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Swift for TensorFlow: The Next-Generation Machine Learning Framework (TF Dev Summit '19)

TensorFlow

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  • Recommended by 1 person: 1 on Hacker News.
  • Presented by Chris Lattner and Brennan Saeta
  • Made by the vendor. The company whose product it covers made or sponsored it.
  • May be out of date. The tools, versions or practices it shows have likely moved on.

Intermediate. Assumes working knowledge.

40K views7 years ago1 recommendation

Programming languagesAI and machine learningSwiftCompilers and interpretersNeural networks and deep learning

Chris Lattner and Brennan Saeta introduce Swift for TensorFlow, detailing its language-integrated automatic differentiation and compiler-level optimizations for machine learning.

TensorFlow is about innovation. In this Swift for TensorFlow session, you will learn about language-integrated automatic differentiation, and tooling optimized for your productivity. See the revamped dev site → tensorflow.org/ Watch all TensorFlow Dev Summit '19 sessions → bit.ly/TFDS19Sessions Event homepage → bit.ly/TFDS19 Subscribe to the TensorFlow YouTube channel → bit.ly/TensorFlow1 Speakers: Chris Lattner, Distinguished Engineer Brennan Saeta, Software Engineer Music by Terra Monk → bit.ly/TerraMonkTFDS Event Photo Album → bit.ly/TFSummit19 event: TensorFlow Dev Summit 2019; re_ty: Publish; product: TensorFlow - General; fullname: Chris Lattner;

Why it's here

1 person recommends this

What people say. Linked as a historical reference to Google's ambitious but ultimately archived project to integrate machine learning directly into the Swift compiler.

albertopon Hacker News • Recommends

On “Swift AWS Lambda Runtime”

This one is very interesting and unexpected. Swift for TensorFlow: The Next-Generation Machine Learning Framework: link to this video

bbrianon Hacker News • Mentions

On “Swift UTF-8 String”

Google are beginning to use it for Tensorflow: link to this video There's a course currently running in University of San Francisco run by Fast.ai which is using Swift-Tensorflow taught by Chris Lattner for two lessons: link Not exactly what you asked, but pertinent.

abaloneon Hacker News • Mentions

On “Which Programming Languages Use the Least Electricity? (2018)”

> Almost 0% chance any reputable company relies on something like go or swift to drive an automobile out on public roads. You couldn’t be more wrong. Tesla hired the creator of Swift to run Autopilot software. He’s now at Google where he’s working on making Swift a primary language for TensorFlow.1 1 link to this video

UncleOxidanton Hacker News • Mentions

On “Mojo might be the biggest thing to happen in programming for decades”

Exactly. Lattner himself has been involved in some of this - Swift for Tensorflow comes to mind. I'm old enough to remember when Swift for Tensorflow was going to be the new ML language hotness: link and link to this video