Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

docs(benchmark/README.md): add benchmark result on mbp #3373

Merged
merged 1 commit into from Nov 22, 2021
Merged
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Jump to
Jump to file
Failed to load files.
Diff view
Diff view
135 changes: 134 additions & 1 deletion benchmark/README.md
Expand Up @@ -2142,4 +2142,137 @@ cooling_down = 0
blazeface min = 102.72 max = 104.18 avg = 103.51
googlenet min = 3652.89 max = 3705.40 avg = 3675.43
googlenet_int8 min = 8067.30 max = 8070.22 avg = 8069.21

```
### MacBook Pro (15-inch, 2019) - 2.6GHz six cores Intel Core i7 && Radeon Pro 555X 4GB && Intel UHD Graphics 630 1536MB
```

➜ benchmark git:(master) ✗ ./benchncnn 10 1 0 -1
loop_count = 10
num_threads = 1
powersave = 0
gpu_device = -1
cooling_down = 1
squeezenet min = 14.68 max = 17.06 avg = 15.55
squeezenet_int8 min = 51.64 max = 57.85 avg = 54.01
mobilenet min = 20.74 max = 25.38 avg = 22.77
mobilenet_int8 min = 66.84 max = 91.01 avg = 75.69
mobilenet_v2 min = 14.04 max = 20.06 avg = 16.36
mobilenet_v3 min = 11.89 max = 16.22 avg = 13.58
shufflenet min = 13.74 max = 17.10 avg = 15.02
shufflenet_v2 min = 12.73 max = 14.36 avg = 13.53
mnasnet min = 11.05 max = 17.79 avg = 13.82
proxylessnasnet min = 12.60 max = 27.38 avg = 17.55
efficientnet_b0 min = 23.73 max = 26.82 avg = 25.45
efficientnetv2_b0 min = 27.03 max = 33.89 avg = 30.78
regnety_400m min = 13.81 max = 21.50 avg = 15.40
blazeface min = 3.72 max = 4.98 avg = 4.43
googlenet min = 65.88 max = 76.62 avg = 69.40
googlenet_int8 min = 192.07 max = 227.85 avg = 203.81
resnet18 min = 79.45 max = 90.41 avg = 85.32
resnet18_int8 min = 201.71 max = 222.31 avg = 207.39
alexnet min = 70.67 max = 80.13 avg = 74.43
vgg16 min = 233.74 max = 261.62 avg = 250.99
vgg16_int8 min = 1722.78 max = 1997.14 avg = 1772.71
resnet50 min = 130.39 max = 135.31 avg = 133.27
resnet50_int8 min = 439.69 max = 483.78 avg = 461.33
squeezenet_ssd min = 108.54 max = 122.15 avg = 115.02
squeezenet_ssd_int8 min = 175.58 max = 185.09 avg = 181.33
mobilenet_ssd min = 51.89 max = 59.32 avg = 54.30
mobilenet_ssd_int8 min = 140.15 max = 192.10 avg = 164.47
mobilenet_yolo min = 117.37 max = 131.89 avg = 126.34
mobilenetv2_yolov3 min = 57.57 max = 72.29 avg = 64.92
yolov4-tiny min = 114.45 max = 123.15 avg = 116.91
nanodet_m min = 25.65 max = 33.27 avg = 28.75

➜ benchmark git:(master) ✗ ./benchncnn 10 1 0 0
[0 AMD Radeon Pro 555X] queueC=0[1] queueG=0[1] queueT=0[1]
[0 AMD Radeon Pro 555X] bugsbn1=0 bugbilz=196 bugcopc=0 bugihfa=0
[0 AMD Radeon Pro 555X] fp16-p/s/a=1/1/1 int8-p/s/a=1/1/1
[0 AMD Radeon Pro 555X] subgroup=64 basic=0 vote=0 ballot=0 shuffle=0
[1 Intel(R) UHD Graphics 630] queueC=0[1] queueG=0[1] queueT=0[1]
[1 Intel(R) UHD Graphics 630] bugsbn1=0 bugbilz=0 bugcopc=0 bugihfa=0
[1 Intel(R) UHD Graphics 630] fp16-p/s/a=1/1/1 int8-p/s/a=1/1/1
[1 Intel(R) UHD Graphics 630] subgroup=32 basic=0 vote=0 ballot=0 shuffle=0
loop_count = 10
num_threads = 1
powersave = 0
gpu_device = 0
cooling_down = 1
squeezenet min = 6.66 max = 7.30 avg = 6.91
squeezenet_int8 min = 49.97 max = 60.92 avg = 53.86
mobilenet min = 6.99 max = 7.48 avg = 7.17
mobilenet_int8 min = 70.46 max = 83.20 avg = 79.33
mobilenet_v2 min = 9.56 max = 10.87 avg = 10.34
mobilenet_v3 min = 11.48 max = 12.20 avg = 11.94
shufflenet min = 4.52 max = 5.25 avg = 4.96
shufflenet_v2 min = 7.29 max = 9.65 avg = 7.99
mnasnet min = 9.82 max = 11.88 avg = 10.62
proxylessnasnet min = 7.85 max = 8.41 avg = 8.07
efficientnet_b0 min = 17.34 max = 17.85 avg = 17.56
efficientnetv2_b0 min = 21.95 max = 24.10 avg = 23.15
regnety_400m min = 13.54 max = 14.83 avg = 14.11
blazeface min = 3.26 max = 6.59 avg = 5.50
googlenet min = 17.62 max = 19.47 avg = 18.27
googlenet_int8 min = 198.88 max = 247.97 avg = 223.31
resnet18 min = 11.10 max = 12.01 avg = 11.59
resnet18_int8 min = 225.56 max = 259.39 avg = 238.97
alexnet min = 17.66 max = 19.19 avg = 18.24
vgg16 min = 53.20 max = 54.88 avg = 53.73
vgg16_int8 min = 1747.52 max = 2130.08 avg = 1880.42
resnet50 min = 27.38 max = 28.84 avg = 28.34
resnet50_int8 min = 461.86 max = 579.83 avg = 528.15
squeezenet_ssd min = 19.99 max = 20.98 avg = 20.50
squeezenet_ssd_int8 min = 185.20 max = 209.66 avg = 196.81
mobilenet_ssd min = 12.81 max = 14.21 avg = 13.48
mobilenet_ssd_int8 min = 139.29 max = 168.38 avg = 148.20
mobilenet_yolo min = 19.50 max = 20.51 avg = 19.97
mobilenetv2_yolov3 min = 15.95 max = 19.28 avg = 16.85
yolov4-tiny min = 21.43 max = 23.42 avg = 22.28
nanodet_m min = 7.95 max = 9.23 avg = 8.48

➜ benchmark git:(master) ✗ ./benchncnn 10 1 0 1
[0 AMD Radeon Pro 555X] queueC=0[1] queueG=0[1] queueT=0[1]
[0 AMD Radeon Pro 555X] bugsbn1=0 bugbilz=0 bugcopc=0 bugihfa=0
[0 AMD Radeon Pro 555X] fp16-p/s/a=1/1/1 int8-p/s/a=1/1/1
[0 AMD Radeon Pro 555X] subgroup=64 basic=0 vote=0 ballot=0 shuffle=0
[1 Intel(R) UHD Graphics 630] queueC=0[1] queueG=0[1] queueT=0[1]
[1 Intel(R) UHD Graphics 630] bugsbn1=0 bugbilz=0 bugcopc=0 bugihfa=0
[1 Intel(R) UHD Graphics 630] fp16-p/s/a=1/1/1 int8-p/s/a=1/1/1
[1 Intel(R) UHD Graphics 630] subgroup=32 basic=0 vote=0 ballot=0 shuffle=0
loop_count = 10
num_threads = 1
powersave = 0
gpu_device = 1
cooling_down = 1
squeezenet min = 11.06 max = 13.22 avg = 12.09
squeezenet_int8 min = 54.87 max = 64.55 avg = 59.84
mobilenet min = 13.65 max = 16.70 avg = 14.81
mobilenet_int8 min = 72.36 max = 93.58 avg = 86.40
mobilenet_v2 min = 11.88 max = 15.90 avg = 13.47
mobilenet_v3 min = 12.68 max = 16.16 avg = 14.56
shufflenet min = 13.87 max = 16.68 avg = 14.93
shufflenet_v2 min = 11.73 max = 13.65 avg = 12.87
mnasnet min = 12.71 max = 15.56 avg = 14.22
proxylessnasnet min = 14.03 max = 17.28 avg = 15.37
efficientnet_b0 min = 17.50 max = 21.46 avg = 19.30
efficientnetv2_b0 min = 35.47 max = 38.58 avg = 36.89
regnety_400m min = 16.00 max = 19.45 avg = 17.48
blazeface min = 6.08 max = 7.18 avg = 6.39
googlenet min = 23.35 max = 29.68 avg = 25.77
googlenet_int8 min = 198.49 max = 254.38 avg = 222.77
resnet18 min = 21.85 max = 28.10 avg = 24.70
resnet18_int8 min = 211.21 max = 279.55 avg = 222.64
alexnet min = 24.45 max = 30.47 avg = 26.87
vgg16 min = 115.20 max = 117.76 avg = 116.48
vgg16_int8 min = 1715.92 max = 1960.02 avg = 1800.21
resnet50 min = 45.65 max = 46.25 avg = 46.05
resnet50_int8 min = 448.13 max = 555.53 avg = 485.47
squeezenet_ssd min = 28.43 max = 33.26 avg = 29.85
squeezenet_ssd_int8 min = 180.91 max = 202.51 avg = 190.84
mobilenet_ssd min = 21.03 max = 26.93 avg = 23.48
mobilenet_ssd_int8 min = 154.41 max = 184.64 avg = 165.04
mobilenet_yolo min = 37.04 max = 38.64 avg = 37.52
mobilenetv2_yolov3 min = 24.98 max = 30.03 avg = 27.70
yolov4-tiny min = 39.29 max = 50.25 avg = 44.18
nanodet_m min = 15.97 max = 20.27 avg = 17.93
```