Add Dockerfile to build rccl and rccl-tests (#1011)

* [BUILD] Add Dockerfile for RCCL and RCCL-Tests Signed-off-by: nileshnegi <Nilesh.Negi@amd.com> * Update docker/Dockerfile.ubuntu Typo for LD_LIBRARY_PATH Co-authored-by: corey-derochie-amd <161367113+corey-derochie-amd@users.noreply.github.com> * Update docker/Dockerfile.ubuntu use `-b` for `git clone` instead of additional `git checkout` Co-authored-by: corey-derochie-amd <161367113+corey-derochie-amd@users.noreply.github.com> * Update docker/Dockerfile.ubuntu Signed-off-by: nileshnegi <Nilesh.Negi@amd.com> --------- Signed-off-by: nileshnegi <Nilesh.Negi@amd.com> Co-authored-by: corey-derochie-amd <161367113+corey-derochie-amd@users.noreply.github.com>
2024-09-22 03:53:16 -05:00
parent 2fe1e9f7db
commit 707377b3cd
@@ -96,11 +96,42 @@ $ make package
 $ sudo dpkg -i *.deb
 ```

-RCCL package install requires sudo/root access because it creates a directory called "rccl" under /opt/rocm/. This is an optional step and RCCL can be used directly by including the path containing librccl.so.
+RCCL package install requires sudo/root access because it installs under `/opt/rocm/`. This is an optional step as RCCL can instead be used directly by including the path containing `librccl.so`.
+
+## Docker build
+
+Assuming you have docker installed on your system:
+
+#### To build the docker image :
+
+By default, the given Dockerfile uses `docker.io/rocm/dev-ubuntu-22.04:latest` as the base docker image, and then installs RCCL (develop branch) and RCCL-Tests (develop branch).
+```shell
+$ docker build -t rccl-tests -f Dockerfile.ubuntu --pull .
+```
+
+The base docker image, rccl repo, and rccl-tests repo can be modified using `--build-args` in the `docker build` command above. E.g., to use a different base docker image:
+```shell
+$ docker build -t rccl-tests -f Dockerfile.ubuntu --build-arg="ROCM_IMAGE_NAME=rocm/dev-ubuntu-20.04" --build-arg="ROCM_IMAGE_TAG=6.2" --pull .
+```
+
+#### To start an interactive docker container on a system with AMD GPUs :
+
+```shell
+$ docker run -it --rm --device=/dev/kfd --device=/dev/dri --group-add video --ipc=host --network=host --cap-add=SYS_PTRACE --security-opt seccomp=unconfined rccl-tests /bin/bash
+```
+
+#### To run rccl-tests (all_reduce_perf) on 8 AMD GPUs (inside the docker container) :
+
+```shell
+$ mpirun --allow-run-as-root -np 8 --mca pml ucx --mca btl ^openib -x NCCL_DEBUG=VERSION /workspace/rccl-tests/build/all_reduce_perf -b 1 -e 16G -f 2 -g 1
+```
+
+For more information on rccl-tests options, refer to the [Usage](https://github.com/ROCm/rccl-tests#usage) section of rccl-tests.
+

 ## Enabling peer-to-peer transport

-In order to enable peer-to-peer access on machines with PCIe-connected GPUs, the HSA environment variable HSA_FORCE_FINE_GRAIN_PCIE=1 is required to be set, on top of requiring GPUs that support peer-to-peer access and proper large BAR addressing support.
+In order to enable peer-to-peer access on machines with PCIe-connected GPUs, the HSA environment variable `HSA_FORCE_FINE_GRAIN_PCIE=1` is required to be set, on top of requiring GPUs that support peer-to-peer access and proper large BAR addressing support.

 ## Tests

@@ -111,7 +142,7 @@ rccl unit test names are now of the format:

    CollectiveCall.[Type of test]

-Filtering of rccl unit tests should be done with environment variable and by passing the --gtest_filter command line flag, for example:
+Filtering of rccl unit tests should be done with environment variable and by passing the `--gtest_filter` command line flag, for example:

 ```shell
 UT_DATATYPES=ncclBfloat16 UT_REDOPS=prod ./rccl-UnitTests --gtest_filter="AllReduce.C*"
@@ -0,0 +1,109 @@
+## base docker image
+ARG ROCM_IMAGE_NAME=rocm/dev-ubuntu-22.04
+ARG ROCM_IMAGE_TAG=latest
+FROM "${ROCM_IMAGE_NAME}:${ROCM_IMAGE_TAG}"
+
+## rccl repo
+ARG RCCL_REPO=https://github.com/ROCm/rccl
+ARG RCCL_BRANCH=develop
+
+## rccl-tests repo
+ARG RCCL_TESTS_REPO=https://github.com/ROCm/rccl-tests
+ARG RCCL_TESTS_BRANCH=develop
+
+
+## creating scratch space
+RUN mkdir -p /workspace
+WORKDIR /workspace
+
+## install dependencies
+RUN apt-get update \
+    && DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends \
+    ca-certificates \
+    git \
+    make \
+    rocm-cmake \
+    ninja-build \
+    gfortran \
+    build-essential \
+    libomp5 \
+    libomp-dev \
+    libbfd-dev \
+    libboost-all-dev \
+    libnuma1 \
+    libnuma-dev \
+    libpthread-stubs0-dev \
+    libzstd-dev \
+    lcov \
+    zip \
+    zlib1g-dev \
+    wget \
+    pkg-config \
+    unzip \
+    chrpath \
+    doxygen \
+    lshw \
+    build-essential \
+    libssl-dev \
+    curl \
+    libncursesw5-dev \
+    xz-utils \
+    liblzma-dev \
+    python3-pip \
+    python3-setuptools \
+    python3-venv \
+    python3-dev \
+    python3-tk \
+    python3-yaml \
+    && \
+    apt-get clean && \
+    rm -rf /var/lib/apt/lists/*
+
+RUN wget https://github.com/Kitware/CMake/releases/download/v3.28.0/cmake-3.28.0-linux-x86_64.sh \
+    && chmod +x cmake-3.28.0-linux-x86_64.sh \
+    && bash ./cmake-3.28.0-linux-x86_64.sh --prefix=/usr --exclude-subdir --skip-license \
+    && rm cmake-3.28.0-linux-x86_64.sh
+
+## Install UCX
+ENV UCX_INSTALL_PREFIX=/opt/ucx
+RUN wget https://github.com/openucx/ucx/releases/download/v1.16.0/ucx-1.16.0.tar.gz \
+    && mkdir -p ucx \
+    && tar -zxf ucx-1.16.0.tar.gz -C ucx --strip-components=1 \
+    && cd ucx \
+    && mkdir build \
+    && cd build \
+    && ../configure --prefix=${UCX_INSTALL_PREFIX} --with-rocm=/opt/rocm \
+    && make -j16 install \
+    && cd ../.. \
+    && rm -rf ucx ucx-1.16.0.tar.gz
+
+## Install OpenMPI
+ENV MPI_INSTALL_PREFIX=/opt/ompi
+RUN wget https://download.open-mpi.org/release/open-mpi/v4.1/openmpi-4.1.6.tar.gz \
+    && mkdir -p ompi4 \
+    && tar -zxf openmpi-4.1.6.tar.gz -C ompi4 --strip-components=1 \
+    && cd ompi4 \
+    && mkdir build \
+    && cd build \
+    && ../configure --prefix=${MPI_INSTALL_PREFIX} --with-ucx=${UCX_INSTALL_PREFIX} --disable-oshmem --disable-mpi-fortran --enable-orterun-prefix-by-default \
+    && make -j16 install \
+    && cd ../.. \
+    && rm -rf ompi4 openmpi-4.1.6.tar.gz
+
+
+## building RCCL
+ENV RCCL_INSTALL_PREFIX=/opt/rocm
+RUN git clone --recurse-submodules -b "${RCCL_BRANCH}" "${RCCL_REPO}" ./rccl \
+    && cd ./rccl \
+    && ./install.sh -t --prefix=${RCCL_INSTALL_PREFIX}
+
+## building RCCL-Tests
+RUN git clone -b "${RCCL_TESTS_BRANCH}" "${RCCL_TESTS_REPO}" ./rccl-tests \
+    && cd ./rccl-tests \
+    && make MPI=1 MPI_HOME=${MPI_INSTALL_PREFIX} NCCL_HOME=${RCCL_INSTALL_PREFIX} -j16
+
+
+## set environment variables
+ENV PATH="${RCCL_INSTALL_PREFIX}/bin:${MPI_INSTALL_PREFIX}/bin:${PATH}"
+ENV LD_LIBRARY_PATH="${RCCL_INSTALL_PREFIX}/lib:${MPI_INSTALL_PREFIX}/lib:${LD_LIBRARY_PATH}"
+