add batching support in inference server #11466
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Signed-off-by: Haifeng Qian <[email protected]>
Signed-off-by: haifengqian <[email protected]> Signed-off-by: Haifeng Qian <[email protected]>
… sequence in a batch Signed-off-by: Haifeng Qian <[email protected]>
In theory, with the previous implementation it would have been possible for a thread to re-use the output from a previous batch, if it happened to grab the lock before the thread with queryid == 0. Signed-off-by: Haifeng Qian <[email protected]>
This can give a small speedup for free, since usually batched queries all come in within <0.5s Signed-off-by: Haifeng Qian <[email protected]>
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[🤖]: Hi @haifengqian 👋, We wanted to let you know that a CICD pipeline for this PR just finished successfully So it might be time to merge this PR or get some approvals I'm just a bot so I'll leave it you what to do next. //cc @pablo-garay @ko3n1g |
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beep boop 🤖: 🙏 The following files have warnings. In case you are familiar with these, please try helping us to improve the code base. Your code was analyzed with PyLint. The following annotations have been identified: Thank you for improving NeMo's documentation! |
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beep boop 🤖: 🙏 The following files have warnings. In case you are familiar with these, please try helping us to improve the code base. Your code was analyzed with PyLint. The following annotations have been identified: Thank you for improving NeMo's documentation! |
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[🤖]: Hi @haifengqian 👋, We wanted to let you know that a CICD pipeline for this PR just finished successfully So it might be time to merge this PR or get some approvals I'm just a bot so I'll leave it you what to do next. //cc @pablo-garay @ko3n1g |
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What does this PR do ?
add batching support in inference server
Collection: nlp
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