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Multicore CPU Support?

Open chrisspen opened this issue 5 years ago • 2 comments

Is there any way to optimize training for systems without a GPU?

I'm attempting to train on a system with 8 cores, but no GPU, and I notice it's only using a single core. I didn't expect it to be super efficient without a GPU, but I thought it would at least take advantage of all the cores available.

chrisspen avatar Aug 08 '20 16:08 chrisspen

Punctuator uses Theano and it should support multiple cores to some extent http://deeplearning.net/software/theano/tutorial/multi_cores.html# , but I personally haven't experimented with training on CPU

ottokart avatar Sep 01 '20 14:09 ottokart

You can also check if you have better luck using Tensorflow version: https://github.com/cadia-lvl/punctuation-prediction/tree/master/punctuator2tf2

ottokart avatar Sep 01 '20 14:09 ottokart