Reset training subject: 2348600600617 Reset training subject: 2351007989108 Adding measurement 35c5ecc1 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=10.610761567950249;dx=-9.567709807557188E-7 New Minimum: 10.610761567950249 > 10.610758513212204 WOLFE (weak): th(2.154434690031884)=10.610758513212204; dx=-9.401809271787217E-7 evalInputDelta=3.0547380447387695E-6 New Minimum: 10.610758513212204 > 10.610755756497383 WOLFE (weak): th(4.308869380063768)=10.610755756497383; dx=-9.41839133848029E-7 evalInputDelta=5.811452865600586E-6 New Minimum: 10.610755756497383 > 10.610744670033455 WOLFE (weak): th(12.926608140191302)=10.610744670033455; dx=-9.415940654909508E-7 evalInputDelta=1.6897916793823242E-5 New Minimum: 10.610744670033455 > 10.610694468021393 WOLFE (weak): th(51.70643256076521)=10.610694468021393; dx=-9.378402018689899E-7 evalInputDelta=6.7099928855896E-5 New Minimum: 10.610694468021393 > 10.610425978899002 WOLFE (weak): th(258.53216280382605)=10.610425978899002; dx=-9.41854494747907E-7 evalInputDelta=3.3558905124664307E-4 New Minimum: 10.610425978899002 > 10.6087476760149 WOLFE (weak): th(1551.1929768229563)=10.6087476760149; dx=-9.418125276165616E-7 evalInputDelta=0.0020138919353485107 New Minimum: 10.6087476760149 > 10.596672609448433 WOLFE (weak): th(10858.350837760694)=10.596672609448433; dx=-9.394098016755551E-7 evalInputDelta=0.014088958501815796 New Minimum: 10.596672609448433 > 10.49841433763504 WOLFE (weak): th(86866.80670208555)=10.49841433763504; dx=-9.33064021548561E-7 evalInputDelta=0.11234723031520844 New Minimum: 10.49841433763504 > 9.645014330744743 END: th(781801.26031877)=9.645014330744743; dx=-8.317785335637205E-7 evalInputDelta=0.9657472372055054 Fitness changed from 10.610761567950249 to 9.645014330744743 Iteration 1 complete. Error: 9.645014330744743 Total: 33.0936; Orientation: 0.0090; Line Search: 25.5719 Iteration 1 ![Iteration 1](etc/82feb65d-a629-4d7f-aebc-33d7d963377a.jpg) Adding measurement 5f3cb561 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=9.645014330744743;dx=-8.015593875136467E-7 New Minimum: 9.645014330744743 > 8.048895180225372 END: th(1684339.7559414052)=8.048895180225372; dx=-5.730077197994121E-7 evalInputDelta=1.596119150519371 Fitness changed from 9.645014330744743 to 8.048895180225372 Iteration 2 complete. Error: 8.048895180225372 Total: 7.3328; Orientation: 0.0090; Line Search: 4.9139 Iteration 2 ![Iteration 2](etc/cc65b869-643e-418e-a7bb-f19bf8526230.jpg) Adding measurement 4ef0ab80 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=8.048895180225372;dx=-5.476754363771531E-7 New Minimum: 8.048895180225372 > 6.052981793880463 END: th(3628800.0)=6.052981793880463; dx=-2.9978118948801504E-7 evalInputDelta=1.9959133863449097 Fitness changed from 8.048895180225372 to 6.052981793880463 Iteration 3 complete. Error: 6.052981793880463 Total: 7.2896; Orientation: 0.0093; Line Search: 4.8511 Iteration 3 ![Iteration 3](etc/fc5bea00-1f02-42c1-a255-6536486c9d80.jpg) Adding measurement 283228bd to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.721e+03, gradient 5.791e-04, dot -0.744; [57e31a92-5da7-4051-a7ff-0f55b24da7a5 = 1.000/1.000e+00] Orientation rejected. Popping history element from 6.052981793880463, 8.048895180225372, 9.645014330744743, 10.610761567950249 LBFGS Accumulation History: 3 points Removed measurement 283228bd to history. Total: 3 th(0)=6.052981793880463;dx=-3.3452174131287737E-7 New Minimum: 6.052981793880463 > 4.083072304725647 END: th(7818012.6031877)=4.083072304725647; dx=-1.2088861276709555E-7 evalInputDelta=1.9699094891548157 Fitness changed from 6.052981793880463 to 4.083072304725647 Iteration 4 complete. Error: 4.083072304725647 Total: 8.5885; Orientation: 0.2190; Line Search: 5.7430 Iteration 4 ![Iteration 4](etc/18f5141b-96d8-4ff5-a7aa-e4fcd03b5998.jpg) Adding measurement 1b2ab0ff to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.047e+03, gradient 4.500e-04, dot -0.567; [57e31a92-5da7-4051-a7ff-0f55b24da7a5 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.083072304725647, 8.048895180225372, 9.645014330744743, 10.610761567950249 LBFGS Accumulation History: 3 points Removed measurement 1b2ab0ff to history. Total: 3 th(0)=4.083072304725647;dx=-2.019493467215018E-7 New Minimum: 4.083072304725647 > 2.468017339706421 END: th(1.684339755941405E7)=2.468017339706421; dx=-2.98685555812186E-8 evalInputDelta=1.615054965019226 Fitness changed from 4.083072304725647 to 2.468017339706421 Iteration 5 complete. Error: 2.468017339706421 Total: 7.7295; Orientation: 0.2168; Line Search: 4.9974 Iteration 5 ![Iteration 5](etc/99a17c65-e5e0-4ad0-abee-46047d6fba6d.jpg) Adding measurement 697e0f1 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.394e+03, gradient 3.564e-04, dot -0.397; [57e31a92-5da7-4051-a7ff-0f55b24da7a5 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.468017339706421, 8.048895180225372, 9.645014330744743, 10.610761567950249 LBFGS Accumulation History: 3 points Removed measurement 697e0f1 to history. Total: 3 th(0)=2.468017339706421;dx=-1.2675176280718521E-7 New Minimum: 2.468017339706421 > 1.7683550864458084 WOLF (strong): th(3.6288E7)=1.7683550864458084; dx=1.5767752241643895E-8 evalInputDelta=0.6996622532606125 New Minimum: 1.7683550864458084 > 1.3295525312423706 END: th(1.8144E7)=1.3295525312423706; dx=-6.33680765201731E-9 evalInputDelta=1.1384648084640503 Fitness changed from 2.468017339706421 to 1.3295525312423706 Iteration 6 complete. Error: 1.3295525312423706 Total: 9.8809; Orientation: 0.2528; Line Search: 7.2846 Adding measurement 36175212 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.090e+03, gradient 3.215e-04, dot -0.329; [57e31a92-5da7-4051-a7ff-0f55b24da7a5 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.3295525312423706, 8.048895180225372, 9.645014330744743, 10.610761567950249 LBFGS Accumulation History: 3 points Removed measurement 36175212 to history. Total: 3 th(0)=1.3295525312423706;dx=-1.0186910507633758E-7 Armijo: th(3.90900630159385E7)=1.7431127429008484; dx=3.1496073852245005E-8 evalInputDelta=-0.4135602116584778 New Minimum: 1.3295525312423706 > 0.7283665984869003 WOLF (strong): th(1.954503150796925E7)=0.7283665984869003; dx=1.7275957185282695E-8 evalInputDelta=0.6011859327554703 END: th(6515010.502656416)=0.7459714710712433; dx=-4.3558544249952395E-8 evalInputDelta=0.5835810601711273 Fitness changed from 1.3295525312423706 to 0.7283665984869003 Iteration 7 complete. Error: 0.7283665984869003 Total: 13.6267; Orientation: 0.2722; Line Search: 10.8696 Adding measurement 2ed18381 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.683e+03, gradient 3.457e-04, dot -0.304; [57e31a92-5da7-4051-a7ff-0f55b24da7a5 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.7283665984869003, 8.048895180225372, 9.645014330744743, 10.610761567950249 LBFGS Accumulation History: 3 points Removed measurement 2ed18381 to history. Total: 3 th(0)=0.7283665984869003;dx=-1.19148025909967E-7 New Minimum: 0.7283665984869003 > 0.27605772018432617 WOLF (strong): th(1.4036164632845044E7)=0.27605772018432617; dx=4.94829905163468E-8 evalInputDelta=0.45230887830257416 New Minimum: 0.27605772018432617 > 0.11949354410171509 END: th(7018082.316422522)=0.11949354410171509; dx=-1.961505867774874E-8 evalInputDelta=0.6088730543851852 Fitness changed from 0.7283665984869003 to 0.11949354410171509 Iteration 8 complete. Error: 0.11949354410171509 Total: 10.0014; Orientation: 0.2151; Line Search: 7.2657 Adding measurement 59999bb6 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.542e+03, gradient 2.263e-04, dot -0.349; [57e31a92-5da7-4051-a7ff-0f55b24da7a5 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.11949354410171509, 8.048895180225372, 9.645014330744743, 10.610761567950249 LBFGS Accumulation History: 3 points Removed measurement 59999bb6 to history. Total: 3 th(0)=0.11949354410171509;dx=-5.095638831869469E-8 New Minimum: 0.11949354410171509 > -0.22896724939346313 END: th(1.5120000000000002E7)=-0.22896724939346313; dx=-5.1948934382798486E-11 evalInputDelta=0.3484607934951782 Fitness changed from 0.11949354410171509 to -0.22896724939346313 Iteration 9 complete. Error: -0.22896724939346313 Total: 7.8023; Orientation: 0.2150; Line Search: 4.9441 Adding measurement 59e1cb44 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.650e+03, gradient 2.371e-04, dot -0.352; [57e31a92-5da7-4051-a7ff-0f55b24da7a5 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.22896724939346313, 8.048895180225372, 9.645014330744743, 10.610761567950249 LBFGS Accumulation History: 3 points Removed measurement 59e1cb44 to history. Total: 3 th(0)=-0.22896724939346313;dx=-5.601052864296607E-8 Armijo: th(3.2575052513282087E7)=0.8025830388069153; dx=6.7777262602403E-8 evalInputDelta=-1.0315502882003784 New Minimum: -0.22896724939346313 > -0.30646106600761414 WOLF (strong): th(1.6287526256641043E7)=-0.30646106600761414; dx=3.7425235658779E-8 evalInputDelta=0.077493816614151 New Minimum: -0.30646106600761414 > -0.47173795104026794 END: th(5429175.418880348)=-0.47173795104026794; dx=-1.880341340561691E-8 evalInputDelta=0.2427707016468048 Fitness changed from -0.22896724939346313 to -0.47173795104026794 Iteration 10 complete. Error: -0.47173795104026794 Total: 13.2315; Orientation: 0.3429; Line Search: 10.2883 Iteration 10 ![Iteration 10](etc/154f4bb1-6e7e-48bc-a6a3-99164c1d5242.jpg) Final threshold in iteration 11: -0.47173795104026794 (> -Infinity) after 118.637s (< 3600.000s)