https://zh.wikipedia.org/wiki/CUDA
https://en.wikipedia.org/wiki/CUDA
wikipedia中英文介紹不一致。CUDA最重要的是cuBLAS,很經典的數學計算庫。
CUDA 8.0 comes with the following libraries (for compilation & runtime, in alphabetical order):
- cuBLAS – CUDA Basic Linear Algebra Subroutines library
- CUDART – CUDA Runtime library
- cuFFT – CUDA Fast Fourier Transform library
- cuRAND – CUDA Random Number Generation library
- cuSOLVER – CUDA based collection of dense and sparse direct solvers
- cuSPARSE – CUDA Sparse Matrix library
- NPP – NVIDIA Performance Primitives library
- nvGRAPH – NVIDIA Graph Analytics library
- NVML – NVIDIA Management Library
- NVRTC – NVIDIA Runtime Compilation library for CUDA C++
CUDA 8.0 comes with these other software components:
- nView – NVIDIA nView Desktop Management Software
- NVWMI – NVIDIA Enterprise Management Toolkit
- GameWorks PhysX – is a multi-platform game physics engine
CUDA 9.0–9.2 comes with these other components:
- CUTLASS 1.0 – custom linear algebra algorithms,
- NVIDIA Video Decoder was deprecated in CUDA 9.2; it is now available in NVIDIA Video Codec SDK
CUDA 10 comes with these other components:
- nvJPEG – Hybrid (CPU and GPU) JPEG processing
CUDA 11.0–11.8 comes with these other components:[17][18][19][20]
- CUB is new one of more supported C++ libraries
- MIG multi instance GPU support
- nvJPEG2000 – JPEG 2000 encoder and decoder