Dockerfile - Add ROCm6.2 dockerfile (#647)

**Description** Add ROCm6.2 dockerfile.
microsoft · Sep 22, 2024 · e65629a · e65629a
1 parent 1d2d054
commit e65629a
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diff --git a/.github/workflows/build-image.yml b/.github/workflows/build-image.yml
@@ -40,16 +40,16 @@ jobs:
           tags: superbench/main:cuda11.1.1,superbench/superbench:latest
           runner: ubuntu-latest
           build_args: "NUM_MAKE_JOBS=8"
-        - name: rocm5.7
-          dockerfile: rocm5.7.x
-          tags: superbench/main:rocm5.7
-          runner: [self-hosted, rocm-build]
-          build_args: "NUM_MAKE_JOBS=64"
         - name: rocm6.0
           dockerfile: rocm6.0.x
           tags: superbench/main:rocm6.0
           runner: [self-hosted, rocm-build]
-          build_args: "NUM_MAKE_JOBS=64"
+          build_args: "NUM_MAKE_JOBS=16"
+        - name: rocm6.2
+          dockerfile: rocm6.2.x
+          tags: superbench/main:rocm6.2
+          runner: [self-hosted, rocm-build]
+          build_args: "NUM_MAKE_JOBS=16"
     steps:
       - name: Checkout
         uses: actions/checkout@v2

diff --git a/dockerfile/rocm6.2.x.dockerfile b/dockerfile/rocm6.2.x.dockerfile
@@ -0,0 +1,193 @@
+ARG BASE_IMAGE=rocm/pytorch:rocm6.2_ubuntu20.04_py3.9_pytorch_release_2.3.0
+
+FROM ${BASE_IMAGE}
+
+# OS:
+#   - Ubuntu: 22.04
+#   - Docker Client: 20.10.8
+# ROCm:
+#   - ROCm: 6.2
+# Lib:
+#   - torch: 2.3.0
+#   - rccl: 2.18.3+hip6.0 develop:7e1cbb4
+#   - hipblaslt: release-staging/rocm-rel-6.2
+#   - rocblas: release-staging/rocm-rel-6.2
+#   - openmpi: 4.1.x
+# Intel:
+#   - mlc: v3.11
+
+LABEL maintainer="SuperBench"
+
+ENV DEBIAN_FRONTEND=noninteractive
+RUN apt-get update && \
+    apt-get -q install -y --no-install-recommends  \
+    autoconf \
+    automake \
+    bc \
+    build-essential \
+    curl \
+    dmidecode \
+    git \
+    hipify-clang \
+    iproute2 \
+    jq \
+    libaio-dev \
+    libboost-program-options-dev \
+    libcap2 \
+    libcurl4-openssl-dev \
+    libnuma-dev \
+    libpci-dev \
+    libssl-dev \
+    libtinfo5 \
+    libtool \
+    lshw \
+    net-tools \
+    numactl \
+    openssh-client \
+    openssh-server \
+    pciutils \
+    python3-mpi4py \
+    rsync \
+    sudo \
+    util-linux \
+    vim \
+    wget \
+    && \
+    rm -rf /tmp/*
+
+ARG NUM_MAKE_JOBS=64
+
+# Check if CMake is installed and its version
+RUN cmake_version=$(cmake --version 2>/dev/null | grep -oP "(?<=cmake version )(\d+\.\d+)" || echo "0.0") && \
+    required_version="3.24.1" && \
+    if [ "$(printf "%s\n" "$required_version" "$cmake_version" | sort -V | head -n 1)" != "$required_version" ]; then \
+    echo "existing cmake version is ${cmake_version}" && \
+    cd /tmp && \
+    wget -q https://github.com/Kitware/CMake/releases/download/v${required_version}/cmake-${required_version}.tar.gz && \
+    tar xzf cmake-${required_version}.tar.gz && \
+    cd cmake-${required_version} && \
+    ./bootstrap --prefix=/usr --no-system-curl --parallel=16 && \
+    make -j ${NUM_MAKE_JOBS} && \
+    make install && \
+    rm -rf /tmp/cmake-${required_version}* \
+    else \
+    echo "CMake version is greater than or equal to 3.24.1"; \
+    fi
+
+# Install Docker
+ENV DOCKER_VERSION=20.10.8
+RUN cd /tmp && \
+    wget -q https://download.docker.com/linux/static/stable/x86_64/docker-${DOCKER_VERSION}.tgz -O docker.tgz && \
+    tar --extract --file docker.tgz --strip-components 1 --directory /usr/local/bin/ && \
+    rm docker.tgz
+
+# Update system config
+RUN mkdir -p /root/.ssh && \
+    touch /root/.ssh/authorized_keys && \
+    mkdir -p /var/run/sshd && \
+    sed -i "s/[# ]*PermitRootLogin prohibit-password/PermitRootLogin yes/" /etc/ssh/sshd_config && \
+    sed -i "s/[# ]*PermitUserEnvironment no/PermitUserEnvironment yes/" /etc/ssh/sshd_config && \
+    sed -i "s/[# ]*Port.*/Port 22/" /etc/ssh/sshd_config && \
+    echo "* soft nofile 1048576\n* hard nofile 1048576" >> /etc/security/limits.conf && \
+    echo "root soft nofile 1048576\nroot hard nofile 1048576" >> /etc/security/limits.conf
+
+
+# Get Ubuntu version and set as an environment variable
+RUN export UBUNTU_VERSION=$(lsb_release -r -s)
+RUN echo "Ubuntu version: $UBUNTU_VERSION"
+ENV UBUNTU_VERSION=${UBUNTU_VERSION}
+
+# Install OFED
+ENV OFED_VERSION=5.9-0.5.6.0
+# Check if ofed_info is present and has a version
+RUN if ! command -v ofed_info >/dev/null 2>&1; then \
+    echo "OFED not found. Installing OFED..."; \
+    cd /tmp && \
+    wget -q http://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-${OFED_VERSION}* ; \
+    fi
+
+ENV ROCM_PATH=/opt/rocm
+
+# Install OpenMPI
+ENV OPENMPI_VERSION=4.1.x
+ENV MPI_HOME=/usr/local/mpi
+# Check if Open MPI is installed
+RUN cd /tmp && \
+    git clone --recursive https://github.com/open-mpi/ompi.git -b v${OPENMPI_VERSION}  && \
+    cd ompi && \
+    ./autogen.pl && \
+    mkdir build && \
+    cd build && \
+    ../configure --prefix=/usr/local/mpi  --enable-orterun-prefix-by-default --enable-mpirun-prefix-by-default  --enable-prte-prefix-by-default --with-rocm=/opt/rocm && \
+    make -j $(nproc) && \
+    make -j $(nproc) install && \
+    ldconfig && \
+    cd / && \
+    rm -rf /tmp/openmpi-${OPENMPI_VERSION}*
+
+# Install Intel MLC
+RUN cd /tmp && \
+    wget -q https://downloadmirror.intel.com/763324/mlc_v3.10.tgz -O mlc.tgz && \
+    tar xzf mlc.tgz Linux/mlc && \
+    cp ./Linux/mlc /usr/local/bin/ && \
+    rm -rf ./Linux mlc.tgz
+
+# Install RCCL
+RUN cd /opt/ &&  \
+    git clone -b release/rocm-rel-6.2 https://github.com/ROCmSoftwarePlatform/rccl.git && \
+    cd rccl && \
+    mkdir build && \
+    cd build && \
+    CXX=/opt/rocm/bin/hipcc cmake -DHIP_COMPILER=clang -DCMAKE_BUILD_TYPE=Release -DCMAKE_VERBOSE_MAKEFILE=1 \
+    -DCMAKE_PREFIX_PATH="${ROCM_PATH}/hsa;${ROCM_PATH}/hip;${ROCM_PATH}/share/rocm/cmake/;${ROCM_PATH}" \
+    .. && \
+    make -j${NUM_MAKE_JOBS}
+
+# Install AMD SMI Python Library
+RUN apt install amd-smi-lib -y && \
+    cd /opt/rocm/share/amd_smi && \
+    python3 -m pip install .
+
+ENV PATH="/usr/local/mpi/bin:/opt/superbench/bin:/usr/local/bin/:/opt/rocm/hip/bin/:/opt/rocm/bin/:${PATH}" \
+    LD_PRELOAD="/opt/rccl/build/librccl.so:$LD_PRELOAD" \
+    LD_LIBRARY_PATH="/usr/local/mpi/lib:/usr/lib/x86_64-linux-gnu/:/usr/local/lib/:/opt/rocm/lib:${LD_LIBRARY_PATH}" \
+    SB_HOME=/opt/superbench \
+    SB_MICRO_PATH=/opt/superbench \
+    ANSIBLE_DEPRECATION_WARNINGS=FALSE \
+    ANSIBLE_COLLECTIONS_PATH=/usr/share/ansible/collections
+
+RUN echo PATH="$PATH" > /etc/environment && \
+    echo LD_LIBRARY_PATH="$LD_LIBRARY_PATH" >> /etc/environment && \
+    echo SB_MICRO_PATH="$SB_MICRO_PATH" >> /etc/environment
+
+RUN apt install rocm-cmake -y && \
+    python3 -m pip install --upgrade pip wheel setuptools==65.7
+
+WORKDIR ${SB_HOME}
+
+ADD third_party third_party
+# Apply patch
+RUN cd third_party/perftest && \
+    git apply ../perftest_rocm6.patch
+RUN make RCCL_HOME=/opt/rccl/build/ ROCBLAS_BRANCH=release-staging/rocm-rel-6.2 HIPBLASLT_BRANCH=release-staging/rocm-rel-6.2 ROCM_VER=rocm-5.5.0 -C third_party rocm -o cpu_hpl -o cpu_stream -o megatron_lm
+RUN cp -r /opt/superbench/third_party/hipBLASLt/build/release/hipblaslt-install/lib/*  /opt/rocm/lib/ && \
+    cp -r /opt/superbench/third_party/hipBLASLt/build/release/hipblaslt-install/include/*  /opt/rocm/include/
+RUN cd third_party/Megatron/Megatron-DeepSpeed && \
+    git apply ../megatron_deepspeed_rocm6.patch
+
+# Install transformer_engine
+RUN git clone --recursive https://github.com/ROCm/TransformerEngine.git && \
+    cd TransformerEngine && \
+    export NVTE_FRAMEWORK=pytorch && \
+    pip install .
+
+ADD . .
+ENV USE_HIP_DATATYPE=1
+ENV USE_HIPBLAS_COMPUTETYPE=1
+RUN python3 -m pip install .[amdworker]  && \
+    CXX=/opt/rocm/bin/hipcc make cppbuild  && \
+    make postinstall
+
diff --git a/superbench/common/utils/device_manager.py b/superbench/common/utils/device_manager.py
@@ -179,11 +179,11 @@ def get_device_temperature(self, idx):
         Return:
             temp (int): the temperature of device, None means failed to get the data.
         """
+        temp = None
         try:
             temp = nvml.nvmlDeviceGetTemperature(self._device_handlers[idx], nvml.NVML_TEMPERATURE_GPU)
         except Exception as err:
             logger.warning('Get device temperature failed: {}'.format(str(err)))
-            temp = None
         return temp
 
     def get_device_power(self, idx):
@@ -367,6 +367,7 @@ def get_device_temperature(self, idx):
         Return:
             temp (int): the temperature of device, None means failed to get the data.
         """
+        temp = None
         try:
             temp = rocml.amdsmi_get_temp_metric(
                 self._device_handlers[idx], rocml.AmdSmiTemperatureType.EDGE, rocml.AmdSmiTemperatureMetric.CURRENT
@@ -375,7 +376,6 @@ def get_device_temperature(self, idx):
             pass
         except Exception as err:
             logger.warning('Get device temperature failed: {}'.format(str(err)))
-            temp = None
         return temp
 
     def get_device_power(self, idx):