Posts by Jonathan Bentz
Developer Tools & Techniques
Dec 04, 2025
NVIDIA CUDA 13.1 Powers Next-Gen GPU Programming with NVIDIA CUDA Tile and Performance Gains
NVIDIA CUDA 13.1 introduces the largest and most comprehensive update to the CUDA platform since it was invented two decades ago. In this release,...
11 MIN READ
Data Science
Dec 04, 2025
Simplify GPU Programming with NVIDIA CUDA Tile in Python
The release of NVIDIA CUDA 13.1 introduces tile-based programming for GPUs, making it one of the most fundamental additions to GPU programming since CUDA was...
7 MIN READ
Developer Tools & Techniques
Dec 04, 2025
Focus on Your Algorithm—NVIDIA CUDA Tile Handles the Hardware
With its largest advancement since the NVIDIA CUDA platform was invented in 2006, CUDA 13.1 is launching NVIDIA CUDA Tile. This exciting innovation introduces a...
5 MIN READ
Data Center / Cloud
Oct 14, 2025
Understanding Memory Management on Hardware-Coherent Platforms
If you're an application developer or a cluster administrator, you’ve likely seen how non-uniform memory access (NUMA) can impact system performance. When an...
6 MIN READ
Developer Tools & Techniques
Sep 29, 2025
Unlock GPU Performance: Global Memory Access in CUDA
Managing memory is one of the most important performance characteristics to consider when writing a GPU kernel. This post walks you through the important...
15 MIN READ
Developer Tools & Techniques
Sep 10, 2025
Developers Can Now Get NVIDIA CUDA Directly from Their Favorite Third-Party Platforms
Building and deploying applications can be challenging for developers, requiring them to navigate the complex relationship between hardware and software...
3 MIN READ