Reset training subject: 530481931585700
Reset training subject: 530484592759300
Adding measurement 4fa2991 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=9.202147964388132;dx=-1.3157103646576087E-6
New Minimum: 9.202147964388132 > 9.20214051567018
WOLFE (weak): th(2.154434690031884)=9.20214051567018; dx=-1.323023577713539E-6 evalInputDelta=7.448717951774597E-6
New Minimum: 9.20214051567018 > 9.20213245600462
WOLFE (weak): th(4.308869380063768)=9.20213245600462; dx=-1.2511005268848597E-6 evalInputDelta=1.5508383512496948E-5
New Minimum: 9.20213245600462 > 9.202101815491915
END: th(12.926608140191302)=9.202101815491915; dx=-1.1742899179541475E-6 evalInputDelta=4.614889621734619E-5
Fitness changed from 9.202147964388132 to 9.202101815491915
Iteration 1 complete. Error: 9.202101815491915 Total: 17.2494; Orientation: 0.0172; Line Search: 9.8752
Adding measurement 22726bc7 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=9.202101815491915;dx=-1.4126397635231421E-6
New Minimum: 9.202101815491915 > 9.20200326666236
END: th(27.849533001676672)=9.20200326666236; dx=-1.1962821855060608E-6 evalInputDelta=9.854882955551147E-5
Fitness changed from 9.202101815491915 to 9.20200326666236
Iteration 2 complete. Error: 9.20200326666236 Total: 7.0157; Orientation: 0.0028; Line Search: 4.6552
Adding measurement 51cbd1d to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=9.20200326666236;dx=-1.3523937783168137E-6
New Minimum: 9.20200326666236 > 9.201798832044005
WOLFE (weak): th(60.0)=9.201798832044005; dx=-1.2907375586343612E-6 evalInputDelta=2.044346183538437E-4
New Minimum: 9.201798832044005 > 9.201594395563006
WOLFE (weak): th(120.0)=9.201594395563006; dx=-1.2951464195002153E-6 evalInputDelta=4.088710993528366E-4
New Minimum: 9.201594395563006 > 9.200774934142828
WOLFE (weak): th(360.0)=9.200774934142828; dx=-1.2661008872100919E-6 evalInputDelta=0.00122833251953125
New Minimum: 9.200774934142828 > 9.197049243375659
WOLFE (weak): th(1440.0)=9.197049243375659; dx=-1.4432949374143033E-6 evalInputDelta=0.004954023286700249
New Minimum: 9.197049243375659 > 9.176289787515998
WOLFE (weak): th(7200.0)=9.176289787515998; dx=-1.4084870638821885E-6 evalInputDelta=0.02571347914636135
New Minimum: 9.176289787515998 > 9.031346404924989
WOLFE (weak): th(43200.0)=9.031346404924989; dx=-1.4281380368725098E-6 evalInputDelta=0.1706568617373705
New Minimum: 9.031346404924989 > 8.161515925079584
END: th(302400.0)=8.161515925079584; dx=-9.060525015901496E-7 evalInputDelta=1.0404873415827751
Fitness changed from 9.20200326666236 to 8.161515925079584
Iteration 3 complete. Error: 8.161515925079584 Total: 21.0773; Orientation: 0.0021; Line Search: 18.7724
Adding measurement 775b908f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.205e+03, gradient 2.073e-03, dot -0.360; [020a0616-cd2f-45f6-8868-6b01d93bf60d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 8.161515925079584, 9.20200326666236, 9.202101815491915, 9.202147964388132
LBFGS Accumulation History: 3 points
Removed measurement 775b908f to history. Total: 3
th(0)=8.161515925079584;dx=-3.322685310749325E-6
New Minimum: 8.161515925079584 > 5.834035322070122
END: th(651501.0502656417)=5.834035322070122; dx=-6.454968327694452E-7 evalInputDelta=2.3274806030094624
Fitness changed from 8.161515925079584 to 5.834035322070122
Iteration 4 complete. Error: 5.834035322070122 Total: 7.1388; Orientation: 0.0505; Line Search: 4.7306
Adding measurement 4c2bcea8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.836e+03, gradient 1.607e-03, dot -0.289; [020a0616-cd2f-45f6-8868-6b01d93bf60d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.834035322070122, 9.20200326666236, 9.202101815491915, 9.202147964388132
LBFGS Accumulation History: 3 points
Removed measurement 4c2bcea8 to history. Total: 3
th(0)=5.834035322070122;dx=-2.004792315565457E-6
New Minimum: 5.834035322070122 > 3.199323281645775
END: th(1403616.4632845044)=3.199323281645775; dx=-3.305720743712772E-7 evalInputDelta=2.634712040424347
Fitness changed from 5.834035322070122 to 3.199323281645775
Iteration 5 complete. Error: 3.199323281645775 Total: 7.7493; Orientation: 0.0329; Line Search: 5.3181
Adding measurement 492bbebe to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.771e+03, gradient 1.021e-03, dot -0.295; [020a0616-cd2f-45f6-8868-6b01d93bf60d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.199323281645775, 9.20200326666236, 9.202101815491915, 9.202147964388132
LBFGS Accumulation History: 3 points
Removed measurement 492bbebe to history. Total: 3
th(0)=3.199323281645775;dx=-8.046083408218749E-7
New Minimum: 3.199323281645775 > 1.7577790915966034
WOLF (strong): th(3024000.0)=1.7577790915966034; dx=8.240820734963671E-8 evalInputDelta=1.4415441900491714
New Minimum: 1.7577790915966034 > 1.7337949872016907
END: th(1512000.0)=1.7337949872016907; dx=-1.5618982491886054E-7 evalInputDelta=1.4655282944440842
Fitness changed from 3.199323281645775 to 1.7337949872016907
Iteration 6 complete. Error: 1.7337949872016907 Total: 9.3787; Orientation: 0.0256; Line Search: 7.0211
Adding measurement 2bdc94bd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.363e+03, gradient 1.111e-03, dot -0.114; [020a0616-cd2f-45f6-8868-6b01d93bf60d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.7337949872016907, 9.20200326666236, 9.202101815491915, 9.202147964388132
LBFGS Accumulation History: 3 points
Removed measurement 2bdc94bd to history. Total: 3
th(0)=1.7337949872016907;dx=-8.032847667264241E-7
New Minimum: 1.7337949872016907 > 1.4649393111467361
WOLF (strong): th(3257505.2513282085)=1.4649393111467361; dx=7.839830802040541E-8 evalInputDelta=0.26885567605495453
New Minimum: 1.4649393111467361 > 1.2234702706336975
WOLF (strong): th(1628752.6256641042)=1.2234702706336975; dx=2.673446436577131E-8 evalInputDelta=0.5103247165679932
New Minimum: 1.2234702706336975 > 1.2176606208086014
END: th(542917.5418880348)=1.2176606208086014; dx=-1.3220484721736733E-7 evalInputDelta=0.5161343663930893
Fitness changed from 1.7337949872016907 to 1.2176606208086014
Iteration 7 complete. Error: 1.2176606208086014 Total: 11.6432; Orientation: 0.0254; Line Search: 9.2626
Adding measurement 568f8f5a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.130e+03, gradient 5.475e-04, dot -0.406; [020a0616-cd2f-45f6-8868-6b01d93bf60d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.2176606208086014, 9.20200326666236, 9.202101815491915, 9.202147964388132
LBFGS Accumulation History: 3 points
Removed measurement 568f8f5a to history. Total: 3
th(0)=1.2176606208086014;dx=-2.3801728738160612E-7
New Minimum: 1.2176606208086014 > 0.7169272378087044
END: th(1169680.3860704205)=0.7169272378087044; dx=-1.108917240753823E-7 evalInputDelta=0.500733382999897
Fitness changed from 1.2176606208086014 to 0.7169272378087044
Iteration 8 complete. Error: 0.7169272378087044 Total: 6.9866; Orientation: 0.0243; Line Search: 4.6337
Adding measurement 709d5848 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.481e+03, gradient 5.064e-04, dot -0.242; [020a0616-cd2f-45f6-8868-6b01d93bf60d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.7169272378087044, 9.20200326666236, 9.202101815491915, 9.202147964388132
LBFGS Accumulation History: 3 points
Removed measurement 709d5848 to history. Total: 3
th(0)=0.7169272378087044;dx=-1.648721735175812E-7
New Minimum: 0.7169272378087044 > 0.2670265734195709
END: th(2520000.0000000005)=0.2670265734195709; dx=-2.3195525016890944E-8 evalInputDelta=0.44990066438913345
Fitness changed from 0.7169272378087044 to 0.2670265734195709
Iteration 9 complete. Error: 0.2670265734195709 Total: 6.9515; Orientation: 0.0246; Line Search: 4.6024
Adding measurement 4f0e935d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.790e+03, gradient 5.119e-04, dot -0.247; [020a0616-cd2f-45f6-8868-6b01d93bf60d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.2670265734195709, 9.20200326666236, 9.202101815491915, 9.202147964388132
LBFGS Accumulation History: 3 points
Removed measurement 4f0e935d to history. Total: 3
th(0)=0.2670265734195709;dx=-1.6874983686433578E-7
Armijo: th(5429175.418880348)=2.2510440349578857; dx=2.470638085194183E-7 evalInputDelta=-1.9840174615383148
Armijo: th(2714587.709440174)=0.497343972325325; dx=1.6498778464054464E-7 evalInputDelta=-0.2303173989057541
New Minimum: 0.2670265734195709 > 0.007147170603275299
END: th(904862.5698133913)=0.007147170603275299; dx=-5.436420503037804E-8 evalInputDelta=0.2598794028162956
Fitness changed from 0.2670265734195709 to 0.007147170603275299
Iteration 10 complete. Error: 0.007147170603275299 Total: 12.3440; Orientation: 0.0248; Line Search: 9.9636
Adding measurement 6e49d72a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.084e+03, gradient 3.798e-04, dot -0.215; [020a0616-cd2f-45f6-8868-6b01d93bf60d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.007147170603275299, 9.20200326666236, 9.202101815491915, 9.202147964388132
LBFGS Accumulation History: 3 points
Removed measurement 6e49d72a to history. Total: 3
th(0)=0.007147170603275299;dx=-9.76647577700409E-8
New Minimum: 0.007147170603275299 > -0.23500587046146393
END: th(1949467.3101173674)=-0.23500587046146393; dx=-4.767357055102173E-8 evalInputDelta=0.24215304106473923
Fitness changed from 0.007147170603275299 to -0.23500587046146393
Iteration 11 complete. Error: -0.23500587046146393 Total: 6.9302; Orientation: 0.0239; Line Search: 4.6205
Adding measurement 77c8c772 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.331e+03, gradient 3.305e-04, dot -0.280; [020a0616-cd2f-45f6-8868-6b01d93bf60d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.23500587046146393, 9.20200326666236, 9.202101815491915, 9.202147964388132
LBFGS Accumulation History: 3 points
Removed measurement 77c8c772 to history. Total: 3
th(0)=-0.23500587046146393;dx=-7.188110169880749E-8
New Minimum: -0.23500587046146393 > -0.4764299541711807
END: th(4200000.000000001)=-0.4764299541711807; dx=-1.2085256751415748E-8 evalInputDelta=0.2414240837097168
Fitness changed from -0.23500587046146393 to -0.4764299541711807
Iteration 12 complete. Error: -0.4764299541711807 Total: 7.0391; Orientation: 0.0229; Line Search: 4.6687
Adding measurement 4f920265 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.088e+02, gradient 4.777e-04, dot -0.086; [020a0616-cd2f-45f6-8868-6b01d93bf60d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.4764299541711807, 9.20200326666236, 9.202101815491915, 9.202147964388132
LBFGS Accumulation History: 3 points
Removed measurement 4f920265 to history. Total: 3
th(0)=-0.4764299541711807;dx=-1.5356587834082403E-7
Armijo: th(9048625.698133914)=0.681109182536602; dx=6.123330872534615E-8 evalInputDelta=-1.1575391367077827
Armijo: th(4524312.849066957)=-0.3327249214053154; dx=3.666407957093946E-8 evalInputDelta=-0.14370503276586533
New Minimum: -0.4764299541711807 > -0.6767866089940071
END: th(1508104.283022319)=-0.6767866089940071; dx=-8.060817015817291E-9 evalInputDelta=0.20035665482282639
Fitness changed from -0.4764299541711807 to -0.6767866089940071
Iteration 13 complete. Error: -0.6767866089940071 Total: 11.8122; Orientation: 0.0240; Line Search: 9.4426
Adding measurement 4867aa65 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.494e+03, gradient 3.309e-04, dot -0.263; [020a0616-cd2f-45f6-8868-6b01d93bf60d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6767866089940071, 9.20200326666236, 9.202101815491915, 9.202147964388132
LBFGS Accumulation History: 3 points
Removed measurement 4867aa65 to history. Total: 3
th(0)=-0.6767866089940071;dx=-7.676653020642838E-8
New Minimum: -0.6767866089940071 > -0.6879369914531708
WOLF (strong): th(3249112.1835289462)=-0.6879369914531708; dx=5.0327215024729964E-8 evalInputDelta=0.011150382459163666
New Minimum: -0.6879369914531708 > -0.8484237939119339
END: th(1624556.0917644731)=-0.8484237939119339; dx=-1.4213055206177453E-8 evalInputDelta=0.1716371849179268
Fitness changed from -0.6767866089940071 to -0.8484237939119339
Iteration 14 complete. Error: -0.8484237939119339 Total: 9.3695; Orientation: 0.0239; Line Search: 7.0023
Adding measurement 238aff5d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.031e+03, gradient 3.462e-04, dot -0.177; [020a0616-cd2f-45f6-8868-6b01d93bf60d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8484237939119339, 9.20200326666236, 9.202101815491915, 9.202147964388132
LBFGS Accumulation History: 3 points
Removed measurement 238aff5d to history. Total: 3
th(0)=-0.8484237939119339;dx=-6.887475161266871E-8
Armijo: th(3500000.0000000014)=-0.8174330815672874; dx=1.7717638514649484E-8 evalInputDelta=-0.030990712344646454
New Minimum: -0.8484237939119339 > -0.9331099465489388
END: th(1750000.0000000007)=-0.9331099465489388; dx=-7.161965873264379E-9 evalInputDelta=0.08468615263700485
Fitness changed from -0.8484237939119339 to -0.9331099465489388
Iteration 15 complete. Error: -0.9331099465489388 Total: 9.3628; Orientation: 0.0242; Line Search: 7.0161
Adding measurement 51c189d6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.711e+03, gradient 3.046e-04, dot -0.297; [020a0616-cd2f-45f6-8868-6b01d93bf60d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.9331099465489388, 9.20200326666236, 9.202101815491915, 9.202147964388132
LBFGS Accumulation History: 3 points
Removed measurement 51c189d6 to history. Total: 3
th(0)=-0.9331099465489388;dx=-5.665818656966498E-8
Armijo: th(3770260.7075557983)=-0.7648997008800507; dx=5.4365306222680286E-8 evalInputDelta=-0.1682102456688881
New Minimum: -0.9331099465489388 > -1.0247903019189835
WOLF (strong): th(1885130.3537778992)=-1.0247903019189835; dx=7.60369896062676E-9 evalInputDelta=0.09168035537004471
END: th(628376.784592633)=-1.0089035630226135; dx=-3.821969805485916E-8 evalInputDelta=0.07579361647367477
Fitness changed from -0.9331099465489388 to -1.0247903019189835
Iteration 16 complete. Error: -1.0247903019189835 Total: 11.7582; Orientation: 0.0225; Line Search: 9.3873
Adding measurement 11db540b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.022e+03, gradient 3.749e-04, dot -0.150; [020a0616-cd2f-45f6-8868-6b01d93bf60d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0247903019189835, 9.20200326666236, 9.202101815491915, 9.202147964388132
LBFGS Accumulation History: 3 points
Removed measurement 11db540b to history. Total: 3
th(0)=-1.0247903019189835;dx=-8.892708766613891E-8
New Minimum: -1.0247903019189835 > -1.139595128595829
END: th(1353796.7431370611)=-1.139595128595829; dx=-5.173109438174604E-9 evalInputDelta=0.11480482667684555
Fitness changed from -1.0247903019189835 to -1.139595128595829
Iteration 17 complete. Error: -1.139595128595829 Total: 8.2735; Orientation: 0.0278; Line Search: 5.8950
Adding measurement 1eba8841 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.359e+03, gradient 2.572e-04, dot -0.273; [020a0616-cd2f-45f6-8868-6b01d93bf60d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.139595128595829, 9.20200326666236, 9.202101815491915, 9.202147964388132
LBFGS Accumulation History: 3 points
Removed measurement 1eba8841 to history. Total: 3
th(0)=-1.139595128595829;dx=-4.2796270116603305E-8
New Minimum: -1.139595128595829 > -1.2077925726771355
WOLF (strong): th(2916666.666666668)=-1.2077925726771355; dx=6.644506793240414E-9 evalInputDelta=0.06819744408130646
New Minimum: -1.2077925726771355 > -1.224067933857441
END: th(1458333.333333334)=-1.224067933857441; dx=-1.5610019165711142E-8 evalInputDelta=0.08447280526161194
Fitness changed from -1.139595128595829 to -1.224067933857441
Iteration 18 complete. Error: -1.224067933857441 Total: 9.2567; Orientation: 0.0231; Line Search: 6.9012
Adding measurement 1d7e6380 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.123e+03, gradient 2.523e-04, dot -0.231; [020a0616-cd2f-45f6-8868-6b01d93bf60d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.224067933857441, 9.20200326666236, 9.202101815491915, 9.202147964388132
LBFGS Accumulation History: 3 points
Removed measurement 1d7e6380 to history. Total: 3
th(0)=-1.224067933857441;dx=-3.699068754879598E-8
New Minimum: -1.224067933857441 > -1.3086403459310532
END: th(3141883.922963165)=-1.3086403459310532; dx=-6.415834115203917E-9 evalInputDelta=0.08457241207361221
Fitness changed from -1.224067933857441 to -1.3086403459310532
Iteration 19 complete. Error: -1.3086403459310532 Total: 7.0155; Orientation: 0.0239; Line Search: 4.6488
Adding measurement 16ed8ef6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.485e+03, gradient 2.487e-04, dot -0.282; [020a0616-cd2f-45f6-8868-6b01d93bf60d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.3086403459310532, 9.20200326666236, 9.202101815491915, 9.202147964388132
LBFGS Accumulation History: 3 points
Removed measurement 16ed8ef6 to history. Total: 3
th(0)=-1.3086403459310532;dx=-3.860176655814478E-8
Armijo: th(6768983.715685306)=-0.8109215684235096; dx=5.349869231039677E-8 evalInputDelta=-0.49771877750754356
New Minimum: -1.3086403459310532 > -1.331852674484253
WOLF (strong): th(3384491.857842653)=-1.331852674484253; dx=1.655461530851892E-8 evalInputDelta=0.023212328553199768
New Minimum: -1.331852674484253 > -1.382362961769104
END: th(1128163.9526142178)=-1.382362961769104; dx=-2.2978954112222133E-8 evalInputDelta=0.07372261583805084
Fitness changed from -1.3086403459310532 to -1.382362961769104
Iteration 20 complete. Error: -1.382362961769104 Total: 11.5679; Orientation: 0.0233; Line Search: 9.2078
Final threshold in iteration 21: -1.382362961769104 (> -Infinity) after 199.920s (< 5400.000s)
