vkfft-rs allows high-performance execution of 1, 2, or 3D FFTs on the GPU using Vulkan in Rust, with built-in support for convolutions.
vkfft-rs is a binding for VkFFT that assumes usage with vulkano. While VkFFT, despite the name, supports multiple backends, this wrapper requires usage with Vulkan.
While vkfft-rs attempts to maintain a safe API, it's very likely there are some safe functions in this codebase that can still cause unsafe behavior. VkFFT's API and associated data structures are unsafe and stateful, which presents difficulties in ensuring Rust's safety guarantees. Until its safety properties can be properly verified it is recommend to proceed with caution. PRs welcome!
# Clone VkFFT
git clone https://github.com/DTolm/VkFFT.git
# Navigate into the folder
cd VkFFT
# Create a build directory (this currently must be named "build"!)
mkdir build && cd build
# Configure build
cmake ..
# Build
make
# Build vkfft-rs
cd vkfft-rs
# VKFFT_ROOT must be set to the root directory of VkFFT!
export VKFFT_ROOT=/path/to/VkFFT
# Build
cargo build --examples
# Run convolution example
cargo run --example convolutionIf your system already has libSPIRV.a in the library search path and are encountering strange segmentation faults
in SPIRV at runtime, it's possible Rust has linked against the system libSPIRV.a rather than the one in VkFFT's build
directory. These different libraries might be ABI incompatible.
This is unfortunately a limitation of cargo/rustc's ability for a crate to specify absolute paths for static libraries. It is recommended to, unfortunately, remove the other libSPIRV.a from the system library path.
For example, on Ubuntu:
sudo mv /usr/lib/x86_64-linux-gnu/libSPIRV.a /usr/lib/x86_64-linux-gnu/libSPIRV.a.backup