DEVELOPER BLOG

Tag: Sparsity

HPC

Exploiting NVIDIA Ampere Structured Sparsity with cuSPARSELt

Deep neural networks achieve outstanding performance in a variety of fields, such as computer vision, speech recognition, and natural language processing. 9 MIN READ
AI / Deep Learning

Defining AI Innovation with NVIDIA DGX A100

Built on the brand new NVIDIA A100 Tensor Core GPU, DGX A100 is the third generation of DGX systems and is the universal system for AI infrastructure. 15 MIN READ
AI / Deep Learning

State-of-the-Art Language Modeling Using Megatron on the NVIDIA A100 GPU

Recent work has demonstrated that larger language models dramatically advance the state of the art in natural language processing (NLP) applications such as… 9 MIN READ
HPC

NVIDIA Ampere Architecture In-Depth

Today, during the 2020 NVIDIA GTC keynote address, NVIDIA founder and CEO Jensen Huang introduced the new NVIDIA A100 GPU based on the new NVIDIA Ampere GPU… 30 MIN READ
HPC

Gradient Boosting, Decision Trees and XGBoost with CUDA

Gradient boosting is a powerful machine learning algorithm used to achieve state-of-the-art accuracy on a variety of tasks such as regression… 17 MIN READ
Accelerated Computing

Parallel Direct Solvers with cuSOLVER: Batched QR

[Note: Lung Sheng Chien from NVIDIA also contributed to this post.] A key bottleneck for most science and engineering simulations is the solution of sparse… 15 MIN READ