Convolution Acceleration on Regular and Depthwise Convolution Operations
460.8Performance (GOPS)Yu et al.
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Yu et al.Device=XCK325T, Frequency=200MHz, Filter Size=3 x 32021.04 | 460.8 | 100 | 100 | |
| Yu et al.Device=XCK325T, Frequency=200MHz, Filter Size=5 x 52021.04 | 460.8 | 100 | 69 | |
| Proposed Hardware ArchitectureDevice=ASIC, Frequency=400MHz2021.04 | 409.6 | 100 | 100 | |
| Su et al.Device=XCZU9EG, Frequency=150MHz2021.04 | 91.2 | 100 | 50 | |
| Liu et al.Device=ZYNQ7100, Frequency=100MHz2021.04 | 17.11 | 100 | 13 |