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23 fev 2015 ano - Speeding-up convolutional neural networks using fine-tuned cp-decomposition (ICLR 2014)

Descrição:

Four-component Decomposition



结果:
For the standard ImageNet architecture (AlexNet), the approach speeds up the second convolution layer by a factor of 4x at the cost of 1% increase of the overall top-5 classification error.

Adicionado na linha do tempo:

7 abr 2020
0
0
285

Data:

23 fev 2015 ano
Agora
~ 10 years ago