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Table 6 The performance of different network on Tiny ImageNet

From: An multi-scale learning network with depthwise separable convolutions

Method Iterations, 42000; batch_size, 256
Acc(%) Number of training parameters
GoogleNet 48.26 6640
AlexNet 44.25 2016
MobileNet 34.53 251
Our method 1 43.19 529
Our method 2 41.80 529