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[FEATURE] Multiprocessing at Step level for Pipeline #517

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gabrielmbmb opened this issue Apr 10, 2024 · 0 comments
Open

[FEATURE] Multiprocessing at Step level for Pipeline #517

gabrielmbmb opened this issue Apr 10, 2024 · 0 comments
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@gabrielmbmb
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Currently, each Step of the Pipeline gets executed in a single process. It would be good to achieve parallelization at Step level too, i.e. one step of the pipeline uses multiple processes to produce outputs faster. This could be really beneficial for steps that are slow, like GenerateEmbeddings, which usually causes a bottleneck in the pipelines.

@gabrielmbmb gabrielmbmb self-assigned this Apr 10, 2024
@gabrielmbmb gabrielmbmb added this to the 1.1.0 milestone Apr 10, 2024
@gabrielmbmb gabrielmbmb changed the title Multiprocessing at Step level for Pipeline [FEATURE] Multiprocessing at Step level for Pipeline Apr 21, 2024
@gabrielmbmb gabrielmbmb modified the milestones: 1.1.0, 1.2.0 May 9, 2024
@gabrielmbmb gabrielmbmb modified the milestones: 1.2.0, 1.3.0 May 30, 2024
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