diff --git a/benchmark/README.md b/benchmark/README.md index 9bfe7ae5c..1927acf81 100644 --- a/benchmark/README.md +++ b/benchmark/README.md @@ -8790,3 +8790,73 @@ cooling_down = 0 vision_transformer min = 153.75 max = 198.81 avg = 165.58 FastestDet min = 3.01 max = 5.01 avg = 3.29 ``` + +### AXERA AX630C (Cortex-A53 1.2GHz * 2) + +``` +# ~/ncnn/build-aarch64-linux-gnu/benchmark # ./benchncnn 4 1 0 -1 0 +loop_count = 4 +num_threads = 1 +powersave = 0 +gpu_device = -1 +cooling_down = 0 + squeezenet min = 129.78 max = 130.30 avg = 130.09 + squeezenet_int8 min = 123.08 max = 123.48 avg = 123.22 + mobilenet min = 211.46 max = 221.68 avg = 214.14 + mobilenet_int8 min = 196.00 max = 212.73 avg = 200.23 + mobilenet_v2 min = 149.15 max = 149.21 avg = 149.17 + mobilenet_v3 min = 124.70 max = 125.54 avg = 125.08 + shufflenet min = 80.75 max = 80.88 avg = 80.81 + shufflenet_v2 min = 74.30 max = 74.50 avg = 74.37 + mnasnet min = 148.87 max = 165.85 avg = 153.26 + proxylessnasnet min = 203.05 max = 213.50 avg = 205.82 + efficientnet_b0 min = 270.39 max = 280.59 avg = 273.13 + efficientnetv2_b0 min = 302.93 max = 318.07 avg = 307.30 + regnety_400m min = 187.47 max = 187.90 avg = 187.60 + blazeface min = 22.64 max = 22.78 avg = 22.72 + googlenet min = 487.36 max = 503.50 avg = 493.93 + googlenet_int8 min = 418.16 max = 434.44 avg = 426.09 + resnet18_int8 min = 290.39 max = 301.90 avg = 293.70 + resnet50_int8 min = 888.81 max = 898.34 avg = 895.92 + squeezenet_ssd min = 320.78 max = 330.33 avg = 323.54 + squeezenet_ssd_int8 min = 281.52 max = 299.11 avg = 286.89 + mobilenet_ssd min = 435.79 max = 452.66 avg = 444.19 + mobilenet_ssd_int8 min = 394.38 max = 411.09 avg = 398.65 + mobilenet_yolo min = 955.48 max = 972.38 avg = 967.52 + mobilenetv2_yolov3 min = 519.47 max = 536.58 avg = 524.25 + yolo-fastestv2 min = 73.94 max = 74.15 avg = 74.05 + FastestDet min = 81.89 max = 82.07 avg = 81.98 + +# ~/ncnn/build-aarch64-linux-gnu/benchmark # ./benchncnn 4 2 0 -1 0 +loop_count = 4 +num_threads = 2 +powersave = 0 +gpu_device = -1 +cooling_down = 0 + squeezenet min = 75.14 max = 88.89 avg = 79.06 + squeezenet_int8 min = 70.11 max = 85.48 avg = 74.32 + mobilenet min = 112.72 max = 124.85 avg = 115.87 + mobilenet_int8 min = 100.35 max = 100.58 avg = 100.49 + mobilenet_v2 min = 85.92 max = 86.20 avg = 86.03 + mobilenet_v3 min = 73.94 max = 74.34 avg = 74.20 + shufflenet min = 53.99 max = 66.11 avg = 57.63 + shufflenet_v2 min = 47.47 max = 47.72 avg = 47.59 + mnasnet min = 85.96 max = 86.27 avg = 86.13 + proxylessnasnet min = 111.15 max = 121.84 avg = 113.92 + efficientnet_b0 min = 149.72 max = 150.00 avg = 149.85 + efficientnetv2_b0 min = 168.84 max = 170.57 avg = 169.35 + regnety_400m min = 120.42 max = 135.50 avg = 124.26 + blazeface min = 14.27 max = 14.48 avg = 14.39 + googlenet min = 263.82 max = 274.74 avg = 266.84 + googlenet_int8 min = 226.91 max = 227.36 avg = 227.23 + resnet18_int8 min = 157.66 max = 168.11 avg = 160.57 + resnet50_int8 min = 469.84 max = 484.00 avg = 476.59 + squeezenet_ssd min = 190.23 max = 204.41 avg = 193.99 + squeezenet_ssd_int8 min = 162.73 max = 174.30 avg = 165.79 + mobilenet_ssd min = 236.26 max = 251.16 avg = 240.34 + mobilenet_ssd_int8 min = 203.22 max = 212.01 avg = 206.00 + mobilenet_yolo min = 522.45 max = 537.99 avg = 529.95 + mobilenetv2_yolov3 min = 300.33 max = 316.59 avg = 304.89 + yolo-fastestv2 min = 50.27 max = 50.62 avg = 50.43 + FastestDet min = 53.34 max = 53.64 avg = 53.51 +```