INNER CODE UNIT · Python

ASPP

pprp/awesome-attention-mechanism-in-cv · Plug-and-Play-Module/ASPPBlock.py:39

class ASPP(nn.Module):
    def __init__(self, inplanes, planes, rate):
        super(ASPP, self).__init__()
        self.rate = rate
        if rate == 1:
            kernel_size = 1
            padding = 0
        else:
            kernel_size = 3
            padding = rate
            #self.conv1 = nn.Conv2d(planes, planes, kernel_size=3, bias=False,padding=1)
            self.conv1 = SeparableConv2d(planes, planes, 3, 1, 1)
            self.bn1 = nn.BatchNorm2d(planes)
            self.relu1 = nn.ReLU()

            # self.atrous_convolution = nn.Conv2d(inplanes, planes, kernel_size=kernel_size,
            #                         stride=1, padding=padding, dilation=rate, bias=False)
        self.atrous_convolution = SeparableConv2d(inplanes, planes,

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