Reset training subject: 17467333619894 Reset training subject: 17480656045613 Adding measurement 1c766330 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=1.4627366289496422;dx=-6.294727881049116E-8 New Minimum: 1.4627366289496422 > 1.4627364799380302 WOLFE (weak): th(2.154434690031884)=1.4627364799380302; dx=-6.294747748704569E-8 evalInputDelta=1.4901161193847656E-7 New Minimum: 1.4627364799380302 > 1.462736316025257 WOLFE (weak): th(4.308869380063768)=1.462736316025257; dx=-6.294747573201668E-8 evalInputDelta=3.129243850708008E-7 New Minimum: 1.462736316025257 > 1.4627356752753258 WOLFE (weak): th(12.926608140191302)=1.4627356752753258; dx=-6.294744386349549E-8 evalInputDelta=9.5367431640625E-7 New Minimum: 1.4627356752753258 > 1.4627328738570213 WOLFE (weak): th(51.70643256076521)=1.4627328738570213; dx=-6.294734977762812E-8 evalInputDelta=3.7550926208496094E-6 New Minimum: 1.4627328738570213 > 1.462717853486538 WOLFE (weak): th(258.53216280382605)=1.462717853486538; dx=-6.294561838219243E-8 evalInputDelta=1.8775463104248047E-5 New Minimum: 1.462717853486538 > 1.4626239314675331 WOLFE (weak): th(1551.1929768229563)=1.4626239314675331; dx=-6.293891995665578E-8 evalInputDelta=1.1269748210906982E-4 New Minimum: 1.4626239314675331 > 1.4619478806853294 WOLFE (weak): th(10858.350837760694)=1.4619478806853294; dx=-6.288569258247623E-8 evalInputDelta=7.887482643127441E-4 New Minimum: 1.4619478806853294 > 1.456446722149849 WOLFE (weak): th(86866.80670208555)=1.456446722149849; dx=-6.251643876026578E-8 evalInputDelta=0.006289906799793243 New Minimum: 1.456446722149849 > 1.4078277200460434 WOLFE (weak): th(781801.26031877)=1.4078277200460434; dx=-5.892717211730294E-8 evalInputDelta=0.054908908903598785 New Minimum: 1.4078277200460434 > 1.082723893225193 END: th(7818012.6031877)=1.082723893225193; dx=-2.7077558182953178E-8 evalInputDelta=0.38001273572444916 Fitness changed from 1.4627366289496422 to 1.082723893225193 Iteration 1 complete. Error: 1.082723893225193 Total: 204.1945; Orientation: 0.0710; Line Search: 162.0338 Iteration 1 ![Iteration 1](etc/6f911ca4-9621-4702-89a9-57c114be4d2e.jpg) Adding measurement 52a44431 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=1.082723893225193;dx=-3.712652087656867E-8 New Minimum: 1.082723893225193 > 0.767203152179718 END: th(1.684339755941405E7)=0.767203152179718; dx=-1.4240273393277248E-8 evalInputDelta=0.315520741045475 Fitness changed from 1.082723893225193 to 0.767203152179718 Iteration 2 complete. Error: 0.767203152179718 Total: 43.7670; Orientation: 0.0739; Line Search: 29.2572 Iteration 2 ![Iteration 2](etc/22ef9b8e-92bd-4aef-a0da-c5a3affe234c.jpg) Adding measurement 4d8fbbf to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=0.767203152179718;dx=-4.1679411274753296E-8 Armijo: th(3.6288E7)=1.468534030020237; dx=3.291216146576142E-8 evalInputDelta=-0.701330877840519 New Minimum: 0.767203152179718 > 0.7443779855966568 WOLF (strong): th(1.8144E7)=0.7443779855966568; dx=2.1663370631996586E-8 evalInputDelta=0.022825166583061218 New Minimum: 0.7443779855966568 > 0.5806735381484032 END: th(6048000.0)=0.5806735381484032; dx=-1.3046775198730425E-8 evalInputDelta=0.18652961403131485 Fitness changed from 0.767203152179718 to 0.5806735381484032 Iteration 3 complete. Error: 0.5806735381484032 Total: 71.8428; Orientation: 0.0752; Line Search: 56.2806 Iteration 3 ![Iteration 3](etc/a684db16-499d-4622-910c-90bed73809dd.jpg) Adding measurement 661cb1d9 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.283e+03, gradient 1.402e-04, dot -0.740; [ccad28bb-9754-4a45-99fd-ecc549919fd1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.5806735381484032, 0.767203152179718, 1.082723893225193, 1.4627366289496422 LBFGS Accumulation History: 3 points Removed measurement 661cb1d9 to history. Total: 3 th(0)=0.5806735381484032;dx=-1.9663699283783228E-8 New Minimum: 0.5806735381484032 > 0.40686122328042984 END: th(1.3030021005312834E7)=0.40686122328042984; dx=-1.1144106476797765E-8 evalInputDelta=0.17381231486797333 Fitness changed from 0.5806735381484032 to 0.40686122328042984 Iteration 4 complete. Error: 0.40686122328042984 Total: 44.1266; Orientation: 1.6220; Line Search: 27.7266 Iteration 4 ![Iteration 4](etc/2bc6ad27-5f90-46ad-88f2-dce739dd6441.jpg) Adding measurement f6154a6 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.484e+04, gradient 1.368e-04, dot -0.788; [ccad28bb-9754-4a45-99fd-ecc549919fd1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.40686122328042984, 0.767203152179718, 1.082723893225193, 1.4627366289496422 LBFGS Accumulation History: 3 points Removed measurement f6154a6 to history. Total: 3 th(0)=0.40686122328042984;dx=-1.870992832550567E-8 New Minimum: 0.40686122328042984 > 0.3550771474838257 WOLF (strong): th(2.8072329265690092E7)=0.3550771474838257; dx=6.466619746184826E-9 evalInputDelta=0.051784075796604156 New Minimum: 0.3550771474838257 > 0.2700919508934021 END: th(1.4036164632845046E7)=0.2700919508934021; dx=-3.0220593909186616E-9 evalInputDelta=0.13676927238702774 Fitness changed from 0.40686122328042984 to 0.2700919508934021 Iteration 5 complete. Error: 0.2700919508934021 Total: 62.5532; Orientation: 1.6155; Line Search: 45.3107 Iteration 5 ![Iteration 5](etc/6249aeec-23ec-40af-8605-019034a2a15f.jpg) Adding measurement 5cc1d3cc to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.989e+03, gradient 1.610e-04, dot -0.536; [ccad28bb-9754-4a45-99fd-ecc549919fd1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.2700919508934021, 0.767203152179718, 1.082723893225193, 1.4627366289496422 LBFGS Accumulation History: 3 points Removed measurement 5cc1d3cc to history. Total: 3 th(0)=0.2700919508934021;dx=-2.5908273352142785E-8 New Minimum: 0.2700919508934021 > 0.15691505372524261 END: th(3.0240000000000007E7)=0.15691505372524261; dx=-2.6608940878268205E-9 evalInputDelta=0.11317689716815948 Fitness changed from 0.2700919508934021 to 0.15691505372524261 Iteration 6 complete. Error: 0.15691505372524261 Total: 46.9449; Orientation: 1.6264; Line Search: 31.0247 Adding measurement 254fcebb to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.360e+04, gradient 1.808e-04, dot -0.402; [ccad28bb-9754-4a45-99fd-ecc549919fd1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.15691505372524261, 0.767203152179718, 1.082723893225193, 1.4627366289496422 LBFGS Accumulation History: 3 points Removed measurement 254fcebb to history. Total: 3 th(0)=0.15691505372524261;dx=-3.2684182397878184E-8 Armijo: th(6.515010502656418E7)=1.931213140487671; dx=3.475438086734538E-8 evalInputDelta=-1.7742980867624283 Armijo: th(3.257505251328209E7)=0.5262245088815689; dx=2.8640853310377758E-8 evalInputDelta=-0.3693094551563263 New Minimum: 0.15691505372524261 > -0.021430209279060364 WOLF (strong): th(1.0858350837760696E7)=-0.021430209279060364; dx=1.544098630618135E-9 evalInputDelta=0.17834526300430298 END: th(2714587.709440174)=0.0666709691286087; dx=-2.3296645975571417E-8 evalInputDelta=0.09024408459663391 Fitness changed from 0.15691505372524261 to -0.021430209279060364 Iteration 7 complete. Error: -0.021430209279060364 Total: 88.3354; Orientation: 1.5923; Line Search: 71.8946 Adding measurement 64650515 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.428e+03, gradient 1.653e-04, dot -0.399; [ccad28bb-9754-4a45-99fd-ecc549919fd1 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.021430209279060364, 0.767203152179718, 1.082723893225193, 1.4627366289496422 LBFGS Accumulation History: 3 points Removed measurement 64650515 to history. Total: 3 th(0)=-0.021430209279060364;dx=-2.73400378118391E-8 New Minimum: -0.021430209279060364 > -0.10570910573005676 END: th(5848401.930352103)=-0.10570910573005676; dx=-5.265811186826495E-9 evalInputDelta=0.0842788964509964 Fitness changed from -0.021430209279060364 to -0.10570910573005676 Iteration 8 complete. Error: -0.10570910573005676 Total: 45.5189; Orientation: 1.6032; Line Search: 28.7030 Adding measurement 187ccfd4 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.133e+04, gradient 1.025e-04, dot -0.680; [ccad28bb-9754-4a45-99fd-ecc549919fd1 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.10570910573005676, 0.767203152179718, 1.082723893225193, 1.4627366289496422 LBFGS Accumulation History: 3 points Removed measurement 187ccfd4 to history. Total: 3 th(0)=-0.10570910573005676;dx=-1.0505345935794105E-8 New Minimum: -0.10570910573005676 > -0.19290518015623093 END: th(1.2600000000000004E7)=-0.19290518015623093; dx=-4.8732391684890775E-9 evalInputDelta=0.08719607442617416 Fitness changed from -0.10570910573005676 to -0.19290518015623093 Iteration 9 complete. Error: -0.19290518015623093 Total: 45.1987; Orientation: 1.5579; Line Search: 28.9119 Adding measurement 2544f11 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.137e+04, gradient 1.042e-04, dot -0.538; [ccad28bb-9754-4a45-99fd-ecc549919fd1 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.19290518015623093, 0.767203152179718, 1.082723893225193, 1.4627366289496422 LBFGS Accumulation History: 3 points Removed measurement 2544f11 to history. Total: 3 th(0)=-0.19290518015623093;dx=-1.0859297224768938E-8 New Minimum: -0.19290518015623093 > -0.2385496348142624 END: th(2.7145877094401743E7)=-0.2385496348142624; dx=-3.1000986409401795E-9 evalInputDelta=0.045644454658031464 Fitness changed from -0.19290518015623093 to -0.2385496348142624 Iteration 10 complete. Error: -0.2385496348142624 Total: 43.3689; Orientation: 1.5495; Line Search: 28.5230 Iteration 10 ![Iteration 10](etc/f7379078-a405-4101-8673-cf8ba6eccaec.jpg) Final threshold in iteration 11: -0.2385496348142624 (> -Infinity) after 696.141s (< 3600.000s)