diff --git a/benchmark/README.md b/benchmark/README.md index 00f94e345..38b5fcf98 100644 --- a/benchmark/README.md +++ b/benchmark/README.md @@ -4097,3 +4097,83 @@ cooling_down = 1 yolo-fastest-1.1 min = 340.63 max = 360.95 avg = 349.15 yolo-fastestv2 min = 255.47 max = 281.79 avg = 268.82 ``` + +### AXERA AX620A (Cortex-A7 1.0GHz * 4) +``` +/root/axera # ./benchncnn 4 1 0 -1 0 +loop_count = 4 +num_threads = 1 +powersave = 0 +gpu_device = 0 +cooling_down = 0 + squeezenet min = 530.57 max = 533.11 avg = 532.22 + squeezenet_int8 min = 359.74 max = 360.02 avg = 359.86 + mobilenet min = 920.12 max = 921.04 avg = 920.52 + mobilenet_int8 min = 532.60 max = 533.08 avg = 532.81 + mobilenet_v2 min = 608.81 max = 609.49 avg = 609.18 + mobilenet_v3 min = 531.43 max = 532.34 avg = 531.90 + shufflenet min = 297.91 max = 300.08 avg = 299.06 + shufflenet_v2 min = 288.44 max = 289.30 avg = 288.79 + mnasnet min = 590.29 max = 590.99 avg = 590.63 + proxylessnasnet min = 678.22 max = 679.22 avg = 678.63 + efficientnet_b0 min = 1041.41 max = 1043.79 avg = 1042.61 + efficientnetv2_b0 min = 1222.41 max = 1223.63 avg = 1222.91 + regnety_400m min = 723.83 max = 725.37 avg = 724.64 + blazeface min = 86.77 max = 87.21 avg = 86.92 + googlenet min = 1740.32 max = 1741.44 avg = 1740.81 + googlenet_int8 min = 1167.95 max = 1169.18 avg = 1168.54 + resnet18 min = 1584.41 max = 1585.36 avg = 1584.97 + resnet18_int8 min = 915.78 max = 918.77 avg = 917.16 + alexnet min = 1811.30 max = 1812.86 avg = 1812.07 + resnet50 min = 4516.48 max = 4523.48 avg = 4519.03 + resnet50_int8 min = 2573.18 max = 2574.29 avg = 2573.69 + squeezenet_ssd min = 1191.79 max = 1193.71 avg = 1193.02 + squeezenet_ssd_int8 min = 862.36 max = 863.69 avg = 862.83 + mobilenet_ssd min = 1950.48 max = 1950.98 avg = 1950.65 + mobilenet_ssd_int8 min = 1081.70 max = 1082.64 avg = 1082.20 + mobilenet_yolo min = 4629.22 max = 4630.23 avg = 4629.69 + mobilenetv2_yolov3 min = 2233.05 max = 2234.14 avg = 2233.42 + yolov4-tiny min = 2942.58 max = 2946.55 avg = 2944.81 + nanodet_m min = 692.19 max = 693.36 avg = 692.79 + yolo-fastest-1.1 min = 333.62 max = 334.43 avg = 334.00 + yolo-fastestv2 min = 256.41 max = 257.32 avg = 256.83 + + +/root/axera # ./benchncnn 4 4 0 -1 0 +loop_count = 4 +num_threads = 4 +powersave = 0 +gpu_device = -1 +cooling_down = 0 + squeezenet min = 150.38 max = 179.83 avg = 157.90 + squeezenet_int8 min = 106.97 max = 107.43 avg = 107.22 + mobilenet min = 248.92 max = 273.98 avg = 255.72 + mobilenet_int8 min = 139.49 max = 139.65 avg = 139.60 + mobilenet_v2 min = 174.67 max = 204.35 avg = 182.30 + mobilenet_v3 min = 152.17 max = 152.54 avg = 152.30 + shufflenet min = 98.74 max = 125.99 avg = 105.74 + shufflenet_v2 min = 103.44 max = 103.88 avg = 103.65 + mnasnet min = 167.63 max = 197.54 avg = 175.28 + proxylessnasnet min = 186.02 max = 186.32 avg = 186.15 + efficientnet_b0 min = 284.35 max = 318.17 avg = 292.90 + efficientnetv2_b0 min = 329.56 max = 359.71 avg = 337.22 + regnety_400m min = 246.91 max = 277.08 avg = 254.71 + blazeface min = 30.95 max = 31.31 avg = 31.16 + googlenet min = 474.87 max = 504.38 avg = 489.43 + googlenet_int8 min = 322.06 max = 331.97 avg = 324.57 + resnet18 min = 440.03 max = 475.28 avg = 456.70 + resnet18_int8 min = 252.01 max = 280.64 avg = 259.22 + alexnet min = 453.16 max = 478.80 avg = 465.88 + resnet50 min = 1214.70 max = 1252.42 avg = 1229.22 + resnet50_int8 min = 684.53 max = 715.65 avg = 706.14 + squeezenet_ssd min = 358.84 max = 393.45 avg = 367.77 + squeezenet_ssd_int8 min = 281.56 max = 312.86 avg = 289.85 + mobilenet_ssd min = 519.11 max = 559.14 avg = 538.41 + mobilenet_ssd_int8 min = 284.58 max = 310.02 avg = 291.02 + mobilenet_yolo min = 1238.87 max = 1284.74 avg = 1260.51 + mobilenetv2_yolov3 min = 624.42 max = 665.81 avg = 642.15 + yolov4-tiny min = 826.46 max = 852.97 avg = 844.88 + nanodet_m min = 246.76 max = 279.09 avg = 255.04 + yolo-fastest-1.1 min = 116.12 max = 116.95 avg = 116.50 + yolo-fastestv2 min = 91.08 max = 102.93 avg = 94.41 +```