Slide 11
Slide 11 text
SqeezeNet
source: https://arxiv.org/abs/1602.07360
11/17
55*55*96
55*55*16
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• Fire module
squeeze channels to reduce
computational costs
• Deep compression
lighten model size
sparse weight, weight quantization,
Huffman coding
• Small model
for 6 bit data, the model
size is 0.47 [MB] !
1*1 squeeze
1*1 expand 3*3 expand