From a6667ee6c48ca591fd33aa98134e8ecefba4fc19 Mon Sep 17 00:00:00 2001 From: BowShotDS <41274381+BowShotDS@users.noreply.github.com> Date: Fri, 6 Aug 2021 17:37:20 +0800 Subject: [PATCH] Update RK3568 CPU benchmark (#3145) --- benchmark/README.md | 118 ++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 118 insertions(+) diff --git a/benchmark/README.md b/benchmark/README.md index 18316f72e..4ee5b9972 100644 --- a/benchmark/README.md +++ b/benchmark/README.md @@ -1135,6 +1135,124 @@ cooling_down = 1 nanodet_m min = 50.55 max = 51.29 avg = 50.97 ``` +### Station P2, Rockchip RK3568 (Cortex-A55 2.0GHz x 4) + +``` +./benchncnn 4 4 0 -1 1 +loop_count = 4 +num_threads = 4 +powersave = 0 +gpu_device = -1 +cooling_down = 1 + squeezenet min = 26.02 max = 27.15 avg = 26.74 + squeezenet_int8 min = 44.69 max = 45.70 avg = 45.24 + mobilenet min = 32.63 max = 33.49 avg = 33.10 + mobilenet_int8 min = 44.23 max = 45.86 avg = 44.99 + mobilenet_v2 min = 31.59 max = 32.02 avg = 31.86 + mobilenet_v3 min = 25.71 max = 26.44 avg = 26.10 + shufflenet min = 22.12 max = 23.17 avg = 22.52 + shufflenet_v2 min = 17.84 max = 18.21 avg = 17.96 + mnasnet min = 28.26 max = 28.70 avg = 28.45 + proxylessnasnet min = 31.96 max = 32.25 avg = 32.13 + efficientnet_b0 min = 53.17 max = 54.48 avg = 53.60 + efficientnetv2_b0 min = 70.08 max = 70.69 avg = 70.30 + regnety_400m min = 40.80 max = 41.79 avg = 41.10 + blazeface min = 10.79 max = 11.57 avg = 11.11 + googlenet min = 83.66 max = 92.22 avg = 86.23 + googlenet_int8 min = 116.44 max = 118.34 avg = 117.08 + resnet18 min = 61.38 max = 62.52 avg = 61.94 + resnet18_int8 min = 95.58 max = 96.93 avg = 96.28 + alexnet min = 69.90 max = 70.59 avg = 70.19 + vgg16 min = 334.24 max = 343.89 avg = 337.24 + vgg16_int8 min = 464.88 max = 474.71 avg = 468.29 + resnet50 min = 141.65 max = 146.23 avg = 143.78 + resnet50_int8 min = 230.36 max = 254.75 avg = 241.24 + squeezenet_ssd min = 98.38 max = 104.60 avg = 100.50 + squeezenet_ssd_int8 min = 134.73 max = 137.88 avg = 136.12 + mobilenet_ssd min = 77.48 max = 79.92 avg = 78.64 + mobilenet_ssd_int8 min = 101.44 max = 102.61 avg = 102.06 + mobilenet_yolo min = 149.12 max = 150.14 avg = 149.76 + mobilenetv2_yolov3 min = 103.71 max = 107.81 avg = 105.69 + yolov4-tiny min = 145.75 max = 149.35 avg = 147.09 + nanodet_m min = 52.91 max = 54.06 avg = 53.53 + +./benchncnn 4 2 0 -1 1 +loop_count = 4 +num_threads = 2 +powersave = 0 +gpu_device = -1 +cooling_down = 1 + squeezenet min = 33.78 max = 34.38 avg = 34.16 + squeezenet_int8 min = 61.66 max = 62.11 avg = 61.85 + mobilenet min = 46.53 max = 46.74 avg = 46.62 + mobilenet_int8 min = 71.06 max = 71.76 avg = 71.38 + mobilenet_v2 min = 39.05 max = 39.38 avg = 39.19 + mobilenet_v3 min = 32.20 max = 32.47 avg = 32.29 + shufflenet min = 27.13 max = 27.40 avg = 27.27 + shufflenet_v2 min = 23.38 max = 23.92 avg = 23.62 + mnasnet min = 35.51 max = 35.73 avg = 35.62 + proxylessnasnet min = 42.98 max = 43.16 avg = 43.06 + efficientnet_b0 min = 75.34 max = 75.79 avg = 75.61 + efficientnetv2_b0 min = 107.34 max = 107.83 avg = 107.60 + regnety_400m min = 47.91 max = 48.20 avg = 48.02 + blazeface min = 16.38 max = 16.63 avg = 16.49 + googlenet min = 124.27 max = 125.24 avg = 124.65 + googlenet_int8 min = 177.78 max = 178.39 avg = 178.06 + resnet18 min = 82.02 max = 82.70 avg = 82.38 + resnet18_int8 min = 148.06 max = 149.03 avg = 148.39 + alexnet min = 105.20 max = 105.91 avg = 105.54 + vgg16 min = 459.65 max = 464.94 avg = 462.02 + vgg16_int8 min = 737.54 max = 750.64 avg = 742.90 + resnet50 min = 204.44 max = 205.20 avg = 204.84 + resnet50_int8 min = 364.47 max = 366.04 avg = 365.53 + squeezenet_ssd min = 124.42 max = 128.01 avg = 125.80 + squeezenet_ssd_int8 min = 179.29 max = 183.83 avg = 181.43 + mobilenet_ssd min = 113.85 max = 115.50 avg = 114.41 + mobilenet_ssd_int8 min = 161.35 max = 162.38 avg = 161.71 + mobilenet_yolo min = 214.95 max = 216.62 avg = 215.72 + mobilenetv2_yolov3 min = 134.23 max = 136.26 avg = 135.07 + yolov4-tiny min = 194.72 max = 195.49 avg = 195.18 + nanodet_m min = 67.67 max = 68.09 avg = 67.90 + +./benchncnn 4 1 0 -1 1 +loop_count = 4 +num_threads = 1 +powersave = 0 +gpu_device = -1 +cooling_down = 1 + squeezenet min = 54.31 max = 55.65 avg = 55.00 + squeezenet_int8 min = 103.96 max = 106.28 avg = 104.92 + mobilenet min = 79.02 max = 79.46 avg = 79.25 + mobilenet_int8 min = 130.06 max = 130.61 avg = 130.36 + mobilenet_v2 min = 60.15 max = 60.66 avg = 60.31 + mobilenet_v3 min = 49.40 max = 49.57 avg = 49.49 + shufflenet min = 39.39 max = 39.78 avg = 39.60 + shufflenet_v2 min = 35.48 max = 35.70 avg = 35.62 + mnasnet min = 55.38 max = 56.10 avg = 55.71 + proxylessnasnet min = 70.29 max = 70.48 avg = 70.35 + efficientnet_b0 min = 128.56 max = 129.96 avg = 129.26 + efficientnetv2_b0 min = 181.00 max = 181.56 avg = 181.24 + regnety_400m min = 67.15 max = 69.62 avg = 67.95 + blazeface min = 26.07 max = 26.58 avg = 26.33 + googlenet min = 219.19 max = 221.32 avg = 220.01 + googlenet_int8 min = 317.62 max = 319.40 avg = 318.37 + resnet18 min = 135.33 max = 136.94 avg = 135.88 + resnet18_int8 min = 264.69 max = 265.51 avg = 265.16 + alexnet min = 190.54 max = 193.50 avg = 191.88 + vgg16 min = 790.99 max = 809.24 avg = 795.85 + vgg16_int8 min = 1354.48 max = 1358.89 avg = 1357.40 + resnet50 min = 358.08 max = 362.96 avg = 360.29 + resnet50_int8 min = 667.92 max = 670.40 avg = 668.78 + squeezenet_ssd min = 193.15 max = 194.02 avg = 193.49 + squeezenet_ssd_int8 min = 291.42 max = 294.70 avg = 293.16 + mobilenet_ssd min = 189.54 max = 190.28 avg = 189.97 + mobilenet_ssd_int8 min = 289.94 max = 290.40 avg = 290.28 + mobilenet_yolo min = 370.37 max = 384.69 avg = 375.11 + mobilenetv2_yolov3 min = 210.93 max = 211.70 avg = 211.40 + yolov4-tiny min = 309.11 max = 310.74 avg = 309.89 + nanodet_m min = 100.42 max = 112.25 avg = 103.66 +``` + ### Rockchip RK3399 (Cortex-A72 1.8GHz x 2 + Cortex-A53 1.5GHz x 4) ``` rk3399_firefly_box:/data/local/tmp/ncnn/benchmark # ./benchncnn 8 2 2