Blaze CUDA · WIP
CUDA extension for Blaze.
Introduction
The library is made to add CUDA capability to Blaze by adding CUDA vector, matrix and tensor types.
Build requirements
The only requirement is to use clang in CUDA mode instead of nvcc. nvcc fails to compile Blaze despite being "C++14-compatible", whereas clang succeeds in CUDA mode. Additionally, clang outputs cleaner error messages and provides a more standard shell interface, which makes scripting, and dependency management in makefiles easier.
The example folder provides a simple Makefile that can be used as a reference for projects that use Blaze CUDA.
Installation
sudo make install
Uninstall target available as well
Features
- Dense Vectors
- Dense Matrices (no CustomMatrix yet)
- Element-wise operations for dense matrices & vectors
- [WIP] Partial cuBLAS implementation for more complex operations
Blaze Tensor will be supported in the future.