a60307c2174c33306a770dc305abacd2be588281,chainer_/chainercv2/models/shufflenetv2b.py,ShuffleUnit,__init__,#ShuffleUnit#Any#Any#Any#Any#Any#Any#,72

Before Change

            if self.use_se:
                self.se = SEBlock(channels=y2_out_channels)
            if downsample:
                self.shortcut_dconv = ShuffleDwConv3x3(
                    channels=in_channels,
                    stride=2)
                self.shortcut_conv = conv1x1_block(
                    in_channels=in_channels,
                    out_channels=in_channels)

After Change

            self.conv1 = conv1x1_block(
                in_channels=y2_in_channels,
                out_channels=mid_channels)
            self.dconv = dwconv3x3_block(
                in_channels=mid_channels,
                out_channels=mid_channels,
                stride=(2 if self.downsample else 1),
                activation=None,
                activate=False)
            self.conv2 = conv1x1_block(
                in_channels=mid_channels,
                out_channels=y2_out_channels)
            if self.use_se:
                self.se = SEBlock(channels=y2_out_channels)
            if downsample:
                self.shortcut_dconv = dwconv3x3_block(
                    in_channels=in_channels,
                    out_channels=in_channels,
                    stride=2,
                    activation=None,
                    activate=False)
                self.shortcut_conv = conv1x1_block(
                    in_channels=in_channels,
                    out_channels=in_channels)

Instances