Reset training subject: 22492266309900
Reset training subject: 22501250581100
Adding measurement 9f5cf20 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=2.9352311939001083;dx=-2.5478052815791477E-5
New Minimum: 2.9352311939001083 > 2.9352044835686684
WOLFE (weak): th(2.154434690031884)=2.9352044835686684; dx=-2.465788050383812E-5 evalInputDelta=2.6710331439971924E-5
New Minimum: 2.9352044835686684 > 2.9351779967546463
WOLFE (weak): th(4.308869380063768)=2.9351779967546463; dx=-2.4657370964596716E-5 evalInputDelta=5.319714546203613E-5
New Minimum: 2.9351779967546463 > 2.9350716583430767
WOLFE (weak): th(12.926608140191302)=2.9350716583430767; dx=-2.465852295709588E-5 evalInputDelta=1.5953555703163147E-4
New Minimum: 2.9350716583430767 > 2.9345936849713326
WOLFE (weak): th(51.70643256076521)=2.9345936849713326; dx=-2.4650327540860966E-5 evalInputDelta=6.375089287757874E-4
New Minimum: 2.9345936849713326 > 2.932045966386795
WOLFE (weak): th(258.53216280382605)=2.932045966386795; dx=-2.4621113773440796E-5 evalInputDelta=0.0031852275133132935
New Minimum: 2.932045966386795 > 2.9161891862750053
WOLFE (weak): th(1551.1929768229563)=2.9161891862750053; dx=-2.443342699388364E-5 evalInputDelta=0.019042007625102997
New Minimum: 2.9161891862750053 > 2.8047209307551384
WOLFE (weak): th(10858.350837760694)=2.8047209307551384; dx=-2.3362648587329024E-5 evalInputDelta=0.13051026314496994
New Minimum: 2.8047209307551384 > 2.1672358103096485
END: th(86866.80670208555)=2.1672358103096485; dx=-1.0297989979614168E-5 evalInputDelta=0.7679953835904598
Fitness changed from 2.9352311939001083 to 2.1672358103096485
Iteration 1 complete. Error: 2.1672358103096485 Total: 105.8163; Orientation: 0.0062; Line Search: 79.5080
Adding measurement 6fd9244a to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=2.1672358103096485;dx=-1.5228549288402517E-5
New Minimum: 2.1672358103096485 > 1.6485633701086044
WOLF (strong): th(187148.86177126726)=1.6485633701086044; dx=4.2208528423639814E-7 evalInputDelta=0.5186724402010441
END: th(93574.43088563363)=1.723522923886776; dx=-4.250522841633325E-6 evalInputDelta=0.44371288642287254
Fitness changed from 2.1672358103096485 to 1.6485633701086044
Iteration 2 complete. Error: 1.6485633701086044 Total: 35.5763; Orientation: 0.0035; Line Search: 26.6004
Adding measurement 54ecf15b to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=1.6485633701086044;dx=-1.6297683971254142E-5
New Minimum: 1.6485633701086044 > 1.4758664928376675
WOLF (strong): th(201600.00000000003)=1.4758664928376675; dx=8.06029940737327E-6 evalInputDelta=0.17269687727093697
New Minimum: 1.4758664928376675 > 1.2320131063461304
END: th(100800.00000000001)=1.2320131063461304; dx=-3.6224514818362756E-7 evalInputDelta=0.41655026376247406
Fitness changed from 1.6485633701086044 to 1.2320131063461304
Iteration 3 complete. Error: 1.2320131063461304 Total: 36.0907; Orientation: 0.0035; Line Search: 27.3415
Adding measurement 11d7e825 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.015e+02, gradient 2.684e-03, dot -0.616; [33669e23-0ea9-4010-8d64-df310168ea6d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.2320131063461304, 1.6485633701086044, 2.1672358103096485, 2.9352311939001083
LBFGS Accumulation History: 3 points
Removed measurement 11d7e825 to history. Total: 3
th(0)=1.2320131063461304;dx=-7.206019959063739E-6
New Minimum: 1.2320131063461304 > 1.0426209457218647
WOLF (strong): th(217167.01675521393)=1.0426209457218647; dx=2.5156285852246957E-6 evalInputDelta=0.18939216062426567
New Minimum: 1.0426209457218647 > 1.000876508653164
END: th(108583.50837760697)=1.000876508653164; dx=-1.5075371436710148E-6 evalInputDelta=0.23113659769296646
Fitness changed from 1.2320131063461304 to 1.000876508653164
Iteration 4 complete. Error: 1.000876508653164 Total: 35.3103; Orientation: 0.0594; Line Search: 26.3223
Adding measurement 18830cdf to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.179e+03, gradient 2.266e-03, dot -0.698; [33669e23-0ea9-4010-8d64-df310168ea6d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.000876508653164, 1.6485633701086044, 2.1672358103096485, 2.9352311939001083
LBFGS Accumulation History: 3 points
Removed measurement 18830cdf to history. Total: 3
th(0)=1.000876508653164;dx=-5.135631356420114E-6
New Minimum: 1.000876508653164 > 0.8739316239953041
WOLF (strong): th(233936.07721408413)=0.8739316239953041; dx=1.6644378386849976E-6 evalInputDelta=0.1269448846578598
New Minimum: 0.8739316239953041 > 0.831978440284729
END: th(116968.03860704206)=0.831978440284729; dx=-6.681072688650869E-7 evalInputDelta=0.1688980683684349
Fitness changed from 1.000876508653164 to 0.831978440284729
Iteration 5 complete. Error: 0.831978440284729 Total: 35.4998; Orientation: 0.0590; Line Search: 26.5723
Adding measurement 7678de37 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.153e+03, gradient 2.288e-03, dot -0.641; [33669e23-0ea9-4010-8d64-df310168ea6d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.831978440284729, 1.6485633701086044, 2.1672358103096485, 2.9352311939001083
LBFGS Accumulation History: 3 points
Removed measurement 7678de37 to history. Total: 3
th(0)=0.831978440284729;dx=-5.236386695535367E-6
Armijo: th(252000.0000000001)=0.8416560515761375; dx=2.5374307019969573E-6 evalInputDelta=-0.009677611291408539
New Minimum: 0.831978440284729 > 0.714302234351635
WOLF (strong): th(126000.00000000004)=0.714302234351635; dx=9.020517012487786E-7 evalInputDelta=0.11767620593309402
END: th(42000.000000000015)=0.7452667728066444; dx=-2.895639370905124E-6 evalInputDelta=0.08671166747808456
Fitness changed from 0.831978440284729 to 0.714302234351635
Iteration 6 complete. Error: 0.714302234351635 Total: 45.2727; Orientation: 0.0594; Line Search: 36.0807
Adding measurement 4484ac76 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.572e+03, gradient 2.568e-03, dot -0.554; [33669e23-0ea9-4010-8d64-df310168ea6d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.714302234351635, 1.6485633701086044, 2.1672358103096485, 2.9352311939001083
LBFGS Accumulation History: 3 points
Removed measurement 4484ac76 to history. Total: 3
th(0)=0.714302234351635;dx=-6.5960786251487865E-6
New Minimum: 0.714302234351635 > 0.5809610672295094
WOLF (strong): th(90486.25698133915)=0.5809610672295094; dx=7.169419315760959E-7 evalInputDelta=0.13334116712212563
END: th(45243.12849066957)=0.6039283871650696; dx=-3.011425629684454E-6 evalInputDelta=0.1103738471865654
Fitness changed from 0.714302234351635 to 0.5809610672295094
Iteration 7 complete. Error: 0.5809610672295094 Total: 36.2302; Orientation: 0.0584; Line Search: 27.3368
Adding measurement 5fd1d0a8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.315e+03, gradient 2.012e-03, dot -0.619; [33669e23-0ea9-4010-8d64-df310168ea6d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.5809610672295094, 1.6485633701086044, 2.1672358103096485, 2.9352311939001083
LBFGS Accumulation History: 3 points
Removed measurement 5fd1d0a8 to history. Total: 3
th(0)=0.5809610672295094;dx=-4.049174543722286E-6
New Minimum: 0.5809610672295094 > 0.4869660250842571
WOLF (strong): th(97473.3655058684)=0.4869660250842571; dx=1.7315312914885713E-7 evalInputDelta=0.09399504214525223
END: th(48736.6827529342)=0.5064073540270329; dx=-1.8750872068537116E-6 evalInputDelta=0.0745537132024765
Fitness changed from 0.5809610672295094 to 0.4869660250842571
Iteration 8 complete. Error: 0.4869660250842571 Total: 35.0457; Orientation: 0.0588; Line Search: 25.9444
Adding measurement 6bc04882 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.654e+03, gradient 1.983e-03, dot -0.620; [33669e23-0ea9-4010-8d64-df310168ea6d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.4869660250842571, 1.6485633701086044, 2.1672358103096485, 2.9352311939001083
LBFGS Accumulation History: 3 points
Removed measurement 6bc04882 to history. Total: 3
th(0)=0.4869660250842571;dx=-3.931709159020509E-6
New Minimum: 0.4869660250842571 > 0.4103484936058521
WOLF (strong): th(105000.00000000004)=0.4103484936058521; dx=8.376273595907845E-7 evalInputDelta=0.076617531478405
END: th(52500.00000000002)=0.41441577672958374; dx=-1.4297351636279549E-6 evalInputDelta=0.07255024835467339
Fitness changed from 0.4869660250842571 to 0.4103484936058521
Iteration 9 complete. Error: 0.4103484936058521 Total: 35.9844; Orientation: 0.0570; Line Search: 26.3362
Adding measurement f3d45ef to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.471e+03, gradient 2.159e-03, dot -0.546; [33669e23-0ea9-4010-8d64-df310168ea6d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.4103484936058521, 1.6485633701086044, 2.1672358103096485, 2.9352311939001083
LBFGS Accumulation History: 3 points
Removed measurement f3d45ef to history. Total: 3
th(0)=0.4103484936058521;dx=-4.660373730242819E-6
New Minimum: 0.4103484936058521 > 0.34712789580225945
WOLF (strong): th(113107.82122667394)=0.34712789580225945; dx=1.8921314955108638E-6 evalInputDelta=0.06322059780359268
New Minimum: 0.34712789580225945 > 0.3277171365916729
END: th(56553.91061333697)=0.3277171365916729; dx=-8.982106120270514E-7 evalInputDelta=0.08263135701417923
Fitness changed from 0.4103484936058521 to 0.3277171365916729
Iteration 10 complete. Error: 0.3277171365916729 Total: 34.8832; Orientation: 0.0584; Line Search: 26.0747
Adding measurement 30da5500 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.593e+03, gradient 1.354e-03, dot -0.778; [33669e23-0ea9-4010-8d64-df310168ea6d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.3277171365916729, 1.6485633701086044, 2.1672358103096485, 2.9352311939001083
LBFGS Accumulation History: 3 points
Removed measurement 30da5500 to history. Total: 3
th(0)=0.3277171365916729;dx=-1.8328886953807847E-6
New Minimum: 0.3277171365916729 > 0.24294176325201988
END: th(121841.70688233551)=0.24294176325201988; dx=-9.622005226496028E-7 evalInputDelta=0.08477537333965302
Fitness changed from 0.3277171365916729 to 0.24294176325201988
Iteration 11 complete. Error: 0.24294176325201988 Total: 26.4418; Orientation: 0.0583; Line Search: 17.5883
Adding measurement 1e3d7a89 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.674e+03, gradient 1.564e-03, dot -0.666; [33669e23-0ea9-4010-8d64-df310168ea6d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.24294176325201988, 1.6485633701086044, 2.1672358103096485, 2.9352311939001083
LBFGS Accumulation History: 3 points
Removed measurement 1e3d7a89 to history. Total: 3
th(0)=0.24294176325201988;dx=-2.4470396486351073E-6
New Minimum: 0.24294176325201988 > 0.23991134762763977
WOLF (strong): th(262500.0000000001)=0.23991134762763977; dx=9.078536587311444E-7 evalInputDelta=0.0030304156243801117
New Minimum: 0.23991134762763977 > 0.19369231164455414
WOLF (strong): th(131250.00000000006)=0.19369231164455414; dx=3.676122162761937E-7 evalInputDelta=0.049249451607465744
END: th(43750.00000000002)=0.2033582627773285; dx=-1.1395888603410541E-6 evalInputDelta=0.03958350047469139
Fitness changed from 0.24294176325201988 to 0.19369231164455414
Iteration 12 complete. Error: 0.19369231164455414 Total: 44.3986; Orientation: 0.0574; Line Search: 35.0668
Adding measurement 24a31d43 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.813e+03, gradient 2.098e-03, dot -0.512; [33669e23-0ea9-4010-8d64-df310168ea6d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.19369231164455414, 1.6485633701086044, 2.1672358103096485, 2.9352311939001083
LBFGS Accumulation History: 3 points
Removed measurement 24a31d43 to history. Total: 3
th(0)=0.19369231164455414;dx=-4.401712272113582E-6
New Minimum: 0.19369231164455414 > 0.12114917114377022
WOLF (strong): th(94256.51768889496)=0.12114917114377022; dx=1.5087687161218422E-6 evalInputDelta=0.07254314050078392
New Minimum: 0.12114917114377022 > 0.11927453055977821
END: th(47128.25884444748)=0.11927453055977821; dx=-1.6887373555026485E-6 evalInputDelta=0.07441778108477592
Fitness changed from 0.19369231164455414 to 0.11927453055977821
Iteration 13 complete. Error: 0.11927453055977821 Total: 35.9831; Orientation: 0.0583; Line Search: 26.7964
Adding measurement 1fc8ce to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.670e+03, gradient 1.261e-03, dot -0.739; [33669e23-0ea9-4010-8d64-df310168ea6d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.11927453055977821, 1.6485633701086044, 2.1672358103096485, 2.9352311939001083
LBFGS Accumulation History: 3 points
Removed measurement 1fc8ce to history. Total: 3
th(0)=0.11927453055977821;dx=-1.5908570253376127E-6
New Minimum: 0.11927453055977821 > 0.060715608298778534
END: th(101534.7557352796)=0.060715608298778534; dx=-7.213567814949783E-7 evalInputDelta=0.05855892226099968
Fitness changed from 0.11927453055977821 to 0.060715608298778534
Iteration 14 complete. Error: 0.060715608298778534 Total: 26.9972; Orientation: 0.0614; Line Search: 18.1906
Adding measurement 1e6b761c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.848e+03, gradient 1.408e-03, dot -0.676; [33669e23-0ea9-4010-8d64-df310168ea6d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.060715608298778534, 1.6485633701086044, 2.1672358103096485, 2.9352311939001083
LBFGS Accumulation History: 3 points
Removed measurement 1e6b761c to history. Total: 3
th(0)=0.060715608298778534;dx=-1.982715079720429E-6
New Minimum: 0.060715608298778534 > 0.037391502410173416
WOLF (strong): th(218750.00000000015)=0.037391502410173416; dx=5.100651204154656E-7 evalInputDelta=0.023324105888605118
New Minimum: 0.037391502410173416 > 0.018186599016189575
WOLF (strong): th(109375.00000000007)=0.018186599016189575; dx=6.05541558749386E-8 evalInputDelta=0.04252900928258896
END: th(36458.33333333336)=0.03259887546300888; dx=-1.083518862810934E-6 evalInputDelta=0.028116732835769653
Fitness changed from 0.060715608298778534 to 0.018186599016189575
Iteration 15 complete. Error: 0.018186599016189575 Total: 43.8290; Orientation: 0.0581; Line Search: 34.9193
Adding measurement 120a88c5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.734e+03, gradient 1.741e-03, dot -0.536; [33669e23-0ea9-4010-8d64-df310168ea6d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.018186599016189575, 1.6485633701086044, 2.1672358103096485, 2.9352311939001083
LBFGS Accumulation History: 3 points
Removed measurement 120a88c5 to history. Total: 3
th(0)=0.018186599016189575;dx=-3.029606182463016E-6
New Minimum: 0.018186599016189575 > -0.03523489460349083
WOLF (strong): th(78547.09807407916)=-0.03523489460349083; dx=5.088912081697809E-7 evalInputDelta=0.053421493619680405
END: th(39273.54903703958)=-0.02769402414560318; dx=-1.425373032257761E-6 evalInputDelta=0.045880623161792755
Fitness changed from 0.018186599016189575 to -0.03523489460349083
Iteration 16 complete. Error: -0.03523489460349083 Total: 36.3257; Orientation: 0.0575; Line Search: 27.0581
Adding measurement 6b8afa1a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.935e+03, gradient 1.575e-03, dot -0.587; [33669e23-0ea9-4010-8d64-df310168ea6d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.03523489460349083, 1.6485633701086044, 2.1672358103096485, 2.9352311939001083
LBFGS Accumulation History: 3 points
Removed measurement 6b8afa1a to history. Total: 3
th(0)=-0.03523489460349083;dx=-2.481512063037898E-6
New Minimum: -0.03523489460349083 > -0.07274755090475082
WOLF (strong): th(84612.29644606635)=-0.07274755090475082; dx=5.208750491816264E-7 evalInputDelta=0.037512656301259995
END: th(42306.148223033175)=-0.07145813852548599; dx=-8.303480824884532E-7 evalInputDelta=0.03622324392199516
Fitness changed from -0.03523489460349083 to -0.07274755090475082
Iteration 17 complete. Error: -0.07274755090475082 Total: 35.4392; Orientation: 0.0580; Line Search: 26.6791
Adding measurement 68be3fb2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.772e+03, gradient 1.648e-03, dot -0.537; [33669e23-0ea9-4010-8d64-df310168ea6d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.07274755090475082, 1.6485633701086044, 2.1672358103096485, 2.9352311939001083
LBFGS Accumulation History: 3 points
Removed measurement 68be3fb2 to history. Total: 3
th(0)=-0.07274755090475082;dx=-2.717120590833766E-6
New Minimum: -0.07274755090475082 > -0.11136158183217049
WOLF (strong): th(91145.83333333342)=-0.11136158183217049; dx=9.455577548384878E-7 evalInputDelta=0.03861403092741966
New Minimum: -0.11136158183217049 > -0.11544854938983917
END: th(45572.91666666671)=-0.11544854938983917; dx=-8.194375721684654E-7 evalInputDelta=0.04270099848508835
Fitness changed from -0.07274755090475082 to -0.11544854938983917
Iteration 18 complete. Error: -0.11544854938983917 Total: 35.8909; Orientation: 0.0579; Line Search: 26.9424
Adding measurement 47ae099c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.823e+03, gradient 1.030e-03, dot -0.797; [33669e23-0ea9-4010-8d64-df310168ea6d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.11544854938983917, 1.6485633701086044, 2.1672358103096485, 2.9352311939001083
LBFGS Accumulation History: 3 points
Removed measurement 47ae099c to history. Total: 3
th(0)=-0.11544854938983917;dx=-1.0602561213814937E-6
New Minimum: -0.11544854938983917 > -0.16165971755981445
END: th(98183.87259259896)=-0.16165971755981445; dx=-8.3524697211545E-7 evalInputDelta=0.04621116816997528
Fitness changed from -0.11544854938983917 to -0.16165971755981445
Iteration 19 complete. Error: -0.16165971755981445 Total: 26.8447; Orientation: 0.0576; Line Search: 17.6940
Adding measurement cdc9a0a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.847e+03, gradient 1.092e-03, dot -0.741; [33669e23-0ea9-4010-8d64-df310168ea6d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.16165971755981445, 1.6485633701086044, 2.1672358103096485, 2.9352311939001083
LBFGS Accumulation History: 3 points
Removed measurement cdc9a0a to history. Total: 3
th(0)=-0.16165971755981445;dx=-1.192071547197738E-6
New Minimum: -0.16165971755981445 > -0.21732360497117043
END: th(211530.7411151659)=-0.21732360497117043; dx=-2.0674244396906867E-7 evalInputDelta=0.05566388741135597
Fitness changed from -0.16165971755981445 to -0.21732360497117043
Iteration 20 complete. Error: -0.21732360497117043 Total: 26.5862; Orientation: 0.0594; Line Search: 17.6793
Final threshold in iteration 21: -0.21732360497117043 (> -Infinity) after 774.445s (< 5400.000s)