Python

Jul 30, 2026

Run High-Performance Core Math at Scale with NVIDIA nvmath-python

NVIDIA nvmath-python is a library designed to bridge the gap between the Python scientific community and NVIDIA CUDA-X math libraries. It gives Python users...

15 MIN READ

Jul 27, 2026

Six Agent Harness Capabilities for Higher Model Performance

Building a great AI agent isn’t just about choosing the right models. The harness is the architecture surrounding the model. How it renders context, executes...

10 MIN READ

Jul 23, 2026

Start Customizing NVIDIA Nemotron 3 Nano with Prime Intellect Lab in Minutes

Customization is what enables developers to take a general model and tailor it to use cases, domains, languages, and more. However, customization comes with a...

13 MIN READ

Jun 15, 2026

Boosting MoE Training Throughput with Advanced Fusion Kernels

Mixture-of-experts (MoE) models have quickly become a foundational component of modern, large-scale AI systems. They are widely adopted because they enable...

9 MIN READ

May 26, 2026

NVIDIA CUDA 13.3 Enhances GPU Development with Tile Programming in C++, Compiler Autotuning, and Python Updates

NVIDIA CUDA 13.3 brings new capabilities and performance optimizations to developers across the CUDA ecosystem. The launch of NVIDIA CUDA Tile programming in...

13 MIN READ

May 13, 2026

Accelerated X-Ray Analysis for Nanoscale Imaging (XANI) of Novel Materials

A massive-scale X-ray free-electron laser (XFEL) enables tracking structural and electron dynamics in novel systems, including fusion materials,...

11 MIN READ

Apr 22, 2026

Simplify Sparse Deep Learning with Universal Sparse Tensor in nvmath-python

In a previous post, we introduced the Universal Sparse Tensor (UST), enabling developers to decouple a tensor’s sparsity from its memory layout for greater...

11 MIN READ

Mar 12, 2026

Build Accelerated, Differentiable Computational Physics Code for AI with NVIDIA Warp

Computer-aided engineering (CAE) is shifting from human-driven workflows toward AI-driven ones, including physics foundation models that generalize across...

18 MIN READ

Mar 09, 2026

CUDA 13.2 Introduces Enhanced CUDA Tile Support and New Python Features

CUDA 13.2 arrives with a major update: NVIDIA CUDA Tile is now supported on devices of compute capability 8.X architectures (NVIDIA Ampere and NVIDIA Ada), as...

15 MIN READ

Mar 09, 2026

Enhancing Distributed Inference Performance with the NVIDIA Inference Transfer Library

Deploying large language models (LLMs) requires large-scale distributed inference, which spreads model computation and request handling across many GPUs and...

13 MIN READ

Mar 03, 2026

cuTile.jl Brings NVIDIA CUDA Tile-Based Programming to Julia

NVIDIA CUDA Tile is one of the most significant additions to NVIDIA CUDA programming and unlocks automatic access to tensor cores and other specialized...

5 MIN READ

Jan 30, 2026

Establishing a Scalable Sparse Ecosystem with the Universal Sparse Tensor

Sparse tensors are vectors, matrices, and higher-dimensional generalizations with many zeros. They are crucial in various fields such as scientific computing,...

15 MIN READ

Jan 14, 2026

How to Write High-Performance Matrix Multiply in NVIDIA CUDA Tile

This blog post is part of a series designed to help developers learn NVIDIA CUDA Tile programming for building high-performance GPU kernels, using matrix...

13 MIN READ

Dec 16, 2025

Advanced Large-Scale Quantum Simulation Techniques in cuQuantum SDK v25.11

Simulating large-scale quantum computers has become more difficult as the quality of quantum processing units (QPUs) improves. Validating the results is key to...

11 MIN READ

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

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...

5 MIN READ