diff --git a/src/sagemaker/fw_utils.py b/src/sagemaker/fw_utils.py
index 0a217388f6..f5547b50bd 100644
--- a/src/sagemaker/fw_utils.py
+++ b/src/sagemaker/fw_utils.py
@@ -123,6 +123,7 @@
         "1.11.0",
         "1.12",
         "1.12.0",
+        "1.12.1",
     ],
 }
 
@@ -134,6 +135,7 @@
     "1.11.0",
     "1.12",
     "1.12.0",
+    "1.12.1",
 ]
 
 
diff --git a/src/sagemaker/image_uri_config/pytorch.json b/src/sagemaker/image_uri_config/pytorch.json
index 74127a1fda..3bf8016ba8 100644
--- a/src/sagemaker/image_uri_config/pytorch.json
+++ b/src/sagemaker/image_uri_config/pytorch.json
@@ -68,7 +68,7 @@
             "1.9": "1.9.1",
             "1.10": "1.10.2",
             "1.11": "1.11.0",
-            "1.12": "1.12.0"
+            "1.12": "1.12.1"
         },
         "versions": {
             "0.4.0": {
@@ -651,6 +651,40 @@
                     "us-west-2": "763104351884"
                 },
                 "repository": "pytorch-inference"
+            },
+            "1.12.1": {
+                "py_versions": [
+                    "py38"
+                ],
+                "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",
+                    "ap-southeast-3": "907027046896",
+                    "ca-central-1": "763104351884",
+                    "cn-north-1": "727897471807",
+                    "cn-northwest-1": "727897471807",
+                    "eu-central-1": "763104351884",
+                    "eu-north-1": "763104351884",
+                    "eu-west-1": "763104351884",
+                    "eu-west-2": "763104351884",
+                    "eu-west-3": "763104351884",
+                    "eu-south-1": "692866216735",
+                    "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": "pytorch-inference"
             }
         }
     },
@@ -718,7 +752,7 @@
             "1.9": "1.9.1",
             "1.10": "1.10.2",
             "1.11": "1.11.0",
-            "1.12": "1.12.0"
+            "1.12": "1.12.1"
         },
         "versions": {
             "0.4.0": {
@@ -1302,6 +1336,40 @@
                     "us-west-2": "763104351884"
                 },
                 "repository": "pytorch-training"
+            },
+            "1.12.1": {
+                "py_versions": [
+                    "py38"
+                ],
+                "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",
+                    "ap-southeast-3": "907027046896",
+                    "ca-central-1": "763104351884",
+                    "cn-north-1": "727897471807",
+                    "cn-northwest-1": "727897471807",
+                    "eu-central-1": "763104351884",
+                    "eu-north-1": "763104351884",
+                    "eu-west-1": "763104351884",
+                    "eu-west-2": "763104351884",
+                    "eu-west-3": "763104351884",
+                    "eu-south-1": "692866216735",
+                    "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": "pytorch-training"
             }
         }
     }
diff --git a/tests/scripts/run-notebook-test.sh b/tests/scripts/run-notebook-test.sh
index 528961c338..0407a857f4 100755
--- a/tests/scripts/run-notebook-test.sh
+++ b/tests/scripts/run-notebook-test.sh
@@ -119,6 +119,7 @@ echo "set SAGEMAKER_ROLE_ARN=$SAGEMAKER_ROLE_ARN"
 --region us-west-2 \
 --lifecycle-config-name $LIFECYCLE_CONFIG_NAME \
 --notebook-instance-role-arn $SAGEMAKER_ROLE_ARN \
+--platformIdentifier notebook-al2-v2 \
 ./amazon-sagemaker-examples/sagemaker_processing/spark_distributed_data_processing/sagemaker-spark-processing.ipynb \
 ./amazon-sagemaker-examples/advanced_functionality/kmeans_bring_your_own_model/kmeans_bring_your_own_model.ipynb \
 ./amazon-sagemaker-examples/advanced_functionality/tensorflow_iris_byom/tensorflow_BYOM_iris.ipynb \
diff --git a/tests/unit/test_fw_utils.py b/tests/unit/test_fw_utils.py
index 438c0a6595..204dd3737e 100644
--- a/tests/unit/test_fw_utils.py
+++ b/tests/unit/test_fw_utils.py
@@ -864,6 +864,7 @@ def test_validate_smdataparallel_args_not_raises():
         ("ml.p3.16xlarge", "pytorch", "1.11.0", "py38", smdataparallel_enabled),
         ("ml.p3.16xlarge", "pytorch", "1.11", "py38", smdataparallel_enabled),
         ("ml.p3.16xlarge", "pytorch", "1.12.0", "py38", smdataparallel_enabled),
+        ("ml.p3.16xlarge", "pytorch", "1.12.1", "py38", smdataparallel_enabled),
         ("ml.p3.16xlarge", "pytorch", "1.12", "py38", smdataparallel_enabled),
         ("ml.p3.16xlarge", "tensorflow", "2.4.1", "py3", smdataparallel_enabled_custom_mpi),
         ("ml.p3.16xlarge", "tensorflow", "2.4.1", "py37", smdataparallel_enabled_custom_mpi),
@@ -882,6 +883,7 @@ def test_validate_smdataparallel_args_not_raises():
         ("ml.p3.16xlarge", "pytorch", "1.10.2", "py38", smdataparallel_enabled_custom_mpi),
         ("ml.p3.16xlarge", "pytorch", "1.11.0", "py38", smdataparallel_enabled_custom_mpi),
         ("ml.p3.16xlarge", "pytorch", "1.12.0", "py38", smdataparallel_enabled_custom_mpi),
+        ("ml.p3.16xlarge", "pytorch", "1.12.1", "py38", smdataparallel_enabled_custom_mpi),
     ]
     for instance_type, framework_name, framework_version, py_version, distribution in good_args:
         fw_utils._validate_smdataparallel_args(
@@ -917,6 +919,7 @@ def test_validate_pytorchddp_not_raises():
         "1.11.0",
         "1.12",
         "1.12.0",
+        "1.12.1",
     ]
     for framework_version in pytorchddp_supported_fw_versions:
         fw_utils.validate_pytorch_distribution(