Reset training subject: 1149445035006
Reset training subject: 1168885590097
Adding measurement 48d7f85e to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=10.078982278704643;dx=-2.7505656413680414E-7
New Minimum: 10.078982278704643 > 10.078982263803482
WOLFE (weak): th(2.154434690031884)=10.078982263803482; dx=-2.722413843836959E-7 evalInputDelta=1.4901161193847656E-8
New Minimum: 10.078982263803482 > 10.078981786966324
WOLFE (weak): th(4.308869380063768)=10.078981786966324; dx=-2.722525893995153E-7 evalInputDelta=4.917383193969727E-7
New Minimum: 10.078981786966324 > 10.078976809978485
WOLFE (weak): th(12.926608140191302)=10.078976809978485; dx=-2.72246233977803E-7 evalInputDelta=5.46872615814209E-6
New Minimum: 10.078976809978485 > 10.07896077632904
WOLFE (weak): th(51.70643256076521)=10.07896077632904; dx=-2.7226478576074107E-7 evalInputDelta=2.1502375602722168E-5
New Minimum: 10.07896077632904 > 10.078875556588173
WOLFE (weak): th(258.53216280382605)=10.078875556588173; dx=-2.7225055338389086E-7 evalInputDelta=1.0672211647033691E-4
New Minimum: 10.078875556588173 > 10.078343585133553
WOLFE (weak): th(1551.1929768229563)=10.078343585133553; dx=-2.72243576789263E-7 evalInputDelta=6.386935710906982E-4
New Minimum: 10.078343585133553 > 10.07451245188713
WOLFE (weak): th(10858.350837760694)=10.07451245188713; dx=-2.720945856367916E-7 evalInputDelta=0.004469826817512512
New Minimum: 10.07451245188713 > 10.04331150650978
WOLFE (weak): th(86866.80670208555)=10.04331150650978; dx=-2.7112153325487794E-7 evalInputDelta=0.035670772194862366
New Minimum: 10.04331150650978 > 9.765333250164986
WOLFE (weak): th(781801.26031877)=9.765333250164986; dx=-2.613941202848847E-7 evalInputDelta=0.3136490285396576
New Minimum: 9.765333250164986 > 7.760305121541023
END: th(7818012.6031877)=7.760305121541023; dx=-1.6039839232031035E-7 evalInputDelta=2.31867715716362
Fitness changed from 10.078982278704643 to 7.760305121541023
Iteration 1 complete. Error: 7.760305121541023 Total: 262.6680; Orientation: 0.0410; Line Search: 207.8321
Iteration 1
Adding measurement 555d55d6 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=7.760305121541023;dx=-1.7954362831084294E-7
New Minimum: 7.760305121541023 > 5.5898276418447495
END: th(1.684339755941405E7)=5.5898276418447495; dx=-6.898169208933042E-8 evalInputDelta=2.170477479696274
Fitness changed from 7.760305121541023 to 5.5898276418447495
Iteration 2 complete. Error: 5.5898276418447495 Total: 55.2987; Orientation: 0.0441; Line Search: 36.9685
Iteration 2
Adding measurement 5c33922 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=5.5898276418447495;dx=-1.2235124815181695E-7
New Minimum: 5.5898276418447495 > 4.121143162250519
END: th(3.6288E7)=4.121143162250519; dx=-2.2315784732778658E-8 evalInputDelta=1.4686844795942307
Fitness changed from 5.5898276418447495 to 4.121143162250519
Iteration 3 complete. Error: 4.121143162250519 Total: 54.4402; Orientation: 0.0459; Line Search: 36.2575
Iteration 3
Adding measurement 47dee73d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.585e+04, gradient 3.178e-04, dot -0.411; [9c2abd0b-80a0-49a6-ae6a-f82089fa0131 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.121143162250519, 5.5898276418447495, 7.760305121541023, 10.078982278704643
LBFGS Accumulation History: 3 points
Removed measurement 47dee73d to history. Total: 3
th(0)=4.121143162250519;dx=-1.0101581083446218E-7
Armijo: th(7.8180126031877E7)=4.186735510826111; dx=6.313598322735799E-9 evalInputDelta=-0.06559234857559204
New Minimum: 4.121143162250519 > 2.6671874076128006
END: th(3.90900630159385E7)=2.6671874076128006; dx=-1.022826107595562E-8 evalInputDelta=1.4539557546377182
Fitness changed from 4.121143162250519 to 2.6671874076128006
Iteration 4 complete. Error: 2.6671874076128006 Total: 74.9732; Orientation: 1.0285; Line Search: 56.1394
Iteration 4
Adding measurement 175c6107 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.159e+04, gradient 2.352e-04, dot -0.381; [9c2abd0b-80a0-49a6-ae6a-f82089fa0131 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.6671874076128006, 5.5898276418447495, 7.760305121541023, 10.078982278704643
LBFGS Accumulation History: 3 points
Removed measurement 175c6107 to history. Total: 3
th(0)=2.6671874076128006;dx=-5.531207619355138E-8
New Minimum: 2.6671874076128006 > 2.643863782286644
WOLF (strong): th(8.421698779707026E7)=2.643863782286644; dx=4.833424573691619E-9 evalInputDelta=0.023323625326156616
New Minimum: 2.643863782286644 > 1.6192867159843445
END: th(4.210849389853513E7)=1.6192867159843445; dx=-8.073515746721152E-9 evalInputDelta=1.0479006916284561
Fitness changed from 2.6671874076128006 to 1.6192867159843445
Iteration 5 complete. Error: 1.6192867159843445 Total: 72.8374; Orientation: 0.9849; Line Search: 53.8380
Iteration 5
Adding measurement 54430e35 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.866e+03, gradient 1.965e-04, dot -0.363; [9c2abd0b-80a0-49a6-ae6a-f82089fa0131 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.6192867159843445, 5.5898276418447495, 7.760305121541023, 10.078982278704643
LBFGS Accumulation History: 3 points
Removed measurement 54430e35 to history. Total: 3
th(0)=1.6192867159843445;dx=-3.86063752409226E-8
Armijo: th(9.072000000000001E7)=1.9366527497768402; dx=6.557520377144091E-9 evalInputDelta=-0.3173660337924957
New Minimum: 1.6192867159843445 > 0.889581024646759
END: th(4.536000000000001E7)=0.889581024646759; dx=-3.0885029477058195E-9 evalInputDelta=0.7297056913375854
Fitness changed from 1.6192867159843445 to 0.889581024646759
Iteration 6 complete. Error: 0.889581024646759 Total: 76.3252; Orientation: 0.9682; Line Search: 58.7723
Adding measurement 45ec1d13 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.798e+03, gradient 1.845e-04, dot -0.346; [9c2abd0b-80a0-49a6-ae6a-f82089fa0131 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.889581024646759, 5.5898276418447495, 7.760305121541023, 10.078982278704643
LBFGS Accumulation History: 3 points
Removed measurement 45ec1d13 to history. Total: 3
th(0)=0.889581024646759;dx=-3.404169281974809E-8
Armijo: th(9.772515753984627E7)=2.026379480957985; dx=1.3119261725768357E-8 evalInputDelta=-1.136798456311226
New Minimum: 0.889581024646759 > 0.6469179838895798
WOLF (strong): th(4.8862578769923136E7)=0.6469179838895798; dx=4.612309620985919E-9 evalInputDelta=0.24266304075717926
New Minimum: 0.6469179838895798 > 0.4312129020690918
END: th(1.6287526256641045E7)=0.4312129020690918; dx=-1.4678175381441381E-8 evalInputDelta=0.45836812257766724
Fitness changed from 0.889581024646759 to 0.4312129020690918
Iteration 7 complete. Error: 0.4312129020690918 Total: 90.1611; Orientation: 0.9859; Line Search: 71.3387
Adding measurement 5399f5b2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.326e+03, gradient 1.400e-04, dot -0.388; [9c2abd0b-80a0-49a6-ae6a-f82089fa0131 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.4312129020690918, 5.5898276418447495, 7.760305121541023, 10.078982278704643
LBFGS Accumulation History: 3 points
Removed measurement 5399f5b2 to history. Total: 3
th(0)=0.4312129020690918;dx=-1.9597554918507974E-8
New Minimum: 0.4312129020690918 > 0.019696682691574097
END: th(3.509041158211262E7)=0.019696682691574097; dx=-7.429097117095612E-9 evalInputDelta=0.4115162193775177
Fitness changed from 0.4312129020690918 to 0.019696682691574097
Iteration 8 complete. Error: 0.019696682691574097 Total: 53.0207; Orientation: 0.9856; Line Search: 35.1623
Adding measurement 12070191 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.591e+03, gradient 1.304e-04, dot -0.374; [9c2abd0b-80a0-49a6-ae6a-f82089fa0131 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.019696682691574097, 5.5898276418447495, 7.760305121541023, 10.078982278704643
LBFGS Accumulation History: 3 points
Removed measurement 12070191 to history. Total: 3
th(0)=0.019696682691574097;dx=-1.6999829097092133E-8
Armijo: th(7.560000000000003E7)=0.14644670486450195; dx=6.208137192432188E-10 evalInputDelta=-0.12675002217292786
New Minimum: 0.019696682691574097 > -0.22636300325393677
END: th(3.7800000000000015E7)=-0.22636300325393677; dx=-3.923019202117677E-9 evalInputDelta=0.24605968594551086
Fitness changed from 0.019696682691574097 to -0.22636300325393677
Iteration 9 complete. Error: -0.22636300325393677 Total: 76.0099; Orientation: 0.9733; Line Search: 56.1032
Adding measurement 25c68faa to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.186e+03, gradient 1.385e-04, dot -0.355; [9c2abd0b-80a0-49a6-ae6a-f82089fa0131 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.22636300325393677, 5.5898276418447495, 7.760305121541023, 10.078982278704643
LBFGS Accumulation History: 3 points
Removed measurement 25c68faa to history. Total: 3
th(0)=-0.22636300325393677;dx=-1.916319276708439E-8
Armijo: th(8.143763128320524E7)=0.2786012440919876; dx=4.943906945664085E-9 evalInputDelta=-0.5049642473459244
New Minimum: -0.22636300325393677 > -0.3781220465898514
WOLF (strong): th(4.071881564160262E7)=-0.3781220465898514; dx=6.648885213983512E-10 evalInputDelta=0.1517590433359146
New Minimum: -0.3781220465898514 > -0.442013218998909
END: th(1.3572938547200873E7)=-0.442013218998909; dx=-8.801476343306307E-9 evalInputDelta=0.21565021574497223
Fitness changed from -0.22636300325393677 to -0.442013218998909
Iteration 10 complete. Error: -0.442013218998909 Total: 94.9179; Orientation: 0.9778; Line Search: 74.1905
Iteration 10
Adding measurement 78b764ff to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.369e+03, gradient 1.064e-04, dot -0.389; [9c2abd0b-80a0-49a6-ae6a-f82089fa0131 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.442013218998909, 5.5898276418447495, 7.760305121541023, 10.078982278704643
LBFGS Accumulation History: 3 points
Removed measurement 78b764ff to history. Total: 3
th(0)=-0.442013218998909;dx=-1.130407406747867E-8
New Minimum: -0.442013218998909 > -0.6341854184865952
END: th(2.9242009651760522E7)=-0.6341854184865952; dx=-5.282587597326636E-9 evalInputDelta=0.19217219948768616
Fitness changed from -0.442013218998909 to -0.6341854184865952
Iteration 11 complete. Error: -0.6341854184865952 Total: 54.9521; Orientation: 0.9583; Line Search: 36.3936
Adding measurement 2d492f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.536e+03, gradient 1.044e-04, dot -0.384; [9c2abd0b-80a0-49a6-ae6a-f82089fa0131 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6341854184865952, 5.5898276418447495, 7.760305121541023, 10.078982278704643
LBFGS Accumulation History: 3 points
Removed measurement 2d492f to history. Total: 3
th(0)=-0.6341854184865952;dx=-1.0900587797613713E-8
Armijo: th(6.300000000000004E7)=-0.6241216659545898; dx=-8.147574863211619E-10 evalInputDelta=-0.01006375253200531
New Minimum: -0.6341854184865952 > -0.7869101017713547
END: th(3.150000000000002E7)=-0.7869101017713547; dx=-3.4373060111752303E-9 evalInputDelta=0.15272468328475952
Fitness changed from -0.6341854184865952 to -0.7869101017713547
Iteration 12 complete. Error: -0.7869101017713547 Total: 70.6836; Orientation: 0.9705; Line Search: 52.0871
Adding measurement 1d3e5328 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.922e+03, gradient 1.051e-04, dot -0.358; [9c2abd0b-80a0-49a6-ae6a-f82089fa0131 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7869101017713547, 5.5898276418447495, 7.760305121541023, 10.078982278704643
LBFGS Accumulation History: 3 points
Removed measurement 1d3e5328 to history. Total: 3
th(0)=-0.7869101017713547;dx=-1.1049722280899116E-8
Armijo: th(6.786469273600438E7)=-0.5923509150743484; dx=1.2809263513636624E-9 evalInputDelta=-0.19455918669700623
New Minimum: -0.7869101017713547 > -0.8839900195598602
END: th(3.393234636800219E7)=-0.8839900195598602; dx=-1.7029000382937888E-9 evalInputDelta=0.09707991778850555
Fitness changed from -0.7869101017713547 to -0.8839900195598602
Iteration 13 complete. Error: -0.8839900195598602 Total: 70.3600; Orientation: 1.1608; Line Search: 51.8285
Adding measurement 35c43cd7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.262e+03, gradient 1.128e-04, dot -0.339; [9c2abd0b-80a0-49a6-ae6a-f82089fa0131 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8839900195598602, 5.5898276418447495, 7.760305121541023, 10.078982278704643
LBFGS Accumulation History: 3 points
Removed measurement 35c43cd7 to history. Total: 3
th(0)=-0.8839900195598602;dx=-1.2721171411066095E-8
Armijo: th(7.310502412940133E7)=-0.4828846901655197; dx=4.007099787684141E-9 evalInputDelta=-0.4011053293943405
New Minimum: -0.8839900195598602 > -0.9498479515314102
WOLF (strong): th(3.655251206470066E7)=-0.9498479515314102; dx=7.727224879483659E-10 evalInputDelta=0.06585793197154999
New Minimum: -0.9498479515314102 > -1.0107049643993378
END: th(1.2184170688233554E7)=-1.0107049643993378; dx=-6.223390490723797E-9 evalInputDelta=0.12671494483947754
Fitness changed from -0.8839900195598602 to -1.0107049643993378
Iteration 14 complete. Error: -1.0107049643993378 Total: 91.4133; Orientation: 0.9766; Line Search: 73.5933
Adding measurement 68d87c51 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.657e+03, gradient 8.672e-05, dot -0.377; [9c2abd0b-80a0-49a6-ae6a-f82089fa0131 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0107049643993378, 5.5898276418447495, 7.760305121541023, 10.078982278704643
LBFGS Accumulation History: 3 points
Removed measurement 68d87c51 to history. Total: 3
th(0)=-1.0107049643993378;dx=-7.519303609367523E-9
New Minimum: -1.0107049643993378 > -1.1140101552009583
END: th(2.6250000000000022E7)=-1.1140101552009583; dx=-3.5658090749509687E-9 evalInputDelta=0.10330519080162048
Fitness changed from -1.0107049643993378 to -1.1140101552009583
Iteration 15 complete. Error: -1.1140101552009583 Total: 54.8528; Orientation: 0.9721; Line Search: 35.2373
Iteration 15
Adding measurement 8f04e79 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.586e+03, gradient 8.534e-05, dot -0.370; [9c2abd0b-80a0-49a6-ae6a-f82089fa0131 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1140101552009583, 5.5898276418447495, 7.760305121541023, 10.078982278704643
LBFGS Accumulation History: 3 points
Removed measurement 8f04e79 to history. Total: 3
th(0)=-1.1140101552009583;dx=-7.281209421254951E-9
Armijo: th(5.6553910613336995E7)=-1.0868754982948303; dx=-1.102151957393333E-9 evalInputDelta=-0.02713465690612793
New Minimum: -1.1140101552009583 > -1.1939500868320465
END: th(2.8276955306668498E7)=-1.1939500868320465; dx=-2.6287328537970117E-9 evalInputDelta=0.07993993163108826
Fitness changed from -1.1140101552009583 to -1.1939500868320465
Iteration 16 complete. Error: -1.1939500868320465 Total: 70.3306; Orientation: 1.0388; Line Search: 52.9303
Adding measurement e43baaa to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.437e+03, gradient 8.638e-05, dot -0.355; [9c2abd0b-80a0-49a6-ae6a-f82089fa0131 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1939500868320465, 5.5898276418447495, 7.760305121541023, 10.078982278704643
LBFGS Accumulation History: 3 points
Removed measurement e43baaa to history. Total: 3
th(0)=-1.1939500868320465;dx=-7.459101757445035E-9
Armijo: th(6.092085344116778E7)=-1.091368779540062; dx=-3.335576866561584E-10 evalInputDelta=-0.10258130729198456
New Minimum: -1.1939500868320465 > -1.255701020359993
END: th(3.046042672058389E7)=-1.255701020359993; dx=-1.8445489740930207E-9 evalInputDelta=0.06175093352794647
Fitness changed from -1.1939500868320465 to -1.255701020359993
Iteration 17 complete. Error: -1.255701020359993 Total: 72.0905; Orientation: 0.9722; Line Search: 52.9880
Adding measurement 730cb3c5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.402e+03, gradient 8.918e-05, dot -0.339; [9c2abd0b-80a0-49a6-ae6a-f82089fa0131 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.255701020359993, 5.5898276418447495, 7.760305121541023, 10.078982278704643
LBFGS Accumulation History: 3 points
Removed measurement 730cb3c5 to history. Total: 3
th(0)=-1.255701020359993;dx=-7.950075928603046E-9
Armijo: th(6.562500000000007E7)=-1.0684943050146103; dx=5.450649846466591E-10 evalInputDelta=-0.1872067153453827
New Minimum: -1.255701020359993 > -1.303123563528061
END: th(3.2812500000000034E7)=-1.303123563528061; dx=-1.1229511672151693E-9 evalInputDelta=0.04742254316806793
Fitness changed from -1.255701020359993 to -1.303123563528061
Iteration 18 complete. Error: -1.303123563528061 Total: 71.1014; Orientation: 0.9707; Line Search: 53.0085
Adding measurement 6605d2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.203e+03, gradient 9.255e-05, dot -0.320; [9c2abd0b-80a0-49a6-ae6a-f82089fa0131 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.303123563528061, 5.5898276418447495, 7.760305121541023, 10.078982278704643
LBFGS Accumulation History: 3 points
Removed measurement 6605d2 to history. Total: 3
th(0)=-1.303123563528061;dx=-8.563854258383372E-9
Armijo: th(7.069238826667126E7)=-0.986680269241333; dx=1.8373116587466734E-9 evalInputDelta=-0.3164432942867279
New Minimum: -1.303123563528061 > -1.3335451036691666
END: th(3.534619413333563E7)=-1.3335451036691666; dx=-3.7838835067250923E-10 evalInputDelta=0.030421540141105652
Fitness changed from -1.303123563528061 to -1.3335451036691666
Iteration 19 complete. Error: -1.3335451036691666 Total: 72.2146; Orientation: 0.9795; Line Search: 54.9950
Adding measurement b2be394 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.498e+03, gradient 1.025e-04, dot -0.302; [9c2abd0b-80a0-49a6-ae6a-f82089fa0131 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.3335451036691666, 5.5898276418447495, 7.760305121541023, 10.078982278704643
LBFGS Accumulation History: 3 points
Removed measurement b2be394 to history. Total: 3
th(0)=-1.3335451036691666;dx=-1.0507966317993847E-8
Armijo: th(7.615106680145973E7)=-0.7990982979536057; dx=3.943955669398654E-9 evalInputDelta=-0.5344468057155609
Armijo: th(3.8075533400729865E7)=-1.3161649256944656; dx=1.4607335901066331E-9 evalInputDelta=-0.017380177974700928
New Minimum: -1.3335451036691666 > -1.430409699678421
END: th(1.2691844466909954E7)=-1.430409699678421; dx=-4.4709008978362905E-9 evalInputDelta=0.09686459600925446
Fitness changed from -1.3335451036691666 to -1.430409699678421
Iteration 20 complete. Error: -1.430409699678421 Total: 89.5734; Orientation: 0.9715; Line Search: 70.7706
Iteration 20
Final threshold in iteration 21: -1.430409699678421 (> -Infinity) after 1628.283s (< 3600.000s)