1. Iteration 1
  2. Iteration 2
  3. Iteration 3
  4. Iteration 4
  5. Iteration 5
  6. Iteration 6
  7. Iteration 7
  8. Iteration 8
  9. Iteration 9

Reset training subject: 188139347713600

Reset training subject: 188176877879000

Iteration 1

Iteration 1

Adding measurement 465d6263 to history. Total: 0

LBFGS Accumulation History: 1 points

th(0)=3.1484309434890747;dx=-5.752639140632761E-7

New Minimum: 3.1484309434890747 > 3.148429363965988

END: th(2.154434690031884)=3.148429363965988; dx=-5.140029539263285E-7 evalInputDelta=1.5795230865478516E-6

Fitness changed from 3.1484309434890747 to 3.148429363965988

Iteration 1 complete. Error: 3.148429363965988 Total: 188.7549; Orientation: 0.0217; Line Search: 76.1219

Iteration 2

Iteration 2

Adding measurement 66c7c758 to history. Total: 1

LBFGS Accumulation History: 2 points

th(0)=3.148429363965988;dx=-5.134881152079621E-7

New Minimum: 3.148429363965988 > 3.1484262347221375

WOLFE (weak): th(4.641588833612779)=3.1484262347221375; dx=-5.139824958741892E-7 evalInputDelta=3.129243850708008E-6

New Minimum: 3.1484262347221375 > 3.1484230160713196

WOLFE (weak): th(9.283177667225559)=3.1484230160713196; dx=-5.141668414895427E-7 evalInputDelta=6.3478946685791016E-6

New Minimum: 3.1484230160713196 > 3.148410588502884

WOLFE (weak): th(27.849533001676676)=3.148410588502884; dx=-5.141924738875233E-7 evalInputDelta=1.8775463104248047E-5

New Minimum: 3.148410588502884 > 3.148354396224022

WOLFE (weak): th(111.3981320067067)=3.148354396224022; dx=-5.14130383555511E-7 evalInputDelta=7.496774196624756E-5

New Minimum: 3.148354396224022 > 3.1480546854436398

WOLFE (weak): th(556.9906600335335)=3.1480546854436398; dx=-5.140155948142664E-7 evalInputDelta=3.7467852234840393E-4

New Minimum: 3.1480546854436398 > 3.146182917058468

WOLFE (weak): th(3341.9439602012008)=3.146182917058468; dx=-5.137113360756564E-7 evalInputDelta=0.002246446907520294

New Minimum: 3.146182917058468 > 3.132733065634966

WOLFE (weak): th(23393.607721408407)=3.132733065634966; dx=-5.084468344527109E-7 evalInputDelta=0.015696298331022263

New Minimum: 3.132733065634966 > 3.0252194926142693

WOLFE (weak): th(187148.86177126726)=3.0252194926142693; dx=-4.939917525229871E-7 evalInputDelta=0.1232098713517189

New Minimum: 3.0252194926142693 > 2.307005897164345

END: th(1684339.7559414054)=2.307005897164345; dx=-2.7486314119608217E-7 evalInputDelta=0.8414234668016434

Fitness changed from 3.148429363965988 to 2.307005897164345

Iteration 2 complete. Error: 2.307005897164345 Total: 414.0289; Orientation: 0.0199; Line Search: 376.4788

Iteration 3

Iteration 3

Adding measurement 35c4a479 to history. Total: 2

LBFGS Accumulation History: 3 points

th(0)=2.307005897164345;dx=-3.276384498015224E-7

New Minimum: 2.307005897164345 > 1.5023892372846603

END: th(3628800.0000000005)=1.5023892372846603; dx=-1.0662263756338124E-7 evalInputDelta=0.8046166598796844

Fitness changed from 2.307005897164345 to 1.5023892372846603

Iteration 3 complete. Error: 1.5023892372846603 Total: 110.4463; Orientation: 0.0201; Line Search: 72.3232

Iteration 4

Iteration 4

Adding measurement 19641cef to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.413e+03, gradient 5.009e-04, dot -0.461; [e4d79fca-06a4-424a-bb4e-1856f637e35a = 1.000/1.000e+00]

Orientation rejected. Popping history element from 1.5023892372846603, 2.307005897164345, 3.148429363965988, 3.1484309434890747

LBFGS Accumulation History: 3 points

Removed measurement 19641cef to history. Total: 3

th(0)=1.5023892372846603;dx=-2.4987032113700864E-7

New Minimum: 1.5023892372846603 > 1.0171418264508247

END: th(7818012.603187701)=1.0171418264508247; dx=-9.725237239215515E-9 evalInputDelta=0.4852474108338356

Fitness changed from 1.5023892372846603 to 1.0171418264508247

Iteration 4 complete. Error: 1.0171418264508247 Total: 109.8862; Orientation: 0.2993; Line Search: 74.1115

Iteration 5

Iteration 5

Adding measurement 17b40867 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.281e+03, gradient 4.659e-04, dot -0.207; [e4d79fca-06a4-424a-bb4e-1856f637e35a = 1.000/1.000e+00]

Orientation rejected. Popping history element from 1.0171418264508247, 2.307005897164345, 3.148429363965988, 3.1484309434890747

LBFGS Accumulation History: 3 points

Removed measurement 17b40867 to history. Total: 3

th(0)=1.0171418264508247;dx=-2.1612763613634805E-7

Armijo: th(1.6843397559414055E7)=1.092284694314003; dx=3.322763415250139E-8 evalInputDelta=-0.07514286786317825

New Minimum: 1.0171418264508247 > 0.4938232898712158

WOLF (strong): th(8421698.779707028)=0.4938232898712158; dx=2.853156177119159E-8 evalInputDelta=0.5233185365796089

New Minimum: 0.4938232898712158 > 0.47644204646348953

END: th(2807232.926569009)=0.47644204646348953; dx=-9.574922635976636E-8 evalInputDelta=0.5406997799873352

Fitness changed from 1.0171418264508247 to 0.47644204646348953

Iteration 5 complete. Error: 0.47644204646348953 Total: 184.3340; Orientation: 0.3006; Line Search: 146.6004

Iteration 6

Iteration 6

Adding measurement 41776c03 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.489e+03, gradient 3.465e-04, dot -0.402; [e4d79fca-06a4-424a-bb4e-1856f637e35a = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.47644204646348953, 2.307005897164345, 3.148429363965988, 3.1484309434890747

LBFGS Accumulation History: 3 points

Removed measurement 41776c03 to history. Total: 3

th(0)=0.47644204646348953;dx=-1.1906962408605489E-7

New Minimum: 0.47644204646348953 > 0.09795098751783371

END: th(6048000.000000001)=0.09795098751783371; dx=-1.1720274291390393E-8 evalInputDelta=0.3784910589456558

Fitness changed from 0.47644204646348953 to 0.09795098751783371

Iteration 6 complete. Error: 0.09795098751783371 Total: 112.3023; Orientation: 0.2957; Line Search: 76.3256

Iteration 7

Iteration 7

Adding measurement 2585d9b4 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.499e+03, gradient 3.446e-04, dot -0.332; [e4d79fca-06a4-424a-bb4e-1856f637e35a = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.09795098751783371, 2.307005897164345, 3.148429363965988, 3.1484309434890747

LBFGS Accumulation History: 3 points

Removed measurement 2585d9b4 to history. Total: 3

th(0)=0.09795098751783371;dx=-1.1840483193858834E-7

Armijo: th(1.3030021005312836E7)=0.2238895669579506; dx=2.3865976248327662E-8 evalInputDelta=-0.12593857944011688

New Minimum: 0.09795098751783371 > -0.09877557307481766

WOLF (strong): th(6515010.502656418)=-0.09877557307481766; dx=2.4428750567202563E-8 evalInputDelta=0.19672656059265137

New Minimum: -0.09877557307481766 > -0.12300945818424225

END: th(2171670.167552139)=-0.12300945818424225; dx=-5.4011315812315897E-8 evalInputDelta=0.22096044570207596

Fitness changed from 0.09795098751783371 to -0.12300945818424225

Iteration 7 complete. Error: -0.12300945818424225 Total: 178.3415; Orientation: 0.3009; Line Search: 142.2436

Iteration 8

Iteration 8

Adding measurement 13af8be4 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.944e+03, gradient 2.470e-04, dot -0.506; [e4d79fca-06a4-424a-bb4e-1856f637e35a = 1.000/1.000e+00]

Orientation rejected. Popping history element from -0.12300945818424225, 2.307005897164345, 3.148429363965988, 3.1484309434890747

LBFGS Accumulation History: 3 points

Removed measurement 13af8be4 to history. Total: 3

th(0)=-0.12300945818424225;dx=-6.07249408653407E-8

New Minimum: -0.12300945818424225 > -0.30276796221733093

END: th(4678721.544281682)=-0.30276796221733093; dx=-1.6994546394202975E-8 evalInputDelta=0.17975850403308868

Fitness changed from -0.12300945818424225 to -0.30276796221733093

Iteration 8 complete. Error: -0.30276796221733093 Total: 111.6944; Orientation: 0.2822; Line Search: 74.8871

Iteration 9

Iteration 9