Posts by Jonathan Bentz
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
Simulation / Modeling / Design
May 01, 2025
NVIDIA Blackwell and NVIDIA CUDA 12.9 Introduce Family-Specific Architecture Features
One of the earliest architectural design decisions that went into the CUDA platform for NVIDIA GPUs was support for backward compatibility of GPU code. This...
14 MIN READ
Simulation / Modeling / Design
Apr 23, 2025
NVIDIA cuPyNumeric 25.03 Now Fully Open Source with PIP and HDF5 Support
NVIDIA cuPyNumeric is a library that aims to provide a distributed and accelerated drop-in replacement for NumPy built on top of the Legate framework. It brings...
4 MIN READ