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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 Aug 17

      Let me tell you about my favorite upcoming feature of TensorFlow/Keras 2.7: a better debugging experience. We've worked on 3 things that significantly cut the time it takes to analyze and fix issues in your Keras code.pic.twitter.com/9BmrWtJGi5

      14 replies 121 retweets 1,021 likes
      Show this thread
    2. Jeremy Howard‏ @jeremyphoward Aug 17
      Replying to @fchollet @rbhar90

      That's awesome! How did you implement that traceback filtering in practice? I've wanted to do something similar in fastai for a while but haven't found a good way to handle it in Python

      2 replies 0 retweets 40 likes
      François Chollet‏Verified account @fchollet Aug 17
      Replying to @jeremyphoward @rbhar90

      This would have been virtually impossible before Python 3.7. I implemented it using the TracebackType API, which is a new addition in 3.7. You can check out the code in Keras & TF

      4:29 PM - 17 Aug 2021
      • 7 Retweets
      • 75 Likes
      • Build for Tamil! (☮️🕊✌🏾முத்து அண்ணாமலை) mann Wojtek Walczak 🇪🇺 Syed Iqbal Simnani Malay Agarwal 🐍 Moderado enajenado Thomas Max Data science
      1 reply 7 retweets 75 likes
        1. Jeremy Howard‏ @jeremyphoward Aug 17
          Replying to @fchollet @rbhar90

          Thanks - very helpful to know what to search for. Now that Colab has moved to 3.7, maybe I can consider making it a prereq for fastai...

          0 replies 0 retweets 23 likes
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