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time_comparison
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12核CPU
mobilenetv3-s yolov5n
total_time 12.94 ms yolotime: 9.17 ms LK time: 3.77 ms
total_time 10.71 ms yolotime: 7.0 ms LK time: 3.72 ms
total_time 11.17 ms yolotime: 8.29 ms LK time: 2.88 ms
total_time 9.18 ms yolotime: 7.36 ms LK time: 1.82 ms
total_time 10.99 ms yolotime: 8.31 ms LK time: 2.69 ms
total_time 10.86 ms yolotime: 8.47 ms LK time: 2.4 ms
total_time 9.4 ms yolotime: 7.37 ms LK time: 2.03 ms
total_time 10.51 ms yolotime: 8.16 ms LK time: 2.34 ms
total_time 10.96 ms yolotime: 8.34 ms LK time: 2.62 ms
average process time: 11.281010591350396 ms
yolov5n
total_time 14.93 ms yolotime: 10.53 ms LK time: 4.4 ms
total_time 13.15 ms yolotime: 10.13 ms LK time: 3.02 ms
total_time 13.47 ms yolotime: 10.64 ms LK time: 2.83 ms
total_time 10.75 ms yolotime: 9.12 ms LK time: 1.63 ms
total_time 12.82 ms yolotime: 10.22 ms LK time: 2.6 ms
total_time 12.28 ms yolotime: 9.95 ms LK time: 2.33 ms
total_time 12.42 ms yolotime: 10.57 ms LK time: 1.85 ms
total_time 11.61 ms yolotime: 10.26 ms LK time: 1.35 ms
total_time 12.05 ms yolotime: 10.47 ms LK time: 1.58 ms
total_time 12.76 ms yolotime: 10.45 ms LK time: 2.3 ms
average process time: 13.519737556561086 ms
单核CPU
mobilenetv3-s yolov5n
total_time 88.04 ms yolotime: 71.98 ms LK time: 16.06 ms
total_time 78.54 ms yolotime: 76.38 ms LK time: 2.15 ms
total_time 77.13 ms yolotime: 75.13 ms LK time: 2.0 ms
total_time 107.21 ms yolotime: 89.31 ms LK time: 17.9 ms
total_time 101.09 ms yolotime: 94.21 ms LK time: 6.88 ms
total_time 105.39 ms yolotime: 87.44 ms LK time: 17.96 ms
total_time 89.01 ms yolotime: 72.65 ms LK time: 16.36 ms
total_time 119.3 ms yolotime: 103.93 ms LK time: 15.36 ms
total_time 85.85 ms yolotime: 69.37 ms LK time: 16.48 ms
average process time: 96.81744924977934 ms
yolov5n
total_time 149.36 ms yolotime: 146.89 ms LK time: 2.47 ms
total_time 147.81 ms yolotime: 137.28 ms LK time: 10.53 ms
total_time 173.66 ms yolotime: 157.36 ms LK time: 16.31 ms
total_time 142.11 ms yolotime: 125.13 ms LK time: 16.98 ms
total_time 170.53 ms yolotime: 141.79 ms LK time: 28.75 ms
total_time 142.82 ms yolotime: 127.63 ms LK time: 15.19 ms
total_time 128.44 ms yolotime: 116.24 ms LK time: 12.21 ms
total_time 159.76 ms yolotime: 158.37 ms LK time: 1.39 ms
total_time 174.62 ms yolotime: 166.05 ms LK time: 8.57 ms
total_time 117.52 ms yolotime: 116.02 ms LK time: 1.5 ms
average process time: 158.010963800905 ms