How to Train a Very Large and Deep Model on One GPU?

Problem: GPU memory limitation

I believe I don’t need to explain how powerful a GPU can be for training deep neural networks anymore. Using a commonly popular ML framework, it is much more convenient to assign the…

Artificial Intelligence is the New Electricity — Andrew Ng

Abstract

On Wednesday, January 25, Andrew Ng — former Baidu Chief Scientist, Coursera co-founder, and Stanford Adjunct Professor — gave a talk at the Stanford MSx Future Forum. During the talk…

The Humans Behind Artificial Intelligence

For many people, “AI” conjures up sci-fi visions of autonomous robots — sometimes friendly, often hostile. For scientists and engineers meanwhile, AI is seen more concretely: as arrays of GPUs running complex multi-layer neural networks.

A Brief Introduction to Humanistic Intelligence: The Symbiotic Future of Machine and Human

“Why did I go to such extremes? Because I realized that the future of computing was as much about communications between people wearing computers as it was about preforming…

Interview with Tencent Big Data Technology Team: Tencent Launched Open-source Computing Platform Named Angel (Part Ⅱ)

Below is the speech script from Jie Jiang, Tencent’s big data platform director and…

Interview with Tencent AI Lab- Four Core Research Fields:Computer Vision, Speech Recognition, Natural Language Processing and Machine Learning

On March 23rd, 2017, the Tencent AI Lab had its first academic conference in Shenzhen…

Interview with Tencent Big Data Technology Team: Tencent Launched Open-source Computing Platform Named Angel (Part Ⅰ)

Intro:

As deep learning technologies further develop in recent years, a lot of machine learning…

Alibaba’s New Study on Artificial Intelligence: Achieving Multi-arms Cooperative Gaming in “StarCraft”

After Go and Texas Hold’em, RTS game “StarCraft” is becoming the next research target for artificial intelligence researchers. Researchers from Alibaba and…

Chinese AI Talents in US are Driving Attention from Worldwide Tech Giants