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Add Raspberry Pi 5 GPU Benchmark (#5152)
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FantasyGmm authored Nov 15, 2023
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Expand Up @@ -1716,6 +1716,56 @@ cooling_down = 1
vision_transformer min = 1267.90 max = 1269.45 avg = 1268.82
FastestDet min = 7.79 max = 11.14 avg = 9.03
```
### Raspberry Pi 5 Broadcom BCM2712, VideoCore VII Graphics (Vulkan 1.2)
```
fan@raspberrypi:~/ncnn/benchmark $ ../build/benchmark/benchncnn 10 $(nproc) 0 0 1
[0 V3D 7.1.7] queueC=0[1] queueG=0[1] queueT=0[1]
[0 V3D 7.1.7] bugsbn1=0 bugbilz=0 bugcopc=0 bugihfa=0
[0 V3D 7.1.7] fp16-p/s/a=1/1/0 int8-p/s/a=1/1/0
[0 V3D 7.1.7] subgroup=16 basic/vote/ballot/shuffle=1/0/0/0
[0 V3D 7.1.7] fp16-matrix-16_8_8/16_8_16/16_16_16=0/0/0
loop_count = 10
num_threads = 4
powersave = 0
gpu_device = 0
cooling_down = 1
squeezenet min = 224.20 max = 226.18 avg = 224.66
squeezenet_int8 min = 12.79 max = 13.24 avg = 12.94
mobilenet min = 294.97 max = 297.02 avg = 295.57
mobilenet_int8 min = 14.05 max = 14.34 avg = 14.16
mobilenet_v2 min = 220.44 max = 222.24 avg = 221.17
mobilenet_v3 min = 211.39 max = 213.59 avg = 212.23
shufflenet min = 125.44 max = 127.84 avg = 125.97
shufflenet_v2 min = 183.81 max = 185.89 avg = 184.38
mnasnet min = 215.56 max = 216.97 avg = 216.02
proxylessnasnet min = 225.15 max = 227.02 avg = 225.53
efficientnet_b0 min = 350.26 max = 353.84 avg = 351.55
efficientnetv2_b0 min = 509.23 max = 539.17 avg = 519.78
regnety_400m min = 267.60 max = 270.70 avg = 268.60
blazeface min = 53.74 max = 55.76 avg = 54.52
googlenet min = 638.17 max = 639.74 avg = 638.86
googlenet_int8 min = 44.43 max = 61.79 avg = 46.48
resnet18 min = 647.37 max = 648.07 avg = 647.65
resnet18_int8 min = 29.61 max = 29.77 avg = 29.72
alexnet min = 336.39 max = 336.91 avg = 336.62
vgg16 min = 3274.05 max = 3275.01 avg = 3274.65
vgg16_int8 min = 191.95 max = 221.38 avg = 195.41
resnet50 min = 1541.65 max = 1542.58 avg = 1542.12
resnet50_int8 min = 69.78 max = 70.24 avg = 70.06
squeezenet_ssd min = 865.00 max = 867.67 avg = 866.11
squeezenet_ssd_int8 min = 44.47 max = 45.35 avg = 45.04
mobilenet_ssd min = 694.70 max = 695.98 avg = 695.32
mobilenet_ssd_int8 min = 34.68 max = 35.00 avg = 34.85
mobilenet_yolo min = 1370.65 max = 1371.72 avg = 1371.10
mobilenetv2_yolov3 min = 709.19 max = 710.20 avg = 709.77
yolov4-tiny min = 1252.21 max = 1254.74 avg = 1253.21
nanodet_m min = 386.07 max = 394.15 avg = 388.44
yolo-fastest-1.1 min = 198.91 max = 201.47 avg = 199.65
yolo-fastestv2 min = 160.31 max = 161.62 avg = 160.94
vision_transformer min = 39459.67 max = 39464.06 avg = 39461.08
FastestDet min = 167.67 max = 169.26 avg = 168.39
```
### Raspberry Pi Zero 2 W Broadcom BCM2710A1, Cortex-A53 (ARMv8) (1.0GHz x 4)

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