Reset training subject: 44853950273400
Reset training subject: 44861247537100
Adding measurement 1181a376 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=10.1296721030958;dx=-5.04705853138348E-7
New Minimum: 10.1296721030958 > 10.129671498201787
WOLFE (weak): th(2.154434690031884)=10.129671498201787; dx=-5.048141416939656E-7 evalInputDelta=6.048940122127533E-7
New Minimum: 10.129671498201787 > 10.12967092730105
WOLFE (weak): th(4.308869380063768)=10.12967092730105; dx=-5.054462527246317E-7 evalInputDelta=1.1757947504520416E-6
New Minimum: 10.12967092730105 > 10.129668602254242
WOLFE (weak): th(12.926608140191302)=10.129668602254242; dx=-5.042333822869334E-7 evalInputDelta=3.5008415579795837E-6
New Minimum: 10.129668602254242 > 10.12965845502913
WOLFE (weak): th(51.70643256076521)=10.12965845502913; dx=-5.041891608948135E-7 evalInputDelta=1.364806666970253E-5
New Minimum: 10.12965845502913 > 10.129603434354067
WOLFE (weak): th(258.53216280382605)=10.129603434354067; dx=-5.034018948257573E-7 evalInputDelta=6.866874173283577E-5
New Minimum: 10.129603434354067 > 10.12926032487303
WOLFE (weak): th(1551.1929768229563)=10.12926032487303; dx=-5.05465189500211E-7 evalInputDelta=4.117782227694988E-4
New Minimum: 10.12926032487303 > 10.126776805147529
WOLFE (weak): th(10858.350837760694)=10.126776805147529; dx=-5.069331250909842E-7 evalInputDelta=0.002895297948271036
New Minimum: 10.126776805147529 > 10.10727946460247
WOLFE (weak): th(86866.80670208555)=10.10727946460247; dx=-4.7222587099237124E-7 evalInputDelta=0.022392638493329287
New Minimum: 10.10727946460247 > 10.005517363082618
END: th(781801.26031877)=10.005517363082618; dx=-2.5087693124710203E-7 evalInputDelta=0.12415474001318216
Fitness changed from 10.1296721030958 to 10.005517363082618
Iteration 1 complete. Error: 10.005517363082618 Total: 93.3331; Orientation: 0.1155; Line Search: 71.5786
Adding measurement 54720caf to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=10.005517363082618;dx=-9.600865463804284E-7
New Minimum: 10.005517363082618 > 9.245359305292368
END: th(1684339.7559414052)=9.245359305292368; dx=-2.926142072084068E-7 evalInputDelta=0.7601580577902496
Fitness changed from 10.005517363082618 to 9.245359305292368
Iteration 2 complete. Error: 9.245359305292368 Total: 21.2293; Orientation: 0.0025; Line Search: 14.2127
Adding measurement 5ecfcaa3 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=9.245359305292368;dx=-1.5445937303139048E-6
New Minimum: 9.245359305292368 > 8.056728752329946
END: th(3628800.0)=8.056728752329946; dx=-2.46689887740416E-7 evalInputDelta=1.1886305529624224
Fitness changed from 9.245359305292368 to 8.056728752329946
Iteration 3 complete. Error: 8.056728752329946 Total: 21.3609; Orientation: 0.0028; Line Search: 14.1710
Adding measurement 6c5e35bc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.049e+04, gradient 1.010e-03, dot -0.208; [84196b37-7c05-44b0-baf8-3bc9bed87324 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 8.056728752329946, 9.245359305292368, 10.005517363082618, 10.1296721030958
LBFGS Accumulation History: 3 points
Removed measurement 6c5e35bc to history. Total: 3
th(0)=8.056728752329946;dx=-1.017347447274608E-6
New Minimum: 8.056728752329946 > 5.9932093732059
END: th(7818012.6031877)=5.9932093732059; dx=-1.8552859612598295E-7 evalInputDelta=2.0635193791240454
Fitness changed from 8.056728752329946 to 5.9932093732059
Iteration 4 complete. Error: 5.9932093732059 Total: 22.1306; Orientation: 0.0698; Line Search: 14.7965
Adding measurement 2d301b0e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.415e+04, gradient 8.115e-04, dot -0.209; [84196b37-7c05-44b0-baf8-3bc9bed87324 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.9932093732059, 9.245359305292368, 10.005517363082618, 10.1296721030958
LBFGS Accumulation History: 3 points
Removed measurement 2d301b0e to history. Total: 3
th(0)=5.9932093732059;dx=-6.567366810611271E-7
New Minimum: 5.9932093732059 > 5.4847377724945545
WOLF (strong): th(1.684339755941405E7)=5.4847377724945545; dx=5.2840813801332925E-8 evalInputDelta=0.5084716007113457
New Minimum: 5.4847377724945545 > 4.518217153847218
END: th(8421698.779707026)=4.518217153847218; dx=-1.3104962401571501E-7 evalInputDelta=1.4749922193586826
Fitness changed from 5.9932093732059 to 4.518217153847218
Iteration 5 complete. Error: 4.518217153847218 Total: 28.4040; Orientation: 0.0374; Line Search: 21.2984
Adding measurement 1dd8abb0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.453e+04, gradient 6.512e-04, dot -0.145; [84196b37-7c05-44b0-baf8-3bc9bed87324 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.518217153847218, 9.245359305292368, 10.005517363082618, 10.1296721030958
LBFGS Accumulation History: 3 points
Removed measurement 1dd8abb0 to history. Total: 3
th(0)=4.518217153847218;dx=-4.2337434783954936E-7
New Minimum: 4.518217153847218 > 4.365539964288473
END: th(1.8144E7)=4.365539964288473; dx=-4.007282073615398E-8 evalInputDelta=0.15267718955874443
Fitness changed from 4.518217153847218 to 4.365539964288473
Iteration 6 complete. Error: 4.365539964288473 Total: 21.1030; Orientation: 0.0366; Line Search: 13.9530
Adding measurement b7cf3fe to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.080e+03, gradient 7.102e-04, dot -0.071; [84196b37-7c05-44b0-baf8-3bc9bed87324 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.365539964288473, 9.245359305292368, 10.005517363082618, 10.1296721030958
LBFGS Accumulation History: 3 points
Removed measurement b7cf3fe to history. Total: 3
th(0)=4.365539964288473;dx=-5.035217214288596E-7
Armijo: th(3.90900630159385E7)=8.309633821249008; dx=1.289598252024546E-7 evalInputDelta=-3.944093856960535
Armijo: th(1.954503150796925E7)=4.423864614218473; dx=-1.4567842485644972E-8 evalInputDelta=-0.058324649930000305
New Minimum: 4.365539964288473 > 3.5861769020557404
END: th(6515010.502656416)=3.5861769020557404; dx=-2.093733175907097E-7 evalInputDelta=0.7793630622327328
Fitness changed from 4.365539964288473 to 3.5861769020557404
Iteration 7 complete. Error: 3.5861769020557404 Total: 35.6193; Orientation: 0.0349; Line Search: 28.2340
Adding measurement 3d494e91 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.175e+04, gradient 4.880e-04, dot -0.131; [84196b37-7c05-44b0-baf8-3bc9bed87324 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.5861769020557404, 9.245359305292368, 10.005517363082618, 10.1296721030958
LBFGS Accumulation History: 3 points
Removed measurement 3d494e91 to history. Total: 3
th(0)=3.5861769020557404;dx=-2.374528960785628E-7
New Minimum: 3.5861769020557404 > 3.351762268692255
END: th(1.4036164632845044E7)=3.351762268692255; dx=-8.237083998273389E-8 evalInputDelta=0.23441463336348534
Fitness changed from 3.5861769020557404 to 3.351762268692255
Iteration 8 complete. Error: 3.351762268692255 Total: 21.9975; Orientation: 0.0349; Line Search: 14.0059
Adding measurement 37306f13 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.023e+03, gradient 4.648e-04, dot -0.109; [84196b37-7c05-44b0-baf8-3bc9bed87324 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.351762268692255, 9.245359305292368, 10.005517363082618, 10.1296721030958
LBFGS Accumulation History: 3 points
Removed measurement 37306f13 to history. Total: 3
th(0)=3.351762268692255;dx=-2.1548862779897145E-7
Armijo: th(3.0240000000000004E7)=4.400373086333275; dx=1.3249032773192399E-8 evalInputDelta=-1.0486108176410198
New Minimum: 3.351762268692255 > 3.2277479730546474
END: th(1.5120000000000002E7)=3.2277479730546474; dx=-4.791485178027498E-8 evalInputDelta=0.12401429563760757
Fitness changed from 3.351762268692255 to 3.2277479730546474
Iteration 9 complete. Error: 3.2277479730546474 Total: 28.5583; Orientation: 0.0344; Line Search: 21.3109
Adding measurement 1866e6c4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.023e+03, gradient 4.507e-04, dot -0.099; [84196b37-7c05-44b0-baf8-3bc9bed87324 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.2277479730546474, 9.245359305292368, 10.005517363082618, 10.1296721030958
LBFGS Accumulation History: 3 points
Removed measurement 1866e6c4 to history. Total: 3
th(0)=3.2277479730546474;dx=-2.0248763548677806E-7
Armijo: th(3.2575052513282087E7)=4.914492521435022; dx=5.688668028599205E-8 evalInputDelta=-1.686744548380375
Armijo: th(1.6287526256641043E7)=3.2447140514850616; dx=-1.9936298309637066E-8 evalInputDelta=-0.0169660784304142
New Minimum: 3.2277479730546474 > 2.9852018877863884
END: th(5429175.418880348)=2.9852018877863884; dx=-1.1914175077248119E-7 evalInputDelta=0.24254608526825905
Fitness changed from 3.2277479730546474 to 2.9852018877863884
Iteration 10 complete. Error: 2.9852018877863884 Total: 34.9699; Orientation: 0.0343; Line Search: 27.9099
Adding measurement 285446f0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.542e+03, gradient 3.712e-04, dot -0.128; [84196b37-7c05-44b0-baf8-3bc9bed87324 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.9852018877863884, 9.245359305292368, 10.005517363082618, 10.1296721030958
LBFGS Accumulation History: 3 points
Removed measurement 285446f0 to history. Total: 3
th(0)=2.9852018877863884;dx=-1.371099905262633E-7
New Minimum: 2.9852018877863884 > 2.8450077325105667
END: th(1.1696803860704206E7)=2.8450077325105667; dx=-5.697709309052998E-8 evalInputDelta=0.14019415527582169
Fitness changed from 2.9852018877863884 to 2.8450077325105667
Iteration 11 complete. Error: 2.8450077325105667 Total: 21.2941; Orientation: 0.0344; Line Search: 14.2912
Adding measurement 561d0f60 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.934e+03, gradient 3.782e-04, dot -0.125; [84196b37-7c05-44b0-baf8-3bc9bed87324 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.8450077325105667, 9.245359305292368, 10.005517363082618, 10.1296721030958
LBFGS Accumulation History: 3 points
Removed measurement 561d0f60 to history. Total: 3
th(0)=2.8450077325105667;dx=-1.425023701961283E-7
Armijo: th(2.5200000000000007E7)=3.437991715967655; dx=1.2841192241283728E-8 evalInputDelta=-0.5929839834570885
New Minimum: 2.8450077325105667 > 2.8145486153662205
END: th(1.2600000000000004E7)=2.8145486153662205; dx=-3.4235855091699694E-8 evalInputDelta=0.030459117144346237
Fitness changed from 2.8450077325105667 to 2.8145486153662205
Iteration 12 complete. Error: 2.8145486153662205 Total: 29.4604; Orientation: 0.0416; Line Search: 22.4952
Adding measurement 15143e71 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.619e+03, gradient 3.829e-04, dot -0.103; [84196b37-7c05-44b0-baf8-3bc9bed87324 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.8145486153662205, 9.245359305292368, 10.005517363082618, 10.1296721030958
LBFGS Accumulation History: 3 points
Removed measurement 15143e71 to history. Total: 3
th(0)=2.8145486153662205;dx=-1.4622132762098743E-7
Armijo: th(2.7145877094401743E7)=3.715448033064604; dx=3.598903565069346E-8 evalInputDelta=-0.9008994176983833
New Minimum: 2.8145486153662205 > 2.8057008050382137
END: th(1.3572938547200872E7)=2.8057008050382137; dx=-1.4176865525260422E-8 evalInputDelta=0.008847810328006744
Fitness changed from 2.8145486153662205 to 2.8057008050382137
Iteration 13 complete. Error: 2.8057008050382137 Total: 28.5191; Orientation: 0.0341; Line Search: 21.3436
Adding measurement 3c67cde5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.009e+04, gradient 4.121e-04, dot -0.109; [84196b37-7c05-44b0-baf8-3bc9bed87324 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.8057008050382137, 9.245359305292368, 10.005517363082618, 10.1296721030958
LBFGS Accumulation History: 3 points
Removed measurement 3c67cde5 to history. Total: 3
th(0)=2.8057008050382137;dx=-1.6947028905202366E-7
Armijo: th(2.924200965176052E7)=4.256756246089935; dx=8.552978630036403E-8 evalInputDelta=-1.4510554410517216
Armijo: th(1.462100482588026E7)=2.8698126263916492; dx=1.724441250301389E-8 evalInputDelta=-0.06411182135343552
New Minimum: 2.8057008050382137 > 2.599189940840006
END: th(4873668.27529342)=2.599189940840006; dx=-8.166356853484308E-8 evalInputDelta=0.20651086419820786
Fitness changed from 2.8057008050382137 to 2.599189940840006
Iteration 14 complete. Error: 2.599189940840006 Total: 35.1129; Orientation: 0.0363; Line Search: 28.0455
Adding measurement 21777d92 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.114e+04, gradient 3.152e-04, dot -0.147; [84196b37-7c05-44b0-baf8-3bc9bed87324 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.599189940840006, 9.245359305292368, 10.005517363082618, 10.1296721030958
LBFGS Accumulation History: 3 points
Removed measurement 21777d92 to history. Total: 3
th(0)=2.599189940840006;dx=-9.908761301920024E-8
New Minimum: 2.599189940840006 > 2.536368053406477
END: th(1.0500000000000006E7)=2.536368053406477; dx=-3.484569134054086E-8 evalInputDelta=0.0628218874335289
Fitness changed from 2.599189940840006 to 2.536368053406477
Iteration 15 complete. Error: 2.536368053406477 Total: 21.3759; Orientation: 0.0335; Line Search: 14.2160
Adding measurement 125aa84e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.400e+03, gradient 3.268e-04, dot -0.124; [84196b37-7c05-44b0-baf8-3bc9bed87324 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.536368053406477, 9.245359305292368, 10.005517363082618, 10.1296721030958
LBFGS Accumulation History: 3 points
Removed measurement 125aa84e to history. Total: 3
th(0)=2.536368053406477;dx=-1.0647082531511362E-7
Armijo: th(2.2621564245334793E7)=2.9081740751862526; dx=1.5593118943923277E-8 evalInputDelta=-0.3718060217797756
New Minimum: 2.536368053406477 > 2.4986779987812042
END: th(1.1310782122667396E7)=2.4986779987812042; dx=-1.6391173687588213E-8 evalInputDelta=0.03769005462527275
Fitness changed from 2.536368053406477 to 2.4986779987812042
Iteration 16 complete. Error: 2.4986779987812042 Total: 28.4951; Orientation: 0.0636; Line Search: 21.3578
Adding measurement 59ce9c3b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.108e+04, gradient 3.425e-04, dot -0.129; [84196b37-7c05-44b0-baf8-3bc9bed87324 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.4986779987812042, 9.245359305292368, 10.005517363082618, 10.1296721030958
LBFGS Accumulation History: 3 points
Removed measurement 59ce9c3b to history. Total: 3
th(0)=2.4986779987812042;dx=-1.1694413808045224E-7
Armijo: th(2.4368341376467105E7)=3.1682998202741146; dx=4.06474957465384E-8 evalInputDelta=-0.6696218214929104
New Minimum: 2.4986779987812042 > 2.4973291866481304
WOLF (strong): th(1.2184170688233553E7)=2.4973291866481304; dx=3.6413648844290097E-9 evalInputDelta=0.0013488121330738068
New Minimum: 2.4973291866481304 > 2.385923944413662
END: th(4061390.2294111843)=2.385923944413662; dx=-6.823991303383726E-8 evalInputDelta=0.11275405436754227
Fitness changed from 2.4986779987812042 to 2.385923944413662
Iteration 17 complete. Error: 2.385923944413662 Total: 36.1244; Orientation: 0.0333; Line Search: 28.3227
Adding measurement 6227f817 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.146e+04, gradient 2.758e-04, dot -0.160; [84196b37-7c05-44b0-baf8-3bc9bed87324 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.385923944413662, 9.245359305292368, 10.005517363082618, 10.1296721030958
LBFGS Accumulation History: 3 points
Removed measurement 6227f817 to history. Total: 3
th(0)=2.385923944413662;dx=-7.56855825100124E-8
New Minimum: 2.385923944413662 > 2.324969880282879
END: th(8750000.000000006)=2.324969880282879; dx=-3.2382485686317363E-8 evalInputDelta=0.06095406413078308
Fitness changed from 2.385923944413662 to 2.324969880282879
Iteration 18 complete. Error: 2.324969880282879 Total: 21.0967; Orientation: 0.0332; Line Search: 14.0018
Adding measurement 6f8da95a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.169e+04, gradient 2.865e-04, dot -0.154; [84196b37-7c05-44b0-baf8-3bc9bed87324 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.324969880282879, 9.245359305292368, 10.005517363082618, 10.1296721030958
LBFGS Accumulation History: 3 points
Removed measurement 6f8da95a to history. Total: 3
th(0)=2.324969880282879;dx=-8.169680901434793E-8
Armijo: th(1.8851303537778996E7)=2.490290593355894; dx=4.775874442157425E-9 evalInputDelta=-0.1653207130730152
New Minimum: 2.324969880282879 > 2.2788949385285378
END: th(9425651.768889498)=2.2788949385285378; dx=-1.8559950750376574E-8 evalInputDelta=0.046074941754341125
Fitness changed from 2.324969880282879 to 2.2788949385285378
Iteration 19 complete. Error: 2.2788949385285378 Total: 27.9406; Orientation: 0.0345; Line Search: 20.9395
Adding measurement 21b6cc93 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.217e+04, gradient 3.000e-04, dot -0.148; [84196b37-7c05-44b0-baf8-3bc9bed87324 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.2788949385285378, 9.245359305292368, 10.005517363082618, 10.1296721030958
LBFGS Accumulation History: 3 points
Removed measurement 21b6cc93 to history. Total: 3
th(0)=2.2788949385285378;dx=-8.972019026249654E-8
Armijo: th(2.0306951147055924E7)=2.6221142783761024; dx=2.6554485963693008E-8 evalInputDelta=-0.3432193398475647
New Minimum: 2.2788949385285378 > 2.2512538135051727
END: th(1.0153475573527962E7)=2.2512538135051727; dx=-3.890207398835118E-9 evalInputDelta=0.02764112502336502
Fitness changed from 2.2788949385285378 to 2.2512538135051727
Iteration 20 complete. Error: 2.2512538135051727 Total: 28.5655; Orientation: 0.0336; Line Search: 21.5523
Final threshold in iteration 21: 2.2512538135051727 (> -Infinity) after 606.690s (< 5400.000s)
