Hongsheng Liu
fd0e92183a
Signed-off-by: hsliuustc0106 <liuhongsheng4@huawei.com> Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
47 lines
1.2 KiB
Markdown
47 lines
1.2 KiB
Markdown
---
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title: Profiling
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kind: module
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status: draft
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owners:
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- "@gcanlin"
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primary_code_paths:
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- vllm_omni/profiler/**
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- vllm_omni/diffusion/profiler/**
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related_code_paths:
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- vllm_omni/entrypoints/**
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depends_on:
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- observability.md
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validation_paths:
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- tests/profile/**
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upstream_refs:
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- vllm.profiler
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last_reviewed: 2026-07-16
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---
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# Profiling
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Profiling owns opt-in instrumentation and trace collection used to locate
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runtime bottlenecks without changing model results or execution policy.
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## Candidate invariants
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### PROFILE-INV-001: Profiling is opt-in
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**Rule:** Expensive trace collection MUST be disabled by default and bounded by
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an explicit start and stop lifecycle.
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### PROFILE-INV-002: Instrumentation preserves semantics
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**Rule:** Profiling MUST NOT change scheduling decisions, generated outputs, or
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resource ownership beyond documented synchronization overhead.
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### PROFILE-INV-003: Trace context is sufficient
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**Rule:** Trace events SHOULD identify stage, rank, worker, operation, and
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request where available without embedding user payloads.
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## Safe-change guide
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Test disabled overhead, repeated start and stop, cleanup, multi-rank trace
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naming, and each supported profiler backend.
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