rocSPARSE exposes a common interface that provides Basic Linear Algebra Subroutines for sparse computation implemented on top of AMD's Radeon Open Compute ROCm runtime and toolchains. rocSPARSE is created using the HIP programming language and optimized for AMD's latest discrete GPUs.
The latest rocSPARSE documentation and API description can be found here.
- Git
- CMake (3.5 or later)
- AMD ROCm 2.5 platform or later
Optional:
- GTest
- Required for tests.
- Use GTEST_ROOT to specify GTest location.
- If GTest is not found, it will be downloaded and built automatically.
- Boost
- Required for benchmarks.
You can build rocSPARSE using the install.sh script
# Clone rocSPARSE using git
git clone https://github.com/ROCmSoftwarePlatform/rocSPARSE.git
# Go to rocSPARSE directory
cd rocSPARSE
# Run install.sh script
# Command line options:
# -h|--help - prints help message
# -i|--install - install after build
# -d|--dependencies - install build dependencies
# -c|--clients - build library clients too (combines with -i & -d)
# -g|--debug - build with debug flag
# --hip-clang - build library for amdgpu backend using hip-clang
./install.sh -dci
All compiler specifications are determined automatically. The compilation process can be performed by
# Clone rocSPARSE using git
git clone https://github.com/ROCmSoftwarePlatform/rocSPARSE.git
# Go to rocSPARSE directory, create and go to the build directory
cd rocSPARSE; mkdir -p build/release; cd build/release
# Configure rocSPARSE
# Build options:
# BUILD_CLIENTS_TESTS - build tests (OFF)
# BUILD_CLIENTS_BENCHMARKS - build benchmarks (OFF)
# BUILD_CLIENTS_SAMPLES - build examples (ON)
# BUILD_VERBOSE - verbose output (OFF)
# BUILD_SHARED_LIBS - build rocSPARSE as a shared library (ON)
CXX=/opt/rocm/bin/hcc cmake -DBUILD_CLIENTS_TESTS=ON ../..
# Build
make
# Install
[sudo] make install
To run unit tests, rocSPARSE has to be built with option -DBUILD_CLIENTS_TESTS=ON.
# Go to rocSPARSE build directory
cd rocSPARSE; cd build/release
# Run all tests
./clients/staging/rocsparse-test
To run benchmarks, rocSPARSE has to be built with option -DBUILD_CLIENTS_BENCHMARKS=ON.
# Go to rocSPARSE build directory
cd rocSPARSE/build/release
# Run benchmark, e.g.
./clients/staging/rocsparse-bench -f hybmv --laplacian-dim 2000 -i 200
Please use the issue tracker for bugs and feature requests.
The license file can be found in the main repository.