Reset training subject: 4820524331969 Set StochasticSamplingSubnetLayer to random seed 4820524331969 Reset training subject: 4820527654183 Set StochasticSamplingSubnetLayer to random seed 4820527654183 Adding measurement 6a803277 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD Non-optimal measurement 22.515017085551026 < 22.515017085551026. Total: 1 th(0)=22.515017085551026;dx=-1.834857560493827E23 Adding measurement 76aa959a to history. Total: 1 New Minimum: 22.515017085551026 > 0.3679994660766245 Armijo: th(2.154434690031884)=0.3679994660766245; dx=-1.8348575604961374E11 evalInputDelta=22.1470176194744 Non-optimal measurement 0.47338582750209374 < 0.3679994660766245. Total: 2 Armijo: th(1.077217345015942)=0.47338582750209374; dx=-1.8348575604965155E11 evalInputDelta=22.041631258048934 Non-optimal measurement 0.6499734173148792 < 0.3679994660766245. Total: 2 Armijo: th(0.3590724483386473)=0.6499734173148792; dx=-1.8348575604975336E11 evalInputDelta=21.865043668236147 Non-optimal measurement 0.7622625535548796 < 0.3679994660766245. Total: 2 Armijo: th(0.08976811208466183)=0.7622625535548796; dx=-1.8348575604986044E11 evalInputDelta=21.752754531996146 Non-optimal measurement 0.7983804903706515 < 0.3679994660766245. Total: 2 Armijo: th(0.017953622416932366)=0.7983804903706515; dx=-1.834857560499146E11 evalInputDelta=21.716636595180375 Non-optimal measurement 0.8064465157985652 < 0.3679994660766245. Total: 2 Armijo: th(0.002992270402822061)=0.8064465157985652; dx=-1.8348575604992935E11 evalInputDelta=21.70857056975246 Non-optimal measurement 0.8078519772087237 < 0.3679994660766245. Total: 2 Armijo: th(4.2746720040315154E-4)=0.8078519772087237; dx=-1.8348575604993207E11 evalInputDelta=21.707165108342302 Non-optimal measurement 0.8080575212738923 < 0.3679994660766245. Total: 2 Armijo: th(5.343340005039394E-5)=0.8080575212738923; dx=-1.8348575604993243E11 evalInputDelta=21.706959564277135 Non-optimal measurement 0.8080836327712373 < 0.3679994660766245. Total: 2 Armijo: th(5.9370444500437714E-6)=0.8080836327712373; dx=-1.834857560499325E11 evalInputDelta=21.70693345277979 Non-optimal measurement 0.8080865704652369 < 0.3679994660766245. Total: 2 Armijo: th(5.937044450043771E-7)=0.8080865704652369; dx=-1.8348575604993253E11 evalInputDelta=21.70693051508579 Non-optimal measurement 0.8080868672036978 < 0.3679994660766245. Total: 2 Armijo: th(5.397313136403428E-8)=0.8080868672036978; dx=-1.8348575604993253E11 evalInputDelta=21.706930218347328 Non-optimal measurement 0.808086894404739 < 0.3679994660766245. Total: 2 Armijo: th(4.4977609470028565E-9)=0.808086894404739; dx=-1.8348575604993253E11 evalInputDelta=21.706930191146288 Non-optimal measurement 0.808086896687344 < 0.3679994660766245. Total: 2 Armijo: th(3.4598161130791205E-10)=0.808086896687344; dx=-1.8348575604993253E11 evalInputDelta=21.706930188863684 Non-optimal measurement 1.1451772321772506 < 0.3679994660766245. Total: 2 Armijo: th(2.4712972236279432E-11)=1.1451772321772506; dx=-4.551111112953967E20 evalInputDelta=21.369839853373776 Non-optimal measurement 13.619200252991831 < 0.3679994660766245. Total: 2 Armijo: th(1.6475314824186289E-12)=13.619200252991831; dx=-4.352998716077798E22 evalInputDelta=8.895816832559195 Non-optimal measurement 22.515017085550973 < 0.3679994660766245. Total: 2 Armijo: th(1.029707176511643E-13)=22.515017085550973; dx=-1.834857560493827E23 evalInputDelta=5.3290705182007514E-14 Non-optimal measurement 22.515017085551023 < 0.3679994660766245. Total: 2 Armijo: th(6.057101038303783E-15)=22.515017085551023; dx=-1.834857560493827E23 evalInputDelta=3.552713678800501E-15 Non-optimal measurement 0.3679994660766245 < 0.3679994660766245. Total: 2 MIN ALPHA (3.3650561323909904E-16): th(2.154434690031884)=0.3679994660766245 Fitness changed from 22.515017085551026 to 0.3679994660766245 Iteration 1 complete. Error: 0.3679994660766245 Total: 0.0910; Orientation: 0.0025; Line Search: 0.0792 Non-optimal measurement 0.3679994660766245 < 0.3679994660766245. Total: 2 LBFGS Accumulation History: 2 points Non-optimal measurement 0.3679994660766245 < 0.3679994660766245. Total: 2 th(0)=0.3679994660766245;dx=-0.3094778607150346 Non-optimal measurement 0.3679994660766245 < 0.3679994660766245. Total: 2 WOLFE (weak): th(2.154434690031884E-15)=0.3679994660766245; dx=-0.3094778607150346 evalInputDelta=0.0 Adding measurement 34f30b7c to history. Total: 2 New Minimum: 0.3679994660766245 > 0.3679994660766243 WOLFE (weak): th(4.308869380063768E-15)=0.3679994660766243; dx=-0.3094778607150346 evalInputDelta=1.6653345369377348E-16 Adding measurement dd1b1fe to history. Total: 3 New Minimum: 0.3679994660766243 > 0.3679994660766241 WOLFE (weak): th(1.2926608140191303E-14)=0.3679994660766241; dx=-0.3094778607150346 evalInputDelta=3.885780586188048E-16 Adding measurement 77bd1bf3 to history. Total: 4 New Minimum: 0.3679994660766241 > 0.3679994660766229 WOLFE (weak): th(5.1706432560765214E-14)=0.3679994660766229; dx=-0.3094778607150344 evalInputDelta=1.5543122344752192E-15 Adding measurement 4c42d04f to history. Total: 5 New Minimum: 0.3679994660766229 > 0.3679994660766165 WOLFE (weak): th(2.5853216280382605E-13)=0.3679994660766165; dx=-0.3094778607150337 evalInputDelta=7.993605777301127E-15 Adding measurement 1a80aa04 to history. Total: 6 New Minimum: 0.3679994660766165 > 0.36799946607657624 WOLFE (weak): th(1.5511929768229563E-12)=0.36799946607657624; dx=-0.30947786071502925 evalInputDelta=4.823919041996305E-14 Adding measurement 515d7ad1 to history. Total: 7 New Minimum: 0.36799946607657624 > 0.36799946607628653 WOLFE (weak): th(1.0858350837760695E-11)=0.36799946607628653; dx=-0.309477860714997 evalInputDelta=3.3795188869589765E-13 Adding measurement 5986c627 to history. Total: 8 New Minimum: 0.36799946607628653 > 0.3679994660739208 WOLFE (weak): th(8.686680670208556E-11)=0.3679994660739208; dx=-0.3094778607147339 evalInputDelta=2.7036706207184125E-12 Adding measurement 7abf864b to history. Total: 9 New Minimum: 0.3679994660739208 > 0.3679994660522912 WOLFE (weak): th(7.8180126031877E-10)=0.3679994660522912; dx=-0.3094778607123282 evalInputDelta=2.4333257631070637E-11 Adding measurement 478fddcd to history. Total: 10 New Minimum: 0.3679994660522912 > 0.36799946583329124 WOLFE (weak): th(7.818012603187701E-9)=0.36799946583329124; dx=-0.30947786068797073 evalInputDelta=2.4333324244452115E-10 Adding measurement 2459e8c1 to history. Total: 11 New Minimum: 0.36799946583329124 > 0.3679994633999583 WOLFE (weak): th(8.599813863506471E-8)=0.3679994633999583; dx=-0.30947786041733183 evalInputDelta=2.6766661664900937E-9 Adding measurement 4da9191a to history. Total: 12 New Minimum: 0.3679994633999583 > 0.367999433956632 WOLFE (weak): th(1.0319776636207765E-6)=0.367999433956632; dx=-0.3094778571426016 evalInputDelta=3.211999249908004E-8 Adding measurement 300b0ea6 to history. Total: 13 New Minimum: 0.367999433956632 > 0.3679990485170089 WOLFE (weak): th(1.3415709627070094E-5)=0.3679990485170089; dx=-0.30947781427346976 evalInputDelta=4.1755961560641097E-7 Adding measurement 5eebb96d to history. Total: 14 New Minimum: 0.3679990485170089 > 0.36799362029870225 WOLFE (weak): th(1.878199347789813E-4)=0.36799362029870225; dx=-0.30947721054574556 evalInputDelta=5.845777922230955E-6 Adding measurement 2b568aa5 to history. Total: 15 New Minimum: 0.36799362029870225 > 0.36791179222724973 WOLFE (weak): th(0.0028172990216847197)=0.36791179222724973; dx=-0.30946811102858945 evalInputDelta=8.767384937474754E-5 Adding measurement 719c9ed6 to history. Total: 16 New Minimum: 0.36791179222724973 > 0.366599969982348 WOLFE (weak): th(0.045076784346955515)=0.366599969982348; dx=-0.3093225956838221 evalInputDelta=0.0013994960942764756 Adding measurement a4b3735 to history. Total: 17 New Minimum: 0.366599969982348 > 0.3451105273183655 WOLFE (weak): th(0.7663053338982437)=0.3451105273183655; dx=-0.30703355046543024 evalInputDelta=0.02288893875825898 Adding measurement 73874529 to history. Total: 18 New Minimum: 0.3451105273183655 > 0.2947308919032378 WOLFE (weak): th(13.793496010168386)=0.2947308919032378; dx=-0.3025716280115852 evalInputDelta=0.07326857417338667 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 19 WOLFE (weak): th(262.07642419319933)=0.2947308919032378; dx=-0.3025716280115852 evalInputDelta=0.07326857417338667 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 19 WOLFE (weak): th(5241.528483863986)=0.2947308919032378; dx=-0.3025716280115852 evalInputDelta=0.07326857417338667 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 19 WOLFE (weak): th(110072.09816114372)=0.2947308919032378; dx=-0.3025716280115852 evalInputDelta=0.07326857417338667 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 19 Armijo: th(2421586.1595451618)=0.2947308919032378; dx=-0.3025716280115852 evalInputDelta=0.07326857417338667 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 19 Armijo: th(1265829.1288531527)=0.2947308919032378; dx=-0.3025716280115852 evalInputDelta=0.07326857417338667 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 19 Armijo: th(687950.6135071482)=0.2947308919032378; dx=-0.3025716280115852 evalInputDelta=0.07326857417338667 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 19 Armijo: th(399011.355834146)=0.2947308919032378; dx=-0.3025716280115852 evalInputDelta=0.07326857417338667 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 19 Armijo: th(254541.72699764484)=0.2947308919032378; dx=-0.3025716280115852 evalInputDelta=0.07326857417338667 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 19 WOLFE (weak): th(182306.9125793943)=0.2947308919032378; dx=-0.3025716280115852 evalInputDelta=0.07326857417338667 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 19 WOLFE (weak): th(218424.31978851958)=0.2947308919032378; dx=-0.3025716280115852 evalInputDelta=0.07326857417338667 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 19 WOLFE (weak): th(236483.0233930822)=0.2947308919032378; dx=-0.3025716280115852 evalInputDelta=0.07326857417338667 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 19 Armijo: th(245512.37519536354)=0.2947308919032378; dx=-0.3025716280115852 evalInputDelta=0.07326857417338667 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 19 Armijo: th(240997.69929422287)=0.2947308919032378; dx=-0.3025716280115852 evalInputDelta=0.07326857417338667 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 19 Armijo: th(238740.36134365253)=0.2947308919032378; dx=-0.3025716280115852 evalInputDelta=0.07326857417338667 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 19 mu ~= nu (236483.0233930822): th(13.793496010168386)=0.2947308919032378 Fitness changed from 0.3679994660766245 to 0.2947308919032378 Iteration 2 complete. Error: 0.2947308919032378 Total: 0.1651; Orientation: 0.0018; Line Search: 0.1605 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 19 Rejected: LBFGS Orientation magnitude: 1.321e+01, gradient 5.456e-01, dot -0.671; [c31943ca-2554-4a03-a876-28ff255b1170 = 1.000/1.000e+00, 7dbd2060-c29e-4c82-b9e1-df5c5de5ca1f = 0.000e+00, 460178b7-b4c8-4706-ab10-6bd3cca67a84 = 1.000/1.000e+00, 63d6edda-66a3-448c-a97d-22c5f3c20678 = 1.000/1.000e+00, 30a438f3-6511-4358-9c4e-7dbf65201c66 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.2947308919032378, 0.3451105273183655, 0.366599969982348, 0.36791179222724973, 0.36799362029870225, 0.3679990485170089, 0.367999433956632, 0.3679994633999583, 0.36799946583329124, 0.3679994660522912, 0.3679994660739208, 0.36799946607628653, 0.36799946607657624, 0.3679994660766165, 0.3679994660766229, 0.3679994660766241, 0.3679994660766243, 0.3679994660766245, 22.515017085551026 Rejected: LBFGS Orientation magnitude: 6.059e+01, gradient 5.456e-01, dot -0.985; [63d6edda-66a3-448c-a97d-22c5f3c20678 = 1.000/1.000e+00, 7dbd2060-c29e-4c82-b9e1-df5c5de5ca1f = 0.000e+00, c31943ca-2554-4a03-a876-28ff255b1170 = 1.000/1.000e+00, 460178b7-b4c8-4706-ab10-6bd3cca67a84 = 1.000/1.000e+00, 30a438f3-6511-4358-9c4e-7dbf65201c66 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.2947308919032378, 0.3451105273183655, 0.366599969982348, 0.36791179222724973, 0.36799362029870225, 0.3679990485170089, 0.367999433956632, 0.3679994633999583, 0.36799946583329124, 0.3679994660522912, 0.3679994660739208, 0.36799946607628653, 0.36799946607657624, 0.3679994660766165, 0.3679994660766229, 0.3679994660766241, 0.3679994660766243, 0.3679994660766245 Rejected: LBFGS Orientation magnitude: 6.461e+01, gradient 5.456e-01, dot -0.986; [30a438f3-6511-4358-9c4e-7dbf65201c66 = 1.000/1.000e+00, 460178b7-b4c8-4706-ab10-6bd3cca67a84 = 1.000/1.000e+00, 63d6edda-66a3-448c-a97d-22c5f3c20678 = 1.000/1.000e+00, 7dbd2060-c29e-4c82-b9e1-df5c5de5ca1f = 0.000e+00, c31943ca-2554-4a03-a876-28ff255b1170 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.2947308919032378, 0.3451105273183655, 0.366599969982348, 0.36791179222724973, 0.36799362029870225, 0.3679990485170089, 0.367999433956632, 0.3679994633999583, 0.36799946583329124, 0.3679994660522912, 0.3679994660739208, 0.36799946607628653, 0.36799946607657624, 0.3679994660766165, 0.3679994660766229, 0.3679994660766241, 0.3679994660766243 Rejected: LBFGS Orientation magnitude: 6.378e+01, gradient 5.456e-01, dot -0.986; [30a438f3-6511-4358-9c4e-7dbf65201c66 = 1.000/1.000e+00, c31943ca-2554-4a03-a876-28ff255b1170 = 1.000/1.000e+00, 460178b7-b4c8-4706-ab10-6bd3cca67a84 = 1.000/1.000e+00, 7dbd2060-c29e-4c82-b9e1-df5c5de5ca1f = 0.000e+00, 63d6edda-66a3-448c-a97d-22c5f3c20678 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.2947308919032378, 0.3451105273183655, 0.366599969982348, 0.36791179222724973, 0.36799362029870225, 0.3679990485170089, 0.367999433956632, 0.3679994633999583, 0.36799946583329124, 0.3679994660522912, 0.3679994660739208, 0.36799946607628653, 0.36799946607657624, 0.3679994660766165, 0.3679994660766229, 0.3679994660766241 Rejected: LBFGS Orientation magnitude: 6.376e+01, gradient 5.456e-01, dot -0.986; [460178b7-b4c8-4706-ab10-6bd3cca67a84 = 1.000/1.000e+00, 7dbd2060-c29e-4c82-b9e1-df5c5de5ca1f = 0.000e+00, 30a438f3-6511-4358-9c4e-7dbf65201c66 = 1.000/1.000e+00, c31943ca-2554-4a03-a876-28ff255b1170 = 1.000/1.000e+00, 63d6edda-66a3-448c-a97d-22c5f3c20678 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.2947308919032378, 0.3451105273183655, 0.366599969982348, 0.36791179222724973, 0.36799362029870225, 0.3679990485170089, 0.367999433956632, 0.3679994633999583, 0.36799946583329124, 0.3679994660522912, 0.3679994660739208, 0.36799946607628653, 0.36799946607657624, 0.3679994660766165, 0.3679994660766229 Rejected: LBFGS Orientation magnitude: 6.387e+01, gradient 5.456e-01, dot -0.986; [7dbd2060-c29e-4c82-b9e1-df5c5de5ca1f = 0.000e+00, 460178b7-b4c8-4706-ab10-6bd3cca67a84 = 1.000/1.000e+00, 30a438f3-6511-4358-9c4e-7dbf65201c66 = 1.000/1.000e+00, 63d6edda-66a3-448c-a97d-22c5f3c20678 = 1.000/1.000e+00, c31943ca-2554-4a03-a876-28ff255b1170 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.2947308919032378, 0.3451105273183655, 0.366599969982348, 0.36791179222724973, 0.36799362029870225, 0.3679990485170089, 0.367999433956632, 0.3679994633999583, 0.36799946583329124, 0.3679994660522912, 0.3679994660739208, 0.36799946607628653, 0.36799946607657624, 0.3679994660766165 Rejected: LBFGS Orientation magnitude: 6.382e+01, gradient 5.456e-01, dot -0.986; [63d6edda-66a3-448c-a97d-22c5f3c20678 = 1.000/1.000e+00, 30a438f3-6511-4358-9c4e-7dbf65201c66 = 1.000/1.000e+00, 7dbd2060-c29e-4c82-b9e1-df5c5de5ca1f = 0.000e+00, c31943ca-2554-4a03-a876-28ff255b1170 = 1.000/1.000e+00, 460178b7-b4c8-4706-ab10-6bd3cca67a84 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.2947308919032378, 0.3451105273183655, 0.366599969982348, 0.36791179222724973, 0.36799362029870225, 0.3679990485170089, 0.367999433956632, 0.3679994633999583, 0.36799946583329124, 0.3679994660522912, 0.3679994660739208, 0.36799946607628653, 0.36799946607657624 Rejected: LBFGS Orientation magnitude: 6.382e+01, gradient 5.456e-01, dot -0.986; [30a438f3-6511-4358-9c4e-7dbf65201c66 = 1.000/1.000e+00, 460178b7-b4c8-4706-ab10-6bd3cca67a84 = 1.000/1.000e+00, 63d6edda-66a3-448c-a97d-22c5f3c20678 = 1.000/1.000e+00, c31943ca-2554-4a03-a876-28ff255b1170 = 1.000/1.000e+00, 7dbd2060-c29e-4c82-b9e1-df5c5de5ca1f = 0.000e+00] Orientation rejected. Popping history element from 0.2947308919032378, 0.3451105273183655, 0.366599969982348, 0.36791179222724973, 0.36799362029870225, 0.3679990485170089, 0.367999433956632, 0.3679994633999583, 0.36799946583329124, 0.3679994660522912, 0.3679994660739208, 0.36799946607628653 Rejected: LBFGS Orientation magnitude: 6.382e+01, gradient 5.456e-01, dot -0.986; [30a438f3-6511-4358-9c4e-7dbf65201c66 = 1.000/1.000e+00, c31943ca-2554-4a03-a876-28ff255b1170 = 1.000/1.000e+00, 63d6edda-66a3-448c-a97d-22c5f3c20678 = 1.000/1.000e+00, 460178b7-b4c8-4706-ab10-6bd3cca67a84 = 1.000/1.000e+00, 7dbd2060-c29e-4c82-b9e1-df5c5de5ca1f = 0.000e+00] Orientation rejected. Popping history element from 0.2947308919032378, 0.3451105273183655, 0.366599969982348, 0.36791179222724973, 0.36799362029870225, 0.3679990485170089, 0.367999433956632, 0.3679994633999583, 0.36799946583329124, 0.3679994660522912, 0.3679994660739208 Rejected: LBFGS Orientation magnitude: 6.382e+01, gradient 5.456e-01, dot -0.986; [63d6edda-66a3-448c-a97d-22c5f3c20678 = 1.000/1.000e+00, c31943ca-2554-4a03-a876-28ff255b1170 = 1.000/1.000e+00, 460178b7-b4c8-4706-ab10-6bd3cca67a84 = 1.000/1.000e+00, 30a438f3-6511-4358-9c4e-7dbf65201c66 = 1.000/1.000e+00, 7dbd2060-c29e-4c82-b9e1-df5c5de5ca1f = 0.000e+00] Orientation rejected. Popping history element from 0.2947308919032378, 0.3451105273183655, 0.366599969982348, 0.36791179222724973, 0.36799362029870225, 0.3679990485170089, 0.367999433956632, 0.3679994633999583, 0.36799946583329124, 0.3679994660522912 Rejected: LBFGS Orientation magnitude: 6.382e+01, gradient 5.456e-01, dot -0.986; [7dbd2060-c29e-4c82-b9e1-df5c5de5ca1f = 0.000e+00, 63d6edda-66a3-448c-a97d-22c5f3c20678 = 1.000/1.000e+00, 460178b7-b4c8-4706-ab10-6bd3cca67a84 = 1.000/1.000e+00, 30a438f3-6511-4358-9c4e-7dbf65201c66 = 1.000/1.000e+00, c31943ca-2554-4a03-a876-28ff255b1170 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.2947308919032378, 0.3451105273183655, 0.366599969982348, 0.36791179222724973, 0.36799362029870225, 0.3679990485170089, 0.367999433956632, 0.3679994633999583, 0.36799946583329124 Rejected: LBFGS Orientation magnitude: 6.382e+01, gradient 5.456e-01, dot -0.986; [c31943ca-2554-4a03-a876-28ff255b1170 = 1.000/1.000e+00, 460178b7-b4c8-4706-ab10-6bd3cca67a84 = 1.000/1.000e+00, 7dbd2060-c29e-4c82-b9e1-df5c5de5ca1f = 0.000e+00, 63d6edda-66a3-448c-a97d-22c5f3c20678 = 1.000/1.000e+00, 30a438f3-6511-4358-9c4e-7dbf65201c66 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.2947308919032378, 0.3451105273183655, 0.366599969982348, 0.36791179222724973, 0.36799362029870225, 0.3679990485170089, 0.367999433956632, 0.3679994633999583 Rejected: LBFGS Orientation magnitude: 6.382e+01, gradient 5.456e-01, dot -0.986; [30a438f3-6511-4358-9c4e-7dbf65201c66 = 1.000/1.000e+00, 7dbd2060-c29e-4c82-b9e1-df5c5de5ca1f = 0.000e+00, 460178b7-b4c8-4706-ab10-6bd3cca67a84 = 1.000/1.000e+00, 63d6edda-66a3-448c-a97d-22c5f3c20678 = 1.000/1.000e+00, c31943ca-2554-4a03-a876-28ff255b1170 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.2947308919032378, 0.3451105273183655, 0.366599969982348, 0.36791179222724973, 0.36799362029870225, 0.3679990485170089, 0.367999433956632 Rejected: LBFGS Orientation magnitude: 7.447e+01, gradient 5.456e-01, dot -0.985; [7dbd2060-c29e-4c82-b9e1-df5c5de5ca1f = 0.000e+00, c31943ca-2554-4a03-a876-28ff255b1170 = 1.000/1.000e+00, 30a438f3-6511-4358-9c4e-7dbf65201c66 = 1.000/1.000e+00, 63d6edda-66a3-448c-a97d-22c5f3c20678 = 1.000/1.000e+00, 460178b7-b4c8-4706-ab10-6bd3cca67a84 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.2947308919032378, 0.3451105273183655, 0.366599969982348, 0.36791179222724973, 0.36799362029870225, 0.3679990485170089 Rejected: LBFGS Orientation magnitude: 9.677e+01, gradient 5.456e-01, dot -0.995; [c31943ca-2554-4a03-a876-28ff255b1170 = 1.000/1.000e+00, 460178b7-b4c8-4706-ab10-6bd3cca67a84 = 1.000/1.000e+00, 63d6edda-66a3-448c-a97d-22c5f3c20678 = 1.000/1.000e+00, 7dbd2060-c29e-4c82-b9e1-df5c5de5ca1f = 0.000e+00, 30a438f3-6511-4358-9c4e-7dbf65201c66 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.2947308919032378, 0.3451105273183655, 0.366599969982348, 0.36791179222724973, 0.36799362029870225 Rejected: LBFGS Orientation magnitude: 9.525e+01, gradient 5.456e-01, dot -0.995; [63d6edda-66a3-448c-a97d-22c5f3c20678 = 1.000/1.000e+00, c31943ca-2554-4a03-a876-28ff255b1170 = 1.000/1.000e+00, 30a438f3-6511-4358-9c4e-7dbf65201c66 = 1.000/1.000e+00, 460178b7-b4c8-4706-ab10-6bd3cca67a84 = 1.000/1.000e+00, 7dbd2060-c29e-4c82-b9e1-df5c5de5ca1f = 0.000e+00] Orientation rejected. Popping history element from 0.2947308919032378, 0.3451105273183655, 0.366599969982348, 0.36791179222724973 LBFGS Accumulation History: 3 points Removed measurement 73874529 to history. Total: 18 Removed measurement a4b3735 to history. Total: 17 Removed measurement 719c9ed6 to history. Total: 16 Removed measurement 2b568aa5 to history. Total: 15 Removed measurement 5eebb96d to history. Total: 14 Removed measurement 300b0ea6 to history. Total: 13 Removed measurement 4da9191a to history. Total: 12 Removed measurement 2459e8c1 to history. Total: 11 Removed measurement 478fddcd to history. Total: 10 Removed measurement 7abf864b to history. Total: 9 Removed measurement 5986c627 to history. Total: 8 Removed measurement 515d7ad1 to history. Total: 7 Removed measurement 1a80aa04 to history. Total: 6 Removed measurement 4c42d04f to history. Total: 5 Removed measurement 77bd1bf3 to history. Total: 4 Removed measurement dd1b1fe to history. Total: 3 Adding measurement 354c5225 to history. Total: 3 th(0)=0.2947308919032378;dx=-0.2977111861728395 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 4 Armijo: th(511918.87279559486)=0.2947308919032378; dx=-0.2977111861728395 evalInputDelta=0.0 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 4 Armijo: th(255959.43639779743)=0.2947308919032378; dx=-0.2977111861728395 evalInputDelta=0.0 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 4 Armijo: th(85319.81213259914)=0.2947308919032378; dx=-0.2977111861728395 evalInputDelta=0.0 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 4 Armijo: th(21329.953033149784)=0.2947308919032378; dx=-0.2977111861728395 evalInputDelta=0.0 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 4 Armijo: th(4265.990606629957)=0.2947308919032378; dx=-0.2977111861728395 evalInputDelta=0.0 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 4 Armijo: th(710.9984344383262)=0.2947308919032378; dx=-0.2977111861728395 evalInputDelta=0.0 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 4 Armijo: th(101.57120491976089)=0.2947308919032378; dx=-0.2977111861728395 evalInputDelta=0.0 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 4 Armijo: th(12.696400614970111)=0.2947308919032378; dx=-0.2977111861728395 evalInputDelta=0.0 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 4 Armijo: th(1.4107111794411233)=0.2947308919032378; dx=-0.2977111861728395 evalInputDelta=0.0 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 4 Armijo: th(0.14107111794411234)=0.2947308919032378; dx=-0.2977111861728395 evalInputDelta=0.0 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 4 Armijo: th(0.012824647085828395)=0.2947308919032378; dx=-0.2977111861728395 evalInputDelta=0.0 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 4 Armijo: th(0.0010687205904856996)=0.2947308919032378; dx=-0.2977111861728395 evalInputDelta=0.0 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 4 Armijo: th(8.220927619120767E-5)=0.2947308919032378; dx=-0.2977111861728395 evalInputDelta=0.0 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 4 Armijo: th(5.872091156514833E-6)=0.2947308919032378; dx=-0.2977111861728395 evalInputDelta=0.0 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 4 Armijo: th(3.914727437676555E-7)=0.2947308919032378; dx=-0.2977111861728395 evalInputDelta=0.0 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 4 Armijo: th(2.446704648547847E-8)=0.2947308919032378; dx=-0.2977111861728395 evalInputDelta=0.0 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 4 Armijo: th(1.439238028557557E-9)=0.2947308919032378; dx=-0.2977111861728395 evalInputDelta=0.0 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 4 WOLFE (weak): th(7.995766825319762E-11)=0.2947308919032378; dx=-0.2977111861728395 evalInputDelta=0.0 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 4 Armijo: th(7.595978484053773E-10)=0.2947308919032378; dx=-0.2977111861728395 evalInputDelta=0.0 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 4 WOLFE (weak): th(4.1977775832928745E-10)=0.2947308919032378; dx=-0.2977111861728395 evalInputDelta=0.0 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 4 Armijo: th(5.896878033673324E-10)=0.2947308919032378; dx=-0.2977111861728395 evalInputDelta=0.0 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 4 Armijo: th(5.0473278084831E-10)=0.2947308919032378; dx=-0.2977111861728395 evalInputDelta=0.0 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 4 WOLFE (weak): th(4.6225526958879873E-10)=0.2947308919032378; dx=-0.2977111861728395 evalInputDelta=0.0 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 4 Armijo: th(4.834940252185543E-10)=0.2947308919032378; dx=-0.2977111861728395 evalInputDelta=0.0 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 4 Armijo: th(4.728746474036766E-10)=0.2947308919032378; dx=-0.2977111861728395 evalInputDelta=0.0 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 4 Armijo: th(4.675649584962377E-10)=0.2947308919032378; dx=-0.2977111861728395 evalInputDelta=0.0 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 4 WOLFE (weak): th(4.649101140425182E-10)=0.2947308919032378; dx=-0.2977111861728395 evalInputDelta=0.0 Non-optimal measurement 0.2947308919032378 < 0.2947308919032378. Total: 4 mu ~= nu (4.649101140425182E-10): th(0.0)=0.2947308919032378 Fitness changed from 0.2947308919032378 to 0.2947308919032378 Static Iteration Total: 0.9109; Orientation: 0.7893; Line Search: 0.1187 Iteration 3 failed. Error: 0.2947308919032378 Previous Error: 0.0 -> 0.2947308919032378 Optimization terminated 3 Set StochasticSamplingSubnetLayer to random null seed Final threshold in iteration 3: 0.2947308919032378 (> 0.0) after 1.167s (< 30.000s)