Reset training subject: 5571031403547
Reset training subject: 5617752182077
Adding measurement 69cbe2fe to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=2.684654302895069;dx=-1.866307325409352E-6
New Minimum: 2.684654302895069 > 2.6846494525671005
END: th(2.154434690031884)=2.6846494525671005; dx=-1.673462775956279E-6 evalInputDelta=4.850327968597412E-6
Fitness changed from 2.684654302895069 to 2.6846494525671005
Iteration 1 complete. Error: 2.6846494525671005 Total: 237.3785; Orientation: 0.0313; Line Search: 93.4911
Adding measurement 1046f43a to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=2.6846494525671005;dx=-1.6484198637534738E-6
New Minimum: 2.6846494525671005 > 2.6846392452716827
WOLFE (weak): th(4.641588833612779)=2.6846392452716827; dx=-1.6584823396716485E-6 evalInputDelta=1.0207295417785645E-5
New Minimum: 2.6846392452716827 > 2.684629000723362
WOLFE (weak): th(9.283177667225559)=2.684629000723362; dx=-1.6673075653220071E-6 evalInputDelta=2.0451843738555908E-5
New Minimum: 2.684629000723362 > 2.6845876574516296
WOLFE (weak): th(27.849533001676676)=2.6845876574516296; dx=-1.6608718110699916E-6 evalInputDelta=6.179511547088623E-5
New Minimum: 2.6845876574516296 > 2.684401534497738
WOLFE (weak): th(111.3981320067067)=2.684401534497738; dx=-1.662675884228419E-6 evalInputDelta=2.479180693626404E-4
New Minimum: 2.684401534497738 > 2.6834100522100925
WOLFE (weak): th(556.9906600335335)=2.6834100522100925; dx=-1.6535864061720258E-6 evalInputDelta=0.0012394003570079803
New Minimum: 2.6834100522100925 > 2.6772195771336555
WOLFE (weak): th(3341.9439602012008)=2.6772195771336555; dx=-1.659706881193225E-6 evalInputDelta=0.007429875433444977
New Minimum: 2.6772195771336555 > 2.632929626852274
WOLFE (weak): th(23393.607721408407)=2.632929626852274; dx=-1.644983515300697E-6 evalInputDelta=0.051719825714826584
New Minimum: 2.632929626852274 > 2.302848268300295
END: th(187148.86177126726)=2.302848268300295; dx=-1.4027744011763105E-6 evalInputDelta=0.38180118426680565
Fitness changed from 2.6846494525671005 to 2.302848268300295
Iteration 2 complete. Error: 2.302848268300295 Total: 470.6467; Orientation: 0.0304; Line Search: 420.3351
Adding measurement 7eec24bc to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=2.302848268300295;dx=-1.4514379121468714E-6
New Minimum: 2.302848268300295 > 1.7208786122500896
END: th(403200.00000000006)=1.7208786122500896; dx=-9.349185053420129E-7 evalInputDelta=0.5819696560502052
Fitness changed from 2.302848268300295 to 1.7208786122500896
Iteration 3 complete. Error: 1.7208786122500896 Total: 143.7264; Orientation: 0.0303; Line Search: 93.3610
Adding measurement 4d9b19ed to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.300e+03, gradient 1.079e-03, dot -0.694; [5a5737b6-fa3b-4e2d-8714-dbbfddf742b2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.7208786122500896, 2.302848268300295, 2.6846494525671005, 2.684654302895069
LBFGS Accumulation History: 3 points
Removed measurement 4d9b19ed to history. Total: 3
th(0)=1.7208786122500896;dx=-1.1409168552543642E-6
New Minimum: 1.7208786122500896 > 1.0194232948124409
END: th(868668.0670208557)=1.0194232948124409; dx=-4.705980579168965E-7 evalInputDelta=0.7014553174376488
Fitness changed from 1.7208786122500896 to 1.0194232948124409
Iteration 4 complete. Error: 1.0194232948124409 Total: 144.3972; Orientation: 0.7659; Line Search: 93.2338
Adding measurement 3c284d3e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.070e+03, gradient 9.595e-04, dot -0.502; [5a5737b6-fa3b-4e2d-8714-dbbfddf742b2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.0194232948124409, 2.302848268300295, 2.6846494525671005, 2.684654302895069
LBFGS Accumulation History: 3 points
Removed measurement 3c284d3e to history. Total: 3
th(0)=1.0194232948124409;dx=-8.96769058280757E-7
New Minimum: 1.0194232948124409 > 0.4866133965551853
END: th(1871488.617712673)=0.4866133965551853; dx=-5.92203670130481E-8 evalInputDelta=0.5328098982572556
Fitness changed from 1.0194232948124409 to 0.4866133965551853
Iteration 5 complete. Error: 0.4866133965551853 Total: 144.6095; Orientation: 0.7730; Line Search: 93.2780
Adding measurement 11f35d1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.359e+03, gradient 9.748e-04, dot -0.220; [5a5737b6-fa3b-4e2d-8714-dbbfddf742b2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.4866133965551853, 2.302848268300295, 2.6846494525671005, 2.684654302895069
LBFGS Accumulation History: 3 points
Removed measurement 11f35d1 to history. Total: 3
th(0)=0.4866133965551853;dx=-9.320473112179561E-7
Armijo: th(4032000.0000000014)=0.931712482124567; dx=1.9279857718539577E-7 evalInputDelta=-0.4450990855693817
New Minimum: 0.4866133965551853 > 0.15050872415304184
WOLF (strong): th(2016000.0000000007)=0.15050872415304184; dx=1.6849759188683635E-7 evalInputDelta=0.3361046724021435
New Minimum: 0.15050872415304184 > 0.012484565377235413
END: th(672000.0000000002)=0.012484565377235413; dx=-2.9772212561809363E-7 evalInputDelta=0.4741288311779499
Fitness changed from 0.4866133965551853 to 0.012484565377235413
Iteration 6 complete. Error: 0.012484565377235413 Total: 237.9427; Orientation: 0.7730; Line Search: 186.7929
Adding measurement 5e7a11af to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.606e+03, gradient 6.250e-04, dot -0.365; [5a5737b6-fa3b-4e2d-8714-dbbfddf742b2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.012484565377235413, 2.302848268300295, 2.6846494525671005, 2.684654302895069
LBFGS Accumulation History: 3 points
Removed measurement 5e7a11af to history. Total: 3
th(0)=0.012484565377235413;dx=-3.8180321561201117E-7
New Minimum: 0.012484565377235413 > -0.29885006695985794
END: th(1447780.1117014263)=-0.29885006695985794; dx=-7.522583850184959E-8 evalInputDelta=0.31133463233709335
Fitness changed from 0.012484565377235413 to -0.29885006695985794
Iteration 7 complete. Error: -0.29885006695985794 Total: 144.6352; Orientation: 0.7850; Line Search: 93.5056
Adding measurement 64785481 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.608e+03, gradient 5.703e-04, dot -0.350; [5a5737b6-fa3b-4e2d-8714-dbbfddf742b2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.29885006695985794, 2.302848268300295, 2.6846494525671005, 2.684654302895069
LBFGS Accumulation History: 3 points
Removed measurement 64785481 to history. Total: 3
th(0)=-0.29885006695985794;dx=-3.1813832832345704E-7
New Minimum: -0.29885006695985794 > -0.31377068161964417
WOLF (strong): th(3119147.6961877886)=-0.31377068161964417; dx=8.105378591324132E-8 evalInputDelta=0.014920614659786224
New Minimum: -0.31377068161964417 > -0.5085139125585556
WOLF (strong): th(1559573.8480938943)=-0.5085139125585556; dx=4.308638042347096E-9 evalInputDelta=0.20966384559869766
END: th(519857.94936463144)=-0.44286346808075905; dx=-1.798431728308148E-7 evalInputDelta=0.1440134011209011
Fitness changed from -0.29885006695985794 to -0.5085139125585556
Iteration 8 complete. Error: -0.5085139125585556 Total: 237.7218; Orientation: 0.7717; Line Search: 186.5868
Adding measurement 38302546 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.448e+03, gradient 5.273e-04, dot -0.314; [5a5737b6-fa3b-4e2d-8714-dbbfddf742b2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5085139125585556, 2.302848268300295, 2.6846494525671005, 2.684654302895069
LBFGS Accumulation History: 3 points
Removed measurement 38302546 to history. Total: 3
th(0)=-0.5085139125585556;dx=-2.691554656717282E-7
New Minimum: -0.5085139125585556 > -0.6918777152895927
END: th(1120000.0000000005)=-0.6918777152895927; dx=-4.777850324587171E-8 evalInputDelta=0.18336380273103714
Fitness changed from -0.5085139125585556 to -0.6918777152895927
Iteration 9 complete. Error: -0.6918777152895927 Total: 145.2833; Orientation: 0.7823; Line Search: 93.5300
Adding measurement 773281d9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.428e+03, gradient 3.650e-04, dot -0.424; [5a5737b6-fa3b-4e2d-8714-dbbfddf742b2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6918777152895927, 2.302848268300295, 2.6846494525671005, 2.684654302895069
LBFGS Accumulation History: 3 points
Removed measurement 773281d9 to history. Total: 3
th(0)=-0.6918777152895927;dx=-1.2687205722598171E-7
New Minimum: -0.6918777152895927 > -0.8344002328813076
END: th(2412966.852835711)=-0.8344002328813076; dx=-8.092075833402412E-9 evalInputDelta=0.14252251759171486
Fitness changed from -0.6918777152895927 to -0.8344002328813076
Iteration 10 complete. Error: -0.8344002328813076 Total: 144.9159; Orientation: 0.7613; Line Search: 93.5918
Adding measurement 5a873e26 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.382e+03, gradient 4.482e-04, dot -0.301; [5a5737b6-fa3b-4e2d-8714-dbbfddf742b2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8344002328813076, 2.302848268300295, 2.6846494525671005, 2.684654302895069
LBFGS Accumulation History: 3 points
Removed measurement 5a873e26 to history. Total: 3
th(0)=-0.8344002328813076;dx=-1.9605509752619532E-7
Armijo: th(5198579.493646315)=-0.4506044499576092; dx=9.271461239258277E-8 evalInputDelta=-0.3837957829236984
New Minimum: -0.8344002328813076 > -0.8587293513119221
WOLF (strong): th(2599289.7468231576)=-0.8587293513119221; dx=8.436247320667479E-8 evalInputDelta=0.02432911843061447
New Minimum: -0.8587293513119221 > -0.9521269463002682
END: th(866429.9156077192)=-0.9521269463002682; dx=-5.682357067570142E-8 evalInputDelta=0.11772671341896057
Fitness changed from -0.8344002328813076 to -0.9521269463002682
Iteration 11 complete. Error: -0.9521269463002682 Total: 238.2016; Orientation: 0.7739; Line Search: 187.1260
Adding measurement 126c1c85 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.349e+03, gradient 2.730e-04, dot -0.469; [5a5737b6-fa3b-4e2d-8714-dbbfddf742b2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.9521269463002682, 2.302848268300295, 2.6846494525671005, 2.684654302895069
LBFGS Accumulation History: 3 points
Removed measurement 126c1c85 to history. Total: 3
th(0)=-0.9521269463002682;dx=-7.098883709652008E-8
New Minimum: -0.9521269463002682 > -1.0446996726095676
END: th(1866666.666666668)=-1.0446996726095676; dx=-3.541997174865612E-8 evalInputDelta=0.09257272630929947
Fitness changed from -0.9521269463002682 to -1.0446996726095676
Iteration 12 complete. Error: -1.0446996726095676 Total: 144.5255; Orientation: 0.7984; Line Search: 93.3443
Adding measurement 6923464f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.371e+03, gradient 2.763e-04, dot -0.440; [5a5737b6-fa3b-4e2d-8714-dbbfddf742b2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0446996726095676, 2.302848268300295, 2.6846494525671005, 2.684654302895069
LBFGS Accumulation History: 3 points
Removed measurement 6923464f to history. Total: 3
th(0)=-1.0446996726095676;dx=-7.363332231092658E-8
New Minimum: -1.0446996726095676 > -1.08637909963727
WOLF (strong): th(4021611.4213928524)=-1.08637909963727; dx=6.684439932034337E-9 evalInputDelta=0.04167942702770233
New Minimum: -1.08637909963727 > -1.1181941032409668
END: th(2010805.7106964262)=-1.1181941032409668; dx=-1.4238136599548424E-8 evalInputDelta=0.07349443063139915
Fitness changed from -1.0446996726095676 to -1.1181941032409668
Iteration 13 complete. Error: -1.1181941032409668 Total: 191.5408; Orientation: 0.7814; Line Search: 140.4361
Adding measurement a30280b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.313e+03, gradient 2.970e-04, dot -0.370; [5a5737b6-fa3b-4e2d-8714-dbbfddf742b2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1181941032409668, 2.302848268300295, 2.6846494525671005, 2.684654302895069
LBFGS Accumulation History: 3 points
Removed measurement a30280b to history. Total: 3
th(0)=-1.1181941032409668;dx=-8.426205124731116E-8
Armijo: th(4332149.578038597)=-1.043167021125555; dx=3.998446613563076E-8 evalInputDelta=-0.07502708211541176
New Minimum: -1.1181941032409668 > -1.1770860515534878
WOLF (strong): th(2166074.7890192983)=-1.1770860515534878; dx=1.3120767338613205E-8 evalInputDelta=0.05889194831252098
END: th(722024.9296730994)=-1.1702076271176338; dx=-4.928589263234513E-8 evalInputDelta=0.05201352387666702
Fitness changed from -1.1181941032409668 to -1.1770860515534878
Iteration 14 complete. Error: -1.1770860515534878 Total: 238.8475; Orientation: 0.7733; Line Search: 187.6095
Adding measurement 49689d01 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.262e+03, gradient 3.351e-04, dot -0.299; [5a5737b6-fa3b-4e2d-8714-dbbfddf742b2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1770860515534878, 2.302848268300295, 2.6846494525671005, 2.684654302895069
LBFGS Accumulation History: 3 points
Removed measurement 49689d01 to history. Total: 3
th(0)=-1.1770860515534878;dx=-1.0885235756349256E-7
New Minimum: -1.1770860515534878 > -1.2548307441174984
WOLF (strong): th(1555555.5555555567)=-1.2548307441174984; dx=6.7140781405820705E-9 evalInputDelta=0.07774469256401062
END: th(777777.7777777783)=-1.2447090409696102; dx=-4.4220614082172716E-8 evalInputDelta=0.06762298941612244
Fitness changed from -1.1770860515534878 to -1.2548307441174984
Iteration 15 complete. Error: -1.2548307441174984 Total: 191.4152; Orientation: 0.7947; Line Search: 140.0718
Adding measurement 329fb5e5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.227e+03, gradient 2.535e-04, dot -0.369; [5a5737b6-fa3b-4e2d-8714-dbbfddf742b2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.2548307441174984, 2.302848268300295, 2.6846494525671005, 2.684654302895069
LBFGS Accumulation History: 3 points
Removed measurement 329fb5e5 to history. Total: 3
th(0)=-1.2548307441174984;dx=-6.196004313179793E-8
New Minimum: -1.2548307441174984 > -1.3154530078172684
END: th(1675671.4255803553)=-1.3154530078172684; dx=-9.856843139496815E-9 evalInputDelta=0.060622263699769974
Fitness changed from -1.2548307441174984 to -1.3154530078172684
Iteration 16 complete. Error: -1.3154530078172684 Total: 145.1010; Orientation: 0.7888; Line Search: 93.8726
Adding measurement 635e09bb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.235e+03, gradient 2.214e-04, dot -0.411; [5a5737b6-fa3b-4e2d-8714-dbbfddf742b2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.3154530078172684, 2.302848268300295, 2.6846494525671005, 2.684654302895069
LBFGS Accumulation History: 3 points
Removed measurement 635e09bb to history. Total: 3
th(0)=-1.3154530078172684;dx=-4.641278665846078E-8
New Minimum: -1.3154530078172684 > -1.3398019559681416
WOLF (strong): th(3610124.6483654976)=-1.3398019559681416; dx=1.2164058554619033E-8 evalInputDelta=0.024348948150873184
New Minimum: -1.3398019559681416 > -1.3638382740318775
END: th(1805062.3241827488)=-1.3638382740318775; dx=-9.7835181060315E-9 evalInputDelta=0.048385266214609146
Fitness changed from -1.3154530078172684 to -1.3638382740318775
Iteration 17 complete. Error: -1.3638382740318775 Total: 191.4636; Orientation: 0.7795; Line Search: 140.3095
Adding measurement 2cf870f7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.264e+03, gradient 2.173e-04, dot -0.408; [5a5737b6-fa3b-4e2d-8714-dbbfddf742b2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.3638382740318775, 2.302848268300295, 2.6846494525671005, 2.684654302895069
LBFGS Accumulation History: 3 points
Removed measurement 2cf870f7 to history. Total: 3
th(0)=-1.3638382740318775;dx=-4.454304277071857E-8
New Minimum: -1.3638382740318775 > -1.3744544275105
WOLF (strong): th(3888888.8888888923)=-1.3744544275105; dx=1.648483427353563E-8 evalInputDelta=0.010616153478622437
New Minimum: -1.3744544275105 > -1.4097282551229
END: th(1944444.4444444461)=-1.4097282551229; dx=-4.7108705556986185E-9 evalInputDelta=0.04588998109102249
Fitness changed from -1.3638382740318775 to -1.4097282551229
Iteration 18 complete. Error: -1.4097282551229 Total: 191.8324; Orientation: 0.7748; Line Search: 140.4501
Adding measurement 70f0025d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.241e+03, gradient 2.205e-04, dot -0.383; [5a5737b6-fa3b-4e2d-8714-dbbfddf742b2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.4097282551229, 2.302848268300295, 2.6846494525671005, 2.684654302895069
LBFGS Accumulation History: 3 points
Removed measurement 70f0025d to history. Total: 3
th(0)=-1.4097282551229;dx=-4.612059561421749E-8
Armijo: th(4189178.563950889)=-1.3738707527518272; dx=2.4217421107423057E-8 evalInputDelta=-0.03585750237107277
New Minimum: -1.4097282551229 > -1.4438999183475971
WOLF (strong): th(2094589.2819754444)=-1.4438999183475971; dx=2.236823822966585E-9 evalInputDelta=0.03417166322469711
END: th(698196.4273251481)=-1.4366926439106464; dx=-2.7913282763620756E-8 evalInputDelta=0.02696438878774643
Fitness changed from -1.4097282551229 to -1.4438999183475971
Iteration 19 complete. Error: -1.4438999183475971 Total: 237.8692; Orientation: 0.7809; Line Search: 186.8154
Adding measurement 70b682df to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.277e+03, gradient 2.328e-04, dot -0.352; [5a5737b6-fa3b-4e2d-8714-dbbfddf742b2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.4438999183475971, 2.302848268300295, 2.6846494525671005, 2.684654302895069
LBFGS Accumulation History: 3 points
Removed measurement 70b682df to history. Total: 3
th(0)=-1.4438999183475971;dx=-5.209739431963215E-8
New Minimum: -1.4438999183475971 > -1.4859632588922977
END: th(1504218.6034856243)=-1.4859632588922977; dx=-6.531036528621122E-9 evalInputDelta=0.04206334054470062
Fitness changed from -1.4438999183475971 to -1.4859632588922977
Iteration 20 complete. Error: -1.4859632588922977 Total: 144.4720; Orientation: 0.8037; Line Search: 93.2539
Final threshold in iteration 21: -1.4859632588922977 (> -Infinity) after 3966.527s (< 5400.000s)
