[AMD] rocm 7.2 image release, PR test, Nightly Test (#17799)

Co-authored-by: Alan Kao <akao@amd.com>
Co-authored-by: bingxche <Bingxu.Chen@amd.com>
Co-authored-by: Michael <13900043+michaelzhang-ai@users.noreply.github.com>

.github/workflows/pr-test-amd.yml

@@ -396,7 +396,16 @@ jobs:
 
   multimodal-gen-test-1-gpu-amd:
     needs: [check-changes]
-    if: needs.check-changes.outputs.multimodal_gen == 'true'
+    if: |
+      always() &&
+      (
+        (inputs.target_stage == 'multimodal-gen-test-1-gpu-amd') ||
+        (
+          !inputs.target_stage &&
+          (!failure() && !cancelled()) &&
+          ((needs.check-changes.outputs.main_package == 'true') || (needs.check-changes.outputs.sgl_kernel == 'true'))
+        )
+      )
     strategy:
       fail-fast: false
       max-parallel: 1  # Run one at a time to avoid eviction from resource exhaustion during AITER kernel JIT
@@ -516,7 +525,16 @@ jobs:
 
   multimodal-gen-test-2-gpu-amd:
     needs: [check-changes]
-    if: needs.check-changes.outputs.multimodal_gen == 'true'
+    if: |
+      always() &&
+      (
+        (inputs.target_stage == 'multimodal-gen-test-2-gpu-amd') ||
+        (
+          !inputs.target_stage &&
+          (!failure() && !cancelled()) &&
+          ((needs.check-changes.outputs.main_package == 'true') || (needs.check-changes.outputs.sgl_kernel == 'true'))
+        )
+      )
     strategy:
       fail-fast: false
       max-parallel: 1  # Run one at a time to avoid eviction from resource exhaustion during AITER kernel JIT