diff --git a/src/sagemaker/fw_utils.py b/src/sagemaker/fw_utils.py
index 1fb8c8eaaa..6f328c45fc 100644
--- a/src/sagemaker/fw_utils.py
+++ b/src/sagemaker/fw_utils.py
@@ -157,10 +157,18 @@
     "2.0.0",
     "2.0.1",
     "2.1.0",
+    "2.2.0",
 ]
 
 
-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.json b/src/sagemaker/image_uri_config/pytorch.json
index 65b8513c0a..85b454ebed 100644
--- a/src/sagemaker/image_uri_config/pytorch.json
+++ b/src/sagemaker/image_uri_config/pytorch.json
@@ -848,6 +848,7 @@
                     "ap-northeast-2": "763104351884",
                     "ap-northeast-3": "364406365360",
                     "ap-south-1": "763104351884",
+                    "ap-south-2": "772153158452",
                     "ap-southeast-1": "763104351884",
                     "ap-southeast-2": "763104351884",
                     "ap-southeast-3": "907027046896",
@@ -856,11 +857,13 @@
                     "cn-north-1": "727897471807",
                     "cn-northwest-1": "727897471807",
                     "eu-central-1": "763104351884",
+                    "eu-central-2": "380420809688",
                     "eu-north-1": "763104351884",
                     "eu-west-1": "763104351884",
                     "eu-west-2": "763104351884",
                     "eu-west-3": "763104351884",
                     "eu-south-1": "692866216735",
+                    "eu-south-2": "503227376785",
                     "me-south-1": "217643126080",
                     "sa-east-1": "763104351884",
                     "us-east-1": "763104351884",
@@ -887,6 +890,7 @@
                     "ap-northeast-2": "763104351884",
                     "ap-northeast-3": "364406365360",
                     "ap-south-1": "763104351884",
+                    "ap-south-2": "772153158452",
                     "ap-southeast-1": "763104351884",
                     "ap-southeast-2": "763104351884",
                     "ap-southeast-3": "907027046896",
@@ -895,11 +899,13 @@
                     "cn-north-1": "727897471807",
                     "cn-northwest-1": "727897471807",
                     "eu-central-1": "763104351884",
+                    "eu-central-2": "380420809688",
                     "eu-north-1": "763104351884",
                     "eu-west-1": "763104351884",
                     "eu-west-2": "763104351884",
                     "eu-west-3": "763104351884",
                     "eu-south-1": "692866216735",
+                    "eu-south-2": "503227376785",
                     "me-south-1": "217643126080",
                     "sa-east-1": "763104351884",
                     "us-east-1": "763104351884",
@@ -926,6 +932,7 @@
                     "ap-northeast-2": "763104351884",
                     "ap-northeast-3": "364406365360",
                     "ap-south-1": "763104351884",
+                    "ap-south-2": "772153158452",
                     "ap-southeast-1": "763104351884",
                     "ap-southeast-2": "763104351884",
                     "ap-southeast-3": "907027046896",
@@ -934,11 +941,13 @@
                     "cn-north-1": "727897471807",
                     "cn-northwest-1": "727897471807",
                     "eu-central-1": "763104351884",
+                    "eu-central-2": "380420809688",
                     "eu-north-1": "763104351884",
                     "eu-west-1": "763104351884",
                     "eu-west-2": "763104351884",
                     "eu-west-3": "763104351884",
                     "eu-south-1": "692866216735",
+                    "eu-south-2": "503227376785",
                     "me-south-1": "217643126080",
                     "sa-east-1": "763104351884",
                     "us-east-1": "763104351884",
@@ -965,6 +974,7 @@
                     "ap-northeast-2": "763104351884",
                     "ap-northeast-3": "364406365360",
                     "ap-south-1": "763104351884",
+                    "ap-south-2": "772153158452",
                     "ap-southeast-1": "763104351884",
                     "ap-southeast-2": "763104351884",
                     "ap-southeast-3": "907027046896",
@@ -973,11 +983,55 @@
                     "cn-north-1": "727897471807",
                     "cn-northwest-1": "727897471807",
                     "eu-central-1": "763104351884",
+                    "eu-central-2": "380420809688",
                     "eu-north-1": "763104351884",
                     "eu-west-1": "763104351884",
                     "eu-west-2": "763104351884",
                     "eu-west-3": "763104351884",
                     "eu-south-1": "692866216735",
+                    "eu-south-2": "503227376785",
+                    "me-south-1": "217643126080",
+                    "sa-east-1": "763104351884",
+                    "us-east-1": "763104351884",
+                    "us-east-2": "763104351884",
+                    "us-gov-east-1": "446045086412",
+                    "us-gov-west-1": "442386744353",
+                    "us-iso-east-1": "886529160074",
+                    "us-isob-east-1": "094389454867",
+                    "us-west-1": "763104351884",
+                    "us-west-2": "763104351884",
+                    "ca-west-1": "204538143572"
+                },
+                "repository": "pytorch-inference"
+            },
+            "2.2.0": {
+                "py_versions": [
+                    "py310"
+                ],
+                "registries": {
+                    "af-south-1": "626614931356",
+                    "il-central-1": "780543022126",
+                    "ap-east-1": "871362719292",
+                    "ap-northeast-1": "763104351884",
+                    "ap-northeast-2": "763104351884",
+                    "ap-northeast-3": "364406365360",
+                    "ap-south-1": "763104351884",
+                    "ap-south-2": "772153158452",
+                    "ap-southeast-1": "763104351884",
+                    "ap-southeast-2": "763104351884",
+                    "ap-southeast-3": "907027046896",
+                    "ap-southeast-4": "457447274322",
+                    "ca-central-1": "763104351884",
+                    "cn-north-1": "727897471807",
+                    "cn-northwest-1": "727897471807",
+                    "eu-central-1": "763104351884",
+                    "eu-central-2": "380420809688",
+                    "eu-north-1": "763104351884",
+                    "eu-west-1": "763104351884",
+                    "eu-west-2": "763104351884",
+                    "eu-west-3": "763104351884",
+                    "eu-south-1": "692866216735",
+                    "eu-south-2": "503227376785",
                     "me-south-1": "217643126080",
                     "sa-east-1": "763104351884",
                     "us-east-1": "763104351884",
@@ -1190,7 +1244,8 @@
             "1.12": "1.12.1",
             "1.13": "1.13.1",
             "2.0": "2.0.1",
-            "2.1": "2.1.0"
+            "2.1": "2.1.0",
+            "2.2": "2.2.0"
         },
         "versions": {
             "0.4.0": {
@@ -2113,7 +2168,49 @@
                     "ca-west-1": "204538143572"
                 },
                 "repository": "pytorch-training"
+            },
+            "2.2.0": {
+                "py_versions": [
+                    "py310"
+                ],
+                "registries": {
+                    "af-south-1": "626614931356",
+                    "il-central-1": "780543022126",
+                    "ap-east-1": "871362719292",
+                    "ap-northeast-1": "763104351884",
+                    "ap-northeast-2": "763104351884",
+                    "ap-northeast-3": "364406365360",
+                    "ap-south-1": "763104351884",
+                    "ap-south-2": "772153158452",
+                    "ap-southeast-1": "763104351884",
+                    "ap-southeast-2": "763104351884",
+                    "ap-southeast-3": "907027046896",
+                    "ap-southeast-4": "457447274322",
+                    "ca-central-1": "763104351884",
+                    "cn-north-1": "727897471807",
+                    "cn-northwest-1": "727897471807",
+                    "eu-central-1": "763104351884",
+                    "eu-central-2": "380420809688",
+                    "eu-north-1": "763104351884",
+                    "eu-west-1": "763104351884",
+                    "eu-west-2": "763104351884",
+                    "eu-west-3": "763104351884",
+                    "eu-south-1": "692866216735",
+                    "eu-south-2": "503227376785",
+                    "me-south-1": "217643126080",
+                    "sa-east-1": "763104351884",
+                    "us-east-1": "763104351884",
+                    "us-east-2": "763104351884",
+                    "us-gov-east-1": "446045086412",
+                    "us-gov-west-1": "442386744353",
+                    "us-iso-east-1": "886529160074",
+                    "us-isob-east-1": "094389454867",
+                    "us-west-1": "763104351884",
+                    "us-west-2": "763104351884",
+                    "ca-west-1": "204538143572"
+                },
+                "repository": "pytorch-training"
             }
         }
     }
-}
\ No newline at end of file
+}
diff --git a/tests/unit/test_fw_utils.py b/tests/unit/test_fw_utils.py
index 4600785159..ae4cfe8ab5 100644
--- a/tests/unit/test_fw_utils.py
+++ b/tests/unit/test_fw_utils.py
@@ -998,6 +998,7 @@ def test_validate_pytorchddp_not_raises():
         "2.0.0",
         "2.0.1",
         "2.1.0",
+        "2.2.0",
     ]
     for framework_version in pytorchddp_supported_fw_versions:
         fw_utils.validate_pytorch_distribution(
@@ -1060,7 +1061,7 @@ def test_validate_torch_distributed_not_raises():
 
     # Case 3: Distribution is torch_distributed enabled, supported framework and instances
     torch_distributed_enabled = {"torch_distributed": {"enabled": True}}
-    torch_distributed_gpu_supported_fw_versions = ["1.13.1", "2.0.0", "2.0.1", "2.1.0"]
+    torch_distributed_gpu_supported_fw_versions = ["1.13.1", "2.0.0", "2.0.1", "2.1.0", "2.2.0"]
     for framework_version in torch_distributed_gpu_supported_fw_versions:
         fw_utils.validate_torch_distributed_distribution(
             instance_type="ml.p3.8xlarge",
diff --git a/tests/unit/test_utils.py b/tests/unit/test_utils.py
index 8488a8308e..b5376d3556 100644
--- a/tests/unit/test_utils.py
+++ b/tests/unit/test_utils.py
@@ -384,6 +384,8 @@ def test_set_nested_value():
 
 
 def test_get_short_version():
+    assert sagemaker.utils.get_short_version("2.2.0") == "2.2"
+    assert sagemaker.utils.get_short_version("2.2") == "2.2"
     assert sagemaker.utils.get_short_version("2.1.0") == "2.1"
     assert sagemaker.utils.get_short_version("2.1") == "2.1"
     assert sagemaker.utils.get_short_version("2.0.1") == "2.0"