Add tensor methods for cast, copy, and shape manipulation ops #688
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
![github-actions[bot]](https://avatars.githubusercontent.com/in/15368?s=60&v=4){kind=small}
There was a problem hiding this comment.
⚠️ Performance Alert ⚠️
Possible performance regression was detected for benchmark.
Benchmark result of this commit is worse than the previous benchmark result exceeding threshold 1.10.
| Benchmark suite | Current: 7b3ec36 | Previous: a6e0c35 | Ratio |
|---|---|---|---|
tests/performance/test_perf.py::test_perf_regression[linear_block-float16] |
6473.147359455753 iter/sec (stddev: 0.00005763634404023076) |
7569.409541561832 iter/sec (stddev: 0.000025183510453729994) |
1.17 |
This comment was automatically generated by workflow using github-action-benchmark.
pranavm-nvidia
approved these changes
Aug 11, 2025
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Outdated suggestions cannot be applied.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.
Currently all operations are implemented as free functions, giving consistency to the API. To improve the user experience, readability, and transfer from other frameworks, we are adding a subset of operations to also be available as tensor methods. Currently, we are including operations that don't modify the underlying data, instead changing attributes like the device, datatype, or view. These are frequently "chained" operations in frameworks like torch, improving the transfer experience and readability.