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

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
AI / Deep Learning

Integrating NVIDIA Triton Inference Server with Kaldi ASR

Speech processing is compute-intensive and requires a powerful and flexible platform to power modern conversational AI applications. It seemed natural to… 13 MIN READ
AI / Deep Learning

Introducing NVIDIA Jarvis: A Framework for GPU-Accelerated Conversational AI Applications

This post was updated to include information on the NVIDIA Jarvis open beta. Real-time conversational AI is a complex and challenging task. To allow real-time… 9 MIN READ
AI / Deep Learning

Real-Time Natural Language Understanding with BERT Using TensorRT

Large scale language models (LSLMs) such as BERT, GPT-2, and XL-Net have brought about exciting leaps in state-of-the-art accuracy for many natural language… 21 MIN READ