support TF2.12

Author: tejaschumbalkar

src/sagemaker/image_uri_config/tensorflow.json

@@ -2021,7 +2021,8 @@
             "2.8": "2.8.0",
             "2.9": "2.9.2",
             "2.10": "2.10.1",
-            "2.11": "2.11.0"
+            "2.11": "2.11.0",
+            "2.12": "2.12.0"
         },
         "versions": {
             "1.10.0": {
@@ -3755,6 +3756,37 @@
                     "us-west-2": "763104351884"
                 },
                 "repository": "tensorflow-training"
+            },
+            "2.12.0": {
+                "py_versions": [
+                    "py39"
+                ],
+                "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",
+                    "ap-southeast-4": "457447274322",
+                    "ca-central-1": "763104351884",
+                    "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-west-1": "763104351884",
+                    "us-west-2": "763104351884"
+                },
+                "repository": "tensorflow-training"
             }
         }
     }

src/sagemaker/image_uris.py

@@ -373,9 +373,13 @@ def _validate_instance_deprecation(framework, instance_type, version):
         framework == "pytorch"
         and _get_instance_type_family(instance_type) == "p2"
         and Version(version) >= Version("1.13")
+    ) or (
+        framework == "tensorflow"
+        and _get_instance_type_family(instance_type) == "p2"
+        and Version(version) >= Version("2.12")
     ):
         raise ValueError(
-            "P2 instances have been deprecated for sagemaker jobs with PyTorch 1.13 and above. "
+            "P2 instances have been deprecated for sagemaker jobs starting PyTorch 1.13 and TensorFlow 2.12"
             "For information about supported instance types please refer to "
             "https://aws.amazon.com/sagemaker/pricing/"
         )