2318052dc79966bf36675606b7d992a347418292,gluoncv/model_zoo/resnext.py,Block,__init__,#Block#Any#Any#Any#Any#Any#Any#Any#,53

Before Change

        if use_se:
            self.se = nn.HybridSequential(prefix="")
            self.se.add(nn.Conv2D(channels // 4, kernel_size=1, padding=0))
            self.se.add(nn.Activation("relu"))
            self.se.add(nn.Conv2D(channels * 4, kernel_size=1, padding=0))
            self.se.add(nn.Activation("sigmoid"))
        else:
            self.se = None

After Change

                                groups=cardinality, use_bias=False))
        self.body.add(norm_layer(**({} if norm_kwargs is None else norm_kwargs)))
        self.body.add(nn.Activation("relu"))
        self.body.add(nn.Conv2D(channels * 4, kernel_size=1, use_bias=False))
        if last_gamma:
            self.body.add(norm_layer(**({} if norm_kwargs is None else norm_kwargs)))
        else:
            self.body.add(norm_layer(gamma_initializer="zeros",
                                     **({} if norm_kwargs is None else norm_kwargs)))

Instances