Researchers, scientists, and developers can accelerate their High Performance Computing (HPC) applications using specialized libraries, directive-based approaches, and language-based models. CUDA-X, OpenACC, and CUDA help developers utilize the thousands of computational cores available on NVIDIA GPUs to deliver ground breaking application performance in domains ranging from computational science to artificial intelligence.