Reset training subject: 377655230026400
Reset training subject: 377662608321200
Adding measurement 50fd4246 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=9.233271752949804;dx=-2.266954952570153E-6
New Minimum: 9.233271752949804 > 9.233269004151225
WOLFE (weak): th(2.154434690031884)=9.233269004151225; dx=-2.2666155849299607E-6 evalInputDelta=2.748798578977585E-6
New Minimum: 9.233269004151225 > 9.233265919145197
WOLFE (weak): th(4.308869380063768)=9.233265919145197; dx=-2.269061754467639E-6 evalInputDelta=5.833804607391357E-6
New Minimum: 9.233265919145197 > 9.23325410624966
WOLFE (weak): th(12.926608140191302)=9.23325410624966; dx=-2.2674230618778846E-6 evalInputDelta=1.7646700143814087E-5
New Minimum: 9.23325410624966 > 9.233200900256634
WOLFE (weak): th(51.70643256076521)=9.233200900256634; dx=-2.2691380002656285E-6 evalInputDelta=7.085269317030907E-5
New Minimum: 9.233200900256634 > 9.232916082721204
WOLFE (weak): th(258.53216280382605)=9.232916082721204; dx=-2.2718213901376766E-6 evalInputDelta=3.55670228600502E-4
New Minimum: 9.232916082721204 > 9.231123256031424
WOLFE (weak): th(1551.1929768229563)=9.231123256031424; dx=-2.296066115784221E-6 evalInputDelta=0.0021484969183802605
New Minimum: 9.231123256031424 > 9.217635253909975
WOLFE (weak): th(10858.350837760694)=9.217635253909975; dx=-2.4009577500044256E-6 evalInputDelta=0.015636499039828777
New Minimum: 9.217635253909975 > 9.07650831155479
WOLFE (weak): th(86866.80670208555)=9.07650831155479; dx=-3.0354685765961853E-6 evalInputDelta=0.15676344139501452
New Minimum: 9.07650831155479 > 7.621919935569167
END: th(781801.26031877)=7.621919935569167; dx=-1.952331407716225E-6 evalInputDelta=1.611351817380637
Fitness changed from 9.233271752949804 to 7.621919935569167
Iteration 1 complete. Error: 7.621919935569167 Total: 93.7398; Orientation: 0.0242; Line Search: 72.0817
Adding measurement 137efccc to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=7.621919935569167;dx=-8.202408195579899E-6
New Minimum: 7.621919935569167 > 4.170375656336546
END: th(1684339.7559414052)=4.170375656336546; dx=-1.6699498562320956E-6 evalInputDelta=3.451544279232621
Fitness changed from 7.621919935569167 to 4.170375656336546
Iteration 2 complete. Error: 4.170375656336546 Total: 21.2935; Orientation: 0.0025; Line Search: 14.1929
Adding measurement 79f16678 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=4.170375656336546;dx=-3.4653768949885554E-6
New Minimum: 4.170375656336546 > 1.4287397041916847
END: th(3628800.0)=1.4287397041916847; dx=-2.4806538871715725E-7 evalInputDelta=2.741635952144861
Fitness changed from 4.170375656336546 to 1.4287397041916847
Iteration 3 complete. Error: 1.4287397041916847 Total: 22.0222; Orientation: 0.0023; Line Search: 14.2833
Adding measurement 57a89e68 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.805e+04, gradient 1.237e-03, dot -0.062; [8247ce75-94ea-4f83-b98f-337843921dbf = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.4287397041916847, 4.170375656336546, 7.621919935569167, 9.233271752949804
LBFGS Accumulation History: 3 points
Removed measurement 57a89e68 to history. Total: 3
th(0)=1.4287397041916847;dx=-1.5268554552163217E-6
Armijo: th(7818012.6031877)=1.760622102767229; dx=-2.2252658247689313E-8 evalInputDelta=-0.33188239857554436
New Minimum: 1.4287397041916847 > 0.656780943274498
END: th(3909006.30159385)=0.656780943274498; dx=-2.8154622306764965E-7 evalInputDelta=0.7719587609171867
Fitness changed from 1.4287397041916847 to 0.656780943274498
Iteration 4 complete. Error: 0.656780943274498 Total: 28.3168; Orientation: 0.0631; Line Search: 21.2932
Adding measurement 6e3a8d16 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.829e+03, gradient 7.508e-04, dot -0.039; [8247ce75-94ea-4f83-b98f-337843921dbf = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.656780943274498, 4.170375656336546, 7.621919935569167, 9.233271752949804
LBFGS Accumulation History: 3 points
Removed measurement 6e3a8d16 to history. Total: 3
th(0)=0.656780943274498;dx=-5.624393239246314E-7
Armijo: th(8421698.779707026)=0.983995396643877; dx=-8.636060261694868E-10 evalInputDelta=-0.32721445336937904
New Minimum: 0.656780943274498 > 0.31260429695248604
END: th(4210849.389853513)=0.31260429695248604; dx=-1.7701303188765565E-7 evalInputDelta=0.34417664632201195
Fitness changed from 0.656780943274498 to 0.31260429695248604
Iteration 5 complete. Error: 0.31260429695248604 Total: 28.5825; Orientation: 0.0397; Line Search: 21.3313
Adding measurement 64e4e885 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.502e+03, gradient 9.415e-04, dot -0.030; [8247ce75-94ea-4f83-b98f-337843921dbf = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.31260429695248604, 4.170375656336546, 7.621919935569167, 9.233271752949804
LBFGS Accumulation History: 3 points
Removed measurement 64e4e885 to history. Total: 3
th(0)=0.31260429695248604;dx=-8.847333762524678E-7
Armijo: th(9072000.0)=1.3741017952561378; dx=2.979348647944491E-8 evalInputDelta=-1.0614974983036518
Armijo: th(4536000.0)=0.3526601269841194; dx=-2.5813778809898448E-8 evalInputDelta=-0.04005583003163338
New Minimum: 0.31260429695248604 > 0.08523832634091377
END: th(1512000.0)=0.08523832634091377; dx=-3.374654227610878E-7 evalInputDelta=0.22736597061157227
Fitness changed from 0.31260429695248604 to 0.08523832634091377
Iteration 6 complete. Error: 0.08523832634091377 Total: 36.7749; Orientation: 0.0392; Line Search: 29.5746
Adding measurement 7fffd567 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.487e+03, gradient 5.779e-04, dot -0.077; [8247ce75-94ea-4f83-b98f-337843921dbf = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.08523832634091377, 4.170375656336546, 7.621919935569167, 9.233271752949804
LBFGS Accumulation History: 3 points
Removed measurement 7fffd567 to history. Total: 3
th(0)=0.08523832634091377;dx=-3.3343386193301406E-7
New Minimum: 0.08523832634091377 > -0.09031274169683456
END: th(3257505.2513282085)=-0.09031274169683456; dx=-2.446039393677714E-7 evalInputDelta=0.17555106803774834
Fitness changed from 0.08523832634091377 to -0.09031274169683456
Iteration 7 complete. Error: -0.09031274169683456 Total: 21.3846; Orientation: 0.0382; Line Search: 14.2206
Adding measurement 4c479c94 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.577e+03, gradient 5.452e-04, dot -0.148; [8247ce75-94ea-4f83-b98f-337843921dbf = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.09031274169683456, 4.170375656336546, 7.621919935569167, 9.233271752949804
LBFGS Accumulation History: 3 points
Removed measurement 4c479c94 to history. Total: 3
th(0)=-0.09031274169683456;dx=-2.9632700471177496E-7
New Minimum: -0.09031274169683456 > -0.20720965787768364
END: th(7018082.316422523)=-0.20720965787768364; dx=-1.5848277248218687E-7 evalInputDelta=0.11689691618084908
Fitness changed from -0.09031274169683456 to -0.20720965787768364
Iteration 8 complete. Error: -0.20720965787768364 Total: 21.4217; Orientation: 0.0386; Line Search: 14.3879
Adding measurement 22f67246 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.859e+03, gradient 5.606e-04, dot -0.135; [8247ce75-94ea-4f83-b98f-337843921dbf = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.20720965787768364, 4.170375656336546, 7.621919935569167, 9.233271752949804
LBFGS Accumulation History: 3 points
Removed measurement 22f67246 to history. Total: 3
th(0)=-0.20720965787768364;dx=-3.1301707380734835E-7
Armijo: th(1.5120000000000004E7)=0.42223960533738136; dx=-4.119372256276922E-8 evalInputDelta=-0.629449263215065
New Minimum: -0.20720965787768364 > -0.3496425934135914
END: th(7560000.000000002)=-0.3496425934135914; dx=-1.3009387956929723E-7 evalInputDelta=0.14243293553590775
Fitness changed from -0.20720965787768364 to -0.3496425934135914
Iteration 9 complete. Error: -0.3496425934135914 Total: 28.0511; Orientation: 0.0390; Line Search: 21.0078
Adding measurement 4c6d5c17 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.637e+03, gradient 6.208e-04, dot -0.227; [8247ce75-94ea-4f83-b98f-337843921dbf = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.3496425934135914, 4.170375656336546, 7.621919935569167, 9.233271752949804
LBFGS Accumulation History: 3 points
Removed measurement 4c6d5c17 to history. Total: 3
th(0)=-0.3496425934135914;dx=-3.84081120603325E-7
Armijo: th(1.6287526256641045E7)=1.5126633122563362; dx=4.415380282322445E-8 evalInputDelta=-1.8623059056699276
Armijo: th(8143763.128320523)=-0.1268908865749836; dx=-5.381833044061571E-8 evalInputDelta=-0.2227517068386078
New Minimum: -0.3496425934135914 > -0.4776539281010628
END: th(2714587.709440174)=-0.4776539281010628; dx=-1.8862326699150428E-7 evalInputDelta=0.1280113346874714
Fitness changed from -0.3496425934135914 to -0.4776539281010628
Iteration 10 complete. Error: -0.4776539281010628 Total: 36.3847; Orientation: 0.0367; Line Search: 29.3285
Adding measurement 734c1673 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.988e+03, gradient 4.718e-04, dot -0.201; [8247ce75-94ea-4f83-b98f-337843921dbf = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.4776539281010628, 4.170375656336546, 7.621919935569167, 9.233271752949804
LBFGS Accumulation History: 3 points
Removed measurement 734c1673 to history. Total: 3
th(0)=-0.4776539281010628;dx=-2.2185855638729079E-7
New Minimum: -0.4776539281010628 > -0.5929545871913433
END: th(5848401.930352103)=-0.5929545871913433; dx=-1.2667954892532936E-7 evalInputDelta=0.11530065909028053
Fitness changed from -0.4776539281010628 to -0.5929545871913433
Iteration 11 complete. Error: -0.5929545871913433 Total: 21.1576; Orientation: 0.0388; Line Search: 14.0255
Adding measurement 67a7ac02 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.577e+03, gradient 5.400e-04, dot -0.208; [8247ce75-94ea-4f83-b98f-337843921dbf = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5929545871913433, 4.170375656336546, 7.621919935569167, 9.233271752949804
LBFGS Accumulation History: 3 points
Removed measurement 67a7ac02 to history. Total: 3
th(0)=-0.5929545871913433;dx=-2.9070482240064653E-7
Armijo: th(1.2600000000000004E7)=0.21183708310127258; dx=-7.72877715479972E-9 evalInputDelta=-0.8047916702926159
Armijo: th(6300000.000000002)=-0.4929914325475693; dx=-6.577532443852586E-8 evalInputDelta=-0.09996315464377403
New Minimum: -0.5929545871913433 > -0.6509298086166382
END: th(2100000.0000000005)=-0.6509298086166382; dx=-1.7295804770737544E-7 evalInputDelta=0.057975221425294876
Fitness changed from -0.5929545871913433 to -0.6509298086166382
Iteration 12 complete. Error: -0.6509298086166382 Total: 35.4729; Orientation: 0.0410; Line Search: 28.4042
Adding measurement da61384 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.469e+03, gradient 4.329e-04, dot -0.217; [8247ce75-94ea-4f83-b98f-337843921dbf = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6509298086166382, 4.170375656336546, 7.621919935569167, 9.233271752949804
LBFGS Accumulation History: 3 points
Removed measurement da61384 to history. Total: 3
th(0)=-0.6509298086166382;dx=-1.8685511087409863E-7
New Minimum: -0.6509298086166382 > -0.748344961553812
END: th(4524312.849066957)=-0.748344961553812; dx=-1.332102481781087E-7 evalInputDelta=0.09741515293717384
Fitness changed from -0.6509298086166382 to -0.748344961553812
Iteration 13 complete. Error: -0.748344961553812 Total: 20.9581; Orientation: 0.0369; Line Search: 13.8895
Adding measurement 1e679306 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.957e+03, gradient 4.348e-04, dot -0.207; [8247ce75-94ea-4f83-b98f-337843921dbf = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.748344961553812, 4.170375656336546, 7.621919935569167, 9.233271752949804
LBFGS Accumulation History: 3 points
Removed measurement 1e679306 to history. Total: 3
th(0)=-0.748344961553812;dx=-1.8850015872357092E-7
Armijo: th(9747336.550586838)=-0.6590042114257812; dx=-8.141465270449797E-8 evalInputDelta=-0.08934075012803078
New Minimum: -0.748344961553812 > -0.7959558442234993
END: th(4873668.275293419)=-0.7959558442234993; dx=-1.1618883981049604E-7 evalInputDelta=0.04761088266968727
Fitness changed from -0.748344961553812 to -0.7959558442234993
Iteration 14 complete. Error: -0.7959558442234993 Total: 28.5204; Orientation: 0.0446; Line Search: 21.4588
Adding measurement 7af7cb30 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.845e+03, gradient 4.184e-04, dot -0.211; [8247ce75-94ea-4f83-b98f-337843921dbf = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7959558442234993, 4.170375656336546, 7.621919935569167, 9.233271752949804
LBFGS Accumulation History: 3 points
Removed measurement 7af7cb30 to history. Total: 3
th(0)=-0.7959558442234993;dx=-1.7440810065973816E-7
Armijo: th(1.0500000000000004E7)=-0.7373601011931896; dx=-6.702051516199549E-8 evalInputDelta=-0.05859574303030968
New Minimum: -0.7959558442234993 > -0.8820949792861938
END: th(5250000.000000002)=-0.8820949792861938; dx=-1.0376361651915306E-7 evalInputDelta=0.08613913506269455
Fitness changed from -0.7959558442234993 to -0.8820949792861938
Iteration 15 complete. Error: -0.8820949792861938 Total: 29.5338; Orientation: 0.0370; Line Search: 21.3077
Adding measurement 5246bb50 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.542e+03, gradient 4.418e-04, dot -0.191; [8247ce75-94ea-4f83-b98f-337843921dbf = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8820949792861938, 4.170375656336546, 7.621919935569167, 9.233271752949804
LBFGS Accumulation History: 3 points
Removed measurement 5246bb50 to history. Total: 3
th(0)=-0.8820949792861938;dx=-1.9438977552955138E-7
Armijo: th(1.1310782122667395E7)=-0.4987139403820038; dx=-2.9963308164695856E-8 evalInputDelta=-0.38338103890419006
Armijo: th(5655391.061333697)=-0.8504995591938496; dx=-7.688840787712277E-8 evalInputDelta=-0.031595420092344284
New Minimum: -0.8820949792861938 > -0.9119587764143944
END: th(1885130.3537778992)=-0.9119587764143944; dx=-1.416633769556152E-7 evalInputDelta=0.02986379712820053
Fitness changed from -0.8820949792861938 to -0.9119587764143944
Iteration 16 complete. Error: -0.9119587764143944 Total: 35.4302; Orientation: 0.0373; Line Search: 28.3428
Adding measurement 394ea924 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.607e+03, gradient 3.901e-04, dot -0.161; [8247ce75-94ea-4f83-b98f-337843921dbf = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.9119587764143944, 4.170375656336546, 7.621919935569167, 9.233271752949804
LBFGS Accumulation History: 3 points
Removed measurement 394ea924 to history. Total: 3
th(0)=-0.9119587764143944;dx=-1.516018043638368E-7
New Minimum: -0.9119587764143944 > -0.9560575149953365
END: th(4061390.229411184)=-0.9560575149953365; dx=-1.1172253479464681E-7 evalInputDelta=0.044098738580942154
Fitness changed from -0.9119587764143944 to -0.9560575149953365
Iteration 17 complete. Error: -0.9560575149953365 Total: 21.3592; Orientation: 0.0364; Line Search: 14.1914
Adding measurement 1a7797e7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.708e+03, gradient 3.894e-04, dot -0.184; [8247ce75-94ea-4f83-b98f-337843921dbf = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.9560575149953365, 4.170375656336546, 7.621919935569167, 9.233271752949804
LBFGS Accumulation History: 3 points
Removed measurement 1a7797e7 to history. Total: 3
th(0)=-0.9560575149953365;dx=-1.5111818878199202E-7
Armijo: th(8750000.000000006)=-0.9114182144403458; dx=-7.821527282838996E-8 evalInputDelta=-0.04463930055499077
New Minimum: -0.9560575149953365 > -0.987772598862648
END: th(4375000.000000003)=-0.987772598862648; dx=-1.0324488252955459E-7 evalInputDelta=0.03171508386731148
Fitness changed from -0.9560575149953365 to -0.987772598862648
Iteration 18 complete. Error: -0.987772598862648 Total: 28.3609; Orientation: 0.0385; Line Search: 21.1803
Adding measurement 3883bb0f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.775e+03, gradient 3.822e-04, dot -0.148; [8247ce75-94ea-4f83-b98f-337843921dbf = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.987772598862648, 4.170375656336546, 7.621919935569167, 9.233271752949804
LBFGS Accumulation History: 3 points
Removed measurement 3883bb0f to history. Total: 3
th(0)=-0.987772598862648;dx=-1.4524078926040114E-7
Armijo: th(9425651.768889498)=-0.9551884159445763; dx=-6.831490950849532E-8 evalInputDelta=-0.03258418291807175
New Minimum: -0.987772598862648 > -1.0319380089640617
END: th(4712825.884444749)=-1.0319380089640617; dx=-9.477331450904175E-8 evalInputDelta=0.04416541010141373
Fitness changed from -0.987772598862648 to -1.0319380089640617
Iteration 19 complete. Error: -1.0319380089640617 Total: 28.9927; Orientation: 0.0357; Line Search: 22.0207
Adding measurement 5fb29d3d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.512e+03, gradient 3.784e-04, dot -0.142; [8247ce75-94ea-4f83-b98f-337843921dbf = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0319380089640617, 4.170375656336546, 7.621919935569167, 9.233271752949804
LBFGS Accumulation History: 3 points
Removed measurement 5fb29d3d to history. Total: 3
th(0)=-1.0319380089640617;dx=-1.4244100336739597E-7
Armijo: th(1.0153475573527962E7)=-0.9244735687971115; dx=-5.9067151141082265E-8 evalInputDelta=-0.10746444016695023
New Minimum: -1.0319380089640617 > -1.0494642034173012
END: th(5076737.786763981)=-1.0494642034173012; dx=-8.605059257566875E-8 evalInputDelta=0.01752619445323944
Fitness changed from -1.0319380089640617 to -1.0494642034173012
Iteration 20 complete. Error: -1.0494642034173012 Total: 28.5086; Orientation: 0.0370; Line Search: 21.1934
Final threshold in iteration 21: -1.0494642034173012 (> -Infinity) after 616.266s (< 5400.000s)
