Download Latest Version Release 3.0 - 21_8_2023 source code.zip (34.2 MB)
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Home / v2.10
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NNI v2.10 Release.tar.gz 2022-11-14 36.2 MB
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NNI v2.10 Release.zip 2022-11-14 37.5 MB
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README.md 2022-11-14 1.2 kB
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Totals: 3 Items   73.7 MB 0
  • 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.
Source: README.md, updated 2022-11-14