Discovering New Features in CUDA 11.4
“NVIDIA announces the newest release of the CUDA development environment, CUDA 11.4. This release includes GPU-accelerated libraries, debugging and optimization tools, programming language enhancements, and a runtime library to build and deploy your application on GPUs across the major CPU architectures: x86, Arm, and POWER.
CUDA 11.4 is focused on enhancing the programming model and performance of your CUDA applications. CUDA continues to push the boundaries of GPU acceleration and lay the foundation for new applications in HPC, graphics, CAE applications, AI and deep learning, automotive, healthcare, and data sciences.
CUDA 11.4 has several important features. This post offers an overview of the key capabilities:
CUDA Programming model enhancements:
- CUDA Graphs
- Multi-Process Service (MPS)
- Formalizing Asynchronous Data Movement
- C++ Language support – CUDA
- Compiler enhancements
- CUDA Driver Enhancements…”