Reset training subject: 2260188164916
Reset training subject: 2264987485812
Adding measurement 8c2ffd0 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=1.611797347664833;dx=-5.0562620451417286E-6
New Minimum: 1.611797347664833 > 1.6117865294218063
WOLFE (weak): th(2.154434690031884)=1.6117865294218063; dx=-4.808337322107535E-6 evalInputDelta=1.0818243026733398E-5
New Minimum: 1.6117865294218063 > 1.6117755323648453
WOLFE (weak): th(4.308869380063768)=1.6117755323648453; dx=-4.80002952503543E-6 evalInputDelta=2.181529998779297E-5
New Minimum: 1.6117755323648453 > 1.6117313504219055
WOLFE (weak): th(12.926608140191302)=1.6117313504219055; dx=-4.776122841116712E-6 evalInputDelta=6.599724292755127E-5
New Minimum: 1.6117313504219055 > 1.6115332692861557
WOLFE (weak): th(51.70643256076521)=1.6115332692861557; dx=-4.806674490881969E-6 evalInputDelta=2.6407837867736816E-4
New Minimum: 1.6115332692861557 > 1.610477089881897
WOLFE (weak): th(258.53216280382605)=1.610477089881897; dx=-4.797648024493202E-6 evalInputDelta=0.0013202577829360962
New Minimum: 1.610477089881897 > 1.6038887947797775
WOLFE (weak): th(1551.1929768229563)=1.6038887947797775; dx=-4.784246618401856E-6 evalInputDelta=0.007908552885055542
New Minimum: 1.6038887947797775 > 1.5568587183952332
WOLFE (weak): th(10858.350837760694)=1.5568587183952332; dx=-4.717561605936066E-6 evalInputDelta=0.054938629269599915
New Minimum: 1.5568587183952332 > 1.2087374180555344
END: th(86866.80670208555)=1.2087374180555344; dx=-3.909443403499371E-6 evalInputDelta=0.4030599296092987
Fitness changed from 1.611797347664833 to 1.2087374180555344
Iteration 1 complete. Error: 1.2087374180555344 Total: 56.2970; Orientation: 0.0041; Line Search: 42.1362
Adding measurement 5a01e7e2 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=1.2087374180555344;dx=-3.612834521878622E-6
New Minimum: 1.2087374180555344 > 0.5991727560758591
END: th(187148.86177126726)=0.5991727560758591; dx=-2.458998245591916E-6 evalInputDelta=0.6095646619796753
Fitness changed from 1.2087374180555344 to 0.5991727560758591
Iteration 2 complete. Error: 0.5991727560758591 Total: 14.1682; Orientation: 0.0037; Line Search: 9.4238
Adding measurement 2a3d8ced to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=0.5991727560758591;dx=-2.349165789483892E-6
New Minimum: 0.5991727560758591 > -0.1909697949886322
END: th(403200.00000000006)=-0.1909697949886322; dx=-1.3848826728654046E-6 evalInputDelta=0.7901425510644913
Fitness changed from 0.5991727560758591 to -0.1909697949886322
Iteration 3 complete. Error: -0.1909697949886322 Total: 14.0279; Orientation: 0.0035; Line Search: 9.3381
Adding measurement 354b1e65 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.542e+03, gradient 1.205e-03, dot -0.808; [54f9249a-1e5c-49a1-88e1-0a57db92a106 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.1909697949886322, 0.5991727560758591, 1.2087374180555344, 1.611797347664833
LBFGS Accumulation History: 3 points
Removed measurement 354b1e65 to history. Total: 3
th(0)=-0.1909697949886322;dx=-1.441928644119411E-6
New Minimum: -0.1909697949886322 > -1.0614001378417015
END: th(868668.0670208557)=-1.0614001378417015; dx=-5.852442609570644E-7 evalInputDelta=0.8704303428530693
Fitness changed from -0.1909697949886322 to -1.0614001378417015
Iteration 4 complete. Error: -1.0614001378417015 Total: 14.0863; Orientation: 0.0758; Line Search: 9.3460
Adding measurement 265a295e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.194e+03, gradient 8.921e-04, dot -0.649; [54f9249a-1e5c-49a1-88e1-0a57db92a106 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0614001378417015, 0.5991727560758591, 1.2087374180555344, 1.611797347664833
LBFGS Accumulation History: 3 points
Removed measurement 265a295e to history. Total: 3
th(0)=-1.0614001378417015;dx=-7.889698324076098E-7
New Minimum: -1.0614001378417015 > -1.3614129945635796
WOLF (strong): th(1871488.617712673)=-1.3614129945635796; dx=1.995305333904369E-7 evalInputDelta=0.30001285672187805
New Minimum: -1.3614129945635796 > -1.4367554858326912
END: th(935744.3088563365)=-1.4367554858326912; dx=-1.0038301829196625E-7 evalInputDelta=0.3753553479909897
Fitness changed from -1.0614001378417015 to -1.4367554858326912
Iteration 5 complete. Error: -1.4367554858326912 Total: 19.9802; Orientation: 0.0845; Line Search: 15.2130
Adding measurement 67abaf4e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.165e+02, gradient 1.105e-03, dot -0.400; [54f9249a-1e5c-49a1-88e1-0a57db92a106 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.4367554858326912, 0.5991727560758591, 1.2087374180555344, 1.611797347664833
LBFGS Accumulation History: 3 points
Removed measurement 67abaf4e to history. Total: 3
th(0)=-1.4367554858326912;dx=-1.2071436639174594E-6
Armijo: th(2016000.0000000007)=-0.42589667439460754; dx=5.681753329437154E-7 evalInputDelta=-1.0108588114380836
Armijo: th(1008000.0000000003)=-1.1756327152252197; dx=7.521391439681526E-7 evalInputDelta=-0.26112277060747147
New Minimum: -1.4367554858326912 > -1.5904174819588661
WOLF (strong): th(336000.0000000001)=-1.5904174819588661; dx=1.4132783436227942E-7 evalInputDelta=0.15366199612617493
END: th(84000.00000000003)=-1.5236047357320786; dx=-7.459939108160279E-7 evalInputDelta=0.08684924989938736
Fitness changed from -1.4367554858326912 to -1.5904174819588661
Iteration 6 complete. Error: -1.5904174819588661 Total: 28.0977; Orientation: 0.0804; Line Search: 23.3461
Adding measurement 29ad2005 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.867e+02, gradient 8.013e-04, dot -0.522; [54f9249a-1e5c-49a1-88e1-0a57db92a106 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.5904174819588661, 0.5991727560758591, 1.2087374180555344, 1.611797347664833
LBFGS Accumulation History: 3 points
Removed measurement 29ad2005 to history. Total: 3
th(0)=-1.5904174819588661;dx=-6.346603088438508E-7
New Minimum: -1.5904174819588661 > -1.6861156038939953
END: th(180972.5139626783)=-1.6861156038939953; dx=-3.5389352388346767E-7 evalInputDelta=0.09569812193512917
Fitness changed from -1.5904174819588661 to -1.6861156038939953
Iteration 7 complete. Error: -1.6861156038939953 Total: 14.1000; Orientation: 0.0830; Line Search: 9.3379
Adding measurement 5c65949d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.193e+02, gradient 5.398e-04, dot -0.671; [54f9249a-1e5c-49a1-88e1-0a57db92a106 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.6861156038939953, 0.5991727560758591, 1.2087374180555344, 1.611797347664833
LBFGS Accumulation History: 3 points
Removed measurement 5c65949d to history. Total: 3
th(0)=-1.6861156038939953;dx=-2.908463369012257E-7
New Minimum: -1.6861156038939953 > -1.7901177480816841
END: th(389893.4620234736)=-1.7901177480816841; dx=-2.1701698973887013E-7 evalInputDelta=0.10400214418768883
Fitness changed from -1.6861156038939953 to -1.7901177480816841
Iteration 8 complete. Error: -1.7901177480816841 Total: 14.1805; Orientation: 0.1370; Line Search: 9.3676
Adding measurement 79a131ac to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.460e+02, gradient 4.868e-04, dot -0.664; [54f9249a-1e5c-49a1-88e1-0a57db92a106 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.7901177480816841, 0.5991727560758591, 1.2087374180555344, 1.611797347664833
LBFGS Accumulation History: 3 points
Removed measurement 79a131ac to history. Total: 3
th(0)=-1.7901177480816841;dx=-2.356488632360555E-7
New Minimum: -1.7901177480816841 > -1.9561247155070305
END: th(840000.0000000003)=-1.9561247155070305; dx=-1.4667887395957258E-7 evalInputDelta=0.16600696742534637
Fitness changed from -1.7901177480816841 to -1.9561247155070305
Iteration 9 complete. Error: -1.9561247155070305 Total: 14.2608; Orientation: 0.1789; Line Search: 9.4092
Adding measurement 4b7060f3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.522e+02, gradient 5.106e-04, dot -0.628; [54f9249a-1e5c-49a1-88e1-0a57db92a106 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.9561247155070305, 0.5991727560758591, 1.2087374180555344, 1.611797347664833
LBFGS Accumulation History: 3 points
Removed measurement 4b7060f3 to history. Total: 3
th(0)=-1.9561247155070305;dx=-2.5978147561393834E-7
Armijo: th(1809725.139626783)=-1.7669708356261253; dx=4.048296203198515E-7 evalInputDelta=-0.18915387988090515
New Minimum: -1.9561247155070305 > -2.021643251180649
WOLF (strong): th(904862.5698133915)=-2.021643251180649; dx=1.0722381281038545E-7 evalInputDelta=0.06551853567361832
END: th(301620.8566044638)=-2.017770901322365; dx=-1.3062086200831388E-7 evalInputDelta=0.06164618581533432
Fitness changed from -1.9561247155070305 to -2.021643251180649
Iteration 10 complete. Error: -2.021643251180649 Total: 23.5828; Orientation: 0.0782; Line Search: 18.7800
Adding measurement 69016c0c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.424e+02, gradient 1.011e-03, dot -0.343; [54f9249a-1e5c-49a1-88e1-0a57db92a106 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.021643251180649, 0.5991727560758591, 1.2087374180555344, 1.611797347664833
LBFGS Accumulation History: 3 points
Removed measurement 69016c0c to history. Total: 3
th(0)=-2.021643251180649;dx=-1.0165766021004257E-6
Armijo: th(649822.4367057893)=-1.934053935110569; dx=8.145794066552952E-7 evalInputDelta=-0.0875893160700798
New Minimum: -2.021643251180649 > -2.132263407111168
WOLF (strong): th(324911.21835289465)=-2.132263407111168; dx=2.3419009502957355E-7 evalInputDelta=0.1106201559305191
END: th(108303.73945096489)=-2.1081407591700554; dx=-5.005355753452793E-7 evalInputDelta=0.08649750798940659
Fitness changed from -2.021643251180649 to -2.132263407111168
Iteration 11 complete. Error: -2.132263407111168 Total: 23.6311; Orientation: 0.1093; Line Search: 18.8318
Adding measurement 759c93c1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.827e+02, gradient 5.524e-04, dot -0.537; [54f9249a-1e5c-49a1-88e1-0a57db92a106 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.132263407111168, 0.5991727560758591, 1.2087374180555344, 1.611797347664833
LBFGS Accumulation History: 3 points
Removed measurement 759c93c1 to history. Total: 3
th(0)=-2.132263407111168;dx=-3.0356195723281156E-7
New Minimum: -2.132263407111168 > -2.1870227307081223
END: th(233333.33333333343)=-2.1870227307081223; dx=-1.4235534937311926E-7 evalInputDelta=0.054759323596954346
Fitness changed from -2.132263407111168 to -2.1870227307081223
Iteration 12 complete. Error: -2.1870227307081223 Total: 14.2222; Orientation: 0.2377; Line Search: 9.3138
Adding measurement e83f109 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.817e+02, gradient 3.577e-04, dot -0.713; [54f9249a-1e5c-49a1-88e1-0a57db92a106 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.1870227307081223, 0.5991727560758591, 1.2087374180555344, 1.611797347664833
LBFGS Accumulation History: 3 points
Removed measurement e83f109 to history. Total: 3
th(0)=-2.1870227307081223;dx=-1.2743546466639332E-7
New Minimum: -2.1870227307081223 > -2.249891422688961
END: th(502701.42767410644)=-2.249891422688961; dx=-1.1148576861244998E-7 evalInputDelta=0.06286869198083878
Fitness changed from -2.1870227307081223 to -2.249891422688961
Iteration 13 complete. Error: -2.249891422688961 Total: 14.2836; Orientation: 0.2487; Line Search: 9.3466
Adding measurement 5ec75e8a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.647e+02, gradient 3.393e-04, dot -0.707; [54f9249a-1e5c-49a1-88e1-0a57db92a106 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.249891422688961, 0.5991727560758591, 1.2087374180555344, 1.611797347664833
LBFGS Accumulation History: 3 points
Removed measurement 5ec75e8a to history. Total: 3
th(0)=-2.249891422688961;dx=-1.1498539380198835E-7
New Minimum: -2.249891422688961 > -2.3637958131730556
END: th(1083037.394509649)=-2.3637958131730556; dx=-8.703201882170488E-8 evalInputDelta=0.11390439048409462
Fitness changed from -2.249891422688961 to -2.3637958131730556
Iteration 14 complete. Error: -2.3637958131730556 Total: 14.1115; Orientation: 0.0785; Line Search: 9.3477
Adding measurement 48f4a7bd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.393e+02, gradient 3.454e-04, dot -0.677; [54f9249a-1e5c-49a1-88e1-0a57db92a106 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.3637958131730556, 0.5991727560758591, 1.2087374180555344, 1.611797347664833
LBFGS Accumulation History: 3 points
Removed measurement 48f4a7bd to history. Total: 3
th(0)=-2.3637958131730556;dx=-1.1920493963360275E-7
Armijo: th(2333333.3333333344)=-2.3358329385519028; dx=1.2798688833333045E-7 evalInputDelta=-0.027962874621152878
New Minimum: -2.3637958131730556 > -2.4260357283055782
WOLF (strong): th(1166666.6666666672)=-2.4260357283055782; dx=1.2595843504089062E-8 evalInputDelta=0.06223991513252258
END: th(388888.88888888905)=-2.4025532379746437; dx=-7.1889233549021E-8 evalInputDelta=0.03875742480158806
Fitness changed from -2.3637958131730556 to -2.4260357283055782
Iteration 15 complete. Error: -2.4260357283055782 Total: 24.8714; Orientation: 0.0773; Line Search: 18.8614
Adding measurement 55aab7b4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.257e+02, gradient 6.971e-04, dot -0.317; [54f9249a-1e5c-49a1-88e1-0a57db92a106 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.4260357283055782, 0.5991727560758591, 1.2087374180555344, 1.611797347664833
LBFGS Accumulation History: 3 points
Removed measurement 55aab7b4 to history. Total: 3
th(0)=-2.4260357283055782;dx=-4.857014309455513E-7
Armijo: th(837835.7127901774)=-2.3016732074320316; dx=5.317512327261392E-7 evalInputDelta=-0.1243625208735466
New Minimum: -2.4260357283055782 > -2.4738568365573883
WOLF (strong): th(418917.8563950887)=-2.4738568365573883; dx=1.959440422068313E-7 evalInputDelta=0.047821108251810074
New Minimum: -2.4738568365573883 > -2.4765639789402485
END: th(139639.28546502956)=-2.4765639789402485; dx=-2.0973781041406755E-7 evalInputDelta=0.05052825063467026
Fitness changed from -2.4260357283055782 to -2.4765639789402485
Iteration 16 complete. Error: -2.4765639789402485 Total: 23.4789; Orientation: 0.0810; Line Search: 18.7108
Adding measurement 32b32c3d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.926e+02, gradient 3.528e-04, dot -0.545; [54f9249a-1e5c-49a1-88e1-0a57db92a106 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.4765639789402485, 0.5991727560758591, 1.2087374180555344, 1.611797347664833
LBFGS Accumulation History: 3 points
Removed measurement 32b32c3d to history. Total: 3
th(0)=-2.4765639789402485;dx=-1.2439111413882667E-7
New Minimum: -2.4765639789402485 > -2.5058576054871082
END: th(300843.7206971247)=-2.5058576054871082; dx=-6.34612518834604E-8 evalInputDelta=0.02929362654685974
Fitness changed from -2.4765639789402485 to -2.5058576054871082
Iteration 17 complete. Error: -2.5058576054871082 Total: 14.0933; Orientation: 0.0805; Line Search: 9.3293
Adding measurement 3b5fb136 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.103e+02, gradient 2.829e-04, dot -0.715; [54f9249a-1e5c-49a1-88e1-0a57db92a106 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.5058576054871082, 0.5991727560758591, 1.2087374180555344, 1.611797347664833
LBFGS Accumulation History: 3 points
Removed measurement 3b5fb136 to history. Total: 3
th(0)=-2.5058576054871082;dx=-7.926967927618329E-8
New Minimum: -2.5058576054871082 > -2.553760629147291
END: th(648148.1481481486)=-2.553760629147291; dx=-6.211484366968382E-8 evalInputDelta=0.04790302366018295
Fitness changed from -2.5058576054871082 to -2.553760629147291
Iteration 18 complete. Error: -2.553760629147291 Total: 14.3359; Orientation: 0.2408; Line Search: 9.4249
Adding measurement 5e87f3f5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.506e+02, gradient 2.831e-04, dot -0.654; [54f9249a-1e5c-49a1-88e1-0a57db92a106 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.553760629147291, 0.5991727560758591, 1.2087374180555344, 1.611797347664833
LBFGS Accumulation History: 3 points
Removed measurement 5e87f3f5 to history. Total: 3
th(0)=-2.553760629147291;dx=-7.955556172499831E-8
New Minimum: -2.553760629147291 > -2.617437094449997
END: th(1396392.854650296)=-2.617437094449997; dx=-1.4886244658487675E-8 evalInputDelta=0.06367646530270576
Fitness changed from -2.553760629147291 to -2.617437094449997
Iteration 19 complete. Error: -2.617437094449997 Total: 14.2422; Orientation: 0.2267; Line Search: 9.3375
Adding measurement eda4e64 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.058e+03, gradient 5.090e-04, dot -0.426; [54f9249a-1e5c-49a1-88e1-0a57db92a106 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.617437094449997, 0.5991727560758591, 1.2087374180555344, 1.611797347664833
LBFGS Accumulation History: 3 points
Removed measurement eda4e64 to history. Total: 3
th(0)=-2.617437094449997;dx=-2.5842238820515057E-7
Armijo: th(3008437.206971248)=-0.2929855212569237; dx=1.385052707824886E-6 evalInputDelta=-2.3244515731930733
Armijo: th(1504218.603485624)=-2.1366815492510796; dx=8.128873798879199E-7 evalInputDelta=-0.4807555451989174
New Minimum: -2.617437094449997 > -2.653222270309925
WOLF (strong): th(501406.2011618747)=-2.653222270309925; dx=1.2408367411778175E-7 evalInputDelta=0.03578517585992813
END: th(125351.55029046867)=-2.6454127952456474; dx=-1.6381055907143865E-7 evalInputDelta=0.027975700795650482
Fitness changed from -2.617437094449997 to -2.653222270309925
Iteration 20 complete. Error: -2.653222270309925 Total: 28.3977; Orientation: 0.2068; Line Search: 23.5260
Final threshold in iteration 21: -2.653222270309925 (> -Infinity) after 398.449s (< 5400.000s)
