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Dockerfile - Add ROCm6.3 dockerfile #790
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c522d3e
Add rocm6.3.x dockerfile.
7f7316a
Add CICD build verification.
32471dd
Update.
455a503
Anchor GPU supported GPU archs in dockerfile.
8e7e740
Remove deepspeed path since the base image already have it.
c459a97
Address PR review comments for ROCm 6.3 dockerfile
aececce
Merge branch 'main' into dev/hongtaozhang/add-dockerfile-rocm-6.3.x
polarG 5f6629c
Merge branch 'main' into dev/hongtaozhang/add-dockerfile-rocm-6.3.x
polarG 2a6698f
Address review feedback for ROCm 6.3 dockerfile
7634418
CI/CD - Run docker-merge when sibling docker-build entries fail
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| Original file line number | Diff line number | Diff line change |
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| ARG BASE_IMAGE=rocm/pytorch-training:v25.6 | ||
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| FROM ${BASE_IMAGE} | ||
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| # Base image: rocm/pytorch-training:v25.6 | ||
| # Pre-installed by base image: | ||
| # - Ubuntu: 22.04 | ||
| # - Python: 3.10 | ||
| # - ROCm: 6.3.4 | ||
| # - openmpi: 4.0.7rc2 | ||
| # - torch: 2.8.0a0+git7d205b2 | ||
| # - rccl: 2.21.5.60304-76 | ||
| # - hipblaslt: 0.15.0-8c69191d | ||
| # - transformer_engine: 1.14.0+2f85f5f2 | ||
| # - flash_attention: 3.0.0.post1 | ||
| # - cmake: 3.18.5 | ||
| # - rocm-cmake: 0.14.0.60304-76 | ||
| # - amd-smi: 25.1.0+8dc45db | ||
| # Added by this Dockerfile: | ||
| # - Docker Client: 27.5.1 | ||
| # - mlc: v3.12 | ||
| # - OFED: 24.10-1.1.4.0 LTS | ||
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| # Fix base image botocore/urllib3 incompatibility: | ||
| # Base image ships botocore 1.22.12 (expects urllib3 1.x) with urllib3 2.6.3, | ||
| # causing "cannot import name 'DEFAULT_CIPHERS' from 'urllib3.util.ssl_'". | ||
| # Upgrade botocore/boto3 to specific versions compatible with urllib3 2.x. | ||
| RUN python3 -m pip install --no-cache-dir "botocore==1.35.98" "boto3==1.35.98" | ||
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| LABEL maintainer="SuperBench" | ||
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| ENV DEBIAN_FRONTEND=noninteractive | ||
| RUN apt-get update && \ | ||
| apt-get -q install -y --no-install-recommends \ | ||
| autoconf \ | ||
| automake \ | ||
| bc \ | ||
| build-essential \ | ||
| curl \ | ||
| dmidecode \ | ||
| git \ | ||
| hipify-clang \ | ||
| iproute2 \ | ||
| jq \ | ||
| libaio-dev \ | ||
| libboost-program-options-dev \ | ||
| libcap2 \ | ||
| libcurl4-openssl-dev \ | ||
| libnuma-dev \ | ||
| libpci-dev \ | ||
| libssl-dev \ | ||
| libtinfo5 \ | ||
| libtool \ | ||
| lshw \ | ||
| net-tools \ | ||
| numactl \ | ||
| openssh-client \ | ||
| openssh-server \ | ||
| pciutils \ | ||
| python3-mpi4py \ | ||
| rsync \ | ||
| sudo \ | ||
| util-linux \ | ||
| vim \ | ||
| wget \ | ||
| && \ | ||
| rm -rf /tmp/* | ||
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| # Install Docker | ||
| ENV DOCKER_VERSION=27.5.1 | ||
| RUN cd /tmp && \ | ||
| wget -q https://download.docker.com/linux/static/stable/x86_64/docker-${DOCKER_VERSION}.tgz -O docker.tgz && \ | ||
| tar --extract --file docker.tgz --strip-components 1 --directory /usr/local/bin/ && \ | ||
| rm docker.tgz | ||
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| # Update system config | ||
| RUN mkdir -p /root/.ssh && \ | ||
| touch /root/.ssh/authorized_keys && \ | ||
| mkdir -p /var/run/sshd && \ | ||
| sed -i "s/[# ]*PermitRootLogin prohibit-password/PermitRootLogin yes/" /etc/ssh/sshd_config && \ | ||
| sed -i "s/[# ]*PermitUserEnvironment no/PermitUserEnvironment yes/" /etc/ssh/sshd_config && \ | ||
| sed -i "s/[# ]*Port.*/Port 22/" /etc/ssh/sshd_config && \ | ||
| echo "* soft nofile 1048576\n* hard nofile 1048576" >> /etc/security/limits.conf && \ | ||
| echo "root soft nofile 1048576\nroot hard nofile 1048576" >> /etc/security/limits.conf | ||
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| # Install OFED | ||
| ENV OFED_VERSION=24.10-1.1.4.0 | ||
| # Check if ofed_info command is present; install OFED if missing | ||
| RUN if ! command -v ofed_info >/dev/null 2>&1; then \ | ||
| echo "OFED not found. Installing OFED..."; \ | ||
| UBUNTU_VERSION=$(lsb_release -r -s); \ | ||
| cd /tmp && \ | ||
| wget -q https://content.mellanox.com/ofed/MLNX_OFED-${OFED_VERSION}/MLNX_OFED_LINUX-${OFED_VERSION}-ubuntu${UBUNTU_VERSION}-x86_64.tgz && \ | ||
| tar xzf MLNX_OFED_LINUX-${OFED_VERSION}-ubuntu${UBUNTU_VERSION}-x86_64.tgz && \ | ||
| PATH=/usr/bin:${PATH} MLNX_OFED_LINUX-${OFED_VERSION}-ubuntu${UBUNTU_VERSION}-x86_64/mlnxofedinstall --user-space-only --without-fw-update --force --all && \ | ||
| rm -rf MLNX_OFED_LINUX-${OFED_VERSION}* ; \ | ||
| fi | ||
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| ENV ROCM_PATH=/opt/rocm | ||
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| # Target GPU architectures for ROCm builds (space-separated). | ||
| # Override at build time with: --build-arg AMDGPU_TARGETS="gfx90a gfx942 gfx950". | ||
| ARG AMDGPU_TARGETS="gfx908 gfx90a gfx942" | ||
| ENV AMDGPU_TARGETS="${AMDGPU_TARGETS}" | ||
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| # Note: unlike rocm6.0/6.2 dockerfiles, RCCL is NOT rebuilt from source here | ||
| # and LD_PRELOAD is not set. The base image (rocm/pytorch-training:v25.6) ships | ||
| # rccl 2.21.5.60304-76 which is what we use at runtime. | ||
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| # Use pre-installed OpenMPI from base image at /opt/ompi | ||
| ENV MPI_HOME=/opt/ompi | ||
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| # Install Intel MLC | ||
| RUN cd /tmp && \ | ||
| wget -q https://downloadmirror.intel.com/866182/mlc_v3.12.tgz -O mlc.tgz && \ | ||
| tar xzf mlc.tgz Linux/mlc && \ | ||
| cp ./Linux/mlc /usr/local/bin/ && \ | ||
| rm -rf ./Linux mlc.tgz | ||
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| ENV PATH="/opt/ompi/bin:/opt/superbench/bin:/usr/local/bin/:/opt/rocm/hip/bin/:/opt/rocm/bin/:${PATH}" \ | ||
| LD_LIBRARY_PATH="/opt/ompi/lib:/usr/lib/x86_64-linux-gnu/:/usr/local/lib/:/opt/rocm/lib:${LD_LIBRARY_PATH}" \ | ||
| SB_HOME=/opt/superbench \ | ||
| SB_MICRO_PATH=/opt/superbench \ | ||
| ANSIBLE_DEPRECATION_WARNINGS=FALSE \ | ||
| ANSIBLE_COLLECTIONS_PATH=/usr/share/ansible/collections | ||
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| RUN echo PATH="$PATH" > /etc/environment && \ | ||
| echo LD_LIBRARY_PATH="$LD_LIBRARY_PATH" >> /etc/environment && \ | ||
| echo SB_MICRO_PATH="$SB_MICRO_PATH" >> /etc/environment | ||
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| RUN python3 -m pip install --upgrade pip wheel setuptools==65.7 | ||
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| RUN python3 -c "import pkg_resources" || python3 -m pip install setuptools | ||
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| WORKDIR ${SB_HOME} | ||
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| ADD third_party third_party | ||
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| RUN make RCCL_HOME=/opt/rocm ROCBLAS_BRANCH=release-staging/rocm-rel-6.3 HIPBLASLT_BRANCH=release-staging/rocm-rel-6.3 ROCM_VER=rocm-5.5.0 -C third_party rocm -o cpu_hpl -o cpu_stream -o megatron_lm -o rocm_megatron_lm | ||
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| ADD . . | ||
| ENV USE_HIP_DATATYPE=1 | ||
| ENV USE_HIPBLAS_COMPUTETYPE=1 | ||
| RUN python3 -m pip install --no-build-isolation .[amdworker] && \ | ||
| CXX=/opt/rocm/bin/hipcc make cppbuild && \ | ||
| make postinstall && \ | ||
| rm -rf .git | ||
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