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feevos / resuneta

mxnet source code for the resuneta semantic segmentation models
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resunet-a blcok #18

Open XavierMFC opened 1 year ago

XavierMFC commented 1 year ago 
def hybrid_forward(self,F,_input_layer):
    **x = self.BN1(_input_layer)
    x = F.relu(x)**
    x = self.conv1(x)
    x = self.BN2(x)
    x = F.relu(x)
    x = self.conv2(x)
    return x

accroding to the network, it seems that this part(the first Bn and ReLu layer) was calculated reapted? I mean it just need be calculated once in the head of every resunet-a block.

feevos commented 1 year ago

Hi @XavierMFC thank you for your interest in our work. I don't understand what you mean? Unless I am missing something, the calculation is necessary, because if is not repeated in subsequent lines (x is overwritten with new values), or even if you stuck multiple blocks together.