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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 11 Apr 2016

      Keras 1.0 is now released. Announcement: http://blog.keras.io/introducing-keras-10.html … Code: https://github.com/fchollet/keras  Get started: http://keras.io/getting-started/functional-api-guide/ …

      17 replies 226 retweets 373 likes
    2. Edward Raff‏ @EdwardRaffML 11 Apr 2016
      Replying to @fchollet

      @fchollet Awesome! Great work! Can you post / talk a bit about the 25% faster RNNs? Does it work for stateful RNNs too?

      1 reply 0 retweets 1 like
    3. François Chollet‏Verified account @fchollet 11 Apr 2016
      Replying to @EdwardRaffML

      @EdwardRaffML RNNs now have a `unroll=True/False` argument which will unroll the network in Theano. Only viable for short sequences though.

      1 reply 0 retweets 0 likes
    4. Edward Raff‏ @EdwardRaffML 11 Apr 2016
      Replying to @fchollet

      @fchollet how short is short? 100 steps? 50?

      1 reply 0 retweets 0 likes
    5. François Chollet‏Verified account @fchollet 11 Apr 2016
      Replying to @EdwardRaffML

      @EdwardRaffML <=50. Just try it, see how it does.

      1 reply 0 retweets 0 likes
    6. Edward Raff‏ @EdwardRaffML 11 Apr 2016
      Replying to @fchollet

      @fchollet Don't know we have any data that short. Could the unrolling be done for n=2..16 and amortized over a scan? Best of both worlds?

      1 reply 0 retweets 0 likes
      François Chollet‏Verified account @fchollet 11 Apr 2016
      Replying to @EdwardRaffML

      @EdwardRaffML yes, but that is not implemented in Keras. Better use scan in your case

      8:03 PM - 11 Apr 2016
      0 replies 0 retweets 0 likes

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