Reset training subject: 5992140605970 Reset training subject: 6012502084242 Adding measurement ea2b47e to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=8.471497729420662;dx=-1.6175350259621882E-7 New Minimum: 8.471497729420662 > 8.471497595310211 WOLFE (weak): th(2.154434690031884)=8.471497595310211; dx=-1.614120778280284E-7 evalInputDelta=1.341104507446289E-7 New Minimum: 8.471497595310211 > 8.471496999263763 WOLFE (weak): th(4.308869380063768)=8.471496999263763; dx=-1.6141529259062532E-7 evalInputDelta=7.301568984985352E-7 New Minimum: 8.471496999263763 > 8.471494495868683 WOLFE (weak): th(12.926608140191302)=8.471494495868683; dx=-1.6141340206493314E-7 evalInputDelta=3.2335519790649414E-6 New Minimum: 8.471494495868683 > 8.471485421061516 WOLFE (weak): th(51.70643256076521)=8.471485421061516; dx=-1.614132114982067E-7 evalInputDelta=1.2308359146118164E-5 New Minimum: 8.471485421061516 > 8.47143591940403 WOLFE (weak): th(258.53216280382605)=8.47143591940403; dx=-1.614199656772756E-7 evalInputDelta=6.181001663208008E-5 New Minimum: 8.47143591940403 > 8.471128568053246 WOLFE (weak): th(1551.1929768229563)=8.471128568053246; dx=-1.614077236947484E-7 evalInputDelta=3.6916136741638184E-4 New Minimum: 8.471128568053246 > 8.468911454081535 WOLFE (weak): th(10858.350837760694)=8.468911454081535; dx=-1.6133196025359822E-7 evalInputDelta=0.002586275339126587 New Minimum: 8.468911454081535 > 8.450832977890968 WOLFE (weak): th(86866.80670208555)=8.450832977890968; dx=-1.608734725789864E-7 evalInputDelta=0.020664751529693604 New Minimum: 8.450832977890968 > 8.288001343607903 WOLFE (weak): th(781801.26031877)=8.288001343607903; dx=-1.5598506822147578E-7 evalInputDelta=0.1834963858127594 New Minimum: 8.288001343607903 > 7.056652292609215 END: th(7818012.6031877)=7.056652292609215; dx=-8.243334640251219E-8 evalInputDelta=1.4148454368114471 Fitness changed from 8.471497729420662 to 7.056652292609215 Iteration 1 complete. Error: 7.056652292609215 Total: 275.6170; Orientation: 0.0799; Line Search: 217.5737 Iteration 1 ![Iteration 1](etc/26e05854-4b42-43d7-aa1e-9eca8359713d.jpg) Adding measurement 763ce99d to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=7.056652292609215;dx=-1.0225667111661538E-7 New Minimum: 7.056652292609215 > 5.471987366676331 END: th(1.684339755941405E7)=5.471987366676331; dx=-3.98426581011472E-8 evalInputDelta=1.5846649259328842 Fitness changed from 7.056652292609215 to 5.471987366676331 Iteration 2 complete. Error: 5.471987366676331 Total: 60.4844; Orientation: 0.0808; Line Search: 39.4193 Iteration 2 ![Iteration 2](etc/b5503319-2b71-4748-b151-1e09c63d4dda.jpg) Adding measurement 57081780 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=5.471987366676331;dx=-7.347861186677563E-8 New Minimum: 5.471987366676331 > 3.694454312324524 END: th(3.6288E7)=3.694454312324524; dx=-1.3361327990837646E-8 evalInputDelta=1.7775330543518066 Fitness changed from 5.471987366676331 to 3.694454312324524 Iteration 3 complete. Error: 3.694454312324524 Total: 59.4369; Orientation: 0.0807; Line Search: 38.7495 Iteration 3 ![Iteration 3](etc/7bca78f7-a3dc-45cf-9ca6-57de970ed5b4.jpg) Adding measurement 2a621664 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.459e+04, gradient 2.454e-04, dot -0.513; [66610805-8cbf-419f-8949-733b3c225705 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.694454312324524, 5.471987366676331, 7.056652292609215, 8.471497729420662 LBFGS Accumulation History: 3 points Removed measurement 2a621664 to history. Total: 3 th(0)=3.694454312324524;dx=-6.001908047997789E-8 New Minimum: 3.694454312324524 > 2.3943434357643127 WOLF (strong): th(7.8180126031877E7)=2.3943434357643127; dx=5.2358506668909694E-9 evalInputDelta=1.3001108765602112 New Minimum: 2.3943434357643127 > 2.200634330511093 END: th(3.90900630159385E7)=2.200634330511093; dx=-4.102921926205243E-9 evalInputDelta=1.4938199818134308 Fitness changed from 3.694454312324524 to 2.200634330511093 Iteration 4 complete. Error: 2.200634330511093 Total: 83.7747; Orientation: 1.8876; Line Search: 59.9351 Iteration 4 ![Iteration 4](etc/bf7b1411-2f83-4a20-a643-6e3ec6c776ce.jpg) Adding measurement 55c03e58 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.229e+04, gradient 1.999e-04, dot -0.454; [66610805-8cbf-419f-8949-733b3c225705 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.200634330511093, 5.471987366676331, 7.056652292609215, 8.471497729420662 LBFGS Accumulation History: 3 points Removed measurement 55c03e58 to history. Total: 3 th(0)=2.200634330511093;dx=-3.994863753268113E-8 New Minimum: 2.200634330511093 > 1.4043849408626556 WOLF (strong): th(8.421698779707026E7)=1.4043849408626556; dx=6.77657082022101E-9 evalInputDelta=0.7962493896484375 New Minimum: 1.4043849408626556 > 1.102751299738884 END: th(4.210849389853513E7)=1.102751299738884; dx=-2.9437982990279982E-9 evalInputDelta=1.0978830307722092 Fitness changed from 2.200634330511093 to 1.102751299738884 Iteration 5 complete. Error: 1.102751299738884 Total: 82.8320; Orientation: 1.8661; Line Search: 59.5937 Iteration 5 ![Iteration 5](etc/71d04173-1f90-4ba3-bb30-5d45a06acfc5.jpg) Adding measurement 577a5111 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.076e+04, gradient 1.528e-04, dot -0.437; [66610805-8cbf-419f-8949-733b3c225705 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.102751299738884, 5.471987366676331, 7.056652292609215, 8.471497729420662 LBFGS Accumulation History: 3 points Removed measurement 577a5111 to history. Total: 3 th(0)=1.102751299738884;dx=-2.3347391107471328E-8 New Minimum: 1.102751299738884 > 0.6145148873329163 WOLF (strong): th(9.072000000000001E7)=0.6145148873329163; dx=5.232461747798113E-9 evalInputDelta=0.4882364124059677 New Minimum: 0.6145148873329163 > 0.37272660434246063 END: th(4.536000000000001E7)=0.37272660434246063; dx=-2.264247277215951E-9 evalInputDelta=0.7300246953964233 Fitness changed from 1.102751299738884 to 0.37272660434246063 Iteration 6 complete. Error: 0.37272660434246063 Total: 81.3092; Orientation: 1.9589; Line Search: 58.4319 Adding measurement 6d22db39 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.624e+03, gradient 1.225e-04, dot -0.434; [66610805-8cbf-419f-8949-733b3c225705 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.37272660434246063, 5.471987366676331, 7.056652292609215, 8.471497729420662 LBFGS Accumulation History: 3 points Removed measurement 6d22db39 to history. Total: 3 th(0)=0.37272660434246063;dx=-1.5010205160313988E-8 New Minimum: 0.37272660434246063 > 0.15988269448280334 WOLF (strong): th(9.772515753984627E7)=0.15988269448280334; dx=4.091772818205645E-9 evalInputDelta=0.2128439098596573 New Minimum: 0.15988269448280334 > -0.0902852714061737 END: th(4.8862578769923136E7)=-0.0902852714061737; dx=-8.324773019808901E-10 evalInputDelta=0.46301187574863434 Fitness changed from 0.37272660434246063 to -0.0902852714061737 Iteration 7 complete. Error: -0.0902852714061737 Total: 79.3663; Orientation: 1.8619; Line Search: 57.6973 Adding measurement 40802f15 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.313e+03, gradient 1.081e-04, dot -0.422; [66610805-8cbf-419f-8949-733b3c225705 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.0902852714061737, 5.471987366676331, 7.056652292609215, 8.471497729420662 LBFGS Accumulation History: 3 points Removed measurement 40802f15 to history. Total: 3 th(0)=-0.0902852714061737;dx=-1.1693068162853598E-8 Armijo: th(1.0527123474633786E8)=-0.06390251219272614; dx=4.103977382293683E-9 evalInputDelta=-0.02638275921344757 New Minimum: -0.0902852714061737 > -0.40417006611824036 WOLF (strong): th(5.263561737316893E7)=-0.40417006611824036; dx=7.962142072872726E-10 evalInputDelta=0.31388479471206665 END: th(1.754520579105631E7)=-0.3079252988100052; dx=-6.321371738629653E-9 evalInputDelta=0.21764002740383148 Fitness changed from -0.0902852714061737 to -0.40417006611824036 Iteration 8 complete. Error: -0.40417006611824036 Total: 103.8094; Orientation: 1.8941; Line Search: 82.4747 Adding measurement 392b0a11 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.594e+03, gradient 1.014e-04, dot -0.370; [66610805-8cbf-419f-8949-733b3c225705 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.40417006611824036, 5.471987366676331, 7.056652292609215, 8.471497729420662 LBFGS Accumulation History: 3 points Removed measurement 392b0a11 to history. Total: 3 th(0)=-0.40417006611824036;dx=-1.0276579527619723E-8 New Minimum: -0.40417006611824036 > -0.6475242525339127 END: th(3.7800000000000015E7)=-0.6475242525339127; dx=-9.18255033733292E-10 evalInputDelta=0.2433541864156723 Fitness changed from -0.40417006611824036 to -0.6475242525339127 Iteration 9 complete. Error: -0.6475242525339127 Total: 58.1951; Orientation: 1.8518; Line Search: 36.9379 Adding measurement 4719c7a3 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.726e+03, gradient 7.683e-05, dot -0.463; [66610805-8cbf-419f-8949-733b3c225705 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.6475242525339127, 5.471987366676331, 7.056652292609215, 8.471497729420662 LBFGS Accumulation History: 3 points Removed measurement 4719c7a3 to history. Total: 3 th(0)=-0.6475242525339127;dx=-5.900294352806012E-9 New Minimum: -0.6475242525339127 > -0.7872218042612076 WOLF (strong): th(8.143763128320524E7)=-0.7872218042612076; dx=1.0727789118112582E-9 evalInputDelta=0.13969755172729492 New Minimum: -0.7872218042612076 > -0.8304764628410339 END: th(4.071881564160262E7)=-0.8304764628410339; dx=-1.7995607064127571E-9 evalInputDelta=0.18295221030712128 Fitness changed from -0.6475242525339127 to -0.8304764628410339 Iteration 10 complete. Error: -0.8304764628410339 Total: 78.8591; Orientation: 1.8671; Line Search: 58.7027 Iteration 10 ![Iteration 10](etc/a38171bd-aca7-4274-945d-d5708634d7b0.jpg) Final threshold in iteration 11: -0.8304764628410339 (> -Infinity) after 964.615s (< 3600.000s)