Reset training subject: 246795078131900
Reset training subject: 246822749442300
Adding measurement 64449ee1 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=-1.898960329592228;dx=-6.650027357996276E-8
New Minimum: -1.898960329592228 > -1.898960880935192
WOLFE (weak): th(2.154434690031884)=-1.898960880935192; dx=-6.371025011757676E-8 evalInputDelta=5.513429641723633E-7
New Minimum: -1.898960880935192 > -1.89896160364151
WOLFE (weak): th(4.308869380063768)=-1.89896160364151; dx=-6.428811245406128E-8 evalInputDelta=1.2740492820739746E-6
New Minimum: -1.89896160364151 > -1.8989639356732368
WOLFE (weak): th(12.926608140191302)=-1.8989639356732368; dx=-6.314621467655569E-8 evalInputDelta=3.606081008911133E-6
New Minimum: -1.8989639356732368 > -1.8989746794104576
WOLFE (weak): th(51.70643256076521)=-1.8989746794104576; dx=-6.074956571130961E-8 evalInputDelta=1.4349818229675293E-5
New Minimum: -1.8989746794104576 > -1.8990321829915047
WOLFE (weak): th(258.53216280382605)=-1.8990321829915047; dx=-6.410177676648805E-8 evalInputDelta=7.18533992767334E-5
New Minimum: -1.8990321829915047 > -1.899391770362854
WOLFE (weak): th(1551.1929768229563)=-1.899391770362854; dx=-6.38856545163108E-8 evalInputDelta=4.314407706260681E-4
New Minimum: -1.899391770362854 > -1.9019774794578552
WOLFE (weak): th(10858.350837760694)=-1.9019774794578552; dx=-6.339698783054732E-8 evalInputDelta=0.003017149865627289
New Minimum: -1.9019774794578552 > -1.9228719249367714
WOLFE (weak): th(86866.80670208555)=-1.9228719249367714; dx=-6.149604774625335E-8 evalInputDelta=0.023911595344543457
New Minimum: -1.9228719249367714 > -2.092096768319607
END: th(781801.26031877)=-2.092096768319607; dx=-4.5801310385808E-8 evalInputDelta=0.19313643872737885
Fitness changed from -1.898960329592228 to -2.092096768319607
Iteration 1 complete. Error: -2.092096768319607 Total: 352.8356; Orientation: 0.0557; Line Search: 271.2566
Adding measurement aa89777 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-2.092096768319607;dx=-3.973308548867473E-8
New Minimum: -2.092096768319607 > -2.3393177688121796
END: th(1684339.7559414052)=-2.3393177688121796; dx=-2.7935586513665763E-8 evalInputDelta=0.24722100049257278
Fitness changed from -2.092096768319607 to -2.3393177688121796
Iteration 2 complete. Error: -2.3393177688121796 Total: 83.1765; Orientation: 0.0564; Line Search: 54.0071
Adding measurement 4ec66501 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-2.3393177688121796;dx=-2.324367823016821E-8
New Minimum: -2.3393177688121796 > -2.593234684318304
END: th(3628800.0)=-2.593234684318304; dx=-1.4296701871801115E-8 evalInputDelta=0.2539169155061245
Fitness changed from -2.3393177688121796 to -2.593234684318304
Iteration 3 complete. Error: -2.593234684318304 Total: 81.0923; Orientation: 0.0551; Line Search: 54.2898
Adding measurement 8edd3ee to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.419e+02, gradient 1.138e-04, dot -0.876; [2f59d469-764b-4f6c-9ff7-88bf5a7fb1e3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.593234684318304, -2.3393177688121796, -2.092096768319607, -1.898960329592228
LBFGS Accumulation History: 3 points
Removed measurement 8edd3ee to history. Total: 3
th(0)=-2.593234684318304;dx=-1.2321441545019879E-8
New Minimum: -2.593234684318304 > -2.812992610037327
END: th(7818012.6031877)=-2.812992610037327; dx=-6.406747405541124E-9 evalInputDelta=0.21975792571902275
Fitness changed from -2.593234684318304 to -2.812992610037327
Iteration 4 complete. Error: -2.812992610037327 Total: 83.0279; Orientation: 0.6241; Line Search: 56.2608
Adding measurement 6592e65c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.114e+02, gradient 8.646e-05, dot -0.760; [2f59d469-764b-4f6c-9ff7-88bf5a7fb1e3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.812992610037327, -2.3393177688121796, -2.092096768319607, -1.898960329592228
LBFGS Accumulation History: 3 points
Removed measurement 6592e65c to history. Total: 3
th(0)=-2.812992610037327;dx=-6.4003097389387875E-9
New Minimum: -2.812992610037327 > -2.9631019793450832
END: th(1.684339755941405E7)=-2.9631019793450832; dx=-2.4254708542232407E-9 evalInputDelta=0.15010936930775642
Fitness changed from -2.812992610037327 to -2.9631019793450832
Iteration 5 complete. Error: -2.9631019793450832 Total: 84.7541; Orientation: 0.7201; Line Search: 55.7784
Adding measurement 36ff7587 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.946e+02, gradient 8.572e-05, dot -0.514; [2f59d469-764b-4f6c-9ff7-88bf5a7fb1e3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.9631019793450832, -2.3393177688121796, -2.092096768319607, -1.898960329592228
LBFGS Accumulation History: 3 points
Removed measurement 36ff7587 to history. Total: 3
th(0)=-2.9631019793450832;dx=-6.838768032803834E-9
New Minimum: -2.9631019793450832 > -3.010144464671612
END: th(3.6288E7)=-3.010144464671612; dx=-2.7925951019964967E-10 evalInputDelta=0.04704248532652855
Fitness changed from -2.9631019793450832 to -3.010144464671612
Iteration 6 complete. Error: -3.010144464671612 Total: 84.6413; Orientation: 0.6219; Line Search: 56.5758
Adding measurement 779a8a23 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.469e+02, gradient 8.725e-05, dot -0.304; [2f59d469-764b-4f6c-9ff7-88bf5a7fb1e3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.010144464671612, -2.3393177688121796, -2.092096768319607, -1.898960329592228
LBFGS Accumulation History: 3 points
Removed measurement 779a8a23 to history. Total: 3
th(0)=-3.010144464671612;dx=-7.302409938125066E-9
Armijo: th(7.8180126031877E7)=-2.4459839463233948; dx=3.013733054942896E-9 evalInputDelta=-0.564160518348217
New Minimum: -3.010144464671612 > -3.0654025450348854
WOLF (strong): th(3.90900630159385E7)=-3.0654025450348854; dx=1.5387082129867989E-9 evalInputDelta=0.05525808036327362
New Minimum: -3.0654025450348854 > -3.160805094987154
END: th(1.3030021005312832E7)=-3.160805094987154; dx=-1.7772119303770879E-9 evalInputDelta=0.15066063031554222
Fitness changed from -3.010144464671612 to -3.160805094987154
Iteration 7 complete. Error: -3.160805094987154 Total: 139.2810; Orientation: 0.6325; Line Search: 110.8316
Adding measurement de35aed to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.347e+03, gradient 7.207e-05, dot -0.379; [2f59d469-764b-4f6c-9ff7-88bf5a7fb1e3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.160805094987154, -2.3393177688121796, -2.092096768319607, -1.898960329592228
LBFGS Accumulation History: 3 points
Removed measurement de35aed to history. Total: 3
th(0)=-3.160805094987154;dx=-4.929778552181562E-9
New Minimum: -3.160805094987154 > -3.171987522393465
WOLF (strong): th(2.807232926569009E7)=-3.171987522393465; dx=1.5535086592092724E-9 evalInputDelta=0.011182427406311035
New Minimum: -3.171987522393465 > -3.2334994580596685
END: th(1.4036164632845044E7)=-3.2334994580596685; dx=-6.011589856374106E-10 evalInputDelta=0.07269436307251453
Fitness changed from -3.160805094987154 to -3.2334994580596685
Iteration 8 complete. Error: -3.2334994580596685 Total: 105.9752; Orientation: 0.6328; Line Search: 79.3288
Adding measurement 16b002f3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.295e+03, gradient 6.330e-05, dot -0.365; [2f59d469-764b-4f6c-9ff7-88bf5a7fb1e3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.2334994580596685, -2.3393177688121796, -2.092096768319607, -1.898960329592228
LBFGS Accumulation History: 3 points
Removed measurement 16b002f3 to history. Total: 3
th(0)=-3.2334994580596685;dx=-3.6488732381593924E-9
Armijo: th(3.0240000000000004E7)=-3.1232214644551277; dx=2.836340084310392E-9 evalInputDelta=-0.11027799360454082
New Minimum: -3.2334994580596685 > -3.2640262357890606
WOLF (strong): th(1.5120000000000002E7)=-3.2640262357890606; dx=6.323110770584081E-10 evalInputDelta=0.03052677772939205
New Minimum: -3.2640262357890606 > -3.270593471825123
END: th(5040000.000000001)=-3.270593471825123; dx=-1.92806381619578E-9 evalInputDelta=0.03709401376545429
Fitness changed from -3.2334994580596685 to -3.270593471825123
Iteration 9 complete. Error: -3.270593471825123 Total: 137.2407; Orientation: 0.6351; Line Search: 108.8595
Adding measurement 22687d02 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.611e+03, gradient 4.579e-05, dot -0.531; [2f59d469-764b-4f6c-9ff7-88bf5a7fb1e3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.270593471825123, -2.3393177688121796, -2.092096768319607, -1.898960329592228
LBFGS Accumulation History: 3 points
Removed measurement 22687d02 to history. Total: 3
th(0)=-3.270593471825123;dx=-1.961738184768331E-9
New Minimum: -3.270593471825123 > -3.3039062544703484
END: th(1.0858350837760696E7)=-3.3039062544703484; dx=-1.5116198366449427E-9 evalInputDelta=0.033312782645225525
Fitness changed from -3.270593471825123 to -3.3039062544703484
Iteration 10 complete. Error: -3.3039062544703484 Total: 84.7270; Orientation: 0.6323; Line Search: 56.2892
Adding measurement 15fdfa5f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.764e+03, gradient 4.318e-05, dot -0.560; [2f59d469-764b-4f6c-9ff7-88bf5a7fb1e3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.3039062544703484, -2.3393177688121796, -2.092096768319607, -1.898960329592228
LBFGS Accumulation History: 3 points
Removed measurement 15fdfa5f to history. Total: 3
th(0)=-3.3039062544703484;dx=-1.7019776928889628E-9
New Minimum: -3.3039062544703484 > -3.3463828675448895
END: th(2.339360772140841E7)=-3.3463828675448895; dx=-7.489678345037198E-10 evalInputDelta=0.04247661307454109
Fitness changed from -3.3039062544703484 to -3.3463828675448895
Iteration 11 complete. Error: -3.3463828675448895 Total: 83.8000; Orientation: 0.6350; Line Search: 54.1125
Adding measurement ea52434 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.818e+03, gradient 4.469e-05, dot -0.488; [2f59d469-764b-4f6c-9ff7-88bf5a7fb1e3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.3463828675448895, -2.3393177688121796, -2.092096768319607, -1.898960329592228
LBFGS Accumulation History: 3 points
Removed measurement ea52434 to history. Total: 3
th(0)=-3.3463828675448895;dx=-1.8161355466570456E-9
Armijo: th(5.0400000000000015E7)=-3.276460889726877; dx=4.5138872123797646E-10 evalInputDelta=-0.06992197781801224
New Minimum: -3.3463828675448895 > -3.3566204980015755
END: th(2.5200000000000007E7)=-3.3566204980015755; dx=-1.1586483272110791E-10 evalInputDelta=0.01023763045668602
Fitness changed from -3.3463828675448895 to -3.3566204980015755
Iteration 12 complete. Error: -3.3566204980015755 Total: 105.7162; Orientation: 0.6213; Line Search: 78.9173
Adding measurement 5ed708ed to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.140e+03, gradient 6.478e-05, dot -0.357; [2f59d469-764b-4f6c-9ff7-88bf5a7fb1e3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.3566204980015755, -2.3393177688121796, -2.092096768319607, -1.898960329592228
LBFGS Accumulation History: 3 points
Removed measurement 5ed708ed to history. Total: 3
th(0)=-3.3566204980015755;dx=-3.889491798867658E-9
Armijo: th(5.429175418880349E7)=-2.7737093418836594; dx=4.0538166275337544E-9 evalInputDelta=-0.5829111561179161
Armijo: th(2.7145877094401743E7)=-3.242396418005228; dx=3.4988145206206478E-9 evalInputDelta=-0.11422407999634743
New Minimum: -3.3566204980015755 > -3.3934495467692614
END: th(9048625.698133914)=-3.3934495467692614; dx=-4.053664065284944E-10 evalInputDelta=0.03682904876768589
Fitness changed from -3.3566204980015755 to -3.3934495467692614
Iteration 13 complete. Error: -3.3934495467692614 Total: 136.6880; Orientation: 0.6169; Line Search: 109.7448
Adding measurement 2c80d444 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.937e+03, gradient 4.195e-05, dot -0.465; [2f59d469-764b-4f6c-9ff7-88bf5a7fb1e3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.3934495467692614, -2.3393177688121796, -2.092096768319607, -1.898960329592228
LBFGS Accumulation History: 3 points
Removed measurement 2c80d444 to history. Total: 3
th(0)=-3.3934495467692614;dx=-1.459536943798842E-9
New Minimum: -3.3934495467692614 > -3.404111582785845
END: th(1.9494673101173677E7)=-3.404111582785845; dx=-1.4755807692072787E-10 evalInputDelta=0.010662036016583443
Fitness changed from -3.3934495467692614 to -3.404111582785845
Iteration 14 complete. Error: -3.404111582785845 Total: 84.1301; Orientation: 0.6151; Line Search: 54.5295
Adding measurement 67af06e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.270e+03, gradient 5.115e-05, dot -0.406; [2f59d469-764b-4f6c-9ff7-88bf5a7fb1e3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.404111582785845, -2.3393177688121796, -2.092096768319607, -1.898960329592228
LBFGS Accumulation History: 3 points
Removed measurement 67af06e to history. Total: 3
th(0)=-3.404111582785845;dx=-2.4510864613758346E-9
Armijo: th(4.2000000000000015E7)=-3.231852024793625; dx=2.4038740147941657E-9 evalInputDelta=-0.17225955799221992
Armijo: th(2.1000000000000007E7)=-3.3998061735183; dx=1.0388575886108059E-9 evalInputDelta=-0.004305409267544746
New Minimum: -3.404111582785845 > -3.4274166990071535
END: th(7000000.000000003)=-3.4274166990071535; dx=-1.0023475280720561E-9 evalInputDelta=0.023305116221308708
Fitness changed from -3.404111582785845 to -3.4274166990071535
Iteration 15 complete. Error: -3.4274166990071535 Total: 141.1528; Orientation: 0.6264; Line Search: 112.2178
Adding measurement 22c3cd24 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.219e+03, gradient 3.403e-05, dot -0.564; [2f59d469-764b-4f6c-9ff7-88bf5a7fb1e3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.4274166990071535, -2.3393177688121796, -2.092096768319607, -1.898960329592228
LBFGS Accumulation History: 3 points
Removed measurement 22c3cd24 to history. Total: 3
th(0)=-3.4274166990071535;dx=-1.040059352206407E-9
New Minimum: -3.4274166990071535 > -3.439886525273323
END: th(1.5081042830223193E7)=-3.439886525273323; dx=-7.480565272439973E-10 evalInputDelta=0.012469826266169548
Fitness changed from -3.4274166990071535 to -3.439886525273323
Iteration 16 complete. Error: -3.439886525273323 Total: 82.9445; Orientation: 0.6228; Line Search: 55.7824
Adding measurement 3b7400fe to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.324e+03, gradient 3.283e-05, dot -0.571; [2f59d469-764b-4f6c-9ff7-88bf5a7fb1e3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.439886525273323, -2.3393177688121796, -2.092096768319607, -1.898960329592228
LBFGS Accumulation History: 3 points
Removed measurement 3b7400fe to history. Total: 3
th(0)=-3.439886525273323;dx=-8.550982810807439E-10
New Minimum: -3.439886525273323 > -3.4482430554926395
END: th(3.249112183528947E7)=-3.4482430554926395; dx=-4.2337106854368E-10 evalInputDelta=0.008356530219316483
Fitness changed from -3.439886525273323 to -3.4482430554926395
Iteration 17 complete. Error: -3.4482430554926395 Total: 84.6372; Orientation: 0.6238; Line Search: 55.1877
Adding measurement 440723b1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.344e+03, gradient 4.157e-05, dot -0.414; [2f59d469-764b-4f6c-9ff7-88bf5a7fb1e3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.4482430554926395, -2.3393177688121796, -2.092096768319607, -1.898960329592228
LBFGS Accumulation History: 3 points
Removed measurement 440723b1 to history. Total: 3
th(0)=-3.4482430554926395;dx=-1.5970950702059452E-9
Armijo: th(7.000000000000004E7)=-3.2381600253283978; dx=9.610410163278212E-10 evalInputDelta=-0.2100830301642418
Armijo: th(3.500000000000002E7)=-3.4105614125728607; dx=4.0305353494273635E-10 evalInputDelta=-0.037681642919778824
New Minimum: -3.4482430554926395 > -3.459930684417486
END: th(1.1666666666666673E7)=-3.459930684417486; dx=-3.0679323589142925E-10 evalInputDelta=0.01168762892484665
Fitness changed from -3.4482430554926395 to -3.459930684417486
Iteration 18 complete. Error: -3.459930684417486 Total: 140.3657; Orientation: 0.6248; Line Search: 111.5103
Adding measurement 1db2f840 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.472e+03, gradient 3.416e-05, dot -0.499; [2f59d469-764b-4f6c-9ff7-88bf5a7fb1e3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.459930684417486, -2.3393177688121796, -2.092096768319607, -1.898960329592228
LBFGS Accumulation History: 3 points
Removed measurement 1db2f840 to history. Total: 3
th(0)=-3.459930684417486;dx=-8.153595408875312E-10
New Minimum: -3.459930684417486 > -3.461695959791541
WOLF (strong): th(2.5135071383705325E7)=-3.461695959791541; dx=4.716421225233655E-12 evalInputDelta=0.0017652753740549088
New Minimum: -3.461695959791541 > -3.469196006655693
END: th(1.2567535691852663E7)=-3.469196006655693; dx=-4.632082200876276E-10 evalInputDelta=0.009265322238206863
Fitness changed from -3.459930684417486 to -3.469196006655693
Iteration 19 complete. Error: -3.469196006655693 Total: 113.0289; Orientation: 0.6246; Line Search: 84.0953
Adding measurement 7a9aa930 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.477e+03, gradient 3.160e-05, dot -0.518; [2f59d469-764b-4f6c-9ff7-88bf5a7fb1e3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.469196006655693, -2.3393177688121796, -2.092096768319607, -1.898960329592228
LBFGS Accumulation History: 3 points
Removed measurement 7a9aa930 to history. Total: 3
th(0)=-3.469196006655693;dx=-8.614787053802056E-10
New Minimum: -3.469196006655693 > -3.4703637212514877
END: th(2.707593486274123E7)=-3.4703637212514877; dx=-2.767171366779534E-10 evalInputDelta=0.0011677145957946777
Fitness changed from -3.469196006655693 to -3.4703637212514877
Iteration 20 complete. Error: -3.4703637212514877 Total: 80.7018; Orientation: 0.6167; Line Search: 54.0985
Final threshold in iteration 21: -3.4703637212514877 (> -Infinity) after 2289.923s (< 3600.000s)
