Reset training subject: 138641224332599
Reset training subject: 138670005023900
Adding measurement 24a292ac to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=8.940621637739241;dx=-2.814452987712433E-6
New Minimum: 8.940621637739241 > 8.94058096781373
WOLFE (weak): th(2.154434690031884)=8.94058096781373; dx=-2.819476414154803E-6 evalInputDelta=4.066992551088333E-5
New Minimum: 8.94058096781373 > 8.940540028270334
WOLFE (weak): th(4.308869380063768)=8.940540028270334; dx=-2.754854435131116E-6 evalInputDelta=8.160946890711784E-5
New Minimum: 8.940540028270334 > 8.94037708453834
WOLFE (weak): th(12.926608140191302)=8.94037708453834; dx=-2.6985050245884237E-6 evalInputDelta=2.4455320090055466E-4
New Minimum: 8.94037708453834 > 8.939642088022083
WOLFE (weak): th(51.70643256076521)=8.939642088022083; dx=-2.7080159401465832E-6 evalInputDelta=9.795497171580791E-4
New Minimum: 8.939642088022083 > 8.9357074117288
WOLFE (weak): th(258.53216280382605)=8.9357074117288; dx=-2.701871623965269E-6 evalInputDelta=0.00491422601044178
New Minimum: 8.9357074117288 > 8.910579303279519
WOLFE (weak): th(1551.1929768229563)=8.910579303279519; dx=-2.9634957086943004E-6 evalInputDelta=0.030042334459722042
New Minimum: 8.910579303279519 > 8.705109314061701
WOLFE (weak): th(10858.350837760694)=8.705109314061701; dx=-3.1431150759993923E-6 evalInputDelta=0.23551232367753983
New Minimum: 8.705109314061701 > 7.277633732184768
END: th(86866.80670208555)=7.277633732184768; dx=-1.3570219011069968E-6 evalInputDelta=1.6629879055544734
Fitness changed from 8.940621637739241 to 7.277633732184768
Iteration 1 complete. Error: 7.277633732184768 Total: 344.1483; Orientation: 0.0210; Line Search: 258.9011
Adding measurement 46c450af to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=7.277633732184768;dx=-3.6871418803611343E-6
New Minimum: 7.277633732184768 > 4.916493168100715
END: th(187148.86177126726)=4.916493168100715; dx=-1.2298754030759652E-6 evalInputDelta=2.361140564084053
Fitness changed from 7.277633732184768 to 4.916493168100715
Iteration 2 complete. Error: 4.916493168100715 Total: 86.1396; Orientation: 0.0027; Line Search: 57.5481
Adding measurement 3249b22f to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=4.916493168100715;dx=-1.8336036504017484E-6
New Minimum: 4.916493168100715 > 1.1862888559699059
END: th(403200.00000000006)=1.1862888559699059; dx=-5.234186674357018E-7 evalInputDelta=3.730204312130809
Fitness changed from 4.916493168100715 to 1.1862888559699059
Iteration 3 complete. Error: 1.1862888559699059 Total: 85.4456; Orientation: 0.0025; Line Search: 57.1812
Adding measurement b712de4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.372e+02, gradient 9.366e-04, dot -0.430; [16813849-2f31-43c0-b11d-10de81b0fb79 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.1862888559699059, 4.916493168100715, 7.277633732184768, 8.940621637739241
LBFGS Accumulation History: 3 points
Removed measurement b712de4 to history. Total: 3
th(0)=1.1862888559699059;dx=-6.824236180479075E-7
New Minimum: 1.1862888559699059 > 0.3327285638079047
WOLF (strong): th(868668.0670208557)=0.3327285638079047; dx=2.048371851501049E-7 evalInputDelta=0.8535602921620011
New Minimum: 0.3327285638079047 > -0.1769040422514081
END: th(434334.03351042786)=-0.1769040422514081; dx=-2.373919518535252E-7 evalInputDelta=1.363192898221314
Fitness changed from 1.1862888559699059 to -0.1769040422514081
Iteration 4 complete. Error: -0.1769040422514081 Total: 114.3323; Orientation: 0.0649; Line Search: 85.1953
Adding measurement 53e4b8d5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.958e+02, gradient 6.394e-04, dot -0.414; [16813849-2f31-43c0-b11d-10de81b0fb79 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.1769040422514081, 4.916493168100715, 7.277633732184768, 8.940621637739241
LBFGS Accumulation History: 3 points
Removed measurement 53e4b8d5 to history. Total: 3
th(0)=-0.1769040422514081;dx=-2.988878673233713E-7
Armijo: th(935744.3088563365)=0.3016425706446171; dx=6.595309351097545E-8 evalInputDelta=-0.4785466128960252
New Minimum: -0.1769040422514081 > -0.4176039956510067
END: th(467872.15442816826)=-0.4176039956510067; dx=-6.829461114288893E-8 evalInputDelta=0.2406999533995986
Fitness changed from -0.1769040422514081 to -0.4176039956510067
Iteration 5 complete. Error: -0.4176039956510067 Total: 114.7935; Orientation: 0.0313; Line Search: 85.5014
Adding measurement 6c9044e3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.571e+02, gradient 6.276e-04, dot -0.298; [16813849-2f31-43c0-b11d-10de81b0fb79 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.4176039956510067, 4.916493168100715, 7.277633732184768, 8.940621637739241
LBFGS Accumulation History: 3 points
Removed measurement 6c9044e3 to history. Total: 3
th(0)=-0.4176039956510067;dx=-3.479604518873957E-7
Armijo: th(1008000.0000000003)=0.5505229029804468; dx=1.2633898377918375E-7 evalInputDelta=-0.9681268986314535
Armijo: th(504000.0000000002)=-0.3836159538477659; dx=7.104226866847032E-8 evalInputDelta=-0.033988041803240776
New Minimum: -0.4176039956510067 > -0.6577961053699255
END: th(168000.00000000006)=-0.6577961053699255; dx=-1.6094230381727567E-7 evalInputDelta=0.2401921097189188
Fitness changed from -0.4176039956510067 to -0.6577961053699255
Iteration 6 complete. Error: -0.6577961053699255 Total: 142.5168; Orientation: 0.0301; Line Search: 114.1887
Adding measurement 582b3c30 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.161e+02, gradient 4.569e-04, dot -0.341; [16813849-2f31-43c0-b11d-10de81b0fb79 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6577961053699255, 4.916493168100715, 7.277633732184768, 8.940621637739241
LBFGS Accumulation History: 3 points
Removed measurement 582b3c30 to history. Total: 3
th(0)=-0.6577961053699255;dx=-1.3378175178520682E-7
New Minimum: -0.6577961053699255 > -0.8003768585622311
END: th(361945.0279253566)=-0.8003768585622311; dx=-8.332366374238471E-8 evalInputDelta=0.14258075319230556
Fitness changed from -0.6577961053699255 to -0.8003768585622311
Iteration 7 complete. Error: -0.8003768585622311 Total: 86.1193; Orientation: 0.0292; Line Search: 57.8135
Adding measurement 74f555a0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.376e+02, gradient 4.591e-04, dot -0.298; [16813849-2f31-43c0-b11d-10de81b0fb79 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8003768585622311, 4.916493168100715, 7.277633732184768, 8.940621637739241
LBFGS Accumulation History: 3 points
Removed measurement 74f555a0 to history. Total: 3
th(0)=-0.8003768585622311;dx=-1.1778871106036582E-7
Armijo: th(779786.9240469472)=-0.7799550881609321; dx=-2.4215918591904824E-8 evalInputDelta=-0.020421770401299
New Minimum: -0.8003768585622311 > -0.8548910832032561
END: th(389893.4620234736)=-0.8548910832032561; dx=-5.738432287589007E-8 evalInputDelta=0.054514224641025066
Fitness changed from -0.8003768585622311 to -0.8548910832032561
Iteration 8 complete. Error: -0.8548910832032561 Total: 114.6613; Orientation: 0.0302; Line Search: 86.3285
Adding measurement 1e5b164 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.437e+02, gradient 4.597e-04, dot -0.261; [16813849-2f31-43c0-b11d-10de81b0fb79 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8548910832032561, 4.916493168100715, 7.277633732184768, 8.940621637739241
LBFGS Accumulation History: 3 points
Removed measurement 1e5b164 to history. Total: 3
th(0)=-0.8548910832032561;dx=-1.4333137289686294E-7
Armijo: th(840000.0000000003)=-0.6844521220773458; dx=1.2426442567050707E-8 evalInputDelta=-0.17043896112591028
New Minimum: -0.8548910832032561 > -0.8905358044430614
END: th(420000.0000000002)=-0.8905358044430614; dx=-5.1504116064380294E-8 evalInputDelta=0.03564472123980522
Fitness changed from -0.8548910832032561 to -0.8905358044430614
Iteration 9 complete. Error: -0.8905358044430614 Total: 114.3023; Orientation: 0.0290; Line Search: 85.9243
Adding measurement 2b0452d9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.282e+02, gradient 5.187e-04, dot -0.300; [16813849-2f31-43c0-b11d-10de81b0fb79 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8905358044430614, 4.916493168100715, 7.277633732184768, 8.940621637739241
LBFGS Accumulation History: 3 points
Removed measurement 2b0452d9 to history. Total: 3
th(0)=-0.8905358044430614;dx=-1.5797984628907335E-7
Armijo: th(904862.5698133915)=-0.27550939191132784; dx=4.5558421982543226E-8 evalInputDelta=-0.6150264125317335
Armijo: th(452431.2849066958)=-0.7628857898525894; dx=1.818358709777111E-8 evalInputDelta=-0.12765001459047198
New Minimum: -0.8905358044430614 > -0.9196018734946847
END: th(150810.4283022319)=-0.9196018734946847; dx=-6.668892983577263E-8 evalInputDelta=0.029066069051623344
Fitness changed from -0.8905358044430614 to -0.9196018734946847
Iteration 10 complete. Error: -0.9196018734946847 Total: 143.4150; Orientation: 0.0313; Line Search: 115.0577
Adding measurement 1ba25e0e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.275e+02, gradient 3.350e-04, dot -0.279; [16813849-2f31-43c0-b11d-10de81b0fb79 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.9196018734946847, 4.916493168100715, 7.277633732184768, 8.940621637739241
LBFGS Accumulation History: 3 points
Removed measurement 1ba25e0e to history. Total: 3
th(0)=-0.9196018734946847;dx=-5.5110322183978374E-8
New Minimum: -0.9196018734946847 > -0.9844477223232388
END: th(324911.21835289465)=-0.9844477223232388; dx=-3.1136613443059623E-8 evalInputDelta=0.06484584882855415
Fitness changed from -0.9196018734946847 to -0.9844477223232388
Iteration 11 complete. Error: -0.9844477223232388 Total: 86.2805; Orientation: 0.0291; Line Search: 56.8666
Adding measurement 4e323ca6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.918e+02, gradient 3.476e-04, dot -0.300; [16813849-2f31-43c0-b11d-10de81b0fb79 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.9844477223232388, 4.916493168100715, 7.277633732184768, 8.940621637739241
LBFGS Accumulation History: 3 points
Removed measurement 4e323ca6 to history. Total: 3
th(0)=-0.9844477223232388;dx=-6.43715204863335E-8
Armijo: th(700000.0000000003)=-0.8948584692552686; dx=3.836289485459492E-9 evalInputDelta=-0.08958925306797028
New Minimum: -0.9844477223232388 > -0.9907208494842052
END: th(350000.0000000002)=-0.9907208494842052; dx=-3.963663551997707E-8 evalInputDelta=0.006273127160966396
Fitness changed from -0.9844477223232388 to -0.9907208494842052
Iteration 12 complete. Error: -0.9907208494842052 Total: 114.6463; Orientation: 0.0294; Line Search: 86.2135
Adding measurement 78c702e7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.242e+01, gradient 3.560e-04, dot -0.384; [16813849-2f31-43c0-b11d-10de81b0fb79 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.9907208494842052, 4.916493168100715, 7.277633732184768, 8.940621637739241
LBFGS Accumulation History: 3 points
Removed measurement 78c702e7 to history. Total: 3
th(0)=-0.9907208494842052;dx=-6.90199959598558E-8
New Minimum: -0.9907208494842052 > -1.01822599908337
END: th(754052.1415111597)=-1.01822599908337; dx=-8.088947782975857E-9 evalInputDelta=0.027505149599164724
Fitness changed from -0.9907208494842052 to -1.01822599908337
Iteration 13 complete. Error: -1.01822599908337 Total: 86.2844; Orientation: 0.0278; Line Search: 57.1216
Adding measurement 7bdbd48f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.189e+02, gradient 3.331e-04, dot -0.244; [16813849-2f31-43c0-b11d-10de81b0fb79 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.01822599908337, 4.916493168100715, 7.277633732184768, 8.940621637739241
LBFGS Accumulation History: 3 points
Removed measurement 7bdbd48f to history. Total: 3
th(0)=-1.01822599908337;dx=-6.814155834245263E-8
Armijo: th(1624556.0917644736)=-0.060666234232485294; dx=6.821844087592843E-8 evalInputDelta=-0.9575597648508847
Armijo: th(812278.0458822368)=-0.8621557815931737; dx=2.100696812101625E-8 evalInputDelta=-0.15607021749019623
New Minimum: -1.01822599908337 > -1.0633039637468755
END: th(270759.3486274123)=-1.0633039637468755; dx=-3.02504662117079E-8 evalInputDelta=0.045077964663505554
Fitness changed from -1.01822599908337 to -1.0633039637468755
Iteration 14 complete. Error: -1.0633039637468755 Total: 143.4813; Orientation: 0.0286; Line Search: 114.7732
Adding measurement 2d021bcb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.595e+01, gradient 3.355e-04, dot -0.373; [16813849-2f31-43c0-b11d-10de81b0fb79 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0633039637468755, 4.916493168100715, 7.277633732184768, 8.940621637739241
LBFGS Accumulation History: 3 points
Removed measurement 2d021bcb to history. Total: 3
th(0)=-1.0633039637468755;dx=-4.3160520372863934E-8
Armijo: th(583333.3333333337)=-0.9353067791089416; dx=1.2650157305548418E-8 evalInputDelta=-0.12799718463793397
Armijo: th(291666.66666666686)=-1.0501823364757001; dx=-1.950015526719305E-8 evalInputDelta=-0.013121627271175385
New Minimum: -1.0633039637468755 > -1.0734082153066993
END: th(97222.22222222229)=-1.0734082153066993; dx=-3.0862361981693155E-8 evalInputDelta=0.010104251559823751
Fitness changed from -1.0633039637468755 to -1.0734082153066993
Iteration 15 complete. Error: -1.0734082153066993 Total: 142.7241; Orientation: 0.0293; Line Search: 114.4994
Adding measurement 3d845a3b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.149e+01, gradient 3.036e-04, dot -0.301; [16813849-2f31-43c0-b11d-10de81b0fb79 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0734082153066993, 4.916493168100715, 7.277633732184768, 8.940621637739241
LBFGS Accumulation History: 3 points
Removed measurement 3d845a3b to history. Total: 3
th(0)=-1.0734082153066993;dx=-4.1664922029432136E-8
New Minimum: -1.0734082153066993 > -1.091775231063366
END: th(209458.92819754442)=-1.091775231063366; dx=-2.5445075646284836E-8 evalInputDelta=0.01836701575666666
Fitness changed from -1.0734082153066993 to -1.091775231063366
Iteration 16 complete. Error: -1.091775231063366 Total: 86.3825; Orientation: 0.0278; Line Search: 57.8019
Adding measurement 6ff1c1ab to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.858e+01, gradient 3.122e-04, dot -0.330; [16813849-2f31-43c0-b11d-10de81b0fb79 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.091775231063366, 4.916493168100715, 7.277633732184768, 8.940621637739241
LBFGS Accumulation History: 3 points
Removed measurement 6ff1c1ab to history. Total: 3
th(0)=-1.091775231063366;dx=-4.700135466413361E-8
Armijo: th(451265.5810456872)=-1.0782769094221294; dx=-8.296354625952819E-9 evalInputDelta=-0.013498321641236544
New Minimum: -1.091775231063366 > -1.104680111631751
END: th(225632.7905228436)=-1.104680111631751; dx=-1.908572917590571E-8 evalInputDelta=0.012904880568385124
Fitness changed from -1.091775231063366 to -1.104680111631751
Iteration 17 complete. Error: -1.104680111631751 Total: 114.5548; Orientation: 0.0282; Line Search: 86.0134
Adding measurement 642b8510 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.017e+02, gradient 3.012e-04, dot -0.247; [16813849-2f31-43c0-b11d-10de81b0fb79 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.104680111631751, 4.916493168100715, 7.277633732184768, 8.940621637739241
LBFGS Accumulation History: 3 points
Removed measurement 642b8510 to history. Total: 3
th(0)=-1.104680111631751;dx=-2.8671574492343668E-8
Armijo: th(486111.11111111153)=-1.05780130578205; dx=-1.0721418520498103E-8 evalInputDelta=-0.046878805849701166
Armijo: th(243055.55555555577)=-1.1039229780435562; dx=-1.471390506594017E-8 evalInputDelta=-7.571335881948471E-4
New Minimum: -1.104680111631751 > -1.1100828777998686
WOLFE (weak): th(81018.51851851858)=-1.1100828777998686; dx=-3.337243411265226E-8 evalInputDelta=0.005402766168117523
END: th(162037.03703703717)=-1.1095384107902646; dx=-1.629501854705495E-8 evalInputDelta=0.004858299158513546
Fitness changed from -1.104680111631751 to -1.1100828777998686
Iteration 18 complete. Error: -1.1100828777998686 Total: 171.2373; Orientation: 0.0288; Line Search: 142.6503
Adding measurement 24e0e620 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.307e+01, gradient 2.801e-04, dot -0.581; [16813849-2f31-43c0-b11d-10de81b0fb79 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1100828777998686, 4.916493168100715, 7.277633732184768, 8.940621637739241
LBFGS Accumulation History: 3 points
Removed measurement 24e0e620 to history. Total: 3
th(0)=-1.1100828777998686;dx=-3.606646180129104E-8
New Minimum: -1.1100828777998686 > -1.1122726630419493
WOLF (strong): th(349098.21366257407)=-1.1122726630419493; dx=2.8479875682433702E-9 evalInputDelta=0.0021897852420806885
New Minimum: -1.1122726630419493 > -1.1185024064034224
END: th(174549.10683128703)=-1.1185024064034224; dx=-1.7221554084734222E-8 evalInputDelta=0.008419528603553772
Fitness changed from -1.1100828777998686 to -1.1185024064034224
Iteration 19 complete. Error: -1.1185024064034224 Total: 114.3997; Orientation: 0.0281; Line Search: 85.0300
Adding measurement 63d68dd8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.267e+01, gradient 2.981e-04, dot -0.384; [16813849-2f31-43c0-b11d-10de81b0fb79 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1185024064034224, 4.916493168100715, 7.277633732184768, 8.940621637739241
LBFGS Accumulation History: 3 points
Removed measurement 63d68dd8 to history. Total: 3
th(0)=-1.1185024064034224;dx=-2.6659309455268506E-8
Armijo: th(376054.6508714061)=-1.0908226501196623; dx=-1.638763179683167E-8 evalInputDelta=-0.02767975628376007
Armijo: th(188027.32543570304)=-1.1162432585842907; dx=-1.2247177075431563E-8 evalInputDelta=-0.0022591478191316128
New Minimum: -1.1185024064034224 > -1.1209014309570193
END: th(62675.775145234344)=-1.1209014309570193; dx=-2.2221772841776534E-8 evalInputDelta=0.0023990245535969734
Fitness changed from -1.1185024064034224 to -1.1209014309570193
Iteration 20 complete. Error: -1.1209014309570193 Total: 143.0548; Orientation: 0.0302; Line Search: 113.8885
Final threshold in iteration 21: -1.1209014309570193 (> -Infinity) after 2548.920s (< 5400.000s)
