BatchDedicatedResources

A description of resources that are used for performing batch operations, are dedicated to a Model, and need manual configuration.

Fields
machineSpec object (MachineSpec)

Required. Immutable. The specification of a single machine.

startingReplicaCount integer

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 maxReplicaCount

maxReplicaCount integer

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

flexStart object (FlexStart)

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

spot boolean

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

JSON representation 
{
  "machineSpec": {
    object (MachineSpec)
  },
  "startingReplicaCount": integer,
  "maxReplicaCount": integer,
  "flexStart": {
    object (FlexStart)
  },
  "spot": boolean
}