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TODO #3

@Jacob-Chmura

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@Jacob-Chmura

Pre-release

  • tguf: static node feat support (script update, cli update, tgstore gather_static_node_feat, update forward internal)
  • docs: mkdocs site, show tguf spec, api ref in include/tgn.h, py-docs as well

Post-release

  • shuffle sub-batch support (feat)
  • unbounded edge streams (feat)
  • gpu support (perf)
  • custom alloc / inference optimization (perf)
  • mmap model memory / nbr sampler (perf)
  • reduce tguf thrashing (perf)
  • async data loading: try to multi-thread the mmap fetch, forward, and memory update (perf)
  • pybind11: python bindings, beware of GIL, package boilerplate etc

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