From 01b163654d277c009ddf164e1e5d92bbc31b3482 Mon Sep 17 00:00:00 2001 From: hwdef Date: Sat, 15 Oct 2022 13:38:55 +0800 Subject: [PATCH] add benchmark for rk3588 on rock5b --- benchmark/README.md | 91 ++++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 90 insertions(+), 1 deletion(-) diff --git a/benchmark/README.md b/benchmark/README.md index c534dabad24..3df0715e659 100644 --- a/benchmark/README.md +++ b/benchmark/README.md @@ -4236,7 +4236,7 @@ cooling_down = 0 yolo-fastestv2 min = 91.08 max = 102.93 avg = 94.41 ``` -### ### AMD Ryzen 5700g (Zen3 3.8 GHz ~ 4.6 GHz x 8) +### AMD Ryzen 5700g (Zen3 3.8 GHz ~ 4.6 GHz x 8) test in wsl2 with ubuntu 20.04 ``` $ ./benchncnn 10 1 0 -1 0 @@ -4404,3 +4404,92 @@ cooling_down = 1 alexnet min = 403.68 max = 404.60 avg = 404.23 vgg16 min = 2731.55 max = 2746.48 avg = 2738.82 ``` + +### Rockchip RK3588 (Quad Core A76 2.4GHz + Quad Core A55 1.8GHz) +test in ROCK5 MODEL B + +``` +rock@rock-5b:~/ncnn/build/benchmark$ ./benchncnn 10 1 0 -1 0 +loop_count = 10 +num_threads = 1 +powersave = 0 +gpu_device = -1 +cooling_down = 0 + squeezenet min = 15.22 max = 16.03 avg = 15.70 + squeezenet_int8 min = 16.77 max = 16.96 avg = 16.86 + mobilenet min = 23.07 max = 23.58 avg = 23.36 + mobilenet_int8 min = 18.58 max = 18.90 avg = 18.72 + mobilenet_v2 min = 18.74 max = 19.10 avg = 18.96 + mobilenet_v3 min = 14.40 max = 14.65 avg = 14.50 + shufflenet min = 9.74 max = 9.88 avg = 9.84 + shufflenet_v2 min = 9.44 max = 9.55 avg = 9.50 + mnasnet min = 14.73 max = 15.03 avg = 14.87 + proxylessnasnet min = 18.37 max = 18.59 avg = 18.46 + efficientnet_b0 min = 29.11 max = 30.18 avg = 29.63 + efficientnetv2_b0 min = 46.40 max = 46.95 avg = 46.76 + regnety_400m min = 19.18 max = 19.39 avg = 19.28 + blazeface min = 5.16 max = 5.23 avg = 5.20 + googlenet min = 64.64 max = 65.33 avg = 65.00 + googlenet_int8 min = 61.86 max = 63.41 avg = 62.42 + resnet18 min = 42.00 max = 43.34 avg = 42.48 + resnet18_int8 min = 67.22 max = 67.80 avg = 67.45 + alexnet min = 57.65 max = 58.21 avg = 58.01 + vgg16 min = 192.35 max = 193.36 avg = 192.84 + vgg16_int8 min = 570.86 max = 578.81 avg = 574.50 + resnet50 min = 107.86 max = 109.52 avg = 108.70 + resnet50_int8 min = 134.41 max = 135.86 avg = 135.18 + squeezenet_ssd min = 40.85 max = 41.24 avg = 41.02 + squeezenet_ssd_int8 min = 52.23 max = 53.70 avg = 52.54 + mobilenet_ssd min = 45.11 max = 45.50 avg = 45.32 + mobilenet_ssd_int8 min = 36.53 max = 36.63 avg = 36.59 + mobilenet_yolo min = 95.18 max = 96.79 avg = 95.90 + mobilenetv2_yolov3 min = 65.50 max = 65.88 avg = 65.72 + yolov4-tiny min = 86.13 max = 88.84 avg = 87.29 + nanodet_m min = 22.57 max = 22.87 avg = 22.74 + yolo-fastest-1.1 min = 9.23 max = 9.35 avg = 9.29 + yolo-fastestv2 min = 8.62 max = 8.83 avg = 8.73 + vision_transformer min = 3077.54 max = 3396.13 avg = 3339.58 + FastestDet min = 9.11 max = 9.30 avg = 9.20 + +rock@rock-5b:~/ncnn/build/benchmark$ ./benchncnn 10 8 0 -1 0 +loop_count = 10 +num_threads = 8 +powersave = 0 +gpu_device = -1 +cooling_down = 0 + squeezenet min = 10.02 max = 11.01 avg = 10.43 + squeezenet_int8 min = 11.78 max = 13.77 avg = 12.55 + mobilenet min = 12.75 max = 13.58 avg = 13.12 + mobilenet_int8 min = 12.23 max = 14.29 avg = 13.54 + mobilenet_v2 min = 12.76 max = 14.27 avg = 13.40 + mobilenet_v3 min = 9.51 max = 9.81 avg = 9.71 + shufflenet min = 7.06 max = 7.23 avg = 7.13 + shufflenet_v2 min = 6.21 max = 7.32 avg = 6.38 + mnasnet min = 9.32 max = 12.49 avg = 10.75 + proxylessnasnet min = 13.79 max = 15.51 avg = 14.70 + efficientnet_b0 min = 16.59 max = 17.99 avg = 17.08 + efficientnetv2_b0 min = 28.26 max = 32.26 avg = 30.52 + regnety_400m min = 13.43 max = 15.00 avg = 13.72 + blazeface min = 3.87 max = 7.38 avg = 5.65 + googlenet min = 29.18 max = 44.00 avg = 36.31 + googlenet_int8 min = 31.14 max = 37.48 avg = 34.58 + resnet18 min = 21.47 max = 24.40 avg = 22.35 + resnet18_int8 min = 26.68 max = 29.89 avg = 28.45 + alexnet min = 29.35 max = 38.09 avg = 31.65 + vgg16 min = 112.37 max = 122.94 avg = 117.05 + vgg16_int8 min = 161.08 max = 215.29 avg = 176.89 + resnet50 min = 54.54 max = 57.50 avg = 55.71 + resnet50_int8 min = 54.76 max = 65.05 avg = 60.59 + squeezenet_ssd min = 26.21 max = 35.05 avg = 30.76 + squeezenet_ssd_int8 min = 33.34 max = 40.88 avg = 36.19 + mobilenet_ssd min = 26.71 max = 28.85 avg = 27.88 + mobilenet_ssd_int8 min = 22.03 max = 25.31 avg = 24.21 + mobilenet_yolo min = 60.51 max = 74.65 avg = 65.45 + mobilenetv2_yolov3 min = 37.27 max = 44.13 avg = 41.20 + yolov4-tiny min = 49.84 max = 58.12 avg = 53.93 + nanodet_m min = 16.54 max = 22.41 avg = 20.60 + yolo-fastest-1.1 min = 8.49 max = 13.50 avg = 9.91 + yolo-fastestv2 min = 6.28 max = 11.22 avg = 8.00 + vision_transformer min = 968.62 max = 1063.47 avg = 1019.12 + FastestDet min = 6.14 max = 11.92 avg = 7.85 +``` \ No newline at end of file