Reset training subject: 4731471838440
Reset training subject: 4741358621980
Adding measurement 397dc6c7 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=24.59989207983017;dx=-0.0018196862736414032
New Minimum: 24.59989207983017 > 24.59567780792713
WOLFE (weak): th(2.154434690031884)=24.59567780792713; dx=-0.0018178457985083569 evalInputDelta=0.004214271903038025
New Minimum: 24.59567780792713 > 24.591463956981897
WOLFE (weak): th(4.308869380063768)=24.591463956981897; dx=-0.001817073865240122 evalInputDelta=0.008428122848272324
New Minimum: 24.591463956981897 > 24.574634715914726
WOLFE (weak): th(12.926608140191302)=24.574634715914726; dx=-0.0018127016396398282 evalInputDelta=0.02525736391544342
New Minimum: 24.574634715914726 > 24.499238684773445
WOLFE (weak): th(51.70643256076521)=24.499238684773445; dx=-0.001778442431517232 evalInputDelta=0.10065339505672455
New Minimum: 24.499238684773445 > 24.10506945475936
WOLFE (weak): th(258.53216280382605)=24.10506945475936; dx=-0.001739308642330447 evalInputDelta=0.4948226250708103
New Minimum: 24.10506945475936 > 21.975785382092
END: th(1551.1929768229563)=21.975785382092; dx=-0.001333308174000033 evalInputDelta=2.6241066977381706
Fitness changed from 24.59989207983017 to 21.975785382092
Iteration 1 complete. Error: 21.975785382092 Total: 129.9935; Orientation: 0.0091; Line Search: 92.7512
Adding measurement 72accec3 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=21.975785382092;dx=-0.001103779092842285
New Minimum: 21.975785382092 > 18.807222310453653
END: th(3341.943960201201)=18.807222310453653; dx=-6.832066860887447E-4 evalInputDelta=3.1685630716383457
Fitness changed from 21.975785382092 to 18.807222310453653
Iteration 2 complete. Error: 18.807222310453653 Total: 39.7789; Orientation: 0.0081; Line Search: 26.4751
Adding measurement 24f4bf0e to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=18.807222310453653;dx=-5.637288367853189E-4
New Minimum: 18.807222310453653 > 15.453456785529852
END: th(7200.000000000001)=15.453456785529852; dx=-3.211324114610392E-4 evalInputDelta=3.3537655249238014
Fitness changed from 18.807222310453653 to 15.453456785529852
Iteration 3 complete. Error: 15.453456785529852 Total: 39.7803; Orientation: 0.0084; Line Search: 26.4996
Adding measurement 1c6d3bc0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.850e+02, gradient 1.719e-02, dot -0.896; [84890593-3184-4018-9d45-c4d91838c111 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 15.453456785529852, 18.807222310453653, 21.975785382092, 24.59989207983017
LBFGS Accumulation History: 3 points
Removed measurement 1c6d3bc0 to history. Total: 3
th(0)=15.453456785529852;dx=-2.947551864420862E-4
New Minimum: 15.453456785529852 > 12.12534487247467
END: th(15511.929768229566)=12.12534487247467; dx=-1.221126244034121E-4 evalInputDelta=3.3281119130551815
Fitness changed from 15.453456785529852 to 12.12534487247467
Iteration 4 complete. Error: 12.12534487247467 Total: 40.0241; Orientation: 0.2192; Line Search: 26.4645
Adding measurement 6e8dcb33 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.477e+02, gradient 1.336e-02, dot -0.709; [84890593-3184-4018-9d45-c4d91838c111 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 12.12534487247467, 18.807222310453653, 21.975785382092, 24.59989207983017
LBFGS Accumulation History: 3 points
Removed measurement 6e8dcb33 to history. Total: 3
th(0)=12.12534487247467;dx=-1.7795178429520235E-4
New Minimum: 12.12534487247467 > 10.800793830305338
END: th(33419.43960201202)=10.800793830305338; dx=-1.141869654521062E-6 evalInputDelta=1.3245510421693325
Fitness changed from 12.12534487247467 to 10.800793830305338
Iteration 5 complete. Error: 10.800793830305338 Total: 40.0476; Orientation: 0.2190; Line Search: 26.5651
Adding measurement b4ebf8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.957e+02, gradient 2.296e-02, dot -0.480; [84890593-3184-4018-9d45-c4d91838c111 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 10.800793830305338, 18.807222310453653, 21.975785382092, 24.59989207983017
LBFGS Accumulation History: 3 points
Removed measurement b4ebf8 to history. Total: 3
th(0)=10.800793830305338;dx=-5.251703187205688E-4
Armijo: th(72000.00000000003)=22.04079795628786; dx=2.0819436670086215E-4 evalInputDelta=-11.240004125982523
Armijo: th(36000.000000000015)=15.268992185592651; dx=1.5136174314317872E-4 evalInputDelta=-4.4681983552873135
New Minimum: 10.800793830305338 > 10.527522921562195
WOLF (strong): th(12000.000000000005)=10.527522921562195; dx=2.3184306013898014E-4 evalInputDelta=0.2732709087431431
New Minimum: 10.527522921562195 > 9.652050040662289
END: th(3000.0000000000014)=9.652050040662289; dx=-2.0025918148058563E-4 evalInputDelta=1.1487437896430492
Fitness changed from 10.800793830305338 to 9.652050040662289
Iteration 6 complete. Error: 9.652050040662289 Total: 79.7035; Orientation: 0.2255; Line Search: 66.2007
Adding measurement 1145fccd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.537e+02, gradient 1.189e-02, dot -0.490; [84890593-3184-4018-9d45-c4d91838c111 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 9.652050040662289, 18.807222310453653, 21.975785382092, 24.59989207983017
LBFGS Accumulation History: 3 points
Removed measurement 1145fccd to history. Total: 3
th(0)=9.652050040662289;dx=-1.362397239494722E-4
New Minimum: 9.652050040662289 > 8.928424276411533
END: th(6463.304070095654)=8.928424276411533; dx=-6.869336822699034E-5 evalInputDelta=0.7236257642507553
Fitness changed from 9.652050040662289 to 8.928424276411533
Iteration 7 complete. Error: 8.928424276411533 Total: 40.0602; Orientation: 0.3141; Line Search: 26.4774
Adding measurement 6fbc059a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.467e+02, gradient 8.707e-03, dot -0.517; [84890593-3184-4018-9d45-c4d91838c111 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 8.928424276411533, 18.807222310453653, 21.975785382092, 24.59989207983017
LBFGS Accumulation History: 3 points
Removed measurement 6fbc059a to history. Total: 3
th(0)=8.928424276411533;dx=-7.524699233110683E-5
New Minimum: 8.928424276411533 > 8.2125398889184
END: th(13924.766500838345)=8.2125398889184; dx=-2.933844855379569E-5 evalInputDelta=0.7158843874931335
Fitness changed from 8.928424276411533 to 8.2125398889184
Iteration 8 complete. Error: 8.2125398889184 Total: 40.1272; Orientation: 0.2197; Line Search: 26.5571
Adding measurement 3eab6739 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.044e+02, gradient 8.231e-03, dot -0.569; [84890593-3184-4018-9d45-c4d91838c111 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 8.2125398889184, 18.807222310453653, 21.975785382092, 24.59989207983017
LBFGS Accumulation History: 3 points
Removed measurement 3eab6739 to history. Total: 3
th(0)=8.2125398889184;dx=-6.740372650626634E-5
Armijo: th(30000.00000000002)=8.798149045556784; dx=5.836568126787423E-5 evalInputDelta=-0.5856091566383839
New Minimum: 8.2125398889184 > 8.005649648606777
WOLF (strong): th(15000.00000000001)=8.005649648606777; dx=2.882856381282629E-5 evalInputDelta=0.20689024031162262
New Minimum: 8.005649648606777 > 7.962094843387604
END: th(5000.000000000003)=7.962094843387604; dx=-2.8687601023689298E-5 evalInputDelta=0.25044504553079605
Fitness changed from 8.2125398889184 to 7.962094843387604
Iteration 9 complete. Error: 7.962094843387604 Total: 66.5537; Orientation: 0.2170; Line Search: 53.0720
Adding measurement 1acf4c18 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.745e+02, gradient 6.032e-03, dot -0.627; [84890593-3184-4018-9d45-c4d91838c111 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.962094843387604, 18.807222310453653, 21.975785382092, 24.59989207983017
LBFGS Accumulation History: 3 points
Removed measurement 1acf4c18 to history. Total: 3
th(0)=7.962094843387604;dx=-3.6340705438789314E-5
New Minimum: 7.962094843387604 > 7.634180322289467
END: th(10772.173450159426)=7.634180322289467; dx=-2.3816887871131245E-5 evalInputDelta=0.3279145210981369
Fitness changed from 7.962094843387604 to 7.634180322289467
Iteration 10 complete. Error: 7.634180322289467 Total: 40.1350; Orientation: 0.2894; Line Search: 26.5708
Adding measurement 42da166 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.899e+02, gradient 5.861e-03, dot -0.645; [84890593-3184-4018-9d45-c4d91838c111 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.634180322289467, 18.807222310453653, 21.975785382092, 24.59989207983017
LBFGS Accumulation History: 3 points
Removed measurement 42da166 to history. Total: 3
th(0)=7.634180322289467;dx=-3.3371927817482365E-5
New Minimum: 7.634180322289467 > 7.335248120129108
WOLF (strong): th(23207.94416806391)=7.335248120129108; dx=3.0502821979866155E-6 evalInputDelta=0.29893220216035843
END: th(11603.972084031955)=7.371404152363539; dx=-1.149211472578163E-5 evalInputDelta=0.2627761699259281
Fitness changed from 7.634180322289467 to 7.335248120129108
Iteration 11 complete. Error: 7.335248120129108 Total: 53.2094; Orientation: 0.2156; Line Search: 39.7201
Adding measurement 11680f31 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.314e+02, gradient 1.113e-02, dot -0.423; [84890593-3184-4018-9d45-c4d91838c111 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.335248120129108, 18.807222310453653, 21.975785382092, 24.59989207983017
LBFGS Accumulation History: 3 points
Removed measurement 11680f31 to history. Total: 3
th(0)=7.335248120129108;dx=-1.2348020960508844E-4
Armijo: th(25000.00000000002)=8.604855209589005; dx=8.750096882967125E-5 evalInputDelta=-1.269607089459896
Armijo: th(12500.00000000001)=7.37165442109108; dx=7.783829894954562E-5 evalInputDelta=-0.03640630096197128
New Minimum: 7.335248120129108 > 7.017377864569426
END: th(4166.66666666667)=7.017377864569426; dx=-2.3296198529958307E-5 evalInputDelta=0.31787025555968285
Fitness changed from 7.335248120129108 to 7.017377864569426
Iteration 12 complete. Error: 7.017377864569426 Total: 66.4844; Orientation: 0.2197; Line Search: 52.9908
Adding measurement 224163f4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.716e+02, gradient 4.916e-03, dot -0.619; [84890593-3184-4018-9d45-c4d91838c111 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.017377864569426, 18.807222310453653, 21.975785382092, 24.59989207983017
LBFGS Accumulation History: 3 points
Removed measurement 224163f4 to history. Total: 3
th(0)=7.017377864569426;dx=-2.4025939542206447E-5
New Minimum: 7.017377864569426 > 6.830811712890863
END: th(8976.81120846619)=6.830811712890863; dx=-1.6542215333610137E-5 evalInputDelta=0.18656615167856216
Fitness changed from 7.017377864569426 to 6.830811712890863
Iteration 13 complete. Error: 6.830811712890863 Total: 39.9697; Orientation: 0.2200; Line Search: 26.4812
Adding measurement 5cf1425 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.689e+02, gradient 4.368e-03, dot -0.653; [84890593-3184-4018-9d45-c4d91838c111 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.830811712890863, 18.807222310453653, 21.975785382092, 24.59989207983017
LBFGS Accumulation History: 3 points
Removed measurement 5cf1425 to history. Total: 3
th(0)=6.830811712890863;dx=-1.8392479153551992E-5
New Minimum: 6.830811712890863 > 6.548818580806255
END: th(19339.953473386595)=6.548818580806255; dx=-1.0958807655300565E-5 evalInputDelta=0.2819931320846081
Fitness changed from 6.830811712890863 to 6.548818580806255
Iteration 14 complete. Error: 6.548818580806255 Total: 40.1379; Orientation: 0.2139; Line Search: 26.4957
Adding measurement 264d2818 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.687e+02, gradient 4.452e-03, dot -0.606; [84890593-3184-4018-9d45-c4d91838c111 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.548818580806255, 18.807222310453653, 21.975785382092, 24.59989207983017
LBFGS Accumulation History: 3 points
Removed measurement 264d2818 to history. Total: 3
th(0)=6.548818580806255;dx=-1.9646003900917168E-5
New Minimum: 6.548818580806255 > 6.262611124664545
END: th(41666.6666666667)=6.262611124664545; dx=-6.387054308198022E-7 evalInputDelta=0.2862074561417103
Fitness changed from 6.548818580806255 to 6.262611124664545
Iteration 15 complete. Error: 6.262611124664545 Total: 39.9667; Orientation: 0.2179; Line Search: 26.4877
Adding measurement 671404e7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.385e+02, gradient 5.819e-03, dot -0.419; [84890593-3184-4018-9d45-c4d91838c111 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.262611124664545, 18.807222310453653, 21.975785382092, 24.59989207983017
LBFGS Accumulation History: 3 points
Removed measurement 671404e7 to history. Total: 3
th(0)=6.262611124664545;dx=-3.368200115518777E-5
Armijo: th(89768.1120846619)=7.484325226396322; dx=2.9614774810851723E-5 evalInputDelta=-1.2217141017317772
New Minimum: 6.262611124664545 > 6.190455466508865
WOLF (strong): th(44884.05604233095)=6.190455466508865; dx=1.8385748518220992E-5 evalInputDelta=0.0721556581556797
New Minimum: 6.190455466508865 > 5.92606120929122
END: th(14961.352014110316)=5.92606120929122; dx=-9.398135937206933E-6 evalInputDelta=0.33654991537332535
Fitness changed from 6.262611124664545 to 5.92606120929122
Iteration 16 complete. Error: 5.92606120929122 Total: 67.7403; Orientation: 1.3796; Line Search: 53.0808
Adding measurement 7ca4c4c0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.549e+02, gradient 3.909e-03, dot -0.549; [84890593-3184-4018-9d45-c4d91838c111 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.92606120929122, 18.807222310453653, 21.975785382092, 24.59989207983017
LBFGS Accumulation History: 3 points
Removed measurement 7ca4c4c0 to history. Total: 3
th(0)=5.92606120929122;dx=-1.5215524147445013E-5
New Minimum: 5.92606120929122 > 5.702333830296993
END: th(32233.25578897766)=5.702333830296993; dx=-5.181230458418517E-7 evalInputDelta=0.22372737899422646
Fitness changed from 5.92606120929122 to 5.702333830296993
Iteration 17 complete. Error: 5.702333830296993 Total: 39.9193; Orientation: 0.2239; Line Search: 26.4390
Adding measurement 1fe94544 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.540e+02, gradient 4.970e-03, dot -0.437; [84890593-3184-4018-9d45-c4d91838c111 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.702333830296993, 18.807222310453653, 21.975785382092, 24.59989207983017
LBFGS Accumulation History: 3 points
Removed measurement 1fe94544 to history. Total: 3
th(0)=5.702333830296993;dx=-2.4643601485102405E-5
Armijo: th(69444.44444444451)=6.416907504200935; dx=2.212026558342204E-5 evalInputDelta=-0.7145736739039421
New Minimum: 5.702333830296993 > 5.685668021440506
WOLF (strong): th(34722.222222222255)=5.685668021440506; dx=1.2407595120029648E-5 evalInputDelta=0.016665808856487274
New Minimum: 5.685668021440506 > 5.523162737488747
END: th(11574.074074074086)=5.523162737488747; dx=-5.435297795152309E-6 evalInputDelta=0.1791710928082466
Fitness changed from 5.702333830296993 to 5.523162737488747
Iteration 18 complete. Error: 5.523162737488747 Total: 66.6304; Orientation: 0.4009; Line Search: 52.9601
Adding measurement 19e12382 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.549e+02, gradient 3.365e-03, dot -0.564; [84890593-3184-4018-9d45-c4d91838c111 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.523162737488747, 18.807222310453653, 21.975785382092, 24.59989207983017
LBFGS Accumulation History: 3 points
Removed measurement 19e12382 to history. Total: 3
th(0)=5.523162737488747;dx=-1.1243544726442827E-5
New Minimum: 5.523162737488747 > 5.390704777091742
END: th(24935.586690183867)=5.390704777091742; dx=-5.585629758282012E-7 evalInputDelta=0.13245796039700508
Fitness changed from 5.523162737488747 to 5.390704777091742
Iteration 19 complete. Error: 5.390704777091742 Total: 39.9218; Orientation: 0.2136; Line Search: 26.4529
Adding measurement 585bada8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.470e+02, gradient 4.760e-03, dot -0.413; [84890593-3184-4018-9d45-c4d91838c111 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.390704777091742, 18.807222310453653, 21.975785382092, 24.59989207983017
LBFGS Accumulation History: 3 points
Removed measurement 585bada8 to history. Total: 3
th(0)=5.390704777091742;dx=-2.2386495684864132E-5
Armijo: th(53722.092981629445)=6.330438435077667; dx=2.8666170944632357E-5 evalInputDelta=-0.9397336579859257
Armijo: th(26861.046490814722)=5.532653048634529; dx=2.0896866822022697E-5 evalInputDelta=-0.14194827154278755
New Minimum: 5.390704777091742 > 5.283072873950005
END: th(8953.682163604908)=5.283072873950005; dx=-8.991247100844695E-7 evalInputDelta=0.10763190314173698
Fitness changed from 5.390704777091742 to 5.283072873950005
Iteration 20 complete. Error: 5.283072873950005 Total: 66.3707; Orientation: 0.2251; Line Search: 52.9014
Final threshold in iteration 21: 5.283072873950005 (> -Infinity) after 1076.555s (< 5400.000s)
