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Advances, Systems and Applications

Journal of Cloud Computing Cover Image

Table 3 TABLE IV. Network parameters of the baseline model

From: A multi-fault diagnosis method of gear-box running on edge equipment

Layertype Kernel size Stride Kernel channel size Output Size Batch Normalization
Batch Input 1000*1
Convolution C1 32*1 2 32 485*32 Yes
Pooling P1 2*1 2 32 242*32
Convolution C2 16*1 1 64 227*64 Yes
Pooling P2 2*1 2 64 113*64
Convolution C3 8*1 1 32 106*32 Yes
Pooling P3 2*1 2 32 53*32
Fully-connected F1 100 1,Dropout = 0.8 100*1 Yes
Softmax S1 30 30*1