HarDNet, a power-of-two sparsified DenseNet, reduces intermediate feature-map memory traffic and delivers 30% to 45% faster inference at comparable accuracy.
Fused-layer CNN accelerators
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HarDNet: A Low Memory Traffic Network
HarDNet, a power-of-two sparsified DenseNet, reduces intermediate feature-map memory traffic and delivers 30% to 45% faster inference at comparable accuracy.