06f1fd69a6
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54 lines
2.0 KiB
Docker
54 lines
2.0 KiB
Docker
FROM rocm/dev-ubuntu-22.04:6.2.4
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LABEL maintainer="Hugging Face"
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ARG DEBIAN_FRONTEND=noninteractive
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ARG PYTORCH='2.6.0'
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ARG TORCH_VISION='0.21.0'
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ARG TORCH_AUDIO='2.6.0'
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ARG ROCM='6.2.4'
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RUN apt update && \
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apt install -y --no-install-recommends \
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libaio-dev \
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git \
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# These are required to build deepspeed.
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python3-dev \
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python-is-python3 \
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rocrand-dev \
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rocthrust-dev \
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rocblas-dev \
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hipsolver-dev \
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hipsparse-dev \
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hipblas-dev \
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hipblaslt-dev && \
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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 ninja "pydantic>=2.0.0"
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RUN python3 -m pip uninstall -y apex torch torchvision torchaudio
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RUN python3 -m pip install torch==$PYTORCH torchvision==$TORCH_VISION torchaudio==$TORCH_AUDIO --index-url https://download.pytorch.org/whl/rocm$ROCM --no-cache-dir
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# Pre-build DeepSpeed, so it's be ready for testing (to avoid timeout)
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RUN DS_BUILD_CPU_ADAM=1 DS_BUILD_FUSED_ADAM=1 python3 -m pip install deepspeed --no-build-isolation --config-settings="--build-option=build_ext" --config-settings="--build-option=-j8" --no-cache-dir -v --disable-pip-version-check 2>&1
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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 ./transformers[accelerate,testing,sentencepiece,sklearn]
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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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RUN python3 -c "from deepspeed.launcher.runner import main"
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# Remove nvml as it is not compatible with ROCm
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RUN python3 -m pip uninstall py3nvml pynvml nvidia-ml-py apex -y
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# `kernels` may causes many failing tests
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RUN python3 -m pip uninstall -y kernels
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