NVIDIA Unveils CUDA Toolkit 12.0: What's New and Improved? - MarkTechPost

NVIDIA recently released the 12.0 version of the CUDA Toolkit. This release, which focused on new programming models and CUDA application acceleration through new hardware capabilities, was the first significant update in a long time. After this update, we can now target CUDA custom code, improved libraries, and developer tools that provide architecture-specific features and instructions in the NVIDIA Hopper and NVIDIA Ada Lovelace architectures. NVIDIA's parallel computing platform, CUDA (Compute Unified Device Architecture), was created for general computing and is the main basis for GPGPU. It is a layer of software that gives compute kernels direct access to the virtual instruction set of GPUs as well as parallel computational components.