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[Feature]: support /profile_start #324

@arekay-nv

Description

@arekay-nv

Motivation

Support profiling of workload for different frameworks.

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vllm
sglang

Proposed Solution

Goal is to enable profiling for a phase by a boolean flag, and have the client send a start/end profile request around the requests.

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