mirror of
https://github.com/huggingface/transformers.git
synced 2025-07-06 06:10:04 +06:00
bc6ae0d55e
* Use rocm 6.3 as base amd image and add nvidia-ml-py to exclude list * Align rocm base image with torch wheels @6.1. Seems like the most stable combo
35 lines
1.5 KiB
Docker
35 lines
1.5 KiB
Docker
FROM rocm/dev-ubuntu-22.04:6.1
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# rocm/pytorch has no version with 2.1.0
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LABEL maintainer="Hugging Face"
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ARG DEBIAN_FRONTEND=noninteractive
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RUN apt update && \
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apt install -y --no-install-recommends git libsndfile1-dev tesseract-ocr espeak-ng python3 python3-dev python3-pip python3-dev ffmpeg && \
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apt clean && \
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rm -rf /var/lib/apt/lists/*
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RUN python3 -m pip install --no-cache-dir --upgrade pip numpy
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RUN python3 -m pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/rocm6.1
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RUN python3 -m pip install --no-cache-dir --upgrade importlib-metadata setuptools ninja git+https://github.com/facebookresearch/detectron2.git pytesseract "itsdangerous<2.1.0"
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ARG REF=main
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WORKDIR /
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# Invalidate docker cache from here if new commit is available.
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ADD https://api.github.com/repos/huggingface/transformers/git/refs/heads/main version.json
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RUN git clone https://github.com/huggingface/transformers && cd transformers && git checkout $REF
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RUN python3 -m pip install --no-cache-dir -e ./transformers[dev-torch,testing,video]
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RUN python3 -m pip uninstall -y tensorflow flax
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# When installing in editable mode, `transformers` is not recognized as a package.
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# this line must be added in order for python to be aware of transformers.
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RUN cd transformers && python3 setup.py develop
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# Remove nvml and nvidia-ml-py as it is not compatible with ROCm. apex is not tested on NVIDIA either.
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RUN python3 -m pip uninstall py3nvml pynvml nvidia-ml-py apex -y
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