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Update README.md
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nihui authored Jan 28, 2022
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Expand Up @@ -2216,39 +2216,113 @@ cooling_down = 1
yolo-fastestv2 min = 44.40 max = 44.78 avg = 44.57
```

### Rockchip RK3288 (Cortex-A17 1.8GHz x 4)
### Rockchip RK3288-CG.W (Cortex-A17 1.8GHz x 4)
```
root@rk3288:/data/local/tmp/ncnn # ./benchncnn 8 4 0
WW_Tinker_Board:/data/local/tmp # ./benchncnn 8 4 0 -1 1
loop_count = 8
num_threads = 4
powersave = 0
squeezenet min = 51.43 max = 74.02 avg = 55.91
mobilenet min = 102.06 max = 125.67 avg = 106.02
mobilenet_v2 min = 80.09 max = 99.23 avg = 85.40
shufflenet min = 34.91 max = 35.75 avg = 35.25
googlenet min = 181.72 max = 252.12 avg = 210.67
resnet18 min = 198.86 max = 240.69 avg = 214.87
alexnet min = 154.68 max = 208.60 avg = 168.75
vgg16 min = 1019.49 max = 1231.92 avg = 1129.09
squeezenet-ssd min = 133.38 max = 241.11 avg = 167.77
mobilenet-ssd min = 156.71 max = 216.70 avg = 175.31
mobilenet-yolo min = 396.78 max = 482.60 avg = 433.34
root@rk3288:/data/local/tmp/ncnn # ./benchncnn 8 1 0
loop_count = 8
gpu_device = -1
cooling_down = 1
squeezenet min = 56.61 max = 56.80 avg = 56.69
squeezenet_int8 min = 40.63 max = 41.05 avg = 40.89
mobilenet min = 83.91 max = 84.59 avg = 84.23
mobilenet_int8 min = 36.15 max = 36.44 avg = 36.25
mobilenet_v2 min = 71.12 max = 71.73 avg = 71.54
mobilenet_v3 min = 56.08 max = 56.56 avg = 56.28
shufflenet min = 37.39 max = 37.75 avg = 37.55
shufflenet_v2 min = 35.19 max = 35.52 avg = 35.34
mnasnet min = 62.08 max = 62.36 avg = 62.24
proxylessnasnet min = 66.98 max = 67.38 avg = 67.16
efficientnet_b0 min = 109.95 max = 110.71 avg = 110.15
efficientnetv2_b0 min = 122.56 max = 123.31 avg = 122.94
regnety_400m min = 88.84 max = 89.19 avg = 88.99
blazeface min = 11.79 max = 11.92 avg = 11.85
googlenet min = 162.56 max = 165.39 avg = 163.19
googlenet_int8 min = 110.35 max = 110.91 avg = 110.60
resnet18 min = 172.39 max = 173.99 avg = 173.24
resnet18_int8 min = 84.00 max = 84.40 avg = 84.19
alexnet min = 156.71 max = 158.23 avg = 157.59
vgg16 min = 956.95 max = 964.32 avg = 960.60
vgg16_int8 min = 388.10 max = 389.52 avg = 388.68
resnet50 min = 403.05 max = 404.80 avg = 404.01
resnet50_int8 min = 205.12 max = 207.42 avg = 206.19
squeezenet_ssd min = 163.61 max = 165.79 avg = 164.93
squeezenet_ssd_int8 min = 125.88 max = 126.35 avg = 126.12
mobilenet_ssd min = 175.97 max = 176.86 avg = 176.39
mobilenet_ssd_int8 min = 76.90 max = 77.74 avg = 77.35
mobilenet_yolo min = 385.59 max = 387.19 avg = 386.60
mobilenetv2_yolov3 min = 234.88 max = 236.22 avg = 235.66
yolov4-tiny min = 307.44 max = 310.64 avg = 308.54
nanodet_m min = 92.54 max = 93.15 avg = 92.82
yolo-fastest-1.1 min = 46.69 max = 47.02 avg = 46.83
yolo-fastestv2 min = 38.37 max = 38.68 avg = 38.54
WW_Tinker_Board:/data/local/tmp # ./benchncnn 4 1 0 -1 1
loop_count = 4
num_threads = 1
powersave = 0
gpu_device = -1
cooling_down = 1
squeezenet min = 138.27 max = 138.57 avg = 138.41
squeezenet_int8 min = 85.97 max = 86.23 avg = 86.05
mobilenet min = 234.90 max = 235.08 avg = 235.00
mobilenet_int8 min = 99.92 max = 100.45 avg = 100.12
mobilenet_v2 min = 157.76 max = 157.99 avg = 157.86
mobilenet_v3 min = 130.05 max = 130.23 avg = 130.17
shufflenet min = 74.48 max = 74.62 avg = 74.55
shufflenet_v2 min = 74.05 max = 74.25 avg = 74.13
mnasnet min = 150.74 max = 151.03 avg = 150.87
proxylessnasnet min = 171.09 max = 171.23 avg = 171.16
efficientnet_b0 min = 306.85 max = 307.02 avg = 306.97
efficientnetv2_b0 min = 347.40 max = 347.87 avg = 347.64
regnety_400m min = 190.26 max = 190.33 avg = 190.29
blazeface min = 25.25 max = 25.68 avg = 25.47
googlenet min = 432.09 max = 432.48 avg = 432.32
googlenet_int8 min = 275.55 max = 276.07 avg = 275.88
resnet18 min = 355.11 max = 358.56 avg = 356.90
resnet18_int8 min = 205.80 max = 206.68 avg = 206.26
alexnet min = 330.09 max = 330.29 avg = 330.15
vgg16 min = 2122.95 max = 2124.45 avg = 2123.68
vgg16_int8 min = 1048.53 max = 1049.29 avg = 1048.86
resnet50 min = 1047.27 max = 1048.33 avg = 1047.63
resnet50_int8 min = 517.75 max = 519.28 avg = 518.81
squeezenet_ssd min = 304.69 max = 305.75 avg = 305.16
squeezenet_ssd_int8 min = 219.16 max = 219.94 avg = 219.45
mobilenet_ssd min = 483.73 max = 484.12 avg = 484.01
mobilenet_ssd_int8 min = 208.89 max = 209.19 avg = 209.09
mobilenet_yolo min = 1092.75 max = 1093.70 avg = 1093.13
mobilenetv2_yolov3 min = 560.66 max = 560.92 avg = 560.77
yolov4-tiny min = 704.69 max = 705.38 avg = 705.12
nanodet_m min = 187.13 max = 187.57 avg = 187.39
yolo-fastest-1.1 min = 83.05 max = 83.11 avg = 83.08
yolo-fastestv2 min = 72.19 max = 72.23 avg = 72.21
WW_Tinker_Board:/data/local/tmp # ./benchncnn 4 1 0 0 0
[0 Mali-T760] queueC=0[2] queueG=0[2] queueT=0[2]
[0 Mali-T760] bugsbn1=0 bugbilz=0 bugcopc=0 bugihfa=0
[0 Mali-T760] fp16-p/s/a=1/0/0 int8-p/s/a=1/0/0
[0 Mali-T760] subgroup=0 basic=0 vote=0 ballot=0 shuffle=0
loop_count = 4
num_threads = 1
powersave = 0
squeezenet min = 137.93 max = 140.76 avg = 138.71
mobilenet min = 244.01 max = 248.27 avg = 246.24
mobilenet_v2 min = 177.94 max = 181.57 avg = 179.24
shufflenet min = 77.61 max = 78.30 avg = 77.94
googlenet min = 548.75 max = 559.40 avg = 553.00
resnet18 min = 493.66 max = 510.55 avg = 500.37
alexnet min = 564.20 max = 604.87 avg = 581.30
vgg16 min = 2425.03 max = 2447.25 avg = 2433.38
squeezenet-ssd min = 298.26 max = 304.67 avg = 302.00
mobilenet-ssd min = 465.65 max = 473.33 avg = 469.86
mobilenet-yolo min = 997.95 max = 1012.45 avg = 1002.32
gpu_device = 0
cooling_down = 0
squeezenet min = 77.06 max = 77.20 avg = 77.12
mobilenet min = 124.24 max = 124.58 avg = 124.39
mobilenet_v2 min = 84.55 max = 84.67 avg = 84.61
mobilenet_v3 min = 75.47 max = 75.63 avg = 75.55
shufflenet min = 61.54 max = 61.63 avg = 61.59
shufflenet_v2 min = 64.95 max = 65.05 avg = 65.00
mnasnet min = 84.30 max = 84.41 avg = 84.34
proxylessnasnet min = 89.60 max = 89.71 avg = 89.66
efficientnet_b0 min = 127.26 max = 127.42 avg = 127.36
efficientnetv2_b0 min = 193.23 max = 193.34 avg = 193.30
regnety_400m min = 104.18 max = 235.72 avg = 166.40
blazeface min = 18.01 max = 18.11 avg = 18.08
googlenet min = 259.49 max = 259.78 avg = 259.61
resnet18 min = 257.45 max = 257.56 avg = 257.49
alexnet min = 279.22 max = 281.47 avg = 280.55
```

### HiSilicon Hi3519V101 (Cortex-A17 1.2GHz x 1)
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