Conclusions about efficiency
math.sin
is much faster than
numpy.sin
for scalar expressions
Callbacks to Python are extremely expensive
Python+NumPy is 1.5 times slower than pure Fortran
C and C++ run equally fast
C++ w/
MyArray
was only 7\% slower than pure F77
Minimize the no of callbacks to Python!