Update glm5-fp8-mi355x-sglang and mtp SGLang ROCm image to v0.5.12-rocm720-mi35x-20260517 (#1440)

* Update glm5-fp8-mi355x-sglang and mtp SGLang ROCm image to v0.5.12-rocm720-mi35x-20260517

Rebased onto current main to resolve perf-changelog.yaml drift.

Ref #1154

Co-authored-by: Klaud Cold <Klaud-Cold@users.noreply.github.com>

* fix: use sglang v0.5.12 release tag instead of dated nightly

Drops the -20260517 nightly suffix so the recipe uses the
lmsysorg/sglang-rocm:v0.5.12-rocm720-mi35x release tag rather than
a date-pinned nightly build.

* chore: update perf-changelog description to v0.5.12 release tag (drop nightly suffix)

* Revert to dated nightly tag: v0.5.12-rocm720-mi35x-20260517

Docker Hub does not publish a clean lmsysorg/sglang-rocm:v0.5.12-rocm720-mi35x
release tag — only the dated nightly variant. The earlier switch to the
un-suffixed tag was a mistake (caused 'manifest not found' on every job).

Restoring the dated nightly tag that does exist.

---------

Co-authored-by: claude-fix-bot <claude-fix-bot@users.noreply.github.com>
Co-authored-by: Klaud Cold <Klaud-Cold@users.noreply.github.com>
Co-authored-by: claude-fix-bot <claude-fix-bot@local>
Co-authored-by: claude-rebase-bot <claude-rebase-bot@local>
Co-authored-by: functionstackx <47992694+functionstackx@users.noreply.github.com>

Author: 5 people

.github/configs/amd-master.yaml

@@ -412,7 +412,7 @@ qwen3.5-fp8-mi300x-sglang:
       - { tp: 8, conc-start: 4, conc-end: 64 }
 
 glm5-fp8-mi355x-sglang:
-  image: lmsysorg/sglang-rocm:v0.5.11-rocm720-mi35x-20260513
+  image: lmsysorg/sglang-rocm:v0.5.12-rocm720-mi35x-20260517
   model: zai-org/GLM-5-FP8
   model-prefix: glm5
   runner: mi355x
@@ -431,7 +431,7 @@ glm5-fp8-mi355x-sglang:
       - { tp: 4, conc-start: 4, conc-end: 256 }
 
 glm5-fp8-mi355x-sglang-mtp:
-  image: lmsysorg/sglang-rocm:v0.5.10rc0-rocm720-mi35x-20260415
+  image: lmsysorg/sglang-rocm:v0.5.12-rocm720-mi35x-20260517
   model: zai-org/GLM-5-FP8
   model-prefix: glm5
   runner: mi355x

perf-changelog.yaml

@@ -2927,3 +2927,10 @@
   description:
     - "Update SGLang ROCm image from rocm/sgl-dev:v0.5.10rc0-rocm720-mi35x-20260413 (32d old, deprecated rocm/sgl-dev repo) to lmsysorg/sglang:v0.5.12-rocm720-mi35x (clean stable tag on the active lmsysorg/sglang repo)"
   pr-link: https://github.com/SemiAnalysisAI/InferenceX/pull/1497
+
+- config-keys:
+    - glm5-fp8-mi355x-sglang
+    - glm5-fp8-mi355x-sglang-mtp
+  description:
+    - "Update SGLang ROCm image from v0.5.11/v0.5.10rc0 to v0.5.12-rocm720-mi35x-20260517"
+  pr-link: https://github.com/SemiAnalysisAI/InferenceX/pull/1440