Python SPATIAL_ATT Examples

Example #1

 def define_module(self):
   ngf = self.gf_dim
   self.att = SPATIAL_ATT(ngf, self.ef_dim)            # spatial attention
   self.channel_att = CHANNEL_ATT(ngf, self.ef_dim)    # channel-wise attention
   self.residual = self._make_layer(ResBlock, ngf * 3)
   self.upsample = upBlock(ngf * 3, ngf)
   self.SAIN = ACM(ngf * 3)

Example #2

    def define_module(self):
        ngf = self.gf_dim
        self.att = SPATIAL_ATT(ngf, self.ef_dim)
        self.color_channel_att = DCM_CHANNEL_ATT(ngf, self.ef_dim)
        self.residual = self._make_layer(ResBlock, ngf * 3)

        self.block = nn.Sequential(conv3x3(ngf * 3, ngf * 2),
                                   nn.InstanceNorm2d(ngf * 2), GLU())

        self.SAIN = ACM(ngf * 3)