Frames per second (FPS) measured from host-code and includes data-transfer latencies and AIEngine™ kernel latencies. Measurements done on VCK190 evaluation boards and use only one AIE core.
Function(xf::cv::aie) | Performance (FPS) with PL Data-movers(Full HD) | Performance (FPS) with PL Data-movers (4K) | Performance (FPS) with GMIO Data-movers(Full HD) | Performance (FPS) with GMIO Data-movers (4K) |
---|---|---|---|---|
absolutedifference | 284 | 80 | 128 | 50 |
accumulate | 280 | 79 | 137 | 48 |
accumulateweighted | 281 | 75 | 111 | 40 |
addweighted | 358 | 100 | 129 | 38 |
convertScaleAbs | 406 | 106 | 214 | 57 |
erode | 250 | 65 | 131 | 41 |
filter2D | 250 | 67 | 157 | 47 |
gainControl | 405 | 103 | 192 | 60 |
gaussian | 249 | 66 | 179 | 52 |
laplacian | 250 | 66 | 150 | 46 |
pixel_wise_mul | 362 | 102 | 170 | 51 |
threshold | 403 | 105 | 251 | 68 |
zero function | 405 | 103 | 204 | 66 |