diff --git a/benchmark/README.md b/benchmark/README.md index 74a429fad8b..569490f5447 100644 --- a/benchmark/README.md +++ b/benchmark/README.md @@ -3266,6 +3266,92 @@ cooling_down = 0 ``` +### OrangePicm4, Rockchip Rk3566 (Cortex-A55 1.8GHz x 4) +``` +orangepi@orangepicm4:~/code/ncnn-test$ ./benchncnn 10 4 0 -1 1 +loop_count = 10 +num_threads = 4 +powersave = 0 +gpu_device = -1 +cooling_down = 1 + squeezenet min = 23.91 max = 91.49 avg = 31.03 + squeezenet_int8 min = 24.44 max = 25.39 avg = 24.75 + mobilenet min = 30.67 max = 31.75 avg = 30.98 + mobilenet_int8 min = 27.87 max = 28.48 avg = 28.05 + mobilenet_v2 min = 31.82 max = 32.56 avg = 32.07 + mobilenet_v3 min = 24.63 max = 24.91 avg = 24.81 + shufflenet min = 19.77 max = 20.19 avg = 20.01 + shufflenet_v2 min = 16.67 max = 40.81 avg = 28.79 + mnasnet min = 27.48 max = 28.36 avg = 27.75 + proxylessnasnet min = 33.04 max = 37.30 avg = 33.70 + efficientnet_b0 min = 39.21 max = 175.34 avg = 53.26 + efficientnetv2_b0 min = 48.94 max = 78.68 avg = 52.44 + regnety_400m min = 39.81 max = 40.15 avg = 39.96 + blazeface min = 6.22 max = 6.36 avg = 6.30 + googlenet min = 75.48 max = 120.58 avg = 82.05 + googlenet_int8 min = 74.42 max = 78.70 avg = 75.29 + resnet18 min = 58.21 max = 99.04 avg = 66.07 + resnet18_int8 min = 54.18 max = 79.91 avg = 57.31 + alexnet min = 49.18 max = 161.71 avg = 63.03 + vgg16 min = 323.82 max = 452.63 avg = 360.92 + vgg16_int8 min = 379.18 max = 527.82 avg = 432.99 + resnet50 min = 135.84 max = 200.71 avg = 142.54 + resnet50_int8 min = 126.06 max = 169.65 avg = 136.29 + squeezenet_ssd min = 77.62 max = 137.89 avg = 86.87 + squeezenet_ssd_int8 min = 74.17 max = 76.22 avg = 74.91 + mobilenet_ssd min = 68.60 max = 132.81 avg = 75.30 + mobilenet_ssd_int8 min = 58.01 max = 59.24 avg = 58.81 + mobilenet_yolo min = 151.61 max = 247.03 avg = 168.31 + mobilenetv2_yolov3 min = 106.00 max = 163.45 avg = 111.92 + yolov4-tiny min = 132.99 max = 193.53 avg = 139.88 + nanodet_m min = 51.43 max = 87.10 avg = 58.17 + yolo-fastest-1.1 min = 26.10 max = 66.68 avg = 30.33 + yolo-fastestv2 min = 21.87 max = 69.79 avg = 35.55 + vision_transformer min = 2301.36 max = 2513.89 avg = 2426.14 + FastestDet min = 21.33 max = 21.59 avg = 21.47 +orangepi@orangepicm4:~/code/ncnn-test$ ./benchncnn 10 1 0 -1 1 +loop_count = 10 +num_threads = 1 +powersave = 0 +gpu_device = -1 +cooling_down = 1 + squeezenet min = 47.26 max = 48.21 avg = 47.68 + squeezenet_int8 min = 50.80 max = 54.79 avg = 51.64 + mobilenet min = 68.18 max = 71.72 avg = 68.78 + mobilenet_int8 min = 58.34 max = 58.73 avg = 58.56 + mobilenet_v2 min = 56.56 max = 57.38 avg = 57.04 + mobilenet_v3 min = 45.52 max = 53.46 avg = 47.98 + shufflenet min = 34.88 max = 75.06 avg = 46.15 + shufflenet_v2 min = 33.43 max = 49.65 avg = 36.86 + mnasnet min = 53.87 max = 54.08 avg = 53.98 + proxylessnasnet min = 70.99 max = 71.40 avg = 71.14 + efficientnet_b0 min = 83.79 max = 89.78 avg = 84.96 + efficientnetv2_b0 min = 103.89 max = 117.47 avg = 105.81 + regnety_400m min = 63.68 max = 81.25 avg = 66.66 + blazeface min = 12.18 max = 39.24 avg = 21.79 + googlenet min = 179.41 max = 202.18 avg = 185.39 + googlenet_int8 min = 187.88 max = 198.49 avg = 191.01 + resnet18 min = 132.67 max = 148.94 avg = 136.09 + resnet18_int8 min = 150.37 max = 158.14 avg = 153.17 + alexnet min = 115.00 max = 120.17 avg = 116.26 + vgg16 min = 809.99 max = 851.07 avg = 827.73 + vgg16_int8 min = 1149.74 max = 1161.37 avg = 1154.22 + resnet50 min = 327.19 max = 350.42 avg = 332.12 + resnet50_int8 min = 325.08 max = 332.46 avg = 327.17 + squeezenet_ssd min = 150.33 max = 163.00 avg = 153.12 + squeezenet_ssd_int8 min = 152.21 max = 157.94 avg = 155.36 + mobilenet_ssd min = 149.30 max = 150.23 avg = 149.72 + mobilenet_ssd_int8 min = 121.93 max = 127.07 avg = 123.03 + mobilenet_yolo min = 330.91 max = 345.64 avg = 336.21 + mobilenetv2_yolov3 min = 193.25 max = 214.92 avg = 198.82 + yolov4-tiny min = 284.38 max = 332.54 avg = 293.43 + nanodet_m min = 90.69 max = 100.74 avg = 92.56 + yolo-fastest-1.1 min = 38.93 max = 51.96 avg = 42.11 + yolo-fastestv2 min = 35.74 max = 48.11 avg = 38.63 + vision_transformer min = 7280.18 max = 7301.27 avg = 7292.38 + FastestDet min = 36.54 max = 42.31 avg = 38.41 +``` + ### OrangePi5, Rockchip RK3588s (Quad Core A76 2.4GHz + Quad Core A55 1.8GHz) ``` orangepi@orangepi5:~/ncnn-master/benchmark$ ./benchncnn 10 8 0 -1 0