Reset training subject: 5601192569600
Reset training subject: 5605994234100
Adding measurement 7440edf6 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=9.650276104453951;dx=-9.102365955312435E-5
New Minimum: 9.650276104453951 > 9.650158492848277
WOLFE (weak): th(2.154434690031884)=9.650158492848277; dx=-9.1000451138051E-5 evalInputDelta=1.176116056740284E-4
New Minimum: 9.650158492848277 > 9.650040517095476
WOLFE (weak): th(4.308869380063768)=9.650040517095476; dx=-9.100449080211065E-5 evalInputDelta=2.3558735847473145E-4
New Minimum: 9.650040517095476 > 9.649569058325142
WOLFE (weak): th(12.926608140191302)=9.649569058325142; dx=-9.103447589989287E-5 evalInputDelta=7.070461288094521E-4
New Minimum: 9.649569058325142 > 9.647448101080954
WOLFE (weak): th(51.70643256076521)=9.647448101080954; dx=-9.097784317671338E-5 evalInputDelta=0.0028280033729970455
New Minimum: 9.647448101080954 > 9.636183759663254
WOLFE (weak): th(258.53216280382605)=9.636183759663254; dx=-9.030165290872616E-5 evalInputDelta=0.014092344790697098
New Minimum: 9.636183759663254 > 9.567489380482584
WOLFE (weak): th(1551.1929768229563)=9.567489380482584; dx=-8.635498860087642E-5 evalInputDelta=0.08278672397136688
New Minimum: 9.567489380482584 > 9.271660685073584
END: th(10858.350837760694)=9.271660685073584; dx=-2.7350440326075854E-5 evalInputDelta=0.3786154193803668
Fitness changed from 9.650276104453951 to 9.271660685073584
Iteration 1 complete. Error: 9.271660685073584 Total: 51.0682; Orientation: 0.0052; Line Search: 36.9955
Adding measurement 537308d2 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=9.271660685073584;dx=-3.0633484964157675E-5
New Minimum: 9.271660685073584 > 8.998758729547262
END: th(23393.607721408407)=8.998758729547262; dx=-1.4412966358867485E-5 evalInputDelta=0.2729019555263221
Fitness changed from 9.271660685073584 to 8.998758729547262
Iteration 2 complete. Error: 8.998758729547262 Total: 14.0120; Orientation: 0.0014; Line Search: 9.3270
Adding measurement 729d5b27 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=8.998758729547262;dx=-4.305475615660815E-5
New Minimum: 8.998758729547262 > 8.580780187621713
END: th(50400.00000000001)=8.580780187621713; dx=-6.225803464750056E-6 evalInputDelta=0.4179785419255495
Fitness changed from 8.998758729547262 to 8.580780187621713
Iteration 3 complete. Error: 8.580780187621713 Total: 14.6588; Orientation: 0.0015; Line Search: 9.1842
Adding measurement 6f0713a7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.035e+03, gradient 1.078e-02, dot -0.409; [61e0383f-52d6-40a0-8584-da496732465a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 8.580780187621713, 8.998758729547262, 9.271660685073584, 9.650276104453951
LBFGS Accumulation History: 3 points
Removed measurement 6f0713a7 to history. Total: 3
th(0)=8.580780187621713;dx=-1.1627243326417538E-4
Armijo: th(108583.50837760697)=9.016180666163564; dx=2.8298201163660646E-5 evalInputDelta=-0.43540047854185104
New Minimum: 8.580780187621713 > 8.336121493950486
WOLF (strong): th(54291.75418880348)=8.336121493950486; dx=1.4632669089043732E-5 evalInputDelta=0.2446586936712265
New Minimum: 8.336121493950486 > 8.118603982031345
END: th(18097.251396267828)=8.118603982031345; dx=-2.6883463547313735E-6 evalInputDelta=0.4621762055903673
Fitness changed from 8.580780187621713 to 8.118603982031345
Iteration 4 complete. Error: 8.118603982031345 Total: 23.2373; Orientation: 0.0228; Line Search: 18.5729
Adding measurement a2d5430 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.506e+03, gradient 7.611e-03, dot -0.380; [61e0383f-52d6-40a0-8584-da496732465a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 8.118603982031345, 8.998758729547262, 9.271660685073584, 9.650276104453951
LBFGS Accumulation History: 3 points
Removed measurement a2d5430 to history. Total: 3
th(0)=8.118603982031345;dx=-5.793332168541616E-5
New Minimum: 8.118603982031345 > 7.954524744302034
WOLF (strong): th(38989.346202347355)=7.954524744302034; dx=1.250425610043856E-5 evalInputDelta=0.164079237729311
New Minimum: 7.954524744302034 > 7.797132179141045
END: th(19494.673101173677)=7.797132179141045; dx=-5.863911613229041E-6 evalInputDelta=0.32147180289030075
Fitness changed from 8.118603982031345 to 7.797132179141045
Iteration 5 complete. Error: 7.797132179141045 Total: 18.4980; Orientation: 0.0226; Line Search: 13.8728
Adding measurement 5b0112f8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.607e+03, gradient 7.074e-03, dot -0.467; [61e0383f-52d6-40a0-8584-da496732465a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.797132179141045, 8.998758729547262, 9.271660685073584, 9.650276104453951
LBFGS Accumulation History: 3 points
Removed measurement 5b0112f8 to history. Total: 3
th(0)=7.797132179141045;dx=-5.003559875830194E-5
New Minimum: 7.797132179141045 > 7.724415158852935
WOLF (strong): th(42000.000000000015)=7.724415158852935; dx=1.1696947507707725E-5 evalInputDelta=0.07271702028810978
New Minimum: 7.724415158852935 > 7.594876924529672
WOLF (strong): th(21000.000000000007)=7.594876924529672; dx=1.2587029397013847E-6 evalInputDelta=0.20225525461137295
END: th(7000.000000000003)=7.657792443409562; dx=-2.6602201360103376E-5 evalInputDelta=0.1393397357314825
Fitness changed from 7.797132179141045 to 7.594876924529672
Iteration 6 complete. Error: 7.594876924529672 Total: 23.3087; Orientation: 0.0227; Line Search: 18.5316
Adding measurement 1cd58c69 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.811e+03, gradient 6.366e-03, dot -0.383; [61e0383f-52d6-40a0-8584-da496732465a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.594876924529672, 8.998758729547262, 9.271660685073584, 9.650276104453951
LBFGS Accumulation History: 3 points
Removed measurement 1cd58c69 to history. Total: 3
th(0)=7.594876924529672;dx=-4.052046070830417E-5
New Minimum: 7.594876924529672 > 7.4102036487311125
END: th(15081.042830223192)=7.4102036487311125; dx=-6.909881244852701E-6 evalInputDelta=0.1846732757985592
Fitness changed from 7.594876924529672 to 7.4102036487311125
Iteration 7 complete. Error: 7.4102036487311125 Total: 14.8386; Orientation: 0.0227; Line Search: 10.1487
Adding measurement 6a3bbca4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.765e+03, gradient 4.250e-03, dot -0.569; [61e0383f-52d6-40a0-8584-da496732465a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.4102036487311125, 8.998758729547262, 9.271660685073584, 9.650276104453951
LBFGS Accumulation History: 3 points
Removed measurement 6a3bbca4 to history. Total: 3
th(0)=7.4102036487311125;dx=-1.8061033594406556E-5
New Minimum: 7.4102036487311125 > 7.227384433150291
END: th(32491.12183528947)=7.227384433150291; dx=-6.290519889328374E-6 evalInputDelta=0.18281921558082104
Fitness changed from 7.4102036487311125 to 7.227384433150291
Iteration 8 complete. Error: 7.227384433150291 Total: 13.9831; Orientation: 0.0229; Line Search: 9.2862
Adding measurement 58dc1a34 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.627e+03, gradient 4.389e-03, dot -0.469; [61e0383f-52d6-40a0-8584-da496732465a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.227384433150291, 8.998758729547262, 9.271660685073584, 9.650276104453951
LBFGS Accumulation History: 3 points
Removed measurement 58dc1a34 to history. Total: 3
th(0)=7.227384433150291;dx=-1.9260916547895917E-5
Armijo: th(70000.00000000004)=7.514108452945948; dx=1.9131615751608732E-5 evalInputDelta=-0.2867240197956562
New Minimum: 7.227384433150291 > 7.157443679869175
WOLF (strong): th(35000.00000000002)=7.157443679869175; dx=5.779883283441164E-6 evalInputDelta=0.06994075328111649
New Minimum: 7.157443679869175 > 7.140286713838577
END: th(11666.666666666673)=7.140286713838577; dx=-1.0332648904869647E-5 evalInputDelta=0.08709771931171417
Fitness changed from 7.227384433150291 to 7.140286713838577
Iteration 9 complete. Error: 7.140286713838577 Total: 23.3311; Orientation: 0.0223; Line Search: 18.6266
Adding measurement 37797c18 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.604e+03, gradient 3.193e-03, dot -0.635; [61e0383f-52d6-40a0-8584-da496732465a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.140286713838577, 8.998758729547262, 9.271660685073584, 9.650276104453951
LBFGS Accumulation History: 3 points
Removed measurement 37797c18 to history. Total: 3
th(0)=7.140286713838577;dx=-1.0194736268894573E-5
New Minimum: 7.140286713838577 > 7.0242800042033195
END: th(25135.071383705326)=7.0242800042033195; dx=-9.03736900478569E-6 evalInputDelta=0.11600670963525772
Fitness changed from 7.140286713838577 to 7.0242800042033195
Iteration 10 complete. Error: 7.0242800042033195 Total: 14.0857; Orientation: 0.0225; Line Search: 9.2503
Adding measurement 67f641cf to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.609e+03, gradient 3.007e-03, dot -0.647; [61e0383f-52d6-40a0-8584-da496732465a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.0242800042033195, 8.998758729547262, 9.271660685073584, 9.650276104453951
LBFGS Accumulation History: 3 points
Removed measurement 67f641cf to history. Total: 3
th(0)=7.0242800042033195;dx=-9.042212035777863E-6
New Minimum: 7.0242800042033195 > 6.810954287648201
END: th(54151.86972548246)=6.810954287648201; dx=-7.004614130195576E-6 evalInputDelta=0.21332571655511856
Fitness changed from 7.0242800042033195 to 6.810954287648201
Iteration 11 complete. Error: 6.810954287648201 Total: 13.8698; Orientation: 0.0228; Line Search: 9.2224
Adding measurement 44364c32 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.533e+03, gradient 2.774e-03, dot -0.628; [61e0383f-52d6-40a0-8584-da496732465a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.810954287648201, 8.998758729547262, 9.271660685073584, 9.650276104453951
LBFGS Accumulation History: 3 points
Removed measurement 44364c32 to history. Total: 3
th(0)=6.810954287648201;dx=-7.696209173399812E-6
New Minimum: 6.810954287648201 > 6.551790794357657
END: th(116666.66666666676)=6.551790794357657; dx=-3.1728287507156952E-6 evalInputDelta=0.25916349329054356
Fitness changed from 6.810954287648201 to 6.551790794357657
Iteration 12 complete. Error: 6.551790794357657 Total: 14.9443; Orientation: 0.0234; Line Search: 10.2576
Adding measurement 175d14b5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.539e+03, gradient 4.071e-03, dot -0.397; [61e0383f-52d6-40a0-8584-da496732465a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.551790794357657, 8.998758729547262, 9.271660685073584, 9.650276104453951
LBFGS Accumulation History: 3 points
Removed measurement 175d14b5 to history. Total: 3
th(0)=6.551790794357657;dx=-1.6571978916036808E-5
Armijo: th(251350.7138370533)=7.8215533792972565; dx=1.1406571218966281E-5 evalInputDelta=-1.269762584939599
Armijo: th(125675.35691852665)=6.9544970244169235; dx=1.2816076215186886E-5 evalInputDelta=-0.4027062300592661
New Minimum: 6.551790794357657 > 6.431767202913761
WOLF (strong): th(41891.78563950888)=6.431767202913761; dx=4.359214993102951E-6 evalInputDelta=0.1200235914438963
END: th(10472.94640987722)=6.468537785112858; dx=-9.300993999803888E-6 evalInputDelta=0.08325300924479961
Fitness changed from 6.551790794357657 to 6.431767202913761
Iteration 13 complete. Error: 6.431767202913761 Total: 28.0039; Orientation: 0.0227; Line Search: 23.3161
Adding measurement 1a673496 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.148e+03, gradient 3.664e-03, dot -0.350; [61e0383f-52d6-40a0-8584-da496732465a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.431767202913761, 8.998758729547262, 9.271660685073584, 9.650276104453951
LBFGS Accumulation History: 3 points
Removed measurement 1a673496 to history. Total: 3
th(0)=6.431767202913761;dx=-1.3427213474494887E-5
New Minimum: 6.431767202913761 > 6.3318093828856945
END: th(22563.27905228436)=6.3318093828856945; dx=-4.692018792366972E-6 evalInputDelta=0.09995782002806664
Fitness changed from 6.431767202913761 to 6.3318093828856945
Iteration 14 complete. Error: 6.3318093828856945 Total: 13.8779; Orientation: 0.0228; Line Search: 9.2246
Adding measurement 292308a6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.266e+03, gradient 2.112e-03, dot -0.602; [61e0383f-52d6-40a0-8584-da496732465a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.3318093828856945, 8.998758729547262, 9.271660685073584, 9.650276104453951
LBFGS Accumulation History: 3 points
Removed measurement 292308a6 to history. Total: 3
th(0)=6.3318093828856945;dx=-4.460540771103616E-6
New Minimum: 6.3318093828856945 > 6.2438811510801315
END: th(48611.11111111115)=6.2438811510801315; dx=-3.3110848354938254E-6 evalInputDelta=0.08792823180556297
Fitness changed from 6.3318093828856945 to 6.2438811510801315
Iteration 15 complete. Error: 6.2438811510801315 Total: 13.9377; Orientation: 0.0226; Line Search: 9.3247
Adding measurement 38d19532 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.292e+03, gradient 2.013e-03, dot -0.616; [61e0383f-52d6-40a0-8584-da496732465a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.2438811510801315, 8.998758729547262, 9.271660685073584, 9.650276104453951
LBFGS Accumulation History: 3 points
Removed measurement 38d19532 to history. Total: 3
th(0)=6.2438811510801315;dx=-4.0537534656094285E-6
New Minimum: 6.2438811510801315 > 6.090919986367226
END: th(104729.46409877222)=6.090919986367226; dx=-1.9964381350477244E-6 evalInputDelta=0.15296116471290588
Fitness changed from 6.2438811510801315 to 6.090919986367226
Iteration 16 complete. Error: 6.090919986367226 Total: 13.8384; Orientation: 0.0228; Line Search: 9.1527
Adding measurement 34efd052 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.179e+03, gradient 2.445e-03, dot -0.452; [61e0383f-52d6-40a0-8584-da496732465a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.090919986367226, 8.998758729547262, 9.271660685073584, 9.650276104453951
LBFGS Accumulation History: 3 points
Removed measurement 34efd052 to history. Total: 3
th(0)=6.090919986367226;dx=-5.977862190323078E-6
Armijo: th(225632.79052284363)=6.476845443248749; dx=6.508369586672789E-6 evalInputDelta=-0.38592545688152313
Armijo: th(112816.39526142181)=6.09181029163301; dx=3.8133274233321644E-6 evalInputDelta=-8.903052657842636E-4
New Minimum: 6.090919986367226 > 6.0196988098323345
END: th(37605.465087140605)=6.0196988098323345; dx=-1.892181008367848E-6 evalInputDelta=0.07122117653489113
Fitness changed from 6.090919986367226 to 6.0196988098323345
Iteration 17 complete. Error: 6.0196988098323345 Total: 23.9703; Orientation: 0.0224; Line Search: 19.3640
Adding measurement 633902c5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.213e+03, gradient 1.835e-03, dot -0.586; [61e0383f-52d6-40a0-8584-da496732465a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.0196988098323345, 8.998758729547262, 9.271660685073584, 9.650276104453951
LBFGS Accumulation History: 3 points
Removed measurement 633902c5 to history. Total: 3
th(0)=6.0196988098323345;dx=-3.367247939034755E-6
New Minimum: 6.0196988098323345 > 5.927121076732874
END: th(81018.5185185186)=5.927121076732874; dx=-1.426653059471391E-6 evalInputDelta=0.0925777330994606
Fitness changed from 6.0196988098323345 to 5.927121076732874
Iteration 18 complete. Error: 5.927121076732874 Total: 13.8166; Orientation: 0.0228; Line Search: 9.1919
Adding measurement 338d1ae to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.206e+03, gradient 2.257e-03, dot -0.461; [61e0383f-52d6-40a0-8584-da496732465a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.927121076732874, 8.998758729547262, 9.271660685073584, 9.650276104453951
LBFGS Accumulation History: 3 points
Removed measurement 338d1ae to history. Total: 3
th(0)=5.927121076732874;dx=-5.092641673115619E-6
Armijo: th(174549.10683128706)=6.123039932921529; dx=6.073124784338642E-6 evalInputDelta=-0.1959188561886549
New Minimum: 5.927121076732874 > 5.887746188789606
WOLF (strong): th(87274.55341564353)=5.887746188789606; dx=2.366510376267084E-6 evalInputDelta=0.03937488794326782
New Minimum: 5.887746188789606 > 5.873503714799881
END: th(29091.51780521451)=5.873503714799881; dx=-2.2233739198870206E-6 evalInputDelta=0.053617361932992935
Fitness changed from 5.927121076732874 to 5.873503714799881
Iteration 19 complete. Error: 5.873503714799881 Total: 23.3614; Orientation: 0.0238; Line Search: 18.6971
Adding measurement 3b658fe0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.203e+03, gradient 1.599e-03, dot -0.625; [61e0383f-52d6-40a0-8584-da496732465a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.873503714799881, 8.998758729547262, 9.271660685073584, 9.650276104453951
LBFGS Accumulation History: 3 points
Removed measurement 3b658fe0 to history. Total: 3
th(0)=5.873503714799881;dx=-2.5571814416470016E-6
New Minimum: 5.873503714799881 > 5.801944954320788
END: th(62675.77514523435)=5.801944954320788; dx=-2.1383545348271143E-6 evalInputDelta=0.0715587604790926
Fitness changed from 5.873503714799881 to 5.801944954320788
Iteration 20 complete. Error: 5.801944954320788 Total: 14.0736; Orientation: 0.0228; Line Search: 9.3647
Final threshold in iteration 21: 5.801944954320788 (> -Infinity) after 384.715s (< 5400.000s)
