/bin/sh -c #(nop) ARG RELEASE

/bin/sh -c #(nop) ARG LAUNCHPAD_BUILD_ARCH

/bin/sh -c #(nop) LABEL org.opencontainers.image.ref.name=ubuntu

/bin/sh -c #(nop) LABEL org.opencontainers.image.version=22.04

/bin/sh -c #(nop) ADD file:9303cc1f788d2a9a8f909b154339f7c637b2a53c75c0e7f3da62eb1fefe371b1 in /

/bin/sh -c #(nop) CMD ["/bin/bash"]

LABEL maintainer=dl.mlsedevops@amd.com

ARG ROCM_VERSION=5.3

ARG AMDGPU_VERSION=5.3

ARG APT_PREF

RUN |3 ROCM_VERSION=6.4.4 AMDGPU_VERSION=6.4.4 APT_PREF=Package: *\nPin: release o=repo.radeon.com\nPin-Priority: 600 /bin/sh -c echo "$APT_PREF" > /etc/apt/preferences.d/rocm-pin-600 # buildkit

RUN |3 ROCM_VERSION=6.4.4 AMDGPU_VERSION=6.4.4 APT_PREF=Package: *\nPin: release o=repo.radeon.com\nPin-Priority: 600 /bin/sh -c apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends ca-certificates curl libnuma-dev gnupg && curl -sL https://repo.radeon.com/rocm/rocm.gpg.key | apt-key add - && printf "deb [arch=amd64] https://repo.radeon.com/rocm/apt/$ROCM_VERSION/ jammy main" | tee /etc/apt/sources.list.d/rocm.list && printf "deb [arch=amd64] https://repo.radeon.com/amdgpu/$AMDGPU_VERSION/ubuntu jammy main" | tee /etc/apt/sources.list.d/amdgpu.list && apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends sudo libelf1 kmod file python3-dev python3-pip rocm-dev rocm-libs build-essential && apt-get clean && rm -rf /var/lib/apt/lists/* # buildkit

RUN |3 ROCM_VERSION=6.4.4 AMDGPU_VERSION=6.4.4 APT_PREF=Package: *\nPin: release o=repo.radeon.com\nPin-Priority: 600 /bin/sh -c groupadd -g 109 render # buildkit

SHELL [/bin/bash -eo pipefail -c]

ARG TARGETPLATFORM=linux/amd64

ARG TARGETOS=linux

ARG TARGETARCH=amd64

ENV DEBIAN_FRONTEND=noninteractive LANG=en_US.UTF-8 LANGUAGE=en_US:en LC_ALL=en_US.UTF-8

RUN |3 TARGETPLATFORM=linux/amd64 TARGETOS=linux TARGETARCH=amd64 /bin/bash -eo pipefail -c # Tools # Refresh apt-get update -y && apt-get install -y --no-install-recommends \ software-properties-common apt-transport-https \ ca-certificates gnupg2 lsb-release gnupg-agent \ && apt-get update -y \ && add-apt-repository -y ppa:ubuntu-toolchain-r/test \ && apt-get update -y # Install apt-get install -y --no-install-recommends \ ca-certificates build-essential binutils bash openssl \ curl wget aria2 \ git git-lfs \ unzip xz-utils \ tzdata locales \ iproute2 iputils-ping ifstat net-tools dnsutils pciutils ipmitool \ procps sysstat htop \ tini vim jq bc tree # Update locale localedef -i en_US -c -f UTF-8 -A /usr/share/locale/locale.alias en_US.UTF-8 # Update timezone rm -f /etc/localtime \ && ln -sf /usr/share/zoneinfo/Asia/Shanghai /etc/localtime \ && echo "Asia/Shanghai" > /etc/timezone \ && dpkg-reconfigure --frontend noninteractive tzdata # Cleanup rm -rf /var/tmp/* \ && rm -rf /tmp/* \ && rm -rf /var/cache/apt # buildkit

RUN |3 TARGETPLATFORM=linux/amd64 TARGETOS=linux TARGETARCH=amd64 /bin/bash -eo pipefail -c # GCC # Upgrade GCC if the Ubuntu version is lower than 21.04. source /etc/os-release if (( $(echo "${VERSION_ID} >= 21.04" | bc -l) )); then echo "Skipping GCC upgrade for ${VERSION_ID}..." exit 0 fi # Install apt-get install -y --no-install-recommends \ gcc-11 g++-11 gfortran-11 gfortran # Update alternatives if [[ -f /etc/alternatives/gcov-dump ]]; then update-alternatives --remove-all gcov-dump; fi; update-alternatives --install /usr/bin/gcov-dump gcov-dump /usr/bin/gcov-dump-11 10 if [[ -f /etc/alternatives/lto-dump ]]; then update-alternatives --remove-all lto-dump; fi; update-alternatives --install /usr/bin/lto-dump lto-dump /usr/bin/lto-dump-11 10 if [[ -f /etc/alternatives/gcov ]]; then update-alternatives --remove-all gcov; fi; update-alternatives --install /usr/bin/gcov gcov /usr/bin/gcov-11 10 if [[ -f /etc/alternatives/gcc ]]; then update-alternatives --remove-all gcc; fi; update-alternatives --install /usr/bin/gcc gcc /usr/bin/gcc-11 10 if [[ -f /etc/alternatives/gcc-nm ]]; then update-alternatives --remove-all gcc-nm; fi; update-alternatives --install /usr/bin/gcc-nm gcc-nm /usr/bin/gcc-nm-11 10 if [[ -f /etc/alternatives/cpp ]]; then update-alternatives --remove-all cpp; fi; update-alternatives --install /usr/bin/cpp cpp /usr/bin/cpp-11 10 if [[ -f /etc/alternatives/g++ ]]; then update-alternatives --remove-all g++; fi; update-alternatives --install /usr/bin/g++ g++ /usr/bin/g++-11 10 if [[ -f /etc/alternatives/gcc-ar ]]; then update-alternatives --remove-all gcc-ar; fi; update-alternatives --install /usr/bin/gcc-ar gcc-ar /usr/bin/gcc-ar-11 10 if [[ -f /etc/alternatives/gcov-tool ]]; then update-alternatives --remove-all gcov-tool; fi; update-alternatives --install /usr/bin/gcov-tool gcov-tool /usr/bin/gcov-tool-11 10 if [[ -f /etc/alternatives/gcc-ranlib ]]; then update-alternatives --remove-all gcc-ranlib; fi; update-alternatives --install /usr/bin/gcc-ranlib gcc-ranlib /usr/bin/gcc-ranlib-11 10 if [[ -f /etc/alternatives/gfortran ]]; then update-alternatives --remove-all gfortran; fi; update-alternatives --install /usr/bin/gfortran gfortran /usr/bin/gfortran-11 10 # Cleanup rm -rf /var/tmp/* \ && rm -rf /tmp/* \ && rm -rf /var/cache/apt # buildkit

RUN |3 TARGETPLATFORM=linux/amd64 TARGETOS=linux TARGETARCH=amd64 /bin/bash -eo pipefail -c # C buildkit # Install apt-get install -y --no-install-recommends \ make ninja-build pkg-config ccache curl --retry 3 --retry-connrefused -fL "https://github.com/Kitware/CMake/releases/download/v3.31.7/cmake-3.31.7-linux-$(uname -m).tar.gz" | tar -zx -C /usr --strip-components 1 # Install dependencies apt-get install -y --no-install-recommends \ perl-openssl-defaults perl yasm \ zlib1g zlib1g-dev libbz2-dev libffi-dev libgdbm-dev libgdbm-compat-dev \ openssl libssl-dev libsqlite3-dev lcov libomp-dev \ libblas-dev liblapack-dev libopenblas-dev libblas3 liblapack3 libhdf5-dev \ libxml2 libxslt1-dev libgl1-mesa-glx libgmpxx4ldbl \ libncurses5-dev libreadline6-dev libsqlite3-dev \ liblzma-dev lzma lzma-dev tk-dev uuid-dev libmpdec-dev \ ffmpeg libjpeg-dev libpng-dev libtiff-dev libwebp-dev \ libnuma-dev libjemalloc-dev # Cleanup rm -rf /var/tmp/* \ && rm -rf /tmp/* \ && rm -rf /var/cache/apt # buildkit

ARG PYTHON_VERSION=3.12

ENV PYTHON_VERSION=3.12

RUN |4 TARGETPLATFORM=linux/amd64 TARGETOS=linux TARGETARCH=amd64 PYTHON_VERSION=3.12 /bin/bash -eo pipefail -c # Python if (( $(echo "$(python3 --version | cut -d' ' -f2 | cut -d'.' -f1,2) == ${PYTHON_VERSION}" | bc -l) )); then echo "Skipping Python upgrade for ${PYTHON_VERSION}..." if [[ -z "$(ldconfig -v 2>/dev/null | grep libpython${PYTHON_VERSION})" ]]; then PYTHON_LIB_PREFIX=$(python3 -c "import sys; print(sys.base_prefix);") echo "${PYTHON_LIB_PREFIX}/lib" >> /etc/ld.so.conf.d/python3.conf echo "${PYTHON_LIB_PREFIX}/lib64" >> /etc/ld.so.conf.d/python3.conf EXPORT_PYTHON_LIB="export LD_LIBRARY_PATH=${PYTHON_LIB_PREFIX}/lib:${PYTHON_LIB_PREFIX}/lib64:\${LD_LIBRARY_PATH}" echo "${EXPORT_PYTHON_LIB}" >> /etc/profile echo "${EXPORT_PYTHON_LIB}" >> ~/.bashrc fi exit 0 fi # Add deadsnakes PPA for Python versions for i in 1 2 3; do add-apt-repository -y ppa:deadsnakes/ppa && break || { echo "Attempt $i failed, retrying in 5s..."; sleep 5; } done apt-get update -y # Install apt-get install -y --no-install-recommends \ python${PYTHON_VERSION} \ python${PYTHON_VERSION}-dev \ python${PYTHON_VERSION}-venv \ python${PYTHON_VERSION}-lib2to3 \ python${PYTHON_VERSION}-gdbm \ python${PYTHON_VERSION}-tk \ libibverbs-dev # Update alternatives if [[ -f /etc/alternatives/python3 ]]; then update-alternatives --remove-all python3; fi; update-alternatives --install /usr/bin/python3 python3 /usr/bin/python${PYTHON_VERSION} 1 if [[ -f /etc/alternatives/python ]]; then update-alternatives --remove-all python; fi; update-alternatives --install /usr/bin/python python /usr/bin/python${PYTHON_VERSION} 1 curl -sS "https://bootstrap.pypa.io/get-pip.py" | python${PYTHON_VERSION} if [[ -f /etc/alternatives/2to3 ]]; then update-alternatives --remove-all 2to3; fi; update-alternatives --install /usr/bin/2to3 2to3 /usr/bin/2to3${PYTHON_VERSION} 1 || true if [[ -f /etc/alternatives/pydoc3 ]]; then update-alternatives --remove-all pydoc3; fi; update-alternatives --install /usr/bin/pydoc3 pydoc3 /usr/bin/pydoc${PYTHON_VERSION} 1 || true if [[ -f /etc/alternatives/idle3 ]]; then update-alternatives --remove-all idle3; fi; update-alternatives --install /usr/bin/idle3 idle3 /usr/bin/idle${PYTHON_VERSION} 1 || true if [[ -f /etc/alternatives/python3-config ]]; then update-alternatives --remove-all python3-config; fi; update-alternatives --install /usr/bin/python3-config python3-config /usr/bin/python${PYTHON_VERSION}-config 1 || true # Cleanup rm -rf /var/tmp/* \ && rm -rf /tmp/* \ && rm -rf /var/cache/apt # buildkit

ENV PIP_NO_CACHE_DIR=1 PIP_DISABLE_PIP_VERSION_CHECK=1 PIP_ROOT_USER_ACTION=ignore PIPX_HOME=/root/.local/share/pipx PIPX_LOCAL_VENVS=/root/.local/share/pipx/venvs UV_NO_CACHE=1 UV_HTTP_TIMEOUT=500 UV_INDEX_STRATEGY=unsafe-best-match

RUN |4 TARGETPLATFORM=linux/amd64 TARGETOS=linux TARGETARCH=amd64 PYTHON_VERSION=3.12 /bin/bash -eo pipefail -c # Buildkit cat <<EOT >/tmp/requirements.txt build cmake<4 ninja<1.11 setuptools<80 setuptools-scm packaging<25 wheel pybind11<3 Cython psutil pipx uv EOT pip install -r /tmp/requirements.txt # Cleanup rm -rf /var/tmp/* \ && rm -rf /tmp/* # buildkit

ARG ROCM_VERSION=6.4.4

ARG ROCM_ARCHS

ENV ROCM_HOME=/opt/rocm ROCM_VERSION=6.4.4 ROCM_ARCHS=

RUN |6 TARGETPLATFORM=linux/amd64 TARGETOS=linux TARGETARCH=amd64 PYTHON_VERSION=3.12 ROCM_VERSION=6.4.4 ROCM_ARCHS= /bin/bash -eo pipefail -c # Toolkit uv pip install --system amdsmi==${ROCM_VERSION} # Cleanup rm -rf /var/tmp/* \ && rm -rf /tmp/* # buildkit

SHELL [/bin/bash -eo pipefail -c]

ARG TARGETPLATFORM=linux/amd64

ARG TARGETOS=linux

ARG TARGETARCH=amd64

ENV UV_SYSTEM_PYTHON=1 UV_PRERELEASE=allow

ARG VLLM_TORCH_VERSION=2.8.0

ARG VLLM_TORCH_ROCM_VERSION=6.4.4

ENV VLLM_TORCH_VERSION=2.8.0 VLLM_TORCH_ROCM_VERSION=6.4.4

RUN |5 TARGETPLATFORM=linux/amd64 TARGETOS=linux TARGETARCH=amd64 VLLM_TORCH_VERSION=2.8.0 VLLM_TORCH_ROCM_VERSION=6.4.4 /bin/bash -eo pipefail -c # Torch # Install cat <<EOT >/tmp/requirements.txt torch==${VLLM_TORCH_VERSION} torchvision torchaudio EOT IFS="." read -r ROCM_MAJOR ROCM_MINOR ROCM_PATCH <<< "${VLLM_TORCH_ROCM_VERSION}" if [[ "${TARGETARCH}" == "amd64" ]]; then uv pip install --index-url https://download.pytorch.org/whl/rocm${ROCM_MAJOR}.${ROCM_MINOR} \ -r /tmp/requirements.txt else uv pip install --extra-index-url https://download.pytorch.org/whl/cpu/ \ -r /tmp/requirements.txt fi uv pip install \ numpy scipy # Cleanup rm -rf /var/tmp/* \ && rm -rf /tmp/* # buildkit

ARG CMAKE_MAX_JOBS

ARG VLLM_VERSION=0.10.2

ENV VLLM_VERSION=0.10.2

RUN |7 TARGETPLATFORM=linux/amd64 TARGETOS=linux TARGETARCH=amd64 VLLM_TORCH_VERSION=2.8.0 VLLM_TORCH_ROCM_VERSION=6.4.4 CMAKE_MAX_JOBS= VLLM_VERSION=0.10.2 /bin/bash -eo pipefail -c # vLLM IFS="." read -r ROCM_MAJOR ROCM_MINOR ROCM_PATCH <<< "${VLLM_TORCH_ROCM_VERSION}" CMAKE_MAX_JOBS="${CMAKE_MAX_JOBS}" if [[ -z "${CMAKE_MAX_JOBS}" ]]; then CMAKE_MAX_JOBS="$(( $(nproc) / 2 ))" fi if (( $(echo "${CMAKE_MAX_JOBS} > 8" | bc -l) )); then CMAKE_MAX_JOBS="8" fi ROCM_ARCHS="$(echo ${ROCM_ARCHS} | sed -e 's/;gfx1[0-9]\{3\}//g')" if [[ -z "${ROCM_ARCHS}" ]]; then if (( $(echo "${ROCM_MAJOR}.${ROCM_MINOR} <= 6.2" | bc -l) )); then ROCM_ARCHS="gfx900;gfx906;gfx908;gfx90a;gfx941;gfx942;gfx1030;gfx1100;gfx1101" else ROCM_ARCHS="gfx900;gfx906;gfx908;gfx90a;gfx942;gfx1030;gfx1100;gfx1101;gfx1102;gfx1200;gfx1201" fi fi export MAX_JOBS="${CMAKE_MAX_JOBS}" export COMPILE_CUSTOM_KERNELS=1 export PYTORCH_ROCM_ARCH="${ROCM_ARCHS}" # Install EXTRA_INDEX_URL="https://download.pytorch.org/whl/rocm${ROCM_MAJOR}.${ROCM_MINOR}" if [[ "${TARGETARCH}" == "arm64" ]]; then EXTRA_INDEX_URL="https://download.pytorch.org/whl/cpu/" fi git -C /tmp clone --recursive --shallow-submodules \ --depth 1 --branch v${VLLM_VERSION} --single-branch \ https://github.com/vllm-project/vllm.git vllm-${VLLM_VERSION} VLLM_TARGET_DEVICE="rocm" uv pip install --verbose /tmp/vllm-${VLLM_VERSION} --extra-index-url ${EXTRA_INDEX_URL} # Cleanup rm -rf /var/tmp/* \ && rm -rf /tmp/* # buildkit

RUN |7 TARGETPLATFORM=linux/amd64 TARGETOS=linux TARGETARCH=amd64 VLLM_TORCH_VERSION=2.8.0 VLLM_TORCH_ROCM_VERSION=6.4.4 CMAKE_MAX_JOBS= VLLM_VERSION=0.10.2 /bin/bash -eo pipefail -c # Triton if [[ ! -d /triton/workspace ]]; then echo "Skipping Triton installation for ${TARGETARCH}..." exit 0 fi # Install uv pip install \ /triton/workspace/*.whl # Cleanup rm -rf /var/tmp/* \ && rm -rf /tmp/* # buildkit

RUN |7 TARGETPLATFORM=linux/amd64 TARGETOS=linux TARGETARCH=amd64 VLLM_TORCH_VERSION=2.8.0 VLLM_TORCH_ROCM_VERSION=6.4.4 CMAKE_MAX_JOBS= VLLM_VERSION=0.10.2 /bin/bash -eo pipefail -c # FlashAttention if [[ ! -d /flashattention/workspace ]]; then echo "Skipping FlashAttention installation for ${TARGETARCH}..." exit 0 fi # Install uv pip install \ /flashattention/workspace/*.whl # Cleanup rm -rf /var/tmp/* \ && rm -rf /tmp/* # buildkit

RUN |7 TARGETPLATFORM=linux/amd64 TARGETOS=linux TARGETARCH=amd64 VLLM_TORCH_VERSION=2.8.0 VLLM_TORCH_ROCM_VERSION=6.4.4 CMAKE_MAX_JOBS= VLLM_VERSION=0.10.2 /bin/bash -eo pipefail -c # AITER if [[ ! -d /aiter/workspace ]]; then echo "Skipping AITER installation for ${TARGETARCH}..." exit 0 fi # Install uv pip install \ /aiter/workspace/*.whl # Cleanup rm -rf /var/tmp/* \ && rm -rf /tmp/* # buildkit

ARG VLLM_LMCACHE_VERSION=0.3.6

ENV VLLM_LMCACHE_VERSION=0.3.6

RUN |8 TARGETPLATFORM=linux/amd64 TARGETOS=linux TARGETARCH=amd64 VLLM_TORCH_VERSION=2.8.0 VLLM_TORCH_ROCM_VERSION=6.4.4 CMAKE_MAX_JOBS= VLLM_VERSION=0.10.2 VLLM_LMCACHE_VERSION=0.3.6 /bin/bash -eo pipefail -c # LMCache # Ref https://github.com/LMCache/LMCache/blob/5afe9688b3519074b9915e7b3acf871328250150/docs/source/getting_started/installation.rst?plain=1#L184-L237. IFS="." read -r ROCM_MAJOR ROCM_MINOR ROCM_PATCH <<< "${VLLM_TORCH_ROCM_VERSION}" CMAKE_MAX_JOBS="${CMAKE_MAX_JOBS}" if [[ -z "${CMAKE_MAX_JOBS}" ]]; then CMAKE_MAX_JOBS="$(( $(nproc) / 2 ))" fi if (( $(echo "${CMAKE_MAX_JOBS} > 8" | bc -l) )); then CMAKE_MAX_JOBS="8" fi ROCM_ARCHS="$(echo ${ROCM_ARCHS} | sed -e 's/;gfx1[0-9]\{3\}//g')" if [[ -z "${ROCM_ARCHS}" ]]; then if (( $(echo "${ROCM_MAJOR}.${ROCM_MINOR} <= 6.2" | bc -l) )); then ROCM_ARCHS="gfx900;gfx906;gfx908;gfx90a;gfx941;gfx942;gfx1030;gfx1100;gfx1101" else ROCM_ARCHS="gfx900;gfx906;gfx908;gfx90a;gfx942;gfx1030;gfx1100;gfx1101;gfx1102;gfx1200;gfx1201" fi fi export MAX_JOBS="${CMAKE_MAX_JOBS}" export PYTORCH_ROCM_ARCH="${ROCM_ARCHS}" export TORCH_DONT_CHECK_COMPILER_ABI=1 export CXX=hipcc export BUILD_WITH_HIP=1 # Install LMCache git -C /tmp clone --recursive --shallow-submodules \ --depth 1 --branch v${VLLM_LMCACHE_VERSION} --single-branch \ https://github.com/LMCache/LMCache.git lmcache if [[ "${TARGETARCH}" == "arm64" ]]; then sed -i "s/^infinistore$/infinistore; platform_machine == 'x86_64'/" /tmp/lmcache/requirements/common.txt fi pip install -v --no-build-isolation /tmp/lmcache # Cleanup rm -rf /var/tmp/* \ && rm -rf /tmp/* # buildkit

RUN |8 TARGETPLATFORM=linux/amd64 TARGETOS=linux TARGETARCH=amd64 VLLM_TORCH_VERSION=2.8.0 VLLM_TORCH_ROCM_VERSION=6.4.4 CMAKE_MAX_JOBS= VLLM_VERSION=0.10.2 VLLM_LMCACHE_VERSION=0.3.6 /bin/bash -eo pipefail -c # Ray # Install Ray Client and Default RAY_VERSION=$(pip show ray | grep Version: | cut -d' ' -f 2) cat <<EOT >/tmp/requirements.txt ray[client]==${RAY_VERSION} ray[default]==${RAY_VERSION} EOT uv pip install \ -r /tmp/requirements.txt # Cleanup rm -rf /var/tmp/* \ && rm -rf /tmp/* # buildkit

RUN |8 TARGETPLATFORM=linux/amd64 TARGETOS=linux TARGETARCH=amd64 VLLM_TORCH_VERSION=2.8.0 VLLM_TORCH_ROCM_VERSION=6.4.4 CMAKE_MAX_JOBS= VLLM_VERSION=0.10.2 VLLM_LMCACHE_VERSION=0.3.6 /bin/bash -eo pipefail -c # Postprocess # Review uv pip tree \ --package vllm \ --package flash_attn \ --package triton \ --package aiter \ --package torch \ --package lmcache # buildkit

ENV RAY_EXPERIMENTAL_NOSET_ROCR_VISIBLE_DEVICES=1 RAY_EXPERIMENTAL_NOSET_HIP_VISIBLE_DEVICES=1 TOKENIZERS_PARALLELISM=false SAFETENSORS_FAST_GPU=1 HIP_FORCE_DEV_KERNARG=1

WORKDIR /

ENTRYPOINT ["tini" "--"]