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@TroyGarden TroyGarden commented Oct 10, 2025

Summary:

context

  • make the planner configurable via config
  • make the model input configurable via config
  • SSD offloading enabled
image

NOTE: currently there's no pipeline optimization for SSD prefetch, so the SSD lookup is expeced to be very long.

trace

Differential Revision: D84298150

@meta-cla meta-cla bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label Oct 10, 2025
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meta-codesync bot commented Oct 10, 2025

@TroyGarden has exported this pull request. If you are a Meta employee, you can view the originating Diff in D84298150.

@TroyGarden TroyGarden changed the title move sharding/planner and model input generation into config [SSD offloading] move sharding/planner and model input generation into config Oct 10, 2025
TroyGarden added a commit to TroyGarden/torchrec that referenced this pull request Oct 10, 2025
…torch#3448)

Summary:
Pull Request resolved: meta-pytorch#3448

# context
* make the planner configurable via config
* make the model input configurable via config
* SSD offloading enabled
 {F1982627020}
> NOTE: currently there's no pipeline optimization for SSD prefetch, so the SSD lookup is expeced to be very long.

[trace](https://drive.google.com/file/d/1CshrtpIip_yd_gYbso_ddFOVVw42V8JR/view?usp=sharing)

Differential Revision: D84298150
…torch#3448)

Summary:
Pull Request resolved: meta-pytorch#3448

# context
* make the planner configurable via config
* make the model input configurable via config
* SSD offloading enabled
 {F1982627020}
> NOTE: currently there's no pipeline optimization for SSD prefetch, so the SSD lookup is expeced to be very long.

[trace](https://drive.google.com/file/d/1CshrtpIip_yd_gYbso_ddFOVVw42V8JR/view?usp=sharing)

Differential Revision: D84298150
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