diff --git a/src/sagemaker/image_uri_config/tensorflow.json b/src/sagemaker/image_uri_config/tensorflow.json
index 6a2318ddbe..b645772e2f 100644
--- a/src/sagemaker/image_uri_config/tensorflow.json
+++ b/src/sagemaker/image_uri_config/tensorflow.json
@@ -285,7 +285,8 @@
             "2.5": "2.5.1",
             "2.6": "2.6.3",
             "2.7": "2.7.0",
-            "2.8": "2.8.0"
+            "2.8": "2.8.0",
+            "2.9": "2.9.0"
         },
         "versions": {
             "1.10.0": {
@@ -1468,6 +1469,36 @@
                     "us-west-2": "763104351884"
                 },
                 "repository": "tensorflow-inference"
+            },
+            "2.9.0": {
+                "registries": {
+                    "af-south-1": "626614931356",
+                    "ap-east-1": "871362719292",
+                    "ap-northeast-1": "763104351884",
+                    "ap-northeast-2": "763104351884",
+                    "ap-northeast-3": "364406365360",
+                    "ap-south-1": "763104351884",
+                    "ap-southeast-1": "763104351884",
+                    "ap-southeast-2": "763104351884",
+                    "ca-central-1": "763104351884",
+                    "cn-north-1": "727897471807",
+                    "cn-northwest-1": "727897471807",
+                    "eu-central-1": "763104351884",
+                    "eu-north-1": "763104351884",
+                    "eu-south-1": "692866216735",
+                    "eu-west-1": "763104351884",
+                    "eu-west-2": "763104351884",
+                    "eu-west-3": "763104351884",
+                    "me-south-1": "217643126080",
+                    "sa-east-1": "763104351884",
+                    "us-east-1": "763104351884",
+                    "us-east-2": "763104351884",
+                    "us-gov-west-1": "442386744353",
+                    "us-iso-east-1": "886529160074",
+                    "us-west-1": "763104351884",
+                    "us-west-2": "763104351884"
+                },
+                "repository": "tensorflow-inference"
             }
         }
     },
diff --git a/tests/conftest.py b/tests/conftest.py
index 59397ec9af..e8b3aef577 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -408,12 +408,16 @@ def tf_full_version(tensorflow_training_latest_version, tensorflow_inference_lat
     Fixture exists as such, since TF training and TFS have different latest versions.
     Otherwise, this would simply be a single latest version.
     """
-    return str(
+    version = str(
         min(
             Version(tensorflow_training_latest_version),
             Version(tensorflow_inference_latest_version),
         )
     )
+    # Hack. See https://github.com/aws/sagemaker-python-sdk/pull/3251
+    if version == "2.9.0":
+        return "2.9"
+    return version
 
 
 @pytest.fixture(scope="module")