Reset training subject: 36945448581700
Reset training subject: 37014861376200
Adding measurement 18a705a to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=5.220032062381506;dx=-1.917180006768659E-6
New Minimum: 5.220032062381506 > 5.220029778778553
WOLFE (weak): th(2.154434690031884)=5.220029778778553; dx=-1.8643609888513353E-6 evalInputDelta=2.2836029529571533E-6
New Minimum: 5.220029778778553 > 5.220027171075344
WOLFE (weak): th(4.308869380063768)=5.220027171075344; dx=-1.8643311725646208E-6 evalInputDelta=4.891306161880493E-6
New Minimum: 5.220027171075344 > 5.220019694417715
WOLFE (weak): th(12.926608140191302)=5.220019694417715; dx=-1.8643384051223378E-6 evalInputDelta=1.2367963790893555E-5
New Minimum: 5.220019694417715 > 5.219983609393239
WOLFE (weak): th(51.70643256076521)=5.219983609393239; dx=-1.8642810381354492E-6 evalInputDelta=4.8452988266944885E-5
New Minimum: 5.219983609393239 > 5.219790970906615
WOLFE (weak): th(258.53216280382605)=5.219790970906615; dx=-1.8639028844104003E-6 evalInputDelta=2.4109147489070892E-4
New Minimum: 5.219790970906615 > 5.218587325885892
WOLFE (weak): th(1551.1929768229563)=5.218587325885892; dx=-1.8612179643843834E-6 evalInputDelta=0.0014447364956140518
New Minimum: 5.218587325885892 > 5.209968101233244
WOLFE (weak): th(10858.350837760694)=5.209968101233244; dx=-1.8436444572987204E-6 evalInputDelta=0.010063961148262024
New Minimum: 5.209968101233244 > 5.143003026023507
END: th(86866.80670208555)=5.143003026023507; dx=-1.6698657273786256E-6 evalInputDelta=0.07702903635799885
Fitness changed from 5.220032062381506 to 5.143003026023507
Iteration 1 complete. Error: 5.143003026023507 Total: 832.4938; Orientation: 0.0473; Line Search: 626.7021
Adding measurement 21294b60 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=5.143003026023507;dx=-1.5901634196115862E-6
New Minimum: 5.143003026023507 > 5.005264442414045
END: th(187148.86177126726)=5.005264442414045; dx=-1.3417284736149513E-6 evalInputDelta=0.13773858360946178
Fitness changed from 5.143003026023507 to 5.005264442414045
Iteration 2 complete. Error: 5.005264442414045 Total: 212.1563; Orientation: 0.0479; Line Search: 140.8612
Adding measurement 12ffe793 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=5.005264442414045;dx=-1.31436252123149E-6
New Minimum: 5.005264442414045 > 4.78635273873806
END: th(403200.00000000006)=4.78635273873806; dx=-9.039489133576956E-7 evalInputDelta=0.21891170367598534
Fitness changed from 5.005264442414045 to 4.78635273873806
Iteration 3 complete. Error: 4.78635273873806 Total: 209.7087; Orientation: 0.0479; Line Search: 138.8823
Adding measurement 1360ec47 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.464e+03, gradient 1.101e-03, dot -0.809; [b3090c6a-397d-49c4-a352-7566befd0029 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.78635273873806, 5.005264442414045, 5.143003026023507, 5.220032062381506
LBFGS Accumulation History: 3 points
Removed measurement 1360ec47 to history. Total: 3
th(0)=4.78635273873806;dx=-1.2127769338949967E-6
New Minimum: 4.78635273873806 > 4.5471644485369325
END: th(868668.0670208557)=4.5471644485369325; dx=-3.881421776266608E-7 evalInputDelta=0.23918829020112753
Fitness changed from 4.78635273873806 to 4.5471644485369325
Iteration 4 complete. Error: 4.5471644485369325 Total: 212.8448; Orientation: 0.7408; Line Search: 140.9881
Adding measurement 1945f9ec to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.606e+03, gradient 1.032e-03, dot -0.569; [b3090c6a-397d-49c4-a352-7566befd0029 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.5471644485369325, 5.005264442414045, 5.143003026023507, 5.220032062381506
LBFGS Accumulation History: 3 points
Removed measurement 1945f9ec to history. Total: 3
th(0)=4.5471644485369325;dx=-1.064538126181895E-6
New Minimum: 4.5471644485369325 > 4.350934403017163
END: th(1871488.617712673)=4.350934403017163; dx=-1.0425150658505043E-10 evalInputDelta=0.1962300455197692
Fitness changed from 4.5471644485369325 to 4.350934403017163
Iteration 5 complete. Error: 4.350934403017163 Total: 211.3291; Orientation: 0.7370; Line Search: 140.6947
Adding measurement bfc9dea to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.494e+03, gradient 1.007e-03, dot -0.336; [b3090c6a-397d-49c4-a352-7566befd0029 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.350934403017163, 5.005264442414045, 5.143003026023507, 5.220032062381506
LBFGS Accumulation History: 3 points
Removed measurement bfc9dea to history. Total: 3
th(0)=4.350934403017163;dx=-1.0145712017337754E-6
New Minimum: 4.350934403017163 > 4.3433761317282915
WOLF (strong): th(4032000.0000000014)=4.3433761317282915; dx=2.3826689146103355E-7 evalInputDelta=0.007558271288871765
New Minimum: 4.3433761317282915 > 4.10526080429554
WOLF (strong): th(2016000.0000000007)=4.10526080429554; dx=2.101751105229876E-7 evalInputDelta=0.24567359872162342
New Minimum: 4.10526080429554 > 4.099432088434696
END: th(672000.0000000002)=4.099432088434696; dx=-4.0806776963829156E-7 evalInputDelta=0.2515023145824671
Fitness changed from 4.350934403017163 to 4.099432088434696
Iteration 6 complete. Error: 4.099432088434696 Total: 352.5108; Orientation: 0.7427; Line Search: 282.0756
Adding measurement 578d28f6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.024e+03, gradient 8.015e-04, dot -0.437; [b3090c6a-397d-49c4-a352-7566befd0029 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.099432088434696, 5.005264442414045, 5.143003026023507, 5.220032062381506
LBFGS Accumulation History: 3 points
Removed measurement 578d28f6 to history. Total: 3
th(0)=4.099432088434696;dx=-6.424457429530643E-7
New Minimum: 4.099432088434696 > 3.9079046100378036
WOLF (strong): th(1447780.1117014263)=3.9079046100378036; dx=2.503776055003973E-8 evalInputDelta=0.19152747839689255
END: th(723890.0558507132)=3.9370387960225344; dx=-2.3003027602164383E-7 evalInputDelta=0.16239329241216183
Fitness changed from 4.099432088434696 to 3.9079046100378036
Iteration 7 complete. Error: 3.9079046100378036 Total: 279.2685; Orientation: 0.7467; Line Search: 209.4796
Adding measurement 153a4e11 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.897e+03, gradient 8.820e-04, dot -0.372; [b3090c6a-397d-49c4-a352-7566befd0029 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.9079046100378036, 5.005264442414045, 5.143003026023507, 5.220032062381506
LBFGS Accumulation History: 3 points
Removed measurement 153a4e11 to history. Total: 3
th(0)=3.9079046100378036;dx=-7.779307729657667E-7
New Minimum: 3.9079046100378036 > 3.8058231193572283
WOLF (strong): th(1559573.8480938943)=3.8058231193572283; dx=2.719957914339934E-7 evalInputDelta=0.10208149068057537
New Minimum: 3.8058231193572283 > 3.737104518339038
END: th(779786.9240469472)=3.737104518339038; dx=-2.731138326984216E-8 evalInputDelta=0.17080009169876575
Fitness changed from 3.9079046100378036 to 3.737104518339038
Iteration 8 complete. Error: 3.737104518339038 Total: 280.5400; Orientation: 0.7402; Line Search: 209.5885
Adding measurement fda3129 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.397e+03, gradient 7.324e-04, dot -0.458; [b3090c6a-397d-49c4-a352-7566befd0029 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.737104518339038, 5.005264442414045, 5.143003026023507, 5.220032062381506
LBFGS Accumulation History: 3 points
Removed measurement fda3129 to history. Total: 3
th(0)=3.737104518339038;dx=-5.363838462146195E-7
New Minimum: 3.737104518339038 > 3.7093465365469456
WOLF (strong): th(1680000.0000000007)=3.7093465365469456; dx=1.6927580829318828E-7 evalInputDelta=0.027757981792092323
New Minimum: 3.7093465365469456 > 3.6498811319470406
WOLF (strong): th(840000.0000000003)=3.6498811319470406; dx=7.970925514928857E-8 evalInputDelta=0.08722338639199734
END: th(280000.0000000001)=3.674925986677408; dx=-3.270538333371128E-7 evalInputDelta=0.06217853166162968
Fitness changed from 3.737104518339038 to 3.6498811319470406
Iteration 9 complete. Error: 3.6498811319470406 Total: 350.4440; Orientation: 0.7328; Line Search: 278.9769
Adding measurement 2c44a4d5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.462e+03, gradient 7.784e-04, dot -0.423; [b3090c6a-397d-49c4-a352-7566befd0029 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.6498811319470406, 5.005264442414045, 5.143003026023507, 5.220032062381506
LBFGS Accumulation History: 3 points
Removed measurement 2c44a4d5 to history. Total: 3
th(0)=3.6498811319470406;dx=-6.058308821332245E-7
New Minimum: 3.6498811319470406 > 3.562982289120555
WOLF (strong): th(603241.7132089278)=3.562982289120555; dx=7.639048290993451E-8 evalInputDelta=0.08689884282648563
END: th(301620.8566044639)=3.5774905011057854; dx=-3.040850219560571E-7 evalInputDelta=0.07239063084125519
Fitness changed from 3.6498811319470406 to 3.562982289120555
Iteration 10 complete. Error: 3.562982289120555 Total: 279.7112; Orientation: 0.7412; Line Search: 209.3273
Adding measurement 7f1e4687 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.657e+03, gradient 6.688e-04, dot -0.483; [b3090c6a-397d-49c4-a352-7566befd0029 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.562982289120555, 5.005264442414045, 5.143003026023507, 5.220032062381506
LBFGS Accumulation History: 3 points
Removed measurement 7f1e4687 to history. Total: 3
th(0)=3.562982289120555;dx=-4.4730389269700846E-7
New Minimum: 3.562982289120555 > 3.508839175105095
WOLF (strong): th(649822.4367057894)=3.508839175105095; dx=8.170689828040218E-8 evalInputDelta=0.054143114015460014
END: th(324911.2183528947)=3.511294834315777; dx=-1.4915453994423997E-7 evalInputDelta=0.0516874548047781
Fitness changed from 3.562982289120555 to 3.508839175105095
Iteration 11 complete. Error: 3.508839175105095 Total: 278.9737; Orientation: 0.7482; Line Search: 208.2117
Adding measurement 589b4556 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.718e+03, gradient 7.053e-04, dot -0.449; [b3090c6a-397d-49c4-a352-7566befd0029 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.508839175105095, 5.005264442414045, 5.143003026023507, 5.220032062381506
LBFGS Accumulation History: 3 points
Removed measurement 589b4556 to history. Total: 3
th(0)=3.508839175105095;dx=-4.974251478894015E-7
New Minimum: 3.508839175105095 > 3.4622723888605833
WOLF (strong): th(700000.0000000005)=3.4622723888605833; dx=1.941329690044834E-7 evalInputDelta=0.046566786244511604
New Minimum: 3.4622723888605833 > 3.4497928135097027
END: th(350000.00000000023)=3.4497928135097027; dx=-1.1941594516649772E-7 evalInputDelta=0.05904636159539223
Fitness changed from 3.508839175105095 to 3.4497928135097027
Iteration 12 complete. Error: 3.4497928135097027 Total: 276.9739; Orientation: 0.7404; Line Search: 205.4170
Adding measurement 754bcbc4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.831e+03, gradient 4.698e-04, dot -0.652; [b3090c6a-397d-49c4-a352-7566befd0029 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.4497928135097027, 5.005264442414045, 5.143003026023507, 5.220032062381506
LBFGS Accumulation History: 3 points
Removed measurement 754bcbc4 to history. Total: 3
th(0)=3.4497928135097027;dx=-2.206946832675525E-7
New Minimum: 3.4497928135097027 > 3.396720053628087
END: th(754052.1415111598)=3.396720053628087; dx=-7.417870484154682E-8 evalInputDelta=0.05307275988161564
Fitness changed from 3.4497928135097027 to 3.396720053628087
Iteration 13 complete. Error: 3.396720053628087 Total: 212.5355; Orientation: 0.7346; Line Search: 141.1573
Adding measurement 59c62f94 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.921e+03, gradient 6.114e-04, dot -0.498; [b3090c6a-397d-49c4-a352-7566befd0029 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.396720053628087, 5.005264442414045, 5.143003026023507, 5.220032062381506
LBFGS Accumulation History: 3 points
Removed measurement 59c62f94 to history. Total: 3
th(0)=3.396720053628087;dx=-3.7375574098645773E-7
Armijo: th(1624556.0917644738)=3.437060721218586; dx=1.1923945981496555E-7 evalInputDelta=-0.040340667590498924
New Minimum: 3.396720053628087 > 3.3829362001270056
WOLF (strong): th(812278.0458822369)=3.3829362001270056; dx=1.3861820657618411E-7 evalInputDelta=0.013783853501081467
New Minimum: 3.3829362001270056 > 3.3624420631676912
END: th(270759.3486274123)=3.3624420631676912; dx=-9.107559157036523E-8 evalInputDelta=0.03427799046039581
Fitness changed from 3.396720053628087 to 3.3624420631676912
Iteration 14 complete. Error: 3.3624420631676912 Total: 353.0878; Orientation: 0.7374; Line Search: 282.2638
Adding measurement 4ae03e2b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.945e+03, gradient 4.410e-04, dot -0.669; [b3090c6a-397d-49c4-a352-7566befd0029 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.3624420631676912, 5.005264442414045, 5.143003026023507, 5.220032062381506
LBFGS Accumulation History: 3 points
Removed measurement 4ae03e2b to history. Total: 3
th(0)=3.3624420631676912;dx=-1.9447775665308166E-7
New Minimum: 3.3624420631676912 > 3.3265773467719555
END: th(583333.3333333337)=3.3265773467719555; dx=-6.999563801607198E-8 evalInputDelta=0.03586471639573574
Fitness changed from 3.3624420631676912 to 3.3265773467719555
Iteration 15 complete. Error: 3.3265773467719555 Total: 211.8813; Orientation: 0.8216; Line Search: 141.8903
Adding measurement 45cc2c3e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.011e+03, gradient 5.696e-04, dot -0.518; [b3090c6a-397d-49c4-a352-7566befd0029 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.3265773467719555, 5.005264442414045, 5.143003026023507, 5.220032062381506
LBFGS Accumulation History: 3 points
Removed measurement 45cc2c3e to history. Total: 3
th(0)=3.3265773467719555;dx=-3.244739659462328E-7
Armijo: th(1256753.5691852665)=3.3449774384498596; dx=1.0273365142515758E-7 evalInputDelta=-0.01840009167790413
New Minimum: 3.3265773467719555 > 3.3104471135884523
WOLF (strong): th(628376.7845926333)=3.3104471135884523; dx=1.0829772964742645E-7 evalInputDelta=0.01613023318350315
New Minimum: 3.3104471135884523 > 3.301809437572956
END: th(209458.92819754442)=3.301809437572956; dx=-1.1640185816704751E-7 evalInputDelta=0.024767909198999405
Fitness changed from 3.3265773467719555 to 3.301809437572956
Iteration 16 complete. Error: 3.301809437572956 Total: 348.6178; Orientation: 0.7564; Line Search: 276.7101
Adding measurement 2c62df80 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.016e+03, gradient 4.042e-04, dot -0.708; [b3090c6a-397d-49c4-a352-7566befd0029 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.301809437572956, 5.005264442414045, 5.143003026023507, 5.220032062381506
LBFGS Accumulation History: 3 points
Removed measurement 2c62df80 to history. Total: 3
th(0)=3.301809437572956;dx=-1.6334363178645825E-7
New Minimum: 3.301809437572956 > 3.2724715434014797
END: th(451265.5810456872)=3.2724715434014797; dx=-1.0137546454725243E-7 evalInputDelta=0.029337894171476364
Fitness changed from 3.301809437572956 to 3.2724715434014797
Iteration 17 complete. Error: 3.2724715434014797 Total: 200.7519; Orientation: 0.7283; Line Search: 130.9288
Adding measurement 443c53e5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.072e+03, gradient 4.722e-04, dot -0.603; [b3090c6a-397d-49c4-a352-7566befd0029 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.2724715434014797, 5.005264442414045, 5.143003026023507, 5.220032062381506
LBFGS Accumulation History: 3 points
Removed measurement 443c53e5 to history. Total: 3
th(0)=3.2724715434014797;dx=-2.2296139677921323E-7
New Minimum: 3.2724715434014797 > 3.2572951521724463
WOLF (strong): th(972222.2222222231)=3.2572951521724463; dx=2.6741884508652958E-8 evalInputDelta=0.01517639122903347
New Minimum: 3.2572951521724463 > 3.2520038448274136
WOLF (strong): th(486111.11111111153)=3.2520038448274136; dx=6.164790075987412E-9 evalInputDelta=0.020467698574066162
END: th(162037.03703703717)=3.2583182621747255; dx=-1.1729900622603535E-7 evalInputDelta=0.014153281226754189
Fitness changed from 3.2724715434014797 to 3.2520038448274136
Iteration 18 complete. Error: 3.2520038448274136 Total: 340.9989; Orientation: 0.7363; Line Search: 269.7903
Final threshold in iteration 18: 3.2520038448274136 (> -Infinity) after 5444.828s (< 5400.000s)
