Reset training subject: 553136417969899
Reset training subject: 553138994059600
Adding measurement 3bfab643 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=7.695390980690718;dx=-5.09705055478866E-5
New Minimum: 7.695390980690718 > 7.695223968476057
WOLFE (weak): th(2.154434690031884)=7.695223968476057; dx=-5.089313218010431E-5 evalInputDelta=1.6701221466064453E-4
New Minimum: 7.695223968476057 > 7.6950565576553345
WOLFE (weak): th(4.308869380063768)=7.6950565576553345; dx=-4.8428051255328206E-5 evalInputDelta=3.344230353832245E-4
New Minimum: 7.6950565576553345 > 7.694387821480632
WOLFE (weak): th(12.926608140191302)=7.694387821480632; dx=-4.837144466319093E-5 evalInputDelta=0.0010031592100858688
New Minimum: 7.694387821480632 > 7.691382395103574
WOLFE (weak): th(51.70643256076521)=7.691382395103574; dx=-4.799892372742458E-5 evalInputDelta=0.004008585587143898
New Minimum: 7.691382395103574 > 7.675372900441289
WOLFE (weak): th(258.53216280382605)=7.675372900441289; dx=-4.9138258120000725E-5 evalInputDelta=0.02001808024942875
New Minimum: 7.675372900441289 > 7.575926786288619
WOLFE (weak): th(1551.1929768229563)=7.575926786288619; dx=-4.937512765637936E-5 evalInputDelta=0.11946419440209866
New Minimum: 7.575926786288619 > 7.036029178649187
END: th(10858.350837760694)=7.036029178649187; dx=-2.8022687952314517E-5 evalInputDelta=0.6593618020415306
Fitness changed from 7.695390980690718 to 7.036029178649187
Iteration 1 complete. Error: 7.036029178649187 Total: 26.1076; Orientation: 0.0185; Line Search: 18.7809
Adding measurement 301da01d to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=7.036029178649187;dx=-3.478292474894294E-5
New Minimum: 7.036029178649187 > 6.340367496013641
END: th(23393.607721408407)=6.340367496013641; dx=-1.2040986723026528E-5 evalInputDelta=0.6956616826355457
Fitness changed from 7.036029178649187 to 6.340367496013641
Iteration 2 complete. Error: 6.340367496013641 Total: 7.0148; Orientation: 0.0022; Line Search: 4.6473
Adding measurement 4a2f4bfa to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=6.340367496013641;dx=-2.8942477716168078E-5
New Minimum: 6.340367496013641 > 5.521702192723751
END: th(50400.00000000001)=5.521702192723751; dx=-3.893410615077965E-6 evalInputDelta=0.8186653032898903
Fitness changed from 6.340367496013641 to 5.521702192723751
Iteration 3 complete. Error: 5.521702192723751 Total: 6.9499; Orientation: 0.0015; Line Search: 4.6622
Adding measurement 6a702361 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.620e+02, gradient 5.821e-03, dot -0.431; [2b7393ab-facd-47b2-9488-27811e4d06ba = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.521702192723751, 6.340367496013641, 7.036029178649187, 7.695390980690718
LBFGS Accumulation History: 3 points
Removed measurement 6a702361 to history. Total: 3
th(0)=5.521702192723751;dx=-3.18330188535344E-5
New Minimum: 5.521702192723751 > 4.9237439557909966
WOLF (strong): th(108583.50837760697)=4.9237439557909966; dx=3.336136201706476E-6 evalInputDelta=0.5979582369327545
New Minimum: 4.9237439557909966 > 4.713731698691845
WOLF (strong): th(54291.75418880348)=4.713731698691845; dx=8.778428722984906E-8 evalInputDelta=0.8079704940319061
END: th(18097.251396267828)=4.939948186278343; dx=-1.5832679211927997E-5 evalInputDelta=0.5817540064454079
Fitness changed from 5.521702192723751 to 4.713731698691845
Iteration 4 complete. Error: 4.713731698691845 Total: 12.5179; Orientation: 0.0468; Line Search: 9.5648
Adding measurement 15f8b713 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.850e+02, gradient 5.342e-03, dot -0.346; [2b7393ab-facd-47b2-9488-27811e4d06ba = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.713731698691845, 6.340367496013641, 7.036029178649187, 7.695390980690718
LBFGS Accumulation History: 3 points
Removed measurement 15f8b713 to history. Total: 3
th(0)=4.713731698691845;dx=-2.5862369532953124E-5
New Minimum: 4.713731698691845 > 4.043788217008114
END: th(38989.346202347355)=4.043788217008114; dx=-3.176142173413195E-6 evalInputDelta=0.6699434816837311
Fitness changed from 4.713731698691845 to 4.043788217008114
Iteration 5 complete. Error: 4.043788217008114 Total: 7.1244; Orientation: 0.0273; Line Search: 4.6835
Adding measurement 5125159e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.785e+02, gradient 4.071e-03, dot -0.407; [2b7393ab-facd-47b2-9488-27811e4d06ba = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.043788217008114, 6.340367496013641, 7.036029178649187, 7.695390980690718
LBFGS Accumulation History: 3 points
Removed measurement 5125159e to history. Total: 3
th(0)=4.043788217008114;dx=-1.3741374986199677E-5
New Minimum: 4.043788217008114 > 3.619842980057001
WOLF (strong): th(84000.00000000003)=3.619842980057001; dx=2.124753145102652E-6 evalInputDelta=0.42394523695111275
New Minimum: 3.619842980057001 > 3.5840770341455936
END: th(42000.000000000015)=3.5840770341455936; dx=-2.3470942582783796E-6 evalInputDelta=0.4597111828625202
Fitness changed from 4.043788217008114 to 3.5840770341455936
Iteration 6 complete. Error: 3.5840770341455936 Total: 9.2784; Orientation: 0.0246; Line Search: 6.9031
Adding measurement 222e8b99 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.381e+02, gradient 3.504e-03, dot -0.440; [2b7393ab-facd-47b2-9488-27811e4d06ba = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.5840770341455936, 6.340367496013641, 7.036029178649187, 7.695390980690718
LBFGS Accumulation History: 3 points
Removed measurement 222e8b99 to history. Total: 3
th(0)=3.5840770341455936;dx=-1.1029169371106877E-5
New Minimum: 3.5840770341455936 > 3.40451492741704
WOLF (strong): th(90486.25698133915)=3.40451492741704; dx=2.196785049868851E-6 evalInputDelta=0.17956210672855377
New Minimum: 3.40451492741704 > 3.3015374951064587
END: th(45243.12849066957)=3.3015374951064587; dx=-6.136254731165152E-8 evalInputDelta=0.282539539039135
Fitness changed from 3.5840770341455936 to 3.3015374951064587
Iteration 7 complete. Error: 3.3015374951064587 Total: 9.3126; Orientation: 0.0249; Line Search: 6.9540
Adding measurement 5a95c52d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.816e+02, gradient 3.587e-03, dot -0.382; [2b7393ab-facd-47b2-9488-27811e4d06ba = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.3015374951064587, 6.340367496013641, 7.036029178649187, 7.695390980690718
LBFGS Accumulation History: 3 points
Removed measurement 5a95c52d to history. Total: 3
th(0)=3.3015374951064587;dx=-1.1394401584559231E-5
Armijo: th(97473.3655058684)=3.3186647295951843; dx=2.6305163406953946E-6 evalInputDelta=-0.017127234488725662
New Minimum: 3.3015374951064587 > 3.091825257986784
WOLF (strong): th(48736.6827529342)=3.091825257986784; dx=2.6990630523957253E-6 evalInputDelta=0.20971223711967468
END: th(16245.560917644732)=3.1166066117584705; dx=-6.100800445505789E-6 evalInputDelta=0.18493088334798813
Fitness changed from 3.3015374951064587 to 3.091825257986784
Iteration 8 complete. Error: 3.091825257986784 Total: 11.6828; Orientation: 0.0236; Line Search: 9.3571
Adding measurement 56748a6f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.813e+02, gradient 3.618e-03, dot -0.353; [2b7393ab-facd-47b2-9488-27811e4d06ba = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.091825257986784, 6.340367496013641, 7.036029178649187, 7.695390980690718
LBFGS Accumulation History: 3 points
Removed measurement 56748a6f to history. Total: 3
th(0)=3.091825257986784;dx=-1.1955183384286187E-5
New Minimum: 3.091825257986784 > 2.8236657939851284
WOLF (strong): th(35000.000000000015)=2.8236657939851284; dx=1.1349574339567791E-7 evalInputDelta=0.2681594640016556
END: th(17500.000000000007)=2.884826172143221; dx=-6.109485787826612E-6 evalInputDelta=0.20699908584356308
Fitness changed from 3.091825257986784 to 2.8236657939851284
Iteration 9 complete. Error: 2.8236657939851284 Total: 9.4783; Orientation: 0.0294; Line Search: 7.0947
Adding measurement 40bbcdbb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.393e+02, gradient 2.618e-03, dot -0.424; [2b7393ab-facd-47b2-9488-27811e4d06ba = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.8236657939851284, 6.340367496013641, 7.036029178649187, 7.695390980690718
LBFGS Accumulation History: 3 points
Removed measurement 40bbcdbb to history. Total: 3
th(0)=2.8236657939851284;dx=-6.0358225752642016E-6
New Minimum: 2.8236657939851284 > 2.656645715236664
END: th(37702.607075557986)=2.656645715236664; dx=-6.222209946653988E-7 evalInputDelta=0.16702007874846458
Fitness changed from 2.8236657939851284 to 2.656645715236664
Iteration 10 complete. Error: 2.656645715236664 Total: 7.9868; Orientation: 0.0236; Line Search: 4.7711
Adding measurement 131e10ca to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.650e+02, gradient 2.541e-03, dot -0.427; [2b7393ab-facd-47b2-9488-27811e4d06ba = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.656645715236664, 6.340367496013641, 7.036029178649187, 7.695390980690718
LBFGS Accumulation History: 3 points
Removed measurement 131e10ca to history. Total: 3
th(0)=2.656645715236664;dx=-5.5902863894457224E-6
New Minimum: 2.656645715236664 > 2.6509400196373463
WOLF (strong): th(81227.80458822368)=2.6509400196373463; dx=2.371857705036028E-6 evalInputDelta=0.005705695599317551
New Minimum: 2.6509400196373463 > 2.5393242575228214
WOLF (strong): th(40613.90229411184)=2.5393242575228214; dx=6.523903789756531E-7 evalInputDelta=0.11732145771384239
END: th(13537.967431370613)=2.577205315232277; dx=-3.3188240686744533E-6 evalInputDelta=0.0794404000043869
Fitness changed from 2.656645715236664 to 2.5393242575228214
Iteration 11 complete. Error: 2.5393242575228214 Total: 11.9077; Orientation: 0.0232; Line Search: 9.5406
Adding measurement 3de0d61c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.350e+02, gradient 2.668e-03, dot -0.381; [2b7393ab-facd-47b2-9488-27811e4d06ba = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.5393242575228214, 6.340367496013641, 7.036029178649187, 7.695390980690718
LBFGS Accumulation History: 3 points
Removed measurement 3de0d61c to history. Total: 3
th(0)=2.5393242575228214;dx=-6.383897385377684E-6
New Minimum: 2.5393242575228214 > 2.406580165028572
END: th(29166.666666666686)=2.406580165028572; dx=-3.431778963979437E-7 evalInputDelta=0.13274409249424934
Fitness changed from 2.5393242575228214 to 2.406580165028572
Iteration 12 complete. Error: 2.406580165028572 Total: 6.9969; Orientation: 0.0234; Line Search: 4.6412
Adding measurement 6c0959f4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.591e+02, gradient 2.136e-03, dot -0.460; [2b7393ab-facd-47b2-9488-27811e4d06ba = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.406580165028572, 6.340367496013641, 7.036029178649187, 7.695390980690718
LBFGS Accumulation History: 3 points
Removed measurement 6c0959f4 to history. Total: 3
th(0)=2.406580165028572;dx=-3.7891651626578927E-6
New Minimum: 2.406580165028572 > 2.32404288649559
WOLF (strong): th(62837.67845926332)=2.32404288649559; dx=9.773233555075649E-7 evalInputDelta=0.08253727853298187
New Minimum: 2.32404288649559 > 2.312771797180176
END: th(31418.83922963166)=2.312771797180176; dx=-7.580276926404783E-7 evalInputDelta=0.0938083678483963
Fitness changed from 2.406580165028572 to 2.312771797180176
Iteration 13 complete. Error: 2.312771797180176 Total: 9.2443; Orientation: 0.0237; Line Search: 6.9134
Adding measurement 6360a442 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.241e+02, gradient 2.109e-03, dot -0.434; [2b7393ab-facd-47b2-9488-27811e4d06ba = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.312771797180176, 6.340367496013641, 7.036029178649187, 7.695390980690718
LBFGS Accumulation History: 3 points
Removed measurement 6360a442 to history. Total: 3
th(0)=2.312771797180176;dx=-3.774078509279998E-6
New Minimum: 2.312771797180176 > 2.286852464079857
WOLF (strong): th(67689.83715685307)=2.286852464079857; dx=1.1855175262493874E-6 evalInputDelta=0.02591933310031891
New Minimum: 2.286852464079857 > 2.2390608303248882
END: th(33844.918578426536)=2.2390608303248882; dx=-1.0630805360550853E-7 evalInputDelta=0.07371096685528755
Fitness changed from 2.312771797180176 to 2.2390608303248882
Iteration 14 complete. Error: 2.2390608303248882 Total: 9.2585; Orientation: 0.0225; Line Search: 6.9217
Adding measurement 599739be to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.378e+02, gradient 2.287e-03, dot -0.400; [2b7393ab-facd-47b2-9488-27811e4d06ba = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.2390608303248882, 6.340367496013641, 7.036029178649187, 7.695390980690718
LBFGS Accumulation History: 3 points
Removed measurement 599739be to history. Total: 3
th(0)=2.2390608303248882;dx=-4.3610000054646104E-6
Armijo: th(72916.66666666672)=2.2616682462394238; dx=2.01846849717297E-6 evalInputDelta=-0.022607415914535522
New Minimum: 2.2390608303248882 > 2.167142651975155
WOLF (strong): th(36458.33333333336)=2.167142651975155; dx=8.367123564207993E-7 evalInputDelta=0.07191817834973335
END: th(12152.777777777786)=2.1825562305748463; dx=-2.610064370082123E-6 evalInputDelta=0.05650459975004196
Fitness changed from 2.2390608303248882 to 2.167142651975155
Iteration 15 complete. Error: 2.167142651975155 Total: 11.5724; Orientation: 0.0233; Line Search: 9.2660
Adding measurement 258f3e5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.749e+02, gradient 2.400e-03, dot -0.347; [2b7393ab-facd-47b2-9488-27811e4d06ba = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.167142651975155, 6.340367496013641, 7.036029178649187, 7.695390980690718
LBFGS Accumulation History: 3 points
Removed measurement 258f3e5 to history. Total: 3
th(0)=2.167142651975155;dx=-4.76422420912248E-6
New Minimum: 2.167142651975155 > 2.078733205795288
WOLF (strong): th(26182.366024693052)=2.078733205795288; dx=2.930632853520236E-7 evalInputDelta=0.08840944617986679
END: th(13091.183012346526)=2.0974211618304253; dx=-2.4503065440232655E-6 evalInputDelta=0.06972149014472961
Fitness changed from 2.167142651975155 to 2.078733205795288
Iteration 16 complete. Error: 2.078733205795288 Total: 10.4932; Orientation: 0.0223; Line Search: 7.0123
Adding measurement c20fbe0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.315e+02, gradient 1.920e-03, dot -0.441; [2b7393ab-facd-47b2-9488-27811e4d06ba = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.078733205795288, 6.340367496013641, 7.036029178649187, 7.695390980690718
LBFGS Accumulation History: 3 points
Removed measurement c20fbe0 to history. Total: 3
th(0)=2.078733205795288;dx=-3.026705523827366E-6
New Minimum: 2.078733205795288 > 2.018205676227808
END: th(28204.09881535545)=2.018205676227808; dx=-5.832031631445326E-7 evalInputDelta=0.06052752956748009
Fitness changed from 2.078733205795288 to 2.018205676227808
Iteration 17 complete. Error: 2.018205676227808 Total: 7.0132; Orientation: 0.0232; Line Search: 4.6658
Adding measurement 201b58d5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.741e+02, gradient 1.790e-03, dot -0.426; [2b7393ab-facd-47b2-9488-27811e4d06ba = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.018205676227808, 6.340367496013641, 7.036029178649187, 7.695390980690718
LBFGS Accumulation History: 3 points
Removed measurement 201b58d5 to history. Total: 3
th(0)=2.018205676227808;dx=-2.4352540561904244E-6
New Minimum: 2.018205676227808 > 1.9875861257314682
WOLF (strong): th(60763.88888888894)=1.9875861257314682; dx=8.723467987361044E-7 evalInputDelta=0.030619550496339798
New Minimum: 1.9875861257314682 > 1.9571704342961311
END: th(30381.94444444447)=1.9571704342961311; dx=-2.953548048647244E-7 evalInputDelta=0.061035241931676865
Fitness changed from 2.018205676227808 to 1.9571704342961311
Iteration 18 complete. Error: 1.9571704342961311 Total: 9.3584; Orientation: 0.0226; Line Search: 6.9758
Adding measurement 4b81e8ae to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.076e+02, gradient 1.864e-03, dot -0.422; [2b7393ab-facd-47b2-9488-27811e4d06ba = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.9571704342961311, 6.340367496013641, 7.036029178649187, 7.695390980690718
LBFGS Accumulation History: 3 points
Removed measurement 4b81e8ae to history. Total: 3
th(0)=1.9571704342961311;dx=-2.8241082034115877E-6
New Minimum: 1.9571704342961311 > 1.9528912082314491
WOLF (strong): th(65455.91506173264)=1.9528912082314491; dx=8.653241060003128E-7 evalInputDelta=0.004279226064682007
New Minimum: 1.9528912082314491 > 1.908516839146614
WOLF (strong): th(32727.95753086632)=1.908516839146614; dx=8.377093479465811E-8 evalInputDelta=0.04865359514951706
END: th(10909.31917695544)=1.9240120649337769; dx=-1.6380477636879758E-6 evalInputDelta=0.03315836936235428
Fitness changed from 1.9571704342961311 to 1.908516839146614
Iteration 19 complete. Error: 1.908516839146614 Total: 11.5951; Orientation: 0.0229; Line Search: 9.2839
Adding measurement 64664211 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.890e+02, gradient 1.941e-03, dot -0.387; [2b7393ab-facd-47b2-9488-27811e4d06ba = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.908516839146614, 6.340367496013641, 7.036029178649187, 7.695390980690718
LBFGS Accumulation History: 3 points
Removed measurement 64664211 to history. Total: 3
th(0)=1.908516839146614;dx=-3.3034499204817316E-6
New Minimum: 1.908516839146614 > 1.8511949703097343
END: th(23503.41567946288)=1.8511949703097343; dx=-3.4564574019620706E-7 evalInputDelta=0.05732186883687973
Fitness changed from 1.908516839146614 to 1.8511949703097343
Iteration 20 complete. Error: 1.8511949703097343 Total: 7.0075; Orientation: 0.0243; Line Search: 4.6375
Final threshold in iteration 21: 1.8511949703097343 (> -Infinity) after 201.901s (< 5400.000s)
