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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 4 Aug 2020

      I'm pretty excited about the new workflows that become possible at the intersection of Keras preprocessing layers (end-to-end models), KerasTuner (hyperparameter tuning), and TF Cloud (large scale training in the cloud in just one line) ML tooling remains a fast-advancing area

      6 replies 37 retweets 336 likes
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    2. Morten Grøftehauge‏ @DrGroftehauge 5 Aug 2020
      Replying to @fchollet

      Question about preprocessing and embedding layers: Can I move the weights from an embedding layer to a preprocessing layer? If I'm not going to train the embeddings further it would be nice to get rid of the memory allocation for gradients.

      1 reply 0 retweets 0 likes
      François Chollet‏Verified account @fchollet 5 Aug 2020
      Replying to @DrGroftehauge

      Sure, you can set layer.trainable = False on your embedding layer, or otherwise put the layer in your data pipeline instead of your model

      9:16 AM - 5 Aug 2020
      0 replies 0 retweets 0 likes

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