Profiling - 2023.2 English

Vitis Libraries

Release Date
2023-12-20
Version
2023.2 English

The canny design is validated on Alveo U200 board at 300 MHz frequency. The hardware resource utilizations are listed in the following table.

Table 767 Table 1 Hardware resources for Canny edge detection
Dataset LUT BRAM FF DSP
Resolution NPPC other params
4K 8 L1 Norm, Filter - 3x3 31408 132 19148 96
FHD 8 L1 Norm, Filter - 3x3 17451 65 11256 63

The performance is shown below

Table 768 Table 2 Performance numbers in terms of FPS (Frames Per Second) for Canny edge detection
Dataset FPS(CPU) FPS(FPGA)
4k (3840x2160) 9 95
Full HD(1920x1080) 25 333