diff options
Diffstat (limited to 'benchmarks/simpleindex.py')
-rw-r--r-- | benchmarks/simpleindex.py | 31 |
1 files changed, 19 insertions, 12 deletions
diff --git a/benchmarks/simpleindex.py b/benchmarks/simpleindex.py index 459861b05..1575daf34 100644 --- a/benchmarks/simpleindex.py +++ b/benchmarks/simpleindex.py @@ -5,21 +5,25 @@ import timeit # in the first place. N = 30 + code2 = r""" for k in xrange(%d): for l in xrange(%d): res = a[k,l].item() + a[l,k].item() """ % (N,N) + code3 = r""" for k in xrange(%d): for l in xrange(%d): res = a[k][l] + a[l][k] """ % (N,N) + code = r""" for k in xrange(%d): for l in xrange(%d): res = a[k,l] + a[l,k] """ % (N,N) + setup3 = r""" import random a = [[None for k in xrange(%d)] for l in xrange(%d)] @@ -27,16 +31,19 @@ for k in xrange(%d): for l in xrange(%d): a[k][l] = random.random() """ % (N,N,N,N) -t1 = timeit.Timer(code, 'import numpy as N; a = N.random.rand(%d,%d)' % (N,N)) -t2 = timeit.Timer(code, 'import MLab as N; a=N.rand(%d,%d)' % (N,N)) -t3 = timeit.Timer(code, 'import numarray.mlab as N; a=N.rand(%d,%d)' % (N,N)) -t4 = timeit.Timer(code2, 'import numpy as N; a = N.random.rand(%d,%d)' % (N,N)) -t5 = timeit.Timer(code3, setup3) -t6 = timeit.Timer("res = a + a.transpose()","import numpy as N; a=N.random.rand(%d,%d)" % (N,N)) + +numpy_timer1 = timeit.Timer(code, 'import numpy as np; a = np.random.rand(%d,%d)' % (N,N)) +numeric_timer = timeit.Timer(code, 'import MLab as np; a=np.rand(%d,%d)' % (N,N)) +numarray_timer = timeit.Timer(code, 'import numarray.mlab as np; a=np.rand(%d,%d)' % (N,N)) +numpy_timer2 = timeit.Timer(code2, 'import numpy as np; a = np.random.rand(%d,%d)' % (N,N)) +python_timer = timeit.Timer(code3, setup3) +numpy_timer3 = timeit.Timer("res = a + a.transpose()","import numpy as np; a=np.random.rand(%d,%d)" % (N,N)) + print "shape = ", (N,N) -print "NumPy 1: ", t1.repeat(3,100) -print "NumPy 2: ", t4.repeat(3,100) -print "Numeric: ", t2.repeat(3,100) -print "Numarray: ", t3.repeat(3,100) -print "Python: ", t5.repeat(3,100) -print "Optimized: ", t6.repeat(3,100) +print "NumPy 1: ", numpy_timer1.repeat(3,100) +print "NumPy 2: ", numpy_timer2.repeat(3,100) +print "Numeric: ", numeric_timer.repeat(3,100) +print "Numarray: ", numarray_timer.repeat(3,100) +print "Python: ", python_timer.repeat(3,100) +print "Optimized: ", numpy_timer3.repeat(3,100) + |