Reset training subject: 17820534489603 Reset training subject: 17832565406501 Adding measurement 52c37d58 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=6.71073754131794;dx=-1.2499622437216774E-6 New Minimum: 6.71073754131794 > 6.710728831589222 WOLFE (weak): th(2.154434690031884)=6.710728831589222; dx=-1.1834072930146489E-6 evalInputDelta=8.709728717803955E-6 New Minimum: 6.710728831589222 > 6.710720017552376 WOLFE (weak): th(4.308869380063768)=6.710720017552376; dx=-1.2015780879645877E-6 evalInputDelta=1.7523765563964844E-5 New Minimum: 6.710720017552376 > 6.7106854766607285 WOLFE (weak): th(12.926608140191302)=6.7106854766607285; dx=-1.236415803760033E-6 evalInputDelta=5.206465721130371E-5 New Minimum: 6.7106854766607285 > 6.71052873134613 WOLFE (weak): th(51.70643256076521)=6.71052873134613; dx=-1.1583215266572776E-6 evalInputDelta=2.088099718093872E-4 New Minimum: 6.71052873134613 > 6.709697216749191 WOLFE (weak): th(258.53216280382605)=6.709697216749191; dx=-1.2332369613806846E-6 evalInputDelta=0.0010403245687484741 New Minimum: 6.709697216749191 > 6.704499080777168 WOLFE (weak): th(1551.1929768229563)=6.704499080777168; dx=-1.2422987547925718E-6 evalInputDelta=0.006238460540771484 New Minimum: 6.704499080777168 > 6.665942497551441 WOLFE (weak): th(10858.350837760694)=6.665942497551441; dx=-1.2362437316433571E-6 evalInputDelta=0.044795043766498566 New Minimum: 6.665942497551441 > 6.3637717589735985 WOLFE (weak): th(86866.80670208555)=6.3637717589735985; dx=-1.1541351259993857E-6 evalInputDelta=0.3469657823443413 New Minimum: 6.3637717589735985 > 4.747414201498032 END: th(781801.26031877)=4.747414201498032; dx=-3.3131454986769066E-7 evalInputDelta=1.9633233398199081 Fitness changed from 6.71073754131794 to 4.747414201498032 Iteration 1 complete. Error: 4.747414201498032 Total: 157.7334; Orientation: 0.0085; Line Search: 120.9986 Iteration 1 ![Iteration 1](etc/a1b6c185-fd23-470b-a2d5-a872f7b0f534.jpg) Adding measurement 7e311067 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=4.747414201498032;dx=-1.032092974617901E-6 New Minimum: 4.747414201498032 > 3.2314508110284805 END: th(1684339.7559414052)=3.2314508110284805; dx=-9.42107067945214E-8 evalInputDelta=1.515963390469551 Fitness changed from 4.747414201498032 to 3.2314508110284805 Iteration 2 complete. Error: 3.2314508110284805 Total: 36.0385; Orientation: 0.0083; Line Search: 24.3365 Iteration 2 ![Iteration 2](etc/1bdcb322-74b0-4b7c-9e0d-0d91d7353033.jpg) Adding measurement 427c57af to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=3.2314508110284805;dx=-4.942155384659248E-7 New Minimum: 3.2314508110284805 > 3.183290585875511 WOLF (strong): th(3628800.0)=3.183290585875511; dx=9.454711525380291E-8 evalInputDelta=0.04816022515296936 New Minimum: 3.183290585875511 > 2.427070841193199 WOLF (strong): th(1814400.0)=2.427070841193199; dx=7.609176200069888E-8 evalInputDelta=0.8043799698352814 END: th(604800.0)=2.563581570982933; dx=-2.3059996857510787E-7 evalInputDelta=0.6678692400455475 Fitness changed from 3.2314508110284805 to 2.427070841193199 Iteration 3 complete. Error: 2.427070841193199 Total: 59.9903; Orientation: 0.0086; Line Search: 47.6850 Iteration 3 ![Iteration 3](etc/c9dd6adc-c3a4-4fb5-9316-422c4691ac70.jpg) Adding measurement 4ee6e0a8 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.323e+03, gradient 7.304e-04, dot -0.414; [6563e898-c8a6-40bf-b520-86246a6ae66c = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.427070841193199, 3.2314508110284805, 4.747414201498032, 6.71073754131794 LBFGS Accumulation History: 3 points Removed measurement 4ee6e0a8 to history. Total: 3 th(0)=2.427070841193199;dx=-5.026725244952108E-7 New Minimum: 2.427070841193199 > 1.7346683591604233 WOLF (strong): th(1303002.1005312833)=1.7346683591604233; dx=1.161832117575061E-8 evalInputDelta=0.6924024820327759 END: th(651501.0502656417)=1.8372235298156738; dx=-1.6024556652309682E-7 evalInputDelta=0.5898473113775253 Fitness changed from 2.427070841193199 to 1.7346683591604233 Iteration 4 complete. Error: 1.7346683591604233 Total: 48.5735; Orientation: 0.2242; Line Search: 35.6780 Iteration 4 ![Iteration 4](etc/adab8648-f530-4dea-8563-4e6608cc9cfd.jpg) Adding measurement 42a26ef3 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.619e+03, gradient 4.690e-04, dot -0.492; [6563e898-c8a6-40bf-b520-86246a6ae66c = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.7346683591604233, 3.2314508110284805, 4.747414201498032, 6.71073754131794 LBFGS Accumulation History: 3 points Removed measurement 42a26ef3 to history. Total: 3 th(0)=1.7346683591604233;dx=-2.1046322571167186E-7 New Minimum: 1.7346683591604233 > 1.2757565081119537 END: th(1403616.4632845044)=1.2757565081119537; dx=-4.2740670498354104E-8 evalInputDelta=0.45891185104846954 Fitness changed from 1.7346683591604233 to 1.2757565081119537 Iteration 5 complete. Error: 1.2757565081119537 Total: 36.0284; Orientation: 0.2214; Line Search: 24.1158 Iteration 5 ![Iteration 5](etc/48722bb4-d824-4816-a715-f2bdb38f5a80.jpg) Adding measurement 66fcb64 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.615e+03, gradient 3.790e-04, dot -0.521; [6563e898-c8a6-40bf-b520-86246a6ae66c = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.2757565081119537, 3.2314508110284805, 4.747414201498032, 6.71073754131794 LBFGS Accumulation History: 3 points Removed measurement 66fcb64 to history. Total: 3 th(0)=1.2757565081119537;dx=-1.4093748944631483E-7 New Minimum: 1.2757565081119537 > 1.036516472697258 WOLF (strong): th(3024000.0)=1.036516472697258; dx=1.6825676047069446E-8 evalInputDelta=0.23924003541469574 New Minimum: 1.036516472697258 > 0.9925069361925125 END: th(1512000.0)=0.9925069361925125; dx=-2.9728863184443552E-8 evalInputDelta=0.2832495719194412 Fitness changed from 1.2757565081119537 to 0.9925069361925125 Iteration 6 complete. Error: 0.9925069361925125 Total: 49.2060; Orientation: 0.3408; Line Search: 36.5372 Adding measurement c9c3b37 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.296e+03, gradient 3.935e-04, dot -0.543; [6563e898-c8a6-40bf-b520-86246a6ae66c = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.9925069361925125, 3.2314508110284805, 4.747414201498032, 6.71073754131794 LBFGS Accumulation History: 3 points Removed measurement c9c3b37 to history. Total: 3 th(0)=0.9925069361925125;dx=-1.4865156455453077E-7 Armijo: th(3257505.2513282085)=1.2673363983631134; dx=6.73869559351312E-8 evalInputDelta=-0.2748294621706009 New Minimum: 0.9925069361925125 > 0.8372560143470764 WOLF (strong): th(1628752.6256641042)=0.8372560143470764; dx=5.318142055021208E-8 evalInputDelta=0.1552509218454361 New Minimum: 0.8372560143470764 > 0.8329710364341736 END: th(542917.5418880348)=0.8329710364341736; dx=-7.388775087794557E-8 evalInputDelta=0.15953589975833893 Fitness changed from 0.9925069361925125 to 0.8329710364341736 Iteration 7 complete. Error: 0.8329710364341736 Total: 60.2883; Orientation: 0.2293; Line Search: 48.2265 Adding measurement 3dbef0bc to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.143e+03, gradient 2.898e-04, dot -0.655; [6563e898-c8a6-40bf-b520-86246a6ae66c = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.8329710364341736, 3.2314508110284805, 4.747414201498032, 6.71073754131794 LBFGS Accumulation History: 3 points Removed measurement 3dbef0bc to history. Total: 3 th(0)=0.8329710364341736;dx=-7.936716142405095E-8 New Minimum: 0.8329710364341736 > 0.641073152422905 END: th(1169680.3860704205)=0.641073152422905; dx=-5.803343838285696E-8 evalInputDelta=0.19189788401126862 Fitness changed from 0.8329710364341736 to 0.641073152422905 Iteration 8 complete. Error: 0.641073152422905 Total: 41.5516; Orientation: 0.5541; Line Search: 24.2878 Adding measurement 5207d1be to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.150e+03, gradient 2.842e-04, dot -0.629; [6563e898-c8a6-40bf-b520-86246a6ae66c = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.641073152422905, 3.2314508110284805, 4.747414201498032, 6.71073754131794 LBFGS Accumulation History: 3 points Removed measurement 5207d1be to history. Total: 3 th(0)=0.641073152422905;dx=-7.693052441231868E-8 New Minimum: 0.641073152422905 > 0.4073836952447891 END: th(2520000.0000000005)=0.4073836952447891; dx=-2.186712008862608E-8 evalInputDelta=0.23368945717811584 Fitness changed from 0.641073152422905 to 0.4073836952447891 Iteration 9 complete. Error: 0.4073836952447891 Total: 36.0889; Orientation: 0.2820; Line Search: 23.9772 Adding measurement 625f84e2 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.248e+03, gradient 3.573e-04, dot -0.468; [6563e898-c8a6-40bf-b520-86246a6ae66c = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.4073836952447891, 3.2314508110284805, 4.747414201498032, 6.71073754131794 LBFGS Accumulation History: 3 points Removed measurement 625f84e2 to history. Total: 3 th(0)=0.4073836952447891;dx=-1.2341185449483238E-7 Armijo: th(5429175.418880348)=1.4048681855201721; dx=6.602929163416805E-8 evalInputDelta=-0.997484490275383 Armijo: th(2714587.709440174)=0.6370468437671661; dx=7.399580684291219E-8 evalInputDelta=-0.22966314852237701 New Minimum: 0.4073836952447891 > 0.26999321579933167 WOLF (strong): th(904862.5698133913)=0.26999321579933167; dx=6.523503237939606E-9 evalInputDelta=0.13739047944545746 END: th(226215.64245334783)=0.33673328161239624; dx=-8.800973754075195E-8 evalInputDelta=0.07065041363239288 Fitness changed from 0.4073836952447891 to 0.26999321579933167 Iteration 10 complete. Error: 0.26999321579933167 Total: 72.7456; Orientation: 0.2161; Line Search: 60.2643 Iteration 10 ![Iteration 10](etc/6179a621-9392-4179-90e0-648adb057dde.jpg) Final threshold in iteration 11: 0.26999321579933167 (> -Infinity) after 598.362s (< 1800.000s)