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Message #00161
Benchmark suite
I hacked together a proof of concept of a benchmark suite for the la
package. I expect it can be adapted to other packages. If you'd like
any changes to generalize it, push them to me or make a branch on
launchpad. I'm taking a break from la development, so I dumped my
prototype into la's sandbox:
http://bazaar.launchpad.net/~kwgoodman/larry/trunk/annotate/head:/sandbox/bench.py
http://bazaar.launchpad.net/~kwgoodman/larry/trunk/annotate/head:/sandbox/autotimeit.py
Example:
Benchmark la 0.2:
>> from bench import bench
>> la2 = bench(verbose=False)
>> la.save('/tmp/la2', la2, 'la2')
Benchmark la 0.3beta and calculate speed up factor relative to la 0.2:
>> from bench import bench
>> la3beta = bench(verbose=False)
>> la2 = la.load('/tmp/la2', 'la2')
>> la2 / la3beta
label_0
x + x
x + y
x.exp()
x.log()
x.merge(y, update=True)
x.morph(idx, axis=0)
x.power(q=2)
x.sqrt()
label_1
(1000,)
(500,500)
x
array([[ 141.44616248, 5.69072826],
[ 54.18538907, 9.44969135],
[ 43.29922116, 1.18683347],
[ 31.49478962, 1.12828079],
[ 40.59399862, 1.50505723],
[ 46.32767 , 2.3244576 ],
[ 56.32103173, 1.29797342],
[ 58.27247131, 1.27002216]])