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I want to implement your code (CP) in keras. since you replace each convolution layer with four convolution layers in sequence, I am ok with the first and last layers, but I don't understand the two middle layers specially with the groups option of convolution layer. I have implemented it in keras using groups option but I get bad results in terms of accuracy.
Do you think the groups option of convolution layer in keras and pytorch is the same?
I have checked these two docs for keras and pytorch and it seems they are the same but I don't know why I cannot get a good accuracy!
I want to implement your code (CP) in keras. since you replace each convolution layer with four convolution layers in sequence, I am ok with the first and last layers, but I don't understand the two middle layers specially with the groups option of convolution layer. I have implemented it in keras using groups option but I get bad results in terms of accuracy.
Do you think the groups option of convolution layer in keras and pytorch is the same?
I have checked these two docs for keras and pytorch and it seems they are the same but I don't know why I cannot get a good accuracy!
https://github.com/christianversloot/machine-learning-articles/blob/main/grouped-convolutions-with-tensorflow-2-and-keras.md
https://pytorch.org/docs/stable/generated/torch.nn.Conv2d.html
thanks
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