Reset training subject: 47901726651798
Reset training subject: 47958596934521
Adding measurement 56dfa4b4 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=5.476628020405769;dx=-1.2357022418784034E-7
Armijo: th(2.154434690031884)=5.476628020405769; dx=-1.204683289344102E-7 evalInputDelta=0.0
New Minimum: 5.476628020405769 > 5.476628005504608
WOLFE (weak): th(1.077217345015942)=5.476628005504608; dx=-1.3062920790440062E-7 evalInputDelta=1.4901161193847656E-8
New Minimum: 5.476628005504608 > 5.476627945899963
WOLFE (weak): th(1.6158260175239127)=5.476627945899963; dx=-1.255763678142456E-7 evalInputDelta=7.450580596923828E-8
WOLFE (weak): th(1.8851303537778983)=5.476628005504608; dx=-1.195058982290158E-7 evalInputDelta=1.4901161193847656E-8
WOLFE (weak): th(2.019782521904891)=5.476627960801125; dx=-1.3287120654469913E-7 evalInputDelta=5.9604644775390625E-8
WOLFE (weak): th(2.087108605968387)=5.476627945899963; dx=-1.348712622410063E-7 evalInputDelta=7.450580596923828E-8
New Minimum: 5.476627945899963 > 5.476627886295319
WOLFE (weak): th(2.1207716480001357)=5.476627886295319; dx=-1.2357654441100978E-7 evalInputDelta=1.341104507446289E-7
WOLFE (weak): th(2.1376031690160096)=5.476627960801125; dx=-1.296969018174727E-7 evalInputDelta=5.9604644775390625E-8
WOLFE (weak): th(2.1460189295239465)=5.476627960801125; dx=-1.3116079166301052E-7 evalInputDelta=5.9604644775390625E-8
Armijo: th(2.150226809777915)=5.476628020405769; dx=-1.2207008146139948E-7 evalInputDelta=0.0
WOLFE (weak): th(2.1481228696509307)=5.476627960801125; dx=-1.2982965897572957E-7 evalInputDelta=5.9604644775390625E-8
WOLFE (weak): th(2.149174839714423)=5.476627945899963; dx=-1.2655434326146121E-7 evalInputDelta=7.450580596923828E-8
WOLFE (weak): th(2.149700824746169)=5.476627960801125; dx=-1.2737761789573338E-7 evalInputDelta=5.9604644775390625E-8
WOLFE (weak): th(2.1499638172620417)=5.476627960801125; dx=-1.3053715685161588E-7 evalInputDelta=5.9604644775390625E-8
Armijo: th(2.1500953135199783)=5.476628020405769; dx=-1.2859922877560256E-7 evalInputDelta=0.0
WOLFE (weak): th(2.15002956539101)=5.476627960801125; dx=-1.3146217204292075E-7 evalInputDelta=5.9604644775390625E-8
Armijo: th(2.1500624394554944)=5.476628020405769; dx=-1.292367702193278E-7 evalInputDelta=0.0
WOLFE (weak): th(2.1500460024232524)=5.476627960801125; dx=-1.247563252940308E-7 evalInputDelta=5.9604644775390625E-8
mu ~= nu (2.1500460024232524): th(2.1207716480001357)=5.476627886295319
Fitness changed from 5.476628020405769 to 5.476627886295319
Iteration 1 complete. Error: 5.476627886295319 Total: 1322.5495; Orientation: 0.1567; Line Search: 1149.3676
Adding measurement 41f7fd4 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=5.476627886295319;dx=-1.2609774784309062E-7
New Minimum: 5.476627886295319 > 5.476626694202423
WOLFE (weak): th(4.632151399041263)=5.476626694202423; dx=-1.246017262008252E-7 evalInputDelta=1.1920928955078125E-6
New Minimum: 5.476626694202423 > 5.476624935865402
WOLFE (weak): th(9.264302798082525)=5.476624935865402; dx=-1.249633474887262E-7 evalInputDelta=2.950429916381836E-6
New Minimum: 5.476624935865402 > 5.476618684828281
WOLFE (weak): th(27.792908394247576)=5.476618684828281; dx=-1.2673948285096126E-7 evalInputDelta=9.201467037200928E-6
New Minimum: 5.476618684828281 > 5.47659208625555
WOLFE (weak): th(111.1716335769903)=5.47659208625555; dx=-1.2353435041818016E-7 evalInputDelta=3.5800039768218994E-5
New Minimum: 5.47659208625555 > 5.476451084017754
WOLFE (weak): th(555.8581678849515)=5.476451084017754; dx=-1.274262330734407E-7 evalInputDelta=1.7680227756500244E-4
New Minimum: 5.476451084017754 > 5.475569196045399
WOLFE (weak): th(3335.1490073097093)=5.475569196045399; dx=-1.2614438864393094E-7 evalInputDelta=0.0010586902499198914
New Minimum: 5.475569196045399 > 5.469226211309433
WOLFE (weak): th(23346.043051167966)=5.469226211309433; dx=-1.2147091615048501E-7 evalInputDelta=0.00740167498588562
New Minimum: 5.469226211309433 > 5.417803466320038
WOLFE (weak): th(186768.34440934373)=5.417803466320038; dx=-1.2043858766034794E-7 evalInputDelta=0.05882441997528076
New Minimum: 5.417803466320038 > 5.002595491707325
END: th(1680915.0996840936)=5.002595491707325; dx=-9.902725189160541E-8 evalInputDelta=0.4740323945879936
Fitness changed from 5.476627886295319 to 5.002595491707325
Iteration 2 complete. Error: 5.002595491707325 Total: 635.2403; Orientation: 0.7174; Line Search: 575.0890
Adding measurement 310857f3 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=5.002595491707325;dx=-9.72585970044167E-8
New Minimum: 5.002595491707325 > 4.457108870148659
END: th(3621421.8017578134)=4.457108870148659; dx=-5.303322964614621E-8 evalInputDelta=0.5454866215586662
Fitness changed from 5.002595491707325 to 4.457108870148659
Iteration 3 complete. Error: 4.457108870148659 Total: 173.6972; Orientation: 0.1412; Line Search: 114.4062
Adding measurement 77b5de0e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.309e+03, gradient 2.701e-04, dot -0.450; [7acc9e26-2cc3-4433-a179-bdcc47cc8716 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.457108870148659, 5.002595491707325, 5.476627886295319, 5.476628020405769
LBFGS Accumulation History: 3 points
Removed measurement 77b5de0e to history. Total: 3
th(0)=4.457108870148659;dx=-5.524931024537075E-8
New Minimum: 4.457108870148659 > 4.050207942724228
END: th(7802116.756944801)=4.050207942724228; dx=-1.7146045238920722E-8 evalInputDelta=0.40690092742443085
Fitness changed from 4.457108870148659 to 4.050207942724228
Iteration 4 complete. Error: 4.050207942724228 Total: 177.6740; Orientation: 3.5205; Line Search: 115.0787
Adding measurement 2e550978 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.950e+03, gradient 2.486e-04, dot -0.360; [7acc9e26-2cc3-4433-a179-bdcc47cc8716 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.050207942724228, 5.002595491707325, 5.476627886295319, 5.476628020405769
LBFGS Accumulation History: 3 points
Removed measurement 2e550978 to history. Total: 3
th(0)=4.050207942724228;dx=-5.352813627686428E-8
Armijo: th(1.680915099684094E7)=4.4930115938186646; dx=3.011903387205381E-9 evalInputDelta=-0.44280365109443665
New Minimum: 4.050207942724228 > 3.96988832205534
END: th(8404575.49842047)=3.96988832205534; dx=-2.6727629578395156E-9 evalInputDelta=0.08031962066888809
Fitness changed from 4.050207942724228 to 3.96988832205534
Iteration 5 complete. Error: 3.96988832205534 Total: 234.2961; Orientation: 3.3059; Line Search: 172.2477
Adding measurement f505c11 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.497e+03, gradient 2.614e-04, dot -0.233; [7acc9e26-2cc3-4433-a179-bdcc47cc8716 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.96988832205534, 5.002595491707325, 5.476627886295319, 5.476628020405769
LBFGS Accumulation History: 3 points
Removed measurement f505c11 to history. Total: 3
th(0)=3.96988832205534;dx=-5.855059649977318E-8
Armijo: th(1.810710900878907E7)=4.840413875877857; dx=1.0597503762110281E-8 evalInputDelta=-0.8705255538225174
New Minimum: 3.96988832205534 > 3.9177832528948784
END: th(9053554.504394535)=3.9177832528948784; dx=1.1497336428277273E-8 evalInputDelta=0.052105069160461426
Fitness changed from 3.96988832205534 to 3.9177832528948784
Iteration 6 complete. Error: 3.9177832528948784 Total: 233.9975; Orientation: 3.3221; Line Search: 171.5754
Adding measurement 4c9d514c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.619e+03, gradient 2.707e-04, dot -0.256; [7acc9e26-2cc3-4433-a179-bdcc47cc8716 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.9177832528948784, 5.002595491707325, 5.476627886295319, 5.476628020405769
LBFGS Accumulation History: 3 points
Removed measurement 4c9d514c to history. Total: 3
th(0)=3.9177832528948784;dx=-6.572103759474016E-8
Armijo: th(1.9505291892362006E7)=5.069433718919754; dx=1.660885265371542E-8 evalInputDelta=-1.1516504660248756
New Minimum: 3.9177832528948784 > 3.813908450305462
END: th(9752645.946181003)=3.813908450305462; dx=1.90517994473025E-8 evalInputDelta=0.1038748025894165
Fitness changed from 3.9177832528948784 to 3.813908450305462
Iteration 7 complete. Error: 3.813908450305462 Total: 234.9321; Orientation: 3.3592; Line Search: 172.6386
Adding measurement 3240fb68 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.930e+03, gradient 2.643e-04, dot -0.191; [7acc9e26-2cc3-4433-a179-bdcc47cc8716 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.813908450305462, 5.002595491707325, 5.476627886295319, 5.476628020405769
LBFGS Accumulation History: 3 points
Removed measurement 3240fb68 to history. Total: 3
th(0)=3.813908450305462;dx=-6.402674678534296E-8
Armijo: th(2.1011438746051177E7)=5.21453732252121; dx=2.2543114997150845E-8 evalInputDelta=-1.4006288722157478
New Minimum: 3.813908450305462 > 3.7073911875486374
END: th(1.0505719373025589E7)=3.7073911875486374; dx=2.1652676373201662E-8 evalInputDelta=0.1065172627568245
Fitness changed from 3.813908450305462 to 3.7073911875486374
Iteration 8 complete. Error: 3.7073911875486374 Total: 235.3298; Orientation: 3.2666; Line Search: 172.8991
Adding measurement 170f08a1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.196e+03, gradient 2.545e-04, dot -0.227; [7acc9e26-2cc3-4433-a179-bdcc47cc8716 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.7073911875486374, 5.002595491707325, 5.476627886295319, 5.476628020405769
LBFGS Accumulation History: 3 points
Removed measurement 170f08a1 to history. Total: 3
th(0)=3.7073911875486374;dx=-5.812809775183443E-8
Armijo: th(2.263388626098634E7)=5.194070037454367; dx=2.4102107146636098E-8 evalInputDelta=-1.4866788499057293
New Minimum: 3.7073911875486374 > 3.5651730448007584
END: th(1.131694313049317E7)=3.5651730448007584; dx=2.0448137444152174E-8 evalInputDelta=0.14221814274787903
Fitness changed from 3.7073911875486374 to 3.5651730448007584
Iteration 9 complete. Error: 3.5651730448007584 Total: 237.0157; Orientation: 3.3149; Line Search: 174.5161
Adding measurement 198eb507 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.368e+03, gradient 2.340e-04, dot -0.209; [7acc9e26-2cc3-4433-a179-bdcc47cc8716 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.5651730448007584, 5.002595491707325, 5.476627886295319, 5.476628020405769
LBFGS Accumulation History: 3 points
Removed measurement 198eb507 to history. Total: 3
th(0)=3.5651730448007584;dx=-4.979538531195783E-8
Armijo: th(2.438161486545251E7)=5.047916170209646; dx=2.5514789312176034E-8 evalInputDelta=-1.4827431254088879
New Minimum: 3.5651730448007584 > 3.4455400928854942
END: th(1.2190807432726255E7)=3.4455400928854942; dx=1.8226873411781333E-8 evalInputDelta=0.11963295191526413
Fitness changed from 3.5651730448007584 to 3.4455400928854942
Iteration 10 complete. Error: 3.4455400928854942 Total: 235.5270; Orientation: 3.3589; Line Search: 172.5311
Adding measurement 181527a1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.361e+03, gradient 2.207e-04, dot -0.236; [7acc9e26-2cc3-4433-a179-bdcc47cc8716 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.4455400928854942, 5.002595491707325, 5.476627886295319, 5.476628020405769
LBFGS Accumulation History: 3 points
Removed measurement 181527a1 to history. Total: 3
th(0)=3.4455400928854942;dx=-4.533739795378407E-8
Armijo: th(2.6264298432563975E7)=4.951812572777271; dx=2.2905833170684593E-8 evalInputDelta=-1.506272479891777
New Minimum: 3.4455400928854942 > 3.3420943841338158
END: th(1.3132149216281988E7)=3.3420943841338158; dx=1.7347244159088194E-8 evalInputDelta=0.10344570875167847
Fitness changed from 3.4455400928854942 to 3.3420943841338158
Iteration 11 complete. Error: 3.3420943841338158 Total: 237.0864; Orientation: 5.0875; Line Search: 173.4170
Adding measurement 3869c4ba to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.802e+03, gradient 2.111e-04, dot -0.190; [7acc9e26-2cc3-4433-a179-bdcc47cc8716 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.3420943841338158, 5.002595491707325, 5.476627886295319, 5.476628020405769
LBFGS Accumulation History: 3 points
Removed measurement 3869c4ba to history. Total: 3
th(0)=3.3420943841338158;dx=-3.5683116172498365E-8
Armijo: th(2.829235782623293E7)=4.945021778345108; dx=2.4646705754055687E-8 evalInputDelta=-1.6029273942112923
New Minimum: 3.3420943841338158 > 3.2816872410476208
END: th(1.4146178913116464E7)=3.2816872410476208; dx=1.795921381662129E-8 evalInputDelta=0.06040714308619499
Fitness changed from 3.3420943841338158 to 3.2816872410476208
Iteration 12 complete. Error: 3.2816872410476208 Total: 235.4697; Orientation: 3.2874; Line Search: 173.6243
Adding measurement 39c10cb7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.458e+03, gradient 2.138e-04, dot -0.240; [7acc9e26-2cc3-4433-a179-bdcc47cc8716 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.2816872410476208, 5.002595491707325, 5.476627886295319, 5.476628020405769
LBFGS Accumulation History: 3 points
Removed measurement 39c10cb7 to history. Total: 3
th(0)=3.2816872410476208;dx=-3.8726782574634765E-8
Armijo: th(3.047701858181564E7)=5.275495104491711; dx=2.5950744134348104E-8 evalInputDelta=-1.99380786344409
Armijo: th(1.523850929090782E7)=3.305960640311241; dx=1.970472567304136E-8 evalInputDelta=-0.024273399263620377
New Minimum: 3.2816872410476208 > 2.9191176146268845
END: th(5079503.096969274)=2.9191176146268845; dx=-1.506056527734871E-8 evalInputDelta=0.3625696264207363
Fitness changed from 3.2816872410476208 to 2.9191176146268845
Iteration 13 complete. Error: 2.9191176146268845 Total: 291.4133; Orientation: 3.2709; Line Search: 229.0834
Adding measurement dae8d08 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.687e+03, gradient 1.346e-04, dot -0.287; [7acc9e26-2cc3-4433-a179-bdcc47cc8716 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.9191176146268845, 5.002595491707325, 5.476627886295319, 5.476628020405769
LBFGS Accumulation History: 3 points
Removed measurement dae8d08 to history. Total: 3
th(0)=2.9191176146268845;dx=-1.4821585231866695E-8
New Minimum: 2.9191176146268845 > 2.7851192206144333
END: th(1.0943457680234991E7)=2.7851192206144333; dx=-3.146165209992026E-9 evalInputDelta=0.13399839401245117
Fitness changed from 2.9191176146268845 to 2.7851192206144333
Iteration 14 complete. Error: 2.7851192206144333 Total: 176.7071; Orientation: 3.3175; Line Search: 114.5238
Adding measurement 7f2fbf13 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.614e+03, gradient 1.292e-04, dot -0.345; [7acc9e26-2cc3-4433-a179-bdcc47cc8716 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.7851192206144333, 5.002595491707325, 5.476627886295319, 5.476628020405769
LBFGS Accumulation History: 3 points
Removed measurement 7f2fbf13 to history. Total: 3
th(0)=2.7851192206144333;dx=-1.3963458119238761E-8
Armijo: th(2.357696485519411E7)=2.981140799820423; dx=1.6999769748152827E-9 evalInputDelta=-0.19602157920598984
New Minimum: 2.7851192206144333 > 2.7440407313406467
END: th(1.1788482427597055E7)=2.7440407313406467; dx=-1.0270969711426287E-9 evalInputDelta=0.041078489273786545
Fitness changed from 2.7851192206144333 to 2.7440407313406467
Iteration 15 complete. Error: 2.7440407313406467 Total: 235.0123; Orientation: 3.3201; Line Search: 172.4805
Adding measurement 6887aac4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.002e+03, gradient 1.394e-04, dot -0.311; [7acc9e26-2cc3-4433-a179-bdcc47cc8716 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.7440407313406467, 5.002595491707325, 5.476627886295319, 5.476628020405769
LBFGS Accumulation History: 3 points
Removed measurement 6887aac4 to history. Total: 3
th(0)=2.7440407313406467;dx=-1.5937854321192597E-8
Armijo: th(2.5397515484846372E7)=3.150995895266533; dx=3.941462596425174E-9 evalInputDelta=-0.40695516392588615
New Minimum: 2.7440407313406467 > 2.7379833199083805
END: th(1.2698757742423186E7)=2.7379833199083805; dx=2.910945801100238E-9 evalInputDelta=0.006057411432266235
Fitness changed from 2.7440407313406467 to 2.7379833199083805
Iteration 16 complete. Error: 2.7379833199083805 Total: 235.2856; Orientation: 3.3448; Line Search: 173.0299
Adding measurement 2968451d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.107e+04, gradient 1.598e-04, dot -0.312; [7acc9e26-2cc3-4433-a179-bdcc47cc8716 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.7379833199083805, 5.002595491707325, 5.476627886295319, 5.476628020405769
LBFGS Accumulation History: 3 points
Removed measurement 2968451d to history. Total: 3
th(0)=2.7379833199083805;dx=-2.264706237488213E-8
Armijo: th(2.735864420058748E7)=3.584186665713787; dx=8.797987029146463E-9 evalInputDelta=-0.8462033458054066
Armijo: th(1.367932210029374E7)=2.821820940822363; dx=7.946036244720053E-9 evalInputDelta=-0.08383762091398239
New Minimum: 2.7379833199083805 > 2.5904584042727947
END: th(4559774.033431247)=2.5904584042727947; dx=-9.377685864475012E-9 evalInputDelta=0.14752491563558578
Fitness changed from 2.7379833199083805 to 2.5904584042727947
Iteration 17 complete. Error: 2.5904584042727947 Total: 291.7605; Orientation: 3.5954; Line Search: 229.6368
Final threshold in iteration 17: 2.5904584042727947 (> -Infinity) after 5422.994s (< 5400.000s)
