Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
Overall architecture of ShuffleNetv2.
| Layer | Output size | Ksize | Stride | Repeat | Output channels | |||
|---|---|---|---|---|---|---|---|---|
| 0.5× | 1× | 1.5× | 2.5× | |||||
| Image | 224 × 224 | 3 | 3 | 3 | 3 | |||
| Conv1 MaxPool | 112 × 112 | 3 × 3 | 2 | 1 | 24 | 24 | 24 | 24 |
| 56 × 56 | 3 × 3 | 2 | ||||||
| Stage2 | 28 × 28 | 2 | 1 | 48 | 116 | 176 | 244 | |
| 28 × 28 | 1 | 3 | ||||||
| Stage3 | 14 × 14 | 2 | 1 | 96 | 232 | 352 | 488 | |
| 14 × 14 | 1 | 7 | ||||||
| Stage4 | 7 × 7 | 2 | 1 | 192 | 464 | 704 | 976 | |
| 7 × 7 | 1 | 3 | ||||||
| Conv5 | 7 × 7 | 1 × 1 | 1 | 1 | 1024 | 1024 | 1024 | 2048 |
| GlobalPool | 1 × 1 | 7 × 7 | ||||||
| FC | 1,000 | 1,000 | 1,000 | 1,000 | ||||
