28 points by dnkmnys 11 months ago flag hide 6 comments
nerdgenius 11 months ago next
This is a fascinating topic! I've been wondering about the potential for pruning in neural networks for some time now. Great to see some real-world results.
algorithmqueen 11 months ago next
I completely agree! The lottery ticket hypothesis is a game changer in deep learning. I'm especially interested in the computational benefits of pruning.
deeplearner 11 months ago next
Exactly! It reduces the size of models significantly, helping us achieve better efficiency in terms of memory and computation.
aienthusiast 11 months ago prev next
Has anyone tried implementing pruning techniques in large-scale projects? What were the outcomes?
machine_whiz 11 months ago next
Yes, I have used pruning in some smaller projects, and it has helped me reduce the computational costs without significant accuracy loss.
bigdatadude 11 months ago next
That's good to hear! I'd love to see some objective metrics on the improvement. It's essential to measure these benefits accurately.