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Dream Go 0.6.0

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@kblomdahl kblomdahl released this 25 Sep 20:51
· 355 commits to master since this release

Release 0.6.0 - Emergent

Includes many minor improvements to the search, and training procedure. Some major highlights from v0.5.0 to v0.6.0:

  • Only consider the top 90% of the candidate moves during play to avoid large blunders in the name of exploration.
  • Add proper support for Go Text Protocol (GTP) time commands, and KGS extensions. For example:
    • time_settings 300 0 0 plays a 5 minutes game
    • kgs-time_settings byoyomi 0 5 1 plays 5 seconds per move.
  • Use a smaller network (9x128) with quantization, this yields a much deeper but less accurate search (the depth should compensate for the less accurate predictions). This is only semi-successful as it makes almost no difference in strength at from v0.5.0 to v0.6.0.
  • Tweak the input features to include more global properties, and
  • Include support for dynamic komi.

Attached binaries for Linux are built against CUDA 10, and cuDNN 7.3.