diff --git a/benchmark/Benchmark_AX650N.md b/benchmark/Benchmark_AX650N.md new file mode 100644 index 0000000..dc31715 --- /dev/null +++ b/benchmark/Benchmark_AX650N.md @@ -0,0 +1,28 @@ +# Benchmark(AX650N) + +Benchmark 是了解硬件平台网络模型运行速度的最佳途径。以下数据基于 AXera-Pi Pro 测试获取,**仅供社区参考,不代表商业交付最终性能**。 + +| Models | Input Size | Inference Time(ms)@1Core@3.6T | Inference Time(ms)@3Core@10.8T | +| -------------- | ---------- | ----------------------------- | ------------------------------ | +| Inceptionv1 | 224 | 1.166 | 0.543 | +| Inceptionv3 | 299 | 4.370 | 1.712 | +| MobileNetv1 | 224 | 0.567 | 0.283 | +| MobileNetv2 | 224 | 0.595 | 0.296 | +| SqueezeNetv11 | 227 | 0.471 | 0.214 | +| SqueezeNetv10 | 227 | 0.904 | 0.346 | +| ResNet18 | 224 | 1.269 | 0.583 | +| ResNet50 | 224 | 2.867 | 1.355 | +| VGG16 | 224 | 14.135 | 8.141 | +| YOLOv3 | 608 | 43.198 | 15.041 | +| YOLOv5s | 640 | 6.658 | 2.885 | +| YOLOv6s | 640 | 13.139 | 4.582 | +| YOLOv7-Tiny | 640 | 5.938 | 2.771 | +| YOLOv8s | 640 | 10.881 | 3.908 | +| YOLOX_s | 640 | 9.668 | 3.595 | +| YOLO-Nas_s | 640 | 12.061 | 4.270 | +| PPYOLOE+_s | 640 | 11.439 | 5.495 | +| Deit_t | 224 | 1.723 | 0.780 | +| Swin_t | 224 | 6.483 | 2.888 | +| ViT_b | 224 | 17.369 | 6.120 | +| EfficientViT_b | 224 | 1.900 | | +