mirror of
https://git.datalinker.icu/vllm-project/vllm.git
synced 2025-12-10 01:55:01 +08:00
181 lines
7.5 KiB
Docker
181 lines
7.5 KiB
Docker
ARG BASE_IMAGE=rocm/dev-ubuntu-22.04:6.4.1-complete
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ARG HIPBLASLT_BRANCH="aa0bda7b"
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ARG HIPBLAS_COMMON_BRANCH="9b80ba8e"
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ARG LEGACY_HIPBLASLT_OPTION=
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ARG TRITON_BRANCH="e5be006"
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ARG TRITON_REPO="https://github.com/triton-lang/triton.git"
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ARG PYTORCH_BRANCH="f717b2af"
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ARG PYTORCH_VISION_BRANCH="v0.21.0"
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ARG PYTORCH_REPO="https://github.com/ROCm/pytorch.git"
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ARG PYTORCH_VISION_REPO="https://github.com/pytorch/vision.git"
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ARG FA_BRANCH="1a7f4dfa"
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ARG FA_REPO="https://github.com/Dao-AILab/flash-attention.git"
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ARG AITER_BRANCH="4822e675"
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ARG AITER_REPO="https://github.com/ROCm/aiter.git"
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FROM ${BASE_IMAGE} AS base
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ENV PATH=/opt/rocm/llvm/bin:$PATH
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ENV ROCM_PATH=/opt/rocm
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ENV LD_LIBRARY_PATH=/opt/rocm/lib:/usr/local/lib:
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ARG PYTORCH_ROCM_ARCH=gfx90a;gfx942;gfx1100;gfx1101;gfx1200;gfx1201
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ENV PYTORCH_ROCM_ARCH=${PYTORCH_ROCM_ARCH}
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ARG PYTHON_VERSION=3.12
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RUN mkdir -p /app
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WORKDIR /app
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ENV DEBIAN_FRONTEND=noninteractive
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# Install Python and other dependencies
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RUN apt-get update -y \
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&& apt-get install -y software-properties-common git curl sudo vim less libgfortran5 \
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&& for i in 1 2 3; do \
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add-apt-repository -y ppa:deadsnakes/ppa && break || \
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{ echo "Attempt $i failed, retrying in 5s..."; sleep 5; }; \
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done \
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&& apt-get update -y \
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&& apt-get install -y python${PYTHON_VERSION} python${PYTHON_VERSION}-dev python${PYTHON_VERSION}-venv \
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python${PYTHON_VERSION}-lib2to3 python-is-python3 \
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&& update-alternatives --install /usr/bin/python3 python3 /usr/bin/python${PYTHON_VERSION} 1 \
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&& update-alternatives --set python3 /usr/bin/python${PYTHON_VERSION} \
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&& ln -sf /usr/bin/python${PYTHON_VERSION}-config /usr/bin/python3-config \
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&& curl -sS https://bootstrap.pypa.io/get-pip.py | python${PYTHON_VERSION} \
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&& python3 --version && python3 -m pip --version
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RUN pip install -U packaging 'cmake<4' ninja wheel 'setuptools<80' pybind11 Cython
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FROM base AS build_hipblaslt
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ARG HIPBLASLT_BRANCH
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ARG HIPBLAS_COMMON_BRANCH
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# Set to "--legacy_hipblas_direct" for ROCm<=6.2
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ARG LEGACY_HIPBLASLT_OPTION
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RUN git clone https://github.com/ROCm/hipBLAS-common.git
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RUN apt-get remove -y hipblaslt && apt-get autoremove -y && apt-get autoclean -y
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RUN cd hipBLAS-common \
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&& git checkout ${HIPBLAS_COMMON_BRANCH} \
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&& mkdir build \
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&& cd build \
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&& cmake .. \
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&& make package \
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&& dpkg -i ./*.deb
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RUN git clone https://github.com/ROCm/hipBLASLt
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RUN cd hipBLASLt \
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&& git checkout ${HIPBLASLT_BRANCH} \
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&& apt-get install -y llvm-dev \
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&& ./install.sh -dc --architecture ${PYTORCH_ROCM_ARCH} ${LEGACY_HIPBLASLT_OPTION} \
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&& cd build/release \
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&& make package
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RUN mkdir -p /app/install && cp /app/hipBLASLt/build/release/*.deb /app/hipBLAS-common/build/*.deb /app/install
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FROM base AS build_triton
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ARG TRITON_BRANCH
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ARG TRITON_REPO
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RUN git clone ${TRITON_REPO}
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RUN cd triton \
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&& git checkout ${TRITON_BRANCH} \
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&& if [ ! -f setup.py ]; then cd python; fi \
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&& python3 setup.py bdist_wheel --dist-dir=dist \
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&& mkdir -p /app/install && cp dist/*.whl /app/install
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RUN if [ -d triton/python/triton_kernels ]; then pip install build && cd triton/python/triton_kernels \
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&& python3 -m build --wheel && cp dist/*.whl /app/install; fi
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FROM base AS build_amdsmi
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RUN cd /opt/rocm/share/amd_smi \
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&& pip wheel . --wheel-dir=dist
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RUN mkdir -p /app/install && cp /opt/rocm/share/amd_smi/dist/*.whl /app/install
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FROM base AS build_pytorch
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ARG PYTORCH_BRANCH
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ARG PYTORCH_VISION_BRANCH
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ARG PYTORCH_REPO
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ARG PYTORCH_VISION_REPO
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ARG FA_BRANCH
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ARG FA_REPO
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RUN git clone ${PYTORCH_REPO} pytorch
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RUN cd pytorch && git checkout ${PYTORCH_BRANCH} && \
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pip install -r requirements.txt && git submodule update --init --recursive \
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&& python3 tools/amd_build/build_amd.py \
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&& CMAKE_PREFIX_PATH=$(python3 -c 'import sys; print(sys.prefix)') python3 setup.py bdist_wheel --dist-dir=dist \
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&& pip install dist/*.whl
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RUN git clone ${PYTORCH_VISION_REPO} vision
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RUN cd vision && git checkout ${PYTORCH_VISION_BRANCH} \
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&& python3 setup.py bdist_wheel --dist-dir=dist \
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&& pip install dist/*.whl
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RUN git clone ${FA_REPO}
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RUN cd flash-attention \
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&& git checkout ${FA_BRANCH} \
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&& git submodule update --init \
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&& GPU_ARCHS=$(echo ${PYTORCH_ROCM_ARCH} | sed -e 's/;gfx1[0-9]\{3\}//g') python3 setup.py bdist_wheel --dist-dir=dist
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RUN mkdir -p /app/install && cp /app/pytorch/dist/*.whl /app/install \
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&& cp /app/vision/dist/*.whl /app/install \
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&& cp /app/flash-attention/dist/*.whl /app/install
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FROM base AS build_aiter
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ARG AITER_BRANCH
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ARG AITER_REPO
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RUN --mount=type=bind,from=build_pytorch,src=/app/install/,target=/install \
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pip install /install/*.whl
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RUN git clone --recursive ${AITER_REPO}
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RUN cd aiter \
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&& git checkout ${AITER_BRANCH} \
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&& git submodule update --init --recursive \
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&& pip install -r requirements.txt
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RUN pip install pyyaml && cd aiter && PREBUILD_KERNELS=1 GPU_ARCHS=gfx942 python3 setup.py bdist_wheel --dist-dir=dist && ls /app/aiter/dist/*.whl
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RUN mkdir -p /app/install && cp /app/aiter/dist/*.whl /app/install
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FROM base AS debs
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RUN mkdir /app/debs
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RUN --mount=type=bind,from=build_hipblaslt,src=/app/install/,target=/install \
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cp /install/*.deb /app/debs
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RUN --mount=type=bind,from=build_triton,src=/app/install/,target=/install \
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cp /install/*.whl /app/debs
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RUN --mount=type=bind,from=build_amdsmi,src=/app/install/,target=/install \
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cp /install/*.whl /app/debs
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RUN --mount=type=bind,from=build_pytorch,src=/app/install/,target=/install \
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cp /install/*.whl /app/debs
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RUN --mount=type=bind,from=build_aiter,src=/app/install/,target=/install \
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cp /install/*.whl /app/debs
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FROM base AS final
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RUN --mount=type=bind,from=build_hipblaslt,src=/app/install/,target=/install \
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dpkg -i /install/*deb \
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&& perl -p -i -e 's/, hipblas-common-dev \([^)]*?\), /, /g' /var/lib/dpkg/status \
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&& perl -p -i -e 's/, hipblaslt-dev \([^)]*?\), /, /g' /var/lib/dpkg/status \
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&& perl -p -i -e 's/, hipblaslt \([^)]*?\), /, /g' /var/lib/dpkg/status
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RUN --mount=type=bind,from=build_triton,src=/app/install/,target=/install \
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pip install /install/*.whl
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RUN --mount=type=bind,from=build_amdsmi,src=/app/install/,target=/install \
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pip install /install/*.whl
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RUN --mount=type=bind,from=build_pytorch,src=/app/install/,target=/install \
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pip install /install/*.whl
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RUN --mount=type=bind,from=build_aiter,src=/app/install/,target=/install \
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pip install /install/*.whl
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ARG BASE_IMAGE
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ARG HIPBLAS_COMMON_BRANCH
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ARG HIPBLASLT_BRANCH
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ARG LEGACY_HIPBLASLT_OPTION
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ARG TRITON_BRANCH
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ARG TRITON_REPO
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ARG PYTORCH_BRANCH
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ARG PYTORCH_VISION_BRANCH
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ARG PYTORCH_REPO
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ARG PYTORCH_VISION_REPO
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ARG FA_BRANCH
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ARG FA_REPO
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ARG AITER_BRANCH
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ARG AITER_REPO
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RUN echo "BASE_IMAGE: ${BASE_IMAGE}" > /app/versions.txt \
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&& echo "HIPBLAS_COMMON_BRANCH: ${HIPBLAS_COMMON_BRANCH}" >> /app/versions.txt \
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&& echo "HIPBLASLT_BRANCH: ${HIPBLASLT_BRANCH}" >> /app/versions.txt \
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&& echo "LEGACY_HIPBLASLT_OPTION: ${LEGACY_HIPBLASLT_OPTION}" >> /app/versions.txt \
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&& echo "TRITON_BRANCH: ${TRITON_BRANCH}" >> /app/versions.txt \
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&& echo "TRITON_REPO: ${TRITON_REPO}" >> /app/versions.txt \
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&& echo "PYTORCH_BRANCH: ${PYTORCH_BRANCH}" >> /app/versions.txt \
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&& echo "PYTORCH_VISION_BRANCH: ${PYTORCH_VISION_BRANCH}" >> /app/versions.txt \
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&& echo "PYTORCH_REPO: ${PYTORCH_REPO}" >> /app/versions.txt \
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&& echo "PYTORCH_VISION_REPO: ${PYTORCH_VISION_REPO}" >> /app/versions.txt \
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&& echo "FA_BRANCH: ${FA_BRANCH}" >> /app/versions.txt \
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&& echo "AITER_BRANCH: ${AITER_BRANCH}" >> /app/versions.txt \
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&& echo "AITER_REPO: ${AITER_REPO}" >> /app/versions.txt |