diff --git a/src/sagemaker/fw_utils.py b/src/sagemaker/fw_utils.py
index 1fb8c8eaaa..449beeb55d 100644
--- a/src/sagemaker/fw_utils.py
+++ b/src/sagemaker/fw_utils.py
@@ -141,6 +141,7 @@
         "2.0.1",
         "2.1.0",
         "2.1.2",
+        "2.2.0",
     ],
 }
 
@@ -160,7 +161,14 @@
 ]
 
 
-TORCH_DISTRIBUTED_GPU_SUPPORTED_FRAMEWORK_VERSIONS = ["1.13.1", "2.0.0", "2.0.1", "2.1.0", "2.1.2"]
+TORCH_DISTRIBUTED_GPU_SUPPORTED_FRAMEWORK_VERSIONS = [
+    "1.13.1",
+    "2.0.0",
+    "2.0.1",
+    "2.1.0",
+    "2.1.2",
+    "2.2.0",
+]
 
 TRAINIUM_SUPPORTED_DISTRIBUTION_STRATEGIES = ["torch_distributed"]
 TRAINIUM_SUPPORTED_TORCH_DISTRIBUTED_FRAMEWORK_VERSIONS = [
diff --git a/src/sagemaker/image_uri_config/pytorch-smp.json b/src/sagemaker/image_uri_config/pytorch-smp.json
index d71c2df6ec..933c0fa437 100644
--- a/src/sagemaker/image_uri_config/pytorch-smp.json
+++ b/src/sagemaker/image_uri_config/pytorch-smp.json
@@ -5,7 +5,8 @@
         ],
         "version_aliases": {
             "2.0": "2.0.1",
-            "2.1": "2.1.2"
+            "2.1": "2.1.2",
+            "2.2": "2.2.0"
         },
         "versions": {
             "2.0.1": {
@@ -57,6 +58,31 @@
                     "us-west-2": "658645717510"
                 },
                 "repository": "smdistributed-modelparallel"
+            },
+            "2.2.0": {
+                "py_versions": [
+                    "py310"
+                ],
+                "registries": {
+                    "ap-northeast-1": "658645717510",
+                    "ap-northeast-2": "658645717510",
+                    "ap-northeast-3": "658645717510",
+                    "ap-south-1": "658645717510",
+                    "ap-southeast-1": "658645717510",
+                    "ap-southeast-2": "658645717510",
+                    "ca-central-1": "658645717510",
+                    "eu-central-1": "658645717510",
+                    "eu-north-1": "658645717510",
+                    "eu-west-1": "658645717510",
+                    "eu-west-2": "658645717510",
+                    "eu-west-3": "658645717510",
+                    "sa-east-1": "658645717510",
+                    "us-east-1": "658645717510",
+                    "us-east-2": "658645717510",
+                    "us-west-1": "658645717510",
+                    "us-west-2": "658645717510"
+                },
+                "repository": "smdistributed-modelparallel"
             }
         }
     }
diff --git a/src/sagemaker/image_uris.py b/src/sagemaker/image_uris.py
index 8498027079..143ecc9bdb 100644
--- a/src/sagemaker/image_uris.py
+++ b/src/sagemaker/image_uris.py
@@ -678,7 +678,11 @@ def get_training_image_uri(
             if "modelparallel" in distribution["smdistributed"]:
                 if distribution["smdistributed"]["modelparallel"].get("enabled", True):
                     framework = "pytorch-smp"
-                    if "p5" in instance_type or "2.1" in framework_version:
+                    if (
+                        "p5" in instance_type
+                        or "2.1" in framework_version
+                        or "2.2" in framework_version
+                    ):
                         container_version = "cu121"
                     else:
                         container_version = "cu118"
diff --git a/tests/unit/sagemaker/image_uris/test_smp_v2.py b/tests/unit/sagemaker/image_uris/test_smp_v2.py
index 36accdebbb..b53a45133e 100644
--- a/tests/unit/sagemaker/image_uris/test_smp_v2.py
+++ b/tests/unit/sagemaker/image_uris/test_smp_v2.py
@@ -35,7 +35,7 @@ def test_smp_v2(load_config):
                 for region in ACCOUNTS.keys():
                     for instance_type in CONTAINER_VERSIONS.keys():
                         cuda_vers = CONTAINER_VERSIONS[instance_type]
-                        if "2.1" in version:
+                        if "2.1" in version or "2.2" in version:
                             cuda_vers = "cu121"
 
                         uri = image_uris.get_training_image_uri(