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Multicore CPU Support? #63

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chrisspen opened this issue Aug 8, 2020 · 2 comments
Open

Multicore CPU Support? #63

chrisspen opened this issue Aug 8, 2020 · 2 comments

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@chrisspen
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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.

@ottokart
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ottokart commented Sep 1, 2020

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
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ottokart commented Sep 1, 2020

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

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