public sealed class BatchDedicatedResources : IMessage<BatchDedicatedResources>, IEquatable<BatchDedicatedResources>, IDeepCloneable<BatchDedicatedResources>, IBufferMessage, IMessage
Reference documentation and code samples for the Vertex AI v1beta1 API class BatchDedicatedResources.
A description of resources that are used for performing batch operations, are
dedicated to a Model, and need manual configuration.
Immutable. The number of machine replicas used at the start of the batch
operation. If not set, Vertex AI decides starting number, not greater than
[max_replica_count][google.cloud.aiplatform.v1beta1.BatchDedicatedResources.max_replica_count]
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-08-14 UTC."],[[["\u003cp\u003e\u003ccode\u003eBatchDedicatedResources\u003c/code\u003e is a class within the Vertex AI v1beta1 API, designed for defining resources dedicated to batch operations for a model.\u003c/p\u003e\n"],["\u003cp\u003eThis class implements several interfaces, including \u003ccode\u003eIMessage\u003c/code\u003e, \u003ccode\u003eIEquatable\u003c/code\u003e, \u003ccode\u003eIDeepCloneable\u003c/code\u003e, and \u003ccode\u003eIBufferMessage\u003c/code\u003e, enhancing its functionality and compatibility.\u003c/p\u003e\n"],["\u003cp\u003eThe \u003ccode\u003eBatchDedicatedResources\u003c/code\u003e class allows setting properties like \u003ccode\u003eMachineSpec\u003c/code\u003e, \u003ccode\u003eMaxReplicaCount\u003c/code\u003e, and \u003ccode\u003eStartingReplicaCount\u003c/code\u003e, which define the hardware and scaling for batch operations.\u003c/p\u003e\n"],["\u003cp\u003eThe class has two constructors available: a default one and one that takes another instance of \u003ccode\u003eBatchDedicatedResources\u003c/code\u003e.\u003c/p\u003e\n"],["\u003cp\u003e\u003ccode\u003eBatchDedicatedResources\u003c/code\u003e is in the \u003ccode\u003eGoogle.Cloud.AIPlatform.V1Beta1\u003c/code\u003e namespace, and its latest version is 1.0.0-beta21.\u003c/p\u003e\n"]]],[],null,["# Vertex AI v1beta1 API - Class BatchDedicatedResources (1.0.0-beta47)\n\nVersion latestkeyboard_arrow_down\n\n- [1.0.0-beta47 (latest)](/dotnet/docs/reference/Google.Cloud.AIPlatform.V1Beta1/latest/Google.Cloud.AIPlatform.V1Beta1.BatchDedicatedResources)\n- [1.0.0-beta46](/dotnet/docs/reference/Google.Cloud.AIPlatform.V1Beta1/1.0.0-beta46/Google.Cloud.AIPlatform.V1Beta1.BatchDedicatedResources) \n\n public sealed class BatchDedicatedResources : IMessage\u003cBatchDedicatedResources\u003e, IEquatable\u003cBatchDedicatedResources\u003e, IDeepCloneable\u003cBatchDedicatedResources\u003e, IBufferMessage, IMessage\n\nReference documentation and code samples for the Vertex AI v1beta1 API class BatchDedicatedResources.\n\nA description of resources that are used for performing batch operations, are\ndedicated to a Model, and need manual configuration. \n\nInheritance\n-----------\n\n[object](https://learn.microsoft.com/dotnet/api/system.object) \\\u003e BatchDedicatedResources \n\nImplements\n----------\n\n[IMessage](https://cloud.google.com/dotnet/docs/reference/Google.Protobuf/latest/Google.Protobuf.IMessage-1.html)[BatchDedicatedResources](/dotnet/docs/reference/Google.Cloud.AIPlatform.V1Beta1/latest/Google.Cloud.AIPlatform.V1Beta1.BatchDedicatedResources), [IEquatable](https://learn.microsoft.com/dotnet/api/system.iequatable-1)[BatchDedicatedResources](/dotnet/docs/reference/Google.Cloud.AIPlatform.V1Beta1/latest/Google.Cloud.AIPlatform.V1Beta1.BatchDedicatedResources), [IDeepCloneable](https://cloud.google.com/dotnet/docs/reference/Google.Protobuf/latest/Google.Protobuf.IDeepCloneable-1.html)[BatchDedicatedResources](/dotnet/docs/reference/Google.Cloud.AIPlatform.V1Beta1/latest/Google.Cloud.AIPlatform.V1Beta1.BatchDedicatedResources), [IBufferMessage](https://cloud.google.com/dotnet/docs/reference/Google.Protobuf/latest/Google.Protobuf.IBufferMessage.html), [IMessage](https://cloud.google.com/dotnet/docs/reference/Google.Protobuf/latest/Google.Protobuf.IMessage.html) \n\nInherited Members\n-----------------\n\n[object.GetHashCode()](https://learn.microsoft.com/dotnet/api/system.object.gethashcode) \n[object.GetType()](https://learn.microsoft.com/dotnet/api/system.object.gettype) \n[object.ToString()](https://learn.microsoft.com/dotnet/api/system.object.tostring)\n\nNamespace\n---------\n\n[Google.Cloud.AIPlatform.V1Beta1](/dotnet/docs/reference/Google.Cloud.AIPlatform.V1Beta1/latest/Google.Cloud.AIPlatform.V1Beta1)\n\nAssembly\n--------\n\nGoogle.Cloud.AIPlatform.V1Beta1.dll\n\nConstructors\n------------\n\n### BatchDedicatedResources()\n\n public BatchDedicatedResources()\n\n### BatchDedicatedResources(BatchDedicatedResources)\n\n public BatchDedicatedResources(BatchDedicatedResources other)\n\nProperties\n----------\n\n### FlexStart\n\n public FlexStart FlexStart { get; set; }\n\nOptional. Immutable. If set, use DWS resource to schedule the deployment\nworkload. reference:\n(\u003chttps://cloud.google.com/blog/products/compute/introducing-dynamic-workload-scheduler\u003e)\n\n### MachineSpec\n\n public MachineSpec MachineSpec { get; set; }\n\nRequired. Immutable. The specification of a single machine.\n\n### MaxReplicaCount\n\n public int MaxReplicaCount { get; set; }\n\nImmutable. The maximum number of machine replicas the batch operation may\nbe scaled to. The default value is 10.\n\n### Spot\n\n public bool Spot { get; set; }\n\nOptional. If true, schedule the deployment workload on [spot\nVMs](https://cloud.google.com/kubernetes-engine/docs/concepts/spot-vms).\n\n### StartingReplicaCount\n\n public int StartingReplicaCount { get; set; }\n\nImmutable. The number of machine replicas used at the start of the batch\noperation. If not set, Vertex AI decides starting number, not greater than\n\\[max_replica_count\\]\\[google.cloud.aiplatform.v1beta1.BatchDedicatedResources.max_replica_count\\]"]]
