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EURASIP Journal on Advances in Signal Processing

Table 1 Parameter settings and corresponding size

From: A hierarchically sampling global sparse transformer in data stream mining for lightweight image restoration

HST

Channel

Depths

Sample rate

#params

GMACs

Tiny

32

{1,1,1,1}

{4,2,2,1}

5.53M

3.88G

Double

32

{2,2,2,2}

{4,2,2,1}

10.66M

6.32G

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