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How to setup the project

  1. Install uv
curl -LsSf https://astral.sh/uv/install.sh | sh
  1. Setup Environment
uv sync
  1. Setup pre-commit hook
uv run prek install

How to make changes

It's not allowed to push to the main branch directly. Please open a Pull request for review.

  1. Make a new branch
  2. Modify your code, make commits
  3. Push to remote
  4. Draft a pull request and wait for review

Impelmentation details

  1. The fit and normalize method should take in a cupy array with shape of (B, C, H, W)
  2. Add your implementation to the tests
  3. Add a benchmark script
  4. Add a visualization script to run against the image in the data folder, compare it to existing implementation

About test data

There is one target.png for the fit method and five test_*.png for the normalize method.