HPC SDK

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Aug 21, 2025

Less Coding, More Science: Simplify Ocean Modeling on GPUs With OpenACC and Unified Memory

NVIDIA HPC SDK v25.7 delivers a significant leap forward for developers working on high-performance computing (HPC) applications with GPU acceleration. This...
11 MIN READ
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Sep 11, 2024

Constant Time Launch for Straight-Line CUDA Graphs and Other Performance Enhancements

CUDA Graphs are a way to define and batch GPU operations as a graph rather than a sequence of stream launches. A CUDA Graph groups a set of CUDA kernels and...
8 MIN READ
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Aug 07, 2024

Profit and Loss Modeling on GPUs with ISO C++ Language Parallelism

The previous post How to Accelerate Quantitative Finance with ISO C++ Standard Parallelism demonstrated how to write a Black-Scholes simulation using ISO C++...
10 MIN READ
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Mar 27, 2024

Efficient CUDA Debugging: Using NVIDIA Compute Sanitizer with NVIDIA Tools Extension and Creating Custom Tools

NVIDIA Compute Sanitizer is a powerful tool that can save you time and effort while improving the reliability and performance of your CUDA applications....
14 MIN READ
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Mar 25, 2024

Building High-Performance Applications in the Era of Accelerated Computing

AI is augmenting high-performance computing (HPC) with novel approaches to data processing, simulation, and modeling. Because of the computational requirements...
6 MIN READ
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Nov 16, 2023

Unlock the Power of NVIDIA Grace and NVIDIA Hopper Architectures with Foundational HPC Software

High-performance computing (HPC) powers applications in simulation and modeling, healthcare and life sciences, industry and engineering, and more. In the...
7 MIN READ
Nov 13, 2023

Simplifying GPU Programming for HPC with NVIDIA Grace Hopper Superchip

The new hardware developments in NVIDIA Grace Hopper Superchip systems enable some dramatic changes to the way developers approach GPU programming. Most...
17 MIN READ
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Jun 29, 2023

Efficient CUDA Debugging: How to Hunt Bugs with NVIDIA Compute Sanitizer

Debugging code is a crucial aspect of software development but can be both challenging and time-consuming. Parallel programming with thousands of threads can...
14 MIN READ
Nov 17, 2022

New Asynchronous Programming Model Library Now Available with NVIDIA HPC SDK v22.11

Celebrating the SuperComputing 2022 international conference, NVIDIA announces the release of HPC Software Development Kit (SDK) v22.11. Members of the NVIDIA...
4 MIN READ
Sep 19, 2022

Accelerating NVIDIA HPC Software with SVE on AWS Graviton3

The latest NVIDIA HPC SDK update expands portability and now supports the Arm-based AWS Graviton3 processor. In this post, you learn how to enable Scalable...
6 MIN READ
Jun 02, 2022

Fueling High-Performance Computing with Full-Stack Innovation

High-performance computing (HPC) has become the essential instrument of scientific discovery.  Whether it is discovering new, life-saving drugs, battling...
8 MIN READ
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Apr 18, 2022

Multi-GPU Programming with Standard Parallel C++, Part 2

It may seem natural to expect that the performance of your CPU-to-GPU port will range below that of a dedicated HPC code. After all, you are limited by the...
13 MIN READ
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Apr 18, 2022

Multi-GPU Programming with Standard Parallel C++, Part 1

The difficulty of porting an application to GPUs varies from one case to another. In the best-case scenario, you can accelerate critical code sections by...
17 MIN READ
Mar 24, 2022

Latest Releases and Resources: NVIDIA GTC 2022

Our weekly roundup covers the most recent software updates, learning resources, events, and notable news. This week we have several software releases. Software...
5 MIN READ
Four panels vertically laid out each showing a simulation with a black background
Jan 12, 2022

Developing Accelerated Code with Standard Language Parallelism

The NVIDIA platform is the most mature and complete platform for accelerated computing. In this post, I address the simplest, most productive, and most...
12 MIN READ
Dec 13, 2021

Maximize Performance of HPC Apps with HPC SDK 21.11, Available Now

At the Supercomputing Conference (SC21) NVIDIA preannounced the next update to the HPC SDK. Today, the HPC SDK 21.11 release was posted for free download to...
1 MIN READ