remove incbench

[xin3he]

PR Type

Enhancement

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Description

• Mark incbench as deprecated in documentation

• Update introduction to reflect incbench movement

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Diagram Walkthrough

flowchart LR
  A["Update Benchmark Title"] -- "Add Deprecated Note" --> B["Modify Introduction"]

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File Walkthrough

	Relevant files
Documentation	benchmark.md Deprecate `incbench` in documentation                                        docs/source/3x/benchmark.md Change title to "Benchmark (Deprecated)" Add deprecation note for incbench Update introduction to mention incbench movement +3/-1

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[xin3he]

Mainly used in run_benchmark.py.
If it's still needed by validation, we can move it to validation repo. @chensuyue @XuehaoSun @thuang6

[PRAgent4INC]

PR Reviewer Guide 🔍

Here are some key observations to aid the review process:

⏱️ Estimated effort to review: 2 🔵🔵⚪⚪⚪

🧪 No relevant tests

🔒 No security concerns identified

⚡ Recommended focus areas for review Clarification Needed The deprecation message could be more detailed. It would be helpful to specify where incbench has been moved or what users should use instead. > Since version >= 3.6, `incbench` has been moved.

[PRAgent4INC]

PR Code Suggestions ✨

Explore these optional code suggestions:

Category	Suggestion	Impact
General	Update incbench location Clarify the destination or provide a link to the new location of incbench. docs/source/3x/benchmark.md [12] -> Since version >= 3.6, `incbench` has been moved. +> Since version >= 3.6, `incbench` has been moved to the new tools section. Please refer to [New Tools Section](link_to_new_section). Suggestion importance[1-10]: 8 __ Why: Clarifying the destination or providing a link to the new location of incbench improves the documentation's usefulness and helps users find the necessary information.	Medium

[thuang6]

@xin3he , the security issue was reported in 2.x API benchmark feature not incbench in 3.x version

[xin3he]

Thanks, both 2x and 3x are removed now.
BTW, I saw some codes in .azure_pipeline are using inc_bench, will contact @chensuyue to update when she is back.