CSTR-Edinburgh / merlin

This is now the official location of the Merlin project.
http://www.cstr.ed.ac.uk/projects/merlin/
Apache License 2.0
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CNTK vs theano vs tensorflow #155

Open pallashadow opened 7 years ago

pallashadow commented 7 years ago

CNTK is optimized platform for RNN ASR (automatic speech recognition). In terms of training and evaluation speed, CNTK has significant advantages over TensorFlow. A comparison made by researchers at HKBU (http://dlbench.comp.hkbu.edu.hk/, and article: https://arxiv.org/pdf/1608.07249.pdf) For GPU trainning, CNTK would have a linear speedup according to mini-batch size, thus would be 10 times faster than other deep learning platforms ( theano, tensorflow or torch).

Do you have any plan on CNTK?

ronanki commented 7 years ago

We are extending towards Keras and tensorflow at the moment. Any other backend is also welcome as a PR.

m-toman commented 7 years ago

I think CNTK now also supports Keras?

lshaton commented 7 years ago

Yes