HW-Flow: A Multi-Abstraction Level HW-CNN Codesign Pruning Methodology
Convolutional neural networks (CNNs) have produced unprecedented accuracy for many computer vision problems in the recent past. In power and compute-constrained embedded platforms, deploying modern CNNs can present many challenges. Most CNN architectures do not run in real-time due to the high numbe...
Main Authors: | , , , , , , , , , |
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Format: | Article |
Language: | English |
Published: |
Schloss Dagstuhl -- Leibniz-Zentrum fuer Informatik
2022-11-01
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Series: | Leibniz Transactions on Embedded Systems |
Subjects: | |
Online Access: | https://drops.dagstuhl.de/storage/07lites/lites_vol008/lites_vol008_issue001/LITES.8.1.3/LITES.8.1.3.pdf |