import type { MetadataBearer as __MetadataBearer } from "@smithy/types"; import type { CreateEndpointConfigInput, CreateEndpointConfigOutput } from "../models/models_1"; /** * @public */ export type { __MetadataBearer }; /** * @public * * The input for {@link CreateEndpointConfigCommand}. */ export interface CreateEndpointConfigCommandInput extends CreateEndpointConfigInput { } /** * @public * * The output of {@link CreateEndpointConfigCommand}. */ export interface CreateEndpointConfigCommandOutput extends CreateEndpointConfigOutput, __MetadataBearer { } declare const CreateEndpointConfigCommand_base: { new (input: CreateEndpointConfigCommandInput): import("@smithy/core/client").CommandImpl; new (input: CreateEndpointConfigCommandInput): import("@smithy/core/client").CommandImpl; getEndpointParameterInstructions(): import("@smithy/types").EndpointParameterInstructions; }; /** *

Creates an endpoint configuration that SageMaker hosting services uses to deploy models. In the configuration, you identify one or more models, created using the CreateModel API, to deploy and the resources that you want SageMaker to provision. Then you call the CreateEndpoint API.

Use this API if you want to use SageMaker hosting services to deploy models into production.

In the request, you define a ProductionVariant, for each model that you want to deploy. Each ProductionVariant parameter also describes the resources that you want SageMaker to provision. This includes the number and type of ML compute instances to deploy.

If you are hosting multiple models, you also assign a VariantWeight to specify how much traffic you want to allocate to each model. For example, suppose that you want to host two models, A and B, and you assign traffic weight 2 for model A and 1 for model B. SageMaker distributes two-thirds of the traffic to Model A, and one-third to model B.

When you call CreateEndpoint, a load call is made to DynamoDB to verify that your endpoint configuration exists. When you read data from a DynamoDB table supporting Eventually Consistent Reads , the response might not reflect the results of a recently completed write operation. The response might include some stale data. If the dependent entities are not yet in DynamoDB, this causes a validation error. If you repeat your read request after a short time, the response should return the latest data. So retry logic is recommended to handle these possible issues. We also recommend that customers call DescribeEndpointConfig before calling CreateEndpoint to minimize the potential impact of a DynamoDB eventually consistent read.

* @example * Use a bare-bones client and the command you need to make an API call. * ```javascript * import { SageMakerClient, CreateEndpointConfigCommand } from "@aws-sdk/client-sagemaker"; // ES Modules import * // const { SageMakerClient, CreateEndpointConfigCommand } = require("@aws-sdk/client-sagemaker"); // CommonJS import * // import type { SageMakerClientConfig } from "@aws-sdk/client-sagemaker"; * const config = {}; // type is SageMakerClientConfig * const client = new SageMakerClient(config); * const input = { // CreateEndpointConfigInput * EndpointConfigName: "STRING_VALUE", // required * ProductionVariants: [ // ProductionVariantList // required * { // ProductionVariant * VariantName: "STRING_VALUE", // required * ModelName: "STRING_VALUE", * InitialInstanceCount: Number("int"), * InstanceType: "ml.t2.medium" || "ml.t2.large" || "ml.t2.xlarge" || "ml.t2.2xlarge" || "ml.m4.xlarge" || "ml.m4.2xlarge" || "ml.m4.4xlarge" || "ml.m4.10xlarge" || "ml.m4.16xlarge" || "ml.m5.large" || "ml.m5.xlarge" || "ml.m5.2xlarge" || "ml.m5.4xlarge" || "ml.m5.12xlarge" || "ml.m5.24xlarge" || "ml.m5d.large" || "ml.m5d.xlarge" || "ml.m5d.2xlarge" || "ml.m5d.4xlarge" || "ml.m5d.12xlarge" || "ml.m5d.24xlarge" || "ml.c4.large" || "ml.c4.xlarge" || "ml.c4.2xlarge" || "ml.c4.4xlarge" || "ml.c4.8xlarge" || "ml.p2.xlarge" || "ml.p2.8xlarge" || "ml.p2.16xlarge" || "ml.p3.2xlarge" || "ml.p3.8xlarge" || "ml.p3.16xlarge" || "ml.c5.large" || "ml.c5.xlarge" || "ml.c5.2xlarge" || "ml.c5.4xlarge" || "ml.c5.9xlarge" || "ml.c5.18xlarge" || "ml.c5d.large" || "ml.c5d.xlarge" || "ml.c5d.2xlarge" || "ml.c5d.4xlarge" || "ml.c5d.9xlarge" || "ml.c5d.18xlarge" || "ml.g4dn.xlarge" || "ml.g4dn.2xlarge" || "ml.g4dn.4xlarge" || "ml.g4dn.8xlarge" || "ml.g4dn.12xlarge" || "ml.g4dn.16xlarge" || "ml.r5.large" || "ml.r5.xlarge" || "ml.r5.2xlarge" || "ml.r5.4xlarge" || "ml.r5.12xlarge" || "ml.r5.24xlarge" || "ml.r5d.large" || "ml.r5d.xlarge" || "ml.r5d.2xlarge" || "ml.r5d.4xlarge" || "ml.r5d.12xlarge" || "ml.r5d.24xlarge" || "ml.inf1.xlarge" || "ml.inf1.2xlarge" || "ml.inf1.6xlarge" || "ml.inf1.24xlarge" || "ml.dl1.24xlarge" || "ml.c6i.large" || "ml.c6i.xlarge" || "ml.c6i.2xlarge" || "ml.c6i.4xlarge" || "ml.c6i.8xlarge" || "ml.c6i.12xlarge" || "ml.c6i.16xlarge" || "ml.c6i.24xlarge" || "ml.c6i.32xlarge" || "ml.m6i.large" || "ml.m6i.xlarge" || "ml.m6i.2xlarge" || "ml.m6i.4xlarge" || "ml.m6i.8xlarge" || "ml.m6i.12xlarge" || "ml.m6i.16xlarge" || "ml.m6i.24xlarge" || "ml.m6i.32xlarge" || "ml.r6i.large" || "ml.r6i.xlarge" || "ml.r6i.2xlarge" || "ml.r6i.4xlarge" || "ml.r6i.8xlarge" || "ml.r6i.12xlarge" || "ml.r6i.16xlarge" || "ml.r6i.24xlarge" || "ml.r6i.32xlarge" || "ml.g5.xlarge" || "ml.g5.2xlarge" || "ml.g5.4xlarge" || "ml.g5.8xlarge" || "ml.g5.12xlarge" || "ml.g5.16xlarge" || "ml.g5.24xlarge" || "ml.g5.48xlarge" || "ml.g6.xlarge" || "ml.g6.2xlarge" || "ml.g6.4xlarge" || "ml.g6.8xlarge" || "ml.g6.12xlarge" || "ml.g6.16xlarge" || "ml.g6.24xlarge" || "ml.g6.48xlarge" || "ml.r8g.medium" || "ml.r8g.large" || "ml.r8g.xlarge" || "ml.r8g.2xlarge" || "ml.r8g.4xlarge" || "ml.r8g.8xlarge" || "ml.r8g.12xlarge" || "ml.r8g.16xlarge" || "ml.r8g.24xlarge" || "ml.r8g.48xlarge" || "ml.g6e.xlarge" || "ml.g6e.2xlarge" || "ml.g6e.4xlarge" || "ml.g6e.8xlarge" || "ml.g6e.12xlarge" || "ml.g6e.16xlarge" || "ml.g6e.24xlarge" || "ml.g6e.48xlarge" || "ml.g7e.2xlarge" || "ml.g7e.4xlarge" || "ml.g7e.8xlarge" || "ml.g7e.12xlarge" || "ml.g7e.24xlarge" || "ml.g7e.48xlarge" || "ml.g7.2xlarge" || "ml.g7.4xlarge" || "ml.g7.8xlarge" || "ml.g7.12xlarge" || "ml.g7.24xlarge" || "ml.g7.48xlarge" || "ml.p4d.24xlarge" || "ml.c7g.large" || "ml.c7g.xlarge" || "ml.c7g.2xlarge" || "ml.c7g.4xlarge" || "ml.c7g.8xlarge" || "ml.c7g.12xlarge" || "ml.c7g.16xlarge" || "ml.m6g.large" || "ml.m6g.xlarge" || "ml.m6g.2xlarge" || "ml.m6g.4xlarge" || "ml.m6g.8xlarge" || "ml.m6g.12xlarge" || "ml.m6g.16xlarge" || "ml.m6gd.large" || "ml.m6gd.xlarge" || "ml.m6gd.2xlarge" || "ml.m6gd.4xlarge" || "ml.m6gd.8xlarge" || "ml.m6gd.12xlarge" || "ml.m6gd.16xlarge" || "ml.c6g.large" || "ml.c6g.xlarge" || "ml.c6g.2xlarge" || "ml.c6g.4xlarge" || "ml.c6g.8xlarge" || "ml.c6g.12xlarge" || "ml.c6g.16xlarge" || "ml.c6gd.large" || "ml.c6gd.xlarge" || "ml.c6gd.2xlarge" || "ml.c6gd.4xlarge" || "ml.c6gd.8xlarge" || "ml.c6gd.12xlarge" || "ml.c6gd.16xlarge" || "ml.c6gn.large" || "ml.c6gn.xlarge" || "ml.c6gn.2xlarge" || "ml.c6gn.4xlarge" || "ml.c6gn.8xlarge" || "ml.c6gn.12xlarge" || "ml.c6gn.16xlarge" || "ml.r6g.large" || "ml.r6g.xlarge" || "ml.r6g.2xlarge" || "ml.r6g.4xlarge" || "ml.r6g.8xlarge" || "ml.r6g.12xlarge" || "ml.r6g.16xlarge" || "ml.r6gd.large" || "ml.r6gd.xlarge" || "ml.r6gd.2xlarge" || "ml.r6gd.4xlarge" || "ml.r6gd.8xlarge" || "ml.r6gd.12xlarge" || "ml.r6gd.16xlarge" || "ml.p4de.24xlarge" || "ml.trn1.2xlarge" || "ml.trn1.32xlarge" || "ml.trn1n.32xlarge" || "ml.trn2.48xlarge" || "ml.inf2.xlarge" || "ml.inf2.8xlarge" || "ml.inf2.24xlarge" || "ml.inf2.48xlarge" || "ml.p5.48xlarge" || "ml.p5e.48xlarge" || "ml.p5en.48xlarge" || "ml.m7i.large" || "ml.m7i.xlarge" || "ml.m7i.2xlarge" || "ml.m7i.4xlarge" || "ml.m7i.8xlarge" || "ml.m7i.12xlarge" || "ml.m7i.16xlarge" || "ml.m7i.24xlarge" || "ml.m7i.48xlarge" || "ml.c7i.large" || "ml.c7i.xlarge" || "ml.c7i.2xlarge" || "ml.c7i.4xlarge" || "ml.c7i.8xlarge" || "ml.c7i.12xlarge" || "ml.c7i.16xlarge" || "ml.c7i.24xlarge" || "ml.c7i.48xlarge" || "ml.r7i.large" || "ml.r7i.xlarge" || "ml.r7i.2xlarge" || "ml.r7i.4xlarge" || "ml.r7i.8xlarge" || "ml.r7i.12xlarge" || "ml.r7i.16xlarge" || "ml.r7i.24xlarge" || "ml.r7i.48xlarge" || "ml.c8g.medium" || "ml.c8g.large" || "ml.c8g.xlarge" || "ml.c8g.2xlarge" || "ml.c8g.4xlarge" || "ml.c8g.8xlarge" || "ml.c8g.12xlarge" || "ml.c8g.16xlarge" || "ml.c8g.24xlarge" || "ml.c8g.48xlarge" || "ml.r7gd.medium" || "ml.r7gd.large" || "ml.r7gd.xlarge" || "ml.r7gd.2xlarge" || "ml.r7gd.4xlarge" || "ml.r7gd.8xlarge" || "ml.r7gd.12xlarge" || "ml.r7gd.16xlarge" || "ml.m8g.medium" || "ml.m8g.large" || "ml.m8g.xlarge" || "ml.m8g.2xlarge" || "ml.m8g.4xlarge" || "ml.m8g.8xlarge" || "ml.m8g.12xlarge" || "ml.m8g.16xlarge" || "ml.m8g.24xlarge" || "ml.m8g.48xlarge" || "ml.c6in.large" || "ml.c6in.xlarge" || "ml.c6in.2xlarge" || "ml.c6in.4xlarge" || "ml.c6in.8xlarge" || "ml.c6in.12xlarge" || "ml.c6in.16xlarge" || "ml.c6in.24xlarge" || "ml.c6in.32xlarge" || "ml.p6-b200.48xlarge" || "ml.p6-b300.48xlarge" || "ml.p6e-gb200.36xlarge" || "ml.p5.4xlarge", * InstancePools: [ // InstancePoolList * { // InstancePool * InstanceType: "ml.t2.medium" || "ml.t2.large" || "ml.t2.xlarge" || "ml.t2.2xlarge" || "ml.m4.xlarge" || "ml.m4.2xlarge" || "ml.m4.4xlarge" || "ml.m4.10xlarge" || "ml.m4.16xlarge" || "ml.m5.large" || "ml.m5.xlarge" || "ml.m5.2xlarge" || "ml.m5.4xlarge" || "ml.m5.12xlarge" || "ml.m5.24xlarge" || "ml.m5d.large" || "ml.m5d.xlarge" || "ml.m5d.2xlarge" || "ml.m5d.4xlarge" || "ml.m5d.12xlarge" || "ml.m5d.24xlarge" || "ml.c4.large" || "ml.c4.xlarge" || "ml.c4.2xlarge" || "ml.c4.4xlarge" || "ml.c4.8xlarge" || "ml.p2.xlarge" || "ml.p2.8xlarge" || "ml.p2.16xlarge" || "ml.p3.2xlarge" || "ml.p3.8xlarge" || "ml.p3.16xlarge" || "ml.c5.large" || "ml.c5.xlarge" || "ml.c5.2xlarge" || "ml.c5.4xlarge" || "ml.c5.9xlarge" || "ml.c5.18xlarge" || "ml.c5d.large" || "ml.c5d.xlarge" || "ml.c5d.2xlarge" || "ml.c5d.4xlarge" || "ml.c5d.9xlarge" || "ml.c5d.18xlarge" || "ml.g4dn.xlarge" || "ml.g4dn.2xlarge" || "ml.g4dn.4xlarge" || "ml.g4dn.8xlarge" || "ml.g4dn.12xlarge" || "ml.g4dn.16xlarge" || "ml.r5.large" || "ml.r5.xlarge" || "ml.r5.2xlarge" || "ml.r5.4xlarge" || "ml.r5.12xlarge" || "ml.r5.24xlarge" || "ml.r5d.large" || "ml.r5d.xlarge" || "ml.r5d.2xlarge" || "ml.r5d.4xlarge" || "ml.r5d.12xlarge" || "ml.r5d.24xlarge" || "ml.inf1.xlarge" || "ml.inf1.2xlarge" || "ml.inf1.6xlarge" || "ml.inf1.24xlarge" || "ml.dl1.24xlarge" || "ml.c6i.large" || "ml.c6i.xlarge" || "ml.c6i.2xlarge" || "ml.c6i.4xlarge" || "ml.c6i.8xlarge" || "ml.c6i.12xlarge" || "ml.c6i.16xlarge" || "ml.c6i.24xlarge" || "ml.c6i.32xlarge" || "ml.m6i.large" || "ml.m6i.xlarge" || "ml.m6i.2xlarge" || "ml.m6i.4xlarge" || "ml.m6i.8xlarge" || "ml.m6i.12xlarge" || "ml.m6i.16xlarge" || "ml.m6i.24xlarge" || "ml.m6i.32xlarge" || "ml.r6i.large" || "ml.r6i.xlarge" || "ml.r6i.2xlarge" || "ml.r6i.4xlarge" || "ml.r6i.8xlarge" || "ml.r6i.12xlarge" || "ml.r6i.16xlarge" || "ml.r6i.24xlarge" || "ml.r6i.32xlarge" || "ml.g5.xlarge" || "ml.g5.2xlarge" || "ml.g5.4xlarge" || "ml.g5.8xlarge" || "ml.g5.12xlarge" || "ml.g5.16xlarge" || "ml.g5.24xlarge" || "ml.g5.48xlarge" || "ml.g6.xlarge" || "ml.g6.2xlarge" || "ml.g6.4xlarge" || "ml.g6.8xlarge" || "ml.g6.12xlarge" || "ml.g6.16xlarge" || "ml.g6.24xlarge" || "ml.g6.48xlarge" || "ml.r8g.medium" || "ml.r8g.large" || "ml.r8g.xlarge" || "ml.r8g.2xlarge" || "ml.r8g.4xlarge" || "ml.r8g.8xlarge" || "ml.r8g.12xlarge" || "ml.r8g.16xlarge" || "ml.r8g.24xlarge" || "ml.r8g.48xlarge" || "ml.g6e.xlarge" || "ml.g6e.2xlarge" || "ml.g6e.4xlarge" || "ml.g6e.8xlarge" || "ml.g6e.12xlarge" || "ml.g6e.16xlarge" || "ml.g6e.24xlarge" || "ml.g6e.48xlarge" || "ml.g7e.2xlarge" || "ml.g7e.4xlarge" || "ml.g7e.8xlarge" || "ml.g7e.12xlarge" || "ml.g7e.24xlarge" || "ml.g7e.48xlarge" || "ml.g7.2xlarge" || "ml.g7.4xlarge" || "ml.g7.8xlarge" || "ml.g7.12xlarge" || "ml.g7.24xlarge" || "ml.g7.48xlarge" || "ml.p4d.24xlarge" || "ml.c7g.large" || "ml.c7g.xlarge" || "ml.c7g.2xlarge" || "ml.c7g.4xlarge" || "ml.c7g.8xlarge" || "ml.c7g.12xlarge" || "ml.c7g.16xlarge" || "ml.m6g.large" || "ml.m6g.xlarge" || "ml.m6g.2xlarge" || "ml.m6g.4xlarge" || "ml.m6g.8xlarge" || "ml.m6g.12xlarge" || "ml.m6g.16xlarge" || "ml.m6gd.large" || "ml.m6gd.xlarge" || "ml.m6gd.2xlarge" || "ml.m6gd.4xlarge" || "ml.m6gd.8xlarge" || "ml.m6gd.12xlarge" || "ml.m6gd.16xlarge" || "ml.c6g.large" || "ml.c6g.xlarge" || "ml.c6g.2xlarge" || "ml.c6g.4xlarge" || "ml.c6g.8xlarge" || "ml.c6g.12xlarge" || "ml.c6g.16xlarge" || "ml.c6gd.large" || "ml.c6gd.xlarge" || "ml.c6gd.2xlarge" || "ml.c6gd.4xlarge" || "ml.c6gd.8xlarge" || "ml.c6gd.12xlarge" || "ml.c6gd.16xlarge" || "ml.c6gn.large" || "ml.c6gn.xlarge" || "ml.c6gn.2xlarge" || "ml.c6gn.4xlarge" || "ml.c6gn.8xlarge" || "ml.c6gn.12xlarge" || "ml.c6gn.16xlarge" || "ml.r6g.large" || "ml.r6g.xlarge" || "ml.r6g.2xlarge" || "ml.r6g.4xlarge" || "ml.r6g.8xlarge" || "ml.r6g.12xlarge" || "ml.r6g.16xlarge" || "ml.r6gd.large" || "ml.r6gd.xlarge" || "ml.r6gd.2xlarge" || "ml.r6gd.4xlarge" || "ml.r6gd.8xlarge" || "ml.r6gd.12xlarge" || "ml.r6gd.16xlarge" || "ml.p4de.24xlarge" || "ml.trn1.2xlarge" || "ml.trn1.32xlarge" || "ml.trn1n.32xlarge" || "ml.trn2.48xlarge" || "ml.inf2.xlarge" || "ml.inf2.8xlarge" || "ml.inf2.24xlarge" || "ml.inf2.48xlarge" || "ml.p5.48xlarge" || "ml.p5e.48xlarge" || "ml.p5en.48xlarge" || "ml.m7i.large" || "ml.m7i.xlarge" || "ml.m7i.2xlarge" || "ml.m7i.4xlarge" || "ml.m7i.8xlarge" || "ml.m7i.12xlarge" || "ml.m7i.16xlarge" || "ml.m7i.24xlarge" || "ml.m7i.48xlarge" || "ml.c7i.large" || "ml.c7i.xlarge" || "ml.c7i.2xlarge" || "ml.c7i.4xlarge" || "ml.c7i.8xlarge" || "ml.c7i.12xlarge" || "ml.c7i.16xlarge" || "ml.c7i.24xlarge" || "ml.c7i.48xlarge" || "ml.r7i.large" || "ml.r7i.xlarge" || "ml.r7i.2xlarge" || "ml.r7i.4xlarge" || "ml.r7i.8xlarge" || "ml.r7i.12xlarge" || "ml.r7i.16xlarge" || "ml.r7i.24xlarge" || "ml.r7i.48xlarge" || "ml.c8g.medium" || "ml.c8g.large" || "ml.c8g.xlarge" || "ml.c8g.2xlarge" || "ml.c8g.4xlarge" || "ml.c8g.8xlarge" || "ml.c8g.12xlarge" || "ml.c8g.16xlarge" || "ml.c8g.24xlarge" || "ml.c8g.48xlarge" || "ml.r7gd.medium" || "ml.r7gd.large" || "ml.r7gd.xlarge" || "ml.r7gd.2xlarge" || "ml.r7gd.4xlarge" || "ml.r7gd.8xlarge" || "ml.r7gd.12xlarge" || "ml.r7gd.16xlarge" || "ml.m8g.medium" || "ml.m8g.large" || "ml.m8g.xlarge" || "ml.m8g.2xlarge" || "ml.m8g.4xlarge" || "ml.m8g.8xlarge" || "ml.m8g.12xlarge" || "ml.m8g.16xlarge" || "ml.m8g.24xlarge" || "ml.m8g.48xlarge" || "ml.c6in.large" || "ml.c6in.xlarge" || "ml.c6in.2xlarge" || "ml.c6in.4xlarge" || "ml.c6in.8xlarge" || "ml.c6in.12xlarge" || "ml.c6in.16xlarge" || "ml.c6in.24xlarge" || "ml.c6in.32xlarge" || "ml.p6-b200.48xlarge" || "ml.p6-b300.48xlarge" || "ml.p6e-gb200.36xlarge" || "ml.p5.4xlarge", // required * ModelNameOverride: "STRING_VALUE", * Priority: Number("int"), // required * }, * ], * VariantInstanceProvisionTimeoutInSeconds: Number("int"), * InitialVariantWeight: Number("float"), * AcceleratorType: "ml.eia1.medium" || "ml.eia1.large" || "ml.eia1.xlarge" || "ml.eia2.medium" || "ml.eia2.large" || "ml.eia2.xlarge", * CoreDumpConfig: { // ProductionVariantCoreDumpConfig * DestinationS3Uri: "STRING_VALUE", // required * KmsKeyId: "STRING_VALUE", * }, * ServerlessConfig: { // ProductionVariantServerlessConfig * MemorySizeInMB: Number("int"), // required * MaxConcurrency: Number("int"), // required * ProvisionedConcurrency: Number("int"), * }, * VolumeSizeInGB: Number("int"), * ModelDataDownloadTimeoutInSeconds: Number("int"), * ContainerStartupHealthCheckTimeoutInSeconds: Number("int"), * EnableSSMAccess: true || false, * ManagedInstanceScaling: { // ProductionVariantManagedInstanceScaling * Status: "ENABLED" || "DISABLED", * MinInstanceCount: Number("int"), * MaxInstanceCount: Number("int"), * ScaleInPolicy: { // ProductionVariantManagedInstanceScalingScaleInPolicy * Strategy: "IDLE_RELEASE" || "CONSOLIDATION", // required * MaximumStepSize: Number("int"), * CooldownInMinutes: Number("int"), * }, * }, * RoutingConfig: { // ProductionVariantRoutingConfig * RoutingStrategy: "LEAST_OUTSTANDING_REQUESTS" || "RANDOM" || "PREFIX_AWARE", // required * PrefixAwareRoutingConfig: { // PrefixAwareRoutingConfig * PrefixLength: Number("int"), * ConcurrencyThreshold: Number("int"), * }, * }, * InferenceAmiVersion: "al2-ami-sagemaker-inference-gpu-2" || "al2-ami-sagemaker-inference-gpu-2-1" || "al2-ami-sagemaker-inference-gpu-3-1" || "al2-ami-sagemaker-inference-neuron-2" || "al2023-ami-sagemaker-inference-gpu-4-1", * CapacityReservationConfig: { // ProductionVariantCapacityReservationConfig * CapacityReservationPreference: "capacity-reservations-only", * MlReservationArn: "STRING_VALUE", * }, * }, * ], * DataCaptureConfig: { // DataCaptureConfig * EnableCapture: true || false, * InitialSamplingPercentage: Number("int"), // required * DestinationS3Uri: "STRING_VALUE", // required * KmsKeyId: "STRING_VALUE", * CaptureOptions: [ // CaptureOptionList // required * { // CaptureOption * CaptureMode: "Input" || "Output" || "InputAndOutput", // required * }, * ], * CaptureContentTypeHeader: { // CaptureContentTypeHeader * CsvContentTypes: [ // CsvContentTypes * "STRING_VALUE", * ], * JsonContentTypes: [ // JsonContentTypes * "STRING_VALUE", * ], * }, * }, * Tags: [ // TagList * { // Tag * Key: "STRING_VALUE", // required * Value: "STRING_VALUE", // required * }, * ], * KmsKeyId: "STRING_VALUE", * AsyncInferenceConfig: { // AsyncInferenceConfig * ClientConfig: { // AsyncInferenceClientConfig * MaxConcurrentInvocationsPerInstance: Number("int"), * }, * OutputConfig: { // AsyncInferenceOutputConfig * KmsKeyId: "STRING_VALUE", * S3OutputPath: "STRING_VALUE", * NotificationConfig: { // AsyncInferenceNotificationConfig * SuccessTopic: "STRING_VALUE", * ErrorTopic: "STRING_VALUE", * IncludeInferenceResponseIn: [ // AsyncNotificationTopicTypeList * "SUCCESS_NOTIFICATION_TOPIC" || "ERROR_NOTIFICATION_TOPIC", * ], * }, * S3FailurePath: "STRING_VALUE", * }, * }, * ExplainerConfig: { // ExplainerConfig * ClarifyExplainerConfig: { // ClarifyExplainerConfig * EnableExplanations: "STRING_VALUE", * InferenceConfig: { // ClarifyInferenceConfig * FeaturesAttribute: "STRING_VALUE", * ContentTemplate: "STRING_VALUE", * MaxRecordCount: Number("int"), * MaxPayloadInMB: Number("int"), * ProbabilityIndex: Number("int"), * LabelIndex: Number("int"), * ProbabilityAttribute: "STRING_VALUE", * LabelAttribute: "STRING_VALUE", * LabelHeaders: [ // ClarifyLabelHeaders * "STRING_VALUE", * ], * FeatureHeaders: [ // ClarifyFeatureHeaders * "STRING_VALUE", * ], * FeatureTypes: [ // ClarifyFeatureTypes * "numerical" || "categorical" || "text", * ], * }, * ShapConfig: { // ClarifyShapConfig * ShapBaselineConfig: { // ClarifyShapBaselineConfig * MimeType: "STRING_VALUE", * ShapBaseline: "STRING_VALUE", * ShapBaselineUri: "STRING_VALUE", * }, * NumberOfSamples: Number("int"), * UseLogit: true || false, * Seed: Number("int"), * TextConfig: { // ClarifyTextConfig * Language: "af" || "sq" || "ar" || "hy" || "eu" || "bn" || "bg" || "ca" || "zh" || "hr" || "cs" || "da" || "nl" || "en" || "et" || "fi" || "fr" || "de" || "el" || "gu" || "he" || "hi" || "hu" || "is" || "id" || "ga" || "it" || "kn" || "ky" || "lv" || "lt" || "lb" || "mk" || "ml" || "mr" || "ne" || "nb" || "fa" || "pl" || "pt" || "ro" || "ru" || "sa" || "sr" || "tn" || "si" || "sk" || "sl" || "es" || "sv" || "tl" || "ta" || "tt" || "te" || "tr" || "uk" || "ur" || "yo" || "lij" || "xx", // required * Granularity: "token" || "sentence" || "paragraph", // required * }, * }, * }, * }, * ShadowProductionVariants: [ * { * VariantName: "STRING_VALUE", // required * ModelName: "STRING_VALUE", * InitialInstanceCount: Number("int"), * InstanceType: "ml.t2.medium" || "ml.t2.large" || "ml.t2.xlarge" || "ml.t2.2xlarge" || "ml.m4.xlarge" || "ml.m4.2xlarge" || "ml.m4.4xlarge" || "ml.m4.10xlarge" || "ml.m4.16xlarge" || "ml.m5.large" || "ml.m5.xlarge" || "ml.m5.2xlarge" || "ml.m5.4xlarge" || "ml.m5.12xlarge" || "ml.m5.24xlarge" || "ml.m5d.large" || "ml.m5d.xlarge" || "ml.m5d.2xlarge" || "ml.m5d.4xlarge" || "ml.m5d.12xlarge" || "ml.m5d.24xlarge" || "ml.c4.large" || "ml.c4.xlarge" || "ml.c4.2xlarge" || "ml.c4.4xlarge" || "ml.c4.8xlarge" || "ml.p2.xlarge" || "ml.p2.8xlarge" || "ml.p2.16xlarge" || "ml.p3.2xlarge" || "ml.p3.8xlarge" || "ml.p3.16xlarge" || "ml.c5.large" || "ml.c5.xlarge" || "ml.c5.2xlarge" || "ml.c5.4xlarge" || "ml.c5.9xlarge" || "ml.c5.18xlarge" || "ml.c5d.large" || "ml.c5d.xlarge" || "ml.c5d.2xlarge" || "ml.c5d.4xlarge" || "ml.c5d.9xlarge" || "ml.c5d.18xlarge" || "ml.g4dn.xlarge" || "ml.g4dn.2xlarge" || "ml.g4dn.4xlarge" || "ml.g4dn.8xlarge" || "ml.g4dn.12xlarge" || "ml.g4dn.16xlarge" || "ml.r5.large" || "ml.r5.xlarge" || "ml.r5.2xlarge" || "ml.r5.4xlarge" || "ml.r5.12xlarge" || "ml.r5.24xlarge" || "ml.r5d.large" || "ml.r5d.xlarge" || "ml.r5d.2xlarge" || "ml.r5d.4xlarge" || "ml.r5d.12xlarge" || "ml.r5d.24xlarge" || "ml.inf1.xlarge" || "ml.inf1.2xlarge" || "ml.inf1.6xlarge" || "ml.inf1.24xlarge" || "ml.dl1.24xlarge" || "ml.c6i.large" || "ml.c6i.xlarge" || "ml.c6i.2xlarge" || "ml.c6i.4xlarge" || "ml.c6i.8xlarge" || "ml.c6i.12xlarge" || "ml.c6i.16xlarge" || "ml.c6i.24xlarge" || "ml.c6i.32xlarge" || "ml.m6i.large" || "ml.m6i.xlarge" || "ml.m6i.2xlarge" || "ml.m6i.4xlarge" || "ml.m6i.8xlarge" || "ml.m6i.12xlarge" || "ml.m6i.16xlarge" || "ml.m6i.24xlarge" || "ml.m6i.32xlarge" || "ml.r6i.large" || "ml.r6i.xlarge" || "ml.r6i.2xlarge" || "ml.r6i.4xlarge" || "ml.r6i.8xlarge" || "ml.r6i.12xlarge" || "ml.r6i.16xlarge" || "ml.r6i.24xlarge" || "ml.r6i.32xlarge" || "ml.g5.xlarge" || "ml.g5.2xlarge" || "ml.g5.4xlarge" || "ml.g5.8xlarge" || "ml.g5.12xlarge" || "ml.g5.16xlarge" || "ml.g5.24xlarge" || "ml.g5.48xlarge" || "ml.g6.xlarge" || "ml.g6.2xlarge" || "ml.g6.4xlarge" || "ml.g6.8xlarge" || "ml.g6.12xlarge" || "ml.g6.16xlarge" || "ml.g6.24xlarge" || "ml.g6.48xlarge" || "ml.r8g.medium" || "ml.r8g.large" || "ml.r8g.xlarge" || "ml.r8g.2xlarge" || "ml.r8g.4xlarge" || "ml.r8g.8xlarge" || "ml.r8g.12xlarge" || "ml.r8g.16xlarge" || "ml.r8g.24xlarge" || "ml.r8g.48xlarge" || "ml.g6e.xlarge" || "ml.g6e.2xlarge" || "ml.g6e.4xlarge" || "ml.g6e.8xlarge" || "ml.g6e.12xlarge" || "ml.g6e.16xlarge" || "ml.g6e.24xlarge" || "ml.g6e.48xlarge" || "ml.g7e.2xlarge" || "ml.g7e.4xlarge" || "ml.g7e.8xlarge" || "ml.g7e.12xlarge" || "ml.g7e.24xlarge" || "ml.g7e.48xlarge" || "ml.g7.2xlarge" || "ml.g7.4xlarge" || "ml.g7.8xlarge" || "ml.g7.12xlarge" || "ml.g7.24xlarge" || "ml.g7.48xlarge" || "ml.p4d.24xlarge" || "ml.c7g.large" || "ml.c7g.xlarge" || "ml.c7g.2xlarge" || "ml.c7g.4xlarge" || "ml.c7g.8xlarge" || "ml.c7g.12xlarge" || "ml.c7g.16xlarge" || "ml.m6g.large" || "ml.m6g.xlarge" || "ml.m6g.2xlarge" || "ml.m6g.4xlarge" || "ml.m6g.8xlarge" || "ml.m6g.12xlarge" || "ml.m6g.16xlarge" || "ml.m6gd.large" || "ml.m6gd.xlarge" || "ml.m6gd.2xlarge" || "ml.m6gd.4xlarge" || "ml.m6gd.8xlarge" || "ml.m6gd.12xlarge" || "ml.m6gd.16xlarge" || "ml.c6g.large" || "ml.c6g.xlarge" || "ml.c6g.2xlarge" || "ml.c6g.4xlarge" || "ml.c6g.8xlarge" || "ml.c6g.12xlarge" || "ml.c6g.16xlarge" || "ml.c6gd.large" || "ml.c6gd.xlarge" || "ml.c6gd.2xlarge" || "ml.c6gd.4xlarge" || "ml.c6gd.8xlarge" || "ml.c6gd.12xlarge" || "ml.c6gd.16xlarge" || "ml.c6gn.large" || "ml.c6gn.xlarge" || "ml.c6gn.2xlarge" || "ml.c6gn.4xlarge" || "ml.c6gn.8xlarge" || "ml.c6gn.12xlarge" || "ml.c6gn.16xlarge" || "ml.r6g.large" || "ml.r6g.xlarge" || "ml.r6g.2xlarge" || "ml.r6g.4xlarge" || "ml.r6g.8xlarge" || "ml.r6g.12xlarge" || "ml.r6g.16xlarge" || "ml.r6gd.large" || "ml.r6gd.xlarge" || "ml.r6gd.2xlarge" || "ml.r6gd.4xlarge" || "ml.r6gd.8xlarge" || "ml.r6gd.12xlarge" || "ml.r6gd.16xlarge" || "ml.p4de.24xlarge" || "ml.trn1.2xlarge" || "ml.trn1.32xlarge" || "ml.trn1n.32xlarge" || "ml.trn2.48xlarge" || "ml.inf2.xlarge" || "ml.inf2.8xlarge" || "ml.inf2.24xlarge" || "ml.inf2.48xlarge" || "ml.p5.48xlarge" || "ml.p5e.48xlarge" || "ml.p5en.48xlarge" || "ml.m7i.large" || "ml.m7i.xlarge" || "ml.m7i.2xlarge" || "ml.m7i.4xlarge" || "ml.m7i.8xlarge" || "ml.m7i.12xlarge" || "ml.m7i.16xlarge" || "ml.m7i.24xlarge" || "ml.m7i.48xlarge" || "ml.c7i.large" || "ml.c7i.xlarge" || "ml.c7i.2xlarge" || "ml.c7i.4xlarge" || "ml.c7i.8xlarge" || "ml.c7i.12xlarge" || "ml.c7i.16xlarge" || "ml.c7i.24xlarge" || "ml.c7i.48xlarge" || "ml.r7i.large" || "ml.r7i.xlarge" || "ml.r7i.2xlarge" || "ml.r7i.4xlarge" || "ml.r7i.8xlarge" || "ml.r7i.12xlarge" || "ml.r7i.16xlarge" || "ml.r7i.24xlarge" || "ml.r7i.48xlarge" || "ml.c8g.medium" || "ml.c8g.large" || "ml.c8g.xlarge" || "ml.c8g.2xlarge" || "ml.c8g.4xlarge" || "ml.c8g.8xlarge" || "ml.c8g.12xlarge" || "ml.c8g.16xlarge" || "ml.c8g.24xlarge" || "ml.c8g.48xlarge" || "ml.r7gd.medium" || "ml.r7gd.large" || "ml.r7gd.xlarge" || "ml.r7gd.2xlarge" || "ml.r7gd.4xlarge" || "ml.r7gd.8xlarge" || "ml.r7gd.12xlarge" || "ml.r7gd.16xlarge" || "ml.m8g.medium" || "ml.m8g.large" || "ml.m8g.xlarge" || "ml.m8g.2xlarge" || "ml.m8g.4xlarge" || "ml.m8g.8xlarge" || "ml.m8g.12xlarge" || "ml.m8g.16xlarge" || "ml.m8g.24xlarge" || "ml.m8g.48xlarge" || "ml.c6in.large" || "ml.c6in.xlarge" || "ml.c6in.2xlarge" || "ml.c6in.4xlarge" || "ml.c6in.8xlarge" || "ml.c6in.12xlarge" || "ml.c6in.16xlarge" || "ml.c6in.24xlarge" || "ml.c6in.32xlarge" || "ml.p6-b200.48xlarge" || "ml.p6-b300.48xlarge" || "ml.p6e-gb200.36xlarge" || "ml.p5.4xlarge", * InstancePools: [ * { * InstanceType: "ml.t2.medium" || "ml.t2.large" || "ml.t2.xlarge" || "ml.t2.2xlarge" || "ml.m4.xlarge" || "ml.m4.2xlarge" || "ml.m4.4xlarge" || "ml.m4.10xlarge" || "ml.m4.16xlarge" || "ml.m5.large" || "ml.m5.xlarge" || "ml.m5.2xlarge" || "ml.m5.4xlarge" || "ml.m5.12xlarge" || "ml.m5.24xlarge" || "ml.m5d.large" || "ml.m5d.xlarge" || "ml.m5d.2xlarge" || "ml.m5d.4xlarge" || "ml.m5d.12xlarge" || "ml.m5d.24xlarge" || "ml.c4.large" || "ml.c4.xlarge" || "ml.c4.2xlarge" || "ml.c4.4xlarge" || "ml.c4.8xlarge" || "ml.p2.xlarge" || "ml.p2.8xlarge" || "ml.p2.16xlarge" || "ml.p3.2xlarge" || "ml.p3.8xlarge" || "ml.p3.16xlarge" || "ml.c5.large" || "ml.c5.xlarge" || "ml.c5.2xlarge" || "ml.c5.4xlarge" || "ml.c5.9xlarge" || "ml.c5.18xlarge" || "ml.c5d.large" || "ml.c5d.xlarge" || "ml.c5d.2xlarge" || "ml.c5d.4xlarge" || "ml.c5d.9xlarge" || "ml.c5d.18xlarge" || "ml.g4dn.xlarge" || "ml.g4dn.2xlarge" || "ml.g4dn.4xlarge" || "ml.g4dn.8xlarge" || "ml.g4dn.12xlarge" || "ml.g4dn.16xlarge" || "ml.r5.large" || "ml.r5.xlarge" || "ml.r5.2xlarge" || "ml.r5.4xlarge" || "ml.r5.12xlarge" || "ml.r5.24xlarge" || "ml.r5d.large" || "ml.r5d.xlarge" || "ml.r5d.2xlarge" || "ml.r5d.4xlarge" || "ml.r5d.12xlarge" || "ml.r5d.24xlarge" || "ml.inf1.xlarge" || "ml.inf1.2xlarge" || "ml.inf1.6xlarge" || "ml.inf1.24xlarge" || "ml.dl1.24xlarge" || "ml.c6i.large" || "ml.c6i.xlarge" || "ml.c6i.2xlarge" || "ml.c6i.4xlarge" || "ml.c6i.8xlarge" || "ml.c6i.12xlarge" || "ml.c6i.16xlarge" || "ml.c6i.24xlarge" || "ml.c6i.32xlarge" || "ml.m6i.large" || "ml.m6i.xlarge" || "ml.m6i.2xlarge" || "ml.m6i.4xlarge" || "ml.m6i.8xlarge" || "ml.m6i.12xlarge" || "ml.m6i.16xlarge" || "ml.m6i.24xlarge" || "ml.m6i.32xlarge" || "ml.r6i.large" || "ml.r6i.xlarge" || "ml.r6i.2xlarge" || "ml.r6i.4xlarge" || "ml.r6i.8xlarge" || "ml.r6i.12xlarge" || "ml.r6i.16xlarge" || "ml.r6i.24xlarge" || "ml.r6i.32xlarge" || "ml.g5.xlarge" || "ml.g5.2xlarge" || "ml.g5.4xlarge" || "ml.g5.8xlarge" || "ml.g5.12xlarge" || "ml.g5.16xlarge" || "ml.g5.24xlarge" || "ml.g5.48xlarge" || "ml.g6.xlarge" || "ml.g6.2xlarge" || "ml.g6.4xlarge" || "ml.g6.8xlarge" || "ml.g6.12xlarge" || "ml.g6.16xlarge" || "ml.g6.24xlarge" || "ml.g6.48xlarge" || "ml.r8g.medium" || "ml.r8g.large" || "ml.r8g.xlarge" || "ml.r8g.2xlarge" || "ml.r8g.4xlarge" || "ml.r8g.8xlarge" || "ml.r8g.12xlarge" || "ml.r8g.16xlarge" || "ml.r8g.24xlarge" || "ml.r8g.48xlarge" || "ml.g6e.xlarge" || "ml.g6e.2xlarge" || "ml.g6e.4xlarge" || "ml.g6e.8xlarge" || "ml.g6e.12xlarge" || "ml.g6e.16xlarge" || "ml.g6e.24xlarge" || "ml.g6e.48xlarge" || "ml.g7e.2xlarge" || "ml.g7e.4xlarge" || "ml.g7e.8xlarge" || "ml.g7e.12xlarge" || "ml.g7e.24xlarge" || "ml.g7e.48xlarge" || "ml.g7.2xlarge" || "ml.g7.4xlarge" || "ml.g7.8xlarge" || "ml.g7.12xlarge" || "ml.g7.24xlarge" || "ml.g7.48xlarge" || "ml.p4d.24xlarge" || "ml.c7g.large" || "ml.c7g.xlarge" || "ml.c7g.2xlarge" || "ml.c7g.4xlarge" || "ml.c7g.8xlarge" || "ml.c7g.12xlarge" || "ml.c7g.16xlarge" || "ml.m6g.large" || "ml.m6g.xlarge" || "ml.m6g.2xlarge" || "ml.m6g.4xlarge" || "ml.m6g.8xlarge" || "ml.m6g.12xlarge" || "ml.m6g.16xlarge" || "ml.m6gd.large" || "ml.m6gd.xlarge" || "ml.m6gd.2xlarge" || "ml.m6gd.4xlarge" || "ml.m6gd.8xlarge" || "ml.m6gd.12xlarge" || "ml.m6gd.16xlarge" || "ml.c6g.large" || "ml.c6g.xlarge" || "ml.c6g.2xlarge" || "ml.c6g.4xlarge" || "ml.c6g.8xlarge" || "ml.c6g.12xlarge" || "ml.c6g.16xlarge" || "ml.c6gd.large" || "ml.c6gd.xlarge" || "ml.c6gd.2xlarge" || "ml.c6gd.4xlarge" || "ml.c6gd.8xlarge" || "ml.c6gd.12xlarge" || "ml.c6gd.16xlarge" || "ml.c6gn.large" || "ml.c6gn.xlarge" || "ml.c6gn.2xlarge" || "ml.c6gn.4xlarge" || "ml.c6gn.8xlarge" || "ml.c6gn.12xlarge" || "ml.c6gn.16xlarge" || "ml.r6g.large" || "ml.r6g.xlarge" || "ml.r6g.2xlarge" || "ml.r6g.4xlarge" || "ml.r6g.8xlarge" || "ml.r6g.12xlarge" || "ml.r6g.16xlarge" || "ml.r6gd.large" || "ml.r6gd.xlarge" || "ml.r6gd.2xlarge" || "ml.r6gd.4xlarge" || "ml.r6gd.8xlarge" || "ml.r6gd.12xlarge" || "ml.r6gd.16xlarge" || "ml.p4de.24xlarge" || "ml.trn1.2xlarge" || "ml.trn1.32xlarge" || "ml.trn1n.32xlarge" || "ml.trn2.48xlarge" || "ml.inf2.xlarge" || "ml.inf2.8xlarge" || "ml.inf2.24xlarge" || "ml.inf2.48xlarge" || "ml.p5.48xlarge" || "ml.p5e.48xlarge" || "ml.p5en.48xlarge" || "ml.m7i.large" || "ml.m7i.xlarge" || "ml.m7i.2xlarge" || "ml.m7i.4xlarge" || "ml.m7i.8xlarge" || "ml.m7i.12xlarge" || "ml.m7i.16xlarge" || "ml.m7i.24xlarge" || "ml.m7i.48xlarge" || "ml.c7i.large" || "ml.c7i.xlarge" || "ml.c7i.2xlarge" || "ml.c7i.4xlarge" || "ml.c7i.8xlarge" || "ml.c7i.12xlarge" || "ml.c7i.16xlarge" || "ml.c7i.24xlarge" || "ml.c7i.48xlarge" || "ml.r7i.large" || "ml.r7i.xlarge" || "ml.r7i.2xlarge" || "ml.r7i.4xlarge" || "ml.r7i.8xlarge" || "ml.r7i.12xlarge" || "ml.r7i.16xlarge" || "ml.r7i.24xlarge" || "ml.r7i.48xlarge" || "ml.c8g.medium" || "ml.c8g.large" || "ml.c8g.xlarge" || "ml.c8g.2xlarge" || "ml.c8g.4xlarge" || "ml.c8g.8xlarge" || "ml.c8g.12xlarge" || "ml.c8g.16xlarge" || "ml.c8g.24xlarge" || "ml.c8g.48xlarge" || "ml.r7gd.medium" || "ml.r7gd.large" || "ml.r7gd.xlarge" || "ml.r7gd.2xlarge" || "ml.r7gd.4xlarge" || "ml.r7gd.8xlarge" || "ml.r7gd.12xlarge" || "ml.r7gd.16xlarge" || "ml.m8g.medium" || "ml.m8g.large" || "ml.m8g.xlarge" || "ml.m8g.2xlarge" || "ml.m8g.4xlarge" || "ml.m8g.8xlarge" || "ml.m8g.12xlarge" || "ml.m8g.16xlarge" || "ml.m8g.24xlarge" || "ml.m8g.48xlarge" || "ml.c6in.large" || "ml.c6in.xlarge" || "ml.c6in.2xlarge" || "ml.c6in.4xlarge" || "ml.c6in.8xlarge" || "ml.c6in.12xlarge" || "ml.c6in.16xlarge" || "ml.c6in.24xlarge" || "ml.c6in.32xlarge" || "ml.p6-b200.48xlarge" || "ml.p6-b300.48xlarge" || "ml.p6e-gb200.36xlarge" || "ml.p5.4xlarge", // required * ModelNameOverride: "STRING_VALUE", * Priority: Number("int"), // required * }, * ], * VariantInstanceProvisionTimeoutInSeconds: Number("int"), * InitialVariantWeight: Number("float"), * AcceleratorType: "ml.eia1.medium" || "ml.eia1.large" || "ml.eia1.xlarge" || "ml.eia2.medium" || "ml.eia2.large" || "ml.eia2.xlarge", * CoreDumpConfig: { * DestinationS3Uri: "STRING_VALUE", // required * KmsKeyId: "STRING_VALUE", * }, * ServerlessConfig: { * MemorySizeInMB: Number("int"), // required * MaxConcurrency: Number("int"), // required * ProvisionedConcurrency: Number("int"), * }, * VolumeSizeInGB: Number("int"), * ModelDataDownloadTimeoutInSeconds: Number("int"), * ContainerStartupHealthCheckTimeoutInSeconds: Number("int"), * EnableSSMAccess: true || false, * ManagedInstanceScaling: { * Status: "ENABLED" || "DISABLED", * MinInstanceCount: Number("int"), * MaxInstanceCount: Number("int"), * ScaleInPolicy: { * Strategy: "IDLE_RELEASE" || "CONSOLIDATION", // required * MaximumStepSize: Number("int"), * CooldownInMinutes: Number("int"), * }, * }, * RoutingConfig: { * RoutingStrategy: "LEAST_OUTSTANDING_REQUESTS" || "RANDOM" || "PREFIX_AWARE", // required * PrefixAwareRoutingConfig: { * PrefixLength: Number("int"), * ConcurrencyThreshold: Number("int"), * }, * }, * InferenceAmiVersion: "al2-ami-sagemaker-inference-gpu-2" || "al2-ami-sagemaker-inference-gpu-2-1" || "al2-ami-sagemaker-inference-gpu-3-1" || "al2-ami-sagemaker-inference-neuron-2" || "al2023-ami-sagemaker-inference-gpu-4-1", * CapacityReservationConfig: { * CapacityReservationPreference: "capacity-reservations-only", * MlReservationArn: "STRING_VALUE", * }, * }, * ], * ExecutionRoleArn: "STRING_VALUE", * VpcConfig: { // VpcConfig * SecurityGroupIds: [ // VpcSecurityGroupIds // required * "STRING_VALUE", * ], * Subnets: [ // Subnets // required * "STRING_VALUE", * ], * }, * EnableNetworkIsolation: true || false, * MetricsConfig: { // MetricsConfig * EnableEnhancedMetrics: true || false, * EnableDetailedObservability: true || false, * MetricPublishFrequencyInSeconds: 10 || 30 || 60 || 120 || 180 || 240 || 300, * }, * }; * const command = new CreateEndpointConfigCommand(input); * const response = await client.send(command); * // { // CreateEndpointConfigOutput * // EndpointConfigArn: "STRING_VALUE", // required * // }; * * ``` * * @param CreateEndpointConfigCommandInput - {@link CreateEndpointConfigCommandInput} * @returns {@link CreateEndpointConfigCommandOutput} * @see {@link CreateEndpointConfigCommandInput} for command's `input` shape. * @see {@link CreateEndpointConfigCommandOutput} for command's `response` shape. * @see {@link SageMakerClientResolvedConfig | config} for SageMakerClient's `config` shape. * * @throws {@link ResourceLimitExceeded} (client fault) *

You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.

* * @throws {@link SageMakerServiceException} *

Base exception class for all service exceptions from SageMaker service.

* * * @public */ export declare class CreateEndpointConfigCommand extends CreateEndpointConfigCommand_base { /** @internal type navigation helper, not in runtime. */ protected static __types: { api: { input: CreateEndpointConfigInput; output: CreateEndpointConfigOutput; }; sdk: { input: CreateEndpointConfigCommandInput; output: CreateEndpointConfigCommandOutput; }; }; }