🚧 WORK IN PROGRESS 🚧

Singe

A machine learning framework that sets tensors ablaze.

Ecosystem

• singe-cublas: Safe Rust wrappers for the NVIDIA cuBLAS dense linear algebra library (with cuBLASLt).
• singe-cuda: Safe Rust wrappers for CUDA driver, runtime, NVRTC, NVVM, NVTX, memory, streams, modules, and graphs.
• singe-cuda-macros: Procedural macros for working with CUDA.
• singe-cuda-find: CUDA toolkit discovery and library path resolution utilities.
• singe-cufile: Safe Rust wrappers for NVIDIA cuFile GPUDirect Storage library.
• singe-curand: Safe cuRAND host API wrappers for CUDA random number generation.
• singe-cudnn: Safe Rust wrappers for the NVIDIA cuDNN deep neural network library. Includes backend and frontend APIs.
• singe-cudss: Safe Rust wrappers for the NVIDIA Direct Sparse Solvers (cuDSS) library.
• singe-cufft: Safe Rust wrappers for the NVIDIA cuFFT fast Fourier transform library.
• singe-cusolver: Safe Rust wrappers for the NVIDIA cuSOLVER dense and sparse solver library.
• singe-cupti: Safe Rust wrappers for NVIDIA CUPTI profiling and callback APIs.
• singe-cusparse: Safe Rust wrappers for the NVIDIA cuSPARSE sparse linear algebra library.
• singe-cutensor: Safe Rust wrappers for NVIDIA cuTENSOR library.
• singe-nvml: Safe Rust wrappers for NVIDIA Management Library (NVML), monitoring, MIG, and vGPU APIs.
• singe-nccl: Safe Rust wrappers for the NVIDIA Collective Communications Library (NCCL).
• singe-npp: Safe Rust wrappers for NVIDIA Performance Primitives library (NPP).
• singe-onnx: ONNX model loading utilities.
• singe-ptx: CUDA PTX parser, AST, and instruction metadata utilities.