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Learning Low-Precision Structured Subnetworks Using Joint Layerwise Channel Pruning and Uniform Quantization

Pruning and quantization are core techniques used to reduce the inference costs of deep neural networks. Among the state-of-the-art pruning techniques, magnitude-based pruning algorithms have demonstrated consistent success in the reduction of both weight and feature map complexity. However, we find...

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I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Xinyu Zhang, Ian Colbert, Srinjoy Das
Hōputu: Artigo
Reo:Inglês
I whakaputaina: MDPI AG 2022-08-01
Rangatū:Applied Sciences
Ngā marau:
Urunga tuihono:https://www.mdpi.com/2076-3417/12/15/7829
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