Extensible Load Balancing #607

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willow-ahrens opened this issue Jun 18, 2024 · 0 comments · May be fixed by #731

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willow-ahrens commented Jun 18, 2024

It would be great if we could support more configurable load balancing in Finch. Currently, we only statically partition.

Add an interface to CPUDevice that selects between :dynamic and :static strategies to @threads. https://github.com/willow-ahrens/Finch.jl/blob/a7f5b899d49051167aebd7568a65c2840ea6db69/src/architecture.jl#L35 https://github.com/willow-ahrens/Finch.jl/blob/a7f5b899d49051167aebd7568a65c2840ea6db69/src/lower.jl#L317
Generalize the parallelism model to configure chunk size and overpartition loop iterations. https://github.com/willow-ahrens/Finch.jl/blob/a7f5b899d49051167aebd7568a65c2840ea6db69/src/lower.jl#L292

willow-ahrens modified the milestones: v1.2, v1.3

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Implement interface for parallel scheduler #721

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Parallel scheduler #731

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