Open ysh329 opened 5 years ago
Qualcomm MSM8998 Snapdragon 835 (Kyro 2.45GHz x 4 + Kyro 1.9GHz x 4)
chiron:/data/local/tmp/ncnn $ ./benchncnn 8 4 2
loop_count = 8
num_threads = 4
powersave = 2
gpu_device = -1
squeezenet min = 65.27 max = 66.26 avg = 65.88
squeezenet-int8 min = 49.28 max = 49.97 avg = 49.65
mobilenet min = 112.08 max = 114.48 avg = 113.08
mobilenet-int8 min = 85.81 max = 87.38 avg = 86.27
mobilenet_v2 min = 82.68 max = 85.76 avg = 83.70
shufflenet min = 35.30 max = 35.98 avg = 35.69
mnasnet min = 73.79 max = 75.71 avg = 74.64
proxylessnasnet min = 86.91 max = 88.23 avg = 87.53
googlenet min = 268.29 max = 271.47 avg = 269.84
googlenet-int8 min = 195.26 max = 196.51 avg = 195.76
resnet18 min = 239.90 max = 242.86 avg = 241.71
resnet18-int8 min = 156.40 max = 158.20 avg = 157.25
alexnet min = 371.74 max = 373.92 avg = 372.68
vgg16 min = 1328.42 max = 1332.51 avg = 1330.63
resnet50 min = 1133.19 max = 1142.07 avg = 1136.81
resnet50-int8 min = 389.55 max = 394.21 avg = 391.63
squeezenet-ssd min = 147.25 max = 149.50 avg = 148.61
squeezenet-ssd-int8 min = 121.94 max = 124.15 avg = 123.03
mobilenet-ssd min = 224.45 max = 227.93 avg = 226.53
mobilenet-ssd-int8 min = 173.62 max = 176.98 avg = 174.91
mobilenet-yolo min = 531.38 max = 547.12 avg = 539.23
mobilenet-yolov3 min = 517.41 max = 531.32 avg = 522.69
chiron:/data/local/tmp/ncnn $ ./benchncnn 8 1 2
loop_count = 8
num_threads = 1
powersave = 2
gpu_device = -1
squeezenet min = 65.12 max = 66.86 avg = 66.00
squeezenet-int8 min = 48.97 max = 49.54 avg = 49.27
mobilenet min = 111.55 max = 112.73 avg = 111.99
mobilenet-int8 min = 85.71 max = 88.36 avg = 86.65
mobilenet_v2 min = 80.73 max = 81.90 avg = 81.17
shufflenet min = 34.92 max = 35.93 avg = 35.49
mnasnet min = 73.25 max = 75.38 avg = 73.92
proxylessnasnet min = 85.13 max = 86.21 avg = 85.60
googlenet min = 270.40 max = 272.73 avg = 271.72
googlenet-int8 min = 195.78 max = 196.62 avg = 196.22
resnet18 min = 239.18 max = 241.32 avg = 239.89
resnet18-int8 min = 157.11 max = 158.92 avg = 157.92
alexnet min = 371.06 max = 372.05 avg = 371.62
vgg16 min = 1331.08 max = 1333.58 avg = 1332.19
resnet50 min = 1123.01 max = 1127.04 avg = 1125.54
resnet50-int8 min = 391.26 max = 394.80 avg = 392.04
squeezenet-ssd min = 148.16 max = 149.86 avg = 148.95
squeezenet-ssd-int8 min = 120.99 max = 123.27 avg = 121.98
mobilenet-ssd min = 224.85 max = 229.22 avg = 226.98
mobilenet-ssd-int8 min = 174.85 max = 176.97 avg = 175.54
mobilenet-yolo min = 531.72 max = 539.70 avg = 535.78
mobilenet-yolov3 min = 521.13 max = 530.07 avg = 525.99
chiron:/data/local/tmp/ncnn $ ./benchncnn 8 4 1
loop_count = 8
num_threads = 4
powersave = 1
gpu_device = -1
squeezenet min = 133.09 max = 137.01 avg = 134.68
squeezenet-int8 min = 121.84 max = 127.75 avg = 124.90
mobilenet min = 184.89 max = 188.13 avg = 186.10
mobilenet-int8 min = 212.83 max = 221.24 avg = 215.76
mobilenet_v2 min = 164.30 max = 166.67 avg = 165.42
shufflenet min = 79.81 max = 82.43 avg = 81.63
mnasnet min = 140.28 max = 141.62 avg = 140.66
proxylessnasnet min = 166.34 max = 169.82 avg = 167.73
googlenet min = 527.60 max = 531.85 avg = 530.27
googlenet-int8 min = 457.37 max = 466.83 avg = 461.72
resnet18 min = 509.07 max = 523.23 avg = 518.65
resnet18-int8 min = 425.97 max = 431.27 avg = 428.72
alexnet min = 602.90 max = 607.35 avg = 605.37
vgg16 min = 2582.28 max = 2586.84 avg = 2584.57
resnet50 min = 2212.14 max = 2254.06 avg = 2235.96
resnet50-int8 min = 953.75 max = 962.85 avg = 958.71
squeezenet-ssd min = 325.27 max = 328.12 avg = 326.76
squeezenet-ssd-int8 min = 325.17 max = 330.14 avg = 327.33
mobilenet-ssd min = 387.46 max = 392.53 avg = 390.53
mobilenet-ssd-int8 min = 420.80 max = 432.58 avg = 425.32
mobilenet-yolo min = 914.54 max = 917.58 avg = 916.17
mobilenet-yolov3 min = 890.64 max = 899.53 avg = 894.33
chiron:/data/local/tmp/ncnn $ ./benchncnn 8 4 1
loop_count = 8
num_threads = 1
powersave = 1
gpu_device = -1
squeezenet min = 133.69 max = 136.25 avg = 135.23
squeezenet-int8 min = 121.91 max = 127.30 avg = 123.87
mobilenet min = 185.80 max = 187.75 avg = 186.47
mobilenet-int8 min = 212.57 max = 221.60 avg = 217.44
mobilenet_v2 min = 165.16 max = 166.66 avg = 165.56
shufflenet min = 80.51 max = 82.45 avg = 81.97
mnasnet min = 140.55 max = 141.01 avg = 140.73
proxylessnasnet min = 165.80 max = 167.46 avg = 166.54
googlenet min = 518.66 max = 521.32 avg = 520.14
googlenet-int8 min = 458.02 max = 460.91 avg = 459.62
resnet18 min = 509.60 max = 517.68 avg = 513.08
resnet18-int8 min = 424.82 max = 432.92 avg = 429.42
alexnet min = 603.25 max = 609.40 avg = 607.35
vgg16 min = 2584.60 max = 2596.92 avg = 2588.16
resnet50 min = 2233.94 max = 2298.26 avg = 2264.29
resnet50-int8 min = 960.52 max = 967.26 avg = 963.40
squeezenet-ssd min = 326.37 max = 328.98 avg = 327.39
squeezenet-ssd-int8 min = 329.80 max = 336.15 avg = 332.04
mobilenet-ssd min = 392.81 max = 400.24 avg = 396.08
mobilenet-ssd-int8 min = 419.71 max = 426.52 avg = 423.30
mobilenet-yolo min = 917.36 max = 922.24 avg = 919.42
mobilenet-yolov3 min = 890.79 max = 906.92 avg = 895.84
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