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Parallel Inference #44

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adriangonz opened this issue Oct 14, 2020 — with Board Genius Sync · 0 comments · Fixed by #249
Closed

Parallel Inference #44

adriangonz opened this issue Oct 14, 2020 — with Board Genius Sync · 0 comments · Fixed by #249
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@adriangonz Board Genius Sync
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With the support for MMS, there is a question of how we can support parallel inference at the same time across multiple models. The main blocker for this is Python's GIL, which blocks true parallelism within the same process.

The scope of this issue is to explore different alternatives (e.g. using multiprocessing) to support parallel inference.
@axsaucedo axsaucedo changed the title Explore parallel inference Parallel Inference May 6, 2021
@adriangonz adriangonz mentioned this issue Jul 26, 2021
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Parallel Inference adriangonz/MLServer
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