Implement torch.Tensor APIs for TorchRec wrappers #3096
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
facebook-github-bot
added
the
CLA Signed
|
This pull request was exported from Phabricator. Differential Revision: D75553113 |
|
This pull request was exported from Phabricator. Differential Revision: D75553113 |
iamzainhuda
force-pushed
the
export-D75553113
branch
from
0d288a2 to
150c77a
Compare
iamzainhuda
pushed a commit
to iamzainhuda/torchrec
that referenced
this pull request
Jun 13, 2025
Summary: Pull Request resolved: pytorch#3096 ### Diff Context Sometime trainer `state_dict` input to checkpointing can contain `LocalShardsWrapper` from TorchRec, which is a `torch.Tensor`. However, it doesn't implement some `torch.Tensor` operations like `copy_`, `zeros_like`, `empty_like`. This diff aims to implement those. Reviewed By: iamzainhuda Differential Revision: D75553113
|
This pull request was exported from Phabricator. Differential Revision: D75553113 |
iamzainhuda
pushed a commit
to iamzainhuda/torchrec
that referenced
this pull request
Jun 13, 2025
Summary: Pull Request resolved: pytorch#3096 ### Diff Context Sometime trainer `state_dict` input to checkpointing can contain `LocalShardsWrapper` from TorchRec, which is a `torch.Tensor`. However, it doesn't implement some `torch.Tensor` operations like `copy_`, `zeros_like`, `empty_like`. This diff aims to implement those. Reviewed By: iamzainhuda Differential Revision: D75553113
iamzainhuda
force-pushed
the
export-D75553113
branch
from
150c77a to
f09b8db
Compare
Summary: Pull Request resolved: pytorch#3096 ### Diff Context Sometime trainer `state_dict` input to checkpointing can contain `LocalShardsWrapper` from TorchRec, which is a `torch.Tensor`. However, it doesn't implement some `torch.Tensor` operations like `copy_`, `zeros_like`, `empty_like`. This diff aims to implement those. Reviewed By: iamzainhuda Differential Revision: D75553113
|
This pull request was exported from Phabricator. Differential Revision: D75553113 |
iamzainhuda
force-pushed
the
export-D75553113
branch
from
f09b8db to
464243f
Compare
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Summary:
Diff Context
Sometime trainer
state_dictinput to checkpointing can containLocalShardsWrapperfrom TorchRec, which is atorch.Tensor. However, it doesn't implement sometorch.Tensoroperations likecopy_,zeros_like,empty_like. This diff aims to implement those.Reviewed By: iamzainhuda
Differential Revision: D75553113