Reset training subject: 1319811387815500
Reset training subject: 1319835032067900
Adding measurement da28d03 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=29.689788218820468;dx=-2.888065262876972E-4
New Minimum: 29.689788218820468 > 29.689316208357923
WOLFE (weak): th(2.154434690031884)=29.689316208357923; dx=-2.8775181435960334E-4 evalInputDelta=4.7201046254485846E-4
New Minimum: 29.689316208357923 > 29.68884347844869
WOLFE (weak): th(4.308869380063768)=29.68884347844869; dx=-2.868971081474046E-4 evalInputDelta=9.447403717786074E-4
New Minimum: 29.68884347844869 > 29.6869759648107
WOLFE (weak): th(12.926608140191302)=29.6869759648107; dx=-2.709804495594858E-4 evalInputDelta=0.002812254009768367
New Minimum: 29.6869759648107 > 29.67842075228691
END: th(51.70643256076521)=29.67842075228691; dx=-2.5227568628104403E-4 evalInputDelta=0.01136746653355658
Fitness changed from 29.689788218820468 to 29.67842075228691
Iteration 1 complete. Error: 29.67842075228691 Total: 183.2684; Orientation: 0.0119; Line Search: 113.9774
Iteration 1
Adding measurement 18d003cd to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=29.67842075228691;dx=-2.53692269534199E-4
New Minimum: 29.67842075228691 > 29.648962701205164
WOLFE (weak): th(111.39813200670669)=29.648962701205164; dx=-2.975714675893666E-4 evalInputDelta=0.029458051081746817
New Minimum: 29.648962701205164 > 29.625173235079274
WOLFE (weak): th(222.79626401341338)=29.625173235079274; dx=-2.326023364931279E-4 evalInputDelta=0.05324751720763743
New Minimum: 29.625173235079274 > 29.53647973528132
END: th(668.3887920402401)=29.53647973528132; dx=-2.0946098072350356E-4 evalInputDelta=0.14194101700559258
Fitness changed from 29.67842075228691 to 29.53647973528132
Iteration 2 complete. Error: 29.53647973528132 Total: 113.8524; Orientation: 0.0024; Line Search: 91.1874
Iteration 2
Adding measurement 2d0b05 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=29.53647973528132;dx=-2.450243811514461E-4
New Minimum: 29.53647973528132 > 29.257173193618655
END: th(1440.0)=29.257173193618655; dx=-1.9214899909552975E-4 evalInputDelta=0.2793065416626632
Fitness changed from 29.53647973528132 to 29.257173193618655
Iteration 3 complete. Error: 29.257173193618655 Total: 68.3133; Orientation: 0.0016; Line Search: 45.4249
Iteration 3
Adding measurement 78d9f51b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.014e+02, gradient 1.554e-02, dot -0.895; [09a6965f-a133-443f-8782-973e485596ee = 1.000/1.000e+00]
Orientation rejected. Popping history element from 29.689788218820468, 29.67842075228691, 29.53647973528132, 29.257173193618655
LBFGS Accumulation History: 3 points
Removed measurement da28d03 to history. Total: 4
th(0)=29.257173193618655;dx=-2.4154133685587968E-4
New Minimum: 29.257173193618655 > 28.701709418091923
END: th(3102.3859536459127)=28.701709418091923; dx=-2.1716385013275473E-4 evalInputDelta=0.5554637755267322
Fitness changed from 29.257173193618655 to 28.701709418091923
Iteration 4 complete. Error: 28.701709418091923 Total: 68.1608; Orientation: 0.0466; Line Search: 45.8079
Iteration 4
Adding measurement 40bb4f87 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.548e+02, gradient 1.780e-02, dot -0.830; [09a6965f-a133-443f-8782-973e485596ee = 1.000/1.000e+00]
Orientation rejected. Popping history element from 29.67842075228691, 29.53647973528132, 29.257173193618655, 28.701709418091923
LBFGS Accumulation History: 3 points
Removed measurement 18d003cd to history. Total: 4
th(0)=28.701709418091923;dx=-3.16853087329197E-4
New Minimum: 28.701709418091923 > 27.073310010833666
END: th(6683.887920402402)=27.073310010833666; dx=-1.8516513814643206E-4 evalInputDelta=1.6283994072582573
Fitness changed from 28.701709418091923 to 27.073310010833666
Iteration 5 complete. Error: 27.073310010833666 Total: 69.5352; Orientation: 0.0353; Line Search: 46.8848
Iteration 5
Adding measurement 60ed12e8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.204e+02, gradient 1.938e-02, dot -0.691; [09a6965f-a133-443f-8782-973e485596ee = 1.000/1.000e+00]
Orientation rejected. Popping history element from 29.53647973528132, 29.257173193618655, 28.701709418091923, 27.073310010833666
LBFGS Accumulation History: 3 points
Removed measurement 2d0b05 to history. Total: 4
th(0)=27.073310010833666;dx=-3.7560717727454874E-4
New Minimum: 27.073310010833666 > 24.1342870737426
END: th(14400.000000000002)=24.1342870737426; dx=-6.44531891808404E-5 evalInputDelta=2.9390229370910674
Fitness changed from 27.073310010833666 to 24.1342870737426
Iteration 6 complete. Error: 24.1342870737426 Total: 69.1267; Orientation: 0.0341; Line Search: 46.5922
Adding measurement 1ff15a50 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.675e+02, gradient 2.074e-02, dot -0.593; [09a6965f-a133-443f-8782-973e485596ee = 1.000/1.000e+00]
Orientation rejected. Popping history element from 29.257173193618655, 28.701709418091923, 27.073310010833666, 24.1342870737426
LBFGS Accumulation History: 3 points
Removed measurement 78d9f51b to history. Total: 4
th(0)=24.1342870737426;dx=-4.30022727085631E-4
New Minimum: 24.1342870737426 > 23.384299577679485
END: th(31023.85953645913)=23.384299577679485; dx=-1.6047571513897236E-5 evalInputDelta=0.7499874960631132
Fitness changed from 24.1342870737426 to 23.384299577679485
Iteration 7 complete. Error: 23.384299577679485 Total: 68.4592; Orientation: 0.0334; Line Search: 45.0599
Adding measurement 554188ac to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.463e+02, gradient 1.523e-02, dot -0.787; [09a6965f-a133-443f-8782-973e485596ee = 1.000/1.000e+00]
Orientation rejected. Popping history element from 28.701709418091923, 27.073310010833666, 24.1342870737426, 23.384299577679485
LBFGS Accumulation History: 3 points
Removed measurement 40bb4f87 to history. Total: 4
th(0)=23.384299577679485;dx=-2.3204451227953592E-4
New Minimum: 23.384299577679485 > 21.15230840165168
END: th(66838.87920402404)=21.15230840165168; dx=-1.1764577857634477E-5 evalInputDelta=2.2319911760278046
Fitness changed from 23.384299577679485 to 21.15230840165168
Iteration 8 complete. Error: 21.15230840165168 Total: 67.5792; Orientation: 0.0343; Line Search: 45.2406
Adding measurement 609319c3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.019e+02, gradient 1.425e-02, dot -0.716; [09a6965f-a133-443f-8782-973e485596ee = 1.000/1.000e+00]
Orientation rejected. Popping history element from 27.073310010833666, 24.1342870737426, 23.384299577679485, 21.15230840165168
LBFGS Accumulation History: 3 points
Removed measurement 60ed12e8 to history. Total: 4
th(0)=21.15230840165168;dx=-2.0299567947276357E-4
New Minimum: 21.15230840165168 > 18.866964189335704
WOLF (strong): th(144000.00000000006)=18.866964189335704; dx=1.2290202270665175E-6 evalInputDelta=2.2853442123159766
New Minimum: 18.866964189335704 > 18.576421418227255
END: th(72000.00000000003)=18.576421418227255; dx=-5.11119325180016E-6 evalInputDelta=2.575886983424425
Fitness changed from 21.15230840165168 to 18.576421418227255
Iteration 9 complete. Error: 18.576421418227255 Total: 90.7492; Orientation: 0.0325; Line Search: 68.2894
Adding measurement 3e377967 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.128e+02, gradient 2.187e-02, dot -0.536; [09a6965f-a133-443f-8782-973e485596ee = 1.000/1.000e+00]
Orientation rejected. Popping history element from 24.1342870737426, 23.384299577679485, 21.15230840165168, 18.576421418227255
LBFGS Accumulation History: 3 points
Removed measurement 1ff15a50 to history. Total: 4
th(0)=18.576421418227255;dx=-4.780902267756959E-4
Armijo: th(155119.2976822957)=20.52735798805952; dx=3.3685497424227635E-5 evalInputDelta=-1.9509365698322654
New Minimum: 18.576421418227255 > 17.356601549312472
WOLF (strong): th(77559.64884114785)=17.356601549312472; dx=1.829860388618629E-5 evalInputDelta=1.219819868914783
New Minimum: 17.356601549312472 > 16.94314987771213
END: th(25853.216280382618)=16.94314987771213; dx=-7.953647518692172E-6 evalInputDelta=1.6332715405151248
Fitness changed from 18.576421418227255 to 16.94314987771213
Iteration 10 complete. Error: 16.94314987771213 Total: 113.1998; Orientation: 0.0328; Line Search: 90.5684
Iteration 10
Adding measurement 33bb3f86 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.327e+02, gradient 1.470e-02, dot -0.820; [09a6965f-a133-443f-8782-973e485596ee = 1.000/1.000e+00]
Orientation rejected. Popping history element from 23.384299577679485, 21.15230840165168, 18.576421418227255, 16.94314987771213
LBFGS Accumulation History: 3 points
Removed measurement 554188ac to history. Total: 4
th(0)=16.94314987771213;dx=-2.1597831176334474E-4
New Minimum: 16.94314987771213 > 16.56271482259035
WOLF (strong): th(55699.06600335338)=16.56271482259035; dx=1.4804926264945664E-5 evalInputDelta=0.38043505512177944
New Minimum: 16.56271482259035 > 15.597059733234346
WOLF (strong): th(27849.53300167669)=15.597059733234346; dx=2.934009969677571E-7 evalInputDelta=1.3460901444777846
END: th(9283.177667225564)=15.718847847543657; dx=-1.084072331976271E-4 evalInputDelta=1.2243020301684737
Fitness changed from 16.94314987771213 to 15.597059733234346
Iteration 11 complete. Error: 15.597059733234346 Total: 114.0115; Orientation: 0.0329; Line Search: 91.2887
Adding measurement 39dec536 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.064e+02, gradient 1.554e-02, dot -0.673; [09a6965f-a133-443f-8782-973e485596ee = 1.000/1.000e+00]
Orientation rejected. Popping history element from 21.15230840165168, 18.576421418227255, 16.94314987771213, 15.597059733234346
LBFGS Accumulation History: 3 points
Removed measurement 609319c3 to history. Total: 4
th(0)=15.597059733234346;dx=-2.4156845733626532E-4
New Minimum: 15.597059733234346 > 14.305367575958371
END: th(20000.000000000015)=14.305367575958371; dx=-7.682509518865105E-7 evalInputDelta=1.2916921572759748
Fitness changed from 15.597059733234346 to 14.305367575958371
Iteration 12 complete. Error: 14.305367575958371 Total: 68.3089; Orientation: 0.0322; Line Search: 45.4867
Adding measurement 7e64c1a9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.067e+02, gradient 1.242e-02, dot -0.763; [09a6965f-a133-443f-8782-973e485596ee = 1.000/1.000e+00]
Orientation rejected. Popping history element from 18.576421418227255, 16.94314987771213, 15.597059733234346, 14.305367575958371
LBFGS Accumulation History: 3 points
Removed measurement 3e377967 to history. Total: 4
th(0)=14.305367575958371;dx=-1.5424929819313096E-4
Armijo: th(43088.69380063771)=14.840931214392185; dx=4.3263626020244224E-5 evalInputDelta=-0.535563638433814
New Minimum: 14.305367575958371 > 13.752746049314737
WOLF (strong): th(21544.346900318855)=13.752746049314737; dx=2.2617567766996938E-5 evalInputDelta=0.5526215266436338
END: th(7181.448966772951)=13.833983672782779; dx=-3.438535313675512E-5 evalInputDelta=0.4713839031755924
Fitness changed from 14.305367575958371 to 13.752746049314737
Iteration 13 complete. Error: 13.752746049314737 Total: 117.0937; Orientation: 0.0322; Line Search: 93.2882
Adding measurement 47b269c4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.113e+02, gradient 8.498e-03, dot -0.872; [09a6965f-a133-443f-8782-973e485596ee = 1.000/1.000e+00]
Orientation rejected. Popping history element from 16.94314987771213, 15.597059733234346, 14.305367575958371, 13.752746049314737
LBFGS Accumulation History: 3 points
Removed measurement 33bb3f86 to history. Total: 4
th(0)=13.752746049314737;dx=-7.221985321609579E-5
New Minimum: 13.752746049314737 > 13.364615522325039
END: th(15471.962778709276)=13.364615522325039; dx=-1.0284036913238373E-5 evalInputDelta=0.3881305269896984
Fitness changed from 13.752746049314737 to 13.364615522325039
Iteration 14 complete. Error: 13.364615522325039 Total: 70.1373; Orientation: 0.0333; Line Search: 47.0167
Adding measurement 2b08772d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.158e+02, gradient 6.131e-03, dot -0.798; [09a6965f-a133-443f-8782-973e485596ee = 1.000/1.000e+00]
Orientation rejected. Popping history element from 15.597059733234346, 14.305367575958371, 13.752746049314737, 13.364615522325039
LBFGS Accumulation History: 3 points
Removed measurement 39dec536 to history. Total: 4
th(0)=13.364615522325039;dx=-3.7586437798980725E-5
New Minimum: 13.364615522325039 > 12.927516149356961
END: th(33333.333333333365)=12.927516149356961; dx=-2.354838054018773E-6 evalInputDelta=0.43709937296807766
Fitness changed from 13.364615522325039 to 12.927516149356961
Iteration 15 complete. Error: 12.927516149356961 Total: 69.7978; Orientation: 0.0329; Line Search: 45.8879
Iteration 15
Adding measurement 7126e26 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.906e+02, gradient 6.414e-03, dot -0.672; [09a6965f-a133-443f-8782-973e485596ee = 1.000/1.000e+00]
Orientation rejected. Popping history element from 14.305367575958371, 13.752746049314737, 13.364615522325039, 12.927516149356961
LBFGS Accumulation History: 3 points
Removed measurement 7e64c1a9 to history. Total: 4
th(0)=12.927516149356961;dx=-4.1144511598449013E-5
Armijo: th(71814.48966772953)=13.43361178599298; dx=2.5108561296752862E-5 evalInputDelta=-0.5060956366360188
New Minimum: 12.927516149356961 > 12.415709290653467
WOLF (strong): th(35907.24483386477)=12.415709290653467; dx=3.7823680420394877E-6 evalInputDelta=0.5118068587034941
END: th(11969.081611288255)=12.499663434922695; dx=-2.4435277082547447E-5 evalInputDelta=0.4278527144342661
Fitness changed from 12.927516149356961 to 12.415709290653467
Iteration 16 complete. Error: 12.415709290653467 Total: 114.6074; Orientation: 0.0325; Line Search: 91.3632
Adding measurement 2ad99cf3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.709e+02, gradient 1.281e-02, dot -0.426; [09a6965f-a133-443f-8782-973e485596ee = 1.000/1.000e+00]
Orientation rejected. Popping history element from 13.752746049314737, 13.364615522325039, 12.927516149356961, 12.415709290653467
LBFGS Accumulation History: 3 points
Removed measurement 47b269c4 to history. Total: 4
th(0)=12.415709290653467;dx=-1.6416569848135958E-4
Armijo: th(25786.60463118213)=12.90919323451817; dx=3.6141121747459186E-6 evalInputDelta=-0.4934839438647032
Armijo: th(12893.302315591065)=12.43196820653975; dx=4.903045566749595E-6 evalInputDelta=-0.01625891588628292
New Minimum: 12.415709290653467 > 12.286783312447369
END: th(4297.767438530355)=12.286783312447369; dx=-1.971202915436706E-5 evalInputDelta=0.12892597820609808
Fitness changed from 12.415709290653467 to 12.286783312447369
Iteration 17 complete. Error: 12.286783312447369 Total: 113.5488; Orientation: 0.0318; Line Search: 90.8988
Adding measurement 9a20cbd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.344e+02, gradient 5.844e-03, dot -0.724; [09a6965f-a133-443f-8782-973e485596ee = 1.000/1.000e+00]
Orientation rejected. Popping history element from 13.364615522325039, 12.927516149356961, 12.415709290653467, 12.286783312447369
LBFGS Accumulation History: 3 points
Removed measurement 2b08772d to history. Total: 4
th(0)=12.286783312447369;dx=-3.415279416061577E-5
New Minimum: 12.286783312447369 > 12.090446607209742
END: th(9259.25925925927)=12.090446607209742; dx=-2.1869353705063936E-5 evalInputDelta=0.19633670523762703
Fitness changed from 12.286783312447369 to 12.090446607209742
Iteration 18 complete. Error: 12.090446607209742 Total: 69.4931; Orientation: 0.0484; Line Search: 46.2031
Adding measurement 16d07cf3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.767e+02, gradient 1.178e-02, dot -0.410; [09a6965f-a133-443f-8782-973e485596ee = 1.000/1.000e+00]
Orientation rejected. Popping history element from 12.927516149356961, 12.415709290653467, 12.286783312447369, 12.090446607209742
LBFGS Accumulation History: 3 points
Removed measurement 7126e26 to history. Total: 4
th(0)=12.090446607209742;dx=-1.3880761456929586E-4
Armijo: th(19948.469352147094)=12.502951867878437; dx=1.495612922923401E-5 evalInputDelta=-0.412505260668695
Armijo: th(9974.234676073547)=12.212860309518874; dx=1.5449106942188666E-6 evalInputDelta=-0.12241370230913162
Armijo: th(3324.7448920245156)=12.12715576030314; dx=-9.022023579355173E-6 evalInputDelta=-0.03670915309339762
Armijo: th(831.1862230061289)=12.102446206845343; dx=-1.9591109561986354E-5 evalInputDelta=-0.011999599635601044
New Minimum: 12.090446607209742 > 12.07959562446922
END: th(166.23724460122577)=12.07959562446922; dx=-5.421096739012149E-5 evalInputDelta=0.010850982740521431
Fitness changed from 12.090446607209742 to 12.07959562446922
Iteration 19 complete. Error: 12.07959562446922 Total: 161.1552; Orientation: 0.0317; Line Search: 138.1572
Adding measurement 64ae105d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.805e+01, gradient 6.421e-03, dot -0.437; [09a6965f-a133-443f-8782-973e485596ee = 1.000/1.000e+00]
Orientation rejected. Popping history element from 12.415709290653467, 12.286783312447369, 12.090446607209742, 12.07959562446922
LBFGS Accumulation History: 3 points
Removed measurement 2ad99cf3 to history. Total: 4
th(0)=12.07959562446922;dx=-4.122537233006214E-5
Armijo: th(358.1472865441963)=12.084541916847229; dx=-2.186343914237773E-5 evalInputDelta=-0.004946292378008366
Armijo: th(179.07364327209814)=12.087546296417713; dx=-2.3471206666463822E-5 evalInputDelta=-0.007950671948492527
New Minimum: 12.07959562446922 > 12.078103829175234
END: th(59.691214424032715)=12.078103829175234; dx=-2.7653528319049714E-5 evalInputDelta=0.0014917952939867973
Fitness changed from 12.07959562446922 to 12.078103829175234
Iteration 20 complete. Error: 12.078103829175234 Total: 113.8811; Orientation: 0.0317; Line Search: 90.9906
Iteration 20
Final threshold in iteration 21: 12.078103829175234 (> -Infinity) after 1924.285s (< 3600.000s)