Reset training subject: 10922045889300
Reset training subject: 10929472198300
Adding measurement 45cce4c2 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=6.646855706349015;dx=-8.038786651696343E-6
New Minimum: 6.646855706349015 > 6.646687302738428
WOLFE (weak): th(2.154434690031884)=6.646687302738428; dx=-9.347589384508113E-6 evalInputDelta=1.6840361058712006E-4
New Minimum: 6.646687302738428 > 6.6465182043612
WOLFE (weak): th(4.308869380063768)=6.6465182043612; dx=-8.758916040409898E-6 evalInputDelta=3.3750198781490326E-4
New Minimum: 6.6465182043612 > 6.645845677703619
WOLFE (weak): th(12.926608140191302)=6.645845677703619; dx=-9.355875697387404E-6 evalInputDelta=0.0010100286453962326
New Minimum: 6.645845677703619 > 6.642816700041294
WOLFE (weak): th(51.70643256076521)=6.642816700041294; dx=-8.464781257053451E-6 evalInputDelta=0.004039006307721138
New Minimum: 6.642816700041294 > 6.626634513959289
WOLFE (weak): th(258.53216280382605)=6.626634513959289; dx=-8.708182335530569E-6 evalInputDelta=0.02022119238972664
New Minimum: 6.626634513959289 > 6.525442209094763
END: th(1551.1929768229563)=6.525442209094763; dx=-5.921486611827213E-6 evalInputDelta=0.12141349725425243
Fitness changed from 6.646855706349015 to 6.525442209094763
Iteration 1 complete. Error: 6.525442209094763 Total: 71.5044; Orientation: 0.0191; Line Search: 49.4458
Adding measurement 616f1c2e to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=6.525442209094763;dx=-7.3595526247343105E-6
New Minimum: 6.525442209094763 > 6.295037245377898
WOLFE (weak): th(3341.943960201201)=6.295037245377898; dx=-6.8061057771678676E-6 evalInputDelta=0.23040496371686459
New Minimum: 6.295037245377898 > 6.075690325349569
WOLFE (weak): th(6683.887920402402)=6.075690325349569; dx=-6.846209469416266E-6 evalInputDelta=0.4497518837451935
New Minimum: 6.075690325349569 > 5.357920153066516
END: th(20051.663761207208)=5.357920153066516; dx=-3.6475861796285886E-6 evalInputDelta=1.1675220560282469
Fitness changed from 6.525442209094763 to 5.357920153066516
Iteration 2 complete. Error: 5.357920153066516 Total: 35.6596; Orientation: 0.0025; Line Search: 28.4433
Adding measurement 33d95295 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=5.357920153066516;dx=-3.732455892816262E-6
New Minimum: 5.357920153066516 > 3.762145772576332
END: th(43200.00000000001)=3.762145772576332; dx=-1.954347776753611E-6 evalInputDelta=1.5957743804901838
Fitness changed from 5.357920153066516 to 3.762145772576332
Iteration 3 complete. Error: 3.762145772576332 Total: 21.9041; Orientation: 0.0032; Line Search: 14.1015
Adding measurement 406efe63 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.210e+02, gradient 1.676e-03, dot -0.515; [576fba82-07f7-46ac-86c8-34e4238ffbf8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.762145772576332, 5.357920153066516, 6.525442209094763, 6.646855706349015
LBFGS Accumulation History: 3 points
Removed measurement 406efe63 to history. Total: 3
th(0)=3.762145772576332;dx=-2.0526868638823146E-6
New Minimum: 3.762145772576332 > 2.265521865338087
END: th(93071.5786093774)=2.265521865338087; dx=-8.769152246901758E-7 evalInputDelta=1.496623907238245
Fitness changed from 3.762145772576332 to 2.265521865338087
Iteration 4 complete. Error: 2.265521865338087 Total: 21.5060; Orientation: 0.0650; Line Search: 14.2263
Adding measurement 5a95c52d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.314e+02, gradient 1.236e-03, dot -0.480; [576fba82-07f7-46ac-86c8-34e4238ffbf8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.265521865338087, 5.357920153066516, 6.525442209094763, 6.646855706349015
LBFGS Accumulation History: 3 points
Removed measurement 5a95c52d to history. Total: 3
th(0)=2.265521865338087;dx=-1.0632866191954424E-6
New Minimum: 2.265521865338087 > 1.3570924550294876
END: th(200516.63761207208)=1.3570924550294876; dx=-2.7301649281327125E-7 evalInputDelta=0.9084294103085995
Fitness changed from 2.265521865338087 to 1.3570924550294876
Iteration 5 complete. Error: 1.3570924550294876 Total: 22.1766; Orientation: 0.0340; Line Search: 14.8889
Adding measurement 7497c5d9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.498e+01, gradient 1.137e-03, dot -0.260; [576fba82-07f7-46ac-86c8-34e4238ffbf8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.3570924550294876, 5.357920153066516, 6.525442209094763, 6.646855706349015
LBFGS Accumulation History: 3 points
Removed measurement 7497c5d9 to history. Total: 3
th(0)=1.3570924550294876;dx=-8.152887475373196E-7
Armijo: th(432000.0000000001)=2.7110913917422295; dx=1.6834423228009562E-7 evalInputDelta=-1.3539989367127419
New Minimum: 1.3570924550294876 > 1.222636915743351
END: th(216000.00000000006)=1.222636915743351; dx=-6.388011368177183E-8 evalInputDelta=0.13445553928613663
Fitness changed from 1.3570924550294876 to 1.222636915743351
Iteration 6 complete. Error: 1.222636915743351 Total: 28.5104; Orientation: 0.0330; Line Search: 21.2418
Adding measurement 245237eb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.713e+01, gradient 1.014e-03, dot -0.135; [576fba82-07f7-46ac-86c8-34e4238ffbf8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.222636915743351, 5.357920153066516, 6.525442209094763, 6.646855706349015
LBFGS Accumulation History: 3 points
Removed measurement 245237eb to history. Total: 3
th(0)=1.222636915743351;dx=-5.897703587488323E-7
Armijo: th(465357.893046887)=2.7995371595025063; dx=2.5452271687312414E-7 evalInputDelta=-1.5769002437591553
Armijo: th(232678.9465234435)=1.3153293952345848; dx=5.022083673913899E-9 evalInputDelta=-0.09269247949123383
New Minimum: 1.222636915743351 > 1.0722712576389313
END: th(77559.64884114783)=1.0722712576389313; dx=-3.2318807873346837E-7 evalInputDelta=0.1503656581044197
Fitness changed from 1.222636915743351 to 1.0722712576389313
Iteration 7 complete. Error: 1.0722712576389313 Total: 35.8370; Orientation: 0.0431; Line Search: 28.3234
Adding measurement 3f08b915 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.035e+01, gradient 8.777e-04, dot -0.200; [576fba82-07f7-46ac-86c8-34e4238ffbf8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.0722712576389313, 5.357920153066516, 6.525442209094763, 6.646855706349015
LBFGS Accumulation History: 3 points
Removed measurement 3f08b915 to history. Total: 3
th(0)=1.0722712576389313;dx=-3.457762819393381E-7
New Minimum: 1.0722712576389313 > 0.980333499610424
END: th(167097.1980100601)=0.980333499610424; dx=-1.5064324251871656E-7 evalInputDelta=0.09193775802850723
Fitness changed from 1.0722712576389313 to 0.980333499610424
Iteration 8 complete. Error: 0.980333499610424 Total: 21.4011; Orientation: 0.0316; Line Search: 14.2933
Adding measurement 6acda1ed to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.132e+01, gradient 8.541e-04, dot -0.156; [576fba82-07f7-46ac-86c8-34e4238ffbf8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.980333499610424, 5.357920153066516, 6.525442209094763, 6.646855706349015
LBFGS Accumulation History: 3 points
Removed measurement 6acda1ed to history. Total: 3
th(0)=0.980333499610424;dx=-3.5912452694298183E-7
Armijo: th(360000.0000000001)=1.5957320258021355; dx=-3.0028507095031805E-8 evalInputDelta=-0.6153985261917114
Armijo: th(180000.00000000006)=1.069318763911724; dx=-2.002502760184365E-7 evalInputDelta=-0.08898526430130005
New Minimum: 0.980333499610424 > 0.9358121380209923
END: th(60000.00000000002)=0.9358121380209923; dx=-2.7125572695436225E-7 evalInputDelta=0.04452136158943176
Fitness changed from 0.980333499610424 to 0.9358121380209923
Iteration 9 complete. Error: 0.9358121380209923 Total: 36.2563; Orientation: 0.0302; Line Search: 28.2024
Adding measurement 2c58a2ce to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.380e+01, gradient 7.792e-04, dot -0.150; [576fba82-07f7-46ac-86c8-34e4238ffbf8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.9358121380209923, 5.357920153066516, 6.525442209094763, 6.646855706349015
LBFGS Accumulation History: 3 points
Removed measurement 2c58a2ce to history. Total: 3
th(0)=0.9358121380209923;dx=-3.9075319564324087E-7
New Minimum: 0.9358121380209923 > 0.9048720300197601
END: th(129266.08140191308)=0.9048720300197601; dx=-2.0799669497799502E-7 evalInputDelta=0.030940108001232147
Fitness changed from 0.9358121380209923 to 0.9048720300197601
Iteration 10 complete. Error: 0.9048720300197601 Total: 21.7615; Orientation: 0.0312; Line Search: 14.5112
Adding measurement 6870a1ff to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.529e+01, gradient 7.660e-04, dot -0.226; [576fba82-07f7-46ac-86c8-34e4238ffbf8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.9048720300197601, 5.357920153066516, 6.525442209094763, 6.646855706349015
LBFGS Accumulation History: 3 points
Removed measurement 6870a1ff to history. Total: 3
th(0)=0.9048720300197601;dx=-2.6755271935640055E-7
Armijo: th(278495.33001676685)=1.5528352409601212; dx=-6.532694233039239E-8 evalInputDelta=-0.647963210940361
Armijo: th(139247.66500838342)=1.0769064128398895; dx=-1.5170671647521733E-7 evalInputDelta=-0.1720343828201294
Armijo: th(46415.888336127806)=0.9297027736902237; dx=-2.7115783819241327E-7 evalInputDelta=-0.024830743670463562
Armijo: th(11603.972084031951)=0.9087070822715759; dx=-2.5949226245263556E-7 evalInputDelta=-0.003835052251815796
Armijo: th(2320.7944168063905)=0.9054699838161469; dx=-3.7971882865591065E-7 evalInputDelta=-5.979537963867188E-4
Armijo: th(386.7990694677317)=0.904966339468956; dx=-3.27116436508456E-7 evalInputDelta=-9.430944919586182E-5
Armijo: th(55.257009923961675)=0.9048853889107704; dx=-3.21766804817686E-7 evalInputDelta=-1.3358891010284424E-5
Armijo: th(6.907126240495209)=0.9048741236329079; dx=-3.293276624959309E-7 evalInputDelta=-2.0936131477355957E-6
Armijo: th(0.7674584711661344)=0.9048722833395004; dx=-2.991805174536487E-7 evalInputDelta=-2.5331974029541016E-7
New Minimum: 0.9048720300197601 > 0.9048719704151154
WOLFE (weak): th(0.07674584711661345)=0.9048719704151154; dx=-4.110568043963001E-7 evalInputDelta=5.9604644775390625E-8
Armijo: th(0.42210215914137394)=0.9048723354935646; dx=-4.5314541224357664E-7 evalInputDelta=-3.0547380447387695E-7
Armijo: th(0.2494240031289937)=0.9048723503947258; dx=-3.4470953564376614E-7 evalInputDelta=-3.203749656677246E-7
New Minimum: 0.9048719704151154 > 0.9048719108104706
WOLFE (weak): th(0.1630849251228036)=0.9048719108104706; dx=-3.381080749008044E-7 evalInputDelta=1.1920928955078125E-7
WOLFE (weak): th(0.20625446412589865)=0.9048719108104706; dx=-3.1911674457018945E-7 evalInputDelta=1.1920928955078125E-7
Armijo: th(0.22783923362744618)=0.9048723429441452; dx=-2.831562062317545E-7 evalInputDelta=-3.129243850708008E-7
WOLFE (weak): th(0.21704684887667242)=0.904871940612793; dx=-2.7690107324644373E-7 evalInputDelta=8.940696716308594E-8
Armijo: th(0.2224430412520593)=0.9048723950982094; dx=-3.359056985723112E-7 evalInputDelta=-3.650784492492676E-7
Armijo: th(0.21974494506436587)=0.904872290790081; dx=-2.917923749473868E-7 evalInputDelta=-2.60770320892334E-7
New Minimum: 0.9048719108104706 > 0.9048718959093094
WOLFE (weak): th(0.21839589697051914)=0.9048718959093094; dx=-3.060043637697607E-7 evalInputDelta=1.341104507446289E-7
Armijo: th(0.2190704210174425)=0.904872290790081; dx=-3.7933838993626134E-7 evalInputDelta=-2.60770320892334E-7
New Minimum: 0.9048718959093094 > 0.9048718437552452
WOLFE (weak): th(0.21873315899398083)=0.9048718437552452; dx=-3.0081867984263964E-7 evalInputDelta=1.862645149230957E-7
WOLFE (weak): th(0.21890179000571167)=0.9048718437552452; dx=-2.47315188125533E-7 evalInputDelta=1.862645149230957E-7
WOLFE (weak): th(0.2189861055115771)=0.9048718437552452; dx=-3.4356586249037524E-7 evalInputDelta=1.862645149230957E-7
WOLFE (weak): th(0.2190282632645098)=0.9048718437552452; dx=-2.7590543310245635E-7 evalInputDelta=1.862645149230957E-7
WOLFE (weak): th(0.21904934214097616)=0.9048718437552452; dx=-3.620795847188655E-7 evalInputDelta=1.862645149230957E-7
WOLFE (weak): th(0.21905988157920933)=0.9048718437552452; dx=-2.8842523910945395E-7 evalInputDelta=1.862645149230957E-7
Armijo: th(0.21906515129832593)=0.904872290790081; dx=-2.972409656150674E-7 evalInputDelta=-2.60770320892334E-7
Armijo: th(0.21906251643876762)=0.904872290790081; dx=-3.533640820342318E-7 evalInputDelta=-2.60770320892334E-7
WOLFE (weak): th(0.21906119900898846)=0.9048718437552452; dx=-3.5162958500779504E-7 evalInputDelta=1.862645149230957E-7
mu ~= nu (0.21906119900898846): th(0.21873315899398083)=0.9048718437552452
Fitness changed from 0.9048720300197601 to 0.9048718437552452
Iteration 11 complete. Error: 0.9048718437552452 Total: 227.5816; Orientation: 0.0299; Line Search: 219.9039
Adding measurement 31d5b726 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.103e+01, gradient 7.772e-04, dot -0.161; [576fba82-07f7-46ac-86c8-34e4238ffbf8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.9048718437552452, 5.357920153066516, 6.525442209094763, 6.646855706349015
LBFGS Accumulation History: 3 points
Removed measurement 31d5b726 to history. Total: 3
th(0)=0.9048718437552452;dx=-2.816461600659408E-7
New Minimum: 0.9048718437552452 > 0.9048716500401497
WOLFE (weak): th(0.4719544655431518)=0.9048716500401497; dx=-3.0735488545908883E-7 evalInputDelta=1.9371509552001953E-7
New Minimum: 0.9048716500401497 > 0.9048715159296989
WOLFE (weak): th(0.9439089310863036)=0.9048715159296989; dx=-3.290846599424542E-7 evalInputDelta=3.2782554626464844E-7
New Minimum: 0.9048715159296989 > 0.9048688411712646
WOLFE (weak): th(2.8317267932589107)=0.9048688411712646; dx=-2.4623782484330225E-7 evalInputDelta=3.0025839805603027E-6
New Minimum: 0.9048688411712646 > 0.9048590213060379
WOLFE (weak): th(11.326907173035643)=0.9048590213060379; dx=-3.261263049783868E-7 evalInputDelta=1.2822449207305908E-5
New Minimum: 0.9048590213060379 > 0.9048049002885818
WOLFE (weak): th(56.634535865178215)=0.9048049002885818; dx=-3.4573564126845623E-7 evalInputDelta=6.69434666633606E-5
New Minimum: 0.9048049002885818 > 0.9044652953743935
WOLFE (weak): th(339.8072151910693)=0.9044652953743935; dx=-3.5642635383728336E-7 evalInputDelta=4.065483808517456E-4
New Minimum: 0.9044652953743935 > 0.9020705744624138
WOLFE (weak): th(2378.6505063374852)=0.9020705744624138; dx=-2.684286342275055E-7 evalInputDelta=0.002801269292831421
New Minimum: 0.9020705744624138 > 0.8850616216659546
WOLFE (weak): th(19029.204050699882)=0.8850616216659546; dx=-3.012362773187198E-7 evalInputDelta=0.01981022208929062
END: th(171262.83645629894)=0.8979329988360405; dx=-1.1247106556905074E-7 evalInputDelta=0.006938844919204712
Fitness changed from 0.9048718437552452 to 0.8850616216659546
Iteration 12 complete. Error: 0.8850616216659546 Total: 78.9309; Orientation: 0.0308; Line Search: 71.0895
Adding measurement 3847dc92 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.434e+01, gradient 7.560e-04, dot -0.226; [576fba82-07f7-46ac-86c8-34e4238ffbf8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.8850616216659546, 5.357920153066516, 6.525442209094763, 6.646855706349015
LBFGS Accumulation History: 3 points
Removed measurement 3847dc92 to history. Total: 3
th(0)=0.8850616216659546;dx=-2.672694143131301E-7
Armijo: th(368974.5959747076)=1.6736682876944542; dx=-1.0559440902695668E-9 evalInputDelta=-0.7886066660284996
Armijo: th(184487.2979873538)=1.0471257120370865; dx=-1.1784458217114129E-7 evalInputDelta=-0.1620640903711319
New Minimum: 0.8850616216659546 > 0.8846534565091133
WOLFE (weak): th(61495.765995784604)=0.8846534565091133; dx=-2.592071118019917E-7 evalInputDelta=4.081651568412781E-4
Armijo: th(122991.53199156921)=0.938808798789978; dx=-1.9134781170805695E-7 evalInputDelta=-0.05374717712402344
Armijo: th(92243.6489936769)=0.9050949737429619; dx=-1.723723033798191E-7 evalInputDelta=-0.020033352077007294
Armijo: th(76869.70749473076)=0.8930963277816772; dx=-3.2770386927893447E-7 evalInputDelta=-0.008034706115722656
Armijo: th(69182.73674525769)=0.8883957862854004; dx=-3.4171402096879005E-7 evalInputDelta=-0.0033341646194458008
Armijo: th(65339.251370521146)=0.8864067867398262; dx=-2.5375979562176746E-7 evalInputDelta=-0.0013451650738716125
Armijo: th(63417.508683152875)=0.8854954019188881; dx=-2.6876174206670257E-7 evalInputDelta=-4.337802529335022E-4
Armijo: th(62456.63733946874)=0.8850652575492859; dx=-2.2730282809913787E-7 evalInputDelta=-3.635883331298828E-6
WOLFE (weak): th(61976.20166762667)=0.8848591670393944; dx=-3.134132537978366E-7 evalInputDelta=2.0245462656021118E-4
WOLFE (weak): th(62216.4195035477)=0.8849622011184692; dx=-2.9236540371744857E-7 evalInputDelta=9.942054748535156E-5
END: th(62336.52842150822)=0.8850141540169716; dx=-2.2170140986914827E-7 evalInputDelta=4.746764898300171E-5
Fitness changed from 0.8850616216659546 to 0.8846534565091133
Iteration 13 complete. Error: 0.8846534565091133 Total: 107.0804; Orientation: 0.0300; Line Search: 99.9008
Adding measurement 12a29c2a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.163e+02, gradient 7.900e-04, dot -0.250; [576fba82-07f7-46ac-86c8-34e4238ffbf8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.8846534565091133, 5.357920153066516, 6.525442209094763, 6.646855706349015
LBFGS Accumulation History: 3 points
Removed measurement 12a29c2a to history. Total: 3
th(0)=0.8846534565091133;dx=-2.7622201464228965E-7
New Minimum: 0.8846534565091133 > 0.8544746413826942
END: th(134299.9792874558)=0.8544746413826942; dx=-1.4022515956440325E-7 evalInputDelta=0.030178815126419067
Fitness changed from 0.8846534565091133 to 0.8544746413826942
Iteration 14 complete. Error: 0.8544746413826942 Total: 21.0871; Orientation: 0.0291; Line Search: 13.9642
Adding measurement 3ac5c616 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.407e+02, gradient 7.736e-04, dot -0.274; [576fba82-07f7-46ac-86c8-34e4238ffbf8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.8544746413826942, 5.357920153066516, 6.525442209094763, 6.646855706349015
LBFGS Accumulation History: 3 points
Removed measurement 3ac5c616 to history. Total: 3
th(0)=0.8544746413826942;dx=-2.7107944167202376E-7
Armijo: th(289340.5342474582)=1.2731929011642933; dx=-4.2132383767562214E-8 evalInputDelta=-0.41871825978159904
Armijo: th(144670.2671237291)=0.9398828931152821; dx=-2.728684458545878E-7 evalInputDelta=-0.08540825173258781
Armijo: th(48223.42237457637)=0.85645367577672; dx=-3.1718168038236914E-7 evalInputDelta=-0.0019790343940258026
New Minimum: 0.8544746413826942 > 0.8523594066500664
WOLFE (weak): th(12055.855593644092)=0.8523594066500664; dx=-2.4935311472874804E-7 evalInputDelta=0.0021152347326278687
WOLFE (weak): th(30139.63898411023)=0.8530025333166122; dx=-2.58542546996515E-7 evalInputDelta=0.0014721080660820007
END: th(39181.5306793433)=0.8541202433407307; dx=-2.099662168997291E-7 evalInputDelta=3.5439804196357727E-4
Fitness changed from 0.8544746413826942 to 0.8523594066500664
Iteration 15 complete. Error: 0.8523594066500664 Total: 57.8167; Orientation: 0.0311; Line Search: 49.8203
Adding measurement 23263401 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.375e+01, gradient 7.815e-04, dot -0.197; [576fba82-07f7-46ac-86c8-34e4238ffbf8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.8523594066500664, 5.357920153066516, 6.525442209094763, 6.646855706349015
LBFGS Accumulation History: 3 points
Removed measurement 23263401 to history. Total: 3
th(0)=0.8523594066500664;dx=-3.036733671759553E-7
New Minimum: 0.8523594066500664 > 0.7003556974232197
END: th(84414.04890412572)=0.7003556974232197; dx=-1.726858027337675E-7 evalInputDelta=0.1520037092268467
Fitness changed from 0.8523594066500664 to 0.7003556974232197
Iteration 16 complete. Error: 0.7003556974232197 Total: 21.4214; Orientation: 0.0304; Line Search: 14.1132
Adding measurement 1c456773 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.449e+02, gradient 7.687e-04, dot -0.273; [576fba82-07f7-46ac-86c8-34e4238ffbf8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.7003556974232197, 5.357920153066516, 6.525442209094763, 6.646855706349015
LBFGS Accumulation History: 3 points
Removed measurement 1c456773 to history. Total: 3
th(0)=0.7003556974232197;dx=-2.1065261975263461E-7
Armijo: th(181864.55528509637)=1.0863729119300842; dx=-4.883107362002394E-8 evalInputDelta=-0.38601721450686455
Armijo: th(90932.27764254819)=0.8227195926010609; dx=-1.5414715817759833E-7 evalInputDelta=-0.12236389517784119
Armijo: th(30310.75921418273)=0.7267124243080616; dx=-1.705842629019092E-7 evalInputDelta=-0.02635672688484192
Armijo: th(7577.6898035456825)=0.7058864012360573; dx=-2.0280102182663268E-7 evalInputDelta=-0.005530703812837601
Armijo: th(1515.5379607091365)=0.7013877928256989; dx=-2.008615367658779E-7 evalInputDelta=-0.0010320954024791718
Armijo: th(252.5896601181894)=0.700523603707552; dx=-2.710204866766547E-7 evalInputDelta=-1.679062843322754E-4
Armijo: th(36.08423715974134)=0.7003798522055149; dx=-2.3298555745263254E-7 evalInputDelta=-2.415478229522705E-5
Armijo: th(4.510529644967668)=0.7003588192164898; dx=-1.7017565304223313E-7 evalInputDelta=-3.121793270111084E-6
Armijo: th(0.5011699605519631)=0.7003561034798622; dx=-1.843574978170549E-7 evalInputDelta=-4.0605664253234863E-7
New Minimum: 0.7003556974232197 > 0.7003556080162525
END: th(0.0501169960551963)=0.7003556080162525; dx=-1.7103757680587336E-7 evalInputDelta=8.940696716308594E-8
Fitness changed from 0.7003556974232197 to 0.7003556080162525
Iteration 17 complete. Error: 0.7003556080162525 Total: 85.8268; Orientation: 0.0297; Line Search: 78.0045
Adding measurement 3c3ea23f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.694e+02, gradient 7.604e-04, dot -0.311; [576fba82-07f7-46ac-86c8-34e4238ffbf8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.7003556080162525, 5.357920153066516, 6.525442209094763, 6.646855706349015
LBFGS Accumulation History: 3 points
Removed measurement 3c3ea23f to history. Total: 3
th(0)=0.7003556080162525;dx=-2.088808978016362E-7
Armijo: th(0.10797379486150599)=0.7003558650612831; dx=-2.1492305781109323E-7 evalInputDelta=-2.5704503059387207E-7
Armijo: th(0.053986897430752995)=0.700355738401413; dx=-2.7445969220632476E-7 evalInputDelta=-1.30385160446167E-7
Armijo: th(0.017995632476917666)=0.7003557235002518; dx=-2.3475676245435072E-7 evalInputDelta=-1.1548399925231934E-7
Armijo: th(0.0044989081192294165)=0.70035570114851; dx=-2.922394556780486E-7 evalInputDelta=-9.313225746154785E-8
New Minimum: 0.7003556080162525 > 0.7003555856645107
WOLFE (weak): th(8.997816238458833E-4)=0.7003555856645107; dx=-2.800782600167486E-7 evalInputDelta=2.2351741790771484E-8
Armijo: th(0.00269934487153765)=0.7003556936979294; dx=-3.133541050939704E-7 evalInputDelta=-8.568167686462402E-8
Armijo: th(0.0017995632476917665)=0.7003556936979294; dx=-2.7542870223388483E-7 evalInputDelta=-8.568167686462402E-8
Armijo: th(0.0013496724357688248)=0.7003556489944458; dx=-2.6461231326176564E-7 evalInputDelta=-4.0978193283081055E-8
Armijo: th(0.001124727029807354)=0.7003556676208973; dx=-1.6000400903927391E-7 evalInputDelta=-5.9604644775390625E-8
Armijo: th(0.0010122543268266185)=0.700355663895607; dx=-2.547652642978504E-7 evalInputDelta=-5.587935447692871E-8
WOLFE (weak): th(9.560179753362509E-4)=0.7003555856645107; dx=-2.676860019254945E-7 evalInputDelta=2.2351741790771484E-8
Armijo: th(9.841361510814347E-4)=0.700355663895607; dx=-2.5763825236516436E-7 evalInputDelta=-5.587935447692871E-8
WOLFE (weak): th(9.700770632088429E-4)=0.7003555856645107; dx=-2.0274343901267115E-7 evalInputDelta=2.2351741790771484E-8
WOLFE (weak): th(9.771066071451388E-4)=0.7003555856645107; dx=-2.908735859926861E-7 evalInputDelta=2.2351741790771484E-8
Armijo: th(9.806213791132869E-4)=0.700355663895607; dx=-3.2848447954049435E-7 evalInputDelta=-5.587935447692871E-8
WOLFE (weak): th(9.78863993129213E-4)=0.7003555856645107; dx=-2.63136033122602E-7 evalInputDelta=2.2351741790771484E-8
WOLFE (weak): th(9.7974268612125E-4)=0.7003555856645107; dx=-2.2958871902310877E-7 evalInputDelta=2.2351741790771484E-8
WOLFE (weak): th(9.801820326172683E-4)=0.7003555856645107; dx=-2.8598822886611317E-7 evalInputDelta=2.2351741790771484E-8
Armijo: th(9.804017058652776E-4)=0.700355663895607; dx=-2.2482377195761145E-7 evalInputDelta=-5.587935447692871E-8
Armijo: th(9.80291869241273E-4)=0.700355663895607; dx=-2.3008024192661257E-7 evalInputDelta=-5.587935447692871E-8
Armijo: th(9.802369509292707E-4)=0.700355663895607; dx=-3.1986236888536714E-7 evalInputDelta=-5.587935447692871E-8
WOLFE (weak): th(9.802094917732694E-4)=0.7003555856645107; dx=-1.8340296363132062E-7 evalInputDelta=2.2351741790771484E-8
WOLFE (weak): th(9.8022322135127E-4)=0.7003555856645107; dx=-2.590781414802938E-7 evalInputDelta=2.2351741790771484E-8
Armijo: th(9.802300861402702E-4)=0.700355663895607; dx=-2.346328752465739E-7 evalInputDelta=-5.587935447692871E-8
mu ~= nu (9.8022322135127E-4): th(8.997816238458833E-4)=0.7003555856645107
Fitness changed from 0.7003556080162525 to 0.7003555856645107
Iteration 18 complete. Error: 0.7003555856645107 Total: 193.6878; Orientation: 0.0291; Line Search: 185.8491
Adding measurement 5cf9a523 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.434e+02, gradient 7.587e-04, dot -0.273; [576fba82-07f7-46ac-86c8-34e4238ffbf8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.7003555856645107, 5.357920153066516, 6.525442209094763, 6.646855706349015
LBFGS Accumulation History: 3 points
Removed measurement 5cf9a523 to history. Total: 3
th(0)=0.7003555856645107;dx=-1.575362491179878E-7
Armijo: th(0.002111834306923759)=0.700355775654316; dx=-2.4896785770004207E-7 evalInputDelta=-1.8998980522155762E-7
Armijo: th(0.0010559171534618795)=0.7003556825220585; dx=-1.898064941730545E-7 evalInputDelta=-9.685754776000977E-8
Armijo: th(3.5197238448729317E-4)=0.7003557533025742; dx=-1.4206757450197003E-7 evalInputDelta=-1.6763806343078613E-7
WOLFE (weak): th(8.799309612182329E-5)=0.7003555856645107; dx=-2.1308087242340672E-7 evalInputDelta=0.0
Armijo: th(2.1998274030455824E-4)=0.7003557048738003; dx=-1.6490115608736347E-7 evalInputDelta=-1.1920928955078125E-7
Armijo: th(1.5398791821319077E-4)=0.7003556415438652; dx=-2.005109455382072E-7 evalInputDelta=-5.587935447692871E-8
Armijo: th(1.2099050716750704E-4)=0.700355663895607; dx=-1.8081455869108175E-7 evalInputDelta=-7.82310962677002E-8
WOLFE (weak): th(1.0449180164466516E-4)=0.7003555856645107; dx=-1.727758317818281E-7 evalInputDelta=0.0
WOLFE (weak): th(1.127411544060861E-4)=0.7003555856645107; dx=-2.389222016806141E-7 evalInputDelta=0.0
WOLFE (weak): th(1.1686583078679658E-4)=0.7003555856645107; dx=-2.8197794120555365E-7 evalInputDelta=0.0
Armijo: th(1.1892816897715181E-4)=0.700355663895607; dx=-2.3550561584638925E-7 evalInputDelta=-7.82310962677002E-8
WOLFE (weak): th(1.1789699988197418E-4)=0.7003555856645107; dx=-1.9026904421105792E-7 evalInputDelta=0.0
WOLFE (weak): th(1.1841258442956299E-4)=0.7003555856645107; dx=-1.578685122483196E-7 evalInputDelta=0.0
WOLFE (weak): th(1.1867037670335739E-4)=0.7003555856645107; dx=-3.052862408375534E-7 evalInputDelta=0.0
WOLFE (weak): th(1.1879927284025459E-4)=0.7003555856645107; dx=-1.3640372705992453E-7 evalInputDelta=0.0
WOLFE (weak): th(1.1886372090870321E-4)=0.7003555856645107; dx=-2.7167749213593266E-7 evalInputDelta=0.0
Armijo: th(1.188959449429275E-4)=0.700355663895607; dx=-1.835734837335715E-7 evalInputDelta=-7.82310962677002E-8
WOLFE (weak): th(1.1887983292581535E-4)=0.7003555856645107; dx=-1.7298857429863624E-7 evalInputDelta=0.0
Armijo: th(1.1888788893437143E-4)=0.700355663895607; dx=-1.3085645260187373E-7 evalInputDelta=-7.82310962677002E-8
Armijo: th(1.1888386093009339E-4)=0.700355663895607; dx=-1.03283052067332E-7 evalInputDelta=-7.82310962677002E-8
Armijo: th(1.1888184692795438E-4)=0.700355663895607; dx=-1.9347600515818732E-7 evalInputDelta=-7.82310962677002E-8
WOLFE (weak): th(1.1888083992688487E-4)=0.7003555856645107; dx=-2.6821811724598806E-7 evalInputDelta=0.0
mu ~= nu (1.1888083992688487E-4): th(0.0)=0.7003555856645107
Fitness changed from 0.7003555856645107 to 0.7003555856645107
Static Iteration Total: 178.4434; Orientation: 0.0296; Line Search: 170.6828
Iteration 19 failed. Error: 0.7003555856645107
Previous Error: 0.0 -> 0.7003555856645107
Reset training subject: 12210439113800
Adding measurement 4988355a to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=0.7003555856645107;dx=-2.3597343953485323E-7
WOLFE (weak): th(2.5612209027762675E-4)=0.7003555856645107; dx=-1.859732641197449E-7 evalInputDelta=0.0
Armijo: th(5.122441805552535E-4)=0.7003557421267033; dx=-2.4514938909285917E-7 evalInputDelta=-1.564621925354004E-7
Armijo: th(3.841831354164401E-4)=0.7003557421267033; dx=-3.1273895543469683E-7 evalInputDelta=-1.564621925354004E-7
WOLFE (weak): th(3.201526128470334E-4)=0.7003555856645107; dx=-3.302026032861718E-7 evalInputDelta=0.0
Armijo: th(3.5216787413173674E-4)=0.7003557421267033; dx=-1.755414669396888E-7 evalInputDelta=-1.564621925354004E-7
Armijo: th(3.361602434893851E-4)=0.7003557421267033; dx=-2.565546776879816E-7 evalInputDelta=-1.564621925354004E-7
Armijo: th(3.2815642816820924E-4)=0.7003557421267033; dx=-2.402242794276895E-7 evalInputDelta=-1.564621925354004E-7
Armijo: th(3.241545205076213E-4)=0.7003556750714779; dx=-2.58882674407153E-7 evalInputDelta=-8.940696716308594E-8
Armijo: th(3.221535666773274E-4)=0.7003556750714779; dx=-2.4845049731744374E-7 evalInputDelta=-8.940696716308594E-8
Armijo: th(3.211530897621804E-4)=0.7003556750714779; dx=-2.524726875454587E-7 evalInputDelta=-8.940696716308594E-8
Armijo: th(3.2065285130460693E-4)=0.7003556750714779; dx=-2.460902549906627E-7 evalInputDelta=-8.940696716308594E-8
END: th(3.2040273207582017E-4)=0.7003555856645107; dx=-1.4660396658530833E-7 evalInputDelta=0.0
Fitness changed from 0.7003555856645107 to 0.7003555856645107
Static Iteration Total: 107.2355; Orientation: 0.0029; Line Search: 92.9845
Iteration 20 failed. Error: 0.7003555856645107
Previous Error: 0.0 -> 0.7003555856645107
Final threshold in iteration 20: 0.7003555856645107 (> -Infinity) after 1395.630s (< 5400.000s)
