Reset training subject: 1883546181500
Reset training subject: 1886497860100
Adding measurement 3b30409 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=10.35408703610301;dx=-3.776855689977443E-5
New Minimum: 10.35408703610301 > 10.353973120450974
WOLFE (weak): th(2.154434690031884)=10.353973120450974; dx=-3.7919404203649596E-5 evalInputDelta=1.1391565203666687E-4
New Minimum: 10.353973120450974 > 10.353859652765095
WOLFE (weak): th(4.308869380063768)=10.353859652765095; dx=-3.781436991484864E-5 evalInputDelta=2.273833379149437E-4
New Minimum: 10.353859652765095 > 10.353405725210905
WOLFE (weak): th(12.926608140191302)=10.353405725210905; dx=-3.7963848400697184E-5 evalInputDelta=6.813108921051025E-4
New Minimum: 10.353405725210905 > 10.351360091939569
WOLFE (weak): th(51.70643256076521)=10.351360091939569; dx=-3.799407109314479E-5 evalInputDelta=0.002726944163441658
New Minimum: 10.351360091939569 > 10.34041895531118
WOLFE (weak): th(258.53216280382605)=10.34041895531118; dx=-3.826242518314739E-5 evalInputDelta=0.013668080791831017
New Minimum: 10.34041895531118 > 10.271617814898491
WOLFE (weak): th(1551.1929768229563)=10.271617814898491; dx=-3.884888502621447E-5 evalInputDelta=0.08246922120451927
New Minimum: 10.271617814898491 > 9.816199146211147
END: th(10858.350837760694)=9.816199146211147; dx=-3.163945414364738E-5 evalInputDelta=0.5378878898918629
Fitness changed from 10.35408703610301 to 9.816199146211147
Iteration 1 complete. Error: 9.816199146211147 Total: 26.8196; Orientation: 0.0236; Line Search: 18.8956
Adding measurement 39c8101c to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=9.816199146211147;dx=-3.6241698975934716E-5
New Minimum: 9.816199146211147 > 8.909795988351107
END: th(23393.607721408407)=8.909795988351107; dx=-2.102559375297887E-5 evalInputDelta=0.9064031578600407
Fitness changed from 9.816199146211147 to 8.909795988351107
Iteration 2 complete. Error: 8.909795988351107 Total: 6.9954; Orientation: 0.0023; Line Search: 4.6446
Adding measurement 4a24170b to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=8.909795988351107;dx=-2.3226698250180668E-5
New Minimum: 8.909795988351107 > 7.655575022101402
END: th(50400.00000000001)=7.655575022101402; dx=-1.656171997909548E-5 evalInputDelta=1.2542209662497044
Fitness changed from 8.909795988351107 to 7.655575022101402
Iteration 3 complete. Error: 7.655575022101402 Total: 7.0837; Orientation: 0.0016; Line Search: 4.7271
Adding measurement 24df8abf to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.788e+03, gradient 4.469e-03, dot -0.641; [53d40962-3239-483b-847e-e5ba33cf1a56 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.655575022101402, 8.909795988351107, 9.816199146211147, 10.35408703610301
LBFGS Accumulation History: 3 points
Removed measurement 24df8abf to history. Total: 3
th(0)=7.655575022101402;dx=-1.9880676580165878E-5
New Minimum: 7.655575022101402 > 5.671057373285294
END: th(108583.50837760697)=5.671057373285294; dx=-1.1098950827554716E-5 evalInputDelta=1.9845176488161087
Fitness changed from 7.655575022101402 to 5.671057373285294
Iteration 4 complete. Error: 5.671057373285294 Total: 7.7667; Orientation: 0.0559; Line Search: 5.3499
Adding measurement 7590ce28 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.264e+03, gradient 3.338e-03, dot -0.632; [53d40962-3239-483b-847e-e5ba33cf1a56 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.671057373285294, 8.909795988351107, 9.816199146211147, 10.35408703610301
LBFGS Accumulation History: 3 points
Removed measurement 7590ce28 to history. Total: 3
th(0)=5.671057373285294;dx=-1.1084018929306884E-5
New Minimum: 5.671057373285294 > 3.8638629764318466
END: th(233936.07721408413)=3.8638629764318466; dx=-4.0837852445256085E-6 evalInputDelta=1.807194396853447
Fitness changed from 5.671057373285294 to 3.8638629764318466
Iteration 5 complete. Error: 3.8638629764318466 Total: 7.1236; Orientation: 0.0279; Line Search: 4.6776
Adding measurement 2161cc6f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.566e+03, gradient 2.164e-03, dot -0.490; [53d40962-3239-483b-847e-e5ba33cf1a56 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.8638629764318466, 8.909795988351107, 9.816199146211147, 10.35408703610301
LBFGS Accumulation History: 3 points
Removed measurement 2161cc6f to history. Total: 3
th(0)=3.8638629764318466;dx=-4.6527550730537634E-6
New Minimum: 3.8638629764318466 > 2.874810516834259
END: th(504000.0000000002)=2.874810516834259; dx=-7.912354103970732E-7 evalInputDelta=0.9890524595975876
Fitness changed from 3.8638629764318466 to 2.874810516834259
Iteration 6 complete. Error: 2.874810516834259 Total: 7.1459; Orientation: 0.0273; Line Search: 4.7438
Adding measurement 1de8248f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.966e+02, gradient 4.204e-03, dot -0.128; [53d40962-3239-483b-847e-e5ba33cf1a56 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.874810516834259, 8.909795988351107, 9.816199146211147, 10.35408703610301
LBFGS Accumulation History: 3 points
Removed measurement 1de8248f to history. Total: 3
th(0)=2.874810516834259;dx=-1.757237542867859E-5
Armijo: th(1085835.0837760698)=6.306377694010735; dx=3.669217526673524E-6 evalInputDelta=-3.4315671771764755
Armijo: th(542917.5418880349)=4.628931403160095; dx=1.9569042930464005E-6 evalInputDelta=-1.7541208863258362
Armijo: th(180972.5139626783)=3.084021992981434; dx=5.189556541860854E-6 evalInputDelta=-0.20921147614717484
New Minimum: 2.874810516834259 > 2.3827737271785736
END: th(45243.12849066957)=2.3827737271785736; dx=-2.5077399265665794E-6 evalInputDelta=0.4920367896556854
Fitness changed from 2.874810516834259 to 2.3827737271785736
Iteration 7 complete. Error: 2.3827737271785736 Total: 14.1161; Orientation: 0.1072; Line Search: 11.6342
Adding measurement 21ec5672 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.177e+03, gradient 1.452e-03, dot -0.421; [53d40962-3239-483b-847e-e5ba33cf1a56 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.3827737271785736, 8.909795988351107, 9.816199146211147, 10.35408703610301
LBFGS Accumulation History: 3 points
Removed measurement 21ec5672 to history. Total: 3
th(0)=2.3827737271785736;dx=-2.092680818755561E-6
New Minimum: 2.3827737271785736 > 2.17501537501812
END: th(97473.3655058684)=2.17501537501812; dx=-1.686098195588579E-6 evalInputDelta=0.2077583521604538
Fitness changed from 2.3827737271785736 to 2.17501537501812
Iteration 8 complete. Error: 2.17501537501812 Total: 7.0651; Orientation: 0.0247; Line Search: 4.6747
Adding measurement 5b4999f8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.123e+03, gradient 1.277e-03, dot -0.457; [53d40962-3239-483b-847e-e5ba33cf1a56 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.17501537501812, 8.909795988351107, 9.816199146211147, 10.35408703610301
LBFGS Accumulation History: 3 points
Removed measurement 5b4999f8 to history. Total: 3
th(0)=2.17501537501812;dx=-1.6202028346494E-6
New Minimum: 2.17501537501812 > 1.829394981265068
END: th(210000.0000000001)=1.829394981265068; dx=-1.297489274050567E-6 evalInputDelta=0.34562039375305176
Fitness changed from 2.17501537501812 to 1.829394981265068
Iteration 9 complete. Error: 1.829394981265068 Total: 6.9936; Orientation: 0.0237; Line Search: 4.6661
Adding measurement 7cbe3d05 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.155e+03, gradient 1.130e-03, dot -0.514; [53d40962-3239-483b-847e-e5ba33cf1a56 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.829394981265068, 8.909795988351107, 9.816199146211147, 10.35408703610301
LBFGS Accumulation History: 3 points
Removed measurement 7cbe3d05 to history. Total: 3
th(0)=1.829394981265068;dx=-1.2693865333917068E-6
New Minimum: 1.829394981265068 > 1.3006521239876747
END: th(452431.2849066958)=1.3006521239876747; dx=-8.317883539279733E-7 evalInputDelta=0.5287428572773933
Fitness changed from 1.829394981265068 to 1.3006521239876747
Iteration 10 complete. Error: 1.3006521239876747 Total: 7.4979; Orientation: 0.0249; Line Search: 4.7340
Adding measurement 2838f58c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.079e+03, gradient 1.215e-03, dot -0.422; [53d40962-3239-483b-847e-e5ba33cf1a56 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.3006521239876747, 8.909795988351107, 9.816199146211147, 10.35408703610301
LBFGS Accumulation History: 3 points
Removed measurement 2838f58c to history. Total: 3
th(0)=1.3006521239876747;dx=-1.470570377123654E-6
Armijo: th(974733.6550586841)=1.5535898804664612; dx=4.352053856786538E-7 evalInputDelta=-0.25293775647878647
New Minimum: 1.3006521239876747 > 1.2365703135728836
WOLF (strong): th(487366.82752934203)=1.2365703135728836; dx=3.3305032160816704E-7 evalInputDelta=0.06408181041479111
New Minimum: 1.2365703135728836 > 1.1504328548908234
END: th(162455.60917644735)=1.1504328548908234; dx=-3.7280893471903125E-7 evalInputDelta=0.15021926909685135
Fitness changed from 1.3006521239876747 to 1.1504328548908234
Iteration 11 complete. Error: 1.1504328548908234 Total: 11.6675; Orientation: 0.0241; Line Search: 9.2626
Adding measurement 1461af21 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.219e+03, gradient 1.212e-03, dot -0.457; [53d40962-3239-483b-847e-e5ba33cf1a56 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.1504328548908234, 8.909795988351107, 9.816199146211147, 10.35408703610301
LBFGS Accumulation History: 3 points
Removed measurement 1461af21 to history. Total: 3
th(0)=1.1504328548908234;dx=-1.4588074519051595E-6
New Minimum: 1.1504328548908234 > 1.1259434968233109
WOLF (strong): th(350000.00000000023)=1.1259434968233109; dx=9.57126786295405E-7 evalInputDelta=0.024489358067512512
New Minimum: 1.1259434968233109 > 0.9940716102719307
END: th(175000.00000000012)=0.9940716102719307; dx=-8.669332692215824E-8 evalInputDelta=0.15636124461889267
Fitness changed from 1.1504328548908234 to 0.9940716102719307
Iteration 12 complete. Error: 0.9940716102719307 Total: 9.3193; Orientation: 0.0239; Line Search: 6.9769
Adding measurement 4e7215a3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.002e+03, gradient 1.344e-03, dot -0.347; [53d40962-3239-483b-847e-e5ba33cf1a56 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.9940716102719307, 8.909795988351107, 9.816199146211147, 10.35408703610301
LBFGS Accumulation History: 3 points
Removed measurement 4e7215a3 to history. Total: 3
th(0)=0.9940716102719307;dx=-1.7855084875484425E-6
Armijo: th(377026.0707555799)=1.0521933138370514; dx=8.341455454844395E-7 evalInputDelta=-0.0581217035651207
New Minimum: 0.9940716102719307 > 0.878919430077076
WOLF (strong): th(188513.03537778996)=0.878919430077076; dx=2.166659320249026E-7 evalInputDelta=0.11515218019485474
END: th(62837.67845926332)=0.898215189576149; dx=-8.870203920140408E-7 evalInputDelta=0.09585642069578171
Fitness changed from 0.9940716102719307 to 0.878919430077076
Iteration 13 complete. Error: 0.878919430077076 Total: 11.7548; Orientation: 0.0234; Line Search: 9.3863
Adding measurement 3cf8b6d5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.285e+03, gradient 1.364e-03, dot -0.405; [53d40962-3239-483b-847e-e5ba33cf1a56 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.878919430077076, 8.909795988351107, 9.816199146211147, 10.35408703610301
LBFGS Accumulation History: 3 points
Removed measurement 3cf8b6d5 to history. Total: 3
th(0)=0.878919430077076;dx=-1.850631273946715E-6
New Minimum: 0.878919430077076 > 0.6911020427942276
END: th(135379.67431370614)=0.6911020427942276; dx=-3.498416918038159E-7 evalInputDelta=0.18781738728284836
Fitness changed from 0.878919430077076 to 0.6911020427942276
Iteration 14 complete. Error: 0.6911020427942276 Total: 7.0347; Orientation: 0.0239; Line Search: 4.6902
Adding measurement 6cf1b064 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.081e+03, gradient 9.113e-04, dot -0.515; [53d40962-3239-483b-847e-e5ba33cf1a56 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.6911020427942276, 8.909795988351107, 9.816199146211147, 10.35408703610301
LBFGS Accumulation History: 3 points
Removed measurement 6cf1b064 to history. Total: 3
th(0)=0.6911020427942276;dx=-8.257669611050612E-7
New Minimum: 0.6911020427942276 > 0.5018063858151436
END: th(291666.66666666686)=0.5018063858151436; dx=-4.050053359157826E-7 evalInputDelta=0.18929565697908401
Fitness changed from 0.6911020427942276 to 0.5018063858151436
Iteration 15 complete. Error: 0.5018063858151436 Total: 7.2050; Orientation: 0.0283; Line Search: 4.7440
Adding measurement 4def1597 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.263e+03, gradient 1.046e-03, dot -0.490; [53d40962-3239-483b-847e-e5ba33cf1a56 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.5018063858151436, 8.909795988351107, 9.816199146211147, 10.35408703610301
LBFGS Accumulation History: 3 points
Removed measurement 4def1597 to history. Total: 3
th(0)=0.5018063858151436;dx=-1.0871532384783044E-6
Armijo: th(628376.7845926333)=0.9534985944628716; dx=1.673258169054657E-6 evalInputDelta=-0.45169220864772797
New Minimum: 0.5018063858151436 > 0.422221377491951
WOLF (strong): th(314188.3922963166)=0.422221377491951; dx=5.48152544132853E-7 evalInputDelta=0.0795850083231926
New Minimum: 0.422221377491951 > 0.39897321164608
END: th(104729.46409877221)=0.39897321164608; dx=-5.54431662157796E-7 evalInputDelta=0.10283317416906357
Fitness changed from 0.5018063858151436 to 0.39897321164608
Iteration 16 complete. Error: 0.39897321164608 Total: 12.4316; Orientation: 0.0279; Line Search: 10.0358
Adding measurement 78d232ff to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.130e+03, gradient 7.820e-04, dot -0.590; [53d40962-3239-483b-847e-e5ba33cf1a56 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.39897321164608, 8.909795988351107, 9.816199146211147, 10.35408703610301
LBFGS Accumulation History: 3 points
Removed measurement 78d232ff to history. Total: 3
th(0)=0.39897321164608;dx=-6.066735792077711E-7
New Minimum: 0.39897321164608 > 0.2554274871945381
END: th(225632.7905228436)=0.2554274871945381; dx=-5.389521605435953E-7 evalInputDelta=0.1435457244515419
Fitness changed from 0.39897321164608 to 0.2554274871945381
Iteration 17 complete. Error: 0.2554274871945381 Total: 7.0649; Orientation: 0.0240; Line Search: 4.7081
Adding measurement 2a53d401 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.156e+03, gradient 7.424e-04, dot -0.615; [53d40962-3239-483b-847e-e5ba33cf1a56 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.2554274871945381, 8.909795988351107, 9.816199146211147, 10.35408703610301
LBFGS Accumulation History: 3 points
Removed measurement 2a53d401 to history. Total: 3
th(0)=0.2554274871945381;dx=-5.476147617259816E-7
New Minimum: 0.2554274871945381 > -1.3885647058486938E-4
END: th(486111.11111111153)=-1.3885647058486938E-4; dx=-4.2529724128743303E-7 evalInputDelta=0.255566343665123
Fitness changed from 0.2554274871945381 to -1.3885647058486938E-4
Iteration 18 complete. Error: -1.3885647058486938E-4 Total: 7.0986; Orientation: 0.0236; Line Search: 4.7122
Adding measurement ae46471 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.013e+03, gradient 7.956e-04, dot -0.489; [53d40962-3239-483b-847e-e5ba33cf1a56 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.3885647058486938E-4, 8.909795988351107, 9.816199146211147, 10.35408703610301
LBFGS Accumulation History: 3 points
Removed measurement ae46471 to history. Total: 3
th(0)=-1.3885647058486938E-4;dx=-6.292744621739891E-7
Armijo: th(1047294.6409877222)=0.018261931836605072; dx=2.297408946505121E-7 evalInputDelta=-0.01840078830718994
New Minimum: -1.3885647058486938E-4 > -0.1160186380147934
WOLF (strong): th(523647.3204938611)=-0.1160186380147934; dx=4.157939805509216E-8 evalInputDelta=0.11587978154420853
END: th(174549.10683128703)=-0.08951238542795181; dx=-3.124278664569304E-7 evalInputDelta=0.08937352895736694
Fitness changed from -1.3885647058486938E-4 to -0.1160186380147934
Iteration 19 complete. Error: -0.1160186380147934 Total: 11.6386; Orientation: 0.0232; Line Search: 9.2831
Adding measurement 67d6007a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.436e+03, gradient 1.404e-03, dot -0.351; [53d40962-3239-483b-847e-e5ba33cf1a56 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.1160186380147934, 8.909795988351107, 9.816199146211147, 10.35408703610301
LBFGS Accumulation History: 3 points
Removed measurement 67d6007a to history. Total: 3
th(0)=-0.1160186380147934;dx=-1.951625030488152E-6
Armijo: th(376054.6508714061)=0.12433356046676636; dx=2.715985154138684E-6 evalInputDelta=-0.24035219848155975
New Minimum: -0.1160186380147934 > -0.2940545231103897
WOLF (strong): th(188027.32543570304)=-0.2940545231103897; dx=3.8951922309596925E-7 evalInputDelta=0.1780358850955963
END: th(62675.775145234344)=-0.24003183841705322; dx=-1.212836395524546E-6 evalInputDelta=0.12401320040225983
Fitness changed from -0.1160186380147934 to -0.2940545231103897
Iteration 20 complete. Error: -0.2940545231103897 Total: 11.7876; Orientation: 0.0229; Line Search: 9.3912
Final threshold in iteration 21: -0.2940545231103897 (> -Infinity) after 195.610s (< 5400.000s)
