Reset training subject: 912618049872100
Reset training subject: 912618544813200
Adding measurement 4dc319d0 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=1.739213451743126;dx=-2.511439125023506E-6
New Minimum: 1.739213451743126 > 1.7392095178365707
WOLFE (weak): th(2.154434690031884)=1.7392095178365707; dx=-2.511529883217313E-6 evalInputDelta=3.933906555175781E-6
New Minimum: 1.7392095178365707 > 1.7392055541276932
WOLFE (weak): th(4.308869380063768)=1.7392055541276932; dx=-2.51153979052898E-6 evalInputDelta=7.897615432739258E-6
New Minimum: 1.7392055541276932 > 1.7391903698444366
WOLFE (weak): th(12.926608140191302)=1.7391903698444366; dx=-2.511751799341316E-6 evalInputDelta=2.308189868927002E-5
New Minimum: 1.7391903698444366 > 1.7391208410263062
WOLFE (weak): th(51.70643256076521)=1.7391208410263062; dx=-2.5112131618968105E-6 evalInputDelta=9.261071681976318E-5
New Minimum: 1.7391208410263062 > 1.7387501150369644
WOLFE (weak): th(258.53216280382605)=1.7387501150369644; dx=-2.511117409507575E-6 evalInputDelta=4.63336706161499E-4
New Minimum: 1.7387501150369644 > 1.7364367544651031
WOLFE (weak): th(1551.1929768229563)=1.7364367544651031; dx=-2.4996823962816512E-6 evalInputDelta=0.002776697278022766
New Minimum: 1.7364367544651031 > 1.719964250922203
WOLFE (weak): th(10858.350837760694)=1.719964250922203; dx=-2.4297184545608506E-6 evalInputDelta=0.01924920082092285
New Minimum: 1.719964250922203 > 1.6031497418880463
END: th(86866.80670208555)=1.6031497418880463; dx=-1.73433696683339E-6 evalInputDelta=0.13606370985507965
Fitness changed from 1.739213451743126 to 1.6031497418880463
Iteration 1 complete. Error: 1.6031497418880463 Total: 5.9427; Orientation: 0.0035; Line Search: 4.5271
Iteration 1
Adding measurement 5613eb98 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=1.6031497418880463;dx=-2.9572931060540545E-6
New Minimum: 1.6031497418880463 > 1.326168641448021
END: th(187148.86177126726)=1.326168641448021; dx=-1.2083030037167397E-6 evalInputDelta=0.27698110044002533
Fitness changed from 1.6031497418880463 to 1.326168641448021
Iteration 2 complete. Error: 1.326168641448021 Total: 1.4115; Orientation: 0.0037; Line Search: 0.9368
Iteration 2
Adding measurement 4f6056ed to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=1.326168641448021;dx=-1.8797799397094352E-6
New Minimum: 1.326168641448021 > 0.9946229755878448
END: th(403200.00000000006)=0.9946229755878448; dx=-5.625530042537008E-7 evalInputDelta=0.3315456658601761
Fitness changed from 1.326168641448021 to 0.9946229755878448
Iteration 3 complete. Error: 0.9946229755878448 Total: 1.3917; Orientation: 0.0036; Line Search: 0.9246
Iteration 3
Adding measurement 3893c26d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.518e+02, gradient 8.389e-04, dot -0.906; [c0e525db-acdb-47d6-93d3-723b7a89bbb2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.739213451743126, 1.6031497418880463, 1.326168641448021, 0.9946229755878448
LBFGS Accumulation History: 3 points
Removed measurement 4dc319d0 to history. Total: 4
th(0)=0.9946229755878448;dx=-7.038276298596871E-7
New Minimum: 0.9946229755878448 > 0.7208772301673889
END: th(868668.0670208557)=0.7208772301673889; dx=-2.452730412190226E-7 evalInputDelta=0.27374574542045593
Fitness changed from 0.9946229755878448 to 0.7208772301673889
Iteration 4 complete. Error: 0.7208772301673889 Total: 1.5094; Orientation: 0.1049; Line Search: 0.9431
Iteration 4
Adding measurement 1be9ac7a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.055e+03, gradient 5.785e-04, dot -0.884; [c0e525db-acdb-47d6-93d3-723b7a89bbb2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.6031497418880463, 1.326168641448021, 0.9946229755878448, 0.7208772301673889
LBFGS Accumulation History: 3 points
Removed measurement 5613eb98 to history. Total: 4
th(0)=0.7208772301673889;dx=-3.3460958780098155E-7
New Minimum: 0.7208772301673889 > 0.45551797747612
END: th(1871488.617712673)=0.45551797747612; dx=-1.1317252604673069E-7 evalInputDelta=0.2653592526912689
Fitness changed from 0.7208772301673889 to 0.45551797747612
Iteration 5 complete. Error: 0.45551797747612 Total: 1.5239; Orientation: 0.1041; Line Search: 0.9468
Iteration 5
Adding measurement 3d3d9165 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.601e+03, gradient 4.346e-04, dot -0.841; [c0e525db-acdb-47d6-93d3-723b7a89bbb2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.326168641448021, 0.9946229755878448, 0.7208772301673889, 0.45551797747612
LBFGS Accumulation History: 3 points
Removed measurement 4f6056ed to history. Total: 4
th(0)=0.45551797747612;dx=-1.8888136939136482E-7
New Minimum: 0.45551797747612 > 0.21441739797592163
END: th(4032000.0000000014)=0.21441739797592163; dx=-4.346609299592341E-8 evalInputDelta=0.24110057950019836
Fitness changed from 0.45551797747612 to 0.21441739797592163
Iteration 6 complete. Error: 0.21441739797592163 Total: 1.5058; Orientation: 0.1054; Line Search: 0.9336
Adding measurement 3b7b080a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.984e+03, gradient 3.409e-04, dot -0.787; [c0e525db-acdb-47d6-93d3-723b7a89bbb2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.9946229755878448, 0.7208772301673889, 0.45551797747612, 0.21441739797592163
LBFGS Accumulation History: 3 points
Removed measurement 3893c26d to history. Total: 4
th(0)=0.21441739797592163;dx=-1.1619273044937017E-7
New Minimum: 0.21441739797592163 > 0.05775177478790283
END: th(8686680.670208558)=0.05775177478790283; dx=-5.359313813407685E-9 evalInputDelta=0.1566656231880188
Fitness changed from 0.21441739797592163 to 0.05775177478790283
Iteration 7 complete. Error: 0.05775177478790283 Total: 1.8946; Orientation: 0.1057; Line Search: 0.9543
Adding measurement 71e9be99 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.119e+03, gradient 2.807e-04, dot -0.760; [c0e525db-acdb-47d6-93d3-723b7a89bbb2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.7208772301673889, 0.45551797747612, 0.21441739797592163, 0.05775177478790283
LBFGS Accumulation History: 3 points
Removed measurement 1be9ac7a to history. Total: 4
th(0)=0.05775177478790283;dx=-7.876469882776097E-8
Armijo: th(1.871488617712673E7)=0.1005101203918457; dx=9.998076282480042E-9 evalInputDelta=-0.04275834560394287
New Minimum: 0.05775177478790283 > -0.062033504247665405
END: th(9357443.088563366)=-0.062033504247665405; dx=-5.324545448161012E-9 evalInputDelta=0.11978527903556824
Fitness changed from 0.05775177478790283 to -0.062033504247665405
Iteration 8 complete. Error: -0.062033504247665405 Total: 2.0280; Orientation: 0.1057; Line Search: 1.4629
Adding measurement 1ec56bbb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.761e+03, gradient 1.886e-04, dot -0.819; [c0e525db-acdb-47d6-93d3-723b7a89bbb2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.45551797747612, 0.21441739797592163, 0.05775177478790283, -0.062033504247665405
LBFGS Accumulation History: 3 points
Removed measurement 3d3d9165 to history. Total: 4
th(0)=-0.062033504247665405;dx=-3.557725863209865E-8
New Minimum: -0.062033504247665405 > -0.08405038714408875
WOLF (strong): th(2.0160000000000007E7)=-0.08405038714408875; dx=1.8473425551265477E-9 evalInputDelta=0.02201688289642334
New Minimum: -0.08405038714408875 > -0.15925154089927673
END: th(1.0080000000000004E7)=-0.15925154089927673; dx=-7.692031270204783E-9 evalInputDelta=0.09721803665161133
Fitness changed from -0.062033504247665405 to -0.15925154089927673
Iteration 9 complete. Error: -0.15925154089927673 Total: 2.0033; Orientation: 0.1064; Line Search: 1.4224
Adding measurement 636e4fd6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.053e+03, gradient 1.440e-04, dot -0.794; [c0e525db-acdb-47d6-93d3-723b7a89bbb2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.21441739797592163, 0.05775177478790283, -0.062033504247665405, -0.15925154089927673
LBFGS Accumulation History: 3 points
Removed measurement 3b7b080a to history. Total: 4
th(0)=-0.15925154089927673;dx=-2.0721927220471293E-8
Armijo: th(2.1716701675521396E7)=-0.14184945821762085; dx=3.8752544903540815E-9 evalInputDelta=-0.017402082681655884
New Minimum: -0.15925154089927673 > -0.2207566201686859
END: th(1.0858350837760698E7)=-0.2207566201686859; dx=-3.9409059728654924E-9 evalInputDelta=0.06150507926940918
Fitness changed from -0.15925154089927673 to -0.2207566201686859
Iteration 10 complete. Error: -0.2207566201686859 Total: 1.9739; Orientation: 0.1080; Line Search: 1.4093
Iteration 10
Adding measurement 5808531e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.775e+03, gradient 1.349e-04, dot -0.705; [c0e525db-acdb-47d6-93d3-723b7a89bbb2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.05775177478790283, -0.062033504247665405, -0.15925154089927673, -0.2207566201686859
LBFGS Accumulation History: 3 points
Removed measurement 71e9be99 to history. Total: 4
th(0)=-0.2207566201686859;dx=-1.8211142986127866E-8
Armijo: th(2.3393607721408416E7)=-0.16907581686973572; dx=3.974269328944286E-9 evalInputDelta=-0.051680803298950195
New Minimum: -0.2207566201686859 > -0.2519194185733795
WOLF (strong): th(1.1696803860704208E7)=-0.2519194185733795; dx=2.3692679326113935E-10 evalInputDelta=0.031162798404693604
New Minimum: -0.2519194185733795 > -0.25810742378234863
END: th(3898934.620234736)=-0.25810742378234863; dx=-8.531155851195716E-9 evalInputDelta=0.03735080361366272
Fitness changed from -0.2207566201686859 to -0.25810742378234863
Iteration 11 complete. Error: -0.25810742378234863 Total: 2.4446; Orientation: 0.1064; Line Search: 1.8811
Adding measurement 2dd2dedd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.413e+03, gradient 9.662e-05, dot -0.883; [c0e525db-acdb-47d6-93d3-723b7a89bbb2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.062033504247665405, -0.15925154089927673, -0.2207566201686859, -0.25810742378234863
LBFGS Accumulation History: 3 points
Removed measurement 1ec56bbb to history. Total: 4
th(0)=-0.25810742378234863;dx=-9.334601168740503E-9
New Minimum: -0.25810742378234863 > -0.29075920581817627
END: th(8400000.000000004)=-0.29075920581817627; dx=-4.556324347236547E-9 evalInputDelta=0.03265178203582764
Fitness changed from -0.25810742378234863 to -0.29075920581817627
Iteration 12 complete. Error: -0.29075920581817627 Total: 1.9678; Orientation: 0.1088; Line Search: 1.3987
Adding measurement 27a3696f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.053e+03, gradient 8.740e-05, dot -0.809; [c0e525db-acdb-47d6-93d3-723b7a89bbb2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.15925154089927673, -0.2207566201686859, -0.25810742378234863, -0.29075920581817627
LBFGS Accumulation History: 3 points
Removed measurement 636e4fd6 to history. Total: 4
th(0)=-0.29075920581817627;dx=-7.63855065130152E-9
New Minimum: -0.29075920581817627 > -0.3052493631839752
END: th(1.809725139626783E7)=-0.3052493631839752; dx=-4.135797937488336E-10 evalInputDelta=0.01449015736579895
Fitness changed from -0.29075920581817627 to -0.3052493631839752
Iteration 13 complete. Error: -0.3052493631839752 Total: 1.5363; Orientation: 0.1123; Line Search: 0.9493
Adding measurement 2003343b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.702e+03, gradient 1.213e-04, dot -0.555; [c0e525db-acdb-47d6-93d3-723b7a89bbb2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.2207566201686859, -0.25810742378234863, -0.29075920581817627, -0.3052493631839752
LBFGS Accumulation History: 3 points
Removed measurement 5808531e to history. Total: 4
th(0)=-0.3052493631839752;dx=-1.4703012201331385E-8
Armijo: th(3.898934620234736E7)=0.04394131898880005; dx=1.1850548968044506E-8 evalInputDelta=-0.34919068217277527
Armijo: th(1.949467310117368E7)=-0.23001012206077576; dx=9.501504397490336E-9 evalInputDelta=-0.07523924112319946
New Minimum: -0.3052493631839752 > -0.3369821310043335
END: th(6498224.367057893)=-0.3369821310043335; dx=-1.0836241863421766E-9 evalInputDelta=0.031732767820358276
Fitness changed from -0.3052493631839752 to -0.3369821310043335
Iteration 14 complete. Error: -0.3369821310043335 Total: 2.4660; Orientation: 0.1063; Line Search: 1.9034
Adding measurement 2546d1f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.115e+03, gradient 8.872e-05, dot -0.618; [c0e525db-acdb-47d6-93d3-723b7a89bbb2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.25810742378234863, -0.29075920581817627, -0.3052493631839752, -0.3369821310043335
LBFGS Accumulation History: 3 points
Removed measurement 2dd2dedd to history. Total: 4
th(0)=-0.3369821310043335;dx=-7.870827594795675E-9
New Minimum: -0.3369821310043335 > -0.341465026140213
WOLF (strong): th(1.4000000000000007E7)=-0.341465026140213; dx=2.294338447270766E-9 evalInputDelta=0.004482895135879517
New Minimum: -0.341465026140213 > -0.3551652729511261
END: th(7000000.000000004)=-0.3551652729511261; dx=-1.0011238559611436E-9 evalInputDelta=0.018183141946792603
Fitness changed from -0.3369821310043335 to -0.3551652729511261
Iteration 15 complete. Error: -0.3551652729511261 Total: 1.9889; Orientation: 0.1061; Line Search: 1.4196
Iteration 15
Final threshold in iteration 16: -0.3551652729511261 (> -Infinity) after 31.596s (< 1800.000s)