allenai/allennlp v2.2.0

on GitHub

What's new

Added 🎉

• Added WandBCallback class for Weights & Biases integration, registered as a callback under the name "wandb".
• Added TensorBoardCallback to replace the TensorBoardWriter. Registered as a callback
  under the name "tensorboard".
• Added NormalizationBiasVerification and SanityChecksCallback for model sanity checks.
• SanityChecksCallback runs by default from the allennlp train command.
  It can be turned off by setting trainer.enable_default_callbacks to false in your config.
• Added new method on Field class: .human_readable_repr() -> Any, and new method on Instance class: .human_readable_dict() -> JsonDict (@leo-liuzy).

Removed 👋

• Removed TensorBoardWriter. Please use the TensorBoardCallback instead.

Changed ⚠️

• Use attributes of ModelOutputs object in PretrainedTransformerEmbedder instead of indexing (@JohnGiorgi).
• Added support for PyTorch version 1.8 and torchvision version 0.9 (@nelson-liu).
• Model.get_parameters_for_histogram_tensorboard_logging is deprecated in favor of
  Model.get_parameters_for_histogram_logging.

Fixed ✅

• Makes sure tensors that are stored in TensorCache always live on CPUs.
• Fixed a bug where FromParams objects wrapped in Lazy() couldn't be pickled.
• Fixed a bug where the ROUGE metric couldn't be picked.
• Fixed a bug reported by #5036 - we now keep our spacy POS tagger on (@leo-liuzy).

Commits

c5c9df5 refactor LogWriter, add W&B integration (#5061)
385124a Keep Spacy PoS tagger on by default (#5066)
15b532f Update transformers requirement from <4.4,>=4.1 to >=4.1,<4.5 (#5057)
3aafb92 clarify how predictions_to_labeled_instances work for targeted or non-targeted hotflip attack (#4957)
b897e57 ensure ROUGE metric can be pickled (#5051)
91e4af9 fix pickle bug for Lazy FromParams (#5049)
5b57be2 Adding normalization bias verification (#4990)
ce71901 Update torchvision requirement from <0.9.0,>=0.8.1 to >=0.8.1,<0.10.0 (#5041)
7f60990 Update torch requirement from <1.8.0,>=1.6.0 to >=1.6.0,<1.9.0 (#5037)
96415b2 Use HF Transformers output types (#5035)
0c36019 clean up (#5034)
d2bf35d Add methods for human readable representation of fields and instances (#4986)
a8b8006 Makes sure serialized tensors live on CPUs (#5026)
a0edfae Add options to log inputs in trainer (#4970)

Thanks to @nelson-liu for making sure we stay on top of releases! 😜