ReleaseBaidu (ERNIE)Baidu (ERNIE)published Dec 15, 2022seen 5d

PaddlePaddle/InterpretDL v0.8.0

PaddlePaddle/InterpretDL

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PaddlePaddle/InterpretDL v0.8.0
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published Dec 15, 2022seen 5dcaptured 9hhttp 200method plain

InterpretDL v0.8.0 Release

Repository: PaddlePaddle/InterpretDL

Tag: v0.8.0

Published: 2022-12-15T13:27:38Z

Prerelease: no

Release notes: We release the version 0.8.0 of InterpretDL, with new features as follows:

  • Add new trustworthiness/faithfulness evaluation metrics. Infidelity is added. NLP tasks are supported too.
  • TransformerInterpreters support models that may have global pooling at end.
  • Add SmoothGradNLPInterpreter.
  • General compatibility.

Depreciation:

  • use_cuda is removed. Use device.
  • _paddle_prepare is removed. Use _build_predict_fn.

We have two more papers got accepted by AAAI'23 and Artificial Intelligence respectively. See implementations at G-LIME and TrainingDynamics.