examples/research_projects/visual_bert/modeling_frcnn.py/ResNet/output_shape
class ResNet:    def output_shape(self):
        return {
            name: ShapeSpec(
                channels=self._out_feature_channels[name],
                stride=self._out_feature_strides[name],
            )
            for name in self._out_features
        }