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EURASIP Journal on Wireless Communications and Networking

Table 3 Neural network runtime at 1 MB

From: Partitioning multi-layer edge network for neural network collaborative computing

Running time (s)

LeNet5

AlexNet

VGG

Single-Edge computing

0.45

1.30

14.10

Cloud computing

0.82

0.70

2.53

Edge-cloud computing

0.36

0.8

2.44

Multi-layer Edge network computing

0.25

0.43

2.0

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