Reset training subject: 852112757395400
Reset training subject: 852131206578900
Adding measurement 2f9addd4 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=-1.3612846285104752;dx=-1.2723181611621147E-8
Armijo: th(2.154434690031884)=-1.3612846285104752; dx=-1.2723181908106899E-8 evalInputDelta=0.0
New Minimum: -1.3612846285104752 > -1.3612846434116364
WOLFE (weak): th(1.077217345015942)=-1.3612846434116364; dx=-1.2723177461718529E-8 evalInputDelta=1.4901161193847656E-8
WOLFE (weak): th(1.6158260175239127)=-1.3612846434116364; dx=-1.2723177530185299E-8 evalInputDelta=1.4901161193847656E-8
Armijo: th(1.8851303537778983)=-1.3612846285104752; dx=-1.2723174788269636E-8 evalInputDelta=0.0
Armijo: th(1.7504781856509055)=-1.3612846285104752; dx=-1.2723177548375939E-8 evalInputDelta=0.0
WOLFE (weak): th(1.6831521015874091)=-1.3612846434116364; dx=-1.2723177541804098E-8 evalInputDelta=1.4901161193847656E-8
Armijo: th(1.7168151436191574)=-1.3612846285104752; dx=-1.2723177544889879E-8 evalInputDelta=0.0
Armijo: th(1.6999836226032832)=-1.3612846285104752; dx=-1.2723177537859413E-8 evalInputDelta=0.0
WOLFE (weak): th(1.6915678620953463)=-1.3612846434116364; dx=-1.2723177540039665E-8 evalInputDelta=1.4901161193847656E-8
Armijo: th(1.6957757423493147)=-1.3612846285104752; dx=-1.2723177538709701E-8 evalInputDelta=0.0
Armijo: th(1.6936718022223305)=-1.3612846285104752; dx=-1.2723177540086762E-8 evalInputDelta=0.0
Armijo: th(1.6926198321588384)=-1.3612846285104752; dx=-1.272317753959646E-8 evalInputDelta=0.0
Armijo: th(1.6920938471270923)=-1.3612846285104752; dx=-1.2723177539997587E-8 evalInputDelta=0.0
Armijo: th(1.6918308546112193)=-1.3612846285104752; dx=-1.272317753983489E-8 evalInputDelta=0.0
Armijo: th(1.691699358353283)=-1.3612846285104752; dx=-1.272317753976487E-8 evalInputDelta=0.0
Armijo: th(1.6916336102243146)=-1.3612846285104752; dx=-1.272317753976487E-8 evalInputDelta=0.0
Armijo: th(1.6916007361598304)=-1.3612846285104752; dx=-1.2723177540163819E-8 evalInputDelta=0.0
WOLFE (weak): th(1.6915842991275882)=-1.3612846434116364; dx=-1.2723177540039665E-8 evalInputDelta=1.4901161193847656E-8
mu ~= nu (1.6915842991275882): th(1.077217345015942)=-1.3612846434116364
Fitness changed from -1.3612846285104752 to -1.3612846434116364
Iteration 1 complete. Error: -1.3612846434116364 Total: 421.6691; Orientation: 0.0666; Line Search: 366.9134
Iteration 1
Adding measurement 4a520f05 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-1.3612846434116364;dx=-1.2723173822550929E-8
New Minimum: -1.3612846434116364 > -1.3612846955657005
WOLFE (weak): th(3.6444256014099787)=-1.3612846955657005; dx=-1.2723170997109024E-8 evalInputDelta=5.21540641784668E-8
New Minimum: -1.3612846955657005 > -1.3612847328186035
WOLFE (weak): th(7.2888512028199575)=-1.3612847328186035; dx=-1.2723182878537343E-8 evalInputDelta=8.940696716308594E-8
New Minimum: -1.3612847328186035 > -1.3612848967313766
WOLFE (weak): th(21.866553608459874)=-1.3612848967313766; dx=-1.2723172516751067E-8 evalInputDelta=2.5331974029541016E-7
New Minimum: -1.3612848967313766 > -1.36128568649292
WOLFE (weak): th(87.4662144338395)=-1.36128568649292; dx=-1.2723206098831472E-8 evalInputDelta=1.043081283569336E-6
New Minimum: -1.36128568649292 > -1.361289992928505
WOLFE (weak): th(437.33107216919745)=-1.361289992928505; dx=-1.2723278218925294E-8 evalInputDelta=5.349516868591309E-6
New Minimum: -1.361289992928505 > -1.3613168075680733
WOLFE (weak): th(2623.986433015185)=-1.3613168075680733; dx=-1.2723746210043935E-8 evalInputDelta=3.2164156436920166E-5
New Minimum: -1.3613168075680733 > -1.3615099042654037
WOLFE (weak): th(18367.905031106297)=-1.3615099042654037; dx=-1.2726975599164601E-8 evalInputDelta=2.2526085376739502E-4
New Minimum: -1.3615099042654037 > -1.3630878776311874
WOLFE (weak): th(146943.24024885037)=-1.3630878776311874; dx=-1.2734585684021438E-8 evalInputDelta=0.0018032342195510864
New Minimum: -1.3630878776311874 > -1.3776165843009949
WOLFE (weak): th(1322489.1622396533)=-1.3776165843009949; dx=-1.2834359724619232E-8 evalInputDelta=0.01633194088935852
New Minimum: -1.3776165843009949 > -1.5319342613220215
WOLFE (weak): th(1.3224891622396532E7)=-1.5319342613220215; dx=-1.3377926895759214E-8 evalInputDelta=0.17064961791038513
New Minimum: -1.5319342613220215 > -2.923157662153244
END: th(1.4547380784636185E8)=-2.923157662153244; dx=-6.991411356092926E-9 evalInputDelta=1.5618730187416077
Fitness changed from -1.3612846434116364 to -2.923157662153244
Iteration 2 complete. Error: -2.923157662153244 Total: 239.4652; Orientation: 0.0682; Line Search: 220.9821
Iteration 2
Adding measurement 11c3d22f to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-2.923157662153244;dx=-8.729442778774872E-9
New Minimum: -2.923157662153244 > -4.045088738203049
END: th(3.1341381811523443E8)=-4.045088738203049; dx=-2.1750898755023366E-9 evalInputDelta=1.1219310760498047
Fitness changed from -2.923157662153244 to -4.045088738203049
Iteration 3 complete. Error: -4.045088738203049 Total: 55.1618; Orientation: 0.0729; Line Search: 36.7304
Iteration 3
Adding measurement 26c59348 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.026e+05, gradient 5.778e-05, dot -0.109; [c56c99d5-03a8-4251-9a6c-d3001bad9461 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.3612846285104752, -1.3612846434116364, -2.923157662153244, -4.045088738203049
LBFGS Accumulation History: 3 points
Removed measurement 2f9addd4 to history. Total: 4
th(0)=-4.045088738203049;dx=-3.339005909729142E-9
New Minimum: -4.045088738203049 > -4.695693254470825
END: th(6.752296020828043E8)=-4.695693254470825; dx=-6.307228469310463E-10 evalInputDelta=0.6506045162677765
Fitness changed from -4.045088738203049 to -4.695693254470825
Iteration 4 complete. Error: -4.695693254470825 Total: 57.3653; Orientation: 1.8472; Line Search: 37.1173
Iteration 4
Adding measurement e36bc01 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.076e+04, gradient 3.918e-05, dot -0.793; [c56c99d5-03a8-4251-9a6c-d3001bad9461 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.3612846434116364, -2.923157662153244, -4.045088738203049, -4.695693254470825
LBFGS Accumulation History: 3 points
Removed measurement 4a520f05 to history. Total: 4
th(0)=-4.695693254470825;dx=-1.5347985566829128E-9
New Minimum: -4.695693254470825 > -5.083083629608154
END: th(1.0E9)=-5.083083629608154; dx=-2.570928327243486E-10 evalInputDelta=0.3873903751373291
Fitness changed from -4.695693254470825 to -5.083083629608154
Iteration 5 complete. Error: -5.083083629608154 Total: 56.9765; Orientation: 1.8703; Line Search: 36.7288
Iteration 5
Adding measurement 32d22650 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.069e+04, gradient 2.956e-05, dot -0.727; [c56c99d5-03a8-4251-9a6c-d3001bad9461 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.923157662153244, -4.045088738203049, -4.695693254470825, -5.083083629608154
LBFGS Accumulation History: 3 points
Removed measurement 11c3d22f to history. Total: 4
th(0)=-5.083083629608154;dx=-8.737209388516831E-10
New Minimum: -5.083083629608154 > -5.293487191200256
END: th(1.0E9)=-5.293487191200256; dx=-1.5401828312152806E-10 evalInputDelta=0.21040356159210205
Fitness changed from -5.083083629608154 to -5.293487191200256
Iteration 6 complete. Error: -5.293487191200256 Total: 56.8743; Orientation: 1.8664; Line Search: 36.6549
Adding measurement 7742a276 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.183e+04, gradient 2.457e-05, dot -0.672; [c56c99d5-03a8-4251-9a6c-d3001bad9461 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -4.045088738203049, -4.695693254470825, -5.083083629608154, -5.293487191200256
LBFGS Accumulation History: 3 points
Removed measurement 26c59348 to history. Total: 4
th(0)=-5.293487191200256;dx=-6.034626629668316E-10
New Minimum: -5.293487191200256 > -5.421511292457581
END: th(1.0E9)=-5.421511292457581; dx=-1.0378067167228442E-10 evalInputDelta=0.12802410125732422
Fitness changed from -5.293487191200256 to -5.421511292457581
Iteration 7 complete. Error: -5.421511292457581 Total: 57.3029; Orientation: 2.1525; Line Search: 36.7999
Adding measurement 2f6f4ac4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.670e+04, gradient 2.187e-05, dot -0.608; [c56c99d5-03a8-4251-9a6c-d3001bad9461 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -4.695693254470825, -5.083083629608154, -5.293487191200256, -5.421511292457581
LBFGS Accumulation History: 3 points
Removed measurement e36bc01 to history. Total: 4
th(0)=-5.421511292457581;dx=-4.784892472279934E-10
New Minimum: -5.421511292457581 > -5.509262382984161
END: th(1.0E9)=-5.509262382984161; dx=-7.386904862809295E-11 evalInputDelta=0.08775109052658081
Fitness changed from -5.421511292457581 to -5.509262382984161
Iteration 8 complete. Error: -5.509262382984161 Total: 56.9430; Orientation: 1.8872; Line Search: 36.7968
Adding measurement 5950054d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.841e+04, gradient 2.017e-05, dot -0.554; [c56c99d5-03a8-4251-9a6c-d3001bad9461 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -5.083083629608154, -5.293487191200256, -5.421511292457581, -5.509262382984161
LBFGS Accumulation History: 3 points
Removed measurement 32d22650 to history. Total: 4
th(0)=-5.509262382984161;dx=-4.0683183832874905E-10
New Minimum: -5.509262382984161 > -5.574166774749756
END: th(1.0E9)=-5.574166774749756; dx=-5.466455413532066E-11 evalInputDelta=0.06490439176559448
Fitness changed from -5.509262382984161 to -5.574166774749756
Iteration 9 complete. Error: -5.574166774749756 Total: 56.8083; Orientation: 1.8856; Line Search: 36.7386
Adding measurement 4fc3529 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.665e+04, gradient 1.900e-05, dot -0.520; [c56c99d5-03a8-4251-9a6c-d3001bad9461 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -5.293487191200256, -5.421511292457581, -5.509262382984161, -5.574166774749756
LBFGS Accumulation History: 3 points
Removed measurement 7742a276 to history. Total: 4
th(0)=-5.574166774749756;dx=-3.6089883834720537E-10
New Minimum: -5.574166774749756 > -5.62509161233902
END: th(1.0E9)=-5.62509161233902; dx=-4.154308195534869E-11 evalInputDelta=0.050924837589263916
Fitness changed from -5.574166774749756 to -5.62509161233902
Iteration 10 complete. Error: -5.62509161233902 Total: 56.9367; Orientation: 1.8621; Line Search: 36.8346
Iteration 10
Adding measurement 77e6761f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.286e+04, gradient 1.788e-05, dot -0.497; [c56c99d5-03a8-4251-9a6c-d3001bad9461 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -5.421511292457581, -5.509262382984161, -5.574166774749756, -5.62509161233902
LBFGS Accumulation History: 3 points
Removed measurement 2f6f4ac4 to history. Total: 4
th(0)=-5.62509161233902;dx=-3.1969769693153654E-10
New Minimum: -5.62509161233902 > -5.665502369403839
END: th(1.0E9)=-5.665502369403839; dx=-3.227139174285972E-11 evalInputDelta=0.040410757064819336
Fitness changed from -5.62509161233902 to -5.665502369403839
Iteration 11 complete. Error: -5.665502369403839 Total: 56.7260; Orientation: 1.8703; Line Search: 36.8249
Adding measurement 2c1a8529 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.253e+04, gradient 1.710e-05, dot -0.475; [c56c99d5-03a8-4251-9a6c-d3001bad9461 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -5.509262382984161, -5.574166774749756, -5.62509161233902, -5.665502369403839
LBFGS Accumulation History: 3 points
Removed measurement 5950054d to history. Total: 4
th(0)=-5.665502369403839;dx=-2.9238158485212514E-10
New Minimum: -5.665502369403839 > -5.698808252811432
END: th(1.0E9)=-5.698808252811432; dx=-2.5793198765287088E-11 evalInputDelta=0.03330588340759277
Fitness changed from -5.665502369403839 to -5.698808252811432
Iteration 12 complete. Error: -5.698808252811432 Total: 56.5778; Orientation: 1.8695; Line Search: 36.7715
Adding measurement 66863941 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.365e+04, gradient 1.644e-05, dot -0.458; [c56c99d5-03a8-4251-9a6c-d3001bad9461 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -5.574166774749756, -5.62509161233902, -5.665502369403839, -5.698808252811432
LBFGS Accumulation History: 3 points
Removed measurement 4fc3529 to history. Total: 4
th(0)=-5.698808252811432;dx=-2.7041684081387517E-10
New Minimum: -5.698808252811432 > -5.726764619350433
END: th(1.0E9)=-5.726764619350433; dx=-2.1360287519016788E-11 evalInputDelta=0.027956366539001465
Fitness changed from -5.698808252811432 to -5.726764619350433
Iteration 13 complete. Error: -5.726764619350433 Total: 56.6020; Orientation: 1.8906; Line Search: 36.8524
Adding measurement 6a543e09 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.621e+04, gradient 1.593e-05, dot -0.447; [c56c99d5-03a8-4251-9a6c-d3001bad9461 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -5.62509161233902, -5.665502369403839, -5.698808252811432, -5.726764619350433
LBFGS Accumulation History: 3 points
Removed measurement 77e6761f to history. Total: 4
th(0)=-5.726764619350433;dx=-2.5366102917414765E-10
New Minimum: -5.726764619350433 > -5.750860512256622
END: th(1.0E9)=-5.750860512256622; dx=-1.781885335274774E-11 evalInputDelta=0.024095892906188965
Fitness changed from -5.726764619350433 to -5.750860512256622
Iteration 14 complete. Error: -5.750860512256622 Total: 56.6841; Orientation: 1.8933; Line Search: 36.7595
Adding measurement 6fa3def8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.910e+04, gradient 1.550e-05, dot -0.439; [c56c99d5-03a8-4251-9a6c-d3001bad9461 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -5.665502369403839, -5.698808252811432, -5.726764619350433, -5.750860512256622
LBFGS Accumulation History: 3 points
Removed measurement 2c1a8529 to history. Total: 4
th(0)=-5.750860512256622;dx=-2.403411728546159E-10
New Minimum: -5.750860512256622 > -5.77172464132309
END: th(1.0E9)=-5.77172464132309; dx=-1.509678726211593E-11 evalInputDelta=0.020864129066467285
Fitness changed from -5.750860512256622 to -5.77172464132309
Iteration 15 complete. Error: -5.77172464132309 Total: 57.2309; Orientation: 2.1199; Line Search: 36.8999
Iteration 15
Adding measurement 1607d391 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.315e+04, gradient 1.513e-05, dot -0.434; [c56c99d5-03a8-4251-9a6c-d3001bad9461 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -5.698808252811432, -5.726764619350433, -5.750860512256622, -5.77172464132309
LBFGS Accumulation History: 3 points
Removed measurement 66863941 to history. Total: 4
th(0)=-5.77172464132309;dx=-2.2900998394268495E-10
New Minimum: -5.77172464132309 > -5.790372252464294
END: th(1.0E9)=-5.790372252464294; dx=-1.2952398298026292E-11 evalInputDelta=0.018647611141204834
Fitness changed from -5.77172464132309 to -5.790372252464294
Iteration 16 complete. Error: -5.790372252464294 Total: 56.6337; Orientation: 1.8486; Line Search: 36.4948
Adding measurement 398f0516 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.787e+04, gradient 1.480e-05, dot -0.431; [c56c99d5-03a8-4251-9a6c-d3001bad9461 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -5.726764619350433, -5.750860512256622, -5.77172464132309, -5.790372252464294
LBFGS Accumulation History: 3 points
Removed measurement 6a543e09 to history. Total: 4
th(0)=-5.790372252464294;dx=-2.1912264738502647E-10
New Minimum: -5.790372252464294 > -5.806483864784241
END: th(1.0E9)=-5.806483864784241; dx=-1.1029776133765978E-11 evalInputDelta=0.01611161231994629
Fitness changed from -5.790372252464294 to -5.806483864784241
Iteration 17 complete. Error: -5.806483864784241 Total: 57.0851; Orientation: 1.8630; Line Search: 36.9492
Adding measurement 1450ffa3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.214e+04, gradient 1.443e-05, dot -0.433; [c56c99d5-03a8-4251-9a6c-d3001bad9461 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -5.750860512256622, -5.77172464132309, -5.790372252464294, -5.806483864784241
LBFGS Accumulation History: 3 points
Removed measurement 6fa3def8 to history. Total: 4
th(0)=-5.806483864784241;dx=-2.0822997191379945E-10
New Minimum: -5.806483864784241 > -5.820911407470703
END: th(1.0E9)=-5.820911407470703; dx=-9.287003561420999E-12 evalInputDelta=0.014427542686462402
Fitness changed from -5.806483864784241 to -5.820911407470703
Iteration 18 complete. Error: -5.820911407470703 Total: 56.9173; Orientation: 1.8573; Line Search: 36.7383
Adding measurement 283bb8b7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.717e+04, gradient 1.412e-05, dot -0.433; [c56c99d5-03a8-4251-9a6c-d3001bad9461 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -5.77172464132309, -5.790372252464294, -5.806483864784241, -5.820911407470703
LBFGS Accumulation History: 3 points
Removed measurement 1607d391 to history. Total: 4
th(0)=-5.820911407470703;dx=-1.9929384034937432E-10
New Minimum: -5.820911407470703 > -5.83358907699585
END: th(1.0E9)=-5.83358907699585; dx=-7.797475439102299E-12 evalInputDelta=0.012677669525146484
Fitness changed from -5.820911407470703 to -5.83358907699585
Iteration 19 complete. Error: -5.83358907699585 Total: 56.8089; Orientation: 1.8468; Line Search: 36.6023
Adding measurement 38cf4497 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.389e+04, gradient 1.391e-05, dot -0.433; [c56c99d5-03a8-4251-9a6c-d3001bad9461 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -5.790372252464294, -5.806483864784241, -5.820911407470703, -5.83358907699585
LBFGS Accumulation History: 3 points
Removed measurement 398f0516 to history. Total: 4
th(0)=-5.83358907699585;dx=-1.9356627665981711E-10
New Minimum: -5.83358907699585 > -5.845210611820221
END: th(1.0E9)=-5.845210611820221; dx=-6.587958025366894E-12 evalInputDelta=0.011621534824371338
Fitness changed from -5.83358907699585 to -5.845210611820221
Iteration 20 complete. Error: -5.845210611820221 Total: 56.9520; Orientation: 1.8927; Line Search: 36.7516
Iteration 20
Final threshold in iteration 21: -5.845210611820221 (> -Infinity) after 1683.779s (< 3600.000s)