Reset training subject: 49258370440500
Reset training subject: 49282811709500
Adding measurement 2227609b to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=7.26908890530467;dx=-2.361759292186686E-6
New Minimum: 7.26908890530467 > 7.269085254520178
WOLFE (weak): th(2.154434690031884)=7.269085254520178; dx=-2.354771594917869E-6 evalInputDelta=3.6507844924926758E-6
New Minimum: 7.269085254520178 > 7.269081711769104
WOLFE (weak): th(4.308869380063768)=7.269081711769104; dx=-2.3530987701415684E-6 evalInputDelta=7.193535566329956E-6
New Minimum: 7.269081711769104 > 7.26906736753881
WOLFE (weak): th(12.926608140191302)=7.26906736753881; dx=-2.3550078264229495E-6 evalInputDelta=2.1537765860557556E-5
New Minimum: 7.26906736753881 > 7.269003503024578
WOLFE (weak): th(51.70643256076521)=7.269003503024578; dx=-2.3546842624911025E-6 evalInputDelta=8.540228009223938E-5
New Minimum: 7.269003503024578 > 7.268662586808205
WOLFE (weak): th(258.53216280382605)=7.268662586808205; dx=-2.3544620316923724E-6 evalInputDelta=4.26318496465683E-4
New Minimum: 7.268662586808205 > 7.266531171277165
WOLFE (weak): th(1551.1929768229563)=7.266531171277165; dx=-2.3539485901935677E-6 evalInputDelta=0.002557734027504921
New Minimum: 7.266531171277165 > 7.251217341050506
WOLFE (weak): th(10858.350837760694)=7.251217341050506; dx=-2.3446940465620915E-6 evalInputDelta=0.017871564254164696
New Minimum: 7.251217341050506 > 7.128273453563452
WOLFE (weak): th(86866.80670208555)=7.128273453563452; dx=-2.272590211825063E-6 evalInputDelta=0.14081545174121857
New Minimum: 7.128273453563452 > 6.167571485042572
END: th(781801.26031877)=6.167571485042572; dx=-1.7058212609177296E-6 evalInputDelta=1.1015174202620983
Fitness changed from 7.26908890530467 to 6.167571485042572
Iteration 1 complete. Error: 6.167571485042572 Total: 313.0532; Orientation: 0.0053; Line Search: 241.7339
Adding measurement 3e9b9148 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=6.167571485042572;dx=-1.3324394420958914E-6
New Minimum: 6.167571485042572 > 4.909612141549587
END: th(1684339.7559414052)=4.909612141549587; dx=-8.486294462014094E-7 evalInputDelta=1.2579593434929848
Fitness changed from 6.167571485042572 to 4.909612141549587
Iteration 2 complete. Error: 4.909612141549587 Total: 70.2363; Orientation: 0.0053; Line Search: 46.1300
Adding measurement 5ecd205f to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=4.909612141549587;dx=-6.702915080027522E-7
New Minimum: 4.909612141549587 > 3.631816864013672
END: th(3628800.0)=3.631816864013672; dx=-3.8644143734579806E-7 evalInputDelta=1.2777952775359154
Fitness changed from 4.909612141549587 to 3.631816864013672
Iteration 3 complete. Error: 3.631816864013672 Total: 74.6497; Orientation: 0.0053; Line Search: 50.5222
Adding measurement 3977b7cc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.093e+03, gradient 6.232e-04, dot -0.917; [635cd3e1-0bcd-44e9-8283-5bc4d42a2295 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.631816864013672, 4.909612141549587, 6.167571485042572, 7.26908890530467
LBFGS Accumulation History: 3 points
Removed measurement 3977b7cc to history. Total: 3
th(0)=3.631816864013672;dx=-3.87742060175523E-7
New Minimum: 3.631816864013672 > 2.3640617057681084
END: th(7818012.6031877)=2.3640617057681084; dx=-1.5697499371750595E-7 evalInputDelta=1.2677551582455635
Fitness changed from 3.631816864013672 to 2.3640617057681084
Iteration 4 complete. Error: 2.3640617057681084 Total: 71.4275; Orientation: 0.0898; Line Search: 46.9198
Adding measurement 39a6eb60 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.239e+03, gradient 5.579e-04, dot -0.718; [635cd3e1-0bcd-44e9-8283-5bc4d42a2295 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.3640617057681084, 4.909612141549587, 6.167571485042572, 7.26908890530467
LBFGS Accumulation History: 3 points
Removed measurement 39a6eb60 to history. Total: 3
th(0)=2.3640617057681084;dx=-3.106687967597703E-7
New Minimum: 2.3640617057681084 > 1.75992601364851
WOLF (strong): th(1.684339755941405E7)=1.75992601364851; dx=1.2064086910532214E-8 evalInputDelta=0.6041356921195984
New Minimum: 1.75992601364851 > 1.6122432202100754
END: th(8421698.779707026)=1.6122432202100754; dx=-5.0776317313563804E-8 evalInputDelta=0.751818485558033
Fitness changed from 2.3640617057681084 to 1.6122432202100754
Iteration 5 complete. Error: 1.6122432202100754 Total: 96.8488; Orientation: 0.0903; Line Search: 73.8133
Adding measurement 1b694e95 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.724e+03, gradient 5.239e-04, dot -0.623; [635cd3e1-0bcd-44e9-8283-5bc4d42a2295 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.6122432202100754, 4.909612141549587, 6.167571485042572, 7.26908890530467
LBFGS Accumulation History: 3 points
Removed measurement 1b694e95 to history. Total: 3
th(0)=1.6122432202100754;dx=-2.743305662332611E-7
New Minimum: 1.6122432202100754 > 1.5569107979536057
WOLF (strong): th(1.8144E7)=1.5569107979536057; dx=5.586093625178173E-8 evalInputDelta=0.05533242225646973
New Minimum: 1.5569107979536057 > 1.0343922637403011
WOLF (strong): th(9072000.0)=1.0343922637403011; dx=1.0328376437144756E-8 evalInputDelta=0.5778509564697742
END: th(3024000.0)=1.1680115349590778; dx=-1.58632438896593E-7 evalInputDelta=0.44423168525099754
Fitness changed from 1.6122432202100754 to 1.0343922637403011
Iteration 6 complete. Error: 1.0343922637403011 Total: 118.7565; Orientation: 0.0907; Line Search: 95.3495
Adding measurement 4bd6841f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.241e+03, gradient 4.823e-04, dot -0.545; [635cd3e1-0bcd-44e9-8283-5bc4d42a2295 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.0343922637403011, 4.909612141549587, 6.167571485042572, 7.26908890530467
LBFGS Accumulation History: 3 points
Removed measurement 4bd6841f to history. Total: 3
th(0)=1.0343922637403011;dx=-2.3242644875945485E-7
New Minimum: 1.0343922637403011 > 0.5171249024569988
END: th(6515010.502656417)=0.5171249024569988; dx=-2.266452323340114E-8 evalInputDelta=0.5172673612833023
Fitness changed from 1.0343922637403011 to 0.5171249024569988
Iteration 7 complete. Error: 0.5171249024569988 Total: 73.8217; Orientation: 0.0914; Line Search: 48.3869
Adding measurement 3419ca9b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.436e+03, gradient 3.486e-04, dot -0.602; [635cd3e1-0bcd-44e9-8283-5bc4d42a2295 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.5171249024569988, 4.909612141549587, 6.167571485042572, 7.26908890530467
LBFGS Accumulation History: 3 points
Removed measurement 3419ca9b to history. Total: 3
th(0)=0.5171249024569988;dx=-1.2147036902854724E-7
New Minimum: 0.5171249024569988 > 0.32627445831894875
WOLF (strong): th(1.4036164632845046E7)=0.32627445831894875; dx=1.468675852904637E-8 evalInputDelta=0.19085044413805008
New Minimum: 0.32627445831894875 > 0.23238199949264526
END: th(7018082.316422523)=0.23238199949264526; dx=-2.4368671807872853E-8 evalInputDelta=0.28474290296435356
Fitness changed from 0.5171249024569988 to 0.23238199949264526
Iteration 8 complete. Error: 0.23238199949264526 Total: 98.9371; Orientation: 0.0890; Line Search: 74.8118
Adding measurement 3492981 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.299e+03, gradient 3.188e-04, dot -0.578; [635cd3e1-0bcd-44e9-8283-5bc4d42a2295 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.23238199949264526, 4.909612141549587, 6.167571485042572, 7.26908890530467
LBFGS Accumulation History: 3 points
Removed measurement 3492981 to history. Total: 3
th(0)=0.23238199949264526;dx=-1.0134355188354016E-7
New Minimum: 0.23238199949264526 > 0.15480535477399826
WOLF (strong): th(1.5120000000000004E7)=0.15480535477399826; dx=1.330143008025371E-8 evalInputDelta=0.077576644718647
New Minimum: 0.15480535477399826 > 0.02871229127049446
END: th(7560000.000000002)=0.02871229127049446; dx=-6.607805846931763E-9 evalInputDelta=0.2036697082221508
Fitness changed from 0.23238199949264526 to 0.02871229127049446
Iteration 9 complete. Error: 0.02871229127049446 Total: 97.9761; Orientation: 0.0901; Line Search: 73.8325
Adding measurement 4a2b881e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.381e+03, gradient 3.117e-04, dot -0.551; [635cd3e1-0bcd-44e9-8283-5bc4d42a2295 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.02871229127049446, 4.909612141549587, 6.167571485042572, 7.26908890530467
LBFGS Accumulation History: 3 points
Removed measurement 4a2b881e to history. Total: 3
th(0)=0.02871229127049446;dx=-9.69941391306416E-8
Armijo: th(1.6287526256641045E7)=0.08817620202898979; dx=2.5109175477092717E-8 evalInputDelta=-0.05946391075849533
New Minimum: 0.02871229127049446 > -0.1389557309448719
WOLF (strong): th(8143763.128320523)=-0.1389557309448719; dx=9.324534669109992E-9 evalInputDelta=0.16766802221536636
END: th(2714587.709440174)=-0.11410704255104065; dx=-6.000908968408353E-8 evalInputDelta=0.1428193338215351
Fitness changed from 0.02871229127049446 to -0.1389557309448719
Iteration 10 complete. Error: -0.1389557309448719 Total: 121.1480; Orientation: 0.0900; Line Search: 96.8098
Adding measurement 367b4c7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.949e+03, gradient 3.086e-04, dot -0.495; [635cd3e1-0bcd-44e9-8283-5bc4d42a2295 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.1389557309448719, 4.909612141549587, 6.167571485042572, 7.26908890530467
LBFGS Accumulation History: 3 points
Removed measurement 367b4c7 to history. Total: 3
th(0)=-0.1389557309448719;dx=-9.493913241384614E-8
New Minimum: -0.1389557309448719 > -0.33654920756816864
END: th(5848401.930352103)=-0.33654920756816864; dx=-6.479288616412282E-9 evalInputDelta=0.19759347662329674
Fitness changed from -0.1389557309448719 to -0.33654920756816864
Iteration 11 complete. Error: -0.33654920756816864 Total: 73.9611; Orientation: 0.0907; Line Search: 48.1639
Adding measurement 68f505ed to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.988e+03, gradient 2.355e-04, dot -0.558; [635cd3e1-0bcd-44e9-8283-5bc4d42a2295 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.33654920756816864, 4.909612141549587, 6.167571485042572, 7.26908890530467
LBFGS Accumulation History: 3 points
Removed measurement 68f505ed to history. Total: 3
th(0)=-0.33654920756816864;dx=-5.5415880523533435E-8
New Minimum: -0.33654920756816864 > -0.4061827138066292
WOLF (strong): th(1.2600000000000004E7)=-0.4061827138066292; dx=8.10736964972396E-9 evalInputDelta=0.06963350623846054
New Minimum: -0.4061827138066292 > -0.4532587453722954
END: th(6300000.000000002)=-0.4532587453722954; dx=-1.1534020564598519E-8 evalInputDelta=0.11670953780412674
Fitness changed from -0.33654920756816864 to -0.4532587453722954
Iteration 12 complete. Error: -0.4532587453722954 Total: 99.5767; Orientation: 0.0891; Line Search: 74.0095
Adding measurement 5e41b96d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.881e+03, gradient 2.280e-04, dot -0.536; [635cd3e1-0bcd-44e9-8283-5bc4d42a2295 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.4532587453722954, 4.909612141549587, 6.167571485042572, 7.26908890530467
LBFGS Accumulation History: 3 points
Removed measurement 5e41b96d to history. Total: 3
th(0)=-0.4532587453722954;dx=-5.1843435767502456E-8
New Minimum: -0.4532587453722954 > -0.4797654449939728
WOLF (strong): th(1.3572938547200872E7)=-0.4797654449939728; dx=6.861758072326166E-9 evalInputDelta=0.0265066996216774
New Minimum: -0.4797654449939728 > -0.5403915792703629
END: th(6786469.273600436)=-0.5403915792703629; dx=-3.4983632914055497E-9 evalInputDelta=0.08713283389806747
Fitness changed from -0.4532587453722954 to -0.5403915792703629
Iteration 13 complete. Error: -0.5403915792703629 Total: 95.7169; Orientation: 0.0893; Line Search: 71.2245
Adding measurement 1cfadd65 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.881e+03, gradient 2.348e-04, dot -0.504; [635cd3e1-0bcd-44e9-8283-5bc4d42a2295 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5403915792703629, 4.909612141549587, 6.167571485042572, 7.26908890530467
LBFGS Accumulation History: 3 points
Removed measurement 1cfadd65 to history. Total: 3
th(0)=-0.5403915792703629;dx=-5.507060830316332E-8
Armijo: th(1.462100482588026E7)=-0.48961611837148666; dx=1.577844139535275E-8 evalInputDelta=-0.05077546089887619
New Minimum: -0.5403915792703629 > -0.6172976829111576
WOLF (strong): th(7310502.41294013)=-0.6172976829111576; dx=7.749835352747376E-9 evalInputDelta=0.07690610364079475
END: th(2436834.13764671)=-0.610701322555542; dx=-3.379638455156404E-8 evalInputDelta=0.07030974328517914
Fitness changed from -0.5403915792703629 to -0.6172976829111576
Iteration 14 complete. Error: -0.6172976829111576 Total: 120.3363; Orientation: 0.0892; Line Search: 94.8635
Adding measurement 57772044 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.768e+03, gradient 2.492e-04, dot -0.461; [635cd3e1-0bcd-44e9-8283-5bc4d42a2295 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6172976829111576, 4.909612141549587, 6.167571485042572, 7.26908890530467
LBFGS Accumulation History: 3 points
Removed measurement 57772044 to history. Total: 3
th(0)=-0.6172976829111576;dx=-6.205603829977016E-8
New Minimum: -0.6172976829111576 > -0.7167990207672119
WOLF (strong): th(5250000.000000003)=-0.7167990207672119; dx=1.3181934205404053E-9 evalInputDelta=0.0995013378560543
END: th(2625000.0000000014)=-0.7018256969749928; dx=-3.212013241535808E-8 evalInputDelta=0.08452801406383514
Fitness changed from -0.6172976829111576 to -0.7167990207672119
Iteration 15 complete. Error: -0.7167990207672119 Total: 96.0851; Orientation: 0.0891; Line Search: 73.1986
Adding measurement 6e0e9456 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.652e+03, gradient 1.976e-04, dot -0.505; [635cd3e1-0bcd-44e9-8283-5bc4d42a2295 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7167990207672119, 4.909612141549587, 6.167571485042572, 7.26908890530467
LBFGS Accumulation History: 3 points
Removed measurement 6e0e9456 to history. Total: 3
th(0)=-0.7167990207672119;dx=-3.899912598689099E-8
New Minimum: -0.7167990207672119 > -0.7808067500591278
END: th(5655391.061333698)=-0.7808067500591278; dx=-3.452525796876603E-9 evalInputDelta=0.0640077292919159
Fitness changed from -0.7167990207672119 to -0.7808067500591278
Iteration 16 complete. Error: -0.7808067500591278 Total: 72.8811; Orientation: 0.0885; Line Search: 48.4391
Adding measurement b6ba28c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.643e+03, gradient 1.969e-04, dot -0.491; [635cd3e1-0bcd-44e9-8283-5bc4d42a2295 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7808067500591278, 4.909612141549587, 6.167571485042572, 7.26908890530467
LBFGS Accumulation History: 3 points
Removed measurement b6ba28c to history. Total: 3
th(0)=-0.7808067500591278;dx=-3.867370440090397E-8
Armijo: th(1.2184170688233553E7)=-0.7549136020243168; dx=1.0978128405586032E-8 evalInputDelta=-0.02589314803481102
New Minimum: -0.7808067500591278 > -0.8271415457129478
WOLF (strong): th(6092085.344116776)=-0.8271415457129478; dx=2.8376392511808403E-9 evalInputDelta=0.04633479565382004
END: th(2030695.1147055922)=-0.8203936405479908; dx=-2.328837001885637E-8 evalInputDelta=0.03958689048886299
Fitness changed from -0.7808067500591278 to -0.8271415457129478
Iteration 17 complete. Error: -0.8271415457129478 Total: 123.2053; Orientation: 0.0910; Line Search: 97.7992
Adding measurement ff9f451 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.658e+03, gradient 2.110e-04, dot -0.457; [635cd3e1-0bcd-44e9-8283-5bc4d42a2295 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8271415457129478, 4.909612141549587, 6.167571485042572, 7.26908890530467
LBFGS Accumulation History: 3 points
Removed measurement ff9f451 to history. Total: 3
th(0)=-0.8271415457129478;dx=-4.444981259909147E-8
New Minimum: -0.8271415457129478 > -0.8891486898064613
END: th(4375000.000000003)=-0.8891486898064613; dx=-1.9446691208963878E-9 evalInputDelta=0.06200714409351349
Fitness changed from -0.8271415457129478 to -0.8891486898064613
Iteration 18 complete. Error: -0.8891486898064613 Total: 74.3940; Orientation: 0.0905; Line Search: 49.7394
Adding measurement 6855452f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.545e+03, gradient 1.700e-04, dot -0.505; [635cd3e1-0bcd-44e9-8283-5bc4d42a2295 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8891486898064613, 4.909612141549587, 6.167571485042572, 7.26908890530467
LBFGS Accumulation History: 3 points
Removed measurement 6855452f to history. Total: 3
th(0)=-0.8891486898064613;dx=-2.876712266661453E-8
New Minimum: -0.8891486898064613 > -0.9091522172093391
WOLF (strong): th(9425651.768889498)=-0.9091522172093391; dx=3.981228163245022E-9 evalInputDelta=0.020003527402877808
New Minimum: -0.9091522172093391 > -0.931129977107048
END: th(4712825.884444749)=-0.931129977107048; dx=-5.6502595889843954E-9 evalInputDelta=0.0419812873005867
Fitness changed from -0.8891486898064613 to -0.931129977107048
Iteration 19 complete. Error: -0.931129977107048 Total: 94.8348; Orientation: 0.0896; Line Search: 71.6222
Adding measurement 20ab1c15 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.545e+03, gradient 1.662e-04, dot -0.501; [635cd3e1-0bcd-44e9-8283-5bc4d42a2295 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.931129977107048, 4.909612141549587, 6.167571485042572, 7.26908890530467
LBFGS Accumulation History: 3 points
Removed measurement 20ab1c15 to history. Total: 3
th(0)=-0.931129977107048;dx=-2.75608745574943E-8
New Minimum: -0.931129977107048 > -0.937201876193285
WOLF (strong): th(1.0153475573527962E7)=-0.937201876193285; dx=3.818829320060405E-9 evalInputDelta=0.006071899086236954
New Minimum: -0.937201876193285 > -0.9665646478533745
END: th(5076737.786763981)=-0.9665646478533745; dx=-2.4346503080988457E-9 evalInputDelta=0.03543467074632645
Fitness changed from -0.931129977107048 to -0.9665646478533745
Iteration 20 complete. Error: -0.9665646478533745 Total: 94.3733; Orientation: 0.0967; Line Search: 71.1966
Final threshold in iteration 21: -0.9665646478533745 (> -Infinity) after 2082.220s (< 5400.000s)
