diff --git a/benchmark/README.md b/benchmark/README.md index 79f722ca3..c02c36d0b 100644 --- a/benchmark/README.md +++ b/benchmark/README.md @@ -1102,37 +1102,43 @@ num_threads = 4 powersave = 0 gpu_device = -1 cooling_down = 1 - squeezenet min = 30.41 max = 31.60 avg = 30.77 - squeezenet_int8 min = 22.90 max = 23.25 avg = 23.05 - mobilenet min = 41.15 max = 43.74 avg = 42.54 - mobilenet_int8 min = 21.51 max = 21.73 avg = 21.59 - mobilenet_v2 min = 38.40 max = 48.42 avg = 39.99 - mobilenet_v3 min = 28.59 max = 28.92 avg = 28.75 - shufflenet min = 21.45 max = 22.02 avg = 21.80 - shufflenet_v2 min = 17.89 max = 18.75 avg = 18.41 - mnasnet min = 32.63 max = 32.99 avg = 32.86 - proxylessnasnet min = 34.64 max = 35.23 avg = 34.95 - efficientnet_b0 min = 54.21 max = 55.11 avg = 54.53 - efficientnetv2_b0 min = 60.40 max = 67.12 avg = 61.59 - regnety_400m min = 44.48 max = 45.19 avg = 44.73 - blazeface min = 6.30 max = 6.60 avg = 6.42 - googlenet min = 82.00 max = 83.10 avg = 82.61 - googlenet_int8 min = 62.26 max = 62.93 avg = 62.58 - resnet18 min = 76.44 max = 77.69 avg = 76.99 - resnet18_int8 min = 47.11 max = 60.65 avg = 49.32 - alexnet min = 69.62 max = 71.72 avg = 70.07 - vgg16 min = 404.06 max = 420.23 avg = 409.68 - vgg16_int8 min = 255.44 max = 279.67 avg = 259.34 - resnet50 min = 181.19 max = 189.97 avg = 182.90 - resnet50_int8 min = 123.59 max = 124.25 avg = 123.87 - squeezenet_ssd min = 89.93 max = 100.39 avg = 91.84 - squeezenet_ssd_int8 min = 64.18 max = 70.68 avg = 65.32 - mobilenet_ssd min = 89.30 max = 97.50 avg = 90.63 - mobilenet_ssd_int8 min = 45.81 max = 46.21 avg = 45.97 - mobilenet_yolo min = 195.86 max = 203.00 avg = 198.64 - mobilenetv2_yolov3 min = 125.46 max = 132.40 avg = 127.01 - yolov4-tiny min = 150.44 max = 154.86 avg = 151.87 - nanodet_m min = 50.55 max = 51.29 avg = 50.97 + squeezenet min = 29.58 max = 30.03 avg = 29.80 + squeezenet_int8 min = 23.84 max = 24.06 avg = 23.98 + mobilenet min = 41.79 max = 42.97 avg = 42.38 + mobilenet_int8 min = 20.87 max = 21.08 avg = 20.96 + mobilenet_v2 min = 38.08 max = 40.18 avg = 38.68 + mobilenet_v3 min = 28.25 max = 28.93 avg = 28.61 + shufflenet min = 21.43 max = 21.97 avg = 21.80 + shufflenet_v2 min = 18.05 max = 18.50 avg = 18.29 + mnasnet min = 33.17 max = 36.31 avg = 33.71 + proxylessnasnet min = 35.14 max = 36.26 avg = 35.43 + efficientnet_b0 min = 54.37 max = 55.14 avg = 54.68 + efficientnetv2_b0 min = 60.19 max = 61.31 avg = 60.72 + regnety_400m min = 44.23 max = 45.58 avg = 44.55 + blazeface min = 6.25 max = 6.41 avg = 6.34 + googlenet min = 80.06 max = 81.35 avg = 80.71 + googlenet_int8 min = 62.14 max = 63.17 avg = 62.56 + resnet18 min = 76.07 max = 77.96 avg = 76.69 + resnet18_int8 min = 47.49 max = 48.82 avg = 47.97 + alexnet min = 67.96 max = 69.36 avg = 68.54 + vgg16 min = 409.22 max = 428.95 avg = 415.21 + vgg16_int8 min = 261.93 max = 268.01 avg = 263.84 + resnet50 min = 187.20 max = 190.96 avg = 188.85 + resnet50_int8 min = 122.45 max = 129.28 avg = 124.39 + squeezenet_ssd min = 84.70 max = 86.36 avg = 85.47 + squeezenet_ssd_int8 min = 63.30 max = 65.30 avg = 63.75 + mobilenet_ssd min = 87.79 max = 89.27 avg = 88.64 + mobilenet_ssd_int8 min = 45.61 max = 45.88 avg = 45.70 + mobilenet_yolo min = 191.45 max = 199.32 avg = 193.56 + mobilenetv2_yolov3 min = 122.49 max = 126.64 avg = 124.34 + yolov4-tiny min = 144.92 max = 153.81 avg = 146.79 + nanodet_m min = 50.20 max = 57.32 avg = 51.66 + yolox-nano min = 77.93 max = 81.16 avg = 78.94 + yolox-nano_int8 min = 70.78 max = 76.06 avg = 72.04 + yolox-tiny min = 199.43 max = 202.16 avg = 200.72 + yolox-tiny_int8 min = 142.00 max = 143.77 avg = 143.04 + yolox_s min = 666.32 max = 679.94 avg = 671.99 + yolox-s_int8 min = 458.40 max = 462.57 avg = 460.08 ``` ### Station P2, Rockchip RK3568 (Cortex-A55 2.0GHz x 4)