HPC / Scientific Computing
May 17, 2024
Explainer: What is Regression?
Classification and regression are two groups of supervised machine-learning algorithm problems. Supervised machine learning uses algorithms to train a model to...
1 MIN READ
May 12, 2024
New NVIDIA CUDA-Q Features Boost Quantum Application Performance
NVIDIA CUDA-Q (formerly NVIDIA CUDA Quantum) is an open-source programming model for building quantum accelerated supercomputing applications that take full...
5 MIN READ
May 12, 2024
Enabling Quantum Computing with AI
Building a useful quantum computer in practice is incredibly challenging. Significant improvements are needed in the scale, fidelity, speed, reliability, and...
6 MIN READ
May 12, 2024
Advanced AI and Retrieval-Augmented Generation for Code Development in High-Performance Computing
In the rapidly evolving field of software development, AI tools such as chatbots and GitHub Copilot have significantly transformed how developers write and...
8 MIN READ
May 10, 2024
Explainer: What Is Artificial Intelligence?
In its most fundamental form, AI is the capability of a computer program or a machine to think, learn, and take action without being explicitly encoded with...
1 MIN READ
May 10, 2024
Dynamic Control Flow in CUDA Graphs with Conditional Nodes
CUDA Graphs can provide a significant performance increase, as the driver is able to optimize execution using the complete description of tasks and...
7 MIN READ
May 08, 2024
Accelerate Generative AI Inference Performance with NVIDIA TensorRT Model Optimizer, Now Publicly Available
In the fast-evolving landscape of generative AI, the demand for accelerated inference speed remains a pressing concern. With the exponential growth in model...
9 MIN READ
May 03, 2024
Explainer: What Is a Vector Database?
A vector database is an organized collection of vector embeddings that can be created, read, updated, and deleted at any point in time. Vector embeddings...
1 MIN READ
May 03, 2024
Visual Language Models on NVIDIA Hardware with VILA
Visual language models have evolved significantly recently. However, the existing technology typically only supports one single image. They cannot reason among...
11 MIN READ
Apr 25, 2024
Announcing Confidential Computing General Access on NVIDIA H100 Tensor Core GPUs
NVIDIA launched the initial release of the Confidential Computing (CC) solution in private preview for early access in July 2023 through NVIDIA LaunchPad....
3 MIN READ
Apr 23, 2024
Webinar: Enhance LLMs with RAG and Accelerate Enterprise AI with Pure Storage and NVIDIA
Join Pure Storage and NVIDIA on April 25 to discover the benefits of enhancing LLMs with RAG for enterprise-scale generative AI applications.
1 MIN READ
Apr 22, 2024
Mistral Large and Mixtral 8x22B LLMs Now Powered by NVIDIA NIM and NVIDIA API
This week’s model release features two new NVIDIA AI Foundation models, Mistral Large and Mixtral 8x22B, both developed by Mistral AI. These cutting-edge...
4 MIN READ
Apr 22, 2024
Just Released: NVIDIA Modulus v24.04
Modulus v24.04 delivers an optimized CorrDiff model and Earth2Studio for exploring weather AI models.
1 MIN READ
Apr 19, 2024
Measuring the GPU Occupancy of Multi-stream Workloads
NVIDIA GPUs are becoming increasingly powerful with each new generation. This increase generally comes in two forms. Each streaming multi-processor (SM), the...
11 MIN READ
Apr 10, 2024
How Generative AI is Empowering Climate Tech with NVIDIA Earth-2
In the context of global warming, NVIDIA Earth-2 has emerged as a pivotal platform for climate tech, generating actionable insights in the face of increasingly...
14 MIN READ
Apr 05, 2024
Explainer: What Is Retrieval-Augmented Generation?
Retrieval-augmented generation enhances large language model prompts with relevant data for more practical, accurate responses.
1 MIN READ