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update rpi3b+ benchmark data

tags/20230816
nihui GitHub 2 years ago
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@@ -1461,43 +1461,44 @@ cooling_down = 1

### Raspberry Pi 3 Model B+ Broadcom BCM2837B0, Cortex-A53 (ARMv8) (1.4GHz x 4)
```
pi@raspberrypi:~/ncnn/build/benchmark $ ./benchncnn 8 4 0 -1 1
loop_count = 8
pi@raspberrypi:~/ncnn/build/benchmark $ ./benchncnn 4 4 0 -1 1
loop_count = 4
num_threads = 4
powersave = 0
gpu_device = -1
cooling_down = 1
squeezenet min = 93.48 max = 94.42 avg = 93.92
squeezenet_int8 min = 75.56 max = 91.37 avg = 78.19
mobilenet min = 111.72 max = 116.75 avg = 113.22
mobilenet_int8 min = 66.81 max = 67.65 avg = 67.27
mobilenet_v2 min = 118.23 max = 122.53 avg = 120.10
mobilenet_v3 min = 90.46 max = 92.37 avg = 91.43
shufflenet min = 63.71 max = 64.23 avg = 63.93
shufflenet_v2 min = 55.14 max = 55.45 avg = 55.23
mnasnet min = 96.91 max = 100.11 avg = 98.45
proxylessnasnet min = 105.64 max = 109.58 avg = 107.21
efficientnet_b0 min = 152.08 max = 153.21 avg = 152.51
efficientnetv2_b0 min = 173.82 max = 174.44 avg = 174.09
regnety_400m min = 128.52 max = 130.30 avg = 129.22
blazeface min = 19.25 max = 20.16 avg = 19.86
googlenet min = 242.42 max = 248.31 avg = 244.42
googlenet_int8 min = 189.70 max = 192.26 avg = 190.93
resnet18 min = 279.99 max = 282.42 avg = 281.43
resnet18_int8 min = 162.68 max = 167.57 avg = 165.72
alexnet min = 219.22 max = 227.34 avg = 222.01
resnet50 min = 558.68 max = 567.64 avg = 562.70
resnet50_int8 min = 391.51 max = 393.13 avg = 392.29
squeezenet_ssd min = 313.05 max = 316.22 avg = 314.47
squeezenet_ssd_int8 min = 201.40 max = 202.80 avg = 201.96
mobilenet_ssd min = 242.57 max = 244.58 avg = 243.38
mobilenet_ssd_int8 min = 138.13 max = 139.16 avg = 138.44
mobilenet_yolo min = 515.24 max = 527.39 avg = 519.71
mobilenetv2_yolov3 min = 367.45 max = 379.95 avg = 374.68
yolov4-tiny min = 473.25 max = 481.18 avg = 475.87
nanodet_m min = 140.82 max = 142.07 avg = 141.42
yolo-fastest-1.1 min = 84.35 max = 84.78 avg = 84.57
yolo-fastestv2 min = 69.17 max = 69.71 avg = 69.42
squeezenet min = 84.74 max = 85.60 avg = 85.22
squeezenet_int8 min = 74.48 max = 74.80 avg = 74.68
mobilenet min = 107.84 max = 110.13 avg = 108.66
mobilenet_int8 min = 66.91 max = 67.12 avg = 67.03
mobilenet_v2 min = 110.64 max = 112.73 avg = 111.68
mobilenet_v3 min = 85.78 max = 86.74 avg = 86.44
shufflenet min = 58.38 max = 60.32 avg = 59.33
shufflenet_v2 min = 46.76 max = 47.53 avg = 47.19
mnasnet min = 95.53 max = 95.88 avg = 95.78
proxylessnasnet min = 102.24 max = 105.58 avg = 103.38
efficientnet_b0 min = 134.87 max = 136.98 avg = 135.86
efficientnetv2_b0 min = 146.62 max = 148.06 avg = 147.13
regnety_400m min = 118.60 max = 119.51 avg = 119.03
blazeface min = 15.42 max = 15.61 avg = 15.52
googlenet min = 223.78 max = 224.85 avg = 224.22
googlenet_int8 min = 188.23 max = 190.15 avg = 189.21
resnet18 min = 270.86 max = 272.66 avg = 271.93
resnet18_int8 min = 159.57 max = 160.39 avg = 160.07
alexnet min = 157.79 max = 160.77 avg = 159.09
resnet50 min = 583.57 max = 591.41 avg = 587.42
resnet50_int8 min = 383.96 max = 401.37 avg = 391.87
squeezenet_ssd min = 247.90 max = 249.77 avg = 248.98
squeezenet_ssd_int8 min = 191.65 max = 192.81 avg = 192.17
mobilenet_ssd min = 240.11 max = 241.02 avg = 240.62
mobilenet_ssd_int8 min = 136.30 max = 137.26 avg = 136.73
mobilenet_yolo min = 523.59 max = 539.91 avg = 529.98
mobilenetv2_yolov3 min = 356.44 max = 366.85 avg = 362.06
yolov4-tiny min = 410.25 max = 422.18 avg = 417.17
nanodet_m min = 114.98 max = 115.83 avg = 115.40
yolo-fastest-1.1 min = 79.85 max = 80.83 avg = 80.28
yolo-fastestv2 min = 62.36 max = 62.91 avg = 62.60
FastestDet min = 67.11 max = 68.51 avg = 67.98

pi@raspberrypi:~/ncnn/build/benchmark $ ./benchncnn 4 1 0 -1 1
loop_count = 4
@@ -1505,37 +1506,38 @@ num_threads = 1
powersave = 0
gpu_device = -1
cooling_down = 1
squeezenet min = 152.36 max = 152.52 avg = 152.46
squeezenet_int8 min = 138.38 max = 138.69 avg = 138.52
mobilenet min = 233.98 max = 238.35 avg = 235.30
mobilenet_int8 min = 185.11 max = 185.42 avg = 185.30
mobilenet_v2 min = 173.90 max = 175.93 avg = 175.17
mobilenet_v3 min = 151.83 max = 153.28 avg = 152.52
shufflenet min = 91.71 max = 92.43 avg = 92.08
shufflenet_v2 min = 97.29 max = 97.59 avg = 97.46
mnasnet min = 167.58 max = 168.03 avg = 167.86
proxylessnasnet min = 213.93 max = 216.89 avg = 215.50
efficientnet_b0 min = 332.36 max = 332.48 avg = 332.42
efficientnetv2_b0 min = 383.45 max = 384.49 avg = 383.92
regnety_400m min = 211.78 max = 212.81 avg = 212.09
blazeface min = 28.57 max = 29.41 avg = 28.94
googlenet min = 497.79 max = 499.53 avg = 498.56
googlenet_int8 min = 429.97 max = 433.06 avg = 431.34
resnet18 min = 423.38 max = 424.28 avg = 423.92
resnet18_int8 min = 316.29 max = 317.27 avg = 316.74
alexnet min = 472.86 max = 473.48 avg = 473.15
resnet50 min = 1100.52 max = 1103.82 avg = 1102.50
resnet50_int8 min = 899.54 max = 902.28 avg = 901.05
squeezenet_ssd min = 404.44 max = 408.47 avg = 405.81
squeezenet_ssd_int8 min = 324.34 max = 327.91 avg = 325.62
mobilenet_ssd min = 473.55 max = 474.66 avg = 474.11
mobilenet_ssd_int8 min = 370.25 max = 371.03 avg = 370.56
mobilenet_yolo min = 1049.83 max = 1053.00 avg = 1051.51
mobilenetv2_yolov3 min = 587.69 max = 588.59 avg = 588.22
yolov4-tiny min = 807.98 max = 809.10 avg = 808.64
nanodet_m min = 235.36 max = 236.96 avg = 236.19
yolo-fastest-1.1 min = 105.76 max = 107.73 avg = 106.33
yolo-fastestv2 min = 89.43 max = 89.72 avg = 89.54
squeezenet min = 125.34 max = 125.81 avg = 125.58
squeezenet_int8 min = 135.56 max = 136.34 avg = 135.98
mobilenet min = 204.62 max = 207.06 avg = 205.65
mobilenet_int8 min = 181.34 max = 182.46 avg = 181.91
mobilenet_v2 min = 158.69 max = 158.94 avg = 158.80
mobilenet_v3 min = 127.13 max = 127.31 avg = 127.23
shufflenet min = 84.64 max = 85.29 avg = 84.89
shufflenet_v2 min = 74.28 max = 74.64 avg = 74.44
mnasnet min = 148.12 max = 148.65 avg = 148.42
proxylessnasnet min = 199.56 max = 201.99 avg = 200.42
efficientnet_b0 min = 240.94 max = 241.75 avg = 241.27
efficientnetv2_b0 min = 270.71 max = 270.90 avg = 270.83
regnety_400m min = 186.89 max = 187.08 avg = 187.01
blazeface min = 22.75 max = 23.24 avg = 22.95
googlenet min = 450.64 max = 450.96 avg = 450.79
googlenet_int8 min = 424.66 max = 426.83 avg = 425.78
resnet18 min = 379.21 max = 380.01 avg = 379.57
resnet18_int8 min = 312.23 max = 313.21 avg = 312.68
alexnet min = 270.13 max = 270.88 avg = 270.55
resnet50 min = 977.51 max = 981.89 avg = 979.75
resnet50_int8 min = 890.77 max = 896.89 avg = 893.83
squeezenet_ssd min = 331.52 max = 333.47 avg = 332.46
squeezenet_ssd_int8 min = 317.71 max = 319.64 avg = 318.62
mobilenet_ssd min = 425.42 max = 426.52 avg = 425.93
mobilenet_ssd_int8 min = 370.17 max = 370.90 avg = 370.66
mobilenet_yolo min = 930.40 max = 932.24 avg = 931.46
mobilenetv2_yolov3 min = 534.79 max = 543.56 avg = 539.20
yolov4-tiny min = 675.33 max = 676.83 avg = 676.14
nanodet_m min = 178.13 max = 178.98 avg = 178.64
yolo-fastest-1.1 min = 100.83 max = 101.96 avg = 101.49
yolo-fastestv2 min = 79.73 max = 79.94 avg = 79.84
FastestDet min = 89.09 max = 90.07 avg = 89.78
```

### Raspberry Pi 4 Model B Broadcom BCM2711B0, Cortex-A72 (ARMv8) (1.8GHz x 4)


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