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. 2022 Mar 7;10:855254. doi: 10.3389/fpubh.2022.855254

Table 3.

Layered process time distribution and classification assessment tasks.

Layer Execution time [% of ms] Millions of operations (%)
Conv1 41.01% 21.1%
DWS_Conv1 2.9% 0.08%
Pw_Conv1 3.5% 8.1%
DWS_Conv2 2.8% 0.02%
Pw_Conv2 3.3% 7.7%
Pooling_avg 0.2% 0.1%