add TEI 1.8.2 (#5305)

* add TEI 1.8.2

* add test

Author: sirutBuasai

src/sagemaker/image_uri_config/huggingface-tei-cpu.json

@@ -244,7 +244,54 @@
                 "container_version": {
                     "cpu": "ubuntu22.04"
                 }
+            },
+            "1.8.2":{
+                "py_versions": [
+                    "py310"
+                ],
+                "registries": {
+                    "af-south-1": "510948584623",
+                    "ap-east-1": "651117190479",
+                    "ap-northeast-1": "354813040037",
+                    "ap-northeast-2": "366743142698",
+                    "ap-northeast-3": "867004704886",
+                    "ap-south-1": "720646828776",
+                    "ap-south-2": "628508329040",
+                    "ap-southeast-1": "121021644041",
+                    "ap-southeast-2": "783357654285",
+                    "ap-southeast-3": "951798379941",
+                    "ap-southeast-4": "106583098589",
+                    "ca-central-1": "341280168497",
+                    "ca-west-1": "190319476487",
+                    "cn-north-1": "450853457545",
+                    "cn-northwest-1": "451049120500",
+                    "eu-central-1": "492215442770",
+                    "eu-central-2": "680994064768",
+                    "eu-north-1": "662702820516",
+                    "eu-south-1": "978288397137",
+                    "eu-south-2": "104374241257",
+                    "eu-west-1": "141502667606",
+                    "eu-west-2": "764974769150",
+                    "eu-west-3": "659782779980",
+                    "il-central-1": "898809789911",
+                    "me-central-1": "272398656194",
+                    "me-south-1": "801668240914",
+                    "sa-east-1": "737474898029",
+                    "us-east-1": "683313688378",
+                    "us-east-2": "257758044811",
+                    "us-gov-east-1": "237065988967",
+                    "us-gov-west-1": "414596584902",
+                    "us-iso-east-1": "833128469047",
+                    "us-isob-east-1": "281123927165",
+                    "us-west-1": "746614075791",
+                    "us-west-2": "246618743249"
+                },
+                "tag_prefix": "2.0.1-tei1.8.2",
+                "repository": "tei-cpu",
+                "container_version": {
+                    "cpu": "ubuntu22.04"
+                }
             }
         }
     }
-}
+}

src/sagemaker/image_uri_config/huggingface-tei.json

@@ -244,7 +244,54 @@
                 "container_version": {
                     "gpu": "cu122-ubuntu22.04"
                 }
+            },
+            "1.8.2": {
+                "py_versions": [
+                    "py310"
+                ],
+                "registries": {
+                    "af-south-1": "510948584623",
+                    "ap-east-1": "651117190479",
+                    "ap-northeast-1": "354813040037",
+                    "ap-northeast-2": "366743142698",
+                    "ap-northeast-3": "867004704886",
+                    "ap-south-1": "720646828776",
+                    "ap-south-2": "628508329040",
+                    "ap-southeast-1": "121021644041",
+                    "ap-southeast-2": "783357654285",
+                    "ap-southeast-3": "951798379941",
+                    "ap-southeast-4": "106583098589",
+                    "ca-central-1": "341280168497",
+                    "ca-west-1": "190319476487",
+                    "cn-north-1": "450853457545",
+                    "cn-northwest-1": "451049120500",
+                    "eu-central-1": "492215442770",
+                    "eu-central-2": "680994064768",
+                    "eu-north-1": "662702820516",
+                    "eu-south-1": "978288397137",
+                    "eu-south-2": "104374241257",
+                    "eu-west-1": "141502667606",
+                    "eu-west-2": "764974769150",
+                    "eu-west-3": "659782779980",
+                    "il-central-1": "898809789911",
+                    "me-central-1": "272398656194",
+                    "me-south-1": "801668240914",
+                    "sa-east-1": "737474898029",
+                    "us-east-1": "683313688378",
+                    "us-east-2": "257758044811",
+                    "us-gov-east-1": "237065988967",
+                    "us-gov-west-1": "414596584902",
+                    "us-iso-east-1": "833128469047",
+                    "us-isob-east-1": "281123927165",
+                    "us-west-1": "746614075791",
+                    "us-west-2": "246618743249"
+                },
+                "tag_prefix": "2.0.1-tei1.8.2",
+                "repository": "tei",
+                "container_version": {
+                    "gpu": "cu122-ubuntu22.04"
+                }
             }
         }
     }
-}
+}

tests/unit/sagemaker/image_uris/test_huggingface_llm.py

@@ -26,13 +26,15 @@
         "1.6.0": "2.0.1-tei1.6.0-gpu-py310-cu122-ubuntu22.04",
         "1.7.0": "2.0.1-tei1.7.0-gpu-py310-cu122-ubuntu22.04",
         "1.8.0": "2.0.1-tei1.8.0-gpu-py310-cu122-ubuntu22.04",
+        "1.8.2": "2.0.1-tei1.8.2-gpu-py310-cu122-ubuntu22.04",
     },
     "cpu": {
         "1.2.3": "2.0.1-tei1.2.3-cpu-py310-ubuntu22.04",
         "1.4.0": "2.0.1-tei1.4.0-cpu-py310-ubuntu22.04",
         "1.6.0": "2.0.1-tei1.6.0-cpu-py310-ubuntu22.04",
         "1.7.0": "2.0.1-tei1.7.0-cpu-py310-ubuntu22.04",
         "1.8.0": "2.0.1-tei1.8.0-cpu-py310-ubuntu22.04",
+        "1.8.2": "2.0.1-tei1.8.2-cpu-py310-ubuntu22.04",
     },
 }
 HF_VERSIONS_MAPPING = {