chore: release TGI 2.0.0 (aws#4593)

Author: haixiw

src/sagemaker/image_uri_config/huggingface-llm.json

@@ -11,7 +11,8 @@
             "1.1": "1.1.0",
             "1.2": "1.2.0",
             "1.3": "1.3.3",
-            "1.4": "1.4.5"
+            "1.4": "1.4.5",
+            "2.0": "2.0.0"
         },
         "versions": {
             "0.6.0": {
@@ -530,6 +531,53 @@
                 "container_version": {
                     "gpu": "cu121-ubuntu22.04"
                 }
+            },
+            "2.0.0": {
+                "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",
+                    "me-central-1": "914824155844",
+                    "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"
+                },
+                "tag_prefix": "2.1.1-tgi2.0.0",
+                "repository": "huggingface-pytorch-tgi-inference",
+                "container_version": {
+                    "gpu": "cu121-ubuntu22.04"
+                }
             }
         }
     }

tests/unit/sagemaker/image_uris/test_huggingface_llm.py

@@ -31,6 +31,7 @@
         "1.4.0": "2.1.1-tgi1.4.0-gpu-py310-cu121-ubuntu20.04",
         "1.4.2": "2.1.1-tgi1.4.2-gpu-py310-cu121-ubuntu22.04",
         "1.4.5": "2.1.1-tgi1.4.5-gpu-py310-cu121-ubuntu22.04",
+        "2.0.0": "2.1.1-tgi2.0.0-gpu-py310-cu121-ubuntu22.04",
     },
     "inf2": {
         "0.0.16": "1.13.1-optimum0.0.16-neuronx-py310-ubuntu22.04",