Update dsr1-fp8-mi300x-sglang SGLang image to v0.5.12-rocm700-mi30x

[Klaud-Cold]

Updates SGLang image for dsr1-fp8-mi300x-sglang from v0.5.9-rocm700-mi30x to v0.5.12-rocm700-mi30x.
\nRef #1154

Generated with Claude Code

[github-actions]

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[claude]

🔴 The new perf-changelog.yaml entry for dsr1-fp8-mi300x-sglang has pr-link: XXX instead of the actual PR URL. Every other entry in this file uses the canonical form https://github.com/SemiAnalysisAI/InferenceX/pull/<num>, so this looks like a forgotten template substitution — it should be https://github.com/SemiAnalysisAI/InferenceX/pull/1425. Any tooling that parses pr-link as a URL or extracts the PR number for cross-referencing will break on this entry.

Extended reasoning...

What the bug is

The new entry added at the bottom of perf-changelog.yaml (lines 2551–2556) ends with:

- config-keys:
    - dsr1-fp8-mi300x-sglang
  description:
    - "Update SGLang image from v0.5.9-rocm700-mi30x to v0.5.12-rocm700-mi30x"
  pr-link: XXX

The literal string XXX is an unsubstituted template placeholder — it is not a valid URL.

Why this is clearly a bug (not intentional)

Looking at every other entry in the same file, the pr-link field always holds a full GitHub PR URL. The five immediately preceding entries (lines 2526, 2532, 2538, 2544, 2550) all use the canonical form:

pr-link: https://github.com/SemiAnalysisAI/InferenceX/pull/<num>

For example, line 2550 (the entry just above the new one) uses https://github.com/SemiAnalysisAI/InferenceX/pull/1402. The new entry is the only one in the file with a non-URL value, which strongly indicates a forgotten substitution rather than a deliberate convention.

Step-by-step proof

1. The PR is Update dsr1-fp8-mi300x-sglang SGLang image to v0.5.12-rocm700-mi30x #1425 ("Update dsr1-fp8-mi300x-sglang SGLang image to v0.5.12-rocm700-mi30x").
2. The diff adds exactly two changes: the image bump in .github/configs/amd-master.yaml and a corresponding changelog entry in perf-changelog.yaml.
3. The new changelog entry ends with pr-link: XXX.
4. By the existing file convention (verified at lines 2526, 2532, 2538, 2544, 2550), this field is always a full PR URL.
5. The correct value, given this is PR Update dsr1-fp8-mi300x-sglang SGLang image to v0.5.12-rocm700-mi30x #1425, would be https://github.com/SemiAnalysisAI/InferenceX/pull/1425.

Impact

This does not affect runtime/benchmark behavior — the image bump itself is correct. However:

• Any downstream tooling that walks perf-changelog.yaml and parses pr-link as a URL (e.g. for rendering links in a changelog UI, validating links, or extracting the PR number for cross-referencing) will fail or skip this entry.
• It also breaks the documented/observed format of the changelog file, hurting consistency and reviewer trust.

How to fix

Replace line 2556 with:

  pr-link: https://github.com/SemiAnalysisAI/InferenceX/pull/1425

[github-actions]

see unofficial run visualizer at https://inferencex.semianalysis.com/inference?unofficialRun=25980020879
see unofficial run visualizer at https://inferencex.semianalysis.com/evaluation?unofficialRun=25980020879