Reset training subject: 2283729737855 Reset training subject: 2292693382547 Adding measurement 357a385d to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=8.192497469484806;dx=-7.89631236002202E-8 New Minimum: 8.192497469484806 > 8.192497320473194 WOLFE (weak): th(2.154434690031884)=8.192497320473194; dx=-7.894964838343479E-8 evalInputDelta=1.4901161193847656E-7 New Minimum: 8.192497320473194 > 8.19249726086855 WOLFE (weak): th(4.308869380063768)=8.19249726086855; dx=-7.894245887388015E-8 evalInputDelta=2.086162567138672E-7 New Minimum: 8.19249726086855 > 8.192496210336685 WOLFE (weak): th(12.926608140191302)=8.192496210336685; dx=-7.895264142329159E-8 evalInputDelta=1.259148120880127E-6 New Minimum: 8.192496210336685 > 8.192491322755814 WOLFE (weak): th(51.70643256076521)=8.192491322755814; dx=-7.894173831972129E-8 evalInputDelta=6.146728992462158E-6 New Minimum: 8.192491322755814 > 8.192467376589775 WOLFE (weak): th(258.53216280382605)=8.192467376589775; dx=-7.894438968209404E-8 evalInputDelta=3.0092895030975342E-5 New Minimum: 8.192467376589775 > 8.192315131425858 WOLFE (weak): th(1551.1929768229563)=8.192315131425858; dx=-7.895325942410942E-8 evalInputDelta=1.8233805894851685E-4 New Minimum: 8.192315131425858 > 8.191219337284565 WOLFE (weak): th(10858.350837760694)=8.191219337284565; dx=-7.89478004564919E-8 evalInputDelta=0.0012781322002410889 New Minimum: 8.191219337284565 > 8.18226470798254 WOLFE (weak): th(86866.80670208555)=8.18226470798254; dx=-7.889276104477821E-8 evalInputDelta=0.01023276150226593 New Minimum: 8.18226470798254 > 8.099823124706745 WOLFE (weak): th(781801.26031877)=8.099823124706745; dx=-7.866789376725046E-8 evalInputDelta=0.09267434477806091 New Minimum: 8.099823124706745 > 7.272027976810932 END: th(7818012.6031877)=7.272027976810932; dx=-6.73384130382946E-8 evalInputDelta=0.9204694926738739 Fitness changed from 8.192497469484806 to 7.272027976810932 Iteration 1 complete. Error: 7.272027976810932 Total: 126.4158; Orientation: 0.0490; Line Search: 98.5640 Iteration 1 ![Iteration 1](etc/290b40ce-fbe1-454e-9f0b-4874abda7f43.jpg) Adding measurement ebae5 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=7.272027976810932;dx=-7.379359307073719E-8 New Minimum: 7.272027976810932 > 5.487583644688129 END: th(1.684339755941405E7)=5.487583644688129; dx=-4.693550747045812E-8 evalInputDelta=1.7844443321228027 Fitness changed from 7.272027976810932 to 5.487583644688129 Iteration 2 complete. Error: 5.487583644688129 Total: 28.4237; Orientation: 0.0492; Line Search: 19.0799 Iteration 2 ![Iteration 2](etc/d4b534b6-2855-4ec1-a648-7e0b09cafc36.jpg) Adding measurement 392e0944 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=5.487583644688129;dx=-5.961319942632173E-8 New Minimum: 5.487583644688129 > 3.118378683924675 END: th(3.6288E7)=3.118378683924675; dx=-2.1126733534871493E-8 evalInputDelta=2.3692049607634544 Fitness changed from 5.487583644688129 to 3.118378683924675 Iteration 3 complete. Error: 3.118378683924675 Total: 28.2449; Orientation: 0.0483; Line Search: 18.7555 Iteration 3 ![Iteration 3](etc/1e105f78-db87-4ed4-92e2-0bece44ef073.jpg) Adding measurement 28ed9a55 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.272e+04, gradient 1.910e-04, dot -0.521; [dfdf4b8e-022b-4c11-b3f1-4ac6c96e1d3d = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.118378683924675, 5.487583644688129, 7.272027976810932, 8.192497469484806 LBFGS Accumulation History: 3 points Removed measurement 28ed9a55 to history. Total: 3 th(0)=3.118378683924675;dx=-3.643962827077927E-8 New Minimum: 3.118378683924675 > 1.3688383102416992 END: th(7.8180126031877E7)=1.3688383102416992; dx=-6.726323037126601E-10 evalInputDelta=1.7495403736829758 Fitness changed from 3.118378683924675 to 1.3688383102416992 Iteration 4 complete. Error: 1.3688383102416992 Total: 27.6940; Orientation: 0.9765; Line Search: 17.3867 Iteration 4 ![Iteration 4](etc/f633f4d3-f119-4fb0-9744-6609d89f60b7.jpg) Adding measurement 41774a4 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.275e+03, gradient 1.316e-04, dot -0.275; [dfdf4b8e-022b-4c11-b3f1-4ac6c96e1d3d = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.3688383102416992, 5.487583644688129, 7.272027976810932, 8.192497469484806 LBFGS Accumulation History: 3 points Removed measurement 41774a4 to history. Total: 3 th(0)=1.3688383102416992;dx=-1.7313771794048408E-8 Armijo: th(1.6843397559414053E8)=1.400745078921318; dx=9.532423231286527E-9 evalInputDelta=-0.031906768679618835 New Minimum: 1.3688383102416992 > 0.4898267686367035 END: th(8.421698779707026E7)=0.4898267686367035; dx=-8.981451256593174E-11 evalInputDelta=0.8790115416049957 Fitness changed from 1.3688383102416992 to 0.4898267686367035 Iteration 5 complete. Error: 0.4898267686367035 Total: 38.5389; Orientation: 0.9619; Line Search: 27.8563 Iteration 5 ![Iteration 5](etc/92e1ec57-2695-458a-993e-e0c6e89c6431.jpg) Adding measurement 7c38b2ed to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.089e+03, gradient 8.506e-05, dot -0.479; [dfdf4b8e-022b-4c11-b3f1-4ac6c96e1d3d = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.4898267686367035, 5.487583644688129, 7.272027976810932, 8.192497469484806 LBFGS Accumulation History: 3 points Removed measurement 7c38b2ed to history. Total: 3 th(0)=0.4898267686367035;dx=-7.228625571853707E-9 Armijo: th(1.8144000000000003E8)=0.7188991010189056; dx=5.095400556785884E-9 evalInputDelta=-0.22907233238220215 New Minimum: 0.4898267686367035 > 0.1201026439666748 END: th(9.072000000000001E7)=0.1201026439666748; dx=-1.486939173144602E-10 evalInputDelta=0.3697241246700287 Fitness changed from 0.4898267686367035 to 0.1201026439666748 Iteration 6 complete. Error: 0.1201026439666748 Total: 35.9792; Orientation: 0.9727; Line Search: 26.4283 Adding measurement 686e11e8 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.149e+03, gradient 7.341e-05, dot -0.242; [dfdf4b8e-022b-4c11-b3f1-4ac6c96e1d3d = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.1201026439666748, 5.487583644688129, 7.272027976810932, 8.192497469484806 LBFGS Accumulation History: 3 points Removed measurement 686e11e8 to history. Total: 3 th(0)=0.1201026439666748;dx=-5.383982460413634E-9 Armijo: th(1.9545031507969254E8)=1.128800556063652; dx=9.622997605000684E-9 evalInputDelta=-1.0086979120969772 New Minimum: 0.1201026439666748 > 0.017705872654914856 WOLF (strong): th(9.772515753984627E7)=0.017705872654914856; dx=2.43414769524231E-9 evalInputDelta=0.10239677131175995 New Minimum: 0.017705872654914856 > -0.04972103238105774 END: th(3.257505251328209E7)=-0.04972103238105774; dx=-2.626844369415438E-9 evalInputDelta=0.16982367634773254 Fitness changed from 0.1201026439666748 to -0.04972103238105774 Iteration 7 complete. Error: -0.04972103238105774 Total: 45.8669; Orientation: 1.2699; Line Search: 35.7953 Adding measurement 1b6ac980 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.357e+03, gradient 5.120e-05, dot -0.456; [dfdf4b8e-022b-4c11-b3f1-4ac6c96e1d3d = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.04972103238105774, 5.487583644688129, 7.272027976810932, 8.192497469484806 LBFGS Accumulation History: 3 points Removed measurement 1b6ac980 to history. Total: 3 th(0)=-0.04972103238105774;dx=-2.617459756172816E-9 New Minimum: -0.04972103238105774 > -0.18449179828166962 END: th(7.018082316422524E7)=-0.18449179828166962; dx=-1.438120840678043E-9 evalInputDelta=0.13477076590061188 Fitness changed from -0.04972103238105774 to -0.18449179828166962 Iteration 8 complete. Error: -0.18449179828166962 Total: 28.9842; Orientation: 0.9723; Line Search: 19.1402 Adding measurement c2bae32 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.635e+03, gradient 4.527e-05, dot -0.278; [dfdf4b8e-022b-4c11-b3f1-4ac6c96e1d3d = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.18449179828166962, 5.487583644688129, 7.272027976810932, 8.192497469484806 LBFGS Accumulation History: 3 points Removed measurement c2bae32 to history. Total: 3 th(0)=-0.18449179828166962;dx=-2.045929752686556E-9 New Minimum: -0.18449179828166962 > -0.27513954043388367 END: th(1.5120000000000006E8)=-0.27513954043388367; dx=-4.4512598601026995E-10 evalInputDelta=0.09064774215221405 Fitness changed from -0.18449179828166962 to -0.27513954043388367 Iteration 9 complete. Error: -0.27513954043388367 Total: 28.6411; Orientation: 0.9529; Line Search: 18.8748 Adding measurement c387fcf to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.110e+03, gradient 5.260e-05, dot -0.489; [dfdf4b8e-022b-4c11-b3f1-4ac6c96e1d3d = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.27513954043388367, 5.487583644688129, 7.272027976810932, 8.192497469484806 LBFGS Accumulation History: 3 points Removed measurement c387fcf to history. Total: 3 th(0)=-0.27513954043388367;dx=-2.7634705332902286E-9 Armijo: th(3.2575052513282096E8)=1.040330708026886; dx=4.959240039214044E-9 evalInputDelta=-1.3154702484607697 Armijo: th(1.6287526256641048E8)=-0.13556167483329773; dx=1.7986252812327922E-9 evalInputDelta=-0.13957786560058594 New Minimum: -0.27513954043388367 > -0.3776446580886841 END: th(5.4291754188803494E7)=-0.3776446580886841; dx=-8.102421131120384E-10 evalInputDelta=0.10250511765480042 Fitness changed from -0.27513954043388367 to -0.3776446580886841 Iteration 10 complete. Error: -0.3776446580886841 Total: 46.7336; Orientation: 0.9605; Line Search: 37.2118 Iteration 10 ![Iteration 10](etc/68bc0b23-bdee-461c-b998-8f94d946ef6a.jpg) Final threshold in iteration 11: -0.3776446580886841 (> -Infinity) after 435.928s (< 3600.000s)