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A high performance and generic framework for distributed DNN training

v0.2

4 years ago

0.2.0 (2020-02)

  • Re-implementing the RDMA transport and largely improve RDMA performance
  • Add IPC support intra-server communication.
  • Fix a hanging bug in BytePS server.
  • Fix RDMA-related segmentation fault problem during fork() (e.g., used by PyTorch data loader).
  • New feature: Enable mixing use of colocate and non-colocate servers, along with a smart tensor allocation strategy.
  • New feature: Add bpslaunch as the command to launch tasks.
  • Add support for pip install: pip3 install byteps
  • Updated documents and example docker images