Reset training subject: 7366966112201 Reset training subject: 7376141678755 Adding measurement 228a21e3 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=-0.0031513869762420654;dx=-2.520807124932826E-8 New Minimum: -0.0031513869762420654 > -0.003151446580886841 WOLFE (weak): th(2.154434690031884)=-0.003151446580886841; dx=-2.5196271741804535E-8 evalInputDelta=5.9604644775390625E-8 WOLFE (weak): th(4.308869380063768)=-0.003151416778564453; dx=-2.5183719491532133E-8 evalInputDelta=2.9802322387695312E-8 New Minimum: -0.003151446580886841 > -0.0031517446041107178 WOLFE (weak): th(12.926608140191302)=-0.0031517446041107178; dx=-2.521758033955618E-8 evalInputDelta=3.5762786865234375E-7 New Minimum: -0.0031517446041107178 > -0.003152698278427124 WOLFE (weak): th(51.70643256076521)=-0.003152698278427124; dx=-2.5209992227868882E-8 evalInputDelta=1.3113021850585938E-6 New Minimum: -0.003152698278427124 > -0.0031576156616210938 WOLFE (weak): th(258.53216280382605)=-0.0031576156616210938; dx=-2.5208540385326507E-8 evalInputDelta=6.22868537902832E-6 New Minimum: -0.0031576156616210938 > -0.003187626600265503 WOLFE (weak): th(1551.1929768229563)=-0.003187626600265503; dx=-2.5212994086067822E-8 evalInputDelta=3.62396240234375E-5 New Minimum: -0.003187626600265503 > -0.003404587507247925 WOLFE (weak): th(10858.350837760694)=-0.003404587507247925; dx=-2.520688335062203E-8 evalInputDelta=2.532005310058594E-4 New Minimum: -0.003404587507247925 > -0.005173921585083008 WOLFE (weak): th(86866.80670208555)=-0.005173921585083008; dx=-2.5164714479393003E-8 evalInputDelta=0.0020225346088409424 New Minimum: -0.005173921585083008 > -0.021179556846618652 WOLFE (weak): th(781801.26031877)=-0.021179556846618652; dx=-2.468962000011884E-8 evalInputDelta=0.018028169870376587 New Minimum: -0.021179556846618652 > -0.16561555862426758 END: th(7818012.6031877)=-0.16561555862426758; dx=-2.1300131260052086E-8 evalInputDelta=0.1624641716480255 Fitness changed from -0.0031513869762420654 to -0.16561555862426758 Iteration 1 complete. Error: -0.16561555862426758 Total: 117.6439; Orientation: 0.0350; Line Search: 91.8011 Iteration 1 ![Iteration 1](etc/4b09c72a-7996-42ff-96d4-62623886c720.jpg) Adding measurement 4138f20 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=-0.16561555862426758;dx=-2.0055201761202825E-8 New Minimum: -0.16561555862426758 > -0.40097612142562866 END: th(1.684339755941405E7)=-0.40097612142562866; dx=-1.4577436078071945E-8 evalInputDelta=0.23536056280136108 Fitness changed from -0.16561555862426758 to -0.40097612142562866 Iteration 2 complete. Error: -0.40097612142562866 Total: 26.2360; Orientation: 0.0353; Line Search: 17.6721 Iteration 2 ![Iteration 2](etc/b6e9ec0c-3324-4d49-b60d-92ea789f36a9.jpg) Adding measurement 767afb2e to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=-0.40097612142562866;dx=-1.4220286719527807E-8 New Minimum: -0.40097612142562866 > -0.6551611423492432 END: th(3.6288E7)=-0.6551611423492432; dx=-8.211091648480001E-9 evalInputDelta=0.2541850209236145 Fitness changed from -0.40097612142562866 to -0.6551611423492432 Iteration 3 complete. Error: -0.6551611423492432 Total: 23.9500; Orientation: 0.0361; Line Search: 15.9959 Iteration 3 ![Iteration 3](etc/ce0ea8a8-2326-49c3-a323-9fd959ddd2a4.jpg) Adding measurement 7e73c3ef to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.386e+04, gradient 1.017e-04, dot -0.756; [fb973740-e748-48b6-9b98-6b8bc7f1c436 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.6551611423492432, -0.40097612142562866, -0.16561555862426758, -0.0031513869762420654 LBFGS Accumulation History: 3 points Removed measurement 7e73c3ef to history. Total: 3 th(0)=-0.6551611423492432;dx=-1.0306480419841615E-8 New Minimum: -0.6551611423492432 > -0.7625067979097366 END: th(7.8180126031877E7)=-0.7625067979097366; dx=-3.3453644624835917E-9 evalInputDelta=0.10734565556049347 Fitness changed from -0.6551611423492432 to -0.7625067979097366 Iteration 4 complete. Error: -0.7625067979097366 Total: 26.0287; Orientation: 0.8177; Line Search: 15.9491 Iteration 4 ![Iteration 4](etc/b1001f4e-3c2a-491d-9509-2637c6a02a64.jpg) Adding measurement 109b7c6 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.141e+04, gradient 1.027e-04, dot -0.503; [fb973740-e748-48b6-9b98-6b8bc7f1c436 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.7625067979097366, -0.40097612142562866, -0.16561555862426758, -0.0031513869762420654 LBFGS Accumulation History: 3 points Removed measurement 109b7c6 to history. Total: 3 th(0)=-0.7625067979097366;dx=-1.0529455336905436E-8 Armijo: th(1.6843397559414053E8)=-0.14109408855438232; dx=7.857570750280548E-10 evalInputDelta=-0.6214127093553543 New Minimum: -0.7625067979097366 > -0.7898272275924683 END: th(8.421698779707026E7)=-0.7898272275924683; dx=-1.0533526313014531E-9 evalInputDelta=0.02732042968273163 Fitness changed from -0.7625067979097366 to -0.7898272275924683 Iteration 5 complete. Error: -0.7898272275924683 Total: 34.3391; Orientation: 0.8593; Line Search: 24.7934 Iteration 5 ![Iteration 5](etc/7c222baf-f59e-476d-9343-d73922b7e966.jpg) Adding measurement 752231d8 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.264e+04, gradient 1.067e-04, dot -0.413; [fb973740-e748-48b6-9b98-6b8bc7f1c436 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.7898272275924683, -0.40097612142562866, -0.16561555862426758, -0.0031513869762420654 LBFGS Accumulation History: 3 points Removed measurement 752231d8 to history. Total: 3 th(0)=-0.7898272275924683;dx=-1.1368932953381622E-8 Armijo: th(1.8144000000000003E8)=0.10811072587966919; dx=2.3254713298547803E-9 evalInputDelta=-0.8979379534721375 New Minimum: -0.7898272275924683 > -0.8208747804164886 WOLF (strong): th(9.072000000000001E7)=-0.8208747804164886; dx=2.410707522363102E-10 evalInputDelta=0.031047552824020386 New Minimum: -0.8208747804164886 > -1.007496401667595 END: th(3.0240000000000004E7)=-1.007496401667595; dx=-6.042318379607964E-9 evalInputDelta=0.21766917407512665 Fitness changed from -0.7898272275924683 to -1.007496401667595 Iteration 6 complete. Error: -1.007496401667595 Total: 45.3305; Orientation: 0.8123; Line Search: 35.0213 Adding measurement 41ad3079 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.591e+04, gradient 8.207e-05, dot -0.526; [fb973740-e748-48b6-9b98-6b8bc7f1c436 = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.007496401667595, -0.40097612142562866, -0.16561555862426758, -0.0031513869762420654 LBFGS Accumulation History: 3 points Removed measurement 41ad3079 to history. Total: 3 th(0)=-1.007496401667595;dx=-6.724200824913139E-9 New Minimum: -1.007496401667595 > -1.1250946819782257 END: th(6.515010502656417E7)=-1.1250946819782257; dx=-2.434610020480518E-9 evalInputDelta=0.1175982803106308 Fitness changed from -1.007496401667595 to -1.1250946819782257 Iteration 7 complete. Error: -1.1250946819782257 Total: 24.4589; Orientation: 0.8098; Line Search: 15.8675 Adding measurement 73f2b473 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.762e+04, gradient 8.033e-05, dot -0.493; [fb973740-e748-48b6-9b98-6b8bc7f1c436 = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.1250946819782257, -0.40097612142562866, -0.16561555862426758, -0.0031513869762420654 LBFGS Accumulation History: 3 points Removed measurement 73f2b473 to history. Total: 3 th(0)=-1.1250946819782257;dx=-6.444095438765498E-9 Armijo: th(1.4036164632845047E8)=-0.8590617775917053; dx=2.0489732031564508E-10 evalInputDelta=-0.2660329043865204 New Minimum: -1.1250946819782257 > -1.185383677482605 END: th(7.018082316422524E7)=-1.185383677482605; dx=-1.4174993501086675E-9 evalInputDelta=0.06028899550437927 Fitness changed from -1.1250946819782257 to -1.185383677482605 Iteration 8 complete. Error: -1.185383677482605 Total: 34.4321; Orientation: 0.8996; Line Search: 25.3107 Adding measurement 60f6ea6b to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.887e+04, gradient 8.063e-05, dot -0.450; [fb973740-e748-48b6-9b98-6b8bc7f1c436 = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.185383677482605, -0.40097612142562866, -0.16561555862426758, -0.0031513869762420654 LBFGS Accumulation History: 3 points Removed measurement 60f6ea6b to history. Total: 3 th(0)=-1.185383677482605;dx=-6.490815868841525E-9 Armijo: th(1.5120000000000006E8)=-0.7693528532981873; dx=9.180770364419467E-10 evalInputDelta=-0.4160308241844177 New Minimum: -1.185383677482605 > -1.2175276279449463 END: th(7.560000000000003E7)=-1.2175276279449463; dx=-6.218257350662583E-10 evalInputDelta=0.03214395046234131 Fitness changed from -1.185383677482605 to -1.2175276279449463 Iteration 9 complete. Error: -1.2175276279449463 Total: 34.9032; Orientation: 0.8095; Line Search: 25.4094 Adding measurement 68c82e91 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.006e+04, gradient 8.387e-05, dot -0.401; [fb973740-e748-48b6-9b98-6b8bc7f1c436 = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.2175276279449463, -0.40097612142562866, -0.16561555862426758, -0.0031513869762420654 LBFGS Accumulation History: 3 points Removed measurement 68c82e91 to history. Total: 3 th(0)=-1.2175276279449463;dx=-7.024166812224236E-9 Armijo: th(1.6287526256641048E8)=-0.6318152248859406; dx=1.6804480629493048E-9 evalInputDelta=-0.5857124030590057 New Minimum: -1.2175276279449463 > -1.2200273722410202 WOLF (strong): th(8.143763128320524E7)=-1.2200273722410202; dx=1.2382827817857883E-10 evalInputDelta=0.0024997442960739136 New Minimum: -1.2200273722410202 > -1.3343026489019394 END: th(2.7145877094401747E7)=-1.3343026489019394; dx=-3.888482572937108E-9 evalInputDelta=0.1167750209569931 Fitness changed from -1.2175276279449463 to -1.3343026489019394 Iteration 10 complete. Error: -1.3343026489019394 Total: 41.4023; Orientation: 0.8433; Line Search: 32.6599 Iteration 10 ![Iteration 10](etc/e9a96a29-d6a1-437c-9002-34ce7fe27ac9.jpg) Final threshold in iteration 11: -1.3343026489019394 (> -Infinity) after 408.956s (< 3600.000s)