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
  10. Iteration 10
  11. Iteration 11
  12. Iteration 12
  13. Iteration 13
  14. Iteration 14
  15. Iteration 15
  16. Iteration 16
  17. Iteration 17
  18. Iteration 18
  19. Iteration 19

Reset training subject: 39978049594500

Reset training subject: 40048025224800

Iteration 1

Iteration 1

Adding measurement 2f609849 to history. Total: 0

LBFGS Accumulation History: 1 points

th(0)=1.4548703208565712;dx=-7.97751777483428E-6

New Minimum: 1.4548703208565712 > 1.4548609256744385

WOLFE (weak): th(2.154434690031884)=1.4548609256744385; dx=-7.806594394300475E-6 evalInputDelta=9.395182132720947E-6

New Minimum: 1.4548609256744385 > 1.454853218048811

WOLFE (weak): th(4.308869380063768)=1.454853218048811; dx=-7.806532358931395E-6 evalInputDelta=1.7102807760238647E-5

New Minimum: 1.454853218048811 > 1.4548199959099293

WOLFE (weak): th(12.926608140191302)=1.4548199959099293; dx=-7.806543741963982E-6 evalInputDelta=5.0324946641922E-5

New Minimum: 1.4548199959099293 > 1.4546685107052326

WOLFE (weak): th(51.70643256076521)=1.4546685107052326; dx=-7.806057563447757E-6 evalInputDelta=2.0181015133857727E-4

New Minimum: 1.4546685107052326 > 1.453861340880394

WOLFE (weak): th(258.53216280382605)=1.453861340880394; dx=-7.804453158502813E-6 evalInputDelta=0.0010089799761772156

New Minimum: 1.453861340880394 > 1.4488197527825832

WOLFE (weak): th(1551.1929768229563)=1.4488197527825832; dx=-7.795587981735548E-6 evalInputDelta=0.006050568073987961

New Minimum: 1.4488197527825832 > 1.4127159118652344

WOLFE (weak): th(10858.350837760694)=1.4127159118652344; dx=-7.723793297155343E-6 evalInputDelta=0.04215440899133682

New Minimum: 1.4127159118652344 > 1.1324525885283947

END: th(86866.80670208555)=1.1324525885283947; dx=-6.971887462169361E-6 evalInputDelta=0.3224177323281765

Fitness changed from 1.4548703208565712 to 1.1324525885283947

Iteration 1 complete. Error: 1.1324525885283947 Total: 841.4826; Orientation: 0.0468; Line Search: 632.7256

Iteration 2

Iteration 2

Adding measurement 585b951c to history. Total: 1

LBFGS Accumulation History: 2 points

th(0)=1.1324525885283947;dx=-6.520051119894651E-6

New Minimum: 1.1324525885283947 > 0.5923234596848488

END: th(187148.86177126726)=0.5923234596848488; dx=-4.9115702352697735E-6 evalInputDelta=0.5401291288435459

Fitness changed from 1.1324525885283947 to 0.5923234596848488

Iteration 2 complete. Error: 0.5923234596848488 Total: 211.7844; Orientation: 0.0460; Line Search: 140.1422

Iteration 3

Iteration 3

Adding measurement 60ac404b to history. Total: 2

LBFGS Accumulation History: 3 points

th(0)=0.5923234596848488;dx=-4.25709157903686E-6

New Minimum: 0.5923234596848488 > -0.06380657106637955

END: th(403200.00000000006)=-0.06380657106637955; dx=-2.1684586700847684E-6 evalInputDelta=0.6561300307512283

Fitness changed from 0.5923234596848488 to -0.06380657106637955

Iteration 3 complete. Error: -0.06380657106637955 Total: 215.1356; Orientation: 0.0456; Line Search: 142.2071

Iteration 4

Iteration 4

Adding measurement 3e55e78f to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.024e+03, gradient 1.386e-03, dot -0.783; [36121077-e5eb-4839-9f42-cde12a02b44d = 1.000/1.000e+00]

Orientation rejected. Popping history element from -0.06380657106637955, 0.5923234596848488, 1.1324525885283947, 1.4548703208565712

LBFGS Accumulation History: 3 points

Removed measurement 3e55e78f to history. Total: 3

th(0)=-0.06380657106637955;dx=-1.9200905840492514E-6

New Minimum: -0.06380657106637955 > -0.6209223791956902

END: th(868668.0670208557)=-0.6209223791956902; dx=-6.899004120403361E-7 evalInputDelta=0.5571158081293106

Fitness changed from -0.06380657106637955 to -0.6209223791956902

Iteration 4 complete. Error: -0.6209223791956902 Total: 209.2634; Orientation: 0.7317; Line Search: 137.8209

Iteration 5

Iteration 5

Adding measurement 34df2f21 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.348e+03, gradient 9.793e-04, dot -0.609; [36121077-e5eb-4839-9f42-cde12a02b44d = 1.000/1.000e+00]

Orientation rejected. Popping history element from -0.6209223791956902, 0.5923234596848488, 1.1324525885283947, 1.4548703208565712

LBFGS Accumulation History: 3 points

Removed measurement 34df2f21 to history. Total: 3

th(0)=-0.6209223791956902;dx=-9.591211571226722E-7

New Minimum: -0.6209223791956902 > -0.7046053409576416

WOLF (strong): th(1871488.617712673)=-0.7046053409576416; dx=3.9108763271211307E-7 evalInputDelta=0.08368296176195145

New Minimum: -0.7046053409576416 > -0.809390164911747

WOLF (strong): th(935744.3088563365)=-0.809390164911747; dx=6.387501443799497E-9 evalInputDelta=0.18846778571605682

END: th(311914.76961877884)=-0.7365277409553528; dx=-5.374573249100633E-7 evalInputDelta=0.11560536175966263

Fitness changed from -0.6209223791956902 to -0.809390164911747

Iteration 5 complete. Error: -0.809390164911747 Total: 348.7288; Orientation: 0.7392; Line Search: 277.0826

Iteration 6

Iteration 6

Adding measurement 182ed172 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 6.226e+02, gradient 1.321e-03, dot -0.578; [36121077-e5eb-4839-9f42-cde12a02b44d = 1.000/1.000e+00]

Orientation rejected. Popping history element from -0.809390164911747, 0.5923234596848488, 1.1324525885283947, 1.4548703208565712

LBFGS Accumulation History: 3 points

Removed measurement 182ed172 to history. Total: 3

th(0)=-0.809390164911747;dx=-1.7454323753431354E-6

New Minimum: -0.809390164911747 > -0.89180838316679

WOLF (strong): th(672000.0000000002)=-0.89180838316679; dx=8.31053351952778E-7 evalInputDelta=0.08241821825504303

New Minimum: -0.89180838316679 > -0.9596825987100601

END: th(336000.0000000001)=-0.9596825987100601; dx=-1.3558550522010526E-7 evalInputDelta=0.15029243379831314

Fitness changed from -0.809390164911747 to -0.9596825987100601

Iteration 6 complete. Error: -0.9596825987100601 Total: 269.1044; Orientation: 0.7127; Line Search: 196.2865

Iteration 7

Iteration 7

Adding measurement 71cdcacd to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.314e+03, gradient 6.788e-04, dot -0.662; [36121077-e5eb-4839-9f42-cde12a02b44d = 1.000/1.000e+00]

Orientation rejected. Popping history element from -0.9596825987100601, 0.5923234596848488, 1.1324525885283947, 1.4548703208565712

LBFGS Accumulation History: 3 points

Removed measurement 71cdcacd to history. Total: 3

th(0)=-0.9596825987100601;dx=-4.607453318787933E-7

New Minimum: -0.9596825987100601 > -1.0691162049770355

END: th(723890.0558507132)=-1.0691162049770355; dx=-1.593451699971455E-7 evalInputDelta=0.1094336062669754

Fitness changed from -0.9596825987100601 to -1.0691162049770355

Iteration 7 complete. Error: -1.0691162049770355 Total: 208.0884; Orientation: 0.7817; Line Search: 139.4949

Iteration 8

Iteration 8

Adding measurement 4eb45368 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 8.985e+02, gradient 6.965e-04, dot -0.574; [36121077-e5eb-4839-9f42-cde12a02b44d = 1.000/1.000e+00]

Orientation rejected. Popping history element from -1.0691162049770355, 0.5923234596848488, 1.1324525885283947, 1.4548703208565712

LBFGS Accumulation History: 3 points

Removed measurement 4eb45368 to history. Total: 3

th(0)=-1.0691162049770355;dx=-4.851656148782967E-7

Armijo: th(1559573.8480938943)=-1.017647199332714; dx=4.4787683719104704E-7 evalInputDelta=-0.05146900564432144

New Minimum: -1.0691162049770355 > -1.1364094242453575

WOLF (strong): th(779786.9240469472)=-1.1364094242453575; dx=1.1217602019076461E-7 evalInputDelta=0.06729321926832199

END: th(259928.97468231572)=-1.1182176358997822; dx=-2.7020473820386517E-7 evalInputDelta=0.04910143092274666

Fitness changed from -1.0691162049770355 to -1.1364094242453575

Iteration 8 complete. Error: -1.1364094242453575 Total: 345.0299; Orientation: 0.7050; Line Search: 275.5271

Iteration 9

Iteration 9

Adding measurement 80c9e46 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.304e+03, gradient 9.481e-04, dot -0.454; [36121077-e5eb-4839-9f42-cde12a02b44d = 1.000/1.000e+00]

Orientation rejected. Popping history element from -1.1364094242453575, 0.5923234596848488, 1.1324525885283947, 1.4548703208565712

LBFGS Accumulation History: 3 points

Removed measurement 80c9e46 to history. Total: 3

th(0)=-1.1364094242453575;dx=-8.988173291291185E-7

New Minimum: -1.1364094242453575 > -1.1987282522022724

WOLF (strong): th(560000.0000000002)=-1.1987282522022724; dx=3.2685897278132075E-7 evalInputDelta=0.0623188279569149

New Minimum: -1.1987282522022724 > -1.2109322436153889

END: th(280000.0000000001)=-1.2109322436153889; dx=-1.9043021324959972E-7 evalInputDelta=0.07452281937003136

Fitness changed from -1.1364094242453575 to -1.2109322436153889

Iteration 9 complete. Error: -1.2109322436153889 Total: 275.8047; Orientation: 0.7165; Line Search: 209.2077

Iteration 10

Iteration 10

Adding measurement 65ec692b to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.145e+03, gradient 4.670e-04, dot -0.709; [36121077-e5eb-4839-9f42-cde12a02b44d = 1.000/1.000e+00]

Orientation rejected. Popping history element from -1.2109322436153889, 0.5923234596848488, 1.1324525885283947, 1.4548703208565712

LBFGS Accumulation History: 3 points

Removed measurement 65ec692b to history. Total: 3

th(0)=-1.2109322436153889;dx=-2.1812752218778193E-7

New Minimum: -1.2109322436153889 > -1.2706559896469116

END: th(603241.7132089278)=-1.2706559896469116; dx=-1.7804420117700979E-7 evalInputDelta=0.05972374603152275

Fitness changed from -1.2109322436153889 to -1.2706559896469116

Iteration 10 complete. Error: -1.2706559896469116 Total: 212.2482; Orientation: 0.7120; Line Search: 140.5326

Iteration 11

Iteration 11

Adding measurement 476050d6 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.104e+03, gradient 4.330e-04, dot -0.706; [36121077-e5eb-4839-9f42-cde12a02b44d = 1.000/1.000e+00]

Orientation rejected. Popping history element from -1.2706559896469116, 0.5923234596848488, 1.1324525885283947, 1.4548703208565712

LBFGS Accumulation History: 3 points

Removed measurement 476050d6 to history. Total: 3

th(0)=-1.2706559896469116;dx=-1.87513382999755E-7

New Minimum: -1.2706559896469116 > -1.3713485896587372

END: th(1299644.8734115788)=-1.3713485896587372; dx=-1.2666458073218744E-7 evalInputDelta=0.10069260001182556

Fitness changed from -1.2706559896469116 to -1.3713485896587372

Iteration 11 complete. Error: -1.3713485896587372 Total: 208.8892; Orientation: 0.7127; Line Search: 136.8959

Iteration 12

Iteration 12

Adding measurement 3473d11d to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.073e+03, gradient 4.595e-04, dot -0.602; [36121077-e5eb-4839-9f42-cde12a02b44d = 1.000/1.000e+00]

Orientation rejected. Popping history element from -1.3713485896587372, 0.5923234596848488, 1.1324525885283947, 1.4548703208565712

LBFGS Accumulation History: 3 points

Removed measurement 3473d11d to history. Total: 3

th(0)=-1.3713485896587372;dx=-2.111070159970777E-7

Armijo: th(2800000.000000002)=-1.2294996306300163; dx=3.573170301201783E-7 evalInputDelta=-0.14184895902872086

New Minimum: -1.3713485896587372 > -1.403901606798172

WOLF (strong): th(1400000.000000001)=-1.403901606798172; dx=1.1615872442075301E-7 evalInputDelta=0.032553017139434814

New Minimum: -1.403901606798172 > -1.4083738178014755

END: th(466666.666666667)=-1.4083738178014755; dx=-1.0184247040671894E-7 evalInputDelta=0.03702522814273834

Fitness changed from -1.3713485896587372 to -1.4083738178014755

Iteration 12 complete. Error: -1.4083738178014755 Total: 354.5359; Orientation: 0.7163; Line Search: 284.2232

Iteration 13

Iteration 13

Adding measurement 697f2eea to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.120e+03, gradient 3.851e-04, dot -0.677; [36121077-e5eb-4839-9f42-cde12a02b44d = 1.000/1.000e+00]

Orientation rejected. Popping history element from -1.4083738178014755, 0.5923234596848488, 1.1324525885283947, 1.4548703208565712

LBFGS Accumulation History: 3 points

Removed measurement 697f2eea to history. Total: 3

th(0)=-1.4083738178014755;dx=-1.483366711840562E-7

New Minimum: -1.4083738178014755 > -1.4637883864343166

END: th(1005402.8553482131)=-1.4637883864343166; dx=-7.699260802421135E-8 evalInputDelta=0.05541456863284111

Fitness changed from -1.4083738178014755 to -1.4637883864343166

Iteration 13 complete. Error: -1.4637883864343166 Total: 208.0461; Orientation: 0.7117; Line Search: 137.6828

Iteration 14

Iteration 14

Adding measurement 57b0a716 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.053e+03, gradient 4.574e-04, dot -0.557; [36121077-e5eb-4839-9f42-cde12a02b44d = 1.000/1.000e+00]

Orientation rejected. Popping history element from -1.4637883864343166, 0.5923234596848488, 1.1324525885283947, 1.4548703208565712

LBFGS Accumulation History: 3 points

Removed measurement 57b0a716 to history. Total: 3

th(0)=-1.4637883864343166;dx=-2.0918654594962113E-7

Armijo: th(2166074.7890192983)=-1.3270185478031635; dx=4.0831203127816937E-7 evalInputDelta=-0.1367698386311531

New Minimum: -1.4637883864343166 > -1.4816661439836025

WOLF (strong): th(1083037.3945096491)=-1.4816661439836025; dx=1.4025410959229052E-7 evalInputDelta=0.01787775754928589

New Minimum: -1.4816661439836025 > -1.4912705272436142

END: th(361012.4648365497)=-1.4912705272436142; dx=-9.240588490605647E-8 evalInputDelta=0.02748214080929756

Fitness changed from -1.4637883864343166 to -1.4912705272436142

Iteration 14 complete. Error: -1.4912705272436142 Total: 348.0441; Orientation: 0.7186; Line Search: 277.3523

Iteration 15

Iteration 15

Adding measurement 2f82c02c to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.149e+03, gradient 3.342e-04, dot -0.711; [36121077-e5eb-4839-9f42-cde12a02b44d = 1.000/1.000e+00]

Orientation rejected. Popping history element from -1.4912705272436142, 0.5923234596848488, 1.1324525885283947, 1.4548703208565712

LBFGS Accumulation History: 3 points

Removed measurement 2f82c02c to history. Total: 3

th(0)=-1.4912705272436142;dx=-1.1171034139963462E-7

New Minimum: -1.4912705272436142 > -1.5309906378388405

END: th(777777.7777777783)=-1.5309906378388405; dx=-9.311979460783661E-8 evalInputDelta=0.03972011059522629

Fitness changed from -1.4912705272436142 to -1.5309906378388405

Iteration 15 complete. Error: -1.5309906378388405 Total: 207.4727; Orientation: 0.7062; Line Search: 140.1624

Iteration 16

Iteration 16

Adding measurement 1543ffc2 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.108e+03, gradient 3.316e-04, dot -0.683; [36121077-e5eb-4839-9f42-cde12a02b44d = 1.000/1.000e+00]

Orientation rejected. Popping history element from -1.5309906378388405, 0.5923234596848488, 1.1324525885283947, 1.4548703208565712

LBFGS Accumulation History: 3 points

Removed measurement 1543ffc2 to history. Total: 3

th(0)=-1.5309906378388405;dx=-1.0994965111666429E-7

New Minimum: -1.5309906378388405 > -1.5889278054237366

END: th(1675671.4255803553)=-1.5889278054237366; dx=-3.3093460582169694E-8 evalInputDelta=0.05793716758489609

Fitness changed from -1.5309906378388405 to -1.5889278054237366

Iteration 16 complete. Error: -1.5889278054237366 Total: 209.0548; Orientation: 0.8497; Line Search: 136.6044

Iteration 17

Iteration 17

Adding measurement 76b9ee67 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.264e+03, gradient 5.769e-04, dot -0.420; [36121077-e5eb-4839-9f42-cde12a02b44d = 1.000/1.000e+00]

Orientation rejected. Popping history element from -1.5889278054237366, 0.5923234596848488, 1.1324525885283947, 1.4548703208565712

LBFGS Accumulation History: 3 points

Removed measurement 76b9ee67 to history. Total: 3

th(0)=-1.5889278054237366;dx=-3.3279512291661644E-7

Armijo: th(3610124.6483654976)=-1.006656225770712; dx=4.6239333884112435E-7 evalInputDelta=-0.5822715796530247

Armijo: th(1805062.3241827488)=-1.4183675944805145; dx=4.3218139115566646E-7 evalInputDelta=-0.17056021094322205

New Minimum: -1.5889278054237366 > -1.6147048808634281

WOLF (strong): th(601687.4413942496)=-1.6147048808634281; dx=1.2493800267316272E-7 evalInputDelta=0.025777075439691544

END: th(150421.8603485624)=-1.6088712327182293; dx=-1.991215044816088E-7 evalInputDelta=0.01994342729449272

Fitness changed from -1.5889278054237366 to -1.6147048808634281

Iteration 17 complete. Error: -1.6147048808634281 Total: 420.7283; Orientation: 0.7205; Line Search: 349.6894

Iteration 18

Iteration 18

Adding measurement 35b3f219 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.009e+03, gradient 5.163e-04, dot -0.434; [36121077-e5eb-4839-9f42-cde12a02b44d = 1.000/1.000e+00]

Orientation rejected. Popping history element from -1.6147048808634281, 0.5923234596848488, 1.1324525885283947, 1.4548703208565712

LBFGS Accumulation History: 3 points

Removed measurement 35b3f219 to history. Total: 3

th(0)=-1.6147048808634281;dx=-2.665782344520914E-7

New Minimum: -1.6147048808634281 > -1.643353320658207

END: th(324074.07407407433)=-1.643353320658207; dx=-8.594474542223986E-8 evalInputDelta=0.028648439794778824

Fitness changed from -1.6147048808634281 to -1.643353320658207

Iteration 18 complete. Error: -1.643353320658207 Total: 208.4291; Orientation: 0.7219; Line Search: 137.3601

Iteration 19

Iteration 19

Adding measurement 6f9baac4 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.183e+03, gradient 2.834e-04, dot -0.699; [36121077-e5eb-4839-9f42-cde12a02b44d = 1.000/1.000e+00]

Orientation rejected. Popping history element from -1.643353320658207, 0.5923234596848488, 1.1324525885283947, 1.4548703208565712

LBFGS Accumulation History: 3 points

Removed measurement 6f9baac4 to history. Total: 3

th(0)=-1.643353320658207;dx=-8.03195353349905E-8

New Minimum: -1.643353320658207 > -1.669263619929552

END: th(698196.4273251481)=-1.669263619929552; dx=-6.813832430783028E-8 evalInputDelta=0.02591029927134514

Fitness changed from -1.643353320658207 to -1.669263619929552

Iteration 19 complete. Error: -1.669263619929552 Total: 208.5339; Orientation: 0.7063; Line Search: 137.3506

Final threshold in iteration 19: -1.669263619929552 (> -Infinity) after 5510.404s (< 5400.000s)