Reset training subject: 2843464290345
Reset training subject: 2844590432239
Adding measurement 527e4979 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=-2.5417151895826966;dx=-7.136746081285535E-5
New Minimum: -2.5417151895826966 > -2.5418515787070852
WOLFE (weak): th(2.154434690031884)=-2.5418515787070852; dx=-7.136306865520044E-5 evalInputDelta=1.3638912438862505E-4
New Minimum: -2.5418515787070852 > -2.5419881925807553
WOLFE (weak): th(4.308869380063768)=-2.5419881925807553; dx=-7.128065854983724E-5 evalInputDelta=2.730029980586579E-4
New Minimum: -2.5419881925807553 > -2.5425344973318262
WOLFE (weak): th(12.926608140191302)=-2.5425344973318262; dx=-7.140563610282167E-5 evalInputDelta=8.193077491296386E-4
New Minimum: -2.5425344973318262 > -2.544988520088782
WOLFE (weak): th(51.70643256076521)=-2.544988520088782; dx=-7.07847523581488E-5 evalInputDelta=0.003273330506085248
New Minimum: -2.544988520088782 > -2.558117055878759
WOLFE (weak): th(258.53216280382605)=-2.558117055878759; dx=-7.026838753805816E-5 evalInputDelta=0.01640186629606255
New Minimum: -2.558117055878759 > -2.638303476889641
WOLFE (weak): th(1551.1929768229563)=-2.638303476889641; dx=-6.546426427094639E-5 evalInputDelta=0.09658828730694458
New Minimum: -2.638303476889641 > -3.0540545869928932
END: th(10858.350837760694)=-3.0540545869928932; dx=-3.2331283837927675E-5 evalInputDelta=0.5123393974101966
Fitness changed from -2.5417151895826966 to -3.0540545869928932
Iteration 1 complete. Error: -3.0540545869928932 Total: 12.5527; Orientation: 0.0209; Line Search: 9.1789
Iteration 1
Adding measurement 4e0b11bf to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-3.0540545869928932;dx=-5.760783587646056E-5
New Minimum: -3.0540545869928932 > -3.621273249783341
END: th(23393.607721408407)=-3.621273249783341; dx=-1.0016540360978965E-5 evalInputDelta=0.5672186627904479
Fitness changed from -3.0540545869928932 to -3.621273249783341
Iteration 2 complete. Error: -3.621273249783341 Total: 3.4379; Orientation: 0.0196; Line Search: 2.2806
Iteration 2
Adding measurement 15087bec to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-3.621273249783341;dx=-1.0811315236111292E-4
New Minimum: -3.621273249783341 > -4.30687551959903
WOLF (strong): th(50400.00000000001)=-4.30687551959903; dx=4.016873965040937E-6 evalInputDelta=0.6856022698156892
New Minimum: -4.30687551959903 > -4.329392390904464
WOLF (strong): th(25200.000000000004)=-4.329392390904464; dx=3.6226451896130733E-6 evalInputDelta=0.7081191411211227
END: th(8400.000000000002)=-4.212614870790402; dx=-4.2484545364182655E-5 evalInputDelta=0.5913416210070608
Fitness changed from -3.621273249783341 to -4.329392390904464
Iteration 3 complete. Error: -4.329392390904464 Total: 5.6701; Orientation: 0.0199; Line Search: 4.5307
Iteration 3
Adding measurement 37501bed to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.916e+02, gradient 1.436e-02, dot -0.269; [564c6017-b895-4c67-97be-14df515b5823 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -4.329392390904464, -3.621273249783341, -3.0540545869928932, -2.5417151895826966
LBFGS Accumulation History: 3 points
Removed measurement 37501bed to history. Total: 3
th(0)=-4.329392390904464;dx=-2.0593445305660364E-4
New Minimum: -4.329392390904464 > -5.335688415269594
END: th(18097.251396267828)=-5.335688415269594; dx=-1.1029075528984128E-5 evalInputDelta=1.0062960243651302
Fitness changed from -4.329392390904464 to -5.335688415269594
Iteration 4 complete. Error: -5.335688415269594 Total: 3.8859; Orientation: 0.4793; Line Search: 2.2921
Iteration 4
Adding measurement 48beeee5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.810e+03, gradient 1.549e-02, dot -0.270; [564c6017-b895-4c67-97be-14df515b5823 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -5.335688415269594, -3.621273249783341, -3.0540545869928932, -2.5417151895826966
LBFGS Accumulation History: 3 points
Removed measurement 48beeee5 to history. Total: 3
th(0)=-5.335688415269594;dx=-2.398578558698031E-4
New Minimum: -5.335688415269594 > -6.489946158908586
WOLF (strong): th(38989.346202347355)=-6.489946158908586; dx=2.209675904590924E-5 evalInputDelta=1.1542577436389916
New Minimum: -6.489946158908586 > -6.881485771287675
END: th(19494.673101173677)=-6.881485771287675; dx=-1.941513834845298E-5 evalInputDelta=1.545797356018081
Fitness changed from -5.335688415269594 to -6.881485771287675
Iteration 5 complete. Error: -6.881485771287675 Total: 5.0467; Orientation: 0.4744; Line Search: 3.4536
Iteration 5
Adding measurement 2c018104 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.279e+03, gradient 1.767e-02, dot -0.257; [564c6017-b895-4c67-97be-14df515b5823 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -6.881485771287675, -3.621273249783341, -3.0540545869928932, -2.5417151895826966
LBFGS Accumulation History: 3 points
Removed measurement 2c018104 to history. Total: 3
th(0)=-6.881485771287675;dx=-3.1193687433910954E-4
New Minimum: -6.881485771287675 > -8.650055544368588
WOLF (strong): th(42000.000000000015)=-8.650055544368588; dx=1.297911093106888E-5 evalInputDelta=1.7685697730809125
New Minimum: -8.650055544368588 > -8.978465776948957
END: th(21000.000000000007)=-8.978465776948957; dx=-2.787075058824297E-6 evalInputDelta=2.0969800056612815
Fitness changed from -6.881485771287675 to -8.978465776948957
Iteration 6 complete. Error: -8.978465776948957 Total: 4.9948; Orientation: 0.4762; Line Search: 3.4153
Adding measurement 7f07ee4c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.093e+03, gradient 2.347e-02, dot -0.161; [564c6017-b895-4c67-97be-14df515b5823 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -8.978465776948957, -3.621273249783341, -3.0540545869928932, -2.5417151895826966
LBFGS Accumulation History: 3 points
Removed measurement 7f07ee4c to history. Total: 3
th(0)=-8.978465776948957;dx=-5.508335745640875E-4
New Minimum: -8.978465776948957 > -9.65997298045827
WOLF (strong): th(45243.12849066957)=-9.65997298045827; dx=2.868977535798702E-5 evalInputDelta=0.6815072035093142
New Minimum: -9.65997298045827 > -10.663295543580206
WOLF (strong): th(22621.564245334786)=-10.663295543580206; dx=2.005660653997965E-5 evalInputDelta=1.6848297666312497
New Minimum: -10.663295543580206 > -11.009861617643306
END: th(7540.521415111595)=-11.009861617643306; dx=-8.228890949970147E-5 evalInputDelta=2.0313958406943495
Fitness changed from -8.978465776948957 to -11.009861617643306
Iteration 7 complete. Error: -11.009861617643306 Total: 6.2651; Orientation: 0.4803; Line Search: 4.5685
Adding measurement 23a7168a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.304e+06, gradient 1.888e-02, dot -0.215; [564c6017-b895-4c67-97be-14df515b5823 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -11.009861617643306, -3.621273249783341, -3.0540545869928932, -2.5417151895826966
LBFGS Accumulation History: 3 points
Removed measurement 23a7168a to history. Total: 3
th(0)=-11.009861617643306;dx=-3.562881666401706E-4
New Minimum: -11.009861617643306 > -12.679406823642308
WOLF (strong): th(16245.56091764473)=-12.679406823642308; dx=2.3350121259123905E-5 evalInputDelta=1.6695452059990021
END: th(8122.780458822365)=-12.652436697051014; dx=-9.332013432547081E-5 evalInputDelta=1.6425750794077079
Fitness changed from -11.009861617643306 to -12.679406823642308
Iteration 8 complete. Error: -12.679406823642308 Total: 6.1878; Orientation: 1.5171; Line Search: 3.5901
Adding measurement 363f81a9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.807e+04, gradient 2.535e-02, dot -0.162; [564c6017-b895-4c67-97be-14df515b5823 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -12.679406823642308, -3.621273249783341, -3.0540545869928932, -2.5417151895826966
LBFGS Accumulation History: 3 points
Removed measurement 363f81a9 to history. Total: 3
th(0)=-12.679406823642308;dx=-6.421177979818943E-4
New Minimum: -12.679406823642308 > -13.799353399923257
WOLF (strong): th(17500.000000000007)=-13.799353399923257; dx=1.0802618282928365E-4 evalInputDelta=1.1199465762809488
New Minimum: -13.799353399923257 > -14.711606447238223
END: th(8750.000000000004)=-14.711606447238223; dx=-1.1402305392318645E-5 evalInputDelta=2.0321996235959148
Fitness changed from -12.679406823642308 to -14.711606447238223
Iteration 9 complete. Error: -14.711606447238223 Total: 5.0492; Orientation: 0.4808; Line Search: 3.4576
Adding measurement 22ac897e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.925e+03, gradient 2.350e-02, dot -0.120; [564c6017-b895-4c67-97be-14df515b5823 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -14.711606447238223, -3.621273249783341, -3.0540545869928932, -2.5417151895826966
LBFGS Accumulation History: 3 points
Removed measurement 22ac897e to history. Total: 3
th(0)=-14.711606447238223;dx=-5.521128656844429E-4
New Minimum: -14.711606447238223 > -14.742118884753815
WOLF (strong): th(18851.303537778993)=-14.742118884753815; dx=9.12416395036274E-5 evalInputDelta=0.03051243751559163
New Minimum: -14.742118884753815 > -16.126895911843853
WOLF (strong): th(9425.651768889496)=-16.126895911843853; dx=6.1787618889716525E-6 evalInputDelta=1.41528946460563
END: th(3141.8839229631653)=-15.905720299442239; dx=-3.0487871156986116E-4 evalInputDelta=1.1941138522040156
Fitness changed from -14.711606447238223 to -16.126895911843853
Iteration 10 complete. Error: -16.126895911843853 Total: 6.1748; Orientation: 0.4780; Line Search: 4.6033
Iteration 10
Adding measurement 131c36e8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.876e+03, gradient 2.679e-02, dot -0.072; [564c6017-b895-4c67-97be-14df515b5823 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -16.126895911843853, -3.621273249783341, -3.0540545869928932, -2.5417151895826966
LBFGS Accumulation History: 3 points
Removed measurement 131c36e8 to history. Total: 3
th(0)=-16.126895911843853;dx=-7.171054459543369E-4
New Minimum: -16.126895911843853 > -17.886786356732514
END: th(6768.983715685306)=-17.886786356732514; dx=-3.415969608576365E-5 evalInputDelta=1.7598904448886614
Fitness changed from -16.126895911843853 to -17.886786356732514
Iteration 11 complete. Error: -17.886786356732514 Total: 3.9444; Orientation: 0.4859; Line Search: 2.2768
Adding measurement 47ee9fed to history. Total: 3
Accepted: LBFGS Orientation magnitude: 5.195e+02, gradient 2.515e-02, dot 0.612; [564c6017-b895-4c67-97be-14df515b5823 = 1.000/1.000e+00]
Constructing line search parameters: LBFGS+Trust
th(0)=-17.886786356732514;dx=-7.99204486829108
Armijo: th(14583.333333333343)=-7.853360011910324; dx=-8.582146903852853E-5 evalInputDelta=-10.03342634482219
Armijo: th(7291.6666666666715)=-7.92355983252054; dx=-1.338915138571397E-4 evalInputDelta=-9.963226524211976
Armijo: th(2430.555555555557)=-8.182626046791095; dx=-3.931224706706033E-4 evalInputDelta=-9.70416030994142
Armijo: th(607.6388888888893)=-9.168011461075173; dx=-4.506338787046978E-4 evalInputDelta=-8.718774895657342
Armijo: th(121.52777777777786)=-8.439863535387918; dx=-2.123382388850019E-4 evalInputDelta=-9.446922821344597
Armijo: th(20.254629629629644)=-10.334239597364887; dx=0.1106174672285255 evalInputDelta=-7.552546759367628
New Minimum: -17.886786356732514 > -20.41965168139071
WOLF (strong): th(2.8935185185185204)=-20.41965168139071; dx=0.11145974394592278 evalInputDelta=2.5328653246581965
END: th(0.36168981481481505)=-19.841384569147806; dx=-4.437438631010123 evalInputDelta=1.9545982124152914
Fitness changed from -17.886786356732514 to -20.41965168139071
Iteration 12 complete. Error: -20.41965168139071 Total: 12.0946; Orientation: 0.4683; Line Search: 10.5262
Adding measurement 66e8629a to history. Total: 4
Rejected: LBFGS Orientation magnitude: 3.147e+03, gradient 3.490e-02, dot -0.087; [564c6017-b895-4c67-97be-14df515b5823 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -20.41965168139071, -17.886786356732514, -3.621273249783341, -3.0540545869928932, -2.5417151895826966
Rejected: LBFGS Orientation magnitude: 1.430e+03, gradient 3.490e-02, dot -0.150; [564c6017-b895-4c67-97be-14df515b5823 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -20.41965168139071, -17.886786356732514, -3.621273249783341, -3.0540545869928932
LBFGS Accumulation History: 3 points
Removed measurement 66e8629a to history. Total: 4
Removed measurement 47ee9fed to history. Total: 3
th(0)=-20.41965168139071;dx=-0.0012174245887713504
New Minimum: -20.41965168139071 > -20.420543459192228
WOLFE (weak): th(0.7792370840682455)=-20.420543459192228; dx=-0.0012170055096609518 evalInputDelta=8.917778015167244E-4
New Minimum: -20.420543459192228 > -20.421433965543123
WOLFE (weak): th(1.558474168136491)=-20.421433965543123; dx=-0.001216427263452073 evalInputDelta=0.0017822841524122168
New Minimum: -20.421433965543123 > -20.424999299574676
WOLFE (weak): th(4.6754225044094735)=-20.424999299574676; dx=-0.0012155660062029047 evalInputDelta=0.005347618183964897
New Minimum: -20.424999299574676 > -20.44099435765152
WOLFE (weak): th(18.701690017637894)=-20.44099435765152; dx=-0.0012150255828899403 evalInputDelta=0.02134267626080799
New Minimum: -20.44099435765152 > -20.526134563437
WOLFE (weak): th(93.50845008818948)=-20.526134563437; dx=-0.001205470910539245 evalInputDelta=0.10648288204628997
New Minimum: -20.526134563437 > -21.048982865486966
WOLFE (weak): th(561.0507005291369)=-21.048982865486966; dx=-0.0011432531069470418 evalInputDelta=0.6293311840962552
New Minimum: -21.048982865486966 > -24.04159348783719
END: th(3927.354903703958)=-24.04159348783719; dx=-6.817932901148041E-4 evalInputDelta=3.621941806446479
Fitness changed from -20.41965168139071 to -24.04159348783719
Iteration 13 complete. Error: -24.04159348783719 Total: 11.4069; Orientation: 1.0663; Line Search: 9.2648
Adding measurement 2b01eb07 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.672e+05, gradient 2.758e-02, dot -0.072; [564c6017-b895-4c67-97be-14df515b5823 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -24.04159348783719, -3.621273249783341, -3.0540545869928932, -2.5417151895826966
LBFGS Accumulation History: 3 points
Removed measurement 2b01eb07 to history. Total: 3
th(0)=-24.04159348783719;dx=-7.603953330990658E-4
New Minimum: -24.04159348783719 > -28.147733021858503
END: th(8461.229644606636)=-28.147733021858503; dx=-3.814250118365067E-4 evalInputDelta=4.106139534021313
Fitness changed from -24.04159348783719 to -28.147733021858503
Iteration 14 complete. Error: -28.147733021858503 Total: 3.9136; Orientation: 0.4731; Line Search: 2.3329
Adding measurement 51bce110 to history. Total: 3
Accepted: LBFGS Orientation magnitude: 2.276e+03, gradient 2.549e-02, dot 0.217; [564c6017-b895-4c67-97be-14df515b5823 = 1.000/1.000e+00]
th(0)=-28.147733021858503;dx=-12.59113841246878
Armijo: th(18229.166666666682)=-7.382372029035943; dx=-1.4807649804609658E-4 evalInputDelta=-20.76536099282256
Armijo: th(9114.583333333341)=-7.4110827219957125; dx=-2.627017598848215E-4 evalInputDelta=-20.73665029986279
Armijo: th(3038.194444444447)=-7.559872594609278; dx=-8.081783529534576E-4 evalInputDelta=-20.587860427249225
Armijo: th(759.5486111111118)=-7.949483333290039; dx=-0.003290218942586544 evalInputDelta=-20.198249688568463
Armijo: th(151.90972222222234)=-9.309217893060298; dx=-0.007353601012656296 evalInputDelta=-18.838515128798207
Armijo: th(25.318287037037056)=-10.935529246522721; dx=0.04106740110200749 evalInputDelta=-17.21220377533578
Armijo: th(3.616898148148151)=-20.009031787204044; dx=1.5367813804537762 evalInputDelta=-8.138701234654459
New Minimum: -28.147733021858503 > -30.753242044289312
END: th(0.4521122685185189)=-30.753242044289312; dx=-4.438774150154204 evalInputDelta=2.605509022430809
Fitness changed from -28.147733021858503 to -30.753242044289312
Iteration 15 complete. Error: -30.753242044289312 Total: 11.9714; Orientation: 0.4690; Line Search: 10.4156
Iteration 15
Adding measurement 12496865 to history. Total: 4
Rejected: LBFGS Orientation magnitude: 2.591e+03, gradient 2.987e-02, dot -0.032; [564c6017-b895-4c67-97be-14df515b5823 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -30.753242044289312, -28.147733021858503, -3.621273249783341, -3.0540545869928932, -2.5417151895826966
Rejected: LBFGS Orientation magnitude: 2.818e+03, gradient 2.987e-02, dot -0.042; [564c6017-b895-4c67-97be-14df515b5823 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -30.753242044289312, -28.147733021858503, -3.621273249783341, -3.0540545869928932
LBFGS Accumulation History: 3 points
Removed measurement 12496865 to history. Total: 4
Removed measurement 51bce110 to history. Total: 3
th(0)=-30.753242044289312;dx=-8.911664408859325E-4
New Minimum: -30.753242044289312 > -30.754003180883846
WOLFE (weak): th(0.974046355085307)=-30.754003180883846; dx=-8.882445617574757E-4 evalInputDelta=7.611365945336956E-4
New Minimum: -30.754003180883846 > -30.754757751472127
WOLFE (weak): th(1.948092710170614)=-30.754757751472127; dx=-8.884766670748535E-4 evalInputDelta=0.0015157071828149071
New Minimum: -30.754757751472127 > -30.757790578392154
WOLFE (weak): th(5.844278130511842)=-30.757790578392154; dx=-8.879622262546368E-4 evalInputDelta=0.004548534102841728
New Minimum: -30.757790578392154 > -30.771443597939474
WOLFE (weak): th(23.37711252204737)=-30.771443597939474; dx=-8.864352278383455E-4 evalInputDelta=0.018201553650161628
New Minimum: -30.771443597939474 > -30.84420115656288
WOLFE (weak): th(116.88556261023685)=-30.84420115656288; dx=-8.84380801852293E-4 evalInputDelta=0.09095911227356979
New Minimum: -30.84420115656288 > -31.281775846836286
WOLFE (weak): th(701.3133756614211)=-31.281775846836286; dx=-8.196780420212809E-4 evalInputDelta=0.5285338025469741
New Minimum: -31.281775846836286 > -33.48365413274563
END: th(4909.193629629948)=-33.48365413274563; dx=-4.7720488026267607E-4 evalInputDelta=2.7304120884563154
Fitness changed from -30.753242044289312 to -33.48365413274563
Iteration 16 complete. Error: -33.48365413274563 Total: 12.5800; Orientation: 1.0398; Line Search: 10.4133
Adding measurement 5688a989 to history. Total: 3
Accepted: LBFGS Orientation magnitude: 7.926e+02, gradient 2.504e-02, dot 0.412; [564c6017-b895-4c67-97be-14df515b5823 = 1.000/1.000e+00]
th(0)=-33.48365413274563;dx=-8.162669953411562
Armijo: th(10576.537055758296)=-7.299124592677691; dx=-3.4704473966388946E-4 evalInputDelta=-26.184529540067935
Armijo: th(5288.268527879148)=-7.478207893753398; dx=-5.39710995787925E-4 evalInputDelta=-26.005446238992228
Armijo: th(1762.7561759597158)=-7.779358946777628; dx=-0.0015635818953610903 evalInputDelta=-25.704295185968
Armijo: th(440.68904398992896)=-8.725748731723993; dx=-0.004104479139252081 evalInputDelta=-24.757905401021635
Armijo: th(88.1378087979858)=-9.713043354155108; dx=5.139424638084889E-4 evalInputDelta=-23.77061077859052
Armijo: th(14.689634799664299)=-16.18473239143541; dx=0.24995196854137786 evalInputDelta=-17.298921741310217
New Minimum: -33.48365413274563 > -36.067821233617366
END: th(2.0985192570949)=-36.067821233617366; dx=-0.853310375272979 evalInputDelta=2.5841671008717384
Fitness changed from -33.48365413274563 to -36.067821233617366
Iteration 17 complete. Error: -36.067821233617366 Total: 10.8445; Orientation: 0.4866; Line Search: 9.2607
Adding measurement 1359bacd to history. Total: 4
Rejected: LBFGS Orientation magnitude: 2.314e+04, gradient 4.034e-02, dot -0.022; [564c6017-b895-4c67-97be-14df515b5823 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -36.067821233617366, -33.48365413274563, -3.621273249783341, -3.0540545869928932, -2.5417151895826966
Rejected: LBFGS Orientation magnitude: 1.253e+04, gradient 4.034e-02, dot -0.021; [564c6017-b895-4c67-97be-14df515b5823 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -36.067821233617366, -33.48365413274563, -3.621273249783341, -3.0540545869928932
LBFGS Accumulation History: 3 points
Removed measurement 1359bacd to history. Total: 4
Removed measurement 5688a989 to history. Total: 3
th(0)=-36.067821233617366;dx=-0.0016252037929512832
New Minimum: -36.067821233617366 > -36.07454499572139
WOLFE (weak): th(4.5211226851851904)=-36.07454499572139; dx=-0.0016172227317218049 evalInputDelta=0.0067237621040234785
New Minimum: -36.07454499572139 > -36.08126750484902
WOLFE (weak): th(9.042245370370381)=-36.08126750484902; dx=-0.0016100318968382313 evalInputDelta=0.013446271231657647
New Minimum: -36.08126750484902 > -36.108163149170615
WOLFE (weak): th(27.126736111111143)=-36.108163149170615; dx=-0.0016092781961853531 evalInputDelta=0.04034191555324895
New Minimum: -36.108163149170615 > -36.22899578673309
WOLFE (weak): th(108.50694444444457)=-36.22899578673309; dx=-0.001576908368188871 evalInputDelta=0.16117455311572115
New Minimum: -36.22899578673309 > -36.85282347202949
WOLFE (weak): th(542.5347222222229)=-36.85282347202949; dx=-0.0015034687899651111 evalInputDelta=0.785002238412126
New Minimum: -36.85282347202949 > -39.874267534308515
END: th(3255.208333333337)=-39.874267534308515; dx=-8.810824233323532E-4 evalInputDelta=3.8064463006911495
Fitness changed from -36.067821233617366 to -39.874267534308515
Iteration 18 complete. Error: -39.874267534308515 Total: 10.3022; Orientation: 1.1341; Line Search: 8.0539
Adding measurement 1abb7ea4 to history. Total: 3
Accepted: LBFGS Orientation magnitude: 4.631e+03, gradient 2.994e-02, dot 0.095; [564c6017-b895-4c67-97be-14df515b5823 = 1.000/1.000e+00]
th(0)=-39.874267534308515;dx=-13.155094890818011
Armijo: th(7013.133756614213)=-7.804202974830203; dx=-3.2649177062595426E-4 evalInputDelta=-32.07006455947831
Armijo: th(3506.5668783071064)=-7.742224634141165; dx=-6.484527069309406E-4 evalInputDelta=-32.13204290016735
Armijo: th(1168.855626102369)=-7.87712476952314; dx=-0.0017243730023637886 evalInputDelta=-31.997142764785377
Armijo: th(292.2139065255922)=-8.655897822622554; dx=-0.0056069512476383445 evalInputDelta=-31.21836971168596
Armijo: th(58.442781305118444)=-10.46327090962007; dx=-4.363836172644464E-4 evalInputDelta=-29.410996624688444
Armijo: th(9.740463550853073)=-13.961305725112823; dx=0.46583387560586487 evalInputDelta=-25.912961809195693
Armijo: th(1.3914947929790105)=-32.189216356562405; dx=2.1456587433815315 evalInputDelta=-7.685051177746111
New Minimum: -39.874267534308515 > -40.28572361458161
END: th(0.1739368491223763)=-40.28572361458161; dx=-6.5142649719582995 evalInputDelta=0.41145608027309777
Fitness changed from -39.874267534308515 to -40.28572361458161
Iteration 19 complete. Error: -40.28572361458161 Total: 11.9216; Orientation: 0.4683; Line Search: 10.3708
Adding measurement 2a2c26c to history. Total: 4
Accepted: LBFGS Orientation magnitude: 4.267e+03, gradient 3.201e-02, dot 0.029; [564c6017-b895-4c67-97be-14df515b5823 = 1.000/1.000e+00]
th(0)=-40.28572361458161;dx=-4.003053277661217
Armijo: th(0.3747355816240893)=-37.88367410083906; dx=1.779744849617175 evalInputDelta=-2.402049513742554
Armijo: th(0.18736779081204466)=-39.31593083865593; dx=0.6356337977037347 evalInputDelta=-0.9697927759256828
Armijo: th(0.06245593027068155)=-40.03497387074355; dx=-0.9575727203003261 evalInputDelta=-0.2507497438380639
Armijo: th(0.015613982567670388)=-40.23227225326477; dx=-1.7712795046483707 evalInputDelta=-0.05345136131684569
Armijo: th(0.003122796513534078)=-40.27559096270588; dx=-2.0203244463851266 evalInputDelta=-0.010132651875736087
Armijo: th(5.20466085589013E-4)=-40.28403543279503; dx=-2.114472228068659 evalInputDelta=-0.0016881817865836979
Armijo: th(7.435229794128758E-5)=-40.28547995096473; dx=-2.1518085244785983 evalInputDelta=-2.4366361688521465E-4
Armijo: th(9.294037242660947E-6)=-40.28569862350925; dx=-2.1491609170397936 evalInputDelta=-2.4991072365310174E-5
Armijo: th(1.0326708047401053E-6)=-40.28572361458161; dx=-2.148709422584882 evalInputDelta=0.0
New Minimum: -40.28572361458161 > -40.285726113688
END: th(1.0326708047401052E-7)=-40.285726113688; dx=-2.1511707778125038 evalInputDelta=2.4991063867219054E-6
Fitness changed from -40.28572361458161 to -40.285726113688
Iteration 20 complete. Error: -40.285726113688 Total: 14.4241; Orientation: 0.6301; Line Search: 12.6977
Iteration 20
Adding measurement 644cfc34 to history. Total: 5
Accepted: LBFGS Orientation magnitude: 8.413e+04, gradient 3.201e-02, dot 0.000; [564c6017-b895-4c67-97be-14df515b5823 = 1.000/1.000e+00]
th(0)=-40.285726113688;dx=-0.9634152612940792
New Minimum: -40.285726113688 > -40.28573236145328
END: th(2.2248218051152247E-7)=-40.28573236145328; dx=-0.6231723652404169 evalInputDelta=6.24776527757831E-6
Fitness changed from -40.285726113688 to -40.28573236145328
Iteration 21 complete. Error: -40.28573236145328 Total: 4.0965; Orientation: 0.6863; Line Search: 2.2975
Adding measurement 454da880 to history. Total: 6
Rejected: LBFGS Orientation magnitude: 1.398e+08, gradient 3.202e-02, dot -0.010; [564c6017-b895-4c67-97be-14df515b5823 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -40.28573236145328, -40.285726113688, -40.28572361458161, -39.874267534308515, -3.621273249783341, -3.0540545869928932, -2.5417151895826966
Rejected: LBFGS Orientation magnitude: 1.013e+08, gradient 3.202e-02, dot -0.006; [564c6017-b895-4c67-97be-14df515b5823 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -40.28573236145328, -40.285726113688, -40.28572361458161, -39.874267534308515, -3.621273249783341, -3.0540545869928932
Accepted: LBFGS Orientation magnitude: 1.449e+07, gradient 3.202e-02, dot 0.002; [564c6017-b895-4c67-97be-14df515b5823 = 1.000/1.000e+00]
Overwriting history with 5 points
th(0)=-40.28573236145328;dx=-749.6267546743404
Armijo: th(4.793233276079595E-7)=-40.27420233586692; dx=8875.759690332849 evalInputDelta=-0.011530025586360182
Armijo: th(2.3966166380397976E-7)=-40.27997900879922; dx=8778.500739822273 evalInputDelta=-0.005753352654053856
Armijo: th(7.988722126799326E-8)=-40.283832996179875; dx=8670.26635508829 evalInputDelta=-0.001899365273402509
Armijo: th(1.9971805316998314E-8)=-40.2852675250706; dx=8678.056630202027 evalInputDelta=-4.64836382676026E-4
Armijo: th(3.994361063399663E-9)=-40.2856548890953; dx=8658.37850013511 evalInputDelta=-7.747235797950225E-5
Armijo: th(6.657268438999438E-10)=-40.28573236145328; dx=-470.94002457271336 evalInputDelta=0.0
MIN ALPHA (9.510383484284912E-11): th(0.0)=-40.28573236145328
Fitness changed from -40.28573236145328 to -40.28573236145328
Static Iteration Total: 12.3252; Orientation: 2.0576; Line Search: 9.1607
Iteration 22 failed. Error: -40.28573236145328
Previous Error: 0.0 -> -40.28573236145328
Retrying iteration 22
Reset training subject: 3022554400557
Adding measurement 2451eafc to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=-40.28573236145328;dx=-0.0010240630309802945
WOLFE (weak): th(2.1544346900318838E-10)=-40.28573236145328; dx=-0.0010233598306583378 evalInputDelta=0.0
WOLFE (weak): th(4.3088693800637676E-10)=-40.28573236145328; dx=-0.0010236355463391902 evalInputDelta=0.0
WOLFE (weak): th(1.2926608140191302E-9)=-40.28573236145328; dx=-0.001023346601036559 evalInputDelta=0.0
WOLFE (weak): th(5.170643256076521E-9)=-40.28573236145328; dx=-0.0010233061678739871 evalInputDelta=0.0
WOLFE (weak): th(2.5853216280382606E-8)=-40.28573236145328; dx=-0.00102338716474135 evalInputDelta=0.0
WOLFE (weak): th(1.5511929768229565E-7)=-40.28573236145328; dx=-0.0010233938986783887 evalInputDelta=0.0
WOLFE (weak): th(1.0858350837760695E-6)=-40.28573236145328; dx=-0.0010235392003617254 evalInputDelta=0.0
New Minimum: -40.28573236145328 > -40.28573735966481
WOLFE (weak): th(8.686680670208556E-6)=-40.28573735966481; dx=-0.0010233227681961821 evalInputDelta=4.998211529994023E-6
WOLFE (weak): th(7.8180126031877E-5)=-40.28573486055912; dx=-0.001023448908580726 evalInputDelta=2.499105839603999E-6
Armijo: th(7.818012603187701E-4)=-40.28573236145328; dx=-0.001023643499531542 evalInputDelta=0.0
WOLFE (weak): th(4.2999069317532356E-4)=-40.28573735966481; dx=-0.0010233704501855204 evalInputDelta=4.998211529994023E-6
WOLFE (weak): th(6.058959767470468E-4)=-40.28573486055912; dx=-0.0010234292671793472 evalInputDelta=2.499105839603999E-6
Armijo: th(6.938486185329084E-4)=-40.28573236145328; dx=-0.0010234753039327724 evalInputDelta=0.0
Armijo: th(6.498722976399777E-4)=-40.28573236145328; dx=-0.001023687596778412 evalInputDelta=0.0
WOLFE (weak): th(6.278841371935122E-4)=-40.28573735966481; dx=-0.0010236056703534192 evalInputDelta=4.998211529994023E-6
WOLFE (weak): th(6.388782174167449E-4)=-40.28573486055912; dx=-0.0010235309829096147 evalInputDelta=2.499105839603999E-6
Armijo: th(6.443752575283612E-4)=-40.28573236145328; dx=-0.0010233751596229255 evalInputDelta=0.0
Armijo: th(6.41626737472553E-4)=-40.28573236145328; dx=-0.00102353627896148 evalInputDelta=0.0
Armijo: th(6.402524774446489E-4)=-40.28573236145328; dx=-0.0010234142283877846 evalInputDelta=0.0
WOLFE (weak): th(6.39565347430697E-4)=-40.28573486055912; dx=-0.0010232212105460593 evalInputDelta=2.499105839603999E-6
WOLFE (weak): th(6.39908912437673E-4)=-40.28573486055912; dx=-0.001023314086375372 evalInputDelta=2.499105839603999E-6
Armijo: th(6.400806949411609E-4)=-40.28573236145328; dx=-0.001023183908703212 evalInputDelta=0.0
Armijo: th(6.39994803689417E-4)=-40.28573236145328; dx=-0.0010233324327496582 evalInputDelta=0.0
Armijo: th(6.39951858063545E-4)=-40.28573236145328; dx=-0.0010232794649481058 evalInputDelta=0.0
Armijo: th(6.399303852506089E-4)=-40.28573236145328; dx=-0.001023445280651822 evalInputDelta=0.0
WOLFE (weak): th(6.399196488441409E-4)=-40.28573486055912; dx=-0.0010237214760493846 evalInputDelta=2.499105839603999E-6
Armijo: th(6.39925017047375E-4)=-40.28573236145328; dx=-0.0010237032885051956 evalInputDelta=0.0
mu ~= nu (6.399196488441409E-4): th(8.686680670208556E-6)=-40.28573735966481
Fitness changed from -40.28573236145328 to -40.28573735966481
Iteration 23 complete. Error: -40.28573735966481 Total: 36.9422; Orientation: 0.0222; Line Search: 33.5796
Adding measurement 210fc6cf to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-40.28573735966481;dx=-0.0010238449950973848
Armijo: th(0.0013786708730244741)=-40.28573735966481; dx=-0.0010232421904348484 evalInputDelta=0.0
Armijo: th(6.893354365122371E-4)=-40.28573735966481; dx=-0.0010234208843748318 evalInputDelta=0.0
Armijo: th(2.2977847883741236E-4)=-40.28573735966481; dx=-0.001023150568587389 evalInputDelta=0.0
Armijo: th(5.744461970935309E-5)=-40.28573236145328; dx=-0.0010235979664435795 evalInputDelta=-4.998211529994023E-6
Armijo: th(1.1488923941870617E-5)=-40.28573236145328; dx=-0.0010234476516551242 evalInputDelta=-4.998211529994023E-6
WOLFE (weak): th(1.9148206569784364E-6)=-40.28573735966481; dx=-0.001023358809558665 evalInputDelta=0.0
Armijo: th(6.701872299424527E-6)=-40.28573236145328; dx=-0.0010234798978527681 evalInputDelta=-4.998211529994023E-6
Armijo: th(4.308346478201481E-6)=-40.28573236145328; dx=-0.0010235120343347615 evalInputDelta=-4.998211529994023E-6
Armijo: th(3.1115835675899586E-6)=-40.28573486055912; dx=-0.0010234456789498666 evalInputDelta=-2.4991056903900244E-6
WOLFE (weak): th(2.5132021122841973E-6)=-40.28573735966481; dx=-0.001022872065213036 evalInputDelta=0.0
Armijo: th(2.812392839937078E-6)=-40.28573486055912; dx=-0.0010235480383194069 evalInputDelta=-2.4991056903900244E-6
WOLFE (weak): th(2.6627974761106376E-6)=-40.28573735966481; dx=-0.0010231282335809745 evalInputDelta=0.0
Armijo: th(2.737595158023858E-6)=-40.28573486055912; dx=-0.001023200905706493 evalInputDelta=-2.4991056903900244E-6
WOLFE (weak): th(2.7001963170672477E-6)=-40.28573735966481; dx=-0.0010234313190169678 evalInputDelta=0.0
Armijo: th(2.7188957375455528E-6)=-40.28573486055912; dx=-0.0010234290170326535 evalInputDelta=-2.4991056903900244E-6
Armijo: th(2.7095460273064E-6)=-40.28573486055912; dx=-0.0010233145033510898 evalInputDelta=-2.4991056903900244E-6
WOLFE (weak): th(2.704871172186824E-6)=-40.28573735966481; dx=-0.0010234006318875833 evalInputDelta=0.0
Armijo: th(2.7072085997466117E-6)=-40.28573486055912; dx=-0.0010235599592695532 evalInputDelta=-2.4991056903900244E-6
Armijo: th(2.7060398859667176E-6)=-40.28573486055912; dx=-0.0010232215840753037 evalInputDelta=-2.4991056903900244E-6
Armijo: th(2.7054555290767705E-6)=-40.28573486055912; dx=-0.0010234565023929608 evalInputDelta=-2.4991056903900244E-6
WOLFE (weak): th(2.705163350631797E-6)=-40.28573735966481; dx=-0.0010233985920918333 evalInputDelta=0.0
Armijo: th(2.7053094398542838E-6)=-40.28573486055912; dx=-0.0010228725759747147 evalInputDelta=-2.4991056903900244E-6
Armijo: th(2.7052363952430404E-6)=-40.28573486055912; dx=-0.0010235604258567491 evalInputDelta=-2.4991056903900244E-6
Armijo: th(2.7051998729374185E-6)=-40.28573486055912; dx=-0.0010233067318089273 evalInputDelta=-2.4991056903900244E-6
Armijo: th(2.7051816117846077E-6)=-40.28573486055912; dx=-0.0010231581709362286 evalInputDelta=-2.4991056903900244E-6
mu ~= nu (2.705163350631797E-6): th(0.0)=-40.28573735966481
Fitness changed from -40.28573735966481 to -40.28573735966481
Static Iteration Total: 32.3278; Orientation: 0.0202; Line Search: 31.2228
Iteration 24 failed. Error: -40.28573735966481
Previous Error: 0.0 -> -40.28573735966481
Retrying iteration 24
Reset training subject: 3091824336456
Adding measurement 433d89d7 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=-40.28573735966481;dx=-0.0010240072460854744
Armijo: th(5.828117436034575E-6)=-40.28573486055912; dx=-0.001023538276393371 evalInputDelta=-2.4991056903900244E-6
Armijo: th(2.9140587180172877E-6)=-40.28573486055912; dx=-0.0010234925556618962 evalInputDelta=-2.4991056903900244E-6
WOLFE (weak): th(9.713529060057626E-7)=-40.28573735966481; dx=-0.001023537593671713 evalInputDelta=0.0
WOLFE (weak): th(1.942705812011525E-6)=-40.28573735966481; dx=-0.001023202454265672 evalInputDelta=0.0
WOLFE (weak): th(2.428382265014406E-6)=-40.28573735966481; dx=-0.0010233707166260953 evalInputDelta=0.0
WOLFE (weak): th(2.671220491515847E-6)=-40.28573735966481; dx=-0.0010235594319342512 evalInputDelta=0.0
Armijo: th(2.7926396047665676E-6)=-40.28573486055912; dx=-0.0010234418808581609 evalInputDelta=-2.4991056903900244E-6
Armijo: th(2.7319300481412074E-6)=-40.28573486055912; dx=-0.001023421957673263 evalInputDelta=-2.4991056903900244E-6
WOLFE (weak): th(2.7015752698285275E-6)=-40.28573735966481; dx=-0.0010234828718364269 evalInputDelta=0.0
Armijo: th(2.716752658984867E-6)=-40.28573486055912; dx=-0.0010234848569362276 evalInputDelta=-2.4991056903900244E-6
Armijo: th(2.7091639644066973E-6)=-40.28573486055912; dx=-0.0010231220862583043 evalInputDelta=-2.4991056903900244E-6
Armijo: th(2.7053696171176124E-6)=-40.28573486055912; dx=-0.001023326825470033 evalInputDelta=-2.4991056903900244E-6
WOLFE (weak): th(2.70347244347307E-6)=-40.28573735966481; dx=-0.00102355334046853 evalInputDelta=0.0
WOLFE (weak): th(2.704421030295341E-6)=-40.28573735966481; dx=-0.0010234938315314514 evalInputDelta=0.0
WOLFE (weak): th(2.7048953237064765E-6)=-40.28573735966481; dx=-0.0010232274030709241 evalInputDelta=0.0
WOLFE (weak): th(2.7051324704120442E-6)=-40.28573735966481; dx=-0.001023278618210003 evalInputDelta=0.0
Armijo: th(2.705251043764828E-6)=-40.28573486055912; dx=-0.0010234355110337382 evalInputDelta=-2.4991056903900244E-6
Armijo: th(2.705191757088436E-6)=-40.28573486055912; dx=-0.001023102328618266 evalInputDelta=-2.4991056903900244E-6
WOLFE (weak): th(2.70516211375024E-6)=-40.28573735966481; dx=-0.0010231990543419721 evalInputDelta=0.0
WOLFE (weak): th(2.705176935419338E-6)=-40.28573735966481; dx=-0.001023213555683329 evalInputDelta=0.0
mu ~= nu (2.705176935419338E-6): th(0.0)=-40.28573735966481
Fitness changed from -40.28573735966481 to -40.28573735966481
Static Iteration Total: 28.7679; Orientation: 0.0225; Line Search: 25.4227
Iteration 25 failed. Error: -40.28573735966481
Previous Error: 0.0 -> -40.28573735966481
Optimization terminated 25
Final threshold in iteration 25: -40.28573735966481 (> -Infinity) after 277.128s (< 3600.000s)