Reset training subject: 630505959887400
Reset training subject: 630522619594300
Adding measurement 31ba2836 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=1.468256764113903;dx=-2.6449321233141955E-6
New Minimum: 1.468256764113903 > 1.4682497456669807
WOLFE (weak): th(2.154434690031884)=1.4682497456669807; dx=-2.4228267734091385E-6 evalInputDelta=7.018446922302246E-6
New Minimum: 1.4682497456669807 > 1.468242809176445
WOLFE (weak): th(4.308869380063768)=1.468242809176445; dx=-2.426417432467421E-6 evalInputDelta=1.395493745803833E-5
New Minimum: 1.468242809176445 > 1.4682153761386871
WOLFE (weak): th(12.926608140191302)=1.4682153761386871; dx=-2.4279164594739096E-6 evalInputDelta=4.1387975215911865E-5
New Minimum: 1.4682153761386871 > 1.468091830611229
WOLFE (weak): th(51.70643256076521)=1.468091830611229; dx=-2.4172092445350555E-6 evalInputDelta=1.6493350267410278E-4
New Minimum: 1.468091830611229 > 1.4674322083592415
WOLFE (weak): th(258.53216280382605)=1.4674322083592415; dx=-2.4265153376769475E-6 evalInputDelta=8.245557546615601E-4
New Minimum: 1.4674322083592415 > 1.463310867547989
WOLFE (weak): th(1551.1929768229563)=1.463310867547989; dx=-2.446090775272391E-6 evalInputDelta=0.004945896565914154
New Minimum: 1.463310867547989 > 1.4337370842695236
WOLFE (weak): th(10858.350837760694)=1.4337370842695236; dx=-2.416802203367098E-6 evalInputDelta=0.034519679844379425
New Minimum: 1.4337370842695236 > 1.1998180598020554
END: th(86866.80670208555)=1.1998180598020554; dx=-2.2602173367476E-6 evalInputDelta=0.2684387043118477
Fitness changed from 1.468256764113903 to 1.1998180598020554
Iteration 1 complete. Error: 1.1998180598020554 Total: 196.8009; Orientation: 0.0881; Line Search: 146.8970
Adding measurement 77566c17 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=1.1998180598020554;dx=-2.3515787222939765E-6
New Minimum: 1.1998180598020554 > 0.7072760239243507
END: th(187148.86177126726)=0.7072760239243507; dx=-1.8925148350111495E-6 evalInputDelta=0.4925420358777046
Fitness changed from 1.1998180598020554 to 0.7072760239243507
Iteration 2 complete. Error: 0.7072760239243507 Total: 49.7423; Orientation: 0.0115; Line Search: 33.1990
Adding measurement 4382ca1b to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=0.7072760239243507;dx=-1.793139847470799E-6
New Minimum: 0.7072760239243507 > -0.021134257316589355
END: th(403200.00000000006)=-0.021134257316589355; dx=-1.0861923383215E-6 evalInputDelta=0.7284102812409401
Fitness changed from 0.7072760239243507 to -0.021134257316589355
Iteration 3 complete. Error: -0.021134257316589355 Total: 49.7714; Orientation: 0.0114; Line Search: 33.2691
Adding measurement 70513523 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.498e+03, gradient 1.032e-03, dot -0.728; [e433bae0-4e1b-444c-b6b3-6bc0bb2439d9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.021134257316589355, 0.7072760239243507, 1.1998180598020554, 1.468256764113903
LBFGS Accumulation History: 3 points
Removed measurement 70513523 to history. Total: 3
th(0)=-0.021134257316589355;dx=-9.937894323852224E-7
New Minimum: -0.021134257316589355 > -0.885706216096878
END: th(868668.0670208557)=-0.885706216096878; dx=-5.481810406050791E-7 evalInputDelta=0.8645719587802887
Fitness changed from -0.021134257316589355 to -0.885706216096878
Iteration 4 complete. Error: -0.885706216096878 Total: 48.5305; Orientation: 0.2299; Line Search: 31.6716
Adding measurement 60befdb8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.229e+03, gradient 7.398e-04, dot -0.643; [e433bae0-4e1b-444c-b6b3-6bc0bb2439d9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.885706216096878, 0.7072760239243507, 1.1998180598020554, 1.468256764113903
LBFGS Accumulation History: 3 points
Removed measurement 60befdb8 to history. Total: 3
th(0)=-0.885706216096878;dx=-5.382079313149405E-7
New Minimum: -0.885706216096878 > -1.7292738482356071
END: th(1871488.617712673)=-1.7292738482356071; dx=-2.162543255791999E-7 evalInputDelta=0.8435676321387291
Fitness changed from -0.885706216096878 to -1.7292738482356071
Iteration 5 complete. Error: -1.7292738482356071 Total: 48.2085; Orientation: 0.1858; Line Search: 32.5769
Adding measurement 7cb569b3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.827e+03, gradient 5.828e-04, dot -0.479; [e433bae0-4e1b-444c-b6b3-6bc0bb2439d9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.7292738482356071, 0.7072760239243507, 1.1998180598020554, 1.468256764113903
LBFGS Accumulation History: 3 points
Removed measurement 7cb569b3 to history. Total: 3
th(0)=-1.7292738482356071;dx=-3.3504620677103363E-7
Armijo: th(4032000.0000000014)=-1.6730630695819855; dx=1.03221702331183E-7 evalInputDelta=-0.056210778653621674
New Minimum: -1.7292738482356071 > -1.8625669926404953
WOLF (strong): th(2016000.0000000007)=-1.8625669926404953; dx=1.000892578843411E-7 evalInputDelta=0.13329314440488815
New Minimum: -1.8625669926404953 > -1.890959493815899
END: th(672000.0000000002)=-1.890959493815899; dx=-7.565564420644486E-8 evalInputDelta=0.16168564558029175
Fitness changed from -1.7292738482356071 to -1.890959493815899
Iteration 6 complete. Error: -1.890959493815899 Total: 80.9907; Orientation: 0.1837; Line Search: 64.3291
Adding measurement 639f5490 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.590e+03, gradient 5.496e-04, dot -0.434; [e433bae0-4e1b-444c-b6b3-6bc0bb2439d9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.890959493815899, 0.7072760239243507, 1.1998180598020554, 1.468256764113903
LBFGS Accumulation History: 3 points
Removed measurement 639f5490 to history. Total: 3
th(0)=-1.890959493815899;dx=-2.975699563912784E-7
New Minimum: -1.890959493815899 > -1.9540857672691345
WOLF (strong): th(1447780.1117014263)=-1.9540857672691345; dx=1.1955268057725112E-7 evalInputDelta=0.06312627345323563
New Minimum: -1.9540857672691345 > -2.009602315723896
END: th(723890.0558507132)=-2.009602315723896; dx=-3.6244723631959965E-9 evalInputDelta=0.11864282190799713
Fitness changed from -1.890959493815899 to -2.009602315723896
Iteration 7 complete. Error: -2.009602315723896 Total: 64.3955; Orientation: 0.1838; Line Search: 49.1924
Adding measurement 17ef39f4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.620e+03, gradient 5.650e-04, dot -0.413; [e433bae0-4e1b-444c-b6b3-6bc0bb2439d9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.009602315723896, 0.7072760239243507, 1.1998180598020554, 1.468256764113903
LBFGS Accumulation History: 3 points
Removed measurement 17ef39f4 to history. Total: 3
th(0)=-2.009602315723896;dx=-3.145049038069731E-7
Armijo: th(1559573.8480938943)=-1.990895390510559; dx=2.4739859862999055E-7 evalInputDelta=-0.018706925213336945
New Minimum: -2.009602315723896 > -2.1253126226365566
WOLF (strong): th(779786.9240469472)=-2.1253126226365566; dx=5.6885913795541476E-8 evalInputDelta=0.1157103069126606
END: th(259928.97468231572)=-2.0853657498955727; dx=-1.780410237578949E-7 evalInputDelta=0.07576343417167664
Fitness changed from -2.009602315723896 to -2.1253126226365566
Iteration 8 complete. Error: -2.1253126226365566 Total: 82.8243; Orientation: 0.1787; Line Search: 65.9128
Adding measurement 4e892ab1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.330e+03, gradient 5.598e-04, dot -0.344; [e433bae0-4e1b-444c-b6b3-6bc0bb2439d9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.1253126226365566, 0.7072760239243507, 1.1998180598020554, 1.468256764113903
LBFGS Accumulation History: 3 points
Removed measurement 4e892ab1 to history. Total: 3
th(0)=-2.1253126226365566;dx=-3.0744055866065676E-7
New Minimum: -2.1253126226365566 > -2.221643164753914
WOLF (strong): th(560000.0000000002)=-2.221643164753914; dx=2.781301655392845E-9 evalInputDelta=0.09633054211735725
END: th(280000.0000000001)=-2.198789417743683; dx=-1.3541586730674506E-7 evalInputDelta=0.07347679510712624
Fitness changed from -2.1253126226365566 to -2.221643164753914
Iteration 9 complete. Error: -2.221643164753914 Total: 65.5020; Orientation: 0.3317; Line Search: 48.6722
Adding measurement 1546b422 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.488e+03, gradient 3.845e-04, dot -0.510; [e433bae0-4e1b-444c-b6b3-6bc0bb2439d9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.221643164753914, 0.7072760239243507, 1.1998180598020554, 1.468256764113903
LBFGS Accumulation History: 3 points
Removed measurement 1546b422 to history. Total: 3
th(0)=-2.221643164753914;dx=-1.4625719611483414E-7
New Minimum: -2.221643164753914 > -2.2975145876407623
END: th(603241.7132089278)=-2.2975145876407623; dx=-5.986534684387259E-8 evalInputDelta=0.07587142288684845
Fitness changed from -2.221643164753914 to -2.2975145876407623
Iteration 10 complete. Error: -2.2975145876407623 Total: 48.4699; Orientation: 0.1876; Line Search: 31.4536
Adding measurement 6953e16c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.320e+03, gradient 3.021e-04, dot -0.568; [e433bae0-4e1b-444c-b6b3-6bc0bb2439d9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.2975145876407623, 0.7072760239243507, 1.1998180598020554, 1.468256764113903
LBFGS Accumulation History: 3 points
Removed measurement 6953e16c to history. Total: 3
th(0)=-2.2975145876407623;dx=-9.052611228230231E-8
New Minimum: -2.2975145876407623 > -2.4012883007526398
END: th(1299644.8734115788)=-2.4012883007526398; dx=-3.831393663225493E-8 evalInputDelta=0.10377371311187744
Fitness changed from -2.2975145876407623 to -2.4012883007526398
Iteration 11 complete. Error: -2.4012883007526398 Total: 49.4370; Orientation: 0.1939; Line Search: 32.6455
Adding measurement 374d7853 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.280e+03, gradient 3.514e-04, dot -0.455; [e433bae0-4e1b-444c-b6b3-6bc0bb2439d9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.4012883007526398, 0.7072760239243507, 1.1998180598020554, 1.468256764113903
LBFGS Accumulation History: 3 points
Removed measurement 374d7853 to history. Total: 3
th(0)=-2.4012883007526398;dx=-1.2128602272081836E-7
Armijo: th(2800000.000000002)=-2.2498000115156174; dx=1.7105587946440686E-7 evalInputDelta=-0.1514882892370224
New Minimum: -2.4012883007526398 > -2.4419081285595894
WOLF (strong): th(1400000.000000001)=-2.4419081285595894; dx=7.085722776821705E-8 evalInputDelta=0.040619827806949615
New Minimum: -2.4419081285595894 > -2.4496853053569794
END: th(466666.666666667)=-2.4496853053569794; dx=-4.928641649893766E-8 evalInputDelta=0.0483970046043396
Fitness changed from -2.4012883007526398 to -2.4496853053569794
Iteration 12 complete. Error: -2.4496853053569794 Total: 80.5519; Orientation: 0.1796; Line Search: 65.3329
Adding measurement 53851ad9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.152e+03, gradient 2.389e-04, dot -0.594; [e433bae0-4e1b-444c-b6b3-6bc0bb2439d9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.4496853053569794, 0.7072760239243507, 1.1998180598020554, 1.468256764113903
LBFGS Accumulation History: 3 points
Removed measurement 53851ad9 to history. Total: 3
th(0)=-2.4496853053569794;dx=-5.6460608369562426E-8
New Minimum: -2.4496853053569794 > -2.5141277089715004
END: th(1005402.8553482131)=-2.5141277089715004; dx=-4.7437481391709044E-8 evalInputDelta=0.06444240361452103
Fitness changed from -2.4496853053569794 to -2.5141277089715004
Iteration 13 complete. Error: -2.5141277089715004 Total: 47.2331; Orientation: 0.1812; Line Search: 32.2193
Adding measurement 6672a1d4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.118e+03, gradient 2.246e-04, dot -0.594; [e433bae0-4e1b-444c-b6b3-6bc0bb2439d9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.5141277089715004, 0.7072760239243507, 1.1998180598020554, 1.468256764113903
LBFGS Accumulation History: 3 points
Removed measurement 6672a1d4 to history. Total: 3
th(0)=-2.5141277089715004;dx=-4.989980516860085E-8
New Minimum: -2.5141277089715004 > -2.616365112364292
END: th(2166074.7890192983)=-2.616365112364292; dx=-2.5489191447705874E-8 evalInputDelta=0.10223740339279175
Fitness changed from -2.5141277089715004 to -2.616365112364292
Iteration 14 complete. Error: -2.616365112364292 Total: 49.7847; Orientation: 0.2349; Line Search: 32.9956
Adding measurement 6d9f3137 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.892e+02, gradient 2.909e-04, dot -0.340; [e433bae0-4e1b-444c-b6b3-6bc0bb2439d9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.616365112364292, 0.7072760239243507, 1.1998180598020554, 1.468256764113903
LBFGS Accumulation History: 3 points
Removed measurement 6d9f3137 to history. Total: 3
th(0)=-2.616365112364292;dx=-8.367826880463185E-8
Armijo: th(4666666.66666667)=-2.183860056102276; dx=1.283897010958298E-7 evalInputDelta=-0.4325050562620163
Armijo: th(2333333.333333335)=-2.5378625579178333; dx=1.0274111632629269E-7 evalInputDelta=-0.07850255444645882
New Minimum: -2.616365112364292 > -2.6505123488605022
WOLF (strong): th(777777.7777777783)=-2.6505123488605022; dx=6.080822013196157E-9 evalInputDelta=0.0341472364962101
END: th(194444.44444444458)=-2.632635734975338; dx=-5.836902282813819E-8 evalInputDelta=0.016270622611045837
Fitness changed from -2.616365112364292 to -2.6505123488605022
Iteration 15 complete. Error: -2.6505123488605022 Total: 97.0402; Orientation: 0.1792; Line Search: 80.1403
Adding measurement 46dc9aa to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.011e+03, gradient 2.604e-04, dot -0.435; [e433bae0-4e1b-444c-b6b3-6bc0bb2439d9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.6505123488605022, 0.7072760239243507, 1.1998180598020554, 1.468256764113903
LBFGS Accumulation History: 3 points
Removed measurement 46dc9aa to history. Total: 3
th(0)=-2.6505123488605022;dx=-6.714996142447307E-8
New Minimum: -2.6505123488605022 > -2.6758660301566124
END: th(418917.85639508883)=-2.6758660301566124; dx=-3.309123244150562E-8 evalInputDelta=0.025353681296110153
Fitness changed from -2.6505123488605022 to -2.6758660301566124
Iteration 16 complete. Error: -2.6758660301566124 Total: 50.3236; Orientation: 0.1829; Line Search: 33.1853
Adding measurement 282c26cf to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.970e+02, gradient 1.765e-04, dot -0.570; [e433bae0-4e1b-444c-b6b3-6bc0bb2439d9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.6758660301566124, 0.7072760239243507, 1.1998180598020554, 1.468256764113903
LBFGS Accumulation History: 3 points
Removed measurement 282c26cf to history. Total: 3
th(0)=-2.6758660301566124;dx=-3.0729483118087095E-8
New Minimum: -2.6758660301566124 > -2.7088732868433
WOLFE (weak): th(902531.1620913744)=-2.7088732868433; dx=-2.788360844940255E-8 evalInputDelta=0.03300725668668747
New Minimum: -2.7088732868433 > -2.7393742874264717
END: th(1805062.3241827488)=-2.7393742874264717; dx=-2.5990705915993095E-8 evalInputDelta=0.06350825726985931
Fitness changed from -2.6758660301566124 to -2.7393742874264717
Iteration 17 complete. Error: -2.7393742874264717 Total: 66.6236; Orientation: 0.2110; Line Search: 50.0521
Adding measurement 30c185c8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.374e+02, gradient 1.647e-04, dot -0.551; [e433bae0-4e1b-444c-b6b3-6bc0bb2439d9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.7393742874264717, 0.7072760239243507, 1.1998180598020554, 1.468256764113903
LBFGS Accumulation History: 3 points
Removed measurement 30c185c8 to history. Total: 3
th(0)=-2.7393742874264717;dx=-2.6142783135316513E-8
New Minimum: -2.7393742874264717 > -2.8335984982550144
END: th(3888888.8888888923)=-2.8335984982550144; dx=-1.3445419233162842E-8 evalInputDelta=0.09422421082854271
Fitness changed from -2.7393742874264717 to -2.8335984982550144
Iteration 18 complete. Error: -2.8335984982550144 Total: 48.0046; Orientation: 0.1854; Line Search: 32.8894
Adding measurement 4bd1630f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.607e+02, gradient 2.593e-04, dot -0.316; [e433bae0-4e1b-444c-b6b3-6bc0bb2439d9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.8335984982550144, 0.7072760239243507, 1.1998180598020554, 1.468256764113903
LBFGS Accumulation History: 3 points
Removed measurement 4bd1630f to history. Total: 3
th(0)=-2.8335984982550144;dx=-6.654920232806233E-8
Armijo: th(8378357.127901778)=-1.5718075186014175; dx=1.7516816987806424E-7 evalInputDelta=-1.2617909796535969
Armijo: th(4189178.563950889)=-2.43304530531168; dx=1.7659554605172147E-7 evalInputDelta=-0.4005531929433346
New Minimum: -2.8335984982550144 > -2.8404623977839947
WOLF (strong): th(1396392.8546502963)=-2.8404623977839947; dx=5.6869619712787265E-8 evalInputDelta=0.006863899528980255
New Minimum: -2.8404623977839947 > -2.854100041091442
END: th(349098.21366257407)=-2.854100041091442; dx=-3.345980294148343E-8 evalInputDelta=0.02050154283642769
Fitness changed from -2.8335984982550144 to -2.854100041091442
Iteration 19 complete. Error: -2.854100041091442 Total: 98.8438; Orientation: 0.2026; Line Search: 82.1592
Adding measurement 7ebb8917 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.304e+02, gradient 1.554e-04, dot -0.481; [e433bae0-4e1b-444c-b6b3-6bc0bb2439d9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.854100041091442, 0.7072760239243507, 1.1998180598020554, 1.468256764113903
LBFGS Accumulation History: 3 points
Removed measurement 7ebb8917 to history. Total: 3
th(0)=-2.854100041091442;dx=-2.388233811026163E-8
New Minimum: -2.854100041091442 > -2.872344519942999
END: th(752109.3017428122)=-2.872344519942999; dx=-1.517909969363558E-8 evalInputDelta=0.018244478851556778
Fitness changed from -2.854100041091442 to -2.872344519942999
Iteration 20 complete. Error: -2.872344519942999 Total: 48.5040; Orientation: 0.1822; Line Search: 31.7424
Final threshold in iteration 21: -2.872344519942999 (> -Infinity) after 1371.583s (< 5400.000s)
