Reset training subject: 9777322891484
Reset training subject: 9798043759100
Adding measurement 73c5e21e to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=15.270088866353035;dx=-2.6913776768725266E-4
New Minimum: 15.270088866353035 > 15.269466362893581
WOLFE (weak): th(2.154434690031884)=15.269466362893581; dx=-2.6894292695342167E-4 evalInputDelta=6.225034594535828E-4
New Minimum: 15.269466362893581 > 15.268845040351152
WOLFE (weak): th(4.308869380063768)=15.268845040351152; dx=-2.6907839274840255E-4 evalInputDelta=0.001243826001882553
New Minimum: 15.268845040351152 > 15.266359627246857
WOLFE (weak): th(12.926608140191302)=15.266359627246857; dx=-2.6899684124359494E-4 evalInputDelta=0.0037292391061782837
New Minimum: 15.266359627246857 > 15.255188412964344
WOLFE (weak): th(51.70643256076521)=15.255188412964344; dx=-2.6841535139629556E-4 evalInputDelta=0.014900453388690948
New Minimum: 15.255188412964344 > 15.195956688374281
WOLFE (weak): th(258.53216280382605)=15.195956688374281; dx=-2.6584331438393575E-4 evalInputDelta=0.07413217797875404
New Minimum: 15.195956688374281 > 14.838555932044983
WOLFE (weak): th(1551.1929768229563)=14.838555932044983; dx=-2.502225220288139E-4 evalInputDelta=0.43153293430805206
New Minimum: 14.838555932044983 > 12.860461167991161
END: th(10858.350837760694)=12.860461167991161; dx=-1.52962180907337E-4 evalInputDelta=2.4096276983618736
Fitness changed from 15.270088866353035 to 12.860461167991161
Iteration 1 complete. Error: 12.860461167991161 Total: 258.1418; Orientation: 0.0313; Line Search: 189.7936
Adding measurement 44879180 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=12.860461167991161;dx=-1.1829678815817118E-4
New Minimum: 12.860461167991161 > 10.626080967485905
END: th(23393.607721408407)=10.626080967485905; dx=-6.323959515329468E-5 evalInputDelta=2.2343802005052567
Fitness changed from 12.860461167991161 to 10.626080967485905
Iteration 2 complete. Error: 10.626080967485905 Total: 71.3445; Orientation: 0.0309; Line Search: 47.3837
Adding measurement 3052db7f to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=10.626080967485905;dx=-5.304105423238341E-5
New Minimum: 10.626080967485905 > 8.645722556859255
END: th(50400.00000000001)=8.645722556859255; dx=-2.3611399112667603E-5 evalInputDelta=1.9803584106266499
Fitness changed from 10.626080967485905 to 8.645722556859255
Iteration 3 complete. Error: 8.645722556859255 Total: 70.6443; Orientation: 0.0299; Line Search: 46.8753
Adding measurement 3dba9c03 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.890e+02, gradient 5.030e-03, dot -0.812; [94f28427-46e2-4803-8d0b-903eefd7407f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 8.645722556859255, 10.626080967485905, 12.860461167991161, 15.270088866353035
LBFGS Accumulation History: 3 points
Removed measurement 3dba9c03 to history. Total: 3
th(0)=8.645722556859255;dx=-2.524641348978452E-5
New Minimum: 8.645722556859255 > 7.285738255828619
END: th(108583.50837760697)=7.285738255828619; dx=-3.4669943386944506E-6 evalInputDelta=1.3599843010306358
Fitness changed from 8.645722556859255 to 7.285738255828619
Iteration 4 complete. Error: 7.285738255828619 Total: 70.9862; Orientation: 0.7983; Line Search: 46.7357
Adding measurement 1e2d0b4c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.366e+02, gradient 4.812e-03, dot -0.558; [94f28427-46e2-4803-8d0b-903eefd7407f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.285738255828619, 10.626080967485905, 12.860461167991161, 15.270088866353035
LBFGS Accumulation History: 3 points
Removed measurement 1e2d0b4c to history. Total: 3
th(0)=7.285738255828619;dx=-2.312883480155383E-5
Armijo: th(233936.07721408413)=8.66175714880228; dx=1.090527228924359E-5 evalInputDelta=-1.3760188929736614
New Minimum: 7.285738255828619 > 7.213376384228468
WOLF (strong): th(116968.03860704206)=7.213376384228468; dx=1.007505779114443E-5 evalInputDelta=0.07236187160015106
New Minimum: 7.213376384228468 > 6.754427321255207
END: th(38989.346202347355)=6.754427321255207; dx=-4.405740933121482E-6 evalInputDelta=0.5313109345734119
Fitness changed from 7.285738255828619 to 6.754427321255207
Iteration 5 complete. Error: 6.754427321255207 Total: 117.7851; Orientation: 0.8099; Line Search: 93.4404
Adding measurement 69c1b39b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.303e+02, gradient 3.995e-03, dot -0.591; [94f28427-46e2-4803-8d0b-903eefd7407f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.754427321255207, 10.626080967485905, 12.860461167991161, 15.270088866353035
LBFGS Accumulation History: 3 points
Removed measurement 69c1b39b to history. Total: 3
th(0)=6.754427321255207;dx=-1.5943471950871527E-5
Armijo: th(84000.00000000003)=6.786438547074795; dx=1.1237621239648824E-5 evalInputDelta=-0.03201122581958771
New Minimum: 6.754427321255207 > 6.464902006089687
WOLF (strong): th(42000.000000000015)=6.464902006089687; dx=1.4459795185229542E-6 evalInputDelta=0.2895253151655197
END: th(14000.000000000005)=6.568806394934654; dx=-9.505148984400888E-6 evalInputDelta=0.18562092632055283
Fitness changed from 6.754427321255207 to 6.464902006089687
Iteration 6 complete. Error: 6.464902006089687 Total: 117.9748; Orientation: 0.8091; Line Search: 93.4546
Adding measurement 7862d99a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.368e+02, gradient 4.370e-03, dot -0.540; [94f28427-46e2-4803-8d0b-903eefd7407f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.464902006089687, 10.626080967485905, 12.860461167991161, 15.270088866353035
LBFGS Accumulation History: 3 points
Removed measurement 7862d99a to history. Total: 3
th(0)=6.464902006089687;dx=-1.9076627313984245E-5
New Minimum: 6.464902006089687 > 6.216646406799555
WOLF (strong): th(30162.085660446384)=6.216646406799555; dx=1.7886382029744466E-6 evalInputDelta=0.24825559929013252
END: th(15081.042830223192)=6.255947321653366; dx=-7.609507187877337E-6 evalInputDelta=0.20895468443632126
Fitness changed from 6.464902006089687 to 6.216646406799555
Iteration 7 complete. Error: 6.216646406799555 Total: 94.8660; Orientation: 0.7979; Line Search: 70.3719
Adding measurement 1e91acaa to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.728e+02, gradient 3.417e-03, dot -0.605; [94f28427-46e2-4803-8d0b-903eefd7407f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.216646406799555, 10.626080967485905, 12.860461167991161, 15.270088866353035
LBFGS Accumulation History: 3 points
Removed measurement 1e91acaa to history. Total: 3
th(0)=6.216646406799555;dx=-1.1659992898984778E-5
New Minimum: 6.216646406799555 > 6.008393384516239
END: th(32491.12183528947)=6.008393384516239; dx=-1.1363746295735353E-6 evalInputDelta=0.20825302228331566
Fitness changed from 6.216646406799555 to 6.008393384516239
Iteration 8 complete. Error: 6.008393384516239 Total: 71.4699; Orientation: 1.0560; Line Search: 46.9506
Adding measurement 64cd3779 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.618e+02, gradient 2.904e-03, dot -0.632; [94f28427-46e2-4803-8d0b-903eefd7407f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.008393384516239, 10.626080967485905, 12.860461167991161, 15.270088866353035
LBFGS Accumulation History: 3 points
Removed measurement 64cd3779 to history. Total: 3
th(0)=6.008393384516239;dx=-8.407207653282342E-6
New Minimum: 6.008393384516239 > 5.871132809668779
WOLF (strong): th(70000.00000000004)=5.871132809668779; dx=3.0149054248012948E-6 evalInputDelta=0.1372605748474598
New Minimum: 5.871132809668779 > 5.830421827733517
END: th(35000.00000000002)=5.830421827733517; dx=-1.7420444662216579E-6 evalInputDelta=0.17797155678272247
Fitness changed from 6.008393384516239 to 5.830421827733517
Iteration 9 complete. Error: 5.830421827733517 Total: 94.7134; Orientation: 0.7969; Line Search: 70.3730
Adding measurement 574b41a0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.834e+02, gradient 2.736e-03, dot -0.647; [94f28427-46e2-4803-8d0b-903eefd7407f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.830421827733517, 10.626080967485905, 12.860461167991161, 15.270088866353035
LBFGS Accumulation History: 3 points
Removed measurement 574b41a0 to history. Total: 3
th(0)=5.830421827733517;dx=-7.470880492032952E-6
New Minimum: 5.830421827733517 > 5.7208634950220585
WOLF (strong): th(75405.21415111599)=5.7208634950220585; dx=3.1667811912389344E-6 evalInputDelta=0.1095583327114582
New Minimum: 5.7208634950220585 > 5.669873856008053
END: th(37702.60707555799)=5.669873856008053; dx=-1.2352591548254058E-6 evalInputDelta=0.16054797172546387
Fitness changed from 5.830421827733517 to 5.669873856008053
Iteration 10 complete. Error: 5.669873856008053 Total: 94.5842; Orientation: 0.7965; Line Search: 70.2739
Adding measurement 5286e839 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.672e+02, gradient 2.688e-03, dot -0.612; [94f28427-46e2-4803-8d0b-903eefd7407f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.669873856008053, 10.626080967485905, 12.860461167991161, 15.270088866353035
LBFGS Accumulation History: 3 points
Removed measurement 5286e839 to history. Total: 3
th(0)=5.669873856008053;dx=-7.200831109821073E-6
New Minimum: 5.669873856008053 > 5.6363112553954124
WOLF (strong): th(81227.80458822369)=5.6363112553954124; dx=4.169914808798038E-6 evalInputDelta=0.03356260061264038
New Minimum: 5.6363112553954124 > 5.5261793956160545
END: th(40613.902294111846)=5.5261793956160545; dx=-1.1467299837297611E-7 evalInputDelta=0.1436944603919983
Fitness changed from 5.669873856008053 to 5.5261793956160545
Iteration 11 complete. Error: 5.5261793956160545 Total: 94.7292; Orientation: 0.7998; Line Search: 70.2730
Adding measurement cc69be4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.928e+02, gradient 2.852e-03, dot -0.581; [94f28427-46e2-4803-8d0b-903eefd7407f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.5261793956160545, 10.626080967485905, 12.860461167991161, 15.270088866353035
LBFGS Accumulation History: 3 points
Removed measurement cc69be4 to history. Total: 3
th(0)=5.5261793956160545;dx=-8.126588939575225E-6
Armijo: th(87500.00000000007)=5.660855315625668; dx=8.24749192170309E-6 evalInputDelta=-0.13467592000961304
New Minimum: 5.5261793956160545 > 5.404424034059048
WOLF (strong): th(43750.00000000004)=5.404424034059048; dx=1.9176334153276864E-6 evalInputDelta=0.12175536155700684
END: th(14583.333333333345)=5.431841712445021; dx=-4.363681464823993E-6 evalInputDelta=0.09433768317103386
Fitness changed from 5.5261793956160545 to 5.404424034059048
Iteration 12 complete. Error: 5.404424034059048 Total: 118.3010; Orientation: 0.8606; Line Search: 93.9218
Adding measurement 669c934c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.643e+02, gradient 3.178e-03, dot -0.506; [94f28427-46e2-4803-8d0b-903eefd7407f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.404424034059048, 10.626080967485905, 12.860461167991161, 15.270088866353035
LBFGS Accumulation History: 3 points
Removed measurement 669c934c to history. Total: 3
th(0)=5.404424034059048;dx=-1.008980243355758E-5
New Minimum: 5.404424034059048 > 5.259096723049879
WOLF (strong): th(31418.839229631663)=5.259096723049879; dx=8.513195334161649E-7 evalInputDelta=0.14532731100916862
END: th(15709.419614815832)=5.2853864803910255; dx=-4.4046223936490826E-6 evalInputDelta=0.11903755366802216
Fitness changed from 5.404424034059048 to 5.259096723049879
Iteration 13 complete. Error: 5.259096723049879 Total: 94.8416; Orientation: 0.8523; Line Search: 70.4961
Adding measurement 52a7ad89 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.917e+02, gradient 2.398e-03, dot -0.605; [94f28427-46e2-4803-8d0b-903eefd7407f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.259096723049879, 10.626080967485905, 12.860461167991161, 15.270088866353035
LBFGS Accumulation History: 3 points
Removed measurement 52a7ad89 to history. Total: 3
th(0)=5.259096723049879;dx=-5.733159283478061E-6
New Minimum: 5.259096723049879 > 5.146067883819342
END: th(33844.91857842654)=5.146067883819342; dx=-9.708048084391114E-7 evalInputDelta=0.11302883923053741
Fitness changed from 5.259096723049879 to 5.146067883819342
Iteration 14 complete. Error: 5.146067883819342 Total: 71.5148; Orientation: 0.9116; Line Search: 47.0456
Adding measurement 17c1390b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.790e+02, gradient 2.105e-03, dot -0.633; [94f28427-46e2-4803-8d0b-903eefd7407f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.146067883819342, 10.626080967485905, 12.860461167991161, 15.270088866353035
LBFGS Accumulation History: 3 points
Removed measurement 17c1390b to history. Total: 3
th(0)=5.146067883819342;dx=-4.422281048681631E-6
New Minimum: 5.146067883819342 > 5.053139343857765
WOLF (strong): th(72916.66666666673)=5.053139343857765; dx=1.1029921328937982E-6 evalInputDelta=0.09292853996157646
New Minimum: 5.053139343857765 > 5.045146256685257
END: th(36458.333333333365)=5.045146256685257; dx=-1.1812659020406303E-6 evalInputDelta=0.1009216271340847
Fitness changed from 5.146067883819342 to 5.045146256685257
Iteration 15 complete. Error: 5.045146256685257 Total: 95.0228; Orientation: 0.7982; Line Search: 70.5424
Adding measurement 9c2c578 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.855e+02, gradient 2.051e-03, dot -0.630; [94f28427-46e2-4803-8d0b-903eefd7407f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.045146256685257, 10.626080967485905, 12.860461167991161, 15.270088866353035
LBFGS Accumulation History: 3 points
Removed measurement 9c2c578 to history. Total: 3
th(0)=5.045146256685257;dx=-4.146673322832071E-6
New Minimum: 5.045146256685257 > 4.964582841843367
WOLF (strong): th(78547.09807407917)=4.964582841843367; dx=1.2648979852266312E-6 evalInputDelta=0.08056341484189034
New Minimum: 4.964582841843367 > 4.948977388441563
END: th(39273.549037039586)=4.948977388441563; dx=-8.559899106073368E-7 evalInputDelta=0.0961688682436943
Fitness changed from 5.045146256685257 to 4.948977388441563
Iteration 16 complete. Error: 4.948977388441563 Total: 94.8497; Orientation: 0.8731; Line Search: 70.4846
Adding measurement 39b0123a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.778e+02, gradient 2.060e-03, dot -0.600; [94f28427-46e2-4803-8d0b-903eefd7407f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.948977388441563, 10.626080967485905, 12.860461167991161, 15.270088866353035
LBFGS Accumulation History: 3 points
Removed measurement 39b0123a to history. Total: 3
th(0)=4.948977388441563;dx=-4.2358189743072745E-6
New Minimum: 4.948977388441563 > 4.918487157672644
WOLF (strong): th(84612.29644606636)=4.918487157672644; dx=2.2667275405236737E-6 evalInputDelta=0.03049023076891899
New Minimum: 4.918487157672644 > 4.859510354697704
END: th(42306.14822303318)=4.859510354697704; dx=-2.0236238757791102E-7 evalInputDelta=0.08946703374385834
Fitness changed from 4.948977388441563 to 4.859510354697704
Iteration 17 complete. Error: 4.859510354697704 Total: 95.2084; Orientation: 0.8496; Line Search: 70.7206
Adding measurement 3fb7dc8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.900e+02, gradient 2.214e-03, dot -0.560; [94f28427-46e2-4803-8d0b-903eefd7407f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.859510354697704, 10.626080967485905, 12.860461167991161, 15.270088866353035
LBFGS Accumulation History: 3 points
Removed measurement 3fb7dc8 to history. Total: 3
th(0)=4.859510354697704;dx=-4.8863282108546696E-6
Armijo: th(91145.83333333343)=4.92562897503376; dx=4.560645281203903E-6 evalInputDelta=-0.06611862033605576
New Minimum: 4.859510354697704 > 4.780487857758999
WOLF (strong): th(45572.916666666715)=4.780487857758999; dx=9.643418145626612E-7 evalInputDelta=0.07902249693870544
END: th(15190.972222222239)=4.800203010439873; dx=-2.663056180336791E-6 evalInputDelta=0.059307344257831573
Fitness changed from 4.859510354697704 to 4.780487857758999
Iteration 18 complete. Error: 4.780487857758999 Total: 118.5366; Orientation: 0.8382; Line Search: 94.1645
Adding measurement 7f6c4447 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.701e+02, gradient 2.467e-03, dot -0.492; [94f28427-46e2-4803-8d0b-903eefd7407f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.780487857758999, 10.626080967485905, 12.860461167991161, 15.270088866353035
LBFGS Accumulation History: 3 points
Removed measurement 7f6c4447 to history. Total: 3
th(0)=4.780487857758999;dx=-6.079957391393581E-6
New Minimum: 4.780487857758999 > 4.685903526842594
WOLF (strong): th(32727.957530866326)=4.685903526842594; dx=3.528985714970625E-7 evalInputDelta=0.09458433091640472
END: th(16363.978765433163)=4.704731207340956; dx=-2.7766831899510002E-6 evalInputDelta=0.07575665041804314
Fitness changed from 4.780487857758999 to 4.685903526842594
Iteration 19 complete. Error: 4.685903526842594 Total: 94.9745; Orientation: 0.8363; Line Search: 70.3191
Adding measurement 71d2715 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.871e+02, gradient 1.915e-03, dot -0.586; [94f28427-46e2-4803-8d0b-903eefd7407f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.685903526842594, 10.626080967485905, 12.860461167991161, 15.270088866353035
LBFGS Accumulation History: 3 points
Removed measurement 71d2715 to history. Total: 3
th(0)=4.685903526842594;dx=-3.6537065935596782E-6
New Minimum: 4.685903526842594 > 4.611857037991285
END: th(35255.12351919433)=4.611857037991285; dx=-6.163854718225832E-7 evalInputDelta=0.07404648885130882
Fitness changed from 4.685903526842594 to 4.611857037991285
Iteration 20 complete. Error: 4.611857037991285 Total: 71.2283; Orientation: 0.8506; Line Search: 46.8855
Final threshold in iteration 21: 4.611857037991285 (> -Infinity) after 2011.717s (< 5400.000s)
