Reset training subject: 461396765863800
Reset training subject: 461437734748700
Adding measurement 5b77ffa2 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=2.827124450355768;dx=-3.5710843517177915E-6
New Minimum: 2.827124450355768 > 2.8271200824528933
WOLFE (weak): th(2.154434690031884)=2.8271200824528933; dx=-3.5614253912017325E-6 evalInputDelta=4.367902874946594E-6
New Minimum: 2.8271200824528933 > 2.8271155077964067
WOLFE (weak): th(4.308869380063768)=2.8271155077964067; dx=-3.5614328198390218E-6 evalInputDelta=8.942559361457825E-6
New Minimum: 2.8271155077964067 > 2.8270976692438126
WOLFE (weak): th(12.926608140191302)=2.8270976692438126; dx=-3.5614415952216547E-6 evalInputDelta=2.67811119556427E-5
New Minimum: 2.8270976692438126 > 2.827016545459628
WOLFE (weak): th(51.70643256076521)=2.827016545459628; dx=-3.5615945812341886E-6 evalInputDelta=1.0790489614009857E-4
New Minimum: 2.827016545459628 > 2.8265847228467464
WOLFE (weak): th(258.53216280382605)=2.8265847228467464; dx=-3.5611834445998607E-6 evalInputDelta=5.39727509021759E-4
New Minimum: 2.8265847228467464 > 2.82388724014163
WOLFE (weak): th(1551.1929768229563)=2.82388724014163; dx=-3.5584854505945534E-6 evalInputDelta=0.003237210214138031
New Minimum: 2.82388724014163 > 2.804521109908819
WOLFE (weak): th(10858.350837760694)=2.804521109908819; dx=-3.538625415572491E-6 evalInputDelta=0.022603340446949005
New Minimum: 2.804521109908819 > 2.650515517219901
WOLFE (weak): th(86866.80670208555)=2.650515517219901; dx=-3.3754875034881034E-6 evalInputDelta=0.17660893313586712
New Minimum: 2.650515517219901 > 1.8196046818047762
END: th(781801.26031877)=1.8196046818047762; dx=-9.19898488650299E-7 evalInputDelta=1.007519768550992
Fitness changed from 2.827124450355768 to 1.8196046818047762
Iteration 1 complete. Error: 1.8196046818047762 Total: 525.5644; Orientation: 0.0205; Line Search: 403.9458
Adding measurement 81e66f1 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=1.8196046818047762;dx=-2.308880681060057E-6
New Minimum: 1.8196046818047762 > 1.259523544460535
END: th(1684339.7559414052)=1.259523544460535; dx=-1.752037501733123E-8 evalInputDelta=0.5600811373442411
Fitness changed from 1.8196046818047762 to 1.259523544460535
Iteration 2 complete. Error: 1.259523544460535 Total: 121.1994; Orientation: 0.0259; Line Search: 80.6911
Adding measurement 3de25a80 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=1.259523544460535;dx=-2.025351578837422E-6
Armijo: th(3628800.0)=1.3851973600685596; dx=5.43637900379745E-7 evalInputDelta=-0.1256738156080246
New Minimum: 1.259523544460535 > 0.7128194402903318
WOLF (strong): th(1814400.0)=0.7128194402903318; dx=3.5882244702421806E-7 evalInputDelta=0.5467041041702032
END: th(604800.0)=0.7322879265993834; dx=-8.707860548570331E-7 evalInputDelta=0.5272356178611517
Fitness changed from 1.259523544460535 to 0.7128194402903318
Iteration 3 complete. Error: 0.7128194402903318 Total: 202.2055; Orientation: 0.0202; Line Search: 161.6799
Adding measurement 648b1caa to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.634e+03, gradient 1.337e-03, dot -0.474; [0a186108-9598-4e23-82d9-6948363c759f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.7128194402903318, 1.259523544460535, 1.8196046818047762, 2.827124450355768
LBFGS Accumulation History: 3 points
Removed measurement 648b1caa to history. Total: 3
th(0)=0.7128194402903318;dx=-1.7885535002834793E-6
New Minimum: 0.7128194402903318 > 0.12538974918425083
WOLF (strong): th(1303002.1005312833)=0.12538974918425083; dx=3.876074691825739E-8 evalInputDelta=0.587429691106081
END: th(651501.0502656417)=0.2239353209733963; dx=-7.129976558048796E-7 evalInputDelta=0.48888411931693554
Fitness changed from 0.7128194402903318 to 0.12538974918425083
Iteration 4 complete. Error: 0.12538974918425083 Total: 162.2341; Orientation: 0.3363; Line Search: 121.2238
Adding measurement 1f675ad6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.504e+03, gradient 9.022e-04, dot -0.497; [0a186108-9598-4e23-82d9-6948363c759f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.12538974918425083, 1.259523544460535, 1.8196046818047762, 2.827124450355768
LBFGS Accumulation History: 3 points
Removed measurement 1f675ad6 to history. Total: 3
th(0)=0.12538974918425083;dx=-8.131986129133036E-7
New Minimum: 0.12538974918425083 > -0.1912901382893324
END: th(1403616.4632845044)=-0.1912901382893324; dx=-4.248794722560059E-8 evalInputDelta=0.3166798874735832
Fitness changed from 0.12538974918425083 to -0.1912901382893324
Iteration 5 complete. Error: -0.1912901382893324 Total: 121.1175; Orientation: 0.3288; Line Search: 80.5134
Adding measurement 3ad795d6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.820e+03, gradient 7.093e-04, dot -0.548; [0a186108-9598-4e23-82d9-6948363c759f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.1912901382893324, 1.259523544460535, 1.8196046818047762, 2.827124450355768
LBFGS Accumulation History: 3 points
Removed measurement 3ad795d6 to history. Total: 3
th(0)=-0.1912901382893324;dx=-5.011652116306665E-7
New Minimum: -0.1912901382893324 > -0.21598337218165398
WOLF (strong): th(3024000.0)=-0.21598337218165398; dx=2.2102887494800555E-7 evalInputDelta=0.024693233892321587
New Minimum: -0.21598337218165398 > -0.38451184518635273
WOLF (strong): th(1512000.0)=-0.38451184518635273; dx=1.8389305707199783E-8 evalInputDelta=0.19322170689702034
END: th(504000.0)=-0.3122680466622114; dx=-3.189056924452736E-7 evalInputDelta=0.12097790837287903
Fitness changed from -0.1912901382893324 to -0.38451184518635273
Iteration 6 complete. Error: -0.38451184518635273 Total: 201.7651; Orientation: 0.3343; Line Search: 160.4550
Adding measurement 2a1bcfc9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.083e+03, gradient 6.699e-04, dot -0.534; [0a186108-9598-4e23-82d9-6948363c759f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.38451184518635273, 1.259523544460535, 1.8196046818047762, 2.827124450355768
LBFGS Accumulation History: 3 points
Removed measurement 2a1bcfc9 to history. Total: 3
th(0)=-0.38451184518635273;dx=-4.4883175303272897E-7
New Minimum: -0.38451184518635273 > -0.5302832238376141
END: th(1085835.0837760693)=-0.5302832238376141; dx=-3.165689060034531E-8 evalInputDelta=0.14577137865126133
Fitness changed from -0.38451184518635273 to -0.5302832238376141
Iteration 7 complete. Error: -0.5302832238376141 Total: 122.0431; Orientation: 0.3231; Line Search: 80.8054
Adding measurement a0dbc38 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.909e+03, gradient 5.028e-04, dot -0.613; [0a186108-9598-4e23-82d9-6948363c759f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5302832238376141, 1.259523544460535, 1.8196046818047762, 2.827124450355768
LBFGS Accumulation History: 3 points
Removed measurement a0dbc38 to history. Total: 3
th(0)=-0.5302832238376141;dx=-2.523473588635904E-7
New Minimum: -0.5302832238376141 > -0.610731890425086
WOLF (strong): th(2339360.7721408405)=-0.610731890425086; dx=7.266224297545015E-8 evalInputDelta=0.08044866658747196
New Minimum: -0.610731890425086 > -0.6332114413380623
END: th(1169680.3860704203)=-0.6332114413380623; dx=-6.537676234408825E-8 evalInputDelta=0.10292821750044823
Fitness changed from -0.5302832238376141 to -0.6332114413380623
Iteration 8 complete. Error: -0.6332114413380623 Total: 161.9511; Orientation: 0.3700; Line Search: 121.6542
Adding measurement 24c58ab6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.013e+03, gradient 4.598e-04, dot -0.628; [0a186108-9598-4e23-82d9-6948363c759f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6332114413380623, 1.259523544460535, 1.8196046818047762, 2.827124450355768
LBFGS Accumulation History: 3 points
Removed measurement 24c58ab6 to history. Total: 3
th(0)=-0.6332114413380623;dx=-2.1144986244387876E-7
New Minimum: -0.6332114413380623 > -0.6909266486763954
WOLF (strong): th(2520000.0)=-0.6909266486763954; dx=4.0178462662864776E-8 evalInputDelta=0.05771520733833313
New Minimum: -0.6909266486763954 > -0.7130760736763477
END: th(1260000.0)=-0.7130760736763477; dx=-3.532122816382703E-8 evalInputDelta=0.07986463233828545
Fitness changed from -0.6332114413380623 to -0.7130760736763477
Iteration 9 complete. Error: -0.7130760736763477 Total: 162.2438; Orientation: 0.3142; Line Search: 121.3512
Adding measurement 61903c38 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.885e+03, gradient 4.654e-04, dot -0.582; [0a186108-9598-4e23-82d9-6948363c759f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7130760736763477, 1.259523544460535, 1.8196046818047762, 2.827124450355768
LBFGS Accumulation History: 3 points
Removed measurement 61903c38 to history. Total: 3
th(0)=-0.7130760736763477;dx=-2.1599435428591468E-7
New Minimum: -0.7130760736763477 > -0.7160478606820107
WOLF (strong): th(2714587.7094401736)=-0.7160478606820107; dx=8.101647062596374E-8 evalInputDelta=0.002971787005662918
New Minimum: -0.7160478606820107 > -0.7819209434092045
WOLF (strong): th(1357293.8547200868)=-0.7819209434092045; dx=1.4373829094852192E-8 evalInputDelta=0.06884486973285675
END: th(452431.2849066956)=-0.7594880070537329; dx=-1.3691250474456288E-7 evalInputDelta=0.04641193337738514
Fitness changed from -0.7130760736763477 to -0.7819209434092045
Iteration 10 complete. Error: -0.7819209434092045 Total: 203.3132; Orientation: 0.3225; Line Search: 162.3930
Adding measurement 68ab2a85 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.938e+03, gradient 4.974e-04, dot -0.529; [0a186108-9598-4e23-82d9-6948363c759f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7819209434092045, 1.259523544460535, 1.8196046818047762, 2.827124450355768
LBFGS Accumulation History: 3 points
Removed measurement 68ab2a85 to history. Total: 3
th(0)=-0.7819209434092045;dx=-2.469392408565756E-7
New Minimum: -0.7819209434092045 > -0.8516880534589291
END: th(974733.6550586836)=-0.8516880534589291; dx=-8.673411361825601E-9 evalInputDelta=0.06976711004972458
Fitness changed from -0.7819209434092045 to -0.8516880534589291
Iteration 11 complete. Error: -0.8516880534589291 Total: 122.3527; Orientation: 0.3158; Line Search: 81.0140
Adding measurement 421e608 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.731e+03, gradient 3.780e-04, dot -0.612; [0a186108-9598-4e23-82d9-6948363c759f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8516880534589291, 1.259523544460535, 1.8196046818047762, 2.827124450355768
LBFGS Accumulation History: 3 points
Removed measurement 421e608 to history. Total: 3
th(0)=-0.8516880534589291;dx=-1.4283570298013036E-7
New Minimum: -0.8516880534589291 > -0.8964359126985073
WOLF (strong): th(2100000.0)=-0.8964359126985073; dx=3.5329312508247156E-8 evalInputDelta=0.04474785923957825
New Minimum: -0.8964359126985073 > -0.9048511199653149
END: th(1050000.0)=-0.9048511199653149; dx=-4.231494499120747E-8 evalInputDelta=0.0531630665063858
Fitness changed from -0.8516880534589291 to -0.9048511199653149
Iteration 12 complete. Error: -0.9048511199653149 Total: 161.1964; Orientation: 0.3200; Line Search: 120.2826
Adding measurement 5ce1d662 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.745e+03, gradient 3.444e-04, dot -0.635; [0a186108-9598-4e23-82d9-6948363c759f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.9048511199653149, 1.259523544460535, 1.8196046818047762, 2.827124450355768
LBFGS Accumulation History: 3 points
Removed measurement 5ce1d662 to history. Total: 3
th(0)=-0.9048511199653149;dx=-1.1855447501204877E-7
New Minimum: -0.9048511199653149 > -0.9507098123431206
WOLF (strong): th(2262156.424533478)=-0.9507098123431206; dx=5.474142827966695E-9 evalInputDelta=0.04585869237780571
END: th(1131078.212266739)=-0.9506208337843418; dx=-3.660150241243847E-8 evalInputDelta=0.04576971381902695
Fitness changed from -0.9048511199653149 to -0.9507098123431206
Iteration 13 complete. Error: -0.9507098123431206 Total: 162.5198; Orientation: 0.3243; Line Search: 121.3145
Adding measurement 1a4f8252 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.727e+03, gradient 5.112e-04, dot -0.447; [0a186108-9598-4e23-82d9-6948363c759f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.9507098123431206, 1.259523544460535, 1.8196046818047762, 2.827124450355768
LBFGS Accumulation History: 3 points
Removed measurement 1a4f8252 to history. Total: 3
th(0)=-0.9507098123431206;dx=-2.613297605823994E-7
Armijo: th(2436834.137646709)=-0.882667064666748; dx=1.8983620662180073E-7 evalInputDelta=-0.06804274767637253
New Minimum: -0.9507098123431206 > -1.0159472115337849
WOLF (strong): th(1218417.0688233546)=-1.0159472115337849; dx=6.201383135471229E-8 evalInputDelta=0.06523739919066429
END: th(406139.02294111816)=-1.0007702708244324; dx=-1.478624127290611E-7 evalInputDelta=0.0500604584813118
Fitness changed from -0.9507098123431206 to -1.0159472115337849
Iteration 14 complete. Error: -1.0159472115337849 Total: 203.2968; Orientation: 0.3185; Line Search: 161.7833
Adding measurement 1b749ab1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.590e+03, gradient 4.194e-04, dot -0.481; [0a186108-9598-4e23-82d9-6948363c759f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0159472115337849, 1.259523544460535, 1.8196046818047762, 2.827124450355768
LBFGS Accumulation History: 3 points
Removed measurement 1b749ab1 to history. Total: 3
th(0)=-1.0159472115337849;dx=-1.7588531011674624E-7
New Minimum: -1.0159472115337849 > -1.0662622228264809
END: th(875000.0000000001)=-1.0662622228264809; dx=-3.337587153088371E-8 evalInputDelta=0.050315011292696
Fitness changed from -1.0159472115337849 to -1.0662622228264809
Iteration 15 complete. Error: -1.0662622228264809 Total: 122.7534; Orientation: 0.3157; Line Search: 81.6668
Adding measurement 370ab731 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.440e+03, gradient 2.739e-04, dot -0.637; [0a186108-9598-4e23-82d9-6948363c759f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0662622228264809, 1.259523544460535, 1.8196046818047762, 2.827124450355768
LBFGS Accumulation History: 3 points
Removed measurement 370ab731 to history. Total: 3
th(0)=-1.0662622228264809;dx=-7.499616665278558E-8
New Minimum: -1.0662622228264809 > -1.1142401657998562
END: th(1885130.3537778985)=-1.1142401657998562; dx=-2.235880589936555E-8 evalInputDelta=0.04797794297337532
Fitness changed from -1.0662622228264809 to -1.1142401657998562
Iteration 16 complete. Error: -1.1142401657998562 Total: 122.2067; Orientation: 0.3146; Line Search: 81.0881
Adding measurement 38322a91 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.591e+03, gradient 3.420e-04, dot -0.521; [0a186108-9598-4e23-82d9-6948363c759f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1142401657998562, 1.259523544460535, 1.8196046818047762, 2.827124450355768
LBFGS Accumulation History: 3 points
Removed measurement 38322a91 to history. Total: 3
th(0)=-1.1142401657998562;dx=-1.1696728228791672E-7
Armijo: th(4061390.229411182)=-1.0392613485455513; dx=5.931903997545788E-8 evalInputDelta=-0.07497881725430489
New Minimum: -1.1142401657998562 > -1.1233605816960335
WOLF (strong): th(2030695.114705591)=-1.1233605816960335; dx=4.074735550918914E-8 evalInputDelta=0.009120415896177292
New Minimum: -1.1233605816960335 > -1.1423511914908886
END: th(676898.3715685303)=-1.1423511914908886; dx=-3.3735339717403134E-8 evalInputDelta=0.02811102569103241
Fitness changed from -1.1142401657998562 to -1.1423511914908886
Iteration 17 complete. Error: -1.1423511914908886 Total: 201.6939; Orientation: 0.3148; Line Search: 160.7598
Adding measurement 5df89e09 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.440e+03, gradient 2.374e-04, dot -0.671; [0a186108-9598-4e23-82d9-6948363c759f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1423511914908886, 1.259523544460535, 1.8196046818047762, 2.827124450355768
LBFGS Accumulation History: 3 points
Removed measurement 5df89e09 to history. Total: 3
th(0)=-1.1423511914908886;dx=-5.628944226996419E-8
New Minimum: -1.1423511914908886 > -1.1759304516017437
END: th(1458333.3333333335)=-1.1759304516017437; dx=-3.3288883635016663E-8 evalInputDelta=0.0335792601108551
Fitness changed from -1.1423511914908886 to -1.1759304516017437
Iteration 18 complete. Error: -1.1759304516017437 Total: 121.6330; Orientation: 0.3178; Line Search: 80.7705
Adding measurement 7e939db to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.466e+03, gradient 2.615e-04, dot -0.601; [0a186108-9598-4e23-82d9-6948363c759f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1759304516017437, 1.259523544460535, 1.8196046818047762, 2.827124450355768
LBFGS Accumulation History: 3 points
Removed measurement 7e939db to history. Total: 3
th(0)=-1.1759304516017437;dx=-6.838200654042217E-8
New Minimum: -1.1759304516017437 > -1.1927311718463898
WOLF (strong): th(3141883.9229631643)=-1.1927311718463898; dx=7.362717968304375E-9 evalInputDelta=0.016800720244646072
New Minimum: -1.1927311718463898 > -1.2018966898322105
END: th(1570941.9614815821)=-1.2018966898322105; dx=-8.956187355747339E-9 evalInputDelta=0.025966238230466843
Fitness changed from -1.1759304516017437 to -1.2018966898322105
Iteration 19 complete. Error: -1.2018966898322105 Total: 162.6175; Orientation: 0.3166; Line Search: 121.5307
Adding measurement 4692724c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.439e+03, gradient 3.105e-04, dot -0.506; [0a186108-9598-4e23-82d9-6948363c759f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.2018966898322105, 1.259523544460535, 1.8196046818047762, 2.827124450355768
LBFGS Accumulation History: 3 points
Removed measurement 4692724c to history. Total: 3
th(0)=-1.2018966898322105;dx=-9.564038545565544E-8
Armijo: th(3384491.857842652)=-1.1545362584292889; dx=5.674183055859492E-8 evalInputDelta=-0.04736043140292168
New Minimum: -1.2018966898322105 > -1.2210489585995674
WOLF (strong): th(1692245.928921326)=-1.2210489585995674; dx=3.600734184660253E-8 evalInputDelta=0.019152268767356873
New Minimum: -1.2210489585995674 > -1.2256727367639542
END: th(564081.9763071086)=-1.2256727367639542; dx=-4.9280662999087916E-8 evalInputDelta=0.023776046931743622
Fitness changed from -1.2018966898322105 to -1.2256727367639542
Iteration 20 complete. Error: -1.2256727367639542 Total: 203.2142; Orientation: 0.3150; Line Search: 162.4556
Final threshold in iteration 21: -1.2256727367639542 (> -Infinity) after 3567.122s (< 5400.000s)
