28 points by dnkmnys 6 months ago flag hide 6 comments
nerdgenius 6 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 6 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 6 months ago next
Exactly! It reduces the size of models significantly, helping us achieve better efficiency in terms of memory and computation.
aienthusiast 6 months ago prev next
Has anyone tried implementing pruning techniques in large-scale projects? What were the outcomes?
machine_whiz 6 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 6 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.