docker/transformers-pytorch-amd-gpu/Dockerfile

FROM rocm/dev-ubuntu-20.04:5.6
# rocm/pytorch has no version with 2.1.0
LABEL maintainer="Hugging Face"

ARG DEBIAN_FRONTEND=noninteractive

ARG PYTORCH='2.1.0'
ARG TORCH_VISION='0.16.0'
ARG TORCH_AUDIO='2.1.0'
ARG ROCM='5.6'

RUN apt update && \
    apt install -y --no-install-recommends git libsndfile1-dev tesseract-ocr espeak-ng python3 python3-dev python3-pip ffmpeg && \
    apt clean && \
    rm -rf /var/lib/apt/lists/*

RUN python3 -m pip install --no-cache-dir --upgrade pip

RUN python3 -m pip install torch==$PYTORCH torchvision==$TORCH_VISION torchaudio==$TORCH_AUDIO --index-url https://download.pytorch.org/whl/rocm$ROCM

RUN python3 -m pip install --no-cache-dir --upgrade pip setuptools ninja git+https://github.com/facebookresearch/detectron2.git pytesseract "itsdangerous<2.1.0"

ARG REF=main
WORKDIR /

# Invalidate docker cache from here if new commit is available.
ADD https://api.github.com/repos/huggingface/transformers/git/refs/heads/main version.json
RUN git clone https://github.com/huggingface/transformers && cd transformers && git checkout $REF

RUN python3 -m pip install --no-cache-dir -e ./transformers[dev-torch,testing,video]

RUN python3 -m pip uninstall -y tensorflow flax

# When installing in editable mode, `transformers` is not recognized as a package.
# this line must be added in order for python to be aware of transformers.
RUN cd transformers && python3 setup.py develop

# Remove nvml as it is not compatible with ROCm
RUN python3 -m pip uninstall py3nvml pynvml -y