Reset training subject: 16631496615000
Reset training subject: 16664596214000
Adding measurement 524f9aed to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=5.727799601852894;dx=-6.118899548359817E-6
New Minimum: 5.727799601852894 > 5.727793127298355
WOLFE (weak): th(2.154434690031884)=5.727793127298355; dx=-5.929826033487251E-6 evalInputDelta=6.474554538726807E-6
New Minimum: 5.727793127298355 > 5.727786831557751
WOLFE (weak): th(4.308869380063768)=5.727786831557751; dx=-5.929787254818452E-6 evalInputDelta=1.2770295143127441E-5
New Minimum: 5.727786831557751 > 5.727761374786496
WOLFE (weak): th(12.926608140191302)=5.727761374786496; dx=-5.9296367163212454E-6 evalInputDelta=3.822706639766693E-5
New Minimum: 5.727761374786496 > 5.72764647193253
WOLFE (weak): th(51.70643256076521)=5.72764647193253; dx=-5.928560175187535E-6 evalInputDelta=1.531299203634262E-4
New Minimum: 5.72764647193253 > 5.727033404633403
WOLFE (weak): th(258.53216280382605)=5.727033404633403; dx=-5.92568087821855E-6 evalInputDelta=7.661972194910049E-4
New Minimum: 5.727033404633403 > 5.723209984600544
WOLFE (weak): th(1551.1929768229563)=5.723209984600544; dx=-5.906201557096166E-6 evalInputDelta=0.0045896172523498535
New Minimum: 5.723209984600544 > 5.696044530719519
WOLFE (weak): th(10858.350837760694)=5.696044530719519; dx=-5.76665252092923E-6 evalInputDelta=0.03175507113337517
New Minimum: 5.696044530719519 > 5.500223953276873
END: th(86866.80670208555)=5.500223953276873; dx=-4.502111038946294E-6 evalInputDelta=0.2275756485760212
Fitness changed from 5.727799601852894 to 5.500223953276873
Iteration 1 complete. Error: 5.500223953276873 Total: 393.2794; Orientation: 0.0129; Line Search: 293.4978
Adding measurement 13163c8c to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=5.500223953276873;dx=-3.868083462848289E-6
New Minimum: 5.500223953276873 > 5.195525715127587
END: th(187148.86177126726)=5.195525715127587; dx=-2.6426021234670253E-6 evalInputDelta=0.3046982381492853
Fitness changed from 5.500223953276873 to 5.195525715127587
Iteration 2 complete. Error: 5.195525715127587 Total: 98.7333; Orientation: 0.0121; Line Search: 65.9028
Adding measurement e0ae1b3 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=5.195525715127587;dx=-2.4280045296048113E-6
New Minimum: 5.195525715127587 > 4.827810112386942
END: th(403200.00000000006)=4.827810112386942; dx=-1.3252773314341381E-6 evalInputDelta=0.3677156027406454
Fitness changed from 5.195525715127587 to 4.827810112386942
Iteration 3 complete. Error: 4.827810112386942 Total: 98.5496; Orientation: 0.0124; Line Search: 65.6766
Adding measurement 6a396d56 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.389e+03, gradient 1.448e-03, dot -0.762; [abba81c8-c3db-4df9-8153-777bbb1cca58 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.827810112386942, 5.195525715127587, 5.500223953276873, 5.727799601852894
LBFGS Accumulation History: 3 points
Removed measurement 6a396d56 to history. Total: 3
th(0)=4.827810112386942;dx=-2.0963596859165453E-6
New Minimum: 4.827810112386942 > 4.5622054766863585
END: th(868668.0670208557)=4.5622054766863585; dx=-2.812548046469283E-7 evalInputDelta=0.26560463570058346
Fitness changed from 4.827810112386942 to 4.5622054766863585
Iteration 4 complete. Error: 4.5622054766863585 Total: 97.7657; Orientation: 0.2065; Line Search: 64.9938
Adding measurement 4ba47a20 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.073e+03, gradient 1.509e-03, dot -0.514; [abba81c8-c3db-4df9-8153-777bbb1cca58 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.5622054766863585, 5.195525715127587, 5.500223953276873, 5.727799601852894
LBFGS Accumulation History: 3 points
Removed measurement 4ba47a20 to history. Total: 3
th(0)=4.5622054766863585;dx=-2.2781897979018116E-6
Armijo: th(1871488.617712673)=4.571498634293675; dx=4.2673512464582643E-7 evalInputDelta=-0.00929315760731697
New Minimum: 4.5622054766863585 > 4.35073534399271
WOLF (strong): th(935744.3088563365)=4.35073534399271; dx=4.777222996274442E-7 evalInputDelta=0.21147013269364834
New Minimum: 4.35073534399271 > 4.319057311862707
END: th(311914.76961877884)=4.319057311862707; dx=-7.434625781827454E-7 evalInputDelta=0.2431481648236513
Fitness changed from 4.5622054766863585 to 4.319057311862707
Iteration 5 complete. Error: 4.319057311862707 Total: 163.9087; Orientation: 0.1998; Line Search: 131.0059
Adding measurement 59691fc0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.480e+03, gradient 1.179e-03, dot -0.591; [abba81c8-c3db-4df9-8153-777bbb1cca58 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.319057311862707, 5.195525715127587, 5.500223953276873, 5.727799601852894
LBFGS Accumulation History: 3 points
Removed measurement 59691fc0 to history. Total: 3
th(0)=4.319057311862707;dx=-1.3911140452283481E-6
New Minimum: 4.319057311862707 > 4.115096027031541
WOLF (strong): th(672000.0000000002)=4.115096027031541; dx=2.0093203675065296E-8 evalInputDelta=0.20396128483116627
END: th(336000.0000000001)=4.153262203559279; dx=-5.465894648568928E-7 evalInputDelta=0.1657951083034277
Fitness changed from 4.319057311862707 to 4.115096027031541
Iteration 6 complete. Error: 4.115096027031541 Total: 134.1655; Orientation: 0.2005; Line Search: 100.5437
Adding measurement 2d3229e0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.628e+03, gradient 1.380e-03, dot -0.489; [abba81c8-c3db-4df9-8153-777bbb1cca58 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.115096027031541, 5.195525715127587, 5.500223953276873, 5.727799601852894
LBFGS Accumulation History: 3 points
Removed measurement 2d3229e0 to history. Total: 3
th(0)=4.115096027031541;dx=-1.9042641519505292E-6
New Minimum: 4.115096027031541 > 4.031225834041834
WOLF (strong): th(723890.0558507132)=4.031225834041834; dx=7.054037030161301E-7 evalInputDelta=0.083870192989707
New Minimum: 4.031225834041834 > 3.9422155171632767
WOLF (strong): th(361945.0279253566)=3.9422155171632767; dx=4.3601642315439524E-8 evalInputDelta=0.1728805098682642
END: th(120648.34264178552)=4.01452012732625; dx=-1.3645169552422555E-6 evalInputDelta=0.1005758997052908
Fitness changed from 4.115096027031541 to 3.9422155171632767
Iteration 7 complete. Error: 3.9422155171632767 Total: 164.5302; Orientation: 0.1941; Line Search: 130.7836
Adding measurement 22dc948e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.926e+03, gradient 1.147e-03, dot -0.554; [abba81c8-c3db-4df9-8153-777bbb1cca58 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.9422155171632767, 5.195525715127587, 5.500223953276873, 5.727799601852894
LBFGS Accumulation History: 3 points
Removed measurement 22dc948e to history. Total: 3
th(0)=3.9422155171632767;dx=-1.3159176237780784E-6
New Minimum: 3.9422155171632767 > 3.841179173439741
END: th(259928.9746823157)=3.841179173439741; dx=-1.1947673933599233E-7 evalInputDelta=0.10103634372353554
Fitness changed from 3.9422155171632767 to 3.841179173439741
Iteration 8 complete. Error: 3.841179173439741 Total: 98.8299; Orientation: 0.1899; Line Search: 66.3875
Adding measurement 222a3173 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.086e+03, gradient 9.772e-04, dot -0.624; [abba81c8-c3db-4df9-8153-777bbb1cca58 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.841179173439741, 5.195525715127587, 5.500223953276873, 5.727799601852894
LBFGS Accumulation History: 3 points
Removed measurement 222a3173 to history. Total: 3
th(0)=3.841179173439741;dx=-9.549010269373968E-7
New Minimum: 3.841179173439741 > 3.796031391248107
WOLF (strong): th(560000.0000000002)=3.796031391248107; dx=2.2343694341488282E-7 evalInputDelta=0.04514778219163418
New Minimum: 3.796031391248107 > 3.7765646912157536
END: th(280000.0000000001)=3.7765646912157536; dx=-2.275519066657729E-8 evalInputDelta=0.06461448222398758
Fitness changed from 3.841179173439741 to 3.7765646912157536
Iteration 9 complete. Error: 3.7765646912157536 Total: 129.0213; Orientation: 0.1907; Line Search: 97.0586
Adding measurement 771eaba0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.206e+03, gradient 1.057e-03, dot -0.579; [abba81c8-c3db-4df9-8153-777bbb1cca58 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.7765646912157536, 5.195525715127587, 5.500223953276873, 5.727799601852894
LBFGS Accumulation History: 3 points
Removed measurement 771eaba0 to history. Total: 3
th(0)=3.7765646912157536;dx=-1.1167144343694939E-6
Armijo: th(603241.7132089278)=3.784698460251093; dx=4.2342924241090344E-7 evalInputDelta=-0.008133769035339355
New Minimum: 3.7765646912157536 > 3.724090348929167
WOLF (strong): th(301620.8566044639)=3.724090348929167; dx=2.9966021991096797E-7 evalInputDelta=0.05247434228658676
END: th(100540.28553482129)=3.7307484187185764; dx=-6.429513179732759E-7 evalInputDelta=0.045816272497177124
Fitness changed from 3.7765646912157536 to 3.724090348929167
Iteration 10 complete. Error: 3.724090348929167 Total: 161.9492; Orientation: 0.1938; Line Search: 128.8468
Adding measurement 5a61535c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.249e+03, gradient 1.198e-03, dot -0.507; [abba81c8-c3db-4df9-8153-777bbb1cca58 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.724090348929167, 5.195525715127587, 5.500223953276873, 5.727799601852894
LBFGS Accumulation History: 3 points
Removed measurement 5a61535c to history. Total: 3
th(0)=3.724090348929167;dx=-1.4348418713315958E-6
New Minimum: 3.724090348929167 > 3.650914380326867
WOLF (strong): th(216607.4789019298)=3.650914380326867; dx=2.538640860815944E-7 evalInputDelta=0.07317596860229969
END: th(108303.7394509649)=3.6620666440576315; dx=-7.433263512543266E-7 evalInputDelta=0.0620237048715353
Fitness changed from 3.724090348929167 to 3.650914380326867
Iteration 11 complete. Error: 3.650914380326867 Total: 131.5826; Orientation: 0.1897; Line Search: 98.3540
Adding measurement 3fca8692 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.328e+03, gradient 9.808e-04, dot -0.587; [abba81c8-c3db-4df9-8153-777bbb1cca58 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.650914380326867, 5.195525715127587, 5.500223953276873, 5.727799601852894
LBFGS Accumulation History: 3 points
Removed measurement 3fca8692 to history. Total: 3
th(0)=3.650914380326867;dx=-9.619267204074307E-7
New Minimum: 3.650914380326867 > 3.6083194725215435
WOLF (strong): th(233333.3333333335)=3.6083194725215435; dx=1.8245032267911637E-7 evalInputDelta=0.0425949078053236
END: th(116666.66666666674)=3.610837858170271; dx=-3.3966785416321104E-7 evalInputDelta=0.040076522156596184
Fitness changed from 3.650914380326867 to 3.6083194725215435
Iteration 12 complete. Error: 3.6083194725215435 Total: 131.0958; Orientation: 0.1920; Line Search: 98.3823
Adding measurement 7985fd31 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.364e+03, gradient 1.051e-03, dot -0.542; [abba81c8-c3db-4df9-8153-777bbb1cca58 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.6083194725215435, 5.195525715127587, 5.500223953276873, 5.727799601852894
LBFGS Accumulation History: 3 points
Removed measurement 7985fd31 to history. Total: 3
th(0)=3.6083194725215435;dx=-1.1041146730778918E-6
New Minimum: 3.6083194725215435 > 3.57065855525434
WOLF (strong): th(251350.71383705328)=3.57065855525434; dx=4.0242910847774234E-7 evalInputDelta=0.03766091726720333
New Minimum: 3.57065855525434 > 3.5618154797703028
END: th(125675.35691852664)=3.5618154797703028; dx=-2.5349657861362287E-7 evalInputDelta=0.04650399275124073
Fitness changed from 3.6083194725215435 to 3.5618154797703028
Iteration 13 complete. Error: 3.5618154797703028 Total: 131.7896; Orientation: 0.1951; Line Search: 98.6574
Adding measurement 19a1ce88 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.333e+03, gradient 6.836e-04, dot -0.765; [abba81c8-c3db-4df9-8153-777bbb1cca58 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.5618154797703028, 5.195525715127587, 5.500223953276873, 5.727799601852894
LBFGS Accumulation History: 3 points
Removed measurement 19a1ce88 to history. Total: 3
th(0)=3.5618154797703028;dx=-4.6735374922617046E-7
New Minimum: 3.5618154797703028 > 3.5151500329375267
END: th(270759.3486274123)=3.5151500329375267; dx=-2.415250224405772E-7 evalInputDelta=0.04666544683277607
Fitness changed from 3.5618154797703028 to 3.5151500329375267
Iteration 14 complete. Error: 3.5151500329375267 Total: 98.3368; Orientation: 0.1931; Line Search: 65.0560
Adding measurement 5ab16324 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.426e+03, gradient 8.355e-04, dot -0.634; [abba81c8-c3db-4df9-8153-777bbb1cca58 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.5151500329375267, 5.195525715127587, 5.500223953276873, 5.727799601852894
LBFGS Accumulation History: 3 points
Removed measurement 5ab16324 to history. Total: 3
th(0)=3.5151500329375267;dx=-6.981431611762582E-7
New Minimum: 3.5151500329375267 > 3.511274615302682
WOLF (strong): th(583333.3333333337)=3.511274615302682; dx=1.5733121855464058E-7 evalInputDelta=0.00387541763484478
New Minimum: 3.511274615302682 > 3.4893937557935715
WOLF (strong): th(291666.66666666686)=3.4893937557935715; dx=1.1875568597379935E-7 evalInputDelta=0.02575627714395523
END: th(97222.22222222229)=3.4904805459082127; dx=-2.685368956127892E-7 evalInputDelta=0.02466948702931404
Fitness changed from 3.5151500329375267 to 3.4893937557935715
Iteration 15 complete. Error: 3.4893937557935715 Total: 163.1538; Orientation: 0.1933; Line Search: 129.6107
Adding measurement 2c85643e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.458e+03, gradient 1.061e-03, dot -0.509; [abba81c8-c3db-4df9-8153-777bbb1cca58 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.4893937557935715, 5.195525715127587, 5.500223953276873, 5.727799601852894
LBFGS Accumulation History: 3 points
Removed measurement 2c85643e to history. Total: 3
th(0)=3.4893937557935715;dx=-1.1256532976048279E-6
New Minimum: 3.4893937557935715 > 3.4362357892096043
WOLF (strong): th(209458.92819754442)=3.4362357892096043; dx=2.978292758388247E-7 evalInputDelta=0.05315796658396721
END: th(104729.46409877221)=3.4425559360533953; dx=-5.779918592150329E-7 evalInputDelta=0.0468378197401762
Fitness changed from 3.4893937557935715 to 3.4362357892096043
Iteration 16 complete. Error: 3.4362357892096043 Total: 131.5659; Orientation: 0.1862; Line Search: 99.4407
Adding measurement 108583b6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.470e+03, gradient 9.588e-04, dot -0.538; [abba81c8-c3db-4df9-8153-777bbb1cca58 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.4362357892096043, 5.195525715127587, 5.500223953276873, 5.727799601852894
LBFGS Accumulation History: 3 points
Removed measurement 108583b6 to history. Total: 3
th(0)=3.4362357892096043;dx=-9.192739781061801E-7
New Minimum: 3.4362357892096043 > 3.410332463681698
WOLF (strong): th(225632.7905228436)=3.410332463681698; dx=3.50872672961822E-7 evalInputDelta=0.025903325527906418
New Minimum: 3.410332463681698 > 3.4031868409365416
END: th(112816.3952614218)=3.4031868409365416; dx=-1.8311455362152808E-7 evalInputDelta=0.033048948273062706
Fitness changed from 3.4362357892096043 to 3.4031868409365416
Iteration 17 complete. Error: 3.4031868409365416 Total: 130.4326; Orientation: 0.1871; Line Search: 97.3673
Adding measurement 69bf7998 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.427e+03, gradient 6.453e-04, dot -0.742; [abba81c8-c3db-4df9-8153-777bbb1cca58 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.4031868409365416, 5.195525715127587, 5.500223953276873, 5.727799601852894
LBFGS Accumulation History: 3 points
Removed measurement 69bf7998 to history. Total: 3
th(0)=3.4031868409365416;dx=-4.164201955672074E-7
New Minimum: 3.4031868409365416 > 3.3700553439557552
END: th(243055.55555555577)=3.3700553439557552; dx=-1.611590509765988E-7 evalInputDelta=0.033131496980786324
Fitness changed from 3.4031868409365416 to 3.3700553439557552
Iteration 18 complete. Error: 3.3700553439557552 Total: 97.0837; Orientation: 0.1903; Line Search: 65.0166
Adding measurement 5f4f3e31 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.509e+03, gradient 8.009e-04, dot -0.609; [abba81c8-c3db-4df9-8153-777bbb1cca58 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.3700553439557552, 5.195525715127587, 5.500223953276873, 5.727799601852894
LBFGS Accumulation History: 3 points
Removed measurement 5f4f3e31 to history. Total: 3
th(0)=3.3700553439557552;dx=-6.414577031457342E-7
Armijo: th(523647.3204938611)=3.3782495334744453; dx=2.1307241951840441E-7 evalInputDelta=-0.00819418951869011
New Minimum: 3.3700553439557552 > 3.350343069061637
WOLF (strong): th(261823.66024693055)=3.350343069061637; dx=1.6952168888340754E-7 evalInputDelta=0.01971227489411831
New Minimum: 3.350343069061637 > 3.3489942867308855
END: th(87274.55341564352)=3.3489942867308855; dx=-2.837852083079158E-7 evalInputDelta=0.021061057224869728
Fitness changed from 3.3700553439557552 to 3.3489942867308855
Iteration 19 complete. Error: 3.3489942867308855 Total: 162.8321; Orientation: 0.1907; Line Search: 129.9226
Adding measurement 555b34e0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.459e+03, gradient 5.825e-04, dot -0.793; [abba81c8-c3db-4df9-8153-777bbb1cca58 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.3489942867308855, 5.195525715127587, 5.500223953276873, 5.727799601852894
LBFGS Accumulation History: 3 points
Removed measurement 555b34e0 to history. Total: 3
th(0)=3.3489942867308855;dx=-3.393427568950147E-7
New Minimum: 3.3489942867308855 > 3.321303576231003
END: th(188027.32543570304)=3.321303576231003; dx=-2.5500235395427193E-7 evalInputDelta=0.027690710499882698
Fitness changed from 3.3489942867308855 to 3.321303576231003
Iteration 20 complete. Error: 3.321303576231003 Total: 97.7356; Orientation: 0.2048; Line Search: 65.4428
Final threshold in iteration 21: 3.321303576231003 (> -Infinity) after 2816.341s (< 5400.000s)
