Reset training subject: 531868924202200
Reset training subject: 531873498501500
Adding measurement 10d45ab3 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=-0.035445451736450195;dx=-7.496621022772508E-7
New Minimum: -0.035445451736450195 > -0.035449057817459106
WOLFE (weak): th(2.154434690031884)=-0.035449057817459106; dx=-6.77846461823304E-7 evalInputDelta=3.606081008911133E-6
New Minimum: -0.035449057817459106 > -0.035452425479888916
WOLFE (weak): th(4.308869380063768)=-0.035452425479888916; dx=-6.773291704919163E-7 evalInputDelta=6.973743438720703E-6
New Minimum: -0.035452425479888916 > -0.03546623885631561
END: th(12.926608140191302)=-0.03546623885631561; dx=-6.731424534798772E-7 evalInputDelta=2.078711986541748E-5
Fitness changed from -0.035445451736450195 to -0.03546623885631561
Iteration 1 complete. Error: -0.03546623885631561 Total: 30.9783; Orientation: 0.0036; Line Search: 17.5157
Adding measurement 279293a6 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-0.03546623885631561;dx=-7.303893424415459E-7
New Minimum: -0.03546623885631561 > -0.03551076352596283
WOLFE (weak): th(27.849533001676672)=-0.03551076352596283; dx=-7.26225427778789E-7 evalInputDelta=4.45246696472168E-5
New Minimum: -0.03551076352596283 > -0.03555531054735184
WOLFE (weak): th(55.699066003353344)=-0.03555531054735184; dx=-7.30537726238957E-7 evalInputDelta=8.907169103622437E-5
New Minimum: -0.03555531054735184 > -0.035733096301555634
WOLFE (weak): th(167.09719801006003)=-0.035733096301555634; dx=-7.185712428890968E-7 evalInputDelta=2.6685744524002075E-4
New Minimum: -0.035733096301555634 > -0.03653222322463989
WOLFE (weak): th(668.3887920402401)=-0.03653222322463989; dx=-7.267478438587872E-7 evalInputDelta=0.0010659843683242798
New Minimum: -0.03653222322463989 > -0.04078952223062515
WOLFE (weak): th(3341.9439602012008)=-0.04078952223062515; dx=-7.296629170011802E-7 evalInputDelta=0.00532328337430954
New Minimum: -0.04078952223062515 > -0.067191481590271
WOLFE (weak): th(20051.663761207205)=-0.067191481590271; dx=-7.142967656318786E-7 evalInputDelta=0.03172524273395538
New Minimum: -0.067191481590271 > -0.24663980305194855
END: th(140361.64632845044)=-0.24663980305194855; dx=-6.411691506283836E-7 evalInputDelta=0.21117356419563293
Fitness changed from -0.03546623885631561 to -0.24663980305194855
Iteration 2 complete. Error: -0.24663980305194855 Total: 39.9099; Orientation: 0.0035; Line Search: 35.5123
Adding measurement 5e6127ae to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-0.24663980305194855;dx=-6.393801182742401E-7
New Minimum: -0.24663980305194855 > -0.6024828851222992
END: th(302400.00000000006)=-0.6024828851222992; dx=-4.0698668095149556E-7 evalInputDelta=0.35584308207035065
Fitness changed from -0.24663980305194855 to -0.6024828851222992
Iteration 3 complete. Error: -0.6024828851222992 Total: 13.0621; Orientation: 0.0036; Line Search: 8.7569
Adding measurement 1ba2cf37 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.633e+03, gradient 6.847e-04, dot -0.828; [23f314c6-cf0f-4b2d-b8a6-ec460eb77d8f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6024828851222992, -0.24663980305194855, -0.03546623885631561, -0.035445451736450195
LBFGS Accumulation History: 3 points
Removed measurement 1ba2cf37 to history. Total: 3
th(0)=-0.6024828851222992;dx=-4.1535689609411203E-7
New Minimum: -0.6024828851222992 > -1.0557964965701103
END: th(651501.0502656418)=-1.0557964965701103; dx=-2.6205536425574346E-7 evalInputDelta=0.4533136114478111
Fitness changed from -0.6024828851222992 to -1.0557964965701103
Iteration 4 complete. Error: -1.0557964965701103 Total: 12.9247; Orientation: 0.0551; Line Search: 8.5778
Adding measurement 715bea8c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.867e+03, gradient 5.339e-04, dot -0.741; [23f314c6-cf0f-4b2d-b8a6-ec460eb77d8f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0557964965701103, -0.24663980305194855, -0.03546623885631561, -0.035445451736450195
LBFGS Accumulation History: 3 points
Removed measurement 715bea8c to history. Total: 3
th(0)=-1.0557964965701103;dx=-2.3253470649535652E-7
New Minimum: -1.0557964965701103 > -1.5346700698137283
END: th(1403616.4632845046)=-1.5346700698137283; dx=-1.1022285828973337E-7 evalInputDelta=0.478873573243618
Fitness changed from -1.0557964965701103 to -1.5346700698137283
Iteration 5 complete. Error: -1.5346700698137283 Total: 12.9131; Orientation: 0.0557; Line Search: 8.5469
Adding measurement 78d5fa26 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.564e+02, gradient 3.755e-04, dot -0.515; [23f314c6-cf0f-4b2d-b8a6-ec460eb77d8f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.5346700698137283, -0.24663980305194855, -0.03546623885631561, -0.035445451736450195
LBFGS Accumulation History: 3 points
Removed measurement 78d5fa26 to history. Total: 3
th(0)=-1.5346700698137283;dx=-1.1407612576092482E-7
New Minimum: -1.5346700698137283 > -1.9480518847703934
END: th(3024000.0000000005)=-1.9480518847703934; dx=-3.8879623419296447E-8 evalInputDelta=0.41338181495666504
Fitness changed from -1.5346700698137283 to -1.9480518847703934
Iteration 6 complete. Error: -1.9480518847703934 Total: 12.9781; Orientation: 0.0587; Line Search: 8.6260
Adding measurement 1a9feb34 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.611e+02, gradient 2.813e-04, dot -0.441; [23f314c6-cf0f-4b2d-b8a6-ec460eb77d8f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.9480518847703934, -0.24663980305194855, -0.03546623885631561, -0.035445451736450195
LBFGS Accumulation History: 3 points
Removed measurement 1a9feb34 to history. Total: 3
th(0)=-1.9480518847703934;dx=-6.919362299872271E-8
New Minimum: -1.9480518847703934 > -2.2259576842188835
END: th(6515010.502656418)=-2.2259576842188835; dx=-9.647421459780693E-9 evalInputDelta=0.27790579944849014
Fitness changed from -1.9480518847703934 to -2.2259576842188835
Iteration 7 complete. Error: -2.2259576842188835 Total: 13.2281; Orientation: 0.0555; Line Search: 8.7537
Adding measurement 4685f13b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.715e+02, gradient 3.585e-04, dot -0.169; [23f314c6-cf0f-4b2d-b8a6-ec460eb77d8f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.2259576842188835, -0.24663980305194855, -0.03546623885631561, -0.035445451736450195
LBFGS Accumulation History: 3 points
Removed measurement 4685f13b to history. Total: 3
th(0)=-2.2259576842188835;dx=-1.0619383516359195E-7
Armijo: th(1.4036164632845048E7)=-0.9619909822940826; dx=4.3652257304468096E-8 evalInputDelta=-1.2639667019248009
Armijo: th(7018082.316422524)=-1.836696743965149; dx=5.234558921292182E-8 evalInputDelta=-0.3892609402537346
New Minimum: -2.2259576842188835 > -2.3493310250341892
WOLF (strong): th(2339360.7721408415)=-2.3493310250341892; dx=1.7429801407636992E-8 evalInputDelta=0.12337334081530571
END: th(584840.1930352104)=-2.3154590353369713; dx=-6.138150215017519E-8 evalInputDelta=0.08950135111808777
Fitness changed from -2.2259576842188835 to -2.3493310250341892
Iteration 8 complete. Error: -2.3493310250341892 Total: 26.2800; Orientation: 0.0566; Line Search: 21.8089
Adding measurement 178b4b16 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.069e+02, gradient 3.001e-04, dot -0.204; [23f314c6-cf0f-4b2d-b8a6-ec460eb77d8f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.3493310250341892, -0.24663980305194855, -0.03546623885631561, -0.035445451736450195
LBFGS Accumulation History: 3 points
Removed measurement 178b4b16 to history. Total: 3
th(0)=-2.3493310250341892;dx=-8.035303871635866E-8
New Minimum: -2.3493310250341892 > -2.4699081256985664
END: th(1260000.0000000005)=-2.4699081256985664; dx=-1.7399654264275662E-8 evalInputDelta=0.12057710066437721
Fitness changed from -2.3493310250341892 to -2.4699081256985664
Iteration 9 complete. Error: -2.4699081256985664 Total: 13.1913; Orientation: 0.0533; Line Search: 8.7614
Adding measurement 2505325a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.955e+02, gradient 1.683e-04, dot -0.402; [23f314c6-cf0f-4b2d-b8a6-ec460eb77d8f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.4699081256985664, -0.24663980305194855, -0.03546623885631561, -0.035445451736450195
LBFGS Accumulation History: 3 points
Removed measurement 2505325a to history. Total: 3
th(0)=-2.4699081256985664;dx=-2.2697820205656037E-8
New Minimum: -2.4699081256985664 > -2.5557790510356426
END: th(2714587.7094401745)=-2.5557790510356426; dx=-1.709471530217324E-8 evalInputDelta=0.08587092533707619
Fitness changed from -2.4699081256985664 to -2.5557790510356426
Iteration 10 complete. Error: -2.5557790510356426 Total: 13.7456; Orientation: 0.0541; Line Search: 9.2835
Adding measurement 620fa0e8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.163e+02, gradient 1.550e-04, dot -0.469; [23f314c6-cf0f-4b2d-b8a6-ec460eb77d8f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.5557790510356426, -0.24663980305194855, -0.03546623885631561, -0.035445451736450195
LBFGS Accumulation History: 3 points
Removed measurement 620fa0e8 to history. Total: 3
th(0)=-2.5557790510356426;dx=-1.9440591803785365E-8
New Minimum: -2.5557790510356426 > -2.6857780814170837
END: th(5848401.930352104)=-2.6857780814170837; dx=-1.1710959444053404E-8 evalInputDelta=0.12999903038144112
Fitness changed from -2.5557790510356426 to -2.6857780814170837
Iteration 11 complete. Error: -2.6857780814170837 Total: 13.3955; Orientation: 0.0542; Line Search: 8.9102
Adding measurement 355fcc45 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.546e+02, gradient 1.674e-04, dot -0.388; [23f314c6-cf0f-4b2d-b8a6-ec460eb77d8f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.6857780814170837, -0.24663980305194855, -0.03546623885631561, -0.035445451736450195
LBFGS Accumulation History: 3 points
Removed measurement 355fcc45 to history. Total: 3
th(0)=-2.6857780814170837;dx=-1.989683930414107E-8
Armijo: th(1.2600000000000006E7)=-2.5042472071945667; dx=1.4628304220104606E-8 evalInputDelta=-0.181530874222517
New Minimum: -2.6857780814170837 > -2.699434921145439
WOLF (strong): th(6300000.000000003)=-2.699434921145439; dx=8.184223456644293E-9 evalInputDelta=0.013656839728355408
New Minimum: -2.699434921145439 > -2.732230979949236
END: th(2100000.000000001)=-2.732230979949236; dx=-8.231230946100291E-9 evalInputDelta=0.046452898532152176
Fitness changed from -2.6857780814170837 to -2.732230979949236
Iteration 12 complete. Error: -2.732230979949236 Total: 21.9669; Orientation: 0.0569; Line Search: 17.4698
Adding measurement 36096439 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.759e+02, gradient 1.458e-04, dot -0.478; [23f314c6-cf0f-4b2d-b8a6-ec460eb77d8f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.732230979949236, -0.24663980305194855, -0.03546623885631561, -0.035445451736450195
LBFGS Accumulation History: 3 points
Removed measurement 36096439 to history. Total: 3
th(0)=-2.732230979949236;dx=-1.7073734051224786E-8
New Minimum: -2.732230979949236 > -2.774010792374611
END: th(4524312.849066958)=-2.774010792374611; dx=-7.963750754030086E-10 evalInputDelta=0.041779812425374985
Fitness changed from -2.732230979949236 to -2.774010792374611
Iteration 13 complete. Error: -2.774010792374611 Total: 13.2685; Orientation: 0.0560; Line Search: 9.0127
Adding measurement 6ce923fd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.162e+02, gradient 2.425e-04, dot -0.222; [23f314c6-cf0f-4b2d-b8a6-ec460eb77d8f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.774010792374611, -0.24663980305194855, -0.03546623885631561, -0.035445451736450195
LBFGS Accumulation History: 3 points
Removed measurement 6ce923fd to history. Total: 3
th(0)=-2.774010792374611;dx=-4.6300671998196826E-8
Armijo: th(9747336.55058684)=-2.0594675466418266; dx=4.988540944661162E-8 evalInputDelta=-0.7145432457327843
Armijo: th(4873668.27529342)=-2.614800527691841; dx=4.6486716528496745E-8 evalInputDelta=-0.15921026468276978
New Minimum: -2.774010792374611 > -2.832156006246805
WOLF (strong): th(1624556.0917644734)=-2.832156006246805; dx=2.3871122692973816E-9 evalInputDelta=0.05814521387219429
END: th(406139.02294111834)=-2.8043840639293194; dx=-3.290643021174719E-8 evalInputDelta=0.03037327155470848
Fitness changed from -2.774010792374611 to -2.832156006246805
Iteration 14 complete. Error: -2.832156006246805 Total: 26.1213; Orientation: 0.0566; Line Search: 21.7666
Adding measurement 502bfe6d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.034e+03, gradient 1.404e-04, dot -0.461; [23f314c6-cf0f-4b2d-b8a6-ec460eb77d8f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.832156006246805, -0.24663980305194855, -0.03546623885631561, -0.035445451736450195
LBFGS Accumulation History: 3 points
Removed measurement 502bfe6d to history. Total: 3
th(0)=-2.832156006246805;dx=-1.540000267674201E-8
New Minimum: -2.832156006246805 > -2.851617816835642
END: th(875000.0000000005)=-2.851617816835642; dx=-1.1421489446308116E-8 evalInputDelta=0.01946181058883667
Fitness changed from -2.832156006246805 to -2.851617816835642
Iteration 15 complete. Error: -2.851617816835642 Total: 12.9887; Orientation: 0.0564; Line Search: 8.4165
Adding measurement 183241ac to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.015e+03, gradient 1.191e-04, dot -0.527; [23f314c6-cf0f-4b2d-b8a6-ec460eb77d8f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.851617816835642, -0.24663980305194855, -0.03546623885631561, -0.035445451736450195
LBFGS Accumulation History: 3 points
Removed measurement 183241ac to history. Total: 3
th(0)=-2.851617816835642;dx=-1.147178368782331E-8
New Minimum: -2.851617816835642 > -2.8786292038857937
END: th(1885130.3537778994)=-2.8786292038857937; dx=-9.097117066192544E-9 evalInputDelta=0.027011387050151825
Fitness changed from -2.851617816835642 to -2.8786292038857937
Iteration 16 complete. Error: -2.8786292038857937 Total: 13.1637; Orientation: 0.0569; Line Search: 8.6845
Adding measurement 51aa3e4f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.032e+03, gradient 1.178e-04, dot -0.523; [23f314c6-cf0f-4b2d-b8a6-ec460eb77d8f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.8786292038857937, -0.24663980305194855, -0.03546623885631561, -0.035445451736450195
LBFGS Accumulation History: 3 points
Removed measurement 51aa3e4f to history. Total: 3
th(0)=-2.8786292038857937;dx=-1.006732811384664E-8
New Minimum: -2.8786292038857937 > -2.928442806005478
END: th(4061390.2294111843)=-2.928442806005478; dx=-5.345207285048943E-9 evalInputDelta=0.04981360211968422
Fitness changed from -2.8786292038857937 to -2.928442806005478
Iteration 17 complete. Error: -2.928442806005478 Total: 13.7531; Orientation: 0.0577; Line Search: 9.3351
Adding measurement 6d4b28f2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.012e+03, gradient 1.133e-04, dot -0.502; [23f314c6-cf0f-4b2d-b8a6-ec460eb77d8f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.928442806005478, -0.24663980305194855, -0.03546623885631561, -0.035445451736450195
LBFGS Accumulation History: 3 points
Removed measurement 6d4b28f2 to history. Total: 3
th(0)=-2.928442806005478;dx=-9.97068315894972E-9
New Minimum: -2.928442806005478 > -2.979871742427349
END: th(8750000.000000006)=-2.979871742427349; dx=-2.859543614735392E-9 evalInputDelta=0.051428936421871185
Fitness changed from -2.928442806005478 to -2.979871742427349
Iteration 18 complete. Error: -2.979871742427349 Total: 12.8331; Orientation: 0.0526; Line Search: 8.5338
Adding measurement 531a8aee to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.989e+02, gradient 2.054e-04, dot -0.152; [23f314c6-cf0f-4b2d-b8a6-ec460eb77d8f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.979871742427349, -0.24663980305194855, -0.03546623885631561, -0.035445451736450195
LBFGS Accumulation History: 3 points
Removed measurement 531a8aee to history. Total: 3
th(0)=-2.979871742427349;dx=-2.6029422608127572E-8
Armijo: th(1.8851303537778996E7)=-1.6583393849432468; dx=3.140063450976496E-8 evalInputDelta=-1.3215323574841022
Armijo: th(9425651.768889498)=-2.5105835534632206; dx=3.9187662886079497E-8 evalInputDelta=-0.4692881889641285
New Minimum: -2.979871742427349 > -2.996685955673456
WOLF (strong): th(3141883.922963166)=-2.996685955673456; dx=1.6086102764091635E-8 evalInputDelta=0.0168142132461071
New Minimum: -2.996685955673456 > -3.0155814923346043
END: th(785470.9807407915)=-3.0155814923346043; dx=-1.2608936231618704E-8 evalInputDelta=0.03570974990725517
Fitness changed from -2.979871742427349 to -3.0155814923346043
Iteration 19 complete. Error: -3.0155814923346043 Total: 26.2701; Orientation: 0.0550; Line Search: 21.8647
Adding measurement 63a42f9f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.040e+03, gradient 1.222e-04, dot -0.417; [23f314c6-cf0f-4b2d-b8a6-ec460eb77d8f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.0155814923346043, -0.24663980305194855, -0.03546623885631561, -0.035445451736450195
LBFGS Accumulation History: 3 points
Removed measurement 63a42f9f to history. Total: 3
th(0)=-3.0155814923346043;dx=-1.1452918469191015E-8
New Minimum: -3.0155814923346043 > -3.03795999661088
END: th(1692245.928921327)=-3.03795999661088; dx=-7.134473708238781E-9 evalInputDelta=0.022378504276275635
Fitness changed from -3.0155814923346043 to -3.03795999661088
Iteration 20 complete. Error: -3.03795999661088 Total: 13.1513; Orientation: 0.0544; Line Search: 8.7700
Final threshold in iteration 21: -3.03795999661088 (> -Infinity) after 356.124s (< 5400.000s)
