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Using uv with PyTorch

(docs.astral.sh)
167 points charliermarsh | 1 comments | 19 Nov 24 21:59 UTC | HN request time: 0s | source
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gdiamos ◴[19 Nov 24 23:06 UTC] No.42189027[source]▶
uv significantly speeds up my pytorch in docker builds

  # Setup virtual env
  ENV VIRTUAL_ENV=/app/.venv
  ENV PATH="$VIRTUAL_ENV/bin:$PATH"
  RUN python3 -m venv $VIRTUAL_ENV
  RUN . $VIRTUAL_ENV/bin/activate

  # install using uv
  RUN pip install uv
  RUN uv pip install torch==${TORCH_VERSION} --index-url https://download.pytorch.org/whl/cpu
The index-url makes it really convenient.
replies(3): >>42189326 #>>42189506 #>>42190557 #
orf ◴[19 Nov 24 23:48 UTC] No.42189326[source]▶
Use —copy-from to make it even faster, and use a cache mount

https://docs.astral.sh/uv/guides/integration/docker/#install...

replies(1): >>42190399 #
1. odie5533 ◴[20 Nov 24 02:46 UTC] No.42190399[source]▶
Also use pyproject.toml to specify dependencies, not manually installing stuff with uv pip