Reset training subject: 10761776696655 Reset training subject: 10780546258676 Adding measurement 70239d2f to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=9.281953744590282;dx=-1.8091743334307493E-7 New Minimum: 9.281953744590282 > 9.281953610479832 WOLFE (weak): th(2.154434690031884)=9.281953610479832; dx=-1.8223327448813336E-7 evalInputDelta=1.341104507446289E-7 New Minimum: 9.281953610479832 > 9.28195308893919 WOLFE (weak): th(4.308869380063768)=9.28195308893919; dx=-1.8222916622934916E-7 evalInputDelta=6.556510925292969E-7 New Minimum: 9.28195308893919 > 9.281950235366821 WOLFE (weak): th(12.926608140191302)=9.281950235366821; dx=-1.8223011374253131E-7 evalInputDelta=3.509223461151123E-6 New Minimum: 9.281950235366821 > 9.28194022923708 WOLFE (weak): th(51.70643256076521)=9.28194022923708; dx=-1.822541679433584E-7 evalInputDelta=1.3515353202819824E-5 New Minimum: 9.28194022923708 > 9.2818848118186 WOLFE (weak): th(258.53216280382605)=9.2818848118186; dx=-1.8223585087153187E-7 evalInputDelta=6.893277168273926E-5 New Minimum: 9.2818848118186 > 9.281539216637611 WOLFE (weak): th(1551.1929768229563)=9.281539216637611; dx=-1.8224625377008085E-7 evalInputDelta=4.14527952671051E-4 New Minimum: 9.281539216637611 > 9.279050409793854 WOLFE (weak): th(10858.350837760694)=9.279050409793854; dx=-1.821428623722173E-7 evalInputDelta=0.0029033347964286804 New Minimum: 9.279050409793854 > 9.258743524551392 WOLFE (weak): th(86866.80670208555)=9.258743524551392; dx=-1.817215594860969E-7 evalInputDelta=0.02321022003889084 New Minimum: 9.258743524551392 > 9.076131723821163 WOLFE (weak): th(781801.26031877)=9.076131723821163; dx=-1.7540204224810844E-7 evalInputDelta=0.20582202076911926 New Minimum: 9.076131723821163 > 7.74920529127121 END: th(7818012.6031877)=7.74920529127121; dx=-8.553210949595951E-8 evalInputDelta=1.5327484533190727 Fitness changed from 9.281953744590282 to 7.74920529127121 Iteration 1 complete. Error: 7.74920529127121 Total: 269.8171; Orientation: 0.0791; Line Search: 211.5028 Iteration 1 ![Iteration 1](etc/91e9a43d-ae58-459d-b694-8fd187577807.jpg) Adding measurement 3da7a212 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=7.74920529127121;dx=-1.197166417402305E-7 New Minimum: 7.74920529127121 > 6.072947442531586 END: th(1.684339755941405E7)=6.072947442531586; dx=-4.074142090729295E-8 evalInputDelta=1.676257848739624 Fitness changed from 7.74920529127121 to 6.072947442531586 Iteration 2 complete. Error: 6.072947442531586 Total: 59.0668; Orientation: 0.0793; Line Search: 38.9236 Iteration 2 ![Iteration 2](etc/27cdb1ab-257e-40fb-a01a-0277fd8342aa.jpg) Adding measurement 686cdd1c to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=6.072947442531586;dx=-8.90412674929707E-8 New Minimum: 6.072947442531586 > 4.144663766026497 END: th(3.6288E7)=4.144663766026497; dx=-1.325828161326587E-8 evalInputDelta=1.9282836765050888 Fitness changed from 6.072947442531586 to 4.144663766026497 Iteration 3 complete. Error: 4.144663766026497 Total: 64.2351; Orientation: 0.0797; Line Search: 42.7620 Iteration 3 ![Iteration 3](etc/825229ed-5c2a-4d63-8c20-87fe8cfe8e4d.jpg) Adding measurement 1c02a4bf to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.580e+04, gradient 2.659e-04, dot -0.492; [ad41b2ad-e1db-4403-a038-54d3be275a6e = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.144663766026497, 6.072947442531586, 7.74920529127121, 9.281953744590282 LBFGS Accumulation History: 3 points Removed measurement 1c02a4bf to history. Total: 3 th(0)=4.144663766026497;dx=-7.068678247769261E-8 New Minimum: 4.144663766026497 > 2.7413097620010376 WOLF (strong): th(7.8180126031877E7)=2.7413097620010376; dx=5.866737302044549E-9 evalInputDelta=1.4033540040254593 New Minimum: 2.7413097620010376 > 2.503050684928894 END: th(3.90900630159385E7)=2.503050684928894; dx=-4.333019225696717E-9 evalInputDelta=1.6416130810976028 Fitness changed from 4.144663766026497 to 2.503050684928894 Iteration 4 complete. Error: 2.503050684928894 Total: 79.9985; Orientation: 1.8938; Line Search: 58.6367 Iteration 4 ![Iteration 4](etc/4bbfbf00-4ce7-4ac2-b549-9f71b598bc00.jpg) Adding measurement 261c12c3 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.200e+04, gradient 2.072e-04, dot -0.430; [ad41b2ad-e1db-4403-a038-54d3be275a6e = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.503050684928894, 6.072947442531586, 7.74920529127121, 9.281953744590282 LBFGS Accumulation History: 3 points Removed measurement 261c12c3 to history. Total: 3 th(0)=2.503050684928894;dx=-4.2366672615977566E-8 New Minimum: 2.503050684928894 > 1.5475310981273651 WOLF (strong): th(8.421698779707026E7)=1.5475310981273651; dx=7.024036537421099E-9 evalInputDelta=0.9555195868015289 New Minimum: 1.5475310981273651 > 1.2640616297721863 END: th(4.210849389853513E7)=1.2640616297721863; dx=-4.0703892823802574E-9 evalInputDelta=1.2389890551567078 Fitness changed from 2.503050684928894 to 1.2640616297721863 Iteration 5 complete. Error: 1.2640616297721863 Total: 85.4542; Orientation: 5.0600; Line Search: 59.6917 Iteration 5 ![Iteration 5](etc/3d3ad255-dae6-4aa6-b20f-1f15b651f3cc.jpg) Adding measurement 1c22df87 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.029e+04, gradient 1.535e-04, dot -0.422; [ad41b2ad-e1db-4403-a038-54d3be275a6e = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.2640616297721863, 6.072947442531586, 7.74920529127121, 9.281953744590282 LBFGS Accumulation History: 3 points Removed measurement 1c22df87 to history. Total: 3 th(0)=1.2640616297721863;dx=-2.3546995614663435E-8 New Minimum: 1.2640616297721863 > 0.699127122759819 WOLF (strong): th(9.072000000000001E7)=0.699127122759819; dx=4.877591430762092E-9 evalInputDelta=0.5649345070123672 New Minimum: 0.699127122759819 > 0.4831415116786957 END: th(4.536000000000001E7)=0.4831415116786957; dx=-2.871130949753957E-9 evalInputDelta=0.7809201180934906 Fitness changed from 1.2640616297721863 to 0.4831415116786957 Iteration 6 complete. Error: 0.4831415116786957 Total: 80.2847; Orientation: 1.8780; Line Search: 58.8634 Adding measurement 24329087 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.517e+03, gradient 1.240e-04, dot -0.425; [ad41b2ad-e1db-4403-a038-54d3be275a6e = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.4831415116786957, 6.072947442531586, 7.74920529127121, 9.281953744590282 LBFGS Accumulation History: 3 points Removed measurement 24329087 to history. Total: 3 th(0)=0.4831415116786957;dx=-1.5371768272797554E-8 New Minimum: 0.4831415116786957 > 0.30768391489982605 WOLF (strong): th(9.772515753984627E7)=0.30768391489982605; dx=4.315221251117064E-9 evalInputDelta=0.17545759677886963 New Minimum: 0.30768391489982605 > 0.00643196702003479 END: th(4.8862578769923136E7)=0.00643196702003479; dx=-5.825400727417275E-10 evalInputDelta=0.4767095446586609 Fitness changed from 0.4831415116786957 to 0.00643196702003479 Iteration 7 complete. Error: 0.00643196702003479 Total: 81.5063; Orientation: 1.8592; Line Search: 59.6722 Adding measurement 15cf06f7 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.178e+03, gradient 1.120e-04, dot -0.408; [ad41b2ad-e1db-4403-a038-54d3be275a6e = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.00643196702003479, 6.072947442531586, 7.74920529127121, 9.281953744590282 LBFGS Accumulation History: 3 points Removed measurement 15cf06f7 to history. Total: 3 th(0)=0.00643196702003479;dx=-1.2546582039730903E-8 Armijo: th(1.0527123474633786E8)=0.14835405349731445; dx=4.718478313994664E-9 evalInputDelta=-0.14192208647727966 New Minimum: 0.00643196702003479 > -0.29049350321292877 WOLF (strong): th(5.263561737316893E7)=-0.29049350321292877; dx=1.7528736594973851E-9 evalInputDelta=0.29692547023296356 END: th(1.754520579105631E7)=-0.22291621565818787; dx=-6.613075366248758E-9 evalInputDelta=0.22934818267822266 Fitness changed from 0.00643196702003479 to -0.29049350321292877 Iteration 8 complete. Error: -0.29049350321292877 Total: 102.2623; Orientation: 1.8437; Line Search: 81.1242 Adding measurement 70d437bd to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.132e+03, gradient 1.132e-04, dot -0.356; [ad41b2ad-e1db-4403-a038-54d3be275a6e = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.29049350321292877, 6.072947442531586, 7.74920529127121, 9.281953744590282 LBFGS Accumulation History: 3 points Removed measurement 70d437bd to history. Total: 3 th(0)=-0.29049350321292877;dx=-1.2806887736185061E-8 New Minimum: -0.29049350321292877 > -0.5689684152603149 END: th(3.7800000000000015E7)=-0.5689684152603149; dx=-3.625737284731288E-10 evalInputDelta=0.27847491204738617 Fitness changed from -0.29049350321292877 to -0.5689684152603149 Iteration 9 complete. Error: -0.5689684152603149 Total: 62.4560; Orientation: 1.9389; Line Search: 40.1621 Adding measurement 175f0967 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.103e+03, gradient 8.055e-05, dot -0.429; [ad41b2ad-e1db-4403-a038-54d3be275a6e = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.5689684152603149, 6.072947442531586, 7.74920529127121, 9.281953744590282 LBFGS Accumulation History: 3 points Removed measurement 175f0967 to history. Total: 3 th(0)=-0.5689684152603149;dx=-6.486947672683826E-9 New Minimum: -0.5689684152603149 > -0.6960964500904083 WOLF (strong): th(8.143763128320524E7)=-0.6960964500904083; dx=1.8118258492471245E-9 evalInputDelta=0.12712803483009338 New Minimum: -0.6960964500904083 > -0.7653669267892838 END: th(4.071881564160262E7)=-0.7653669267892838; dx=-1.6333373338293474E-9 evalInputDelta=0.1963985115289688 Fitness changed from -0.5689684152603149 to -0.7653669267892838 Iteration 10 complete. Error: -0.7653669267892838 Total: 81.0570; Orientation: 1.8863; Line Search: 59.4485 Iteration 10 ![Iteration 10](etc/cec39fc8-5b8d-49f9-a59d-ea1ddd0c4bdd.jpg) Final threshold in iteration 11: -0.7653669267892838 (> -Infinity) after 967.025s (< 3600.000s)