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nn-Meter v2.0 Release

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@JiahangXu JiahangXu released this 27 Jun 09:18

Major Updates

Building tools is coming! Provide nn-Meter building tools for users to build latency predictor for their own devices (#43, #59, #66)

  • Provide a unified interface to connect with TFLite and OpenVINO platforms, and support users to connect their own devices
  • Support operator fusion rules detection on target backend, and support users to design new test cases.
  • Provide tools to build kernel latency predictor for several built-in kernels or user-customized kernels.
  • Support both Tensorflow and PyTorch implementation of fusion rule test cases and kernels.
  • Provide examples for using nn-Meter building tools.

Minor Updates & Bug Fixes

  • Add quick start tutorials for users to get started (#58)
  • Provide support to torch v1.10, tensorflow v2.7, and nni v2.7 (#43)
  • Fix bugs in torch converter and kernel detector (#47, #49)
  • Fix bugs in shape parsing of global avgpool and se operator in onnx converter (#60)