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mesnilgr avatar mesnilgr commented on July 3, 2024

how long does it take on your pc to run with nh=100?
if it takes more than 40 seconds then check your Theano install.

complexity grows quadratically with nh. the way to speed that up would be to use sth different than Theano (one of the fastest being http://www.fit.vutbr.cz/~imikolov/rnnlm/)

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wendysalonika avatar wendysalonika commented on July 3, 2024

thanks for your response,
each epoch takes eg.35-39 for nh=100 secs
and for nh=200 the same epoch could be (about) 100 or even 120 secs

i was wondering if a GPU would help

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mesnilgr avatar mesnilgr commented on July 3, 2024

the code is not optimized for GPU but you may get a little speed-up.
you would have to integrate mini-batches in order to obtain a decent speed-up on GPU.

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wendysalonika avatar wendysalonika commented on July 3, 2024

thnx
I appreciate your help

from is13.

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