github facebookresearch/fairseq v0.7.0

latest releases: v0.12.3, v0.12.2, v0.12.1...
5 years ago

Notable (possibly breaking) changes:

  • d45db80: Remove checkpoint utility functions from utils.py into checkpoint_utils.py
  • f2563c2: Move LM definitions into separate files
  • dffb167: Updates to model API:
    • FairseqModel -> FairseqEncoderDecoderModel
    • add FairseqDecoder.extract_features and FairseqDecoder.output_layer
    • encoder_out_dict -> encoder_out
    • rm unused remove_head functions
  • 34726d5: Move distributed_init into DistributedFairseqModel
  • cf17068: Simplify distributed launch by automatically launching multiprocessing on each node for all visible GPUs (allows launching just one job per node instead of one per GPU)
  • d45db80: Change default LR scheduler from reduce_lr_on_plateau to fixed
  • 96ac28d: Rename --sampling-temperature -> --temperature
  • fc1a19a: Deprecate dummy batches
  • a1c997b: Add memory mapped datasets
  • 0add50c: Allow cycling over multiple datasets, where each one becomes an "epoch"

Plus many additional features and bugfixes

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