diff --git a/.github/configs/amd-master.yaml b/.github/configs/amd-master.yaml
index 0bed096f3..e688f6b91 100644
--- a/.github/configs/amd-master.yaml
+++ b/.github/configs/amd-master.yaml
@@ -1,5 +1,5 @@
 dsr1-fp4-mi355x-sglang:
-  image: lmsysorg/sglang:v0.5.8-rocm700-mi35x
+  image: lmsysorg/sglang:v0.5.9-rocm700-mi35x
   model: amd/DeepSeek-R1-0528-MXFP4-Preview
   model-prefix: dsr1
   runner: mi355x
@@ -73,7 +73,7 @@ dsr1-fp4-mi355x-atom-mtp:
     - { tp: 8, conc-start: 4, conc-end: 256, spec-decoding: mtp }
 
 dsr1-fp8-mi300x-sglang:
-  image: lmsysorg/sglang:v0.5.8-rocm700-mi30x
+  image: lmsysorg/sglang:v0.5.9-rocm700-mi30x
   model: deepseek-ai/DeepSeek-R1-0528
   model-prefix: dsr1
   runner: mi300x
@@ -95,7 +95,7 @@ dsr1-fp8-mi300x-sglang:
     - { tp: 8, conc-start: 4, conc-end: 64 }
 
 dsr1-fp8-mi325x-sglang:
-  image: lmsysorg/sglang:v0.5.8-rocm700-mi30x
+  image: lmsysorg/sglang:v0.5.9-rocm700-mi30x
   model: deepseek-ai/DeepSeek-R1-0528
   model-prefix: dsr1
   runner: mi325x
@@ -117,7 +117,7 @@ dsr1-fp8-mi325x-sglang:
     - { tp: 8, conc-start: 4, conc-end: 64 }
 
 dsr1-fp8-mi355x-sglang:
-  image: lmsysorg/sglang:v0.5.8-rocm700-mi35x
+  image: lmsysorg/sglang:v0.5.9-rocm700-mi35x
   model: deepseek-ai/DeepSeek-R1-0528
   model-prefix: dsr1
   runner: mi355x
diff --git a/perf-changelog.yaml b/perf-changelog.yaml
index 18c27597a..30782b124 100644
--- a/perf-changelog.yaml
+++ b/perf-changelog.yaml
@@ -745,3 +745,12 @@
     - "Gains: fused add+rmsnorm+pad for GPT-OSS (automatic via PassManager), AITER attention block size fix"
   pr-link: https://github.com/SemiAnalysisAI/InferenceX/pull/806
 
+- config-keys:
+    - dsr1-fp4-mi355x-sglang
+    - dsr1-fp8-mi300x-sglang
+    - dsr1-fp8-mi325x-sglang
+    - dsr1-fp8-mi355x-sglang
+  description:
+    - "Update SGLang image from v0.5.8 to v0.5.9 for AMD single-node DeepSeek R1 configs"
+    - "Key changes: AITER v0.1.10.post3 with FP8 Prefill/Decode/KV Cache, FP8 prefill attention kernel, MORI EP two-batch overlapping, OOM fix for DeepSeek weight loading"
+  pr-link: https://github.com/SemiAnalysisAI/InferenceX/pull/816