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PyTorch Data-loader with Rust-backend.#117

Merged
benjaminrwilson merged 123 commits intomainfrom
feature/rust
Mar 20, 2023
Merged

PyTorch Data-loader with Rust-backend.#117
benjaminrwilson merged 123 commits intomainfrom
feature/rust

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@benjaminrwilson benjaminrwilson commented Mar 11, 2023

PR Summary

This PR adds a PyTorch data-loader that includes a backend written in Rust (for speed and correctness). Additionally, this switches the build process to use maturin for cross-compatibility with Rust.

Testing

In order to ensure this PR works as intended, it is:

  • unit tested.
  • other or not applicable (additional detail/rationale required)

Compliance with Standards

As the author, I certify that this PR conforms to the following standards:

  • Code changes conform to PEP8 and docstrings conform to the Google Python style guide.
  • A well-written summary explains what was done and why it was done.
  • The PR is adequately tested and the testing details and links to external results are included.

@benjaminrwilson benjaminrwilson changed the title Rust-backed Torch Dataloader PyTorch Data-loader with Rust-backend. Mar 19, 2023
@benjaminrwilson benjaminrwilson merged commit 75eb937 into main Mar 20, 2023
@benjaminrwilson benjaminrwilson deleted the feature/rust branch March 20, 2023 03:04
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