Amazon SageMaker Service Update: This release introduces a new optional parameter: InferenceAmiVersion, in ProductionVariant.

Author: AWS

.changes/next-release/feature-AmazonSageMakerService-64af295.json

@@ -0,0 +1,6 @@
+{
+    "type": "feature",
+    "category": "Amazon SageMaker Service",
+    "contributor": "",
+    "description": "This release introduces a new optional parameter: InferenceAmiVersion, in ProductionVariant."
+}

services/sagemaker/src/main/resources/codegen-resources/service-2.json

@@ -9703,7 +9703,7 @@
         },
         "ModelCard":{
           "shape":"ModelPackageModelCard",
-          "documentation":"<p>The model card associated with the model package. Since <code>ModelPackageModelCard</code> is tied to a model package, it is a specific usage of a model card and its schema is simplified compared to the schema of <code>ModelCard</code>. The <code>ModelPackageModelCard</code> schema does not include <code>model_package_details</code>, and <code>model_overview</code> is composed of the <code>model_creator</code> and <code>model_artifact</code> properties. For more information about the model card associated with the model package, see <a href=\"https://docs.aws.amazon.com/sagemaker/latest/dg/model-registry-details.html\">View the Details of a Model Version</a>.</p>"
+          "documentation":"<p>The model card associated with the model package. Since <code>ModelPackageModelCard</code> is tied to a model package, it is a specific usage of a model card and its schema is simplified compared to the schema of <code>ModelCard</code>. The <code>ModelPackageModelCard</code> schema does not include <code>model_package_details</code>, and <code>model_overview</code> is composed of the <code>model_creator</code> and <code>model_artifact</code> properties. For more information about the model package model card schema, see <a href=\"https://docs.aws.amazon.com/sagemaker/latest/dg/model-registry-details.html#model-card-schema\">Model package model card schema</a>. For more information about the model card associated with the model package, see <a href=\"https://docs.aws.amazon.com/sagemaker/latest/dg/model-registry-details.html\">View the Details of a Model Version</a>.</p>"
         }
       }
     },
@@ -14974,7 +14974,7 @@
         },
         "ModelCard":{
           "shape":"ModelPackageModelCard",
-          "documentation":"<p>The model card associated with the model package. Since <code>ModelPackageModelCard</code> is tied to a model package, it is a specific usage of a model card and its schema is simplified compared to the schema of <code>ModelCard</code>. The <code>ModelPackageModelCard</code> schema does not include <code>model_package_details</code>, and <code>model_overview</code> is composed of the <code>model_creator</code> and <code>model_artifact</code> properties. For more information about the model card associated with the model package, see <a href=\"https://docs.aws.amazon.com/sagemaker/latest/dg/model-registry-details.html\">View the Details of a Model Version</a>.</p>"
+          "documentation":"<p>The model card associated with the model package. Since <code>ModelPackageModelCard</code> is tied to a model package, it is a specific usage of a model card and its schema is simplified compared to the schema of <code>ModelCard</code>. The <code>ModelPackageModelCard</code> schema does not include <code>model_package_details</code>, and <code>model_overview</code> is composed of the <code>model_creator</code> and <code>model_artifact</code> properties. For more information about the model package model card schema, see <a href=\"https://docs.aws.amazon.com/sagemaker/latest/dg/model-registry-details.html#model-card-schema\">Model package model card schema</a>. For more information about the model card associated with the model package, see <a href=\"https://docs.aws.amazon.com/sagemaker/latest/dg/model-registry-details.html\">View the Details of a Model Version</a>.</p>"
         }
       }
     },
@@ -27306,14 +27306,14 @@
       "members":{
         "ModelCardContent":{
           "shape":"ModelCardContent",
-          "documentation":"<p>The content of the model card.</p>"
+          "documentation":"<p>The content of the model card. The content must follow the schema described in <a href=\"https://docs.aws.amazon.com/sagemaker/latest/dg/model-registry-details.html#model-card-schema\">Model Package Model Card Schema</a>.</p>"
         },
         "ModelCardStatus":{
           "shape":"ModelCardStatus",
           "documentation":"<p>The approval status of the model card within your organization. Different organizations might have different criteria for model card review and approval.</p> <ul> <li> <p> <code>Draft</code>: The model card is a work in progress.</p> </li> <li> <p> <code>PendingReview</code>: The model card is pending review.</p> </li> <li> <p> <code>Approved</code>: The model card is approved.</p> </li> <li> <p> <code>Archived</code>: The model card is archived. No more updates can be made to the model card content. If you try to update the model card content, you will receive the message <code>Model Card is in Archived state</code>.</p> </li> </ul>"
         }
       },
-      "documentation":"<p>The model card associated with the model package. Since <code>ModelPackageModelCard</code> is tied to a model package, it is a specific usage of a model card and its schema is simplified compared to the schema of <code>ModelCard</code>. The <code>ModelPackageModelCard</code> schema does not include <code>model_package_details</code>, and <code>model_overview</code> is composed of the <code>model_creator</code> and <code>model_artifact</code> properties. For more information about the model card associated with the model package, see <a href=\"https://docs.aws.amazon.com/sagemaker/latest/dg/model-registry-details.html\">View the Details of a Model Version</a>.</p>"
+      "documentation":"<p>The model card associated with the model package. Since <code>ModelPackageModelCard</code> is tied to a model package, it is a specific usage of a model card and its schema is simplified compared to the schema of <code>ModelCard</code>. The <code>ModelPackageModelCard</code> schema does not include <code>model_package_details</code>, and <code>model_overview</code> is composed of the <code>model_creator</code> and <code>model_artifact</code> properties. For more information about the model package model card schema, see <a href=\"https://docs.aws.amazon.com/sagemaker/latest/dg/model-registry-details.html#model-card-schema\">Model package model card schema</a>. For more information about the model card associated with the model package, see <a href=\"https://docs.aws.amazon.com/sagemaker/latest/dg/model-registry-details.html\">View the Details of a Model Version</a>.</p>"
     },
     "ModelPackageSecurityConfig":{
       "type":"structure",
@@ -30383,6 +30383,10 @@
         "RoutingConfig":{
           "shape":"ProductionVariantRoutingConfig",
           "documentation":"<p>Settings that control how the endpoint routes incoming traffic to the instances that the endpoint hosts.</p>"
+        },
+        "InferenceAmiVersion":{
+          "shape":"ProductionVariantInferenceAmiVersion",
+          "documentation":"<p>Specifies an option from a collection of preconfigured Amazon Machine Image (AMI) images. Each image is configured by Amazon Web Services with a set of software and driver versions. Amazon Web Services optimizes these configurations for different machine learning workloads.</p> <p>By selecting an AMI version, you can ensure that your inference environment is compatible with specific software requirements, such as CUDA driver versions, Linux kernel versions, or Amazon Web Services Neuron driver versions.</p>"
         }
       },
       "documentation":"<p> Identifies a model that you want to host and the resources chosen to deploy for hosting it. If you are deploying multiple models, tell SageMaker how to distribute traffic among the models by specifying variant weights. For more information on production variants, check <a href=\"https://docs.aws.amazon.com/sagemaker/latest/dg/model-ab-testing.html\"> Production variants</a>. </p>"
@@ -30418,6 +30422,10 @@
       },
       "documentation":"<p>Specifies configuration for a core dump from the model container when the process crashes.</p>"
     },
+    "ProductionVariantInferenceAmiVersion":{
+      "type":"string",
+      "enum":["al2-ami-sagemaker-inference-gpu-2"]
+    },
     "ProductionVariantInstanceType":{
       "type":"string",
       "enum":[
@@ -36858,7 +36866,7 @@
         },
         "ModelCard":{
           "shape":"ModelPackageModelCard",
-          "documentation":"<p>The model card associated with the model package. Since <code>ModelPackageModelCard</code> is tied to a model package, it is a specific usage of a model card and its schema is simplified compared to the schema of <code>ModelCard</code>. The <code>ModelPackageModelCard</code> schema does not include <code>model_package_details</code>, and <code>model_overview</code> is composed of the <code>model_creator</code> and <code>model_artifact</code> properties. For more information about the model card associated with the model package, see <a href=\"https://docs.aws.amazon.com/sagemaker/latest/dg/model-registry-details.html\">View the Details of a Model Version</a>.</p>"
+          "documentation":"<p>The model card associated with the model package. Since <code>ModelPackageModelCard</code> is tied to a model package, it is a specific usage of a model card and its schema is simplified compared to the schema of <code>ModelCard</code>. The <code>ModelPackageModelCard</code> schema does not include <code>model_package_details</code>, and <code>model_overview</code> is composed of the <code>model_creator</code> and <code>model_artifact</code> properties. For more information about the model package model card schema, see <a href=\"https://docs.aws.amazon.com/sagemaker/latest/dg/model-registry-details.html#model-card-schema\">Model package model card schema</a>. For more information about the model card associated with the model package, see <a href=\"https://docs.aws.amazon.com/sagemaker/latest/dg/model-registry-details.html\">View the Details of a Model Version</a>.</p>"
         }
       }
     },
@@ -37725,7 +37733,7 @@
     "VpcOnlyTrustedAccounts":{
       "type":"list",
       "member":{"shape":"AccountId"},
-      "max":10
+      "max":20
     },
     "VpcSecurityGroupIds":{
       "type":"list",