The 3 ways we’re doing AI and deep learning all wrong

Or why I don’t want to listen to the Red Hot Chili Peppers.

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AI and Efficiency [May 2020 version]

We’re releasing an analysis showing that since 2012 the amount of compute needed to train a neural net to the same performance on ImageNet classification has been decreasing by a factor of 2 every 16 months. Compared to 2012, it now takes 44 times less co... (more…)

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AI Gym Workout

In a previous post, I described teaching a humanoid to walk by imitating a fellow humanoid. Here I give my humanoid the capability to learn on its own. The humanoid’s only resources are the Proximal Policy Optimization algorithm, two randomly initialized ... (more…)

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