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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. hardmaru‏ @hardmaru 24 Mar 2018

      "Rent out your GPU compute to AI researchers and make ~2x more than mining crypto" 💡https://www.reddit.com/r/gpumining/comments/86ofw2/rent_out_your_gpu_compute_to_ai_researchers_and/ …

      12 replies 110 retweets 349 likes
    2. Tianqi Chen‏ @tqchenml 24 Mar 2018
      Replying to @hardmaru

      Decentralized ML is fun and exciting! seems will raise some security concerns

      2 replies 0 retweets 11 likes
      François Chollet‏Verified account @fchollet 24 Mar 2018
      Replying to @tqchenml @hardmaru

      +1, "using random people's computers" sounds like a recipe for a privacy and security disaster. It would certainly work for some jobs that aren't sensitive, but we all know that people would end up being careless with it. We'd need a "blind" way to train models on encrypted data.

      11:32 AM - 24 Mar 2018
      • 1 Retweet
      • 22 Likes
      • hardmaru Tomasz Darmetko peeticek~TaprootReadyNode:) Brennan Cheung CMD:\~ Howard Lo Shujian r/galbo Amir H. Ashouri
      6 replies 1 retweet 22 likes
        1. New conversation
        2. hardmaru‏ @hardmaru 24 Mar 2018
          Replying to @fchollet @tqchenml

          I have the perfect solution! (Will let you in on my TensorCoin ICO.) 😏

          2 replies 1 retweet 45 likes
        3. Tianqi Chen‏ @tqchenml 24 Mar 2018
          Replying to @hardmaru @fchollet

          There is also on-going movement in tvm community for system support for that :p

          1 reply 0 retweets 9 likes
        4. Show replies
        1. New conversation
        2. Brendan Dolan-Gavitt‏ @moyix 24 Mar 2018
          Replying to @fchollet @tqchenml @hardmaru

          I also have some concerns about the ability of GPUs to provide proper isolation? I believe @BloodyTangerine and @aurelsec have some work on this http://www.eurecom.fr/fr/publication/4205/download/rs-publi-4205_1.pdf …

          1 reply 0 retweets 4 likes
        3. Aurélien Francillon‏ @aurelsec 24 Mar 2018
          Replying to @moyix @fchollet and

          Indeed, not very good at isolation by default... Some newer GPUs support hardware virtualization (SR-IOV) but we never looked into how good they are at isolation...

          1 reply 0 retweets 4 likes
        4. Show replies
        1. Philipp Schlunder‏ @WortPixel 24 Mar 2018
          Replying to @fchollet @tqchenml @hardmaru

          Maybe something like this? https://www.openmined.org/ 

          0 replies 0 retweets 0 likes
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        1. Dinh-Phong Nguyen, MD‏ @deepPhong 24 Mar 2018
          Replying to @fchollet @tqchenml @hardmaru

          Have you heard of @openminedorg maybe?

          0 replies 0 retweets 0 likes
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        1. Chase‏ @TheNerdStation 24 Mar 2018
          Replying to @fchollet @tqchenml @hardmaru

          I been thinking about this for a while, but wouldn't training on encrypted data be effectively impossible? (As a trained network is able to leak information about the data it was trained on?)

          0 replies 0 retweets 0 likes
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        1. Andrew Hundt‏ @athundt 25 Mar 2018
          Replying to @fchollet @tqchenml @hardmaru

          That’s an important consideration! Fortunately for my case robot arms aren’t yet sensitive about being seen by others. :-)

          0 replies 0 retweets 0 likes
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