Reset training subject: 3772865843824 Reset training subject: 3793620212003 Adding measurement 3617e83c to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=9.684801951050758;dx=-4.6874912372461663E-7 New Minimum: 9.684801951050758 > 9.684800118207932 WOLFE (weak): th(2.154434690031884)=9.684800118207932; dx=-4.681717909550703E-7 evalInputDelta=1.8328428268432617E-6 New Minimum: 9.684800118207932 > 9.684798151254654 WOLFE (weak): th(4.308869380063768)=9.684798151254654; dx=-4.6818761389482216E-7 evalInputDelta=3.7997961044311523E-6 New Minimum: 9.684798151254654 > 9.68479037284851 WOLFE (weak): th(12.926608140191302)=9.68479037284851; dx=-4.6820726467465593E-7 evalInputDelta=1.1578202247619629E-5 New Minimum: 9.68479037284851 > 9.684757202863693 WOLFE (weak): th(51.70643256076521)=9.684757202863693; dx=-4.6814405672226415E-7 evalInputDelta=4.474818706512451E-5 New Minimum: 9.684757202863693 > 9.684578210115433 WOLFE (weak): th(258.53216280382605)=9.684578210115433; dx=-4.6818309439268246E-7 evalInputDelta=2.2374093532562256E-4 New Minimum: 9.684578210115433 > 9.683460593223572 WOLFE (weak): th(1551.1929768229563)=9.683460593223572; dx=-4.67948354468728E-7 evalInputDelta=0.0013413578271865845 New Minimum: 9.683460593223572 > 9.675421193242073 WOLFE (weak): th(10858.350837760694)=9.675421193242073; dx=-4.669725492618229E-7 evalInputDelta=0.009380757808685303 New Minimum: 9.675421193242073 > 9.61042295396328 WOLFE (weak): th(86866.80670208555)=9.61042295396328; dx=-4.5782543354367055E-7 evalInputDelta=0.07437899708747864 New Minimum: 9.61042295396328 > 9.068432703614235 END: th(781801.26031877)=9.068432703614235; dx=-3.817762135203268E-7 evalInputDelta=0.6163692474365234 Fitness changed from 9.684801951050758 to 9.068432703614235 Iteration 1 complete. Error: 9.068432703614235 Total: 253.3464; Orientation: 0.0625; Line Search: 193.3059 Iteration 1 ![Iteration 1](etc/07252072-c3e0-4a0c-994a-15b284bac326.jpg) Adding measurement 2c4ec8c3 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=9.068432703614235;dx=-3.399777995214359E-7 New Minimum: 9.068432703614235 > 8.166808068752289 END: th(1684339.7559414052)=8.166808068752289; dx=-2.2643534016380473E-7 evalInputDelta=0.9016246348619461 Fitness changed from 9.068432703614235 to 8.166808068752289 Iteration 2 complete. Error: 8.166808068752289 Total: 59.4587; Orientation: 0.0636; Line Search: 39.1557 Iteration 2 ![Iteration 2](etc/d6a933c6-66f0-4d4b-8836-c810e4a6c557.jpg) Adding measurement 59c60441 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=8.166808068752289;dx=-2.1879959722487602E-7 New Minimum: 8.166808068752289 > 7.065505191683769 END: th(3628800.0)=7.065505191683769; dx=-1.2379260393579267E-7 evalInputDelta=1.1013028770685196 Fitness changed from 8.166808068752289 to 7.065505191683769 Iteration 3 complete. Error: 7.065505191683769 Total: 59.7630; Orientation: 0.0632; Line Search: 40.9932 Iteration 3 ![Iteration 3](etc/5a6ec31c-c10c-44de-aa57-7474eff332d8.jpg) Adding measurement 198eeac5 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.968e+03, gradient 3.530e-04, dot -0.857; [cb9fc776-2774-4a9c-aecc-108b9d0b6ba9 = 1.000/1.000e+00] Orientation rejected. Popping history element from 7.065505191683769, 8.166808068752289, 9.068432703614235, 9.684801951050758 LBFGS Accumulation History: 3 points Removed measurement 198eeac5 to history. Total: 3 th(0)=7.065505191683769;dx=-1.245478455601158E-7 New Minimum: 7.065505191683769 > 5.803773477673531 END: th(7818012.6031877)=5.803773477673531; dx=-5.949331709572347E-8 evalInputDelta=1.2617317140102386 Fitness changed from 7.065505191683769 to 5.803773477673531 Iteration 4 complete. Error: 5.803773477673531 Total: 58.7617; Orientation: 1.1674; Line Search: 37.7280 Iteration 4 ![Iteration 4](etc/388e0b2c-a4a4-4de2-83a5-47cc194195e7.jpg) Adding measurement 1ee6571e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.986e+03, gradient 3.286e-04, dot -0.657; [cb9fc776-2774-4a9c-aecc-108b9d0b6ba9 = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.803773477673531, 8.166808068752289, 9.068432703614235, 9.684801951050758 LBFGS Accumulation History: 3 points Removed measurement 1ee6571e to history. Total: 3 th(0)=5.803773477673531;dx=-1.079338638385659E-7 New Minimum: 5.803773477673531 > 4.538353249430656 END: th(1.684339755941405E7)=4.538353249430656; dx=-2.1683958598099563E-8 evalInputDelta=1.2654202282428741 Fitness changed from 5.803773477673531 to 4.538353249430656 Iteration 5 complete. Error: 4.538353249430656 Total: 62.7276; Orientation: 1.1815; Line Search: 39.2805 Iteration 5 ![Iteration 5](etc/0e8ab662-0fd7-4600-8518-42f7745a5d52.jpg) Adding measurement 7e52e966 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.833e+03, gradient 3.150e-04, dot -0.467; [cb9fc776-2774-4a9c-aecc-108b9d0b6ba9 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.538353249430656, 8.166808068752289, 9.068432703614235, 9.684801951050758 LBFGS Accumulation History: 3 points Removed measurement 7e52e966 to history. Total: 3 th(0)=4.538353249430656;dx=-9.911775824755864E-8 New Minimum: 4.538353249430656 > 3.649318754673004 WOLF (strong): th(3.6288E7)=3.649318754673004; dx=3.672141412555801E-9 evalInputDelta=0.8890344947576523 New Minimum: 3.649318754673004 > 3.499402418732643 END: th(1.8144E7)=3.499402418732643; dx=-3.4632376198285286E-9 evalInputDelta=1.0389508306980133 Fitness changed from 4.538353249430656 to 3.499402418732643 Iteration 6 complete. Error: 3.499402418732643 Total: 82.0599; Orientation: 1.1681; Line Search: 60.1527 Adding measurement 575f743 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.750e+03, gradient 2.847e-04, dot -0.404; [cb9fc776-2774-4a9c-aecc-108b9d0b6ba9 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.499402418732643, 8.166808068752289, 9.068432703614235, 9.684801951050758 LBFGS Accumulation History: 3 points Removed measurement 575f743 to history. Total: 3 th(0)=3.499402418732643;dx=-8.097122401226047E-8 New Minimum: 3.499402418732643 > 3.3030924648046494 WOLF (strong): th(3.90900630159385E7)=3.3030924648046494; dx=1.249532035553037E-8 evalInputDelta=0.19630995392799377 New Minimum: 3.3030924648046494 > 2.799256205558777 WOLF (strong): th(1.954503150796925E7)=2.799256205558777; dx=7.470493027974982E-9 evalInputDelta=0.7001462131738663 END: th(6515010.502656416)=2.8848307132720947; dx=-2.821522747799716E-8 evalInputDelta=0.6145717054605484 Fitness changed from 3.499402418732643 to 2.799256205558777 Iteration 7 complete. Error: 2.799256205558777 Total: 97.6234; Orientation: 1.1615; Line Search: 77.1983 Adding measurement 764b9b70 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.666e+03, gradient 2.799e-04, dot -0.349; [cb9fc776-2774-4a9c-aecc-108b9d0b6ba9 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.799256205558777, 8.166808068752289, 9.068432703614235, 9.684801951050758 LBFGS Accumulation History: 3 points Removed measurement 764b9b70 to history. Total: 3 th(0)=2.799256205558777;dx=-7.827476649186918E-8 New Minimum: 2.799256205558777 > 2.0742771476507187 END: th(1.4036164632845044E7)=2.0742771476507187; dx=-2.526359681087156E-9 evalInputDelta=0.7249790579080582 Fitness changed from 2.799256205558777 to 2.0742771476507187 Iteration 8 complete. Error: 2.0742771476507187 Total: 58.8720; Orientation: 1.1596; Line Search: 37.7290 Adding measurement 36b85bf5 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.076e+03, gradient 2.246e-04, dot -0.384; [cb9fc776-2774-4a9c-aecc-108b9d0b6ba9 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.0742771476507187, 8.166808068752289, 9.068432703614235, 9.684801951050758 LBFGS Accumulation History: 3 points Removed measurement 36b85bf5 to history. Total: 3 th(0)=2.0742771476507187;dx=-5.041251747930937E-8 New Minimum: 2.0742771476507187 > 1.7128559350967407 WOLF (strong): th(3.0240000000000004E7)=1.7128559350967407; dx=4.650529393590452E-9 evalInputDelta=0.36142121255397797 New Minimum: 1.7128559350967407 > 1.6042161285877228 END: th(1.5120000000000002E7)=1.6042161285877228; dx=-4.099202953371348E-9 evalInputDelta=0.4700610190629959 Fitness changed from 2.0742771476507187 to 1.6042161285877228 Iteration 9 complete. Error: 1.6042161285877228 Total: 78.7730; Orientation: 1.1617; Line Search: 57.0705 Adding measurement 2f70d47 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.653e+03, gradient 1.632e-04, dot -0.478; [cb9fc776-2774-4a9c-aecc-108b9d0b6ba9 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.6042161285877228, 8.166808068752289, 9.068432703614235, 9.684801951050758 LBFGS Accumulation History: 3 points Removed measurement 2f70d47 to history. Total: 3 th(0)=1.6042161285877228;dx=-2.6611836884843023E-8 New Minimum: 1.6042161285877228 > 1.3176277875900269 WOLF (strong): th(3.2575052513282087E7)=1.3176277875900269; dx=4.387786811994043E-9 evalInputDelta=0.2865883409976959 New Minimum: 1.3176277875900269 > 1.233075737953186 END: th(1.6287526256641043E7)=1.233075737953186; dx=-2.7916858220084622E-9 evalInputDelta=0.37114039063453674 Fitness changed from 1.6042161285877228 to 1.233075737953186 Iteration 10 complete. Error: 1.233075737953186 Total: 83.3155; Orientation: 1.1862; Line Search: 61.6656 Iteration 10 ![Iteration 10](etc/85318cc6-40bb-4e2e-a83d-a45a7d905c4e.jpg) Final threshold in iteration 11: 1.233075737953186 (> -Infinity) after 895.214s (< 1800.000s)