Reset training subject: 6417201401225 Reset training subject: 6425118645363 Adding measurement 76cc2700 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=7.0040093511343;dx=-2.1244385257089654E-7 New Minimum: 7.0040093511343 > 7.00400872528553 WOLFE (weak): th(2.154434690031884)=7.00400872528553; dx=-2.0991896963874832E-7 evalInputDelta=6.258487701416016E-7 New Minimum: 7.00400872528553 > 7.004008382558823 WOLFE (weak): th(4.308869380063768)=7.004008382558823; dx=-2.0989379977860682E-7 evalInputDelta=9.685754776000977E-7 New Minimum: 7.004008382558823 > 7.004006281495094 WOLFE (weak): th(12.926608140191302)=7.004006281495094; dx=-2.0985005071914014E-7 evalInputDelta=3.069639205932617E-6 New Minimum: 7.004006281495094 > 7.0039976835250854 WOLFE (weak): th(51.70643256076521)=7.0039976835250854; dx=-2.0982290174071186E-7 evalInputDelta=1.1667609214782715E-5 New Minimum: 7.0039976835250854 > 7.003951355814934 WOLFE (weak): th(258.53216280382605)=7.003951355814934; dx=-2.0980920127962332E-7 evalInputDelta=5.799531936645508E-5 New Minimum: 7.003951355814934 > 7.0036613047122955 WOLFE (weak): th(1551.1929768229563)=7.0036613047122955; dx=-2.0974579963359527E-7 evalInputDelta=3.480464220046997E-4 New Minimum: 7.0036613047122955 > 7.0015749335289 WOLFE (weak): th(10858.350837760694)=7.0015749335289; dx=-2.0984472887356623E-7 evalInputDelta=0.0024344176054000854 New Minimum: 7.0015749335289 > 6.984563127160072 WOLFE (weak): th(86866.80670208555)=6.984563127160072; dx=-2.0948023894354866E-7 evalInputDelta=0.019446223974227905 New Minimum: 6.984563127160072 > 6.831221893429756 WOLFE (weak): th(781801.26031877)=6.831221893429756; dx=-2.0407367412233664E-7 evalInputDelta=0.17278745770454407 New Minimum: 6.831221893429756 > 5.601209685206413 END: th(7818012.6031877)=5.601209685206413; dx=-1.3816833314906315E-7 evalInputDelta=1.402799665927887 Fitness changed from 7.0040093511343 to 5.601209685206413 Iteration 1 complete. Error: 5.601209685206413 Total: 116.4360; Orientation: 0.0352; Line Search: 91.0441 Iteration 1 ![Iteration 1](etc/e98f6183-cd3c-4e9b-b98c-fd59d6d7e398.jpg) Adding measurement 7daddfa6 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=5.601209685206413;dx=-1.500413388251915E-7 New Minimum: 5.601209685206413 > 4.053332477807999 END: th(1.684339755941405E7)=4.053332477807999; dx=-6.600311536235035E-8 evalInputDelta=1.5478772073984146 Fitness changed from 5.601209685206413 to 4.053332477807999 Iteration 2 complete. Error: 4.053332477807999 Total: 24.5454; Orientation: 0.0349; Line Search: 16.3168 Iteration 2 ![Iteration 2](etc/35861d31-54d7-413c-9a8c-c3c15c0da29b.jpg) Adding measurement 361897f4 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=4.053332477807999;dx=-9.765274518902192E-8 New Minimum: 4.053332477807999 > 2.7266098856925964 END: th(3.6288E7)=2.7266098856925964; dx=-2.3750806491065217E-8 evalInputDelta=1.3267225921154022 Fitness changed from 4.053332477807999 to 2.7266098856925964 Iteration 3 complete. Error: 2.7266098856925964 Total: 24.2600; Orientation: 0.0353; Line Search: 16.1177 Iteration 3 ![Iteration 3](etc/0a761db6-d09f-4ae7-b43a-7c39c74aab40.jpg) Adding measurement 1481b364 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.643e+04, gradient 2.633e-04, dot -0.456; [23c82323-72e7-481a-8ce8-0522ac93c031 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.7266098856925964, 4.053332477807999, 5.601209685206413, 7.0040093511343 LBFGS Accumulation History: 3 points Removed measurement 1481b364 to history. Total: 3 th(0)=2.7266098856925964;dx=-6.921452072628272E-8 New Minimum: 2.7266098856925964 > 2.023022621870041 END: th(7.8180126031877E7)=2.023022621870041; dx=-5.132462997278398E-9 evalInputDelta=0.7035872638225555 Fitness changed from 2.7266098856925964 to 2.023022621870041 Iteration 4 complete. Error: 2.023022621870041 Total: 24.8834; Orientation: 0.8582; Line Search: 16.0634 Iteration 4 ![Iteration 4](etc/a5dd4735-1341-4b60-96ae-3526962aea87.jpg) Adding measurement 33a99f8 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.150e+04, gradient 2.248e-04, dot -0.328; [23c82323-72e7-481a-8ce8-0522ac93c031 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.023022621870041, 4.053332477807999, 5.601209685206413, 7.0040093511343 LBFGS Accumulation History: 3 points Removed measurement 33a99f8 to history. Total: 3 th(0)=2.023022621870041;dx=-5.04766769842674E-8 Armijo: th(1.6843397559414053E8)=2.962733417749405; dx=5.298330794490719E-9 evalInputDelta=-0.939710795879364 New Minimum: 2.023022621870041 > 1.0168892741203308 END: th(8.421698779707026E7)=1.0168892741203308; dx=-3.2057810532768735E-9 evalInputDelta=1.00613334774971 Fitness changed from 2.023022621870041 to 1.0168892741203308 Iteration 5 complete. Error: 1.0168892741203308 Total: 35.3234; Orientation: 0.8153; Line Search: 25.9355 Iteration 5 ![Iteration 5](etc/564c8339-89a1-4fc7-9e34-cac6c33e7b92.jpg) Adding measurement 2928f6 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.539e+03, gradient 1.655e-04, dot -0.296; [23c82323-72e7-481a-8ce8-0522ac93c031 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.0168892741203308, 4.053332477807999, 5.601209685206413, 7.0040093511343 LBFGS Accumulation History: 3 points Removed measurement 2928f6 to history. Total: 3 th(0)=1.0168892741203308;dx=-2.735091827400208E-8 Armijo: th(1.8144000000000003E8)=1.5996030867099762; dx=3.4496798691601185E-9 evalInputDelta=-0.5827138125896454 New Minimum: 1.0168892741203308 > 0.2666565477848053 END: th(9.072000000000001E7)=0.2666565477848053; dx=-3.6030146149615555E-9 evalInputDelta=0.7502327263355255 Fitness changed from 1.0168892741203308 to 0.2666565477848053 Iteration 6 complete. Error: 0.2666565477848053 Total: 34.8971; Orientation: 0.8116; Line Search: 25.1972 Adding measurement 2bc0a98c to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.553e+03, gradient 1.361e-04, dot -0.284; [23c82323-72e7-481a-8ce8-0522ac93c031 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.2666565477848053, 4.053332477807999, 5.601209685206413, 7.0040093511343 LBFGS Accumulation History: 3 points Removed measurement 2bc0a98c to history. Total: 3 th(0)=0.2666565477848053;dx=-1.848129013503796E-8 Armijo: th(1.9545031507969254E8)=1.0204920172691345; dx=2.8598938193656776E-9 evalInputDelta=-0.7538354694843292 New Minimum: 0.2666565477848053 > -0.17750388383865356 END: th(9.772515753984627E7)=-0.17750388383865356; dx=-2.216486061430843E-9 evalInputDelta=0.44416043162345886 Fitness changed from 0.2666565477848053 to -0.17750388383865356 Iteration 7 complete. Error: -0.17750388383865356 Total: 34.2032; Orientation: 0.8053; Line Search: 24.4766 Adding measurement 164e5174 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.288e+03, gradient 1.210e-04, dot -0.264; [23c82323-72e7-481a-8ce8-0522ac93c031 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.17750388383865356, 4.053332477807999, 5.601209685206413, 7.0040093511343 LBFGS Accumulation History: 3 points Removed measurement 164e5174 to history. Total: 3 th(0)=-0.17750388383865356;dx=-1.4613076464199884E-8 Armijo: th(2.1054246949267572E8)=0.8339917063713074; dx=3.35241771063321E-9 evalInputDelta=-1.011495590209961 New Minimum: -0.17750388383865356 > -0.4403597116470337 END: th(1.0527123474633786E8)=-0.4403597116470337; dx=-7.725615790639992E-10 evalInputDelta=0.2628558278083801 Fitness changed from -0.17750388383865356 to -0.4403597116470337 Iteration 8 complete. Error: -0.4403597116470337 Total: 35.5027; Orientation: 0.8072; Line Search: 25.7149 Adding measurement 679c5750 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.421e+03, gradient 1.174e-04, dot -0.249; [23c82323-72e7-481a-8ce8-0522ac93c031 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.4403597116470337, 4.053332477807999, 5.601209685206413, 7.0040093511343 LBFGS Accumulation History: 3 points Removed measurement 679c5750 to history. Total: 3 th(0)=-0.4403597116470337;dx=-1.3766672445792102E-8 Armijo: th(2.268000000000001E8)=0.9655492305755615; dx=3.971899001789251E-9 evalInputDelta=-1.4059089422225952 New Minimum: -0.4403597116470337 > -0.5107216835021973 WOLF (strong): th(1.1340000000000004E8)=-0.5107216835021973; dx=5.486335728073191E-10 evalInputDelta=0.07036197185516357 New Minimum: -0.5107216835021973 > -0.7662067413330078 END: th(3.7800000000000015E7)=-0.7662067413330078; dx=-7.192843838205739E-9 evalInputDelta=0.3258470296859741 Fitness changed from -0.4403597116470337 to -0.7662067413330078 Iteration 9 complete. Error: -0.7662067413330078 Total: 42.3238; Orientation: 0.8074; Line Search: 32.9134 Adding measurement 408d47a9 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.078e+03, gradient 8.903e-05, dot -0.282; [23c82323-72e7-481a-8ce8-0522ac93c031 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.7662067413330078, 4.053332477807999, 5.601209685206413, 7.0040093511343 LBFGS Accumulation History: 3 points Removed measurement 408d47a9 to history. Total: 3 th(0)=-0.7662067413330078;dx=-7.91427760980425E-9 New Minimum: -0.7662067413330078 > -0.9542307108640671 END: th(8.143763128320524E7)=-0.9542307108640671; dx=-2.868301559062652E-9 evalInputDelta=0.18802396953105927 Fitness changed from -0.7662067413330078 to -0.9542307108640671 Iteration 10 complete. Error: -0.9542307108640671 Total: 26.5649; Orientation: 0.8068; Line Search: 17.5537 Iteration 10 ![Iteration 10](etc/b0f03fff-8d02-485c-ac0c-ab31786d0bce.jpg) Final threshold in iteration 11: -0.9542307108640671 (> -Infinity) after 399.169s (< 3600.000s)