how to use FLOPS REGULARIZED PRUNING
eeric opened this issue · 1 comments
eeric commented
how to obtain VGG16: flops = [3.1, 57.8,14.1, 28.9, 7:0, 14.5,14.5,3.5, 7.2,7.2, 1.8,1.8, 1.8, 1.8] according to FLOPs = 2HW(CinK2 + 1)Cout?
for example, no.1 conv FLOPs(0) = 3.1, while FLOPs = 2HW(CinK2 + 1)Cout =
2 * 224 * 224 * (3 * 3^2 + 1) * 64, so how to compute FLOPs(0) = 3.1?
hewumars commented
I have the same problem。Alexnet layer flogs --- θflogs
3601258752 2.3
896168448 1.7
299170560 0.8
448690944 0.6
299127296 0.6
from flogs to θflogs，what do I need to operate？