Dockerfile - Add rocm6.0 dockerfile (#602)

**Description** Add rocm6.0 dockerfile.
2023-12-27 19:29:48 +08:00 · 2023-12-27 19:29:48 +08:00 · c2e7a543bb
--- a/.github/workflows/build-image.yml
+++ b/.github/workflows/build-image.yml
@ -40,6 +40,11 @@ jobs:
          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"
    steps:
      - name: Checkout
        uses: actions/checkout@v2
--- a/dockerfile/rocm5.7.x.dockerfile
+++ b/dockerfile/rocm5.7.x.dockerfile
@ -110,21 +110,18 @@ RUN bash -c 'echo -e "gfx90a:xnack-\ngfx90a:xnac+\ngfx940\ngfx941\ngfx942\ngfx10
 # Install OpenMPI
 ENV OPENMPI_VERSION=4.1.x
 # Check if Open MPI is installed
-RUN [ -d /usr/local/bin/mpirun ] || { \
-    echo "Open MPI not found. Installing Open MPI..." && \
-    cd /tmp && \
+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  --enable-orterun-prefix-by-default  --enable-mpirun-prefix-by-default  --enable-prte-prefix-by-default --with-rocm=/opt/rocm && \
+    ../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}* ;\
-    }
+    rm -rf /tmp/openmpi-${OPENMPI_VERSION}*

 # Install Intel MLC
 RUN cd /tmp && \
@ -140,8 +137,8 @@ RUN cd /opt/ &&  \
    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}" \
-        .. && \
+    -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
@ -166,11 +163,13 @@ RUN apt install rocm-cmake -y && \
 WORKDIR ${SB_HOME}

 ADD third_party third_party
-RUN make RCCL_HOME=/opt/rccl/build/ MPI_HOME=/usr/local ROCBLAS_BRANCH=release/rocm-rel-5.7.1.1 HIPBLASLT_BRANCH=release-staging/rocm-rel-5.7 ROCM_VER=rocm-5.5.0 -C third_party rocm -o cpu_hpl -o cpu_stream -o megatron_lm
+# Apply patch
+RUN cd third_party/perftest && \
+    git apply ../perftest_rocm6.patch
+RUN make RCCL_HOME=/opt/rccl/build/ ROCBLAS_BRANCH=release/rocm-rel-5.7.1.1 HIPBLASLT_BRANCH=release/rocm-rel-5.7 ROCM_VER=rocm-5.5.0 -C third_party rocm -o cpu_hpl -o cpu_stream -o megatron_lm

 ADD . .
 #ENV USE_HIPBLASLT_DATATYPE=1
-ENV CXX=/opt/rocm/bin/hipcc
 RUN python3 -m pip install .[amdworker]  && \
-    make cppbuild  && \
+    CXX=/opt/rocm/bin/hipcc make cppbuild  && \
    make postinstall
--- a/dockerfile/rocm6.0.x.dockerfile
+++ b/dockerfile/rocm6.0.x.dockerfile
@ -0,0 +1,180 @@
+ARG BASE_IMAGE=rocm/pytorch:rocm6.0_ubuntu22.04_py3.9_pytorch_2.0.1
+
+FROM ${BASE_IMAGE}
+
+# OS:
+#   - Ubuntu: 22.04
+#   - Docker Client: 20.10.8
+# ROCm:
+#   - ROCm: 6.0
+# Lib:
+#   - torch: 2.0.1
+#   - rccl: 2.18.3+hip6.0 develop:7e1cbb4
+#   - hipblaslt: 950ca43
+#   - openmpi: 4.1.x
+#   - apex: 1.0.0
+# Intel:
+#   - mlc: v3.10
+
+LABEL maintainer="SuperBench"
+
+ENV DEBIAN_FRONTEND=noninteractive
+RUN apt-get update && \
+    apt-get -q install -y --no-install-recommends  \
+    autoconf \
+    automake \
+    bc \
+    build-essential \
+    curl \
+    dmidecode \
+    git \
+    hipify-clang \
+    iproute2 \
+    jq \
+    libaio-dev \
+    libboost-program-options-dev \
+    libcap2 \
+    libcurl4-openssl-dev \
+    libnuma-dev \
+    libpci-dev \
+    libssl-dev \
+    libtinfo5 \
+    libtool \
+    lshw \
+    net-tools \
+    numactl \
+    openssh-client \
+    openssh-server \
+    pciutils \
+    python3-mpi4py \
+    rsync \
+    sudo \
+    util-linux \
+    vim \
+    wget \
+    && \
+    rm -rf /tmp/*
+
+ARG NUM_MAKE_JOBS=64
+
+# Check if CMake is installed and its version
+RUN cmake_version=$(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 3.23"; \
+    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
+
+# Add target file to help determine which device(s) to build for
+ENV ROCM_PATH=/opt/rocm
+RUN bash -c 'echo -e "gfx90a:xnack-\ngfx90a:xnac+\ngfx940\ngfx941\ngfx942:sramecc+:xnack-\n" >> ${ROCM_PATH}/bin/target.lst'
+
+# Install OpenMPI
+ENV OPENMPI_VERSION=4.1.x
+# Check if Open MPI is installed
+RUN cd /tmp && \
+    git clone --recursive https://github.com/open-mpi/ompi.git -b v${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 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${NUM_MAKE_JOBS}
+
+ENV PATH="/opt/superbench/bin:/usr/local/bin/:/opt/rocm/hip/bin/:/opt/rocm/bin/:${PATH}" \
+    LD_PRELOAD="/opt/rccl/build/librccl.so:$LD_PRELOAD" \
+    LD_LIBRARY_PATH="/usr/local/lib/:/opt/rocm/lib:${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/rocm-rel-6.0 HIPBLASLT_BRANCH=release/rocm-rel-6.0 ROCM_VER=rocm-5.5.0 -C third_party rocm -o cpu_hpl -o cpu_stream -o megatron_lm
+RUN cd third_party/Megatron/Megatron-DeepSpeed && \
+    git apply ../megatron_deepspeed_rocm6.patch
+
+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
--- a/third_party/Makefile
+++ b/third_party/Makefile
@ -7,10 +7,12 @@ MPI_HOME ?= /usr/local/mpi
 HIP_HOME ?= /opt/rocm/hip
 RCCL_HOME ?= /opt/rocm/rccl
 HPCX_HOME ?= /opt/hpcx
+ROCM_PATH ?= /opt/rocm

 CUDA_VER ?= $(shell nvcc --version | grep 'release' | awk '{print $$6}' | cut -c2- | cut -d '.' -f1-2)
 ROCBLAS_BRANCH ?= rocm-$(shell dpkg -l | grep 'rocm-dev ' | awk '{print $$3}' | cut -d '.' -f1-3)
 HIPBLASLT_BRANCH ?= rocm-$(shell dpkg -l | grep 'rocm-dev ' | awk '{print $$3}' | cut -d '.' -f1-3)
+ROCM_VER ?= $(shell hipconfig -R | grep -oP '\d+\.\d+\.\d+' || echo "0.0.0")

 .PHONY: all cuda_with_msccl cuda rocm common cuda_cutlass cuda_bandwidthTest cuda_nccl_tests cuda_perftest cuda_msccl rocm_perftest fio rocm_rccl_tests rocm_rocblas rocm_bandwidthTest gpcnet cuda_gpuburn cpu_stream cpu_hpl directx_amf_encoding_latency directx_amd rocm_hipblaslt megatron_lm megatron_deepspeed apex_rocm

--- a/third_party/Megatron/megatron_deepspeed_rocm6.patch
+++ b/third_party/Megatron/megatron_deepspeed_rocm6.patch
@ -0,0 +1,39 @@
+diff --git a/megatron/fused_kernels/scaled_masked_softmax_cuda.cu b/megatron/fused_kernels/scaled_masked_softmax_cuda.cu
+index 76086de..1533648 100644
+--- a/megatron/fused_kernels/scaled_masked_softmax_cuda.cu
+++ b/megatron/fused_kernels/scaled_masked_softmax_cuda.cu
+@@ -4,7 +4,7 @@
+ #include <cuda.h>
+ #include <cuda_runtime.h>
+ #include <cuda_fp16.h>
+-#ifndef __HIP_PLATFORM_HCC__
+#ifndef __HIP_PLATFORM_AMD__
+ #include <cuda_profiler_api.h>
+ #endif
+ #include <ATen/cuda/CUDAContext.h>
+diff --git a/megatron/fused_kernels/scaled_softmax_cuda.cu b/megatron/fused_kernels/scaled_softmax_cuda.cu
+index 90e1c9f..d217aec 100644
+--- a/megatron/fused_kernels/scaled_softmax_cuda.cu
+++ b/megatron/fused_kernels/scaled_softmax_cuda.cu
+@@ -4,7 +4,7 @@
+ #include <cuda.h>
+ #include <cuda_runtime.h>
+ #include <cuda_fp16.h>
+-#ifndef __HIP_PLATFORM_HCC__
+#ifndef __HIP_PLATFORM_AMD__
+ #include <cuda_profiler_api.h>
+ #endif
+ #include <ATen/cuda/CUDAContext.h>
+diff --git a/megatron/fused_kernels/scaled_upper_triang_masked_softmax_cuda.cu b/megatron/fused_kernels/scaled_upper_triang_masked_softmax_cuda.cu
+index 74c9f3d..03b5fc8 100644
+--- a/megatron/fused_kernels/scaled_upper_triang_masked_softmax_cuda.cu
+++ b/megatron/fused_kernels/scaled_upper_triang_masked_softmax_cuda.cu
+@@ -4,7 +4,7 @@
+ #include <cuda.h>
+ #include <cuda_runtime.h>
+ #include <cuda_fp16.h>
+-#ifndef __HIP_PLATFORM_HCC__
+#ifndef __HIP_PLATFORM_AMD__
+ #include <cuda_profiler_api.h>
+ #endif
+ #include <ATen/cuda/CUDAContext.h>
--- a/third_party/perftest
+++ b/third_party/perftest
@ -1 +1 @@
-Subproject commit 5fb4f10a7e7827ed15e53c25810a10be279d6e23
+Subproject commit dffd1dd8b8a26dad2634a546e7e4d082dc882fbc
--- a/third_party/perftest_rocm6.patch
+++ b/third_party/perftest_rocm6.patch
@ -0,0 +1,28 @@
+diff --git a/configure.ac b/configure.ac
+index 20eceda..c8f0c07 100755
+--- a/configure.ac
+++ b/configure.ac
+@@ -237,7 +237,7 @@ AC_ARG_WITH([rocm],
+             ],
+             [AS_CASE([$with_rocm],
+                      [yes|no], [],
+-                     [CPPFLAGS="-I$with_rocm/include $CPPFLAGS"
+                     [CPPFLAGS="-I$with_rocm/include -D__HIP_PLATFORM_AMD__=1 $CPPFLAGS"
+                       LDFLAGS="-L$with_rocm/lib64 -Wl,-rpath=$with_rocm/lib64 -L$with_rocm/lib -Wl,-rpath=$with_rocm/lib -lamdhip64 $LDFLAGS"])
+             ])
+ 
+diff --git a/src/rocm_memory.c b/src/rocm_memory.c
+index e9a9136..b6cb23a 100644
+--- a/src/rocm_memory.c
+++ b/src/rocm_memory.c
+@@ -44,8 +44,8 @@ static int init_rocm(int device_id) {
+ 
+ 	hipDeviceProp_t prop = {0};
+ 	ROCM_CHECK(hipGetDeviceProperties(&prop, device_id));
+-	printf("Using ROCm Device with ID: %d, Name: %s, PCI Bus ID: 0x%x, GCN Arch: %d\n",
+-	       device_id, prop.name, prop.pciBusID, prop.gcnArch);
+        printf("Using ROCm Device with ID: %d, Name: %s, PCI Bus ID: 0x%x, GCN Arch: %s\n",
+                device_id, prop.name, prop.pciBusID, prop.gcnArchName);
+ 
+ 	return SUCCESS;
+ }