOLFE (weak): th(86866.80670208555)=10.418014168739319; dx=-8.891553372050866E-7 evalInputDelta=0.10698495805263519 New Minimum: 10.418014168739319 > 9.607885479927063 END: th(781801.26031877)=9.607885479927063; dx=-7.943815419361923E-7 evalInputDelta=0.917113646864891 Fitness changed from 10.524999126791954 to 9.607885479927063 Iteration 1 complete. Error: 9.607885479927063 Total: 33.1131; Orientation: 0.0090; Line Search: 25.7830 Iteration 1 ![Iteration 1](etc/5d1a6145-b082-425a-8704-80f2ee1c0e75.jpg) Adding measurement 261feab4 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=9.607885479927063;dx=-7.679852367415065E-7 New Minimum: 9.607885479927063 > 8.055324077606201 END: th(1684339.7559414052)=8.055324077606201; dx=-5.741050048826986E-7 evalInputDelta=1.5525614023208618 Fitness changed from 9.607885479927063 to 8.055324077606201 Iteration 2 complete. Error: 8.055324077606201 Total: 7.5474; Orientation: 0.0091; Line Search: 4.9290 Iteration 2 ![Iteration 2](etc/0489d087-ccd8-4faa-a331-9a83ca354c31.jpg) Adding measurement 7a02852d to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=8.055324077606201;dx=-5.498554824587256E-7 New Minimum: 8.055324077606201 > 6.0040115267038345 END: th(3628800.0)=6.0040115267038345; dx=-3.0358393959675146E-7 evalInputDelta=2.0513125509023666 Fitness changed from 8.055324077606201 to 6.0040115267038345 Iteration 3 complete. Error: 6.0040115267038345 Total: 7.6718; Orientation: 0.0093; Line Search: 4.9825 Iteration 3 ![Iteration 3](etc/e132175d-2dac-4f4f-83af-53efd9d7998a.jpg) Adding measurement 77d061eb to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.316e+03, gradient 5.759e-04, dot -0.741; [a6f89191-d0c8-49f2-b42b-f1450cfce4d1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 6.0040115267038345, 8.055324077606201, 9.607885479927063, 10.524999126791954 LBFGS Accumulation History: 3 points Removed measurement 77d061eb to history. Total: 3 th(0)=6.0040115267038345;dx=-3.306595216098294E-7 New Minimum: 6.0040115267038345 > 3.9994162917137146 END: th(7818012.6031877)=3.9994162917137146; dx=-1.1999141430682064E-7 evalInputDelta=2.00459523499012 Fitness changed from 6.0040115267038345 to 3.9994162917137146 Iteration 4 complete. Error: 3.9994162917137146 Total: 8.5265; Orientation: 0.2427; Line Search: 5.7975 Iteration 4 ![Iteration 4](etc/b9703d42-9d5a-4a08-bb29-e8ed12a20212.jpg) Adding measurement 31b7c771 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.409e+03, gradient 4.453e-04, dot -0.556; [a6f89191-d0c8-49f2-b42b-f1450cfce4d1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.9994162917137146, 8.055324077606201, 9.607885479927063, 10.524999126791954 LBFGS Accumulation History: 3 points Removed measurement 31b7c771 to history. Total: 3 th(0)=3.9994162917137146;dx=-1.978999618286384E-7 New Minimum: 3.9994162917137146 > 2.4348426908254623 END: th(1.684339755941405E7)=2.4348426908254623; dx=-3.0610482158172844E-8 evalInputDelta=1.5645736008882523 Fitness changed from 3.9994162917137146 to 2.4348426908254623 Iteration 5 complete. Error: 2.4348426908254623 Total: 7.7858; Orientation: 0.2869; Line Search: 5.0649 Iteration 5 ![Iteration 5](etc/0718eb1a-024c-4070-b83c-7b2bdaa8db27.jpg) Adding measurement 1facfac9 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.697e+03, gradient 3.639e-04, dot -0.388; [a6f89191-d0c8-49f2-b42b-f1450cfce4d1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.4348426908254623, 8.055324077606201, 9.607885479927063, 10.524999126791954 LBFGS Accumulation History: 3 points Removed measurement 1facfac9 to history. Total: 3 th(0)=2.4348426908254623;dx=-1.3208078576162407E-7 New Minimum: 2.4348426908254623 > 1.7776531875133514 WOLF (strong): th(3.6288E7)=1.7776531875133514; dx=1.757420645270755E-8 evalInputDelta=0.6571895033121109 New Minimum: 1.7776531875133514 > 1.2548452764749527 END: th(1.8144E7)=1.2548452764749527; dx=-6.539271435315508E-9 evalInputDelta=1.1799974143505096 Fitness changed from 2.4348426908254623 to 1.2548452764749527 Iteration 6 complete. Error: 1.2548452764749527 Total: 10.3185; Orientation: 0.2198; Line Search: 7.5211 Adding measurement 27d3e08b to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.279e+03, gradient 3.227e-04, dot -0.319; [a6f89191-d0c8-49f2-b42b-f1450cfce4d1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.2548452764749527, 8.055324077606201, 9.607885479927063, 10.524999126791954 LBFGS Accumulation History: 3 points Removed measurement 27d3e08b to history. Total: 3 th(0)=1.2548452764749527;dx=-1.0383340465753709E-7 Armijo: th(3.90900630159385E7)=1.5660868436098099; dx=2.9186282350063985E-8 evalInputDelta=-0.3112415671348572 New Minimum: 1.2548452764749527 > 0.5861795842647552 WOLF (strong): th(1.954503150796925E7)=0.5861795842647552; dx=1.1889171343444837E-8 evalInputDelta=0.6686656922101974 END: th(6515010.502656416)=0.6561847776174545; dx=-4.6406118506637455E-8 evalInputDelta=0.5986604988574982 Fitness changed from 1.2548452764749527 to 0.5861795842647552 Iteration 7 complete. Error: 0.5861795842647552 Total: 12.5813; Orientation: 0.2178; Line Search: 9.8609 Adding measurement 1f76ac4 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.656e+03, gradient 3.204e-04, dot -0.303; [a6f89191-d0c8-49f2-b42b-f1450cfce4d1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.5861795842647552, 8.055324077606201, 9.607885479927063, 10.524999126791954 LBFGS Accumulation History: 3 points Removed measurement 1f76ac4 to history. Total: 3 th(0)=0.5861795842647552;dx=-1.0236750461093314E-7 New Minimum: 0.5861795842647552 > 0.08866305649280548 WOLF (strong): th(1.4036164632845044E7)=0.08866305649280548; dx=3.105914144240546E-8 evalInputDelta=0.49751652777194977 New Minimum: 0.08866305649280548 > 0.03172631561756134 END: th(7018082.316422522)=0.03172631561756134; dx=-2.484982938265848E-8 evalInputDelta=0.5544532686471939 Fitness changed from 0.5861795842647552 to 0.03172631561756134 Iteration 8 complete. Error: 0.03172631561756134 Total: 10.9181; Orientation: 0.2171; Line Search: 7.4912 Adding measurement 1d9bab6a to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.746e+03, gradient 2.188e-04, dot -0.353; [a6f89191-d0c8-49f2-b42b-f1450cfce4d1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.03172631561756134, 8.055324077606201, 9.607885479927063, 10.524999126791954 LBFGS Accumulation History: 3 points Removed measurement 1d9bab6a to history. Total: 3 th(0)=0.03172631561756134;dx=-4.7426324634118035E-8 New Minimum: 0.03172631561756134 > -0.34310635924339294 END: th(1.5120000000000002E7)=-0.34310635924339294; dx=-3.802484137386266E-9 evalInputDelta=0.3748326748609543 Fitness changed from 0.03172631561756134 to -0.34310635924339294 Iteration 9 complete. Error: -0.34310635924339294 Total: 7.8934; Orientation: 0.2181; Line Search: 5.1491 Adding measurement 2c1b1383 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.571e+03, gradient 2.171e-04, dot -0.359; [a6f89191-d0c8-49f2-b42b-f1450cfce4d1 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.34310635924339294, 8.055324077606201, 9.607885479927063, 10.524999126791954 LBFGS Accumulation History: 3 points Removed measurement 2c1b1383 to history. Total: 3 th(0)=-0.34310635924339294;dx=-4.7022659799343064E-8 Armijo: th(3.2575052513282087E7)=0.2250145971775055; dx=4.812636408449593E-8 evalInputDelta=-0.5681209564208984 New Minimum: -0.34310635924339294 > -0.5026171058416367 WOLF (strong): th(1.6287526256641043E7)=-0.5026171058416367; dx=2.141386881298697E-8 evalInputDelta=0.1595107465982437 New Minimum: -0.5026171058416367 > -0.5576994270086288 END: th(5429175.418880348)=-0.5576994270086288; dx=-1.9939644590993854E-8 evalInputDelta=0.2145930677652359 Fitness changed from -0.34310635924339294 to -0.5576994270086288 Iteration 10 complete. Error: -0.5576994270086288 Total: 12.8417; Orientation: 0.2811; Line Search: 9.8908 Iteration 10 ![Iteration 10](etc/ff321a1f-ad0e-41fa-95c5-1e5dbdae8d8b.jpg) Final threshold in iteration 11: -0.5576994270086288 (> -Infinity) after 119.256s (< 3600.000s)