Reset training subject: 8986131172291 Reset training subject: 9000290126120 Adding measurement 8d90d17 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=8.013633526861668;dx=-4.4927594553270814E-7 New Minimum: 8.013633526861668 > 8.013633325695992 WOLFE (weak): th(2.154434690031884)=8.013633325695992; dx=-4.4895624368401536E-7 evalInputDelta=2.0116567611694336E-7 New Minimum: 8.013633325695992 > 8.01363243162632 WOLFE (weak): th(4.308869380063768)=8.01363243162632; dx=-4.4895622213989826E-7 evalInputDelta=1.0952353477478027E-6 New Minimum: 8.01363243162632 > 8.013626717031002 WOLFE (weak): th(12.926608140191302)=8.013626717031002; dx=-4.489554153983293E-7 evalInputDelta=6.809830665588379E-6 New Minimum: 8.013626717031002 > 8.01360497623682 WOLFE (weak): th(51.70643256076521)=8.01360497623682; dx=-4.4893906928102595E-7 evalInputDelta=2.855062484741211E-5 New Minimum: 8.01360497623682 > 8.01349126547575 WOLFE (weak): th(258.53216280382605)=8.01349126547575; dx=-4.489409215255027E-7 evalInputDelta=1.4226138591766357E-4 New Minimum: 8.01349126547575 > 8.012779742479324 WOLFE (weak): th(1551.1929768229563)=8.012779742479324; dx=-4.4879603615842625E-7 evalInputDelta=8.537843823432922E-4 New Minimum: 8.012779742479324 > 8.007660426199436 WOLFE (weak): th(10858.350837760694)=8.007660426199436; dx=-4.4821796946654164E-7 evalInputDelta=0.005973100662231445 New Minimum: 8.007660426199436 > 7.9661020785570145 WOLFE (weak): th(86866.80670208555)=7.9661020785570145; dx=-4.429799582473248E-7 evalInputDelta=0.04753144830465317 New Minimum: 7.9661020785570145 > 7.610679745674133 END: th(781801.26031877)=7.610679745674133; dx=-3.8470123049871925E-7 evalInputDelta=0.40295378118753433 Fitness changed from 8.013633526861668 to 7.610679745674133 Iteration 1 complete. Error: 7.610679745674133 Total: 186.7229; Orientation: 0.0662; Line Search: 143.9845 Iteration 1 ![Iteration 1](etc/03e15f93-49fc-4715-a87d-a528631a8158.jpg) Adding measurement 141f317a to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=7.610679745674133;dx=-3.6169004525344624E-7 New Minimum: 7.610679745674133 > 6.955566518008709 END: th(1684339.7559414052)=6.955566518008709; dx=-2.7638463297727396E-7 evalInputDelta=0.6551132276654243 Fitness changed from 7.610679745674133 to 6.955566518008709 Iteration 2 complete. Error: 6.955566518008709 Total: 41.5761; Orientation: 0.0667; Line Search: 27.6006 Iteration 2 ![Iteration 2](etc/0fbcb842-0bf2-4547-b5e8-ae98b9bc98eb.jpg) Adding measurement 653d319b to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=6.955566518008709;dx=-2.6929420856878047E-7 New Minimum: 6.955566518008709 > 5.972135923802853 END: th(3628800.0)=5.972135923802853; dx=-1.8935889440758054E-7 evalInputDelta=0.9834305942058563 Fitness changed from 6.955566518008709 to 5.972135923802853 Iteration 3 complete. Error: 5.972135923802853 Total: 44.6085; Orientation: 0.0653; Line Search: 30.5960 Iteration 3 ![Iteration 3](etc/0bac2622-b789-4cdb-962a-9923a3d261bd.jpg) Adding measurement 2bd7da6d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.744e+03, gradient 4.406e-04, dot -0.866; [bb575b3c-5260-4b8d-86e6-98cf3434cbc6 = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.972135923802853, 6.955566518008709, 7.610679745674133, 8.013633526861668 LBFGS Accumulation History: 3 points Removed measurement 2bd7da6d to history. Total: 3 th(0)=5.972135923802853;dx=-1.941591905849977E-7 New Minimum: 5.972135923802853 > 4.642970085144043 END: th(7818012.6031877)=4.642970085144043; dx=-1.0694941354162275E-7 evalInputDelta=1.3291658386588097 Fitness changed from 5.972135923802853 to 4.642970085144043 Iteration 4 complete. Error: 4.642970085144043 Total: 45.6873; Orientation: 1.5562; Line Search: 28.8253 Iteration 4 ![Iteration 4](etc/bdbf0019-588f-4282-b4c5-f76165463744.jpg) Adding measurement 5f65086f to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.882e+03, gradient 3.543e-04, dot -0.726; [bb575b3c-5260-4b8d-86e6-98cf3434cbc6 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.642970085144043, 6.955566518008709, 7.610679745674133, 8.013633526861668 LBFGS Accumulation History: 3 points Removed measurement 5f65086f to history. Total: 3 th(0)=4.642970085144043;dx=-1.254968396439989E-7 New Minimum: 4.642970085144043 > 3.164831392467022 END: th(1.684339755941405E7)=3.164831392467022; dx=-4.5422706538327926E-8 evalInputDelta=1.478138692677021 Fitness changed from 4.642970085144043 to 3.164831392467022 Iteration 5 complete. Error: 3.164831392467022 Total: 44.7897; Orientation: 1.5455; Line Search: 28.1130 Iteration 5 ![Iteration 5](etc/baca87a0-b4fc-4571-9002-6ad7ead50a58.jpg) Adding measurement 731b8fc6 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.481e+03, gradient 2.938e-04, dot -0.519; [bb575b3c-5260-4b8d-86e6-98cf3434cbc6 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.164831392467022, 6.955566518008709, 7.610679745674133, 8.013633526861668 LBFGS Accumulation History: 3 points Removed measurement 731b8fc6 to history. Total: 3 th(0)=3.164831392467022;dx=-8.631054478821151E-8 New Minimum: 3.164831392467022 > 2.0875156447291374 WOLF (strong): th(3.6288E7)=2.0875156447291374; dx=3.1490800368061703E-9 evalInputDelta=1.0773157477378845 END: th(1.8144E7)=2.184753566980362; dx=-2.4197234124964157E-8 evalInputDelta=0.98007782548666 Fitness changed from 3.164831392467022 to 2.0875156447291374 Iteration 6 complete. Error: 2.0875156447291374 Total: 58.1923; Orientation: 1.5501; Line Search: 43.0840 Adding measurement 49777e9e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.948e+03, gradient 3.392e-04, dot -0.260; [bb575b3c-5260-4b8d-86e6-98cf3434cbc6 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.0875156447291374, 6.955566518008709, 7.610679745674133, 8.013633526861668 LBFGS Accumulation History: 3 points Removed measurement 49777e9e to history. Total: 3 th(0)=2.0875156447291374;dx=-1.1504393719624424E-7 New Minimum: 2.0875156447291374 > 2.0650324523448944 WOLF (strong): th(3.90900630159385E7)=2.0650324523448944; dx=4.5119613465353564E-8 evalInputDelta=0.02248319238424301 New Minimum: 2.0650324523448944 > 1.3099809885025024 WOLF (strong): th(1.954503150796925E7)=1.3099809885025024; dx=1.0837999328391509E-9 evalInputDelta=0.777534656226635 END: th(6515010.502656416)=1.569418877363205; dx=-3.917985533933212E-8 evalInputDelta=0.5180967673659325 Fitness changed from 2.0875156447291374 to 1.3099809885025024 Iteration 7 complete. Error: 1.3099809885025024 Total: 74.2704; Orientation: 1.5550; Line Search: 57.5423 Adding measurement d8f9fc7 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.106e+03, gradient 2.191e-04, dot -0.307; [bb575b3c-5260-4b8d-86e6-98cf3434cbc6 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.3099809885025024, 6.955566518008709, 7.610679745674133, 8.013633526861668 LBFGS Accumulation History: 3 points Removed measurement d8f9fc7 to history. Total: 3 th(0)=1.3099809885025024;dx=-4.8008617178205274E-8 New Minimum: 1.3099809885025024 > 0.8796800523996353 END: th(1.4036164632845044E7)=0.8796800523996353; dx=-1.5711628393869224E-8 evalInputDelta=0.4303009361028671 Fitness changed from 1.3099809885025024 to 0.8796800523996353 Iteration 8 complete. Error: 0.8796800523996353 Total: 42.8053; Orientation: 1.5205; Line Search: 27.3424 Adding measurement 51ca609f to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.245e+03, gradient 1.785e-04, dot -0.384; [bb575b3c-5260-4b8d-86e6-98cf3434cbc6 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.8796800523996353, 6.955566518008709, 7.610679745674133, 8.013633526861668 LBFGS Accumulation History: 3 points Removed measurement 51ca609f to history. Total: 3 th(0)=0.8796800523996353;dx=-3.1858614637027655E-8 New Minimum: 0.8796800523996353 > 0.8523693531751633 WOLF (strong): th(3.0240000000000004E7)=0.8523693531751633; dx=1.2178307485790412E-8 evalInputDelta=0.027310699224472046 New Minimum: 0.8523693531751633 > 0.6638467982411385 END: th(1.5120000000000002E7)=0.6638467982411385; dx=-1.3157851689627632E-10 evalInputDelta=0.21583325415849686 Fitness changed from 0.8796800523996353 to 0.6638467982411385 Iteration 9 complete. Error: 0.6638467982411385 Total: 57.6909; Orientation: 1.5229; Line Search: 43.1846 Adding measurement c4e5490 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.429e+03, gradient 2.263e-04, dot -0.282; [bb575b3c-5260-4b8d-86e6-98cf3434cbc6 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.6638467982411385, 6.955566518008709, 7.610679745674133, 8.013633526861668 LBFGS Accumulation History: 3 points Removed measurement c4e5490 to history. Total: 3 th(0)=0.6638467982411385;dx=-5.122971950406637E-8 Armijo: th(3.2575052513282087E7)=0.6693320572376251; dx=2.1997147809803115E-8 evalInputDelta=-0.005485258996486664 New Minimum: 0.6638467982411385 > 0.4876750335097313 END: th(1.6287526256641043E7)=0.4876750335097313; dx=-6.5197942298769584E-9 evalInputDelta=0.17617176473140717 Fitness changed from 0.6638467982411385 to 0.4876750335097313 Iteration 10 complete. Error: 0.4876750335097313 Total: 59.3938; Orientation: 1.6535; Line Search: 43.7420 Iteration 10 ![Iteration 10](etc/0a923c16-f61e-4587-b0e3-1da38fa54ece.jpg) Final threshold in iteration 11: 0.4876750335097313 (> -Infinity) after 656.029s (< 3600.000s)