Reset training subject: 7106125879923 Reset training subject: 7119672252003 Adding measurement 24b0b535 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=8.713045872747898;dx=-4.017360173791164E-7 New Minimum: 8.713045872747898 > 8.713045865297318 WOLFE (weak): th(2.154434690031884)=8.713045865297318; dx=-4.01730001109633E-7 evalInputDelta=7.450580596923828E-9 New Minimum: 8.713045865297318 > 8.713044799864292 WOLFE (weak): th(4.308869380063768)=8.713044799864292; dx=-4.0171648640008864E-7 evalInputDelta=1.0728836059570312E-6 New Minimum: 8.713044799864292 > 8.71304015815258 WOLFE (weak): th(12.926608140191302)=8.71304015815258; dx=-4.0171655074069405E-7 evalInputDelta=5.714595317840576E-6 New Minimum: 8.71304015815258 > 8.713020391762257 WOLFE (weak): th(51.70643256076521)=8.713020391762257; dx=-4.01717079588738E-7 evalInputDelta=2.5480985641479492E-5 New Minimum: 8.713020391762257 > 8.71291971206665 WOLFE (weak): th(258.53216280382605)=8.71291971206665; dx=-4.017093810912743E-7 evalInputDelta=1.2616068124771118E-4 New Minimum: 8.71291971206665 > 8.712287791073322 WOLFE (weak): th(1551.1929768229563)=8.712287791073322; dx=-4.0165575322775944E-7 evalInputDelta=7.580816745758057E-4 New Minimum: 8.712287791073322 > 8.707738891243935 WOLFE (weak): th(10858.350837760694)=8.707738891243935; dx=-4.0135940597824343E-7 evalInputDelta=0.0053069815039634705 New Minimum: 8.707738891243935 > 8.670726537704468 WOLFE (weak): th(86866.80670208555)=8.670726537704468; dx=-3.9846520076166934E-7 evalInputDelta=0.04231933504343033 New Minimum: 8.670726537704468 > 8.346711859107018 WOLFE (weak): th(781801.26031877)=8.346711859107018; dx=-3.6327280032608544E-7 evalInputDelta=0.3663340136408806 New Minimum: 8.346711859107018 > 6.485224798321724 END: th(7818012.6031877)=6.485224798321724; dx=-1.2760845813182142E-7 evalInputDelta=2.227821074426174 Fitness changed from 8.713045872747898 to 6.485224798321724 Iteration 1 complete. Error: 6.485224798321724 Total: 201.0595; Orientation: 0.0656; Line Search: 159.4763 Iteration 1 ![Iteration 1](etc/04ca1ffc-7d48-4d61-a76e-4687f9a118dc.jpg) Adding measurement 7df8ff7a to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=6.485224798321724;dx=-2.039666808921362E-7 New Minimum: 6.485224798321724 > 4.494132943451405 END: th(1.684339755941405E7)=4.494132943451405; dx=-3.6660757701050106E-8 evalInputDelta=1.9910918548703194 Fitness changed from 6.485224798321724 to 4.494132943451405 Iteration 2 complete. Error: 4.494132943451405 Total: 43.4329; Orientation: 0.0647; Line Search: 28.4994 Iteration 2 ![Iteration 2](etc/48538524-1692-4d96-af28-a9a32be64e02.jpg) Adding measurement 7bf0326 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=4.494132943451405;dx=-1.4128603032830247E-7 New Minimum: 4.494132943451405 > 3.5244775116443634 WOLF (strong): th(3.6288E7)=3.5244775116443634; dx=2.4398506197336082E-8 evalInputDelta=0.9696554318070412 New Minimum: 3.5244775116443634 > 3.2578194886446 END: th(1.8144E7)=3.2578194886446; dx=-1.950653290014577E-8 evalInputDelta=1.2363134548068047 Fitness changed from 4.494132943451405 to 3.2578194886446 Iteration 3 complete. Error: 3.2578194886446 Total: 55.6145; Orientation: 0.0660; Line Search: 41.4933 Iteration 3 ![Iteration 3](etc/cc2adc9a-cce7-49b6-ab15-7ff854b8af02.jpg) Adding measurement 5dd5a545 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.067e+04, gradient 2.876e-04, dot -0.584; [6dddee94-9424-4507-a6b3-6cdf5ec0f9a6 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.2578194886446, 4.494132943451405, 6.485224798321724, 8.713045872747898 LBFGS Accumulation History: 3 points Removed measurement 5dd5a545 to history. Total: 3 th(0)=3.2578194886446;dx=-8.269149109689728E-8 New Minimum: 3.2578194886446 > 2.5978344678878784 WOLF (strong): th(3.90900630159385E7)=2.5978344678878784; dx=2.3412863694897537E-8 evalInputDelta=0.6599850207567215 New Minimum: 2.5978344678878784 > 2.362322650849819 END: th(1.954503150796925E7)=2.362322650849819; dx=-1.8449808331307456E-8 evalInputDelta=0.8954968377947807 Fitness changed from 3.2578194886446 to 2.362322650849819 Iteration 4 complete. Error: 2.362322650849819 Total: 58.4880; Orientation: 1.5633; Line Search: 43.3103 Iteration 4 ![Iteration 4](etc/4ce04046-40ab-4dba-8fe3-85730b9b770d.jpg) Adding measurement 17adf098 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.137e+04, gradient 2.322e-04, dot -0.574; [6dddee94-9424-4507-a6b3-6cdf5ec0f9a6 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.362322650849819, 4.494132943451405, 6.485224798321724, 8.713045872747898 LBFGS Accumulation History: 3 points Removed measurement 17adf098 to history. Total: 3 th(0)=2.362322650849819;dx=-5.393031599249832E-8 New Minimum: 2.362322650849819 > 1.9294715747237206 WOLF (strong): th(4.210849389853513E7)=1.9294715747237206; dx=1.0506746608128068E-8 evalInputDelta=0.43285107612609863 New Minimum: 1.9294715747237206 > 1.7713860720396042 END: th(2.1054246949267566E7)=1.7713860720396042; dx=-7.623986940112635E-9 evalInputDelta=0.590936578810215 Fitness changed from 2.362322650849819 to 1.7713860720396042 Iteration 5 complete. Error: 1.7713860720396042 Total: 57.8743; Orientation: 1.5567; Line Search: 43.5953 Iteration 5 ![Iteration 5](etc/0546caf5-4a51-459d-9a7a-24f60563e59b.jpg) Adding measurement 16eaeed to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.074e+04, gradient 2.314e-04, dot -0.503; [6dddee94-9424-4507-a6b3-6cdf5ec0f9a6 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.7713860720396042, 4.494132943451405, 6.485224798321724, 8.713045872747898 LBFGS Accumulation History: 3 points Removed measurement 16eaeed to history. Total: 3 th(0)=1.7713860720396042;dx=-5.356342877636943E-8 Armijo: th(4.536000000000001E7)=1.9063041359186172; dx=2.5352251701189754E-8 evalInputDelta=-0.13491806387901306 New Minimum: 1.7713860720396042 > 1.3973885998129845 END: th(2.2680000000000004E7)=1.3973885998129845; dx=-9.065550684019899E-10 evalInputDelta=0.3739974722266197 Fitness changed from 1.7713860720396042 to 1.3973885998129845 Iteration 6 complete. Error: 1.3973885998129845 Total: 58.2893; Orientation: 1.5406; Line Search: 43.1560 Adding measurement 1b46b1b4 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.797e+03, gradient 2.070e-04, dot -0.472; [6dddee94-9424-4507-a6b3-6cdf5ec0f9a6 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.3973885998129845, 4.494132943451405, 6.485224798321724, 8.713045872747898 LBFGS Accumulation History: 3 points Removed measurement 1b46b1b4 to history. Total: 3 th(0)=1.3973885998129845;dx=-4.28598787858229E-8 Armijo: th(4.8862578769923136E7)=1.5995677635073662; dx=2.120026184431544E-8 evalInputDelta=-0.2021791636943817 New Minimum: 1.3973885998129845 > 1.0666384920477867 WOLF (strong): th(2.4431289384961568E7)=1.0666384920477867; dx=4.596718347899959E-9 evalInputDelta=0.33075010776519775 END: th(8143763.128320523)=1.1227195113897324; dx=-1.9031528316368248E-8 evalInputDelta=0.2746690884232521 Fitness changed from 1.3973885998129845 to 1.0666384920477867 Iteration 7 complete. Error: 1.0666384920477867 Total: 74.0188; Orientation: 1.5405; Line Search: 58.3430 Adding measurement 1c9288d6 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.265e+03, gradient 2.346e-04, dot -0.402; [6dddee94-9424-4507-a6b3-6cdf5ec0f9a6 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.0666384920477867, 4.494132943451405, 6.485224798321724, 8.713045872747898 LBFGS Accumulation History: 3 points Removed measurement 1c9288d6 to history. Total: 3 th(0)=1.0666384920477867;dx=-5.502500496918734E-8 New Minimum: 1.0666384920477867 > 0.7904808595776558 END: th(1.754520579105631E7)=0.7904808595776558; dx=-4.648559349150405E-9 evalInputDelta=0.2761576324701309 Fitness changed from 1.0666384920477867 to 0.7904808595776558 Iteration 8 complete. Error: 0.7904808595776558 Total: 45.0324; Orientation: 1.5351; Line Search: 28.4824 Adding measurement 50124d12 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.212e+03, gradient 1.650e-04, dot -0.462; [6dddee94-9424-4507-a6b3-6cdf5ec0f9a6 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.7904808595776558, 4.494132943451405, 6.485224798321724, 8.713045872747898 LBFGS Accumulation History: 3 points Removed measurement 50124d12 to history. Total: 3 th(0)=0.7904808595776558;dx=-2.7235055460899075E-8 Armijo: th(3.7800000000000015E7)=1.1174487173557281; dx=2.2418144187880063E-8 evalInputDelta=-0.32696785777807236 New Minimum: 0.7904808595776558 > 0.679730162024498 WOLF (strong): th(1.8900000000000007E7)=0.679730162024498; dx=8.598099827939432E-9 evalInputDelta=0.1107506975531578 New Minimum: 0.679730162024498 > 0.6527133360505104 END: th(6300000.000000003)=0.6527133360505104; dx=-1.2658782262361293E-8 evalInputDelta=0.13776752352714539 Fitness changed from 0.7904808595776558 to 0.6527133360505104 Iteration 9 complete. Error: 0.6527133360505104 Total: 72.4351; Orientation: 1.5413; Line Search: 56.7823 Adding measurement 1f78d4e8 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.614e+03, gradient 1.229e-04, dot -0.534; [6dddee94-9424-4507-a6b3-6cdf5ec0f9a6 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.6527133360505104, 4.494132943451405, 6.485224798321724, 8.713045872747898 LBFGS Accumulation History: 3 points Removed measurement 1f78d4e8 to history. Total: 3 th(0)=0.6527133360505104;dx=-1.5094575701285865E-8 New Minimum: 0.6527133360505104 > 0.5166931226849556 END: th(1.3572938547200873E7)=0.5166931226849556; dx=-9.012926766273764E-9 evalInputDelta=0.1360202133655548 Fitness changed from 0.6527133360505104 to 0.5166931226849556 Iteration 10 complete. Error: 0.5166931226849556 Total: 44.5235; Orientation: 1.5349; Line Search: 29.1947 Iteration 10 ![Iteration 10](etc/aa71fc62-09d0-4765-b41f-a9817b42fc02.jpg) Final threshold in iteration 11: 0.5166931226849556 (> -Infinity) after 711.061s (< 3600.000s)