Reset training subject: 2094776271400
Reset training subject: 2097265991300
Adding measurement 50d5900c to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=10.291111800819635;dx=-3.6025591889841835E-5
New Minimum: 10.291111800819635 > 10.291005481034517
WOLFE (weak): th(2.154434690031884)=10.291005481034517; dx=-3.603369276147033E-5 evalInputDelta=1.0631978511810303E-4
New Minimum: 10.291005481034517 > 10.290899023413658
WOLFE (weak): th(4.308869380063768)=10.290899023413658; dx=-3.6148426268039956E-5 evalInputDelta=2.1277740597724915E-4
New Minimum: 10.290899023413658 > 10.290473414584994
WOLFE (weak): th(12.926608140191302)=10.290473414584994; dx=-3.6005122657647675E-5 evalInputDelta=6.383862346410751E-4
New Minimum: 10.290473414584994 > 10.288561419583857
WOLFE (weak): th(51.70643256076521)=10.288561419583857; dx=-3.5949378017721154E-5 evalInputDelta=0.0025503812357783318
New Minimum: 10.288561419583857 > 10.278333304449916
WOLFE (weak): th(258.53216280382605)=10.278333304449916; dx=-3.630925143816119E-5 evalInputDelta=0.012778496369719505
New Minimum: 10.278333304449916 > 10.213124997913837
WOLFE (weak): th(1551.1929768229563)=10.213124997913837; dx=-3.702383247674958E-5 evalInputDelta=0.07798680290579796
New Minimum: 10.213124997913837 > 9.756867617368698
END: th(10858.350837760694)=9.756867617368698; dx=-3.203471875034514E-5 evalInputDelta=0.5342441834509373
Fitness changed from 10.291111800819635 to 9.756867617368698
Iteration 1 complete. Error: 9.756867617368698 Total: 26.8304; Orientation: 0.0046; Line Search: 19.5556
Adding measurement 645ef762 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=9.756867617368698;dx=-3.8860031711420684E-5
New Minimum: 9.756867617368698 > 8.767846375703812
END: th(23393.607721408407)=8.767846375703812; dx=-2.1268435503524465E-5 evalInputDelta=0.9890212416648865
Fitness changed from 9.756867617368698 to 8.767846375703812
Iteration 2 complete. Error: 8.767846375703812 Total: 6.9142; Orientation: 0.0016; Line Search: 4.6087
Adding measurement 63904270 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=8.767846375703812;dx=-2.4869054925860774E-5
New Minimum: 8.767846375703812 > 7.459666356444359
END: th(50400.00000000001)=7.459666356444359; dx=-1.5731588484433065E-5 evalInputDelta=1.3081800192594528
Fitness changed from 8.767846375703812 to 7.459666356444359
Iteration 3 complete. Error: 7.459666356444359 Total: 6.9690; Orientation: 0.0015; Line Search: 4.6343
Adding measurement 5ef6637f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.863e+03, gradient 4.299e-03, dot -0.567; [d89d13fa-dc01-42b0-aed8-a5bee2ab09f0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.459666356444359, 8.767846375703812, 9.756867617368698, 10.291111800819635
LBFGS Accumulation History: 3 points
Removed measurement 5ef6637f to history. Total: 3
th(0)=7.459666356444359;dx=-1.8394038464895156E-5
New Minimum: 7.459666356444359 > 5.527996122837067
END: th(108583.50837760697)=5.527996122837067; dx=-1.0349366494275709E-5 evalInputDelta=1.9316702336072922
Fitness changed from 7.459666356444359 to 5.527996122837067
Iteration 4 complete. Error: 5.527996122837067 Total: 7.0407; Orientation: 0.0236; Line Search: 4.6904
Adding measurement 1ae691c0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.465e+03, gradient 3.254e-03, dot -0.567; [d89d13fa-dc01-42b0-aed8-a5bee2ab09f0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.527996122837067, 8.767846375703812, 9.756867617368698, 10.291111800819635
LBFGS Accumulation History: 3 points
Removed measurement 1ae691c0 to history. Total: 3
th(0)=5.527996122837067;dx=-1.0545039241469162E-5
New Minimum: 5.527996122837067 > 3.7937026619911194
END: th(233936.07721408413)=3.7937026619911194; dx=-3.778564283231588E-6 evalInputDelta=1.7342934608459473
Fitness changed from 5.527996122837067 to 3.7937026619911194
Iteration 5 complete. Error: 3.7937026619911194 Total: 7.0885; Orientation: 0.0241; Line Search: 4.7119
Adding measurement 63eb6648 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.622e+03, gradient 2.344e-03, dot -0.413; [d89d13fa-dc01-42b0-aed8-a5bee2ab09f0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.7937026619911194, 8.767846375703812, 9.756867617368698, 10.291111800819635
LBFGS Accumulation History: 3 points
Removed measurement 63eb6648 to history. Total: 3
th(0)=3.7937026619911194;dx=-5.463612513135776E-6
New Minimum: 3.7937026619911194 > 2.998547539114952
END: th(504000.0000000002)=2.998547539114952; dx=-4.582080754641645E-7 evalInputDelta=0.7951551228761673
Fitness changed from 3.7937026619911194 to 2.998547539114952
Iteration 6 complete. Error: 2.998547539114952 Total: 7.1825; Orientation: 0.0244; Line Search: 4.7883
Adding measurement 2214387f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.076e+03, gradient 2.838e-03, dot -0.169; [d89d13fa-dc01-42b0-aed8-a5bee2ab09f0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.998547539114952, 8.767846375703812, 9.756867617368698, 10.291111800819635
LBFGS Accumulation History: 3 points
Removed measurement 2214387f to history. Total: 3
th(0)=2.998547539114952;dx=-8.011273362839948E-6
New Minimum: 2.998547539114952 > 2.9043616354465485
WOLF (strong): th(1085835.0837760698)=2.9043616354465485; dx=9.164760890767378E-7 evalInputDelta=0.09418590366840363
New Minimum: 2.9043616354465485 > 2.490487664937973
WOLF (strong): th(542917.5418880349)=2.490487664937973; dx=2.755648914204984E-7 evalInputDelta=0.5080598741769791
New Minimum: 2.490487664937973 > 2.15644234418869
END: th(180972.5139626783)=2.15644234418869; dx=-7.306643216112473E-7 evalInputDelta=0.8421051949262619
Fitness changed from 2.998547539114952 to 2.15644234418869
Iteration 7 complete. Error: 2.15644234418869 Total: 11.6749; Orientation: 0.0245; Line Search: 9.3323
Adding measurement 71f4592e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.365e+03, gradient 1.585e-03, dot -0.336; [d89d13fa-dc01-42b0-aed8-a5bee2ab09f0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.15644234418869, 8.767846375703812, 9.756867617368698, 10.291111800819635
LBFGS Accumulation History: 3 points
Removed measurement 71f4592e to history. Total: 3
th(0)=2.15644234418869;dx=-2.4957657801465298E-6
New Minimum: 2.15644234418869 > 1.7370297461748123
END: th(389893.4620234736)=1.7370297461748123; dx=-1.565531421473001E-7 evalInputDelta=0.41941259801387787
Fitness changed from 2.15644234418869 to 1.7370297461748123
Iteration 8 complete. Error: 1.7370297461748123 Total: 7.1201; Orientation: 0.0232; Line Search: 4.7280
Adding measurement 79880766 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.042e+03, gradient 2.166e-03, dot -0.199; [d89d13fa-dc01-42b0-aed8-a5bee2ab09f0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.7370297461748123, 8.767846375703812, 9.756867617368698, 10.291111800819635
LBFGS Accumulation History: 3 points
Removed measurement 79880766 to history. Total: 3
th(0)=1.7370297461748123;dx=-4.675817128220673E-6
Armijo: th(840000.0000000003)=2.387208878993988; dx=5.185516202962313E-7 evalInputDelta=-0.6501791328191757
Armijo: th(420000.0000000002)=1.896820291876793; dx=1.3213959845463557E-6 evalInputDelta=-0.1597905457019806
New Minimum: 1.7370297461748123 > 1.4407970011234283
WOLF (strong): th(140000.00000000006)=1.4407970011234283; dx=1.5391426058696747E-7 evalInputDelta=0.29623274505138397
END: th(35000.000000000015)=1.5767071098089218; dx=-3.0053224294098007E-6 evalInputDelta=0.1603226363658905
Fitness changed from 1.7370297461748123 to 1.4407970011234283
Iteration 9 complete. Error: 1.4407970011234283 Total: 15.2339; Orientation: 0.0284; Line Search: 12.7794
Adding measurement 41f9fe25 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.472e+03, gradient 1.508e-03, dot -0.370; [d89d13fa-dc01-42b0-aed8-a5bee2ab09f0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.4407970011234283, 8.767846375703812, 9.756867617368698, 10.291111800819635
LBFGS Accumulation History: 3 points
Removed measurement 41f9fe25 to history. Total: 3
th(0)=1.4407970011234283;dx=-2.2564406346663133E-6
New Minimum: 1.4407970011234283 > 1.287016086280346
END: th(75405.21415111597)=1.287016086280346; dx=-1.2262098801404568E-6 evalInputDelta=0.15378091484308243
Fitness changed from 1.4407970011234283 to 1.287016086280346
Iteration 10 complete. Error: 1.287016086280346 Total: 7.0222; Orientation: 0.0232; Line Search: 4.6557
Adding measurement 5208c800 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.374e+03, gradient 1.017e-03, dot -0.509; [d89d13fa-dc01-42b0-aed8-a5bee2ab09f0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.287016086280346, 8.767846375703812, 9.756867617368698, 10.291111800819635
LBFGS Accumulation History: 3 points
Removed measurement 5208c800 to history. Total: 3
th(0)=1.287016086280346;dx=-1.0282397427439352E-6
New Minimum: 1.287016086280346 > 1.1216440498828888
END: th(162455.60917644735)=1.1216440498828888; dx=-8.399428299511873E-7 evalInputDelta=0.16537203639745712
Fitness changed from 1.287016086280346 to 1.1216440498828888
Iteration 11 complete. Error: 1.1216440498828888 Total: 7.0460; Orientation: 0.0231; Line Search: 4.6797
Adding measurement 1ea71c08 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.290e+03, gradient 9.567e-04, dot -0.508; [d89d13fa-dc01-42b0-aed8-a5bee2ab09f0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.1216440498828888, 8.767846375703812, 9.756867617368698, 10.291111800819635
LBFGS Accumulation History: 3 points
Removed measurement 1ea71c08 to history. Total: 3
th(0)=1.1216440498828888;dx=-9.083437921251763E-7
New Minimum: 1.1216440498828888 > 0.8230186328291893
END: th(350000.00000000023)=0.8230186328291893; dx=-6.512439006317215E-7 evalInputDelta=0.2986254170536995
Fitness changed from 1.1216440498828888 to 0.8230186328291893
Iteration 12 complete. Error: 0.8230186328291893 Total: 6.9751; Orientation: 0.0235; Line Search: 4.6297
Adding measurement 2246f753 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.390e+03, gradient 1.014e-03, dot -0.503; [d89d13fa-dc01-42b0-aed8-a5bee2ab09f0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.8230186328291893, 8.767846375703812, 9.756867617368698, 10.291111800819635
LBFGS Accumulation History: 3 points
Removed measurement 2246f753 to history. Total: 3
th(0)=0.8230186328291893;dx=-1.0211268523609301E-6
Armijo: th(754052.1415111598)=1.1433254852890968; dx=1.2359964874440494E-6 evalInputDelta=-0.32030685245990753
New Minimum: 0.8230186328291893 > 0.6950436979532242
WOLF (strong): th(377026.0707555799)=0.6950436979532242; dx=2.6370378290527363E-7 evalInputDelta=0.12797493487596512
END: th(125675.35691852664)=0.7106571346521378; dx=-5.790806299362274E-7 evalInputDelta=0.11236149817705154
Fitness changed from 0.8230186328291893 to 0.6950436979532242
Iteration 13 complete. Error: 0.6950436979532242 Total: 11.7072; Orientation: 0.0232; Line Search: 9.3569
Adding measurement 5fb992a5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.106e+02, gradient 2.059e-03, dot -0.149; [d89d13fa-dc01-42b0-aed8-a5bee2ab09f0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.6950436979532242, 8.767846375703812, 9.756867617368698, 10.291111800819635
LBFGS Accumulation History: 3 points
Removed measurement 5fb992a5 to history. Total: 3
th(0)=0.6950436979532242;dx=-4.207623569602385E-6
Armijo: th(270759.3486274123)=0.788007915019989; dx=2.301831656376526E-6 evalInputDelta=-0.09296421706676483
New Minimum: 0.6950436979532242 > 0.4819793105125427
WOLF (strong): th(135379.67431370614)=0.4819793105125427; dx=7.897198605289114E-7 evalInputDelta=0.21306438744068146
END: th(45126.558104568714)=0.5248468592762947; dx=-1.9345710711991437E-6 evalInputDelta=0.17019683867692947
Fitness changed from 0.6950436979532242 to 0.4819793105125427
Iteration 14 complete. Error: 0.4819793105125427 Total: 11.7705; Orientation: 0.0233; Line Search: 9.4096
Adding measurement b1b3e43 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.474e+03, gradient 1.119e-03, dot -0.463; [d89d13fa-dc01-42b0-aed8-a5bee2ab09f0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.4819793105125427, 8.767846375703812, 9.756867617368698, 10.291111800819635
LBFGS Accumulation History: 3 points
Removed measurement b1b3e43 to history. Total: 3
th(0)=0.4819793105125427;dx=-1.2455547602841442E-6
New Minimum: 0.4819793105125427 > 0.3723362237215042
END: th(97222.22222222229)=0.3723362237215042; dx=-6.939913183644856E-7 evalInputDelta=0.10964308679103851
Fitness changed from 0.4819793105125427 to 0.3723362237215042
Iteration 15 complete. Error: 0.3723362237215042 Total: 7.1496; Orientation: 0.0231; Line Search: 4.7432
Adding measurement f82836e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.270e+03, gradient 7.793e-04, dot -0.586; [d89d13fa-dc01-42b0-aed8-a5bee2ab09f0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.3723362237215042, 8.767846375703812, 9.756867617368698, 10.291111800819635
LBFGS Accumulation History: 3 points
Removed measurement f82836e to history. Total: 3
th(0)=0.3723362237215042;dx=-6.041440712212733E-7
New Minimum: 0.3723362237215042 > 0.2435780093073845
END: th(209458.92819754442)=0.2435780093073845; dx=-5.065298741548953E-7 evalInputDelta=0.12875821441411972
Fitness changed from 0.3723362237215042 to 0.2435780093073845
Iteration 16 complete. Error: 0.2435780093073845 Total: 7.0376; Orientation: 0.0238; Line Search: 4.6856
Adding measurement 7e8e28fa to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.173e+03, gradient 7.379e-04, dot -0.572; [d89d13fa-dc01-42b0-aed8-a5bee2ab09f0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.2435780093073845, 8.767846375703812, 9.756867617368698, 10.291111800819635
LBFGS Accumulation History: 3 points
Removed measurement 7e8e28fa to history. Total: 3
th(0)=0.2435780093073845;dx=-5.416574623958385E-7
New Minimum: 0.2435780093073845 > 0.01151130348443985
END: th(451265.5810456872)=0.01151130348443985; dx=-3.9944569450632675E-7 evalInputDelta=0.23206670582294464
Fitness changed from 0.2435780093073845 to 0.01151130348443985
Iteration 17 complete. Error: 0.01151130348443985 Total: 7.1201; Orientation: 0.0240; Line Search: 4.6902
Adding measurement 15089b76 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.298e+03, gradient 7.711e-04, dot -0.578; [d89d13fa-dc01-42b0-aed8-a5bee2ab09f0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.01151130348443985, 8.767846375703812, 9.756867617368698, 10.291111800819635
LBFGS Accumulation History: 3 points
Removed measurement 15089b76 to history. Total: 3
th(0)=0.01151130348443985;dx=-5.906919342232232E-7
Armijo: th(972222.2222222231)=0.24485476315021515; dx=7.375984645643541E-7 evalInputDelta=-0.2333434596657753
New Minimum: 0.01151130348443985 > -0.08915220201015472
WOLF (strong): th(486111.11111111153)=-0.08915220201015472; dx=9.887849504581183E-8 evalInputDelta=0.10066350549459457
END: th(162037.03703703717)=-0.07072983682155609; dx=-3.5758898939311E-7 evalInputDelta=0.08224114030599594
Fitness changed from 0.01151130348443985 to -0.08915220201015472
Iteration 18 complete. Error: -0.08915220201015472 Total: 12.6438; Orientation: 0.0240; Line Search: 10.2712
Adding measurement 3b6ac1b0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.450e+02, gradient 1.514e-03, dot -0.173; [d89d13fa-dc01-42b0-aed8-a5bee2ab09f0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.08915220201015472, 8.767846375703812, 9.756867617368698, 10.291111800819635
LBFGS Accumulation History: 3 points
Removed measurement 3b6ac1b0 to history. Total: 3
th(0)=-0.08915220201015472;dx=-2.2792043894549192E-6
Armijo: th(349098.21366257407)=0.04038035869598389; dx=1.7894281396178939E-6 evalInputDelta=-0.1295325607061386
New Minimum: -0.08915220201015472 > -0.24357789754867554
WOLF (strong): th(174549.10683128703)=-0.24357789754867554; dx=5.591979721075037E-7 evalInputDelta=0.1544256955385208
END: th(58183.03561042901)=-0.2142799198627472; dx=-1.0782037716106438E-6 evalInputDelta=0.12512771785259247
Fitness changed from -0.08915220201015472 to -0.24357789754867554
Iteration 19 complete. Error: -0.24357789754867554 Total: 11.8358; Orientation: 0.1081; Line Search: 9.3696
Adding measurement 4a8c73fb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.354e+03, gradient 9.299e-04, dot -0.475; [d89d13fa-dc01-42b0-aed8-a5bee2ab09f0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.24357789754867554, 8.767846375703812, 9.756867617368698, 10.291111800819635
LBFGS Accumulation History: 3 points
Removed measurement 4a8c73fb to history. Total: 3
th(0)=-0.24357789754867554;dx=-8.596970202700542E-7
New Minimum: -0.24357789754867554 > -0.33079562336206436
END: th(125351.55029046869)=-0.33079562336206436; dx=-3.781987405319367E-7 evalInputDelta=0.08721772581338882
Fitness changed from -0.24357789754867554 to -0.33079562336206436
Iteration 20 complete. Error: -0.33079562336206436 Total: 7.0160; Orientation: 0.0236; Line Search: 4.5967
Final threshold in iteration 21: -0.33079562336206436 (> -Infinity) after 193.379s (< 5400.000s)
