Reset training subject: 96465548116500
Reset training subject: 96500404735900
Adding measurement 680b37f9 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=0.1893618404865265;dx=-3.3435489093715067E-7
New Minimum: 0.1893618404865265 > 0.18936167657375336
WOLFE (weak): th(2.154434690031884)=0.18936167657375336; dx=-3.141319442588257E-7 evalInputDelta=1.6391277313232422E-7
New Minimum: 0.18936167657375336 > 0.1893608421087265
WOLFE (weak): th(4.308869380063768)=0.1893608421087265; dx=-3.1413040000967935E-7 evalInputDelta=9.98377799987793E-7
New Minimum: 0.1893608421087265 > 0.18935766071081161
WOLFE (weak): th(12.926608140191302)=0.18935766071081161; dx=-3.141304532869764E-7 evalInputDelta=4.179775714874268E-6
New Minimum: 0.18935766071081161 > 0.1893455982208252
WOLFE (weak): th(51.70643256076521)=0.1893455982208252; dx=-3.1413596537374345E-7 evalInputDelta=1.6242265701293945E-5
New Minimum: 0.1893455982208252 > 0.18928079307079315
WOLFE (weak): th(258.53216280382605)=0.18928079307079315; dx=-3.141363394293722E-7 evalInputDelta=8.10474157333374E-5
New Minimum: 0.18928079307079315 > 0.18887464702129364
WOLFE (weak): th(1551.1929768229563)=0.18887464702129364; dx=-3.140985863720129E-7 evalInputDelta=4.871934652328491E-4
New Minimum: 0.18887464702129364 > 0.18595129251480103
WOLFE (weak): th(10858.350837760694)=0.18595129251480103; dx=-3.1395844398008007E-7 evalInputDelta=0.003410547971725464
New Minimum: 0.18595129251480103 > 0.16213421523571014
WOLFE (weak): th(86866.80670208555)=0.16213421523571014; dx=-3.126386422302336E-7 evalInputDelta=0.027227625250816345
New Minimum: 0.16213421523571014 > -0.045560821890830994
END: th(781801.26031877)=-0.045560821890830994; dx=-2.8244953124220895E-7 evalInputDelta=0.23492266237735748
Fitness changed from 0.1893618404865265 to -0.045560821890830994
Iteration 1 complete. Error: -0.045560821890830994 Total: 436.3775; Orientation: 0.0462; Line Search: 334.5739
Adding measurement 3ac50ab to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-0.045560821890830994;dx=-2.9651029075670614E-7
New Minimum: -0.045560821890830994 > -0.5000567883253098
END: th(1684339.7559414052)=-0.5000567883253098; dx=-2.4407546270349787E-7 evalInputDelta=0.45449596643447876
Fitness changed from -0.045560821890830994 to -0.5000567883253098
Iteration 2 complete. Error: -0.5000567883253098 Total: 103.1952; Orientation: 0.0475; Line Search: 68.5496
Adding measurement 19495a12 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-0.5000567883253098;dx=-2.7075841395777995E-7
New Minimum: -0.5000567883253098 > -1.292802520096302
END: th(3628800.0)=-1.292802520096302; dx=-1.75017476696995E-7 evalInputDelta=0.7927457317709923
Fitness changed from -0.5000567883253098 to -1.292802520096302
Iteration 3 complete. Error: -1.292802520096302 Total: 102.6824; Orientation: 0.0462; Line Search: 68.1214
Adding measurement 7f89080a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.035e+04, gradient 4.424e-04, dot -0.772; [08ee2a88-1b47-49c4-b8a4-ce0b975a1b12 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.292802520096302, -0.5000567883253098, -0.045560821890830994, 0.1893618404865265
LBFGS Accumulation History: 3 points
Removed measurement 7f89080a to history. Total: 3
th(0)=-1.292802520096302;dx=-1.957324573646725E-7
New Minimum: -1.292802520096302 > -2.2736953794956207
END: th(7818012.6031877)=-2.2736953794956207; dx=-7.305917124454063E-8 evalInputDelta=0.9808928593993187
Fitness changed from -1.292802520096302 to -2.2736953794956207
Iteration 4 complete. Error: -2.2736953794956207 Total: 99.4827; Orientation: 0.7624; Line Search: 66.8801
Adding measurement 36b76389 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.585e+03, gradient 3.173e-04, dot -0.491; [08ee2a88-1b47-49c4-b8a4-ce0b975a1b12 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.2736953794956207, -0.5000567883253098, -0.045560821890830994, 0.1893618404865265
LBFGS Accumulation History: 3 points
Removed measurement 36b76389 to history. Total: 3
th(0)=-2.2736953794956207;dx=-1.0070305174861588E-7
New Minimum: -2.2736953794956207 > -2.991954643279314
END: th(1.684339755941405E7)=-2.991954643279314; dx=-1.0695936773297966E-8 evalInputDelta=0.7182592637836933
Fitness changed from -2.2736953794956207 to -2.991954643279314
Iteration 5 complete. Error: -2.991954643279314 Total: 103.2731; Orientation: 0.7384; Line Search: 67.9840
Adding measurement 184e9c83 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.433e+03, gradient 3.416e-04, dot -0.340; [08ee2a88-1b47-49c4-b8a4-ce0b975a1b12 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.991954643279314, -0.5000567883253098, -0.045560821890830994, 0.1893618404865265
LBFGS Accumulation History: 3 points
Removed measurement 184e9c83 to history. Total: 3
th(0)=-2.991954643279314;dx=-1.1666210289987628E-7
Armijo: th(3.6288E7)=-1.5307593122124672; dx=7.025503112377372E-8 evalInputDelta=-1.4611953310668468
Armijo: th(1.8144E7)=-2.7653164118528366; dx=5.895030989510841E-8 evalInputDelta=-0.22663823142647743
New Minimum: -2.991954643279314 > -3.2267758809030056
WOLF (strong): th(6048000.0)=-3.2267758809030056; dx=9.41571318217721E-9 evalInputDelta=0.23482123762369156
END: th(1512000.0)=-3.1333187855780125; dx=-7.009108627114531E-8 evalInputDelta=0.14136414229869843
Fitness changed from -2.991954643279314 to -3.2267758809030056
Iteration 6 complete. Error: -3.2267758809030056 Total: 201.4912; Orientation: 0.7283; Line Search: 166.2996
Adding measurement 7fbecb34 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.278e+03, gradient 2.323e-04, dot -0.226; [08ee2a88-1b47-49c4-b8a4-ce0b975a1b12 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.2267758809030056, -0.5000567883253098, -0.045560821890830994, 0.1893618404865265
LBFGS Accumulation History: 3 points
Removed measurement 7fbecb34 to history. Total: 3
th(0)=-3.2267758809030056;dx=-5.397864334013437E-8
New Minimum: -3.2267758809030056 > -3.3300703540444374
END: th(3257505.2513282085)=-3.3300703540444374; dx=-1.110402982989411E-8 evalInputDelta=0.10329447314143181
Fitness changed from -3.2267758809030056 to -3.3300703540444374
Iteration 7 complete. Error: -3.3300703540444374 Total: 104.0807; Orientation: 0.7322; Line Search: 68.8857
Adding measurement 4fae65e7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.900e+03, gradient 1.386e-04, dot -0.510; [08ee2a88-1b47-49c4-b8a4-ce0b975a1b12 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.3300703540444374, -0.5000567883253098, -0.045560821890830994, 0.1893618404865265
LBFGS Accumulation History: 3 points
Removed measurement 4fae65e7 to history. Total: 3
th(0)=-3.3300703540444374;dx=-1.9203012239690863E-8
New Minimum: -3.3300703540444374 > -3.4351483024656773
END: th(7018082.316422523)=-3.4351483024656773; dx=-1.132627545225002E-8 evalInputDelta=0.10507794842123985
Fitness changed from -3.3300703540444374 to -3.4351483024656773
Iteration 8 complete. Error: -3.4351483024656773 Total: 101.8166; Orientation: 0.7333; Line Search: 66.2843
Adding measurement 79b4472f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.379e+03, gradient 1.279e-04, dot -0.430; [08ee2a88-1b47-49c4-b8a4-ce0b975a1b12 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.4351483024656773, -0.5000567883253098, -0.045560821890830994, 0.1893618404865265
LBFGS Accumulation History: 3 points
Removed measurement 79b4472f to history. Total: 3
th(0)=-3.4351483024656773;dx=-1.636608205857121E-8
New Minimum: -3.4351483024656773 > -3.522962786257267
WOLF (strong): th(1.5120000000000004E7)=-3.522962786257267; dx=2.260534990329287E-9 evalInputDelta=0.08781448379158974
END: th(7560000.000000002)=-3.5144628919661045; dx=-5.159163253729165E-9 evalInputDelta=0.07931458950042725
Fitness changed from -3.4351483024656773 to -3.522962786257267
Iteration 9 complete. Error: -3.522962786257267 Total: 134.1212; Orientation: 0.7278; Line Search: 98.8788
Adding measurement 28343087 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.617e+03, gradient 2.316e-04, dot -0.292; [08ee2a88-1b47-49c4-b8a4-ce0b975a1b12 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.522962786257267, -0.5000567883253098, -0.045560821890830994, 0.1893618404865265
LBFGS Accumulation History: 3 points
Removed measurement 28343087 to history. Total: 3
th(0)=-3.522962786257267;dx=-5.3647661618746285E-8
Armijo: th(1.6287526256641045E7)=-3.337209280580282; dx=3.755839538879012E-8 evalInputDelta=-0.1857535056769848
New Minimum: -3.522962786257267 > -3.5849816985428333
WOLF (strong): th(8143763.128320523)=-3.5849816985428333; dx=2.138907543648034E-8 evalInputDelta=0.06201891228556633
New Minimum: -3.5849816985428333 > -3.6186108998954296
END: th(2714587.709440174)=-3.6186108998954296; dx=-1.74444193122005E-8 evalInputDelta=0.09564811363816261
Fitness changed from -3.522962786257267 to -3.6186108998954296
Iteration 10 complete. Error: -3.6186108998954296 Total: 166.1841; Orientation: 0.7358; Line Search: 130.5252
Adding measurement 267bab47 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.364e+03, gradient 1.011e-04, dot -0.506; [08ee2a88-1b47-49c4-b8a4-ce0b975a1b12 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.6186108998954296, -0.5000567883253098, -0.045560821890830994, 0.1893618404865265
LBFGS Accumulation History: 3 points
Removed measurement 267bab47 to history. Total: 3
th(0)=-3.6186108998954296;dx=-1.0225878751009635E-8
New Minimum: -3.6186108998954296 > -3.663327172398567
END: th(5848401.930352103)=-3.663327172398567; dx=-5.187998204869021E-9 evalInputDelta=0.04471627250313759
Fitness changed from -3.6186108998954296 to -3.663327172398567
Iteration 11 complete. Error: -3.663327172398567 Total: 101.7703; Orientation: 0.7182; Line Search: 67.1157
Adding measurement 3914ea0f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.318e+03, gradient 8.799e-05, dot -0.465; [08ee2a88-1b47-49c4-b8a4-ce0b975a1b12 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.663327172398567, -0.5000567883253098, -0.045560821890830994, 0.1893618404865265
LBFGS Accumulation History: 3 points
Removed measurement 3914ea0f to history. Total: 3
th(0)=-3.663327172398567;dx=-7.741475143937988E-9
New Minimum: -3.663327172398567 > -3.729073131456971
END: th(1.2600000000000004E7)=-3.729073131456971; dx=-2.863838499765655E-9 evalInputDelta=0.06574595905840397
Fitness changed from -3.663327172398567 to -3.729073131456971
Iteration 12 complete. Error: -3.729073131456971 Total: 102.3518; Orientation: 0.7315; Line Search: 67.6099
Adding measurement 6d5f7dd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.022e+03, gradient 1.119e-04, dot -0.416; [08ee2a88-1b47-49c4-b8a4-ce0b975a1b12 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.729073131456971, -0.5000567883253098, -0.045560821890830994, 0.1893618404865265
LBFGS Accumulation History: 3 points
Removed measurement 6d5f7dd to history. Total: 3
th(0)=-3.729073131456971;dx=-1.2518985829815288E-8
Armijo: th(2.7145877094401743E7)=-3.5093275383114815; dx=2.003025427955691E-8 evalInputDelta=-0.2197455931454897
Armijo: th(1.3572938547200872E7)=-3.7249319329857826; dx=1.040384362165727E-8 evalInputDelta=-0.004141198471188545
New Minimum: -3.729073131456971 > -3.7639321982860565
END: th(4524312.849066957)=-3.7639321982860565; dx=-3.074028612006079E-9 evalInputDelta=0.03485906682908535
Fitness changed from -3.729073131456971 to -3.7639321982860565
Iteration 13 complete. Error: -3.7639321982860565 Total: 176.5801; Orientation: 0.7157; Line Search: 140.1350
Adding measurement 2bfe818 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.931e+03, gradient 7.269e-05, dot -0.489; [08ee2a88-1b47-49c4-b8a4-ce0b975a1b12 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.7639321982860565, -0.5000567883253098, -0.045560821890830994, 0.1893618404865265
LBFGS Accumulation History: 3 points
Removed measurement 2bfe818 to history. Total: 3
th(0)=-3.7639321982860565;dx=-5.284373773301912E-9
New Minimum: -3.7639321982860565 > -3.8069984205067158
END: th(9747336.550586838)=-3.8069984205067158; dx=-3.5629910211985296E-9 evalInputDelta=0.043066222220659256
Fitness changed from -3.7639321982860565 to -3.8069984205067158
Iteration 14 complete. Error: -3.8069984205067158 Total: 103.2923; Orientation: 0.7192; Line Search: 68.1616
Adding measurement 4eba1b33 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.277e+03, gradient 7.434e-05, dot -0.508; [08ee2a88-1b47-49c4-b8a4-ce0b975a1b12 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.8069984205067158, -0.5000567883253098, -0.045560821890830994, 0.1893618404865265
LBFGS Accumulation History: 3 points
Removed measurement 4eba1b33 to history. Total: 3
th(0)=-3.8069984205067158;dx=-5.526793309061187E-9
New Minimum: -3.8069984205067158 > -3.83742468431592
WOLF (strong): th(2.1000000000000007E7)=-3.83742468431592; dx=2.0118272536216205E-9 evalInputDelta=0.0304262638092041
New Minimum: -3.83742468431592 > -3.841987933963537
END: th(1.0500000000000004E7)=-3.841987933963537; dx=-1.2984000374257628E-9 evalInputDelta=0.03498951345682144
Fitness changed from -3.8069984205067158 to -3.841987933963537
Iteration 15 complete. Error: -3.841987933963537 Total: 132.1138; Orientation: 0.7346; Line Search: 98.2880
Adding measurement 77c3741e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.043e+03, gradient 9.184e-05, dot -0.304; [08ee2a88-1b47-49c4-b8a4-ce0b975a1b12 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.841987933963537, -0.5000567883253098, -0.045560821890830994, 0.1893618404865265
LBFGS Accumulation History: 3 points
Removed measurement 77c3741e to history. Total: 3
th(0)=-3.841987933963537;dx=-8.433843340664833E-9
Armijo: th(2.262156424533479E7)=-3.738958016037941; dx=1.3863736410069177E-8 evalInputDelta=-0.10302991792559624
New Minimum: -3.841987933963537 > -3.8534550070762634
WOLF (strong): th(1.1310782122667395E7)=-3.8534550070762634; dx=5.511931041437203E-9 evalInputDelta=0.011467073112726212
New Minimum: -3.8534550070762634 > -3.8637480214238167
END: th(3770260.7075557983)=-3.8637480214238167; dx=-3.1922508237718344E-9 evalInputDelta=0.021760087460279465
Fitness changed from -3.841987933963537 to -3.8637480214238167
Iteration 16 complete. Error: -3.8637480214238167 Total: 163.6811; Orientation: 0.7120; Line Search: 129.0041
Adding measurement 5ab64a1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.731e+03, gradient 5.937e-05, dot -0.536; [08ee2a88-1b47-49c4-b8a4-ce0b975a1b12 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.8637480214238167, -0.5000567883253098, -0.045560821890830994, 0.1893618404865265
LBFGS Accumulation History: 3 points
Removed measurement 5ab64a1 to history. Total: 3
th(0)=-3.8637480214238167;dx=-3.5249884006678703E-9
New Minimum: -3.8637480214238167 > -3.890789609402418
END: th(8122780.458822368)=-3.890789609402418; dx=-3.13387373436271E-9 evalInputDelta=0.027041587978601456
Fitness changed from -3.8637480214238167 to -3.890789609402418
Iteration 17 complete. Error: -3.890789609402418 Total: 103.4149; Orientation: 0.7139; Line Search: 70.4687
Adding measurement 74e7533d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.520e+03, gradient 5.620e-05, dot -0.525; [08ee2a88-1b47-49c4-b8a4-ce0b975a1b12 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.890789609402418, -0.5000567883253098, -0.045560821890830994, 0.1893618404865265
LBFGS Accumulation History: 3 points
Removed measurement 74e7533d to history. Total: 3
th(0)=-3.890789609402418;dx=-3.1588990682976657E-9
New Minimum: -3.890789609402418 > -3.940116534009576
END: th(1.750000000000001E7)=-3.940116534009576; dx=-2.497045502477466E-9 evalInputDelta=0.04932692460715771
Fitness changed from -3.890789609402418 to -3.940116534009576
Iteration 18 complete. Error: -3.940116534009576 Total: 104.1578; Orientation: 0.7115; Line Search: 69.1124
Adding measurement 75523a5d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.537e+03, gradient 5.763e-05, dot -0.496; [08ee2a88-1b47-49c4-b8a4-ce0b975a1b12 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.940116534009576, -0.5000567883253098, -0.045560821890830994, 0.1893618404865265
LBFGS Accumulation History: 3 points
Removed measurement 75523a5d to history. Total: 3
th(0)=-3.940116534009576;dx=-3.3213084614434965E-9
New Minimum: -3.940116534009576 > -3.9447842985391617
WOLF (strong): th(3.770260707555799E7)=-3.9447842985391617; dx=2.2028591340545946E-9 evalInputDelta=0.004667764529585838
New Minimum: -3.9447842985391617 > -3.9673951230943203
WOLF (strong): th(1.8851303537778996E7)=-3.9673951230943203; dx=6.386135349253205E-11 evalInputDelta=0.027278589084744453
END: th(6283767.845926332)=-3.956461314111948; dx=-1.915383806945489E-9 evalInputDelta=0.01634478010237217
Fitness changed from -3.940116534009576 to -3.9673951230943203
Iteration 19 complete. Error: -3.9673951230943203 Total: 165.5948; Orientation: 0.7411; Line Search: 130.1068
Adding measurement 3bfe7972 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.194e+03, gradient 1.094e-04, dot -0.209; [08ee2a88-1b47-49c4-b8a4-ce0b975a1b12 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.9673951230943203, -0.5000567883253098, -0.045560821890830994, 0.1893618404865265
LBFGS Accumulation History: 3 points
Removed measurement 3bfe7972 to history. Total: 3
th(0)=-3.9673951230943203;dx=-1.1976174461588067E-8
Armijo: th(1.3537967431370616E7)=-3.9042605236172676; dx=1.762431195097576E-8 evalInputDelta=-0.06313459947705269
New Minimum: -3.9673951230943203 > -3.9860112965106964
WOLF (strong): th(6768983.715685308)=-3.9860112965106964; dx=5.605803003945378E-9 evalInputDelta=0.018616173416376114
New Minimum: -3.9860112965106964 > -3.9870483800768852
END: th(2256327.905228436)=-3.9870483800768852; dx=-5.538190783621478E-9 evalInputDelta=0.019653256982564926
Fitness changed from -3.9673951230943203 to -3.9870483800768852
Iteration 20 complete. Error: -3.9870483800768852 Total: 169.7653; Orientation: 0.7104; Line Search: 136.5082
Final threshold in iteration 21: -3.9870483800768852 (> -Infinity) after 2875.427s (< 5400.000s)
