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

Reset training subject: 278931159526999

Reset training subject: 279057506190800

Iteration 1

Iteration 1

Adding measurement 22546fe8 to history. Total: 0

LBFGS Accumulation History: 1 points

th(0)=6.3267689612176685;dx=-8.562085067516539E-4

New Minimum: 6.3267689612176685 > 6.3263418359888925

WOLFE (weak): th(2.154434690031884)=6.3263418359888925; dx=-8.555257811192983E-4 evalInputDelta=4.271252287759708E-4

New Minimum: 6.3263418359888925 > 6.32591633995374

WOLFE (weak): th(4.308869380063768)=6.32591633995374; dx=-8.57178820475606E-4 evalInputDelta=8.52621263928377E-4

New Minimum: 6.32591633995374 > 6.324210856109858

WOLFE (weak): th(12.926608140191302)=6.324210856109858; dx=-8.561712818337007E-4 evalInputDelta=0.0025581051078109596

New Minimum: 6.324210856109858 > 6.316543224785063

WOLFE (weak): th(51.70643256076521)=6.316543224785063; dx=-8.573054917014188E-4 evalInputDelta=0.010225736432605714

New Minimum: 6.316543224785063 > 6.275758595930205

WOLFE (weak): th(258.53216280382605)=6.275758595930205; dx=-8.524652761201337E-4 evalInputDelta=0.051010365287463166

New Minimum: 6.275758595930205 > 6.0279710454245405

WOLFE (weak): th(1551.1929768229563)=6.0279710454245405; dx=-8.132961307890143E-4 evalInputDelta=0.298797915793128

New Minimum: 6.0279710454245405 > 4.755501893659432

END: th(10858.350837760694)=4.755501893659432; dx=-4.2297232373703477E-4 evalInputDelta=1.571267067558236

Fitness changed from 6.3267689612176685 to 4.755501893659432

Iteration 1 complete. Error: 4.755501893659432 Total: 1300.9722; Orientation: 0.0673; Line Search: 941.3978

Iteration 2

Iteration 2

Adding measurement 3ce2b03f to history. Total: 1

LBFGS Accumulation History: 2 points

th(0)=4.755501893659432;dx=-4.4609834174997004E-4

New Minimum: 4.755501893659432 > 3.1133153322670193

END: th(23393.607721408407)=3.1133153322670193; dx=-2.0785084046907174E-4 evalInputDelta=1.6421865613924131

Fitness changed from 4.755501893659432 to 3.1133153322670193

Iteration 2 complete. Error: 3.1133153322670193 Total: 349.5028; Orientation: 0.0475; Line Search: 232.3427

Iteration 3

Iteration 3

Adding measurement 462fb919 to history. Total: 2

LBFGS Accumulation History: 3 points

th(0)=3.1133153322670193;dx=-2.317376938370517E-4

New Minimum: 3.1133153322670193 > 1.428230305512746

END: th(50400.00000000001)=1.428230305512746; dx=-9.245356749930169E-5 evalInputDelta=1.6850850267542732

Fitness changed from 3.1133153322670193 to 1.428230305512746

Iteration 3 complete. Error: 1.428230305512746 Total: 351.3460; Orientation: 0.0479; Line Search: 234.1772

Iteration 4

Iteration 4

Adding measurement eb6b776 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.264e+03, gradient 1.125e-02, dot -0.647; [0ad95157-41f3-4a06-92ed-25dbe103ff8c = 1.000/1.000e+00]

Orientation rejected. Popping history element from 1.428230305512746, 3.1133153322670193, 4.755501893659432, 6.3267689612176685

LBFGS Accumulation History: 3 points

Removed measurement eb6b776 to history. Total: 3

th(0)=1.428230305512746;dx=-1.2153307332215633E-4

New Minimum: 1.428230305512746 > 0.4075588012735049

END: th(108583.50837760697)=0.4075588012735049; dx=-2.4566354124301092E-5 evalInputDelta=1.0206715042392411

Fitness changed from 1.428230305512746 to 0.4075588012735049

Iteration 4 complete. Error: 0.4075588012735049 Total: 355.3833; Orientation: 0.5114; Line Search: 236.4276

Iteration 5

Iteration 5

Adding measurement 187e162b to history. Total: 3

Rejected: LBFGS Orientation magnitude: 7.160e+02, gradient 1.199e-02, dot -0.391; [0ad95157-41f3-4a06-92ed-25dbe103ff8c = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.4075588012735049, 3.1133153322670193, 4.755501893659432, 6.3267689612176685

LBFGS Accumulation History: 3 points

Removed measurement 187e162b to history. Total: 3

th(0)=0.4075588012735049;dx=-1.3540348135732363E-4

Armijo: th(233936.07721408413)=0.9691112356053458; dx=2.112413266185313E-5 evalInputDelta=-0.561552434331841

New Minimum: 0.4075588012735049 > 0.3736125487420294

WOLF (strong): th(116968.03860704206)=0.3736125487420294; dx=9.354174905040716E-6 evalInputDelta=0.033946252531475485

New Minimum: 0.3736125487420294 > 0.10591017537646824

END: th(38989.346202347355)=0.10591017537646824; dx=-1.1750108374203223E-6 evalInputDelta=0.30164862589703667

Fitness changed from 0.4075588012735049 to 0.10591017537646824

Iteration 5 complete. Error: 0.10591017537646824 Total: 583.8657; Orientation: 0.4798; Line Search: 467.3218

Iteration 6

Iteration 6

Adding measurement 14487ade to history. Total: 3

Rejected: LBFGS Orientation magnitude: 9.100e+02, gradient 8.284e-03, dot -0.449; [0ad95157-41f3-4a06-92ed-25dbe103ff8c = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.10591017537646824, 3.1133153322670193, 4.755501893659432, 6.3267689612176685

LBFGS Accumulation History: 3 points

Removed measurement 14487ade to history. Total: 3

th(0)=0.10591017537646824;dx=-6.526966455794114E-5

New Minimum: 0.10591017537646824 > -0.17367366701364517

WOLF (strong): th(84000.00000000003)=-0.17367366701364517; dx=3.98323108495606E-6 evalInputDelta=0.2795838423901134

New Minimum: -0.17367366701364517 > -0.19920704265435538

END: th(42000.000000000015)=-0.19920704265435538; dx=-1.6295767295408907E-5 evalInputDelta=0.3051172180308236

Fitness changed from 0.10591017537646824 to -0.19920704265435538

Iteration 6 complete. Error: -0.19920704265435538 Total: 466.6624; Orientation: 0.4768; Line Search: 348.1771

Iteration 7

Iteration 7

Adding measurement 6453573a to history. Total: 3

Rejected: LBFGS Orientation magnitude: 7.931e+02, gradient 6.161e-03, dot -0.505; [0ad95157-41f3-4a06-92ed-25dbe103ff8c = 1.000/1.000e+00]

Orientation rejected. Popping history element from -0.19920704265435538, 3.1133153322670193, 4.755501893659432, 6.3267689612176685

LBFGS Accumulation History: 3 points

Removed measurement 6453573a to history. Total: 3

th(0)=-0.19920704265435538;dx=-3.602265677617362E-5

New Minimum: -0.19920704265435538 > -0.3883422331677543

END: th(90486.25698133915)=-0.3883422331677543; dx=-5.944971369910031E-6 evalInputDelta=0.18913519051339892

Fitness changed from -0.19920704265435538 to -0.3883422331677543

Iteration 7 complete. Error: -0.3883422331677543 Total: 348.4206; Orientation: 0.4785; Line Search: 230.6381

Final threshold in iteration 7: -0.3883422331677543 (> -Infinity) after 3756.173s (< 3600.000s)