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[D] Chris Lattner: Compilers, Swift, TPU, and ML Accelerators | Artificial Intelligence Podcast

[D] Chris Lattner: Compilers, 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.

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

https://i.redd.it/avi1bwpo70y21.png

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 – TPU & TensorFlow, hardware/software co-design

1:00:30 – MLIR (Multi-Level Intermediate Representation) framework

1:02:40 – Open sourcing of TensorFlow

1:05:10 – Tesla – transition from HW1 to HW2

1:07:24 – Elon Musk and time at Tesla

1:08:45 – Working hard

1:10:40 – Dragons

submitted by /u/UltraMarathonMan
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.