Reset training subject: 5947217317917 Reset training subject: 5955091496991 Adding measurement 135d603f to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=7.412770330905914;dx=-2.167774923132577E-7 New Minimum: 7.412770330905914 > 7.412770062685013 WOLFE (weak): th(2.154434690031884)=7.412770062685013; dx=-2.1397728202190756E-7 evalInputDelta=2.682209014892578E-7 New Minimum: 7.412770062685013 > 7.412769183516502 WOLFE (weak): th(4.308869380063768)=7.412769183516502; dx=-2.1400306659404368E-7 evalInputDelta=1.1473894119262695E-6 New Minimum: 7.412769183516502 > 7.412767395377159 WOLFE (weak): th(12.926608140191302)=7.412767395377159; dx=-2.1404667050027246E-7 evalInputDelta=2.9355287551879883E-6 New Minimum: 7.412767395377159 > 7.412758886814117 WOLFE (weak): th(51.70643256076521)=7.412758886814117; dx=-2.1402001602263633E-7 evalInputDelta=1.1444091796875E-5 New Minimum: 7.412758886814117 > 7.4127132296562195 WOLFE (weak): th(258.53216280382605)=7.4127132296562195; dx=-2.1401523669425476E-7 evalInputDelta=5.710124969482422E-5 New Minimum: 7.4127132296562195 > 7.4124287366867065 WOLFE (weak): th(1551.1929768229563)=7.4124287366867065; dx=-2.1400643609788973E-7 evalInputDelta=3.4159421920776367E-4 New Minimum: 7.4124287366867065 > 7.410380378365517 WOLFE (weak): th(10858.350837760694)=7.410380378365517; dx=-2.137115164781832E-7 evalInputDelta=0.002389952540397644 New Minimum: 7.410380378365517 > 7.393672093749046 WOLFE (weak): th(86866.80670208555)=7.393672093749046; dx=-2.135234059202955E-7 evalInputDelta=0.01909823715686798 New Minimum: 7.393672093749046 > 7.243523061275482 WOLFE (weak): th(781801.26031877)=7.243523061275482; dx=-2.0706661034112785E-7 evalInputDelta=0.16924726963043213 New Minimum: 7.243523061275482 > 6.070567473769188 END: th(7818012.6031877)=6.070567473769188; dx=-1.335287321881954E-7 evalInputDelta=1.3422028571367264 Fitness changed from 7.412770330905914 to 6.070567473769188 Iteration 1 complete. Error: 6.070567473769188 Total: 117.3039; Orientation: 0.0357; Line Search: 92.5969 Iteration 1 ![Iteration 1](etc/901dbd09-eae0-4cbc-b108-56a355f07f70.jpg) Adding measurement 465b304a to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=6.070567473769188;dx=-1.4717814355091823E-7 New Minimum: 6.070567473769188 > 4.668923228979111 END: th(1.684339755941405E7)=4.668923228979111; dx=-6.181224442615398E-8 evalInputDelta=1.4016442447900772 Fitness changed from 6.070567473769188 to 4.668923228979111 Iteration 2 complete. Error: 4.668923228979111 Total: 24.1739; Orientation: 0.0356; Line Search: 15.7708 Iteration 2 ![Iteration 2](etc/66ad38a6-7136-4b00-8511-97240a6bd541.jpg) Adding measurement 571bdf67 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=4.668923228979111;dx=-9.989674480754256E-8 New Minimum: 4.668923228979111 > 3.399738520383835 END: th(3.6288E7)=3.399738520383835; dx=-2.302005401479946E-8 evalInputDelta=1.2691847085952759 Fitness changed from 4.668923228979111 to 3.399738520383835 Iteration 3 complete. Error: 3.399738520383835 Total: 26.7727; Orientation: 0.0351; Line Search: 17.3316 Iteration 3 ![Iteration 3](etc/7df7be56-1d81-4f98-8988-a12e7dd6529e.jpg) Adding measurement 407ecde0 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.734e+04, gradient 2.832e-04, dot -0.444; [309dca31-5c63-47e5-b1ec-ef3a5f5ea7b5 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.399738520383835, 4.668923228979111, 6.070567473769188, 7.412770330905914 LBFGS Accumulation History: 3 points Removed measurement 407ecde0 to history. Total: 3 th(0)=3.399738520383835;dx=-7.98364973540886E-8 New Minimum: 3.399738520383835 > 2.7394102811813354 END: th(7.8180126031877E7)=2.7394102811813354; dx=-4.810063466904425E-9 evalInputDelta=0.6603282392024994 Fitness changed from 3.399738520383835 to 2.7394102811813354 Iteration 4 complete. Error: 2.7394102811813354 Total: 26.4829; Orientation: 0.8585; Line Search: 17.7697 Iteration 4 ![Iteration 4](etc/729dac32-60f1-41f0-8508-16fbbe727e4f.jpg) Adding measurement 23539ad3 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.315e+04, gradient 2.449e-04, dot -0.317; [309dca31-5c63-47e5-b1ec-ef3a5f5ea7b5 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.7394102811813354, 4.668923228979111, 6.070567473769188, 7.412770330905914 LBFGS Accumulation History: 3 points Removed measurement 23539ad3 to history. Total: 3 th(0)=2.7394102811813354;dx=-5.990682797342987E-8 Armijo: th(1.6843397559414053E8)=3.6497069895267487; dx=6.116625319866907E-9 evalInputDelta=-0.9102967083454132 New Minimum: 2.7394102811813354 > 1.5274912118911743 END: th(8.421698779707026E7)=1.5274912118911743; dx=-3.5784409357293384E-9 evalInputDelta=1.2119190692901611 Fitness changed from 2.7394102811813354 to 1.5274912118911743 Iteration 5 complete. Error: 1.5274912118911743 Total: 33.5986; Orientation: 0.8195; Line Search: 24.3808 Iteration 5 ![Iteration 5](etc/4a0ac559-acdb-47b3-8d40-dba3f74b2ebc.jpg) Adding measurement 72776e60 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.859e+03, gradient 1.734e-04, dot -0.286; [309dca31-5c63-47e5-b1ec-ef3a5f5ea7b5 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.5274912118911743, 4.668923228979111, 6.070567473769188, 7.412770330905914 LBFGS Accumulation History: 3 points Removed measurement 72776e60 to history. Total: 3 th(0)=1.5274912118911743;dx=-3.002409692465236E-8 Armijo: th(1.8144000000000003E8)=1.947777658700943; dx=3.4983802822917925E-9 evalInputDelta=-0.4202864468097687 New Minimum: 1.5274912118911743 > 0.6402575075626373 END: th(9.072000000000001E7)=0.6402575075626373; dx=-4.293802600968729E-9 evalInputDelta=0.887233704328537 Fitness changed from 1.5274912118911743 to 0.6402575075626373 Iteration 6 complete. Error: 0.6402575075626373 Total: 33.6161; Orientation: 0.8306; Line Search: 24.1865 Adding measurement 7221a983 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.146e+03, gradient 1.390e-04, dot -0.275; [309dca31-5c63-47e5-b1ec-ef3a5f5ea7b5 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.6402575075626373, 4.668923228979111, 6.070567473769188, 7.412770330905914 LBFGS Accumulation History: 3 points Removed measurement 7221a983 to history. Total: 3 th(0)=0.6402575075626373;dx=-1.9300571802885068E-8 Armijo: th(1.9545031507969254E8)=1.2679426670074463; dx=2.757801734907572E-9 evalInputDelta=-0.627685159444809 New Minimum: 0.6402575075626373 > 0.11786273121833801 END: th(9.772515753984627E7)=0.11786273121833801; dx=-2.7713296083211926E-9 evalInputDelta=0.5223947763442993 Fitness changed from 0.6402575075626373 to 0.11786273121833801 Iteration 7 complete. Error: 0.11786273121833801 Total: 34.8296; Orientation: 0.8055; Line Search: 25.2697 Adding measurement 6d29324e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.993e+03, gradient 1.225e-04, dot -0.260; [309dca31-5c63-47e5-b1ec-ef3a5f5ea7b5 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.11786273121833801, 4.668923228979111, 6.070567473769188, 7.412770330905914 LBFGS Accumulation History: 3 points Removed measurement 6d29324e to history. Total: 3 th(0)=0.11786273121833801;dx=-1.499521704568019E-8 Armijo: th(2.1054246949267572E8)=1.065590262413025; dx=2.8402327202846183E-9 evalInputDelta=-0.9477275311946869 New Minimum: 0.11786273121833801 > -0.13522183895111084 END: th(1.0527123474633786E8)=-0.13522183895111084; dx=-1.1810358202474191E-9 evalInputDelta=0.25308457016944885 Fitness changed from 0.11786273121833801 to -0.13522183895111084 Iteration 8 complete. Error: -0.13522183895111084 Total: 33.7748; Orientation: 0.8058; Line Search: 24.9529 Adding measurement 4becc137 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.044e+03, gradient 1.174e-04, dot -0.247; [309dca31-5c63-47e5-b1ec-ef3a5f5ea7b5 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.13522183895111084, 4.668923228979111, 6.070567473769188, 7.412770330905914 LBFGS Accumulation History: 3 points Removed measurement 4becc137 to history. Total: 3 th(0)=-0.13522183895111084;dx=-1.3742154111838684E-8 Armijo: th(2.268000000000001E8)=1.1772772073745728; dx=3.446689927854821E-9 evalInputDelta=-1.3124990463256836 New Minimum: -0.13522183895111084 > -0.23371759057044983 WOLF (strong): th(1.1340000000000004E8)=-0.23371759057044983; dx=7.933199430320349E-11 evalInputDelta=0.09849575161933899 New Minimum: -0.23371759057044983 > -0.45857539772987366 END: th(3.7800000000000015E7)=-0.45857539772987366; dx=-7.445264647243867E-9 evalInputDelta=0.3233535587787628 Fitness changed from -0.13522183895111084 to -0.45857539772987366 Iteration 9 complete. Error: -0.45857539772987366 Total: 43.9821; Orientation: 0.8041; Line Search: 34.1190 Adding measurement 11c2ff24 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.610e+03, gradient 9.047e-05, dot -0.278; [309dca31-5c63-47e5-b1ec-ef3a5f5ea7b5 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.45857539772987366, 4.668923228979111, 6.070567473769188, 7.412770330905914 LBFGS Accumulation History: 3 points Removed measurement 11c2ff24 to history. Total: 3 th(0)=-0.45857539772987366;dx=-8.167242562856843E-9 New Minimum: -0.45857539772987366 > -0.6635766327381134 END: th(8.143763128320524E7)=-0.6635766327381134; dx=-3.147752803001725E-9 evalInputDelta=0.20500123500823975 Fitness changed from -0.45857539772987366 to -0.6635766327381134 Iteration 10 complete. Error: -0.6635766327381134 Total: 24.9771; Orientation: 1.1802; Line Search: 15.7896 Iteration 10 ![Iteration 10](etc/970a0d6f-13e9-4fb6-a92a-cf08e1f819fa.jpg) Final threshold in iteration 11: -0.6635766327381134 (> -Infinity) after 399.759s (< 3600.000s)