Posts by Tony Scudiero
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
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
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
Developer Tools & Techniques
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