Adding the simple bypass connections yielded an increase of 2.9 percentage-points in top-1 accuracy and 2.2 percentage-points in top-5 accuracy without increasing model size.

Source: Review: SqueezeNet (Image Classification) | by Sik-Ho Tsang | Towards Data Science

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