Reset training subject: 7085734768200
Reset training subject: 7094907273800
Adding measurement 69474840 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=7.304038677364588;dx=-1.4183030982097912E-5
New Minimum: 7.304038677364588 > 7.304023964330554
WOLFE (weak): th(2.154434690031884)=7.304023964330554; dx=-1.3714491177088993E-5 evalInputDelta=1.471303403377533E-5
New Minimum: 7.304023964330554 > 7.304009340703487
WOLFE (weak): th(4.308869380063768)=7.304009340703487; dx=-1.371451533762768E-5 evalInputDelta=2.9336661100387573E-5
New Minimum: 7.304009340703487 > 7.303950160741806
WOLFE (weak): th(12.926608140191302)=7.303950160741806; dx=-1.3712971113454127E-5 evalInputDelta=8.851662278175354E-5
New Minimum: 7.303950160741806 > 7.3036842700093985
WOLFE (weak): th(51.70643256076521)=7.3036842700093985; dx=-1.3711827292712476E-5 evalInputDelta=3.544073551893234E-4
New Minimum: 7.3036842700093985 > 7.30226675234735
WOLFE (weak): th(258.53216280382605)=7.30226675234735; dx=-1.370396288972392E-5 evalInputDelta=0.0017719250172376633
New Minimum: 7.30226675234735 > 7.293425215408206
WOLFE (weak): th(1551.1929768229563)=7.293425215408206; dx=-1.36468163484355E-5 evalInputDelta=0.010613461956381798
New Minimum: 7.293425215408206 > 7.2309438195079565
WOLFE (weak): th(10858.350837760694)=7.2309438195079565; dx=-1.3156298967722853E-5 evalInputDelta=0.07309485785663128
New Minimum: 7.2309438195079565 > 6.8286844082176685
END: th(86866.80670208555)=6.8286844082176685; dx=-7.931444156717589E-6 evalInputDelta=0.47535426914691925
Fitness changed from 7.304038677364588 to 6.8286844082176685
Iteration 1 complete. Error: 6.8286844082176685 Total: 105.6821; Orientation: 0.0058; Line Search: 78.7050
Adding measurement 42cb45d3 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=6.8286844082176685;dx=-7.831887390233174E-6
New Minimum: 6.8286844082176685 > 6.324310541152954
END: th(187148.86177126726)=6.324310541152954; dx=-3.4961918668404083E-6 evalInputDelta=0.5043738670647144
Fitness changed from 6.8286844082176685 to 6.324310541152954
Iteration 2 complete. Error: 6.324310541152954 Total: 26.1287; Orientation: 0.0036; Line Search: 17.2319
Adding measurement 11755f07 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=6.324310541152954;dx=-6.038954706001363E-6
New Minimum: 6.324310541152954 > 5.910131881013513
END: th(403200.00000000006)=5.910131881013513; dx=-2.672994906027119E-7 evalInputDelta=0.4141786601394415
Fitness changed from 6.324310541152954 to 5.910131881013513
Iteration 3 complete. Error: 5.910131881013513 Total: 26.4149; Orientation: 0.0035; Line Search: 17.6330
Adding measurement 727d49c9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.402e+03, gradient 2.844e-03, dot -0.504; [155a9e45-5272-40fc-b6f3-18acf63e4057 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.910131881013513, 6.324310541152954, 6.8286844082176685, 7.304038677364588
LBFGS Accumulation History: 3 points
Removed measurement 727d49c9 to history. Total: 3
th(0)=5.910131881013513;dx=-8.090478727180268E-6
Armijo: th(868668.0670208557)=6.23904400318861; dx=2.656029532860559E-6 evalInputDelta=-0.32891212217509747
New Minimum: 5.910131881013513 > 5.687053970992565
WOLF (strong): th(434334.03351042786)=5.687053970992565; dx=2.2320845229902575E-6 evalInputDelta=0.22307791002094746
New Minimum: 5.687053970992565 > 5.560183469206095
END: th(144778.01117014262)=5.560183469206095; dx=-1.5458566834975082E-6 evalInputDelta=0.34994841180741787
Fitness changed from 5.910131881013513 to 5.560183469206095
Iteration 4 complete. Error: 5.560183469206095 Total: 44.0732; Orientation: 0.0568; Line Search: 35.3118
Adding measurement 5165ec6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.561e+03, gradient 2.069e-03, dot -0.569; [155a9e45-5272-40fc-b6f3-18acf63e4057 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.560183469206095, 6.324310541152954, 6.8286844082176685, 7.304038677364588
LBFGS Accumulation History: 3 points
Removed measurement 5165ec6 to history. Total: 3
th(0)=5.560183469206095;dx=-4.27960783413933E-6
New Minimum: 5.560183469206095 > 5.312204360961914
WOLF (strong): th(311914.76961877884)=5.312204360961914; dx=5.602968740533535E-7 evalInputDelta=0.24797910824418068
END: th(155957.38480938942)=5.339395500719547; dx=-1.4124370095099982E-6 evalInputDelta=0.22078796848654747
Fitness changed from 5.560183469206095 to 5.312204360961914
Iteration 5 complete. Error: 5.312204360961914 Total: 34.9672; Orientation: 0.0603; Line Search: 26.0877
Adding measurement 775f9aa6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.176e+03, gradient 2.725e-03, dot -0.454; [155a9e45-5272-40fc-b6f3-18acf63e4057 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.312204360961914, 6.324310541152954, 6.8286844082176685, 7.304038677364588
LBFGS Accumulation History: 3 points
Removed measurement 775f9aa6 to history. Total: 3
th(0)=5.312204360961914;dx=-7.425313201726634E-6
New Minimum: 5.312204360961914 > 5.252576159313321
WOLF (strong): th(336000.0000000001)=5.252576159313321; dx=2.912746291036865E-6 evalInputDelta=0.05962820164859295
New Minimum: 5.252576159313321 > 5.0539929158985615
WOLF (strong): th(168000.00000000006)=5.0539929158985615; dx=1.0399143409037864E-6 evalInputDelta=0.2582114450633526
END: th(56000.00000000002)=5.141729913651943; dx=-4.64489736355128E-6 evalInputDelta=0.17047444730997086
Fitness changed from 5.312204360961914 to 5.0539929158985615
Iteration 6 complete. Error: 5.0539929158985615 Total: 44.1702; Orientation: 0.0607; Line Search: 35.5918
Adding measurement fda35b6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.267e+03, gradient 1.971e-03, dot -0.539; [155a9e45-5272-40fc-b6f3-18acf63e4057 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.0539929158985615, 6.324310541152954, 6.8286844082176685, 7.304038677364588
LBFGS Accumulation History: 3 points
Removed measurement fda35b6 to history. Total: 3
th(0)=5.0539929158985615;dx=-3.8867927466683526E-6
New Minimum: 5.0539929158985615 > 4.903655281290412
END: th(120648.34264178554)=4.903655281290412; dx=-8.83981832239227E-7 evalInputDelta=0.15033763460814953
Fitness changed from 5.0539929158985615 to 4.903655281290412
Iteration 7 complete. Error: 4.903655281290412 Total: 26.3067; Orientation: 0.0569; Line Search: 17.6301
Adding measurement 50ce3603 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.576e+03, gradient 1.508e-03, dot -0.677; [155a9e45-5272-40fc-b6f3-18acf63e4057 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.903655281290412, 6.324310541152954, 6.8286844082176685, 7.304038677364588
LBFGS Accumulation History: 3 points
Removed measurement 50ce3603 to history. Total: 3
th(0)=4.903655281290412;dx=-2.2749011710892944E-6
New Minimum: 4.903655281290412 > 4.781876428052783
END: th(259928.97468231575)=4.781876428052783; dx=-1.2572314147672587E-7 evalInputDelta=0.12177885323762894
Fitness changed from 4.903655281290412 to 4.781876428052783
Iteration 8 complete. Error: 4.781876428052783 Total: 26.3166; Orientation: 0.0866; Line Search: 17.4659
Adding measurement 63fe6c16 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.662e+03, gradient 2.007e-03, dot -0.498; [155a9e45-5272-40fc-b6f3-18acf63e4057 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.781876428052783, 6.324310541152954, 6.8286844082176685, 7.304038677364588
LBFGS Accumulation History: 3 points
Removed measurement 63fe6c16 to history. Total: 3
th(0)=4.781876428052783;dx=-4.027796776806766E-6
Armijo: th(560000.0000000003)=4.959773615002632; dx=1.5312218239718978E-6 evalInputDelta=-0.17789718694984913
New Minimum: 4.781876428052783 > 4.735052032396197
WOLF (strong): th(280000.0000000002)=4.735052032396197; dx=1.6160515280092147E-6 evalInputDelta=0.04682439565658569
New Minimum: 4.735052032396197 > 4.647204512730241
END: th(93333.33333333339)=4.647204512730241; dx=-1.2280175796192265E-6 evalInputDelta=0.1346719153225422
Fitness changed from 4.781876428052783 to 4.647204512730241
Iteration 9 complete. Error: 4.647204512730241 Total: 44.0538; Orientation: 0.0573; Line Search: 35.3560
Adding measurement 32162cf2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.681e+03, gradient 1.312e-03, dot -0.697; [155a9e45-5272-40fc-b6f3-18acf63e4057 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.647204512730241, 6.324310541152954, 6.8286844082176685, 7.304038677364588
LBFGS Accumulation History: 3 points
Removed measurement 32162cf2 to history. Total: 3
th(0)=4.647204512730241;dx=-1.7209167113667442E-6
New Minimum: 4.647204512730241 > 4.548527268692851
END: th(201080.5710696426)=4.548527268692851; dx=-4.6594585923479687E-7 evalInputDelta=0.09867724403738976
Fitness changed from 4.647204512730241 to 4.548527268692851
Iteration 10 complete. Error: 4.548527268692851 Total: 26.2298; Orientation: 0.0573; Line Search: 17.3898
Adding measurement 43da2960 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.863e+03, gradient 1.579e-03, dot -0.578; [155a9e45-5272-40fc-b6f3-18acf63e4057 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.548527268692851, 6.324310541152954, 6.8286844082176685, 7.304038677364588
LBFGS Accumulation History: 3 points
Removed measurement 43da2960 to history. Total: 3
th(0)=4.548527268692851;dx=-2.4937551915291613E-6
New Minimum: 4.548527268692851 > 4.536959405988455
WOLF (strong): th(433214.95780385967)=4.536959405988455; dx=5.408771443063016E-7 evalInputDelta=0.011567862704396248
New Minimum: 4.536959405988455 > 4.48285399004817
WOLF (strong): th(216607.47890192983)=4.48285399004817; dx=4.2327550985039877E-7 evalInputDelta=0.06567327864468098
New Minimum: 4.48285399004817 > 4.480143988505006
END: th(72202.49296730994)=4.480143988505006; dx=-1.1023431663448175E-6 evalInputDelta=0.06838328018784523
Fitness changed from 4.548527268692851 to 4.480143988505006
Iteration 11 complete. Error: 4.480143988505006 Total: 44.3660; Orientation: 0.0576; Line Search: 35.6037
Adding measurement 6a203c98 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.771e+03, gradient 1.147e-03, dot -0.741; [155a9e45-5272-40fc-b6f3-18acf63e4057 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.480143988505006, 6.324310541152954, 6.8286844082176685, 7.304038677364588
LBFGS Accumulation History: 3 points
Removed measurement 6a203c98 to history. Total: 3
th(0)=4.480143988505006;dx=-1.3145124077661687E-6
New Minimum: 4.480143988505006 > 4.405694218352437
END: th(155555.55555555565)=4.405694218352437; dx=-6.810759345828278E-7 evalInputDelta=0.07444977015256882
Fitness changed from 4.480143988505006 to 4.405694218352437
Iteration 12 complete. Error: 4.405694218352437 Total: 26.2957; Orientation: 0.0571; Line Search: 17.4024
Adding measurement 11c9dfd6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.901e+03, gradient 1.338e-03, dot -0.634; [155a9e45-5272-40fc-b6f3-18acf63e4057 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.405694218352437, 6.324310541152954, 6.8286844082176685, 7.304038677364588
LBFGS Accumulation History: 3 points
Removed measurement 11c9dfd6 to history. Total: 3
th(0)=4.405694218352437;dx=-1.790584604035471E-6
New Minimum: 4.405694218352437 > 4.3628598265349865
WOLF (strong): th(335134.285116071)=4.3628598265349865; dx=1.4190457086984696E-7 evalInputDelta=0.04283439181745052
New Minimum: 4.3628598265349865 > 4.352657003328204
WOLF (strong): th(167567.1425580355)=4.352657003328204; dx=2.7986467028628347E-8 evalInputDelta=0.053037215024232864
END: th(55855.714186011835)=4.367117688059807; dx=-8.458452908588552E-7 evalInputDelta=0.038576530292630196
Fitness changed from 4.405694218352437 to 4.352657003328204
Iteration 13 complete. Error: 4.352657003328204 Total: 44.2373; Orientation: 0.0574; Line Search: 35.2653
Adding measurement 48f8e9ca to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.946e+03, gradient 1.582e-03, dot -0.533; [155a9e45-5272-40fc-b6f3-18acf63e4057 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.352657003328204, 6.324310541152954, 6.8286844082176685, 7.304038677364588
LBFGS Accumulation History: 3 points
Removed measurement 48f8e9ca to history. Total: 3
th(0)=4.352657003328204;dx=-2.5031242652967915E-6
New Minimum: 4.352657003328204 > 4.274002367630601
WOLF (strong): th(120337.48827884991)=4.274002367630601; dx=2.8324760417317916E-7 evalInputDelta=0.07865463569760323
END: th(60168.744139424954)=4.2908317521214485; dx=-1.4474150046393599E-6 evalInputDelta=0.06182525120675564
Fitness changed from 4.352657003328204 to 4.274002367630601
Iteration 14 complete. Error: 4.274002367630601 Total: 34.6498; Orientation: 0.0570; Line Search: 26.0061
Adding measurement 46913399 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.926e+03, gradient 1.439e-03, dot -0.562; [155a9e45-5272-40fc-b6f3-18acf63e4057 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.274002367630601, 6.324310541152954, 6.8286844082176685, 7.304038677364588
LBFGS Accumulation History: 3 points
Removed measurement 46913399 to history. Total: 3
th(0)=4.274002367630601;dx=-2.071122623167067E-6
New Minimum: 4.274002367630601 > 4.233697630465031
WOLF (strong): th(129629.62962962972)=4.233697630465031; dx=4.5777287818768854E-7 evalInputDelta=0.04030473716557026
New Minimum: 4.233697630465031 > 4.231514170765877
END: th(64814.81481481486)=4.231514170765877; dx=-4.65604911623151E-7 evalInputDelta=0.04248819686472416
Fitness changed from 4.274002367630601 to 4.231514170765877
Iteration 15 complete. Error: 4.231514170765877 Total: 35.6073; Orientation: 0.0573; Line Search: 26.6772
Adding measurement 13e6f46e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.826e+03, gradient 1.073e-03, dot -0.709; [155a9e45-5272-40fc-b6f3-18acf63e4057 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.231514170765877, 6.324310541152954, 6.8286844082176685, 7.304038677364588
LBFGS Accumulation History: 3 points
Removed measurement 13e6f46e to history. Total: 3
th(0)=4.231514170765877;dx=-1.1503425520694571E-6
New Minimum: 4.231514170765877 > 4.183349305763841
END: th(139639.2854650296)=4.183349305763841; dx=-3.4757484777165304E-7 evalInputDelta=0.048164865002036095
Fitness changed from 4.231514170765877 to 4.183349305763841
Iteration 16 complete. Error: 4.183349305763841 Total: 26.1773; Orientation: 0.0569; Line Search: 17.4976
Adding measurement 475bab47 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.981e+03, gradient 1.361e-03, dot -0.571; [155a9e45-5272-40fc-b6f3-18acf63e4057 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.183349305763841, 6.324310541152954, 6.8286844082176685, 7.304038677364588
LBFGS Accumulation History: 3 points
Removed measurement 475bab47 to history. Total: 3
th(0)=4.183349305763841;dx=-1.8511144050130934E-6
Armijo: th(300843.7206971248)=4.185727778822184; dx=3.811875450487568E-7 evalInputDelta=-0.0023784730583429337
New Minimum: 4.183349305763841 > 4.1526208240538836
WOLF (strong): th(150421.8603485624)=4.1526208240538836; dx=4.568217386429604E-7 evalInputDelta=0.030728481709957123
New Minimum: 4.1526208240538836 > 4.148616906255484
END: th(50140.62011618746)=4.148616906255484; dx=-7.698021779440216E-7 evalInputDelta=0.03473239950835705
Fitness changed from 4.183349305763841 to 4.148616906255484
Iteration 17 complete. Error: 4.148616906255484 Total: 43.9491; Orientation: 0.0567; Line Search: 35.3331
Adding measurement 247d7671 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.853e+03, gradient 9.422e-04, dot -0.772; [155a9e45-5272-40fc-b6f3-18acf63e4057 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.148616906255484, 6.324310541152954, 6.8286844082176685, 7.304038677364588
LBFGS Accumulation History: 3 points
Removed measurement 247d7671 to history. Total: 3
th(0)=4.148616906255484;dx=-8.876803349887936E-7
New Minimum: 4.148616906255484 > 4.107175178825855
END: th(108024.69135802478)=4.107175178825855; dx=-6.757657545726614E-7 evalInputDelta=0.04144172742962837
Fitness changed from 4.148616906255484 to 4.107175178825855
Iteration 18 complete. Error: 4.107175178825855 Total: 26.0813; Orientation: 0.0573; Line Search: 17.4334
Adding measurement 2b896b37 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.907e+03, gradient 1.007e-03, dot -0.718; [155a9e45-5272-40fc-b6f3-18acf63e4057 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.107175178825855, 6.324310541152954, 6.8286844082176685, 7.304038677364588
LBFGS Accumulation History: 3 points
Removed measurement 2b896b37 to history. Total: 3
th(0)=4.107175178825855;dx=-1.0131688331408548E-6
New Minimum: 4.107175178825855 > 4.049921225756407
END: th(232732.14244171605)=4.049921225756407; dx=-2.7427068632230343E-7 evalInputDelta=0.05725395306944847
Fitness changed from 4.107175178825855 to 4.049921225756407
Iteration 19 complete. Error: 4.049921225756407 Total: 26.1546; Orientation: 0.0563; Line Search: 17.4976
Adding measurement 6adbfad5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.012e+03, gradient 1.350e-03, dot -0.540; [155a9e45-5272-40fc-b6f3-18acf63e4057 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.049921225756407, 6.324310541152954, 6.8286844082176685, 7.304038677364588
LBFGS Accumulation History: 3 points
Removed measurement 6adbfad5 to history. Total: 3
th(0)=4.049921225756407;dx=-1.8233851716970574E-6
Armijo: th(501406.20116187475)=4.0811184681952; dx=4.814709990411986E-7 evalInputDelta=-0.031197242438793182
New Minimum: 4.049921225756407 > 4.015391318127513
WOLF (strong): th(250703.10058093737)=4.015391318127513; dx=5.800742581113671E-7 evalInputDelta=0.03452990762889385
New Minimum: 4.015391318127513 > 3.992567924782634
END: th(83567.7001936458)=3.992567924782634; dx=-7.095375380887148E-7 evalInputDelta=0.057353300973773
Fitness changed from 4.049921225756407 to 3.992567924782634
Iteration 20 complete. Error: 3.992567924782634 Total: 44.4405; Orientation: 0.0576; Line Search: 35.4088
Final threshold in iteration 21: 3.992567924782634 (> -Infinity) after 756.302s (< 5400.000s)
