Reset training subject: 1579935917562900
Reset training subject: 1579942299439800
Adding measurement 4e7bc939 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=-21.877351120114326;dx=-8.379312056665357E-5
New Minimum: -21.877351120114326 > -21.877435728907585
WOLFE (weak): th(2.154434690031884)=-21.877435728907585; dx=-8.372221016202841E-5 evalInputDelta=8.460879325866699E-5
New Minimum: -21.877435728907585 > -21.877515375614166
WOLFE (weak): th(4.308869380063768)=-21.877515375614166; dx=-8.372200170052379E-5 evalInputDelta=1.6425549983978271E-4
New Minimum: -21.877515375614166 > -21.877854228019714
WOLFE (weak): th(12.926608140191302)=-21.877854228019714; dx=-8.372121186352727E-5 evalInputDelta=5.031079053878784E-4
New Minimum: -21.877854228019714 > -21.87937104701996
WOLFE (weak): th(51.70643256076521)=-21.87937104701996; dx=-8.371642435550403E-5 evalInputDelta=0.002019926905632019
New Minimum: -21.87937104701996 > -21.887460485100746
WOLFE (weak): th(258.53216280382605)=-21.887460485100746; dx=-8.369338205088897E-5 evalInputDelta=0.010109364986419678
New Minimum: -21.887460485100746 > -21.938501253724098
WOLFE (weak): th(1551.1929768229563)=-21.938501253724098; dx=-8.355604413805188E-5 evalInputDelta=0.06115013360977173
New Minimum: -21.938501253724098 > -22.299430757761
WOLFE (weak): th(10858.350837760694)=-22.299430757761; dx=-8.253759096020553E-5 evalInputDelta=0.4220796376466751
New Minimum: -22.299430757761 > -25.057385221123695
END: th(86866.80670208555)=-25.057385221123695; dx=-7.394662131810687E-5 evalInputDelta=3.180034101009369
Fitness changed from -21.877351120114326 to -25.057385221123695
Iteration 1 complete. Error: -25.057385221123695 Total: 76.8302; Orientation: 0.0124; Line Search: 57.5381
Iteration 1
Adding measurement 1231a1be to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-25.057385221123695;dx=-6.616438248500119E-5
New Minimum: -25.057385221123695 > -29.878807544708252
END: th(187148.86177126726)=-29.878807544708252; dx=-4.822914368055229E-5 evalInputDelta=4.821422323584557
Fitness changed from -25.057385221123695 to -29.878807544708252
Iteration 2 complete. Error: -29.878807544708252 Total: 19.1863; Orientation: 0.0124; Line Search: 12.7771
Iteration 2
Adding measurement 9c0d0bd to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-29.878807544708252;dx=-3.773490049350205E-5
New Minimum: -29.878807544708252 > -34.797221302986145
END: th(403200.00000000006)=-34.797221302986145; dx=-2.1665041698990994E-5 evalInputDelta=4.918413758277893
Fitness changed from -29.878807544708252 to -34.797221302986145
Iteration 3 complete. Error: -34.797221302986145 Total: 19.1508; Orientation: 0.0125; Line Search: 12.8758
Iteration 3
Adding measurement 27d98bef to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.439e+03, gradient 3.954e-03, dot -0.995; [c29a8ca0-9e92-4974-b03d-3334d4bb3e67 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -21.877351120114326, -25.057385221123695, -29.878807544708252, -34.797221302986145
LBFGS Accumulation History: 3 points
Removed measurement 4e7bc939 to history. Total: 4
th(0)=-34.797221302986145;dx=-1.5630850517583463E-5
New Minimum: -34.797221302986145 > -37.85362147539854
END: th(868668.0670208557)=-37.85362147539854; dx=-7.526908038567883E-6 evalInputDelta=3.0564001724123955
Fitness changed from -34.797221302986145 to -37.85362147539854
Iteration 4 complete. Error: -37.85362147539854 Total: 19.4859; Orientation: 0.3498; Line Search: 12.8353
Iteration 4
Adding measurement 32b46831 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.886e+03, gradient 2.804e-03, dot -0.926; [c29a8ca0-9e92-4974-b03d-3334d4bb3e67 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -25.057385221123695, -29.878807544708252, -34.797221302986145, -37.85362147539854
LBFGS Accumulation History: 3 points
Removed measurement 1231a1be to history. Total: 4
th(0)=-37.85362147539854;dx=-7.865052461909969E-6
New Minimum: -37.85362147539854 > -38.71608152985573
END: th(1871488.617712673)=-38.71608152985573; dx=-1.6132365853220183E-6 evalInputDelta=0.8624600544571877
Fitness changed from -37.85362147539854 to -38.71608152985573
Iteration 5 complete. Error: -38.71608152985573 Total: 19.5061; Orientation: 0.3463; Line Search: 12.7924
Iteration 5
Adding measurement 67e6eb52 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.482e+03, gradient 3.110e-03, dot -0.637; [c29a8ca0-9e92-4974-b03d-3334d4bb3e67 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -29.878807544708252, -34.797221302986145, -37.85362147539854, -38.71608152985573
LBFGS Accumulation History: 3 points
Removed measurement 9c0d0bd to history. Total: 4
th(0)=-38.71608152985573;dx=-9.673811439959491E-6
Armijo: th(4032000.0000000014)=-26.914237707853317; dx=1.0761019522648046E-5 evalInputDelta=-11.801843822002411
Armijo: th(2016000.0000000007)=-38.412916637957096; dx=2.8854596759393475E-7 evalInputDelta=-0.30316489189863205
New Minimum: -38.71608152985573 > -40.08845431357622
END: th(672000.0000000002)=-40.08845431357622; dx=-5.505301467290866E-6 evalInputDelta=1.3723727837204933
Fitness changed from -38.71608152985573 to -40.08845431357622
Iteration 6 complete. Error: -40.08845431357622 Total: 32.7743; Orientation: 0.3493; Line Search: 26.1816
Adding measurement 8bc0696 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.476e+03, gradient 2.363e-03, dot -0.935; [c29a8ca0-9e92-4974-b03d-3334d4bb3e67 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -34.797221302986145, -37.85362147539854, -38.71608152985573, -40.08845431357622
LBFGS Accumulation History: 3 points
Removed measurement 27d98bef to history. Total: 4
th(0)=-40.08845431357622;dx=-5.58591766771115E-6
New Minimum: -40.08845431357622 > -40.77169383317232
END: th(1447780.1117014263)=-40.77169383317232; dx=-1.9843013349833262E-6 evalInputDelta=0.6832395195960999
Fitness changed from -40.08845431357622 to -40.77169383317232
Iteration 7 complete. Error: -40.77169383317232 Total: 19.4875; Orientation: 0.3466; Line Search: 12.8978
Adding measurement 6b126187 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.959e+03, gradient 2.320e-03, dot -0.716; [c29a8ca0-9e92-4974-b03d-3334d4bb3e67 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -37.85362147539854, -38.71608152985573, -40.08845431357622, -40.77169383317232
LBFGS Accumulation History: 3 points
Removed measurement 32b46831 to history. Total: 4
th(0)=-40.77169383317232;dx=-5.381095676646927E-6
Armijo: th(3119147.6961877886)=-37.72591510787606; dx=2.615163474556457E-6 evalInputDelta=-3.045778725296259
New Minimum: -40.77169383317232 > -41.17441439256072
END: th(1559573.8480938943)=-41.17441439256072; dx=-1.156310289881586E-6 evalInputDelta=0.4027205593883991
Fitness changed from -40.77169383317232 to -41.17441439256072
Iteration 8 complete. Error: -41.17441439256072 Total: 25.8403; Orientation: 0.3503; Line Search: 19.1868
Adding measurement 640a8f93 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.711e+03, gradient 2.434e-03, dot -0.647; [c29a8ca0-9e92-4974-b03d-3334d4bb3e67 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -38.71608152985573, -40.08845431357622, -40.77169383317232, -41.17441439256072
LBFGS Accumulation History: 3 points
Removed measurement 67e6eb52 to history. Total: 4
th(0)=-41.17441439256072;dx=-5.925420848388932E-6
Armijo: th(3360000.0000000014)=-36.05393032729626; dx=4.327940792725374E-6 evalInputDelta=-5.120484065264463
Armijo: th(1680000.0000000007)=-41.09275019168854; dx=-4.3840602744046053E-7 evalInputDelta=-0.08166420087218285
New Minimum: -41.17441439256072 > -41.82346026599407
END: th(560000.0000000002)=-41.82346026599407; dx=-3.5518629625493842E-6 evalInputDelta=0.6490458734333515
Fitness changed from -41.17441439256072 to -41.82346026599407
Iteration 9 complete. Error: -41.82346026599407 Total: 32.1744; Orientation: 0.3621; Line Search: 25.4333
Adding measurement 4a04ca74 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.065e+03, gradient 1.980e-03, dot -0.877; [c29a8ca0-9e92-4974-b03d-3334d4bb3e67 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -40.08845431357622, -40.77169383317232, -41.17441439256072, -41.82346026599407
LBFGS Accumulation History: 3 points
Removed measurement 8bc0696 to history. Total: 4
th(0)=-41.82346026599407;dx=-3.9209383265056765E-6
New Minimum: -41.82346026599407 > -42.18039691448212
END: th(1206483.4264178555)=-42.18039691448212; dx=-1.03389872941047E-6 evalInputDelta=0.35693664848804474
Fitness changed from -41.82346026599407 to -42.18039691448212
Iteration 10 complete. Error: -42.18039691448212 Total: 19.4896; Orientation: 0.3490; Line Search: 12.8225
Iteration 10
Adding measurement 39851c5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.547e+03, gradient 2.038e-03, dot -0.669; [c29a8ca0-9e92-4974-b03d-3334d4bb3e67 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -40.77169383317232, -41.17441439256072, -41.82346026599407, -42.18039691448212
LBFGS Accumulation History: 3 points
Removed measurement 6b126187 to history. Total: 4
th(0)=-42.18039691448212;dx=-4.152836444128508E-6
Armijo: th(2599289.7468231576)=-40.47771789878607; dx=1.4535929448200513E-6 evalInputDelta=-1.7026790156960487
New Minimum: -42.18039691448212 > -42.396751679480076
END: th(1299644.8734115788)=-42.396751679480076; dx=-4.2006654951574746E-7 evalInputDelta=0.21635476499795914
Fitness changed from -42.18039691448212 to -42.396751679480076
Iteration 11 complete. Error: -42.396751679480076 Total: 25.6790; Orientation: 0.3487; Line Search: 19.0629
Adding measurement 135e49b2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.324e+03, gradient 1.880e-03, dot -0.712; [c29a8ca0-9e92-4974-b03d-3334d4bb3e67 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -41.17441439256072, -41.82346026599407, -42.18039691448212, -42.396751679480076
LBFGS Accumulation History: 3 points
Removed measurement 640a8f93 to history. Total: 4
th(0)=-42.396751679480076;dx=-3.5347349475075998E-6
Armijo: th(2800000.000000002)=-40.575793482363224; dx=2.127329789498525E-6 evalInputDelta=-1.8209581971168518
New Minimum: -42.396751679480076 > -42.77588775008917
END: th(1400000.000000001)=-42.77588775008917; dx=-4.461913541273676E-8 evalInputDelta=0.3791360706090927
Fitness changed from -42.396751679480076 to -42.77588775008917
Iteration 12 complete. Error: -42.77588775008917 Total: 25.8621; Orientation: 0.3601; Line Search: 19.1954
Adding measurement 3348c987 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.095e+03, gradient 2.055e-03, dot -0.660; [c29a8ca0-9e92-4974-b03d-3334d4bb3e67 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -41.82346026599407, -42.18039691448212, -42.396751679480076, -42.77588775008917
LBFGS Accumulation History: 3 points
Removed measurement 4a04ca74 to history. Total: 4
th(0)=-42.77588775008917;dx=-4.222449717558411E-6
Armijo: th(3016208.5660446393)=-39.37259905040264; dx=2.7350477643973E-6 evalInputDelta=-3.4032886996865273
Armijo: th(1508104.2830223197)=-42.479990776628256; dx=3.002255232474275E-7 evalInputDelta=-0.2958969734609127
New Minimum: -42.77588775008917 > -43.141291957348585
END: th(502701.42767410656)=-43.141291957348585; dx=-2.142149245842176E-6 evalInputDelta=0.3654042072594166
Fitness changed from -42.77588775008917 to -43.141291957348585
Iteration 13 complete. Error: -43.141291957348585 Total: 32.6608; Orientation: 0.3445; Line Search: 26.0487
Adding measurement 68d8eb4f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.575e+03, gradient 1.464e-03, dot -0.935; [c29a8ca0-9e92-4974-b03d-3334d4bb3e67 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -42.18039691448212, -42.396751679480076, -42.77588775008917, -43.141291957348585
LBFGS Accumulation History: 3 points
Removed measurement 39851c5 to history. Total: 4
th(0)=-43.141291957348585;dx=-2.1424781896096962E-6
New Minimum: -43.141291957348585 > -43.393648605793715
END: th(1083037.3945096491)=-43.393648605793715; dx=-8.978542927199873E-7 evalInputDelta=0.2523566484451294
Fitness changed from -43.141291957348585 to -43.393648605793715
Iteration 14 complete. Error: -43.393648605793715 Total: 19.5197; Orientation: 0.3470; Line Search: 12.8791
Adding measurement 5a51336a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.246e+03, gradient 1.431e-03, dot -0.736; [c29a8ca0-9e92-4974-b03d-3334d4bb3e67 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -42.396751679480076, -42.77588775008917, -43.141291957348585, -43.393648605793715
LBFGS Accumulation History: 3 points
Removed measurement 135e49b2 to history. Total: 4
th(0)=-43.393648605793715;dx=-2.0487926594232098E-6
Armijo: th(2333333.333333335)=-42.78984693810344; dx=5.240459295182479E-7 evalInputDelta=-0.6038016676902771
New Minimum: -43.393648605793715 > -43.571241430938244
END: th(1166666.6666666674)=-43.571241430938244; dx=-2.562861482630424E-7 evalInputDelta=0.17759282514452934
Fitness changed from -43.393648605793715 to -43.571241430938244
Iteration 15 complete. Error: -43.571241430938244 Total: 25.6770; Orientation: 0.3492; Line Search: 19.0905
Iteration 15
Adding measurement 3f3c5ecd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.708e+03, gradient 1.554e-03, dot -0.644; [c29a8ca0-9e92-4974-b03d-3334d4bb3e67 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -42.77588775008917, -43.141291957348585, -43.393648605793715, -43.571241430938244
LBFGS Accumulation History: 3 points
Removed measurement 3348c987 to history. Total: 4
th(0)=-43.571241430938244;dx=-2.4160693704983536E-6
Armijo: th(2513507.138370533)=-42.3614711239934; dx=1.007779804351668E-6 evalInputDelta=-1.209770306944847
Armijo: th(1256753.5691852665)=-43.54575838893652; dx=3.916380930195529E-8 evalInputDelta=-0.025483042001724243
New Minimum: -43.571241430938244 > -43.771508276462555
END: th(418917.85639508883)=-43.771508276462555; dx=-1.1989942781060215E-6 evalInputDelta=0.20026684552431107
Fitness changed from -43.571241430938244 to -43.771508276462555
Iteration 16 complete. Error: -43.771508276462555 Total: 32.0622; Orientation: 0.3473; Line Search: 25.4220
Adding measurement 1ba35152 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.679e+03, gradient 1.112e-03, dot -0.911; [c29a8ca0-9e92-4974-b03d-3334d4bb3e67 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -43.141291957348585, -43.393648605793715, -43.571241430938244, -43.771508276462555
LBFGS Accumulation History: 3 points
Removed measurement 68d8eb4f to history. Total: 4
th(0)=-43.771508276462555;dx=-1.2361677955734194E-6
New Minimum: -43.771508276462555 > -43.94185894727707
END: th(902531.1620913744)=-43.94185894727707; dx=-7.060625178997597E-7 evalInputDelta=0.17035067081451416
Fitness changed from -43.771508276462555 to -43.94185894727707
Iteration 17 complete. Error: -43.94185894727707 Total: 19.2573; Orientation: 0.3416; Line Search: 12.6411
Adding measurement 6c70b7c3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.295e+03, gradient 1.002e-03, dot -0.849; [c29a8ca0-9e92-4974-b03d-3334d4bb3e67 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -43.393648605793715, -43.571241430938244, -43.771508276462555, -43.94185894727707
LBFGS Accumulation History: 3 points
Removed measurement 5a51336a to history. Total: 4
th(0)=-43.94185894727707;dx=-1.0049489736718689E-6
New Minimum: -43.94185894727707 > -43.949557546526194
END: th(1944444.4444444461)=-43.949557546526194; dx=-2.2287951243217447E-7 evalInputDelta=0.007698599249124527
Fitness changed from -43.94185894727707 to -43.949557546526194
Iteration 18 complete. Error: -43.949557546526194 Total: 19.8587; Orientation: 0.3481; Line Search: 13.2329
Adding measurement 63bca84d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.863e+03, gradient 1.393e-03, dot -0.540; [c29a8ca0-9e92-4974-b03d-3334d4bb3e67 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -43.571241430938244, -43.771508276462555, -43.94185894727707, -43.949557546526194
LBFGS Accumulation History: 3 points
Removed measurement 3f3c5ecd to history. Total: 4
th(0)=-43.949557546526194;dx=-1.9409255647576565E-6
Armijo: th(4189178.563950889)=-40.599021082744; dx=2.2803699434870204E-6 evalInputDelta=-3.3505364637821913
Armijo: th(2094589.2819754444)=-43.35261050797999; dx=6.616382035967195E-7 evalInputDelta=-0.5969470385462046
New Minimum: -43.949557546526194 > -44.12723662704229
END: th(698196.4273251481)=-44.12723662704229; dx=-4.1796233705611755E-7 evalInputDelta=0.17767908051609993
Fitness changed from -43.949557546526194 to -44.12723662704229
Iteration 19 complete. Error: -44.12723662704229 Total: 32.2299; Orientation: 0.3430; Line Search: 25.6553
Adding measurement 615bad16 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.275e+03, gradient 1.356e-03, dot -0.683; [c29a8ca0-9e92-4974-b03d-3334d4bb3e67 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -43.771508276462555, -43.94185894727707, -43.949557546526194, -44.12723662704229
LBFGS Accumulation History: 3 points
Removed measurement 1ba35152 to history. Total: 4
th(0)=-44.12723662704229;dx=-1.8386695174994792E-6
Armijo: th(1504218.6034856243)=-43.85800343379378; dx=3.134874980193512E-7 evalInputDelta=-0.26923319324851036
New Minimum: -44.12723662704229 > -44.187656223773956
END: th(752109.3017428122)=-44.187656223773956; dx=-1.4578444764314858E-7 evalInputDelta=0.06041959673166275
Fitness changed from -44.12723662704229 to -44.187656223773956
Iteration 20 complete. Error: -44.187656223773956 Total: 25.7949; Orientation: 0.3448; Line Search: 19.1137
Iteration 20
Final threshold in iteration 21: -44.187656223773956 (> -Infinity) after 542.541s (< 3600.000s)