HPC / Scientific Computing
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 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 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
Mar 08, 2024
cuTENSOR 2.0: Applications and Performance
While part 1 focused on the usage of the new NVIDIA cuTENSOR 2.0 CUDA math library, this post introduces a variety of usage modes beyond that, specifically...
9 MIN READ
Mar 08, 2024
cuTENSOR 2.0: A Comprehensive Guide for Accelerating Tensor Computations
NVIDIA cuTENSOR is a CUDA math library that provides optimized implementations of tensor operations where tensors are dense, multi-dimensional arrays or array...
17 MIN READ
Mar 08, 2024
Explainer: What Is Graph Analytics?
Graph analytics, or graph algorithms, are analytic tools used to determine the strength and direction of relationships between objects in a graph. The focus of...
1 MIN READ
Mar 07, 2024
Top Video Streaming and Conferencing Sessions at NVIDIA GTC 2024
Learn how AI and NVIDIA Maxine are transforming the video streaming and conferencing industry.
1 MIN READ
Mar 06, 2024
CUDA Toolkit 12.4 Enhances Support for NVIDIA Grace Hopper and Confidential Computing
The latest release of CUDA Toolkit, version 12.4, continues to push accelerated computing performance using the latest NVIDIA GPUs. This post explains the new...
9 MIN READ
Mar 06, 2024
How to Accelerate Quantitative Finance with ISO C++ Standard Parallelism
Quantitative finance libraries are software packages that consist of mathematical, statistical, and, more recently, machine learning models designed for use in...
10 MIN READ
Mar 05, 2024
New Video: Pioneering Climate Tech and Mitigating the Impact of Natural Disasters
In 2022, the city of Lismore, Australia bore the brunt of devastating floods, leaving over 3K homes damaged and communities shattered. With $6B in losses, this...
4 MIN READ
Mar 01, 2024
Featured Energy Sessions at NVIDIA GTC 2024
Hear from ExxonMobil, Honeywell, Siemens Energy, and more as they explore AI and HPC innovation in oil, gas, power, and utilities.
1 MIN READ
Mar 01, 2024
Explainer: What Is Stream Processing?
Stream processing is the continuous processing of new data events as they’re received. A lot of data is produced as a stream of events, for example financial...
1 MIN READ