Vertex AI v1beta1 API - Class BatchDedicatedResources (1.0.0-beta61) 

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.

Inheritance

object > BatchDedicatedResources

Namespace

Google.Cloud.AIPlatform.V1Beta1

Assembly

Google.Cloud.AIPlatform.V1Beta1.dll

Constructors

BatchDedicatedResources()

public BatchDedicatedResources()

BatchDedicatedResources(BatchDedicatedResources)

public BatchDedicatedResources(BatchDedicatedResources other)
Parameter
Name Description
other BatchDedicatedResources

Properties

FlexStart

public FlexStart FlexStart { get; set; }

Optional. Immutable. If set, use DWS resource to schedule the deployment workload. reference: (https://cloud.google.com/blog/products/compute/introducing-dynamic-workload-scheduler)

Property Value
Type Description
FlexStart

MachineSpec

public MachineSpec MachineSpec { get; set; }

Required. Immutable. The specification of a single machine.

Property Value
Type Description
MachineSpec

MaxReplicaCount

public int MaxReplicaCount { get; set; }

Immutable. The maximum number of machine replicas the batch operation may be scaled to. The default value is 10.

Property Value
Type Description
int

Spot

public bool Spot { get; set; }

Optional. If true, schedule the deployment workload on spot VMs.

Property Value
Type Description
bool

StartingReplicaCount

public int StartingReplicaCount { get; set; }

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]

Property Value
Type Description
int