Journal of Big Data

Table 7 Comparison of time cost of activation functions

From: Accurate identification of cashmere and wool fibers based on enhanced ShuffleNetV2 and transfer learning

Model	Activation Function
Model	ReLU	Mish	EMish
MobileNetV3	554.4s	563.0s	592s
ResNet50	1021.8s	1150.2s	1239.7s
DenseNet121	1059.6s	1318.7s	1425.1s
VGG19	1735.4s	2019.1s	2087.6s

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