microsoft / nn-Meter

A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.

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Milestone I

JiahangXu opened this issue · comments

  • Refine documentation
  • Check all copyright header
  • Add cache in the integration test
  • Check the bug that TorchConverter can not based on NNI
  • Check the bug that OnnxBasedTorchConverter differs in different torchvision version
  • benchmark dataset open-source
  • Check the incorrect kernel detection in NNIBasedTorchConverter (Jianyu)
  • Pack a pip package for pip install
  • Support nn-meter in nni
    • Hardware-aware NAS
    • SPOS
    • Proxyless NAS