Reset training subject: 21040708990000
Reset training subject: 21045845012400
Adding measurement 685efb22 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=8.467442163266242;dx=-1.719817354307903E-5
New Minimum: 8.467442163266242 > 8.467419161461294
WOLFE (weak): th(2.154434690031884)=8.467419161461294; dx=-1.7195305304193148E-5 evalInputDelta=2.300180494785309E-5
New Minimum: 8.467419161461294 > 8.467396097257733
WOLFE (weak): th(4.308869380063768)=8.467396097257733; dx=-1.719546429202938E-5 evalInputDelta=4.6066008508205414E-5
New Minimum: 8.467396097257733 > 8.467303758952767
WOLFE (weak): th(12.926608140191302)=8.467303758952767; dx=-1.7201156635686223E-5 evalInputDelta=1.3840431347489357E-4
New Minimum: 8.467303758952767 > 8.46688716346398
WOLFE (weak): th(51.70643256076521)=8.46688716346398; dx=-1.7206550240749097E-5 evalInputDelta=5.54999802261591E-4
New Minimum: 8.46688716346398 > 8.464669600129128
WOLFE (weak): th(258.53216280382605)=8.464669600129128; dx=-1.7192742650460836E-5 evalInputDelta=0.002772563137114048
New Minimum: 8.464669600129128 > 8.45057314587757
WOLFE (weak): th(1551.1929768229563)=8.45057314587757; dx=-1.787720667760687E-5 evalInputDelta=0.016869017388671637
New Minimum: 8.45057314587757 > 8.347157900221646
WOLFE (weak): th(10858.350837760694)=8.347157900221646; dx=-1.7521095171193826E-5 evalInputDelta=0.12028426304459572
New Minimum: 8.347157900221646 > 8.11610525008291
END: th(86866.80670208555)=8.11610525008291; dx=-2.9436799249207484E-6 evalInputDelta=0.3513369131833315
Fitness changed from 8.467442163266242 to 8.11610525008291
Iteration 1 complete. Error: 8.11610525008291 Total: 57.6610; Orientation: 0.0176; Line Search: 42.6658
Adding measurement 6b3aae03 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=8.11610525008291;dx=-6.023476097779663E-5
New Minimum: 8.11610525008291 > 7.018583062104881
WOLF (strong): th(187148.86177126726)=7.018583062104881; dx=1.8611366822708476E-6 evalInputDelta=1.0975221879780293
New Minimum: 7.018583062104881 > 6.942277040332556
WOLF (strong): th(93574.43088563363)=6.942277040332556; dx=1.6414691040522368E-6 evalInputDelta=1.1738282097503543
END: th(31191.476961877877)=7.093047862872481; dx=-2.6729561477088613E-5 evalInputDelta=1.0230573872104287
Fitness changed from 8.11610525008291 to 6.942277040332556
Iteration 2 complete. Error: 6.942277040332556 Total: 24.2031; Orientation: 0.0023; Line Search: 19.3744
Adding measurement 68801feb to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=6.942277040332556;dx=-9.204923257440892E-5
New Minimum: 6.942277040332556 > 5.585857681930065
WOLF (strong): th(67200.00000000001)=5.585857681930065; dx=7.1888567024832685E-6 evalInputDelta=1.3564193584024906
END: th(33600.00000000001)=5.688799865543842; dx=-2.769485609824183E-5 evalInputDelta=1.2534771747887135
Fitness changed from 6.942277040332556 to 5.585857681930065
Iteration 3 complete. Error: 5.585857681930065 Total: 19.0072; Orientation: 0.0020; Line Search: 14.2794
Adding measurement 3eaa23 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.069e+03, gradient 8.108e-03, dot -0.260; [f856c667-fd4c-4593-93d1-07010f559bd5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.585857681930065, 6.942277040332556, 8.11610525008291, 8.467442163266242
LBFGS Accumulation History: 3 points
Removed measurement 3eaa23 to history. Total: 3
th(0)=5.585857681930065;dx=-6.573186714306766E-5
New Minimum: 5.585857681930065 > 4.782395534217358
WOLF (strong): th(72389.00558507131)=4.782395534217358; dx=1.164616622174969E-5 evalInputDelta=0.8034621477127075
New Minimum: 4.782395534217358 > 4.762564539909363
END: th(36194.502792535655)=4.762564539909363; dx=-1.378963969739486E-5 evalInputDelta=0.8232931420207024
Fitness changed from 5.585857681930065 to 4.762564539909363
Iteration 4 complete. Error: 4.762564539909363 Total: 19.4515; Orientation: 0.0460; Line Search: 14.7327
Adding measurement 36b569f6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.015e+03, gradient 5.551e-03, dot -0.310; [f856c667-fd4c-4593-93d1-07010f559bd5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.762564539909363, 6.942277040332556, 8.11610525008291, 8.467442163266242
LBFGS Accumulation History: 3 points
Removed measurement 36b569f6 to history. Total: 3
th(0)=4.762564539909363;dx=-3.080875074776125E-5
New Minimum: 4.762564539909363 > 4.26477999612689
END: th(77978.69240469471)=4.26477999612689; dx=-5.902230210740093E-7 evalInputDelta=0.4977845437824726
Fitness changed from 4.762564539909363 to 4.26477999612689
Iteration 5 complete. Error: 4.26477999612689 Total: 14.1079; Orientation: 0.0274; Line Search: 9.3722
Adding measurement 3eafc7ee to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.063e+03, gradient 5.954e-03, dot -0.275; [f856c667-fd4c-4593-93d1-07010f559bd5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.26477999612689, 6.942277040332556, 8.11610525008291, 8.467442163266242
LBFGS Accumulation History: 3 points
Removed measurement 3eafc7ee to history. Total: 3
th(0)=4.26477999612689;dx=-3.5451737282301817E-5
Armijo: th(168000.00000000006)=4.685411993414164; dx=1.15806484653122E-5 evalInputDelta=-0.4206319972872734
New Minimum: 4.26477999612689 > 4.040823392570019
WOLF (strong): th(84000.00000000003)=4.040823392570019; dx=1.3157828310876934E-5 evalInputDelta=0.22395660355687141
New Minimum: 4.040823392570019 > 3.9146516919136047
END: th(28000.00000000001)=3.9146516919136047; dx=-1.2944289815566157E-5 evalInputDelta=0.35012830421328545
Fitness changed from 4.26477999612689 to 3.9146516919136047
Iteration 6 complete. Error: 3.9146516919136047 Total: 23.7522; Orientation: 0.0244; Line Search: 18.9557
Adding measurement 551ecf45 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.747e+03, gradient 3.746e-03, dot -0.349; [f856c667-fd4c-4593-93d1-07010f559bd5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.9146516919136047, 6.942277040332556, 8.11610525008291, 8.467442163266242
LBFGS Accumulation History: 3 points
Removed measurement 551ecf45 to history. Total: 3
th(0)=3.9146516919136047;dx=-1.4030878751438748E-5
New Minimum: 3.9146516919136047 > 3.6024592965841293
END: th(60324.17132089277)=3.6024592965841293; dx=-5.879296782216791E-6 evalInputDelta=0.3121923953294754
Fitness changed from 3.9146516919136047 to 3.6024592965841293
Iteration 7 complete. Error: 3.6024592965841293 Total: 14.2645; Orientation: 0.0246; Line Search: 9.5563
Adding measurement 782a131d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.031e+03, gradient 3.580e-03, dot -0.382; [f856c667-fd4c-4593-93d1-07010f559bd5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.6024592965841293, 6.942277040332556, 8.11610525008291, 8.467442163266242
LBFGS Accumulation History: 3 points
Removed measurement 782a131d to history. Total: 3
th(0)=3.6024592965841293;dx=-1.2815623662366244E-5
New Minimum: 3.6024592965841293 > 3.4626289382576942
WOLF (strong): th(129964.48734115787)=3.4626289382576942; dx=1.6910409529183325E-6 evalInputDelta=0.1398303583264351
New Minimum: 3.4626289382576942 > 3.4129288718104362
END: th(64982.24367057894)=3.4129288718104362; dx=-7.849922591458278E-7 evalInputDelta=0.18953042477369308
Fitness changed from 3.6024592965841293 to 3.4129288718104362
Iteration 8 complete. Error: 3.4129288718104362 Total: 19.7417; Orientation: 0.0241; Line Search: 14.2029
Adding measurement 30f1a962 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.719e+03, gradient 4.139e-03, dot -0.298; [f856c667-fd4c-4593-93d1-07010f559bd5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.4129288718104362, 6.942277040332556, 8.11610525008291, 8.467442163266242
LBFGS Accumulation History: 3 points
Removed measurement 30f1a962 to history. Total: 3
th(0)=3.4129288718104362;dx=-1.712992971999572E-5
Armijo: th(140000.0000000001)=3.6684725768864155; dx=8.572800027869664E-6 evalInputDelta=-0.25554370507597923
New Minimum: 3.4129288718104362 > 3.2947888672351837
WOLF (strong): th(70000.00000000004)=3.2947888672351837; dx=7.0172752198915095E-6 evalInputDelta=0.11814000457525253
New Minimum: 3.2947888672351837 > 3.252236671745777
END: th(23333.333333333347)=3.252236671745777; dx=-7.811696307842003E-6 evalInputDelta=0.16069220006465912
Fitness changed from 3.4129288718104362 to 3.252236671745777
Iteration 9 complete. Error: 3.252236671745777 Total: 23.5856; Orientation: 0.0234; Line Search: 18.7693
Adding measurement 2ab3c08 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.691e+03, gradient 2.647e-03, dot -0.422; [f856c667-fd4c-4593-93d1-07010f559bd5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.252236671745777, 6.942277040332556, 8.11610525008291, 8.467442163266242
LBFGS Accumulation History: 3 points
Removed measurement 2ab3c08 to history. Total: 3
th(0)=3.252236671745777;dx=-7.007357240922888E-6
New Minimum: 3.252236671745777 > 3.0966505110263824
END: th(50270.14276741065)=3.0966505110263824; dx=-4.97544540239151E-6 evalInputDelta=0.15558616071939468
Fitness changed from 3.252236671745777 to 3.0966505110263824
Iteration 10 complete. Error: 3.0966505110263824 Total: 14.1321; Orientation: 0.0238; Line Search: 9.4066
Adding measurement 7986f4a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.855e+03, gradient 2.493e-03, dot -0.461; [f856c667-fd4c-4593-93d1-07010f559bd5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.0966505110263824, 6.942277040332556, 8.11610525008291, 8.467442163266242
LBFGS Accumulation History: 3 points
Removed measurement 7986f4a to history. Total: 3
th(0)=3.0966505110263824;dx=-6.216231350474702E-6
New Minimum: 3.0966505110263824 > 2.864627830684185
END: th(108303.73945096492)=2.864627830684185; dx=-2.9815160961039666E-6 evalInputDelta=0.23202268034219742
Fitness changed from 3.0966505110263824 to 2.864627830684185
Iteration 11 complete. Error: 2.864627830684185 Total: 14.7662; Orientation: 0.0238; Line Search: 10.1006
Adding measurement 74100298 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.642e+03, gradient 3.004e-03, dot -0.346; [f856c667-fd4c-4593-93d1-07010f559bd5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.864627830684185, 6.942277040332556, 8.11610525008291, 8.467442163266242
LBFGS Accumulation History: 3 points
Removed measurement 74100298 to history. Total: 3
th(0)=2.864627830684185;dx=-9.026973427379982E-6
Armijo: th(233333.33333333352)=3.1843879520893097; dx=4.741334318433984E-6 evalInputDelta=-0.31976012140512466
New Minimum: 2.864627830684185 > 2.8244535624980927
WOLF (strong): th(116666.66666666676)=2.8244535624980927; dx=4.036182265495785E-6 evalInputDelta=0.04017426818609238
New Minimum: 2.8244535624980927 > 2.7418366968631744
END: th(38888.88888888892)=2.7418366968631744; dx=-2.9388887011938023E-6 evalInputDelta=0.12279113382101059
Fitness changed from 2.864627830684185 to 2.7418366968631744
Iteration 12 complete. Error: 2.7418366968631744 Total: 23.5555; Orientation: 0.0229; Line Search: 18.8561
Adding measurement 2f6df3e7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.748e+03, gradient 2.318e-03, dot -0.443; [f856c667-fd4c-4593-93d1-07010f559bd5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.7418366968631744, 6.942277040332556, 8.11610525008291, 8.467442163266242
LBFGS Accumulation History: 3 points
Removed measurement 2f6df3e7 to history. Total: 3
th(0)=2.7418366968631744;dx=-5.373642187808276E-6
New Minimum: 2.7418366968631744 > 2.6128203868865967
END: th(83783.57127901776)=2.6128203868865967; dx=-1.447918037446891E-6 evalInputDelta=0.12901630997657776
Fitness changed from 2.7418366968631744 to 2.6128203868865967
Iteration 13 complete. Error: 2.6128203868865967 Total: 14.1482; Orientation: 0.0231; Line Search: 9.4599
Adding measurement 35295308 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.676e+03, gradient 3.044e-03, dot -0.331; [f856c667-fd4c-4593-93d1-07010f559bd5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.6128203868865967, 6.942277040332556, 8.11610525008291, 8.467442163266242
LBFGS Accumulation History: 3 points
Removed measurement 35295308 to history. Total: 3
th(0)=2.6128203868865967;dx=-9.267198568186167E-6
Armijo: th(180506.23241827489)=2.8587763980031013; dx=5.013289878517321E-6 evalInputDelta=-0.24595601111650467
New Minimum: 2.6128203868865967 > 2.580092526972294
WOLF (strong): th(90253.11620913744)=2.580092526972294; dx=4.101467575751351E-6 evalInputDelta=0.032727859914302826
New Minimum: 2.580092526972294 > 2.509656570851803
END: th(30084.37206971248)=2.509656570851803; dx=-3.1183541500687566E-6 evalInputDelta=0.10316381603479385
Fitness changed from 2.6128203868865967 to 2.509656570851803
Iteration 14 complete. Error: 2.509656570851803 Total: 23.5738; Orientation: 0.0228; Line Search: 18.8841
Adding measurement 79fc77f5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.770e+03, gradient 1.984e-03, dot -0.492; [f856c667-fd4c-4593-93d1-07010f559bd5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.509656570851803, 6.942277040332556, 8.11610525008291, 8.467442163266242
LBFGS Accumulation History: 3 points
Removed measurement 79fc77f5 to history. Total: 3
th(0)=2.509656570851803;dx=-3.936597983674824E-6
New Minimum: 2.509656570851803 > 2.3969103768467903
END: th(64814.81481481487)=2.3969103768467903; dx=-3.0981675195378048E-6 evalInputDelta=0.11274619400501251
Fitness changed from 2.509656570851803 to 2.3969103768467903
Iteration 15 complete. Error: 2.3969103768467903 Total: 14.2754; Orientation: 0.0283; Line Search: 9.4734
Adding measurement 5491beeb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.724e+03, gradient 2.000e-03, dot -0.470; [f856c667-fd4c-4593-93d1-07010f559bd5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.3969103768467903, 6.942277040332556, 8.11610525008291, 8.467442163266242
LBFGS Accumulation History: 3 points
Removed measurement 5491beeb to history. Total: 3
th(0)=2.3969103768467903;dx=-4.000698402791326E-6
New Minimum: 2.3969103768467903 > 2.2453556433320045
END: th(139639.28546502962)=2.2453556433320045; dx=-1.1337713940398773E-6 evalInputDelta=0.15155473351478577
Fitness changed from 2.3969103768467903 to 2.2453556433320045
Iteration 16 complete. Error: 2.2453556433320045 Total: 14.8961; Orientation: 0.0223; Line Search: 9.3772
Adding measurement 7579be99 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.039e+03, gradient 3.186e-03, dot -0.326; [f856c667-fd4c-4593-93d1-07010f559bd5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.2453556433320045, 6.942277040332556, 8.11610525008291, 8.467442163266242
LBFGS Accumulation History: 3 points
Removed measurement 7579be99 to history. Total: 3
th(0)=2.2453556433320045;dx=-1.0153333592103086E-5
Armijo: th(300843.72069712484)=3.112084239721298; dx=5.3784701849768514E-6 evalInputDelta=-0.8667285963892937
Armijo: th(150421.86034856242)=2.5001080930233; dx=7.326664160405954E-6 evalInputDelta=-0.2547524496912956
New Minimum: 2.2453556433320045 > 2.130442477762699
WOLF (strong): th(50140.62011618747)=2.130442477762699; dx=1.5573122926877632E-6 evalInputDelta=0.11491316556930542
END: th(12535.155029046868)=2.182909682393074; dx=-7.576687303627628E-6 evalInputDelta=0.06244596093893051
Fitness changed from 2.2453556433320045 to 2.130442477762699
Iteration 17 complete. Error: 2.130442477762699 Total: 28.1346; Orientation: 0.0230; Line Search: 23.4869
Adding measurement 5a175b33 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.732e+03, gradient 2.447e-03, dot -0.367; [f856c667-fd4c-4593-93d1-07010f559bd5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.130442477762699, 6.942277040332556, 8.11610525008291, 8.467442163266242
LBFGS Accumulation History: 3 points
Removed measurement 5a175b33 to history. Total: 3
th(0)=2.130442477762699;dx=-5.985578862305331E-6
New Minimum: 2.130442477762699 > 2.0662482753396034
END: th(27006.1728395062)=2.0662482753396034; dx=-2.8768803935407025E-6 evalInputDelta=0.0641942024230957
Fitness changed from 2.130442477762699 to 2.0662482753396034
Iteration 18 complete. Error: 2.0662482753396034 Total: 14.0806; Orientation: 0.0230; Line Search: 9.3595
Adding measurement 421a4739 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.746e+03, gradient 1.687e-03, dot -0.514; [f856c667-fd4c-4593-93d1-07010f559bd5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.0662482753396034, 6.942277040332556, 8.11610525008291, 8.467442163266242
LBFGS Accumulation History: 3 points
Removed measurement 421a4739 to history. Total: 3
th(0)=2.0662482753396034;dx=-2.8451996901419964E-6
New Minimum: 2.0662482753396034 > 1.9895114824175835
END: th(58183.03561042902)=1.9895114824175835; dx=-2.5079926267054257E-6 evalInputDelta=0.07673679292201996
Fitness changed from 2.0662482753396034 to 1.9895114824175835
Iteration 19 complete. Error: 1.9895114824175835 Total: 14.1267; Orientation: 0.0228; Line Search: 9.3432
Adding measurement 32880879 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.838e+03, gradient 1.631e-03, dot -0.538; [f856c667-fd4c-4593-93d1-07010f559bd5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.9895114824175835, 6.942277040332556, 8.11610525008291, 8.467442163266242
LBFGS Accumulation History: 3 points
Removed measurement 32880879 to history. Total: 3
th(0)=1.9895114824175835;dx=-2.6601385658914244E-6
New Minimum: 1.9895114824175835 > 1.848517395555973
END: th(125351.5502904687)=1.848517395555973; dx=-2.063064509056617E-6 evalInputDelta=0.1409940868616104
Fitness changed from 1.9895114824175835 to 1.848517395555973
Iteration 20 complete. Error: 1.848517395555973 Total: 14.1552; Orientation: 0.0232; Line Search: 9.4164
Final threshold in iteration 21: 1.848517395555973 (> -Infinity) after 405.620s (< 5400.000s)
