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10 jul 2018 ano - Wide Compression: Tensor Ring Nets (CVPR 2018)

Descrição:

Three-component decomposition

Tensor Ring Nets (TRN), in
which layers of a deep neural network are compressed using tensor ring factorization.

结果:
TR-Nets approach is able to compress LeNet-5 by 11× without losing accuracy, and can compress the state-of-the-art Wide ResNet by 243× with only 2.3% degradation in Cifar10 image classification

Adicionado na linha do tempo:

7 abr 2020

Data:

10 jul 2018 ano
Agora
~ 5 years and 10 months ago