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Benchmark_AX620Q.md

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Benchmark(AX620Q)

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)@2.4T
Inceptionv1 224 2.410
Inceptionv3 299 9.517
MobileNetv1 224 1.202
MobileNetv2 224 1.225
SqueezeNetv11 227 0.961
ResNet18 224 3.434
ResNet50 224 7.573
YOLOv5s 640 16.060
YOLOv6s 640 17.352
YOLOv7-Tiny 640 15.578
YOLOv8s 640 21.946
YOLOX_s 640 19.579
PPYOLOE+_s 640 19.044
Deit_t 224 4.502
Swin_t 224 19.331