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update qcom835 benchmark

tags/20200616
nihui GitHub 6 years ago
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1 changed files with 91 additions and 70 deletions
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      benchmark/README.md

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benchmark/README.md View File

@@ -254,90 +254,111 @@ gpu_device = -1

Qualcomm MSM8998 Snapdragon 835 (Kyro 2.45GHz x 4 + Kyro 1.9GHz x 4 + Adreno 540)
```
sagit:/data/local/tmp $ ./benchncnn 8 4 0
[0 Adreno (TM) 540] queueC=0[3] queueT=0[3] memU=2 memDL=2 memHV=2
taimen:/data/local/tmp/ncnnbench $ ./benchncnn 8 4 2 -1 0
[0 Adreno (TM) 540] queueC=0[3] queueG=0[3] queueT=0[3]
[0 Adreno (TM) 540] buglssc=0 bugsbn1=1 buglbia=0 bugihfa=0
[0 Adreno (TM) 540] fp16p=1 fp16s=0 fp16a=0 int8s=0 int8a=0
loop_count = 8
num_threads = 4
powersave = 0
powersave = 2
gpu_device = -1
squeezenet min = 25.76 max = 26.92 avg = 26.12
squeezenet_int8 min = 20.95 max = 21.23 avg = 21.07
mobilenet min = 38.37 max = 38.77 avg = 38.61
mobilenet_int8 min = 30.31 max = 30.93 avg = 30.57
mobilenet_v2 min = 30.23 max = 30.92 avg = 30.67
shufflenet min = 14.69 max = 14.89 avg = 14.78
mnasnet min = 26.89 max = 27.12 avg = 26.96
proxylessnasnet min = 30.80 max = 30.97 avg = 30.86
googlenet min = 90.19 max = 91.43 avg = 90.60
googlenet_int8 min = 73.63 max = 74.12 avg = 73.92
resnet18 min = 84.19 max = 86.84 avg = 85.56
resnet18_int8 min = 61.74 max = 62.47 avg = 61.91
alexnet min = 142.65 max = 144.35 avg = 143.35
vgg16 min = 467.25 max = 479.00 avg = 471.77
vgg16_int8 min = 464.94 max = 468.86 avg = 466.73
resnet50 min = 202.83 max = 204.22 avg = 203.36
resnet50_int8 min = 165.61 max = 166.11 avg = 165.78
squeezenet_ssd min = 73.29 max = 75.00 avg = 73.99
squeezenet_ssd_int8 min = 65.03 max = 66.28 avg = 65.50
mobilenet_ssd min = 88.01 max = 88.66 avg = 88.25
mobilenet_ssd_int8 min = 69.95 max = 70.76 avg = 70.14
mobilenet_yolo min = 191.62 max = 237.58 avg = 212.80
mobilenet_yolov3 min = 241.35 max = 243.13 avg = 242.27
cooling_down = 1
squeezenet min = 28.46 max = 30.89 avg = 29.77
squeezenet_int8 min = 30.32 max = 32.92 avg = 31.68
mobilenet min = 36.65 max = 38.37 avg = 37.32
mobilenet_int8 min = 62.91 max = 66.71 avg = 64.49
mobilenet_v2 min = 27.85 max = 31.21 avg = 29.41
mobilenet_v3 min = 23.83 max = 26.40 avg = 24.79
shufflenet min = 15.65 max = 16.88 avg = 16.27
shufflenet_v2 min = 13.70 max = 14.49 avg = 14.08
mnasnet min = 25.04 max = 28.35 avg = 26.45
proxylessnasnet min = 27.49 max = 29.58 avg = 28.62
efficientnet_b0 min = 48.43 max = 49.41 avg = 48.85
regnety_400m min = 42.48 max = 43.78 avg = 43.18
blazeface min = 4.39 max = 4.68 avg = 4.51
googlenet min = 75.98 max = 78.40 avg = 77.37
googlenet_int8 min = 79.26 max = 83.20 avg = 80.55
resnet18 min = 73.60 max = 76.97 avg = 75.63
resnet18_int8 min = 62.93 max = 65.94 avg = 64.50
alexnet min = 64.18 max = 67.02 avg = 65.49
vgg16 min = 389.39 max = 399.13 avg = 394.09
vgg16_int8 min = 509.06 max = 524.41 avg = 514.76
resnet50 min = 188.21 max = 194.58 avg = 191.98
resnet50_int8 min = 182.84 max = 187.22 avg = 184.23
squeezenet_ssd min = 77.69 max = 81.17 avg = 79.24
squeezenet_ssd_int8 min = 81.71 max = 84.12 avg = 82.90
mobilenet_ssd min = 78.35 max = 81.50 avg = 79.82
mobilenet_ssd_int8 min = 96.84 max = 100.97 avg = 98.42
mobilenet_yolo min = 167.32 max = 170.71 avg = 168.87
mobilenetv2_yolov3 min = 97.00 max = 102.11 avg = 99.01

sagit:/data/local/tmp $ ./benchncnn 8 1 0
[0 Adreno (TM) 540] queueC=0[3] queueT=0[3] memU=2 memDL=2 memHV=2
taimen:/data/local/tmp/ncnnbench $ ./benchncnn 8 1 2 -1 1
[0 Adreno (TM) 540] queueC=0[3] queueG=0[3] queueT=0[3]
[0 Adreno (TM) 540] buglssc=0 bugsbn1=1 buglbia=0 bugihfa=0
[0 Adreno (TM) 540] fp16p=1 fp16s=0 fp16a=0 int8s=0 int8a=0
loop_count = 8
num_threads = 1
powersave = 0
powersave = 2
gpu_device = -1
squeezenet min = 68.57 max = 69.67 avg = 68.88
squeezenet_int8 min = 52.99 max = 53.82 avg = 53.31
mobilenet min = 116.61 max = 118.33 avg = 117.64
mobilenet_int8 min = 96.25 max = 98.42 avg = 96.87
mobilenet_v2 min = 78.55 max = 79.71 avg = 78.94
shufflenet min = 33.62 max = 34.23 avg = 34.01
mnasnet min = 74.20 max = 75.23 avg = 74.89
proxylessnasnet min = 87.76 max = 89.33 avg = 88.63
googlenet min = 278.71 max = 281.95 avg = 280.19
googlenet_int8 min = 205.23 max = 206.50 avg = 205.75
resnet18 min = 228.86 max = 231.37 avg = 230.13
resnet18_int8 min = 162.87 max = 165.73 avg = 163.89
alexnet min = 359.06 max = 359.96 avg = 359.67
vgg16 min = 1359.55 max = 1368.28 avg = 1364.26
vgg16_int8 min = 987.93 max = 996.37 avg = 991.80
resnet50 min = 552.06 max = 556.15 avg = 553.67
resnet50_int8 min = 412.79 max = 415.59 avg = 414.15
squeezenet_ssd min = 158.16 max = 159.39 avg = 158.77
squeezenet_ssd_int8 min = 132.39 max = 134.26 avg = 133.42
mobilenet_ssd min = 233.77 max = 242.49 avg = 238.20
mobilenet_ssd_int8 min = 192.66 max = 200.20 avg = 197.47
mobilenet_yolo min = 522.35 max = 537.15 avg = 529.32
mobilenet_yolov3 min = 535.72 max = 549.35 avg = 541.81
cooling_down = 1
squeezenet min = 67.25 max = 71.39 avg = 69.35
squeezenet_int8 min = 62.12 max = 66.35 avg = 63.73
mobilenet min = 103.30 max = 110.39 avg = 107.13
mobilenet_int8 min = 155.24 max = 161.42 avg = 157.82
mobilenet_v2 min = 71.89 max = 74.73 avg = 73.48
mobilenet_v3 min = 58.35 max = 63.43 avg = 60.68
shufflenet min = 35.96 max = 39.43 avg = 36.94
shufflenet_v2 min = 35.53 max = 39.86 avg = 37.10
mnasnet min = 66.71 max = 74.00 avg = 68.65
proxylessnasnet min = 76.50 max = 82.20 avg = 78.57
efficientnet_b0 min = 142.32 max = 152.17 avg = 146.14
regnety_400m min = 89.60 max = 98.27 avg = 92.62
blazeface min = 10.45 max = 12.81 avg = 11.07
googlenet min = 222.75 max = 233.61 avg = 228.38
googlenet_int8 min = 206.70 max = 212.20 avg = 209.24
resnet18 min = 210.86 max = 220.25 avg = 213.65
resnet18_int8 min = 176.04 max = 183.58 avg = 178.71
alexnet min = 185.97 max = 195.91 avg = 191.40
vgg16 min = 1176.82 max = 1200.64 avg = 1187.88
vgg16_int8 min = 1086.52 max = 1105.00 avg = 1095.53
resnet50 min = 517.48 max = 533.99 avg = 526.04
resnet50_int8 min = 417.30 max = 435.81 avg = 422.36
squeezenet_ssd min = 164.88 max = 171.21 avg = 167.51
squeezenet_ssd_int8 min = 164.78 max = 171.77 avg = 168.36
mobilenet_ssd min = 221.41 max = 229.13 avg = 226.18
mobilenet_ssd_int8 min = 234.15 max = 245.91 avg = 239.01
mobilenet_yolo min = 471.34 max = 484.99 avg = 477.15
mobilenetv2_yolov3 min = 249.14 max = 257.61 avg = 252.54

sagit:/data/local/tmp $ ./benchncnn 8 1 0 0
[0 Adreno (TM) 540] queueC=0[3] queueT=0[3] memU=2 memDL=2 memHV=2
taimen:/data/local/tmp/ncnnbench $ ./benchncnn 8 1 2 0 1
[0 Adreno (TM) 540] queueC=0[3] queueG=0[3] queueT=0[3]
[0 Adreno (TM) 540] buglssc=0 bugsbn1=1 buglbia=0 bugihfa=0
[0 Adreno (TM) 540] fp16p=1 fp16s=0 fp16a=0 int8s=0 int8a=0
loop_count = 8
num_threads = 1
powersave = 0
powersave = 2
gpu_device = 0
squeezenet min = 35.06 max = 45.54 avg = 36.91
mobilenet min = 50.06 max = 51.50 avg = 51.07
mobilenet_v2 min = 38.21 max = 41.10 avg = 39.14
shufflenet min = 34.92 max = 35.73 avg = 35.30
mnasnet min = 38.82 max = 39.16 avg = 39.02
proxylessnasnet min = 42.60 max = 43.93 avg = 43.22
googlenet min = 136.68 max = 139.14 avg = 138.05
resnet18 min = 142.47 max = 143.61 avg = 142.96
alexnet min = 297.56 max = 303.92 avg = 300.53
vgg16 min = 980.64 max = 998.57 avg = 988.27
resnet50 min = 312.66 max = 315.18 avg = 314.44
squeezenet_ssd min = 189.98 max = 194.55 avg = 192.53
mobilenet_ssd min = 125.63 max = 126.95 avg = 126.17
mobilenet_yolo min = 260.15 max = 264.34 avg = 262.51
mobilenet_yolov3 min = 249.49 max = 250.87 avg = 249.94
cooling_down = 1
squeezenet min = 18.74 max = 19.89 avg = 19.22
mobilenet min = 21.19 max = 25.61 avg = 22.94
mobilenet_v2 min = 24.15 max = 34.68 avg = 30.12
mobilenet_v3 min = 25.94 max = 33.15 avg = 30.09
shufflenet min = 25.05 max = 31.41 avg = 27.85
shufflenet_v2 min = 28.82 max = 32.04 avg = 30.95
mnasnet min = 21.34 max = 27.69 avg = 24.17
proxylessnasnet min = 25.51 max = 30.03 avg = 28.01
efficientnet_b0 min = 42.94 max = 47.44 avg = 45.28
regnety_400m min = 36.36 max = 55.73 avg = 41.82
blazeface min = 11.14 max = 13.11 avg = 12.20
googlenet min = 49.72 max = 56.92 avg = 51.79
resnet18 min = 44.63 max = 47.37 avg = 45.86
alexnet min = 42.83 max = 46.34 avg = 44.63
vgg16 min = 568.82 max = 586.75 avg = 578.60
resnet50 min = 108.63 max = 115.76 avg = 110.38
squeezenet_ssd min = 85.22 max = 104.73 avg = 93.14
mobilenet_ssd min = 49.91 max = 56.86 avg = 52.33
mobilenet_yolo min = 98.76 max = 109.37 avg = 102.27
mobilenetv2_yolov3 min = 57.49 max = 61.15 avg = 58.74
```

Qualcomm SDM660 Snapdragon 660 (Kyro260 2.2GHz x 4 + Kyro260 1.84GHz x 4 + Adreno 512)


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