Interface MachineSpecOrBuilder (3.74.0) 

public interface MachineSpecOrBuilder extends MessageOrBuilder

Implements

MessageOrBuilder

Methods

getAcceleratorCount()

public abstract int getAcceleratorCount()

The number of accelerators to attach to the machine.

int32 accelerator_count = 3;

Returns
Type Description
int

The acceleratorCount.

getAcceleratorType()

public abstract AcceleratorType getAcceleratorType()

Immutable. The type of accelerator(s) that may be attached to the machine as per accelerator_count.

.google.cloud.aiplatform.v1beta1.AcceleratorType accelerator_type = 2 [(.google.api.field_behavior) = IMMUTABLE];

Returns
Type Description
AcceleratorType

The acceleratorType.

getAcceleratorTypeValue()

public abstract int getAcceleratorTypeValue()

Immutable. The type of accelerator(s) that may be attached to the machine as per accelerator_count.

.google.cloud.aiplatform.v1beta1.AcceleratorType accelerator_type = 2 [(.google.api.field_behavior) = IMMUTABLE];

Returns
Type Description
int

The enum numeric value on the wire for acceleratorType.

getGpuPartitionSize()

public abstract String getGpuPartitionSize()

Optional. Immutable. The Nvidia GPU partition size.

When specified, the requested accelerators will be partitioned into smaller GPU partitions. For example, if the request is for 8 units of NVIDIA A100 GPUs, and gpu_partition_size="1g.10gb", the service will create 8 * 7 = 56 partitioned MIG instances.

The partition size must be a value supported by the requested accelerator. Refer to Nvidia GPU Partitioning for the available partition sizes.

If set, the accelerator_count should be set to 1.

string gpu_partition_size = 7 [(.google.api.field_behavior) = IMMUTABLE, (.google.api.field_behavior) = OPTIONAL];

Returns
Type Description
String

The gpuPartitionSize.

getGpuPartitionSizeBytes()

public abstract ByteString getGpuPartitionSizeBytes()

Optional. Immutable. The Nvidia GPU partition size.

When specified, the requested accelerators will be partitioned into smaller GPU partitions. For example, if the request is for 8 units of NVIDIA A100 GPUs, and gpu_partition_size="1g.10gb", the service will create 8 * 7 = 56 partitioned MIG instances.

The partition size must be a value supported by the requested accelerator. Refer to Nvidia GPU Partitioning for the available partition sizes.

If set, the accelerator_count should be set to 1.

string gpu_partition_size = 7 [(.google.api.field_behavior) = IMMUTABLE, (.google.api.field_behavior) = OPTIONAL];

Returns
Type Description
ByteString

The bytes for gpuPartitionSize.

getMachineType()

public abstract String getMachineType()

Immutable. The type of the machine.

See the list of machine types supported for prediction

See the list of machine types supported for custom training.

For DeployedModel this field is optional, and the default value is n1-standard-2. For BatchPredictionJob or as part of WorkerPoolSpec this field is required.

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

Returns
Type Description
String

The machineType.

getMachineTypeBytes()

public abstract ByteString getMachineTypeBytes()

Immutable. The type of the machine.

See the list of machine types supported for prediction

See the list of machine types supported for custom training.

For DeployedModel this field is optional, and the default value is n1-standard-2. For BatchPredictionJob or as part of WorkerPoolSpec this field is required.

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

Returns
Type Description
ByteString

The bytes for machineType.

getMultihostGpuNodeCount()

public abstract int getMultihostGpuNodeCount()

Optional. Immutable. The number of nodes per replica for multihost GPU deployments.

int32 multihost_gpu_node_count = 6 [(.google.api.field_behavior) = IMMUTABLE, (.google.api.field_behavior) = OPTIONAL];

Returns
Type Description
int

The multihostGpuNodeCount.

getReservationAffinity()

public abstract ReservationAffinity getReservationAffinity()

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

.google.cloud.aiplatform.v1beta1.ReservationAffinity reservation_affinity = 5 [(.google.api.field_behavior) = IMMUTABLE, (.google.api.field_behavior) = OPTIONAL];

Returns
Type Description
ReservationAffinity

The reservationAffinity.

getReservationAffinityOrBuilder()

public abstract ReservationAffinityOrBuilder getReservationAffinityOrBuilder()

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

.google.cloud.aiplatform.v1beta1.ReservationAffinity reservation_affinity = 5 [(.google.api.field_behavior) = IMMUTABLE, (.google.api.field_behavior) = OPTIONAL];

Returns
Type Description
ReservationAffinityOrBuilder

getTpuTopology()

public abstract 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
Type Description
String

The tpuTopology.

getTpuTopologyBytes()

public abstract 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
Type Description
ByteString

The bytes for tpuTopology.

hasReservationAffinity()

public abstract boolean hasReservationAffinity()

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

.google.cloud.aiplatform.v1beta1.ReservationAffinity reservation_affinity = 5 [(.google.api.field_behavior) = IMMUTABLE, (.google.api.field_behavior) = OPTIONAL];

Returns
Type Description
boolean

Whether the reservationAffinity field is set.