I sometimes want to benchmark Theano, either to compare different versions of Theano, or to compare two different computing environment with the same version of Theano. Is there any Theano code I could use to benchmark the main functions of Theano? I plan to use Theano only for artificial neural networks (RNN and CNN).
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Theano has a check_blas.py which can benchmark your BLAS computing capability.
For CNN, try convnet-benchmarks. I used to benchmark tensorflow with it, you can have a try.
For RNN, take a look at rnn-benchmarks
Icyblade
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