Reset training subject: 553366914672600
Reset training subject: 553369483261400
Adding measurement 34fa0b3f to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=7.784711178392172;dx=-4.5079410622877816E-5
New Minimum: 7.784711178392172 > 7.784552685916424
WOLFE (weak): th(2.154434690031884)=7.784552685916424; dx=-4.5181479282381916E-5 evalInputDelta=1.5849247574806213E-4
New Minimum: 7.784552685916424 > 7.784394100308418
WOLFE (weak): th(4.308869380063768)=7.784394100308418; dx=-4.560487083423437E-5 evalInputDelta=3.170780837535858E-4
New Minimum: 7.784394100308418 > 7.783759288489819
WOLFE (weak): th(12.926608140191302)=7.783759288489819; dx=-4.59056113775313E-5 evalInputDelta=9.518899023532867E-4
New Minimum: 7.783759288489819 > 7.780901610851288
WOLFE (weak): th(51.70643256076521)=7.780901610851288; dx=-4.472357545758264E-5 evalInputDelta=0.003809567540884018
New Minimum: 7.780901610851288 > 7.765581173822284
WOLFE (weak): th(258.53216280382605)=7.765581173822284; dx=-4.5724498894323285E-5 evalInputDelta=0.019130004569888115
New Minimum: 7.765581173822284 > 7.669153638184071
WOLFE (weak): th(1551.1929768229563)=7.669153638184071; dx=-4.563945467645729E-5 evalInputDelta=0.11555754020810127
New Minimum: 7.669153638184071 > 7.113714559003711
END: th(10858.350837760694)=7.113714559003711; dx=-2.8672104501644913E-5 evalInputDelta=0.6709966193884611
Fitness changed from 7.784711178392172 to 7.113714559003711
Iteration 1 complete. Error: 7.113714559003711 Total: 26.4741; Orientation: 0.0031; Line Search: 19.1022
Adding measurement 13862f05 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=7.113714559003711;dx=-3.448149173165375E-5
New Minimum: 7.113714559003711 > 6.33677027001977
END: th(23393.607721408407)=6.33677027001977; dx=-1.3911307513169628E-5 evalInputDelta=0.7769442889839411
Fitness changed from 7.113714559003711 to 6.33677027001977
Iteration 2 complete. Error: 6.33677027001977 Total: 8.3867; Orientation: 0.0015; Line Search: 4.8828
Adding measurement b4de2c5 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=6.33677027001977;dx=-3.3424252159903584E-5
New Minimum: 6.33677027001977 > 5.461453579366207
END: th(50400.00000000001)=5.461453579366207; dx=-4.581242790578375E-6 evalInputDelta=0.8753166906535625
Fitness changed from 6.33677027001977 to 5.461453579366207
Iteration 3 complete. Error: 5.461453579366207 Total: 7.0070; Orientation: 0.0016; Line Search: 4.6479
Adding measurement 52f95c26 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.827e+02, gradient 5.807e-03, dot -0.461; [8b5d1477-1bb0-4db1-a6ef-03c1b7b7b403 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.461453579366207, 6.33677027001977, 7.113714559003711, 7.784711178392172
LBFGS Accumulation History: 3 points
Removed measurement 52f95c26 to history. Total: 3
th(0)=5.461453579366207;dx=-3.1005954844568E-5
New Minimum: 5.461453579366207 > 4.6183881759643555
WOLF (strong): th(108583.50837760697)=4.6183881759643555; dx=4.3735644309395364E-6 evalInputDelta=0.8430654034018517
New Minimum: 4.6183881759643555 > 4.4508911445736885
END: th(54291.75418880348)=4.4508911445736885; dx=-1.6413490578996968E-6 evalInputDelta=1.0105624347925186
Fitness changed from 5.461453579366207 to 4.4508911445736885
Iteration 4 complete. Error: 4.4508911445736885 Total: 9.2128; Orientation: 0.0228; Line Search: 6.8902
Adding measurement 61b9f2a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.547e+02, gradient 5.113e-03, dot -0.333; [8b5d1477-1bb0-4db1-a6ef-03c1b7b7b403 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.4508911445736885, 6.33677027001977, 7.113714559003711, 7.784711178392172
LBFGS Accumulation History: 3 points
Removed measurement 61b9f2a to history. Total: 3
th(0)=4.4508911445736885;dx=-2.397858059330811E-5
New Minimum: 4.4508911445736885 > 4.140288598835468
WOLF (strong): th(116968.03860704206)=4.140288598835468; dx=4.678522356805951E-6 evalInputDelta=0.3106025457382202
New Minimum: 4.140288598835468 > 3.7778405472636223
WOLF (strong): th(58484.01930352103)=3.7778405472636223; dx=1.1691036364497798E-6 evalInputDelta=0.6730505973100662
END: th(19494.673101173677)=3.9789482578635216; dx=-1.2946209803707125E-5 evalInputDelta=0.47194288671016693
Fitness changed from 4.4508911445736885 to 3.7778405472636223
Iteration 5 complete. Error: 3.7778405472636223 Total: 11.6605; Orientation: 0.0230; Line Search: 9.2653
Adding measurement 67aa8e8c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.731e+02, gradient 4.571e-03, dot -0.340; [8b5d1477-1bb0-4db1-a6ef-03c1b7b7b403 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.7778405472636223, 6.33677027001977, 7.113714559003711, 7.784711178392172
LBFGS Accumulation History: 3 points
Removed measurement 67aa8e8c to history. Total: 3
th(0)=3.7778405472636223;dx=-1.9261004080254903E-5
New Minimum: 3.7778405472636223 > 3.266916237771511
END: th(42000.000000000015)=3.266916237771511; dx=-1.3506376704563944E-6 evalInputDelta=0.5109243094921112
Fitness changed from 3.7778405472636223 to 3.266916237771511
Iteration 6 complete. Error: 3.266916237771511 Total: 7.1027; Orientation: 0.0229; Line Search: 4.6764
Adding measurement 2654286 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.882e+02, gradient 3.507e-03, dot -0.362; [8b5d1477-1bb0-4db1-a6ef-03c1b7b7b403 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.266916237771511, 6.33677027001977, 7.113714559003711, 7.784711178392172
LBFGS Accumulation History: 3 points
Removed measurement 2654286 to history. Total: 3
th(0)=3.266916237771511;dx=-1.1097524767889054E-5
New Minimum: 3.266916237771511 > 3.064367886632681
WOLF (strong): th(90486.25698133915)=3.064367886632681; dx=3.178792292061584E-6 evalInputDelta=0.20254835113883018
New Minimum: 3.064367886632681 > 2.9604994878172874
END: th(45243.12849066957)=2.9604994878172874; dx=-8.797166174661005E-7 evalInputDelta=0.30641674995422363
Fitness changed from 3.266916237771511 to 2.9604994878172874
Iteration 7 complete. Error: 2.9604994878172874 Total: 9.2635; Orientation: 0.0230; Line Search: 6.9295
Adding measurement 71efe908 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.861e+02, gradient 3.414e-03, dot -0.350; [8b5d1477-1bb0-4db1-a6ef-03c1b7b7b403 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.9604994878172874, 6.33677027001977, 7.113714559003711, 7.784711178392172
LBFGS Accumulation History: 3 points
Removed measurement 71efe908 to history. Total: 3
th(0)=2.9604994878172874;dx=-1.0917492606660904E-5
Armijo: th(97473.3655058684)=2.970671735703945; dx=3.570952059852396E-6 evalInputDelta=-0.010172247886657715
New Minimum: 2.9604994878172874 > 2.7526334673166275
WOLF (strong): th(48736.6827529342)=2.7526334673166275; dx=1.1949695444399922E-6 evalInputDelta=0.20786602050065994
END: th(16245.560917644732)=2.8039888069033623; dx=-5.086233302371914E-6 evalInputDelta=0.15651068091392517
Fitness changed from 2.9604994878172874 to 2.7526334673166275
Iteration 8 complete. Error: 2.7526334673166275 Total: 11.5790; Orientation: 0.0244; Line Search: 9.2498
Adding measurement 3b7afe6c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.849e+02, gradient 3.282e-03, dot -0.340; [8b5d1477-1bb0-4db1-a6ef-03c1b7b7b403 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.7526334673166275, 6.33677027001977, 7.113714559003711, 7.784711178392172
LBFGS Accumulation History: 3 points
Removed measurement 3b7afe6c to history. Total: 3
th(0)=2.7526334673166275;dx=-9.565704171748571E-6
New Minimum: 2.7526334673166275 > 2.5270783826708794
END: th(35000.000000000015)=2.5270783826708794; dx=-1.5004019072961945E-7 evalInputDelta=0.22555508464574814
Fitness changed from 2.7526334673166275 to 2.5270783826708794
Iteration 9 complete. Error: 2.5270783826708794 Total: 6.9620; Orientation: 0.0229; Line Search: 4.6066
Adding measurement 669b0746 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.268e+02, gradient 2.804e-03, dot -0.390; [8b5d1477-1bb0-4db1-a6ef-03c1b7b7b403 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.5270783826708794, 6.33677027001977, 7.113714559003711, 7.784711178392172
LBFGS Accumulation History: 3 points
Removed measurement 669b0746 to history. Total: 3
th(0)=2.5270783826708794;dx=-6.993784275648972E-6
New Minimum: 2.5270783826708794 > 2.477848067879677
WOLF (strong): th(75405.21415111597)=2.477848067879677; dx=2.1529015363509044E-6 evalInputDelta=0.049230314791202545
New Minimum: 2.477848067879677 > 2.3934385627508163
WOLF (strong): th(37702.607075557986)=2.3934385627508163; dx=4.43293857824383E-7 evalInputDelta=0.13363981992006302
END: th(12567.535691852661)=2.4417854845523834; dx=-3.849316500591851E-6 evalInputDelta=0.08529289811849594
Fitness changed from 2.5270783826708794 to 2.3934385627508163
Iteration 10 complete. Error: 2.3934385627508163 Total: 12.5852; Orientation: 0.0232; Line Search: 10.2505
Adding measurement 132d32cc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.295e+02, gradient 2.942e-03, dot -0.330; [8b5d1477-1bb0-4db1-a6ef-03c1b7b7b403 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.3934385627508163, 6.33677027001977, 7.113714559003711, 7.784711178392172
LBFGS Accumulation History: 3 points
Removed measurement 132d32cc to history. Total: 3
th(0)=2.3934385627508163;dx=-7.979454339417186E-6
New Minimum: 2.3934385627508163 > 2.2696900218725204
WOLF (strong): th(27075.934862741226)=2.2696900218725204; dx=1.2648750224231914E-7 evalInputDelta=0.1237485408782959
END: th(13537.967431370613)=2.2960121408104897; dx=-3.5085377861656568E-6 evalInputDelta=0.09742642194032669
Fitness changed from 2.3934385627508163 to 2.2696900218725204
Iteration 11 complete. Error: 2.2696900218725204 Total: 9.2429; Orientation: 0.0235; Line Search: 6.9177
Adding measurement 17a63f57 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.487e+02, gradient 2.323e-03, dot -0.400; [8b5d1477-1bb0-4db1-a6ef-03c1b7b7b403 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.2696900218725204, 6.33677027001977, 7.113714559003711, 7.784711178392172
LBFGS Accumulation History: 3 points
Removed measurement 17a63f57 to history. Total: 3
th(0)=2.2696900218725204;dx=-4.65155489692458E-6
New Minimum: 2.2696900218725204 > 2.1710721887648106
END: th(29166.666666666686)=2.1710721887648106; dx=-8.86689726353424E-7 evalInputDelta=0.09861783310770988
Fitness changed from 2.2696900218725204 to 2.1710721887648106
Iteration 12 complete. Error: 2.1710721887648106 Total: 6.9105; Orientation: 0.0231; Line Search: 4.5910
Adding measurement 1a671c3d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.314e+02, gradient 2.093e-03, dot -0.418; [8b5d1477-1bb0-4db1-a6ef-03c1b7b7b403 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.1710721887648106, 6.33677027001977, 7.113714559003711, 7.784711178392172
LBFGS Accumulation History: 3 points
Removed measurement 1a671c3d to history. Total: 3
th(0)=2.1710721887648106;dx=-3.7999351956017887E-6
New Minimum: 2.1710721887648106 > 2.093776859343052
WOLF (strong): th(62837.67845926332)=2.093776859343052; dx=7.578261071079606E-7 evalInputDelta=0.07729532942175865
New Minimum: 2.093776859343052 > 2.079692393541336
END: th(31418.83922963166)=2.079692393541336; dx=-8.144909517969069E-7 evalInputDelta=0.0913797952234745
Fitness changed from 2.1710721887648106 to 2.079692393541336
Iteration 13 complete. Error: 2.079692393541336 Total: 9.2883; Orientation: 0.0232; Line Search: 6.9222
Adding measurement 5c65391a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.914e+02, gradient 2.176e-03, dot -0.423; [8b5d1477-1bb0-4db1-a6ef-03c1b7b7b403 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.079692393541336, 6.33677027001977, 7.113714559003711, 7.784711178392172
LBFGS Accumulation History: 3 points
Removed measurement 5c65391a to history. Total: 3
th(0)=2.079692393541336;dx=-4.068141714273336E-6
New Minimum: 2.079692393541336 > 2.0441097021102905
WOLF (strong): th(67689.83715685307)=2.0441097021102905; dx=8.670662538073248E-7 evalInputDelta=0.03558269143104553
New Minimum: 2.0441097021102905 > 2.0064015239477158
END: th(33844.918578426536)=2.0064015239477158; dx=-2.2894555462653493E-8 evalInputDelta=0.0732908695936203
Fitness changed from 2.079692393541336 to 2.0064015239477158
Iteration 14 complete. Error: 2.0064015239477158 Total: 9.2737; Orientation: 0.0253; Line Search: 6.9779
Adding measurement 7d65726c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.368e+02, gradient 2.280e-03, dot -0.374; [8b5d1477-1bb0-4db1-a6ef-03c1b7b7b403 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.0064015239477158, 6.33677027001977, 7.113714559003711, 7.784711178392172
LBFGS Accumulation History: 3 points
Removed measurement 7d65726c to history. Total: 3
th(0)=2.0064015239477158;dx=-4.647690114489629E-6
New Minimum: 2.0064015239477158 > 2.004049725830555
WOLF (strong): th(72916.66666666672)=2.004049725830555; dx=1.8496348335996043E-6 evalInputDelta=0.002351798117160797
New Minimum: 2.004049725830555 > 1.9220569245517254
WOLF (strong): th(36458.33333333336)=1.9220569245517254; dx=7.875755176385074E-7 evalInputDelta=0.08434459939599037
END: th(12152.777777777786)=1.9491346403956413; dx=-2.9926252275861164E-6 evalInputDelta=0.05726688355207443
Fitness changed from 2.0064015239477158 to 1.9220569245517254
Iteration 15 complete. Error: 1.9220569245517254 Total: 11.6639; Orientation: 0.0231; Line Search: 9.3561
Adding measurement 1d8149ec to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.635e+02, gradient 2.528e-03, dot -0.345; [8b5d1477-1bb0-4db1-a6ef-03c1b7b7b403 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.9220569245517254, 6.33677027001977, 7.113714559003711, 7.784711178392172
LBFGS Accumulation History: 3 points
Removed measurement 1d8149ec to history. Total: 3
th(0)=1.9220569245517254;dx=-5.52065612189782E-6
New Minimum: 1.9220569245517254 > 1.8566246293485165
WOLF (strong): th(26182.366024693052)=1.8566246293485165; dx=8.47717410933003E-7 evalInputDelta=0.06543229520320892
END: th(13091.183012346526)=1.8626912981271744; dx=-2.3577787988104556E-6 evalInputDelta=0.05936562642455101
Fitness changed from 1.9220569245517254 to 1.8566246293485165
Iteration 16 complete. Error: 1.8566246293485165 Total: 9.2196; Orientation: 0.0233; Line Search: 6.8522
Adding measurement 1c1dba57 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.051e+02, gradient 2.086e-03, dot -0.372; [8b5d1477-1bb0-4db1-a6ef-03c1b7b7b403 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.8566246293485165, 6.33677027001977, 7.113714559003711, 7.784711178392172
LBFGS Accumulation History: 3 points
Removed measurement 1c1dba57 to history. Total: 3
th(0)=1.8566246293485165;dx=-3.748870983558014E-6
New Minimum: 1.8566246293485165 > 1.7874168008565903
END: th(28204.09881535545)=1.7874168008565903; dx=-2.7734911887760116E-8 evalInputDelta=0.0692078284919262
Fitness changed from 1.8566246293485165 to 1.7874168008565903
Iteration 17 complete. Error: 1.7874168008565903 Total: 6.9345; Orientation: 0.0227; Line Search: 4.6267
Adding measurement 77ef4ad9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.780e+02, gradient 1.999e-03, dot -0.413; [8b5d1477-1bb0-4db1-a6ef-03c1b7b7b403 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.7874168008565903, 6.33677027001977, 7.113714559003711, 7.784711178392172
LBFGS Accumulation History: 3 points
Removed measurement 77ef4ad9 to history. Total: 3
th(0)=1.7874168008565903;dx=-3.4108417918672466E-6
New Minimum: 1.7874168008565903 > 1.7803779318928719
WOLF (strong): th(60763.88888888894)=1.7803779318928719; dx=1.3494007673834307E-6 evalInputDelta=0.007038868963718414
New Minimum: 1.7803779318928719 > 1.7379652187228203
WOLF (strong): th(30381.94444444447)=1.7379652187228203; dx=3.738105666579987E-7 evalInputDelta=0.04945158213376999
END: th(10127.314814814823)=1.7562739998102188; dx=-1.957410276977752E-6 evalInputDelta=0.03114280104637146
Fitness changed from 1.7874168008565903 to 1.7379652187228203
Iteration 18 complete. Error: 1.7379652187228203 Total: 11.6440; Orientation: 0.0243; Line Search: 9.2442
Adding measurement 6a5e916a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.890e+02, gradient 2.182e-03, dot -0.339; [8b5d1477-1bb0-4db1-a6ef-03c1b7b7b403 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.7379652187228203, 6.33677027001977, 7.113714559003711, 7.784711178392172
LBFGS Accumulation History: 3 points
Removed measurement 6a5e916a to history. Total: 3
th(0)=1.7379652187228203;dx=-4.103449743219113E-6
New Minimum: 1.7379652187228203 > 1.6814830005168915
END: th(21818.63835391088)=1.6814830005168915; dx=-1.695069905690257E-7 evalInputDelta=0.0564822182059288
Fitness changed from 1.7379652187228203 to 1.6814830005168915
Iteration 19 complete. Error: 1.6814830005168915 Total: 7.9592; Orientation: 0.0256; Line Search: 5.6147
Adding measurement 742573d5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.426e+02, gradient 1.718e-03, dot -0.438; [8b5d1477-1bb0-4db1-a6ef-03c1b7b7b403 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.6814830005168915, 6.33677027001977, 7.113714559003711, 7.784711178392172
LBFGS Accumulation History: 3 points
Removed measurement 742573d5 to history. Total: 3
th(0)=1.6814830005168915;dx=-2.470426686874122E-6
New Minimum: 1.6814830005168915 > 1.633104294538498
WOLF (strong): th(47006.83135892576)=1.633104294538498; dx=4.2720508418709807E-7 evalInputDelta=0.048378705978393555
END: th(23503.41567946288)=1.6381778568029404; dx=-7.919235193358961E-7 evalInputDelta=0.04330514371395111
Fitness changed from 1.6814830005168915 to 1.633104294538498
Iteration 20 complete. Error: 1.633104294538498 Total: 9.2644; Orientation: 0.0256; Line Search: 6.9216
Final threshold in iteration 21: 1.633104294538498 (> -Infinity) after 201.634s (< 5400.000s)
