Building RCCL from source

Building RCCL from source#

To build RCCL as part of the ROCm Core SDK, see TheRock build instructions. TheRock is the recommended way to build ROCm components from source.

Alternatively, you can build RCCL standalone using the following instructions.

To build RCCL directly from the source code, follow these steps. This guide also includes instructions explaining how to test the build. For information on using the quick start install script to build RCCL, see Install RCCL.

Requirements#

The following prerequisites are required to build RCCL:

ROCm-supported GPUs
Having the ROCm stack installed on the system, including the HIP runtime and the HIP-Clang compiler.

Build and install RCCL using the install script#

To quickly install RCCL using the install script, follow these steps. For additional tips, see RCCL usage tips.

Quick start RCCL build#

RCCL directly depends on the HIP runtime plus the HIP-Clang compiler, which are part of the ROCm software stack. For ROCm installation instructions, see the rocm:install/rocm.

Use the install.sh helper script, located in the root directory of the RCCL repository, to build and install RCCL with a single command. It uses hard-coded configurations that can be specified directly when using cmake. However, it’s a great way to get started quickly and provides an example of how to build and install RCCL.

Run the install script#

To build the library using the install script, use this command:

./install.sh

To build for only for your local machine’s AMD GPU architecture, reducing build time, add the -l flag.

./install.sh -l

For more information on the build options and flags for the install script, run the following command:

./install.sh --help

The RCCL build and installation helper script options are as follows:

RCCL build & installation helper script
 Options:
       --address-sanitizer     Build with address sanitizer enabled
       --amdgpu_targets        Only compile for specified GPU architecture(s). For multiple targets, separate by ';' (builds for all supported GPU architectures by default)
       --cmake-options         Pass additional CMake options (e.g. --cmake-options "-DFOO=BAR -DBAZ=ON")
       --debug                 Build debug library
       --debug-fast            Build debug library with lto optimization disabled (fast build times)
    -d|--dependencies          Install RCCL dependencies
       --device-linker         Build with assembly-extract device linker (default)
       --disable-colltrace     Build without collective trace
       --disable-roctx         Build without ROCTX logging
       --disable-warp-speed    Disable WARP_SPEED kernel optimizations
       --dump-asm              Disassemble code and dump assembly with inline code
    -c|--enable-code-coverage  Enable code coverage
       --enable_backtrace      Build with custom backtrace support
       --enable-mpi-tests      Enable MPI-based tests (requires --debug and MPI installation; set MPI_PATH if not in /opt/ompi)
    -f|--fast                  Quick-build RCCL (local gpu arch only, no backtrace, and collective trace support)
       --force-reduce-pipeline Force reduce_copy sw pipeline to be used for every reduce-based collectives and datatypes
       --generate-sym-kernels  Generate symmetric memory kernels (default: OFF)
    -h|--help                  Prints this help message
    -i|--install               Install RCCL library (see --prefix argument below)
    -j|--jobs                  Specify how many parallel compilation jobs to run (16 by default)
       --kernel-resource-use   Dump GPU kernel resource usage (e.g., VGPRs, scratch, spill) at link stage
    -l|--local_gpu_only        Only compile for local GPU architecture
       --log-trace             Build with log trace enabled (i.e. NCCL_DEBUG=TRACE)
       --no_clean              Don't delete files if they already exist
       --no-device-linker      Disable device linker, use standard -fgpu-rdc
       --npkit-enable          Compile with npkit enabled
       --openmp-test-enable    Enable OpenMP in rccl unit tests
    -p|--package_build         Build RCCL package
       --prefix                Specify custom directory to install RCCL to (default: `/opt/rocm`)
    -q|--quiet-warnings        Suppress majority of compiler warnings (not recommended)
       --rocshmem              Build with rocSHMEM support
       --run_tests_all         Run all rccl unit tests (must be built already)
    -r|--run_tests_quick       Run small subset of rccl unit tests (must be built already)
       --static                Build RCCL as a static library instead of shared library
    -t|--tests_build           Build rccl unit tests, but do not run
       --time-trace            Plot the build time of RCCL (requires `ninja-build` package installed on the system)
       --verbose               Show compile commands

  Available RCCL-specific CMake options for --cmake-options:
    -DBUILD_EXT_EXAMPLES=ON               Build ext-{net,tuner,profiler} example plugins (default: OFF)
    -DDWORDX4_INTRINSICS=OFF              Disable dwordx4 intrinsics (default: ON)
    -DENABLE_COMPRESS=OFF                 Disable GPU code compression (default: ON)
    -DENABLE_IFC=ON                       Enable indirect function call (default: OFF)
    -DFAULT_INJECTION=OFF                 Disable fault injection (default: ON)
    -DPROFILE=ON                          Enable profiling (default: OFF)
    -DRCCL_ROCPROFILER_REGISTER=OFF       Disable rocprofiler-register support (default: ON)
    -DTIMETRACE=ON                        Enable time-trace during compilation (default: OFF)

  Environment variables:
    ONLY_FUNCS                 Build only specified collective functions (debug builds only).
                               Restricts GPU kernel generation to the listed collectives, significantly
                               reducing build time during development. Use '|' to separate multiple functions.
                               Example: ONLY_FUNCS="AllReduce|SendRecv" ./install.sh --debug -t
                               Available: AllReduce, Broadcast, Reduce, AllGather, ReduceScatter,
                                          AlltoAllPivot, SendRecv, AlltoAllGda, AlltoAllvGda
                               Advanced: Specify algo, protocol, redop, and type per collective.
                                 ONLY_FUNCS="AllReduce RING SIMPLE Sum f32|SendRecv"
    ROCSHMEM_INSTALL_DIR       Path to a pre-built rocSHMEM installation (skips building from source)

Tip

By default, the RCCL install script builds all the GPU targets that are defined in DEFAULT_GPUS in CMakeLists.txt. To target specific GPUs and potentially reduce the build time, use --amdgpu_targets along with a semicolon (;) separated string list of the GPU targets.

Building the library using CMake#

To build the library from source, follow these steps:

git clone --recursive https://github.com/ROCm/rccl.git
cd rccl
mkdir build
cd build
cmake ..
make -j 16      # Or some other suitable number of parallel jobs

If you have already cloned the repository, you can checkout the external submodules manually.

git submodule update --init --recursive --depth=1

You can substitute a different installation path by providing the path as a parameter to CMAKE_INSTALL_PREFIX, for example:

cmake -DCMAKE_INSTALL_PREFIX=$PWD/rccl-install -DCMAKE_BUILD_TYPE=Release ..

Note

Ensure ROCm CMake is installed using the command apt install rocm-cmake. By default, CMake builds the component in debug mode unless DCMAKE_BUILD_TYPE is specified.

Building the RCCL package and install package:#

After you have cloned the repository and built the library as described in the previous section, use this command to build the package on Debian-based distros:

cd rccl/build
make package
sudo dpkg -i *.deb

Note

The RCCL package install process requires sudo or root access because it creates a directory named rccl in /opt/rocm/. This is an optional step. RCCL can be used directly by including the path containing librccl.so.

Testing RCCL#

The RCCL unit tests are implemented using the Googletest framework in RCCL. These unit tests require Googletest 1.10 or higher to build and run (this dependency can be installed using the -d option for install.sh). To run the RCCL unit tests, go to the build folder and the test subfolder, then run the appropriate RCCL unit test executables.

The RCCL unit test names follow this format:

CollectiveCall.[Type of test]

Filtering of the RCCL unit tests can be done using environment variables and by passing the --gtest_filter command line flag:

UT_DATATYPES=ncclBfloat16 UT_REDOPS=prod ./rccl-UnitTests --gtest_filter="AllReduce.C*"

This command runs only the AllReduce correctness tests with the float16 datatype. A list of the available environment variables for filtering appears at the top of every run. See the Googletest documentation for more information on how to form advanced filters.

There are also other performance and error-checking tests for RCCL. They are maintained separately at ROCm/rccl-tests.

Note

For more information on how to build and run rccl-tests, see the rccl-tests README file .

Building RCCL from source

Contents

Building RCCL from source#

Requirements#

Build and install RCCL using the install script#

Quick start RCCL build#

Run the install script#

Building the library using CMake#

Building the RCCL package and install package:#

Testing RCCL#