This week, NVIDIA announced the release of its latest CUDA development environment in the form of the CUDA 11.6 toolkit, now available for download directly from the NVIDIA developer site. The latest release of CUDA 11.6 aims to improve the programming model and improve the performance of your CUDA applications. NVIDIA explains a little more: “CUDA continues to push the boundaries of GPU acceleration and lays the foundation for new applications in HPC, visualization, artificial intelligence, machine and deep learning, and data science.”
For those of you not familiar with CUDA or Compute Unified Device Architecture, it is a parallel computing platform and application programming interface (API) that allows software to use certain types of graphics processing units (GPUs) for general purpose processing. CUDA is a software layer that provides direct access to the GPU’s virtual instruction set and parallel compute elements for executing compute cores.
CUDA 11.6 toolkit features:
CUDA 11.6 ships with the R510 driver, update branch, and CUDA 11.6 toolkit, which can now be downloaded directly from the NVIDIA developers site using the link below.
- The GSP driver architecture is now the default for Turing and Ampere GPUs.
- A new API that allows you to disable nodes in a generated graph.
- Full support for 128-bit integer type
- Co-op group namespace update
- CUDA Compiler Update
- Nsight Compute 2022.1 release
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