Reset training subject: 2297894313903 Reset training subject: 2307959724425 Adding measurement 7baaea34 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=7.414477236568928;dx=-1.325438506351497E-7 New Minimum: 7.414477236568928 > 7.4144762977957726 WOLFE (weak): th(2.154434690031884)=7.4144762977957726; dx=-1.3450480519021084E-7 evalInputDelta=9.387731552124023E-7 New Minimum: 7.4144762977957726 > 7.41447501629591 WOLFE (weak): th(4.308869380063768)=7.41447501629591; dx=-1.339210826783576E-7 evalInputDelta=2.2202730178833008E-6 New Minimum: 7.41447501629591 > 7.414470043033361 WOLFE (weak): th(12.926608140191302)=7.414470043033361; dx=-1.325945482560959E-7 evalInputDelta=7.193535566329956E-6 New Minimum: 7.414470043033361 > 7.414449617266655 WOLFE (weak): th(51.70643256076521)=7.414449617266655; dx=-1.3498892515664248E-7 evalInputDelta=2.761930227279663E-5 New Minimum: 7.414449617266655 > 7.414338760077953 WOLFE (weak): th(258.53216280382605)=7.414338760077953; dx=-1.291351665119287E-7 evalInputDelta=1.3847649097442627E-4 New Minimum: 7.414338760077953 > 7.4136481285095215 WOLFE (weak): th(1551.1929768229563)=7.4136481285095215; dx=-1.276889045843825E-7 evalInputDelta=8.291080594062805E-4 New Minimum: 7.4136481285095215 > 7.408672086894512 WOLFE (weak): th(10858.350837760694)=7.408672086894512; dx=-1.3402757295912944E-7 evalInputDelta=0.005805149674415588 New Minimum: 7.408672086894512 > 7.367860928177834 WOLFE (weak): th(86866.80670208555)=7.367860928177834; dx=-1.3587743260966258E-7 evalInputDelta=0.04661630839109421 New Minimum: 7.367860928177834 > 6.996551595628262 WOLFE (weak): th(781801.26031877)=6.996551595628262; dx=-1.2888080619717456E-7 evalInputDelta=0.4179256409406662 New Minimum: 6.996551595628262 > 5.267083764076233 END: th(7818012.6031877)=5.267083764076233; dx=-3.672455757504532E-8 evalInputDelta=2.147393472492695 Fitness changed from 7.414477236568928 to 5.267083764076233 Iteration 1 complete. Error: 5.267083764076233 Total: 134.0042; Orientation: 0.0074; Line Search: 104.8241 Iteration 1 ![Iteration 1](etc/da6c04bc-fdb5-463c-9ba9-23390dc902ff.jpg) Adding measurement 401d801 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=5.267083764076233;dx=-9.271186940707653E-8 New Minimum: 5.267083764076233 > 4.806866779923439 END: th(1.684339755941405E7)=4.806866779923439; dx=-9.526486091811957E-10 evalInputDelta=0.4602169841527939 Fitness changed from 5.267083764076233 to 4.806866779923439 Iteration 2 complete. Error: 4.806866779923439 Total: 29.5028; Orientation: 0.0069; Line Search: 19.2337 Iteration 2 ![Iteration 2](etc/711843bb-81a9-43ed-bfe8-80e196045ca3.jpg) Adding measurement 397aed2f to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=4.806866779923439;dx=-6.902404566648269E-8 Armijo: th(3.6288E7)=6.44741453230381; dx=1.5632244172798763E-8 evalInputDelta=-1.640547752380371 New Minimum: 4.806866779923439 > 4.058007434010506 WOLF (strong): th(1.8144E7)=4.058007434010506; dx=2.1425981487038186E-9 evalInputDelta=0.7488593459129333 New Minimum: 4.058007434010506 > 3.581750139594078 END: th(6048000.0)=3.581750139594078; dx=-3.180769454270202E-8 evalInputDelta=1.225116640329361 Fitness changed from 4.806866779923439 to 3.581750139594078 Iteration 3 complete. Error: 3.581750139594078 Total: 48.0421; Orientation: 0.0067; Line Search: 38.7872 Iteration 3 ![Iteration 3](etc/dabd8a45-bdbd-4071-b97c-aeb8ade909db.jpg) Adding measurement 7562b9e8 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.861e+03, gradient 2.271e-04, dot -0.605; [c08e7919-742b-4d2a-ba60-93e9bf4f76d4 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.581750139594078, 4.806866779923439, 5.267083764076233, 7.414477236568928 LBFGS Accumulation History: 3 points Removed measurement 7562b9e8 to history. Total: 3 th(0)=3.581750139594078;dx=-4.894360045864791E-8 New Minimum: 3.581750139594078 > 2.8807701840996742 END: th(1.3030021005312834E7)=2.8807701840996742; dx=-9.801374889957126E-9 evalInputDelta=0.7009799554944038 Fitness changed from 3.581750139594078 to 2.8807701840996742 Iteration 4 complete. Error: 2.8807701840996742 Total: 29.7466; Orientation: 0.1673; Line Search: 20.2427 Iteration 4 ![Iteration 4](etc/d7f1e7a6-cd31-4639-ac6a-3dfd1d26b048.jpg) Adding measurement 1e976561 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.573e+03, gradient 2.295e-04, dot -0.460; [c08e7919-742b-4d2a-ba60-93e9bf4f76d4 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.8807701840996742, 4.806866779923439, 5.267083764076233, 7.414477236568928 LBFGS Accumulation History: 3 points Removed measurement 1e976561 to history. Total: 3 th(0)=2.8807701840996742;dx=-4.5876877780590014E-8 Armijo: th(2.8072329265690092E7)=4.174269817769527; dx=8.70068217508388E-9 evalInputDelta=-1.2934996336698532 New Minimum: 2.8807701840996742 > 2.551424652338028 END: th(1.4036164632845046E7)=2.551424652338028; dx=-1.6051147592414737E-9 evalInputDelta=0.32934553176164627 Fitness changed from 2.8807701840996742 to 2.551424652338028 Iteration 5 complete. Error: 2.551424652338028 Total: 38.3569; Orientation: 0.2948; Line Search: 28.3346 Iteration 5 ![Iteration 5](etc/cb6ef89f-f1ba-40e3-813c-3319a51e4399.jpg) Adding measurement 1f8b10fb to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.472e+03, gradient 2.236e-04, dot -0.419; [c08e7919-742b-4d2a-ba60-93e9bf4f76d4 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.551424652338028, 4.806866779923439, 5.267083764076233, 7.414477236568928 LBFGS Accumulation History: 3 points Removed measurement 1f8b10fb to history. Total: 3 th(0)=2.551424652338028;dx=-4.6704399693248594E-8 Armijo: th(3.0240000000000007E7)=4.2148596197366714; dx=9.807893208497764E-9 evalInputDelta=-1.6634349673986435 New Minimum: 2.551424652338028 > 2.335134580731392 WOLF (strong): th(1.5120000000000004E7)=2.335134580731392; dx=1.6674341941623077E-9 evalInputDelta=0.21629007160663605 New Minimum: 2.335134580731392 > 1.9035444408655167 END: th(5040000.000000001)=1.9035444408655167; dx=-2.1416516959083472E-8 evalInputDelta=0.6478802114725113 Fitness changed from 2.551424652338028 to 1.9035444408655167 Iteration 6 complete. Error: 1.9035444408655167 Total: 49.0476; Orientation: 0.2842; Line Search: 38.6125 Adding measurement fd99897 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.870e+03, gradient 1.797e-04, dot -0.463; [c08e7919-742b-4d2a-ba60-93e9bf4f76d4 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.9035444408655167, 4.806866779923439, 5.267083764076233, 7.414477236568928 LBFGS Accumulation History: 3 points Removed measurement fd99897 to history. Total: 3 th(0)=1.9035444408655167;dx=-3.0506636929247824E-8 New Minimum: 1.9035444408655167 > 1.6336971893906593 END: th(1.0858350837760696E7)=1.6336971893906593; dx=-9.529507808258983E-9 evalInputDelta=0.26984725147485733 Fitness changed from 1.9035444408655167 to 1.6336971893906593 Iteration 7 complete. Error: 1.6336971893906593 Total: 28.4720; Orientation: 0.2572; Line Search: 18.7931 Adding measurement 3b9500cd to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.957e+03, gradient 1.868e-04, dot -0.429; [c08e7919-742b-4d2a-ba60-93e9bf4f76d4 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.6336971893906593, 4.806866779923439, 5.267083764076233, 7.414477236568928 LBFGS Accumulation History: 3 points Removed measurement 3b9500cd to history. Total: 3 th(0)=1.6336971893906593;dx=-3.1672787248052226E-8 Armijo: th(2.339360772140841E7)=2.8074059933423996; dx=4.172187090537902E-9 evalInputDelta=-1.1737088039517403 New Minimum: 1.6336971893906593 > 1.562859870493412 END: th(1.1696803860704206E7)=1.562859870493412; dx=-2.8216535901599996E-9 evalInputDelta=0.07083731889724731 Fitness changed from 1.6336971893906593 to 1.562859870493412 Iteration 8 complete. Error: 1.562859870493412 Total: 38.5926; Orientation: 0.1694; Line Search: 28.9787 Adding measurement 442b69c3 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.779e+03, gradient 1.768e-04, dot -0.395; [c08e7919-742b-4d2a-ba60-93e9bf4f76d4 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.562859870493412, 4.806866779923439, 5.267083764076233, 7.414477236568928 LBFGS Accumulation History: 3 points Removed measurement 442b69c3 to history. Total: 3 th(0)=1.562859870493412;dx=-2.868588228252584E-8 Armijo: th(2.5200000000000007E7)=2.6616208776831627; dx=6.527181602013018E-9 evalInputDelta=-1.0987610071897507 New Minimum: 1.562859870493412 > 1.438479796051979 END: th(1.2600000000000004E7)=1.438479796051979; dx=-5.275885359290001E-10 evalInputDelta=0.12438007444143295 Fitness changed from 1.562859870493412 to 1.438479796051979 Iteration 9 complete. Error: 1.438479796051979 Total: 37.8492; Orientation: 0.1644; Line Search: 28.1788 Adding measurement 3956dab1 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.427e+03, gradient 1.722e-04, dot -0.380; [c08e7919-742b-4d2a-ba60-93e9bf4f76d4 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.438479796051979, 4.806866779923439, 5.267083764076233, 7.414477236568928 LBFGS Accumulation History: 3 points Removed measurement 3956dab1 to history. Total: 3 th(0)=1.438479796051979;dx=-2.7312857890051016E-8 Armijo: th(2.7145877094401743E7)=2.452566884458065; dx=5.865307350069089E-9 evalInputDelta=-1.014087088406086 New Minimum: 1.438479796051979 > 1.1653128191828728 WOLF (strong): th(1.3572938547200872E7)=1.1653128191828728; dx=7.965102421564125E-10 evalInputDelta=0.2731669768691063 New Minimum: 1.1653128191828728 > 1.0374882519245148 END: th(4524312.849066957)=1.0374882519245148; dx=-1.3611306919943077E-8 evalInputDelta=0.4009915441274643 Fitness changed from 1.438479796051979 to 1.0374882519245148 Iteration 10 complete. Error: 1.0374882519245148 Total: 48.4338; Orientation: 0.2842; Line Search: 38.1285 Iteration 10 ![Iteration 10](etc/a18685e3-0a37-4ba7-b748-3d036656713f.jpg) Final threshold in iteration 11: 1.0374882519245148 (> -Infinity) after 482.134s (< 1800.000s)