Reset training subject: 4081526913836 Reset training subject: 4089618508595 Adding measurement 76e2bb0d to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=7.270049259066582;dx=-2.1514199939924025E-7 New Minimum: 7.270049259066582 > 7.270049050450325 WOLFE (weak): th(2.154434690031884)=7.270049050450325; dx=-2.1237656515404324E-7 evalInputDelta=2.086162567138672E-7 New Minimum: 7.270049050450325 > 7.270048409700394 WOLFE (weak): th(4.308869380063768)=7.270048409700394; dx=-2.1238555584111667E-7 evalInputDelta=8.493661880493164E-7 New Minimum: 7.270048409700394 > 7.270046591758728 WOLFE (weak): th(12.926608140191302)=7.270046591758728; dx=-2.1237762379960398E-7 evalInputDelta=2.6673078536987305E-6 New Minimum: 7.270046591758728 > 7.270037978887558 WOLFE (weak): th(51.70643256076521)=7.270037978887558; dx=-2.1235146473027034E-7 evalInputDelta=1.1280179023742676E-5 New Minimum: 7.270037978887558 > 7.2699931263923645 WOLFE (weak): th(258.53216280382605)=7.2699931263923645; dx=-2.1242857328588772E-7 evalInputDelta=5.613267421722412E-5 New Minimum: 7.2699931263923645 > 7.269712030887604 WOLFE (weak): th(1551.1929768229563)=7.269712030887604; dx=-2.1238429800001652E-7 evalInputDelta=3.372281789779663E-4 New Minimum: 7.269712030887604 > 7.267686247825623 WOLFE (weak): th(10858.350837760694)=7.267686247825623; dx=-2.1233423906436468E-7 evalInputDelta=0.0023630112409591675 New Minimum: 7.267686247825623 > 7.251170352101326 WOLFE (weak): th(86866.80670208555)=7.251170352101326; dx=-2.117731360581589E-7 evalInputDelta=0.018878906965255737 New Minimum: 7.251170352101326 > 7.102908104658127 WOLFE (weak): th(781801.26031877)=7.102908104658127; dx=-2.0500597285634783E-7 evalInputDelta=0.1671411544084549 New Minimum: 7.102908104658127 > 5.964738175272942 END: th(7818012.6031877)=5.964738175272942; dx=-1.3179024632405578E-7 evalInputDelta=1.3053110837936401 Fitness changed from 7.270049259066582 to 5.964738175272942 Iteration 1 complete. Error: 5.964738175272942 Total: 117.0937; Orientation: 0.0367; Line Search: 93.0912 Iteration 1 ![Iteration 1](etc/fefe81f8-f552-4946-ae68-1f57cce15cd8.jpg) Adding measurement 2b36b4b7 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=5.964738175272942;dx=-1.4848788753788944E-7 New Minimum: 5.964738175272942 > 4.550325095653534 END: th(1.684339755941405E7)=4.550325095653534; dx=-6.313976681308718E-8 evalInputDelta=1.4144130796194077 Fitness changed from 5.964738175272942 to 4.550325095653534 Iteration 2 complete. Error: 4.550325095653534 Total: 25.0153; Orientation: 0.0363; Line Search: 16.3350 Iteration 2 ![Iteration 2](etc/9da471f7-bb38-439b-b211-c0335768605e.jpg) Adding measurement 4aab39df to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=4.550325095653534;dx=-1.0068298673130729E-7 New Minimum: 4.550325095653534 > 3.314928576350212 END: th(3.6288E7)=3.314928576350212; dx=-2.322565477093633E-8 evalInputDelta=1.2353965193033218 Fitness changed from 4.550325095653534 to 3.314928576350212 Iteration 3 complete. Error: 3.314928576350212 Total: 25.7166; Orientation: 0.0359; Line Search: 16.9887 Iteration 3 ![Iteration 3](etc/f017b372-8f3c-4439-8a55-fbe014903816.jpg) Adding measurement afadbb0 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.758e+04, gradient 2.842e-04, dot -0.440; [5064f76f-384a-49df-b918-d9985a82e70d = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.314928576350212, 4.550325095653534, 5.964738175272942, 7.270049259066582 LBFGS Accumulation History: 3 points Removed measurement afadbb0 to history. Total: 3 th(0)=3.314928576350212;dx=-8.063840206009918E-8 New Minimum: 3.314928576350212 > 2.637178599834442 END: th(7.8180126031877E7)=2.637178599834442; dx=-4.9746951164770245E-9 evalInputDelta=0.67774997651577 Fitness changed from 3.314928576350212 to 2.637178599834442 Iteration 4 complete. Error: 2.637178599834442 Total: 25.2535; Orientation: 0.8197; Line Search: 15.9872 Iteration 4 ![Iteration 4](etc/39012d2a-f804-4733-ba67-ece2b909c4cf.jpg) Adding measurement 22a3214b to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.334e+04, gradient 2.452e-04, dot -0.314; [5064f76f-384a-49df-b918-d9985a82e70d = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.637178599834442, 4.550325095653534, 5.964738175272942, 7.270049259066582 LBFGS Accumulation History: 3 points Removed measurement 22a3214b to history. Total: 3 th(0)=2.637178599834442;dx=-6.004157592161953E-8 Armijo: th(1.6843397559414053E8)=3.6180969178676605; dx=6.156368839438783E-9 evalInputDelta=-0.9809183180332184 New Minimum: 2.637178599834442 > 1.4384552836418152 END: th(8.421698779707026E7)=1.4384552836418152; dx=-3.2056708287840308E-9 evalInputDelta=1.198723316192627 Fitness changed from 2.637178599834442 to 1.4384552836418152 Iteration 5 complete. Error: 1.4384552836418152 Total: 33.9279; Orientation: 0.8141; Line Search: 24.1124 Iteration 5 ![Iteration 5](etc/5927880f-6f45-4d82-8dcb-163a53d58347.jpg) Adding measurement 5e0bd5e3 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.626e+03, gradient 1.735e-04, dot -0.282; [5064f76f-384a-49df-b918-d9985a82e70d = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.4384552836418152, 4.550325095653534, 5.964738175272942, 7.270049259066582 LBFGS Accumulation History: 3 points Removed measurement 5e0bd5e3 to history. Total: 3 th(0)=1.4384552836418152;dx=-3.005704197126091E-8 Armijo: th(1.8144000000000003E8)=1.7608380615711212; dx=3.3162091493091505E-9 evalInputDelta=-0.32238277792930603 New Minimum: 1.4384552836418152 > 0.5214115977287292 END: th(9.072000000000001E7)=0.5214115977287292; dx=-4.399359383545707E-9 evalInputDelta=0.9170436859130859 Fitness changed from 1.4384552836418152 to 0.5214115977287292 Iteration 6 complete. Error: 0.5214115977287292 Total: 33.3214; Orientation: 0.8111; Line Search: 24.1214 Adding measurement 32f42fe4 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.012e+03, gradient 1.369e-04, dot -0.271; [5064f76f-384a-49df-b918-d9985a82e70d = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.5214115977287292, 4.550325095653534, 5.964738175272942, 7.270049259066582 LBFGS Accumulation History: 3 points Removed measurement 32f42fe4 to history. Total: 3 th(0)=0.5214115977287292;dx=-1.872509486045562E-8 Armijo: th(1.9545031507969254E8)=1.099810928106308; dx=2.543750228487915E-9 evalInputDelta=-0.5783993303775787 New Minimum: 0.5214115977287292 > 0.011038750410079956 END: th(9.772515753984627E7)=0.011038750410079956; dx=-2.7229548451436295E-9 evalInputDelta=0.5103728473186493 Fitness changed from 0.5214115977287292 to 0.011038750410079956 Iteration 7 complete. Error: 0.011038750410079956 Total: 33.5921; Orientation: 0.8024; Line Search: 24.4267 Adding measurement 3bfe35fc to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.913e+03, gradient 1.206e-04, dot -0.260; [5064f76f-384a-49df-b918-d9985a82e70d = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.011038750410079956, 4.550325095653534, 5.964738175272942, 7.270049259066582 LBFGS Accumulation History: 3 points Removed measurement 3bfe35fc to history. Total: 3 th(0)=0.011038750410079956;dx=-1.4531069867930618E-8 Armijo: th(2.1054246949267572E8)=0.869448721408844; dx=2.5782013110625262E-9 evalInputDelta=-0.858409970998764 New Minimum: 0.011038750410079956 > -0.26517316699028015 END: th(1.0527123474633786E8)=-0.26517316699028015; dx=-1.4973550304336853E-9 evalInputDelta=0.2762119174003601 Fitness changed from 0.011038750410079956 to -0.26517316699028015 Iteration 8 complete. Error: -0.26517316699028015 Total: 33.7067; Orientation: 1.4537; Line Search: 24.2870 Adding measurement 1f09fd7c to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.857e+03, gradient 1.123e-04, dot -0.247; [5064f76f-384a-49df-b918-d9985a82e70d = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.26517316699028015, 4.550325095653534, 5.964738175272942, 7.270049259066582 LBFGS Accumulation History: 3 points Removed measurement 1f09fd7c to history. Total: 3 th(0)=-0.26517316699028015;dx=-1.2599706634948772E-8 Armijo: th(2.268000000000001E8)=0.8675242364406586; dx=2.994203882822018E-9 evalInputDelta=-1.1326974034309387 New Minimum: -0.26517316699028015 > -0.4070838689804077 END: th(1.1340000000000004E8)=-0.4070838689804077; dx=-3.585148875987373E-10 evalInputDelta=0.14191070199012756 Fitness changed from -0.26517316699028015 to -0.4070838689804077 Iteration 9 complete. Error: -0.4070838689804077 Total: 34.1434; Orientation: 0.8091; Line Search: 25.1214 Adding measurement 75245ea5 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.117e+03, gradient 1.084e-04, dot -0.228; [5064f76f-384a-49df-b918-d9985a82e70d = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.4070838689804077, 4.550325095653534, 5.964738175272942, 7.270049259066582 LBFGS Accumulation History: 3 points Removed measurement 75245ea5 to history. Total: 3 th(0)=-0.4070838689804077;dx=-1.1738756610596703E-8 Armijo: th(2.4431289384961572E8)=1.0015291571617126; dx=3.801255409066014E-9 evalInputDelta=-1.4086130261421204 New Minimum: -0.4070838689804077 > -0.47730007767677307 WOLF (strong): th(1.2215644692480786E8)=-0.47730007767677307; dx=4.810431554579302E-10 evalInputDelta=0.07021620869636536 New Minimum: -0.47730007767677307 > -0.7119275331497192 END: th(4.071881564160262E7)=-0.7119275331497192; dx=-6.387714522249975E-9 evalInputDelta=0.3048436641693115 Fitness changed from -0.4070838689804077 to -0.7119275331497192 Iteration 10 complete. Error: -0.7119275331497192 Total: 41.1957; Orientation: 0.8040; Line Search: 32.5762 Iteration 10 ![Iteration 10](etc/a0b9b105-9b99-46a7-b242-d19544c0f57a.jpg) Final threshold in iteration 11: -0.7119275331497192 (> -Infinity) after 403.216s (< 3600.000s)