Dockerfile.neuron 2 KB
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# default base image
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# https://gallery.ecr.aws/neuron/pytorch-inference-neuronx
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ARG BASE_IMAGE="public.ecr.aws/neuron/pytorch-inference-neuronx:2.6.0-neuronx-py310-sdk2.23.0-ubuntu22.04"
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FROM $BASE_IMAGE

RUN echo "Base image is $BASE_IMAGE"

# Install some basic utilities
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RUN apt-get update && \
    apt-get install -y \
        git \
        python3 \
        python3-pip \
        ffmpeg libsm6 libxext6 libgl1
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### Mount Point ###
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# When launching the container, mount the code directory to /workspace
ARG APP_MOUNT=/workspace
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VOLUME [ ${APP_MOUNT} ]
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WORKDIR ${APP_MOUNT}/vllm
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RUN python3 -m pip install --upgrade pip
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RUN python3 -m pip install --no-cache-dir fastapi ninja tokenizers pandas tenacity
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RUN python3 -m pip install neuronx-cc==2.* --extra-index-url=https://pip.repos.neuron.amazonaws.com -U
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RUN python3 -m pip install pytest
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# uninstall transformers-neuronx package explicitly to avoid version conflict
RUN python3 -m pip uninstall -y transformers-neuronx

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COPY . .
ARG GIT_REPO_CHECK=0
RUN --mount=type=bind,source=.git,target=.git \
    if [ "$GIT_REPO_CHECK" != 0 ]; then bash tools/check_repo.sh ; fi
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RUN python3 -m pip install -U \
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        'cmake>=3.26.1' ninja packaging 'setuptools-scm>=8' wheel jinja2 \
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        -r requirements/neuron.txt
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ENV VLLM_TARGET_DEVICE neuron
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RUN --mount=type=bind,source=.git,target=.git \
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    pip install --no-build-isolation -v -e .
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# install development dependencies (for testing)
RUN python3 -m pip install -e tests/vllm_test_utils

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# install transformers-neuronx package as an optional dependencies (for V0)
# FIXME: `--no-deps` argument is temporarily added to resolve transformers package version conflict
RUN python3 -m pip install transformers-neuronx==0.13.* --extra-index-url=https://pip.repos.neuron.amazonaws.com -U --no-deps

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RUN python3 -m pip install sentencepiece transformers==4.48.0 -U

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# overwrite entrypoint to run bash script
RUN echo "import subprocess; import sys; subprocess.check_call(sys.argv[1:])" > /usr/local/bin/dockerd-entrypoint.py

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CMD ["/bin/bash"]