Tag: TensorFlow

AI / Deep Learning

Speeding Up Deep Learning Inference Using TensorFlow, ONNX, and NVIDIA TensorRT

This post was updated July 20, 2021 to reflect NVIDIA TensorRT 8.0 updates. In this post, you learn how to deploy TensorFlow trained deep learning models using… 15 MIN READ
AI / Deep Learning

Transforming Brain Waves into Words with AI

New research out of the University of California, San Francisco has given a paralyzed man the ability to communicate by translating his brain signals into… 3 MIN READ
AI / Deep Learning

Accelerating the Wide & Deep Model Workflow from 25 Hours to 10 Minutes Using NVIDIA GPUs

In this post, we detail the new TensorFlow2 implementation of the Wide & Deep model that was recently added to the NVIDIA Deep Learning Examples repository. 14 MIN READ
AI / Deep Learning

Announcing the NVIDIA NVTabular Open Beta with Multi-GPU Support and New Data Loaders

Recently, NVIDIA CEO Jensen Huang announced updates to the open beta of NVIDIA Merlin, an end-to-end framework that democratizes the development of large-scale… 12 MIN READ
AI / Deep Learning

Profiling and Optimizing Deep Neural Networks with DLProf and PyProf

Software profiling is key for achieving the best performance on a system and that’s true for the data science and machine learning applications as well. 19 MIN READ
AI / Deep Learning

Streaming Interactive Deep Learning Applications at Peak Performance

Imagine that you have just finished implementing an awesome, interactive, deep learning pipeline on your NVIDIA-accelerated data science workstation using… 12 MIN READ