ethanhe42 / channel-pruning

Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)
https://arxiv.org/abs/1707.06168
MIT License
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Validation accuracy of no fine-tunned VGG-16 5X? #60

Closed slothkong closed 6 years ago

slothkong commented 6 years ago

I have pruned VGG-16 using only channel-pruning. However accuracy on Imagenet val data is very low:

accuracy@1 = 0.0245398 accuracy@5 = 0.0847419

However your released VGG-16 5X did not suffer much accuracy loss. But what was the accuracy before you performed fine-tuning? If you say is more than 60% then I will have to check my code again ㅜㅜ

ethanhe42 commented 6 years ago

read the paper