Reset training subject: 12956004762487
Reset training subject: 12957176096696
Adding measurement 40ddadea to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=-0.04860715065692506;dx=-2.9232932693935723E-4
New Minimum: -0.04860715065692506 > -0.04923176187432248
WOLFE (weak): th(2.154434690031884)=-0.04923176187432248; dx=-2.9109553716176565E-4 evalInputDelta=6.246112173974236E-4
New Minimum: -0.04923176187432248 > -0.049856451521856096
WOLFE (weak): th(4.308869380063768)=-0.049856451521856096; dx=-2.895796382547362E-4 evalInputDelta=0.0012493008649310383
New Minimum: -0.049856451521856096 > -0.05235964179391778
WOLFE (weak): th(12.926608140191302)=-0.05235964179391778; dx=-2.9245308289151584E-4 evalInputDelta=0.0037524911369927194
New Minimum: -0.05235964179391778 > -0.06385490497674999
WOLFE (weak): th(51.70643256076521)=-0.06385490497674999; dx=-3.059123521916615E-4 evalInputDelta=0.015247754319824933
New Minimum: -0.06385490497674999 > -0.13082895824598753
WOLFE (weak): th(258.53216280382605)=-0.13082895824598753; dx=-3.1785280445229057E-4 evalInputDelta=0.08222180758906247
New Minimum: -0.13082895824598753 > -0.5278617294789584
WOLFE (weak): th(1551.1929768229563)=-0.5278617294789584; dx=-2.9148266225501523E-4 evalInputDelta=0.4792545788220333
New Minimum: -0.5278617294789584 > -2.124312149071611
END: th(10858.350837760694)=-2.124312149071611; dx=-7.287152065351256E-5 evalInputDelta=2.0757049984146856
Fitness changed from -0.04860715065692506 to -2.124312149071611
Iteration 1 complete. Error: -2.124312149071611 Total: 13.3001; Orientation: 0.0184; Line Search: 9.7739
Iteration 1
Adding measurement 2d501ec2 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-2.124312149071611;dx=-9.9451653527334E-4
New Minimum: -2.124312149071611 > -2.1776677128973008
WOLF (strong): th(23393.607721408407)=-2.1776677128973008; dx=1.652401586184171E-5 evalInputDelta=0.053355563825689956
New Minimum: -2.1776677128973008 > -3.714194860735289
WOLF (strong): th(11696.803860704204)=-3.714194860735289; dx=5.389894974651089E-5 evalInputDelta=1.589882711663678
New Minimum: -3.714194860735289 > -4.182562731371624
END: th(3898.9346202347347)=-4.182562731371624; dx=-3.1922215830674394E-4 evalInputDelta=2.058250582300013
Fitness changed from -2.124312149071611 to -4.182562731371624
Iteration 2 complete. Error: -4.182562731371624 Total: 6.1220; Orientation: 0.0185; Line Search: 4.8035
Iteration 2
Adding measurement 45dda5c4 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-4.182562731371624;dx=-0.0016742762001960621
Armijo: th(8400.000000000002)=-3.3286220049512925; dx=2.3624232997673343E-5 evalInputDelta=-0.8539407264203311
New Minimum: -4.182562731371624 > -4.33857432963375
WOLF (strong): th(4200.000000000001)=-4.33857432963375; dx=1.6726267021781264E-4 evalInputDelta=0.1560115982621264
New Minimum: -4.33857432963375 > -5.310816685325131
END: th(1400.0000000000002)=-5.310816685325131; dx=-3.0954356142088424E-4 evalInputDelta=1.1282539539535072
Fitness changed from -4.182562731371624 to -5.310816685325131
Iteration 3 complete. Error: -5.310816685325131 Total: 6.7376; Orientation: 0.0179; Line Search: 5.3899
Iteration 3
Adding measurement 29d36022 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.340e+03, gradient 3.902e-02, dot -0.286; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -5.310816685325131, -4.182562731371624, -2.124312149071611, -0.04860715065692506
LBFGS Accumulation History: 3 points
Removed measurement 29d36022 to history. Total: 3
th(0)=-5.310816685325131;dx=-0.0014920479979300145
New Minimum: -5.310816685325131 > -6.038671787444951
WOLF (strong): th(3016.208566044638)=-6.038671787444951; dx=1.2590880735876563E-4 evalInputDelta=0.7278551021198201
New Minimum: -6.038671787444951 > -6.583527284659023
END: th(1508.104283022319)=-6.583527284659023; dx=-4.6430823281256965E-4 evalInputDelta=1.2727105993338919
Fitness changed from -5.310816685325131 to -6.583527284659023
Iteration 4 complete. Error: -6.583527284659023 Total: 5.4667; Orientation: 0.4957; Line Search: 3.6326
Iteration 4
Adding measurement 6988f25a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.149e+04, gradient 4.072e-02, dot -0.353; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -6.583527284659023, -4.182562731371624, -2.124312149071611, -0.04860715065692506
LBFGS Accumulation History: 3 points
Removed measurement 6988f25a to history. Total: 3
th(0)=-6.583527284659023;dx=-0.00164290037218947
New Minimum: -6.583527284659023 > -6.994910700049848
WOLF (strong): th(3249.112183528946)=-6.994910700049848; dx=7.451211768990101E-6 evalInputDelta=0.41138341539082557
New Minimum: -6.994910700049848 > -7.461607029126003
END: th(1624.556091764473)=-7.461607029126003; dx=-2.367486420627536E-4 evalInputDelta=0.8780797444669801
Fitness changed from -6.583527284659023 to -7.461607029126003
Iteration 5 complete. Error: -7.461607029126003 Total: 5.4838; Orientation: 0.4757; Line Search: 3.6499
Iteration 5
Adding measurement 3621fd3d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.293e+03, gradient 4.420e-02, dot -0.245; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -7.461607029126003, -4.182562731371624, -2.124312149071611, -0.04860715065692506
LBFGS Accumulation History: 3 points
Removed measurement 3621fd3d to history. Total: 3
th(0)=-7.461607029126003;dx=-0.0019314067455154862
Armijo: th(3500.000000000001)=-6.986517789054736; dx=4.4227149495169784E-4 evalInputDelta=-0.4750892400712665
New Minimum: -7.461607029126003 > -8.547393890308168
WOLF (strong): th(1750.0000000000005)=-8.547393890308168; dx=8.833664175744076E-5 evalInputDelta=1.0857868611821653
END: th(583.3333333333335)=-8.359170724058393; dx=-0.0011224195146062473 evalInputDelta=0.8975636949323897
Fitness changed from -7.461607029126003 to -8.547393890308168
Iteration 6 complete. Error: -8.547393890308168 Total: 6.6362; Orientation: 0.4682; Line Search: 4.8780
Adding measurement 1dbb62ab to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.037e+04, gradient 5.259e-02, dot -0.252; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -8.547393890308168, -4.182562731371624, -2.124312149071611, -0.04860715065692506
LBFGS Accumulation History: 3 points
Removed measurement 1dbb62ab to history. Total: 3
th(0)=-8.547393890308168;dx=-0.002756260517232496
New Minimum: -8.547393890308168 > -9.595223410712862
END: th(1256.7535691852659)=-9.595223410712862; dx=-1.5824649271290204E-4 evalInputDelta=1.0478295204046937
Fitness changed from -8.547393890308168 to -9.595223410712862
Iteration 7 complete. Error: -9.595223410712862 Total: 4.0378; Orientation: 0.4706; Line Search: 2.4030
Adding measurement 48105b4a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.091e+03, gradient 4.008e-02, dot -0.266; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -9.595223410712862, -4.182562731371624, -2.124312149071611, -0.04860715065692506
LBFGS Accumulation History: 3 points
Removed measurement 48105b4a to history. Total: 3
th(0)=-9.595223410712862;dx=-0.0016008983635671728
New Minimum: -9.595223410712862 > -10.166066230750403
WOLF (strong): th(2707.593486274122)=-10.166066230750403; dx=7.983788948726577E-5 evalInputDelta=0.5708428200375408
New Minimum: -10.166066230750403 > -10.697489863592
END: th(1353.796743137061)=-10.697489863592; dx=-6.590684643953621E-4 evalInputDelta=1.1022664528791388
Fitness changed from -9.595223410712862 to -10.697489863592
Iteration 8 complete. Error: -10.697489863592 Total: 5.2654; Orientation: 0.4870; Line Search: 3.6215
Adding measurement dfc5241 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.632e+04, gradient 3.730e-02, dot -0.317; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -10.697489863592, -4.182562731371624, -2.124312149071611, -0.04860715065692506
LBFGS Accumulation History: 3 points
Removed measurement dfc5241 to history. Total: 3
th(0)=-10.697489863592;dx=-0.0013390312658585915
New Minimum: -10.697489863592 > -11.828618225282035
END: th(2916.666666666668)=-11.828618225282035; dx=-1.9315115281351908E-4 evalInputDelta=1.1311283616900347
Fitness changed from -10.697489863592 to -11.828618225282035
Iteration 9 complete. Error: -11.828618225282035 Total: 4.0554; Orientation: 0.5045; Line Search: 2.4001
Adding measurement 65c43279 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.172e+04, gradient 5.820e-02, dot -0.199; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -11.828618225282035, -4.182562731371624, -2.124312149071611, -0.04860715065692506
LBFGS Accumulation History: 3 points
Removed measurement 65c43279 to history. Total: 3
th(0)=-11.828618225282035;dx=-0.0032575241345018905
Armijo: th(6283.767845926331)=-8.34755002275349; dx=1.938541608340559E-4 evalInputDelta=-3.4810682025285455
Armijo: th(3141.8839229631653)=-10.414076624843064; dx=4.549591182224878E-4 evalInputDelta=-1.4145416004389713
New Minimum: -11.828618225282035 > -13.30276338478728
END: th(1047.2946409877218)=-13.30276338478728; dx=-3.2532287754459484E-4 evalInputDelta=1.4741451595052446
Fitness changed from -11.828618225282035 to -13.30276338478728
Iteration 10 complete. Error: -13.30276338478728 Total: 6.8279; Orientation: 0.4644; Line Search: 5.2227
Iteration 10
Adding measurement 686ff0ce to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.691e+04, gradient 4.182e-02, dot -0.266; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -13.30276338478728, -4.182562731371624, -2.124312149071611, -0.04860715065692506
LBFGS Accumulation History: 3 points
Removed measurement 686ff0ce to history. Total: 3
th(0)=-13.30276338478728;dx=-0.0017393604688075582
New Minimum: -13.30276338478728 > -14.155791941332433
END: th(2256.3279052284356)=-14.155791941332433; dx=-2.712165619742274E-5 evalInputDelta=0.8530285565451532
Fitness changed from -13.30276338478728 to -14.155791941332433
Iteration 11 complete. Error: -14.155791941332433 Total: 4.1739; Orientation: 0.4664; Line Search: 2.3918
Adding measurement 44695017 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.244e+04, gradient 5.766e-02, dot -0.189; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -14.155791941332433, -4.182562731371624, -2.124312149071611, -0.04860715065692506
LBFGS Accumulation History: 3 points
Removed measurement 44695017 to history. Total: 3
th(0)=-14.155791941332433;dx=-0.0033164151779177305
Armijo: th(4861.111111111114)=-13.741752353414789; dx=-4.457963578957894E-5 evalInputDelta=-0.41403958791764417
New Minimum: -14.155791941332433 > -15.419242098823151
WOLF (strong): th(2430.555555555557)=-15.419242098823151; dx=4.071876597318465E-4 evalInputDelta=1.263450157490718
New Minimum: -15.419242098823151 > -16.241117028702178
END: th(810.1851851851857)=-16.241117028702178; dx=-0.0011898231416561965 evalInputDelta=2.0853250873697444
Fitness changed from -14.155791941332433 to -16.241117028702178
Iteration 12 complete. Error: -16.241117028702178 Total: 6.4730; Orientation: 0.4722; Line Search: 4.8603
Adding measurement 64acb1c1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.540e+04, gradient 4.077e-02, dot -0.273; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -16.241117028702178, -4.182562731371624, -2.124312149071611, -0.04860715065692506
LBFGS Accumulation History: 3 points
Removed measurement 64acb1c1 to history. Total: 3
th(0)=-16.241117028702178;dx=-0.0016432968837263731
New Minimum: -16.241117028702178 > -17.788437873334654
END: th(1745.4910683128699)=-17.788437873334654; dx=-9.875567031942302E-4 evalInputDelta=1.5473208446324769
Fitness changed from -16.241117028702178 to -17.788437873334654
Iteration 13 complete. Error: -17.788437873334654 Total: 4.0334; Orientation: 0.4620; Line Search: 2.4279
Adding measurement 52fcc5a1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.313e+04, gradient 4.751e-02, dot -0.227; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -17.788437873334654, -4.182562731371624, -2.124312149071611, -0.04860715065692506
LBFGS Accumulation History: 3 points
Removed measurement 52fcc5a1 to history. Total: 3
th(0)=-17.788437873334654;dx=-0.0022451433295524476
New Minimum: -17.788437873334654 > -20.290766123785797
END: th(3760.5465087140597)=-20.290766123785797; dx=-3.4597494684483396E-4 evalInputDelta=2.502328250451143
Fitness changed from -17.788437873334654 to -20.290766123785797
Iteration 14 complete. Error: -20.290766123785797 Total: 4.0397; Orientation: 0.4701; Line Search: 2.4196
Adding measurement 43027563 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.881e+04, gradient 8.090e-02, dot -0.154; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -20.290766123785797, -4.182562731371624, -2.124312149071611, -0.04860715065692506
LBFGS Accumulation History: 3 points
Removed measurement 43027563 to history. Total: 3
th(0)=-20.290766123785797;dx=-0.006350141195066141
Armijo: th(8101.851851851858)=-14.875011625139711; dx=3.511461613801705E-4 evalInputDelta=-5.415754498646086
Armijo: th(4050.925925925929)=-19.185146469955427; dx=0.0012232061192082911 evalInputDelta=-1.1056196538303702
New Minimum: -20.290766123785797 > -24.394515228113054
END: th(1350.3086419753097)=-24.394515228113054; dx=-8.922786877228894E-4 evalInputDelta=4.103749104327257
Fitness changed from -20.290766123785797 to -24.394515228113054
Iteration 15 complete. Error: -24.394515228113054 Total: 6.4179; Orientation: 0.4655; Line Search: 4.8171
Iteration 15
Adding measurement 79c1b539 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.827e+03, gradient 6.767e-02, dot -0.127; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -24.394515228113054, -4.182562731371624, -2.124312149071611, -0.04860715065692506
LBFGS Accumulation History: 3 points
Removed measurement 79c1b539 to history. Total: 3
th(0)=-24.394515228113054;dx=-0.0045598551551871555
New Minimum: -24.394515228113054 > -27.794968522866498
WOLF (strong): th(2909.1517805214503)=-27.794968522866498; dx=4.521156149836928E-4 evalInputDelta=3.4004532947534436
New Minimum: -27.794968522866498 > -28.07859479777908
END: th(1454.5758902607251)=-28.07859479777908; dx=-0.0013618974142131563 evalInputDelta=3.684079569666025
Fitness changed from -24.394515228113054 to -28.07859479777908
Iteration 16 complete. Error: -28.07859479777908 Total: 5.4188; Orientation: 0.4672; Line Search: 3.6458
Adding measurement 1576a213 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.462e+03, gradient 6.578e-02, dot -0.107; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -28.07859479777908, -4.182562731371624, -2.124312149071611, -0.04860715065692506
LBFGS Accumulation History: 3 points
Removed measurement 1576a213 to history. Total: 3
th(0)=-28.07859479777908;dx=-0.0042884222956701135
New Minimum: -28.07859479777908 > -30.43384238470624
WOLF (strong): th(3133.788757261717)=-30.43384238470624; dx=1.147080353910744E-4 evalInputDelta=2.3552475869271596
New Minimum: -30.43384238470624 > -30.74300790854741
END: th(1566.8943786308585)=-30.74300790854741; dx=-8.39728155315838E-4 evalInputDelta=2.6644131107683293
Fitness changed from -28.07859479777908 to -30.74300790854741
Iteration 17 complete. Error: -30.74300790854741 Total: 5.8129; Orientation: 0.9237; Line Search: 3.6651
Adding measurement 3dd0f599 to history. Total: 3
Accepted: LBFGS Orientation magnitude: 1.606e+03, gradient 7.369e-02, dot 0.037; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
Constructing line search parameters: LBFGS+Trust
th(0)=-30.74300790854741;dx=-3.819974632822998
Armijo: th(3375.771604938275)=-10.363575077341943; dx=-0.0010976026417267464 evalInputDelta=-20.379432831205463
Armijo: th(1687.8858024691374)=-10.354323903024737; dx=-0.0038587391946109796 evalInputDelta=-20.38868400552267
Armijo: th(562.6286008230458)=-10.383490244064259; dx=-0.009506757697266409 evalInputDelta=-20.35951766448315
Armijo: th(140.65715020576144)=-7.538474869806127; dx=-0.09718932228185924 evalInputDelta=-23.204533038741282
Armijo: th(28.13143004115229)=-1.1042945305111558; dx=-0.07395557251173984 evalInputDelta=-29.638713378036254
Armijo: th(4.688571673525382)=-0.15671116327552884; dx=-0.004488972683510688 evalInputDelta=-30.58629674527188
Armijo: th(0.6697959533607688)=-2.0555610434276863; dx=3.5143634843159637 evalInputDelta=-28.68744686511972
Armijo: th(0.0837244941700961)=-29.357589514994874; dx=25.67153176478832 evalInputDelta=-1.3854183935525342
New Minimum: -30.74300790854741 > -30.75709978709485
END: th(0.009302721574455122)=-30.75709978709485; dx=-0.7832506941991395 evalInputDelta=0.014091878547443315
Fitness changed from -30.74300790854741 to -30.75709978709485
Iteration 18 complete. Error: -30.75709978709485 Total: 13.7745; Orientation: 0.4627; Line Search: 12.1508
Adding measurement 3a34dbea to history. Total: 4
Rejected: LBFGS Orientation magnitude: 3.623e+04, gradient 7.530e-02, dot -0.163; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -30.75709978709485, -30.74300790854741, -4.182562731371624, -2.124312149071611, -0.04860715065692506
Rejected: LBFGS Orientation magnitude: 1.234e+04, gradient 7.530e-02, dot -0.232; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -30.75709978709485, -30.74300790854741, -4.182562731371624, -2.124312149071611
LBFGS Accumulation History: 3 points
Removed measurement 3a34dbea to history. Total: 4
Removed measurement 3dd0f599 to history. Total: 3
th(0)=-30.75709978709485;dx=-0.005612741469510488
New Minimum: -30.75709978709485 > -30.757208484187483
WOLFE (weak): th(0.02004210607171414)=-30.757208484187483; dx=-0.005485961942960539 evalInputDelta=1.0869709263161553E-4
New Minimum: -30.757208484187483 > -30.757312240144827
WOLFE (weak): th(0.04008421214342828)=-30.757312240144827; dx=-0.005650589128993973 evalInputDelta=2.1245304997563608E-4
New Minimum: -30.757312240144827 > -30.75774084735459
WOLFE (weak): th(0.12025263643028483)=-30.75774084735459; dx=-0.005664215821852291 evalInputDelta=6.410602597384241E-4
New Minimum: -30.75774084735459 > -30.759645421564702
WOLFE (weak): th(0.4810105457211393)=-30.759645421564702; dx=-0.005397055058955941 evalInputDelta=0.002545634469850455
New Minimum: -30.759645421564702 > -30.769803629054092
WOLFE (weak): th(2.4050527286056966)=-30.769803629054092; dx=-0.005553999091353455 evalInputDelta=0.012703841959240236
New Minimum: -30.769803629054092 > -30.832570334594333
WOLFE (weak): th(14.43031637163418)=-30.832570334594333; dx=-0.005532644817599481 evalInputDelta=0.07547054749948146
New Minimum: -30.832570334594333 > -31.258829102867935
END: th(101.01221460143927)=-31.258829102867935; dx=-0.004998301853768892 evalInputDelta=0.5017293157730833
Fitness changed from -30.75709978709485 to -31.258829102867935
Iteration 19 complete. Error: -31.258829102867935 Total: 11.8658; Orientation: 1.0225; Line Search: 9.6650
Adding measurement 354bb233 to history. Total: 3
Accepted: LBFGS Orientation magnitude: 1.134e+03, gradient 6.808e-02, dot 0.147; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
th(0)=-31.258829102867935;dx=-11.032793884467576
Armijo: th(217.62421925428595)=-8.388955927230725; dx=-0.044412183131426274 evalInputDelta=-22.86987317563721
Armijo: th(108.81210962714297)=-5.571980202725383; dx=-0.08946308162451044 evalInputDelta=-25.68684890014255
Armijo: th(36.27070320904766)=-1.237666139943519; dx=-0.050788232709626124 evalInputDelta=-30.021162962924414
Armijo: th(9.067675802261915)=-0.39471969176551847; dx=-0.1775239341698338 evalInputDelta=-30.864109411102415
Armijo: th(1.813535160452383)=-0.050083270280465754; dx=0.04938256040729461 evalInputDelta=-31.208745832587468
Armijo: th(0.3022558600753972)=-22.007267609444582; dx=38.27399176402002 evalInputDelta=-9.251561493423353
New Minimum: -31.258829102867935 > -31.42320238595661
END: th(0.0431794085821996)=-31.42320238595661; dx=-2.6754794792190997 evalInputDelta=0.1643732830886755
Fitness changed from -31.258829102867935 to -31.42320238595661
Iteration 20 complete. Error: -31.42320238595661 Total: 12.3828; Orientation: 0.4496; Line Search: 10.7953
Iteration 20
Adding measurement 7081cf62 to history. Total: 4
Rejected: LBFGS Orientation magnitude: 9.658e+03, gradient 6.751e-02, dot -0.211; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -31.42320238595661, -31.258829102867935, -4.182562731371624, -2.124312149071611, -0.04860715065692506
Rejected: LBFGS Orientation magnitude: 1.876e+03, gradient 6.751e-02, dot -0.171; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -31.42320238595661, -31.258829102867935, -4.182562731371624, -2.124312149071611
LBFGS Accumulation History: 3 points
Removed measurement 7081cf62 to history. Total: 4
Removed measurement 354bb233 to history. Total: 3
th(0)=-31.42320238595661;dx=-0.004466026925408508
New Minimum: -31.42320238595661 > -31.42357475974708
WOLFE (weak): th(0.09302721574455125)=-31.42357475974708; dx=-0.004532868954792372 evalInputDelta=3.7237379046928254E-4
New Minimum: -31.42357475974708 > -31.423948338109223
WOLFE (weak): th(0.1860544314891025)=-31.423948338109223; dx=-0.004538478236334946 evalInputDelta=7.45952152612972E-4
New Minimum: -31.423948338109223 > -31.425438980367083
WOLFE (weak): th(0.5581632944673075)=-31.425438980367083; dx=-0.004525640620391139 evalInputDelta=0.0022365944104727475
New Minimum: -31.425438980367083 > -31.432127261334237
WOLFE (weak): th(2.23265317786923)=-31.432127261334237; dx=-0.00434788727254062 evalInputDelta=0.008924875377626762
New Minimum: -31.432127261334237 > -31.46739700227146
WOLFE (weak): th(11.16326588934615)=-31.46739700227146; dx=-0.0044234291466966865 evalInputDelta=0.044194616314850776
New Minimum: -31.46739700227146 > -31.67362722662528
WOLFE (weak): th(66.9795953360769)=-31.67362722662528; dx=-0.004112417429646213 evalInputDelta=0.25042484066866777
New Minimum: -31.67362722662528 > -32.79540508112673
END: th(468.8571673525383)=-32.79540508112673; dx=-0.0028991102265861247 evalInputDelta=1.3722026951701203
Fitness changed from -31.42320238595661 to -32.79540508112673
Iteration 21 complete. Error: -32.79540508112673 Total: 12.0950; Orientation: 1.0298; Line Search: 9.6807
Adding measurement 4899075f to history. Total: 3
Accepted: LBFGS Orientation magnitude: 1.143e+03, gradient 5.397e-02, dot 0.230; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
th(0)=-32.79540508112673;dx=-14.131770104441063
Armijo: th(1010.1221460143929)=-11.891154718451633; dx=-0.003813024855751267 evalInputDelta=-20.9042503626751
Armijo: th(505.06107300719646)=-12.164113996384998; dx=-0.008401484980363718 evalInputDelta=-20.631291084741733
Armijo: th(168.35369100239882)=-10.713868365521561; dx=-0.05303262159362021 evalInputDelta=-22.081536715605168
Armijo: th(42.088422750599705)=-5.95318713596916; dx=-0.0819068018626336 evalInputDelta=-26.84221794515757
Armijo: th(8.41768455011994)=-0.8140972934544755; dx=-0.05142635464370465 evalInputDelta=-31.981307787672254
Armijo: th(1.40294742501999)=-5.020206273711894; dx=3.0926820978328244 evalInputDelta=-27.77519880741484
Armijo: th(0.20042106071714144)=-29.954771616143617; dx=17.653237861680594 evalInputDelta=-2.8406334649831138
New Minimum: -32.79540508112673 > -32.921935690090955
END: th(0.02505263258964268)=-32.921935690090955; dx=-9.426779070559729 evalInputDelta=0.12653060896422375
Fitness changed from -32.79540508112673 to -32.921935690090955
Iteration 22 complete. Error: -32.921935690090955 Total: 12.5237; Orientation: 0.4619; Line Search: 10.9276
Adding measurement bb42efb to history. Total: 4
Rejected: LBFGS Orientation magnitude: 1.406e+04, gradient 5.569e-02, dot -0.260; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -32.921935690090955, -32.79540508112673, -4.182562731371624, -2.124312149071611, -0.04860715065692506
Rejected: LBFGS Orientation magnitude: 2.742e+03, gradient 5.569e-02, dot -0.249; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -32.921935690090955, -32.79540508112673, -4.182562731371624, -2.124312149071611
LBFGS Accumulation History: 3 points
Removed measurement bb42efb to history. Total: 4
Removed measurement 4899075f to history. Total: 3
th(0)=-32.921935690090955;dx=-0.003090346973482932
New Minimum: -32.921935690090955 > -32.92207185874722
WOLFE (weak): th(0.053974260727749496)=-32.92207185874722; dx=-0.0030896105552509867 evalInputDelta=1.3616865626886465E-4
New Minimum: -32.92207185874722 > -32.92220225701727
WOLFE (weak): th(0.10794852145549899)=-32.92220225701727; dx=-0.003080525808712128 evalInputDelta=2.6656692631377155E-4
New Minimum: -32.92220225701727 > -32.92273769228689
WOLFE (weak): th(0.323845564366497)=-32.92273769228689; dx=-0.0029716856512254 evalInputDelta=8.020021959325163E-4
New Minimum: -32.92273769228689 > -32.92512627373316
WOLFE (weak): th(1.295382257465988)=-32.92512627373316; dx=-0.003097402416781152 evalInputDelta=0.0031905836422083667
New Minimum: -32.92512627373316 > -32.93791781330086
WOLFE (weak): th(6.47691128732994)=-32.93791781330086; dx=-0.002958182068816503 evalInputDelta=0.015982123209902
New Minimum: -32.93791781330086 > -33.01776531686571
WOLFE (weak): th(38.861467723979636)=-33.01776531686571; dx=-0.0030713248857002855 evalInputDelta=0.09582962677475848
New Minimum: -33.01776531686571 > -33.55867327201139
WOLFE (weak): th(272.0302740678575)=-33.55867327201139; dx=-0.0028366153628902077 evalInputDelta=0.6367375819204355
New Minimum: -33.55867327201139 > -36.18654810243257
END: th(2176.24219254286)=-36.18654810243257; dx=-0.0012235267675207487 evalInputDelta=3.264612412341613
Fitness changed from -32.921935690090955 to -36.18654810243257
Iteration 23 complete. Error: -36.18654810243257 Total: 13.4146; Orientation: 1.0357; Line Search: 11.2485
Adding measurement 7386e6d9 to history. Total: 3
Accepted: LBFGS Orientation magnitude: 1.470e+03, gradient 7.346e-02, dot 0.062; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
th(0)=-36.18654810243257;dx=-6.651877872843057
Armijo: th(4688.571673525384)=-13.33725977869289; dx=-6.800172928081016E-4 evalInputDelta=-22.849288323739678
Armijo: th(2344.285836762692)=-13.294911688981221; dx=-0.0010429748502057896 evalInputDelta=-22.891636413451344
Armijo: th(781.4286122542306)=-12.829467616893186; dx=-0.005316894256218207 evalInputDelta=-23.35708048553938
Armijo: th(195.35715306355766)=-10.325578331681102; dx=-0.05153770686358927 evalInputDelta=-25.860969770751467
Armijo: th(39.07143061271153)=-0.6902973233708566; dx=-0.1331634852990406 evalInputDelta=-35.49625077906171
Armijo: th(6.511905102118589)=-0.3895012579963815; dx=-0.12379295538955244 evalInputDelta=-35.79704684443619
Armijo: th(0.9302721574455127)=-2.087292733173636; dx=2.904713003496953 evalInputDelta=-34.099255369258934
Armijo: th(0.11628401968068909)=-33.741774283855314; dx=40.092476504707314 evalInputDelta=-2.4447738185772536
New Minimum: -36.18654810243257 > -36.287697893393904
END: th(0.012920446631187677)=-36.287697893393904; dx=-1.0827256827916165 evalInputDelta=0.1011497909613368
Fitness changed from -36.18654810243257 to -36.287697893393904
Iteration 24 complete. Error: -36.287697893393904 Total: 13.6970; Orientation: 0.4643; Line Search: 12.0851
Adding measurement 499373f9 to history. Total: 4
Rejected: LBFGS Orientation magnitude: 1.074e+04, gradient 6.745e-02, dot -0.157; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -36.287697893393904, -36.18654810243257, -4.182562731371624, -2.124312149071611, -0.04860715065692506
Rejected: LBFGS Orientation magnitude: 3.006e+03, gradient 6.745e-02, dot -0.180; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -36.287697893393904, -36.18654810243257, -4.182562731371624, -2.124312149071611
LBFGS Accumulation History: 3 points
Removed measurement 499373f9 to history. Total: 4
Removed measurement 7386e6d9 to history. Total: 3
th(0)=-36.287697893393904;dx=-0.004523190699908979
New Minimum: -36.287697893393904 > -36.28779421178923
WOLFE (weak): th(0.02783625843293632)=-36.28779421178923; dx=-0.004505851472546719 evalInputDelta=9.631839532886488E-5
New Minimum: -36.28779421178923 > -36.28790518701471
WOLFE (weak): th(0.05567251686587264)=-36.28790518701471; dx=-0.004520817511871687 evalInputDelta=2.0729362080373903E-4
New Minimum: -36.28790518701471 > -36.288338615304475
WOLFE (weak): th(0.16701755059761791)=-36.288338615304475; dx=-0.004421711231812433 evalInputDelta=6.407219105710737E-4
New Minimum: -36.288338615304475 > -36.290277463023365
WOLFE (weak): th(0.6680702023904717)=-36.290277463023365; dx=-0.004523280111362027 evalInputDelta=0.0025795696294608206
New Minimum: -36.290277463023365 > -36.30062949177678
WOLFE (weak): th(3.3403510119523583)=-36.30062949177678; dx=-0.004518438788223767 evalInputDelta=0.012931598382877496
New Minimum: -36.30062949177678 > -36.36534804958077
WOLFE (weak): th(20.04210607171415)=-36.36534804958077; dx=-0.004473422187921849 evalInputDelta=0.07765015618686277
New Minimum: -36.36534804958077 > -36.80262546833498
END: th(140.29474250199905)=-36.80262546833498; dx=-0.003963206509269561 evalInputDelta=0.5149275749410762
Fitness changed from -36.287697893393904 to -36.80262546833498
Iteration 25 complete. Error: -36.80262546833498 Total: 11.8438; Orientation: 1.0179; Line Search: 9.6692
Iteration 25
Adding measurement 22f255ee to history. Total: 3
Accepted: LBFGS Orientation magnitude: 9.485e+02, gradient 6.172e-02, dot 0.266; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
th(0)=-36.80262546833498;dx=-15.560859636341098
Armijo: th(302.25586007539727)=-9.430486142926696; dx=-0.02619672780851983 evalInputDelta=-27.372139325408284
Armijo: th(151.12793003769863)=-5.382454908228094; dx=-0.04874265255742426 evalInputDelta=-31.420170560106886
Armijo: th(50.37597667923288)=-1.9844439725074823; dx=-0.058911685417593174 evalInputDelta=-34.818181495827496
Armijo: th(12.59399416980822)=-1.894766863104806; dx=-0.26856510073692447 evalInputDelta=-34.907858605230174
Armijo: th(2.518798833961644)=-3.93785870673691; dx=1.4394919568144382 evalInputDelta=-32.86476676159807
Armijo: th(0.41979980566027403)=-27.176635596187207; dx=19.45579535416049 evalInputDelta=-9.625989872147773
New Minimum: -36.80262546833498 > -37.32126742599508
END: th(0.059971400808610575)=-37.32126742599508; dx=-5.8383304468691275 evalInputDelta=0.5186419576601011
Fitness changed from -36.80262546833498 to -37.32126742599508
Iteration 26 complete. Error: -37.32126742599508 Total: 11.9059; Orientation: 0.5171; Line Search: 10.0972
Adding measurement 732a77a3 to history. Total: 4
Rejected: LBFGS Orientation magnitude: 9.398e+03, gradient 5.931e-02, dot -0.246; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -37.32126742599508, -36.80262546833498, -4.182562731371624, -2.124312149071611, -0.04860715065692506
Rejected: LBFGS Orientation magnitude: 1.578e+03, gradient 5.931e-02, dot -0.171; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -37.32126742599508, -36.80262546833498, -4.182562731371624, -2.124312149071611
LBFGS Accumulation History: 3 points
Removed measurement 732a77a3 to history. Total: 4
Removed measurement 22f255ee to history. Total: 3
th(0)=-37.32126742599508;dx=-0.0034976057486957885
New Minimum: -37.32126742599508 > -37.32158502400109
WOLFE (weak): th(0.1292044663118768)=-37.32158502400109; dx=-0.0034902319562199777 evalInputDelta=3.175980060063921E-4
New Minimum: -37.32158502400109 > -37.32191687031237
WOLFE (weak): th(0.2584089326237536)=-37.32191687031237; dx=-0.003448749337577716 evalInputDelta=6.49444317289749E-4
New Minimum: -37.32191687031237 > -37.32321165347058
WOLFE (weak): th(0.7752267978712608)=-37.32321165347058; dx=-0.0034937642233576617 evalInputDelta=0.0019442274754979394
New Minimum: -37.32321165347058 > -37.329033550976575
WOLFE (weak): th(3.1009071914850432)=-37.329033550976575; dx=-0.003436690625841239 evalInputDelta=0.0077661249814937605
New Minimum: -37.329033550976575 > -37.35993344118462
WOLFE (weak): th(15.504535957425215)=-37.35993344118462; dx=-0.0034595014738405825 evalInputDelta=0.03866601518954127
New Minimum: -37.35993344118462 > -37.54455588098054
WOLFE (weak): th(93.02721574455128)=-37.54455588098054; dx=-0.0032100546843113744 evalInputDelta=0.22328845498545746
New Minimum: -37.54455588098054 > -38.5518389430843
END: th(651.190510211859)=-38.5518389430843; dx=-0.0022175176542800473 evalInputDelta=1.230571517089217
Fitness changed from -37.32126742599508 to -38.5518389430843
Iteration 27 complete. Error: -38.5518389430843 Total: 11.8672; Orientation: 1.0234; Line Search: 9.7079
Adding measurement 17e7ac5 to history. Total: 3
Accepted: LBFGS Orientation magnitude: 9.830e+02, gradient 5.701e-02, dot 0.351; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
th(0)=-38.5518389430843;dx=-19.536303842503493
Armijo: th(1402.9474250199905)=-14.869367449770927; dx=-0.0025059180627360262 evalInputDelta=-23.682471493313372
Armijo: th(701.4737125099953)=-15.919199123595593; dx=-0.009313677834332755 evalInputDelta=-22.632639819488706
Armijo: th(233.8245708366651)=-14.38476876964663; dx=-0.04557927067832723 evalInputDelta=-24.16707017343767
Armijo: th(58.45614270916627)=-6.427239865462777; dx=-0.10665400007318007 evalInputDelta=-32.124599077621525
Armijo: th(11.691228541833254)=-2.30162238726492; dx=-0.13725761783673723 evalInputDelta=-36.25021655581938
Armijo: th(1.9485380903055425)=-12.09682576101024; dx=2.841582848635538 evalInputDelta=-26.455013182074058
Armijo: th(0.2783625843293632)=-36.4809447942019; dx=7.081749917287994 evalInputDelta=-2.0708941488823953
New Minimum: -38.5518389430843 > -38.92630989584117
END: th(0.0347953230411704)=-38.92630989584117; dx=-13.773165261383614 evalInputDelta=0.37447095275687303
Fitness changed from -38.5518389430843 to -38.92630989584117
Iteration 28 complete. Error: -38.92630989584117 Total: 12.5623; Orientation: 0.4595; Line Search: 10.9477
Adding measurement 7d52ea7f to history. Total: 4
Rejected: LBFGS Orientation magnitude: 8.853e+03, gradient 5.712e-02, dot -0.229; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -38.92630989584117, -38.5518389430843, -4.182562731371624, -2.124312149071611, -0.04860715065692506
Rejected: LBFGS Orientation magnitude: 1.351e+03, gradient 5.712e-02, dot -0.117; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -38.92630989584117, -38.5518389430843, -4.182562731371624, -2.124312149071611
LBFGS Accumulation History: 3 points
Removed measurement 7d52ea7f to history. Total: 4
Removed measurement 17e7ac5 to history. Total: 3
th(0)=-38.92630989584117;dx=-0.0032234000777514225
New Minimum: -38.92630989584117 > -38.926512897866864
WOLFE (weak): th(0.07496425101076322)=-38.926512897866864; dx=-0.003184010027747957 evalInputDelta=2.0300202569245585E-4
New Minimum: -38.926512897866864 > -38.92671589883392
WOLFE (weak): th(0.14992850202152644)=-38.92671589883392; dx=-0.0032262868191126406 evalInputDelta=4.060029927472897E-4
New Minimum: -38.92671589883392 > -38.92754545909109
WOLFE (weak): th(0.44978550606457934)=-38.92754545909109; dx=-0.003189257023279215 evalInputDelta=0.0012355632499208014
New Minimum: -38.92754545909109 > -38.93125776866119
WOLFE (weak): th(1.7991420242583174)=-38.93125776866119; dx=-0.0030884624774839622 evalInputDelta=0.004947872820018517
New Minimum: -38.93125776866119 > -38.95109759454952
WOLFE (weak): th(8.995710121291587)=-38.95109759454952; dx=-0.0032531588101052 evalInputDelta=0.024787698708351513
New Minimum: -38.95109759454952 > -39.074288807230666
WOLFE (weak): th(53.974260727749524)=-39.074288807230666; dx=-0.0031919611510437393 evalInputDelta=0.14797891138949382
New Minimum: -39.074288807230666 > -39.876465610451824
END: th(377.81982509424665)=-39.876465610451824; dx=-0.00276260196102029 evalInputDelta=0.9501557146106521
Fitness changed from -38.92630989584117 to -39.876465610451824
Iteration 29 complete. Error: -39.876465610451824 Total: 12.1652; Orientation: 1.0222; Line Search: 10.0062
Adding measurement 3f4b97d4 to history. Total: 3
Accepted: LBFGS Orientation magnitude: 1.239e+03, gradient 5.447e-02, dot 0.294; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
th(0)=-39.876465610451824;dx=-19.67275616562116
Armijo: th(813.9881377648238)=-15.417534540052591; dx=-0.00397649459352174 evalInputDelta=-24.45893107039923
Armijo: th(406.9940688824119)=-16.328768554662464; dx=-0.015465384401065322 evalInputDelta=-23.54769705578936
Armijo: th(135.66468962747064)=-12.201004826990271; dx=-0.0932707526248611 evalInputDelta=-27.675460783461553
Armijo: th(33.91617240686766)=-4.6828899360406915; dx=-0.1807093599584504 evalInputDelta=-35.193575674411136
Armijo: th(6.7832344813735315)=-4.282307758798832; dx=-0.1276269608220146 evalInputDelta=-35.594157851652994
Armijo: th(1.130539080228922)=-19.003603148237556; dx=3.0885828194031517 evalInputDelta=-20.872862462214268
Armijo: th(0.16150558288984598)=-38.848482114313235; dx=0.8283025110124217 evalInputDelta=-1.0279834961385887
New Minimum: -39.876465610451824 > -40.046866850918576
END: th(0.020188197861230748)=-40.046866850918576; dx=-14.827585758154434 evalInputDelta=0.1704012404667523
Fitness changed from -39.876465610451824 to -40.046866850918576
Iteration 30 complete. Error: -40.046866850918576 Total: 12.5285; Orientation: 0.4548; Line Search: 10.9130
Iteration 30
Adding measurement b70c08d to history. Total: 4
Rejected: LBFGS Orientation magnitude: 8.615e+03, gradient 5.645e-02, dot -0.247; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -40.046866850918576, -39.876465610451824, -4.182562731371624, -2.124312149071611, -0.04860715065692506
Rejected: LBFGS Orientation magnitude: 1.206e+03, gradient 5.645e-02, dot -0.061; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -40.046866850918576, -39.876465610451824, -4.182562731371624, -2.124312149071611
LBFGS Accumulation History: 3 points
Removed measurement b70c08d to history. Total: 4
Removed measurement 3f4b97d4 to history. Total: 3
th(0)=-40.046866850918576;dx=-0.0031388123147955862
New Minimum: -40.046866850918576 > -40.04696361462789
WOLFE (weak): th(0.04349415380146301)=-40.04696361462789; dx=-0.0031631142892191693 evalInputDelta=9.676370931543943E-5
New Minimum: -40.04696361462789 > -40.04705468614072
WOLFE (weak): th(0.08698830760292602)=-40.04705468614072; dx=-0.0031398390672959867 evalInputDelta=1.8783522214249615E-4
New Minimum: -40.04705468614072 > -40.04744363506239
WOLFE (weak): th(0.26096492280877803)=-40.04744363506239; dx=-0.0031296091919481624 evalInputDelta=5.767841438171217E-4
New Minimum: -40.04744363506239 > -40.04921567648517
WOLFE (weak): th(1.0438596912351121)=-40.04921567648517; dx=-0.003148290896097427 evalInputDelta=0.0023488255665924385
New Minimum: -40.04921567648517 > -40.05852614339248
WOLFE (weak): th(5.219298456175561)=-40.05852614339248; dx=-0.0030386952775328176 evalInputDelta=0.011659292473900962
New Minimum: -40.05852614339248 > -40.1169630729591
WOLFE (weak): th(31.315790737053362)=-40.1169630729591; dx=-0.0031280995805183544 evalInputDelta=0.0700962220405259
New Minimum: -40.1169630729591 > -40.51728660340806
WOLFE (weak): th(219.21053515937353)=-40.51728660340806; dx=-0.0028262519495573114 evalInputDelta=0.47041975248948376
New Minimum: -40.51728660340806 > -42.88140439000246
END: th(1753.6842812749883)=-42.88140439000246; dx=-0.0018421280111453825 evalInputDelta=2.8345375390838825
Fitness changed from -40.046866850918576 to -42.88140439000246
Iteration 31 complete. Error: -42.88140439000246 Total: 13.3790; Orientation: 1.1866; Line Search: 10.8877
Adding measurement 3777afcd to history. Total: 3
Accepted: LBFGS Orientation magnitude: 8.240e+02, gradient 6.552e-02, dot 0.519; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
th(0)=-42.88140439000246;dx=-27.470806095422724
Armijo: th(3778.1982509424665)=-21.052015662492074; dx=4.924150062958556E-4 evalInputDelta=-21.829388727510384
Armijo: th(1889.0991254712333)=-21.799104284482702; dx=4.473118430329883E-4 evalInputDelta=-21.082300105519757
Armijo: th(629.6997084904111)=-24.229900430851803; dx=-4.1776738546985123E-4 evalInputDelta=-18.651503959150656
Armijo: th(157.42492712260278)=-22.192356125762; dx=-0.07946536449247252 evalInputDelta=-20.68904826424046
Armijo: th(31.484985424520556)=-11.753565039566519; dx=-0.4221547058491114 evalInputDelta=-31.12783935043594
Armijo: th(5.247497570753426)=-20.552360679835747; dx=0.47049105384236584 evalInputDelta=-22.32904371016671
New Minimum: -42.88140439000246 > -45.15660926404349
END: th(0.7496425101076323)=-45.15660926404349; dx=-3.6953838805288273 evalInputDelta=2.2752048740410302
Fitness changed from -42.88140439000246 to -45.15660926404349
Iteration 32 complete. Error: -45.15660926404349 Total: 11.7503; Orientation: 0.4567; Line Search: 10.1384
Adding measurement 96a5455 to history. Total: 4
Rejected: LBFGS Orientation magnitude: 2.365e+03, gradient 9.620e-02, dot -0.100; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -45.15660926404349, -42.88140439000246, -4.182562731371624, -2.124312149071611, -0.04860715065692506
Rejected: LBFGS Orientation magnitude: 3.685e+02, gradient 9.620e-02, dot -0.164; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -45.15660926404349, -42.88140439000246, -4.182562731371624, -2.124312149071611
LBFGS Accumulation History: 3 points
Removed measurement 96a5455 to history. Total: 4
Removed measurement 3777afcd to history. Total: 3
th(0)=-45.15660926404349;dx=-0.009212936589076477
New Minimum: -45.15660926404349 > -45.17087407830399
WOLFE (weak): th(1.61505582889846)=-45.17087407830399; dx=-0.008995777143792693 evalInputDelta=0.014264814260499747
New Minimum: -45.17087407830399 > -45.185141115497736
WOLFE (weak): th(3.23011165779692)=-45.185141115497736; dx=-0.00892525378907557 evalInputDelta=0.02853185145424675
New Minimum: -45.185141115497736 > -45.242123966537314
WOLFE (weak): th(9.69033497339076)=-45.242123966537314; dx=-0.009165610056024408 evalInputDelta=0.08551470249382476
New Minimum: -45.242123966537314 > -45.4976452642255
WOLFE (weak): th(38.76133989356304)=-45.4976452642255; dx=-0.009030496105057692 evalInputDelta=0.3410360001820081
New Minimum: -45.4976452642255 > -46.79406440255415
END: th(193.8066994678152)=-46.79406440255415; dx=-0.008137074893307557 evalInputDelta=1.63745513851066
Fitness changed from -45.15660926404349 to -46.79406440255415
Iteration 33 complete. Error: -46.79406440255415 Total: 9.6435; Orientation: 1.0411; Line Search: 7.4490
Adding measurement 24045844 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.518e+05, gradient 9.088e-02, dot -0.126; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -46.79406440255415, -4.182562731371624, -2.124312149071611, -0.04860715065692506
LBFGS Accumulation History: 3 points
Removed measurement 24045844 to history. Total: 3
th(0)=-46.79406440255415;dx=-0.008225106527506866
New Minimum: -46.79406440255415 > -49.79441799985091
END: th(417.5438764940449)=-49.79441799985091; dx=-0.006634048793105685 evalInputDelta=3.0003535972967583
Fitness changed from -46.79406440255415 to -49.79441799985091
Iteration 34 complete. Error: -49.79441799985091 Total: 4.0531; Orientation: 0.4593; Line Search: 2.4268
Adding measurement 39b2f0c3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.247e+04, gradient 8.197e-02, dot -0.137; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -49.79441799985091, -4.182562731371624, -2.124312149071611, -0.04860715065692506
LBFGS Accumulation History: 3 points
Removed measurement 39b2f0c3 to history. Total: 3
th(0)=-49.79441799985091;dx=-0.0066871419281526534
New Minimum: -49.79441799985091 > -54.150407914623855
END: th(899.5710121291588)=-54.150407914623855; dx=-0.004177272772972354 evalInputDelta=4.355989914772948
Fitness changed from -49.79441799985091 to -54.150407914623855
Iteration 35 complete. Error: -54.150407914623855 Total: 4.0091; Orientation: 0.4600; Line Search: 2.4071
Iteration 35
Adding measurement 5b86b9d5 to history. Total: 3
Accepted: LBFGS Orientation magnitude: 1.833e+03, gradient 6.931e-02, dot 0.032; [113e30e8-62f3-43c4-9411-a66bdf548776 = 1.000/1.000e+00]
th(0)=-54.150407914623855;dx=-3.5901923088972625
Armijo: th(1938.0669946781522)=-14.192948446350357; dx=-8.695577898629802E-4 evalInputDelta=-39.9574594682735
Armijo: th(969.0334973390761)=-14.776393301538159; dx=-0.0031404786205040244 evalInputDelta=-39.3740146130857
Armijo: th(323.011165779692)=-15.32034847195485; dx=-0.015429514643450826 evalInputDelta=-38.830059442669004
Armijo: th(80.752791444923)=-8.174860493928517; dx=-0.11577874946939443 evalInputDelta=-45.975547420695335
Armijo: th(16.1505582889846)=-1.9997674388217312; dx=-0.15189436080399724 evalInputDelta=-52.15064047580212
Armijo: th(2.691759714830767)=-5.925370617908808; dx=0.4035994532633679 evalInputDelta=-48.225037296715044
Armijo: th(0.384537102118681)=-32.50696976111131; dx=20.722044700483426 evalInputDelta=-21.643438153512548
Armijo: th(0.04806713776483512)=-53.233150585130794; dx=10.816015540282136 evalInputDelta=-0.9172573294930615
Armijo: th(0.0053407930849816805)=-54.09586737155393; dx=-2.1248396583743854 evalInputDelta=-0.05454054306992617
Armijo: th(5.34079308498168E-4)=-54.145558348901005; dx=-3.4847668027636285 evalInputDelta=-0.004849565722850002
Armijo: th(4.855266440892436E-5)=-54.149975737159; dx=-3.790269250133532 evalInputDelta=-4.3217746485879616E-4
Armijo: th(4.046055367410363E-6)=-54.15036862590595; dx=-3.5835788297433777 evalInputDelta=-3.9288717907481896E-5
Armijo: th(3.112350282623356E-7)=-54.15040230195161; dx=-3.7634067374267945 evalInputDelta=-5.6126722469684864E-6
Armijo: th(2.2231073447309688E-8)=-54.150407914623855; dx=-3.601425014393202 evalInputDelta=0.0
Armijo: th(1.4820715631539792E-9)=-54.150407914623855; dx=-3.8286930392525282 evalInputDelta=0.0
MIN ALPHA (9.26294726971237E-11): th(0.0)=-54.150407914623855
Fitness changed from -54.150407914623855 to -54.150407914623855
Static Iteration Total: 22.9034; Orientation: 0.4552; Line Search: 21.1409
Iteration 36 failed. Error: -54.150407914623855
Previous Error: 0.0 -> -54.150407914623855
Retrying iteration 36
Reset training subject: 13284672336897
Adding measurement 6fe5fab9 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=-54.150407914623855;dx=-0.004784099139117364
WOLFE (weak): th(2.1544346900318838E-10)=-54.150407914623855; dx=-0.004749909669392937 evalInputDelta=0.0
WOLFE (weak): th(4.3088693800637676E-10)=-54.150407914623855; dx=-0.004720378741617634 evalInputDelta=0.0
WOLFE (weak): th(1.2926608140191302E-9)=-54.150407914623855; dx=-0.0047835378333212 evalInputDelta=0.0
WOLFE (weak): th(5.170643256076521E-9)=-54.150407914623855; dx=-0.004709179967533669 evalInputDelta=0.0
WOLFE (weak): th(2.5853216280382606E-8)=-54.150407914623855; dx=-0.004789866836113995 evalInputDelta=0.0
WOLFE (weak): th(1.5511929768229565E-7)=-54.150407914623855; dx=-0.004750725618954646 evalInputDelta=0.0
Armijo: th(1.0858350837760695E-6)=-54.150407914623855; dx=-0.004688341215821934 evalInputDelta=0.0
WOLFE (weak): th(6.204771907291826E-7)=-54.150407914623855; dx=-0.00474593727996593 evalInputDelta=0.0
Armijo: th(8.531561372526261E-7)=-54.150407914623855; dx=-0.004707831567029191 evalInputDelta=0.0
WOLFE (weak): th(7.368166639909043E-7)=-54.150407914623855; dx=-0.004791109994202281 evalInputDelta=0.0
Armijo: th(7.949864006217652E-7)=-54.150407914623855; dx=-0.004782700215402636 evalInputDelta=0.0
Armijo: th(7.659015323063348E-7)=-54.150407914623855; dx=-0.004764074541250676 evalInputDelta=0.0
Armijo: th(7.513590981486195E-7)=-54.150407914623855; dx=-0.004793031987404919 evalInputDelta=0.0
Armijo: th(7.440878810697619E-7)=-54.150407914623855; dx=-0.004800694256716607 evalInputDelta=0.0
WOLFE (weak): th(7.404522725303331E-7)=-54.150407914623855; dx=-0.004788730318468373 evalInputDelta=0.0
WOLFE (weak): th(7.422700768000476E-7)=-54.150407914623855; dx=-0.004622760170667044 evalInputDelta=0.0
Armijo: th(7.431789789349047E-7)=-54.150407914623855; dx=-0.004789105166164964 evalInputDelta=0.0
Armijo: th(7.427245278674761E-7)=-54.150407914623855; dx=-0.004765844793698702 evalInputDelta=0.0
WOLFE (weak): th(7.424973023337618E-7)=-54.150407914623855; dx=-0.0047863854837178225 evalInputDelta=0.0
Armijo: th(7.42610915100619E-7)=-54.150407914623855; dx=-0.004718411232343443 evalInputDelta=0.0
WOLFE (weak): th(7.425541087171905E-7)=-54.150407914623855; dx=-0.0047860667156032965 evalInputDelta=0.0
WOLFE (weak): th(7.425825119089048E-7)=-54.150407914623855; dx=-0.0047949968215640305 evalInputDelta=0.0
WOLFE (weak): th(7.425967135047619E-7)=-54.150407914623855; dx=-0.0047817526542728 evalInputDelta=0.0
WOLFE (weak): th(7.426038143026905E-7)=-54.150407914623855; dx=-0.0046634215945100775 evalInputDelta=0.0
mu ~= nu (7.426038143026905E-7): th(0.0)=-54.150407914623855
Fitness changed from -54.150407914623855 to -54.150407914623855
Static Iteration Total: 34.3409; Orientation: 0.0170; Line Search: 31.9875
Iteration 37 failed. Error: -54.150407914623855
Previous Error: 0.0 -> -54.150407914623855
Optimization terminated 37
Final threshold in iteration 37: -54.150407914623855 (> -Infinity) after 363.008s (< 3600.000s)