Richard Wei

@rxwei

AI/ML at Apple. Formerly, founding engineer of Swift for TensorFlow at Google Brain.

Bay Area
Vrijeme pridruživanja: rujan 2009.

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  1. proslijedio/la je Tweet
    1. velj

    Had a lot of fun this week visiting the S4TF team and helping train resnets on ImageNet to full accuracy on TPUs. Code will be open-sourced soon, so stay tuned!

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  2. proslijedio/la je Tweet
    27. sij
    Odgovor korisnicima i sljedećem broju korisnika:

    Chris has a habit of laying down solid foundations that flourish later. And I have one of mixing metaphors.

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  3. proslijedio/la je Tweet
    22. sij

    Have you ever wondered what will be the ML frameworks of the '20s? In this essay, I examine the directions AI research might take and the requirements they impose, concluding with an overview of what I believe to be two strong candidates: JAX and S4TF.

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  4. 23. sij
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  5. proslijedio/la je Tweet
    12. sij

    Swift is used on Apple devices, servers, in machine learning... now, let's make it a thing on bare metal! Excited to open source my latest project – Swift for Embedded Systems! ✨

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  6. proslijedio/la je Tweet
    10. sij

    Hacking for with to enable distributed training. Hacking towards a Swift Federated Learning solution.

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  7. proslijedio/la je Tweet
    25. pro 2019.

    Hermite polynomials may seem a rather complex subject. Yet they emerge in a rather simple way by taking the derivatives of a simple exponential function... (click/tap to pause/resume) ref (made with )

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  8. proslijedio/la je Tweet
    24. pro 2019.

    The MLIR project has now been imported into the LLVM monorepo See here for more info on MLIR

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  9. proslijedio/la je Tweet
    16. pro 2019.

    Lost amid NeuroIPS: jax now has experimental cloud TPU support!

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  10. proslijedio/la je Tweet

    Program Transformations for Machine Learning workshop is at West rooms 114+115 . We're bringing together automatic differentiation, probabilistic programming, compilers, and machine learning communities!

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  11. 8. pro 2019.

    Just arrived in Vancouver for . Let me know if you want to meet up!

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  12. proslijedio/la je Tweet
    4. pro 2019.

    In the master branch of the Swift compiler, we now have a first pass at cross-module optimization, allowing generic specialization across packages without manual `` annotations!

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  13. proslijedio/la je Tweet
    3. pro 2019.

    🎉Happy 4th birthday ! The Swift community has accomplished so much in that time.

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  14. proslijedio/la je Tweet
    18. stu 2019.

    My technical talk from the 2019 Developer Conference covering a few of the interesting technical challenges of porting Swift to Windows is up!

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  15. proslijedio/la je Tweet
    14. stu 2019.

    "A Simple Differentiable Programming Language" by Plotkin & Abadi: Supports forward and reverse mode AD, closed under composition, addition and tupling. Nice foundational work with a clear denotational and operational semantics. To appear in '20.

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  16. proslijedio/la je Tweet

    We're thrilled to announce a new project for Swift—Swift Numerics. Learn all about how it provides the building blocks for numerical computing in Swift!

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  17. proslijedio/la je Tweet
    30. lis 2019.

    Differentiable Programming Manifesto now available in swift/docs

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  18. proslijedio/la je Tweet

    Hard to believe, the Swift Server Workgroup is a year old! 🎂 Learn about all the great work that's been done so far and what's planned for the year ahead...

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  19. 25. lis 2019.

    The upstreaming effort has already started, with pull requests to apple/swift starting with "[AutoDiff upstream]":

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  20. 24. lis 2019.

    Call for Extended Abstracts: LAFI 2020 (Languages for Inference) at POPL 2020

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