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docker/transformers-pytorch-amd-gpu/Dockerfile

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+FROM rocm/pytorch:rocm7.2.2_ubuntu22.04_py3.10_pytorch_release_2.10.0
+LABEL maintainer="Hugging Face"
+
+ARG DEBIAN_FRONTEND=noninteractive
+
+RUN apt update && \
+    apt install -y --no-install-recommends git libsndfile1-dev tesseract-ocr espeak-ng python3 python3-dev python3-pip python3-dev ffmpeg git-lfs libjpeg-turbo8-dev libpng-dev zlib1g-dev && \
+    apt clean && \
+    rm -rf /var/lib/apt/lists/*
+
+RUN git lfs install
+
+RUN python3 -m pip install --no-cache-dir --upgrade pip numpy importlib-metadata setuptools wheel ninja pytesseract "itsdangerous<2.1.0"
+
+# Rebuild torchvision so decode_image has libjpeg and ROCm image ops stay on GPU.
+RUN python3 -m pip install --no-cache-dir "setuptools<81" pybind11
+RUN TV_VERSION=$(python3 -c "import torchvision; print(torchvision.__version__.split('+')[0])") && \
+    python3 -m pip uninstall -y torchvision && \
+    git clone --depth 1 --branch "v${TV_VERSION}" https://github.com/pytorch/vision.git /tmp/vision && \
+    cd /tmp/vision && \
+    sed -i -E 's|list\(CSRS_DIR\.glob\("([^"]+\.cpp)"\)\)|[p for p in CSRS_DIR.glob("\1") if not p.name.endswith("_hip.cpp")]|g' setup.py && \
+    FORCE_CUDA=1 TORCHVISION_USE_FFMPEG=0 TORCHVISION_USE_VIDEO_CODEC=0 \
+    python3 -m pip install --no-cache-dir --no-build-isolation -v . && \
+    cd / && rm -rf /tmp/vision
+
+RUN python3 -m pip install --no-cache-dir --no-build-isolation git+https://github.com/facebookresearch/detectron2.git
+
+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
+
+# Install transformers
+RUN python3 -m pip install --no-cache-dir -e ./transformers[dev,testing,video,audio]
+
+# 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 and nvidia-ml-py as it is not compatible with ROCm. apex is not tested on NVIDIA either.
+RUN python3 -m pip uninstall py3nvml pynvml nvidia-ml-py apex -y
+
+# `kernels` may causes many failing tests
+RUN python3 -m pip uninstall -y kernels
+
+# On ROCm, torchcodec is required to decode audio files. 0.10 matches the
+# torch 2.10 C++ ABI in the base image above;
+RUN python3 -m pip install --no-cache-dir "torchcodec==0.10"
+
+# Install pre-built flash-attention wheel from AMD's mirror. Wheel is pinned
+# to the (ROCm, Ubuntu, Python, torch) ABI of the base image above; bumping
+# the base image generally requires a matching wheel from AMD.
+RUN python3 -m pip install --no-cache-dir \
+    https://rocm.frameworks-devreleases.amd.com/whl/gfx942-gfx950/flash_attn-2.8.3-cp310-cp310-linux_x86_64.whl
+
+RUN python3 -m pip install --no-cache-dir einops blobfile num2words
+
+# timm is required for many vision models tests
+RUN python3 -m pip install --no-cache-dir timm