Reset training subject: 1580670240634300
Reset training subject: 1580688167602500
Adding measurement 3c8fe8ad to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=-28.921161845326424;dx=-2.1359126835111597E-5
New Minimum: -28.921161845326424 > -28.921168221781652
WOLFE (weak): th(2.154434690031884)=-28.921168221781652; dx=-2.132665962353288E-5 evalInputDelta=6.376455228718214E-6
New Minimum: -28.921168221781652 > -28.921174806853134
WOLFE (weak): th(4.308869380063768)=-28.921174806853134; dx=-2.132815081419126E-5 evalInputDelta=1.2961526710597582E-5
New Minimum: -28.921174806853134 > -28.921201165765524
WOLFE (weak): th(12.926608140191302)=-28.921201165765524; dx=-2.1335283272977478E-5 evalInputDelta=3.93204391002655E-5
New Minimum: -28.921201165765524 > -28.921323023736477
WOLFE (weak): th(51.70643256076521)=-28.921323023736477; dx=-2.1397968787858568E-5 evalInputDelta=1.6117841005325317E-4
New Minimum: -28.921323023736477 > -28.921965265025694
WOLFE (weak): th(258.53216280382605)=-28.921965265025694; dx=-2.1496585003858102E-5 evalInputDelta=8.034196992703357E-4
New Minimum: -28.921965265025694 > -28.926121798654396
WOLFE (weak): th(1551.1929768229563)=-28.926121798654396; dx=-2.289030321487261E-5 evalInputDelta=0.0049599533279724994
New Minimum: -28.926121798654396 > -28.95144474754731
END: th(10858.350837760694)=-28.95144474754731; dx=-1.7216176540417555E-5 evalInputDelta=0.030282902220886143
Fitness changed from -28.921161845326424 to -28.95144474754731
Iteration 1 complete. Error: -28.95144474754731 Total: 194.7158; Orientation: 0.0281; Line Search: 141.9876
Iteration 1
Adding measurement 2adc1e84 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-28.95144474754731;dx=-1.600986691259838E-5
New Minimum: -28.95144474754731 > -28.99793143570423
END: th(23393.607721408407)=-28.99793143570423; dx=-1.356891468000075E-5 evalInputDelta=0.046486688156921474
Fitness changed from -28.95144474754731 to -28.99793143570423
Iteration 2 complete. Error: -28.99793143570423 Total: 54.0436; Orientation: 0.0276; Line Search: 36.2188
Iteration 2
Adding measurement 39a865c1 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-28.99793143570423;dx=-1.2935534940588505E-5
New Minimum: -28.99793143570423 > -29.082631786664326
END: th(50400.00000000001)=-29.082631786664326; dx=-1.082544964285535E-5 evalInputDelta=0.08470035096009454
Fitness changed from -28.99793143570423 to -29.082631786664326
Iteration 3 complete. Error: -29.082631786664326 Total: 52.9670; Orientation: 0.0279; Line Search: 35.0928
Iteration 3
Adding measurement 7ac1b6c0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.904e+03, gradient 3.242e-03, dot -0.989; [bc0eb301-4d46-4771-be7c-b38b054a2f76 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -28.921161845326424, -28.95144474754731, -28.99793143570423, -29.082631786664326
LBFGS Accumulation History: 3 points
Removed measurement 3c8fe8ad to history. Total: 4
th(0)=-29.082631786664326;dx=-1.050870269979398E-5
New Minimum: -29.082631786664326 > -29.221190852423508
END: th(108583.50837760697)=-29.221190852423508; dx=-7.916953109232063E-6 evalInputDelta=0.13855906575918198
Fitness changed from -29.082631786664326 to -29.221190852423508
Iteration 4 complete. Error: -29.221190852423508 Total: 54.1371; Orientation: 0.7994; Line Search: 35.5243
Iteration 4
Adding measurement 4e61a863 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.204e+03, gradient 2.785e-03, dot -0.975; [bc0eb301-4d46-4771-be7c-b38b054a2f76 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -28.95144474754731, -28.99793143570423, -29.082631786664326, -29.221190852423508
LBFGS Accumulation History: 3 points
Removed measurement 2adc1e84 to history. Total: 4
th(0)=-29.221190852423508;dx=-7.75681022100209E-6
New Minimum: -29.221190852423508 > -29.414691696564358
END: th(233936.07721408413)=-29.414691696564358; dx=-5.193802078375635E-6 evalInputDelta=0.1935008441408499
Fitness changed from -29.221190852423508 to -29.414691696564358
Iteration 5 complete. Error: -29.414691696564358 Total: 53.4926; Orientation: 0.7978; Line Search: 35.0017
Iteration 5
Adding measurement 5cb8580 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.838e+03, gradient 2.308e-03, dot -0.955; [bc0eb301-4d46-4771-be7c-b38b054a2f76 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -28.99793143570423, -29.082631786664326, -29.221190852423508, -29.414691696564358
LBFGS Accumulation History: 3 points
Removed measurement 39a865c1 to history. Total: 4
th(0)=-29.414691696564358;dx=-5.328825197826269E-6
New Minimum: -29.414691696564358 > -29.65263556440671
END: th(504000.0000000002)=-29.65263556440671; dx=-3.067729636055314E-6 evalInputDelta=0.237943867842354
Fitness changed from -29.414691696564358 to -29.65263556440671
Iteration 6 complete. Error: -29.65263556440671 Total: 54.8404; Orientation: 0.8030; Line Search: 35.5248
Adding measurement 611a2d82 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.066e+03, gradient 2.691e-03, dot -0.689; [bc0eb301-4d46-4771-be7c-b38b054a2f76 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -29.082631786664326, -29.221190852423508, -29.414691696564358, -29.65263556440671
LBFGS Accumulation History: 3 points
Removed measurement 7ac1b6c0 to history. Total: 4
th(0)=-29.65263556440671;dx=-7.243688259165523E-6
New Minimum: -29.65263556440671 > -29.882685864965122
END: th(1085835.0837760698)=-29.882685864965122; dx=-1.4587170731122311E-6 evalInputDelta=0.23005030055841047
Fitness changed from -29.65263556440671 to -29.882685864965122
Iteration 7 complete. Error: -29.882685864965122 Total: 54.0954; Orientation: 0.8016; Line Search: 35.4964
Adding measurement 722b3ba2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.580e+03, gradient 2.447e-03, dot -0.689; [bc0eb301-4d46-4771-be7c-b38b054a2f76 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -29.221190852423508, -29.414691696564358, -29.65263556440671, -29.882685864965122
LBFGS Accumulation History: 3 points
Removed measurement 4e61a863 to history. Total: 4
th(0)=-29.882685864965122;dx=-5.987778055826802E-6
New Minimum: -29.882685864965122 > -30.01255763322115
END: th(2339360.7721408415)=-30.01255763322115; dx=-3.066673008943102E-7 evalInputDelta=0.1298717682560273
Fitness changed from -29.882685864965122 to -30.01255763322115
Iteration 8 complete. Error: -30.01255763322115 Total: 54.4957; Orientation: 0.7981; Line Search: 35.9546
Adding measurement 2d4a0671 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.007e+03, gradient 2.116e-03, dot -0.711; [bc0eb301-4d46-4771-be7c-b38b054a2f76 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -29.414691696564358, -29.65263556440671, -29.882685864965122, -30.01255763322115
LBFGS Accumulation History: 3 points
Removed measurement 5cb8580 to history. Total: 4
th(0)=-30.01255763322115;dx=-4.479036992715654E-6
Armijo: th(5040000.000000002)=-29.79238939533631; dx=5.644124377640506E-7 evalInputDelta=-0.2201682378848382
New Minimum: -30.01255763322115 > -30.34562388807535
END: th(2520000.000000001)=-30.34562388807535; dx=-4.002278996810912E-7 evalInputDelta=0.33306625485420227
Fitness changed from -30.01255763322115 to -30.34562388807535
Iteration 9 complete. Error: -30.34562388807535 Total: 72.2528; Orientation: 0.7975; Line Search: 53.6766
Adding measurement 74619273 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.279e+03, gradient 2.412e-03, dot -0.628; [bc0eb301-4d46-4771-be7c-b38b054a2f76 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -29.65263556440671, -29.882685864965122, -30.01255763322115, -30.34562388807535
LBFGS Accumulation History: 3 points
Removed measurement 611a2d82 to history. Total: 4
th(0)=-30.34562388807535;dx=-5.818448853584154E-6
Armijo: th(5429175.418880349)=-29.804670937359333; dx=1.3173757725068068E-6 evalInputDelta=-0.5409529507160187
New Minimum: -30.34562388807535 > -30.46451419343551
WOLF (strong): th(2714587.7094401745)=-30.46451419343551; dx=1.9165883065235023E-7 evalInputDelta=0.1188903053601571
New Minimum: -30.46451419343551 > -30.540272521475952
END: th(904862.5698133915)=-30.540272521475952; dx=-9.246296713233726E-7 evalInputDelta=0.19464863340060035
Fitness changed from -30.34562388807535 to -30.540272521475952
Iteration 10 complete. Error: -30.540272521475952 Total: 90.3656; Orientation: 0.7946; Line Search: 71.7087
Iteration 10
Adding measurement 131777e8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.523e+03, gradient 1.705e-03, dot -0.733; [bc0eb301-4d46-4771-be7c-b38b054a2f76 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -29.882685864965122, -30.01255763322115, -30.34562388807535, -30.540272521475952
LBFGS Accumulation History: 3 points
Removed measurement 722b3ba2 to history. Total: 4
th(0)=-30.540272521475952;dx=-2.9074170209182703E-6
New Minimum: -30.540272521475952 > -30.66004836310943
END: th(1949467.3101173681)=-30.66004836310943; dx=-3.006855342350743E-7 evalInputDelta=0.11977584163347643
Fitness changed from -30.540272521475952 to -30.66004836310943
Iteration 11 complete. Error: -30.66004836310943 Total: 54.0296; Orientation: 0.8217; Line Search: 35.4451
Adding measurement 54b2d002 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.646e+03, gradient 1.664e-03, dot -0.664; [bc0eb301-4d46-4771-be7c-b38b054a2f76 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -30.01255763322115, -30.34562388807535, -30.540272521475952, -30.66004836310943
LBFGS Accumulation History: 3 points
Removed measurement 2d4a0671 to history. Total: 4
th(0)=-30.66004836310943;dx=-2.7705188145465953E-6
Armijo: th(4200000.000000002)=-30.561048542459805; dx=3.7448588035674476E-7 evalInputDelta=-0.09899982064962387
New Minimum: -30.66004836310943 > -30.827242354551952
END: th(2100000.000000001)=-30.827242354551952; dx=-1.9922991871795988E-7 evalInputDelta=0.16719399144252378
Fitness changed from -30.66004836310943 to -30.827242354551952
Iteration 12 complete. Error: -30.827242354551952 Total: 72.2430; Orientation: 0.8011; Line Search: 53.8120
Adding measurement 1ea96ff2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.643e+03, gradient 1.611e-03, dot -0.672; [bc0eb301-4d46-4771-be7c-b38b054a2f76 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -30.34562388807535, -30.540272521475952, -30.66004836310943, -30.827242354551952
LBFGS Accumulation History: 3 points
Removed measurement 74619273 to history. Total: 4
th(0)=-30.827242354551952;dx=-2.5952625048903243E-6
Armijo: th(4524312.849066958)=-30.630233177294333; dx=4.532363018079035E-7 evalInputDelta=-0.19700917725761968
New Minimum: -30.827242354551952 > -30.892001041521628
WOLF (strong): th(2262156.424533479)=-30.892001041521628; dx=1.4967523899743986E-7 evalInputDelta=0.06475868696967524
New Minimum: -30.892001041521628 > -30.954238526523113
END: th(754052.1415111596)=-30.954238526523113; dx=-7.087879382916404E-7 evalInputDelta=0.12699617197116098
Fitness changed from -30.827242354551952 to -30.954238526523113
Iteration 13 complete. Error: -30.954238526523113 Total: 89.7158; Orientation: 0.7961; Line Search: 71.2757
Adding measurement fb2c2f3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.714e+03, gradient 1.165e-03, dot -0.736; [bc0eb301-4d46-4771-be7c-b38b054a2f76 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -30.540272521475952, -30.66004836310943, -30.827242354551952, -30.954238526523113
LBFGS Accumulation History: 3 points
Removed measurement 131777e8 to history. Total: 4
th(0)=-30.954238526523113;dx=-1.3576302635785634E-6
New Minimum: -30.954238526523113 > -31.075081795454025
END: th(1624556.0917644734)=-31.075081795454025; dx=-4.645121837959471E-7 evalInputDelta=0.12084326893091202
Fitness changed from -30.954238526523113 to -31.075081795454025
Iteration 14 complete. Error: -31.075081795454025 Total: 54.1835; Orientation: 0.8049; Line Search: 35.6733
Adding measurement 51f4439e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.026e+03, gradient 1.250e-03, dot -0.671; [bc0eb301-4d46-4771-be7c-b38b054a2f76 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -30.66004836310943, -30.827242354551952, -30.954238526523113, -31.075081795454025
LBFGS Accumulation History: 3 points
Removed measurement 54b2d002 to history. Total: 4
th(0)=-31.075081795454025;dx=-1.5629813377385463E-6
Armijo: th(3500000.000000002)=-31.057492253681023; dx=1.235461422505786E-8 evalInputDelta=-0.017589541773002537
New Minimum: -31.075081795454025 > -31.13844541211923
END: th(1750000.000000001)=-31.13844541211923; dx=-1.3947296931822352E-7 evalInputDelta=0.06336361666520318
Fitness changed from -31.075081795454025 to -31.13844541211923
Iteration 15 complete. Error: -31.13844541211923 Total: 72.5348; Orientation: 0.8110; Line Search: 54.1531
Iteration 15
Adding measurement 4af0c50 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.919e+03, gradient 1.421e-03, dot -0.592; [bc0eb301-4d46-4771-be7c-b38b054a2f76 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -30.827242354551952, -30.954238526523113, -31.075081795454025, -31.13844541211923
LBFGS Accumulation History: 3 points
Removed measurement 1ea96ff2 to history. Total: 4
th(0)=-31.13844541211923;dx=-2.0200791150144136E-6
Armijo: th(3770260.707555799)=-31.068954904874165; dx=4.4428445341906845E-7 evalInputDelta=-0.06949050724506378
New Minimum: -31.13844541211923 > -31.22558068235715
WOLF (strong): th(1885130.3537778994)=-31.22558068235715; dx=2.504840178552576E-8 evalInputDelta=0.08713527023792267
END: th(628376.7845926331)=-31.22334075719118; dx=-6.725580909283354E-7 evalInputDelta=0.08489534507195273
Fitness changed from -31.13844541211923 to -31.22558068235715
Iteration 16 complete. Error: -31.22558068235715 Total: 89.6362; Orientation: 0.8089; Line Search: 70.9725
Adding measurement 3f6906f4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.963e+03, gradient 1.330e-03, dot -0.617; [bc0eb301-4d46-4771-be7c-b38b054a2f76 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -30.954238526523113, -31.075081795454025, -31.13844541211923, -31.22558068235715
LBFGS Accumulation History: 3 points
Removed measurement fb2c2f3 to history. Total: 4
th(0)=-31.22558068235715;dx=-1.7675758952621062E-6
New Minimum: -31.22558068235715 > -31.308437714974087
END: th(1353796.7431370614)=-31.308437714974087; dx=-6.094738799832517E-8 evalInputDelta=0.08285703261693556
Fitness changed from -31.22558068235715 to -31.308437714974087
Iteration 17 complete. Error: -31.308437714974087 Total: 53.9351; Orientation: 0.8095; Line Search: 35.5613
Adding measurement d677be9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.446e+03, gradient 1.378e-03, dot -0.589; [bc0eb301-4d46-4771-be7c-b38b054a2f76 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -31.075081795454025, -31.13844541211923, -31.22558068235715, -31.308437714974087
LBFGS Accumulation History: 3 points
Removed measurement 51f4439e to history. Total: 4
th(0)=-31.308437714974087;dx=-1.8989337851321517E-6
Armijo: th(2916666.666666669)=-31.161543985207874; dx=5.511615301876917E-7 evalInputDelta=-0.1468937297662123
New Minimum: -31.308437714974087 > -31.34898931781451
WOLF (strong): th(1458333.3333333344)=-31.34898931781451; dx=1.5031547214172746E-7 evalInputDelta=0.040551602840423584
New Minimum: -31.34898931781451 > -31.367982695500057
END: th(486111.1111111115)=-31.367982695500057; dx=-5.780311041756964E-7 evalInputDelta=0.05954498052597046
Fitness changed from -31.308437714974087 to -31.367982695500057
Iteration 18 complete. Error: -31.367982695500057 Total: 89.0571; Orientation: 0.8064; Line Search: 70.8012
Adding measurement 79e90571 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.659e+03, gradient 8.649e-04, dot -0.783; [bc0eb301-4d46-4771-be7c-b38b054a2f76 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -31.13844541211923, -31.22558068235715, -31.308437714974087, -31.367982695500057
LBFGS Accumulation History: 3 points
Removed measurement 4af0c50 to history. Total: 4
th(0)=-31.367982695500057;dx=-7.480603901092077E-7
New Minimum: -31.367982695500057 > -31.4273882334431
END: th(1047294.6409877221)=-31.4273882334431; dx=-4.5903794643225206E-7 evalInputDelta=0.05940553794304293
Fitness changed from -31.367982695500057 to -31.4273882334431
Iteration 19 complete. Error: -31.4273882334431 Total: 54.3150; Orientation: 0.8035; Line Search: 35.5702
Adding measurement 24b8a393 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.009e+03, gradient 8.733e-04, dot -0.797; [bc0eb301-4d46-4771-be7c-b38b054a2f76 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -31.22558068235715, -31.308437714974087, -31.367982695500057, -31.4273882334431
LBFGS Accumulation History: 3 points
Removed measurement 3f6906f4 to history. Total: 4
th(0)=-31.4273882334431;dx=-7.626660920908067E-7
New Minimum: -31.4273882334431 > -31.48601637283961
END: th(2256327.905228436)=-31.48601637283961; dx=-2.472817770322996E-7 evalInputDelta=0.0586281393965109
Fitness changed from -31.4273882334431 to -31.48601637283961
Iteration 20 complete. Error: -31.48601637283961 Total: 54.2328; Orientation: 0.7974; Line Search: 35.6112
Iteration 20
Final threshold in iteration 21: -31.48601637283961 (> -Infinity) after 1419.315s (< 3600.000s)