Reset training subject: 2083411296771 Reset training subject: 2102039046771 Adding measurement 31af253f to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=9.001111477613449;dx=-7.426800673909567E-8 New Minimum: 9.001111477613449 > 9.001111432909966 WOLFE (weak): th(2.154434690031884)=9.001111432909966; dx=-7.408431530185102E-8 evalInputDelta=4.470348358154297E-8 New Minimum: 9.001111432909966 > 9.001111194491386 WOLFE (weak): th(4.308869380063768)=9.001111194491386; dx=-7.404836499603678E-8 evalInputDelta=2.8312206268310547E-7 New Minimum: 9.001111194491386 > 9.001109600067139 WOLFE (weak): th(12.926608140191302)=9.001109600067139; dx=-7.405064552968148E-8 evalInputDelta=1.8775463104248047E-6 New Minimum: 9.001109600067139 > 9.001103736460209 WOLFE (weak): th(51.70643256076521)=9.001103736460209; dx=-7.409129346951574E-8 evalInputDelta=7.741153240203857E-6 New Minimum: 9.001103736460209 > 9.001072481274605 WOLFE (weak): th(258.53216280382605)=9.001072481274605; dx=-7.407963168365728E-8 evalInputDelta=3.8996338844299316E-5 New Minimum: 9.001072481274605 > 9.00087732821703 WOLFE (weak): th(1551.1929768229563)=9.00087732821703; dx=-7.410030880166826E-8 evalInputDelta=2.3414939641952515E-4 New Minimum: 9.00087732821703 > 8.999469861388206 WOLFE (weak): th(10858.350837760694)=8.999469861388206; dx=-7.407691957375765E-8 evalInputDelta=0.0016416162252426147 New Minimum: 8.999469861388206 > 8.987978003919125 WOLFE (weak): th(86866.80670208555)=8.987978003919125; dx=-7.391847020443998E-8 evalInputDelta=0.013133473694324493 New Minimum: 8.987978003919125 > 8.883132934570312 WOLFE (weak): th(781801.26031877)=8.883132934570312; dx=-7.28997609280422E-8 evalInputDelta=0.1179785430431366 New Minimum: 8.883132934570312 > 7.913208037614822 END: th(7818012.6031877)=7.913208037614822; dx=-5.9437087093709574E-8 evalInputDelta=1.0879034399986267 Fitness changed from 9.001111477613449 to 7.913208037614822 Iteration 1 complete. Error: 7.913208037614822 Total: 276.6058; Orientation: 0.0626; Line Search: 220.8022 Iteration 1 ![Iteration 1](etc/0bb577a1-fcc5-43e3-a1f3-f27b31a784be.jpg) Adding measurement 24b67400 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=7.913208037614822;dx=-6.060587810289508E-8 New Minimum: 7.913208037614822 > 6.275933846831322 END: th(1.684339755941405E7)=6.275933846831322; dx=-3.811720815356824E-8 evalInputDelta=1.6372741907835007 Fitness changed from 7.913208037614822 to 6.275933846831322 Iteration 2 complete. Error: 6.275933846831322 Total: 55.5885; Orientation: 0.0623; Line Search: 35.9542 Iteration 2 ![Iteration 2](etc/b2423e42-28b9-4737-9da5-a7c42365069e.jpg) Adding measurement 4fa0d65d to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=6.275933846831322;dx=-4.2630000175992766E-8 New Minimum: 6.275933846831322 > 4.401234716176987 END: th(3.6288E7)=4.401234716176987; dx=-1.8800286278065936E-8 evalInputDelta=1.874699130654335 Fitness changed from 6.275933846831322 to 4.401234716176987 Iteration 3 complete. Error: 4.401234716176987 Total: 61.4356; Orientation: 0.0566; Line Search: 39.8932 Iteration 3 ![Iteration 3](etc/e56a76d4-b496-4fcc-be9d-e8a1720268fa.jpg) Adding measurement 110502d9 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.209e+04, gradient 1.579e-04, dot -0.614; [3d1e8498-eefa-4861-97e9-9d42a6f7f5e1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.401234716176987, 6.275933846831322, 7.913208037614822, 9.001111477613449 LBFGS Accumulation History: 3 points Removed measurement 110502d9 to history. Total: 3 th(0)=4.401234716176987;dx=-2.6098620160809144E-8 New Minimum: 4.401234716176987 > 2.531037777662277 END: th(7.8180126031877E7)=2.531037777662277; dx=-8.003607478871123E-9 evalInputDelta=1.8701969385147095 Fitness changed from 4.401234716176987 to 2.531037777662277 Iteration 4 complete. Error: 2.531037777662277 Total: 61.3587; Orientation: 1.4321; Line Search: 38.9696 Iteration 4 ![Iteration 4](etc/16c59dcc-f18e-4bd6-ab8f-efe7ef312aeb.jpg) Adding measurement 518fda8d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.130e+04, gradient 1.528e-04, dot -0.476; [3d1e8498-eefa-4861-97e9-9d42a6f7f5e1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.531037777662277, 6.275933846831322, 7.913208037614822, 9.001111477613449 LBFGS Accumulation History: 3 points Removed measurement 518fda8d to history. Total: 3 th(0)=2.531037777662277;dx=-2.3328641509851876E-8 New Minimum: 2.531037777662277 > 1.0240178406238556 END: th(1.6843397559414053E8)=1.0240178406238556; dx=-1.1079131103308075E-9 evalInputDelta=1.5070199370384216 Fitness changed from 2.531037777662277 to 1.0240178406238556 Iteration 5 complete. Error: 1.0240178406238556 Total: 65.8299; Orientation: 1.4107; Line Search: 42.2618 Iteration 5 ![Iteration 5](etc/b4f42bd5-d884-4f87-93d8-1f26580a0c34.jpg) Adding measurement 60a05c35 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.530e+04, gradient 1.652e-04, dot -0.261; [3d1e8498-eefa-4861-97e9-9d42a6f7f5e1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.0240178406238556, 6.275933846831322, 7.913208037614822, 9.001111477613449 LBFGS Accumulation History: 3 points Removed measurement 60a05c35 to history. Total: 3 th(0)=1.0240178406238556;dx=-2.722830202063046E-8 Armijo: th(3.6288000000000006E8)=1.6133142411708832; dx=4.247758643470957E-9 evalInputDelta=-0.5892964005470276 New Minimum: 1.0240178406238556 > 0.2032802700996399 WOLF (strong): th(1.8144000000000003E8)=0.2032802700996399; dx=1.4069825848284732E-9 evalInputDelta=0.8207375705242157 New Minimum: 0.2032802700996399 > 0.06789183616638184 END: th(6.048000000000001E7)=0.06789183616638184; dx=-3.721069404354931E-9 evalInputDelta=0.9561260044574738 Fitness changed from 1.0240178406238556 to 0.06789183616638184 Iteration 6 complete. Error: 0.06789183616638184 Total: 100.8327; Orientation: 1.4150; Line Search: 78.2995 Adding measurement e0f82a7 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.381e+04, gradient 9.823e-05, dot -0.325; [3d1e8498-eefa-4861-97e9-9d42a6f7f5e1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.06789183616638184, 6.275933846831322, 7.913208037614822, 9.001111477613449 LBFGS Accumulation History: 3 points Removed measurement e0f82a7 to history. Total: 3 th(0)=0.06789183616638184;dx=-9.640183899565746E-9 New Minimum: 0.06789183616638184 > -0.7531137466430664 END: th(1.3030021005312835E8)=-0.7531137466430664; dx=-1.1434489514359042E-9 evalInputDelta=0.8210055828094482 Fitness changed from 0.06789183616638184 to -0.7531137466430664 Iteration 7 complete. Error: -0.7531137466430664 Total: 61.8795; Orientation: 1.4220; Line Search: 40.3548 Adding measurement 54e7323c to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.465e+04, gradient 1.013e-04, dot -0.302; [3d1e8498-eefa-4861-97e9-9d42a6f7f5e1 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.7531137466430664, 6.275933846831322, 7.913208037614822, 9.001111477613449 LBFGS Accumulation History: 3 points Removed measurement 54e7323c to history. Total: 3 th(0)=-0.7531137466430664;dx=-1.0246751274211371E-8 Armijo: th(2.8072329265690094E8)=-0.40121155977249146; dx=1.8741711749069036E-9 evalInputDelta=-0.35190218687057495 New Minimum: -0.7531137466430664 > -1.028321534395218 WOLF (strong): th(1.4036164632845047E8)=-1.028321534395218; dx=1.3427994471879679E-9 evalInputDelta=0.2752077877521515 New Minimum: -1.028321534395218 > -1.1643985509872437 END: th(4.678721544281682E7)=-1.1643985509872437; dx=-2.306306170773346E-9 evalInputDelta=0.41128480434417725 Fitness changed from -0.7531137466430664 to -1.1643985509872437 Iteration 8 complete. Error: -1.1643985509872437 Total: 99.1230; Orientation: 1.4649; Line Search: 78.2667 Adding measurement 7756d512 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.399e+04, gradient 6.897e-05, dot -0.386; [3d1e8498-eefa-4861-97e9-9d42a6f7f5e1 = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.1643985509872437, 6.275933846831322, 7.913208037614822, 9.001111477613449 LBFGS Accumulation History: 3 points Removed measurement 7756d512 to history. Total: 3 th(0)=-1.1643985509872437;dx=-4.746807723527273E-9 New Minimum: -1.1643985509872437 > -1.5589430630207062 END: th(1.0080000000000003E8)=-1.5589430630207062; dx=-1.0962031604759242E-9 evalInputDelta=0.3945445120334625 Fitness changed from -1.1643985509872437 to -1.5589430630207062 Iteration 9 complete. Error: -1.5589430630207062 Total: 63.3912; Orientation: 1.4084; Line Search: 43.0941 Adding measurement 961999c to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.403e+04, gradient 8.643e-05, dot -0.309; [3d1e8498-eefa-4861-97e9-9d42a6f7f5e1 = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.5589430630207062, 6.275933846831322, 7.913208037614822, 9.001111477613449 LBFGS Accumulation History: 3 points Removed measurement 961999c to history. Total: 3 th(0)=-1.5589430630207062;dx=-7.464316230631912E-9 Armijo: th(2.1716701675521395E8)=-1.1378270387649536; dx=1.7460955031170072E-9 evalInputDelta=-0.42111602425575256 New Minimum: -1.5589430630207062 > -1.6305622458457947 WOLF (strong): th(1.0858350837760697E8)=-1.6305622458457947; dx=1.4665695214750994E-9 evalInputDelta=0.0716191828250885 New Minimum: -1.6305622458457947 > -1.7638395130634308 END: th(3.6194502792535655E7)=-1.7638395130634308; dx=-1.6001046960867054E-9 evalInputDelta=0.2048964500427246 Fitness changed from -1.5589430630207062 to -1.7638395130634308 Iteration 10 complete. Error: -1.7638395130634308 Total: 103.7554; Orientation: 1.4038; Line Search: 81.9886 Iteration 10 ![Iteration 10](etc/d857d7b2-6242-4463-9364-e3b8afa228f8.jpg) Final threshold in iteration 11: -1.7638395130634308 (> -Infinity) after 950.288s (< 1800.000s)