Posts by Jonathan Bentz
Models / Libraries / Frameworks
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
Development & Optimization
Sep 10, 2025
Developers Can Now Get 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
Development & Optimization
Aug 06, 2025
What’s New and Important in CUDA Toolkit 13.0
The newest update to the CUDA Toolkit, version 13.0, features advancements to accelerate computing on the latest NVIDIA CPUs and GPUs. As a major release, it...
19 MIN READ
Development & Optimization
Aug 04, 2025
Navigating GPU Architecture Support: A Guide for NVIDIA CUDA Developers
If you’ve used the NVIDIA CUDA Compiler (NVCC) for your NVIDIA GPU application recently, you may have encountered a warning message like the following: nvcc...
6 MIN READ
Development & Optimization
Jul 02, 2025
Advanced NVIDIA CUDA Kernel Optimization Techniques: Handwritten PTX
As accelerated computing continues to drive application performance in all areas of AI and scientific computing, there's a renewed interest in GPU optimization...
11 MIN READ
Models / Libraries / Frameworks
May 05, 2025
Just Released: CUDA 12.9
New features include enhancements to confidential computing and family-specific features and targets supported by NVCC.
1 MIN READ