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fchollet's profile
François Chollet
François Chollet
François Chollet
Verified account
@fchollet

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François CholletVerified account

@fchollet

Deep learning @google. Creator of Keras. Author of 'Deep Learning with Python'. Opinions are my own.

United States
fchollet.com
Joined August 2009

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    François Chollet‏Verified account @fchollet 12 May 2020

    TensorFlow has crossed 100M total downloads from PyPI -- not counting downloads from our various auxiliary packages, tf-nightly, the old tf-gpu, the old Keras, etc. Here's what the full trajectory looks like over the past year.pic.twitter.com/QN2CotGZ9S

    10:55 AM - 12 May 2020
    • 32 Retweets
    • 266 Likes
    • Lior Sinclair Bilal Haider Michelle Maria Roy supratim dasgupta MinMax BİTCOŞAR Alper BEKTAŞ Param Bhavsar DominicGarneau
    5 replies 32 retweets 266 likes
      1. New conversation
      2. François Chollet‏Verified account @fchollet 12 May 2020

        Because most of this is likely from CI systems, it correlates mostly with industry / production usage. What about adoption the research world? Here are two metrics we can look at: 1) Mentions in new articles indexed on Google Scholar per weekpic.twitter.com/NZjAisNr04

        2 replies 1 retweet 9 likes
        Show this thread
      3. François Chollet‏Verified account @fchollet 12 May 2020

        2) Number of Colab notebooks that import TF/Keras. Colab is primarily used by grad students (which is who we mean in practice when we say "deep learning researchers"), not industry folks. And it's the platform of choice for official tutorials for both PT and TF. Ratio is ~2.5xpic.twitter.com/Z8e1cLcnVi

        3 replies 0 retweets 34 likes
        Show this thread
      4. François Chollet‏Verified account @fchollet 12 May 2020

        So if you were under the impression that Facebook's PyTorch has been fading -- it's not! It's actually still adding users. What happening, however, is that it's growing at a slower pace than TF, and so its market share is decreasing. Hence why you may be under that impression.

        5 replies 1 retweet 24 likes
        Show this thread
      5. End of conversation
      1. Christopher Akiki‏ @christopher 12 May 2020
        Replying to @fchollet

        The official @TensorFlow docker image has been pulled 36M times. https://hub.docker.com/v2/repositories/tensorflow/tensorflow/ …pic.twitter.com/SnxrimRjiK

        0 replies 1 retweet 5 likes
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      1. Abubakar Abid‏ @abidlabs 12 May 2020
        Replying to @fchollet

        @alfozan

        0 replies 0 retweets 1 like
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      1. Chris‏ @ndx97 12 May 2020
        Replying to @fchollet

        I wonder what the stats for build from source are like.

        0 replies 0 retweets 0 likes
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      1. yanlin‏ @yanlin_cs 13 May 2020
        Replying to @fchollet @JeffDean

        turn to Pytorch now

        0 replies 0 retweets 0 likes
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