Posts by Davide Onofrio
Technical Walkthrough
Nov 09, 2021
Introducing NVIDIA Riva: A GPU-Accelerated SDK for Accelerating Speech AI Applications
Learn about the Riva SDK and its use in developing speech AI applications. We also discuss pretrained models in NGC, TAO Toolkit for transfer learning.
7 MIN READ
Technical Walkthrough
Aug 25, 2021
Deploying NVIDIA Triton at Scale with MIG and Kubernetes
NVIDIA Triton can manage any number and mix of models, support multiple deep-learning frameworks, and integrate easily with Kubernetes for large-scale…
24 MIN READ
Technical Walkthrough
Jul 20, 2021
Real-Time Natural Language Processing with BERT Using NVIDIA TensorRT (Updated)
Today, NVIDIA is releasing TensorRT 8.0, which introduces many transformer optimizations. With this post update, we present the latest TensorRT optimized BERT…
18 MIN READ
Technical Walkthrough
Jun 30, 2021
Continuously Improving Recommender Systems for Competitive Advantage Using NVIDIA Merlin and MLOps
This posts shares how NVIDIA Merlin components fit into a complete MLOps pipeline to operationalize a recommendation system…
12 MIN READ
Technical Walkthrough
Jun 30, 2021
MLPerf v1.0 Training Benchmarks: Insights into a Record-Setting NVIDIA Performance
Learn about some of the major optimizations made to the NVIDIA platform that contributed to the nearly 7x increase in performance since the first MLPerf…
31 MIN READ
Technical Walkthrough
Dec 18, 2020
Minimizing Deep Learning Inference Latency with NVIDIA Multi-Instance GPU
Recently, NVIDIA unveiled the A100 GPU model, based on the NVIDIA Ampere architecture. Ampere introduced many features, including Multi-Instance GPU (MIG)…
20 MIN READ
