Advances, Systems and Applications
Table 2 RDPNet series architecture
From: RDPNet: a single-path lightweight CNN with re-parameterization for CPU-type edge devices
Stage | Operator | Stride | Output size | Channel width |
|---|---|---|---|---|
Stage-0 | RepVGGBlock | 2 | \({112 \times 112 }\) | \({1 \times min(64,64\alpha )}\) |
Stage-1 | RDP-Module | 2 | \({56 \times 56}\) | \({1 \times 64\alpha }\) |
Stage-2 | RDP-Module | 2 | \({28 \times 28 }\) | \({4 \times 128\alpha }\) |
Stage-3 | RDP-Module | 2 | \({14 \times 14}\) | \({14 \times 256\alpha }\) |
Stage-4 | RDP-Module | 2 | \({7 \times 7 }\) | \({1 \times 512\alpha }\) |