Reset training subject: 934660724482
Reset training subject: 941273975124
Adding measurement 7482061c to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=10.772452626610175;dx=-1.1754318847976297E-7
New Minimum: 10.772452626610175 > 10.772451690398157
END: th(2.154434690031884)=10.772451690398157; dx=-1.0310365382051349E-7 evalInputDelta=9.362120181322098E-7
Fitness changed from 10.772452626610175 to 10.772451690398157
Iteration 1 complete. Error: 10.772451690398157 Total: 16.6019; Orientation: 0.0275; Line Search: 4.6347
Adding measurement 766b7bf0 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=10.772451690398157;dx=-1.3830078433124817E-7
New Minimum: 10.772451690398157 > 10.772450160700828
END: th(4.641588833612779)=10.772450160700828; dx=-1.106973600700049E-7 evalInputDelta=1.5296973288059235E-6
Fitness changed from 10.772451690398157 to 10.772450160700828
Iteration 2 complete. Error: 10.772450160700828 Total: 7.0168; Orientation: 0.0042; Line Search: 4.5838
Adding measurement 4b4c3f0d to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=10.772450160700828;dx=-1.0892896632448291E-7
New Minimum: 10.772450160700828 > 10.772447006311268
WOLFE (weak): th(10.000000000000002)=10.772447006311268; dx=-1.3857395206946416E-7 evalInputDelta=3.1543895602226257E-6
New Minimum: 10.772447006311268 > 10.772443545982242
WOLFE (weak): th(20.000000000000004)=10.772443545982242; dx=-1.1978539460579932E-7 evalInputDelta=6.614718586206436E-6
New Minimum: 10.772443545982242 > 10.772430423414335
WOLFE (weak): th(60.000000000000014)=10.772430423414335; dx=-1.093415198756191E-7 evalInputDelta=1.9737286493182182E-5
New Minimum: 10.772430423414335 > 10.772370567545295
WOLFE (weak): th(240.00000000000006)=10.772370567545295; dx=-1.2793153635635777E-7 evalInputDelta=7.959315553307533E-5
New Minimum: 10.772370567545295 > 10.77205189014785
WOLFE (weak): th(1200.0000000000002)=10.77205189014785; dx=-1.29649132846798E-7 evalInputDelta=3.982705529779196E-4
New Minimum: 10.77205189014785 > 10.770015573361889
WOLFE (weak): th(7200.000000000002)=10.770015573361889; dx=-1.4931452161349955E-7 evalInputDelta=0.002434587338939309
New Minimum: 10.770015573361889 > 10.753800466423854
WOLFE (weak): th(50400.000000000015)=10.753800466423854; dx=-1.5437801214971077E-7 evalInputDelta=0.018649694276973605
New Minimum: 10.753800466423854 > 10.571728443726897
WOLFE (weak): th(403200.0000000001)=10.571728443726897; dx=-2.1075584333204687E-7 evalInputDelta=0.2007217169739306
New Minimum: 10.571728443726897 > 7.329833976924419
WOLFE (weak): th(3628800.000000001)=7.329833976924419; dx=-3.790681546073696E-7 evalInputDelta=3.4426161837764084
Armijo: th(3.628800000000001E7)=44.82766652107239; dx=3.502044147745823E-7 evalInputDelta=-34.05521636037156
Armijo: th(1.9958400000000004E7)=23.8513306081295; dx=4.733677250753051E-7 evalInputDelta=-13.078880447428674
New Minimum: 7.329833976924419 > 7.27138988673687
WOLF (strong): th(1.1793600000000002E7)=7.27138988673687; dx=3.7646901489933983E-7 evalInputDelta=3.501060273963958
New Minimum: 7.27138988673687 > 3.8487978279590607
END: th(7711200.000000002)=3.8487978279590607; dx=-5.073614203266179E-8 evalInputDelta=6.923652332741767
Fitness changed from 10.772450160700828 to 3.8487978279590607
Iteration 3 complete. Error: 3.8487978279590607 Total: 35.3322; Orientation: 0.0044; Line Search: 32.9899
Adding measurement 2e563af5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.981e+04, gradient 1.483e-03, dot -0.108; [1d969295-8f96-41ea-8373-869ef2436657 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.8487978279590607, 10.772450160700828, 10.772451690398157, 10.772452626610175
LBFGS Accumulation History: 3 points
Removed measurement 2e563af5 to history. Total: 3
th(0)=3.8487978279590607;dx=-1.853619479731352E-6
Armijo: th(1.6613276781773867E7)=34.03045977652073; dx=3.2113800237129666E-7 evalInputDelta=-30.18166194856167
Armijo: th(8306638.390886934)=21.091751396656036; dx=8.648451858244877E-7 evalInputDelta=-17.242953568696976
Armijo: th(2768879.463628978)=3.8891970962285995; dx=4.995503431392284E-7 evalInputDelta=-0.04039926826953888
New Minimum: 3.8487978279590607 > 2.513869673013687
END: th(692219.8659072445)=2.513869673013687; dx=-6.738741836735003E-7 evalInputDelta=1.3349281549453735
Fitness changed from 3.8487978279590607 to 2.513869673013687
Iteration 4 complete. Error: 2.513869673013687 Total: 13.6452; Orientation: 0.1036; Line Search: 11.2415
Adding measurement 808f60 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.469e+04, gradient 8.958e-04, dot -0.253; [1d969295-8f96-41ea-8373-869ef2436657 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.513869673013687, 10.772450160700828, 10.772451690398157, 10.772452626610175
LBFGS Accumulation History: 3 points
Removed measurement 808f60 to history. Total: 3
th(0)=2.513869673013687;dx=-5.18488007854263E-7
New Minimum: 2.513869673013687 > 1.867957130074501
END: th(1491342.4922397865)=1.867957130074501; dx=-9.080873249739701E-8 evalInputDelta=0.6459125429391861
Fitness changed from 2.513869673013687 to 1.867957130074501
Iteration 5 complete. Error: 1.867957130074501 Total: 7.2801; Orientation: 0.0495; Line Search: 4.9469
Adding measurement 3b6d1b19 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.286e+04, gradient 1.275e-03, dot -0.178; [1d969295-8f96-41ea-8373-869ef2436657 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.867957130074501, 10.772450160700828, 10.772451690398157, 10.772452626610175
LBFGS Accumulation History: 3 points
Removed measurement 3b6d1b19 to history. Total: 3
th(0)=1.867957130074501;dx=-1.2560346012769736E-6
Armijo: th(3213000.0000000014)=2.6028544902801514; dx=9.646405976312979E-8 evalInputDelta=-0.7348973602056503
Armijo: th(1606500.0000000007)=2.0355646312236786; dx=4.1593966909270365E-8 evalInputDelta=-0.16760750114917755
New Minimum: 1.867957130074501 > 1.4143825620412827
END: th(535500.0000000002)=1.4143825620412827; dx=-7.224664281136417E-8 evalInputDelta=0.4535745680332184
Fitness changed from 1.867957130074501 to 1.4143825620412827
Iteration 6 complete. Error: 1.4143825620412827 Total: 11.5408; Orientation: 0.1908; Line Search: 9.0789
Adding measurement 5bd7627c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.745e+04, gradient 7.120e-04, dot -0.211; [1d969295-8f96-41ea-8373-869ef2436657 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.4143825620412827, 10.772450160700828, 10.772451690398157, 10.772452626610175
LBFGS Accumulation History: 3 points
Removed measurement 5bd7627c to history. Total: 3
th(0)=1.4143825620412827;dx=-3.6854298128533555E-7
New Minimum: 1.4143825620412827 > 1.2507066130638123
WOLF (strong): th(1153699.7765120743)=1.2507066130638123; dx=2.879778756310093E-8 evalInputDelta=0.1636759489774704
New Minimum: 1.2507066130638123 > 1.1545485258102417
END: th(576849.8882560371)=1.1545485258102417; dx=-2.316082207086618E-7 evalInputDelta=0.25983403623104095
Fitness changed from 1.4143825620412827 to 1.1545485258102417
Iteration 7 complete. Error: 1.1545485258102417 Total: 9.3912; Orientation: 0.2424; Line Search: 6.8915
Adding measurement 6bd4be93 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.317e+02, gradient 6.320e-04, dot -0.003; [1d969295-8f96-41ea-8373-869ef2436657 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.1545485258102417, 10.772450160700828, 10.772451690398157, 10.772452626610175
LBFGS Accumulation History: 3 points
Removed measurement 6bd4be93 to history. Total: 3
th(0)=1.1545485258102417;dx=-3.1121906947758546E-7
New Minimum: 1.1545485258102417 > 0.8304708451032639
END: th(1242785.4101998222)=0.8304708451032639; dx=-1.919570926497524E-7 evalInputDelta=0.32407768070697784
Fitness changed from 1.1545485258102417 to 0.8304708451032639
Iteration 8 complete. Error: 0.8304708451032639 Total: 7.0184; Orientation: 0.0429; Line Search: 4.6987
Adding measurement 71e5af56 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.345e+04, gradient 5.868e-04, dot -0.136; [1d969295-8f96-41ea-8373-869ef2436657 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.8304708451032639, 10.772450160700828, 10.772451690398157, 10.772452626610175
LBFGS Accumulation History: 3 points
Removed measurement 71e5af56 to history. Total: 3
th(0)=0.8304708451032639;dx=-2.3445697380626208E-7
New Minimum: 0.8304708451032639 > 0.6483467370271683
END: th(2677500.0000000014)=0.6483467370271683; dx=-7.222879172103472E-8 evalInputDelta=0.18212410807609558
Fitness changed from 0.8304708451032639 to 0.6483467370271683
Iteration 9 complete. Error: 0.6483467370271683 Total: 6.8677; Orientation: 0.0478; Line Search: 4.5454
Adding measurement 2c788f29 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.938e+03, gradient 7.378e-04, dot -0.121; [1d969295-8f96-41ea-8373-869ef2436657 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.6483467370271683, 10.772450160700828, 10.772451690398157, 10.772452626610175
LBFGS Accumulation History: 3 points
Removed measurement 2c788f29 to history. Total: 3
th(0)=0.6483467370271683;dx=-4.607299229013056E-7
Armijo: th(5768498.882560372)=2.597783178091049; dx=7.223235396436918E-8 evalInputDelta=-1.949436441063881
Armijo: th(2884249.441280186)=1.3798580467700958; dx=1.1305696370003651E-7 evalInputDelta=-0.7315113097429276
New Minimum: 0.6483467370271683 > 0.4408115893602371
WOLF (strong): th(961416.4804267287)=0.4408115893602371; dx=1.0789335584664306E-8 evalInputDelta=0.20753514766693115
END: th(240354.12010668218)=0.4901728183031082; dx=-2.139368864594326E-7 evalInputDelta=0.15817391872406006
Fitness changed from 0.6483467370271683 to 0.4408115893602371
Iteration 10 complete. Error: 0.4408115893602371 Total: 14.1777; Orientation: 0.0429; Line Search: 11.8076
Adding measurement 2b49724e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.219e+05, gradient 5.791e-04, dot -0.272; [1d969295-8f96-41ea-8373-869ef2436657 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.4408115893602371, 10.772450160700828, 10.772451690398157, 10.772452626610175
LBFGS Accumulation History: 3 points
Removed measurement 2b49724e to history. Total: 3
th(0)=0.4408115893602371;dx=-2.6572597950113345E-7
New Minimum: 0.4408115893602371 > 0.26525402069091797
END: th(517827.254249926)=0.26525402069091797; dx=-7.364227363157437E-8 evalInputDelta=0.17555756866931915
Fitness changed from 0.4408115893602371 to 0.26525402069091797
Iteration 11 complete. Error: 0.26525402069091797 Total: 6.8975; Orientation: 0.1465; Line Search: 4.4909
Adding measurement 1e51a92 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.194e+04, gradient 4.423e-04, dot -0.142; [1d969295-8f96-41ea-8373-869ef2436657 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.26525402069091797, 10.772450160700828, 10.772451690398157, 10.772452626610175
LBFGS Accumulation History: 3 points
Removed measurement 1e51a92 to history. Total: 3
th(0)=0.26525402069091797;dx=-1.2636074863659305E-7
New Minimum: 0.26525402069091797 > 0.17988081276416779
END: th(1115625.000000001)=0.17988081276416779; dx=-5.9269434970626945E-8 evalInputDelta=0.08537320792675018
Fitness changed from 0.26525402069091797 to 0.17988081276416779
Iteration 12 complete. Error: 0.17988081276416779 Total: 6.8223; Orientation: 0.0388; Line Search: 4.5142
Adding measurement 3af72e1f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.468e+04, gradient 4.362e-04, dot -0.149; [1d969295-8f96-41ea-8373-869ef2436657 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.17988081276416779, 10.772450160700828, 10.772451690398157, 10.772452626610175
LBFGS Accumulation History: 3 points
Removed measurement 3af72e1f to history. Total: 3
th(0)=0.17988081276416779;dx=-1.1886211020291567E-7
Armijo: th(2403541.2010668223)=0.40984204411506653; dx=5.3877201453338487E-8 evalInputDelta=-0.22996123135089874
New Minimum: 0.17988081276416779 > 0.1326664462685585
END: th(1201770.6005334111)=0.1326664462685585; dx=-1.0484356718752224E-8 evalInputDelta=0.04721436649560928
Fitness changed from 0.17988081276416779 to 0.1326664462685585
Iteration 13 complete. Error: 0.1326664462685585 Total: 9.0923; Orientation: 0.0432; Line Search: 6.7709
Adding measurement 676ccccb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.019e+02, gradient 6.435e-04, dot -0.013; [1d969295-8f96-41ea-8373-869ef2436657 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.1326664462685585, 10.772450160700828, 10.772451690398157, 10.772452626610175
LBFGS Accumulation History: 3 points
Removed measurement 676ccccb to history. Total: 3
th(0)=0.1326664462685585;dx=-2.811603555764718E-7
Armijo: th(2589136.2712496305)=1.0977660566568375; dx=1.898343121790993E-7 evalInputDelta=-0.965099610388279
Armijo: th(1294568.1356248152)=0.32964785397052765; dx=1.3877770393987325E-7 evalInputDelta=-0.19698140770196915
New Minimum: 0.1326664462685585 > 0.044069841504096985
END: th(431522.7118749384)=0.044069841504096985; dx=-4.77006505762563E-8 evalInputDelta=0.08859660476446152
Fitness changed from 0.1326664462685585 to 0.044069841504096985
Iteration 14 complete. Error: 0.044069841504096985 Total: 12.1891; Orientation: 0.1165; Line Search: 9.7084
Adding measurement 229851a7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.607e+04, gradient 4.059e-04, dot -0.230; [1d969295-8f96-41ea-8373-869ef2436657 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.044069841504096985, 10.772450160700828, 10.772451690398157, 10.772452626610175
LBFGS Accumulation History: 3 points
Removed measurement 229851a7 to history. Total: 3
th(0)=0.044069841504096985;dx=-1.1933292439484366E-7
New Minimum: 0.044069841504096985 > -0.016266964375972748
WOLFE (weak): th(929687.5000000008)=-0.016266964375972748; dx=-1.1889851622960439E-7 evalInputDelta=0.06033680588006973
END: th(1859375.0000000016)=0.01853359490633011; dx=-7.783185236652524E-8 evalInputDelta=0.025536246597766876
Fitness changed from 0.044069841504096985 to -0.016266964375972748
Iteration 15 complete. Error: -0.016266964375972748 Total: 9.0362; Orientation: 0.0419; Line Search: 6.7371
Adding measurement 4f27baa4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.142e+04, gradient 4.594e-04, dot -0.117; [1d969295-8f96-41ea-8373-869ef2436657 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.016266964375972748, 10.772450160700828, 10.772451690398157, 10.772452626610175
LBFGS Accumulation History: 3 points
Removed measurement 4f27baa4 to history. Total: 3
th(0)=-0.016266964375972748;dx=-1.0664045903897906E-7
Armijo: th(4005902.0017780373)=0.3421601131558418; dx=2.5818604659529973E-8 evalInputDelta=-0.3584270775318146
Armijo: th(2002951.0008890186)=0.009191453456878662; dx=-1.3663719859113203E-8 evalInputDelta=-0.02545841783285141
New Minimum: -0.016266964375972748 > -0.06433553993701935
END: th(667650.3336296729)=-0.06433553993701935; dx=-7.761902901891745E-8 evalInputDelta=0.0480685755610466
Fitness changed from -0.016266964375972748 to -0.06433553993701935
Iteration 16 complete. Error: -0.06433553993701935 Total: 11.5609; Orientation: 0.1833; Line Search: 9.0975
Adding measurement 6c80c9fb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.330e+04, gradient 4.050e-04, dot -0.192; [1d969295-8f96-41ea-8373-869ef2436657 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.06433553993701935, 10.772450160700828, 10.772451690398157, 10.772452626610175
LBFGS Accumulation History: 3 points
Removed measurement 6c80c9fb to history. Total: 3
th(0)=-0.06433553993701935;dx=-9.900560255774099E-8
New Minimum: -0.06433553993701935 > -0.10232371091842651
END: th(1438409.0395831282)=-0.10232371091842651; dx=-4.5593234822048697E-8 evalInputDelta=0.037988170981407166
Fitness changed from -0.06433553993701935 to -0.10232371091842651
Iteration 17 complete. Error: -0.10232371091842651 Total: 6.8014; Orientation: 0.0401; Line Search: 4.5074
Adding measurement 21e3b234 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.082e+03, gradient 6.587e-04, dot -0.056; [1d969295-8f96-41ea-8373-869ef2436657 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.10232371091842651, 10.772450160700828, 10.772451690398157, 10.772452626610175
LBFGS Accumulation History: 3 points
Removed measurement 21e3b234 to history. Total: 3
th(0)=-0.10232371091842651;dx=-2.0682314590107272E-7
Armijo: th(3098958.3333333363)=1.5196720361709595; dx=1.9226876820127593E-7 evalInputDelta=-1.621995747089386
Armijo: th(1549479.1666666681)=0.4356861561536789; dx=2.1326029718523293E-7 evalInputDelta=-0.5380098670721054
New Minimum: -0.10232371091842651 > -0.15812397748231888
WOLF (strong): th(516493.055555556)=-0.15812397748231888; dx=4.873924326846868E-9 evalInputDelta=0.055800266563892365
WOLFE (weak): th(129123.263888889)=-0.15583429485559464; dx=-1.9416273358222694E-7 evalInputDelta=0.05351058393716812
New Minimum: -0.15812397748231888 > -0.18249322474002838
END: th(322808.15972222254)=-0.18249322474002838; dx=-3.9437101359674926E-8 evalInputDelta=0.08016951382160187
Fitness changed from -0.10232371091842651 to -0.18249322474002838
Iteration 18 complete. Error: -0.18249322474002838 Total: 16.7764; Orientation: 0.0372; Line Search: 14.4832
Adding measurement 84f91b2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.348e+04, gradient 3.792e-04, dot -0.158; [1d969295-8f96-41ea-8373-869ef2436657 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.18249322474002838, 10.772450160700828, 10.772451690398157, 10.772452626610175
LBFGS Accumulation History: 3 points
Removed measurement 84f91b2 to history. Total: 3
th(0)=-0.18249322474002838;dx=-8.942538996221154E-8
New Minimum: -0.18249322474002838 > -0.2195962369441986
END: th(695469.0975309093)=-0.2195962369441986; dx=-4.382371659051147E-8 evalInputDelta=0.03710301220417023
Fitness changed from -0.18249322474002838 to -0.2195962369441986
Iteration 19 complete. Error: -0.2195962369441986 Total: 6.8508; Orientation: 0.0439; Line Search: 4.5122
Adding measurement 5152244e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.191e+04, gradient 4.005e-04, dot -0.145; [1d969295-8f96-41ea-8373-869ef2436657 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.2195962369441986, 10.772450160700828, 10.772451690398157, 10.772452626610175
LBFGS Accumulation History: 3 points
Removed measurement 5152244e to history. Total: 3
th(0)=-0.2195962369441986;dx=-1.1141647189242864E-7
New Minimum: -0.2195962369441986 > -0.24434032291173935
END: th(1498342.7495657587)=-0.24434032291173935; dx=-6.20753165093614E-8 evalInputDelta=0.02474408596754074
Fitness changed from -0.2195962369441986 to -0.24434032291173935
Iteration 20 complete. Error: -0.24434032291173935 Total: 6.8842; Orientation: 0.0435; Line Search: 4.5968
Final threshold in iteration 21: -0.24434032291173935 (> -Infinity) after 221.784s (< 5400.000s)
