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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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    1. François Chollet‏Verified account @fchollet 7 Jan 2019

      I suspect that less than 10 years from now, all of the DL training/architecture tricks that came from the arXiv firehose over 2015-2019 will have been entirely superseded by automated search techniques. The future: no alchemy, just clean APIs, and quite a bit of compute.

      19 replies 139 retweets 631 likes
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      François Chollet‏Verified account @fchollet 7 Jan 2019

      High-level APIs, I should add. In the future, doing tensor-level manipulations will feel like writing assembly.

      10:47 AM - 7 Jan 2019
      • 22 Retweets
      • 207 Likes
      • Guillaume Chevalier Yoann BENOIT outo Stijn Decubber Pete Leonardo Viana Jyothiprakash S Yeshwanth ¤ Ideas Injector ¤ 🧲 ⚡
      5 replies 22 retweets 207 likes
        1. Thierno Ibrahima DIOP‏ @bayethiernodiop 7 Jan 2019
          Replying to @fchollet

          This is already the case😭

          0 replies 0 retweets 0 likes
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        1. kelvindotchan‏ @kelvindotchan 7 Jan 2019
          Replying to @fchollet

          I feel TensorFlow is high level, after trying to reimplement some layers in Apple accelerate API in its raw form, maybe I am several years behind the curve.

          0 replies 0 retweets 0 likes
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        1. david moloney‏ @cto_maverick 7 Jan 2019
          Replying to @fchollet

          @fastdotai has already started this trend by encapsulating the latest techniques ... takes 3 lines of code to train a network with SoTA results

          0 replies 0 retweets 1 like
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        1. Cooper Pellaton‏ @WBINVD 7 Jan 2019
          Replying to @fchollet

          We have to do them now though to make that future possible. I'm already excited by the advancements in optimization being abstracted i.e. GPipe and am looking forward to the future.

          0 replies 0 retweets 0 likes
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        1. Khanh Nguyen‏ @seismatica 8 Jan 2019
          Replying to @fchollet

          This ismy dream 😍

          0 replies 0 retweets 0 likes
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