DEVELOPER BLOG

Davide Onofrio

Davide Onofrio is a Senior Deep Learning Software Technical Marketing Engineer at NVIDIA. He is focused on development and presentation of deep learning technical developer focused-content at NVIDIA. Davide has several years of experience working as a computer vision and machine learning engineer in Biometrics, VR and Automotive industry. His educational background includes a PhD in signal processing at the Politecnico di Milano.

Posts by Davide Onofrio

AI / Deep Learning

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
AI / Deep Learning

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
Data Science

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
AI / Deep Learning

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
AI / Deep Learning

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
AI / Deep Learning

Simplifying and Scaling Inference Serving with NVIDIA Triton 2.3

AI, machine learning (ML), and deep learning (DL) are effective tools for solving diverse computing problems such as product recommendations… 12 MIN READ