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titu1994 avatar titu1994 commented on May 27, 2024

Could you put it to a separate pr ? Let's keep prs small / medium sized and focussed so we can debug them if they cause issues later.

from nemo.

titu1994 avatar titu1994 commented on May 27, 2024

Also, don't make the assumption that a GPU will always be there (or that cuda graphs are supported). We can have fast paths for those cases when GPU is available or cudapython 12.3 and above is installed via conda / pip but they aren't guaranteed.

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galv avatar galv commented on May 27, 2024

[don't make the assumption] that cuda graphs are supported

It is good practice to avoid synchronizing with the CPU in general, with GPU code. If we do that, we can get cuda graphs "for free". No part of that is building in cuda graphs as a requirement to do execution.

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