Browse Source

added raspberry pi 4B benchmark (#1758)

tags/20200616
German Novikov GitHub 6 years ago
parent
commit
97b43944e5
No known key found for this signature in database GPG Key ID: 4AEE18F83AFDEB23
1 changed files with 34 additions and 0 deletions
  1. +34
    -0
      benchmark/README.md

+ 34
- 0
benchmark/README.md View File

@@ -445,6 +445,40 @@ powersave = 0
mobilenet-yolo min = 638.73 max = 641.27 avg = 639.87

```
Raspberry Pi 4 Model B Broadcom BCM2711B0, Cortex-A72 (ARMv8) (1.5GHz x 4 )
```
pi@raspberrypi:~ $ ./benchncnn 8 4 0
loop_count = 8
num_threads = 4
powersave = 0
gpu_device = -1
cooling_down = 1
squeezenet min = 57.47 max = 59.73 avg = 58.73
squeezenet_int8 min = 77.41 max = 80.01 avg = 78.72
mobilenet min = 85.06 max = 86.67 avg = 86.01
mobilenet_int8 min = 163.69 max = 185.67 avg = 168.48
mobilenet_v2 min = 74.13 max = 76.76 avg = 75.84
mobilenet_v3 min = 60.93 max = 61.46 avg = 61.25
shufflenet min = 37.62 max = 38.46 avg = 37.98
shufflenet_v2 min = 33.00 max = 34.21 avg = 33.38
mnasnet min = 64.39 max = 65.01 avg = 64.64
proxylessnasnet min = 65.71 max = 66.71 avg = 66.06
googlenet min = 175.82 max = 176.69 avg = 176.24
googlenet_int8 min = 187.11 max = 188.97 avg = 187.99
resnet18 min = 233.36 max = 234.39 avg = 233.89
resnet18_int8 min = 156.72 max = 173.10 avg = 159.56
alexnet min = 180.48 max = 197.66 avg = 183.05
vgg16 min = 969.88 max = 1007.31 avg = 988.65
vgg16_int8 min = 1206.02 max = 1258.90 avg = 1226.27
resnet50 min = 480.30 max = 502.61 avg = 486.97
resnet50_int8 min = 412.35 max = 465.48 avg = 421.58
squeezenet_ssd min = 183.15 max = 221.97 avg = 190.40
squeezenet_ssd_int8 min = 233.73 max = 250.71 avg = 238.20
mobilenet_ssd min = 176.45 max = 197.79 avg = 180.52
mobilenet_ssd_int8 min = 259.11 max = 272.16 avg = 261.29
mobilenet_yolo min = 423.25 max = 447.12 avg = 435.26
mobilenetv2_yolov3 min = 241.08 max = 283.54 avg = 248.69
```

Rockchip RK3399 (Cortex-A72 1.8GHz x 2 + Cortex-A53 1.5GHz x 4)
```


Loading…
Cancel
Save