ParagonSR.ParagonSR is a reparameterizable CNN-hybrid for restoration, integrating Transformer-style components. It uses an Inception-style depthwise conv for multi-scale context and a powerful Gated-FFN for feature transformation, while fusing into a simple CNN for fast inference.