Reset training subject: 9896860233013 Reset training subject: 9912482808899 Adding measurement 6a0b79b8 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=8.371294260025024;dx=-4.2160934349201246E-7 New Minimum: 8.371294260025024 > 8.371294058859348 WOLFE (weak): th(2.154434690031884)=8.371294058859348; dx=-4.2132636486761523E-7 evalInputDelta=2.0116567611694336E-7 New Minimum: 8.371294058859348 > 8.37129283696413 WOLFE (weak): th(4.308869380063768)=8.37129283696413; dx=-4.2132617102249895E-7 evalInputDelta=1.4230608940124512E-6 New Minimum: 8.37129283696413 > 8.371287770569324 WOLFE (weak): th(12.926608140191302)=8.371287770569324; dx=-4.213252801385562E-7 evalInputDelta=6.489455699920654E-6 New Minimum: 8.371287770569324 > 8.371267266571522 WOLFE (weak): th(51.70643256076521)=8.371267266571522; dx=-4.2132485097419613E-7 evalInputDelta=2.699345350265503E-5 New Minimum: 8.371267266571522 > 8.371160328388214 WOLFE (weak): th(258.53216280382605)=8.371160328388214; dx=-4.213008432561253E-7 evalInputDelta=1.3393163681030273E-4 New Minimum: 8.371160328388214 > 8.370490685105324 WOLFE (weak): th(1551.1929768229563)=8.370490685105324; dx=-4.2122388677069296E-7 evalInputDelta=8.035749197006226E-4 New Minimum: 8.370490685105324 > 8.365673020482063 WOLFE (weak): th(10858.350837760694)=8.365673020482063; dx=-4.2072270229196043E-7 evalInputDelta=0.005621239542961121 New Minimum: 8.365673020482063 > 8.326500989496708 WOLFE (weak): th(86866.80670208555)=8.326500989496708; dx=-4.1724349689560544E-7 evalInputDelta=0.0447932705283165 New Minimum: 8.326500989496708 > 7.986078001558781 END: th(781801.26031877)=7.986078001558781; dx=-3.7439737425744504E-7 evalInputDelta=0.38521625846624374 Fitness changed from 8.371294260025024 to 7.986078001558781 Iteration 1 complete. Error: 7.986078001558781 Total: 191.4595; Orientation: 0.0687; Line Search: 147.0729 Iteration 1 ![Iteration 1](etc/a5054216-43b4-49c9-a4eb-b07cce8ca58f.jpg) Adding measurement 71f43f49 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=7.986078001558781;dx=-3.5798965360318836E-7 New Minimum: 7.986078001558781 > 7.32331420481205 END: th(1684339.7559414052)=7.32331420481205; dx=-2.8087176706177793E-7 evalInputDelta=0.6627637967467308 Fitness changed from 7.986078001558781 to 7.32331420481205 Iteration 2 complete. Error: 7.32331420481205 Total: 41.5898; Orientation: 0.0685; Line Search: 28.0235 Iteration 2 ![Iteration 2](etc/715cbf43-db2a-46df-81ea-0abe25bff5b3.jpg) Adding measurement 1b88c444 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=7.32331420481205;dx=-2.75397639559868E-7 New Minimum: 7.32331420481205 > 6.322017803788185 END: th(3628800.0)=6.322017803788185; dx=-1.9158088494695737E-7 evalInputDelta=1.0012964010238647 Fitness changed from 7.32331420481205 to 6.322017803788185 Iteration 3 complete. Error: 6.322017803788185 Total: 44.9547; Orientation: 0.0695; Line Search: 29.4634 Iteration 3 ![Iteration 3](etc/f7244e8e-cf9a-4e54-aeed-32b243ce7da7.jpg) Adding measurement 7d689e33 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.131e+04, gradient 4.461e-04, dot -0.846; [a9574349-db58-4d67-b892-a4a6d0a91324 = 1.000/1.000e+00] Orientation rejected. Popping history element from 6.322017803788185, 7.32331420481205, 7.986078001558781, 8.371294260025024 LBFGS Accumulation History: 3 points Removed measurement 7d689e33 to history. Total: 3 th(0)=6.322017803788185;dx=-1.989677715628767E-7 New Minimum: 6.322017803788185 > 4.977540567517281 END: th(7818012.6031877)=4.977540567517281; dx=-1.0745783395398206E-7 evalInputDelta=1.3444772362709045 Fitness changed from 6.322017803788185 to 4.977540567517281 Iteration 4 complete. Error: 4.977540567517281 Total: 45.4380; Orientation: 1.6094; Line Search: 28.7317 Iteration 4 ![Iteration 4](etc/7c2b53e7-bad0-4c74-aed6-442ae52e37fe.jpg) Adding measurement 17c40425 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.808e+03, gradient 3.560e-04, dot -0.713; [a9574349-db58-4d67-b892-a4a6d0a91324 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.977540567517281, 7.32331420481205, 7.986078001558781, 8.371294260025024 LBFGS Accumulation History: 3 points Removed measurement 17c40425 to history. Total: 3 th(0)=4.977540567517281;dx=-1.2671908417535353E-7 New Minimum: 4.977540567517281 > 3.4710932075977325 END: th(1.684339755941405E7)=3.4710932075977325; dx=-4.739551055967571E-8 evalInputDelta=1.506447359919548 Fitness changed from 4.977540567517281 to 3.4710932075977325 Iteration 5 complete. Error: 3.4710932075977325 Total: 45.1304; Orientation: 1.6307; Line Search: 30.1695 Iteration 5 ![Iteration 5](etc/dae935b0-7b04-43ea-9992-f242d4d9a99a.jpg) Adding measurement 4c93aafc to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.381e+03, gradient 2.916e-04, dot -0.522; [a9574349-db58-4d67-b892-a4a6d0a91324 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.4710932075977325, 7.32331420481205, 7.986078001558781, 8.371294260025024 LBFGS Accumulation History: 3 points Removed measurement 4c93aafc to history. Total: 3 th(0)=3.4710932075977325;dx=-8.504482372566687E-8 New Minimum: 3.4710932075977325 > 2.349021628499031 WOLF (strong): th(3.6288E7)=2.349021628499031; dx=3.020532480208119E-9 evalInputDelta=1.1220715790987015 END: th(1.8144E7)=2.467657446861267; dx=-2.5331186293522307E-8 evalInputDelta=1.0034357607364655 Fitness changed from 3.4710932075977325 to 2.349021628499031 Iteration 6 complete. Error: 2.349021628499031 Total: 57.9180; Orientation: 1.6390; Line Search: 42.5992 Adding measurement 4e6e4351 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.099e+03, gradient 3.450e-04, dot -0.252; [a9574349-db58-4d67-b892-a4a6d0a91324 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.349021628499031, 7.32331420481205, 7.986078001558781, 8.371294260025024 LBFGS Accumulation History: 3 points Removed measurement 4e6e4351 to history. Total: 3 th(0)=2.349021628499031;dx=-1.1903166058876203E-7 New Minimum: 2.349021628499031 > 2.295538417994976 WOLF (strong): th(3.90900630159385E7)=2.295538417994976; dx=4.376452303864722E-8 evalInputDelta=0.05348321050405502 New Minimum: 2.295538417994976 > 1.5988567620515823 WOLF (strong): th(1.954503150796925E7)=1.5988567620515823; dx=1.0340950642449562E-9 evalInputDelta=0.7501648664474487 END: th(6515010.502656416)=1.831180915236473; dx=-3.7163602151256937E-8 evalInputDelta=0.517840713262558 Fitness changed from 2.349021628499031 to 1.5988567620515823 Iteration 7 complete. Error: 1.5988567620515823 Total: 70.9485; Orientation: 1.6105; Line Search: 55.6301 Adding measurement 266c40a6 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.255e+03, gradient 2.169e-04, dot -0.308; [a9574349-db58-4d67-b892-a4a6d0a91324 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.5988567620515823, 7.32331420481205, 7.986078001558781, 8.371294260025024 LBFGS Accumulation History: 3 points Removed measurement 266c40a6 to history. Total: 3 th(0)=1.5988567620515823;dx=-4.705743317649201E-8 New Minimum: 1.5988567620515823 > 1.1593219637870789 END: th(1.4036164632845044E7)=1.1593219637870789; dx=-1.6768725495339135E-8 evalInputDelta=0.4395347982645035 Fitness changed from 1.5988567620515823 to 1.1593219637870789 Iteration 8 complete. Error: 1.1593219637870789 Total: 44.3834; Orientation: 1.6147; Line Search: 28.7683 Adding measurement 41f7fe1f to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.458e+03, gradient 1.744e-04, dot -0.392; [a9574349-db58-4d67-b892-a4a6d0a91324 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.1593219637870789, 7.32331420481205, 7.986078001558781, 8.371294260025024 LBFGS Accumulation History: 3 points Removed measurement 41f7fe1f to history. Total: 3 th(0)=1.1593219637870789;dx=-3.040807454479422E-8 New Minimum: 1.1593219637870789 > 0.9967594817280769 WOLF (strong): th(3.0240000000000004E7)=0.9967594817280769; dx=6.739981240548443E-9 evalInputDelta=0.16256248205900192 New Minimum: 0.9967594817280769 > 0.9095750898122787 END: th(1.5120000000000002E7)=0.9095750898122787; dx=-5.249034714687663E-9 evalInputDelta=0.2497468739748001 Fitness changed from 1.1593219637870789 to 0.9095750898122787 Iteration 9 complete. Error: 0.9095750898122787 Total: 61.2488; Orientation: 1.5859; Line Search: 44.5766 Adding measurement 3aa43cea to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.720e+03, gradient 2.011e-04, dot -0.308; [a9574349-db58-4d67-b892-a4a6d0a91324 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.9095750898122787, 7.32331420481205, 7.986078001558781, 8.371294260025024 LBFGS Accumulation History: 3 points Removed measurement 3aa43cea to history. Total: 3 th(0)=0.9095750898122787;dx=-4.045964844205627E-8 New Minimum: 0.9095750898122787 > 0.7621766924858093 WOLF (strong): th(3.2575052513282087E7)=0.7621766924858093; dx=7.691252597161214E-9 evalInputDelta=0.14739839732646942 END: th(1.6287526256641043E7)=0.7715549767017365; dx=-5.7163896271974155E-9 evalInputDelta=0.1380201131105423 Fitness changed from 0.9095750898122787 to 0.7621766924858093 Iteration 10 complete. Error: 0.7621766924858093 Total: 58.7321; Orientation: 1.7052; Line Search: 42.1030 Iteration 10 ![Iteration 10](etc/269e63cd-a1fb-496c-b617-5825d3e8d96a.jpg) Final threshold in iteration 11: 0.7621766924858093 (> -Infinity) after 662.101s (< 3600.000s)