Skip to content

Latest commit

 

History

History
31 lines (27 loc) · 1.57 KB

Benchmark_AX630C.md

File metadata and controls

31 lines (27 loc) · 1.57 KB

Benchmark(AX630C)

Benchmark 是了解硬件平台网络模型运行速度的最佳途径。仅供社区参考,不代表商业交付最终性能

工具链版本

  • Pulsar2 2.5

数据记录

Models Input Size Inference Time(ms)@3.2T
Inceptionv1 224 1.795
Inceptionv3 299 7.065
MobileNetv1 224 0.901
MobileNetv2 224 0.923
SqueezeNetv11 227 0.824
SqueezeNetv10 227 1.097
ResNet18 224 2.540
ResNet50 224 5.616
VGG16 224 32.404
YOLOv3 608 65.117
YOLOv5s 640 12.707
YOLOv6s 640 13.708
YOLOv7-Tiny 640 12.508
YOLOv8s 640 16.912
YOLO11s 640 15.933
YOLOX_s 640 15.425
PPYOLOE+_s 640 14.885
Deit_t 224 3.350
Swin_t 224 14.459
ViT_b 224 26.711