Technical Walkthrough 0 Feb 25, 2021

Building and Deploying Conversational AI Models Using NVIDIA TAO Toolkit

Conversational AI is a set of technologies enabling human-like interactions between humans and devices based on the most natural interfaces for us: speech and… 25 MIN READ
Technical Walkthrough 0 Nov 05, 2020

Discovering GPU-friendly Deep Neural Networks with Unified Neural Architecture Search

After the first successes of deep learning, designing neural network architectures with desirable performance criteria for a given task (for example… 9 MIN READ
Technical Walkthrough 0 Jul 10, 2019

NVIDIA Boosts AI Performance in MLPerf v0.6

The relentless pace of innovation is most apparent in the AI domain. Researchers and developers discovering new network architectures… 10 MIN READ
Technical Walkthrough 0 Nov 03, 2015

Deep Learning in a Nutshell: Core Concepts

This post is the first in a series I’ll be writing for Parallel Forall that aims to provide an intuitive and gentle introduction to deep learning. 19 MIN READ
Figure 8. Image Caption Generation with Attention Mechanism.
Technical Walkthrough 0 Jul 26, 2015

Introduction to Neural Machine Translation with GPUs (part 3)

Note: This is the final part of a detailed three-part series on machine translation with neural networks by Kyunghyun Cho. You may enjoy part 1 and part 2. 20 MIN READ
Figure 3. Step 1: A word to a one-hot vector.
Technical Walkthrough 0 Jun 14, 2015

Introduction to Neural Machine Translation with GPUs (Part 2)

Note: This is part two of a detailed three-part series on machine translation with neural networks by Kyunghyun Cho. You may enjoy part 1 and part 3. 16 MIN READ