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. 2022 Jun 11;53(4):4499–4523. doi: 10.1007/s10489-022-03756-1

Table 3.

OFM sizes and depths of baseline AlexNet SpCNN model

Layer Size of OFMs αl Depth of OFMs μl
Input 55x55 – 1 –
CONV1 55x55 1 16 1
CONV2 27x27 0.49 32 2
CONV3 13x13 0.24 64 4
CONV4 13x13 0.24 64 4
CONV5 6x6 0.11 1024 64
FC 1x1 – 10 –
SM 1x1 – 10 –