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View Code? Open in Web Editor NEWadmm for cnn layerwise weight low bit quantization
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Question about codes
Hello, I'm interested in your code and I have questions about it.
At first, is this code the implementation of the article "Extremely Low Bit Neural Network: Squeeze the Last Bit Out with ADMM"?
I guess so, but i want to make it sure because there isn't any description about it.
Secondly, is there any reason you defined 'layerdict' as a fixed list? I think 'layerdict' should depend on models. For instance, when quantizing resnet20, it seems that only first 7 convolution layers are quantized in your code.
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