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jacobgil / pytorch-tensor-decompositions

PyTorch implementation of [1412.6553] and [1511.06530] tensor decomposition methods for convolutional layers.
https://jacobgil.github.io/deeplearning/tensor-decompositions-deep-learning
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Parameter Size Increase #6

Open Songloading opened 4 years ago

Songloading commented 4 years ago

Hi, thanks for the great implementation of tensor decomposition. However, when I apply your code to my resnet model, the decomposed model actually has more parameters than the original one. Do you have any idea about that?

Silk760 commented 4 years ago

It is impossible to have more parameters than the original one. maybe if you share the code, I can help you to know what is the problem is

siyoooooo commented 6 months ago

Hi, thanks for the great implementation of tensor decomposition. However, when I apply your code to my resnet model, the decomposed model actually has more parameters than the original one. Do you have any idea about that?

When I applied this code to the resnet model, the decomposed model also had more parameters than the original model, did you solve it?