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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 15 Jun 2015

      Badly-formed LSTNietzsche: "preacious of self-mentifed to the god that it no love and so morality and souls" -A few more epochs necessary...

      3 replies 0 retweets 4 likes
    2. Tomasz Malisiewicz‏ @quantombone 15 Jun 2015
      Replying to @fchollet

      @fchollet I don't know much about LSTMs, but folks at CVPR said many devs don't run the training long enough. How long are you training?

      1 reply 0 retweets 0 likes
    3. François Chollet‏Verified account @fchollet 15 Jun 2015
      Replying to @quantombone

      @quantombone 2-3 hours on a EC2 GPU. You can tell when the training has converged simply by monitoring the training loss against test data..

      1 reply 0 retweets 0 likes
    4. Tomasz Malisiewicz‏ @quantombone 15 Jun 2015
      Replying to @fchollet

      @fchollet just curious, but what do you think that estimate would translate to in CPU hours?

      1 reply 0 retweets 0 likes
      François Chollet‏Verified account @fchollet 15 Jun 2015
      Replying to @quantombone

      @quantombone Maybe 4-5x more in this case? It's hard to tell...

      5:59 PM - 15 Jun 2015
      1 reply 0 retweets 0 likes
        1. Tomasz Malisiewicz‏ @quantombone 15 Jun 2015
          Replying to @fchollet

          @fchollet that's fair, I was imagining 10x.

          0 replies 0 retweets 0 likes
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