| Qiu [8] | Meloni [9] | Venieris [10] | Proposed Work | |
Platform | Xilinx Zynq Z-7045 | Xilinx Zynq Z-7045 | Xilinx Zynq Z-7045 | Xilinx Zynq Z-7045 | |
Clock (Mhz) | 150 | 140 | 125 | 140 | |
Precision | 16-bit fixed | 16-bit fixed | 16-bit fixed | 16-bit fixed | |
DSP | 780 | 864 | 855 | 172 | |
Throughput (GOP/s) | Conv | 187.89 | 169.7 | 155.81 | 35.43 |
Full | 136.97 | 122.58 | - | 28.31 | |
Throughput Density | Conv | 1.61 × 10−3 | 1.40 × 10−3 | 1.45 × 10−3 | 1.44 × 10−3 |
Full | 1.17 × 10−3 | 1.01 × 10−3 | - | 1.15 × 10−3 | |
Flexibility | Low | High | Low | High |