Guanhua/partial offload rebase v2 (#590)#4636
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Co-authored-by: Olatunji Ruwase <olruwase@microsoft.com> Co-authored-by: Jeff Rasley <jerasley@microsoft.com>
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This PR is the blog for ZeRO-Offload++, it describes the details of how our new Twin-Flow feature works and its performance numbers on both DGX-A100 and DGX-H100 machines. Corresponding code PR is #4636 cc @jeffra @awan-10 @tjruwase @mrwyattii --------- Co-authored-by: Jeff Rasley <jerasley@microsoft.com>
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This PR introduces Twin-Flow feature of ZeRO-Offload++, which improves e2e training iteration time by up to 6x on DGX-H100s. This PR includes: * Twin-Flow implementation inside ZeRO optimizer * json config tutorial * example using deepspeed * unit tests cc @jeffra @awan-10 @tjruwase @mrwyattii Co-authored-by: Olatunji Ruwase <olruwase@microsoft.com> Co-authored-by: Jeff Rasley <jerasley@microsoft.com>
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This PR is the blog for ZeRO-Offload++, it describes the details of how our new Twin-Flow feature works and its performance numbers on both DGX-A100 and DGX-H100 machines. Corresponding code PR is deepspeedai#4636 cc @jeffra @awan-10 @tjruwase @mrwyattii --------- Co-authored-by: Jeff Rasley <jerasley@microsoft.com>
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This PR introduces Twin-Flow feature of ZeRO-Offload++, which improves e2e training iteration time by up to 6x on DGX-H100s.
This PR includes:
cc @jeffra @awan-10 @tjruwase @mrwyattii