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[REQUEST] Extend offload_states to support models with cpu-based optimizer #6596

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kfertakis opened this issue Oct 1, 2024 · 0 comments
Open

[REQUEST] Extend offload_states to support models with cpu-based optimizer #6596

kfertakis opened this issue Oct 1, 2024 · 0 comments
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enhancement New feature or request

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@kfertakis
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Is your feature request related to a problem? Please describe.
The issue is related to #5620 and #6011. The new offload_states API works only with FusedAdam GPU optimizer. Currently there is no way to offload a trainable model that is using a CPU-based optimizer like DeepSpeedCPUAdam.

Describe the solution you'd like
Extend #6011 to support offloading of a model configured with CPU-based DeepSpeedCPUAdam optimizer.

Thanks,
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@kfertakis