From 28078b7ad6ad2a43c94b89e49d404d055e5d3796 Mon Sep 17 00:00:00 2001 From: wonderfullook <38576701+wonderfullook@users.noreply.github.com> Date: Fri, 12 Jan 2024 15:30:59 +0800 Subject: [PATCH] add orangepi zero2 ncnn benchmark (#5277) --- benchmark/README.md | 45 ++++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 44 insertions(+), 1 deletion(-) diff --git a/benchmark/README.md b/benchmark/README.md index cb83fab47bd..6d45b90adf4 100644 --- a/benchmark/README.md +++ b/benchmark/README.md @@ -2845,7 +2845,50 @@ cooling_down = 0 yolo-fastestv2 min = 24.94 max = 25.07 avg = 25.01 ``` - +### OrangePi Zero 2, Allwinner H616 (Cortex-A53 1.5GHz x 4) +``` +orangepi@zero2:~/ncnn/benchmark$ ./benchncnn 10 4 0 -1 1 +loop_count = 10 +num_threads = 4 +powersave = 0 +gpu_device = -1 +cooling_down = 1 + squeezenet min = 76.25 max = 90.20 avg = 78.99 + squeezenet_int8 min = 59.92 max = 60.44 avg = 60.10 + mobilenet min = 106.91 max = 132.22 avg = 109.99 + mobilenet_int8 min = 57.96 max = 59.06 avg = 58.19 + mobilenet_v2 min = 97.93 max = 124.48 avg = 100.91 + mobilenet_v3 min = 82.27 max = 83.93 avg = 83.00 + shufflenet min = 55.27 max = 82.06 avg = 58.40 + shufflenet_v2 min = 44.94 max = 71.99 avg = 48.10 + mnasnet min = 90.66 max = 91.41 avg = 90.92 + proxylessnasnet min = 91.55 max = 118.74 avg = 94.71 + efficientnet_b0 min = 127.95 max = 155.13 avg = 131.25 + efficientnetv2_b0 min = 145.96 max = 173.67 avg = 149.36 + regnety_400m min = 102.83 max = 103.52 avg = 103.08 + blazeface min = 14.46 max = 14.95 avg = 14.77 + googlenet min = 217.71 max = 244.16 avg = 221.38 + googlenet_int8 min = 163.04 max = 187.69 avg = 166.20 + resnet18 min = 251.45 max = 277.52 avg = 255.00 + resnet18_int8 min = 136.54 max = 161.95 avg = 141.60 + alexnet min = 212.07 max = 233.27 avg = 215.34 + vgg16 min = 1206.92 max = 1981.79 avg = 1673.28 + vgg16_int8 min = 622.93 max = 702.12 avg = 661.83 + resnet50 min = 555.84 max = 643.69 avg = 576.17 + resnet50_int8 min = 348.11 max = 374.25 avg = 354.17 + squeezenet_ssd min = 224.68 max = 251.32 avg = 230.59 + squeezenet_ssd_int8 min = 154.87 max = 182.66 avg = 159.08 + mobilenet_ssd min = 238.49 max = 426.65 avg = 263.18 + mobilenet_ssd_int8 min = 118.36 max = 138.39 avg = 120.78 + mobilenet_yolo min = 500.28 max = 615.83 avg = 553.59 + mobilenetv2_yolov3 min = 340.27 max = 369.13 avg = 347.17 + yolov4-tiny min = 365.04 max = 408.48 avg = 383.93 + nanodet_m min = 112.88 max = 141.85 avg = 116.13 + yolo-fastest-1.1 min = 72.05 max = 73.46 avg = 72.68 + yolo-fastestv2 min = 54.94 max = 55.35 avg = 55.15 + vision_transformer min = 6842.19 max = 9125.07 avg = 7343.64 + FastestDet min = 59.09 max = 59.87 avg = 59.35 +``` ### OrangePi4 LTS, Rockchip RK3399 (Cortex-A72 1.8GHz x 2 + Cortex-A53 1.5GHz x 4) Test Ubuntu 22.04 Gnome Desktop