Reset training subject: 10324677438869 Reset training subject: 10332567821387 Adding measurement 728c44fb to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=-0.30376628041267395;dx=-2.0593143789401408E-8 Armijo: th(2.154434690031884)=-0.30376628041267395; dx=-2.0676474311076375E-8 evalInputDelta=0.0 Armijo: th(1.077217345015942)=-0.30376625061035156; dx=-2.066616033628076E-8 evalInputDelta=-2.9802322387695312E-8 Armijo: th(0.3590724483386473)=-0.3037661910057068; dx=-2.0678201904937102E-8 evalInputDelta=-8.940696716308594E-8 Armijo: th(0.08976811208466183)=-0.3037661910057068; dx=-2.0675374698015716E-8 evalInputDelta=-8.940696716308594E-8 New Minimum: -0.30376628041267395 > -0.3037663400173187 WOLFE (weak): th(0.017953622416932366)=-0.3037663400173187; dx=-2.06737660332477E-8 evalInputDelta=5.9604644775390625E-8 Armijo: th(0.0538608672507971)=-0.3037662208080292; dx=-2.0676831588728684E-8 evalInputDelta=-5.9604644775390625E-8 Armijo: th(0.03590724483386473)=-0.30376628041267395; dx=-2.067424792774061E-8 evalInputDelta=0.0 Armijo: th(0.02693043362539855)=-0.30376625061035156; dx=-2.0681081590907417E-8 evalInputDelta=-2.9802322387695312E-8 Armijo: th(0.022442028021165458)=-0.30376625061035156; dx=-2.067913569472302E-8 evalInputDelta=-2.9802322387695312E-8 WOLFE (weak): th(0.020197825219048914)=-0.30376631021499634; dx=-2.0685242277766456E-8 evalInputDelta=2.9802322387695312E-8 Armijo: th(0.021319926620107184)=-0.30376625061035156; dx=-2.0672565587406383E-8 evalInputDelta=-2.9802322387695312E-8 WOLFE (weak): th(0.02075887591957805)=-0.30376631021499634; dx=-2.067887777752007E-8 evalInputDelta=2.9802322387695312E-8 Armijo: th(0.021039401269842616)=-0.30376625061035156; dx=-2.0680125327959352E-8 evalInputDelta=-2.9802322387695312E-8 Armijo: th(0.020899138594710334)=-0.30376625061035156; dx=-2.066677706798497E-8 evalInputDelta=-2.9802322387695312E-8 Armijo: th(0.02082900725714419)=-0.30376625061035156; dx=-2.067705564802326E-8 evalInputDelta=-2.9802322387695312E-8 Armijo: th(0.02079394158836112)=-0.30376625061035156; dx=-2.0681277299041634E-8 evalInputDelta=-2.9802322387695312E-8 WOLFE (weak): th(0.020776408753969584)=-0.30376631021499634; dx=-2.0677071640881208E-8 evalInputDelta=2.9802322387695312E-8 Armijo: th(0.020785175171165352)=-0.30376625061035156; dx=-2.0675777219333568E-8 evalInputDelta=-2.9802322387695312E-8 WOLFE (weak): th(0.02078079196256747)=-0.30376631021499634; dx=-2.0672334160669897E-8 evalInputDelta=2.9802322387695312E-8 WOLFE (weak): th(0.020782983566866413)=-0.30376631021499634; dx=-2.067569295501739E-8 evalInputDelta=2.9802322387695312E-8 WOLFE (weak): th(0.020784079369015884)=-0.30376631021499634; dx=-2.0677305677024126E-8 evalInputDelta=2.9802322387695312E-8 Armijo: th(0.020784627270090617)=-0.30376625061035156; dx=-2.0679314698034965E-8 evalInputDelta=-2.9802322387695312E-8 WOLFE (weak): th(0.02078435331955325)=-0.30376631021499634; dx=-2.0678758442603797E-8 evalInputDelta=2.9802322387695312E-8 Armijo: th(0.020784490294821933)=-0.30376625061035156; dx=-2.0675278645482646E-8 evalInputDelta=-2.9802322387695312E-8 mu ~= nu (0.02078435331955325): th(0.017953622416932366)=-0.3037663400173187 Fitness changed from -0.30376628041267395 to -0.3037663400173187 Iteration 1 complete. Error: -0.3037663400173187 Total: 238.2399; Orientation: 0.0360; Line Search: 213.2308 Iteration 1 ![Iteration 1](etc/58edd061-fd59-4bb0-ac01-ffa5de4dd019.jpg) Adding measurement 19da9c7f to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=-0.3037663400173187;dx=-2.0680337846694434E-8 Armijo: th(0.044778679353660124)=-0.30376628041267395; dx=-2.067464439342096E-8 evalInputDelta=-5.9604644775390625E-8 Armijo: th(0.022389339676830062)=-0.30376625061035156; dx=-2.0679109212791314E-8 evalInputDelta=-8.940696716308594E-8 Armijo: th(0.007463113225610021)=-0.30376625061035156; dx=-2.067601200079241E-8 evalInputDelta=-8.940696716308594E-8 WOLFE (weak): th(0.0018657783064025052)=-0.3037663400173187; dx=-2.0675637083724653E-8 evalInputDelta=0.0 Armijo: th(0.004664445766006263)=-0.30376628041267395; dx=-2.0673040388920302E-8 evalInputDelta=-5.9604644775390625E-8 Armijo: th(0.0032651120362043842)=-0.30376625061035156; dx=-2.0676837595936864E-8 evalInputDelta=-8.940696716308594E-8 Armijo: th(0.002565445171303445)=-0.30376631021499634; dx=-2.0677889523065757E-8 evalInputDelta=-2.9802322387695312E-8 Armijo: th(0.002215611738852975)=-0.30376631021499634; dx=-2.0672695377834757E-8 evalInputDelta=-2.9802322387695312E-8 Armijo: th(0.0020406950226277403)=-0.30376631021499634; dx=-2.0672715284990602E-8 evalInputDelta=-2.9802322387695312E-8 Armijo: th(0.0019532366645151227)=-0.30376631021499634; dx=-2.0669550547833062E-8 evalInputDelta=-2.9802322387695312E-8 WOLFE (weak): th(0.001909507485458814)=-0.3037663400173187; dx=-2.0591832547152522E-8 evalInputDelta=0.0 WOLFE (weak): th(0.0019313720749869682)=-0.3037663400173187; dx=-2.067091835306312E-8 evalInputDelta=0.0 WOLFE (weak): th(0.0019423043697510455)=-0.3037663400173187; dx=-2.0620102808058987E-8 evalInputDelta=0.0 WOLFE (weak): th(0.0019477705171330841)=-0.3037663400173187; dx=-2.0678842400000118E-8 evalInputDelta=0.0 WOLFE (weak): th(0.0019505035908241033)=-0.3037663400173187; dx=-2.0678154199112354E-8 evalInputDelta=0.0 WOLFE (weak): th(0.001951870127669613)=-0.3037663400173187; dx=-2.0614845953436882E-8 evalInputDelta=0.0 WOLFE (weak): th(0.0019525533960923678)=-0.3037663400173187; dx=-2.067067256658085E-8 evalInputDelta=0.0 WOLFE (weak): th(0.0019528950303037453)=-0.3037663400173187; dx=-2.0683331760420192E-8 evalInputDelta=0.0 Armijo: th(0.001953065847409434)=-0.30376631021499634; dx=-2.0677392053867474E-8 evalInputDelta=-2.9802322387695312E-8 Armijo: th(0.0019529804388565895)=-0.30376631021499634; dx=-2.0676894056831176E-8 evalInputDelta=-2.9802322387695312E-8 WOLFE (weak): th(0.0019529377345801674)=-0.3037663400173187; dx=-2.067224315690385E-8 evalInputDelta=0.0 Armijo: th(0.0019529590867183783)=-0.30376631021499634; dx=-2.0678390852372785E-8 evalInputDelta=-2.9802322387695312E-8 WOLFE (weak): th(0.0019529484106492728)=-0.3037663400173187; dx=-2.0670902068251237E-8 evalInputDelta=0.0 mu ~= nu (0.0019529484106492728): th(0.0)=-0.3037663400173187 Fitness changed from -0.3037663400173187 to -0.3037663400173187 Static Iteration Total: 215.4404; Orientation: 0.0353; Line Search: 206.8573 Iteration 2 failed. Error: -0.3037663400173187 Previous Error: 0.0 -> -0.3037663400173187 Retrying iteration 2 Reset training subject: 10778357834136 Adding measurement 6845ba3b to history. Total: 0 LBFGS Accumulation History: 1 points th(0)=-0.3037663400173187;dx=-2.067303820186539E-8 Armijo: th(0.004207511304192243)=-0.30376628041267395; dx=-2.067480845799142E-8 evalInputDelta=-5.9604644775390625E-8 Armijo: th(0.0021037556520961216)=-0.30376631021499634; dx=-2.0661406927263576E-8 evalInputDelta=-2.9802322387695312E-8 Armijo: th(7.012518840320406E-4)=-0.30376628041267395; dx=-2.066328222797361E-8 evalInputDelta=-5.9604644775390625E-8 WOLFE (weak): th(1.7531297100801014E-4)=-0.3037663400173187; dx=-2.067293007686327E-8 evalInputDelta=0.0 WOLFE (weak): th(4.3828242752002537E-4)=-0.3037663400173187; dx=-2.066955361462279E-8 evalInputDelta=0.0 Armijo: th(5.69767155776033E-4)=-0.30376631021499634; dx=-2.0670429183798712E-8 evalInputDelta=-2.9802322387695312E-8 Armijo: th(5.040247916480292E-4)=-0.30376631021499634; dx=-2.0644804842751587E-8 evalInputDelta=-2.9802322387695312E-8 Armijo: th(4.711536095840273E-4)=-0.30376631021499634; dx=-2.0666498381636896E-8 evalInputDelta=-2.9802322387695312E-8 WOLFE (weak): th(4.5471801855202635E-4)=-0.3037663400173187; dx=-2.067179006723265E-8 evalInputDelta=0.0 WOLFE (weak): th(4.629358140680268E-4)=-0.3037663400173187; dx=-2.066726826204666E-8 evalInputDelta=0.0 Armijo: th(4.6704471182602706E-4)=-0.30376631021499634; dx=-2.0672468439662012E-8 evalInputDelta=-2.9802322387695312E-8 Armijo: th(4.649902629470269E-4)=-0.30376631021499634; dx=-2.067654026975671E-8 evalInputDelta=-2.9802322387695312E-8 Armijo: th(4.639630385075269E-4)=-0.30376631021499634; dx=-2.067225298319931E-8 evalInputDelta=-2.9802322387695312E-8 Armijo: th(4.6344942628777683E-4)=-0.30376631021499634; dx=-2.0660579028917722E-8 evalInputDelta=-2.9802322387695312E-8 WOLFE (weak): th(4.6319262017790184E-4)=-0.3037663400173187; dx=-2.0670673019778416E-8 evalInputDelta=0.0 Armijo: th(4.633210232328393E-4)=-0.30376631021499634; dx=-2.067637645949889E-8 evalInputDelta=-2.9802322387695312E-8 WOLFE (weak): th(4.632568217053706E-4)=-0.3037663400173187; dx=-2.0636206084225356E-8 evalInputDelta=0.0 Armijo: th(4.6328892246910497E-4)=-0.30376631021499634; dx=-2.0627186586354418E-8 evalInputDelta=-2.9802322387695312E-8 WOLFE (weak): th(4.6327287208723774E-4)=-0.3037663400173187; dx=-2.067156049090791E-8 evalInputDelta=0.0 Armijo: th(4.6328089727817136E-4)=-0.30376628041267395; dx=-2.066980783024542E-8 evalInputDelta=-5.9604644775390625E-8 Armijo: th(4.632768846827046E-4)=-0.30376628041267395; dx=-2.0666239657925E-8 evalInputDelta=-5.9604644775390625E-8 mu ~= nu (4.6327287208723774E-4): th(0.0)=-0.3037663400173187 Fitness changed from -0.3037663400173187 to -0.3037663400173187 Static Iteration Total: 207.0845; Orientation: 0.0361; Line Search: 189.9864 Iteration 3 failed. Error: -0.3037663400173187 Previous Error: 0.0 -> -0.3037663400173187 Optimization terminated 3 Final threshold in iteration 3: -0.3037663400173187 (> -Infinity) after 660.765s (< 3600.000s)