feat: update SDK to use latest LMI v27 image for sdk v3.x (#5976)

- djl-lmi.json: bump 0.36.0 tag_prefix lmi26.0.0 -> lmi27.0.0-cu130
- test_djl.py: register 0.36.0-lmi27.0.0-cu130 ap-east-2 known-missing

Co-authored-by: Rohit Kumar Srivastava <srivrohi@amazon.com>

Author: access2rohit

sagemaker-core/src/sagemaker/core/image_uri_config/djl-lmi.json

@@ -54,7 +54,7 @@
                 "us-isof-south-1": "454834333376"
             },
             "repository": "djl-inference",
-            "tag_prefix": "0.36.0-lmi26.0.0-cu130"
+            "tag_prefix": "0.36.0-lmi27.0.0-cu130"
         },
         "0.35.0": {
             "registries": {

sagemaker-core/tests/unit/image_uris/test_djl.py

@@ -86,6 +86,7 @@ def _test_djl_uris(account, region, version, tag, djl_framework):
 # Known missing framework:version:region combinations that don't exist in ECR
 KNOWN_MISSING_COMBINATIONS = {
     "djl-lmi": {
+        "0.36.0-lmi27.0.0-cu130": {"ap-east-2"},
         "0.36.0-lmi26.0.0-cu130": {"ap-east-2"},
         "0.36.0-lmi22.0.0-cu129": {"ap-east-2"},
         "0.35.0-lmi17.0.0-cu128": {"ap-east-2"},