Reset training subject: 926725825775100 Reset training subject: 926729790136700 Adding measurement 607a6762 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=2.4647946655750275;dx=-8.85562152439701E-6 New Minimum: 2.4647946655750275 > 2.464780755341053 WOLFE (weak): th(2.154434690031884)=2.464780755341053; dx=-8.856245783782063E-6 evalInputDelta=1.3910233974456787E-5 New Minimum: 2.464780755341053 > 2.464765377342701 WOLFE (weak): th(4.308869380063768)=2.464765377342701; dx=-8.8564302285669E-6 evalInputDelta=2.928823232650757E-5 New Minimum: 2.464765377342701 > 2.4647058434784412 WOLFE (weak): th(12.926608140191302)=2.4647058434784412; dx=-8.857794429961478E-6 evalInputDelta=8.882209658622742E-5 New Minimum: 2.4647058434784412 > 2.4644398540258408 WOLFE (weak): th(51.70643256076521)=2.4644398540258408; dx=-8.83855362089834E-6 evalInputDelta=3.5481154918670654E-4 New Minimum: 2.4644398540258408 > 2.463024191558361 WOLFE (weak): th(258.53216280382605)=2.463024191558361; dx=-8.829294046521588E-6 evalInputDelta=0.0017704740166664124 New Minimum: 2.463024191558361 > 2.4542646408081055 WOLFE (weak): th(1551.1929768229563)=2.4542646408081055; dx=-8.563525595361034E-6 evalInputDelta=0.010530024766921997 New Minimum: 2.4542646408081055 > 2.399552822113037 END: th(10858.350837760694)=2.399552822113037; dx=-6.62047073380903E-6 evalInputDelta=0.06524184346199036 Fitness changed from 2.4647946655750275 to 2.399552822113037 Iteration 1 complete. Error: 2.399552822113037 Total: 43.5009; Orientation: 0.0641; Line Search: 32.0066 Iteration 1 ![Iteration 1](etc/7909751d-0b48-4429-b99b-763a63fe33bf.jpg) Adding measurement 70553522 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=2.399552822113037;dx=-6.221251783401166E-6 New Minimum: 2.399552822113037 > 2.3032533526420593 END: th(23393.607721408407)=2.3032533526420593; dx=-4.367041556545229E-6 evalInputDelta=0.09629946947097778 Fitness changed from 2.399552822113037 to 2.3032533526420593 Iteration 2 complete. Error: 2.3032533526420593 Total: 11.6608; Orientation: 0.0677; Line Search: 7.7363 Iteration 2 ![Iteration 2](etc/0edaff95-5379-4125-8ea6-d13faa77a578.jpg) Adding measurement 679833ee to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=2.3032533526420593;dx=-4.331241981531454E-6 New Minimum: 2.3032533526420593 > 2.1688404381275177 END: th(50400.00000000001)=2.1688404381275177; dx=-2.4965467099760438E-6 evalInputDelta=0.13441291451454163 Fitness changed from 2.3032533526420593 to 2.1688404381275177 Iteration 3 complete. Error: 2.1688404381275177 Total: 11.7472; Orientation: 0.0663; Line Search: 7.8455 Iteration 3 ![Iteration 3](etc/05aa1fd0-cc65-40f7-95dc-820c7eced383.jpg) Adding measurement 63d19c63 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.277e+02, gradient 1.721e-03, dot -0.907; [391eb732-7467-423d-8281-b6427bc42249 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.4647946655750275, 2.399552822113037, 2.3032533526420593, 2.1688404381275177 LBFGS Accumulation History: 3 points Removed measurement 607a6762 to history. Total: 4 th(0)=2.1688404381275177;dx=-2.9619062002770416E-6 New Minimum: 2.1688404381275177 > 2.0064540654420853 END: th(108583.50837760697)=2.0064540654420853; dx=-1.1677705133456362E-6 evalInputDelta=0.16238637268543243 Fitness changed from 2.1688404381275177 to 2.0064540654420853 Iteration 4 complete. Error: 2.0064540654420853 Total: 13.6677; Orientation: 1.8610; Line Search: 8.2661 Iteration 4 ![Iteration 4](etc/b86a1406-91ce-416d-9e73-5c24f5bb55e8.jpg) Adding measurement 5143dc06 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.582e+02, gradient 1.623e-03, dot -0.751; [391eb732-7467-423d-8281-b6427bc42249 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.399552822113037, 2.3032533526420593, 2.1688404381275177, 2.0064540654420853 LBFGS Accumulation History: 3 points Removed measurement 70553522 to history. Total: 4 th(0)=2.0064540654420853;dx=-2.6335035046612226E-6 New Minimum: 2.0064540654420853 > 1.8354668505489826 END: th(233936.07721408413)=1.8354668505489826; dx=-4.8802628417357E-7 evalInputDelta=0.17098721489310265 Fitness changed from 2.0064540654420853 to 1.8354668505489826 Iteration 5 complete. Error: 1.8354668505489826 Total: 13.5815; Orientation: 1.9002; Line Search: 7.8480 Iteration 5 ![Iteration 5](etc/4c1cec03-3d87-4aba-a760-ab465ce9d6f4.jpg) Adding measurement 626f20e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.492e+02, gradient 1.682e-03, dot -0.666; [391eb732-7467-423d-8281-b6427bc42249 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.3032533526420593, 2.1688404381275177, 2.0064540654420853, 1.8354668505489826 LBFGS Accumulation History: 3 points Removed measurement 679833ee to history. Total: 4 th(0)=1.8354668505489826;dx=-2.8300045447253422E-6 New Minimum: 1.8354668505489826 > 1.7045780047774315 END: th(504000.0000000002)=1.7045780047774315; dx=-5.097394784413991E-8 evalInputDelta=0.13088884577155113 Fitness changed from 1.8354668505489826 to 1.7045780047774315 Iteration 6 complete. Error: 1.7045780047774315 Total: 13.5121; Orientation: 1.8762; Line Search: 7.7816 Adding measurement 142fdd9 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.385e+02, gradient 1.623e-03, dot -0.709; [391eb732-7467-423d-8281-b6427bc42249 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.1688404381275177, 2.0064540654420853, 1.8354668505489826, 1.7045780047774315 LBFGS Accumulation History: 3 points Removed measurement 63d19c63 to history. Total: 4 th(0)=1.7045780047774315;dx=-2.6343610145478693E-6 New Minimum: 1.7045780047774315 > 1.5969214886426926 WOLF (strong): th(1085835.0837760698)=1.5969214886426926; dx=5.9312257495127506E-8 evalInputDelta=0.10765651613473892 New Minimum: 1.5969214886426926 > 1.5111078545451164 WOLF (strong): th(542917.5418880349)=1.5111078545451164; dx=1.8273383262602297E-8 evalInputDelta=0.19347015023231506 New Minimum: 1.5111078545451164 > 1.5102330073714256 END: th(180972.5139626783)=1.5102330073714256; dx=-4.948583829237403E-7 evalInputDelta=0.19434499740600586 Fitness changed from 1.7045780047774315 to 1.5102330073714256 Iteration 7 complete. Error: 1.5102330073714256 Total: 21.1278; Orientation: 1.8812; Line Search: 15.4637 Adding measurement 5af9cc4c to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.063e+02, gradient 1.173e-03, dot -0.787; [391eb732-7467-423d-8281-b6427bc42249 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.0064540654420853, 1.8354668505489826, 1.7045780047774315, 1.5102330073714256 LBFGS Accumulation History: 3 points Removed measurement 5143dc06 to history. Total: 4 th(0)=1.5102330073714256;dx=-1.376620050132552E-6 New Minimum: 1.5102330073714256 > 1.36483533680439 END: th(389893.4620234736)=1.36483533680439; dx=-9.140667369847259E-8 evalInputDelta=0.14539767056703568 Fitness changed from 1.5102330073714256 to 1.36483533680439 Iteration 8 complete. Error: 1.36483533680439 Total: 14.0278; Orientation: 2.3312; Line Search: 7.9855 Adding measurement 516bac82 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.170e+02, gradient 1.247e-03, dot -0.660; [391eb732-7467-423d-8281-b6427bc42249 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.8354668505489826, 1.7045780047774315, 1.5102330073714256, 1.36483533680439 LBFGS Accumulation History: 3 points Removed measurement 626f20e to history. Total: 4 th(0)=1.36483533680439;dx=-1.554386502291302E-6 New Minimum: 1.36483533680439 > 1.31394412368536 WOLF (strong): th(840000.0000000003)=1.31394412368536; dx=9.411753778027433E-8 evalInputDelta=0.05089121311903 New Minimum: 1.31394412368536 > 1.2539412081241608 WOLF (strong): th(420000.0000000002)=1.2539412081241608; dx=6.230536098348286E-8 evalInputDelta=0.11089412868022919 New Minimum: 1.2539412081241608 > 1.253930225968361 END: th(140000.00000000006)=1.253930225968361; dx=-3.9970315013885936E-7 evalInputDelta=0.11090511083602905 Fitness changed from 1.36483533680439 to 1.253930225968361 Iteration 9 complete. Error: 1.253930225968361 Total: 21.4471; Orientation: 1.8979; Line Search: 15.7269 Adding measurement 523f510b to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.824e+02, gradient 9.049e-04, dot -0.755; [391eb732-7467-423d-8281-b6427bc42249 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.7045780047774315, 1.5102330073714256, 1.36483533680439, 1.253930225968361 LBFGS Accumulation History: 3 points Removed measurement 142fdd9 to history. Total: 4 th(0)=1.253930225968361;dx=-8.187922137651933E-7 New Minimum: 1.253930225968361 > 1.1651371270418167 END: th(301620.8566044639)=1.1651371270418167; dx=-1.4789469408905275E-7 evalInputDelta=0.08879309892654419 Fitness changed from 1.253930225968361 to 1.1651371270418167 Iteration 10 complete. Error: 1.1651371270418167 Total: 13.4236; Orientation: 1.8770; Line Search: 7.8765 Iteration 10 ![Iteration 10](etc/6815cbdc-af66-4594-989f-3f5bb07a6a4b.jpg) Adding measurement 4d3c56c7 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.748e+02, gradient 9.492e-04, dot -0.648; [391eb732-7467-423d-8281-b6427bc42249 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.5102330073714256, 1.36483533680439, 1.253930225968361, 1.1651371270418167 LBFGS Accumulation History: 3 points Removed measurement 5af9cc4c to history. Total: 4 th(0)=1.1651371270418167;dx=-9.010430352080563E-7 New Minimum: 1.1651371270418167 > 1.100710615515709 WOLF (strong): th(649822.4367057894)=1.100710615515709; dx=3.898579255685726E-8 evalInputDelta=0.06442651152610779 New Minimum: 1.100710615515709 > 1.0820335894823074 END: th(324911.2183528947)=1.0820335894823074; dx=-3.72373792796975E-8 evalInputDelta=0.08310353755950928 Fitness changed from 1.1651371270418167 to 1.0820335894823074 Iteration 11 complete. Error: 1.0820335894823074 Total: 17.0260; Orientation: 1.8490; Line Search: 11.3509 Adding measurement 3abf4fd3 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.773e+02, gradient 9.316e-04, dot -0.651; [391eb732-7467-423d-8281-b6427bc42249 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.36483533680439, 1.253930225968361, 1.1651371270418167, 1.0820335894823074 LBFGS Accumulation History: 3 points Removed measurement 516bac82 to history. Total: 4 th(0)=1.0820335894823074;dx=-8.678430003736792E-7 New Minimum: 1.0820335894823074 > 1.0806607902050018 WOLF (strong): th(700000.0000000005)=1.0806607902050018; dx=1.765879700734834E-7 evalInputDelta=0.001372799277305603 New Minimum: 1.0806607902050018 > 1.013094037771225 WOLF (strong): th(350000.00000000023)=1.013094037771225; dx=8.989211609182128E-8 evalInputDelta=0.06893955171108246 END: th(116666.66666666674)=1.0217066407203674; dx=-3.537875390048657E-7 evalInputDelta=0.06032694876194 Fitness changed from 1.0820335894823074 to 1.013094037771225 Iteration 12 complete. Error: 1.013094037771225 Total: 21.4498; Orientation: 1.8552; Line Search: 15.4943 Adding measurement 7b313313 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.521e+02, gradient 9.916e-04, dot -0.609; [391eb732-7467-423d-8281-b6427bc42249 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.253930225968361, 1.1651371270418167, 1.0820335894823074, 1.013094037771225 LBFGS Accumulation History: 3 points Removed measurement 523f510b to history. Total: 4 th(0)=1.013094037771225;dx=-9.833259494661576E-7 New Minimum: 1.013094037771225 > 0.9399131089448929 WOLF (strong): th(251350.71383705328)=0.9399131089448929; dx=6.085759241723455E-8 evalInputDelta=0.07318092882633209 END: th(125675.35691852664)=0.945804238319397; dx=-2.926679317844873E-7 evalInputDelta=0.067289799451828 Fitness changed from 1.013094037771225 to 0.9399131089448929 Iteration 13 complete. Error: 0.9399131089448929 Total: 17.2303; Orientation: 1.8935; Line Search: 11.6573 Adding measurement 1a225e01 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.867e+02, gradient 7.912e-04, dot -0.660; [391eb732-7467-423d-8281-b6427bc42249 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.1651371270418167, 1.0820335894823074, 1.013094037771225, 0.9399131089448929 LBFGS Accumulation History: 3 points Removed measurement 4d3c56c7 to history. Total: 4 th(0)=0.9399131089448929;dx=-6.259966363968482E-7 New Minimum: 0.9399131089448929 > 0.8796357959508896 END: th(270759.3486274123)=0.8796357959508896; dx=-1.7667235824777415E-8 evalInputDelta=0.060277312994003296 Fitness changed from 0.9399131089448929 to 0.8796357959508896 Iteration 14 complete. Error: 0.8796357959508896 Total: 13.3615; Orientation: 1.9075; Line Search: 7.7670 Adding measurement 289f872d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.596e+02, gradient 6.891e-04, dot -0.687; [391eb732-7467-423d-8281-b6427bc42249 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.0820335894823074, 1.013094037771225, 0.9399131089448929, 0.8796357959508896 LBFGS Accumulation History: 3 points Removed measurement 3abf4fd3 to history. Total: 4 th(0)=0.8796357959508896;dx=-4.74805945890373E-7 New Minimum: 0.8796357959508896 > 0.8627185523509979 WOLF (strong): th(583333.3333333337)=0.8627185523509979; dx=1.1119540589461133E-7 evalInputDelta=0.016917243599891663 New Minimum: 0.8627185523509979 > 0.8333713412284851 END: th(291666.66666666686)=0.8333713412284851; dx=-9.438462334377542E-9 evalInputDelta=0.04626445472240448 Fitness changed from 0.8796357959508896 to 0.8333713412284851 Iteration 15 complete. Error: 0.8333713412284851 Total: 17.4185; Orientation: 1.8840; Line Search: 11.8793 Iteration 15 ![Iteration 15](etc/f5c39e1c-4f11-4277-a56b-05db55ed3d52.jpg) Final threshold in iteration 16: 0.8333713412284851 (> -Infinity) after 264.231s (< 1800.000s)