HPC / Scientific Computing
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
Mar 29, 2024
Explainer: What Is Sentiment Analysis?
Sentiment analysis is the automated interpretation and classification of emotions (usually positive, negative, or neutral) from textual data such as written...
1 MIN READ
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
Mar 27, 2024
Streamline Evaluation of LLMs for Accuracy with NVIDIA NeMo Evaluator
Large language models (LLMs) have demonstrated remarkable capabilities, from tackling complex coding tasks to crafting compelling stories to translating natural...
5 MIN READ
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
Mar 22, 2024
Explainer: What Is Computer Vision?
Computer vision defines the field that enables devices to acquire, process, understand, and analyze digital images and videos and extract useful...
1 MIN READ
Mar 21, 2024
Rethinking How to Train Diffusion Models
After exploring the fundamentals of diffusion model sampling, parameterization, and training as explained in Generative AI Research Spotlight: Demystifying...
15 MIN READ
Mar 19, 2024
NVIDIA Speech and Translation AI Models Set Records for Speed and Accuracy
Speech and translation AI models developed at NVIDIA are pushing the boundaries of performance and innovation. The NVIDIA Parakeet automatic speech recognition...
8 MIN READ
Mar 18, 2024
NVIDIA GB200 NVL72 Delivers Trillion-Parameter LLM Training and Real-Time Inference
What is the interest in trillion-parameter models? We know many of the use cases today and interest is growing due to the promise of an increased capacity for:...
9 MIN READ
Mar 18, 2024
RAPIDS cuDF Accelerates pandas Nearly 150x with Zero Code Changes
At NVIDIA GTC 2024, it was announced that RAPIDS cuDF can now bring GPU acceleration to 9.5M million pandas users without requiring them to change their code....
5 MIN READ
Mar 15, 2024
Explainer: What Is a Random Forest?
A random forest is a supervised algorithm that uses an ensemble learning method consisting of a multitude of decision trees, the output of which is the...
1 MIN READ
Mar 14, 2024
Applying Mixture of Experts in LLM Architectures
Mixture of experts (MoE) large language model (LLM) architectures have recently emerged, both in proprietary LLMs such as GPT-4, as well as in community models...
12 MIN READ
Mar 14, 2024
Just Released: NVIDIA cuSPARSELt 0.6
NVIDIA cuSPARSELt harnesses Sparse Tensor Cores to accelerate general matrix multiplications. Version 0.6. adds support for the NVIDIA Hopper architecture.
1 MIN READ
Mar 13, 2024
An Introduction to Quantum Accelerated Supercomputing
The development of useful quantum computing is a massive global effort, spanning government, enterprise, and academia. The benefits of quantum computing could...
10 MIN READ
Mar 11, 2024
Unlock Seamless Material Interchange for Virtual Worlds with OpenUSD, MaterialX, and OpenPBR
Today, NVIDIA, and the Alliance for OpenUSD (AOUSD) announced the AOUSD Materials Working Group, an initiative for standardizing the interchange of materials in...
7 MIN READ