Reset training subject: 586735537928100
Reset training subject: 586752040865000
Adding measurement 73315880 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=6.499207101762295;dx=-5.011746557089694E-8
New Minimum: 6.499207101762295 > 6.49920604377985
WOLFE (weak): th(2.154434690031884)=6.49920604377985; dx=-5.073933303611064E-8 evalInputDelta=1.0579824447631836E-6
New Minimum: 6.49920604377985 > 6.499204806983471
WOLFE (weak): th(4.308869380063768)=6.499204806983471; dx=-4.9410892660498806E-8 evalInputDelta=2.294778823852539E-6
New Minimum: 6.499204806983471 > 6.499200023710728
WOLFE (weak): th(12.926608140191302)=6.499200023710728; dx=-5.02199997022814E-8 evalInputDelta=7.078051567077637E-6
New Minimum: 6.499200023710728 > 6.4991783276200294
WOLFE (weak): th(51.70643256076521)=6.4991783276200294; dx=-4.9930930498417675E-8 evalInputDelta=2.8774142265319824E-5
New Minimum: 6.4991783276200294 > 6.499063566327095
WOLFE (weak): th(258.53216280382605)=6.499063566327095; dx=-4.86942619578976E-8 evalInputDelta=1.4353543519973755E-4
New Minimum: 6.499063566327095 > 6.49834631383419
WOLFE (weak): th(1551.1929768229563)=6.49834631383419; dx=-5.0776598533118516E-8 evalInputDelta=8.607879281044006E-4
New Minimum: 6.49834631383419 > 6.4931885451078415
WOLFE (weak): th(10858.350837760694)=6.4931885451078415; dx=-4.964815491589875E-8 evalInputDelta=0.006018556654453278
New Minimum: 6.4931885451078415 > 6.451480872929096
WOLFE (weak): th(86866.80670208555)=6.451480872929096; dx=-4.914554791274299E-8 evalInputDelta=0.04772622883319855
New Minimum: 6.451480872929096 > 6.1052525639534
END: th(781801.26031877)=6.1052525639534; dx=-4.397193569780844E-8 evalInputDelta=0.3939545378088951
Fitness changed from 6.499207101762295 to 6.1052525639534
Iteration 1 complete. Error: 6.1052525639534 Total: 206.5584; Orientation: 0.0124; Line Search: 160.9832
Adding measurement 35ac71c4 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=6.1052525639534;dx=-4.010127017203556E-8
New Minimum: 6.1052525639534 > 5.5393310859799385
END: th(1684339.7559414052)=5.5393310859799385; dx=-2.8542505614147952E-8 evalInputDelta=0.5659214779734612
Fitness changed from 6.1052525639534 to 5.5393310859799385
Iteration 2 complete. Error: 5.5393310859799385 Total: 48.1295; Orientation: 0.0108; Line Search: 33.2041
Adding measurement 428dc391 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=5.5393310859799385;dx=-2.941098137877257E-8
New Minimum: 5.5393310859799385 > 4.980087473988533
END: th(3628800.0)=4.980087473988533; dx=-1.4100734226936812E-8 evalInputDelta=0.5592436119914055
Fitness changed from 5.5393310859799385 to 4.980087473988533
Iteration 3 complete. Error: 4.980087473988533 Total: 47.9815; Orientation: 0.0122; Line Search: 31.3066
Adding measurement 763b0d08 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.004e+03, gradient 1.705e-04, dot -0.583; [d330e404-d54b-44ab-9e0a-bc33de4981ca = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.980087473988533, 5.5393310859799385, 6.1052525639534, 6.499207101762295
LBFGS Accumulation History: 3 points
Removed measurement 763b0d08 to history. Total: 3
th(0)=4.980087473988533;dx=-2.528959537153679E-8
New Minimum: 4.980087473988533 > 4.731106050312519
END: th(7818012.6031877)=4.731106050312519; dx=-4.9518675061407E-9 evalInputDelta=0.24898142367601395
Fitness changed from 4.980087473988533 to 4.731106050312519
Iteration 4 complete. Error: 4.731106050312519 Total: 45.1993; Orientation: 0.1910; Line Search: 30.1453
Adding measurement 1f972415 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.413e+03, gradient 1.713e-04, dot -0.420; [d330e404-d54b-44ab-9e0a-bc33de4981ca = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.731106050312519, 5.5393310859799385, 6.1052525639534, 6.499207101762295
LBFGS Accumulation History: 3 points
Removed measurement 1f972415 to history. Total: 3
th(0)=4.731106050312519;dx=-2.5544327815887667E-8
Armijo: th(1.684339755941405E7)=5.1298898458480835; dx=2.758816372270102E-9 evalInputDelta=-0.3987837955355644
New Minimum: 4.731106050312519 > 4.450160384178162
END: th(8421698.779707026)=4.450160384178162; dx=-6.906181858436656E-10 evalInputDelta=0.28094566613435745
Fitness changed from 4.731106050312519 to 4.450160384178162
Iteration 5 complete. Error: 4.450160384178162 Total: 60.7697; Orientation: 0.1770; Line Search: 46.2136
Adding measurement 6a2ceab8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.174e+03, gradient 1.838e-04, dot -0.358; [d330e404-d54b-44ab-9e0a-bc33de4981ca = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.450160384178162, 5.5393310859799385, 6.1052525639534, 6.499207101762295
LBFGS Accumulation History: 3 points
Removed measurement 6a2ceab8 to history. Total: 3
th(0)=4.450160384178162;dx=-3.02790589684311E-8
Armijo: th(1.8144E7)=5.1646037101745605; dx=5.2460309327909725E-9 evalInputDelta=-0.7144433259963989
New Minimum: 4.450160384178162 > 4.20002818852663
WOLF (strong): th(9072000.0)=4.20002818852663; dx=6.382561603169284E-9 evalInputDelta=0.2501321956515312
New Minimum: 4.20002818852663 > 4.070071667432785
END: th(3024000.0)=4.070071667432785; dx=-1.6450760460155965E-8 evalInputDelta=0.3800887167453766
Fitness changed from 4.450160384178162 to 4.070071667432785
Iteration 6 complete. Error: 4.070071667432785 Total: 75.0400; Orientation: 0.1648; Line Search: 59.2968
Adding measurement 7781d1d4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.709e+03, gradient 1.543e-04, dot -0.434; [d330e404-d54b-44ab-9e0a-bc33de4981ca = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.070071667432785, 5.5393310859799385, 6.1052525639534, 6.499207101762295
LBFGS Accumulation History: 3 points
Removed measurement 7781d1d4 to history. Total: 3
th(0)=4.070071667432785;dx=-1.8852105606085802E-8
New Minimum: 4.070071667432785 > 3.72539696842432
END: th(6515010.502656417)=3.72539696842432; dx=-1.5598774860713555E-9 evalInputDelta=0.3446746990084648
Fitness changed from 4.070071667432785 to 3.72539696842432
Iteration 7 complete. Error: 3.72539696842432 Total: 45.6064; Orientation: 0.1648; Line Search: 31.3853
Adding measurement 571fd23f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.478e+03, gradient 1.699e-04, dot -0.391; [d330e404-d54b-44ab-9e0a-bc33de4981ca = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.72539696842432, 5.5393310859799385, 6.1052525639534, 6.499207101762295
LBFGS Accumulation History: 3 points
Removed measurement 571fd23f to history. Total: 3
th(0)=3.72539696842432;dx=-2.6461683158109778E-8
Armijo: th(1.4036164632845046E7)=4.2871173322200775; dx=2.7877088670851063E-9 evalInputDelta=-0.5617203637957573
New Minimum: 3.72539696842432 > 3.681495063006878
WOLF (strong): th(7018082.316422523)=3.681495063006878; dx=2.7853142522594474E-9 evalInputDelta=0.04390190541744232
New Minimum: 3.681495063006878 > 3.548795700073242
END: th(2339360.772140841)=3.548795700073242; dx=-8.990587100798911E-9 evalInputDelta=0.17660126835107803
Fitness changed from 3.72539696842432 to 3.548795700073242
Iteration 8 complete. Error: 3.548795700073242 Total: 81.0969; Orientation: 0.1667; Line Search: 64.3630
Adding measurement 33c21e77 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.834e+03, gradient 1.480e-04, dot -0.450; [d330e404-d54b-44ab-9e0a-bc33de4981ca = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.548795700073242, 5.5393310859799385, 6.1052525639534, 6.499207101762295
LBFGS Accumulation History: 3 points
Removed measurement 33c21e77 to history. Total: 3
th(0)=3.548795700073242;dx=-1.859135596569762E-8
New Minimum: 3.548795700073242 > 3.4507616460323334
WOLF (strong): th(5040000.000000001)=3.4507616460323334; dx=4.563776852623595E-10 evalInputDelta=0.09803405404090881
New Minimum: 3.4507616460323334 > 3.44429562240839
END: th(2520000.0000000005)=3.44429562240839; dx=-3.1198306073522168E-9 evalInputDelta=0.10450007766485214
Fitness changed from 3.548795700073242 to 3.44429562240839
Iteration 9 complete. Error: 3.44429562240839 Total: 61.8652; Orientation: 0.1634; Line Search: 46.5518
Adding measurement 3a37715b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.299e+03, gradient 1.554e-04, dot -0.434; [d330e404-d54b-44ab-9e0a-bc33de4981ca = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.44429562240839, 5.5393310859799385, 6.1052525639534, 6.499207101762295
LBFGS Accumulation History: 3 points
Removed measurement 3a37715b to history. Total: 3
th(0)=3.44429562240839;dx=-1.884931955150708E-8
New Minimum: 3.44429562240839 > 3.3921771720051765
END: th(5429175.418880348)=3.3921771720051765; dx=-7.598615818378321E-10 evalInputDelta=0.0521184504032135
Fitness changed from 3.44429562240839 to 3.3921771720051765
Iteration 10 complete. Error: 3.3921771720051765 Total: 49.0468; Orientation: 0.1646; Line Search: 32.7772
Adding measurement 3b91d297 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.933e+03, gradient 1.503e-04, dot -0.401; [d330e404-d54b-44ab-9e0a-bc33de4981ca = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.3921771720051765, 5.5393310859799385, 6.1052525639534, 6.499207101762295
LBFGS Accumulation History: 3 points
Removed measurement 3b91d297 to history. Total: 3
th(0)=3.3921771720051765;dx=-1.948045348912135E-8
Armijo: th(1.1696803860704206E7)=3.856648549437523; dx=4.087932977998892E-9 evalInputDelta=-0.46447137743234634
New Minimum: 3.3921771720051765 > 3.379244953393936
END: th(5848401.930352103)=3.379244953393936; dx=-1.1387382371487521E-10 evalInputDelta=0.012932218611240387
Fitness changed from 3.3921771720051765 to 3.379244953393936
Iteration 11 complete. Error: 3.379244953393936 Total: 65.3052; Orientation: 0.1844; Line Search: 48.6774
Adding measurement 271884b6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.163e+03, gradient 1.739e-04, dot -0.335; [d330e404-d54b-44ab-9e0a-bc33de4981ca = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.379244953393936, 5.5393310859799385, 6.1052525639534, 6.499207101762295
LBFGS Accumulation History: 3 points
Removed measurement 271884b6 to history. Total: 3
th(0)=3.379244953393936;dx=-2.702457540504342E-8
Armijo: th(1.2600000000000004E7)=4.14045662432909; dx=5.783293016479832E-9 evalInputDelta=-0.761211670935154
Armijo: th(6300000.000000002)=3.464205615222454; dx=7.897691065990348E-9 evalInputDelta=-0.08496066182851791
New Minimum: 3.379244953393936 > 3.2120934575796127
END: th(2100000.0000000005)=3.2120934575796127; dx=-1.2340290650409664E-8 evalInputDelta=0.16715149581432343
Fitness changed from 3.379244953393936 to 3.2120934575796127
Iteration 12 complete. Error: 3.2120934575796127 Total: 80.0112; Orientation: 0.1765; Line Search: 65.0939
Adding measurement 7a62e7cb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.414e+03, gradient 1.398e-04, dot -0.446; [d330e404-d54b-44ab-9e0a-bc33de4981ca = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.2120934575796127, 5.5393310859799385, 6.1052525639534, 6.499207101762295
LBFGS Accumulation History: 3 points
Removed measurement 7a62e7cb to history. Total: 3
th(0)=3.2120934575796127;dx=-1.6401324913407958E-8
New Minimum: 3.2120934575796127 > 3.195947863161564
WOLF (strong): th(4524312.849066957)=3.195947863161564; dx=7.035861748384782E-10 evalInputDelta=0.01614559441804886
New Minimum: 3.195947863161564 > 3.144951678812504
END: th(2262156.4245334785)=3.144951678812504; dx=-6.012817848201529E-9 evalInputDelta=0.06714177876710892
Fitness changed from 3.2120934575796127 to 3.144951678812504
Iteration 13 complete. Error: 3.144951678812504 Total: 61.7241; Orientation: 0.1667; Line Search: 45.3527
Adding measurement 2ab9a0bb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.747e+03, gradient 1.333e-04, dot -0.431; [d330e404-d54b-44ab-9e0a-bc33de4981ca = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.144951678812504, 5.5393310859799385, 6.1052525639534, 6.499207101762295
LBFGS Accumulation History: 3 points
Removed measurement 2ab9a0bb to history. Total: 3
th(0)=3.144951678812504;dx=-1.2044017665201472E-8
New Minimum: 3.144951678812504 > 3.142412230372429
WOLF (strong): th(4873668.275293419)=3.142412230372429; dx=1.331816168946516E-9 evalInputDelta=0.0025394484400749207
New Minimum: 3.142412230372429 > 3.0965887755155563
END: th(2436834.1376467096)=3.0965887755155563; dx=-2.6293476525045324E-9 evalInputDelta=0.04836290329694748
Fitness changed from 3.144951678812504 to 3.0965887755155563
Iteration 14 complete. Error: 3.0965887755155563 Total: 64.7242; Orientation: 0.1684; Line Search: 48.2104
Adding measurement 673db933 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.089e+03, gradient 1.384e-04, dot -0.451; [d330e404-d54b-44ab-9e0a-bc33de4981ca = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.0965887755155563, 5.5393310859799385, 6.1052525639534, 6.499207101762295
LBFGS Accumulation History: 3 points
Removed measurement 673db933 to history. Total: 3
th(0)=3.0965887755155563;dx=-1.6840970031103164E-8
Armijo: th(5250000.000000002)=3.163113921880722; dx=1.781880367793949E-9 evalInputDelta=-0.06652514636516571
New Minimum: 3.0965887755155563 > 3.0786034539341927
WOLF (strong): th(2625000.000000001)=3.0786034539341927; dx=4.18695580759134E-10 evalInputDelta=0.017985321581363678
New Minimum: 3.0786034539341927 > 3.073668472468853
END: th(875000.0000000003)=3.073668472468853; dx=-8.765824367566605E-9 evalInputDelta=0.02292030304670334
Fitness changed from 3.0965887755155563 to 3.073668472468853
Iteration 15 complete. Error: 3.073668472468853 Total: 81.0619; Orientation: 0.1704; Line Search: 64.4397
Adding measurement 1db31cf0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.719e+03, gradient 1.163e-04, dot -0.514; [d330e404-d54b-44ab-9e0a-bc33de4981ca = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.073668472468853, 5.5393310859799385, 6.1052525639534, 6.499207101762295
LBFGS Accumulation History: 3 points
Removed measurement 1db31cf0 to history. Total: 3
th(0)=3.073668472468853;dx=-1.051495977694929E-8
New Minimum: 3.073668472468853 > 3.057546190917492
END: th(1885130.3537778992)=3.057546190917492; dx=-6.470133302335058E-9 evalInputDelta=0.016122281551361084
Fitness changed from 3.073668472468853 to 3.057546190917492
Iteration 16 complete. Error: 3.057546190917492 Total: 47.7483; Orientation: 0.1655; Line Search: 31.2596
Adding measurement 56ce5da9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.915e+03, gradient 1.228e-04, dot -0.487; [d330e404-d54b-44ab-9e0a-bc33de4981ca = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.057546190917492, 5.5393310859799385, 6.1052525639534, 6.499207101762295
LBFGS Accumulation History: 3 points
Removed measurement 56ce5da9 to history. Total: 3
th(0)=3.057546190917492;dx=-1.2273223547399306E-8
Armijo: th(4061390.229411184)=3.0764596313238144; dx=1.604470093651815E-10 evalInputDelta=-0.01891344040632248
New Minimum: 3.057546190917492 > 3.0425309017300606
END: th(2030695.114705592)=3.0425309017300606; dx=-3.409251355353871E-9 evalInputDelta=0.015015289187431335
Fitness changed from 3.057546190917492 to 3.0425309017300606
Iteration 17 complete. Error: 3.0425309017300606 Total: 59.2852; Orientation: 0.1633; Line Search: 43.8661
Adding measurement 3636801f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.630e+03, gradient 1.418e-04, dot -0.434; [d330e404-d54b-44ab-9e0a-bc33de4981ca = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.0425309017300606, 5.5393310859799385, 6.1052525639534, 6.499207101762295
LBFGS Accumulation History: 3 points
Removed measurement 3636801f to history. Total: 3
th(0)=3.0425309017300606;dx=-1.6737656105497683E-8
Armijo: th(4375000.000000003)=3.0783652290701866; dx=4.451692684116778E-9 evalInputDelta=-0.03583432734012604
New Minimum: 3.0425309017300606 > 3.0242560729384422
WOLF (strong): th(2187500.0000000014)=3.0242560729384422; dx=1.7856013707078532E-9 evalInputDelta=0.018274828791618347
New Minimum: 3.0242560729384422 > 3.0238396525382996
END: th(729166.6666666671)=3.0238396525382996; dx=-8.953756020662522E-9 evalInputDelta=0.018691249191761017
Fitness changed from 3.0425309017300606 to 3.0238396525382996
Iteration 18 complete. Error: 3.0238396525382996 Total: 80.1608; Orientation: 0.1695; Line Search: 63.6726
Adding measurement 60a2ec3c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.203e+03, gradient 1.139e-04, dot -0.518; [d330e404-d54b-44ab-9e0a-bc33de4981ca = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.0238396525382996, 5.5393310859799385, 6.1052525639534, 6.499207101762295
LBFGS Accumulation History: 3 points
Removed measurement 60a2ec3c to history. Total: 3
th(0)=3.0238396525382996;dx=-8.140484172703967E-9
New Minimum: 3.0238396525382996 > 3.0127463787794113
END: th(1570941.9614815828)=3.0127463787794113; dx=-5.723304161078976E-9 evalInputDelta=0.011093273758888245
Fitness changed from 3.0238396525382996 to 3.0127463787794113
Iteration 19 complete. Error: 3.0127463787794113 Total: 45.7254; Orientation: 0.1694; Line Search: 30.5924
Adding measurement 6b4bb8d5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.726e+03, gradient 1.239e-04, dot -0.456; [d330e404-d54b-44ab-9e0a-bc33de4981ca = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.0127463787794113, 5.5393310859799385, 6.1052525639534, 6.499207101762295
LBFGS Accumulation History: 3 points
Removed measurement 6b4bb8d5 to history. Total: 3
th(0)=3.0127463787794113;dx=-1.1311321908036438E-8
Armijo: th(3384491.8578426535)=3.0139990001916885; dx=-6.084461066049049E-10 evalInputDelta=-0.0012526214122772217
New Minimum: 3.0127463787794113 > 2.995347738265991
END: th(1692245.9289213268)=2.995347738265991; dx=-2.8562765900576627E-9 evalInputDelta=0.017398640513420105
Fitness changed from 3.0127463787794113 to 2.995347738265991
Iteration 20 complete. Error: 2.995347738265991 Total: 65.9798; Orientation: 0.1674; Line Search: 49.1641
Final threshold in iteration 21: 2.995347738265991 (> -Infinity) after 1373.020s (< 5400.000s)
