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Lite Architecture Benchmark
gzydsmz edited this page Jul 2, 2019
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6 revisions
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 |