updated the SDK to use latest LMIv22 image for sdk v2.x

Author: access2rohit

src/sagemaker/image_uri_config/djl-lmi.json

@@ -46,7 +46,7 @@
                 "mx-central-1": "637423239942"
             },
             "repository": "djl-inference",
-            "tag_prefix": "0.36.0-lmi21.0.0-cu129"
+            "tag_prefix": "0.36.0-lmi22.0.0-cu129"
         },
         "0.35.0": {
             "registries": {

tests/unit/sagemaker/image_uris/test_djl.py

@@ -86,7 +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-lmi21.0.0-cu129": {"ap-east-2"},
+        "0.36.0-lmi22.0.0-cu129": {"ap-east-2"},
         "0.35.0-lmi17.0.0-cu128": {"ap-east-2"},
         "0.34.0-lmi16.0.0-cu128": {"ap-east-2"},
         "0.33.0-lmi15.0.0-cu128": {"ap-east-2"},