Development & Optimization

Jun 18, 2025

Improved Performance and Monitoring Capabilities with NVIDIA Collective Communications Library 2.26

The NVIDIA Collective Communications Library (NCCL) implements multi-GPU and multinode communication primitives optimized for NVIDIA GPUs and networking. NCCL...
11 MIN READ
Jun 18, 2025

Compiler Explorer: An Essential Kernel Playground for CUDA Developers

Have you ever wondered exactly what the CUDA compiler generates when you write GPU kernels? Ever wanted to share a minimal CUDA example with a colleague...
7 MIN READ
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Jun 13, 2025

Run High-Performance LLM Inference Kernels from NVIDIA Using FlashInfer​​

Best-in-class LLM Inference requires two key elements: speed and developer velocity. Speed refers to maximizing the efficiency of the underlying hardware by...
6 MIN READ
Jun 12, 2025

Accelerated Sequence Alignment for Protein Science with MMseqs2-GPU and NVIDIA NIM

Protein sequence alignment—comparing protein sequences for similarities—is fundamental to modern biology and medicine. It illuminates gene functions by...
9 MIN READ
Jun 11, 2025

Accelerate Decision Optimization Using Open Source NVIDIA cuOpt

Businesses make thousands of decisions every day—what to produce, where to ship, how to allocate resources. At scale, optimizing these decisions becomes a...
5 MIN READ
Jun 11, 2025

Introducing NVIDIA DGX Cloud Lepton: A Unified AI Platform Built for Developers

The age of AI-native applications has arrived. Developers are building advanced agentic and physical AI systems—but scaling across geographies and GPU...
6 MIN READ
Jun 06, 2025

How NVIDIA GB200 NVL72 and NVIDIA Dynamo Boost Inference Performance for MoE Models

The latest wave of open source large language models (LLMs), like DeepSeek R1, Llama 4, and Qwen3, have embraced Mixture of Experts (MoE) architectures. Unlike...
12 MIN READ
Jun 04, 2025

Maximizing OpenMM Molecular Dynamics Throughput with NVIDIA Multi-Process Service

Molecular dynamics (MD) simulations model atomic interactions over time and require significant computational power. However, many simulations have small...
7 MIN READ
Jun 03, 2025

NVIDIA Base Command Manager Offers Free Kickstart for AI Cluster Management

As AI and high-performance computing (HPC) workloads continue to become more common and complex, system administrators and cluster managers are at the heart of...
3 MIN READ
data flywheel diagram
May 27, 2025

Upcoming Webinar: Supercharge Agentic AI with Scalable Data Flywheels

Join our live webinar on June 18 to see how NVIDIA NeMo microservices speed AI agent development.
1 MIN READ
May 27, 2025

Advanced Optimization Strategies for LLM Training on NVIDIA Grace Hopper

In the previous post, Profiling LLM Training Workflows on NVIDIA Grace Hopper, we explored the importance of profiling large language model (LLM) training...
10 MIN READ
May 27, 2025

Profiling LLM Training Workflows on NVIDIA Grace Hopper

The rapid advancements in AI have resulted in an era of exponential growth in model sizes, particularly in the domain of large language models (LLMs). These...
12 MIN READ
financial chart
May 22, 2025

Spotlight: Infleqtion Optimizes Portfolios Using Q-CHOP and NVIDIA CUDA-Q Dynamics

Computing is an essential tool for the modern financial services industry. Profits are won and lost based on the speed and accuracy of algorithms guiding...
9 MIN READ
May 15, 2025

Predicting Performance on Apache Spark with GPUs

The world of big data analytics is constantly seeking ways to accelerate processing and reduce infrastructure costs. Apache Spark has become a leading platform...
9 MIN READ
image of the paris skyline
May 14, 2025

Get Trained and Certified at GTC Paris at VivaTech 2025

Join us at GTC Paris on June 10th and choose from six full-day, instructor-led workshops.
1 MIN READ
May 09, 2025

CUDA C++ Compiler Updates Impacting ELF Visibility and Linkage

In the next CUDA major release, CUDA 13.0, NVIDIA is introducing two significant changes to the NVIDIA CUDA Compiler Driver (NVCC) that will impact ELF...
11 MIN READ