NVIDIA delivered impressive results in MLPerf v0.6, demonstrating how its software optimizations enabled the same GPU hardware to perform 40 percent better in just seven months. Built on top of CUDA^®, NVIDIA CUDA-X™ is a collection of libraries, tools, and technologies that deliver dramatically higher performance than alternatives across multiple application domains—from AI to high-performance computing.

AI is empowering organizations to extract deeper insights that improve the way they serve customers and stay competitive. But state-of-the-art AI requires a fully accelerated pipeline with cutting-edge infrastructure, process, and guidelines. The NVIDIA platform meets these needs by accelerating and supporting all AI frameworks for training and inference, delivering an end-to-end platform that lets developers innovate on applications and achieve optimal levels of performance with little to no tuning.

NVIDIA Quadro® Virtual Workstations (Quadro vWS) for GPU-accelerated graphics help creative and technical professionals maximize their productivity from anywhere by giving them access to the most demanding design and engineering applications from the cloud. With T4 GPUs, users can enjoy the most advanced 3D graphics platform, including the latest real-time ray tracing with NVIDIA RTX™ technology, in a virtual machine.