Reset training subject: 609019291332 Reset training subject: 610668886744 Adding measurement 56cfcd0b to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=20.223439786583185;dx=-1.991396623807498E-5 New Minimum: 20.223439786583185 > 20.223360325209796 WOLFE (weak): th(2.154434690031884)=20.223360325209796; dx=-1.989061541432413E-5 evalInputDelta=7.946137338876724E-5 New Minimum: 20.223360325209796 > 20.22328031808138 WOLFE (weak): th(4.308869380063768)=20.22328031808138; dx=-1.989278466473831E-5 evalInputDelta=1.5946850180625916E-4 New Minimum: 20.22328031808138 > 20.22296141460538 WOLFE (weak): th(12.926608140191302)=20.22296141460538; dx=-1.992617075381047E-5 evalInputDelta=4.783719778060913E-4 New Minimum: 20.22296141460538 > 20.221520074643195 WOLFE (weak): th(51.70643256076521)=20.221520074643195; dx=-2.0188954129436216E-5 evalInputDelta=0.0019197119399905205 New Minimum: 20.221520074643195 > 20.213764642365277 WOLFE (weak): th(258.53216280382605)=20.213764642365277; dx=-2.0251543856554097E-5 evalInputDelta=0.009675144217908382 New Minimum: 20.213764642365277 > 20.16469438187778 WOLFE (weak): th(1551.1929768229563)=20.16469438187778; dx=-2.095462973410375E-5 evalInputDelta=0.058745404705405235 New Minimum: 20.16469438187778 > 19.822719076648355 WOLFE (weak): th(10858.350837760694)=19.822719076648355; dx=-1.8976872390225007E-5 evalInputDelta=0.40072070993483067 New Minimum: 19.822719076648355 > 18.477953877300024 END: th(86866.80670208555)=18.477953877300024; dx=-7.236080105292315E-6 evalInputDelta=1.7454859092831612 Fitness changed from 20.223439786583185 to 18.477953877300024 Iteration 1 complete. Error: 18.477953877300024 Total: 17.8398; Orientation: 0.0325; Line Search: 13.3062 Iteration 1 ![Iteration 1](etc/ec467ee3-c9bf-4de2-9f5a-e74bbd5f44dd.jpg) Adding measurement daad258 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=18.477953877300024;dx=-5.249348357469319E-5 New Minimum: 18.477953877300024 > 14.014207348227501 END: th(187148.86177126726)=14.014207348227501; dx=-1.0040000196578719E-5 evalInputDelta=4.463746529072523 Fitness changed from 18.477953877300024 to 14.014207348227501 Iteration 2 complete. Error: 14.014207348227501 Total: 4.2451; Orientation: 0.0055; Line Search: 2.8067 Iteration 2 ![Iteration 2](etc/edcb359f-bd39-4e75-91d2-0a54e82f4a9b.jpg) Adding measurement 26386613 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=14.014207348227501;dx=-1.7304183922133012E-5 New Minimum: 14.014207348227501 > 8.575340822339058 END: th(403200.00000000006)=8.575340822339058; dx=-4.073631348333007E-6 evalInputDelta=5.438866525888443 Fitness changed from 14.014207348227501 to 8.575340822339058 Iteration 3 complete. Error: 8.575340822339058 Total: 4.8970; Orientation: 0.0040; Line Search: 3.2625 Iteration 3 ![Iteration 3](etc/07ad926e-3685-43a4-8be2-2c180abeb460.jpg) Adding measurement 68146f2b to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.513e+03, gradient 2.888e-03, dot -0.401; [7154bd88-ccfb-4768-8f9d-c61ba2bc3a8c = 1.000/1.000e+00] Orientation rejected. Popping history element from 8.575340822339058, 14.014207348227501, 18.477953877300024, 20.223439786583185 LBFGS Accumulation History: 3 points Removed measurement 68146f2b to history. Total: 3 th(0)=8.575340822339058;dx=-8.224469367005533E-6 New Minimum: 8.575340822339058 > 4.136687785387039 END: th(868668.0670208557)=4.136687785387039; dx=-5.920204873650269E-7 evalInputDelta=4.438653036952019 Fitness changed from 8.575340822339058 to 4.136687785387039 Iteration 4 complete. Error: 4.136687785387039 Total: 4.4207; Orientation: 0.2148; Line Search: 2.8142 Iteration 4 ![Iteration 4](etc/a0d909d7-76b9-47bb-8627-3a9616f3892a.jpg) Adding measurement 17291be7 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.049e+03, gradient 2.077e-03, dot -0.186; [7154bd88-ccfb-4768-8f9d-c61ba2bc3a8c = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.136687785387039, 14.014207348227501, 18.477953877300024, 20.223439786583185 LBFGS Accumulation History: 3 points Removed measurement 17291be7 to history. Total: 3 th(0)=4.136687785387039;dx=-4.2663908687181694E-6 New Minimum: 4.136687785387039 > 3.7117637395858765 WOLF (strong): th(1871488.617712673)=3.7117637395858765; dx=3.584525591600867E-7 evalInputDelta=0.4249240458011627 New Minimum: 3.7117637395858765 > 3.197449415922165 WOLF (strong): th(935744.3088563365)=3.197449415922165; dx=3.847301396199887E-9 evalInputDelta=0.9392383694648743 New Minimum: 3.197449415922165 > 3.1436504423618317 END: th(311914.76961877884)=3.1436504423618317; dx=-2.698676312596438E-7 evalInputDelta=0.9930373430252075 Fitness changed from 4.136687785387039 to 3.1436504423618317 Iteration 5 complete. Error: 3.1436504423618317 Total: 7.2614; Orientation: 0.1284; Line Search: 5.5594 Iteration 5 ![Iteration 5](etc/e0adae7c-14cc-4a3e-a109-b8fe157866ab.jpg) Adding measurement edd1081 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.010e+03, gradient 1.834e-03, dot -0.200; [7154bd88-ccfb-4768-8f9d-c61ba2bc3a8c = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.1436504423618317, 14.014207348227501, 18.477953877300024, 20.223439786583185 LBFGS Accumulation History: 3 points Removed measurement edd1081 to history. Total: 3 th(0)=3.1436504423618317;dx=-3.339785060028879E-6 Armijo: th(672000.0000000002)=3.349676698446274; dx=4.148414834286308E-7 evalInputDelta=-0.20602625608444214 New Minimum: 3.1436504423618317 > 2.7730927765369415 WOLF (strong): th(336000.0000000001)=2.7730927765369415; dx=6.182193949727124E-7 evalInputDelta=0.37055766582489014 New Minimum: 2.7730927765369415 > 2.6699365079402924 END: th(112000.00000000004)=2.6699365079402924; dx=-1.1952857470990545E-6 evalInputDelta=0.4737139344215393 Fitness changed from 3.1436504423618317 to 2.6699365079402924 Iteration 6 complete. Error: 2.6699365079402924 Total: 7.6559; Orientation: 0.0984; Line Search: 6.2266 Adding measurement 210ce66c to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.221e+03, gradient 1.231e-03, dot -0.307; [7154bd88-ccfb-4768-8f9d-c61ba2bc3a8c = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.6699365079402924, 14.014207348227501, 18.477953877300024, 20.223439786583185 LBFGS Accumulation History: 3 points Removed measurement 210ce66c to history. Total: 3 th(0)=2.6699365079402924;dx=-1.4997974213288536E-6 New Minimum: 2.6699365079402924 > 2.2426808178424835 END: th(241296.68528357107)=2.2426808178424835; dx=-7.25176969507654E-7 evalInputDelta=0.42725569009780884 Fitness changed from 2.6699365079402924 to 2.2426808178424835 Iteration 7 complete. Error: 2.2426808178424835 Total: 4.0438; Orientation: 0.0882; Line Search: 2.7380 Adding measurement 3abc8459 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.104e+03, gradient 1.063e-03, dot -0.326; [7154bd88-ccfb-4768-8f9d-c61ba2bc3a8c = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.2426808178424835, 14.014207348227501, 18.477953877300024, 20.223439786583185 LBFGS Accumulation History: 3 points Removed measurement 3abc8459 to history. Total: 3 th(0)=2.2426808178424835;dx=-1.1085170350015947E-6 New Minimum: 2.2426808178424835 > 1.6141059398651123 END: th(519857.9493646315)=1.6141059398651123; dx=-4.969221928082152E-8 evalInputDelta=0.6285748779773712 Fitness changed from 2.2426808178424835 to 1.6141059398651123 Iteration 8 complete. Error: 1.6141059398651123 Total: 4.0889; Orientation: 0.0581; Line Search: 2.6513 Adding measurement 2adb4b9 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.138e+03, gradient 2.526e-03, dot -0.167; [7154bd88-ccfb-4768-8f9d-c61ba2bc3a8c = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.6141059398651123, 14.014207348227501, 18.477953877300024, 20.223439786583185 LBFGS Accumulation History: 3 points Removed measurement 2adb4b9 to history. Total: 3 th(0)=1.6141059398651123;dx=-6.357507772075558E-6 Armijo: th(1120000.0000000007)=3.0828761905431747; dx=6.071182466412211E-7 evalInputDelta=-1.4687702506780624 Armijo: th(560000.0000000003)=2.0938000082969666; dx=1.0649939680588897E-6 evalInputDelta=-0.47969406843185425 New Minimum: 1.6141059398651123 > 1.4409266710281372 WOLF (strong): th(186666.66666666677)=1.4409266710281372; dx=4.3103336355988003E-7 evalInputDelta=0.1731792688369751 END: th(46666.66666666669)=1.4736792743206024; dx=-6.540004279141552E-7 evalInputDelta=0.1404266655445099 Fitness changed from 1.6141059398651123 to 1.4409266710281372 Iteration 9 complete. Error: 1.4409266710281372 Total: 8.7358; Orientation: 0.0562; Line Search: 7.3737 Adding measurement 7d68a773 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.666e+02, gradient 1.163e-03, dot -0.264; [7154bd88-ccfb-4768-8f9d-c61ba2bc3a8c = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.4409266710281372, 14.014207348227501, 18.477953877300024, 20.223439786583185 LBFGS Accumulation History: 3 points Removed measurement 7d68a773 to history. Total: 3 th(0)=1.4409266710281372;dx=-1.3337058197406326E-6 New Minimum: 1.4409266710281372 > 1.2717187106609344 END: th(100540.2855348213)=1.2717187106609344; dx=-6.176397566747216E-7 evalInputDelta=0.16920796036720276 Fitness changed from 1.4409266710281372 to 1.2717187106609344 Iteration 10 complete. Error: 1.2717187106609344 Total: 4.1034; Orientation: 0.1328; Line Search: 2.5396 Iteration 10 ![Iteration 10](etc/f81e03c9-8b6a-4bf0-80d1-3444ce5db5fd.jpg) Final threshold in iteration 11: 1.2717187106609344 (> -Infinity) after 67.309s (< 1800.000s)