Reset training subject: 4770896227500
Reset training subject: 4807049920100
Adding measurement 78b72148 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=8.972137790173292;dx=-4.4690099641629575E-7
New Minimum: 8.972137790173292 > 8.97213439643383
WOLFE (weak): th(2.154434690031884)=8.97213439643383; dx=-4.19483414287804E-7 evalInputDelta=3.3937394618988037E-6
New Minimum: 8.97213439643383 > 8.972130931913853
WOLFE (weak): th(4.308869380063768)=8.972130931913853; dx=-4.167630232545394E-7 evalInputDelta=6.858259439468384E-6
New Minimum: 8.972130931913853 > 8.972118303179741
WOLFE (weak): th(12.926608140191302)=8.972118303179741; dx=-4.1851814741034735E-7 evalInputDelta=1.9486993551254272E-5
New Minimum: 8.972118303179741 > 8.972060542553663
WOLFE (weak): th(51.70643256076521)=8.972060542553663; dx=-4.196923553402867E-7 evalInputDelta=7.724761962890625E-5
New Minimum: 8.972060542553663 > 8.971754483878613
WOLFE (weak): th(258.53216280382605)=8.971754483878613; dx=-4.1488437914279527E-7 evalInputDelta=3.833062946796417E-4
New Minimum: 8.971754483878613 > 8.969839803874493
WOLFE (weak): th(1551.1929768229563)=8.969839803874493; dx=-4.204606976076466E-7 evalInputDelta=0.0022979862987995148
New Minimum: 8.969839803874493 > 8.95607366785407
WOLFE (weak): th(10858.350837760694)=8.95607366785407; dx=-4.123345145498907E-7 evalInputDelta=0.016064122319221497
New Minimum: 8.95607366785407 > 8.844711314886808
END: th(86866.80670208555)=8.844711314886808; dx=-3.908015314910822E-7 evalInputDelta=0.12742647528648376
Fitness changed from 8.972137790173292 to 8.844711314886808
Iteration 1 complete. Error: 8.844711314886808 Total: 445.2000; Orientation: 0.0198; Line Search: 332.1856
Adding measurement 6a12ffca to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=8.844711314886808;dx=-3.853680173465991E-7
New Minimum: 8.844711314886808 > 8.576473984867334
WOLFE (weak): th(187148.86177126726)=8.576473984867334; dx=-3.7056934415586726E-7 evalInputDelta=0.26823733001947403
New Minimum: 8.576473984867334 > 8.31944840028882
WOLFE (weak): th(374297.7235425345)=8.31944840028882; dx=-3.5218393067089317E-7 evalInputDelta=0.5252629145979881
New Minimum: 8.31944840028882 > 7.394069127738476
END: th(1122893.1706276035)=7.394069127738476; dx=-2.9976346260042173E-7 evalInputDelta=1.4506421871483326
Fitness changed from 8.844711314886808 to 7.394069127738476
Iteration 2 complete. Error: 7.394069127738476 Total: 181.9058; Orientation: 0.0198; Line Search: 142.4992
Adding measurement 44009332 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=7.394069127738476;dx=-2.7644590650298647E-7
New Minimum: 7.394069127738476 > 5.597829297184944
END: th(2419200.0000000005)=5.597829297184944; dx=-1.739950833922213E-7 evalInputDelta=1.7962398305535316
Fitness changed from 7.394069127738476 to 5.597829297184944
Iteration 3 complete. Error: 5.597829297184944 Total: 113.8835; Orientation: 0.0194; Line Search: 74.6418
Adding measurement 56602a6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.227e+03, gradient 3.933e-04, dot -0.806; [a2e73526-6455-4e17-9797-cf7f180458be = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.597829297184944, 7.394069127738476, 8.844711314886808, 8.972137790173292
LBFGS Accumulation History: 3 points
Removed measurement 56602a6 to history. Total: 3
th(0)=5.597829297184944;dx=-1.5292978106651907E-7
New Minimum: 5.597829297184944 > 4.055658124387264
END: th(5212008.402125134)=4.055658124387264; dx=-6.485516760299948E-8 evalInputDelta=1.54217117279768
Fitness changed from 5.597829297184944 to 4.055658124387264
Iteration 4 complete. Error: 4.055658124387264 Total: 114.9146; Orientation: 0.2894; Line Search: 75.2837
Adding measurement 46b9ed28 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.306e+03, gradient 3.118e-04, dot -0.545; [a2e73526-6455-4e17-9797-cf7f180458be = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.055658124387264, 7.394069127738476, 8.844711314886808, 8.972137790173292
LBFGS Accumulation History: 3 points
Removed measurement 46b9ed28 to history. Total: 3
th(0)=4.055658124387264;dx=-9.553859298481937E-8
New Minimum: 4.055658124387264 > 3.5317821353673935
END: th(1.1228931706276037E7)=3.5317821353673935; dx=-9.16704673858411E-9 evalInputDelta=0.5238759890198708
Fitness changed from 4.055658124387264 to 3.5317821353673935
Iteration 5 complete. Error: 3.5317821353673935 Total: 120.6702; Orientation: 0.3018; Line Search: 81.4088
Adding measurement 2badf29e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.480e+02, gradient 2.944e-04, dot -0.264; [a2e73526-6455-4e17-9797-cf7f180458be = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.5317821353673935, 7.394069127738476, 8.844711314886808, 8.972137790173292
LBFGS Accumulation History: 3 points
Removed measurement 2badf29e to history. Total: 3
th(0)=3.5317821353673935;dx=-8.522297293461298E-8
Armijo: th(2.4192000000000004E7)=3.874243102967739; dx=1.3369413786655524E-8 evalInputDelta=-0.3424609676003456
New Minimum: 3.5317821353673935 > 2.9719191789627075
WOLF (strong): th(1.2096000000000002E7)=2.9719191789627075; dx=1.0360505103277823E-8 evalInputDelta=0.559862956404686
New Minimum: 2.9719191789627075 > 2.9394636675715446
END: th(4032000.0000000005)=2.9394636675715446; dx=-4.044870319629605E-8 evalInputDelta=0.5923184677958488
Fitness changed from 3.5317821353673935 to 2.9394636675715446
Iteration 6 complete. Error: 2.9394636675715446 Total: 190.0046; Orientation: 0.3054; Line Search: 150.0771
Adding measurement 1ef57a88 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.151e+03, gradient 2.390e-04, dot -0.410; [a2e73526-6455-4e17-9797-cf7f180458be = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.9394636675715446, 7.394069127738476, 8.844711314886808, 8.972137790173292
LBFGS Accumulation History: 3 points
Removed measurement 1ef57a88 to history. Total: 3
th(0)=2.9394636675715446;dx=-5.604284039490894E-8
New Minimum: 2.9394636675715446 > 2.6642244532704353
END: th(8686680.670208557)=2.6642244532704353; dx=-6.899682841657896E-9 evalInputDelta=0.2752392143011093
Fitness changed from 2.9394636675715446 to 2.6642244532704353
Iteration 7 complete. Error: 2.6642244532704353 Total: 114.2365; Orientation: 0.3003; Line Search: 75.1221
Adding measurement 6f5fc487 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.237e+03, gradient 2.551e-04, dot -0.326; [a2e73526-6455-4e17-9797-cf7f180458be = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.6642244532704353, 7.394069127738476, 8.844711314886808, 8.972137790173292
LBFGS Accumulation History: 3 points
Removed measurement 6f5fc487 to history. Total: 3
th(0)=2.6642244532704353;dx=-6.405235670830272E-8
Armijo: th(1.8714886177126728E7)=3.2357776314020157; dx=1.242005788107723E-8 evalInputDelta=-0.5715531781315804
New Minimum: 2.6642244532704353 > 2.555562622845173
WOLF (strong): th(9357443.088563364)=2.555562622845173; dx=1.2335900336569908E-8 evalInputDelta=0.10866183042526245
New Minimum: 2.555562622845173 > 2.4222575053572655
END: th(3119147.696187788)=2.4222575053572655; dx=-2.786858864448522E-8 evalInputDelta=0.24196694791316986
Fitness changed from 2.6642244532704353 to 2.4222575053572655
Iteration 8 complete. Error: 2.4222575053572655 Total: 181.3130; Orientation: 0.3067; Line Search: 141.7397
Adding measurement 96e5fd7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.625e+03, gradient 1.975e-04, dot -0.489; [a2e73526-6455-4e17-9797-cf7f180458be = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.4222575053572655, 7.394069127738476, 8.844711314886808, 8.972137790173292
LBFGS Accumulation History: 3 points
Removed measurement 96e5fd7 to history. Total: 3
th(0)=2.4222575053572655;dx=-3.799008195407653E-8
New Minimum: 2.4222575053572655 > 2.279120035469532
END: th(6720000.000000002)=2.279120035469532; dx=-8.368535790987864E-9 evalInputDelta=0.14313746988773346
Fitness changed from 2.4222575053572655 to 2.279120035469532
Iteration 9 complete. Error: 2.279120035469532 Total: 114.7437; Orientation: 0.3161; Line Search: 74.2429
Adding measurement 3fabf6ac to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.579e+03, gradient 2.252e-04, dot -0.371; [a2e73526-6455-4e17-9797-cf7f180458be = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.279120035469532, 7.394069127738476, 8.844711314886808, 8.972137790173292
LBFGS Accumulation History: 3 points
Removed measurement 3fabf6ac to history. Total: 3
th(0)=2.279120035469532;dx=-4.947014641688957E-8
Armijo: th(1.4477801117014263E7)=2.7003434151411057; dx=1.1043483136327261E-8 evalInputDelta=-0.42122337967157364
Armijo: th(7238900.558507131)=2.279488444328308; dx=1.05042901727926E-8 evalInputDelta=-3.6840885877609253E-4
New Minimum: 2.279120035469532 > 2.159816637635231
END: th(2412966.8528357106)=2.159816637635231; dx=-2.1154610601680148E-8 evalInputDelta=0.119303397834301
Fitness changed from 2.279120035469532 to 2.159816637635231
Iteration 10 complete. Error: 2.159816637635231 Total: 181.9199; Orientation: 0.3045; Line Search: 143.9142
Adding measurement 69e38a71 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.841e+03, gradient 1.746e-04, dot -0.516; [a2e73526-6455-4e17-9797-cf7f180458be = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.159816637635231, 7.394069127738476, 8.844711314886808, 8.972137790173292
LBFGS Accumulation History: 3 points
Removed measurement 69e38a71 to history. Total: 3
th(0)=2.159816637635231;dx=-2.956236676472826E-8
New Minimum: 2.159816637635231 > 2.1347457841038704
END: th(5198579.493646314)=2.1347457841038704; dx=-9.588275664740184E-9 evalInputDelta=0.025070853531360626
Fitness changed from 2.159816637635231 to 2.1347457841038704
Iteration 11 complete. Error: 2.1347457841038704 Total: 114.2516; Orientation: 0.3117; Line Search: 74.7529
Adding measurement 3371d6af to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.942e+03, gradient 1.990e-04, dot -0.431; [a2e73526-6455-4e17-9797-cf7f180458be = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.1347457841038704, 7.394069127738476, 8.844711314886808, 8.972137790173292
LBFGS Accumulation History: 3 points
Removed measurement 3371d6af to history. Total: 3
th(0)=2.1347457841038704;dx=-3.846269177372325E-8
Armijo: th(1.1200000000000006E7)=2.3701087683439255; dx=6.838861825700599E-9 evalInputDelta=-0.23536298424005508
New Minimum: 2.1347457841038704 > 2.118261083960533
WOLF (strong): th(5600000.000000003)=2.118261083960533; dx=4.261230985397494E-9 evalInputDelta=0.01648470014333725
New Minimum: 2.118261083960533 > 2.0687758773565292
END: th(1866666.6666666677)=2.0687758773565292; dx=-2.0221721111646464E-8 evalInputDelta=0.06596990674734116
Fitness changed from 2.1347457841038704 to 2.0687758773565292
Iteration 12 complete. Error: 2.0687758773565292 Total: 184.8086; Orientation: 0.3007; Line Search: 145.8297
Adding measurement 6e446e18 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.073e+03, gradient 1.639e-04, dot -0.534; [a2e73526-6455-4e17-9797-cf7f180458be = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.0687758773565292, 7.394069127738476, 8.844711314886808, 8.972137790173292
LBFGS Accumulation History: 3 points
Removed measurement 6e446e18 to history. Total: 3
th(0)=2.0687758773565292;dx=-2.6286140570577546E-8
New Minimum: 2.0687758773565292 > 2.0473421588540077
END: th(4021611.421392852)=2.0473421588540077; dx=-9.556823580631798E-9 evalInputDelta=0.021433718502521515
Fitness changed from 2.0687758773565292 to 2.0473421588540077
Iteration 13 complete. Error: 2.0473421588540077 Total: 112.5169; Orientation: 0.2931; Line Search: 74.2882
Adding measurement 1120727b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.030e+03, gradient 1.828e-04, dot -0.448; [a2e73526-6455-4e17-9797-cf7f180458be = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.0473421588540077, 7.394069127738476, 8.844711314886808, 8.972137790173292
LBFGS Accumulation History: 3 points
Removed measurement 1120727b to history. Total: 3
th(0)=2.0473421588540077;dx=-3.2653010923158046E-8
Armijo: th(8664299.156077193)=2.1928158551454544; dx=4.911238927895893E-9 evalInputDelta=-0.14547369629144669
New Minimum: 2.0473421588540077 > 2.0348414182662964
WOLF (strong): th(4332149.578038597)=2.0348414182662964; dx=1.0209461089546107E-9 evalInputDelta=0.012500740587711334
New Minimum: 2.0348414182662964 > 2.0099865570664406
END: th(1444049.8593461988)=2.0099865570664406; dx=-1.8996944138496475E-8 evalInputDelta=0.03735560178756714
Fitness changed from 2.0473421588540077 to 2.0099865570664406
Iteration 14 complete. Error: 2.0099865570664406 Total: 179.7068; Orientation: 0.3026; Line Search: 140.2429
Adding measurement 31c2d20e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.101e+03, gradient 1.543e-04, dot -0.536; [a2e73526-6455-4e17-9797-cf7f180458be = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.0099865570664406, 7.394069127738476, 8.844711314886808, 8.972137790173292
LBFGS Accumulation History: 3 points
Removed measurement 31c2d20e to history. Total: 3
th(0)=2.0099865570664406;dx=-1.9615248945471404E-8
New Minimum: 2.0099865570664406 > 1.9972996264696121
END: th(3111111.1111111133)=1.9972996264696121; dx=-9.874059768387617E-9 evalInputDelta=0.01268693059682846
Fitness changed from 2.0099865570664406 to 1.9972996264696121
Iteration 15 complete. Error: 1.9972996264696121 Total: 115.2085; Orientation: 0.3030; Line Search: 75.0392
Adding measurement 241bb3bc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.157e+03, gradient 1.733e-04, dot -0.462; [a2e73526-6455-4e17-9797-cf7f180458be = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.9972996264696121, 7.394069127738476, 8.844711314886808, 8.972137790173292
LBFGS Accumulation History: 3 points
Removed measurement 241bb3bc to history. Total: 3
th(0)=1.9972996264696121;dx=-2.909279892349615E-8
Armijo: th(6702685.702321421)=2.07170233130455; dx=-1.3367358047881254E-9 evalInputDelta=-0.07440270483493805
New Minimum: 1.9972996264696121 > 1.9865473434329033
END: th(3351342.8511607107)=1.9865473434329033; dx=-3.8299129298215805E-9 evalInputDelta=0.010752283036708832
Fitness changed from 1.9972996264696121 to 1.9865473434329033
Iteration 16 complete. Error: 1.9865473434329033 Total: 147.8687; Orientation: 0.3348; Line Search: 108.6328
Adding measurement 41c9f0a0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.164e+03, gradient 1.822e-04, dot -0.430; [a2e73526-6455-4e17-9797-cf7f180458be = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.9865473434329033, 7.394069127738476, 8.844711314886808, 8.972137790173292
LBFGS Accumulation History: 3 points
Removed measurement 41c9f0a0 to history. Total: 3
th(0)=1.9865473434329033;dx=-3.205077133206536E-8
Armijo: th(7220249.296730995)=2.1176674589514732; dx=6.410395767871153E-9 evalInputDelta=-0.13112011551856995
New Minimum: 1.9865473434329033 > 1.9716189950704575
WOLF (strong): th(3610124.6483654976)=1.9716189950704575; dx=1.2373931819216497E-9 evalInputDelta=0.014928348362445831
New Minimum: 1.9716189950704575 > 1.9560872912406921
END: th(1203374.8827884991)=1.9560872912406921; dx=-2.1983308194299896E-8 evalInputDelta=0.03046005219221115
Fitness changed from 1.9865473434329033 to 1.9560872912406921
Iteration 17 complete. Error: 1.9560872912406921 Total: 189.5463; Orientation: 0.3008; Line Search: 150.0320
Adding measurement 71c9feed to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.230e+03, gradient 1.522e-04, dot -0.515; [a2e73526-6455-4e17-9797-cf7f180458be = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.9560872912406921, 7.394069127738476, 8.844711314886808, 8.972137790173292
LBFGS Accumulation History: 3 points
Removed measurement 71c9feed to history. Total: 3
th(0)=1.9560872912406921;dx=-2.242932783373769E-8
New Minimum: 1.9560872912406921 > 1.9407256692647934
END: th(2592592.5925925947)=1.9407256692647934; dx=-8.926049821875553E-9 evalInputDelta=0.015361621975898743
Fitness changed from 1.9560872912406921 to 1.9407256692647934
Iteration 18 complete. Error: 1.9407256692647934 Total: 113.7781; Orientation: 0.3161; Line Search: 74.1911
Adding measurement 74717d04 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.270e+03, gradient 1.592e-04, dot -0.481; [a2e73526-6455-4e17-9797-cf7f180458be = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.9407256692647934, 7.394069127738476, 8.844711314886808, 8.972137790173292
LBFGS Accumulation History: 3 points
Removed measurement 74717d04 to history. Total: 3
th(0)=1.9407256692647934;dx=-2.4794818982118496E-8
Armijo: th(5585571.418601185)=1.9914082139730453; dx=-2.454609117241121E-9 evalInputDelta=-0.05068254470825195
New Minimum: 1.9407256692647934 > 1.933495156466961
END: th(2792785.7093005925)=1.933495156466961; dx=-5.428168857259857E-9 evalInputDelta=0.007230512797832489
Fitness changed from 1.9407256692647934 to 1.933495156466961
Iteration 19 complete. Error: 1.933495156466961 Total: 147.8825; Orientation: 0.2974; Line Search: 108.0895
Adding measurement 537272c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.241e+03, gradient 1.689e-04, dot -0.439; [a2e73526-6455-4e17-9797-cf7f180458be = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.933495156466961, 7.394069127738476, 8.844711314886808, 8.972137790173292
LBFGS Accumulation History: 3 points
Removed measurement 537272c to history. Total: 3
th(0)=1.933495156466961;dx=-2.7765269684212172E-8
Armijo: th(6016874.413942497)=2.0185532718896866; dx=3.2103531820121775E-9 evalInputDelta=-0.08505811542272568
New Minimum: 1.933495156466961 > 1.9268331974744797
WOLF (strong): th(3008437.2069712486)=1.9268331974744797; dx=5.720520616533975E-10 evalInputDelta=0.006661958992481232
New Minimum: 1.9268331974744797 > 1.914022222161293
END: th(1002812.4023237495)=1.914022222161293; dx=-1.9307687551092986E-8 evalInputDelta=0.019472934305667877
Fitness changed from 1.933495156466961 to 1.914022222161293
Iteration 20 complete. Error: 1.914022222161293 Total: 191.2889; Orientation: 0.2978; Line Search: 151.2099
Final threshold in iteration 21: 1.914022222161293 (> -Infinity) after 3255.649s (< 5400.000s)
