methodfinal fgradient normstepstimetermination reason
GradientDescent0.00000 0.00157 20100:00:00.00297reached_iteration_limit
GradientDescentW0.00001 0.00563 20100:00:00.00616reached_iteration_limit
ModifiedNewton0.00000 0.00001 700:00:00.00089reached_stationary_point
ModifiedNewtonW0.00000 0.00005 700:00:00.00076reached_stationary_point
NewtonCG0.00000 0.00000 1200:00:00.00040reached_stationary_point
NewtonCGW0.00000 0.00001 800:00:00.00030reached_stationary_point
BFGS0.00000 0.00000 1700:00:00.00047reached_stationary_point
BFGSW0.00000 0.00002 1500:00:00.00048reached_stationary_point
DFP0.00000 0.00009 4300:00:00.00112reached_stationary_point
DFPW0.00000 0.00002 2200:00:00.00066reached_stationary_point
LBFGS0.00000 0.00005 3300:00:00.00105reached_stationary_point
LBFGSW0.00000 0.00009 1600:00:00.00058reached_stationary_point