Reset training subject: 1423274165518100 Reset training subject: 1423280630354100 Adding measurement 14b5752f to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=-35.60243070870638;dx=-1.2123477564850733E-5 New Minimum: -35.60243070870638 > -35.60243809968233 WOLFE (weak): th(2.154434690031884)=-35.60243809968233; dx=-1.2123596333369323E-5 evalInputDelta=7.3909759521484375E-6 New Minimum: -35.60243809968233 > -35.60245081037283 WOLFE (weak): th(4.308869380063768)=-35.60245081037283; dx=-1.2123607250997705E-5 evalInputDelta=2.0101666450500488E-5 New Minimum: -35.60245081037283 > -35.602478072047234 WOLFE (weak): th(12.926608140191302)=-35.602478072047234; dx=-1.2123683147558209E-5 evalInputDelta=4.7363340854644775E-5 New Minimum: -35.602478072047234 > -35.60261110961437 WOLFE (weak): th(51.70643256076521)=-35.60261110961437; dx=-1.2123274067235493E-5 evalInputDelta=1.8040090799331665E-4 New Minimum: -35.60261110961437 > -35.60332304984331 WOLFE (weak): th(258.53216280382605)=-35.60332304984331; dx=-1.2121712696632074E-5 evalInputDelta=8.92341136932373E-4 New Minimum: -35.60332304984331 > -35.60778243094683 WOLFE (weak): th(1551.1929768229563)=-35.60778243094683; dx=-1.211394064441475E-5 evalInputDelta=0.005351722240447998 New Minimum: -35.60778243094683 > -35.63964746147394 WOLFE (weak): th(10858.350837760694)=-35.63964746147394; dx=-1.2046938103746107E-5 evalInputDelta=0.037216752767562866 New Minimum: -35.63964746147394 > -35.88668882101774 WOLFE (weak): th(86866.80670208555)=-35.88668882101774; dx=-1.1472137848446253E-5 evalInputDelta=0.2842581123113632 New Minimum: -35.88668882101774 > -37.082655031234026 END: th(781801.26031877)=-37.082655031234026; dx=-6.910625540928869E-6 evalInputDelta=1.480224322527647 Fitness changed from -35.60243070870638 to -37.082655031234026 Iteration 1 complete. Error: -37.082655031234026 Total: 82.6702; Orientation: 0.0128; Line Search: 63.5377 Iteration 1 ![Iteration 1](etc/9a26bd00-7694-44e8-a2ec-cfda00783fcf.jpg) Adding measurement 1b1e1f02 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=-37.082655031234026;dx=-8.386624383160017E-6 Armijo: th(1684339.7559414052)=-36.4267407245934; dx=-2.153971770696878E-6 evalInputDelta=-0.655914306640625 New Minimum: -37.082655031234026 > -37.60422334447503 END: th(842169.8779707026)=-37.60422334447503; dx=-4.5939358285687506E-6 evalInputDelta=0.5215683132410049 Fitness changed from -37.082655031234026 to -37.60422334447503 Iteration 2 complete. Error: -37.60422334447503 Total: 25.7181; Orientation: 0.0127; Line Search: 19.2027 Iteration 2 ![Iteration 2](etc/aac63938-10ec-4691-bf94-a57ca9718b6c.jpg) Adding measurement 62faf77 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=-37.60422334447503;dx=-6.549356524352715E-6 Armijo: th(1814400.0)=-36.27596570644528; dx=-1.8525936668985096E-6 evalInputDelta=-1.3282576380297542 New Minimum: -37.60422334447503 > -37.79759765043855 END: th(907200.0)=-37.79759765043855; dx=-3.856701004356689E-6 evalInputDelta=0.19337430596351624 Fitness changed from -37.60422334447503 to -37.79759765043855 Iteration 3 complete. Error: -37.79759765043855 Total: 25.1743; Orientation: 0.0123; Line Search: 18.9574 Iteration 3 ![Iteration 3](etc/ab027cd7-8c73-471d-a0c5-7b5ce23b6cff.jpg) Adding measurement 6eeb29c0 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.187e+03, gradient 2.529e-03, dot -0.801; [54996e53-36bc-48ae-a205-2cc13bc9a85c = 1.000/1.000e+00] Orientation rejected. Popping history element from -35.60243070870638, -37.082655031234026, -37.60422334447503, -37.79759765043855 LBFGS Accumulation History: 3 points Removed measurement 14b5752f to history. Total: 4 th(0)=-37.79759765043855;dx=-6.397900762837616E-6 Armijo: th(1954503.150796925)=-35.57991861645132; dx=-1.6539967875122218E-6 evalInputDelta=-2.217679033987224 Armijo: th(977251.5753984625)=-37.69842385593802; dx=-3.658179981886023E-6 evalInputDelta=-0.09917379450052977 New Minimum: -37.79759765043855 > -38.03098736423999 END: th(325750.5251328208)=-38.03098736423999; dx=-5.347462626523373E-6 evalInputDelta=0.23338971380144358 Fitness changed from -37.79759765043855 to -38.03098736423999 Iteration 4 complete. Error: -38.03098736423999 Total: 32.9846; Orientation: 0.3769; Line Search: 26.0255 Iteration 4 ![Iteration 4](etc/815c7bb0-58bf-4ded-98ea-120eca5a60f9.jpg) Adding measurement d84418a to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.272e+04, gradient 2.336e-03, dot -0.952; [54996e53-36bc-48ae-a205-2cc13bc9a85c = 1.000/1.000e+00] Orientation rejected. Popping history element from -37.082655031234026, -37.60422334447503, -37.79759765043855, -38.03098736423999 LBFGS Accumulation History: 3 points Removed measurement 1b1e1f02 to history. Total: 4 th(0)=-38.03098736423999;dx=-5.4579733129462085E-6 New Minimum: -38.03098736423999 > -38.1472681844607 END: th(701808.2316422522)=-38.1472681844607; dx=-3.911747330677637E-6 evalInputDelta=0.11628082022070885 Fitness changed from -38.03098736423999 to -38.1472681844607 Iteration 5 complete. Error: -38.1472681844607 Total: 19.3967; Orientation: 0.3524; Line Search: 12.5031 Iteration 5 ![Iteration 5](etc/28aab745-f77f-4369-b6a9-da6aa88a62c4.jpg) Adding measurement 657b3b to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.536e+03, gradient 2.276e-03, dot -0.867; [54996e53-36bc-48ae-a205-2cc13bc9a85c = 1.000/1.000e+00] Orientation rejected. Popping history element from -37.60422334447503, -37.79759765043855, -38.03098736423999, -38.1472681844607 LBFGS Accumulation History: 3 points Removed measurement 62faf77 to history. Total: 4 th(0)=-38.1472681844607;dx=-5.180095528432197E-6 Armijo: th(1512000.0)=-37.19971282221377; dx=-2.553616214085708E-6 evalInputDelta=-0.9475553622469306 New Minimum: -38.1472681844607 > -38.18345279246569 END: th(756000.0)=-38.18345279246569; dx=-3.66755645220599E-6 evalInputDelta=0.03618460800498724 Fitness changed from -38.1472681844607 to -38.18345279246569 Iteration 6 complete. Error: -38.18345279246569 Total: 26.0878; Orientation: 0.3486; Line Search: 19.2608 Adding measurement 4c65d8e3 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.361e+04, gradient 2.278e-03, dot -0.852; [54996e53-36bc-48ae-a205-2cc13bc9a85c = 1.000/1.000e+00] Orientation rejected. Popping history element from -37.79759765043855, -38.03098736423999, -38.1472681844607, -38.18345279246569 LBFGS Accumulation History: 3 points Removed measurement 6eeb29c0 to history. Total: 4 th(0)=-38.18345279246569;dx=-5.187007829294021E-6 Armijo: th(1628752.6256641042)=-36.98558306507766; dx=-2.3870835062669726E-6 evalInputDelta=-1.1978697273880243 Armijo: th(814376.3128320521)=-38.16049906704575; dx=-3.600119934626736E-6 evalInputDelta=-0.022953725419938564 New Minimum: -38.18345279246569 > -38.32113428134471 END: th(271458.7709440174)=-38.32113428134471; dx=-4.592157602470015E-6 evalInputDelta=0.13768148887902498 Fitness changed from -38.18345279246569 to -38.32113428134471 Iteration 7 complete. Error: -38.32113428134471 Total: 32.4191; Orientation: 0.3555; Line Search: 25.7964 Adding measurement 782cc5fa to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.885e+04, gradient 2.161e-03, dot -0.955; [54996e53-36bc-48ae-a205-2cc13bc9a85c = 1.000/1.000e+00] Orientation rejected. Popping history element from -38.03098736423999, -38.1472681844607, -38.18345279246569, -38.32113428134471 LBFGS Accumulation History: 3 points Removed measurement d84418a to history. Total: 4 th(0)=-38.32113428134471;dx=-4.66789817541008E-6 New Minimum: -38.32113428134471 > -38.41373192425817 END: th(584840.1930352102)=-38.41373192425817; dx=-3.6604025069472222E-6 evalInputDelta=0.09259764291346073 Fitness changed from -38.32113428134471 to -38.41373192425817 Iteration 8 complete. Error: -38.41373192425817 Total: 19.3479; Orientation: 0.3499; Line Search: 12.8561 Adding measurement 1f42366 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.042e+04, gradient 2.078e-03, dot -0.911; [54996e53-36bc-48ae-a205-2cc13bc9a85c = 1.000/1.000e+00] Orientation rejected. Popping history element from -38.1472681844607, -38.18345279246569, -38.32113428134471, -38.41373192425817 LBFGS Accumulation History: 3 points Removed measurement 657b3b to history. Total: 4 th(0)=-38.41373192425817;dx=-4.318493146728531E-6 Armijo: th(1260000.0000000002)=-37.98991300724447; dx=-2.7253540309066756E-6 evalInputDelta=-0.4238189170137048 New Minimum: -38.41373192425817 > -38.49006756115705 END: th(630000.0000000001)=-38.49006756115705; dx=-3.4239557626442147E-6 evalInputDelta=0.07633563689887524 Fitness changed from -38.41373192425817 to -38.49006756115705 Iteration 9 complete. Error: -38.49006756115705 Total: 25.8399; Orientation: 0.3488; Line Search: 19.2843 Adding measurement 60ed0b9d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.526e+04, gradient 2.037e-03, dot -0.910; [54996e53-36bc-48ae-a205-2cc13bc9a85c = 1.000/1.000e+00] Orientation rejected. Popping history element from -38.18345279246569, -38.32113428134471, -38.41373192425817, -38.49006756115705 LBFGS Accumulation History: 3 points Removed measurement 4c65d8e3 to history. Total: 4 th(0)=-38.49006756115705;dx=-4.1497116591575535E-6 Armijo: th(1357293.854720087)=-37.95318191219121; dx=-2.5605018801205484E-6 evalInputDelta=-0.5368856489658356 New Minimum: -38.49006756115705 > -38.53920728061348 END: th(678646.9273600435)=-38.53920728061348; dx=-3.2615919707598535E-6 evalInputDelta=0.04913971945643425 Fitness changed from -38.49006756115705 to -38.53920728061348 Iteration 10 complete. Error: -38.53920728061348 Total: 26.0612; Orientation: 0.3491; Line Search: 19.1656 Iteration 10 ![Iteration 10](etc/7bbe5101-6f79-468c-8e26-832cbe0d20ed.jpg) Adding measurement 2e929182 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.747e+04, gradient 2.029e-03, dot -0.893; [54996e53-36bc-48ae-a205-2cc13bc9a85c = 1.000/1.000e+00] Orientation rejected. Popping history element from -38.32113428134471, -38.41373192425817, -38.49006756115705, -38.53920728061348 LBFGS Accumulation History: 3 points Removed measurement 782cc5fa to history. Total: 4 th(0)=-38.53920728061348;dx=-4.115621118461912E-6 Armijo: th(1462100.4825880257)=-37.87274484708905; dx=-2.4532458687296863E-6 evalInputDelta=-0.6664624335244298 New Minimum: -38.53920728061348 > -38.556213334202766 END: th(731050.2412940129)=-38.556213334202766; dx=-3.1680127172658064E-6 evalInputDelta=0.01700605358928442 Fitness changed from -38.53920728061348 to -38.556213334202766 Iteration 11 complete. Error: -38.556213334202766 Total: 26.1250; Orientation: 0.3506; Line Search: 19.2962 Adding measurement 1aed6f0b to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.810e+04, gradient 2.035e-03, dot -0.876; [54996e53-36bc-48ae-a205-2cc13bc9a85c = 1.000/1.000e+00] Orientation rejected. Popping history element from -38.41373192425817, -38.49006756115705, -38.53920728061348, -38.556213334202766 LBFGS Accumulation History: 3 points Removed measurement 1f42366 to history. Total: 4 th(0)=-38.556213334202766;dx=-4.1405244503150395E-6 Armijo: th(1575000.0000000005)=-37.74480742868036; dx=-2.322355260577002E-6 evalInputDelta=-0.8114059055224061 New Minimum: -38.556213334202766 > -38.56793372053653 END: th(787500.0000000002)=-38.56793372053653; dx=-3.1213341605794073E-6 evalInputDelta=0.0117203863337636 Fitness changed from -38.556213334202766 to -38.56793372053653 Iteration 12 complete. Error: -38.56793372053653 Total: 25.8206; Orientation: 0.3510; Line Search: 19.2231 Adding measurement 531ec2ca to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.890e+04, gradient 2.047e-03, dot -0.864; [54996e53-36bc-48ae-a205-2cc13bc9a85c = 1.000/1.000e+00] Orientation rejected. Popping history element from -38.49006756115705, -38.53920728061348, -38.556213334202766, -38.56793372053653 LBFGS Accumulation History: 3 points Removed measurement 60ed0b9d to history. Total: 4 th(0)=-38.56793372053653;dx=-4.190528767036428E-6 Armijo: th(1696617.318400109)=-37.517941690050066; dx=-2.2159572577561886E-6 evalInputDelta=-1.0499920304864645 Armijo: th(848308.6592000545)=-38.52254384290427; dx=-3.087148014802539E-6 evalInputDelta=-0.04538987763226032 New Minimum: -38.56793372053653 > -38.671574271284044 END: th(282769.5530666848)=-38.671574271284044; dx=-3.756045946362029E-6 evalInputDelta=0.10364055074751377 Fitness changed from -38.56793372053653 to -38.671574271284044 Iteration 13 complete. Error: -38.671574271284044 Total: 32.3929; Orientation: 0.3476; Line Search: 25.5438 Adding measurement 2f07930a to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.995e+04, gradient 1.959e-03, dot -0.954; [54996e53-36bc-48ae-a205-2cc13bc9a85c = 1.000/1.000e+00] Orientation rejected. Popping history element from -38.53920728061348, -38.556213334202766, -38.56793372053653, -38.671574271284044 LBFGS Accumulation History: 3 points Removed measurement 2e929182 to history. Total: 4 th(0)=-38.671574271284044;dx=-3.837096999692745E-6 New Minimum: -38.671574271284044 > -38.737686939537525 END: th(609208.5344116774)=-38.737686939537525; dx=-3.1538059252528986E-6 evalInputDelta=0.06611266825348139 Fitness changed from -38.671574271284044 to -38.737686939537525 Iteration 14 complete. Error: -38.737686939537525 Total: 19.3966; Orientation: 0.3500; Line Search: 12.5096 Adding measurement 298263fa to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.299e+04, gradient 1.925e-03, dot -0.916; [54996e53-36bc-48ae-a205-2cc13bc9a85c = 1.000/1.000e+00] Orientation rejected. Popping history element from -38.556213334202766, -38.56793372053653, -38.671574271284044, -38.737686939537525 LBFGS Accumulation History: 3 points Removed measurement 1aed6f0b to history. Total: 4 th(0)=-38.737686939537525;dx=-3.7075192024101927E-6 Armijo: th(1312500.0000000005)=-38.344802965410054; dx=-2.4419925099187876E-6 evalInputDelta=-0.39288397412747145 New Minimum: -38.737686939537525 > -38.78808447252959 END: th(656250.0000000002)=-38.78808447252959; dx=-2.999875491699798E-6 evalInputDelta=0.05039753299206495 Fitness changed from -38.737686939537525 to -38.78808447252959 Iteration 15 complete. Error: -38.78808447252959 Total: 26.2249; Orientation: 0.3611; Line Search: 19.4113 Iteration 15 ![Iteration 15](etc/d4bff246-74db-440a-80d4-2427d10dd927.jpg) Adding measurement 6a1d1467 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.621e+04, gradient 1.892e-03, dot -0.915; [54996e53-36bc-48ae-a205-2cc13bc9a85c = 1.000/1.000e+00] Orientation rejected. Popping history element from -38.56793372053653, -38.671574271284044, -38.737686939537525, -38.78808447252959 LBFGS Accumulation History: 3 points Removed measurement 531ec2ca to history. Total: 4 th(0)=-38.78808447252959;dx=-3.5777994734838366E-6 Armijo: th(1413847.7653334243)=-38.31770389340818; dx=-2.2934429251138506E-6 evalInputDelta=-0.47038057912141085 New Minimum: -38.78808447252959 > -38.82363305520266 END: th(706923.8826667122)=-38.82363305520266; dx=-2.866207430083916E-6 evalInputDelta=0.035548582673072815 Fitness changed from -38.78808447252959 to -38.82363305520266 Iteration 16 complete. Error: -38.82363305520266 Total: 25.7148; Orientation: 0.3426; Line Search: 19.1905 Adding measurement 254e9709 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.705e+04, gradient 1.874e-03, dot -0.902; [54996e53-36bc-48ae-a205-2cc13bc9a85c = 1.000/1.000e+00] Orientation rejected. Popping history element from -38.671574271284044, -38.737686939537525, -38.78808447252959, -38.82363305520266 LBFGS Accumulation History: 3 points Removed measurement 2f07930a to history. Total: 4 th(0)=-38.82363305520266;dx=-3.511828471179572E-6 Armijo: th(1523021.3360291938)=-38.258498094044626; dx=-2.1858124015382296E-6 evalInputDelta=-0.5651349611580372 New Minimum: -38.82363305520266 > -38.846719374880195 END: th(761510.6680145969)=-38.846719374880195; dx=-2.7810022193608185E-6 evalInputDelta=0.02308631967753172 Fitness changed from -38.82363305520266 to -38.846719374880195 Iteration 17 complete. Error: -38.846719374880195 Total: 25.9783; Orientation: 0.5489; Line Search: 19.2848 Adding measurement 687b0ddc to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.812e+04, gradient 1.880e-03, dot -0.887; [54996e53-36bc-48ae-a205-2cc13bc9a85c = 1.000/1.000e+00] Orientation rejected. Popping history element from -38.737686939537525, -38.78808447252959, -38.82363305520266, -38.846719374880195 LBFGS Accumulation History: 3 points Removed measurement 298263fa to history. Total: 4 th(0)=-38.846719374880195;dx=-3.533125431050115E-6 Armijo: th(1640625.000000001)=-38.13282266352326; dx=-2.116178914581349E-6 evalInputDelta=-0.7138967113569379 Armijo: th(820312.5000000005)=-38.837244340218604; dx=-2.727191215644014E-6 evalInputDelta=-0.009475034661591053 New Minimum: -38.846719374880195 > -38.92801963631064 WOLFE (weak): th(273437.5000000002)=-38.92801963631064; dx=-3.2065886440042223E-6 evalInputDelta=0.08130026143044233 END: th(546875.0000000003)=-38.92402731254697; dx=-2.9611495027216006E-6 evalInputDelta=0.0773079376667738 Fitness changed from -38.846719374880195 to -38.92801963631064 Iteration 18 complete. Error: -38.92801963631064 Total: 38.5901; Orientation: 0.3446; Line Search: 31.9038 Adding measurement 95cecc5 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.763e+04, gradient 1.808e-03, dot -0.962; [54996e53-36bc-48ae-a205-2cc13bc9a85c = 1.000/1.000e+00] Orientation rejected. Popping history element from -38.78808447252959, -38.82363305520266, -38.846719374880195, -38.92801963631064 LBFGS Accumulation History: 3 points Removed measurement 6a1d1467 to history. Total: 4 th(0)=-38.92801963631064;dx=-3.2685212228279995E-6 Armijo: th(1178206.4711111872)=-38.72758147958666; dx=-2.3743622513900863E-6 evalInputDelta=-0.20043815672397614 New Minimum: -38.92801963631064 > -38.99169589485973 END: th(589103.2355555936)=-38.99169589485973; dx=-2.7758457957695493E-6 evalInputDelta=0.0636762585490942 Fitness changed from -38.92801963631064 to -38.99169589485973 Iteration 19 complete. Error: -38.99169589485973 Total: 25.8285; Orientation: 0.3398; Line Search: 19.2310 Adding measurement 154864f8 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.459e+04, gradient 1.773e-03, dot -0.932; [54996e53-36bc-48ae-a205-2cc13bc9a85c = 1.000/1.000e+00] Orientation rejected. Popping history element from -38.82363305520266, -38.846719374880195, -38.92801963631064, -38.99169589485973 LBFGS Accumulation History: 3 points Removed measurement 254e9709 to history. Total: 4 th(0)=-38.99169589485973;dx=-3.142912521831827E-6 Armijo: th(1269184.4466909952)=-38.73319644574076; dx=-2.2363068593825494E-6 evalInputDelta=-0.2584994491189718 New Minimum: -38.99169589485973 > -39.0423977682367 END: th(634592.2233454976)=-39.0423977682367; dx=-2.628008041699571E-6 evalInputDelta=0.05070187337696552 Fitness changed from -38.99169589485973 to -39.0423977682367 Iteration 20 complete. Error: -39.0423977682367 Total: 25.8092; Orientation: 0.3413; Line Search: 19.2383 Iteration 20 ![Iteration 20](etc/0d8fa9aa-b0cd-4ec2-8bf8-656242d7ef40.jpg) Final threshold in iteration 21: -39.0423977682367 (> -Infinity) after 587.595s (< 3600.000s)