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Allow on_host/2 to execute certain operations on host #1031

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josevalim opened this issue Dec 17, 2022 · 2 comments
Open

Allow on_host/2 to execute certain operations on host #1031

josevalim opened this issue Dec 17, 2022 · 2 comments
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area:defn Applies to defn area:exla Applies to EXLA

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@josevalim
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@josevalim
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For CPU offloading during training: https://huggingface.co/docs/transformers/main_classes/deepspeed

@josevalim josevalim added area:exla Applies to EXLA area:defn Applies to defn labels Jun 20, 2023
@josevalim
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Btw, we would implement this with infeed, but infeed is not supported in neither iree or cuda pjrt plugins at the moment. There may be a chance this needs to be implemented in a layer above (such as Axon).

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