Reset training subject: 582173561231100
Reset training subject: 582177941765900
Adding measurement 677f760b to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=6.848220534622669;dx=-8.169923375755103E-8
New Minimum: 6.848220534622669 > 6.848218150436878
WOLFE (weak): th(2.154434690031884)=6.848218150436878; dx=-8.391118673198359E-8 evalInputDelta=2.384185791015625E-6
New Minimum: 6.848218150436878 > 6.848216250538826
WOLFE (weak): th(4.308869380063768)=6.848216250538826; dx=-7.762373182166586E-8 evalInputDelta=4.284083843231201E-6
New Minimum: 6.848216250538826 > 6.8482081443071365
WOLFE (weak): th(12.926608140191302)=6.8482081443071365; dx=-8.463371374625689E-8 evalInputDelta=1.2390315532684326E-5
New Minimum: 6.8482081443071365 > 6.848171643912792
WOLFE (weak): th(51.70643256076521)=6.848171643912792; dx=-7.65251957273144E-8 evalInputDelta=4.889070987701416E-5
New Minimum: 6.848171643912792 > 6.847977310419083
WOLFE (weak): th(258.53216280382605)=6.847977310419083; dx=-8.067841767943317E-8 evalInputDelta=2.4322420358657837E-4
New Minimum: 6.847977310419083 > 6.846761614084244
END: th(1551.1929768229563)=6.846761614084244; dx=-7.241261767733329E-8 evalInputDelta=0.0014589205384254456
Fitness changed from 6.848220534622669 to 6.846761614084244
Iteration 1 complete. Error: 6.846761614084244 Total: 43.5480; Orientation: 0.0035; Line Search: 30.4613
Adding measurement 4f5b4e5b to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=6.846761614084244;dx=-8.26371738017418E-8
New Minimum: 6.846761614084244 > 6.8438436686992645
WOLFE (weak): th(3341.943960201201)=6.8438436686992645; dx=-8.245651908245937E-8 evalInputDelta=0.002917945384979248
New Minimum: 6.8438436686992645 > 6.840923771262169
WOLFE (weak): th(6683.887920402402)=6.840923771262169; dx=-7.791753399187199E-8 evalInputDelta=0.00583784282207489
New Minimum: 6.840923771262169 > 6.8292674124240875
WOLFE (weak): th(20051.663761207208)=6.8292674124240875; dx=-7.787762967296509E-8 evalInputDelta=0.01749420166015625
New Minimum: 6.8292674124240875 > 6.777825579047203
WOLFE (weak): th(80206.65504482883)=6.777825579047203; dx=-7.916682320237216E-8 evalInputDelta=0.06893603503704071
New Minimum: 6.777825579047203 > 6.529551699757576
END: th(401033.27522414416)=6.529551699757576; dx=-6.709789142660634E-8 evalInputDelta=0.3172099143266678
Fitness changed from 6.846761614084244 to 6.529551699757576
Iteration 2 complete. Error: 6.529551699757576 Total: 30.4332; Orientation: 0.0047; Line Search: 26.2091
Adding measurement 7b1db1e9 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=6.529551699757576;dx=-6.181074709455771E-8
New Minimum: 6.529551699757576 > 6.07983310520649
END: th(864000.0000000002)=6.07983310520649; dx=-5.073267162701043E-8 evalInputDelta=0.4497185945510864
Fitness changed from 6.529551699757576 to 6.07983310520649
Iteration 3 complete. Error: 6.07983310520649 Total: 12.6820; Orientation: 0.0034; Line Search: 8.3476
Adding measurement 33f8ac3f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.398e+03, gradient 2.659e-04, dot -0.579; [9eb5b538-fa69-44ba-969d-945f7bd1a44b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.07983310520649, 6.529551699757576, 6.846761614084244, 6.848220534622669
LBFGS Accumulation History: 3 points
Removed measurement 33f8ac3f to history. Total: 3
th(0)=6.07983310520649;dx=-4.546244432788692E-8
New Minimum: 6.07983310520649 > 5.6548114866018295
END: th(1861431.572187548)=5.6548114866018295; dx=-1.9280189428375616E-8 evalInputDelta=0.42502161860466003
Fitness changed from 6.07983310520649 to 5.6548114866018295
Iteration 4 complete. Error: 5.6548114866018295 Total: 13.9332; Orientation: 0.0520; Line Search: 9.4787
Adding measurement 4a2aa572 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.766e+02, gradient 2.245e-04, dot -0.373; [9eb5b538-fa69-44ba-969d-945f7bd1a44b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.6548114866018295, 6.529551699757576, 6.846761614084244, 6.848220534622669
LBFGS Accumulation History: 3 points
Removed measurement 4a2aa572 to history. Total: 3
th(0)=5.6548114866018295;dx=-2.8384280056182936E-8
New Minimum: 5.6548114866018295 > 5.652811869978905
END: th(4010332.7522414424)=5.652811869978905; dx=-5.486508249957677E-9 evalInputDelta=0.0019996166229248047
Fitness changed from 5.6548114866018295 to 5.652811869978905
Iteration 5 complete. Error: 5.652811869978905 Total: 13.2910; Orientation: 0.0547; Line Search: 8.8636
Adding measurement 5bf247e2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.818e+02, gradient 2.321e-04, dot -0.296; [9eb5b538-fa69-44ba-969d-945f7bd1a44b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.652811869978905, 6.529551699757576, 6.846761614084244, 6.848220534622669
LBFGS Accumulation History: 3 points
Removed measurement 5bf247e2 to history. Total: 3
th(0)=5.652811869978905;dx=-3.631305322601238E-8
Armijo: th(8640000.000000004)=6.186056390404701; dx=3.783087248234727E-9 evalInputDelta=-0.5332445204257965
New Minimum: 5.652811869978905 > 5.527751915156841
END: th(4320000.000000002)=5.527751915156841; dx=-3.4138593267760976E-9 evalInputDelta=0.12505995482206345
Fitness changed from 5.652811869978905 to 5.527751915156841
Iteration 6 complete. Error: 5.527751915156841 Total: 17.5268; Orientation: 0.0529; Line Search: 12.9934
Adding measurement 4d7f78cd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.409e+02, gradient 2.241e-04, dot -0.200; [9eb5b538-fa69-44ba-969d-945f7bd1a44b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.527751915156841, 6.529551699757576, 6.846761614084244, 6.848220534622669
LBFGS Accumulation History: 3 points
Removed measurement 4d7f78cd to history. Total: 3
th(0)=5.527751915156841;dx=-3.6019360414670375E-8
Armijo: th(9307157.860937743)=5.806988663971424; dx=8.120561787016009E-9 evalInputDelta=-0.2792367488145828
New Minimum: 5.527751915156841 > 5.175661683082581
WOLF (strong): th(4653578.930468871)=5.175661683082581; dx=2.28116651915451E-9 evalInputDelta=0.3520902320742607
END: th(1551192.9768229572)=5.228484511375427; dx=-1.6990919975380263E-8 evalInputDelta=0.29926740378141403
Fitness changed from 5.527751915156841 to 5.175661683082581
Iteration 7 complete. Error: 5.175661683082581 Total: 21.9859; Orientation: 0.0534; Line Search: 17.7484
Adding measurement 252c0495 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.133e+03, gradient 2.243e-04, dot -0.224; [9eb5b538-fa69-44ba-969d-945f7bd1a44b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.175661683082581, 6.529551699757576, 6.846761614084244, 6.848220534622669
LBFGS Accumulation History: 3 points
Removed measurement 252c0495 to history. Total: 3
th(0)=5.175661683082581;dx=-3.3000981801257006E-8
New Minimum: 5.175661683082581 > 4.821962259709835
END: th(3341943.960201203)=4.821962259709835; dx=-5.502487873568007E-9 evalInputDelta=0.3536994233727455
Fitness changed from 5.175661683082581 to 4.821962259709835
Iteration 8 complete. Error: 4.821962259709835 Total: 12.8778; Orientation: 0.0541; Line Search: 8.5800
Adding measurement 7bad8948 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.803e+03, gradient 1.947e-04, dot -0.323; [9eb5b538-fa69-44ba-969d-945f7bd1a44b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.821962259709835, 6.529551699757576, 6.846761614084244, 6.848220534622669
LBFGS Accumulation History: 3 points
Removed measurement 7bad8948 to history. Total: 3
th(0)=4.821962259709835;dx=-2.0714549807758937E-8
New Minimum: 4.821962259709835 > 4.753623351454735
WOLF (strong): th(7200000.000000005)=4.753623351454735; dx=1.4570563025362274E-9 evalInputDelta=0.06833890825510025
New Minimum: 4.753623351454735 > 4.551844373345375
END: th(3600000.0000000023)=4.551844373345375; dx=-5.7484054711580515E-9 evalInputDelta=0.27011788636446
Fitness changed from 4.821962259709835 to 4.551844373345375
Iteration 9 complete. Error: 4.551844373345375 Total: 17.3274; Orientation: 0.0522; Line Search: 12.9650
Adding measurement 3cebb1a9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.085e+03, gradient 1.984e-04, dot -0.306; [9eb5b538-fa69-44ba-969d-945f7bd1a44b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.551844373345375, 6.529551699757576, 6.846761614084244, 6.848220534622669
LBFGS Accumulation History: 3 points
Removed measurement 3cebb1a9 to history. Total: 3
th(0)=4.551844373345375;dx=-2.2360926152204853E-8
Armijo: th(7755964.884114787)=4.83013091981411; dx=2.3191273760375984E-9 evalInputDelta=-0.27828654646873474
New Minimum: 4.551844373345375 > 4.414279259741306
END: th(3877982.4420573935)=4.414279259741306; dx=-3.822415929004044E-9 evalInputDelta=0.13756511360406876
Fitness changed from 4.551844373345375 to 4.414279259741306
Iteration 10 complete. Error: 4.414279259741306 Total: 17.2635; Orientation: 0.0518; Line Search: 12.9646
Adding measurement 425bc0a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.266e+03, gradient 1.845e-04, dot -0.319; [9eb5b538-fa69-44ba-969d-945f7bd1a44b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.414279259741306, 6.529551699757576, 6.846761614084244, 6.848220534622669
LBFGS Accumulation History: 3 points
Removed measurement 425bc0a to history. Total: 3
th(0)=4.414279259741306;dx=-2.122326929584266E-8
Armijo: th(8354859.900503009)=4.682999148964882; dx=3.6837062155760135E-9 evalInputDelta=-0.2687198892235756
New Minimum: 4.414279259741306 > 4.23652295768261
END: th(4177429.9502515043)=4.23652295768261; dx=-6.273137672032643E-10 evalInputDelta=0.17775630205869675
Fitness changed from 4.414279259741306 to 4.23652295768261
Iteration 11 complete. Error: 4.23652295768261 Total: 17.5654; Orientation: 0.0530; Line Search: 13.1931
Adding measurement 5f436d9a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.805e+03, gradient 1.867e-04, dot -0.323; [9eb5b538-fa69-44ba-969d-945f7bd1a44b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.23652295768261, 6.529551699757576, 6.846761614084244, 6.848220534622669
LBFGS Accumulation History: 3 points
Removed measurement 5f436d9a to history. Total: 3
th(0)=4.23652295768261;dx=-2.1311467813509565E-8
Armijo: th(9000000.000000007)=4.780372425913811; dx=4.302359872163892E-9 evalInputDelta=-0.5438494682312012
New Minimum: 4.23652295768261 > 4.2133703008294106
WOLF (strong): th(4500000.000000004)=4.2133703008294106; dx=7.2601325973107E-11 evalInputDelta=0.023152656853199005
New Minimum: 4.2133703008294106 > 4.093128427863121
END: th(1500000.0000000012)=4.093128427863121; dx=-1.3269350779706525E-8 evalInputDelta=0.14339452981948853
Fitness changed from 4.23652295768261 to 4.093128427863121
Iteration 12 complete. Error: 4.093128427863121 Total: 22.3698; Orientation: 0.0512; Line Search: 17.4370
Adding measurement 3ad86dc0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.469e+03, gradient 1.645e-04, dot -0.401; [9eb5b538-fa69-44ba-969d-945f7bd1a44b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.093128427863121, 6.529551699757576, 6.846761614084244, 6.848220534622669
LBFGS Accumulation History: 3 points
Removed measurement 3ad86dc0 to history. Total: 3
th(0)=4.093128427863121;dx=-1.3182938206484274E-8
New Minimum: 4.093128427863121 > 4.071454115211964
END: th(3231652.035047828)=4.071454115211964; dx=-5.7077363283413825E-9 evalInputDelta=0.02167431265115738
Fitness changed from 4.093128427863121 to 4.071454115211964
Iteration 13 complete. Error: 4.071454115211964 Total: 12.9660; Orientation: 0.0547; Line Search: 8.4473
Adding measurement 4f360d7e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.157e+03, gradient 1.680e-04, dot -0.347; [9eb5b538-fa69-44ba-969d-945f7bd1a44b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.071454115211964, 6.529551699757576, 6.846761614084244, 6.848220534622669
LBFGS Accumulation History: 3 points
Removed measurement 4f360d7e to history. Total: 3
th(0)=4.071454115211964;dx=-1.6084537535034578E-8
Armijo: th(6962383.250419174)=4.209857769310474; dx=4.941075969667935E-10 evalInputDelta=-0.13840365409851074
New Minimum: 4.071454115211964 > 3.959817372262478
END: th(3481191.625209587)=3.959817372262478; dx=-4.783743521424942E-9 evalInputDelta=0.11163674294948578
Fitness changed from 4.071454115211964 to 3.959817372262478
Iteration 14 complete. Error: 3.959817372262478 Total: 17.0969; Orientation: 0.0563; Line Search: 12.7193
Adding measurement 128b9c04 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.174e+03, gradient 1.690e-04, dot -0.322; [9eb5b538-fa69-44ba-969d-945f7bd1a44b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.959817372262478, 6.529551699757576, 6.846761614084244, 6.848220534622669
LBFGS Accumulation History: 3 points
Removed measurement 128b9c04 to history. Total: 3
th(0)=3.959817372262478;dx=-1.762911383174261E-8
Armijo: th(7500000.0000000065)=4.345142513513565; dx=4.498289446424141E-9 evalInputDelta=-0.3853251412510872
New Minimum: 3.959817372262478 > 3.9419879466295242
END: th(3750000.0000000033)=3.9419879466295242; dx=-4.237277697217649E-10 evalInputDelta=0.017829425632953644
Fitness changed from 3.959817372262478 to 3.9419879466295242
Iteration 15 complete. Error: 3.9419879466295242 Total: 17.4115; Orientation: 0.0528; Line Search: 13.0417
Adding measurement 538f0c4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.707e+03, gradient 1.712e-04, dot -0.271; [9eb5b538-fa69-44ba-969d-945f7bd1a44b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.9419879466295242, 6.529551699757576, 6.846761614084244, 6.848220534622669
LBFGS Accumulation History: 3 points
Removed measurement 538f0c4 to history. Total: 3
th(0)=3.9419879466295242;dx=-1.5539697730745844E-8
Armijo: th(8079130.087619571)=4.251048527657986; dx=3.201089427603562E-9 evalInputDelta=-0.30906058102846146
New Minimum: 3.9419879466295242 > 3.84955745190382
WOLF (strong): th(4039565.0438097855)=3.84955745190382; dx=9.834393835729568E-10 evalInputDelta=0.0924304947257042
New Minimum: 3.84955745190382 > 3.8404918164014816
END: th(1346521.6812699286)=3.8404918164014816; dx=-9.962969922084369E-9 evalInputDelta=0.1014961302280426
Fitness changed from 3.9419879466295242 to 3.8404918164014816
Iteration 16 complete. Error: 3.8404918164014816 Total: 22.0647; Orientation: 0.0523; Line Search: 17.5965
Adding measurement 4b25fd9b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.988e+03, gradient 1.559e-04, dot -0.366; [9eb5b538-fa69-44ba-969d-945f7bd1a44b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.8404918164014816, 6.529551699757576, 6.846761614084244, 6.848220534622669
LBFGS Accumulation History: 3 points
Removed measurement 4b25fd9b to history. Total: 3
th(0)=3.8404918164014816;dx=-1.3546522466318766E-8
New Minimum: 3.8404918164014816 > 3.7463956773281097
END: th(2900993.0210079895)=3.7463956773281097; dx=-4.420498024014301E-9 evalInputDelta=0.09409613907337189
Fitness changed from 3.8404918164014816 to 3.7463956773281097
Iteration 17 complete. Error: 3.7463956773281097 Total: 12.8482; Orientation: 0.0569; Line Search: 8.5210
Adding measurement 77797fff to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.486e+03, gradient 1.547e-04, dot -0.327; [9eb5b538-fa69-44ba-969d-945f7bd1a44b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.7463956773281097, 6.529551699757576, 6.846761614084244, 6.848220534622669
LBFGS Accumulation History: 3 points
Removed measurement 77797fff to history. Total: 3
th(0)=3.7463956773281097;dx=-1.4662444050830075E-8
Armijo: th(6250000.0000000065)=3.9581127613782883; dx=-3.0263864250102964E-10 evalInputDelta=-0.21171708405017853
New Minimum: 3.7463956773281097 > 3.7070265784859657
END: th(3125000.0000000033)=3.7070265784859657; dx=-3.053340128118386E-9 evalInputDelta=0.03936909884214401
Fitness changed from 3.7463956773281097 to 3.7070265784859657
Iteration 18 complete. Error: 3.7070265784859657 Total: 17.9359; Orientation: 0.0523; Line Search: 13.1360
Adding measurement 32cf0029 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.400e+03, gradient 1.573e-04, dot -0.304; [9eb5b538-fa69-44ba-969d-945f7bd1a44b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.7070265784859657, 6.529551699757576, 6.846761614084244, 6.848220534622669
LBFGS Accumulation History: 3 points
Removed measurement 32cf0029 to history. Total: 3
th(0)=3.7070265784859657;dx=-1.526484120252107E-8
Armijo: th(6732608.406349644)=3.898139536380768; dx=2.0122684039613295E-9 evalInputDelta=-0.1911129578948021
New Minimum: 3.7070265784859657 > 3.656456932425499
END: th(3366304.203174822)=3.656456932425499; dx=-2.4750923556546645E-9 evalInputDelta=0.050569646060466766
Fitness changed from 3.7070265784859657 to 3.656456932425499
Iteration 19 complete. Error: 3.656456932425499 Total: 17.5977; Orientation: 0.0538; Line Search: 13.2662
Adding measurement 7b8e7bdd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.933e+03, gradient 1.648e-04, dot -0.303; [9eb5b538-fa69-44ba-969d-945f7bd1a44b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.656456932425499, 6.529551699757576, 6.846761614084244, 6.848220534622669
LBFGS Accumulation History: 3 points
Removed measurement 7b8e7bdd to history. Total: 3
th(0)=3.656456932425499;dx=-1.5809944070911622E-8
Armijo: th(7252482.552519975)=4.160605877637863; dx=4.981606759375789E-9 evalInputDelta=-0.5041489452123642
Armijo: th(3626241.2762599876)=3.733148343861103; dx=-9.711207103982047E-10 evalInputDelta=-0.0766914114356041
New Minimum: 3.656456932425499 > 3.6070946156978607
END: th(1208747.0920866625)=3.6070946156978607; dx=-1.1359604528756056E-8 evalInputDelta=0.049362316727638245
Fitness changed from 3.656456932425499 to 3.6070946156978607
Iteration 20 complete. Error: 3.6070946156978607 Total: 21.8785; Orientation: 0.0530; Line Search: 17.4492
Final threshold in iteration 21: 3.6070946156978607 (> -Infinity) after 380.604s (< 5400.000s)
