This week NVIDIA has introduced the discharge of its newest CUDA improvement surroundings within the type of the CUDA 11.6 Toolkit which is now accessible to obtain immediately from the NVIDIA developer website. The newest CUDA 11.6 launch focuses on enhancing the programming mannequin and efficiency of your CUDA purposes. NVIDIA explains a bit extra : “CUDA continues to push the boundaries of GPU acceleration and lay the foundation for new applications in HPC, visualization, AI, ML and DL, and data science”.
Those of you unfamiliar with CUDA or Compute Unified Device Architecture it takes the type of a parallel computing platform and software programming interface (API) that permits software program to make use of sure forms of graphics processing unit (GPU) for normal function processing. CUDA is a software program layer that provides direct entry to the GPU’s digital instruction set and parallel computational parts, for the execution of compute kernels.
CUDA 11.6 Toolkit options :
CUDA 11.6 ships with the R510 driver, an replace department and the CUDA 11.6 Toolkit is now accessible to obtain immediately from the NVIDIA developer website which is offered by following the hyperlink beneath.
- GSP driver structure now default on Turing and Ampere GPUs
- New API to permit disabling nodes in instantiated graph
- Full help of 128-bit integer kind
- Cooperative teams namespace replace
- CUDA compiler replace
- Nsight Compute 2022.1 launch
Source : NVIDIA
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