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Lite Architecture Benchmark

gzydsmz edited this page Jul 2, 2019 · 6 revisions

Benchmark v0.1

mobile net V1
1 thread 2 thread 4 thread
Qualcomm 435 243.05 ms 123.647 ms 123.748 ms
Qualcomm 625 183.97 ms 94.495 ms 54.256 ms
Qualcomm 835 91.071 ms 48.809 ms 27.581 ms
Qualcomm 845 64.3953 ms 33.816 ms 20.131 ms
MTK Helio P60 237.793 ms 121.988 ms 68.516 ms
arm linux(rk3399) 120.819 ms 65.0624 ms 63.902 ms
mobile net v2
1 thread 2 thread 4 thread
Qualcomm 435 175.27 ms 89.214 ms 89.1469 ms
Qualcomm 625 137.464 ms 73.499 ms 46.679 ms
Qualcomm 835 60.135 ms 38.197 ms 21.134 ms
Qualcomm 845 42.81 ms 23.581 ms 14.114 ms
MTK Helio P60 184.172 ms 97.292 ms 56.531 ms
arm linux(rk3399) 95.654 ms 51.881 ms 49.883 ms
inception v4
1 thread 2 thread 4 thread
Qualcomm 435 2545.87 ms 1325.26 ms 925.012 ms
Qualcomm 625 2021.72 ms 1042.22 ms 614.647 ms
Qualcomm 835 895.008 ms 527.226 ms 326.85 ms
Qualcomm 845 647.563 ms 390.266 ms 259.983 ms
MTK Helio P60 2393.99 ms 1284.46 ms 745.351 ms
arm linux(rk3399) 1141.35 ms 659.916 ms 626.44 ms
Resnet50
1 thread 2 thread 4 thread
Qualcomm 435 1779.96 ms 907.695 ms 904.621 ms
Qualcomm 625 1401.76 ms 714.77 ms 402.68 ms
Qualcomm 835 656.405 ms 374.671 ms 217.913 ms
Qualcomm 845 454.95 ms 254.511 ms 170.833 ms
MTK Helio P60 1696.32 ms 886 ms 485.072 ms
arm linux(rk3399) 834.659 ms 461.797 ms 430.45 ms
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