Reset training subject: 1513671378605 Reset training subject: 1515007470521 Adding measurement 4d9221b to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=26.8945730086416;dx=-9.52364327305906E-6 New Minimum: 26.8945730086416 > 26.894549552351236 WOLFE (weak): th(2.154434690031884)=26.894549552351236; dx=-9.522649056391235E-6 evalInputDelta=2.3456290364265442E-5 New Minimum: 26.894549552351236 > 26.89452537894249 WOLFE (weak): th(4.308869380063768)=26.89452537894249; dx=-9.522876467486018E-6 evalInputDelta=4.76296991109848E-5 New Minimum: 26.89452537894249 > 26.894429421052337 WOLFE (weak): th(12.926608140191302)=26.894429421052337; dx=-9.526173006857812E-6 evalInputDelta=1.4358758926391602E-4 New Minimum: 26.894429421052337 > 26.89399914536625 WOLFE (weak): th(51.70643256076521)=26.89399914536625; dx=-9.513332592610147E-6 evalInputDelta=5.738632753491402E-4 New Minimum: 26.89399914536625 > 26.891700698062778 WOLFE (weak): th(258.53216280382605)=26.891700698062778; dx=-9.548644699861344E-6 evalInputDelta=0.0028723105788230896 New Minimum: 26.891700698062778 > 26.8772588763386 WOLFE (weak): th(1551.1929768229563)=26.8772588763386; dx=-9.641287711612414E-6 evalInputDelta=0.017314132302999496 New Minimum: 26.8772588763386 > 26.76960770972073 WOLFE (weak): th(10858.350837760694)=26.76960770972073; dx=-1.0084758075026774E-5 evalInputDelta=0.12496529892086983 New Minimum: 26.76960770972073 > 25.857018679380417 WOLFE (weak): th(86866.80670208555)=25.857018679380417; dx=-9.597783820745893E-6 evalInputDelta=1.0375543292611837 New Minimum: 25.857018679380417 > 21.154472518712282 END: th(781801.26031877)=21.154472518712282; dx=-4.2713778406371614E-6 evalInputDelta=5.740100489929318 Fitness changed from 26.8945730086416 to 21.154472518712282 Iteration 1 complete. Error: 21.154472518712282 Total: 17.2122; Orientation: 0.0027; Line Search: 13.1288 Iteration 1 ![Iteration 1](etc/3dc13a8e-7402-405f-8602-bcd013cce60f.jpg) Adding measurement 75dac1f to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=21.154472518712282;dx=-8.769540717297428E-6 New Minimum: 21.154472518712282 > 12.999905198812485 END: th(1684339.7559414052)=12.999905198812485; dx=-1.8480255818863061E-6 evalInputDelta=8.154567319899797 Fitness changed from 21.154472518712282 to 12.999905198812485 Iteration 2 complete. Error: 12.999905198812485 Total: 4.0538; Orientation: 0.0030; Line Search: 2.7314 Iteration 2 ![Iteration 2](etc/b1a7ccb8-d984-4cb8-9ddf-b59fa5c8ad78.jpg) Adding measurement 42f59d9c to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=12.999905198812485;dx=-3.681327494998882E-6 New Minimum: 12.999905198812485 > 7.53495517373085 END: th(3628800.0)=7.53495517373085; dx=-4.155976359978141E-7 evalInputDelta=5.4649500250816345 Fitness changed from 12.999905198812485 to 7.53495517373085 Iteration 3 complete. Error: 7.53495517373085 Total: 4.1787; Orientation: 0.0030; Line Search: 2.8302 Iteration 3 ![Iteration 3](etc/eac7c5db-5a35-4327-9159-a69b3a7e40a2.jpg) Adding measurement 7784ba86 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.088e+03, gradient 1.232e-03, dot -0.367; [33bd1f16-4e67-4d0c-866b-a6f1b6479e42 = 1.000/1.000e+00] Orientation rejected. Popping history element from 7.53495517373085, 12.999905198812485, 21.154472518712282, 26.8945730086416 LBFGS Accumulation History: 3 points Removed measurement 7784ba86 to history. Total: 3 th(0)=7.53495517373085;dx=-1.5072229388448825E-6 New Minimum: 7.53495517373085 > 5.009826213121414 END: th(7818012.6031877)=5.009826213121414; dx=-2.366561021435629E-8 evalInputDelta=2.525128960609436 Fitness changed from 7.53495517373085 to 5.009826213121414 Iteration 4 complete. Error: 5.009826213121414 Total: 5.9972; Orientation: 0.1693; Line Search: 4.4723 Iteration 4 ![Iteration 4](etc/84b83f57-8241-4719-b6d7-99c69437714b.jpg) Adding measurement 292e6df7 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.275e+03, gradient 8.302e-04, dot -0.358; [33bd1f16-4e67-4d0c-866b-a6f1b6479e42 = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.009826213121414, 12.999905198812485, 21.154472518712282, 26.8945730086416 LBFGS Accumulation History: 3 points Removed measurement 292e6df7 to history. Total: 3 th(0)=5.009826213121414;dx=-6.853922738602591E-7 New Minimum: 5.009826213121414 > 4.8605020344257355 WOLF (strong): th(1.684339755941405E7)=4.8605020344257355; dx=7.336404916956505E-8 evalInputDelta=0.1493241786956787 New Minimum: 4.8605020344257355 > 3.916505053639412 WOLF (strong): th(8421698.779707026)=3.916505053639412; dx=3.137379850688719E-8 evalInputDelta=1.0933211594820023 New Minimum: 3.916505053639412 > 3.6963589042425156 END: th(2807232.9265690087)=3.6963589042425156; dx=-1.8735077490112727E-7 evalInputDelta=1.3134673088788986 Fitness changed from 5.009826213121414 to 3.6963589042425156 Iteration 5 complete. Error: 3.6963589042425156 Total: 6.7211; Orientation: 0.0679; Line Search: 5.2080 Iteration 5 ![Iteration 5](etc/1480f591-c557-495f-a59a-0f59452ff45b.jpg) Adding measurement 7b052c28 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.833e+02, gradient 6.696e-04, dot -0.463; [33bd1f16-4e67-4d0c-866b-a6f1b6479e42 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.6963589042425156, 12.999905198812485, 21.154472518712282, 26.8945730086416 LBFGS Accumulation History: 3 points Removed measurement 7b052c28 to history. Total: 3 th(0)=3.6963589042425156;dx=-4.4694607833241673E-7 New Minimum: 3.6963589042425156 > 3.021835818886757 END: th(6048000.0)=3.021835818886757; dx=-2.965283756202657E-9 evalInputDelta=0.6745230853557587 Fitness changed from 3.6963589042425156 to 3.021835818886757 Iteration 6 complete. Error: 3.021835818886757 Total: 4.3742; Orientation: 0.1290; Line Search: 2.8114 Adding measurement 704e56e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.338e+03, gradient 6.936e-04, dot -0.295; [33bd1f16-4e67-4d0c-866b-a6f1b6479e42 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.021835818886757, 12.999905198812485, 21.154472518712282, 26.8945730086416 LBFGS Accumulation History: 3 points Removed measurement 704e56e to history. Total: 3 th(0)=3.021835818886757;dx=-4.790913661068502E-7 Armijo: th(1.3030021005312834E7)=4.915615022182465; dx=2.2886678697138284E-7 evalInputDelta=-1.8937792032957077 New Minimum: 3.021835818886757 > 2.750851020216942 WOLF (strong): th(6515010.502656417)=2.750851020216942; dx=2.2525083478840905E-7 evalInputDelta=0.27098479866981506 New Minimum: 2.750851020216942 > 2.216832160949707 END: th(2171670.167552139)=2.216832160949707; dx=-1.808145904764492E-7 evalInputDelta=0.8050036579370499 Fitness changed from 3.021835818886757 to 2.216832160949707 Iteration 7 complete. Error: 2.216832160949707 Total: 7.0845; Orientation: 0.2315; Line Search: 5.5417 Adding measurement 2be3e54d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.884e+03, gradient 4.207e-04, dot -0.346; [33bd1f16-4e67-4d0c-866b-a6f1b6479e42 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.216832160949707, 12.999905198812485, 21.154472518712282, 26.8945730086416 LBFGS Accumulation History: 3 points Removed measurement 2be3e54d to history. Total: 3 th(0)=2.216832160949707;dx=-1.7466197465738425E-7 New Minimum: 2.216832160949707 > 1.6636924147605896 END: th(4678721.544281682)=1.6636924147605896; dx=-9.249972912726203E-8 evalInputDelta=0.5531397461891174 Fitness changed from 2.216832160949707 to 1.6636924147605896 Iteration 8 complete. Error: 1.6636924147605896 Total: 4.2758; Orientation: 0.0667; Line Search: 2.8963 Adding measurement 6d5d0692 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.742e+03, gradient 3.742e-04, dot -0.345; [33bd1f16-4e67-4d0c-866b-a6f1b6479e42 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.6636924147605896, 12.999905198812485, 21.154472518712282, 26.8945730086416 LBFGS Accumulation History: 3 points Removed measurement 6d5d0692 to history. Total: 3 th(0)=1.6636924147605896;dx=-1.3875238504446218E-7 New Minimum: 1.6636924147605896 > 1.2548709213733673 END: th(1.0080000000000002E7)=1.2548709213733673; dx=-1.6231224266910107E-8 evalInputDelta=0.4088214933872223 Fitness changed from 1.6636924147605896 to 1.2548709213733673 Iteration 9 complete. Error: 1.2548709213733673 Total: 4.0605; Orientation: 0.1309; Line Search: 2.6400 Adding measurement 7fdc4baf to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.224e+03, gradient 5.026e-04, dot -0.285; [33bd1f16-4e67-4d0c-866b-a6f1b6479e42 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.2548709213733673, 12.999905198812485, 21.154472518712282, 26.8945730086416 LBFGS Accumulation History: 3 points Removed measurement 7fdc4baf to history. Total: 3 th(0)=1.2548709213733673;dx=-2.504034769621201E-7 Armijo: th(2.1716701675521392E7)=4.9948886930942535; dx=1.5146756576383107E-7 evalInputDelta=-3.7400177717208862 Armijo: th(1.0858350837760696E7)=2.4873569011688232; dx=2.2906341056283894E-7 evalInputDelta=-1.232485979795456 New Minimum: 1.2548709213733673 > 0.8551146388053894 WOLF (strong): th(3619450.2792535652)=0.8551146388053894; dx=2.3554466247270308E-8 evalInputDelta=0.3997562825679779 END: th(904862.5698133913)=1.0354400724172592; dx=-1.8578974940962472E-7 evalInputDelta=0.2194308489561081 Fitness changed from 1.2548709213733673 to 0.8551146388053894 Iteration 10 complete. Error: 0.8551146388053894 Total: 8.4164; Orientation: 0.0708; Line Search: 6.9370 Iteration 10 ![Iteration 10](etc/baac5248-d481-40df-aad2-e7ba0e8e772a.jpg) Final threshold in iteration 11: 0.8551146388053894 (> -Infinity) after 66.392s (< 3600.000s)