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Summary: 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 Pull Request resolved: #817 Differential Revision: D15913844 Pulled By: myleott fbshipit-source-id: d5b5d678efdd9dd3e4d7ca848ddcf1ec2b21bf6b
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