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NNI v2.10 Release
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@Louis-J Louis-J released this 14 Nov 10:58
· 3 commits to v2.10 since this release
v2.10
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Learn about vigilant mode.

Neural Architecture Search

  • Added trial deduplication for evolutionary search.
  • Fixed the racing issue in RL strategy on submitting models.
  • Fixed an issue introduced by the trial recovery feature.
  • Fixed import error of PyTorch Lightning in NAS.

Compression

  • Supported parsing schema by replacing torch._C.parse_schema in pytorch 1.8.0 in ModelSpeedup.
  • Fixed the bug that speedup rand_like_with_shape is easy to overflow when dtype=torch.int8.
  • Fixed the propagation error with view tensors in speedup.

Hyper-parameter optimization

  • Supported rerunning the interrupted trials induced by the termination of an NNI experiment when resuming this experiment.
  • Fixed a dependency issue of Anneal tuner by changing Anneal tuner dependency to optional.
  • Fixed a bug that tuner might lose connection in long experiments.

Training service

  • Fixed a bug that trial code directory cannot have non-English characters.

Web portal

  • Fixed an error of columns in HPO experiment hyper-parameters page by using localStorage.
  • Fixed a link error in About menu on WebUI.

Known issues

  • Modelspeedup does not support non-tensor intermediate variables.
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