com.google.cloud.vertexai.api

Interface MachineSpecOrBuilder

All Superinterfaces:

com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder

All Known Implementing Classes:

MachineSpec, MachineSpec.Builder

public interface MachineSpecOrBuilder
extends com.google.protobuf.MessageOrBuilder

Method Summary

Modifier and Type	Method and Description
int	getAcceleratorCount() The number of accelerators to attach to the machine.
AcceleratorType	getAcceleratorType() Immutable.
int	getAcceleratorTypeValue() Immutable.
String	getMachineType() Immutable.
com.google.protobuf.ByteString	getMachineTypeBytes() Immutable.
ReservationAffinity	getReservationAffinity() Optional.
ReservationAffinityOrBuilder	getReservationAffinityOrBuilder() Optional.
String	getTpuTopology() Immutable.
com.google.protobuf.ByteString	getTpuTopologyBytes() Immutable.
boolean	hasReservationAffinity() Optional.

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getDefaultInstanceForType, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Methods inherited from interface com.google.protobuf.MessageLiteOrBuilder

isInitialized

Method Detail

getMachineType

String getMachineType()

 Immutable. The type of the machine.

 See the [list of machine types supported for
 prediction](https://cloud.google.com/vertex-ai/docs/predictions/configure-compute#machine-types)

 See the [list of machine types supported for custom
 training](https://cloud.google.com/vertex-ai/docs/training/configure-compute#machine-types).

 For [DeployedModel][google.cloud.aiplatform.v1.DeployedModel] this field is
 optional, and the default value is `n1-standard-2`. For
 [BatchPredictionJob][google.cloud.aiplatform.v1.BatchPredictionJob] or as
 part of [WorkerPoolSpec][google.cloud.aiplatform.v1.WorkerPoolSpec] this
 field is required.
 

string machine_type = 1 [(.google.api.field_behavior) = IMMUTABLE];

Returns:

The machineType.

getMachineTypeBytes

com.google.protobuf.ByteString getMachineTypeBytes()

 Immutable. The type of the machine.

 See the [list of machine types supported for
 prediction](https://cloud.google.com/vertex-ai/docs/predictions/configure-compute#machine-types)

 See the [list of machine types supported for custom
 training](https://cloud.google.com/vertex-ai/docs/training/configure-compute#machine-types).

 For [DeployedModel][google.cloud.aiplatform.v1.DeployedModel] this field is
 optional, and the default value is `n1-standard-2`. For
 [BatchPredictionJob][google.cloud.aiplatform.v1.BatchPredictionJob] or as
 part of [WorkerPoolSpec][google.cloud.aiplatform.v1.WorkerPoolSpec] this
 field is required.
 

string machine_type = 1 [(.google.api.field_behavior) = IMMUTABLE];

Returns:

The bytes for machineType.

getAcceleratorTypeValue

int getAcceleratorTypeValue()

 Immutable. The type of accelerator(s) that may be attached to the machine
 as per
 [accelerator_count][google.cloud.aiplatform.v1.MachineSpec.accelerator_count].
 

.google.cloud.vertexai.v1.AcceleratorType accelerator_type = 2 [(.google.api.field_behavior) = IMMUTABLE];

Returns:

The enum numeric value on the wire for acceleratorType.

getAcceleratorType

AcceleratorType getAcceleratorType()

 Immutable. The type of accelerator(s) that may be attached to the machine
 as per
 [accelerator_count][google.cloud.aiplatform.v1.MachineSpec.accelerator_count].
 

.google.cloud.vertexai.v1.AcceleratorType accelerator_type = 2 [(.google.api.field_behavior) = IMMUTABLE];

Returns:

The acceleratorType.

getAcceleratorCount

int getAcceleratorCount()

 The number of accelerators to attach to the machine.
 

int32 accelerator_count = 3;

Returns:

The acceleratorCount.

getTpuTopology

String getTpuTopology()

 Immutable. The topology of the TPUs. Corresponds to the TPU topologies
 available from GKE. (Example: tpu_topology: "2x2x1").
 

string tpu_topology = 4 [(.google.api.field_behavior) = IMMUTABLE];

Returns:

The tpuTopology.

getTpuTopologyBytes

com.google.protobuf.ByteString getTpuTopologyBytes()

 Immutable. The topology of the TPUs. Corresponds to the TPU topologies
 available from GKE. (Example: tpu_topology: "2x2x1").
 

string tpu_topology = 4 [(.google.api.field_behavior) = IMMUTABLE];

Returns:

The bytes for tpuTopology.

hasReservationAffinity

boolean hasReservationAffinity()

 Optional. Immutable. Configuration controlling how this resource pool
 consumes reservation.
 

.google.cloud.vertexai.v1.ReservationAffinity reservation_affinity = 5 [(.google.api.field_behavior) = IMMUTABLE, (.google.api.field_behavior) = OPTIONAL];

Returns:

Whether the reservationAffinity field is set.

getReservationAffinity

ReservationAffinity getReservationAffinity()

 Optional. Immutable. Configuration controlling how this resource pool
 consumes reservation.
 

.google.cloud.vertexai.v1.ReservationAffinity reservation_affinity = 5 [(.google.api.field_behavior) = IMMUTABLE, (.google.api.field_behavior) = OPTIONAL];

Returns:

The reservationAffinity.

getReservationAffinityOrBuilder

ReservationAffinityOrBuilder getReservationAffinityOrBuilder()

 Optional. Immutable. Configuration controlling how this resource pool
 consumes reservation.
 

.google.cloud.vertexai.v1.ReservationAffinity reservation_affinity = 5 [(.google.api.field_behavior) = IMMUTABLE, (.google.api.field_behavior) = OPTIONAL];