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[Question]: Usage of Graph Algorithms and Any Slowdowns? #782

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nv-rliu opened this issue Feb 20, 2025 · 5 comments
Open

[Question]: Usage of Graph Algorithms and Any Slowdowns? #782

nv-rliu opened this issue Feb 20, 2025 · 5 comments

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@nv-rliu
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nv-rliu commented Feb 20, 2025

Hi there,

I'm interested in understanding if swarms depends on any graph algorithms from its usage of NetworkX? If so,

  • What algorithms are used for what purpose?
  • What graph sizes are they being used with?
  • Have users experienced any slowdowns or issues with algorithms provided by NetworkX? (Speed, algorithm availability, etc)

Furthermore, would users be interested in accelerated nx algorithms via a GPU backend? This would involve zero code change.

Any insight into this topic would be greatly appreciated! Thank you.

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Hello there, thank you for opening an Issue ! 🙏🏻 The team was notified and they will get back to you asap.

@kyegomez
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@nv-rliu we're using it for the graphswarm now, and we might use it for other activities as well. but we're going to be making a dag swarm.

@nv-rliu
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nv-rliu commented Feb 21, 2025

@kyegomez does that mean you use NetworkX's DAG algorithms?

@kyegomez
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@nv-rliu yes

@nv-rliu
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nv-rliu commented Feb 24, 2025

On what kind of graph sizes and problems do you use DAG algorithms for?

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