vllm-project / vllm

A high-throughput and memory-efficient inference and serving engine for LLMs
https://docs.vllm.ai
Apache License 2.0
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[Kernel] Register punica ops directly #10522

Closed jeejeelee closed 1 day ago

jeejeelee commented 1 day ago

Motivation

Inspired by #9896, directly registering punica ops can reduce the current punica custom op overhead when using eager mode. The improvement is shown in the table below. ping @youkaichao could you plz look at this PR, thanks image

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jeejeelee commented 1 day ago

It looks like the CI failure is not due to this PR @youkaichao