change: HuggingFace PT Neuronx release in SDK (#4237)

Author: haixiw

src/sagemaker/image_uri_config/huggingface-neuronx.json

@@ -94,6 +94,49 @@
                     "container_version": {"inf": "ubuntu20.04"},
                     "sdk_versions": ["sdk2.9.1"]
                 }
+            },
+            "4.34.1": {
+                "version_aliases": {"pytorch1.13": "pytorch1.13.1"},
+                "pytorch1.13.1": {
+                    "py_versions": ["py310"],
+                    "repository": "huggingface-pytorch-inference-neuronx",
+                    "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-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"
+                    },
+                    "container_version": {"inf": "ubuntu20.04"},
+                    "sdk_versions": ["sdk2.15.0"]
+                }
             }
         }
     }

tests/conftest.py

@@ -441,12 +441,12 @@ def huggingface_neuron_latest_inference_transformer_version():
 
 @pytest.fixture(scope="module")
 def huggingface_neuronx_latest_inference_transformer_version():
-    return "4.28"
+    return "4.34.1"
 
 
 @pytest.fixture(scope="module")
 def huggingface_neuronx_latest_training_transformer_version():
-    return "4.28"
+    return "4.34.1"
 
 
 @pytest.fixture(scope="module")
@@ -456,7 +456,7 @@ def huggingface_neuron_latest_inference_py_version():
 
 @pytest.fixture(scope="module")
 def huggingface_neuronx_latest_inference_py_version():
-    return "py38"
+    return "py310"
 
 
 @pytest.fixture(scope="module")