Technical Walkthrough 0

Accelerating Inference with Sparsity Using the NVIDIA Ampere Architecture and NVIDIA TensorRT

This post was updated July 20, 2021 to reflect NVIDIA TensorRT 8.0 updates. When deploying a neural network, it's useful to think about how the network could be... 8 MIN READ
Technical Walkthrough 0

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. The... 9 MIN READ
Technical Walkthrough 0

Defining AI Innovation with NVIDIA DGX A100

Organizations of all kinds are incorporating AI into their research, development, product, and business processes. This helps them meet and exceed their... 15 MIN READ
Technical Walkthrough 0

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
News 2

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
Gradient Boosting, Decision Trees, XGBoost
Technical Walkthrough 1

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