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@laekov laekov released this 08 Nov 09:37
· 134 commits to master since this release
v0.3.0
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Learn about vigilant mode.

FMoE core

  • Previous mp_group is renamed to slice_group, indicating that all workers in the group receive the same input batch, and process a slice of the input. mp_group will be deprecated in our next release.
  • ROCm supported.
  • FMoELinear is moved to a stand-alone file.

Groupped data parallel

  • Support any group name by their relative tag name.

Load balancing

  • A brand new balancing strategy - SWIPE. Contributed by authors of a (currently unpublished) paper.
  • A property has_loss is added to each gate, in order to identify whether balance loss should be collected.

Megatron-LM support

  • Experts are partitioned by tensor model parallelism in mp_group, instead of expert parallelism.
  • Support arbitrary customized gate in MegatronMLP.
  • Move the patches to a stand-alone file.

Tests

  • Move util functions into test_ddp.py.
Assets 2