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pytext_nlp-0.3.3-py3-none-any.whl 2020-06-08 503.4 kB
pytext-nlp-0.3.3.tar.gz 2020-06-08 353.2 kB
PyText v0.3.3.tar.gz 2020-06-08 1.8 MB
PyText v0.3.3.zip 2020-06-08 2.0 MB
README.md 2020-06-08 1.6 kB
Totals: 5 Items   4.7 MB 0

New features

  • Add XLM-R document classification server + console (#1358)
  • MLP layer embed for float tensors and FloatListSeqTensorizer for List[List[[float]] features. (#1374)
  • Add class_accuracy in MultiLabelSoftClassificationMetrics (#1371)
  • Add an option to skip test run after models have been trained (#1372)
  • Support DP in PyText (#1366)
  • Support torchscriptify in multi_label_classification_layer (#1350)
  • Add custom metric class for reporting Joint model metrics (#1339)
  • MultiLabel-MultiClass Model for Joint Sequence Tagging (#1335)
  • Scripted tokenizer support for DocModel (#1314)

Bugfixes

  • Fixed metric reporter aggregation and output layer for the multi-label classification
  • Remove move_state_dict_to_gpu, which is causing CUDA OOM (#1367)
  • Fix Flow's default conversion of dict to AttrDict
  • Fix bug in ClassificationOutputLayer that pad_idx is never respected (#1347)
  • Serializing/Deserializing type Any: bugfix and simplification (#1344)
  • Fix RoBERTa Q&A Training Bug with multiple BoS tokens. (#1343)

Other

  • Better error message for misconfigured data fields
  • Replace deprecated integer division with floor division operator
  • Add informative prints to assert statements (#1360)
  • TorchScript: Put dense tensor on the same device with other input tensors (#1361)
  • Update PyTorch + ONNX (#1340)
  • Update PyTorch + ONNX (#1340)- binary ONNX
  • Update PR Template (#1349)
  • Reduce memory request for pytext train operator
  • Add 'contrib' directory for experimental code (#1333)
Source: README.md, updated 2020-06-08