Reset training subject: 951880983294600 Reset training subject: 951929434366400 Adding measurement 652af187 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=4.978843554854393;dx=-5.23246812533169E-4 New Minimum: 4.978843554854393 > 4.978191085159779 WOLFE (weak): th(2.154434690031884)=4.978191085159779; dx=-5.224569628649777E-4 evalInputDelta=6.524696946144104E-4 New Minimum: 4.978191085159779 > 4.977540038526058 WOLFE (weak): th(4.308869380063768)=4.977540038526058; dx=-5.1976105566554E-4 evalInputDelta=0.0013035163283348083 New Minimum: 4.977540038526058 > 4.974967814981937 WOLFE (weak): th(12.926608140191302)=4.974967814981937; dx=-5.127869919174235E-4 evalInputDelta=0.003875739872455597 New Minimum: 4.974967814981937 > 4.963103346526623 WOLFE (weak): th(51.70643256076521)=4.963103346526623; dx=-5.012527503757878E-4 evalInputDelta=0.015740208327770233 New Minimum: 4.963103346526623 > 4.903527051210403 END: th(258.53216280382605)=4.903527051210403; dx=-4.686759495783387E-4 evalInputDelta=0.07531650364398956 Fitness changed from 4.978843554854393 to 4.903527051210403 Iteration 1 complete. Error: 4.903527051210403 Total: 433.7483; Orientation: 0.0649; Line Search: 289.5712 Iteration 1 ![Iteration 1](etc/5077d0a0-690d-48cd-81e2-abe0c7b5cbdc.jpg) Adding measurement 1b96af82 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=4.903527051210403;dx=-4.468955869261969E-4 New Minimum: 4.903527051210403 > 4.76745043694973 END: th(556.9906600335335)=4.76745043694973; dx=-3.8638505224205947E-4 evalInputDelta=0.13607661426067352 Fitness changed from 4.903527051210403 to 4.76745043694973 Iteration 2 complete. Error: 4.76745043694973 Total: 144.4298; Orientation: 0.0618; Line Search: 96.1653 Iteration 2 ![Iteration 2](etc/e214b185-cbbc-4b78-92b1-64efa5b64577.jpg) Adding measurement 6dee22dd to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=4.76745043694973;dx=-3.81815559260588E-4 New Minimum: 4.76745043694973 > 4.560913875699043 END: th(1200.0)=4.560913875699043; dx=-2.3201027993896412E-4 evalInputDelta=0.20653656125068665 Fitness changed from 4.76745043694973 to 4.560913875699043 Iteration 3 complete. Error: 4.560913875699043 Total: 143.5425; Orientation: 0.0666; Line Search: 95.6037 Iteration 3 ![Iteration 3](etc/8d5d6f6b-fdf7-47d7-acd9-80ec1c295552.jpg) Adding measurement 10ddf119 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.534e+01, gradient 1.462e-02, dot -0.976; [76ea1118-34df-4890-9d12-2da0a4fe7ad7 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.978843554854393, 4.903527051210403, 4.76745043694973, 4.560913875699043 LBFGS Accumulation History: 3 points Removed measurement 652af187 to history. Total: 4 th(0)=4.560913875699043;dx=-2.1375681519092822E-4 New Minimum: 4.560913875699043 > 4.278660878539085 END: th(2585.3216280382608)=4.278660878539085; dx=-1.4886337624515184E-4 evalInputDelta=0.2822529971599579 Fitness changed from 4.560913875699043 to 4.278660878539085 Iteration 4 complete. Error: 4.278660878539085 Total: 147.1005; Orientation: 1.8721; Line Search: 97.1199 Iteration 4 ![Iteration 4](etc/226d8cfd-10f7-416c-939f-5278cc0909e7.jpg) Adding measurement 11dc4540 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.944e+02, gradient 1.406e-02, dot -0.869; [76ea1118-34df-4890-9d12-2da0a4fe7ad7 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.903527051210403, 4.76745043694973, 4.560913875699043, 4.278660878539085 LBFGS Accumulation History: 3 points Removed measurement 1b96af82 to history. Total: 4 th(0)=4.278660878539085;dx=-1.9762048397416467E-4 New Minimum: 4.278660878539085 > 3.9021017998456955 END: th(5569.9066003353355)=3.9021017998456955; dx=-6.306824901640396E-5 evalInputDelta=0.3765590786933899 Fitness changed from 4.278660878539085 to 3.9021017998456955 Iteration 5 complete. Error: 3.9021017998456955 Total: 146.8352; Orientation: 1.9011; Line Search: 96.5633 Iteration 5 ![Iteration 5](etc/a807e6d6-fb7b-487a-b36b-8764c98385c9.jpg) Adding measurement 4be66e1a to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.025e+02, gradient 9.235e-03, dot -0.890; [76ea1118-34df-4890-9d12-2da0a4fe7ad7 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.76745043694973, 4.560913875699043, 4.278660878539085, 3.9021017998456955 LBFGS Accumulation History: 3 points Removed measurement 6dee22dd to history. Total: 4 th(0)=3.9021017998456955;dx=-8.528764429244462E-5 New Minimum: 3.9021017998456955 > 3.483529895544052 END: th(12000.000000000002)=3.483529895544052; dx=-2.5695236146550526E-5 evalInputDelta=0.41857190430164337 Fitness changed from 3.9021017998456955 to 3.483529895544052 Iteration 6 complete. Error: 3.483529895544052 Total: 147.2744; Orientation: 1.8457; Line Search: 96.9699 Adding measurement d5085f1 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.705e+02, gradient 9.471e-03, dot -0.685; [76ea1118-34df-4890-9d12-2da0a4fe7ad7 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.560913875699043, 4.278660878539085, 3.9021017998456955, 3.483529895544052 LBFGS Accumulation History: 3 points Removed measurement 10ddf119 to history. Total: 4 th(0)=3.483529895544052;dx=-8.970010269218466E-5 New Minimum: 3.483529895544052 > 3.3315518498420715 WOLF (strong): th(25853.21628038261)=3.3315518498420715; dx=1.0134845217364246E-5 evalInputDelta=0.1519780457019806 New Minimum: 3.3315518498420715 > 3.257017731666565 WOLF (strong): th(12926.608140191305)=3.257017731666565; dx=9.69476752700314E-7 evalInputDelta=0.22651216387748718 END: th(4308.869380063768)=3.3305214568972588; dx=-2.9221343348528662E-5 evalInputDelta=0.15300843864679337 Fitness changed from 3.483529895544052 to 3.257017731666565 Iteration 7 complete. Error: 3.257017731666565 Total: 243.6350; Orientation: 1.8804; Line Search: 193.4076 Adding measurement 335c3a74 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.108e+02, gradient 9.892e-03, dot -0.644; [76ea1118-34df-4890-9d12-2da0a4fe7ad7 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.278660878539085, 3.9021017998456955, 3.483529895544052, 3.257017731666565 LBFGS Accumulation History: 3 points Removed measurement 11dc4540 to history. Total: 4 th(0)=3.257017731666565;dx=-9.78593246961431E-5 New Minimum: 3.257017731666565 > 3.1723809242248535 WOLF (strong): th(9283.17766722556)=3.1723809242248535; dx=3.000566632362006E-5 evalInputDelta=0.08463680744171143 New Minimum: 3.1723809242248535 > 3.0945203974843025 END: th(4641.58883361278)=3.0945203974843025; dx=-9.185279236720327E-6 evalInputDelta=0.16249733418226242 Fitness changed from 3.257017731666565 to 3.0945203974843025 Iteration 8 complete. Error: 3.0945203974843025 Total: 194.5866; Orientation: 1.8895; Line Search: 144.7509 Adding measurement 254fd227 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.277e+01, gradient 7.012e-03, dot -0.666; [76ea1118-34df-4890-9d12-2da0a4fe7ad7 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.9021017998456955, 3.483529895544052, 3.257017731666565, 3.0945203974843025 LBFGS Accumulation History: 3 points Removed measurement 4be66e1a to history. Total: 4 th(0)=3.0945203974843025;dx=-4.916967481245273E-5 New Minimum: 3.0945203974843025 > 3.063801795244217 WOLF (strong): th(10000.000000000004)=3.063801795244217; dx=1.4847507519102643E-5 evalInputDelta=0.030718602240085602 New Minimum: 3.063801795244217 > 3.0234205052256584 END: th(5000.000000000002)=3.0234205052256584; dx=-3.084402899819889E-6 evalInputDelta=0.0710998922586441 Fitness changed from 3.0945203974843025 to 3.0234205052256584 Iteration 9 complete. Error: 3.0234205052256584 Total: 194.5903; Orientation: 1.9195; Line Search: 144.6326 Adding measurement 64ab49f4 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.505e+01, gradient 6.628e-03, dot -0.628; [76ea1118-34df-4890-9d12-2da0a4fe7ad7 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.483529895544052, 3.257017731666565, 3.0945203974843025, 3.0234205052256584 LBFGS Accumulation History: 3 points Removed measurement d5085f1 to history. Total: 4 th(0)=3.0234205052256584;dx=-4.3933756768486426E-5 New Minimum: 3.0234205052256584 > 3.012283533811569 WOLF (strong): th(10772.173450159424)=3.012283533811569; dx=2.058123190392515E-5 evalInputDelta=0.011136971414089203 New Minimum: 3.012283533811569 > 2.950475297868252 WOLF (strong): th(5386.086725079712)=2.950475297868252; dx=7.791314289309258E-7 evalInputDelta=0.07294520735740662 END: th(1795.3622416932374)=2.978096403181553; dx=-2.5236948524231663E-5 evalInputDelta=0.04532410204410553 Fitness changed from 3.0234205052256584 to 2.950475297868252 Iteration 10 complete. Error: 2.950475297868252 Total: 242.5471; Orientation: 1.8916; Line Search: 192.6219 Iteration 10 ![Iteration 10](etc/a43caffe-153c-4579-977d-d3c41f482bda.jpg) Final threshold in iteration 10: 2.950475297868252 (> -Infinity) after 2038.335s (< 1800.000s)