Python-Performance reuslts

matmul.log

/RunMatmul.py 
Fortran -->
 GCC version 6.2.0
 --param l1-cache-size=32 --param l1-cache-line-size=64 --param l2-cache-size=35840 -mtune=broadwell -march=x86-64 -auxbase-strip CMakeFiles/matmul.dir/matmul.f90.o -g -O3 -Wall -Werror=array-bounds -Wextra -Wpedantic
     double DGEMM (sec):   0.753308
     single SGEMM (sec):  25.260954
 double intrinsic (sec):   0.411206
 single intrinsic (sec):   0.206234
 
--> Julia 0.6.2
Trial(64.440 ms)


 --> GDL
WARNING:root:GDL executable not found

 --> IDL
IDL 8.6.0 (linux x86_64 m64).
 
% Compiled module: MATMUL.
matmul:      0.084970951 seconds.

--> Octave 4.0.2
0.79003 seconds for N=1000
 
--> Matlab 9.4
0.057896 seconds for N=1000

--> Python 3.6.3
0.051006 seconds for N=1000

pisum.log

./RunPisum.py 

--> C
pisum: 4.686e-02 seconds   pi=3.141592

--> Fortran.  N=     1000000 using  1 images
 GCC version 6.2.0
 --param l1-cache-size=32 --param l1-cache-line-size=64 --param l2-cache-size=35840 -mtune=broadwell -march=x86-64 -auxbase-strip CMakeFiles/pisumfort.dir/pisum.f90.o -g -Wall -Werror=array-bounds -Wextra -Wpedantic
Iteration:   1.3808E-02 sec.
Mandelbrote:  1.1650E-03 sec.
pisum:  4.9062E-02 sec.

--> Julia 0.6.2
simple_iter
Trial(2.250 ms)
pisum
Trial(58.291 ms)

 --> GDL
WARNING:root:GDL executable not found

 --> IDL
IDL 8.6.0 (linux x86_64 m64).
% Compiled module: PISUM.
pisum:    2.7219009e-01 seconds.  N=     1000000

--> Octave 4.0.2
simple_iter 0.033646 sec.
mandelbrot 0.11367 sec.
pisum 3.2266 sec.

--> Matlab 9.4
simple_iter 0.016493 sec.
mandelbrot 0.00098971 sec.
pisum 0.031376 sec.

--> Numba 0.36.2+0.g540650d.dirty
4.650e-02 seconds.
--> Python 3.6.3
5.436e-01 seconds.
--> Cython  0.27.3
2.818e-02 seconds.