Reset training subject: 8071349390000 Reset training subject: 8086252029687 Adding measurement 3e2da774 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=7.834185391664505;dx=-4.32248766112453E-7 New Minimum: 7.834185391664505 > 7.83418482542038 WOLFE (weak): th(2.154434690031884)=7.83418482542038; dx=-4.3193524664868404E-7 evalInputDelta=5.662441253662109E-7 New Minimum: 7.83418482542038 > 7.834184169769287 WOLFE (weak): th(4.308869380063768)=7.834184169769287; dx=-4.3193452705334416E-7 evalInputDelta=1.2218952178955078E-6 New Minimum: 7.834184169769287 > 7.834178775548935 WOLFE (weak): th(12.926608140191302)=7.834178775548935; dx=-4.3193799269007505E-7 evalInputDelta=6.616115570068359E-6 New Minimum: 7.834178775548935 > 7.834157653152943 WOLFE (weak): th(51.70643256076521)=7.834157653152943; dx=-4.3193512980708476E-7 evalInputDelta=2.7738511562347412E-5 New Minimum: 7.834157653152943 > 7.834046609699726 WOLFE (weak): th(258.53216280382605)=7.834046609699726; dx=-4.3191856581628486E-7 evalInputDelta=1.3878196477890015E-4 New Minimum: 7.834046609699726 > 7.833354450762272 WOLFE (weak): th(1551.1929768229563)=7.833354450762272; dx=-4.317989396524685E-7 evalInputDelta=8.309409022331238E-4 New Minimum: 7.833354450762272 > 7.8283738270401955 WOLFE (weak): th(10858.350837760694)=7.8283738270401955; dx=-4.3125210435517257E-7 evalInputDelta=0.00581156462430954 New Minimum: 7.8283738270401955 > 7.7879201620817184 WOLFE (weak): th(86866.80670208555)=7.7879201620817184; dx=-4.2654538865162977E-7 evalInputDelta=0.04626522958278656 New Minimum: 7.7879201620817184 > 7.4387679398059845 END: th(781801.26031877)=7.4387679398059845; dx=-3.7746328681431895E-7 evalInputDelta=0.3954174518585205 Fitness changed from 7.834185391664505 to 7.4387679398059845 Iteration 1 complete. Error: 7.4387679398059845 Total: 187.2002; Orientation: 0.0655; Line Search: 143.7878 Iteration 1 ![Iteration 1](etc/1adaab8f-feab-4ddb-ba9d-7a5e81dd4c8e.jpg) Adding measurement 1cd83d15 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=7.4387679398059845;dx=-3.513282766168689E-7 New Minimum: 7.4387679398059845 > 6.787529781460762 END: th(1684339.7559414052)=6.787529781460762; dx=-2.708107010500628E-7 evalInputDelta=0.6512381583452225 Fitness changed from 7.4387679398059845 to 6.787529781460762 Iteration 2 complete. Error: 6.787529781460762 Total: 45.8177; Orientation: 0.0659; Line Search: 30.4439 Iteration 2 ![Iteration 2](etc/563bc2c2-cfdb-4719-be6a-552ecd219966.jpg) Adding measurement 72d7cca5 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=6.787529781460762;dx=-2.581168033171804E-7 New Minimum: 6.787529781460762 > 5.8389215767383575 END: th(3628800.0)=5.8389215767383575; dx=-1.785382363895472E-7 evalInputDelta=0.9486082047224045 Fitness changed from 6.787529781460762 to 5.8389215767383575 Iteration 3 complete. Error: 5.8389215767383575 Total: 42.3337; Orientation: 0.0663; Line Search: 28.0752 Iteration 3 ![Iteration 3](etc/0777c64b-7b28-49e6-bf05-66a95eebde42.jpg) Adding measurement 3e9b98d7 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.059e+03, gradient 4.253e-04, dot -0.869; [c4844144-5007-4a47-8189-480872385f4c = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.8389215767383575, 6.787529781460762, 7.4387679398059845, 7.834185391664505 LBFGS Accumulation History: 3 points Removed measurement 3e9b98d7 to history. Total: 3 th(0)=5.8389215767383575;dx=-1.8088510683209177E-7 New Minimum: 5.8389215767383575 > 4.587336778640747 END: th(7818012.6031877)=4.587336778640747; dx=-1.0075005918231365E-7 evalInputDelta=1.2515847980976105 Fitness changed from 5.8389215767383575 to 4.587336778640747 Iteration 4 complete. Error: 4.587336778640747 Total: 44.9383; Orientation: 1.5474; Line Search: 27.5947 Iteration 4 ![Iteration 4](etc/5727c1c1-fb27-4482-80af-8b2a38af48ce.jpg) Adding measurement 3ae03a2e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.926e+03, gradient 3.429e-04, dot -0.746; [c4844144-5007-4a47-8189-480872385f4c = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.587336778640747, 6.787529781460762, 7.4387679398059845, 7.834185391664505 LBFGS Accumulation History: 3 points Removed measurement 3ae03a2e to history. Total: 3 th(0)=4.587336778640747;dx=-1.175622179042447E-7 New Minimum: 4.587336778640747 > 3.161594420671463 END: th(1.684339755941405E7)=3.161594420671463; dx=-4.653523294426573E-8 evalInputDelta=1.425742357969284 Fitness changed from 4.587336778640747 to 3.161594420671463 Iteration 5 complete. Error: 3.161594420671463 Total: 45.3808; Orientation: 1.5459; Line Search: 29.7687 Iteration 5 ![Iteration 5](etc/7ef7f35a-2d44-41d3-b0b9-978880eb066f.jpg) Adding measurement 4c5789fc to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.906e+03, gradient 2.823e-04, dot -0.561; [c4844144-5007-4a47-8189-480872385f4c = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.161594420671463, 6.787529781460762, 7.4387679398059845, 7.834185391664505 LBFGS Accumulation History: 3 points Removed measurement 4c5789fc to history. Total: 3 th(0)=3.161594420671463;dx=-7.972107046029352E-8 New Minimum: 3.161594420671463 > 2.043239042162895 WOLF (strong): th(3.6288E7)=2.043239042162895; dx=8.43352922624849E-10 evalInputDelta=1.1183553785085678 END: th(1.8144E7)=2.189416393637657; dx=-2.6122014023227402E-8 evalInputDelta=0.9721780270338058 Fitness changed from 3.161594420671463 to 2.043239042162895 Iteration 6 complete. Error: 2.043239042162895 Total: 57.4994; Orientation: 1.5470; Line Search: 42.0897 Adding measurement 37a06af0 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.325e+03, gradient 3.373e-04, dot -0.284; [c4844144-5007-4a47-8189-480872385f4c = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.043239042162895, 6.787529781460762, 7.4387679398059845, 7.834185391664505 LBFGS Accumulation History: 3 points Removed measurement 37a06af0 to history. Total: 3 th(0)=2.043239042162895;dx=-1.1378804010024412E-7 Armijo: th(3.90900630159385E7)=2.0568391382694244; dx=4.417064369403432E-8 evalInputDelta=-0.013600096106529236 New Minimum: 2.043239042162895 > 1.3397440761327744 WOLF (strong): th(1.954503150796925E7)=1.3397440761327744; dx=1.5551589863795604E-9 evalInputDelta=0.7034949660301208 END: th(6515010.502656416)=1.543555662035942; dx=-3.528225424404059E-8 evalInputDelta=0.4996833801269531 Fitness changed from 2.043239042162895 to 1.3397440761327744 Iteration 7 complete. Error: 1.3397440761327744 Total: 73.0820; Orientation: 1.5556; Line Search: 56.6069 Adding measurement 34344410 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.100e+03, gradient 2.165e-04, dot -0.325; [c4844144-5007-4a47-8189-480872385f4c = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.3397440761327744, 6.787529781460762, 7.4387679398059845, 7.834185391664505 LBFGS Accumulation History: 3 points Removed measurement 34344410 to history. Total: 3 th(0)=1.3397440761327744;dx=-4.6717163941286144E-8 New Minimum: 1.3397440761327744 > 0.9029615595936775 END: th(1.4036164632845044E7)=0.9029615595936775; dx=-1.5237195722706443E-8 evalInputDelta=0.43678251653909683 Fitness changed from 1.3397440761327744 to 0.9029615595936775 Iteration 8 complete. Error: 0.9029615595936775 Total: 45.2588; Orientation: 1.5343; Line Search: 27.5506 Adding measurement 764435b7 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.311e+03, gradient 1.706e-04, dot -0.406; [c4844144-5007-4a47-8189-480872385f4c = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.9029615595936775, 6.787529781460762, 7.4387679398059845, 7.834185391664505 LBFGS Accumulation History: 3 points Removed measurement 764435b7 to history. Total: 3 th(0)=0.9029615595936775;dx=-2.9114280476513365E-8 New Minimum: 0.9029615595936775 > 0.7065891325473785 WOLF (strong): th(3.0240000000000004E7)=0.7065891325473785; dx=3.9567806335808344E-9 evalInputDelta=0.19637242704629898 New Minimum: 0.7065891325473785 > 0.6601945832371712 END: th(1.5120000000000002E7)=0.6601945832371712; dx=-6.082176120929233E-9 evalInputDelta=0.24276697635650635 Fitness changed from 0.9029615595936775 to 0.6601945832371712 Iteration 9 complete. Error: 0.6601945832371712 Total: 59.3037; Orientation: 1.5194; Line Search: 43.1342 Adding measurement 45ac4391 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.677e+03, gradient 1.885e-04, dot -0.336; [c4844144-5007-4a47-8189-480872385f4c = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.6601945832371712, 6.787529781460762, 7.4387679398059845, 7.834185391664505 LBFGS Accumulation History: 3 points Removed measurement 45ac4391 to history. Total: 3 th(0)=0.6601945832371712;dx=-3.5525823201324435E-8 New Minimum: 0.6601945832371712 > 0.5259953886270523 WOLF (strong): th(3.2575052513282087E7)=0.5259953886270523; dx=7.231014464850656E-9 evalInputDelta=0.13419919461011887 New Minimum: 0.5259953886270523 > 0.5208402276039124 END: th(1.6287526256641043E7)=0.5208402276039124; dx=-5.545138650486949E-9 evalInputDelta=0.13935435563325882 Fitness changed from 0.6601945832371712 to 0.5208402276039124 Iteration 10 complete. Error: 0.5208402276039124 Total: 58.8897; Orientation: 1.5251; Line Search: 42.2321 Iteration 10 ![Iteration 10](etc/bb53dfe0-64de-4631-b6b2-3317bb281bd4.jpg) Final threshold in iteration 11: 0.5208402276039124 (> -Infinity) after 659.996s (< 3600.000s)