Runtime Compilation

NVIDIA and Red Hat have partnered to bring continued improvements to the precompiled NVIDIA Driver introduced in 2020. Last month, NVIDIA announced that the...

Historically, the GPU device code is compiled alongside the application with offline tools such as nvcc. In this case, the GPU device code is managed internally...

Python is the most common programming language for data science, machine learning, and numerical computing. It continues to grow in popularity among scientists...

CUDA Toolkit 12.4 introduced a new nvFatbin library for creating fatbins at runtime. Fatbins, otherwise known as NVIDIA device code fat binaries, are containers...

The latest release of CUDA Toolkit, version 12.4, continues to push accelerated computing performance using the latest NVIDIA GPUs. This post explains the new...

The latest release of CUDA Toolkit continues to push the envelope of accelerated computing performance using the latest NVIDIA GPUs. New features of this...

CUDA is the software development platform for building GPU-accelerated applications, providing all the components you need to develop applications that use...

CUDA is the software development platform for building GPU-accelerated applications, providing all the components needed to develop applications targeting every...

CUDA 8 is one of the most significant updates in the history of the CUDA platform. In addition to Unified Memory and the many new API and library features in...

It's almost time for the next major release of the CUDA Toolkit, so I'm excited to tell you about the CUDA 7 Release Candidate, now available to all CUDA...