def forward()

in py/fpga_resnet.py [0:0]

• 22 lines of code
• 2 McCabe index (conditional complexity)

    def forward(self, context, program, queue, x):
        residual = x
        ext = self.ext

        out = self.conv1.forward(context, program, queue, x)
        inspect("bottleneck conv1", ext, context, program, queue, out)
        out = self.relu1.forward(context, program, queue, out)
        inspect("bottleneck relu1", ext, context, program, queue, out)

        out = self.conv2.forward(context, program, queue, out)
        inspect("bottleneck conv2", ext, context, program, queue, out)
        out = self.relu2.forward(context, program, queue, out)
        inspect("bottleneck relu2", ext, context, program, queue, out)

        out = self.conv3.forward(context, program, queue, out)
        inspect("bottleneck conv3", ext, context, program, queue, out)

        if self.downsample is not None:
            residual = self.downsample.forward(context, program, queue, x)
            inspect("residual downsample", ext, context, program, queue, residual)

        self.add.setAdd(residual)
        out = self.add.forward(context, program, queue, out)
        inspect("bottleneck add", ext, context, program, queue, out)
        out = self.relu3.forward(context, program, queue, out)
        inspect("bottleneck relu3", ext, context, program, queue, out)

        return out