Chris Lattner: Compilers, LLVM, Swift, TPU, and ML Accelerators | Artificial Intelligence Podcast

Chris Lattner is a senior director at Google working on several projects including CPU, GPU, TPU accelerators for TensorFlow, Swift for TensorFlow, and all kinds of machine learning compiler magic going on behind the scenes. He is one of the top experts in the world on compiler technologies, which means he deeply understands the intricacies of how hardware and software come together to create efficient code. He created the LLVM compiler infrastructure project and the CLang compiler. He led major engineering efforts at Apple, including the creation of the Swift programming language. He also briefly spent time at Tesla as VP of Autopilot Software during the transition from Autopilot hardware 1 to hardware 2, when Tesla essentially started from scratch to build an in-house software infrastructure for Autopilot. This conversation is part of the Artificial Intelligence podcast at MIT and beyond. Audio podcast version is available on https://lexfridman.com/ai/

INFO: Podcast website: https://lexfridman.com/ai Course website: https://deeplearning.mit.edu YouTube Playlist: http://bit.ly/2EcbaKf

OUTLINE: 0:00 - Introduction 1:30 - First program, BASIC, Pascal, C 4:20 - Compilers, LLVM, CLang 37:30 - Apple - LLVM, Objective-C, Swift 45:30 - Google - Swift, Swift for TensorFlow, compilers, Colab 57:32 - T…

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Original video: https://www.youtube.com/watch?v=yCd3CzGSte8
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